{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# END-TO-END IMPACT CALCULATION"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Goal of this tutorial"
]
},
{
"cell_type": "markdown",
"metadata": {
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"source": [
"The goal of this tutorial is to show a full end-to-end impact computation. Note that this tutorial exemplifies the work flow, but does not explore all possible features."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## What is an Impact?"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The impact is the combined effect of hazard events on a set of exposures mediated by a set of impact functions. By computing the impact for each event (historical and synthetic) and for each exposure value at each geographical location, the Impact class provides different risk measures, such as the expected annual impact per exposure, the probable maximum impact for different return periods, and the total average annual impact."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Impact class data structure"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The impact class does not require any attributes to be defined by the user. All attributes are set by the method `ImpactCalc.impact()`. This method requires three attributes: an `Exposure`, a `Hazard`, and an `ImpactFuncSet`. After calling `ImpactCalc(Exposure, ImpactFuncSet, Hazard).impact(save_mat=False)`, the Impact object has the following attributes:"
]
},
{
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"metadata": {
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"| Attributes from input | Data Type | Description|\n",
"| :- | :- | :- |\n",
"| event_id |list(int)| id (>0) of each hazard event (Hazard.event_id)|\n",
"| event_name |(list(str))| name of each event (Hazard.event_name)|\n",
"| date |np.array| date of events (Hazard.date)|\n",
"| coord_exp |np.array| exposures coordinates [lat, lon] (in degrees) (Exposure.latidue, Exposure.longitude)|\n",
"| frequency |np.array| frequency of events (Hazard.frequency)|\n",
"| frequency_unit |str| unit of event frequency, by default '1/year', i.e., annual (Hazard.frequency_unit)|\n",
"| unit |str| value unit used (Exposure.value_unit)|\n",
"| csr |str| unit system for Exposure and Hazard geographical data (Exposure.csr)|\n",
"\n",
" \n",
" \n",
"\n",
"| Computed attributes | Data Type | Description|\n",
"| :- | :- | :- |\n",
"| at_event |np.array| impact for each hazard event summed over all locations |\n",
"| eai_exp |np.array| expected annual impact for each locations, summed over all events weigthed by frequency |\n",
"| aai_agg |float| total annual average aggregated impact value (summed over events and locations) |\n",
"| impt_mat |sparse.csr_matrix| This is the impact matrix. This matrix has the events as rows and the exposure points as columns (num_events X num_exp). It will only be filled with impact values if save_mat is True. |\n",
"| tot_value |float| total exposure value affected (sum of value all exposures locations affected by at least one hazard event) |"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"All other methods compute values from the attributes set by `ImpactCalc.impact()`. For example, one can compute the frequency exceedance curve, plot impact data, or compute traditional risk transfer over impact."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### How do I compute an impact in CLIMADA?"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In CLIMADA, impacts are computed using the `Impact` class. The computation of the impact requires an `Exposure` , an `ImpactFuncSet`, and a `Hazard` object. For details about how to define __[Exposures](climada_entity_Exposures.ipynb)__ , __[Hazard](climada_hazard_Hazard.ipynb)__, __[Impact Functions](climada_entity_ImpactFuncSet.ipynb)__ see the respective tutorials."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The steps of an impact caculations are typically:\n",
"\n",
"- Set exposure\n",
"- Set hazard and hazard centroids\n",
"- Set impact functions in impact function set\n",
"- Compute impact\n",
"- Visualize, save, use impact output\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-16T09:24:52.144838Z",
"start_time": "2020-10-16T09:24:52.140843Z"
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"source": [
"Hints:\n",
"Before computing the impact of a given `Exposure` and `Hazard`, it is important to correctly match the `Exposures` coordinates with the `Hazard` `Centroids`. Try to have similar resolutions in `Exposures` and `Hazard`. By the impact calculation the nearest neighbor for each `Exposure` to the `Hazard's` `Centroids` is searched. \n",
"\n",
"Hint: \n",
"Set first the `Exposures` and use its coordinates information to set a matching `Hazard`.\n",
"\n",
"Hint:\n",
"The configuration value `max_matrix_size` controls the maximum matrix size contained in a chunk.\n",
"By default it is set to 1e9 in the [default config file](https://github.com/CLIMADA-project/climada_python/blob/main/climada/conf/climada.conf).\n",
"A high value makes the computation fast at the cost of increased memory consumption.\n",
"You can decrease its value if you are having memory issues with the `ImpactCalc.impact()` method.\n",
"(See the [config guide](../development/Guide_Configuration.ipynb) on how to set configuration values)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Detailed Impact calculation - LitPop + TropCyclone\n",
" "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We present a detailed example for the hazard __[Tropical Cyclones](climada_hazard_TropCyclone.ipynb)__ and the exposures from __[LitPop](climada_entity_LitPop.ipynb)__ ."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Define the exposure"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Exposures contain a geopandas dataframe with a geometry column, and a 'value' column of exposures (e.g. monetary value, population count etc.). They are either defined as a series of (latitude/longitude) points or as a raster of (latitude/longitude) points. Fundamentally, this changes nothing for the impact computations. Note that for larger number of points, consider using a raster which might be more efficient (computationally). For a low number of points, avoid using a raster if this adds a lot of exposures values equal to 0. \n",
"\n",
"We shall here use a raster example.\n",
"\n",
"Reminder: The exposures must be defined according to your problem either using CLIMADA exposures such as __[BlackMarble](https://climada-petals.readthedocs.io/en/stable/tutorial/climada_entity_BlackMarble.html)__, __[LitPop](climada_entity_LitPop.ipynb), [OSM](https://climada-petals.readthedocs.io/en/stable/tutorial/climada_exposures_openstreetmap.html)__, extracted from external sources (imported via csv, excel, api, ...) or directly user defined."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For impact calculations, for each exposure values of the corresponding impact function to use (defined by the column `impf_`) and the associated hazard centroids must be defined. This is done after defining the impact function(s) and the hazard(s).\n",
"\n",
"See tutorials on __[Exposures](climada_entity_Exposures.ipynb)__ , __[Hazard](climada_hazard_Hazard.ipynb)__, __[ImpactFuncSet](climada_entity_ImpactFuncSet.ipynb)__ for more details."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
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"end_time": "2020-10-20T15:09:05.597611Z",
"start_time": "2020-10-20T15:08:37.993402Z"
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"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2025-09-25 13:45:59,293 - climada.entity.exposures.litpop.litpop - INFO - \n",
" LitPop: Init Exposure for country: CUB (192)...\n",
"\n",
"2025-09-25 13:45:59,323 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,323 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,333 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,333 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,345 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,345 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,380 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,380 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,389 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,390 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,394 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,394 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,394 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,399 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,399 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,400 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,406 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,407 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,408 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,414 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,414 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,414 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,425 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,425 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,432 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,432 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,439 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,440 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,448 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,448 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,451 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,452 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,452 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,461 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,461 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,471 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,472 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,481 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,482 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,673 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,674 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,680 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,681 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,684 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,684 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,685 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,699 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,699 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,708 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,708 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,717 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,718 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,725 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,726 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,731 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,731 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,732 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,737 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,737 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,737 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,748 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,748 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,757 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,758 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,781 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,782 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,785 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,785 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,786 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,788 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,789 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,789 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,797 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,797 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,801 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:45:59,802 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,802 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,811 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,812 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,820 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,821 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,836 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,836 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,852 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,852 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,863 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,864 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,879 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,879 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,892 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:45:59,892 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:45:59,897 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:46:00,283 - climada.util.finance - INFO - GDP CUB 2018: 1.001e+11.\n",
"2025-09-25 13:46:00,313 - climada.util.finance - INFO - Income group CUB 2018: 3.\n",
"2025-09-25 13:46:00,320 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n",
"2025-09-25 13:46:00,321 - climada.entity.exposures.base - INFO - category_id not set.\n",
"2025-09-25 13:46:00,321 - climada.entity.exposures.base - INFO - cover not set.\n",
"2025-09-25 13:46:00,321 - climada.entity.exposures.base - INFO - deductible not set.\n",
"2025-09-25 13:46:00,321 - climada.entity.exposures.base - INFO - centr_ not set.\n",
"2025-09-25 13:46:00,322 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n",
"2025-09-25 13:46:00,322 - climada.entity.exposures.base - INFO - category_id not set.\n",
"2025-09-25 13:46:00,322 - climada.entity.exposures.base - INFO - cover not set.\n",
"2025-09-25 13:46:00,322 - climada.entity.exposures.base - INFO - deductible not set.\n",
"2025-09-25 13:46:00,322 - climada.entity.exposures.base - INFO - centr_ not set.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/shuelsen/climada_install/climada_python/climada/util/finance.py:294: FutureWarning: Downcasting behavior in `replace` is deprecated and will be removed in a future version. To retain the old behavior, explicitly call `result.infer_objects(copy=False)`. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`\n",
" dfr_wb = dfr_wb.replace(\n"
]
}
],
"source": [
"# Exposure from the module Litpop\n",
"# Note that the file gpw_v4_population_count_rev11_2015_30_sec.tif must be downloaded (do not forget to unzip) if\n",
"# you want to execute this cell on your computer. If you haven't downloaded it before, please have a look at the section\n",
"# \"population count\" of the LitPop tutorial.\n",
"\n",
"%matplotlib inline\n",
"import numpy as np\n",
"from climada.entity import LitPop\n",
"\n",
"# Cuba with resolution 10km and financial_mode = income group.\n",
"exp_lp = LitPop.from_countries(\n",
" countries=[\"CUB\"], res_arcsec=300, fin_mode=\"income_group\"\n",
")\n",
"exp_lp.check()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T15:09:05.630897Z",
"start_time": "2020-10-20T15:09:05.606497Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# not needed for impact calculations\n",
"# visualize the define exposure\n",
"exp_lp.plot_raster()\n",
"print(\"\\n Raster properties exposures:\", exp_lp.meta)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Define the hazard "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let us define a tropical cyclone hazard using the TropCyclone and TCTracks modules. "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2025-09-25 13:46:15,137 - climada.hazard.tc_tracks - WARNING - `correct_pres` is deprecated. Use `estimate_missing` instead.\n",
"2025-09-25 13:46:16,551 - climada.hazard.tc_tracks - INFO - Progress: 10%\n",
"2025-09-25 13:46:16,581 - climada.hazard.tc_tracks - INFO - Progress: 20%\n",
"2025-09-25 13:46:16,608 - climada.hazard.tc_tracks - INFO - Progress: 30%\n",
"2025-09-25 13:46:16,636 - climada.hazard.tc_tracks - INFO - Progress: 40%\n",
"2025-09-25 13:46:16,664 - climada.hazard.tc_tracks - INFO - Progress: 50%\n",
"2025-09-25 13:46:16,692 - climada.hazard.tc_tracks - INFO - Progress: 60%\n",
"2025-09-25 13:46:16,720 - climada.hazard.tc_tracks - INFO - Progress: 70%\n",
"2025-09-25 13:46:16,748 - climada.hazard.tc_tracks - INFO - Progress: 80%\n",
"2025-09-25 13:46:16,779 - climada.hazard.tc_tracks - INFO - Progress: 90%\n",
"2025-09-25 13:46:16,807 - climada.hazard.tc_tracks - INFO - Progress: 100%\n",
"num tracks hist: 60\n",
"2025-09-25 13:46:16,819 - climada.hazard.tc_tracks - INFO - Interpolating 60 tracks to 0.5h time steps.\n",
"2025-09-25 13:46:17,452 - climada.hazard.tc_tracks_synth - INFO - Computing 60 synthetic tracks.\n",
"num tracks hist+syn: 120\n"
]
}
],
"source": [
"from climada.hazard import TCTracks, TropCyclone, Centroids\n",
"\n",
"# Load histrocial tropical cyclone tracks from ibtracs over the North Atlantic basin between 2010-2012\n",
"ibtracks_na = TCTracks.from_ibtracs_netcdf(\n",
" provider=\"usa\", basin=\"NA\", year_range=(2010, 2012), correct_pres=True\n",
")\n",
"print(\"num tracks hist:\", ibtracks_na.size)\n",
"\n",
"ibtracks_na.equal_timestep(\n",
" 0.5\n",
") # Interpolation to make the track smooth and to allow applying calc_perturbed_trajectories\n",
"# Add randomly generated tracks using the calc_perturbed_trajectories method (1 per historical track)\n",
"ibtracks_na.calc_perturbed_trajectories(nb_synth_tracks=1)\n",
"print(\"num tracks hist+syn:\", ibtracks_na.size)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T15:09:42.726774Z",
"start_time": "2020-10-20T15:09:21.270200Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# not needed for calculations\n",
"# visualize tracks\n",
"ax = ibtracks_na.plot()\n",
"ax.get_legend()._loc = 2"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"From the tracks, we generate the hazards (the tracks are only the coordinates of the center of the cyclones, the full cyclones however affects a region around the tracks). "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First thing we define the set of centroids which are geographical points where the hazard has a defined value. In our case, we want to define windspeeds from the tracks.\n",
"\n",
"Remember:\n",
"In the impact computations, for each exposure geographical point, one must assign a centroid from the hazard. By default, each exposure is assigned to the closest centroid from the hazard. But one can also define manually which centroid is assigned to which exposure point.\n",
"\n",
"Examples: \n",
"- Define the exposures from a given source (e.g., raster of asset values from LitPop). Define the hazard centroids from the exposures' geolocations (e.g. compute Tropical Cyclone windspeed at each raster point and assign centroid to each raster point).\n",
"- Define the exposures from a given source (e.g. houses position and value). Define the hazard from a given source (e.g. where lanslides occur). Use a metric to assign to each exposures point a hazard centroid (all houses in a radius of 5km around the lanslide are assigned to this centroid, if a house is within 5km of two landslides, choose the closest one). \n",
"- Define a geographical raster. Define the exposures value on this raster. Define the hazard centroids on the geographical raster.\n",
"\n",
"We shall pursue with the first case (Litpop + TropicalCyclone)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Hint: computing the wind speeds in many locations for many tc tracks is a computationally costly operation. Thus, we should define centroids only where we also have an exposure."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Hint: The operation of computing the windspeed in different location is in general computationally expensive. Hence, if you have a lot of tropical cyclone tracks, you should first make sure that all your tropical cyclones actually affect your exposure (remove those that don't). Then, be careful when defining the centroids. For a large country like China, there is no need for centroids 500km inland (no tropical cyclones gets so far)."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T15:09:42.732647Z",
"start_time": "2020-10-20T15:09:42.728137Z"
}
},
"outputs": [],
"source": [
"# Define the centroids from the exposures position\n",
"centrs = Centroids.from_exposures(exp_lp)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T15:09:51.496340Z",
"start_time": "2020-10-20T15:09:42.734501Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2025-09-25 13:46:31,179 - climada.util.coordinates - INFO - Sampling from /Users/shuelsen/climada/data/GMT_intermediate_coast_distance_01d.tif\n",
"2025-09-25 13:46:31,209 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Mapping 120 tracks to 1388 coastal centroids.\n",
"2025-09-25 13:46:31,357 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 10%\n",
"2025-09-25 13:46:31,430 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 20%\n",
"2025-09-25 13:46:31,604 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 30%\n",
"2025-09-25 13:46:31,742 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 40%\n",
"2025-09-25 13:46:31,942 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 50%\n",
"2025-09-25 13:46:32,010 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 60%\n",
"2025-09-25 13:46:32,107 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 70%\n",
"2025-09-25 13:46:32,178 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 80%\n",
"2025-09-25 13:46:32,468 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 90%\n",
"2025-09-25 13:46:32,639 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 100%\n"
]
}
],
"source": [
"# Using the tracks, compute the windspeed at the location of the centroids\n",
"tc = TropCyclone.from_tracks(ibtracks_na, centroids=centrs)\n",
"tc.check()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Impact function "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For Tropical Cyclones, some calibrated default impact functions exist. Here we will use the one from Emanuel (2011)."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T15:09:51.503229Z",
"start_time": "2020-10-20T15:09:51.499628Z"
}
},
"outputs": [],
"source": [
"from climada.entity import ImpactFuncSet, ImpfTropCyclone\n",
"\n",
"# impact function TC\n",
"impf_tc = ImpfTropCyclone.from_emanuel_usa()\n",
"\n",
"# add the impact function to an Impact function set\n",
"impf_set = ImpactFuncSet([impf_tc])\n",
"impf_set.check()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Recall that the exposures, hazards and impact functions must be matched in the impact calculations. Here it is simple, since there is a single impact function for all the hazards. We must simply make sure that the exposure is assigned this impact function through renaming the `impf\\_` column from the hazard type of the impact function in the impact function set and set the values of the column to the id of the impact function. "
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T09:59:49.321371Z",
"start_time": "2020-10-20T09:59:49.317546Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"hazard type: TC, hazard id: 1\n"
]
}
],
"source": [
"# Get the hazard type and hazard id\n",
"[haz_type] = impf_set.get_hazard_types()\n",
"[haz_id] = impf_set.get_ids()[haz_type]\n",
"print(f\"hazard type: {haz_type}, hazard id: {haz_id}\")"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T09:59:49.338296Z",
"start_time": "2020-10-20T09:59:49.323704Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2025-09-25 13:47:11,759 - climada.entity.exposures.base - INFO - category_id not set.\n",
"2025-09-25 13:47:11,760 - climada.entity.exposures.base - INFO - cover not set.\n",
"2025-09-25 13:47:11,760 - climada.entity.exposures.base - INFO - deductible not set.\n",
"2025-09-25 13:47:11,760 - climada.entity.exposures.base - INFO - centr_ not set.\n"
]
},
{
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},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Exposures: rename column and assign id\n",
"exp_lp.gdf.rename(columns={\"impf_\": \"impf_\" + haz_type}, inplace=True)\n",
"exp_lp.gdf[\"impf_\" + haz_type] = haz_id\n",
"exp_lp.check()\n",
"exp_lp.gdf.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Impact computation "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We are finally ready for the impact computation. This is the simplest step. Just give the exposure, impact function and hazard to the ImpactCalc.impact() method.\n",
"\n",
"Note: we did not define an `Entity` in this impact calculations. Recall that `Entity` is a container class for __[Exposures](climada_entity_Exposures.ipynb)__, __[Impact Functions](climada_entity_ImpactFuncSet.ipynb)__, __[Discount Rates](climada_entity_DiscRates.ipynb)__ and __[Measures](climada_entity_MeasureSet.ipynb)__. Since we had only one Exposure and one Impact Function, the container would not have added any value, but for more complex projects, the Entity class is very useful."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Assigning centroids manually"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"It is best to create centroids from exposures directly as we have done above, to ensure `Hazard` and `Exposure` are matching well. However, sometimes you may have pre-defined `Hazard` and `Exposure` data. In those cases, it can make sense to manually match `Centroids` and `Exposure`.\n",
"\n",
"The matching could then look like this:\n",
"```\n",
"exp_lp.assign_centroids(tc, distance=\"euclidean\", threshold=0.1) # assign centroids manually\n",
"```\n",
"The `threshold` argument defines the maximum distance of the nearest neighbor in the units of the `Exposure` crs. Setting `threshold` to 0 disables nearest neighbor matching and enforces exact matching. By default twice the highest resolution of the hazard centroids is chosen.\n",
"\n",
"When assigning `Centroids` manually, make sure to pass `assign_centroids=False` to the impact calculation, so that the assignment is not lost:\n",
"```\n",
"imp = ImpactCalc(exp_lp, impf_set, tc).impact(\n",
" save_mat=False,\n",
" assign_centroids=False, # false, since we assign centroids manually\n",
") \n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Assigning centroids automatically"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If we do not specifically assign centroids to the exposures. Hence, the default (i.e. assign_centroids=True) is used - each exposure is associated with the closest centroids. Since we defined the centroids from the exposures above, this is a one-to-one mapping."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T09:59:49.351752Z",
"start_time": "2020-10-20T09:59:49.340451Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2025-09-25 13:47:28,593 - climada.entity.exposures.base - INFO - Matching 1388 exposures with 1388 centroids.\n",
"2025-09-25 13:47:28,596 - climada.engine.impact_calc - INFO - Calculating impact for 4164 assets (>0) and 120 events.\n"
]
}
],
"source": [
"# Compute impact\n",
"from climada.engine import ImpactCalc\n",
"\n",
"imp = ImpactCalc(exp_lp, impf_set, tc).impact(\n",
" save_mat=False\n",
") # Do not save the results geographically resolved (only aggregate values)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T15:09:51.515128Z",
"start_time": "2020-10-20T15:09:51.505127Z"
}
},
"outputs": [
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]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"exp_lp.gdf"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For example we can now obtain the aggregated average annual impact or plot the average annual impact in each exposure location."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T09:59:49.355854Z",
"start_time": "2020-10-20T09:59:49.353112Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Aggregated average annual impact: 257456287.0 $\n"
]
}
],
"source": [
"print(f\"Aggregated average annual impact: {round(imp.aai_agg,0)} $\")"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T09:59:50.233588Z",
"start_time": "2020-10-20T09:59:49.357688Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"imp.plot_hexbin_eai_exposure(buffer=1);"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-20T10:01:57.068990Z",
"start_time": "2020-10-20T10:01:56.943507Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Compute exceedance frequency curve\n",
"freq_curve = imp.calc_freq_curve()\n",
"freq_curve.plot();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Impact concatenation"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"There can be cases in which an impact function for a given hazard type is not constant throughout the year. This is for example the case in the context of agriculture. For example, if a crop is already harvested the impact of a certain weather event can be much lower or even zero. For such situations of two or more different impact functions for the same hazard and exposure type, it can be useful to split the events into subsets and compute impacts separately. In order to then analyze the total impact, the different impact subsets can be concatenated using the `Impact.concat` method. \n",
"This is done here for the hypothetical example using LitPop as exposure and TCs as hazard. For illustration purposes, we misuse the LitPop exposure in this case as exposure of a certain crop. We assume a constant harvest day (17 October) after which the impact function is reduced by a factor of 10.\n",
"\n",
"First, we prepare the hazard subsets."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"from datetime import datetime, date\n",
"import pandas as pd\n",
"\n",
"# set a harvest date\n",
"harvest_DOY = 290 # 17 October\n",
"\n",
"# loop over all events an check if they happened before or after harvest\n",
"event_ids_post_harvest = []\n",
"event_ids_pre_harvest = []\n",
"for event_id in tc.event_id:\n",
" event_date = tc.date[np.where(tc.event_id == event_id)[0][0]]\n",
" day_of_year = (\n",
" event_date - date(datetime.fromordinal(event_date).year, 1, 1).toordinal() + 1\n",
" )\n",
"\n",
" if day_of_year > harvest_DOY:\n",
" event_ids_post_harvest.append(event_id)\n",
" else:\n",
" event_ids_pre_harvest.append(event_id)\n",
"\n",
"tc_post_harvest = tc.select(event_id=event_ids_post_harvest)\n",
"tc_pre_harvest = tc.select(event_id=event_ids_pre_harvest)\n",
"# print('pre-harvest:', tc_pre_harvest.event_name)\n",
"# print('post-harvest:', tc_post_harvest.event_name)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we get two different impact functions, one valid for the exposed crop before harvest and one after harvest. Then, we compute the impacts for both phases separately."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2025-09-25 13:48:30,543 - climada.entity.exposures.base - INFO - Exposures matching centroids already found for TC\n",
