diff --git a/README.md b/README.md index 932a86b..e8bcd90 100644 --- a/README.md +++ b/README.md @@ -27,6 +27,10 @@ From a thermodynamic perspective not all transformations are actually required t In fact you only need one conection per small molecules to the others in order to get the ranking, like for example in Star Networks or Minimal Spanning Tree (MST) Networks. However we found the very efficient networks to be sensitive to transformation failures, this can be solved with network building algorithms, that are slightly more redundant. +Ontop of the described ligand network planners, Konnektor gives access to tools, that allow for example to concatenate networks or delete transformations of a network. +Analysis of networks, like calculating graph scores, getting the connectivities of network nodes or calculating the network robustness are available too. +Last we want to bring to your attention our Network visualization tools and the provided interactive network visualization widget for IPython like in Jupyter-Lab/Notebooks. + Try our interactive demo: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/OpenFreeEnergy/konnektor/blob/main/examples/konnektor_example.ipynb#scrollTo=GU32PaMkzD7x) @@ -63,10 +67,10 @@ This is achieved by combining the Tools and Network Generator Algorithms, to bui ```python3 # Here we generate some input data. -from openfe_benchmarks import benzenes +from konnektor.data import get_benzene_ligands compounds = list(filter(lambda x: not x.name in ["lig_2", "lig_3", "lig_4", "lig_7"], - benzenes.get_system().ligand_components)) + get_benzene_ligands())) # Pick your Favourite Network layout with favourite AtomMapper and Scorer from openfe.setup import KartografAtomMapper, lomap_scorers @@ -81,7 +85,6 @@ network.name = "Cyclic Network" # Visualize the generated network from konnektor.visualization import draw_ligand_network - fig = draw_ligand_network(network=network, title=network.name) fig.show() diff --git a/docs/_static/img/cyclic_graph_ipy_widget.png b/docs/_static/img/cyclic_graph_ipy_widget.png new file mode 100644 index 0000000..175ef71 Binary files /dev/null and b/docs/_static/img/cyclic_graph_ipy_widget.png differ diff --git a/docs/_static/img/cyclic_graph_pyplot_fig.png b/docs/_static/img/cyclic_graph_pyplot_fig.png new file mode 100644 index 0000000..81e3593 Binary files /dev/null and b/docs/_static/img/cyclic_graph_pyplot_fig.png differ diff --git a/docs/api.rst b/docs/api.rst index f765dd4..0413655 100644 --- a/docs/api.rst +++ b/docs/api.rst @@ -6,5 +6,10 @@ API docs :maxdepth: 4 :caption: API Contents: + api/konnektor.planners + api/konnektor.tools api/konnektor.analysis + api/konnektor.visualization + api/konnektor.utils + api/konnektor.data diff --git a/docs/api/konnektor.analysis.rst b/docs/api/konnektor.analysis.rst index 4ef7caa..0e2dd15 100644 --- a/docs/api/konnektor.analysis.rst +++ b/docs/api/konnektor.analysis.rst @@ -1,8 +1,8 @@ ================================ -konnektor.network\_planner +konnektor.network\_analysis ================================ -.. automodule:: konnektor.network_planners +.. automodule:: konnektor.network_analysis.network_analysis :members: :undoc-members: :show-inheritance: diff --git a/docs/api/konnektor.data.rst b/docs/api/konnektor.data.rst new file mode 100644 index 0000000..ed4a464 --- /dev/null +++ b/docs/api/konnektor.data.rst @@ -0,0 +1,8 @@ +================================ +konnektor.data +================================ + +.. automodule:: konnektor.data + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/api/konnektor.planners.rst b/docs/api/konnektor.planners.rst new file mode 100644 index 0000000..555046f --- /dev/null +++ b/docs/api/konnektor.planners.rst @@ -0,0 +1,52 @@ +================================ +konnektor.network\_planner +================================ + + +konnektor.network\_planners.generators +------------------------------------------------------- + +.. automodule:: konnektor.network_planners.generators.maximal_network_generator + :members: + :undoc-members: + :show-inheritance: + +.. automodule:: konnektor.network_planners.generators.heuristic_maximal_network_generator + :members: + :undoc-members: + :show-inheritance: + +.. automodule:: konnektor.network_planners.generators.explicit_network_generator + :members: + :undoc-members: + :show-inheritance: + +.. automodule:: konnektor.network_planners.generators.star_network_network_generator + :members: + :undoc-members: + :show-inheritance: + +.. automodule:: konnektor.network_planners.generators.minimal_spanning_tree_network_generator + :members: + :undoc-members: + :show-inheritance: + +.. automodule:: konnektor.network_planners.generators.cyclic_network_generator + :members: + :undoc-members: + :show-inheritance: + +.. automodule:: konnektor.network_planners.generators.clustered_network_generator + :members: + :undoc-members: + :show-inheritance: + + + +konnektor.network\_planners.concatenators +------------------------------------------------------- + +.. automodule:: konnektor.network_planners.concatenators.mst_concatenator + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/docs/api/konnektor.tools.rst b/docs/api/konnektor.tools.rst new file mode 100644 index 0000000..641b398 --- /dev/null +++ b/docs/api/konnektor.tools.rst @@ -0,0 +1,35 @@ +================================ +konnektor.network\_tools +================================ + +konnektor.network\_tools.clustering +------------------------------------------------------- + +.. automodule:: konnektor.network_tools.clustering.charge_clustering + :members: + :undoc-members: + :show-inheritance: + +.. automodule:: konnektor.network_tools.clustering.component_diversity_clustering + :members: + :undoc-members: + :show-inheritance: + + +konnektor.network\_tools.network\_handling +------------------------------------------------------- + +.. automodule:: konnektor.network_tools.network_handling.merge + :members: + :undoc-members: + :show-inheritance: + +.. automodule:: konnektor.network_tools.network_handling.concatenate + :members: + :undoc-members: + :show-inheritance: + +.. automodule:: konnektor.network_tools.network_handling.delete + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/api/konnektor.utils.rst b/docs/api/konnektor.utils.rst new file mode 100644 index 0000000..38f1ae1 --- /dev/null +++ b/docs/api/konnektor.utils.rst @@ -0,0 +1,8 @@ +================================ +konnektor.utils +================================ + +.. automodule:: konnektor.utils.toy_data + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/api/konnektor.visualization.rst b/docs/api/konnektor.visualization.rst new file mode 100644 index 0000000..d6f34fe --- /dev/null +++ b/docs/api/konnektor.visualization.rst @@ -0,0 +1,19 @@ +================================ +konnektor.visualization +================================ + +konnektor.network\_visualiztion.visualization +------------------------------------------------------- + +.. automodule:: konnektor.visualization.visualization + :members: + :undoc-members: + :show-inheritance: + +konnektor.network\_visualiztion.widget +------------------------------------------------------- + +.. automodule:: konnektor.visualization.widget + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/guide.rst b/docs/guide.rst index c536ef0..ac37ea0 100644 --- a/docs/guide.rst +++ b/docs/guide.rst @@ -1,16 +1,4 @@ Guide to Konnektor ===================== -.. toctree:: - :maxdepth: 2 - :caption: Applications: - - guide/application_free_energies_system_representations - - -.. toctree:: - :maxdepth: 2 - :caption: Algorithms: - - guide/mst_network_planner - +More will be here soon! \ No newline at end of file diff --git a/docs/guide/application_free_energies_system_representations.rst b/docs/guide/application_free_energies_system_representations.rst deleted file mode 100644 index 3a3f318..0000000 --- a/docs/guide/application_free_energies_system_representations.rst +++ /dev/null @@ -1,5 +0,0 @@ -======================================= -Application in Free Energy Calculations -======================================= - -under construction! diff --git a/docs/guide/mst_network_planner.rst b/docs/guide/mst_network_planner.rst deleted file mode 100644 index 269b88e..0000000 --- a/docs/guide/mst_network_planner.rst +++ /dev/null @@ -1,5 +0,0 @@ -======================================= -Minimal Spanning Tree Network Planner -======================================= - more here - diff --git a/docs/index.rst b/docs/index.rst index 8a59117..f5804bc 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -1,23 +1,20 @@ Welcome to Konnektors's documentation! ========================================= -Kartograf is a packgage for atom mappings focussing on 3D geometries. -This package can for example be used to generate hybrid topology systems, where an atom mapping is required to determine the core region of the approach. -But of course, there exist also other use cases for this package. -The atom mapper takes two sets of coordinates of molecules as input. -Optionally those sets of coordinates can be aligned onto each other, checkout -the ``atom_aligner`` module functions -of Kartograf that offer a shape alignment implementation and an MCS-skeleton alignment. -The ``atom_mapper`` can be used to generate the 3D geometry-focused atom -mapping, the algorithm is described in the related publication of Kartograf (see reference). -Additionally, rule-based filter functions can be provided to demap atoms, -that do not fulfill the desired criteria, see ``filters``. -Several mapping scoring metrics are provided, that evaluate geometric -properties of your mapping, from ``atom_mapping_scorer``, which might be -useful for checking the quality of your mappings. -Finally, there is a visualization function ``display_mappings_3d`` that can be -used to check out the mappings with a Jupyter Notebook widget. -You can find our Preprint on `Ries, B.; Alibay, I.; Swenson, D. W. H; Baumann, H. M.; Henry, M. M.; Eastwood, J. R. B.; Gowers, R. J. - Kartograf: An Accurate Geometry-Based Atom Mapper for Hybrid Topology Relative Free Energy Calculations, Chemrxiv (2023) `_ +Konnektor is a package supporting you in planning your free calculations. +It contains multiple algorithms and tools for network planning, that make setting up the calculation plans much easier. +As an example imagen you are given a set of drug candidates that shall be ranked with relative binding free energies. +In theory you could calculate all the possible network transformations, in order to get your ligand ranking (we call this a Maximal Network). +However this leads to an explosion in time and compute cost, therefore we need more efficient ways on how to caluclate a drug candidate ranking. +From a thermodynamic perspective not all transformations are actually required to retrieve a ranking. +In fact you only need one conection per small molecules to the others in order to get the ranking, like for example in Star Networks or Minimal Spanning Tree (MST) Networks. +However we found the very efficient networks to be sensitive to transformation failures, this can be solved with network building algorithms, that are slightly more redundant. + +Ontop of the described ligand network planners, Konnektor gives access to tools, that allow for example to concatenate networks or delete transformations of a network. +Analysis of networks, like calculating graph scores, getting the connectivities of network nodes or calculating the network robustness are available too. +Last we want to bring to your attention our Network visualization tools and the provided interactive network visualization widget for IPython like in Jupyter-Lab/Notebooks. + +Try our interactive demo: ![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg) .. toctree:: :maxdepth: 2 diff --git a/docs/install.rst b/docs/install.rst index a5665b3..0e1fca7 100644 --- a/docs/install.rst +++ b/docs/install.rst @@ -5,14 +5,13 @@ Installation User Setup ============= -Kartograf will be packaged with OpenFE but we need more time for that. :) - -Alternatively, you can install Kartograf also as a standalone package via pip -or soon conda: - -``pip install konnektor`` +Konnektor will be packaged with OpenFE, soon. :) +Konnektor can be installed via the package following package managers: +```shell +pip install konnnektor +``` Developer Setup ================ diff --git a/docs/tutorial/building_networks.rst b/docs/tutorial/building_networks.rst index 90502a6..a7ed528 100644 --- a/docs/tutorial/building_networks.rst +++ b/docs/tutorial/building_networks.rst @@ -1,2 +1,56 @@ -building networks +Building Networks ----------------- +In this tutorial, it will be shown, how a `LigandNetwork` can be planned using Konnektor. +Please be aware, that the openfe package is required in your python environment. +You can easily install it with: `pip install openfe`. + +In the first step, we will create some small molecules, that we want to plan our `LigandNetwork` with and we will generate an `AtomMapper` and `AtomMappingScorer`. +The `AtomMapper` will generate all possible alchemical transformations for the set of molecules, translating to the network edges. +Next, the `AtomMappingScorer` will add the weights to the edges, by expressing on how difficult the transformation will be. This score is between 0, very hard to compute, and 1 for easy to compute:: + + # Build Small Molecules + from konnektor.data import get_benzene_ligands + compounds = list(filter(lambda x: not x.name in ["lig_2", "lig_3", "lig_4", "lig_7"], + get_benzene_ligands())) + + # Build Atom Mapper and AtomMappingScorer + from openfe.setup import KartografAtomMapper, lomap_scorers + mapper = KartografAtomMapper() + scorer = lomap_scorers.default_lomap_score + +After having the components setup, we can go and plan our network! Here we use the `CylicNetworkGenerator`. +But of course you can use any `NetworkGenerator` from Konnektor in exactly the same way.:: + + # Plan the Network + from konnektor.network_planners import CyclicNetworkGenerator + + networker = CyclicNetworkGenerator(mapper=mapper, + scorer=scorer, + n_processes=1) + + network = networker.generate_ligand_network(compounds) + +In Order to visualize the Network Konnektor provides you several options. +First, you can translate the network into a `matplotlib.pyplot.Figure` with the function `draw_ligand_network`.:: + + # Visualize the generated network + from konnektor.visualization import draw_ligand_network + fig = draw_ligand_network(network=network, title=network.name) + + fig.show() + +This yields the following visualization: + +.. image:: ../_static/img/cyclic_graph_pyplot_fig.png + +As alternative, Konnektor offers an interactive IPython widget, that allows you interactivley to explore your network.:: + + # Visualize the generated network in a widget + from konnektor.visualization import draw_network_widget + widget = draw_network_widget(network=network) + widget + +This yields the following visualization: + +.. image:: ../_static/img/cyclic_graph_ipy_widget.png + diff --git a/examples/konnektor_example.ipynb b/examples/konnektor_example.ipynb index 1000876..9451211 100644 --- a/examples/konnektor_example.ipynb +++ b/examples/konnektor_example.ipynb @@ -12,10 +12,8 @@ ] }, { - "cell_type": "raw", - "metadata": { - "collapsed": false - }, + "cell_type": "code", + "outputs": [], "source": [ "# NBVAL_SKIP\n", "# Only run this cell if on google colab\n", @@ -29,28 +27,19 @@ " \n", "from google.colab import output\n", "output.enable_custom_widget_manager()" - ] + ], + "metadata": { + "collapsed": false + }, + "execution_count": null }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-05-10T18:45:45.364686Z", - "start_time": "2024-05-10T18:45:42.829667Z" - } + "collapsed": false }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/bin/bash: warning: setlocale: LC_ALL: cannot change locale (en_US.UTF-8)\n", - "/bin/bash: warning: setlocale: LC_ALL: cannot change locale (en_US.UTF-8)\n" - ] - } - ], + "outputs": [], "source": [ "import numpy as np\n", "from rdkit import Chem\n", @@ -69,25 +58,11 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-05-10T18:45:46.555963Z", - "start_time": "2024-05-10T18:45:45.367157Z" - } + "collapsed": false }, - "outputs": [ - { - "data": { - "image/png": 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P52/fvl340NfXl9m1PyKEkLe3NwC4u7tLY/CAgIDk5GR83NDQUFVV9eEJT08EgLZtq6mpcXR01NHRYbPZ0hCgRSSpCBFCy3OXQwwMTBpYy6uV7MiYbdu2AcDixYulMXjHcP/+fQCws7OT3hQChLgCAf6Hf+K0iooe+vqysrIZGRntG3NJSkpUbW1CfX1Cfb0ERf0iGRkZjx49wsf79+8HgN69e3/68UiaUaNGAcDp06elNL40OHToEAAsXLhQssMWFBT06dPn0KFDTZ/g85GODgJAH29nmO3p6a5v3z5KTZWsGBLnxx9/BIBx48ZlZGTIyckBwLFjx6Q33d27d3V1dQMDA6U3hcRJT08nkUhqamoMBkOyIycnJ392ZBMTBIDCwxFCw4cPB4Dz589LdvZWkLAiZPKZVqlWEAPzs+dLdmSEUGNjo46ODgC8efNG4oN3GNjXsm3bNulNcZtOn5OU5JGZ6ZGZGVFTg0/ixJ123y6XpKTU83iSk7E9cLlcrKiWL18ujfGfPn0KAL169er6a3ZR8vPzcbqxZMVev349AHz//fcIoRouV2gPePbuHQJABgZNrt+1a5e0v9gSoaGhYcWKFbm5uQihe/fuAYCSklJ6erqUprO3tweAI0eOSGl8KYE7h/z555+SHfZ///sfAGzYsKHpE1lZCABpaiIuFyF04cIFABgyZIhAIGjHLHyBoI7Hw//YbdvuS1gRIoQy2Znq8eoQA0fLjkp25CtXrgCApaWlZIftYGxtbQHgwYMH0pviNp1+vqSkycmioiIlJSUSiRQTE/O5F3IFgnIOJ4XBCK2qulBSciA3d11Gxsz376+Uli5JSVmdnr42Pf1McbH0JP8iaWlp2Ed448YNiQ+OC9vv27dP4iNLGxxEeuvWLUkNWFxcrKioSCaT379/jxDKZbH+l5aG7QF5/v4IADW7l+FeS87OzpKSoWPApTlsbGx4UljnJSUl4TVKzcf16LcC9qE6ODhIcMzS0lIFBQUKhZKZmYnPpDAY3jSaN43m/ejRs0mT0KJF+HxjYyP2zb98+bIdE6UyGFMTE7fQaFtotBt0elteInlFiBC6UX2DFEOSjZWNqI+Q4LDYFxIcHCzBMTsYNputoKBAJpOrq6ulN8ttOn0bjfagsvJBZWWjQHCTTr9fURFbXb169WoAcHJyYrFYaWlpjx8/PnPmzC+//LJkyRI7OzuLMWNGUKnWLf3zzcvrCjtCzNGjRwGgZ8+eZWVlEhw2ISGBRCIpKytXVFRIcNiO4eDBg5J1Gfzwww+i9oNcFmvjx5vX+nnzjowfX//4cZOXpKWlAUC/fv3aMv7Lly9xlWCEUEJCwuNmo3UYNTU1ffv2BQD//7o8JQL+xf3www8SH1na1NbWKikpkclkvHWWCNj16OrqKjzzqrr6YF5eLY9XO3Nmo5wcEjqhEfLx8QEAFxeXdkyUymB402hf9RKpKEKEkFehl+VbS1M702IJbSDi4uIAQENDA9cX7SLU1tbGx8fjYw6HExkZ2fr1r1696oBN7W063YtGu02n36bTG/l8+/h4ayp1DpWKw6NwE7vmkEgku9jYiXFxS1JSvGm044WFN+j0t7W1NCaTxed3HUXI5/MnTpwIALNnz5bgsIsXLwYAT09PCY7ZYWRnZ5NIJFVVVRaLJf5owu1gYmIiPpPLYk2Kj1+bnr7i/XtVS8t+Hh5rUlN/y8//p7ycWleHVyQ8Hg+bHNqyyPP19T1z5gw+vnr1aucaVENDQ0kkkry8PN7+SoqqqiplZWUSiZTa5f2mLYJ/EXv37pXIaHV1dTg3V/Qm+aq6+khBQX19/Yrx42+MGSMQ2b2VlZXhPQPtSyqtgcfLZrGi6+ruV1ZeKi09nJ8fV1/vlpJyk06/SaeXNTa2RTxpZVj/qv9r9NLol+EvFy9eHBoaShG7Pezvv/8OAP/73/+UlZUlIaBkyMjI8Pf3x93g6urqPDw8RDtjiFJVVVVeXn758mUAGCv9woymSkqztLUBAAG4aGuXcDi80tI+ffoUFRXJycnxeLx+IhgaGuKDPgYGMp9Rkz1lZbtICW8ymXzu3DkLC4vbt29fvXp10aJF4o9ZWFiIo1I9PT3FH63jMTQ0tLKyio2NDQ0NnTFjhpij+fr6slisBQsWCKt+AMAQZeUAY+Nz586di48337WLymBQGQwA0KJQQq2stLS0Bg0apKSkxGQyt2/f3q9fPw0NjRbrHpDJZD09PTEllCwODg6rVq0KDg5etmyZBCvZBgUFMRiMadOmDerAUmESZPny5X/++ef58+d37NghfgmL4ODgmpqa8ePHY++jkGfV1RF5ee8XLky9f/9+ZWV1WdkABYWBAoHSu3cODg7//vvvyZMn9+zZU1hYWFZWVlhYWFpaio/1pk3LsbQs53Kb14+0UFWlkEjKZDIAUNooefvUe1soLS3t3bs3AGzdulXMoaqrq/HaSno+7fYRHR0t3OlXVFSMGDHi9evX/v7+P/30k5ubm5OTk6Wlpb6+vtzHhjUAoKamZmVlVVhYKD2pWvQRYnD9kVbchN8KwcHBAKChoVFQUCD+aFj/LVmyRPyhOgtcudjR0TEyMvL9+/c5OTlVVVVcLvdrx8HbQRKJJNwOIhHTKK5P7X/27OuamoulpXtyczdTqRofswnxX+SL9xxDQ0NfX18zM7MpU6ZMmTLFwsKi00NsGhoacMm6/fv3S2RALpeLLa6daPUVEz6fjxPeX716JeZQHA4HN4v4999/Rc/jHSE2IO/fv39ifDz2xSx+8UL4bZH5TD0sp+3b8cW2sbEuSUmr0tK2Z2cfLii4XFoaVVv7taZRKdbc0tHRuX79+oQJEw4ePDhixIg5c+a0Y5D8/PzXr1+fOXOGwWCMHz9eSnWkxCEuLs7DwwMA2Gw2ANy9exeHszdBXV1dV1c3Jyenrq4uLi7OwsLixIkTEtnNNMdaVZXTUvljBoORlZUlJyeHy5F806xater27dv3799fsWLF48ePxVmxVldX//HHHwDw008/SU7AjkZTU1NOTu7JkydPnjwRPa+goKCioqKmpqaurq6srKyioqKqqqqhoYGPVVRUNDU1VVRU8EMNDY3jx4+zWCxXV1fR7aAMiaQlK8vlcnFgreukSf3V1cfiVpf9+h2qri4pKUlNTV28eHFpaenSpUv19PSqRfuMiyAQCHC9go0bN+I74LVr10TLUncKysrKwcHB9vb2kqpke/PmzYKCgoEDB+LeHd8iZDJ56dKl+/bt8/X1xT1YZGRkVFuqh6WoqCisQSGKmpoatgWGhITk5+cPGjSoxcptDx8+BIDp06d7DR2ay2bnstn5iYmN8+bhwvcUCkVWVrZ37956enq9e/fW1dXF/xsNHqxnZqYjK6vUzNyYxmR+9bsVU9V/EawVVFVV224op9FoFy9edHd3NzU1FcqpqalpZmbW2DaDb4cRHR3t5OSUlpaWlpYWFRU1YsSIBw8e/PTTT7/99tuFCxfu379PpVILCgpwZmhtbS12RQiNV9OnT5fq1rAJERERAGBlZdVhM0qV4uJiLS0tEDt+as+ePQAwZcoUSQnW8Tx9+hRbHZSUlEaOHGlqampgYKCpqfk5f3Ar4KBcU1NTDw+PkJAQ0ZTNZ8+eAYC5uXmLMlRXV+OWvG35kXYpH6EQHCJkYWEh/n0Gd8g6deqURATrLO7cuSMjIyO+YwsASCTSsGHD7t69K/rZJjY0HIuNBQA9Pb3mmRLZ2dkA0LNnz68Vu57HS/7KUBKpV2H+6aef3r59e/369fnz50dFRSkpKTW/hs/nJyYmvn79OiwsLCwsrFykb7Smpqadnd2IESPOnDmTnJzs5eXVKS1CWkFVVfW7774DgMrKSgCYOnXq5+rVpqSkIIQGDx58586dc+fObd68+f79+xYWFuf++WfmhAkdICoOOLKysuqAuToAPT2933///fvvv/f09Jw4caKwG0NbyM7ODg8Pj4mJiYmJSUxMJJFIGzZskJ6oUiUsLGz27Nl4zX7s2DGcMCqEyWTiFtY1NTX4gMFgVFdXC1tb19bW1tfXC4/j4+MBAC/Gjx8/TqFQLC0tx44dO27cuNDQUACYPn16i2JERUUJBAJra2tRR8Dn0NLSUscbSgBVVVVtbW0xPwSJcPDgwcePHyckJBw4cAAvj9pHbGzsmzdvNDQ0cPXOb5SCgoIVK1bweDx5eXkcnsbj8VpsTMZisbA9rAl1dXV8Ph8A6uvreTxebGzszJkze/ToMW/evIULF44bN26IsvLdBw8AwNnZublRB38V21FYWIVCMf3aUJKvVbbtoL6+fvDgwfDf8G4ul0ulUgMCAlxdXbX+225DR0fH2dnZz8+PSqUKqx+9e/cOd8a5IhJi2+k09xG2cvHZs2fhY4YyQqi4uHjmzJma+vpT4uI2ZmaWSb/i2sqVKwHgxIkT0p6oI5k/fz4A2NnZtV4oq7y8/N69ezt27Jg8ebLwFozB2yYpJelLm7CwMNzllUQiKSgoiJ+Wg0sW7N+/39vbe8yYMc0jRz7nMcIJ9T///LOYAnQuERERFApFRkZGmN3RdhoaGl6+fOnr62tkZAQAGzdulIaEHUNNTc3QoUPxX/zgwYNijrZ7924AsLW1FbU56+vre3h4YDdNiymwOIPC29tbzNnbQkcoQoRQWloaNi57enru2rVr/PjxTUonDxgwYNmyZefOnWteA4zJZK5evfr169cnTpwAABUVFby16gpwOBzhrUcgELSegvbzzz/Df73xAoHgbmrq+Lg4ayp1Unz8o8rK9okRHR0tDG1IT08PCwtr8TK8tgoPD2/fLF0TOp2Oc28DAgJEz3O53KSkpKCgIDc3N1NT0ybrTT09PWdnZx8fn9DQ0Li4OGyo+PvvvzvrXbQPoRbECfXz5s0Tf0zcMGj37t34YWlpqYeHh6amJv7cgoODPxeAg51h0ih00MFgV/HgwYPbkotSVFR09+5db29vW1tbvFLHKCgoSLzoXYfBZDLt7Ozw6opCoZR8JvKu7VCpVADo27evQCBISkry8fERjfaQl5evq6tr/qpZs2YBwF9//SXm7G2hgxQh+lgXRtQ0amRk5O7ufvHixZycnFZeGBAQgJcPpaWlS5YsAQBzc3OJF8HrALDJ9ObNm03O0zmcTVlZOAIKbw0beLxyDgf/47ShyJCfn19QUBA+vnbtWothuhwOB+fltPid+6bBPXQUFBSeP38uvCs18d6rqKjY2tp6eHjg71txcfGtW7e2bt164cIFhBBOztHU1JRIDKr0SEtLE7pYcnJyjh8/TiKRVqxYgc3dEqksg3OBpkyZQqPRvL29hVGgxsbGR48exVm8TCaziZLg8/l4n92RPm8pwWazzczMPrcXYTKZODJ89uzZTTqTyMjIDBs27Icffjh48CD++oWEhHS8/GLC4/Fmz56Nfw4A4OTkJP6YAoEAZxDgrOvS0lJvb2+sC8hk8ueC2HHLqo7Z9nScIsQGXxUVlU2bNt25c6ft9Tv4fD5ebE6YMKGmpgZbWYUGxm8IHIuclpbW/CkBQrfpdOHW8EBurnt6+q6cnF05OTltWJa2RRHiz3/gwIFivouuSXNnDIVCMTU1dXNzCwgICAsLYzAY2BSPN4jCy3CMjEAgmDZtGgBMnjy5feUNO4aJEycKV40rVqx48eLFixcvkpKS8G1LItX6i4qKAEBWVlYYImFraxsSEiJagezkyZPCLSPm/fv30OayMl2fmJgYWVlZMpmMjSuf2/YBgLq6uoODg4+Pz927d+l0ekxMzJMnTxBCx48fx3+U/Pz8zn43X0a0Si2TyfTz81NXV8emUUmVG8Wu623btglVIP5qCdub5Ofnc0TcQ9XV1SQSSVFRsR0pQO2g4xShu7s7tNduXlpaqq+vDwA7dux4//49zqk/e/asuDJlZKBLl9Dt20j61Wri4uJIJBL2PXzO5IK3hp6ZmccKCp63zdlDp9Pj4uL8/PxEs7JaVIS4lfGCBQvEehtdFbyl09DQmDVrlgqlpEUAACAASURBVK+v7/Pnz2tra1NTUy9cuLB+/fphw4Y1yUZSV1efPHnyjh078G0LIVRWVtarVy8A+P333zv3vbRCc0WIPrZkWbNmjZiDNzY2hoSEYB8hAMjJybm5uYlmEwoRCATCexadTkcInTlzBqTQAaMTwZ+qhoYGvvOILrAsLCzWrVt36dKljIyM2tra0NBQHx8fZ2dnvHs2MjJCCAkEAhxV1MWXVgghLpcruj7G8kdGRuIqqZKq5IWLl2J/PIlEcnZ2joqKEr1g48aN9+/fFz588eIFAIwcOVIis3+RDlKEdXV12EeYlJS0du3aXbt2fW1Fx5cvX8rIyJDJ5AcPHvz111/YFCZWYvhff6GJE9GVK+jQIWRtjaRQYbKioiIkJMTd3R3v8fF9FoN9VN7e3hcvXqRSqcIVmQAhJp9/rKBgb27uX2VlN8rLmw+L44x8fHysra3JZLK5uXlbdoR37+6fM2dMcHBA86f+H4BXr1euXKmvr9+5c+eUKVOaZHbLyMhYWlquXbv2/PnzycnJLUbW3Lp1C3+vkpKk1VBTTCZOnLhp06Y9e/bs2bNn2LBhoaGhjx49wiGX69evv379enR0NL1tVYZFKS8v9/Pz69OnD/6ssFnPz8/viy+8evWqlZWVQCDAXQWk2s+og2GxWNra2vgzUVNTE932JSQknDp1aunSpc3Tmk1MTJYuXYpXCWVlZbhbztGjEm4/IFlaVIQ7d+4ECUWQJScnu7m5CVeikydPplKprVzPYrHy8vKwR0xKPRGb00GKEMe5TJo0qaioSFZWVlZWtujr+7v6+vpia0NOTg5OxTU2Nm5/WXdjYyTMkTp2DPn4tHOc/8Jms58/f75t27bhw4eLZnH16tXL2dnZ1dXVzMyseSSerKysmZnZ/Pnz9+7de+PGjd2JiScKCl5VV0fUfmjrKBAI4uLi/P39HR0dReOMFBUVHR0d9+/f/0VFmJY2lkqF2tpvtc5FK+AUcn19/cbGRh6Ph+NH4L8RMW10KuNeBMOGDetqGauYiRMn3rhx4+nTp/7+/n369MGmkSZBsFiTGRkZOTg4uLu7+/n5hYSEUKnUFn9xGRkZHh4eQlOVhYVFUFDQkSNHAGDp0qVflGfdunXY63P8uKuTk3Vs7FdHWnZZcNJkr169kpKSamtrw8LC/Pz8nJ2dhXFDGCUlJex7DgkJaV4F/sGDBzh1WFiRuAvC5XL19fVDPoJT+nDg67Nnz8QZOSEhwc3NDdvYZWVl8d760qVLrb9q5cqV7u7ueGl18uRJcQRoOx2kCHGM7PXr1/FCo30mFIFAgL24I0eOrK2txTGQM2fO/GrLQ2kpotORaOXrqCjk4oIeP0aHDqGHD1FODvrKMWk0WlBQkKurq5qamuguxNbWVjQPJDIysqKiorGx8f3799euXfvll19cXFyMjY2bpKz28fDo6ehoZWW1ZMkSLy+vRYsWie4myWTysGHDvL29Q0NDsZU1ICAAB30ghG7evLlnz57mH15cnDqVChxO6dd9Vt8COArp119/xQ8DAwNv3rzZjpUWQqi+vt7Y2BgAduzY0X6BMjLQ7NnI0RE5OCARa4+Y5ObmmpiY2Nraii6kLCwsNm/e7O/v7+npOWvWLAsLi+Z6UYi6urqFhcWsWbM2btzo7e09efJkHExLJpNnzpz5/PlzPFFMTAxeZbZRMB6vmkolR0aSsrK+yerSLTJv3jz4WHJ64cKFoh+jnp6eq6sr9j1/0S+LXUKmpqZdtskll8vV0dEJDg4ODg4+duyYurq6o6MjDqyztrZ2dXX19vYOCgq6e/culUpt44IyIiJCmBqIbeyZmZk4Bbx170xjY+NPP/3U0NBw4sRiFxebkBAJN0T8HB2hCF++fIm/PUwmE8cOtbt4XVVVlaGhIQB4eHhkZWXh33ybLA8NDSg0FHl7I2trRCKhlBT03Xefnn3+HLm5oZUrEcCHfyoqaPhwtHTp/ZMn79y5k5mZ2bxdWXl5ObZ84qKCQnA0bEhISJP4TBaLhRWepqamra2tu7t7QEBAaGhoeXl5Y2NjUlJSSEiIj4+Pq6urxZ49mpMmCX91+EBXV9fV1TUoKKgdt3g2O5NKhYSE3l/7wq5PWloamUxWUlKSVPuk8PBwCoVCJpPb+S3lcpGFBcI7gMpKZGGBmmUEfRVJSUl+fn62trbCDBAKhWJrazt8+HDh4vrEiRMBAQF37txJSEiora1lMpk0Gi00NDQoKMjb29vV1dXa2rqJgsSdIlRUVNzd3ZsE5uEtwpQpU9oYfVNefptKhefPjZYtWyZMztm9e3eXSvn9KoqLi0UNV6dPn7azs/Py8rp169bX5hIwGAxcdFvcxiZ8PkpJQZGRqL5erHGaweVyBwwYEBQUNGXKFGExBKGdvDmampqiCjI0NJRGowlvj2FhYc7OzvhKZWVlDw8PYSAx3i3gj5TD4bRidBEIODEx8lQqydS0X15ennCrU1lZKaXYmY5QhAsWLACAXbt24cjswYMHi+M9jouLw7bBK1eu3L17l0QiycrKtpgbx+Fwyt68QT4+yNYWycj8R8k9eIDs7FB09IdLV69Gly6hmzfR+vVo0iSkoyO8ePTHspwKCgqWlpYLFy7cvn37hg0bhg4dKpqapq+vv2zZsitXrpSWfnbLVVhYOHr0aNEtoxADA4OpU6d6eXlduHCBSqWmVVXlVVe/fft2zZo1ADBs2DAxq41XVYVQqZCZ+Y01TW0LeMW9bt06CY65detWADA0NGxPqkl8PJo+/dPDw4fR4cPo7VsUGYkKC1HbfsY8Hi8sLMzDw0N0jaWkpDRp0qTAwEBsgissLBQGMmAntJAWTaM1NTUVFRXR0dHXr1/fv38/AMjLy7eYgP/s2TOhFwd3tGhd2tzcrVQqFBR4ubm5CXNYd+3adfny5ba82S4ITuWWVGRZTEyMnJwciUS6327zQEMDcnBAa9agnTuRtTVqV7va5uTn5wcFBU2fPl10jaWgoBAQEJCfn4/rPF+8eHH37t3Lli0bP368gYHB58qtycnJGRsbC6vAaGho7Ny5s8na9JdffhHGoP7xxx8HDhz4nGBMZgKVCnfuUKhU6pAhQ4Tf8xkzZki2VZYQqZdYKy0tvXXrloyMzOrVq5cuXQoAGzZsEKdEsqWl5aFDhzZs2LB27dp3795t2rTpyJEjCxcujIuLw1ED2dnZT58+ffr06ZMnT9YbG/8aEwMAQKGAtTU4OICDA4wdC/LyYGgI7u6grw/l5WBmBosXA5kMLi4fpqmqgpQUSE11yMpS09dPTU0tKCiIj4+Pj4/HqpfD4SgpKY0ZM8bBwcHBwWHYsGFffFO9e/eOjIwEgLy8vJSUlPfv3ycnJycnJ6ekpOCvHS4+CwBkMnnfvn3bt2+PiooCgDFjxohZbZzJjAMAJaWvLlbUxamqqvrzzz9JJNKPP/4owWH37t377Nmz6OjoTZs24XrcX6C+Ht68gfBwSE2F9etB1I2kpQWZmbB5M4SHAwCQyaCjA/r6HBOTjRoaenp6ffr00dXV7du3r46OjrKy8vPnz69fv37v3r2amho8QM+ePZ2cnFxdXR0dHUVj97FxBbNx48asrKzc3NycnJzc3Fwmk5mdnY1LNYqira3dv3//f//9d86cOTt37uRwOC0uy8LDww0MDHARkKSkJBqN5uDg0Mq753CoAKCiYgNw6927dwwGAwBoNJqJicmXP7quB4/Hw3/09evXS2TAYcOG7d69e/v27StWrEhMTBR1c7SVwECYOBG2bwcAWLECZs2ChIR2y5OTk3P37t3r16+/efMGIQQAsrKy48ePd3Z2XrhwYUxMzLRp03g8npGRkYGBgaGhoaGh4bhx45YtW9a/f39dXd3q6uqSkpLs/5Kbm5uVldWrVy9lZeWff/7Z09OzLX1IPgeTGQ8APXvail/9vI1IXRH+8ccfHA7HxcUF1x9SUVHBSfHisH79+qioqMuXL8+fPz8iIuLdu3fh4eETJ04cMmTI8+fPy8rKhFeGAYCnJ9jbw/jx0KRu+qBB8Po1VFeDigo070CmpQV2dmBnt+/jibq6urS0tISEBHd3dx6P9+LFizFjxrSlrGJzcPM/0ZKkxcXFKSkpycnJMTExuMwjvs3h94Jjz8ThoyL8f1JlVMipU6cYDMb06dNxdqmkkJWVvXjxorW19dmzZ52cnLC7qAn8sjJKeDiEhUFYGCQkAJ//4YmffoLU1E/XJSeDuTlUVgKLBcXFUFYGJSVQUsKvrz+dkdFkzIEDB2Z8PDl06NCZM2fOmjXL2tr6i2usJm0Uq6ur8e2puLhYeM/KyMioqKiorq7GxbiVlJQYDAaTyRTGFrUXAYMRDQDKyqMAbuXm5mJp6XS6eMN2Grdu3SoqKjI1NZVg31Ds0X/x4sWaNWtwcHJb4XKByYS3b8HL68OZ/v2By4WsLDh9GgwMoH9/MDCAvn2hR4/WR0pOTv7333/v3buHi+8DgKKior29vaur66xZs4SWc5xQW/AR4cUYGRmZPn36GBoa9u/f39DQcOzYsW5ubiYmJurq6ocPH96xY8fSpUtxQbUWiYyMxCGE0dHRuDFTi7BYCQDQv78jfnjx4kV8p83Pz2/9PbYb6SpCPp+P11br1q3DhdgXL17cijO/7QQGBkZHRyclJd28efPq1auDBw+urKy8evUqAOjq6o4dO9bBwWHq1KlNvHct8N8YsFZQU1MbOXKkoaGhu7u7pqbmhAkTcJljiaCvr6+vry9cd3O5XIFAAB8VYXuWkP+FxYqH/3eKkMvlnj59GgBwVTDJMnjwYF9fX09Pz3Xr1tnZ2eEaIsXFxREREU+fPg0PD5/cs2fAq1cfrpaVhZEjwc4Oxo4FS0sYNAj27IEFCyA+Hp49g717YdmyD1fyeFBWBoWF7IqKEzk5uMtoSUlJUVERjUbLyMgwNjbesGHDrFmzsC+8fWAvTvPVNJ4I31NUVFQYDEZDQ0OLivDw4cPXrl3Db7n1BmosVjKfXysn119WVh8A5s+fj6tzCXe03xyBgYEgtuGqCWQy+dKlS0OHDr19+/Yff/zRpDB6UxoaID4eIiIAr7TWrAEyGUQbqwkEQKPB4cP/eZWy8tvp0/fU1/ft29fAwMDAwKB///4GBga1tbU3b978+++/09LS8IUaGhqTJ092dnaeM2fO55ZBhoaGVVVV2c3Iy8vLzc3Nzc0VvXjy5MlPnjzB9nkej9fKO+NyuSwWCwBav3niHaGSkgV+qK6ujm0hkuqZ3BzpKsJ///03Ly9vwIABNjY22FOIPTrio6Ki8s8//0RHRy9fvrysrIzD4ZSVle3bt8/V1RX3gpAStbW1AKCurl5bW6uhodGrVy/RDaiYlJSUvHnzJiIiIjIy8smTJ/Ly8rgRh5g7Qi63hMstpVA05eQ+uwT7Frl69WphYaG5ufmkj4FFksXDw+Px48cPHz50cHAwMzMLCwsrKSkRPqtpaQmOjh+U36hRIFo79+JFuHIFTp2Cvn3h+fP/PCUjA717Q+/emgA//He6rVu3Hjx4cNWqVU22d5KiqqoqMjLy5cuXQ4cOlZOTU1FRKSsra2hoaPHizZs3L1++HAAuX75Mo9FaGZbBiIQPdtH/D6Smpr569UpVVVV8w1UT+vTpc+bMGVdXV09Pz7Fjxza5TRUUFISHh8+LipJ99QqSkj4ZGEgkKCwEGxt48gRsbAAAaDRQVoaBA8HPD/LzIT8f8vIgPx9qa7NLSh6GhTWZV15evrGxEQB69Ogxbdo0V1dX0aCYVmhxOcXhcLAuxEZ4/L+FhQV8TD9tsQ2FkHHjxn3//fcAIBAIWrlzsliJAKCoaIkfzp49G2cKXbp06Ytitw/pKsJTp04BwPr1669evVpdXT1mzJh29NT4HGZmZrgk4OnTpzkczty5c3fs2CGpwT+HUBHiBW+TekvtAPcDioiICA8Pxy0b8fm3b986ODhIxDQqYheV2Aq3K4CTUzdv3izBlTumqqoqNzd32LBhwcHB3333XWVlJY7z6tWr18iRI+3s7GxtbUeOHAmfu5tQKLBs2addYNvAGcc8Hu/8+fOBgYHr1q1bsWKFmG+ExWIJt7Dv3r3jcrnwcdOGtwKfU4Rtp6EhEgCUlW0AYNWqVUK/4OzZs1t0QHZxAgMDEUJLly6VhvDz5s37/vvv//rrr8WLF0dGRmLlh3/7KSkpAGBsajoiJQVkZMDaGmxtwc4OJk4EbW1gscDFBVavBl1dePwYTpwAQ0Pw9v7P6HV1YwoK7uXk5IsQFRXV2Ni4YsWKZcuW2drait9ZUE5OzsTEpEXvL1aEWOmKA4dTwONVyMj0kJP7bOSqxJGiIsQB3IqKisuXL3d0dASAdevWSXwWLpcbHBwMAJINl/gcQkWIbeLtUIQMBgM7NSMjI9+8eYMHxKipqY0ZM2bMmDG2trajR48uLS3Ny8sDgLKystra2nablP9fOghfvnxJpVJ79erVJMdLIpw8eXLXrl2//PLLnDlzcOLUiRMnHBwccBy8lBAqwtzcXCqVWlhY2L5xeDzeu3fvnj179uzZM3wfxOfl5eUnTJhgb2/ft29fJpOJTVg4LqZJHzRtbW3hl01dXb31ZoGiO8Jx48YJz3+LbS8bGhouX74MADhaWxoEBgZGRETExMSoq6tjIyFGS0trzJgxMHUqDB0Kw4dDk4bviorw4AFkZUFNDWzbBi11dQU1tX5mZv3MzETPGRoa5ubm7ty5s0lcsQTJyMiorq4eNWoUvhm2siP8/vvvhQ3u7e3tP6cysR9HuB0MCgoSFtDfu3evlN6IFBXh6dOnBQLBwoULMzIyYmJitLW1Www6EJOQkJCioiJzc3PRH6H0qKurAwB1dXUNDQ3crqWNPHz48PHjxxEREfHx8aJmdENDQ1tbW6z8zM3Nc3Nzw8PD//777x9//DE1NZVMJsvKygqLwRsZGZmampqZmRkZGRkZGZmZmTXpsdAiPXq4qaraysp+yV36TXH06FEA2LBhQ1s+ga+CzWZjL9HkyZP9/f3xLLh3uVTBq3U+nz906FBXV9evVbrCYOnQ0FChfw7nRNva2trZ2Tk4OOBrVq1aFR4ezmaz9fT0fvzxxx9//FFTU9PU1NTa2trMzMzU1HTp0qVC19HMmTNbnVagpjZVRqanoqJFO95yV+Py5cu1tbXjx48fMmSIxAc/cOCAgYHB/PnzFy5ceOrUqbq6Oj09PWxdsLOzs7KyEi1E1QJkMnx96Dg2liCE7OzsSkpKwsPDhXnJ4iC0NNy9ezc1NdXGxubNmzdfNI2KFrtvRZ99dBB+UIQ2Np+s7paWlmLL/hmkkZOBEGKz2T179gSAd+/e4awJKfVXxDWCg4ODpTG4KAUFBWfPnsXT9ejRY/Hixfv37w8JCUlISGhL37JFixbhDxx3RRD2n2poaHjx4sW+ffumTZvWJOBYTU3N3t7e2dnZ0tJSqaU1oJycXFLSqKys2YWFW+j0P+rrw7nc/9SZFAg4GRlONNqCzEzn6moJ9OjpImRkZJDJZHl5+VayNtsNtucPHz48JydHRkZGVla2YxoIHDhwAAC2bdv2tS88fvx4k3CqQYMGbdiw4ebNm5WVlYmJiUePHnV2dlYViZrGCnLBggWjRo1SbRJNDUAmkwcMGPDokUdR0S9VVdeYzCSBoIWu0RxOSUGBV3b2ovLyDqqDJW1wxVpptKUsLy9XUFCgUCjZ2dnYo9Yx/bFxpTQajYbDBsX8JmdmZh4/ftzJyUm0yqO2trabmxufz3/37h0AmJmZteV+2ArZ2QupVKiouCjOIF+LtHaE165do9PpVlZWRkZGISEhJBLpC4FS7SImJubt27eamprYAds+Xr9+LdxNRkdHm5ubC//MwoXP06dPY2NjEUIAYGJikpmZ+eeff4oOoqenhzdqwh2boaGhqO9q8eLFZmZmdnZ2I0aMqKuri46OjoiIOHPmDJVKFTURCBeJ1tbWo0aNEo2Sqq6uxkmH2dnZ+EAgqGGz3zZZgcnIaMnLf6egMEhBYaCq6iQAnpHRNfyUQMAsLNyipjZJVXUihdLWcNkuyLFjxwQCgZubm/iJJU0QCAS4ENSWLVuOHj3K4/GWLVv25dhjsamvr09OTgaAZ8+eHT9+3MDAoE+fPjjF8IuvVVBQKC8vFwZLOzk5ycjIREREPHr0CNf1EF6Js+wdHBwmTZrUQyTavnn2Do1GU1OLLCmJxheQSDJycgYKCqZKStaKimYKCqaKioPz89dqai5UVfXkcAoAgM1Ok5PrQyaLmYzRaYSFhSUmJurq6roIk4klx+nTp9lstouLS35+fkJCQq9evXC1ZGkj3BEKD752BDabHR4eju+BuPYextTUdMaMGQ4ODiNGjHj9+vW6devu3LmjpqaWnJysqKjY3Hw1cODA5kuu5ggEbB0db23tlUpKHZRBiCG146NpC6NHj3779u3Zs2crKyu3bNkybdq0+/fvS3wWNze3K1eueHt7+/n5tXuQAQMGCOPi7O3tg4OD6+rqnjx58uTJk/DwcKGWUlVVnTRpkqOjo42NDYvFSktLS09Pz8jISE1Nzc7OxmEIoqipqQ0cOPC7774bPHjwwIEDtbS00tPTcVCoaPCxjIyMlZUVNo3a2to26fnSOo2NLIEgg83G/9IaG9PZ7Aw+/4PTkUxWtLAoS0mx1NRcoK29Ul5+QF3dk8zMKQBAIlEUFa3UVCf3znQAmzFNHRJdm5qamr59+zY0NCQkJOAlvAS5efPm3LlzDQ0N3759a2Rk1NDQEBcXJz2DTE1NTWho6L17927evMlgMIyNjbOyskQvkJOT69Gjh76+vpGRkZ6enuhB//79sTGturq6vLxcS0vr5cuX+IYlmkqvo6Mzbtw4BweHKVOm4I6YX4TL5WZkZPTokSYQxLNYySzW+8bGbACB6DV9+vxWW/uoZ8+1mpof/B3JyYMbG7MUFS1UVOxUVGxVFexkFCVgheswFi1adO3atV27du3Zs0eyI3O5XCMjo8LCwufPn588efLGjRs+Pj6tJNtJEBMTk6ysrMzMTBaLxeFwhgwZ0sbU59zc3CdPnjx9+vTRo0f19fX4pJaWlr29vYODw/Tp0+l0+sOHDx8+fBgZGSn09fTp00dJSSk3N7fF7AgbG9Pz57UVFIzl5T/9o1A+aUcutywry0lVdSKHU6Sru7Ujwxqkogjj4+OtrKw0NDQKCgqGDRuWmZl57949YQE6SVFeXm5gYMDj8TIzM8VJumqiCOfMmSN0CFEoFGtra0dHR0dHx9GjR38ui4XH4+Xn5ws3asKcG9FrBg8enPoxz1pVVXXUqFF42zdu3DiJJFYK4XJL2ey0xsYMPr9WR8eLz6+prg4pLz+uq/uLsvLoqqo/6+ufNTREItSoUWg8YHYWKCqCrS04OIC9PVhbg6QjMCWOv7+/t7e3o6Pj48ePJT64ra3tmzdvfv/995qamh07djg5OQnL/bSDiIgIMzMzbPGOj4/v2bMnrpNQWVl5+/btGzduPHv2DN8yKBSKnZ3dhAkTFBQUioqK8vPzCwoKioqKcP5Mi8jLy+NdY69evdLS0nDrKPyUlpYWjouxt7eXSDaRQMBks1NYrPdYL7JYyf36BcvJ9S4s9OLxKvT196qpOaSnT2AyYxD6sCI097eVD8sGO7sP0Y9WVtC6D6xTodPpffv25fP5OTk5rZTZbB/Xrl1btGiRmZnZo0ePsK0yJydHtDCQ9MCKMCkpyey/QTStU1VV1bNnT5zKTCKRrKyspk6dOm3aNHNz81evXv37778PHz4sKCjAF1MoFEtLS2dn5xkzZggLbGEbg2gCYlpa2syZhps3JzWZS1ZWR17eRF7eWFHRXE6ub0NDWN++J/BTLFZSRcUfamoOqqoTpG1pkKRplM/nx8fHv3z5Eqc5z58/HyE0btw4GRkZ0SoqkuLUqVONjY14/S7mUB4eHvggIyPDxsamX79+Dg4Ojo6O9vb2Pb5UrwEAZGRk8PZftBJVZWVleno63jjeuHEjNTXV2tp69erVtra2pqamX3CMi4GsrK6srK6q6gT8kELR0NZ2V1AYXFZ2lMmMk5c36tcvWFZWv6EhjEyPg2HXIT4enj6Fp09BWxtKSuDYMcAKZtw42LoVZKRee+ir4PF4J0+eBOkk0UdERLx580ZLS2vRokW4X4qXsJxHuzh8+LCPjw9WhJcuXRo+fHhdXd2NGzdevnyJF9EyMjIODg5z5851cXFp0czL4XAqKipwdRjRMjHFxcVlZWU0Go1Go/Xo0aOyslJRUdHW1tbBwcHW1raJUV18yGQlJaXhSkrDm5w3MXnc2JiTnm5rYvLEwOCUvPwAJjOmoSG8oSFCLj0fSkrg+nW4fh0AwNMTfvkFfvkFcnNBTu5DvacuQ1BQEL6ZSFwLwsc8Hw8Pj5MnT3K53MWLF0tbC7LZ7NDQ0OvXr+fl5SkqKpqbm2NbJUZoWvicuVJLS8vR0VFNTc3JyWnq1KlMJvPevXs+Pj6vX78WbvV69eo1ZcqUGTNmTJ48uXk1NVwhRPSMQCCori6Sk8tsbMxis7MaGz/843LLuNyyhoZwRUVzY+P7hYVbyGTlHj1WKCgMrK29X15+rLz8GIkkq6w8Wk3NQbdoMslyhFRuSm1xJD569Eh4/Phx04Z2wg5EokHYCgoK48aNw72HmvdtEB8Oh4O/TC/Frj9rZGSU9pHRo0dnZ2dLREJRHjx4sHnz5hYrg0sVBiO2oGAznX42I8OxrOwIlUqmUoFKhcTE/rm5K7mh/6DSUlRRgUJCkLs7+ukndOwYWrMG8XhIIECenmj//g4WuBUKCgouX77s5OQEAMbGxgKBgMFgHDhwQIKNA2fNmgUAO3fuxP3WLSwsxOwt7uLiImxEt2nTJrxAhI/tIwICAsQJ9mEymenp6b/99hsAWFtbt7FThARhs7MQQjxeTWJi//x8TyoV4uLUMjKmFBfvgzH7xAAAIABJREFUbah4ierqUFISungRubsjU9MPfbDv3UMIobIyZGmJ/tvyohPh8XjYaPz06VOJDx4bGwsAGhoalZWVOKapSWd2CcJms+/evbt48WKhesNxT62sinR1dUeNGrVgwYItW7acPHny/v37ycnJDAaDwWCEhoZ6eHiIFkLDFjIfHx8qlSrmT+MjgsbGgrq6F3R6cEXFJYQQj1dbUXEuKWlwXd1TJjOxqMgnLW1MTIwMlQopT3UQiYSUlZGDA/LzQ1Tq1zbLa4U2KUJDQ0PhsZGRkUAgeP/+/fHjx11cXJpsmAYMGLBy5cqTJ0/iP3kr9cXF5MqVKwBgbm4u/t8Dd2TGTJo0SbKK8MKFC7dv38bHjx8/xum6HYKguHhfff2rhoa3lZVXGYxYHq+OTj9Doy2Ij+9JpULsW1mkqoJIJDRkCNq0Cf37L2Iy0ejRSBhXVlWFzMykLWVUVFRmZiY+TklJwRFJQoqLi3GjK9HAa01Nzb59+zIYDFwUscUuxO0gPT0dR6IWFxfj6f766y8xx3RxcXF2dnZzc3Nzcxs8ePCtW7c8PT0vXbrUYs+H9pGXl3f69Onr169LasC2wOPVIoQKC7dmZExJT7evqvqnpOTA+/cD8DKLSoXSE6MRhYJMTZG7O7p4EeXlofx8NGLEpyGCgiTVClt8/vnnHwAYNGiQhG7u/wG3ev7555/Pnj2LlyzijEan0/ft2yd86OHhgUR6leBAfYypqamPjw+NRsMX5OXlvX79+tKlS3v37l25cqW9vb2xsXEr/kLRnbGent6KFStCQkIk+L390tsMLijwyshwLCn5taHhHZdbVV19pyZ0Nxo8+FMTIQD07BmKiUHff4+cnJCXF/rYxrwdtEcR4kWokP79+y9fvvzixYuisbnPnj2jUCgUCkXMHsefQ4JZE1JVhL/++qtQyL/++mv79u0SHLwVGIw4KhUSE/vw+aysrDnl5adEnuQzGHHVKb+jKVOQktKnbxWNhgYMQMLQZ4EA9ZZ6/8Jt27ZdvXoVH585c8bX1zc7O/vChQvLli1rYvHW0NCYMWOGn58fbsTxww8/REdHy8rKkslk8a0C6GM7pzVr1ty5cwcA+vXrJ37nMxcXl+fPn5eWlpaWluJqy+LLKcrw4cOFx6NGjcIGmA6ARluQkNC7ru4Zk5nI4326OXI4xVVV1/PzPZl7l/yn8VnfvigmBjmLdAG7cwdJtHPW18Lj8ZKSkrApS0lJSU5ObuvWrQKBICgoyNHRUVJGLJw1QSaTaTQarlUmZmuq3NzciRMnCh8aGRn5+/uLVjywtLT08/PLyclp44BVVVVUKjUkJMTPz8/DwwO3rpSRkZGTkzM3Nz9w4EBsbKw01gctUl19Mz//h5ISv+TkIWVlx4Trqrg4TRptbuODCygzExUWogsX0JIlyNAQpaWhIUNQVhbi89Hly2jy5HZP3SZFqKqquuoj6urqkZGRwiax2EXfItu3b8db769tZflFqFQq3hm0sV1y65SXlwuPKysrJWvI/fXXX48ePVpeXl5eXh4UFNRhirCk5CCVCrm5K2trH1OpkJLymXUom41evEA7dqA5cxBCyMEBJSZ+eCo7G40aJW05myjCffv2iaYoqaqqOjg4+Pn5hYWFcTgfUtmSkpIUFBRwd7edO3cCgKGhYa0Yi0GEUFlZmaKiIolESklJwTWjAwICxH1vzUyjEleEoitUExMTafggmiMQ8OLje1CpwGZnJSebx8TIMBgxLVzX0ICePUN79iBHR+TujioqkKnpp2cPHUL+/lKS8Pfffxd+7NevX3/y5Ak+5vF4VCr18OHDzs7OzSPULCwsysrKsGfL19dXIpLs27cPAGbNmvX69WsA6NWrl5g5di0qQuH+D9doFJ8xY8YAgLC1ZAfAZmfn5a2rq3vGZL6vrQ3lcEp5vNqqqn/y8ta+f29MpQI1miTQ00EAqH9/tGoVunYN0enI1xcdO/ZplBEjUHsTJdvkddTU1Ny1axc+Dg0NHT16tGj14c+xd+/eqKio58+f/+9//7t//74Ew0MCAgIAwN3dvcU0869F1J7QpNaURPj777+x5s7Ly+uY8jcAIBeeqaDdQ9XQoa4uFADU1Bxbvk5eHiZMgAkTPjzcuBE2bYKTJ0FGBjw8QAoBKc3x9/fHhu6CgoJFixZNnz6dz+ePHz9+woQJQ4YMaf61MTMz271799atW1evXh0bG/vkyZO3b996enqeO3eu3TKcOHGCxWLNnj27oaEhPDxcU1Nz5cqVYr2rDoHD4URHf0j1E7/GYxthMt/xeJUKCgNJJHkWK5lCUVFUbKkOi7IyTJoEovXQhw8HPz9YtQrS0+H8eXj+XEoSJiQkCGNlMzMz1dTUkpKSXrx4ERYWJtoTw8TEZMKECRMmTBg5cuS0adMSEhKOHDly4cKFKVOm7Nq1y97efsSIEeKIwePxgoKCAODHH3/E8TJr164VvxBSQkLClClT8DFCaPny5U5OTpIthbN3796ioiKpFhRsQk3NbTr9FJ9fp6W1sKLirLb2anX1aZqaczU15wIAh5PLLHtFGvcQnj+H3Fz44w/44w/w84PiYhg//tMofftCcTG0L+u3LdqyiWm07Wq2pKQEZwRLaoWFECorK5OXl8c1GiQ1pvToHNMog4EUFJCMjKCK3rBvUcFly/qaF2197YsXaP16tGYNahYVJQ22bdv2559/crlc3FOpjd8TPp8/YcIEAHBxcUlNTcXroZCQkPbJwGAwsHEpIiJi7ty5ACCpP1NjY6PQrMTlciVuuuzRo8cvH9HS0uqYHSHz1pGCC1aFtE10+hkqFbKyXNr6Si4XHTuGFi9GP/2EpPnjXb16dWhoKD7+9ddfAwMDhepHT08Pm7Jyc3NFX/LmzRsKhUImk1+8eIGrFg8ePJjJZIojBu5jZWpqWlhYKCsrKysrW1hYKM6AqKUdoZgDNsHb2/vGjRv4ODAw8NChQ5Id/3Okp9tTqVBZeTUnZxmVCqWlv7V8HZ+PYmORvz9ydERxccjfHx0+/OlZKytUXNw+AaSrCBFCDx8+JJPJMjIyr1+//jrRPpKRkXH27FnhnwQnos6dO7d9o3UwnaMIHz5EAGjECFRS8iHOqsNDCttIcx9hG19YUFCgqakJAJcuXcLLbW1t7eJ2/QyOHz8OACNHjqTRaBQKBcfLtGOcjqdTTKNoxAgEgB48aNyzoXL/uOrs8x0x6dewevXq4cOH4/RfExOT4OBgPz+/S5cuFRQUtPIqbGbv06dPSUkJ3mD9+OOP4ohha2sLAKdPn8ZOokWLFokzGkbaitDLy+uff/7BxydPnvztt88oJMlSW1vnNSn7limPV5GQoEOlAovVNhtvUREyM0Pv3yMOB505g2bNarcIbVKEdXV1LR63kW3btuFvGJ1O//LVCKGPKRlubm7CWhhqamo8Hk+CWRMdAy60jY+jo6Pv3r3bEbP6+SESCW3fji5eRABo+vSOmLRd7Nq1SxjxeO7cua9agZ4/fx4A1NXVc3JycASpo6Pj1zr2eTzegAEDAODWrVu4O8rKlSu/aoROpBMUIZ2OyGSkoIBqa5G6OgJA/91adQWa7AjbGFLH5XJxCJ6bm1tsbKycnBz2Q7dPhuZZE2/evGnfUKKUlZVt2bJF+HD58uXijymKl5fXzp07Hz169OjRox9++KGDFOHffyMANGGCgBrFWja29Nq0r3htUhJasQJNn458fJAYISPSKrotCpfLHTt2LABMnTr1c9Yh7Mc+cuTIrFmzmqRk9OrVa+7cuceOHWOxWLhJikSyJv6fU1KCSkrQqVNIRwdJIu6jazJ//nwAsLOzy8/Px1+bU6dOffllIkRHR8vLy5uYmJSXlysrK5NIpOTkZClJK3GCgoKEx8HBwR3xo7hyBQEgJyf06hUC+E/8S5ehfYoQIZSVlYXbbly7ds3X1xebUisqKtohA25rvHnzZuy6HjZsWDsG6Xi8vLyWL19+5MiRI0eOzJ07t4MU4ZIlCAAdOoS2b0cAyNOzIyb9Lx2hCBFCBQUF2A3j5+cnPMnlcqlUakBAgKurKzZzCcGm/ICAACqVyuFwhJepqKhQKBTRQQiaUlWF1q5Fjo5o6lR05w4SCLqsXVR86HQ6bivz22+/3bx5EwCUlJTS0tK+apCSkpKoqCgfHx8AmDFjhpRE/X9CRQW6dAk9fPh/7N13WFNXGwDwNwMIS3AggogIbtxxo4KKG+vEuhAnddQ9qFalfmrVVi3aqsUNzuIEcYKIgrZoEJSlKHvvnQAhOd8fR9MIigg3gM37e3x8bi7JuQe43PfeM95Dtm4lAGTNmvqu0EccOXLkxYsXdPvKlStfNE2ersClq6sbGxtL+6EnTpz4pRXIzMyUzZro3bs3ALi61ulaCjVWP02jjo7E0PDdXAgAooC0Bp9VR4GQEHLr1i3aWSgblVshC2Lbtm3nz59/+vTpmJgYoVDo5+e3bdu24cOHVx4aOmDAgNrP8frPGjuW0MbG3FzSrx959qy+K6RYd+/eZbFYampqISEhdnZ2AMDn82VzLarp7du39IGyxj3ZysLLi/zwA9m9m8TFkcBA8j4Zwn8JzYpsbW0dHx9Pb9BPnTr1RSVcuXKFy+WOHz/e398fAPT09Go5a6LO1E8gFIlIQgKRSMi2bcTSkjCXK6r66i4QEkIcHR3lOwtnzZplampKV+aLi4srKiry9/ffvXu3tbV1hUHGpqamdnZ2Li4uISEhNOXPli1b6rLmX43c3A9aq86fJ2vX1l9t6gjt2+vcuXNaWhrtVP7pp5+q/ohYLKbzqe3s7GgemdatW7do0QKb3KuyYweZO5cEBRFPT2JuTuLj67tCCpGRkUHzvjo7O7u6ugKAlpbWmy8M+YmJia9evaJN91/Rxerp06eyyfgREREvZbOKFWfNGmJlRebOJXw+efhQ4Yf7hDoNhGKxmM5WHjNmjFQqLS8vLygo8Pb2dnR0tLCwkM/3w2azZavXVhjr9ejRIzrQWRGJAb96r18TK6t/X96/T+zs6q82daS4uJi2Lqxbt87f379t27YffbBLS0u7fv36hg0bBg0aJD9tn464oXvke93QB8rLibHxv83sx44RhpLbNUDXr18HADU1tRcvXnz77bcAYGFh8UVjkSQSiY+PD5fL5XK5VY9WVWo3bpBvv323nZhIOnYk9dTUV6eBkMh1Fg4cOLDCdGkVFZX+/ftv2LDBy8srLy+vikLoQOeWLVtWfxiqshAKiakpkY1IOnKk4WR0VCiBQEDTrfn6+sqazWkaLVdXV5qtlPXhClO0mYH2Q0skEtrFqKmpGRUVVb/fSwOVlPRBstC//yZTp9ZfbRSOLiRubm6emppKV2b+bObk4uJi2qZlY2NDU3OYmpq2a9eubir8VVq3jvz1178vhw4l9fTXV9eBkBBy/vx5DQ0NmhCdy+Xy+XxHR0dPT8+qg588iUQydOhQABg7diy2ZVX0/fdk40aSkkIePyZduhCluRulE0wNDQ0vXrz4448/Dh06lI4AlNHW1h4+fPjmzZtv3ryZnZ1duYQZM2bQW7Q6mpD3dREKSdu2/768cYMsXlx/tVG4oqIimtV2w4YNd+/eNTQ0vH37duW3paWlXblyZfXq1ZWXvjI2NqZdPCdOnKj7+n8dVqwg7+fvE0LIqFEkNLReKlIPgXDz5s0A0KtXr0ePHtV47ZjExEQ6uuHgwYPMVu+rJ5GQo0eJvT1Zt+4/OZbhU8Ricbdu3Sr0LsuGH/v7+392wabc3Fx6779nz566qfNXZuzYd+solZaSMWPI+ykK/1WyrO6+vr7yWWaio6M/2szA4XBkHTq0p41O98Jmhk86derfQQzFxcTMjNQum0+N1XUglE9nVcuirly5Qk8ybCBF1MiRI1ksVvv27R0dHT08PNLT07+0hHv37tExqLLx9+hfaWlk+nQyahQZNoz8+Wd916Yu0BzLRkZGvr6+dAaXfGpiev2xsLCgbVofXaWINjP06dPnS0cyK4WyMjJsGPnhB3LyJBkxgjCxmlDN1HUgpNmw+vbty0hpP/30k5+fnyzZjVQqrX77KvqPiYyMZLPZPB6vlgnS6BhUc3Pzr2XIO1IcsVjco0cP7odLohsYGNjY2NBFUarTzFDNkcxKqryc+PqSixfrt/mqTgOhLJ3V1atXmSozMDBw+vTpdDs9Pb2f4lcOQg3TnDlzAGDZsmW1LKeoqKht27YAUMer3aKGad68eWw229DQcOnSpWfPno378pRydKA7l8tlJMsaUoRqLcPElCtXrkRHR7dr127ChAl1eVz0n5eYmHjhwgUVFZV169bVsihNTc0zZ87I1qmnQkNDmV3pBn0VhEKhh4eHVCq9ceNGr169albI4MGD165d+8svv8yePTskJERbW5vZSqLaY2yNwOrYv38/AKxdu5bBtQkBIC4uzs3Nzc3N7dKlSwwWi74ie/bsEYvFM2bMMDExqX1p/fv3HzBgAB1AT+Gtm3I6d+5cTk6OhYVFjaMgtX379p49e8bExNCxzaihqbtAGJSTYzhtWitTU9qExSAWi8XhcOgse2ZLRl+FjIyMkydPslis9evX13dd0H/Kn3/+CQBLly6tZTmqqqpnz56dPXs2XYqHkkqltSwWMaXumkbP5OQkWFo6fftthaQetde6detZs2YBQEZGBk2JhJTKxUePSsXiCRMmdOnShcFiExMT//e//9FtiUTCYMnoq/D48ePnz5/r6enR5ZprqXPnzmfOnOnVq9eDBw90dHQAYOrUqVu3bu3Ro0ftC0e1VEeBMK6k5El+Po/NnqKvXzdHREqiSCK52rbt2KdPt1ZKzl5Lurq61tbWdJuufYiUCl2JwsHBQU1Nrb7rghSrjgKhW1qaFOCbZs10uQwfsX379rIGMV1d3b179zJbPmrgLmVmFkkknbW1e7Zvz2zJ2traAwcOpNsV0rOh/7zMzMwrV65wOJxFixYxW/Lt27fpijppaWnMloxqrC4CYY5YfCc3l81izWzenPHCdXV1Zf3YqqqqNKk3UhJlUulfGRkAMNfAoL7rgv5Tjh49WlpaOnHiRDoLkEHJyck0/5FQKGS2ZFRjdREIz2VklEmlIxo3NsIWBsSo61lZWWJxZ03NvkwPSdfT03Nzc5O9vH37NrPlo4ZMIpEcO3YMAJYtW8Z44QsXLqR9hPfv32e8cFQzCh9mKZRIrmZmAsBM7B1EjCon5Gx6OgDMb9GC8cK5XK6pqansZYVFpNF/240bN+Lj49u1azd8+PD6rguqCwp/IkwqLdXmcttpaHTV1FT0sZBSuZuTk1JWZsLjDdHVre+6oP+UBw8eAMDSpUsZ7xvesWOHxvtRXStXrmS83RXVDIsQoohy88rLvbKz6bYZj9dOQ6PZh2uUIFRL81+/fllUtM3EZFzTpvVdF/Rf4OfnZ2VlRbddXFy+/fZbXbzHUg6KCoRvRKLdCQkLDQwAQF9FxZTpuYNIaWWUlZUSAgAiiSSoqMhWT4+LQzoRE8zMzKKjo+l2x44dQ0NDVfD2XTkosGm0KZc7oFEjxZWPlNP6mBgzHk+FzQaAH4yNMQYihGpJgYEwuKhocVQUACxv2dIcOwgRc1YZGTViekIqQnl5ebJhounp6fVbGVSXFHg16aml9YuZmeLKR0rrfEaGGpvdmscbhl04iDna2tqrV6+m23fu3KnfyqC6hLfV6OvTQUNDk81ujP03iFEcDocuRQkA2DuoVBQVCDkslgaHo6DCkZLja2lh0yhCiCmKmlBvyuP9xMTKcAghVDeePXsm237y5Ak+FCoPRU2fQEhBokQiMx6Pg1MmEEIMwUCIEEJIqeGS7gghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqXxwIJRKIjf13OyWF4QohpRUbCxkZ/24LhfVaG/QfkpwMycnvtpOSIC+vXmuDGp4vDoRZWWBqCpcvAwBkZMCsWczXCdWZXbt2+fn50e0zZ86cO3euHiuzdSuMHw9SKQDA5s3w6lU91gXVir+/f2hoKN0ODQ319/ev3/r8/jsMGfLu1urgQXj0qH6rgxqcmjSN9u0Lu3dDQQHjlUF1LS0trbCwkG5nZ2fn5OTUb31atYIjR+q3CogBvr6+z58/p9vBwcG+vr71Wx8A6NULtm+v70qghqomgVBbG77/HrZuZbwyqB5kZGTExcXFxcXVexQEgLVr4dgxSE2t73qg/5w5c8DfH8LD67seiDlFRUU9evSQvWzbtm2Ni+LW7GP29nD6NLx4UePjoobi8uXLT58+BYDQ0NAZM2bUb2XU1eF//4P16+u3FogBe/fuPX/+PACkpKRMnTq1vqsDbDY4O8OKFdCrV31XBTGEEEIIkX9Z46JqGAhZLDh4EOztQVf33Z7SUoiLgw4dalwTVHdys7N/2buXx+MBwNKlS8ePHw8Azs7O9V0vAIBvvoETJ+D163/3PHsGffrUX4XQl0hOTo6JiQGAdevW2dvbA4Cbm1usbHxdverdGzp0AC8vGDz43R6BALp3BxWVeq0WqoXCwsLbt2/TbbFYXONyaj59ols3sLJ6t52cDH36wKhRkJ9f4/L+m4KDg3Nzc+n269evk2Vj1+pMeTns3w8TJ548dGiBQLA0KmrpnTuZ06b96ez866+/lpWV1XV9quH33yEp6d32xo3Qrx+cOFGvFUIfVVYGISHw6hVIJAAAWVkFTk4d2refOXNmeXl5fVfu43buBFkPwMGD0L8/bNtWrxVCHxMcDElJ6SUlJQAQHg45OTmyoQzl5eUBAQFOTk4DBgyIjo4uLS19/Z6Enoc1Q75QWRl5/frddnExiYggzs4kM5P060cAiL39l5b3Hzd79uyAgAC6vWXLlrNnz9Z1DZYsIe3bEwACkN+8OfH3JxMmEIB7S5YEBgZ6eHhERETQN/r7+8uqWi9iYkhx8bvtqCjy8CE5c4ZcvkwAiKYmiYqqx6o1OBcvXjx16hTdfvTo0fbt2+u6BmFhpHdvsn49WbqUDBpEMjKIpSUB2NO//7Rp07Zt2+bu7k7feOnSpX379tV19T6UlETy8t5tx8WRZ8+IszMJCCAcDmGziZ9fvVau4dmwYYNs+5dffsnKyqrjCjTWLD3Z3Dxx1izi6GhlGr9169Y9e878/jv55hvSv/8YWfDat29ft27dZJ8yNTWt8RG/OBBWsGIFASCzZpG3b4mWFgEg789/REjdBsL88vJssZj+e7dLLCbq6jQK0n9J06e/DQ8nf/+tuGowIiqKqKgQdXUSHk5mzCAAZOBAUl5e39VqMA4fPvzrr7/S7Vu3bi1dulRxx4oXiW5lZ9N/SSUl7/aOHEkCA99tHz1K1qzx3b2bjBtXHhJCCPH19VVcfWopL480bkxYLHL7Ntm0iQCQNm1Ifn59V6shadOmjWx72LBhsbGxijtWYXk5/SeUSN7tKi093XSN7JIVq9q+T5+tAGfoDkvLnaampg4ODu7u7klJSUwFwpo3jbq5wdy5sGoVaGvDuXMgEMCePQAAS5dCWloDbRipF3v37l2yZMmSJUtu3bql0AOtePNmT0LC/sTE/YmJ73qNMzNBVRUAwMsrZvhwABDo6t5v3Bj691doTWojJgaGDoW8PLC3B5EIZs+G334DIyN48gT27sXz6l+5ubl0uG+GLA2BYvxTUBCQn19OSDkhUtneiAjo2/fd9siR8M8/C48eBS8vTvfuALBgwQKFVqlmMjJgwgS4cwccHYEQsLeHJUuAz4fYWFi/Hk+telAildqEhm6Pj98eH38mLe3dXrHYPnt/OZu9Q20AAOiL40pKAnV0YOZMOHUKzp37ITo62sXFxdbWVl9ff5tc0/YeGoFqpmbxMzmZaGsTAHL+PHFxIQBEV5fEx5NvvikfOtR99OgxUqm0xsG5mvr371/+/hlh2rRpMTExij5iDcyePdvd3T06Ojo6Onr58uUKfSK0j4zMkz0LUpWeCImNjeIqwIi1awkA6dxXjMzwAAAgAElEQVSZZGaSdu0IAPnxR+LtTQYOTGvZssfTp08VXYGYmBhZU15RUdEPP/yg6CPWwOHDh/v37+/g4ODg4DBmzBiFPhH+lZ5+Lj294l4jo3+34+KIhYX8/bj8I0XDQa9UTZqQhAQydCgBIBMmkMhI0r9/poFBn8uXLyu6AnFxcSNHjpS9bN++vaKPWDNt2rQZ9V6TJk0U90Qokkimh4dX3FtURADK2ewjGkMIgJClNmPGTDe3M7KvJyUlPXjwgG7n5+d7eHjUviY1fCI0NITffgMAWLoURo2CceMgLw+cnLIPH057+XLJnTu3jx07VvPgXD05OTnk/XjZvLy8Bts/b2hoaGpqampqqisbYqswHllZ7pmZT2RjlrhcsLYGNTX6Kr9FC3B0VHQdamnnTujaFSIiYMcOOHUKOBz44w+ipRXVp8+u5OQQe3t7kUik0Ark5uY+efKEbpeVlXl7eyv0cDU2ZcoUFxcXFxeX5cuXK/pYHllZa6Oj10ZHl0nfPxN26gTPnr3b9vGB/v2zs7OXvZedna3oKtXAokVgYwM5OTB/Ppw8CTo6cOcOBAe/tLNzT019tmjRosTERIVWgBAif5mqzShHRbvznvxEPUXIl0iuZWVdy8qKkf1dq6qmqbTiSKWLhY8AIFG1fbt2bVmsfz/y+vVrWQ6srKysgwcP1r4aNZw+AQALFsDt23DlCixcCG5usHCh/9mzI/v02Xfs2LHJkyevWbNm6NCh7dq1q30VqyAQCDgcDgAUYJ4bAABoqqKizuFoc+V+rZcuwZ498Pffj7t3bzl6tM6gQfVXu2pRUwNXV+jfHw4ehFGjYMeOjMOHbWfPTg4MDLx//35YWNiPP/64f//++q6mchnbpImtnh4AqLLf3zrv3Qvz58O4cVBUBIGBcO2azqVLa9asoV+8ceNGfVW1CiwWnDwJXbuCjw9cvw4uLsVbtsz57jvv58+f29jYeHl5LViw4O7duyz5iy7TcnJyGuytVb1gA2iw2QDAlf3YVVTmtfGbp2Xbt2/fjAyTZU/tx4LC003VPBACwKFD8OgRxMSUenndW7RIcutWyfr1658/fz5r1qxz587Z29v7+/vTQKUgN27coGetortJauzIkSN0ul5GRoa+vr61tbVCDzdIR0eH++Hv9OpVyM6GXbssevQAgGOpqR5ZWZtatx7YqJFCa1IbPXuCkxNs2wZ//nnr+PE+V6+Knj2L3rhxo5ubW//+/Z2dnUeOHDl69GjFVSAgIGDUqFEA0GCbGXr06CF7njA1NR02bJhCD6fCZmtU+ENu1Qrc3KCwEFRVYc8e4HK5XK6ZmRn9IpdbqwuL4ujpgYsLTJ4MXl6Bzs6afL7qxYuFc+bMuXr1ao8ePby9vQ8ePLhy5UrFVaCoqOjly5eKK58RfeTm7Xbr1o1ewRREm8MZ1aRJhZ0Ldprq6l5s0lffWKvRlSQAWKCuri7/hrt3744bNw4ARCIRm83EGkq1bFq9eTNFXb2JhoZGZGTknDlzAIDP52dkZBgZGU2aNClfkYOx2rdvL37fJTZy5Miohj2+fvjw4QBQ132EhJBRowgAcXOjrw4kJvIFApfkZMVVgxHl5WTq1K0AMGPGjIiICPpncPny5R07dhgZGcl6CBQhKChoypQpdDsnJ4fP5yvuWLV37dq1Dh06/PTTT4o7xMf7CI8cIQBk+XLZjobfRyizYcNJAOjevXtaWpqxsTEA/O9///Pw8NDX179586bijhsbGzts2DDZywb+UyKEHDhwwMrKqqCgQEHlf7yPkBAzMwJAgoI+/qn79+8vWLBALBaLxeKoqKjhw4fXvia1jaVjxxpMnz5BKBTOmjVr3759xsbGQUFBv/zyy9OnT69evdqoAT921LEJEyYAwPXr1xVU/pOCgpUtW2pWuG0vLoaHD4HNhlGj6I4uWloA8LK4WEHVYAqHA7/8MldbW/vChQshISE///wzACxZsmTixImhoaFWslQOSk9dXf3169dXrlxRUPk+ubnqHA5tF/0ATefRs6dsx7Nnz7Kysnx8fMLDwwUCgYLqw4itW6e1b9/+xYsX+/btO3nyJJvN3r59u0Qiefv27dixY+u7dg3I5cuX/fz8FNfQHVZUtLpVqwo7o6IgOhqaNYMqeidZLBaXy+VyuYy1ONY+lhYWFtJsp05OTr6+vvr6+iwWS6E3VoSQkpKS/fv3y8amuru707EzDVZSUhKLxdLS0hKJRIwX/rKoiC8QzIyIqDhU18ODAJD+/WU7MsvK+AKBZXCwhHwF6JArXV3d2NjYwYMHq6mptW3bVtEHffPmzc6dO+l2YWHhihUrFH3E2igrK2vSpAkAyBIjMEgslY5/+ZIvEHhGR8s/dK5YtoxoaxMWi3zYtECTi06fPp3xmjBOIBCoqKiw2ez79+8vWrSIx+NpaWkVFRUp9KARERGXLl2Svbxw4YJCD1d7dBzKhAkTFFF4YEFBz0ePFrx/7hOJRHTmvrPzu7npn+Ln57ds2TK6HRsbO27cuNpXhoFASAh5+PAhm83W1NTMzMwcPHgwAHTs2LFYliZEAY4ePaquri6bU/xV6N27NwDcuHGD8ZKXRUXxBYLDlRs8HRwIAPkw7ci4ly/5AkG0AuKxInzzzTcAsGnTpqdPn9IG0hMnTij0iHZ2dvb29gkJCQo9CoPmzZsHAIpILuORlcUXCKaGhcUlJAwZMkS239TAgACQ7t0rvP/atWsAMHHiRMZroghOTk4AMHny5Pz8/BYtWgDA4sWLFXrEcePG6erq3r9/X6FHYVBqaiqHw1FTU8uTJeZhztKoqNZbtkx5Pz3Jx8dn4cKFhJDRowkAOXPmkx+8cuXKb7/9lpuby2BlmAmEhJDff//95cuXhJCSkpJu3boBwPfff89U4RVIpdJOnToBQMO/pZK3Y8cOAFiwYAGzxb4oKuILBEOCg/MrdxAaGxMA8vy5/L6NMTHjnz/3iIxkthoKkp6efujQIfrof/bsWQDQ1NR88+aNgg4XHR3N5XJVVFS+okDo5eUFAD169GC2WIlUOjksjC8Q3MrOTqgQCHV0CACpNMOSpj8eNWoUszVRELFYfOTIETrOICwsjA4J8fT0VNDhQkNDWSyWhoZGZmamgg6hCLQbwu39IAOmvBYKewsE7Zyctr6/gaOBUCgkGhqEzSaVe6VlevXqxfjFn7FAKI+eVYprIL169SoAmJiYiCtf+huwsLAwAGjWrBmz1V4SFcUXCI68fxx8kp9/Nzv7bnb2veBgAkAMDMiHyQ0OHDwIAPTm66szffp0ALCwsChXTL6177777qv74ZSVlTVu3BgAmL0/uJOdzRcIJoSGlkulCQkJjRs3lk2yNlFRSQEI+OMPieSDJnY/Pz8AkA+ZnyIUCmV/BSUlJaWlpQzWvGb27t0LAHp6eqmpqYoon44lXLlypSIKV5xDhw4BgA3TiTg2xsTwBYLpv/76zTffHDp06NChQytWrFi4cOGtWwSA9OnzyQ8GBATQX1OJLNsfE5gYeFqJubk57VFYtGiRIqbW0lN2zZo1DXaU9keZm5t36NAhKytLNl+79l4WFT0tKNDicGY2b073/J6UVCCRiKTSPLoI6bhx8OG8qL59+gDAP//8w1Qd6tKRI0datWr1+PHjX3/9lfHC09PT3dzc2Gy2bD7cV0FFRcXGxgYALl++zFSZBOBkWhoAzGvRgsNiAUDXrl3fTbE+fpwtFp/h8QZ9/72+vv6cOXMuXbpUXFwMALTtmi4aULUVK1Y8evSIbu/du/fMmTNM1bzGVq9ePWzYsMzMzHnz5pFarGz3UUlJSRcvXuRyuatXr2a2ZEWztbXlcrl3795lcOHulNLS+7m5XBarr7Z2o0aNWrZs2bJly2bNmgHAH3+8BYARIz45bYkG5u+++07tfZ4QRigkEALA+vXrraysUlJSFi1axGzJAQEBT548adKkCe0a+bowPnb057VrO6WmzmrWrJHcPcG4pk0nNGt24MiRDiYmYRMnVvhIz5491dTUIiIi8quxaFZISMisWbPodl5e3qD6no+vq6t78uRJFou1detWxocmOjs7i0SiSZMm0Yb3rwhd+ZbBsaPXr11L3LWLLxaPbdq0wpe8fH3z1NVFvXubmZllZWWdOXNm2rRpLVq0mDZt2v379wFA0al/FITNZru5uTVp0uTOnTuMJ8b67bffysrKvv3229atWzNbsqLp6elZWlqKxWJPT0+myjzp6tq2uHhMkyaNuNxOnTpNmDBhwoQJAwcOBICAgIMA9w8cGDVnzhwfH58KdySZmZlXr17lcDgLFy5kqjLvMPh0WUFsbCydPnGmin7PL0dHT2zZsoXBMusMfRY0MTFhpDTaSqCjoyM/YnZGePiat29XRkQYzJ6t063b2tevDyUleWRlBRcWZr6f1tm/f38AuHfv3mcP0TAn1dGkYp07dxYKhUyVmZ+fT3Pg/d3gl+aorKSkhP6tRUdHM1IgnVL9xx9/0JeZmZnr16+n25MmTQKAY8eOEUJCQ0O3b9/O5/Pls7GoqKiYVsnOzm7hwoU//vjjuXPnzp07N23atOPHjzNS7dqjT9WampqvXr1iqsy8vDwdHR0AeP5hb/3X4s8//wSAMWPGMFJaZmamhoYGi8UKi4g4fvy4bIS2j4/PtGnT4MNsDB06dNi1a1dSUhJ9Dx1mMXnyZEZqIk+BgZAQcurUKXqljouLY6TAV69esdlsHo+noHZ8RZNIJAYGBgAQEhJS+9JoP/a2bdvkd84ID88oKztx4QKbxxv84498gUD2r9+MGY0aNeLz+R06dACAESNGbNy40dHR0dHRcdWqVQ7vTZs2zdbW1tbWdvz48ffu3RsyZMiDBw8ePHhw48aNBhIIRSKRubk5AKxdu5apMnft2gUAjEzOrRczZ84EAEbGUdNlUlq0aFH5PqOsrIxe0+Pj4+X3JyQkuLi4WFhYVGdel7W19cKFCx0dHU+fPn369OkpU6Y0nEBICKFNIHw+v6ysjJECd+7cCV/PGKLKMjMz6QgyRhYmpIN1v/nmG0JISkqK7ETKycnZsmULAEyfPj0yMtLJyUn29Mxms62trU+dOkWzH9AnRWYpNhASQmxtbQFg8ODBjIxuoMu7KHqUs0LRtuIRI0YcO3bs8uXLvr6+wcHB8fHxX5q+wd/fHwB0dXUrDCOeER4ulEjoZXHH4cN3srOPpqRsjomxj4xsLzf9WVNTszoNBtevX+/SpcuuXbt27dq1devWBhIICSFBQUGyeWC1L62kpITeoFTnKblhou2iffr0qf1QLNoAvnfv3spfevDgAQB06dLlox/8448/AGDq1KnRVUpJSVm4cKHsF7djx44GFQjz8vLoJXjr1q21L012aini8l1nRo4cCQC1/zUVFxfTvsCPrgFOs6adPn2aviwvL/fy8rK1tZV1B7JYLE1NzQ0bNpw/fz4iIqJCTJEf0TNv3ryMjIzqV0zhg00OHz4cEBDg7+/v7Oy8du3a2hSVnp5+7ty5r24sg7zS0tKnT5/yeDxvb++P5t7l8XiNKzE0NDQwMJDf07Rp082bNwPA2rVrKy9qIZFI7t69CwDTrK3byefxe/48Ozv77du327dvv3nzpoWFxbhx42imPlVVVVlo1NHRoTvV1NSaNm3aoUOHH374AQByc3Nv3rypiB9LDfTq1Wvz5s1OTk729vYvX76kwyZr7PTp06mpqd27d1d0MljFsbCw4HK54eHhKioq8OGJpK6uLnspv13hZZMmTXg8nq+vb0BAQNOmTekA2gru3LkDAGPGjKn8JQAICgoCACsrK1NTU0V+r4qlo6Nz9uxZKyurn3/+efTo0QMGDKhNaa6urvTUUnQ+WIUaOXLkvXv31qxZc+zYMW1tbV1dXa33dHV1tbW1tbW1tbS0Kn+pQjnHjx/Pysrq16+fhYVFhS+VlpY+fPiQxWLRoAsAHA5n3Lhx48aNy8vLc3d3d3Jyys3NLS4u/uWXX+gb1NXVu3bt2qNHjx49elhZWUVERMhKe/PmTVlZ2Rd8hzWK61+GJnRXU1N78eJFbcqhcVTWZfXVycvLs7S0pD/2Xr16LVy4cPLkyUOHDu3evbuxsbGWltYX/NqAZjnm2tnZ/fbbbz4+PrLJSaVSKe07NDMz+1RNaDVu3br12To3zD5CSiwW085OOzu72pRTXl5Ol0n566+/mKpbHcvJyaGTq1gsVm2STqmpqdHpdL179z558mR4eHiFCRJ0ivCnnsK7d+8O1etkff78ueyMff36NVNdJwzasGEDAJiamtYm02Z5eTnthrh48SKDdatjKSkpLVu2rNkZ1ahRI0NDw/bt2/P5/GHDhmlrawPApk2bKk+mvHfvHgD06tXrU9Xo2rUrAOzatcvJyWnixIkmJibyB9qyZYupqWnKe/369ZP1LFYHizA9UPijlixZ8ueff5qbmwsEgurnMi8vL3/9+vXjx48DAgKCgoISExOFQuGdO3e+xtv2jIyMMWPGPH/+nM1mS6XSsLAw2stVgUgkyv1QampqSkpKhZ20sb7C2ggGBgZdu3bt3r17RETEzZs3V61a9RtdNPJDEolEV1e3uLg4IyODNlNUISsrKygoiC7FUFpa6unpSdu6G4iYmJgePXoUFhZevHjx22+//aLPRkdHP3v27NmzZw8ePAgPD2/evHlcXJxCF0tRkJycnNGjRz979gwABg0aRNvM5U+kkpKST72U387JySktLa1QuLa2drdu3fh8/qBBgzp27Ni9e3cNDY3s7OzKg9fpgB2pVFpQUKChoVE337viiMViCwuLZ8+eLViw4Pjx49X/YFpa2rNnz4KCgoKCgp48ecLhcKRSaXp6+td4agFAQkKCtbX1mzdvAGDx4sX29vZFRUW5ubmFhYVFRUVFRUUFBQX5+fl0u7CwMC8vT/5LFUqjeezotqmpqYWFxaBBgywsLDp37rx27drffvtt06ZNtEu1gsLCwsaNG3M4nPz8fFkEycvLCwkJefHiRUhIyJw5c+bNmzd06FD6pdu3bwcFBX1B/K7RLcIXKy4ubt++PQBs2LCh6nfGxMScP39+5cqVAwYMqPDHRtt8Zs6cWTd1ZlBcXBz99mlvQbt27WpZ4OvXrwFAT0/v8OHD33333cCBAyvkNzcwMPhUd9eLFy+gyufFr8uRI0cAQFdXNzExsep35ubment7Ozk52djYNH8/7ZLS1NTU1tb+olvIBiItLY3eKdMWBRcXl9qUJhQKJ0+eDABTp06dNm0aHZtQAR3mUFlgYCB8uvvwayRb9sTd3b2KtxUUFDx48GDPnj1TpkxpVSmFNL2IXb16tc6qzaDY2Fjays1isdhsdg3+QPLy8pKSkiIjI589e3bv3j3a/zJw4MAKYxT09fXpzZO/v/9Hy6HPi/3l0iZXJr/+yaBBg76otnUUCIlcltsKa+gUFBTQHkRbW1t9ff0KpxEdbO3s7Ozv7x8ZGUmfrBW6mBHjIiMj6Y0Jn8+nI2V+qJSb6ktJpVLa/i4bPfvw4cORI0fSUewsFsvNzU0qrZiCm6JzpL7G+4lPoX3sI0aMqPAty04tOzu7zp07Vzi1dHV1ra2tnZycPD096YR0a2vrT/3QGqaEhATaqNuhQwc1NTUOh5NeRWaq6qEDXubMmUNfpqamHj16tF+/fvSBpmfPnp8a8Hz48GEAsLe3r2UFGpQDBw4AQLNmzVJSUmQ7xWJxWFiYq6vrihUr+Hx+hfXwtLS0LCwsVqxY4erqGhYWRvNWN27cuMI424bv1atXRkZGAEAbIUeOHFn7MkeMGAEA169fLy8vDwsLc3FxsbW1peOQWSwWXVzpox/ctm0bAKxevbqKwr+OQEjeD5w1MjJ68uTJp04jHR0d2eUpOzs7Pj7+r7/+WrNmjaurKyGEtlHo6OjExsbWZc2/iIeHh6+vL91+8uTJ8ePHO3bsaGVllZeXR2+xAwMDa38UOnfCy8vL09NT1p+vpqZmZ2cX/n6Jr6ysrOvXr1f4IA3Gzs7Ota9DA5Genk6f8A4ePEivUA4ODp07d676CpWRkXHr1q1t27aVlJTQZZMB4MCBA/X93VQlNjZWllkqOTl59+7dANCrVy8XFxcAGDp0aO0PQQe80EaLf/75Z8qUKfTHyGKxbGxsZCd25ZT6dET3wYMHa1+HhkMqldKFmQYPHuzm5rZixYr+/ftX6NxRUVHp06fP0qVLT58+XaFXNTc3Nz4+nk59HjJkiILyAiqCVCql/cFWVlb08sJIutEff/wRADZu3EgIefPmzXfffSf7YXbr1q2KqzpdiLvqR3P5iWTOzs5flCi8TgOhWCzu0aNHhbZyFRWVzp07Ozg40MuT/F28fHfo2LFjaSG0K0hx2SZr7+effz569CjdvnDhwqZNm5KTk0tKSmgvTsuWLRl57FixYgUANH2f+ENPT8/R0TH5wwUowsLCKg+Cp+f3kydPal+HhoNOHqhwhVJTU+vXr9/333/v6uoaERFR4QFRNgf86dOnhBAPDw9aQmhoaH1/N59kY2Mju8v5/vvvvby8jhw5kpubS9szZfPfa0MsFmtpackP3lNVVbWzswsLC5O9RygUmpubFxYWyn+wR48eAPD48ePa16FBSU5ObtSoEX1qkTEwMLC1taUtVZ/K6vDy5cvWrVv369cvJSWF9on8/PPPdVz56ispKenbt6/sZffu3UNDQ2fOnPnq1Ss6aaHCr7tmaHqavn372tnZ0YnzbDbbxsZG/nLk6up6+fJl+U9JpVK61thnuz9qrE4DISFk3rx5bDZbT09v9uzZBw8eDAwMFIlEoaGhx48fX7hwYdeuXSuEyWbNmo0dO3bbtm1+fn60hNzcXNmi0nVc+WqqHAjp9qZNm4CJRTlSU1OdnJxko0zbtm3r7Oz82UWvfv/994KCgqKiIjo3lsGcLA1Bbm4uj8fT0dHp2LGjrC29oKBAIBAcOXJk3rx5Xbp0qXBqaWpqDh48eM2aNVFRUbQQ+kzTs2fPhpAD+qMqB0JCSHFxsaamJpvNTq68DtcXKi0tdXV1lfXfNGrUaMWKFR+9+sjOt7y8PKlUWlJSoqKiwuFwFL2kX90Ti8UtWrTgcDhWVlY7d+709vau5gJAubm59FZ+8+bN9+7dY7PZXC63weYtEolEnTp1kr2UNTP+73//A4DZs2czchT5PG30BqvyOpqvXr2qkNaHzoswNDRkpA4fVaeBsKCggN5YhYSEJCcnb9q0aejQobTbT/6n07dv3+XLl589e1Z2harAz8+PnlUN87Hm559/Njc3p3n6u3fvTscKnzhxgjbfjRgxYvPmzcePH/f29o6KivqiHOohISF2dnZ00BCw2foDB47eubM6T8bHjh3r1q2bUCik6wP07t27Ft9fQ7Rnzx76syWEeHh4LF++/KNNWL169Vq8ePGJEydevnxZ+edWVFREu9w2b95cH9/E59nY2KxZs2b37t27d+8eOHAgDYS0XbRnz561CUIFBQXOzs60T4jbqJHeqFFTnZw+e8UvLS3t37//lStXkpKef/utxfjx1jWuQIPl7u4OAO3bt68wk6Q6/P39ORwOTftAZ3+Zmprmv8902KCIRCITE5OA91q1akUIEYvFZmZmAFC5h+WLSCQST09PmrcP2GzNtm3nLVv22ce7hISEJUuWSKXSEydOAICtrW1t6lC1Og2EdDT/sGHDCCFxcXHy7Qw2Nja7d++uop2hgnXr1kGtZ/m8U1REGG1llT0RZmRkLFmypG3btjR0sT5cBUKmcePGfD7f1tbW0dHR2dnZ3d1dIBDIf19SqdTb29vGxoaW8K4x4e+/LYOD+QJBVjUSQb1+/Zqu0fPokYuVVUd7+2kMfr/1TiwW00YCOjOSZtWpfhOWvMePH9Mr16NHjxRf8S9mY2Nz6tQpX19fX1/fUaNGOTg4WFhYsFgsWT4Bei7Z2Ng4ODjs3r2bnktVd5bQBgbZ3Odu3br9dPUqXyD47vXrz9YnJCRk3rx5Uqk0I+OIQACRkf+p84qiU78PHz7866+/rl279ktb57Zu3QoARkZGqampffv2BUbGE0mlJDWVfHlgroJIJNLT09u2bdu2bdt+/PFHHR0dBweH5s2bywYwyi5TTk5O9LyqTmNpSUmJq6srvb8EAH19/W+uX+cLBJ7VyNY2atSoX375hRBCU2zv37+fge/zE+ouEEokEnpz4eHhQfds377d09OzZuPcysrK6P3F/Pnza16n8HBiaUkmTSKWlmT1aqZOrHXr1k2dOnXAgAGywRqqqqqjR48+fPjwzZs3T58+7eTkNHfuXCsrqzZt2rx7vPuYFi1a9OvXb/z48W3btqV7dHR01q1bJxt+tuj1a75A8PhL+oRfvBgtEIC7+zLZUpEpKSnMZkWve+fOnQOADh060Hv2Gzdu7Nq1y8fHp2bLatM0OrW9x4qOJrt2kY0bibd3zQupxMbG5vLly1u2bOnSpYvsPFFXV7e2tu7YsWMVM3SbNWvWu3fvqVOnrl279vfff79x40ZYWFhgYKCDg4NskpKFhYWnp6dUKs0Vi3sLBIOePy+vdmd2XNwigQB27eoh/1TKSK9S/aJDh3R1dbOysmhI+NT4/k8Ri8V0XYVJkya9efOGgXHv58+T3r3JnDmkTx/CXGo6kUhkZma2f//+YcOGyV+U2rVr16VLl4+eWiwWy9jYePjw4YsXL967d6+Hh0dkZKSsWyEzM3P37t0tWrSgbzYzM6Oru5xJS+MLBLuqMYY2KSmJDqd4/HjQsGEtfHyuMPXNVlZ3gZCuptu2bdsatDB8VEREBJ16UvOsDf36keDgd9v29uTcudrUJzo62tnZmd6h0989j8cbMGDAwoULZU1M+/fvX7x48e7duy9cuPDkyRM6JjsnJ0cgELi7u+/evdvBwcHGxobP58vPs2nUqJG+vr6Tk5P8KhOEkP2JiXyB4LjcwO7Pun+fJxCAu/sfa9asoa2fIysAACAASURBVHuCg4MnTZpUm2+83tEbbboeQu2VlZX17t0bAL777rsaFhEZSXr0ILdvE4GATJ5Mfv+9llWSSCT+/v6Ojo7yZ4WamtqgQYNcXV0LCgpyc3NfvXolEolk55Kzs7Ojo6OtrS2fz6/Q+yDzriGUy50xY0ZQUJD8ESeGhvIFglef63iWCQxsJxDA8+eufeTWVJUfzv6Vmj17NgCsX7/+5MmTUGXekyrQZY0B4OjRo0ePHqV3tDExMTWpUHIy6dKF0LaNkhLSowep3XojEolEIBA4OTn1lEtEzOFweDze7t27aQfemzdviouL4+LivL29jxw5smbNGhsbmw4dOqiqqlY+qTgcjqmpae/evWVJFQYMGHDt2jXZZf95YSFfIJhVqWvwU8rL81esYJmbs06fPh4ZGUl33rlzh9lhWXUXCGlaL2ZHV9NFGnV1dWsyRycvj8hP/r13j8yfT/7+m1y+TAIDSbWjS1hYmJOTk/w0NQ0NDRsbG3qFqvBmWeIDGVVVVVNTU2trazs7O0dHRxcXF29v7+joaLFYnJycHBAQQPvb6cjGCm5nZ/MFgrVv31azqmVlqQIBBAfrXLt29T8TCGmvp56eHoPDf8LDw+lM6hs3btTk84sXk0uX3m0XFJA2bWpWDbFY7O/vv2LFCjrmkGrWrJmdnZ2np2d0dLSst+ns2bP0qx9tZi8sLExJSfn7778vXLiwa9euxYsXjx49mo43Hjhw4EfHrG+JjeULBO7VS1sslZY+e6YiELDT0mL/S4EwJSVFVVWVw+HQBEZQiykEtKNRQ0MjMjKSjnvv06dPTVa3uHKFyK9xv2kTcXUl166RW7dIZCQRiapZTHFxsaenp4ODg+yJDQA0NTVtbW1dXV1zc3NPnTpF3ymVSuntV+PGjS0sLOSb3IuLi5OTk729vV1cXGR3XfTZUVNTU0VFhbYxVDi0SCLpGxTULyiopHpPRElJ10xN4cED/qJFi7zft6/8/PPPTN34UnW0wntwcPDDhw8bNWpkb2/PYLFLly69e/eup6ennZ2dr6/v55MYpaTA48fg4wNPnsBff4H88z6PB0IhHD0Kp06926OmBq1aQatW69u102jRotV7JiYmPB4vODj4xo0b58+fp8mHAKBJkybjxo2ztbUdOXLkp1ZP3rp16+TJk+Pi4uLfy8jIiImJiYmJqfBOVVVVd3f3CRMmmJmZxcXFVU5WBACdNDQAIFIorMaPCgCguDgQADQ1+wKwrly5EhYWBgCFhYXyfwxfHdrxvHTpUhq6GNG5c+cdO3asXbt2/vz5oaGhlfM8fFx2Njx5Aq1awdu3sHz5u53a2qCqCn//Dd9+C8bG0LIltGwJxsZgZJTWqpXEyEhfX19+ATYAEAqF9+/fv3Tpkqenp2zx5DZt2owfP97W1nbgwIEV5kcCACHEzMwsISEhNzeXJveq8AYDA4M2bdq0bt3axMRk7Nix48eP//XXXzds2GBhYVEhZyPVTVPzVnZ2aFGRrZ7eZ79vkSiUxRLzeJ04HK2cnJy//vqL7q+QAvCrc+TIkbKysqlTp8bHx4eEhDRv3rzG+QVtbW3nzJnj5uY2bdq0e/fu/fPPP8+ePduxYwedJ14VoRCeP4fHjyEgALKzYflykO9MUVOD0lJYuRISEt7tMTCANm3Sunb9o1kzExOTNm3amJiYGBsb09bOuLi4e/fu3bhxw9vbW5ZOz9TU1MbGZvz48UOGDJE95M2dO5du5OXlGRkZxcbG5ubmPn78+PHjx7KDczic1q1bt3vP0tKyXbt2RkZGkZGRvXr10tTUpEmPK+Cx2Wbq6lFC4WuhsFs1Eiyz2S8uXgQDA0uAws++ucbqKBA6OzsDwKJFiypkAqu948ePd+/e/dGjR/v27aN5cuURQnIiI5s+eAD+/vDoEaSm/vu1qCjIyYH8fKAzhAIDoXt30NGB3FxITITERMjIgLdvISHB+eHDcqlUvthOnTpFRkbS7ZYtW06aNGnSpEmWlpafjcRWVlZ0IrxMaWlpcnIyjYUpKSmpqal0Oy4ujo4ypRNocnJyKpfWisfT5HDSy8pyy8sbcz//qywufgrvAiFMmTJl3759ABASEkJHSH+N3rx5c+PGDTU1tcWLFzNb8qpVq27evOnr6/vdd99dv379k++jt1YBAfD4MQQHg1QKy5ZBs2aQnf3uDYSAUAgZGe9OKjm+Q4bMevSIw+G0aNHC2Ni4ZcuWOjo6ycnJDx48kF2kevXqNXHixEmTJsl3ClY2e/Zs2oiXm5sb86GUlJS4uLjU1NTU1FS6LvTcuXPHjx9PG+tyc3M/WmA3TU0AeFlcXJ2flVAYBAAaGnwAkEqlwmrfmTVkpaWltBlz5cqV9C9l6dKl1c+TXNmhQ4f++eef0NDQvXv3njlzZujQoTt27LCysqrcSpSdnc19+lTn/n0ICIDnz0EsfvcFNhv274fDh/9965MnsGMHjB0Lb99CXBwkJEBqKqSmRgqFO0NCZO/icDgtW7Zs3ry5QCCge7hcrpWV1bhx47755hua/fFTGjdu/OrVKwBISUmJiIiQnVfh4eFRUVF0m651Q9GlNlgsllAolEqllW/aAKCLhkaUUBhWXFydQFhU9DebDZqaAwDubdy4ce/evQAQExNT+WpfG3URCDMyMtzd3TkcztKlSxkvXE9P7/Tp06NHj968ebOVlVXfvn0lEsmrV68eP37s4+Pz4MGDnsbG954/f/fu5s2hb18YNAgsLKBfP8jPh2nTYNEiSEwEd3fw9gYdHViy5N2bRSJISChLTj4aHx8fH5+QkJCYmJiYmBgbGxsbG6ulpTV//vxP3aFXn5qaGl22u8L+kpIS+qBAL1gfDYRsgA2tWjVRUVHncAjAx8ekyqFPhBoafQGkn3vv1+HAgQNSqdTOzo7xh1o2m+3m5ta1a1cPD4/Tp0/LbpDFYjFNpvz48ePTwcHasbH/fkZDA/r2hS5doGlT+OMPGDgQOBw4exYGD4YxYyA2FpKSIDERkpMhMRGSknJUVQ0NDdPS0pKTk5OTk+lBORyORCKxsLAYP378pEmTqr5IVUabRvl8vvxOiURCwyFF14ioOhCaqav/YGzcUVMztaxMjcVq8ukhXQBQXBwEAJqafABo1qzZvHnz6H66nvhX6ty5c+np6b169TIyMqI3Wx9dl6r6tLS0zp8/P3DgwP379w8dOnTjxo07duyYM2fOixcvmjRpkpqaSuctPH78ODg4+OGQIYP8/AAAOBzo3BkGDQJra7CyAj096NED5s0Da2t49AhatoTevaF373fHkEohORni4oxTU3+KjIyNjY2Li4uNjU1OTk5ISBAKhWpqaiNGjBg/fvyECROq287xnqGhoaGhofwesVgcExPzRk5qair9S9TQ0CguLhYKhR9dVMe6ceMWqqp9qvVQRN7fvvcHuLdr1y664gJdRptJDDazfgodQDx16lTFHWL58uUA0Lx58+HDh1f40Xfq0EE6ezZxcSEf7Z4NDydHj5LLl0m1xwVcu3YNACZMmMDkN/Ch9PT08+fP06nTdBDjrl27PvrOMS9ffh8V9X1U1JbP971Lg4N1BQIoK0vx8fHZvXs33RsZGVn7Of71Iicnh+ZAkc0xZ5ybmxsAaGpqHjt2bNOmTUOGDJFvgL3XqxfR1yc2NmT3buLvT2RTQqVSsncvGTaMjBpF7O1JdnYVhygrK0tISAgICLh48SJtv0pISFDQt0PRufD379+H93OZKhNKJENDQv4XF/e/uDjXtLSqC4yI4AsEUFj4KDMz8z/TR0hvF9zc3FavXg0Ac+fOZaTYn3/+mV6pEhMT6SJiJiYmsqXYKXV19YN2dmTrVnLvHvnoyNvAQOLqSqo9WqSsrIw2GNRZAjwaDlM+MdLiSkaGXUTEkqioJVFRQVWOzRaJwgUCePmyFSFEoX2ECg+EJSUlNRt2XB1FRUVeXl40sYW+vj4dBQfvU3W7uLjI54ViCs2Dbm1tHRERYW1tvWzZMkaKpSMjHB0dZflXaUoaOlX8U6t2TKx2PrD3p1RrRmrbENDlWsaMGaOIwmUDdG1sbORHk7NYLHNzc5oRML3aw5SqSfb07+np6e7u/kXJFqomFAq9vb3p2UXTDjx//hwAevbs+fH3SyQzqnd7IZWWBgWpCQTs8vKC0tJS+aUKb9++zUjl656vry8NVxkZGTQHyLNnzxgpWSKRDB061NDQ8NmzZ+Hh4VpaWvSXrq2tTXMse3t7M/h7l1m5ciUAODs7e3h4ODo6Mp4JLyoq6ujRo7NmzaK3WXTG16cyorilpV2p3jiszMzjAgFER08jhOzcuVM2ZvD06dO1nONfgcKbRs+ePUtbGAYNGsR44adOnVq+fLmdnd327duzs7MB4MiRIxMnTlTo6A86hoo++Pv4+Hy00bKaCCEvX76kq9X7+/uLRCK6X0NDY/DgwbRbiI5CfvPmTWlpaeUxOBJC7uXkAEBrHq9DlYvAyXcQ/geIxWK6ABO9YWeWVCrt16+foaHhxYsXjYyM6IT9WbNmDRw4cODAgbTXVhFoF1RJSYmDg0NaWpqsoanGXr58effu3bt37wYEBMj6HfX19cvLy6tuGgWA3PLyM+npANBXW7uKU0skCieklMfryOFoczggvw47TZT8NaKLTixbtuzChQv5+fmWlpa9Zc2PtcNms8+dO6eiotKsWbNDhw4VFRWZm5s/fPjQ3Ny8Nj0sn0X7WcrLy319fQ8cONCiRQs6u7E2YmJiaFvu3bt34+Pj6c558+YNHz6cztgpLPzk8JaksjLaA93tw/WYKigu/hsAtLQGAABNUUkxO+gS6qCP8PfffweANWvWMF6yRCKhY3CmTJly4MCB8vLyOXPmMD5oojIamYRCoba2tomJSYWV7aojIyPj4cOHPj4+t27dSkpKku2XDd8aMGDAq1evfHx8RowY8fDhw2bNml27dk1TU7N169adO3c2Nzfv3Lkzn8/v2LEjABRJpQBQ+rkFllksrrp6F03N/l9a24bpwoULSUlJXbp0UcQqzVevXn3z5o1EIuFwOHRmgoeHBx1Ar1CyQEg3ZDdGXyQ7O9vX19fHx+f27duJ74fnsNlsPp9vbW1tbW3N5/Pv3btHsz4mJCQMHTq0TZs2tKOabtAmHFU224zHA4BGVY7D4vHad+jwQCoVV/Ger0tcXJyXl5eamtqiRYvoSBb6OMUUOhlGKpXSa+O2bdvoipIKRcfxlZeX04gokUhqVk50dLTfe/LXLn19fUtLSysrq86dO2dlZZWUlADAnTt3tLW1TU1NK48ijBaJuCwWAHTR1Kwi/hcV/Q0Ampq1jdmfx+DTZWU+Pj4AYGhoqIgsxnRqTrt27XJzc2nzRbBsdrwiRUVFAUDbtm2/9IM5OTmrV6+uMPzPyMho3rx558+fz8jIiI6O/vPPP6dMmSLLmAUAXC53wIABnTp14la6HvF4PP6tW+vWfZeW9kt+/u3S0k8mfyoqCkxJ+Sk9/beyss/093wt6PzfkydPKqJw2nlz+PBhOp5WtvKJonXq1AkAwsPDL168ePTo0eqntikvLxcIBLt377a2tpY/T+iIfxcXl5SUlOjoaBcXFxsbG9nQx0/l/NPU1OzC5/f38nr1anN6+oG8vBsiUbhE8pE5amlpeyMj+0dFjUpO3sLoT6I+rVq1CgDmzp1748YNAGjdurUiFrqhQw1MTEzqZhUd+ji1c+dOoVD4pclOk5OT3d3dHRwcKsy00dPTo6kxBQJBfn6+rO2dPtrKVodXUVGht/iOjo6urq4CgeBEYmI1m0bz8m4lJ2+WSplvK65AsU+E9Ilt6dKlH81BUEv79+8HgDVr1ri4uOTn548cObIO7tkBgP6as7KyHj58aGRkZGRk9KlZgxXQMRdFRUUaGhoDBw6kt+ft27cPDAz08fHZt2+f/PQvOsueonFRLBZHRUVFRESEh4fT/1+9elVaWpqbG5iU5EI/xeHoqKm1VVfvrKHB5/HM1dW7qqjol5REJCQsMTLaJxanECIipJQQCZtdVTtqA+fr6xscHNy8efMZM2YwXrifn98///zTvHnz6dOn0zwJ69evZ/woHyV7IqRzrqvPwsKCLhAPAGpqalZWVqNGjRo5cmTLli3p0+GOHTsqPx0OGzbM2NiYDoSm4+DpRk5OTkRERMeCAqHwcFHRvy3/KiqGampt1NRMVVVN1dRMGzUalZ6+r2vXBBbr3WUkL++qmlp7dfWqZno0cIWFhadOnQKAZcuWbdy4EQBWrFjx+QnKX47Of121apUiCq+MNozHxsYWFBR80XjRH3/8kQ7wofT09CwtLS0tLYcOHdqiRQt/f38/P78FCxaEhoZK388x09DQGDBgQJs2bRITE1+9ehUfH0/PLi8vL/oGw7lzF8xs18PsOY/XkcfrwuN15PE6stkfTE0RCkOSktYAEC63OYtVrQtsbbDI55rUauzNmzcdO3ZUU1NLSEho1qwZs4X7+/sPGTKkadOmb9++7datW2Ji4t27d2UrqCmCSCTy8fG5dOkSTRck32zVuHFjAwMDQ0ND2r4k2zY2Nq7wGOfm5kaXKAsPD/fx8fHx8Xn48KH4/TwhLS0tKyur8ePHjxgxok2bNp+tUkFBwfnIyG6SN61aPRWJwkWil+XlWRXew+N1aNXKOSPjcNu2HnSGRW7updjYmWpq7bW0BmlpWWhrW6mqGtf2p1O3bGxsbt68uX379s2bNzNe+Lhx427durV9+/amTZsuXbq0T58+T58+ZfwoFWRmZl67ds3R0TEvL69z586dOnVq1apV69at6Z2WsbFxixYtquhDWrNmjYeHh+zOKSYmhp5dfn5+slntzZs3t7S0tLa2Hj9+vHyqmsry8vKiY2MDU5Km9H5VWhpTWhpbWhpTVhZPSJn82zp0eJiaulNNzbR58+U8XmdCyl68aCaRFKqqtm7UaFSjRtaNGo3mcD6e3a3BOnjw4MqVKy0tLQ8dOtS1a1dNTc3ExERZRnKmBAUF9e7du1GjRomJiYxPrZYXHx9//fp1Ly+vBw8e6OnppaWlAYCamlrLli3pxYp2tZiamrZu3fqjIfny5cvz58/v168fPbXatWv39OlTenYFBwfLgp+6ujodCGJtbT1o0CD5CZelpaVv376Vv4NPVFU9dtisreoV2XtYLI6qqom6ujmP14nH66SlNSgxcVWLFj9oaVkQUsZiqebn32SzeZqaAxR0B6/AQLh8+fI//vjDwcGBLhPDrIkTJ3p4eDg5OZmamtrb23fp0uXly5efaur5LLFYLBKJ6BkplUrz8/NljZOFhYU3b968dOnS7du3afBjsVh8Pt/Y2DgjIyMpKSk5OVkWySrgcrmGhobGxsbGxsb0ilZYWBgYGPjgwQNZN7KqquqAAQNGjBgxYsQIPp9fy9tDiSRXJAovKYkQicKFwiCR6CWPZ96+/YP4+AUi0cumTec1b74yPX1fSsqPhLy7PjaL6tJ6bfa7uZWDBkHPnqDITvvai4qK6tSpk4JusMLCwrp166ahoRETEzNo0KA3b95cunRp6tSpzB5FJicnx8vL69KlS3fv3qVnkZGRkXzXiwwdXkFvsCrcdRkYGEgkkqysrHv37nl5efn4+MiGwHC5XJq33draulevXjX+AwEAQiRicdL7oBhTWhpjZLSfw2mUm+uememirT1MX39VUpJjQcEtsTidfqS7Yx8uSwdsbGDiRPhwhkDDRAjp1KnT69evr169evv27WPHjn3//fe0J49ZM2fOvHDhwoYNG+iY8JpJTEw0MDCgt9ppaWk6OjqyuT3h4eFXr169du1acHAw3cPj8SwtLXNycqKjoz86vk9VVdXExKRt27ZmZmZmZmZ0o02bNlwuVygU0largICAp0+fyi53XC63e/fuNEBWCH5VE4lEYnFUeXlESUm4SBRZUhJRWvpWdkUCAEPDHWJxCiFlBgZOqqpGABAR0V0kesliqWhq9tHSGtJEPFy9aT/4RBLdmlBQk2tubi6dz/fixQvGC4+KimKz2WpqaqmpqbQ59PTp07Up8OHDh7J5QgkJCZaWljQXn52dnSzNMW1QcnJyeltp0DzNdOzp6Ulz7tnZ2VlbW3+0i1h+goeDg4O7u3vNVkioNqlY/G4Sm1icGR09LS1tX2lpgkRSWFDgk5LyU1TUyHynkQTg3389ehBCyIkTZNIkMnkyqWlyRcWh85oXL16siMLnzJkDAKtWraI90KamprXswpFfPnrPnj20szwrK8vV1VV+YgaHw7GwsHB2dg4LC3v8+PFff/21d+/elStXTpo0qU+fPlWPHdXQ0KBpx2U6dOiwYsWKW7dufXa5ZkZIpaUvXhhkZ5/LyblYXp5VVPQ0OdnpTfBgoqr673nVpQt58IAQQsLDibc3qfUawopABxC1bt06IyNDQ0ODxWLJsjwzKCkpSUVFhcvl1iRDshwrKytZCXPnzvXz86N5j2lPs+zcoHmP5fsFc3Jynj59euHChR07dsybN2/IkCEVZsrLsNlsc3Nz+esYDag//fSTn58fg9M8pNJSoTAsJ8c9JWVbdPS3BQX3JRJhWtq+iIie8fFLCJEmJq6JiOAHBXEEAhAIQLhwCOFwSOfOxMGBuLuTzMxaVoD5QPjmzZsTJ04MGDAAAIYMGUL+z959R0V1dAEAv7v0JhgBRbEAVrBFUFRQNKJoxBgLduxii0RiLDFRTEyUmKAYK5YY7GL8VMQKogIq6FIEpCMgIFV6Wdgy3x+jzxUslLcLZu/v5OS8Xdh5Az7enTflDiGFhYVbtmxhcUyYTg1dunQpTe3T9Mk4dQMhTRFOL4Xhw4f/9ddfmZmZDS22urr62bNngYGBJ06c2LZtG90zz8XFpRFFNYVIVEWImBCSl3cgI2NNWJjSkydtk5Mn5eS4l5c/FNdUkZgY4ulJHB2JkRGZPZvs3UscHUlZGSkpIVOmkKNHZVnb96EPT2vWrFFVVWXuUKdPn2bxVpWRkaGsrKyoqJiWlkbnyxw8eLCJZRpJZNzu27evj4/PyJEjmTuLsrLy+PHj//nnn/psgZuVlcXsUuLs7ExzHNNOzlatWikrK9va2np4eLwzibY0iMX8jIw1RUUXsrJ+Sk7+OiamO48HYWGK8fHDs7N/57+MIfn5xNubODoSHR0CQJ48IbNmEUdH8scfZMQI0uTfLVtevnx5+fLl7777jv4yf/vtt4SEhC+++EJKk6TokPOsWbOaWE6tQEgHHSk9Pb1Fixb5+vrWP1ZVV1enpKTUyqCtrKyspqZGnwHWr1/v5+fHYmr7+hE9fdq3qOhCbu7uyspIobCouPhqZuZ64ZxJREnpTTNryhRSUEAWLCBjxhBb20bcsuobCC9dusQEG39//4K3t1VMSUnx8vKqNa1IW1u7X79+QqGQ3lO2bt3a0Mq9U0FBgYaGBofDiY2NpYOCTJKURrt37561tfWxY8eOHTvm7u5uY2Pz119/jRgxYu/eve9LjtAIrq6u48eP5/F4bBVYT6Wl/gkJIxITRyckfFFaGvDkSTvaquLxgPeYQ9q3I+bmxNmZeHuTggJSVUX69yfZ2a8+nJJChg6VXt0eP34cEBBAj5OTky9ceGvLsRcvXnh7ezs7OzNT0QBAR0dHUVExIiKCriMcOHCgQCBgpTJ0SeKcOXOY9dRN/7OvFQhPnz4NACoqKjRo5dVv7tyH0cQCq1evbnpR9VdY+G9p6e2ysuD8/EOFhedFosqcnD8TEkaGhSnRS4s/3Yp07vyqwf7yJbl7l1y5QubMefV5Pp/06EHe3laMXSUlJZ6enszLP//8U/Krubm5Pj4+krMcmUfzuXPnvq4j+5MVS0tL6YhjaGhoE4saMWLEpk2b3N3d3d3dBw4c6O/v379/f2dn5zt37rD11BEQENCnTx+2suo0yMuXZyoqHpeWBkRHd33+fBW9qCIiWiclTchP9SChoaSkhPj7k82biY0NOXiQfPXVqy1fKiuJrS25datBp6tvIDQ3N2dybUyZMoXH4z19+nTfvn3Tp0+v1W+jp6c3efJkNzc3+ri9devWu3fvcrlcRUXFhw8fNqhy77RlyxYAmDhxYnR0NIfD0dDQKKjHZscfdu/ePRsbmzNnzpw5c2bv3r02NjZNr6eklJSU/fv30+PS0tKff/6Z3fLfp6YmJzra5Pnz1WKxkOkjJYTw+ckFBV5paUvS7nxBOJw3DSsul8TGkg4dJIsgnTtLr4ZHjhz59ddf6fHt27cXL14cExNz4MCB2bNn0wdoyT6ZYcOGbdy4ccKECQBgamqak5NDc1O5uro2vSaFhYV0FXB4eDhdCc5UrCnatGkz5jUtLa28vLzjx4+z1R8uFovT0tJycnJ4PF5GRkYjt7hrlKioTjweVFREZGSsyc31EApf9bwJhcWFhedTU+eLe/d6c12pqZG9e4mrK5FMizV9OpFCtilGZmamtbU189LY2DgzM/PEiRNLlizp0aNHrUtr+PDhmzZtOnr0KB1m8/b2llKt6HMbK3eYESNGnDhx4saNGzdu3BgzZszdu3ebXqYkyR3hd+/ezVZz86PKy0MrKyNLSm5lZv6QmbmhquppcfGV1NS5UVFdaDh84TmIABBNTWJnR377jQQFkYoKYmLypogrV4iTU4NO2shASBvjjHbt2k2bNm3fvn0xMTHi17ta37t3j4l/a9asAQATE5Mm7fpNCJ/Pp3E3MDCQJhdgpSFct2u06WVKCg0NnTFjBj3Ozc21tLRkt/z3efnyFI8HSUnjyssf8nhcmqmottJS4udHXF2JrS1p25YIhWTAAMJ03iYmEom7CevqBkLJnR0l805Vvd5rraKigt7I1qxZExQUpKCgoKioGBIS0sSa0AzRY8eOpbOuWGlgkTpPhOxu2l5eXt6nT593nkuqqqpieTx48qStUFgYFqYYFqYsEr3r54qJIW5uxMqKcLnkyhWydetb3aGTJ5Mm70JHawAAIABJREFU/6t9QN1AKJmESENDw8rKinb3VUls4/fXX38BgK6uLotdQQyhUGhiYgIArKQHqztG2PQyJUmmiu3Vq1dVvTc7bKLERFseDwoLvQsKjpeUXJdcwFpdnV5QcLzS60fSvfubZpaODsnMJBYWb4p4+JBMntygkzZgHeG8efPo2H5oaKiLi0vnzp2trKyGDx9uY2NDU5zUMnz4cBcXF3d399mzZ4eGht6+fTsyMtLFxeXIkSP1P2kt//zzT05OjoWFhYmJyZkzZxQUFFYxG7+hOkpL/QBAS8u2tNQPQKyk9K4kOFpaYGsLND+LSAQKCuDkBOvXw8GDQAj88AM4OUm1kl5eXkFBQQBQWFjYr1+/KVOmfP7551ZWVsOGDTM1Na27ZkBdXf3UqVNDhgzZtWvX+PHjv/322507d86ePTsyMvKdqe7ro7q6mm7yvHbt2h07dhBCnJyc6Na1qC7u7QedkofWjOxdWnqbEKGW1ggu912/eTMzMDOD9eshJwd0dEBDAzw8gO7hUF4OMTFgZibVej59+pRJ8yYUCseMGZOUlGRjYzNs2DBzc/O6GSoA4Jtvvrl58+bVq1fnz59/48aNpsyzrevixYspKSndunWjvRqoLpGotKwskMNR0NIaERvbVyDIMTN7qqr6qnGsrNypTRtHmAsw91fIzobAQAgKAgUFMDCA/HyoqQG6YD0uDrp2bdiJ6xkwzc3NMzMzy8vLy8vLv/7667CwsPp8is/n01mdixYtYnb9PnfuXINiNUMsFtMJUefOnVu/fj0ATJ8+vXFF1VJYWBgVFUWPq6qqmv54UUtoaKiBgYGdnZ2dnd3IkSNl9kSY9e+o8EeKlZVP4uOH83hQVFTvduixY2TSJDJlCjl9WpoVfMcTYT0/SLc0MTQ0zM7OphmqmrKHxsGDBwHAwsIiIyNDSUlJSUkpLS2t0aVJGj9+PHM8bdo0ducalJeXGxgY7HytXbt2LBb+IV9+SQDI8eOCrevKV40oCt9d3w+6uJCxY8m6dcTS8tWIjtTUfSKs5wdzc3PpkvM9e/awWyU6hXDfvn2slPb06VNm3kZycnJD88V8lI6ODtOrr6GhIZsnwqLcCzweJCTYlJc/5PEgOrreG5hs2UKWLCEJCSQggPTpQxr499vIrtF6BkJCSGxsLBP/6Iqc1q1bN26jGbo/apcuXYqLi2lrnfWIJSXN0zUaF0cASDcTUlZa9MsXyb7dhEKpLtVojEYHQoFAQNcMzJ8/PyIiQllZmcPhXLt2rRF1EIlE3bp1o5coTa/l6OjYiHJkr7y83MjI6MZrhoaGsjhrdTXR1CQcDnnxghgZEQDSoPlfeXkkIoKUl0utfq80OhCS17caVVVVpn3cdDQtQ+vWrcul/7Ozonm6RufNE/cyqbp58GWEW/hjhefPVzXgs+fPE2dnsnkzafhgeX0D4cCBA5kZ3g4ODuHh4fU/BxP/0tPT7e3tAcDW1lYkEjW0rsOGDQOA3bt3szjgLBvNEwj/+osAkDlziK8vAZDq5M9G+/fffw8cOECPQ0JCfvrpp/p/Ni4ujiZAP3/+PJ052b59+5cf3PzvfXUAAGNj47y8PNq5KpuktU3XPGOEhYXku+/I1KkkPp4AEF1d0vC/ZRnIyclh/ugIIe/befF9Fi1aBACff/45W3mSHRwc4PXeap+EZgiEIhHR1ycAJD6e9O9PPmstCL/98U+xQRYb84rFYhr/bGxscnJy6GwXd3f3BhVSUFDQpUuX1q1bFxcX0/3cfXx8pFRh1sXFxTELq4uKipYvXy6Ls371FQEg//xDVq8mAGTzZlmcVLaYqQ1ZWVnDhw8HgJkzZza0kBEjRtAOq61bt4IMU2w3XfMEQj6fhIQQf3+Snk6OHSNs9x+2EOXl5d27dweADRs2NPSzdDkZXfZD23mpqamKiopKSkoZGe/NjN/SjBw5kjm2s7OTxsYJtd2/TwCIiQl5/pxwOERTk0hhBcs7ySIQEkLy8vKY+Hf9+nUOh6OiohIZGdmgQgQCQVRU1NmzZwGge/fujXimlC9eXmTKFJKZSczMCIBUp6o3F7FYPG7cOACws7NLTk6m6x/OnDnToELy8/N/++23wsJCeoneoQlQPgUikUjyj6j+AxaNl5dHBg8mGzYQNzdibk6Cg6V+xubz+PFjJSUlLpfLLHV9n6qqqqCgoN9///2rr76qlfZv3rx55PWOFvQYvVdaGtm0iezaRfbvJwBk6lSZnVlGgZAQwsS/iIiI5cuXA4CpqWlD5w4kJSXRbYwkl8qidwsNJadOkbAw8vgx2b6d1NQ0d4WkIjMzk+6Ue/jwYTrnRUdHpxGD0PThcuDAgdKo5H/H99+TI0deHcfFEVlN+2ourq6udE5WYZ21/8XFxX5+fq6urra2trXSbBoYGND9iYKCgoqLi69fv/5pdbk3m+RkcuoUuX6dpKYST0/i7y+zM8suEBJCmPhXUFBA539+++23H/5ITU0Nj8fz8PBwcHCgW+C2bdtWS0tLxlnKPj0LFpBFi8g//5BZs8iqhgw4f4JOnToFABoaGomJiePHjweA0aNHM+tZP4DpwrKyslJRUVFUVDx06JAMKvwJGzmSJCS8edm5M5HVOutmIRAI6FTP2bNn03eePn06f/582mvKUFBQ6Nev38qVK0+ePElTHPj4+EjGyC5duujq6so8P9kn5cwZMnIkOXaM/PorGTiQfCzpILtkGgirqqroTPdVq1aFh4f379//nU2ktLS006dPr1q1ysLCotZan7Zt29JwOLmB6yXlS0gIGTfuzUsrKxIT03y1kQW6gd/QoUMzMjLatm27adOmd2aZoom1fvzxR1tb21rb39AFi3Z2dvWJoPJr9Gjy9Omblx07tsyZMixKSUmhXe6nT58mhISHh9MLhlmS7+PjU1BQEBMT4+npOXfu3K5vr2CjMZL2l3603S+/xGLSteub4LdjB/ntN1meX6aBkBASHh5OZ7pfuXKFueMIBAL62Ofo6FhrE2QFBQVTU1NHR0dPT0+atiYjI4PukXS0ZSSDbok8PYlkFre1a8mpU81XG1koKirq2LEjALi5uUlmLxIIBPQO5ejoaGpqWmt9NO3Coplr0tPTaRuLrWVe/02//EL++OPVcUgIsbVt1trIyOHDhwFAW1s7LS1NKBTu2bMnLCyssrKS6ayqNS6oqanJxEjapxoWFkbve76+vs3907RIOTnE3PzNy+BgMu1dabCkRtaBkBBCt+DS1dU9cuSIi4vLkCFDau3w3qZNG3t7+19//ZXu21e3hJMnT9IWWYJkLw1ieHkRyVna33xDLl5svtrIyK1btzgcjrKysp+fH82nbGVlVWvwht6hnJ2dvby86u7ScPHiRQBQV1ePj49vjp/gU1BaSuzsyNy5xNmZDBr01tPhfxpd/GBpaXn+/HkXFxdLS0tmCy2qU6dOs2bN2rt3b0RExDt7I9zc3ABAX18/m8lojxilpcTM7M1LPz+yYIEsz98MgVAkEllaWjJ7SFLGxsaSj30fLWTWrFkAYGFhUfMfnQPSJCkpZMAAQqc7V1YSMzMiH397dKvCWuil5eHhERQU9NGrhSawNTc3x+vqQ9LSSHw8YW9jtZYvPz9fV1dXMocf7axycnLy8vKqT7pzkUg0atQoABg7dix2v7+DpSVh0hcsXkxOnpTlyZshEBJC6LLCXr16bdmy5ebNm41IDlRcXEx3Htj8X1wex4JDh8igQWTxYjJo0H++X5RBZ41+9tlnX3311W+//Xb79u2GJnkvKSmhnfOs7GiB/jNEIpGRkZGCgsKgQYN+/vlnf3//RuRPz8zMpCmx9u7dK41KftqiosjQoWTOHGJrS1askPHYczMEwuTkZAUFBRUVlaym7VIdGBiooKDA5XLv3bvHVt3+UwQC8vy5/DTbhUIh3ZXi+PHjTSmHxR0t0H/G//73PwDo2LFjE9eV03JUVVWfPHnCVt3+U3JzZbaIXlLt1P4y4ObmJhKJ5s2bRzcsbLRhw4atXbtWLBbTFFmoNkVF6NgRXm+G/p93/vz5hIQEY2PjmTNnNqUca2trFxcXoVC4ePFisVjMVvXQJ+2PP/4AgLVr1yrT/Q0aa9KkSYsXLxYKhTwej6Wq/bfo68PbU0Zkg0MIkeX5cnJyjIyMBAJBXFwczXTcFDU1NZcuXTIwMBgwYICGhgYAhIeHGxoa0ul/SH4QQvr37x8VFXXo0KElS5Y0sbTq6up58+Zt2LCB7p2C5FxAQMCoUaPatGmTnp5O7zNNUVFRERsbGxcXN2fOHLpo59KlSzY2NnQyPGoWsn4idHd35/P5U6ZMaXoUBABlZeVp06b9+uuv2dnZ9B1PT88nT540vWT0afHx8YmKijI0NJw7d27TS1NRUTl79uyxY8d8fX3pO7t27aK545EcohM+XVxcmh4FAUBDQ2PgwIHbt28XCoX0HU9Pz7y8vKaXjBpNpoGwpKSErshZt26dLM+L/vPompy1a9eqNEe/CvoPi4yM9Pf319LSWrFiRXPXBUlLA3aob7p/eTyRgsKYMWPMzc3ZLXnDhg00+8PDhw+nTp3KbuGohXuQkBAVF6evr7948WJ2S+bxeLTzKi4ujiZFQvLmdGAgIWTZsmWsd11OmDCBZngICwtjt2TUULILhHyx+Jyu7iB//5/V1Vkv/LvvvqOz3unO9Uiu/AMw+M6duWVl6mxfWtnZ2cnJyQBQUFDAbsnok5DO59+1sprG47kYGrJe+JUrV+jUG7qDCmpGsguElwsKCoVCUw2NwT16sF64vr4+nYPK+q0QtXBRFRXh5eWaCgqThw5lvfAJEybQNa8ikYj1wlHL55WbKwbop6dn0LZtc9cFSZGMxghFhJzKzQWABe3ayeaMSE4cfvECAGbp62vKzUIRJBt5AsH1ly+5HM4cKURBTU1NJvOthoaGAl69zUpGyyeuvXy5OS2ts6rqeTMz1mMvn89XUVGhV1V1dbWioiJeVXIiobJyTlycKpd7pU8fHUWWuzcePXrUvn17Q0NDAIiNjeVyuT179mT3FKgl25mZeTo3d8xnn20zMmruuiDpkkXXKAHwys0FgHnt2knjCVQysTJOGpQrh7OzCcA0fX3WoyAADBo0iDk2NTVlvXzUkpUKhZfy8wFgLnaKygFZdI0GlZSkVFXpKymN++wzGZwOyYlnfH5gcbEylzsT8ycgtp3Nz68Ui4dqa/fEaQdyQBaB8FZhIQDMattW6e3d4BBqiksFBWKASbq6um9viINQE4kBfAsKAGA+Pg7KBymOEWZUV5cIhQAgBsiurh6mra2OQ3eoyfJqakpEIgAQA6RWVQ3Q1NRvWvpHhBjpfL6AEADgi8XJVVVfv73jLvqvkuIY4YGsLFUFBdpan6Ovj1EQseJgdjZfJNJTVgYAx7Zt8XEQsWhVcvIIHR0A0OBylzZtVwD0CZHuZJmpenqm2MOO2DZVX3+AxBapCLFFAeA7KaydRy2cdAPh2dzcz5SU9JSUZmNXO2LP5YKC0NJSbUXFWThNBrFKBHDwxQsAMNPQGKat3dzVQTIi3UA4RFvbWFVVhdsMux6i/7A+Ghrd1dTwukKs4wIMadUKALDLXa5INxB2VlXtgV2jiG3Gamp9sWsUSQEHoB9eWvIH29QIIYTkmhSXT+QJBDoKCsrYf4VYlV1To62oqI7XFZKClKoqEzW15q4FkjUZ5RpFCCGEWiZsViOEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFxrcCDU0oLjx18d9+zJcm0QQgghGWtwIDQwgD17oLBQGpVBMuXp6Xn27Fl6fPXq1T/++KN564MQu6qqoKrqzbFA0Ky1QS1YgwOhigqsWwfr10ujMkimiouLS0tL6XF5eXkhtm4Qew4fPswcnzp1qrKyUvZ1+OUXsLR8Ff+2bIFr12RfBcSaf/75hzk+deqUgNV2TWPGCB0c4PlzePiQxWqg5pGbm5uQkJCQkJCdnd3cdUH/KW5ubszx3r17y8rKmqUaurqwe3eznBl9xOPHj995/D5bt25ljnfs2MHn81msjGLjPvbXX7BkCRDy5p3UVDAyYqdOSGbu3r1bUFAAAElJSf369Wvu6iDEspUrYds2mDatueuB6pgxY0ZKSgpznJyczOFwmqsyjQyEPXrA8OGvZs0QAt9+C4cOQXAwWFiwWTkkDSKR6MSJExkZGcrKytOnT3dycgKAc+fORUZGNnfV0H9HdXX12LFj6XF8fHxzVUNZGdzcwMUFunZtriogdpSWltrZ2dHj1NRUdgtvcCB0dX11sHEjmJpCYiLU1ACHA9XVMGMGhIWBtja7Nfy0BQYGhoeHr169GgCSkpIOHz68Y8cOmdbg2TO4cwdUVWH0aNDXh6tXRb//viE8vLCmxsXFpXXr1jKtDPrPOZWbKyIEAForKU1o0yYjI2PPnj2LFi1SUVG5ceMG/Z4hQ4Y0Yw1Hj4ajR+HePRg69NU7GRnQoQNwce1YsyoqKtqwYQM9/vAEhcePH/ft27dVq1Y3b96k77DefdXgQDh16qsDdXUwMgILC2jfHu7fh+BgCA+HJUvA25vdGn7aioqKnj9/To8rKyuTkpJkevpbt2DZMtDUBJEIXFzgzh3w8lIOCrowaVLq5MkdO3bU0NCg32hmZvbZZ5/JtG6oCQ4ePLhs2TJ6fPr06QkTJmhpacm0BoTA33/DzZunV650FYvB3Fw9IQFWrXKLi9sfGdlcI4Lv4+HxZq3XuXOwZAls2gRr1zZrneSehobG9OnT6fGpU6fefKGsDJiLOT7+1L59jvv27dq1S7q1IY1SXk5+/JG8fEn69ycAZMYMkpREtLQIAPn776rGldkgQqHwzJkzzMsTJ07I4KSNcOnSpWXLluXl5eXl5d25c+frr7+W3rleCgQx5eX0vyKBgBBCOnWqat2aAND/Enr3fhEcTDw8SHW19KqBZMDIyIg5trGxef78uaxr8NtvpFevV5eWujo5c4ZMmkQAsoYOnTVrVlhYmIWFBfO9Y8eOzcvLk3UNCYmKIllZr45DQsjTp8Tbm9y4QTgcoqREHj2SfY1atC+++OLZs2f0eNGiRQEBAVI9nbGxseSxWCwmFy6QQYOIgwMZNIicOkViY4miIt/EREdLa8eOHf369WO+38rKqqysjMXKNDIQTppEAMiiRSQx8VX8++cfcuoUsbFJ/Owzw8jISBar+E6VlZVmZmbMS8n7Qoty6dKlnj17zp49e/bs2ePHj5dqIPTOy1uemLgvM3NfZmZcRQUhhGhoEICS+fPJV18RgJOamnfu3JFeBf4DsrKyKuivjpC8vLzi4uLmrc/7NH8gbNWKaWARgFNLl14NCSHr1pGMDFnXpH7Ky0nnzkRBgQQFkZUrCQDp1Yu8/qdGhMg+EJqYiJljY2PxixfEzIzQ8FZRQfr0IWlpxM6OLF1alp0t1ZoQQhrZTb51K6irw9Gj8OgR7NkDALBhAzE3TzcxcSsszJw1a1azLBtqmcaNG3fy5MmTJ0/+9ttv0j6XdatWKzp0WNGhQ091dQAADgcA1IKCIDwcAEBBQdoVYEUNqYnlx+YKcgHgYvHFyCrZzeLZuHFjWFgYPd63b9/ly5dlduoGEYvFdq9FRUXJ+vSEgFgMAODpedPBAQBm3bz5paUl/P47GBrKujIfU1MD69ZBUBDMng0iEcyaBT/+CKamEBcH69eTj3+enTrUMMfsLoBj1717965fv379+vXMzEypnmhsVNSIixdXJiZ+++RJYGDgnTt3OCEhMGoUaGoCAKiri7/8sur2bbh2DQ4e1GzXrqKiQqr1aeSsUTMz2LULli6FZcuAx4Nvvy24dGnG9OkFAQEBISEhsbGxq1evPnToELt1reX58+f29vb0uLi4WKrn+lQElpTkCwQAsLxDB2UOBwYMEAcFKaWkAACfyz1LyJrmruFHhVaEOj13GqY5LL0mfYjGkApxBQc4/dX6N3e9WhYul8tMHBgxYoSsT8/hvJpqsnTpq2l8OjqyrkO9HT8Of/wBJ05AeDjcvg2hobB+PZw7Bw4O/Nu3F/v6zmBuI9LTq1cvZqmAubn5w4cPmeH5FiU1NbWkpAQA6P+lR43LPdq7t0AgUFVV3cfhVFdXQ1AQqKoy3xBZUrJ9377zCxcCQGFh4ZgxY3g8nvTq08hACABOThAQAN7e8Ouvj3fvNrl5M+vJk/hNmzadPXvW0tLy8OHDo0aNYsZCpaFTp06XLl2ix927d5feiZrCyMhIKBTSY11d3XHjxkn1dD3V1e0++wwAFOmKHG/v5T16/GRkpA9AunRpQ1tbLdvKjJX/dP7nc/XPAaBCXLEtZ5uMK3DmzJmQkBAAePDggbGxsYzP3qIMHjyY/ioA4Kuvvjpy5Ii+vv6rr82eDcePA22na2m15JknCxfCmTMQEACLFoGXF5ibw8mT8PXXGYsWea9de2rxYv+oqKg3P5d8mz9/vpGREQBER0dL9URCQvyKigDAYNCgrJCQvLw8gz594MiRN98RHS3L1lXjAyEAeHpCRcW+kye/0dVd7e3tbWlpuX///mHDhu3atevo0aMDBw5kq5bvo6jYpPrLQN++ffv27QsAFy5c2L59u6Ojo1RPp6+k9KpTlFJUTDY0FB04oGJhAYqKCosWSfXsTVdDagqEBTQKAoAGtxlazd27d+/duzdI/17QFLq6uszxZ599piCdTu/8/Hzm+OXLlyKR6M3X9uwBY2MICAAlJfHs2XdGj0548WJF+/bSqEYTcblw/Dj07QvXr8PEibBnT83BgzsWLXKPiIi4ceP67du3582bd+3aNamu5q6pqbl48SI9ZvIayjMCUCYUAoB+hw5ZAFlZWQYWFmBsDCtWwJgxcPcuaGllFBXRZMjS7heFJm7DpK0Nrq6WysrKu3fvfvbsGV0ht3z58r59+0q7Nc3hcFQlnqMlj1um6urqsLCwK1euyPSsN24oPH3K+eEHUFQEAC6X24y5G+pDTMQE3jFskyXIklkdzM3NbW1tbW1tW/Lj4KNHjwBALBb7+Ph06NChXbt20jgLIST8tdo3o6tXIT0dfvkFLl+GadO2PX/+d3Z2tsRIWIvSoQMcOAAAcOJEzpAhzzp3jiouLnZ0dPz777/btGlz48aNgwcPSrUCYrE49zWmi6ilWbdunZ6eHj0eN25cr169pHcuJQ5nsp7eZD29DtXVAJCVlQUAsHs3TJsG2dnw1Vfw668ikajqNenVhGrqmlILC4vt27cTQhYsWGBvbz927Njy8nIHBwdCpDsKffv27WnTpjEd2bGxsVI9XdONGzdOUVExMDBQSp3vAUVFvTQ07Nu0eevd27dvAXS2twcAgUAwYsSI5ORkaZydLapcVW0F7QR+guSbgeWBPZ72+Pvl381VqxaLy+W6uLjs3buX6cBkl0gkOv8aTcX3xokTsHcvhIYCABegn6YmAES0sOWDkqZNg/XrAx486DBnzhwPDw8DA4Pg4ODTp08fPHhQVVVV2g1EVVXVZa+12AW7dnZ2mpqaADBmzJipU6fW/heXjg4dOgATCKdOhYULwdwcvvgCOJwuXbosWLBgwYIFs2bNkno9mj7xVCwWjx8/HgDWrl2bmprapk0bAPjhhx+aXvIH0H7XgwcPSvUs7Bo2bBgA/Pvvv6yXXCQQDI+IGBQWls7nv/WFLl0IAAkPJ4QEBQUBgJ6eXmVlJesVYJF/qX/f2L6/Zv+66cWmvXl7N2ZtXJOxBsJANUL1SeUTaZ/9wIEDL168oMeZmZkFBQXSPmMTff/99wDw3XffSaNwyZVeQ4cOZX4zpLr61fKJ1FT6xomcHHMe75e0NGlUgy1lZWXdunUDgA0bNty8eZPD4SgpKV27di0zM1Pap5b8Tfbp06e8vFzaZ2yKxYsXA8Avv/wipfJjystvFxXR419++QUANm7cSKqqiLo64XBIbi4hJCwsbOrUqfR7Xr58aW5uLqXKUCwEQkJIfn6+u7u7SCQihISEhCgpKXHzKjLLAAAgAElEQVS53Fu3brFSeF0BAQEAoK+v38Lv6bXQfPwLFixgveRdGRnmPN6qpKS33k1OJgCkTRsiEtE3LC0tAeDQoUOsV4BdhcLCgNKAB+UPasQ16dXpLwUv56XNgzAwe2pWIZLiyq/ExEQul9u2bdvqTyfhwMOHDwGgS5cuYrH449/dQO8NhDduEADSvz/z1acVFeY83tfR0azXgV2PHj2id6fbt287OTlpa2urq6uXlpZK9aQFBQWenp7My2vXrgmFQqmesYmuXr0KAJ9//rk0Cg8pKTHn8b5PTqYvjx49CgDz5s0jN28SADJgAH2/qKgoJCSEHmdnZ1+4cEEalWGwEwhroftl6Ovrv/nLYdWXX34p1QaLlNDJF/r6+qLXkYkVeTU1VuHhFjxeXK3lwZ6eBIC8blURQk6fPg0APXr0YLcCMlAuKu/1tBeEwdL0pdI7y6pVqwDAyclJeqdgnVgs7tixIwA8fvyY3ZJfvnzp4eHBvDx+/Pib5xi6In3TJuarIrHYJiLCnMfLq6lhtxqsc3V1BQBLS8uioiLafbVkyRKpnnHz5s1cLvf333+X6llYxOfzW7VqBQDM+noWLY6PN+fx/nm9Rp4mpLW1tSVr1hAAUqcr8Y8//uByuZskLjZpkEogFIlEtra2ADBy5EjW2z5xcXFcLlddXT0/P5/dkmWgS5cuABAaGspimb+lpZnzeBtSUiTf3JSauuzCheX79y8PCKh5/awgEAg6deoEAFevXq1n4Tdv3ly3bh09jo+PnzFjBos1b5Doymi1CDUIg1MvT0mj/NLSUm1tbQB48kTqHbDscnZ2pt197Ba7fPlyPT29K1euvONrtMv97RxlP165Yr1gwTkpt9ybTiAQ/Pjjj7TTOyYmRk1NDQC8vb2ldLqKigo6xTc4OFhKp5AGuvJt165d7Bb7qLTUnMf7IjKy4nVcoI8HvXr1Ir17EwBSJ/UVfTwdPHgwuzWpRSqBkBCSk5NDZ7LRqTQsmj9/PgB888037BYrGytXrgSAzZs3s1Xg84oKy7CwQWFhaVVvpXhdFB9f0L07ASCJiZLv05m9tra29Szf19eX+VU/ffrU3t6elWo3zr68fRAG2pHaz6rZb6ju3r2bNt1YL1na7t27BwDdunVjscyMjAwVFRUulxv9urczubLyQn7+hfz8C+Hhzzt2JAYG5O3O2O3btwPA8uXLWayGDHh4eABA69atpZSmbt++fQAwcOBAaRQuPXTdwvDhw9ktdklCgjmPd1Sip5DuO9FKS4twOERDg9Sa5UBIeXm5ioqKgoJCYWEhu5WRJK1ASAi5fv06h8NRVFS8f/8+W2VmZWUpKysrKCgkv+5i/rRcu3YNAFgc+J01Z479li074uJqvT8jLMxm+vTtixfnVFdXiUTpfL5ALCaElJSU0E6PiIiIdxZYVFQUFxcXGBh4/vz5/fv3+/r6Tp069cGDBw8ePDh9+nTzBkJCyIxnMyAMBsYNrBazOYwnFot79OgBAP/73/9YLFY2RCKRgYEBu8+y33zzDQBIdgCczs39OS3Nr7Dw8rFj2e3akTrdiffv3wcAU1PT+pSfk5Ozc+dOeiwUCqU9t+4DmLl+o0ePZn3IQCQS9ezZU0pT5KSqrKxMVVWVy+Vms5fnM7KszJzHGxERUfp2N6G6ujoAFACQCRPe+cHhw4cDwMWLF+t5Isnx8nqOnUsxEJLXU9o6duz48uVLVgpcv349AEybNo2V0mSvqqpKXV2dw+GwMlEtKiqKy+UqKyvX7cofe/t2582bxxw7diEvL7S01JzHswwLmxYT89XEiQMGDACAoUOH7tq1a8OGDfPnzx8/fryFhYWhoaGKikqtScUXLlwYNGjQli1btmzZsnLlymYPhEXCIqNoIwiD7zO/Z7FY2kDp3LlzC5/F8D50Sya2ehqys7PV1NQ4HE5UVBTz5unc3HO5uYSQQYMGde3cOfbGjVqfqqmp0dDQ4HA4ubm5Hz1FQkLC2LFj6XF1dXWPHj1YqXnj5Obmtm3bFgDc3d3ZLfl///sfvE4vxW7JMkCnYhw5coStApdt2zYtJOSQxONgSkqKs7OzkpKSsqKiAoczoFOn9evX+/j41Ep2TyedrFixoj5nyc3NtbS0ZF5KTvj6AOkGwpqaGron55QpU5peWmlpqY6ODgAws4k+RRMmTGDr8qJFrV69uu6XBl+4oNSmDd2d6l5x8YTo6IE83lev00kDgJKS0juX02hpaXXv3t3a2nrSpEkrV648d+5cy+kapR6WP1SNUB15auS1a9fYKpOmvtuxYwdbBcqYn58fAEjux9IUdB9puhqYcTo3d3JMzMLo6G7792toa8+KiVkYH//Ds2e7MjJOP3jw77//Pnz40Nramj791NTUFBYWFhYWpqSkpKSkREZG8ni84OBgPz+/GzdueHt7h4WFtZxASAihmWVUVFTe11PSOFZWVgCwZ88eFsuUmcOHDwPA+PHjWSktODgYAHR0dIpLSwkhPB7PwcGBy+UCQN1FnEpKSoMHD167du2VK1fo9NH6d/43LhByiJRXvj979mzAgAElJSUHDhxgthJtnJ07d65Zs8bGxubu3bss1a4ZbNq06ddff9XW1u7du3ebNm10dXX19PT09PR0dXXpS11dXX19fdqB+QGPHj0aPHiwhoZGcnIybc8yhEJhv5Mnk77/PvXJE7peFQBqCHleVBR1925oaOiOHTvU1NSWLFmir69vYGCgp6dHD/T19Wvl6Ll69eqNGzf27NkDALGxsevXr5d1cpx32XNmj/MsZz09vcjIyPZNTuuVlJTUs2dPFRWVjIyMNrUyEnwihEKhgYFBQUFBbGxsExOC5ObmGhsbV1VVRURESO4DfiYvjwtQdOnS8uXLJ06enLVhA3PjaH/t2pXNmxt0Fh8fn4ULF5qbmwMAISQ9PT0+Pr4p1W66FStWHDhwwNTUlMfj0Rk0TfT48eNBgwbR0UfNTyHNby0FBQUGBgYKCgp5eXkfvR191JgxY/z8/FxdXW1tbX///Xc6X09ZWXn69OmjRo2iMz9cXV3LysqCgoIiIiKY/DtcLrd3796JiYl8Pn/37t2qqqqEELrLQklJiVgsLi8vFwgEVVVVfD6/urp6zZo1Tk5O7u7u9OMrV65MS0v7aPWknqvT2Nj4yJEjDg4OLi4uQ4YMkfzTqiehUBgdHR0cHEy3MaLdrZ+ooKCgnTt3AkBJSQkdU3kfZWVlJjTq6+vTACkZOOkaahcXl1pREABCQ0Pzr1/v1qkTEwUBQJnD6frZZ10nT6YZI0eOHEmnh3yYqakpkya/Xbt2dKVts/tmxje3Tt/y9fWdNWvW7du3m5hpc8+ePWKx2NHR8RONggCgqKg4evToM2fOTJ8+fciQITo6OlpaWq1ataL/19bW1tbWZl5++Kb8559/VlZWTpo0qe6fKgfA18cHxOIJ48aN6907VyDIqanJFwgyDAwUvv46KysrPj6eLrFQVFTU0tICAB0dHQ6Ho6mpqaSkpKKioq6uzuVytbW1VVVVLSwsrl+/DgA1NTU0H2/z2rlzZ3BwcHR09Lp162jLr4noxLQVK1Z8ilEQAHR1dYcOHRoYGHjs2LFZs2bp6Oi8rxuprsLCQiaBTmFhYWJiop+fn7q6uq+v788//wwAmpqaCxcuXLt2raGhIbM/3cWLFyMiIrhcbkVFRURExP379/39/YODg+lGY61atfr2228/euq5c+dWV1c/e/aMvqznk57UnwgpJyenw4cPm5qaPn78WF0yK/R7lJSUPH78ODg4OCwsLDg4mMZ/bW3tysrKwMDAwYMHS7/K7Ltw4YKjoyPNm/fTTz/Z2dm9fPmyoKAgLy+voKCgoKCAvszPz8/Pzy/7WLYqdXX1qqoqGxsbGxsbc3Nza2vr1q1b0y/98ssvrq6u33zzzTv/njds2PD7779v3ryZXpGfqLy8vP79+2dnZ//yyy+bNm1qdDkFBQXGxsZlZWVPnjxpCbfjxsnJyenTp09JSUl99rqjoUgyNGppaeno6GhraysoKHh4ePD5/ODgYNqtx/DOyxMKBEu6d+fz+VlZWe/Mbjpt2rTz58///fffCxYs+HAdEhMTv/32W8lA2OxPhAAQExMzcODA6urqy5cv03GHRktNTe3WrZuiomJqaiqdyvQpGj169MOHD5k0s6qqqq0lqKmp1XqH8eWXXz579oy2UE1MTFq1ahUZ+WpX0bZt23777bfLly/Xeb25hI2NTWBgYNu2bXNzc728vObOnStZBz6f/+jRo+nTp+fk5IwaNcrExAQA6L2uVatWCgoKGhoaysrKqqqqampqSkpKvXr1mjdvHpN00MTEhNkA60Ma1tHbWFVVVfQus3jx4nd+g1AojIyM3L9/v6OjI02DJKlbt26Ojo50baKxsXFJSYlsqs0iDw8P2iHO5XIVFBQ+OqGAz+dnZmY+efLE39//zJkze/bsobFtxowZX3zxBb0aJCkoKPTr12/FihXHjx8fNGgQvH8C5BdffAEAPj4+UvgpZerOnTsKCgo0S0iDPlhcXMz00qiqqrZt29bExERKlZSB9PT0rl270stg4cKFBw8edHNz27hx4zfffDNv3rxJkybZ2tqam5t369atXbt2H22G0luMoqKiqampk5OTl5cXMxWL7p8wZMiQ99Wkc+fOABATE/PROmdkZKxdu5YeCwSCOXPmsPKraDr6GKenp9fE2ZKLFi2i/xxsVUz2fvrpJ3pJaGtr6+np1f9xkOJyuW3atDExMVFWVqbv6Orqbt68uVY6sNLSUiUlJQUFhQMHDhgZGV2+fLluTUpKShQUFFRUVKreXiT2Ti1xsoykmJgY+kd48uRJ+k5JSQm9H9nb2zNPM5SGhoaVlZWzs7O3t3dubu6LFy9yc3NrampokrBPa9aoUChcsWIFAHA4nIkTJ0JDlvG9T1FREYfDUVNTu3Tp0vr1662srGpN+HzfshuxWEwbYlJK+iNjP/74IwB06NDhw9kVRCJRdHS0p6fn3LlzazWzuFyukpISh8O5fv26zKrNotTUVLpLBs2cWZ+1VkKhkE5jiYyMDAwM9PX1PXPmjKenp5ubG81urKGhUau3uVOnTjNnzqQJfrdt2/bOYvPy8gBAU1PzU5whyRCJRKNGjQIAOzu7BmWto4NbHh4eDg4OdIxfSUkpKChIelWVHrFY7OLiwvzr37t3j75fWVmZlZUVExMTFBTk4+Pj7e3t5eXl4eHh6urq7Ozs6Ohob29vZWVlamrK5XJpu5+S7BzW0dGxtbV1dXX18fHJz8+/fPkyAFhZWYlEolOnTj148ICeKyAggAmKdFK3tbV1fSpfVVXl6+vLvKxnbjbZBUJCCN3rRE1NbdKkSXTZliQTE5M5c+bs3bs3PDy8qqoqJibG09PT0dHR1NSUw+Fs2bKFEJKUlETHHuh8yJYpLCzs4cOH9DglJeXw4cOamppqamoXLlygM5IlEw82Gt0/MzY2lr6Mi4ubOnUqbXxxOBymArUkJCTQyNH0CrQEAoGAzlT88ssva922ysvLg4KC3Nzc7O3taw3+0WYWnahdUFDw+++/A4Cent4n1ziIj483NDQEAHox2NnZNbHAkpISLperoqLy8uXLd/72OnfuHP2ehKJ0FtWIESOaWIdml5mZSX/kD8/2FAqFUVFRhw8fXrhwoZmZmeR9n97lAODrr7+WWbXZIhQK6dQVejNp3bq1QCBoaCH6+vonT5709PTcuXMnnWjToUOH8ePHM9s8URwOhz4d/fzzz4SQjRs3njlzhpZw6NAhpsm1ceNGkELuJEkyDYSEkKFDhzI95urq6sxjX05OTk5OzqVLl9atWzds2LBaHTitWrViltz+/ffftImRkJAg48rX0/79+5mJ+NevX1+xYsX169cfPHhQVFREswHUZ6HVR02ePBkATp48GRkZ6ejoyOxRbGVlxXR7ZmRk1HpEOHXqFABMnDix6RVoIZipnrt27crKyvLx8aGPyEyHDGVgYGBvb+/m5hYUFFReXh4SErJr166pU6e+ePFCJBKNHj0aAMaMGSON1NVSkpmZSQfqRowYQZd/sLIZi5mZGbxeoSQUCv/991+6AgoAFBQUPtALvXnzZgBgOjw/aXT9n6qqaq0cBUynur29fa3dlCQ7k2NiYtLT0+k3HDhwoLl+ikbg8/mTJk2iN1jaj9W4rIpGRkbMcZcuXWjrqqamhhBC/0g3bNjQtWtXunDCwcEhLi6OvD8Q0gX1ks95rJNpIBSLxTTPwsKFC3k8Hp/Pj4mJ8fLycnJyoo99te5cDg4OHh4ePB6vVsYH2oFjYWHRMncJqBsI6TEN4U3vF6XoIlNjY2P6e1NSUnJwcKiVednDw6PW0yft8di6dSsrdWghLl26xOFwakU+RUVFCwsLZ2fns2fPZmRkMP3wtra2ks2s8+fPE0JycnKktKSaReHh4UePHqXHGRkZ27ZtW7FixYgRI3JyctTU1LhcLitPtHRw6/fff/f09GS6bVq1auXs7JyRkUG/Jzo6msfj1frg2LFjQZpJO2WM/h5MTU3DwsIku6be17oqKSkJCQnx8PCYOXPmn3/+SQg5f/78O6Npi5KQkJD0eteazMzMs2fPamho6Onp8Xi8MWPGQGP73iQDobGxcffu3eF1NquMjAwXFxems7Rfv353XucX3bhxY9++fceMGTNmzBhTU1MaCKurq2kSEraysryTTAMhnSTWoUOHmpqamzdvMvPyKS0trS+++OKnn37y9fX98M9cXFxM+4Kk+rDcaPv37+/Ro4ednZ2dnZ25uTkTCGmzven9oiKRyMfHhxnr0tTUdHZ2Tk9P//BHaEc/3RPxEx0P+4D27dvr6elpaGgwww80V9zRo0cXLlzYs2dPyVsYh8Pp1avXwoUL//7776ysLFoCXVKtpKTEbkp0Fl29elUyucH48eNFIhGfz/f29oZ6j6B81J9//gmvu8VoS8vDw6PW/nm+vr5nz56VfEcsFtPU0mkte0vC+isrK+vSpUutGSKampqSnViSPRCSSw9tbGxoIXT2rJmZWYvdMM7d3Z3pAf7f//63Zs0aPz+/uLg4JsNn4/Y2CAgIkDyeOXMmAGzfvt3Z2ZlZqSzZd0UIiY+PNzExqftESFfi9+nTp/E/ZD3INBDSNqObmxshhK7zYB77goKCGvR4FxoaSvcV8/Pza1Kd/v2XrFtHduwgOTlNKkdCrSfCZcuW+fv7Ozs7q6iocDicSZMmbd68+fTp0zwer6EboZWVlXl4eNC5ecDltpsyxeavvwrq0VBydXUdNWqUUCikI6x5eXmN+cFaKpp1Wk9Pr6qqKjo6etu2bXXHBdXU1IYPH/7DDz9cuXLlfdvt0m2YunbtKu0N6hqnbiCkx/Qu0/Rn2cjISCcnJ2bWlbm5uZeX14fHhyoqKk6fPk0IoTPU9fT0mliHFmX8+PEKCgqGhoYLFy48dOhQVFRUcXHxnTt3tm/fPnHixFoLSLhcrpmZGf1OZt5seXk5fap2dnZu3p/lfeoGQnpMZwgPHTqUlbN899138DqDDJfLtbe3f/T21iXUypUraSAUCARMIKTbuEo7mbvsAiHd9VRNTY25DTVxHyW6tXHbtm1zGh3D1qwh33xDnjwhFy6Q3r0JS+GBBsL8/Hxvb+9Ro0YxdxYahGpp3bq1ubm5o6Ojm5ubt7c3j8d75xTh3NxcV1dXZliia9euHh4eoyMjzXm8rHo0IHbv3p2Tk1NV9fTu3c/++sv8U1x/8gFTp06F15k26cwXql27dkzPFb9OVvu6+Hx+//79gZVZ72IxyckhrCZxvnr1aqdOnWhPg7W19dixY69evbps2TK6e9Tnn38+c+bMH3744dChQ7du3UpMTKx/yzIoKMje3p65T9Hx5vr8Wc2cOXPevHmEEG/vc8BeOq6WgOb3V1RUTE9Pj4mJcXJy6tu3b63JtLq6uvb29lu3bvXz83vf31RYWJiysjKHw3nnwoBm5+7ubmlpOW/evHnz5o0cOZIGQoFA8PXXXwPAihUraqX9bCh6aQEAV01No2dPR0fH+Pj4933zsWPH7t69W1ZW1rdv30OHDtFeB7qg89QpqWy+xpBdIKRDryzueioSieiSuHHjxjVmjkNZGena9c2t6s8/SZN3jBKLxeHh4VOmTKHjw8wfTO/evdevX3/r1q0HDx54eXn9+OOPDg4O/fr1e2cmJyUlpR49ekycOHHt2rWHDx8+e/ask5MT059gbW19+fJlOmi6KinJnMcLKCqqZ/UKCv7h8WD3btXLly8z4z3x8fEfuDRbvqysLCUlJUVFRZrHPDw8fOXKlSdPnkxNTW1EabGxsXQEsUl/eOfOEQsL4uhIBg0i7OUspk+EeXl5Xl5ednZ2zPSoDyTWoc0sBweH9evXe3p6+vn5paSkMA951dXVXl5evXv3pt+sqanp5OSUkJBA/6zqc+O+ePEibbdlZKzx9ta9c+eT2Xv2o+jKnOnTpxNCHj58SH9FdEaMo6Ojp6dnTExMPW87zNrEpg7iZmeTK1fInTt19ypqNHd3923btmVnZ2dnZx88ePDrr792cnJq27Yth8Nh7jmSV5GXlxePx/toS5oO39DVbgCgpadn8fjx4LAwQT1+Y2fPnmW2Subzq3R124D0u9xlFAiZ3X/YHTdmJjrv3bu3vp8Ri0lMDDl2jDx9SsaMefP+9etk0SJy6BBZs4YcO0Z4PFLvbv3Kyko/Pz9nZ2e6Vzilqqpqa2vr5uYmGWZmzJixdOlSd3d3X1/fpKQkgUBQWFgYFBTk6em5fv16BwcHU1PTuq1OeN2fUGtvz32ZmeY83oHXo1wflZKylMeD27fnrl69mrnNeXh4SG5E/smRvGGxwtPTEwC0tbUbuT13djYxMyMVFYQQwueTzz8nbGwZFhMTs2DBAgMDA8kGlqmp6fr16+/du/f8+fOgoKDjx4///PPPCxYsGDlyZJcuXZhIWYuioqKRkdHgwYPppQUAhoaGO3bsYNr+dLb6xo0b61+9wMDuPB74+f3JjCbGx8d/iltnU3w+X19fHwDosjY+n+/u7h4cHNy4oT6xWEzXTTVpp6erV8mQIWTvXrJ5M7G0JCzNHHF3d9+6dev+/fvt7OwkB0R79eo1evTofv361ZrJwTAwMBg+fPiiRYu2b9/+77//PnnypKKighBSU1Pj5eXFJLzV09NzdXUtLCycFB1tzuMl1O8XyLQwNm2afeuWyrFjb9YFSWmCpNRzjVJHjhwpLS21tbVlN4tVhw4dDh8+PHny5DVr1lhbW783kalQCE+eQHAw3L8Pd+5AQQEAQGgovHz55nsKCkBXF/79F27devWOggIYG5P+/X/u1cusd+8+ffp07dpV8uaSlpZ269Ytf3//69evl5eX0zf19fXt7OwmTJhgZ2dXK1NtdXX1+fPnaapPSklJqWPHjsbGxqampmZmZra2tsbGxgYGBklJSYmJiYmJiY8fP7506VKbNm3u379fd+VlD3V1AIivrKznr6um5gkADBw498oV33p+pIWrrq4+cuQIANDhPVY4OTkFBAScO3duxowZwcHBDU2oAaGh8MUXQCemqqjA+PEQFASZmaChAV27wuu0UvVBU51duXLl4sWLGRkZ9E01NTUrKytra+vS0lIms/CcOXNyc3O7dOliZGRka2trZGTUpUsXAwODoqKiZ3Wkp6enpqampqZqamr27t177dq1M2fOlPwx7ezsioqKRowYUc96pqQkcblJABwPj1vt248zNTUFgL17944dO5Zu9ffJOX78eF5enoWFBV06oqKiQke5GofD4Rw7dqxv375+fn47d+5sZLbkdevg1i2gKebbtIHdu6FpKRKfPn3q6+vr6elJH7ZoPdu2bbts2bJp06aZmprGxcVVVVV169attLQ0KSkpOTk5KSmJOaAPkYGBgZJlGhoacrnc58+fA4CRkdH333+/YMEC2u/Vq7j4eXV1XEVF93okNKe99D4+Prm5NzIzq318EubPBwB48eLFtGnT6PQZdskiEIrFYrpNc31SpjbUpEmTli5d6unpOWvWLMlEpjSr9f3793Wzs13OnAE+/81nDA1h+HDQ1gZ1dbh7F0aMgMpK8PSEnTvB1hZGjICoKIiJgYQESEoSCIU/nz9PP6eiokIjlpqa2oMHD54+fUrf53K5lpaW9vb248eP79+/f91dRSgOh3Pt2rXExMT4+Hga554/f07vTf7+/sy3tW7dunv37j179jx27Njz588vXbqkoaFRNwoCQE91dQBIqF8gJERYVfUEgKOubg7g6+7uTjehTkhIqJXc7xNy7ty53Nzc/v3710qM2UQHDx4MCQl59OjR1q1b6VD0h4hEEBn5qpmVnw/Ll4Nk7FRRAT4fliyBpCQAAF1d6NYNunYV9+hxzti4a9eu3bp103k7Oubn51+/ft3X1/fGjRtMylmmgTVu3Li6SZyDgoLo3UeSsrKyoaGh8WtWVlYODg7Gxsbt27fPyMgYO3bss2fPTp48Wbf5uHPnzkuXLtHjOXPmHDx48MNpo9u3ryouJioqxhyO8ge+7ROyd+9eAGhK8KtFX1//2LFj48eP37hx47Bhw5g+w3rJzwdVVRCJgNloZdgwcHWFK1eAxwMTk1f/vSv7ay0ikejhw4e+vr4XL15MTEykb6qpqY0aNWrChAl0wTszYdjNze348eMA0Lp1a3oJmZqazpw5ky6HEAqFz549e/r0aWxsLL2JxcXFZWZm6urq0jzas2bNknxs6KWufrOwMK6ycmK9f+7c3Fwnp0FRUdcVFfXr/aFGkkUg9PHxefbsWdeuXWn/AOs8PDwePnwYFRW1bNmycePG3b9/PygoiPbgA4CpiYkLnw/GxmBlBdbWYGUFZmavPnnqFKxZA9u3g1AIy5bBwIEAALa2r74qEEB8fEly8g+PH8fExMTExKSlpUVERERERHTp0iUtLVSSwvcAACAASURBVE1DQ2PkyJETJkywt7evz2ZAysrKdIkM805NTU1mZqbkxRQTE5OTkxMaGpqTk8PhcGi/BJP0tpb2KiqtFBTyBYKXAkGbjz24VFXFiMVVqqrdFRR0AGDp0qV0Ei/tCfxE0QYWi4+DlI6OzokTJ0aOHPnbb7+NGDGCjplJqqmpqQoP1w4IgMBAuH8fXvcHAIcDbm7w119vvvXBA9i8GSwsQEMDkpOhoAAKCuDhQ1GnTrNehy5dXV0aEVu1ahUaGhoWFsa00C0sLOgF9vnnn7+vgQUAt27dog95aWlpaWlp9CA/P59eVLW+2dvb28HBoUuXLs+ePSugvSNvi46OZo5jY2OZDXHep6LiEQBoaAwCKN+xYwed0hUcHEwvsE+On59fVFRU+/bt6SQstowbN47mwZ8zZ054ePg7p869UVYGoaHg7w/+/hARAY8fg2Q69epqUFODy5fh6NE3b2pogImJx+DBWa1ambzWqVMnRUXFioqKgICA8+fPX7lyhW5gAAB6enpjx459X9MKADp06NCnT5/k5OSioqKwsLAwid1MAcDQ0JBetF27drW0tOzdu7exsfGaNWt27979008/1W1b91JXB4C4endfAcCSJUuio38DgNxcMU1xUFRUVP+PN4gsAiHd7mfVqlW1shCxQiQSqaqqnjhxYuDAgRcvXjxx4gR9X0VFZeDAgdbW1tZWVmBlBW/nMn2lY0fw9n5v0UpK0KePXp8+2yZNom+Ul5c/ffqUjsqsXr16x44dDe43e5uysjJtakmmus/Ly0tISKB9rfQBt/I9Vw8HYH3nzp8pKpaJRNVicfs6+8tLqqx8DADq6hb0paamJr1h1WczkJYpNDT00aNHrVu3njFjBuuFDxs27Mcff/zll1/mzp375MmTNm3aCASCqKgoui9MYGCg84ABW5l9MZlm1ujRYGQEAwbA/PkwZgwEB4OeHgweDMx+KdnZkJQEycmFeXkO4eG0l4nuPRISEmJkZJSamko7P+3t7adMmUIzqH1Ujx496vYZlJeX06BYK0DS5Td0gPCdgZAQkp+fT48/GgUBoKKCXloDAe5MmTKFZoSnqUc/RR4eHgCwatWqJv511/XHH38EBgY+efJk9erVRyVjGAAAFBUVpT982P/WLbh7F6KjQSx+9QV1dUhLAwMDiIyE/v0BAC5eBBubV0+BKSmQkgLPnsHLlxAVdTw3NyI3lylTSUmpc+fO6enpzLYkvXv3/uqrryZOnDhw4MAPNK0AYNu2bdu2baMVq/XwFx8fn5mZmZmZyWwNO2HCBB8fH9ornp2dXbe0nurqXICkqiohIYofPC+jpiazpiady9WqqVGgF2RJSUl9PtgIUg+EMTEx9+7d09LSmjdvHuuFBwUFzZs3b+PGjY6OjhoaGpWVlSNHjhwzZoy1tbWFhUWtPWabTlNT09LSsmfPnvfu3evZs2dOTk5eXl7Hjh3puDpbaMZeuisNzRjC5/NFItE7Jwe6Z2TYtm4NAG0UFRd9cLeXysowAFBXN2exqs2L9l85OTlJKZa7uroGBgbevXvX2tpaV1f38ePH1dXV9EscDue5piasWAHDh4ONTe1eqb/+gtBQiI+HWbPA2vqtLxkYgIEBDB/eFoBpguXk5CQlJR07duzYsWO2trY+Pj6sbAxLhwCZSaG10Flm7wyEVVVVTK9gVlbWR09E21gaGoMA7piYmNC7Yet3Nj1bvKSkpBs3bqirqy9ZsoT1wlVUVE6fPj1w4MC///7b1tZ25syZNNufv7+/v79/RESESadOiXQXWTU1GDAArK3B1haGDQMVFejWDRYvhv79IScH1NVh61ZQVgY7uzelFxdDSsoPKSnJKSnJyckpKSkpKSlZWVk0iaCVldWECRMmTpxIc3s1CJ01SndRpsRi8fPnzyUHDmnKX9ox9uLFi7qFaCgoOOjrt1VSqn8gLC8PBAA1tb7duhktXbqUluzj49PQ+teLNGbg/J+9O4+rMXsDAP7cpU2lQpIlNJosiWSdskQLJsyMZWb4Zaxpxm5mxDAyxm6QmbEbyhiGQTQIoahQblm6rbTvad/ufs/vj8N1p0yT7ntL7vP9+Pi83eWcU93e533P8hxlc+bMAYClS5eqo3Cab3PdunU0e5mdnZ06aqnF09MTAA4ePLho0SL4r8y8DSeRSHg83tatW52dnfX09PT09OjSN9o7WllZ+dp3ffQvGZDrio+35/GgsvIOIUQmkynmZclkssbPZGs+hYWFurq6HA6nkXM765Wdnf3kyRNCSEZGBs04BQBsNpsmkzxz5ow65kPSBDFTpkwpLy+/detW3RxmqhAIBDdv3ly7dq2DgwNdGUI3caS57GtR3rnGzs6utN71OTJZTXS0VnQ0Ryarcnd3j4uLo48vWrRIrckh1YSu8vLy8lJfFfv37weAVq1a9e3bV/nqVldXd9SoUTUbN5Lbt1+/QEIuJ2lppAEbjCjk5+cDQOvWrRlrfb14PB4A9O/f/7XPzk5I+DI5+cvk5B8bthYiI+MrHg8CA79U7NKVk5Pj4ODAWHOVqPeOsKio6NSpUywWi368mJWRkXHx4kVtbW0vLy86+rhs2TLGa6mLvBy/URw0uiipVBodHR0SEhIaGhoeHq4YC2Sz2ba2trm5ud27d2/VqlV1dXVNTc1r+/EFcvmRvDwAsDMwsP/3UQdCRAIBH4Ctp9eflq94Sh391U3gwIEDQqHwo48+osn2mLVjx46ff/55+/bt/fr1q66u1tHRCQgIGDVqlPGbzPl8U/T3W1VVxePxxowZ4+TkdOvWLVUKlEqldD9L2p0rfDlfzMrKavr06fSOsFh54nSj1NQ8JESip2fLZusfO3ZM8SP68ccfGe+SUbeysrLjx4+zWKwlS5YwXjgh5NChQ59//rmXlxfd/Tg2NpbL5drb2zs7Ozs7Ozs6Ov7HT4zFgm7d3qjS9u3bczicyspKuhlcaWnpmTNnVDllvZZQKIyLi7O3t6/njhAASqXSgDe5H62qCgMAW1t3U9MXiURMTEzWr1+vanNfR72B8ODBgwKBYMKECTTpKrN++eUXmUw2Y8aMpKSkR48etW/fftq0aYzXUg9HR0eJRNJHMfWmYeRyeUJCQkREBD1DKQ//Wlpa0j+J0aNHi0SiiIiIrVu3lpaWcjicQYMGvf/++3TOqqWlpY2NDc3wxGWx7AwMAMBcu74Je3J5jampl1RaxOHUO0TfQkil0kOHDgEAvSlnVkVFxbFjxwghLi4udEXdN998QxNtqBWdPVFZWamIiI0oRCaTPXr0KDw8PCIi4vr168pjKopPl7Ozc3x8/MOHDwHg6tWr+/fv79Wrl42NjWJZ4f/+9z/Fu6ZNm6bzH2PPipkyoCgBANR60aAmhw4dqqqqGjt2rGIZHIOuXLni5eW1d+/e0NDQ7Ozsmpqao0ePfvbZZ4x0g/8bFovVunXr0tLSioqK06dPV1RUVFZW1lrW1Wh0uvuNGzeuXr0qlUqLi4tp3C0qKpJIJHVHWGWEZAqFAGDE5Rr9yyLXVy+WlQkEcSyWTpcuo7t2fXF9oKen56yYzMgsddxmUmKxmA7137hxg/HCKysr6V9aVFQUPUm9tpNHHebNmwcAhw8fftM3njx58qOPPqo1dmJtbe3l5UWXAWRmZvr7+8+aNetFNtGXXjvBzNTU1NHR8YObNx8/3l9aelEgSJLLX58WUihMycj4MiVlyvPnh1T+7t8Kp0+fBoBevXqpY9ckmnXa2dmZJgVs1arVv+UmZRaNTP369aupqUlOTm74DukymSwmJmbnzp3u7u7K5zgWi2VjY7N48eLz588XFxenpKTQnV4UaR9qzcQxMTFxcHDw9PT09fWlOWgaUrtEkl9Wdqm6msmO3GYhkUgsLCxAbSnp6brM3bt3b9y4EZowHR3dtzklJYV+dyqmaKmoqAgICPDy8uqmdG/KZrMHDhxIPzD0Av21AxbOjx5tzsjYnJFxpwFp28rKLvF4kJg4XJXWNpwa7wjPnj2bnZ3dp0+furPPVefn51dWVjZ8+HBTU9O///5bR0eHjqaqlUQiuXPnDs23dOTIkYyMDDpH2dLSslOnTv/59oiICLo8y9zc3NHR0dnZ2c3NTU9P7/bt2+Hh4du3b1eeoGxoaDhkyBB6/W5jY5OTk6OYtRUXFxcbG/v8+fPnz5/bVFSIDPempPABgMXiamtb6OhY6ur21tPro61tqafXR0vLPD39i44dN+jp9ZFI8gBAKi1sgnU5avXLL78AwOLFixnv5JHJZPv27QOAZcuW7d69Wy6Xz5w5s1b+bjWhN4JlZWW6urqKrUUaQiaTDR8+XNGvTu/8HBwcRo8eLZfLQ0JCLly4sHTpUsWSfAAwNzcfPXp0v379WCxWQkICn89PTEwsLS2lS2/pa2xtO/j7i3R0LPX0euvq9qH/6+hYKgohRJqW9plMVimXV5mb+zDwI2hW586dy8zMtLa2Vl7gxJSYmJjQ0NDWrVtPnz6d5rP9+uuvGa/lteiVd2lp6SeffFJWVta4qbCpqal///33pUuX6O4I9MF27do5OTk5Ozu7u7sLhUL6gsLCwtatW1tZWXXt2lWRKsTS0rJv374GHM5qC4sG1sjltm3T5vNWrQY0orWNoMZASFdNLF26lPGzFSFEsUJ/z549MpnMw8OjQwPWkzZO3VU4VlZWkZGRkZGRitfUWrxM9erVS3lC4xdffDFw4EAnJyd9ff179+5FRERMnjw5JiaGEEJfYGBgMHToUBr87OzslEfv6q6yyM7OTk5OvpeVZdp/vETSSSRKFokyRKJUkSi1ouLV8vxu3Y7L5QK5XMjltqfxLznZRSLJNzQc2bq1c+vW47W1GzRB/+3x+PHj8PBwQ0PDGTNmMF54QEBAamqqlZXV0KFDP/30UzUNF9VCzzIBAQE6OjoZGRm6urpt27bt2LEj/aWbm5vT4x49etD82rVoaWnR3VOdnJxGjx7N5XJv375948aNbdu2xcfHK17Wrl27oUOH0iuwAQMG1P2rzMjISExM5PP5NDSOGKEtk4XV1ETT+cYUl9tWT89GV7eXrm4fPT1bQmRWVtfoU2JxRmHhHgMDR319By0tMzX8nNSLnq+WL1+ujlFzmgNowYIFly5dysvLs7W1bXjiHhXRnrPS0tLdu3e/0RtLSkquXbt29erV69ev00k3AMDlcocPHz527Fg3NzcLC4tbt25dvXp1/fr1iiUTXC63c+fOSUlJdVOF9AsMHL1kyaxZH4wd215Xt6eurrW2tgXAa6JDSckf5eVX2GwDY+OGr79XCUtxFmbW9evX3dzcTExMsrKy9PX18/PzGQxUly5dmjBhQteuXR8+fNi9e/fy8vIHDx4MHDiw0QV++umntLcNAGbNmrV//349Pb20tLTAwMC///77zp07ilU4ffr0mTBhwoABA2pqalJSUlJTU+k0ZcW6K2VsNptmUKM3joaGhk+fPg0JCYmNjVUOfsOHD3dycnJycrKzs6sngfJ/IkQsFmcLhXECQbxIlCoUxgkEsVZWV1ksnZyc1VJpUadOWwwMHOLieorF2S/fxOpzdpquzAJcXcHREVrC7IZ58+b99ttv9I6N8cIdHR0jIiL27t1bWVm5atWqcePGXblypdGlCQQCgUBA12tKJJLS0lLFShu5XH7//v2LFy8GBgbSpTIAoKOj07p169d+lqi2bdtaWFh06dKlW7duXbp06dKli4WFRdeuXblcbmRkJB14buClVUPIZKUCQZxQGE//r6l5LJW+aBuHY9ynT2Ji4sAOHVa3aTOdwzEuLvZLT59Nn9XVfd+IM7rz3UHg4ACvS4r0tuHxeIMGDVKcr5gtPDs7m/ZPPnv2bMKECU+ePDlx4oQ6LuPqevz48eeff56QkED7n6ysrN5//31LS8v6x32pQ4cOKbrZOnTo4OLiMmHChDFjxqSlpdGhwdu3bytOjGZmZiNGjHB3d58wYYKJiYlEIsnKylLuxHr8+LHhtGl5R48ePTrS1vY2fReLpa2j00NPr4+iH0tXt5dAEJeT82337qel0gItLXMutx0hchar8SfGBmGwm7W6ujo4ONjb29ve3p7FYnXo0MHV1ZUQsnv3bj09vdDQUKYqouOlP/30E136OmrUKBULVN5P2dbW9syZM3379lX8iLhcrpOT0+7du5/9e/ZkgUCQkpISHBxM02e7u7tbWlrWynpMFxrDy3SR3t7ewcHBasohq+TF0gih8Nnjx2ZCYbpUWiYUpjx/fjAlZerDmNZyczMCQACInh5xcyN0R838fHL3LlP7UjGopKSEbletjh0z6ORvExOT0tJSOpB27do1VQoMCgpSbMuckJAwbtw4gUBA87MrpyJq06bN1KlT/f39aVJ/kUiUkpISFhZ25syZrVu3enp6uru729vb15OLRHnAhu5OTDefEovFDPxclIhEWeXl1/Lzd+XlbSGEiERpOTk+sbGWFRUhAkFcbu765GSXhw8NeTzIPjbgxeeqfXvy0Udk925CCJFISGwsefiQMN0wFdE9HVevXq2Owmkv6IwZMxQ7k6v7r57P5/v4+CiWDCrOPArm5ubOzs6enp717P6WmZnp6uq6a9eu+Pj4goKCM2fOeHp6Kt/PcLlcBweHrVu38ni8/xytl8vl6enp165de/LkcEaGV1LSqMePzXg8qPXv4UOTysrbCQnDpNIX44jV1bxHj9qkpEwtKvJXPMi4hgbCvXv3KvYQ+fPPP2NfLl+TSCR3797dsGHDiBEjtJUmLurp6bFYLG1t7fv379Opd2ZmZqruQkIIIYTP57NYLDqFgU5GDQgIULHMbt26VbxkY2NDR/L09fXd3d0PHjxYUFDQuGLFYjFdn7tv374xY8YAwKBBg27fvt2QvfEYJBDEEULE4pwnT7qmps6IjubEx9tnZ3uXlwfLJJXk5k3i7U0GDCBsNgEgly6RDRuIszNZt46MGkV27GjKptZDLpfHxcV9/PHHADB27FhCiFgsvn79OoNVTJ8+HQC8vb1PnToFAL1791ZxMk7dQPjBBx8o/kYsLS2XL18eEhJS/+a3yvLz8x88eHD+/HlfX99ly5ZNnjx58ODBdM593759N23adPfu3YaXxpTS0otpaTMzMr7Kz/+pquqeTCaoro6uuXmETJ1KzM1fhMM+fUhODhk2jCxdSr79lgwcSJKSmrid/yY7O5vu5JWZmcl44RUVFbRDOzo6ml7BK3btbrTz58/TrR4IIcHBwYp5VdHR0atXr+7Ro4fiM9a+fXsvL6+jR4/u3bt36dKl48ePt7Kyeu22JFpaWlZWVuPHj1+2bNnevXuvX7/+9OnTBw8e+Pj40Bsb5c8tXU2r+ramUmlpdTWvpORMTo5PSsrU+Hj7xMQRhMjy8jbz+e+npc2WSivy83cpwmR0tHbB1S/Izz8TplcPNzQQ1loqe+rUqZ9//nnixInKs9S4XO7QoUPXrl0bGhoqEonoqr4uXboUFBTQT4CTk5NUKlWxxTTjw6JFiy5evEivhVUvs127dlNeMjIyKi4uDg4OZvZqOiQkxNPTk+6/3GQkkmJC5FlZK5KTXZ8+HVdRcSMlZUp0tJbig1W6zY188gk5cICkpJDCQnLyJHnwgDg4EBoAZDIyYABp2OzBxklOTlYEm/T09LpXyikpKQcPHvTw8FBMcezQoYOHh4dYLB46dCiHw7lz5w4jLVHeiJXmRD50SNVJtkFBQSNGjNi7d+/evXvXrVs3btw4Hx+f3r17+/j4NOQiuoFWrlxpb2+vjrnZ9auu5uXn7ywr+/vp0wn5+Tt4PBb9UMXEtEpKGik5uI0EBZHycvLsGfH3J7//Tjw9yenTL94cHEw+/riJG1yLVCqNiYnx9fWl3T+TJk0ihKSlpa1Zs4bB2ch0dHD06NFPnjxhsViGhob1JyhoCAcHh5yXm6/973//O3/+vLe3t/JtX4cOHb788stbt2699twokUjqdl/VHZRRvrFp1aoV7WZQRAG1UfzkZdnZK3Ny1orFOUJhSkGBb3Kyc3S0VrXnyBeXVn37ktWrSXw8I7U2MhD6+/vXvUAo+WfKA7FYTPcEGD9+fG5urrm5ObzcRrzRiouLac9YQkICnYy6a9cuVQqkanWN/lsal8ZJT09fu3YtPRYIBPPmzWOw8PolJY16/LhTdTWvujpaKn3x5yeVVpSWXszMXMTnW0ucB774VAGQHj3Inj3k6FGi/DtasYL8+af6Wmhtba0IfmPHjk1KSpJKpQ8ePNi5c+fEiRNrLTXp2LHjmDFj2Gw2m80OCQlZu3YtAHTu3LmYib3ZVq9eDQCfffYZnTbZpk0bxUV3owUFBY0bN+7ChQsXLlzYu3dvI3eQ/neZmZnHjx+nx1VVVXv27GGw8PoVFR2trn5UWnqhoGBPRcUNmayyqOh4eronn9+bx2PFRGoRfX0CQDgc0r8/WbyYpKURW9tXWVGkUmJhoaa2KS9t+uOPP5Q3EZRKpTwez9fXd+rUqXTsltLX1x86dKhIJKKdzHv37mWkJRKJhC6Funz5Ms1DvXz5ctWLrRUIjx07Rr+Ldu3aeXh4BAYGNqJXgC6KDwgI2L59+/z58+mpW0tLa+XKlbdu3VL/CM4rEkmBRFJMCMnN3ZiV9TWPx4qNtczMXFJeHiwWF8gu/kk+/ZQYGb04ax09Sm7eJGPGEFdX4uZGHjxoXKVvEAgdHR3d3NzoZKFLly59/fXXfn5+dFvwf5OZmUnX2G7ZsiUkJITD4bDZ7KtXrzaurYQQugTH3d09NjaWXl6VNWBJyn9SayDk8/kTJkygx1VVVTY2NgwWXg+ptCI6Wjs6miuVlj55YhEdzRUI6nRG5eWRM2eIhwdp04YAkC1byLFj5PvvX71g+fJXV/FqUCsQHjt2rNZq365du86cOfPIkSPJycn0ZbSnvXPnzgUFBXS7uMmTJ6vYjOrqarpG4t69e1OnTgWANWvWqFgmeV3XqOplKouKipo2bRo9fv78+eDBg5kt/98IhSk8Hjx61EYmq0xLm11cfEL5WYmkqDLnMvn2W/LBB0Rb+8UJKzWV9OtHFCsypVLStauamqecIm7IkCGZmZl37tz58ccfXVxcak2E6d69+xdffLFnzx46iWnbtm3nzp0DAF1dXUa2EKd97NbW1llZWdra2hwOp4GrM+vn4OAwZsyY8ePHjx8/vlOnThEREd9///3t27cZzJVYUlICACYmJkwV2EBSaXl1NS8lZXJysnN6+vzS0gsPHxoperBSgwaS2bPJuXOktJTcuEGWLiVPnpA+fV7MZkhNJdbWpFFn70beETY8i+CVK1fYbDaHw7lx4wbd2q1NmzaNW9SpWKEfHBw8d+5cAFiyZEkjyqnL29tbcezj48PsGB6fz3d3dxeJRCKRqLS0tMkCYWnJBR4PEhMda2r4PB48ftxBqduhDqmUREaSrCwSF1e7a1QNyTwVrK2tt2zZsn379u3bt1tbW9OkYubm5lOnTj148CCfz6/7FolEooh/qampNHD+9ttvqjSDpn8cNmxYRkYGl8vV0tLKyspSpUDqXQ2Ez58f5PEgJWVyefk1Hg/i4wf+60trasjt24R22yxY8Kp34cYNovLly7+pFQjpugjlHiwPD4+DBw8qL/q+evUqi8Xicrn379+nGTP69OnTuP3oldE+9sOHD3t7ewPAp59+qmKBlIODQ2ZmpkQikUgkM2bMiIiIYKRYZSKRaM+ePUePHmW85HorTY+O5jx9Ok4mq6ysjJDLpYQQuVxaWRmWne3N5/cs/27Ui+sqXV0ydiwJCCDHj5PvvntVxKxZpFHzBtQeCMnLTiczM7Ps7Gy6RdnQoUMbMQL3xx9/0A9oQUEBnYyjjqmDjOPz+WZmZhMmTJgwYcL48eObLBCSr76UDexTc/WXksRfYx5w0tK+aOgb160jY8eSjRuJiwvZtk2NLSTE2tr66tWrdDb2oEGDkpKSGjKjKiUlRRH/6LoXfX39Rn8Y5HI5Tal1+vRpunu4h4dH44qqpbi4WHEjW11dzchNhrKoqCg6N9vV1dXJyanJAmFKyjQeDwoL92Vnr+TxIDvb+7/fQwjJziZDh5KvvyarVpFBg8jLnwzjOnXq5PaSkZHRgwcPbG1tFy9e/Ndff+Xn5//bu+ichvfeey8/P5/Ot1TxOptuUdS+ffvnz5/T/ob79++rUqBCra5RxgPhjh07Tr/sB/rzzz93NNWMOXqB9ezZJ6WlF3k8SE52rfUCeXIc2bqVODgQDocAkM2byZ49RHny0fLljRvKaWgg/Oabb9LS0ujxzp073+hHL5VKFZNlCgsLaaf5t99++6ZtpZdXBw8e/PHHHwFA0d/4lmuurlHSvTsBIDwecXYmbduIQ8+/wXuzssjt24SJWb71qztG2MA30lFqGv9obswBAwY0biSDrhTs3LlzWVkZHTeKiopqRDlNr3nuCOVy2YhB1QtGiiqSkx59wONBeXmDF5mIxSQ6mjx48PrdFRhS646wgbO+hUIhzfkye/bs6OhobW1tFosVGBjY6GbQ9Bc//PADvSUdMWJEo4uqZcyYMYqZonPnzmUqviqsX7/e39+fHvv5+TVZ9sqUlCk8HhQWHsjIWMjjQW7uD//60sJC4udHUlPJlStk5sxXjzs7k4cPG1G12rdhovLz8+lkGR8fn/v379MP2fnzb3JqJoTP5y9evLisrEx9KUzVoXkCYXw8ASCmpqSigujoEA6HNEnCzDfV6EBICKFLkgcMGFBcXExzkq1cubIRbaAptbZv304ztzF4wlK35gmEDx8SAGJhQYqLia6udJS9TKrqrCJmNS4QEkLi4+NpKqiTJ0/u2LEDAExNTRu36CspKYnNZuvp6eXl5dH5nBcvXmxEOc1i/fr169evj4qKioqK8vHxaaJAKJWSbhZi9yHi8rS0EEceD6qq7jXoXY6OZP9+EhtLtm4lEyc2rvImklE8jwAAIABJREFUCoSEEOXJMvRDZmxs3IjN5Oge9DY2NupIuKwO2dnZO3fupMdCoXDVqlVNUWtVFTl3jhw9SoKCCAAZNqwpKn1zT548Ufwek5KS6q7qrUdlZSWNf99++21UVJSWlhabzQ4ODn6jBhQUFOjr6+vr6xcXF9NN3t/0+qwZ8fn8b775hh6XlpZ+/vnnTVHrTz8RADJ7Njl7lgAQJ6emqPRNDBgwQHHs6ur6RptHHjhwAACMjIxSU1Pp5m6urq6NmIRCc7J4eXn99ddfAGBlZdWCdv1cv379xIkT16xZs2bNmgkTJjRRILx7lwAQKyuSmkoA5PZ96Rjhf6upIfv2ka+/JseOkcYuom26QEgI+eGHH+hFVlZWFl0ZPWjQoIbMTKmoqAgLC/P19fXw8KCdV76+vk3Q4Bbs4UOyaRPZvJk8eUL4fKKG4fS3gSL+Xb9+nXaYm5mZ1TMO9FpFRUXXrl2jO18zsiz1Hbd8OeFyyYkT5MsvCQDZuLG5G8Qwupubg4NDbm6umZkZAPz0009vVIJcLndxcWGz2YmJiXRi1/79+9XUWnVonq7R9esJAFm0iOzfTwDIlClNUelLTRoIZTKZYrJMQUFB9+7d58+f/9qbAIlEwufz6a4xvXv3rpsjUfUZ8++yq1fJ8OEkJITcukWGDSMtpA+5cehUZJq3iC4tbcRyvZqaGprzZTfNBIbqV1ZGqqvJli2kd29yrwH9Vy1KSUkJ3bFo/fr1V65cYbFYWlpakZGRb1pOYmJieHg4nSdfVVWljqaqSfMEwowMsn8/iYwk06cTAHLwYFNU+lKTBkJCSHFxMZ0ss3LlylrroHNycgIDA729vR0cHGptVqmlpdW7d29PT09/f/9r167RGYO///57Eze+xRg5kigSQMTEEGfnZm2NeslkMicnJxr/MjMz6fS8hiyILigoCAwM9PHxcXZ21tXVbd++vZ6enmIyHnq92FgydixxdSUjR6p1gWnzun37Nh3HCQ0NpZs/9+jRo6KiouElSKXShw8fDh06FAC+V16Y2xJEREQoVi7x+Xx1LM+oTS4np06Rb74hO3aQvDwSHt7EiY6bOhASQu7du0cny/zxxx9hYWFbt251d3c3NTWtdc9Hl/v4+vqGhYXV6j49evQo7cdXcZPJd1aXLkQxICEWk27dmrU1apeVlUU7zH/99dezZ88aGBj4+fnVfRnNVnro0KEvvvii1oZ/HA6HXl3NmTOn6dvfYohExMaG0GUqFRXE3p6oPeFWs6GLvrp06ZKXl0dzsHl5edX/lvLy8uDgYB8fH3d3d5oUSVtbu3Xr1leuXGmaNrdgXl7km2/Ikyfk9GliY0NUzkL3ppohEBJC6GSZWluBmJubu7u7+/j4BAYG/uee4DT9h6OjI47ovIaNzatcVgUFxN6+WVvTFJQTgijPEhSLxYqUWjTJkYK+vj7dAyQwMLCkpCQuLo7OGGzifLAtycOHxN391Ze+vm9PTnbGSSQSej83ZcoUPp9vZ2cXHR1d6zUymYzP5x85cmT27Nm9evWqtcXje++917t3bzpThtlkVe+awkLSuzdRDGds2ECaMFkg1TyBMCEhgcVimZiYjBw5cuXKlefOnXvTRB7Pnz+n6zFUT+X+Dlq7lmzY8OJ4zZp3bzrDaykSgqSnpyv3eda92KJbFNVddEj3pjc2NsaehtcLCSEzZrz60s+PMJGI7q2lyNvg5+enGHWurKxU9GPRfnjlERx7e/slS5acOXOGzthSrE2cO3dus34rb7eoKPLRR6++PHeOLF7cxE1onkBIE6T9Z1dD/a5du8ZisXR0dB49esRUw94RNTVk4ULi4kKcncmyZWpdvPz2qKqqsrKyqnVVzuFw7OzsFi1adPLkyYZssjNp0iQAGD58OPY0vEZ2NunX79WXy5eTd32c3s/PDwBatWq1bds2Ly8vW1vbWrs0dOnS5dNPP/X19Y2MjHxttizF2sQ/1Zm8vmVLTSWOjq++PHCA/PDvS+nVoxkCYV5enq6uLofDSVY5x9JXX30FADY2Nm+0/gy9q+bPn6+jo6Ojo6Pc5/lGJTx//pxumbtRM26j35inJ/n6axIVRQ4dIoMGacI1lru7u/LcPS6Xq5i418Bl0Hv37qU9DRkZGepubYskl5PBg19MP66oIIMHk5f73TaZZgiENJ2jIiOGKqqrq/v167d169YWtFgVqUlVVRXtqgoLC1OlnNDQUDabzeVy7969y1Tb3h1yOTl3jqxdSw4caFya/xaHbl7fs2fPHTt2hIeHN+6ae+LEidjTUJ+0NPLJJ8TFhYwZQ86da/r6mzoQlpeX0/2aeTweIwVKpdKTJ08quh1CQkIY2aEQtTi7du2i86dUL4peq40fP171olCLlpmZSbdPevbsmSrlKOY0bNmyham2IQZxoWnt3bu3vLzcxcXF3t6ekQI5HE5BQYGi476srCwrK4uRklELIpFIaGpjut+NijZt2mRkZDR16tTKykpDQ0MAoJ+xWvNO0Ttv+/btYrHYw8NDef/3RmjXrp2fn9/YsWNjYmIIIbVGslGzq52xRa1EIhHNa8zI2UpZZWVlQUFBQUFBeXk5syWjFuHUqVMZGRm9evWi+SFVpK2tvXbtWl9f37t379JH/P396QoNpDmKi4uPHTvGYrFWrlypemmurq7h4eGLFy9OSkqijzx58iQyMlL1kpHqmvSO0M/PLy8vr3///jQVFoMuXLiQmJgIAFlZWXZ2dswWjt5y5OXKVG9v77rZ+BBqnF27dlVXV0+aNMnGxoaRAj/44IM1a9b07duX7ncYGRlZVFREd5dDzavpAqFMJtu5cycAfPfdd4z3DHh4eCxevBgALly4cOfOHWYLR2+56yEhfD6/c+fOdF4Dg06dOvXgwQMACA8Pp2nikYaoqKig60oZuR1Eb7mmC4SXoy+nZ6e/9957n3zySZNVijTBuU6dPrt71/X5c21tbWZL7tu37+DBgwEgNzeX2ZLRWy4wIUGnXTsnOzuajZ1BW7dupcsTs7Oz6Z6aqNk1XSD8sfWP7e+2X1ezrtaKVNX1799fcYtpaWkpl8uZLR+9zeKqq2Oqqlrr6X364YeMF25jYzN8+HAAuHfvHuOFo7eWWC7/XU+vx5kzm42MGC981apVn332GQAcPny4qKiI8fJRIzRRILxReYNXw2vPbT916FTGCx81apTi2NbW1tbWlvEq0FvraH4+AExt374V0xdYSGMFFhcXSyTWrVoNsbRs7ragptBEgXBb/jYAWNZ+mR5b7z9fjFADZQiFYWVl2mz2tDq7l6hu7dq1NNUkAMyePZvxngz0dpIT8kdBAQDMNTdnfJWDvr6+Iv+tnp4ezb6Gmh2LEKLuOh4LHtsl2BlwDDJtMo05xuquDmmODRkZgUVFU0xNV1lYNHdb0DsiqKTk+7S0rrq6f/Xpg1OQNURT/KI3528mQLzaeWEURAwqlEiCiovZLNYMM7Pmbgt6RxAA//x8AJjVoQNGQc2h9t91qij1fNl5LZbWYtPF6q4LaZRTBQUSQpyNjbv8c2NLhBotrLz8mUDQXlt7bJs2zd0W1HTUPka4o2CHlEjntp3bRbuLuutCGmWKqalQLp+Eac8Qc+6XlwPATDMzLcyCpknUO0ZYKC3sxu8mlAv5vfm9dXurryKkOQ7m5kZUVBhwOACwvHNnKz2cfoVUlVRTUyAW02NtDqe/vr4upijSJOq9I9xTuEcgF3xs/DFGQcQUgVw+t0OHkcY43owYc6KgoK2Wlrm2NgCMb9sWo6CmYTgQXiq/9Fjw+D2d96YaT52dMTu4IhgAVpphjiLEpBSBQJ/D0WKx+hkYNHdb0DvC2cTERl+/uVuBmgeTgXBh1kKhXPh5m88jqyPPlp0tl5UH9gh8VPNoqP5QBmtBKE0oJAC6bDYGQsSUQ3l5xhyOmbb2wk6dmrstqKkxFggLJAXXK64n9UliA9vZ0BkATpacbMNpM7/dfKaqQIhyNjHBrlHErGmmptatWnFxjoxGYiwQpopTe+v2ZjftBocIIcQIYy7XVEuruVuBmgdjgdCYY1wmK2OqNIT+zXAjo/ZM7zKBENJkjN3AWelYFUoLHwke0S9FRMRUyQgpszc0xBX0iFmru3bthWk/NRhjd4RcFvdU91NfZ38NAASIt5l3a05rDgvzFCOE3natcL2EZmuKpNsIIYTQWwuvgxBCCGk0DIQIIYQ0GgZChBBCGg0DIUIIIY2GgRAhhJBGw0CIEEJIo2EgRAghpNEwECKEENJoGAgRQghpNAyECCGENBoGQoQQQhoNAyFCCCGNhoEQIYSQRsNAiBBCSKNhIEQIIaTRMBAihBDSaBgIEUIIaTQMhAghhDQaBkKEEEIaDQMhQgghjYaBECGEkEbDQIgQQkijYSBECCGk0TAQIoQQ0mgYCBFCCGk0DIQIIYQ0GgZChBBCGg0DIUIIIY2GgRAhhJBGw0CIEEJIo2EgRAghpNEwECKEENJoGAgRQghpNAyECCGENBoGQoQQQhoNAyFCCCGNhoEQIYSQRsNAiBBCSKNhIEQIIaTRMBAihBDSaBgIEUIIaTQMhAghhDQaBkKEEEIaDQMhQgghjYaBECGEkEbDQIgQQkijYSBECCGk0TAQIoQQ0mgYCBFCCGk0DIQIIYQ0GgZChBBCGg0DIUIIIY2GgRAhhJBGw0CIEEJIo2EgRAghpNEwECKEENJoGAgRQghpNAyECCGENBoGQoQQQhoNAyFCCCGNhoEQIYSQRsNAiBBCSKNhIEQIIaTRMBAihBDSaBgIEUIIaTQMhAghhDQaBkKEEEIaDQMhQgghjYaBECGEkEbDQIgQQkijYSBECCGk0TAQIoQQ0mgYCBFCCGk0DIQIIYQ0GgZChBBCGg0DIUIIIY2GgRAhhJBGw0CIEEJIo2EgRAghpNEwECKEENJoGAgRQghpNAyECCGENBoGQoQQQhoNAyFCCCGNhoEQIYSQRsNAiBBCSKNhIEQIIaTRMBAihBDSaBgIEUIIaTQMhAghhDQaBkKEEEIaDQMhQgghjYaBECGEkEbDQIgQQkijYSBECCGk0TAQIoQQ0mgYCBFCCGk0DIQIIYQ0GgZChBBCGg0DIUIIIY2GgRAhhJBGw0CIEEJIo2EgRAghpNEwECKEENJoGAgRQghpNAyECCGENBoGQoQQQhoNAyFCCCGNhoEQIYSQRsNAiBBCSKO9WSAkBFJTgZAXx9nZamkTQqhFI4Skp6crvkxLS2uulvD5kJn54jg2Fiorm6sh6K32ZoFQJoP33oPjxwEAJBIYP14tbUJN49q1a5kvTxL379+PjY1t3vagd4ZQKPzwww8VXzo7OzdXS7ZsgUmTQCoFANi8GZ49a66GIJX4+fldunSJHl+/fv3w4cPMlv/GXaPW1vDrr1BczGwzUDM4e/bs06dP6fGtW7eioqKatz0IqUPfvuDr29yNQKrJzs4uLCykx8+fP8/KymK2fO6bvkFXF1auBG9v2LeP2ZYghN4dJSUlu3fvpsc1NTXN2JIlS2DBApg2rRmbgBggEAjKyspAPR+nNw6EADB1Khw5AvfuMd4Y1NRWr17dpk0bAEhNTfX29m7u5qB3QUFBQevWrbW1tXv16kUf4XIbc55hirY2bN0KK1aAllYztgKp6vjx42FhYQCQkZHh4uLCbOGN/ID+8gvMmvXqS0IgKQl69mSkSUjtCgoKysvLAWDLli1jxowBgM2bNzd3o9AbkEgkhYWFnTp1AgBCSGZmZteuXdVdqUAuF8nl9NiQw+GwWAAA1dWgr//iFVlZP//667e+vpcuXTIwMBg7dix9WFtbW91tq5+LCxw5ApGRrx65exc++KD5GoQaLCQkhE68WrBgwZw5cwDgjz/+SEpKYraWRi6feP99GD36xXFVFbi6wrBhr2ZnIUogEAiFQnosFourq6ubpx0VFSAQvDiuqsrftatHjx7z5s1rnsYgJqSmps6fP58ei8ViRchRq705OStTU7dnZW3PysoRi2HHDnBwAA8PcHSEe/fgyhWwshp/965UKo1Ujjlvhz17oKTkxfGcOeDgAOfPN2uDEAAAJNXUxNfUxNfUpAoEUFMDkZEQHQ1iMQBAXFzNjBkTx45dsmRJVVWVWpvxZneEHA4cOPDieM0acHeHc+dg8GAwMYGyMpgxA0JDgcNhvpUt1IEDB7S0tBYtWgQAly9fDg8P37lzZ5O2ICcHZs0CIyMQCkFXF44dg48+6nDr1kxb22wTE11dXcWleqtWrXR1dZu0bc0nPDw8KCho06ZNAJCenu7j4+Pv79/cjXp7SQlJEwoBoEwqndi2rXvbtgAAYWFw8ybcuQMcDqSnw/jxcOcOGBi817Vr3KFD71tbu7u7K0r466+/mqvxu3eDsTEAQIcOkJgIN29CaioMHAjHjoGXFzg6Qvv2zdW0t868efPmzp07bNgwANi4cWOPHj0+++wzdVe6+NmziW3bAkCb588t582DDz8EgQAWLoRz5+Dbb1sFBZ12c3s8cmTPnj3bv/xV9ejRw9DQkNlmvFkgZLFg6NAXx3p6EBMDCxfCqFFw+jSEh0N4OOzYAatWMdtCpIIVK2DxYpg4EQBg2zbYsQOWLQORaOf27br/7BhatmxZ87SwOQgEguKX854lEkl+fn7ztqdx0tPTfX19AUAmk6m1okKJZPmzZ2NMTNKEwhKJRCiX67HZH964AZ9++uKyt1s3sLCAwkJISWEZGdERkv79+ytKGDBggFpbWA9FnJPJgM+H//0P2raF2Fi4cAGCg2HZMjh5srma9tYRi8WKz5JEIpHSRSdq1orNXtSpEwDAvHnw668vAszJk7BpE2zZAj16jF+3bny7dspvGTJkCOPNaGTX6P37MGcOTJkC5uYQGgp+fuDnBywWrFsHMTFiZpvYokVFRR0/fvz48eOhoaFqrejXnJwZCQkLnz5d+PRpsqIj9N49mDABABITE3NGjoSQEJgwIfPkySxTU7U25u1XWloaHx8fHx+fkpLS3G1pJH19fWtra2traysrK3XXZaGru7xzZzsDAxt9fRMu14jLhepq0NN79Qo9PaipASMjdbekcf76C6ytwdoaxo2D4mJYsAAOHgQDAzh1CgID8Xz1ysOHD0NCQhTDcuojI2R6QsJXT5/mSyQeCQk/5+Tc09Z+dZs1ZgxERkK/fvDzz/DPKKgmjQmEIhFMmQLHjoG//4v4t3YtmJjA8uXy4cNvTp9up+7+XAA4ePDg0aNH6fGVK1fWr1+v7hobh81mc7lcLpfLUXOXsZyQeebme62s9lpZva84Q8nlwGIBwIkTJ+48fEhHCq9fv96MXVVviYSEhMOHDx8+fPj06dPN3ZZGMjU1HTdu3Lhx49zc3NRdV7ZItD83N7a62lRbe4yJiaOREfTtCw8evHhaIoH4eHj/fXU3o9FOn4aUFJgzBw4fBhMT+PtvuH8ftm2Tjxp1e+HCnsVqXhZdWlq6fPlyxZczZ85Ua3WqiI+Pj4yMjIyMzMnJUWtFBEAsl++zsjLlcld37epsYvJeZuaLpGUAIJNB0840bkwg1NGB334DFgvWrAETE1i0CCQSWL26eu3a8qKiFUlJ8d9++y3jDa2lpqZGsZpEJBJVvq2pkwYOHDh9+vTp06cPHz5c3XXFVlffKisLKy9/9VD37hAf/+L46VNQ6q3ScB988MHu3bt379793XffNXdbWgBjLtehdWtzbW0jxfXc55/DgweweTNcuADTp8OcOdC6dbO2sT7794OpKdy4AdeuwY4dAAB79lR+8kmhltam7Oy0JUuWqLV2kUiknK0iPDxcrdWpYsaMGatWrVq1apWDg4O665IQki4UEoDOOjq9W7Vq37Ur3L794rmrV0H9DVDWyK5RNzf46iuQSOCLL2D9epg6Nf7+fcs1a9acPHlST0/vwIEDgYGBzDa0rqysrOjo6Ojo6NTUVHXX1SJUSqVFYnGxRPLqoc2bYfZs8POD6Ojfjhzxqqnx8vI6ceJE87URMaNr166KiVfFxcXr1q1Ta3UGHI6tgcF8c/OBL6NdBYez+9AhUc+ekJcH3t7wdi9CNTUFurh/xQpwcQEvr3sxMR0WLlx46NAhQ0PDkydPnjt3Tt1tkL6k7opaikqp9HRhYZVMlkRvabZvh5Ur4ZtvYOFC8PeH1aubsjEsorgbfUMCAQwcCPn58kWLAqdNsxo4cKBIJLp48eKzZ89WrFjRrl27J0+emJubM9tchd27d1+7ds3e3h4AkpOTLSwsmnpCZgOkpaWxWKxu3boBwMOHD2tqatR3nfVzdnZfAwMnOkNOQSCA/HyIjFx79qzZ4METpk0DgNOnT8tkMk2+E0pNTY2Pj6fTGktKSi5fvuzh4dHcjWqk27dvjx49euDAgepbsZArFm/MyNj3z5HIFfHxdwSCiTzeuvnzgd0yNrH56CNITBQMG7Zn40YPGxubsrKyU6dOFRUVLV682NTUNC4uzlQ9Y+f5+fm9e/f+4OX0tMePHzOeIYwRN2/e7NOnT4cOHQDg1q1bZmZmffr0UVNdUkI+i48/26dPplBoQeerV1U9TU4uqKpybN8erKyaePlB4z/Benpw8qRIX3/Yjz9+kpGRsXHjRkLI3LlzP/vsM1dX12HDhqk7nYS7u/umTZs2bdo0ffp0tVbUaN27d6dRcNOmTfb29jdv3mzqFpw6BX37QkoK9OzZrkuXbt26devWrS2d/q7BLC0thw0b9t5777m4uLRp06blRkEAGDx4sJ6e3oMHD9R0bs0VixOrq70tLGo9vuTRI12hMHDgwGDlrvi324EDwrKy9/38VgcHB+/YsQMAFi1aNHny5FGjRo0aNYqtznDeq1evSy9pva0ZbsaMGUOj4Ndffz127FhFImK1sni5aisnJMRDIvHW0cns1q3pF+Gp9Lvv109n8eIphJBZs2Z9/vnnY8aMef78+cyZM//666+LFy+q6fKqJbK3tyeEBAQEqKn8VKFwpLFxz1ataj9x5QpUV4PGR766ioqKUlNTM1t+Dgg9PT03NzdCiJoGI47k5a1MTQ2qM52k25kzS37+GQC2ZWYWKffGv8U6dND96actALBs2TJXV1c3N7fi4uI5c+ZcunTpzJkzeIGoYGZmJpFI1NddLJLLxYRM+OcPvFNQ0LigIBGXuz49Xd7YfsrGI6qRyWSjR48GgLFjx2ZlZXXr1o3FYq1YsULFYv/T5cuXo6Oj6XFycvLNmzfVXaMqxGKxsbExAKSkpDBeuEguH//kifuTJ7ki0T+ekEiIkREBIOnpNTU1IpGIEFJdXX3ixInIyEjGm9Gy3L17FwCGDh3a3A1hwPHjxwHAxcWF8ZKzhMLB0dGDoqMzBIJ/PFFTQ/T15Wz2kthYex7vq+RkOeN1q80nn3wCAOPHj8/MzOzUqROLxdq5c6daaywqKvLx8VF8uXTpUrVWpzo668LQ0FBQ6/fOkMO5uWMfP75dVvaPR62sKg0MxvF49jzeqYICddRbD1UDISEkKyurTZs2bDb7/v37q1evBgBdXd3Y2FjVS/43paWlhoaGI0eOrK6uVl8tzPr8888BQB1/cmcKC+15vGlxcbJaT4SEEADSp4/yY2vXrgWABQsWMN6MloXubfbhhx82d0MYUFpaqqWlpaWlVVJSwmzJPmlp9jzeD+nptZ+4eJEAkEGDCsXiMY8e2fN4Z7OyVKlofVral8nJ9J8q5TREbm5umzZt2rdvn5GRQbM+tW3bNi8vT301zp07183NLT4+Xn1VMM7Ozg4ALl26xHjJJRLJiIcP7Xm8BxUVrx5NTycAxNj4TkmJPY/nEBOTKRQyXnU9GOgW79y5s5+f361bt4YMGbJ58+ZZs2YJhcKZM2eKxepaqbpv377KykodHZ1WdTsD31Yff/wxADDeOyoh5Hh+PgAs6NiR/i6fip7mSnIBAIKCAKDW7slTp04FgHPnzmn47DW6dIzuvNHSGRsbjxgxQiKRXLlyhcFis0SioJISLos1t0OH2s9dvAgAMGmSqZbWdxYWPTMzPQcOTExMbHRdKQLBNkvLfVZW+9SfHMDc3DwgICAuLs7CwuKXX34ZN25ccXHxggUL1FRddnb277//fuPGjbd2aPC1Jk+eDADq6B09nJdXLZONMDIaqJwmLTgYAGD06OEmJm5t2gjl8p/S04kKHaSZQmFMZSX9J3iZKb4+jIfWqqoqmupi1apVjBdOCBEKhXQy6lveHVpLZWWlrq4um81m9trzdGFhf16o5aOpI5NHjUkec6ns0obcDX+W/EkIITY2BIDculXrLXRznOvXrzPYjBaHbpX39ndSNdAvv/wCAFOmTGGwzO/T0ux5vB/r3g7KZKRDBwJAXvb6zJo1CwAGDBggqtU53wAyQkQymUd8/LOamjyRqFQiUb3lbyQ7O9vExAQATp48qY7yafLC6dOnq6Nw9aHbOxgbGzfid1qPHKFwaHT0oOjolJqafzzx6acEgOzbRwgplUjmRkR0sbU9cOBAoyv6MT39h/T0I7m5R3Jzi8Xi/3w984GQEBIVFaWlpcVms2/VOQurbv/+/QAwcOBAxktWNzpf/9ChQ0wVKJLLxz150pb34cL0zYSQSlnlrYpbLwJhVhYBIIaGpM7nmK45mzdvHlPNaIm+//57APjhhx+auyHMyM7OZrFYBgYGTA3qJCYmDpk2bcbduzl1Pj9P7t79ZcSITKXh1crKyh49egDAmjVr/rPkKqk0vrr6UlHRjszMOYmJw2NifsvL84iPX5Oauj4t7XRhISPtfyNHjhwB9XSQFhcXGxgYsFismJgYZktuAjY2NgBw7do1BstcnZr6ms52uZyYmhIA8vQpfeDMmTMA0Lp164yMjMZV9GN6Ok+56/W/qGXG8KBBg1avXi2Xy2fOnFmi2PuECTKZbNeuXQDQEneRZbx39PjJk23S02vYUb4WKwHAgG3gZOhEn5of+/WXS9+Pmj0G6mySiSfyAAAgAElEQVQFR0crz50718C+a19fXz8/P3ocEBCwYcMGptrfjOjH8t3oGgWATp062dvbV1VV3bhxg5ECN2zYEHnmjIG/f8c6n5/fAwIW37mze9gwxSMGBgZ+fn4cDmfLli23FclBAABALpcnJyefPXt2/Q8/fJOSMpHPH/nokUdCgk96+p+FhY+rqmrk8nyRCAC8LSx8unWb1hxTzefOnUs7SD09PZktec+ePVVVVR9++CEdcmtZGO8djY6OTg8PN+FwFvxzfXnc48cLe/UKHjcOevSgj0ydOnXy5MkVFRVz5swhDesgLZNKn1RXXy4u3pebe76oCABOFRZuz8w8lJfXoMY1Lt7+J4lEQrfzYLa7hmaGtLS0lEqlDBbbNIqKirhcrpaWVmlpqeqlCQSCTp06gRa0jWqr/PiG3A3+xf6sByyIBoiGNo/bjH06dl3uuqv3rha+vNym62SDgoIaUtGWLVsOHjxIj//888/Vq1er3vhmR68G1NQb1iw2btwIAHPnzlW9qKSkJA6Ho6WllZaWVvdZa2trAAgNDT1ZUOCZlERnuCTX1NCJcl27dr18+fLPP/88f/78wYMHK4/ij4+JsefxhkRHT+Xzv09L88vLu11WRrutPOLjK5r1LzonJ4d2kJ44cYKpMquqqtq1awcA4eHhTJXZlGJjYwGgXbt2Eob6q52dnQFgzfr1tR7ftm0bAMyfP/+PggL//Hz//PyLRUWFhYV0Ad7Ro0drvb60tDQqKurkyZNHsrLWpqbOTEhwevjQnsdT/JuflPRjevqloqJUgSCrYZNu1LXmncvlnjhxon///mfPnv3jjz9mzJjBSLHbt28HAG9vb3XnsFaHtm3bOjo6hoaGBgUF0ROxKg4fPpyTk9O/f/9SvdISaUkb7qubG7FErP2btshKZDbarEBacLXi6vWK6waTDSpyK7p37z5kyJDOnTvHxcUdPny4e/fuVVVVVVVVYrG4rKxMJBLV1NRUVlaKxeLy8nKBQGBiYqKrq5uSkhIREQEAycnJKjb7LfEuTZahPvroo7Vr1549e3bKlCkmJibGxsZGRkbGxsaN2GbSx8dHJpN5enrSdBDKEhISkpKS2rZt6+Dg8Gt+/vT27UcaGwNAoUTS8csvjU+cyMnJ+fDDD5XfYmFh0bdvX1tbWydj4x7m5l11dNh0a3slo01MtOs82JQ6duy4c+fOOXPmLFq0aNSoUZ3oxkCqOXDgQFFR0YgRI5ogb6c62NjY9OzZMzExMSwszMnJScXSrl27duPGDRMTkxWLF9d6inZjODs7+xcUfN+1KwC0YrNNDQx27drl4eGxZMkSoVBYUlLy9OnT5OTkZ8+ePX/+nL7xEx4v42UhBhyOhY5OF11dCx0d61atwsvLO2hrd2/wh1+NyV8sLS137949b968hQsXOjg41P2jelM3btyIjo42MzNrualAPv7449DQ0MOHD/fp08fY2NjExKRxO0wKhUJ6GbV+/fq09mlzMuas77heRmQVsgoASE9KFx0Q9e/f/+GKh9mS7KjqqNjS2ND3Q6Mro9PS0tLS0mghAQEB5/9rl25LS8v58+cnJibq6+sDAJ/P7/Gy+6JFe8e6RgFAW1tbR0eHzWaPGzeu1lO6urom9dLT01O8pqSk5MyZM9ra2q8dfbh48SIAuLu707xRJVJprljMARAR4ldY2MXFJfboUXNzc3d3dxr8bG1t6Z1W/WbVnZja5GbPnn327NkrV654eXn9/fffKpYmEonohKzVTZszk1mTJ0/etGnTwYMHu3fvTq+rWI26XpHL5TSn43fffVfrj04oFIaHh7PZbCcnp1MFBUNfJrM9WVBw3s6OzeWKxeKvvvpK+S0GBgY9evSwsrJy43Lbd+5soaNjoatr8s9EZuFvmPBIvVnQ5s6de/369TNnznh4eISGhqp4G0dP/cuWLdNT3gitRTE2NtbS0rp9+3a/fv0UD/7neUqhXbt2dE/5Q4cO5eTk2NnZTZw4kcViWelY/V78O5fFnWIy5QODD/xv+wMAPSF21urc2bjzJ8af+IT4yGSyhISEqKiomzdvnjx5ksvldu/e3dDQsFWrVjo6OsbGxjo6Ovr6+gYGBtra2vRLU1PTrKysDz/8kA6fnD59+vHjx830w2OMRCLJzc0FgHcmmUhycvKIESNEIpFEInFycqqqqiorKysvLy8rKxOLxUKhMC8vL69hgyVsNlsul3fp0uXixYsODg79+vVTzpVIA+GkSZPol8GlpbHV1fps9tddusw3Nz8jkwHAjh07mOoBamKHDx+2sbG5dOnSiRMn/ve//6lSlL+/f05OTr9+/Zpgkyz1sbCw0NLSOn36tGK3MnqyUr5yqueiSnHKOnnyZExMTKdOnRYuXFirivDwcIFAMGDAAFNT0/KcnC+TkwHgw7ZtxYRkCoUdbG1zY2KsrKw+/vhjq5c6duz4ny1f1KlTqzfKmcdI5289SkpKunTpAgCbN29WpZyIiAgWi2VoaMjIAFuz+OOPP+g5RUdHx9bWtkuXLo24HTQ0NLSwsKBDL1988UVISEhFnclRPXv2BIA7d+78W0voBhQTJkxoSLPfpTFCmUx25swZKysrDodjbGy8cOFCubwFJUV5vaSkJEVX3v/+979az9bU1JSUlOTk5PD5/LCwsMDAQH9/f19fXx8fnyVLlnh4eLi7uzs4OPTu3dvS0rJulnx9fX0HBwdvb+/AwMDExEQ2m62jo0M/cruzskL/+cdoZmYG6kmf1GSOHTsGAMbGxlkqpAiQSqV0Cdnp06cZbFsTe/DgAT3P6OjoWFhYGNdK6P8mpyxazrhx486fP5+Tk6NcC+148Pb2JoR8pJSG5blYnCoQjHFxAYBz586p+5tV++aHJiYmv/32m5ub27p168aMGTN48OAGvlEmkyUmJtKNliIiImJiYoyMjEaPHt3o30fz+vXXX5cuXSqXywHA29v7hx9+UDwlEAhKG6a4uLiysrKyspLeE/v7+/v7+wOApaWlg4ODvb29vb29qalpYmKiiYnJMKV5fbXcu3cPAOp5gTJnZ2fFOJOdnR29rGlx5HL5qVOnNmzYQIc5LSws8vPz9+7dy+Vyd+/e3bgOn7dBUlLS6NGjc3NzdXV1hULhnDlzar1AT09PT0/PxMSkIdfRAPDtt9/+9NNPEyZMaNeu3d27d5OSkiIiIugIMYvFIoQ4Ozu/9gIuJSWloKCgffv2lpaWqn9fzWXWrFkXL168cOHCl19++UYdpBKJJDk5OSIiIjw8/N69ewUFBR07dqQTL1uix48fjx07lu75un///tmzZ9PHFScroVD42hNXrceLiooqKyvNzc1ramqCgoKCgoIAwNzc3N7e3tHR0cHB4fr16wBA59Eoa6elZcJmR92/Dw0+U6lE3ZGWWrp0KQD06NGjsrKynpelp6efPn16xYoVjo6OtbLG0LwM7dq1U2syJDXZunUrALBYLDpewuPxGl1URUVFRkYGLeeLL74YPHiw9j8nuNP+52nTptVTyIABAwAgNDS00c1oQeRyeWBgYP+XmxJ369bt4MGDUqk0KCiIBvgFCxa00PvCxMREGt5oT7uFhYVMVjvR3pui0+XHjh1LvywvL/fz8xsyZAj9XA0ePDgqKoo+dbO0NFlpWfTvv/8OAJMmTVKxAc1OMYP0+PHj9bxMIpE8evTo8OHD8+fP79+/f63NdnR0dHR0dPh8fpM1m0GPHz+m810BoHXr1ipmsiwrK0tJSbl8+fK6detcXV2NjIyUf1AsFktXV7empoYQMjMhQfmNMTExAPDee++p9M00TBMFQqFQaGtrCwBeXl7Kj1dUVISFhfn6+k6dOpX2qygzNzefOnWqr69vWFhYTU3N+PHjAcDV1bUFnbakUum8efNoIKcr8Dp27Kh6++nAw/nz5wkhEomEz+f/+uuv9vb29Gw1bNiwBw8e/Nt7q6qquFwul8utqqpSsRlvObmcXLhARo/OoQGve/fux44de/78+ffff08ztl+9epU+NX/+fNVDSBPg8/mKC8HU1NSAgABjY2MXFxd6wd6Q9ez/iW7n1KZNG5lMdvXqVTc3N3q7zGazx48fr0hIVHdKPZ3RsHXrVtXb0OzowlkjI6NaHaQ5OTmBgYHe3t4ODg61rtQ5HE7v3r09PDzo+Wru3LkA0L9/f2YzszSBxMREuhlT9+7dgbm8xPfu3VN8Zng83rRp0+j8Oy6XGxIS8tq30HxJM2fOZKQB9WuiQEgI4fP5tENv165de/funTlzZs+ePWt1SZmamrq7u2/YsOHq1aslJSX5+fmBgYFr166laVBoxwsA/Prrr03W7DdVUlLy008/Kb787rvv5syZ06pVq0uXLq1fv77upUDj0ClY9MSXnp6+ePFixZ/l0KFDL168SF8mfl1uoVu3bkHLTM3zRi5fJgMHEgACQCZN2njw4MGSkpKtW7fSi313d3f6smvXrtGPZYuIhcuXL79w4QI93rNnz+7du588eVJSUkLHCxL+eUHdaHSk8P3336efKF1dXQ8Pj7i4OMULCgoKBgwYUCsW0jXjt2/fZqQNzY6mv3B2dg4ICPjuu+9cXFzqDsr06NHj888/37VrV1hYWHV19bNnz06dOrVixQq6JIkOE65du7a5v5X/kJqa+vz5c3qcm5t769atDh06uLq60nB4//59RmqZPHlyVlZWamrqkiVLFCcrOzu7Y8eO0Q9SUVFRrT9AusZMlURrDdd0gZAQQjeRV94AU0tLy97efsmSJf7+/nw+XyQS8Xg8X19fDw+P3r17K8Ikm80uLy8nL7f009XVffLkSVO2vOEyMzNHjhyp+LJ79+5isZi21t7eHgAuX76sei20/8rBwcHDw0ORzNfZ2Vl56W5JSUnfvn3rXpDSlddLlixRvRnNrqaGZGe/OqZ/zmFhZOTIFyGwfXuydSspKqry9fVVdDk4ODgodwuHhobSi9O5c+e+5bGwbiAkhPz5558AMGTIENXLz8/P9/HxUXS2m5ub+/j4FBUV1X2lIjkDvdii3QxaWlotaEOY+uXk5BgaGhoYGNTqo3J3d/fx8QkMDCwsLMzNzQ0MDPTx8XF3d1fefjUsLIwQEhERweFwuFzuvXv3mvu7qc/KlSv/+usverxv377t27cnJyfTJGc9e/ZkqpaYmBgPDw/agcxisZydnQMDA5Vf4OXlRbu4FLp27QoATXOqb9JAePnyZQBo167dF198sXfvXh6PJxQK+Xz+0aNHFyxYULefvXXr1qNHj169enVAQEDNy9EI2udgZ2f3dvY51A2E9CAnJ4fFYunr6zOSDZLuIqS4SnB3d3/tuKPiQk+5F5Sudz516pTqzWh2N28SbW1C97cJDibz55MRI16FwF27SHEx2bmTDB8+kf6sRowY8dpbltu3b9NT3pw5c97mWLh8+XI3NzdPT09PT88PPvhg27Ztf//9N73zcHV1PXLkSGhoaLbi0uBNPHz40NPTk3YUcwwMOo4dO3vnztf2KCirqKjo27dvfHx8SEgIvNyA+t0gFovNzMy0tLSGDRv23XffBQQEZGdnl5aWBgcHb968+eOPP+7cuXOtG8QOHTq4u7v/8MMPinmzdEqkpaVl/XMjmlfdQEgImThxIgAod241jlwuDw4OpmmWAUBbW9vDw+O1Q6eKDgaJRJKVlZWTk0NDQNMkEWvSQOji4gIA9Ae9bt06JyenWtPPuFyunZ2dl5fX0aNH+Xz+a09JVVVVtNOGzrh922RmZpqYmLi91LVrV0KIXC6nfxLDhw/PyMhQ5VQbFhZGP1UsLlff2nrqzJnJ/7WFG12mQxOgy+VyOgyeXndXgRbo5k3i7EycnYlcToKDycKFZORI0rYt8fEhz5+TgwdJx44EgAwYcHPYsGHBwcH1FHXnzh0aC2fPnq1qLIyLIy4uxM2NODqSXbtUKuqfli9ffvjw4YiIiM2bN/fp00dHR0fRs6L8d6StrW1paens7Ozp6bl169bAwMCUlJTXJsqSyWSBgYGKOXv0omp/aKg9jzerAR2tv//++1dffUUI2bdvJ5vNXrRoEYPfbPOi2x337NlTLpcHBQXNmDHD2tq61lAOncfu7e197ty5zMzMuoUIhUI6j2nhwoVN/y000MqVKydNmrRy5cqVK1e6urpu3749KSmJy+VyOBxV9lAUiUT+/v40myP9iBoaGjYkqeGqVaumTZtGVy4qJm2pW9MFwtjYWHpLVFxcTAgZNGhQrd6G4ODgBvarPHjwgLHdLSoqSK2NklWjfEcolUrNzf/P3p3HxZz+AQD/TNMxHUpFRKGSLgmFUnJsEuJnJdfSuo/Vuu+1ciyyrGuxwrJZQrHIVRIiV0rpVCpK9zndMzUzz++Pp0ZLSM1M2fm8X/va13emb8/3qcb383yf4/NoL168mC45EHaevHef8vX1DQ8P//STIr1hWVlZCZ+VHS5dsgwPD27EXqx37tyZPn06PY6NjQWATp06NfsHbRWCg8nixcTdnfz1V20gTEkhhYXE25vo69c+GvbqRXx9G1XagwcPaMtsypQpTW+H8vmkTx9C+3Nqaoij44c7YTUBj8e7f/9+v379aH8RxWAw+vXrt3HjxoMHD27evHn69Ok2NjbtP5K3Wl5e3sjIaNSoUYsXLz5w4MClS5c8PT2FSx3atm27cuVK2jyq4PH6hYfbRERwGzGri878Sk4eGxQkd+DAzOb/pK0EHfKkiS5pon96N6czYry8vD7WUn9PbGwsi8ViMBg3btwQf62bYvXq1bt27YqMjLxz586YMWNMTEzk5OSEK0pZLNaHN6sP1y7XV1paum/fPuETc8eOHT08PHJychpTGR6PN3v27Ly8vJ07f5aTk6PNLAmQXCCkK5x+/PFH+vLq1atXr17Nzc1tWmkeHh4AoKOjQ8NqUxQUkNGjybffkvHjiaMjadzf6bPS09MHDRp06dIlNze3+smEdHV1XVxc7OzsOn4km5ScnFz37t2dnJzc3d337t177dq1hIQELpfL4XC8vb2FMxc6dOjg4eFRXFx8ODPTMjz84Bf2gx0+PPrPP9tcvPhfGCAkdYGwuJiYmxM/P0Kb3dOn14ZACwty5Qr5oim6wlg4efLkJuYaTksjAwe+e+njQ1atIq9fk3+vI26kwsJCX1/fefPm1f/YKCkpOTs7T5o0aVNd/mJvb+8tW7b4+Pg8ffq0sLCwqqoqJSXF39/f09Nz3rx5Dg4O+vr6Mh8k2qBzFvT19T09Pd/LU+EaG2sZHh7X2HnFgsePVcLD4cqVE7///jt9KyEh4evNvUAXt3Xo0IE2T1++fHnkyJGIiIjP9hU3aMeOHbT12fSbFSHkzRvi6UnWriWiDqizZs2aMmVKv379hM+7srKyw4YNs7CwUK1LePYhbW3tgQMHTps27eeffz5x4sTdu3ffvHmTkZHh4eEhnFXUq1cvb2/v+r+03NzcRvZFJST0Cw1l2dhoREZGCkfBsrKyxDTXXUKBMDc3l25L+6pux6lmEsHuFj/+SI4dqz0+dYo0e38+mqTR1dW1fj+VsrLy4sWLHzx4IBAIcnJyIiIi2Gx2WVlZVFTUhQsXPD09586dO3ToUF1d3QbXdMvIyBgYGNBjIyOj48ePCz8Td4uLLcPDF32uX7S+q1ev7tihcukSDBtWOwbO4/FEOB4ueTQQEkJOnSJ9+tQGwkePiKkp8fYmTevgDA0NpbFw0qRJjY2Fycnkr7/I7NmkVy/y/DlxdHz3patXyfz5tfuOtmlD+vYlkyeTjRvJmTMvnj1jf6Q3IiUlZd++fQ4ODvU/S/r6+rNmzbp06RKHwyGEcDgcTl1mfUdHx/ofG3V1dUtLS1dX1zVr1nh5eQUFBaWkpFRUVERHR1+6dGnXrl3z58+n84N+//33Bh9rNr1+bRke3sjdATmcpPBweP68nZ+f36pVq+ib4eHhrq6ujfrttT7099nMZFhCfD5/8ODB0JzteVNTSa9e5Pp18vw5mTqVNHuNCp/PDw8P9/DwoNt0U4qKiubm5i4uLrm5uTU1NS9fvqTZrsPDw/39/b28vNasWePq6mppafne0hGhLl260AMHB4f3NjK8fv26kZGRmprarl27GlG9yogIubAwCAj4x8nJKTExkb6/cOHCgICAZv7sDRJ7Zhnq8OHDHA5n3LhxokrZXH93Cx8fn6lTp35xEXfvwtattceurrB1K2RkQFgY6OuDvj58vCn0nvz8/Js3b/r5+d26dUu4w5+pqamrq+vEiRNNTU2FZ/7zzz90rZW6urp+HSsrq4kTJ+rr6+vo6GRkZKTWExcXl5iYmJ+fr6WlRfM31k/WaqqkBADxlZUEoJFpUUpLS4cP10pPL2cwate0EkJospuv3fTpcPJk7bGNDcTGQpNzxdja2gYEBIwcOZLmxxImxquPz+eXxMRo3L8PoaEQGgr103gWFkJKCtTUAI1hERFgZgaRkdCuHRQUwPPn8Pw5AICCQj8er5rP79Chg7GxcY8ePQwNDdu0afPixYsbN26kp6fTwuTl5R0cHEaPHu3s7Pzevx3hACEAzJ07t2/fvsnJycnJySkpKcXFxTQlU/3zaari7t27r1+/fuXKleHh4REREdbW1h8+KQKAmbLy1cLCuIoKaMQGgeXljwFAVXUQAHA4HLqzR8kXZj1uPWJiYoKCgpSVlUW1PaGMjMzJkyctLCx8fHzGjh07adKkLy7i4EFYuRJGjQIAOH4cjI1h9eomfMRphuurV69euHCBptsFAA0NjREjRnz77bcjR46kNwQ1NbWXL1/SGFn/ZkX7SPX19XV1dXNyclJTU1/XSU1NjY6OTk9Pt7CwOHny5If7LxoaGh4/fnzgwIEyMjIcDqekpOTDheNCFRVPCanh8fRHjPh2376jX/pjNoEkAiGXy/Xy8gKAZcuWibBYfX39ffv2zZ49+4cffrC1ta0/dtKw3FwIC4OHD+H2bfDwgOpqEDa3ZWWhuhqCg2HGjNp3NDVpRHxsaRlX91HQ1dUVhqLU1NSrV6/6+fk9evSIEAIATCbT1tbW1dV1woQJDW7jQhtcycnJDd6n2rZtS+9TBgYGxsbGLi4u/fr1O3369PTp00eNGuXm5vZeaVry8ppycoU1NdnV1R/untqgSZNGRUVNZzDk2eyagIAAAPjao2Dv3kB/0+Xl4On5rvXSzIxpAwcODAgIcHJy8vX1JYTQBOWVlZXPnz+nObQePnw4ytT09MOHtd+gpQX9+4OdHdjaQr9+MGsWzJgBs2fDq1dw9Srcuwd065niYkhKgsRESEoqz801DQ9PSkrKzc3Nzc2l+9kaGhq+evUKANq3bz9kyBBnZ+f//e9/72XiaNCECRMmTJggfFlcXJz6b3FxcdnZ2VFRUVFRUStWrAAAunqyqqqqwQJ7KisDQFxFRWN+XRUVjwFARcUGAG7fvk0DYVFRUdN2VmlxdKrk3LlzRZiTXU9Pb9euXQsWLFiwYIGtre2HM04blpkJjx6Bjg4kJ4Nw4zZFRdDUhLAwGD8edHWhUyfQ1QUdHejUKUdfv7JDh86dO9dvJAFAcXHx7du3r169euXKldLSUvpmt27dxo4dO2bMmCFDhnzY1CspKdHX13/79m2DNysFBYWuXbvq6+vr6enp6ektWrRowIABmzZt2rx587ffftvgLsTPnj2Lj4+3s7MDgMjIyEOHDtGMxw0qL38IADo6tft5/fnnn3SKX1RUlDDhu2hJIhCePn06Jyenb9++9vb2oi151qxZgYGBvr6+06ZNa3B3i/yMjPb37sH9+3D/PiQmvvtCSAhYWMCTJzBsGADA06fQqxdoacGYMZCaCqmpUFgIhYXw7FnImzfrnj6l3yQnJ9e1a1dtbe2cnBx6wwIAZWVlJyencePGjR49+tM7zsyYMWPGjBnw7/tUXFxcfHx8cnIym80ODw8PDw+nJ9vZ2T148IAOWefm5jZYoLGS0sOSkoSKikYGwoqKJwACJaWe5eUVCQkJ8PUHQg0N0NCAmBjo1Qt69oSYGJGVbGNjExgY6OTk5Ofnl5iYqKSkFBERUVNTIzwhixCYMQMGDQJbWzAy+tc3r18PISHw9CloacG9eyBci6auDgMGwIABAKACEAlACHn79m1SUtKrV68uXrwYHBxsaWl55MgRS0vL5qQ/pV2jdN2qUFFREX1epBP5Ph0IuysqrtLVNVFSqhYIZBgM2U9Whj4RKivbAOQ4OzvTTUMjIiLodjFfl8zMzHPnzjGZzB8/2DavmebPn3/16tXr16/Tu1bDf18eDxIT4eFDCA2FiAiIjwcAmDUL2rWDwsJ3p7HZwGZDVhbUPdVRDwYPnhgSAgBaWlqdO3fW0dFRU1PLzMwMDQ2lH10Gg2FlZTVu3Lj//e9/PXv2/ERtBwwYkJKSAg01qlJTU9+8eZOUlCTcnXTDhg3CJHx8Pr85vyWqouIRACgrD6QvTU1N6aPFgwcPml94gyQRCA8cOACifhwUOnLkyOPHj0NDQ3fv3k2XKGRlZT18+PD27duhoaEpKSlsBoPF4QAAKCuDjQ3Y2oKdHQwaBMnJ4OYGc+aAjAwcPw7HjkHv3iDcyy07G16/htRU3Zyc742N6Z8/KysrOTk5NTVVTk5OXV3d2dl5zJgxI0eOfG/V7Wc1eJ/Ky8tLrof2S9BMOnl5eQ2W46Cu3o3F0vl36+8T6A1LUbFP165v6Z+Dx+MdPSqJngex0tMDBgNSUkAggC/aeuVjMjIy1NXVra2tg4ODbW1t2Wx2dHQ0zaFFMwUPGTJEOBzSsMGDYfDgz16IwWB06dKlS5cuNLN5cHBwr169rKysSkpKZGVl6TCeqGhoaPTv319ZWZn2hX46EJbx+V5ZWRYqKgBgoqw874NdKYQEggoOJ47BkFNS6gtwQ4QVbhEHDhyorq6ePHmyOFKHnzhxwtzcPCgo6OjRo/Pnz6dv5uXlPa5zNTFRtX6rt21bsLaG/limGPAAACAASURBVP1BRwcOHYJhw0BODi5cgD594JtvICMD0tIgKwsyMyE9HbKyimVlu3XrlpWVlZeXl5eXFxkZKSMjw2QyBQIB7awaP378lybNb/BmVVVVRftF6f/pCCh9rOTxeB8r6tmzZzQWvHnz5pPXJBUVTwBARaU2ENrY2NDZgp/dP7XJxB4Ig4KCoqOjO3XqNHHiRHGUL9zdYsOGDSEhITExMRkZGcKvqqmpJU+Y0NPYGOztoW9fqN8DYGYGt27BvXtACNy8CXVJZmtpa4O2Ngwc+B2AcGs1Dofz+vVrW1vb4uLi5OTkxvZvNI6WlpaWltbAgQPrv0m70T8WCAtrahIrK19VVQHAui5ddD8XEWk7S0mpD8Bb0VS6dVBRAW1tyMqCt2/hsx3kjTFv3rzIyEg6jsLlcisrK69evTpkyJAvbfF8EWGDmvaHT5s2jaaxbr7U1FTanXvz5s23b99euXJl7Nixnw6EANCNxdrbiBH9ioqnhPCUlfvJyCgZGBgIe2Xat2//3hSe1q+srIy2C5cuXSqO8rW0tI4cOTJ+/Pjly5fn5OSkpKQ8fvw4OTlZeMLTvn2HKyuDrS1YWoKdHfTp865l9/o1ODmBrCxoaYGXF8jKQufO8O8hmHkA8wAIIbm5uZmZmWlpaS4uLkwmMz8/vzHbIzeeoqKimZmZcI0gDX6fDYTq6up06l9NTc3H7mkAwOEk8HhFcnKd5eU/2dYUKbEHQrpNs7u7u3zjuu++yI0bNwYPHjx8+HBnZ+ewsDC6x0ebNm0GDBjg4OBga2s7YMCA99Ya/4umJnzJPiksFsvExKR9+/bFxcXl5eW+vr6vXr1yc3MT+c5Er169ev78+aRJkzQ1NZlMZmFhIY/H+7AfP5PLnaOtbdXYkRhBRcUzAOjWbfjy5bU3OCaTuX37dlFWvYX06AFZWZCUJIJASAOGioqKgYHB3LlzAWDbtm3C1BjiIwyEIuliSk9Pv3v37p07d+7evUvzaFOdOnWio0SfDYTFPN6NwkIA6KWi8oleh3r9otCnTx/h+FCXLl1ouvmvyLFjx9hs9pAhQwYMGCDywl++fGlkZETnpISGhtLMwwCgoqLSr18/W1tba2vrATY28O8N3N9xdwd398ZciMFgdOzYsWPHjrRXSU5OTk1N7dKlS6qqqt98841ofhiA8vLyu3fvXrt2LSgoaMmSJUuWLPns57Z79+40rZWGhkZkZOTHS34IACoqdvTl/v37hb0va9asEW1EFxJvIExMTAwMDFRSUhLV/Kv6UlJSxo4d26FDh5SUlJycnNzc3ClTpqxfv97MzEys28vRVTJsNvuPP/64d++ejY2NSAJhZWXlo0eP6Jh2fHw8k8kcPny4hoaGpqZmXl5eQUFBgwsQi3i8nOpqJoPR/hPxHgAAqqpi+fwSBQU9Tc0eI0bUrkpkMBhf75Zp9Rkawr17kJQEw4c3t6gNGzYAwMqVKwMDAxMSErp16zZDOIVKnIT3EUNDw3nz5gmTJzReXl5eSEgIHRSIp8NLAADQvn37AQMG2NnZOTg4GBoahoWFrV279vr167KyssuWLfPx8TE1NbW0tDQzM+vZs2f9eRb0lvbpYeTKymcAoKxs/aW1bW14PN7+/fsBYOXKlSIvvLi4uH///t26dXv48KGcnFxZWVnv3r3nzJlja2trbm7+4eQGkRA+qFVXV48fP57FYn2i3dMY1dXVjx49CgoKCgoKev78uTDmPX78eMmSJZ99Imyk8vJHUK9fVLiEGgA+PyOyqcQbCPfs2SMQCL7//nsRzr8S2rt3L5/PHzly5JMnT549e6alpXXixAnhFrLiIwyEdDpfM6eJR0dHBwYGBgQEhIaGCldftG/ffvjw4eXl5RoaGurq6nl5eS9evOjQocOHAf5aQcHjkhJ1ObnFDc1TrY9+vITjz/8xhoYAAHUTmJru1q1b9+7d09TUdHd3p5tIb926VRydGR8SBkIrK6svioLx8fGHDx++e/du/eDXtm3bwYMHDx06dNiwYV27dr1///7du3fnzp374sUL4QwpIyOjxMTE27dv3759m76joKBgamras2fPHpaWcrbWTqocOblPfa4EgqpOnbZoaS1SUvrisN3anD9/Pj093cjIaKRwooDoHD58uKysrFOnTllZWdeuXVNQULhx44b2x0deRUIYCOt3XTZBamoq/ZDcunVLeLuTlZW1tLSk8yR69Ohx8+bNK1euAMC1a9fU1NR69uxpZmbWo0cPYYfc8OHDbW1t6XHPnj1//vnnj12OTkKmfQwSI8ZAWFRUdObMGQaDIfL5V7Rwb29vBoOxbNmytWvXAoC7u7sEoiAACOOfjY2NrKwsnc/yRYS9CnTMhr7JZDItLS0dHBwcHBysra2fPHly+PDh27dvJyYmampqOjk5ycvLd+/e3czMTF9f39TU1MzMjNe2rVvHjo3sGlVW7tex4+r/QMu9QbTVWDeLreloxqI1a9b4+fmlpqYaGRlNEU5bF6fY2Fi6H/rDhw9Xr15tYGCgr69vYGDQpUuXz96/CgoKDh06BABKSkoDBw6kgwK9evWKjo5++PDh8uXL79+/L2xj0XS+9GNmY2OTm5sbFxcXERERHx8fFxf38uXLyMjIyMhI2WvXHC8di462ZjLVFBV7slhmioqmLJaZklJvWdna0fTKyoi0tDnKyrZcbpK+/kVx/nokgeZRW7VqVYMLK5uDw+EcPHgQANasWbNr1y6BQDBz5kxxR0EAoDNFZWVl5eXlvby8vqg9V1BQcPfu3du3bwcEBAhXtQIAXUro4OAwYsSIt2/fXrt2be3ataGhoRwOBwAMDAxSUlK21q3PlpOTMzIyMjMzMzc3NzU1tbLqRQifwWC2adPG6L2J1nUEgkp9/fNcbpqSUu+m/+RfjkHXwInDL7/88vPPPzs7O9N/4eIofNSoUXv27DE1NWWxWGlpae3em/AiHvPmzTt27NiRI0eE874aKSUlxcfHJyAg4OnTp8Jehc6dOzs5OY0YMcLBwSE/Pz8gICAgICAkJKSyspKeoKam1rt378TExJycnPcK7LZhg0J09BIn7TFj2rBYRiyWCYtlLCv74cM3yc7eUl7+kMGQ1dH5jcUy+eCEr15CApiagoEB1Jt58MWuXLkybtw4bW3t2NhYCwuLjIyMCxcuiK/rmK5uvn379uXLlxMTEwGga9euaWlp9c+RlZXt0qWL/r8ZGBjU3xuvurp6165dQ4YMsbS0jIuLo4134b0JAJhMZu/even9y9bWlo4ONqisrCwuLi4mJuZFfLyFi1r/Ngd5vMJ/n8JQUOimqGiuqjqquvo1i2WkqTmTfoHN9q+sDG/TZpiKig2D0diZzK1EcHCwg4ODlpZWWlqayNvThw8fXrRoUb9+/fz9/fX09GpqahISEuieIWKVmZmpo6PTuXPn+vMHG8PHx2fatGnC0NCxY8fhdaqrq2nXaHBwcEFBAT2ByWRaWVkNHz7c0tKSw+HExMTEx8fHxsampqbWX6B18KC9jc0TBYXuiopmLJZp3f9NAGpbHmz2pZycHSyWmUBQpq9/QRS/g8YS1xNhTU3NkSNHQDyrJrhc7uHDhwFgxYoVu3fvpi0syUTBkpISuj/I+fPnZWVl6V1JR0enMa3IyMjIjRs3AoCsrKytre2YMWMcHByMjY0fP358+/ZtDw8PuraPMjU1pSfY29vTplxJSQldvEGXHqampmbExORERalMKM3NvSf8RlnZ9jQislhGioqmCgpGXG5iVVWMoWEAj1csI6PI57M5nEQlJUsGQ0J5hSTAwABkZeHNG6iuhqZ1ZAoEAvo4uH79+r/++isjI6Nv377jx49vTq0WLVo0d+7c3r17A4Cnp6eZmdmYMWPS09Nv3Lhx7dq1O3fuCMdsOnToMGrUKFtbW2Vl5ZSUFLpcJyUlJTMzkx6/V3K7du3oZ09fX19LS4vP52/atOnRo0fC9hO9N9GuUTs7u0bOd23Tpo21tbW1tbDbYBOfX1xVFVdZGVFVFc/hxFVWRnK5r7nc10ympobG5PT0RQJBlYbGVCazbVHRmeJi3+zsrTIyiioqtu0rx7TlDAArKxDPAJho0a1SFy9eLPIoyOfz6YTBNWvW/PbbbxwOZ+LEiRKIgtHR0cePHweAvLw8R0fHLl266OrqduvWjS7X0dXV/cQDopWVFYvFsrW1pY0n4T1q//79z58/FwZIbW1tBweHMWPGfPPNN/XzKk+ePJkeVFVV0Z4G2rrq0UOOkGoOJ57DedeHz2Sqslgmiorm