"2025-09-25 13:48:30,544 - climada.entity.exposures.base - INFO - Existing centroids will be overwritten for TC\n",
"2025-09-25 13:48:30,544 - climada.entity.exposures.base - INFO - Matching 1388 exposures with 1388 centroids.\n",
"2025-09-25 13:48:30,549 - climada.engine.impact_calc - INFO - Calculating impact for 4164 assets (>0) and 106 events.\n",
"2025-09-25 13:48:30,551 - climada.entity.exposures.base - INFO - Exposures matching centroids already found for TC\n",
"2025-09-25 13:48:30,551 - climada.entity.exposures.base - INFO - Existing centroids will be overwritten for TC\n",
"2025-09-25 13:48:30,552 - climada.entity.exposures.base - INFO - Matching 1388 exposures with 1388 centroids.\n",
"2025-09-25 13:48:30,553 - climada.engine.impact_calc - INFO - Calculating impact for 4164 assets (>0) and 14 events.\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from climada.engine import Impact\n",
"\n",
"# impact function TC\n",
"impf_tc = ImpfTropCyclone.from_emanuel_usa()\n",
"# impact function TC after harvest is by factor 0.5 smaller\n",
"impf_tc_posth = ImpfTropCyclone.from_emanuel_usa()\n",
"impf_tc_posth.mdd = impf_tc.mdd * 0.1\n",
"# add the impact function to an Impact function set\n",
"impf_set = ImpactFuncSet([impf_tc])\n",
"impf_set_posth = ImpactFuncSet([impf_tc_posth])\n",
"impf_set.check()\n",
"impf_set_posth.check()\n",
"\n",
"# plot\n",
"impf_set.plot()\n",
"impf_set_posth.plot()\n",
"\n",
"# Compute impacts\n",
"imp_preh = ImpactCalc(exp_lp, impf_set, tc_pre_harvest).impact(save_mat=True)\n",
"imp_posth = ImpactCalc(exp_lp, impf_set_posth, tc_post_harvest).impact(save_mat=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, we can concatenate the impacts again and plot the results"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2025-09-25 13:48:34,805 - climada.engine.impact - WARNING - The Impact.tot_value attribute is deprecated.Use Exposures.affected_total_value to calculate the affected total exposure value based on a specific hazard intensity threshold\n",
"2025-09-25 13:48:34,806 - climada.engine.impact - WARNING - The Impact.tot_value attribute is deprecated.Use Exposures.affected_total_value to calculate the affected total exposure value based on a specific hazard intensity threshold\n",
"2025-09-25 13:48:34,807 - climada.engine.impact - WARNING - The Impact.tot_value attribute is deprecated.Use Exposures.affected_total_value to calculate the affected total exposure value based on a specific hazard intensity threshold\n"
]
},
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Expected annual impact: Total')"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Concatenate impacts again\n",
"imp_tot = Impact.concat([imp_preh, imp_posth])\n",
"\n",
"# plot result\n",
"import matplotlib.pyplot as plt\n",
"\n",
"ax = imp_preh.plot_hexbin_eai_exposure(gridsize=100, adapt_fontsize=False)\n",
"ax.set_title(\"Expected annual impact: Pre-Harvest\")\n",
"ax = imp_posth.plot_hexbin_eai_exposure(gridsize=100, adapt_fontsize=False)\n",
"ax.set_title(\"Expected annual impact: Post-Harvest\")\n",
"ax = imp_tot.plot_hexbin_eai_exposure(gridsize=100, adapt_fontsize=False)\n",
"ax.set_title(\"Expected annual impact: Total\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Quick examples - points, raster, custom\n",
" "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### User defined point exposure and Tropical Cyclone hazard"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-19T09:58:18.829168Z",
"start_time": "2020-10-19T09:58:14.510575Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2025-11-05 18:03:53,989 - climada.hazard.tc_tracks - WARNING - The cached IBTrACS data set dates from 2024-12-09 21:15:55 (older than 180 days). Very likely, a more recent version is available. Consider manually removing the file /Users/lseverino/climada/data/IBTrACS.ALL.v04r01.nc and re-running this function, which will download the most recent version of the IBTrACS data set from the official URL.\n",
"2025-11-05 18:03:55,286 - climada.hazard.tc_tracks - INFO - Progress: 100%\n",
"2025-11-05 18:03:55,312 - climada.util.coordinates - INFO - Sampling from /Users/lseverino/climada/data/GMT_intermediate_coast_distance_01d.tif\n",
"2025-11-05 18:03:55,318 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Mapping 1 tracks to 6 coastal centroids.\n",
"2025-11-05 18:03:55,328 - climada.hazard.trop_cyclone.trop_cyclone - INFO - Progress: 100%\n",
"2025-11-05 18:03:55,400 - climada.entity.exposures.base - INFO - Matching 6 exposures with 6 centroids.\n",
"2025-11-05 18:03:55,401 - climada.engine.impact_calc - INFO - Calculating impact for 18 assets (>0) and 1 events.\n",
"Nearest neighbor hazard.centroids indexes for each exposure: [0 1 2 3 4 5]\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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4/PgxFi9eXOOx//77D6GhoVi8eDEUFBRE3kdzPn7SQsdQfHQMxUPHT3x0DEVXUlKChQsXYujQoejRowcdPxHJ8zmYm5sLS0tLlJaW1psgyXNPHs/79+8bfB1E9ijRaya0tbXFTvRYloW2trbcvTGKy9bWFrdv34aKigpUVFSqPdazZ088ePAAycnJaNOmjcj7aM7HT1roGIqPjqF46PiJj46heOzs7JCdnU3HTwx0DhLyP1SMhTR7LVq0AACkpaXVeMzCwgJmZmYICQmRdliEEEJINba2tkhOTpZ1GESOMHL4H2k6KNEjzZ6xsTEAIDU1tcZjDMOgS5cuCA8PR1FRkbRDI4QQQvhsbW2RlZWF/Px8WYdC5AUjhzfSZFCiR5o9DQ0NaGpq1tqjBwCdOnVCRUUFQkNDpRwZIYQQ8j92dnYAgFevXsk4EkJIc0CJHvkktGjRotYePQDQ1dWFo6MjDd8khBAiU/r6+tDV1aULjwSAfA7bpOGbTYtIiV5oaChWrFiBgQMHwtLSEioqKtDU1ISDgwMmTpyIO3fuNNhGcXExTp06hcDAQHTp0gX6+vpQUlKCgYEBPDw8sGTJEoksGVBYWIijR4/ihx9+QM+ePdGqVSvo6upCWVkZRkZG8PLywurVq5Geni5QewcOHED79u2hqqoKS0tLzJ07F7m5uXVu7+/vD4Zh+LeLFy82uA/etv7+/oK+TNIAY2PjOhM9AOjSpQvi4uIEPg8IIYQQSWMYBh07dsSTJ0+QlZUl63CIjMk6maNEr+kTOtHz8vJCx44dsXDhQly8eBFJSUkoLS1FQUEBYmNjsWfPHvTo0QPjx4+vszxsREQEjI2NMWzYMPz11194+PAhsrKyUF5ejszMTDx48ABLly6Fo6Mjjhw5ItYLfPHiBfz8/PD7778jODgY8fHxyMnJQVlZGdLT03Hr1i3Mnz8fjo6OOH/+fL1tLVu2DOPGjUN4eDhKSkqQlJSEdevWwdvbGwUFBQLFs2jRIrFeDxFNixYtkJaWBpZla328ffv2UFFRwcOHD6UcGSGEEPI/rq6uUFZWxs2bN2UdCpE1Wc/Fo3l6TZ7QiR6vGpSZmRlmz56NY8eO4eHDh7h//z7++OMPmJubAwD2799fZ49Ubm4u8vLyAACenp5YuXIlrly5gtDQUFy6dAnTpk2DgoICcnNzMWbMGFy4cEHEl1fJ0NAQvr6+WLduHY4fP4579+7h3r17OHLkCEaNGgVFRUVkZmbC19cXT58+rbWNFy9eYOnSpVBVVcWvv/6K+/fv4/Dhw3B0dERYWBh+/fVXgWJ59OgRTp8+LdbrIcIzNjZGcXFxnb2vKioqcHNzQ0hISJ3JICGEENLYVFRU4OnpiTt37qCkpETW4RAZknWvHfXoNX1Cr6Pn5OSEFStWYMSIETUWmO7atSvGjRsHT09PxMTEICgoCNOnT8dnn31WbTsOhwM/Pz8sXrwYrVu3rrGPfv36YeDAgfD19UVFRQUCAwMRGxsr0noobm5uSEtLq/O5I0eOxOnTp+Hj44PS0lIsW7YMJ06cqLHd0aNHweVysWbNGgQGBvJfr6enJxwcHHDkyBGsWrWq3lgMDQ2Rnp6ORYsWYciQIbS+ixTxllhITU2Fjo5Ordt07twZDx48QEJCAmxtbaUZHiGEEMLn5eWF69ev4/79+/D29pZ1OERGeFN55BJdE28ShO7RO3v2LPz8/GokeTyGhoZYt24d//djx47V2KZbt244fPhwrUkej4+PD4YPHw4AiI+PR1hYmLChAgAUFBQa/EcydOhQODk5AQBu3bpV6za8nsyePXtWu9/c3BxOTk4CrXszb948AEB4eHitySRpPIaGhmAYps7KmwDg4OAAXV1dKspCCCFEpgwMDNCpUyecP3+ellr4hMm614569Jq+Rqm6WfXqU3x8vMjtVE2qxGlHEJqamgBQ5zAJ3lpsH4+Zf//+PaKjo2FiYtLgPmbOnMnvWVq8eDG4XK44IRMhKCkpwdDQsN6CLBwOBy4uLnj9+rUUIyOEEEJq4o1qOnnypKxDITLCYRi5vZGmoVESvapFWOrq+RNE1aRLnHYaEh0dzZ+bx+vZ+9iwYcMAAD/88ANWrlyJBw8e4NixY+jduzcKCgowcuTIBvejrq6O+fPnAwCeP3+Ow4cPSyR+IpiGKm8CgImJCVJTUykJJ4QQIlM6OjoYNmwY7t+/j9jYWFmHQ2RA1r121KPX9DVKole118vZ2Vnm7dSmsLAQsbGxWL9+Pby9vVFeXg4AmD17dq3bu7u7Y/bs2SgqKsKCBQvg4eGBkSNH4sWLF2jTpo3A1TSnT5/OL1izdOlSVFRUSOYFkQbxKm82tE1paSmys7OlExQhhBBSB09PT9ja2iIoKIj/PYV8OjgMR25vpGmQ+F+Ky+VWK0oiSE9XbcLDw3Hu3DkAgIuLi0QSvWPHjvEntmpoaMDBwQHfffcdf72+uXPnYuzYsXU+/88//8TmzZvRunVrKCkpwcTEBIGBgbh9+za0tbUFikFVVRULFiwAUNmTePDgQbFfl6SwLBdlZUUoKSlAWVlxs6s+aWxsjPT09Ho/LHlDcBvq+SOEEEIaG4fDwZgxY5CWloYrV67IOhwiZbLutaMevaZP4one+vXr+WuR+fr6wt3dXeg2SkpKEBAQwO/tWrFihURj/Jirqyvu37+PtWvXNli4ZcaMGXj+/DlKS0vx7t07bNy4Ebq6ukLtLyAgAFZWVgAq1+aT9VU6lmVRUlKAwsJsFBfnobS0AMXFucjPT0dpaZFMY5OkFi1agMvlIiMjo85t9PX1oaioyE/+CSGEEFkyNzdHnz59cOHChQZHpZDmRdbz8GiOXtMn0UTv5s2b/DloxsbG2LJli0jtzJo1C48fPwYATJgwAUOHDpVIfP369UNkZCQiIyPx6NEj/PvvvxgxYgQiIiIwduxYnD17ViL7aYiysjJ+/vlnAJVFZvbs2SOV/dalrKwIpaW1LfjOoqQkD2VlxVKPqTFUXWKhLhwOR6C5fIQQQoi0fP7559DR0cG///7b7EbbkLox4MjtjTQNEvtLPX/+HL6+vigvL4eqqiqOHj3K/2ItjJUrV2LHjh0AgE6dOuHvv/+WVIjQ1tZGmzZt0KZNG7i7u2PUqFE4duwYDh48iNevX8PHxwe7d++W2P7qM3HiRNjZ2QEAli9fXq2AjTTxevPqU1KS3yw+WHR0dKCioiJwQRZCCCFEHigrK2P06NGIioriXwgnzZ8Cw5HbG2kahF4wvTavX79Gv379kJWVBQUFBfz77781FkkXxNatW/nz15ycnHD+/HloaGhIIsR6jRkzBqdPn8bhw4cRGBiIYcOGQU9Pr1H3qaioiEWLFsHf3x9v3rzBzp07MWPGDJHbY1lWpGSsci4el//82tpg2QqUl5dCUVFZ5PjkhbGxMdLS0uo9VsbGxrh//75Qx7O+40cEQ8dQfHQMxUPHT3x0DMVT3/Fr3bo1OnTogGPHjsHZ2Vkq34+aInk+B4WNiZHTYZJUl7zpEDvRS0lJQZ8+fZCSkgKGYbBr1y74+PgI3U5QUBC+/vprAIC1tTWuXLkCQ0NDccMTmI+PDw4fPoyCggJcuHABY8aMafR9fvXVV1ixYgViYmLw22+/YeLEiVBVVRWprZycHBETvZL/H7bJorCwGJXvJzXfVMrKGCgoNP1Ez8zMDFlZWcjJyalzG2NjY7Asi8TEROjo6AjULsuy/EVtG5rnSWpHx1B8dAzFQ8dPfHQMxdPQ8evfvz8SExNx5swZDBw4UNrhNQnyfA7m5uYKtX1lAUH56z1jKNVrMsRK9NLT09G3b1+8evUKALBp0yaMHz9e6HZOnz6N8ePHg8vlwtTUFNeuXYOFhYU4oQmtalL55s0bqexTQUEBixcvxtixY5GcnIytW7fWubxDQ3R0dASu/FlVeXkpiop4V8AATU2NWt8Y1dX1oKAgkQ5gmdLX18eLFy/qTeDatWuHoKAgREdHo2/fvgK1y0uydXR05O6DpamgYyg+OobioeMnPjqG4mno+Ono6MDZ2Rm3b9+Gl5cXTE1NpR2i3JPnc1DYeHgz4uSPPMZEaiPyN/ecnBz0798fL168AACsWrUKM2fOFLqda9euwc/PD+Xl5TAwMMCVK1fQsmVLUcMSWXJyMv9nTU1Nqe139OjRWLFiBZ4/f45Vq1ZhypQpIrXDWzZCWIqKyuBwFMDlVvDb+LgdDkcRiopKIsUlb0xMTJCXl4eioiKoq6vXuo2amhratGmD0NBQ9OvXT+C26zp+RHB0DMVHx1A8dPzER8dQPHUdv5ycHBw9ehShoaFwcXGBvr4+HeM6yOs5KGw88vgaANDyCk2ISP3BhYWFGDRoEEJDQwEACxcuxI8//ih0O/fu3YOPjw9KSkqgra2NS5cuwcXFRZSQxHbs2DH+z23atJHafjkcDpYsWQIAeP/+PTZv3iy1fQOVbyKqqlr1btPQ400Jr0BQQyWqO3bsiMTERCplTQghRKZYlsXdu3exbNkyxMTEYOLEifj6669FnupBmg7Z19as+0aaBqETvdLSUvj6+uLu3bsAgNmzZ2P58uVC7/jp06cYNGgQCgoKoKGhgfPnz6Njx45Ct+Pt7c2/4pGQkFDj8f3796OgoP6qkhs3buQvzm5tbY0ePXoIHYc4RowYgXbt2gEAVq9eLdV9A4CiogrU1HTB4ShUu19BQen/h2w2j948oHL+HdDwguht2rSBiooK/2IGIYQQIm1paWn4888/cfDgQbRr1w6LFi1Cp06d5LKXh0he1Z5JebuRpkHooZtffvklLl++DADo1asXJk+ejGfPntW5vYaGBmxtbavdFx8fj/79+yM7OxtA5fICOjo69bZjYWEh9MLkALBu3ToEBgZixIgR6NGjB1q1agUtLS3k5eXh2bNnOHToEG7fvg0AUFJSwrZt26CoKN25aAzDYOnSpRg2bBjS09Olum8eRUVlqKnpQENDAyzLgsNRqJH4NQeqqqrQ0dFpsKdOWVkZbdu2xePHjzFgwAApRUcIIYT8z86dO5GdnY1vvvkGTk5Osg6HSJn8Lk4ujzGR2gid0Zw4cYL/8/Xr1+Hq6lrv9l5eXggODq523+3bt6t90Z4zZ06D+929ezf8/f2FipUnJycHu3btwq5du+rcxszMDDt37hRqTpYk+fj4wN3dXebr43A4is3+Sk2LFi0EWifP3d0d//zzD549eybV4byEEEIIULmkws2bN2FtbS3rUIgMcP7/P0JE1ezPnlOnTmHHjh0YM2YM2rVrBxMTEygqKkJTUxN2dnYYPnw4du7ciZiYGJn33Cxbtkym+/9UGBsbC5TotW3bFi4uLti3b1+9yzEQQgghjcHb2xvl5eW4c+eOrEMhMiDr4Zk0dLPpY1h5XFGSCCw3Nxc6OjrIyckRaXkFHpZlkZOTI5fliCXt+vXrOHXqFNatW9fgMN28vDz89ttvMDc3x8yZM8Hh1H5t5FM6fo2FjqH46BiKh46f+OgYiqe247d//368fPkSy5Ytk/rUkqZIns9BQb+z8baz0TQDRw7X0eOyXCTkp4j93ZM0Pvk7ewhpZE5OTigrK+MvDVIfLS0tjB8/Hi9fvsSNGzekEB0hhBDyP3369EF2drbMp3YQ6ZN1rx316DV9lOiRT46ZmRnMzMwE/tBs3bo1evfujf/++w+JiYmNHB0hhBDyP6ampmjTpg2uXr0KGoT1aWHkYBmF2m60jl7TQYke+SS5u7sjIiICJSUlAm3v4+MDMzMz7Nq1S+DnEEIIIZLQp08fpKSk4OXLl7IOhUiRrHvtqEev6aNEj3yS3N3dUVpaisjISIG2V1RUxKRJk5CdnY2jR482cnSEEELI/9jb28PKygpXr16VdShEimTdc0cLpjd9lOiRT5KhoSFsbGzw6NEjgZ/TokULjBo1Cvfu3cO1a9caMTpCCCHkfxiGQZ8+fRAVFYXXr1/LOhwiJbJO5ijRa/oo0SOfLHd3d7x48QLZ2dkCP8fDwwP9+vXD8ePHce/evcYLjhBCCKnCzc0N1tbW2L59Oy3584mQ9fBMGrrZ9FGiRz5ZXbt2haamJvbt2wculyvw83x8fNCjRw8cPHgQoaGhjRghIYQQUklBQQHTpk0Dl8vFtm3bUFZWJuuQSCOTda8d9eg1fZTokU+Wuro6JkyYgKioKKGWTmAYBqNGjYK7uzt2794t0DINhBBCiLh0dXUxbdo0vH37FkFBQVSFs5njMPJ7I00DJXrkk+bk5ITevXvj1KlTePv2rcDP43A4GD9+PJydnbF161bExcU1YpSEEEJIJVtbW4wdOxYPHjzA9evXZR0OaUSMHP8nLG9vb6GHhwYHB1drY8+ePQI/d8+ePQ3GVFhYiLVr16Jz587Q19eHpqYmnJ2dMXfu3GaznBYleuSTN3ToUJiYmGD37t0oLS0V+HkKCgoICAiAjY0NtmzZgtTU1EaMkhBCCKnUpUsX9OnTBydOnKBRJc0YB/I6fFMKr53Dgb29faO1Hx8fjw4dOmDevHl49OgRsrKyUFBQgKioKKxbtw6urq44f/58o+1fWhRlHQAhsqakpISJEydi1apVOHHiBEaPHi3wc5WVlTFjxgxs2LAB//77L6ZNmwYTE5NGjJYQQggBhg0bhnfv3mHnzp2YN28eWrRoIeuQiITJa+ETUXr0du/ejYKCgnq3efHiBUaNGgUA6N27N8zNzevc9tKlSzAzM6vzcQsLizofy8/Px+DBgxEdHQ0AmDJlCkaPHg01NTXcuHEDK1euRE5ODkaOHIn79+/D1dW13rjlGSV6hAAwNTXF8OHDcfjwYbi4uKBt27YCP1dVVRVff/01tm7dik2bNuH777+Hvr5+I0ZLCCHkU8fhcDBp0iSsXbsWW7Zswbx586Curi7rsIgEyWvhE1aEmGxtbRvcZv/+/fyfx48fX++2Dg4OsLGxEToOAPj9998RFRUFAFizZg1++OEH/mMeHh7o2bMnPvvsMxQWFuLbb79t0kOkaegmIf/vs88+Q5s2bbB//35kZmYK9VxNTU2MGjUKHA4HGzduRG5ubiNFSQghhFRSU1PD9OnTkZ+fj127dqGiokLWIREJYsAbvilft8ZIPblcLg4ePAig8jvV8OHDG2EvQFlZGTZs2AAAcHZ2xvfff19jGw8PD0yePBkAcOPGDTx58qRRYpEGSvQI+X8Mw2DcuHFQUVHBpk2bkJeXJ9TztbS08M0336CkpASbNm1CYWFhI0VKCCGEVDI2NkZAQACioqJw8uRJWYdDJEgBHCgwcnhrhPTh2rVrSE5OBgB88cUXjdY7HRwczF8/ecKECeBwan8t/v7+/J9PnDjRKLFIAyV6hFShpaWFwMBAFBYW4u+//0ZxcbFQzzc0NMQ333yD7OxsrF+/Hu/evWukSCtxuVxcv34dixYtwvv37xt1X4QQQuSTk5MTRowYgevXr+P+/fuyDodIiOyLrkhvHb19+/bxf25o2KY4bt++zf/Zy8urzu3c3d2hoaEBALhz506jxdPYKNEj5CPGxsaYNWsW0tLSsHXrVqEXpTU1NcXs2bNRUVGBVatW4caNG0ItyC6oxMRErF69GsePH0dGRgZiYmIkvg9CCCFNg7e3Nzw9PREUFIT4+HhZh0MkgGHk9yZJ+fn5/N5oKysreHt7N/gcf39/tGjRAsrKyjA0NETXrl3x888/83sF6/Ly5Uv+z05OTnVup6ioiJYtW9Z4jrBKS0tx7do1LFq0CIMGDYKzszP09PSgrKwMDQ0NmJubw8PDAwEBAdi+fTvevHkj8r5qQ4keIbWwtLTE9OnTER8fjz179gidqFlYWGD+/Pnw9PTE0aNH8ddff/GHCoiruLgYR48exerVq8HlcjF37lyYmJg0eu8hIYQQ+cUwDEaNGgVra2ts375d6LnmRP7IutdOWj16x48f51fkHDdunECVRm/evIm0tDSUlZUhIyMDISEh+O2339CqVSts3bq1zufx1kzW0NCArq5uvfuwtLQEAHz48AElJSUCvppKt27dwoQJE2BkZIR+/frht99+w8WLFxEdHY2cnByUl5ejqKgI7969Q0hICHbv3o3p06fDzs4OHTp0wPr165GVlSXUPmtDVTcJqYODgwMCAgKwbds2BAUFYcyYMUKVOVZWVoafnx+/wMvy5cvx5ZdfomPHjiLFw7IswsPDceTIERQWFmLYsGHo1asXFBQUYGZm1uBVLNJ0sSwLluUCYOqcT0AIIYqKipg6dSpWr16NrVu34vvvv4eysrKswyIikteqm7yYPi48p6KiAhUVFaHbE2bYpp2dHYYPHw4PDw9+Ivbq1SscP34cx44dQ3FxMaZPnw6GYTB16tQaz+fVX9DU1GwwLt7QTaCy11GQ13bs2DEsX74ckZGRACo/v3lsbW1hbGwMfX196OnpoaioCJmZmcjKysKrV6+Qn58PAHj69CnCw8Px888/w9/fHz/99FO9y0XUR6RvDKGhoVixYgUGDhwIS0tLqKioQFNTEw4ODpg4caJAY1mLi4tx6tQpBAYGokuXLtDX14eSkhIMDAzg4eGBJUuWSGzOUXR0NNavX49hw4bB1tYWampqUFdXh62tLUaPHi3UgogHDhxA+/btoaqqCktLS8ydO7feCov+/v78dVAYhsHFixcb3Adv26oTQYlsuLq64quvvsLdu3dx+vRpkdpo3bo1Fi5cCEdHR+zcuRN79uxBUVGRwM8vLi5GREQEtmzZgm3btsHCwgK//PIL+vbtCwUFBQCAmZkZ3r17V+0NhTR9LMtFcXE+8vPTUVCQgYKCdBQUZKK8XLgri4SQT4eWlhamTZuG1NRU7Nu3jz4XmjBGjm9AZY+Xjo4O/7Zy5UqhX2NSUhKCg4MBAF27doWDg0Od2/r6+iIuLg5r167F8OHD0alTJ3Tq1AmjRo3CkSNHcPr0aSgpKQEA5syZU2sewau9IMgFkKqJXUPf227duoUOHTpg1KhRiIiIAMuyaNu2LZYsWYKLFy8iMzMT8fHxuH//Ps6dO4cDBw7g+PHjuHHjBp4+fYqcnBxERkZi586dGDt2LDQ0NFBUVIR//vkH9vb2+Omnn/iJoDCE7tHz8vLCrVu3atxfWlqK2NhYxMbGYs+ePRg3bhx27NhR64GMiIhA9+7da61qmJmZiQcPHuDBgwdYv349tm/fDj8/P2HD5JswYUK1KwVVJSQkICEhAYcPH8aAAQMQFBRUbzfusmXLsHjxYv7vSUlJWLduHa5fv47bt29Xy/zrsmjRIgwYMEDo10Fkp2vXrsjPz8eJEyegqamJ3r17C92GpqYmAgICEBISgiNHjuD58+ewtbWFpaUlLCwsYGlpCQMDA36PYVpaGp49e4Znz54hLi4O5eXlaNGiBaZMmYL27dvX6Fk0NTVFQUEBcnNzoaOjI5HXTWSLZbkoLMwGl1te7X4utxxFRTlQUdGEsjKtmUUIqcnS0hITJkzA9u3bYW5ujoEDB8o6JCICee/Re/v2LbS1tfn3i9Kbd+DAAf70mAkTJtS7bUPfbwYPHozFixfj559/RmFhIXbu3ImFCxdW20ZVVRVAZd7SkKrDNdXU1Ordljev0NDQEFOnTsXYsWPh7Ozc4D54GIaBi4sLXFxcMHHiRBQVFeHMmTPYtWsXLl++jDVr1kBdXR2//PKLwG0CIiR6vOFhZmZmGDlyJHr06AErKytUVFTg/v37WLduHZKTk7F//36Ul5fj0KFDNdrIzc3lJ3menp4YPHgw3N3dYWBggA8fPuDEiRPYsWMHcnNzMWbMGGhpaYn8JsWLV19fH1988QW8vb1hY2MDRUVFhIWF4Y8//kB0dDQuXryIIUOG4ObNm7UOjXrx4gWWLl0KVVVVLFy4EH369EFiYiIWLVqEsLAw/Prrr1i1alWD8Tx69AinT5/G0KFDRXo9RDb69OmD/Px8HD9+HBoaGujatavQbTAMg65du8Le3h537tzB27dvcffuXX6PsKqqKszNzZGbm4sPHz5AUVERDg4O8PX1hYuLC4yNjets29zcHACQkpJCiV4zUVpaWCPJq6qkJB+KiirgcBSkGBUhpKlwc3PDoEGDcObMGZiamqJ9+/ayDokIicNU3uQNLyZtbe1qiZ4oeIukq6ioYNSoUeKGhilTpuCXX34By7K4efNmjURPS0sLAATqHePNGwQaHuppbGyMefPmYfr06RJZGkJNTQ1+fn7w8/PDo0eP8Ouvv4rUjtCJnpOTE1asWIERI0bwh43xdO3aFePGjYOnpydiYmIQFBSE6dOn47PPPqu2HYfDgZ+fHxYvXozWrVvX2Ee/fv0wcOBA+Pr6oqKiAoGBgYiNjRVqfhSPhYUFtm7digkTJtS40tCpUyd89dVX6N+/P+7cuYM7d+7gwIEDtY4PPnr0KLhcLtasWYPAwED+6/X09ISDgwOOHDnSYKJnaGiI9PR0LFq0CEOGDBHp9RDZ8fHxQUFBAQ4cOAB1dXW4urqK1I6BgQF8fHz4v+fk5CA5ORlv375FcnIyzMzMMGLECDg6Ogp8dczAwABKSkpISUkR6goSkU8sy6KsrOHhvWVlxVBRaXgkASHk0zRw4ECkpKRg7969MDQ0FHmeD5EN5v//kzeSiunx48d48eIFgMreOD09PbHbNDY2hqGhIT58+FBr7QILCwuEhISgoKAA2dnZ9Y7k4xVuMTIyavD7WEJCAr+3UNI6deqE06dPC73kFyDCHL2zZ8/Cz8+vRpLHY2hoiHXr1vF/P3bsWI1tunXrhsOHD9ea5PH4+Phg+PDhAID4+HiEhYUJGyoAYM+ePZg6dWqdfyB1dXVs2bKl3niB//UM9uzZs9r95ubmcHJyEqgQxrx58wAA4eHhTXrxxU8VwzAYPXo0XF1dsXPnTsTFxUmkXR0dHbRu3Rr9+/fHpEmT8OWXX8LV1VWoIRAcDgempqZISUmRSExE1liB5tVwuRVSiIUQ0lRxOByMHz8eRkZG+Oeff2qdMkPkFyMH1TVru0kq0as6taqhYZvCqO/zs2ruERUVVed25eXl/GVKBLmA3lhJnrj7aJTybVXXvxBnLZeqSVVjrgnTpk0bGBoa1rsf3rC5mzdvVrv//fv3iI6OhomJSYP7mTlzJlq0aAEAWLx4caOsrUYal4KCAiZOnAhbW1ts3rwZSUlJsg6Jz8zMDHFxcUhNTZV1KERsgn2I0qgAQkhDVFRUMG3aNJSWlmL79u0oL697SDiRLxw5vomrrKwM//77L4DKHjNJzSNNS0tDRkYGgMrvRR/r3r07/+ePv9NX9fjxY/7QTU9PT4nEJguNkuhVneBYV8+fIKpOghSnHUHwYq5rP8OGDQMA/PDDD1i5ciUePHiAY8eOoXfv3igoKMDIkSMb3Ie6ujrmz58PAHj+/DkOHz4smeCJVCkpKWHatGkwNjbG+vXrERISIhdVzbp164aSkhIsW7YMW7duxevXr2UdEhERwzBQUGi4IpiiovAT3wkhnx4DAwNMnToVr1+/xpEjR+TiM4s0jJHj/8R14cIFfPjwAQAwZswYKCpKZsW3bdu28c9vLy+vGo97e3vzaxns3bu3zn8Le/bs4f/s6+srkdhkoVESvaoZsjjzhSTVTkPCwsL4BTHq2o+7uztmz56NoqIiLFiwAB4eHhg5ciRevHiBNm3aYNGiRQLta/r06fzCGUuXLkVFBQ29aorU1NTwzTffoE2bNti7dy+2bt0q8yExrVq1wq+//ooxY8bg3bt3WLt2Lf744w88e/aMPtSboIbm3nE4ilBQUJJSNISQpq5Vq1YYPXo07ty5U29PBpEfvGIs8ngTlzBr5wGVc+AamsZ19uxZftESVVVVTJw4scY2ysrK+OabbwAAL1++xO+//15jm/v372Pnzp0AKpPFTp06NRhfXV6+fIlVq1Zh0KBBsLe3h6GhIVRUVGBkZARHR0cMHToUa9asQXR0tMj7qI/EF0zncrnVipII0tNVm/DwcJw7dw4A4OLi0qiJ3ooVK/g/1xfvn3/+CUdHR/z111+IjY2FgYEBRo4ciWXLlglcdUhVVRULFizAzJkzER0djYMHDwp0ghP5o66ujokTJ8LNzQ3//vsvduzYgYEDB6JLly4yG1KnpKQET09PeHh4ICIiApcvX8bmzZthZmaGvn37wt3dvdF7x4lkKCgoQU1NB0VFuQDYWh+joZuEEGF4enoiKSkJJ06cQPv27estREFkT1LDJCVN3JiysrJw9uxZAJXTpzp06NDgcxISEtCzZ094eHhgyJAhaN++PYyNjcGyLF69eoVjx47h2LFj/Avbv//+O79j5WM//PADDh8+jJiYGMybNw9xcXEYPXo01NTUcOPGDaxYsQLl5eVQU1PDn3/+KdJrfPv2LWbPno3Tp09Xu9jO+zkjIwOZmZmIi4vDuXPnsGDBAvj6+uLPP/+sM25RSDzRW79+PR4+fAigsqvT3d1d6DZKSkoQEBDA7+2qmohJ2vHjx/kFWDp27IgRI0bUu/2MGTMwY8YMsfYZEBCA1atXIzExEcuWLZNolzWRvvbt26NVq1Y4efIk9u3bh9DQUIwZM0amH6AcDgft27dHu3btEBcXh8uXL2Pv3r04ffo0evfujW7dukll4jARj6KiCjQ1DVFeXoyKinIwDANFRRXqySOEiGzo0KF4+PAhLl++LNY6xaTxNdeqm4cPH+ZPzxK2s+P+/fu4f/9+nY+rq6tj/fr1mDp1ap3baGlp4dy5c/j8888RGxuLbdu2Ydu2bdW20dbWxsGDB0ValiQkJAQ+Pj748OFDtSSPw+FAW1sbmpqayMvLQ15eHv9xlmVx4sQJ3Lt3D2fOnBEo+RWERLOLmzdv8uegGRsbV6tmKYxZs2bh8ePHACqr8DTWmnNRUVH8bl01NTXs27dPKlfIlZWV8fPPP2Pq1KmIj4/Hnj17EBAQ0Oj7JY1HQ0MDQ4YMgaurK4KCgvDrr7+ie/fuaNWqFVq2bCmRNVVEwTAM7O3tYW9vj+TkZFy9ehUnTpzA+fPn4eXlBW9vb/6aMkQ+MQwDJSU1KFFu1+S9e/cOp06d+v+/qRKUlJSgqKhY7Wdzc3Na74w0KjU1NfTp0wcXLlxAv379qFdPjjXXHj3e2nkKCgoYO3asQM/p2LEjDhw4gPv37+Px48d49+4d0tPTUV5eDj09Pbi4uKB3794ICAiod91hnlatWiEsLAx///03jh49iri4OJSWlsLS0hKff/45Zs+eDWtra6FfW0ZGBnx9fflJnoWFBaZPn45+/fqhXbt2UKryYV5aWorw8HBcuXIF//zzD5KSkvDu3TsMGzYM4eHhEllugmElNHnn+fPn6NGjB7KysqCqqopLly7VWD9PECtXrsSCBQsAVK4bcePGDWhoSH6dqJSUFHh6eiIhIQEMw+DQoUMYPXq0xPfj7++PvXv3Aqhe7rW8vByOjo549eoVrK2tERMTA2XlyuILvGRzwoQJ1SaD1iY3Nxc6OjrIyckRa9FKlmWRk5MDHR0aDiaKqsevsLAQp0+fRkREBHJycgBUVn5q2bIl/6arqyuzIZSZmZm4fv067t69Cy6Xi65du6JPnz4wMjKSSTw8dA6Kj46heBr7+D1+/Bi7du2Cvb09GIZBWVkZysvLUV5ejrKyMhQWFqK0tBTr169vskOs6RwUj7SOX1FREX755Rd06tRJIotUyxN5PgcF/c7G226YYTsoceTvvaCMW4H/0sPF/u7ZHE2aNAl79uwBwzAICAjAxo0bBVouq6SkBN9++y22bt0KhmEwefLkGr2MopBIj97r16/Rr18/ZGVlQUFBAf/++69ISd7WrVv5SZ6TkxPOnz/fKEleZmYm+vXrh4SEBADApk2bGiXJq4+ioiIWLVoEf39/vHnzBjt37hRrSCjLCrbuVkPPp6Idoql6/NTV1TF69GiMGjUKGRkZiI+PR3x8PGJjY3H79m3+c1RVVaGmpgY1NTWoq6tDXV2d/zvvPt7/NTQ0YGZmJpGeQT09PYwYMQIDBgzArVu3EBwcjDt37qBt27Zo3749XF1doaamJvZ+hEXnoPjoGIqnsY8fb3mdIUOGoGXLljUej46OxsaNG/Hhwwf+tk0NnYPikdbxU1VVRa9evXDx4kX07dtXIj0H8kKez0FhY2Ig6GI70iWPMcmDzMxM/Pvvv/x1l7du3Srwc1VUVLBlyxbk5eXh0KFDOHjwINasWSN2j7vYiV5KSgr69OmDlJQUMAyDXbt2wcfHR+h2goKC8PXXXwMArK2tceXKFf7adpKUl5eHAQMG4Pnz5wCAX3/9FTNnzpT4fgTx1VdfYcWKFYiJicFvv/2GiRMnijxvKicnR+xELz8/HwCtzSWKuo6fkpISnJyc4OTkBAAoLCxESkoKCgoKUFJSguLiYhQXF/N/zsvLw4cPH/j3f7zeka6uLkxMTKrdxJlr161bN3Tq1AmRkZGIjIzEf//9h9OnT8PGxgaOjo6wt7eX2rBTOgfFR8dQPI19/LhcLrS1tZGRkVHr55umpia0tbXx5s2bJjuHls5B8Ujz+HXs2BEPHz7ElStX0L9//0bdlzTJ8znIq/AuqOY6dLO5On78OIqLi6GmpoYNGzaI1MaGDRtw8uRJFBcX4/jx45g8ebJYMYmV6KWnp6Nv37549eoVgMqeMVEqSJ4+fRrjx48Hl8uFqakprl27BgsLC3FCq1VRURGGDBmCR48eAaisuvPzzz9LfD+CUlBQwOLFizF27FgkJydj69atmD17tkht6ejoiD10k9eOvL0xNgWCHj8dHR2YmpoK3G55eTmKioqQl5eHpKQkvH37FomJiQgPD+dPZDYyMoKlpSWsrKxgZWUFS0tLoZOznj17omfPnsjMzER4eDiePn2KI0eO8Of4tWvXDu3bt+evPdMY6BwUHx1D8TT28Xv69Cny8/Ph4uJS62gVbW1tlJeXIzMzs1H/rTUmOgfFI+3j16VLF1y4cKFZ9erJ8zkobDwcMODIYf+ZPMYkD6oWoxS1s8rAwADDhw/HoUOHEBISIrtELycnB/3798eLFy8AAKtWrRKpZ+zatWvw8/NDeXk5DAwMcOXKlVqHtIirrKwMI0aM4K8dM336dKxZs0bi+xHW6NGjsWLFCjx//hyrVq3ClClTRGqHYRix39B4bcjbG2NT0RjHj1ekQVtbG+bm5ujSpQuAyp6B1NRUJCYm4u3bt3jz5g0uXLhQLfnjJX5WVlawtbXlzwGtj4GBAXr16oVevXohNzcX4eHhCAsLw7Fjx3D06FHY2dmhffv2aN++PQwMDCT2OnnoHBQfHUPxNObxe/r0KRwdHaGpqVnnvk1NTfH+/fsm/fejc1A80jx+PXv2xIULF/D06VP06tWr0fcnLfJ6DgobDwP57D2Tr6MqP8LCwsAwDHr06CFWO927d8fBgwcRGhoqdkwiJXqFhYUYNGgQP4CFCxfixx9/FLqde/fuwcfHByUlJdDW1salS5fg4uIiSkj1qqiowJgxY3DhwgUAwLhx47B582aJ70cUHA4HS5YswciRI/H+/Xu5iYvINw6HA1NTU5iamtaa/PFukZGRKC0thbKyMlxcXODm5oY2bdoINCxMW1sbPXr0QI8ePVBQUIDIyEiEhYXh1KlTOH78OKysrNC+fXu4ubk12flEhEhLXl4eYmNj8eWXX9a7nYmJCRITE6UUFfnUqaqqolWrVnjx4kWzSvSaC5qj17SkpaUBAOzt7cVqh/f81NRUsWMSOtErLS2Fr68v7t69CwCYPXs2li9fLvSOnz59ikGDBqGgoAAaGho4f/48OnbsKHQ73t7e/F66169fw8bGptrjLMtiypQp/LXyRowYgd27d8vVVZ4RI0agXbt2CA8Px+rVq2UdDmmi6kr+3r9/j2fPniE0NBS7du2CoqIiWrduzS+8IsgwTw0NDXTt2hVdu3ZFcXExnj17hrCwMFy8eBGnT5+GmZkZv6fP3Nxcrv59ESIPwsPDAQDt2rWrdzsTExM8fPgQXC4XHI48XssnzY2zszPOnj2LsrKyaqXfiezRHL2mhVdpXdxh0LwCLMLO6ayN0Inel19+icuXLwMAevXqhcmTJ+PZs2d1bq+hoQFbW9tq98XHx6N///7Izs4GACxfvhw6Ojr1tmNhYSFS5Zm5c+di9+7dAIA2bdpgwYIFePnyZZ3bKysrw8HBQej9iINhGCxduhTDhg1Denq6VPdNmjcOhwMzMzOYmZmhX79+yMjIwNOnTxEWFoZ9+/aBw+HAyckJbm5ucHV1FWhNPVVVVbi7u8Pd3R2lpaV48eIFwsLCcP36dZw/fx5GRkbw8PCAt7d3ky0oQYikhYWFwd7evsF/Y6ampigrK0NmZmajFCQj5GOtW7fGyZMnERcXB2dnZ1mHQ6qgOXpNC68IkCDLKdSH93xee+IQOtE7ceIE/+fr16/D1dW13u29vLwQHBxc7b7bt2/zuzcBYM6cOQ3ud/fu3fD39xcqVqCyAg7Ps2fPGuw1tLa25i+7IE0+Pj5wd3fnLxRPSGMwMDBA79690bt3b2RnZ/OTvkOHDuHQoUOwt7eHm5ubwIVXlJWV+T15ZWVliImJQWhoKM6fP48bN25gwIAB6N69O10lJp+0vLw8REdHY+TIkQ1um5GRAYZhBJpTS4gkmJmZQUdHBy9evKBET84o/P9N3shjTPKAZVm5G9EkkXX0iGQsW7YMn3/+uazDIJ8IXV1deHt7w9vbG3l5efzCK0ePHsWRI0dgZ2cHNzc3dOnSRaD1LJWUlODi4gIXFxd8/vnnOH/+PI4dO4Zr165h0KBB6Ny5c5NdBJoQcdy6dQuKiooCTU/grWlJixATaWEYBs7OzvWOdiKyQUM3ibgYVh5XlCQCy83NhY6ODnJycsReXiEnJ0cuyxE3Bc3p+BUUFCAiIgJhYWGIioqCtrY2pk2bBktLS6HbevfuHc6ePYuwsDC0aNECQ4cORfv27Ws9Rs3pGMoKHUPxNMbxKy0txc8//4yOHTti1KhR9W6bmJiIVatWYcaMGWjbtq1E9i9tdA6KR1bH79GjR9i9ezdWrFgh9gLNsibP56Cg39l4200ydIMyR/4ukJZyK7ArPUzs757NDYfDAcMwcHd3F+gCeV0KCgrw6NEjMAyDiooKsWKiHj1CSDUaGhrw8PCAh4cHMjMzsW3bNvz+++8YM2YMv8iLoExNTTFlyhQkJibi1KlT2L59O6ysrDB06FA4OzvL3YcwIZL28OFDFBQUoGfPng1ue+fOHejq6jZK9WlC6sN7P3758iU8PDxkHQ75f1R1s2mSp2lY1PtKCKmTvr4+vvvuO3Ts2BF79+7FkSNHRLq6ZGVlhcDAQHz77bdQUFDAX3/9hT///BOvXr1qhKgJkQ9cLhfXrl2Dq6srjI2N6922uLgYjx49gqenJ1XbJFKnqakJQ0NDvHv3TtahkCp4xVjk8UZqx7KsRG6SQj16hJB6KSsrY9y4cbC2tsbRo0eRlJSEgIAAkYZrODg4YO7cuYiMjMTp06fx+++/o23bthg6dCjMzMwaIXpCZOfZs2dITU3F2LFjG9z28ePHKC0tpd4UIjOampoSqfJHJIfm6DUtXC5X1iHUQH8rQkiDGIaBl5cXvv32W6SlpWHVqlUiV6dlGAaurq5YsGABJk6ciPfv32PFihU4efKkZIMmREZYlsXevXuxdetWtGzZEi1btmzwOXfu3IGLiwv09fWlECEhNWlpaVGiJ2cY/C/Zk6cb9ec1HZToEUIE1qpVK8yfPx+6urr4448/cPfuXZHb4nA46NSpExYtWoS+ffvi2rVr9CWDNAvx8fEICQnBkCFD8PXXXzc4FzUxMRGJiYno3r27lCIkpCYNDQ16D5YzjBzfSNNAiR4hRCi6urqYM2cOunbtioMHDyIoKAjl5eUit6egoIA+ffqAYRhER0dLMFJCZCMkJAT6+vro168f1NTUGtz+1q1b0NHRoSIsRKa0tLSQl5cn6zBIFbLuuavvRpoGmqNHCBGakpISxowZAysrKxw5cgTJyckICAgQuSy3pqYmnJycEBUVhV69ekk2WEKkKDMzEyEhIRgwYECDRVVycnJw+PBhPH36FMOGDaN1JolM0Rw9+SOvSZU8xtQU3bt3D0ePHkVcXBw4HA5sbW3h4+MjUJVmQVGiRwgRWffu3WFubo5t27Zh1apVmDJlikDzkWrj5uaGM2fOICcnp8mv40Q+XefOnYOqqmq9H9Qsy+L+/fs4fvw4FBUVMXnyZHTo0EGKURJSk6amJkpKSlBWVgYlJSVZh0Mgv8Mk5TEmeVBSUoKlS5cCALy8vNC/f/9at6uoqMCUKVOwd+/eGo9t2rQJPj4+CAoKgoqKitgxUVJOCBGLra0t5s+fDyMjI/z9998oLS0VqZ127dqBYRg8ffpUsgESIiUpKSl48OABBg4cWOeQzfT0dGzcuBEHDhxAu3bt8Msvv6Bjx460piSROS0tLQCgXj05IuvhmTR0UzgPHjzAqlWrsHr1ahgYGNS53Y8//og9e/bUubTCqVOnMGXKFInERH8rQojYdHR0MHbsWBQXFyMqKkqkNjQ0NGBra4vQ0FAJR0eIdJw+fRr6+vro0aNHjce4XC6uXr2KX3/9Fenp6Zg1axbGjx8PTU1NGURKSE28c5ESPfnBYeX3RmoKDg4GADg5OcHd3b3WbWJjY7FhwwYwDAOGYTBq1ChcvXoVL1++xP79+2FtbQ2WZXHw4EGEhYWJHRMN3SSESISJiQlatGiBp0+fwtXVVaQ2HB0dceTIERQVFQlUxIIQeREXF4eIiAhMnDgRioo1P1oPHDiAkJAQ9OzZE4MHD4aqqqoMoiSkbrxFmgsKCmQcCeHhgAUH8pdVyWNM8uDevXtgGAZDhgypc5udO3eioqICDMPA398fO3fu5D/m6OiIHj16oG3btsjPz8fBgwfh5uYmVkzUo0cIkZj27dsjMjISFRUVIj3fxMQELMsiJSVFwpER0nhYlsXJkydhaWmJjh071ng8KysLDx8+xIgRI/DFF19QkkfkTn5+Pvbs2QNjY2NYW1vLOhzy/2S9hAItryCcpKQkAECXLl3q3ObChQsAKtcUXrJkSY3HraysMHnyZP5cbnFRokcIkZh27dqhoKAAcXFxIj3f0NAQCgoKSE5OlnBkhDSe8PBwvH79Gr6+vrVW2rxz5w6UlZXRrVs3GURHSP3Kysqwbds2FBYWYubMmTSaQo7Ieh4ezdETTlpaGgDAwsKi1sdzcnLw7NkzMAwDNzc3WFpa1rodr/q4qN+lqqK/FSFEYqytraGrq4vw8HCRnq+goAATExP+VTFCmoLHjx/DxsYGTk5ONR4rKyvDnTt30KVLF+rJI3KHNxcoISEB06ZNg5GRkaxDIlUwkH1CV9uNevRql5OTAwBQVlau9fGHDx/yh0h7eHjU2Y65uTkAIDc3V+yYKNEjhEgMwzBo164dwsPD+W9mwjI3N6cePdKkJCQkoFWrVrU+FhYWhry8PHh5eUk5KkIadv78eTx8+BDjx48XeWkc0nhkXXCFirEIh1e59t27d7U+/vDhQ/7PtQ3z5+FyuRKLiRI9QohEtWvXDllZWXj79q1IzzczM0NKSopE3+gIaSy5ubnIzMyEjY1NrY/fvHkTTk5OMDExkW5g5JMWFhaG+Pj4ei+4hYSE4Ny5cxgyZEidFQKJbMl6Hh7N0RMO74LfrVu3an386tWr/J89PT3rbCc1NRUAoKenJ3ZMlOgRQiTK3t4e6urqIq+HZ25ujpKSEmRkZEg2MEIaQUJCAgDUWsAiMTERr1+/pt48InXHjx/HunXrsHLlSty6dQvFxcXVHo+NjcXBgwfRtWtXDBgwQEZRkobwqm7K443U5O3tDZZl8c8//9QoKhcREYFbt26BYRjY29vXOQoEAJ48eQIAsLOzEzsmSvQIIRKloKCAtm3bijxPjzc2nYZvkqbgzZs30NbWhr6+fo3Hbt68CX19fbRt21YGkZFPmaurKzgcDvT09HD48GH89NNPCAoKQlJSEtLS0rBt2zbY2dlhzJgxYBjqn5FXsp6LR8VYhDNlyhQoKioiJycHHh4e2LJlC65cuYKNGzeib9++/B72gICAetu5fPkyGIZBhw4dxI5JpHX0QkNDcfHiRdy+fRvPnj1DWloalJSUYGZmBk9PT0yePBndu3evt43i4mJcunQJV69excOHDxEbG4u8vDxoa2vDwcEB/fv3x/Tp0yUy3IVX2jokJIR/4/UWTJgwAXv27BG4rQMHDuD3339HVFQUjIyMMGrUKCxatAja2tq1bu/v74+9e/fyf79w4UKDV894b7rCxkaIvGjXrh1CQkKQmpqKFi1aCPVcbW1taGpqIjk5Ge3bt2+cAAmRkNevX8Pa2rrGl+X8/Hw8evQIgwYNqrUSpyzl5OQgOTkZhYWFKCoqQlFREQoLC/m/l5aWYtiwYTA1NZV1qEREHTp0QHBwMPr27YvRo0fj7t27uHv3Lm7fvg1lZWXo6upi6tSpta75SOSHvM6Hk8eY5EGrVq2wePFi/PLLL0hKSsKsWbNq3WbmzJl1tvHq1SvcvXsXDMNIZDSI0P/Cvby8ah17WlpaitjYWMTGxmLPnj0YN24cduzYUWvlmYiICHTv3h15eXk1HsvMzMSDBw/w4MEDrF+/Htu3b4efn5+wYVbToUMH/vAacSxbtgyLFy/m/56UlIR169bh+vXruH37NjQ0NBpsY9GiRTRMgjR7rVu3hpKSEsLDw9GvXz+hnsswDMzNzanyJpF7XC4Xb968QZ8+fWo8du/ePQCQqyUVUlNTceXKFYSEhPDXumQYBmpqalBXV0dxcTHy8/OhpaUFBQUFGUdLxGFnZwddXV08efIEo0aNwuDBgzFw4EBs27YNkZGRGDZsGNTV1WUdJmmAvM6Hk8eY5MXChQuhpKSEpUuXoqioqNpjbdu2xYkTJ+pdwmTt2rUAKit3Cvv9qTZCJ3q84VRmZmYYOXIkevToASsrK1RUVOD+/ftYt24dkpOTsX//fpSXl+PQoUM12sjNzeUneZ6enhg8eDDc3d1hYGCADx8+4MSJE9ixYwdyc3MxZswYaGlpYeDAgSK/yKqTkS0sLODs7IwrV64I1caLFy+wdOlSqKqqYuHChejTpw8SExOxaNEihIWF4ddff8WqVasabOfRo0c4ffo0hg4dKvTrIKSpUFZWRuvWrfH06VOR3qgsLCwQERHRCJERIjlv3rxBUVFRjUIsXC4Xt27dgru7O78KmywlJibi8uXLCAsLg5aWFoYOHQo3NzdoaGhARUUFHA4HT58+xd69e2FhYYHp06fXOhSVNB0cDgcdOnTA48ePMXLkSHA4HHA4HP46X6WlpTKOkAhCXufDyWNM8mTevHkICAjApUuXkJiYCGVlZbi5ucHLy6vBodIdOnTApk2bYGxsLJHPD6ETPScnJ6xYsQIjRoyoccWva9euGDduHDw9PRETE4OgoCBMnz4dn332WbXtOBwO/Pz8sHjxYrRu3brGPvr164eBAwfC19cXFRUVCAwMRGxsrMjjyAMDA2FnZ4cuXbrAzMwMCQkJsLW1FaqNo0ePgsvlYs2aNQgMDOS/Xk9PTzg4OODIkSMNJnqGhoZIT0/HokWLMGTIEBoXT5q19u3bY+/evcjOzoaurq5QzzU3N8e1a9dQXFxMa48RuZSRkYFt27bBwsKixqT6Z8+eITMzs8ZnnzSxLIvY2FhcunQJL1++hKGhIUaPHo2uXbtCSUmp2nbnz5/H2bNn0aFDB4wbNw4qKioyi5tITseOHXH9+nXEx8fD3t4e0dHRSE1NhaamZp3l34l8kdf5cPIYk7zR19fHl19+KfTzpkyZItE4hE70zp49W+/jhoaGWLduHYYMGQIAOHbsWI0Pu27dujU4nMXHxwfDhw/H8ePHER8fj7CwMJEnJX7//fciPa8qXk9mz549q91vbm4OJycnPHv2rME25s2bh3nz5iE8PBwnTpzAiBEjxI6LEHnVpk0bcDgcRERECP2Fl1eQJSUlRSJVpwiRpPz8fPz1119QVFTEzJkzqyVOQGURFhsbmzqXXGhsRUVF2L17N549ewZzc3NMnDgRHTp0qHFxtqSkBPv370doaCiGDBmCAQMG0AXIZoQ3PIzXexccHAwzMzNoa2vj/fv3sgyNCEgBLBREXJO2MSlQj16T0ShJube3N//n+Ph4kdupmlSJ044kGBsbA6j8AK/q/fv3iI6OFqhozMyZM/mFKRYvXkzrhJFmTUNDA/b29iIts2BiYgIOh0OVN4ncKS0txZYtW1BQUIDAwEDo6OhUezw1NRUvX76U2ZIK6enp+P333xEfH48pU6ZgwYIF6NSpU40kLzMzE+vWrcPz588xdepUDBw4kJK8ZiYqKgoKCgpo1aoV0tPTERkZCW9vb5iamlKPXhPBQPbVNWu70TtF09Eo5Zaqjv0WZ0J3SUmJRNqRhGHDhuG3337DDz/8gNzcXPTs2RNJSUlYvHgxCgoKMH369AbbUFdXx/z58zFnzhw8f/4chw8fFqlbl5Cmws7ODjdu3BD6eUpKSmjRogUlekTuHDp0CCkpKZg9ezb/AmBVN2/ehKampkTKYgsrPj4eW7duhaqqKubOnVtn1cy4uDhs27YNKioqmDt3Lr8HnTQvUVFRsLOzg4qKCm7evAllZWV07twZDx8+RHBwMMrKymr0RhP5wmHldI6eHPYyyoO6FkqvC8Mw0NDQgL6+fqONAGmURK9qr5ezs7PM25EEd3d3zJ49Gxs2bMCCBQuqPdamTRssWrRIoHamT5+O33//HcnJyVi6dCn8/PxknsQS0lhevnwJBwcHkZ5rbm5OiR6RK2lpaXj06BFGjRpV64dycXExHjx4AC8vL6l/gQ4JCcHBgwdhY2ODqVOnQlNTs9bt7t69i3///Rd2dnaYMmVKnduRpq2iogIxMTHo27cvgMqS7TY2NlBWVoaJiQlYlkVaWhol+XKO5ug1Ld7e3iKPjNDS0kKvXr0QGBhYY5qYOCT+t+JyudWKkowcOVKkdsLDw3Hu3DkAgIuLi8wTPQD4888/sXnzZn7peBMTEwQGBuL27dt1rqP3MVVVVX6iGB0djYMHDzZmyITITEZGBhISEtCxY0eRns9L9Fi6ckjkxPXr16GhoQEPD49aH3/48CFKSkrQo0cPqcXE5XJx6tQp7N27F+7u7ggMDKw1eauoqMCRI0dw8OBBdOvWDd988w0lec1YZGQkiouL0bp1a7Asi1evXvHnO/OmmtA8PfnHgJXbG6kdy7Ii3XJzc3Hq1Cn06dMHU6dO5S+BIy6J9+itX78eDx8+BAD4+vrC3d1d6DZKSkoQEBDAf5ErVqyQaIzimDFjBmbMmCFWGwEBAVi9ejUSExOxbNkyjBkzhhYtJc3OkydPoKSkhLZt24r0fAsLCxQXFyMzMxMGBgYSjo4Q4bAsi0ePHuGzzz6rs7cuPDwczs7OUl2a4Pjx4wgODsawYcPQt2/fWq8mFxQUYOfOnYiJicHo0aNlWg2UND4ul4uzZ8/C0dER1tbWSE1NRX5+Pj/RKy8vBwAattkEcFj57D2jBdNrV3WtbUGwLIuCggKkpqYiNDQUL168AADs3LkTysrK+Ouvv8SOSaLZxc2bNzF//nwAlcVLtmzZIlI7s2bNwuPHjwEAEyZMaHZrzikrK+Pnn3/G1KlTER8fjz179iAgIEDWYREiUU+ePEGbNm1EXh6BN6QoKSmJEj0icwUFBSgqKoKlpWWd21RUVAg8ukMSHjx4gBs3bsDPz69aEbSq3r17h3/++QeFhYUIDAyEo6Oj1OIjsvHkyROkpKTghx9+AFA5bJNhGP6yUunp6QAqq6QT+Ubr6DUtwiZ6H3v69CmmTp2Kx48fY8uWLZg2bZrIF8t5JHah4Pnz5/D19UV5eTlUVVVx9OhRfoVJYaxcuRI7duwAAHTq1Al///23pEKUKxMnTuRfXVu+fDktXkqalbS0NLx9+1bkYZsAoKOjAw0NDZqnR+RCZmYmAMjNRYfExEQEBQXBw8Ojzgqf8fHxWLt2LZSUlPDjjz9SkvcJqKiowLlz59CmTRt+Yvfq1SuYmppCXV0dACV6TYmsq2vWdyOS1759e1y5coV/QZGXD4lDIj16r1+/Rr9+/ZCVlQUFBQX8+++/Ig0N2bp1K3/+mpOTE86fPw8NDQ1JhCh3FBUVsWjRIvj7++PNmzfYuXOnWENCeWN8xX0+zYcSDR2/6p48eQJlZWX+/BBB1HYMaZ6ecOg8FE99x49XBVpZWbnB49vYxz8/Px/btm2DqakpRo0aVes+k5OTsXnzZlhYWGDGjBlQVVWVynlB56B4xD1+Dx8+RFpaGiZNmsRv4/Xr17Czs+P//uHDB2hra0NJSalZ/p3k+RwUNiaGlc/5cIwcHtvmQkdHBzNmzMCCBQuEruJZG7ETvZSUFPTp0wcpKSlgGAa7du2Cj4+P0O0EBQXh66+/BgBYW1vjypUrzf5q01dffYUVK1YgJiYGv/32GyZOnCjyMLecnByxE738/HwAoLWUREDHr7oXL16gffv2KC4uRnFxsUDPqe0Y2traIiwsDOnp6TSfRAB0HoqnoeOnra2NzMxM/kLUH1NWVoaCggJycnIaLUZeURUlJSV8+eWXKCwsrLFNdnY2Dhw4AHNzc4wdOxYlJSXVlitqTHQOikfc4xcXFwdHR0doa2vzvxcUFxfDyMiIf15mZ2fD3Ny8Uc9TWZLnczA3N1eo7Wno5qeJV/ArMTFR7LbESvTS09PRt29fvHr1CgCwadMmjB8/Xuh2Tp8+jfHjx4PL5cLU1BTXrl2DhYWFOKE1CQoKCli8eDHGjh2L5ORkbN26FbNnzxapLR0dHbHmhvCSRB0dHbl7Y2wK6Pj9z/v37xEfH49evXrVWEy6PrUdw27duuHy5ct4+fKlVCsZNlV0HoqnvuPHq4rG5XLrPK95XzCFOe+Fdfr0aTx//hyBgYGwsrKq8XhOTg52794NAJg8ebJU5wwCdA6KS9zj9/r1azg4OPDPwYKCAmRmZkJfX59/X1paGgwMDBr1PJUleT4HhY1HXodJymNMzYmuri4AIC8vT+y2RE70cnJy0L9/f36FmFWrVmHmzJlCt3Pt2jX4+fmhvLwcBgYGuHLlClq2bClqWE3O6NGjsWLFCjx//hyrVq3ClClTRGqHYRix39B4bcjbG2NTQcevUmhoKFRVVdGmTRuhj8XHx9DIyAjt2rXDjRs30L17d3A49PHSEDoPxVPX8eNNIygqKqrz2NrZ2eHq1atgWbZRztW8vDxcv34d/fv3r3W+XWFhITZv3ozS0lLMnTtXZl/k6RwUj6jHr6SkBKmpqejduzf/udnZ2QAAfX19/n3p6elwdHRs1n8feT0HhY9HPoduQi5jaj54/261tLTEbkukT6LCwkIMGjQIoaGhAICFCxfixx9/FLqde/fuwcfHByUlJdDW1salS5fg4uIiSkhNFofDwZIlSwBU9oRs3rxZtgERIqbQ0FC4urpKbKhlr169kJqaipcvX0qkPUJEoaSkBEVFxVqHSvLY29ujqKgISUlJjRLD9evXweFw0KtXrxqPlZaW4p9//kFmZiYCAwPlpmgMkZ6kpCSwLFutpzcrKwsAoKenB6DyPMnJyWn2U2OaCw7Lyu2NNJ4HDx4AQK2jNoQldKJXWloKX19f3L17FwAwe/ZsLF++XOgdP336FIMGDUJBQQE0NDRw/vx5kSr08VahZxgGCQkJQj9fHowYMQLt2rUDAKxevVrG0RAiuvv37+Pdu3fo3LmzxNps2bIlrKyscOPGDYm1SYiwGIaBurp6vYmetbU1lJSUEBMTI/H9FxYW4ubNm/jss89qFCmrqKjAzp07kZiYiK+//hpmZmYS3z+Rf4mJiVBUVISpqSn/vuzsbHA4HP4Q3oyMDABUcbOpkHVlTUlX3aza01rfra7lYqq6ePEihg8fDgsLC6ioqMDCwgLDhw/HxYsXBY6nsLAQa9euRefOnaGvrw9NTU04Oztj7ty5EpkfJ4r8/Hxs3rwZDMNIZM1ToYdufvnll7h8+TKAyivtkydPxrNnz+rcXkNDg1/ilyc+Ph79+/fnd00uX74cOjo69bZjYWHBH7MqrKdPn+Lp06f833mlhYHKict79uyptv0XX3wBTU1NkfYlCoZhsHTpUgwbNqxabIQ0JQkJCQgKCkL37t3RunVribXLMAx69uyJvXv34t27d9W+xBAiTWpqavUmekpKSrCzs0NMTAz69Okj0X3funUL5eXltfbmBQcH4/nz55gxYwZ/2R7y6Xn79i3MzMygqPi/r3ZZWVnQ0dHhDyWmpRWaFirGUhPLspg+fTq2bdtW7f7k5GScPHkSJ0+exNSpU/HPP//UO1Q2Pj4egwYNQnR0dLX7o6KiEBUVhR07duDQoUP4/PPPG+V11Ob58+eYMmUK3r59C4ZhMHnyZLHbFDrRO3HiBP/n69evw9XVtd7tvby8EBwcXO2+27dvIy0tjf/7nDlzGtzv7t274e/vL1SsPP/99x+WLl1a62N3797l907yeHt7SzXRAwAfHx+4u7vzF4onpCnJzc3Ftm3bYGlpiZEjR0q8/Y4dO+LkyZO4ceMGxowZI/H2CRFEQz16AODg4IArV66Ay+VKbJ5eaWkprl+/jm7dutWYd8flchEcHIxOnTp9clMfSHXl5eXVkjygskev6kXy9PR0KCoqSr1IDxENI6dz9MSNacaMGfxK+7Wpb2m1n3/+mZ/kubm5Yd68eWjZsiXi4+OxZs0ahIWFYdu2bTAyMqpzxGF+fj4GDx7MT/KmTJmC0aNHQ01NDTdu3MDKlSuRk5ODkSNH4v79+w3mOjzLli0TaLuqCgsLkZqaitDQUH6HF8MwmDp1qsD7rY9E1tEjkrFs2TKpXjkgRBLKy8uxY8cOcLlcTJkypVGWQVBUVISXlxcuXryIoUOHSv1CDCGA4InemTNnkJSUJJH5FQDw6NEjFBYWom/fvjUei4iIQEZGhsiFvEjzYWlpiYiIiGoXGbKysvjz84DKRM/AwIAKWzURzbVHz9jYGG3atBH6eXFxcVizZg0AwN3dHbdu3eIvd9OpUycMHToUXl5eePz4MVavXo2JEyfWWuDx999/R1RUFABgzZo1+OGHH/iPeXh4oGfPnvjss89QWFiIb7/9FtevXxcoviVLlohVAIhXMXbcuHHYtGmTyO1UJfS/9KoLUQpy+7g3DwD8/f2Fbqeu3rzg4GD+NjY2NrVus2TJEqH2VVc7otizZ4/AC3cOHDiwWhwfDyklRB4dP34cr1+/xpQpU0QeXi2I7t27g2VZ3Llzp9H2QUh9BEn0GmOeXkpKCoyMjGotsBIcHAw7OzuJJZWk6bKyskJpaSlSU1P59+Xk5FTrvUtPT6dhm00IL9GTx5ssrF+/HuXl5QAql3T7eE1TdXV1foJUXl6OP//8s0YbZWVl2LBhAwDA2dkZ33//fY1tPDw8+MMmb9y4gSdPnggco7D5De+moaGBwYMH4+LFi9i7d2+N3nlRUY8eIURk9+/fx82bNzF69OhGXxaloqICCgoKAi/AToiktWjRApGRkfxzsTaKiopo2bKlROfpZWRk1JrkJScnIyYmBpMmTZLIfkjTZmlpCaCyKAtvLrOxsTHevn3L3yY9PR0ODg4yiY8Ir7kO3RQFy7I4deoUAMDJyQldu3atdbuuXbvC0dER0dHR+O+//7Bx48ZqvWzBwcH8GiETJkyos3fb398fW7duBVA5bU2QgpHCFo1jGAZqamrQ19eHra1to/S0U6JHCBEJr/iKp6enVBYzP3z4MFRUVNCvX79G3xchtXFxccHZs2cRHx9f75dlOzs73L59W2L7zczMrFHUDKj8wqKjowM3NzeJ7Ys0Xerq6jAyMsLbt2/RpUsXAEDbtm1x6NAh5OfnQ0NDAxkZGdSj14RUVriUv0RPFgN/X79+jeTkZACV9T/q4+XlhejoaCQlJSEhIaHa+2fV9+b62nF3d4eGhgYKCgoEHknUUFyyQIO0CSFC4xVfsbCwgJ+fX6MvShsWFobw8HD4+flBXV29UfdFSF0sLS2hra2N58+f17udkZER8vLyUFJSIpH91tWjFxMTAzs7uzp7F8mnx9LSslpZ+DZt2oBlWTx//hx5eXkoLS2lRK8JYRhWbm/iOHr0KBwdHaGmpgYtLS3Y29tjwoQJ9faIVV1L18nJqd72qz7+8Rq8grbDG51RWxtNCSV6hBChVFRU8IuvTJ06tVGKr1RVWFiII0eOoG3bttRzQWSKw+GgdevW9S4FBICflPHWLBNHYWEhioqKoK+vX+Oxzz77DE+fPpXZek9E/lhbW+PNmzfIz88HAOjo6MDKygqRkZG0tEITJOt5eA3N0cvNza12E/Ti1osXLxATE4Pi4mLk5+cjLi4O+/btQ69eveDr64ucnJwaz6k6BNnCwqLe9nnDmD9+XtXfNTQ0GqwrwGvnw4cPErtwJ22U6BFChHL8+HG8evUKAQEBjVp8hefUqVMoLi7GqFGjGr3nkJCGtGnTBu/evas3ieN9kZZEosdro7ZEz9vbG6ampvj333/B5XLF3hdp+jw8PKCgoFBt0WhXV1e8ePGCX6Sltt5hIp8YOUjoarvx5uhZWlpCR0eHf1u5cmW9r0ddXR2jR4/G9u3bcfv2bYSFheHy5ctYuHAh/7z877//4OPjg7KysmrPzcvL4//cUOXtqssz8C56fNyOINW762vnY6WlpQ22Jy5Rkk1K9AghAnvw4AGCg4MxcuRItGrVqtH3FxcXh9u3b8PHx6fWL7qESJuzszM4HE69wze1tbWhqKjI70ERB6+tjxf1BQAFBQWMGjUKCQkJuH//vtj7Ik2fpqYm+vbti5s3b/LPv7Zt26K4uBhJSUngcDh0wawJkfXwzIaGbr59+xY5OTn8208//VTv60lOTkZQUBACAgLQvXt3tG/fHn379sXy5cvx/Plz/qidmzdvYsuWLdWeW7UQm7Kycr37UVFR4f9cVFRUazsNtdFQOx+ztbXFhg0bGqVgXGhoKIYNG8ZfWkIYlOgRQgSSkJCAQ4cOwcPDA5999lmj76+srAwHDx6EjY2NVPZHiCDU1NTQsmXLeodvcjgc6OvrS6RHT0dHBz169MDVq1dRUFBQ43F7e3t07twZ//33X4NXnMmnoVevXtDU1MSZM2cAVA5z09XVRWFhIbhcbq0XDYh8UuBw5fYGVF6IqnqrmhjVpr5RQC1atMCxY8f4CdjH68ipqqryf26o96xqz9fHSzDw2hGkB66+dj727t07fPfdd7C1tcWyZcsQGxvbYPv1KS0txYkTJzBo0CB06tSJ/+9ZWJToEUIa9PLlS2zcuBEWFhYYPXq0VK4IX758GR8+fMDYsWNpcV8iV1xcXBAdHV3vcEkDAwOJJHoA0L9/f3C5XFy5cqXWx319fVFRUYGjR4/WGO5EPj0qKioYNGgQHj16hLdv34JhGLRt2xbx8fH8JUJI08ABCw4jh7dGqgRqZ2eHvn37Aqgc0ZOSksJ/TEtLi/9zQxe1ql4U+3iIJq8dQS6M1dfOx65evQoXFxekpqZi6dKlcHJyQqdOnbBq1SoEBwdXG3pal+joaBw8eBCTJk1CixYtMHLkSFy4cAHq6upYuHAh5syZ02AbH6PlFQgh9bpz5w7+/fdfODk5YfLkyY1efAWovDJ26dIl9OvXD+bm5o2+P0KEoa+vj7KyMpSWlla7ylyVgYEBEhISJLI/bW1teHt748aNG+jZsyd0dHSqPa6jo4ORI0fi4MGDiIuLw5AhQ9C5c2e6QPIJ8/DwwLVr1/Dff/8hMDAQbdu2xe3bt9G1a1c8e/YMXC6Xzo8mQBIVLhtDY8bUunVrnDt3DkDlUE8zMzMA1QuwJCUl1dtG1QIsVQuz8NoJCQlBQUEBsrOz6+1l5LVjZGTUYG9lr169EB4ejqCgIPz22294+fIlnjx5gtDQUACVa+bZ2dnB2NgYenp60NPTQ1FREbKyspCVlYX4+PhqySDLslBTU4O/vz8WLVqEFi1a1Lv/ulCiRwipFZfLxenTp3H58mX06NEDfn5+UinjXlFRgUOHDkFfXx8DBw5s9P0RIize0KKSkpI6Ez1DQ0M8efJEYvvs27cvbt26haCgIPTt2xc2NjbV/j16eHjAzs4Op0+fxr59+3Dt2jUMGzYMrVu3pjlZnyAFBQX4+Phg27ZtiIqKgqOjI5SVlaGgoICcnBwkJSXByspK1mGSBjAMF/L4z5dhGq/4E8vWnkS2bt2a/3NUVFS9bVR93NnZuUY7x48f529X18Lr5eXliI+Pr7WNujAMgzFjxmDMmDG4evUqduzYgTNnzqCoqAgsyyIuLo7fZlUfv2ZXV1dMmTIFX331VY0Le8KiRI8QUkNpaSn27t2Lp0+fYsSIEejVq5dUviyyLIujR4/i9evX+Pbbb6XSe0iIsHhXduub42FgYICioiIUFhZKZO1HdXV1fPHFFzh27BgiIiKgqqoKBwcHODs7w9nZGUZGRmjRogWmTJmCV69e4eTJk/j777/h6OgIX19f+lL/CWrXrh1sbW1x8uRJ/Pjjj2jTpg0SEhKgpqaGyMhIOieaAA6HBYcjfz16jbmI+4sXL/g/83rzgMpiJ2ZmZkhJScHNmzfrbePWrVsAAHNzc9jY2FR7rHv37vyfb968WWei9/jxY/7QTU9PT6FeAwD06dMHffr0QUlJCUJCQnD79m3cu3cPSUlJ+PDhAzIzM6GqqgojIyMYGRmhbdu26NGjB3r06AFra2uh91cXSvQIIdXk5ubin3/+QXJyMqZMmYL27dtLbd9PnjzB7du3MXbsWKlU9SREFFV79OrCKxWenp4usS/UHh4e6NKlCxITE/Hy5Uu8fPkSR48eBZfLhb6+PpydndGnTx/Y2dnhu+++Q2RkJP777z+sWrUKnTp1wpAhQ2gNtU8IwzDw9fXFH3/8gdDQUHTq1Albt26Fi4sLHjx4gF69ejVYYILI1qc2dPPVq1f8uch2dnbVpm4wDAMfHx9s2bIFUVFRePDgQa1J2oMHD/g9ej4+PjUuUnt7e0NHRwc5OTnYu3cv5s2bV+uF7D179vB/9vX1Ffk1qaio4LPPPpNZUTkaoE0I4Xv37h3Wrl2LzMxMfPfdd1JN8p49e4arV6+iT58+Il09I0RaeIv51jVsE/jfWnqSWGKhKg6HAxsbGwwcOBDfffcdfv/9d8yYMYO/VtqaNWsQFxcHhmHg6uqKhQsXYsyYMYiJicGyZctw7Ngxqs75CWnVqhVcXV1x+vRpODg4QE1NDfr6+igoKMC+ffto/UU5x3BYub0J68yZMygvL6/z8dTUVHzxxRf8glIzZ86ssc23334LRcXKPqrAwMAaSx4UFRUhMDAQAKCoqIhvv/22RhvKysr45ptvAFQWmvv9999rbHP//n3s3LkTAODl5YVOnToJ8ArlEyV6hBAAlWPVf//9d6ioqGDevHkSHTrQkOTkZOzevRutWrWCj4+P1PZLiCgiIiJgampab++YhoYGdHR0JFaQpS6qqqpo27Yt/Pz8sHDhQlhYWGDjxo0ICwsDUDlXq3v37liyZAkGDhyIe/fuYfHixbh06ZJUFvglsufj44OMjAw8fPgQHTp0wIsXLzBhwgSEh4fXWcmVyAcOw5Xbm7ACAwNhbW2Nb775BkFBQbh//z6ePn2Kq1ev4ueff0abNm3471vdu3evNdFzcHDA3LlzAVQOrfT09MThw4fx+PFjHD58GJ6ennj8+DEA4IcffoC9vX2tsfzwww9wcHAAAMybNw/Tpk3DjRs38ODBA6xcuRL9+vVDeXk51NTU8Oeffwr9WuUJDd0khODu3bsICgriV9aU5nCe3NxcbNmyBYaGhhgyZAhVgiNyraKiApGRkdXmedSGYRg4OTk1WDRAktTV1TFr1izs3bsXO3bswMiRI+Ht7Q2gcvjQwIED0b17d1y4cAFnzpzBzZs3MWTIEHTp0oX+3TVjpqamaNu2LZ48eYJBgwbh7t270NbWxoABA3D69GlYW1vDyclJ1mGSWojae9bYGBHn6KWkpGDTpk011sirasSIEdixY0edVS5/++03pKWlYdeuXQgLC8Po0aNrbDN58mQsX768zn1oaWnh3Llz+PzzzxEbG4tt27Zh27Zt1bbR1tbGwYMHpTqyqTHQOzshnzAul4v//vsPBw8eRLdu3TBjxgypJnmlpaXYunUrKioqMH369AbLFxMia69evUJBQQHatWvX4LZOTk5ISkpCbm6uFCKrpKSkhEmTJqFnz544cuQI/vvvv2rD87S0tODn54dFixbBzs4O+/fvx4oVK6oVQCDNj7OzM16/fg0rKyvo6Ojg0aNHGDx4MJydnbFz506JrflIJKsy0ePK4U34RG/v3r1YunQpBgwYAAcHB+jr60NRURG6urpo27Ytpk2bhnv37uHYsWP1LnnA4XCwc+dOnDt3Dj4+PjAzM4OysjLMzMzg4+OD8+fPY8eOHQ1evGrVqhXCwsKwevVquLu7Q1dXF+rq6nB0dMScOXMQERGBwYMHC/065Q316BHyiSotLcW+ffsQFhaG4cOHo3fv3lItw86yLA4cOICkpCR899130NPT4899IkRehYeHQ0dHR6ACK7xekujoaKnO8eBwOPjiiy+gpaWFU6dOwc7ODq6urtW2MTY2RkBAABISEnDixAn8/fffWLp0KRVraaacnJxQUVGBuLg4uLu74+HDhxgxYgT8/f2xevVqbN++Hd9//z1VOpYzlYmerKOoSZQePS8vL3h5eUkshs8//xyff/65WG1oaGhg3rx5mDdvnoSikj9yePoQQhoTl8vF/fv3sXTpUkRGRmLKlCno06eP1NfaOnfuHB4/fgx/f3+pzgckRFQsyyIiIgKurq4CDXXU0dGBmZkZXr58KYXoajIyMgJQvUT5x2xsbDBz5kyoqqrizp070gqNSBlvkeaoqCh06tQJeXl5iI6OhqamJqZMmYKUlBQcPnxY1mGSj8lB0ZVaC7HI4XBSUjtK9Aj5RLAsi/DwcPz222/Yv38/bGxssGDBApmMP3/06BHOnz+PoUOHws3NTer7J0QUKSkpSE9PF2jYJo+TkxNiYmIaMaq6RUREwMzMrMFeOhUVFXTp0gX37t3jV7wjzUvVOaOWlpYwNTXFtWvXAABWVlb48ssvce/ePdy9e1fGkZKqGEbWQzTruDXigulEsuQ60QsNDcWKFSswcOBAWFpaQkVFBZqamnBwcMDEiRMFuvpYXFyMU6dOITAwEF26dIG+vj6UlJRgYGAADw8PLFmyBO/fvxconpSUFPj7+8PIyAjq6urw8vLC1atX69w+ISEBDMPwb3UtyljVkiVL+Ns3drU28umIi4vDunXrsHXrVmhra2PevHmYMmUKWrRoIfVY4uPjsX//fnTt2hX9+/eX+v4JEQXLsrh06RLU1NTqrORWGyMjI+Tm5oJlpXsFvKKiAs+fP68xZLMun332GfLz8/lV70jzY2Njg9TUVHC5XAwePBgvX77kFwvy8PBA9+7dcfjwYfruIUdk3XMnyeUViGzI7Rw9Ly8v/sr2VZWWliI2NhaxsbHYs2cPxo0bhx07dvAXsK0qIiIC3bt3R15eXo3HMjMz8eDBAzx48ADr16/H9u3b4efnV2c8KSkp6NKlC5KSkvj33bp1C/3798fevXvx1VdfNfiaQkJCcO7cOQwaNKjBbQmRhOTkZJw6dQrPnj2DpaUlZs2aBWdnZ6kP0+TJyMjA1q1bYWNjgy+//FJmcRAirLt37+Lx48eYNGmSUPOY1NXVUV5ejrKyslo/pxpLfHw8CgoKBE70TExM4OjoiNu3b6Nz586NHB2RBQMDA3C5XGRlZaF9+/awsbHBf//9hx9//BEMw2DkyJFISkrC9u3bMX/+fGhpack65E+e3M7Rk/KFKyI6OTx9KiUnJwOonFswe/ZsHDt2DA8fPsT9+/fxxx9/wNzcHACwf/9++Pv719pGbm4uP8nz9PTEypUrceXKFYSGhuLSpUuYNm0aFBQUkJubizFjxuDChQt1xjNnzhwkJSXBw8MDZ86cwZ07dzBnzhywLIvp06cLXLFq0aJFQhwFQkSTkZGBvXv3YsWKFUhNTcWkSZPw448/onXr1jJLroqKirB582aoqalh6tSpNOmfNBlv377FkSNH0KNHD7i7uwv1XF4V28LCwsYIrU4RERECF43h6dGjB+Lj46td0CTNB28Ib0ZGBhiGwbBhw5CYmMjvxVVSUsKUKVNQVlaGXbt2oaKiQpbhElCPHhGf3PboOTk5YcWKFRgxYgQUFBSqPda1a1eMGzcOnp6eiImJQVBQEKZPn47PPvus2nYcDgd+fn5YvHgxWrduXWMf/fr1w8CBA+Hr64uKigoEBgYiNja2xhfhkpISnDp1CpaWlrhy5Qo0NDQAVCaPXC4XGzZswLlz5zB+/Pg6X4+hoSHS09MRGhqKkydPwtfXV9RDQz4BkZGRePPmTb3bVD1Pq/6cnZ2NBw8eQF1dHX5+fvD09ISiomz/qVdUVGDnzp3Izs7GDz/8AE1NTZnGQ4igioqKsGPHDpiamuKLL74Q+vnq6uoAKhO9+kqGSxKvaEzbtm2FWh+vXbt20NHRwa1btzBmzJhGjJDIgp6eHhiGQXp6OhwdHeHg4AAXFxecOnUK7dq1g4KCAvT09DB58mRs3LgR58+fx5AhQ2Qd9ieNevSIuOQ20Tt79my9jxsaGmLdunX8N6Fjx47VSPS6deuGbt261duOj48Phg8fjuPHjyM+Ph5hYWHo0KFDtW0yMjJQUlKCzp0785M8nt69e2PDhg38Hsi6+Pv7Y9++fUhLS8PixYsxbNgwGrZGasjOzsbhw4f5Jdx5X9Jqm99T15wfBQUFDBw4ED179oSqqmqjxiuoY8eOISoqCrNmzYKJiYmswyFEILwlQPLy8jBr1iyReqFl0aP37t07oYvGAJXvHZ6enrh27Rp8fX2luqYmaXxKSkrQ0dGpNgLJx8cHK1euxN27d/nfoRwdHdGrVy8EBwdj4MCBMr9Q+ElTYAGFhjeTPkr0RFVcXIwnT57g/fv3KCwshI+PD7S1tRttf036X6+3tzf/5/j4eJHb6dmzJ44fP85v5+NET09PD4qKinj8+DEKCwv5V2gBIDg4GAAa/PKqoaGBH3/8Ed9//z0iIyNx9OjReucEkk/T5s2bkZOTg4CAALi5uTWLiwHBwcG4efMmxowZw19XjJCmIDg4GGFhYZgyZQp/qQJh8RZLl+aX5fDwcKioqMDBwUHo53bt2hXnz5/Hy5cva3wWkqbPwMCgWqJnYWGBzp074/z58+jevTv/4mLXrl1x7do1vHjxQuB5nkTyqEev+Xj79i1+/vlnHD58uFp148jIyGqjDnft2oV//vkHOjo6uHz5stjfA+Xw9BFcaWkp/+ePh3cKo6SkpN521NTU0L9/f7x58wb9+vXDuXPncO/ePcybNw9//vkn1NXVBVq0ccaMGTA1NQVQWV2Ty6XytKQ6TU1N2NraokOHDs0iyXv+/DmOHj2KXr16oXv37rIOhxCB8RYS79Wrl1hLgNy9exfGxsZSXSuS98VBlB7I9PR0AJBJRV7S+D5O9ACgU6dOyM3NRWZmJv8+c3NzmJqa4smTJ9IOkVQh63l4NEdPMkJCQuDm5oYDBw6gtLQULMvWOSpr6NChiIiIwPXr13H58mWx992kE72bN2/yf3Z2dm7Udv78808YGBjg7t27GDx4MDw9PbF27VqwLIuNGzcK9KGopqaGn376CQDw8uVLHDp0SOSYSfNkYWHRbAohpKSkYOfOnXBxccHw4cNlHQ4hAissLMSOHTtgaWmJYcOGidxOXl4ewsLC0L17d6lduImLi0NCQoLIvXFRUVHQ0tKqd5F10nQZGhrWSPR4I5LevXtX7X53d3dERERUu6hOpIvhyO+NCCY7Oxs+Pj7IzMyEqakptmzZgsjIyDq3NzQ05HcenTt3Tuz9N9k/FZfLxapVq/i/jxw5UqR2wsPD+QfSxcWlzkSvVatWePjwIfz8/KCrqwtVVVV4eHjg7NmzmDx5ssD7mzp1KiwsLAAAy5Yto6pWpBpLS0tkZmZKvUKfpOXl5WHLli0wMDDApEmThCoIQYgssSyL/fv3o7i4GJMnTxZryOWDBw8EXkNVErhcLo4cOQJra2uReyGjoqLg5OTULEYUkJoMDAyQk5NTLXnT09ODiopKjTWFO3bsiJKSknq/lJJGxrAARw5vDPXoCWrjxo1IS0uDsbExHjx4gGnTpsHFxaXe5/Tt2xcsy+Lhw4di77/Jfvtav349/wD4+voKXfIaqByyGRAQwE+2VqxYUe/2dnZ2OHz4MLKyslBUVIR79+4JNGSzKhUVFSxcuBAAEBsbi3379gkdN2m+eBcB3r59K+NIRFdWVoZ//vkHZWVlmDFjhtwUhCFEEKGhoYiIiMCECRNgYGAgcjtcLhd37tyBm5ub1KrM3r17F0lJSfDz8xPp4kpBQQHevn1Lc2mbMd45XXWYJsMwMDU1rdGjZ2xsDCsrKzx+/FiqMZL/kXWvHfXoie/MmTNgGAZz5szhf8drCG/Onjj1R3ia5J/q5s2bmD9/PoDKN6ItW7aI1M6sWbP4b2ATJkzA0KFDJRZjfSZPngwbGxsAwK+//lptUib5tLVo0QI6OjqIiIiQdSgi4VUpTEpKwvTp06Gvry/rkAgRyosXL9C+fXu0bdtWrHZiYmLw4cMH9OjRQ0KR1a+wsBCnT59G165dYWtrK1IbMTExYFkWjo6OEo6OyIuqa+lVZWJiUqNHD6icv/f8+XMUFRVJJT7yEY4c34hA4uLiAKDGygD14S3FwyvmJY4m96d6/vw5fH19UV5eDlVVVRw9elSkSeMrV67Ejh07AFS+kf3999+SDrVOSkpK+OWXXwAAr1+/xq5du6S2byLfOBwOOnTogNDQ0CZZrCckJASPHj3CuHHj+BczCGkqSktL8e7dO5GqVX7szp07MDExQcuWLSUQWcPOnj2L8vJy+Pj4iNxGVFQUjI2N6QJNM6arqwsOh8MvusPD69H7uEBEx44dUVFRgfDwcGmGSf4fR0l+b0QwxcXFACDUcjV5eXlCP6cuTWp5hdevX6Nfv37IysqCgoIC/v33X6EyZJ6tW7diwYIFACoXZj9//nyN9fEa2/jx47Fy5UrExcXht99+g7+/P1RUVERur74KPsI8X5w2PmWSPH4dO3bEjRs3EBsbK5EvnNKSnZ2No0ePonPnzujYsaPQx4LOQfHRMRTPq1evwOVy0apVK7GOYUJCAp4+fcovQtTYf4+UlBTcunULQ4cOhba2tkj7y8/PR2RkJNq2bUufJTLU2MePYRjo6+sjIyOj2j5atGiBkpISZGZmVkv0dXR0YGVlhaioKHTp0qVRYpI0eT4HhY6Jw1Te5E2T6yaSHWNjYyQlJeHt27do3769QM/hjTaURFGsJpPopaSkoE+fPkhJSQHDMNi1a5dIVy6DgoLw9ddfAwCsra1x5coV/lAGaVJUVMSiRYswfvx4vH37Ftu3b8esWbNEbi8nJ0fsD+f8/HwAoEn4IpDk8dPT04OlpSXCwsKaTIlzlmVx/Phx6Orqon///sjJyRGpDToHxUPHUDyxsbHQ09ODmpqaSOcwUDn3+/Dhw7C3t0e7du1EbkdQLMvi9OnTsLS0RMeOHUXaX0lJCYKCgqCiooIuXbqIFTOdg+KRxvEzNTVFTk5Otb+ztrY2tLW18ebNmxrLTGlqaoLD4TT6uSwp8nwOCjsUT17nw8ljTPKqS5cuSEpKwtmzZzFkyJAGty8vL8c///wDhmEkMvS/SSR66enp6Nu3L169egUA2LRpE8aPHy90O6dPn8b48ePB5XJhamqKa9euCTwxsjGMHTsWK1asQFRUFFasWIGAgACR29LR0YG2trbIz+cliTo6OnL3xtgUSPr4OTg44MmTJxg1apTYbUnDo0ePEBoaioCAAH6pbmHROSg+OobiefXqFQwMDKCnpyfy8du/fz9SU1Mxf/58qQyBDAsLQ2RkJGbMmCHS/srKyrBnzx4kJibi22+/haWlpVjx0DkoHmkcP21tbbx9+xY6Ojr8+7S0tFBUVISsrKxq9wOVQ8+0tLRq3C+v5PkcFDoe6tFr8saOHYtjx45hz549mDhxYr1VmMvLyzFp0iTExMSAYRhMmDBB7P3LfaKXk5OD/v3748WLFwCAVatWYebMmUK3c+3aNfj5+aG8vBwGBga4cuWK1OZO1IXD4WDJkiUYPXo03r17J3JRGaDyzUPcNzReG/L2xthUSPL4WVlZ4dq1aygqKoK6uroEoms8eXl5OHr0KDp06CDy2l08dA6Kj46haMrLy/H69WsMGjRI5OP3+PFjPHjwAOPHj5dKb3xpaSlOnDgBFxcXkYrHVFRUYNeuXXj9+jUCAwNhZWUlkbjoHBRPYx8/AwMDPH36tFr7CgoKMDIywocPH2rst6KiAgoKCk3q7ynOMXz//j02btyIvXv3IisrC9bW1pg2bRqmTp0q9uexsPEwDANGDhO9JnQqyJyPjw969uyJGzduoF+/fli4cGG1JeEqKirw6tUrXLlyBRs2bEB0dDQYhsHw4cPRrVs3sfcv1zl5YWEhBg0ahNDQUADAwoUL8eOPPwrdzr179+Dj44OSkhJoa2vj0qVLDa5hIS1+fn78D+hVq1ahoKBAxhERecAbl52SkiLjSBp27do1VFRUNJneR0Jqk5aWhrKyMpiamor0/IyMDAQFBaFjx45Sm8t09epV5OTk4IsvvhD6uVwuFwcOHMCzZ88wZcoUtGrVqhEiJPLIwMAABQUFtVbSrG1ZjoqKik9mLdTo6Gi4urpizZo1SElJQVFREaKjo/Hdd9+hR48e0h++yuvRk8cbEdjx48fRvn175OfnY8GCBbC3t+cn/W5ubrC3t8fXX3+N6OhosCyLLl26YM+ePRLZt9z26JWWlsLX1xd3794FAMyePRvLly8Xup2nT59i0KBBKCgogIaGBs6fP4+OHTtKOlyRMQyDJUuWYMSIEUhLS5PYH5Y0bS1atACHw0FKSopcfwErLS3FnTt30K1bN2hpack6HEJEJs4X2YqKCuzZswdqamr48ssvpdLzkZmZiUuXLqFnz55C9x4WFRUhKCgIT548gb+/P9q0adNIUTYN2dnZOHz4cK2Jj7q6Ovz9/aGsrCyDyBoHby29jIyMatNXSktLa32dvB695o5lWYwcORKZmZn89ZV59wNAeHg45s6di+3bt0stJoYjpz16n0beLzG6urp48OABlixZgs2bN1ebq1m1voa6ujpmzZqFZcuWSew9R24TvS+//BKXL18GAPTq1QuTJ0/Gs2fP6txeQ0OjxtpB8fHx6N+/P7KzswEAy5cvh46OTr3tWFhY8NevkBZfX1+4ubkhLCysRslj8mlSUFCAhoZGtUVt5VFISAiKiorg7e0t61AIEQvvQ1WUdU0vXbqEV69eYc6cOVIban3y5Emoqalh4MCBQj3v9evX2L17N/Lz8zFp0iS5uvApK2fPnkVsbCx/kWIeLpeL0NBQREREwN3dXUbRSR4v0UtPT6+R6NVW/ZvL5X4SPXr3799HZGRknY9XVFRg//79WLt2rfS+J8pr71nzPx0kTllZGStWrMDChQsRHByMJ0+eIC0tDRUVFTAwMICbmxv69Okj8bmwcpvonThxgv/z9evX4erqWu/2Xl5eCA4Ornbf7du3kZaWxv99zpw5De539+7d8Pf3FypWcTEMg2XLlglUjYd8Gl6+fIm8vDy5GWJcGy6Xi+vXr6Ndu3YyqVxLiCSJmujFx8fj/PnzGDhwoNR632NiYvDkyROMHz9e4HWWuFwurly5gjNnzsDKygrffPMN/btF5ZDdBw8ewNfXF717967x+OrVq/HkyZNmlehpa2tDSUmpxoXEkpKST7pH7+HDh+BwOPWuYVtSUoJnz56he/fu0gmKEr1mR0NDA4MGDcKgQYOksj+5TfQ+NYMHD0bnzp3x8OFDWYdC5MCNGzdgaWkp18M2o6KikJqairFjx8o6FELEpqRUuQJweXm5wM/hcrnYv38/rK2the5ZE1VFRQWOHj0KGxsbdO7cWaDn5OTkYM+ePYiJiUG/fv0wePDgT+KLuyDOnTsHbW3tOtfk7dixI06fPo2ioiKJLF4sDxiGgYGBQbURRCzL1jl081Pp0VNUVBRomSpFRel9dWY4HDkduil/axSS2sltoieJhS79/f2l3jtXlY2NjVCvIyQkpBGjIU1Famoqnj9/jvHjx8t1lbMbN27AyspK5tVrCZEEURK9p0+fIi0tDfPnz5da4nT37l0kJydj3rx5An35TklJwYYNG8DhcBAYGAgnJycpRNk0pKSk4PHjxxg1ahT/7/+xDh064MSJE4iIiGgyC4YLwsDAABkZGfzfy8rKwLJsrYleeXn5J3FhoG/fvg1+Z9PT04Obm5uUIgL16BGxyW2iR8inqLy8HPv27YO+vr5cz52pqKhAdHQ0hg0bJtfJKCGC4nA4UFJSEnjoJsuyuHr1Kuzt7SW2LIEg7t27Bzc3N9jY2DS4bUpKCv7880/o6uoiMDCQCiZ95MyZM9DX16+3hLm+vj7s7Ozw5MmTZpXoGRoaIjY2lv97aWkpANSYo5eXl4ecnBwYGRlJNT5ZcHR0xODBg3HhwoVqxVh4GIbBnDlzap3H2FioGEvTt2/fPrGeL8q64VVRokeIHDlx4gQSExPx/fff13mFWR68f/8e5eXlUv2CS4ggykrzUVKcDZYFlJU1oawq+KLJSkpKAvfovXr1CgkJCZgxY4Y44QqlqKgIb9++RY8ePRrc9t27d9iwYQN0dXXxzTffQFNTUwoRNh1v3rxBeHg4xo8f3+BQvI4dO+LEiRMoLCyU+3VNBaWvr4+MjAywLAuGYVBSUgIANXr0eMmgg4OD1GOUhX379mHAgAF4+PAhFBQUUFFRAUVFRZSXl2PcuHFYsGCBdANiGPnMqpi65zGS6vz9/UW+IM4wDCV6hDQXjx8/RnBwMEaNGiXQ1XpZSkpKAgCYm5vLOBJCKlVUlCE7PRqlJbnV7ldQVIWeoSOUlDUabENZWVngHr2HDx/CwMBAqgWTXr16BZZlYW9vX+92vCRPS0uLkrw6XL58GS1atBBonqObmxuOHTuG8PBweHh4SCG6xmdoaIiSkhLk5+dDS0urzh69mJgYGBkZQU9PTxZhSp2enh7u3r2LM2fO4MCBA/jw4QNatmyJgIAAdOvWTfojWOR26KYcxiTHJDEdTVSU6BEiB96/f4+DBw/C3d29zqIA8iQ5ORkGBgbNpjgBadpYlovMtOcoLyus8VhFeTEy0p7DyKQdFBTrH3IlzNDNrKwsmJqaSrVIRWxsLLS1tesdRvfhwwds2LABmpqamD17NiV59dDU1BTo76erqwsTExMkJiY2m0RPX18fQOV6jFUTvY979GJiYj6Z3jweRUVF+Pr6wtfXV9ahgGE4YOSwEA7N2BDc69evG9ymoKAA0dHRCAoKwrFjx9CtWzds27YNGhoNX6BsCCV6hMhYcXExtm/fDj09PYwZM6ZJzHlLSkqqtv4SIbJUXJhZa5LHw3LLUZD3Dtp6NvW2o6ysLPDQzdzcXFhaWgoTptji4uLQqlWret8jLl68CA6Hg9mzZ9OcvHo4ODjg2LFjKCkpEWjOlYmJCd6/fy+FyKSjoKAAAPhfJHlDN6sei5ycHLx//15qFWVJLahHr8mztrYWaLvWrVvD19cXR48exZgxY/D111/j+vXrYu9f/i4TEPIJYVkWQUFByMzMxJQpU6CqqirrkBrEsiySkpJo2CaRG0WF6Q1vU/ChwW2EGbqZk5Mj8YVtG9rfmzdv6h22WVpairCwMHTr1o2SvAY4ODigoqICr169Emj75pbovXv3DkpKSvyevdp69GJiYgB8OvPz5BKHI7830ihGjhyJiRMn4vbt29iyZYvY7dFfihAZunXrFh49eoSxY8fC1NRU1uEIJDc3F/n5+dSjR+QGl9twcsZla1bR+5igxVi4XC7y8vKkmuhduXIFSkpK6NSpU53bhIeHo7i4uFlVh2wsJiYm0NLS4iczDWnRogVycnJQVFTUyJFJx7t372BiYsIfulrbHL2YmBiYmJhI9TwnH/n/qpvydqMevcb1xRdfgGVZ7N27V+y2aOgmITLy/v17HDt2DF5eXnB3d5d1OALjVagrLi6WcSSEVFJUVENZSV4D2zQ8PE/QHr28vDxwuVypfQHOzs7GrVu30L9//3qrPoaEhKBly5afRCl8cTEMA3t7e4ETPRMTEwCV65zKe7EsQbx7967axUXe+/nHPXrOzs5Sj41UIa+9Z3IYUnNibGwMAAK/P9WH/lSEyMilS5egpaWF4cOHyzoUoWhoaMDU1BTx8fGyDoUQAIC6ZgsBtjFpcBtB5+jxkkFeL0hju3TpEpSVldGrV686t8nJycHLly+pN08IDg4OePPmjUAXrXhfvJrD8E2WZfH+/ftqiV5SUhKMjY35C6NnZWXhw4cPNGxT1mQ9PJOGbspEXFwcANS6nqOw6C9FiAxkZGTg0aNH6NOnj1yvl1eXVq1a8d+ICGlISEgIzpw5I3ChE2Epq2hBTaPuZE9JWUugZFDQoZuGhoawt7fH1atXG71sdmZmJu7evYs+ffrUW+X2yZMnUFBQQIcOHRo1nubEwcEBXC5XoHl6qqqq0NPTaxaJHm8IatVELz4+Hi1btuT/TvPz5APDMHJ7I40jNzcXv/76KxiGgZOTk9jt0dBNQmTg6tWrUFNTg6enp0z2z+VyxSoL36pVK9y+fRu5ubnQ1taWYGSkOXrz5g2Cg4Px8uVLTJ48GQYGBhLfh46+HRSV1FCQm8yfs8cwHKhrtoCmjhUYARYdFqYYy8CBA7Fx40a8fPkSrVu3Fiv2+ly8eBGqqqrw9vaud7sPHz7A2Ni42SzoLQ0tWrSAtrY2YmJiBPobNpeCLO/evQPwv+GoRUVFSEpKgpeXF3+bmJgYmJmZ0fIcsiavvWdyGJK8unXrVoPbcLlcZGdn48mTJ9i9ezf/3+iECRPE3j8leoRIWW5uLu7du4f+/fsLVNZbkrKzs7F9+3YkJyfDwsIClpaW/JupqSl//l1DWrVqBaDyKrCbm1tjhkyagZYtWyI4OBipqalYsWIFJkyYAFdXV4nug2EYaGqbQUPL9P+XWmChoKgGDkdB4DaEWUfP0dERNjY2uHDhApydnRvlCveHDx9w7949+Pj4NFiRt7S0VOrvJ00db55edHS0QNu3atUKFy5cQHJycpOuOsyruGloaAigcp0vlmVr9OhJ+t8oEQElek2et7e3UJ8PvFEiQ4YMwddffy32/ulPRYiU3bhxAxwOp9rVU2l4+/Yt1qxZg6ysLAwYMAD6+vqIiorCwYMHsXLlSixatAj5+fkCtaWnpwcDAwMavkkEwvsCOXz4cNjb2+Off/7BiRMnJDL/4GMMw0BJWQNKyppCJXlAZc+GoMkSwzAYNGgQ4uPjsXTpUly+fBm5ubkNPi89PR3nzp3DkiVLsGbNGv6V24+9ffsWf/75J3R1dQV6rygtLa2x2DVpWIcOHfDmzRs8ffq0wW3/r73zjmvqev/4J2GHvTeCgihLEEURFw7cdc86a21tbWutq8Ov29ZqrbZVW1utq27FWRUXIiDIcKCoLAFF2XuFALm/P/jlFiQJGTck4Hm/Xvdl5J57zpOTk9z7nGcNGTIEFhYWOHjwoMQbAqpITk4OLC0taa+OtLQ06Onp0XGIhYWFKCwsJG6bqoAgw6UqHgSJoShK4sPT0xO7d+/GuXPn5PK8EkAsegRCK1JdXY2wsDD069ePLlTbGjx8+BAHDhyAlZUVPvnkkybZArlcLl6+fIk//vgDly9fxpQpUyTqk8TpESTFyMgIpqamyM7Oxscff4ybN2/i3LlzePHiBT744AO6lpeyKSkpkar+nLu7O5YsWYKIiAhcunQJFy5cgKenJzw8PMBms8Hn8+mDx+MhISEBaWlp0NLSgo+PDzIyMrB582ZMmDAB/fv3p3d9Hzx4gIMHD8LKygoLFy6USIGTtPA3oSne3t7w9PTE8ePH4eLiIvZ3WUNDA3PmzMGWLVtw+fJljB07thUlZY63M26mpqaiU6dO9PpLTk6mrZ0E5cJiq4GlJt2GVWvAYjO/SddeCQ0NbbENm82Gvr4+nJycGM/mTBQ9AqEVuXPnDurq6sRmz2MSiqJw/fp1nD9/Ht7e3pgzZ06zh0ZtbW107twZw4YNw8WLFzFw4EB6Z1cczs7OiImJQXV1tdgkEQQC0GDVe/HiBVgsFoYMGYKOHTti3759+OGHHzB37ly4u7srW0SUlJTQcUuS4uLiAhcXF0ydOhWxsbGIjIzEkSNH6POCxAVqampwcXHBvHnz0K1bN2hqaoLH4yE4OBgnTpxAYmIiZs2ahYiICFy8eBG+vr6YNWuWxFY6Ho9H4mVlgMViYfr06diwYQNOnz7dYkyMvb09Ro0ahYsXL8LU1BTe3t5tKo6tvr4e2dnZdExiXV0dMjIy8N5779FtkpKSYGdnR+I9VQFVtZ6pokwqSmt7b70NUfQIhFaCx+Ph1q1b6N27N4yMjFplzLt37+LcuXMYPnw4Ro8eLdYNIDAwEOHh4Th79iw+/vjjFvt2dnYGRVF48eKFSjykE1Sbjh07Ii4ujrY8dezYEd988w0OHjyIXbt24aOPPoK3t7dSZSwpKZH5oZ3D4WDAgAEYMGAA6urqwGKxwGazxcZmaGpqYtq0aXB3d8fhw4exatUq1NbWYvTo0RgxYoRUcR3EdVN2jIyMMGnSJBw+fBjdu3eHp6en2PZDhw5Feno6jh49imPHjqFDhw5wc3ODu7s7OnTowIi7FdNQFIWnT58iODgYVVVVtLUuIyMDtbW1tHs1RVFITk6Gr6+vMsUlCFDZGD3FZhsmMAdR9AiEViIqKgoVFRUYOnRoq4xXVVWF8+fPw8/Pr8lurSg0NTXx3nvv4cCBA0hJSWnRbcfCwgL6+vpITU0lih6hRZydncHn85GRkQFXV1cAgJ6eHj755BN88803eP36tVIVPR6Ph+rqaqlcN0UhaVIjAZ6envjuu+9w4cIFeHh4yJTgiCh68tG7d2/Ex8fj2LFjcHZ2FuuloKamhk8++QQlJSV4+vQpnj59itDQUFy+fBm6urrw8fHBe++9pzKWvqysLAQHB+P58+dwdnbGypUr4eDggMjISAQHB8PExAT29vYAGuLzSkpKSHyeqkAUPYKcEEWPQGgF6uvrcf36dfj6+sLc3LxVxrx8+TJqa2sxbtw4ia/p0aMHbt26heDgYCxfvlzszjSLxYKzszMpnE6QiJKSEgBolsRCsMaUbQURyMeEoicLhoaGmDVrlszXkxg9+WCxWJgxYwY2btyI4OBgvP/++y1eY2RkhD59+qBPnz6or69Heno6EhMTER4ejkePHmH69OmMbl5QFIWysjJkZ2ejvLwc7u7uYt0rS0pKcPHiRURHR8Pc3BwLFy6Ep6cn8vLysGPHDqSkpKB3796YMGECXSg9NzcXANp0VtF2BYvVcKgaqigTQSgyKXr379/H1atXER4ejidPniAvLw8aGhqwsbFBQEAA5s+fj759+4rtg8/n49mzZ7h37x7u3buH6OhoJCYm0lnY0tPT4ejoKIt4Qqmvr6fdLO7fv4/i4mKYmJjA3d0d77//PubMmSPRg8Y///yDn376Cc+fP4e5uTmmTp2K1atXi4yNmDt3Lg4ePEj//8qVKxg+fLjYMQTuOnPmzMGBAwckf5MElSUuLg5FRUVYuHBhq4yXnZ2N27dvY8yYMVK5ibLZbEycOBHbt29HfHw8evbsKbZ9p06dcO7cOdTW1rbJwu+E1qGmpgbHjh2Dq6urUOsvn8+nHzSVhUDRUxUrjLQQi578mJiYYPz48Th27Bi6d++Orl27SnytmpoanJ2d4ezsjIEDB+LYsWP4888/0aNHD0yZMkWudZWbm4ujR48iKysL1dXV9N+1tLTQu3dvDBw4EJaWlvTfuVwubty4gRs3bkBTUxNTpkxB3759QVEUrl69iitXrsDY2BhffPFFs4LMBQUFYLPZrRZeQBAPi80GSwUteixi0WuGInIvsFgs3Lx5U64+pFb0BgwYILT4H4/HQ0pKClJSUnDgwAHMmjULe/fuFXnjOXz4MObOnSu1wLKQnZ2N8ePH4969e03+npOTg5ycHNy8eRP79u3DhQsXxGZ/W79+PdasWUP/PysrC9u2bcOtW7cQHh4uURbF1atXt6joEdoXfD4f165dg4eHB+zs7BQ+HkVROHXqFExNTWX64XFxcUG3bt1w/vx5OmmEuLZ1dXXIzMyka+sRCG9z8eJFlJWV4YsvvhAad1ZfX690i97jx4+hq6vLyAMuRVFIS0tDaGgocnNz0bdvX/Tp00ehihhR9Jihb9++uH//Po4cOYLly5fLlAHP0NAQH3/8MWJjY3Hy5Els2LAB06ZNk8kll6IonDhxAoWFhRg6dCisra1hbW0NTU1NRERE4M6dOwgLC4O7uzsCAwNRVFSES5cuoaqqCoMGDcKwYcPA5XJx/fp1REVFobCwEEOGDMHIkSOFrpfCwkKYmJgo/ftI+H+I62ab4fbt22CxWHQdPHkQ9MNEfVapFb3Xr18DAGxsbDB58mT069cPDg4OqK+vR1RUFLZt24bXr1/j8OHDqKurw9GjR4X203gitLS04O3tjYKCAsbdwKqrqzFq1Cg8ePAAABAUFISFCxfC0dEReXl5OHbsGA4ePIjIyEiMGzcOoaGhQneWnz59inXr1kFbWxvfffcdhgwZgpcvX2L16tV48OABNmzYgM2bN7coT2xsLC5cuCBRzBShffD48WNkZ2djxowZrTJeQkICnj9/joULF8psZRs3bhw2bNiA0NBQDBs2TGQ7W1tbaGtrIzU1lSh6BKFkZGQgNDQU48aNE+m2TFGUUh8sa2trER0djd69e8tlWaytrUV8fDxCQ0Px6tUrWFpawsbGBqdOncLly5cRGBiIAQMGMJ7NkKIoUjCdIVgsFt5//31s2bIF69evx4QJE+Dv7y/1+mSxWPDz84OrqyuOHTuGv/76C76+vpgyZYpU7sFPnz7F8+fP8fHHH6Nbt25Nzo0ePRrDhg1DXFwcQkNDsXPnTgBAz549MWLECLx8+RJ//fUXkpKSoK6uDh8fHyxYsEDshmNhYSFMTU2leq8EBdLOFD0mPAIPHDiAefPmSTTe/v37WzQqVVVVYdeuXTh16hRSU1PB4/Ho7LpffPEFHBwcJBqrcYkcVUJqRa9Lly74/vvvMXHixGY3xN69e2PWrFkICAhAcnIyjh07hoULF6J///7N+nFzc8Nvv/0GPz8/eHt7Q1NTE3PnzmVc0du1axet5M2fPx979+5tcn7YsGHw9vbGkiVLEB4ejr///hsLFixo1s+pU6fA5/OxZcsWfP755/T7DQgIQOfOnXHy5MkWFT0zMzMUFBRg9erVGDNmjEouCAKzUBSFkJAQODs701nNFEltbS3OnDkDNze3FjPHicPS0hL9+/dHSEgI+vTpI/LBhM1mo2PHjqSeHkEoXC4Xhw8fhp2dnVjrcn19vVJdNx8+fIjKykr06dNHpuv5fD7u3buH8+fPo6ysDG5ubvjss8/QpUsXsNlsFBQU4MaNG7h69SquXbuG/v37Y/To0Yy5O9fW1oKiKOI+zRBmZmZYvXo1goODceTIEdy7dw/Tp09vUntOUgTWvbi4uCbWve7du7d4bX19Pc6cOQMXFxd4eXkJbaOhoQF/f3/07t0bL168QF5eHl68eIEtW7aAy+XC2dkZM2bMQPfu3SUqg1NYWNgqnicECWGxGw5VgyW9oseURyCTpKWlYdSoUUhKSmry9+fPn+P58+fYu3cvjh49ipEjR7bY1+3btxUkpXxIrehdunRJ7HkzMzNs27YNY8aMAQCcPn1aqKLn5+cHPz8/aYeXGkF8nK6uLn7++Wehbb788kvs3bsXiYmJ2Lx5s1BFT2DJDAwMbPJ3W1tbdOnSBU+ePGlRlhUrVmDFihV49OgRgoODMXHiRGnfDqGNkZycjIyMDCxatKhVxouLi0NBQQEWLlwo90bCyJEjcefOHcTExGDw4MEi2zk7O+PatWvg8/nE3YdAU1tbiz///BPFxcVYunSpWEWOz+crdeMrIiICzs7OsLKyQmlpqdTXX7x4ESEhIfD398fQoUOb1eIzMzPDtGnTMHLkSISGhuL69evQ19fHkCFDGJGfx+MBALHoMYienh5mz56NXr164dixY/j+++8xbNgwDBs2TGqFmsVioWfPnujcuTOOHz+OvXv3onv37pg6dapY615KSgpycnIwc+ZMsd+PwsJCxMTEIDo6Gvn5+TAxMcGgQYPQq1cvqZN/FRUVNbMcEpQIC6pZs04GkZjyCGxMSEgIbGxsRJ4Xt2lRUVGB0aNH00reggULMG3aNOjo6CA0NBQ//PADSktLMXnyZERFRYncbFF1FJJ1c+DAgfRrZWbkq66uphWwPn36iC0mO3z4cCQmJuLFixd4+PBhs0xZggLSYWFh8PDwoP+ek5ODpKQkiYrsLlq0CNu2bUNubi7WrFmD8ePHkwfjdk5ISAjs7Ozo4rSKhKIohIaGwt3dXewPn6TU1NSAz+e36Mbj7OyMCxcuICsrS2IXB0L7hs/n48CBA0hNTcVnn30mNoMfRVFKTcaSm5uLlJQUiV2B3iY6OhohISEYP358i6VTDAwMMHbsWFRWViIkJAQBAQESWVlaQqDokRg95nF1dcV3332Hq1evIiQkBHfu3EGXLl3oQ1xc/9sYGhrio48+Qnx8PE6cONGidU9QpkPUGnn8+DFu3bqFpKQkaGlpwcfHBzNmzICLiwtqamrw999/o7S0FFwuF1wuFzU1NdDV1cXUqVOFKnNcLhcVFRXEdVOVUFnXTellYsojsDGdO3eWOXGjILEiAGzZsgXLly+nz/n7+yMwMBD9+/dHVVUVvvzyS9y6dUumcZSNQlaP4KYDQKnuOMXFxfRrgaImisYZq8LCwpqdF6SoX758OX744QdER0fj9OnTGDx4MCorKzF58uQW5eFwOPj6668BAImJiThx4oQkb4PQRsnMzMTz588xbNiwVrFWpKSkICsri7HMTwJ3zJZi7zp06AB1dXXivkkA0KC4HT9+HA8fPsT8+fNbrMf16tUrAMoraxAZGQldXV2Z0uCnpqbiyJEj8Pf3l8o6N3LkSPB4PLmzqQmoqakBQCx6ikJDQwNjxozBt99+i4CAAOTn5+PIkSNYtWoV1q1bhxMnTtDWipZgsVjo0aMH/ve//8HZ2Rl79+7FX3/9hfLy8mZtBZvTws4BwNGjR1FeXo7Zs2fjhx9+wOzZs+Hq6go2m41Xr14hMTERNjY26N69OwYNGoRx48bBzs4Oe/bswfnz55v1V1RUBABE0VMhBFk3VfGQlkuXLmHKlCki9QKBR6CA06dPyzxvLVFbW4tffvkFANC1a1csXbq0WRt/f3/Mnz8fABAaGor4+HiFyaNIFGLRa6woSZOemGkaZ8FsyR2n8flnz541O9+jRw8sXrwYv/zyC7799tsm5zw8PLB69WqJZFq4cCF++uknvH79GuvWrRO76Altm5CQEFhYWMiUaU0WQkNDYW1t3SxdtqykpaXBysqqxbTgGhoacHR0RFpamkLSCxPaFhcvXkRERARmzZolkQvY1atXYW5u3sRTorUQJGHp1asXNDQ0pMqWlp+fjz179qBjx46YPn26VJs5RkZGGDBgAG7evIkBAwbIreQSi17rYG1tjbFjx9JW2aSkJDx//hyPHj3CnTt30KdPH4wePVqiTJ0GBgZYsGABbd1bt24dBg0ahAEDBtBtBOuirKxMaB8URcHX1xe9e/dudk7wTDNt2jRoa2vTfx84cCBCQkJw4cIFODs7Nyl3IihvRTyNVAiVjdFTjEyt5RF4+/ZtuqSOuPJqc+fOxZ49ewAAwcHB8PX1ZWT8uro6lJSUoLq6usX7jryeUox/Unw+v0lSEkksXYrC0NCQDp6Ojo5uVqi3MY0DRF++fCm0zY4dO7B79264ublBQ0MDVlZW+PzzzxEeHi7WLbQx2tratKKYlJSEI0eOSPp2CG2InJwcPHr0CEOHDm2Vm2ZBQQESEhIQGBjImPUwLS1N4kyazs7OSE1NZSStsCpDUXzweFWoqipGZWURuNxy1NeL/l1514iNjcXVq1cxfvx4+Pv7t9j+zZs3ePjwIYKCgpTycPno0SNUVFQgICBAquuqq6vx+++/g8PhYMGCBbSLnTQEBQWBxWIhJCRE6mvfRmDRI4pe66Grq4vu3btjxowZWL9+PSZNmoSHDx9i7dq1uHz5chPPJlEIrHurV69Gz549cfXqVfzvf//DnTt3UFFRAW1tbWhoaIhU9MRRUlICbW3tJkqeYMygoCC4u7vj8OHDTeQUWPIElj2CCiBw3VTFQwG0lkdgeHg4/brx5srb9OjRgzYaRUREyDVmXl4eVq9eDS8vL+jo6MDS0hKOjo5wcnISeXTs2FGuMQEFKHrbt29HTEwMAGD8+PHo0aMH00NIhaCMQUFBAbZv3y60zeXLl5t86KLcJADgk08+QWJiIng8HrKzs/Hrr79KXXfpww8/pDX09evXo66uTqrrCarPtWvXYGBg0CoJh4CG3SkOh8PYeBUVFcjOzpY4U6izszPKy8uRl5fHyPiqCJ9fh8rKItTUVKC+vhZ8fh1qa6tRVVWMmppKZYunEoSHh6NLly4txqoJCAkJgbGxMXr16qVgyYQjSMIiTTbF+vp67N27F6Wlpfj0009lLoStp6eHIUOG4M6dO6islG/9CDYxieumclBXV0dgYCDWrVuHvn374sqVK1i7di2io6PB5/NbvF5fXx9Tp07Fhg0bEBAQgJiYGKxevRrnzp2Dtra2TIpeeXm5yDIebDYbU6dORXl5OaKioui/czgc6OjooLCwUOrxCApC2cpcKyt60noEzp07F5aWltDU1ISZmRl69+6NVatWtehK3dhzT5wXlLq6Ov0cJMzbT1IiIiLg4eGBTZs24cmTJ6ivrwdFURId8sLoJxUWFkbHoFlYWOD3339nsnuZWLlyJe3+8PXXX2PZsmVITU1FbW0t3rx5g59//hmTJk2CmpoavaNcXV2tUJk0NTWxatUqAA1WkwMHDih0PELrUlRUhJiYGAwZMqRV0p1zuVzcvXsXffv2ZWxHX+AyIalFT/AdaxwX256gKApVVSWgKOEPbTxeJWprua0slWpRXFyMtLQ0iTcb8vPzERcXh6FDh8pkEZOX3NxcJCcnS23NO336NJKSkrBgwYImsd2yYGxszEhpCWLRUw04HA4mTpyINWvWoGPHjjh06BC2bNmCnJwcia43NDTEhAkT8Mknn2DgwIEIDw9HeXm52M1nUTg5OaGoqAjZ2dlCz5uZmaF79+64efNmE2XU1NSUKHqqhMB1UxUPhpHFIzAsLAx5eXmora1FYWEh7t27h02bNsHZ2Zl2uRSGIDZcV1e3RWONvb09gIZ7luC3Vhry8/MxduxYFBQUQF9fH1999RXWrl0LoMHC/vfff2Pbtm2YPn06OBwOWCwWAgICsH//fvz9999Sj/c2jH1SiYmJGD9+POrq6qCtrY1Tp07JfRNkAicnJ5w4cQJ6enqgKArbtm2Di4sLNDU1YWtri6VLl4LL5eLnn3+mNefWSAowb9482iS7ceNGidw8CG2DGzduQEdHR+oHSFlJTk4Gl8uVyFVOUlJTU2FsbCxxUH58fDw4HE6r1ApUBnV1NSKVPAE8XlUrSaOa3L9/H2pqahKnZr927Rr09fVlrl0nL5GRkeBwOFLF0N6+fRthYWGYNm0aI7GwGRkZsLKyauZeJy0kRk+1MDMzw4cffoilS5eipqYGP/74I+7duyfx9bq6unjvvfewYcMGjB07ViZPDQ8PD+jq6oodt3///igoKGgSrmJiYkIUPVWCzVLdAw3xo40PWRQhAdJ4BHbs2BHLli3DmTNnEBMTg5iYGBw/fhyTJ08Gi8UCl8vFwoUL8eeffwq9XrB5IolHRuN8HxUVFdK8JQDAr7/+iuLiYujo6ODevXv46aefmpRXmzt3LpYsWYIjR47QuQ7u3r2LhIQEzJkzR+rx3oYRRS89PR1BQUEoLi6Gmpoajh8/3mJK1NZkxIgRePDgAebOnQtjY+Mm5/r27YsbN25gwoQJtKL3dhtFoK6uTidwyczMxL59++TqT1ITMDkUe5SVlSEyMhIDBgyAlpZWq4z57NkzmJmZwdzcnLE+09LS0KlTJ4na1tfXIyYmBr6+vlBXV1f6Z6CIo0HRa2keasHnS+6O0d6O2NhYuLu7Q1tbu8W2hYWFiI6OxqBBg+gkKK158Hg8REdHo3fv3hKP/+TJE5w6dQqDBw9GQEAAI3JkZGSgQ4cOcvfD5XLBZrOhpqam9HVAjv+Ojh07YsWKFfD29sbBgwdx+PBhcLlcia/ncDgICgpC586dhZ4Xd+9XV1eHr68vYmJiRLqJOTk5QVtbG0+fPqX/JrDoKXvu2vMhFcp2z2zBddPe3h6Ghob08cMPP8j0DCuNR+D48eORmpqKrVu3YsKECejZsyd69uyJqVOn4uTJk7hw4QLtTbVkyRKhFnUut8EDR5LNscYu8bJ4/F29ehUsFgsLFiyAq6ur2LaWlpa4dOkSXF1dsWPHDkZiuOX2l3nz5g2GDBmCN2/e0CbIsWPHyi0Y0zg7O2P//v3g8/nIyclBZWUlrKysaOvdlStX6LatUfMMAGbOnInvv/8eycnJ2LRpE+bNmyfzzm5paan0PyCNoCiK3qlQZuHitopg/u7fvw8DAwP4+vrKVHhZFjIyMuDm5sbYeDweD8XFxejRo4dEfb569Qp8Ph+enp5yyaDKa7CmphJ1dS3vVNbXa4ClxAxpyprDoqIilJSUYODAgRKtgVu3bsHU1BTdunVrte9JY549ewY2mw1vb+8m44uav7KyMpw8eRLe3t4IDAxkROa6ujqUlZWhV69ecvdXWVkJU1NTpczl26jy91hZjB07Fk5OTrh27Rp27tyJsWPHiixkLs386erqgqIokZ+7p6cnHj58iISEBDg5OQlt4+7ujhcvXtB9GBkZoba2FsXFxW02+6Yqr0Gp4y0VGA8nF/8v06tXr5okI5QlTlhaj8CWstqOHj0aa9aswapVq1BVVYV9+/bhu+++a9JG8KwtiTddYyulLHVPX7x4AQAIDAyk/9Z4XdbV1TUJX9DS0sKSJUvw8ccfY8+ePRg2bJjUYzZGLkWvoKAAQ4cOpd/Eb7/9htmzZ8slkKJhs9lCi0k3zqbTWgk01NTUsGbNGrz//vt4/fo19uzZg8WLF8vUl6GhocSZP4UhUBINDQ1V7oexLUBRFGpqaugU21ZWVq0ybkFBATIzMxEUFCRRSm9JeP78OUpLS+Hq6ipRn5GRkaitrUXXrl3lejBQ5TXI42mipkZ8nAyLxYaurpFSZVfWHN69exc1NTXw8fFpcYe0rKwMERERCAoKarG+qaKIiYmBubl5M1djYfNHUQ11AWtrazFjxgyRCS6kJT09HaWlpejYsaPc390nT57AxsaGsd8AeVDl77Ey6devH5ydnbFv3z7s3LkTU6ZMgb+/f7M5kmb+KisrwWKxRH7uBgYG0NHRwaNHj0TWiXRxccHJkyehqakJHR0ddOrUCWfPnkVRUVGbdcVX5TUotTwsloqWV2h4HwYGBnI9eyrKI3DBggX43//+B4qiEBYW1kzRExh5JHHFbJwsS5bkWwI30cZlEhorjGVlZTAxMWlyjSCkIDY2Vurx3kbm1VNaWophw4bh6dOnAIDNmzdj0aJFcgukDPh8Pl283MjISOKMcUwwbdo0uo7N5s2bUVUlW5wPi8Uih5KPhw8fgsfjYfDgwa02ZlJSEthsNrp06cJYn2lpaeBwOLC2tpaofWpqKpydnaGmpqb0z0BRh6amDlgsttg2Wlq6YLPFt2mvR3x8PLy8vKClpdVi29DQUKipqUFQCqS1j/z8fCQlJaFv374StX/06BESEhIwZcoU6OrqMiZHZmYm1NXVYWdnJ/f7yczMRI8ePZS+Dsgh/rCxscHKlSvh5+eHI0eO4ODBg6ipqZG5v5bu/Ww2G7169cLDhw9FjuPu7g4+n4+kpCSwWCw4OjpCX18fjx8/Vvp8tddDuoc7FXDRFHYwoHwq0iPQwsICZmZmACA0A6ednR2ABiVOUE9PFILELebm5jJZLAWKsLBSJsB/Fr/GCBTQ/Px8qcd7G5k+qaqqKowaNQr3798HAHz33XdYuXKl3MIoiwMHDtBZBufNmyeTaVZW2Gw2nX0nJycHu3fvbrWxCcxRW1uL2NhY9O7dW+pyG/Lw8uVLWFtbM7pmBfF5kljn6urq8OLFC4mzc7ZVWCwWdHREW0vU1bWgodF6vxuqRH5+PrKzsyVKalJZWYmwsDD079+fMcuYtERGRkJHR0cieauqqnDixAl4eXmJtIjISnJyMuzs7OTOOBofHw8tLS14enoyJBlBkWhqauL999/HvHnzkJCQgM2bNyMrK0th4/n5+YHH4yEhIUHoeVNTU1hYWOD58+cAGp5JPDw88PjxY4XJRJACZSt0LcToyUpreASKC2dqHKIlWPvCqKuro/UDSco9CKNz584AGqyXAgwMDGhl89q1a82uuXXrFoCW3VQlQepPisfjYfz48YiMjAQALF68GBs3bpRbEFkZOHAgvUuSkZEhtI2oAuhAQ6H0L774AgBgbW1NJ0hpTSZOnEhnqvvxxx9bfXyC/ERFRaGyshJDhgxp1XFzc3MZzW6bmZmJlJQUiTMKFhQUoLa2lt45a8+oq2tCV9cEGhoN1j2ABTZbHdraBtDWNpB+p7adIHDVlGRj4Pbt2+Dz+Rg8eLCixRJKXV0doqKi0KtXL4mC8M+dOwcej4epU6cy+vnm5OQgISFB7vqBFEUhLi4OXl5eJONmG6Nnz574+uuvoampiS1btiA8PFyuOHtRmJiYwMzMjLZKCMPe3r5JGQYvLy/k5OS067qobQZll1BQQHmF1vAIzMvLo7PHCgvX6tu3L/26ce2+t4mLi6NdN2XNpC7IiB4dHd3k76NHjwZFUdiyZQtu375N/z04OBg///wzWCwWI1mppd5KnD59Oq19Dho0CPPnz8eTJ09EttfV1RUZBPx2/bjU1FT69enTp5s8PDo7Ozf5YKRh1KhRMDAwwIwZM9CtWzdwOBy8evUK58+fx6FDh1BfXw8Oh4Pjx4+3qjVGAIvFwrp16zBu3DgUFBS0+vgE+aivr8eNGzfQpUuXVo85ys3NZcyaxuVy8ffff8POzg79+vWT6BoLCws4ODjgypUr8PLykrsemKrToNjpA1B8CZa2goGBATQ1NVt0MeFyuQgNDUVAQECrlLARRkJCAioqKiS6l6SmpiIiIgJTp05lPBPz1atXYWhoKPdN/PXr18jOzsa4ceOYEYzQqlhaWmL58uU4ffo0jh07huTkZIXkObCyshJZTw9o+B1v/PzVpUsXaGho4PHjx0rblCH8PyqejEVaWssj8M8//6Q3TgYMGNDs/MCBA2FoaIjS0lIcPHgQK1asELqZ11hPGT9+vEyyjBo1Ctu3b8eZM2fw888/05uiy5cvx4EDB1BeXo7BgwfDxMQENTU1qKysBEVRUFNTw7Jly2QaszFSK3rBwcH061u3bsHLy0ts+wEDBjTRVBszb948kdctX768yf/nzJkjs6JHURTu3r2Lu3fvCj3v5OSEQ4cOydw/E4wdOxY9evRAXFyc0mQgyEZ8fDwKCwsxc+bMVh23uroaZWVljFn0jh8/jrKyMixatEhidzI2m41p06Zh69atCA8Px8CBAxmRhdB2YLFYMDc3b3H3Pzw8HDU1Na0aA/02ERER6NSpk9Ad3sbU1tbiyJEjcHJyknjTQ1Ly8vIQGxuLyZMn0ynAZSUuLg66uroyuxQRlI+GhgamT5+Ozp07Y//+/bC0tJT4WURDQ0OiumU2NjZikzpYWFigtLQUXC4X2tra0NLSgqurKxISEoiip2RYaupgqcmdIJ9xWGrSW5+Z8AjMyMhAcXGxWNf7S5cuYcOGDQAasmsK0zU0NTXxxRdfYMOGDXj27Bl++umnZnpHVFQUXfpswIAB6Nmzp1SyCggMDMSaNWtQV1eHrKwsOimLk5MTTp06hZkzZ6K0tLRJ/UpNTU3s3LmTkXrMqrd6FMDWrVtx8eJF3L17F2/evEFJSQnMzMzQtWtXTJw4EXPnzlVavEhj1q9fj5EjRypbDIIU8Pl8XLt2De7u7oy6UEpCbm4uADCS4fPevXuIiYnBnDlzpLZKOjo6IiAgABcvXkT37t3lysBFaJuYm5uLtejxeDzcvHkTvXv3bpU6pcLIz8/H8+fPJbKYhISEoKCgAN988w3jKeavXr0KAwMDuW/gFEUhPj4ePj4+csf5EZSPr68vXr9+jZCQEIkzHpuZmUmUrMHa2hrFxcWorq4WGs8t+M3Pz8+Hvb09gAb3zePHj6OysrJJwWhCK9OOLHpMeARmZGQgMDAQ/v7+GDNmDLy9vWFhYQGKovDixQucPn0ap0+fpq15P/30E2xtbYX2v3z5cpw4cQLJyclYsWIFUlNTMW3aNOjo6CA0NBTff/896urqoKOjgx07dkj0HlevXo1Zs2bBxcWF/huLxcKaNWuEth81ahRSU1Nx+vRpJCYmora2Fi4uLpgyZQodwycvUt8dmPQhZ6IvUdbCxowYMQIjRoyQeyxZOHDgQDMXVVGMGDFCIT76BMXx5MkTvHnzBlOnTm31sQWKnrzuonl5eTh+/Dj8/Pxkjhl677338ODBA5w7d07lS6wQmMfc3Jx2xRFGVFQUysvLERQU1IpSNUWQhKV79+5i2xUUFODatWsICgpq0fInLfn5+YiJicGECRPktualp6ejsLAQPXr0YEg6grIZMWIEHjx4gMuXL+Ozzz5r0RXewsJCaMa+t7G2tgbQEBsqLJRGUNMvLy+PVvQ8PDzA5/ORmJjYaiWnCEKQMx5OYcggE5MegVFRUYiKihJ5LYfDwfbt2/HRRx+JbKOvr49///0XI0eOREpKCv7880/8+eefTdoYGBjgyJEjEifj2rhxIzZt2gQ/Pz/MmTMHU6ZMaVY64W1MTU3x8ccfS9S/LKjg6iEQ2gYURSEkJASdOnVSStbJ3NxcGBoa0oU/ZaGurg5///03DAwMMG3aNJn70dPTw9ixYxEdHd0k1oPwbmBubo6ioiLU1dUJPV9eXg41NTWJ3MwUgaRJWPh8Pq5evQpTU1MMHz6ccTmuXr0KPT09RsIEYmNjYWho2O4z3r5LaGho4P3330d2djZCQ0NbbG9hYYH8/PwWN4itrKzAYrHw5s0boef19PTA4XCauF8bGRnBwcGBZN9UNmw2wFZTwUM56oOvry/++ecfLFq0CL169YKDgwM4HA40NTVhaWmJQYMGYdOmTUhPTxer5AlwdnbGgwcP8OOPP6JHjx4wMjICh8OBq6srlixZgoSEBIwePVoqGSmKQkxMDBYtWgQbGxtMmDAB586dE3l/VDRE0SMQZCQlJQXp6ekYNmyYUsYvLi5ucaeoJS5cuIDXr19j/vz5cimMANCnTx84OjrixIkTqK+vl6svQtvC3NwcFEU1iTFoTFBQEKysrPDXX3/JXCtUHhISElBeXt6iu2RkZCSysrIwffp0uS1ub1NQUIB79+5hyJAhcmfIrK+vx/379+Hr68u4aylBuXTq1Am+vr64ePFii8nZLCwswOPxUFpaKradpqYmbG1tkZycLLavt91Avby8kJiYqLQHVAKUX0KBwfIKFEVJdQiz5unr6+P999/Hzp07ER0djczMTFRWVqKmpgY5OTm4efMmvv32W6k8nXR1dbFixQrExsaiuLgYlZWVeP78OX7++Wd06NBBqvd4+vRpjBs3DhoaGqAoCjweD+fPn8fEiRNhZWWFzz77DPfu3ZOqT3khdwgCQUZCQkJgZ2dHF7xvbbS1teWykDx9+hQ3btzA2LFj6eDglqiqqkJYWBj27t1LF/QUwGazMXXqVLx58wZ37tyRWS5C28PW1hZqamoi4y00NTXx0UcfoaKiAgcOHACfz29V+SIiIuDk5CQyVgNosDqeO3cOXl5edN0jJrl27Ro4HA4jyV2Sk5NRXl4uc3IAgmrTv39/6Ovr48iRI2KtdYKHWYEbvzg8PT2RmJgochNOWEIlT09PcLlc4qWhTJRdQkEB5RXaMxMmTEBwcDCys7Oxe/du9OnTh1Zci4qK8Pvvv6NPnz5wdXXFpk2bkJmZqXCZyCdFIMjAy5cv8ezZMwQFBSmtfpqurq7M1pGysjIcPHgQbm5uGDRokNi2gjiNvXv34uuvv8apU6dw//59oUVGO3TogL59++LixYst7jIT2g96enrw9fWl6+QJw8zMDPPmzUNiYiJCQkJaTbaCggI8f/68RXfJW7dugaIoBAYGMi5DUVERoqKiMGTIEGhpacndX1xcHMzNzSXeoCG0LbS0tDB9+nQkJSWJzBYONMT2sNlsiRKyeHp6oqqqii7+/DYWFhbNFD07OzsYGxuLLLZOaAVYKmC5E3YQRU8sxsbGWLhwISIiIpCWloY1a9bA2dmZVvpSU1OxevVqdOrUCQMHDsT+/ftRXl6uEFnIJ0UgyEBISAjMzc1bTOygSHR1delCntLA5/Nx8OBBsFgszJ49W6TrV25uLs6dO4fvvvsOu3btQnZ2Nt577z1s2rQJxsbGyMrKEnrde++9BzU1NZw7d05q2Qhtl4EDB6KwsFBsTI+HhwdGjhyJS5cuITExsVXkEiRh8fX1FdmGy+Xizp076Nu3r9CshPISGxsLdXV19O/fX+6+amtr8fDhQ/To0UNpm0wExePm5gZ/f38EBwejpKREaBt1dXWYmppKVNjcwcEBhoaGIr+fFhYWqKioQHV1Nf03FosFLy8vPH78mCSKUxbKVugYdN18V3FycsKaNWuQnJyMqKgofPrppzAxMQFFUeDz+QgPD8eHH34IKysrTJ8+HVeuXGHU64V8UgSClOTm5uLhw4cYOnSoUuNjdHV1UVtbCx6PJ9V1N27cwLNnzzB79uxmpRCqq6sRERGBrVu3Yt26dQgPD0e3bt2wcuVKrFq1CkOGDIGhoSHs7e3x8uVLkXKNGzcO9+7dIy4/7xCOjo5wcnJqMYnEiBEj4Obmhv3797cYgyQv9fX1iIqKgp+fn9i4uMjISNTU1CisDmRycjI6deokdxwsACQmJqK6uppk23wHmDhxIjQ0NHD8+HGRipYkNSyBBtd6T09PJCQkCO1L4AYqzH2zsLBQZCIXgoJRtnsmcd1klF69emHnzp3Izs7G+fPnMWnSJGhqaoKiKFRXV+PkyZMYPXo0bG1tsXTpUjx8+FDuMcknRSBIybVr12BgYCBzKQKmENQ2ktSql5qail9//RXnzp3D0KFD4ebmRp+rrq7GwYMH8fXXX+PYsWPgcDiYP38+Nm/ejGnTpqFDhw5NrAf29vZ49eqVyIcPf39/ODo64vjx4yQxyztEYGAgkpOT8fr1a5Ft2Gw25s2bBw6Hg7/++kvqjQppSEhIQFlZmVi3zfr6ety8eRM9e/aUO7mRqP7T0tIYi/uLi4uDnZ0dnTKf0H7hcDiYOnUqEhIS8ODBA6FthLlcisLT0xP5+flCY/pEKXouLi7Q0tIi2TeVhbKtdsSipxDU1dUxZswYnDx5Ejk5OdizZw8dv01RFHJzc7Fjxw5GNvTIJ0UgSEFRURFiYmIwePBgxrPySYtA0Xs7KUpjKIpCUlIStm/fjp9//hnl5eX48MMPMXbs2CbtLl++jAcPHmDUqFHYtGkTFi1aBF9fX5Hv0d7eHpWVlSguLhZ6ns1mY9q0acjOzkZYWJiM75DQ1vDx8YGRkVGL9U05HA4WLFiAnJwcsdYKeZEkCUtcXBxKSkowZMgQhciQmZkJHo/HiKLH5XLx+PFjYs17h/Dx8YGPjw9OnDgh9LfewsICBQUFErl6ubq6QkNDQ2jMnY6ODvT09JrF+2loaMDNzY3E6SkLlprqHgRGMDQ0xIIFCxAWFoaHDx/C3d0dLBaLjueTF6LoEQhScPPmTWhpaTFSB0tezM3NoaOjg0OHDqGoqKjJOYqikJiYiG3btuGXX35BTU0NPv74Y3zzzTfo3r17E5fT3NxchIaGYtiwYQgKCoKRkVGLYwuK6r569UpkGwcHB/Tt2xeXLl0iiVneEdTU1NC/f3/ExMSI3YAAGtbQ9OnTER0djcjISMZlKSgowLNnz8R+VymKwvXr1+Hu7i5WGZSH5ORkaGtr098ZeUhISEBtba3YeENC+2PKlCmor6/H6dOnm52zsLBAXV1ds3uAMDQ1NdG1a1excXrCrIOenp7IyMggv+PKgM1SvuVO6EHig5mCz+fj8uXLmD59Onr37o2nT58y2j9R9AgECUlPT0dYWBgGDx7MSKyNvOjq6mLp0qWorq7G1q1b8fLlS1AUhYSEBGzZsgW7du0Cn8/Hp59+ipUrV6Jbt25CYwrPnDkDY2NjDB48WOKxjYyMoKenJ1bRAxoSs6irq+Ps2bNSvz9C2yQgIAAURUmkvPXu3Rv9+/fHyZMnkZGRwagckZGR0NbWFpsw6enTp3jz5g2GDh3K6NiNEcTnqanJvwMeFxeHjh07wtTUlAHJCG0FQ0NDTJw4ETExMc2SYIlyuRSFp6cnXrx4ITTDnyhFz8PDAywWS2T5FIICUbpCR1w3FUVsbCwWL14Ma2tr2o2zuroaFEVBV1cXs2fPxvXr1+Ueh3xSBIIEVFVVYd++fXB0dERQUJCyxaGxsbHB8uXLYWRkhM2bN2PRokX4448/oKGhgc8//xzLly+nb9LCePr0KZ48eYLx48dLVcSZxWLBwcGhRUVPkJglJiYGKSkpUr03QttEX18fPXv2RFhYmETxmZMmTYK9vT327dvHaLxebGwsevbsKbacwfXr1+Ho6AgXFxfGxm1MXV0dXrx4wYjbZkVFBZ4+fUrcNt9RfH19wWKxmtXdMjExgZqamkQlFoAGRQ+A0Ky3ohK76OnpoVOnTiROTxkoO+EKScbCKBkZGdi4cSO6dOmC3r17Y+fOncjPzwdFUWCxWBgyZAgOHTqEnJwcHDhwoMXyV5JAPikCoQUoisKhQ4fA5XLxwQcfMLIzzySGhoZYsmQJRo0aBT8/P3z55Zf46quv0LVrV7Hp1wWuQC4uLvDx8ZF6XDs7uxYVPaDBauPk5IQTJ06QxCzvCIGBgSgpKcGjR49abKuuro7Zs2ejuLgYt27dYmR8Ho+HoqIiODk5iWyTkZGB5ORkDB06VGFlCpiMz3v48CEoilJqSReC8tDU1ISFhUWzREdsNhtmZmYSFU0HAAMDAzg6OgpV2iwsLFBVVSXU7drT0xPPnj1TaPIkghDYaqp7ECSipKQEf/75J/r164dOnTphzZo1SElJoWPw3N3dsXnzZrx8+RLXrl3DzJkzweFwGBufKHoEQguEhoYiISEBs2fPVkhWPibQ1NTEqFGjMHfuXIkfKu/cuYPc3FxMmjRJpgddBwcHlJSUtFjkk81mY+rUqcjOzm4xSQehfWBnZwcXF5cWSy0IsLS0xMCBAxESEsJIHFBhYSGAhiLtorhx4wbMzc3RrVs3uccThSA+z87OTu6+YmNj4erq2qwkCuHdwdbWVmhGWwsLC4ktekCD0vb06VPU1tY26weA0L68vLxQW1uLpKQkKaUmyIWyrXbEoicTtbW1OHv2LCZOnAhra2t88sknuHv3Lq3cmZub44svvkBcXBweP36MFStWwMbGRiGykE+KQBBDRkYGzp49i0GDBsHLy0vZ4jBGRUUFLl26hICAAJmTREiSkEWAg4MD+vfvj3///Vdk8V9C+2LgwIFIS0sTWW/xbUaOHAl1dXVcunRJ7rEF9flEKXpFRUV48OABBg8erNBamCkpKXB2dpbbC6CkpASpqano2bMnQ5IR2iJ2dnbIyspqlolPmhILQIPSVlNTg+Tk5CZ/Nzc3ByA83s/S0hIWFhYk+2Zro+w4PBKjJxWRkZFYuHAhrKysMGnSJJw7dw41NTWgKApaWlqYPHkyLl68iNevX2PHjh2t4qFBPikCQQSCuDx7e3uMGzdO2eIwyqVLl0BRFMaMGSNzH6amptDW1pb4QX7MmDEkMcs7RLdu3WBiYiKxVY/D4WDkyJG4e/euRJsH4igoKIC6urpI69fTp0/BYrEUrjjl5+czskt7//59qKmpKdT6SFB9bG1tUV1d3aysjYWFBQoLCyV2jbe2toaBgQFevHjR5O/a2towNDQUqTR6enri8ePHEpVyIDCEsksokPIKUtGvXz/89ddfKC4upq13AQEB2LNnD7Kzs3HixAmMGjWqVUOAiKJHIAiBz+fjyJEjqKqqwgcffAB1dXVli8QYb968QXh4OEaOHAl9fX2Z+2Gz2XThdEngcDgYP348YmNjm+0kE9ofbDYbAwYMQHx8PMrKyiS6pn///rCwsMCZM2fkqh9UWFgIU1NTkda6Z8+eoUOHDtDR0ZF5DEngcrmMjMHlcqGhoaES2X4JykNQAuRt900LCwvw+Xzakt0SLBYL2trazVw3gQarnig3UC8vL5SVlUm8uUdgAJYKWO6EHcR1UyQURdGxeGlpaQgPD8eCBQtgaGioFHnIJ0UgvEV6ejq2bNmCBw8eYObMmWLjfNoaFEXh1KlTMDc3x8CBA+XuTxpFDwB69eqFjh07ksQs7wj+/v6oq6uTOK5HTU0NEyZMQHJyslwuYgUFBWK/t6mpqXB1dZW5f0mpqalhRDnr1KkTqqur8ebNGwakIrRVjI2NoaOjI1TRAyQvsQA0fNeEWebEuYF27NgRHA6HZN9sTUgdvTbFggULEB4ejpSUFKxZs0ZsQrDWgih6BML/U15ejsOHD2Pr1q2gKArLli2TKRulKpOQkICkpCRMnDiRESulvb09CgoKUFVVJVF7QWKWnJwciV36CG0XPT09mJqaSmUB8PDwQNeuXREcHIy6ujqZxm1J0WOxWAq30tfW1qKurk5seQdJcXJygrq6OlJTUxmQjNBWYbFYdJxeYwwNDaGhoSFVQhY1NTWh3y+BoifMoq6mpgYPDw8Sp9eaKNs9k7huSsWePXsQEBCgbDGaIJOid//+fXz//fcYMWIE7O3toaWlBT09PXTu3Bnz5s1DREREi33w+XwkJibi77//xscff4xu3bpBXV0dLBYLLBaL8eK5AkvGuHHjYG9vD21tbXA4HHTs2BHTpk1DSEiIRP38888/8Pb2hra2Nuzt7bFs2TKxbklz586l3xOLxcLVq1dbHEPQdu7cuZK+PYIc8Hg8hIaGYu3atXj06BGmTZuGlStXomPHjsoWjVFqa2sRHBwMNzc3eHh4MNKnICHL2w8eLV0zYMAAkpjlHcHe3l6q9cFisTBx4kQUFBQgLCxMpjGrqqrEpqfW1dVFZWWlTH1LSk1NDQAwYtHT1NREhw4dSC1KgtDMm2w2G+bm5hKXWAAalDZhXhXm5ubgcrkisyl7eXnh9evXdGZbgoJRuuVOzEFoE0i9pTlgwADcuXOn2d95PB5SUlKQkpKCAwcOYNasWdi7d6/IIsyHDx9uNUWmtLQU48aNE5raPT09Henp6Thx4gSmTp2KQ4cOiZR5/fr1WLNmDf3/rKwsbNu2Dbdu3UJ4eDh0dXVblGX16tUYPny4zO+FwAx8Ph+pqam4d+8eHjx4gJqaGgQEBOC9996Dnp6essVTCKGhoSgsLMTChQsZqxtmaWkJDQ0NvHr1SqpaYaNHj0Z8fDyCg4PxwQcfMCILQTWxt7fHjRs36IKwkmBjY4O+ffvi8uXL6NWrl9TfSTabLTZhBIfDUbiix+VyATCj6AGAs7MznZ5bUXX/CKqPra0twsLCwOPxmjyrWFpaSmXRU1dXF6roNXYDFZbMqGvXrlBTU8Pjx48Zcf8ntICqljJQRZkIQpH6kxLsJNnY2GDx4sU4ffo0YmJiEBUVhZ9//pkOFm5JkWvsFqClpYVevXqhU6dO0oojEdOnT6eVPCcnJ+zevRvh4eG4desWtm7dSrv4nDhxAkuWLBHax9OnT7Fu3Tpoa2tjw4YNiIqKwokTJ+Dq6ooHDx5gw4YNEskSGxuLCxcuMPK+CLLx6NEjrF69Gjt27EBycjICAwOxZs0azJgxo90qeaWlpbh69Sr69+8Pa2trxvpVU1OTuHB6YwSJWeLi4khdpnaOvb09qqurUVRUJNV1o0ePBkVR+Pfff6UeU01NTWwyF2NjY4XHuzGt6Lm4uKC8vBzZ2dmM9Edom9ja2oKiqGbrwNzcXKoYPTabLdKiBwivpQcAOjo6cHFxIe6brYWyi6KTgultHqkVvS5duuDEiRN4+fIlduzYgYkTJ6Jnz57o3bs3lixZgocPH9I7+8eOHRNq/QMANzc3/Pbbb7h37x7KysoQHR2Nvn37yvduhBAfH48rV64AaAgkfvToET755BP07dsXgYGBWLZsGeLj42FkZAQA+OOPP4T+wJ06dQp8Ph9btmzBqlWr0Lt3b0yZMgU3b94Eh8PByZMnW5RFoFCuXr1aroxyBNmoqqrCwYMHsWfPHtjY2GDp0qVYv349xowZQ+9itlcuXLgANTU1jBo1ivG+ZVH0ANCbOydOnJA5Foug+gjce6XN1Kevr49BgwbRVixpYLFYYi16PXv2RFZWFjIzM6XqVxoUoejp6OggLi6Okf4IbRMbGxuwWKxm7tAWFhYoLi4WmklTGKJcNzU1NWFsbCx2Q8HLywspKSmorq6WTvh3iNraWoSEhODixYu4ePEi4uPjZetITUN1D0KbQGpF79KlS5gyZYrIGhBmZmbYtm0b/f/Tp08Lbefn54fPPvsMfn5+Il0lmSAyMpJ+/eWXXwpNJ+/g4IB58+YBaHDpu3fvXrM2AktmYGBgk7/b2tqiS5cuzXzmhbFixQoADRal4OBgyd8EQW6ePXuGjRs34tGjR5g1axY++eQTdOrU6Z1wgXr58iWio6MxevRoidyLpcXBwQE5OTng8XhSXcdisTB16lTk5eWRxCztGENDQxgYGMi0GWBhYYHa2lqJH14FtOS66e7uDmNjY4SHh0stk6QwrehpaGigR48eiI6OJnXM3mE0NTVhYWEhNPMmRVESuW9SFIXCwkKRcawCTyVR68zT0xP19fV49uyZ9G/gHSErKwvnz59HZGQkIiIisH//ftli0gWum6p4ENoECvmkGvttp6WlKWIIiWn88CkuuUZjt1FBEH1jBBaft5MD5OTkICkpCVZWVi3KsmjRIlhaWgIA1qxZQ27WrUBNTQ2OHz+O3377DZaWlli1ahX8/f3fCQUP+C8JkZWVlUIs5kCDxYaiKIk2O97Gzs4OAwYMwOXLl5sVASa0H6ysrKRKFCFAUINO0qyuAlpS9NhsNgICAhAXF6cwqwTTih4A9O7dGyUlJXj+/DljfRLaHsISskhTYuHly5fIz88XmVW6T58+KCwsFJn8x9TUFLa2tsR9UwyCGp6LFi3C2rVroaGhIVGiQiEdKd9FU+hBFL22gkI+qcbKVWtWfxeGi4sL/frFixci2zVWSIUllRg3bhwAYPny5fjhhx8QHR2N06dPY/DgwaisrMTkyZNblIXD4eDrr78GACQmJuLEiROSvg2CDKSlpeH7779HVFQUpk6dis8//xwmJibKFqtViY+PR1paGiZPnqyw76K1tTXYbLbMRXRHjx4NLS0tYuVux5SWlspULFZgcZBF0WupTmOfPn1QV1eHmJgYqeWSBIGix6THiqOjI6ysrBAdHc1Yn4S2h62tLbKyspq4NOvr60NbW1siRS8+Pp7OlC6MTp06wdLSsolH1Nt4eXnh8ePHIrNzKpI3b95g586dOHz4sMrWYxXcb+vr66GjowM/Pz9ERERIHabAYrFV9iC0DRTySTW2enXt2lURQ0jM8OHD4eDgAAD45ZdfhGZay8rKwoEDBwAAffv2haenZ7M2PXr0wOLFi1FdXY1vv/0W/v7+mDx5Mp4+fQoPDw+sXr1aInkWLlxIJ6xZt26dyv5ItWVqa2tx9uxZ/Pzzz9DT08N3332HAQMG0Dts7wo8Hg/nzp2Dl5cXunTporBxNDQ0YGNjI5NrHtBgtRk/fjzu37/PeFkVgvKpr69Hfn6+RF4PbyNQ9KS1urHZ7Bbj+oyMjODp6Sn2YVYeBMXSmfzdYbFY6N27Nx49eiS18ktoP9jZ2aG6urqJFwSLxYK5uXmLrpt8Ph/x8fHw8fERufnHYrHQp08fPHz4UOQ669+/P9hsNo4dO9ZqOQe4XC6Cg4Px/fffIzc3FzExMfjrr7+kdu1uDRorekCDp1tZWRkePXokXUcsZVvuRBykjl6bgfEnXz6fj82bN9P/l8TSpUi0tLTwzz//wNjYGGlpaejWrRv27NmDyMhI3L59G9u2bYOvry+Ki4vh5OSEv//+W2RfO3bswO7du+Hm5gYNDQ1YWVnh888/R3h4uNA0xMLQ1tbGt99+CwBISkrCkSNHGHmfhAZevnyJzZs3IzQ0FGPHjsXSpUvbfaIVUdy4cQOlpaWYMGGCwseyt7eXWdEDGmJ2nZ2dce3aNZKYpZ1RUFAAPp9Pu61LgyItekBDcfbXr19LHV8qCVwul5Fi6W/Tq1cv1NXVSf/ASGg3CDaL33bftLS0bNGil56ejuLiYvj6+opt16tXL/D5fJEWb0NDQ8yYMQMPHz5EVFSUFNLLRnJyMtatW4ewsDCMHj0aq1evxsKFC5GQkCB7ohMF8raiZ21tDVdXV6FlvsSi7Dg8EqPX5mH8k9q+fTv9wzB+/Hj06NGD6SGkpl+/frh//z6WLFmCzMxMLFy4sEnWzaqqKqxfvx6xsbFNXD2F8cknnyAxMRE8Hg/Z2dn49ddf6YydkvLhhx/SVsb169eTB1sGqK+vx+XLl7Flyxaoqalh5cqVCAoKeueseAKqqqpw7do1BAYGtoqia29vjzdv3si8llksFqZMmYLi4mLcunWLYekIyiQnJwcA5LLoyaLoSWJlsLS0lDiBhbRwuVxG4/MEaGlpkVp67zjGxsbQ0dFppuhJUmIhPj4ehoaGcHZ2FtvOwMAAnp6eYrPe+vj4oE+fPjhy5AhdK1MRpKamYvfu3bC0tKRrEWtoaMDd3R3a2toKr4kpCwJFr3Gs8KBBg6SPZVe25Y6UV2jzMPoUHBYWRsegWVhY4Pfff2eye5mhKApnzpzBmTNnhD6IVlRU4NixY7h06VKryKOpqYlVq1YBaIgjE7iNEmQjOzsbW7duxeXLlzFs2DCsWLGC3vF8V4mLi0NdXR0GDx7cKuPZ29ujvr5erhpftra28PX1xZUrV1BaWsqgdITWgKIoPHjwAAcPHsSNGzeQlpaG5ORk3L17F9ra2hJ7PTRGQ0MDGhoajCdjESCwMsbHx+PFixcoKChgzJ1eUYqeQHFmsh4moW3BYrHoOL3GWFhYoLS0lI4PfRs+n4/79+/D19dXok3QgIAAZGVlifXWmDFjBoKCghAcHIzDhw8z7kaZnp6O3bt3w9HREZ9++ilMTU2bnNfS0hKaQE/ZvG3RAxqyla5bt066jpRttSMWvTaPOlMdJSYmYvz48airq4O2tjZOnTolk6sO0/D5fEybNg2nTp0CAMyfPx+LFi1C165dUV9fj4cPH2LLli24cOEC5s6di4SEhCblIRTFvHnzsHnzZrx48QIbN27E7NmzFVpmoj3C5/MRGhqK8+fPw9TUFMuWLYOjo6OyxVIJ7t69C3d3d5kSYMiCnZ0dWCwWXr16RddNk4W+ffvizp07iIuLazUllSA/ubm5OHHiBJ4/fw5ra2vcv3+ffuDT19fHkCFDZLZA6ejoyBSjJ4mip6enBysrK1y9ehVXr14F0PCw3KFDB3h6esLd3Z3O/CktilL0BJspqnB/JSgPOzu7ZuUNBN4b+fn5Qn+Ho6KiUFZW1qLbpgA3NzcYGRkhMjKS9kJ6GzabjbFjx8La2hr//PMP8vLy8NFHH8m0sfM2L1++xM6dO2Fra4tPPvlE6DOSlpaWSMVWmQhT9AAILfElFlW1nqmiTAShMKLopaenIygoCMXFxVBTU8Px48fRv39/JrqWm927d9NK3tq1a7FmzZom5wMCAnD+/HnMnj0bhw8fxs8//4xBgwYppLB0Y9TV1bF69WrMnTsXmZmZ2LdvHz755BOZ+6MoSi63CcH1baWQe35+Pv755x+kpaUhMDAQY8aMgaamptLkV6X5e/36NV6+fIkFCxa0mjyC2k6vXr2SeUyKoqClpQUPDw/ExsZi0KBBDEvZcNPl8/nQ0GifxV6VsQ7z8vKwadMmGBkZYeHChXSNLYGLkp2dncSulMLgcDioqqqS6nqBoifJNd999x2qqqpQVlaG4uJipKWlITExEbGxsWCz2XBxcYG7uzs8PT2lcoMWKHpMfxbZ2dkwNTWlXThVDVX6LWyLSDp/NjY2CAsLQ01NDa0AmZubA2jYeLGzs2vSPioqCkePHoW/vz86dOgg0efDYrHQq1cvhIWFYcKECWI3o3v27AkzMzP8+eef2LRpEwYPHoz+/fvLHKdaUFBAl0USKHnCZBZY9BqfU4U1KLCY1tXVNZNNGlgslkpmuCSu420HuRW9N2/eYMiQIXjz5g1YLBb+/vtvjB07lgnZGGHfvn0AGnZRBG6lwvj+++9x+PBhAMDevXsVrugBwMyZM/H9998jOTkZmzZtwrx582TeAS4tLZVb0auoqACgul/g4uJiPHnyBGlpacjJyYGhoSE++ugjdOjQAdXV1QqrhyUJqjR/0dHRsLKygoODQ6u6QDo5OSE3N1fmMQVz6OXlhXPnzuHFixfN3HTkZd++fcjPz4e6ujq0tLSgpaUFQ0NDjBgxgpEdaEng8SpRU12CujouABY0NHWhrWMEdXX5E3coYx0+evQI+vr6WLRoEbS0tOjPX2BNljf9urGxMbhcrlTrSktLCywWS6prdHV1weFwYGhoiP79+6OsrAypqalITU1FaGgobty4ARMTEzg7O8PFxQU2NjZiS5ZQFAUOh8P4d7CwsBD29vYq696sSr+FbRFJ58/ExAT6+vp48eJFEzdeCwuLZr/DCQkJuHz5Mvr164egoCCUlZVJLE+3bt0QFRWF2NhYeHh4iG1rYmKCRYsWISIiAqGhoYiKioKfnx+6d+8utcJ3/fp1GBgYYPbs2eDxeCITJpmYmKCysrLJ+1WFNVhTUwMDA4Nmv13SzD0AYtEjyI1cil5BQQGGDh1K16f77bffMHv2bEYEYwqBa4Obm5vYHxo7OztYWloiNze31YrRqqmpYc2aNXj//ffx+vVr7NmzB4sXL5apL0NDQ7keVAVKoqGhoUrenO/cuYPg4GCoq6vDzc0NvXr1gre3t0Jco2RBVeZPUBesV69erV4zUOCyp6+vL1MSHMEc+vj44OTJk3j69ClGjx7NqIwVFRWwsrKCl5cXvTnw4MED7N+/H0uWLJHerUba8ctzQNUXQlMT0NQUWBVrUF+bC12OPbR1jOTqXxnrMDU1FRYWFgpN+lNRUSGVG3J9fT0oipLadbnx/BkZGcHBwQGDBg0Cl8vF8+fP8eTJE8TExODGjRvQ1dWFm5sbPDw8hLp4lpWVwczMjHH36ZcvX8LHx6fV3LKlRVV+C9sqks6fjo4OysvLUVhY2KR8jq6uLgoLC5usj9u3b8PR0RFTpkyR+jMxNDSEtbU1YmJiEBAQIFH7adOmYejQobh+/TquXLmCmzdvIjAwEAMHDqQTLImjpKQEUVFRGDNmTIsuymZmZkhISGjyflVhDdbX16OyshJcLreJbFLLw1LRUgaqKBNBKDIreqWlpRg2bBiePn0KANi8eTMWLVrEmGBMoa6ujpqaGomyAQpiStTVGQtdbJFp06bh+++/R2JiIjZv3owFCxbI1E+DeV++HzRBH6p2c37x4gVOnjyJgIAATJo0SWVjGVVh/p48eYKKigr4+/u3uhwODg7g8XjIy8uTOVEEi8WCpqYmfHx8EB8fj9GjRzP6PgTZ6hq7hfbv3x8///wzdu3ahcWLF0v0ICILNTXlqK4qEPl+ysuyoKmlCzU1+dZ3a67D+vp6pKamIigoSCHjZWdnIzk5GSNHjpSqf4HrpiwyCZs/HR0d+Pj4wMfHB3w+Hy9fvsTjx4/x+PHjJi6effv2hY+PD9hsNu26yeS81NTUoLCwENbW1ir3O90YVfgtbMtIMn9aWlqwsLCgvakEmJubIzc3t8nf2Gw2NDU1Zc5C3adPH+zfvx8XL17E0KFDJYpbNTMzw/Tp0zF8+HBcv34d165dw61btzBw4EAMGjQIurq6Iq+9desWNDU10a9fvxbXkI2NDW7dugUej9dkM1/Za1BdXR1OTk5ISUlpcr+RXtFT0cQnqigTQSgyfVJVVVUYNWoU7t+/D6AhxmHlypWMCsYUTk5OABoegEtKSkS2e/LkCYqKippc0xqw2WysXbsWQEM2td27d7fa2G2Buro6HDlyBA4ODpg2bZrKKnmqQlRUFBwdHWFjY9PqYwuC/+WppyegZ8+eyMvLQ2Zmptx9NcbY2LhJkWGgwdXp888/R2FhIX7//XeFZXCrrixouU1VkULGVhSZmZngcrlwdXVlvG8+n4+jR4/CzMwMQ4YMkepaSZOxyAKbzYajoyPGjBmDb7/9Fhs3bsSUKVNAURT27duH9evXIzIyEtXV1Yx7HOTm5gIgGTcJDdja2jZL129hYdGsXEhAQADi4uKkr+H2/3Tv3h3Dhg3DzZs3sXr1aty8eVPi7JrGxsaYMmUK1q9fjz59+uDGjRtYtWoVjh07hvv379MulgKio6MRFhaG/v37S6RQ2tragqIovHz5Uqb3pki6dOmC5ORkuX6LWGw1lT0IbQOpFT0ej4fx48cjMjISALB48WJs3LiRccEkZeDAgfSuTUZGRrPzY8aMAdCwE/rVV18JjWPjcrn44osv6P8z7S7WEhMnTkS3bt0AAD/++GOrjq3qJCcnIzs7G1OnTn1na+JJSklJCRITE+Hv76+U8TkcDkxNTRlR9FxcXKChoUF7DDCFMEUPaHhYWLRoEbKysvDnn38yniIcAGprWy4RUMuTroyAsklKSoK2trbIjHzyEBkZibS0NEyfPl3q5DmKVPTexsTEBP3798eXX36JFStWwMbGBkePHkVlZSXjBdMFGTdlqUlIaH8IFL3GzzWOjo6oqKjAw4cP6b8FBgZi8ODBOHXqFL1BLw1qamoYO3Ys1q1bBx8fH5w9exZr165FVFSUxN8zQ0NDTJw4ERs3bsSAAQOQlJSEvXv3YsWKFdi4cSNOnjyJgwcP4tChQ+jZsydGjBghUb92dnYwMTERWdhdmbi6uqK6ulo+JVTZJRRIeYU2j9Q+itOnT8e1a9cANBR/nD9/Pp48eSKyva6urkgL2dv141JTU+nXp0+fhpmZGf1/Z2dn9O3bV1px8dVXX2Hfvn3Iy8vD/v37kZKSgoULF6JLly6or6/HgwcP8Ouvv9IPlF27dsXcuXOlHkceWCwW1q1bh3HjxqGgoOVd/3cJQeDyu14XTxJiYmKgrq6OHj16KE0Ge3t7RhS96Oho1NbWNok9YQIjIyOUlZWhvr6+WSINJycnLFy4ELt27cL+/fsxf/58sck2FEIb83RLSkqCi4sL4/NUUlKCs2fPIiAgAJ07d5b6ejabzVg9PGlwdHTERx99hOzsbNy7dw9eXl6M9p+dnQ1jY2OViU0mKBdbW1tUVVWhuLiYjsnu2rUrPD09ceLECXTu3Jl2RR8/fjzKyspw4MAB6OnpyfS9MjIywowZMzB48GBcvHgRhw8fxo0bNzBmzBh069ZNIrdEfX19jBs3DuPGjUNxcTGSk5ORnJyMx48fo6KiArNmzZJqs5LNZqNXr14IDQ3F5MmTVcrrx9HREVpaWnj+/LnspZ9IMhaCnEit6AUHB9Ovb9261eKNbMCAASLdBebNmyfyuuXLlzf5/5w5c2RS9MzMzBASEoIJEyYgPT0dERERiIiIENrW29sb586dU8oPxdixY9GjRw/ExcW1+tiqTHl5ObS1tdttOnymoCgKd+/ehY+Pj8x1v5jA3t4eN27cAEVRMsdGVFVV4fz58/Dz80PHjh0Zlc/Y2BgURaG0tFRoshpXV1csWLAAe/bswT///INZs2YxZknW1NJHDVd8pkRNTcUmg2ESHo+HFy9eYNy4cYz3ferUKWhqamL8+PEyXS9POQcmsLa2Vsi8ZGdnE7dNAo2ghMLr16/p3zMWi4Vp06Zhw4YNCA4OxsyZMwE0fCdmzZqF8vJy/PHHH/jqq6+alWCQFEtLS3z44YfIzMzE+fPn8eeff8LJyQljx46VSoE0NjZGr1690KtXLwAN7tqy/N76+/vjypUrePDgAd2XKqCmpgYXFxckJSVh+PDhMvXBYrHBUsHEJ6pY8oEgnHfik/L29sbjx4+xa9cuBAUFwcrKCpqamtDS0oK9vT3ee+89HD58GDExMejQoYPS5Fy/fr3SxlZVysvLFZ4JsT3w4sUL5OXlKc1tU4CDgwOqq6tRWFgocx9XrlxBbW2tQh6UjY2NAUCo+6YAT09PzJ07FzExMTh79ixjY3N0zcSeZ7HY0OEYMzaeonnx4gXq6uoYj89LSEjAgwcPMGnSJJkT48hr0aurqwOPx1O5WnA5OTlE0SPQCJJLvR2nZ2xsjAkTJuDu3btNsoirq6vjo48+grm5OXbt2iXX7zQAdOjQAV988QW++OIL1NfXY8eOHfjrr7/E/r6KQ9ZNNTMzM7i4uCA6Olqm6xWJq6sr0tLSRJaHaBkVcNEU6rb5TqgP7QKpLXpM3viY6EvS4GJdXV18+umn+PTTT+UeUxoOHDjQzEVVFCNGjFC5BwtlU1hY2Gr1zdoyd+/ehampKVxcXJQqh2CH+NWrV01cryWloKAAt2/fxpgxY2BkZMSwdJIpegDQo0cPFBcX49y5c/D392ckuY2GBgf6BnYoL8tqdo7FYsPQ2BFsdutl/JWXpKQk6OvrM5r4h8vl4vjx43B3d4evr6/M/aipqUn9W0pRFDIyMnD37l3ExMTQcZoaGhrQ1NRs8q+WlhYmTpzYqom7eDweCgoKSHwegYbFYglNyAI0ZMqMjY3FkSNHsGrVKjpeVFtbG4sWLcK2bduwc+dOLF26FHp6enLJ0aVLF6xcuZLeHFu/fj1Gjx6NgQMHtpr7u7+/Pw4dOoTCwsJWLy0kDldXV9TV1eHFixcyhSKoauITVZSJIByikhNUlvLycjx+/JhOVEMQDpfLxf379+Hv76/0hDWGhoYwNDSUKficoijcuHEDpqamTdJRM4m2tja0tLQk2nEODAyEiYkJLl26xNj4OhxjmJh1BkfXDOoaHGho6EJXzwqm5q7Q1BSdblzV4HK5iIqKgoeHB6Ppyy9cuICqqipMmzZNrn5ZLJbESSJqamoQERGBzZs3Y+vWrcjMzERQUBDmzJmDGTNmYOzYsRgyZAj69OkDLy8vODs7o7CwEGFhYTLLJwu5ubmgKIpY9AhNsLW1RVZW880jNpuN999/H2VlZbh48WKTcwYGBvjss89QVVWF3bt3M5JpmMVioVevXlizZg38/f0RHByMH3/8ka6zrGh8fHygpaWlclY9Gxsb6OvrIykpSbYOlG25I8lY2jxtZ/uY8E5RXV2NvXv3Qk1NTenuiKrOgwcPwOPxVCY2QdaELFVVVcjIyMDw4cMVFpPJYrFgZ2eHtLQ0DB06VGxbdXV1jBo1CocOHUJmZiZjbt3q6lrQ02/bD+shISGorq7GqFGjGOszIyMDYWFhmDBhAkxNTeXqS5Ksm2/evEF4eDju3buHmpoauLu7Y9SoUbCzs4OxsbFYRZPD4eD27dtCk/ooCkHGTaLoERpjZ2eHO3fugMfjNcsvYGFhgdGjR+PcuXPw9fVtYoE2NzfHokWLsH37duzduxcLFy5kZC3r6OhgypQp6N27N44ePYqffvoJffv2xdixY8XWzpMXLS0tdO/eHdHR0TLHwykCNpsNV1dXmRU9FktNRWP0VE8mgnCISk5QOUpLS7F9+3ZkZWXhs88+U+jNoT1w9+5duLq6yv1wzBQCRU9a1zldXV2YmZkJLZPCJF5eXnj27JlEu9h+fn6wtLRstiP+LlNQUICbN29i6NChjLlI1dfX48iRI7C3t8fAgQMZ6fNtRa++vh45OTmIjo7Gtm3bsHHjRjx48AADBw7E+vXr8emnn8LT01Miq3i3bt1QXV2NlJQURmSVhOzsbBgZGSk12RJB9RDUkXvz5o3Q84MGDYK9vT3++eefZmVjHBwcsGDBAjx79gxHjx5lNHTEwcEBK1aswNSpUxEXF4d169YhOjpaoeEp/v7+KCwsbNXvpSS4uroiMzMTVVUylM8RZN1UxYPQJiAWPYJKkZ+fj99++w21tbVYunSpUgp/tyVyc3ORlpaGDz74QNmi0Njb26O8vBylpaVSx9l16dIFt27dQm1trcKset7e3jh79iyePn0KHx8fsW3ZbDbGjBmDvXv3IjU1Fc7OzgqRqS0RHBwMPT29Fi2i0nDz5k1kZ2dj5cqVjFgV8vLyUF9fj7NnzyI3Nxc5OTkoKCiglT9XV1d8+OGH8PLygrq69LdBe3t7mJiY4NGjR4yXABFFTk7OOx+fx+PxkJ6eTv/fxMQE5ubmSpRI+dja2kJbWxuJiYlCU/irqalh5syZ2Lx5M0JCQprVCXZzc8Ps2bNx4MABGBgYYOzYsYzJxmazMWDAAHh7e+PMmTM4dOgQoqKiMGPGDFhaWjI2joBOnTrBwsIC0dHRCknmJSuurq6gKArJyclSZ5JuyLqpejYZVZSJIBzySRFUhlevXmHbtm1gs9lYtmwZUfIkIDo6Gjo6OioVx2hvbw8AMrlvdunSBVwuF8+ePWNaLBpzc3PY2Ng0KSgsDm9vb9jZ2eHChQvvfLKkpKQkPHz4EOPGjWOsGHh+fj7+/fdf2vLABFVVVcjLy8P9+/dRV1cHDw8PTJ06FV9++SU2b96MxYsXo3v37jIpeUCDC7CXlxcePXrUamuClFYAbty4gV9++YU+tm7dqpR6iaqEhoYGunXrhri4OJFr0c7ODsOHD0dISIjQxC1+fn6YMGECQkJCJE5wJw2Ghob44IMP8Pnnn6O4uBh///0342MADd/L3r1748GDB4zEHTKFmZkZzMzMZHPfZLEBlpoKHkR9aCuQT4qgEiQnJ2P79u0wMjLC0qVLVcYNUZWpr69HdHQ0evbsqVJ1BgWutlwuV+przczMYG1tjfj4eKbFaoK3tzeePHmCurq6Ftuy2WyMHj0aqampjBSDb6vw+XycPn0aTk5O6NmzJ2P9nj59GgYGBozG+3311VfYvn07NmzYgM8++wyTJk1Cv3790LlzZ8ay+Hbr1g0lJSXIzMxkpD9x1NbWIj8//51X9F6/fo1OnTph/fr1+Oyzz1BRUdGkfMC7So8ePZCbmytUiRMwbNgwWFhY4J9//hEavzpkyBAMHjwYp06dwv379xUiZ9euXTFs2DBkZWXJdH+QhF69eqGurk7l1oWrq6tMMrHVNFT2ILQNiKJHUDqPHj3Czp070aFDB3z55Zekbp6EPHv2DKWlpejTp4+yRWmC4AYuayyRj48PHj9+3CyehEkEMVbJyckSte/atSvU1NSauI29a0RGRuL169eYPHkyY5k2S0pK8OTJEwwfPpwxCyEAaGpqNktMwTTOzs7Q1dXFo0ePFDoOQDJuCsjOzoa9vT3MzMzQtWtXWFhYKHxTqC3QpUsX6OrqIi4uTmQbDQ0NzJw5Ey9fvsStW7eEthk/fjx69OiBAwcOSPzbKC0dOnQARVEK2zQzNjZG165dkZCQoJD+ZcXV1RW5ubkoKSmR7kKlW+7EHHLw8uVLLFu2DF27doWuri5MTEzg5+eHn376SbZYRoJIiKJHUCp3797Fn3/+CU9PT3z66afQ1tZWtkhthqioKNja2jLm7sYU1dXVAGRX9Lp37w4ul4unT58yKVYT7OzsYGpqKvFDuoaGBmxsbGQqG9Ee4PP5+Pfff+Hn5yc0DkhW4uPjoaam1mKspCqipqYGT0/PVlH0cnJyAOCdjtGrr69HXl4ePQcsFgu+vr549OiRRJb59ozgOyTOfRMAnJycEBgYiIsXLyIvL6/ZeTabjVmzZsHZ2Rl//PGH0LIN8mJtbQ0NDQ2FWsJ79eqF169fIzc3V2FjSIurqysAIDU1VarrWGy2yh6y8u+//8LLywvbtm3D8+fPUVVVheLiYsTGxmL58uXo3r17q5XleBcgih5BKVAUhWvXruGff/5B3759MX/+fJVyP1R1KioqkJCQAH9/f0brmDGBYDdOVkXP2toa1tbWCnMfAhoeEr29vZGQkCBxvbUOHTq8s4re69evUVZWxrj1OCYmBp6enuBwOIz221p069YNOTk5Cn+gzM7OhoGBwTudgTgvLw98Pr+Jsuvr64vq6mqFxvS2FXx9fVFUVNRi1uIxY8bAwMAAR44cEaoUqqur46OPPoK5uTl27dqFwsJCRuVUU1ODvb29QhW9bt26qVxNPQ6HA3V1damtVYLyCqp4yMKjR48wZcoUlJaWQk9PD5s2bcLdu3dx8+ZNLFiwAEBDLPioUaNQUVEh0xiEphBFj9Dq8Pl8BAcH49y5cxg5ciSmTZum9ELfbY2YmBgADUH0qoa8rptAw0NLa7hvlpaWSlzOwcHBAdnZ2eDxeAqTSVVJTk6GhoZGkzpc8pKdnY1Xr14xGu/X2nTt2hWampoKt+qRRCz/WTUbz4O1tTWsrKyI+yYAFxcXGBgYiHXfBBrqzb3//vtISUlBZGSk0Dba2tpYtGgRNDQ0sHPnTsYfuDt06KBQRU9DQwNubm64d++exBt5iqawsBB1dXVSW+WVrcwxreh9+eWXqKqqgrq6Oq5du4Zvv/0W/v7+GDRoEP78809s2bIFAPD8+XP8/PPPMo1BaAp5uia0KuXl5di3bx9u3bqFKVOmYPTo0SpnkVJ1KIrC3bt34eXlBT09PWWL0wx5XTeBhjg9RbtvduzYEfr6+hJn33RwcACfz1eIO5OqI0gLzqTVPTY2Fjo6OnB3d2esz9ZGU1MTXbt2lXgNyQpR9BrmQE9Pr0kMt8B9MyEhQaGbQm0BNpuN7t274/79+y0qN126dIG/vz+Cg4NFxowZGBjgs88+Q1VVFXbv3s1oFssOHTqgoKBAoRYbLy8vlJaWqoy1Nzs7G0BDEXupYLHoEguqdECG57bY2Fg6q+v8+fPh7+/frM3SpUvRtWtXAMCOHTve+e81ExBFj9AqUBSF2NhYrF+/HsnJyfjwww8ZK4z8rvHq1Su8efNG6I+kKlBdXQ0WiyVXco3WcN9ks9lSpci3sbGBurr6O+e+yefzkZqaChcXF8b6FPwedO/evc27bNvZ2aGgoEBh/dfV1SE/P/+djs8DGpI3CJsDQUyvqhXJVgY9e/ZEaWmpRHFgEydOhKamJo4dOyby98/CwgKLFi1CdnY29u3bx1gpiw4dOgCAQn9LraysYGNjg6ioKIWNIQ05OTnQ0dGBoaGhVNexWGpgsVXwkMGid+7cOfr1vHnzhLZhs9mYPXs2AKC4uFgh5T7eNYiiR1A4RUVF+P3337F//364urrif//7X5tMvqAq3L17F4aGhvSul6pRXV0NHR0duS219vb29C6oovD29kZ+fr5E46irq8PW1vadU/RevXqF6upqdO7cmbE+X7x4gcLCwjbttimgsLAQZmZmCutfEJv2Llv0iouL8eTJE6H3DUtLS6irqwtNLvKu4ejoCBMTkxbdN4GGmLFp06bh8ePHYl1fHRwcsGDBAjx9+hRHjx5lpG6kubk5dHR0FOq+Kaipl5CQgMrKSoWNIynZ2dmwsrKS+r6obMudWKuelISHhwNoKMHk6+srst2AAQPo1xEREVKPQ2gKUfQICoPP5+POnTvYuHEjXr16hY8//hgffvghY3Ws3kV4PB5iY2PRu3dvqKnJl95YUQgUPXng8/l4/vw5nalMUXTu3Bna2toSu95ZWFgo1Hqjigji85jMthkTEwNjY2M4Ozsz1qeyyM/Pl94dSwoEmxDvsqJ3584daGpqCvViYLPZMDY2ZjxpSFuExWKhR48eePDggUTWN29vb3Tv3h0nT54U60bp5uaG2bNnIyoqChcvXpRbTjabDQcHB4XXoPTz8wOfz0dsbKxCx5GEnJwcmazyyo7DYzJGT+BG6+zsDHV1dZHtunTp0uwaguwQRY+gEHJzc7Fjxw4cP34cvr6++N///odu3bopW6w2z6NHj1BdXa2ybpsAM4rey5cvUVZWBi8vL4akEo6GhgY8PDwkTqahrq7OmPtSWyE9PR1OTk5ib8zS8vjxY/j4+LSLJEz5+fkwNzdXWP/Z2dnQ19dXyXjc1oDH4yEiIgJ9+vQRWX7H1NQURUVFrSyZauLr64vKykqJi3NPmTIFfD4fp0+fFtvOz88PEyZMwNWrVxlxp1N0QhYA0NfXh4eHh9LdN/l8PnJycmTarFG21Y4pix6Xy6U3Se3s7MS2NTY2pjMMK6re4rsEc3duglIpKyuT63qKolBWVgYWiyWXy119fT1CQ0Nx7do1GBkZYf78+XBxcUFdXZ3cMqoyTM1fS4SGhsLOzg7a2toqO5+CBy5p5Ws8h9HR0VBXV4eZmZnC32enTp1w9+5dZGRkwMTERGzbmpoaVFZWquzcK2IdFhQUwNjYmNH3rKamhpKSEpWbR2nnr7q6GgUFBeBwOAp7L+np6TAyMlK5uRIF02swKioKJSUl8PX1FTkHOjo6dAmQto6882dgYABDQ0OEh4dLXGN1xIgROHbsGBwcHNCjRw+R7fz8/JCdnY0jR46AzWbD29tbavkE8Hg8FBQUoLCwkPE43cZz6Onpif379+PZs2ewtbVldBxJKSoqQkVFBfT19aVeoxUVVTJZzxRNRUVDmYi334+WlpbQ+Pzy8nL6tSSbVrq6uqisrCQlFhiARTHhcE1QGlwuF05OTnTqaQKBQCAQCASCamJlZYX09HSRFmqgbTzb6enpNVPE1qxZg7Vr1zZr++rVKzg4OAAAZs2ahUOHDont28HBAa9evUKnTp2kLjJPaAqx6LVxtLW1kZ6e/k7W9iIQCAQCgUBoS2hqaopV8oC28WxHUVQzq7OobNuN368k70lQzkPeMBACUfTaBdra2i3+aBAIBAKBQCAQ2gbt6dmucf1LSdwxBZlS39XYZCZp+5HwBAKBQCAQCAQCQSXR1tamy9BkZWWJbVtcXEwrepLGmRJEQxQ9AoFAIBAIBAKBoDAEtX9TU1NRV1cnsl3jjLGqWi+4LUEUPQKBQCAQCAQCgaAw+vbtC6DBLTM+Pl5ku7CwMPp1QECAwuVq7xBFj0AgEAgEAoFAICiMcePG0a/3798vtA2fz6czchoZGSEwMLA1RGvXEEWPQCAQCAQCgUAgKAw/Pz/069cPALBv3z6hhey3bduGZ8+eAQAWL17MeI3FdxGi6LUCPB4P+/btw/Dhw2FtbQ0tLS3o6enB1dUVH3zwAaKjo4Vel5GRQRdNlfRwdHSUS1aKonDq1CmMGzcO9vb20NbWBofDQceOHTFt2jSEhIRI1M8///wDb29vaGtrw97eHsuWLRNbKHTu3LlSv9eMjAyxMsg6743JzMzE119/DV9fXxgZGUFDQwMmJibo06cPNmzYgPz8/Bb7ePPmDebOnQtzc3NwOBwMGDAAN27cENlels997ty5bWIuWiIpKQnbt2/HuHHj4OTkBB0dHXA4HDg5OWHatGm4fPmyxH2pwhok/EdbWYONKS4uxrZt29CvXz9YWVlBS0sLNjY28PPzw7Jly4Q+qDSGrMH2ARNrNy0tDYsXL4a7uzv09fWhq6uLLl26YPHixUhOTpZIjvZyL2FiLlqC3EtUk19++QU6Ojqoq6tDUFAQfvjhB0RHRyM0NBQff/wxVqxYAQDo3Lkzli5dqmRp2wkUQaG8fPmS8vT0pACIPZYsWULx+fwm16anp7d43dtHUFCQzLKWlJRQAwcObHGMqVOnUjU1NSL7WbdundDrfHx8qIqKCqHXzJkzR+r3mp6eLlIGeeZdwJEjRygOhyP2elNTU+rmzZsi5Xj9+jVlZ2fX7Do2m00dPnxY6DWyfO5z5sxR+bloidmzZ0v0XocPH04VFxeL7UsV1iDhP9rKGmzM+fPnKUtLS7HjjR07VuT1ZA22D5hYu3/88QeloaEh8lodHR1q//79YuVoL/cSJuaiJci9RLW5cOECZWBgIHIuOnfuTKWkpChbzHYDUfQUSG1tbZMfRS8vL+rAgQNUVFQUde3aNWr16tWUrq4ufX7Lli1NrufxeNTjx49bPGbMmEH3ceTIEZnlHTFiBN2Pk5MTtXv3bio8PJy6desWtXXrVsrMzIw+/+mnnwrtIzExkWKz2ZS2tja1YcMGKioqijpx4gTl6upKAaBWrlwp9LrGP4whISESvW8ej6eQeacoirp79y6lpqZG30jnzZtHnTt3joqJiaFOnz5NjRkzhr5eV1dX5I/0lClTKACUv78/dfHiRSoiIoJasmQJxWKxKF1dXaqgoKDZNY1vzmPHjpVoLrKyslR+Llpi8ODBFADKxMSE+uijj6ijR49Sd+/epWJiYqg9e/bQawgA1bdvX6q+vl5oP6qwBgn/0ZbWoIBTp05R6urqFNCgPK5atYq6du0aFR8fT/3777/Ur7/+SgUFBVGTJk0Sej1Zg+0DJtbusWPH6PNGRkbUxo0bqcjISComJobavXs31aFDBwoApaamRl2+fFmkLO3hXsLUXLQEuZeoPhkZGdSSJUuozp07UxwOhzIyMqJ69OhB/fjjj1RlZaWyxWtXEEVPgZw+fZr+svv7+1N1dXXN2sTFxdG7W8bGxlRtba1UY9TV1VE2NjYUAEpfX1/mL0hcXBwta8eOHamysrJmbTIzMykjIyP6YSsvL69Zm7Vr11IAqF9//bXJ37OysigOh0M5OTkJHb/xD6O8D2lMzPvo0aPpPnbt2iV0nK+++opu8/nnnzc7z+VyKS0tLcre3r7Zzt/ixYspANTBgwebXdf45ixud1USVGUuJGHOnDnUnj17KC6XK/R8ZWUl1bdvX3ocYXNHUaqxBgn/0ZbWIEU1fP8ED6w9e/YU+gAtQNTDGVmD7QN5125lZSVlYWFB358TExObXZ+fn0916tSJ3mAV5i3THu4lTM2FJJB7CYHwHyRGT4FERkbSr7/55huoqak1a+Pr64vRo0cDaIgHaVw/RBJu3LiBN2/eAAAmTZoEDocjt6xffvkl9PX1m7VxcHDAvHnzADRkRrp3716zNq9fvwaAZpmSbG1t0aVLF/q8ImFi3gV9mJqa4tNPPxU6zurVq+nXd+/ebXa+sLAQNTU18PPzg66ubpNzgwcPBgCFz4eqzIUkHDhwAB999BG0tLSEnudwOPj999/p/58+fVpoO1VYg4T/aEtrEAC++uorVFZWwsDAAOfOnYOpqanItqISBZA12D6Qd+1euXIFeXl5ABruq25ubs2uNzMzw+bNmwEA6enpOHHiRLM27eFewtRcSAK5lxAI/0EUPQXC4/Ho1x07dhTZrlOnTvTrmpoaqcYQpKEFgDlz5kh1bWOYktXCwgJA0zooAJCTk4OkpCRYWVnJLKOkMPFeBH04OTmJvN7Q0BBmZmZCrwcAY2NjqKurIy4uDlVVVU3O3b59GwAUPh+qMhdM4eHhQY+TlpYmtI0qrEHCf7SlNZiVlYULFy4AAD766CPY2NjI1A9Zg+0DeddubGws/Xr48OEir2987syZM83Ot4d7CVNzwRTkXkJ4VyCKngJxcXGhX7948UJkO8GPDIvFanJNS5SXl+PcuXMAgA4dOqB///6yCQrpZQUasiK9jaBOyvLly+lsSqdPn8bgwYNRWVmJyZMnyyyjpDAx74L/p6eni7y+rKwMBQUFAITPhY6ODoYNG4bMzEwEBQXh33//xd27d7FixQrs2LEDHA4HI0eOlPyNyYCqzAWTCB44hO0oA6qxBgn/0ZbWYHBwMOrr6wGgyTopKSlBSkoK3X9LkDXYPpB37RYVFdGvBUqDMPT09GhvnDt37jQ73x7uJUzNBZOQewnhnUDZvqPtmdzcXEpPT48CQAUEBAj1ab9//z6lqalJAaBmzpwpVf9///037Qf+v//9Ty5ZuVwu5eDgQAGgOnXqJDSb1KtXryhjY2M6gFkUgpiBtw8PDw+qtLRU6DVM+rQzMe+7du2i5fn999+FjrNs2TK6zfXr14W2SUlJoUxNTZvNBYvFovbu3Sv0GibjKlRpLpjg/v379DhTpkwR2U7Za5DwH21pDQoSW2lpaVE8Ho86deoU1b179yZryNHRkVq9ejVVXl4uti+yBts+8q7dL7/8kv484+LiRI5TU1NDsVgsum12dnazNm39XsLkXDABuZcQ3hWIoqdgTp06RWlra1NAQzregwcPUlFRUdT169eptWvXUvr6+hQAqnv37lRubq5UfTcuhcBEKto7d+7QilynTp2oP/74g4qIiKBCQ0Opn376iQ6kdnmK8vEAAAvVSURBVHJyopKTk8X2tXv3bsrNzY3S0NCgrKysqM8//1xsGmNps1RlZmaKHV/eea+traWmTZtGAQ2JZz788EPqwoULVGxsLHXmzBlq/PjxtLzfffedWFnS0tKoKVOmUEZGRpS2tjbl7+9P/fvvvyLby5Iprbq6uk3MhbxMmjSJHuvUqVNi2yp7DRL+o62sQW9vb/r3b+XKlUIf8ASHm5sb9erVK7H9kTXY9pFn7f7xxx/057l9+3aRY9y8ebPJ2rp3757Qdm35XsL0XMgLuZcQ3hWIotcKPHnyhJo3b57QhwVLS0tq+/btUmfLzMzMpHe9+vTpw5is6enp1JIlS+jU4o0PPT09av369WKz0MmKtHVnxNWvEiDvvPP5fOrYsWNUt27dhPYRGBhIXbt2jcFZaECW2kcPHjwQ22dbnYvGNM765uvrK7JOk6woYg0S/qMtrEGBV4OWlhYFgDIwMKB27txJ5ebmUlwul4qLi6NGjRpFj9m7d2+hlg1ZIWtQNZF17b58+ZK+l9rZ2VGFhYXN2vB4PCogIKBJnzdu3GBEblW6lyh7LhpD7iWEdwkSo6dgeDwejh49ikuXLgk9n5ubi6NHjyI0NFSqfv/55x9QFAUAmD17ttxyAgBFUThz5gzOnDmDurq6ZucrKipw7Ngxke9FlWBi3pOSknDs2DE8efJE6PmoqCgcPHgQ2dnZjMisKNrDXDx//pzO+Kqjo4NDhw6BxWIpZCwC87SVNVhZWQmgIYkEi8XChQsXsGjRIlhYWEBLSwu+vr64cOECRowYAQCIjo5WaMIIgvKRZ+3a29tj4cKFABoS/QQEBODixYsoLy8Hl8tFREQEhg4disjIyCYZXKurqxXzZuSkPcwFuZcQ3jmUrWm2ZyoqKqj+/ftTQEMB0BUrVlDPnj2jampqqNLSUuratWt0LRcWi0Xt2LFD4r67dOlC7zyLcyGQlPr6emry5Mn0DtP8+fOp+/fvU9XV1VRFRQUVERFBvffee/T5r776Su4xG8OkTzsT837nzh26ZmCHDh2ow4cPUzk5ORSPx6NevXpF7dq1i3ZztbOzo54+fSqXzI1hMq6irc8FRVHU69evKUdHR1rGY8eOMdq/ABJXoRja0hq0tbWl18B7770nst2TJ0/oduPHj5dpLGGQNahaMLF2uVwuNXLkSLEWna5du1Kffvop/f/bt28zIr+q3UuUORcURe4lhHcTougpkKVLl9Jf9gMHDghtU1tbSwUGBlJAQ+zJo0ePWuz33r17dL+TJ09mRNbffvuN7nPt2rUi282aNYtud+nSJUbGpihmfxjlnXcul0s/8FlZWYkMBn/y5Akdr9CjRw+5ZG4Mkzfntj4XhYWFlLu7O/0edu7cyVjfb0NuzoqhLa1BwQYaILowuwCBTPb29jKNJQyyBlULpu7h9fX11N69eykfH58miUZMTU2ppUuXUhUVFdT8+fPpv0vyHCAJqnQvEaCsuSD3EsK7ClH0FASfz6dMTEwoAFTnzp3Fto2IiKB/FL788ssW+160aBHd/uLFi4zIK0hCoK+vT3G5XJHtXr16RY89btw4RsamKOZ+GJmY93PnztF/37Rpk9g+PvzwQ7rtw4cPZZa7MUzdnNv6XJSVlVE9e/ak+9ywYYPcfYqD3JyZp62twaFDh9LXnz9/Xmzb3r17U0CDVwVTkDWoOijqHl5WVkalpKRQWVlZVH19Pf13Pz8/CgClrq5OVVVVMfIeVOleIozWmgtyLyG8y5AYPQWRm5tL143x8fER29bX15d+/fz5c7Fta2trceLECQANtWjEFR6VhmfPngEA3NzcoKWlJbKdnZ0dLC0tJZJVGTAx74K5AIDu3bvL1Icq0Jbnorq6GmPGjKGL7C5fvhyrVq2Sq09C69PW1qCbmxv9WlBPTxSC8+rq6lKPQ1B9FHUP19fXh7OzM2xtbcFmNzyCVVRU4NGjRwAAT09P6OjoyCM647TluSD3EsK7DlH0FETjm7+wxCaNqa2tFXqdMP7991+6aO+MGTMYe8gQ9NOSrMB/8qriAw4T866oz661aatzUVtbi4kTJyIsLAwAsHDhQmzZskXm/gjKo62twf79+9OvxRWFbnze1tZW6nEIqk9rrrvg4GDU1NQAAKZMmSL19Yqmrc4FuZcQCETRUxgmJiYwMDAA0JANTtyPo+BHCACcnJzE9nvo0CH69Zw5c+SU8j8E4z558gQlJSUi2z158oTe2WtJVmXAxLw3fh0eHi52PGk+u9amLc5FfX09ZsyYgStXrgAAZs2ahd27d8vUF0H5tLU1OHz4cHA4HADA2bNnxY5TWFgIAOjXr5/U4xBUH0Xdw9+mpqYGGzZsANCQBXLu3LnSC6tg2uJckHsJgfD/KNt3tD0zffr0FhOcFBUVUW5ubnS7kJAQkf0VFhZSmpqaFADK09NTKlkGDBgg1mf8m2++oc/PmzdPaF2Z6upqOtAaALVnzx6pZBAHkz7t8s57cXExxeFw6JjFhIQEoX1cvnyZYrPZFADK1ta2SYyBPDAZQK9Kc9HSGuTz+U3qM02cOJHRGmUtQeIqFENbWoMURVErVqyg2+zfv7/Z+fLycjqmGQAVExPT8iRICFmDqgUT9/D8/HyRcWZcLrdJtusff/yRUflV6V5CUczNBbmXEAiSo1q+Zu2M1atX4/z586iqqsLatWsRHx+POXPmoGPHjuByuYiOjsaOHTvw8uVLAMDgwYMRFBQksr/jx4+Dx+MBYNaaBwBfffUV9u3bh7y8POzfvx8pKSlYuHAhunTpgvr6ejx48AC//vornj59CgDo2rWrwnYek5OTUVFR0WI7Ozs7GBkZNfu7vPNuZGSEr7/+GqtXr0Z5eTn69OmDzz//HEOHDoWxsTFyc3Nx/vx5/PXXX+Dz+QCAzZs30zEGTFJSUiKyblhjNDU10blz52Z/b0tzsWzZMuzfvx8A4OHhgW+//bZJfJak75kJ5F2DhP9oS2sQAL799lucPXsWKSkp+PDDDxETE4NJkybB0NAQT548wY8//kivy08++QQ9e/aUc4aEQ9ag8mHiHn779m0sWLAAM2fOxJAhQ2Bvb4+qqirExcXh999/R3JyMgBg3Lhx+OqrrxT2XpR9LwFaby7IvYRAaISyNc32zvXr1ykzMzN6d0fUMWjQIKqoqEhsX7169aKAhho2olKMi0KSnewHDx5QTk5OLcrq7e1NZWRkSDV+SzTeAZP0ELbbLkDeeefz+dSXX37ZJP2zsENDQ4PaunUro3PReBdW0qNDhw4qPxctrcEOHTow9p5lgek1SPiPtrIGBaSmplJdu3YVO9a8efMoHo/HxPTQkDWoesi7dk+dOiX2OhaLRS1cuJDxtURRqncvYWouyL2EQJAcYtFTMEOGDMHz58+xb98+XLlyBYmJiSgpKYG6ujqsrKzQs2dPzJgxA++99x5YLJbIflJSUnDv3j0AwNChQ2FlZcW4rN7e3nj8+DEOHjyI8+fPIyEhAUVFRWCxWLCwsICPjw8mT56MqVOnQkNDg/HxmUTeeWexWNi+fTtmzpyJvXv3IiIiApmZmaiqqoKenh6cnZ0xYMAAfPzxxwrbCWQKMhcEZdPW1mCnTp1w//597NmzBydPnkRSUhLKy8thYWGBPn364OOPP8agQYPkHoeg+si7dvv164etW7fi5s2beP78OfLy8sBms2Fra4tBgwbhgw8+QI8ePZTwzqSHzAWB0PZgURRFKVsIAoFAIBAIBAKBQCAwB8m6SSAQCAQCgUAgEAjtDKLoEQgEAoFAIBAIBEI7gyh6BAKBQCAQCAQCgdDOIIoegUAgEAgEAoFAILQziKJHIBAIBAKBQCAQCO0MougRCAQCgUAgEAgEQjuDKHoEAoFAIBAIBAKB0M4gih6BQCAQCAQCgUAgtDOIokcgEAgEAoFAIBAI7Qyi6BEIBAKBQCAQCARCO4MoegQCgUAgEAgEAoHQziCKHoFAIBAIBAKBQCC0M4iiRyAQCAQCgUAgEAjtDKLoEQgEAoFAIBAIBEI7gyh6BAKBQCAQCAQCgdDO+D8EwOxgDMF1zgAAAABJRU5ErkJggg==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
"# EXAMPLE: POINT EXPOSURES WITH POINT HAZARD\n",
"import numpy as np\n",
"from climada.entity import Exposures, ImpactFuncSet, IFTropCyclone\n",
"from climada.hazard import Centroids, TCTracks, TropCyclone\n",
"from climada.engine import ImpactCalc\n",
"\n",
"# Set Exposures in points\n",
"latitude = np.array([21.899326, 21.960728, 22.220574, 22.298390, 21.787977, 21.981732])\n",
"longitude = np.array([88.307422, 88.565362, 88.378337, 87.806356, 88.348835, 89.246521])\n",
"\n",
"values = np.array([1.0e5, 1.2e5, 1.1e5, 2.0e5, 2.5e5, 0.5e5])\n",
"\n",
"exp_pnt = Exposures(\n",
" lat=latitude, lon=longitude, value=values, value_unit=\"USD\", crs=\"epsg:4326\"\n",
")\n",
"\n",
"# plot exposures\n",
"exp_pnt.plot_scatter(buffer=0.05)\n",
"\n",
"# Set Hazard in Exposures points\n",
"# set centroids from exposures coordinates\n",
"centr_pnt = Centroids.from_exposures(exp_pnt)\n",
"# compute Hazard in that centroids\n",
"tr_pnt = TCTracks.from_ibtracs_netcdf(storm_id=\"2007314N10093\")\n",
"tc_pnt = TropCyclone.from_tracks(tr_pnt, centroids=centr_pnt)\n",
"tc_pnt.check()\n",
"ax_pnt = tc_pnt.centroids.plot(\n",
" c=np.array(tc_pnt.intensity[0, :].todense()).squeeze()\n",
") # plot intensity per point\n",
"ax_pnt.get_figure().colorbar(\n",
" ax_pnt.collections[2], fraction=0.0175, pad=0.08\n",
").set_label(\n",
" \"Intensity (m/s)\"\n",
") # add colorbar\n",
"\n",
"# Set impact function\n",
"impf_tc = ImpfTropCyclone.from_emanuel_usa()\n",
"impf_pnt = ImpactFuncSet([impf_tc])\n",
"impf_pnt.check()\n",
"\n",
"# Get the hazard type and hazard id\n",
"[haz_type] = impf_set.get_hazard_types()\n",
"[haz_id] = impf_set.get_ids()[haz_type]\n",
"# Exposures: rename column and assign id\n",
"exp_pnt.gdf.rename(columns={\"impf_\": \"impf_\" + haz_type}, inplace=True)\n",
"exp_pnt.gdf[\"impf_\" + haz_type] = haz_id\n",
"exp_pnt.gdf.head()\n",
"\n",
"# Compute Impact\n",
"imp_pnt = ImpactCalc(exp_pnt, impf_pnt, tc_pnt).impact()\n",
"# nearest neighbor of exposures to centroids gives identity\n",
"print(\n",
" \"Nearest neighbor hazard.centroids indexes for each exposure:\",\n",
" exp_pnt.gdf[\"centr_TC\"].values,\n",