6uoTCwqOdelyWNjNXlj4t0BQoarqoKAgmnxknyCuJ8JTp059//33PXv2jI6OFvnUlePHj8+dO9fCwiIwMLBbt27V1dWJiYmiSt7WIDab7e/v7+fnFxQUxOVyaQ+A8KtycnK6urrvNdt79OjxXmYNNpv9008/OTk5DRs2LDc39+rVq9euXXvw4AGXy6UntGvXbujQoTSlVoO5ad5TXV2dnJzMYqUoKcVUVSVwOC+53EQ+v6z+OfLyunp6p9++XaKvf1FBQR8AiorOvH49jclUVVGxb9NmmKryN4pKPUWz/q5Fde8OKSmQkADGxk359rNnz06dOrVLly6RkZGmpqa5ubk3btxo5nDRlClTli1bRsca161b17lz56NHj8bULftnMBiWlpajR48ePXq0paVlg22p6urq9xLvpaamJiUllZW9+yvThWL0H7Kw5+q9e5OoEMLncl9VVcXIy+soK9twualFRacLC0/36HGHy00qKblWWnqnqioagBidHaLy2z1QUwN7e/jmGxg+HOqlG2xVYmNje/XqpaiomJ6eLvLZDOfOnZsyZYqBgcGzZ8/09PRKSkrCw8PfW5YnQnFxcX5+fr6+vrRVLS8vL+wVfw/Nnaatrd2pUyfhXUtbW1tbW5vBYFRWViYkJNDehfr3KGVlZRsbG/oZa8JPweeXcrmvqqriOJx4+n8ut7aRp6OzB4BXXHypY8fVamqjGQy5hIQ+lZVRACAv301V1UFDZmQbRfv317mJiLieCfbt2wcAK1asEHkUJITQFtbq1asPHjzI4XDGjx/fzCgYFRWlp6dHB/8SExPV1NToFE02m33lypULFy7Q+AcATCZz2LBh9vb2DAaDttxTUlKys7MbbLZra2sLB3v09fU7depkZ2d36dKl+fPnZ9dlp5SVlbWzs6O9o3379v2i8Ql5eXlTU1MAU4AxwjerqzM4nJcczksOJ4HDSZST66iiYq+ltfT16++YTDU9vVOECFgsIw4nsaTkWknJtc5hAxQ3poC1NdjZgYMD9O3b3ARlLaRHD0hJgaSkpgRCPp+/ZcsWAPDw8Pjjjz9yc3MHDhwokkkTr169ovMw8/LyzM3N3759q6SkNGzYsDFjxjSmuUN37PpwcTf9yKWkpMTHx+/cuZPFYp06dWrIkCEf24NJVBgMJotlzGLV/ooVFPS1tTfW1OSw2X7l5Y/btBmmr79AVlajrOwuq0Mk9MiCpCS4ehWuXoXJk2H3bli2DEpLgcuFCRNg0SKxVrXxfvvtN0LI7NmzxTGnb9euXQCwdu3aI0eOlJSU0P7DJpf29OlTeXl5ukbl5cuXOTk5Q4YMgbr45+fnJ5wwpaGhMXr06PHjx+vr62dlZaXXSUtLS09Pz8zMpLnTPryEioqKtrZ2fn4+m82m79AeLNo12r9//yZPugEAJlNVSclSSendb4DHK6yqiuVw4lVU7BUVzZSVbQsLT+bkeBoZPWjf/sfS0ltlZXeqq98UFBxXu5YEm1xAXx8cHMDBAZycQHQ5/ET5RFhTUxMeHh4SEkKHwRQVFbOzs3k83urVqxcsWGBubi6Sq1y/ft3Z2VlHRyc2NrZ79+4FBQUPHz58bx36l5o8efKKFSvoFolr1641NTUlhNDnP9qeYjKZgwcPpqkZPpwdw+VyhV1YQgkJCcJ+KorJZAqHBjt06GBvb0/nXIlpZcyHsrO3ElKjpNRXRWUgITWlpXfKyu50OFCkuNf/3UkTJ8LZs3DyJDx4ABoaMGsWfDIVU+uxdCmcPAm//w4fpGX9vBMnTsyePdvQ0PDx48c9evQoKiq6c+fO0KFDm1mlKVOmCLd2u3///tKlS01NTY2MjEQ4DbWsrIzOTaCJzSQpN3evQFAhI6NYUPCnhsakrKxN9H15eZ22ck66YYNq8xfeuQPBwTB6NHh5wbp14OAA1dXwv//B0qUwYoSE6yzE4/GeP38eGhp67969kJCQ8vLyV69edevWbd++fUZGRnS5W/PRLH0dOnRITEw0MTHJzs6+fft2cxbz/frrr6qqqgsWLAAAPz+/sLAwZWXl+vGvXbt248ePd3V1HTp06KdXZQhzp2VlZQmb8qmpqcXFxTIyMrKysjo6Og51JHaPohIT7TQ1Z3E4CaqqDioqthzOq9LSIM0DiXL7zoJwBUinTpCRAdeugb8/MBgwfjw4OTX9ko3ZouL69euRkZH0+PHjx8HBwcIv0eDn6enp7OxcPzuwsrKyvLx8TEwMnSZrbm4u3DKmmejtaffu3XQiVv/+/Ztf5qRJk8LCwujxmjVrDh8+TB9kZWRkbG1t9+3bl52d/aVl8vn8tLS0O3fuHD9+fN26da6urrTA3bt3x8TENL/OjcfhvKqsjOXxStLS5mdmbgoPh/BwRlxcz/T0xcXFlwUlxSQlhXh7k3nziK4u2b6dLFtGVq4kmZkkLIyYm5O6PVBas5QUcv587XFyMgkP/4Lv5XK5enp6AHD27NmffvoJABwcHERSq8mTJz99+pQer1279ty5cyIpVmjevHnCfQQ3bdoUFxcn2vI/pqLieXa2Z0VFZGnpXTbbv6amkMtNz8/3SkmZFBWlFR4OGX9a1u4J2aMHWbCA+PkRNpuYmr4r4soVsnChOOqWmpq6bdu2unpWLFmypF61Kx48eEBvVvVnG9FxwUuXLvn4+ABAx44d8/PzRVIZerPauXPnH3/8AQC9e/cWfNH2mB+gRdFjX1/fNWvWGBsbA4C6uvr06dP9/f2btmNifbTrXkdHp5nlNEFGxrq8vIPZ2Z5xcb3evJkZHg7h4RARoZCYOCzn7Q4SFkY4HBIeTjw9ia0tcXUlf/9Nxo4lb96Q1FTi6NjYDbgb0qhAuG7dOuG/YS8vr23btgUHB2/cuHHw4MHvjS2bmJgsWLCATjoCADMzs8LCQvqnWr58eZNrKURzUquqqhYVFdHu0IsXLza/2EmTJrm6ui5atGjRokV9+/Y9f/78jz/+eOTIkbzG7cfWGAKBgMFgMBiMZv5L+FIcTmplZWxa2qLk5PHZ2Z4VFRFJSY7PnyvTD1nsnXZEVpaYmpJ584ivL2GzSVkZ6dKFCPdnP3WKrFghyQo3zfnzREGBPHxICCE+PsTD4wu+9/fffweAnj175ubm0mHdx48fi6RW4g6E1tbWwq2tp0yZ8uTJE9GW/zEZGWvDw+Ht2xWFhadfv55eVna/3hcFlZUvqoKOkzFjiKpqbTjs2pWkpxMbm3dn3b9PJk8WR90iIyO//fZbesxms/v06RMSErJ69WobG5v3kkwZGxvPmTPH29ubTpJq165dVlYWDV3jxo1rfk3CwsLozaqwsJDOjvFtxp2a2rlzp6mpqaOjo6Ojo4WFxZo1a/7555/AwMAmbiLdkNLSUh8fn7Nnz4qqwMbIzT2Qn3+Mw0kuLr5cXHyJzy8vL3+ckbE+IaF/RAQzPBzSzpgTAKKiQhwciKcnCQ8nPB7p35+kpdUWkZBA7O2bXIEm9va6uLgIe5Dp+LytrS3dYJa++b///e/Zs2dxcXE7duw4c+aMjY3N3r17HRwcmjnuQid3zZ8//+7du8nJyXp6eqLalWPy5Mm085YuvqHJYUWluLiYx+NFRUWpqKhUVlay2ezGzIVpPi73VWxsDyUlKyOj+2z2xTZthsnJdTI0DCSkuqLiaVnZHYWU18A8B/HxEB8PR4+CpiY8fw7a2u9m+nXvDleuSKCqzefmBsuXw5emp6+qqvL09ASAX375xdPTs6ysbOzYsfWmTTbLpEmThAlpHR0dP7EBW5OVlZXRMcj6O2OIW2lpIACoqo7Izz/EZl9RUbFXURlU90WGomIvcOgFDrOBx4OICAgOBhYLOnWCrCzgcoFmromOfn/LDrE5f/48nWReP216/ZsVIeTp06cBAQELFiw4depUr169Ll++fPr0adqabzK6+cYPP/xw+/btV69e6evrN3MSMvXjjz8Ku0YjIiK+/fbb5pcpZGZmFhcXR9fOmpubx4hwP5ePI4Sfnb2Vx8s3NY0tK7unoKBHiEBZ2VpZ2RpgG59fXFp6Rz45GrpXQXIy3L4NNP9DSgpkZYEw972BAfx76dEXaWwg3LFjx8mTJwEgIyNj2rRpM2fOBIDBgwcPGjSowclpSkpKNP7t2bNn5MiRGzdu3LBhA01s0eQRabquS05Ozt3dnf6pVqxYIarsRLq6urTVJo7e8IsXL+bn569btw4Abt++7evrK5k9H0pL7wCAgoJ+eXno69fTlZSsTEyeAQCDIa+iMkhFZRBMBBjzB0RE1G7TqKYGWlpQPx9uVhaIf+WvSOjogK4u7NsHNPT4+oK8PPTrB59ucpw8eTIzM7Nfv379+vWbMmUKg8HYvHmzqKo0btw44XHzRxwbtHz5choI6fOHBPArcznlcTKyisrKNqmprgCgqvqR5NqyssJtpwAA5s2DefNg8WJITwcvL7h1S0w1fPjw4YgRI6AutYqLi4uGhoadnd3AgQMb3CKRwWAcP37c3Nzc39//22+//e2332bNmuXu7m5vb/+ZPUY+LiUl5fLlywoKCosXLx4zZgwArFmzRkyp1ESofg62qqoqQohY01VS5eX3ebx8BQVDObn2+fm/A8hqas4QfpXJVFdXd4FJLjBpM7x+XRsIU1JAXx/atYO8PKCTNpp3p2psIFy3bh3dWPno0aNFRUU0C8OnWVpa/vzzzxs3bnRzc4uKigoKCgoJCZk3b97Fi01MQrF3796amppp06bl5OQ8evRIQ0NDMkkgv17lpfcAoE2bYWVldwBAVXVYAycpKoKdHdjZwZo1QAgwGNC/P5w8CTNnQmkp7N0Lv/0m2Vo33erVYGMD330HALBhQ23GNW1tsLSs/W/AAHhvqtO8efPk5OR69OixdevWqqqqSZMm0WV/X4tjx47R2VtTp06VzBWZ/wT1WaRQvWQyv220Uq5qjU6jdwlYvx4CAuCff0BDA27dgoZy54qEra0t3a+npKSErqQcNqyhT349nTt33r9/v5ub25IlS6Kjo11cXC5evDhr1qygoKCmRQJPT08+nz9nzpzY2NiIiIgOHTpMnz69KT/Mv6moqCgpKdFjFosl8q2PuVzuvXv36HEzE5M2Xk3MPRmmvHpHFzb7MiF8NbWRTKZqw6fq6cHcuTB3bu3LadNg0yY4eBAEAti8uSnT5IQa03/63hjhjh07Gtnxyufz6VZVLi4uqampqqqqAODt7d2EPtySkhI6Gef58+e0h+Hnn39uQjkNYrPZwk72srIyUc3rETp27JiTk9POnTt37tw5d+7cuXPnirb8hgkEpIsub0if6vykzIDxz8NkS0oCGvWNpaVk8WIyfDgZNYpcvizmWopAdjY5f55s3kwIIYGBREuLbNxIfvqJDB9O2ratHaUS/mdjM2XixIm7du26d+9eaWkpLeH169fy8vJMJjM+Pr4lf5Iv1DJjhN99RwDI3r1k/XoCwN+0ThIXbbQPxwgb/710RtugQYNycnJoP/aBAweaUIecnBwWi8VkMpOSkugc0cbfM1uWpqbmjjqampqSmNAgEBAdHaKmynsVUXB5btQjpfz8Pxv7vXw+2bWLjBhBRowg+/eTZtS2UYFw//79N2/epMd+fn7Hjx9v/AWE8e/vv//+66+/AEBFReXVq1dfWlHa4e7g4JCSksJkMhUUFJowk7OlHDt2bM6cOcHBwcHBwbt27ZJQIIyKIgBEV5ew2YTJJO00BdxySVxXgng8sngxadeO7N9fGwgJIRMm/GuyTGYm8fcnHh7E2Zl068ZnMN6t1JSRkTE1NXVzc6Pb7syYMaMlfoim2759uzCWHz16NDU1VeyXFAiIlhYBIPHxxNKSAJCAxrWuJOX169e//vorPa6oqFi5cmXjvzc/P58uIN67d+/ly5cBQElJ6eXLl19ah9WrVwOAq6trZGQkg8FQVVUVTu5t5fT09ITHBgYGkgiEjx8TAKKjQ4qKiLw8UW3DLysQ+0U/0KhA2EwnTpwAADU1tdevX9P+VVtbW55wXmLj0G+8cePGDz/8AABz5swRU23F4dixY9u3b6fHQUFBEgqEe/YQADJjBrl8mQA0Z0pV61RWRsaMIQCExSL+/o36Fh6PFx0dfeLEiYULF1pZWQnX8ykqKqqoqKSkpIi5yl+/8nKyahUZMYLk5xMZGcJikYqKlq6TKPn7+wOAgoJCTEzM999/DwCWlpZftCaBx+PR1TjPnj2bMGECAKxevVp8FRatFgiEq1cTALJ0KTl1igCQb74R+xUbIolASAih29Pb2dkVFBTQ8WdhYGi88PDwgoICZWVlBoMhsSVTItEygTAtjXh5kZCQ2o/aFy0paPWysmofSDQ0SEhIEwvhcrlhYWEHDx6kq8rCv2j5oXTi8cjz5yQkhGRkkJMnyZf/K279Zs+eDQB9+/bNz8+nG+Bt2bLli0ooKys7f/68sO8qMzNTTFUVub///lt4fPr0aUlcMjm5djnEt98SAHLwoCQu+gEJBcKioiI6WXnHjh1BQUE0c4FwiVUjFRcX09mqzs7OYqqnmOTn52dlZdHjkpKSN2/eSOKqt26RdevIjh0kJYW8eEHS0yVxUYmIiSFduhAAYmBAvrzjqgF0p7B161rXcFerU1JC7O3JkiVk+3ZiZUXu3GnpColFeXk5XaPs4eFx//59erMSJtxoJB6P9913KdE7DgAAIABJREFU3wGAhFq9X6nqauLnR377jdy8SdLTyYEDpO4+KWESCoSEkFu3bjEYDDk5ubCwMLolhYmJyafXgfJ4vNjYWG9v78WLFwuzEqurq9PcgOhT9u0jkyaRiAhy/ToxNydJSS1doY+qqKhgs9n0mMPhFBYWfvr8W7eImhqd9kJElfCAzpQzNDQUTXH/VVu3kt27a49fvyYWFi1aGzEKDQ1lMpm0sb5kyRIAMDMz43K5n/4uNpsdFBTk4eHh7Oysrq6upqYmLy//pRFUivD55JtvyNatJCCAuLuTWbNasC6SC4SEEPqRMjExKSwsdHBwuH79+ofn5OXl+fv7//TTT8OGDXtvcrCioiLtfNfV1S0qKpJkzb8+3bqR8rqpMT4+xN29RWvzKadOnfKo67a9f/++m5vbJ04+fvwvXd10ADJlChHh3F4+n09nSURHR4us0P+esWP/lbzOyIiUlbVcbcRrxYoVAGBsbFxcXDxw4EAvL68Pz+FyuU+ePNm/f/+UKVPorak+ZWVlAPjuu+8kX/mvg78/qT89zdq6BbM5SnRHup07d969ezc6OtrDwyMoKIi+yePxEhMTIyIiHj58GBoampCQQOrlAdfW1ra0tKTJIPr16ycnJzds2LCQkJC5c+deuCDRnRu/Jmw2KCmBsnLty5494dSpFq2QCAgEgnXr1v366689evTauPHZpk3yIlzpKyMjM3bs2KNHj168eFFU2eH/g2RloS5rPAAAj/dV7DXYNNu2bbt161ZMTMzmzZtDQ0OFqwmzsrKEN6vnz5/XX2ynoqJiYWFB71f29vYVFRUWFhZnzpz53//+RxdmoH9JSID6a3b79oWEBOjRo0XqItFAqKCg4OPjY2VldejQITU1terq6idPnkRERNTfpUFFRcXKysrGxsba2nrAgAEfZqU6efJk7969L1682PwcSP9ZbdpAefm7lwUFYtrEq8kGDhz46NEjerxlyxYjIyO6jXPyRzaY53K5M2fOPHv2rKys7LJlCxcsENnuDUIuLi40EG7atEnkhf9H2NrCzZvQvz8AQHw8tG8PH9/s/munoKDg7e1tbW29f//+Tp068fn8J0+ePH36NCcnR3iOjIyMmZnZgAED6G7Gpqam7+WO8fT0dHd3/+GHHwYNGtRRbAkEvlZqapCf/+5laSnU27ZB0iT/ELpt2zZZWdn6+Rq0tbVdXV337dtHd4D8bAn112OIv75fJ1dXQtPm1tSQ8eNb27p4fX194bGWltakSZP++eeff/75Z9u2bW5ubjS3k1BBQcGgQYMAoE2bNjdu3BBTlaqrq2myQNongRpQWUlGjSJubmTVKmJlRZ49a+kKid3GjRvf2yJUTU3NwcHBw8PD39+/oOAzK94EAoGTkxMAjB07VjIV/pokJ5M+fWqX32RnE2PjFuxpb4FASBNn6+rqbty48fr165+dHNEg4XqML12PKC3y88n06WTECDJ0KNm3r6Vr8z4dHZ3IOhoaGqtWrXrw4EF6evq9e/fc3NwWLFhgbW19584dQsirV6969OgBADo6OlFRUWKtFc3Y14SFPdIlNZVERZFGNFj/A2i27o4dO7q7u//9999NyASSkZFB0xc3LaPWf9zZs2TgQOLsTAYNavoqKFGQdCCsrq6m6wivXbvWnHKE6zE8PT1FVTckMW3btl1dR1lZmTZrAIDJZNKdLOlLPT09mlevf//+OTk54q7V1atXAcDS0lLcF0JfBR6PJ5Ltk2hGLTU1tTThnkGovmbvodh8kg6Ex44dA4BevXo1P2dBYGAgg8GwsLAQ4V5cSDLqd4127dr1zz//HDhwYKdOnT5McCwnJ+fs7FwhkfQlHA6HpgPEFDOIEHL27FkAMDAwaH63E90tztXVVSQVQyIn0ckyfD5/165dALBu3brm7+7h6Ojo5+fXvXv3zMxMmgDi7du35eXlJiYmIqgrkhQmkzlr1qxZs2YBQHV19du3b9PS0tLT0xMSEv7888/CwsKxY8cKM+6LlYKCwujRoxMSEvLy8vT19SVwRdSa0ZuVSLZP8vLyatOmzfbt24Xv8Hg8JpMpgU2OUKNIMuqeO3cOAPT19UX4DPfLL7/8+WdttvLTp09v2LBBVCUj8Tl06FCDx+85deoUAFhbW0ukUoQQ8scffwhX91+4cEESaaxRqxQQEAAAHTp0eG/qVnNYWloKp0RMmDAhIiJCVCWjZpL5TJwUqV9//RUA1q5dKysr0SdR1NrQzOkfHr9nwoQJ6urqT548efHihUTqBefPny8pKaHH165dS09Pl8x1UWtDt7tZvnw5i8Vq6bogsZNcQAp986ZUTq5Tp05uzdk+sSHe3t6PHz8GgJSUFFtbW9EWjlqQoqLi1KlTDx06dPLkyX379rV0dZC0iMnIePHqlZqa2oIFC0Rb8s2bN1VUVAAgKytLtCWj5pBcIPTmcjUOH94qL6+goCDakseOHUunHV6+fDkvL0+0haOWNW/evEOHDnl7e+/YsUNRIsu33dzc6ENAbGwsXVCBpM3fXK6Zv/+0yko6eUqEcnJy6IA3h8MRbcmoOSQUCKMrKiLLy1VlZceKYSaLuro6XUqhoaGBgfA/plevXlZWVuHh4ZcuXZo6daoErnjq1Cm6wodudYKkTRqHc4/NlmUwxtMcOiI1c+ZMmrfhzp07Ii8cNZmExgiPZ2cDwOT27ZX+u8kJkZjMmTMHAI4fP97SFUFSwTs3VwAwtl27dnJyLV0XJCGSeCJMqqp6XFKiKCMzUUtL5IWvXLlSmANp4sSJAoFA5JdALeu7775btWrVvXv3Xr16RRc4i4+urq5c3e2vY8eOklm2gVqPvJqam4WFMgzGdx9kOW6+rVu30gFCAFi8ePGHG1aglsIg9bZ6EJN1qalBxcXTOnRYqqMj7muh/6TZs2efOHFi7dq1O3bsaOm6oP+yfRkZp3NzHTU0tmOUkiZi7xrN4HKD2Wx5BmOqGFpYSErQ3tGTJ0/W1NS0dF3Qf1Ypn/9PQQEAuOHNSsqIPRDeZ7MFhDhramphhztqKhsbGzMzs/z8/LCwsJauC/rPul5YWMnn26iqGmOXuJQRV9doJpebyeXSYxkGQ0dBoaO86PeQQ9LjypUrXbp06dOnDwDk5+dzuVwd7GlHolAlEJTxeAAgAIgqL9dVUDATbmqNpIO4JstcLyx8w+UaKyoCwDfq6hgFUTNFRkaWlJTQQHjjxo20tLSNGze2dKXQf8HVgoLrRUX6LBYAjGvXDqOgFBLjrNFBamojNTTEVz5CCInECA2NqWKY046+FmIMhFcKCp6XlckyGGu6dBHfVZD0uHjxYlJSEgBER0dbWVm1dHXQf8fzsjIgBAAmamnJ4o4Q0ke8T4T2bdtKNKs3+k/r27fvqFGjAACTtiPRUpeV1WWxQGIZRlArI8YbioacnK6o04oiaaanp9evXz8AiI+PT0tLa+nqoP8OPUXFQWpqLV0L1GKwAYQQQkiqiWv5RAWfz2QwWDIYaJFoFBYWysnJ0d0ASktLa2pqNDU1W7pS6L8gt7qaAODMdmkmiRRrCCGEUKuFT2wIIYSkGgZChBBCUg0DIUIIIamGgRAhhJBUw0CIEEJIqmEgRAghJNUwECKEEJJqGAgRQghJNQyECCGEpBoGQoQQQlINAyFCCCGphoEQIYSQVMNAiBBCSKphIEQIISTVMBAihBCSahgIEUIISTUMhAghhKQaBkKEEEJSDQMhQgghqYaBECGEkFTDQIgQQkiqYSBECCEk1TAQIoQQkmoYCBFCCEk1DIQIIYSkGgZChBBCUg0DIUIIIamGgRAhhJBUw0CIEEJIqmEgRAghJNUwECKEEJJqGAgRQghJNQyECCGEpBoGQoQQQlINAyFCCCGphoEQIYSQVMNAiBBCSKphIEQIISTVMBAihBCSahgIEUIISTUMhAghhKQaBkKEEEJSDQMhQgghqYaBECGEkFTDQIgQQkiqYSBECCEk1TAQIoQQkmoYCBFCCEk1DIQIIYSkGgZChBBCUg0DIUIIIamGgRAhhJBUw0CIEEJIqmEgRAghJNUwECKEEJJqGAgRQghJNQyECCGEpBoGQoQQQlINAyFCCCGphoEQIYSQVMNAiBBCSKphIEQIISTVMBAihBCSahgIEUIISTUMhAghhKQaBkKEEEJSDQMhQgghqYaBECGEkFTDQIgQQkiqYSBECCEk1TAQIoQQkmoYCBFCCEk1DIQIIYSkGgZChBBCUg0DIUIIIamGgRAhhJBUw0CIEEJIqmEgRAghJNUwECKEEJJqGAgRQghJNQyECCGEpBoGQoQQQlINAyFCCCGphoEQIYSQVMNAiBBCSKphIEQIISTVMBAihBCSahgIEUIISTUMhAghhKQaBkKEEEJSDQMhQgghqYaBECGEkFTDQIgQQkiqYSBECCEk1TAQIoQQkmoYCBFCCEk1DIQIIYSkGgZChBBCUg0DIUIIIamGgRAhhJBUw0CIEEJIqmEgRAghJNUwECKEEJJqGAgRQghJNQyECCGEpBoGQoQQQlINAyFCCCGphoEQIYSQVMNAiBBCSKphIEQIISTVMBAihBCSak0JhJmZkJHx7pjNFmWFkHSaOxe2b689nj0b3r5t0dqg5uHxeMJjPp/fgjVBqDGaEggPHwY7O6ioAAA4eBDu3hVxnZDEHDp0qLi4mB6fPXs2OTm5pWqSkwM+PvDyZe1xTU1LVQSJgKWlZVlZGT12cXGJiYlp2fog9GlN7Brt1w82bxZtTVALuHjxYmlpKT0OCgrKED7pt4QtW8DdHQhpwSoghKSRbNO+bdo02L0boqNFWxkk1fr2hR494PTplq4HEoUbN26wWCwAyMnJaem6IPQZTQyEDAbs3w+LF4O1tWjrgyTNzc2N3rDi4uLc3NxatjLbtsGwYaCq+u6digpQVm65CqEvRwgBgKysLAUFBQCoqqpq6Roh9BlNnzXaty+Ym8Ply+/eiYyEemPkqFWLjo5+/fo1AJw6dSowMDAwMNDR0bGlKwXq6rB0KTx4UPvy2TPo2RP+/rtF64QaLeLJkyFDhpw/fx4A5syZ88MPP/zwww96enotUhkut3YeAz3mcFqkFujr0KzlE9u2Qd0AE+zfD/37w44dIqgTEr38fCgvrz3OyEhat65Pnz4rV65s0Tr9i4sLqKkBALi5wS+/gJoavHwJUVHw5g0sXAgJCS1dv9bn1KlTwmMfHx+ehBuhbDZs3QozZ8LOnVBeDunpMHas1ooVISEh+/fvl2hNPuLUKTAwADoV7K+/4PDhlq4QaoaysrKioiJ6zOFwcnNzRVt+UwLhDz+AvT0AgKoqPH4MOjpw8CD07QsCAWzZAmFhoq3hV+/mzZsBAQH0OCIi4m8JP+AkJYGdHSxbBpMnw+TJUFkJo0b1+PXXSSYmXbt2NTAwkJeXpyd26dJFRUVFonWrZ8YMUFcHAGAwYPlymDkTBgyAIUPAzQ0qKmDiRKisbKmqtVKb601X27FjB5fLldy1a2rAwQGMjWHbNujYERwdgcWCkBDd2Nhj27cHBARs375dUVGRnrts2TJdXV3J1a0eU1P46acWuTISsUuXLh04cIAeP3v2bM2aNaItvymBsHNnaNu29lhVFRwcYMkS4PFg6VLg8eD77wEHBepLTExMSkqixxkZGZGRkRK9/KJF8OuvcPo0XLsGhoZw+DB4eMCECX/7++/Zs+fYsWPa2tr0xE2bNllZWUm0bg15+hQyM0FNDUpLwcUFdu8GExOIjYXFiyVUAWNjY+Gxk5NTWlqahC7civkXFp7LyzuXl3e5oAAAIDAQLCzA1RU6dYLvvy9u127Pli3g6wvJyXPWrdu9e/fo0aNlZWvnHwwePLit8H4hWf/7HyQnY9McfV7Tu0ZzcsDZGYKDYcUKEAjAzQ1WrQIzM3j5En76CZfQtg4CASQnw8CBtS8nTPjJyyuiWzc4f56pr3/48GF/f/8Wrd/7btwAe3uYOBH27QMTE4iJgQ0bwM8PdHUFL1787O3tLYE6VFdXC49rampIa13PUVJS4lTnzZs3Yr3Wn9nZnRQUOikodKT9B2/eQPfuwq+W6ej4BwfDiBHQvj0A+Pj4iLUyX2T/fliyBASClq4HaranT5/u379///79Fy5cEHnhTQ+E//wD16/DokUwezZYW0NGBqxeDX//Df37F/r62t28eVOEtWwQn8+v3zu0ceNGcV+xyf74448RI0aMGDFis/hXX/IJof8JAIDHAwbj3dfk5TMrKirqphDk5+ezW1laIHt70NOD589h40Y4dw4UFeHoUYiLK/vll/Ph4b8sWrQoLi5OAtUIriPMNtAKqamp3azTrVs3sV5LBsBeTc1eTc2azujt0AHqD9Lk50NdB3trY2ICQ4ZA/RZUYeG7STToq5CXlwcAGhoahoaGhoaGOjo6Ir9E0wPhwoUwciTk5cHChXDqFCgrw4ULkJERN27c0czMJ3PmzBGObYoJn88/e/as8OWZM2fEernmWLhwIZ2Z6eHhIdYLFfF4Di9eLEtOXpacfCwrC+TloW1bEHbuPXwImpo5OTlv3rx58+ZNa4uCAKCiAr6+oKgIhw9DTAwcOECGDHk8f75+//59ZsyYUVFRMX78eGHKEvF5XkcC12oORh1xX4hHyMKkpIVJSefy8gAAHB3h1i2geYji4iA6Ojo9Xfh4Kmhlz18//wy01gBw/z706gWrVrVohdAncLlQb7Sbe//+kCFD+vfvz+PxDA0NR40aNWrUKGsxLNpr4jpCAGAw4PhxMDeHq1dh7Fg4eLD0l1+mzZz56MWLF4GBgSEhIXPnzr148aII64oaQ09R8YCh4bvXO3fC5MkwezYUFcGFC2BqeubMmeDgYACIiIjo06dPi1X0I3r1gj17YOFCWL+ef/v22wcPjty7V+Dq6hoSEhIZGfnixYt58+bVbwCJw6q6O6VwllMrVH9mk7KysljDoSyD8UePHu9eq6nBuXOwahVUVEDbtuDl1WvTJuHvysDAQHw1abxvvgGa5VRJCfz9gc+H8+ehZ08oKoIjR2D0aBg9uqWr2Jp4eXlZW1tbWFgAwKVLl1RUVIYPHy7ui5by+eNiYoyVlQHAlMFwX74cAIAQkJWFEydg7VqFo0eH9Ov3e1lZZmamWGvS9EAIAJ06wcGDMH06+PmF/PGHrrGx4Pr1wpkzZ544caJ3797//PPP2bNnp0yZIqq6figjI8PJyYkeFxYWiu9CzdGtWzfhTUpLS6v+XAxxYPN4gUVFANBTWbmzggLY24O3N0RFQefOsGgRLFq0YtEie3t7+Pe0w1ZlwQJISMi7cGHshAlVwcHB4eHhsbGxK1euPHfunLW1tampKSFEAo9BrdyLFy8AoKamJjAwcNSoUUpKShK9fFQU2NvDhAmgqwvp6RK9dOPo6787NjYGS0uIiYHr12HLFli9GmbNgpgY0NJqufq1MpGRkcIVn0lJSep0Drd4FNbUlPH5AFDO53dmsQ7ThvsPP8C4cTBrFgDAoUOwZQs4OsKFCz9OmbJ89mwOh8OpWwpqYWHxk6hnAzcrEALAlCnw6NHBgwd/dHOz9fPz6927d1BQUGBg4J49e3766Sc1ujRMbHR0dFpbO/RD48aNoweXL18+duzY0qVLxXo5ASFVAgEA8Oksj8BAcHGB+fPh4EGxXle0tm1TunWrJDr65fr16319fQcMGHDy5Elzc/OUlBRNTU3xXZcQ8uOPPwpfLlu2TKyXaz4ejzd58uTKysqZM2eKb5WCIpP5/luHDkFYGPTsCbq6CgoKJiYmwq/Qp4pWgseDbdugXz+YPh1WrYIZM+DFC7h+HUJCYNEi8PNr6fpJpUNZWeV8fns5uWqBoLSm5g6bDQDG0dGddu+uPeO772DQINizB4YP11RVBQDVeummVFVV678UDdJsxcXFXbp0AYDt27f7+fkBgJKSUkhISFFRUfML/wQul2tkZCR8qa+vL9bLNd+mTZsAYOHCheK7RGFNzcyXL//11pIlBIB4eNBX58+fT01NpcdBQUHh4eHiq0wzRUdH06ecU6dOnTlzpl27djIyMqGhoWK9aEBAAIPBmD17tlivIlouLi4AcODAAXEUXsLj/fz6dUpl5b/eLSsjcnJETo6Ulwvfy8zMXL9+/S+//CKOajTZX38RAKKtTXJzydChBICMG0feviUGBrwBA3acOnVK3BWgA9vCl46OjuK+YtPMnz/f0tLS0dHR0dHR0NDQy8tLfNfa/OZNRFkZIaSkpmZMdPT5vLzzeXkpdnakpqb2jKoqYmAgvgp8SASBkBASFBTEYDDk5OSePXvm4uKioKDQvn37GuFPJR41NTUTJkwQvhw3bpxYL9d8ERERANC5c2eBQCCmSzQQCM3NCQAJCan/3o8//tizZ8+wsDAxVUNUjh49ShuAhYWF9DnDxMSkrKxMfFccNWoUAHh6eorvEiJ3+vRpABg6dKg4Cv8jM9MyPHxRUtLZs2eFb17ZuLESgAwcWP9Muli2tbVH+fx38e/NG6KqSgDI+fOFf/31NwCoqamlpaWJtQKlpaUWFhbCl3p6emK9XJPNnz8/MDCQHnt6eoo7EG5+8+ZoVpZ3To5bQkLtuyNHkidPao/v3SP1Wg8SIJpASOo6lGbPnp2enk7Xz27ZskVUhTfot99++/7775OSksR6FRESCAR04m9kZKQ4yk+sqMjlcmfv3fvs2TP6zv5ffrnEYBAlJcLh1D+T9tZevHhRHNUQrcWLF9+6dYsQUlVV1bt3bwCYPHmymK6VnJwsIyOjoKCQm5srpkuIA5vNlpeXZzKZeXl5Ii65psY+MtIyPDyyrKz+HXxg587ZAGTduvon0xm2ioqKoq1D8719S9TVCQDx9ibe3jWDBnm3bds2LS3N1dUVAAYNGsTn88V39dLSUhMTk9d1unbtKr5rNYeEA+HZ3Nzw0tKnJSXvAmFYGLGyIt7e5ORJYmlJoqLEV4EPNSvXaH07d+48fPiwl5eXrq6uv7+/jIzMli1bwsSW1IHL5e7evdvb25tmjv4qMBiM0aNHA8DVq1dFXng1IWtTUyfHxxdFRAjz/RdFRZUSAnZ2oKBQ/2QtLS2oW53Tyu3fv5/OXmOxWL6+vqqqqufOnTt27Jg4rnXo0CGBQDB16lStr2oShZqa2rBhw/h8vsg/V6dzcyv4/IFqar3fy71HUwwPHlz/PRUVFRUVlaqqqpKSEtFWo5l0dGDfPgCAP/4oHjw4s2PHa2w2e9q0ab///nvHjh0fPHiwj35ZbPLy8jzrtNq9OCwsLIQfe0NDQ3GvTO2hpGTZpk3vNm1md+xY+5a5edG5c3l8PsjJwbVrIOGRZjEF2OXLlwOAsbFx5XujCyJy+PBhAOjdu7f4uhnFgd6q+vfvL/KST2ZnW4aHT4iNdfv+ex8fn8TExMTERPeePb0ByI4d7528YcMGANi8ebPIqyFu586dAwAWixURESHakisqKjQ0NABA+Dz9FfHy8gIAZ2dnEZZZXFMzKDLSMjw8prycEKKjozOOcnbWAMiWlc1JTn7vWwwNDQEgQdjG/7gLFy4I7wy3bt2SwCP40qWhTKb8kCFDcnNzaVrB33777dq1awwGY9myZeK77tfSNSrk4+MzZMiQkH8PpoiWcIywvri//x56967r/fvclriliysQcjgcc3NzAFi8eLHIC+fxeN27dwcAX19fkRcuVpWVlUpKSjIyMtnZ2SIstqC6mnZhPSop+f77711cXNzd3d3d3fuzWN4AuxYvvnz5ckVFhfB8uj+Au7v7Z0v28/O7f/8+PQ4JCWkNvakLFiwAgO7du7PZbBEWe+TIEQCwtbUVYZkSk5uby2QyFRQUSkpKRFXmodevLcPDl756RV/q6elVUv7+1gB3TE0BwNTUdM2aNQ8ePKDt0cGDBwPAnTt3Plu4tbW1MPhNnjz5iXBwSGzy8/Np/Nu1a1dgYCCDwVBQUHj06FFsbKxYr/vVBcL/s3ffYU1eXQDATwgbZIOCA8WNiiKgIigOHFWcLVpXpVRxlqq1Yq2K1kWdWOvAz1qi4kDrQLQqaFFwhykgskEIe28y7vfH1TQCKpAE0Jzf06dPgOTmBl/e8753nEPzWX///fdSav9hScmL8vIKHq/O92umTHH09bVgs49kZkrprT9AYkOjdSgpKZ06dUpRUfHQoUMST7d24cKFxMTE7t27z5w5U7ItS5uKisrYsWMFAsGNGzck2KxnRkYFnz9GS8taQwMAfvjhh0OHDm1yczPR1S3Q1t5w9Oj06dN1dXXHjRt38ODBzMzMxg+NRkdHCwefU1JSoqOjJdjt5vH09Bw8eHBiYuLixYsl2CwdY1i5cqUE22wxBgYGw4cPr6mpkdTfWk5Ozi+Wll3u31/yNic7AKioqKioqOx6+jRGVfVqnz6qqqqxsbG//fbbiBEjOnfuvGTJEppTJisriz6/tra26K3MzMzkt1qlZr2enp63tzeDwdi4cWOHDh2cnJzatWs3YcIEaW+7qq2tFa137eLiItW3Ex9dhHz58mUihSy75Xz+L8nJLvHxJfx381GXlysGBGzcuVOOwfDOzn7Z8rVmpBpmd+7cCQAdO3YsKCiQYLM0H8qJEyck2GaLoSshJbjGlf3q1YiwsOFhYZnV1YSQhQsX0ns4b29vADAzM9uxY8fQoUPl5N5c9DAYjN69ewOAqampr6+vr68vi8XyagiLxXJ3d2exWPSNvL2928hoamJiIt2ieujQIYk0eO/ePQAwNDSsqamRSIMtb//+/QAwe/ZsibS2evVqAJgxY4bwOz179qQPrK2tAeDs2bOVlZX+/v5Lly5t6v7FNWvWDBs2bNy4cZMnT548ebKRkVEL3BFSdDhh5MiR2dnZNDXP2rVrpfqOa9as6d69e0BAgFTfRYIEAoGxsTEAPH78WOKNn+BwLNjsZa9e1f3BxYsEgNja7k1Pt2Cz58TEcFt2gFS6gZDP59P+vtieAAAgAElEQVTRkjlz5kiqTX9/fxpcP9FzFofDYTAYampqVVVV4rfG5/MHDx7csV+/P8PC6HcuXbqUmppKCFm4cKHo33leXh6LxXJ0dGzXrh0ACKvkfEDfvn3d3d379+9Pdxf179+/jQRCQsi1a9fojp1Hjx6J3xodWtiyZYv4TbWW1NRUBoNBl6uI2VRWVpaqqiqDwYiot3KvoqJCUVFRXl6+tLRU9Pvh4eHbt2/X09MTPa4UFRW13zIyMjJ5a9euXcOGDeNwOFwul8vlzp49u8UCYXl5uZOTE/0DYbPZCgoKcnJyd+/eldLbFRcX0ys2iU9pSxVN+iHxS4RKPt8+IsKCzX7+7sFDCCELFhAAsnt3FZ8//cULCzb7fxyOOO9VzedX8Hj0v8ZEVOkGQkJIcnIyPfOK7kMSh62tLQDs27dPIq21CgsLCwC4efOm+E3Rma3OnTuXi2xtpuhlXWRkZJ3vV1ZW0mkAIyMjR0dHR0fHb775xqUhO3bsaJt3hJSrqysAdOnSJT8/X5x20tLS5OXlFRQUMjIyJNW3VkFn5adNm7Z169aDBw+eOnXq+vXrISEh0dHRmZmZjV+2Rn+xopt0he7cuQMAQ4cObfCFtJ5lY9ZZtPwcYYN+/fVXaQxZCdEhsXHjxkmjcekJDg4GgK5du0p2KeKp7GwLNvvb+mupeDyip0cASFwcIYRdWjopLGzM8uUvXrxo9nutTkhYFh+/NjFxbWJiab35yPrETbH2Ud26ddu3b5+Li8uyZctsbGzEzAL15MmTkJAQHR0dyc4PtbCRI0eGhoYuW7bMzs5OX1+/Q4cO+vr6+vr6BgYG7du319fXV1ZWbkw7RUVFmzZtAoD9+/erqamJ/ighISEtLU1fX5+eHEWpqKjQRJ2LFy+myW4+4KNPaEV79+59/vz548ePnZyc/Pz8mpp9lMPhPHz4MCQk5MaNG0wm09bWtmPHjlLqagt4+fJlYmKiqqrqtWvXrl271uBzlJWVtbS0hHdpDT7m8/nHjx+Xk5Ojh1Yd9+/fBwC7dzdOUHw+PyYmhsFgmJmZfbS3SkpKwn8vRUVF4bh9C/vll1/u3r17//59FxcXiVe5q6mpOXToEIjkcP9UDB8+3NDQMDU1NSIiQlJ5+WsFgrM5OQCwyMio7s9CQiA/H3r2hN69AcCiXbtuf/11+MiR79jsR48eMeun92ucnzp37ta4EymAlOcIhaZMmQIA9vb2Yl5i0MQfmzdvllTHWl5ycrKOjs6H//KVlZUNDQ0tLCwcHBwWLFjg6urq4eHBYrH8/PyCg4OTkpJqa2vJ2yt3W1vb+r9Veqc4a9asBvswfvx4ALh69epHe3v69OnAwED6OCAg4MyZM+J9eglLS0ujuUAbOUIQHx9/4sSJb775ht4uCykoKOjq6ma2xnI1iXjy5And+wEAK1eu3Lx58/fff79gwQIHBwcbGxtTU1MjIyMVFZVGnhMUFBSUlZUdHBzc3d0DAgJE1xvb2NgAwI0bN+r34cWLF9D2Mst8VHJyMk1cKfF0aydOnAAAMzOzT2uLF7Vs2TIA+OWXXyTV4P9On57799/fxcbW/9HFHTv8rayqRPIzlJeXm5iYAMBvv/3W+LeoFQiSqqruFRVFlpevTkj4k8O5lpcX3Li15QzSIgW48/LyBgwYkJOTc+jQoaYuzCsoKGCz2Ww2+9GjR4GBgUwmMz09XU9PT0pdlaq4uLhx48ZlZGQAwNKlS4cOHZqbm5uTk5OXl5efn5+dnZ2bm5ufn18jUpHrfXR1dUtKSvh8/rx586ytrXv27NmjR48uXbrQC6ivv/76woULR48epasD6jAwMMjLy0tPT5demuYWc+PGjSlTpjCZzKCgIHqariM5OTkkJOThw4e3b99OE5ZmBGjXrt3QoUPt7e2tra23b98eEBBgZ2d39+7dZl+BtpagoKBp06aVlpYCgJGRUUZGxvtujqurq4uKioqLi4WLOes/jo2NzcvLE32VvLy8mZmZtbW1ubn58uXL+Xx+QUFB/Xz6Pj4+8+fPnzlz5idXfM3b2/vbb7/V1NSMiIiQ1EZyQkj//v1jY2PPnDkzb948ibTZku7evWtvb9+rV69Xr16J31ptbW2PHj1ev3595coVYRECoV69eiUkJISEhNjY2NBoxAC4e/fuuHHjFBUVw8LCTE1N67eZmZnJ0dBIr65Oq6lJra5Or67m1NYKCAGAybq6ZTzeoHbt9BUUtOXlhzUmQ3fj462Yrl69CgDKysof3bhTUlJC0z0sWLDA1NRU9K9aU1NTUVFR2lt/pITNZuvr6wMAg8FQVlb+wDa4ysrKzMxMNpvt5+fHYrE8PT3d3NzoBb6FhYWhoSFdkkCnZEQpKir26dNn8uTJ9PL/Vf3VWYSkp6cDgK6urjQ/a4tau3YtAHTq1CkvL48Qwufzo6Ojvby8HB0d6S9cSF9f38HBwcPDg81ml5WVBQYG/vrrr3w+Pzc318jICD7BwQY/Pz86kE5PFuJv26WLjadMmeLr6+vq6mpjY6MoUn1eXl7e0tKywRfSAcA2NYvceLNnzwYAGxsbXiPmkxqDjk536tSJDt58cng8Hv3biYmJEb81ulTe1NS0fjY7uiPLwMCAx+N9ERm5PD5+eXz8xuRkQsi3334LAMOGDauoqIiOjvb19fXw8HBxcbGxsaHrTsaGhVmw2cL/hoSGTn/x4oeEhPM5OasTEpKbsmqs5QIhIcTJyQkABg8eXOfgKCkp+ffff/fu3fv111/36NGjzvWsmpqara3tqlWrzpw5M2vWLAAwNzf/5JaM3r9/n47A0II17xu0bCQ+n5+Tk/PixYsrV67s3r3bxcVl9OjRnTt3Fv7qmEzm+0oo0CuSNpsFvxm4XC5dQtWvX7/JkyfTVLdCRkZGc+bMOXr0aExMTHl5eUBAgLu7u729vdLbtHN0PVFQUBCTyZSTk6OpTT8JgYGB9JLo+++/79WrFwAEBQWJ2WZ4eDgAiNZ1CQoKsrW1pYeWpqZmUVFRgy+kmfCuXbsmZgdahbCEzo4dOyTSID0gDxw4IJHWWoWzszNIImU0LS4PAOfPn6//0x07dgCAs7MzIWS6yOqYqPLyA/HxSkpK75tF0tfX/yks7NfUVFZW1r9FRSlVVbUiQ9BtOhCWlZXRjDAbNmwQveer81EVFBRMTU0XLFjg6ekZHBxcWFgYHBx84MCBrKys8vJy+jvdsGFDS/ZcTAUFBTQKzp07l2aObsz8XGMIV7HHx8cvWbJEuMqmd+/e2dnZDb7E3d0dANavXy+RDrQRr1+/VldXN3y7+9vQ0NDR0dHLyys6Ojo/P//atWurV6+2tLQUHfZkMpmWlpZr1qxJSkqijdBKxQYGBm12svD3338Xzs/9/fffR44cmTBhgpubGy3Sq6enJ37Jl5qaGrp6pby8PDg42MHBgf66lJSUFixYkPA20cyTJ0/qLEOlWRqkXcxBegICAuTk5OTl5cVfwkpzLGtra5fW3yfw6Th79iwAKCsr9+/f39raevz48Y6OjosWLVq1atWmTZt2797t5eV1/vz5GzduPHjwIDw8PCkpqaCgoP4d8KlTpwCgR48eDd5tDxkyRHg+nBIVdaew8E5h4auKij85HAs2W6tbNyaTKS8vb2Ji4uDg4Obm5uXlFRAQ8NHMXJFlZfWT13xAiwZCQsj9+/fl5OTqzNsrKSlZWVktW7bszz//jIiIqKysjI6OZrFYdUZmLl68SAih64jk5OSkmg1PTCEhIfPnz6ePMzMzbW1tz58/v2LFipiYGPoXUv1uOYjmuXv37vTp00NDQxcsWEBP8XJycg4ODqK7dw8fPlxnaQNduHThwgXxO9B2vHr1iibNOnr0aFpaWk5Ojp+fn5ubm4WFhehllry8vIWFhaurq6+vb/16mXw+n97W2NnZSWqITLJ++eUXHx8f+vjEiRM7duyg553NmzcDgIuLi0Teha407t+/P/2ltWvXztXVtc7FwYoVK0R35tBpby0trU9xYYgQTSPQo0cPMUt90W2pP79bnePTkp2d3ezpUmVlZX19fRMTEwsLi1GjRtERmiVLlrx69arO4ZGdnU3DAd395RAV9Xdu7t+5uZHl5THl5YczMqzs7aFF6uRIfftEHRYWFnSvrpmZ2dChQy0tLS0tLXv37h0bGxsaGvro0aPff/89JiaGx+MJX6KgoGBubm5paUnHLqytrd3c3Hbu3Onk5BQZGUkHi9u+2bNnz549my5Jd3R0VHq3HEQzEEIqKirKy8vprkRFRcW5c+euX7++zsSynZ2d+rulA8LCwgBg8ODBYnagTTl48CAhxNnZeenSpStXrjx8+LDwR8rKykOHDrWzsxs5cqS1tTUt9tsgOTm5M2fOmJub379/f/v27fTWufny8yE5Gbp3B4nWuM/Pz6dLfgoKCgBAQUEBAC5fvgwA4mccpMn/MjMzASA6OlpfX3/58uU//PCDtrZ2nWf+8ccf9EFGRkZiYmJFRQUAmJubN3UTS5uya9eue/fuRUZG/vTTT0ePHm3SazkcTmho6MOHDx88ePDy5UsFBQVame5TlJ2dbW9vn5qaCgCLFi1ydXUtKysrKysrLS0tLi4uE1FUVCT6ZXFxcWlpaXV1dXV1tXDJFf2Lo8mqNDQ0BgwYYGFhYWFhMWLEiICAAIFAMG7cOLr7S57BmCkyqd9LSWn906cAMHz4cKl/ZmlH2jpoxZMRI0YQQq5du0bLItM/ZiG6Su3bb789fPjw06dP6988cblcKysrAFi8eHEL97+RQkJCRo8e7e/v7+/vf+rUKVtbW/p9Oq4r5kROTU0Ni8USBjwNDQ1XV9ePbgZ/8eLFN998k5OTQ1/ySV+511FSUkJHnqOiogghBw4cUFVVtbGxcXNzCwgIaGqmFclMFm7fTsaMIZs2ETs7sndv89t51y+//DJmzJjFixcvXrx45MiRO3bsyMnJ2b17NwAoKSkdO3bs/v37zcvnTg8qOtGo1LGjsYvLvMOHRTdONIjH440ZM2bXrl0PHhxauHDEvn2f2FKj+qKjo+l4lZ+f34efWV5eHhQU5OHhMX369A7CWkIAAEBnKC5dutQyfZastLQ0OoElJyfHYDAS69UY+aiKiors7OyEhAQ2m3337l26wn/s2LFG9XYQ0hluYbLM6e/uoGez2QDQq1cvyXywD2rRQMjj8WiKWzoivGTJEuFvhE7q0EnBj/75EUJiY2Mbeby2ipCQECsrq4MHDx48eHDbtm3Dhg07e/bs5MmT6eyLhYWFo6OjcLw7KSmpkaVBS0tLPT09aXVfAGjfvn337t1HjhzZmNeOHDny1KlThYW3/PxMzp1zEu/ztS379u0DkfwdFRUVYk6V0XvB9u3bc5qX5ykmhlhbE3qpweORwYPJ22lIMdGhUT6fz2azv/zyS2NjYzrwWydztJKSkqmpqegx9oEPUlZW5unpKUwm0L17dzdvbws2+7u4uI/2h8vlnjx5ks/nJyU5stng4zNHSmXXWhLN2qqvr1//kiIzM7PBxbQAoKmpaW9v7+7u7ufnt3fvXgDQ09OTbJGZFpCSkkI38NFxUXrHIia6IpdGu8zMTD8/PxcXF+FJbO3atcKC0nffXYdF75roOhppa9FAeOHCBQDo2bMnPe/fu3dv//79Dx48aN6IvPB4fd+qkEbh88m//5LTp4kY6Xzqo3OENL2nvb29cJpK+M9fh6KioomJib29vYuLi4eHh6+vL5vNFp2VycrKcnd3F66HNDMzY7FYZWVl169ff/36dWO6RBf7ZWXtYLPh4EFj4aqHTx2fz6dhQIKXRMLJwtGjRzd5srC6mpw8STZt+u87P/5Izp8n6elEvHnH7OzsqVOnWltbC/fOA4CqquqkSZO2bNmyffv2hQsXDhs2TPc9I7G6urrDhg375ptvtm3bdv78+dDQ0JSUFHd3d2FrAwcOZLFYPB6vkMu1YLNHhoc3ftDgxYuebDbMnNn/6NGjwn1Bly5dSklJEecjtwqBQPDFF18AwMSJE+lWLg8PDwcHhzp7l+Xl5emaPromq7y8/MGDB3v27Hn58qWwhalTp7b2p/kI0bUtXC6Xjq7b2NiMGjUKAI4fPy7+W/z+++8A8O2339bU1Jw5c4ZO5dDLNUdHR+GJqP4YlaOjIwD8+eef4vfho1o0EA4bNgwAjh49KpHWBALBxIkTAWDatGnNbILPJ5MmkTVryKlTZNo0sn27RDqWlJT0ww8/6OvrixZ8sLGx8fDwiImJSUhIuHPnjpeX1/r162fPnj1kyJA6e91EaWlpmZubjxo1Sjh6bG9vf/v2bTH69hWbDRs3Dt64ceOzZ8/oN48ePXrlyhWJfPaWRzdsde3aVbLLW7Kzs+ka1EYtH8/JIX5+xM2NWFgQCwty8iTZuPG/n65ZQ86fJ8bGRE2N2NgQV1fCYjXyHpHH47HZbA8PDxsbG9FVPyYmJtOnT9+8eTO9iKysrPz111/PnTvHZrNLS0sLCwvZbLbovqv6+98BQJhOwc7O7tatW6LvOz4y0oLNzmzcki4+v4zNlnvyhJGWlmhnZydcOOrk5NSWV7R9QEZGho6ODoPBqDPl2bFjxy+//HLv3r3BwcF0s6/wBlE46+/p6UkIyczMpFcY3t7erf1pPkS0PqK1tfWrV69Wrlz56tUrJpOprKz8vq0yTRIaGgoA+vr6wuPNwMDAzc1NdDbnzJkz9dex06HUBjdDS1zLBUKapVBfX1+CgycZGRl0Gv/kyZPNef3ff5NFi9485vGIqSkRo1J2dHS0u7u78HoHAGieqj/++OPs2bP0OTTDwtixYxctWrRjxw4fH59Hjx5lZWVVV1cnJSUFBAR4eXm5ubk5OjpaWFgIT14GBgYMBsPBwaHOwm4ej+fr67thw4a5c+c2spORkV3ZbMjNfeLs7Pzvv//Sb/76669//fVXsz9467K3tweA/fv3S7zle/fu0clCYZI5URwOJ+vvv8nSpaRvXwLw33/q6oTNJjY2b4ZGBQJiYUFevCA9erzzNIBya+uZM2fu3r37/v37dXKm5+Xl+fr6uri4iE4+qaio2Nvb08upOp2JiooSPV9ra2vT4Xd3d3c6ulBWVpadnX3//v0TJ064ubnNnDmTjn21b98+JCSk/qdbGR9vwWb/27jzYFnZQzYbIiL6EUI+j0BICJkyZYqGhoZwmTGLxYqOji4uLr59+/avv/46adKkOnfe8vLy5ubmy5YtE37k06dPA4CmpmZb3lJSJxDS0bVdu3aBhEp6JSQkfP/998LriV69enl6etYPAdXV1cJhZDpemJSUBAB6enots5qh5QLh1KlTAcDd3V2yzdKjTV1dvWljfRwOiY4mmzcT0aKG8+aRf/8lM2eSFSuIhwfx8SHBwSQtjbx/wonH4wUHB7u6uoqOeero6Dg6OrJYrPq7iBISEupfmAOAkpJS/aHRoqKivLy8v/76CwBEi1wLCQSCr7/+esuWLVevXm3M4cLjFbHZjLAwFYGA6+zsfO7cuZSUlJSUlDVr1nyigZBmeVZVVa2/F0Ii6Crf9u3b07/SrKwsegdgYWHBYDA2jhr1JqqpqhIbG+LmRgICCF2bs2kTmTSJ7NpFxo8nO3e+aa6khAQHEw8P4uBA9PRejhwpehodOHCgi4vL0qVLaePCH/Xq1euHH364devWB1b9pKamrl+//ssvvzQzM2swpyiDwejSpYu9vf2yZcuOHDlCCPn3338BwM7OrsEGD2ZkWLDZXo2bIs3NPcxmQ0rKt4QQujqX1u0yMjL6RANhZWUlvcJ+9uxZbm7u8ePHnZ2d6+94NjQ0nDFjxm+//Vb/Uoaig3tjxoxps2vTjI2Nr77Vp0+f7Ozs2tpaumbq5MmT4sy1BwcHOzo6CnfuavXuvf3o0Y/+HsLCwqysrHg8HovFgncrYkpVC22fiI+P9/f3V1ZWprlcJWj+/Pn+/v4XLlygl5/vTRTJ50NcHISGwsOHEBICL1/CiBEwaRJUVf33nKoq4PHg8uU6L80cPnxYerqxsXGXLl06d+5M/19QUHD37t0bN24UFxfTpxkbG0+bNm369OkjRox4X7W/rl27xsXFpaampryroKCAFu8WfXK7du1KS0uHDh0KANXV1fVby8zMNDU1pSdrLpe7evVq4aL2BlVWhgMQFZWBDIY8AJw9e5aeDcPCwuoXqfgk0MK83377bf31/RLh7u4eHBwcFBQ0ZMgQRUVFepVKtWvXrqZrV9i1C0aOBCsreHflM/z6K6SnQ3IyLFgAwqIWGhpgawu2tuDmBoRoJCSwnjx59uzZkydPoqKiIiMjIyMjjYyMOByOioqKjY2Nvb391KlTaSqiDzM2NqZX8VRRUVFycnJMTExsbCw9rmJjY9PT09PT0wMDA+mNC91UU1ZW1mCDvVRUACChcYXCKysjAUBVdSD98vTp03SnE02R9Sm6cOFCUVHR0KFDrayswsLChGXl6VYuGxsbugGgX79+H27nyJEjwcHB9+7dO3z4cFNzLLcMQgiHwwEALpdbXFz8008/3bp1i55FnZ2dnZ2dtbW1hYUkDQ0NaV3JXr16vW/fWk1NzYULF/bu3UuTsCspKc2dO7fP6tWXBQL19u0/urtmx44d69atYzKZDx8+BIAGswdLQwsFwn379gkEAicnp/bt20u88WPHjj169Ojhw4f79u1bt26d8PvFxcWPHz9+/PjxvKSk3n5+UF7+32s0NEBLC0aPhp9/huXLQU4O8vMhJgYGDYJr1yA1FV6/fvNfWhpHUTEjIyMjI4P+21AdOnTIzs4GAJrywNHR0cbG5qP/zPLy8r1796YF4kWVlpam1EO3BNADrsETVllZ2dOnT+ljPp9Po9oHVFaGAYCq6psdhGvWrKFT4tu2bfvwC9um4uLiM2fOMBiMFStWSLzx9PT07OzsIUOGnD17tnfv3lwulyavGTZsmI2Nja2t7ciRI+usG6yrSxfo0uW9P2UwjHr1+qZXr2+++QYAqqqqwsLCFi1aFBcXt2PHjjVr1jSyFFeD6NCo6Cg9j8dLS0tLSEhISEige7bocVUu+kchop+q6vZu3TorKSVWVRkoKmp8MBF5VVUEAKioDGp2h9samhuTLms3MzNbsGCBpaXl0KFDzc3NP/KP/i49PT0vL69p06a5ubmNHz+e3mk1X2UlvH8XbPMwGAxNTc0rV678888/FRUVdICtd+/eJiYmaWlpWVlZRUVFoaGhdJ5PVPv27bt06UJvD4yNjbt27aqurn7//v1jx47l5uYCQMeOHVeuXOni4qKjo/OktPRyQkLkew42URcuXHgbhkPV1VUHDGh4daHEtUQgzM3NPX36NIPBoGWDJE5LS+vPP/+cMGHC5s2bBw8eXFRURKsNhIeHCwQCANAfObJ3eTkYGoKtLdjYgIUFDB365hJ+/HiwtYXevSEmBn7/HfT0YOrUOu0P4nJTMjNfv36dlpaWnp7++vXrS5cuZWdnu7i4rFu3rs7K9ebR0NAYOHDgwIEDG/wRvP/KvUkqK8MBQFVVMgXGWt2ff/5ZXl4+YcKExtwzNdX+/fsPHjz466+/mpubl5WVqampPXv2bPDgwVKqTUFvAU1MTOLi4gYNGlRcXFxZWdmhQ4cPbP9vEnl5+e7du3fv3n3ixIl0Lym9I3xfIHxWVna7sLCPmhoATNDW7vdutUtRhPCrqqIBGKqqZgDQqVMn4cKu9u3bN772U9vx4sWLx48fa2pq0szG8vLyNElY80ydOnXhwoUsFsvJySk4OLiZxw+LBceOQYcOkJMD7u4wYUKz+0MVFhb6+/tfvHgxPT1dWBxDRUVlxYoVzs7Offv2TUxM1NXVVVdXz8vLy8rKSn6Lw+FkZWXFxcXl5OTk5OQ8f/5c2KaGhgYtgWJubr5q1ao5c+YIj4QBampyDMbLysoagUDpgxXo6O+Hyy1gMsNmzZJ78CBVR4dNqwv4+Pi0a9duar3zs2S0wPArzf80ffp0aTQuzL5dv96QkpKSjY3N2rVrn924QT6wxaK2lmRkkKYM4tOyiDR1WUVFhcQTzBcVFV26dGnjxo2EED6fz2Aw5OTk6u81jI2N1dfXp/Mx9vb2pqamH242Orovmw0VFaGEEF9fX2GOzcDAwOfPn0v2I0gbn8+nG578/f0l3nhZWRldqRQZGTlhwgQA2LNnj8TfpT6a2PP69evTpk0DySWkJYTk5ubS1Tf0+p0QUlJSAgDt2rVr8PmXcnNPN25XUlVVDJsNUVFdJdXVVkfHMFesWCGpBouLi+lY8a5du5rz+rg4Ymn5Zu45P5/07k2au5gzPT3dy8vLwcFBGKKEC9oTExNF56FpwU5lZWXh2gV3d3fhvmcul5uZmfno0aPz58//9ttvK1asoGvW1NTUgoODG3zrObGxFmx2eON2ymVknGWz4eXLkUuWLBHmtdi1a5eXl1fzPvhHSf2OsLKy8siRIwDw448/SqN9Jyen3NzcQ4cOWVlZHTt2TEdHZ9SoUTY2NtbW1oMHD25UJjMFBWhiaXJ6GHG5XAcHhxs3bvj7+0+ePLl5/RcSCATh4eGBgYGBgYH379/ncrkAsHjx4i5duqiqqlZUVFRWVtZJlgYAQ4YM8ff3B4Dq6mrRobCG2q+sqYlnMBRVVPoBAJ3Gp8aOHStm51ve9evXk5OTu3fvTjdsSdapU6dKSkpGjhypqqoaEBCgoqLSMtNddC2GQCAQPhCntaqqquDg4ICAgICAAJpzh36/Q4cOeXl5urq6DAaDJq9ocEj/cWlpOZ8PAM4dOii+/yq+sjICAFRVP5Nx0aqqKh8fHwBYtGiRpNrU1NQ8efLkuHHj3N3dJ02aZGZm1oQX8/kQFATTpgEdKtfVBWtrYLMhNBRUVEBfH9q3B3190NcHPT14z9KElJQUPz+/ixcvPnr0iB4GTCbTxsbG0dFx9uzZwpXJwsEtQoi2tnZhYWFZWVn9tQsAoGCB4esAACAASURBVKio2OWtrl277t+/v6qqSktLi8lk0rIb9Q1SU4uvrIwoLx9U7yTWkEgA0NAYCZBXWVlJbzQbU6W12aQeCL29vfPz862srN73CxJHSkrKxYsX6brBAwcOAMC+fftosSepEgZCuiiGBq3m4XA4t2/fvn37dmBgIM0eSdu3s7ObMGGCsrJyQUEBfbuLFy9aWlqamJiovX+c6gN4vMJ27ewB+AyGuGlO24JDhw4BwMqVK99XpUUcNM/kihUrDh06JBAI5s+f/75d6pIljH+GhoYmJibNG1dMTk6+fv26v79/SEiIcI2VcPWNvb29iYlJUFBQQEAAg8EQCAQWFhYdO3akiyAoOtRsrKxsraEBAPIfnPlWVx/Vq9ddeXmDZnS1DTp//nxRUZG1tTWtEiMpY8eOXb58+eHDh7/55ptnz559aKKRx4NXryA09M3KPk1NmDz5nalBVVWoqIDNm6G2VvR1xYMG9czI0H+rQ4cOenp6xcXFd+/epTX/AEBNTe2LL76YOXPmpEmTGtxaSjEYDFqNq6qqqv64aHJycmpqamJiYmJiIgCoqqq6u7vTQ7fy/aurBqqr++blNWaaEADKy0MAQF3dBuDq/v37z5w5AwB0j2NjXt4M0g2EAoGAnrBE17BI0J49e3g8nrOz84sXL6Kjozt16jR37lxpvFEdwkDYp0+fjIyM+jdqH8bj8Z48eeLv7x8YGBgWFia8VKejEPb29mPHjk1JSQkMDJw3bx69O9TW1qblwQCgQ4cOJiYm3bt319PTU1FRefTo0YAB3ZWVdejoxHvesbCo6Jyq6kB19ZHve84nJDY29t69e+rq6tK4UaMnDiMjo3HjxtHlgvVH3aVEGAhFk4Y3RnZ2dnBwcGBgoL+/P10ESFuzsLCgR5S1tXVcXFxgYOD69euF4w0AIC8vHx4eTs96Qkwms4ezs66R0ZTZpVpaOsW1JkpK3RQVTRQU6q50S0tz4XKzmUx1NbUhKir9m/mx2xK6TEa4TFSCdu/eHRAQEBkZuXXrVlqETygxMfHZs2dD4+O737kD4eEgukRcTw/WrQNv7/++w2bDqlXwyy+Qnw95eZCdDXl5kJ9fpqKSn5+fn5//8uVL4XNNTEySk5O1tbXt7e0dHBxmzpzZpJOViooKvTaq8/3q6uq0tDS6ZoLmW5eXl1dUVKytra2pqWlwHM68XTvnDh0sG1EsnpCayspQADk1NWuAqxs3bqRpnjw8PBrf86aSbiC8evVqXFxct27dZsyYIfHGc3Nzvb29GQzGjz/+SNd3rVmzpklruppNGAib+m9z7ty5M2fOBAUFCS+d1NTURo8ePXHixPHjxyspKd2+ffvChQsuLi7CXRlKSko0Xy3dYpGSkpKdnZ2dnf3o0SP6hEuXLj1+PFhRMWbx4o4JCbGKiiZKSm/+U1buKyenCgApKXO1tWepq9vy+SUS+y20nt9//50Q4uTk9IGr2majW1CWLl167ty5kpKSESNGtEylDmHC/pCQEGNjYxMTk8bvCfn+++8vXbpEHxsaGtra2trb20+ZMqWqqiowMPD48eOOjo7CI4puEqcB0szM7PXr18nvSk9PLywsLK6qqqm5yeEUCt9FTk5VSclEUbGbkpKJklI3La2vSktvDxiQJnxCTs4BVVVzdXVbuj/nkxMVFfXkyRPhMhnJUlVV9fb2HjFihIeHx8iRI9XU1B4+fBgSEvL06VP6777Xzu7Hx48B4J1lfZaWoKQEf/wBv/wCw4bB9eswdCj07AmbN9dpvxMhOXl5eXl5+fn5OTk5ubm5LBaLzWavXLly//79dQobiElZWVm4+l14XKmpqdXW1lZUVDQYCBkAgUVF0ZWV3tnZ5urqi9+WDq2vouK5QFCtojKQyZT8X/f7SPd4pdmQ16xZI421dgcPHqyqqpoxY0ZZWVlISIiOjs7ixYsl/i711dbW0o0Td+7c0dHR6dq1a5cuXTQacaUDAE+fPr158ya83XQxZcoUS0tLNpsdGBg4Z86cBu8OJ0yYINq4QCDIzMxMSkpKTk4W/l9ZuZrPr6mpSa6peWc0n8FgKih06tLlDy43Q/SaPSFhPABp185eS2uasnIfifxaWoy0d01cv35dUVFx8eLF48ePBwBpb//Kzc29deuWv7//7du3S0tLO3bseODAATrOL7qFS8jY2Lj+X9P06dN5PN64cePGjRunra3977//BgYG7ty5kxZsooRH1Pjx40UvIAwMDOrMLnO53BepqenpaZ06jaipSa6pSampSa6tTeHxCqqqoquq3oyzaWpOVlTskprqrK+/TE3NisvNysj4EYAwmZoaGuM0NL7QUZwspyH57VLS4+XlBQDffPONpBbrClVXVysrK1tbW//0008eHh40N6SQoaHhkCFDuo8dC5s2gaUl1L+8u3YN/vkHkpNh3jyws2vwLRgMhoGBAS2PTCUmJrLZ7B49euTm5mZkZBgYGHTr1k0iH6eqqurhw4d0QUNMTEx+fr6ampqamlpRUVFFRYVoLlwhPiHtFRWP9Oz50cbfjovaAoCNjY0wHfzAgQObNyvUKFJahENEyjSLWeWyQaWlpfR6+dGjR7TS7CbRNMdSIEwiQw+1OlUrRZdXeXh4sFgsuryqTgLMsLAwFouVlZWVlJTk5eXl6OgoOlKhpqZmb2/v6enZjFTFfH5VdXVSSUlATo5naqpLfLz9ixcmoaHybDaUlt4rLvaPjjZNTJxZWRnF45WGhiqw2UD/i47uW3lxJwkIIJKoFdwCaAKBiRMn0i+bWSDiPdavXw8A8+bNCwwMBABDQ0NxlgRzudxt27YJv9yyZQt9wOfznz59umnTpsGDBwsXqjAYDHNzc2dn5xkzZpiZmb1vCEtJSalPnz6TJk36/vvvDxw44OfnFxMTU1ZWFhwcXL8Qsb6+vqOjo5eXl0SyfPF4xRUV4UVFf2dn701LWy4Q1AgE1YWFl+LiRmZmbq6tzXz9+qeYmH70uAp7ziS6OsTU9E3CHUmvrJa4yspKmtQ+PDxc4o3PnDlz7Nixr169opUjtbW1R40atW7dur///ruRSfOb4aeffgKA3bt30z+ZRmXNfT8+nx8aGurh4TF27FjRTa5qamp0zTm9QXz58mWDL8+qqZkfGxtRVhZRVlb0wYQ1CQkObDYUFJwVp7dNJcU7wt9++w0Ali9f3tQptMbw8vIqKiqys7PT0tK6ceOGqqqqmGUws7OzDQwM6EkkPz9fQ0ODjrLyeLx79+75+vpevXpVuJhlwIABdnZ2XC43PT09LS0tNTW1srKyweVVSkpKNBkNXbaurq4eFxf3yy+/0IreACAnJ2dpaTlhwoTx48cPHz78fSlpPkpOTpkOh2po/DdTSAi3tjZNQaGjnJyKpubksrK7iYmT+vWLMzPLLCsLKim5XlzsX139UmmrN0RvADU1GDsWvvgCpkxp6jJaaaOpA+gVaEREhJqa2sSJE6uqqlxcXO7duxcaGlqnIFzz1NTUnDx5EgBWrlxJi/wtW7ZMnDElPp/v4+OzceNG+uWpU6fGjh178uTJGzdu0E3HAKCqqmpvbz958uTJkyd3fPfXThPE1JGamhoXFxcXFyf6zJ49ewqz96moqIwYMYLeHZqZmUmwUi6TqamqOqjOAlFt7S/btRvx6tVoJlNdSal7jx43AUhJyU1+NBuqzkNsLMTGwm+/ga4uPHsG7dqBnx9UVMCIEWDetvaznjt3rri4ePjw4ZJdJgMAsbGxV69eVVRUVFdXp5MpmzdvXrVqlWTfpT566NbW1gqncprRyEenn4cPH/7ixYvt27fTes4uLi62traDBg0yMzPr2bOn6OhFCY/3uLQUANSYTK33nuhIRcUjeHtH2HIkG1e5XO7z589///33r776SllZWUFBgcPh8Hi8Xbt2xcbGSupdamtraSLzmzdv0sQcK1euFLNNKyur/Px8+tjR0fHZs2f0/k80FY6pqam7u3uDH6SwsDA6Olo0azbdH11nTSPdnQMil+qitZakh8crJoTw+eVRUZ1SUhZGRrZPSVlQWOjL5eaXlTwgGzaQQYMIg/Emc+bRo+T5c+LgQCZMIFOnkshI6XXs9evX58+fp4/Ly8tFK5NUVFTcvn173bp1gwcPFv010mGrrl275uTk0Fn04cOHS2QrJ42C5ubmaWlpdPJfzHpy1dXVffr0EX5pYmJCS9LQI8HFxcXX17ep4yUVFRVRUVFXrlzZt2/f8uXLJ06cSA9RHR2ddevWNaMQcbNxufkpKd/m5h5NTp77+vXq8HAtei8YE9M/I2NdTXwwKS0lAQFvinLo65OUFDJoEGGxyI0bZPx40sbKMgwZMgSkUyyCFuRzdXX9559/AKB9+/aNKbkqPlpW093d/eXLl3fu3Gl8NuaKioqAgAA6wCB6IUWrxrJYrPz8fOGYluhAaJ3rURUVFUtLy+++++7gwYNX7t9fFBPdiDfnl5TcysryEOeDN0NjA+HJkydv3rxJH//zzz8nRHJVl5SUBAQEuLu7Ozg4iM49tGvXjslkPnv2bOfOnQBgYWEhqY3nJ06cAAAzM7P09HRFRUUmk9mMMsp11AmEdHaT6tu3r7u7e3R0Y/4V66qqqoqLi7t9+/b//ve/L7/8knabprwRs8ONJiBEkJTkGB8/Pi5ueEHB6djYQcJx0dBQxaKzi8jevSQmhnA45M8/iaMjiYggffuS1FRCCImPJ336ECkMblNPnjz5+uuv6eOcnJxhw4aFhYXt2LFj9OjRolPutPDCrl27nj9/XlVVRbfijB07lsPh0LuoH3/8UfzO0AQW3t7ewgFSMRusrq5WU1Ob8JaWllZ6erqHh8cLiRa/pDNbixcvlmCbH5Wb+0dR0ZWKioiiostlZQ8Fguq8vBOJiTPDwzXoocUf2JuoqREHB+LlRV6/Jrm5ZNUqcurUm9cXFJAePVqywx8WGRkJAFpaWhIPUS9fvpSTk1NUVExLS6PH7e7duyX7Fu9D16Zu2LChqS9cs2aN8E+Pztd4eHiw2ezCwsJLly4tWbKkzjrSnj17Ll++/MqVK2FhYRcvXty4cePUqVPrTB4pdujw9VOfyEjD+Hj79HTX/HxWRQVbIHhnOqa4+HpcnE1c3IjXr9dI7tfQKI0NhFu3bhVeK7FYrM2bNx8/ftzJyal+2szevXs7OTkdP36cLm3v0aNHTk5Ojx49QELTeAKBwNTUFAB8fHzo8IL4JyxCiJWV1Z49e44cOXLkyJHBgwc/evTI0tJy48aNdCeyRNy5c2fkyJGbN2+WVIONkZw8Ly7OpqLieU1NmkDwZsKysjI6K8sjPt4+NFShdsqwNzeCxsZkyRJy7x7x9SWrVv3XxKJF5MYNKXWvfiAUboChwy9ubm7173I4HA4tFrhp06bHjx8rKioyGIwLFy6I0xO6CpduvaLTwI8fPxanQdLQHaGYDdYhEAiExSlramrq1BSUHoGgJixMjc1m1NZmJSV9xeFs4fMr3v6otrT0HifpZ9K//381pxgMcuMGmTiRiP419elDSkpapsMfRYsBuLq6Srzl+fPnA8CyZcvorLOurm79ojQSV1pa6uPjQ3OCKysrW1hYODg41Fm+8IHKEnfu3Bk+fLi7u/vDhw+rq6tpRUx7e3vRaQJdXV06ppWcnPy+doqLix88ePDHH3+4uLgMtbM7Fvat8BL8zURymHJsrEVqqnNOjmd1dVJ0dG8uN48QQs9UxcU3KyujCGlLZZi2bt1Ka08XFxcfO3bM3d1dWHhIVVXVxsbG1dXV19c3NzdX+JLq6mqaQ2HlypUhISFMJlNeXl78k8vff/8NAN26dcvJyaGzj3SxpZisrKxOnTp15cqVK1eu2NjYsNls8dsU4nK520Wq/goXTUgfPyJCn82G6urE6Oi+4eHaVVXvTGVzuQWCK75k4ULSvv2bc9aPP5IjR4jIEg/y88/SG8V68uSJoaEhvWEaPXr0sGHDrly5snz58r///vvDlZXu3bsnLy/PYDAuX75MxxvV1dXrF+prPBqAf/75Z1r3ytzcvNlNCUk7EHK53F69egm/FK0tJ1WlpXfZbIiNHVRdnchmQ0SELiF18/8RQkh2NmGxiKMj0dYm+flk9mwiWvvQ2JhItJZys5WXl9OF2ZK9UyeEJCYmysvLKygopKSk2NnZAcCOHTsk+xaiysvLz58/P3PmTGEqhg9nQhbWrXR1daXV34KDg+kSP+HIp+ggH914Q69Nm1ehqbY2s7jYLzPTPSnJMTralM2WEwbFoqIr8fETMjJ+rq2luf0EkZEd2GyIjOyQnDw/P5/FK5Xksrg6mhAIhwwZMmvWrFmzZg0dOtTd3d3T0/PgwYPPnz//wG8kOjpaWVmZwWDcvHnTzc0NAExMTMRcRGptbQ0Af/zxx5YtWwBg0qRJ4rQmVGdoVLKBsKqqqm/fvsIvJX5CfJ/y8qdsNrx40a2m5jWbDeHhGgLBe0anBQLCZpPt28mzZ+T2bTJ//n8/mj6dNFS7VSLq3xE2/rV03YGWllZiYuLChQvpaERJs24ycnJylJSUmExmSkoKHSCVSIHG2traL7/8UvjltGnTxG9TVGsFwqoLu7OODs2K35Cbe4TNhqSkWR95AT1FsFjE2flNUt8bN8iUKVLvaOP873//AwAbGxuJt0xHxRYtWkQL12hqaopZ8/3s2bOpdM6CkFu3btF7gKqqKj8/vwULFghLI8nJydnY2Hh6etI97yEhIefOnduzZ4+rq+uMGTOsrKwMDQ0/sIrK8N1Nfv3791+9evXNmzcbrLkoDh6vuKwsODf3cGqqS01NOo9XmJW1MyamP4eznccrTUlxiozsKIyUfLPexMSEuLgQX19SXCzZnjRzaLTx9XVpmTQjI6OsrCxaXWHZsmXN6ChFKw3p6urm5ubq6+sDgKQqf36WgVCwcwdv6IBy383FSafCnjMTExuX95zHI8OGERaLpKWR48eJnV2TMpI3iTiBUCAQfPXVVwBgZmaWn59vbm4OANOnT2/G/OvWrVsBYObMmcIB0hZbciIOLperqan53VtaWlot9MYWFgSA3LnDdVtS9uOoklenPv4SQgifT9atI3Z2ZNIkMmUKyciQci8bpaKighbjPHXqFCGkqqqqfv305klLS6MrGOLj42nWJ/GHgubNm0fzhRJCNm7c+Mcff8yZM0e4LJ/BYFhbW3t6emY04ndbU1OTmZnJZrN9fX09PT2FS/w6duwoLy+vpKQ0f/58Fosl2e1JjSEQVEdE6JeWBhYVXeXxSqqqYnNyDqZGOxINjf8G2xUUyKNHhMMh27eTlSsJi0Xq1SRoEqkHQj6fT8cEZs6cGRMTQ28Qm10xgG5E3bZtGx0NGzJkSPPaqU/01jY6Olqy4/hVVVWiiya0tbUl2PiHjBhBAMiVK8TRkWhr1V7/q7EvLCsje/YQFxdy4ACR0HmhQREREatXr6aPCwoKHB0dm/Ty0tJSmhhz3rx58fHxdBhn3759Te0GrUQTGBgoHCBtagutgsvlmpiYvH6rS5cuLfGu+flETo4oK5OyMqKtTQBIU7e9ilH3XFLo0J+Dg4OysrKBgYGGhkZOTg6bze7Tp4+kZgppnraFCxc+fvwYADQ0ND482t8YdQLhX3/9RfeY0wXt4q8ZJIQ8ePAAAGxtbcVvqqlycw+Xlz8rKDgXGzs4Pn4imw2hofJxcTaZme7VnMekupqw2cTDg9jbE3V1kpZG+vcnfn4kLo64uZFFi8R568YGwuvXrwv/AR4/fuzn59f490hOTqb37PT2HAAMDAxycnKa2tfIyEgGg6GmppadnU2XJEmwTo1Utc4dYWkpUVAg8vKkoIDo6BAA8rbu0uckLi6OHl1Hjx718/NjMBjy8vJBQUFNbefly5fZ2dnCAVIp9FTyWmdoNDGRzJhBvvqKPH5MAIhIB9qCioqKy5cvC788c+aM6I/8/f2XL18uuuiRyWTSCcIlS5ZEREQoKirKycmJP86Unp5Oj6W4uDhaIIVWVRPTvHnzhg4dSiuvmZiY+Pj4XLly5QPLVZoqISGhsrIyLi7u1atXqampzZsIbIaSkoCqqriioquZmZuysnbV1nKys3fHxY0Qpv6ommtL1NSIvT3x8CBsNikvJ3v3Eo+3uywEAtK3L3k7pNcMLVGPkLwdhdfS0kpJSaFV0WfMmNHURhYsWAAAq1evFpZRrl+ir21qnUDI45GQEHL8OImKIkxmm1qtLlnnzp0DAAUFhZCQELrzoX379o0ZHRKVmZk5Z86c5h2ZraV1AiGfT5KSSHw8SU4mW7cST8+WeNNG43A4orN93bp1S0xMPHDgwPjx40Xzoejr68+fP9/HxycvL+/ly5d0pOr27dt07123bt3EXMpA8//NnTs3NDSUXr6LLiRstjp3hD4+PuK3KUr0ELKzs0tPT5ds++8TFdWZzYbKyojc3MMlJXeESxl4vNLiYr/0dFf+2BH/jYsCkH37yIoVROSKh0ydSsSYz2qhQEgIobvo7O3t09PTaXa006dPN6mF7Ozsn3/+OS0tjaZ+OHnypJS6KnE1NTVfffWV8EuJL5poWFQUcXMjK1eSy5dJYSGRQuKotuOHH34AgM6dO2dlZdHyihMmTPjwS2pra9lstqen54IFC+iGHHp+bMa+q1Yker5ugXX5JCuLjBhBFi8my5eToUOJ5O5FJKV+IBRWQhXdkFPnXoduuTM2Ni4sLKQ51leJ7iBqoqysLBUVFQaD8eLFC1pR3c3NrfkfScRnGQgrKyPYbIiMNOTzS0NDlUJDmXQTRV3Z2cTXl7i4kE6dyNOnZMsWIlqnd9gwIkZvWy4Q5ubm0hQYhw4doivUNTU1m5EC8fr16wDQsWNHYW161IDwcDJ4MHn0iMTHk3nzSEvt4W0tXC53xIgRADBmzBgaC+svhRcIBC9fvvT29l62bJm5uXmdbHZaWlr9+/enh2XS5ziGLBlLlpCzb5NA+vuT2bNbtTcN4HA42trak9/q3LlzSEjIvHnz6M3f+17F5XKtrKzoUr6wsDAFBYUuXUwePmzmIkm6v9nR0TEiIoJWS23GTFCD3NzcIiIi6ONDhw7dkPQG365du+55y8TEpGUCYVbWDjYbUlO/Kyq6zGZDXNzHlu8KBEQgIC9eECurN1tR//2XiDep2XKBkBBy9epVAFBWVo6OjqYV0keMGNGY4c3MzEw/Pz+avEZNTY3JZEpkwP1z5uxMhPO45eWka9dW7U1LyMrKMjIyqrPUpbi4WJj2SE9PTzTyMZlMU1PTBQsWeHl5RUdH0+Pw66+/BgBLS0u8zGpY//5EuAGAyyUttWGj8TgcDk25RzV+uPjFixeKioodOnQMCireu9dPXb20V6/mLBTLy8tTV1dnMBihoaF0GGzNmpbOk9Js3bp1u/MWTd3VAm8qmDapZpZNRfz19MSlbDZwONs//hrq6lUybhwZP57MmSPmIuQWDYTk7caawYMHZ2ZmGhkZbdiwocH52OLiYlpHZvr06fTsVoednd2nMkHYOsaMIaJp4Hv1IpLeA9QGPXz4UEFBgcFgODs7z5s3j+YzEtWpU6evvvpq7969Dx48aDCZVlFREV2HtW7dupbv/yegX7//AiGP1wYvsOoPjTb+tQcP+mlpFXbrRgoKyIABBIA0I4TRmg/Tpk2LiYmRk5NTVlZumXzCEtEKQ6MFBURenigqkpIS0qULb7hZDUeKyY3fp6UDYVlZGT09ubu7i05vcLnc6OhoFovl4uJiampaJ1e1hoaGMHlNTEwMTe164MCBFu78p+Trr8mDB28e8/mkc2fp7QVsU9zd3ZWUlISbhdXU1OiRw2KxGrm47unTpzSaXr9+Xdq9/fQ4OZErV948/vdfMnNmq/amAVlZWWPGjBF+KbpI7aO4XGJpSQDIihUkPJwoKBA5uf/+jBqjqKiI7up7/vw5HV34/vvvm/D61tYKgdDHhwAQe3sSFkYAiJFRq5ypWjoQEkKE6db8/f19fX1dXV1tbGyEOYEoBQUFU1NTFxcXFoslHLYS8vPzAwAlJSWJp0T6fFy9SqZNI3R8748/SMtmZG5FdMihX79+Xl5eERERvGYl8aJLJwwMDFp+N3Fbl5JCrKyIuzvZto1YWpL3FJ/7dMXEECUlwmCQgADyyy9vtoc0aYA0KCho48aN8fHxTCZTQUFBmAjmkyCcgCSExMbGtsQEgbc3MTYm+/eTbdsIAHFxkfo7NqQVAiEhRLiOS5SJicmCBQs8PT2Dg4M/mtfju+++o0Oskqpo8Rk6doyMG0cmTiSurtIrH9GmhIeH00z/8fHx4rTD5/NpgadRo0Y1L5R+ziorSUgIuX//cx1s37qVAJBu3Uh+Punfn4wbR5qx0oXu9Vq6dKkUOvjZKS8nXC45e5bY2ZFWGoZpnUBIC7/p6enNnDnTw8Pj3r17TV35XV5eLhxilU4f0aeHbpxYu3at+E1xOJwOHTr8/PPPLbanGLURtbVk0KA3+edzcpowUFdaWkpXZo0ZM0ZHR+cTyszQaoKCiLU1mTGDDBtGDh9uxY60QiDk8/l0nbqYNTCFQ6xPnjyRVN/Qp4uWJdHX1xczr7FQSUlJcHDwqbcl9OLj4/fs2SORllEbFxFBpkxp1La0tDSBj4/PsmXL+vfvL7qyQVFREQD++ecf6Xf2k1VRQXr3JtnZhBBSU0OGDyeSqCPUPHL1hyil7fLly9HR0V26dKGJPJrNxsZm1apVPB7PycmptrZWUt1Dn6La2lqaU2br1q1aWloSaVNDQyMzMzM2NpZ+WVRUFBoaKpGWURs3cCD4+cHkyfDXX2++M2TIfz9NToZTp2DJEujXD4yNGevXHz969Gh0dDSTybSwsKBr+jZs2AAAS5curaioaI1P8CmIioIBA6B9ewAARUWYNQvu3m2tvsh//CmSRqvnrF+/nl40iWP79u1sNnvlypXiN4U+ab///ntCQkLfvn0XL17c2n1BAMoZswAAIABJREFUnwkeD44dAwcH0NeH0lK4eROOHYOHD6Gw8L/naGvDlCk/GBtPsrGxsbKyEp6IeDze1atXIyIidu3atX379tb5AG1cZSWIrpFUVQUOp9U608J3oDdu3ACADh06SKrWCSFk165dwiTgPj4+R44ckVTL6JOQm5tL7wIlPhJ1/vx5ExMTWjNk2LBhwopRSBb070+uXCFOToQQ0rs3OXHiTZ5LQ0Pi6Eg8PQmb/aHiP0+fPqVLt8SpF/0543DIgAH/zcF+9907uUNbVksPjdLyhGvXrq2zX0IcJSUllZWV9HF5eXlpaamkWkafBHd39+Li4i+++IJW6ZKsWbNm3bp169atWwcPHpR446iNmz4dcnMhOBgA4Isv4MwZSEsDDgd8feGHH8DCAuTefwYdMmTIokWLamtr6drRFuvzJ8PQEBwcYOFC8PODLVsgLQ2mTm2tvrRoIHyWlBT56pWuru6SJUsk23J6enpUVFRUVFRmZqZkW0Zt3Mvil1fuX5GXl9+7d29r9wV9hn7/HdzcQCAAIyOYNw+6dGnCa3fv3m1oaBgcHMxisaTWwU/Zzp2wdCm8fg0WFvDPP8BktlZHWnSO0FsgsLxzZ0F5ubCksqQEBwfn5uYCQFRU1JgxYyTbOGrL1uSvqfCp2Ji9UVhBQoI6derE5XLpYx0dHZqXGcmU7t1h/HjYt685r9XU1Ny9e/eCBQvWrl07efJkfX19Sffu0zd8OAwf3tqdAEaL3bPHVFQsjItTYzKvDxigIdHI//PPPw8aNGj27NkAcPz48aKiIjc3Nwm2j9qsf0r/mZQ4SYupldAvQU9e7+MvQKjR/vwTvvsOAKC6Go4dg1WrmtmOvb19UFDQ6dOnxVwnj6Sn5e4I/8zKAoBZ+vqSjYJIZvEJf13mOgDYZLgJoyCSOBoFAUBZuflREACOHTuWkJDQrVs3+mVxcXFycjKteojaiBaaI0yoqgouKVGWk5tDd41I1Pjx4wcMGEAfW1lZ0bp06LN3LP9YdFV0d6XuK/RXtHZfEHqvHj16lJSUnDp1in756tUrnM9ua1rojvCvrCwCMFNPT0de8u84evRo4WNzc3OJt4/aoGJ+8ZasLQCwr9M+JYZSa3cHIfQJa4lA+LqmJrC4WJ7BmCuF20Ekm7Zlbcvn5Y9qN2qa5rTW7gtCH3fr1q3CwkIAyM3NVVZWbu3uoHe0RCC8lp8vIGS6nl4HzP+CJCG5Jvlw3mE5kNvbEYeY0KfB2tp67dq1ABAZGenr69va3UHvkGIgzONyS3g8ABivo9NTRWWAmpr03gvJCAEIyvhlP2b+WENqvtP9zkLVorV7hFCjaGpq0vUydKMXalOkGAhPZmUVcLkdlJQAYK6BAd4OouYJrww/UXCiQlAxRXOKlarVrJRZTyueqsupbzPa1tpdQwh9DqS4j/C39PSRWlrWGhpSah/JgpfVL2ckzzhlfMpQwfCvgr8ctR1XvV41TH2YhpzGj+0bKO+MUBtUW1vL5/NpXkkej1ddXS3xpCJIHNINhOV8fkclJXUmcz4uk0HN8lPmT72Uei3We1NTIr02fWn60ps9brZurxBCnxPpLpbpq6raT01N4QOJaRH6oIzajIkakk+ljRBCQtINhN1UVAbiCAASQ3uF9hxu61UpQwjJALxXQ23aHO05B3IP5HBzACCpJqm1u4MQ+gxJ8Y5wYYcO7TCtKBLPULWhWw23Oqc7C4jAWNF4s+HmASoDWrtTCKHPSstVn0AIIYTaIBwaRQghJNMwECKEEJJpGAgRQgjJNAyECCGEZBoGQoQQQjINAyFCCCGZhoEQIYSQTMNAiBBCSKZhIEQIISTTMBAihBCSaRgIEUIIyTQMhAghhGQaBkKEEEIyDQMhQgghmYaBECGEkEzDQIgQQkimYSBECCEk0zAQIoQQkmkYCBFCCMk0DIQIIYRkGgZChBBCMg0DIUIIIZmGgRAhhJBMw0CIEEJIpmEgRAghJNMwECKEEJJpGAgRQgjJNAyECCGEZBoGQoQQQjINAyFCCCGZhoEQIYSQTMNAiBBCSKZhIEQIISTTMBAihBCSaRgIEUIIyTQMhAghhGQaBkKEEEIyDQMhQgghmYaBECGEkEzDQIgQQkimYSBECCEk0zAQIoQQkmkYCBFCCMk0DIQIIYRkGgZChBBCMg0DIUIIIZmGgRAhhJBMw0CIEEJIpmEgRAghJNMwECKEEJJpGAgRQgjJNAyECCGEZBoGQoQQQjINAyFCCCGZhoEQIYSQTMNAiBBCSKZhIEQIISTTMBAihBCSaRgIEUIIyTQMhAghhGQaBkKEEEIyDQMhQgghmYaBECGEkEzDQIgQQkimYSBECCEk0zAQIoQQkmkYCBFCCMk0DIQIIYRkGgZChBBCMg0DIUIIIZmGgRAhhJBMw0CIEEJIpmEgRAghJNMwECKEEJJpGAgRQgjJNAyECCGEZBoGQoQQQjINAyFCCCGZhoEQIYSQTMNAiBBCSKZhIEQIISTTMBAihBCSaRgIEUIIyTQMhAghhGQaBkKEEEIyDQMhQgghmYaBECGEkEzDQIgQQkimYSBECCEk0zAQIoQQkmkYCBFCCMk0DIQIIYRkGgZChBBCMg0DIUIIIZmGgRAhhJBMw0CIEEJIpmEgRAghJNMwECKEEJJpGAgRQgjJNAyECCGEZBoGQoQQQjINAyFCCCGZhoEQIYSQTMNAiBBCSKZhIEQIISTTMBAihBCSaRgIEUIIyTQMhAghhGQaBkKEEEIyDQMhQgghmYaB8LNy//7958+f08dRUVF37txp3f4ghFDbh4Hws/L48eOIiAj6ODY2NigoqFW7g2QRh8MpLy+nj/Pz8wsLC1u3PwAQFwdvrw/h5UtITW3NzqA2CAMhQugjLl265OPjQx8/fvx4z549H3jyzp07g4OD6WNvb+/z589LvX8fc/UqTJwIWVkAAFeuwP37rd0h1FyFhYXe3t70MSHkwIEDEmkWA+Hn5uDBgxMnTpw4caKHh0dr9wV9JnJzc7Ozs+nj4uLitLS01u1PM0yfDmvWtHYnkNiKiorOnj1LHwsEgiNHjkikWXmJtILajh9++GHx4sUAcP78+aioqMa8hM/nM5lM+lggEMjJ4eURqquioiI/Px8ASktLP/rkixcv0mPvwYMHkydPlnrnGmH0aLh6FXDSHDUIAyGCXr16JSUl0cdjx45lsVhdunRp3S6htubatWvx8fEAwOFwTE1NG3wOIYSGyV69ellZWQFASkpKS3byww4cgGnTYOrU1u4HEk9YWNiECRMk2yZe+39WdHR0NDU16eN27drp6em1bn/QZ2Pu3Llnzpw5c+bMTz/91OATXt25Y2Fh4eTkBAADBw4cM2bMmDFjevTo0aK9/KDOnWHOHPjrr/++ExQElZWt1yHUFDk5OR4eHgKBYPDgwbdv3759+/bNmzcl1TjeEX5WXFxcOBzOli1bjI2Nv/3228aPSvn5+dEHBQUFUusdkoydO3d279599uzZAHDmzBkOh7Nu3boW7UFFBSxcCDk5IC8Pa9eCuTlMmtTz1avsmv+zd95hUR1fHz9bKEsRqVJEEUUUUQQEC6Ko2EGNSmIBFTVo7JooKhpixxgVY0Hs2AVEKdbFgoiCLiDSO0gvu9RlF7bM+8fIzQYQKbuIeX+fxyfP5XLvzOzmcmfmlO+pLy8v787Lr82b4fr1z8dHjoCrK6xbB3///U3H1P3w9vY2MjKytrYGgMDAwIaGBgcHhy4dQVERvHkDCgpgZQUKClBUJDx6dOLNm0lFRfLy8pLo8H8T4X+N7OzsPXv2jBkzxtnZ+fOp5GTIzn6irx9AJlNIJABYqak5iEKh0+nBwcFLly5FCOXl5eFruVzutxr5/2gj9fX1PB4PH/N4vPr6ekn3aGxsTPTYR1fXOiICzp0DGxsoKYHJk+HePZCSIlMoTzw9DRYvLi0t7dmzJ77YycmpO7icN20CPAoqFSIj4d07+P13mDcPdu2CU6dg5kwQt6Xt+yYjI0NdXR0fFxQUcDicLu3+2TNwcwNnZ0hPh507ITgY5s0jR0Z62dgcs7Q0NDSMiYnBF5JIpL59+4qlz/9NhBLn559/Pn/+PD5et27d8ePHpaSkJNedHpf71/jxWoMHf/75l1+gshJGjSr98GGqtvbc+fPh9m0ICkpgs+c8fw4ANBqNRCKtXbsWX+7v7y+5sf0PcZGamopTFNLT02k0muQ6Cigru1derqilBQCPz59/6+NzcNmyn3r3BhsbAIBevWD5crh7F65cATW1oQoKACDqYO7Vq5fkxtZ2ZGU/H/B4wOWCvT3U1MCIEbB7N+zeDStWQHw8KCt/0yF2MxoaGvD8RyyAJASLx+MihI81paXJALBtG9y9C3p6AABaWnDkCGzbBjduWO/aNW74cACYMmUKvp5MJoeGhoplGN9+sfaf59mzZ8TxixcvBAKBRLvTYTJ/DQtbVF4OAPD2LXz6BLduwcaNsHx5TVpaaXp6qbs7BAcbJSWNGjnywIEDa9askeh4vheePn26adMmfJyWljZ79uxvO57WSUlJCQsLCwsLS0lJkWhHdULhHDW1MwYGZwwMOHFxERER5UlJoKHxzxW9ekFpKejpgYKCREfSeeLjYeRICAmBAwcAAFauBGdnsLSEggLYubPhW4+ue3H8+PGFCxcuXLjw0qVLEu1oV07Oqfz8S0VFl4qKGoRC4POBxfo8CwKAlRV8+AA//AD+/qThwyU3jO91R1hVVUVEhVRWVhKmmP8BFhbg7Q3YYhAdDdbWn8+TSC/HjcusqYFTp/5gMskzZ77V0sK/OXr0KHH3zp07u7OPR3IIhUJi8St63D2ZPXu2o6MjAFy+fDk/P1+ifeXX18fV1gJAT2VlAMijUiE9/Z9fp6ZC//4SHYC4iImB2FhYvx7i4uDBA3jyBNauBR8fcHHJ9/efMnPmn3Z2dhIdwNWrV8vKyn799VcACAsLu3v37t/d1T/p6uo6d+5cADhz5oykTaPrdHS0ZWQ+/0AiQeMGEQCAywU5OYn2jvkuJ0IOhzNmzJjExET8o7m5ORH93w2pqKgggn0lnon87BkcPgwkEsjIgI4OSEmByAvdPiVlroEB/PBDk5vmzJlDHE+ePFmyI+zGFBQUPH/+HAAIj+n/AIAsLlemuhqIiVAohAED4MgRcHKC+Hi4exdev/7WY2wTS5dCcDDcvQsrV8KFC2BiAi9fooQExty5EZs3J69YsSI+Pl5DdLMrbhoaGgiHLp/P/58/HnOvvFyRStWSlp6srAwkEgwZAq9ewbhxAAD+/jBhQheM4bucCL8vlJWVnzx5go+HDBkiwZ7y8mDzZnj2DNTVITkZ5s+Hq1dhwwZwcwMyGfh8yMyEhQslOIDvnNLSUgaDAQBlZWXfeiytMWPGDMIEMnz4cEmnKIxTUpqnrg4Al3r2BICKigq4fh3OngVXV9DRgSdPoNE20/3x8oLXryE0FB49Ai8v5q+/TndxyYiLiwsKCnrx4sXq1asDAgIkOoDc3Fzs3I2Pj5doR51hxIgRRBCKoaGhpK0jfWVlVaSkejZqesDff8PSpdC/P1RWAo32r3wXifG9ToRVVVXXrl3Dx/9bWH3m0SNwcAAc7jV4MBgbA5cLs2bBhAkwYoRBRYX0jBnQPYIXuiempqY4DyElJWVLN9bjGjlyJD44ePDg/v37T5w4YU0YwCVJT2IiPHwYYmNh2zZoHMn3gro6nD4NS5eiu3dvnT07cvRo3YCA9ytWrLh48eLw4cPv3bt3+/btBQsWSG4A2dnZYWFhAJCVlUWldtPXL87MAYDDhw9fu3bt1q1bEu3OTEHhH9MoANBosG8fGBhAjx7Qo4dEuyb4joNlSI1864F8hWnTphHHkydPJsTMxA+T+a/QN1VVYDJh4kS4dAmcnUedOmU2f/6NkpIlKSmMmhpJjeF/dCGampocDufevXsSar+0oWGYvLxxY+aWsrIyAFRWVoKfHwQEAJstoX4lyrx54OjoHhq6eNmyZWfOnNHQ0KDT6U+fPj127FifPn0kHeZqY2Oza9euXbt2LV68WKIdiYXU1NTExEQx5q23CV9fmDgRdu/uslkQvt+JUElJybERWSI4uluCZWFzcnKcnZ1ramokmDthYABJSf/8mJAAAwfCokVgYAACAfY5FzY0JLHZid/PKyytrm5WQsKa9PQ16em3Sksl15GmpuasRvUtTU3N9evXS64vcTF79mwqlRoaGlpZWSn2xhHAlszMPbm5so2JgHgirCgthfh4kJcHKyuxd9o1HD78q66u7uvXr69du3bq1CkA+PXXXwcNGpSYmDihSzxS3wszZswAAMlNhE9ZrHU6OmpNXolYEHbSJAl12jJIrERVVz9kMvE/vlAo3sYJ6urqjIyMiB/19fUl1JEYKSoqIpFI8vLyXC5XUn3U1yMLC+Tjg5KS0KFDaO5clJ2NAJCyMuLz8SVB5eXmDMb2zExJjUHcJLLZO7pktOvXr1dQULh+/XoX9CVGbGxsAODmzZtib/lZRYU5gzE1Lo4rEOAzOTk5ANBXVRUBoJkzxd5jV0Kn00kkkoyMzMePH2fNmkWlUrW1tQWNn1RCPH78+N27d/g4Ly/v2bNnEu2u81RVVUlLS1MoFCaTKfbGX1dWmjMYTklJ/zrL5SJ5eUQiocJCsffYCmLeEV4qKmLxeHyE+KIhsOKGzWbjEGTMuXPnJNeXuNDU1Bw+fDibzSZKtYkfLheePQMmE86eBQ0NuHMHHj8GALC1hUZ77GA5OQBI+a4EFsv5/Mjq6sjq6mo+X0JdcDic69ev19bWfklOutvyww8/AIDYraMI4EJhIQCs0NKSadwRfvYR4uoT37kWi62trYuLS319va+vr6enp6KiYmFhoWgekdipq6tzcnJydnbGRTx69+49ceJEyXUnFnr06GFlZSUQCOh0unhbRgBnCgsBYJqKyr9+ER4ObDaYmEBjclfXIH7TqK2ysr2qqr2qKkVi3rvz58+vWLFi586d+MdJXbyJ7ijYWUhEkIqZT5+gTx/Yuxc2bYITJ2D5cqBSPxsZGoUYAEBfVlaWTM6vr6+RcF6/GKnl81Pr6lLr6mqFQgl14evrW1FRMXLkSFNTUwl1ISHmzp1LIpEePXok3mSv0IqKNA5HU1p6tkhSaY8ePSgUSg2PJwAAEc/3d8pff/3l7++/b9++fv363blzh0Qi7d69u42VyzrA5cuXy8rK5OTkvq88XQlZR+ksVmpdnbqU1LxGLbfGX9ABvsEyS/wT4b7c3F8zM8/hatASQCAQ4C0gNgp9R+Bswsd4lyZ2duyAqiooKgJi/cHnw/PnAAC2tsRVZBJpAI2mRianlZRIZBgSQE9Wdqmm5lJNTW1paQl1gTXwcB3H74vevXubm5vX1taKS2sKAIQAF4uKAGC5lpa0yHKWRCL1kJNDAFV9+oCBgbi6+1YoKCjMmzcPH0+ePHnVqlX19fVLly5taBC/yoxAIPD09AQAV1dXsTcuUfBE+OjRI6H4lqFChPAEsUpbuyQ/n9huVlVV3fX1BQDo+mxm8VpaV6WmZnM4bD6fKzFr+927dwHAwMBA0gZ9scPj8bAaTm5urpibjolBZDKSlWVnZx/Ly8P/7r99iwDQoEFNrt34668A8Ndff4l5DJKhC3yESUlJJBJJUVGxurpaoh1JiAMHDgCAs7OzuBoMePDAkU6f/fEjT8TNz2AwnJycKGSyLIk0VFU1Pj5eXN11E2praw0MDADAzc1N7I3fvn0bAPT19fmN3vrviP79+wNAVFSUuBq8V1ZmzmD8EB/PFwrpdPrPP/+Mz2dERk4GQHJySHKBFF9A/DtCGpksR6HISExy/vTp0wCwbt267qBq3y6oVCr2CjwVe53sjRtBKITNm7k6OoyaGmyatgwLA/iXXRQzdPBgAIiOjhbzGCSDprS0naoqPm4QCg/k5l4V917W29sbIeTo6KioqCjelrsG7CYMCgrii8OHKhAIdv766/XJk+clJFBJpIaGhhs3blhaWo4YMeLatWtChLgIxTOZpqama9asKZVkHG8XIy8v7+PjQ6FQDh06JHZH/vHjxwFg27ZtEsyekhjYpyMu6yiXy903f/7ggoJfNDWbuM+evn0b37NnqJMTiKYVthkGg8FisfBxUlJS+/ShxDuvrkpNLa6vJ34sb2gQb/t48a6goFBZWSnelruGs2fPAsD8+fPF2ejduwgAqaujykpmQ8PylBR8+uLSpe+MjAQPHjS5HBcxMTQ0bEvb4eHhfn5++Dg1NfXMmTNiHHh7iaqqGsFgWEZHx9TUiKtNDoejoqICANHR0eJqs+sZNGgQADx//rzzTfn4+ABA//79CwsLPTw8dHV18YtCSUlp9erVVCoVZ+7i/5qZWe/fj9jsjnRUWVnJbryztra2qqqq84PvPNh0qa+vXyO+ZwxbrTU0NOrq6sTVZlfy4MEDALCwsBBLazgiaejQodikR6fTe/fuPWXKlClTpmB9u3379ok+DOHhiDAJvXqFamu/2LKjo2NERAQ+3rVrV7siwMW8qTptYNBLWhoAhADH8/N/SEzMFavsy6lTpxBCS5YsUfp+VJ1EwQb3p0+fiku1qKGhIevqVQCAPXuw0lUmh7M6LW1lUtKvGRlzra1X6OkdzM29VVr6rrq6sKgIAIyNjWVlZdPS0qqqqr7afk5ODhE+UFZW9vbtW7EMu2NY9uixVFNTgJBrVlaZmL5APz8/FotlYWFhZmYmlga/CXhT6OPjU1FR0a4bMzIyiONPnz5xudyDBw8CgL6+/oABA7Zv356Xlzdw4EBPT8/CwkJbW1s+nz969OhBgwZt377d3t6eRPp91y4YOBDOnYP2Rl8dOXLk/v37+Pj27ds4n++bs2fPnmHDhmVlZe3YsUNcbR45cgQA1q9fL9GCWZJjwoQJcnJy0dHRxcXFnWyqtrb28OHDAODh4UGY9KZPn/7kyRMieCI9PV1dXX3p0q0nTkBmJhw6BAsXfn66Dh4ECdkgxKzxQ2x1yQAVfH6dQLAtK+vqoEFisZTW1NRcv34dAFavXt351r4Jurq6RkZGSUlJUVFRY8eO7XyDXl5emwIDD9rb72gM9OhPo50dONDPz+9iRIThL7/EczjxHA4A0EikCAsLpR49jIyMFBQUuFyuq6trv379WmmcTCZrdW0Q81dZo6OTXFcXVV29Kzv7jIFB5yOTv98wGVH69OlDpVJ9fHzwfk5WVla5GTQarfn5mTNnpqenY5GH5cuXGxoapqamAgCdTieTyfb29hs3biSisnHA88yZM3/77be8vLyTJ09u2WK7dSswGNxVq5acPu1rYwNv38Lbt0ChwI4dYGnZXOC9uyMjI3Pz5s0RI0acPn16xowZ06dP72SDHz9+fPr0qby8/C+//CKWEXY9NBpt8ODB0dHR48aNGzRokJqamqqqqoaGhpqaGj5WU1NTV1dXbkNFx6NHj5aWllpZWeEtgShxcXGlpaVYHUUoFObmal69CnfvgqIimJjA6dOwYQMAQFkZPHkCLBawWEClxqSm7mOxWCwWa9y4cQDg4eGBt5XR0dHYTNJGJCh2t71PnyQ2O5PD8czPdxWp1dlhLl++XF1dPXHixKFDh3a+tW/FtGnTkpKSHj9+3PmJsKKiYt++fQBgsno1/Fu3ELshp5eWTre3z+Jys7jcioqKpJ49WSzWmzdvAKBnz57e3t6tt0+lUi9fvnzz5s13794BQGVl5cCBAzs55k5CBtinp+eYnBxdU+NVWLhOR6czraWmpr5+/VpBQUGi8pKS5smTJ5s3b+bz+VJSUgoKChUVFVwut6ioqKhtkdsyMjI9e/ZUVlYuKyvDz4aUlNS8efN+//33wUR5ZwBofKimTZsmLS3N4XCysrJsbODdO7hxQ7BiRQqJBPLyQCbDuXOA3/kIQVkZMJnAYgGTCWz2s8LCOCaTyWQyVVVVSSRSaGgoNku8efOmSV/fkCFDhvz+++87d+78+eefP378qNIk0a2d/Pnnnwihn3/+WbXR1f3d4eXlFRMTQ6FQ0tPT00UrcP0bKpVKzItqamoaGhrEsaqqqrq6OpVKPXbsGADs37+fuEtKSkpeXh4any5NTU0fH5/jx48/f07W1oaxY+HBA/j1V/jpJ8ARvnl5QKwoTExq4uI+GxW0tLR69eq1YsUKc3NzAPjrr7/a9RklOBHKkcke+vpLU1L8yspMFRSmdO55Qgh5eXkBAFFL/Ttl0qRJx44dO3PmTFVVlaamZu/evbW1tXV0dHR0dNpr7923bx+TyZw4cSKxvKKQSDoyMtD4VM2ysTHt0cMSS/b16XOEySwpKUlMTHR2dv706dPChQv7tLpAwbaLRYsW7d27FwAiIiK+Ond2ASpSUvv19X9JS4vMytKLi7NrtrRsCykpKc+ePcMuzzlz5nynYTIAcP/+/YULF2Ld+T/++AMn13I4nIpmcLnc5udTU1MRQvgYAOTk5ACAx+Pdvn375cuXI0aMGDt2rJWVlYWFRVZWVm5urpqa2vDG+qj19fWFhYUAMHo0Z+BAuHcPLlyAzZvBw+PzRpDD+VcFX2vrW+HhF/HxoEGD5s2bp6ysjE0O3c3T4erq+ujRo/Dw8I0bNxLi/h0gPT3d19eXSqUSNZ+/LxBCe/bs2bNnDwAIBAJ/f38pKany8vLy8vKysjJ8wGQyy8vLS0tLq6qqiouLWzefUqlUeXn5S5cuxcXFjR071tTUdPz48ePHjwcAnETh4eEBACoqKvPnw/z5AAAPHoCsLOzfD9u2AQBoa8OqVaCiAioq0KvXMEXFeyoqKsrKyhoaGr/99pu6unrv3r0BoL1/0ZKVPx9Ao23U0fkzL+/Qp09DaDSdTpjInzx5kpKSoqurSwhCfo/U1tbu37+fRCJVVFQ0d4rIyspqa2traWk1+a++vr6urm4TkdKsrKwzZ86QyWTsgcAoUal79fTQ6X7fAAAgAElEQVSSk5M/ffqkrq5uYmLSpItevXr16NGjuLiYQqGcO3dO4WtVxbEturthpqCwjs1eamPzUEkpOjq6dQMvQUlJyatXr0JDQ588eUIUhpSTk0tKSuLxeBLUgJUYPj4+K1eu5PP5NBqNw+HgSqoAQKPRaDSatrb2V1sYMGDAmTNn2Gx2TU3NwYMHCwoKAGDKlCkfPnwoLi4OCQkJCQkBAHl5eWz4mjZtGuHaSU5OdnNzAwA+n08iAf6fQKPBnj3w22+gqws0GmhqgpISqKqCigoYG0+zsFBSUVFRVVXt3bt3ZGSkubk5roXJZDJLulNiK5lMvnLliomJyfXr12fNmuXg4ND2ewsLCyMiIl6/fh0dHf3u3bsePXoYGhoSVY2+I+rr65cvX37z5k0KhSIQCMaMGUOkXbYIj8cj5kU8NRLHTCaztLQ0MzOzurqaz+dfu3YNLy+UlJQsLS1HjRplamr6+vVrMpn8JbUdOzu4eBHi40FTE86eJU4rA8xp8fp20554nw6yNTNzcVCQ1fjx9SIBpW0kMzPT29vbwcFBXl5eRkZmzZo1khhh11BUVEREZFhZWZ04cWLbtm2Ojo42NjaGhoZyrRZiJpFImpqaZmZm9vb2q1ev3rNnz4gRIwDghx9+KCoqapJSiVN3HR0dWxwGDg0fPnx4W8YcGhrq4+ODjxMSEg4fPtzJL0FcCIVC/GdpYmLSSjAek8m8e/fumjVrDA0NRb/PXr16LVy40NPTE0dFbtq0qSsHLxY8PT1x6Ca26w4ePLgDjfTv31/YmCw4adIk7Gjx9/dHCBUUFPj6+m7YsMHQ0BB3ZGlp+fDhQ3xxfHy8vb09Pq6trR06dChCaOdOFBiIEEL29mj8eBQQ0FrXbm5uN27cwMcXLlw4cOBAB8YvUXCmlpqaWlFRUSuXlZWVhYSE7N69e+rUqUSdSAyFQiGRSLKysomJiV02bLHAYrHwRk1BQWHMmDEAcOLEiU62iR3YU6dO9fb2dnJyaiJnSKFQWgxMnTED5eQghFBuLpKXR1lZX2y/rq6OSNPkcrkN7clZ6IqJkFVZiRdEv/32W1uuT0xMPHXq1Lx585poEZFIpH79+nWTMOv2kpmZidN18YI6Nja2+TV1dXWZmZnh4eFY/9DV1dXBwcHKykpfX7956TJR1wWFQtHW1jYzM5s5c6azszN+uV+9erXFkeAd5OrVqyX8iSVOdXU1nt5cXFxEz9fV1dHpdFdXVysrK9HvTV5e3tbW1sPDg8FglJaWPnjwACEUFRUlIyMDAL6+vt/oc7QJNpsdiCcZhBBC169fHzduHJlM9vLywoUydu7c2YFmm0yE2O/g6uqKEOLz+bdu3SKMCoqKiqKvwtYnQvzOan0izMzMLC4uxseFhYU5+G3XnRAKhThYhvikGB6Pl5CQQLzNm1SC09LSsrOzc3d3p9PpbDZ7+fLlAGBsbNzNcycePnxI/O94/fr1oUOHAEBHR+fNmzc0Go1MJhcUFHSyC1yLeMCAAcQZX19fYm+grq7eYhdVVejiRcRgIIRQdTWSkIxKV0yECKGoqChpaWkSiST6xyxKZmamj4+Pi4sLkbdEPFUODg7e3t6pqanYC+rg4NA1YxYj7969w7FM+vr6eGXd3hb4fH5BQUFkZOT9+/dPnjy5c+fOLVu22NraGhsba4j6YRqZMWNG4Rfk2+fPnw8Aly9f7uyn6gbExcXhnfTFixcZDIaHh4etra1oWS4qlWpubu7q6kqn0ysqKvAEaW5uTiaTSSQS/opOnjyJV77dedmen58/duxY4kd9ff3KysqQkBChUIgdvURZg3YhuiBLSkry9/cHABsbGx8fH2IP3atXL3d3dyJzt7S0dNGiRfn5+efPn8dn6uvrsakgLAx9/Pi5NTodZWd35JN2KwoKCvCK86+//goKCsKrqyZZEPLy8lZWVhs2bPDx8cnKyioqKrp///7OnTunTZvG4/Fqa2vxN9nNrQ4LFiwgtGO2b99++/btY8eO5eXl4W3chAkTOt8Fj8ej0WgkEqmsrMzX19fS0hJ/gbKysk5OTsnJyfiy1NRUoYikUVoaAkC6up3vvzW6aCJECGEvqLq6en5+Pj5TWFjo6+vr4uKip6cn+mD16tULT34JCQnFxcW3bt36448/EEIZGRnYqX727NkuG3YH4PP5xK5cKBRmZWXhsKgZM2Zg0xOWMhEjb968cXBwkG6U4lRTU4uJifnSxdiZTDx23zsXL17Ef0ui++MRI0a4uro+ffq0srLy1atX7u7uY8eOFfUC0mi0SZMmJSQk4EaWLFkCAIaGht1WZa35RIgP3r9/j1fuQnFUPcNphcQWR19f39PTk8PhiF4jEAjCwsJavP3CBUSlog5tTbsvN27cAADpf+vc6uvrOzk5eXp6hoeH19bWMhgMT0/P5htEvM5gMBh4GxASEvKtP80XaT4R4mMciCeuVy7e/xFrd7zGKi8vF71m1qxZKY2qIAghP7+uqPrVdROhUCi0s7MDgCFDhjg7OzcJcNDQ0Pjxxx+9vLxSUlKqq6uJlTshY1FWVoYQ8vX1xW+9Vl7035yAgIAtW7bg49jY2Llz57q7uy9ZsiQ1NRWXJBSLdbeiomLv3r2+vr62jZraZDLZ1tbW19eXMJSHhoZeunRJ9C4cDdGzZ8/vTqn1S/D5fGVlZRUVlb59+7q4uPj6+jKZTMK1LBqOSKFQiN1hk5d7bW3tkCFDAGDBggXf6oO0Tn5+vqqq6uxG+vTpg89v27YNADrvOy8rK3N3d1dRUSHLyMgPGzZk5EgfHx8ej9fKLUKhcMmSJe/fvyfOzJ2LAFD3Xqa2m+TkZBKJpKSkZGdnt3//flwGOSUl5erVq2vXrh0xYkSTMKsePXrY2tq6ubkFBQUR6yq8DdDQ0Gjd3fgNWbBgwahRo6ZOnTp16lR9fX08EbJYLGlpaSqVWlJS0sn2s7OzXV1difXEsGHDvL29m/wZNqGoqCg/P//33xGAxFdXXTcRIoRKSkqUlJSIHG1FRUXCZ1NRUREUFLRp0yYTExNREVF5eflp06YdPnyYqAzp4uICAAYGBt128d58IkQICYVCrFWxfPnyzndRWFi4a9cuIuZTSUlpw4YNWc38yJmZmW/fvhU94+fnBwDTpk3r/Bi6CUFBQQCAfV1BQUHz589vkrA1ZMiQDRs2BAYGti7Ll5qa2qNHDwA4ffp0pwbEZqO9e9G8eWj9+tY8++0kPz/fysqK00ifPn28vb3t7Oxw3VQKhaKvr49r7Hl6etLp9MzMzDaudYqLi93d3fFnBwCLixfNGYzgsrKv3vjw4UNLS0siAq6+XqikhABQ93P2dYpVq1YRS42jR49OmzatSeY4lUo1MTFxcXG5dOlSQkJCi1+7QCDAugTTpk0Ty95d7DTZEV67du3Bgwd4zGpqauvWrTtx4sSDBw9SU1PbFYSCEIqOjnZycsLeeqqycr+FC38+f/6rXwKPxxs/fryHh8ecOQgA3brVwc/VRrp0IqyoqJCTkyORSDt27IiJiSF2flZWVk3MVlZWVnjl3ryeO4fDwZlM3XbxHhAQYG9v7+fn5+fnd+TIkblz5wqFwqioKOxsOHjwYGxsbEVFRccaDw8Pd3BwIGJATE1Nvb292V9TeywvL1+2bBmPx/vtt98AwN3dvWO9d0NmzpwJjcU0sLwAiLiWP3361Pam7ty5AwBSUlKEYmFHmDYNXbiAqqvR69do8GD0b7NPh8Gm0Xfv3rm5uQ0bNoz4Y5GSktLV1W1RgF5BQcHU1PSnn37atWvXtWvXoqKiWCyWaJuZmZkbNmwgrMpWVlahoaGXi4rMGYzDbfveCEHOK1euzJt3GgANHSqWj9tdYDKZ8vLyJBIJuxIIoRkiIiYoKKiNf8t4Tw8AJ0+e7PywUFISEquSM54I2Wx2UFCQsbExEcRu0FK9LS0tLbzq8vDw8PX1ZTAYtc00QAUCQVBQEGGvkpaWdnJyuh8XZ85gLGyDM76qqur3338XCAT6+ggAXbnSERd42+nSiRBn+0+dOhUhdOjQIdGIPmlpaWtra3d395cvXzaf/JqQlpaG8yU7G/GRlYW2b0crVqBz55D4yqMEBARMmTLl/Pnzp06dWrBgQb9+/XR0dABA598yKLKyssQqnnievrRrqa6u9vb2JiR1pKWlHRwcLly4cP/+/bYMydHREYcC/vnn8pEjjZ88eSSuD/tt+fTpE4VCkZGRKS0tRQilpKR4e3tnZGR0uMENGzYAgK6ublkbtkQtkJGBrKz++XHPHnTqVIcHg+FwOHQ6fcWKFTIikvxkMtnOzg6Li1ZXV7PZ7Pj4+Lt37x46dGj58uVWVlbqTeqdNqKurm5lZeXs7Dxp0iQ8fVIolIULF8bFxeHu3lVXmzMYS9vjQk5ISNDQ0Jg/PwbA2dUVIYR4PN7kyZM7+cG7A7jE1cxGD9XTp0/v3r2bl5fXsdbu3bsHADIyMsS33W6EQrRyJZoxA23ciMzM0NOnHWzn35SUlGDlBNFnzNTUdO/evaGhoUFBQceOHVuzZs2UKVP09fVbLKBBJpP79u07adKkVatWHTlyxM3NbcCAAfhXKioqO3bswIFpXIHAMjp6ZHR0fdvMFdXViERCVCp/xIhRL168IM6/f/++dbNqe+lSHyEW6AoKCkII4TxN7LMJCgpqr9vs1q1bACAvL9/xSL+CAjRkCHrxAuXlITc31FgTq/McP37c2tp6/PjxojN9nz59Fi1atG7dOnt7e2Nj41Yy2dXU1CwsLBwcHLZu3Xr69OnLly+vW7eOsFzp6Ojs27evuLiYx+MZGxs7ODi0pcIZvl4obIiJkXv/HqKjX4jrw35bdu3aBV/OmOwADQ0NWPpu0qRJ7Ssdl5uLAgLQixdo8eJ/Tl69ilxd0ebNaN485O6OfH1RUhJq1fFGwGQyfX19nZyciP/1+ClycXEJCgoSXSy6uLhISUnhRdWGDRu8vb2xaZTFYjEYDF9fXw8PDxcXFysrK1G5jd69e0tJSTk5OYkGJiCEavh8CwZjdHR0fZsteH///ffVq1cNDFIBpr58iRBCDQ0NbSxv0p1paGjAkWWhoaHiahOr2g4ZMqSD2RR+fogoPFlcjAwN2/g4tUhOTo6np6etrS3xpiKTyVZWVh4eHlhyCCGUkJAwe/bsX3/91cvLi06nZ2dncziczMxMOp3u7e2NU7zMzc2bRNLi8HgcbNVks+iQkGDOYCS3rWTJ69cIAElJfczOzu7Xrx9x3sbGRrxVXbtuIsS1PPr27YvfL3V1dZ108i1duhQ/Ul81DLbMvn2IsFEIhcjAAHUihoXNZtPp9A0bNoiKllEolMGDBw8ePJjBYGCb+JUrV4KDgxMSEthsNn5PBQUFiT5PzZWBiPegubm5j49Pew30/x7kewYDgoNlLl68+Pr1a3zyyZMnd+/e7XCb3xAej4fFU8LDw8XYbGFhoaamJgDgWOXWYLMRnY5cXZG5OSKREIWCoqKQjc0/Fxw8iE6cQIMHI4B//klLo2HDXFeuPHjwYGBgYBNnXlZWFn43iToLjIyMXF1dw8PDW/Ss4HyY5igpKY0YMWLRokV79uy5desWg8Gorq7Oz89//vw5zpX+Ug77vIQEcwYjsT1/Vp8+IYBUCsU6MTE1NTU1MTHxPzARYlklY2NjMXr12Gw2FoPesGFDu2/m89GmTcjf/58zNjYoKQm5u6NLl9DTpyg5GbVhfk1ISPDw8LCysiICXGVlZW1tbXGNkSYX4y2HKMSqizBlJSQkcDicjIyMx48fnzp1auTIkQDw008/tegu3ZWVZc5g3G+bxSUtLeTw4bMHDz5CCEl0IpSsxJooWKZh7dq1eGfd+Yokp0+ffv/+fWJi4saNG3ENgTbB40FUFFCpkJsLI0Z8Pkkigb4+JCWBgwP06wf6+qCvjw94/fpJfVmqKisrKzQ0NDg4mE6n19fX45OqqqpmZmaOjo5YDS4pKQlnQAqFwlWrVhGXKSsr6+vr6+vrYx01BwcHfX19Q0PDmpqanEaSkpKuX78uLy8fGRlpbGzc4hjy8/PxuvWrVFVFAICenv2bNxk4owMAcnJyiGqW3xeBgYGFhYWDBw+2srISY7NaWlo3b96cPHny3r17LS0tm9QfEAqFHz58QJGR5v7+EBEBDQ2ff6GkBBMngqoq8Pnw8CHMmAE5OXD9OoSGwoQJkJAA8fGQmAgJCZCTg7KyjsTHCxHCt8rLyxsZGenq6qakpCQlJeGT0tLSU6ZMmT17tr29fZPk2ib4+fnV1dWlpaWlp6enpaWlpaWlpqamp6fjlRaDwRC9+Jdffjlz5szLly/DwsIaiMH/GyN5+RwuN4nNNmpV7UiU6uoX8+fXPnmSc/bsKfwttfHG7szff/8NAJs3byZ1usgJgZyc3I0bN0aPHn3y5ElbW1t7e/uv3FBSAu/eQUQEhIaCuTnIyoKoP5hCgcJC2LPnX7eoqUVPmbK3trZv3766IpSUlDx48OD27du4wAgezMSJEx0cHObMmSNqeBDFxsbG398/Q4SCgoKsrKysrCzRy6SkpPr167dkyRI3N7eampqoqCg9Pb0WXdeGcnKPWKzUurqvflcAICPzYNIkr969jwFMQwgRkq2i5cPEQhdNhJmZmY8fP6bRaFhnQSzIy8vjrMwLFy6MHz/e0dHxi5cKhZCc/PlhevoUqqpg1iwwNgZRfdiiIqirg/x8yM8HkfrUBVZWg6Oj8YzVr18/fFBXVxcREfHw4UPiaaBQKGPGjMF1W0xNTUX/crBAEQBwOBxnZ+ecnJzs7OycnJyKioro6OgmleJJJJKWlla/fv309PROnz4tLS19/fp1gUDQ4iw4c+bMt2/fysrKpqSkfOk5FoXLZQBAr16TAD599eLuD1YAX7NmjRjfU5gJEyb88ccfu3fvdnR0ZDAY/fr1Ky0tDQsLCw0NffDgQUFBgb2lZdC7d0ChgLk52NqCrS2MGwc4NPzePdi9G/7+G3r0gGvXQEsLtLRg6FBYuPBz62x2fWrqhbi4pKSk+Pj4xMTE/Pz89+/ff/r0qaSkRFlZ2dbW1s7Obvbs2W2XopaTkxs+fDghh42pqKjIaiQxMTEpKSk1NbVXr14AgD2IZWVlLbZmp6pqIi8/ug1PFIGMzPFFi4KZTGM8efB4vO+6RAwAhIeHv3v3Tl1dfdGiReJt2czM7MCBA1u3bl2xYsXHjx+x+UGU/Px8tfBw2Rcv4NUraJy0AAB4PPj1VwgL+yxqXlMDubkwcCD8/jvk5kJe3ud/5eW5+flBr141aZZMJuMFipqa2vTp0x0cHKZMmSLztVrwmpqaTSRGGxoa8vPzRZ8rLMielpZWXV0NjdLtHA6nxQYN5eQAIOULv20Ch/MRAOTkhgEAiUQiCvCJvzCqGHeXrbBlyxYAWLFihdhbPnfuHAAoKCg0yRAXCoUJCQknTpwoW7wYKSv/yzY1ZAhyc0NxccjCAuGIr/v30dSpiMdD2dno2TN0/jzauRMtWIAsLV/OnNn8SyNW6Kqqqjg6sQPpQU1cOLa2tkZGRkSwFpVKxVlc2Hzf3CLK5/OfPHlCxHS0RQApPn4AgwFsduyOHTuGDRuGq0IbGRkdOnSovYP/5mRkZJDJZBqN1iQSUlwIBAIcj9q7d+8mq5C+fftuWrsW+fkhMXVdUVFx6dIlAOjfv3/rqXudRCgU4hCD27dvw5dFmrwLCxcnJf2SlvZLWlpSGwykQiE3JkYhIIA0Zcpns/B/wEeIFcwlFF8tEAhwOOXUqVOx3RUru7q4uGAFzqdmZp9fVvLyyNYWubsjOh1xuYjHQzNmoLVr0YkTyNoa3bzZQuvFxRkMRkBAgKen55YtWxwcHEaNGoU3Z+vXr3/9+rUkcoi5XG5iYiLWycPv5JUrV7Z4ZSWPF1BWlsBmV/B4nK+MRBgb24PBAB6vBEnYNNoVEyGbzcaZAwwsGCdu8F5w6NChWKsTS7UR1sI7o0cjAKSlhRwckLc3Eo0LDwlB06ahyZPRypXoyzbr6urqDx8+3Lt37+jRo2vXrsUrOAcHh8jISLE/Unw+Pzc3Nyws7M6dO/gMlvFt/rrPzs6eOHEi8aPoU9IiPF45g0GKiZEXCnk7duwglCO8vb2/x4lw69atElpacTic6OhohBCLxVJRUcGLHjk5OSLnVew9okZJl379+tXW1l6+fJkQOpcQz549AwAbUXemCKfy8+ntmeOrqh4zGPDmzTBi2AKBwNPTUwwD/UZkZ2fjaGTJ5b8XFBRgLWULC4sm1dCUlJR81q5FR46gqKgWYmGEQsRgoJAQ9AUNxRbB1oXWU2k7A3YZfPjwATX6VhctWtTile+qq2fHx+/IytqRlfW4MTu8RbjcLAYD4uK08I/fvY/w+vXrLBbLysoKu8rEzpkzZ6KiouLj47W0tHCdT4yOjs7EiRN7z5wJt25Bi2VQZs6EljZ8TVBUVDQxMSHUh5lM5u3bt+fOnYt9wuKFQqH06tUrJycnPT1dIBBQKBRFRcXKysqampq2FIBuBTb7LQCSl7cgkbrOMSwhGhoasAQiTnYWL3fu3Fm2bNnKlStdXV0rKyvr6uqCgoKmTp3aRGRLvGDLdnV1dU1NjbOzs4aGBlZ9Exd8Pj88PPzBgwccDuf06dOtm0YBIK2uTo5MppBII9tgIK2qegQAffvOGj3685jJZPLGjRvFNPZvwIkTJwQCgZOTU3O7ZecJDw/X1tbu37//oUOHtmzZEh0dLRQKFRUVR44caWtra2VlNXLkyNaKgpFI0P4XKXYfIISGDx9eU1Pz4cMHsdTgLC4uDg8PJ1wGP/zwQ0BAADZr1X3ZC2ipqLizDXWpsF2URvucNStqDvXz8+vk+7AJXfFOJMJkxN6yj4+PiorKzJkzt27dumXLFjabraamNmrUqLFjx9ra2pqZmYndewSNqoMNDQ1r1qy5devWiRMnOv/O4vP5cXFxoaGhoaGhERER2Lw+ffp0MzMz/LzW1NQ0v6ugoAAXK24LbHYUAMjLjwIAIyMjIqlRT0+vSZWP7o+/v39paamJiYmFhYXYG8eP69ixY0+fPo1VxL4e0dBpiIkQH7T4v7sDsFisZ8+eBQcHBwcHV1ZWAgCNRjty5MhXJ8JiHi+Ty5Vu60T4EAB69Jj+1Su/C2pqai5fvgwAkpjLhULhihUrMjMzX716FRsbW1NTM2HChBMnTgwZMqTF0BJxQUyEubm5lZWVAoGgw01VVVW9fPkyNDSUTqenirgw+/Tpg6sM4YlQdE/ShCwu17+sDAAmKiurNKurQ9BkIsTubYzYX1kSnwhfvXqFHcKtF3XsABwO57fffisvL3/79u2DBw9qa2s3btx4/PhxSUx+ohATIY/Hq6ys/FLo3VfhcrmRkZFhYWEvX76MjIzERcYBgEwmm5iY2NjY4HciXhtmZGRgMUxRZGRkCL26r8JmRwKAvPxIABANLJoyZUrHxv8NIcJkxN5yTEzM+/fvVVVVZ82ahR3bkth0NkdGRkZGRqa+vp5MJlOpVA6H09DQ0OE9aFJSEq6p++bNG+KVN2TIEDs7Ozs7u/r6+pcvXwJAWVnZgQMHLCwsRowYIVrVCwDGKSnZtm3FXV+fVV+fTqWq4EfrP8CFCxeqqqomTpzYJPhILAQFBaWnp+vp6Q0cONDHx4dEIp06dapJZT5JQEyEuJJde1+SAoHgw4cPeKX+6tUr4qUnLy8/evRoW1tbW1tbXV3dsLCwVatWBQUFKSgovHjxQkVFxcjIyNzcfMiQIUZGRiNGjMAyRjJksjJWXGt1GFxuKgDQaC1Hy4sXiU+EeH29atUqsVuWbty4UV5ebm5urqmpGRISIiMjs337dknPgiAyES5dunTChAntMpCK7vxev35NTH4AgFNzbG1tJ06cWFVV9fr16yNHjjx+/PjTp09qamo4vtnAwIB4sJSVlfF5fDt+a7cCiUQjk+X/A2+r5OTk8PBwRUXFhUQcpvjAJZlWrFhx9+5dbM8n6qVJmh49epSVlVVXVz99+lRRUbFF/Y5WEAgEb9++DQkJCQwMTElJwSepVKqVlZW9vf2cOXOkpaXpdPrhw4efPn2KX2RUKhUrEgCAlpaWeSOcwYOhHYkTjwGgR4+pJFL7Btw9EQgE+JVFROqLl+PHjwPA5s2bz507x2azZ8yY0QWzIIhMhDExMW2/i8vlnj17NjQ0NCwsrLa2Fp+UkpIaN24cflkZGxtHRESEhobiCFjUmBGko6NDIpEqKioiIiIiIiLwSWlp6cGDB/efOVN69CiLXjI02jCpLz/kQiFHQ2OtquoSeXnLDn7mdiFGf2NzCgsLpaSkqFQqUXpJjGDFxRs3bmzevBkAli1bJvYuWgQbTI4fP97eG48dO9ZEJcvU1HTTpk2BgYEsFispKcnLy2vBggVN3BKampoTJkxoseigrKzsjBkz6HQPJvO6np6OUFj/hZ4FFRX3iouPVlY+6ORn7w5gFbTO11toDovFkpOTI5PJWVlZ2J9NlFDvArAYRwfKY92/f3/+/PmiLh8NDQ1nZ2d/f38Wi/Xy5cutW7fiJG4MlUq1sbE5dOjQmTNnNm7caGVlJffvaU9x+HAjG5tHj1xLSk7U1r4RCL6Yoy0UcrncjJqa8Lq6jmqGdTPu3r0LAAYGBpIIrcQ5nT169CgvL8fRfHQ6Xey9NKeyshKbly5fvvz+/XusR9gWcGkX/FTo6+vj6i443L157U/RgDIiFDYoKMjDwwMXqMJrO0ULC6szHgwGMBgQG6uckmL16dOGsjLvmppw4knj8UoTE03y83dkZy+trX3b6hjFg2R3hGfPnuXxeD/99FMTmc3O8+zZs48fP2ppaU2dOhWbyCThg2xCenp6SEjI/fv3AWDfvn3+/v7a2tr6IvTp06d5KXkCXV1dHo9nZGSEXZh45xcaGurv779u3bq8vDziyl69eo0bN87Kymrs2LGEp7Oioqz/C+EAACAASURBVAJn7SQmJkZHR8fFxdXW1j58+PC336qysyN+/x1iY+WlpfvIyhrJyZnTaENkZY1otMEA5MLCP/j8UiUlu/r6LABASPD9Lt45HM61a9cAYOXKlWJv/MKFC3V1dTNnziwqKoqOjlZXVxe7Pb85XC6XTqf7+fl9+vRJQUHB2Ni4b9+++vr6RkZGQ4YM0dfXHzZsWIvLIIKXL1/igrpGRkb29va2trYmJiYvX758+vTp2