")\n",
"imp_pnt.plot_scatter_eai_exposure(ignore_zero=False, buffer=0.05);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Raster from file "
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"ExecuteTime": {
"end_time": "2020-10-19T10:08:03.171168Z",
"start_time": "2020-10-19T10:07:37.913084Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2025-09-25 13:50:45,839 - climada.entity.exposures.litpop.litpop - INFO - \n",
" LitPop: Init Exposure for country: VEN (862)...\n",
"\n",
"2025-09-25 13:50:46,558 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,560 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,565 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:50:46,565 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,566 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,576 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,576 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,595 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,596 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,604 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,604 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,613 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,613 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,621 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,622 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,631 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,631 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,642 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,643 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,646 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:50:46,647 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,647 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,650 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:50:46,650 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,651 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,653 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:50:46,653 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,654 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,657 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:50:46,657 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,657 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,660 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:50:46,660 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,660 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,663 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:50:46,663 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,664 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,684 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,685 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,695 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,695 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,713 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,713 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,735 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,735 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,749 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,750 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,768 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,770 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,786 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,787 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,798 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,799 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,806 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:50:46,806 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,806 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,812 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:50:46,813 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,813 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,823 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,823 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,839 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,839 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,848 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
"2025-09-25 13:50:46,849 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
"2025-09-25 13:50:46,853 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
"2025-09-25 13:50:47,320 - climada.util.finance - INFO - GDP VEN 2014: 4.824e+11.\n",
"2025-09-25 13:50:47,343 - climada.util.finance - INFO - Income group VEN 2018: 3.\n",
"2025-09-25 13:50:47,355 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n",
"2025-09-25 13:50:47,356 - climada.entity.exposures.base - INFO - category_id not set.\n",
"2025-09-25 13:50:47,356 - climada.entity.exposures.base - INFO - cover not set.\n",
"2025-09-25 13:50:47,356 - climada.entity.exposures.base - INFO - deductible not set.\n",
"2025-09-25 13:50:47,357 - climada.entity.exposures.base - INFO - centr_ not set.\n",
"2025-09-25 13:50:47,357 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n",
"2025-09-25 13:50:47,358 - climada.entity.exposures.base - INFO - category_id not set.\n",
"2025-09-25 13:50:47,358 - climada.entity.exposures.base - INFO - cover not set.\n",
"2025-09-25 13:50:47,358 - climada.entity.exposures.base - INFO - deductible not set.\n",
"2025-09-25 13:50:47,359 - climada.entity.exposures.base - INFO - centr_ not set.\n",
"2025-09-25 13:50:47,362 - climada.util.coordinates - INFO - Raster from resolution 0.08333332999999987 to 0.08333332999999987.\n",
"2025-09-25 13:50:48,604 - climada.util.coordinates - INFO - Reading /Users/shuelsen/climada/demo/data/SC22000_VE__M1.grd.gz\n",
"2025-09-25 13:50:50,098 - climada.util.coordinates - INFO - Reading /Users/shuelsen/climada/demo/data/SC22000_VE__M1.grd.gz\n",
"2025-09-25 13:50:52,861 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard FL. Using the anonymous 'impf_' column.\n",
"2025-09-25 13:50:52,862 - climada.entity.exposures.base - INFO - Matching 10772 exposures with 22494 centroids.\n",
"2025-09-25 13:50:52,867 - climada.util.coordinates - INFO - No exact centroid match found. Reprojecting coordinates to nearest neighbor closer than the threshold = 100\n",
"2025-09-25 13:50:52,892 - climada.engine.impact_calc - INFO - Calculating impact for 32310 assets (>0) and 1 events.\n",
"\n",
" Nearest neighbor hazard.centroids indexes for each exposure: [ 39 40 41 ... 3387 3551 2721]\n",
"2025-09-25 13:50:52,902 - climada.util.coordinates - INFO - Raster from resolution 0.08333332999999987 to 0.08333332999999987.\n"
]
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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dz372s932IvZXNpslS5oTORcVx4C3U8jKT/LhneGk5okweqTrl5okS5RMC9GyJ4xlFua8R1mTmHZFMa0bEkQ+KNyAXHZKzPh8CfWroiR293yVsKdjXnV2AEdAoebRNix9JFo8OFqpineaA+9UJ85ilciHKVreTmDp4Kp2UHWan3SLTv0L0SF9Pf65TsqO91HzeJgpF4doWhMn9lGmz+cN9L2ulaooTolUXW4wzZ6QxsL3y3gjjvnIO5RjHjraTWihm91/aO1yvxpUmHZZEY1rYsS29f19NtH1dMx1cqypf4ZsNttrcJTNZqlvNNjzznQC/sKchRWNmUw7dnefr0UYXhM60MtkMlx33XUYhh083HHHHb2uP3PmTP7yl78Map9Op5Pvfve7fPnLX2b79u383//9H9dcc82gtgmg4kCVxl+g5yxXKVkQoOGVKERlVKnrF5okSThkDVVyYEmFeVIgIaE5NRxyDlUq3KtvrpCKpmnIuoray7Hs6ZiH12aZ+pkiyheHaPlHYiSaPChmC8RadGIbdIJHuChdHiA0y0fbxiSZZp3EFoOSJT6k4xUaX48P2X5zdaA5NIJTvJhtMsFpXlLbzT6fN9D3emi6G89Ujf3PRzGShfkZKVRj4ftlvBHHfOQdyjE3GiXcPhe+SjfphgNXwIpme3A4HOTqGJfnIkOtx2N+iG95n1/C55f6XnEUmBRmuyaawrwMMEK+9rWvsX79egC+8IUvcMEFF4zIfq+99lqmT58OwPe//31yOXGlvSe+mU70lEm0Hz0eharkWA8A8Y8L9zUoLomK0/xkmnVS+wf2fsxFDNo2JCk60o1WPPBe6tEQ2Zxm7yOtpBt1yk7yMeWSIkqW2Bl2M21D2z2pJ0xiOzIUH+vBWaKSiw5v8B/dmUELqTjLJvR1PUEQhkDHd7ukSCBByRIPM68uoWSJh8TuLHqi74tWgiCMnAn7y3/nnXfyu9/9DoAlS5Zwzz33jNi+HQ4HN998M9deey27du3ivvvu4/rrrx/UNiVZOqj+31jn8MuEjnAT3ZKyX1s3L89+3fa/BUeCoqPdFB3toeUfcYyUVZjtlKHq3CCyQ6b26TASUq+XgHo75uH3U/gPc1J6vI/9z0SHsdFDT49bNKyK0bRGQvXImDnLPmmxhv791bYxhWeqBoZFdEumX9sf6HtdUWUSe7MY8QJ9/xWwgv5+GafEMR95/TrmMky5NISzyD5trDozgOSQkBX7OY2vxYh+1L/vMqHnYy5ZEhxCrGxYJkaBdnwblgj6C8GEDPR+/etf853vfAeAefPm8cwzzxxUH2+4XXXVVdx5553s2LGDH/7wh1x99dU4nc4Bb69kWgiHrA1hC0df+ck+VKdMrNmkdHr3x0aSJULVfpCkgprP4apQCS5wo4UUIlvTKBE3pdPdo92sbnkmOyid7aP+5Sih0iCU9r5+X8dcatSoPNaD8bGKmS6c/5MB6eNYDEZ8jQUShMqCUNb3+oN5r5dO9TH52HJa1id6nX8pdFWo3y/jmTjmI69fx1wGv8eHK+BATxkYuoXilknVZWnbmELDQ+lUz8g2fAzr6ZjnzCzsGsWGCePOhAv0HnroIb7yla8AMG3aNF588UVKS4fxbK4Hqqpyyy23cNVVV1FTU8Nvf/tbvva1rw14ey17wuNqXLx3mkbWpbD77xGSvSSRkGQJLIvmApm4rxUplB7vxTVJIdwQoeXvCdKNhZ2ZpHy6j+a9WfZtCPdr/b6Oeet+CXVOMSkzTkwEFUNmMO9151EmWacDx2HQvLrtkOeBTFSF9v0yEYhjPvL6e8ybP24bwVaNbz0dc906tKkTJhZmgX6hF2q7JpoJFeg9+eSTXHXVVZimSVVVFatWrWLy5Mmj1p4rr7ySO+64g61bt3LHHXdw3XXXDXhblmmNq4nr/jlO0o05EjV9BwqW1f76R/mkwFmqMun8IEbSZN9zkTHRc6IVKfhnO2lemzik49fbMTdSFnrcxBFQRv3/ZLwZ6Hu99rEwUvu3vVW4+YAKUqF8v0wk4piPPHHMR153x9yyxPEXhtaECfRWrVrF5Zdfjq7rlJSU8OKLLzJr1qxRbZMsy6xcuZIrrriC/fv388tf/nJU21MoZE3CM0Wj9Z3Cz9wI4JmiEVrowjNZI9OiU/f3CGZ2bHxZBw53YaRMwh+khnS7etxE9Y2thCzj3VgoeSEIgiD0n4l5KFP6RlThtmximRBZN998800uvPBCMpkMgUCA559/niOOOGK0mwXA5ZdfzsKFCwG46667SCTGRnAzXCQFqs8JYpkWsZ2Fm6Wyg6RC5el+HH47BX/tY+ExE+QBaEWqPbR0iL+PLcNCmhDfLoIwfiluCVelilqgdboEQRCE3o37Hr13332X8847j0Qigdfr5ZlnnuHYY48d7WblSZLEypUrufTSS2lsbOT+++8f7SaNCskh4Z/tJHiECy2kUvdkGD1W+FeDvNOdKE6Zmr+1kYsWfns/yVlqFwofapYFjLMssMLw8c92opWoZFt09JSJJIGRtsg0i27IUSPDpE+HcJaomFmThtVx4mPg4psgTCSGZWEU6HDPQm3XRFPQgd6aNWvYsWNH/u+tW7fmb7/77rsHBUVXX311l7937tzJWWedRTgcBuAHP/gBwWCQDz74oMd9Tp48mVAoNNimH5KLL76YRYsWsXHjRpqbm0d034XAP8dJ2Yk+ZE0iuTdL3ZpIwScwkZ0SWrFKaIGb1P7cmAzytCIF1S3jrhiGJD6WJeI8oV/sXvFAt499fH8zxljP3DpGlS7zohUp1DweJnSEi6ozAtRlwiRrRd1XQRCEsaKgA73f/e53PPDAA90+9sQTT/DEE090ue+Tgd7rr79OY2Nj/u9vfvObfe7z97///UHbGW6SJHH77bdz/vnnj+h+R5OkgmeShn+OE/9sF9HtaVr+kUCPF37A5JvlpPwUH4pmD2eqXzW26sV1MLIWmVYdz2QNSRnaJB2WQT75hyD0xtLh4wea0YpVnKUqWkjBSFska7NdgzyJIc8WKmsSkkOytyuBIYo9A6B4ZIqO8pDclyVdn6O+PodWpOI/zCUCPUEoICLrptAXcSpWID796U+zdOlS1q1bN9pNGXaOoEL1OQG0kEouZlC/Kkpse+EPCZJdEkVHeShe5CG2PY2kSWgBhdiOwm97d4yEScOrMaZeUkTR0R5a30kO2bZzUQNvD7UPBeGTjJRFqi5HqpdSKtXnBFG9MjWPtQ0+sYwMk88P4a7q2ptd/3KU2Edj8/M8lCzTwtQtPNUaUy8vwsxaaMUK2YhI2SoIgjCWFHSgd//99w9qztrVV1894r1znU2fPv2QUuX+4x//GMbWjA5HSME7RUN2SkiKhOqT8c1wkosa7Hm4lWxrYZ84OIIK7moHnskOvNPswKX5HwkSezJMu7zYLv8whi9aZRp1WjcmKTrGQ6ZFx0ibpOsHP2w206oTOtKN7JQwM2P4AAmjQitS0Nt718ysRWihG+9UDQD/LCfRbYMMxky7Nw8gsSdDbGeGilP8uModItADzLTF7gdb8M10ooVUZIdEtk2n7d2hn88rCMLAmVgYBXoSInr0CkNBB3rC2KR4ZTAsSpZ6Cc53Y+oWZsbE1MFMm7RtSNL2frIg072rPhnPJAfuag33JAcOn10LLt2o07o+QWRrGtUtM/UzRYCdXXKsa30nQWCei+qzgwDUPTX4eTjJPXYA7J/lJPJheiiaKYxzikui8vQAnsl2QJeN6miBAz9RRspEcctUrAgQ3dY06P3VPhGm7EQf/tnO/EWc+MciyOtgpCwim8VnVxAEYSwTgZ4wZGRNovwkH/45LgDMrEnjazGi29IFW6RZ8XQEdg48kzS7yLdlZ/uL78iQrMuRqs9h5SxUv0zpEi/emfZJ4c7fN4+L3ipLh/CmFKVLvQC4qx2DDvQ65lj557hEoCf0KHSkm7LjfQfdH9mSIvpRmikXFuXvU9z2nNj9z0eGZN9m1qLh5RgtbydwlqhD1pstCIIwUsQcPaEvItATBk4Gd6UDV6UDV5mKu9qe79K4JoZlQHxXBrPAMuYpLgl3tQP3JA1PtQOtyP4IZFp1EnvaA7v9uS4BnCOkULTQTWCeCyNtEv84Q3xnZlwEeR3C7yfzgZ4kD026zNhHGSpPD6D65TFRKkMYeQ6/0uXvT86R2/6rJmRNQvXLmGkrP5xzKOkxEz2WHfLtCoIgCMJoE4GecMhkl0TJsV78c5woLhkjY5Jp0gm/nyKyJY2RLJyTelmTcFc5cE9y4KnWcJbab/lsWCdVl6NlfZJUnZ3dT9YkHEEF71QNR1BBCyk4yxxoQQUjbdK8LkFkc6ogh5wOlqVDeHOK0BFuwh8MzTyc+O4MZs7CP8dF24ahS/QijB9Nb8RpeiPe6zpm1iLbUqBDAgRBEEaRqKMn9EUEesIhcZWrVJ0VQFIlIpvTxHdmyLQUTuQjqdiBXbWGZ5IDZ6mKJEvkYgbJuixt7yVJ7sthZS08Uxx4JmuEjnDhCKmoHjm/HT1hkI0YJGuyNL2RJVWXLdjhp0Ml26ZjGdaA5x3KmkTlGQFcpSqKWya6LU384wyBOU4R6AmCIAiCIIwwEegJ/RaY56LsJB+ZJp39L0QLpudOUqFokRvPFA1XmYqkSOgJg2RdjsiHaZJ1WfSYieqX8U7TqDjVj6fagaRIZFp1si06yX0pcmGDbNggFzEwcxPvSpTikpEUCdkhYaR6fv2yJqF4JYqOclGyzIeRMknszeKdZifR0ON20ozAXBfNa+ME5rpwlqpkmgvngoAgCIIgjHVm+1KICrVdE40I9IS+yVB2vI/QAjeRzSka34gXzCdYUiUqVvhJGjKJPVmatsdJ1ubItdd7cpWrBA934Z3mxFmiYhkWyX05mt6Kk9iTFXPH2smaRPGxHtreTZKLfuKYSHYiDP8cJ0VHe1DdMoFAgHCrPZdPccs4y1Qim1NEP8qQixpoRQpVZwZwVTrQkyb+w5wi0BMEQRAEQRhBItATeqW4JPuEvcJBw+oY0S2FlUGx7DgPqleh9v4wmVYdrUghMNeFq1LFWazacwjbe5xa30mQrMlNyN66vpi6BRZY7TGeq0Kl6GgPrgoHiltCkiQswyK6LU2qNke6QmLfxlbMnAkSB81bzLYaRLemKT7WS2RrCv8cFy3rEuNyfqMgCIIgjAajgOvoFWq7JhoR6Ak9cpaqVJ0dQJIlav8eLrjU41qxgn+ei/AHSfSESeXpfvyz7cyYybosbe+nSO3Lkm7Qx3RR8xFhQuuGJCWLvQTmOlG9CplWncjmFHrCxEiZpJt0jKSJJEu40DGzVj4w7E5qfw7ZIZFu0AnNlwgtcIuCy4IgCIIgCCNEBHpCt/xznJSf4ifborPvhSjGMKQ1H6zSZV47ycrHJsWL3XimajS8EiW6PVMwQ0vHktb1STKNOu5qB5k2ncSe7KDKY6QbdfSEgatcJbI1TdFRHsKb01iiR1UQBEEQBGHYiUBP6EJ2SZQs8RI6wk10a5rG12MFmW3SXe3AO81J/YtRXJYX7zQnsY8yRLdl+n6y0KPE3iyJvVmqzwlQuSIAQOPrMSJb0ocePFsQ25khMNdF7RNhAvNchBa6RQZOQRAEQRgChmUvhahQ2zXRyH2vIkwEsiZRvNjDjM8V45/jpPH1GA2vFmaQB1C63Eu6IUd8VxZkcAQUMk250W7WuNH8j0T+dvlJfuZ8qQzfbCccYi31ZG0OxSmDBNEPUxQd5UbxDv5rx1muUnqcl4oVflyVjkFvTxAEQRAEYbwRPXoTnKRCaIGboqM9SIpEeHOKto1JzEzhXorxzXLiKndQ+0TYvqOjp0k+xChE6FG21WD7r5qYc0NZ/r6q0wOYKyyStVkCfg9pKYFvlhPFLdP0VpxM48FzOLMtOqZu4Z/tovWdJN4ZTqrPClD7RLjbiwiqV8ZV5bCLZLfp6HGzy/xKR1Ch+BgPgbkucnEDK2fhPyxozx+VwEiaRD9Kk9ibFcN3BUEQhHFNlFcQ+iICvQnMO02j/BQ/ilMisiVN64ZkwdTG65EMJUu9xHdnSO3PIbUHd3rKRPWJDuqhtvevbbjKVdzVDvyzXciKhCRLaEUKlWcE0FMmkgyTzw8R/iBFS6eeQAA9YRJ+P0nRUR5a1iXY/1yUyReFqDozQP3LsfwFBcUtUfGpAN4pWpfnm7pFLmpgpk0kh4SrzIGRNml4NUZ0axokCB7uwl3lwDJAK1KoPjuInjBI7M0S/ShDer/o6RUEQRAEYeIRgd4E5T/MScWpfrv23JvxMVNPLjjfjcMvs/+5rgFFuiGHWwzhGzLuagfBI9zEtqWJfGgvnkkailum5R8JclsUouEombCeD66KF3mwdIu295L5MgqyJuEstYMzLMg06+x/IUrlp/xMu7yItvdSWIZF8bFesCzqV0VJ1mSRVAktpOAIqWhBBVmzA/q2jUkSe7IHegMt8u3roJUoBA93E1rgxjfdyf4Xo6T2iWBPEARBGF9MJIxDnVMxQswCbddEIwK9CSi4wE35iT4iW1I0vhYfM6UHOop6R7elybZ1HfeX3p+jeLHXnnU6NmLWglZ2vA9nqYp/lpOG1TGKjnSjuO0eU980DdogGzbAhGyLwe6HWilZ6qXoGA/e6Ro1fwvjqlCpOjuIrED9S7H8tpN7s+x5uI3yk32ULPUiqxKxnRma3oh36lG27GGbtYceoGVbDJrWxGlZn6DqzACTLwiRbsyRadYxUnbPoKxKB/5VJWSHhGVaJHZnCW9KjZnPhCAIgiAIQk9EoDeBeKZqlC714ixVaXsvSfNbib6fVECKjnYjqxIt6w/O2piq15EdEs5Stdu5YsKhqXsqzMyrSwGoOMUPQLZNRytS0VMm2iefYELL2gSJ3RmmXFTElItDqD67WP3epyIHDQk2kib7n4sCdgBvZoc+sjLTFnVPRvDNduKdquEqdyA7JcychaVbmLqFlbMwsxZG0kR2SJQu9+KucrD/xai4YCAIgiAUNNOyl0JUqO2aaESgN0F4pmpUnxMgVZej9u9hUnVjayib4pUJLfQQ3pTstqZfpkXHzFm4Kx0i0BsCnva5cnv/1oZvhkYuZhLdkkZxS5gZKJ3u6fZ56Xqdfc9GCMxzoSdMmtfG+5z3ORxBXmfxHRniO/pXdsMzVaP6rAAVK/w0vBwTPXuCIAiCIIxZItCbAIoWuSle5CG5N8u+Z6Oj3ZwBKVncPv/r3VT3K5iQbszhrnIQfr+HdYR+cQQVyk7wEf84Q6ZJJ9N0IHA2UlY+AU5PEnuyJPZkh7uZwyK5N0v9qiiVpwdw+BWa1sTJNIsLB4IgCELhMQp4jl6htmuiEYHeOOeudlC6zEdka4rmN8bWUM0OWpFCYK6L5rcSvfb+JGuyFC/2orgljJToiukPR0DGWaKipy3MjEnwcBeBw93ocYOG1bG+NzAOxT/OUvtEmPJT/Ey9rKi9XmMGSZZI1GZFj7EgCIIgCGOCCPTGMe90jbITfaQbcjS+Gh/t5gxYyTIvuZhJeHPvPXWRD9MULfJQtMhD85tjM6gdMTIUHeWmeLEXWTlw1c1Im7RtTBLelBr2IZWFLN2gs/cRe9iqf46L4mO9yA6JkqVeO4nR6rH7eRIEQRC6IdlL5Wl+FKdM/cuxgi85JXr0hL6IQG8ckjWJ8lP8+Gc5SdRkaXx17PbMuKoc+RT5fSXHMLMW4fdTFC3y0PZuquC/oEeDpGKXHjjSjeqVaXsvRfi9JLJLRvXKpBt1rNzEDfC6sOzevfjH9jBUSbYz1pYd7yO1L0dse//m/QmCIAiFSfXLeKdpeCZreKdqmDkLxWlnmHaVqiT2js1pCILQQQR644Qk0153TKFksRfVJ7P/+QjxXWP7S6p0uZd0Y474zv6dVIc3pQgd6aboaPeE7tWTNQn/HKddu67FHmroneYkON+FrEnEtmdoezeZL1NhpA1yYaO3TU54lgnh91M4y1QqTwvgmZymZX1izNSgFARBEGzOEpXS47x4JmuYhkW2Wad1QxJXmUqiJkf5iT4sq/AvepqWhGkVZs9ZobZrohGB3jgx4wslOF1OALIRg9onwmRbx/aJu2+mhrvCQe2T4X4/R/Tq2WZ9sfSg+4yMSeyjNG3vpewadcKANKyKkdqXo2SJF/9sJ5Gtado2JNG7yQYrCIIgFBbPFI2qswLkIgb1q6LEd2WwOqZey1B8tJ1VWvxOCuOBCPTGiaY34xBLkQ3r4yMRiWzPzUvszZDad2ilIDp69YoXuWkaowloeiWDs0gl06rn0/9LCqg+BYdfRvUp+VUbXo2RbsohKZKdPXMcvDUKQXRLmtj2NKEFboqO8hA4zEXz2jiRzenRbpogCILQDdkhUbLMS2iBm/juDPUvRrE6XQ8vXuzBO03DVeYgGzHyI14K2USao3fTTTfxn//5n/m/X3nlFU499dRBb/fPf/4zv//973n//fdpa2ujsrKSk046ia9+9assX7580NsfbSLQGydi2zKokmO0mzFkgoe7cAQU9j9/6OUgzKxF23spio/x0Ppuqtu6e2ON7JLwVDvwTNLwTtdQvQp6ysTMmMiajOqR8+t2DDdpWZ8gulUEHsPF0qHt3RSRzWlKlnkpP8mPw6/QvHYcXlwQBEEYwzxTNcpP9qE4ZRrXxOyLch0XPiUoWeqleJEHI20S2ZyidUNyVNsrdPXee+/xk5/8ZEi3mU6n+cxnPsNTTz3V5f49e/awZ88e/vSnP7Fy5UpuvvnmId3vSBOBnlBwJIdE8WIvsW2ZAQ8/jWxKUXSkm5JjPTS+NvYyJEoquKs1PJPs4M5Zan9Us2Gd2McZknvtmoGSDGbOIhcz0OOm/W/C7DNxjTB0zJxF05o4uahhJ2rZnztQR1BG/F8IgiCMotITvBQt9JDYm6XxtTB63ET1yrgqHZg5i5IlHpylKi3rE7SuH1sBnoGMgdz3iqNgqPpDTdPkX/7lX9B1nfLychobG4dku9dee20+yFuxYgU33ngj1dXVbNq0iTvuuIOdO3dyyy23UFVVxXXXXTck+xwNItATCk7RUW5kh0TL2wPvGTFzFi1vJyg/yU98d5bkGMmcpRUrlCz14p2iISkSubhBqi5H2/tJUnW5LvPAkjVj4zVNFOFNKbxTNarPCZJuzJFuyBFa6KF5bZy2d3svDSIIgiAMLdUrE5jromihh8Y1cSIfpFB9MuUn+QjMcyG1lxbKtOrUPBq2pzcIBefnP/85b7/9NvPmzePiiy/mzjvvHPQ2V69ezZ/+9CcAzj//fB577DEUxZ72smTJEi644AKOPfZY9u7dy0033cRll11GKBQa9H5Hgwj0hFGluCVUr4KZNclFTRSPTNFRHsKbUoNObhHZnMY7VaNihZ+9D7cW9NxFxStTsthDYK6LXNSg6c04ydocuUjhzxEQ2llQ93QE7xSN4AI3oYX2hP6SJV7C76ewRM+eIBwySYaqswM4gip7Hmod7eYIY4TslJj6T0Uomkx8V4ZkTZZJ5wdxVzowsvaF4OhHGWRNIhc1xuzIC6uAs25aQ9Cumpqa/NDJX/7yl7z66quD3ibAj370IwAUReF///d/80Feh9LSUu6++24++9nP0tbWxr333su//du/Dcm+R5oI9ISRI9lp/2WHhGeyhv8wJ55qLf+wnjJRXBJG0i7aPRQaXokx9fJiKj4VYN/TkSHZ5lCSHRJFR7sJHenB1C2a3ogT2ZIesz86E54Fib1ZEnuzOIIKZSf60EKKCPIEYYDKT/bjnWpnlK5Y4afx9diBDImC0APZIaFo9pBG3wwnnskaetyg6Y040Y/S+feQMbZGak44X/nKV4jH43zhC1/g1FNPHZJALx6Ps2rVKgDOOOMMJk+e3O16l1xyCYFAgGg0yqOPPioCPUHoieqXKT/Zj6fakR8qYZkWyboc9S9HybYYKB4Zd5WKmYPE7gxmdmh634y0RcPLUSZ9OkTxYk/hjL+X7YQzxYu9yA6J8PtJ2jamMEWx8nEjFzFI78/hrnQga9KQvacFYbxTvBL+wzTcVRqBuS7qV0WRVImKU/yk6nNEt4gkU0Lv9LjJvuciBOa68M1wktidofH1+Lj7Hh7PWTcffvhhnnrqKYqLi7tk2xysdevWkcnYtZlPOeWUHtfTNI3ly5fzwgsvsG7dOnK5HA7H2Et6KAI9YdiVn+zHWazQ9FYcPWFi6RaZFqNrjbuW4ZtzlqzN0fyPBKXLvMiaRMvbSaxRDKi8MzRKl3lxBBVi2zK0vJ0QNdjGqci2NKGj3ZQd76Ph1dhoN0cQCp4jqFB1RpB4UsZImTSsjhHbbp+U+WY48c9yikBP6JfE7iyJ3WIu+1gUDoe58cYbAbj77rspKysbsm1v2bIlf3vevHm9rjtv3jxeeOEFdF1n+/btzJ8/f8jaMVJEoCcMO61IIfpRhsgHo/fj3LYxiaVblCz14p/tonV9wh4iOULxnuKS8M9x4Z/rxFXqILE3y/4XomO+qL3QOyNh0vxGnIoVAeK7M+KkQ5gwgke4UL0KSOCboaF6ZDJtBvUvRnstRO2d6kBWJT6+vwUj3XW9+K4M5Sf5UL2yuDgmCIBhyRhWgWbdHMT51U033UR9fT3HH38811577dA1CnveX4eehm12mDJlSpfniUBPED6heIkHh08hUQBZL8ObUsQ/zlCy1Ev5yX6CC9w0r00Ma0ZOSYHiY70UHe2252/tyVL7VphU3aEVgRfGrui2DN7pGcpP9rO7rnVUe5MFYbgoLrsYteKWUb0yzlI1P0wuviNDLmZQdLSHoqM9NK3pvuSNd7pG8VIviZruh+/HdmQoP9GHd7pm10ETBKHgRaNd6yE7nU6cTmeP669Zs4bf/e53qKrKr371KyRpaIemxmIHRtf4fL5e1/V6vfnb8fjYK9UFItAThpFvtpOSY700r42T3l8YgY1lWCT2ZIjvyhBa6GbSuUESNVkaX40N7RViyT5pKV3uw+GTad2QJLwphZkRJ/kTUdMbcaZ9tpjQQjdtohCvMA4VHeMhcJiLRE2WXNigeW2C1L727/32rz3PVA0tpPRYXzJ0pJtMs050U/efEStnkarPEZjnEoGeIAAmEmaB1tEz2z/4nXvFAG699VZWrlzZ7XOy2Sxf+tKXsCyLb37zmyxcuHDI25VOH/ju0DStlzXpEpCmUmOzTJII9IRhU3Ksh/iuTMHUEHMEFarPDaAF7bd9Lm4Q3ZbGXe1g8sUhav7ahpEeXCCmeGQC81wED3fh8Ns9mfuejZALiyGaE5keN4l8mKLoKDeRD1LjLiGAIDiLVRI1WfY/F+1xnfjHGcpP9DPzCyVEtqRpXZ/omkHTBD1tgtnziWvL2wmmXFSEf44zP3dPEITCVVNTQyAQyP/dW2/eHXfcwZYtW5g6dSq33nrrsLTH5XLlb2ezvY/o6kjaAuB2u4elPcNNBHrCsHBXO9CKVBpfL5yubt8MDS2o0vJ2gkyLTmiBm8BcF5EtKYKHu/HPcRHeNICgVAZPtYPgfDfe6RqWAbEdaSJb0mQaRR5wwda2IUlwnpuio920rBO9esL44QjIuKsdPQ7J7BD5IE1qfw7/LBehI934ZzqJ7cjYdcwscFU6CL+fRO7l1CRdrxPfZQ/Bj+3IjNg8a0EQBiYQCHQJ9HqydevWfDH0X/ziF12GTQ4lv9+fv93XcMxEIpG/3dcwz0IlAj1hWASPcJFp1Q8M3SkA4U0p3NUaxcd4qF8VJbotjWeyRuAwF8m6LMl93V/ZcVWqeKc70YIKqkcGCZBAkiQkh4TDLyPJEplmnaY34sS2D115CGH8MFIW4Q9ShBZ6CL+fGnTvsTA+KW4JR1DFP9uJ4pRIN+nEPkoX9Pul+FgvkiwR/ajv4ZRmxqJlXYLotjTFiz0E5jpRPDKSJJGszdK2MUXJFFe3z5U1Cd8sJ1qxisOvoBUpIqGVMKGNp/IKP/nJT8hms8ycOZNkMsmf//zng9b54IMP8rdffvll6uvrATj//PP7HRh2TsBSW1vL4sWLe1y3c+KWTw5BHStEoCcMOdUn45vupOmtRN8rjyDLgH3PRahc4afiUwH2/LmV3Q+15q8mf5KkwqxrSpEUCT1hkGkxyLTqdvHr9vVN3SIXMcg062SaRO+d0Lu2d5ME57soOsZD85uF9fkQRl/xsR6Kj/UgyRK5uEEualAy00vpMi/J2ixGyiIb1gtmOHwH9yS7ttT0z5WQrMlipE2MjEWyNoseNzFS9oS8kqVeihd5iO1M0/xWgoZV7UkRZJBVu9akJHd/cihrEpMvCuEstk9bMs06lojxBGHc6Bgm+fHHH/PZz362z/W///3v52/v2rWr34Fe58yZW7du7XXdjsdVVWX27Nn92n6hEYGeMKQkBSpPC6CnTGL9uLo74kxo25TCP8eF6pVJN/QcnFkGJPZm8c1wEvkwTeuGpBgmJBw6GUIL7WHClm5hpEwCc120/CMhTlSFPN8sJyVLvLSsT5DYlSXTqoMFslPCP8eJb7qTwDx7bkt0WxojVThfRjV/a8NZouKepOGZ5EB2qKg+hdKl9omXZVhYlv37kKzL4q7SmHaFk+Y340Q+TINJ76MgZJh0fhDVK5PYkyHTatDyD3GhRBAKu7xC4XxHdbZkyRI0TSObzbJ69Wr+4z/+o9v1stksa9eu7fKcsUgEesKQUb0yFaf5cZaq1D0VLtjhiw6f/aWYjfRxlm3B/uejFB/joWSpl5Il9knL3kfayLSI3juhf0oWeyk+xnPQ/Z7JGok9o192RCgMnkkOTMNCcUo4y1WyER1Lt4c6Rj5IE/kgjXuSg8nnh3BXOYh/XDjvHSNlkazNkazN0dJ+n6TaCbAcXgXVJyOpEsm6LNkWA0mFsuN9lJ/sJ9Osk+5jLnPgMBeuMgd7/9YmRk4Iwjh1//33c//99/e6zsqVK7ntttsAeOWVVzj11FMPeT9+v5/TTjuNZ599lpdeeona2tpu6+k9+uij+dIQF1988SHvp1AU5mUAYczxzXIy9fIitKBC3dPhXnvKRltHgOcs6t91jtYNSepfPpBJTk+Kbhih/2Lb00Q/SpNp0bsUgK46K2DXVxQEoGVdgvT+HIF5bspP8jHj8yVUnRmg/BQf5af4mHNDGZPPDwFgFu7Xa56lQ7bFILE3S+TDNOH3U2RbjPxjja/HybToVHzKT/nJPtxV9vBPV6WDoqPdTDo/QNXZAUqWeSk+1kNsZ0YEeYLwCXZ5hcJdRsP9999v51CQpB7LOHzrW98CQNd1vvrVr2IYXc/rmpub+fd//3cAQqEQ11133bC2eTiJHj1h0HyznFSdESC2I03ja/GC7cnrkG01MDImnikOUv2s7xec7ybTqlP/UrSghkwJhS/bZtDwcvtcJMnu+VY9MmUn+ihe4iW8KSWGcAoYaYu6pyKAPc85ON+Fq9yB4lHpXC94//MRknsLpzdvwCxoWB2jZImX4Hw3wflucnEDh0/BrTqIbjWRNclOSuOSaV0vhmoKgjA0PvWpT3HFFVfw5z//mSeffJIzzjiDb3zjG1RXV7Np0yZ++MMfsnfvXgDuuusuioqKRrnFAycCPWFQHCGFik/5iW5L0/BKbLSb0z8WxHdk7HlSb/dv3p0kQy5iiAxvwoA5ggqTzgviCCj5+5rXiXl6wsH0uDkhSnBkGnX2PR1h0qeD9lDmXVniH2fwuQ2ad8exTHFRTeie7JBQfbJ94cyroHhljKRJuimX7zmeCExkjAIdnGcWeFKD++67j2g0yjPPPMMrr7zCK6+80uVxWZa5+eabuf7660ephUNDBHrCoJQs8WIkTRpXj5Egr134wxTBI9z4Z/ev6G7kwzQVp/pRvTJ6wuxzfUH4pMBcF5JDYt+zESzTIhczyYUnzgmJMLEF5rnwTtfIRQ30uEn4/QOZQ+tX2UPjjZSdddM3fZQaKRQeGVxldnIfR0DBN13DUaSgaAeCG8uyMNL2/FZJlqh7KkyytnBKOwmFye128/TTT/OnP/2J+++/n/fee49wOExFRQUnnXQSX/va1zjuuONGu5mDJgI9YcC0YgX/LCf1r0TtkgNjSLbFIP6xXXQ3viuD1T71o+rMAL6ZToy0ieSQwAI9YZJptH80VL8iAj1hQBS3hB4zRAIWYcJxhBQqTvV3uS+2I4ORtL9LOw+H907TKF7qQZqUJbIlTaZZzMsbjxwBmeAR7nwpET1uYhmdeoAskFSJ4kUenKX2qaqRMUntyxH7OIMeN9ETBnrCtH+TTag83Y+7ykGqgHMEDLWJlnVz5cqVPc6763D11Vdz9dVX93ubn/vc5/jc5z43uIYVMBHoCQMWOMxll1HoR49YIWpeG2fqZ4opP8mfH3aquOzJMOnGHIk9WSRZwhFU8M92km3TSTeIq4TCwOgJE990pe8VBWGcMVImqYYc7goHlmkRfj+VD/I6U72yfbLucZDVnASPsOdGN70RJ1UnvnvHMlmTcJaqpBtzyJrMpAtCyIqEnjLx+5xdeug6y7bp1DweJtuq9zr/31Wp4p/tsi885wp7yKAgjCQR6AkDI4F/jpP4jgyM0Q6uXNSk8fUYlZ8KoCcMWtYlqX0ywuQLgrjKHbS+k8xnD21+Kw4Soo6eMGDpRh1lsYzql9FjY/RDIwgDYGYsah8Lo7jsoug9jgCRABnMnEW6IUdqXw7fTCfVZwfZ9YeWgk/0dSgkBTxTNDyT7eGskQ9T+ZEl44Xql3EWq0gOiarTA10ey8UN9jzSlg/4ZYdk54GXOJCrUbKTFPX5uytD2Qk+0o05YtvG5oXngTKRMcUcPaEXA3p3NDQ08OSTT/Ld736X008/nWAw2Gcq094899xzXHLJJUyePBmn08nkyZO55JJLeO655wbSvINMnz49377elunTp/e5rT/+8Y8cffTRuFwupkyZwre+9a18nY3uXH311V320Z/X1LHuoXQ9jzR3lQPVqxDbUYBF0Q9B7KMMTW/FKT7GS9VZARxBhX3PRcmGDSo+deCHyTIYdz/CwsjqGP7rrnSMcksEYXQY6V6CPOwkNPufiZJp1vHNcOKudpCqzyE7JByhUe4Nl+3ATNYGkTJeBs9UjYoVfmZcVUL12UG8UzVKl3mZ9cVSpl9ZzKRPB6k+N0jV2QGqzgpQebqfkqUefLOcaEXK8BTFksBVoSJr9ggWZ6lK6XIvUy8rYs4NZfhm9l0oWvHKVJ7hZ9YXS5j++WJm/HMxM64sofqc4EFBXtMbcWofC3fp1TVzFmbGwkzb8+2MtGUP6e1HrFB+kg+tWKXx9fghv3RBGO8G1KNXWVk5JDu3LIsbbriB3/zmN13ur6ur47HHHuOxxx7jS1/6Er/61a+QpNGpx9HZ7bffzq233pr/u7a2lv/6r//i5Zdf5vXXX8fr9fa5jVtuuYWzzz57OJs5IvxznOSiRkHXy+uv8HspchGDshN9TLu8iOa1CWLb05Sd6BvtpgnjiJG2SDfaPRRjdbizIAy3ZF2O1vVJjKI0RUd78M2QiGxNkWkvqq54ZVyl6ojOddVKFCpXBHCWqsS2p2l5O0HxYjsRmaSA4pKRnTJ60iC5N0tiTzafTddZquKb7cRZouIqU1FcMtk2nfCmFLEdGXJhA9Uv45ms2QXmfTJIEpJsZ3uWNTl/YRXANCxybQaZVp1sq04uapCLmOSiBmY/hiy6qhxoQcXuOZNAcct4Z2iUz/TjOurA8y3DQlLs8y65h2GVHfyznZSd5MPSLdreTUF729MNOulmHQw7cMt31Q1hR0/wCBfBw93UvxKdkHUWDUvCsEb//Lg7hdquiWbQQzdnzpzJ5MmTee211w75ud/73vfyQd6iRYu46aabmDVrFjt37uRHP/oRGzdu5De/+Q1lZWX84Ac/GGxTufDCC3vdjqb1fNXqww8/5LbbbsPlcuV7Mvfu3cstt9zCxo0b+f73v89dd93VZxvefvttnnzySS644IIBvYZCIMngm+kk8kGq75XHiMTuLKl9bcz4QgmqT0ZSJbJtIiOiMLRi2zOULvciOyXMjBjWIgg9aduYonVje4mJTr2AJYs9BA930/BKjOi2wY8ocVU58M90km7MEd9lT0WwTFA8MmbGpOhoD8XHeMiGDaIfpQkc5sI/xwXYww/NrIWRMjGzFq5SB8F5boysSbbVQHHLaEEFPWmSbsgR/iBF/OPMQWV69JhJdEvvr0V2SjiLVbRiBWeJilas4p2moTgPBGF6ykSPGuhJO7GJZYCZNUnU5NATBiVLvPimOwHypSuMjEWmKUfrxgThxjiqTybdpOOdquGf7WLXgy29DjX3THFQeXqAbERn/3NRclGj55IxQ/iV5yxXqT4rgOpVaHsvOeGGbApCfw0o0LvllltYtmwZy5Yto6SkhFdffZUVK1Yc0jZ27NjBj370IwAWL17Ma6+9htvtBmDJkiVccMEFnHLKKaxfv567776ba665hlmzZg2kuXmhUIgFCxYM6LmPPPIIpmnyox/9iK9//esALF++nBNOOIHDDjuMhx9+uM9Ar7S0lObmZm655RbOP//8guilHAhP+49LdJz1SjhLVWRFIvpRmtKlXvS4mEclDK3YjjSlx3nxzXT2eWInCGOdI6jgrnQMPCDr5iu4Y+hz2ck+FLdEZGsaM31oEYRWpKB47CCsZKkXxSUD9vmHZVh2j5QkYVn20MHWDUlaNyTBhPAHKVSXTKoh1+3FGkdIwTdDQwvZiUeaanMka7KDDnLMjEVqf47U/q5JaWSXhCOgoAUU1ICCIyCjumVkh4wkg+J1EFroAUBPGOx7LkJid9feUEmWKJ2uEt6dRvFKlCz14p/tan9O77+D6UYdI22iBVWm/VMxlmWRbTWIbk0T2ZoetsQoZcf5MHMW+56JkKiZuJmMjQKuo2eIOXoFYUCB3m233TboHf/kJz9B1+1u9l/84hf5IK+Dx+PhF7/4Bccddxy6rvPTn/6UX/ziF4Pe70DV1dUBHBTQTpo0iXnz5vHBBx/0uY2bbrqJm266iffee49HH32USy+9dFjaOqxku3Zean9u3NUA80xyYLZfiU3W5Shd7kUrUSZU8VVheBkpi2RdjsBclwj0RpAjIOOd4QQTEnuz5CLiMz0Sio/xEJjrQvHKRD5MdRuQyZqEb5YT1S0T2ZLC7OH6oeqXCR3hRitSqX0yjG+GRskSL6XLfWRaddL1dhCUqs/12APlnaZRepwXLdT11KdhdQxPtQN3tYPYjgzuKge5iEGm1SCxp2sPXKZRp7dLnLmwQdvGkRvtYqYtMmk9P7S1O85yFdkhkW7IHTTXXNYk3FUaRUe7kadm8R/mwjIgvDlFal+uz2RrZsZi959a0YoUZKeM6pHxTHJQutxL8WIPre8kCW9KDW0iMxlc5SpNb8ZJ7J24QZ4g9MeoZN20LIsnnngCgHnz5rF8+fJu11u+fDlz585l27ZtPP744/z85z8ftV6w8vJyAFavXt2lV7C+vp5t27b1a97iV7/6Vf7rv/6LhoYGbr31Vi6++GJkuTCvxPSk6GgPWkhh71/bRrspQ0r1yoSO9hDfmQHLvmobnO+i+uwgux9qHbOZRYXCE96UYtK5QbzTNFFTrxuSQ0LRJOQui5y/rbT/LTkAyx5mh2n/rlhGe2mUXQeOq2eyg6qzgu0bh9LjvMR2ZGhdnyAXFR/s4RI43IX/MHuYYOlSL6VLveTidv3S8HspLMMidKSb4BFuO+OiBUWLPBhpk2BRAF/E3k6mWcdV7kBxy1iGRfO6BKl9dkbO1g1JPJM13FUOXJUOgvPtC8ZmziIXM9DjBrmYiZE07blyM5wk9mZpWRfBWe4gujUNpkUu2vfQybHEO02jeIkHh09B1uwi4qZu2ccj2n48ylQcAcU+9oBbdZBxOmh5O0F406FlADWzVpf5+tGtadS1CYoWeSg73kdgrovaJ8JDljVVdkhIioTeTYmOica0ZMwCraNnDkMdPeHQjUqgt2vXrnwP2SmnnNLruqeccgrbtm2jtraW3bt3M2PGjJFo4kEuuugifvjDH/L//t//IxqNsmLFCmpra7n11ltJJBLccMMNfW7D4/HwH//xH3zzm99k8+bN/OUvf+Gzn/3sCLR+aHinaZQs9tD2bvKgOQZjnZExkSBfnFd2SKhe+0dQCypivp4wZJJ7syRrs5Qu99pDjsbpuYpWpOCd7sQRaD8JscCyANOy/5XsJBaqW0bpWFz2SWl3LMvCzHZaclY+oYQk26nZ5fYCy2bWJNNqn+h7pzlJ7cuy/8UomHYAUnyMB//sYlL1OdL1Oqn6HKnabK8ZIYVD45/tJNtqsPevbTj8Ms4yB65ylcBcF6GFbvv9YEBkc4q291MoTgn/bKf9vih3Ea1PgyzhrrKHfib35Uh/YrikkbKIbc/kkxvJTgl3pcNOauKXUX0K7goHikfGSJvUr4rm141/PD4vsrjKVarODJDan6NtRxIjY39WFJeMIyDj8CtoxQrpphzRren2ouMWfq9B8+5wfu7eYOkJk6Y1cSzDougojz1cfevQBNNWzsIyLVRPYQY4glBIRiXQ27JlS/72vHnzel238+NbtmwZVKD32muvceSRR7Jz504sy6KiooKlS5fy2c9+lgsvvLDX3sLFixdz44038rOf/YzvfOc7XR5bsGABt9xyS7/acMMNN/DjH/+Yuro6brvtNi6//HIUpfCLKDvLVCpPD5DYnaVlXXK0mzPkVI9sXyFsn48w6dNBLMOi9pmICPKEIdf0VpyplxURnO8i8sE46UmQwDddwz1Jw13pwFmqYmRMchEDy7STONERlLV/1RppEyNlkg0bGCn7tpHpCORMO91658CuH1zlKq4qB85iu8ciujVN8z/i+R6KyOY00a1p/Ie58EzWCMyzA790o53tMZcwyIV7SSgh9Ev84wzlJ/nxTtdI7MqSi2aI78zQuj5pp+uXJeIfZzAzFqpPpugoD5kWncTuLC4zR2xnlmzboWVRNDPWhO4ll1So+JSfdLNO3TORfl9EkmQJf99JwwekeW0CZ6lKyVIvsR3pISlTZJmQ2pfDO91JZPM4+f4cIDFHT+jLqAR6NTU1+duTJ0/udd0pU6Z0+7yB2LVrV5e/d+/eze7du3n44Yc54YQT+Mtf/sKkSZN6fP5Pf/pT5s6dy//8z/+wfft2SkpK+MxnPsPtt99OIBDo8XmduVwuvvOd7/DVr36Vbdu28eCDD3LVVVcN6nUNN9UvU31OkEyLTv2qnmsGjgeWYSGp4Cpz0PBK7KCJ74IwFLItdrKCkiVeEnuyY76Aune6RslSL85ilWybTrpRp+WdBMk9I99Llm60998by4DolnR+uJ6rXKXyjADV59pDPM2cxa7/axHB3iBENqdxVzmo/FSA3Q+2YKQtFLdE8bFeXBUqZs7CM1nDzJr4pjtR3PbJatkJEAgE8CyGdEOOlneSZFt1LN2uwTduiqbL9pQBh1/B4VdQ/fbFxo6LH+kG/ZDnkpYu86F6FfY921Y4IwUsaHwtzvTPFuOZNHTD1eO7MpQd70PWpPHznhCEYTAqgV4sFsvf9vl6r1XWuTZdPD6wYpiapnHBBRdw5plnsmDBAoLBIOFwmLfeeotf/vKX1NTU8MYbb3DGGWfw1ltvEQwGe9zWl7/8Zb785S8PqB0drrvuOu6++2727t3L7bffzuc+9zlUdVT+K/qldLkPy7DY/1xk3J74BOa6MHMWqX05LMPOTuaf4yT2cWbYsoYJE1vzWwnc1RrVZwWpebxtSK50D4pk92wrXjuhguqVUb1K+78yyPaQKVO3L4h0DAVTfQqyKpGszVLzalufQVYhsgxo25jEM0XDN8OJnjQxc1aPw0iF/ml8Pc7MWU68M5zIDoniYz1g2SfpkirZ7yG/SmJvFkmVwLSI78ySKLKItsUoOsbNpHO7/h7rCYPYTnueX18ZIUeb7JRwlqio/q4BncNvf6463l+WZaEnTCwDFJeUL5mQixkka7PkYiZa0J5vl9idJVWfQwspOMtVjKRJdGsazxSN0EI3jWviBZdsKBcxyMUNXJWOIQv0EnuzlJ8k4ap0kJzACVlMCrdeXWF/OieOUYku0ukDXe291a4DcDqd+dup1MAyWa1bt45QKHTQ/aeeeipf+9rXuOyyy3jhhRfYsmULt912G//93/89oP30l6ZpfO973+NLX/oSO3fu5P777+e6664b1n0OlKxJeKdptKxL2AVPxyMZggvcRDan8lcG61fFqD4nyLTLi2hcHSNZK3r2hKFlZi32Px9hysVFVJ8bZP9z0RG5Mt1RnNlTbc9lsos9S13qcYFdmNlImOhJ0z4JNS1ktT05imrPeUrssU9CM025LskYxpqSpR6805zkYgYt7yRo2zj+hqePBjNjF8oOzHXlyyw0vRnvtYakJEu4ZZPE3izx3Rm0IsWubarYCTjy8/yOcBP9KE3zW4mC69GRVJh0bhB3ddfzGzsjqEG6XreTxcTsZDF6zOjS8y2p4K7W8Ex24KnW8E2X8zX7Klb48+vpCQPFJVO6zIvkkIjtzBRsfVszayEN4SwV1WdvTHUXZpAjCIViVAI9l8uVv53N9n4lJpM5kMj4kyUY+qu7IK+D3+/n4YcfZtasWbS0tPCb3/yGu+66q88AdLCuueYa7rrrLj7++GN+8IMfcNVVVw1qn5IsDUtG0sBhTiQF4juzBXl1237dDKptWkhBccok9uby20nX6+x9pI3yU3xM+nSI5rfihDdN7LkAHYbimAu2XNhk3zMRqs4KMPniEK3rkj0maOnXcZfBGbJ7EBSXhOKSkF0yitP+t2PemmVapJt1si06RtrCSNvz4fSUhZ4wMBL2XLlDMZbfD5IqEd+dof6FjtEmEpIs3utDIfphiuJjveRiRntyjt6P5yePeS5ikosc+EAkdmVpfSdF8HAnRcd48EzWaNuQJBc1kRQJM2eRbswNbTr/QzTlkhDOYvv0KlWfIxc1CBzmou2dJMm6HJLKJ3rw7fdbngmp2hyp2hwtdL3ooPpkHAGFXNRAj5s4Agq+GQ6MjEV0a2ZA79WReJ/LDgn6+L/vL0dAYfKngyT3ZUnszo3Jz2dPx1yypEPqCjORMQt0jl6htmuiGZVAz+8/cEWqr+GYiUQif7uvYZ4DFQwGueKKK7jnnntIJBKsX7+e448/flj21UFVVW655Rauvvpq9uzZw7333juoIaEl00I45KENTrUShfKT/CRrMhRV9DycdTRJskSo2g+SNOBsYY6ATCAQoHgSZF1dh7xkN4PPpTH9tCpqY+EhaPHYNxTHXOgqtUGiZEmAss8UY2RNe7iwRD5pCZKEpZs4ci4c6xWyUQN3lQOtWCUX1TFSFoHDnDjLHMjqgRMHI2vaiUwydnITPW6S3quTadIxczKgIXHgh0BTgED7MoF4ZDe+I5yoEVeXnknxXh8CLRB7w8TKSFQtLMVV6UB2SBgZk0yjTvYT9Vj7fcxjkFwPRUd5KTm/qMtDzW/HSe4Z+VEYskti8qdD+b/rngljJGVAxnukj8oFKtkpBmXH+Yh8lCY6mEQipe0LQAQUoHS6Z0CbGu73uaRKlEwKYe2LI0139v2EPrgqVIJFfuJvhSmeFBp8A0dBT8c8Z2ZhVy9PFIRDNCqBXucELLW1tb2u2zkBS+fELENt/vz5+dsdpR+G2+c//3nuuOMOPvroI374wx9yzTXXdOntPBQte8KokmPI2qb6ZKacEqJxZwv7n42O/vyhHkiyBJZF856Bp4V2+GW8UYm2fZFuk6/ogRRFfg/Nu8dX7cCBGopjLhys/oMWtGIF3zSN/IVQy14s7CFKVYvK8CwDly4jqyZGKo1Wba8cb4uzf1U6n8TByFqj2qsxljTvbaPyDD+eIzTCzQniO+2RJuK9PnRUn8zUy4uwjAzZtIlaIuOZLiPtNwi/lyZZl8Uy7J4fR4mC7kuiBhSMtEmqTifdmMvPEVe9Mu4qFVeRg0TWRI/apzKWZRF5P0Xz28kRnyBUdqKXwHw30WgUI2uy+w+tXea0e5sh1pzGEVSIJSzkSaDvSREugKy7w/0+98/WiEZl9m9oJTcEiaecMRXXURbhpiiZpgI9OelDT8dctw7tAoVhyRgFWkevUNs10YxKoNc5qNq6dWuv63Z+/PDDDx+2NlmjUNhRURRuvfVWrrzySurq6vj1r3/NjTfeOKBtWaaFJQ3dayhd7sXMWOx/dmTmDQ2GZbW//gH8QHmna4QWtBfZ1c1ut6F6FfR4949NVIM55kLPMs16vpbjJ0myBPVRkrkEakgmVZcj26Yz459LyDTr1D0VGeHWjiMm1D8fpfxUP5WnBQhXpGh+M45livf6UJBUKF7iwTIsdv2hxb5wKNm1WYsWeag62+5CNnMWskMiEPATbrVLcygemeJjZCzLwtJBUg4Md8u06qTrc7S9myS1Pzeq2WtdlfaF1pZ1CVo3dDPH0wRJkVA9MrEdafS4SclyL6kmnXQBZHcezvd54HA3iZos2SFKEpNpzWGZll0PsGH0j91AdXfMR+NcVBjfRiXQmzFjBtXV1ezbt4/Vq1f3uu5rr70GwKRJk5g+ffqwtenDDz/M366urh62/XzSFVdcwR133MHmzZu56667+Jd/+ZcR23dvPFM0Wt8pvEnuQ6noGA+lS72kG3PsfzHaYzIJd5WDbOvYvGoojC+WCYmaLNaeA5/L3X9qHdef05FimdDwcox0fY7SE3y4ylXqX4z1/UShW7LDLnbunuTAP8eF7JTsOXodX6UWJHZnSezOohUruMocdqr8jEnCa7F/UwuWbr+vtZL2xx0Spm5hJE1SDTnMAkoQtveRNhxBBU+1g6JFHrAsjJRJptUg06STadHRSlTSTTqBw13sezqCs1yl6owAtY+3kYuO3xyFrgqV5rWJvlfsJ8uAbNjAWVq42cpHiomESWHOUSzUdk00o/IpkSSJCy+8kF/+8pds3bqVtWvXsnz58oPWW7t2bb5Hr6+C5oMRiUT4y1/+AoDH42Hx4sXDsp/uyLLMypUr+cxnPkN9fT3/+7//O2L77pFk/0gbqcL5ER1K7moHpcu9uModtLydoPWdPjLsye0TySXEUDih4Iggb2hFPkyTbtKpOjPApAuD5LYqsHu0W1X4pPazCUdAoegoD75ZTmRVIhcziO/K0LYxiR7vPpjJthpkW+3eHkmWcE43uwy9zLYYZFsKq2TAJ7kqVKZcVNTtY+HNKbxTNSRFwlPtwLJg8kUh4h9nsPwWk84PUfN4GKPAy0UMVLbNwFUxtKebmSYdd+XQTVcRhPFq1AbQfuMb38jXjvv6179+UOmEVCrF17/+dcBOXPKNb3yj2+2ceuqpSJKdcXL37t0HPf7cc8/1WpYhHo9z+eWX09LSAsC1117bpaTDSLj00ks56qijALj77rtHdN/d6YinrXEY1QQXuJn06SCWAftfiPQd5GEPxfFM0Sg7YXiSAQmCUFgyTTq1j4cxUiaVnwpQvGhgGZ8nitBCN7OvK2P2dWVUnh7AM9lB6/oEu//Uwu4HW2l6Pd5jkDde+Gd1PW9oXpcgF7WD09ARbiTF/mFt3Zgktj2NZVj4ZjqRnRIOv8Kk84IorvHZA6InDNxVQ5ssLrY9jbNExTt9eDOkC8JYN6BLLGvWrGHHjh35vzvPo3v33Xe5//77u6x/9dVXH7SNww47jG9961vcddddrF+/nhNOOIF///d/Z9asWezcuZO7776bjRs3AvD//t//Y86cOQNpKnfddRdXXnkll1xyCSeeeCKzZs3C5/MRiUR48803+dWvfsXevXsBmDt3LitXrhzQfgZDkiRuu+02LrroIpqbm0d8/5+kuO3430iOrx9m/xwn5Sf6aHsvaQ8j6Wccm9idpfH1OBWn+Ek35Yhty/T9JEEQxjQ9YVL7eATneR6KFntIN+kkJnBh5t50/GYAOItVwptTtL1bmPXchkvLO0nCm9NMv6IYsJMn1TzaRuWZAcy0RaImS/zjTL6GYMu6BDOuKrGHsmr2cZv06RB7/9Y27kaOWDqoHhnFPXQjhZK1OeK7M5Sf7KcuFi74Ht/hIpKxCH0ZUKD3u9/9jgceeKDbx5544gmeeOKJLvd1F+gB/PCHP6SxsZH77ruPjRs3csUVVxy0zrXXXssPfvCDgTQzr7W1ld/97nf87ne/63Gdk08+mT/96U8UFxcPal8DdeGFF7J48WLWr18/KvvvTPF0BHrj59fGEZApP9VPZEuK5rcOfa5AdEvaHvK51CsCPUEYw2TPgRT0kuPgoV9mwu7lt3S7FltkcxqHYVB9bpD47ozdOzVOh9gdClelXbg8WZs7qCcq+uHoZ5IcaWbawj/7QO+SZYKRtqh7svskSUbKIttmYBkWlmHh8Cs4S1XcVQ5S+8ZugpHuNL0ZxzfTiavCQWL30F0saVwdY9J5IaZeUkTjmjjRLRPvfScIfRnVcFuWZe69916efvppLrzwQqqrq9E0jerqai688EKeeeYZfve73yHLA2/mj3/8Y+666y4uvPBC5s2bR2lpKaqqEggEmDdvHl/4whd47rnnePXVV5k0adIQvrpDd/vtt4/q/juo7Vdn9dT4OZkpWerFSJk0rem9bmNvolvSqF4FV6WYAC4IE4YFLe2JJHzTncz45xImXxwiMM/FRM41ULLES/BwN1VnBAjOt4e2GimTmifCZFomXvIqR1Ch/ER7eH94c4rAXBey1vsbpOHVGIpL7rKeMY5+dzvocZNczMA9aWjn1Bkpi4ZXY3YG16kTcwingVzQizD6BnTGev/99x80PHMwzj33XM4999wBPffVV1/t9fHFixePaHKVTzqUY3XOOecURGpdxWOnsh4vPzjOMhX/bBcNr8S61DU6VKn6HOmmHJWnB6j5W9u4TVYjCOOR7LRrlMpFoQN3qor9b65TYJI4eN6u6lW6/O2ucOCucFB2vJfWDUkiW9L5IXkTRcOrMUqWeAkcdqD2q5E2C6JUwGjQ4/aPi5E2SezJEjrCjbvKQWJPzz1YmUadvQ+3UX1OAGeZg/DmFNm28TkEMdtmoAWUvlc8RBWf8pNtNWh4RWTIFYTuiHBbOIjikTHS46fYculyL5lWnehHgxzWYcK+Z6NIikTJUu/QNE4QhIKXrM0S3pTEMi3M7IELYLImU7rcx6xrSik/2YdWNPQnsqNN1iS80zQcga6nC3rM7BLcxnZm2P9CdKSbVzBCR9pDghWXzKRzg+gps1813sycRf0rMWSHRGYM14TrjeKVcVWoZIZ4Hp3ilXEWq7RuGN+loHpjWlJBL8LoE2PQhIOobnncJGLxTHbgmaSx79nIkASuRtIk+mGK4Hw3ja/Fx00wLAjjkTq5m+H4rm6yKscP7sWTPR4kCWSXC8XrpfU9aFkfQVIkyo5345+tYeasfAHv4Hw3wfnu9qAwZSduGcPfD84SldLjvbgrHfmMkWBnUIxuz6CFFLzTNJrejBPdNvF6ND8ptj2NkTIxsyZmDtINuX4HH3rMxLKsLkltxprAPBfeaRpGyiTbZpCLGkiKfTGkaJEbM2sRfr/vLNeHoqO8QmqC9iILQn+IQE84iOKRxsWwTUmFshN8pPbneh0+c6gSe7MUH+vFf5hTJGYRhAnEMsAyLBpeTZKL5ig+xks2oqM4ZRSXfZLumazhmayRixqEP0gR3ZoeE70NjqBC8TEeWtYnwISqswNYpkXz2gRasULwcDfphhzpZp3g4S6MpEn9SzHiO8V3INjz0KJbBzZqRCtWkCSJbNjAO02z55Sn7e3FdmQK/oKB7JSoONVPLm5gpE38h7mQ1QMXB1L1ORpejtgjhYaQ6pMxMuaEnkZhFvBcOLNA2zXRiEBPOIjqlsmNg5pH5Sf5UX0K+55vG9Ltpht04rszVK4IUHKsQdMb8SENJAVBGCLygZNNK9A+3No4cFIoRe3kTGbyQE+Dpdu9A5J2IHGE5HTaJ9vpA0FNy7okqX05/HNcOMtUsA6UGWh5J4HDr1C6zEvJEi/RbWnCH6TIhQt3/lVgnovAXHvpsOsPLfkMo42rDySyanp94EmthIN1vG/MrEXZiT4s3cIyofK0AMEjctSviqLHCvc32VVmn0o2rYnbWTUlUFySfWGk/bUMB0mi4INgQRhtItATDqJ4ZNJNYztrWscJS/2q6LCcXO1/Loqr0kHxIjfV5wRpeitO+L2JVTdKECa6ZG2OZG3Pw8aa1yYIzncRnO8mtMBNsi5LYneWxJ4MuWhhnbh3FPfukGnVRRmJEZLenyMXMyhZ6sFZrNL0RpzwphSuSpXKTwWY+pki9j8XLbiyC7JDIniEi+LFXpL7siRr2y94WoxcL9sEnwZmWjJmgdarK9R2TTQi0BO6kBRQfQr6GO7RcwQVyk7yEfkwRWz78A0rStfn2PdsjpIlHsqO84EF4fdFsCcIhcKKd6qZ2XHbPHAC2nHLTHfzPWGY9kmkaWLGEwwkIbKRNGldn6RtQxLfbCf+2S5KlnspO8FHtk0nsSdLYk+WdGNuUBmBh4plWTS+Fkf1yERETbIRY5nQuiFJ+cl2eQZXpQM2pUjX6+x9pI2qswNUnuZnz8Ntoz4XUlLt4cneqRq+WU4kVSL6oV2fdrh67nqiJ00Up4yk2kXZBUE4mAj0hC7ckzRkVSJRM0aHIsoQWujGMiya3hiZ4UUtbydBkig73kemWS+4q66CIIwuy4TYRxliH2UOnChP0/Af5qLoaA+WaZENG2RbdTKtBtkW3e5RG8Hhet5pGun9OVF0epREt6TRggpFR3vwz3LS+LqEmbbsrJyrYkz7pyKKjvLQsi7R98aGgatSpXiRB/dkDVmRyIZ1Ih+mCW9KjXjyNsUtEVrooWiRXb/REVTIDnFGz7HCQMIo0G7NQm3XRCMCPaEL7zSNbMQo6Lkk3VF9MiXLPHgmayhOmZb1iRG9Qt6yLoG72kHZCT72/rVNzBsQhAJgtA58fq6ZSSPJEmY2i5nNYJlD86G2dOzhm7uzQBxnqYqzTMVZoqIVKxRNsb/DAIyMSbbVINOqk2nW8wHgUPdeOEtVvFM1mtaIuXeDpXhkZIdELnLoP0DRj9IUHW2XaXCXO+zMrdg9w/FdGbzTtVEJ9AKHuyg/2UemRadlbWJUhx57p2tUrPADkNiVRVIYN1nCBWE4iEBP6MI7VSO+e2xlUVPcEpMvDmHlLMLvpUjsyZJpGflxHE1vxpl6SRHeqZpIziIIQr9kmu0grjPVK6OVqDiLFZwlKu4qB8HDXUiyhGVZ5KIm6cYcbRuSPRbYVv0yRUd5cJaqmBmTTItBtk3HSFuYGRMja6G4JNyVDooWecg060QGmDVyolO9MjP+uQRTt7pkm7QMi/AH9rDGzhxBBVm1e8U6X5AMznfnbxvprsFLYneW4Dw3jqAyoCDyUMmaRHC+C1e5A+80jeiWdJcgU3FJWBZDPpS022GYkn0xIjjfRfBwN7GdGRpfi436MNZCIOboCX0RgZ6QpxUrOPwKyTEWpISOdJM2kux9tA1ziNM3H4pMo066KUdgnksEeoIgDJieMNETWZJ7D9wnKaAVqWglCpUrAmhBhcAcO0Nm64YEkQ/T6HET1S8TmOOi6BgPZtYiWZNFcUv4D3Pi8HkO2pdlWkQ6TuJFx8iA6O3liDoHeQCSIlF0lAfFLeMIKjS/FSd0hBv/nAOZTZvXxlE8Mu5KB65yO9NrfFeGdGPXaCdZm8XULbzTtGGfCx460k3xMR4kRWqvhycRONzVJRDtYGZNEjVZWv6RsHv5JHCVq/gPc6FoEtk2A1O3UFwyiktCcclYlh3IGkkTM2vhCNkXNJwlKrJDwkibZMMGuZiB6pZxlqkoThk9adK4JkbkA3FBQhD6SwR6Qp53ml0AeCzNMZNU8EzSaHihZVSDvA6xjzKULvciKRREcgVBEMYHyzjQ+2ekIkw6N5h/rPgYL8XHeNGTJqpHxjIs2t5P0fpOokvviKSC4pSRnRKyJmNmTHJRQ3xXDZYJO+9rpvL0AKpPxlnc9dQqcJgd2E25qOigp5Yu93X5O7w51e38ckuH5N4swcNd6AmDXMQ8qCcYAAn8s51IikT848wh13D0z3FSdrxdfzZZlyU4342eMgm/nyQbNuyLAe3xrCSDI6gSPNzF1MuLybbpaEUqsiqRixnocRPPFA1JsWvzGmkTI20hSfbzVLeM7JTJRQ0yzTrxjzMYKRPVr6CFFBw+GSNt0fZuilR9jnR9TkyL+ASDwp0LJ75WCoMI9IQ87zQnyZrsiGfOGgxniYokSyQLJDhN1mWRFB+uCseYCpgFQRg7knuz7HmklaIjPXimaqjtddgyzTqNm1OkG3LdFqe2dNB1ExIgTsOGlpm12PdMBIA5N5R1eSzdlMNV5uhyX82jbZSd5MMRUOwkXvtzxD/OkG3t+f+l9Z0kUy4NUXWGHeR//EDzQWUMKk7152shuspUGt+IH1JPbTZsYGRN3FUOXBUq8Z0Zmt5K9DIPLkt4U5LgEW60oEJse4ZMk/16BEEYfSLQEwCQXRKuCpXGV8fWZPzAHCdG1h7mUQiyrQZGxv6RFIGeIAjDJdti0PBKbLSbIXTDSJsoLpnG12PtvVQWjoDM9M+V5NeRHBI1fwsf0nYzLTqRLSlCR9hDcMtP8rP/hWj+ce90jcBcFw2vxAgd6cZV6WDWF0sxMybJfTlSdXYvXW/ZXDNNOrv/2IqzVCUbMTD6UUvR0hF1ZEeJmKMn9EX8LwgAuCsdSJJEonbszC3TihX881xEP0wX1NyS1P4cvhlO+6qq+IQJgiBMKPUvHQi+OnrcclGTprfi7feZZJoGljAs02hgtRd19M10ohUp+cdCR9pz6IqP9eAI2cMfE3syRD/KoAUVyk/2MePKEqZcHCIwz4XUw6V+M2tP4ehPkCcIQmETPXoCcGASuZkZO1/soSPd6HGTxMeFlSU0WZOl/CQ/FSv8BBe4qPt75JDnSQiCIAhjU7I2x/ZfNR10f/j9FNk2g0xTbsC/CbGdaUqP96I47d9syziwnUyzjsOnYJkWsiJhGRaNr8UxMxYt2Jk0PZMdBOa5KD/FR8kSD83rEsS3j50LvEJXhiVjFGjPWaG2a6IR/wsCYP8AWKY1ZubnSap9NTO2vbB68wAim9PsvK+ZvX9twxFQqDw9QIHOlRYEQRBGimXPr/zkvLpD3QYWxPdmqHm8rUs9u+Y3E+z+UytayL6GLykSFafaFx3LT/ERmOciWZtj3zNRdv+pldT+HJUrAlSd7Ud2iB8pYXS1trbyxz/+kRtvvJETTzyRmTNnEggEcDqdVFVVceaZZ3LPPfcQjw9uitHKlSuRJKlfy6uvvjo0L24UiR49AQBnmUqmVS+4oKkngXkuFE0mtj1LsNjV9xNGmJm1yDTr1L8YpfrcIKXLvQfVUhIEQRCEQ+GZoqG4ZHxTnbRttOfFhRbaQzbDH6TAgkyrjuqWUdwyvhnOLs8vO97HnodbybYa1L8UI7otQ+VpfvzT/URao6SbxNzyscRCwizQK8nWIbbr5Zdf5p//+Z+7fay+vp76+npefPFF7r77bv72t7+xZMmSoWjmuCcCPQGwC7j2VHi30HimapQd7yO8OUUuakDxaLeoZ8naHE1vJig/0UemWSe2vbCGmQqCIAhjR7Imy/4XowSPcDHpnAC1T0UoO8Eu0WCZFpHNadL1OdxVDtJNObxT7UCvbVMS7xQNLaQy7fJiGlbHiO/IkKzJUvNomLmX+5h0YZCmNXGiW/tfp07xyATnubBMi0RNlmzL2DiPEArTpEmTOPnkkzn++OOZMmUK1dXVpNNp9u7dy4MPPshzzz1HTU0NZ555Jps3b6a6unpQ+9u0aVOvj8+YMWNQ2y8EItATALBydkHTQucsV6k6I0BiT5amNXEkqTCvZHUW+SCFq0Kl7EQfSTHBXRAEQRggy4D4zgyJPRmmXlZExal2kGekTbzTnEQ2p0nW2vXvmt9K5AO9TKNO8xsJZl5TguKUqTjFT8UpfqLb0jS+FqdxdQypKkvFqX5cFSpNr8f7NZXDP8dJyVIvAKXLIb47Q8u6RK9lIoShM57m6F100UVcdtllPT5+5ZVX8vOf/5wbb7yRcDjMj3/8Y/77v/97UG1csGDBoJ4/FhTmu0MYccm6HO5qB4qncN8SjoBM9TlBMi069auiY6pwatOaOGbOovqcQI+ZzgRBEAShPywdGl6O4Sy26/MpLhnas3GmG+2MnpYFsR1271zR0XZJhrqnIqQbDgzPDMx1oQUVLAMa1ySofzmKf46LqnOC/ZpbHt2azg/3TNXn0IoUpl5WROlxXvFbJxwSVe37DfOVr3wFn8++uPHaa68Nd5PGBfExFAD7y7p0mRffdI3Ih/0ftjGSSo/zYeUs9j0bwRpYZupRY2Ys0vtz+Oe4cJWLGnujRjpwIUN2HPj6M7Mi65wgCGNLulEntjODd7qGrEikGuwfxo7EKmbOJLo1jX+2C2eJiqTadfJqHgsjOSS0kF2aIRs2IGRvM/ZRBj1hMum8IMXHemhdn0TWJPv5CmQjRpc6fGbGouaxMJPOC+KuchDenMJImBQf68U300mmWUdxSjSsjpOLGWMmD8BYYVoSplWYI5uGo12qquJyuYjH42QyYipMf4hAT+jCKtBeMsUt4ZvhpPH1GGamQBvZB98sJ5ZhdbmaKgiCIAgD1bIugW+GRvzjDJEP7OQs3mkapm6RbTFQfZ0ubjllDN2OtKycla/lJ8ldT8hTdTla3k5SstSDpVt4pmp4qrX843rKJLEnQ2JXlmRtFsuAuqcjFB/toXixh/CmFHsebqX8ZH8+Gcz0z9qT6RtWx4huKcyLyULhW7VqFc3NzQDMmzdvlFszNohATwDsLJYAiT2F2bNhZCyMtIkjqPS9coFK7c+hemWk9vpGwsiTNa3vlQRBEMaIXMQgujWNb+aB7Jr+OS4SuzOYua4lk2SHRH9nzrVtTCI7JEqWefNz4fc9F8EywV3pwDdDIzjPjZmzSDfmyDTppBtyRLekKTrKQ2xnhn1PRwjMdVGxwp/fbsUpfizdEonJhH6LxWLU1tbyyCOP8F//9V/5+//1X/910Ns+44wz2LBhA7FYjFAoxPz58zn77LO5/vrrKSoqGvT2C0HhTsgSRoykQNFRbqIfpTGSBTquwrRTRwcPd6O4CnOYQl8aX4ujuGQmXRAUNYsEQRCEIdGyPomkSgQOd6GVKDhLVGIf2YGUZR64qHiovzst6xLUPhHJ/112gj19omVdgj1/aWP3n1tpfSeBkbbwzXJSdVaQ4BF28Gfp9n6j29Ls/nNrl+1WnOrHO1VcdBsKBnJBLwDRaLTL0p8hlz/+8Y/ztewCgQDz58/n1ltvJRqNoigKP/3pTznppJMGffxeeuklWltbyeVyNDU1sXr1ar797W8zc+ZMnnjiiUFvvxCIQE8gON+N4pZp25gc7ab0KrwphWVYlJ/iH5MFyHMRg9onwzj8CiXLvaPdHEEQBGEcMJIm6cYcrnKV4qM96EmTRG376JxP9OgdqnR9jmT7thx+hckXhihZZv9+5cIGbe+mqH8xyu4HW/n4/1rY90yE3Q+1dsm6mQsb1P49fODvuEnVWQF8s7vW+BPGpylTphAMBvPLnXfeOeBtnXrqqbz//vvceOONg2rTwoULufnmm/n73//OO++8w9q1a3nggQc488wzAQiHw1x66aU8++yzg9pPIRBDNyc4xS1RfKyH6EdpctEC7c1rZ2YsGl6JUXVWgIoVfhpeiY12kw5ZttUg/nEG7zSNptdHuzUTj6UfmB8pKWN3GLAw9ij+A8PXrE5XtEUiIGEoOItUdJeJs1il/uVoPsAbTI9eh6Y34kz7pwMFa4sXeWj5R+Kg9YykSWJv9+/nVF2O5rVxSpf7CG9K4SpTqfyUn3rDIr5LfAYGaiwkY6mpqSEQCOTvdzr7DvCvueYazj77bACSySRbt27l//7v/1i1ahVXXHEFv/3tb1m2bNmA2vWNb3yDlStXHnT/smXLuOqqq/j1r3/NDTfcgGEYXHfddezYsQO32z2gfRUC0aM3wZWd6MeyoHntwV/ahSixJ0v9S1H8s51UnDr2evYkFfyHuUjWiB82QRAEYfAkFRS3jLNYJf5xJj9sE+hXLby+eKbYwyzbNiXR26d3hBYe+olv27sp9r8YJb4zTcMrMeI7M1ScFsA7TQzjHM8CgUCXpT+BXklJCQsWLGDBggUsXbqUq666ipdeeok777yTTZs2ceqpp/LCCy8MqD2hUKjXx6+//nquu+46APbt28ejjz46oP0UChHoTWC+GRr+WU67xlt67CQHiX+cpX5VDP8cJ+Un+0a7OYdEViVkRSrYpDcTiWUY+UUQhp0sH1hU9cAiCINk6dC6MUnkwxT7X4p2eUxxHTjNy7Qeel0iSYay4+3f2dhHGWofbwPs+XoDOYOM78xgpOzzjYZXYiRrslSdHaDoGM+hb0zARC7oZaj9x3/8B8uXLyedTvMv//Iv6Prw1Nq6/vrr87dXr149LPsYKSLQm6BkTaLsJD/xXRniO8de9qv4zgwNr8QIzHXhmz2GrgZ2pLEeO3G1IAiCUOBa/pGg8bX4QXXqOpKeGBmzS/27/urIyJ2LG/lyDB06B5EDYZmw//koreuTlC71UnVWAFkbY8N0hBF3wQUXALB3717WrVs3LPuYP39+/nZdXd2w7GOkiEBvggrMcyE7JRrXxEe7KQMW254h/EGS0EIPqndsvJWdpfYV/GzbGKv4Pk507sUTPXpjl6Qo+WWssFKp/GImk/lFEIZLcIHL7nkDmt8c2PQMz2Q7UKxv7yk0O/90DVHh3dZ3kux7JoK72sGUS0JoRWPncz3aDEsq6GU4lJaW5m/v2bNnWPZhFWpR6QEYG2fHwpALHOYisTuLkSjsBCx9aVmXxDIsQgtdo92UfvFUO9ATRsEnvhEEQRDGtuB8ex5d27tJotsGVqS85Z0E+5+PkK63Izwzc+C3yxzC65WJvVlq/taGpcPki0PITtGzJ3Svcw+bzzc803c+/PDD/O3q6uph2cdIERMEJiCtRMFZqtKybmwkYOmVBYomEzrSQ8v6JGa2sK/CuKsdJPfl+l5RGFEdhdQLIgOi1H79bSiyKIw3HcdG6nSNUmr/zBf48SqI95Ywoex9uG3Q28i2GGRbDox6sDoNgLByQ/t7m4ua1D0dZsZVJcz4fAlGyiT8QYrwB6mDhqQKtrGQdXNIt2maXZKjHHHEEUO+D4Bf//rX+dunnHLKsOxjpIgevQmo+BgvesI4UGdnDOucravoqMJOf6u4JLQSlewAJsQLgiAIQiHIRgxa1g/PhWIjZRH/OIvskHAEFMqO9zHtM0WULrfn8FWfG2TSp4MUHe1GEl0V48p9991HLtfzhXDTNLnpppvYtGkTACeccAIzZ87sss7999+fL7TeXQmFTZs2sWPHjl7b8Zvf/IZ7770XgMrKSi6++OJDfCWFRXxMJhBJhdLjfPhnOdn/YnRcXCFzVzryt4uP9dK6IdnlimMhKT/Vj5m1iH409pLfjEed53fJ7TXOrHA4f99Izt3r3Bapo3cxlRqx/Y8Z7b12lj4OvrwEYYza81DrsG6/8dUYDr9Mts0gvClF6fFeQgvdZFp09LiJJUHJEi+hozzEtqeJ78iQbpyYF1AtS8a0CrPPxjrEdv1//9//x3e+8x0uu+wyjj/+eKZPn47X6yUcDrNx40YeeOAB3n33XQD8fj/33HPPIbfpnXfe4brrrmPFihWcc845LFy4kJKSEnRdZ+vWrTz44IP5sg2KovDrX/8ar9d7yPspJCLQmyDc1Q4qVvhRXDKNr8XGZKbN7jS9mcDjTOCYY//tm+XsUkOoUEgy+KY7aXojPubnRQqCIAjCcDFzFjWPhvN/1z0ZsWvmdhopqvpkQke68c9yUnSkh2RtlrqnIiPeVmFoNTQ0cM899/QaxM2dO5c//OEPHHXUUQPah2EYvPTSS7z00ks9rlNSUsK9996bz/A5lolAbwLQihUmnRcktT9H7ZPhAaVYLkSSAlVnBzAjFsl9WTzVWsFe1bNMyIb1fNZNobBYhzq/q/McsV6eK6kHepwtvechKV2yR0rSQfeJzKCCIExon5gOqMdNmt9M0Pxmgjk3lOGZrCFrUsHP0x9qBhIGhTlH71DbtXbtWl566SVeeeUVPvroIxoaGmhra8Pj8VBVVcWiRYu4+OKLueiii9C0gZXVOvfcc7n33nt566232LhxIw0NDbS0tGBZFsXFxRx11FGcffbZXH311QQCgQHto9CIs84JoOhID3rSpO6ZyLgYrtlBK1HxTtEIHOEj2p7FcvoVxaTqc+x/IYqRLKwXm9ibzdc0EgRBEARh6JQs8ZCsy5HYkxW1asegefPmMW/ePL72ta8NeBtXX301V199dY+Pl5eX88UvfpEvfvGLA97HWCMCvXFO9cn4ZjtpXZ8YV0EeQLZVx8gc/KLclQ6qzwlQ+2RkyLOCDYaeMFHchTmWfqKz0v0b7qt0pHLu1NtmRA4eLtTRG6cED1wR7Jhz113ttC49dqb9nrXMwnnvCoIgFKrotjT+OU6805yEFnrItuk0vh4nNQEyXJvW8GS3HAriJ6wwiEBvnKtY4cdImUQ+HFgNnUJm6dD6doKic0Nkwzp1T0VQ/QpaQKZiRYDZ15bSsj5B6/rCKEpspi0Up3zQXANBEARBEAam4ZUYja/FsAxwlqmUHedl0vlBGl+LE90y/s59BOFQiEBvHAsucOOZpFH79/C4Hbce+TBDYyBO3Xr7Nepxk8DcAwU0SxZ77UB38+h/2Xf0PipOCSM9Pv8/xiore/CV3475dZLc6Wqp1j7nrvP63dS96+iN69JTp/c8f7TrHD17e73N6ZtIuhybboj5i4IgdGTbzjTp1P49QtkJPspP8pFt1Uk3FObc/aFgFnDWzUJt10Qj/hfGKUdQoXS5l/CmFKm68X3CmK7PYbV/jztLVYLzutbTKz/JT+UZgVF/txtpOxBQvb2fuAqCIAiCMEAWNL0ZJ92gU31OEEdI/OYKE5cI9MYjCSo/5UePGzT/Iz7arRkVetJk+6+a2P6rJva/GMU3XaP8BB+SAsH5LhTXyI9pzzTpmDkLj0jIIgiCIAjDx4R9z0awDItJ5wXRisZnsGciFfQijD4xdHMcKjrag7NMpfbxcL6na6LINOvEP84Q3nyg2HR8Z4ZGh0TFqX6CR9i9fWbWIrZjZOvtWYadedM3Q6NtY2HMG5zIug75O3j4n6Ta18Ek94EeYiueAMDMZvu3j36u12W/DvtrWdJFeQXoflhrd8NkeytzIQjCxGNmLepfjlFxqp+SZV72Pxcd7SYJwogTgd44Izkkihe5Cb+fKtiacsNt/wsHf5lHt6bR4waTPh0CwDNZG/FADyDdmMM7xTPi+xUEQRCEiSZVlyO8KUXJUq89hm2cXQ8yLAmjQLNuFmq7JhoR6I0z/tlOJFUivCnV98oTTLLW/sIPLXSTbh6FeYsSuKsc5MZJwfrxSPYcCMIlR3viFaX3Ee5ye+HWzr1uHb1Q+W0AVi/JWLr02OXs9UR5hYNJbpd9o3OCnLaDy1sIgiAASO1nubIqoXpk9Lj4/RUmFhHojTPB+S4Se7Poif59mckOCc8UB+kmHX0CBCCtGxKEFroxMyNzEi0pdoIYz2SN4AI3qltm/0ti+IggCIIgDLeyE3wED7eH33ckRBtPRNZNoS8i0BtHnGUqrjIH+97u3xVuxSMz6bwgzhL7bVD7ZHhcFxh1lqtMuTAEQKZ1+Ie1OgIyk84P4fArWIZFZEua6LY0maaJOaR2LJDkTj9Mkt1r1HmOmKW2z5/r1NsmOZ32jc49dh3P1Tr16OXaP1t9zNsbifl4HaUjuu6407y3QpoTKB18spA/5hzoUTUzo19CRRCEAiKBu9r+fghvTk24nAWCACLQGz8kKF3mJRsxSNT0nQBCK1KoOjuIpMCeh1upOitAYK5r3AZ6vpkalacFkBSJ2I402ZbhPZGVVKg6K4hlWux9tI1sqy5+ZARBEARhmCkemdBCN6EFbmSHxL7nIyR2HXpirLHARMIs0LlwIutmYZhQ/arpdJp77rmHT33qU5SWluJ0Opk8eTIXXHABjz76aJ/PtyyLn/70p8ybNw+n08ns2bP5wQ9+QLaXK/SnnnoqkiQhSRKKorB58+Ze97F79+78+itXruz3a6s4zY+72kHT6zHoZVSib6ZG9TkBpn6mCEyL2ifCZFsN0g06rsrxGff7D3NSdWYQSZGwDAtTH95hm4pLYtJ5IRwBhf3PRck0iiBvrLCy2QNLMmkvhpFfZLfbXrye/IJl2UsnkqLYPYGqml8kWe7aY9h5v6Z1YGnfV9cNyiDJSIp8YNvt9w2EUlZyYCkvRSkvHdB2RoKZSecXK5PBymQww5EDS/tjgiBMbIF5LqZfWczMq0oILXQT3pRk7yNtJHZlcVWoeKdpSOOzyoIg9Gh8ntl3Y9u2bVxwwQV89NFHXe6vq6ujrq6Ov//971x00UX8+c9/xtlpWFBn1113Hffdd1/+7507d3LzzTfzxhtv8NRTT6EovX+DmKbJypUreeSRRwb/gj7BXeFg33NRkrU99MhJUHGKn8A8F8l9WZreiBPdks6P1jKSJg6/grNUJdM8vqISb6e6dZIiEZznpnF1vNeAeDCCC91oxQp1T4XJthXQEDhBEARBGGdUr4x/jpPS5T5iO9N2sfT6HEbKwhFSmHJJCFe5PVw9sTfDvmejw/b7LwiFZkL06DU1NXHGGWfkg7wrrriCp59+mg0bNvDEE09w/vnnA/D4449zzTXXdLuNZ599lvvuu4+ioiJ+/vOfs3btWu677z6qq6t57rnn+O1vf9uvtvztb3/jvffeG5oX1knNY2GSe7vvWVQ8MlVnBvDPcVK/KkrdkxEim9Ndyk41r0tgZi2808ZfMe+Gl2Ps+UsrH/+hJX+fZ1I3c5SGiHeyRrImS7phfAXME4GZzeaXjh42cnp+6ejtQ5EPLO06etokRYGOpRMrp2Pl9AM9cZ1642SH2vuiacgOB5Ks2EsfF5V60tE+K5XOL8iyvYySLsetD2YqddAiCMLE5apyMO2fiihd7iO6LU3buymcxSplJ/opXuym6swAqk+h6Y048Y8zeKc6Cc53jXazh4xVAEXRe1osMXSzIEyIHr3bbruNmpoaAL7//e/zve99L//YokWLuOCCC/jGN77Bz372Mx566CGuueYazjjjjC7bePjhhwF44IEH8oHhsmXLWLRoEYsWLeLhhx/mhhtu6LENgUCAdDpNNpvllltu4YknnhjS1+gsV9FUe1iCpEhIsh3gaSEF7zQnlmGx7/loj8EgJuhJE9k1/j6Ylkm+Zy2xJ4N3mpPUMAVhWrGCs0wlskUMJRMEQRCE4eKZ7MjXxrUMCyNrMvXSIoyMiZE08c9yYlkW0S1pSo/zInWUZRl/pzmC0KNxH+gZhsGDDz4IwPTp0/nOd77T7Xp33XUXf/zjH2lpaeGuu+46KNCrq6sDYMWKFV3uP/rooykuLs4/3pOioiLOO+88/vd//5cnn3yS9evXs3jx4oG+rINUnRZA0w70xpmGhZk2yUUMWt9JEtmcwsz2PlZBcUojVnZgtCRrc3inOXFXqiRrhjbxjGeyg4oVfjKtOrEdItAb89q7vM1k8qCHpE6ftY7ae93V0TPDBzLgmu1zebtk8dTtfXTOIil57FTg6Ae2ZxlGRyLPQeloqxE5UOJDzmQGv+FB6PzaydqfSUsfn0mhBEEYPNUnEzzCTfGiTnVPFYnQEW6a3ogT/iCFZ5IdBEqSRHC+m9YNSVo3JLAMxtWwTdMq4GQsBdquiWbcB3rbt28nHA4DcMYZZyD3METJ5XJx6qmn8re//Y3Vq1fT3NxMaemBBAXl5eUArF69mvPOOy9//6ZNm2htbWXBggV9tuW73/0u9913H+l0mltuuYVnnnlmEK+sq11/bEExVfvcdIClYsysheo5cHw8kx2ULPPi8CsoLplMq07dUxGM5NisRaP6ZUqP8xLdlh7SIM8z2UFwgRvfdCfJuiz1q2Ii+YogCIIgDDF3tYPqswPIWtdzuUyL/aMb3mQP5/bPdWEZFpIioScMWt5OjKsATxD6a9zP0Wttbc3f7gjWelJRUQHYvYBvvPFGl8cuuugiAK666iruuece1q1bxwMPPMC5554LwGc+85k+21JdXc31118P2HP+3nrrrX6/jr6YGcsOLgYRg8V2ZgjMdVG0yEPFp/xM+nQIM2sR/iBFy/oEDr/CtH8qwhEcm2mrJFkCCVyVDlwVg7vGITkkgke4mPZPRUz6dAiHT7HnP/597AbCwid0nkv3iaVjvp2V07F0e6HT0iV7Z/uSn4smS/ml28yZpgmmiWV1WtqzTUpeD7Lfh+z3d5nb1t0ct4778plC3e78Y7Km5ZeOuW6ds4uOqM7HThAEoQeSChUr/PkgL7otTWxnhnRTjmzYQE+aIEHV2QECc1xIit2j1PTW+A3yOgqmF+oijL5x36Pn9XrztyOR3guJd358y5YtXHjhhfm/L730Ui666CIef/xxvva1r3V53mmnndbr/LzOvv3tb/Pb3/6WZDLJzTffzEsvvdSv542E1g1J3JUOShZ7MNImDa/GiG49MAQxXZ9j0qdDOIsVcpGxl00yFzHY90yEik8FmHJxEXVPhXvOUtoNWZPwTtPwTtfwTtGQVIn4riwNr8VJ7xdDzQRBEARhuATnu3H47QtaLesThD9IMe2fionvTBNaYA/jnPmFEhSXjGVZGEmTmsfD6DFx8VWYuMZ9uD179mxU1Y5nX3/99R7XM02TNWvW5P/eu3dvl8clSeKRRx7hBz/4ATNnzsThcDBt2jS+973v8fTTT+f30ZeKigq++tWvArBq1Spee+21Q31Jw8eEuqci7Px9M7v+2NolyAM7uxVANjr2grwOyZocNX9tw9QtKk8P4J/rRHb2PI5c9ckEF7iY9OkgM79QQuVpARx+hdZ3U+x+sJX6F6MiyBMEQRCE4SRB0VH2qIT4xxla1yfxTdNQ3TK5ToGc4pLR0yaSJKF6lXEf5HXM0SvURRh9E6JH77TTTuP555/nvffe4+GHH+byyy8/aL1f//rX7NmzJ/93LBY7aB1VVfnud7/Ld7/73UG16aabbuKXv/wl8Xicm2++mdWrVw9qe0Otp/llbe+m8M92Uny0h/pVBx+fsUJPmOz5SyvlJ/moXBHAMi2ybQbZNh0jbWFZFqpHwVmioIVULMMiuS9H05txEruz6Inx/cMhdCW7D6TittoTl3Qe3mjG4wBI6oGSHZLmOOi+3nRJ+NJN8hfZ50OSwCoKYqUdWBbI7W2wOq3fXUKY7vZjmYUzjqkjSY0gCEJPvNM0VO+B3jx3tYPA4W70lIms2QFFYk8GJDAyFoE5Loy0+K0WhHEf6AGsXLmSVatWoes6//zP/8zOnTv5/Oc/T2VlJbW1tdx7773cddddOBwOcjm7dyY1jPWZSktL+dd//VfuuOMOXnvtNV566SVOP/30YdvfULFyFvGdWQLzxn4NGj1msu+ZKIpHxjtVw1mmohUpaCEZZDBSJsmaLC1vJ0nWZPvMWCoIgiAIwjCxIBvWaXg1hrNEpfK0AJlWnfB7SUqW2lN0vNMOZPDVUwb7X4j2tLVxo6NmXSEq1HZNNBMi0Fu+fDm/+c1vuP7668lms3znO985qMyCw+HgRz/6Ed/85jcB8Pv9w9qmb33rW9xzzz1EIhFuvvnmQQd6kiwhDUX+9T6k9uUoPsaDs0TN16YbTfbr5kB9nENkpi1iH2WIfdR7ivmBbn88GuwxHzPM9q7t3IGhubLTLqtgZjr1QrWXYZC1Tl+nHeWanJ169Bz241b8QA9c/hhaB1957twbKBeH7PIKqoSkSmCBpLaXcOj0ue/8f5L/PjAPbNtq30+Xr4oR+N4YqybMe72AiGM+8sbCMU/W5NhbEya00EXJMi+xnWnS+3KUHOfr0u7IBylS+3NUnhFgyoVF7Hs6QrKu8KZX9HTMJUsaVFI9QfikCRHoAVxzzTUcffTR/PCHP+T5558n3j7cSlEUzjjjDO688878fWDXvRtORUVFfPOb32TlypWsXbuWZ599lnPOOWfA2yuZFsIha32vOEiSAj6Pn0mLVWLbR7f+Fthfkv8/e/cdJ1V9L/7/dc70un3ZXTpiw15AJFIsWEAJRJNrkqtBJZbovZrEWK4R+aZ4NYkpN7+Yq7GmqFcjiqJGAgpGRBEriiAgdQvbZ2annznn98fszg7uLttmd2Z338/HYx4MU8757NmZ2Xmf9+fzfudXeEBRcmo62nA20o65mtYzj9bgyoilfXEwOvbC6zR4an0uobR+l22VJo2Ox1FJW/erlianbnqL7ChGsoCcYvEmnxpsf5yeHpRaOk4bTb9fdG+kvdZzgRzzwTdUjrm1wETZ2V4ScZ28k/LgpPb7Yj4Ns8uEv1bHbljxepOfj5GxKk5L7n3udXXM43oMdvV8O7m8Fi5XxzXSjJhAD+Ckk07i73//O5qmUV1dTTQaZfTo0Thay47/8Y9/TD12ypQpAz6e73//+/zud7+jqamJpUuX9ivQa9jTjFnp2Xqg/rJsT2CYDOp3Z3+dnqIqYBjU72nO6T9Qw8lIPuZtLQoOanreGvQplrTiRW1r9NJaGhgtyfdLwt/NdKLWdgvm4sL22/RQco2e1UxjdQjDAKOyPrm9tBNUB43V0vHEjx6X9XC9MZJf69kix3zwDZVjPuakPHxNPqKNGv4tEfJPcmKyK+gxA0WBAytbCLcWR1PfjeEcZ2P/243dbDU7ujrmmpF7QakY2kZUoNfGbDYzduzYDrenV92cNm3agI/D6/Vy8803c8cdd7Bp0yZWrFjBCSec0KdtGbqBoQzOB3RoX4zCk50YGDkxxcAwWn/+HP4DNdyM1GOeSrwZh76NQzyu22PW+j42utiekXY51PaMTrKEI+33lQkj9bWeTXLMB1+uH3P7KDP2kuQJtPq3g+Qf60C1KDS8HaR0lod9y5uI1CZnSJg9Kq5xNgJfRHP254HOj3lnn9uHIhk90Z1h316hp4LBIC+++CIARx55JMcff/yg7Pc///M/KS4uBuCuu+7q9Zs8G0KVcVSrir10RJ4nECNZQodEewNzIxrF0OIYWhxMpvaLboBuYITDHS7m8WNTF1NhQYcLhg6Gjt4STF2M+kaM+kZo9kNdI9Q1kggESHRSHbiNHtc6XIQQYihyjbehawZaSEePGrjGWWl8L4jnCDvRRi0V5FkLTIxZkE8iptO4KZjlUQuRfRLotbr33ntTLRW+973vDdp+3W43t956KwAfffQRzz777KDtu6+i9RqJqI5z9MCvCRRCCCHEyOYYbUGP6ZidKmO/lk/cn0C1KthHmal9IwAK5E2xM/biAvS4QeULPhLhg0+cmz0qBSc7sRUPn5PU2e6TJ330ct/webV3Y+/evYwbN67T+55++mnuvvtuAI4//niuu+66wRwa119/Pffddx81NTXce++9g7rvPjEgXBnHOdpC43vZHowQg0ePRrq+M62HXdsaPSPSXrBIHTcGAK3Um7rNfKC1EmdTc4fNtfXsa7uuqAqJZhNaY1PPpiN1UslTCCGGItWkEGtM0PJFjLg/QTyQoOwcL/6tEeyjLJSd5cXiNdH8aZj6t1rwHGHHVpRW0Mqm4DnMhqIq+AtMHBjCvYCF6I0RE+gde+yxzJgxg69//escc8wxmM1mdu3axVNPPcXy5csBKCkp4cknn8TSSbW6geRwOLjtttu46aabqK+vH9R991WoMkbJDDeKuesG60IIIYQQ/RWpjWMvs1D3so+iU52UzMgDwHuUHUOHlh1Rqlf7idZqeA63MWq2h5gvgRFvW/Ns0PheiMJTnXgPt1P3Zgt6NPeXynQnlzNnuTqukWbEBHq6rvPqq6/y6quvdnr/CSecwN/+9rdBqbbZmWuuuYZf/vKXVFZWZmX/vRXaH0cxKTjKLYT2SZUoIYz0jF44ed1IWxeX2LUHALM/rZpmqtddJ4VTEl/qU2koKCY1WfFTMTreL4QQw5Sj3EK0UePwq0tSt8UDCUL7Y2iBBCaXiaJTXVjyVKx5ZvzbI51m7cLVccYsyMc9wYp/W/ZbRAkx0EbMGr2HHnqIxYsXM2XKFAoLC7FarYwZM4b58+fz+OOPs2nTJo455pisjc9ut3PHHXdkbf+9FfcliLckcI6RdXpCCCGEGBiOCgvWAjOJSHI6uhbVCe6NoloV8o52UHCSC0eZBUMzCO6OUb3Kx4HXO5+aGa6KE66KUTTNhck+9DNOBqCj5ORl6OdLh4cRk9G79NJLufTSSwd9v2vXru3xY6+77rpBXx/YH8l1elZAKlsJoaevx7N2cgKktT9eoqG9r5MpP7/1Ce1fOBRzx6njhtZ11lx1Oju/I9FxjZ4ea+2jJ+v3hBBDgGKG0tkewjVx/FujWPPNOEdbMQrM+D4NE9geJdbUu9kNNWsCTLysiPwTnDS8I99fxPA2YgI9kXmh/TG8R9ox2RUSETl3I4QQQojMKZ7uxuxUadkVZezCfGLNCar+4SO4O9brbVkLTbgn2fAcZgPA4lVRLQp6fOh+f5E1eqI7EuiJPgtVJrMMjtFWWnbKXHcxwqVnyVqvmwry2m9qzfjpoVCHpyp2e+q6yWQ66PHJ5+goqoKR0DESCQzdwOR2J59bWty+D7ejfZuh1ufr7ePSd+3t9Y8lhBDZ4KiwkH+sg5Y9UQpPdNL4foiGTUHow4QE5xgL5efloWsGcX8yA+g5zI7v0wjhKqkzIIYvCfREnyVCOtFGDedoiwR6QgghhMiYomkuoo0a7vE2GjYGaXy/40myHlGhdJYHLZgg0lqVE0AL6UM+yJOMnuiOBHqiX8KVcZzjpCCLEEIIITLD7FJxlFnQQjrBPdG+B3lA0akuzG4VRVXQtWSbBUeZBZTkGkAMMKSIsRimJNAT/RKqjJF/nAOzR0ULSIEHMYwoHYsSK63TKg/SOk0zvd1BZw3NFbcLAFVN266t9SSJkfb4tkIuaa0ZFKs11Ykhxdz68a21P86wpI3PkrxfifZ+LYsQQmSToyJZlMrsVDnwSbjP2zE5FApOdGAY0Lw5RP36ZPEV92Qb5ed4mbwk2a4h1qxRudKH1jK0vsdIRk90Z8S0VxADI1wVx9CN1uqbQgghhBD9Y3apJGLJoCsR7luxFMWiUHaOFwA9otO4sT0r2LIjyt7lTdSs9nNgXQBrvhmXzE7KqsbGRv76179y4403csYZZzBp0iS8Xi82m43y8nLOPfdc/vCHP9DS0pKxfT711FOcd955lJeXY7fbmTBhApdddhlvv/12xvaRbZLRE/2ixwzCNXHyjrHj3xZBGqeI4UJpbXmQ3u5Asdtar7SfqTRai6t0lsVLNPlS102tRVOUkqL2B4Q6OVPdmt1TLGkfz5rWIaNnRFvXxba036GmtVQwgslx6VFZPyuEGEAKOEdbsHhNaC06wb39n0Vg9phIRA1MVpL98xTwHGHDOdqKxWNCtSqgJL+DhPbHUM0KthIzqkVJZuUUsBWbMTmSUzbjAZ1RZ3lQLQqKWcFWZMbQDcJV8dTkjUitduhBkcw0tlXtTEQN9Jie/Dfa9q9BIqrLDKc+eO2117jssss6va+mpoaamhr++c9/cu+99/Lss88yderUPu8rEonw9a9/nZUrVx50+549e9izZw9PPPEEy5Yt48477+zzPnKFBHqi3xreDjL2awUUnOCg6cO+T7EQQgghxNBSMS8P11grhm6gqAqh/TEa3g0SqdNSFTIVE5jsKia7impXWq8rYCQreMd9By+Sc421Eg8ksDhVFBVGX5SHs8JKrEkjETOS2T4djIRB/nEO9JhBpFYj7k9gdpnASAaAoX0xik93Yy0wEVcgHkiAApHaOImogXO0BZNVpX5jkGj9oQO94hkuCo53EvMl0GM6JpuKalNQrQrKl87EJSI6oco4/m0RQhkIfLsy3KZujh49mlmzZjFjxgzGjh1LRUUFkUiEvXv38re//Y1//OMf7Nu3j3PPPZdPP/2UioqKPo3tqquuSgV5Z555JjfeeCMVFRVs3ryZu+++m507d7J06VLKy8tZsmRJn/aRKyTQE/0WqdVofD9E8XQ3Wkgn8LlkEMTQ17bm7qB1eXrHs7SdrsdrWx9ns7U/taEJADVtPZ7RltFL+5KQ2l96E3WbDUUB1WpBtdowDFBa1+gpaWsJDZ+//Xprc/RUk3Qheig9i21oQ7sqoRhYijkZlDV+GKLh7SDOsVZKZ7oZu6gAPW6QiOjJ4M7S8Uu/njBQAMWkEG3UCO2NoccN7KMsmD0qof0xnBVWxn2jsDVzpmMtMGMYBnrMwGRLfvbtXd5EtDUbp1oVzG4Vs9uE2aViKzITroqnbnMVmVHNybFE6zUqX2ru0dRQa5GJ/GMd1G8M0vTlwjAKqBYF1aZgsqmYHAr2URZc462MnpdHtFGj7s2WIV/hc6AtXLiQSy65pMv7v/3tb/M///M/3HjjjTQ3N/OrX/2KX//6173ez7p163jiiScAuOiii3juuedSbY2mTp3KggULOOWUU9i7dy+33HILl1xyCfn5+X36mXKBBHoiIxo2BjE5FEbN8aDHjD41MxVCCCHE0GFoENwXo+AEByabQsPGILufasQ1wUrZHA8A0fo4WkhvneJpxWRTSUR0IrUaiikZ6CXCOu7DbCgqKGaFuD+BtdBMy+4oseYE3sNtaC06e59pShVMMTkUJn2nmPJzvIQPxLEVmLEVt3+tNXQDLaSjtehoLQmidRrx1utGAkad5WH0/Hxq1viJNXVddtNkVyg720vcl6Dpw06qfxrJKaR6zEhN2Qzti9O4KYR9lJmi01yMWZBPYHuEwPYo0SaNRDAz61wMQ8HI0Yxeb8dlNncfknzve9/jjjvuoKWlhTfeeKNP4/rFL34BJHvW3n///akgr01xcTH33nsv3/zmN2lqauLhhx/mhz/8YZ/2lQsk0BMZU/tGC6pVpewcL1Uv++TslRgWDsqIxQ8xtcfomO1LX4+nNCfX6yXqGtqfkuj45aJtbaDqdLbf2JYhdDpQ3fHkMr7WxxlpY0oE+16CXIg2plEl7f+JJz/Htdq6LI1G5LqqV3zkHW2naKoLz2R7clpkxEC1qqhWsHiSX6Tj/gQtu6K07IjiGGPFmm9KZfD0uMHuJxoZsyAfW3FrFs5lwj2hfVbE3mcbSIR0Ck5y4BprJRE1MAwDk0PBmmci2qjR9FGIuD+RDO5C+iHrBlS+2Ez5XC/jvlFAtE5DC+ro8WTAFq3XCFcnp5SWzPRgsqvsX9Hc62btkQMalS/48B5lp/BkJ57D7UCyh5++xwy7e3mwRziz2YzdbqelpYVoH9aft7S0sGbNGgDmzp3LmDFjOn3c1772NbxeL36/n+XLl0ugJwQABhxY46f8gjwqzvey/0Uf0bruFzcLIYQQYojSwfdphMCOKHlH27GVWHCOtRALJFDNCoqSXJ8XDyRoeDtIImIQ2t9+IrjwFCd5U+zkHW3HUW6h6h++ZEEXHfKm2Cmd5WndTzJqc0+yYS+xEG9JkAjpBHZGqX8r2OthxxoT7H2mCffhNpwVVkz25LRPk10lb4odRVVSU08PrA10WEfYG/6tEfxbI5hdKt6j7RSd6sJ7mpuYM8yB1QH0eN8yfDoKOrmZ0RuIca1Zs4b6+noAjjrqqF4/f+PGjakAcfbs2V0+zmq1Mn36dFatWsXGjRuJx+NYLJYuH5/LJNATGWXoUP2qj9EX5jN6Xh77VjQTb5ZOpCK3mTzJLxKJQODQD+wka9cZPZxce6c0NLbf1rp+Ln3Nn6F1suYv0baNSOo2JZFs7msYeusFaPtikNZHr6fjE6Izqddm2mtKb81Ep79uTeVlyfvSstN6tP31mgmqw5FqL6l63MlhHajN6D4Gm7mkOHVdq6vP4kgGhh41WguyhbGVmik+zQVGslJlpC6OrdjMhG8XEWvSMPTk+j5Dg7gvgcmukn9CchZDxfl5QLKgiR7T0YLJAiujF+Rjcauo1uTavMb3Q5R+xU0i0vdpkIYOgW1RAtsOzg6p1uQ6O3upGS2kJ6uKZ4AW1GncFMLiNeE60Y2j3ELF/DyqXvL1Odgb7gKBAPv37+eZZ57hvvvuS93+n//5n73e1meffZa63l2geNRRR7Fq1So0TWP79u1MmTKl1/vLBRLoiYwztORUjjEL8hl9YR77n28eck1IhRBCCNE30VqNyheTJwkcFRbKzvZgsqmEqmIoioLJmaxUaZgNbEU2ok0a9mILocoYzZvDOCsseI6wY/G2f021FR78lXXULA+xJg3/1syeZIDWtg37klU7B0L9+iBlU4qINyewFpgoP89L5Upf90/8kqFQddPv9x90u81mw5ZWqKwzv/rVr/jRj37U6X0mk4n77ruPmTNn9npM+/btS13vatpmm7Fjxx70PAn0hEijRw0qX/Ix5qv5jL4oGez1tempEANBdThS1xVvMqOnpmcywv1vFZJobGrfn7W1GW/6gvO29XWdZOLSqx0qqpKszJkwIJFcd6K3rseTqogiU9rWjHaaOUuv7upxAaA67Knb9B270jaUgRN7hpFaX2UU5gNgVtvHoFXX9H8fg8TkTmYk9TGlqdvMrZ8HWmVVVsY0mMJVcXb9pZHi010UnODE0A2ijRqKCma3imICrUUnFI3hKLMQro6Tf7yT4J4oTR+FSYR1VLuK2a5QOsuDydH+Oqh/J0giNPROJOtxg4ZNIRwnWvBtCZM3xUHeFDsNnw6/z/P0gAngrrvuYtmyZX3a1pw5c/jDH/7Q56ArkDZrx936vuyKy+VKXc9kk/bBJoGeGDCJkE7lymbGLsxn9Px89r/QjB6TYE8IIYQYaeo3BGl8L5SM4eMGZrfKxH8vounjEN4j7JjsKpHaOEWnumjYGKTxoDYGCeyl5lSQFw8kaP44THDP0K3wHa3ViHwQpeAkJ8H9MYqnu/DtCUIvYoqhUHVz3759eL3e1O3dZfMArrjiCs4//3wAQqEQW7du5c9//jNr1qzh0ksv5U9/+hOnnXZar8cUibRnf61tJ1+7kD7OcAZO/GaLBHpiQGkBncqVycxexQV5VL7UjCH1WUSWpPcHI63ipdGWHUuvsNmWwcjQure26p1KJ5U2O5WWQcFkAgUwKWBSwQBTa5bDSF+jl9bTz2hdcJ6JzKQQ6e8D44u9AOhpr2X1+Pb1LvpHW/q9Oz0SSfWoNFUdAEDz9X5qW3+YDz8sdd0wJ9coJj77vNfbSbRmA0x7qlO3aWnZ/pEk/WSv1qIT2Bkhb4qDpg+CxJoS5B3jQAvpNH7QsYKw2Z38TIz5Eux5srHD/UNRw7shTE4Vz2QbiZhB8Vfc8Gq2R5VZXq/3oECvJ4qKiigqaq9aPW3aNC6//HLuuecebr/9dubMmcOKFSs499xze7Vdu719FkKsmx6z6VU9HWkzgIYatfuHCNE/saYElS/7sBWbqbggD0u+qfsnCSGEEGJYO/BaAN+nYYqmuik/Nw9bsZma1f5O2yJorVM0ldxMYPXZgXUBQpXxZPP5MYfOMn1Z2xq9XL1k2m233cb06dOJRCJ897vfRdN6lznwtBZeg+6nYwaD7ZVcu5vmmcsk0BODIlqrUfWyD2uhmQmXFjJqjoccrQgshBBCiEFgJJJTOg+8HiCwM8reZ5q67MEbqdGo/qefA2u7qY481OhQvcpHvClBIjb01hsOtgULFgCwd+9eNm7c2Kvnphdg2b9//yEfm1645cvrDIcSmbopBk24Os7uvzbgOcJO6Uw30SaN5o9kWpkYPIq1feqmklbYoW2aY3qT8rbCFEas/UtHJgqfpDdJby9Zn9ZyoXW6mmpp/3hWzGYUBRSTGcVsTp7tbl1foNjT1jsk0qbXdTMtRQj40nTmTnT2mm9rpZDeLiBc1l64wFGVvL0/LQQUsyU1Fbmt8NCgSJsyXXdGe/EUw5Q8M1m8c3fqNr2X77HECJ2u2RP+bZEetTBo2dn7JtlDgaFB1cs+Si90df/g9OcNgTV6mVZc3P65s2fPHmbMmNHj56YXcdm6deshH9t2v9lsZvLkyb0cZe6QjJ4YVEYC/J8lG4cWnODs/glCCCGEEMNcImJQ/ergrkMdiiorK1PXezulcurUqakiLOvWrevycbFYjLfffrvDc4YiyeiJrAjujpE3xYHZpaIFZaqCGFhtmTM9lJYZSDtzb8prXSg+ZlT73a3dmpX9B1K3JTJcDCKVvUv7I6KY1IPGDKBYrcl1KTYrOOzJjF5ba4b0t4857TkWS4ftGD0tBCNGDNXb/kVJaS1U0NYkHQ6dxU7P2Dk+tXV6e6/HY7ej2m2YSmyphul6fbIxe6ZrNjde1Z4JsDcn30jO5e1TwYKj2zMSemvisz2XANrcUwFoqWjPiuY/viHDoxQjiebv3fchI4f76A1ERk/XdZYvX576/zHHHNOr53s8Hs4++2xeeeUVVq9ezf79+zvtp7d8+fJU/79Fixb1b9BZJhk9kRUmp4phGCSiEuQJIYQQQoxkjzzyCPF41yeWdF3nlltuYfPmzQB85StfYdKkSQc95rHHHkNRFBRF6bJX38033wyApmlcf/31JL50ArS+vp5bb70VgPz8fJYsWdLXHyknSEZPZIVztIVorSatFsTAScvYdbYOydA75geUcHp7heTZyPRHtWXHMpYZaytZn1a6XlFbP5bT1hBibm2voOuphul09gfRSBtt6/jTM3qdDkGyfCOaEW5fF6W0lhDXw92vlfoybX9l9w/qAdXjRnE6oTGQevO1rYVTTzm2w+OVeNqaV1+yip7hay/WkWhu7vAcc2vZdt/c9qp6IUtyO9732osuJE5or8oX9bVmLM3tX5v2z0lm4m1pS+/yu/zJhMg8g4M/9nNJb4f1gx/8gP/6r//ikksuYcaMGUyYMAGXy0VzczMffPABjz/+OB9++CGQzMz94Q9/6NO4zjrrLC699FKeeuopXnjhBebOnctNN91ERUUFmzdv5uc//zl79yZbyNxzzz0UFBT0aT+5QgI9kRVmj4lYs3zBFEIIIYQQcODAAf7whz8cMog78sgj+ctf/sIJJ5zQ5/088sgj+P1+Xn75ZV5//XVef/31g+5XVZU777yTa665ps/7yBUS6ImsiPsS2Evl5ScGjqK2rw9QWitYHrTeKC2Lpre0ntlvaT/D35mByn6lb9eItFYATaumaUSioIDh86M3NGMYoNha7087nWv42zMQqWqc6ZlNW+txiKVnA+WEy0imh9srHxsHklMszOPTSom33q8dqB2c8QRaMEJmtNq6Dln3A9Pbmy43H5N83R71v/7UbfFxyRV0oVGjU7e5/v52l/sa90D736CmI5PVDuvntPfZ8vyj/TNk7PaOFaInvNS65vetD7vchxA9ooCtyIzNo8IXPX+ajoKSo72q9F6O6+2332b16tW8/vrrfP755xw4cICmpiacTifl5eWcdNJJLFq0iIULF/a7OIrD4eCll17iiSee4LHHHuOjjz6iubmZUaNGMXPmTG644QZOP/30fu0jV8g3bZEVvi1hvEcW4JlsI7BjeJZLFkIIIYToiq3ETOHJDhwVVlSLQiwW61WgN5wcddRRHHXUUdxwww193sbixYtZvHhxjx//rW99i29961t93t9QIIGeyIrIAY2WXVEKp7oIfBE9uHKgEBlm6Hrrv52vGuhpfzzVZu9wW6qXVvo6u9Y1gelZxdTj4+0LUztdP2e0jTXtTZFIgAJ61IwejWHoBkrbdtL2e1D2rjVLmN47sG3d38EZPSGSUu+D9PWfntaqnN1k9PrSj68zeiSCHun85F/ZG43tjzMXApD4+LP2B8w8KbmvtG825kkTANB27U3dprX2szOtbV9cV9p4FAAtk9uzhs7l76T9AMn32UF/qg6RyYufN7XDbY5t7cdQ272ny+eKkcFRbsF7VB5xX4KGTUEiB+KEGnq3PnYk9tETvSNVN0XWNGwMYvGqeA+3df9gIYQQQohhwHOYlZKvuAntj7HvuSaaPwoTqdHQYzlaWUUMWZLRE1kTa0oQro7jnmTDv02mb4rMSs/eKVpmyru2rXtT0irv6Y2tGb30bFprpk51u9of17YWKi2jpzpaM4Tp6+xaM3FGNO09oaigKqhmM6rZjGEYqUxielZQdTnTntP12dT0TKN8rRBfplVWpa53lsVuc9BrL21N6e4fHA+AnraMZvyP3+r3uBKbt6auj9rc8X7L1n0A5H+edg5b67gGtbPquWprv0zPnvafPWH0fapJ/XHtGc6Wycn3/NH39HlzYpjxHuMgXBOn5p8B+vEyQzcUlBzNnOVqf7+RRjJ6IquCu2M4xlhRLPKBIIQQQojhzzAMdE1Os4mBJxk9kVUtu6KUzHDjHGMhuCvW/ROE6AM1r3XdTXpVzbSz+al1dmlSa44OWnvX+pHZtm4JMNs6Vv8yAq3VL9OyHEonGbi2TF6qgiZAW/YxvRJnIgGGAhZzcs2dAWrbdtIydwetx+tiPSKAocg5PtEzevQQa4bSXkfh2VNS1y0nNwNQ+IDry89An31yh9ssH7VXn4ifehh6sR2zqTqV6NZ29Kw6hVbf2PHGtvdv+mu+kxSK1tDQo310RnW2Z9Lbsv7x9uKduHbJVy3RzuxWsRdbSNT3vziBYeRwH70cHddII3/tRVZpAR1dMzC7Dt3UWQghhBBiqHONs6Ko4Pusd4VXhOgLOc0kssLsUlFMgKqAcvDJViEywZTXXj2Pwnwg2QS1jR5o7zlHa7ZNdThSN7Vl74z09X2m1ueb209M6IXJ6n9qY1oPu7a1d572jIbSVkUz3P7H3WjLJKZl+ZTWDKGR1t9MMVuSiTuLGdoyemZHh+cepG1/clpVDJSTj0pd3T+7/XU4/nfJ16bp9Xc7PCVU1p4Bj+Yn30+lH7XfHymwEPWaqZxXllo/OvqvPqAHWbdDLXZKu88YwNaRSlHy82DSA7tSt+kNyeqeUlxaADgqLESbNAxNvviIgSeBnhh0nsk2ys5p/xIebdQIfC5ntoQQQggxfDjKLTjHWrHkmdDjOoqq4D7MRv1bQSw4ut9AN6S9guiOBHpi0BWc5CS4J0rTx2FMNoWWXTEp/SeEEEKIYaPwFCdFU11oIZ1Yk4bFbQYFGt4J4tsSoXh8/wM9IbojgZ4YVLZSM7YiM43vhwhXStNmMUgamwEw0puVW9oLl7RN2Uxvh9A23RNr2sdkUyC5HVv7bUq8dR5Y2nRO2oq2dDNtUmndr5JW3MVILxiTulEHujg7mt5GoZOWCkaofQqoEZf3nOidhqtnABAqa7+t4PPkJETvcx+mbhs96vjUdaW1EJBqbZ+m2XJhspl501Ht09XK3u74erSEdcwOnYq3G1Nvn9pFRwJQ9Gh7A/O21ghtDdEB9P2trRHS2p9wZPv9qcd9sKXDbX1hLipKXslvn6Fi1CWnlyaamzOyDzH0KCYomuai4AQnDRuDNL4f6vgYNTPZLsnoie5IoCcGjWO0hbKzvURq47R8IX3zhBBCCDE8mF0qBSc58RxuQ7Uo1L4ZwPeJLEsR2SWBnhh4Koyen4dztJVwdZzqV30yVVMMuO7OqKdnG5S28uhpbQ4MWzLjFylvz7ZZHcnbTP60P96x1qxEJO3kRVsqIhrv8Lj09gpKWwYxLdNmtBZr0dMbq1taP6oTBiT05PvHZBy8L4C0YjOpYix6ewkIPdTxzLIQPTHnovdT1zc+mGyRoJYUpW6zvbgxdT3VZP3Yw1O31UxPvjbHrm5vZWJZtQmA9Noo1pffxTKhAMVWlPo7Yb0k2cy8xnVa6nHlD34AQPjwkvYxeFrfx9t3p26LFSdvs/gz376n5YzJAARHtb+nR73YmkFvzvjuRA5TLAqjF+ShWlV8n0bwb4sQ9w1g1Z9W0jB9aIjFYnz00Ud88cUX1NTUEAwGsVgs5OfnM27cOI455hjGjBkzIPuWQE8MOGueCedoK00fhqh/u5NpaUIIIYQQQ5BigrKzPJidJvY+00jcL/VVBezatYsnn3ySV155hY0bN6KlV/DuRFlZGeeeey6LFi1i3rx5mM2ZCdEk0BMDLtaUILQ/hvcoO74tYfkQFDnHaM10GWmtD9pyYxZne+bP1Nh6oiK9NUNbFi39Q7x1rZxR314OPhFM7uOghultmbxE2nuirQz8oUrFA7rPn7yS9sdALSxI+5mSmQU9LFOHRN+pWjKttumPJ6Vuc/iSr81O15MCalHr67Del7pt4ovJ91HC1rOeqdq2HRita/3svzoVAPfqt1L3t707HO+3tzHQ6uqT+09rYG7f1bGJ+qG/bvWcb2LyZ4meEWi/8WXpCTuS2ErMjDrTg8Vjovqf/kH/fiMN03PP888/z//8z/+wbt06AIweHojq6mr+/Oc/8+c//5nCwkKWLFnC9ddf3+9MnwR6YlBUr/Iz7pICiqa6qFkT6P4JQgghhBA5quBEB0XTXEQbNPYtbyLWNPBTNUXuev7551m6dCmffvppKriz2+2ceOKJTJs2jVNOOYXS0lIKCwspKCggHA7T2NhIU1MTn3/+Oe+++y4bN25k3759NDQ08Itf/ILf/va3XHXVVSxdupTS0tI+jUsCPTEo9JhByxdR3JNs3T9YiEGgxw69ZkdpzdqZm9JKYPuTJyn05vZMhdK61i/VJB1SGbpES1rmr036uoXWxxnR9vV9bVkMlLT1doraoehm6nGxtHWA6Wv92m7vJjMoRBvFnFyDmp51Lvpbci0cUyalblNrm5NXXO2ZM9LXxHqSa08Tee3vHfWtj5PbTvT+y7B59aYu72vL4qVLX4uq7/ii1/vrKa31x48eaD8O2v7NA7Y/kTsKT3ZSNM1F4/shGjYF21PMgyyZ0cvNtXAjKaN31llnsW7dOgzDwOFwMH/+fL71rW8xb948rGn1AHpi586dPPHEEzz11FN89tln/PGPf+Rvf/sbf/nLX7jwwgt7PTa1+4cIkRmJiI5qy80PJCGEEEKI7pjdKvnHO2j6OETDxuwFeSJ3rF27luLiYu655x5qamp4+umnWbhwYa+DPIDDDjuMO++8k08//ZQNGzZw/vnn4/P5eP/997t/cickoycGjZEAxSSBnhgiWqtVGlUHOt6V3o+vNUORnqnQIz1rH6IHAh22l9pu+lo+VemyjZ6htWfx9GZ/+/WorM0TfaOWtVeyjE1IXtfvbM+c+Z6ZAIAl2H7K3vvXqtR1bdsOAMyj2qcaDcdJbaPvTq4ZbMuEghSUHg4UFbxT7NiLLZicanL2hJ4suqLaVKyFJvSoQfPH4e43NsCkj15uuO+++7j22mtxOBzdP7gXTjvtNF566SXef/996urq+rQNCfTEoLGVmIk3D8c/90IIIYQYDsrmenGNsxJt0tD8OqigmBWMhEHclywu17w5jB6VsF4kff/73x/Q7Z988sl9fq4EemJQKCq4xltz4gyYED2RCPSsaJDReu7CCPfstW2kZf6MQ6xXMtLuUkymZEZP0zDi8eS6jLRMXhvJ4omMSKvkuu+GZLb5BHv7urc9Rya/4JZ0M5NIO1Cb+bHloM7ei2Joco6z4p5oo+pVH8Fdme+9mGkGuZtFztVxjTSyRk8MCscYKyabSssXPZvSJoQQQggxWFSrQskMF6Gq2JAI8oToiawFenPmzEFRlF5d1q5d2+v9LFu2LGPb37ZtGxdffDH5+fl4PB7mz5/Pe++91+Xj165de9D2L7300m7Hu3jx4tTjhxNbsRktrEv5YSF6ytBTF0OLYyQ09GgUPRKV3nhiQO29uDx1iYUsxEIWmm4fm7pMei7CpOciFK7dm7oIMdSNOsuDyaFSu66Task5qm2NXq5eRPYNmYyeqqocfvjhWdv/5s2bOe2001i+fDk+n4+WlhZefvllvvKVr/Daa6/1aBtPP/00mzePzNLLZodCIiSlqYQQQgiRW0wOBfcEG/VvBYn75IS06J2vfe1rfPTRRwOy7Ugkwm9/+1sefPDBPj0/a2v0Hn30UYLB4CEfs2XLFv7t3/4NgLPPPpvRo0f3a5/dBVkTJ07s8r4lS5bg8/mYP38+N954I1arlUceeYQ///nPLF68mJ07d2KxWLp8PoBhGNx1110sX768T+MfykwOlURYAj0hhBBC5JZEW2GVIZP+aCWL9HLC888/z4oVK7jwwgv54Q9/yKxZs/q9zdraWh5//HF+/etfU1tby1133dWn7WQt0DtUUNXmL3/5S+r65Zdf3u99HnvssX163p49e9i4cSNTp07lhRdeQFWTnwSzZ8/G5/OxYsUKNmzYcMhfbHFxMfX19Tz33HO8//77/aqgMxSZnCqJoAR6QvSFkUgkG60bRut0zhH0F1QMGtVhB0BJ+6guXZ3sA6X8a0OHx3dsCiLE0OQck3ydawHJ5oneu+OOO7jvvvt48cUXWblyJaNHj+bSSy/la1/7GieffHKP++lVVlayZs0annjiCV577TUSiQSGYTBz5kwuvvjiPo0tZ6tu6rrO3/72NwDcbjdf+9rXsjaWyspKAGbNmpUK8tqcffbZrFixIvWYrtx444387Gc/IxqNctddd/Hiiy8O2HhzkcmuEq2XrwVCCCGEyC2eyTZiTRqh/UOsgmour4XL1XENgJ/+9KdcffXV/PSnP+Xxxx9n//793Hfffdx3331YLBaOO+44TjrpJEpLSykoKKCgoIBwOExTUxNNTU1s376dd999l9raZKVio/Vk7jHHHMN///d/c+GFF/Z5bDkb6K1ZsyYVPF1yySU4nc6sjaW0NNn09c0330TX9YOCvXXr1gFQVlZ2yG2MGTOGq6++mt///vesXLmSd955h9NOO23gBp1jDM1AtYycN70QQgxVrur2jLFdep+KYUwxQ8HxTrxH2Anukargou/Gjh3Lgw8+yLJly/jDH/7A448/TlVVFbFYjPfee4/33z90P5q24M5isbBgwQKuvvpq5s6d2+9x5exs5D//+c+p65mYttkfkydP5phjjuGdd95h0aJFrF69mjfeeIMrr7ySZ599loqKCmbMmNHtdm6//XYcDgcAS5cuHehh55RwTRzXOGuyF5gQQgghRJYVn+6maJqLhk1B6t46dN2IXGQYuX0ZiSoqKvj5z3/Ovn37WLduHcuWLePss8/G6XRiGEanl8mTJ3PllVfy6KOPsn//fp555pmMBHmQoxm9lpYWnnvuOQDGjRvHnDlzMrLduXPn8v777xMIBMjPz2fKlCmcf/75XHPNNRQUFBzyuQ8++CDnnHMOL7zwAi+88ELqdqvVysMPP4zNZut2/+Xl5Vx33XX8+te/ZtWqVbz55pucccYZ/f65hoKWHVEKjndiH2UhUjPEpkYIIcQIkAgEACjc2N7o3GhoTN6XlREJMXCsRSbyjrZT91YLzR+Hsz0cMcwoisLMmTOZOXNm6rampibq6upobGzEbrdTUlJCSUlJj9fw9UVOZvSeffbZVEXOyy67LGM95VavXk1jYyPxeJy6ujrWrVvH7bffzqRJk1ixYsUhnztjxgzWr1/PvHnzcLvdOJ1OzjnnHNatW8f555/f4zHcdtttuFwuYGRl9SJ1GoZuYCs0ZXsoQgghhBihrEUmiqa5GD0/n2ijhu+ToRvkZbtPnvTR652CggKOOOIIpk+fzoknnsjo0aMHNMiDHM3oZXra5nHHHcfChQuZNm0aFRUVxONxtm3bxt/+9jdWrVpFc3MzF198MS+++CIXXHBBl9s56aSTeOmll/o1lpKSEm644QbuvfdeXn/9dV5//XXOPPPMfm1zKLDkmVBUBa1FKm8KIUQu07bvHJT9KKZOTvwZPfsb0dlzjYTkHcWh2UvNjFmYjx41aNkdpWFTqKcvOSGGpJwL9Pbv38/atWsBmD59OkcccUS/tnfTTTexbNmyDrefdtppXH755TzwwANce+21JBIJlixZwo4dO1Lr6AbKj370I+6//34CgQB33nknb7755oDuLxd4j7CTiOiEKmPZHooQQgghRqCCk5zEmhPs/XsTDIcAz1Byt7plro5rhMm5QO+vf/0rup58933nO9/p9/by8/MPef8111zDpk2beOihh6iqqmL58uV8+9vf7vd+D6WoqIibbrqJn/70p6xfv55XX32V8847r1/bVFQlY1NcB4KjwpIM8gwFJYMThpM/d/JfMTjkmGeHHPfBJ8d8YJkPmwBAy9FFqdscL7+fPO7dHHNzSfI5wakTUrc53/wcgITPl9mBDnMj6nWugh4zUFCyunipq2OuGMrwCEBFzsi5QK+tSbrNZuPf/u3fBmWf11xzDQ899BCQbJcw0IEewA9+8AN+//vf09zczNKlS/sd6BWNz8eiDuw83/5wO11YSlUSEywZ3a6iKuRXeEBRMPQRWuJpkMkxzw457oNPjvnAMlUk16s7C9uLmdkm5JNf7gE45DE3FXk6PNc+Lg8APZCT5Qdy1kh6nVtbLBQf54apVqJ12evt29Uxj+sx2JW1YYlhKKcCvU2bNrFlyxYALrzwwm4rYWbKlClTUte7a3yeKfn5+fzgBz9g6dKlbNy4kZUrV/arIWLDnmbMSmaDqExqibQwZkEeMXsI/9bM9apRVAUMg/o9zcP+D1SukGOeHXLcB58c84FlbkkGZAeOcKduKxwzDr3ETuNbew55zJX9LQD4Dy9N3eZxt35n2Lx3AEY7fI2o1/lu0EujmCYqhKqChCqzUwW8q2OuGb0bTy63McjVcY00ORXopRdhycS0zZ4ysvRqvOmmm/jd735HQ0MDS5cuZf78+X3elqEbGEruvqvCVTF8W8MUTXeRCOu07MrcWj3DaP35h/sfqBwixzw75LgPPjnmA6ftT6/xpdt6dMxb7/vyc9PvEz03kl7ntetaKD/PS8X8PFp2Ral+1Z+VcXR2zLP1fVQMXzkT6MXjcZ566ikgWZnyUNUvM60tiwjJRoeDxePx8KMf/YjbbruNDz74gOeff37Q9p0N9euDqBaV8vOSH66BzyME98Uwsjd7QgghRJZodfUAjFrjSd1meByY7d2vFTO0ZOaj4J/bO2xPiEOJ1mvs/lsj+Sc4KDndjWpT0KNDNMAyOPhsRy7J1XGNMDkT6L3yyivU1dUB8K1vfQuzefCG9sADD6Suz549e9D2C3DDDTfw61//mtraWu666y5OOumkQd3/YNLjBjX/9BPcYyP/OAfl5+VhGAZxXwItqKPHjWShFkUh7k8QrdMIbI9gSMVsIYQQQmRQ2xq90jPc1L7Rgh6XyEQMPzmzYrkvvfMee+wxFCVZbbKzFgqbN29mx44dh9zGgw8+yMMPPwxAWVkZixYt6vmgM8DlcnHrrbcCyfG+/PLLg7r/bAh8HmXfs83sfrKR2rUthPbFSISTZaYMLVkRyznaQuksN2XneLM8WiGEEEIMN+GqOLVvBHBNsFF4ijPbw+mTbDdEz3TD9Pfff5+7776bCy64gLFjx2Kz2XC73RxxxBFcccUVGWtHtmzZslT80N2lreXbUJUTGb2mpiZWrlwJwLHHHsvJJ5+cke2+9957LFmyhDPPPJMLLriA4447jqKiIjRNY+vWramG6QAmk4kHHngAl8uVkX33xnXXXcevfvUrqqurqa8fOVNP4r4EcV8CtnV+v2u8lYoL8ig40UHTh+HBHZwQQohBoe1sLzOoqAq6v/tCbKrNDoARjgzYuMTw59sSwew2kXeMnYZNQVlKkkWzZ8/mjTfe6HB7LBZj+/btbN++nccee4zLLruMhx56CKs1dyvN55KcCPT+7//+j2g0WYmxp9m8nkokEqxevZrVq1d3+ZiioiIefvhhFixYkNF995TD4eC//uu/+I//+I+s7D9XBffEaPwgRPF0N+EajUhNdqpjCSGEEGJ48m0Jk3+8g4ITnTRuCmV7OL03TGactlW9r6io4Otf/zozZ85k3LhxJBIJNmzYwH333UdlZSV/+ctf0DSNJ554IiP73bx58yHvnzhxYp+3femll3LllVcyd+7crPW6zolAr613nslkymgPu3nz5vHwww+zYcMGPvjgAw4cOEBDQwOGYVBYWMgJJ5zA+eefz+LFi/F6sztF8Lvf/S6/+MUv2LdvX1bHkWsC2yMUnuTMaJN1IYQQQ4/qbJ9epxYms351c8elbiv8NNlywdh46C9uQqTTWnRiDRq2wpz4SjxiHXXUUdx9991cfPHFmEymg+6bPn06l112GV/5ylf4/PPPefLJJ7n22muZNWtWv/d77LHH9nsbXXn66ad55plnGD16NN/5zndYvHgxhx122IDtrzM58apev359n563ePFiFi9e3OX9paWlXHnllVx55ZV9HFn/zJkzp8elcm02G3v3Su+fL7OPsmDoBpFayeYJIYQQIoMUGDXHg32Uhap/+LI9ml7r61q4wdDbcbUt4epKcXEx9913HxdddBEAf//73zMS6A2kgoICmpqa2L9/P3fffTd33303Z5xxBldddRWXXHIJTufArw3NiUBPiK6oFgVDM2TevBDDgHnC+I43xttP4miVVYM4GtEbpmOPTF1Xwh37oKavs8u0VCZPa/9DYBQkWzIk0loxBCYm19i7Nw7YUMQw455oxXuknZrVfoK7M9ffVwyMOXPmpK7v3LkzewPpoerqal544QUeffRRVq1aRSKR4M033+TNN9/kP/7jP/jGN77BFVdcwYwZMwZsDDIhTuS0REhHtaqo1tw8YyWEEEKIoclzuJ1wTZzAjmi2h9I3Ro5fMiwWaw/Gvzy9MxdZrVYuueQSXnrpJfbu3cvdd9/NEUccgWEYBAIBHnnkEWbOnMlRRx3FL37xC6qrqzM+Bgn0RE4LH0ie7XdUWLI8EiFEfxkOW+rSckIZLSeUZXtIohvmIydjPnIy1XOKUpfG6WU0Ti8jOqEwdck0xWxpv4wfgzJ+DGp+Xuqi1Dai1DZStnxH6pK/9gvy136R8bGI4UtRQY/q2R6G6KF169alrh999NEZ2ebcuXMpKirCarVSWlrKnDlzuOeee2hqasrI9tuUl5dz22238dlnn7F+/XquuuoqPB4PhmHw+eefc/vttzN+/HguvPBCnnvuOTQtM1PZJNATOU0L6EQbNTyTbdkeihBCCCGGkXCNhmO0FbOr86/DljwTznFWLHm5mj1ScvwCfr//oEtblf3e0nWde+65J/X/r3/9633azpetXr2axsZG4vE4dXV1rFu3jttvv51JkyaxYsWKjOzjy04//XT+9Kc/UV1dzeOPP56akqppGq+88gqXXHIJFRUV/OAHP+i2Kmh3ZI2eyHn+zyIUn+7C4g0S98uZNyGGKmN3e1Vhe74DAL1u5PQOHYq0bTsAyDu8PWtn9fW+OJbqcHS4TQ933R/V0OIYenLul+ILAJBobD7ofiH6y/dpmPzjHFTMy6P6VV/qO4bJoVBxQR720vbZRIHtEeIBHTDwfx4l3pzI0qiHlrFjxx70/7vuuotly5b1eju/+c1v2LgxuQB30aJFnHrqqf0a13HHHcfChQuZNm0aFRUVxONxtm3bluqx3dzczMUXX8yLL77IBRdc0K99dcXhcHDZZZdx2WWXsW7dOr75zW9y4MABAOrr6/nd737H7373O2bMmMHtt9/OvHnzer0PCfREzvNtCVNwooPCqS4OrAlkezhCCCGEGAb0mEHli82Un+9l7MUF1KwOENoXo+wcL2aXSuVLPmKNGq7xVvKPd2ArVTA5FPKPdVC9OkBob5YLuAzQWriMaB3Xvn37DmphZrP1fobWunXruO2224BkRf0//vGP/RraTTfd1Gmwedppp3H55ZfzwAMPcO2115JIJFiyZAk7duzA0cnJqv6KRCIsX76cRx99lNdffx3DMFLV+idNmkRlZSXRaJT169dz0UUXsXDhQp544oleHUMJ9ETOMxLQ+F6Ikplumt4PEWuSs2hCDHXmnckKm5KjHxrsr7x3yPs7+66pWq3t1z1uAPRAS6/3rVVlvkCBEG1iTQn2PdvMqLM8VMzzEvfrWPNMVL7kI7QvGcj5tkTwbYkAoJih4vw8Rs/LI7g3Ss2aAHo0V6Ot7PN6vf3qVf3pp5+yaNEiNE3DbrfzzDPPMGrUqH6NKT8//5D3X3PNNWzatImHHnqIqqoqli9fntE+3++88w6PPvoo//d//4ff708Fd263m2984xtcddVVnH766fh8Pp544gl+97vf8fnnn/P8889z7733snTp0h7vS9boiSHBtzWCFtApmubK9lCyRwWLV02uJZAipEIIIURG6DGD6n/4adwUQlEhsDOSCvK+zNCgcqWPqld92EoslJ3tGeTRpg8mxy/9tGvXLs4991yampowmUw89dRTg9Y775prrkldTy8C01c1NTX88pe/ZMqUKcyYMYM//elP+Hw+DMPgtNNOS63Ze+ihhzj99NMByMvL47rrruPTTz/lkksuwTAM/va3v/Vqv5LRE0ODDg3vBik724u91Eykdng31lOtCo7RFswOFZNLxTHKgn2UJdlXUDeI1GrUv91CtFZDMSk4x1pIRJO3G3E5syhyU2drsvSY9K4aCoxE72dSqPl57c8vK05e6UNGT4jB0vheiMb3Qz0KUoK7YjQ6gpTO8qCoYMj0hIyqqqrinHPOoaqqCkVReOSRR/jqV786aPufMmVK6nplZWWftqFpWqqP3quvvkoikUhl74qLi/n3f/93lixZctC+OmMymbj55pv5+9//zu7du3s1Bgn0xJAR2BEl/7g4ZXO9VL3iI9Y4vKZwqlaF4tNdWPPN2EvNKKZkUJcI60RqNRo2BYnWa5hdKkVTXYxdWACAoRsoajLFF9wbo+oVX+7O2RdCCCFyWS/+fqo2FT1uYGTrb66hJC+5qB/jqq+vZ+7cuXzxRbJdyu9//3suv/zyTI2sR4wM/FLLy8tpbGxMbU9VVebOnctVV13FwoULsVh63jqsqKgIoNdtFyTQE0OHAVWv+hk9P4/x3ygkuCdK/YZQnzZlciigKJSd7UlW1VIgXBmj5rUAtiIzsUaNRMxAYfDO0hVPd+E5wk5wV5S6tyIEd8fQgp3vPLA9iq3IjLXAhGJSCO2PYc03UTEvj6JTnTS827fjIsRgOVTFRTH8xAuShQysaVk+eQ2IoUy1KeQfa6dlV1ROrmaQz+fjvPPOY8uWLQDcc889XH/99YM+jrb9A1RUVPRpGw0NDQCMGzeOK664giuuuIJx48b1aVuFhYXcddddvX6eBHpiSEkEdfb+vQnPYTYKT3Uy5mt5aJ+bYXf3zy2Z6cY9yYZqAtXavjzVvz1CrEGj8BQXh11RfNBz9LhB5EAc/7YI7kk2rIVmwCBcFScR1jE5VEwOlURYp+6tYJ+mTZrsCqVzPLgn2DiwLoD/s0j3TzIgWq8RrW8/s6O16DRsDFI83U20XqNll0yJE0IIITLNPsrMqDM9KKpCw8Zg1sZhGGQvm9iNvowrFAoxf/583n//fQDuuOMObr311gyPrGceeOCB1PXZs2f3aRuXXHIJS5YsYe7cuShK/zKvBQUFEuiJEUJPZrRadscoO9tDxYx8zJM1wjVxIjVxwjVxonUaRuvMTtd4KyVnuLF4kg1P6za0EPclUC0KetwguDsZEAX3xLCXmokHdFzjrbR8EcVRbiFvioOys71EGzSCu6IoJnCMtqJaFRIRnUTYIO9oB9E6LVWVK51qSb659fQgUAFbsRnvETY8h9sxDKh6xUdwT/+Cs6YPw8nF4XO9xH2J5DFQoOY1P7GG4TXVVQghhBhsrnFWys/zEq3XqHqlGa1FFudlQiwWY9GiRaxfvx6AG2+8kZ/97Ge93s5jjz3GFVdcAXTes2/z5s04HA4mT57c5TYefPBBHn74YQDKyspYtGhRr8cB8PTTT/fpeZkkgZ4Ysoy4Qc2qAGqjnYgRxj7KQuHJTlSrip4w0AIJFJOCxWMiuCdKw7tBIjXxLpuux5oSqdYN4apkM97IAY2mj8OYXSpaIP15B5/BG39pAXlTHJhcKkYCorVxQvvjFJ3mIv84B6pZIRHTMeIGhg5ml4qiKmjBBP6tEZo+CpEIZ+a0XM0aP97DbdiKzaAqOMdYGHdxAS27ojS9Hyba0Pn8bsWi4CizYCsxo1oVtECCSJ1GdJgXvhFCDDzrjhoAtOqaLI9EiP4pmu4iVBVProfPdow3BPro9dQ3v/lNVq1aBcBZZ53FVVddxSeffNLl410uFxMnTuz1sN577z2WLFnCmWeeyQUXXMBxxx1HUVERmqaxdevWVMN0SBZBeeCBB3C5+lbx/corr0RRFH72s59RXl7eo+fU1dVx6623oihKKtjsDwn0xJAXq9do3B3G0EPJTFmRGXuZGYvHhKFDrFEjsD3a9x3ofCnI66juzRaKTnPhPcKOalEw2ZMfCoZh4Ps0Qrg6jtmloloVFAXiLTpxX4JwdTzzH9I6+LdFYVvyZ1atCp7DbeQf72Tc1+0E90ZpfD9EpCYZwClmKDjRScEJTlRLMkupxwzMHhVFUWh8P5TVqSlCCCFELjDZFWyFZpo+8Gc/yBtmli9fnrr+2muvcfzxxx/y8bNnz2bt2rV92lcikWD16tWsXr26y8cUFRXx8MMPs2DBgj7tA5LZRUVR+OEPf9jjQM/v96eeJ4GeEF/Wydq1wRDaHye0vzn1f/dhNkx2hWidlvVWEHosGWz6tkTwHGaj4GQnYxcWEK6Jo8cM7KOSFT6bPw7j3xYh7mud4qlA/vEOiqe7MNkUav8lZdGFED2n1dZlewhC9J8C+cc6yD/ekVoCMtjfMbo0TKtuDqR58+bx8MMPs2HDBj744AMOHDhAQ0MDhmFQWFjICSecwPnnn8/ixYv71eg9V0igJ8QAaNnZjwziQDGSLSoCO6K4xlvJm2JHtas0bw7j3xrpuM7AgOaPwuhRg1FzPEQbOl+DKIQQQgxHtlIzpTPd2IrN+LdG0KMGge1RYs2y5j3TMtHOAGDx4sUsXry4y/tLS0u58sorufLKKzOyv0yLRJLfs6xWa0a2J4GeECNQcE+sx4Vf/Fsj2IrNlHzFTbRBI1onf+CEEEIMX6pVoWiai7xj7EQbNPY915yT69UVI3nJRbk6rlzXVoymrKwsI9uTQE8I0a26t1qwFZkpP9fLvuW+bA9HCCGEyDwF3JNslMxwoVoU6t8K0vxJOHcLnoic8pOf/KTT2++//35KS0sP+dxoNMrOnTt54YUXUBSFGTNmZGRMEugJIbqnQ/UqH+MuKaBsrodo14WwhBBCiCHDWmDCNcGGo9yCvcyMyarS8kWUuvUtaEGpuCJ6btmyZR365RmGwR//+Mceb8MwDOx2O7fccktGxiSBnhCiRxJhg+pVfsYsyMd5vI36L5qyPSQhhBCiTxQVSmd78B5pJxHTidTEafogRKgynpPTNDs1jNorDBfpaw3bgr6erD+02+2Ul5czY8YMbr75Zk444YSMjEcCPSFEj0UOaNStb2HyhXl4jrDi35qDRWeEEEKMOGaXSskZbix5JoJ7YjS+F8Q4RLxWNN2Fe7KNA2sD+D+PSLsE0W+6fvCLSFWTbao++eQTpkyZkpUxSaAnhOgV/9YoLcdEKDnDQ7QhQbRuiJz5FEIIMWypVgX3RBsAFo8Jz2Qb0QYNa56JRFinZVcstd7OOcZCwfFO6ta34N86hKtJS3uFnDZu3DgURclYBc2+kEBPCNFrTR+GsR2nJ4uzPNtEIjJC52gIIYTICbGmBKGqGBhQ/1aQ/OMcmL0q4Zo4qlWleIYLz+E2InUansk2gvtiNG8OZ3vYYhjbvXt3tocggZ4QoveMBNSsCjDma/mUzfVSudI3YufjCyGEyA7VqmBoBoYO7sNsOMosNH0QItqgcWBt4KDH2kcl2wS5xlkJ7Y9xYG1LlkadQbJGT3RDAj0hRJ9oIZ2af/oZfVEexdNd1G8IZntIQgghhhsV3BOsKBYFk1XFOc6K2aFiKTCBAapZwTAMFEXB/3mEhndDnW4mckBj3/LmwR27EFkmgZ4Qos/C1XHq3gpSeoabaJ1GYIcUZxFCCJE5ZWd68BxuP+g2//YI0XqNeEsCLZBAMSupdXgjimT0csJZZ50FJKtsrlmzpsPtffHlbfWVBHpCiH7xfRLGXmqmdLaHaJNGrCGR7SEJIYQYBoqmOXFPtlH9Tz8tO6OY3Spai5THFLll7dq1AB166K1duxZFUXrUXqFN2+O/vK2+kkBPCNFvtW8EsBaaqDgvj73PNqFHR9CpPCGEEBnnHGel8GQXdW+10LIzOVtEgrwvkYxeTpg1a1angVlXtw8mCfSEEP1maFD9qp9xFxdQdraXqlekOIsQQog+UqB4uovQ/hjNH0tlTJHb2jJ6Pb19MKnZHoAQYnjQAjrV//TjHGOhaKoz28MRQggxRLnGW7EVmql/R4p8HVJbH71cvYisk0BPCJEx4co49e8EKTzZhWti9hqECiGEGLryjrYTORAnWqdleyhCDGkydVMIkVHNH4Wxl5gpO9PDvuZmYk1SnEUIIUQPKeCosNKwSbJ53VGM5CUX5eq4ctHOnTupr69nwoQJjBo1KqPbloyeECLjDqwNEA/olJ/nRbXK9A0hhBA9Y/GaUC0K0XrJ5omhra6ujvvvv5/7778fn8/X4f4dO3ZwyimncMQRRzBjxgxGjx7NJZdcQnNzc8bGIIGeECLjksVZfJgcKqPO8mR7OEIIIYaIRETH0A3yjrKjWuRE4SEZOX4Z4Z599lluuOEGfv/735OXl3fQfdFolAsuuIAPP/wQwzAwDANd13nuuedYuHBhxsYggZ4QYkDE/To1awK4xlspPEWKswghhOieHjWofaMF1wQboxfkocgiIzFErVq1CkVRuPjiizvc99hjj7Fz504AFixYwO9+9zsuuugiDMPgX//6F88880xGxiCBnhBiwIT2xmh8N0ThqU6c46Q4ixBCiO75t0bY93wTtkIz3qMc2R6OEH2ybds2AKZNm9bhvieffBKAs846i+eff57/+I//YMWKFZxzzjkYhpG6v78k0BNCDKjG90MEd8coO9uDJc+U7eEIIYQYAmINCYJ7Y3gOt2V7KEL0SV1dHQAVFRUH3R4Oh9mwYQOKonD11VcfdN+VV14JwHvvvZeRMUigJ4QYcAdeD5AIJ4uzyDQcIYQQPeHfGsExyoJ7kswI6YxCe+XNnLtk++DkgLaiKqp6cLj1zjvvEI/HURSFc84556D7Jk6cCEBtbW1GxiCBnhBiwOkxg6p/+LG4VUad6c32cIQQQgwBwT0xog0azjES6Imhx+12A1BTU3PQ7WvXrgXgmGOOoaCg4KD7LBYLAGZzZs6KS6AnhBgU8eYENa8H8Bxmo+BEWXMhhBDi0Cz5Jqz5JmI+6cfaKUPJ7csId9RRRwHwj3/846Dbn332WRRFYfbs2R2e0xYUZqqfnkyiEkIMmuCuGI3vByma5iJarxHaH8/2kIQQQuQoz2QbeszAtzmc7aEI0Wvz58/n7bff5sEHH+Too49m1qxZPP7443z66acoisKiRYs6POf9998HYMyYMRkZgwR6QohB1fBuCFuxhbJzvOx9tgktoGd7SEIIIXKQNc9EtEnDkD8TncvlfnW5Oq5BdMMNN3D//fdTXV3NDTfccNB9p59+OmeeeWaH57z44osoisLMmTMzMgaZuimEGFwG1Kz2k4gaUpxFCCFEl8wek5wMFENWXl4eq1ev5uSTT041RTcMg5kzZ/L00093ePxHH33Eu+++C8DcuXMzMgb5iiWEGHR6zKD6VR9jFxVQOsvDgdcC2R7SkGZ2qXiPsqOFdLRAgkTEIBHW0UK6nFUVQgxZelTH7JKcRJcko5fzjj76aDZt2sSuXbuoqamhvLycCRMmdPn4Rx99FIAZM2ZkZP8S6AkhsiLWmODA2gDlc71E6zSaZQ1Gn1jyTIxZkIfZZULXDFRz+wJ4PW4QqY0TrokTqY4TqdXQY/LXVwgxNIQq4xRNc2EvNROp1bI9HCH6bOLEianWCV054YQTOOGEEzK6Xwn0hBBZ07IzSlNJiOLTk8VZwtVSnKWn8o51kDfFjq3QTLRRY+/f60lEDcwOFZNDxeRUsRaYcJRZyJvioOgUF4ZhEGtIEK6JE6qMEdwVy/aPIYQQXfJvjeCZbGPMV/PZv6JZgj0hemlE5sMrKyv5yU9+wtSpUykpKcFutzN27FjOOOMM7rzzTj755JNOn2cYBr/97W856qijsNlsTJ48mZ/97GfEYl1/WZozZw6KoqAoCiaTiU8//fSQY9u9e3fq8cuWLevPjynEkFD/TpBwVZyyc70yRaenVCia6gQdDrzuZ//zzSTCBuigBfVkRdO9MZo/ClP9qp9djzew+8lGate2EKmL4xxjoeK8PMYszMfskWMuhMhNesxg3/PNxP0Jiqa5sj2cnJP1pujdXET2jbiM3kMPPcQPfvADAoGD1wTt37+f/fv3s379egKBAL/97W87PHfJkiU88sgjqf/v3LmTO++8k/Xr17Ny5UpMJtMh963rOsuWLeOZZ57JyM8ixLDQWpxl7MUFlJ/nZf+KZoxMtkxSwOxW0eMGeiQ3//KoNgVrgQmTPRl0ta2vS4T0g46F2a1ScKId1wQbqlWh5jU/scaeHay4L0Hcl8C/Lfl/R7mF0jkexi7Mp3Klj1iT9KkSQuQgHaKNWurzUYihJh6Ps3LlSt5880127dpFIBAgkTj031xFUVizZk2/9z2iAr3f/va3fP/73wdg3LhxXHvttUyfPh2v10tlZSWff/45zz//PKra8cPklVde4ZFHHqGgoID/9//+H9OmTWPLli38+Mc/5h//+Ad/+tOfuPbaa7sdw7PPPstHH32U8Tm4QgxliYhB9at+xizMp+QMN7XrWjKyXec4K6Uz3Vg8JgzdIB5I4P8skpz+Y0DkQHxAynYrJjDZVfSYgR7vPLhULQquSVa8h9txjLagKJ03l01Ek8GealHIL8qjuQFC+2M0bOp5kNeZcHWc/c83MfrCfMYuyqf+nSCxxgTRRg09mpsBsRBiZLJ4TEQbZNpmB1KMJeetXbuWxYsXs2/fvtRthtH1wVEUBcMwuvxO0FsjJtB75513+OEPfwjAhRdeyNNPP43D4Ujdf8oppwBw8803E493XCfUVgb18ccf56KLLgLgtNNO46STTuKkk07i6aefPmSg5/V6iUQixGIxli5dyooVKzL2swkxHETrNWrfCFB2lpdIrYb/s0i/tuc5wsao2R5ClXFq32jBZFNwjbdSNNWFYkp+gCaiOuHqOImwjqIqoAA6RGrjtOyJkQj2PAq05JtwjbPiGm/FUWZJ7SPaoBHaFyNcE0cLJivIeSbbcE2woZggXBWndl0Lkdo4cX8C1axgcqqYnWrqX0VVMBIGMZeJyk0NGSuokggnp0WVznJTOtMDQHBvjKqXfRnZvhBC9IdrvBVbiRl7qYXQflnDLYaWTz/9lHnz5hGNRjEMA6vVyuGHH05hYWGnSaWBMGICveuuuw5d1xk/fjxPPfXUQUHel1kslg63VVZWAnRobnjiiSdSWFiYur8rBQUFzJ8/n/vvv58XXniBTZs2ceqpp/bhJxFi+Ap8HsVeGqb0DDexRo3IgYPP4Ko2BdWioAW7bhugmKDsHC/uiTb8WyMcWBdIPTawI4qyLoBqUTA7TbgnWbEVm7GXWNBjeuvzFTxH2CidpRCpjROp04g1aQT3xNr7OalQPM2Fe7INk1VBtSY/sHXNIFwZo+6tFrQWHdWm4Kyw4jncRsGJztQYo/UaDe8GadkRTf4saRKaQSKS6JCtU1QF8wQHRoZPahtxg4aNQTyTbRgJqHsrM9lUIYToD/dhNsrneklEdYJ7YwS29+/k37AkGb2c9vOf/5xIJILJZOJnP/sZ119/PW63e1DHMCICvQ0bNvDBBx8A8KMf/QiXq/cLektLSwFYt24d8+fPT92+efNmGhsbOfbYY7vdxh133MEjjzxCJBJh6dKlvPzyy70ehxDDXd1bLdiKzJSf62Xvs80kQjqO0RYKTnTiGmsFkus1ql7xdWikq5ih4vw87KMsVP3DR3B3x0JJhtYaTIW1LqcCqValPTs3yoL3KDslM5JVQiN1Gq5xVhzlFpo/DaO16OgxAy2YIFwd7xCIBT6PAsn1dapNwYgbxP251QDYPcmGocGuv2QuWyiEEH2mQOFJToL7YlS9JDMMxNC0du1aFEXhBz/4AbfeemtWxjAiVramFz/5+te/nrre0NDA9u3baW5u7nYbCxcuBODyyy/nD3/4Axs3buTxxx9n3rx5HbbblYqKCq655hogueZvw4YNvfgphBghdKhelfzDPunyIsZ/s4AxF+VjcigceN1P9as+FBOMnp+Hamufw65aFEbPz8deaqbypc6DvB4PIWYQ2BGlZk2AvX9v4otH66lb34Kt1ELJDDdml0rlSz7q3wrS/HEY/9YIoX0dg7x0WotOrCGRc0EegGpS0GO6BHlCiOxRk1M1C091MvbifKyFJho3BbM9qpyW7aqaUnXz0BobG4H2GCIbRkRG75133gFg0qRJlJSU8MADD/DrX/+azz//PPWYo48+mquvvprvfe97WK3WDtu4+OKLWbhwIc8//zw33HDDQfedffbZPSrEAnD77bfzpz/9iVAoxJ133snq1av78ZMJMTwlwgaVK314j7KjmBVq32ghXNm+PiPaoDFmUQEV5+dR9YoP90QrRdNcKGaFypW+jPdaMjTwfRrB92kExUzGp09mWyKqY7KrWLxqTgaiQohhToUxX83HMcqCFtaJ1MSpW+/rMH1fiKFk1KhR7N+/v9MlYYNlRGT0tmzZAsD48eP59re/zbXXXntQkAfw2Wef8f3vf59zzjkHn6/jNAFFUXjmmWf42c9+xqRJk7BYLIwfP54f//jHvPTSS5jNPYuZR40axfXXXw/AmjVreOONN/r50wkxPMWaEtRvCFL3r4ODPIC4X6f6FR/WQhOHXVnMqDO9hKvj7P1704A31B1uQR6Af1sELahTOsuT7aEIIUYgz+E2HKMs7H+hmV2PN1D9qp9ItRRf6Zah5PZlhDvrrLMA+PDDD7M2hmEf6Om6ngrc3nrrLZ588knKysr4y1/+QmNjI6FQiHXr1jF9+nQA/vWvf7FkyZJOt2U2m7njjjvYuXMnsViM3bt389Of/hSbzdarMd1yyy2pxZh33nlnP346IUauSK3GvmebqF7lY99zTdSsDnRYsyd6xtCg9o0AzjFW8o/vulCVEEIMhPxjHAT3xQhXSXA3kr3//vvcfffdXHDBBYwdOxabzYbb7eaII47giiuu4M0338z4Pp966inOO+88ysvLsdvtTJgwgcsuu4y3336739u++eabsdvt/OpXvyIYzM405GEf6IVCoVS/img0itPpZO3atfz7v/87BQUFOBwOZs2axWuvvZbqbff3v/+djRs3DtiYiouL+c///E8A3njjDZm+KUQfxf06LV/EZHpPBoT2x2n6KETJDDclX+l9wSohhOgL71F27KUWmj4IZXsoQ4+R45demD17Nqeccgp33HEH//jHP9i/fz+xWIxgMMj27dt57LHHmDlzJpdffjmxWN/X4LeJRCJcdNFFfPOb32TVqlXU1NQQjUbZs2cPf/3rX/nKV77CT3/6037t45hjjuHxxx9n7969nHPOOXz22Wf9HndvDfs1ena7/aD/L1myhCOPPLLD4xwOBz//+c+58MILgWSEP23atAEb180338wf/vAHfD4fd955J+ecc86A7UsIIXqifkOQRMSgaKqTxvdCJCKyml4IMXBMDoXi0134t0UkmzfCtbUpq6io4Otf/zozZ85k3LhxJBIJNmzYwH333UdlZSV/+ctf0DSNJ554ol/7u+qqq1i5ciWQbJ124403UlFRwebNm7n77rvZuXMnS5cupby8vMuZft258sorgWQdkHfeeYdjjz2W448/niOPPBKn03nI5yqKwsMPP9yn/aYb9oGe2WzGbrcTiST7r5x33nldPvbss8/GbDajaRqbNm0a0HEVFBTw/e9/n2XLlvH222/zyiuvcMEFF/R5e4qqoCgjbz508udO/isGhxzz7Bis4x7cHaP4NBfWQguRmpH9xUte64NPjvngy+YxLznDjaFD/dvBEfU77+qYK4YCvViBkMvVLXs7rqOOOoq7776biy++GJPJdNB906dP57LLLuMrX/kKn3/+OU8++STXXnsts2bN6tPY1q1blwoUL7roIp577rnUPqdOncqCBQs45ZRT2Lt3L7fccguXXHIJ+fn5vd7PY489lvpurigKhmHw8ccf8/HHHx/yeYZhSKDXG2PHjmX79u0AjBkzpsvH2e12iouLqampoba2dsDH9f3vf5/f/e53NDU1sXTp0n4FekXj87GoHauFDneKqpBf4QFFwdBz9NNumJFjnh2DcdwVM3iOsOP1OigYZRC3j+w1j/JaH3xyzAdfNo65yaVQcJwT5xgr9e+0UFiePyj7zRVdHfO4HoNdWRxYFrVl17pSXFzMfffdx0UXXQQkl1n1NdD7xS9+AYDJZOL+++/vEFgWFxdz77338s1vfpOmpiYefvhhfvjDH/Z6P+PGjct6EmZEBHpTpkxJBXqJROKQj227v6dVNPvD6/Vy8803c8cdd7Bp0yZWrFiRWifYWw17mjEr2Svfmi2KqoBhUL+nWb4UDBI55tkxoMddgcITHeQd70CxxNj7po/6j2S9jLzWB58c88E32MfcPcFK6XQPkUiQ/c/W0rKr/+uthpqujrlm9HIWRR/Wwg2aARjXnDlzUtd37tzZp220tLSwZs0aAObOndtlAuhrX/saXq8Xv9/P8uXL+xTo7d69u09jzKQREejNmjWLFStWAPDFF19w0kkndfo4v99PfX09AKNHjx6Usf3nf/4nv/nNb6ivr+euu+7iueee69N2DN3AyNX8/QAzjNafX74UDBo55tkxUMe9dLYb75F2mjeHad4cRmsZ2Zm8dPJaH3xyzAffYB5z9+E2FGD3k43Dsl1NT3V2zNuKB4rOpRdh+XIWrqc2btxINBoFkgVgumK1Wpk+fTqrVq1i48aNxOPxrPbD66thX3UTYNGiRanU6aECqeeeey71Jps5c+agjM3tdnPrrbcC8NFHH/Hss88Oyn6FEAKgaJqLvKMdHFgboH5DUII8IcSA8m+LoJgUrIUjItcwsIz2dXq5dhmIjN66detS148++ug+bSO98uVRRx11yMe23a9pWmpm4FAzIgK9iRMn8vWvfx2AJ598MpWyTVdTU8OPf/xjIBnFX3HFFYM2vuuvv56ysjIA7r333kHbrxBiZPMcbqPwZCd1b7UQ+Dya7eEIIUaA4J4Y0QaN8rleTM4R8TV0RPP7/Qdd2rJpvaXrOvfcc0/q/23f63tr3759qeuHqtsByRofnT2vPwzDoKGhgX379nW7nCwTRsw77Be/+AUlJSXous6FF17I7bffzr/+9S82bdrE/fffz9SpU9m/fz8AP/3pTwdt6iYkWzvcdtttAKmpo0IIMZAc5RZKZroJbI/Q/HE428MRQowUBlS97AMFRs/PQ7WOnGqbGZftPnk96KM3duxY8vLyUpf//u//7tOP+pvf/CbV43rRokWceuqpfdpOIBBIXXe73Yd8rMvV3lO2paWlT/uDZP2PRx99lFmzZuF0OiktLWXixIls27btoMetXLmSW265hZ///Od93teXjZi8+fjx43nppZdYtGgRlZWV3HPPPQedGYBk6dP/+q//4pZbbhn08V1zzTX88pe/TPUREUKIgeIcZ6X8XC+RmjgH1gW6f4IQQmSQFtSpesnHmK/mU3G+l8qXfBgDn9wQWbBv3z68Xm/q/zabrdfbWLduXSohUlpayh//+Mc+j6et3RokZ/AdSvpYw+G+nRCtra1l4cKFvPPOO92uwZw4cSILFixAURTmz5/PiSee2Kd9phsxGT1I9sb45JNP+OlPf8rJJ59MXl4eNpuNiRMnsnjxYt59911+9rOfZWVsdrudO+64Iyv7FkKMHK7xVirO8xLaF6PqFd+ILoYghMieWFOCqld82EoslJ3jBUns9V62M3Y9yOh5vd6DLr0N9D799FMWLVqEpmnY7XaeeeYZRo0a1attpLPb7anr6cVdOpM+zdThcPR6X4lEgosuuoi3334bVVX5t3/7N/6//+//6/LxxxxzDKeffjpw6JoivTFiMnpt8vPz+fGPf5xajzfQ1q5d2+PHXnfddVx33XUDNxghxIhmcqqMOtNDcG+M6n/6e9WYVwghMi1yQKP6n34qzvdSOtNN7Rt9nx4nhp9du3Zx7rnn0tTUhMlk4qmnnupz77w2Ho8ndb276ZjBYDB1vbtpnp15/PHHeffdd7FYLKxcuZK5c+cCcMMNN3T5nAULFrBhwwbefPPNXu+vMyMqoyeEECNZyekuDB0OrA1IkCeEyAmhvTEOrA2QN8VB4VRntoczpGS7sma3lTf7oaqqinPOOYeqqioUReGRRx7hq1/9ar+PWXoBlrbaHF1JL8CSXpilp5588kkUReG6665LBXndaWsB9+X1e3014jJ6QggxEpmcKu7DbNS91YIeHYC610II0UeBz6OYnS0UT3eTCOn4Po10/yQxbNXX1zN37ly++OILAH7/+99z+eWXZ2TbU6ZMSV3funXrIR/bdr/ZbGby5Mm93tfHH38MwEUXXdTj55SUlADQ0NDQ6/11RjJ6QggxAngm2zB0pI2CECInNX0YpumjECVnuHEf1vuCHWJ48Pl8nHfeeWzZsgWAe+65h+uvvz5j2586dWqqCEt6X74vi8VivP322x2e0xvNzc1Ae/DWE/F4HOh7Q/gvk0BPCCFGAFuJmWi9hh6TbJ4QIjfVbwgS2B6l7CwPjtGWbA9HDLJQKMT8+fN5//33Abjjjju49dZbM7oPj8fD2WefDcDq1au7nL65fPly/H4/kGzn0BeFhYVA71qntTV0701weCgS6AkhxAhgLTARa5QSm0KI3HZgbYBQZZzy87zYimWF0UgRi8VYtGgR69evB+DGG2/sUyX8xx57DEVRUBSFZcuWdfqYm2++GQBN07j++us7NC6vr69PBZj5+fksWbKk1+OAZBVNgDfeeKPHz/nrX/+KoihMnTq1T/v8Mgn0hBBiBFBUBT0u2TwhRI7ToXqVj3hTgop5eVi88lW1S9lun9CD9go99c1vfpNVq1YBcNZZZ3HVVVfxySefdHnZtWtX73aQ5qyzzuLSSy8F4IUXXmDu3Lm88MILbNq0iUcffZTp06ezd+9eIDl1tKCgoE/7WbhwIYZh8Ic//IHa2tpuH/+///u/rFmzBoCLL764T/v8MjlVIoQQI4Qi35eEEEOAoUHlKz7GfjWfivn57H++iURYTlQNZ8uXL09df+211zj++OMP+fjZs2f3qoXZlz3yyCP4/X5efvllXn/9dV5//fWD7ldVlTvvvJNrrrmmz/v47ne/y69+9Sv27dvHWWedxcMPP8xpp53W4XHbtm3jF7/4RSobeeyxx/KNb3yjz/tNJ4GeEEKMAHF/AkuefOQLIYYGPWJQ+ZKPsYvyqZifR+ULPllj/CWZaGMwUHJ1XG0cDgcvvfQSTzzxBI899hgfffQRzc3NjBo1ipkzZ3LDDTekmpf3lc1mY8WKFcyZM4ctW7YwY8YMRo8enbr/8ssvp7a2lsrKSgAMw6CoqIhnn30WRVH6te828ldfCCFGgGi9Rt4xjmwPQwghekxr0al8yceYr+ZTfp6Xqpd9GInunyeGHsPITGS4ePFiFi9e3OPHf+tb3+Jb3/pWRvbdmRNOOIF3332Xyy+/nLfffvug4i8ffPDBQT/3tGnTeOKJJ5g0aVLG9i+BnhBCjACxBg2zQ8VkV0hEcvxUqxBCtIo1Jqh6xc/oC/MYdZaXmtX+Xq//GtbkWOS8yZMn89Zbb/Gvf/2LF154gffee4/a2loSiQRFRUWcdNJJLFiwoMdN1XtDAj0hhBgBYs3J0+D5JzppeDuY5dHksLaFjIae3XEIIVIiNXFqVvspP9dLyVfc1L3Zku0hCdFrM2fOZObMmYO6T1maL4QQI0CsKUHTxyEKT3RicslHvxBiaAnujlH7Rgv5xzooPMWZ7eHkhmxX1cxg1U0xMOSvvRBCjACqVcE13kasWSMRkmxVVxRVQVGVZGZPUSFDC+KFEP3n3xqhfmOQoqkuvEfbsz0cIQ5JVVXMZjNbtmzp8XN27tyZel4myNRNIYQYAdwTrVi8KnuebJQzrUKIIavp/RBmh0rpTDeJiE5wVyzbQ8oaqbqZ+/paZCZTxWkkoyeEEMOcfZSZghOdRA5oxP0jO5unWq2pSyprl8ZIJDASieQaPUOHDP2xFUJkTt1bLbR8EaXsbC+Ocku2hyNExmWqvYIEekIIMYy5xlkZ89V8DAPq35YCBkKIYcCAA68FiNTEKT/fi7XIlO0RZUe21+DJGr2Mq6+vB8DlcmVkexLoCSHEMGQrNVN+rpfy870Ed8fY+0wTkRot28PKOkM3UpdU1q47nWT+2tfw9eEihOg3Q4eqV/3E/QlGz8vD7JH3lshNPc3OBYNBfv/73wNw2GGHZWTfskZPCCGGEVuxGfdhNvKPcxD3J6hb34Lvs4icXRVCDDtG3KDqZR9jFhYw+sI89j/XPKL6hMoavdzSVaPzc889F4vl0FOMo9EotbW16LqOoihcdNFFGRmTBHpCCDFMeA63UTrHAzqE9sWoWe3HSGR7VLnF0OI9epxiMiUrcJpUVLMZwzDQYx2LPiim9iljRqLjwVbU5JlcQx+B33qEGASJsEHlymbGLsynYl4e+1/0YcTl/SYG3+7duzvcZhgGlZWVvdrO9OnTueWWWzIyJgn0hBBiGHAfZqPsbC++rWHq3miRft9CiBFDC+hUvuxjzIJ8Ks7zUvmyD0bCZ2Aur4XL1XENoO985zsH/f/xxx9HURQWLFhAfn5+l89TFAW73U55eTkzZszgrLPOylgxFgn0hBBiiFNtCiVfcRPYGaV2rRRcyYi2HnqpXnpK5+vruouoU8+R1KoQAynWkKD6VT8V8/IoO9NDzZpAtockRphHH330oP8//vjjAPz85z9nypQp2RiSBHpCCDHU5U1xoFoU6tZLkCeEGLnCVXFq1vgpP9dLSUSnbn0w20MaWJLRy2l33XUXAKWlpVkbgwR6QggxxDnKzISr4yRCI2GukhBCdC24K0bdv1ooneVBC+k0fRDO9pDECNUW6GWTBHpCCDHEWfJMhPb3rMiIODTFnKyMpphMrTM3VVCVjmenW6dsdlrsRlooCJFVvi0RTA6V4tPcJMIG/q2RbA9pQEjVTdEdCfSEEGKIi9Zp2Evl41wIIdo0vhfC5FQpneVGj+q07OpYNTdTrAUm3JNs2ErMGAmDuvVBmWEhDpJIJNiyZQu7du0iEAiQ6KRK85ddfvnl/d6vfDMQQoghLrgnRtk5XmwlZqJ10hS9P9paJBiJBIqqoMfjGFqiz+0ROmu5IIQYHHVvtmCyKow6x4v+im9AZj4UTXNSeLKLREQn2qjhrLChxwxCe2PJ2RaV8YH7XJY1ejkvFArxk5/8hIcffpjGxsYeP09RFAn0hBBCQGBnlMKpGvnHODiwVirNCSEEAAbUvB6gwqZQfl4elS82E/MlsBWbUc0KRsIgETVIhHW0lkNn4FSrgqEbGGkxW9FpLgpPclL/TpCmj0KgQ8GJDoqnu8k72gFAIqKz668NBz1PjAyhUIg5c+bw3nvvYRjZiXwl0BNCiKHOgNDeOI7RlmyPZOhLb5dgKGAYGFq8dxk9aWIoRO7QoXqVn9Hz8ym/IA+zo/M1tNFGjcb3QiTCOma3impJrs0N7IjiPdpOyeludM0gWqcRrolj8ah4JtupW99C8+b2gi9NH4bxb4ug2lSMhMGEbxXiOdyO/7MBWCcoGb2c9stf/pJNmzYBcPzxx3P99ddz8sknU1hYiKoOzlpuCfSEEGIY0DUj+cVECCHEQQwNql7xkX+8HfdEO9Z8E4mowYHX/WghHYvbRP5xDsrnetufkzBAgdJZHgB8n4WJNSZwjrHgOdyGokDNaj+BHdEO+0uEDRLh5LTt4O4Y+cc5BibQEzntmWeeQVEUZs6cyT//+U8slsE/GSuBnhBCDAOucVYitVJ5UwghOqPHDBo3hWncFMbkVBk9L4+iaS72PdtMrCFBcE8Ms0dFUUAL6RgaWLwqpXM8hCvjNH0YwkhwUPauJ5o3hxmzIB/XBCvB3ZktCCNVN3Pbrl27ALj55puzEuQBSA1oIYQY4kwOBVuRmZadHc8sCyGEOFgipNPwbhB7iQVrkSl1uxbQifv11Hq6uF+n8gUfje+FOm+l0gPhqjjBPVHKzvbinmjNwOjFUOFwJNdpjhkzJmtjkEBPCCGGOEVNTtmUxf5CCNEzwX0xtJCO90j7gO+r+p9+gntjlJ+XR8UFXix5pu6fJIa8Y489FoD9+/dnbQwS6AkhxBCnBXW0YALPEbZsD0UIIYYGHQKfR/Acbh/wb8OGBjX/9FO9yoe1wMy4r+dTeKoDxdzPddVGjl9GuKuvvhrDMPjrX/+atTFIoCeEEMNA/YYgnsl28o93ZHsoQggxJPi3RTA7VFzjB2dKZcsXMfb8XyMN7wRxjbPhPVymcg5n3/rWt/jGN77BM888w69+9ausjEGKsQghxDAQ2BEl75g4nsk2mj/uXbEAIYQYiWJNCSK1cbxH2gnuymyhlK4kC7pEMM4yUK39y+hJMZbc9sYbb3D11Vezb98+br31Vv7+97/zzW9+kyOPPBKn09nt82fNmtXvMUigJ4QQw4DZreIot1C3oSXbQxFCiCHDvzVCyRluTA6FRHhwohNbkRnVohKp7WOFFzEkzJkzB0VpD+bfffdd3n333R49V1EUNK3/C+9l6qYQQgwDSuunebROKrIIIURPBXZEMXTwHDHwRVnauMZbSMR0wgf62RIn22vwZI1etwzD6PMlEySjJ4QQw4DeemK434v7hRBiBNFjBsE9MdwTbTR/NDjT3m1lFqL1GuiDsjuRJa+//nq2hyCBnhBCDAdmZzKlp0flm4MQQvRGrEHDUTF4haxUs4Iey0DGJpczZ7k6rkE0e/bsbA9Bpm4KIcRw4J5gJRHRicjUTSGE6JVERMfsUFEGqb2dya5gaBIJiYEnGT0hhBgGnOOsBPfEZCqQEEL0knuyjVBVDGMQaqNY8k1Y881Et/T/pJzSeslFuTqukUYyekIIMdQpYC0wJ9d8CCGE6DFbqRlnhRXfJ4OzPs811oquGYSr+1mIRYgekIyeEEIMcSaHimpWiPukVLcQQvSUyaFQfq6XSG2clt2D00fPWmgi1qRhJDKQa5E1ejnjJz/5Sca3uXTp0n5vQwI9IYQY4gwtWYrZ7B2kBSZCCDHEKSqUn5uHokDVq/5Bm/aesUIsIqcsW7bsoJ55mSCBnhBCCPSYQcvOKHlT7IM2/UgIIYaykplubKVmKlc0kwgO3uJmxaKgZ6gQi2IkL7koV8c1kDLV+w7IWNAogZ4QQgwDRoJBqxgnhBBDWeGpTvKOdlDzup9I7eCubbYVmQntiSJfwYeXXOiZ1xl5lQkhxDCg2hT0+Ag8hSqEED2kmKDkDDd5Rzuof6eFwLbooO7fVmLG4jHRsiuOy2br/wZljV7OyIWeeZ2RqptCCDEMWLwmItVSdVMIITpjL7Mw7pICvEfYqXnNT9MHgz/N3dK6jloqJHfuwIEDvPDCC9xxxx2cc8455OXloSgKiqKwbNmyjO2nbT1dTy5r167N2H6zIScDvVtuuSVjBzmTv8xt27Zx8cUXk5+fj8fjYf78+bz33ntdPn7t2rUHbf/SSy/tdryLFy9OPV4IIXpKtSokotJETwgh0jkqLJSf72XswnwSUYO9f28i8PngZvLaaK1rAU3ODH79NnL00gdlZWV89atf5e6772bNmjX4/f6+bUik5NzUzY8++ojf/OY32R5GB5s3b2bmzJn4fL7UbS+//DJr1qzh5Zdf5qyzzup2G08//TR33HEHxx133EAOVQgxwljyTZhdKnG/tFcQQghFTTZBzz/egb3YQrRBo+Z1fzLAy+aUQj25c1lP3b1JkyYxZswY3njjjQHdz+bNmw95/8SJEwd0/wMtpwI9Xdf57ne/i6ZplJaWUltbm9Ht9+eXuWTJEnw+H/Pnz+fGG2/EarXyyCOP8Oc//5nFixezc+dOLBbLIbdvGAZ33XUXy5cv79P4hRCiM8WnuYj7dVp2ZucstRBC5ALP4TZKznCjWhQUVSG4N8r+F5sJV+ZGc3LHGCt63EielPP2f3vDrerm0qVLOe200zjttNMoKipi7dq1nHnmmZkfXJpjjz12QLefbTkV6P3P//wP7777LkcddRSLFi3iv//7vzO6/b7+Mvfs2cPGjRuZOnUqL7zwAqqaTLnPnj0bn8/HihUr2LBhA7NmzepyG8XFxdTX1/Pcc8/x/vvvc/LJJ/dpLEII8WWOCgtNH4UxJKEnhBihVItCyRluwtVxgntihKvjxJtz50PR5FQpON5B4PMIhizR69T/+3//L9tDGHZyZo3evn37uPPOOwH44x//iNVqzfKI2lVWVgIwa9asVJDX5uyzzz7oMV258cYbsbVWWLrrrrsGYJRCiJFIMYHJpqIFcucLjRBCDDbvUXZUs0Ltv1rwfxbJqSAPYNRsN4YO9e8GM7fRbK/DG4B1eiKzcibQ+973vkdLSwvf+c53mDNnTraHc5DS0lIA3nzzTXT94GIH69atA5ILSA9lzJgxXH311QCsXLmSd955ZwBGKoQYaVRrsnCTHpO/qkKIEUqB/OMcBHZGB7X5eU+5JlhxjbdRuzaAHpHPajF4ciLQe/rpp1m5ciWFhYX88pe/zPZwOpg8eTLHHHMM77zzDosWLWL16tW88cYbXHnllTz77LNUVFQwY8aMbrdz++2343A4gOQ8ZCGE6C+zO7mqPxHOvS83QggxGGxFZixeE77PItkeSqdc461E6zWCe2MZ3W7bGr1cvQwFc+fOpaioCKvVSmlpKXPmzOGee+6hqakp20PLiKwHes3Nzdx4440A3HvvvZSUlAzYvvrzy3zwwQdxOBy88MILzJ07l9mzZ/Poo49itVp5+OGHU9MyD6W8vJzrrrsOgFWrVvHmm2/2+2cSQoxstmIzhmFIX6aRQlEPfRFiBLKPMmMkDKK1uVF0pU3eMXZKznDjnmQjfCC3xjZY/H7/QZdoNLeKhq1evZrGxkbi8Th1dXWsW7eO22+/nUmTJrFixYpsD6/fsv5X4ZZbbqGmpoYZM2Zw1VVXDei++vPLnDFjBuvXr2fevHm43W6cTifnnHMO69at4/zzz+/xGG677TZcLhcgWT0hRAbooCgKxhA5eyqEEJnmGm8jUqvlVEGqkpluSmd6cFRYCO2N0bAxg2vz2mR7DV4P1uiNHTuWvLy81CXThRb76rjjjuPOO+/kxRdf5L333uPtt9/m8ccf59xzzwWSiaiLL76YV155Jcsj7Z+sVt188803eeihhzCbzfzv//7vgDUJP+6441i4cCHTpk2joqKCeDzOtm3b+Nvf/saqVatSv8wXX3yRCy64oMvtnHTSSbz00kv9GktJSQk33HAD9957L6+//jqvv/76gJeOFUIMUwq4JlqTjdIl0BtxFFNrMy6jfdpuLn3RFWIweA634RpnpWZN7jTXdoy2kH+MgwNrA/i35uZ00sGyb98+vN72XhI9mQE30G666SaWLVvW4fbTTjuNyy+/nAceeIBrr72WRCLBkiVL2LFjR2rp1VCTtYxeLBbj6quvxjAMvv/97w9YE/GbbrqJjz/+mJ/85CdceOGFnHzyyalf5Kuvvsr//u//AqR+meFweEDGke5HP/oRHo8HIFVpVAghess52oJ7go26f7VkeyhCCNEnqlXBWmjC7FGhF+f7FRW8R9spneXBvy1CYHvuTAm0eJInYQI7kkGerdSM2ZX1SXRZ4fV6D7rkQqCXn59/yPuvueYalixZAkBVVdWQ7n+dtVfd3XffzWeffca4ceMGtN1ALv4yi4qKuOmmmwBYv349r7766oDvUwgx/OhaMo2nmBWUnOqKKgaFoR+UzRNiqDG7VCZeVsT4bxQy8dtFTP5uMeP/rYCiaS5Mjvaoz+xR8R6dXO9WMc/LuG8UMOmKYkpnuQnujlL7r0AWf4qOwtVxjITBqNkeRl+Yx7ivFTD+0sJkMNv6zVu1KrgnWXEfZuvz8tpsF1sZDsVYunLNNdekrrdV2B+KsvLVYOvWrak5ur///e9Ta9ay5ZprruGhhx4Ckr/Mb3/72wO+zx/84Af8/ve/p7m5maVLl3Leeef1a3uKqgzY1Ndclvy5k/+KwSHHPDs6O+7R2gSBHRFGzfFQPMPF3iebSESH+F/XHJKTr/W0z/lOx2Xk0Fj7ICeP+TCXzWNudppQLQotu6L4t0SweFVsxWbyjrWTf7yDuD+BYgJrXrLYSsyXIB5IEK6KEQjoBPfEifsTgJJTtYi0gE7tugDFM9yoFgX/tgjuiVYmfrsIQzfQQjpFFfn4/clBhypj1K8PYs9T4YssD14AMGXKlNT17npl57KsBHq/+c1viMViTJo0iVAoxFNPPdXhMZ988knq+muvvUZNTQ0AF110UcYDw2z8MvPz8/nBD37A0qVL2bhxIytXruTCCy/s8/aKxudjUXOnyfxgUVSF/AoPKAqGLl9wB4Mc8+zo6rgnvoBQE5TM8jL+bBv+LSN7PUgmDefXumJKfsE86OfKgYo+w/mY56psH3Ol1krZMR6MKh+JoIG+D4I14Jpowe6ygQaRTzSidRp6XCH51dWMGcgrdEDhoA+5ZzQIvGmgWkGPWIhHzVjyVAwdLHYVo9ZMaLOCYoGyWcWUHV2crEj5217sI63oSc7J1XH1kJEDn4eZkJVAr6206hdffME3v/nNbh//05/+NHV9165dGQ/0svXLvOmmm/jd735HQ0MDS5cuZf78+X3eVsOeZsyKJYOjGxoUVQHDoH5Ps3wpGCRyzLPjkMd9NySKoli8Kg17fTKbL0OG82u9rZDLwYFe9l84w/mY56psH/OmmmYmXl5EKN5CYHdan7ntgz6UgbW7/aqiKhSPz08d85qP63FUWDCXyGs+V2zZsiV1vaKiIosj6R9Z1UH2fpkej4cf/ehH3HbbbXzwwQc8//zzfd6WoRsYQ31CdB8ZRuvPL18KBo0c8+w41HFv2RmlfK6XUWd7qH41d6rPDXVD7bWumJMn/IxEWvnNzgK41r8XBz0uRwy1Yz4cDPQxt5WasRWZUS0KeszASBgoKlgLzbgn2dBjOpED2oj6nacfcy1kENgRRdvey157ktEbMA888EDq+uzZs7M4kv7Jyozmxx57DMMwDnlJL9Dy+uuvp26fMGFCxseTzV/mDTfcQGlpKQB33XXXsEkVCyEGV8vOKKH9sRFb2U0IkXucYy2M+3oB475WwKjZHoqmuhg1x8OoszyMOtOLe6KN0L4Y+55rJtaUeycdxNDz2GOPoSjJuhWdtVDYvHkzO3bsOOQ2HnzwQR5++GEAysrKWLRo0UAMdVAM6YzeY489xhVXXAEkg6Qv/0I3b96Mw+Fg8uTJXW4j279Ml8vFrbfeyg9/+EM2b95MdXX1oO5fCDF8qFaFeCD70+/E4FKtaeuz26ZkdpOpy8VMnhheVKtC2VleYs0JKlc2E6qMJ7M8CqhmBSNh5MJs4SEtl6tb9mVcb7755kFB2NatW1PXP/zwQx577LGDHr948eJe7+O9995jyZIlnHnmmVxwwQUcd9xxFBUVoWkaW7duTfXYBjCZTDzwwANZLxrZH0M60OvOUPllXnfddfzqV7+iurqa+vr6Qd+/EGJ48H8eoeQrbmzFZqL1WraHI4QYwVzjrZgcKjV/b0ILpkV0BujxHI1ORFY99NBDPP74453et2LFClasWHHQbX0J9CDZO3v16tWsXr26y8cUFRXx8MMPs2DBgj7tI1cM60APhsYv0+Fw8F//9V/8x3/8R1b2L4QYHnxbIpSc7sZRYZFAbwTRY+0FLNqKrEiqRGSbyaGix/SDgzyRWbJGr9fmzZvHww8/zIYNG/jggw84cOAADQ0NGIZBYWEhJ5xwAueffz6LFy/G6/Vme7j9NqwDvaH0y/zud7/LL37xC/bt25fVcQghhi7PYTYUk0K4ppcL+oUQIsNMdlX6eopeeeyxxzpMz+ytxYsXHzLTV1paypVXXsmVV17Zr/0MFTkb6C1btqzTRZTpcv2XOWfOnB4XV7HZbOzdu3eARySEGM4KTnTSsitKtFayeaJ7ignMHhOqVSHWqGHIy0ZkkMmukAhLNm8gKYaBkqNF/HJ1XCNNzgZ6QgghekEBS74J35ZwtkcisqinRVYsXpXRC/KxuJNTPRNRncD2KI0fhEjIVDvRT4pFwTnOSmhfrPsHCyEGjAR6QggxDChmBdWU7FElRHcKT3GBAftfaEbXDJyjrRSc4MAz2UblSz6idZLeEx2ZnCreI2xYC8yo1uTnTaQ2TqROw15qwVaUzBBbvMl/mz4IZXvIw5us0RPdkEBPCCGGASNuoIV0LPmmbA9FDAGOcgstO6OEq5LrOaO1Gr4tYSouyGP0RXlUvewnIms9RRrP4TZKZ7pBUYg2augRHUueCc/k5NpgI2EQa0qgmCHuS1D7rxbifskOC5FNEugJIcQwETkQx1luoTHbAxG5T+1YmFOPGlSubKZiXh7lcz3s+b8myRALANwTrYw600NgR5S6N1sOel2oFhL0DMwAAGDkSURBVAWzVyUR0kmE5fUymIZbHz2ReWq2ByCEECIzQpUx7KMsoGR7JCLXhavieI6wYfYc/DXA0KBmTQDFrFB8+tBtEjxcmewK9jIzzjEWVOvgvNGdYyyMOsdLy84oB14LdAj+9bhBrCEhQZ4QOUgyekIIMUzEmhIoJgVrvolYU8+KcoiRqeHdIGMW5DPh0kJadkVp2BhMTbNLBHWaPghReKqL+g1ByerlCM/hNsrOPrgVVLgmju/TMC1fRDF6+ZZXbQqucVas+SY8RTZCcQvBtOIpqk0h7xgHhSc7Ce+PUfN6IBM/hsgkWaMnuiGBnhBCDBORA3ESYZ2Sr7ipXuWXL+iiS1pAZ8/TTXiPtFNwgoOxFxewf0UzscZktODfHqXoNBfuw2z4P4sc9FzFDBavCWueCUu+CUueCWueGZNTQVEVEhGdRMRo/VcnEdIJV2tEauMgS7Z6TVHBWmQm/zgHkfo41f/wo5iSmT3v4XbKzvaSmKHj2xbBvyXco3VxjgoLZWd7MLtMaMEE+aMcmCbkEQ8kiNZrWDwmrAUmDMD3SZiGjUH53QkxBEmgJ4QQw4ShQfVqP+XneqmYl0flymbpjSa6ZMQNfJ+E8W+LMHZRPiUz3FSu9AHJrF7LFzGKprqwFSe/KqQCO3d7wZ9EVCfuSxBrThCp1dE1A5NdxWRXMbtUbEVmzC6V4tNUEjGdcGUc32cRQnul7H5PFE93kTfFjmpV0WM61av8aC3JiCvuSxDYFsWSZyJvip28o+wUnugkuDeGb0uY4J5Yx6yKCkWnuig4yUG4Ms6+5c0kwgYtE6AlFMA92YbFqxKpjeP7LJkplCmZuUvW6InuSKAnhBDDSLgyTuVKH2MX5eOZbMe/NdL9k8SIZsQNmj4KMWqOB5NDSX2xr1vfwqgzPThHWzA0iPkSRD6PEPMliDcniPsSJCI9+zZnKzbjHGvBPcHG6Hl5BHZGqVnjlyzRITjHWig40UnThyFavogSbdA6nZ4Z9yWo3xCkYWMQ92Qb+VMcVJyfzM75PosQ2h9Djxo4yi3kHWPHVmim4Z0gTR+FwQBFTa71i9RqhKXSqhDDigR6QggxzETrNCJ1Gp4jbPi3RWSthOhWaE8yw+aa0D5VMxHSqXrJl5HtR+s1ovUaTR+EcU+yUna2l+LTXdSvD2Zk+8OR2W3C0A3q3+7ZMTISENgWJbAtiq3YTN4xdgpPclI8LVlUx9ANwlVx9q1oJlorqf5hQdboiW5IoCeEEMNQ43shRs/Lwz3RSssXMk1OHFoiYhDaG6PgBEcyCzyAX9JavohR7wlSfJoL36cR4s1SOKgzFq+pxxnTL4vWa9Sua6FufQuWPBOKSUELSGVMIUYaCfSEEGIYCu2NkYjquCbYJNATPdLwbohxlxTgOcJGYFt0QPfl2xym4HgH+cfYqRuBWT1rgQnv0Xas+WZMjmQRGz1uEGvSiDUnQAfPZBvBvf37PRgaxBokkB6uZI2e6I4EekIIMUxF6zUc5ZZsD0MMEdF6jZYvohSd4iKwPTqg6+cMHQLbo3iOHHmBnvswG2Vne9BCOtE6jWhtAsMA1apgKzLjOcwGikI8kKB5czjbwxVCDGES6AkhxDDV/FGYinl5mN1qqlKfEIfS8G6Qcd8oIP9YB80fD2yQEdwbo+BEJ9aCkdX30TPZRrRBY99zzV0G04qJXvfFEyOQrNET3VCzPQAhhBADIxFJfotULUqWRyKGilhTguZPwhSf5sI5dmCzwZHaOEbCyE7WWU02IC88xYn7MBtm9+B9HUpE9OSX4EOce5EgTwiRCZLRE0KIYUqPJ0+pqlYJ9ETP1W8IYvWaqLggj/p3gjR/NDCZPUNLThe1l1vwbem6DYjZo+IcbcXiTVahDO6JEa3TOjzGWmBGj+rEmhLosUOnE0pOd5F/nJNETMdkTQZ5wT1R6jYEB744jAGKSd6TQoiBJ4GeEEIMU1o4mTKweExEDkg5ddFDOlT9w0/RVBclp7uxFZo5sDYwIFOxgvti5B/n6HSqompTKJ7uwnuEHcWkEPcnUK0KRae6iNTHkwGZAfYyCxZPexN3wzCIHNCoWe3vdMqyfZSZ/OOc1P4rgO/TCKpFwTXRSuEpLsZ/vYDmT8M0bgp1Gyz2iQLOsVZpGC8yRoqeiEORQE8IIYYpPWIQqY2Td6yDwI6BraIohhkDGjYGiTZqlJ3lQY/pA1I0JbA9StGpLjyT7cmej61c46yUzHShmBTq3wni2xLG0AAFXGOteA63YXKpKIpCyxdRwlVxInUaqkXBUWam4GQXYxflU/WKn2j9wSc57GUW9LiRyiLqcYPA51FadkbJP85B4SkuXGOt7H/RRyKU2bWtrvFWLB4TzVukyIoQYuBJoCeEEMNY/dtBxizIx3O4LVlJUYheaNkRpc6mUDrTQ2h/nOCezGai4r4Ege0RSma6USwKqglKT3QTc5gI7olyYF3LwcGWkSziEuwiI5Zo3WZwT4yKC/IY89V8qv/pPyiD5ii3EG3QOmQojQQ0fRim5YsooxfkM2ZBHvtXNGe095yjzEI8kJCWByIzDCN5yUW5Oq4RRoqxCCHEMBauihPYGaV4ugtFTu2JPvB9GqFlV5RRczyYnJn/2nBgbYBwVZzSM9wUTXOBWaH6H36qXvH3OaOWiBjsf7GZ0P4YFRd4KTvHg2u8lfzjHLjGWQl83vWawLhfZ/+KZlSryqizvH39sTqlhXVMdhXF1P1jhRCivyTQE0KIYa7+7RZMdhXvUY5sD0UMUQfWBTB0g9Hz8jB7MvvVwUhA1cs+tj9QxxePN1D7eqDLjF2vtqtB9So/df9qwV5qoeKCPIqmuwjuieE/RKAHoAV0DrzmxzXWSv4JmXvfBHfHQIWCk50Z26YYudoapufqRWSfnN8VQohhTgvoBPfG8Eyy4vtE1gaJ3tMjBpUv+Sg/L49xlxRwYE1mgrGDGMngLNPb9G2J4NsawexSSUQMjHjPvoGG9sdp/CBE8TQX4ap4h0qffRH3JQjuiuIst9DY760JIcShSUZPCCFGgGijhtkr88VE38UaE+x7tolwVZyKeXkUTXXCUOkSoCdPePQ0yGvT8G6QaING+blebEWZOTceOaBhG2UZkGmwYoQxcvwisk4+ZYQQYgTQWnTMThVFPvVFP+gxg+pX/dS/3ULBSU5Gz8/8VM6coienfyYiOmO/lk/+8f2fxunfFoGEQd4UewYGKIQQXRvGn85CCCHaRGrjKKqCc5w120MRw0DTh2EqV/qwFpgYf2khxae7sHiH51cKrUVn/3PNNG8OUzLDTfn53n59e9JjyabvzjHyXhT9o+i5fRHZJ2v0hBBiBIg1JAjtjzFqjoeGd4MoqoLJoRKuiROuimV+bZQY9sJVcXY/2UjBCU7yj3dQcIKTUFWMho1BIjXD6wVl6MlWJaGqOBXneSmd6aZ2XUuftxc+EKd4ki0ZMMoXYiHEAJFATwghRojqf/oZNdtD6UwPumZg6AaFJzvRwjq1awMZ75Emhj9Dg8b3QjR9FMI9wUb+8Q7GLizgwLoA/s8OXdlyKArtjXFgXYCys7zEfQmaPuxbcaNESEc1KahmBT0mi5lEH+XyWrhcHdcII4GeEEKMEHrUoHqVH8WczFCgg9mjUjrTzaizPez7exNxv6QXRO8ZGgR2RAnsiFI6003pGW5iTQkiNfFsDy3jAp9HseQFKZ7uJuZLENzVjxMkQ6WYjRBiSBqeE+qFEEJ0ydBITRfTAjo1/wyQCOmMOjOzzaHFyFS7voXwgTjl53kxu4fn14zGd0MEdkQoO8uLraT358ythWYSYR09KmkP0XfZ7pMnffRy3/D8BBZCCNFjetyg/u0gjnIL1kJpwSD6SYeaVX4MzaD8fO//396dh0dRpfsD/1ZX71s6KyEksssmg4DsCgLiAm7gMjqOXlRGxhlnwI0R+YGod67iOl4fxnFkVVEcrwgIqBBklxgQhKiAghBCIIGQ3vfuOr8/mpQJ6U7SW3p7P8/TD03XqarTL01XvX02SJTp2WxVu8UK93kfiq4PP6HVdJHDmYatnYSQ5EKJHiGEENhPeuBzCND3pinfSfT8LobTn5shVfO4ZEo25Nnp9wMC8wNnvjSDCUDHa/Vt7oapu1QBZZ4MxoORje8jRMRYcj9IwlGiRwghBBAA608u6Hsqaa09EhOeej+qVhkheBiKJxsi6uKY7PxOhjObLFDkS5EzWN1iWV7JQVkoRf4oLaxHXXCdoRY9Qkh80eWcEEIIAMB82AVeJYGmC63vRWLDZxNQtdoIr9GPouvb3uqVStxnfajf40DuFRrkX6WFRN70TXJ8oMWv29Q8lNyaDZ9dwNntkS/NQNLXxZ+d1iR6DB6N0Ut+6ffzGiGEkIh4TX44a7zQ91bC9gsttUBig/kCE7RcMiUbyg7StFtjDwDq9zngdwnIG6GFrrsCtuNueEx+8CoJdN0U4FUSnPvaBtc5H9znvLRuJQlKfYkcOJroWpB0QokeIYQQkeWwCwWjtZBqJPDZaakFEhteix8AwCvTtyOR+UcXbCc8MPxGBU2JHNpuCggeBtdZH87vscNr8ie6iiTd0Dp6pBWU6BFCCBHZjrmRP0oLXS8ljPscia4OSRNcGnbZDMbvEHC+zI7zZfZEV4WkIMdJ6klBYosSPUIIISLBy2A75kZWbyVMBxxg1AhBYkCRF7jdaGjZI4Q0J3jCawZL5rFwyVqvTJO+fSgIIYRExHjAAV4jQeF4PaQ6ukyQ6HBSIH+kFq6zXnjqKdEjhARXW1uLtWvXYs6cObjmmmuQlZUFjuPAcRzmz58fl3OuXLkS1113HTp27AilUokuXbrg3nvvRVlZWVzO196oRY8QQkgTHqMfNaUWdBijQ9d7cmGvdKNmszXsX5sJAYD8KwNjPk9+Ykp0VQhJL8m8Xl0E9SosLIxDRYJzuVy44447sG7duiavV1ZWorKyEh988AHmz5+PuXPntlud4oF+qiWEENKM/bgHx98/j5qvLFAWyNBpUhYksgwZaEViRmbgkdVbhXO77fCaqTWPENI23bp1w+jRo+N2/AcffFBM8saOHYvVq1ejvLwcixcvRvfu3SEIAubNm4dFixbFrQ7tgVr0CCGEBMV8gPUnNzz1fhTfYoBhgAr1e2mCFtJ2ygtj82xH3QmuCSHpJ93G6M2bNw/Dhg3DsGHDkJubi61bt2Ls2LExr9u2bdvwwQcfAABuuukmfPrpp+B5HgAwZMgQ3HzzzRg8eDBOnjyJWbNm4fbbb4fBYIh5PdoDtegRQghpkbvOB8HHAFptgYTJ7w7c7UmU1BpMCGnZs88+i4kTJyI3Nzeu53nppZcAADzP45///KeY5DXIy8vDggULAABGoxGLFy+Oa33iiRI9QgghLZJn85CqJDRjIgmb+5wXAKAskCW4JoSkIZbkjyRks9mwefNmAMCECRNQXFwctNyUKVOg1+sBAKtWrWq3+sUaJXqEEEJaVHCVFh6TD7ZfqPsdCY/fxeC1+qHIp5EihJDEKy8vh9sduJaNGTMmZDm5XI7hw4eL+3i93napX6xRokcIISSk7MtVUBXJcXaHDYy6bpIIuM/5oKREjxCSBA4dOiQ+7927d4tlG7b7fD78/PPPca1XvNA3LyGEkKDUxTLkDtWgfp8dzurU/DWTJJ7rnBfZl6sTXQ1Ckp5EzgGetpdPhclYLBZLk9cVCgUUCkUCahRQVVUlPg/VbbNBSUlJk/369u0bt3rFC7XoEUIIaUaml6DwGj0cpzw4v4dm2iSRc5/zgVdIIMviWy9MSAbLHqhKdBVirqSkBFlZWeLjhRdeSGh9rFar+Fyr1bZYVqPRiM9tNlvc6hRP1KJHCCGkCXk2j8IJevjdAmpKrUk7qJ6khoZJfKQaCa2lR0gIsiweWX1VwDdh7CSwwCMZXahXVVWVOKkJgIS25gGBhdIbyOXyFss2rqvT6YxbneIp7Vv06uvr8f7772PGjBm48sor0a1bN+j1eigUCnTs2BHXXnstFi5c2GqmzhjDP/7xD/Tu3RsKhQI9evTAf//3f8PjCd3GfvXVV4PjOHAcB57n8cMPP7R4jhMnTojl58+fH8nbJYSQiOn7KNH1vlx0/m0OJDIOZ76wQPAk6U0ESRl+V+AzxNMSC4SEpOupgOBNv+9bvV7f5JHoRE+pVIrPW7qHByBO2gIAKlVqtramfYveV199hXvvvTfotpqaGtTU1GDTpk1YsGABPvnkEwwZMiRo2WnTpmHJkiXi348dO4a5c+di165dWLduXbM1OC4mCALmz5+Pjz/+OPI3QwghcZJzhRq5V2hgOeKC9ZgbztMeMF+ia0XSgUQRSPDoRwNCQtN0kcN+KsxWoyRexiBZ66XT6cTnrTXy2O128Xlr3TyTVdq36AFAp06dcPfdd+PNN9/E6tWrUV5eju3bt+P999/HDTfcAI7jUFVVhWuvvRanT59utv/nn3+OJUuWIDs7G//7v/+LsrIyLFmyBEVFRfjiiy/wzjvvtKken3zyCQ4cOBDrt0cIIVHJv1KL3Cs0qCuzoXaLFY6TlOSR2JFqArcaPjtN20pIMFl9lVDmyWA7HsZMLCQijSdgOXXqVItlG0/c0nhillSS9i16t956K26//faQ2++55x787//+L2bMmAGTyYRXXnkFr732WpMy//nPfwAAy5cvx0033QQAGDZsGAYOHIiBAwfiP//5D/74xz+GPIder4fL5YLH48G8efOwZs2aGLwzQgiJkgQoHKuDtrsCtdussBxytb4PIWGSagI9XijRIyS47IFq2H5xw1EZXqLHIYln3Ux0BUJoPHPm4cOHWyzbsF0qlaJHjx5xrVe8pH2LnlTaei77pz/9SWyS3b59e7Pt1dXVAICxY8c2ef3yyy9HTk6OuD2U7OxsTJs2DQCwdu1a7N27t011J4SQeOGkQNF1emi7KVBTaqEkj8SNVC2B4GXUdZOQECQKDqpOMnA0MW3cDRkyRJyEZdu2bSHLeTwelJWVNdsn1aR9otcWUqlUHJzZeOBlg4KCAgDNPxAVFRWor69HYWFhq+eYM2eOeI558+ZFW2VCCImYRM6h0yQDVEVynP7cDNsv1F2IxA8TGDi62yAkKI4HeLkEvEICFm6jN2PJ/UhCOp0O48ePBwCUlpaG7L65atUqcQ3AyZMnt1v9Yo2+egFs3rwZdXV1AIDevXs3237rrbcCAO677z4sXLgQ5eXlWL58OSZOnAgAuOOOO1o9R1FREaZPnw4gMOZv9+7dMao9IYS0Ha/iUHyzAfJsHtWfmeA4RQuhk/jyuxg4noNUS7cchFxMni0F8zPYjruTdgKTVLJs2bJWZ7B/4oknAAA+nw9//vOf4fc3Xfalrq4Of/vb3wAABoNB7JWXitJ+jF4oVqsVp06dwscff4xXX31VfP2vf/1rs7K33XYbbr31VqxevRqPPPJIk23jx49vcXxeY7Nnz8Y777wDh8OBuXPnorS0NLo3QQghYZDqJOh0owESKXBqjQkeI61pRuLPcdIDv0tA9kA1zu1IzUWHCYkHTgp0vFYPj8mP83vtre9w8f4sicfoRVCvnTt34ujRo+LfG4+h++6777Bs2bIm5adOnRpR3caNG4e77roLK1euxNq1azFhwgTMnDkTRUVFqKiowN///necPHkSAPDiiy8iOzs7ovMkg4xK9F555RU8+eSTQbfxPI9XX30VV111VbNtHMfh448/xoIFC7BkyRJUVVWhqKgI9957L/7f//t/bRoHCAAdOnTAn//8Z7z88svYvHkztm/fjtGjR0f1ngghpC3k2Tw63ZgFwcdQtdoMn5UmxiDtQ/Ay1O9zIH+kFs5qD3UVJuSCnMtV4NUSVH9shNdMP7wtWrQIy5cvD7ptzZo1zSYzjDTRA4AlS5bAYrFgw4YN2LJlC7Zs2dJku0Qiwdy5c8XeeKmK+lEgsLD5wYMHMWPGjJBlpFIp5syZg2PHjsHj8eDEiRN4/vnnw174cdasWeLEL3Pnzo2q3oQQ0hbKDlIU32KAzyng1GoTJXmk3ZkOOmH92YUO4/SQ59KME4RIZByy+qthOuiIPMljSf5IYiqVCuvXr8eKFSswYcIEFBQUQC6Xo6SkBL/73e+wc+fOkF0/U0lGJXr3338/KioqUFFRgW+++QbLly/H+PHjsXXrVtx111345ptv4l6HvLw8sXvo9u3bqfsmISSu1MUydLrRAE+9D9VrzfA7k/zqS9JW7VYrvBY/8kem5sLDhMSSsqMUEhkHU0WYi6SnsWXLloEx1uZHMFOnThW3tyVR+93vfoeNGzeitrYWbrcbJ0+exIoVKzBixIgYv7vEyKium7m5ucjNzRX/PnToUNx333148cUXMXv2bFx99dVYs2YNrr322rjW44knnsDChQthNpsxd+5cXHPNNVEfk5MEBp5mmsD7DvxJ2gfFPDEiibu2mxwdxurgqPagZpMVzE//buGgz3qMMeB8mQNFE/XQdlHAfrJ5F06KefujmLc/TsJBliWF1+qE4P419hzjgDA6XHCMgUvS2S2TtV6ZJqMSvVCeeuoprFmzBmVlZfjDH/6AY8eOtXncXSSys7Px6KOPYv78+SgrK8Pnn3+OG264Iapj5nY2QCZJzTU+osFJOBiKdADHgQn0pdIeKOaJEW7cNV3lyBmkhv2kB96fBOSWpO5g8kShz3p8yJ0qdLtejZrNgR8fGqOYtz+KefvjJBx0WVoIWTLkdfn1da/gAY4nrFokDVGid8HNN9+MsrIynDx5EuXl5Rg5cmRcz/foo4/ijTfegNFoxLx586JO9M5XmiDlZDGqXergJBzAGOoqTXSBaicU88QIJ+7ZA1WQ9eRRtbsWdV872qmG6Yc+6/FhMVlQPNkArsSLc1ubzsJJMW9/FPP2x0k4aLvLwcm8qDthFF/3sTCXuxEQVgtgu0rWemUYSvQuyMvLE59XVlbGPdHT6/V44oknMGfOHOzduxdr1qzBgAEDIj4eExhYss6xG2eMXXj/dIFqNxTzxGhL3PNGaJA9QI3ze+yo/5aSvGjRZz323PU+nN1uReF4PZzVHliOuJtsp5i3P4p5AjAAHJrEPNS4M0IilVGTsbSkurpafN4wK2a8/fWvfxUTzGeeeYb+gxNCIscBHcbqkD1AjbM7rJTkkaRm/dkN688u5AzRgKNJOEkGkmVJ4LVEt6RCwxi9ZH2QxKNED4AgCFi1apX49379+rXLebVaLf72t78BAA4cOIBPPvmkXc5LCEkvHB9YdFfXQ4GaUgvMP7gSXSVCWnV+rwNStQRZfVWJrgoh7U6RL4PrTJhdNQkJU9onekuWLIHXG/o/kiAImDVrFioqKgAAo0aNQrdu3dqrevjzn/+MwsJCAMCCBQva7byEkPTR4Wod1CVynP7SAutRd+s7EJIEvGY/LEdcyB6oBkcDSUgGkaolkGl5OKujTPQSvU5eCq+jlynS/qv1sccew9NPP43bb78dI0eORJcuXaDRaGAymbB//34sX74c3333HQBAp9Nh4cKF7Vo/lUqFp556CjNnzkRdXV27npsQkvqUhTLoeipRs9kCR5Dp6glJZvX7HNBfqoThMhWM39F6YiQzqIoCt98OatEjcZb2iR4A1NbWYuHChS0mcb169cJ7770X1YQokZo+fTpefvnlJuMECSGkLZT5UgheBne9D1l9lZBqechzeHASDnW7bfAYoxsDQkg8+awCzIdcyL5cDfMPrmbLLRCSjmR6Hj6nH4I7ymYvxgKPZJSs9cowaZ/olZWVobS0FFu2bMFPP/2E2tpaGI1GqNVqdOzYEQMHDsTkyZNx6623Qi5PzDp0SqUSc+bMwZ/+9KeEnJ8QksI4QCLjcMmUbHA8B6/FD79HgCJXipJO2bAedsF8xAVewUFukMJ1zgtXjS/RtSZEVL/PAX1vJQy/UcG4n1r1SPrjpBz9qEHaRdoner1790bv3r3xyCOPtPu5t27d2uayDz/8MB5++OH4VYYQkpYkcg4A4D7vQ9Vqk7h2ESfjYOinhGGAGln9mk52UbvNCsshmrCFJAe/Q4D5BycMv1HBVEGJHkl/EinAfNG3eHEs8EhGyVqvTJP2iR4hhKQzU4UTEikH0/fOJgvUMi+D8TsnTAedkOdJ4XcI8NkEFIzRIm+EBrZf3NF3GyIkRkzfO5E9QA1NcWJ61hDSnjgpB4Fa9Eg7SPtZNwkhJJ0Jboa6Mjt8NiHodiYA7rM+cfv5b+yQ8By03RTtWU1CWuSzCnDX+aDuSokeSX+clAP89EMbiT9q0SOEkAzidzF4rX7IDbRKNUku1l/cyBmkhv0s3QCT9BYYoxeDzzlNxkJaQS16hBCSYbxWATI9JXokuZgOOsD8DJoSam0m6S3QdZMSIRJ/1KJHCCEZxlXrRfblauQMUYP5Aa/RB3ulByx4709C2gcDOJ6LySQVhCQzjkeTMdURH0cIPJJRstYr01CiRwghGcb8vROqQhmyeisBCQepSgJnjRfV60xgtPICSRCZgYdEysFhpA8hSW8+kx+KTlKAS3RNSLqjRI8QQjKM38VQvc4s/l3ZQYrimw3QX6qE+UdadoEkBi8PjCah2WBJujP94ELxMB76nnKYD7sjPxCN0SOtoDF6hBCS4Vy1PjiqvcgeqIa6RJbo6pAM1bAmpEBdN0ma89T7YT/lQfYgDd2Jk7iijxchhBCc22mFzy6g0yQDdD1pMgzS/hT5UvjdArXokYxgP+GGTM9DkRdF5zqW5A+ScJToEUIIgdci4NRqE2y/uJE/SgtlIfXsJ+1HouRg6K+C7aibbhBJRuAkgRbs/FFaGqtH4oYSPUIIIaLarVb4HAJKbs2GpgstXk3aR85gNcAB9Xsdia4KIe3CedqLMxstUHWQQdM5su9ajrGkfpDEo0SPEEKISPAwnPzYCHuVB/kjtZBn03p7JL5kegkMfVUw7nPAT902SQaxn/DA7xYgN9D3LIkPSvQIIYQ0xYCz261gAsMld2Qje5A60TUiaUzXUwnBx2CqcCa6KoS0O6/ZD0V+hJNgNcy6mawPknCU6BFCCGnGZxVQ+R8jjAedyBuqgVRHlwsSH7IsHp56P5g/0TUhpP1Zjrig7SqHVEvfsST26FNFCCEkOAGo32uH3yOgwxgd5LnUvYjEntfshyJPivwrtTD0V0LbXQ5NZzn9uEAyguWIC4KHwXCZKvydGQAhSR/UoJcUaFo1QgghITEfULvFivwRWpRMzsaZLy1wVHkSXS2SRkzfO6HuJIO2qxwSuQR6gxrS7oHmPY/ZD8cpDxxVHjhPeyF4gtw9SgCpKpAUMoGB+X/9k242SbJjPsB8yIWsvkrU7E50bUi6oUSPEEJIi+zHPXBU1qNwgh5FN+jhqPbCdtQFy080FT6JnuBmOLXWDCAw5XxeFwHGGhMUBVKoi+VQF8tg6KcCExi8Fj98NgHgAmWlWgmkGkng71zzOeqZwOC1+uEx+uE1+yF4GZifgfkA5mcQ/AyCi8FxykNdR0nCuM95wSvUkMg5IIzf0ZJ5dstkrVemoUSPEEJIq5gAnNlogb6XEroeChRcrYOhvxq1W6xwn/clunokzfhdDPYTHthPBO56pToJ1MVyKHJ48CoJwAKfSecZD7wWAX6nAOZn4HgOHH9hjTIekEg5yPQ85AYemkvk4GQcOJ6DhMeFsoHk0GP2o/Kj+kCXM0Lamd8ZSIp4jSSsRI+Q1lCiRwghpG0YYDnsguWwC4p8KTqM0aHoxiyceO88GN0gkzjyWQVYDrlif2AOyB6gQt5wLXilBH4HfZBJ+1OXyCB4GQRXmJ8/huSd3TJJq5VpaKQzIYSQsLnP+VD3jQ1SlQRSPU3SQlIUA2R6Hh6jj5I8kjBSHQ+/S4BAnSNIjFGiRwghJCKucz4IXgZtV3miq0JIxGQGHu46usMmiWPc7wCv4FAy2RDejoleJ4/W0Ut6lOgRQgiJCMcFJrTgVXQpISmM7kdJgnnq/Tj5f0a46+kHBxJbNEaPEEJI2HgVh043GcCEwK/RhKSqhklcCEkkr0VAbak1vJ0EAMn60aWe0EmBfoYlhBAStvyRgckrTq0xiTPGEZKKmA/gpMl6t0wIIZGjFj1CCCFhkyg4eOp98Jpp8TGS2uTZPFxnqcscST20jh5pDbXoEUIICZvtFw9UnWSQ6ugyQlKXulgGebYUlsNxWLqBEEISjK7QhBBCwmY96gLzAdpuikRXhZCIGQao4TrrhfOMN9FVISR8iZ5Vk2bdTHqU6BFCCAkb8wGuWi/URbJEV4WQiPBqCTQlcpi+dya6KoSQi5w8eRJPPPEE+vTpA41Gg5ycHAwdOhSvvPIKHI7oJgCbP38+OI5r02Pr1q2xeUMJQmP0CCGERMR2wo38EVrwKo4mZCEpR3phWRCPicaZEpJM1q9fj3vuuQdms1l8zeFwYM+ePdizZw8WLVqEDRs2oFu3bgmsZWqgRI8QQohIqpWA47k2TbJi/dmNvOFaZF2mQv0eWmKBpA55Ng/DABWYn8Fno3ngSYpK5i6SEdbrwIEDuPPOO+FwOKDVajF79myMHTsWTqcTK1euxDvvvIMjR45g0qRJ2LNnD7RabVTVrKioaHF7165dozp+olGiRwghBOCAgtFaZPVRAQDcdT5YfnLBfMgF5g1+wRbcDKaDTuQO1gS6wFU4Yf3Z3Z61JiQkTsYhq7cSijxpYKCKAMj0PBS5PCRyCfwuAXVldvgdlOgRkixmzpwJh8MBqVSKjRs3YsSIEeK2cePGoWfPnpg1axYOHz6M1157DfPmzYvqfJdddlm0VU5qlOgRQkgG012qgOEyFWRZPCRyDue+tsFr8UPXQ4G8YRpk9VOieq0ZPnvwm+Hz5Xa4ar3Q91GicLweXqsRrhqaqp4kDicFcgYFPrsSKQd3nQ/ChUXRfRY/7JVuuOt8cJ7xglGvTZLK0qxFb8+ePeKYuAcffLBJktfg8ccfx9KlS3Ho0CH84x//wOzZsyGT0VjxUCjRI4SQTCQBCq7UIquvCrbjbtiOe+Co9sB9YT0x+wkPZHo7Ot1kQKcbs1D5sREI0fBhr/TAXulBtwdyoSqUUaJHEkaqk6DouizIsniYf3DCVOEM+SMFISS5rF69Wnx+//33By0jkUhw3333Yfbs2TAajdi6dSsmTJjQTjVMPZToEUJIJuEAfW8lcgaqIdVIULvFAsuR4N0tvRYBpzeYcckd2cjqq4K5ldkJBReDRE6TOZPEUBfLUHiNHn43Q9WnRnjqqbmOpDkBAJfoSoQQwe8rO3bsAABoNBoMHjw4ZLkxY8aIz3fu3EmJXgvoikwIIRmk4CotCkZr4TrrxclVxpBJXgOP0Q/LERdyBqlbvWIIXgaJPFnvOkg6y75chaKJWXCd9aFqFSV5hKSiQ4cOAQB69OgBqTR0W1Tv3r2b7ROpCRMmIDc3F3K5HAUFBbj66qvx4osvwmg0RnXcZEGJHiGEJJIEkCg5cO3wbZw3XIOsvirUbrWiptQKz/m23QybDjohVUug7Rp6cXSZgYfcwMNjom6bpP1wUqBwgg55w7UwfufA6c/NENxJOmaJkBjjGEvqRzhcLhfq6uoAAMXFxS2Wzc7OhkajAQBUVVVFFrwLSktLUV9fD6/Xi3PnzmHbtm2YPXs2unXrhjVr1kR17GRAXTcJISSBcodokDNQjXNf22A6GL+Fm7MHqZF9uRpnd9pgbaUV72Ieox/O0x5k9VXCdiz4vh3G6OC1CbAcdsWiuoS0SqaXoON1WZDpJDj9pRn2455EV4kQchGLxdLk7wqFAgpF8x8NrVar+LwtSyZoNBrY7XbYbLaI6tW/f3/ceuutGDp0KIqKiuD1enHkyBGsWLECGzduhMlkwm233YbPPvsMN9xwQ0TnSAaU6BFCSIJwEiCrtxJAYHyRs9oL9/nYt4hl9VMib6gGdeX2VsfZhWL+0YXCa/SQGXh4gywwzQQGCAwcx4GBWlRI5CQyDroecki1PDhZoLWbMQACAxMATsKBV3DQXaqEz+5H1acmeIzUVZNkoBSYdbOkpKTJy8888wzmz5/frLjL9euPhHK5vNXDNySLTmf417SZM2cGrcOwYcNw33334e2338Yf//hH+P1+TJs2DUePHoVKpQr7PMmAEj1CCEkQTTcFeJUE9fvsMPxGjUvuUMBj9KF2mw2uGm9MzqEslCF/lBbGgw4Y90W+qLntFze8Nj9yh6hRs8nabPu5nTaUTMlGh/E61H5lheBJ0psPkrQ4GYeCKzXoNCgLVrsEPocAwSuA+QM/inASLjDxBAOYn8FU4YBxvxNCiHUeCSGJV1VVBb1eL/49WGseACiVSvG5x9N667zbHehdEkkCZjAYWtw+ffp07N27F4sWLcLp06exatUq3HPPPWGfJxlQokcIIQmS1VcJx2kPzpc7UL/PAWUHGXKv0KDTpCxUflQPny26aeF5JYfCa3Rw1XhRt9se1bGYEFgzr3CcHqbvXXCdaZqIeox+1Gy2oMM4HfJGanB2a2TdaUhmkufw6HidHlKVBKbvnTi5sx4+O7XSEdIigQFckv7QIQTqpdfrmyR6oeh0OvF5W7pj2u2Ba1pbunlGYvr06Vi0aBEAYNu2bSmb6NFkLIQQkgCyLB7qIjnMPwa6qzAf4Kz2onq9CYKPwfCb6LuJdBinB8dzOLPZilj0prT+5IazxovCcTpIFM1n17Sf8MB00AldNwV4Jc2+SdqIAzpO0IP5gKpPTLD+7IbfSWvfEZJJlEol8vLyAACnTp1qsazRaBQTvYu7hsZK3759xefV1dVxOUd7oESPEEISIKuvEn6nAPsvTSc3YT7AetQFXXdFVOsjZQ9UQV0iQ+1mC/wxXDC6ptQCiYxDh7G6oNtNFU4wBmQPVMfsnCS9abvKIc+WonarFV4rJXiEtFnDGL1kfYSpT58+AICjR4/C5ws9Xv3w4cPN9ok1lqxjH8NEiR4hhLQzjgf0vZSwHHGBBbmvtR11Q6rhoeooi+j4ykIZcodoYNzngONUbMb6NfDZBNR8ZYW2iwKGAc1bHQU3g/mQC/peynZZMoKkPnmuFF6rH+5ztDQHIZnsyiuvBBDolvntt9+GLLdt2zbx+ahRo+JSlx9//FF8XlRUFJdztAe6DBNCSDvL6qsCr5TAfCj4UgSuWh+8Fj/0vZVBt7eEV3LoOEEHZ40X5/dGPvlKSxwnPajf70DeMA2Uhc2HeluPuMArJdB0aX3mNEJ4pQR+F7XkERK+JGi1C9maF36L2K233io+X7p0adAygiDg3XffBRCYVGXs2LGRBK5Vb7/9tvh8zJgxcTlHe6BEjxBC2hGv5JA/KjB4PNg4twamCid0PRSQ6sL7mu4wTg9IONSUxmZcXijny+1w1fpQeI2+2Xg8j9EPV60X+l7hJ6ok8wQSvfToJkUIidzQoUNx1VVXAQAWL16M3bt3Nyvz6quv4tChQwCAGTNmQCZr2vNl2bJl4DgOHMcFXUKhoqICR48ebbEe//73v7F48WIAQGFhISZPnhzJ20kKlOgRQkg7ErwMlp9cEHwMnSZlgeODlzMfcsLvZsgbrmnzsfNHaX8dl+eIcwsJA86UWsDxXCC5vIjliAvqEjl4NV1mSMt4FQeBWvQICV+iW+1iPEYPAN544w2oVCr4fD5ce+21eOGFF1BWVoYtW7Zg+vTpmDVrFgDg0ksvxeOPPx728b/99lv07t0bEyZMwGuvvYZNmzZh3759KC8vx7vvvovrrrsO06dPBwDwPI+3334bGk3br8PJhpZXIIQkFgdI1RJwPOB3srRfE4v5gdqvrHCc8qDwwqyYzN/8PTNfYG26jhP0sJ/wwHYs9LpCvFqC/FEaaLspcHa7Lebj8kLx2wXUbragaFIWDP1VMFX8unCt9agbeSO10PVUwHQgskXaSQbgAEWuFMZT9BkhhAADBw7ERx99hN///vewWCx4+umnm5W59NJLsX79+iZLMoTD7/ejtLQUpaWlIcvk5uZi8eLFuPnmmyM6R7KgRI8QkhASOYesfioY+qsgvdDqwxiDxxiYlMFR7YHtmBssTZfSEi50Vev+QB48Jh9OrTY1675mO+aG5RIXOozVgVfagIuWwpNn89BdqoThMhWYn6Gm1ArbsaazeMab45QXlkMuZA9Sw3zICXZhPg3Bw2A/7oa+l5ISPRKSIk8KXiGB83TrCyQTQi4iRDYWrl0IkdfrpptuwsGDB/HGG29g/fr1OHXqFORyOXr06IE77rgDjzzyCNTqyGZ2njhxotgtdP/+/aitrcX58+fBGENOTg4GDBiA66+/HlOnTm3T+n/JLqGJXm1tLb755hvxsWfPHlgsFgDAM888E7RvbSTmz5+PZ599tk1lt2zZgquvvjrk9iNHjuDpp5/G5s2b4ff7MXr0aDz33HMYPHhw0PJbt25tMlD0t7/9LVauXNliHaZOnYrly5cDSJ/pXUnmkhl4aLspIFVLwIRAi51MG3gNHGD9yQXbCQ+Yn0GqlUBZIIOyQArdpTrkj9DCfNgF8w/OqBcPTzb2Kg9ObzBDqudRcKUW6kvksP7UPEmr3WqF3yUgf5QOapkGilMCBA+DIoeHVMPD7xJg/sGJ+n0OCJ7EfF/U73dA30uJrL4qmA7+mtRZjrjQ6UYDFAVSuM/SjIqkOVVHGQQfg4s+H4SQRjp37ozXXnsNr732Wlj7TZ06FVOnTg25vaCgAA888AAeeOCBKGuYGhKa6BUWFiby9GGrqKjAVVddBbPZLL62YcMGbN68GRs2bMC4ceNaPcZ//vMfzJkzB/37949nVQlJGJleAnAcpBoJ9L2U0PVUwO9mENwCwABOysHvFGA84ID5e2ezVizrEbd4nKx+KmT1VSL7chV8NgF+p9By185W1p0LupmLZKe2lQ2564UNHpMf8uzAIL3CcXqAWWD9+aJkjwF1u+2wn/CieJgcXqsfEp6D5Sc3nGe8cJ7yBF2ioT35rAIsP7mQPUAF8w9OsRXWUe2F1+aHvpcS587aEltJkpQ4CcB8DEiv33EIaR9MQMIvAKEka70yTNJ03ezWrRuKi4uxffv2uJ6noqKixe1du3YNuW3atGkwm82YNGkSZsyYAblcjiVLluDdd9/F1KlTcezYsWaz/1yMMYZnnnkGq1atiqj+hCQzRYEUl0zJFv/us/txbpcNlkPB14tridcioG63Hef32KHtqoA8mwevlEAiC2RJTdK9cBqy2lo2SDkW/MXIMMDnFMB8DB6TH8oCGbyW0P1UXbVemA46UXfCBhZFl5h4Me53QN9bCW0PhZisgwHWn9zI6qdE3de2tO2GSyIneBgk8nB+TSGEENJWCU305s2bh2HDhmHYsGHIzc1t1s0xHi677LKI9qusrER5eTmGDBmCtWvXQiIJjCkaM2YMzGYz1qxZg927d2P06NEhj5GXl4e6ujp8+umn2LdvHwYNGhRRXQhJVorcwFdK9ToTfHYBHpM/6uEDzIfmrVwk6XgtAlw1Pmi7Nkr0EOi+mTNIDU0XRbuPHyTJT/AxcBIOHA/6IYCQcEUxu2XcJWu9MkxC571+9tlnMXHiROTm5iayGm1SXV0NABg9erSY5DUYP358kzKhzJgxAwqFAkBgDCIh6cZrDtypea0CPMbokzySWmy/uKEukYutrkDgM+Gq9ULblRZPJ83JDXygZZuSPEIIiTla4KiNCgoKAAA7d+6EIDTtg7Zt2zYArY85LC4uxkMPPQQAWLduHb755ps41JSQxKEu+ZnNdtwNCc9B3blpUuc2+iDVhVgwkGQuCaDroYTjJM24SUhEBJbcD5JwlOi1UY8ePdCvXz988803mDx5MkpLS7F9+3Y88MAD+OSTT1BUVISRI0e2epzZs2dDpVIBCHRdJSSdtDavCUlvPpsAV60Xum6Kphv89NkgzRkuU0Gqk8B4wJHoqhBCSFrKuERvwoQJyM3NhVwuR0FBAa6++mq8+OKLMBqNre7773//GyqVCmvXrsWECRMwZswYLF26FHK5HIsXLxa7ZbakY8eOePjhhwEAGzduxM6dO6N+T4QkjYabeeqbn7FslR6oOjWdlIoxgOMp0yO/UnWSIXeYBqaDTnjqqd8mIYTEQ8YleqWlpaivr4fX68W5c+ewbds2zJ49G926dcOaNWta3HfkyJHYtWsXJk6cCK1WC7VajWuuuQbbtm3D9ddf3+Y6PPXUU9BoNACoVY+kJ8rzMpen3gdeIQGv+jWx8xh9kBt48EpK9jKdRM4hb6QGnSZmwVntwflv7ImuEiGpq2EylmR9kITLmESvf//+mDt3Lj777DN8++23KCsrw/Lly3HttdcCAEwmE2677TZ8/vnnLR5n4MCBWL9+PaxWK+x2OzZt2oThw4eHVZf8/Hw88sgjAAILtG/ZsiWyN0VIsqH7+IzXMCGPLOvXSZ2tR91gApA9UJ2oapEkoCyUosvdOcjqrcT5vQ6c+cJC43oJISSOMiLRmzlzJg4ePIjnnnsON954IwYNGoRhw4bhvvvuw5dffol//etfAAC/349p06bB6XTGvU5PPvkkdDodAGDu3LlxPx8h7YHGYRGfM3DnLm3Uoie4Ger32WHorxIXiCeZRdVRhk6TDHDX+3BipRHG/Q5K8giJFkPiW+1CPhIdHAIk0YLp8WQwGFrcPn36dOzduxeLFi3C6dOnsWrVKtxzzz1xrVNubi5mzpyJ559/Hrt27cKXX36J6667LuLjcRIOXAbeZQfed+BP0j5ainnDZ5ADR/8mMZYqn3WpMpDI+d1N62qqcCGrjwo5g9Wo/cqWqOqFJVVinkjqTjJkX6GGRMrBXedF3S4HBB9rVqbwWj1cZ70486UFzBc6phTz9kcxb3+hYs4xDqAfQEgMZUSi1xbTp0/HokWLAASWS4h3ogcAjz32GN58802YTCbMmzcvqkQvt7MBMknmrVPFSTgYinQAx4HRVL7toqWYKztIodfrkHuJAL+T/j1iKVU+6/I8Hnq9HoZ8Bp+y6R0Lb1Ki8LIs+H+Rhdg7uaRKzBOB44HsASpouynhOueF3yUgb5AcGpkT1qPuC4UAfW8lsvoo4Trrg/WwDbnF2S0fl2Le7ijm7S9UzL2CBzgexoGSeSxcstYrw1Cid0Hfvn3F560tfB4rBoMBjz32GObNm4fy8nKsW7cON954Y0THOl9pgpRLjZunWOIkHMAY6ipNdIFqJy3FXO2TQ2lhOF9pgs9BP0vGUqp81jWQQ20Bzh6ph+BpWk+vWgGukxZ1lcaU6NaTKjFvb+piOXKHqOHTuXF03XlYDrsh00lwyW+zcf6UDZYTbkjVEhSM14Lr4EHlNhPq9znb9G9OMW9/FPP2FyrmPuZNYK1IOqJE7wKWoF8eZs6ciTfeeAPnz5/HvHnzMGnSpIiOwwQGxmXmFzRjF94/XaDaTaiYswt3cgL9e8RFKnzWeWXgF2q/q3miLzNI4TH7wfzJW/+LpULM24uiQIr8EVqoOsrgPONF1UYjPMbA5DvZg9TwOwVYjrgg1fMovsUA5mc49ZkZrjPh3bxSzNsfxbz9BYt52PeigoCk7espJGm9MkxGTMbSFj/++KP4vKioqN3Oq9Pp8OSTTwIA9u/fj9WrV7fbuQmJNXG0AXXZyFi8SgK/M/gFngkMvEoCqYYuPakmq58SJbcawMmA6vUmnFpjEpM8iZyDrocCxgOBVrtOE7Pgdwg4+X/GsJM8QgghsUNX2wvefvtt8fmYMWPa9dyPPPIICgoKAADPPPNMwloXCYkajeXPeIFEL/h3mOmgE8zHUDLFQMleClEVyZA/SgvzDy5UfWKCo6pp8qbIk4LjOdhPeqC7VAmpToIzmywQXHQtIySuEj6zZisPknApf6VdtmwZOC4w4+T8+fObba+oqMDRo0dbPMa///1vLF68GABQWFiIyZMnx6OqIWk0Gvztb38DEKjvhg0b2vX8hMQcfb9nLF7FBe22CQA+m4CqVUYAQO4wTXtWi0Qhb5gGrrM+nPvaFvT/NscHfuGRyDnkDFLDftwDr8nfzrUkhBBysYSO0du5c2eTJOzw4cPi8++++w7Lli1rUn7q1Klhn+Pbb7/FtGnTMHbsWNxwww3o378/cnNz4fP5cPjwYaxYsQIbN24EAPA8j7fffhsaTfvfgDz88MN45ZVXcObMGdTV1bX7+QmJiQstepTnZS5eJYHPHnpsht/JYDzoRO4QDc5ut4L52rFyJGyqjjIoO8hQvd4c8j+2q9YLv1PAJVOyIXgZ6spSY/kMQlJeMrecJWu9MkxCE71FixZh+fLlQbetWbMGa9asafJaJIkeEFgIvbS0FKWlpSHL5ObmYvHixbj55psjOke0VCoVnn76afzlL39JyPkJiSn6fs9YvFICd13L2Zuz2gvJCA7ybCnc5yjTS1ZSjQT5V2nhOuuFo8oTspzgYaj8qB6yLB4+hwCflSZhIISQZJD2s25OnDgRixcvxu7du7F//37U1tbi/PnzYIwhJycHAwYMwPXXX4+pU6dCr9cntK5/+MMf8NJLL6Gqqiqh9SAkUlzDGD1K9DJWS5OxNJDpA6MGmI8+KMlK31uJvBEaMB9D9SZLq+X9Lga/i5J2QtqVwJC0F1yawTUpJDTRW7ZsWbPumeGaOnVqiy19BQUFeOCBB/DAAw9EdZ5IXX311W2eXEWhUODkyZNxrhEhcUSTsWQ2LrC8QqjJWBpkD1LDXuURZ20kyUOqlaBgjA6aEjnMh52o+9rebD1EQgghqSHtW/QIIe2Io0F6mYxXBibGaq1FT6rhYa90tlOtSGPybB6G/irIc6WwHnHBcsQFdiHfzuqrRN5wDfwehur1zWfXJIQkF8YEMJacXaWTtV6ZhhI9QkjMUZ6XmXhloEtmqFk3GzhPeaDroUT9Xgd9WNqRPIdH8c0GSOQc7JUe5F+lRc5gNVznfJCqJFB2kMH8oxN1u+0QvPQPQwghqY4SPUJI7NFsWxmJ+QP/7pw0dB9eXsnBedYLXU8lsvopYf7e1V7Vy0wcINPzUBZKkT9CC6/Vj+rPzBA8DLKsQOueTM/D7xJw6jMTnNXUikdIymAsecfC0X1AUqBEjxASMxyN0cto/gsLZDe07AEAJICygwyaEhnUJXIo82UAAJ/Tj/yRWjAvg+WIOxHVTW8ckHOFGobLVOAVgX8P23E3ardYxTF3XrMf53bSUgiEEJKuKNEjhMQOzbqZ0QQPg88pQNddAalGAlVHGdSdZJDIJfA5BThOeWCqcMJZ7YXPIaDgKi06jNWDV9th3O9IdPXTBicFCsfroeksh/GgE46THnhMfvgdNGaGkLTCknjWTWrRSwqU6BFCYo++3zOWucKJ3KEaqItlcNX5UL/fCUeVJ+jaeme32+CzC8gbpoFULcG5r2302YmSPIdH8U0GcFIOpz+3tLj+HSGEkPRGiR4hJHZo0s2MV7/PAVOFE4KfAW1oQKr/1iG27vFqCWq/soizQJKWSeQc1J1kkOp4cBKAk3DQdleAk3Ko/E89LVxOSLoTBIBL0v/nNOtmUqBEjxASOzRGjwBhz9hoOeSC3ymg8Bo9iiZl4cwXFlq7rRUcD1xyRzZkOh6Cn4H5GJgA+Kx+1JXZKMkjhBBCiR4hJHa4i5r0lAVSyAw8AMB+3ENTtpOQ7Cc8qP7MhKIbslB8iwHVG8zw2ylZCSWrrwpSjQSVH9fDc56aQAnJSDRGj7SCEj1CSOxcyPNkeh4Fo7VQd5KLm2zH3Ti7zQpZFg+ZgYc8iwfHc/C7GWy/uOE1+Zse56JrBK+RQKaVwGcX4LNRApCOXLU+VK02odOkLJTcakD1enPTzwURGQaoYP3ZTUkeIYSQkCjRI4TEDLuwnk+Xu3PgtfhRvcEMR5UHeSM0yP6NGtquCrGs1+oH8zPwKgnyhmrgtfkhuBkkcg68goPfxXBmowXuOh8M/VXIHa6BhOfABAbrz26c32un7mlpyGvyB5K9iYFk7/TnZrhqm0/kkskkMg4yLY+6Knuiq0IISSAmCGBJOkaP0Ri9pECJHiEkZuzHPTi7wwqvVYDztAfswv15/T4HXGcCCzF7zH54LX5xG8cjsL5agQwSGSB4Ab9LgK6nAsW3GAAJIOE5GA86YP7eCfUlcuQM0kDXQ4G6cjtMB5yJebMkbvx2AafWmNDxej063WRAzSYL7JU0e2QDXh1YF4+6thJCCGkJJXqEkJgRvAzmH1zNX3cx2I4Hv1Fn/sD4LPuJptvNh1zIGawGr+BgO+6B42Rgu/l7FyyHXci5QoP8EVowX/BzktQmeBhOrzejwzg9Ol6nx9kdNlgO0b8zAEg1gUTPR+viEUIIaQEleoSQpMS8DOfLgndNYz7gfJkdEh4ouEoHmY5HXYiyJHUxP1BTakH+KC06jNFBqpag/tvkXVhdouCgLpZDqpaA4wHBB3DchS7NHAfrzy4I7ugnKJBqLyR6dhqfR0hGo8lYSCso0SOEpKxzu+wQ/IChn4oSvXTFgHM7my6sfnZnci2szkmBnEEaZA9QgeM5CF4G5mfgpBzAAmPqBD9DziA1Tn9hhvtsdGMOVYUyuOt9YvdnQgghJBhK9AghKc1e6UHO5Wp0vF6Pmo0WWqM1TRn3O+B3CCgYE1hYvaY08Qurczyg76VE9kA1eJUE9fscMB9ywR+kSyWv4tDxuix0mpiFqlVGeC2RfVB5FQdNVwVsR6kbKyEZT2AAl0S/ejVGLXpJgRI9QkhKc53xoq7cjryhGkiUkqA32SQ9WI644HMK6DhBj043GnD6C3NMukKGSyLnkNVPBUN/FXhlYAzp+XI7vObQmaffyXB6gxklUwzoeF0WTv6fseVWSQmg7aYAr+DAfAxeqwAwIHeYBmBA/X6ahIgQQkjLKNEjhKQ85mVg9OthRnCcbLqw+un1ZvjacfZJfS8l8kZqwPEcrEdcMB5wtLl1TvAw1JRaccnt2dD1UMD6sztoOU4KFN9kgLKDDMzPAAnAcYFFKr1WP85sNNMPGoSQC61mSfpdQNfkpCBJdAUIISRathNu+B0CuvwuBwWjteDoJ6y05jobWFhdIuNQPNkAeTbfLufNHapBh7E62I67cWLFeZzdYQu7C6a7zgfnGS80XRQhy3S4Wgd5jhRVq4w4+k4dji2qw4kP61H5n3qc+LAerhoanEcISW8nT57EE088gT59+kCj0SAnJwdDhw7FK6+8AocjdpNyrVy5Etdddx06duwIpVKJLl264N5770VZWVnMzpFIdDtECEl5PquAkx8bkdVPhdwhGvgcAur3Ju/sjCR6XrMfVZ8GFlYvvtWA059b4Krxxu18hv4q5AxS49zXNpgORtdt0mv2QxYiOc0epIauhxJnvjTDdWHSFuZHi91CCSGZiQkMLEnH6EXTy2b9+vW45557YDabxdccDgf27NmDPXv2YNGiRdiwYQO6desW8TlcLhfuuOMOrFu3rsnrlZWVqKysxAcffID58+dj7ty5EZ8jGVCLHiEkLfhdDKoiWeC5M0m7spCY8jsEnFprgrvOh043ZkHTRR6X86g7yZA3QgPjd46okzwAUBZK4TU1T9w0XeTIG6rB+XJ7yHUnCSEknR04cAB33nknzGYztFot/v73v+Prr7/G5s2b8Yc//AEAcOTIEUyaNAk2my3i8zz44INikjd27FisXr0a5eXlWLx4Mbp37w5BEDBv3jwsWrQoJu8rUahFjxCSNpQFMhgPOmgB9Qzy68LqOnS8Vo9zO20w/xi7f395Hg/dZTo4TnlQ9030S3goCqSQG6Q4t7PpDQonBQqu0sJ23I36fdQaTQhpAyYgecfoRVavmTNnwuFwQCqVYuPGjRgxYoS4bdy4cejZsydmzZqFw4cP47XXXsO8efPCPse2bdvwwQcfAABuuukmfPrpp+D5QC+LIUOG4Oabb8bgwYNx8uRJzJo1C7fffjsMBkNE7yfRqEWPEJI2vBY/JFIu0dUg7YwJQE2pFaYfnCgYrUP+lZGP05QZeGi7K6Dvo0TBaA06XKWDu86HMxstUa/dJ5FxKByng7veB0d1026muu4K8GoJ6nZH/gs1IYSksj179mDr1q0AAi1ujZO8Bo8//jj69OkDAPjHP/4Brzf8LvsvvfQSAIDnefzzn/8Uk7wGeXl5WLBgAQDAaDRi8eLFYZ8jWVCiRwhJG66zXigLZImuBkmQul12nN1uhb63Epfclg1FXvNsT6LgIM/mwV189eOADmN16HJXDjpO0KNgtBbKjjKYDzlxZoMlJouTF4zWgldJcObL5kmjqqMc7nO+iNfXI4RkHiawpH6Ea/Xq1eLz+++/P2gZiUSC++67D0AgCWtIDNvKZrNh8+bNAIAJEyaguLg4aLkpU6ZAr9cDAFatWhXWOZIJdd0khKQPBnAyatHLZOYfXXCc9qJwnA4ltxngOe+Hq9YLBkCRzUNZKAMn4eB3CzB+54TxOwfAgPwrtdD1VKB2mxW2Y24IHgZOwiGvS3akPZCaUF8ih66nEjWbLUEnVqHlQQghmW7Hjh0AAI1Gg8GDB4csN2bMGPH5zp07MWHChDafo7y8HG63u9lxLiaXyzF8+HBs3LgR5eXl8Hq9kMlS74dkSvQIIUlDWSiFvpcSEjkHwcNgOuiEx9i22Qa13RXI6qsK3LiTjOY1+VG12gRdDwVUHWVQdpSB4wGP0Y+zO2zwWf1QF8uRO1QNfW8FpFoeEp5D7VYrLIfjM74z9wo1HNWeoGvnSXUSaDor4DhFE7AQQsKQZmP0Dh06BADo0aMHpNLQKUrv3r2b7RPuOS4+TqjzbNy4ET6fDz///DP69u0b1rmSASV6acIHb9TjR1IRxzh4BQ98zEu/iLeTmMecA+Q5Uhj6K6HrroTH7IPP7oesgEeHmzWo/coKx8nWb4Cl+XJ4PB4Yf7HBF4t+dkmGPuth8gPGI14YjwTfbKlyoP6oDVm9FPA5BDiqvXDXNv3cxDLmXsEL11kvfOyi8SQc0OHqLLgcbtR8bYI/w/9t6XPe/ijm7S9UzH0Ib7xZMt/7NbwXi8XS5HWFQgGFovk6oi6XC3V1dQAQsjtlg+zsbGg0GtjtdlRVVYVVr8blWztPSUlJk/0o0SPtTi6Xo7CwEDtrNiS6KokhADie6EpkmFjHnAE4D2DrhUekdl94pCv6rMfeuQuPUGIZ809DvM4ArI3ROdIBfc7bH8W8/bUQ88LCQsjlLS8Vkyr3flqttkmyBADPPPMM5s+f36ys1Wptsl9rGhK9cJdYCOc8Go1GfB7NUg6JRIleilMqlTh+/Dg8HuryQwghhBCSyuRyOZRKZYtlUuXejzEGjms6bj5Yax4QaNFr0Fqi2/g4Tmd4a5uGc57GdQ33PMmCEr00oFQqW/1SIIQQQggh6SHd7v0av5e2JLANE6qoVKq4nafhHJGcJ1nQ8gqEEEIIIYSQhNHpdOLztnSTtNvtANrWzTPS8zScI5LzJAtK9AghhBBCCCEJo1QqkZeXBwA4depUi2WNRqOYhF08BrA1jSdgae08jSduCfc8yYISPUIIIYQQQkhC9enTBwBw9OhR+HyhZ88+fPhws33aqvHMmY2P09J5pFIpevToEdZ5kgUleoQQQgghhJCEuvLKKwEEukx+++23Ictt27ZNfD5q1KiwzjFkyBBxEpbGx7mYx+NBWVlZs31SDSV6hBBCCCGEkIS69dZbxedLly4NWkYQBLz77rsAAIPBgLFjx4Z1Dp1Oh/HjxwMASktLQ3bfXLVqlbgG4OTJk8M6RzKhRI8QQgghhBCSUEOHDsVVV10FAFi8eDF2726+OO6rr76KQ4cOAQBmzJgBmUzWZPuyZcvAcRw4jgu6Xh8APPHEEwAAn8+HP//5z/D7/U2219XV4W9/+xuAQDI5bdq0qN5XIlGiR8J29dVXi/+J2vrYunVrk2O4XC6sWbMGf/nLXzBs2DDk5ORAJpMhNzcXI0aMwPz581FTU9Om+pw+fRpTp05Ffn4+1Go1xowZg9LS0qBl+/btC47j0KFDh1aP27NnT7H+L730Uotl16xZI5Z95ZVX2lTvcMQi5o198cUXmDJlCoqLi6FQKFBcXIwpU6bgiy++aFN9MiHmwVRXV+O5557DkCFDkJ+fD6VSiZKSElx55ZWYO3cuvv/++5D7VlZW4qmnnsLgwYNhMBggk8mQk5ODkSNH4vnnn8e5cy2t3B2QiXGPJuYNtm7digceeAA9e/aEVquFXq9Hz549MWXKFPzzn/9sceY1inlkMW/gcDjQrVs3sf5dunRpdZ9MjDkQWdzpWhqdaD/rdC2NvTfeeAMqlQo+nw/XXnstXnjhBZSVlWHLli2YPn06Zs2aBQC49NJL8fjjj0d0jnHjxuGuu+4CAKxduxYTJkzA2rVrsXfvXixduhTDhw/HyZMnAQAvvvgisrOzY/PmEoEREqYxY8YwAG1+SCQSdurUKXH/AwcOMJ1O1+p+er2effTRRy3Wpbq6mhUXFwc953vvvdes/PTp08Uyhw8fDnncmpqaJse78cYbW6zH448/LpYtKytrJYLhizbmDQRBYA899FCL+z700ENMEISQdcmUmF/snXfeafVzO2PGjKD7rlixgqnV6hb3zc3NZZs3bw55/kyMezQxZ4wxi8XC7rzzzlb/v+zfvz/o/hTz8GN+scZ1B8A6d+7cYvlMjDljkcWdrqXRieazTtfS+Fq7di3T6/UhY3vppZeyn3/+Oei+S5cuFcs988wzIc/hcDjYxIkTQ55DIpG0uH+qoESPhO2XX35hFRUVLT4++ugj8T/LhAkTmuy/Y8cOcduoUaPYCy+8wDZt2sT27dvHvvzySzZ9+nTG8zwDwHieZxs2bAhZl4abuBEjRrDPPvuM7dy5kz366KOM4zim0WhYXV1dk/IrVqwQz/3OO++EPO7HH38snh8Ay87ObvELe+jQoQwA02g0zOv1tjGSbRdtzBs8/fTTYpmBAweyDz/8kJWXl7MPP/yQDRw4UNw2Z86ckHXJlJg39vrrr4vv4ZJLLmH/8z//w7766iu2d+9etmbNGvbyyy+zUaNGsUcffbTZvl9//bX4niQSCbv//vvZ6tWrWXl5Ofu///s/dtNNN4nH1mg07Pjx40HrkGlxjybmjDFms9nYqFGjxGNcf/31bPny5Wz37t1s165d7IMPPmCPPvooKy4uDpnoUczDi/nF9u3bx3ieZ0qlUryhbi3Ry7SYMxZ53OlaGrloP+t0LY2/EydOsEcffZRdeumlTK1WM4PBwK644gq2YMECZrfbQ+7X1kSvwYoVK9iECRNYQUEBk8vlrKSkhP3ud79jX3/9dQzfTeJQokfiYtasWeJ/tIt/mdq1axe788472Q8//BBy/9WrVzOO4xgA1r1796BfUi6XiykUClZSUsJsNluTbTNmzGAA2PLly5u8fvLkSbFe9957b8jz//Wvf2UA2OTJk5lCoWAA2MGDB4OWtdvtTCqVMgDsmmuuCXnMeGsp5owx9vPPP4v1vOKKK5jD4Wiy3W63syuuuIIBYFKplB09erTZMTIx5mVlZUwikYi/jF4ct8Y8Hk+z12688Ubx/S9cuDDofo899phY5i9/+Uuz7ZkW92hjzhhjDz/8sJhcL126NOT+giAEvbmhmIcf88Z8Ph8bPHgwA8Cee+451rlz51YTvUyLOWPRxZ2upZGJ9rNO11KSSmiMHok5QRCwYsUKAIBWq8WUKVOabB85ciQ++uijJmuZXOyWW24R9zt27Bj279/frMz58+fhdrsxdOhQaDSaJtsaZlSqrq5u8npJSYk4RmTHjh0hz9+wbfz48Rg8eHCL5Xfv3i2u99IwiLi9tRZzAHj99dfFer755ptQqVRNtqvVarz55psAAgOU//GPfzQ7RibG/OGHH4YgCOjcuTNWrlzZLG6NXTwoHAB27doFAMjNzcWf/vSnoPvNmzdPfP711183255pcY825t999x3+9a9/AQAee+wxTJ06NeT+HMdBKpU2e51iHl7ML/bGG2/g22+/Ra9evcRJDVqTaTEHoos7XUsjE+1nna6lJJVQokdibvPmzeIX1O233w61Wh3RcRpPmXvs2LFm27OzsyGVSrF37144HI4m2xomIiksLGy2X8OX2YkTJ4JOq2uxWHDw4EGxbMO6LqG+KBu/Pnr06JbeUty0FnPGGNasWQMA6N27N4YPHx70OMOHD0evXr0AAKtXrwZjrMn2TIv57t27xRujJ598stkFuS08Hg8AoGvXriHLZGVlIS8vDwDgdrubbc+kuMci5m+99RYYY1AoFHjqqaciqgfFPHKVlZXijxdvvfVWm9efyqSYA7GPeyh0Lf1VtDGnaylJOQltTyRp6fe//73YveCrr76K+DivvvqqeJxPPvkkaJlJkyaJ4xPWrVvHdu3axZ588kkmkUiYWq1mNTU1zfZ55513xOOuWLGi2fbPP/+cAWBZWVnM7/ezNWvWMACsU6dOQeswbtw4BoDJ5fIWu4DEU2sxP3bsmLh9+vTpLR6r8QDzX375pdn2TIr5o48+Kta7trZWfL2uro799NNPzGg0tnqMyy+/nAGByVZCMZvN4nmmTJkStEymxD3amAuCwHJychgAdsMNN4ive71eVllZyU6cOMFcLleb6kIxb/vnvLGGCQ4ady9rS9dNxjIn5ozFPu6h0LX0V9HGnK6lJNVQokdiymq1Mo1Gw4DAAOeWBgC35uabbxa/0H788cegZX7++WeWm5srlmt4cBzHFi1aFHSfw4cPi+X++Mc/Nts+Z86cJjeJdXV14hiHi7+svV6vOJviqFGjIn6v0WhLzNetWye+59dff73F47322mti2fXr1zfbnkkxHzlyJAPAunXrxgRBYP/617/YpZde2uR99+nTh73++uvM7XYHPcbChQvFsm+99VbQMk888YRYZtOmTUHLZErco435Tz/9JJZ77rnn2Llz59hDDz3UZHY9hULBrrvuOrZ9+/YW60Ixb/vnvMGHH37IgMAEEI1vpNua6GVKzBmLbdxbQtfSX0Ubc7qWklRDiR6JqWXLlolfQi3NNtWa7777Tpwxql+/fi2WPXbsGLvzzjuZwWBgSqWSjRgxIuiXamMdOnQIeezRo0czAOx//ud/xNf69OnDgOaDo8vKysT3+9RTT4XxDmOnLTF/6623xDIff/xxi8drmLELAPvXv/4VtEymxNxgMDAAbOzYsezuu+9udkFu/LjqqquYyWRqdgyv18vuuusuBgQmBpk2bRpbu3Yt27NnD/vkk0/Y5MmT2/x/JhPiHm3MV69eLW5/9tlnWceOHUPuz3Ece/nll1usD8W8bZ9zxhirr68X3/vbb7/dZFtbEz3GMiPmjMUu7i2ha2lT0cacrqUk1VCiR2KqoRsAAHbkyJGIjuFyucQZqwCwNWvWxLiWjN12223ijV7jKYzdbjdTKpUMQJNf+6dNm8YAsGnTpjU5zssvvyzWs6Wpq+OpLTF/6aWXxDKff/55i8fbsGGDWPaVV16JWT1TLeZ+v1/8JbRh5rLCwkL23nvvsfr6euZwONi2bdvY8OHDxfrcfvvtQY8lCAL78MMP2YABA4LeUIwdO5Zt3LgxLu8jleIei5gvWbJE3NZwjOuvv56Vl5czl8vFzp49y9566y2WlZUllvvss89i+j4yLeYNHnzwQQYEpou/uGdBOIleJFIp5ozFNu6h0LW0qVjEnK6lJNVQokdipqqqSpyyePjw4REfp+FLCQD7r//6r9hVsJE33nhDPMfq1avF13fu3MmAQH91p9Mpvt7QatarV68mx2noEiORSJjZbI5LXVvS1pg/99xz4vttaVFuxhjbvHmzWPb555+PWV1TLeZWq7VJMqZWq4MuUutwOJokcN98802zMocOHWI333yz+Mv6xQ+lUsnuuecedvr06Zi/j1SKeyxi/uabbzY5xoQJE5jP52t2jB07doj/d/r16xdVN/OLZVrMGWNs27ZtjOM4JpVK2YEDB5rtH+9EL5Vizlhsv19CoWtpU7GIOV1LSaqhWTdJzLz//vsQBAEA8F//9V8RHeOFF17AokWLAABDhgzBwoULY1a/xhpPI9x41qmG50OGDIFSqRRfb5i56siRIzh79iwAgDEmTp0/YMAA6PX6uNS1JW2NeeP30jALZCiNZ31sadrpcKVazBvXBQCmTZsmzqLWmEqlwt///nfx7ytXrmyyfceOHRgxYgTWrl2L4uJivPfee6ipqYHH40FVVRUWLlwIlUqFFStWYOjQoTh06FBM30cqxT0WMb/4GAsWLADP882OceWVV4rTzv/www+oqKiIqu6NZVrM3W43HnroITDGMGPGDPzmN7+JS11bkkoxB2L3/RIKXUubi/X3C11LSSqgRI/EzHvvvQcAUCgU+O1vfxv2/m+//TaefvppAIFpizds2BC36aYHDBiArKwsAMG/KBu+GBt0795dnOp4586dAIAff/wR58+fB5C4aYnbGnOdTic+t9lsLR7TbreLz7VabZQ1/FWqxVwqlTa5WF533XUhy44fP15ci23v3r3i6263G3fffTdMJhMKCwtRVlaG3//+9+jQoQNkMhmKi4vxpz/9CTt27IBSqcSpU6dw3333xfR9pFLcYxHzxp/1/Px8DBw4MOQxGh+/8TGilWkx//vf/44jR46gpKQE8+fPj1tdW5JKMQdiE/dQ6FoaXKy/X+haSlIBJXokJvbu3Ysff/wRAHDjjTciOzs7rP0//PBDcTHpzp07Y9OmTeK6YvEgkUgwcuRIAMC+fftgt9shCIK4WPXFX5QAMGrUKAC/fpkmev2ZcGJeXFwsPg+29k5jVVVV4vOSkpIoa/mrVIx54/ffOIYXUyqV4ue14RdTAPjiiy/E9Q3/8pe/BF0XCQD69euH3//+9wAC/64HDhyIuu4NUi3u0ca8rftfXLbxMaKVaTFfsGABAOCaa67BunXrsHLlymaPhpteu90uvvbVV1/F7D2kWsyB6OMeDF1LWxZtzOlaSlINJXokJt59913xebjdNteuXYv77rsPgiCgY8eO2Lx5c6s3aLHQ8OXm8/mwe/dufP/99zCZTOA4TvxSbKzhy3P79u1N/gSadqVoL+HEvG/fvuLzw4cPt1i28fY+ffpEWLvgUi3mjePm9/tbLNuwveFXYABNumEOGjSoxf0HDx4sPm/t3yhcqRT3aGMeyf4XHyMWMinmDV3Yli5dirvvvjvoo66uDgBQV1cnvvbcc8/F9H2kUsyB6ON+MbqWti6W3y90LSWpgBI9EjWv1yv2Yc/Pz8cNN9zQ5n03b96MO++8Ez6fD7m5udi0aRO6d+8er6o2cXE/94ZfuPr16xe0dazhy/PAgQOwWq1iF4jevXsjPz+/HWr8q3Bj3rVrVxQVFQEAtm3b1mLZhgtAp06d0KVLl+gr20iqxbzxL52//PJLyHIWi0W8ke3UqZP4euMbBJ/P1+K5vF5v0P1iIZXiHm3MDQYD+vfvDwA4ceKEOIY1mGPHjonPGx8jFjIp5skilWIOxDbudC1tm2hjTtdSkmoo0SNR+/zzz3Hu3DkAwO9+97s236R+/fXXuOWWW+B2u6HX6/Hll1+iX79+8axqE0OGDBEHSG/fvj1k//YGAwcOhEajgd/vx4oVK8RuGYno9hBuzDmOwy233AIg8CtjWVlZ0HJlZWXir5C33HILOI6LYa1TL+aTJ08WY/Dpp5+GLPfpp5+CMQag6QW4a9eu4vPGXWWCaXzT0Hi/WEiluEcbcwDiJCsWi6XF7oGrVq0Sn8f6V+1MijkLzODd4qNz584AAt0JG17bunVrTN9HKsUciM1nHaBraTiijTldS0nKab8JPkm6aljTBQD79ttv27TP/v37xYVLNRoN27lzZ5xrGdyYMWMYAKZSqVhhYSEDwFasWBGyfMOadd26dRPf8/vvv9+ONQ6IJOZHjhxhUqmUAWBXXHEFczgcTbY7HA5xzSWpVMp++umneFQ95WJ+5513ilNQl5aWNtt+5swZVlxcLE5rferUKXGb0WhkarWaAWA6nY4dPHgw6Dk2bNggTvXfqVMn5vf7Y/4+Uinu0cScMcbOnj3LdDodA8D69+8fdOrw9957T3xfkyZNisv7yKSYtybeyys0SKWYMxZ93OlaGr5oY07XUpJKKNEjUamvrxcXHr3sssvatM/Ro0dZQUGB+EXz+uuvs4qKihYfRqMxLvWfO3duk3V1ALDKysqYlY+HSGLe4KmnnhLrPXDgQLZy5Uq2Z88etnLlSjZw4EBx2+zZs+NU+9SL+YkTJ1h+fj4DAuvdPfXUU2z79u1sz549bOHCheINAQC2YMGCZvs3XndJq9Wy2bNns6+++ort37+fffHFF+zhhx8WbxoAsPfeey8u7yOV4h5tzBljbOHChWKZXr16sSVLlrC9e/eyr776ij3yyCPimoZ6vT5uN2KZFvOWtFeil0oxZyy6uNO1NDKx+KzTtZSkCkr0SFTeeust8QvjpZdeatM+S5cubfZl09pj6dKlcan/xo0bm5ynpKSkxfJffvllk/LxvmkJJpKYN/D7/eyBBx5oMdYPPvhgXFqUGqRizMvLy1mnTp1CxozjODZnzpyg+wqCwGbOnMk4jmsx7jKZjL388stxew+pFvdoYt7g+eefD7lIPQCWn5/Pdu3aFbf3kIkxD6W9Er1UizljkcedrqWRi/azTtdSkioo0SNRGTlyJAPAeJ5n1dXVbdonmS5ONputSWvK3Xff3WJ5i8XS5Mbx3nvvjUu9WhJJzC+2fv16dsstt7CioiIml8tZUVERu+WWW9iGDRtiXNvmUjHmjAW6YT7//PNs0KBBLCsriykUCta1a1c2depUtnfv3lb337t3L/vjH//ILrvsMqbT6RjP8ywrK4sNHjyYPfbYY+zIkSNxrX8qxj3amDPG2J49e9j999/PunTpwhQKBdPr9Wzw4MHs2WefjVvrRoNMjXkw7ZXopWLMGYss7nQtjU4sPut0LSXJjmPswmhTQgghhBBCCCFpgWbdJIQQQgghhJA0Q4keIYQQQgghhKQZSvQIIYQQQgghJM1QokcIIYQQQgghaYYSPUIIIYQQQghJM5ToEUIIIYQQQkiaoUSPEEIIIYQQQtIMJXqEEEIIIYQQkmYo0SOEEEIIIYSQNEOJHiGEEEIIIYSkGUr0CCGEEEIIISTNUKJHCCGEEEIIIWmGEj1CCCGEEEIISTOU6BFCCCGEEEJImvn/0gwgOWlws/gAAAAASUVORK5CYII=",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# EXAMPLE: RASTER EXPOSURES WITH RASTER HAZARD\n",
"from rasterio.warp import Resampling\n",
"from climada.entity import LitPop, ImpactFuncSet, ImpactFunc\n",
"from climada.hazard import Hazard\n",
"from climada.engine import Impact\n",
"from climada.util.constants import HAZ_DEMO_FL\n",
"\n",
"# Exposures belonging to a raster (the raser information is contained in the meta attribute)\n",
"exp_ras = LitPop.from_countries(\n",
" countries=[\"VEN\"], res_arcsec=300, fin_mode=\"income_group\"\n",
")\n",
"exp_ras.gdf.reset_index()\n",
"exp_ras.check()\n",
"exp_ras.plot_raster()\n",
"\n",
"# Initialize hazard object with haz_type = 'FL' (for Flood)\n",
"hazard_type = \"FL\"\n",
"# Load a previously generated (either with CLIMADA or other means) hazard\n",
"# from file (HAZ_DEMO_FL) and resample the hazard raster to the exposures' ones\n",
"# Hint: check how other resampling methods affect to final impact\n",
"haz_ras = Hazard.from_raster(\n",
" [HAZ_DEMO_FL],\n",
" haz_type=hazard_type,\n",
" dst_crs=exp_ras.meta[\"crs\"],\n",
" transform=exp_ras.meta[\"transform\"],\n",
" width=exp_ras.meta[\"width\"],\n",
" height=exp_ras.meta[\"height\"],\n",
" resampling=Resampling.nearest,\n",
")\n",
"haz_ras.intensity[haz_ras.intensity == -9999] = 0 # correct no data values\n",
"haz_ras.check()\n",
"haz_ras.plot_intensity(1)\n",
"\n",
"# Set dummy impact function\n",
"intensity = np.linspace(0, 10, 100)\n",
"mdd = np.linspace(0, 10, 100)\n",
"paa = np.ones(intensity.size)\n",
"impf_dum = ImpactFunc(hazard_type, haz_id, intensity, mdd, paa, \"m\", \"dummy\")\n",
"# Add the impact function to the impact function set\n",
"impf_ras = ImpactFuncSet([impf_dum])\n",
"impf_ras.check()\n",
"\n",
"# Exposures: rename column and assign id\n",
"exp_lp.gdf.rename(columns={\"impf_\": \"impf_\" + hazard_type}, inplace=True)\n",
"exp_lp.gdf[\"impf_\" + haz_type] = haz_id\n",
"exp_lp.gdf.head()\n",
"\n",
"# Compute impact\n",
"imp_ras = ImpactCalc(exp_ras, impf_ras, haz_ras).impact(save_mat=False)\n",
"# nearest neighbor of exposures to centroids is not identity because litpop does not contain data outside the country polygon\n",
"print(\n",
" \"\\n Nearest neighbor hazard.centroids indexes for each exposure:\",\n",
" exp_ras.gdf[\"centr_FL\"].values,\n",
")\n",
"imp_ras.plot_raster_eai_exposure();"
]
}
],
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