rVrS0pK8GUqKiqTJk2ys7Ozt7dvEmggEAhSUlKiG4mJiUnicHocYOflvQcAEokiI2MoL28uJ4f/jSCTZQGgri46N3elnJxFfX3mgAHBkvqCuha8Y9u4caMkPHZHjx4FgNWrV4eEhOTn5w8dOhSXd5AQTCbzwYMHfn5+dDq9oaGBRqM5OzvjX8nIyOjo6IgKeuDjvn37ipoiKBSKu7u7qqrqpEmTOBxOaGion5/f6tWrCQkOLJOJd4fW1tZNshK1tbW1tbUJFzubzU5ISHiXlAQ9WQoK4zicjwJBRW1tRG3t5y0jiSQlK2soJ2fWs+c8efkROjoH8fm6uujiYg9FRRsFBRsazQhA/GY/EmrczIodHo+np6dXWFj46tUra2tr8TY+a9as4ODgffv24QpE48aNCwsL63Br5eXlqqqqxHyjqKhIzGeExSk4OJhQ/Rg0aBBhfRJFSkpKTU2tyexITJAcDqe+vp7FYmG76MuXL786+bUCLvn78eNHE5MsEimKw4mvr89A6F8+cApFUUtrd23tG3X11T16TMUnMzPncDjxioq2CgpWioo20tJ9Wmq+m3L58uXly5ePHj36zZs34m0ZIWRoaJienv7gwYObN2/euHHDzc1t//794u2FgMvlPnr0yNfXNzg4mM1mAwCZTB4wYABWXGtysba29qBBgwYNGjR48OBBgwYZGhqKas3ExsZGRkba2dnxeLzg4OCQkJCwsDAej4d/q6+vjye/8ePHtxaLKEJDQ8PHjx+1tOL4/DdsNoPLTUKIT/yWRJKRkzNRVp7P45XQaCaqqk6Nnyi5oSFXUXEiiSTB8FqJEhMTY25u3rNnz7y8vFbUgDtGfn4+3vRnZGTMnj37w4cPV65cwTqRHaCmpiYzMxN7Mfl8/vv370ePHo1/lZube+/evYCAAMJDTKFQrK2te/fuXVNTk5ubm5ubW1FR0WKzMjIyff8Nl8t9//59aGhodnY2cZmBgQGe/CZMmNCZ6E0er5DDSeJyE+vqotns6Pr6VIQENNoQA4NnqaljlJRmqKmtpNFMiosPFRTsxLdQqepKchP1nowFGxsYMgTE5QuT3GYTV3YeMmSI2OtvZWVlEVk+hoaGANBJtUwzMzOilsrcuXNjYmLKysqw5DFO48OoqKjg9Pnc3Nzk5OTHjx97e3vv2LFj0aJFY8aM0dbW/tLsRaVS+/bta21t3WRpr62tvWjRIm9v7ybCxx1DKGyoq0tgsXwLCtzT0+3i4/UZDCgtPVtd/TI+fkBWlmNd3QeEUFycDrZL4H9VR+ejFSuQj48Yi+dJDuyRvXLlithbxlq4+vr6JSUlsrKyFAolOzu7k23++OOPxPHSpUvr6ur4fD6dTm8ipW1kZOTu7p6ZmYkQ4nK5cXFxd+7c2bNnz4IFC0xNTVsUI1RUVBwxYoSTk9OBAwe8vLw2bdpEiP0DgLS0NJaO7EwhDgL8XJWVeWdnOyUkGDEYZAYDcnNXV1YGJyQMLCu7wOdXI4Q+fdrAYEBMjFx6ul15uQ+fL6mUNcmxePFiANi2bZskGscV0BYvXkyn0wGgV69enamfEBsb+8MPP+DjyspKU1PT5OTk/fv3i6aoycrK2tnZXbx4sXkplSbC2U5OTra2tvr6+s33wX0b8xzU1NTw26953VNxIRDUsdnvq6ufI4QEAg6LdScxcVhFRWB9fW5Z2YWsLMePH3szGJB7a+hntQE1NTR3LjpxAuFyYNXVqA26Ii0iwYkQS4t5e3uLvWXspVu+fHlwcDCICHl3mCYT4alTp0QfCGNjY1dX11evXn21l/r6+szMzPDwcFG9GKJwCX73aWpqOjg4eHp6EpZ0ycHjlTe+jwRVVY8+ftStr88XCDhsNqOoyCM93S42tifPdsQ/mju9eyMPD4QQevUKHT6Mzp8Xl3hK52Gz2adOnQKAnj17Ypl1X1/fTv5/FwXryBw5cuTgwYMAMGfOnM63qa+vTxwPGzbs3LlzousqCwuLv/76qy15wQUFBfidtWHDBvxEib6q9PT08AHWOfLx8ZFc3jRCiM+vqq5+jp2CHE5yfv7OhATDhoai0tJTSUnDiQVW3bLxyMoKeXp2+N3UZTCZzPv3769Zs0ZGRoZCoeTm5gqFwmPHjsXExIiri+rqavy/PioqCqvXfknxvI00nwh//PFH/BjIycnhEl3tLemDEKqrq0tMTHz48KGXl9f27dtxUPry5cujo6Ml4TT9Kkzm9by8jcnJFrm5a1ksXx6vhMvN4ETeRE5OSFf3HxX7igq0eDGaORMtX44sLVH7q1xJaiKMjY3F76zmBRs7SXV1NVZJ+PDhA5YpwkVZO4OZmdnJkycvXLhw4cIFMzOzV69eKSoqYsevWPZq9fX12LM1atSozrfWXoTCz+IUycmjCgv/iImRS0mxys93raqi8/nVwuj36NgxNHs2UlVFAGjPHnTkCPrxRxQaii5eRMOGiau0bMfIzMzEpdixWx7LvfJ4vF9++QUAdu/eLZZecnJyKBQKjUYrLS3F88pTcVR669evX3UjxsbGjx49IvZ/aWlpnWm5vLz89evX58+fx2HDBgYG2A7W+TF3gJyclaWlJ4uKPDicFC43q6TkeGqKjVBH6/N7ikxGo0ejhASEEMrLQwkJqP5LUV3iJCMjg5ABKikpeYkLRDVCVAU3NzcnVr1KSkoUCiUqKgovuQYNGtTByjbNwK5HGxublJQUMpksJydX3rk/q9jY2P79+69fv379+vWrVq0yNTUNDAx0dnYODg4WY6G+P/74Y8aMGVgvpiuprAzJzl5WWLgvMXFYWdlZEQsWKSHBqOGoG7pzBxUXo8xMdPky2rsXnT6Ntm79fHNsLGr/a1bME2FpaSlWzFNTU5OSksIqO4GBgSNHjuzA8qRFPD098SOVmJhIIpHk5OSYrer0tAUzM7MrV674+vr6+vqOHDkyJiamXqx/q1jfj8ViMZnMyMhIiepJNic3d01a2tSUlLG5uWvy8jaL2kWzA4yRlRXasQM9fIgqK1FCAsrORnp6iCh3d+wY2r9fQgO7cePGw4cP8fGzZ88uXbqEj4uKiq5evero6CiaQouDbPGyeseOHS9evKBQKGQy+dEjMRQZ3rZtGwAsW7YsMDAQAAYMGCCWSUVdXX1+I0pKSpWVlenp6Z1vVhQcujVr1izxNtsWiouPFRUdLinxTEgYRDxXCQmD8vO315W/Q2VlyMcHOTggBQVEpaLCQjR7Nlq4EG3ZgszMUESEpId3/fr1Xbt24eOIiAhHR8fy8vKAgIANGzaYmJiImnxkZWVtbGz++OOPn376CRrN41hJysXFpfMj4fP5eBMfGBiI6xF2PuY5NjZ28uTJKSkpKSkpDAbD1NS08+MUBRfVwccfP37sbAn0NlNfn5ud7VxZGcLlZtbUhPF4pUIhT8SCpRQTRUUK8p/XWIMHo9WrUVwc+vFH9ObNP60YGKB2bsDaOhE+ffqUKFUVGRkpuk+qqakJCQnZvHnzsGHDRJ1kZDJZT0+PxWKZmpoCgJOTU7tG1iJEdd979+65uLgAwNq1azvfbHMfYefbFEXURGZmZiYhnejmFBUdSkubVl39ks+vIvaFPF4Ji+X/6dPGpCTTit8n/GMXpVDQ6NEoMxNZW//TxIsXSHxlb5tw4MCBCxcu4OMbN27s2LFj69atJiYmok+Rrq7uihUr7ty5g1fQb968kZKSIpFI9+/fx5EsKioqnXTmcblc7Lt99+4dlhfoQG5MizQxjXayAGeLxMfHb9y4kfgau4aamtfFxX/W1X2sqnpcUXGPxyurrn6Rnb3swwdVPB3WrhmP1NWRkxMKCkIVFSgsDJ08iXbu/Hx/RgYyMZH0IJtPhKLi6TQabcKECXv27AkLCyOqHHO5XPyyWrJkSUJCAvbOEqq8HcbX1xfv2ouLi2k0GolE6kCSTBOam0Y72WATvLy8Dh8+jI8fP378yy+/iLf9L1FScpLBgMzMH6uqnqSlTWaxfEV/KxQ21JVGooMH0dSpSEHh84uLTkdz56J37/65zsgItdM70Nb0iWvXrq1atQqbjB88eNC/f//S0tJnz549e/YsKiqKCFGTk5OztraeNGnS+PHjN2zYEBUVtWrVKl9fXzMzs2vXrtna2nZSjSw4ODgtLU1PT2/s2LGOjo4kEmndunWdafC/TWXlPTb7nYbGhtzcFXV1MXp6PgoKY6lUDWXlecrK8wAAttaCdSS8fg0RERAeDmQyKCuDqDZSZSWIuLXEDp/PxwUa+Xw+mUy+f/9+eno6jUazsrLCYWlNAmhHjx69b9++7du3Ozs7MxiM9+/fBwYGLliw4NWrVx1WbLh9+3ZpaamZmZmKikpoaKicnJx4dT4lx7Jly06fPo1tJDt27Fi+fLmBgUEX9Mtk+pSXn9fWbqBSVTmcBBmZAYqKNoqKNggJamvDKysDacnvoKwMrl2Da9dASQlu34aICCASnPr3Bz4fKipArHKRzfH3909MTAQAFoulq6s7bdo0DQ2N8ePHT5gwwdLSsnkFIhkZGV9fX1NT06tXr06ZMuXPP/9cv3796tWrR48e3UQXu10cO3YMADZv3uzl5cXhcGbPni2a1vk/RKmqCgEAJSW7ysqA6mq6gsK/0g1IJCma+kjYMRJ27AA+HxgMCAuDMWMgMhIiIgALLhYVAYkEbS5h9pk2TphOTk5ETfPdu3efOnWKeD3hVBJXV1c6nS5qns7IyMDhIRcvXrxy5QoAyMvLd3IpNHHiRAA4duzYoUOHAGD69OmdaY3gzZs3hLkyNjZW7Ct3bW3tTY1oaGh0zY6QxytjMMgxMbJ8flVsbE8GA7jcVsO92OzPgaNWVujtW4QQ4vORnR168kRCIzxw4ICJiYm9vb29vb2ZmZmbm1tgYOCzZ8+IFXqLCIVC7BizsLAoKirCLr3Nmzd3eBiWlpYAcOXKFazM8PPPP3e4qSZs376dOHZ3d2/9c3UAU1NTIi7mhx9+iI2NFW/7X0CIg/fY7NjkZEsGAyorg1u4KiEBeXggKytEJqNPn9BPP6Hw8H9+a2ws6Tis69evb9++nc1ms9ns58+fO7bZsIEF/BQUFFJTU3FtbWtr6w6HZWFdFRUVFSaTibUywsLCOtaUKDwejzBiCYXC5nGhncTLy2vgwIG4Upu5uXkX7QhrathrJn26ZsrjlTY+Y20zzlVUoFGj0B9/IG9vNGYMCglpb8/tmAhHjhw5derUqVOn9u/f/9q1a3PmzNmwYUNgYGArzr87d+7g+S8pKcnJyQkAhg4d2mFfbkJCAolEUlBQKC8vx3lUjx8/7lhTXYyenl5iI0ZGRl0zEXKjA7L8BqelTqupecVgQELC4LbemZGBpk9H06ahcePQkSOSG2ET06ibm1sbb2SxWP369QOA9evXR0VFSUtLk0gkf3//DowBK04pKyuXl5dLtFiYJDA1Nc3JyWEymUwm087OrmsmQuHHD/Vzx5Sen87jleCVlkDQakRJXh5CCB09ivbt+3wmPx8ZG0t6nM1No22/FzsLLSwsCgsLsRmsw0GeWJPBzc3t/PnzAGBubt6xdrqYb2MaDQhAAGjsWGFcbP0Po0svTEeozXH1HA6i05G/P+qQilk7lGWOHj2KMyLc3d0B4N69e1+95ccff3z06NGVK1d+/PHH58+fv3v3Lj4+fvv27diY015whTNnZ+fQ0NC8vDy8YOlAO10PmUwmFAVFRYkkisyJ+/2uJqO/VzeoRvUpGyOcOq6td/bvDw8fSnJonUVZWfnOnTvW1tYnT54cOXLkn3/+uWnTJmdnZ2NjY5xX2nZw+Y4VK1bcv3+fxWKNGTNGQsXCJMRvv/2G0+Q/fPjQNT2Sgh9IB7xRV1kJsk9MTxqxf7Ymm7YqTIorg65eDXZ2UF4OOjpw9y4cOybpcZLJZCIihkQitUsp5uzZs5GRke/fv/fy8rp58+akSZPc3d0nTJhAJK23kZycnPv370tLS69Zs2by5MnQBk3g/9eEhAAAzJxJCgyWvvdWvddqWNHmfHlZWbC17XjXbZwwm5hGr1271sYba2trBw8eDABr1qyJjo6WkZHBkQ7tnbGZTKacnByJREpJScGPo5eXV3sb+VZ8g2AZoRBpaSEAlJyMzM0RgOQsnB0mMDCQCGp/8+aNn59fu27HMe4KCgpJSUnz588HgGHDhtXVfVEYs0UqKio8PT0zMzPx/Hf9+vV23f5t+Tam0TFjEAC6dw/9+CMCQCdPtvVGPh8xGIhOR50O8+4CXr16hcOSnz9/jnPh9fX12xv67uPjIyUltXTp0ocPHwKAjo5OQ0ODhAYsXoKDg4na4O/fvz9x4kRX9HrkCBo2DMXHI0tLBICCWzK5S4a2ToQuLi5v334WP92/f3+7Iqni4+OJ+CvsN1ZWVs7JyWnXQN+8edO7d+8ZM2Zg4VpJZChKDtE61yUlJZLOo0cIIQYDASA9PVRaishkRKOhds4Q3wW4npSxsXFJSQkOQOiYh+/FixcAoKamJsYcrC7g20yEaWno+HFUWYl69UIAKDOzKzr9Fri5uQFA7969i4uLsaRRB0LfP336lJubizOe//zzT0mM879DeTmKj0d1dcjLC9nbIzElcbYFyVafIMDVbXr27JmVlTV79mzokP+5oaGhqKhIojJI/x1qa9Hdu+j6dXT7NgJAM2Z86wFJhJqaGmxvWLx48cePH3EVhTYKsPF4PEJEX0pKSllZWSxqMl3J/v37iZn77NmzedgbJ1FKStDBg2jdOnT5MqqsROJI4uy28Hg8bHyaO3dueno6ru/RXptBfX39jRs3SCSSoqIiEd7yP1pg/Xo0bRrasgVZWKDOSWZ2gC6aCBFCONLP0tKypKQExyK7u7u3qwUmk3np0iUpKSkKhSI5vbv/CG/fol270N69KC4OJSYicWdGdh/i4+Px/Hfp0qULFy4AgLy8fHFxcYsX8/n8qKioQ4cOTZkyRbT2EHYgKSgoiEVI6D9LRQUaOhTdu4dSU9GuXWjJkm89IImTlZWFQ9/Pnz+Pny4FBYWvqgIVFxcHBQW5u7vb2tpiY5ient73EibzbXj8GM2f//m4srIDGfGdpOsmQhaLhfVb3dzcwsLCsP392bNnrd/VXAmpX79+qqqqkshN/u/g749sbdHbt+jlS2RpiV69+tYDkixY3l1WVjYmJmb9+vUBAQFNLsA6bQ4ODk2U8okSa0wmE0c1Gxsbi0tV6z/I33+jvXv/+XHoUNQosvEfhgh9T05OXrBggZOTUw2WeBaBz+d/+PDh9OnTjo6OTZRgcVERXM2mA7ER/1/4/Xd08eI/P86Zg/6PvfuOa/L6GgB+QoAAYSOIuBEXqKigoqA44kBxi9ZStC7caF8H/qwtaqvFWdziRlutYB04EZw4MQoiICAIKFs2CWEl9/3jShpBlJEEMOf78Y8QkvtcJDznee4999xnz+R5fPkFQkJIcHCwsrKykpJSYGDgr7/+qq2tXfWcRSpq4C5btqxnz56SuV7q6ur29vZ0Q0u5bcPbJFlZEXEp54cPSUPU35Kz2bNnA4CZmZk4nYEGPxcXl0p7YZqamrq4uHh7e1caSCwsLKSZvbQuIPqMn34ikskBU6bIoVJaY0Cnonv37i2Zl1BQUBAcHOzp6eno6FjpAovNZtva2rq7u/v7+9OKSLTWaLNmzVIafQnyhrFuHamosEgIIRMnflIpRvbkGggJIRs3bgSA5s2bJycnS+bLfLYGLgAoKytXWq0fGxtLtwqreeaqwmnZ8r/HeXmka41XEDZZAoGAFseysbFxcXGhV0tirVu3njlzpo+Pz5dn0SIiIsSjrHLreVOyefMnOaKDBhFpl05tnAoLC2llx9mzZx87dmzOnDnm5uaV9lzr0KGDi4vLvn37wsLCqmY/iEQiR0dHALC3t2+o2uiN2qVLZObMj48FAtKpE5HvmJ+8A6FQKKSbMo8aNSo/P7+Gwa8SujQVZ3Sq1bHjfzmilWqHfrtiY2PV1NTEdboNDQ3F213VvBHJUVbZdbWpio4mvXt/rAjz4AHp14/IIf+5cXjy5ImysjLNl6FUVFSsrKzc3Nx8fHxqspdWRkYGrSyzTZZFKpoqkYhMm0ZmzSI7d5LBgz8ZJpULeQdCQkhKSkqzZs0AQPKSSlwA/u7duzVJYf/+++8BwMrKSrrbRHwjVq36uK2gSESWLiXyWQPU0Oh2zSoqKps2bXr16lWd16jQUdaOHTtKa7+Ub8qVK2T4cDJiBJk2jdTg7P/NyMzMVFNTU1NTGz9+/J9//vn48eM6nHmuX7/OYDBUVFSePn0qi042eS9fkuvX61Yapp4aIBASQiZPnqytrV1dkdKaKCwspPWF/+///k9GnWzC+HyyeDEZOZJwOGTdOiLfXZ8ayvLlywFg1qxZ9WynqKioR48e2trajyQ3dkGK7ZdffgFpbNe8dOlSOpmN6X6NSgMEwvz8fLqzrniFft2EhITQIpOXLl2SVt9QEyXerlkqi8rfvHnz5s2bkydPip+5ePEi3iAqLD6fTwexHtY7OUggEHTv3l1ZWdnf318qfUNSUYv6e9Jy4MCB/Pz8YcOG2djY1KedPn36/Pbbb9bW1hYWFtLqG2qijh49mp+fP3To0J49e9a/NTMzMzMzsw0bNohEIvrM3r17s7Ky6t8yaooOHz6clZVlZ2dHiy3Xh5qa2pkzZ+7evStZc5iuIqtny6he5Bx4S0tLaUafVDaOEAqFpaWlTk5O4kSsZcuWJTfEEDNqQEKhsEOHDgAg3avsDh06iD9XHA4n/tutJYa+QHJ/eSk2K1l/uFOnTmWKMX/RaNVi9wmp+Ouvv5KTk7t37y6VjSNogXk6GkafiYqKKi4urn/LqAm5dOlSfHy8mZnZmDFjpNuyuMHQ0FDptoyain/++eft27edO3em6x/QN0mugZAQsmPHDgBYtWpVpVU49ZSXl0cXYJSXl0uxWdQk3M/JYbHZbm5utdpqpyauXLlCP6gjR46UbsuoSSAA54KDAWD16tXS/XTl5ubOnz+fPs7IyJBiy6gO5BoIb9y8GRkZ2apVq++++066LS9atIiesF6/fi3dllEjF1NUFNyz56iHD2eZmUm98druY4e+MU8KClLmzZvv7Ozct690W9bW1l67di19HBQUJN3GUW3JNRBebt/+h1u3BmVl0a1Epej06dNMJhMAmspWvUha/s7MBIAhBgaabLZ0W2az2eJxC3V1dYyICuhkeroIYEDHjiwWS7otM5lMWnsZAGglUtSA5PcLiCoqCiksZOvrT7e3l9tB0bctp7w8KCdHicFwMjSUeuMvX74UP/b395d6+6iRiyoqelZYqMFkTpTBpws1KvK7yD2Zng4AUwwNNZlM6bb83Xffia/Wx4wZQ7dNQYrANzOzlJChurom0r5gR+gUPWU1a6Yl7VMWfJp+9ezZM7wpbFgMIpf1K6klJRMjIxkA/t26GamqyuGI6JtXSojjq1c5ZWVHO3e21NRs6O6gb4r4lHWpW7fmeMr61snpjvCvjAwhIaMNDDAKImm5lp2dU1bWVUMDoyCSulP0lKWvj1FQEcgjEBaUl1/OzmYA/GBkJIfDIQVxMzcXAL6v2G4CIWnhC4VX6CkLP12KQR4D0/98+CAQiQbq6Jiqq8vhcOjbllZamlteDgALTEwc9PWHf7onKkL1UVBeTueK9nfq9IrHw1OWgpBHIByiq5tcXDwBM6+QNBxLSysSiVqoqgLANCMjZalWZkAKbkJkpI2WFgA0V1Vd9un2zugbJsNA+E9m5s2cHDUmEwAWm5hYSHuZF1JYE5o16yOxRSpC0qLDZG42NW3oXiB5k2EgzC8vn2pkNEpfX3aHQIrpQlbW44ICHSZzprFxQ/cFfVMEItG/Hz4AQFc221xDo6G7g+REtkOjaaWlsUVFDAajIw61I+mx0tTsymar4qAokjYlAB1lZQBQw0JCikS2gTCMx8srL1dmMDq2bCnTAyGF0kZNDa/WkSywlJQ4mH6leGQbCB309XFoFCGEUGOGdX1QEzPPxEQWJa8QAoC1FYWwkUKRYYm1kIICXRWVTjg7iBBCqBGTU61RhBBCqHHCzCiEEEIKDQMhQgghhYaBECGEkELDQIgQQkihYSBECCGk0DAQIoQQUmgYCBFCCCk0DIQIIYQUGgZChBBCCg0DIUIIIYWGgRAhhJBCw0CIEEJIoWEgRAghpNAwECKEEFJoGAgRQggpNAyECCGEFBoGQoQQQgoNAyFCCCGFhoEQIYSQQsNAiBBCSKFhIEQIIaTQMBAihBBSaBgIEUIIKTQMhAghhBQaBkKEEEIKDQMhQgghhYaBECGEkELDQIgQQkihYSBECCGk0DAQIoQQUmgYCBFCCCk0DIQIIYQUGgZChBBCCg0DIUIIIYWGgRAhhJBCw0CIEEJIoWEgRAghpNAwECKEEFJoGAgRQggpNAyECCGEFBoGQoQQQgoNAyFCCCGFhoEQIYSQQsNAiBBCSKFhIEQIIaTQMBAihBBSaBgIEUIIKTQMhAghhBQaBkKEEEIKDQMhQgghhYaBECGEkELDQIgQQkihYSBECCGk0DAQIoQQUmgYCBFCCCk0DIQIIYQUGgZChBBCCg0DIUIIIYWGgRAhhJBCw0CIEEJIoWEgRAghpNAwECKEEFJoGAgRQggpNAyECCGEFBoGQoQQQgoNAyFCCCGFhoEQIYSQQsNAiBBCSKFhIEQIIaTQMBAihBBSBee5aAAAIABJREFUaBgIEUIIKTQMhAghhBQaBkKEEEIKDQMhQgghhYaBECGEkELDQIgQQkihYSBECCGk0DAQIoQQUmgYCBFCCCk0DIQIIYQUGgZChBBCCg0DIUIIIYWGgRAhhJBCw0CIEEJIoWEgRAghpNAwECKEEFJoGAgRQggpNAyECCGEFBoGQoQQQgoNAyFCCCGFhoEQIYSQQsNAiBBCSKFhIEQIIaTQMBAihBBSaBgIEUIIKTQMhAghhBQaBkKEEEIKDQMhQgghhYaBECGEkELDQIgQQkihYSBECCGk0DAQIoQQUmgYCBFCCCk0DIQIIYQUGgZChBBCCg0DIUIIIYWGgRAhhJBCw0CIEEJIoWEgRAghpNAwEH6bysrKBAIBfSwUCvl8fsP2ByGEGi0MhN+mS5curV+/nj4ODQ2dNWtWg3YHKaK8vDzx48LCQqFQ2ICdQegLahcIi4shOfm/xx8+SL9DCKFvg52dXVFREX38/fffx8TENGx/EKqOcq1e/eIFDBoEz55Br17A5cKJE3DkiIw6huorKirqr7/+AoCEhISG7gtCCDVetQuEADB4MCxbBnfvyqAvSKoIIYQQ+uALL3v48KGpqWmLFi0AIDw8XF1dvWPHjnLqIvrWnTlzRlVVFQBSUlIaui8IVavWgbBDB9DXh4MHoUcPWfQHSY2FhYWLiwsAcLnciIiI6l524sSJ6dOn00B45cqV5s2bYyBE9SQSiejll5KSkpISJiKgxq4un9F16+DgQZwgRAhVQUjwlSs9evQ4deoUAEybNs3Z2dnZ2blly5YN3TOEqlWXQMhmw/r1sGHDf88UFEBamtT6hOrP1tZ2+vTpNG3PzMxs9erVn30ZTeTbuHGjk5OTk5PTmTNn5NpLVD9Lliy5f/8+fbxt2zYae+QqMRHmzoWRI2H+fHj/HuLjwcamy4YNkZGRPj4+8u4M+qadPHlS/Pjs2bMlJSVSbLyOoxaTJkGrVh8fv3wJlpbg7AwikdS69W2IiYnJyMigj9+/fy/PpJUWLVp8+PBBT09v6rBhuvHx1qamkt/NTk3dvXu3nZ3dggULAGDVqlXHjh07duzY5MmT5dZDVH/FxcXl5eX0cWlpaVlZmeyORQBEhNB/H58qKgJHR5g3DwICwMUFHBxATw+SkgxTUi4ePhwQELBv3z4Wi0Vf++uvv7Zp00Z23UPfvA0S915bt24VJyRLRe3mCC0sYPnyj4+PHYO0NPDygmnToLgY7tyBP/+EFSuk2Lcm79ixY3369JkyZQoAXLlyhcfjrVq1Sm5HT01NXQMwIzISzp+H4GCYMAFcXeHECfD1VcvJWRYZCQCJiYkODg7q6upaWloAQPMaUBMSHh6urKwMAImJiXSiV0Z2vn8fyuPpKSsDwE+tW5uqqUFgIAwcCP36AQDY2YG1NYSEwNWr0LXreA0NALC3txe/vU+fPrLrG0L1VLtAqKMDOjofHxsZwfz5cPEifPgAJ06AgwP8/DNwOGBpKf1eoq8qJSSrtJQ+1mQytZWVS8PDxwOcmDFjy6ZNIBRC377A4cCqVVBczFZXXzljhpWDg6Oj408//dSwPW9shELhH3/8sW7dOvrlhg0bPDw8GrZLX/Dq1StaNigpKal///4yPdYCExM78d8/AKSlgYnJf1+2bg1paTBqlEz7gBQWn893cHCgj+Pi4qTbeK2zRgGAEDh8GOLiYOVKuHwZPD1hxAiYPx8OHoSZM+Hp0zIWS0W6vWy6jh07du/ePQCIiIgYPXq07A4UXVS0PiHBWksLAKy1tUfo6am/ehUEYEzvEphMGDIEoqJg/Xpo3RrGjt2mpUXfePjwYXEja9eulV0PmwqhUPjXX3+JA+HJkycbcyB0dnYeOnSofI71gscrEgpZSkr2uroAAK1bw7Nn/3377VsYPBgABAIBi8WiyaIlJSVMJpPesyJUNzdv3rS1tWWz2VevXqXPSH2AoS5zhLGxsHQpbN8OhYWwejWIRDBrFnh4wIABpWpqv6xbJ4+T6Y8//iiupfm///3v7du3cjhoHTg4OCxdunTp0qWDBw+W9bG6aWqubdt2bdu2I/T0ACA/L48BYCK+ZmcwAADc3eH776EiCiJUcyUiEV8kKhLnAgwfDlwu3L4N5eVw8ya8fg329gAwbdq0169f05esXr36xo0bDdVhVCuSk3DiAo3ylpoKT59Cbu7HL+/cOeziMnLkyH379kHFahxZLMipS4udO8PGjUAIzJwJixdD796QkAC7diXu3v3qxYstO3fuvH37ttQ7WkloaKi4dGFUVFSjLSrdokWLTp06derUycjISNbHeisQ+KSn+6SnZ5SWAsDj8vLBAB/njQiBe/fA2lrWffg2JCcnj6qQnZ3d0N2p1vfff9+pUyf6eMCAAX379pXp4fpra09s1sxBX//j16qqEBAAly7BhAlw4wYEBADe+TVlkmmZko/lZ/lymD8frl0DR0c4ehRu34ahQ11CQoyNjHR0dNhstviFGhoaDHplLyV1/OCuWgU3bsDdu7BkCZw6BUuWHPP0nNOv34Wff/55/fr1M2fODA8P19PTk2JHqyosLBSJRAAgTpxTcNrKyp01NABAnckEgMf5+V0Blq9fD6NHw+3bMG4cmJk1dB+bhlatWonvYzp06NCwnfkC8aDoggULjh07FhAQIO8erF8Purpw7Bh8ep13/fr1V69eAUBsbOzw4cPl3SvU6GWXlWVWJDm3ZrE0mUy4dw/evoXLlwEA1q6Fnj3h/n0YNkxtyJBENzeWltb8+fPFbw8ODpZuf+oYCJWU4PhxsLSExMS8Fy/uTpjAu3MH5s2bFxoaeuPGjSdPnixdupQWupSdxYsXM5lMAAgLC5Ppgersl19+UVFRAQA+n6+lpTVgwACZHq6ZioqNtrb4y7S0tHUAP23bBnl5MHUqNP3kdVFFsTgGgJJUrwebOgMDg7KyskuXLg0ZMkQW7b8uKhqur29cKam4oACOHwehEKrkQpeUlNCZC7xI9fT0nD9/Pr0rOHLkyKBBg8Q38Y1NWlrayJEj6WPxui8ZuZiVFc7nm6mrFxcXTzA27shmw5MnBYMGqRYXq6mpAYsFffpARAQEBQEAS6ZdAYD6bMPUrh0cPhwVHm64ePHMsWPHOjg4ZGVlzZ0718fHR19fv0ePHl8ucVl/J0+e9PPz8/Pzs26sI36ampp0HdW6detcXFz+/vtvuR06Ly9PIBBoMZkadnagofENREEAcImOdouL+yku7v/i42V3FCUlpW7duom/7N69u+yOJS3jx48HgIsXL8rij44nFC6OjV379q1ypYuPwEAoLYUBA8DAoNJbJkyYMGvWrFmzZpmbm0u9P3UgAlFcSdwrwatyUv6+9P2BDwfkdujr16+LJ26Cg4NlHWDqo0WLFgEVmjdvLuvDcfT0lrZs+XjVqiKaAspgrL969b8ZZRmHj0rqNes4dar5lCmTCgoKXFxcDh48qK+vHxAQcPr06YSEhNWrV0t3DLdJowvV/fz8ZHRxEC8QlBMy29hY/ExqaioAmAiFIBJBUziV19A2U9PdHTt6yXKM9/Hjx+Xl5eKKLRcvXpTdsaSlT58+rVq1SkpKevnypdQbP52RUSAUtmax9CtNAV67BgAgy1xoqSgUFg57M2xj2sYj2UdGxo3MKM94wH/Q0J1CEJSbuzslJU88htGvH7x///FxaSlwufKsZ13f9JuDBw+2bt364cOHZ86c2bVrl66u7m+//SbrSvOEkHHjxtFRRwAYPny4vngCv1EaMGBAy5YtExMTnz9/Lov2dyQnz4+JiZIotZCWlgYALQDAzg40NWVx0AYRlJcXkJPzkseT3SH27t176dIlOSR8SRGDwXB0dASAS5cuSbflQqHwTGYmAEzT0Pjhhx/Ez48ePRroxfuYMZXe4u7uLs7rmz17doMP2Oz+sHuQ5qCT7U7uarXraoerKgx5L+5ycXGhiVdBQUFyPnStSA5+yGEgxFxDg6Orqx4dfeHChSNHjhx58yaitBS2bIFNm2D4cFixoupIg+zUNxDq6ekdPnyYwWAcPnzYycmpQ4cOIpFozpw5Mt2N+urVq8ePHxfPQS5ZsqSRl/RVUlIS3xRKvfEwHi+koIDNZNpVTBAmJyefO3cOANgA8G2lKhSLRAKRqFRmwyZpaWkXLlxQVlaeN2+ejA4hI3R0VOqB8FR6eqFQ2F9b24LFklzFHP3yJaSmQqtWIDGMTOnq6pqbm9vY2ACApaWlscRARYN4xn/moP1xIbaakpr8O3Dq1KkbN27cuHGDw+HI/+g1Rwc/8vLytmzZ0rZtW1kfzoTFMmezWWlpmpqaOjo6Ojo6rHbtYOZMGDgQzp2DuXNl3QFJUliQMXLkyBMnTjx79ozFYt26datNmzaPHz/eunVr/VuuztatW1NSUgoKCmR3CKlzcnIC2YyO7k9NBYAJbHbAhQvz58+3sLBo3br1wYMHtZSUrgNsSU0VfUNFYB319Sc0a9ZHZusgvb29y8rKJk2a1MgvraoaMmSItrZ2aGioFEva5peX//PhAwC4mpgAQGlpaXIFQocfxoyBKjMgXK5Zjx73bW0bS3EGAkQElf8EikRF2eWNd2FMA2IymR4eHvv378/KypLPEYcPH+7k5ORkb9/xwQP45RcYMAAMDeVzaDHprEycMWMGTYvS0dE5duwYg8Hw8PDgcrlSabySkJCQ4OBgPT29ufK9ZKgnOjqakJDw4sWL2r43KSlpxIgR4i+7dOlCH6SkpGy6cOFFYSHh8Vb26jV16tRDhw5FRUXp6uqOHDiQLxKJANbs2ePo6NiYp+gbj7KysiNHjgDA4sWLG7ovtcZisUaNGgUAl2kCujTsO3CgzYcP9jo63dlsAEhOTvaowC8pSWexQj63daWZGcvGZmDv3uOk1Y16stawvlVwS/KZAmFBn+g+zonOVQOk1FlaWoorj3fu3FlHskZdo6SlpTVkyBChUCgu4yJ1/tnZg3V1P9YnErt0CQiBdu0aZjUqkYElS5YAgLm5uUAgkHrjEydOBIC1a9dKvWVZW7p0KQC4u7vX9o0JCQlDhgwRf2lqarpnzx66fW6XEyesuFzjGTN0dHTGjh27Y8eO58+fl5eXkz17XAAAQF1dHQCaN29+/foNqf40DeBBXl65SEQfPy0oWBUXJ/5SKuguVBYWFiKpNis3NC156NChUmktPT2dzWYzGAzuixeEkMzMzH79+tFvffjwAQA02WwA6Ny5865drxISCCHkxx/J5csf3z5rllR6IQV55Xm2Mbbzkub9lvabS4JLWFHYpPhJxuHG8By2pG+R6aELCgpsbGz279/ftD5RBw4cAICJEyfKovEoPr8PlzssLEwgFBJCQkNDCwoKCCFkzJhogLjNm48fPy6L436ZTAIhn8/v3LkzAKxevVq6LcfExCgpKbFYrNTUVOm2LAc0EbF9+/a1/atISEjo2bPnzQqmpqZ05FlNTa15//6cs2dvPXhQWloq+ZYlM2dO7d371xkz4uPjaaVaG5vjrq6Ez5fqj9RASkQix/BwKy53T3KyFJu1s7MDgIMHD0qxTXnKy8tTVVVVVlbOysqqf2vLly+XPBtKBkJadqRr167GxsZstiabzWMwyKJFxNyc9OtH6GmtS5f6d0FqykXl4UXh9wvv55bnFgmL3pa8vZ5/nfGcofxC+RHvkeyOSwuD2dvby+4QspCSksJgMDQ0NPgyOF8sjI214nJ3VfrLLSwkamplSkrmnTpBxRRSnSUXF+94/57+u5ebW5O3yCQQEkK4XK6KioqSktLdu3el2KyrqysAuLq6SrFNuREKhbTyJ5fLrdUbExISzMzMtlUwNTVNSUkJCQnp2bMnAHh5eVV6fVlZmba2NgDQ1ZxCoXD//qsMhikA6dGDRERI7SdqQK94vH7Pn/fhch/n50unwVevAEBLS+vj9WnTRMu47N27t6ioqD7tpKamqqurMxiMsLAw+gyPxxN/0r777jsA2LVrV3l5eVDQS2dnoqFB9uwh3bqREyfI8uWENLJA+FkrklfAc2jzqk12WbaMDkFzL319fWXUvuz069cPAC5duiTdZh/m5VlxuUNCQ/PLyj75xtmzBIAMGrRnzx4A0NXVffv2bZ2P8rywcGVc3JuiojdFRVmf3iFUR1aBkBDyyy+/0BsgaZ1ZMjIy6B9nVFSUVBqUPzpoXNvR0apDo4QQmoBqYmJS9ZRH97vo0qWLtbW1+MlWrUy7dSMARE2NeHmRJjVU83lHU1OtuNzhYWGZNfusfxlNE122bFn9m2pAkyZNEs9I0TGDFi1amJub29raOjo6uri4uLm5ubu7e3h4eHl5+fj4+Pv7BwcHR0REpKSkSE5k0FnSqVOnVj1EeXm5gYEBALx580b8ZEEB4fFIt25EJCKDBpHQ0CYQCEtFpTbRNvAcpsRPkUX7dAVOixYtSqXx+ZSzzZs3A8Ds2bOl2KaQkO+joqy43FPp6ZW/N306ASA7dpCKy6w+ffqUlJTU7UDPCws3JCbW6i0yDIRlZWV0s4x58+ZJpUG6SZCMRq7lg4YoQ0PDQ4cO+fr6BgYGhoSE0I3si4uLq3tX1UAoFAp79OgBAAcOHKj6erqF0MKFCzt06HC2Qps2bXg8MncuASAqKmTxYjJq1Mdw+Ouv5Nq1L3Xb2to6v+LGa8qUKS9fvqzTTy9lQkIWxcZacbmuMTHC+gX23NxcOh8WHR0tre7J3/bt26FiYlgyHNacmppa8+bNzczMlJWVGQzG5s2b4+PjKx2FjvB37ty5age6dSOEkLAwMnRoEwiEhJD44nidMB14Dt4fvKXeOF0xtWHDBqm3LAeRkZEA0KxZs/Lycmm1eSU93YrLdQwPLxEKP/lGaSnR1SUAJD6eEJKbm9u+fXsAWLFiRc0bzywtvZubuy8l5ac3b54VFo58+XJBTMyCmJj4muWpyDA/R1lZ2cfHx8rK6vDhw+PGjaMLfuuMz+d7e3sDwMqVK6XUwQZQWFjIZDIFAgEd461ETU1NR0dHV1eXrqrRraCurt65c+dTp07Rb7m6uu7evTs8PLxt27azZ8+u2s7NmzcBwN7e/vr167yKteeEEDYbDh+GUaMgJQVSUyEjA06ehJkzQSCAivq3n0f/GOhjoVBI5Fv9qDpKABvbtZv++nUyn3/g9OnFzs51aIQQEhkZ+euvv/L5fA6HQ+e2mxxCyIYNG8Tb6AQGBtra2gKAQCDI/Zzi4uKq38rJySkuLi4uLs7IyNDU1OTxeGvXrl27dq2xsbG1tbWdnZ2trW2/fv2uXbsGdEF9NSwtoUcPeNAUireYskwPtzk8NWHqsuRl/dj9LNWltqt4amqqv7+/iorKnDlzpNWmPJmbm3fq1Ck2NvbRo0cDBw6sf4MCgcBt4MDey5bNmTJF9dN9lO7evXvEwmKWsbGeoeHztDQAmOHru2PatJ07dw4cOJAukK2qsLT0dXFxRFFRFJ8fxednSpzCOPr6A3R0fq3VUsiah9y62bFjBwAYGRllZGTUp52dO3cCwMCBA6XVMfnz8/Oj1XBYLNbs2bMnT57M4XCsrKzMzMyaNWsmLpRTcyYmJi4uLl5eXsHBweIB0pycHCaTqaqq+u7dO8mhUTqgKubuTs6cIT16kOxssmoV8fMj/fsTK6uP/yZOnGdVYffu3T179rxw4QItQmhrayueN2oMnqSk6JuYKCsrBwcH1/xd8fHx3t7eLi4u4vWCxsbGEyZMkF0/Zae8vJwuJaIfodatW9c5R5HP56empj548IB+SsePH2/46YouLS0tDQ0NAAgMDKz69vXrPz7IzyeLFtX5B5K3OYlz4DmYR5rzhVLLDaGjMt999520GpS/VatWQS1vy77gjz/+AABLS0thpdtBQhYsWAAAHh4e3ikpB1JSXhQWvigs/P3PPwFAT08vsWKQs7S0NCIigv7Zmpubj9240YrLFf+zDw1dGBOzNzn5dm7uw/z8RjQ0SgmFQloRvw5nmfz8/ODgYE9PT0dHRzotce7cOVl0Ug5Onz4t3qd71apVn30NPQ1FRUU9fvz4xo0bZ8+e9fb29vT0/N///rdo0SJnZ2dHR0c7O7vu3btXjZqqqqrW1tbz58+n95rDhg3Lysr6ciC8coWcPk1cXcmqVcTXlwD898/S0l7c8urVq3v27Llp06YdO3bs2LGje/fujSoQEkLWrFkDAK1atfpytmRkZOS+ffumTp1aaW/I1q1bjx49WlVVlcFgnD9/Xm7dlori4uJJkyYBAJvNnjBhAgCsXLmy/s22adMGACIjIwkh8fHxPj4+06dPb9asGQAwGIwFCxZ8diSfyyV9+5Lff6//8eWKL+SbR5rb3rFdvGqxVBosKSmh9XRqdXHW2NDroQ4dOtS/qZycHFoF8+bNm5W+JRQK6Z6poaGh3ikp17I/Ji6VCYXD16xhstlmZmZz587t1auX8qfrCy3s7We9fr3t3bur2dmJAoHkpV8Un38wJaVWPZR5ICSEvH//XldXFwBOnTr15VeWlpZyuVwvLy8a86uW7V5OM9KamkOHDtHqi1paWgAQEhJSzwanTp0KAL///rv4+khy12YDAwNPT8+SkpJbt26J33L9+nXJFmggJIRwOGT4cHLxInn0iHC5H/+9eBHDrfD+/fuePXvm5eXRN06cOLGxBcKysjI6EjhmzJhKN0PiO7/WrVtLfpCMjY2dnJy8vb0jKpJo//zzTwDQ1dVNoGviGqtXr17duPFxSWhycrK3t7eZmZmhoeGTJ0/o3e2zZ8/qf5QpU6YAwIkTJwghT548cXJyolueMRiMvn37VvdfdOAAASAzZtT/+PIW8S6Crrj9559/6t8aXdBpaWlZ/6YakFAopGVShg0bNnv27BUrVvz+++/79+8/c+bMjRs3QkJC3rx5k5WVVZPhB7oUZ+TIkVW/9ejRIwBo166dSCTyTklxioxcEBOzNDZWIBRacbnsjh11K9bdM5lMc3Nz8RjYF5Iq6kAegZAQcvToUQDQ0dFJSkqSfL68vDwiIsLHx8fNzc3W1rbSDD+bzba1tXVzc/Px8fH19aXX7Ffo+bvp+PPPPxkMBoPBWLhwIdRpHWFVW7ZsAYClS5fSL/Py8jw8PMQ7ITs7O1cdf6hEHAhjYgiLRb6cJt3IAyEh5N27d3TMYNeuXfQOxtXVtc2nm081b97cycnJy8uLy+VK/grKyso2bNiQkJBA76j69u3bmNP8fH19xctznz17NnXq1Pj4+Ojo6Dt37gCAqampVNZu0w/YmDFjxOUxVVVVXVxcXr16JX7NgQMHTp8+LfmuBQvEqX9ND11FrqmpGRMTU8+m6M6jhw4dkkrHGsqRI0cYDIaa2ters+rq6rZv397KyorD4UydOnX+/Plr1qzZunXr4cOHz507d/r0aVVVVSUlpefPn1c9yurVqwHgp59+IoR8ckcoErnHxxtbWNAT3f3793k8nux+WDkFQlKRQzVs2LDk5GR/f38PDw9HR8dKu9hXivk5OTn379/fvn372bNnScUos5GRUVpamty6XQd//vmn+GR04sSJAwcOMJlMLy8vmpK+Zs2a+h8iMDAQAAYMGJCZmSkZAnv16uXj40NzW0QiEd2g7rP8/Yn47/3ff4lEJvxnnD9/XhwbAgMDs7Nlte6qPs6fP89gMFQ/3Ty2RYsW06dP9/b2/sLZjU7n2NjYZGRk0FrDUvkdyUjVQEgf04mWn3/+uf6HKC4upqPNlLa2tpub2/v37yu9LDExMfHTmRgbGwJAJIYhmpjp06cDgLW1dZ0T99++fbtx40Z60S/TE7es7d27lw4yqaqqnj179ujRo9u3b1+7du3ChQu/++67ESNG9OnTx8zMTF9fvybb7bFYLCaTyeFwPDw8AgMDJVd80fS0e/fukU8DISGEz+crKyurqKjUc1FsTcgvEGZkZBgYGNABFkkdOnSYPn36zp07Hzx4UFBQIHmDKD6p0XtqoVA4bNgwABg1alRjLllkZmYmviHjcDhxcXExMTHiofDPXhbVVk5ODoPBUFZWppkLAGBra+vv7y/5muzs7Pnz55dVWrhaYeFCYmBAmtqM2Fe0aNHC0NDQwMDgs3d+1cnJyWnXrh0AuLu7P3nyREVFhcFgXBbXCmtkfH1927dvP2LEiBEjRtjY2NBAWFZWRifwwsPD69N4RkaGh4cHbUpZV9doyJAdu3d/9YT+6tUrZ2dnoZBoahIA8uFDfbrQkMSJ+9XN4n+WeASCvhcA2rRp07p16zpH0wbn6ekpPj8vWbLkq6/Pzc2Nj4/ncrk3b948e/bswYMHN2/evGrVqrlz506aNKnSrAQNrv3791+5cuXevXsBwMDAgJ6m/k5PvyNRCIYuNpNMdJAd+QVCQsigQYPYbDYd8HR3d/f398/IyHj79u0///zzf//3fwMHDmSz2ZL/XyoqKlZWVgsXLhQP3CcnJ9MRsD179siz57VSNRCSitW1lTJW6iYuLs7NzY1eiNGN6B4/fvzlt9y8eVOyKF15OTEyIgCkcSwIlA46Nti8efM6nICePn1K45+/v/+mTZsAwNDQMKWW8+2fIRIRad8WSN4RPn36dOjQoe7u7qampvTvgsVimZqacjgcV1dXT09PX19fLpebX4PiO7GxsW5ubnSeDACsrKxGPHxoxeVG1KD/dnZ2J0+efP2aAJC2bev58zWwkJAQOgVT6bKykqioqIMHD06fPp3WihIzMDBwdHSkmTJNsR6ySCRasWIFADCZTFofvP5TzrSE74gRI/z9/d3d3SXvcGhQnFVNXVpaSHLxYulkMH2Z/ALh27dvmUwmLRMaFRW1fv36MWPGGFbZbqNjx47Ozs5eXl6PHj36bM3uCxcu0D/4RjhTRZmZmY2sYGBgEBcXFxYWRksWDR482NfXNzQ0tG7DJmFhYS4uLvSuWqNzZ4sVK/ZWycKqKiYmxtDQ8MWLF+Jnbt0iAKRTpzp0ofEux5rWAAAgAElEQVSi+R0eHh6XLl06c+ZMbef5aCkNQ0PD9+/f070+7O3t67Wa2MOD2NmRiROJnR2RxjAA5evru3z58rNnz37//ffaFTtQ0pGVL2xPbWRkZGNjM3369LVr1x45cuTWrVtv376ll+HBwcGOjo70ukpJScnR0ZEujVifkGDF5Z7NzPxql3JzcwkhZ84QAGJs/KRSHkCTQ6dgql4JVZd4ZWho6Ojo6OnpyeVy6RXwgwcPmEymkpLS7du3G+iHqKmioiLxhWNJSYm/vz89u9LqJebm5vU/xJs3bwDA2NiYfikQCHbv3i2evx80aNCHasYQ6Gyaj49P/fvwVfILhHTvBVqzx9fXV/wx0tXVpWPH/v7+mTX4qyMVFUfNzc2lMHYsvboJYvSOsLy8PDg4uF27duIBk0oTonp6elZWVi4uLuIr9y9ER8mzFU1b2PrqlRWXu/3du6/2JzMzU5wympqa6uvrS5Ma1q2T2o/c4FJSUlRUVFRUVN6/f29hYQG1r9srFArF8S81NZWOY9e9LMjVq2TixI+Ve6KjSffu5GvpS1+VkZHh4+PTr18/yTxyHR0dNze34OBgoVCYn5+fn58fGhp6/vz57du3L168ePTo0V26dKku30FFRaVTp070MZvNXrx4MR29oHwzM624XI8a59CuXSsCIJ07n926dWtsbCx98uTJkw8ePKjnDy5nkp+E2NhYb29vJycnOlws1rx5c3HwqzT87ufn9+jRo19//RUAWrVq1Tgn1MXWrVv3119/0cdHjx79/fffN23aFBgYSIPQ1q1b638IkUhEhytevnzp6ekpvoc2Njb28PDIycmhL6ta1IlecMin2JOcAmFOTo6mpib9vyCEJCcnr1y50tfXN7GWyx4pPp9P9+QTp03WRVYWmTyZjBpFhg0jc+cSKc3H8ng8Y2NjFxcX+runWrRoMX/+/M2bN69evXrixIndunX7bAUsJpNJp38WL168a9eu69evx8XF3b17l86MAoCmpqabm1tycjIh5HF+vhWXO6c2n5Ly8nIOh/Pzz79oa/8jHhc9duyYVH7whiVev3zr1i2oa4HHjIwM+le6fv36O3fu0Iv6W3XL/fjpJyJZatnWliQkkMuXSVQUqWXad0REhKenp62trTgrgclkWllZeXh4SBbdLSkpUVJSUlNTqzo0yuPxcnJyuFyur6+vp6enq6srh8MxNTVVUlLS0tJSV1f38PCougQzksez4nKn1LhGe3g45/Bhy7CwR9OmTXv69Cl9cs2aNTTTrWlJT083NDSstHCtVatWzs7Ohw4d+sKpmV7it2/fPjs7u3///gAwefJkefa8tqoGQkJIdnY2TW+pmiFVN3R1k/ik17NnTx8fH8m/0NTU1MGDB0sOwKSmptLrvK8mwEuFnAIhHW0YNWqUtBoMDw9XU1P76lD+l8yaRcQ33T//TDZtqk9/srKyfHx8nJycaLynTE1Nu3Tpcu7cOfq7DAgI+OOPP86dO/fy5cuioqKcnJzg4GBvb293d3cnJycrK6vPXrnTT4+BgcGGDRskry7zysqsuNyBL17U/GOyffv2ESNGnDuXDmAjHhdt3759fX7wxqCkpKR58+YAEBwcTFeX1/lO7u7duzT+BQUF0eDasmXL6oZuKnv9muzfT6ZMIRs3kgULiGS6DYdD7tz5WK1ASYm0aUOGDCFz56bv2ePn5/fixYtK03h0OMHd3V18xwYA6urqjo6O3t7en82aTkpKkvzsSVJSUmrduvWgQYN+/PHHDRs2iO/Snj59ChVblFRVKhL1f/7cmsstqNmoycuXzblcKC5++w0EQkLI+PHjWSxWs2bNZsyYcezYMcl75S8oKyvr27cvAMyYMSM+Pp6OXctncK9u1q1bt3DhwlOnTp06dWrevHk0ENIcFgcHh/q3Hxwc7OTkJL6G43A4Xz1jR0VFiUQiOgU2fPjw+vehJuQRCEtLS1u1agXVlGWqM1pi2NDQsI57E7Zt+9+4aEICsbMjr1+TS5fIixekZiO0hJC3b996eXlxOBzxxaOSkhK9WqdVOSTRBHcxPT09W1vbSkkNsbGxV69e3blz58KFCzkcDg2NS5YsKSwsrHp0uidfQo13P+bxeNnZ2TNnZgDYiMdFv4FAeOrUKQCwtLR89+4dzbeuT54L3TWlefPmKSkpQ4cOpWeEarNPU1OJry9xdSVt2vxXmKdXL7JvH/nll4+vEQiIqSmJiCAjR5IOHYiKiviVYYMGiT8PhoaG/fv3/+GHH8aOHSs5im5sbDxv3rwrV67UZJvrz975KVfZ8ltfX58QEh8fDwDt2rWrrrUZr19bcbkhNdg9prQ0lcuF0FBdQkTTpk2zsbGhea3t27dvioFQIBDQX0Ed6su/efOGXpGcPn36+PHjAKCpqSkeK25saCA8efLkyZMn586du27dulOnTtHTNYfD2bZt24ULF8LDw2s7CVVeXu7v729jY/PxGs7EpPemTUtqMLgSGRlpZGQUHR39v//9DwDWyWv+Rh6B8MSJEwDQvXt36a55EIlEtPLviBEjatRyQQG5fp2sXUtsbcmzZ6Rly/++lZlJLC3JH3/8dy5TVyedOpFhw3YuW/brr78eOnTo2rVrERER9Mo9IiLCw8PDyspKfGZRU1PjcDheXl5fOAVfvnx5xYoV48aN69KlS6XlbpSysnKHDh1GjRrl5uZG93GcOHEiVD/dtTIuzorLvVabSQiRqHzlygtKSroDBnxM5zExMan52xsn+vd2+PBh+sfz/fff16c1oVBI49+oUaOSkpLo5NC2bdvEL0hPT/f19XV1dTU3Nw8xN//vM2NkRJyciJcX4XIJn09sbMiWLeTff8nYsUQyybmsjMTFkYAAsm9f8KZN48eP79atmzhdk0Y+ADA1NRVP/tXnxyGElJWVxcfHBwUF0f+i7777bubMmaRio3kaFD/rZk7O5ays7BoMMuflXeNyISbGnhDyDdwR0kRHa2vrlJQUd3f32u77dvDgQQDQ0dFJTEwUbyokhSoNNb5Arzk6NEoHtCwtLcX1g6quDqQ5DU5OTu7u7j4+PtVlIxcUFHh5eYlzYQwNDd3d3V++f2/F5Q4JC/vqafratWt///03IWT06FEAQB/LgTwCId0/VhbjAxkZGXRMbOfOnZ99QWluLvH3JytXkr59ibLyf+esbdtIv37/LSO/fp04O5MzZ4ijI+nRg+jri19p/ukkOQBIjlbp6+u7uLicO3euDlmgKSkpgYGB4qFRc3NzySt3+hMtWrQIAHbv3v3ZFuiGfDtqM45fUHDr5k2wtFQTP9PU7whfvHgBALq6utnZ2bSI6MOHD+vZZnJyMo1/W7duvXbtGl2yuXnz5kWLFnXt2lXyw7Bt1CgycSLZvfsz+x0LBOT8eXLwIAkNreFB7969261bNwA4evRoPX+EmigpKaGXX9W94JeEhFnR0QtjYxfGxn45HKalbeZy4d275eSbCIQjR44EgL1799IVdXWY53NycgIAOzu7rKwsWqXBw8Oj7h06dYr06UOcnYm1Nfm0mk99JCYmjhgxonPnzuICjUpKSkOHDt21a5efn9/u3bvd3NxGjx7dqVOnz164A0Dz5s1tbW1nzpz522+/eXt7L168mFaRBABzc/PDhw+LhzFGvHxpxeWm1HSCXMjl6u7Zw9q7d5v4QlAkEklxT6hKZB4I6ZZAJiYmMlpeSs9TLBZLvDwgMzOTLlixsrLq3qnTf8GPySRWVsTNjfj6kuxscuMGsbUlly+Ts2dJ795EonYUIYTw+SQqigQEHDt6dP369bNnzx4xYoS5ubmamhqLxdLQ0HB1dfX395duLa6SkpLXr19funRp+/btdGU0rVJR3YKkWD7/Rk5OTFHRu+LioprdNyQlLbh5E3r3/u9uuKkHwh9//BEAVq5cSQceevbsKZVmr1y5Qj9XycnJS5culSwEwWazORyOp6dncHCw1Iux0U1nLl68+PjxY19fX2llK1DZ2dn0XrZnz570/ELH3vn8z++6sDo+Pqaab1USHz+Vy4WsrOOEkO3bt4tHAk+dOtXkskaTk5Pp/i0fPnyg1z11qK7w4cMHmni8efPm+/fv04lnOsxTa4mJxNKS0IjC5xMLC5KcXJd2KsTHx3t5eUmmX7FYLJq6/+jRI/oab2/vtWvXHjt27P79+3TuqdKFu5WVVdU5aRovaXGPSqN0y968seJyb1bkiH5ZUVEElwu3b2tWV0dJ6mQeCOm1laenp+wOQW+b2rRpM2/ePAsLC8mbejU1tbxRo8i6dSQggFSdZouOJnv2EG/vmn+w6K6ktra2Uv4ZqnH48GEAqG7BqU9a2ryYmM1JSZuTkl7X4IQlEpWHhRkFBcGwYf3FTzbp0sAfPnygOVOxsbF0F2gp3kvRPHJCyK5duwCgVatWv//++8OHD6sr1iMVtJz62bNnp02bBtKoAS0UCkNCQjZu3Ni/f3/JcM7lcgkh9B66upqFq+PjfTMzH+bnv/zagEdERCcuF/j8Gt37NnJ0RamTk9Pjx4/pTU/dLndu3rxJxxKePHlCS9a1b9++JsUNPiESkb//Ju7u/z3z00/Ez4/88w/x9ydhYaRmoYVUTOiYm5uLPwMaGhqOjo4+Pj5VezV48GDJCCcu1ODm5ubt7R0YGBgfH19WVpaUlHT79u1Dhw6tXr2aRkFaLK0q75QUKy53V80u7LKyjnG5EBs7RW6BUIYb8wJARETEzZs32Ww23S9N6l68eNG7d+/t27dfunSprKyMhg0NDY1evXrZ2dlxOBxbW1vJ2ZfKOneGWm7EStPACgoK4uPj58+fb2RkdPr06fr9EJ/Iz8+/detWQECAoaHh77//Ti8q09LSqnu9g77+xCqDt9Xh8e6Vl2caG3cKCnokfjIsLKyefW5AR44cKS4udnR0zMnJefbsmZ6eHp2SkQq6pphUlGPetWsXTUmVKZokXFJSIn5Qt3ays7Nv374dFBR05coVmokOAMrKyra2tmPHjuVwOK1atTp16pRAIAAANze3vn37du3atUuXLu3atZOMl++LiwUiUTNl5R6fVn2SREipUMhnMFTV1c2re00TcvLkSQD48ccf6RjDjBkz6rBXKAAMHz58+fLlf/75p7Oz87Nnz+7cufP06dOlS5f6+Ph85Z1pacDlwsOH8OABMBgwaxZIjkyyWFBcDKtWQXr6x2e0tKBNm+Lu3f9PT49Wd2vbtm3btm1NTEwYDMajR4+uXLly/vx5urAdAPT19ceMGTN27NjRo0ezq/m1Llu2bNCgQXFxcfHx8XFxcdnZ2W/fvn379m1QUJD4NWpqah06dDAzM9u7dy/9OKWlpXXs2PGzDXZlswEgqqioJv91fP5TANDW7g8AcXFxly5dAgCa2yUjsg2EO3bsIITMmTNHclGdtDx8+NDOzm7MmDG+vr7FxcXZ2dkLFy50dnbu06dPdSPa9UcDYWFhoUgkunXrVocOHerfpkgkCg0NDQoKCgoKun//fmlpKVTcf3w1ED7Kz88rLweAWcbGXz1Qbq4fAOjpTa1/nxsDoVB46NAhAFi8ePG+ffsAYN68eeLiq9ISEBAQHR3dpk2bcePGSbflzxLHv3HjxrVo0aLSlOSXSX6Q7t69W15eTp9v37798OHDORwOh8Oh57Jly5Y9fvxYJBIBgKGhoZ+fn5+fn7gDnTt37ty5c5cuXd4PGzamtbZdy85KSl/6XxUIIlq3/lNFpSWDIau/O7l59OhRdHS0sbHxoEGDnJ2dAcDFxaXOrf3xxx+3b99++fKlu7v7X3/91bt375MnT44aNYpW9xYrLy8PDw83evGi1Z078PAhJCX99z01NdiyBc6e/e+ZJ09g+nSYNAmSkiAxEd69g8JCiIwsYzAORERINqusrNylS5eIiidbtmw5YcKEiRMn2tvbV00krmTChAl0MxYqNzf3bRUJCQmRkZGRkZE0OZYOsxcXF3+2QQsNDQB4V813K+HzQwCAze4HkFpYWJiSkgIAmZmZNXlv3cgwEGZkZPzzzz9MJtPNzU0W7dPlE9bW1sePH8/Ozu7bt+/+/ftlcSBJ4jtCcUSsc1MpKSkBAQE3b94MCgrKzs6mT6qoqNjb248YMWLkyJHZ2dnPnj0DgDdv3uzfv79Pnz6WlpaVd1dgsSxqduonRJibex4A9PSc6tznRsXf3z8hIcHMzKxXr14TJ05UUlKqtEBFKnbv3g0Aixcv/uq5QyrEgXDy5Mm0ukcNbd++fcuWLVlZWfRLNTW1oUOHOjg4ODg46Orq3rhx499//12wYEFOTg59gbq6+uDBgx0cHExMTDIzM6OiomJiYqKjo9+/fx8eHh4eHg4Appqao8nz0FxfFZUW6uoWqqqm6urmamoWLJYpi2VK28nM3FNYGKStPZLPD9HUHCDN/4uGQO8CZ86cefny5by8vL59+3bv3r3OrbFYrNOnT1tbWx8+fJjD4Wzfvn3+/PkLFy4cMGCAvr7+y5cvHz58+ODBgwcPHuTl5W0ePPh/d+8CAGhqgqUl2NmBrS3Y2YGeHpiYwKJFMHgwBAVBp07Qowfs2/ffYXJz4f374tTUPXFx7yokJSWlpaUlJCTo6+v/8MMPTk5OAwYMkNy1tFZoyqhknjwAFBYWxsXFJSQk0KUmXw6EOsrKv7Rta6iq+rigQFdZuWv1Zy2RSCAQRDAYyhoaPQFSe/XqRSe/uFzutm3b6tb/r5Lh3/bu3buLi4udnJykcttUydu3by9fvsxisVxdXe3t7QHA3d1d6kepiuZEFRQU6Ovr+/r6fqG642cVFxc/ePCAXrPT7B76PB1/53A4Q4cOTUxMDAoKWrNmzb1798rKyphMpkAgoFs4KSsrd+rUycrKys7OztbWlujrt1dT6ytRcPIL6LiomlondfUetfyhGyl6F7h48WI6QDp+/HhxNTtpefPmTUBAgLq6+pw5c6TbclV0FoQucj948GBsbGy7du3aVmj2tQFwVVXVrKws8c3f8OHD6ZKJOXPmiG/+QOKT5uDg8NkF+DweLzo6Ojo6+vXr12FZWW11yhlEtawsrazsk2EJZWV9NbUuzZq5FhbeNTJarqU1hD6fnv5HSUmitjZHS2uYsnLt/joanEAgoHfGM2fOpHvJzpw5s55tmpubb9myxc3NbcGCBS9fvpwwYcLFixd79OjB4/HEvxQAMDMzU7e2hu++gwEDwMICKkWs48chOBji4mDmTLC1rXwMPT3Q0zPs0WPJp09v3LjRw8Nj+fLlv//+ez1/is/S0tLq1atXr1696JdfDoR8kcg7LW26kREAmKiqfiEQFhU9J6RMQ6OXklK1o/HSJ6O5Rz6fT4dDv7oxQt3QTW5dXV3//fdfAGjfvr3sMmsr+XKiXXWEQuHYsWMlJyw1NTXHjRu3b9++N2/eJCYmHjp0aPLkyeLtmAGAxWINGzZsw4YN27ZtmzFjRteuXStd0LVzdbX73/8ePtyam/tvSclXio4KhYLc3PM5Ob5ffllTERUVxWAwNDQ0Pnz4QNPTb9ag/nht0QK5rq6uUm9ZEs1iMDMzo79WyfU5kh8Gce00Dw8PccKCOLn8w4cPsbGxGRkZvr6+Li4ukkvy1dXVaZprbdfDUSJRWXFxfH5+YEaGV2Kia2wshxaR4XIhPX17Xp5/eHjb5GT3kpJEQkhERFf6refPma9f98kP3kru3CFNZEOiv/76CwBsbGzEiaNVK8/VAV3xPGnSpKysrNDQUDU1NT09PWVlZSsrK7rruIzKlNO1H+7u7jdu3HBycjpy5Ih024+Pj9+/f//EiRPp4jFaUq66xUv55eUuNfv4padv53IhKWkBISQpKUm8HCA7Ozs4OFhKfa9MVneEx44dy87OtrW1FRcXkKKcnJyTJ08yGIzly5fTNJwVK1ZU3elQuoRC4ePHj/38/IRCobKycsuWLTt06GBaRXVvV1JSysvLEwgE5ubmNFvB2tqay+UGBQV99913n707HDlypPand3s8Hi8sLOx5hbiLF1OEQuUJreLjXwKAikoLDQ0rDQ0rNtuKzbZRVv64s4dAEPnu3XwGQxVA1LHjLZn9D8nVvn37CCEzZsy4d+9eUlJSx44dxXupS0thYSHNa6C343V25syZESNG0OvC69evd+zY0czMTCQSPXz48Ny5c+fPn09OTqavbN269eTJkwcOHEhPAUlJSYmJifRBXl4enZip1DiLxaK3jAYGBtHR0bQSCv1Wly5dHBwcRo0aNWjQoJrsM14dBkOZjoVqa//3P1xWll5c/JrFMlVVbWtuPjg31zc2dmjXrs/btz9VUBBYUBDI4z3k85+pHlSDv1cDmw329jB8ODg41DY9TZ7ouChNkxEKhVOmTJFKcgODwfDz86Oz17/99ltxcfHIkSPPnj372YLDUkRPiUKhMCEhwc/Pz8DAoP4DG0VFRY8ePaJjWs+fP6dP3r17d8yYMV++IwSA1NLS35KSAGCMgUHvasoBwn8ThH0BoE2bNuK1+fr6+nZ2dvXsf3VkEghFIhHNOKdbW0ndvn37+Hz+2LFjeTzeo0eP9PX16z+CUR2BQHDjxo3z589fuXIlLy+PPslms/Py8mg0knyxnp5eBwmmpqYdOnRo1aoVXdFx4MABQ0NDHo8XFBS0a9euoKAg8YeGzWb379/f0dFx/PjxdJPYz9LU1LSzsxN/GtLT00NCQoyNw0pKjPn8kLKytPz8K/n5V+h3WayObHYfXd2JBQUBzZuv0NWdSJ8XifgMhjKDIds/QpkqLCykZdUWLlxIh7CWLl1ak52ya+XYsWMFBQVDhw7t0aNeg8l//fVXr1696Cn1ypUr/fr18/LyOn/+vDgHql27dpMnT54yZUq/fv2q+ymKi4tTU1PFeQqpqalpaWk0YSE2NjY2NrZZs2ZZWVkaGhoDBgzgcDjjx4+nhellREXFWEXlY34Wk6nVrNmcnJy/P3zwzs+/qq09vGXLTWpqFnz+I1WLh9AjH169gmvX4No1iIyEX36BFSugoADKy2HePJBelm89JScn37lzR01Nbdq0afTmhi5RlQoaBXNyco4ePQoA69evl3UUBAA6q11eXi6OiHVrhxASHh4eEBAQEBDw4MEDms0HAHp6evR6vW/fvhkZGTTR4dq1a3p6eubm5lV/QEMVlTnGxgCg+8Xpdpoyymb3q1tv60YmgfDixYtxcXGmpqaySLQrKSmhSTErVqzYsmULACxcuLC6csM1ce/evYiICHrVHxsb6+Pjs2nTpqKiolu3bvn5+V28eFGcEUNv5hwdHfv37//+/fv4KnJzc7lcLpfLlWxfTU2tffv2ZmZmGhoawcHB4lx2JSWlvn370rwYGxubOuRiGBsbjxs3DuDjf3JZWWpR0XM+/zmf/5DHe1RS8qak5I2KSnN1dYvMzH0qKib0s5WZuSc9fYuu7lh9/Rna2sMApBw/ZC0mJuaXX34pKCgYNGhQmzZtYmJiNDU1Z8yYId2jkIpVE3R0VIqUlJT2799PCGnbtu348eOdnJwklzZXh24rUXXIQSAQJCQkXLlyxd3dvUePHiEhIXI4w0p6926RSMQXiYqVlDSKil7yeME8XnBq6q9Mpm7z4knautbw77+gqQlBQRAYCBMmwLRpsG0b2NkBjwfDh4OZGVhby7PD1Tl+/LhQKJw6dWpERER0dLSJicnw4cOle4i9e/fyeDwHBwdabEvWxPHPxsbG09Oztlk/4hU4165dEw9a0FrKdMjKzs4uMjLy8uXLDg4OoaGhIpGodevWO3bs2LFjB5PJbNu2rbm5uYWFhbm5uZWVlUnHjioMhsnXP5zEyGhpUVGompoML+OqkmYgFAgEISEh9+/fp0nty5cvZzKZjx49io2NleK11cmTJ9PT062srNq0aXPx4kUWi1XPkavs7OzExET6mMfjxcTEODs7//vvv3QJF4PB6Nev36RJkyZNmiSexQGAdu3atWvXTrxBElVdkvHr169fv37dtm3b1NRUIyMje3t7DoczduxYujpCWlRUTHR0THR0xgIAIeUCQURR0TN19e5sdj9V1Tbp6ZuFwkIzs2tFRWFCYV529qns7FOqqu06hy1StXaE2qTpy19mZua9e/eCgoJu3rxJf1ktWrTQ1tbW1dVNTEwMDw+nu2lL0bVr12JiYtq2bTt27Nj6tzZ37ly6YOv169eOjo579+7t37+/OMugPtTV1c3NzZWUlOLj47t06SLPKJiVdYzPf9Ks2TxV1ZaEiFRVW4lE/GbNZhcWBhUUBBUVPVe7GQcexwAA2reH4cNh/Hig99Z0SENTExYsgAsXGkMgJISIlw/S8fAZM2ZId7aluLiYXlrJJ60PJAJh9+7daxUF/fz8tm3b9vz5c3E6T8uWLWlpYg6Hk5ubGxAQsGfPHjo7SF+goaFhb2/fsWPH9PT0V69evXnzhp79rlz5OEClYWg47NKJxERPdfVu6urd1dQsVFVbVzpuSUlCauovZWXpbHYfgDomuNbRV2cR09LSxJVPi4uL9+7dK/ndgoKCwMBADw8P8VYJlLKy8q+//hoXF6eiosJisUJrVm7xq0QiEa2McObMmSVLlkDFTr/18e+//y5dujQ3Nzc3N/fevXuTJ0/+4YcflJSUbG1tPT09a7j9yhcUFhaGhYWNGjUKAH7++ed6tlYfcXHjsrP9BIIYgSAyJcXj1SvT8AdaREODABBzc+LpSaqpMCJrc+fOFSdV/fbbb2fOnCGEFBYWXr58efny5d26dZO8YWrevPno0aPpGf/8+fMy6hLdmnX79u31b2r06NGvX7+mjxctWnTt2rX6tynpxx9/FNcvXLNmjdw2iI+JGcblQnb2mcTEedHRdjzeI8nvlpQkll07RaZNI82afaxxaGVFwsKI5OY+/v5kwQL59PbL7t27BwAtW7YsLCykCWviX5m00L2N+vTpI91mP0skEj158oTOmhsbG8+YMWPDhg2nTroGgzEAACAASURBVJ169OhRRkbGV99Ox29p+QW6+TCPxwsMDKR1KyXDh6mpKS02WWlrlNLS0oiICF9fXw8PD1pIWYnJDHg4lCZS0X+hobrR0XZJSfMzM/cVFNwtL89782Zsfv4NkaisuDiOEFJWlk2IPDYjJDVJlsnIyDh37tz3338PAMXFxUeOHJkwYcK9e/cePHgQHBxM946ir2Qymb1797azszMwMNi4cePmzZtHjhzp6uq6b98+JyenFy9eiOux1tnVq1ejoqJatWo1dOjQefPmMRiMZcuW1bNNALh582ZGRgYA5OXlaWlpbdy4cefOnYaGhvVvGQA0NTUtLS0HDx784cMHS0tLqbRZK9nZPsrK+gCM4uJYHu92QoKTmpq5gcGMzp2DRSkJMP04/PsvREXBmjVw4QI8eQJBQfDiBTRvDpMnQz3GnGuupKREPIFRWlqalZU1cODAJ0+eiJeEa2pqDho0aNiwYRwOp3v37gwGY8+ePW5ubrNnz+7Vq9cXZlXrJjY2NjAwUENDY9asWdJtWRZCQkLEf4Ph4eF8Pl8OBxWJ+DzeAwAlbe1hKSmrS0vfV0p2V1VtCw5tweEHEIkgNBQCA8HICNq1g/h4EIk+Lg+IjITPpcjKH70LnDlz5oULF/Ly8vr37y/dGVahUOjl5QUAtNaa7ERGRvr5+Z0+fZrWkWnXrl1iYiK92RVjsVgtW7aslOVnbm4uzmkfO3bs1atXBw8enJ6efvny5TVr1gQHB4uLHGlqag4ePHjs2LGjRo0SZ7JUoqKiYmFhYWFhQYuPA0BBQYFI9Lq8PFwgiBAIIgSCV+XlH3i8BzzeA/qCli23MBgqAsErLa2hLFYHAHj3zrWw8K6W1lAdHUdd3fFMppRHfSTVZWh0zZo1NM/4/9m777CmrjYA4G8SNjKkCoIbnGhdOIrgjoKKW1w11omjgkpRrLZirVUcVeRz4caF4qjiFieIVggIiIAiLvaegQBJzvfH0RgRlXEToHl/j0+fS0jOOdDLfe894z0AoKqq2r17d5rMzNraWjppWyAQbN68ecqUKcHBwQ8ePIiIiHB2dqYp0Gri77//BgBnZ+cDBw7Q3vYaTmSgRo0aRZdqhoWFbdiwgdnlaIWFhUePHnV1daVdIps2bVJY34hA8FgkytTU7FJY+IAQoZnZhayswxyOrlAYnZS0Mjn5t+9P/wSDB8PmzXDnDhw/DjY2sGoVpKbC9OkQGwsDB8L9+/Dl3FoMevLkSVlZGQC8ffu2TZs2dDdH6WhEv379ynX6OTo63rlz58KFC1OmTAkMDKxeEqwv2bFjByHkp59+quo60QoZGhpKm2dgYPC1nH/VVVxcTGOh7NI0uWLdCuiy9XvBpI6i9mmlpQmqqsaaml/ofGOzwcICpE8Sw4eDiwvMnQvPn8PJk3D/vmIa/BUCgYAuH+TxeHSchcGhHOrMmTMvX75s166dbLqWaggMDGzfvj3NEPvkyRM9PT06bPzs2bPTp0+fPn36xYsX9J3NmjWzt7e3tbVVU1OjMxhevXolncrw+QxkFRWVFi1a0Fl++vr6KSkpc+bMSf2QxY3D4fzwww82Nja2tra9evWqRqexrq4uQB+Aj1NgRKL04uKn0riord3zu++mJyeviY7ubGi4tHHjBSUlr0SirJycMzk5Z1gs9fYPZ2pDZ7CzA6ZvfAEq0TUaHh5uZGREO4iHDBnSrVu3Y8eO2dnZubu7BwUFfWlPibKyMrpwwt7e/tmzZ3TSFO3yqjY6CUVXVzctLY2Ort26dasmBVLnzp1zcXGhx6GhodXYcuXrUlNTLS0/JrlW5G4P8fGT+XxIS/PMzPTOyNhXVpZJCBGLi3Nz/eLj7WNuNSdsNgEgOjpkxgxy6xbJzibt23/cr3j1arJ7twLayePx5s+fv2HDhg0bNgwePPjYsWPBwcH539oPNjs7m64gZHb3zry8PLpqhW4AUveZm5uPHj2a5sQyMjKq3mLBKnN0JABkzRqydaukZbNir5WV/aBEQk6dIkuXEnd3UoluOgWgU9ytrKzevHnDZrM1NTVzc3OZraJHjx4AsG/fvhqWw+PxpLt5/P7773v27Pnzzz/p1l2UkZHR4sWLv76NZYW7N8vGNumiESMjI3t7e29v76yqbHpaQyJRXmRky6KiKJEoRyiMT0vzePGCGxqqKjFv876PvXNnsnIlef6cwUorFQjHjRtHj3Nzcyu/zc3Lly/pBeXw4cN0nqe+vv7r16+r3VaaoG/58uWHDh0CgC5dujCy029YWJh059u3b9/u2bOn5mXKqq1AKBGVPglryOeDUBgfFdWez4eCgoBP3pCbQXbuJJaW70+v4cNJSAgZM+bjO86eJU5OCmhquT/vY8eOVfKDAQEBKioqbDabbhPBCNrrMHToUKYKlDdzc3PpCM2IESMUFAjbtiUAJCiIcLkEgNR4lwzFi4qKcnd3p1N2GzVq5OjoKBaL79y5w/gVgG5FZ2RkVG4grRrK/aXs3buX5lxs2LAhj8fz8/Or9tYoQqEwNjb2ypUrdM1by5Ytn5bbmU7+CgqCxOKCkpK3T5+2fvt2fmgoJzbWKiXFvbj4WVlpJjl2jEyeTPT131+vLl4kV66QIUPIsGHEzq78PnpVJMdASD5MxNLW1o6NjaV9AtbW1tVLAZOQkKCqqqqqqvr27Vs60lb5y2XtSk1N1dfXt/mgadOm3/4MI+7cIcZGRasmlWbFhT/UCg83kEi+8EcSF0fWriVXrpC4ODJw4MfXDxwga9YooKXVDoSEkD/++INeZb60l9A35eTk+Pn50fghFotpRkA/P7/qlaZ4tRMIIyLI338TgYDo6hIOhyjwieGbcnNzi4qK6HFBQUGBzP5rJSUlN2/edHR0lB1XprGkSZMmGRkZ8mgPnbSycePGmhfF4/EGDRo0ceLEiRMnduzY8dixY9u2bbt69SqD+2LS/SUGDx7MVIGVUVz8XCwWpKfvfPly7MuX4/Pzb79+/VNoqKp0Zk3OrgnExYXcu0eKisjt28TZmURFka5d35940dHE3JxUdtffCnw7EMbExCxcuJAeFxQUjBo1qkoVTJ8+HQB69OiRmppKR1bXrl1bjYY6OzsDAI/Hu3btGgA0bdpUTjv9Mq7WukaXLSMA5NdfybZtRFOzdMOyb39EJCJdu5JnzwghpKSE9O9PgoPl3UxCyK1bt6Rh7PHjx8+r0ukhFovpIhZbW9vK9xDQ2c6urq5WVlZ0AG/lypWEELrhS6tWrRSWsa/mVq1aJb0Obtu2jW6jKl/JyWTdOvLzz+TQIZKfTwICvv0RBXJ2dv7nn3/osaen57Zt27Kzs2nmOdkUho0aNeLxeL6+vnl5eYMGDQKAsWPHMt6Y8PBwFoulo6OTk5NT89J4PN7Nmzfz8vLy8vJcXV0ZfxiguwkWFhYWFBQEBgYy0uVWGdHRFmFhmoWFwQUFAaWlqfRFsbgwN9fvzRuHiIgmZYMs3j8IGhiQqVPJvXtk504ie28xfjz5999qN0DuG/MWFBTQ3IkuLi7379+nOzXfvXu3SoWIRCJ6BxcWFkZvrzZv3iyf9jKv1gLh/v3khx/Iw4dk0CACQE6frtSnnj4lXC6xsSHW1sTLS85NZEZiYiLNSU23/fqS9PT0c+fOOTk5denSRTZrq7q6urW19f79+8mHm/ft27crqu31UFYW6dyZXLpEnj8nq1eTL+waXYvKBcINGzbI7tny/fffr1q16vHjx7KjaAkJCXSiH+OhhW6wvHz5ckZKq0nfSWXIXp06duworMEzVuWVliby+aywsAZisSAiwojPZwuFcbJvkEhEksAAsmIF6djxfTjcs4f8+SfZu/fjm+bMITVYmCT3QEgICQkJUVNTY7FYly9fppudNmvWrKqjr4WFhWfPno2MjGTw9koxMjMzp06dKv1ScYNPqakkNJTk5pKjR8mECaRKvzFF3Qky5erVqywWS1VVtVyS97S0ND8/P7r+STb40ZTHrq6u/v7+BQUFwcHBW7ZssbGx0dLS0tDQYHyuxH/Ktm0f78QlEtKpE0lPr9UGlefs7Lxw4UIvLy8vL68pU6Zs27atX79+dElcbGzslz5FZx7o6ekxuBDz1atXKioqqqqq7959Iyd+Jf0nA2HWm318Prx8Ob6gIIjPh6dPTb/27pcviYcHSUoip04RR8ePr/fpQ2qw5lsRgZAQsmHDBgAwNDRMSEigefyqMTlTKBTSgUZnZ2d5NPI/xcWFDB9OVq0ilpbk8OHabo0i0KSjZmZmeXl5hJB3796V29VWS0tr8ODBf/zxx/379wsLC/l8voeHh729vexGDdra2iwWi/E17/8pjo7k3LmPX44dSx4/rr3WVMDZ2dnV1fXcuXPnzp2bM2fOtm3bvjKFUtaYMWNYLLaDw02m7gPpJjk1T/qhMN99953TBwYGBooJhMTGRmLaQvjgdFbo+rAQzrt3Syv1qZIS0rMnOXyYPH1K3NyIzMNGNSgoEIrFYtrpZGtrGx8fTxNiVWZbkKSkJF9fXycnJysrKw0NDT09PQ0NDenGHKhigYFkxIj3x8XFpEMHwsRuMnVcaWlpnz59AGDSpEmEEJFIpKenp6WlZWVlJX3y4/P57u7udnZ2smNFAGBqasrj8by8vFasWAEAjRs3TkxMrO0fqK5at47Izqvs25fUYCq4PHw+RljJD6alpQ0alApAPD2rX7t04lJaWpqmpiaLxaKLYuuFFi1axH5gZmamiEBYUEDU1QmHQzIySMeO5DuDsqeV3mspP5/s2EGcncnRo6Rmg/oKCoSEkKSkJDqQs337dl9fXwsLixcvXnz+toyMjCtXrri5udna2pZbzszhcGgEHTVqlMJGceulzZvJjh0fv5wxg9y+XXutURzpip1Dhw4RQqKjo4uKiqTBr9yeVtLg9+bNG2kJEonEzs4OAPr371+P5sso1LNnxMLifU/7vXukb9+61pFe7UBICLl4kQAQDQ0SFVWFGsvKyuhpxuVy9fX1afz47bffAGCM7HqkOq8WukZPnyYApH9/Ehf3fi5MdVeA1ITiAiH5MJCjrq4eFhYmvcqUlZVFRUV5eXnxeDxzc/NyafiNjY3t7Ozc3Nz8/Pyys7MTExPpYs/dClnoXV9t2qScgZAQcvr0aQDQ1NT8+eefBw4cKJv/lsViderUadGiRadPn/7KWov09HQTExMAcHNzU2DD65VLl8iwYcTGhkybRureo/OLFy/SPwxbJiQkVHXMb+ZMAkB69CBfX5IgEpF//yWbNm0dMmSIbLYgFRWVsLCwwsJCeqX60ka1dVMtBEKhkFy7Rvz9iacnASDTp8u9xoooNBASQmgGo1atWu3fv9/R0bF3796yE7roIE3//v2XL19+9uzZhISEz0s4f/48AGhoaNSXxB+14N69j+viS0tJx45EPguk6qaRI0fK9nzSvMDe3t4Vnk4VunfvHp3ezEjqIlS/5OWRli0JAPnjjwq+Gx9PvLyIvT1p2JAAkK5dB8ieZr6+vjk5ObGxsRMnTgQAKysrhTe/RtJl5j3JaVXlJyQScvo0WbaMbNhAEhNJSAippau6ogNhcXGxmZmZbPZtDodjbm7O4/E8PDxoatdvFjJ79mwA6Ny5c80zNfxnzZ9P7O3Jpk1k0CDCdKaMOm7kyJEA0Ldv33/++SezuoOja9asgZqt00f11927hM0mqqpE9mHyr7+IkdH72fv0X9u2ZM2aK76+vhkZGSkpKb6+vg4ODjTtHz15ZtW9tSV1yy+/EEdHEhVF/PxIp061tfsNUXwgJITQvDB9+vTZuHHj3bt3v5lS8nOFhYXt27fH6aPfEBdHbt0iClheXZfExsay2WwNDY3U1NSalCMSiQYMGAAAixcvZqptqB5Zv574+RHpxamsjLi5EQBiZETs7YmXF3n9mmRmkrNniZvbVXo5kjI0NBw8eDAdBlJQop/6SCAgZmYfJ7l4eJA//6yttig6ENK0e4aGhtIcSNXD5/Pp2sQrV64w1Tb0HzBnzhwAkOZCqonExMRly5YlJiZKeylyc3MFAkHNS0b1wp07RFOTxMcTQsitW2TmTBIdTQQC4u9PXF2JhcX7lPWdOz+kYzpcLpfu3kdXa9COK0tLy0ou3lA6MTFkyJCPX968SX76qbbaouhASFMZMZJ2j65N7N27N84gRVRaWpqGhgabza5wQnL1/Pjjj9L5Dr/99pt0k2r0n3fnDrG2JiNHEkLIrVtk0SIyYgRRVf3YNaqhQQYPJhs2lD18+PDzbNe5ublNmzbFmX1flJlJunb9+OWJE4Sh/DvVUJ39CKvt8ePHd+/e1dPTW7BgQc1Lc3V1LS0tnTRpUl5eHp0ckZWVJRaL6WZdSAnt2LFDKBROmDChbdu2td0W9F/QvTsUF8OZM0BXcrFYIJGAhQVwucDlgpUVaGoCgAqA5eef1dPT27Nnz+jRo1euXGlnZ9e8eXMFN76u++47MDAAf38YOhSKimDPHvj779pqC/vbb2HOX3/9BQCOjo7lljNXD5vNdnNzO3r0KO1uBYCzZ88ePny45iWj+kggEHh5eQEA3UeGQRcuXNi7d+/evXvDwsKYLRnVfRs3wp9/QmEhAMD//gdZWcDng7s7cLnwzS2WR40aNX78+Pz8fEZu/f+DTpyAw4dh2DAYPRoWLYLevWurIYp7IoyOjr5y5YqWlpaTk5PCKkXK4+rLlw3btu3YsSPN4ccgAwMDIyMjANDW1ma2ZFT3NWoEixfD5s3QrRu0bl3lj+/atevu3btXr1718fGhO6qij4yN4eTJ2m4EgCID4dnoaI0GDebNmtW4cWNmS/7nn39evnwJACEhIT/88AOzhaN6QUzIMTa74a5d6z9srs2g/v379+3bFwDwiVA5zZ0L1e5patKkydatW+fMmbNkyZJRo0Y1aNCA0aYhZigoECaUlFw2Ne1///6Kpk0ZL7xDhw7W1tYAkJ2dzXjhqF64lZOTXFraUkOj34dVXAjVUKdOQMdw2Gw4eRJycqpZzqxZswICAuzt7TEK1lkKCoRHU1MlhFg1bGjC9OMgAHTs2LF///4AEBMTk5uby3j5qO47mZ4OANONjBgf9F61alXTD3dvs2bNwt5R5WFoCNKJd61bV6dflGKxWEeOHJk/f76BgQHtt9+wYYOZmRndqhDVBYoIhOllZVeystgs1gwjIwVUh5RNSEHBM4HAQEVlxKdZ2hlhbm4uPTY1NWW8fKQkhEKhWCymxyUlJWVlZbXbHiRLEYHweFpaKSHDDAxayGRAZoqTk5M04+3EiROlpxpSHsfS0gBgiqGhOluhs6ARqpKIiAiJRAIA7969wxU+dYrcA2GeSHQhIwMA5PQ4aGxsLD3+Tg4TJVAdF19c/CgvT4PNniCHXneEGBQREUHHbt6+fVvbbUGfkHsg9ElPL5JI+unpddDSknddSAk9zs8HgNGNGumpKDQ7BEJVNWPGDDqtr7S0tLbbgj4h92vHv/n5ADCrSRN5V4SUSnJp6cviYgBopqGxp107efS6I4SUhLwCYXBBQbFYDADzjI1VWKwuOG8YMSowNze0sNCiQQMA6KOra6iqWtstQuhreDyemZkZPR45cqSenl7ttgfJYhFC5FHuuKioqYaGAKDGZo9t1EgeVSBldjo9XQIwFfPKIoRqTI5do5PwIoXk6VpWVoxAAAC/tWqlxmLVdnMQQvWVHAPh769fA0BPHZ0x+ESI5KCfvj49tVQxCiKEakCOgXBJs2YAoIFLu5B8NOBwcGgQIVRzcgyEjfAihRBCqM7DpVeoXhqH/e0IIYbIa9ZooVjcgMORR8kIIYQQg+QVCBFCCKF6AWeyIIQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIVRNT548ef36NT2Oi4t7+vRp7bYHoeqpTiCUSODVq4/HyclMNgghVF+cPXv28ePH9PjevXuXL1+u3fZ87tUrIOT9cUJCrTYF1WHVCYQFBWBmBqdOAQDk5sLEiQy3CSnMhQsX+Hw+PQ4MDLx+/XrttgchZrVpA4cOAQAQAsOG1XZrUF1Vza7Rbt1g61bIy2O2MUjRgoOD4+Pj6XFMTEx4eHitNKNpU7hw4f1x79610gRUTZ6enpMnT548efK+fftquy0VaNMG9u6FjIzabgeq21Sq9zFtbViwAFavhnXrmG3Pf1NgXt7L4mJ6PL5RIz2Vav7a/6vU1eGvv4DLhQYNID+/tluDqmLevHnjx48HAG9vb4FAUNvNKU9dHVavBhcXOHKktpuC6rDqT5b58UeIjoawMAYb8591KydHi83urK3dWVtbnV23Jiht3LjR1tbW1tbW09OzttqgpQULFoCbW23Vj6pPU1NTT09PT09PU1OztttSsbFjISsLAgJqux2oDqv+RZnFgv/9D1au/PhKWRm8eVPzJv03ddTS6qWj00tHR6NuBMKkpKR///0XAH799dfr169fv37dycmpFtszaxY8fgyRkbXYBGX3yy+/SI/Xr1+fk5NTi41h1o4dsGrVxy8JgQ9zXRECqOHyiU6dYNCg98dJSWBpCcOGQd3rHakTtiQkLHzxYl1t3SkUFkJmpvRYuGFDt06dpk2bJhaLa6c9n2GzwdMTli//5MUP3clIES5Ix2kBbty4UVRU9M2PdOjQQU1NrbS0FADmzZv366+/yrF9NWBm9nGmTH4+DB8OffpAenqttgnVJdUZrNLWBg+P98dr10JUFOzZAxMmgEgEcXGwYgXs2sVkE/8bljdv3qVBg1qouKgIZs6E4mLQ0YHERDh8GDw9NTw9dw8Y4Nu4cePGjRs1akTfaGRkVLu9Wz16QLt28Pw5AEBZGaxdC76+EBoKurq12Cj0RSIR+PqSFy/WGRoaWltb13ZzKrZ///sDV1cYNgxOnYKhQ4HFgowMmDcPLl6s1cahuoPU2NKlBIDweCQqimhoEBaLXL1a81L/U9a8fh1RUFA7dW/YQP788/3x7dtkxAiSlEQGDxY/eFA77anIgQPvD3Jzye7dJDqaZGaS3r0JAJk1q1ZbViedOnVKenzlypX8/HxGim3RooXNBw0bNnzz5s3x48fT09Ppd+2fPVv44sXCFy82vX1LX8nLI0uXEisrIpEwUr/cubkRADJtGklMJA0bEgBy9GhttwnVDTUKhL6+5KefSHw8adCAABBfX+LuTgBI06YkO1vMVBP/A7a8e/dMIKiduocOJdHRH79s3nzRokXSr9asWZOVlVULrfqyM2eIpibh8UhMDNHSen9eIVlmZmZi8fu/Ly6XGx8fz0ixpqam0mNra+tz584BAJvN7tOnz99/Hx3Of0oD3qtX5McfCb2ve/mS7NjBSOXydf48WbGCvHpFdHTen1GHDxMAoq9PEhLKart1iLx+/TozM5Mep6SkJCUlKbgB1R8jTE8HBwfw9oaAAHB3BwBYtAh4POByxW3aXHN0nMnQI+vX+Pj4SDM83bhxI6yuzmF1ad7cXEsruqhoX3Lyi0oMvTCptBRUVT9+yWZfu3ZN+tW9e/cqMxSkGElJ8Pff0L07cDhw7BhERMDmzQAAixZBSooiGpApHUb99Fg5sdlsGxubli4uOTNnnjZuklpa1opbOHV58YMn4lu33k/xzcmB4ODabui3JCXBtGmweTNER8OmTQAAixaBrS1MmiTu1evinDl2RJp7Rm4mTZoUExNDj5cvX46ZK8rZtWvXvXv36PH58+d9fHwU3IDqB0JDQ6Dz7ZcsgZEjYdgwyMyENWuyvbzehoZOOnHimK+vL2PN/IJr164lJSXR44cPH0ZHR8u7xpq4lpW1LyXlvpzTEDwvKgorKKD/AAC6dYNHj95/7+VLMDKSa+3VVloKlpbg4gJ8/vv4t2ABjBoFI0ZA27aJixfPU8DVqrfMYv4+ffrIu7qaGD9+/NixY8eOHRsREcFUmZaWltJjCwsLa2vr69evj5ozx7VVq0ER7VllLNItJ0iSmSIWDh0K4eHAXM3y1bQprF8PADBvHtjbS69UGTt3JDe6tAAAIABJREFUZkdEONy8ecPLy0vebRAKhRKJhB6XlJSIRCJ514iqpEazRnk8sLeH/HyYMQMOHIDhwwO9vZvevXt369atADB//vzExESG2vlf0ENHBwDexye5+evt28cFBeGFheGFhQAAK1aApyf8/TccOADTp4O7u0Qisf2g7mRJVlOD334DAFiwAEaOhBEjIDcXli4tO3Ag+8WLbufPH1DA1aoeOXnypI+Pj4+Pz/fff89UmcePH5cee3h40FlUHA6ng6XlorWGTRtyrs5qvqJ186FttFks2L4dFi8G+d+cMGPZMhgwAFJSwMkJDh4EW1v/Q4eaXb16lZ5ULi4ucXFx8m5DaGhoQEBAQEBAct3OzlxaCvTKQY+FQgXV6+Pjs3r16tWrV1+6dElBVcqoaYqTXbsgIACSk0uuXr0xfXrhtWvCJUuWhIeHjxw58sqVK3PmzLl+/TqLxWKkrRVycXHR19cHgJcvX65du1Z+FdWcRYMGbIAIgaBUIlGT52rC6UZGOhzO+y9MTOD8eYiMBIEAzp8HExM2my3tmRkwYID8mlFVDg5w+TJcugRz5sDRozBtWtqjRyPOnZu1f//+8ePH//LLL4MGDWrfvr38GlBQUHCIJqYEKJReDOokDQ0NNpsNAGz5L0u9lJWlo6JSJBZ37gadO8OTJwAAXbpAr15w7Ji8K2cGmw2HDkHXrhAeXhQS8nDq1JTr10uXLFkSGRk5depUHx+fmTNnBgQEcKR/NXIQFhZGHwzqeCD09QUnJ4iNBUNDOHUKEhJg9WpF1Nu7d+/BgwcDQK2s6appIGzcGI4cSR4/vvOyZcLQ0NDJkyefPn165syZPj4+3bp109HREQqFcp2Uv3XrVjp1263OJybRVVEx09SMKy5+VlTUXZ5LKXYkJqqyWO21tMY2agQCAZiZQYcOEBYGdT612/798P33EBQE167xly5NGjs2bPnyaD6fP2PGjKNHj/7444+PHj1SlR3yZBSbzdbW1qbHcr17qyFVVVVp81RUVOTd1HkmJqYaGs3V1aWvEICU0tK1a9W6dIG6um6iPFNT2LUrZu7cng4OWk+fPp0wYcK5c+dmz559+vTpgICAPn36iMViuQbCefPmderUCQBSU1PlVwsjLCzAxQWOHlVopWZmZj179gSA4ODgYoWvIGbgdtLW1mTatPHFxcU//vijh4eHsbFxUFDQgQMHnjx5cvbs2TqbeKlWWOjoAEConHtHxzVqNMnQsK+eHgBAUBCUlYGWljQKDpImQQD44Ycf6tT/ICMjOHSoyNjYbvHi/u3atZs1a5ZQKJwxY8bWrVtbtmypqqqanZ0tv9q1tbUnfyCNiHVQTEwMi8UihAQFBfXp06dVq1YKqJT3YXS5VLsspkXqkrg4DR2yc2d9SpLO43XgcgdkZmY6ODjs2rWrcePGt2/f3rlzZ0xMzLZt29TU1Gq7gXXFkCFQUAB37tR2OxSJkbmnhYWFbdq0AQA3N7fLly8bGhqy2eyAgABGCv+KX3/9NSwsjB7v3Lnz0qVL8q6xhm7n5Fjw+QufP5dfFdOfPcsXiehxSUkJ+fVXAkBcXWXfExkZOWvWrI0bN8qvGTUxZ84cAOjevXtGRkbr1q0BYPny5fHx8WVl8p3p3rp1a+mx7FqCukkikTRr1gwA+Hy+nKooEIn+ycjIKi2VfbFYJGlkITDipXq8VvQc95pLSkpq2LAhABw+fNjHx8fAwIDNZj979kyulYrF4oMHD0rXKd2/f//169dyrbEmjh0jGzeS169Jjx7kwAGyfr0iKs3IyCj4sNI6Ozv7f//736tXrxRR8QfMBEJCyP3799lstq6ublZWFn3C7datW0lJCVPlfy4xMXHw4MHXrl2TXxWMyysr68Xn9w0LK5HPIuTc3FyLs2elgbB169bE0pIAkE9/S3SM0MbGRh5tqLnCwsK2bdsCwKpVqx48ePDdd9+x2WzZVeTykJSUdOjQIemX9+7dk2t1jPj5558BYPXq1fIovEgsHhYR4RofXyT+ZE3wv/8SAKLetKRXaGhUYaE8qparo0ePAoC5ublYLO7RowcAWFpaij78ycjD+fPnORzO8uXL5VcFg2ggJIT89Rfp2VNBgVDWb7/9BgD29vaKrJSxQEgI2b17d2xsLJG5kMnpT5RatmwZAEyZMkV+VcjDosOHOw0dKo/H5cd5eRfevOk+aJD0utW6ZUuiqkpUVMinyUdu374NAIMGDWK8DUx58OABh8NRUVGJj48fOHAgAJiZmTGVQqVCy5YtY7FYmzZtkl8VjKP/H9u1ayePwo+mplrw+TNjYsq9vnYtASD9ZhZY8PkToqJKxPUvdcaOHTtycnIIIbm5uS1atAAAufaO/PDDDwCwe/du+VXBIGkgLCkhHTvWQiBMTEykAxMK6FOUYjIQygoKCuJwOPLrIM3MzGzQoAEAhIaGyqN8+aGbPKxbt47ZYovF4lGRkd3u3WvSsuW5D5o1akQAyA8/lHtzYGAgAFhbWzPbBmZt3br16tWrhJCysjK6wm/27NlyqisvL09PTw8Anjx5Iqcq5EEkEjVu3BgAGO/cKxGLbSIiLPj8h3l55b5Fuxj+8ZPYP3tmwefvTExktmoF8/f3Z7FYampq4eHhciofAIyMjIqKiuRRPoMkEpKdTZ4/J69fk+xskpdHXr0iiu2hfI/OfOzevbu4urdZzwWCfcnJ9F90JbJ6yWvudd++fV1cXCQSycyZM+UxE33Hjh2FhYV2dna0c6MeoSsW7t+/z2yx+1JSkktL22hoqEokGR+QkpJIgAVC4Y0bN+gWARSdeCn7ypccPnxY+rbz58+nKzBj/y+//DJ8+HAAUFFR8fb21tLSOnTokJyyNOzfvz8vL2/IkCHdunWTR/lywuFwRo0aBQDnz59ntuQzGRmZZWUdtbR++DTlOU0lo6YG3EGs31u21GCzH966FRISUu2KTqanz4iJWRQXtyguLrI2dq7hcrmLFi0qLS2dNm2aUA6L5jZu3AgAy5Ytq1Oz0iqUnQ0GBtC3L7RqBQYGoKcHrVtDz57AYkFWlkJb4urq2qJFiydPnpw8ebJ6JcQWFWWUlvbU0empo9O4MvPMqxdvK6OkpKRr164AIJvckhH5+fl0xPtBXcocXUlZWVlsNltTU1MoFDJVZlxRUZ/Q0F58/qPk5O7du0tfN2rQ4GcdHfo/Wltb287OztvbOz8/n+aik33nl3Tr1i3vwzPB2LFj5XTXXBm7du0CgIYNG757947ZkkUiEZ2Sc/nyZWZLVgC6+rhHjx4MllkiFttGRFjw+UG5ueW+deoUASBc7vsv123fDgCdOnWq9sl8IDn50ockk7VFIBC0a9cOAFauXMlsycHBwQCgq6tLe2LruNTUsubNS7t2LRGJJM2bl7ZoISKEtGgh1teX5OTIPbG6hJCz6en0392cnCNHjgBA06ZNC6s1Dn0xI+NQSkrl3y/HQEgIiYqK0tDQYLFYV65cYbDYTZs2AcDAgQMZLFORaDaQwMBARkoTEzIrJsaCz9/y7l1ubq40vBUUFLBYLBUVlV9//bVLly7SWx9NTU26gqJ169Z8Gbdv3/b/VFxcXN0JhBKJxM7ODgCGDh0qYXSq0alTpwCgXbt21e6HqUVCoVBXVxcAmEq9TQg5xedbh4XxPhsdJITMmkUAyJYtH2s3NzcHgFWrVlWpCrFEkigUxgoEB5KTdyUmhhUUPKmt7VkIIYQ8evSIDuXcv3+fwWLHjh1bjV9ObaHpKk1MTOiTsZqaGiGEDtdVLxpViUgiOeDsnDVgQNaAASnLlolFoh79ewDAH3/88ZVPlUokb4XCh3l5Z9PTdyQmusbH86KjedHRFzMyRj99Ov/58/nPn+dXYiaUfAMhIcTd3Z3+cpna5UAoFJqYmADAjRs3GClQ8RwdHQHgT+nuSDWza9cu7ooVUyMiBCJRaWnp9evX6etXr14FAEtLS/rl69evPTw8uFyuiooKVC4jycqVK7t16zZkyJBhw4YNGzbM0NCwFgMhISQ9Pd3IyAgAPDw8GCyWzmXYu3cvg2Uq0tSpUwFg69atjJRWXFxsYmJi1KZNQFxcuW9JJJJevYoByNOnH1+kIURFRSU4OPhLZeaJRNECgX92tldSkmt8/PToaKuwMAs+f8qzZweSk395+dIrKWlfcjIj7a+2VatW0btDpuZkxcTEsNlsDQ2NlKo8mtSitLQ0CwuLESNG5Ofnt2jRgq4gMjc3NzU1LS4ulnft4s2bMw2/IwD0n/jkiTb8NiwWS0tL6927d2KxOCEhISAgwNvbe+3atTNmzOjXr9/8gIBefL7FZ/96h4b+k55eh54ICSFisZiOik2dOpWRAmkXWbdu3Zh9LFCks2fPAsCQIUNqXlRKSgrNMHfu3Lly33J1da3wbjQ5OZlOu9fR0bGQMXjwYO6n9u/fX3eeCKmrV6+yWCx1dfWIiAhGCnzw4AEAGBgYKOCeV07ouKmVlRUjpe3YsYN2m3/+90UTfPfuPdU7JYXuTbjwxYvkkhIXFxcA6NixY3FxcWlpaXx8vL+/v4eHh4ODA5fLNTY2nvzoUblLVU8+f2Rk5LK4uLrQNUqVlpbSdV8LFy5kpMAZM2YAwOLFixkpTZFycnJo15EiKxX8NIUAnJ9lG9GvDwG4smWNdmjbltbWdECkwnQHP547Z8HnD3ryZHp0tGt8vGdi4rmMjMd5eYlC4YU61TVKvXr1SkdHBwB8fHxqWJRIJDIzMwOAs2fPMtK2WpGRkcFms9XU1DQ0NExNTa2srOzt7Z2cnNzd3b29vf39/aOionI/G56p0OTJkwFg+PDhn3+LzrS8efPm59/asGEDACxduvSb5de1QEgIcXBwoONSjNylTpgwAQB+++23mhdVWwQCgZaWFpvNrvkubkKhkC7Sv3jx4uffpUMSc+fOXfP6dfiHnswisfheampjIyMAaNSoUYVZymZdvsyLifnt1asDyck3s7OfCwTFH3qh604gJIQ8e/aMqaGcd+/eqampqaqq1uW1819CA6G+vr4iK42a0psAEHNzYmJCAC5v3qQZ2rZZ9+7SM6pJkyaWlpbTpk1bvXr1gQMHbt++/TY1VfSFx6Gb2dmnP+wpXRmKCISEEJrlXV9fv4YzHby9vQGgQ4cO9XE4hxIIBHRJ7zc7J/X19c3NzQcPHjx9+nQXF5ft27f7+PgEBAQ8f/6cPr7QdfFaWlqfZ2HIz89XUVFRVVWt8EFnypQpAHD48OFvtpbL5UozPsyaNUveOTgqQyAQ0NTbLi4uNSzq9evXHA5HTU0tubb75WqITq8dNGjQ77///vfffx84cODMmTP+/v58Pj8uLi49Pb300+wwX7Jz586vdLfQnMhnzpxZ8/p1UF5eXllZgUjEz8+34PM7jR1LL1gqKiqmpqZcLtfBwcHDw8Pf3z8+Pv4rnTcRBQUv69K6AhrsaziUU1ZWRh8HZ8yYwWDbFCYrK4t2kyimOpFElFmWedJjuITFet81qqsrfhLW+dn3a9etA4AxY8bIe/GJgrIwOzg4XLp06fLly3PmzLlx40aV0gSXlpZGRkaGhITw+fwrV64AwIoVKxSQdJ9xr169evToUZ8+ffbu3QsAP/3008aNG9PS0hITE9PT0xMTE9PS0pKSkugraWlpubm5ubm5X9pksUGDBvTX2L1794sXL7Zt27ZNmzatW7emfQiBgYEikcjKyqrCnJm0j0t2Bs2X0FVQlHRnhtqlpaV14sQJS0vLbdu2DR8+nF6dq2fDhg1isZjH4xkbGzPYQgVLTU19/PixhobG3bt37969+6W3aWlp6evr6+np6enpSQ8aNmxIj/X19bW1tf/66y8AcHNz+/wvVCAQ0MXBgwcPfpqffzQ1VU9FxVBVdWHTpl0bNMj5/vtnFy7Mnj177969VcqK3kWe2eerwcXF5erVq/fv31+8eHGV5u4nJyeHhoaGhoYGBQU9fPiQzWarq6vPnj1bfk2VH7r/g1xTkFN54rwjWUd2pO/oqd2z5+SBPxo2PNl4FgBAq1bErDU7lvUiNhYAhg8fLu/FJ4rbjuDgwYPff/+9v7//3r17Fy5c+JV3isXi2NjY0A/CwsKkychZLBaLxap32xw+ePDg0aNHU6ZMcXZ2vnnzJj3PxowZY2RkZGRk9KWAVFxcnJKSkpyc/Pl/ExMT8/Pz27RpU1BQEBQUFBQURD/C4XBatGjRpk2bhIQE+DS/tmyxcXFxKioqdL5ffWRhYfH777+vWbNmxowZkZGRBgYGlfxgYWFheHg4vVrdu3dPIBCoqalNnz5drq2Vqzdv3nC5XJqLnMfjmZmZ5ebm5uXl5eXl0YOcnBx6UFRUVFRU9PU9gHR1dVks1sGDB9PT0+n5Kf3W7du3S0pKrKysDAwMID9/oYlJ1w8x7GD79kOCggBg1KhR8tsbRDHYbPbhw4e7du3q4+MzZswYOvRQodzc3ODg4MePHwcHBwcHB8susWWxWDo6OiUlJe7u7v3796/LO5lUiO4hLNeHjYjiiJ0ZO09knyiWFAOAOlv9T+M/D3U99K7NxhZqLd6UvmkGBAAePXoEn24ZLS9yfd4s559//gEALS2t559mnZZIJC9evDh58uSyZcv69etX7iGGzWZ37NiRx+N5enru2LGDLgl4/PixIlteVStXrpSujti9e/fevXtNTEzu378fGBgYGxtLp0IJKpHv4CtycnKePXt25coVDw+Pn3/+2cbGxszMTEVmo6V+/fo9evTo8w/S5c+dOnWqSe21TjoJa8KECV95m0QiiYmJOXz4sIODQ5cuXcrd5GppaQGAjY1NPZ14FRsb27x5c/qzNG7c+OtJyQsKChISEqKiooKCgq5cuXLy5Mndu3dv3LjR1dV1/vz5kydPLpebQkVFZdCgQR4eHrTjfdGiRfAhI5LsGCEhpKysjPZPpKWlyftHVgzaZ6Ovr5+QkCB9saysLCoqytvb28HBwdzcvFyc0NPT43K5bm5ufn5+GRkZqamp9DbC09OzFn+Q6pGuo2C8ZDER++X6cV9wWaEsCAVWKIv7guub7SuSiAgh9wru2b20s42z5b3m5YhyJsdOBgAdHR25ZoKlFBoICSH07tvS0vLdu3d+fn5ubm52dnY0TZQsY2NjOzs76Vn14sWLEydO3LlzhxCyZMkSAOjQoUMNA4lcOTg4SGepbNy4cd++fRcuXKDTRHfv3g0A48aNY7ZGiUTi5+fX+8OmOJqamvv376/wnQcOHACAadOmMdsAxXv16hVdQnf06FHZ1wsKCgIDA93d3e3s7Og267IXd3NzcwcHB29v76ioKOnVatu2bbX1U1RbVFQUXUfUpEkTAFixYkUNC6S9CPr6+p6enlwuV/bZrmvXrnRyMl0jcS49/a3MCnq6bLxDhw41bECdMnLkSHo3efz4cScnpx9++EFdZkdG+idmZWW1bNmyU6dOlZsRIxaLIyMjL1y4AAAMznBWGHomNGvWjMEy09LT/kz+s2lkUwgFCAW9cL0lCUteCF985SP0wYmR2fXfpOhAmJOTY2xs/PlDt7Gx8ejRo9etW3ft2rWMjIykpCRpmJRey2g+cqFQSBekOzo6Krjxlefg4LB///6oqKioqKhly5bt27ePEEJnOdrY2ACAt7d3zWt5/fo1TaLv5+dHZ34DQKNGjdzc3KSZLJKTk3k8nuwTD012Wr+yS3/J4cOH6c34/fv3vb29nZycLCwsyp1d0psqf39/2SF3iUTy5MkT6XoM6X5e9UJeXh69fRw6dCjNkhodHV3zYmlMpZf1wsJCPz+/KVOm0OEZNpttbW1d4SS1bdu2AcDcuXNr3oC6IykpSUdHh/5upUxNTXk8noeHR2Bg4JeS6RQWFg4cOFBXVzc+Pn7evHkA0KlTp7qfaFTWmzdvAKBly5aMlMbn8x0cHDQ1Nbv/2x1CoW1UW/dU9xzRt1Pt0AVgct25QUrRgZAQYmtrq6mpqaWlZWVl5eTkRO/N09LSLl++vHbtWjs7O9mRCcrExGT06NHS9O1hYWFqamqMJ6xhkIODw8SJE52dnZ2dnfv160cDISEkNzdXTU2Nw+FkZGTUvJaysrLjx4937NiR/paMjIzc3d3LPSiXlZWV21GI9ijWr+2rvmLcuHHlxmBUVFQsLCykp1aFnyotLR0xYoS6unp4eDjt9KMDrgpufOVFRERIUxVmZ2ePGjXK29t74sSJNBNVnz59GKmFzj6la5PCwsLmzp1Le48BwNDQMP0L89HpEpTKTEKuR0pLSw0NDTkczqBBg/7666/bt2/nfZZ//EvorOxevXrl5OTQGc7Lli2Ta2uZFRoaSm+pL126FBkZWcmlXOUIhcJjx45J+6g4HM6iPYv88/0lpLLDEP379wdFJT5UdCBMTEykkeDly5fx8fHu7u4TJkygO6HIMjAwsLGxWb169YULFxIrSm9PV8KZmJhk1plFSLI+7xqlx3Qe2uDBg2tYfklJibe3N93rit67eXh4fP2uUyKR2NvbBwQE0DSt9X3BgNTff/8NAA0bNpw0adL27dsfPXpUyV0wafzr2LFjVlYWna/k4OAg79ZWW0hIyKRJk+hxRkZG79696TGXywWAPXv2MFIL3Qpu3LhxtFgAYLFYXC7X19dXOgB5/vz5crcXdM5t3GeZaOo1usapc+fO1Rg/zsnJode0tWvX8vn8On7XLiUSifz9/Xk8noaGRrlHYbrima6KcXNz8/LyogtjKhy9S0lJcXd3pwtSaYeNk5NTVTfaLSsr09bWZrFYjDwzfJOiAyFNQkE3Ebx27Zr0F92gQQPZB8RvnnzSuRKMD7YxosJAmJubS7fWc3BwePr0afWeP4RCoZeXl+xJNmDAgMps3X7//v1evXoVFMTv3t1n1aoRDKb8rl20n/z06dNV/WBxcTGNfwsWLIiKiqIdgPLe/rfaQkJCbGxsIiMjIyMjAwICaCBMSEjgcDgaGhrZ2dk1r4L2okv/JHV1dR0cHD5fOXr8+HHZQBgXF0d7I2regDqle/fuAHDo0KFDhw6tX7++qpfjgIAAmnnu4cOHdFGKiYkJA9d0oZDIYWJXRETEsmXLpF1x9Dl41qxZI0aM6NSpU4MvL3FRU1MzNTUdOHDgjBkz1qxZ89dff9nb20tHl7t163bgwIHqdQvz+XyQ216bn1NoIJTu+kbnfGZmZi5evNjb2/vZs2fVWCD/pbkSVRYSQjw8yJEjhImrCXXp0iVpEuQzZ86sXr3azs5OTU2NzWbLzkFo2LChubk5vc9yd3f39fXl8/lfSlRfUFDg4eEhXfH2/fff79+/f+PGjZW/0ywuLs7N9ePz4f79TmPHjpWtiJErqeLRZY4mJia5ubnz5s0LCQmp0sel8e/06dOenp4AoK+v//bt2xq1qaiIhISQ8HBSibuTygsJCWnfvr2Li4uLi8vPP//cvXv3I0eOWFhYAEDz5s1Xr159/PhxPp9fvbsrPp/P4/FUVVXZ6uqt1q3reuKEh4fHN3POvXr1av/+/XSY9utzd+sduuOxoaFhYWGhqakpAFy6dKmqhaxYsQIAWrdunZOTQxcyjR07tvptio8nQ4eSUaPIgAHE2ZkwMZEyOzvby8vLyspKekXq2LGjm5vbmzdvCCF8Pj8kJITOBC4qKqKZ87y8vFxdXXk8HpfLNTU1LTcer66uzmKx2Gy2nZ2dv79/TSZjh4YemjdvwO+/L6n5j1kZCg2EmzdvBiY6BqWkcyWqn8dozx5iZ0cuXyb79pEuXQhD878lEklISMjvv/9ON6KiVFRUBgwYMHnyZFtb244dO35liaiBgUH37t3HjRu3dOlSDw8PHx+fFStW0Gl7ANCnTx8/P7/qnWTJyX/y+fDrr5qPHj2SXUFBE+zWO6NHjwaA9evX0/nuffv2rWoJNLVmw4YN37x5Q0vr169f9adrR0YSCwuyahVZupRYWhLmsi2HhITY29sHBga6urrKnlStWrUqd/I0bNjQysqK3lr5+fl9JbFLQUGBl5eXdBmrqqqqvb39gOBgCz4/+Vvdy2VlZd27d9+xY8f9+67OzgNPnWKmb7aOoPucrFu3riY7k5SWltIRspkzZyYkJNAhiS/N5f62wYOJdJPz2bPJkSPVLOdDF6i9vb00gae+vr6Dg0O5/XBo9xUNb7RflMfjubq60n7RqKgogUBQXFz8/Plzf3//gwcP/vLLL/RqXOFgVlW9ejWNz4f0dAWlwldcICwtLaX95sxO07C3twcAa2vr6ly8JBLSujWR3vnu3EnWrKlJY4qLi/39/Z2cnKRdlwCgpaVlZ2fn5eWVmppKCPn333+vXbsWExNTXFycnZ3N5/N9fX09PDxcXV3t7e0tLCx0P90KVVoIAFhZWfn5+ck0X/LmzZubN2+eOHGiki2Mj7fn8+Hs2dkCgaC+B8I3b95wOBx1dfXU1FR6Na9GMluJREL3tu3fv39KSgp94F6/fn0122RjQ/799/3xkSOEiYnNsbGxO3bssLKykl0EyWazR44c6enpefPmzZMnT/7+++/29vZdunQpN8Wf0tXV7d2794wZMzZs2HD+/PmYmJjo6GhXV1d6aQaAJk2auLq60vSHji9eWPD5tyuxfx7dsSgqqkNwMKxaNa/+Zi0v5/nz53TH0IyMDLozSbWHYOPi4mi/oo+Pz5kzZwBAW1s7Nja2ygUJhaRNm49fBgSQqVNJTAy5f58kJJBKB+moqChXV1dDQ0P6/53D4XC5XG9v7wp7LxcsWNCtW7evZKtgs9lNmzalQ1rkw1zTFi1aVPmnq8jTp635fCgqUtDKE8UFQpomtHqDz1+RkZFBL15VWw+Qmkr++YckJJCePT+++PAhmTiRHDpE5s8nW7aQCxfIs2ekEmNpmZmZvr6+PB5PNoYZGhryeDw/P79yo3GyuSoaNmxoYWEhzbhNu0bz8/PT0tKCg4N9fX23bNny888/07+l48ePf15vs2b0FReLAAAgAElEQVTNuFzu8uXLK/lzR0W14/OhqChcIBA0bdrU+wN5LJ6VN3oHOnPmTNqRZWxsXMmMmuWkp6fTU2jDhg03b95ks9l0aKdqpRQVkbIyIrv0KjGR9O5N+Hyycye5fp3ExZFKN6+wsJDeUZV74DM1NXVycrp8+bKXlxd957Vr1+bOnbtly5ZLly69fPlSJBIlJSXRLiwnJye6+cPnlzDpaNCAAQN8fX1lf2+7kpIs+PxdlbupLyvL4PNZP/2kOmTI4NOnT0tnLN+4caO+7D30ufnz5wPAggULGNmZhK4bpl3uP/74IwBYWFhUaj5XXBw5fJjMnk3atyfPnxPZDBh8Phk9mixd+j4zp7o6adeO2NqShQt3b99+9uzZ0NBQ2cGOlJQUDw8POupJmZubu7u701vzbyouLqb9ot7e3u7u7nRTEVNTU2n6Dmtra0LI8+fPAaBt27ZV/RV9rqwsjc+HJ090JBK5L6WnFBcIu3XrBgBHavBE/yU0eSmdCv+198XHE29v4uBAzM0Jze768CGRXQV8/TqZO5dMnizdE4sAEDabtGw5e+zYBQsW/P33335+frGxsfQ8jo+Ppzv8yQ77mZubu7q6BgYGfineb9iwgcvltmnTpsKNRaTXqd69e0+aNCk0NJQQQoeCPh8Ai4qKkr747t2727dvf/0XJRYX8vns0FBViaREIBA0a9bsxAf1LhAKBAJ6rxoSEkK3P6VJT6rnxo0bNP49evSIxldTU9NvT5cvLCSBgcTdnXC5REOD3LnzSSB8945YWpI///x4LqmoEDMzYmPjsXr1tm3b/Pz8oqOjpfdJYrGYz+e7u7tzuVzZc6NRo0b29vZeXl6yWU6kVq5cKXvmqKqqmpqa2tnZ0S6swMDA/Pz8jIyMgICAffv2/fLLLyNGjKD3VYMGDYqMjPy8wDs5ORZ8/uIXX1vpLJWT88/Jk9C0qUZGRkbfvn2lU5F//PHHKt9J1A1ZWVl0smJ0dDRTO5NIu9yzsrLonU2Fa+NEIlF6eDjZsYPY2xNj40+uQmfOkLZtiTQP+J49ZPVqsm0bsbQkTZpI31aipibbbaCvr9+9e/chQ4ZII5ahoeGSJUuePHlSw5+IKisre/v2bWBgIO1TjYyMBIDOnTvXvOScnH/4fHj+XBFL6SkFBUI6QbRp06aVnNpeVXQqvLm5uewzfkFBwa1bt/744w/PBQuInt4nJ1aDBmTIEPL4MRk4kDx4QAghEgmZPJmcP08ePiQ7d5IlS8iIEaRdO6KqSrS12Z+uVONwOLLjNOrq6jY2Nrt3767q3hrSrlF6n2VnZ2dhYSGbYY6eYf369QOAz/fO3rdv38aNG+mxv7//N2f/Fxb+y+fDs2ddCCH1vWuUDgpaWVnRDlI1NbVK3t5+iTT+ZWZm0qEdHo/3+duysrIirl4lzs6kVy+iovLxjOJwyO7dZOTI96cTIeTAAeLsTK5cIQ4OZPBg0qIFYbPpm1s2bSr9X8xms1u2bDlw4MDvvvtONp4NGDBgw4YNfD7/66NT4eHhu3fvdnR0HDp06OfLkACAxWK1bNly2LBhTk5ONDjNnDkTvrzsL6WkxILPH1K5/bYSElz4fIiOXkEI+W8EwnXr1gGAnZ3dq1evaMd7zRcaSbscNm3a9ODBAw6Hw2az7969SwgpLS2ldz92dnYNGzZ07Nr14xllaEjs7Ii7OwkMJCUl5NgxMnQouXCB7N1Lunf/ZDZDURGJiiKXLuXv3r106dIxY8Z06dJFOtWzSZMmbDabroGR0+WXovM8LSwsal5UYuIKPh+SkhS3OZqCAiHdImDz5s1yKl+6Nc/cuXNPnDixePHi7jIbWXVu04YAEGPjT04sKj6e2NgQOzvSrx9xc6tganJZWcnLl9euXfP09Fy8eLGtra2ZmRmHw9HW1tbQ0LC3t/f29q7egtMvkUgkSUlJDx48OHHiBC2ZJqP5fGy1qoEwI8OLz4fXr3mk/gdCOih46tSp5cuXAxP73UinNvz0009xcXF0B81jx44RQtLS0vz8/FxdXWnaml7Su3UOh1hYECcn4uv7/m49Opr07ElcXYmjI+nXj5RbgS4Ukuho4ufnsX37okWLZNPD0ihoamrq4ODg6+v7pZnD3yQUCqOiouitFY/Hs7CwkK6IB4CDBw8SQubMmQNfnbUx9unTBc+fCyox6B4TY8nnQ17eDUJI3759Bw4caGNjY2NjY2xsXB8DoVAopBHrzp07NAHTrFmzGCmZ9lqpqqoGBwfTxZoGBga9e/cu1y1k0akTmTWLHDxIKhxHjIwkO3eS48dJ5U6P9PR02s2rmOX8NPV/NSasfS42th+fD7m5ilt5qYhAGB4eTtOxV/vP+ytEIhF9CgwODlZRUZF9nFJVVe3du/eSJUvO+PqSr495VHFsiY53yjtdZ2JiIh10GTduHFS0B/2+ffvatm07bNiwYcOG9ezZ85uB8O3bRXw+pKZuJYSIRCLZjDPf7FatU+igoImJSV5eHg0hNAdmDUnj34kTJ2hGVg0NDboRtJSGhsaAAQNK1q8n/v6kwqEjoZDw+SQqqpIT3EtLS+npxMgV5HMikSguLs7Pz2/z5s10zTu9OO7d+8X5eHuTknYmJu5MTPT56iRqsbgoNFQtNJQjEuWSD0+EEolEIpHU0yfCgwcPAkCXLl1yc3PpeD+DO1E7OjpqaGgcPXq0rKzMxMSEZkvncDjS5Ld00QKzaNBdt25dQEDAmjVrmP0zLykpuXr16uzZs3fu3EkIuXPnDgAMGjSohsVKJKVhYVp8PqusTBFL6SlFbMPk7u5OCJk/f750AQCDzp8/v3jx4r/++mvcuHGqqqoSiWTYsGEDBgywsrLq1auX7O3w11Rx7xh6H0fXSOzZs6dr1640FXjNFRcXBwUF3bp169atW2FhYefOnRs3bhz9KYqKij5//+zZs+ko0a1bt+i0tK8WHgEAmppdAYDD4dCMBFRNdvVTvP/9738AsHDhwtOnT2dlZVlaWvbq1avmxbZp02bbtm2LFy/Oz89fsGDBli1bhEJhfHy8trZ2t27drK2tuVyutbW1hobG10pRVwcLi8pXqqqqSqeu6OjoJCcnX7582cTEhE7fZwSHw2nTpo1IJEpNTaV9JPS/dC+wCl3KytpsagoAGl/diEcgCCakVEurB4fzMQtJvdtySBZdS+ri4uLl5ZWfnz906FDZEZAa2rx58/z58zt16vT27Vu6Z9Px48dHjx5N773kpKSkBAA0NDSCgoLWrVu3cuXKmv+li8XiR48enTlzxsfHJyMjAwDCw8N//vlnWleF85arpLg4QiIp0tBor6LS6NvvZojcA+GbN2/Onj2rqqrq6Ogoj/I3bdqUnp4uEon+97//FRcXjxgxgm7eK1fSS8nr168PHz48adKkmgRCiUQSHh7u7+9/8+bNoKAgej4BgI6OTmpqKnxYO1FhIKwSkSgDADQ1v69hObXr7du3ly5dUldXnzdv3rBhwwCAwVNr7ty5gwcPNjU1TUtLe/v2bVlZ2blz50aPHi27vxXjpPugRkdHz58/f8iQITUPhHRTz6CgoAcPHty7d4/uJ+Dp6eno6EjPXpFI9KXPqrJY5hXt51xOYeEDAGjQwJp+qa2tLV1erampqYBtXZl18+bNiIgIExOTCRMm0Py9zs7ODJavoaHRqVMnANixY4dIJJoxYwadRCpXQqGQVk03na9JlCopKbl58+aZM2f8/Pzy8vLoi+bm5vb29pMmTcrNzb1x4wYAxMXFnThxokePHu3bt6/ejoaFhY8AQFtb/nsQypB7INy+fTv9v17hSH4N3bx5MzQ01MjIyN7evkOHDgBAE5bLmzQQfvPm+ivS0tICAgJu3bp15coVugEYALDZbAsLCy6Xy+Vye/bsyefzV65cefHiRVVVVbqLhbGxsYmJiampqampaXJysvTMVlFR+fomzkLh86ZNN6qoNFRVLZ/TvH7ZuXOnWCyePn16dHR0ZGSksbExnd3HFJpJxNPTUygUTpw4cfz48QwWXiEak1RUVOiJVO2gS2deBAQEBAYGBgUFSa9WAGBsbNyvX7927dpJX/nKfVWOSLTwxQsAsPvuu5EyU3jKEQiCAKBBg/d5SW7evCn91v79+6v3I9QiuoeGo6PjhQsX3r171759ezo2z6yCgoJDhw4BwNKlSxkv/HM0EKqrq1f7cU0oFPr7+585c+bixYv5+fn0RRr/pkyZYmRkdOnSJVdXV39//5KSkhYtWsTHx9O99ho0aNC1a9dOnTqZm5tbWFh8PiD6JWJxNputoa39Q1WbWiNy7XjNzs6mk5eYmrBbDn3M37hx4/bt24G5HPzfRHcaGzNmTGFhYXx8fOXnKxYVFfn7+9NpF7KdSE2aNKHzbjIzM8PDw7ds2TJ06FDZwCbdYuJzRkZG+/ZNj4+fnJjomp6+Jy/vWnFxjFhcLFtvTs4/sbH90tL+9/btIolEjjPH5E0gEEgHBenQ6R9//CG/WhQz0HX+/HkAGDdunEAgiI+Pr9IKPIFAIN18sVwqBmNjY7ruIioqKj8/39/f383Nja72oYMUxsbGXC7XyclJutCCljn26dPKVJ2QsCwqqkNJSQWLOuqdqKgoul22dM5w9VPAfBUNtzUfSKskmjzW29v7xYsXFy9erPxa/qKiIj8/v3Jro83Nzd3c3GJjYzMzMw8cOGBraytdOcbhcIYMGfLHH3+sX79+3LhxLVu2LHeZ0tLSWrhwzLt3izMzDxUVRUgkFScgFArjs7NP5eXdEIkqu9cHI+T7RLh79+7CwkJbW1u6iJBZISEhd+7c0dXVnTNnDh0iWrVqFeO1VIg+8ufn56uoqNAHiEq6ePHi1KlT6bG2tralpSV9+GvevPn9+/dv3bq1evXqxMRE6fvNzc1HjRrF5XL79etXVFT06oPk5OSUlJRXr17FxsampaXp6yfm5NwrV5eqqrGaWit19Va6urZFRfzGjecbGLzvisnOPl5Y+EhX10ZXdzCb/cWMunXQ8ePHs7Ky+vbtS29F1dTUHBwcGK/l8OHDWVlZvXr1srRURP8MvVsvLi6u6ul05MgRBweHsrIy+iWLxerUqVP//v379evXv39/VVXVBw8eBAQEeHl5RURESPstOBxOhw4dIiIiUlJSUlJSbt26JS2wVatWHTt2FLn9mpV1WEOjs6ZmxwpPD4mkMCNjHyEiI6PlamrNPn9DvbN9+3ZCyOzZs6OiooKDgxs3biyPfkuxWLxz504AWLZsGeOFV0g6Rti2bVvpZjXflJmZ2apVK4FAAAAsFqt3794T/8/efYc1dbUBAH8DhLCHgshw4QTrROtAwYGiAloHVVG0gtKKitpakVqlrroVF4r6Walb68KFeyAoiMpSkS17ygoEEpLz/XE0jeBg3BBs3t/jw3MTknNP8Oa+957xnkmTJk2apK2tffny5SVLlly/fp0edYqKipaWlo6OjpMnT6aLWYoVFxdHR0c/fe/Vq1cmJvm5uRfpb1ksNofTUV3dQk2N/uujoKBSVvYkNfUnff255eXPVVW/UVT8SI4tKWERQqRUdGVlZbt27bKysm7fvi2NsRgTJ048d+7csmXLOnfuPGvWLDMzs5iYmPq1SteSuJf45MmTFRUVtKFAV1eXNlRKNlp26NCh2jomVH5+Pg1sI0eO7NGjR1hYmHhcjPg/wsDAwMrKysbGxt7eni5B/hmEkMzMTBYrVUUlsbIyhc9PoT/5/DRC+PQ1LVos0NWdnJzspKMzQV9/ropKp4SEMcXF1wCAxVLW0BjYomKCjnAQ9OwJTX6kQ48ePaKiok6cOPH8+fNNmzY5OzvT5XIYJBKJunbtGhsbe+bMmUmTJjFbuKT8/Py7d+9eunTp/PnzKioq+fn58D4Pe9euXU3f69Sp06fGUwQHB1tbW3fu3JkO5Bk6dKhAIHj48OHDhw+Dg4MlDyolJaUePXpYWloOGjRo+PDhNBdBZmbmy5cvX7x4QX9GRETQc59jyAlP5XeXa2y2oapqVxUV8/c/eygqaqam/qSs3FZb247Pf6OtbQ8gApDi907acnNz27Rpw+fzX79+vWTJkosXL3p7e//xxx+M7+iff/5xdHTs2LFjbGysVM9UAFBRUXH27NlFixbl5+cbGBh069ZN8gRlamrarl27z4xssrCwqKiocHR0nD59uq6u7pUrV86cOSMZ//r37y9uHa1NfQoLC4uKolRVQ8vLn5WXP6usTAD4N/SwWMo6OmM1NKyqqvKMjFa//whxeXl7dXUnaGhYSvsAk2IgPHDggJubW48ePZ4/f874WLLXr1+bm5uz2eykpKSRI0e+ePHC399/xowZ9S6woKBATU2NtkYWFxcrKCiIzz7FxcWBgYEXLly4du2auN+FTrxLT08XX49X06xZszbvtW3btnXr1nS7pKSEBr9r165xuVz6YjU1tYEDB9K7w969ezPx5xLx+Rk0LqqodFBXHyASlRcVnc/MXNmp0+2qqvzi4qvFxYHl5WGECDsfHaLhcw/09WHIELCxAXt7+FIAlom7d+8OGzbM0NDw1atX7du3LygoCA0NFa/8yZQLFy6MHz++bdu28fHx9e6uu3PnjoWFBb0YCgsLMzY2NjY2BgBCyPPnz69cuXL58uXw8HCRSERf36tXr6KiotTU1I/2NxsZGbVv375Dhw6SP3V0dKqqqng8Xl5eHo18Dx8+fPnypfhdampqvXr1GjRokKWlpbW19Udz2Eqig79iYmLMzFKVlUMrKl7yeK8IqfzwVSxj4/VlZSHNm8/U0XnXe5qS8gOPF6OlZaOpaaOpac1i1W0Mtsx5e3uvXr16/PjxGzdu7NKlC5vNTklJqXZ/wwhLS8uQkJA9e/bQBCBSEhcXt3///sOHD9MBMq1ataJDparhcDjGxsamH2rfvj1tNq+oqOByuVevXj1z5kxgYCDtxhbHv6lTp4oTltaPUFjK40WWlz8tL39aVva0oiK2WbPJxsZ/xsePUlPro68/V0PDMitrXWbm7wDAZhtoa49rpjVRU30I1K6jsa6YD4R5eXkhISFBQUHHjh3Lzs4+duyYk5PT3bt3c3Jy6MLNjHB1dT106NBPP/1ka2s7fvx4ExOTxMTEWnbGftS8efMcHBxGjRoFAJs3b9bQ0Jg0adK1a9fOnDlD+4Hpy2hbpb29vaWlJQ1XhYWFNVss4+PjxR3Ln6KgoNCrVy8a/AYPHtzwYce1kZIyQ1W1a3HxNS0tWy0tWw6nbUnJbc09YUp+J0HcJDtuHBw9CmvXQkQEaGiAhwdYWTVC3b5owoQJ58+fX716taGh4Zw5c/r37//o0SPG92JlZRUUFOTj49OQkcD29vabN2+mPbvz58+n69xeuXLl6tWrmZmZ9DUqKipDhw61s7Ozs7Ojmbf4fH5KSkpiYmJCQgJduTohISE5OZnP59fcRfPmzdu2bZuenp6TkyN+ki49QVtHLSws2HWcF1STQJDJ472sqHhBf5aXP2/T5oCKillq6lwWi2NktFJTc3h0dFs+/w19vZJS87aJP2hzu4OtLdTuXkFWXr9+HRQU9ODBg6tXrxYUFNy9e1dfX//XX381NjaWxmCf8PDwvn376urqpqamfmaFv3rj8/kXL17cv38/nSwIABYWFm5ubhMmTMjLy0tOTk5OTk5JSUl+r7Cw8KPlNGvWrF27dioqKo8ePaIXaioqKiNHjpw0adLYsWM/2tDVcEJhqUhUymYbAYhKS++mpS1u1WqnkpJuQcGxoqJzlZWJAGAU3tdwWTyMGAH29jB+PDA77aSWfYmpqam7du2i2zwe748//pD8bUZGxunTpz08PCTHgLBYLBaLtW3btufPnysoKGhoaDC1hrV4mfu4uLiBAwcCgI+PTwPLdHd3F6du2bRp04YNG8RtF0pKSkOHDvXx8anTYk80cfY///yzdetWDw+PsWPH0mQoLBbLxcXl5MmTjbPyMpWRsTIpaXpKikts7MDUVI/wcKD/IiMN0qN+JEePkpwcEhNDtm4lI0eS//2PjB9PDh4kQiFJTyc9e5IPVyRvZFVVVWFhYcuXL1dQUKCp1FauXKmsrFwzC3nD0TRRWlpaX040+ll2dnYvX76k2/PmzaMJ4Siajf306dPiwSlfRFPx+fv7V1uihKaPMDAwsLe337BhwxfzsTWcSFQlEr3LPlFeHh0VZVJZmS4UcouLb6ane758aREeDvwx/QgAYbGIhQVZvpw8eybVKlUTEhIizhQRGxt7/vx5yd8mJib6+fk5OztLDmKnY7/FWfvrvwjXZ9Fs+8uWLWtgOfPmzRMvxL169eqMjIy0tDRvb2/xLRrNePVQnOrvE8SptOkSg9WWvjE0NFRWVra3t/f392/gd6EeMjP/yMxck5Q09e3bM0Iht7w8IiPDu+IXx3/zz6mpvVvahc8nr16R/PwG7rG2gTAiIkK8qmRxcXHPnj2jo6N9fHwmTZpULb29urr6sGHDVq5cuWrVKgDgcDiRkZF0hEifPn3qtz5ANXR+z5QpU+7duwcAzZo1q996pJLc3d3nzZu3e/fu3bt3f/fdd76+voMHD54wYQIdydnwOhNCSktLLSwsevbsyUhptd5pcErK7OLiG3x+VkVFPCFCetpKTfWIimoTHg65Oyzf5Rbv3Zt4eZF790hhITEz+7eIw4eJpyfjFSsqKhKvW0a/k9VeQM9Zjo6O4oVgWrRooa6uTnNPZ2ZmSiNxIm20qP1qHp9iZ2c3evToyZMnT548uWPHjleuXJk0adK6desYHD5Nx5rSpeobmUCQTwgRiQQxMWZpaUsjIponJjrm5fnx+RkVFQmig3vJmDFETe3dOWvJEhIbS8aOJSNHkmHDyIeRiXG+vr7iVI7Xrl1zd3cPCwvbsmXL2LFjq60oRIdq79q1y9fXl8Vi1WfJkVpLS0tjs9lsNruu6Yhr6tKlizhR++jRo7du3Sq+ZO/Ro4evr28D41Z2dvaIESPgfUK+xpSXtz8hYWxy8syXL3tnZq6iF+vPnqkmJIwryPEnb9+S5GTi40MsLQmLRX7+mdy+/S7H4ZgxZNas2i9HVVP9A+Hs2bMlL3LpNWlQUJDkqkP0NV27ds3OzqaXYA0f7F5QUEB7754+fTp69GgAqHZ7Wj/u7u5//PFHQEBAQEDArFmzfH19G16mJH9//4L3yeMvXryYkJDAbPmfkp7uGR4O6enLcnJ8XrzoXlBwXPK3PN6LyoD9xNaWqKq+O2116kRevSKSiyffvEkanMmzpgsXLixatIhuR0ZG0qPr9evXe/fu/f777/X19SXPWR06dHBzc6Njg62srKR0zU7PVkpKSg1dpJ4QOzu7x48fv3379u3bt7Nnz75yhcmsiSKRKDs7m8vlhoWFPXv2rOFZoWtPKCwjhKSl/RIXNyI21jInxycxcZK4gSE8XCHr0kSyYgUJCSFcLgkMJIsWkYcPSffuJDKSEEKKikivXuTVK+nVsGYgNDc3Fx9IdEqJj48P7aAVv4sO4zQ1NWU2b7DYkiVLAGDatGkNL6paIHz06JG2trajo+PNmzcbXjhFl3M5d+4cUwV+0du3pxISvisuvl5VVVJZmSoSVVVWvsnO3hIbOzA8XCE8HNL+6kUUFYmlJfHxIenpJC2NvHlDunT5d+1rFxdS9+VIxeowFiAkJITOMKX9+fb29kKhcPDgwZaWlpITdSX5+Pg8ePDgxYsX27ZtO3r06JAhQ9asWWNra9uvX7/a77ea3bt3l5aWjho1SklJKTAwUF1dfd68efUuTVK/fv1oH2FsbCwjBUo6duzYwIED6TXplStXVFVVqyWxlJKSklsAoKk5PDfXh8eLIuSDfCIqKubgYA4Oc4DHgwcP4MYNMDAAY2NITQVC3g0iTUqCGrOCpGHEiBGSQ/lNTEyGDRs2bNiwoUOH0quovLy87t27P3jwYNu2bTTXNrN8fHwEAoGTkxMjyR+0tLToyreM9/4WFRWNGTPm6dOn9Mqgffv2iYmJzO7iUxITJwgE6W3bHmGzF7PZRgCsFi0WVlYmlZbeKim5VVISqBlYAHvWwJo10KwZjBjxri/H2Bi6dwcA0NaGmTPh0iXo0kV6lTx48CA9kAoKCvr16zd16tQ3b95YWVlZWVnVnN9Gbdy4MSQkJDQ0dM6cOadPn2a2PqWlpTR1LU3k3XBjx46lPVBPnz7V1dXNzs7+Qtq/OnJ3dx89erRFXTIFNlBh4emiogtaWjY8XkxR0dmWLb20te0NDH4xMPhFIMgqKrqgces5sKIhOBiCg+Hnn2HcONi6FVq0APGYJnt7uHsX6jsMpQ6BcODAgefPnweAkpISa2vrcePGjRs37vNvUVdXpwFgy5Yto0aNWrRo0bZt26ZNmxYREVG/7uLy8nI6EcfT05OmMHVzc9PTa7yUdF+ZgoI2OzWL+vVX79mPyw0CAE3NoR9/paoq2NqCOJXGwIGwZQssWABJSbB7N1y8KI3ahYWFrVu3DgDocI+uXbtGRkYOGTKEjvKvOXpWX1//8OHDo0ePXr58+ZAhQxjJLyomPlsxlTb2v0coLC4tvQsgUlZuFRvbTySq7NIlWFm5DYdjyuG46em5iUQ8mPwQFLtDYCDExcGpU1BRAYsWga7uv6Xo6sKrV1Kt5+zZs+l1UmBg4KVLl2ji6c9js9lHjx61sLA4c+bM4cOH6UpVTPnrr7+KioqsrKyYGuEcEBBAr67GjBkDAAxGwfPnz7948YL+xZ4+fbp27dr9+/czVfinEFJZUnIDALS17ZKTnbncEJGoQvxbNttQX38ueAK4bYRbt+DSJTh/HgwMQCj8YLqXkhJ8OmvgF0k9xVqfPn2WLVu2Zs2aGTNmPHny5NatW1FRUb/++uvevXvrUdrBgwfz8vK+/fbbNm3anDlzhs1mM5WpaNGiReIF4aZMmSKNTIkuLi50esbLly+lOkHtX3fuqO27pxY3jHSK6vZr2/IJXSiUbp8AACAASURBVJQtajf9+cAB2L4dJk+GFi3gyBFo104atTMxMbGysgKAxMTEtLS0devWbd++/fNTR2xtbefPn79r166ZM2eGh4fXNql6LRw8eLC4uNja2pqRs1VAQIC452bXrl2MTx/Kz8/38/Oj2x8dUyoNxcVXCOFrag4XCDIqK5PYbANl5VaSL1BQUIXBI2DwCACAxEQIDARTU+jQASQmdUBMDEi0VTYdHTp0oMfV/Pnz+/fv34Whe1aRSERzeTfaJPqGqKysFOfeq6qqEs/vkioS/KD9BYvikeoKCpplZY9YLI6W1seS2+nqgqMjODpCWRlwudCsGWRkQEkJ0AE+9+5BA765tQ2EGhoa4qZ2JSWl3r17134fK1euvHHjRmho6NKlS48fP96nT599+/bZ2dnVNbOwQCCgCYq8vLw2b95cVVU1a9YsplKYSqZdoCukMO7QoUMdOnQAALoOTmO4fRsAYPhw1s1biiFRmhbWX3rDe8rKIP2srUZGRnTNYW1t7YsXL6rXItEzAGzevPn+/ftRUVFLlizx9fVlpCbilB9M5VmWnC4tjQUZlJSUxN2ojbbgg6ZvaDvFwTDFsajoAgDo6Iz/3DTn9u1B3GfRqxf89htMnQqRkXD7NqxaJb1KNmvWTHyHpKGhUW0o3+fNmDHj5s2bR48e/f7770NDQz+fvPfzqqqq6CTUixcvJiYmtmvXzsHBod6lSbKxsRFfpg8YMIDxxSsyMzNDQ0MB4MWLF8yW/CkKx85p7runqeEtKg00u2LJdeyoqPjZD6WuDvRcsXYt2NvDpEmQkADx8bBhQ/0rwUhX5xclJCTQttCTJ09u3rwZAPT19eu6pPjFixcBwMzMLCsrS1VVlcVixch0WH+djBw5Ujx7xM3N7caNG42x1z17iKUlCQsjgwcTAHLhQmPstHY+OlimlmJiYuhJ6uLFiw2pg3jQzalTpwCgY8eO0p5+wIi3b9/27t1b/LCRFlWuqCBaWgSAJCdXOY8r9hrCza71MSwUkqNHyS+/kO3biXRGozCltLSULvG9cOHCOr2xqqoqJibG39/fzc3N3Nx8zJgx9Hl6qbdz504pVJZ5J06cGDRo0MqVK1euXOnq6jp16lSp71IkIiYmBIA8e0bGjycAZO/eOrw9M5NcvkyePGnIkFHSaCvUE0LoxbuOjk5KSgrNuDZu3Li6FnL79u3r1697eXkBwPjx46VRTymZOXOmeOHN5cuXf3GWDzMyM8mDB+TNG3LtGlm0qEmdg4qLizMyMug2j8er0xxN8j55sZ6eXl3HTGZmZtLl5i0tLe3s7OiT/fv3BwDGhwpLiWwC4ZUrBIBYWJCUFMJiEU1NIjE+/L8kPDxcWVmZxWJd+NKFY0ZGxrlz55YuXWplZVWtPcPY2Ji8n5aqo6PT8PldjePEiRNeXl50+/Hjx40RCAsLybhxpHNnwuMRTU3CYpE0GaRxb7xASAihbaE2Njapqal0/OTBgwfrWkhBQQHNbvA1LoHdqLZsIcOHkzVriJ0dWbJE1rVhmEgkoiMFRo4cKTkOviahUBgdHe3r6zt9+vRqgwb19PREItHDhw8BoFmzZtyPrjjf9AgEgtDQUPHD4ODgxtjrzp2EwyGrVhEfHwJAJk9ujJ3KyJYtWwBAV1e32kQautCVj4+Ps7OzeY2eTvHcDDqLLCEhgV7xL126VFYfpK5kEAgJIRUVhMslublkzhzy/k66kTVqIMzNzaUZWnfs2HHs2DEAUFdXj4uL++IbMzIyAgIC6CIyKioqenp6Xbp0aYQKf8XevCG9ev3bXDBsGAkPl2mFmJeTk0MPp5p5hcQnLEdHx+YfrqinqalpY2Pj7e198+ZNLpcbExNDl5j4/fffZfIpviYlJeTtW/Lnn0RHhxw//uXXf7VEIhG9ahdPWk1ISOjbt2+1lHXa2tojR45csWLF5cuX8/PzS0tLaXI+R0dHmueFw+Foamp+8c6y6YiNjQ0KCqLbWVlZly9flu7+iovJhAnE3p6MG0fGjCE5OdLd3ac1aiAk71fy43A4UVFRU6dOnTRp0kfzthQWFt64cWPNmjUODg41s5srKioqKys/a9zUTV+ZCxfI/Pn/PvzzT7Jnj+xqIy1Xr15lsVgcDiciIoI+s2nTpoEDB1bLOtumTZvp06f7+vpGR0dXVlaKYySdeEPPVlL/zn/VIiKIgwOxtSVjxpCQEMLnEymk9WlScnNz6UCbNWvWEELKysqUlJQUFRXNzc2dnZ3plHyBQBAdHX3w4EFXV9dvvvmm2oISBgYGdK6wqalpYWGhrD9Qk/Trr2THjnfb/v7E1VVWFWnsQEgIcXV1BYCePXtKtpsLBALJruZqh5S2tja9ig8ICMjNzaXzUs3MzMrLyxu//l+HgADi7v7vwzVryL59squNFNEhuObm5vRgcHJyopdK5ubmbm5u/v7+SUlJ+fn5AQEBS5cutbS0rDa9vXXr1jQ1dseOHb+WjpzGVlpKzMwIzYWUmkq6dCGNmCZXhu7evauoqKikpER79ENDQ0tLS4uKiugSx/b29tVytikpKYmPupiYGJFIxOfzafezg4PD5xvw5VTv3v/eBVZWksbp7f4YGQRCLpdL5yr8+OOPx44d8/DwGDBgQLU5oaqqqpaWlosXLz5x4kTNLJQVFRXdunWDuo/skiPp6aR7d0JHRYpExMrqXY6r/5yysjI65YseDKGhoYGBgXQkjjgRvOR1VbUYSQipqKigC0fPnj1b1p+mSbp27YNL9V9++W+3i0ry9PSknX/r1693cnKquWxy27Ztp0yZ4uPj8+jRo4qPjR5KSUmh8XKH+NYHiZmZEXFmVKGQtGolq4pIcT3CzwgJCRk8eLCamprkhE1TU1NLS0sLCwsLC4u+fft+PjHV8+fP+/fvLxAIrly5QjOOour27IHTp2HoUHj8GPr3ByksNNpEPHv2bMCAAQKBYPv27QBAV+bLysoSv0BNTe3bb7+lK/MNHDiw5sp8L1++7NOnD4/HO3nyJF0lAP3r2DGIjIRNm9493LABNDRg/nyZ1qmRCASCHj16ZGdnixctUldX79mzJz1NWVtbfypnm6RLly6NGzdOSUnp/v37tEMavTNlCsyeDTY2AABPn8Jvv8H167KpiUzCL81urKamZmdnt27dutu3b9cjYzrNzmVkZCROZo2qy88nISGkjvM1v0YbNmyAD6exfyoR/Kfs2rULAHR0dBqecfu/5vFj4uDw78Pp00lgoOxq09hoa4GVlZWfn19kZGT9Er4vWLAAAFq3bo0nqw9ERxMLC3LwIPH3J337ksePZVUR2QRCms5xypQpDSlEKBRaW1sDwIQJE5iqGPpKXbp0CQD09fVnzZp16NCh2NjYupYgEolo7g/prW7xFRs+nOzeTeLiyP/+RwYOJHLz97lz5w69qGrgcATsLPyknBxy/Dg5coS8n1UsEzIIhPn5+RoaGiwWq+HDPhMTE2mGIfGaukg+0Zyl27Zta0ghubm5LVu2BADxOj7oHR6P7NpF5s0j27eTr2S2JSPocjRr165teFGJiYk6OjpDhgyp/YLMqNHIIBDSvDBjx45lpDR/f/+tW7fyeDzxM7VpB0P/JWFhYQCgpaXV8MXk6HyMSZMm4WU7ioqKYrFY6urqTC3NHR0dnZmZefz9UCM+n/+1JDP6z2vsQFhUVKSjowMADKbDSE1NtbKyEj9spIxTqMmgS3mIM2I00MOHD4OCgl6/fk0fRkVFPXnyhJGS0ddl+vTpALB48WIGy4yOjnZ43+HK5XK7devGYOGo3j6dPF46du3aVVRUZGNjM3DgwEbeNfpPSkpKOn/+PIfDoeMRGs7S0vLKlSvPnz+nDx89enSbLuKB5El6evqpU6fYbDauTykPpL4eoSSeSHTr9WsA+O2335gtOT8//+zZs3SbyGJCCJKVLVu2CIXCH374oU4L7iD0eedfvdI0MBgzZEhtJkjUyePHj2nXo1AoZLZkVG+NGgjP5eWVLVq01N19KNOTaQQCQUFBAbNloqavkMe7eP06i8Viah1BsfXr1//1118AkJ6e7uzszGzhqIkrqao6o6fXNSDgtxYtGC+8f//+AQEBAFBWVobTCpuIxguEfEKO5eQQgLFSWJ/a0NDQzc2Nbm/cuJHx8lHTdKaoqP0//8zOyam5FEADeXl50Zn1+/fvF0+mRnLidF5euUg0UEvLzNhY1nVBjaHx+ggv5efnCgSdVFUHams32k7Rf1iFSHQmN7dcJPpu0CBZ1wX9d/BFojN5eQDg3LIl44UrKyu3eH+XqaCgYGRkxPguUD00UiAUEuKfkwMAroaGLKYL19PT8/b2Fj/cuXMn03tATdGlgoLCqipzdfVeGhrMlqyqqipev4LD4VRLhIv+2wIKCgoEAnM1tb6amowX3qlTp4MHD9JtVVXVwMBAxneB6qGRco1eKSjwTklpq6JyumvXxh6oiv6LRACTYmJSKys3mZoO09WVdXXQf4SIkEkvXqRWVq43NR2Bx5XcaIyoJAKgt4OzWrbEKIgYca+wMLWy0ojDGaKjI+u6oP+Ou0VF9LgahseVPGmMwBRbVpZaUWGkrGz74fJdCNXb0ZwcAHA2MFBgMd7WjuRXcEkJAEw3MFDE40qeSLFplCsUxvN47/fDIoT0ZrovB8mnKC7X5fVrHSWly926qShgKwNqqOSKijw+n25XAvTV0MDjSq5IcfpEbHn5jvR0Kx0dAOihofGtFHqekbwRAQCAubr6elNTnlCIZyvEiCPZ2WwFBSNlZQAYp6eHx5W8ke48wi5qanMw3wdiSAKP5x4X10lNDQAGaGlNMzCQdY3Qf8eoZs0YH36MvhbSDYSRZWWb09IAYLqBgeH78egI1VsPDY3N7dvLuhboP+hITs61goJmbPZPOLdP/kg3ELZTUZmopwcAzZQaNZcb+q/KFQhuFBYCQG8NDT02W9bVQf8do3R1zdTV2ThGRi5JNz5pKSqaqqpKdRdIrlQRwhUKAUCIqdURo/SVlVtxOLKuBZINvFFDXxMjZeUJenqyrgVC6D9FioGwm7p6e7wdRAg1eYtatVLFkaJyrJFSrCHUcKVC4evy8j44DwchxCgMhAghhOQatgYghBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CImhBCoLDw3+2SEpnWBv2HPHoEb9++2w4JkWlVUNODgRA1IZWV0KwZXLgAAMDjwZAhMq4Paoiff/755cuXdHvr1q03btyQYWVcXcHD4922i4sMK4Ia6urVqydOnKDbz5492759e8PLrGcgPHAAkpL+3UaIKZ06wdq1wOXKuh5fj1yB4FV5Of1XLhLJujr/Sk9P5/F4dDs3N7dEpjf4CgoAADdvyrAKXxMCcLOwkP57Uloq6+p8ICMjIyUlhW6/ffs2Nja24WXWMxBu2wbz5gEhAABbtza8Ggi9o6UFP/0Ef/wh63p8PU7k5PyVlXWrsPBWYWGhQCDr6nwgMzMzOTk5OTm5uLhY1nWBDRvA0xMqKmRdj6+BkJCtaWlcoZArFPKEQllXp7qqqqqKioqKigoBQwe8Uj3fpgRdusCxYzB9OiPVQOhfLi5gZQXR0bKux9djTPPmQ3R0ZF2Lj/j777/19PQAIDQ01MbGRraVMTGBqVNh82bZ1uKroamoOF5PT9a1+LgTJ06Eh4cDQH5+/jfffNPwAusZCAHA2xusrMDOruF1QOgDCgqwcycsXvzBk7m50KKFjCrU5F0tKIguK1NVUJhtaCjrugAAREREKCgoAMCyZcssLCwAwNPTU9aVAgBYtAgGDfp31IxQCMHBYGUl0zo1VTkCgWdSEgDYN28+WFtb1tUBAEhLSwsNDQUAZ2dnLy8vALh169aZM2caXnL9B8vo6MCSJeDt3fA6IFRd797Qvfu77aIi+O47sLTEjsNP6qahMVxHR5ZnK3HrWUkJz8trxODBLi4uhPadNCVsNmzZAvn5AAACAVhZwfDhEBYm62o1Sfps9vLWrZe3bt1PU1M2NeByITn53aFVVkb++MPJ2nrGjBkFBQWM76r+d4QA4OwMf/8NubnvHhYUwLVr2FiK6o/NhvXr322vXQthYXDtGvTuDSkpkJAAv/wCfn4yrV9T1YrDMVdXl82+t22Dc+dASwsqK8HHBx4/Vt2w4fywYed69OjevXvLli3pq4YMGWJiYiKbGgIAQGDgu43BgyEpCXbtgh49YOBACAmBGTPg+XNQVZVh7ZoiBQAtpQYFiAbx8IBXr6BDB3jyBDZuhIwM1qpV/paWy/v169ixo7KyMn2VoaFh//79GdgdqZeBA99txMQQAwNCCCkrIyYmREGB3L9fvyKRFJULhcdycui/+0VFsq5ObW3dSlgs4uREXrwgqqoEgAQEyLpOTY9PWtrdwkLZ7PvOHTJqFBEICCEkOpr06EEEAvLjjyQiQjb1qQWhkBw8SACIqSnJzyfduhEAsmiRrKvVxAhEokkxMTLb/YULxMnp3XZmJuncmVRUkFmzSHCwlHZYz6bR4OB3G127wqtXMGMG3L4Ns2eDSAQ//ABNbLQtAq5QeDE/vw2H04bD0WezZV2dLwsNhYUL4bvvQEMDjh+HyEhYtw4AYM4cyMuTdeWamOkGBn01NYWExJSV5fL5jbrvwEBwdgZ63/DNN6CpCenpsG8f9OjRqNWotTNnoHt3cHCAvn0hKQmWL4e//gI2G3buhAcPKmVduyZEicU6YmYmAnhZVnaRNiVLTRSXu/rNG/ovnAaPoCAYO/bdrw0NwcQEUlLg0CEYOFBKdWjohPqcHDh1Co4cgR9/hJ9+gj59IDkZli1jpG6ISdqKipba2pba2mZqarKuyxeUlYG9PezcCXfuvJuc4+4O48fD8OGkc+eIuXOdGqEO27Ztu3fvHt0+efLk8ePHG2Gn9dOczVZXVNyanv5DbOxV8TiQxlFaCpJNshoaTbkjVySC3bvhxQv45Rfw9wcVFdi/H3JyYOVKoZXVDVfXHqXSv4R3cXFJTU2l2ytWrAgW31I0PSoKCkJC3OLi1r55U1RVJb0dvams1FFUdDM0dDM0fNfCX1UFior/vkJJCaQ8L6j+gZDPh9mzwcwM7OxgyBDIyoLFi+HQIeBwYP9+uH8/ncFaooaL5/F+iov7KS4utMknLlNXhx07AAAWLYIhQ8DBAYqKYOnS8v/9LyM6etjZsyf+97//SbsO6enpRUVFdDsvLy9X3BPeVPVQVweA51KOQz/Gxc2Ni3OPj58fHw8AYG4Oz5+/+51AAAkJYGoq1Qo0hIIC/PUXaGjA0aMQEwOrVgEhsH59yY8/vi0r+z0h4fUvv/wi7TpkZGTw39+15+bmlpeXS3uPDcFmsbqpqxPpH1caiootlZVbKiur0cQHvXvDw4fvfldeDomJ0KGDVCtQ/0CorAyFhVBYCK6ucOgQaGrCiRMQGwvr15eamf00c+agRkgkMX/+/PT0dxF33bp1dGQt+qiOqqr7OnXa16lTPy0tWdfly5ycYOpUKCuDmTPBzw9GjYoPDOx07tyZAwcOAMDChQvj6YlYmgoLC7OysrKysmSbEqWWemlqAkAklyuS5ljNMqFwS/v2vh077u7YEQBg1iy4cgV8feHmTZgxA1xdQU3t9evXycnJ9PXp6ekxMTHSq09dmZrChg0AAO7uMH06zJoVFhZmvHjxYn9/f1VV1QMHDly5ckXadUhJSYmLi4uLi2sKSQa+qLemJgA8k/K98sWCgrlxcXPj4kroGFEnJ4iNhcWLYd8+cHCA5ctBReXBgwfnzp2jr3/16tW+ffsYrECDmkb37YMWLeDmTbhzBzZtAgUFOHw4bMoUrppaxJs3bxrh8io+Pr7ifaKI1NTUr+KEhWppzx4wMYHXr0VnztxauDCRy8308vLq2LHj1KlTy8rKZs6cKZRywosjR454eXl5eXldunRJqjtiRAs225jD4QqF8e+zmknJ09LSsJKSBLoXdXW4eRM0NSEqCubNo50iFy5cEKcVDQkJOXbsmFTrU1fu7mBjA5qa/FWrdq5Yoa+sDMeOHYuJiVm9ejUAzJkzRxqj8yUdOXJk9+7du3fvfvHihVR3xAgLTU0AeCrlQDiuefO9nTrt7dRJi7aIKinBvn3g6AgGBnDoEPzwAwAkJyeLL6pyc3OZve1pUCDU1wcfHwCAn3+G0aPB2Xnn1av9FixYcPjwYVVV1YMHD167do2Zan5afn5+dnZ2dnY2T8rf/wZKSQHxvM/k5MaeuqQAoCrZ5v410NWFv//mstkWS5aM0dPTmz17dmVlpZOT07Zt20xMTFRUVKR9Qe3h4XH48OHDhw9PmzZNqjtiSm8NDQB4JuVWrNjy8hfl5emVlQAAVVXQuTP89Rf89BMMGiTV/TKFxYJDhyrLyzvv378wKCho48aNAODu7u7k5DRo0KCuXbvypTzgaMWKFTt37ty5c+dAqQ39YFA3dXUVBYV4Hk+q3YTVFRRAhw7g5gZjx0KbNo2ww4YOlpk6Fb7/Hnr0eDVv3tS1ayfo6uqePXv2+fPn9PLKzc1N2ndpmzZt8vT09PT0bOLtohER4OwMt24BADx//m6BBenx9fUVN0+dPn06KSJiR4cOXKHw6tu3576eYZdDh2pMnTpEIBBMnTp1zZo1HTp0ePHixbp164KCgm7dutWsWTNZV7Bp6aWhAdLvzplmYDCrZct3Gd1CQyE3FzIy4MNZjEeOHHF1dXV1dWW2/YoprVpxNmzwBgAPDw87O7sRI0bk5+e7uLgEBATcuHHDsGlk52kipN1NSACaKykZvJ8X+M61ayAUgokJfHj5fuTIEVtbW1tb219//ZXZajCwDNPu3W9fvx5y5crJS5cubd68GQDc3d0nT55sa2s7f/58DQ2Nhu/iMzZt2uTv7+/v7z+kya/Z4+wMy5Y1Us7f+/fv578f9Pzs2TOarL24qmplcvK+zMzGqAFDNmzY0L1794SEhDVr1pw4caJFixZ79uwJCgqiGbyk59tvv23fvj3d7tGjR69evaS6O0bQbsLnpaWNl9Dl+nUAAFvbak87ODisXr169erVkydPbrS61MkPP/wwceLE4uJiV1fXgwcPtm7d+saNG9u3b2exWFLdr4ODg/gCbsyYMaZNeGyRmFRbR+fHx0eUlQ3T1f3gWdpTWyOBp7Oz8/Xr169fv76Z6YyxDJxN9PWb7d+/HwB+/fVXa2vr0aNHFxUVTZ8+PTAw0NPTU9onrK9Iy5bg5PSur14mjDkcPTb7bVVVWuVXM2WKw+H4+/srKyvv27dPS0urZ8+ehJAVK1ZItV00Pz9/7ty527dvp92QVlZW1tbW0tsdU1pxOD2FQv0XL+LfNwYwKF8gKBAInAwMlCW/0Z8IhDo6OsbGxsbGxrrVTnBNyZ49e/T09B4+fFhQUPDdd98RQnbs2PHmzRvp7fH+/ftLly7d+n69nnHjxokvtpqyPkpKHV++fEK7wRh1p7AwtKTkQl4ekRzhVVX17rgaM4bxPX4KM1Fq3LhxdAjDDz/8sG/fPh0dnQcPHuzcuZORwj+FEDJq1Cid90n3hw0b1rp1a6nuseE8PODKFZDCaeojFi5cOGrUqFGjRp0+fVr8ZHcNDQCIbMKTvWrq2bPn7t27b9261alTpytXrvTv3//NmzcLFiyQ3h53795dVFSUl5en+LV1rHK3bTsxbdo9KSy7tyE1deKLF7pKSmzxPVNhITx9CsrK8DVcJdRkYGBw/PjxJ0+e9OrVa8eOHY6OjiUlJdOnTxdJbU3HzZs383g85WrNgE2eubZ2wE8/ndm+PZ/RmfVVhOzOyACAn4yM1CS/aA8fQmEhdO0KH14lGBsbi68bmjVr1q1bNwYrU88UazUVFBQYGhoOGDAgPz9/5cqVAKCtrf3mzRumyq8pICCgWbNmu3btkt4uGHT+PPn9d0IIefCA6OsTLy/p7u77778PCwuj256enqdPn6bbx7KzLcLD16akSHf30pSYmKipqQkAJ06ckEb59F8v7wAAIABJREFUZWVl+vr6AHD/K8wWuHv3bgCYPn06s8UGFxVZhIcPfv48h8//99kTJwgAGT682osrKyv//vvvkJAQgUAgEAgqKiqYrYyU5OXl0cyo27Ztk0b5r169UlBQUFNTy8vLk0b5UjV8+HAAOHv2LINlnsrJsQgPnxATUyUSffCLJUsIAPH0rPkWBweHZcuWlZWVMVgNirF2y2bNmt2/fz8oKKh58+arVq2i7e9SzUC/YcOGt2/fSnsMPVOUlUFFBQBg8GAYN+7dduOjd4Svv6o7wmpMTU1p49LcuXPFSToY9Ndff+Xl5fXt29fqK1yeh9ZZnBOHEZUi0Ya0NABwNzJqIZmf7xPtooQozJs3b/DgwTweT0lJicPhMFgZ6dHT0zt8+DCLxfLy8oqWwmKYGzduFIlELi4uek11kb/PoF0D9+/fZ6rAcqHwYHY2ACw0Nlas1i97+TLARzoIExN5RUUtAgPvqkojPzrjoZXKzc01MDAAAF9fX2mUf/v2bQBo3rx5aWmpNMpnlr8/8fMjPB45fJj4+ZGKCnLhAjl9mlRWMryj8JKSOa9fz42L6+vhcej9HaGfn9+9e/foNl8o7D1mjIKiYkFBAcP7blyTJk0CACsrK6FQyGCxVVVVHTp0AIB//vmHwWIbjUgkat68OQAkJyczVeau9HSL8PApL15IXrmLRCI/B4f4Nm1IZGS114eEEA6nws7uGVMVaEyzZ88GgF69elUy+uVMT09XVlZWVFRMSEhgsNhG8+DBAwDo3r07UwX6nDgx4cmTObGx1Z5PSkjwsLa+N2jQu0zuEgICiIoKmTSJqSp8QFqBkBBy4cIFAFBXV4+Li2O8cHqrvm7dOsZLlobmzQkAyc8nuroEgLx9S7S1CQBhfB2IW2/f7kpPFz+8cOGCi4vL9evXJV9DbxouX74cHx8/atQo+qRAIOjSpUvNAtPS0rhcLt3Oycl5+/YtwzWuL3FD1pYtWxgslvanmpqaVlVVMVhsYxo7diwA/P3334yU9uLVqymhoX3Dw2PeHwZUZGQkALRs2VJUrV2LkPR0sm0b8fNjZP+Njcvl0iuhFStWMFgsHe4/efJkBstsTJWVlWpqaiwWi5F23fT0dDU1NQVFxYj4+Gq/2r59OwBMmzZN8smrV0lODiGE8Hjk2LGG7/8jpDikU3IEDbMNmGFhYbdv39bS0nJ3d2ewWOnp2/extfVjBYWKb7+lG5V9+74YPPiVggLzmWTLRaJcgSBXIBAR8jgs7NChQyEhIZIvGDRoEAAEv1/QhD4puS3J29s77P3k//3791+Q9vzHWhM3ZC1fvpyelBmxbds2AFiyZMlXN0xGbPDgwQAQFBTU8KIIIXN//PHUgAGTkpO7fjhT8Pr16wAwevRoyfkG8+eDlxcYG8PixRAZCR/Ngrdr1y5xbutjx47RiT1Nh7q6+uHDhxUVFdevX8/U1OSSkhI6rn7x4sWMFNj4lJWVBwwYQAhhpHX0999/Ly8v/97RsUeNDKI0xZ3dh+2iCxeChwcAgIoKrF79kQIJIZLjuulXoE6ku+6ir69vUFBQSEjIjh07fv75Z6aK/fPPPwFg/vz54iGjTVxIiG1JSYmiYnFw8Agul6ugUPLoUb+ysjIFBS4Aw4siPS0t5QqFALDIxOSuqioAnIqM1MvI6KSoaFxQ0LlzZ0tLSwAIDg6eNWtWfn4+zf7ztXS1SrK1tZ07d66vr6+Tk1N4eHjDew7u37//+PHj5s2bz5gxg5EaygS94//nn3+aN29uZGTUunVrQ0NDExOTli1b1nUuk7+//4MHDwwMDOYMH17tVzQQ2n7YQZibC/fuwaRJYGEBOTnw0Qwtp06dmjRpEh3udO3atXbt2rVt27ZOtZI2S0vLX375ZdOmTdOmTYuIiGj4TOh9+/YVFxcPGzasX79+jNRQJgYOHHj79u25c+f6+fkZGBjo6+u3bNmSbhgYGLRs2VJfX782A2Kjo6OPHDmirKy8Zs2aar/icrlBQUGKioojR46UfJ7DAQ4HAgNh1KiPl0kIyZSYHp2RkVHXTyfdQKijo/O///1v1KhRv/32m62tbdeuXRte5qtXry5duqSioiLVAfTM+uOPP/h8voqKip6enq6ublVV1apVq/Lz86UxkHqwtvZ8Y2MAEAHwDQ0BID05+XB2dqeKihODBikrK3fp0oXFYoWEhGzcuDEpKWnNmjVVVVV8Pj8jI2PEiBFCobCkpEQkEhUXF1tbW7NYrJMnT9KbwqCgoClTpjBe4YbYunXrgwcPYmJifv/9d/H0rHqjs3QXLFigLqvV3pmgq6urr6+fn5+/ocaUVV1dXVNTU0NDQyMjI/qTPmzVqpVWjVTsb9++9fT0BICtW7dWmw5YVlb28OFDBQWFYcOGVXvX2rXg4QEPHgAAFBTAjz+Chgbo6cWVlf2tqanZs2dPZj+slKxevTowMDAqKsrLy2vXrl0NKUogENChvIwnQ2lMJSUlRUVFqqqqeXl5Nz89OUdFRUVXV5ceXZ/a+PXXX4VCoYeHR4cat4OBgYGVlZVWVla0n1vS+vVgZ/duns6pUzBlCmhowODBm1692stms3fs2MHn88WZSAV1X7NJuoEQAEaOHDlr1qxDhw7NmDHj8ePH7AavCrtu3TqRSOTm5ka7iL4K4iaRwsLC4uJiBQWFRshIrgBwbsSIdgCc7Gw3Q8PsyMj27dsnJSVFRUUBgEgkoosZPXr0SPyWWzQF3Htt27Zt27Ztly5d6PkrLi5O2nWuKxUVFX9//wEDBmzfvt3Gxmb06NH1Lio2NvbatWtqamrz5s1jsIaNKT09nc/njxgxIi8v79tvv7W3t8/MzMzIyEhPT8/MzMzJySksLHz69OlH30tvH1u1amVkZGRiYmJsbHz+/Pnc3Fxra2snp+oLQN67d6+ysrJfv350nomkzp3Bygr27gUAePsW9u8HAPj229dhYesAgF68Ojk50UvA6Ojoptm7weFwjh8/3qdPnz179owZM6Yhx5W/v39aWlq3bt1sawyv/SokJCQoKiqePHnyn3/+4fF4e/fubdu2LV2YLCsrKy8vLy8vLysrKzc3Ny8vr6Kigi7Y8qnSVFVVKysr2Wy2pqbm3bt3+/TpQ9sGqI+2i1JGRjBzJmzcCABAl67icqG8/C1tWq+oqCgpKfnrr7/oi8vKyur6MVkf7RliVklJSffu3d+8ebN27drly5c3pKikpKTOnTuzWKz4+Pg2jZKMlVl6enoFBQX5+fk1L3kYEVtensXnD33fYiwSidTU1Ph8PpfLVVNTq6ys3Llz58aNG2l+fSsrq9zc3MWLFysrK6uoqCxZsuTw4cMKCgra2tosFktHR0dFRWXFihXTp08fOnQoAKxdu9bY2HjWrFnSqHlD/Pnnn8uXLzc2No6MjKzTH7akpCQqKurp06fBwcE3btzg8Xhjx449I06O/pUQCoUPHz40NTXt06dPSEjIhAkToqKizp8//91330m+jM/n5+fnZ2VlZWZmZmVlJSUl0Y3MzMw3b97UPHfo6uoWFhay2eyOHTt27drV3Nyc/jQzM1u0aNGuXbtWrly5atUqybd8/z2sWgWtW8OgQaCrC6tXw8uXUFoKKipxhYWnuVzu4MGD169ff+bMGZrPc/r06e7u7k029/T69et/++03IyOj6OjoOiW2zczMDA4Ofvjw4dOnT8PDw4VC4ebNmxctWiS9qkrD7du3tbW1Hz9+fOTIkT179vTt21dfXz8zM1NJ6ZO3Tzwejx5RdAmzahuZmZlFRUUcDqdSIrOVqamppaWlhYVFr169HB0dc3NzX7x4YW5uLllst24QHQ1VVWBlBYmJkJMDAFBaClVVvMLCrKqqKn19/W+//Va8NJupqWlSUlLdPq1UhuDUcPv2bRaLxWazw8PDG1LOzJkzAcDV1ZWpijUyOqUkOzu70fbYqVMnAIiIiPD392/Xrp34/71du3bFxcXiAaUikeijs2VdXFzu3LlDt9esWXPo0KFGq3ntCYVC2lU+YcKEz7+yvLw8ODjYx8fHycmpZsuMgoJCmzZtiouLG6fa9ZaSkiLOlpCfn3/27FkjI6N79+7t3buXtuNpaWnxeLw6lZmVlfXs2bOAgABfX98VK1bMnDnT2dnZ2Ni45hlDQ0ODtuuIx1uJOTqSly8JIeT8eQJAYmI+siNLS8vMzEy6PW3atJqFNB1CoZB2uDo5OX3+lTk5OZcuXVqxYoWtrW21gQu0X9bKyqrpj0PetGlTSUkJ3T506NDevXvbt29fVFS0adMm2oLl7u7ewF3QEQnt27dfsGBBv379qs0xZbFY7dq1q/mub755t/HwIVFW/kixQqGwQ4cO4ocfLeTzGikQEkJoi5O5uXmdvqIZGRkBAQHe3t729vYtWrTQ1dVVVFSMiIiQXj2lip5Z0iVmOEgb7XZu0aIFPdR69OhBZ0rNnj27Nm9PSUkRz9TMysrKz8+XZmXrLykpifZy+fv7V/tVYmKiv7+/h4eHpaVltS+eurq6paWlh4eHv79/RETEt99+CwDff/+9TD5C7Z09e3bJkiV0++nTpxMnTgwMDGzVqlVBQQFN6kQTWTCiuLg4PDzc39/f09PT2tpaPHJk5cqVghozvY4efTfMnRCyZQv56PXezJkzxUPwvby8mvh3OSkpibbdnTx5UvJ5Pp8fHh7u4+Pj7Oxsbm5eLVW3oaGhvb29t7d3QEBAfHw8vf1t+nO9+vfvL75Gnzp16uPHj+fMmTN//nxCCL1qbHiupcLCQhaLpa6uTqf/CgSCGzdujBgxgt5lamtrP3/+vOa7EhLI0aPk1StCyCennEmmGNuxY0ddK9Z4gbCsrKxjx44AsHz58s+8LCcn58qVK6tWrXJwcKi5HoqKigoA/PTTT41WbWbR5twU6Wc4q6ioCAgIcHZ25nA4dDilmZmZv7+/UCh0dnYGgL1790q7Do3s8OHD9H4lODhYfPFUrUVLUVHR3Nzc2dnZx8cnKCiouLiYDmleunQpISQ+Pp6e9Y4cOSLrT/M5NQMhIeTWrVtCoZA2ANy8ebPheykqKvJ7Pxnw4cOHDg4O9HSvpKQ0ZsyYtLQ0Qki1SYRcLmnenIwYQWrMLfyK0ZWkdHR0wsPDT58+/dErKg0NDfEVVVJSUl5e3uXLl1euXLl582ZCyN27dxUUFJSUlEJCQmT9aT6nZiDkcrnZ2dmPHz8GACMjI0aSV7Rq1QoA4uLioqKinJ2dxaNGLC0tL168SF+TI76eIoQQ8s8/BICMGdPwnX9S4wVCQkhISIiioqKSktLjx4/FTxYXFwcFBX3q2kpLS0t8hMXExERHR9NYGBAQ0Jg1Zwq9sIqvMY2UKZWVlZcuXZoxY4a2tna1L6p4LryZmRkAPHnyREp1kKGJEydCDe3atZs8efLWrVuDgoLKysokbxBV3me6U1BQoC2iBw8epH+u169fy/rTfNLZs2c7deo0ceLEiRMnDh8+nAZCQggd3NuyZUtGWuHKy8tXrlwZFBRkb29P/0ocDsfZ2VkyP8auXbskExqEhBAA0rNnw3fehIhEIhsbm2rnpWpXVGVlZTExMX5+ftVOYh07dqSFLFmyBABMTU2bcsN7//79hw4dShf8MzQ0FJ+l6Vi/n3/+mZG90LEwFhYW9K/EZrMdHR2rdZkNHjxY8jBbsYIASDc/c6MGQvI+w0K7du3Wr18/ZcqUmv00mpqa1tbWv/zyy4kTJ6qlI+Lz+REREXSUvL6+flZWViNXvuG6dOkCAK/oTT5zqqqqgoKCPDw8JEfxmZube3t7x8bG0jHu9Ea8tLRUUVFRWVn5a0mFXCc7d+5ksViampqjR4/29va+fPlybm5uWlra2bNnPT09hw4dKjlEjZ7Ounfv7urqun//fnEL8NSpUwGgT58+zCbZYtDZs2cXLlxYWlpaWlr68OFDcSCkJ6yFCxc2fBdCoTAgIKBPnz7i61EPDw9x355YWVmZuJ2Tz+fv3UsAyMyZDd9/07J8+XIWi6WtrT1x4sTNmzffv3+/tLQ0Njb277//nj9/ft++fasNhtfQ0LC2tl66dOm5c+doCXw+nza8z5gxQ7af5TNq3hESQoRCIe3QCQ0NbWD59KASdzxraGh4eHh8dGEGcat7QUEBl8t1cCAA5MPGaYY1diDk8XitWrWSTDvLZrPptZWfn19MTMyn7r7fvn3bp08fXV3dN2/e0NHMtra2NdM7NXHffPMNAERHRzNS2mfin2SsDQsLo+3yWVlZNDGEhYUFIxVoarp37w4AR48eLS0tXbdu3bhx42q2rrdt2/b777/fsmXLgwcPuB+mDaMKCwvpFG8vaS8RUl8fbRoVn7Akm1vqoaKiwt/fnzaxAoCurq63t3dhYeHn3xUaGtq7d+8ffxQBEOks3iAzfD6ftuZdv36dLq1ja2tbbWKloqJit27dXF1dDxw4EBkZ+dE7cnHD+9GjRxv/U9TGRwPhuXPnAMDExEQ8jqYeKisr/f396W0AAKgYGlo5O39xwEFVVdWIESO2bt3aujUBIDXykjKpsQMhn8+n56axY8cePHgwIiKiZpf7p9AkioMHD05NTaWj5KWU0VsaioqKDhw4QL8J33zzzeTJk5ctW7Zv377r16/HxcXV6eZDHP/EQ2A+Gv8kjR8/HgDmzZtH76d//PFHhj5WExIYGAgAxsbGlZWVfD5fnGhG3Lp++vTpWo7XpektFBQUbt26xUDNPhZuG+LcuXO//vor3X727Nno0aN9fHwGDRqkoaHBYrFMTU1tbGzc3Nw2bNgQEBCQmJhYy5bSkpISHx8fIyMj+ndr166dtrb20KFDa/MNdXZ2vnDhwoABBIBcuVK3AatN3LFjxwCga9euIpGopKREnHtPckRMLXPwHjhwgN4JMZB+mc8ndRwY/EUuLi7iXPzz5s1btmyZpaWlgoKC+DpbV1fXwsLC0dHR09PTz8/v5s2bXzy66EElvgts167dqv37LcLDx9XiZiAzM9PNzS0/v4rFImpqJDZWWj1KpPEDIZ3zaGZmVo+bOXGe5c2bN9PrFBUVFaburqSkqqrq5s2bzs7O4mQlNecg1/IgE8c/OgdDMv69pIPWPy02NlZJSYnNZtOLif3790v5c8sAnbC8YcMG+nDr1q3Hjh2rd3est7c3DasNyjK8fj0ZMICMG0csLcn7CQ+MEAgEd+7c+fnnnyU7Fz61MLWysnLnzp3t7OwWLly4a9eua9euxcfH8yVWFszJyfH29haP++/Zs6e/v3+dOhpFIpFIRLS0CADp3NlS8q5URH/31aJNmgcOHKAPN23adPbs2XoP/Ka5mfr27Sv596+b8nLi7ExGjCAODsTWlmRk1LOcGiorK69fvz5//nzJKdqqqqojR440MzNT+cTScRwOp3PnzqNHj6bX2efPn4+MjCwtLc3OzpY8qHr06OHv7y8QCKpEogHPnvUJD+fW7gC7c4cAkNatM62srCRvIpkdwd6ogVAkEvXo0QMADh8+/Ntvv02ZMqWuQxICAwNZLBaHw3n+/PkPP/wATC2YUuu70tqLiYnx9PQUBy0FBQVLS0s/P7/4+Pjg4OCjR4+uWbPGxcVl6NChbdu2/dQcVQ6H06lTJ1tbW0dHR8n25K5du65ateqL8U+Si4sLAJiaGjdv3uzp06eMf17ZiomJYbFYampqTH09hELhkCFDAGDMmDH1PI/fvk3GjCH02x4fT7p2bfhhxuVyAwIC3NzcJC+Gmjdv7ujo6O/vX1xcXFJS8uzZs9OnT//5558uLi5WVlYfnQsIAEpKSh06dLC1tXVwcBCPgbSxsal5E1xUu0VS4uMJAFFTe+vq6iq5FvTevXs3btzYwA8uK3T5IX19/fLyckYKLCwspGFm5cqV9Sxi3TqyatW77bNnSYNn+xQUFJw+fdrZ2VlyhJ2+vr6zs/Pp06dLSkpKSkri4uIqKirS09MfPHhw+PDhlStXTp8+feDAgZ9J7yW+4h8xYkS1YcxOL19ahIdH1m4Fve3bCQBRVfVPSkoyNTUVP9+xY8fatyZ+UaMGwsuXL8P7q2x6pVCP/gw6H9HMzCwvL4/Ox1i2bFn96/TsGRkyhNjbE0tL4uNT/3LeS09P9/HxkcypaGZm5u3tnZSURF9w6tQpS0vLadOm/f777//73//u3LmTnJzM4/EyMjLo+OwNGza4ubnZ2NiYmpqKsySbmJgAgKmpqaen54sXL+pXMVVVVRYLjh9XFgqb6DCQenN1dQUAOueJKWlpaXT2RT1b4L28iORaSMOGkdevye3bJDmZ1HEYekpKip+fn729vWRyWlNTUw8Pj5s3b4pPB2VlZaqqqqampvb29pLtCuXl5YmJiTdv3vTz8/Pw8KCHlriJr3Xr1iwWy97evuaXcfr06W3bttXQ0KjN6pV37hTr6AhNTWPLy8v/M4GQ9inUP2h9zIMHD2jDuzhVRd0MHUrE7RwiEWnViuTkkAsXSGQkqcuQ1MTERB8fHxsbG8mRPubm5p6enkFBQZJjNWjzG3yi1YrH44mPLk9PT0dHRwsLCzabzeFwBgwY8NFrbu/kZIvw8H9yc2tTz7t3/RctOrt9+x1CyH8kENL0H5s3b960aRMADB06tB6F8Hi8bt26AcCCBQvCwsLYbHb9DymBgHTrRmh7PZ9Phg0jQUH1KYeQ8vLy06dP29vbi+/tmjVr5ubmFlSjwN9//73m1RObzTY0NKx5kHG53JiYGDqOce7cufWrm9j8+Y4AYGWl08BympqcnBwVFRUFBQXG56X8888/AKCiohJZY/nZj+DxyIMHZM0aMnIkWbyYeHgQydV97ezetfIAEA6HmJmRsWPJL79kHD588+bNlJSUmsPEYmJivL29xQPNAUBRUdHS0nLDhg0fbQygWWRr4nA44o5DHx8femiVlZW9fPnSw8MDPpGRRyQSXb58OSEhgVbsi+P+MzJWhodDfPxmQoinp6enp2dAQEBAQIC7u/tXGgiTk5MVFRU5HA7jA9TpScDExKRW62OXlJCbN4mnJ7G0JMeOkX79SFrav781MSEXLrw7rgBI8+bEwoJMmnTnzz/37Nlz9erVly9finOY0O4VT09POoeKUlJSogfVp9rnTp061bZt208tTKalpdWzZ88JEyYsWbLE19eXHplz5syBT3fBHM3OtggP3/Cx8aI1vXzZMzwcSkuDCSEtW7Y89J6BgQGDgVDqSbfFnjx5cv/+fS0trR9++KF3795Q33TsNM9y//79d+/ebWtr6+XltXr16hkzZkRFRVUbyvVlSUnQogV07AgAwGaDszNcvw6FhVBQAC1agJERGBhAixbw6aXpRCJRSEjIkSNHjh8/zuVyafVGjRo1Y8aM77777qMZxhcsWGBjY5OSkpKcnJyUlJScnJycnEyzPmZlZVXLiUyzs9J2sJpTTerK3d386lWws+tJCKk2L+qr5uvrW1FR8d133zX8T1TNxIkTXVxcDh065OTk9OTJk5orPXG5XNVH/2fvvuOaur4AgJ8krACCCIKgMhUQRKvUCYooCiqoVdE6cFWto+46On7V1lGtC7c4atU6qrUq4GAoKiBaQVGWbFmyIQRIQkJyf39cjRQXIwlqzvfTTz8vIdx3wcc779137zlRrDt34PZtePAABIIXX8jKgm+/hQcPgC5tFIkgORnatoVBgyAtDXJzISkJkpIAIGvQoKG3bgGAurq6lZVV586dzc3Ni4qKwsLCCgoKaGO6uroeHh5eXl7Dhw9/R9JLBweH4uLi9PT0tP8qKSnJyMiol31x+PDhV69epQsk3lhto6SkZP369XQxNQB89tln787fyOfHAoC+fkf6sri4OCsrCwBKS0s/xrTAAODr60sTUMg8v//atWtv3LgRFRU1d+5cerFVT1l+fpvwcAgPh9u3ISEBJJIXX7C2hq5d4cED6NABACAtDdq3h9atYeRIyMyEzEwoLYXSUoiJCcnM/LXOycTY2NjY2DgzM7O8vJy+07Zt2xEjRnh5ebm7u7+71NSECRMmTJggEolycnIy/is9PZ3D4cTGxsbGxtIP+/r6dunShd4P1NbWvrHBzmw2AKTy+e/9RREi4vOTAJiamt0AgMFgSP8GZXsGU1wgpHeB8+fPDwwMzMnJ6dq1q8fbqku9T48ePX755Zc1a9bMmjXr4cOHwcHB9+7dmzt37vvTJUskkJgIEREQGQkPH8KxY6Cp+eqrWlpQWQl790Jw8Ks3mUwwNHS1stJo1crQ0LBdu3bGxsaGhoZqamr37t07ffo0TbXOZDJdXFymTZs2bty4eovZ6zE0NDQ0NKxbRhIAampqnj17RqNjXXQef0VFBQC8u9mGUFd/+uOPUFBgTI+hzMzMQ4cO/frrr81stmXV1NTQ3B9yqnq6e/fuu3fvJiQkrFq1imbyrKysvH//fmhoaERExIMHD25bW/d9Wf8FLC3BzQ2cnGDQIDA0hCFDYMsW6NIFTpyAuXOha1cICwMA4PEgLQ3S0iA1lcPlDgJITU3Ny8tLTExMTEwEAB0dHS6Xa2Zm5u7u7unp6e7u3sCKXQYGBgYGBvXq3gkEgvT09MTExLqnMCsrKwCgl/kyqUbJ4z0GADa7O33p4eHh7e0NACoqKlwut/ntK1hlZSXNVbRkyRKZN66ionLq1KnPPvvswoULv//+O31+T1N10+MqIyOjDIBNr6tUVKBHjxfH1YABUFICEydCWRloa8OuXbBxI7i4gPR8UlgImZnw7Jltfv5cR0d6GsnOzs7Pz+dwOAKBgI6ce3l5ubi4NKoWkKqqqqWlpaWlZb33S0tL6x5XdG4Rbflt5ZCsNTVHtGnTtQGFHgWCJEJq1NU7M5naAMBms6WV4Gg2QVlRUCDMyMi4ePGiurr6okWLaPxbuXJlc0L6ypUrg4ODb968uXDhQnpI/f3336dPn369ZIxAIOA9etTm9m2IjITISHh5QQQAUF0NyclQWwt0PDNLbCBZAAAgAElEQVQmBhwcwMIC2rWDoiLIy4PiYigqqi0puVNUJJFelAEAgImJCS0FaWNj8+WXX/r4+NAzS9PQmVc2NjZv/CqHwwGA5lch5vGiKyogN/fFr726ujohIaGZbba4EydOFBYWOjo60vzIMqelpXXq1Kl+/frt27cvIyMjOzs7MTFRejCoqKikODr29fCAgQNf1Fyo6+ZNuHIFcnNhzRp4uTgdAEBTE7p1g27dAGA4AK3xw+PxUlNT09LSvvrqK5oPvV550ibT0NCwt7evVw2U/gjvDoSlpaV08cA7PvPyqxyhMJvJZKurd5ZJn1vcoUOHKioqhgwZIqcaihYWFocPH544ceLChQv/+eef2NjYuuVkW7VqlTp+fLdOnWDgQOjVC+pmdGvdGq5fh5AQqKqC06ehXlljIyMwMoK+facBSKtL04GrAQMGmJmZpaeny/YH0dfX19fX79WrFwAIhUJ6XL37jvC5UJgvFJZwOLc4nGF6emPqTAOsh8eLBQBNze6y7fPrFBQIt23bJhaLZ8yY8ejRo/j4+Pbt2zezxCuTyTx+/Hj37t0vX748cuTIHTt2zJkzZ8GCBU5OTmZmZvSaPSIighZDOdir1/Tw8BffaWwMzs7g5ATOztCjB0ydCtOmwbRpkJQEt2/DunVQb5awWMwsKoouKKA1t2hdt4SEhBs3brRv3/7ChQsKqDotkztCsbi8piaDyVQjpFVlZSUA8Ghdr48ZIcTX1xcAli9fLo/2IyIi7OzsevbsuXDhwt9///3q1asAoKqq2qNHDzc3Nycnp4EDB77r30VdHcaObeC+NDU1u3fv3r179yVLllRUVNjb2z958kQkEnXr1q35VTzr4vF4d+7cYbPZLi4u7w6EhBDpl8g767Xx+U8ACJvdlcFgAcDEiROlQ7iDBw9uQqHUliUWi/ft2wdyG2a4fv26q6vrhAkT9uzZk5GRQevw6ejo9O7dmx5XvXv3ftcYQNu28NoV/zswmUz6eEVNTa28vPzQoUN6enpz585t9s/xQkZGRmhoaGhoaFBQkK+v78yZM999R1glFltoaHzfgAFzPv8/wwy///679EuHDx9+22PLppDVw8Z3KCwsZLPZDAYjISGBXrbXzU/YHHR4XUtL6+nTp3R+V/v27e3t7aWTLQGAyWTOGzaMLFxITp/+z0NmqfBwsmMHOXOGNHiG9I0bNwBg8ODBdD5eA5fTNsqjR49+++03OnGfPlJtZnbQioqQ6Gg4cMC2U6dONE3l0KFDvby8ZNTflkEjU/v27Zu+Kuvt+Hy+oaGhtrZ2WlraxIkTAcDFxSU8PFze2eloxonnz5/TR1OymqmRnp5Op57SBWEjRowgLycEfvHFF69/vqioqE+fPtKX7y5tU1i4Ozoanj1rUEmTD9+5c+cAoHPnzjJJM11PYmIizXsgFArpINCcOXMSEhLkutoyKSkJAGxtbZOTkwHA2tq6mQ3m5OQcO3ZsypQpdVfyMBgMmr+e1p3dsGHDG7/3Ppf7Y0ZGYU1NYU2N6J0/dXLykOho4HACmtnb91LEHeHevXtpydPq6uo7d+7o6OjQSkDNN27cuKlTpwYHBxcUFBw4cIAugUpISKDX7E5OTs7OzkOGDHlPUU1nZ3B2btR+6ZWOqqrqrVu3aAFrekZuJrFYHBUVFRgYePHiRVoOfvDgwY6OjjK5I+TxogFAQ6PziBEWu3btAoD4+Pjvv/+++d1uQTt37gSAxYsXy/aeifrjjz+Kioo+//xzFot14cIFVVXVEydOvG3RugzRwSUmkyndaHJTRUVFISEhwcHB9G+EvslkMnv16uXk5AQv7wXLy8uFQmEDH0O+Ub0r948dPa6WLVvWnF/+22zfvp0QMmLEiCtXriQnJ1tYWOzfv/8d1W5lgv5Ds1gsutG0n6u6ujoqKore/D18+JC8HCRo167dgAED3NzcRowYIRQKDx06dPHiRQA4cuRIQUGBg4ND165d7e3t657BEni8fc+fA8DXxsYm/y3lUZfCjiu5B0Iej3fgwAEAWLly5ZYtWwBgwYIFzZ/3IbV3716BQGBkZPTXX39VVla2atUqPDz8PQMLzSYUCgFATU1NGhGb01pFRcX169cvX7587do1+jgQAIyNjb28vLS0tGpqakpKSgCAzkptMh4vBgDU1a0AJO/98EchPj4+NDRUS0tLVtdVdUkkkh07dgDAypUrd+zYUVtbO23aNAVEQagTCL28vLhc7tsyerxNbW3t48ePAwICAgMDHz16JH2caWRkNHDgQDc3Ny8vLz6fHxoa6uXlFRwcrK+vf+vWLS0tLVNTU2kZent7e2trazrBjfLz83vHTtXULDQ1HTU1ezb+x/3gREdHR0VF6enpTZs27f2fbqSioqJTp04xmcwlS5bMnDkTAJYtWybvKAh1AqG1tXVOTk6jvjE2NpYGvzt37tBTHwBoaWn169fPzc3Nzc2tc+fO//77b2hoqLu7O53tBQC2trZPnz7du3evtCkzMzN7e3sHBwedPn06W5mtM+vEYLw1BAIAIcJOnQJFoiI1tY6N/oEbSe7/AEePHi0pKendu7eJicmlS5fofBkZtq+rq0vD6tatWwHgp59+cm7k7V0TSOOfNCI2oZHs7Ozr168HBAQEBwdLDy86p8vb29vW1jYsLGzTpk2XL1/m8/kqKio9e/bU1dXt2rWr40uvV616h+rqaADo1GkgwIsp/np6ekOHDm1Czz8QO3bsIIR89dVX77njb5JLly6lpqZaWFgMGjSIrtaX0+Oi10nPWbQmVANVVFScOHEiKCjo1q1b1dXV9E02mz1w4EB3d/dhw4YZGhrSu8N169bRqc4AwGQyzc3NDQwM0tLS6Kw/mvUCANTV1bt06TJ0aK/lyy3ZbPuBA+0BCMAbjreKioDa2qLWrb/Q0JDx8pUWsW3bNgCYN2/eG1eVNNOePXsEAsG4cePKy8sjIiL09PRoOJQ3Om9FJBIJhUKanaOBzpw5QyuYAgCLxXJ0dKTBr0+fPg8ePAgNDZ03b97Dhw+l11v6+vqDBw92c3Pr2bNnaWlpXFxcfHx8fHx8YmJiVlZWVlbW1atXW/Xu7bXW51FtHzU1Uw0NOzbbXkPDTlPTUUPDlj5jBoCqqrs5Od+w2d2Fwmxd3eEMhnxDFYO88xl4M4nFYhsbm/T09H/++Sc4OPjgwYOzZ8+mmWdlKzg42N3d3cjIKDMz8/XFXjJ39uzZSZMmffnllz/99JO/v7+VldX48eMb+L0JCQmBgYEBAQG0SicAsFisvn37enl5jR49WlVVlS5Dpskd6Lc4ODjo6eklJSUVFxfXbUpfX9/R0dHZufc333TX1HRUV7d4204lEoFAkCAUPtfVHSE91D5qRUVFZmZmQqEwJSWlOfN136Z///5RUVF79uwpLy//6aefZDX6/W4ikej27dteXl4CgWD58uVdu3a1srKysrIyMTF57xUPh8Np27YtPd/R5fOenp6urq7JycmhoaEBAQFRUVHSsxVdwEM/Q7Nsi0SilJSUxMTEhIQE+v+nT59KJJKFCx1nznyxHI3BUFNX70RPW1pajhoa9urqFpWVt/Pz13fsuFMozNLS6s9kagIwmMzG3cV+OHJzc+kKgYyMjEYFjIbg8XhmZmYlJSV3797duXPn+fPnv//++40bN8p2L3VJn7b89ddfHA6HDjjp6enRhRDGxsYmJiZ028bG5o2rCQsKCoYMGeLm5jZ06FAXF5fi4mJ6d3j9+nU65w4AVFRUunfvTgPkoEGD3niDKxaLMzIynjx5kpCQ8Cg/v//kdkO0NhDyn2mlTCZbQ8OOze6qq+vJ5Qbr6o5o3XoM/VJZ2ZmamoxWrQZpafViMGQ/2iffMHvu3Ln09HRra+t+/fpNmTKFwWDI6bKaDrouXbpUAVEQ6twRdunSpW6Ohvfq06cPrZ4KANra2h4eHqNGjRo5cmR+fv758+enTp0qXVBPc4h4eXmNHTuWZpIDgOfPn8e8FB0dXVBQEBwcrK//PCNjAwCwWDpstoOmpiP9j822o9fvlZW3c3OXaWr2EApzW7ceKcPfQwuiQ+Jjx46VRxQMDw+Piopq06bNpEmTaOWspiV/aCAej3fjxo3AwMBLly4VFRUBgJqaGh2YpdTU1Dp06GD5X3Z2dnWP9tatW3///feWlpbDhg2jI58nT5708fGhD5gBgM1mOzk50bNVz54960VWVVVVusSCLv4DgKqqqqSkJIkkzcgohs+P4/MTRKI8gSBRIEiUfheb3a1duzUqKm3ZbAc2uxsAlJQcyc6ez2Z319Fx09Z20tZ2YbF05Pabk71du3aJRKIpU6bIPAoCwLFjx+jwmLGx8cWLF9XU1L755psmt8blctXU1OjIOR0DkN7CVldX06ctgYGB0hX07du3b9u2bXZ2dnl5OT2H1GvQ2NjYwsLC3Nzc3NxcumFqanrjxo3w8PCAgIB58+bVXeNBr7fc3Nw8PDzqVfp8HYvF6ty5c+fOnaXVswn5XiBIEQgS+fyEl/9/yuPF8HgxKiptWrUa+Pz5WolE0Lr1GCZTo7T0dy43FACYTE1t7f5GFV46NY7QqxfI6BGYfO8IHR0dHz586Ofnl5ubu379+tGjR1+6dEnme3nw4EHv3r11dHSysrKav9juvdLT05cuXRoYGGhkZOTm5mZqampqatqxY0d60Lz7gJg7d+6lS5foWuOBAwc+ePAgICDgwoUL0sNLS0vL1dXV29t71KhR7/1ZcnJyYmJi2OwMK6sbPF6MSFRY96sslp6mZs82bSZXVYXr6Xnr6o6g71dW3q6tLdTRGcZiyf13JScCgcDc3LywsDA8PFweI+GjRo0KCAj46aefTExM5s2b5+joGB0d3eTWkpKS4uLiJkyYAACFhYX//PPP/Pnz6ba/v//ly5dv3LgheJmSxsHBwcvLq127dqWlpTRHTHp6er2RAEpFRcXU1NTqJUtLSy6XGxUVFRwc/OzZM+nHHBwchg0bNmzYsAEDBjTzMlEsrqipSZOetni8GE1NR0vLs9nZC6ur7+nrz2jXblVe3g8FBb9Jn0MbJ/Q2Oaz2YsV3//4gh8FGGaqurjY1NS0rK7t//z5dGC5DEonExsYmLS3twoULt2/f3r1798yZM+uuB2is5cuXu7i4jB49GgB2794tkUh8fHyuXLkSGBh47do16ZQC6dMWJycnBoNBCMnPz8/MzJRm8KAb2dnZb1ztIJ20RZmZmdHgN2TIkLcV0mkysZgrECTw+XFsdjctrb483sPS0uOVlTdtbCKqqu5wuSGVlWF8fgIA6XLERfPgbdDUhP79YdAg8PAAR0cAAKGwiaFRfhNSQ0JCAMDQ0LCkpIRWToiIiJDHjsaOHQvNTL3dAHw+/9y5c25ubvRS2rzeOtaXNDQ0pHkd165dW6+gEpfLLSkpobnedXReXSmbmprOnTvX39+/OZU0hMI8Dsc/L29taqrn48fG0dEQHQ25ud+VlPyRkNCttPS0WMwnhKSlfREdDTExKk+fDszP38znPpHZ70jOxGLx48ePd+/eTf+kHRwcCCElJSWLFy+urq6W1V6ePn3KZDI1NDTy8vLo7f7Z5tXGvnbt2oIFC+h2UlLS8OHD9+7dSyu90X99Fos1YMCAbdu2paWlvbEFaV5jX19faUL21xdRSeuTGBgYeHt7+/n5ZWdnN6fn70WPKEJIbS0nLe2L4uJDfH6SSFRaXn4pO3tpYmKPqsWur9JgqqgQHx9CCAkKIqtWkZ9/lm+t1cZISUk5fPgwvajq1asXIaSsrGzNmjUyqGzz0oULFwDAwsKiuLiYDkLGxsY2p8Fly5ZdunSJbu/atWvjxo3SWXu01s3WrVsblX23rKysXt5/c3NzBoOhqqr6xRdf7Nu3r7HFgmQiPX1icfH+zMzpJSXHBIIMkaiorOzv2i0/kK5dCYPx4tCaOZMkJxM3N+LpSZydyf/+Rxq5FkWOQ6M0d9eSJUtOnTpFBwTojG3ZSk5OpnNwaPpgmSOEREZGHjt27Pz583RMXFtbe/z48WPHjqX3oFlZWTk5OdnZ2dnZ2c+ePePz+a/ndQQANTW19u3bm5qaRkRE0Id/DAbD0dFx1KhRo0aNkkn2ClVVE11dE11dL/pSJHrO48WoqVmy2fZsdrfS0uMFBb/a2ETo6LiJxZyqqoiqqjtVVXc0rlzV2J8Mw4aBlxe4u4NOCwxknTx50tvbmw7y+Pv79+nTR7o4SSwWP336lKaeunnzZmlpKX2/VatW5eXllZWVkydPDg4O5vP5hw4dkklntm7dKpFIZsyYce/evaSkJAsLC+lgjqzcunUrMjJSQ0PD2dnZ09NzwoQJdO3g29CrK3qBJX2TpuVLT0+nN45//PFHSUnJN998M2PGjB49eshj3v/rmEwNsbiCydRmsXTZbAehMDshoYuKiqGWVm9tbWczs8OaGzuD178QGgoREfDgAejqwr59cOsW/PADlJXBxIlw4gTNsCMPQUFBffr0oSMrd+/e7dixI601T2VkZNCcG0FBQTQtKgDo6upyOJyampovvvji9u3bYrG47tTZ5qA1sVesWHH48OGqqioPDw9ak645QkJC6GhBVFRUnz59nJycVFRU6P2ftMByw9HiEo701goAAHJzczt27Ni2bVtpAQqFKSzcymBoMBhMPv+JurpVaenx0tLjAKCmZtqG6aHXti9cvgytWsGdO3DrFri7w4wZsHs3fP45EAJffgkXLzY8lwWATO8IRSJRfHy8n5+fj49Phw4dDA0N1dXVi4qK4uPjp02bdvnyZRnuS4qm6Zs3b14z2/n222/j4+Pp9s6dO69fv56Xl+fr60srXVCOjo5+fn5cLvcd7ZSVlcXHx0uLkvj4+NQtqGRgYEAv1nx9feV9tf66tLQviov98vJ+rKqKqq0tLyv7+9mzWaLxg19ds6urE1rjIjmZnDxJrl0jcl48TvXq1UtaR9Db2/vu3bsRERGbNm16/dmDmZmZj4/PwYMHacKw6dOnx8fH0xG/Zt63UQUFBbSQRUpKSr9+/QBgz549zWzz2rVrpqam7u7u7u7uzs7Ow4cPj4iIuHDhQpVMK9c7OjpqaWnJvP7G+0g4nMDk5CEpKW7p6d4czlXpUER0NMTe1SL6+sTNjWzeTKKjCYdD8vOJldWrakGXL5OvvpJf5zw9PaU1yxYtWhQYGJiUlHTw4MFJkybVu/IwMjLy9vbesWMHnSmzfPlyaWWberX0mobODGjTpk1ZWRl9+tj8ZpctW7Zq1arz58+fP39+1qxZO3fulO2S/Dt37hBCqquri4uLHzx4IKuKjO9VXf2gqOggjxdXXn65rOysSFQsEKQWFu5KSxsbG2sQHQ35fr1fnK9MTcm0aeT330lpKXFweNXElStk7txG7bShgfDEiRPS2t+3b9+WlgTicDhXr1798ccfXVxcNOsmsAagF/hvSy4gE7m5uWpqaiwWK4WWUmqGiRMn/vuyhvjq1au3bNkiHXrq0KHD999/38xdCAQCum5k9erVzexqY+Xnbyws9C0s9I2P75KdvfDFSSrWICNjSlnBWVJSQuLjyebNxM2NqKqSVavIsWNkyBBy/Dj5+WfSpw9pWP3M5qgXCOnCUylLS0sfHx8/Pz/plQohJCUlhY4v/fnnn7t37waA1q1bP3v2rJk9WbNmDQCMGzcuPDycnrkqm/3jvz402swG64mKipL+4PHx8XFxcbJt/234/KTHj42ysxeLxVU1Ndl13k8uLj6UkTE1//TQV9dYAKRNG1JYSOqUlCOpqcTFRX49rBcIadY0qXbt2k2cOHH//v11C3xGR0erqakxGIzAwMD169fTGFlQUNDMntBBhR9//PHYsWMA4ODg0PygVW9odOfOnc1ssJ66xf+GDBkiragqb9nZi6KjIS9vbUnJ8ezsb6qrH9b5ooTHe8IPPkrGjiUGBi+OK3NzkpND+vZ99albt8ikSY3aaUOHRmtra6WPUsVicU1NzZo1a65duxYfHy99lMpgMOzs7Gg+Fycnp7y8PFdX13Xr1tFFJw3cUaPs2LFDKBROnDhROq+yOQoLC7OzswGAy+X26NHD2trayspq2rRpX3zxRfNXvKqrq9M5XTJ/wvwOxcUHCRHp6U0UCJ5KJAJb20g+PxGAWVFxtaYmvazslEZoCsyb/CK3/dq1YGMDIhEMGACPHwOdS81kwqFDIJ9MnnV5e3vTJxyPHz9esmTJZ5991q9fv4EDB7q4uLxx2LBz587bt2//+uuv582bFxMTM2rUKH9/fx8fn7CwsCZnIKyurqZre1asWLF582YAWLhw4bsr1HwI/vrrr0GDBtFSRzdu3CCE0Jmu8sblhohEhbW1pRUV1zMyxuvrTzM3Pw4AGhrWGhrWBgZzwALA5TlERr4YGpVIwNAQRCKQSICO3BYXg6GhXDu5aNEiOqgQFxc3bNiwbt262dvbu7i4uLi42Nravv55R0fHn3/++bvvvps1a9ajR4/CwsJu3rw5c+bMK1euNLlIQGZmJn18s2DBguHDh0OzSw582rjcIADQ0RmWn/8zlxuspdVfU7PHyy8y2GwHGOoAQ2cBIRAfD7duAYsFJiZQWAjV1S9mY0VHQ52RvAZpYMCktULCwsLCwsJ27tw5a9YsuhZbRUXF0dFx8eLF586dKy4urvddNBVyp06dmn9Z/bqysjJ6iEdHRze/tYkTJ44ZM2bOnDlz5szp3r37X3/9Rae3yEROTg6t7CqRSPLz8yMjI2XV8jtJnjwxi46GqqqonJwVhYW7amtf1Vbl85MLCnbwN88h6uqvrtnt7MizZ8TJ6VUboaFk2jR5d7TeHWHDs6rSFKC9evXKy8uj8XL9+vVN7gZdsTBgwAA6X0ZWFVnv3r0rHU3JzMxctGhR89usa+nSpXXvDHx9fWXb/tukpY2KjoaSkmNZWfOioyE/f9N7voHDIYSQGTPI4cOEECISkYkTyV9/ya+Hnp6eDx8+5PF4PB5vwYIFgYGBDfkusVg8ZMgQAPDw8MjOztbX1weAffv2NbkbdI3EV199df36dQBo3769TObgJCcnF70s8k4nKzS/zbosLS0Xv9SxY0fF3BGKn2fl7+ubcLdjbW3lw4fs6GimSFTYoO88cIB4epLAQHLgAOnZkzQy/3MjAuHQoUM3bdq0adOm2bNnz5o1KyIiIjw8XFr7+I0EAgF9INz86uqv++WXXwDA3d1dJq3VGxr9S6Z/n3///ffKlSvpdnR09Pjx42XY+NtUVd2LjoYnTzqIREUxMSoxMaoi0ZvKYVdXk5AQsngx6diRTJhAiopIz56vvurvT+Twb1dPkwNheXk5vRP63//+FxYWxmQyVVRUaKaCxhKJRLQpf39/mrOt+Q+eFWPp0qV9+vQZPXr06NGjHRwcFBQIRaLaAZ9XLR4k5OckPLKNjoaqqn8b9I0cDpk9mwwdSoYMITt2NHZ2X6O8/oywgd+Ym5tLp+Du2rWLzvbU0NCg17KNVVZWpq2tzWAw4uPj6c3Dli1bmtCO4llaWia91K9fPwUNjfr5EQAydqz4bgh3xaC8a6Mb8b3R0WTXLvLnn68eQjdYI6aWDRw48Lvvvvvuu+9ozT86BPruRIjq6uqnTp1is9kHDhwICAho3L3qO/F4PFoldfXq1TJs9pMSFtaquGPr1uM5nEuE1OroDFVReVMqMk1NcHODXbsgOxsOH4a2bYEQSE5+8dVz52DIEHn3VE9PTzrLUUdHp+G5W1u3bn3y5EkWi7Vx40aJRLJ8+fLa2topU6ZIV5E33NmzZ7OysmxsbD7//PM///yTZoNsbCMtZcWKFWfOnDlz5sz06dMVtMv791nh0Vohhar5Ijun7G6bBzU00aiuLhw+DMHBEBoKy5aBPEcIVVRUpCOQLBar4TNp27dvTwfJV61aZWVlNXv2bIFAMHnyZH4DiqrXc+DAgaqqquHDh0skktDQ0FatWsmw/pG82b5Ub/6HHNGi6O7uzL+vtdp+yyTc/n3fUIejIyxeDFOmNGHqu9znWNvb29McQl999ZU0/33zHT16tLi4uFevXq6urjJp0NPTk1a9AYCBAwe+rUZuk129enX69OnTp09ft26dbFt+M0K0FvlZD89pXzhB45+HrQrNWrduwBoAegAdPQozZoCPDwweDG3bNm4WcpMEBQXpvSxpe+TIkUZNKx8wYMB3330nkUimT5++YsWKPn36ZGZmzpkzp7F9iI+PZzKZK1eupNkgx4wZ88ZnSB8mNTU1NpvNZrPlUYXjzUJDAQCGDoWQEODxVMHgA0zdd/HiRWnip507d9Lncw00ZsyYefPm1dTUTJ48edOmTba2tgkJCXQuVaPcvXsXAJYvX05rz82ePVsBST8+YkIhqKjAsGEvIqKMalO/XwPvHJOSkqSP4nJzc2/evNnwu06JREIPQQ8Pj+bMlaqsrKTP7UQiEV3P/s8//zS5NUX6+++/FyxYkJ+fn5+fHxQUpIih0fv3CQDp0IEUFRFVVaKqKil/07joOxQWEtmtJpYrkUjUv39/ABg7dmxqaip9cnzixInGtpOcnFxaWkqfCTVtfLVFrFixwt/fn27v3bu3+es9GuTmTTJnDrl5k3h7EwBy8KAidqpYfD6frp5asGBBTEwMnU0q/VU3XGRkZF5eHp3fnp6eLo+uykNh4auHcyUlJTKcM/EeHA4RiciCBaR7d4WdghRRmJcQkpeXR88vBw4caOw3njt3bvHixU5OTmpqavT0dOLECQCwsbGRR9lMeWiBZ4RbthAAsmQJOXyYABBZT9n/0GRkZNAiJIcOHTp69CgAaGtrNzYRRl5eHl2W6uzsLKd+fjqePCF//EFCQkhKCjl4kOTmtnSH5CIuLo4+/bl06RKtb9O2bdvnz583qpGysrIpU6YAwJdffimnfn4iDh8mTk5k+HDi4kL+bdgjZxlRUCAkL2tha2pqPn1nXiUul3vjxrnbCyUAACAASURBVI0NGzZ4enpKU0ZRqqqqJ0+elEgkdHb477//rrDON1OLTJYhiYkkM5N8/TUBIEePKmKPLYpWFdfU1ExMTKSJPfv27fvuEYi6KSDs7OzoYWZkZLR06VKFdfuj9NtvZNQocuoU+e474upKhMKW7pAc0bnEBgYGOTk5dLZLQybopaenHz9+fPHixY6Ojkwmk8lk6urqHlWCP8Omi4khzs4vMnikp5MuXRSTzYNSXCAkhNAn+T179qw3e7jubV+9hxzt2rXz9PRcu3ZtSEgIl8uNjY1dsGABAJiYmMgwDaC81dbWCl+eLCQSidx7np5O5swhw4eTxYtJYSFJSmrCNKqPEa2k2rVr1/z8/P79+9NFdfVkZWWdPXt26dKlffv2rVdIUldXt1u3bgDQqlWrt6X9RKS8nNjYEJHoxctvviEnT7Zoh+RLIpF4enoCgIuLy/Pnz21sbM6cOfP6xzgcTlBQ0Lp16zw8POoVHmez2bSks6WlZYVy/CU2xa+/krprVDw9yaNHCtu5QgNhZWUlXfn+ww8/0He2bNlSr6qqqqpqnz59Fi9efPr06WfPnnE4nJCQkLVr13p6ekrnU3Ts2LFn3Sn+qC4ul9jZkfv3iURCrl8nPXoQhQ3ut7TKykpra2sAWLZsmfRNoVAYHR3t6+vr4+Pzeqp0mrbG19c3OjqajrRPmjQJAD7//HPhJ32j03T375OxY1+9PHWKvBzt+FQVFhbSmXS//fZb3ccx9W776h5XxsbGnp6emzdvpmvMRCIRTSriQ9OOo9d9/z35449XL7/8kty5o7CdKzQQEkIiIyPpPOZbt24RQnbt2iU9aKS3fQ8fPty7d6+Pj8/r+WKsrKzGjBlD5/KeOnVKwZ3/OJw+TZYvf/Vy7Fgin6IfHyZpiqzly5cvXLjQ0dGxXlYgfX39kSNHrl+/PiQk5I2X59K1iT/99JPi+/8RiIv7zyPnw4fJunUt1xsFuX79Oq3DsGfPnvXr148YMaLeFby6unq/fv2WL19+/vz53Dc9MZVO48IT15v9+SdZsuTFtlhM7O1JYcOW0suCogMhIeTHH38EAAsLi4qKipKSkuzs7Lq3ffXmFmtpaTk5OdHMNdJZTEeOHKEDWc3PLfkJ2raN7Njx6uXSpeTcuZbrTQtYu3Zt3QF2FotlZ2cnzVbakHnL4eHh9HItLCxM/v392NTUkC5dCJ0wIhaTYcOU5EprwYIFb7zto1fw704tQtG1ibq6upmZmfLv78empob070+2bychIeSrr8iqVYrceQsEQukoQd++fadMmULTvddlbW09bdq0/fv3P3r0SCR9FPFf48ePB4ABAwYoblLvx+LsWVJ3rseYMSQqquV60wI2bNgAAObm5ps3b75161bTijx8//33dBC+rJG5mpTC7dukd28ydSrp359s3NjSvVGQbdu20eC3ZMmSs2fPNq16DJ3G5eTkhCeuN+DzyenTZOtW8qan+3LVAoGQEJKcnKyhoSGdFKqtrS297ZNmz3u34uJiOmpPl6miV6qqiL09iYoiYjG5coX06kU+kkUmMsHn8+mBERoa2px2pJdr3t7esurbp6aggLzlOvXTIxQK6YB5QEBAc9opKyujE2d++eUXWfUNNV/LBMKbN2/SIYK9e/c+fvy4aRdHdNReXV29mYWeP0GZmWTuXOLhQZYuJa9lQv+00cR7tMh4M9FKT2ZmZg28OEOfMLp22dbWtvlrl2/cuMFkMk1NTaurq2XSN9R8LRMIPTw8QBalCufNmwcAdnZ2DRmgR588oVAo25RDN2/eTExMvHfvHn1ZXl7ezBtN9JH67LPPAODYsWMyae3kyZNxcXHSJTplZWUKqyKJ3kjuuUZfFx8fHxQUpKmpScNYc2zbts3a2rq6ujorK0smfUMftTNnzjx79szW1nb06NEyadDV1TUjI+PUqVP0ZV5enq+vr0xaRh+Ra9euxcbGtm/fntYbaL6pU6c+fPjwzz//pC/j4uLoA0jUUlogEG7dupUQMnv2bJp0rTm0tLQuX74cFBSUkpJC3+HxeNLDCykVQghNgrV69eqG1xlA6L3ocbVs2bJ6GRjQJ6O5hdcbKy8v7+zZsywWa/HixTJp0NbW9t69e2fOnPHy8gKAysrK/fv3T506VSaNo4/InexshomJKZdL8zrK0LVr1+hkPy6Xq7jyDujDkJCXF5uc3Lp16yaUNHm369evl5eXA0BeXp4WLa2OWoiiA+GuXbuEQuGXX35pZWWl4F2jT9txPl9906btrVrJPFYNGTLkt99+A4CnT5+uX79eto2jD9zJmpqugYFTeDydxle5e7fPP/+cPh6Kjo4OpWWtUAtRaCCsrKykS0qXLVsm25bDwsLc3d0BQCgUyrZl9FGIqax8Ul2tq6IyslMnmTeupqZGT4J42a5s8mpqbnI4KgDjeveWeeMGBga05mVRUZHMG0eNotBA6Ofnx+FwXF1de8v6qHJ1dT19+jQAFBYWfvHFF7JtHH34jhUUAMAUQ0M2Ph1EsnOisFBCyEgDAwMcEv+kKS4QikQiusZr5cqVCtspUgYpPN59LleTxRpvaCjzxkeOHDly5Ei6bW9vHxAQIPNdoA9TWW1tYGkpA2CykZHMG/f29q6traXbffv2pWVPUEtRXCA8c+ZMdnZ2165d6SJCGVJVVZXWPWEymfWS4aJP3tGCAgIwvm1bHRarpfuCPh1/FRXVSCSurVtbaGjIvHE2my3dVlNTw/moLYtBCFHMnkpLSw8cOGBra0vThCIkE7k1NWMTElQALjs4tMXxKyQjfInEMy6uorb2dxubbtraLd0dJF9yf6DSs2dPuqGvrx8SEjJs2DB57xEplQeVlQwALwMDjIJIhoLLyipqaz/T1sYoqAzkPjRaUVEh3eZyuQq7AUWftmcCQQqfDwBaLNZha2tjdfWW7hH6FNRIJBW1tQDQR0dnk6WlIV5dKQe5B8La2tqoqCi6zePx5L07pCTucDgZAkEPbW0AMNDUxNtBJBO3OZw/CgpsNDUBYFibNp/h7aBykHsgFIlEQUFBdJvL5cp7d0h5dNfWHv2ykhdCsjKgdev5JiYt3QukUHIPhGw2e926dXT78uXL8t4dUh4XioujKioAYIuVFaOlO4M+GfHV1acLCwFgtIGBFs5DVg6KTrGGkKyM1Ncfqa8PABgFkQzpslgdNTQAQIWBR5aykHsg/OGHH6TbK1asqLt6BqHm0GAyceEgkrmOGhoDXq5LRkpC7oFw1qxZ0m0sCoEQQuhDo7gF9QjJkJgQBgATB6+QTJWKRHyJpAOuxlEyGAgRQggpNUzVjxBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhNDHIT4+nsfj0e20tLSysjKZNIuBEEFwcPDp06fp9uPHj3fs2NGy/UGfhpUrV0rPU9u3b09KSlJ8H3bsgKVLX2xv2wZRUYrvApKlNWvWZGVl0W1fX9979+7JpFkMhAjy8vIyMjLodllZWUJCQsv2B30aoqKiBAIB3Y6NjS0vL1d8H3JzITAQbtx4sV1RofguoI+ASkt3AH0QJBKJSCQCALFY3NJ9QUiW/vc/WLUKIiNbuh9IRrZv366vrw8AUVFRI0aMkEmbGAiVWlZWFh2wOn369L///gsApaWldnZ2Ld0v9HF78uSJjo4OAEyePFldXR0A4uLi5s+f3yKdMTGBSZNgy5YW2TmSDYFAcP78eVNTUwDw9PS0sLAAgOzsbFm1j4HwU1dRAb/8AgkJoKsLK1ZA794AAElJ/CtXBpw9GxMTo6uru3Xr1qlTp/74448AEBYW9ueff7Zwn9GHr7gYtm+HtDSwtoYVK0BfHwDg0aMnN254Hz6ckpKyYsUKADh9+rSJiQkA+Pj4tGBnlywBJyfo0OHVO7W1oIInvw+QQABHjsDTp2BuDnPngo4OZGaCn9+4K1euxscPHTpUTU3NxsamS5cuAEDvC2UCnxF+6saPh9694do12LxZPHu2MDNT6Ows/OwzjVWrjMrLtbW13d3dpbOwEGoQoRCGDYMBA+D4cejdG4YOLXr+PN3VNd3bW93fP/XZM0NDw1atWrV0L19RVYVt2+Dy5Rcvk5OhTx84ebJF+4ReRwh4egKTCUuXgqEhDB4M+flgYwNbtnyvr9+zZ8+JEyfKac94UfRJy8kBLhfo0WNhse3XXxMzM/WWLIGSkuWpqXvd3Y1dXDQ0NO7cuSOd3WdkZNS3b9+W7DP68IWGQs+eMHIkAMCYMXD+/P6srJrx49sWFkKnTsEbNrg6ObFYLLFYzGaz6Xf06dPHwMBA8T0dPBjMzQEABg6EvXvB0hIyMyEyEh4+hIULoX9/sLJSfKfQWzx4AGw2LFgAAJJOnWa2bauVmQlnz1pUVCy3t4/p3RsAPD0927RpQz/+888/a2pqymTPH2sgzMvLa9++Pd0uLCzU19dXwZGO1+Xng4nJq5daWvPu3+/31VegpwcslvTtgQMHSrft7OyU9hmhRCIpLy+XjrcUFxe3bdu2Zbv0gcrJeRFeKEtLqK7+0sOju4UFMF8NMv3yyy/S7W+++UaB/XvF0/PV9syZMG0ahITAo0cwaRKcOQNffgmRkaCm1iJdQ6/JzARr6xfbhFRpax//999Xy18AAMDIyEi6/SEOjd6uui2rphpiyJAhdJYjAMyYMUM6+x/9R8eO8HLNDQAAl/vA2voqkxlWWdlyfWqcx/zHCttXcXGxZ50TJ94Zv5WxMeTlvXqZmwuampdZLL+CgnNFRS3XrXcJD4fiYmAwgMOBqVNh924wN4foaPj555buGZJq2xaKi6Wvagl53r7985qaKvlPZW96IIzhxYxIG+Ga6jouY1yuKHdRziIJSGTYMyQDxsZgZgZ+fiAUQmwsPH0qtrOrJaSWkJbu2VvF8+O9M7wHpw5elLOoUlw5JXNKS/cIvcbNDcLD4fFjAICYGIiOBiMjOy2tPjo63bS1W7pzb3D2LLi6go8P7NsHpqYQGQl798LJk6CtDZGRZ8PCwhTQh7Vr1+a9vHrYv39/TEyMAnb6kenXD2JiIDkZACA3t4LBONq9+9GCgrjqannvuYnDiZXiyomZEwOtAm01bOP4cWLSAovP/Pz8mEwmyHQS7Sfo9GnYtg3GjQMTE1iwoK+xcT8dnZbu01txxJwxGWP+tvz7M/Zn17nXS8QlCu5AUVHR0aNH6TYuqXwrTU24fBnWrYOSEjA0hIAAAOjMZnf/IKMgAAwZAoaGcPs2+PnBH3+Amxts2ABDh9b+8MPv33339bRpHWJjY2U4zvZGDx48mDx5Mt2Oj4+3tLSU6+4+Smw2nDsHq1aBQACqqvo///w/6UipnDXxjvBu9d3+Wv1tNWwBwIHtYKZmJtNeNUj79u07dOjQoUMHDQ0Nxe+94dLT4fDhF9tpaaCQq8862Gzg88HaGtavBz09xe670YK5wcN0hn3G/gwAPHQ8LNQsFNwBFovV6iUF7/ojo6sL7drB1Klw4sR/nhd+kNq2hdOngcmEdetAQwNWr4b+/ZNmzvx81qwxTk5Oubm5c+bMaek+IgAA6NwZ+vaFr7+GgABQ5ImdNMmp0lNLcpbUfcch0UFMxBIiaVqDjWVjYyMUCum2h4dHcnKyYvbbBIGBREOD+PsTQoi/P/n2W4X3wNCQAJDnzxOqq0uEQkIIt7ZW4Z1okD1Fe35+/nPdd+wT7BW294KCgr59+0pfWlpaKmzXH5+wMAJAnJzoqzyBoEosLhYKcwWClu3XO3z7LQEgPXsKS0pKevfuDQATJkzIzs7W09MDAD8/P7nuffjw4c7OzsOGDRs2bFjHjh2vXbsm1919rJ4+JQDEwkJCyOHnzxW22ybeEVqoWyQJ6qfQDagI6Jfcr1L80UzEUJipU2HtWpD/QPeb1NRAcTGoqYGRkZ2mZhtV1ZFxcUNiYwWSD/GBbke1juk16fXevFF5Y8qzKfgE+sOSmgoA0LkzfWWirp7O43k8efJjZmZL9uqdNm4Eb+/8vLzeS5YsOXPmjI6Ozrlz50JDQ/fv3w8Askrf/A5HjhwJCgoKCgqqOycL/UdaGgBAp04MgNnGxgnV1QtSU7fI/+FXEwNhX62+fAl/e+H2ZEHy1YqrWcIsAuSn5z/dr74/P0fuiZQIIfPmzWMwGPTlb7/91rFjR3nvtDn09WHOnBaan5aTA4RAhw50XjsDQIvJlAA8e5kN+YPioeMRzYu+wLlQLi6/W323XFwuAcm0Z9NOl53emL9R3nuvra1dtGiR9OWxY8fkvceP2H8DIQAYqqkBQKFQ2FI9ei81Ndi0qZrHSz916lRkZOSePXsAYNGiRQ4ODrdv3/79999buoPoVSCkr1gMxr9cbrT8Z7k3MRAygBHUKUiNqbaneE+cIE6TqfmV/lfnLc/rsHROlZ06UnJEtr2sJzQ0dNmyZa6urvSlg4ODdN3uB+vrryEi4sV8KIWiF1N1LhQs2GwAyPwgA6E6Q/1m55vRvOh52fP8Of4iIhqvN/5P8z9ZDNa6/HU3Km/Ide9HjhyZMmXKTz/9RF/WXV6J6nstELZVVWUyGCW1teIPeE5yp06ddu7cCQALFizo27fvpEmTNDU1nZ2d6UipXDk7O0sfPPfs2bNdu3by3uNHKT0dAKRpDizZbBUGI6umRu4jWLIdaT1bdhZiQOORxsPqh7Jtua7Ro0cDwKZNm+S3CxkKDCSrVxNCyL//EgMDhT8jPHaMABAfH+kbB/LyHKOj9+XlKbYfzfJj3o8QA0ZPjPKF+XLahUgkoikabt68KaddfFLs7AgAiY2t+97wx48do6MLampaqlMNNGHCBADo27dvTk4OvYZetWqVXPeYmJhoZma2b98+ue7lUzB8OAEgly5J3/BOSHCMjk6orpbrbmWca3Si3sS5BnMFEsGEzAlcMVe2jVM5OTmBgYFqamqzZs2SR/syp6oK9H61Vy+YPBnkfe8qJIT+92KxYE4OwH/vCDU0ACCTz5dvP2TqZ5OfB7caXCgqnJk1U04PCy9fvpyXl2drazto0CB5tC8neaK8PFEeACQJki5yLiporxIJZGQAg1EvQZnRBz86Svn5+fXr12/Dhg0dOnS4ffu2qqrqtm3bbtyQ43jDtm3bsrKyPtJKnwpdHfffoVEAsGazASBVzvmQZZ90e1eHXT01e6bVpM3JlsuMZD8/P7FYPGHChLq5dj5YaWmgqgoLFkB4OBw6BPPng4MDLF0qr0rZfIlk6OPHq9LTV6WnH3z+HOBNgZAQm9TU4n/+kUsP5IMJzFPmp9qptrvOvb61cKs8dnHgwAEAmD9/vvTZ8weupLbEJcXl29xv1+StGZ8x/pnwWWS1HGvueSckLEhNXZCa+mNmJmRng0AAJibw34WDnQoKrB49yomPl183ZKJ169Z3794dMmQIAPTq1evHH3+USCTTp08vKZHLutXCwsLTp0+zWKxly5bJo32ZKxAVbCjYsChn0T+cfwCgW1I3Be1YLIasLGAwoM4iS2s224DJzKmbyUge5HGbmSpI1Y3VhRjYX7Rfti3X1NTQ+BcZGSnbluXE25sAkL/+ItOnEwBy7BiZP58AEDmNkfDE4kkJCXXfSZo2Lc/ISHzlivQdPp/PYrFUVFQEH/BM9ze6VnGNGcNUeagSXhku25ZTUlIYDIampmZZWZlsW5afpTlLdxbupNucWs61imsrclfIb3dj4uKk24VhYY9sbKo8POp9hp7ot23bJr9uyINYLKYTDsaMGSOP9tesWQMA3t7e8mhc5ji1HJsEm7/K/krgJ6zJW5MrzLVLsJPf7palpc1PTp6fkrIwJaUyIyPJ0lJgYVH3A9eDggBg4MCB8usDkfnQKNVJvdNh08MAsCx3WQxPlpmELly4UFhY2L179/79+8uwWfnp2LGie3eOUFhibv5swIAkiSTZ3PyBi8tlQsLltEeuWHy1rOxqWVmWQMCtrR0XF9e+sDDR1FT6AQ0NDQsLi9ra2jQ6CvFONTU1RS+zR0okkuf0LrOFeOh4rDRaWUtqJ2VOKqmV5cU7fXgzdepUvQ8+54BUVHXUmNZj6LYuS1feuxMD/Mvl/svlZtfUnEtK6pGauuy1qdp08nYOHYT4eDCZzBMnTrRp0+bSpUt+fn6ybbyysvLgwYMAsHz5ctm2LCdnys+M1h09QW+CnYbdrya/tldtL9fdFQmFW62s9nfuvLdz58iUlC4ZGcP/m5+he7duAPDkyRMiz0lY8qpH6K3nvbDtwhpSszFiY0VFhayapSt+FixYIKsG5U0iWff4sV5x8UmR6HB4uF1+/t9CYdDt22OeP78upz0SAJpNVAJwsrBQ4+DBLidO+GtohJSXF3I49DO0rGViYuJ7W4uNjV2yZAndLikpGTdunJy63UAbTDY4aTvlinLXRq6V1R8Gn88/ceIEAHz99dcyaVAxxETMVGA9UQkhCTxeAo9XIBRG1db2uHUrb8KEQ8+f/8vl1ryc0dehQwdoWCAUi8WrVq2SvmzxMcMOHTocOnQIAJYuXRoXFyfDlg8fPszhcFxcXD6WHO5ZwiwbDRtF7jGZz0/i8fJqapLT01mtWnWq84AQANq1a2dkZMThcBqSSjMlJWX37t10m8Ph0GLjDSHHP6TtHbZPjpl80f3iV199JZMGExISIiIidHV1p0z5aBIxW1tbDxgwoG3btiKRyNzcPCUlxd3dffv27fJbUavLYo3S1x+lr2+hoVFUXQ0AmnZ2/1RUfJeR4Tx8uLm5+ZQpUwQCAQDcvXu3/DVy6pWsqDBUzpifGXZn2P5B+3fs2CGTNk+dOlVeXt6vX7+ePXvKpEHF+EzzM0WWfFFlMGa2azezXbverVrlisVMTc1CPb1D+fkLUlO/3Lr1888/X7JkSWpqKjQ4EAYEBEhfXpbWzG0548aNmzFjhkAgmDx5skBGi4tEItGuXbsAYOXKlTJpUAEMWAZFIoWWEAkrLw8pK3tcXf2Qx/ssLCx5+vRv09MPPX8eGhOTmZkJAN1e3hS+t6nS0tL79+/TbYFA0PB06nKs4afOUN80bNP1NtcvXLiwZ8+eukuVm2bv3r0AMH36dC0tLVl0UBHmz58/f/58ANi9e/ezZ89cXV179erVq1cvxex9LJ+/wdW1q6fnIl/fZC73cFJSRUVFVlYWADCZTF9fX19f33e3cOnSpdTUVPqbr6qqUkSn36ejWscl1ktCGCHfffddv379mj9ITkeu6D/TR+SHdj+MTh+dLEg2UDHIFeW6tXJT2K4LDhzI/PXXg6Ghpa1bx1ZVxQQEJMfESMspxMTEmJubs1gsbW1tVVVVNputoaGhrq6uqampqqqqra3NYrE+zNyee/fujYqKio+P/+GHH7Zv3978Bv/666/s7GxbW9vhw4c3vzXFGNV61Oj00TP0Z7RTbVdSW6KvIt9c5AAwz8REi8UCgB2VlZKammoNjVsczi0Op3bt2sdXrrRu3VpbWxsAtm7dGhlZfzoYg8Fo3bq19KWjo2MTOyHXJ5CEEH9/fwaDoaqqevfu3ea0w+VydXR0ACA+Pl5WfVOkixcvAsDo0aPluhexRBLJ4Uhf0ovuESNGvPiqWPzkyZMDBw7QWx8dHR29/6p7SFH+/v4DBw709/f39/c/efJk3VScLYs+cenYsWNJSUlz2omKigIAAwMDPp8vq74pTLW4OowbdplzuURUUioqTRWkym9fl1/+nkUikaqqKpPJlP7GKisrw8PDN2/e7OLi0sA5txcvXtTS0nJ/SVdXV349b5To6Gg1NTUGgxEYGNj81nr06AEAv//+e/ObUqSrFVeHpAzxSPUYkz6mrLZsTLpc5hBRUxITq16mPu7SpQuDybwaG3u9tHR3bu7IUaOkSwMamAT/0qVLxsbG9KBydXXt379/A7sh96ruXl5eixcv3rVr15dffvnw4cPG1jrJyMiIiIiIjIwMCQkRi8UODg729vZy6qpcGRgYAICc5mdLMRmM/rqv5k3QUXVpyiqnqQAAIABJREFU/jkmk+ng4ODg4HDt2rWHDx/u27dv6tSp727w/v37JiYmXl5eAFBUVLRv3z659b1xNm/eHBUVFRUVNWPGDHqx1ahvz8jICA0NjYiIuHr1qqqq6ogRIz7wGiZvpMnUXJG34iHvYZp9mpW6VRuVNvLb16iXf7nPnj0TiURmZmbS35i2trazs7Ozs7Ouru7t27fHjx+/detWiURSWVlZW1tbXV0tFAoFAgGfzxcKhdXV1bW1tXZ2dh07drx+/cWT8g+nJpGjo+O6deu+//77WbNmPX78uDn5X4KDgx89emRkZDRp0iQZ9lABhusM12Pp3au+N0B7gB5L76KlHNenfmFgoMpkAgC5dq1HWlpXiWQAm63dpo07wKLLlwGgoKBg5syZ169f9/T0dHZ2rvfthBDOy6kPAKCpqenq6nrq1Cn6jQ2f0yD3QAgAW7duffDgwd27dxtyzqqpqYmOjo58qbS0VPolNTW11NTUuLg4BwcH+fdaxhQTCOuhT2vqJWIlL2+DPpaZt2+kqqp69uzZHj16BAYG7t27970D7/S4ioiICA8Pj4yMrPvHw2Qyb926xeFwXr8h/vBpMbUAIFeUa6Vu9d4PywR9EGj9pkJxERERADB48GDz9xVmEn7Ai+5Xr14dGhp68+bNmTNnXr16tVHXWLW1tQkJCffv379//35gYCAAzJs372O8xrrAubCtcNuW9lscNZs62Ngw49q2BQC4fl0ya9YpkQgAYMQIiI6Gl3+M7dq1o+exH3744b0TjqKavEBbTje89WRnZ9N7we3bt7/+VS6XGxISsnbtWjc3t3pZQ42NjT09PTdv3hweHk5TyVhbW3O5XMV0W4aKi4sBQF9fX2F7zMnJoUOgGzZsqPt+cnIyABgZGTWkES6Xm5iYSLeFQuGjR49k39FmCAgIoAPvUVFRr3+1srLyHceVt7e3r6/vvXv36F+Xl5eXRKKgImIyNDlzMsTAydKT8t6RWCwWi8UpKSk0846Li0vta8W8zMzM4OVM93cTiUSzZs2Svpw6daqMu9s8ubm59Hy1Z8+e9344Ly/P39+fHmb1pi8wmcxx48YpoMMy51voCzGwKHuRvHdUUVGxfv362s6dCcA1AC6DQQDIy3MOIYTD4TCZTHV19Yase05KSvrtt9/odllZ2YoVDV1Zq6BASAgJDAxkMBgqKioRERGEkLy8vHPnzi1evNjR0ZEWmpeytLT08fHx8/OLj4+vqKi4du3a//73v8rKSj6f3717dwCYOXOmwrotK2KxmMViMZnM108fssXj8c6dOzd8+HAVFRUAUFdXBwA3N7cHDx7QD9As+x/p3+fr6L2glZUVh8MhhBQUFPj7+69evdrJyUlVVfWNx1VGRgaNkXv37iWEPHv2rE2bNgCwa9eulv5pGm1txtpuD7rtjdsr173weLz58+dbWVnR2yMWiwUAtra2V+okaqCX7Xp6emKxWK6dUYx//vmH/vk8fvy43pc4HE5oaOjGjRtHjRr1+thp586dp06dunv37gsXLtAnWydOnGiRH6E5/i7/G2Lgi/Qv5L2j4OBgIyOjZCaTACxnMnMBCMClX3+VfiAoKAgA+vXrJ9duKC4QEkK+/fZbANDR0al39LDZ7IEDB/7www9XrlzhcDjPnz9//VwWGhpKCImPj9fU1PxIjy06OlpUVCSPxsVicXBwsI+Pj/SaVENDg8ZCep3BYDDGjBnz8OHD2bNnv+3W/GMkEAjoVDELC4t6K5DU1NT69++/atWqgICAsrKyioqKkJAQelypqanREzoNn7Ka0qV4dNXUwoUL5dG4RCK5c+fOzJkztV+mUqN/ferq6tJ3PD09nz59SgihD2Y8PT3l0ZMWQae22tvbc7nc+Pj448ePv/HCXVdX18nJafXq1f7+/kVFRYWFhQEBAZcvXyaEHD16FAC0tbVTUlJa+qdpnAfZDwbuGThh0wQ5tV9ZWenn5yddsPQAgLz8rxbADMDDw4MeV+vWrQOA5cuXy6knlEIDoVAobNeuHX1+oKur6+bmtnbt2pCQEB6P9/jx4717906ePNm0Tg4U+ifn5OS0cuXKpKQk2siRI0cAQEtLS/rOx8LW1hYAEuvc9ctEYmLi2rVr6z6VcXR01NfXf/DgAQC0b9/e0dHx22+/pXNu6a8OAN44lviRSkpK0tLSond1Wlpa9KxEj6uMjIzjx4/Pnj2b/vKlVFRU+vTps3z58sLCQtoIvbM0NTUtLS1t2R+nUehs5FGjRsm22by8vM2bN3euU2XJzMysd+/eND+ni4vLzJkzfX19dXV16S9z7ty5M2fOBIBf61zLf+yqqqpsbGwAoN7QgoaGRr9+/ZYsWXL69Om0tDShUBgdHe3r6+vj42NnZ0dvmnv06EEbmThxIgD8n737DmvqagMA/iZhhq1gwYGCYpViRREV98CNq5ZWbalaFcWBdRX9qnVXrFWxTtxYFQXbquDEUUQtaFBEhuwhyN4EAiQ53x9HrxEXkJsgzft7+vRJQnLuCV7ue+4Z77G3t6+urm7cr1MvmZmZAGBqasp6yTExMR4eHkwKJwMDAw0NjYmff36Bzw/k8wO0ta/Pnk3vGdTV1d3d3ekp5+/vz3pNZCk1EEZHR3M4HB0dHYFAIBQK6ZRrJycneglj6OnpycbIN8uhcx27dOny1p9+nCorK2k+l//9739hYWHFMoscGqagoMDb27tv377M783c3NzDwyMhIYEQ0rZtW7qG19bW1srKKicnJy8vb82aNcws5CFDhjCdpU0dvRextLQMDw8Xi8VJSUne3t4uLi61pmzw+Xym5f7m77+6uropDhYGBQXRf/obN248e/ZMztKqqqouXLjg7OxM+xIAoGXLlh4eHvHx8YcPHx43btyePXtmzpw5Z86cmTNnEkLy8/Pd3d3pm2l/6a1bt1j4Vh+NVatW0ZtgZlA5JCREKBTGxMQcO3bMzc2te/futcKknp7e4MGDV69eTUsoKiqijfu1a9c27nepF4lEQhfJVLG0qZZIJPLz83N0fLXa1c7OztvbOzU1Vbbb08LCghBSUFDg7u5Ozyh6/52WlsZKNd5FqYGQpkaj3Tg0ES2DOc8EAsEHxxjKyspoA5+FHqHCQhIaSjIy5C3nHcRicUhIiKurK70hk53AaWRkZGdn5+Li4unp6efnFxUVVZfhQ5FIRC9VzJ+foaGhi4tLUFCQ7OXb3Nz8wIEDmzdvXrdunaWlJXPfc+LECeaaxeFwxo8fv337dmZ4+Z9//lFQJ5tC0UnV+/fvJ4TUWrlsbGw8fvz4bdu2hYWF1dTUvL8cZrDw999/l6tCEgm5eJHs2kVu3JCrnHcrLCz08fFxcnJSV1enV2pKU1PT2tra2dnZw8PD29s7JCSkjk2uqKgoDw8PEzqFD0BTU9PJycnPz4/5pR0+fHjDhg308c2bN2kgpGJjY4cNG0Y/2KFDBz8/v+fPnzOdgUVFRW8OszUJUqmUNl6PHj0qFArPnz//008/OTo6Ghi8ltlVTU3N1tZ2zpw5hw8fjoqKevPydfv2bZrmvql0vEskkps3b9Le74kTJ65bt+7kyZOhoaF5eXkNKC0uLs7Dw4NZOGdgYODq6srMqMrOzn4zEFLh4eF0ISYA9OjRg3ZiyV7lWByNVl4gLCsro8GA/gouXbpkZ2fn7u7u5+eXWf9NYiMjI+k8QF9f34bX6cgR0qcP+fln4uREFrI5P0osFgcFBc2aNUv2Ztfe3t7Nze3rr7/u1q2b7MVL9ipmY2MzadKk//3vf8ePH6914ygQCNzd3ZnzicfjOTo6+vj4CN+2ZaWlpSXzuFevXkwgpMn3Fi5cuGbNGn19fV1d3R07djDTSm/cuDFr1iwWfw9KEBUVRZvhdC7xTz/9JNuoqu+93fnz598zDbVOpFIybhxZsYKcP0/c3AirE7sKCgoOHTo0YsQI5o5NQ0NjyJAh33zzTb9+/ZgwVoupqemgQYNmz569devWCxcuxMXFMd10RUVF3t7esvk4rK2tPT093xzJfk8gJITQpQLMWb1q1aqffvqJ/ujevXvffPMNi78Epbl06RIAtG7durq6mkk9T9HZ7LTX6q1/gLV4eHgAgIWFRUlJiRJq3mBRUVFr1qyxsLCgX/PNre60tLRkW1pBQUFJSUlvDUhVVVX0FpBZf0JvAcvLy2XfVlhYOG/ePObp5MmTZX968OBBelAA4HK5a9asmTZtGv1Renr6wIED2friyguENF82i7tp0GkChoaGycnJDfl8fj7p3JkwU3KdnMg//8hZJYlEEhIS4u7uLjsbyNraes2aNXFxcenp6UznlVQqTUtLu3bt2q5du+bPn+/o6NjmjVz+zFWsd+/eNJ0x1atXr927d78/o8q7AmFsrKOfX+eoqEuEkJycnEuXLh06dGjWrFnBwcHBwcE7duxocoFw7ty5ALBgwQL69IO3fR+0YMECAGjbtm0DBwtv3CCyG+7070/kzoVUVFRE7//oHB/aDOrbt6+Xl1dOTg7tDKcKCwtDQ0OPHz/+008/OTs7d+3aVfttO0Grq6t37Nhx8ODBdFIxABgbGy9atCji9R3nZSUlJT15uRNTdnZ2aGjo6z9d/ccftufObf7999+/+OKLkydP/gcC4fDhwwGA6S+ZOnXqTz/9dP78+aysrPoWVV1d3bNnTwD47rvvGl6higri4UGGDycjRpD9+wl7Hfjp6emenp6y67Pbt2//888/+/v7Hzp0aMWKFc7Ozt26dWPmGdTC5/M///zziRMnLl++fP/+/adOnVq+fDnTLNPX13dzc3vPqfUevr6rBg3q7uW1dc2aNWZmZgEBAU0+ENLEqXLdwL1h4sSJAGBvb1/vjmyxmNy6RVxcXr3y++/E05NcuUKuXCGpqfU9yWhLSjZBhoWFhYeHR0xMTH5+vo+PD20ZLVq06D2FiESiqKgoPz8/T09PFxcXOzs7Zm6ejo5Oq1at3N3d69jLJDuv/fr163QJjlRa/fAhXyDg1NS8au8fOnRo2LBhmzZt2rRp08yZM5tWIGQS7z2R2S1PTsw01HoPFlZXk9TUFycSY/FicuYM+eUXsns3uX6dPH9e9/LeH/+Sk5O9vLzoILFsLHxTYWFhSEiIt7e3h4eHs7OztbU17Rtv0aIFh8Oh/QpyDrc/fdpPIIDi4hdn3cmTJ+3t7RcuXLhw4UJnZ+emGAijoqLoFpVsTZ5KSEigf86nTp1qYBELFpAtWwghpKqKfPEFkftaWlxcTE8wej4AgJGRER1nKSwsPHjw4JvRq7CwUCAQ0GuUq6uro6OjpaVlrZwDTNextbW1l5dXWVlZg2sYFWUtEEB5eSghRCgUBgcHDx06NCAgICAg4OjRo00vEN6+fRsATExM2N0MtqioiN7FL1++/MPvrqkhAgHx9CSOjsTcnNy6RWSX8dLrV8+eL2bx8vmkWzcyeTJZvz7s778jIiLemouSxj/ZyXXm5ubu7u4hISH5+fne3t5DhgxhTjI+n+/u7l6vLyiVSlNTU2mzXZ7ziSovvy8QQFTUp7IvHjp0qOl2je7atQsABg0axG6xiYmJ9I+5ToOFSUnE25s4OxMDA9KjBzl6lKxa9eqns2eTS5eIjg4zO5wYGZE+fcjs2Xu9vK5cufLmLAChUEiHgZnbNSb+ZWdnP336dP369bKN9+bNm8u2e+pCJBLRDpXhw4fX64NvJZWKHj7UEgi4YnERfeXkyZNubm5Pnz59+vTp6dOnm2IgpKuMmJ4GVtD07gYGBqmpqQ35vLk5YTo87t8n48eT0lJS/xYMnRLl4uLCdGVraWnRIeHS0lLZH7m5udWlwKKiIoFAcPr06U2bNn355ZcAYGhoGBYWVt+K1SIWFwkE3PBwTan0RdQIDg7u1avXrl27du3atWHDhqYXCGm2vVWyFwiWhIWF0SS5dOFOLWKxuJAGvxEjXrsY8XhEICCdOxPmVnLcOBIcTJYvJ4MHE1NTIrOuZVi7dgDA5XItLS1Hjx69dOnSHTt2eHh40KnVVOvWrZcsWUJH9Wq14um8Ax8fn/omxCksLKQbptOi5J++lZOzQyCA1NTvZV9s0oHQxsYGAM6cOcN6yf7+/gDwrsHChISE5z4+xNmZGBvLniqkSxeSkEBsbQkdNyosJJ06kexssn07mT2b9O1LjIzoOyUySXf19PR69uw5ffr0pUuXjhs3Tjb+DR06dP/+/bm5uSkpKcz9n2zj/cKFCw04MWpqai5fvgwAI9/YZb4ByspuCwQQHd2VeaWpd43m5uZqa2tzOBy6lI1Fzs7OANCvX7+6JtZISiJHj5IZM0hKCjE3f/V6WhpxcCC//EIAiJkZ6dePTJtG1q8nJ05k3r//rsXKdJ4B02nJ5XL79u3r7e1dXFx8+/ZtV1dXZlUDnYLQgEULdOOkdu3a1feDbyopuSIQwNOnrxJnBwcHN+Gu0dzcXE1NTR6P18B20Id4enoCQLNmzZjGNZ1A7+zs3KxZs+n9+r26TllaEldX4udHaHfHwYNkwACycSOZOJHUmi1ZVERCQ8nRo2TFCucvvvj0009rTZKmT5s3b057EsrLy2s1smgrnp5kDfhSdEc0TU1NQgidQCz/FKmkJGeBAPLyDsm+GB0dzayjePbs2c2bN+U8itL8888/AGBqaqqgFVq1BgtzcnL8/PxcXV1pJ8S6QYNenFSmpsTZmXh7k/T0F5/09SW9e5MJE4iDA7lypXa5WVnkxo2iQ4fc3NwGDx4sO8OFzk2glycvL6+srKzU1NRa8Y9OEm5Y/CMvA/ykSZOuX78OAEOGDJHrd/TiC/0iEEBa2qu/oKYeCNevXw8KWJ1JCMnLy2vZsiUAbNq06Z1vSkoiPj7E1ZW0a/fq2nXiBOnQgTBzba5dI99+S1auJBoarzXFAH7t3Zu2rmxtbSdNmrR8+fLt27cvXryYJsCjbG1tf/vtt8zMTLoKuX37V4lq6ZyGlJSUen2v/Px8Dw+PTZs2MYn+G/47eikzc41AAM+evUqT1rQD4aZNm0CROxBJpVK6PUKnTp2+/PLLWnPnBjk4EFdX4utLsrPf8uGcHBIcTOrwr15dXR0bG/vXX39t3ryZttn//vvvysrKP//809nZWTb+DR069MCBA3JuD0Q3/+Pz+RKJBAA4HI48pVGRka0FAqisZHlFf2OhS5V//vlnBZXPDBZ26NCh1p4nxsbGa+fNI/v3k/dkDHl9dtx75OfnBwcHr169GgBatmyZlZWVm5u7efNm2Y2CDQ0Np02bFhgYKGfHAN0Cd9y4cXS0on///vKURiUkjBYIoKDg1ZBVZWUl05NfXV1dVFQk/1GUpqqqyszMDAAU1Ci8du0al8tVU1NjJhyJxeKoqCjadnfs1eu1wGZsTCZOJDt2kORksnMn+eYbkpJCIiJIz56E9j2KxSQ1ldy4QQ4eJCtWEGfnxWPGvJk+ns6Zat26tbu7+8OHDzMzM2s1sJgfNexLJSYmAkD79u0zMjIAoFWrVvL/ouLjhwsEUFh4lnklOzubZugkhAiFwitvtjIbSuGBUCKR0HXNLFaaIRKJ6F1mbm6ugYEBbWrRuwRnZ2dvb+/6tmvqiB4oIyNDJBIx55ydnZ2Xl9fz+syGeA+6PYK+vn5VVRW9AZWzwKqqVIEAHj0yIuS/kAoyKytLQ0NDTU1N/lXkb0pJSaFTkePj4/l8Pm1a8fl8R0dHT0/Puix1bYCkpCR42aeUlJREJyDw+Xw6eMPW4DrTIxoaGgoAvXr1krtISUREM4EAqqrSP/zepsDHxwcAunTpori8CsxummvXrh09erTsbEwul1vYuTOZMoXs20eio2vP2vvzTzJ7Nlm0iHwoG0Z+fv79+/d9fX03btxIk0n5+/tXVVUdO3bM0dFRdnaMq6vr7du35fyyTI9oVlYWsJOSRvrokZFAANXVilrkLUsZG/PSloIirh3Hjh3j8XgrV66kl0Uej+fp6amEtH60JyExMZEQsmnTpm3btrF+OS4tLbWzsxs8eHBFRQVt0MlZYEHBSYEAEhL+I6kgaefVF198oYjCp0+fzuPxDh8+TJfHtWjR4p9//lF0iqycnBwAMDExoU//97//nT9/nt3JZYSQJ0+eODs7b968+eHDhyCTCazBKioeCwQQGcnCmNBHokePHgBw7NgxRRROh29EIpGlpaXsImO6+JXuNMD6Qelsvri4OIlE0qpVK5CZuFCXRZB1kZaWBgDm5uZ0wSVzGjdYRUWUQACRkW3ZqN2HKTwQ0kwfW7duVUTh9JT18fH5+eefAcBZdv2WItGOMhan7L9HaWkpAOjp6clZTlrafIEAsrJ+YaVWjUssFtMBj6CgINYLz83N1dLS4nK5SUlJI0aMUNzZW4tQKJRt8ci/IPL9njx5AgA2NjZylpObu1sggJQUlw+/tSm4desWbfq8dZa4nCIjI7lc7tdffy2VSmlwGjVq1KlTpxqQUaRe6NI1uvJq//79hw4dYr2zury83Nvb+8SJE3TLVfn3m8vLOygQQHLy5A+/lQ2K3Zg3OTn56tWr2traNCEvu0JCQgQCgYmJyYQJE+gEzg/uzsoWmumAzmfx9PRMSEiwtLS0tLS0sLCwtLRs0aIFK0epqqoKCQk5d+4cAFRWVn733Xe2trbdunWztbVlJnfVnVB4DwB0dJrwZryMCxcupKWldejQgSbkZdeBAwdEItH48eMlEklQUBCfz6cbYSqatrY2j8errKwUi8Vqamo2Nja5ubmWbzA3N2fSyjRMcnLy9evX//77bw6HExsb269fP7uXOnfuXGtrhQ8qL78LALq6tbcOb6K8vLwAYMGCBYrYTXfr1q1SqdTU1DQwMDAhIaF169bnz5+vNQtPEeh3qaysBIA5c+Yo4hA6Ojqurq7wcu/xqqqq/Px8mju7YYTCfwFAR8eBrRq+n2ID4f79+6VS6ddff91cZrI4W+gaMjc3t3PnzmVnZ9va2vbv35/1o7wVHXmmgTAgIODevXuyP9XU1GzVqlWt61enTp1qbdr5LqmpqdeuXbt+/frVq1fp7SCPxxOLxX/88ccff/xB39OuXTsaEW1tbbt379a69duz0sgyNV1ZXn5HR8e+vl/2I7Rv3z4AmD9/fr12D68LsVhMF3stXLhw165dUqn022+/rZUUXkFoPvrS0lKhUKivr5+VlVVaWhoeHh4eHi77NnV1dXNzc4vXderUqVYCzFpKS0tv3rx59erVa9euJScn0xc1NDSqq6vv3r179+5d+gqdati9e/du3br16NHd2rozh/OBS0Tz5t+rq7fU02O/RaJ8KSkpgYGBmpqa9JrOrszMzDNnzvB4PHd39+nTpwPA0qVLlRAF4fWG+7FjxxITE81fateu3VvTPdaXUCi8efNmYGDg33//raWlJRQKTUxMjIyMrK2tmWZWp06dmLHJD5JIhByOmo5OL/nrVhcKDIR0YBYA3NzcWC88MzPz3Llz6urqrq6uNL+Mu7s760d5F9kW1ubNm2NjY5NfSklJKSoqoo9lP8LhcFq1arVt27avvvrqzQLpzd/ly5cvX74cGxvLfMTW1nbkyJHDhg3T0dGJjIx89OhRREREZGRkampqamoq3YJn5kzbBQtStLVt+Hw7Pt9OW/szbe0uHI4GU7hIFJuR8aNUKtTUtOByWTjpG1diYuKNGze0tbW/++471gv/66+/MjIyrK2t7e3tv/jiCwCYP38+60d5Fzob+d9//+3Vq1dJSQlzIslKS0tLSkqiM2sYBw4coJvnyZJKpY8ePbp+/fr169dv375dXV1NX2/evPmQIUMcHR1HjhyppqYWExMTHR1NI25sbGxISEhISAgATJv2ubt7rKamlY6OHT21+Hw7LvdVwraamufPnv0gFhfwePoaGu0U+ptRjh07dkgkkunTp7+ZY5OVwqurq6dMmVJQUBASEmJgYKCcngZ4veHu7+9Pc6gyjIyMzMzMWrZsybTa6dN27dp9sHsgLS0tICDgwoULwcHBzAlmZWVlYGDw9OnToqIi2WaWjo6OjY3NiBEOCxZ01Nbuyud/zuXqvrVYofC+gcEoY+PZfL7dW9/AOgUGwjNnzuTl5dna2tIke+zas2dPTU3N1KlT09LSHjx4YGxsTNfsK1p0dLS/v39YWJi2tvaYMWPatGnDnD09evSwtLT89NNPa2pqnj9/npWVJXv9iomJycjIqJX48c2bPwDQ0dEZPHjw2LFjR40aJZuAtFevF40jiUSSkJAQERHx6NGjR48e9e+vLpFElJffpZ1UAMDl8rW1P+fzbfn8bnp6gzMyPD75ZJme3kCJpBgAxOICHs/ggy39j9bevXulUuk333yjiBs12s2wcOHCY8eOlZaWDh48mI6vKBQ9qXx9ffPy8gwMDOiwupaWluy1ieay6tixo4aGRmpqasrrZHdbzM3NDQ4Ovn79ekBAAJ3CBwA8Hs/Ozs7R0dHR0XHQoEGynastW7ZkNsfJz89/+NLgwRJCnohEMSJRTEHBHwDA4ahraVnz+d35/G56egPz8g4YGDg1b/6dWFzA4fBqarI5HA01NWXcPStCaWkpnS+qiCZ1aWkp3Uh12bJlmzdvBoB58+a9K3Un62Qb7m5ubr169UpPT09LS0tPT09PTy8qKioqKoqJian1KW1tbS8vr7feHEdHRwcGBtLOMEIIvFw2PXbs2HHjxtEtOwDg+fPntIFFG1uxsbFhYWH29uL0dC/6BnV1M6b5rqVlra1tDcDJzz9UXHzeyMi5rOyGvv5gxf1aZHHo11AEBweH0NDQQ4cOzZw5k92Sq6qq6PSk0NBQLy+v06dP//TTTxs3bmT3KAxCSGhoqL+//59//kmXiwKAlZVVQkLCm2/mcDiy1y9m4NDExOTZs2ctWrTQ1NQMDQ0NDAy8fv26bK+XpaWlk5PT2LFjBwwYwGSlqaOamueVlTEiUXRFRbhQGC4SPQWQ0h+1arVFJIozS8tvAAAgAElEQVRVU2tuZraKxzMEgNTUacXFAYaGTgYGYw0MRr2rUfZxqqysbN26NU14KLtnAisiIiK6detmaGiYnp5ub28fFxf3119/0f6GBquoqGC6nmQfE0LCwsLOnj179uxZOuMOAFq2bNm5c+e8vLyUlJSysrK3FmhmZkbPKNmuUWNj43///Zfe/NGlYPTNFhYWw4YNc3R0HDZs2Jtryz5IIimrrHxcURFeURFeWRlTWfmEkBet/hYt3Hk8verqjNatf1NTMwaAZ88W5+Xt0ta2NTBwMjQcq7S2PFt+++235cuXDxs27Nq1a6wX/uuvv3p4eAwdOvTgwYNWVlZqamopKSl0taJCVVZWnj9/funSpc+fP2/Tpk3Xrl3btm0r2y9qampaUlKSnJxcq+3+/Pnz7OzsU6dOTZ48mRYlEonu3LkTEBBAe03oi3w+f8iQIWPHjh0/fvwHb6MLCwsfP36soZHYqtW9ysrHlZXRzOlEqak1a9HCvbo6XV9/lJHRly8/daK8PNTQ0ElXdxCXy/7A7QsKmoRDh80MDQ3pphvy58mURdtWdnZ2mZmZ6urqrCwmk01+sXjx4uzsbPIylahs2oU2bdrQVKJSqbSwsDA8PNzf33/Lli1z5swZNmxY+/bt39Xpr62t/dlnn40aNUp2pNDQ0NDZ2fnIkSNsrT6kxOKi0tJb2dnbU1K+Ky//VywuzsxcFRXVOTNzFSHk6dO+AgHQ/x4+1M2/voD4+pKPe3cYBt3DpHfv3vQpW5O/KTqla8mSJXSxnbm5eV3zYL2b7DYgdBHRmycVXcscFBQkO1OUyW7s5eVFk2Xb2dm9azhH9o5QV1d37Nixu3fvZn0dkUQiLC//Nzd3T2rqrOLiAImk8vnzjdHRXdLS3AiRpKbOCg/XYE6t5Bt9yMKF5OpVwvYKEEUQi8U0YdClS5dYL7y6upp27Vy5coXuyVprEyvW0W1wmG1QAUD2fJOlrq5uZmZmZ2fH7Kx04cIFgUBQVlZWVlZWUVFRUFDg5+fn4uIie//aokULmt5InuU9UmlNRUVUYaFfZuaahASnx49NBQLIytpUVhby5IlFWtqcioooQkh8vOPLi5VOYuKEgueH65W5vo7YDITl5eVBQUFr1qxxdHRUV1dv3rz5iBEjCCEHDx5s1qwZi5tzdu3aFQBOnDhBd9f7+uuv5S9T9oI1aNCgo0ePyu58ZG5uvmTJkn///bcuy07fk6Cdbs9kbW3t4eERFBTE1u7PdSGVVkVFdSovD62pyRGJknJyvJ4+7SsQcCqn9X+RfLVvX+LlReq/xYyi1dTUCAQCT09Pel5paWlt2LBBKpV6eXlZWFg0bLPQN+Xl5dH0knFxcaNHjwaALTTTv3xqBcINGzbInlSLFy++d+9e3dcySySStLS0f/755+jRoz///LOLi0u/fv3oNBlTU9OVK1feunVLmScVrVRc3MDi4ouVlU8lEmFx8YXUVNfHj1sWrR34IjeKri754gty+HAD0kMrQVVV1Z07d6ZOnQoAVlZWUqlUIpGcPHmSxXXPR48eBYAuXbrk5+fr6OhwOBz5Fws+efKEWdiakJDA3GnU2lAQXm4wGRcX9+jRo/Pnz+/cuXPp0qXOzs49e/aU3S3uTWZmZn379pWd3tK9e/c1a9aEh4crKNVAdXVGTU0OIUQqrSoq+uvJE4uqqmdCoSAzc01MjJ1AwBEIIPNgDwJArK2JhwcJCSEs/TPVNRDOmjWLJoAmhKxevTo6Opo+Li4uDggIWLZsWc+ePWUHHng8Hp0FFxMTQ3uZrays6pt1+q2YhT4lJSX0Zvzu3bvyF2tpaVnx0oABA65cuQKv3//JWX5JSQld3VHfDSjkV1wcKBIlCYXhT560T02dLRBwnz7tm5XlKRLFV1WlSQ7vJQMHEh7vxWVrwAAilZJTp8jChWT9+lf5MxVj5cqVzOPVq1czd2DV1dUhISHr1q0bNGiQ7ER2OnrfqVOn4uJimiBq9OjRrPxZ/vLLLwAwduzYhIQELperra0tZ5I8ytTU9MxLn3zySXh4OLM/CVtXky1btgDAjz/+yEppdVdaelMkiheJ4qOju2RkrBQI4MkTi9RU1+LiC1JphSTyPlm1inTrRjgcAkB0dIhQSDw9X2ynt3w5UcBCPcbdu3eZm5VHjx7VWjYnFApDQkJo04oZtjc1Ne3atatUKqV5sX/77Te2KkMb7sePH1+7di0AODmxkNTCwcEh+2XOyClTply6dOnXX3+VHc+mGwp+sFegqqoqKSkpJCREtuFubW1N+x4MDQ2ZzLfpCr4UvCkxcUJW1q8JCaNyc/dWVaVWV2fm5R2o2LHgte0TzMxITg7JyyOnT5OjR+uSLPOt6hoIe/fuzWzuOnny5HPnzi1evLh79+6y7QU1NTUHB4cVK1ZcunSptLSUTuqzsbEpLCyk/0KsdAjQuXxr166l7azu3bvLXyYhxMLCYvxLxsbGqamprDd8zpw5Q/d+Y7HM9ysqOl9V9ayw0C8tbW5amptQ+CA19fvwcE2m/+r5pQlk40YSE0Nyc8nBg2TUKLJnD/nhB/LDDyQ2lly+TKytFdERwbCwsGAed+rUKSYmxtPTc8SIEbIdyFwut3v37kuXLg0MDMzNzaWXlenTpz979owuy9m+fbuc1RCLxTQR4LVr1xYtWgQAbO3C8cknnxx6qUWLFqznVxKJRCkpKUFBQTExMaynoXmXkpIrVVWpJSWX09LmpqRMLym5kpW1JSLChDmvntxrSb5yJseOkdxc8uwZ2b+fbNpE9u0jM2e+aMKvW0eWLVNcDfv06cNsnzt16tR79+4VFxcHBgZ6eHg4ODjIjl9wOBwbG5sZM2bQuVc7duy4fPkyh8PR1NR89OiR/DWhUzRbtWrFNNyDg4PlL7ZWIKQLikBmQ0E5r10SiWTHjh0AoPyE6RkZPyYmTkxMnJCQMCYl5TvmpIqO/jwjY6X03l1SXk6CgoiHB/n0U9K+PUlIIN27E29vcuoU6d2bXL3agIPWIxDGx8fTjYEmTZrk5+fHBD87OzsPD48LFy7U2mahvLycDl3Mnz8/KiqKNjFOnDjRgFoy0tLS1NTUNDQ0srKymLQy8hTIqNU1yu5GGXl5ebINzBUrVrBY+LuIxSUPH2qHh6vV1OQWFvrV1LzYX5T2X6WkuDx6pC90e7mFQqdOZOVK8uABKS8n7du/6nDYuZOsX6+4StYKhAcPHmSuUJaWlq6urn5+frXuzOLi4vT09Og/fWBgIIfDUVdXp7PXGozuyUA7LWhPY8M21H7Tm2OErBRLVVRUfPbZZ8xT2V+m4kil1RERJgIBp7Iyrrj4Uk0N868jYXqxsvc4vDivuFzSuzfZtInk5pLBg0lc3Iv3VlYSmd8M62oFwgMHDsg22Xk8Xo8ePRYvXnzu3Dnm7Lp06RKNfxEREXQkz9raWs79igkhgwcPpveXdHjb3t5ezgIpBweHJUuWrF69evXq1TY2Nvfu3Zs7d+65c+dY7BgPDAwcNGgQs0ebEiQkjElK+qqqKlUsLq2pySOE1NTkFxb6paS4PHpkKBBA0t8dCQBp3pw4OxMfH1JURHJyyPffk3PnXhSRlER69GjAoesRCCdOnDh58uTJkyebm5uHhoZu2rTpxo0b75+tEBkZSfu1/vrrL9pm0dXVjWP+GOrvxx9/BAAXFxdmp1+2MiEpNBAmJycPHTqUPpZKpZaKvAQw8vOPCgQQFzeosjJOIICIiBZS6WtTPySSSumNi2TGDNK8+YvLVvfuJCaGvKwqIYRcu0Ze7nuiCAYGBiNe0tHRSU5OdnV19fX1zX7rViEvHT58GABoxzu9gTM3N5dnJ/EBAwYAwO7du3fv3g0ALG7v8t8LhMXFFwUCiIrqLBYXhYdrPnyoJRbX3mhM+jyd7N1LRo8mWloEgHA4JDOTdOlCZNs0LVsqrpJ9+vSZPn26m5ubm5ublZXVzZs3tbW17ezs3N3d/fz8mFGeWmjWFWtr68LCQrr1sZwb8woEAgDQ19cvLCykOdUasMPfWzk4OFy+fDksLCwsLGzEiBFv3TWzwaRS6YYNG5in69atY7Hwd6muzgwP5z18qCUWF8bEdEtNnSkWv5rBJ5VWl5ZeLz+/iVhZveoXVVcnDx6QXr1Ihkxi7tata2cqr4MGdo0yG4h8EL2/NjQ0TE1NpTNxe/To0bBmS0VFBe0KCwsLo/34LG7Bs0ymo2bz5s2sjA8xGicQXpj1MFQjN3c/3dYrNfXd/dJiMblxgyxYQPbuJXl55PPPX/3oxAmyfLniKlnrjrDuJ4aLiwvteC8pKenduzcAfPnllw2rw5MnTzgcjp6eXnFxMV0Cdfbs2Q9/rG5kZyGyPiOxoqKiTZs2Z19qqcjQwsi6P4/O7qPZIOPjh73v3UIhOX/+RafChAnk5R465Pnz104ztvXp0yc0NDQxMTExMXHcuHH37t2rS850oVBIO7EWLVr08OFDuuN3QEBAg6tBdwpbvnz52bNnAcDCwkL+echUra5RdgOhWCzu0KED81Q516vs7G0CASQlTSoruysQQGRkm3fuk5OURLy9iZMTMTYmVVVk6NBXPQ1SKWnQVogKD4RSqXT8+PEA0K9fv7y8PDqdaXmDrq3e3t4A4ODgkJGRoa6urq6unpGhjB065JecnNysWbPhLynjxMrOJmpq5BMTSUV+lt8YwX1uaen1un526FBCL9llZaRPnw9u+CKPBgdCpuPdzc0tMTGR9mfu27evAXWYNWsWAPzwww9Xr16lN5eKTnjNloqKipYtW3q/xMbeNx9SXk50dCTWVjUlqWn3JwoEkJ9/tK6fDQ4mffoQgYDExBAnJ/LHH4qr5ptjhHX8YHh4OI1/gYGBv/76K+12ymrQVOqUlBQ1NTV1dfX09HQHBwcA2LNnTwPKeav/XiCsnv917va+xTl/pqcvEAggI8Pjw5+hg+KenmTNmhevnD1Lpk5twNHrGgi3bNnCzPk8dOhQvfb5KywsNDc3pzdwYWFh6urqDWtn0Qw1p06dWrlyJQBMbdAXbhSNcEf4++8EgIwbR+7fJwDS7p/X6hd9n+xs8u23ZPhw4uhI/PwUWUsyadIk5vHkyZPrFYEiIyPplL+TJ0/SQWstLa367iwqEolMTEy4XG58fLyTkxMAbN68uV4lNKJG6Bo9cYIAkH79yLNnhMcTD7EX19RnBeqDB2T5cuLuTq7XuVnWIA0OhIQQmvmlRYsWz58/p1ndR44c2YC5J3SW+LRp02jKumbNmpXXea/mD0pNTWVuLjMzM9ndK0MsFvP5fGbMQv6tbz4sMZFwOERfn5SWVn07LMu7Z4WwzjOVKiqIiwsZMYJMnEhGjmzY5D5l7FBPCAkODubxeFwu9/r163TDenqe1auQgoKCHTt2lJWV0e0d2G0EKVQjBMJvvyUA5NQp8sMPBID88IPCj9gY9uzZAwB6enpxcXENXqVTVFTk7++fkpLC4/E0NTWZno+PXyMEwtGjCQDZu5ds3UoAiLI2PquvoqIiJnSVlpbWq4ElkUiGDBkCAKNGjWJmJtf3Zq6qqsrU1JTD4URGRo4bNw4A1jB3LR+9RrgjXLuWAJAZM8jFiy/m7tVXVRWRI72GkgIhIYRuGdiqVaucnJxhw4YBwKBBgxrQY06vfXZ2doqopII8f/78B5lQ9NVXXynjqBERRCgkvXsTAFLnruwmh+aY7dGjR0lJia2tLQBMntyQPcxo0urvv/+e9Roqjlgsvnz5MvNUntGsunr2jPz6K8nLI7a2BODVbL3/loyMDLqaYv/+/X/99RftbIiMjKxXIUVFRb6+vk+fPuVyuVpaWg3rX20UjRAIN20izZuTa9detOBlpuooh/ICoUQioTOJR40alZWVRZMa1LEbKisr68KFCx4eHn379lVTU9PU1PT09FR0hZuwixfJl18SJyfi6UlEInLvXgOmUTUVRUVFdOB58eLF8fHxdGVFXbYXF4vFUVFR3t7eLi4ubdq00dbW1tTUVESGrf+OzEyyfz/ZsYNERJDoaPLzz0TZWWyUh05v4fP5sbGxNPeejY1NfXsgaXZ4AJg7d66C6qkIEolk3LhxzNOxY8cq46jV1UQiIa6uREeHJCYq44gylBcICSFMPwOzanXAgAHvuil8+vTp4cOHp02bVitLHs1f04CTUlXcukUGDCC5uaS6mqxeTRYtauwKKdz9+/fpBIdz587Rnb/mz5//1neKRKKQkJBNmzaNGjWqVu5/us61b9++TWWmjLLFxRFbW+LrS65cIUOGkNOnG7tCCjdt2jQA6N69e2FhYceOHes4y6+srIymrXFycjI2NjY0NFRXV3+gyBlnTZtEQn76iQwaRIYPJ+PHk4wMhaYcehelBkJCCLMCOjQ09NKlS7IXnVotdNmLlK6urqOj45o1a4KCgvLy8uh0QTmX+PxnubiQa9dePK6padiqmibnt99+AwAjI6PU1NSQkBDZH5WVlTEpcGttO25mZubs7Ozt7R0VFVVQUNC2bVsA+N///tdY3+KjNns2+euvF4+zsoi1daPWRhnKysro4j8PD4/Q0FBjY2NfX9833yaVSmNiYo4cOTJ79mwbG5tae/jR+VxNaGafsh07RmbMeHGNCgggbOSfawBlB0JCCN3ptEOHDiUlJdXV1TSfspOTk5GRkewJ9Mknnzg5OXl6eoaEhNRaA0TX6dM7AOXX/2Pn6EhiYl497dSpqewsIQ9mlU6vXr2qq6tzcnKYvvRa+4HQhDU+Pj5v5ky4ffu2mpoal8u9xrQkEKN/f5KU9Oppu3akDivzmrr79++rq6tzudwbN27IzvmsddtXq8vK2tqanmNRUVFJSUm0u/7UqVON+EU+Xl99RWSTRbdrRxqjS6YRAmFlZSVNF2lqalrrItWxY8cZM2YcPXo0ISHh/YXQdfpGRkZpaWnKqXaTMX06YQa6qqqIuXmj1kZ58vPz6YYhdFIxQ11d3cHB4ccffwwICHhXShEG3R2iAVOa//vGjiVM7s2GLltuitasWQMArVq1Cg8P9/HxcXd3t7Ozq3XbZ2Zm5uTkRLus3szKRreNMzAwYDdf1X/EyJFEdhZSp06E1T376qgRAiEh5MqVKzo6Onw+n8fjMa2neoU0qVQ6duxYAHjPKKOKunuXODiQjAxSUUGWLydKyWv6kdi6dau+vj6Hw+Hz+X379qUpcEvqc0MskUjodu2DBw/G8+o1+/cTZuT19OmGLVtuimpqauzt7WtFPk1NTQcHh8WLF/v5+dVlM1SaCat///54UtW2eDFh8kUXFJCOHRulFo0TCOfOnQsAEydOlGdjptzcXLrF86ZNm1is23/BzZtkyhQyYQL5/XeiSn94dPnX4sWL5Znwkp2dTac0//LLLyzWrcmrqSFLl5JBg8jIkWTSJNJ0VlvKz9XVlcvl0m20t2/ffu/evfpu9JGXl0cvVqxscvmfkpZGunYlp06R69fJqFFEiZvzyOIQQkC58vLy2rZtKxKJoqOjaWrHBgsKCho5cqSmpmZqamqtDjGkah4/ftytWzddXd309HRDQ0N5irp69ero0aM7dOgQGRmpqanJVg3/I6RSeP326L+tpKSkbdu2JSUl9+/ft7e3b3A5QUFBI0aMUFNTu3v3rjzl/AdlZ8O5c1BSAkOHQo8ejVMH5cde2ucuu05FHtu2bbtz505ubi59KhaLcXRHNdFNxpextMudr69vYmLikydP6NOysrKwsDBWSkZNy7p16wBg+PDh8hfl7u4OABMmTJC/KMQuZQdCoVBoYmICALdv32arzH///ZeZnZyVleXg4MBWyaipePbsGc3DzuLkqUuXLs2bN48+jo2NHT16NFslo6aivLycTgr9559/5C+toqJi3bp1T58+ZSbUZGVl1WsMGymIsrs4jh07lpeXZ29v379/fyUfGv2Hbd++vaam5uuvv6bp3RFixb59+/Lz83v37j1w4ED5S9PW1v75559XrVoVExNDX9m+fXtQUJD8JSM5qSnzYFKplC578PDwYLfk+Ph4moO0rKyM3ZLRx6+0tPTIkSMAsGTJEnZLvn37Nt2svLi4mN2S0cevqqqKXq9Wr17d2HVBiqXUQBhcVNRr1y6LkycnTJjAbsk6Ojo0GQ1esFRQQFmZ04kTnKCgbt26sVuyra3tsmXLACA5OZleE5Hq+Ov27ezc3G7duo0aNYrdkn18fK5fvw4A9+/f79WrF7uFowZQaiD8Iy/vqYmJx/btPB6P3ZJbtWpF9zrJzs7ev38/u4Wjj5mYkFOFhTlmZrs2bGC9cH19fUtLSwCorq5mvXD0MZMQctrMbExYmFtNDYfDYbfwzz77jCYvjYiIYLdk1DDKC4QR5eWRQqG+mppT8+ZKOyj6z7tSWJhTXd1eW7v360m0EZLH1cLCzKqqtlpaI7p3Z73wHj162NnZAcDly5dZLxw1gPIC4fGcHACYbGKizfYiJGtr61WrVtHHzZo1o4OFSEWcyskBgO8++YTlRjuAo6PjgAED6GMrKytfX1+2j4A+UgTAJycHAGaYmqrQkkkVpqQF9eki0ZfR0WpcboCNTfPX84si1GD3SkvdExJaqKuf79JFne3+K6SybhYX/5iU9ImGxjkbG9bPq+TkZFNTU7rtV0ZGhq6urpz5H5D8lHRH+EdOjhRgbPPmGAURi05kZwPA5BYtMAoiFh3LzgaA6aamijiv6KgzRdPEo0anjPv+QrH4UmEhF2AyZkFD7EmorHxQVsbn8SaamDR2XdB/x7+lpTFCYTN19XE4m0FlKOOOUCSR9NHX5wBYvL4tKkLy4AD0NTBoq6Wlx/YkZKTK/szLA4BvW7TQVKWUqipOgWOEBTU12zMy6GNbXd1JxsZc7L9CckusrDyYlUUfDzY0HN6sGV6ukPwKampEUikAVEmlD8rLxzZrxscGlspQ4B2hUCIpEos3WVgAgCaHg1EQsaKwpkaHx1vcujXQ86qx64P+G35OTTVUU9PhcgFgSZs2Wng7qEoU2zWqzuEYqSl1zT5SBeocDnaHItbNa9myFe66pZIUG6WihEK3+HgAmNOypa2urkKPhVRHSHFxukgEACvNzc1x4Bmx5M/8fAMez0xDY3izZo1dF6RUig2ENjo6Ozt0UOghkArqb2i4EneZQGxrr6XVXF3dADuxVA/+kyOEEACAra4udo2qJgUOCGvxeJ/y+YorH6kmQzW19trajV0LhNB/h5JSrCGE0McssbLSXFNTAyeLqiQMhAghhFQaNn8QQgipNAyECCGEVBoGQoQQQioNAyFCCCGVhoEQIYSQSsNAiBBCSKVhIEQIIaTSMBAihBBSaRgIEUIIqTQMhAghhFQaBkKEEEIqDQMhQgghlYaBECGEkErDQIgQQkilYSBECCGk0jAQIoQQUmkYCBFCCKk0DIQIIYRUGgZChBBCKg0DIUIIIZWGgRAhhJBKw0CIEEJIpWEgRAghpNIwECKEEFJpGAgRQgipNAyECCGEVBoGQoQQQioNAyFCCCGVhoEQIYSQSsNAiBBCSKVhIEQIIaTSMBAihBBSaRgIEUIIqTQMhAghhFQaBkKEEEIqDQMhQgghlYaBECGEkErDQIgQQkilYSBECCGk0jAQIoQQUmkYCBFCCKk0DIQIIYRUGgZChBBCKg0DIUIIIZWGgRAhhJBKw0CIEEJIpWEgRAghpNIwECKEEFJpGAgRQgipNAyECCGEVBoGQoQQQioNAyFCCCGVhoEQIYSQSsNAiBBCSKVhIEQIIaTSMBAihBBSaRgIEUIIqTQMhAghhFQaBkKEEEIqDQMhQgghlYaBECGEkErDQIgQQkilYSBECCGk0jAQIoQQUmkYCBFCCKk0DIQIIYRUGgZChBBCKg0DIUIIIZWGgRAhhJBKw0CIEEJIpWEgRAghpNIwECKEEFJpGAgRQgipNAyECCGEVBoGQoQQQioNAyFCCCGVhoEQIYSQSsNAiBBCSKVhIEQIIaTSMBAihBBSaRgIEUIIqTQMhAghhFQaBkKEEEIqDQMhQgghlYaBECGEkErDQIgQQkilYSBECCGk0jAQIoQQUmkYCBFCCKk0DIQIIYRUGgZChBBCKg0DIUIIIZWGgRAhhJBKw0CIEEJIpWEgRAghpNIwECKEEFJpGAgRQgipNAyECCGEVBoGQoQQQioNAyFCCCGVhoEQIYSQSsNAiBBCSKVhIEQIIaTSMBAihBBSaRgIEUIIqTQMhAghhFQaBkKEEEIqDQMhQgghlYaBECGEkErDQIgQQkilYSBECCGk0jAQIoQQahoyMzMjIyPp4+Li4n///ZeVYjEQIoQQahpCQ0P/+OMP+jg5OXn79u2sFFvvQHjnDrRtC3l5AAC3b8Py5axUAzUaQkhjVwEhhBqTWn0/UFMDhoawbBn4+EBNDVRWKqJWSHnc3NwmTZo0bNgwAPD09GzWrJmrq2tjVwohhN7u8uXLeXl5AFBYWKipqclKmfUOhAAwcCA8ewb//MNKBRBCCKEPqKioePDgAQAMHDhw9erVAPDkyZMDBw6wUngDxwh37IClS6GmhpU6oEYWFhYWGBgYGBj49OnTxq7LKwRIrjiXPt6Xt08KUqUd+ocffmAeL1myRCpV3qERQrVVVNzx9ra0tBw9enRxcTGfzzc1NTU1NW3evDlbR2hgIGzXDr74AvbsefUKIRgXm5gnT57QOVfZ2dkpKSkpKSlFRUWNXakXThed7hbbbeGzhb3iegkqBAfyD0iIRGlHDwgIYB4HBgZiIKyjyMjIw4cP08dZWVmenp6NWx/Eotzq6j9ycuh/D8vKFHUYQmD/fhgxAkaMgB9/hMpKOHUKLCx6enoW5efb2NiUlpYq4rAN6Rqlli2Drl2hbVsAgOxsmD0bLC1h507WaobYUVUFhw9DXBxYWMCsWaCrC2VlcPr0vPPn91286ODg8Pnnn48fP56OEQqFwsauLgBAdk32querwjuFGy83yCgAACAASURBVPAMiiXFmhx2hgGQomVlZQkEgpkzZwJAWVlZcHDwihUrGrtSiB0ZVVUPSkunfPIJABirqyvqMKdPw82bEBgI6uqwZQssXw5DhkBurkbv3o8OHrR2dJRIJEzD1NbW9sSJE6wctt6BsH17GDcOAEBTE06ehMJCePAA1NXh2jWoqYFRo2DkSFYqhthACIwZAxMmgJtb/oMHm86eBXt7uHWr+/37U4RCX0PD7t27V1dXN3YtaxNUCAbqDjTgGQCAIc9Q+RXIz88f+fI8zszMVH4FEPoImWhoOOjrK/YYp0/D6tVAA+3SpdC+PezaBbduwaBB1gAAwOPxeDwefS+Xy220yTLm5mBu/uKxnR1MmwZ//AEXL8Lq1bB6NcyaBU+egJERK3VDcrt/H/h8WLAAACotLGouXdqemgrnznEJqXZ1fT5hgra2dmhoaFt6Xw/g5OTE1oklDxERaXLfUo1qUq3B0VBCBYyNja9cuUIfd+zYUQlH/M+4ePEibUNUVFTo6Og0dnU+Fnl5eTo6Onw+HwCKi4s5HI6BgUFjV6re7pWUuMXHA8Byc3NLLS2FHCMvD0xMXjxWUwMO52lMTKdBg+gLycnJrVu31tBg/yLQ8AX1ly7B5ctgYwOEwMyZMHs29O4NmZmweDGL1UPySU6GTz999VRXF5KT4cIF7o0b/ClTtLW1AaB3795mZmb05zY2NlZWVo1SU1k2WjahwtBaLx7KP/RZzGcF4oJGqRKqozFjxly5cuXKlSuHDh1q7Lq8T4G4oERSorTDbdiw4datW/TxkSNHmCXhTUsfA4N9HTvu69hRUVEQACwsID7+xePiYtDUHDdxolgspi+4ubmlp6cr4rANDIQ3boCTE0yfDt99BwMHQlYW/PAD+PiAjg4kJ8edOxfw4SLkU1lZeenSJebpX3/9pegjNknGxi9yHwAAQByfv7xr1+XPnz8pL2/ESn1QJ61ODjoOk1Mmnyw8uT5rfXhFOACcLjqdWJU4O322EirQv39/5nG/fv243I83AZNQCCtXAp27UF4O+/cr9nC//PLLo0eP6OOjR49evHhRscdjj5iIt+VsG5M0ZkrKlPCK8IP5By+UXGjsSqE3uLvDqlUQEQEpKeDmBosWKeewDZwsM2QIDB8OV6/CnDlw5Ah07QqnT8PEiWTnzqBZs0Y8fWrSp09UixYt2K2rrJKSko0bN44ePZo+Xb58+RdffKG4wzVVffvCDz9AYiJ06ADZ2Z3j43eOHw/NmjV2tT5sT5s9YcKwp6KnfXX72mrb/tb6NwtNi26x3f4u/vtowdEZzWco7tB//PFHRkbGnTt3+vXrBwBHjhxR3LHkV1kJu3eDSAQ7dkBFBZw6BXPnKvBwSUlJJSUvbqQyMjJq/dTY2Njamg7lgI6Ojp2dnQKrUk8/Pf+pQlrhb+GfK869XX5b+RW4cOFCYmIiAISEhAwdOlT5FZCTGofDV0KLsFcv2LsXjh8HoRCmTIFx48DLy9PTkzZGU1JSFHTYBn4xDgcOHwYjIzh/Hu7cgW3boHfvzBUreg0f3nnkyJF5eXmzZyuj5Y4+gM8HX19YvBiGD4dVq8DGpklEQaqXTq9pzacN1RvK4/CG6g211LDc3WY3ACx8tjC+Kv6DH2+w7du337hxIykpSXGHYFePHhAdDQ8fKulw5eXlRUVFRUVFIpGo1o/s7OwmTpz4zTffbNq0qVWrVhs3blRSnergVOGpLa228Ln8dhrtvmv2nfIr0LJlSysrKysrK2NjY+UfXX5hZWU2OjrVSlhKFBoK6enw1VcvpmUC9OnTp2/fvn379jU0VNTUuYZH+FatYMcOAIDVq6WjRmU1a+aakvJgzpw5Bw8eNDIyunDhwrFjx9iq5VvFx8d//VINrmF8lzZtoH9/WLaMf+RI19atG7s2cnFp5jLFaIpQKvwm5ZsaopB/8aCgoIiIiJYtW06ZMkUR5SvI9u2wcCEo7hqVnp5+48YN+vjXX38dO3asm5ub7GpLRlpa2qlTp5gu0+Li4o8hma0UpGIQ87n8RqxDjx49Ro8ePXr06M6dOzdiNRqmSCw+lJW1JjW1UgmB8J9/4M8/ITeXeWHAgAEDBw4cOHCgkcLmYcp1qzttGri5ZVZX95wxw+XIkSMtWrS4fPnyxYsXd+7cCQDbt29X6Erk9u3bH3hJXXHrWpq6x4/BwwPWrm2urj7TzOxRefnK5OTTMidZ07LPfF9bjbaCCsHGbIXcbWzbtg0AFi5cqIiZaYpjYwMODqC4Tty4uDh/f3/62NXVVVdX9/Tp087Ozm++MycnBwA++eQT+nTUqFF5MqPUjYULXHWOepnktWXgldLKaanTokXRjVWrJuR6UZGEkN76+gZqDV96XldxcQAAyp2tLW+f7/r1moRk3Lhxw8/Pb//+/QCwdOnS3r177969OyQkRKGzDHg8nsFLijtKkxcbCwDwshFaVFMTVFT0r2KyMyiBAc/gRLsTPA5vY9bG4PJgdguPioq6du2ajo5OU+zYX7sWWFpbLJdagfDjMa3ZtKWZS0slpSWSEhr8AkoCjhce/yr5K6FU4Xkk7O3tmRvByZMnT5o0SdFHZNe1wkIAGKGEgRWpFBITAQBeTl8/f/68VCpNTk5OSEjYu3evObN6j1XyBipjY2Oa9vTHH3/s2LHj1KlTeTzekCFDZs+ejfHpo/B6ILTi8wEgvqKiEWskp366/X785EcpSGekziiVsBnRt23bRgiZNWsWizkMFY3HA7r4RVcXNmyAli0VdaCLFy+OGDHi/v37Xl5eAJCdnd2xY8dPZRfnAMDLQJiTk3P8+PHjx4/n5+crqkL1tK7lui7aXb5L/e77tO8TqxI/1fp0kcmirtpdY0Qxs9MU2+4pLS2dN29ely5d6C+nZcuWzIKlJiGnuvpxebkWlztQAUN0kZGRERER9HFqaurtP/+Eykpo2RJertzv3LlzQkJC+/btJ0yY0L59ewV11bBwxzZu3Ljp06eLRKLvv//e09NTJBJlZGT89ttv8pf8Hg8fPpw2bVrly12g6HQs9BY0j/bLQNhaU1OHx8urqSl8uTSnKVpntq4Hv0eZuGy9z3q2yszJyTl9+jSPx1u4cCFbZSra0aPw66+wcSOcPQtbtkDXruDsDFu2gCL+GsaMGXP16tUnT574+voWFhb27Nlz6tSp7u7ua9euDQ8PZwYC6bXe0NBQTU1NTQndaHXGBe5Ck4Xn2p/70/LP8QbjJxpOdNR39LP00+Pp+Rb5His4prhD+/j4lJeX9+7d+yO8Ua6La0VFUoD+BgaKmDV6+/ZtZoVlVFTU2ZMnAWr3i9LMDApNAMnOF9u5c2eXLl1mzpzZpk2bc+fOcTicdevWPX78mJXC32r16tVz5849c+YMfcrhcBR3rKbt9TtCDoCVtjYAJDTlm0J1jvop81M63+tsm7nt9OnTrJS5c+dOkUg0adKk9u3bs1KgEpw5A56ekJAAR4/CihUQHw/HjsGKFaDoTUQkEsmzZ88IIeHh4evWrevRo4eFhcW8efMOHTpEM9I5OTlNnTp16tSpb50hWVNTM2DAAOapg4ODYqv7bh01O3qbewPAgmcLYkQxCjoK7TNzc3NTUPmKdlVp/aIAUFwMAPB6TwPNyFOhyEsWO002fX39iIgIOiI4atSoefPm7dmzZ+rUqeHh4VoKyEFw8+bNhw8ftmjRYvLkyawXriC54lxNjqYBzyBMGFZNqvvr9v/wZxqk5mXjnAOgLhRCZiZoacHLJGoA0FFbO7WiIik7u5ei0wYqkhXf6n9z/zdnzpy5c+c6ODi0lfmCDVBRUUGvVoubVGIkiWQYwHUeL0gi+Q3gKo8XpKHxh6FhCI93AMCRxQOpq6sz+dJ4PB69s2nRosXu3bsvXrx4+fLltLS0ffv2wcsm6Z49e27cuNGsWbOsrKwzZ85YWFg0a9asefPm9P+EkFyZ6Vq5jTp1a4rRlGul144VHPsq+av7ne6zPrP01q1bUVFRZmZm48ePZ7dk5UgtLEwViXR5vD4Ku1wcOHDg2rVrAJCXl9dHLK4A4L+e30oJd4RAFEAoFNLBgx9//FER5dN19Bs3blRE4axLq0rr87TPV8lfjUkcs+jZooN5B3fk7FDc4UZHRi5KSFiUkPBzSgq5f58AkM8/l33DkePHAeCbb75RXB2Uhk5c7N+/v1gslqec33//nZbDVsWUw9fX19PTMzU1dfDgwZaWlidOnDh8+LCHh0dcXJxCjyuVSnV1dQEgPz+fEFJcXDxSJtf+B0dxTp061a5du4cvtWnTRqG1/aAKSUXXmK4QDjNSZ7BeOD1F16xZw3rJyrFu3To9E5P1J08qqPxdu3bR9QVSqTQgIOCzjh3NjIzamJm5u7uHhITQ90ilUg6Hw+FwJBLJ+0t7/PhxQEAAfZyenu7j41PHaiikE5/P5588edLBweG3334bPXr0wIEDWSw8Li7uypUrfD5/rkJTaLBnReaKBS0WTDGaAgAF4oK/i/9W6OE0OByvDh3o42dhYUJLy/Y2NrKLS2w6dQIAZoC6Sdu7d++dO3dCQkK2bt3agB1/srOz79+/HxYWdvDgQQBYsmSJAuqoQEyPCJ/PT05ONjQ0HDNmjBKOy+FwOnXqJBAIYmNjtbS0pkyZkpiYqKent3HjxkWLFmlpafn4+BQVFRUUFBQWFr75fz09vdLSUmZcgxnpbyzaXO2TFid7Pu15tODoQN2B05pPY6vkrKysc+fOqampNcV5yNSZM2fK8vJ6M4mwFYMZ23qWnU13HPz9999///13KyurSZMmffnll9ra2hUVFZWVle/P5B4fH//gwQMnJycAyMnJCQwM/O67OiVPUNRotp2dnYeHx8aNG2fMmPH48WM9PT22St66datUKv3++++bytS+u8K7R9sdpY+bqym8zhKAS4WFANBOS+tITMweqdTj00/XyryhS5cuampqT58+rayspHm33yMkJCQyMnL+/PkAkJiYePTo0U2bNimu8vVlbGzs4+MzYsSI1atXDx48uFevXu9/f01NTWRk5J07d8LDw8PDw2NjYwkhAKCurs7lct9MldJU0D1DlFn/zz77TCAQ7Nq169y5c9XV1XZ2dqdPn6bTAhwcHN4/ZlFRUWFiYsJs28usUGxEn2l9tqfNnhlpM37J+MU+z966kzUrxR44cKCmpubLL79s1aoVKwUq2aNHj2JiYkxMTAYPHqygQ2hoaDBRkBBSVlamrq4eEBBw7ty5v//+OyEhwdPT09PTk269NG/ePC0tLT09PWYelq6uLrOIXEdHp8HTkRQ4rWvNmjVXr1598ODB0qVL6QCM/HJzc0+ePMnlchcpKxmr/CREwmVpUlKdECImBACkhDxWU/vs7NlrhDyPj+/M51vGx3dq1crKyurTTz+Njo6Ojo7u0aPH+wsrKChITk6mj8vLy2Pp1JuPybBhwxYtWuTl5fXtt98+evSIdtkxCCFxcXH0ti8sLCwyMlI2CZG+vr69vX3v3r2Lior27t3r5ubWp08fBS1UUig6El9VVaWcw4nFYnol8vPz43A4S5cu/eWXXzQ0NOj29Pb29u//+Ec1m5Qxvfn02JTYAxMPfKX31f379+kEDXmIxWK6BUfTnSbj6+sLAF9//bXi/slcXV2ZxxYWFoQQS0vLESNGjBgxYs+ePffu3fP39//zzz8zMzO1tLSOHz/+/tL8/Pz8/f1pd1dpaWmbNm3qWA0FnpFqamo+Pj52dnYHDx4cN24cvV2V065du0Qi0RdffNHhZe/fx89G2+ae8N5AXTb7h9+Dx+GMe3mvnJ2by8nJgU8+eVhW9qisLO377/PS0vT19el1c/Xq1V27dn1/aT179qyurqadFR/J/vVv8vT0vHXr1uPHj5ctW7Z///6SkpIHDx7Q277Q0FDZpWw8Hs/a2trOzs7Ozq5fv37dunVjcj7k5uaePXvWxcXl5s2bzM6fTQW9I1R0IJRKpfTC5Ofnl52dra+vLxQK/f39J06cSN/w4MEDAPhg60pNTU22F3rZsmWKq3O9/Nz550DdwOjo6AULFsifbP38+fMZGRmdOnVS3O1U3Z05c6aysnL69OkAEBISEhwcvGrVqvd/hBBCb9YVnW5QKBQmJyd36dIlLi4OAJjdGrhcbr9+/fr16zd//vxPP/1US0uL5iwrLS2VSCT0PWVlZcwmTUKhkMPhODs7b9myBQAEAsGvv/5a10o0ZHyzPmjOKhMTk5ycHDmLEgqFdDb23bt3WambcjwQPrCJsdmavXVX7q7NWZsVPVlmwpMn9EF1dTXt8XteXn63uPhoevqECROYJlId0x2cPXu2Y8eOzs7Ozs7Ow4YNmzhxouJqLo8nT57Q6N7yjSXlrVu3njRp0tatW4ODg8vLy9/8rJ+f35gxY7Kzs+ky561btyq//nKi4+X79u1TUPmhoaGLFy+W7d+ztramTzds2EDfI5VKaU7kzMxMBVVDCaKioui94LFjx+QsasiQIQCwc+dOViomp7179zIn9qVLl+bNm/fBj4SEhACAubm5VCpVaN0iIyPHjx9PMjNPff+9I8BwI6Nabzhx4gQATJgw4YNF+fv7MzM0Hzx44OzsXMc6KLyP4ocffggMDLx169acOXP+/luueSLHjh3Lz8+3t7fv06cPW9VTgh78Hv9Y/RMqDK0iVYObDRZKhWKiwMXsi1+GuoSEhJqamvbt25vp6JgB9DEwmP733wCQm5s7fvz40NDQyZMn29ravr80Dofj5OREWzMRERHr17O2gJ1dNjY2Q4cOffjw4fPnz3V0dGxtbeltX//+/S0sLN7zwbKysiVLlmRkZBw6dOjYsWMjR45ctWrVsGHDPniv/FFR0BhhdHS0v7//qVOnEhIS6Cvm5uYTJkxwdnbu169fcHDwoEGDtmzZMnPmTDMzs4SEhOLiYjMzszfbIk3IZ599tmvXrpkzZ86fP9/e3p7ZVaqOsrOzHzx4cPfu3WvXrqWmpmpoaLi4uCioqv9n777Dmry6AICfhD1kCcoqCjgQ1Cq4UdGKigq2VakTd1GrBatt1WqLqxWsAz9XaXHgqsUNKiI4AUWNoGxB9t6bJITkfn9cjSlaBTJQc35Pnz4vIbnvBUPO+9577rmtVVlZmZWVBS/Xq+zatevZs2cqKiqig8Da2trCMRJaVH3mzJkyWKWtx+GAr+/Mw4dnApDKSjh6FObPF373wYMHAPDODAAA0NHREVbtUVdXb8WqqlaF7rbJzc2lVcOPHTvWthaqq6vDw8Pp3czZs2cl2z3Z6BLfhfGY0cBvkNH5iooeL1niDrC7Xz/C4zX7Jp1STk9Pf2czFy5cWLVqFT2OjY19b+8IORyOoaEhABw6dKi1Synu3LnDZDIVFRWjo6NpWpC1tXVDg6z+pSRhzZo1AODt7S2R1jIzM729vUU3STAxMaHp7M1uDuig6KJFiwghJ0+eBIDPP/9cIn1oX/PmzQMAGxub+vr6dz45JSXF399/3rx5zUox0KsTHx8fGXT4nQ4cODBkyBB3d3d3d3e61Ft09+n/oq6uLqUlcKLi4uJ+7NSJABQyGAkABIDMmyf6hEGDBgHAzZs3pdcHWQRCQsiRI0cAQFtbOzs7uyXPb2pqSkhICAgI8PDwsLOzoxcpRkZGWlpatKTFB8cywRIeQyonVRYnKyoiP/5I6FsKgCxZIvpNutNep06dWtJSTEzMP//8Q49zcnL2798v+d5KAs3GsrW1LSwsfPr0aWtfTqesunXrVlpa2qdPHwDw9PSURj8ljsPhXLp0qXfv3vTfdMKECV9//fWmTZuOHj0aHh6ekpLS8oiek5Pj6+trb28v/BzU09Nzc3MLCgr6r2uL9PR0FRUVJpPJYrFWrlwJIiOlH7S6ujp6L7hgwRtWFtJPJz8/Pzc3t2bpGJqamo6Ojl5eXmFhYRcuXGAwGIqKisL1cO3o9aHRixcv+vn5/e9///MWsXbt2jUv0VR/BQWFS5cuSbVv//zzj6e2NgEIBdihoEAA4u3shEsGORwOfY9VV1dLrw8yCoSEkGnTpgHAZ5999l+LIrOzs8+cObN69eoRI0Y0S9lSUVEZMmQIHeNycnKS9pi1NIxKHQWP4UbNDWmfaMmSJeXBwQSghMm8SAPh0KGiT6BX7pMnT5Z2T2RGIBDQj62TJ0/+8MMPAPDrr7+2qgUOh0PHQpctWxYTE0NTuq9cuSJuz2pqiHTuLJuamiIiIjw8PIQ1zN6SPqaqqmphYeHo6Oju7u7l5eXn5xcWFpaQkEBnTMvKyvz8/Ozt7YUjYDo6OjT+NTY2vrMn9Bpi1KhRNIJeu3ZNGj+v7DWbLGxsbGSxWN7e3s7Ozs12xevcubOzs7O3t3dERERVVdXNmzc3bdoUHh5OCKHvRlNT09LS0vb9cdowR+jo+KI4kZqa2t27dyXeJT6ff+nSpeHDhwPAV8KrdgACcADAwcHh+fPnhJDo6GgA6N27t8Q7IEp2gbC0tJQOXvn6+tJHamtrIyIifH193dzcunbt2uyv18jIyNXV1dfXNyIioq6ujsvlFhcX04Si9/a+5C0WZizsGtv1VNYpqZ4lLy/P3Nz8i06dCMBzAG8AApCsq5uZmSl8joeHRxtCxfuMbgNrYmJSXl5O8zWio6Nb20hCQgJdVRkUFLRt2zYAMDY2ppVT2iI/n4wdS6ZOJc7OZOpUUlPTxnb+jc/n0/gnzKwDAGtray8vr9jY2Li4uMuXLx88eHD9+vVz584dNWpUt27d3lLjkMFg6OvrC1NkNTQ0Zs6ceenSJQ6H0/IuVVZW0mA8d+6nrq72bf+NvX/oahAVFRVbW9tm5XK6d+++YMGCw4cPp6am1tTUhIWFeXl5OTo60uFQAFiyZAkhhMfj0euDCRMmvLMqilTdu3fvzp079DglJeXChQvvfAlNFh03bhwAaGtrP3nyRFKd4XK5AQEBwvlXTU1NSwuLmuXLiaNj0+jRwRoaVkZGNAB7e3vv3r0bABYuXCips7+R7AIhIeTSpUsAoKys/MUXX9jY2DTbrbBjx44TJ07cuHFjSEhIeXl5QUFBUFCQl5cXvQTz9/cnhNB0G1VV1YSEBFn2XHw//fQTSG3giMvlBgYGjh8/nv5KrQGaRC6vggHU1NS8vLzoBxwdcL9xQ+r3pjIzZswYANi+fTv9mxk5cmTb2tm1axcAGBgY5Ofn05T3liSqvdnMmeT8+RfHPj5kw4Y2tkMIEYl/otv30PiXkpJCn1NaWmprazt58uRvv/3Wx8fn5MmTERERWVlZjY2NFRUVCQkJYWFhfn5+Xl5e7u7ujo6OFhYWSkpKCgoKqqqqzs7OAQEBtbW1beseLVBnagoxMebi/JjvoQEDBpiamsLLhTfu7u4BAQHZ2dm5ubknT55ctmxZ7969RXNJFBQU7OzsPD096R0hISQ3N5deKEhqBldm6FrtnTt30pngaRs2FHK5YrZZXV3t6+tLf6X0bsfLy6u0tLSkpIQ+QSAQFBQUVFZWCtcX0t+en5+f2D/Q28g0EBJCRo8eTe8LAUBRUVH43kpISKitrb1z58727dunTp0q/E0JCeds6Ty2ra0tV+x/FVmiJYnd3d0l22xycvKaNWuE9wcqKir6+vr29vZeffocV1c/1aFDxqRJy776iv6tdu/e/cqVKzIYcJeluLg4BoPRoUOHsrIyCwsLALh48WLbmhIIBBMmTAAAJyennJwcOgJ26NCh1rZC+HzyySdEOICfnU3s7cmzZ+TCBRIbS6qqWt5YQkKCl5cX/bmorl27enh40J2PRLFYrDfd9QGTyTQ2Nh4yZMi0adNWrly5a9euwMDAhw8fEkJoDqGJiUnrfsDX8Hg8KytjAPj55/5iNvVe4fF4dImIj49PdXV1enp6QECAu7t7s1RSJSUlWkgrKCiooqLi9XauXr36/kwWttzWrVsB4KeffmKz2R5+fkMeP56WkFD1WuZdCxUWFnp5eem83NGwb9++AQEBbx97v3r1qjAQeHp6illP+O1kHQhpJsK8efOio6O5XC59b3l4eNjb2zcbfOjQoYO9vb2HhwddvStsoba2lk6H/PzzzzLuvDhoLvKQIUPKy8vFb62hoSEwMNDR0VF4NWptbe3t7V1aWjpixAhhPtHcuXPp397t27dF/3qtra3F78N7gtYS9PT0DAwMpMFenDGo/Px8Wrrv4MGDdPWShoZGauq7Upzq6khEBPH1Ja6uxMCA3LpFRKNLcTGxtSXe3q9mQfT0iJ0dmTbtsrf3gQMHrl69mpycLDogSeNfd5Ea/GZmZqJliF/X0NDw8OHD8+fP+/r6rl69evr06fb29qampm+sCdKrVy96FuGxmA4dmmBpCWfPLnn3Uz8cdIcva2trgUDQbLcvHR0dOi8YFRXVkivyH3/8ESQyWVhWRi5dIkFBRBIfI2/n5+cHAIsXLyaE1DU1zUxKsmOx5iYn17fy7ysuLs7d3V04aGxvbx8UFNTCPI/CwsxOnV6seB48eHBiYmJWVpbwu6LHYpJpILxx4wYAGBsbc7nc8PDwZgVI6YXVN998ExAQkJyc/JbfVGRkpIKCApPJFI56v8+ys7O9vb3NzMyEP6+urq6dnZ2rq+uaNWto5kJhYWELW2OxWO7u7sJCYlpaWu7u7qKfj28MhISQxsZGX19ferWhrKzs6+sr1Sss2cjPz1dWVlZQUHj+/PmQIUNAEvPH58+fBwB1dfXk5ORZs2YBwMCBA1+/dE1NTb33zz9k2TLy6adEQUF0qp/s2kVGjCDC0fuLF8nCheT0aeLsTGxsiLq68JlThwwRvv8ZDAa9dROdLzc1NV21atWDBw/a/OM0NTXl5uZGRUWdPn16x44dnp6eU6ZM+fbbbwkhUVFR9OKszY0LJSUN2LkTjh3bSL988ODB3r17xW+2fdEFBrRMQU5OjomJyYwZM/bt2xcXF9faiy0ej0ezQsSaLHzyhNjZFwMWsQAAIABJREFUkb17yZ49xNaWvCydIXGNjY2RkZF0jrBTp05ubm6rV6/esnfv6Hv37Fis+Y8f5+TntySRKiIiwtnZmV6sM5lMZ2fn1r6Tq6tDWCy4fftTmp3r5uZmYWEh/C4tySYRMg2EdEcuOk+WmZkJAEZGRs7OzjTbuFUrt+jCKQsLixoJpSFIXEVFxcGDB4cNGya8aTMyMurXr5/Wf2zrpa+vP2TIEDc3t82bN//999+PHj2qEhlDq6io8PPzE13lbWdn5+fn93qplB07dlRWVtLjo0eP0swroS1bFurqatAeDR06dPny5cIFLT4+Pvfv35fmr0Ty1q1bBwDTpk2jn+l6enpvrB3TWrQSla2tbUlJCV2Tu3Hjxvr6eprb5erqSseiexsYvAhpiorE2pq4u5OAgBfxLyKCDBpEjhwh+/cTW1vy738FUlRE7t8np04d3r3766+/dnR0tLS0FNYO1tbW1tXVdXNzCwsLk2qGRUhICACMGzdOzHYEAu7jxypr1jC2b3+xM9qVK1eWL18udgfbU0JCAh1yl9QkgnCycNu2bW1swsWFREa+OL55k0yZIpGOCaWnp/v5+bm6ugrLTonOSQOAqpnZp2FhdixWl59/BgADAwNra2sHB4cZM2Z4eHhs2bLF398/KCgoKirqyJEjdnZ29FUaGhoeHh6i+Xotl5/vxWJBbu4PVVVVK1euLC0t/eADYVZWloKCgoqKinCcU5yia42NjbSk4ddff932Pj1+TMaPJ05O5LPPiPi58oQQQpqamsLCwtzc3IQrQNTU1FxdXYOCgoSf0cXFxZGRkUeOHPnpp5+++uqr/v37/9fuHAYGBsOGDRs/frxw3NjQ0FCcDefi4rqwWHD16j4zM7OlS5c6OTkJsy2WLVv2YeW+19fX02HMe/fuTZ06FQDWr18vkZZra2vpsOT69etv3brFZDIVFBSajTF27tz5iy++4O7aRe7effMaibw8cuoUOXOGvGne6HVNTU1ZWVkGBgYA0LZPjZaj8ZVuhNTyMlT/pa7uIYsFGzYYbt++vbGxsbGxMSgo6EMPhEuWLAEAeussKVevXqWlG1q9GqGqitTXk65difA+jMMhlpYkPZ0cO0ZiY0lbEyZSU1P/+OMPV1dX4TocytraesWKFSdOnLhy5crRo0d9fHy+++67OXPmfLZwoe3NmxazZlmfOtX9wIHuBw4YLV78xg8u+n8vLy9xEolTU51YLKioOCN8RF9ff89LdJNniZBdIFy9ejUAzJ8/X1INJiYm0nz3Ntaaqa8nvXqRjAxCCCkvJ336EPFGnBMSEkTzVphMpr29vZ+fX1VVFQ2NOjo6wuSo11VUVLBYrMDAQG9vbzc3Nzs7O2F0NDU1ZTAYjo6OgYGBLRmR+C+NjQUsFsTGahHCr6mpqa6udnJyun//fklJSUlJyYIFCz6sQLhv3z4AGDhwYEZGhoKCgrKyckFBgaQaj4qKsrCwuH37NiGkR48eRkZGNG/Qzc3Nz88vISFBSotZ6funqKhoy5YtW7ZskcgNLtXU1MRisby8vOzs7OiSMlqFgNaFEUdJyQEWCzZvHtyrV69JkyZNmjRp0KBBH3QgrKqqorMPEs9Op0NZJiYmb/koeKG+noSFES8v4uhIlJTI6dOkZ08ifD9UV5Pevcm+fS/GJJSUSJ8+ZPZs4uNTHR7+9nKvRUVFgYGB7u7uzRatGRoaurq6+vn5ZWdnZ2Zm+vv7r1279vWXs/n8fC53WWpqcXFxfHz8jRs3Tp48uXv37nXr1i1YsMDZ2ZneUHp4eLDZ7Db+ml4QPHnSkcUCLjdH+JCRkdGVlwwNDcVr/xUZBcL6+no9PT0AePTokQSbpenyBgYGLZ9je+XOHTJz5qsvN28mfn7k8WOSkEBak0eel5fn6+srOmhJ89qzsrJiYmJWrlwp3CKLyWS2Nmbn5+evWLECXk5Zi6my8jyLBampY4WPODk5ubi4zJ49e/bs2T169PiAAiGfz+/ZsycAnDlz5ttvv5XsNRZFrzmePn3KYDA0NTVlU0uaptVVVlbSvxfxl+Xl5+f7+/tPnTpVdEx+4sSJhJAdO3YAgLCEXptlZS1kscDb23XHjh30kQ99aNTX1xcAHB0dJd4yj8ejU49jxox5fdy7oaHhwa1bZP16Ym9PlJRezTorK5Pt28nSpURYpfLQIfLtt+TKFeLqSnr0EJ2ljhk5EgB0dHTs7e3d3d3pUuzi4uKwsLA1a9bY2dmJrvfQ19enWT8sFqukpIQGSGFiHZPJfGN2Tz6XuyA5Ob2hIb2hoe61VIOJEycCgPj1KDicNBYLnj41En1QSkOjMtoY7OjRoxUVFSNGjHjnFi2t4unpGRoaeu3atQULFtAc5Xe8IDsbIiMhKgry8mDxYniZywsAoKMDFRXw9dcQEwMAoKcHZmZgZgZdu/pbWGgbG5uZmZmZmQkHzdls9uXLl48dOxYSEkL3BKEVAFxdXS0sLM6cOTNlypQY2hSAlZXV9OnT582b9/YC0K8zNjamb0rhBJI46usfAICGxhDRB3///XcaUb755hvxTyEzQUFBz54969q166hRoxYsWAAAtMSXBNHfOb15cnd3l00t6cbGRgBQVlYWHrShET6f/+TJk+Dg4MuXL8fExBBC6OMWFhbOzs4uLi6DBw++fv063WTn9u3bBw8etLOz69u371tW379Fff0jAFBR6fJyb5wPG3m52IkWnpUsRUXFU6dO9e/f/8aNGz4+PuvWrWtqanr69Gl4eHh4eHhkZGRTU1O5mppWbS0oKICdHTg6gr09ODiAlhaUlMCcOXDlChACNTVw/Djo68PEiQAADQ2QmAhPn0Jc3PP6et34+MrKyqioKDp3DgA9evRITU2lx+rq6sOGDXN0dKST0xERETdv3lywYAG9/aXP0dXVHTVq1JgxY/7rk6eYxztXVgYALh07WqmrA8C1a9dycnKcnJzo57CwqTZ7+Xn17lrbEiCpiPp2tBZiYGCgxFvOy8uj185vXHHZ1NRU8/Qp2buXzJhBTE1fXWExGCQykgwf/uqpixeTCxfI9OmkVy+ipvbqmUpKiiIL/1VUVLp3725vby+cAlRXV581a1ZISEhdXV1gYKCzs7NwMklXV7dZSmfL0WErd3d3urenRAorPHvmwGJBVdVl4SMf7hwhvaz29fWlG52PHTv23a9pvby8PGVlZUVFRQkmar8dffPweLwdO3Zs3LiR15plW6WlpYGBgW5ubqI1wNTV1R0dHX19fbOysgoLCwMCAlxdXYV3h6IrNOi6Xjc3N3oP0ZJ604QQQvgpKcNjYztcv35ZeBPw5MkT8bcxai+hoaEAYGZm1qpffqvQyUIFBYUBAwaIlpOk6/FTtmwhly//ZzWisrKWrJ3Iycm5fPnyb7/9Nn36dDr/Z25uvmnTpsjISDabTcvFOTo6il5pqampCQulvn0Khg6NNnuQ7jgbHBzs4uICAEFBQS3+ffzXj/AtiwWFhf/KLRIdU5Tg+KIsAiF9Y5mYmIgzv/UWZ8+eBQANDQ2aQkKz+2hVQD09PU8Hh1dRrWNH4uJCfHxIZCTh8chXX5GNG0lMDDl4kAwb9q9dGkpKCItFzp/n7Nu3cuXKKVOmDBgwQDj/p6Ojw2Aw6BRgZWVlRESEu7u7cEpPRUXF2dlZzPk8ui/oggULjh8/DgBz5swR87ckEDTFxGiyWAwe79VYx759+4QpS6dPn05KShLzLLJBN4DV0tIqKyujedUhISHSOBHdM3bWrFnSaPx1dGiByWS29oWPHj0aMGCAaKmmnj17rlq1KiwsrLa29saNG99//72NjY3wuwwGo3///j/99NOpU6f27Nkzb9683r17N9uOWFFR0d9/embmguLivXV19/j8N8ZFfmXlheLi3dXV18X/8d8TkydPBoDffvtNGo2HhITQNNTPP/9cOGliYWHh7u4eGBgokUXGr9u0aRMA/PLLL4SQzZs309QK4b+yvb39L7/8cvv27ZaX1ntjIKS/t0uXLgkPxOx2cvIgFgtqaqS46YSQLIZGaQWmFStWSGR873VTp06dNWvWqVOnxowZY2RkFBsbK9yzGACyFRRg7lwYPhzs7aFXLxAdPj11Ck6fhn/+AXNzCA8H0bRAAwMwMAA7OxWA3SLnYrPZd+7cmTBhgoWFRWRkZHR0dJ8+ffLy8gCAwWAMHz587ty5rq6uOqKDrm1Cr9QaGxuFB2I2yGbHCQR1KirdFRVfpYeJDv5Mnz5dzFPIDN0fcenSpSEhIbm5uVZWVuPHj5f4WWpra//66y8AoLWmpC03N/fvv/+mx19++aW5ubm5ubmFhQX9/9sHLQ0NDR8/fqyqqmpvb+/o6Dh58uSOHTteu3btzz//nDZtWnV1NX2ahobG6NGjXVxcJk6c+HrxJh6Pl5qa+vglFovVpUt+eXlkefkRAGAwFFRUempo2Kmr0//6M5ka+fnr+Px6La1xXG4awFgp/FZkLScn58qVK8rKygsXLpR44wUFBZ9//rmmpmZWVlZ+fn5xcfHy5cu9vLxojqX00MjX0NAAAJ06dWKz2bQIu6Oj49ixY9vwYaWpoDD235XHAWDq1Km9evXq1q0bvSATCATi9JkQbkPDUwCmurqdOO20kNQD4fPnz0NCQtTU1L7++muJN56XlxcbGztp0iRankMgEDx69Ihm9w0fPtze3t7BweFtezMqKMDs2a06o5qaGi2OQzdB7dGjR2lpqZmZ2cyZMxcvXvyWHQBaS09Pz8rKysTEhAZCLpcrZoP19dEAoKk55J3PfM/l5eWdO3dOSUlp+fLlX3zxBQB8//330tg71M/Pr7q6+rPPPqPVWaWE/jhnzpy5d+8eIYTJZAoEgosXLzZ7mq6ursVrunTpQm/jTE1Nb926ZWdn9+zZs+DgYDc3tzdODY4cOfItk45KSko2NjY2Nja0WA+bzeZy43k8VkPD4/r6xxxOIoeTxOEklZcfBwAGQ8HYeCubHd+585oOHRxoCwUFvzQ25mprT9TSGqugIO61YLs4ePAgn8+fOXOm8HZNgg4cONDY2Ojo6BgTE8NisTp16rRjx462zcu2Cg2EbDYbAIYNG0aT+ywtLU1MTJoVfG4hLQWFL/+93AIA6NsGXoZAHo8nTp8bGp4QwlVT662g8OaF15Il9UC4b98+gUAwe/ZsuuRLsnx9fXfu3Llq1SoXF5eqqioGg3H16tWRI0dqaGhI/FxCtPH6+noA0NPTe/r0KU02kawJEybQupd01bP4d4QynXmWjtra2vv372/atInH482cOVMgEGRlZXXq1Gl2K69mWoLH4+3duxcA6LKfNktMTORyuba2tgCQm5ubkZHh4OAAAPn5+WfPnhXGPwBQV1d3dnb+8ssvu3TpkpeXl5mZmZmZmZGRkZmZmZ2dXVlZSW/URBtXVlbu0qWLubm5iYlJWVkZ3QaIfotujEffRc32zGshNTU1NbVBAC8uAgjhcTipDQ2Phf8pK5t16vRddvZiTU37zp1/UFOzqag4weVmlpcfZTAUNTXtTcqma2iNgN69xfkFyhKXy6VTEtJIk+FyuXS+39PTk+brLlu2TAZREADoNCQNhMKdIwFAWVnZ1NS02dVVz549hYWrWk4gEMTGxkZGRkZFRV27dk1bW3vmzJlr166lbVpbW9vY2NDhjRZes6qoWHTp8heDIaN0TunOEdbU1NA1JRLcwuP1xmNiYuj07KZNmyR+ltfRmKSoqEi/LC0tlVL5j/r6+osXL9JwqKGh8dVXX23evPncuXNpaWltOGNSkh2LBfX1kly+IhGXL79K3rly5UqzH624uDgoKGjNmjWi1Wh1dHSWLVtGCKmtraX1oyXu2LFjAGBlZSXmP+4ff/wh3HYgNDR0yZIle/bsGT58uPBKXF1dfdq0aYGBgW9PThFdZircPkL0cp5+eNHZpqCgoFZtpdQGAgGHz2cTQgSCpqqqoLi4T5qaqjmc9OJi39RUx8ePlVksaJw0mACQzp2JmxsJDCTvfZ33gIAAAOjfXyqlw2kUtLOzo6VFlJWV27Loq01OnToFADNmzCCE3Lx5083NbdiwYcLND5phMBimpqYODg4LFy708fF5e8spKSn79++fMmWKaH4Wg8Ho169fsyln4V/u4MGDHz36obDwt4qKsw0N8QLBG96oJSUHU1JGJicPKSuTUcoVg4id5PoWe/fu9fDwGDVq1K1btyTe+K5du1avXj169Gg/Pz8rKyslJaXs7GxpDGi8TllZmcfjcblcZWVlIyOjoqIiOnJlZGRkbGwsemBmZvbGqsdvUVpaGhIScvnyZZqJCgC6urqVlZWiz1FTU7O2tu7du7eNjc2wYf0HDrRSVm4+5SOKxyvkcNIBmjQ17RkMqczUtpmlpWV6ejo9trKyiouLy8/Pj4iIiIiIiIyMTElJET6TVqPt2rVrYGAgk8mMjIwcPFhaN7i2traxsbGHDx+mazPajFZUoMuor1+/fuHChfv37z99+lRVVdXR0dHV1fXLL7/8r7pC78ThcOhd44wZM+rq6lgslrCulWwQwmcwFAAgOdlWW3tSdXWIlpajtrazmppNTc0NHa+bjDMXoKjoxbN/+QVWrABvb0hNBQsLWLMGZLIipeUGDx788OFD8f/R36hfv35Pnz49ceJETEzMrl275s6dS+OuVDU0NNy5c+fgwYPBwcF6enrOzs6WlpaWlpYWFhaWlpba2tr5+fkZ/5aUlETvHQGgW7duaWlpzdosLi6+e/dueHh4aGhodna28HEjI6Phw4c7OjpOmjTJxMSEx+PRIZDExMSkpKSMjIyEhISioiIAePy4ByEv1nIwGArKyl1UVXuqqlqpqPRUVe2hqmr97Jm9jU0yg6EkELCZTLWmpjLRzAZpkGIgJIT06tXr2bNn58+fpztaSRCfz+/Ro0dGRkZwcPDVq1cPHjzo7u5Oy6XLgK6ublVVVUVFhZaWlpmZWUFBwX89U1FR0dDQ0MzMzNTU1MTE5Ntvv/2vpYSJiYmXL18ODg6+f/8+HWRnMpn9+/d3dnamJdaSkpISEhLi4+MTExNzcnKEL1y/fsiXX0YrKGirqHRTU7NWVbVRU7NWVx+opPTiiq+y8lxJya4OHT7jctPNzU8AtGVWQHqaBcJly5aJrgjU0NAYOnTo8OHDR44cOXjwYDrIs3r16l27dllaWj558qQNwzjvFBYWNm7cuM6dO2dlZYk5eOXn57d79266j1JZWZmdnd3YsWMbGxudnZ0l2HNbW9vq6uqYmBhhlUjZyM7+msfL5/Nr1dXtOJzkmprr9HElpc4mlXM7lgyEsWMhPR2uXoUrV2D3blixArZuhTFjIDISPDzg0SMQyWBsX7Gxsba2trq6unl5eaJLGiTi5s2bNJUvKSnJ0tKyoqLi4cOHAwcObHODOTk5Kioq9Lq/pKSEzWaLJkNkZGSEh4cHBweHh4fTbAYTE5P8/PxmjaioqJiYmIiOi1pbW1taWhYUFKSnp9OCTYsXLwaAurq66OhouthRdPrZwMBg1KhRNO9GdLOw/1JaWpqcnNyz53MeL5nDecbhpDQ2ZhLSJPocG5tnqamfmZr+rqs7lcFQJoT39GlnJSUjXV1XPb3pqqq92vxLewspjsCGhIQ8e/asS5cuNJtWss6ePZuRkdGjR48hQ4bMmDGDwWDIJrUPAAQCAR2jCw4OtrW1TUxMVFdXLysrKywszMjIKCgoED3Izs7Oy8ujaaUAMGfOHNFAyOfz79+/f/ny5QsXLgiXu6qpqdnb2zs7O7u6uoou4ha92K+urk5MTExISEhISBg0iK2o+LypqYzO3Aifo6RkpKbWW09vTk3NdSMjLy2tcS9fG9LYmKWt7ays3JapI4mrrKwUTrMXFhb2799fS0tr0KBBjo6O9vb2AwcOFG7gIvTbb7+Fh4fHxcX9+OOPBw4ckHiXaFaqp6enRKZw5s+f/8MPPwBAWFjYpUuXpkyZIn6bQpGRkbq6urR0A30/0C3RpS0nZ0VjY7ax8WYVle5MpiqDoSgQsOvqoqqrg6uqLjU2Zqv9/RD8fgdFRRg+HCZOhKNHobAQevaECRMAAD77DEaMgNBQ+OILGfS2JWhy++LFiyUeBQFgz549APDNN9+cOHGClhYRJwoCwLFjx0xMTOid6/Xr11NTU+luwNevXw8NDRXGPCaTOXDgwPHjxw8bNkxVVZWGt/SXqqqq6F2gaMtKSkpdunSht4zGxsarV6+OjIx8/Pgx/2W5BE1NTQcHhzFjxowZM6ZPnz6tylMzMDAwMDAAGCl8hBAel5vO4aRwOKlc7jMuN11FxbJHj7CSkv8VFHiZmf1PSckYgHA4SYWFmwoLN6mp9emas1i9y1joJcmIKMVASHMNli9f/sbBYjHRGkjfffedn59ffX39xIkTm+2WKQ3Pnj37+++/jx8/XlJSoqOjQ7cIBgBVVVVjY2PRcVE7Ozt6oK+vX1hYmJubm5eXl5+fb2lpCQAVFRU3btwIDg4OCgoSprYbGBjQgmcTJkx4572Ctrb2sGHDhg0b9vKBv/j8SjY7kcNJYrMTGxoes9lxPF4hj1eoqTlcR+fLnJxvDAyWd+w4V1GxY2np/urqKwDfqKv309Z21tGcrK5pB21KHpMIbW3t33//nR7fv39/0KBBNO/pLS9RUVE5derUgAED/vjjj4kTJ9KVvJKSkJBw/fp1DQ0N4R7ZYmIwGPRPoG0Zem8XHh5uaWlJ1wg+fvw4OztbJoFQUFV1jscrMjX1ef58vEDAMTc/paraU0vLUUvL8ZNP9rDZiSoDwyEFICoKbt+G27chPh7GjQMzs1dtdO0KubnS72qL5Obmnj59mslkLl26FADKy8slmNyXmZlJN8RevHjx6NGjQQoLcgQCgbm5eW1tLf3SyMho3Lhx48ePHzt2rGg1bXp2ocrKyozXZGdnP3/+/Pnz5/Q5tMiRoqKinZ0dvfN7e+5xazEYSqqqVqqqVqIPqqr2MjM7yGY/zc5eYmZ2sE+fPDY7trLyTEXFaTY7XnXVXkj2BGtrcHEBZ2cYPlz8bkgrEKalpV2/fl1dXV0ay3GioqKio6P19PRmzJhBFzOsWrVK4mcRKi8vP3369PHjxx88eEAfMTc379+/f319PY1wNTU1r19YUerq6mZmZiYmJqampmZmZj4+PrTukfDyql+/fs7OzpMnTx4wYIA4awAUFHQ1NYdragrfE6SxMZvNTlBR6a6q2lNDY3BFxYlnz4ZZWUXr6c1mMlVraq43NDxpaHiiGHVDfUsaTJgALi4wfjz8xy5R0sNkMoUzu3SbyZb8HmxsbLZs2fLDDz8sWrQoLi5OgnPDtGDm4sWLJfJRqKSkJPzUUFRUfP3u9kNUX/+QxytSUbFQVDSoq4tmMlWaTVGrqdnAIhtY5AlVVXD9Oly9ClOngqYmXLv26kk5OeDoKOuuixCtbXb37l0DAwN1dXULC4tz584tWrTo0KFDdEsT8fn6+vL5/Hnz5j1+/DglJaVLly50QzoxnT179tmzZwCQmJjYv39/BweHwsJCuk7G1ta2JX9EdGPUZvPKdOKZ3jJ+9913jY2NV65ccXBwkGoqvig+v7q6+rK6+sCamjAVFcu0NEeBgN2hwxhdXVdj440NlY+YwwKhpBKSkiApCXx84Pvv4fffISIC0tLAwgIcHKANH6SSzb2hO1q5ubkZGBioqqp+/vnnhJB79+6NHTtWghsH0jfohg0bjh49CgB9+vQRfyuAH374QXi8YcMGLpcr3FBJWIhBS0uL7hLX7HQNDQ3p6ekRERE0qc/Dw8PV1dXOzq7Zbl4AQO8IFRQU7O3tvb2927ybUtukpbmUlOzLyVlZUxPO59dWV4fm5KzgLnF+VXlHVZV88QUhhNTVkfv3yePHRDrFgESJVtHt2bNnS/b7pvh8/meffQYA9G0mEaI7/UqqTany8vLq06fP+PHjx48f36dPH9kkTvP8fSo3OhQ/WVdWdoTFgrS0SS16WWMj+fRTQisOPnpEbGzevH2VJHh7e6elpdHjI0eORL7cxo/L5d69e3fjxo2jRo0SHfdWVFSkSW1nz56lQ1k6Ojrp6eni90Q0c37s2LHwsnqtmLZs2bJx48aYmJiYmJitW7f+/PPP4rf5Oj8/vzeWrpQSgYBTVnaYy80pKTmQnb28sNCnoSE+OXkgi8VgsYDFgpgYjdqAVSQwkNTUkIgI4uFBDA1JUBBZvJgsWUICA8mKFWT69DacuqWBcPXq1cJP7V27dt26dYseczicyMjIbdu2TZo0qVmFAgUFBVNT06qqKglsHCiCTuGqqKgUFBT069cPACRS1VD047h3797+/v7CGwJFRcWJEyf+/fffrdo6mKqtrU1MTAwNDT18+DAds5o9e7aMNxPOy/sxL+/H3NzVSUkDMjMX0LdUbKx2evpX5SUnSFkZSU8nvr7E0ZEoKhInJxITQ+zsiJcXWb2aDBlCXu4fKSWiif6tTfrPzc2leduHDh1q29n5fH5CQgKLxaJf0vTO6W36W2oXXl5ex17uSHD06FHZBELSty8BIGFhTSu/rlvuUJ10uKUvzM8nX39Nxo0jCxcSae656OrqKixE+eOPPx45cuTXX391dHQUnf9jMpm2trarV68ODg6urq4WjX90HnfAgAEtvyz7L3SHnNGjRycmJjIYDHV1dYnUUduyZcvhwy9+7cePH5d4IFy5cqXwQ3737t1HjhyRbPtvVFl5kcWC5OTBXG5OefmJpqYXn5Ncbk5xsW9Kij2LxeDbdH9xye7sTAICSEUFiYkho0a9amXSJBIV1dpTt3RoNCMjg1boAYC8vLyOHTtu2LAhIiLi4cOHNCuJMjc3HzFixPDhw4cNG7Zo0aIHDx54enoeO3bMzs7ur7/+cnFxoQv+xEHHGebOnZuYmPjkyZPOnTtLozaYoaFheXm5tbX13Llz582b919rbt5JU1PT2trQgtzVAAAgAElEQVSazl8mJSVFRUX169evzenyrVVQ8DMAMTD4pqmpjBCeick2NjtOScmwuvoymx1fWRmoeC9Fb/486NcPnJ3B2xvMzKC8HJYtA39/6NcPAODIEdi2DXx9pddJ0dHC1o4cmpqa7t27d86cOR4eHiNGjBAtIf0WBQUFwkJi9+7dq6ioGD169M2bN2tra2ni8XfffdeqbsiXnByIjwctLRg8WGHKFI3aWvihxcsAjI3hzz+l2bk3YzAYv/zyC52PEFYX++yzz0RHv1esWHHr1q3z589Pnz79ypUrsbGxLBZr7dq1u3btavN5BQIB3TXT09Nzz549hJAFCxbQTQLec2w2W1gahsPhiF/QoyUqK08DgK7u1IqK4/n56zt2nN+16xEAUFb+pFMnz06dPHncXObic3DmDERHw+XLcPkyzJ0L48eDaObR4MEQFwev8idapoUB88svvwwPDy8sLCwsLFy6dOnJkyeFKTB0DW9AQECzbbWfP39Okz4CAwPpm8nAwKBIvNuL6upqWjj/yZMndNerrVu3itOgUMeOHce/pKmpWVNTEx8fL5GWCSFcLvfBgwcNDQ0VFRVsNrtt+1G0lkDAjY3VZbGAzU7OyJiVn7+hqenVVulcbmZx8d763UuIisqroVFLS1JdTUxNX7WSnU2GDpVBb8UxY8YMABg2bFjTa1ujUeXl5deuXduyZYuLi8vr1zRmZmYLFiwghNB3qYODg0x7L57ff//9zJkX+3f/888/O3fulPop798nvXuTadPItWsEgPTrJ/Uztp6rq+uQIUPGjRs3btw4c3PzM2fO/Prrr2fOnHn7driVlZU0qfu77757+PChsrIyg8G4cOFCm7tBS+V17dq1tLRUQ0ODwWAkJye3ubVmXRUOLNXW1lZUVLz9+a21ZMmS3bt3R0ZGRkZGLl26VBYDpPX17AVjco/153KzEhP7sFhQVfXfOxrm5pI9e8jw4eTSJXLxIhHd/HLtWnL8eGtP3opA6OLiMnfu3Llz51pbW1+4cGHHjh3BwcFv/wegV0P6+voFBQW0LLKY0zk+Pj4AMHbs2JSUFCaTqa6u/sZ9I9ug2dCoBHcGJ4QUFxcPGTJE+KUE95N8i6qqIBYLkpL6c7k5LBYjJkaDz3/TD1VfT4KCiLs7MTIiffsSQv4VCDMyyIgRMuitOCorK83MzESvirhcblRUlK+v76xZs16/TdTT03Nycvr555+DgoKKiooKCwsvXbq0YcMGen8g/vYxHz8Oh3A45M4dMm4c2by5vXvzBs2GRoXXCu8kGv/oKhpdXd3Mto7i0izN3bt3b9u2DQAmTJjQtnZkb8mSJfPmzdu8efPmzZvHjh0ri0B4+jQBIMOGkZSkhsUjc84OFQhalqBQXEysrV/spt7QQPr2JdnZrT15KwJhbGwsPV61alULr5IEAgG9bxs/frxwOqfNw82NjY308y4kJISmttM6WxLx8QVC3i+eVT85lKfsLCrazmJBRsaMd7yAzyd5eYQQ4uRE7t178eCBA2TtWul2VBLCw8OZTKaiouKDBw8IIYmJiaKRj5ak8fDwCAgISEhIqKmpiYiI8PX1dXNzE111o6KiwmQyL1682N4/zXvs+XPi6EicncnIkeT774l0iguKr82BkLwcGNDV1c3IyKBV3QcNGtSGycL4+HgGg9GhQwfhZmEf0H6fS5YsuX79xdZa27Ztk0Ug/PJLAkD27CE//0wASKtySs6dIwMHktmzyaBB5OTJNpxcuoGQEJKfn08vtP38/OjWepqamsKErlY5ceIEAPTs2bO4uFhNTU2C4wyEkJkzZwqP58+fz2azJdUyIaS4uNjQ0NDzJVPRWy4p4XCItjYBIGlpTfOnVG1wqClo8ed7YiIZMID88ANZupSMGtWSXUDfB7QeTbdu3Wpra/l8/tChQxctWuTn5xcbG9vQ0PDo0aP9+/fPnz/f2tq62Xo+LS2t0aNHr1mzZv78+XQAX2ZFID88Dg4vMhEEAjJvXhvGoGRj586dwrzf48eP379/v+WvFQgEwvhXVFTUtWtXAPjxxx9b24e9e/cymUwPD4/Tp08DQI8ePcRPbpeZdgiE8fFk/XpSUEB69SIAJDy81S2IMTrY0kDo7++fR28XCLlw4UJcXFzLz3H+/Hl4uXEuTWyxt7f/r+mct6C74fz11190n8nJkye3toX2Ulxc3K9fv+SXunbtKvVTXrxIAIitLcnMJAwG0dRsXao6l0uePCHPnpHW/zO1Fw6H07dvXwBYvnw5ISQ/Pz8wMNDDw8Pe3l7t33W8RLdiZ7FYwrLaAoGAljgfP378B/SZJTsNDaRHj1df3rpF3NzarzdSVFFRIYx/Dx48UFJSYjAYbdhpNj09PT8/f+jQoQBw8OBBaXRVSm7cuJH9coDx0aNHEkyYeLOyMnLsGNm/n8THk0ePyPr1Mv7kkcUO9YQQulHO0KFDy8rK6I6g27dvb1ULaWlpqqqqnTp1qqqqovkOwuze9187DI3GxRF3d7J/P9m+nQAQkfvdj1hsbCyd4GlWmofBYFhZWbm5ue3duzc6OvotizSEAxj79u2TZc8/DKWlL2aRqQcPyJQp7dcb6Xrw4AF9L126dMnb25tOLWe3cvKpsbHxyJEjdKBVsrMtH5XcXNKvH/H3JxcvkjFj2ja2KSYZBcKqqiphOsP169cZDIaKisrTp09b1UhJScnt27fpbia2trZS6qo0tEMgzMsjd+6QnBwSHU2+/ppcvSr1M74fhg4dSq+TjIyMnJ2dvby8goKCysrKWt7ChQsXAEBVVbVVwx7ywtKSVFa+ON63j3h5tWdnpIym5unp6WVmZtKCySNGjODxeG9/VV1dXUREhLe3t7OzM11Kb25uPnjwYNn0+YO0ahUJCHhxXFr6r1EHWZFRICQi6QwPHz5ctmwZANjY2LR2Kq66utrKygoAjr+vkxNvxOfzRbNbxVxD8m5bt5Jx48ivv5KJE8lPP0n3XO+TwsJCVVVVBQWFqNavqBVF6wL27t1bslPFH4OjR4mTE7l0ifzxB7G1FWdW5v0nEAiE8a+goMDExMTJyamqqur1ZxYVFZ09e9bT09POzk502zUGg2FpaUkfOX/+vOx/hA+DkxMRHXrt2fNFCqgMyS4QEkJoqdlevXqVlZXRXd1bMgUtnOyxs7NjMpkmJiZaWlo4zvCf0tLIwIFEOMU1fDiRmzsbusnDV199JWY7dXV1PXr0AADRwnvohadPyb595MQJ8qaQ8JEpLy+nQ1nr16/PysoSnTmmn0vu7u7W1taihT1pfWoPD4/AwEB6+Uu3ntDR0WnzMoyP3FdfvUpTJ4R06SL71ASZBkIOh0NrZK9cuZLFYn3yySeiu5ML1dbW3rp1a+vWrc7Ozs0KHysrK9PpHynV1vsYnD5NVq9+9eUvvxB///brjexUV1fTkShhvTRxREdHKyoqzp8/H7Nm5Nzdu3cVFRWZTGZISEhCQgKtpWwmuo0GgIaGhr29/Zo1a4KCgl6/ZRRNQ22UfvHeD8/hw2TJkhfH164RZ2fZd0GmgZAQEhMTQ6egQ0JCRN8Tojl+zfb4MDQ0pJM9YWFhDQ0NERERdI+CO3fuyLjzH4YzZ8h33736cv16IpM6ge2Orll2dHSUVINJSUmhoaHCmeyHDx/evn1bUo2jD8jWrVvptLHo51Lnzp2nTp1KE4/fOXFYUVFBN85dt26dbPr8IWlqIt99R0aNIs7OZMIEkpMj+y7IOhASQrZs2QIAxsbGN2/epIuaRfdWBgAFBQVra2tati0hIeH1FmhlZAsLCxlXr/4wZGWR/v1fjC0IBGTIECK51ZbvLQ6HQzcxFi5+koh169b9/fff9PjPP//ctm2bBBtHH4ri4mIlJSV9fX1DQ0NXV1c/P7+EhITWDhVER0crKSkxmczQ0FAp9fPDJhCQVtbclyApbsz7X9atW3fx4sW4uDi6hw6lra09cOBAe3t7WrD77ZtEb9my5ebNm48ePVq1atVff/0l/S5/ULp0gblzYcwYcHCAqCiYPBmsrN79qg/csWPHCgoKPv30U8d23eIOfZT279/P4/EGDx58+fLlNjcyePBgLy+vDRs2uLm5PXny5PU92uQdgwHtt1sngxAi+7POmTPn1KlTxsbGkydPHjp06NChQ7t169aqFpKTk+3s7Nhs9pkzZ6ZNmyalfn7AysshLQ0sLcHAoL27InUCgMXx8fUPH07V0/vqyy8l2PJPP/109epVuh4jLy9vzpw5a9eulWD76P3X0NDQpUuXsrKyyMhIupNamwkEgvHjx6empl66dIluIYfeF7K/Ca2oqKCF2JOSksRpx9fXFwD09fWxIJacu1FRYcdiucTHN0k6sQWHRhH9nJHUQsDi4uLy8nLRN9LOnTtbuw0nkjjmuwKl5Pn5+dXX1zs5OfXq1Uucdjw8PBwdHcvKymjSPJJbJ4qLAcCtc2cFkSx2hMTH4/Hozrrr16+XSIOdOnXS09MTndAJCAiQzW5/6C1kHQibmpoOHDgAALREsjgYDMbRo0dnzpxJC0BQdAZbzJbRB+RxbW1cfb2eouLkf6+0kQh9fX26/yUAaGtrfxBbqiIJOn36dHZ2tpWV1aRJk9q7L0iKZD1HePr06ZkzZ1pbWyckJDAkdP0+ZsyYQ4cO0SK5ixcvnj17Nt0GDMkDj7S0ezU1y4yNF2H2AZIoAjBizJiomzcPHz68YMECCbZsYGBgZ2dHj+/du5efn9+hQwcJto9aS9ZZo7TIgqenp6SiIJJnaWz2/ZoaNSZzmhzkBCEZu1ddrbhjh/vz57M//1yyLWtpaV27do0ef/rpp5JtHLWBTAPh/fv3o6Oj9fT06GYUEnTjxo1OnToBQE5OjmRbRu+zgKIiAvClgYG2YjssBEIft4CiojqBYOTIkc1KfKCPj0w/Pujt4LJlyzQ0NCTbckFBAYfDAYD6+nrJtozeZ4M6dHjW0DCrU6f27gj62CTW18fU1WkqKHyury/xxmklW6pbt24KCgoSPwVqFdkFwvz8/PPnzyspKS1dulTijbu5udE5wtjYWIk3jt43/8vPf9bQQI+P9+qlymyH5Gf0cTtSVAQAX3XqpCmFKBUSEiI8PnfunMTbR60lu0D4v//9j8fjzZ49m27Mi1CbJdfXe3XtaogDVkg6sjmcu1VVygzGVzj3LB9kFwgrKioUFBToTkyStW7dOoOX79fFixebm5tL/BTofVPP59fy+YoMhhreDiJJO1ZcLABw0dfXV1Jq774gWZDu8on8/PynT59OnDgRAOrq6o4dO/bNN99I73RITixLTVViMlUZjO7q6l/jqgkkUVVNTRPj4poAztnYfNJ+1S+RLEn3ajozM/Off/6hx1VVVadPn5bq6ZD8+MnMbLulJUZBJEFsgYAtEKgwmXu7d/cwMcEoKD8w6RwhhIBHyPi4uIEdOgCAuarqChOT9u4Rkh2pB8Lw8PDx48cDAJfLlfa5kJwY2KEDTg0iiTNUUtppadnevUDtQOqB0NHRMSAgAADy8vJmzZol7dMhebAQR0SRFNTy+cHl5QBgo6Fh8e/96NHHDYdGEUIIAIABoPDyAMkV6QZCJSUlYfF+BQUFHR0dqZ4OIYTaTFNBYaIU9jBB77/22aEeIYTeKzxCZiclBdrYtHdHUDvAQIgQQiAAeFBTM/TlCBaSKxgIEUIIyTXMQUcIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBcw0CIEEJIrmEgRAghJNcwECKEEJJrGAgRQgjJNQyECCGE5BoGQoQQQnINAyFCCCG5hoEQIYSQXMNAiBBCSK5hIEQIISTXMBAihBCSaxgIEUIIyTUMhAghhOQaBkKEEEJyDQMhQgghuYaBECGEkFzDQIgQQkiuYSBECCEk1zAQIoQQkmsYCBFCCMk1DIQIIYTkGgZChBBCcg0DIUIIIbmGgRAhhJBca10gzM2FgoJXxzU1ku8QQgghJEutC4S7dsHo0cDhAADs2AHR0VLpE5KN58+fV1ZW0uO8vLyioqL27Q/6+Hh6elZVVdHjbdu2paSktG9/0MfEz89v79699PjatWvff/99m5tq9dBo377g7d3m06H3yM6dOx8+fEiPT506denSpfbtD/r4PHz4kMvl0uP4+Pjq6ur27Q/6mPB4PB6PR4/5fH5jY2Obm2p1IFy8GEJCIDW1zWdECMmRpqYm+oFFCGnvvqCPTXp6+u3bt2/fvh0fHy9OO4qtfYGCAuzeDZ6e0KOHOOdF74XDhw/funULAB48eDBjxoz27g76CC1YsEBZWRkAYmNjV65c2d7dQR8JDocDAFlZWffv3weAZ8+eaWlptbm1VgdCABg2DIyNITQUJk168cjTp9C3LzAYbe4GkqmsrCw6O+jg4DB06FB4+a5CSAIICQ0N/X3HDnppdfz48c6dOwPArFmz2rtn6GNQFBOzbMuW3NzcefPmjRkzZtWqVQBw5cqV0NDQNrfZxuUT27dDefmL499+Azs72L+/zX34OCUlJQmPnz9/LhzLlraCxsZUNpv+x+fz4flzePYMmppefDsu7sSqVd27d1+6dCkAWFpa9u/fv3///sbGxrLpHpKgX3755fr16/TY39//0KFDsu5BXR2sXg1OTuDsDEFBAACHD0OfPnGbNt24ccPf31/W/UEStWbNmqaXHx07d+4sLCyUdQ+SkmDCBHByAgcHOHoUGhrAyclw5Miku3eTkpKKi4sldZ7WBcJVq2DQIACAjh3h4UNQU4OAAOjdG/h8WLMGJw7/xdnZWXi8aNEiCf6bvd2O3Ny/i4uvlpdfzc3lTJgAO3bAwYNgbw/Pn8PPP0O/fi43bzIYDCsrK+FbHH2gampqhLfy9fX19fX1su7B4sXQqxdcuwYnT4KPD9y7BydOQGLiYjW133///fr16+PGjVNTU6PPtbe319fXl3UPkRiCg4P5fD49vnnzpqxznfh8mDULfv8drl2Da9fA3x+SkqCxEZjMf378MTMzc/r06WPGjKHP7d27t6ura5tP1bqh0U8++deXY8YAkwksFri5wfHjMH8+RESAgkKbO4Mkw83Q0EJVFVasgLlzYc4cAICwMFizBpYsAXV17dGjs4ODjT75pKysTENDg77E3d2dycTqCgAADQ0Nubm5PXv2BACBQJCQkNC3b9/27tR/ysjIiImJAYC8vLxPmv19ShuXCw8fwunTAADa2vD993DyJGzaBIsX67q6fq+kBACbNm0SPn358uUy7R76oASVlZ0tK9NUUACABYaGAzt0gPR00NeH3r0BANTUYP58uHIF/vwT9PT66ekBAB1yp7p06dKlS5c2n70tc4RJSbBoEfzvf7BwIfj5gZsbhIbCzZtw/z7s3t30/fdtabNVGhsb6fQ7APB4PEVFRcb7Nz9JCPn111/pcU5OjpTOUlpaWlFRQT+16+rq0tLSQEvrdEmJjqKioaLiFCenF88bMwa+/hrGjYPcXNDVNQIAANHLcx0dHSn1UCL4hK/AkNEVVnp6+oYNG+hikoaGBjc3t6dPn8rm1G0QFRVFBxuePHkivUDI4/GUlJSaH5eWgoHBqycZGUFxMYwYIaU+fEwaGhry8/O7d+8OAHw+Pzk5uTf9uH//uLi40E9Xer0lPXUCgXPHjl+JvqOqq6FDh1dfamlBYiJ06yaNs7flJuDwYYiOhgUL4NdfoVs3ePIE9u+HQ4fA3j53585+cXFxEu9lMwMHDqyrq6PH06ZNS0hIkPYZ24DBYIx4SVtbW0pniY6OPnjwID3OzMzcuHEjANhpag7X1v70+XPR3rw40NWVUk8kiy1g7ynZsyJ3xYHSA02kaeizofUCmY/7fQjc3Ny2bdu2bds20aF4yeLz+dbW1sIvraysXhwZGkJREbwcOoO0NDA3l1IfPjJpaWlr1qyhx3V1dW5ubu3bn7cIDg4ODQ0NDQ0dRGfFpKmIy02sr0+sr3+xzsbSElJSQCB48e2nT6FXLymdui13b7/+CteuQWIi+PjAoUMwejT88Yfg88+f9+69Kyoqcd68eQ8ePBDescmzkSNH0gPpBcI36q6ubqGqCiYmcOsW0HHzyEj49FNZ9kEcBMiE5xNctF2WGyy/XnM9qj5Kxh1ISUn5+eefAUBmKU4fJEVFmDoVfvoJfvgB8vJg5044c6Ylr+MKBOfLyuixibLyyPd7NALJTCqbzWQwAMBKXV2BwQA9PXB2hm++gXnzIDERQkPh7l0pnbotgVBFBY4dgyFDYOdOmDQJNm7M3bfP2c2t6e7duzdv3nzy5MnWrVs3b94s8b6KCgoKUlVVBYB2SGR6z9y5c4cuzyoXJvJSP/8M06bBkyegqgpBQRAQ0D79a72Yhhgmg7m682oA6KUqrWvAtzA0NHRxcQEANpsdEhIi+w60kLOzc9euXenx4MGDhXkNkpWQkFBRUXHx4kUAKC8vF5blAwDYsQP8/cHTE3R14fhx6N69JQ02CATnSks9TU0BQE9R6jMp76fk5GQ6fiOsvPMeGjp0qDB1oF+/fsKUAikZqaPzr6FRANi2Da5fh9BQMDaGW7dAXV1Kp27ju9DWFn78Ef73P+Lre/LQoYmBgYKEhKRt27YdPXp05MiR27ZtmzRp0uDBgyXbV1Hl5eUqKioAIE5ZHam6cuUKPWhsbJw+fbr0bgr79u1L10KkpaX5+/uvNjU1oFM4WlqVR4/GZGWN0dSEVatAym9iCcpuzO6p0rMdO6Cjo0MHgoQj8O8nR0dHeuDv77927dp169bZ29tL/CwJCQkj6uvtPT0BoAZAr6Hh1ff8/ODmTfDwaO3UoJaCwgjZDpO8bwwNDZ2cnACgvr7+2rVr7d2dN6MLcgghPj4+d+7cWb9+vax7MHUqlJTAH39Ie0Cr7Zdjv/wCDx4sunjxiJHRsoCAgCFDhuzevdvFxWXlypWhoaH0dk16FixYoKmpCSLx5n3T6+VwtrOzc1hYWMeOHadPny6NE+nq6tJpGzqOZ6KiQh/nnT/vZmBQZGi4q1u3kR9OFAQAfUX9kqaSZg8W8YpOVJz4xegXBrx3iVHtTk9Pr7y8/PTp06tXr5Z448ZxcXt4PIOcHAAwANgseg8XGAi3b0Pr09YzOJxlqakA4Na587D3KSIKC8ExAJSkmYKnq6s7ZMgQAHj/668yGIxLly5FR0dfu3ZtypQp0jhFKY9no6Gh1OzR+nq4fh0aG0EkO1RK2p4xr6wMe/Z8r6qq+scffxQXF69du1YgEMyfP9/Dw4PFYn364cxISRsdZDt+/LiMz6t08eLskycB4Lfs7FrpDJpJySD1QfHs+NiGWABgC9j1gnoCZGL6xI2FG31LfKV99qampunTpwsEAgDQ0ND4IGqRT5w4UVtbm8VipaWlSbxx5bq6LgIBS1//aLduIHrtXFMDUVGgqAjjxrW8tSZCAMBCVfVgjx4He/R4r6IgAEyKj/8xPf3H9HQfqWV6f4imTp0KAOfOnZNG4wIAz7S037KzOzQbJw8NBQ4HBg8GQ0NpnPdfiHh+++03ADAxMSkuLu7fvz+TyRwxYoSYbb4dm83ev38/reFLCLl7925VVZVUzyimsrIyFRUVRUXFwsJCiTd+5MiRO3fu0GMej1dRUfHiGw0NREODr6CwMC7OjsX6LTtb4qeWqgR2wuTnk8emjZ2QNuFJw5OZGTPPV55nPGYoxShF1UVJ9dRz5swBgG3btkn1LBI3d+5cANiyZYvEW74yezYBIHp6xNycAIR16sThcAQCAQkMJADEwaHlTT2sqXGJi3tUW7sgOVni/ZSIL+LjZXCW69evX7x4kR7z+fz09HQZnFQcmZmZDAajQ4cObDZb4o2HVlTYsVhOT59y+Px/fWPuXAJAvL0lfsbXiRsIm5qahg4dymAwjh07dvHiRbrA6PLlyxLp3Bv9+eefAODp6Sm9U0jcF198AQA7d+6UbLMVFRV0fDg1NbX59y5dIgBk0KBMNntoTMwAFutBTY1kzy573+V+B4/hk/hPynhlUjpFaWmpqqoqk8nMzMyU0imk5OrVqwBgZWUl8ZZHm5vnMxgEgAAImEzf4cOXLVs2fPjwxC++IADEx6cljTQJBPvy8gayWHYs1ubMzGWvv2PfD5Pi4q6Ul18pL0+pr5fSKQQCQZ8+fQAgODhYSqeQBltbW2l8tvMFgmkJCXYs1rnS0n99o6mJ6OsTAJKSItkzvpG4gZAQ8ouV2esAACAASURBVOzZs7CwMHq8fft2ADAyMiork8pHlUAgoHNvp0+flkb7UnL+/HkA6Nevn2Sb3bp1KwCMHz/+Dd9btIgAkK1bCSF/FhTYsVhfJiSwm5rafK7qpqZnDQ30v6qXt+My1ihoHJbyf/buO6yp630A+JuwpzJkqSi4QbGIuFBxgFYFN2pVrFrE0iJu7bCi9ttfUVuLdbcubNWqtSq4EJzgwqDIkiEge4eZEMg4vz+OphEcjJsgzft5fHxCSM49gct9zz3jPcMgGtyeu0mIRB6HoD0ckydPlkfhciUUCk1MTAAgNjaWwWLDwsIAoKu2Nu/OHcLhJF644OPjY25uDgAaLNYmAMHjx+8tpLC21ispyYHDcYyOPpCbK37vG1rPxNjYCyUlF0pKEuQWCOnUmI4dO9bW1srpEPJA04MsWrSI2WIvlpQ4cDjusbF1ktf/om/eJACkRw9mD/c2DARCWWKx2NnZGQCmTZvGbMkUncPdtWtXYStdi5untraWpnGJiYlhqkyBQECvR+Hh4fW/JxYTMzMCQOLiCCF1Esln8fFTtmxZv359sw93oaTks6SkX7Kzf8nOflpd3ZKat0RWbZbRUyOIhsDCQMYLF4vFVlZWAHDlyhXGC1eApUuXAsA333zDYJl0Lez//d//yT5ZVlbmN3s2nV/QvXv3N5yBMiKzs8fGxDhwOBNiYx9XVTFYN3lQQNeoq6srAGzbtk3eB2JWcnIyALRv357B+C2USKbExTlwOBcb3jitWEEASAsuWU3CcCAkhKSnp+vp6QHAiRMnGC+czg7fuXMn4yXLG020uHr1aqYK3L9/PwD0799fImlwb3T3LgEgXbtKn4iKilJRUVFVVeVwOM073IWSkkNyGONshpDyEDpYeK/6HrMlBwcHA0C3bt3E4g/5puWt6NaS1tbWbzglWlCgoaFhZYN+9Zhffglu187GwAAAWCyWp6dnw04goVDo7+9vYGY26fFjn5SU0ro6RmolV/IOhLGxsXSwraysTK4HkgeaB+7atWtMFXjy0qXZ9+/PiI8XNzhjd06fntCtG7kr3wkBUswHQvJqGK99+/ZZWVkMFhsVFQUABgYGVR98u7Khhw8fAoCpqSkj97JisZh2EZ88ebLhd3/YuHHOsGGcLVtkn6S7dtnZ2dU1+npUIRQ+raq6UFz8R0HBhZIS7+TkPbm5e3Jz+a0dJ1Zkr4BosIyzLBWWMljshAkTAGD79u0MlqlIYrG4Y8eOAPDw4UNGChw9ejQAbHn9RKIGDRrEZrOvh4QEBATQFb2mpqZBQUHSF2RmZg4bNgwAVFVV9508KZeObDm4IzPz7lFl5e95ecyWT+c0rVy5ktliFcPf3x8Ali5dykhpAoHA0tISAM43iKw0u6+pqanCmqRyCYSEEJr50NXVlanGKSGELmH59ttvmSpQwehqv8uXL7e8KDqP2crK6o1hlR7o5s2bsk/yeLxu3bo17OaiRCJRamrqnZycYwUF37944ZWURLuz6L+hjx+fLyn5v8zMp9XVT6urhcz9TpunVlI7KGkQRIPPYx+mTrC0tDQ2m62hoVFUVMRIga2C5hhi5Dp79+5dAGjXrl3De5eioiI2m62pqcnj8Qghqamp0t1wJkyYkJGRERwcbGRkBACdOnWKjIxseWUUr6Sujs4yi2RuUnpubq66urqKisqHP030jWgeaVNTU1ELZhtI/frrrwDQt2/fhtGOJibz9vZu+VEaSV6BsLCwkA7d7927l5EC09LSVFRUNDQ08phuoykMnYgxZ86clhdFt5XftWtXw2/RlWSGhoZCoXB5aqpPSopPSsrK588JITdu3GCxWBoaGk+ePImPjz99+nRAQICnp6eDg4O2tjYAzL98WRr8HDicEU+eeCYmbkhPP5SXd7a4+APpGqXSa9M/Pv2xipoKU/3ka9euBYCFCxcyUlprefDgAQCYmJjExMSkpaUVFRVVVFQ0ryiatsbf37/ht44ePUpjnvQZiUTy22+/GRgYAIDGq5QO7u7uJSUlP/74o/Rv9uDBg0+fPm1efRTvaH6+A4fjEhNTwlCnLk20zcgVoLXQjW5u3brVwnJqampo74V0GYksBwcHALh06VILj9J48kr0Z2JicuDAgWnTpq1Zs2bs2LE9e/ZsYYE//fSTWCxetGgRnSHSFi1YsOC77747e/bsokWLaMNQX1+ffktHR4emKWez2dJkbNra2vSawmKxpNskaWlpJSYm3r9/39DQcNGiRQ2PQucTTZw4UVVVNbu29oyNDc1jmykQ5Nva9ujTJyUx0d7evt67WCxWly5dOpaX2/Xta6Wpaamp2VVT00Tt31QPwfUSmbY2K3WrL7W+DBWFrlmzZtCgQTRJR7PV1tbSi7uPjw8z9Wslffr00dLSEgqFH330kezz9FwyMDDQ0NDQ1tbW19fX1NTU1dXV1dXV0NBo166dlpaWpqZm+/btNTQ0dHR0cnNzw8PD9fX1ly9f3vAodKnGxIkTpc+wWKwlS5ZMnjz5yy+/lGZnTUhI2LNnz/3796dNm0b/bKOjozt16vQh7+8oy9PM7EFl5aOqqs0vXuzs0aOFaWZ4PN7vv/8OAPSuvY0aNmxYcnKyh4dH9+7d9fT02rVr1759e319fT09Pf1XGj7TsJxdu3bl5uY6ODhMnjy53rdyc3MfP36sq6s7ZswYhXwmAGjxgvp3o2uThw4d2sJb6dLSUh0dHRaLlZCQwFTdFO/hw4dsNpuu/GshdXV1fX19Pz+/iIiIen2Dw4cPB4AzZ84QQqbHx6fy+Wl8flFd3bGCAgcOx3HBAgBQUVGxtrZ2c3Nbv379gQMHIiIi3jvsWiEUfoCTHfz8/ACgS5cupaUtGizctWsXyGF9i4LxeDxprtE+ffpYW1sbGxs3+3zT0NDQ1NT08PAICgqSzVkhFApps+z58+cN63DmzBkA6NSpE9001dPT8+OPP056tRTMx8fn6tWrCvpxMKGwrm5MTIwDh3OqsLCFRQUGBgKAc1PyD3xoEhIS6HW4qedS+/btLS0t+/btO3To0PHjx0+bNo12QW3durVhjwX9Y5w5c6YiPxqLvEytJxcVFRV2dnZZWVn/93//9/XXXzevEELIqlWrAgMD3d3d6by+tig5OXnIkCHl5eXq6uqBgYEqKioikaiqqop+t7q6mmYKFYvFlZWV9Ekej0dTikskEmlCQj6f//z586Kif1NxWltbz5gxY+bMmY6Ojlwu19TUVFVVtbi4WE9Pb0ZCwmB9fRZAXx0da03NU8XFOX/++fuGDZ999tnBgwcV+vnlQygUOjs7379/393d/cKFC036Ey0qKnr48OHdu3fDw8MfP36sp6e3dOlSuhC2Laqrq5s+fTpNvTtixIg7r29YU11dXVtbW1FRUVNTIxAIysvLa2treTxeVVVVbW1tZWUln8+vra0tKysTCAQ1NTUPHz6U3U1aXV195MiRbm5u7u7uOTk5zs7Offr0SUxMbFiN9evXb9u2bePGjf7+/vfv39fT01u/fn11dTW98D179uz3338fP368nH8YTLpRVrYuPb2PUPiVnp6trW3zCklOTnZ1dc3Ozg4ODqY5F9ucpKSkMWPG0N1+du3aZW9vX1VVVVlZWV5eXlFRQR83fKaysvKNmesNDAyk25iYm5s7vDJs2LA5c+aEh4f/8ccf9D5KQeQdacPDw1kslpqaWpMm7ldWVkZERAQEBLi5uRkZGampqWlpaR0/flx+9ZSrvLw86XY5n3/+eQtLo9kv+/bt+8UXX8h2FFtaWtJxnY8//pi+cnqDeclTpkwBANnZfW1dZmamoaEhvGXEtJ68vLyTJ09+/vnnfV7f4ZN2QZubmxcUFCigzowTiUQeHh4AQFM7/fHHHy0s8Ny5cwAwaNCg7du3Ozs7q8okgaQ9XW9bCEQnmsrmTGnTd4TU1kuX2KqqdnZ2AoGg8e9KS0s7cOCAp6dnly5dAKBz584GBgbVrbcGtyUSExPNXiX87NSpU5N6+CQSCZfLzcjIiI2NjYyMvHz5Ml1WoKam5ujoWG97BhaLxWKxVFVVW9jH01RyD4SEEF9fXwCwsbF5R546kUgUGxv722+/LVq0qE+fPvWa9nRh4uDBg9vWOnqqoqKCjsnRq23LJ9FVVlbSIUYulysWizkcjr+/v9WrzcHNzMykE5TqBUKJRELn8rW5/GHvFhwcTCcBvbGxVVBQcPr0aT8/PwcHB9nzSkdHx8XFxd/fPywsjM/n0zbE6NGjGZkRp0hisXju3Lk0RLFYLB0dnZavLyotLaVzaPl8PiGEy+WePHnSyclJRUWFtrSioqLeWBMaJmVntP0HAmF1dTWdJPLu6bhCoTAqKurnn3+eMmUK/UOTMjExoTOJfH19FVZtpsTExNB8IBYWFvCW+VNNRW8MYmNjhUJhfHz8r7/+6uTkRK+QGhoair/nUUQg5PF49DSql9mkoqIiLCzM39/fzc2NNuql1NTUHBwc/Pz8goKC0tPTy8vLaavqu+++U0CFmUU7guiKmS5dujAy3Z+m7zl79iwhJDU1denSpdKG1bfffis9RFBBgezB4uLiaIOu5RX40CxbtgwAunXrRkez8vPz3xv8Kisr79y5s2XLliVLlhBCCgoK6O31pk2bWvvTvIdQKMzJyZF+mZKSMmXKFH19fW9vbwDw9PRk5Ci09Xbz5k0ej7dz5056AtP75gsXLrzxLbSztHPnzrJPbtiwITs7mz7evXt3s1M6tC4Oh6Ours5isepNZRQKhRwOh/Zd0VAnZW5u7uHhERgYyOFwJBJJXFycpqYmi8WSaypmxolEInr1/vjjj7W1tVksFiNrPz755BMA2L9///Xr12fMmCHtcujdu/f//ve/Jt15M0IRgZAQwuFw1NTU2Gz277//vmfPHk9Pz4bzSK2srObOnbtz586HDx/y+fzo6Ojdu3d7enrSBkhERISKigqbzW75zF15k50gHh8ff+3atV69es2bNw+YS39F8/7NnDnT09OTnkNsNtvNze3uq0QMVVVV0gSwUnv27AGAefPmMVKHD4pAIKBTrq2trbt37y57Xunr60+aNGnbtm0PHz6sqamhly0XFxctLS36AhaLVVxcTAi5efMmPccYzJ0hD5mZmaNGjZJ+aWVlVVdXFx8fTy9YoaGhjBxl5cqV9PIn7X63tbUNCgqS9srExcXVu78JCgoCgOnTpzNSgQ8NTe1rYmKSnp5OB25kzyLK2tra09PzwIED8fHxubm50tYYzY1MR6BNTEw+5B746urqSZMmSb90dnZ+8uTJp59+Spf9ubi4MHIU+qOQNh1UVFTovq2y9wlTpkxR2OxIBQVCQsjXX39dr8NTR0fHycmJ3va9ePEiPz8/ODiY3iDK7ufer18/WsI333xD25v/bjb0QbKyspI+tre3Ly8v5/P5tG8hjqEETnQeNqWuru7p6ZmYmCj7gvj4+K+//rreu+bMmUNbYYzU4UOTnJyso6NDf866urouLi4BAQEREREVFRU3b97ctGnTqFGjZAck2Gy2nZ2dn5/f2bNnaQcgIWTz5s30UpWbm9u6H+cdGgZC8moFobm5OSNdu0VFRfRsoezt7YOCguqVzOfz79+/L/sMHQRpcztYNZJIJBoxYgQ9c2TPon79+vn6+p46dSo/P//Zs2cHDhyYP3++9AaaWrZsGSFELBbTJQFTpkxp7U/zVpWVlf3795d+Kb2aDRw4EJhInPn48WNvb29pA8Lc3Hz9+vVvzEGWnp7OYD6Wd1NcIDxx4gQAGBsbe3p67tmz5/Hjx3w+/+HDhzt37vzkk0+kc0mkevbsuWDBgr1790oTVQuFwsGDBwNznT9y0jAQ0smusqdX84jF4uDgYEdHR+lPacGCBdJ+p7e5ePEiPZ86d+4MAG16Cco70C0+LC0tHz16JHvnV2803tra2tvb+/Tp08X1tn0hhBAiFovHjRsHAM7Ozh/sYGFmZmb37t0DX6HnGw1CLU9m++LFCz8/PzrJEwBYLBZdivMOPB5v2rRpRUVF9M/z+vXrLazDB2vfvn1qamoaGho2Njb0LCoqKoqPj6eTYujfl5Senp60NSZNVJ2Tk0OHgX7//ffW/SxvU1lZ2bt372evdOnShbza7UBHR+f69esZGRnN6LoUCASnT5+mI/HSNoS2gUFBI/Yp2rhxozwyV8tSXCCkyVD2798vEolWr17t5ORU7wqlr6/v4uKyYcOGixcvvm0Xp+fPn9OJMx/yDFJzc3P/V8zMzG7dukWHWz7++OOTJ08+fPiwGUm8BAJBUFBQjx496M/K1NSUJsB971TJ33//vU+fPlVVVc+fP6cNEYU1shSMBrDAwEDyau6i9O/N3t5+xYoV58+fb8xUtMLCQprzYsOGDS2qUFQUmTaNjBtHFi4kjN5fZmZm2tnZXbp06dKlSydPnjQxMfH09KSX144dO7q4uHh7ewcGBoaFhaWlpTX+152amurt7U3nndKedpqr772Bzd/f39PTs66uTktLi8VitcV00o1Es6fu2rWrsrJy69atkyZNku27ovc3s2fP3r17d2xs7NvyZP799980qCQnJyu4/o1RWVlpbGzs5+fn5+c3b948HR0dGxsbAOjUqZPsJ9XU1LS2tnZycvLw8PDz8wsICDh9+nRERERaWlq9bMY5OTn+/v4dOnSQXue9vb3j4uLWPH06KDr6vRnsUlJSevToIe/EhwoKhI8ePQIA6exh6RRH2qVOx5MbmV+VTr1t167dixcvWlQnkYikphI57JtoaWkZGRm5b98+Dw8P6SBwvbEEDQ0Na2tres2i5xCHw2mY458QUlxc7O/vT3v8AKBbt26BgYE1NTVHjhwBADc3t3dX5urVq/Tv7fTpPxvz+jaKZgrV0tKioW7Tpk0ODg6rVq0KDg5uxnX59u3bqqqqbDa7+fsx5eYSW1uSmUkIITdvEgcHwlz64BcvXjg4OGzevNnR0bFeNx00oKenN2DAgDlz5mzcuPH48eOPHj0qb3Dpefz4saenJ50Rqqam5unpSbsNVq9eDY2YoVZTU8Pn81+8eDJ4cF8Tkw5vm0rT1slexAQCgbQdTyfF0HHBRjY76IyBgQMHNj4D/huUl5OTJ8mePYS5zd0IIaWlpdbW1l988QVtDlLGxsZz5syZMmXKkCFDOnXqpCaTc6ohFotlZmb20UcfTZo0afTo0dLT0sHB4eDBg7xXGz3uzMlx4HD2NaKNKF1ucOvWrbVr1zL4YaUUFAjpeIN01OrMmTNXrlxpdsuRLpkaPnx48zuvOBwycCD54gsybRqZOZMwtMNWWVnZiRMndHR0ZNuJFhYWPj4+W7ZsWbNmzYwZMwYMGCDNl9aQmZnZsGHD5s2bt2HDhl9//XXJkiXSTqqhQ4eeO3dO2lxIT08PCgqiDSU+ny8d5XqbmJjpp06xjx1bKZ1bX1lZ+Z9pvNNMoQzuGkqnIxkaGjazvbV7N90V+aUJE1p+teLxeGFhYX5+frKLRzU1NbW0tAIDAzMzMwUCQWxs7NmzZ3/88cdFixYNGzZM2n6qx9TU1NnZ2cvLa82aNaNGjaJPamlp+fr6yn7eu3fvfvPNN29cKdFQUdF+Dgd27ND9559/zp07R5+MjY09cOBACz/4B4JexL766iv65fbt248fP/7egYk3Ki8vp4NBzV+KUFRE7O3Jnj3k/Hkyfjw5eLCZ5bzC5/ODg4O9vb2lt24AYGlpqaenFxwcXFdXV1lZefz48du3bycnJ/N4PC6XGx8fHxYWFhQUFBAQ4Ofn5+Hh4eTkZG1tLbvqlEZNDw+PhnP3bpSVOXA4PikpjaxhRkaGhYXF+fPnZZfJNmb1cGMoIhDm5OSoqampqakxtStTcXExvRa8cSOFRnF0JM+evXy8bh1p2U8zMzPzwIEDbm5uNF8oZWNjs379+h49etBgc+nSpV9++eXChQuxsbFVVVV8Pj8tLS0sLOzAgQPr16/38PBwcHDQ0dGpd8Gi85VdXFyCg4PrHXTFihXSpjcdK3pHDQUCwcWLahwOfPWVl/Q0Onz48Pfff9+SD/6BqK2tpRnemdp+iBAikUhoFsQhQ4Y0odmek0OCgkhQENm48bVr0+LFJDSU2NqS8ePJ2rXk2DHy5Ekjm1/p6en07JImswYAIyMjT0/P06dPV1ZWPnr0iL7y448/trGx8fDwoJnzwsLCCgoKysrKOByObIJ12aRrqqqqqqqqenp6fn5+DecHubu7SzNg+fj4xMfHv6OeL14s5nDg8eN1v/32m/QPMywsTJF7CMgP4xcxOg1eVVX13r1mbav53Xdk9+6XjysqiJUVadaQB5fLPX36tKenp+xZQbtGafrGHTt20FfSG2LZFli9rtGgoKCwsLD4+Hgul5ubm/vo0SO659Ty5cvfeOjSujqa2b/hZoRvFBAQsG/fvrS0NOnMVbFY3K1bt2Z86obklXRb1u7du4VC4dy5c+sNJjebsbFxUFDQ+PHjN27cOGbMGDpE31giEQgEUF0NvXu/fMbdHXbvBhsbSEoCS0vo2hUsLeFNiWLrSUhIuHjxYkhICD2VAUBFRcXJyWno0KFeXl50Lru3tzddYnzixInjx49L32tgYGAtw8XFxdraulOnToWFhRkZGRkZGenp6Tt27Kiurr5y5crHH3/chA/4Jmx2mZmZkM3WVVMzbWFRH6AzZ84UFRX1799/0KBBTJXJYrGOHDkyYMCABw8efPfddwEBAW99aXU1PHgA4eEQHg6PHwMh0Ls3rF0Lz5//+5rUVNDUhIQESEiA0NCXT6qqVo8evcTIyM7Orl+/fv369aOLZQFALBbHxMSEhIRcvHgxOjqaPslmsx0cHGieswEDBkjnYNPpfAAQGxubl5dXL/OZ9EyzsbFxd3dfvnx57969S0tLU1NTk5KSfH19VVRUsrOz6411UXl5eWKxmD4uKiqqra19x0+Mx3sEAD17TuNw4t7xsjbq119/ZfYiNnz48LVr1wYEBMyfPz8mJoZOfWiUtDRgsSAxEaRJz/X1wdAQHj6ExYvB1BQ6dgQTE7CwAFPTgs6dS4yNTU1NZe/zACA7O/vKlSshISGhoaE0uSMA0FbU7NmzZfMu0VU0AKClpTVr1qy8VwQCQXp6enp6+hvrOHny5AsXLjg5OR07dozP57/xNYZqahbq6nl1dekCQffXR47eiO7d8bYjtpDcAyGfz6dz/Wl+ZKa4urouX748MDBw3rx5T548ec9pJBRCbCyEh0Nk5Mt/sqMpqqogEsGpU/Dbb/8+2b49dO68zNYWjI0tX+nSpYuJicmDBw8uXrx47ty5lJQU+lptbe0xY8a4u7tPmTKF5hqWsra2pg/c3d3bt2+f8UpZWVl0dLT0GveqIqqWlpZWVlY///zzp59+evbs2YSEhHpj1LJu3LjB5XIBICoq6t0xoLr6NgDo6g4HYIeFhdEsfw8fPuwtbQ20Zfv37weAL7/8ktliDQ0NT506NXLkyG3btg0dOpRmp6NqamoiIyOvX78+JyXlo+BgeBUtQE8PnJ3BxQVmzoRhw8DVFezt4cwZ0NWFkSMhNxcSEyEhAaKjITER4uKK+Py/wsL++usv+u727dv369evXbt2kZGR5eXl0ifHjx8/adKkCRMmvK2rk4qPj09NTU1OTk5OTk5NTU1JSUlNTW14pqmoqHTp0uXevXtjx4718/MTi8XvSMydnJxMW3LSvLhvJJHwBYJnLJaallZ/gLgjR47cunULALhc7oABA971U24L+Hz+oUOHAOCNe3E025YtW27cuBEVFbVy5cr35P5NT4fISLh7F65dgxcvYOlS0NcH2Rye1dVQXg7PnsGzZ7LvSxw1auytWwCgrq5uYmJibm7eoUOHnJwcuo6LPj9u3Lhp06ZNmTLl3Rv72Nranjp1SvplTU1Nfn5+Xl5ew/+zsrLoAkGaXqf07RvX9NPVzeNyY3m8xgRCqSdPnjCerlbugTAoKKi0tHTYsGFNu29rhICAgJs3bz59+nTNmjUHDhyo993y8vL8qKg+N25ARARwOFBX9+/3kpMBAPLzgf7ib98GR0fo2hVYLMjKgsxMyMyE8nKorj747JlAJJIttkePHnTDPwAwNzefPHnylClTxowZI9tt9UazZ8+ePXu29MuysrL0BjIzM+kDOm2Bzq+pqal5W5l0JjcAyHbKv1FVVQQA6OmNABB06NCBhmc5ta0U7NmzZ3fv3tXT05Nd98aUwYMH/+9//1u3bt2iRYvoNJPw8PDw8PDIyEiBQAAA2qNGfcRigYMDuLiAiwuMHAnS7vGrV2HnTjhwAPr3h7NnAQAsLMDCAqQzyGtqNJKSDsfExMXFxcXFxcbGFhUVRUREWFhYlJeX0+1B3N3dR44cKdvl/g4GBgaDBg2q1yQqKytLSEhITEyUnmYJCQm5ubk0pqqrqwsEAjrh841lHjt2jJ5jGRkZ7zg0nx9NiEhb257N1gKARYsW0ST74eHhdD+KNu3IkSOlpaXDhw9nsMsBANTU1IKCghwcHA4dOjRu3LhZs2ZJvyUSiWJiYiIiIuY/ftzh6lUoKfn3bR06gJYWjB4Nx47B2LHAYsG9e2BuDs7OEB8P+flQUACFhZCbC0VFFRoaNkVFBQUFXC43JycnJycHAPT19TU0NFxcXDw8PCZPnvyOKQvvoKWlRXsa6j0vFApv375NdwV4byAcpKdXKRIZve/yVY+9vX1oaCgASCSSlm/wR8k3EJJXe2rIYwsuDQ2NEydODBw48LfffqO/1MLCwqioKLqfwJMnTxx6946i3UQqKmBjA8OHg5MTjB4NnTuDtjZMnw6zZ0NhIURGwuXLoKcHMoEKSktF2dl/Zb6UlZWVlZWVkpLy4sWL9u3b+/j4TJ061dHRsRk7klAGBgY027rsk7W1tS9evMjIyKDLJN4bCEeMGEHHsWQ3o3ij6uoIANDVHQEQRmdz0Xfl5uY2r/4fjj17WD5u2QAAIABJREFU9hBCFixY0ITOpaZYs2ZNRERESEiIjY1N3avmFO2lHDt27MfjxsHQofBqQtNrOnWC7dvfVbSWVkd7+0Uye0MWFhZ6eXldvHjx+++/37BhAyP1NzAwGD58ON2ci6IZ2mhjS0ND492B8IcffqCt++zs7HcchfaL6ugwGSc+EISQ3bt3g0wnIYN69+69bds2X1/fzz//nO4eQ5tZd+/epd02lkOGzCgpAXPzl5ev4cPB3h7YbCAEnjyBUaOgXTsQCODgQdDSAltbeH1/jGkA0wAAoLa2trCwMC8vb+7cuRkZGffv32/hFp71cLnc69evh4SEhISElJeXW1pafvLJJ+8NhOYaGnoqKqFcbiiXO71Dh4Gv/wn37NmzqqrK8BUDA4POnXfx+ZCTA3/9BYaG0K4dMLV5knwD4dWrV589e2ZpaTlt2jR5lG9jYxMQELB8+fJFixatX79ettGqoaGh06GD+NtvVZycwMmp/pjfxx/DgAHw6BE4OsKWLdBwNrCRkaqR0ZTXdzc9c+bMrFmzXF1d6V7zjNPQ0OjatWtOTg4dmHlvIGwksbispiaexdLQ1nYECGOgoh8MPp9PR16XLl3KeOGnT5/Oz89fuHDhhg0brly5oqWl1alTJxcXFxcXlzFjxtTLqswIU1NTOgRlZGT05MmT58+f29vb18sY13JqamrS9Uv0XrNOtr+kWfj8RwCgre0IAJaWltIRR2Nj4379+rWw8NZ18eLFpKSkrl27yvaNM+iLL764fPny5cuXe/bsKZLpf+rRo8eIESM6jR8Pjo7w6vf1LxYLAgKAEKithdcXZL+RhoYGHd+xsLDIyMgQiUTHjh1LT0//7LPPWjLq+ezZMzqSfe/ePelwcr9+/dzd3aUnVXZ29p9//mlkZGRkZGRsbGxsbCzdqjdHILDS0prVoQMAaKmo1Cs8Pz+/urq6oKBA+oyJyeGiojIAk08+eflT6N/f5sULoOlYCguBzYbXB0MbS76BkO5F6evr+96+u6aqrq7ev3+/l5fXsmXLduzYwWKxMjIydHR0Pvroo+HDh7u4uDg5Ob2tkfuSiQlMmtSkg9L7P0LI3bt3N23a5OTktGnTphZ8iH+lp6fTPrfQ0NDKysrLly9PmDDh3YHQ29tbei1+959odXUkgERHZzCbrfnZZ59JfywTJ0589/SHD9/x48fLy8uHDx8uj6vt999/Hx8fb25uHhkZKRKJpk+ffvjwYcaPUo/0HDt8+PDu3bt37dpFU8Ywory8/ObNm2FhYffu3YuKilJXV6eB8G2ngWwqrFmzZr1jDInHiwIAHR1HAJAdv/noo48+er012ebQi9jy5ctVGlypW+j//u//uFzuypUrPT09r127RqcI0GvXqFGj6iVpezMWqzFRUBZdjsXn8w8ePBgRETFmzJimBkKxWHz//v2LFy8GBwc/ezUkqaqq6uTk5O7uPnXqVDU1tZCQEDc3t1u3bqmpqVVUVHh6esqWoKamRuNiOzc3LUPDqNTUDh06GL0OAAoLCysqKsrKyrivlJeTkhLLsrLjXC5wucDlsqZPDx40CJ49AyMjOHECtLTg88+b9GlekmMgTExMDAsL09bW/uyzzxgv/PDhw2vXrg0PD9+7dy/t5wkNDR07dizjJ6ssujJUIpGUlJSEh4c3XO3QJIWFheHh4WFhYdeuXaPbXQIAi8Wyt7enDUN6DXrjtpYAIDuzq2GCOlmvBghHAoB0XiIA1JvX0xbRseHPm3fuv9P169fj4+MtLCxcXV3prg7y6N5vSBoIpQ9aWCCdgEqbWbdv35ZOEXzw4MHIkSPp+N/b7gjpB6dkR7DqEYm4tbUZbLa2pqZNC2v7oYmPj79586aent6iRYuYLZnP5+/YsaO0tHTmzJmHDx8WiUT+/v5M9Ye/A71q8Xg8Kyur3Nzcxt+i1Ov8pE8aGRmNGTPGzc1twoQJdJ7zhAkTpD1zmpqaI0aMsLS0FAgEpaWlpaWlxcXFpaWlVVVVBQUFBQUFHXr1MvX0zNbXB4Dnq1dLGswvNTAwkHaNmpp20dVdaGgI3buDoeHLfxwOODnBunVw6FCLfixyDIQ7d+4khCxevLjeFkstJxaLaSr0L7/88ueffxaLxYsXL6YZtuSq5RcpkUhEJ53SUUyJREKfNzExcXZ2dnFxmTRpUm1tbXh4+KxZs0JCQvT19RcuXPjjjz86ODjY2tra2NgMGjSoqQGMx7sPL6eM/qdERUVFR0cbGRnNmDGD8cLpsNDnn39+4sSJiooKZ2dnOzs7xo/yDjo6OgYGBo2cJtOQtI8hLCxMetlSVVV1cHCgvbv9+/e/evVqRUUFAOzcudPZ2blfv37W1tbNaEry+Y8AiLb2ABZLEcuxFOnnn38mhHh5eb1xeUlLHDp0qLS01MnJSVdXl7aqfXx8mD3EG0kDId0qpPGmTJkSGRlJH/ft25fO5OrRo8etW7dCQkL8/PzouQQAxsbGEyZMcHd3Hz9+vP6b1qHV1dXRuHixooJbU9NDRaW4uLj088/pk1wut7CwMDMzUywWl5WVlZWVpaWlAYC5+aBX9wsvGRiAvz9MmADBwRAR0fSfhQx5nbhcLvf48eMsFovxSe0A8M8//6SlpfXs2XPo0KGffPIJi8VSTGtdekc4efLkJkXB9PT0c+fOhYWF3blzR9rVqa2tPXLkyHHjxrm6unbs2PHGjRvXrl0LCAiQHens1atXbGxsYmKi7OKwTp062dnZ2dnZTZ06uH//XhoaPVmst168xOJyS8tdIlGxjs6wJn/gDxu9HVy8eLFmE3uH3isrKyskJERdXX3JkiWurq4gh7UZbyNtY/34448//vhjk95bUlJy8+ZN2sGemZkpfZ4uVHVxcRk3blxOTs7Fixe3bt0qnfhqbGz866+/0palmppajx49aJOL/t+nT583Zm6Tpas7rHv3K+84CduooqKiv/76S0VFhfHfvlgs3rlzJwCsXr36p59+IoR89tln8hh1boheuO7fv29tbS3th2zMpL/p06draWm5u7vTNI0hISH+/v6yfQx0nrOHh8ewYcPefc6oq6ubm5ubm5unFBfzJBJPmUzcUiKRSCQS8fl8LpdLe0erqlQKC2mPKJSVAZcL0qn6gYEwdy68vc/i/eQVCPfv38/j8aR5e5m1Y8cOAFi1atWBAwd4PN6kSZNoWlh5oz1IJSUlGRkZ7024J+vmzZtr1qyhj6XT4ocOHZqUlBQeHr5y5UrZ84n2Nri4uIwfP75Lly5VVVUpKSkJCQl0NdjTp0/pNOjLly8PGuSsqnqbxVLT0Oiho+OgqWmrpWWjozNYVdWEFlVWdrawcJu2tqNIVKin58r0z6M1lZeXnzp1isVieXl5MV74vn37xGLxnDlz4uPjaQfp1KlTGT9KQ3V1dXSC+6NHjzgcTq9evRo/FXbZsmV79+6V9jGYmprS4Ofq6ioSicLCws6ePfvFF1+UvJqIr6KiMmjQIBcXF2Nj44KCgvj4+MTExMzMzHqtrkeP+mtpCbW0bDU1beg5pqHRFeDfy1xu7tfV1ZEALEPDeYz8ED4ce/bsEQgE06dP79atG7Mlnz9/Pi0tzcrKavDgwXPnzlVRUWF2mXVDXC734sWLf/zxx/Xr1zt27Lh37969e/dKv6upqWlgYGBhYWFubm7wOumTPj4+jo6OFy9enDhxYlJSEn2jdGhw2rRpzVjJYKquXvvqjK3n6tWr7u7uWlpa0q7R3r1nikQuBgZgYgK9e4OREXTpAvfuAQB07w4TJ8KRI7BsWXN+OCCnQCgUCvft2wfyGVa5e/fugwcPDA0NPTw86A4MNDWw/PD5/OvXr585c+bs2bMmJiZ3796lq2dks8OYm5tbWFhYW1v36NGjYW/AuHHjFi1a5Orq6uLiUlVVFR4e/ttvv3l4eDTss3Jzc6vXntLT06MLLWi+IolEkp6eHhMTExsb26VLkbp6Vm1thkCQKBD8e/FSV7fU0rIzMlrA5R7v1OkXXd2X94IlJb+LRKV6emO0tR3aevs9KCiIx+ONGzeOqYVEUrW1tXRSjK+vL00o4+Pj0/hGTzOUlZWFh4eHhIQEBwdXVFRYWVkdO3bs2LFjAGBgYEBvzmhqGFtb265du76xuW1lZaWhoeHk5ETjX8+ePR8+fBgeHr57927Z1fTm5uYuLi7u7u5jx45tOGZRVVX17NmzuLi4xMTE+Pj4pKRnbPZzgYAne3apqOhratpqadlqadnq67uVl5+ztU2Sfre6OlJbewCb/ab1JG1KbW0t7XKQx6oJaVN+9+7dAoFg5syZjMdaqrKy8vz58ydPngwPD6czD7S1tR0dHQcMGFBSUlL6ikAgyM/Pz6/X8/i6bt260S5KADAxMZk0aZKbm9u4cePekY3hvZze3uHM4/E0NTVrampyc3PpKi+BYNLDh6+9Zty4f7PrfP01nDzZ7IoAq+Wj8Q0dP358/vz5ffv2jY2NbfZKu7eZPn36uXPnNm7c2LVr18WLF9vZ2cXExDT7KCKRiM1m0ysLnf4rHSMpKysLCQk5e/bstWvXaCcSi8UaOHCghoZGZmambPapejp06EDT0FhaWnbt2rVLly7Gxsb5+flhYWFhYWEvXryQvtLGxoZ2jTo7Ozd76o1YXFlbm1pTk8DnR/P50Xx+jETCA4BOnbaz2brFxftNTVcbGMxks7WePbPn82MAQEWlvZ7eKDPuZB2dwaCQm2nG9e3bNyEh4ezZs9OnT2e25CNHjixevNje3v78+fN0zCwrK6slE4v27dsnHf45fvz45MmT6X1eenp6cHBwSEjInTt3pPPm7ezsBg8eXF5enpKSkpycTE88WVpaWr1e6dOnT8+ePXv16qWjo1NdXc1isWgfQ3h4+J07d6RTYHR1dYcMGUIDZL2lq+8lFlfU1j6vqUkQCBLp/7W1/+ZhsLPLTk4eZWzsZWS0SE3NVCyuePrUhMVi6+m5tG/v3q7dlLab0u/QoUNeXl4ODg4cDofZkh89ejRo0CADA4OkpCQbG5vS0tJ79+7RXeqaZ+XKlT4+PrRF+NNPPw0cOHDo0KHXrl07c+bMP//8w+PxAEBFRWX06NGenp7Tpk2r181AZ/+VyiguLpY+Qx/k5+dXVla2a9fuyy+/dHd3HzRo0Hs7zBlBu0Zp72h1tVFBQd9X80WBywU7O1i6FNhsoAmXcnNBXb2ZyyfkknSb5l842OKE6A2lpaWpqKhoaGjk5+f3798fAP7888+WFOjl5RUeHk4f//DDDwcPHiwtLQ0KCpLNoM1ms52cnAIDA3NycmTfy+VypemMvb293dzc6mU0lpLNO2NsbEw3bcmke/QwT1xTk8zlnq6pSSaE8Pmx2dkrExL6i8U1XO6ZFy+84+K6czjA4UDtzGEEgJibk/nzyZEjzO6ZJ1fXr18HAHNzc5oOu5ahzUMomrrz6NGjNLfh/PnzW1ig7EbNzs7Od+7c+eabb2hnBqWmpjZ27NidO3dmZGTIvlEsFqenp1+5cuWXX375/PPPR48e/bYFDJaWlmPHjpXtilBTUxsxYsSWLVvu37/P7A7DQmFxZeXNoqI9WVnLCSF1dQX5+QHx8b1KSo7V1CQ+ezaEw2HTEyw6WrVu1adkzx7y+h9Om0DnRslj39OZM2cCwNdff02TjTg6OrawwKlTp0p3L1+5cuWOHTukU3vYbLazs/P+/fvftsNrIz148GDSpEmbN29uYVU/WEwGwry8vBMnTsyaNYvFYhkYGPD5/Lq6us2bNxcUFDB1iC+++AIAvLy8rly5AgAdO3Zs4UWwXiDctm2b9I5QVVXV1dV1//79Ta1/Xl7egwcPTp06tX37dl9fX7ops7a29o8//hgdHd3IbReZlZw8uqhob0bGwtLSP+rq8mprXxQXHxIv8yZmZgTg5b8NG0hyMpk6lYwfT1xdydWriq/nu6WlpR04cMDDw0NHR0dLS2vhwoWEkKCgICsrq7y8PEYOce/ePdpYKS8vpztaPHjwoIVl1guEdCNJANDR0XFzcwsKCmrSZljl5eX1dpOgK8NoyjRra2u6c7qCN9gSCFKePRvE5Z6pqUkUCotLSoJSU93i7nQgamoEgLBYZPBgEhDw4Te2ampqbt68uXDhQmlLSygUHjx4kKnGREZGhqqqqpqaWmZmJk2V8Pfff7ewzKlTp167di07Ozs7O3vJkiV///23oaGhjY2Nv79/enp6y+u8atUq6eNvvvlGujvgf8n7A2F8fPzTp0/p48zMzIiICNnvFhQUnD592s/Pz8HBQdo/aWBgoKenl5OTQ0eAJ06cyMiu6KWlpTo6OiwWKyEhgUaXbdu2tbBMLy+vTZs2nT179uzZs/PmzTt48GD//v3p/R9T8TsuLg4AbG1tGSmtSXJy1uXnb83L25SY+FFmphdtp3M4EB9vU/z4G3L+PCkrI/HxZOdOMnkyuXWL2NkR+rsuKSF2diQtTTH1vHr1qnS32MjISNk93rhc7t9//7106dJ6WQ1ZLJa5uXl+fj7djN7V1ZWRFsbcuXNpa50mWR4wYEDLy+zSpcu4VwwMDFJSUlasWBEWFtaiTVll0CVoALBgwQJGCmy8urqC/PwfKipCs7KWZWZ+/vixDocDcXHWWVl+VVURkupS8scfZPp0oq39srF18yYJDSWTJpHx48mSJUTO245LZWVlSUNCcXEx3XZYSigUcjicgIAAFxcX6QxkU1NTS0vLmpoa2vfe/B3fXkcviZ9++uk///wDAFZWVi0PsVOnTp06derixYsXL17ct2/f8+fPt/D+rx5ra2vp4/79+0t35voveX8g3LNnD53gSwi5dOnSl19+Se/8vL296U5DUnp6ehMnTty6devIkSMBwMXFJScnh84JpgkhW+h///sfDat06FFPT6/lzV4vL68VK1bs379///79U6dOZbDpR4WGhtIHlZWVt27dEggEDBb+DiUlQYWFv9TUJFdUhFVUhIrFNTU1iQUFP6emTnz8WJfDgbJNzgSAqKiQQYPI11+TW7dIdDSZPPnfIrZuJe/c45BBEyZMSEpKoo99fHwuXbokvTDJzlLR09Nzc3M7cODA8+fPx4wZAwBjxozJy8ujHYb/k90It1kKCws1NDRUVFQyMjJoB2lQUFCLP1z9O0KmNrSTdeXKldmzZx85coTxkt9GLK7KzfXn8Z6Ul18qKPiJyz1dW5v94sXimBhjaXur1msi8fUl4eGkooKcO0eWLiVPnxIHB0Iv0xcukNGjFVPbffv2SRvNV65c8fHxqa2tjYiI2LJly5gxY2RTULHZ7I8++sjX15cmdlm5cuW1a9dYLJaqqmojNyh+h4qKCtp9/eTJEycnJwD49ddfW/zh6neNnj9/vuVlysJASMibAqFs7h8dHR0XFxd/f/+wsDBpL2VRURGdXPDLL7/Qho+mpibd+KPZBAIBvd5dv36dzp9csWJFSwqkGo4RtrxMWbLn0NChQ/Pz85kt/20SEvpzOFBREZqdvTYnZ11d3b+DNBJJXVVVRN0fO8iIEURd/WVT3dWVXLtGPv303yIOHiTffaeY2tYLhLITu+l82vXr14eFhQmFQulb8vPzzczMaFP9xo0bKioqbDZb+qtsns2bNwPAtGnT7t69SzsbGekFkmsgTE1Nlf55VlZWrlu3jsHC36G09DiHA0lJI2tqkvLy/icQpNLnJRJRZeWNrCy/RE7Pf28EjYzIp58SDods3EgOHfq3FAcHxXSWNgyEssmY2Gy2nZ2dn5/fuXPnSktL6cuio6PV1NRYLNaVK1fobVyfPn14PF5LqrF161Z6hxAVFUV7zqqqqlr62eQfCDt06CDt0tDT0/tPBsJGLZ84fPjw7du3AaCoqGjgwIFubm4vXrwYNWqUs7PzgAEDGibp6dChw5EjRyZNmvTVV19FRUUtXLjw6NGjCxYsePDgQbMzZZw4cSI/P9/Ozq5Xr150leuyZq8Z+a+rq8uuqYlls3V1dYelp88Siys6dPg3aQWLpaarOxzmD4f5K4HHg4gIuH4d7OygW7fXNjNLTAQFZolctmwZnWcUExPj7u4+evTojz76yNXVdeTIkW+cT2tmZnb8+HFXV9eNGzfeuHHjq6+++uGHH+bNmxcTE0MDZFOJRCK6caavry9NK+Pt7c3IUn061kgZGRkxmwWwrKyMXlUBoLa2lu4CqABlZacAwNBwNpf7Z37+/4TCbEvL/QDAYqno6Y3W0xsNnQGiEuDMGbh4EaKjISgIZsyAoiJwdPy3FFNTKCoCCwsFVPjChQtZWVkAkJWV1bFjR0dHRzabTWfSjh49uuFGjwMGDPjuu+82btzo5eX16NGjmzdvxsXFrV+/ns5waQahUEjPq9WrV2/fvh0Ali5d2pK1B1KTJ0+W7rvr7OzM+EoMPT290Fe7Sbf1zLFv9d5QuWfPnq1btwoEAoFAcOHChS+//LKRMZZuCGBra1tcXEz3Ffrqq6+aHbGlc0S/+uorAJg9e3azi5IVFRUlHQtMSEhIY3pUrHPnzl6vmJiYKOaOsDT7dw4Hnj+fXlFxjcOBhAS7xr5zzhzy/fckKYmcOEHs7YmiRsVpokIej8fj8ZYsWXLlypVGvpFuetepU6fCwsKxY8cCwJgxY5rXuU13x+3Tp09eXp66ujrtIG1GOQoWFRU1a9Ys+ri4uHjQoEGKOGp5Od9nTMapfnV1BXFxPTgcqKy88a7XJyWRgADC55OAALJjx8snJRLSqxfhchVQ33379q1bt45uWXzw4EEfH5/GnCRisZiO8syYMePx48fq6uosFuvSpUvNq8Mff/wBAL17905PT6fzZWTHwj9k2DVKyJu6RhtZNI/Ho4OIq1atioqKUlNTY7PZN2688w/mLa5evQoAHTt2LCsro4OOLZ/LpxhWVlZZrzg4OCioa3TCBElPK0HkXyVR3z1+pJKT801j3ygSkUOHyLJlZPt2osBph/W6RhsfCIVC4YgRIwBgwoQJeXl50s7SZtSBlrN37166o8iMGTOaUYjiRUVFmZmZjR8/fvz48WPGjFFQIDx6lACQsWMlsU+qv3TODBkqkTSu8VFQQGxtye3bpKCAbN5MFi+Wc0Vfatg12sg3pqen01V3f/75J814Z25u3rypKPb29gBw6NAhus29p6dnMwppFbIriLy9vVvYP/xhen8g3L9/f+CrSRNXr15t0shcdHQ0bUZdvnx548aNtPHObXobkOZ73LZtG82IOGLEiKaW0FpaYYywuppoahI2mxQUECsrYmggSm7pIL+8ubm5JScn08e+vr7SGUaNkZ2dTfu1AgICrl+/rqKioqqqeufOnSZVoKqqavDgwfr6+qWlpR07dgSA5rXYFK917ggnTCAA5LffyPr1BIAsW9aE96ank7Vryfz5ZO9ewujEtHdodiAkhBw8eBAA2rVrl56ePmrUKACYOnVqUytAV76amJgUFhbS+TKPHz9uaiFIfuSyoF4WneppYWFRUFBA90SeOXNmk0rg8/nDhg3T09MrKSmh3d+MjwbLTysEwrNnCQBxciJxcQSAmJiQ1li5qEiXL19ms9mqqqoRERHSztLi4uKmlpOTk3Py5EkAsLGxYWTBjwK0TiA8epSMH0+Ki0m3bgSAREYq4qAtwOfzpfcxtbW1Te3c8/DwoO3vjIwMAwMDADh69GiTSrh3797IkSM3b968bds2ABg7dmyT3o7kTe6BUCwWOzs7A8C0adPS0tJoP0Mz8jVkZmb+/fffANCjR49WWZPePLKzwqqrqxVxeQ0NJaNHk+3byQ8/EADy2WdyP+IHgGaB6dSpU35+vrSztEnnCZ1PTzvz9+3bJ7+qMislJWXr1q30cWVl5erVq+V+yNpawuGQ+/dJeTnZu5fMnPmfb2kVFxfTKevbtm2juxfp6uqmpqY2tRyBQECn3F++fFke9UTNJvdASAhJT0+nvQFHjhyhE/PatWv34sWLxpcgEAju3r1LN7LYu3ev/Kr6X1BbS5KSSGUluXaNzJlDGj3e1qYJhcLhw4fT+JeVlUU7S6UR4m1EIhFdsOjm5kazUmlpaWlra1+8eFEx1W578vPJkCFkzRqyaRMZMIAoTf9eaGgoi8XS0NCIiYmZPXs2ADg5OTV+WlZ2dvbx48cnTJgAAN27d28r/Q3KQxGBkBAibUalpKRMmzYNAEaNGvXut1RUVISFhfn7+7u4uNAVr+3atdPV1X3y5Ili6twm/fMPGTiQ+PmR0aNJC+botkXSwcJt27ZdvnyZxWItXbq04ctEItGjR4+2b98+ceJE2ezDLBarb9++dB1983pWlYKfHzl27OVjDoeMGdOqtVEomjndxsYmJyfHwsICAHbt2vWO16elpQUFBXl7e8tuEmdoaGhtba2wxBqokRQUCAkhc+bMAYBhw4YVFBTY29s37ByQSCSJiYkHDx5ctGhRvZw1bDbb1taWpld3cHBgKjfVf01lJenVi1RWEkKIREImTiS3brV2nRSKxj9VVdXIyMh6DSZpntJ6ew/R5JxBQUF0LrvsNFRstr/B0KFEdtJ/p06tVxVF4/F4tFNq5cqVoaGhS5cura6uln2BUCh8+PDhzz//PHXq1HoLEw0MDNzc3LZs2UIX8q9Zs6a1PgV6I8UFwrKyMto/vmXLFumTdXV1HA4nMDDQw8Ojw+v7Z2hrazs5Ofn5+Z0+fZrOV66qqqJpar/5ptHrAZTKvXvk1bwJQgjZu5e0OOtYm7N27VoA6Ny5c3FxsTT41dv729ra2tPT820bgEjvLLdv3674+n/onJyI7KBG586tV5VWIDsNnj7D4/EiIiJo73r79u1lTzMzMzM3N7eAgAAOhyMdruZwOHQh2fXr11vvc6D6FBcICSG3b9+ms9sDAgJWrVo1ZMiQeolmLCwsPDw8AgMDo6KiZPNpSUVGRtJkWjdv3lRkzduGiAgim2fgt9/Ipk2tV5vWUVdXN2zYMDraJ3tqde3adeEdfwVrAAAgAElEQVTChUFBQY3JcCa9s7x7964C6tyWrFtH9u9/+fjOHTJpUqvWphV8//33ANChQwdfX98hQ4bU27G5d+/eXl5eQUFB79j2gS5U7dixozSdG2p1Cg2EhBBfX1/ZU0dFRcXGxoY2z+Pj4xtTwoYNG2iTvxnrEf/jSktJ795E2m88bx5pbhaMNi0kJERDQ0NbW9vMzIxu/djIU0vWmjVr6GnGbCL/Nq+0lDg7k88/J6tXE0dH8uxZa1dI0UQiUc+ePaUbNdMrGO1db2QWWaFQSLfhbStJG5SBogMh3S/G0tLS398/NDS0Gdl6hELh4MGDoU2lZlCcXbuIqyvZvZt4eZHZs4lSjnLRrZQanwLpjYRCIb2zdHNzw8HC14hEJDmZPH1KlHKovq6ujqZcmDt3bmhoaPOyZrdkIRmSB4UGwpqaGpoE61bLJnE8f/6cnkYnTpxgqm7/HRkZ5Px55ZnXXk9OTo6ampqqquobx/+aJCsry8TExN/fvw2tW0XydvjwYQDo06dPC88KupCsffv28tiWCzUVGxTo8OHDBQUFjo6OdIl9s3Xr1u2nn34CALpdDnpN164wZQrY27d2PVrHrl27hELhzJkzZTcLa57OnTs/f/589OjRf/75J30mKSmJ7huAlJNEIqFXnm+//ZbNbtHF08vLy8PDY9asWfVmcqFWobhAKBaLf/nlFwCg20e0kLe3940bN9zc3IqKiugz9+7dS0tLa3nJqO3i8/k0M+SKFSsYKVBPTy8vLy8lJYV+WVZWFhMTw0jJqC36559/EhMTrays6Jr6Fvrrr7+WLFkSEBBAv8zPz/fy8mp5sagZFBcI//777+fPn/fs2XPq1KmMFDh69OjDhw/TPcYA4MKFC0+ePGGkZNRGHTlypLS01MnJiY4iI8QsurPuunXrGm7C2gxsNru6ujonJ4d+WVdXl56e3vJiUTMw8OtsJNqntGbNmhZ2KSD0RoQQuvHpypUrmS355MmTHA4HAMrLyxnf9RS1FaGhoRwOx9TU9NNPP2WwWB6Pl52dDQD5+fkMFouaREGB8EFGRk5FhZmZmaenJ7MlL1++nGaJTE5OdpTd/BopmciKigEHDvT4+2+muhykPvnkE7qJyv3792msRUrolkRi2r37qiVL6i1RbaGYmJjNmzcDQHV1NYPFoiZRUCD8UyTqfvr0UkI0NTWZLTkwMNDBwQEA6P47SGn9WVSUrKOzasMGFRWV1q4L+q+J5fHCTEzs//7bp3t3Zkt2cnKiA9uZmZmLFi1itnDUSIoIhCk1NQ8rK7VUVKba2TFeOIvFwr5W9Lym5nFVlbaKymSm5+BZWlqyWCz62MjICEcfldPR/HwAmNyhg56OTmvXBTFPEYHwaEEBAZhhbKzHdFNdU1NT2vzX0NBgZAQbtUV/FBYSgKnGxrpMn2NOTk7Sxz179qSZ35FSSRcIIisqNNnsOSYmzJbcuXPn8ePH08f6+vp0B2CkeCxCiFwPkFdbOy0hgQVwvm9fs9cziyLECK5I5BYXJyLknK1tRw2N1q4O+q/ZkJFxlcv9xMRkdefOrV0XJBdy71T8s7BQTMhEQ0OMgkhOThUV1Ukko9u3xyiIGJdbWxtWVqbKYs19lV8U/ffINxBWiEQhpaUsgPl4DiH5qJNIzhUXA8A8prutEAKAINqUNzIyx6b8f5d8B9VCy8pqJJKR7dpZMzrhGCGpaolksL5+Xl2dna5ua9cF/ddIAHIEAjbAp9iU/0+TyxhhpVhcXFdHH2fX1Vmoq/fEQIiYtjEjQwwAABbq6j4WFuxXczsRarlLpaU8iQQANNnsvjo61kyv+0IfFLncEd4sKwspLbXR0QEAFwMDjIJIHp7yeEd79wYAVRYLoyBi1u/5+Ss6dQIAdRYLo+B/nry6Roe3a7fQzExOhSMEAGwAA1wwg+SDBTCqffvWrgVSEHldRx5WVgokEgBYaGamiQvekRyUCoU+KSkAMNnYeIKhYWtXB/2niAmhZ9fI9u0/wXlY/3XyCoSWmppD9PUBQA37rJB8GKmp7cPl7Ug+VFgsPLuUh7wCobm6+kc4iw8hhNAHDzstUVuFLS0kPxo4oKNM5LJ8olwkEhNipKbGeMkIIYQQs+SeaxQhhBD6kOHtP0IIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1DAQIoQQUmoYCBFCCCk1DIQIIYSUGgZChBBCSg0DIUIIIaWGgRAhhJBSw0CIEEJIqWEgRAghpNQwECKEEFJqGAgRQggpNQyECCGElBoGQoQQQkoNAyFCCCGlhoEQIYSQUsNAiBBCSKlhIEQIIaTUMBAihBBSahgIEUIIKTUMhAghhJQaBkKEEEJKDQMhQgghpYaBECGEkFLDQIgQQkipYSBECCGk1NpeICSETJ06Vfrl5MmTW7EyH6yTJ09mZ2fTx1evXn369Gnr1gchhD5YzQyEleLKM2VnDpcezqzLzBHm+Gb7MlutdyCEJCQkSL+Mj49X2KHbkJCQkLy8PPr4zp07z549a936IITQB6s5gbBYVOyU4pRZl6nOUl+evbxCVJFVl8V4zd5BLBYXviKRSBR5aIQQQv8xqs14z97ivZ6GnmtM1wDAfMP56bXpTNfqPUpKStatW0cfl5eXK/jobcWKFSvatWsHAKmpqXZ2dq1dHYQQ+kA1JxAmCZKWGC9hvCqNZ2pqGhQURB9bW1u3Yk0+ZIGBgYMHDwaAb775prXrghBCH67mdI3qsHV4El69J5/XPn/Ae8BEldq+gwdh/HgYNw5WrQJe/R9Uq3jy5Mnjx4/p4/v374eFhbVufRBC6MPRnEA4Vn/sH9w/CBAAoP9XiisHJg2cnj69UFjIcAUbkEgk8+bNk365YMECeR+xaf75By5ehOBguHYNOneGFStapRYWFhZaWlr0cYcOHTIzM1NSUuiX8fHxHA6nVWqFEEIfoOYEwtkGszurdXZKdpqWPm3C8wkSkOip6DlqO+YL8+e8mCMmYsZrKev8+fOHDx8+fPgw/XLTpk1yPVyT/fUXrF0LGhoAAMuXw9WrrVKLn376STouOGnSpOjoaJw4ihBCb9ScMUI2sH/u9LMEJAKJQJutDQAh3UIKhYUDkgbcqrq1uWDzFvMtTNfzX7t27crOzhYIBPI7RIsUF0OHDi8fs9mgqQk1NfDwIZw8CZs2gbm54mv0119/PX/+fPv27Q8ePGCxWDk5ObK31AghpOSav6CeDWwaBSlTNdMTVidUWCo/5P9wtVJet0EJCQkRERF6enrz58+X0yFaysoKUlNfPq6uBokEtLTgm2/gt9+gZ0/YtAmqqxVco7Vr17Zr166mpmbGjBlXr15dvnx5Mwo5VVT0RUrKF6mpX6SmvvhgWyEIIdR0TGaWcdZ13mS+SQKSeS/mZdZlMliy1K5duwghixYt0tfXl0f5DPD1hU2b4PFjyMwEX1/44guoqoKjR2H6dKiuhs2boUcPcuCASCRqZvkCASxdCq6uMGECzJ4NXO5736GlpTV27FgA+Prrr0tLS5t32Mza2vlmZnt79Njbo0dXTc3mFYIQQh8gFWbH2IbrDo/iRcXVxD3gPVhgtECFpcJg4eXl5QsXLhSJREePHjU2NmawZCaZm4OjIxw/DuHhMGECLFgA/fvDs2ewdSvMmwfJyZCYmFdSMmTHDlNTU1tb2yaXv3UraGnB4cMwfz6Ul8OxY+Du3vBVFSLRsYKC6Kqq6KqqcpFIt6qqsLAwPT29rq6ud+/eqqqq9vb2jTyghJAqiYRTVWWkpmakplZHiAa77WXmQwiht2ERQpgtkSviDkgakFmXucZ0zfaO2xks+Zdfflm1apWrq+u1a9cYLFa+IiNh/Hjg80FdHb78Er79Fm7e9Pr/9u48qqlrbQP4GwIJ8yCToIIioAZBBRQtCajQqsWpckXr1K+9ihNUW11a21571aW12mul0jp9tlJrveJQHCpVsAgEqggiICBgA8g8gyhTAuf742jKp7YiJFHM81suV4zn7LMT1+Lx7LP3fkNDD8XGEpG3t/fOnTtHjx79lBM7Oqim5uGv6uqHv48fTx9+SD/9RDY2REQyGTk4UH7+k2cXtrRsKixc1a/f/fv3ly9cGDR7tqen58iRI4koNTV1+PDhf9Xfxvb24tbWktZWSXOzpKWlpLU1v6VltIGBFZ9/p6nJVEvLUFNzA3t1AIBXguKDkIgSHySOzx0vY2TnrM/59fVTSJsMwwwdOjQ3NzciImLGjBkKaVNFiotp40YKC6OODjI2zvv8877z5x8+fPizzz6rq6vjcDgjR4708fGpqamprq6uqampqanJlMm4Egk9+U+zYwcdOUIxMWRq+vCdAQPo0ebanRW2tHxVXLzb3n7OnDnh4eGenp5xcXFBQUF79+718fGJjo4mIqlUKpFIbt++nZubm5OTk5OTYxUaKnnamK2rvr69rq7QyOi1l3ZEGgCgu5QShES0q2JX5NXItKVpVxOvKmTzl8jIyDfffNPGxkYikXC5ihxxVZHsbPrsMyYy0kVHp57PnzZt2sGDB//qSWGrnR0vP59MTcnUlMzMHr4wNaVp0+jbb2nJEvLxISLKzaV336WEhCdbKGxpeS8nx7ChISsrqy4sLGD79jwTE4e7dw/MmiWVSseMGVNfX5+fny+VSjufNTcxsZDP78/n2+no9OPz+/H5dtrajjo6ulzujqIiBCEAvJK6s3yiKz6w+CDhh4Sqiqo5c+aIxWI+u66uB7755hsiWrFiRa9MQSIaNozCwyVXrmh+8EHxzZt79+4lImtra5FIZGZmZmtra2ZmZvoIw8beUx/FGRrS4sX08cekrU3bttG//01VVbRlC23bRvr6nQ904HLDZ86sq6v7/vvvr1lZ1TQ2mtTUSKVSXV3dpKQkItLQ0LCzs3N0dBwyZMjQoUMdHR2dhg2zNDZ+aveH6+paaGkp/msBAHjhGKWpq6tj7wWDgoJ62FRBQQGXy+Xz+RUVFQrp2wvU3t6+Zs0aIjIxMamtre1OEwUFzLffMrt3M9nZDMMwM2YwRIxA8PCPDMMwjOTBA48jR4ho5syZDMO0d3RUtrXdzMubNWsWEQUEBKSnp7e0tCjmIwEA9GZKDEKGYW7evMlu9HXkyJFunC6VSq9fv/7VV1+xsysDAgIU3kPV6+joGDNmDBHt2LFDMS1mZzMCAUMkNTG5dPo0+96nu3cP3LjRysqqurq687GTJk0iooiICMVcGgCg91NuEDIMww5p6uvrZ2VldeX4Bw8exMfHb9++ferUqcadhun09PRGjx4tk8mU3WFlO378OBFZW1s/ePBAYY02NjJz56719iaiwMDAa9eu8Xg8Dofzyy+/PHagpaUlERUWFirs0gAAvZzSg5BhGHYXmOHDh//Vj/6qqqqIiIg1a9Z4eHho/f8HUUOGDHnvvfdCQkLYn+Aff/yxCjqsPDKZbNiwYUR04MABhTceumcPj8cjIvYuPDg4+LEDSkpK2CHZjo4OhV8dAKCXUkUQNjY2sj/9//nPf8rfLCkpCQ8Pf//9993c3Dgcjjz5uFyuQCAIDAwMCwu7e/eu/PgrV65oampyOJxePay3f/9+InJ0dJRKpQpvPDk5edasWRwOx9DQUFdXt7y8/LEDzp8/T0Q+Pj4KvzQAQO+liiBkGCYjI0NXV5eIFixYMHfu3H79+nW+7dPV1Z04ceLGjRsvXbrU2Nj42LmVlZV+fn5isXjbtm3sDU1+fr5quq1Yzc3NAwYMIKLw8HAFNltfX79nzx6BQCD/nwRbmH769Ont7e2dj9yyZQsRrV27VoFXBwDo7VQUhAzD7N+/X0tLS774wdDQ0NfXd/v27fHx8X8/fXHjxo1ENGDAgMrKSnYp/ZgxY1pbW1XWc0X54osviMjNzU1RI5MpKSmBgYH6j1ZN9O3bd/369QUFBRKJxNzcnIjWrVvX+Xh2yujRo0cVcnUAgFeD6oLw8OHDRNS/f/8DBw5kZWV1PQykUqlQKCSiKVOmVFdXDxo0iIhWr16t1N4qVnt7e1RUFLtR+DfffNPc3NyT1lpaWsLDw319feW31J6enuHh4W1tbfJj4uLi2OeFnR9GDhw4kIi6OGsJAEBNqC4I2R01Dx8+3I37oaKiInaX7a1btyYlJbE/4k+cONHTPsXHM7t3M+HhTM+S6a80NTVFRUW9//771tbWRNR5hx0rK6upU6euX78+LCzs1q1bj41h/pW8vLz169fLNxw3MjIKDAzMyMh46sFs7WItLa2YmBiGYdjt3HR1dV+BmbcAAAqkrC3WHnPt2rWxY8eamZkVFBS89tprEyZM2Lp1q56eXtdbuHz58qRJkxiGuXjxYlZW1qpVqwwMDK5fvz5kyJBu9unTT6mwkN5+mzIz6fRpunKFerz9Dau4uPj8+fPnzp377bff5AWE7ezshEJha2vrrVu3cnJyHttcTV9fXyAQjBgxYvjw4c7Ozi4uLqby3USJ2tvbY2JiQkJC2OUQROTm5hYYGDh//vy//w7XrFmza9cuU1PTq1evNjWVz5gxr2/ffr///rtCPiYAwCtCNXm7cOFCIlq/fv3PP/9MRPb29l28B+rsk08+ISJLS8uSkpJ58+YRkYuLS1NTU3c6VFXFDBvGyPuwZg3z3XfdaaeTW7dubd++3dPTUz4JVkNDw83N7bPPPktOTmYYRiqVRkVFlZeXt7a2pqamHjlyZN26dZMnT+7fv/+T/y5WVlZvvPHG2rVrAwMD2RtKItLT01u8eHFKSkoXu9Te3j5t2jQiGjZsWE7O1uRk+uOPlT38mAAArxhV3BFWV1cPGDCgra3tzp07gYGB0dHRu3fv7kad9I6OjsmTJ0dFRY0fPz4iImLs2LG3b98ODAxk1yR0FcPQH39QVRX95z908uTDN48do5QUsram/HxycCB7e7K3p0GD6Fm7a7a0tIjF4nPnzv38889Fj6pAsIVwp02bNnXqVHmGEdGtW7ecnZ2JyMTERCAQODk5CQQCNze3UaNGyWSyjIyMrKyszMzMrKys1NRUeQVdGxubu3fvOjo6vvfee0uWLOnTp89zfFiixsZGT0/PjIwMLy/rnTtL7ewOmJktea4WAABecSoIW3bZw/Tp03Nzc9nHVN3cY5NhysvL2Wj59NNP09PT2SUZhw8ffvaZpaVMeDgTGMj068fweExyMvPGG3/+7f79zObNjKcnQ/TnL01NZvDghbNnr1y58quvvjp//vzt27fZ2apVVVVhYWGzZ8827FSNwcLCYuHCheHh4ffv339qF65fvy4SiYyf2NWay+U6Ojr+4x//2LRp06lTp/Ly8mQymUQiiYiIcHV1JaL169d37+ti5efnm5uba2trHD1KDx4k96QpAIBXj9KDUCaTsZMVL168GBwcTERLly7tSYPsynoNDY0LFy4cPHiQiPT09G7duvXkkdXV1RUREUxgIDN48P9LOFtb5uZNxsmJ+eMPhmGYtjbGy4u5fp2JjmZ27WJWrGDeeIOxs2O43BY+/7FiF1wud+jQoRqP6kJwOBx3d/dNmzbduHGj6x+hsLDw/Pnzn3/++dtvv+3s7Kz1xH2nnp7ejz/+yDDMu+++S0Tf9XjYNj7+tx9/5O7fzy0re7hHwfXr1+/cudPDZgEAXgHKKsMkd+7cuYKCAnt7+7FjxwYEBBDRihUretKgt7f3pk2bPvnkkwULFqSkpLzzzjthYWGzZs1KTk42MDBobm5OSEiIjo6Ojo5OTU097Om5MD6eiMjAgDw8yNeXfH3JzY2IKCyM3n2XjIyopoYWLCB3dyJ6WOeP1damUVh4Jjc3Ly/vziMFBQXFxcUcDsfX13fq1Kn+/v5PfcL392xsbGxsbPz8HpYslslkOTk57LhoSkpKVlZWfn6+lZVVT76lx4wapaej0/7vfxs7Oxf37TuAiCIiIgQCweDBgxV4FQCA3kjpQchuuh0UFHT06NGGhgYvLy8XF5cetrlhw4akpKQzZ87MnTv34sWLN2/eTEtLE4lEffr0SUxMbG1tZQ/T0dFJ7dt34fbt5ONDrq6Pl/dzc6PYWGpt/cvJojyeloODn4ND5/cuX77s6+srEomioqJ6+CnkNDU1nZycnJycZs+ezb5TV1fHjvoyDENEnbeg656mplQi0tR8vueLAADqQLlBmJeXd/nyZV1d3UWLFnl7exPRypUre94sh8M5dOhQamrqjRs3bt68GR4ePmLEiJKSkrS0NC6X6+bm5uvr6+vrKxQKtbW1n9HWcy6ZYJOJz+cXFxeHhob2798/KCio2x/kr2hoaGg8tSpvdzU3pxIRl2vy0UcfsdNtsrOz2S17AADUnHKDMDQ0lGGYhQsXpqWlZWRkWFlZvfXWWwpp2dTU9MSJE+3t7ePGjYuLi2tpaeHxeMePH3/99ddNTEwUcomnYtf/aWpqFhcXf/HFF2PHjlVUEFZVVV29ejUhIUEsFiclJUVFRbH/dVAI+R3h5s2fsNUQN23apKjGAQB6NSUG4f3798PCwohoxYoV7HbPS5cufXJiSLexP9CJKCQkhIhWr17NPoNUKqlUSkRaWlryFz1praSkJDY2Nj4+Pi4uLjs7m3m0lIXH4/3xxx+KCkKGaW9uvkXE4XJNeDweW6RJU1Ppo+IAAL2CEn8a/vjjjw0NDSKRyNzc/MyZM5qamosXL1b4VQoLC8+ePcvj8ZYtW6bwxp/E5p+mpubgwYP379/fjSktpaWl7HQesViclZUlf19XV3fUqFFCodDX19fT07OkpOT7778Xi8VEdOjQodraWhcXFxcXFwsLi+e9YktLdkdHE58/WFNTW/64kcvlKnb0FQCgl1JiEO7du5eIVq5cuW/fPqlUOmfOnMeqLynEnj17ZDLZokWLFDvN8q+wQ6NaWlrW1taBgYFdPzEyMvLIkSOxsbGlpaXyN42MjIRCoZeXl0gkcnd3Lyoqio6O/uGHHxYvXlxYWMgeY29vLxaL2USkR4vx3dzc2PX4rq6u7LSav8Hj9bez+y/DSMPCFsjfxNAoAABLWTvLxMbGjh8/3srK6s6dOw4ODqWlpXFxcSKRSLFXaWpqGjBgQG1tbVJSErupt/Lcu3fv119/DQkJSUxMNDIymjhxooODg6Ojo4ODw5AhQywtLf/+9J07d65bt46IzM3NPTw8hEKhp6enu7t7ZmZmfHx8bGysWCyurq6WH29hYSEUCr29vW1tbcvKytLT0zMyMjIyMhoaGjo3e+mSyMqqRFtboKvrpqPjpK0t0NEREP05y7S+/nRFxS4ijoHBBGvrzQr9SgAAXgXKuiNkV00EBgaePXu2tLTUycmJLaWkWN99911tba1IJFJeClZWVv76668nTpyIiopiF2bY2toWFhaym6bK8fn8wYMHOzk52T3i7OzcOR1nzpxpYGDg5eXl4OCQnp4uFou//vrr6Ojouro6+TFWVlZsQAqFQldX16eumigoKGATkZ1/ZGpa29oqaW2VNDScZw/gco11dJx1dJx1dUcYGfkVFX0gENzicg0YRkpE9fWneTw7XV0XIoyLAgAQKemOsKyszNbWlmGYgoKCuXPnisXiffv2LV26VLFXYRhGIBDcvn375MmT/v7+3W7n7bff/vrrr9lKtmvXrp0/f/6oUaMyMzPZChKJiYnsV6ShoTFq1KipU6fOnDmTiPLy8nIfycvLk28N2pmFhYWjoyN712hmZlZcXBwXF3f16tXm5mb5Mfb29iKRyNvb28vLiy21+JxfgrSlJbelJau5ObOpKaWpKUUqLZP/raPj5ZKST4yNp5ubL+NyTRhGlpZm2t5+T1PT3MBggqGhjzH3dU2T574oAMCrRCl3hOxDwYCAgOrqarFYbGRktGDBgmef9px++eWX27dv29rasmXru62oqEheFKm8vDw1NdXf3z8/P599R09Pb9KkSdOnT/fz85MXAiSikSNHdm6krq5O8gi7cXZubm5lZWVlZSX7eI/dO5s92M7Ojp0Rw4589qTzHI6Wjo6Tjo6TicnDxfhSaUVzc3pzc3pzc4aOjou9/ZnKym9u337N3HxFnz7zjY39Gxsvt7XdrasLr6sL77PciYprSSgkX1968016/l1yAAB6O0UGoUQiYfc2++2334ho8eLFJiYmwcHBRkZGz1V6sIvYVRNBQUE9XwmQn59///59Ign0E9wAAAscSURBVGpsbLS2tmbrAE+ZMmXatGlTpkzR19d/ZgsmJiZubm5u7OZtjxQXF+fl5eXl5UVERERGRg4dOvTzzz8XCoWdA1XhtLQstbReNzR8Xf6OtfUmS8u1mZmO2trDTExm29jskUpL7927/KA2VuNuDFVU0IkTdOIEcTj00080aRJ9+y3l55NAQMuXk46O8roKAPAyePbQaGlp6fXr19m7rgcPHpw8efKdd96R/21OTk5MTExMTExsbGxFRUXnE5ctW8ZOHFWGzMxMZ2dnHR2doqKi561M9BihUOjo6MjOvYyKivr++++NjIyGDRumwNUFZ86c2blzp5+f34YNGxTVZtcwVVX79PTGtbTcqqray+HwGhuvcDhaenpjDQ19TOgNbTN3Kiqi6GiKjqaLF+naNZo3jzZsoHHj6MIF+ukniomhHm/wBgDwUnvmtty///77vHnz2NdlZWXjxo2TSCQHDx6cN2/eYysW+vXrt2DBgkOHDl24cIFdtc2WUFCGJUuWEFFQUFDPm/L09CwtLWVfz58/PyEhoedtyqWnp589e5Z9XVJSEhYWpsDG/15d3ZmWFklt7fHi4nVlZdva2spLSzdlZ3ukpHCTkyk5mZqWeDO6uoyvL7N9O5OczDQ3M6dOMcuW/dnEm28ySUkq6zAAwAvRnUHFDRs2HD9+nH1tYWHh7e395ETHXbt2LV++fNmyZe7u7kOGDOlRVj+htrb26NGjHA5HITuXKlVeXl5iYiJbJr6iouLs2bOLFi1SwXXb2xslkgAi2YgRVVJppb7+a1pallZWG62sNra3NzQ2XmlsvMwrz6ampoe3g0QUHEyDBlHnTcYdHSk/n5S8LgUA4MXqUhDGxMRMmjSJiNra2oho2rRp7e3tEyZMGD9+vEAgeOopy5YtE4vFR48eDQgIuHr1qo5CHzXt27evqanJz89v6NChPW9t0aJF8qeAM2bM6EZZpZfQvXu/Mkyrvr6ovf1eUVEwl2s4YkQVh8MjIi7XyNh4hrHxDDpLVFFBcXEPx0XHjaOODkpP/7OV8nJ61vpIAIDe7tnPCK9evbpnz56jR48SUXl5+axZsxITE7vS9P37993d3XNycoKCgvbs2aOAzhIRkVQqtbOzKy4uvnTp0uuvv/7sE16o06dPr1mzxtHRkR7NxDl58qQKrlt2c2Vp+7f9++/gcHhFRatNTObY2f33Gee0t1NDAwmFFBlJtraUkUHz5lFKCvF4KugwAMCLosRV1fr6+uHh4To6OqGhoceOHVNUsydPniwuLhYIBL6+vopqU6n8/f0vXrx48eJFdpMBVZDJrHyPu84daKoxoyMtWYPhGhtPe/ZZXC716UM//EDBwTR5Mm3eTKdPIwUB4JX37KFRHo8nL2zE5XLZhedd5OLismPHjuDg4OXLl3t4eNjZ2T1v/9h1eHFxcU5OTuwEGXbVxKpVq3pervaVFR9PNTUcc3NNTfO+fsf7mpl1SPy6eq67O509q8zOAQC8XJ4dhK6urq6uruxrto7Ec10gKCgoMTHx2LFjc+bMEYvF/C4Uwi0rK2O3mU5ISLhx4wY7eDtx4sQlS5b8/vvv165d69Onz/z585+rGy+KkZGRfG6tjo6OjY2NKq7KJtmMGXThAkmlJBiuoW2siusCAPRCytp0u7P6+no3NzeJRLJq1ardu3c/9ZicnJz4+Hi2Ml9BQYH8fT09vbFjx3p5eU2cOFEoFPr7+58+ffrjjz/eunWrsrvdixUX07lzJBTStm303/9SSAi9//6L7hMAwEtKFUFIRMnJyUKhsK2t7dSpU/Ii9exONGKxODY2Vr79GBEZGBh4eHiwSzJEIlFJSQl7d3jp0qXGxsZ79+5lZmY6dJ7lD51JpXT8ON25Q/b29OabdPkyeXqStfWL7hYAwEtKRUFIRCEhIatXrzY2Nr5x48agQYPy8/M7PzK0tLQcPXo0W5bW2dk5LS2NvTsUi8Wd97Pm8/mtra1Lliw5cOCAarrdyzAMTZlCEyaQlxdduUKxsRQZia1hAAD+huqCkGEYf3//n3/+efTo0WKxmMfjCYXCwYMHe3l5sS/S0tLYG0SxWFxfXy8/sXNxIj6fP2bMmObm5mPHjs2dO1c1Pe9N4uIoJIROnXr4x5kzae1aUkIBLACAV4bqgpCI6uvrXV1d8/PzP/zww//85z8PHjxITU1NSEhg86+lpUV+pJ2dHZt8np6eTk5OnRsJDQ0NDg42Nja+efNmD0s3vIL+93+pqIjk1ec3bqSBA+m9915onwAAXmoqDUIiunbtmkgkkslkDg4OEolEXv9IQ0Nj+PDh3t7eIpFIJBL17dv3r1pgGOatt946c+aMUCi8cuUKl8tVVd97g9OnKTaWQkIe/jE4mHx8aObMF9onAICXmqqDkIjmzJkTFxdXXl7O5XJHjhzJ3vlNnDjR1NS0iy1UV1ePGDGitLR08+bN//rXv5Ta216mpoZEIoqNJXNzqqigCRMoIYEeLQMFAIAnqToIGYZxcnLKzs7+9NNPP/roo27XKYyNjfXx8eFwOFeuXPH09FRsJ3u3mBjasoW0tEgmo40bydv7RXcIAOClpuogjIiIeOuttwYOHJiXl9fDgrofffTRF198MXny5MjISEV1DwAA1I0iK9R3xZdffklEH374Yc/Lym/ZssXQ0DAgIKChocHIyIiIqqqqGIaxsLBQQEcBAEA9qPSOMCkpycPDw8TE5O7du/LKRz20Zs0aoVDILtIPDQ2VSqUffPCBQloGAAB1oMTqE0/avn07Ea1YsUJRKQgAANBDqhsalUgkZ8+e5fP5Ci8rf/LkyczMTCK6du3axIkTFds4AAC82lQXhGek0hlfftm3oEBejUFRnJycRCIREXXejA0AAKArVBSEdTLZyaamNpFo57JlCm982LBhbBCmpaVJpVKFtw8AAK8wFT0jPFFZ2drRITI2ttPWVs0VAQAAukIVs0ZbOjqmZWTUyWQHhwwZpehpMmVlZXp6eoaGhkRUU1PDMIyZmZliLwEAAK8wVQyNnqupqZPJBHp6Ck9BIur8xLHrm7QBAACwlD402kH0U0UFEf2PpaWyrwUAAPC8lB6EV+rqilpbrfn88cbGyr4WAADA81L+ZBkOx5rPX2BpqYE66QAA8PJR1mSZ642NMXV17OuppqaOurqaCEIAAHj5KGuyTE5Tk7GW1iQTEyIy19JCCgIAwMtJibNGTTU1bbFqEAAAXm5KDMKfKiuj6+qI6BsHBzwgBACAl5MSg3CehYW/ubny2gcAAOg5lZZhAgAAeNko646wj5aWNoZDAQDgpafSCvUAAAAvGwyNAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWkMQAgCAWvs/qWtLgaBhihwAAAKHelRYdHJka2l0UEtMIHJka2l0IDIwMjMuMDkuNgAAeJyNT21IU1EYPvdsXu91bfOq22661hLJb8pSJ7R1fSUsyMR+lJA/mkR07YNChcggNIJYUmChlswKYqVCVCZSMHfvS5BCP9IoIkbafvgjP1rkL0uyOZvRIOiFh4f3Oc/znHPCgYeTJDJG8mfsEWyKoJVhSE6EGYYtX2GNNsZ81LMmx9u46K6h8bF4X/yeHK1lY/G1mqgcu/Rv+lfV70xM/r+QsHqsIwxhbDJlqJtqCNXKVJtAtKybTbSzVpkmcnbO4uZ4mfJJhNe5deuITi9TvYHoTW6DkaOG5AgEIqQQIZUIacRkJiaLTC0iEdcTMZ2IGcS6gVhtbttGkkZXfsxQLWu1sbxOb7JwlitM5BFkFcRe/+IaWGcHlPFdVnT0dIGvoF3xQCbW1nkhpNOot8OF2BDuhlBLjZriK0KH5z7kX55UmrNK8UloAI58samjuRJ2zA+Ahp8J5PVvw0+BIaD5iYEc4w5snxuBts57gb6SLfjt8Qh0L9coDSQdn5UPw+fNHoVzpeBx5yjs1rQq/mYDNi6+hJ9HHyl3PUuqI30C2k86lOwiEfNyP4J3e6NSdoxHWQgC51pQcufD6pmpadj1vVe52CSi/HQKeltLJaP3h+oqmAH7m8PSUv+iGjwXhOdXKyV/11u1xReEm1XvpDvOJDSfn4COeWeggRSi3/wB/AnXXQe2FmPm3Cj0nPU6T7eV4fLgGHRcyJCqJ6qxrgKh4jUrVQ7X4q28V5BavyDNNu3D5pJxyBc7/VWOQ5ih98F0PSMVC9l46mAfDI0FpOFLWdj0vgdyjHt38os23H/iBuwJDUpfHwho/gXfddGZdQxU7gAAAzB6VFh0TU9MIHJka2l0IDIwMjMuMDkuNgAAeJx9VstuFTEM3fcr8gNEfsWJl/SWlxCtBIUtS1SpS/5f2EkmM+mC21sp4554ju3jo76+/PmNJHcpPt8fvr78TevDD3ceh/98zSz9YgC4+5bikO4/fPrymG7P7++PyO3p5+Pzj8SUmP0OJNyx75+fvh0RTJ8T1tykCEB6h5m5cJwsV9Xmp/UiSreELTcaAMzQ6jhBRkG4YjmwlouIBoIySNWJbXXHSvoYec3QAsGZSi0dixmBNg7F85KnwAqDQ+V2YLmxXbHqpZGHFWhwkMY8sSa1XrE18gZWe17IUoLl4KDKV2xLT4koF2MaWIzDwKohXbEWeTlXgTKwjFZmH/ygVyzCBCPKADdUGbNQKrhhY25OojpkDqNiGVhk2/qAMTiSbCBlYgF6cd504LJhOfJKzKhNPVToTXONGG6zQIm86u+rbfCtqJNDQdpmjCX9SFSzSq/DsSY6OZS2zwI1GlxjnpOvlzM5iL3B1sA2l4GMcWViocmB2jYLbMG3ZlPqfXe6ZLM03WWG5poky1RxQFuVowuwV0YQUGfGvbuetZY+EvViWTYoTmgp8TZXi475tqxs+67R7G07+oVNDuE0pE041IdWfRC9pRBaOIROug+NZIrBeksdi3YIvTDuefu2ldjzXkdWqMMlKBvpJkjSIRwsE1tIhzLZ9+5Ny2r0oWS22QcDPPI2gZ1vC6xmGO97F4T7WCOxjuU/wTbsQRknCZi25gstuCnHv90eQIg6CTE4GuzC2QbHOOyMS+mKymhtmqRx2fi66d5ew86EeiN8gawei/lm2T48PmxePNz5/unx4XTn+KHTgcV/edk5j+fTSDFCp1eKP5bTDtFDejqe+GM9TQ091E7fEn8ku3gTOuZ8RgeYD/xiMhHAq5Ngv7bYul9Ij6x63BUwbuIqwXdfeuRMXAPjwVWI77FEhM48zqQnW9URzMgqkHovPbJq9B3DSIarKuIRoeu6jMiqgoKzX6XFmYJzRBZnCs5+lRZniv76VToZ2owshn3eEVkMuU/f/C8XeUmPnBoIzg7k1Y2Q1VVE8Xz8e+Dnu39YPpQ5RJ3kQQAAAcp6VFh0U01JTEVTIHJka2l0IDIwMjMuMDkuNgAAeJxNUrtqI0EQ/JULV7Aa+v1guUggnDlwaBwp9Sf446+7B8OBtLNTU1tdXdOfb18vfB2P79vr+Hz7quf7i35f9/Pj+Pt+6//jeN7q9/w9oces/0P4/PNzoK8QlfOOi1n5vOdys7gwVlDvcUF4r7BQ8MJcrEpn7TKGnqxDF3I5SyVdG0ZgvQiWMUqxFaYILBH0i0pViIouCTo4BUnjbHbei6aOheNCM76IliZTH2AvhVsiXcTLpQVgMeYWSgWbA6zCdRBo0oaMFFvIC5i2HLdRzrxIVoLo4ABVOWrfDcgKx5h4HKrfiisxLrL6zqP1HW10tP34MlFsOMVGRsO9cQ4e+YQtI9l4LGfpRhex0MhUEM1PIztbnXKqGlXVXFTlCg6XbQaGLFzei+xarVl5YBlYNSpjs04g6ipyO49tEUN2ZIFkzUcuz9DJ8GRM1q1WNJVF45j7TpSx+NqT0Xdr4H23tLI+aD7q4Ep9l8hLuiWt0Rg7CbjpITB+gGz8AAYN3zhmdgK9o/HaTt3KMPeMQBGpdHkbTakwazRVxPoAxG135tizmYmVIi9S30oIFLeffz8DrPPrI064AAAC+npUWHRyZGtpdFBLTDEgcmRraXQgMjAyMy4wOS42AAB4nIWOe0hTcRTHf/fu7ro519Zcc9PVri7NXmapiPm4Oz4y6o/sSWHUgtDZP0lCUCQ9DakQy0ooSXylrcSyp5S7O2UahY80n6mpf4glPY1ACmvONJKkA1++nO85v/P7fLSV9xJHKcif8nPI36EjFOV0ipIQzuE0S+aPt8xkzJrGXcRMd4lzLqKn59PfSZ1nqZnGrLOnGZcJF820979e6fyGnaSaonPGU9u/YSaZ/h5Onfx3LCMUoWhCGx2UDE0zhNGaGbGFFrNmMUdYF45VW2gXCSdRmSVSCy11JVKZWeZGZHILLZ9F5AqzQskpVBZaOdtfpHIn6jlErTFrPIhGa6G1OqLzlNA6L4f0RD+X6OcRvYFw3oTzIZyRGOcToy9RixwkYtrIiRlWKpMrVBJWrdEyYtajmXIgkgkRv5+VA7A6gZg2B0ZiEdUDxW/aePZoMBrEXfCluT6q6Fw4Gl/3QYz+tE35NhwbB5vgxJX6am9DAC5cWwce99dHmtzDsPRANYTFldreywPRkHEHmmK32txyIjBdsELKXiIc/h6ET7mrMBYzIMTFh6JslRW+b/e2b0k3YZU8DzBMZA/ZEYCxB3NBdTzBfixtOW7LvQjS0Uwhfp8P3urPgscnS4Ub5V4Yo78MVvOmqJxrBuxIvQAN1ny+MkCNxZ+yQd3EmDKGXXFBdAkUxn2Lilzij8mtZdDdXsUHF/piQ2Y1tBclCA8feKJH6D0gZ7OE2m4VpvN1UJCcJnTuVGCoZx3senJdaMgcszfoXsKHYU5YadRhS0QP5Gh3CyMGVzR87YIf2hGhJnrEvlg7CP2yHOHDsBZ73fvg+Ypgvixk1J6UNAR5QSv44tSP9qUFvVAW0sOfuinFkN5OuP1uI99na7NbPz+DjEMcr1KvwxfZNWDLvxR5Zk0i3g2thWU9r/jR5euw3dgKB0vc+MBFG3B/YxsktjyypZBEHNrTATas4CvOJ6LmF+Z3/udbk0p+AAADsXpUWHRNT0wxIHJka2l0IDIwMjMuMDkuNgAAeJx9VsluFTEQvOcr/ANYvdhu+8AhC5sQLxIErhwREkf+X/Ti8Yxz4L1EGndqyuXu6nb+/P71E2u9S/b5+vT599+0Pvx0p3H4z88YI/1gALj7kuwhPbz78OmWHl/uH47I4/P328u3xD0VSPbFHXv/8vzliGD6mKhnZikAiTJAGfrwBjF3KrpPWhtRek4kuVHtGsbcpMuEUsd6hXJ6NChV8nAuQDChQuys6fH9h7dLWAkZCOI4yCR4kEsp5UpejbxlRJLAoop2LOTeqV2xzbAlD3Q2yFCRJm1tQleoGJRz676b0jK1QwIAbxK6pYKUoh5ycfFKr+OKHcaLmQvXwFZYR6PSNyyCgSFLa5EvfZIDXGrZwV47S37xvVUPITtY68iwJQJJmXHo5nEoRdQza6PDBub0PmHPg4uDOXvNZy4GyAYuxtzVLhzOyfp3nMxYaddcVTNK7g0iX5mhm53eDHXG2LEtJHN3hCYZ3KQKHfIqbxIaWvedLbEHlBpupcOebgZVR9RwvFSXYm/T5mIcUY1WhcPGHWEerCL0rTkgioHgxbBq4ZhY1rpsWJxWG9jDEt4+LrdF7k4sGS9lkTazi8gzYfgqC8TT7dCmLUd1lXq20WDHescVbRjpsxAlBIu+VbbOoKPjWFrwNuotNFTBXW9L33xK1DK7s49ImuaXac+ZxEThNqYZ+ognfR9w1+st17UfcOrFchinVtm8Tl63rl07ousFeB5N4rjnoPKyDWsG7wCtScOAllduYNSmULWdfOzZJOuHcaBuApgCqqMu5l+nyHLL8so37DWrWtU+BdAsNOVRaLMuz5pVgTnNpPpMQdYj1q0ruQZWRMKPrTEs3rFjW9S3lTmuddCUyYtct0uAxXhb7jVGjbq7RR3QZudeCL2BPloeoFKIYGE8BBNviXh3e9oupriqHp5vT+dVZV86ryNdJD6vHNRfbueNYuvi18wCVQ/W83YoGqK1Fl8vCr0/FSLnIEdd8iJDkySpX+Zx0TWtSw1NYk/jMlaLsZyBEoHreETnPTlMo0XWuXXWoVOfQkyoRcplcqGx4zoaeUb0Z52OPJ9N+S6zpnhkCdSJwr7hOiRZXpWertMBjYzOyphmiyyFZJqVjJZCMs0WORWaZiWjpdCLrGS0FDLOyNLDbgONLM1sTlAyvvZNRFZWuc7I0qw9gPYqL4UsM7IUqp0jcio0zfoqL4UFZmQpNGNfbWzr4781fb77B99l3ndblMBgAAACIHpUWHRTTUlMRVMxIHJka2l0IDIwMjMuMDkuNgAAeJxNU8uKG0EM/JVALjY4jd6PDIEFh2VP8SFH49N8xF724yNpbMhhZrqr1SVVSXP/eNzu17e3B57uH4/zTvtpP9123o/t6f38Wl2//znvfKz/e9Pf06/buZ/rAHXj/bXs1/Ugrufb14liMbtcaAFIXn4griDhjXwZaVxwmYcPToHaOCnpBZYADezEFR4LocJgkeMR7iKykS1EmgOsBHUAK4JsI1mJFQkLFA8iNaeNeFmI9AUmO5gAuJioAnQy4POCh+ZGuFh4DhSeqUmiDmC5We3r4wcuKnOBQoqhCAm5Dko7g22YxdApa6+vWjM2jJUshfNqR6aiBG88iNuzBQ448aiUG/oKG3cWQ9SNLJMyOwFH7UsClOUFp1ehxWNR97vuAyZDabgM0u6Ma5F1FGnLMnXuBsSRUxGiVSGUqhaJOTiXvPEzMdqeal+TW9Xabrrb1I7IUyJ2Ld0WsI5OheikaTBwhMcokqb3Ohea9rJPvFFY06gjzvSoTNsjcWpniobZcoyJ7G+FAWZPjxsOPcphmKpb4wDZQ+LAk7VmsWiyGlSgpWGDMr6U6VST2gMZh12gNvPK3NFBLcCWj11aursTRuMCrRSS1qkOM5Wu5RZyZVZv3N3bXTN+hqe3fJP5GWqwZMKRlRsP7dGqJljrwZ5qn2pAqXnYGQ9+4jhfPn//pEVf/wCyqdF4adBwVwAAAvR6VFh0cmRraXRQS0wyIHJka2l0IDIwMjMuMDkuNgAAeJydjn1IU2EUxt/d3d1tzjWda86P3J3TNUjLNKlMdz0EUiYmGYQSMYhiRVgWCVpZJmV/VMtQMRX7wzKzkqTow3R3B8uVRGimlmhlitmHSZRGJdZ1ooEEQQcefjzPed/DM+q49pIIoyJ/xiTILOiISOSmSCQjrECKISFTlp6Jmfgpium5lLn3YmpuPvffvzzj9hQtnab4f+94ueszM7Vm67nj2ddyt53BnOXsyb/HCiIiIopQRqElTVE0oXVWWmKjJIxVwhJGyjIaGyWVsTK1VSa3UXIPIldYFZ5EobRRynlEqbKqvFiV2kZ5eZvFah+imU80WqvWl2h1NkrnR/z8ZZRfgKBAEriABAaRQD1hDYQNJqyRGEOIMZRoxEITCWVkJTQjVyhVahmj0epoCeP7VCRUJNMippOtb6BAK4o3q2IQqD74uquLG3AtxXifHojz6LbcnViJl4ZfQ6LnUYc5NwbX9LfBlga5w5gYjvZUFyzSFcd+278C0/c3Abaio6NxCe7ecxO8XTmOKmMsJlXXwrqHUp7Ji8KdsdXQPDbMn78SjXnFtZDjCnWWGCwYsaoC1BqpMyszDG+8L4X79QnO4mfhmFleAvfunOLXpBiwcPI02FOv8ga9P376UAamwdWWx4f1OMQVQ1tnJdcerME61xm43U7HR4964KXvF2Di8mfLsYNm3Li1BkozGrhDdSbcm90ERePb+ZFKf6wIvgUDF8v5xb/U+M7kgoDK43yIWYWhYy1gH2zgazZNOq+L22GzPZJPKNLhhK4PHBE7+PoUOQ6/6IHCkY/8A/uoM9dzCPZ1l/GuBl9cVvhKuGPhDuT/dHZ19UJWZjNnK5ShPLsHkpancRsWdjn7f7yDAKWVM+jHnV/0j+DJiWAhT8a4gAcQtu1cXNT9dKz2aIHSvg6uQJuMvbZOWLtYz2VUpeDbA93Q0ZjvWB+UjjFnn0NEkoNrjUxD7W/yGgDJAvFcqAAAA7B6VFh0TU9MMiByZGtpdCAyMDIzLjA5LjYAAHicfVbLbhUxDN33K/IDjeJnkgUL2vIS4laCwpYlQmLJ/ws7zmQmXTD3Vpr4njlzYh87/fP7108QvUt+fX36/PtvWhc93Vm8/Ofbe08/qJRy9yX5TXp49+HTLT2+vH04Io/P328v3xK1xCX5B3bs25fnL0cE0seELRO3XkrCXKAad7oHyIrN7tN6EabnhNXCCha236vghAIAXaGUHh2K0tnDmQ24WH1hoh7ff3izhHHIMBp1XLFHeT0h0q7k4uRq2OAsGYhlYEtuVPSKVcdy7hAUtr12aBZsG211KGVtSEFLtR20vdFG2zwVmEW4T7kcd8ZbZU9bd17IRICBFSo8sQi9XLFQHFxyrT1enduZORLmDTxqZ3EXbBDT0wtNcGuEGxiNGbrvugfY8qdze9WuDUzGbGAAHhDKUPgAN30lg525mVKJFBi44gSXhrCBxZlrbpVDqTlPx13PSrglGTQkkw6fWZ07TGjXPcdQQ4OK4vAmcukBRRlVPKEt3RxaepVwfJXBak832nfWoxo6yuQ29n3FxmYRz+YoUYzC43WQWfRwD0PdNoZwWI2n1XpBnElQ2lyJ6LyYq+rMLoKWwEKrW9chhdtbn72Ti3g7+946v8KOjjOs9hpYK7CX6r4atm3ewaPjUFvo1UieaRDSHavp25gSVKfdO0QpWpaGO7bGRCFRnm4XKKGBm+56R8s1664xfTwPJZR3w9JmMuwxfjpL1K1yuNd8J31LL42ymdwy+tengh5qSTbjEKT3Q23p4225Ranv1dKB+/hDh5r3eKTJoHNU2ov6q0k5aiYZOAaXJW5OErQe5s03NGtmFqGYZnVizUsV+4aVwFaR6AiVOa2dt+w706iv1qilG75N3kJ9563Oq7lHdsakrnSIINyawk6gkd1SgaMpmtaJldC+sO9uT9vBFEfVw/Pt6Tyq/IPncWSLROeRA/ZHep4ovuZxzCyQjKCcpwNbCNe6jvWisPPTIPUc5GBLWmTgkmpql3nMtsZ1qIFLbKlfxio7yxngCFzHIwzek8M1emTt22YdDOpTiAv1CF8mFzg7rK3hyIh91+5w5FON7zJreESWQJsoNF64NomeV6PH63QAJ8OzMq7ZI0shumYjw6UQXbNHToWu2chwKRxFNjJcCglmZOmhYQOLLM3kTjAyuvZNRFZWSWZkabYeAH+UlkKqM7IUmp0jcip0zfYoLYVcZmQpdGNfbezr4781u7/7B2kz3pXJgN2vAAACIHpUWHRTTUlMRVMyIHJka2l0IDIwMjMuMDkuNgAAeJxlU01rG1EM/CuFXmxwHk/fUk0h4BJyag49hpz8I3rJj+9I6x5KDbvrHemNpNHs++vH2/vt+fmDTu+vH+c730/309td7sfrP/fb15/nu/yH86/T97dzX7cBTi/nl79/+3Y7qHF9+TxxLtGsC69NcXkiWs4ZVw48nS54DePBiUgaZyu97KX8yFa+ggRBvzxtRPXAzfLKDrxREjXAe6Vsv7KuIkuQbMqDxjiRLsuTpQ9I5HGgUnCAl5nW8Gs/cSKs26QlQtwBk31UZqor7xVRzbAeBcRUJ735QVdbBs8UvlJ1A9UBou1TOPDrAJECkEVbj0A6mChBbN0JAsET2Ml0pVgZ2tzQ1fGs5cLeTOJQEloUDVyOAcDj5gydWXc1zJbW8K6w3koYspGVoj2WY7xW/1Gzp+6xtkIvWmp+yKYUfuipo2dt5unFJVvOcJ/mmbxhypBeS1ZruLa1F3KVPmCv9sZS31hnAE+e5bJns3v3ChoT57GOxOykqGfKZcmDi/nwpw2Npkt7JwxO62Z2lyngQp1eaj1raCsPXa1y2Dcs0Jbxg1zMhnwXITtbiSdHTwxy6KnoDfDYGIerXWyLFHtG5zJ2YvhAx5jQR9qYMTgEDK7Gw6y35DZfQ+dvawk8vJeKteTkb6lqvNDV8T2EHETC2m3uIO1Npcfghkrny+8f33jx5x/BDdJNCOog1AAAAvx6VFh0cmRraXRQS0wzIHJka2l0IDIwMjMuMDkuNgAAeJyFj3tIU3EUx3/73bvrHupsrTnXalenpVmJ5aMY83osSAh6iBS9aGCPodCLsvwj8o+SoihrpaGEQb5mqWEhZLq7Y1pBQflATVOWRVhUJvmPvW8zDQXpwOH7O99zfuf3+Q27qweIFBryLxZIGSllrkzmU5lMQXhJKUfC/5TshM0l/1GGna4KX5+h0/3p95S+tbKZ2pyvpqzfuDIzzf2vDvI9w01QTdL57MnpvzATTFObkyvH7amzaiIjMkqoRWJkKWUJa7CzcgeVc3Y5Tzg/ntM5qJ+CV2jtCqWDKlVEqbar/Yk6wEEDAkmAxq4J4jVaBw2aFcloZxPdHKLT2/XBRG9wUEMICTEqaMhcKU3ENI+Y5hOTmfChhA8jvIVYwoklgugYCUROLbyc5ZTqAI1Wwen0BlbOBbfLJEIynmTBncxBqMhhktfX2rCe7YeCVX2C42IcHqG9cOtsX9Kcc1Y0j3phKDPLnSpasfTzc0h/XdZ0pn0Jvkt9BMyxs7bPp1Zge24TdBaVu0cyYrA57y7Q6DVu2mjFQHcVnPj21d2SshwXRZVDx4BXPHcvAZ/tqYL0w7xnY6+Ahb+Kweminr2rl2JFTiE86Fjvcbpi8cGRAkhJOi1uyQtDp+s83GYqxFCzCQdGiiDj09akTcfNWLf0Clx6UiIkGnX4+Gq+tJ9N3vxBhQcXl0Hqq69JddcWYkljJVSNNAitP8Ox5GYTXHiTJraFGTHbXg+E5ItCvBb3H3gk8WeLjFKDVum87Gi1uLLrh6fM1gaJZ0LF+GEDNmT1Q7Rht/ghRoXG5D54z46K8rgvnrLFb8GfOsW8FSGIkV4oVyUIlQ/HPIdyhqAtzCrUXh72lO4cgPqTL4WxWBX2jb2Q/psmkP3dnm3Nj8FWHCHsu7EOrxtboKZ+0OZ0bcXaiIcgb+0WSg+sw7XvO2FkVCU0B6dh1MceyPa2CDU9O3DX/S7Y8N0gPj2xHfW/AZw7BKAnB8MMAAADtnpUWHRNT0wzIHJka2l0IDIwMjMuMDkuNgAAeJx9VkmOFDEQvM8r/AGsXGynfeDAbIAQPRIMXDkiJI78X+TicpU50N0jVaWioiIjF8/vXz9/YL1L9vny+OnXn7Q+/HincfjPb4yRvjMA3H1OdpHun95/vKWH13f3R+Th5dvt9Wvingok++KOfff68vmIYPqQqGcGQoBEGWpR8vQGMfda7XK9iNJLIsmNxMKYBU2GQ0mxVyinB4NSRbJwLtT7hAqhWCw9PL9/u4SVkIE47IE3kInGOJ7gQlfyauRNsVIDCx1DCOTeeFyxzbAlD4TmQqAZ1mkrk1yhYlDOrcsIWqZaJu1ouNF2s4JybbUHFkepSy6XK3YYL2ZNYmLLADp8A+5XLIKBIYtAyMxS2+GcurDVA712ygzBp3pAjuzUvZ2ZlBmHvnz0AEPBdrg2cLMCOT0n7HlwcQc4U5GjLRB2i7EYc88doh6oJpfDOKyyy6iqGSV3DjdMffGroalK27AtJHPUTHsCeULHDC2ohIZW/HVqbOkloFTbVg7s6WZQkNKi46W5afp03zsCR1SjlSbRxpr4TKyY1utwQBQDhg+SVqtBnVhG2hqYMFpNoM+W6HRk1pi3SSIyXsoyZmkzUoXAuh1XLM9un7NjfcscuQ0eW27kE+fYoxC1ehuJYmmzjI6JqxWDtzFODbX2HdvSV98S4sW03EYZ019uuwaJjVKgRXPlAV4s1aAPbxUmH7muk4FTL5ZepwZp+6LyummJ0X3QcULEoO3wz6Lysg1de4MDOjNTVb1tfc6oQ6FqZXgWtsmihy0x2QrMFFCdGi+Q1pfcg6b8tGllr1nVvimhVZstFh/p1iq7glmzGotXpwtBHKtrq+1tzjWw0rw+qM1d5eAF2k1oUd+GPreQ69xVyquv2gaYJVJDrDFpledGZV2+ddfQDdtyLzg3dR3RFQqWjptnT7fH7WCKo+r+5fZ4HlX2pfM40pvE55GD+sftPFHsvvgxs0DVg/U8HYqGaN2L3y8KPT8VIuciR73lRYYmSVK/7OOi97QONTSJPY3LWi3GcgZKBK7rEZ335DCNFll5665Dpz6FmFCLlMvmQmPHlRq5I/pb2ZH72ZTvsmuKR5ZA3SjsL1xJkvmq9HTdDmhkdFbGNFtkKSTTrGS0FJJptsip0DQrGS2FXmQlo6WQcUaWHvY20MjSzNYJSsbXuYnIcpXrjCzNOgNoj/JSyDIjS6H2c0ROhaZZH+WlsMCMLIXW2Nc2tvvjvzW9vvsLelXeTcYIScYAAAIqelRYdFNNSUxFUzMgcmRraXQgMjAyMy4wOS42AAB4nE1Ty2ocQQz8lUAuuzBu9FYrQ8CwwfiUPeRofNqPyMUfn1K3DTnsbE9JXZJKNW+v7/e32/PzO1/eXt+vD3lcHpf7Qx/79fJy/Trdvv++PnSf/3vKn8vP+7V/twXgxsvXsR83buTbx0XmUBI+ZJCbHk/MY7rrKTlCUg8eyRsW4A2Lsxw0TOZceArnCRrmkuOJhkjVDqjJKYFAegdoMnAaM7ROsVFMASKKhfNwFRDpiJnV+Spu60IF44IMD58d4DL/rKB2Cg8UWgErkt0r6TyFRiY190iP3awhsm5QZ4KSchevonlygaJmB8g4dreF8XiOUkM3OsRy68GEMRCY1OMx5rDdLnuCKsfU7qprGf4LTWR0Ce2BoRPrgguvzROWE3KLTWtYPKxhSoveTgYaRdZskQjZkb2FWiUNzJiKCpvEkEG+YGWRVjRpLn2m7JKh6i1o1pp+sHjD3KJhL2uBLbtqlyyt/MT3PO7QLoGLrf26c+eHcrO4T1v2yYxVtLpJdK6RjRtFCzgKgjVNEHH7J5MXPdtc3UAtbZwY7WCVzNzpk9qGBbuWNqwLtRnV5FmQpT3Z0nfNlOVZa7EmrHk8Be4ImB1yWTNDylZRYEhbxnRuZmZKwPBjYBOAM7AZxgY8dzqJ9/zBWDwNXyZEPiushKLM3gt1Xf5W+N6XXtN4fQ9eLRACOVmux99fP2TIxz++p9Cjr1muQQAAAvZ6VFh0cmRraXRQS0w0IHJka2l0IDIwMjMuMDkuNgAAeJyFkH1IU2EUxt/77u6665qbc83NbXndzBahQwQRM6+HiCKaaFaULZpYcKHCiKL+iApjKYGRUEYWFYVFRlEpZpi79/Sh/RGCfWkf9jErsiRLggqRus2PQJBeePhxnnPe8z68Q+HLr4h6jOTfSVPlVbWPYaJkGB0RVFKOpP4t2QmbK/hLDTuVumhfQ6f6U+/x0bXMdG0uWlM2Zoya6eb+V5uiz3ATqSbTRe3J6amcpj1uj0cfh54whKGEetSULKUsYW1BVitRLRfUCoSLETiLRGN0gs4c1PES5WMJrw/qZxC9QaKGOGIwBo0mwWiWqCneqzEnEMtMYrEGrYnEapOozU7sSTpqd6hyEqeLOGcRZzIRUojgJoKHeFKJZzaxaNQgWuoRtCzH6w1Gs46zWG2slkt8yKgJyZhI2pKyCAwqTEFJXR72Mn2QfempyK7KQt7xHOquP8gvu5OLHPMWLFeqwpx5PtbruqH36/f25jXp+K28E36njObReTl4+Ew7bJrXEq4w+7DqQjNItVvCyaH5WBhphNgejTyDZqEr5zz0N/TL3zdn40upEWqNbqWoRsSbhpPwsEKjVEbS8cumY7DfV6QMLMnEruN1EBeuliW3Gxu6DsGvzPNyylUHLks7AQdKS/KzspJxbuAoaO+dFnN+JuDd24fhRjdbEPoci3c2NMCixcP5zWvmYCO9CDHrW8W21lQUsF3dH5A9L+z4Y0cL+PqOyO7ReLwV6oT3w3tlx6k4TN7eCQnD1+TN/KgyWNwNK9Erh3bbcNvBPqjfGZAf1/P4yP8BViw/JicV27Ak9ALgW79cvndI+ZDxBmq8fvFM0qhiyfgI7yx+0bR6SFk68hrOLuoQR3L1WGt8Dg5fSKwuf69EBu6rf+US2+YUYu/Wu5C+8OSCoxtLcW1mB5RueCQ2ffJjl/0JVFl58cG6Ytzj6oHKSKJ8jgngLv0zaL7fIUpNAbT+Aazs+Oi1lyeNAAADtHpUWHRNT0w0IHJka2l0IDIwMjMuMDkuNgAAeJx9VsmOFTEMvM9X5AeIvGSxDxxmYRPijQQDV44IiSP/L2wnne7MgffeSIlVXV22K878+f3rJza+S/75+vT599+0Pvx0Z3H4z09V0w8GgLsvyRfp4d2HT7f0+HL/cEQen7/fXr4lllQg+Rd37P3L85cjguljIsmkvQIkykC92OINYu7Sui3Xiyg9J+q5UVULY26944QSSL1COT06lBqThzOryoS2TsGaHt9/eLuElSEDqTrPG7BHbTGfUNQreXXyZlilgUXUFljIwqVcsc2xJSuxhBBg0ElbETbN3aGcO3AZtFyrTFotBFeseCkoV0GZcpkOud1XF6w6L2ZuMFOruFJDkQ2L4GDIvc8u2Coq6+AC2DZw9M6YAaMQpoeJJlj7rhjJmFFzhWiqgaFyP6rWumxgTu8TipWtB4QzVTrqBmJFvIKLM0sWqsMOGZrwZEbmrR9YTTP2bEkNPnOeRKqaO+8NwTYks4ZQKzK0CdW61xj70OC5hTepCA2orXCDSro5FDTkWh16DbX2tKWwQXV0o/UybFw600ysVN0SIxjNQPN8KDAfloml8aoTi9NqqDwsIQ1wyG3e4yuWnJeyQB8ez+gvCCxS2TpBPN1eYPLqPHfWSuTNPBQnzrCMwwVWZojkelboe27HiZtn0ipSdZbXardjW/oWU0KpHbkNe1p9YXcOdT9GYoNGYOYmdPCibpYkGdPHyjpdZpaVobfIqzpE36zFFKY1CYDlSE33QRVtU4fWA4qTtb+CxnEzCo1DYQOkKIzEOuwTimlAqUbT7ESUcfi71VC2enH0rNoMmx5rOEYgWs+lbAOYZ89qHX4y67Zx0Di3steL68DaIMExrWPsDN72CttGfxuHXJtQPDWwnfa66+02GgwronNMVuVDhN0hO1gcbEkzjDrUOrzrWOVNxLvb03Yxjavq4fn2dF5V/qXzOrJN4vPKQfvjdt4ovi9xzSxQjWA9b4diIVr7HvtFYfenQfo5yNG2vMjQJfUkl3lcbE/rUkOXKEkvY7U4yxkoI3Adjxi8J4dr9MjK22YdBvUpxIV6pFwmFzo7rtQoKmK/lR1FPZvxXWZNicgSaBOF44UrSfK6Gj1dpwM6GZ2dcc0eWQrJNRsZLYXkmj1yKnTNRkZLYTTZyGgpZJyRpYfDBhZZmtmdYGR8PTcjsqrKdUaWZjsD6I/yUsh9RpZCs/OInApdsz3KS2GBGVkK3dhXG/v++G/N1nf/ADV83kJvCxdgAAACInpUWHRTTUlMRVM0IHJka2l0IDIwMjMuMDkuNgAAeJxNU8tqHEEM/JVALruwbvRsSRkChg3Gp/iQo/FpPyIXf3xKmgRymNmZGqlUqq59f/14e78/P3/w5f314/qQx+VxeXvo43y9vFz/Pd2//rw+9Hz+7y6/Lt/frn3dB5hbX/+93hk8L18+L5JLKvwmiyTs9sS8InccEmuL143XjuDBhdIbl61yo6VVOfgOQX0uFvfbE+G7n3hxHbKBlzTOXBsfaKWaHWKrRBNEpFTT4EwYoCtIrRvUPaehTA6R5ck5AzB/hALlpZtmrPM5ljMPoRUx6+A3T9yI99QTox1sKidNgYdrOe1onFzjlLkjD07IDAC6xOXUSUnaH1K8nVm0U6eDVe3gWOmzEZxNaKgVisUwQgvU0E974PJmwVRUWkpD+OUGqUANLeFgRg1G9VI7rK23GAfw4GW9E+NMwGJGNrigfZzk0vYmN3HT77ZAVlL0SSxGF1AW0zkPo6muOVkszroHV25HIJ8wNlZR2BzsHuO312h3JZvclOxzaBsN8QS7kI/InKEpZzlXdjlEj4uRlM1uaVNOArvBQmznUNgl1bCfME911ISyKtpHt+qRQR09RNWxKA7IOiIBwQmFjiSOjZs7sAw/0qIXdYfrCGS0L6xrW0s0ZMi4/wlnxFC/G99rK+iRPB0eRTB8jMmsCbCXnkThpzWs1Hrc/8Kleb39/vFNlnz+AZHq0IRdgIA0AAADB3pUWHRyZGtpdFBLTDUgcmRraXQgMjAyMy4wOS42AAB4nHVQaUhUYRT93vfGWXrO6JQzT6cZZ5qeqWVR06Lk8rxB0uaSYD/KdCqiSQyyhfrRMgVhqwrSQikUZKRl9aMUBee9a7YQRBlZZlkiYkVQFGVjDtFzSoOJLlwO53DuPff7PvkaXxOlIsjfilc6UWkvw5AEBRlGnTmKrGoMdcQxqo/RUJs2yFkaOhbqC+WRwbXqsfHxNUF53B2KoSn/sf+R/5w+9gIiKEDHzZqgzP4v4p/IIKcqzW9kOcIQRvBQhropq+geqgojKrVbrXGonR6q0Tq0ZrdW56G6CUTHublwwuk9VG8gepPbEKGlhkiljcQ4kRgnEWMUMdmIyeyhZp7w0YSPIbyFWCYTi5VYbMQWq6I2O7E7iH0KcU4lTsEtxDnipiWwUezoLzJUpXYKah2nN5m1YbzZZLPwrxnlevK7STy9UgGpWy9JdyqtmHrgFMwYKpfSzznxTkQN1CWxcti8WXj40Gngl+TJFnkOlqRdgsXdfdLS2gUYfrABipY75EWPRHxwuwGuWn/4WgIuLKy8CSuSl/ridqbivuNtUKy55ts/Mgt7zrXBOleBlHkxBl9lNUFLoFKqrjfikfx7sD7SK13YZEBx/j24wV6X2vIDcs3cTvA2z5ZcBdFYUtQL8pqt0totOszTvwR92VfpqP2zXJY+CK09Z6VtwzzStD7YPzJdfN88LBsaB2FHlkr0t/fLg1I/5MY2iYOiFtv5F3Boj1d8e/yd/DHwGL6Wmn1ZcTPxccFo7tu0uqQUTPh5H7p2x4iHN+QgHOyAkuzt6XknVmPVnLuQtLFTzDblIJ/cBU9nhInflq3Eim/d0DO5Q1zwsBA54TkMJVilFP8aHI7oge8DmOHatRBT/H2wz3bG17h5IYbTXli195moL3OhD3tB39clvsl14uqdA8DdGhJ3CCkYSKwDZ6k/41hpPH7By2D90CpW1wtK1ll4Qooyar12LI8/CcmW8yInRGFxeRX421WZJhuH5l8pMv+hFdDiFAAAA8t6VFh0TU9MNSByZGtpdCAyMDIzLjA5LjYAAHicfVbLbhUxDN33K/IDRLGdOPaCRR+8hLiVoLBliZBY8v/CjjOZSRf0Ic24J77n2MdO//z+9RO43SX/+vr0+ffftL7o6c7i5T8/qpp+UCnl7kvyh/Tw7sOnW3p8uX84Io/P328v3xJpqmBnSoIde//y/OWIQPqYoGchaqWkN5AtNfmT5i4N7Gl9EKbHBJIFCAJaGHE8lQyMesWSYzW30rsjMJeqPLEiI7iwNb33vFrLyEYZW60DCxmK1iu2WV4suXeddHtjntgKtGHZpKEJgpCGxqYeWBXZtHXPa9jaBqLkKtIODsIbX0nPCS2bBQMLyge2A2951fNSZqWZl0h11sFiG18oAe4FIMBCKNELLsgb1vtmJLpMSRmwamCh0NYL8MZhzQqNZuNKGYSt6NHtE0ue17AFyvQD93HKPPLKD1A9L2do0bhiMg/vNCyyYVv6lrBn7oc2JdHg0ERxw7IXuGcSmE3Woj04NHrFoTtWrA5l8sWis2ZVZa+vOF/JBXVozsxdp7RCW4tBvQzmdTPEgDbgyaAIbxXDElCqI4XZEKNpJgza1jQcTesZaHjW+0ASWZH7VgPEWVsM85rJKh/GEYQ9Lx0NHpBiCgWnIa1cmxlwNK25XSCU6RwlzKK6S2thhsbDvZa3aQymObqNYyeWA9t7xaGNqemRV8ouroc4bhB8zS0485ptNuOg2HbwmsGYGxNECBNrwH1BqWPZdOCcNh/GCe51n3ga02aVb318YKYufRaNWxQnPb7/8HYtT4LoNCBMv6N2WEd23oTpNgzvVEY9ejvSQ9uHmSh80UF5YsvRa6h1qzPVINHaGEubDezHsjQK+xKe25JrCxdXacfCrr57rti5LW3fThtzzDK4TNgGiXpsd2KN/pkf58wpv6IgcWlwrUEXo04GxSZ7xdQqZtDCY4XaldHjGrDTWreCvbs9bZdYXGsPz7en81rzbzyvrmq/1M/rabyfNxB46Lxkqr228x4BC/F5VVR7XanE/tqTnAu/2iutw+BcJOllcVcD4fpswBGA6wqGcWwZzxZtHZGlx9Yp+Ek407BjLLJU2GoEPwonF3GMKT/zGJORbKnDMiNLII5aWmRptOUEngyWKqSI4HXPRGSpQOdsR+m6M5zMpRjonC0ZLhXo9bVkuFTYlEdkcR799sjZ39H9bqcv8xiRxZkoInSdLUhx2gd/saI246tu5J6wlHRi+ows5uTM7SidPN0cHlk8qzO3o7R4VneiHaXF081+tba/H//t2fPdP+EM6kOLZ/SAAAACK3pUWHRTTUlMRVM1IHJka2l0IDIwMjMuMDkuNgAAeJxNk8tqW1EMRX+l0IkN1we9H70UAi4ho3TQYcjIH9FJPr6STkoL9rW9tdFjSX57eX/g43L/+np9XN5e3uv580F/v+7nr8v3n9d+30eYx0T4Qf9J98vztV5v96endx7l9Z91p8LnLx8X9BXMetxwMQAft1weiifGCmRsHYyoPmGhUZ6Yiy3zgEVo0f60yPabCB+4SGFk0oiWwQwPWuAix61cKXYSlFu1kkjoTi4mJ1WxFK8kYt1LyZQ4OovacWt/dLO4MMxPoqXeMqZt2dHwJK4yPH7m6rUT1W/pgANiB4Jp2jQg6zweYj0tkmTrCJwnyUpUHgoA2v1nURodBg6bV7ggNjSyhQrU6S03TCWIk3yZ77LJkZ1GI6l1Dhz4CemdR7nzRLXTKkFOk5IhrQIlFzQzzykK7C1H0SlZ0SYHhHHLLDwsqSetkqjWJZHNjh6Io91kTtM59RkUSrFNLGrBm4D1uoGCBrEiFBltUthVM3sCWpE5ZNQKffk1a+FYq9DU1t2Fqq6x5vYHTGFT7PxFisYPsZEh1uqqHBOOHgCDuMjNam3LLoFtJy1mtXAPnzZNZUgi4WyE0vEz8LkSagzmuv2oNHi8bml02BhQRDuPqvd5J7lsDFBnX4fsPvMvV7MJCPI+WWygdaEgO5BRndb/R8G9AyBpm3S4918lpRFwjSK7RpGW6/H7xzeuwejjD6kJ2OAYg61lAAADAXpUWHRyZGtpdFBLTDYgcmRraXQgMjAyMy4wOS42AAB4nIWQe0hTYRjGv52dnW2uOd3W3LzkyXnDktTKvOXxpQt2EdJCvCStMrcMK0FMEbthSiDYH2pFVhiolV0oTYvazj5yaiiFhoaJov7hLVMjwoyyjnMaSNILDz/e532/73v4pkwP+xFXMvS3vDn5cjrP41nJ44kQzZGgkOd8Sy7aVNQ8+eRyiqxzPrHcX37O0Xotb6UxZe0JUrhA/kp7/+sdrM9Qi6mW0lntpe1Fim2h/j212bYlGySIh3gEIrRcSJIgSESqdaTAQAgonYBGlJCmlAZCKKJFcp1IbCDEdkgs0UlWIYnUQEjtkVSmkznQMrmBcHD05csVSLkaKVU6lRNSqQ2EWoM0ziJC48LJFbm6Idc1yNUd0WsR7YFoLdJ6Iq0XUvK5IAJCSwtISiyRyuQiSqlSkwLKqZPHJUQLQt6/socgPp+ImvwUjvsVfbCztJvpeRuEM/QfIfNBW+T0pTB8LnEQQvQFpgxLGE6P6YDGI7+NoTv88d7GFpgNTNtqoUPw0JgRGgoqTJR8A/ainkFa2rAxOzMcH95WC7cj2k15yo1Y31UNQWe62LJjwfixshbSY1zMqSkM1jdVwJ36GXbA5I+TA69C8Ytks3A6EKfMlUPGSB770scD20eWQO7YLTbuuQvefvwGNGeURgZHuGPh6TJIDa9hKr8rcMD9K1CYJIyqG7fDbZVVULVewbgl+eAAv3vA5lsYS4knDho2QpQiln0yqMGtRQ1wIKuYzZHI8dObLdCeksfmVNjjL1ktUN/6iD06+dNcl9cB0YN+bIhejT3vzv9PGvvjrBiPF/RCQugE+25myrz51DDsL7/OOkWr8WjiANCdDDNO/jRrvo5CbkIC8233jDmxsA/idlmYLZdFuPVaL6wrimc+S7vN+fvewMUhH8YyF8PlbwLhIXWkc2wS3tPTDBPmHib2RAyuye2CWZmYObkpFl+o7oH3r14zVcaDODjiA3SNOLOh9clY9QfFewFyPOXT2AAAA7N6VFh0TU9MNiByZGtpdCAyMDIzLjA5LjYAAHicfVbLbhw5DLz7K/QDI4gPieJhD7EdexdBxsDGyXWPiwA57v9jSVGtbvmQmTHQzamuKRYf8q+f//4DTR6Sv/5+/vLzv7Re9Pxg8fKbj6qmH1RKefia/CI9fn79656e3j89HpGnt+/392+JeuKS/A079tP729cjAunPhD1T6VBKwlyoq13cALJw9dj6IUxvCSU3YrEw5CaNJxSk1iuU0pNDTeYIZ1LpE9qq+OOm8uX1jyWMQwa07l/eSsba2/GEEF7Jq5M3w2IPLOBQdIOSOypfsc2xnLVxCCm14aStxR6/QMWhlIUUg5ZKPWiVQa/Y7lZgHgpCAmA9bIO6yVXnhcxFdPLqshgUN9+gONjSqBwyc2siE0yqfQOP2lm8jzrdMDO2wzRthTYwGjNorlrjx7NSxcO1qlulwer3K0HPXccXN8pMdBgHCDuandrAwtM57VwmNUS3nOBqokGylkqhAxmGdWrWf3CjhWZLaxQ1o+kJqFbcTAYJDU00mpNKm6zIfYf2dHdo6RQtD8CD1Z7uuJumUQ4pI5+SqwTUEmNzcpuOEtUArm0osBIeWOwfJgmOXhMOx7othJDbQNqGRedFR0zDigoFFlC2jkCa7e6VnZWAmZvCPkU4Rs6whBC81MYQ37w4vOs9Rs76MnitLae9Ffd2x5a++exLEZgaSpHQUK3nNqzESmHS2ZSdDw3soSt2zJx1WeHpA+jRDfWjZ6NuVmIjHnWzslHQdqkblEbZzEoYm6e4AgiooGxDT2PebAFqOSoMNBOjPTHC9DISY23BSrEpmvWYbn7RqFm1dTbyMmtrjV2JPlHb8NCsWY3WteniHljKjXnrBaqB7bXBUCsF8OClvvO2qG/rHINWKQptvEXqNhMkkRqW0Y/mAsbCNKxo27Hdsc376eibEu46mGDz7PP9eTuZ4qx6fLs/n2eVv/E8j+wm0XnmgP1RO48Uv+dxzixQHcF6Hg9sIVz3Mu4XhR2gBpFzk4Pd0iIDlySpXxYy2z2uUw1cYk962avsLGeAI3BdjzB4Tw7X6JGVt+06GNSnEBfqEb5sLnB2WKnhcMQ+Kzscfjbju+waHpEl0DYKjR9cSaL7avR43Q7gZHhWxjV7ZClE12xkuBSia/bIqdA1GxkuhaPIRoZLIcGMLD002sAiSzN5JxgZXecmIstVqjOyNNsMgD9KSyHJjCyF1s8RORW6ZnuUlkIuM7IUemNf29jvj3/X7PrhfwwC30xLz9hAAAACJ3pUWHRTTUlMRVM2IHJka2l0IDIwMjMuMDkuNgAAeJxNUruKG0EQ/BWDkxWshn4/vBgOZMRFVuBQKFLq3Ml9vLtnZHPBLrs1NdXV1X1/f9zul7e3B27398fpSc/tud2e/Fy/2+X36f/n15+nJ6/vT2/6tX2/nfq5TGC+rp9/LrhdT9cvHxvFYAjcaQBH7mfE4aJ4kA9j8R2HucnE0VUbZwDdYXB6TNzU/SgdtPD9DIM0bB0400FWBxR9gFSCZ4QRlHKQjDRpJVCjeUEhDuLhnNR8Bl38FMyDaPzTQdLlFLUK4BDwnBfy1QImldUqpNLKw8x9HnBm9A0Oxf1MQ8iW1zTgA3NoakuMZKXlVRMPjBGZdYOHMC+zSLgOXKbbDJkXsGI70EeCciuRYLnN6qo8VYUqKdU0lWDDqUQtY56dNoNNNklMGIJ7OIhS7GIFcTfm0BrqjVZNKdvdFopaiVTXC6foUXaiLu0x0LzVDd060PqfHiGdG0fymIPRV0s4qyb2IAtmwqazaZnsFgXngCvn5lfM07xSz8XLpePUAfDW0Uq1ceGcIYcsHcnsBQqQ6QZzRaPTZWVQ/Oq2muVmh2vBZRZr36BFsGEnz7m2CSsD5FmTXzUlrdlcK2SVY5ZDrdWskmVctXeZepjenWrHXrOUaJyHicxgQg1L3AFp8Tm8E7CQORDuIIoPrtxVCSrgMkO90YV7Gje/kluJQZvvA0Y97X9+fKNBH38BXrLS4hEBs6UAAALielRYdHJka2l0UEtMNyByZGtpdCAyMDIzLjA5LjYAAHichU5dSFNhGP7O2XbcXHOubW7+1H6cyyxLQyE0Pb1RF0YowuhCQXZh61yYZiwqDQkixVqRP5loV2KWQyvLvBC2c760ZgRhMU1dilaahaKoN5Zax5VG0s8LDw/v8zzvyzPjbh1B/MjRr4nisY3HBYJA0TwThBjpeSYpZFpdhWsytX+VBcKNLPb7AnKjvvFO4n9L/M1W/Nv+3x7sP6fWyqyX8svr6Z8d1qr8bq6//LMsRQQiSEQaESkQkqQQCTVWoYghRZRVpENUgJ5SMmSAWC9WWMUShpQEIonUKt2EpDKGlAUhmdwqD0ZyBUMqNiOlCinVVnUIUmsYUqNF2lAxqQ3jEY7CI1D4FhS+Fen0SGdAOiMyRiKjCakEfAsRadSJhJREKpMrxJRSrRGKKM0zgq+HfgBFidrfgXF5hS5MScEDxDAs5PXTjScTsHV8ENrGnqeWQzJOuzcKS80V7jAuGTt8vWCzTbgqSmLx0E4PfPy6PWXYtBcHMi6IO9LkvtW9C9+wtMO5T2b38b4kXFzthIu7p9zZB/bg+NAmqDGMsL7LiTiVcYLdpOOqy1KxZaEeijwEV6yKxbYzN+F6fAZns8XhE0drwFtXyj44ZcAFlddgh/Y261sMw98e1kGxKj+1p3Yr/lJSBfO6TnoqU4HbxhqhYFZEO3xmXA53weHj6OUyE66qdUHliwzWmBeKZ9I64NHnK+xqvt7mgYQGO9uVG4RlVg8k5jhZFb3EGeJeQVO9iX1SqsVZucNwtugY63ovwb0HfVDYMs+qHXPcm8gJSKqsYrkpLb6vGgW5NJG+Gr3I1eZPwuTgPvqlc4ZriRiClojD9PhcH/dYPQIV02/pS+clePZODwRl6Ph8OmaM3XCarEuJScrCHfNPwWL30lpzOl7xeiGnU0LHNGfi1wX9YP7Q5bbYs/C0bACYila64VA2DvkOli/9jIFnuVQAAAOcelRYdE1PTDcgcmRraXQgMjAyMy4wOS42AAB4nH1Wy24VMQzd9yvyA0R+xYkXLOgLEKKVoLBliZC65P+FnWQyEyS4vZUm7smZY/vE6euvnz/wJsXny/2nX7/T+vD9jcfhP18zS98ZAG4+p3hItw/vPz6lu5d3t0fk7vnb08vXxDWx+R5IuGPfvTx/PiKYPiRqmbka+CqbEfrDG8TcqBZ/XC+i9JyoZqUyoFoLTSjVHcrpLqDEFSKc2YQntAJ3aLp7fP92CZMhA1rpb4dMTcqxg0Wu5CXINSNUGlhEGljITXjDamAlN1PrQkDwoC1gcIXWgHJk1QYtk7RJa8QbtkUpKBdBnhK0A4JXa8Ur1oIXnW2IhCyKRzFQkK5YhABDrkoD4skXmWAW3XLD3juPQ2SS3lCWpjrBBm1TgeTMaFlmJygD1SO9hnv7kNNjwpaNuYM5OnnIgMjjCpZgbrkaDTtkKKiT2ZXtzMU1Y3VvzT54o63LsKxNd2Idknm82z3Bo4SWDXt9Tqg37zVEyHAcZvHeDCw02iW0UWNF6LXPxXmnXKHQcMHaKDEEImgLaJ1Yarz1jmAayGw2uiHWoaG0Zhu2t45ybYqzZsb/0Es0PGx0nA0rpde3ua9t00scvIFFG7wctP7kJffzvGFlniNpU6/KMLHrZdr1lvS1n/3oxMjNuhldg+LuNNIxJwTacIF7kevQUOpfemtg3Ttapx2w9DeHhtL9eWJ733xGIPT3+SQZA6BGGfdW9LZ5KYuM+VO5TgXSdgX+feyjSg9oG+1T92PZisA4oFVBuxkqdcN6DYrt9eLesxK9HKxK80CT90F27OyZH5o2ZtQxV91LbFtiLANbRYYftYzTM3i3M8FzTirMzAo3mLwIvNWWNXg1NxCdw6+RHiLKPlP9XvkQdQDogt1jRQ/iCrKZ9+HpfrtuxgV0+/x0f15A8UPnJeOLxOdFgv7L5bwnYi398lig0oMLo/734lU6B3us9Zzd4pB6jmf0JS8BGJJqapcpK76m6yRFJ7HLsJRgOXfICFyHHnbedd1haIzI+doaGKdeWWEIjchKBEOrs+NKlXpF/Luyo15Pdb7L/JAeWQIpqur0uHKgqCvF7suJlx45O6OBId99Ob3SI0uhn1EMMjoVmrfTyWgp7E2OyFLI3QEeWQq526D57ssp6RG+noURWZq5G8Hdc9pHZ2Qp5DojSyGHZt/Kp0KbkaUwbHw1bayP/7j8+eYPliLS+q5qTaoAAAIOelRYdFNNSUxFUzcgcmRraXQgMjAyMy4wOS42AAB4nE1Su2ocUQz9lZSzsL7o/cgQMGww7rZIubjaNn0af3wkXQwuZpg5ko50jvR4/7g/bq+vH3g83j8uT3oez+P+5Of+Pd4uX1+3v5cn789vb/pz/Lpf+rkNUAVvX5/9um3een58HhSL2fOKK5Pw+oK4glxP8mWkjZsrDU6+cWK/wuIUHtiBC44FoVUPi0J0B1jkJFsITh1ApA7ACuEKyIq0LCYQ3AUKeRJ3w+h8JonJT+KTaKkgD4/txuaOJ2HlNS8sMdwBFKSTYLlRAzWIygRYTKYCIK8vtCTMJpAQeGIuGVG0gHy3DizNGCuZK8CtfVMBDe5Jbc4CRZsCSKiAl4kjqtzIYsplYd2Au7484h45V2JJKxopS3FJKWwUoshrfkOgStbKHm6hIqnxof7bLfOBKZjGt8zxIRC9aTQi2zcPw5kx+Ru9lK17Yalas0etI23jmJ3PnV5K6h5mjRJDb21RsTPlXEkbAr1LaRLDcrJggWhDytmSVizqTV6G1XYbR6UcGvWY60HA0upzK94zl6aaVdsuZx8SiSapC7RBo/VaWasziRtY+eI0ajR7Pm21lWs0p0ClRrJF1r6ib28fd5nHSY27SN+89tZ2Ord4g+6oHJOMwNFogNhcanTPZtG+bF8AxV4O6oYdRC/Xf79/0qLP/xYSy9HGbHu5AAADJnpUWHRyZGtpdFBLTDggcmRraXQgMjAyMy4wOS42AAB4nIVPa0hTYRj+zrezszNPczbXnDY9y9lUxOxi0s0d3/pRRKV0LyxXRA0LIiroXmIaBd1Tia5CNypLRCpo7py3LIuIGmUXSUON7pSlNrpgHZcaSNELDw/P816+5/voK2sgahnJn0pUkaRiC8OQBJUZhid2lSlH4jol221zGZ2sYXszH+xraG+/954+eJb5V5sLasrqfrPmX3P/02HBZ7juVD3pgnbPdM/W3+3/tLvsrh91kUAYwlBCnWp4llKWsFY3q/VQLefWOgins3NmD9Xxdt7k5vUeqg8hesEt9CGCwUMNocRgdBvD7EaTh4b1TdCYwom5HzFb3JYIYrF6qDWSREbxNLK/ChuxRRNbDLGJRLQTcQARY4kjjjgGEoeTOOOJM4GYNWoiLXU6tCynFwxGE8+ZLVZWy0V8YdSo5DdIYuWcJmgVacblhen4hKmHtmWPpCsxqThjcB0Uj7vjGnJwNKbGNsK8jnwfTRqD69L8cKdU68tjB6FlfQ3MbR+Z7l01ArdjFTTsP+1bbkrB/IuVUHEkxZeTOBp1LWfBKLT7kiuG4lj3Kfiw4bl8YXwa1p84C1k7RWXEEgmXJh2GGAtV3qo3Xx0pgR/WTGXmsSF4Y3cxhGZuk8NmxyJftQuib5+UM2NsuEx/CA5Xu12hySK2xBdBYPVx6VNbOA7avAc6HrIZs96H4KJJJyGu5KdrU3Q85vvPgH+vVxIL4lCj9wH7Klvub4jCjuuX4JauSM7RmfD06xp4t7JAHjrDiGJbDYQvuCq/ftqh0HN+yJ08TP6eHYnXIhog/PMK2R8rYIB7BtOKP8lfja1Kwu6X8F4plV1ro1AY3ggp9alSHvtTWXT1DVSPTZea3gSUrJ3PofC2V1q8WMAd5XVwzrVE2nr0sZJ79ylM7PNN+gz3FJfnAeR621wLS5uUjVI9BF6UupLHeZV9z27BjvIBkmbNFLySUQ15RdfTD2ybi/NH3YTpzbVSTuIUFLW1cL6MlwLcVPzw4wlUNVdLk07Nw/u1j2BCY5R8rTAbLb8A7MARKkvt1vAAAAPyelRYdE1PTDggcmRraXQgMjAyMy4wOS42AAB4nH1Wy24kNwy8+yv0AxbElygdcljbu5sgWBvIenPNMVggx/w/wodGPfIh4zHQTVdXl8gi6X9+/v0Xtv5Q/PPHy+8//y37Qy8PFm//851zlj+ptfbwrfhFefr89bfX8vz+6ekWeX778fr+vTAUJnumFTixn97fvt0iUH4tOCpOGq0VrI0I7eIRoA7q3S73i7C8FdTaUaaFoXaVGxRF5R5K5dmhqBQMlaa2BVVkf9xUfvn6yxbGKQMY1HHNGcftid4OcnHyXkGgJxYoAI/Q6tAO99juWK6TJMK1sfCiFRwHrTqUqsKUpCWTv2gnY7vHDk8FVhmy5IKCLN4+9UjbdF6o1BUTyzr6wkI/NUBzcKt6y1dV7rfM0cQTHLWz+Do+Vp50A8+OeoDRmGHaqQET3Aj7lTU8wFS+FBh1GtohVJGi6KG5AR9gduZRB7a0Q22isJiB+6lZTDNoHYyZW3NeumhWFT2Je0omnekiXKWZVo8PedPU0JklvIkSzjMoclTxgo7y6tDW42yWB5VgtafHh5zNrEbvIdYqNyeugzHzgcWWxYAWWLAq0w2L4ywcwrKaMKclRseZcruBDyw6L1rC0mruGabEAvZxYGm5fSyDmd2zxl7KcaQBo+MMG9Z2LHcKDWre4aOJcHUctrFaw6RwarAWOPX28t1b3/pwdefk6D3P7+xHF6HmRJFG2ZR1jLCAaZApZ36j5cxlMOcyTiddORM+B1XUzaaJtBg1JjdcGEebRxooymYugfRpVQqAQfWDcSjazSi8aFnhmGR2MIWzwIQ5/4iyr+q0serQbvzjyC1RsqI5NlinkCSU9SwvRcksngM4BklLrW3gUQWSZO2SGa8EoeRRLMV0QmNEihlXI+G1U1YO0GTzmQJN00hCbJzO7B0ge9WHg43Eqg5Z6wLa4h1DTuxMg9nMyioIpReN10x+GIGbzSY7GiAlr9DAhR0m7MCCY7vFb40WqyTBOqLnNvjz68uxGXNXPr29vly70n/w2od2U+jaeWC/NK+V5vcce26DJIJyrSe2EO57jft+rRk2iF6bBOyW9p/BJWkZdwuB7R73VgWXOMqWBK7HWK4AZ+B+PkPwXhyu0SP73DZsIaj3qcCFeoTvRic4O+yjYWTEvls+Rj678d0NO47IFmgjjeKF+5DoeTV6vB9P4GR4VcY1e2QrRNdsZLgVomv2yKXQNRsZboVRZCPDrZBgRbYeChtYZGsmd4KR0X3nZmRnlWRFtmbrQ3AyugylK7I1W09lZGsm12yP0lbIbUW2QoYVuazpmu1RvjqFVmQr9Ha4N7/f3/7JtOuH/wC8jQB14mwSxAAAAkh6VFh0U01JTEVTOCByZGtpdCAyMDIzLjA5LjYAAHicXVPNahthDHyVQi82bD4+/Us1hUBK6Kk59Bhy8kP0kofvSNtA6MH27kgaSaPx68+3l9enx8c3urz+fLve+X65X17ucj9fL8/Xj6enr7+udzmfP33z78v3l2t/ngaYr0+P/70+ESifv7xfOBeX5MFri/DxQLRS3G8cy9nqoOVhJ84W1jiH+LGXVAwcrHUDDSkB2J2WZ8A38n2RkXeAZBsCe2U43VhXiRGItppOgXGiQFZQWRcIOk1BKd+Yl6VNBwqyKfAKTEpLPLgDGukTIG+mvWJmXKEnLMU2+TMJLy0ZvJzjRoUBiBvfwv4xKd8oVyFyPMhigSTTYJN2IHm3OGtb0FSQut0oVio3N8Rt9WqFhXYLiWrxeFYsbIZBweOqdrTEkBYwa0jD29EX84QhG1mJObGWO8ixbhVPU1WN3os2cIIMcuKcfApqqq1POlfTOwItaKqNPuQqjRN7zmFydMRlWodeP2VwHKJxdQFPQDelvjDvnIPF3to8OBS3U3DnuXwpDt3z1xjLtvTBV2Zo01hZtIOSqkYzl5gxTX2cZbuOZnc7uxamgUiEd8DSV0Sz1gzshV1bA61uGcRjWhFnJBdcfjw4ipLGy1Ac2WViDWu0APht64+fmnknzzpu43sC04NhegFqED0CsEvvSowWOmJZA3B39e1IUJ3j+oi0+VvRpGfaaAgL9jYmLS3ScYvopgTPId0kefAEb+fnv5v6Pukjua7Hnx/fePH7X79K4shmhNQ4AAAC+XpUWHRyZGtpdFBLTDkgcmRraXQgMjAyMy4wOS42AAB4nIWOa0gUYRSGv/l2dnbWbVtdt/XSlqO7mlJaZklh63gIon50k35EmY1ksERQaBaWRpTdYIkKssjuVl5S+tFNM2fmlKUkZWpIal5I7WYQ0YX8UTZtWiBFB15eznvO+b7nvVzZTbSykD8VpSla0y6G8TnD8ETQnHLE9bNlR2Mu5afr2LHO++Y6OjYfe2f0Pcv8a8z5esoafrnuX3v/6/1933CjVL/pfPHv7VEPGIH6+3QkHiEfMRNhCEMJdWqQLKUsYYMlVu+hek7SC4QzCJzNQw28wFsl3uihRj9iNEmmccRk9lDzeGK2SBZ/wWL1UP+AaJ01kNgmEJtdsgcRe7CHBoeQkFCehkzU5CCOScQxmTjCiBBOhAgiOInTRZyRxKbTQPTUKehZzmgyW6w8Z7MHs3ouqIXRCMkvkaj8ZS+gwkFTZm5z4yamC3Znt4kVjll4OqADzl55lJx+OwmlL71wN2ifnJcxD622ZtDuZAHi8Ex6PRQ757plnIOx52vBc6RS3rFnOhYfvQ67bqXIZReT8GBLOez0Dsn3hQTk3ZfhlbdXaTiRiANZ5RA7X1Bd1SIWmE/BUDxVC8PjsCT3OMSkLVVzV8Zj2N5C6N+zT9mbF4Gfqw9B1eRLSrHTgd8MRYClmcl5GWF4OP4YeDvPiSd5G0YcOgzSAJty7a0fbllwCcTZ35Mjc6agoacUAjNqxNftLjzQVwux4WuVTxtD0V10E2pTC5XIHCveuFUPq1sLFNdxC8Y01sO09dUK7x5WS3KbYUN3vDLrQgjGPO+CoIWblXuZJlzR16nlH5Saqo/q4oKXkP+kSLlZEIqfH/bCotMzxNY7w2rP0jcQqiaJ0sBXtfF8N/TKsjj4wg+3NrVDWaAkvlOb1HmPG0BfHCF6q5fg9sQ6uBrZ7z7zfhUmTn0Awro2cTB7Ceq+PtV4jGJCQipmDT2Db/vrxA3da/BKUxss75io7PSmof0HdzkAHtwEoeAAAAO4elRYdE1PTDkgcmRraXQgMjAyMy4wOS42AAB4nH2Wy24VMQyG932KvECj2E5ie8GCttyEOJWgsGWJkFjy/sJ2MplJF5yLesb6558vtuP0z+9fPxHaXfLX16fPv/+m9aKnO4uX/3xUNf2gUsrdl+Q/0sO7D59u6fHl7cMReXz+fnv5lkhSLcnfsGvfvjx/OSKQPiaUjKLmmTAXcu90D5ClQref60GYnhNy7tjYwpA7tzqlEbpIKT26FJuEQ64FeEp5PMAo3394s8DqwAAsjnFfMnbQ4w4muZo3N+8ZqMrQArbBXLJo0au2u7ZmRXN2kFIbTttWma5SdillLsTDlkgPW+26pUI8FZgbR4YcQeTwZWS+atV9IVPDiVuFj7yBtnbVQnFxsSVriM2tVZriCrgBQ9TOnEsHlxhPqTDFKrhRAJozqEl6H+JC09myJoSbmNL7BJKVapBSRvs7nYvEQ05xdWfJArMKubSi0xla9MgpbsYMbL1V5gJRh7PaUmVH7gOZWKKmGZFoSLXDngoeDL0qRm9i6zyk2HDHlXRzaelaR8dz9xrc293yKsE6qtFbSK1yOqS2sNr7ZotlFANKwFq1Oh1JoLKnF2G2Go3CWQFmI6k969WmQ/fFLLaXRsKAR1HUkku7lma398qzEhS9aGvTcdepjR1XPT4aN9cq4csW6zvvseNkPNkyomPvGW/Z04s9ffOtz4RtaJViCBgDwystj4lSXRAMIrHPjKFD32qBseW8y2qfjQNMR854X1vUzUqsGs+zwqrOpSlss4SibJbKXmMq+XiaWWCWfabFdrPWjY71CmvBo3HKBkC22f7EAMSxCitwC9hud+1NRlG0Zo1TeMDSkALa2Cq7dhatYR9zFQDGKCFjoG2UUBtaZoA5rqsevjHlL9o+CtwRRsKssXj6AvHuyzYbbGlWSwnfRu1gkN737Ipre5YGR+MUkSlmqRvEu9vTdjKNs+rh+fZ0nlX+xvM8sotE55kD9qV+Hil+XeOcWaIWwXYeD9VCuK45rpeFHaAm4XOSg13SMgNH4iSXgVztGtepBo4oSS9ztbrLGagjcJ2PEL6nhzN6ZK3bhh2E9QnioB6pl9EF7g5raRgZsc9aHUY+u/ldhk2NyAK0kULxwLVI9LyaPV7HA7gZnpVxZo8sQnRmM8NFiM7skZPQmc0MF2EU2cxwERLMyOKhaAOLLGbyTjAzuu6bEVlZpTYji9n2APittAiJZ2QRWj+PyEnozHYrLcJaZmQRemNf29ivj3/X7PfdP1qI3uTeZfu7AAACJ3pUWHRTTUlMRVM5IHJka2l0IDIwMjMuMDkuNgAAeJxVU7uKHEEM/BWDk12Ya/To1sOD4WDNcZE3cHhctKlzJ/fxLqltsIMZpkvqUqmkeXt9v7/dnp/f+fL2+n59yOPyuNwf+tjHy8v179ft8/frQ/f3P2/5cfl6v9Zza6Bft5//nRg0L58+LhJDIvWQQarHE/OIyXaKD5PlBw/zNRvHsWBZYQeNSewNu+oJEhbCdRpinBt3jVNssM6oAMsCTiOS8pQ5UljAQ3NJ56/pINLhpF75qtn5aQk5MpazNU/EvuDiEMRDl3SBGb6Fcq51CkFBIoDENXdnk0X7BhkfT6CkyR3IED85AZhVgLRvQGyonBwjdYJbh+wKBI8KDq6eBi3aWnmtebLDQurKAjhRP5pdPRIdi5TRicZYi8RmylH2mhcsS5qbLGdNxQ01kBWlnYYtwGg2bds5zbh6YgI5WrQ/tilBedmp1Ss6afsS97ntDMyxJLJXZwnpaj0Wm949qXvVTcQb91m2jzkD+Y6zSY836j50ZY0Z/AT5WBPXmjfGp1gX8DhvfNYRSxZpRWNsvT7Bs3Fh1y3TZ+GUyWjXIrOrJmOpoNbKBKxea3GPog5pB5JkG0az91VMj+p/gdgQLh8X/CIvYi2YBetIWn0usVpvZq5RK2h0Fe7O3H/DzJ1PtfeGv4RLINzzzmf1VWXRbiB/6do8Yda/QyzeflFEBzymXo9f377IkI/f6x/RMIx9aEAAAALjelRYdHJka2l0UEtMMTAgcmRraXQgMjAyMy4wOS42AAB4nI2Pa0hTYRjHn3POztnmVm7OXXTZ1i6aSWkrwTA7PgQGSkoIlZY5K2JIgRFRUB/6UvnBMqQLEZUVa1BkN80PuZ3zZsy8jUU5zLwhhVSkIhZl15OikRT0wJ8fz/M+l/87GrjVD1JEw+9wSkqSdISiYLFEilKAVSLNgeNXKpspc9m/yMjmUjH1ztBz6zNz8umc4abWzpbncrZtzvj/5pqp9dyMm1lX01eVU6D+xD8c/XVEBRRQNNA2oBkZTctAZnTLWA/Ncm7WApzcyuk8tFxhVWjdCqWHVkaBUuVWqUGlcavngXo+qKNBo/XQ2hjQxYJO79YbQG/00EYTmOIUtClekhnMC8CcAOaFYLGCZRFYbGCzg80BsYzkgaVtFlbGKhVajYrT6Y0yljMGKckbTAucrl1DWBGC7PmB1eQi9KFjcYR3HVhBOvpe4Jf20JqvpkyS4x3EveYTAUN5Jmm4HsZjxc/84a6lxMm1YGLh0SxjYwYpSPWj5s25gOVoKhlPq8fcQ0wg7WEmOVx2A7MudAW8+dLOEi+OGcJC887lxPnBh3uGk0TbyXRSX3QB7zC3hTFDMqlrqcHA5RhRHnKQg5NnsKa9UNRXOUiStRpb8hhRXqonY74qvCuoRT59OdnWfh4rJ7b4y1xOQnVexXf7WL43J4XcL7+GPeYOnk5ZQjoz/VJPnnB2bTzZ9LIBT9VWCo3bY0jXpyAOvdkvNLHRZFUkiKOtN4WE1m9iRSgs/cspdI+ZSMePXmSU5ULduihib+vBy6snhIlv42L1o9eo2XxeGM2II/aXA+jNT+Op9ZNim+ut1LObX6n9Ll7Z2IN5RRG+NJkjMUwfDicY+YLsp6L2wRNMfGXnvf58UhsfxNMfI3xsOJ9U5T7G95easkbeFZMdI89xYFDFlzVvIL7P3XhvWZCvLyoh6f0RPO4zCvbcrcTwE2B0+NhsT1qDAAADmXpUWHRNT0wxMCByZGtpdCAyMDIzLjA5LjYAAHicfZbJbh43DMfvfgq9gAUuWshDD15itwj8GWicXnssAvSY90dIUaMZ+RBvmOH3E/XnIsr///jvX6Jyl/zr7+evP36m9cXPd2aH3/yoavqHAeDuLflDevzy+tctPX08PB6Wp/fvt49viXtitTWQcGcfPt7fDgumPxNJJnMLkCgDUrOHe8TctRV7XBtRek/Uc6Nq2yfMrTNOlLC1K8rpyVFidhRyAdaJNuWBpqeX1z+WsBIyQKA7B5l6XTqQNx3VnTdjsQSLwDRYyNJKv7LN2ZKlCwwh0OqhuZYd7Y5ybkVwStDWp1u1hysrngrKlSIsk0BSDrk81CxW3a+lSHsLtmCnI2/QNg0IDoOl1jLhiGe7Txik4waP2pk4HYHck8FcJ8ylbyqQ0i2h2uYyPbPVb4ZXm+yevX4o7qSGZ1KECdsi3mCvncG9hD82Qg/PlpZdRnW4Z1GYmqHi2EMzc92T0YKtQhAsqh6Zg17rBveIzw4WR5qh8lE+piIbLJFmy9aI2wqJh+IOn1iNLBca2be+0dIm23gXQTB7qI6oTUSfPaTWV7izo3pk7ULRkdabvQSLRbd6EB1tHLmymjcYIiQri24su19j65RpVYwdurGwxUYljpJ9LOG3lSqhoVbZ2Zq+xfEvs+cVI0qxVbTH1mJUcJEoQVaQqaEq72x31tqHIDrMqjwOq2vonyaQxFzR6AiTK7GBNRThngZNL/bH5kiUMyuRHFnQfViBozatlI7BVmZyWepWCMZAG7UajaPjMNy3XHmvGY+aVTu1UR9LEkTzkmnB7QjxrFlvPtiHAi2LrVsduARbOXKTQWcDWd8J7ZHNUdlwstYTZbKIsJ1MbhEaRiJ9PgpPVrhsdbCb5cX9SpXZj1XpcNw/DZMvt+ftxok76PH99nzeQf5N5z1jL4nPuwTtl+t5Vfh7GffHguowLqbZ59WydM52f2/n+C6G9HNCo73yEoAuqSe5DNpi73QdpmhO9DIvi3s5V5QwXOceDr/rxkPX6JZz2+6MuV5RoQt1y5KKrtW2wxUawbSs4AmnZcVr86MM90sgeVbNPa4YyPNKvvpy4suwnJVpzpCtvpzeMiynHnHGjKcetXKaM1p6RpHdsuLi0QFmWQp5tIHY6sspGRa+noWwLM08GsG652yfNi1LIfdpWQrZNdtSPhXqtCyF3sbXpvX3458ue777Bb6e097FXynOAAACEHpUWHRTTUlMRVMxMCByZGtpdCAyMDIzLjA5LjYAAHicTZK7bhtBDEV/JeUKWA/4fkQIYECB4U5FSsGV+rRp/PEhOS4MSLvYw+EleYeP94/74/b6+oHH4/3j8qTn8TzuT37O59/jNu95DHjyHDu+PenP8et+6f/teLvU7+3yLeuGTX58HhSLMvOkBUh2viAuT5Mr+TJSPnGZMw4nNGtOzHzCEuAcbsnFY0GAny+wyPVLCLmErAIoHUBgqgCsMPEryQqPEgLTXUClMS+TwBFK8zmfhWkpdcGSoZCtz0xXqsbSrQOCTrtTsMqAah2iQE/iE4Bw7ECmFKAKsE6AxemKWRIxGVxTT2m1wCtGH9DOoMThDMDNXfog13fuhGqulHxFwpQAxUrMxazeXIMaY+buFVy1KxMJ9xCgvIdmkuheWQHLJSXcBRw2F3Ks69EUG25cQu2eCrWQj3tZbqK2fc7UrZfdLs1REvcldIPliUEJxUqOHK4jXJN3nheH6NtEaFOrnmi0jmrEXheZ60ns+lFx0uYs0QOthBgdTdZel7mr8mGL+N65LHdKOjqlPCSsVsobl16UJIrdSe5FTNoLKtM4h+JuxLQNSyjDbCn3nFp3H9naAl2YSg2553TbIilfWKOxskkvZ45rZWuQ9fiGw8scGY4I1FWxeu3rkODhwTLLHxpjrybtBK+Nupz/fv+sZfr8DwIvzS1mnIfaAAAC/HpUWHRyZGtpdFBLTDExIHJka2l0IDIwMjMuMDkuNgAAeJyFUGtIU2EY/s53zo67uDbnmlubetqmCVYqRZGpZy8TFaO0X0ZRrj8x0i7+ipLAklpUFBFZ5IrKS2lJEGL1w529kY7ogpZmaWk3ulF0h4yhHVczEqIXHh6e532/93t4PwTaholcOvKnUmWkyahhmAgzjJIIMlOeOCckF7V51wSz3FRWRvosnepPfaeKrGX+1eYjmnIxv5j919z/tD7yDR9NNZkuYkdD/E2/e9FNkxsjB6CT/u9pDWEIQwl1yCE5SjnCmT2cwksVvEchED5G4I1eGqMUlAaPUuWlKjVRaTyaWKLReql2GtHqPDq9oDN4qT4ujTXEE+N0YjR5TAnEZPZSs4VYZiipxSrDRmyJxJZEbMlEmEkEOxEcxOHkqCOFGFk5iYI6BAXHqzRanUHJG01mTsEn3GXkiOQXSGpj+TP4dpW6Qkty8AHzGL5W3hetGfNQLBiE/H238l4/zMaSjKfQrN4d2D+UjUPqXohfywZOfpiD9u0hcDWO5FSkL8LB+k54tuJy4O6mTCxvaYfT36sCKXwuqgdaIWxmpRM183F8ZjPUuZ9LF9oW4rmCVhhz24NNnS6cHuuHbQvYYADnYmHtUfBfLw12HcxCt78O9G98UmnYjvUvD8BISZPUl27DNdn14DtbljcrS8C+80egkD0lHttoxEcFh2Csj3OVvVNj/bomWL/0S57zahpatS2wdcUVsSQpFfP3dULj5tXSghwrVs3ugNuL66RwSzx+zgxBCr9DzqbDxR+74WJKu+QoHg9WWXuhgZktVRst+CrxMQzt3SDNuaTCiuOD4LV/lQ5e+xT0mV6CNeOExKrM2Bv3BJxHM8Thw6PBBvme1bXJorGnJzi88y20xHvEqtxwsOjpIHR86Rf37OIxZ9kNeFGbJLKqEiyO7YLjW/y5d/aswvJj3fDj/T2xUvbTff0weipG9J9Zjp9hANy2m4HRrJW4LfQQ3G0oFpWuRtNP2Wj67LNoBOQAAAO4elRYdE1PTDExIHJka2l0IDIwMjMuMDkuNgAAeJx9VkFuHDkMvPsV+oAFkZRI6pBDbMfZRZAxkDh73eMiwB73/1hS1EitHDLTBrqJ6ppSsUT535///I0oD8k/316+/PwvrQ+9PFi9/Obqvae/qJTy8DX5TXr69PnPW3p+//h0rzy//bi9f0+kqZbkXzixH9/fvt4rkP5IqBk7SykJc6nIdvMIkIW12e36IUxvCSUztm5lyCwNJxS6lS5QSs8ORa3k5Uy9twllUX/LVL5+/rCE1ZABVcFxJSOD7jf4St6cnDNQocAC6riDklXgEMKOrbkTwxBSUGjSNiG4QsWhlKXAlEAtxBh2vraw6lZgbooy5RLfeRXqIaE7LxhbK4FtgHdeHOCNheLgYtZzdCGLtLtzVdzlC3j0zknqgJgeanWAvY98KAY0Zui5ldE9A5dWcLrWEU8wpdcEarb1oZSsHVjuXnQ52gHVmTUrTgtyuffOWqN8gptpBsnKM2aWPBjquy26yIHlkFwLjRxms40nbwE8TAYJEVI0womtQNCiyAnVdHMotM4R+WmxZo5+bmiPdljSIz71HnnrYh23e3eU6AbQaKm1qy5/SfFoM0JkjTvNTChHOsyFgicvOi9aEEDCMRCSuTQ8tx1SxF37cMFbUbTE2vov6cGx5QzLc0eYzzLSI4YVPbBry2kNvSzQQ0Mzcw4sp+9jTNCw99HTJX366/27YiVGCuHMbe4l1EhusV82duw56zBDmclBnZ61Xz0bfVNf/einNTZSL9lcOKJu1+ucahpQHGPhkXMLVRsKDu2ZgIaTNmzaFKuKhwmEwUq+3piVMDNmLh87gkbPWgYmDAHQcW5i239HHmn2jCmmnEWXwzibW1iO/lKb/cUaeeTWZPMe/SWO/nKfvA27Tl6Y3p7zmsTZ2fuFc1rGCeKvMMnRDjuIhhuIGFIahMeGVcJjCn+6vRznU5xYT2+3l31i+Rf3qWQPifbJA/ZHvA8Wf65D/QK1UWz7kKhWwvUs43lR2DFqENnzHOyRFhm4JEl6GcvVnnF5BS5RU79M1+osu1CjcJ2SMHg3h2v0ylq3TTwY1FuIC/VKvcwvcHZYS8PhiF1rdTj8ZOO7TJw6KkugzRUaP7gWie6r0eN1RoCT4e6Ma/bKUoiu2chwKUTX7JWt0DUbGS6Fo8lGhkshwawsPTRiYJWlmTwJRkbX3ROVneI2K0uz7QTwV2kpJJmVpdDiHJWt0DXbq4Y9clbLrC+dHu9rmP35/q+b3T/8D+H64TErAjITAAACI3pUWHRTTUlMRVMxMSByZGtpdCAyMDIzLjA5LjYAAHicTVPLaiNBDPyVhb3YMG5apdZrh4VAlpDT+rDHkNN8RC75+JU0MQTs8bikqa4qad5e3+9vz09P73R5e32/Hjgux+V+8HH+vbxcH3fPP/9eDz7vv13x7/L7fq3vczbn5yVvqtKXb9QvPz4v8IFQ2zDmgm43omHqssOGQmKjoSZonCIKhi/e5uAIaVjNsScNLaftNgeU/FHQHTqIJ1eB4PlLc7jRjjWClZJowrj7xThxHjapiViKMAvVsQNDHNYnsJ5POK0dlI1SsBDOfjQ+04iWo2Emp9RlZaEaVgJJyLKyUN6Vd4ohMy1nYcpESw0gC55aI7k5zZ1ZzDAt3NFSxjxNp0nXLNhw7TQzXMqjIrVMqxPWZEnToKndPwnFY9Mra8ik6oZZoSShNZnW70PTf/nKiVRw6xxMGl+CskVMK0nW+hLPjlWBanT+rqeSCVSaZmSlkIytz0TUVDxSSTmaXmdGR5aw9pRSv2Vklrj5OVxfRa5GUSyS4np5OKXfKkCL1j61YEYnPmIWnQ0Rqd0xpQ4L3hyt0EuCpc9cx6jeVMJfe+kFg/MhHZKUO2IwcWy1XNLM7mghrL3D1Amm+pQhg5RRFBTo+ed4rVwq90aalsjcRMzTPFYFqyL2aG/zGtUuCO92at1a5tALXC9WFZQN/eoAxSNUyhN3Bl23jz+/MLCx5MA+/wOr79F5OGFXvgAAAvt6VFh0cmRraXRQS0wxMiByZGtpdCAyMDIzLjA5LjYAAHichVALSFNRGD737O66uebmmnPTlTenZsQaYkWW7foj9oKyELKXsErkSvTER0SFIFhQ+SBSMAmhB1RWlGUhuHv/zJZUhEW+SjOt0KBWCYVS0nWWgSD98PGd7/v/c853jt97rZcoZSD/Kk5BvIIihgkww2gIrzDlSMy4ZP/aXMo4q9iprAn0VXSqP3WfNnAsM12bC2jKBk2warq5/2lj4Brub6rJdAF7cnoqT9Oe+AM66f95g44whKGEOpScLKUsYa0eVi1SNedR84QL4jmzSIM0vMbk0WhFqg0mWp1HN4Po9CLVhxC9wWMw8gaTSI2h8SrTTGIOI2aLxxJOLFaRWm3EFqGhtkgFdmKfReyziT2K8HMIH014B3HEsNQRS8wqJYmaOng1y2l1eoNJw5ktVlbNhT9nlIhkAiQub0U/GA/RlNcdydjJ9CjrdsFTkIjBmd2Qc7zZ3VaxFENXvoVi10nvwZqlOGtJG6zbYfRWpjoxo9IHYsXu5FPxS9Df2gSRriZvC+9C3+PbUJaR571fsgxHx67AjVhWyqeJuGnNJag4OiA9y1mMpflXIMQZLZfmC/g9vAbWDlP5/TcnVhdWwfXOdLlxdQJqz1YCnX9MmrctGkN9peDac15qGYvEvEVnIULe6s7OisLcvWfA11grbAwx42BXOagXqlNGPwWjdOQilGwZdjdnz0XnnMuQu/eeUF4bgy96myBz63YJvtqwraIBzvmrpHdmE/bV+ODm+mJJrA/Bz4d9kD67QUpK+yV37muD2giX1LjLiqk1PeBv3Snp92txpOwV1M8YkjwFfjku+wN0mKolMdqK5Ql9EJeRJmRn/ZQrUweh9/RK4cI+v9xd9wbuhDULQ3eDsX9TN9xacFR4eXBALnS3Quo1m1BnX4dDdx/AgZGy5ULmFkxueggfzzwXtCNrsT/3JaR1fnFj0gZ80tMOV90/vE+XbcaiR11Qd6JeWCVloeU3bjgBQtgGNgAAAAO3elRYdE1PTDEyIHJka2l0IDIwMjMuMDkuNgAAeJx9VstuFTEM3fcr8gNEfiV2FixoSwEhbiUobFkiJJb8v7CTTGaCEPfeSjPWmTPH9rHTXz9/fCfGuxSfz48ff/5O68OPdx6H//xaa+kbA8DdpxQX6f7tuw+39PDy5v6IPDx/vb18SWxJIMUXd+ybl+dPRwTT+0SWyUQAEmVgU794hZgNKC7Xiyg9J9JcqTQPY65a6oQSVrlCOT0ElBqVCGc2bBNaK8RTrvLp3eslTIYMLK2/HTIp23qC6Upegrw6lmRgURA6FrJRgyu2BlZyE+v6MqCUSVu8lFeoBpSzEtdBy7WVSduklCvWohSUSxsIl8t21EIJtlq04MXMKhNbsNLEohlesQgBhqxWuUOyqvIEO+sO7r1zZtBeCNfDAhPcat2KhuTM2PzlqAMMUvGomqJtYE5PCS035s7MmUSP/MBgqwVKMJuXvgznZAhfDGYU3cHFNaNmEx018EbX3uiWVdrmN6xDsgD2vN1lUge0VeANqkND1Sbdm1SGmOZXvCuwdAsoQp2ON+wV9qeN9wK30Y1qw93Zk+GZmFTasASjGe5F6gp8ntrEkrWtF4TTajw87g2wno/LddrNPUTBS15dnAXDGNCOdd27Bp5ud4fNToxZ9dyaW23D9olzLM9eZSHqatSxsg/+MXHW3/cqKiJTQ6G6dYJq+hKjrzCqGrk1Gxpcy65Xx0YRmWX1LEGHBrF96KmPnGVt1qZxgGeLC9hes9438+ylc/gQwUzN7K9F1dvWfO0xTGirhwLajMN93Lw6ZXrM9w9O49R9lTANKDUexmmN2mBFsJ2196z4NhsbJvvbRzG8516ODTt7VkZFfZvpxHKusveBy8Ca0FBbpdDBq7xj6+hv1arT532FBS9o/ce6Zg32mq3Y7LLYyNAfKapbm/0ceurVIBoHh4yDJbBW9tF4e3vcjqdxYN0/3x7PAyu+dB5KfpP4PHjQ/7ie50rcS1e/QKUHy3lGiIdo3Wu/XxR+ijpEz3WOfsuLDEOSJrtsZfF7WrXCkGipXZarBMsZkBG4LknsvCdHaIzIyts3HnbqU0gIjYhc9hcGO67UqFfEfys76vWsznfZONIjS6DvFe4vXElS1NXp6bojMMjo7ExojshSSKHZyWgppNAckVNhaHYyWgp7k52MlkLGGVl6uNvAI0szhxOcjK/TMyKni8uMLM0+CRiP8lLIOiNLodt5RE6FodkfdezmM4EZXzrD3lczx/3xn5tf3/0BCWThOoS2g50AAAInelRYdFNNSUxFUzEyIHJka2l0IDIwMjMuMDkuNgAAeJxNU7mKHFEM/BWDkxloP3QfbgwLY5aNPIHDYaL+CCf78ZbUa7xBXyV1qVTSe7w974/by8sTL4+35/Wg43Jc7gcf5+fl9frv7fb11/Xg8/3TnX5fftyvfd0GmFtfnz//F3j98n6hWBQiGy3g8O0b4gog38mXkeaGy1xtcEKTxilJN1gcmIObge3Fg5pFAIuc4yPAtJNVgKQDKFg4rKDcSVZKSPEAik66QhbOy4mt09lSJz9FdSdamg1UAY5TkROUIlzsMgFFowlgBO4Ey8O4gOXuPAEBwPkDvCQVJcvgaUY7ZjGgNw5iH1odY8dYyZ3Ji8TP2hCgHQjStm3BuNRNeuG+Qry1lBtWbuRySe8KAojVNaFYw2nATWOeUmaTNlvWk4cdwWY2gaW/soKnLwtr66oUT1ExmrbKYSoWEcjBKZLGUu6RVDcB3PSVLu1oEI5IjKmK3O7UZMrI6ak3oMpm+Tk4DyxExeYFi898A7DZreZZLErGvScOLbqLZjSLZrN7qRvVVRy8aSR6TWJ5Ro5jwKNGIaRxIKFq1h2makSvYda+8qBpJwlpk6eOj7VxOIZZ71TvLLdhmZSdjRCVrbWZ2qts0LZg+RHUfWorrs30gXmZdEdSM6UmN1E608vXNsDcfMYBMvngZo2HxjhQ4nIC6j4WEFEfLamTNnho0nX78/M7LdpY62y9/wXWDNWPmH5ovwAAAvh6VFh0cmRraXRQS0wxMyByZGtpdCAyMDIzLjA5LjYAAHichY5tSFNhFMef++zuerdpe2mb06Ze3TKLyjDQMvXuRJQpFVFDevmw+tKlJC1LBDMsKaTSRWAhGhYpGVL5IS3Jdncqs6wszYosy5IiIrAPkQgrus6XQJAO/Pk953/O8zz/Yd/V90QpPflX8YoSFJUyTJAMwxNBIeWIc6xlJ23ONUYVO518cK6i0/3p94zBZ5mZxlywp2zIOFUz7f2vNwS/4SZTTaUL2lPb0znDeMLWjEefgI4whKGEOpSULKUsYW0eVi1RNedRC4QLETizREN4gTd5eI1ENVqi0Xl0oUQXJtGwWSRM79EbBL1JogZjgso0m5gtxGz1WMOJ1SZRWwSJiORpxBxFdmKPIvZoYo8hQiwR4ojgIA4nccwlZpUSRE0dgprlNLowvYnnzFYbq+bCexklIRkXiW8t+ATuJdRVvSANm1UD8DP3lSjFLcXWgn7I+9GR0eFNxbjcj9BWcdwX25yKWqkHfHWRvhr3IsSuTmjM6Uo7G7sMi1U+OPm7wbexfzH2GFsglDbdefE+FQtymuBE5X1fcVkSpmsvw+rWF/IRNhkb1jfB5gM2f3e5iFV9tfDYMCLfnrcY02vOQuLeTX5LVAp28+cgJbJUXmeJQ5fTC/ZDF+XCfXZ8J9XAqbaTGU3PorFwQxU8G7kkZsqzMST/NASuqF3Z37S43dsAJaJF7CXzcOHnRkhyPxRjjjkxK9QH0datsvduBP5qbIX9o1655osRnz7phKHko3JbxSwcaOmEurQb8ufnAf9gbQ+46hPld5IN69oHoLt8p9ybp8Hwm2/BVPZVOQ/76/O/KNmq5VNZNsTlg7AlfI24MiPg79r8FYYassXKg8P+0Qsf4LyxQyyq1aJ9Tz+syD8s5mqG/M/dj6A0M0Ys0q3H7If34bu/LX3Xqq249toD2N3eJ/7pW4dyyUug7WpxR9JGfH3mDdy6fk+sOLcdA/NfK+9Ey27chta/V+H/UpkhUl0AAAO3elRYdE1PTDEzIHJka2l0IDIwMjMuMDkuNgAAeJx9VsluHEcMvesr6gemwKUW1iEHLZYTGB4BsZJrjoEAHf3/MJfq6q6LZ0ZAN/H69SP5yNLnx///EZeHZJ+/X759/Ezrwy8PGoff/MYY6V8GgIfvyS7S05evf93T8/vj0xF5fvvn/v4jsaQCyb64Yx/f374fEUx/JpLM0CpAogxcSC9uiLk3KHq5XkTpLVHPjZpoGHPr9YDiqOMK5fRs0MkKmaW1CdULtFh6fv36xxJWQgb2btw3yNRI1hN6dSGvRt4UWycWK4JjIQvzprkZtuTRi1NkoNInbQWhK7QblHOv2IOWaZYC8iDhK1asFJQb88SCcD3k9rFJGMaLuWhuk1d4HHWrHa9YBANrGpaxQXKrBSaYe9vB3jtj9pxvpMyEEzw6bB1BUmYcuQFHXfNgONIT8aqcYO3fZ0LJQlFj1lby0cFSStvQxagV3AcHtSqWSY3xlhNcVTT2LIOiEdppdOaRe++7jBaai5rBu0edRkAH1R3aQ0NrHOYkCU+MTOHoEyrpblConrRaXsR7p08L7dAR7Wijhn2q2SASK7yLJYhuIOJwBbVVnFjSOm5YPLzWIDwhFWdm1uMNS8ZL6mwKh2WkIoFFNKNcsHzYvU77AHaO3AaMrWvkI6fYdhiigLjgrljY9c6RI4hWaUXEvagaKtWdt6UfNvsd3do3d9cIDVXGrrfHSimtlNAg6BtDNRShffv4zKnL4MgNxzg04D7K5H3TFlPED2cprQhtctnbNjIULAEddSngbd7Y502rU30UtMPsJb257TYBTAFV8/veyGPEzPcMo+yr0ntWM7bmcd2vFHOpPY91eGJnz+qIuJJBTBHnVnDzI9fA6mLCWNc2RJO3la2/3KK/2tUoQiUqkxd62TX09Gqp4Wg9qkAiE9ulb97VE+jVeGXWVJNDGQeY96Xz5f6ynUxxVj293V/Os8q+dJ5HepP4PHNQ/7idR4rdFz9nFqh6sJ7HQ9EQrfvu94tCD1CF9HOTo97yIkOT1JNcFnLRe1qnGppESeOyV4uxnIESget6ROc9OUyjRVbeuuvQqU8hJtQi5bK50NhxpUZeEf2t7Mjr2ZTvsmuKR5ZA3SjsL1xJktVV6em6HdDI6OyMabbIUkimWcloKSTTbJFToWlWMloKvclKRksh44wsPew20MjSzOYEJePr3ERkVZXrjCzNOgNoj/JSyH1GlkL1c0ROhaZZH+WlsMCMLIVm7KuN7f74d02vH34B6DLfGzd7JQcAAAIlelRYdFNNSUxFUzEzIHJka2l0IDIwMjMuMDkuNgAAeJxNUz1rHFEM/CuBNHtwFvp6+sgSMFwwruIipXF1bfo0/vGR9I6Qg112Z/VGmtHc++vH2/vt+fmDjvfXj8ud78f9eLvLfb8et9+Xf49ff17usp//u/Ov4/vbpa/bAHPr67/XGx0vl5cvnwcHCNq6MqAoX5+IwA31ZAdjiyuB+do45crGpx5BwmxwM6SzeMg9rk8IbByPD3GyFb4Gp0UFI4RI8Suka9Egq0/1wuCTBXyRd7nwzIOQHHIyg4nMBwxZm9+ziAi0Os+JkNyTLq+JqlPPAbZ0UHGjXS4FcJUzzYd0zJMSDGUOpODuHKF+UkBwK5BSLluyqtp88JQ+gYgxJ6iOnuQQya2qvKA6keD16xZa5pRods6Gk9c0MJO2moMa5dpEo7jKmlpMROmtomBuVZZt/wqZjirFXKqIKIti2cNlrqG3ndbexKLp2BZwrYDbQiDWaJQoYq9kYCSX7piYNrBtYxR7QC8cV2+WkYbcwmbwxcs6IU5O0zQ0m2dFRuNq2quAoEpQ8WiwdnIC9zSZm4Y6CaW/NJTS9q6rI7jYE1Cpg+O5HiRCTZ6rllMGSNq4ZcI7rSxVndnZcMDUCvECMsuCjblXXY5UeFvqygpxZSyx9ydgFa7GK3PUfwZ7lJuOA6W8Z1nMOuXoOkopzXsYngjWFsK7PGbmakuRGxf1y/XPj28M/PkXPK3RvgRP32UAAALpelRYdHJka2l0UEtMMTQgcmRraXQgMjAyMy4wOS42AAB4nIVQa0hTYRj+zmVnm5vTuek2Z23ODSdlYmFkpse3C4iQIHTPcD/6sR/aCP1nVmSSIVpidFOKTLtY2UArDNzZFzXDbrMyL5CZ4aXES7aFmkLH2Yyk6IWHh+d5LzzfN+6404v4CkK/y8QjmsdRgkBmnglChPQ8kwwyzkvabzOp80zRS1nk61PkUt+/J1zQ1FJ/cd6nSVq4wP+c+58O9sVm/HEWY/lsWuwj4k/61fNfWrz4txUJIhBBItLAR6RJkka0ykILrKSAsQh0iBHqGYWVFIr0IrlFJLaS4gAkllgkUispDURSmUUWpJfJrWRQsJmShyCFEilCLaFhKFRlJVVqpNaISHU4Dy3SRiDtMqRdjnR6pItEOgMyRCGDESkpPoWANOgENCOWSGVyEaMIVdECRuUi+HhoAciUZ+2H4W6UGjO6AV8l3oMn5x17/NIa3P2hG35kvUjZPLMeR9r7oMxc5vicloQn7W7Q5HW2xF+IxauCW2GQNSZPFK/DsZtaYO5Ek2Nbfhz2JjZBdU2RA7cl4bgD9XDXRHNjI6vxjsI6YHd+4pRsAi7NuQnPjxidM6PJWN5aBeUM7fzqWYkPVp2FisOl3EuNARePlMPaWw3ctSotrnlyEfLvbU/Zu1HH+2egt/Iy2zyrwA8yT4PSTaeOjQTgrd9qwZs+nZJ9PhoXFN2AjqGHbOIWE1btboHrw7u46Phw3Ci9DyWeSm7/vhBsC2mF3KECLmFchqkpF8Q8s3N1LXPOQx/dYKeiOXmrGnfxf8IV5nK2kACsbOgB24SX8zZPOq2NA/y7qrnbERoMZB+kcbFsiWfa+dr2BbSBFlbTP+uMauuBU4862PpjjO+OOUjLxka2O5XcUzA2R7DtFRnYm/4YVnw/lzzg3oMNMhdkx7zh5zPwwORbUDYI2dTaTPxqsAuMZhd7ZSoLU+JOkFZquJOQhcN+AqNZ/VqyqN4MAAADnnpUWHRNT0wxNCByZGtpdCAyMDIzLjA5LjYAAHicfVbJjh03DLzPV+gHLIiLSOmQg2dNEPgNEI9zzdEw4KP/HyZFtbr1DnmzQM0pVZfIIjU/f3z/D6k+JP/88/z3j19pfej5weLlf7577+lfKqU8fEm+SI8vb3/d0tPH58cj8vT+7fbxNZEm6ranJNixnz/evxwRSH8mbJkKGGXCXICMPH0CyK1ot+V6Eab3hJoFa7MwZNGKE4ooeIVSenIoEjtZyVwAJlSa+NJUvr79sYRxyChNXManklGrzh1aKl3Jq5OLYzmwUKaQkhv3TbM4lnNrOMK5cDmEVEK9QtWhlKVqC1qqKJO2S91om6cCc8VGU27Vg1dJyxXbnRcswzR5K8iRN2jjFQsLxcHFkxSQrCoHsendRMConZG4YIOYHi2reFp2Zky3BD2zIga4yMjJyFrpbQN7/aDlhjUgluyBcDAQbOUArx1oblJLgEl4JK5nxVo3rNfOVBDLiGcsTQPaK23lAAkNAoPWPMYyoch9cxuon83cQ6P4drTpTNt9n+A2EwythTObHFlg5V1Bj/wWYRwK7FSHzwg7b71Rpnuk1ahyY6WQK3eGwFE3zFqPIkONPPcMrFslEA8D82yMPlctd6JdAzmvYXU2W6YG4w2a+71ejiYyJASvVOTQULltOcOavs7G71MDqs78Yt8KjBJDgugwQ0fg0FBb3cqG6tiWFWafZYQ+81DljnfUzUocg8TkahjHfAcRWtCeXu2XNdxwoVViusGyUHY32PfrUMuDzEdamcnlIluzEQR0JsEElBhQYoNkn080alZz6RTTTyB6DjB32NuSZs0qSYgtyoE1L6lsviEOrPmmh1ruevDey51D0nwevC5x8sJ9FiSOBoCRBTMATKwttp6wO+XVeZv2OXxrj5oZWGUX/HJ73u6auH0e32/P5+3jX3jeMPaQ6LxFwH7splyXhD/zuDkWqI7gwoj9vVqWzqnuz3IObjaInrMZ7JGWAHBJmtplxLI943WMgpH0y6RkZzl3cASuIw8G77rrwDV65Hytq3TqdSqbU+DksA5i04hHZB0VR/6Mfp0OXa5HlhybH+QvhHVk9Kw6/ToDel7Rd186nkfkrIw4Bm33pXt5RJZCdM1GhqfCbuU0MlwKR5E9svTQcIBFlmYaNmi2+9IlI0LXXojI0kzDCHbc0z4yI0uhuTciSyG5ZttKp8I+I0uh2/hqWn8+/t2y9cNvK3XS1yaj99IAAAISelRYdFNNSUxFUzE0IHJka2l0IDIwMjMuMDkuNgAAeJxNUrtqHFEM/ZVAmllYCz2uXhkChg3GVVykXLaa3m0af3wkjRMC8zxXOjo60v318Xa/PT8/aLu/Pi4HH9uxvR1yzO/7+Tq229efl0PO7/+e/Gv7/nbp+7a9XOp6qY8+mceNGvnysXGAIF0ZkESuT0QQ6Lmzg7HGlcBceXBm48ZZllwRFhINbmG0Fw2GXZ8Q2NUHd1TZ2RpffUA4RAixsgosiOAsIiymSVBh31nA1KMTRNkmIU0rgUE5ZEqonxkulUDVgEyCkp1SKdh2xpbWALjbmVAVsjOoKxSh42fPjrZTwnLmPkAraaMVM3YKCNYGqpmMOSAh2ckhTBsXW6U1wVm1iWQVXkoxvOHUUlo0RlqW8rJBeSU3ipLZExinK+iveopoo8NOLcvXtIu2uFiW4emncK7xzULbhlguTW/tDoPraQJpt5BAy+O0f8aS/QpIkTWoz1hBgirLIYfcgKinVKKUV7Noyfrckhwadh/xnNq4yPiSTKtpNJR7SZxmpsCUI0atw8uC3qZi9/arXCWqnSobsWytjsaZEoM8RWVVWK9mV1xo+U9JUWDvn9U29fopYHXWMPVkiSGpRl2NqlhTo6/Gyz0fuNzKpl7pZ/iwWw+jw1UmmD6FEHELKTNo8CD0jg7PMVez26wDN7tcf//4xsAffwD3hMl9ZfgHlwAAAvN6VFh0cmRraXRQS0wxNSByZGtpdCAyMDIzLjA5LjYAAHicnVBrSFNhGP7Ot7PjWWubU+e8b641uhm1maWmp7cf0g2jLNEEWZgxpIj6IWQXrQgsRAzvtUikrJZiPyS0dOe8EJmCmEZGE80w1KKwUIS0oLnSyD9BLzw8PO/1+b5Jd9Mw8YaG/AmLF6u8KGIYHzMMT4xephwxz0t2Ic1tm2cZu5R5X11Gl+aXzil8a5n/LP9L+/vGuQUzi6Z86cXu30cWbv1dXFzpezhll/zHglQShjCUUBOhMpZSlrB6Oyt3UDlnlxsI52fkAh3UjzfyWjuvcFDFMqJQ2pXLiVLloCo1UWnsGn+i0TqoNoAEBpFAnV0XTHR6B9WHkJBQnoaEeRFOwiNIeCQJjyIGIzFEE4OJmFaw1GQm5pUkSOZ1Iqcmg5zlFEqVRstzgTo9K+f0/YzXIvkFYskpHIWq6BlhuDwRz8iGYPrYgMBdiEWHyQNxPU+SrWMJmCZ/B/Ut1e6StgSc/vECSnZ97NiaGoOFmZ3w/lJUUrd1C7oudkBuaL27cG49qk62QEHcWve9TYm4weUCvy8z7ls9VqxNbICSwRFRyorDgEsusNkM0st2ATtXO6G9ipVam2Mwr70aQtn9Uv+JjahxVkEpVyYePhCNs59L4fLZh6KpNAz7J6+D86kxOdoQhf4FlbAm4arwvCYAu2ZuQ83QVPLxcQtG7rwHhXOPhbunzZhb2wHBc7vFsrpQzNr+CBqbikVnvRalrE4ov39K7D2qRj6pE7oP3Bcrc79Lr2P7IGmdWczfG4KWI0MQ3+IQY4sUeMEyCKN3pkR7/lepNnEMbhZViW+9PU7bCGR0W4V09Tcp9toEYLxNiDg7KQH1gLM+TdCVDEgNN4Zh9rxHYMcVmK7ugge9OqE4JxWZ7KeQUpGfNJF3CD81PwP/jD5BPJeK5vhX0BjhSd7TsA9TKgagrI4XN1/JRKbnDbgutgmtUdk4ZfDAhx3qbQPpBzH4J90A/aFd4S0wAAADtnpUWHRNT0wxNSByZGtpdCAyMDIzLjA5LjYAAHicfVbNbh43DLz7KfYFLIikxJ9DDrGdpEUQG0icXnssAvTY90dJUatdXfJ9NiDRo9GIHFH+99c/fyM9HPH5/vL113/H+tDLg8frb37M7PiLaq0P344YHE+fvvz5ejy/f3w6I89vP1/ffxykR6tHfGHHfnx/+3ZG4PjjQC2NBKvPiiGaDx4BiiCxD9dGeLwdKIWRZUBZOk4oKvQ7lI7ngCKzRrhQDgLKCrHKVX7+8mEJaykDUGLLx1rQmM4VUulO3oOcHdtqYgFaG9halGDTzIFtxUBlCKk0BkHbB8EFlYCS61NNWqfiSWvEG1YjFVh6zwy4BJYzF86/SbDghUJEkNimeB4NMoULCzXAtYjYADtb51MwmWwiYNTO45CJQGeWPsGme/EAnRms+H4twVVAzqz1vjPT8fkALRZ7O4TOAgdzVdMN3IJZiyJnCrwy0xiebx2nvsDdNYMU5RNMkvm2wt1kw3JKJpbBUaCnHCvqm21QScGsjYc3q5glFBg394Bmin3/YdnSZDrNh7TbGCwzXKmn5Z1dJxZlV4t1+sdyZy+i8XmyCjt2VA6LKKZxS2WZWKi4WQLxtLBNX1qTsYPXp9Ytu0jB69jadGZ3XmfPuO7uwTavUa+TlxtQauhgO7YfP8bVF5pns2o1NXSjzQ7I2SYo467BPH2pobe+50ECqze7+4XQpWGrBY66aalpLpdr2pJWNPrhDTrKZm6CUOlQyTw5tOk4wdWoqhsnOlWH9Jhmd3tkX9Q2jxEkdFgvzCBVZg4YdGcdNesFCIew0nXeCCxqtvmRZs08NynWu0di3UtT1cK2xCoNrLdG6n3yWt1zS7NNcsfkbak7eKHmrdx7MHGwsx8wXemyiWQu6cZbjkmyzOiZy6vRjCbWb+f+GmgQx3PQI6Poi+g8IuUWC/vp9WV7n/LFenp7fblerPji9Sr55KDr5QH/pX49LDFv46QL1EdwYdj/3j2v10sQc76afXOIXP0cfEpLAIQkOfTWlpvP8d56wUns1l1bsFwrWgbuXRIG76oNhMaIXNtKYJx6nQpCaETWQSC0Ojuso+LIiP+s0+HIJzvfreO0EVkCMbLq9LDOgJFXjNW3HtFG5KoMBwZ99e2+txFZCv1WQ5DhpdC8nE6GS+EockSWQhoO8MhSSMMG6qtv92pE6H57MnI5fhjB3XPZh2dkKSSZkaWQQrMvdezmKrIZXzpbWMMJaOkMe9/NHPPzXzcfP/wPW5zhTBNcHwcAAAIfelRYdFNNSUxFUzE1IHJka2l0IDIwMjMuMDkuNgAAeJxNU7luW0EM/JWUEvC84LG8IgQw4MBwpyKl4UofkSYfnyGfDbjQ7r4hORween/7uL+/PD9/8OX97eP6kMflcbk/9HF+Xl6v3156vr6d8ufy637t38sA8Hr9evbxjfqO48e/i+TaGnLwKpE6nphXiPpNYrl4APcwGVySrXFxz4OW9tW4J8sNPCzhxxMtKdfTEKQ3cRh248wbN9NKZSTYqzgDRKS42t/geBMFYWYHwM0noNRhkGXWUsDkcUoKIjDxUlVuw045UzNE34RWRMEAR/Mzh1bsiWBoEQSEDV6JormWCY2BguMUa7ZvnKuaQKcJE0BZ2XiKtxYUOW1COSjvxrHST4NGV1PLraIzqAejarZoNBHfNJ7b0WyKqobZRVu/Cxmcd0xL8dCeAfzUejbbKQeXAHm3rjoedZefSYmjOxfZM0Ccx+BMIucIalpdOxCHKol4cNo54mcpUEx22zBKo/H3zdo8xrVnV0Inb9HQWGk2rLibpqC3aWxb9Kp8jQVjyk8aa5y6iWCv3O0eiSYUmgJW6mFzozu1Zg+Nu5HZa/rkMO9ZW3wfvRnRQpwTvrZYm9dyZiQrq7TLhJ5mJqfG0T5QNp4KHAusZuNf1Loddmn/LT7uTBg14JRzw001xmA1UgQSe0q7dGAM+/MfZH4IzHqmxfrG9fj7+yewQzdW5t9/Fj7UqWoUdkEAAAMCelRYdHJka2l0UEtMMTYgcmRraXQgMjAyMy4wOS42AAB4nJ1PbUhTYRQ+9+7uurmtNaduOqebXrUPlbQvUtzdwUKKpA/pTxmNylgp/QukH1pZf4TEQk1NQsE+FBT6ptB775uaFQVK2Yey0pGVGYlZWirabamBEEEHHp73POc8L88ZFhpfg1x6+FOxMpbKOEZRsERmilKBTWaaBe5Xy8zJrPMXK5iFrPLNFfRCfaFP7fuW+s/xv/rFPjs7F2aO/XyyYn7b186bF/JfxrPybMJZ0gAFFA00B7SCoWkGGJOLUbppJetS2oH1s7FGN+2nsqkMLpXaTav9Qa1xabSg0blp3SLQ6V36xaA3uGlDABgDwRjkCgqGIJObNpnBHKKizaEyLGAJA4sVrOFgjQCrDeyRYI8COwdcNHAxEKiQoyhpzq5kWLVGpzeoWGOQiVGypteUnBF+A2K787xY+51ytn5LIS8pD37Nfc43TiSRnOU9uH7iiWORkExqQvtxk/aEsGNFCrlm7cLHBSohMjeeeA92YEChMzVhZi2ZqW3BE97LwqPWBPK28AbemfIT6uuSSWdbA75YNSzEZCaR3fmXsN7YJ46/XU2kTw3YJ4RLFh1PXu2pxssfGKnrTDzJDqnAuGfbpatbE8mzqnIsqSkRm8vtJG6gGKOPXBOnzBZy92EV4kiU43tmOMm3lmFedRE/mWwk+z11snfCsbIthijUVzCEEfiIUxype9OCH8v2ilf7Q0hi5S3MbqgQl48ZyODtDjweUyS+t+rJTfldFNEqxt6blvYVdGHp2Bpxw0szue31YI/lpNjZ7U8+73yHp881iVo6lKxr78ULw+PiaPGIFJfdj1WVPxyRxUD2HR7EgS96vt44JWm4XixPy+Gvaz3ybT2YtAOck1m9UtyAB7c4Rx1N6aLkcD/FjQkzjqMXvdKpoQd4YJzjw4YyyNmsNkwLG0rNsu0kR9Pv43T2C/mWDNIX1o37d2v5is3bSOWyV+gdbOfPv8siCTPP8VBzoFg6tosE/wQv0xBpuVSNZgAAA9B6VFh0TU9MMTYgcmRraXQgMjAyMy4wOS42AAB4nH1Wy24VMQzd9yvyA43iR+xkwYK2FBDiVoLCliVCYsn/CzvOZCYsuG2lGevk3BP72O7vXz9/YIW75J8vT59+/UnrQ093Fi//+e29p+9USrn7nPwhPbx7//GWHl/fPhyRx5dvt9eviXpisDMlwY59+/ry+YhA+pCwZSrdKBPmQqXZwz1AVtZqj+uLML0k1CxYDZsgi1acUGiCVyilR4eiwghnLkgTKgrssfT4/P7NEsYhA6i5jPuSsXI5TvROV/Lq5GLYXgMLRMFecqPWr1hxLOeOokNIYT1oufd2hapDKWthCFpC7ZO2I27Y5qnAXIX5kIBH2kTqlovuvJCJZfKy6Mob1+1qUBxs1wDQAclWAplgksYbeNTO43VAMHMrPMGdi25gNGboubK0ABcVPbLGDTYwpWcHF8DBRxk7H5pLw+1+wM7ccsOQYbfCfiSu/FM7qKYZNDeBgGSazN3qTLJhJSQTt+HDDFIgoK3XzZqgLrhlMbbhTRPZA4oFNkdAixRLiTtb0pZaRtyxPTJcCgctN64Ti3bfrTvK9A/FfSyrrU65ArrdDEfl0FLGbaasowYWEHcsTgvLgS06cnrfrMi82RLJeQd22qdiOFQtBlvZkGcbNZ16rTGnhlp3u2NNX72flerkLYQQGkR15xXvjZa1xze7P6OVu4+OPWcaI4UVooFzp+hPNaO2zcDY0m2MCB28XrcxnkxCId6ho2yWSo1hYH0a48d8p7r1EJWYVNQj67nDGIT3knvRLQk0imZQHIm0Biox/yS3Wrf+IQyokoQAm6QjXTV33YcqjZKJWa9OaG+zYubh7Vo0KlYzQC0DatMnUmxOkr45l2o4oXIMIzs07UPWJLvLSQKrjedgb3OYGS/Hdy2shmus0aJ7rEw0ea2h9iXQrCktCzbk2uC12YMT24psc8F21bPzNmUJN1ZvzwDbItoS8e72tO2w2GoPL7enc6v5D56by14SndsJ7I/0XD7+zmMjLVAdwXouErYQ8rkt/F3OhcAGWYzdDosV7DLXwY60y+hme8freAYj6ZcJzM5ynuAIXCcpDN61Q8E1emTd28YiDOp1K3ChHjmluVZjh3VVHBmx33U7HPkU47tMJR6RJRA9q0YP6w7oeUU/fZkjPCJnZcQxaKcvM4FHZCm0zgcnw1Nht3IaGS6Fo8geWQppOMAiSyENGzQ7fWm+EaFrj0Eapy+dFJGlmWRGTkN5nu0oLYXUZuRU2GfktJ2bwo7SUsgwI0uhW/1qbH8//tWz57u/7sDp7NS3e08AAAIqelRYdFNNSUxFUzE2IHJka2l0IDIwMjMuMDkuNgAAeJxdU7tu3EAM/JWUd8CF4PsRIYABB4aruEhpuLqPSOOPD0ldYaSQIM1yh7PD2ffXj7f356enD7q8v35c73y/3C9vd7mfv5eX65cvOb++vPnP5efbdZ7fCzzve1///T5TM7x8+7xwgmDdGFAwb9+JIDTs4ABnqxuBh/HilM6DcxDfEBRZFvcgPZqGpPcjsOkJV8nB3nDZ4CQy9QgpWQcrFHs0D2psvVblwQKBSlMvHLX1xdwLDOaqJxGfQt2tBRGI+u5Qj4dStW7dnYiGG8LQd0E8dXe4NcCgiafYUoyDCkw9ZwHD4xSrSbOAxF0pwKVnD0zmgxKSh6p7cp1ycc5NAek0AMjuqPZDfJhE0/rY5EgDZ5kNj3fdbWlrYEaqOYJj0pidD3ZlrjkBok65ptri3DrWPZlurTtt6Z3Cx7xkzZVZHIMTs+8Q/MQxqqeTbYTmA1/rjMf06H/inWbG8vfMl8dshhPd17YehWl4PIInFFGzfxzXlcO22dKgCQOUxLCbZmyEoqvntGFDgqINt9jIath8EtfORuiQSCeo4RqfHQpjlbQAnjjjxNYhzegU6MPR2W59BhUTcm8/beHKPWbb3x0NiGZGHbgR3+51mMcVU5voE61p0kPjxSN1r0puMrtel7xnOsPr08mW9yz3BnU+s8s7bLx4ou9VyVAfc61nPnjfxLje/v76wcCf/wCLHtg8neixBAAAAu16VFh0cmRraXRQS0wxNyByZGtpdCAyMDIzLjA5LjYAAHichY59SFNhFMbf+967u12nbs41N53uw5kGKZRkpbXryTD7QxCLLDVdIXOQYiCUFYYY9PFPpqJSSRKSmehCqIzA3b3gByVUKmVqmkkagh8VfaCJdJ1aIEgHHh7Oc85539+cq2UUiaVA/ypMVLioEopCEaJTlAwZRccssiy3zFrMxi87zax3mWdO4/X5+jvO8yy10Zj19JiRrji90d7/eqXnG3aNas2lnphe2/575YmZDeJV5FWTIwpRGGGzSMdgzCBGa2MkDixhbRIDYqVGVu3AUplRprLJOAfmvBAnt8m9kdzHgX18kY/CplAaFSoHVvpF0Cp/pN6E1BqbJgBptA6s1SFdoAzrgkTpkT4Y6UOQwYgMJmQwI3MoMluQmhYpJNhskDAsJ/dRqGSsWqNlJGxAFyXioRWhsJ814+BdScXbzsSRJjwCxwIG+EnndpIYMwRp06+sqQdjSa/5I0y8LnVduBRLClS9kHP8fXvn0lZiPdcN+Z0X9yqndpKzLe1gtze4uPko0io8AnwryWW/GkfuzzcBF7Tk8o2MJnGnG4DmxoXRyhhSLDTBFY3J3VnGkxMJtdB2knZHmqLI0Rc10LKQ4pZmbyNjtdXwUndNsNSYyfi76/DAv1HINOpJUMht0FYdtjrKDYTJrQK1s46vNqnJvrEbUD7DxKdNe5EfGfdAOfXL2nM3nCzMNEKz/hnv/81CMlrbYfOnQ0JJm47Mpj8BXWGZEDrsR/Jzu0W288KOLF8yldQNpYVOIa9o0V23pxd2vw0TEvRa0p81Aprfp4TBbI70mIahwWtWePpwzp0TNwnOAzeFAZWWPK76AEd8g3m5ZdHdh4agPzmVv5w+4TYZPkO2NIqnuS/uMf1zyN2/hY/uSCbm4g4IuhNirTalk+aWLsgrGuLndiUTeeIbqK/w4r9+TyF9BYNgMnTw9RWZJIwdEDkDBbs9g2j+AK457pYP+PmuAAADqnpUWHRNT0wxNyByZGtpdCAyMDIzLjA5LjYAAHicfVbLbhUxDN33K/IDRLEd28mCBX2CELcSFLYsERJL/l/YcSYz2XDbSjO+Z84cv0765/evn8h4l/zz9fHz779pfejxzuLlP7+99/SDSil3X5JfpPunl0+39PD24f6IPLx+v719S6SJuj1TEuzYD2+vX44IpI8JWyasWErCXLCKXbwDyApS7XK9CNNrQs2CYq9PkKWVOqEgqlcopQeHogp7ONciMKFSsXssPTy/vF/CasgAV2G4kpGZjydY4UrOTi4ZqE4sFA3NJTdAvGLFsTV3GumVXGR877S11y09dShlLV2DlpDLpO3E7YptXgrM3EmmhM79KBuWDdudFzIp9MDWPgo46tYbX7FQHGxplNoGJFsFD+IKsNUBRu+MudIolekBLRPcFWUDozFDz0yj/AYuHFdetUY7M6XnBM1IaMigjMKH5tJ46zVUZ265oUQXclGAyQwysj7BbJpBc+OZViYY737Xs7LuWAnJ1EZHbCZmn7sLKxtUQ4Mox2xiVQ4octsmAlq6ORRK55h4jaLZ0w33zHp0Q6T3GONWcSZW46lzOUo0A0BwKKhcj+mh0rfyIsxRM3CMhL1YQ64UT+2CRefFrDGtVjCwMgR2PH7F0px2jN2xuVXRyK31tmPHxhkWyuwaScyDNWcWfGGPjeM69UrVFhq4yNY0lPRtuIQCTQ0ILTRw4x2r4SjUIXbdxiKWT21JytY2HCvXsvqMRB360WIudZt17NZi4+21jbpngdgQS83quBnVaJs5FQ8v807AhJqnbZ2gaZVtKrMUewsol30zyZcN2SyqTwECMTiYm5RdAUUjWILDqxyrQVmItiLQbFqjYQ/mDkXawYu7W9NsmvlHyOUaHTHewn2zKBLbd6sCaJfBay6BE6tttz47VZ6dt2mb9isF9AADbn72dHvcTps4f+5fb4/n+eM/eJ4xdpPoPEfA/ojPY8Lv6zg7FohHcGHEvmer/unrfi+ndVeD6OnOYLe0BIBL0tQuJlvtHtdJBS6xpX7xyuosZ6BG4Op5MHhPDtfokfO16hijXlmBC/VIvdgRODus1HBUxH5XdjjqKcZ3MZA6Ikug2QSNF64k0etq9HhdeXAyPDvjmj2yFKJrNjJcCtE1e+RU6JqNDJfC0WQjw6WQYEaWHhpjYJGlmXwSjIyuuxCRVVUag2DTc46PzMhSSDojSyE1j7BhV6TPyFLoY3wdWr8//uGy67t/grXTZzvYtogAAAIgelRYdFNNSUxFUzE3IHJka2l0IDIwMjMuMDkuNgAAeJxNU8tqHEEM/JVALruwbvRovTIEDBuMT/YhR+PTfkQu/vioNARymNneaqkkVWk+Xj/fP+7Pz598+Xj9vD7kcXlc3h/6OP9eXq7/Tvfvb9eHnuf/3vL78vP9iudtADz3Oc3rzk3x8u3rIrlUttxkkWy/PTGvYN+HxHJxvfHypD04ewRwCbcbrU3Og/uWOpqHm+aJlpjZiVvwIb5YN3CmAD+tZJFD9irtBFrkIhO/a3ddXUEVSFCxiS+1PESWlfoQldXZqFBf8NLgwsWubng6rbRDuhLtbGB1w2fGZubJ2NrcTckxeIX4wbVMpYCT4Re9pvLB2QHaTLrE7SxBaYGLFMdUi4J5Mti5Do6VNjWXsvZFrbAolNDs6VqlUaNADBoPg9ayw4CKpQBmKoM10W12UEpgLPcqGJAQvEtu+NJTs0tzbNuDKhWPnI1DnU4OcDt1yZYzWm40yN0K8A4bVwT2terhUzQrB2aaOdWhTI/XY4y5tofddyRYjLxmeYJ1aIQTNJY2uBbD1ZYHJkd7RoLliRi1uE4BjLYjvHZyj+oMv7pqNz0r2Pc3jMQD92YqSLLJEB2VgI3gtvUC1pA4Qy9Z6bQxkzkD7xFQW5erzmKm9tr01pDnGS/4ILwXukBvG6N1PBm06fJR3vG9PDJ4JBbWu9scaWi2DE6IXW9/fv2QJV9/AU3IzDMbB6lnAAADGXpUWHRyZGtpdFBLTDE4IHJka2l0IDIwMjMuMDkuNgAAeJyFT2tIU2EY/s7Z2dnNOZ1zl5o6p3PDxFBBIy/H1/phlBcwSHHEKZJGWA0lkC5aWiD+qEhcZEJFJWKlLjRJ1HM+E1dIF0kzKyUtk6QwKso0ouO8BIL0wsvzPc/7vN/3fDPdd8aQUCr0r2xCRwp9kiC8Z4KQIpOAJI3CFyi1LNOpCyiiVqPUOxeRq/XVezLvtcRaY9rLSUqyiKK1fP/jft5n6OVUyyjxyqIVt5euLK/GNcZL8tJPlkCBCESQiLQIoSmSpBClZymxgxTTrNiMaImJ1jhIidQkVbNSmYOUyZFMwSp8kELpIJW+SKliVX4mldpB+vnbROoApAlEGi2r1SGt3kHqDciwTkoa1gttRMYgZAxGwSEo2ISCQ5E5DJnDkdmCLBHIYkUakRBHTFrMYoqWKZQqtZTWaPWUmNZNE0JOtNjIVtH8DjrFc0xbwiZ8TDMK3wtfMPuHYnDxrlfwbOvLFAu9Ge/bMQ65DUe6x6o34/yYAfgzONu1/WEUvl3nAabPnpzUlYCtPV1QU9DQPVgbjWOHWiHjW2Z3aVAibhHdgk4X4uIfx+LDznooLJngWvPisaejESJyQnn6FIMvRdaBboTkS45G4y+ui5DvzuJpdSx+X+GCgsZKrn3AjLc1nYVEZz0332/EPbrLcOZ4dsrbuhAckVMDX7RXmcmvAdjNnRd0KnXDDzmWO27Ctf3fUq6HWXHJXAPYTfeZRGc4nprvAvd4HpfGGrDt3D2Ii6vmbKX++ECnB/bsLOeSMn3x7g4P+Ga1c+njv/mqKwNATUVx8Ul64S9jUPSrjDt0XY6f/nwNvWmfuaqWGT4p+YPgb+a2GNfhtsAJONFEM6o6AhfOfoSJXAlzwznPT58W/O6zjJub4PsOPgdbqZ1xhX7iSxSjUHkmkkljH/BK9g0c6PRJvdA/zltjHoF8OIxx3c3A4Q29oGnyJJfN52G+sA+mgoYZQ3EGLt87BOnZPsxoWzaeLBoBN9fLDNbasTVmGEae6LiKjflY+xcEbgyDJZ4NrwAAA9J6VFh0TU9MMTggcmRraXQgMjAyMy4wOS42AAB4nH1Wy24VMQzd9yvyA0TxI06yYEFbCghxK0FhyxIhseT/hR+ZzKQLbm/ViXXm5Ng+cfrn96+fWPku2efr4+fff9P60OOdxst/vmOM9INKKXdfkj2k+/cfPt3Sw8u7+yPy8Pz99vItcUmM+k5JsGPfvTx/OSKQPibsmaW0oqs8Kil5egOQK5Do49oI03PCloVqcai0ihMKwBuU0oNBcaCxlsyIPKGCUi2WHp4+vF3COGSAoO9eMtIYxxsCcCWvRi4ZeEBgAaE6tuQ2+rhixbCsWTmi5FLpoOVO7QptBqXcYPSgJexj0g7AfsV2KwVmKTwlYEE45A7eeIfxQqYmk7cWPEoMrW6pQTFwyb1wbJ2bjANMQ7bcwHuncQbvA2btR5tgx17BqMwwDNIDXJiPqo3Y7gRTekrQ8+DufJSRz17j4A3MxtxzB44e5yKtTWZoghu4qmZouVONemXNzhMc2ruxFRkkJFMXN5cW2Q2p0NHqDm2hQaSKexNrVGKoctmhPd0MWoaTaR1acSn6dn/VjRHdkLlb5lZ5Jsa8J4YlmgHozQUD0MRia1vFEKbVuJewhG4MIbd22fqGaLyo1Z3nIZuTA6sp0Ial6XZpZXYCOkZuffCWG/qJM6xMLFNYuKkdsG7YeeLU5CP0yiyE6oXd7Sjpmx19Nfa0uw6sMesru82wxUThcWjoNTpssbLn5keu59aOOpCM6QYh2HmHtlixKCWMU1Fmi/XPPqi8be4SmtCwvFq0tq0KBDHUOCaTD70e0NLrJoC8aaJjr4eALkABpTa2PhAZ1Kbq1CoSWnXAlboL4IBW9jmA2S0RAqrsrN6xajOyBCuHaUCd9Bor4YTavf86I0eLwUA6rGlPrAW2F4K4A7rLdl5+VdoerpFGwVu5w+TV2bOdCBo6cDQ16BC8ldqBbb1tB1ivtSfj7TN7JbYROQWPvbzvb4/bdRcX4P3z7fG8AO0Hz0tOF4nOiwz0l/p5T9ma/fJaoOrBet45rCFc6+ZrOe8OVkg7rwfQJS00mKSW1o465VnXuK5KMIk9jcuwZmM5AxyB69AF5z05TKNFVt46QcGpV1ZgQi3Cl3kIxg5LLHpF9LuyQ6+nKN9lgrFHlkCdU+QbriTR6qr0eJ05YGR4dsY0W2QpRNOsZLgUomm2yKnQNCsZLoXeZCXDpZBgRpYechtoZGkmc4KS0fU4RmRVldwI+l2a9WxF5DRUm5GlWc8J2Kt0KhwzshRymZHTiFZnfZWWQsaI8Gb+q9VtffyfqM93/wARPPUahKtwxwAAAjN6VFh0U01JTEVTMTggcmRraXQgMjAyMy4wOS42AAB4nF1Ty2ocQQz8lUAuu7BpWm8pQ8CwwfgUH3I0Pu1H5OKPj0qDIeQww3S1VCWVNG8v769v96end7q8vbxfH/y4PC6vD3mcx8vz9fPr/vXX9SHn9z9v/n358XrF82uA+7zn9d/xTs32/OXjwrnUd9xolYncvhEtI/GDY7lYwx7GAxPpwFwct72UWQd3djuahpw7fy+WqvPCiQ72RVqEC2KyvtgrKutgbcUG9tomZ4KmxMGygiqRIJw1CUWcB/PyrcPEm+mUKO0MWhI+Gbb57IHCWnuv3AqKFV7nhZTXZCh1W7yMu3lcAKfCOYFv1bPYaoaDcpVmB8pi/fSDS3GRpDBibY+YDArng2KlGKpcsndrV7ddCQlJ9xuaEAdcYQked/P2mw0FVev4wLs6rOuJ3WQdlWdjPZbEFMJ0RFVblFFVO0A4yuAcoeOpjkGdTWC3dBiaNLNaGExBSmYuHtMQJUMyS+mEHbAKzI82hg3j7WEUqH1KaWrCTGL1BEayChror41sXGto0tA+jluwPhFnKeI1trhQAWffcMvYp3/auysfe2RgTKW9trAhx/LNribgnVaoUTlBkk4CWKLo3PDhdgd3L+q2ITH1asvHm+Yw72DDGiMWdrdxA2r72Gb0CvcQG5f+GWRWO7cQfp7cfsYryvY2SRBvmjTxvWYKSUpCvEmceGQk4rPGW5vtbfoqut7+/PzOiz/+Ap3g3CXbKoRIAAAC1HpUWHRyZGtpdFBLTDE5IHJka2l0IDIwMjMuMDkuNgAAeJydjgtIU2EYhv9zdnZ25pxzzrmpuYuuGeGiDGIo7vgRhF1WGDHBJCfdBiFYiogYlOQQikTCC2l2IawsDUu7aNvZL+bsQlRiutTUAtGYGbIIoqLTcgVCBH3w8vC/3/9+vAvu9jeIHxn6MwZeRl7HCAKt4kkQDNLxJOngiqBCNp35kwJqOZngXkAu95fnxMGzxH+u//WODMbpUJkQRUFbEPr9OxW0qb/YS1WWIEEEIkhE6hEpoEiSQpTKTgkdpJC2CzWIFulohYMUMTpGbmfEDlIchsQSuyQcSaQOUhqBpDK7LBLJ5A5SHoUU0UihtCtjkFLlIFVqpI5lSHUcr3gUvwLFJyCNFml0SKNH+kSkT0LRAr6BkNRrhBQtlkhlcoZWKFWUkFb1EHw19EvIoC15C00zRGZrUzoeFE1AZfErtqw8FVuVr+FZ9UtLz6E0XLE4BefkVe6s6TR8+/1zuG4ZcZ1JM+FTW7zgNNsy7mnMeLrcxWdb3fe/rsHpRV0w60txF6SmY+ZGG3i3fnbve5qKy75cBuejgOXKrBE7N18FRUEvq60y4JaFsyDpNloSzBo8WlQH1YGT7OjHKJzRVM9na7jSw3oc8J+GT2M3uZq+OLy4thnyGynPxnYTlgw0wLx0p2dyxzpcsqkVHu+a5uayNmD9+Ta41KX1QCWL+xpccLTDxh0cjsVD1jugulvLud7J8XiOF2rnK7jkCxG4K8sL3a2dXG/yN8824wtYfS2Ji8tW45T9E1DsKODyasS4ef0MFD6s53wZaj47BvX6Gc5euuAZejAJhTYTOyz+7gn4p0C3t4PN8YfhPU98AJVHWOuJOU+ifxAGxley4eR2/CG3H47XCSyFtlx80TYAEsMom99oxY7EYejvjGC7ldk4wewDQ4OXnW/JwweYEXDmKjjTrd045gchcfU2+h3fdgAAA4p6VFh0TU9MMTkgcmRraXQgMjAyMy4wOS42AAB4nH1Wy44UMQy871fkB4jiVxwfOLAvQIhZCRauHBESR/5f2Ek63eHA7IzUbVWqy3bZvb9//fyBUu9SfL48fvr1J60PPd55vPzna2bpO5VS7j6nuEj3T+8/3tLD67v7I/Lw8u32+jVRTdT8TEmwY9+9vnw+IpA+JGyZStVSEuaCFhdvALKiiF+uB2F6Sai5YmsehlxVeEJB2K5QSg8BxVoCUTID4IRWAYpYenh+/3YJ4yEDoHXKklHMjhP+uCu5BHl1LNeBhSLQsSU3DPSJrYHlbA7uQoogTVopuqWnASV/mpRBS7hojXp5FrZFKTCLcJsSai9Kl2u2SbDghUzEk5cblaNuutcNSoCL17jLdKy2QwMTbLzQWwe5kFjvB1eyicWGW26AzguWexrBC97FwFpurW2pAaXnBC2qDp22GPGAQqNdAQdr86LLSN57YjIlFCu4gcXlguZWZRgskw695k76R24dcr1ZHeG2VGhHi0fRT7AOwabQiSmyh1ng0nDzDrRRYG08vJt1eDTAZLgz26gwoeqQwbYsb9Vom44y/WMGo89erTrzG1Y9sb116CpamYWjdhQZesdPLB4WVhu8Nk95ysA7loI3sEVmjds4pTECO5bnGDHp4HX70NAgsFsYJX3to688x9MlyNAgto8R1piNllUFZ26qdvDKrkHHSuGZm3fDDr0+JZt/sKVbYM3N0i1cVWGmRruF0Y5t0q3mVajIQ21tuEH9+6FvKuQxcMZKg9UXIW9QiIJJsA5o5akac9N9VRKORgjz2DuAbXTEDcJ1KwLNpqn1mY99N3wTvGy73Nm0ymMX+AZSnry+wbemkfhceGogPXlfeDL661g33o6tga2ex2FeUakHmGCboafb4/YKGS+V+5fb4/lSiT88Xxx+k+h8OYD/iM/dH/fcXwgLJD0o5x5nD+E6o/2+nvuYHaLnygW/pfV2gZCkqV1WJ/s9XvcjOIldliAHy3mCR+C6zqDzng8JjRFZeftmgk69soIQGpGVCIRWZ4eVKvaK+Hdlh72e1fkuS4F7ZAnEqKrTw8oBo64Ypy9jzD1ydqYGBv30ZSS5R5ZCHzwIMjwVmrfTyXAp7E2OyFJI3QEeWQqp26D56Yvze4Su/oY4SkshyYyc9qkzshRS1NmP0lJIbUaWwjDt1aJxf/zP5Nd3fwF9jMheBrSZyQAAAgh6VFh0U01JTEVTMTkgcmRraXQgMjAyMy4wOS42AAB4nE1Tu44bMQz8lZQ24AjiSySzCHCAg8NVcZHScOWPSHMff0PKxRVe7I5Gw+GQvn88bvfr29uDTvePx/nJz9PzdHvKc3+e3s/f3mS/fXvyv9Pv27l+fxuo37Xf+nElXHv/8XniGDKXX3hMTr/8JBrOZgf7WBxxobHctHEyzcJ5Tb3MoUTc+DKSAzpEAeIcbJn7IA5egHUVTNMI8BzBdaAjcQKdaSxNt+moK7hmxRd+8VOWH8zDTKOFFny1fiaEaIh0XY2tQ14+J/xDGLDH1lGhpk+xRF+6JBvnYDsoB8pcSp2hniMi/KCAm0lgz6wiOSgkCsadMoHu0lpl5uSDfMSyinGIl3wivq2OLvGNmJ1ix4B2SimdcEHKBrX/GVz2PbRyH15xFy7Ju112LyXN12BypXRwmVRBwOLq0ki+gvPYViV2CxS08/csetYxfJC+4GndQNSx15io56jiRUdsUjJGlT7WxLXjj6h7MSxrjDHcjbuse26+UfG1y6Kv3PoYGxeeSAr5L3fqsqi/twp5ws1iLfUV7L2ErDXcVJdiY3f1YCt2wUu7Bo/w2mUdplq7Rly7RYhKVzfriR2pTa3Eiq/p1exSTGli5Vybj79IN0sGG1hVqwyAI9pecmTV0Zvb2gdC58v/P7948OcXfyHH8OVz2+8AAALfelRYdHJka2l0UEtMMjAgcmRraXQgMjAyMy4wOS42AAB4nIVQbUhTYRR+793ddXPNzTk3nbm2qWlm2PxASrbroSDLpDQx+rAWFN0f0pdUFgRKWPRDwcKh2Z80CUcRhfahbXdv5TCLWGrmlquV+MOyNJGI0ui2pdEgOvDwcJ7nnPM+vJOO668RXzL0pxJ5LOVRRRAohWeCECEdzyQdsAhqXqbzfrGACmVRwBeQoXroXmTgLBFqhwV7wb/W/tfLA2fp+RQLaQLywrQ4+PhvCjEXTgblv2cliEAEiUg9IgUUSVKIUlkoIUsKaYtQi+gwHa1gyTCRTiS3iMQsKQ5HYolFsghJpCwpjUBSmUUmZ0l5JFJEIYXSooxGShVLqtRIHSMi1bE8NEgThzSLkSYeaZcgrQ5p9UhvQPoEpBTwCYSkXiukaLFEKpOLaIVSRQlpdRfBR0NBoERn+TsY20Pk+Vfk4mHCBzPlQ4xhzojTBj1g+9xvjppehSsv+eHm23OOqvzVGNW74Xn9iD17Mg0v/+IC77WTpuzJHJyjsYOxyebwxqVjU3gHWNcUOMJ25+LjZhuY0mYc960Z+HDzFUhtFzAJG5Lxpw9Xwb3WyfTokrCh7iJUsEXm2XYtNrMXoGS0k5koiuTnrUBX13LZu/S47EcdtJ6/xbV0aLBlrBmaUiln48Y0vKWmDQ5k+bmvD7Lw+4Z2CGcNzoZ9JlybYgfuVBlXGqHB7hed0NRt5Z6WKfBenwsafac5YU8EbulwwWz7PW78zpxz9LYbtk6kc0OlMbjAMwKZmRXcwWoxnqrxQpd3mrubN+XsPTsGE+mt3OX9MXil7Q0kHc1gqhu+O42xr+DhQDejVdG4/uM4GOaOMX0lCLfy/9lmNzIDhf1Oj70Xtp1JYZY9KcRV+Y/g0DOR+WXWdlyc7IJ1RzxMVlUhrvw2CFK/lNl0YzMuXu+BuPQepi9jJz4xPATxj6M5X+IOrPoJj1n11ooltjIAAAOTelRYdE1PTDIwIHJka2l0IDIwMjMuMDkuNgAAeJx9VstuFDEQvOcr/AOx3C+7feBAEgIIsZEgcOWIkDjy/6Lb7fGMObA7uxr3lmuqn97fv37+QLlL/vry9OnXn7Re9HRn9vKfq/eevlMp5e5z8pv08O79x1t6fH37cFgeX77dXr8mqonU9pQEO/bt68vnwwLpQ0LNVAhKSZgLQrWbe4Bcuza7XQ/C9JKw5YrSzWy/N8EJBWS6Qik9OhRRnaxkBkNO1niAqXx+/2YJ45BRWmXHlYy107GDcdMhTl4NWzSwUFob2JK1KF+x1bGczREcQkqFQzP34ceCNodSrtQmLRHhpO28+6ceCsxSpEwJXWXyNpNzxXbnhYxaJLDcaj/iVkGvWCgOLllaaMsCTFMDi9QNO1Jn2vrwDUwNwsSacNmwaLzQM0Ef4clYeKjpuUPdoZa73wk085FndtqBLYo7lp1Wswb03hwqIlNDUdnBYnqhWS44wpqpCwRxrR02bE0318tegYawuqxyONfqXpfQImgW1YDkJquIsbc9aupRA08YBrNQO8BKbUsz9FkTzLMmtEbNm2TUzT0sToy54Qixx6IFcc/AbSs1hFmWolNxoZHEe80daQsFovMalnSGjSUqqRn2nw6l2RoazWMx0Tb1Co7KP7Gcvo52tpYIbPdiHhqk865BovUJZPqmfUTKNEj5x7fqWLVsQFRuxsb90CBbfLHFnOgRB09hg6DVOibGCR15Mwk6HmxRqI1DLWnZeh57eravjDzq1hyrkT6bL7j3pl3Pc6bpFBD9Vq0FdwE0cia59JhGuYqGg+hit3jRzJmQRLsBUdTYmC9bvIgCa0Mh2tjGrh68TNt4II78VkSK8SCzlygXxh0r4Zp1gsZ44Cgbw7aKW8TspHh2XuvYFrUgOtvNBPd9QLy7PW0nSJwpDy+3p/NM8Tee54YtEp1nA9iH+Bz9vuZxHiyQDKOcY5zNhOvnNtb1HMdskHZOXLAlrcMFXFJLepmcbGvol/EIRnKuXY+xLEYbdMNwHWYweM+HuEa3LL9tLsGgXrLBhbplOQ+u1dhhuYojInYt79DlGv0pB12v0y+X0KNqZHjtbx6WpRBds5HhmRnX7JalEF2zkeFSaI2HToanwj4tS+HIuVuWQhoV0Gz3pSfCsqJMFBa61jf4VloKSablLJ86LUshuWbbSkuh/e0Jy1LoRXstUV8ff5ns/u4vrK7HuLIuWcUAAAIMelRYdFNNSUxFUzIwIHJka2l0IDIwMjMuMDkuNgAAeJxNUrtqHFEM/ZWUs7B70fuRIWDYYNy5SGlcbRvSpvHHR9K1IcXOzhxJR9LReXt5f327Pz294/H28n550ON4HK8PfuzP4/77sl//PHgj/z3p1/Hj9dK/+wDH8+X567Ufd2zk28dBsRgYr7SA0K43xGUZfpIvI81rfbrS4EjCjROFXWEJbtiq7iwacJPrDRZZ8g4IFY9VAKIDCO4VgBUQcpKscKAiAvtkktQ8iZexTwEz0xSkdGdaCjpEGToFXpQn4aLYAXHLPaphnARLvVaoPxQeIlG1xjOrMxYf4eBMoCfmYkypfAIpvlyJVnAs2UpIZ+eCoEGj0Vs1A9VhgdAKeO0lPffi1CkwS2x2idq/hDbdXd1aaCjBoYHl+nkBSrfeqxalrlD2HQh2HoVERqGwvk11oNAWyKnm75G8C3KheI7SGtMBuPa+xUpiHJxjJpVR1guPfbLoG9Zk4cOvhDSWqFs1ntosmoKNMup0jXRuFoXuGrUXtuyLXHKz6Bgoe5pe27HTw4abo6prFHNpcg4ok+Qi6dy0XrhMRvDlzRiKPqzVnYtCFyR5oxrdl5p51lTWPisyt4xjsJGl7NI2KMPHzheOXt+IuG2jc0deIBTdFa2cXLaRVqtwN5LOr7t7y6Ixl60GaXq5/v35nRZ9/APbGsbxG7R/IwAAAvp6VFh0cmRraXRQS0wyMSByZGtpdCAyMDIzLjA5LjYAAHichY9/SFNRFMfvu3t7bs65OdecNfXpVgqhYFqR1Z6nDKEfGEUaRbFE5grUiiL/6YcZFhglZVk5SPr9QwuxpCD33pH8MajMIFNDc6YlZRgIGlLRa2LBILrw5cv5nnPP/dwxT10/kY+O/D3zZCXIOsIwfmcYFeFlpxyx/S7ZmZhL/+0KNtBV/r6CBuaB99T+tcy/2py/pmzQtCv+Nfe/Wu9/hpuh+kPnj/9MB3rgZ2dg/TENjDWEIQwl1CpzspSyhDU7WKWLKjmHkidcEM8ZXTRIxasMDpXaRdXBRK1xaEKIRuui2lCi1Tl0el5ncFF9WILCEE6Ms4jR5DBFEJPZRc2RJHK2ikbOkWUhlihiiSaWGMLHspSPI7yVWG0stc4lRoWMoqRWXslyao1WZ1BxRpOZVXIRrxiZkUyLzNsEg5B8kaY/27YMu5k+qNvZJdRNLcCC/F4odjfbC1PTcHivD4o1xzyhWWmYt7YTnq5I9DSEJOLy2jZIqqh54pxcjCM9TVDv83rqppIw3PcAsg8Wem7lLMXH2rvwbaNCLP8h78y+Aa6GQXGiahHqyu/A/cpYaWu9gMei3RDfTKWXGUlYVFIF7ReypIKWZOytPg/NZcfFtDNxuPvFKXj+7JpoS7DggL0a9tly7Id3xWD/0XOQqagRUsOMOH+iAm6OsOk5o8F46cR1SEkZt4fviEd3ym3I1T8SDp20oXe4CTQPnaLQGokZ5Y3gHa4SG8fD0H2lDYxCmagoDsWh0jYY8DSK+89+lzoOdMpsi8QVdjPG1/TBmvZ8UdqqxjdX30JszKjYXTImnc77AC0/L4njMWbM1Q+AT7NSmEj4LlVOfISoLRlClPeLtHDsHQy4UeitDUbfVA8YSo8I2j1D0pJVXhgqjRayD67Dz7lPwXgv045LtuD7xlYoMowLDZ9WY7XzNbTwX+1j3vWoru6CDfFE7HBuxsvPe8A5WSv02baj6RfePwSuTOCsLgAAA7Z6VFh0TU9MMjEgcmRraXQgMjAyMy4wOS42AAB4nH1Wy44cNwy871foByyID0nUIYd9eDeB4VkgXueaY2AgR/8/zIda3ZqDZ2aBbqK6ukgWqf3/x3//ooyHZJ+/X778+JnWh14eNF5+8xtjpH+olPLwNdlFevr89tctPX88Ph2R5/fvt49viSRxSfaFHfv48f71iED6M6FkFBilJMyFS9OLTwC5d7TYehGm94Q9N6wWhtx6hQkFaXiFUno2qMqsFs4k5YA26mKx9Pz69scSxiEDBBxXMtY+jieY6UpejbxlaEiBhTbQsSUL1HbFNsNyHnVM3gLjyI9H3/LrhqXcCTiwNPzFxjtoT1CsFpibtmPqJTz09iIb7zBe0BpAD2wF699RuA0LxcAl94GRknYBjtIxIGxgb54yQ9QKc0XuEzykyAZGZYahL+cJLkxwlG3ADqb0mkA0bXEZlJHpYFY9fQOzMUsWbMGXSxWZzNDuwFU1Q89SS0DUet1M8mnkXseuooVkLtU5sqYPAR2N6gbtoaGJhDmxHlCsvLUOJN0MClgwLN+bp2ZP4y52RDfagBDAJjUS4wYbLZZoBlSn1W6p6ScWZXcwwmG1jmGJUZxN5WoN96lD40V19qQzz/TAgpnkiqXD7syzExyd0FaWOw0+copVlweWsTuvNmfQznuMnHjVVW8HGqGhQt3r0NI3m/1eaOVWOTRU4T23HiuF6yxrFuapgYW3SUYfOdHJGNNlGJUyDaVvxkHvm+RSvGYqt/l6s9Qsct1UJTbPGC7SoL1MBbRPEPm4dYX6sICmjm0ap/V9/2FA0Q2j0KJ7NViBZGf1nlX1TcTVAHObac9jQu92Jc3OVRbvaIYxy0e6Xce2IqjqICtWyFqqQsQWVrCr2zdHUIsuz71uFh8Hb2F//l5JNyVNJ78eq63M44N0F9VdipgUrQl6pXVt+R50rAhvXfl8e9lOqTi3nt5vL+e5ZV88zya9SXSeP6B/1M7jxe7Z1S9Q9WA9jwrWEK777veLQg9ThfRzqYPe0iIDk9STXHYz6z2uWoFJlDQuK5aN5QxwBK6rEpz35DCNFll5694Dpz6FmFCL8GWLgbHDSg29Ivpb2aHXsynfZe+wR5ZA3S7kL1xJotVV6fG6KcDI8OyMabbIUoimWclwKUTTbJFToWlWMlwKvclKhkshwYwsPeQ20MjSTOYEJaPThjwjp4vrjCzNOglgj9KdY6jP+NKppo7IqdOUK4Fit2e5zPhSaya/Wtruj3/j9PrhF+sO5BpKcijKAAACKHpUWHRTTUlMRVMyMSByZGtpdCAyMDIzLjA5LjYAAHicTVPLitxADPyVQC42eBs9W1KGhYVZhj1lDjkOc/JH5LIfH0mdhT3Y2CV1SVVSPz6e98f17e2J2+PjuZ90bud2P/lcv9tt//q6/vy9n7y+v73pz/Z63+u5NtCvfop1Qbf9W4nbj8+NfJBjHDRAYB4viMOM4kI2JmkcOKYpNo4+qXAG0AMGOyx8svkledAxARikFisgwheaAydxBXAGZQCGo84LyQiNPgEYq7SEZWkexigV4BDuE8FVm8aEiK7BtGoYeJ7A7AatAor81WziMCyoaqYoXN0KEvYBrC5pKIl1IBz8gpEM0gEQxtVtYAY8e/Ck4kHC6wQiWAWcZmUOUPc+gbMCNlyhgHTY9HiJYRpdQkAtHSQsB2PEZC2e6V6Gky6YVKhgJKCaj80sW1lkpWwGFokUddaUiVS6UDM7ZfJqhbxmUI4alT8BSEU+EaIMdewO0y4rGInWYERakZSilA7FkngOpHAhy/QUGGvAzlrkhhzFoqi9KQb8v6hK0ahLb5Zo9TxcpFnEZdYCWUT7mL4sGliLBeliks9c06rZWGSLDS4GztklcRJ4ilek2VZN6z6oTEo1IJWMXBSaTnnxJm1tSFqRAy+RKs6JY1STnOsdDTsHJ4nXAmZ2jqG19/Uo+6OzQZYlnreg9xH6VnHumWL3kmNNGl6LyilH9uPv+y8adDANloM1t/nzH9fh1foQOODNAAADD3pUWHRyZGtpdFBLTDIyIHJka2l0IDIwMjMuMDkuNgAAeJx1UHtIU3EU/t3frndba77ao23OrTlTK02LajTzenpIYVkbJJT+scBgGUZR0B8ZFJS9JIIe1spQeyCWxFIJo+3uVz6CjNKwaOnSHhSKBUVrrcyuqxmtOvDxcQ7f953Dee9u9CG+YtDvSuGRxmMPRaFUnimKyR1nAR1mMdKPz8NtpEwU6gU40hapi+xjQ7FM2D4RExqHl/5JkSt+acPJExv+FcEgI094QiwMjQV/ef9zLRPqMS38yQIJohBltGMK27CAn9sxHYVoxsYI9YzBjoUivUhhE4ntWDwJiSU2yWQkkdqxNBpJ5bboGBGOjuURh+LiUdwUFCdDci2SK+xYoUTKqUipQko1UmuQOgGptUibSGOtDun0SDcNGZKQwWgzJuuTp6cKZILxF1KYZgxGRiyRyhWiKKVCrlUrfRR/PfoJlHK18SiUtV/m8oc0xLnhFOyTHuBeXjKQ4MhZGPVTnpMbM8ia8iqIal/tSSvOIlVjlyBzpY+rMC0ggcUN8JnRed6tzyXyygYwb33nfvN1LvlU1Ax3Hs10ZxdkE5fVBfnrLrudg7NJ1DIX7B+2cJrzanLjRQtUth7hKlvjyUx/B7yS7easK2KIyNUBrd+ucS7rd4904CHcOpXJqWgVWfWxD44v3MaZAmLSs8cLYo2fm7Hwg0fGvQbsqOGuV08lg8Hn8OxwOpuoCHqOMv3gwyq2L6/b87Z0CDRSGzs/e9TzxemFkq5etqyQIYd6HkKbM8Pd/j2dVJg6YUfeieznAybS9PUudKap2bL2AuI42AaOM2cWiTVFRG3pgNpAN8vsLSBFWb1wegtmj9VYSPqSp+DY2caeqyvmvY9hzk4tl1BeTC4kecEUqMsZlJj5vw3AlQct7tsVZlKN+iE4co9tXjeHdI35oMQck+uy5hAn1wv+qhH2TsksMu/9RWjahdnla1LJ0k31QBe62e1Pkkl9hwPWZpbmWLw6Ehs8AU2Ta9ndrIzc3HwM7nfRuQnDk4jiB+DsDB/OAMliAAAD0npUWHRNT0wyMiByZGtpdCAyMDIzLjA5LjYAAHicfVbJjhUxDLzPV+QHiGI78XLgwGyAEG8kGLhyREgc+X9hJ+l0hwMDSN2eSnW5vITfv37+QCt3KX6+PH769SetH3q883j5z18zS9+plHL3OcVDun96//GWHl7f3R+Rh5dvt9eviSxV8DMlwY599/ry+YhA+pBAslLVUtIbyFRcmz9ZllrFn9aHMD0k0CwmMqClNehPJQO3dsVSYC1XAwwE5kJFJlbN9Iqt6Tl4jVpHUMbKtWP9E+q0F2xzXiwuzaZcIZaJrQ3oimVPDSGjogwNVWeSLgcRr1gJXk8etH+55Mrt4MVqmwZNLwkxt1ptYIFFJ1bY4Iq14KXM3CYv4TjlPpghX7FQJripDLC6xlELZtqxUTcXIdM0d8qABxakbD5AFA5rdlYcvKbasW5668JOLAWvYyvS7AcZgiVblV1DDV7OUGwmxzrKYrkxbf0ALX1NKJlBdWqYX9DMSJtnwGGweDFGJ0I2HCUU57VdgwTWmxJ06sXWuzY0kO4aNPR6HiY9nllkpqbQtnYA854Muag9nttsenZWs20qSkAt5mZAVTpXGAZ70RAGKxEHBbiAMj0g480DxMNbnH55VfkYIPlnMGkU2MpoqFxAYTak13eX24vWMmA3100YumMoDGlzAdtohsZ9xpxX+jS+AW9Sq7tgHljRXiDPrZZ68BbeCoEykuM6hiW3Ym3yQoE9Nx2eQesz5gnRHCCKb+3YXjV2f3BOJsPcUAHep4LK6AZk6RMQs0/TNC9Pj6WH5/dv1/KkPnPq1tVZEzoWoA8+lm2QCNNtdFCjodsIJxYqbzWhPnQSdY04ZiQtE6u2dybVwHI0/PBZG+PsC5G69RvNbcnAevh8LOEG+yDR3JalQe28NZbQwBK3rdYkY7tT7ZCSEXXOnM/GtttJx6XBiNBpsfWJcij+e2WYO+bQ0noX4+o2P624mft0e9wusXGt3b/cHs9rLf7geXVV/0dyXk/9/byBIELnJVP9tZ33CHiIz6ui+uuiUv+tJD0XfvVXWochtGiyy+KuDsL1bcAegOsKhn5sNZ4v2tojKx9fpxAn4aThwHhkZeGrEeIonFo0MJ75yeNKOtnKDsuMrASxe+mRlaMvJwgyWFkhjQhe98yIrCwwNPtRuu6MEHMxA0Ozk+HKAsNfJ8OVhU/5iCzNvd4ROevbqy9++jKPI7I0E40IXWcL0jgdg79UUZvx5RtFTzglnRiZkaWcQrkfpVNnNEdEls4ayv0oLZ01OtGP0tIZzX5t7Xg//rfnz3d/AaUu6rNTKKprAAACNXpUWHRTTUlMRVMyMiByZGtpdCAyMDIzLjA5LjYAAHicTVPNaptBDHyVQi82fF5W/1JNIZASckoPPYac/BC95OGr0ddCwV6bkXYkjWbfXz8e9Lg8f327Pi7vrx99/nzwv7/n+evy/ecV3+fLy7U/L9eHPPh5onP8xd+fn54+ZJC3Of8joZcvnxeKlaJ53GjJ5jputUI17pQrKgL4NqP+3Yvc7E61ROPYizkD6VU7ke7MdNBiSwbMk5x9m/3gtcOOWycl6533cvJsDtsVQ21UfmfUIm0SzRMWNwIslHrc9lI3BLqK1p15mWoBJ48cPLz6gix3mwvCSGimKvYJGKj3Opt0FwdPiJ2jFjlwii131pWxGdmV6Wi/zHRwZRnJAvSxSqN5fNGuKetZCR5zsTtHj5s5PHMPWgkBF4LktIo5wGMOGVp6yuFn09HYJIenqmVs+ogpm2Q89NzjtIizMO/sanUKCwWcYTxNEobtouLVGnvPiF6knM7eeXrs2X0ky2gf9LC1e4N7bUoajVuDprdF3M13M6hyI+4hhJFv7vDHbJxa8VICHFmOsrr1TN9uqOtadFrhzKdNgTbJeqddTWaDgvuB/AyenTuNLRHAsqIdF9pEcmrXlWorxCTWGUxOH7dJGAHIZoIKJTw4qRfwxFZ5sZyeyoLKjqVggDTn0SdCHV7u7Hk/IX6aU40Eru2tNMDt5nlg/QiYGQ+oJ2YEtuzT51k1b6jGh9L2dh2qnXY9fv/4JrDy5x/UtNcpxZHhyQAAAoF6VFh0cmRraXRQS0wyMyByZGtpdCAyMDIzLjA5LjYAAHice79v7T0GIOBnQAB5IFYA4gZGRgYNIM3IyOYAoplZYDQnWB4ujK6MA8xnZkLXhq4OnS8ANpYNph1uDFgYrhpqOZobBFG5bGDFTCzsEJoZl5Xo6rgZGBkYZTKYGJkSmJiB4hlMLKwMLGwJbOwKbFIZTOwcChziCRycGUycXAyc3AncPAzcvBlMvHwMvKIJfPwcTHwCQCzIICjEICjMICjCICrGICqewSQuoSAhqcEsJc0gJZMgI6sgK6fBLMIE8iwjEwublAwbJzevqDiHeB0j0HEMEMwgX3uhz9EpYen+lnmyB/O2THPMPdq2X3qe8sEvOXMcrZSZDuj91zt49cd0R8li/wNdG4wOau1a5lgZ8WC/8m2zg4U6qx2tJskfeHrB/mCc1WrH7Fnf98X+MzqoyrbVcWev274LLtYH8z/sdfx0ae2+7Fl6B8+e2esYmJ21X+Cl5MGczm2OivJL9ttVCh3kLTzu+JO/c/+1ML6DtQHHHZv1j+zXSf17YI3uRccXWdr7+eeIHzTwuevIrVKxX/gTx0Htb7cc/eW+7V9S8P6A1++njnoTVuzP2iN+sMT0gaPhTC37M+9+HnjSfMfx0cu99v1PWA9OXvnK8didUHuF5D8HeJjuOl72NbKf4XPxwMaAi44bmJ/vCbylfRAkLrJO3P7AG7OD+zYcd/z19rWtj7n5Qb59xx0VNzjZn2D3Ofj79HHHg5aL7W93xRxcv3SpozQvg71Sn/rBSd4rgeGw2167XeXgEafZjiElKXbtYgoHVaZPdfy0YYG9fp7Iwc/yEx1FLrA4mL7nOigGAPrF0ICdnHAOAAADH3pUWHRNT0wyMyByZGtpdCAyMDIzLjA5LjYAAHicfVVJbhwxDLz7FfqABW4SxaO3LAg8BmIn1xwDAz7m/wgpqdWjHDL2AGp2qVRcVPPx/vsXw02Kz/fHb+9/0vrw443H4T//ZpZ+MgDcPKdYpPunz18v6eHt7v6IPLz8uLy9JsbE5Hsg4Y69e3t5PiKYviTU3Ao2gHSLmYwgVhYxX6Z1EKWHhC03bjigUMj6CjJRxWssB9ZyKRwUt5SBWSbWWPkaK+lT8JrVEgjOJDiwmLG2jbc4L0FuAuPkrIV0YoVaucZWT40ws1UdGsSYJ9bajtXgdQrgrgGyNK6HhqabhpZeElGu1GBg0dgmVkG23Cx4OauQDCyzlaMO2KUvLMIEU5nEhkVHLyqabNjom4toqLMZ1IgGFovUDRuNI/G6A83GKfRuezOtbj1GDl7HooxSZe9g16AeazuvBG/NKL2frrdWq0ODaNmxJb0mUkcMlZ5bNR4aSrGtvlijwJpZD71G1IYGabT1DTWwzQusYwwyY7WpofGObaG3ZZiz6mKqDFofsr28FmXQXKpEHINLh1qubeswgY8vmTe2a/TZ5HKw/jM4hAH1IlCFIWCOfM2+ZasX0aztEOD1Am/wHByV3r4T7LftYyMuRuW4FVPXAsuchoo9j4xY6MAWhA1bDqyO3LTC4CW/eGgbtqZLx2qfPh9Inbw+0Y13rI5rrFBs6AU4khOl3XXauMZY+3kuspbDSShacY21YTsC2qvptsQ4sQBlm4bwybCd6lYw9JbBa668bnLdSC8BxdEkN7OZmu9uvA3O0+Vxs9dhuPcvl8fTcOOPTlMV/5KdxhnPfHojRui0P/HHcjoceqieJib+qKdPoYfaaUXij7ReY2hpaZ3sliIOonUYUg/gtTlg37Z+T9wCpEdWPn7RMXbiSsGvs/TISayB8eBKxK+mRIROHlfSyVZ2BDOyMqBeS4+sHP3aYJDhyop4ROj6AozIyoJCs2+lpZlCc0SWZgrNvpWWZh9Mjq10KrTAeI2Xnt7BiJz97d03f7Mi3u7U31wP0fXIxPPx++7rm78jZ4jRe2jWgAAAAch6VFh0U01JTEVTMjMgcmRraXQgMjAyMy4wOS42AAB4nE2SuY4bQQxEf8WAEwkYNXgfGDgSIGzkDRwuNlLqT9iPN6sFww7m6Gr2a7LIj7fPJz8v9+8/r8/Lx9vnvN+f8vf39f51+fF+xXPfwuVxfYx6/319yn/n+PHt68K5yrmOGy9pOW6NpZxcq7QYMrn0fGmJBJ/cyyjjwFJ560TuOBBddQzG3cCRjIbMRnHIovTBT1SpnUIryXsoTiSbYilyCi8O7qFYgIJbSyEbqR+3CSuN0Seukk+RFVLQubW3nmRzQFeaGDZU2zeoWXJvyAY1eyLNuc7AKc5drpRsG9gtTrHVuhOc/KmQf3XI1tkUuqsMJ2ddEx9Tbir4ER3gWProOWtw595oBce9Gbrmi9+CQnIKFD+lJv9M6MrRm1O6dZouHMCHIbyYDBgPM9hWmqBrwLae6odK00t/RW/TJhlBByfDsSKWT4d26mBMijQebMvSqP6Fe8O5sdgGui0I1tGZ0Vnozi85cWcGIVxWOvfW0wLzsQeBpxGljUkoI7Ru4uAkOFKOnuuQjpssa9W9MQPmmEAf07FBqq8haU3FrPWuSJcY22tKovj69QdEjqc4LGGJ6QAAAql6VFh0cmRraXRQS0wyNCByZGtpdCAyMDIzLjA5LjYAAHicjY8LSFNxFMb/9+7lHrlNl9vS6fWVi7LUMg0f19MiKQgrTCLKFgSOSpQIISGJCJOihomG5Ayz9VgoEaVhtHsPMVwRlUHL1JZFhAWhVlBLza4TlYyoAx8/vsN3DucMu9v8RCg1mas4QfGCjlIUMQukKGneFEXiGf7RD3paLJum6G+5kKAX0f/aN99rCCNQOjM+uybYnk3Lg3YGc7f9FprP/31BSShCMTaaoq20SMjZaLGEEcusEqlZJAshMrmNlisYOWNVKBmlyapU2WjVAqIKtYaqSajGRmu0RGOwasNCaG24IB3RLSS6CKLTE4ORGEw22riIGCOJMYqYopnoGLOIiSU6euprSjhKzkhVoRqDSam/SAnXkGmRuBpJI6zOBv7w9lQsO9sEOQoRX/J8OWZR52Dz6RMcA/GYnGYHvHqJ07+MwkbXeSiILsp98i0GayQNkPX6Ausr0iGprYXyx+I816gC1/1wQsv30dz23iSsdF4Da0Unq3uagJ6q68AAxVnaVmLnlttQUVDs/rA4G5eUuuHUhNO9a2AF1he6gZTt4QLqSHw02QFHWAd3yxuOV4a6gfIf41R1ajx5oxs8P7s4f90kX9zVA8OZiRw+NGDA/go2OMq5njg5uuh+aLB84foiR/ixne+hNb6Fq36gxxerBqE9P5Wllwb4gH0IKrvXsDcdw/z9vX74esDHlu9WYL6oD3pHCtn2Dh9/RvoMzFWqe2nbkvF48wB47D25n5ozMGr/W0i5m88eSliGyvRBYNP97oMBFu/w/ZBZ0sQ6tBbcl+2F0qKJnDBnJm5N8oL93Vr2Y/0mjE3xwrihlR03FKPPcxnCP7/hGiwZuHHMBesTY/nqHXkY8QtcvuWnH3tTEgAAA2R6VFh0TU9MMjQgcmRraXQgMjAyMy4wOS42AAB4nH1WSW4cMQy8+xX6gAVxkSgevWVB4DEQO7nmGBjIMf9HSFGjbvmQsY3pIaqrqyiyxn/ef/8iuEn++v747f1vWi96vLF6+c+vqqafVEq5eU5+ke6fPn+9pIe3u/tr5eHlx+XtNREnqnZPSbBj795enq8VSF8SaAYUKSXdUi6g5FcAuXQGu1xPwvTg2CpQHYG5sIwrKFlRNiw5tucutQ1ELlXLxGIhPmPZNUjuqsGWsTcH3Gruxa0e0BoSuHYX6VQKgVTtG7KFAKnoxoyT4/maTSmekZIujgStxpDMldTB2XPrvHF248SShWUQZHtv05Oxb57UPKE9tQxSyExEE2rv/QyF4rQOaeqQkmthnWeAqDsY0ktCzK3xBCOMzjtY6ujgAfYTQ/IuUoAJGa8npkAbmAIsUTdw76VFy5rC5g78yExFlynUdPY620ttF+Fnhpy19+soIHI0WGWfBGjOa9gGITNzK+MJYve3vRPivM38txJ6G9c5NpU/NKKn14RiPur0pqQaGqq374xV77BkkhYnlg1YQ0P9MLlYHGtTpvFk60PtGhq4N9mw4Hq7uR8jYXIVJ630vWWI3ga1SSwx5oJVAsp9H3Ok9MnViiqOQWs28XN6uW8HjBxQrN4xY+0EruS2ZSn7lGGdva2E0S8zfp3fHqN8gH3VjLeKcKxFWRHC0cQDK+6s2w7gdNbLdSAlWndge2CtYXPUmbhMYlv3/STGwll/2ggEH0iI0UTbbNjc0Vi4asQxJZZ+JJPXznETTDCxoLHz0mI9jLez7pmHliSDl2pokLlttoIddixFlnRucyukxcF51+qeO8SRJiQjzCx5K8jVnW3Txvx0edwSPjL//uXyeGS+/+AR62x/REd0j89HOoOXjgS2r5VUj5gFK7UjS9k+9iMwyRByhCJYSU/Bx/YZzuEGXoX1hQUuDspJncUUDODSb2HEDqRz5IwKHHe5Tr91+QCX6pVlxUIC/FZYbiwKeFSWAxzdE8Oe1pq9govHthcH2TJqSzoqeN5FGJXl1FYOnAyPc2mzslzY9kRluUDXbLfi0oyu2Sp0HndwMlwuCGZlubDRjcrSTN7ngT1NIfmttBSSazYgLT0+fOdR88/Xf03s+uYf11SrBhu0+lcAAAHrelRYdFNNSUxFUzI0IHJka2l0IDIwMjMuMDkuNgAAeJw9UrtuG0EM/JUAaSTgtOBzSeKQyoDhKi5SGq70G/74DHlOCu2thuRwdsiPt88nP28fb5/35+39Kf+u1/nn9uv93r+XAW6v91eg33/6mDR5+fn7f8ncGfcfXzeuxRJxPHQRlx4P5kVpfCLgwX48ZJEFvkyrJPgUWml7A1ixXabC3E7hpSHRBc5RwFEpwh0w3QBoOVlNgUjlKbL2tgkIB08gvPwUXUmqHVAxuXoXawcC3w5kEjTU2sXWTBlDDeb0xkU3iGxV5miFFDseuSrUBt/cxMs2oS6Qt6FoQ8lu+o0nNY1b6wm08WlbWtU03k4EXrzbs1VE3ixOzZ5Q2eVQ41lNY7mjcQJwgL1k0iNbZC0KUsAhHg1bZpNHlRy8drTLCUmpDYtDIgxQzuOxV1Bdwl2lFUKBjmOpOvkeYcg3+h6vQXNrUZJpmnQ5HND6rXFmYmqTX5XWPAarjzaYr+FyMRo78svBw6Ix+W6kgzPkg3b3wJCfVnzlqzdPzGQx6uTZqrDofJx79FjRbJUQPOsd0utdSpS9nubZ+oUgCxZD5slw3rGDKLLxHQsrjXKBA/sYzmMlXgQ0w6/d6AdzU2F6HCurfKaXe5YAy3j/+gsrlbjeaueK4gAAAvN6VFh0cmRraXRQS0wyNSByZGtpdCAyMDIzLjA5LjYAAHichVBtSFNRGD737O5uc87pmnPT1Z1zkkVJGfit17f6YUkmFn25aBHJICLTSosIK7CQPhTJCoOiMkuNDM0I3b33pLaE/DFDK8tmGhVBGNIXotV1soJB9MLDw/O873vOc844f/s1kkqL/lashPkSyikKxUlMUUpkkRgzyDYjab/NZM2wjA5kpa8vw4F+4J7Kdyz1rzbj05hWzLLsX3P/06G+axh/Kj8rfLbMP/1nK+CR/pA+GwfaakQhCiNslfLRGNOINjpouRPLGYecRYzCwuidWKG0KHUOpcqJVUFIpXaog5Fa48SaEKTROrShFq3OiUPD4mS6OUgfjvQGhyECGYxObDQhU6QSm6IkmJF5LjLPQ6yFxmw0Yq3IGkNjqw3pZVIOObaycppRqTVanZLRG4y0nIl4REkB0SxQbHLZKERp6Kyzb1OJa8cwFBYOcoMblpIjp4age3lfpliQQooPvoHkH8f4+54UUpTrgVtzQvn4qkWklHfDTtNouvxaElF4XbCs+y5f8DSe5Hxsg/Jsjn+RkUbmGZrgRMN3/st0Auk9cAP693gFZ2siSexshKttrFjKc6Qm9RJkC5T4sCKeRN05Dxc7csUeSwLJqKuFzw0VwnWvlezuOQP5q+qFtXfMJDWmDipbtmfmnWbJRP456Ky9wkWzetLXUQWuMTpr8lMQWVNSD0NRU5kbC+aTJ79uQiXbwT2+YCP0oAs+vLALe5tNpGt/O6zNqhFWToaR50fdECkeF36uCCEL7G7Y+qpdSCuaEhfYPbCzcYmQ64kgeYeHoeRZsXAvSUU6972E6JYJYaBsXBxLfAfekTrhcrqRLO7ywiG3ifNUT4m3bO+g0aHncjZ/EMsmR2D6Wz0nUwWRwpO98PXBQu5hxBqyvr8bQviizHXyLSQ82A3N5knONbaa7GoaAAtQnInOI3btMyja9p7vR5uk/xyCsfpWrvqTnRh+A3CO+/ei1KSxAAADpXpUWHRNT0wyNSByZGtpdCAyMDIzLjA5LjYAAHicfVbLjhQxDLzvV+QHiPxIYufAYR+8hJiVYOHKESFx5P+FHafTHZCYmdV0e6qry3bZvb9+/vjO3O6Svz4/ffz5O60XP91ZHP7z6b2nbwwAd5+SH6SHN+8+3NLjy/3DEXl8/np7+ZJYEne7BhLu2PuX509HBNP7RJoZVAASZWhs5OkVYm4KaofrRpSeE0luwg6136XChIKO2IJyenQoozYP5wLQJ7Rq8UNT+fbd6yWshAzUMu4OmWrVQwfu5NXJW8apFDIWkIGFLFrpim2OLblbLkMIkLRJW0T4ChWHchbmHrRchCZtp9auWPVSkCkrZUrQdsgVoA3bnRczayRkxYhiORa96hcsgoMhj8o7JEupSzDq1g8cvTPmgkMx5dJrmeCuZWcmY8aeK42WGNhKwUd6IH0Dc3qbUK1sUB3CmRjo0Oxlv4KLM2tWmh3L4D0IZpS+FQOraUbJWloozdRxyOhZOu35tZDMnUZPs32VgHahXYOEhtZqHd6kWlpAqcquQNPNodBxOl5Cil2tjBu0RzeaDonWuU5lJlZq34cDohlIw97WrRZdMSzp7jTCaTXqNSyhjSTkNiibXCLnJXOE1CgY1qMKSLxjebqddRYXqHPkph137Jg4w3ohB7ZMZ1hzVLeBo2PiJLBWkQ4YGorqztvSl7EltEpgewlezdaJrb4ksVEKT7+YygahwYakbtgxcppF5qBlQtHQULHsvejWYuPtAtE3I5WZ2l8eY4jFIy0mwDT2WQWb4m0oeK5KJOLwWG8zMevetnXYh41qxll082ULM1gjUfnf/ccc7WgwjGCe4ToqjGzsbbMPF5tOw9o2CKuNqQ92K87WDp6tk9jvlh+UPnnBe/ivkuZKmrHTNGepeFxikT1RcSmjVhquB64TO3fYwr65PW1PnngWPTzfns5nkb/pfN7YSeLzmYL2x/V8ZPh5GeoXqI7gwjT7vVonzh3v5+1c48Ugcm5qtFNeAtAlSdLLwi12TqtW6BI19cveLM5yBkoErvsPB+/J4Ro9ct5WHGPUKyt0oR4pl9WEzo4rNRoVsc/KjkY9m/FdlkkZkSXQVgaPG64kyetq9HQdf3QyOjvjmj2yFJJrNjJaCsk1e+RU6JqNjJbC0WQjo6WQcUaWHh42sMjSzO4EI+PrRETkdPEwAjl284e5O+JLJ8uMLJ2sHqmO3a/tM77UuqWvBvbz4x8xO777A4732Oy4uKcsAAACHHpUWHRTTUlMRVMyNSByZGtpdCAyMDIzLjA5LjYAAHicTVPLahxBDPyVQC67MBF6tR4ZAgYH45P3kOPi035ELv74SGoHfJhlu1pTpZJq7q/vt/vz09M7Xe6v79cHPy6Py+0hj328vFz//3v+/nZ9yP7/5Zf/XH7drv28DTBPE86p3v/C/vLt48IBguEHA5rI8YMILDBOdjAXP+roa2AM8YaFwg4ERczBV2ieRUOh9T4CrxWbh/oFAxpiBFL0ukDwWHyyQloUEbLb1Ku7nCzgItn1os5Tn2x2Mheh6hCFbQVHrgsCiZasnqrFuaAoZYQyUkdwXZ8KFDH1SqXAoLl0LjL0pITFZa3wakm2MnqeFNUp1hAEWJC3gEjjweMVcO1OydNOcgi1JgZOKqIET44WkGQuy8yoDadzs5itVYPmpdYoL7eGMWn24s1VVSHUpiyKs7wm62jqyjFFrFksau2tcI7PcXKuHk4Ye9Mb6kwzcBYLtHYzxGKzFYnpHTmldSNp420RdEZUDiP2cr25LZGaQyNsohNr8NSuDihH1LjKkEQOR61rdXLcZ5/A5NEsi3QCmI7t1LBzU5I9xC43z4KXbxY23Pljlp5i2kiW2wrZAqr2m8Ssx1K2KaTtWC25VyGrOiepehs8AnuMOxncH4O1T++PpERRc8oRqeGoBEzyFm18IXL3Xl1FbwNlDV5RvB5/f/9k4EMqgXKIgvjHP9VS0AgIvjo2AAAC8npUWHRyZGtpdFBLTDI2IHJka2l0IDIwMjMuMDkuNgAAeJyFj2tIU2EYx9+9Oztuzjm1NbfUba2JmmJEkaS14xN+0MILJhIpsaRgkWRX0A/dQS3DTFOJSq0s04guVCjRznnCNKE0EzUTEw3NQWUXMzKjTrMVCNIDf348t/f5v+OO66+IGGryL4JFhYg6JJGQUJESiZyYRFKWWH6njLvMxv6mlJlNuasvpbPrs/cUrmclc7VZV04ZjxlK55r7X+7jOsO6Xbnp4SpL3dN/t2Z90m3SBbflP1ASCZFQQs2iO4ZShjA6GyOzUxlrkxkJ62FiNXbqITfJ/WxyhZ0qPIlCaVN6EaXKTlXeRKW2qX1Maj879fENlfrNI5r5RKO1af2JVmenOj3RL5BTfYCoQBIYRAINxGhiqHEhMZqJeRExW4hGKtqQUbNRxrAKpUrtJ2c1Wh0jY/1bJKI/MiMSfAyHYeQZjT09GY3ZxwZg2NnNkVNL8XHBS/gEHdYvTSsxfvMQrOnIdzQaotGU2gnjbVJHyMMITBZaIT5lelVfexSODD2AmgU3HIUTkVj74Q5cbVnnsObFYIDhGkxW/nD0Ll+G/cevwPqKIb6kZgVe6GkA44RJiC7l8ETGOdhGpMLdqEhMe10JcUUpQnbuUsSmCkg4X8ifu2hG22QxPM+p4xMiA7Fv9VlINqRbdeVGfHG4HGIGq7mjSzSYO1UC531lsbu/eeLE/sug3/PVuuNSCAao6uHJ+yYu7J1FvPsA8pzpfPMtPQbvuwdJWSX8m+++WJzfCpbQA7wz3ht70luh8udNPilrWojY2gleZWH8sNMfG44MQEZXNr8lRoFVOf2Q+Pk9X7tzXOhLGhX/dYZv1+uw+ukglGYauPCCacESOgof6rTc7cgxYXv4EOy11HG5Sk+MOdwGHycWc874RLzf2AyPTu6ybtVvxKrxFgip+cbVja3FsvpueHJQzh3Zk4JFb/sgb4PAVW3KxLTUXoibCuIzujai9hdWXAG2Z74N4AAAA6h6VFh0TU9MMjYgcmRraXQgMjAyMy4wOS42AAB4nH1WTW8UMQy991fkDzSKPxI7Bw60pYAQWwkKV44IiSP/X9hxJjPhwHZXmvG+ffNsPzv9/evnDyK9S/768vTp15+0XvR0Z/Hyn3fvPX2nUsrd5+QX6eHd+4+39Pj69uGIPL58u71+TSSJuv2mJNixb19fPh8RSB8SaibmWkrCXJiNO90D5KYV7XI9CNNLQsmtI1jYvhfACS1d+hVK6dGhBI08nLmwHqwloOnx+f2bJYxDBgi6jPuSsREdv6ARXOTVyVuGViGwgCoDW7J04Su2OZZzbzoemguVQwirlitUHEpZqFLQEmOZtJ1Yrlj1UmBuIFMu9H6UTUDgiu3OC5m0S2C51yM1e8AmF4qDS1aQkJmlIR+Cgbd+wOidMdcoLuYK3Ce4C+1gNGboufLI5N473fpMT1XbBqb0nEBz97BBKGPVunoNW6+BnVmzcoku5NKEJjO0vXBQTTNItoYFJFtDRhu7pQq0YVtI5hI+tGr1CbXsdg0SGpoqD28iRz+6GQn23DTdHAqIFI6XPmzsv647a49uNG01bKx0JMayGw1LNAMIQgFXbBNLZZ8OhGk17BqWUOo15Laya0B0XsxaJIbN3T5TA+TNwUjT7bMT5tuOGrlpXJ3YMXGGBeHZCA2sNcfH6Yo9Jk6Yg7dNV1pzOm/lxZa+ji2hOnPrGHOquco/vBIbhTGyh6ytTQ2s+9DjGDnNotOIPnI9NNTSNuNgtxYbb5c6emRzOvztqXXYaKnE4pHWRxq5Tn4xy9fNujRXJXDD0WEqdRa3oWzFJR82rBl0eNvrNefZGknD+f/sP6JohzV/ep1qTCfZ/oNtlIltOg2rbZTTZr0WnOxNYVcyWyclFOZKhJO3oO68zXktcRu4wWu0MrEitC01O1uendfKidMSsfaGYGmbJ97dnrYzJ06hh5fb03kK+R+eJ43dJDpPE7AP1fOw8HseFVygOoIL0+z7aj04t7vft3OBs0Hk3NFgt7QEgEuSpJdVy3aPq1/gEjX1y8ZkZzkDHIHr5oPBe3K4Ro+cjxXHGPXKClyoR/iylMDZYaWGoyL2XtnhqGczvssa4RFZAm1Z0HjgShK9rkaP18EHJ8OzM67ZI0shumYjw6UQXbNHToWu2chwKRxNNjJcCglmZOmhYQOLLM3kTjAyus5CRM5JGkZAx27+MHdHfOkkmZGlk9Qj1bAr0mdk6XQzX63r98c/X3Z99xdnatZlkLjCYQAAAiB6VFh0U01JTEVTMjYgcmRraXQgMjAyMy4wOS42AAB4nE1Ty4obQQz8lUAuYxiL1lvKEFhwWPa0PuRo9uSP2Mt+fCRNAjnMeLpaXVJVtR9vH/fH7eXlA7fH28flSc/tud2f/DyX2+vl39ft+/vlyef3f2/6vf28X/p5H2CeJpxVnb9hvV6/fW0UwCK6EyyR/YoIFkoHOVgS7rV0pMFXejbOaLwvkCVx1q/GA9BJ9+sCMuZzg0kPMkBT7A2k8NpY4OlykEBaZDEtXieTRBzE4Kzc9Sw05cniBxEY+jTAzCl3dDwIgSO9cUk9G9Naxb8g0JsY3OiUJig0J7RnJ1CUkyqd6cAEFfHeWGI5vSPCDgzIsP3KQBr61wzMxkNWa4JlznMArYZFh/DVAJS2Ep81A3J3kKVUmqkIGq7Gw2MRUmZTz5NlIU5XJOJOxrOc6CLN1mVh2gkEnz3F208EZGwSUbLBeZIpQymjDQpObXpbzUMQy9vhDqZhpDOVkVS2Z8MlsX4HR5dRFI2XwvBJ1/ve1FBjcglMsbk+Zd3QUKcfoO4NC/UMCGE2LBJ9SQI8xtkOdyzQZdz16Sql1bADqKaJZ7mlFaxzyisX9bmDYrS36TqjG3mNroBRIfSIcx9KOC9uSZprwmDttLluLFLjYV4sqYum3AKjpfqq89WUmaZ8Ucw/hSrUqq9yH9ydsetrVhpr6qKe/G522T9//SCgnWtO/voDW5HOQrD6rXwAAAKyelRYdHJka2l0UEtMMjcgcmRraXQgMjAyMy4wOS42AAB4nIWPa0hTYRjH3/NuO25u7dbcTZvTROy2XE5LxR0fog+FIllRFI5ZRKO+BEJ2oZJQ6UOFEcwyk5AYovQpLW/bOa9WU/oQVkJzTUqbSQOV1KAE6TidkVA98OfH8zzv5f+f9j0eRXwp0O9K5bWRVxVFoQyeFCVGZp6YjkIYm8ZIFy5RIFxldI6FccsUxObiaC/Aa8+vfUcS/Yb621r17/X/emX0Oh0zs2rqz2wrHlYgRRSiMB+FT4WwCImMLiyinXScmZa4cJw4QyCJN0u0znipWapxSmUuLFuHZHKnXIHkShdWqpBS7VSvR2qNC2sSkFaHtHoX1huQ3ug0JqLEJDFO3MDLhEzJyGRGphSkwUsuRbREqzfSMrlSrZHqmineC1oWSi1pGocKF1W4O8lOXix+gFH8iSnt3ElaOoKwf6THHqnIJcUJ4zAYZr0NlTYydiQI77aEC54d30eUF4fgG7z20moLmbvsh2xHd4Glbhe5pPHD/UMMc7C0mMwHX0KRp5npf1tGnvd5IbPI4zMItxP7hXaoiah81nt5ZFt/K9wITvqmIlbS5PDA9/oQO5ucTaQdrZDTZuJOGuzkmLUR3CmYqx3cSnQD9ZBWX8J1780kcM0NM9rrrMiWQkIdt2DHhIe9GjCSPf4G+HnltD3bYSL5Z+/AE1kX70dFeucewYMqmjngTieV9hboFfUxMzVpZPiLF3QBB7s5z0jONz6FUJqbDRSoSd1DP7DyajZcriBfq/3Q5OhiI2OL3PCpIVh4ZWGzsgwkMz8E7QPn2NqjEmJyj8Dd0CyrXZjm1JoJsNS1sD2dOpJr+wjdZzYxZYs/OFvVJHTdTGfC5dPcialRGM95w9xWSEn65wDMBw8zVvF7TvsLoGfo2LRIQBgAAANfelRYdE1PTDI3IHJka2l0IDIwMjMuMDkuNgAAeJx9VsluWzEMvOcr9AMRxE2ijtm6oIgNNGmvPRYFeuz/o6Qo6z31UMcGLHpED2dIOr9//fxBcpf88fX5y68/aT3o+c7i5T/P3nv6TqWUu9fkb9Ljy8fPl/T0/vB4izxdv13e3xJxIrE7JcGOfXi/vt4ikD4l1MyCljNhLoiWO90DZFXo9nZ9EaZrwpYrMlsYcpPWJ5QV5Qyl9ORQrtQ8nKnWG1R60TOUgwCpeNb7kksflxyLreMZK461tKA80gJApMVcucMZWp1BzYaskRYK4MCWrK3zGdscy7lTHUUYA7hpICQbAw2oqpQBbdx4MlDCeob2dBlQaSEXthJ1UdbKW1YonpZywwLBlpB1su2km7YA7gNmkSGOl8ZDfedbzZ0NjJ4ZMrFQgFlmZsgQX3eAh21WVK8hVW40RbMMWGgDD+MsTsOMe8wcbs3W2QsUyww9CzIEuBDRLLD13WWo6UMCzb3hEIwyMtWZuYCWDezmGVhhQnKpdDO6tN09UOMMzazS0CBTodFBPdemuxg9KBO3UXdG7CWg2ncOaPb9dhKM/ol5zSwtsEX3rkAIjSv0aDbBaHyjywBtw2JIbMLLSCsgt65AxR1Ls4VIZ1doG7e8NNoFxmGddSzW+OoMXuPAAu89gTKHQ2hiCw2W92ZQha3ZsHpeH6QeY2k6BJtm2N0KbHNAWyhliihqcJAmu76a3sbmkTDLZsKJDw4SA35ge2wpwtlfuReZHLjvc2/Pq++eJv3WDlBnO/A/vtHwTW0/SvhWK2iktV7fJoOGbWZ9jRTGu9TJQMvmGpG1urHVWmNJ2GKgKKx22LNyQJFqLD/l6PNq/GHT6+XyvO342PqP18vzsfX9D4/NbodEx/YGe/Gxof0oxxL2Yz0WLdsL27FM/byOauiW9FiKbEc4bz4yTD8tN/AgrJ8s22DsEVz0wPk5cPG3XcQOxOOWRASOW9Vv2dVVFzhVj6zSwNnaVVjVgRP2yCoIh3pWw6rJRppHZFWBLqhdxfN48ogshuiy2lU8XHBlDYiLIbq4HlkMbWzAgbgY2nDwiBwMu2OafXJqdHQgLoYEEaFz18KILIY0+sCeiyHxjBytIjOyOHvznVvNz7d/Tuz93V/Pg6uKLdlWcAAAAe16VFh0U01JTEVTMjcgcmRraXQgMjAyMy4wOS42AAB4nEVSu27cQAz8lQBuToBuwfeSEFIdYLjyFSkNV2rzCf74cFZOUkiQhuSQnOHH2+fzcft4+9zW6+Tz9uv287nh+cZft9ftvKLf7+cpfz//hx6/t1MujsfL+4+vm+QwF91lkMh+Zx6ZXIfMEWK285g+a+GW4sAtdO40NOLCvSiPptF02+80qDqOgMySVcBpXcDMKJARVnxIjIYDBUyMzjRylq1A90QgUnK/1/C5GodrAa7oPjm8ywGrqHb5KPKm6XYFluzBK4ErY9DC/AGcxL3HieBEerLoITUoJAA7xWJJmmDPCKgQ1hp10yhWwKKBndK0e0b36o1slKuhJSlPZFewLVwLqw/rGUBe4a2Mjqn4x+LkGDEUisnoSRcPTwXMRrzShRjpKpZLsGrNke9ei4dNfEkfbd4hvbu5ImC+KppRQEVjVkDznoAv11VIV4W2WXcZNuvfOcjBbYIYI0C65AZFD8u95JReVoeYxqogTuDJ67+F1ctemr01t6SalzGky5iYyeig1uvSEFlo1mIxaRehHE6iXVomtk1cMNEFN9fcxjwxPmkr2TfJfikkKfNyIJBPxdfNKgywXg7otGnrMlPB3rBPmC6TcMnaR2Cyff0Bdq64dDKA7U4AAAKhelRYdHJka2l0UEtMMjggcmRraXQgMjAyMy4wOS42AAB4nIWQb0hTURjGzz1ut7vNdZ1zzm1tTVEJykJJEsvdvWRBWJhBfSnylkXXPkRBZJBhpmRETMQ0sxKkFB3YwGyauHvvQWhKfUj7QyhmlGj2wVFiH7J/1+UM/VAvPPw47/u8h+eckNjxFinFor+VqChJ0SWKQusUUhSDnAoxHYYq0o2Qdi8wShWhIWxbajNhWxReaVu5rlm+tnJs+Pf4f+eY8DodCbMUavmTFjMsQocoRGGEoxBWIaxGaouA1TRPr1LuETCjcTImXqN1ao28VidgXTTS6Xn9aqRnBczGINbAG2KRwShgYxwyxSOTWcDmBGS28BYrstoYbF2jyI7sDmRfi+xOFIcXEqppxmS20Do9azBqzfWUkgP9EUosrPoAD6Mp9/zTHBKNx6BEHOfcxi2k+cQo2JpEV0laNinpGFE86a7nuXnE5nsPDadixeqJTOIsGoKjza8Dz8o2kg3HgzA1355T9zKL/Op8Ar27DnGzngLCBAJQrmoRfSmbyL3yLsCNjDjdnU2mB7yA10+JCakZJLe4FYSaMWn0WibpHfTClSyH3FfvIi+23YGf27F8ck8auf3qJoQG8+VhlE4uVNTD3u9Xpc67ieT6Yw/0z7VJXt5GdgQb4djWQtePKgfxV9ZC3kA3F9hnIP1z96HHoeYO96aS2uw2UG8mXFFZMikOBeDcmYNSj9tKbnn9ICTdkLjMWNISCEINe1n6VMeSCl8QVAf80pGMX/JM6RD4Z9OkyiYLcQljoEs+L2VMapQ/GYGuga/Sl+HP8unCSbj4oFXy0Amk7+w7aNidwlkLvsmPuj/CRJydmykNyUmecaieGOb61DrSbhyBnSn7uXzfGzn+Nyph4TEC2vlzAAADUXpUWHRNT0wyOCByZGtpdCAyMDIzLjA5LjYAAHicfVbLbtwwDLznK/QDFcSHROqY7KYPFNkFmrTXHosAOfb/UZKyZevSTRaw6DE9HA6ZfLz/+c3wkPzz4/r9/W+aH7o+WLz857f3nn5RKeXhJflFenr+8u2WLm+PT3vkcv95e3tNRInYnikJVuzj2/1lj0D6mlAzM0ApCXOBxnbxCSBrQ3tPmi/CdE8ouWGztyfIwlo2KDPiGUrp4lDG2jycSSKVQxs1OEPZCUgmYgkoCPaAYpbCC4E6uBLV6gjD+v2Rlpou2OYMmmUj3rDF6Rq25F7awlYcy7kjc1AoOtPWCv0M1XT5cKySDKy2EmSAcukjtmO7p6UsxmFQINxUMArc5IyF4uJiro02MBDtjWitLyQAPLPVzAoDzBXqBgZaRQN0sBEtMPJlIZiqcVsoA7nEkTnyYWaJzjq4A+gCZssMPVfsMsCFKm8FKsGauabPCTR36VEgZRwSeGbrx6qGd8/ACjxenosU3DJDCfoHWIwzSFYubYDJoH7VTXtYzAY6KJvZQqSMoBu0F11MAd1bbSSYuobfmaoOrEEXvliGxm28uJgkg4HRtQrqgoUhcUFtkbaWvouGutJF3CzE4UJrtFbBwcEat3QDo3Vowg8HmRPqMF43T+giGfLm+CabZDb2YSVvEK8cYuocW0a7rCIOc4hjF2PiPnUaK8L4Nul141tg0RclvcY6kbrV1tuwhuYGuuqrY/Xsk29exNE3sQmVtbbuWM3S226Hgptm1cpc1lT0TXPZcpioVUZaRVz8S9E2b30fe6oBtQFlc94CRbO6se0c+8Tml4fMVpjqIpit6IBi7WNRKmFAWxZZB+j5dl0W91jlT/fb9Vjl/oPHurZDomMlg335WLt+rMdq9WM7tifbF+dZ4izHFgQL6bHo2I79tMvAYnDeV2wBnNTAuTls/mGyxcOOw/N2iQgcTzlJf3TWBM7TI7MsWwbgj8KszEaeIzKLsckGfxRmPRh6WGSWhCGm1Tmrsllkj+B54pywYU9zBQ7EydCmhyMyGdqMgANxMkRX1yOTIbrABsSDocnnQJwMo8MemQwp2i925+RESHHnZLgRmaoSb5HJ2Z129pWf938v7PrhH7vln+MfwjJ5AAAB1HpUWHRTTUlMRVMyOCByZGtpdCAyMDIzLjA5LjYAAHicRZI9biMxDIWvktID2AL/RFIYbGUgSOdiyyCV2xwhh88j5cUWM2N/pB7JR31+fD3ul8+Pr6NfT35e/l7+PI56Xvz9eD+eO/p6P57y7+f/0P37eMrWuH+//VwkhxnzVQax2/XGPNJFT4nh4lceYdnUTKSoyfQrDQ3R5q7OxVUtwDlkgcsIMqgk+JzXGwK289UT3JGo1py6AI1FLh1IL+6xcG4NJ+66HnMVX74glMM5Y9ctfR5LIBNjzqiqsdyLKomUysR0xWlWk274IDlF7JQ1KFdjVi9saaW8zAwGuIV3wcxVWOYqA1Jhz81HBCPb0Fd0RRTiSl9hvDlFcRObJQ4OGYWv3PPkjO7QjfIUga6WUYNnaHHW7HSuv/Bd2nf4YB6VP107wKp7fe4LBTC6JVfAJs8OsNZGUJG4Mkco742Y2+sAEmVYlGcILOY8GeYJ7EGAdFrXTsXMXDPWLnQIeukTWGFUINmkzQiSPsHEJ8Nwo72WHjmYufRxcxSOCmfRRSmlYboS9pvOxqBR3bsgdW5VE5rVOUnWVZ20dn+SvL0XbJBwdF+9OXkVTo3C6VTG6CDs5Pj5BYhesaZsaPlrAAACtHpUWHRyZGtpdFBLTDI5IHJka2l0IDIwMjMuMDkuNgAAeJyFkGtIU2EYx99zdnHbcc3p3FW3tRLtomYXwYY7ewpMkMQ+CAmpI7RGYFCCRh9MAvVLiSa1DyvSMtNZSWgK4Xb2fKgl9kEJLCZeUkzBTCoJJJOO0xka0QN/fjwPz+X/vou+p+OEDwX5ExZeu3hVUxRJ4klREmLmSYtDEIarYYrtaxQIw1SG2jbLklCbgN7etn1cunXsr+2hnBZGrFPwr77/5VGhM+Kwq013W9+2YWYDDKEIRfNH+fuEFhGR3kmLxA5xBL/HSUukZonaIZWZZSqHjHHSTCRh5A75DiJXOGlFFFEoHcpos1LlpKNjkgSqWKLWELXWSWt1RKt36A3EECehDfG8jMRoIkYzMe4kKnrNpUgsUWv1YkauUKpkmgcU74Wsi1gKV6egqUNsn423oZUag8GWGbY7Mh0HKkZhOvDBNjOUgcyLKSixTnhbRo7ggbdBUD2rs50Q5GBv+TBcTe/06spT0HM9AIer+zJ1wgzMHX4NM9+K2dPtp7BkzAt7znT5jI9T8VB3D/SdZX0FtVac/+6Bnjc/fN7pg3g+vw1cDRNc6sV0rLrhgUtPTP7EZhbrEu/C84+Uv02WgpZ6F0z6cv03XWmY6b4DHa213IWTFiwarIfGhVbOSsVhs94NTFaprTLZhJXJt0E31cyalmLwV0UDqIaE9i/zMmwtfgSjy6s2Q2oiFi60wxWmnzXV7EYP7YPltHNc2awej/l6QcHc47ISYtCHARh5VcPlrSgw0BGAroR+bkVL0HVtGLLz9nNNHTp8VzTG/+FlztktxfudQUg+vsQVln31zxV8AvXPh9zigAY/2yfh6K19bKZ72T/eNAcvg3vZxqpF/3RgHHIKRlh3vgxLdUHQZOexsfHv/erf16bnXDLtGFsAAANZelRYdE1PTDI5IHJka2l0IDIwMjMuMDkuNgAAeJx9lrtuHDEMRXt/hX7AgviQSJaxnRcCr4HYSZsyMJAy/4+QkkYzarLeBXaIM5xLirzrP++/fzHepXh9f/r2/jetFz3debz8521m6SeVUu6eU3xJDx8/f72lx7cPD0fk8eXH7e01ESeqfk9JsLMf3l6ejwikLwk1kzCWkjBDYfAv9wBZFf05aT0I00tCyQ1r8zBkMS4TJVG4opQeA2UKoalkRuKJNqB6RXkKIO1EcQW20ja2K1uDlUxs0tNiqwPF3FQ3sS0UtAwKdaQtSq2zJVuhTa0Ey9lItactam0qqG1Xq+nxT7BaETurwtpZcuH9CYu1SEtZqD/NJRBjPSTILhdKNBdzVZl6QZtNEYJlhyEyR3tsZmbFo2egZVMBGHDx0wLpSBZuR3lcYGswUHTYM/vTA8HMxocMk7ZnZs8MlisYDbig8SxQRXa4pk8JNBtzRyj7cB0z4UO9dRni9BxWrKO5uVSwmRmYds3imkGy8pABGVV7Ey17M/fO6ZDcT7pPEPZkjhrrLtiGhsaCfdx97CeKLNv8YEm3QEvtW+B9kBr33PvdiltWhHEaTWCMMJuWWRhzH/yTxXEYANW6Ap7n7Swqbh1DmsNWgcZIqBkOuW3swMn2lUNvGNpsGB6lge1njHXuRpsrkQtXGLW5E+1taJHX2Sozrwu2wZbSdlaO/ZSpt8lYE9db9gNGTa/deOSozVhm3lba7lE2TIrcT4YGK33T7iVX5q026junvhl09EFhavBh0I3t5+Z10Dy3JgVHWudwQ/uxmQ/BtIjWhAfKyjtKvhQYoyvDUp1sszCuWxPczDuKDXkYDww/a24Pu09/vD1tFj9M/+Hl9nSafvzhaex+keg0b/APnwYdl/X04Lhsp8+yf1BOL43rdalOS9LTEtkv7eJ64DG4Oht7AJcWCG2BrZ8wtygODs8IjwisgiBExq1nntAZkVWW2wbErbAqc3PgHlnFuQdA3AqrHuz98MgqCXszvc5Vle8tR+RU6NtJkQyvOxglOHvZNAgQl0IMzRFZCjE0O4hLIYbmiJwKQ7ODuBT2E3YQl0KCEaHr0EKPLM3Ux8DfSyHxjJyTUmdkaY7Zu05aXB//mvj3u3/uCauefYNTBgAAAeR6VFh0U01JTEVTMjkgcmRraXQgMjAyMy4wOS42AAB4nEVSvWqcQQx8lUCaOzgv+lv9cKQyGFdxkdK4ujaP4IfPSGuT4j6OGe1oNNL768fb8+X99eM6nwc/Ln8uv96u/fvCX64v18dhv75vD/n++596/vn7+pAj8vz3x+dFcmmY3GQxGd+emFem6F1iuWy/8YqygTWSGzbVGy0TPbCz7nuraAIgyNQpd6suV6tAvfgGLMszIe6Lk3eXU6qDoFWkfIjQJjwUdmo56eh48OBlgQYJ3MelojEE8D7Bx9pm3n6itI0sSR4dS8/G0ab9eJB0eRLJXWpRiDTsYQ1bmrR6WnQGQH2a2h4z4mKoTm7zvvAWXmyVVw+zyDZ3eVXx4DvGi3mNdyIHriv2mSmrZGZFKHcRdJXjXbwa53Kfeu1MCJnKPqFFpylrZ0yanH7SDyEQvYWaF5YyOCdBiZAOUkAHzOVDGHHNA0jcnmRZ2VGqQG+utbm0CZK5B5iOAIEhzQDoEqVzEVS1m0jZsxnC03nBhlVyh9pSvZrcPV5smEULzexLEZ2hCxtrGbcQrADHOLBYcMO0k3G1FFtmMykzGM6k12uV09JspmLedZv8eWCBt1nMaUlZJ4XtOnjuuYYMaxnFUatfP/8BWke5E3a+goUAAAKzelRYdHJka2l0UEtMMzAgcmRraXQgMjAyMy4wOS42AAB4nJ2QbUhTYRTHn3u3Xe8259yL29xyTbPyg1OaOE3Z7k75JV+K1D6YCjfIGIIEBTIUsihDEVLQStBIo8kYimBSWbh7n0hXkYH2quGIpCH1wVSIwsCusxn5JejAnx/ncJ5z/udZCgyFkBBK9CdSBO0SdJ4gUJpAgqCRRSBJRSCOVqOkXBsUiaNURdq2ynSkTURub9v+/F85FclJccwmRf87Jz5ij4ra2rL393HSzSN+Q44IRJDCUmE/IiVIYnSTEoqlYoQ5bpKWWmgdK5VZZFpWJneT8lgkV7CKOKRQukllPFKqWJXaotK6SbUmTaRNQDo90hncpCERGYys0YRMO2jSlCTIjMw7kdmCzMlIS264lFC0zmCk5AqlSivT3yIEL2hTKGU1bgEODhGuToMTvyPm4dv1ecalseOsgvew4H3oXJnZj9n6j9A06wio7Hb86cwcpL867pxBRbj00DTUhpbHh3dn4BPlQejo8ziKB3Jxwo1JKM6pYPaUHcXF98ahMPZRYNaRiT1to3AuyRMwZebjk8/9MPqE4qrrbNjrGABbOMz1ZmXjC5f8YDuWypesOnCVpReGuyR8U2069g52Q8XlAj5YlIHVXdfgp6GNsyYn49HZK6C+6OPWqoy4RNwDU/mHnZUvzbg09yq0Qh9zc0qD1/s7YKJd4mr+IsNMthf8yyvOBvtevPbAB1mPx5jc76nYuTgOPeE6bua0Eaf67kJOaz9HD6pxjT8Ia3ktXGGjElv7g9CoDQh71/meU9OgWdnHdeYl4u7qebjz+SzXXibFREj4n5pl7mvzEl95IAwN3tvc+oge+7I/ADOZzky0/+BftCyCdcTKvPYs8aX3Q3DE/IZ5Wi/DY4o5eGYrZyr0b3ndL8tG4krv/QJKAAADVnpUWHRNT0wzMCByZGtpdCAyMDIzLjA5LjYAAHicfVZJbhwxDLz7FfpABHERSR29ZUHgMRA7ueYYBMgx/0dISa1uXTKeAVpEiVMskjX+8/vXT6a7FK9vT19//03rRU93Hi//ebfW0g8qpdy9pHhID8+fvtzS4/v9wxF5fP1+e39LxImq3ykJduz9++vLEYH0OaFlMvScCXNBQX/4AJDNwL8mrS/C9JpQs2BtHoasBAeUtOkVSukxoFwsspZMInVCBXjLypNAUQtEyWCVj7RmeMXWwKpjBXpaBNIOxSymGwMJBpJBypEWohzHFi+Mt7QaWM4NeuklFyk6GTgVuUItPf4JrKH0r8vGNiqjXAztim2RlrIC10HBVSqTQqu45YUS4mKuMlh6bdw70iVrbZMMIDK7PNxmcZ7t0BcqbEIABrhkl3fUn61QOwTGChuYQmGPA3cFgpAeWphC28DsmaHlCtUGuJjiLFBVds7ROwcX416Wy6VTZRexUd3A0T0wV3lq4NfkAPutXTqNzJqtygQTDDVaFt6nAmxQJtU5QQV4QBvKnrYNDlKx9nHHimVAkfasWNItoEUbjCUy6Qr7bcOtMoTRDaljtzLrmA4vzB+2+UEczSgNqDPgCjSxBLsISHPYyHiMRMNGU4TaVTyxfeUwG+GciL7zHQsh8xVb525Uw9kJGQ203ER3DhJ5Azu3Mvfd8CfNTffdQJ37qXXOu7Tx5POksmMtvXXjmQPTt8cGB6e1zSS2YVJUhw7hYt2unIOz2Yad+s6ZbwZOLJpMzdhgswjqfbPDHp2u8kyrzTa61Nvmky6jDIcOiwgG+5wTpY/BNrj2DosehUndbdLNvEOxHsaD1glIVoStD8+3p83ih+k/vN6eTtOPPzyN3Q+JTvMG//Bp0HGspwfHUU6fZf+gnl4a53U0R2uy0xLZj+3ieuAxuDobewAXFwhuAVs/YW5RHDg8IzwisAqCIBlXzzzBMyKrLLcNiKuwKnNz4B5ZxbkHQFyFVQ92PTyySsIupte5qvK95YicDH07KZLhdQejBMdeNg0CiIshBueILIYYnB2IiyEG54icDIOzA3Ex7B12IC6GBCNC16GFHlmcqY+BvxdD4hk5J6XOyOIcs3edtDgf/5r4890/xImrd30iRRYAAAHielRYdFNNSUxFUzMwIHJka2l0IDIwMjMuMDkuNgAAeJxVUrtuIzEM/JUD0ngBW+BDfAiLqwwEqeLiyiCV2/uEfPwNKTdXrBYYjobkjL4+vh/3y9fH99HHk5+XP5ffj6O+F/5+vB/PXX2dj6f8D+zz/vZ5PGXL3P/++rlIDk3RqwwSl+uNeWTyKTFcbF15hPKGNVYUPin1SkPdrXHneZYKRV5vNDhtbn6mFF/JGXxhDeAyPAM6PthpX+BkFAh9p3QhjKvgq/5rWHj2QEFR+DLBxRyWsrqBZXXEfQx8w4BpXBNFSuOSrqUzk6XwXhTyMZseKyG/Brlnw2lbRa3UoY0dY7d0m4WJeYCaklDwEcJ+ysRgWVZBaWqxl8cL79VrsFJeEDtF4WzNjX1k9XxuoqfISBXuuSuPBZ+i2Tyt2Iih3YILXmzzbLdkIsXOY8EV2D9X2wvazomNIUSwhVo+SdcOSsov/HlizFKM2A8heJ2MANiyCpQh3TuwF3DK2lMHdTCV4IJnnDCmZwHBdwEM3ICZ5l1QrqGw8sRbgJJG9BshngUvcS8dOGJwX6yNEC0y8ovF9V7TV2eSYrWXW0nMKJvQchplbUWLFRrTWBtXph0K9ysgp72szY2n7Gw7LMZySPn4+QeRLriz1EhxZAAAAqJ6VFh0cmRraXRQS0wzMSByZGtpdCAyMDIzLjA5LjYAAHice79v7T0GIOBnQABFIFYC4gZGRgYNIM3IyOYAoplZYDQngwJIHMZFV8YB5jMzoWtDV4fOFwAbywbTDjcGLAxXjU7DbSFWGYhmYmGH0My4HCMI8SM3AyMDo3wGEyNTAhMzUFsGEwsrAwtbAhu7AptsBhM7hwKHVAIHZwYTJxcDJ3cCNw8DN28GEy8fA69oAh8/BxOfABALMggKMQgKMwiKMIiKMYhKZTCJiTOISTCISTJISStIy2gwy8oxyMonyCswiDCBgoCRiYVNVp6Nk5tXVIpDfBoj0CEMEMyg6PW7z9Gle87+jInSB9cdn+aYMbF2f/1vxYO5YXMcH738u98lU/eg/fXpjnaVPgeqjhsctJ29zDEq5fb+lUtMDwa+XuWoWip34FyH3UFdo9WOh8Sf7fttZXRwG8tWx6P/jPZZ37c6KK2/z/GK9tJ9Kjv1DgaL7XM0aQjfv2y25EHWLdsc7cMn79d8K3jQ/8Bxx5NP6/fHefMd1N103LGRZet+l+4/B6a0X3TsP6S6v+in+MHC2XcdX00t2v/rLcfBLN/bjvVZX/ZXVL0/4BrxzFH408L96ofED0Z4PXDsna5nX2v/84DLy+eOHGtk7Esnvzjw4uYDRw3+3fYN2zkOHnt703GNTJY9b+GjA/PPXnSMFDffyzNZ56BIwB1Hv6QLdq43zA4+mfLQUe1Jsr2Nn/bB1XYPHF1+vd3nts32oEDEbce+0on2B1c4H8z5cdwxRuGgbfRlc2D4HHeM26VpL6Hme9Dj4XHH1Xb99pMl4g529S11XGHKa9/6Wu2gm8hKR/nWw/byrSoHPQJmOx5x6rV7c0Du4JbIKY7s8QfsPyYLHhQDAHSU3mGsEb/dAAADQXpUWHRNT0wzMSByZGtpdCAyMDIzLjA5LjYAAHicfVbJTh0xELzzFf6BWL156WOAbIp4SIHkmmOElGP+X+l2ezzjHPIAadyUa6q3gt9vv34WuEv++fb49e1PWh9+vLM4/OdbVdMPBoC7p+QP6f7Dpy+39PD6/v6IPDx/v72+JObEYncg4Y59//r8dEQwfU7Ycm/UANI7zEROnt5pbvG0XkTpIWHPXVpxAGRVGE8IGYn1imXHai5CFLTauU1s505XrKSPzqsd0BGcUUUHFjNIb1dsMV4yCio9eBsKTCwX2rDVUiML12CjbMIPXoUuV2xzXsOqztxEVCYWWTdsT8+JKFdqHFhs0ie2tkGwsOq8nFuLokJmojrroARbHRAmuIIGuAv26IXd2XjR+2YirKqRUsaCGFgk2PSiN44ka+16NE6HCGum8o5l53UsRVmzoIwW2owobfOA4rzV2oUUvHWOhmbRvb5Y0kuilq1BhwZpU0MpHTds9QI3ezPNJitEWywWY3Rim2N7bso457cWmhq6bDOJ3fX2DFy9cSa3R5ImyytzhaqXwWdylMygeECp9n0rIKAI1TO2glWUmZiMuTiho2lGIaNVVgOUmRe00LSgFLUlKhL1ApFjgVovW2Lk22a8hTV4BdqxFEJt1yBTrrZRSOsq0MELtW7YElhgqHMr6pr0XtpehxrJjZH1OiDX2CCyLPYtpjYnUmcnQIUPwV23aaA+sWEP1ooau2S8nXBPTtMtsGVqQI2x4Nx9yK4OBWElVWUkbWOIx2YK07ZtjGElyGOiMJvTHM5H/R8shfXNvTHAdB21hactNTPoh99ufUW4By/QxEKvW48/3B433w4nv3++PZ5O7l90urXYD68zx/k0XfTQ6atix3JaJ1qonu4odmynAaKF+ulxYke++hgaRi9eJQaidR9pBPDqOjiurT9U5i0yIku/OQj6TVwpmE/IiKwszA3Qr+JKxHZePEInjykZZCs7ghlZAmnU0iIrR9tHdDJcWRFHhK6rFZGVBblmu0pLM7lmj5zvcs1GRisL6jOysrC5jsjSPPptV2kpZO+nXaWlkF3z+M1l4GREzqkYc2BzsRT6oF3Hys/HPxf2fPcXNMOf7iExo4sAAAHQelRYdFNNSUxFUzMxIHJka2l0IDIwMjMuMDkuNgAAeJxdUjtuW0EMvEqANBLwHsHf8oOHVAICV3GR0nClNkfw4UNy7caFVtLs7Aw55NvL+5Oet8e/+/P29vJe5+uTv37u8+/t1+u9P48B5tg33wF+/Pzz9Yx+//i4kUM4+3ESMMtxJjjLRQGhvo4TIRPrmxCIJS9KUFI+ENhXNj2ZqflLJQ6ChTwwhuXFCJZqxV6LbFRUeF1MQKLZdPatzrFxyRxb1dS6aGLqxQzGLn1BrjEX5lkvBHzjwrwdkpEHN8y+CKXoigxxtVCIZ7dLi6hxYiwDhbTI3XCWUAWQ8olz06fts9LKUjegJG62TUyVSkaxHRy3a6qPylpBjStxlw2J3V/9rzIuDvAUmvBt8eiEZuMoJpWbxZh6DJhRJRZIA7JFg4SmlaQa6RiqRhuyVntVB+n4oZt03cxLuz5U9YnLY2Xzl2TzFX3SVfatnu4FRyJvOprt+tBmTvY5jli+++wtILGeHpdd+ISY0w6mypaPpMED29VMhh5MseHVKhVywQLRGVYRvCZDp70aUtszO2O1SyeDzkpSh1zDqFVdyjO7rLCn+pDgXtaxPaW60/0CNfz+8R9GrbP8H48QXwAAAst6VFh0cmRraXRQS0wzMiByZGtpdCAyMDIzLjA5LjYAAHichY9tSFNhFMefe93upnPubs1tzqlXm2+EmmLhAnc9GRGJmUsQBGFaxNAPEWLQC6EkWWKBDVPDL4UvZaz6YJKGu3uCmlYQGqlNnWJaq1WDzCix6LqY0Yg68OfHec75H/6Pz25zI75k6HfpeSXyqiMIlMKTIMSI4UlSfggCrwFSeesMEWzwz7VQfxtAYEnsn4aQwebgo0G24LH83+P/9bTfTgXCbIT6+0cDlCACESQiQxApQKQQCXUWUkiZKRGiJBZSJEaiUCQKQ5JwRqIxh0sZqcosjbCQETIUQZtpOaIVFlKxCSmUZmUkUqospEqNNFFIo7WQ2mik1Zl1MSgmVkzGxPFiEBOPmATEbEZKcj2skJJotDoqglYoVVL1EMEnQr+E9K1LC3B+nMpL/WDAU8QslM+42TMZWbigahoezbww7lrNwblNC8AcTLdXlGzHujUX6NvmjM8L9+Kd5jHQnYq33+1Jx1S9E5Ts7uFLTwzYmuqE5kGvcXRpP/6SwkFV4bLx1kAppqeegmGi2378bTm+3f0YWk5PszeNJpz8YBhG2u/bp+ozcFltP0RLGfvEwx14ZbAP1C8/2scSsrCzoAfoE26uZnIb7rzWBxUlsY5KmsWayE5ALaSj2JWG0662wdmyIodEn8VnuwyZHU1c3Od43HDhIhRX93FDrmg8b7sCn8YLjSPtsdhosYJttZ/9ekCOz73qAmE2wVpvJOHqLdfBWcCxAw16PLo0DG5rKefL0eLMjgFIy2/mej1yrL/uhG+yeg4dkeF3rU7o9dzhEmt/OJ4dHgNT8lYuuy4KHyqfhZXBKi7fFooFb1zwvtjDeWt8DvWe1/C9sYsz3VPjyex5mCvKZb0Law5TjgcaVQb22FGfw7s8B429HJu0GIYZkwtSZCfZfZWLDtVPbdX2SGpyS2sAAAN6elRYdE1PTDMyIHJka2l0IDIwMjMuMDkuNgAAeJx9VstuHSkQ3fsr+AEj6kEBy9jOS1FsaeLJdpajSFnO/2tOAQ3NJtf3SlB9qD516oF///r3n6wPwT9/vXz79V9YH3l5gD394dtaCz8lpfTwPfgiPH38/PU1PL9/eLosz29/v77/CGJBCs6kQCf2w/vb98tC4UvgGsWYUgocKZlh8UgUjZNiuV7E4S1wgTk3mCkWJZpQkn5qQSU8O1TZHJqiUikTmq2fWlCdBKhkR6RIJcnESsuH2+zYEqUIDbdiwy1HU3C9Qc0ZGJxxmm7zpJBiw/qOLY7V2KRObNKqlwjEfMfWga0ty6BgaUAlJoR2hzZnKw5NA1oyT6hWPqCUwqfAOVrKUwVhaRNczT3cwDTAImkmgrROLGkXb2PZ+QogrU7HZnrpYO2IjcQzzDHnIpdoduXCipye1T0jR5qmZzXLqx7kpJwdnGKppUsMzlKv4hHLpxjmwsHOrTNlKDfFoNiUTs+ePGoRLmSAkQ+aAVbL9QBXKEc1Inm9FiRC5bY5n+Dmnmss7eKcKtfpGVVxcOYEzlRipTZejuxQZ9/QJz1PG0uDsoiO7mAn3KGN+BCZkb7fTkKvplMaUjSwkaPiWYbG6K/RHTnpVfFKdrayDokTEw+3TfPEcuUTm2cJSeGR6Ko9eHAwqWdoPXUc4aJOzVpPAbBE7YztartcpmSphxQekSDTo/G5ul9g0ThT3tFBjwXn6cgbt6v18+RrtU6+uZ05xvdHn2kl2cA26iMLHNDYJ5bG/MOonLFV6p0NDqB16CB9VqJ26mx5qJpnOQB7VLD0vFXkYhQrhO797qElPgaV9LQh9dyHJaAsm8E5geesbGiYmeEyxbWaTq82oAhhFE4bAHglKUeNfXx9OW6PcZ88vb2+7PvE/3jfGdgE2fcC4ad79vs27/HuW9sjXPHjtse078uexART3dNWsaX1ZnIuNazTRH1P99HYDetyJGfn1kUXM07dwosiOUcHrhjIaQLI+1QZFtqnnKsfXbGR03XLCoe7dohgRYQ5od2yYmCnjKN8b3rtlhUFu6g4yjsHGRi3LIZoU98Ce2tGciAvhmg57ZbNsDmm4MmtfbRbFkPp2W94cmsFDv3JreCHZTGUXgj+5Fa+5EBZDMWmZakqZVoWZy/PezH6/vrHCOuH/wEAH8JL663JfwAAAfd6VFh0U01JTEVTMzIgcmRraXQgMjAyMy4wOS42AAB4nE1Tu25iUQz8lS1BgiO/jy20VSSUjmLLKBXtfkI+fse+ZJWCy2X8Gs+Yj/fPx9vp4/3zPI8nP09/Tr8f5/78wCd2+vl8POX79f4ffPt7fsrR51V8P99/fZ0kl4bwRRZTxOXKvELIbrLx7XXhtY15cNaIxk2iLrSM9x7cg/nWfXj75UqLN+kEtHwKdCt3gUYXyApD/0CeTLpPH1qFtwP3CUQmBtfy0hw+m6LxYsy/5gqywcE/0WAlYzzopVTT2dlteEm6dRvg3jiJJ9hssOv0IsHUAgz2gEVfTYZ6lTE0sNo6I5N2w1LUGxV+djYrUFvlu5VaRDnZFRaDo1vjmhC6RzqDuILCoUCazKKhCeayUmwWogJT4Mylk8+VnQ8f7FAsSrrAvem1lHEoH1tRgYlGU2ER/vJQIQLWzNYcDPLwVsN5CqTQWpZBnglgf78xTOA2VRYZ8czO8LwxlnRFK12iVd8jJrBrRlCOOyAnwjfesKlGJVUeX7ZR9QRV67MSGi2KRbuLHUdo3HzgUmrTx8W1/k52nI5xWNMnYRm7zAcXSDkO6MiAg7FDH5BpPMG+LxOnBFwX4ZZbaeANzyEChn+AHRfnc+Eqow7yorwDqjR/FR7jdLGRnr/+AWlhxR+G3eNoAAAC9npUWHRyZGtpdFBLTDMzIHJka2l0IDIwMjMuMDkuNgAAeJyFUH9IU1EUvu/u7W1zrvljzk2nPp3aBB1qhoq655GgLM0KhNKwUVaDArE/KoIswUQISgwLtLQIfyAUomJgbG9Xy5kErUwzQxuGkFJY5o8Eo56zGUnSgY+P851zz/3OmbU9mEBCKNGfiBZgEHCZotxMUVLECowZFLma0h6ZyVxlEb2Rpe66CG/UN76TucdSm5UZd45pyRqLNuv7X+7j/obxuFp355Y9Jv6m3zXPpPWJ/5bliEIURlgvmKQxphGtMdNiCxYzZjGLGAnLqCxYImWlfmapzIJlXkgmN8u9kVxhwYotSKE0K31YpZ8F+/gaRH7+SBWAVGqzOhCpNRas0SJtkBRrgwXokC4E6UKRLgyx4YiNQKwe6SORPgqpRIITMdazYpqRyRVKPymjUmtoMRP4ihIsojWgaP3gJKR2oUz2WBoZpcZh/vQIV05vIw2zb8ERM2ZaTkgjzk4XlNNXbE3WNHLgmRM0ta+t2UYjWU5wgOnjoYwOYyoZKrJC1otmW358PFkq7oKUkztsGfXpxHW7DRbeLdlKg5PIbu9maD/j4odyk0lIdhsU7WHtscczydRcPRwcxPYTVUYiOn8Lskz77OHtCaSh5CY8v1TFOzsjyPSja1Cf38LP0DoS87kObI0FptSRMFKZUgtlIXe5hztV5EZPNaicdObUnBex+DZBd8WK6X2egcjqW+Fs6WPue28UKSi2wkUun/+xGESSZd3Qt1DNDyb6kyMaB/g6LvBH7ynJ1U/9gOvaeXHST3vJF6ewexSfvldL7viOQ9/QKb6v2IuEtozBeOQi32T9Zk8cnoKc5jp3j1jvgsb0WO5677L9vnDPyekAbkDy0l5SMwPBCjNXmrFi/zo/BvE5I1zgLoawHwZga280543zSGv/Ezhna8yoLCgk2yeeQs3hEa7DmEfiwoeF3cO4wb79ZCbgjXDnSpsrrpD0ZI9CboWVM5QVEPUvOAz9EuX48IgAAAO0elRYdE1PTDMzIHJka2l0IDIwMjMuMDkuNgAAeJx9VstuFDEQvOcr/AOx+mG32wcOJOElxEaCwJUjQuLI/4tut8czRoLdjTRu1ZTL1Q/n188f32u7S/75/PTx5++0Pvx0Z3H4z6/3nr4xANx9Sv6QHt68+3BLjy+vH47I4/PX28uXxJoKJP/ijn398vzpiGB6n0gzF20AiTIgGne6R8wN0WNrI0rPiVoWqt3CmKVVmlBUlSuU06NDqZCTQS4kOKHS+2BNj2/fvVrCSsgAbeo4yLaJHjqY9UpenVwydOXAInBgIZsOvmLFsSVr72UIgcqH5tq4X6HNoWynwknLVA8J5somQd0KyrX0Q0LHJVfbxtudF41NJLBFy2EGVdksRnAw5FYlsmBPXCe4VKkbeOTOSLQ6yb3pgTL2QMsjlZ2ZjBl7NsUSYCjxZK510M015PQ2oebOAWETysf5EOouozizZoUSSjOIlMmMopsZWE0ztqw805sZ2vCw21GRNqyEZJaRB6sJDC967tq3fGALDVJJRm1ShR5QsjLdoJpuDoXule4VP8vY3tay29AjG8JjX3DzaB6sYt9oCSIZxtaGgiLlMMFMxA2LR6kViJJQZgi5onXTQOS8ZOYc7qLVZWDRZsGG5VntKj14e+sSZ+tNduzoOMNKnbzcRmPeN8PWXe/sOJsHJXjtbBIaquLW+STpy5gSs3RMA+Hhb+k7tsVEYcaoRMOGD/Y+/qV3tJzmRj2aJxMo/UPDyJulGNs4hxlNGrQKFbZBBVbpMdSixqrWoUWyTYqtHBkdauVIGNWgs3CMVWkrBqZgZekyR2WZHnCnfVKOnFXzdhSsaa1YZg9377krduaseqLGNGsaY4Jzg91broFtUbtDQjt4y96ULJFfKdGA5gaVyWu6tnrk5rxiR46hY10pzBMsXbehYzfQe/cBeIwzawoFObC1bi385va0XUxxVT08357Oq8q/dF5Htkh8XjlofyznjeLrMq6ZBaojWM/boViI1rqN9aKw+9Mg7RzkaEteZOiSWtLLPC62pnWpoUvU1C9jtTjLGSgRuI5HHLwnh2v0yDq3zToc1KcQF+qRcplc6Oy4jkbDEfut09HwU4zvMmvKiCyBNlF4bLgOSe6r0dN1OqCT0ZkZ1+yRpZBcs5HRUkiu2SOnQtdsZLQUjiQbGS2FjDOy9PAoA4sszeyVYGR87ZuILFe5zsjSbD2A/iovhdxmZCm0co7IqdA126u8FBaYkaXQC/taxr4+/luz57s/grzerZJEmkMAAAImelRYdFNNSUxFUzMzIHJka2l0IDIwMjMuMDkuNgAAeJxNU8tqHEEM/JVALrswbvRuKUPAsMH4lD3kaHzaj8jFH59St0MCO4+Vqkulkubt9f3+dnt+fufL2+v79SGPy+Nyf+hj/728XP++3b7+vD50v/93l1+X7/drXzeA8XvBS2fW7bZpcX35uEgOtZyHDGI+npjHZJ6nzBHidfCI6bLinBkdF5ODhklseFQBnoNy5vFEA6dy86jmKTGoUjvBpJ2gAR49xUZWGZjIdRfwqXWKoiKvAyq+maAMTDLcajMVf5bIiRMMZEQnLG2LEg+IojEdceBcfcXNw/uApM/jCYxkDUDzYvPkGqgQnSDrJ8QWpZ6co7QDCmbdtZncO5FkzT0owtYJjqyT50hdRgylCdUFESxdQgNtwSduTTUqK5snXOJo5VQdFvjeYSqMBXrWFIBK024sFKep5coq6lyrMeAmWCxsi9Eg3p5aG5S6pES6tqHTt3aG1R3nqlqTyaiG16zoqjVjx8MXXmfBvom4c48YG7PoUTWax5PXqsQyDTzCW73ViqvymkuJNk1w0+eYUj2+IZTyjwYe8GQ0G1Oy4Un+uZ/to2fPOAa2SE6BvcLtTC7DAE5ZaI2Ktc22lGgJqB3KYTeonW3tQfXO2nD0h83sjWYdk1q29Ub75pgbbJg02g/j/iRCxBYepNrxXFuGUUfbjkRUrk+LtLVYUuywe16P3z++yZCPP3mR0bXlEh8EAAAC4XpUWHRyZGtpdFBLTDM0IHJka2l0IDIwMjMuMDkuNgAAeJyFUGtIVGEQnf2897rbuq2rrbu56a6rpiBmLfbA0OsERVmaaQ8Uw+1lWwZlD5IIlH5klKmYaPQyKErsQYlYFN57x1Ip/CFFttnLtKx+SSFSoNXV0ECyBg6HOWdmOMyAdOMNqGWEPxWpIkpFsUYD0SprNFpwqMwEiBhtuXFZSB5lH24ya8d8HzZZn7ynGzurmco2/dv+X+8/ti6Mh5kINSZPTI/zeJa/u1PIetCAhgFzAvPhGOOAs7g53sN4wc3bQfB1CIEe5qt1aE1urc7DdNNAp3fr/UBv8DDDdDAY3UZ/MJo8zBQAgTMg0Ow2B4HZ4mEWK1hnapk1WIUNbLPAFgK2ULA7wB4Gdic4w8EZATN81BQ8c9p5TtDpDUaTVgg0WzhesLRp1HjwGxD54GkvDkVDcsbdBDoPr7Eyp0ss2umiFL9ubHV0JhUkJtDZ/h68MFAi5Z9JoF5vJ3Lrp0vHtsRS+ZJ2zOTDE1dmLaLLuc14ZN8VKW1zHO1Ja8Tl6cPNlTmL6WNpvTrTJ80fcNHNBVfwW8srOS9vAWXV1CPsDlEuVYoU7zyH97qZstQbS2uf1OBSb7riWjePVu6sRnHDCXlkKIweN5RhdcN1ufCQjaTaM9gjpSUtfxdKVz2nMNXcKHZsNJGDLmO/yIm2uCjK5OvQtU4Rq0oiaO2WZvz0Ikc+vCmYcn2bcE1+pVxVEkAtlnYc3HVU5uON5Opvw/CU+3JH0Q8lZqgT008ulLtarbRD/Unpy0J5xXkdxRd34wH2VTb0DCinOz5gzc86uSTISgelt2iLixWbM4aVB1v78NZerfhq2WuF2+7FbfUXxc93visFZ/txTkWdWHttGsX4PsK5q2aLWZY0ut35EL8MPk48XpZNB2PbsGLec3FkKJX2L3uG5S1m8dGHdBq2Pld/eEkqE7LpfZUXV4c2qXoWBf0Cri73ncmms54AAAObelRYdE1PTDM0IHJka2l0IDIwMjMuMDkuNgAAeJx9VsluHSEQvPsr+IEgeqGBQw5esimKLSVOrjlGlnzM/yu9MMzgQ+xnielX1BTVC359+fNb4CbZz/eHry9/0/qhhxuNl/98xhjpF5VSbr4lW6S7D5++PKb759u7I3L/9PPx+UeilmjonpJgx94+P307IpA+J+yZKnEpCXMpWHXxDiBL07fo9gOK6Slhy4JVX5/se24TChU2KKV7g2IVD2cuslg5WNP9x0/vlzAOGQAohisZpa4dgu1KXo1cMpQ6Ags0imNL7iT9ihXDch6lVRdSaPRJWxE2aDMo6amgBS2hncpph0C9YrtZgblSpykBCSdvgwJX7DBeyAS9B5bZvXbfui8XFoqBS25NwtrccJnsxl3BnjtlRnIjMHMdY4JHI9rAqMwwcoVg1kwzy+Ga1B1M6WOCriTNwaTpWOcr/Q0zG3PPvUC8XBH9YAbEzWSoqhma5qlRgImHMw81ru1mSEgmo7Dk4XzDyIPeWKHJezURjAJenFpxE1t63Wl7eFwH+znMkkMu89h5R1isXSFOW2NhWOy05RnLUUBUI9E9Clc1CPfNBvTUYW6Vgi4D09QLte+8GDWspk5sURW20gTF6sSS8bK9OUos80xcU+wbvTz7CIOtZK9811C5bznGmn7M3p/Y0RBCg4oaG1ZiTtDsZchd2y808JBdQzNstyqftaNqaWoodes57DFUhsxykBZDRaup1512xDhhZIwUW8kqVPIA3tTq57Oxqqcx1bDWaVgvtM0dAu0KZe3og8daOmpMPRDZWT1nVb3tMXdET+4HRBVbdtqZM4nq1hk1RswdraU6trohDmxriDGDO+DB2/ZWozknlYPDBNMSvKXueSAxXlFtbeZXxxUfItAL7wS3aVnz8tYaiyZ3LPQN++HxYbtu4gK6e3p8OC8g+8XzktGHROdFAvpH9bwn7Jn98lig6sGFEf2+qkvnYLdnOWc3K6Sd4xn0kZYAMEkt9cuUZX3G6yQFJRmXYcnGcu7gCFyHHjjvuu7ANFrkfG0zjFKvU4EJtcg6CJhWZYd1VHRH9LNOh+6nKN9lfrBHlkA0V5Ue1hnQfEXbfel49siZGTEM6u5L97JHlkLtUTAyPBUOTaeS4VLoSbbIUkheARpZCsnLoOvuS5d4hK69EJGlmbwQtHrO8pEZWQqpzchSSKZZt9KpcMzIUmhlfC1aez7+49L1zT9qsNMRBaj21QAAAhN6VFh0U01JTEVTMzQgcmRraXQgMjAyMy4wOS42AAB4nE1Su44bMQz8lZQ2sBbEN5VFgAMcHK5zkdJw5TZ9mvv4G3Id4Ip9iBqNhsO5fzxu9+vb24NO94/H+cnP0/N0e8rzWJ7ez///rn/PTzl+v735z+nX7VzPtQv9ev++uB7MeH58njiHmOjGY0627UI0PHaO4Wyy1UKjq2RUZTbf5tDpL6zuYCBi3y5zsNur7AwSHzRt1QYJPjRHiufOOtYMA82UlY03JtQFt1EUXtioDywn25mHSUoTsXCfCJrQQ0MoszZU0UTrTIGmOSK8hI/gVwPacC4lPNTW6uoKkZ3WMCo4XFD1Q6obNhKAwIagt9fNM6U3clJRYJ3HCWLOnQJNhtSG6MKJBamhdYVwomfuY2usJlF2gsvws4szrcXbUgEWog5q1VXqMSIH2upTZU6hwzaxMiFhe9G4ZpZrYVLAQSpNT5ZU9kNx1yeYtgt6xLfrzmXi0O41UC9+jJELN0dPB15pyisiXV7BVDQ+56q6dBxoJMZcNIopVkwwinZMeErzTLPCLy9jPCpTsC+t0crK5YEA62ORNjckVyzZrBXmlChwMoJWaSgfocQdaIPwrJw5FOBiBveMatRrCMjfWhUzGGircxnBXKFP4gMfGCkMwL6WlrSGT/P2JbHfcaXUg4fdW2VgEPARiTjqlH7e/v3+yYM/vwBLjcyarOusvgAAApZ6VFh0cmRraXRQS0wzNSByZGtpdCAyMDIzLjA5LjYAAHicnU5dSBRhFP3m25nZmbZ13f9tdHVXF9JSKgQpcR2vqEGgpRIYprs9JGtBBEFk9WBFEEZuD5mVZFJshKEJhRXkzt7wLyqU0MyyMH3ox4eewjLLxtUMfAm6cDicc++5934Jt78jahnI33KpSFJRxzAkRWWGEaIe5YlnQbJ/bD53gTXsShaifQ1d6a/MidG1zH+2/6X5qKasdpE1fHTd8tjy+KK9dGyJdIQhDCXUqeZYSlnC2v0sF6Ac7+ckwmtdvDlAtYJLMPoFMUDFVUTU+XWriU4foPoYojf4DbHEYAxQo4mYLcRs9VttxGoPULvD5ViTopHiiBRPJCdxJhBnIrFo1KMcdUocy4s6vcEo8GarneV4ez2jfkMWQVze+kmoniG5tn3ZWEPewmT5qFxbnoGp42PgbR7JiZ/Owu/BCUjdHQzn12Th+dYhKLxwuHv7nXRUYvoh+U2tN29wM5Zv6waLfDNsCm1AruAexLVUhR9x2ZjU0AbuTqr05GXgs/kQZD6fUtydmUjXt0HaXndEjMvFma/N0DTPRuS+dBysboIXpDRyqmQTFjVehFYpqBzf48a7nxsgf7ZdOXNawkJLM0QqXDkPEhJwvK8RQmlnZf6ECXfZQ+BLnc45ZlmLrVduwUHfffn9UQ92HeqGzNvFypYCCXdu7IKOV0GlpcqEE+n98PBctfKyNwbnHP1Qsv+68jT2Z2T84xDsmBOUq3UOzJ99DR1b3cqAVo+P+Sn4VpahVP7SYOmTAfA0JconJ4uxzNYHvkvDcu2nYhzz9YBYf817eV0FFrEj0DgsygdulKAnZQySGnpln7YSj+hGIStZUj78qEDbb8OHz0AobBZyAAADQHpUWHRNT0wzNSByZGtpdCAyMDIzLjA5LjYAAHicfVbLblQxDN33K/IDjeJH4mTBou20BSFmJChsWaJKLPl/Yce5uQkLplPpxjo599jHdvv7/dfPInfBPl8vn9//hPmhy53G03++rbXwg1JKd1+CPYTH59dP1/D09vB4RJ5u369v3wJhINY7KcCOfXi7fTkiED4GrJFAckoBY4IM+nAPEEVy08f5Igy3gBILZtQwxFKRBxRTgxVK4cmgSGisKTIIDui4pSpfXj9MYewykiQyXIpYNcVxI2t4Ic9GXhRb2bGpJGdPseZMK7YYlmOtiF1IKnDQ5qz3FqgYlGIpMCQQsgzaJlJXbLVSYMxEMuSCHLWQDLxim/GCVrgNuVrgPOtGGy8kA6co3FqHqAlNBpjBarKAu3dKIp6T6kGDKFh9TGXLDlCZoUVu7i9a/eCoWkmb00DhJUCNza2+J7XDq6Iy0jBwgtmYa9QSD83gQo051bL5AVk1g+gbuTiYcuvvaOqz7JKLS6bKXV2E3HNSqPqZN6i4YEGE3pupCjlUL+3Q6iUuVNh7Mzcaapn/oW1e4SQ5d1omLAM7GvScjjT6p0J2n2s6NBSGfZK6c6jm0qgCYG8E08t1GyXE0cJNRv8oVb9l/tBWXSTjtXYf4xax1G6K6K26Y9nHCODo4UzeGk2f9hbG7PNM0sfo3qrn46m2A+/YEq59o0gdc6T02bHIbXMY+8zlmJpr091CPBpYTdn1Vs9NvFd1LfiDY3H3ojk2c6k+9jpGHav+NNm8oOR1KH2MgpXB94piIe2tTqBtpnXQlEvXkJkOrNZh06vb98V4a3W3NLmEMMBiHb2An6+XbSv7nn68XS/nnrYfPHexHgKd+xb0lyYf9zP3HTtBuQfzuRpZQ8jn/rNzOVccK0TOLQZ6xHkGkyShLsuI9YzrwgElactOYWM5b7AH1t0AnXf+VQDTaJGZtw46dOqZFZhQi8xEwLQqO8xUsVdEvzM77PUsyrfMGffIFIhWVaWHmQNaXdFuL5PBPXI6UwyDenvpcu6RqVB7GYwMT4VNrVEynAq753oVpx6CEZl6CD1yGk+9Eww7IzwiU6E129padj7+fdDnu784KZnq+HGzewAAAdh6VFh0U01JTEVTMzUgcmRraXQgMjAyMy4wOS42AAB4nE1SOW4jQQz8ygJOJGDU4H3sJAa0MBzZDxAUzSM28eNNchw4maPILlYV+/H+/HzcX1+feHm8P68HHZfj8nnwcf5e3q6/vvj8+vWk+8vH9T7f87hj9b39+bpQLEbXjRag4nZDXO6aO/kyUtpwWZAMTpDYODHpBkvQafBu2IsHHHi7waI4YQXfyQoOaRgMuh9WqPJOsiKItsbPsapgO/Eyw6FhEp/+dI+daCmzDz/6KcgVazCWgZwJiqA/SrlOwHLJLKAcpU9BMPoAeY0sQsKWWtbBbMdckjqFkoynVIPcMVZ2FDcua62tiKA9V6EszAQcpjITxjt6HRRrnDXrYFYYPhM4JMszqlnDFYE2jRPh1qzODVdZW7+xSSetycMuUu2lH1y12oXJBqeY4AK1Ywg4WUwwOzd3Hi1IHMMugZN/+sSWZX+7tUn+2cssdpFFefOqB/ciEc/8lTulrHfH74tLfePGzRIocxvYY9bo0EuJRZK1Xl2QhVczsUz2yTBTvaLu29avE6eGVSz6ktQKCy6T6dlirHfYWvpyFY5AI6amW9Go8ImXnBEf0SZrLhBOoe7Gdfv/7y8t+voGg8ywUzSPaToAAAKoelRYdHJka2l0UEtMMzYgcmRraXQgMjAyMy4wOS42AAB4nIVQbUhTYRh97928293adOo+1e7VpAw0SUUtddcHpD/lB1lY0I+Z0BYVZNgnpIb1IyI/EhXEfohYoRmlZSBu9z44G+xHMUoC8yuS0hxaUUQq0dQ0GkQPHA7n4TznPbwLrp4JEphQ8mdiA9gSQDVFkYQAUxSTu8Iy+TqzhF/Zr8tgm3JVy+jgs2BfsA5bjWXWzzdiVtcb7t+PB3XYYPJ3h3+E/K+Kbi1dTShCcQ6aom20jNByBy0PIXLGxih4JsZBK5S80mBTsg6aVRFWbVNvImqNg9ZoiUZv04YqaW1YADqiCye6CKKLJHoL0RsctMHIG00JtNHMmy3EEkUs0SRmM4nhbBxPImUrf0DRciaGY1i1Rm9QhhgNeovZ2EwFGpE1kNjSoVoYrOgWZ7dG45OmZtjTf0N07o/DuuI22H5EJl1Q78Cw2RaQfyiSRu/vxOmaO5B3fFI8V5iOfl8XPD3KSVmnBTzzowt6by+4Ut0peMj7GLKd4a7x+Cy0zjih9XybS8Ymo/eVEzLtB8T5OTOWnOwH96Na0Z4XjkNnPTA/Vy0+O6XFzkQPRJT2iV8eLksvjvkA76WJHZQJB06MQ1nVRTEkjcUH6e8h1d0u5utNGKd9AyX+7+JU0ieJ+zoJ05FJQs/iopRdMAZVSwNCeZQCC3PHQPF8l5CjeimNOT5ChsUm0INLUrvdBzWSylV0MxG7PnugIr4lJ+N6Bnp7vXB3JlMo8e/Fhko3DP+8JfBlh3G4cgTa7cVCgW8f5jeNAnet2/pWvRtZ1RQwV765LnlycISdhNcd9YI/OQXr+U7oWVy2jkZtw4nye3BZcAr9V+PR+a4VGk151jQdhw11jZAQ2iccRB0afgEc5eFVsIWlzwAAA016VFh0TU9MMzYgcmRraXQgMjAyMy4wOS42AAB4nH1Wy24VMQzd9yvyA0TxI7G9pLe8hGglKGxZokpd8v/CTjKZSRfcttKMdeIcH9vn9vXlz2/luxSf7w9fX/6m9aGHO4+X//yaWfpFpZS7byke0v2HT18e0+35/f0RuT39fHz+kYgSVT9TEuzY989P344IpM8JJCtXLiW9g0xkNZ4sS+1P6yJMtwSaFQkGtBh0KJQMXPGKpcBa9qQaCMyl4oFVEb1iOX2MvKbasZSx8bgBMhSWK7Z6XvQUwJOuHMSdufXgwjYvDT08b8bMVg6sNX+5YCXyOlagcyiZmz9MDoIbVtNTQszVdGKBiSa2Wds0s8hLWUh5YKnUNnUwsq02KBOMagOs2BHei4YFNmz0zUlo6dxcCADWgQWGPW80Dtnvmy3IpUh0652LXmDrBVDk5azWdGC5QKcuEWsbliNvc316752vlDr5+kVbL6CmHwklN5E2sCbcBocq++xAC4E1O1QGB2ykR943WAmsZFKYOhg1G3zrkPrEavCVbMY9h5NpMEtj2uW1kMFTkAbUVWhjkDUz88YAi49vh3adXASsHdpy358rFAJqPgMwCKjUQ9vWtp4hLm2nXkD1WCDxbd3ANBts1O/LRYZePpAssHPoTau+5kKTLo7hxdilvbQa4nKurQ+JzxiPMQbKVd8Q7k1ruWmXP2Z3yAAxpLCpizIaQTgWy8nUY9kayrZsqNEJ9ZHluRQsw6AcrA12wrNtKjYJhyBzi2knTGVYSeMySLBN1ynRY9qwMKyk1N6NUFWPZqDiNumEw/pocsswXdKyvVlMN+jba1gfc4Wel2ysvi9x2c3hw+PD5tvDye+fHh9OJ48fPN2a/Y/WO43303QhQqevsr/W0zrBQ+10R/ZXOQ0QPKSnx7G/0tXHwDF28Sp2EK67AXsArq4D/dj6onJv4R5Z/N1BIE7CmaYFxiOrCncDiKOwCvGd54jgmceZ9GSrOiwzsgrErqVHVo2+jxDJYFWFNCJ4Xa0RWVVgcPajeGYOzhFZVWBw9mS4qvCRx0iGqwqfa+iRxbn325Odmal3X/z0ZRJHZHGm4NyxKxI6d+yKBGc/SothjN510OL9+HfDn+/+ATaoo0gXZ0PfAAAB3XpUWHRTTUlMRVMzNiByZGtpdCAyMDIzLjA5LjYAAHicTVI5jhtBDPyKQwkYNXgfGDgSIGymwOFio0n9hH28SbYNOJiryKkuFuvz4+vC6/b8fb9unx9fdX9f9O9133/dfr7vfT0HuL3ur/vFFz0bez950P9+wNeP7xv6ClE5HriYU49HLtfUE2MFMTYOiYUjLBSlE3OxIR31OXiuFPTuF1E8iiYjG0ZIPwmWCWR1S7UNi4jwSUWratUuHpudgqRxdozjUX1WD8SFTnkSLc0YHIV5CpamJ/FyDukCQxE2U3KfXAVqJVCDpLciI8BmCqDswRAlRmkPQFL/kc7A4HQ8YiVgNB45UpYA1kHe33aSlTKl5nfQ4VeAmsCXuVvj6WLNo9V3UqyCvXnIOHZ/4744cPQkWzZ/4dZ4prTP5oZzrDA2rBzUxhlEs5eftOFSV2JIC7bVS6TaFcyuwnVLN/O/0kcism73vVIwHiRXOzhv88XrSK1oOA83tfW0vJNQ3Wq1qzJSegPIS2PTW1jvPEYLtuM40pmocWbdGyTPNqZ8m0WJ5y5EJaz7w3P498KRbRIVKBNY38HtyMmOjvYCqbIGu5Am2YlVaa+oMkd73HCPzmxlqgpcK5l01hkgfv/+A/s9s89bAyg4AAAAAElFTkSuQmCC", - "text/plain": "" - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "from kartograf import SmallMoleculeComponent\n", "from konnektor.visualization import draw_ligand_network, draw_network_widget\n", @@ -95,11 +70,9 @@ "mapper = KartografAtomMapper()\n", "scorer = MappingRMSDScorer()\n", "\n", - "from konnektor.data import get_hif2a_ligands\n", - "compounds = get_hif2a_ligands()\n", - "#rdmols = list(Chem.SDMolSupplier(benzenes_sdf_path, removeHs=False))\n", - "#compounds = [SmallMoleculeComponent.from_rdkit(m) for m in rdmols]\n", - "#compounds = list(filter(lambda x: not x.name in [\"lig_2\", \"lig_3\", \"lig_4\", \"lig_7\"], compounds))\n", + "from konnektor.data import get_benzene_ligands\n", + "compounds = get_benzene_ligands()\n", + "compounds = list(filter(lambda x: not x.name in [\"lig_2\", \"lig_3\", \"lig_4\", \"lig_7\"], compounds))\n", "Chem.Draw.MolsToGridImage ([c.to_rdkit() for c in compounds], )" ] }, @@ -112,38 +85,20 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": { - "ExecuteTime": { - "end_time": "2024-05-10T18:45:46.567361Z", - "start_time": "2024-05-10T18:45:46.558346Z" - } - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "from konnektor.network_planners import StarNetworkGenerator\n", - "ligand_network_planner = StarNetworkGenerator(mapper=KartografAtomMapper(), scorer=scorer)" + "ligand_network_planner = StarNetworkGenerator(mapper=mapper, scorer=scorer, \n", + " n_processes=1)" ] }, { "cell_type": "code", - "execution_count": 4, - "metadata": { - "ExecuteTime": { - "end_time": "2024-05-10T18:46:09.604364Z", - "start_time": "2024-05-10T18:45:46.572517Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "radial_network = ligand_network_planner(compounds)\n", "radial_network.name=\"Star Network\"\n", @@ -152,33 +107,63 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-05-10T18:46:12.983204Z", - "start_time": "2024-05-10T18:46:09.605853Z" - } + "collapsed": false }, - "outputs": [ - { - "data": { - "text/plain": "interactive(children=(Dropdown(description='layout', index=4, options=('dagre', 'cola', 'breadthfirst', 'conce…", - "application/vnd.jupyter.widget-view+json": { - "version_major": 2, - "version_minor": 0, - "model_id": "ee9366ddc2df464ba9ae9505e33b9cc5" - } - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# NBVAL_SKIP\n", "draw_network_widget(radial_network);" ] }, + { + "cell_type": "markdown", + "source": [ + "## Cyclic Network Layout" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "from konnektor.network_planners import CyclicNetworkGenerator\n", + "\n", + "ligand_network_planner = CyclicNetworkGenerator(mapper=mapper, \n", + " scorer=scorer)" + ], + "metadata": { + "collapsed": false + }, + "execution_count": null + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "cyclic_network = ligand_network_planner(compounds)\n", + "cyclic_network.name=\"Cyclic Network\"\n", + "cyclic_network" + ], + "metadata": { + "collapsed": false + }, + "execution_count": null + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "# NBVAL_SKIP\n", + "draw_network_widget(cyclic_network);" + ], + "metadata": { + "collapsed": false + } + }, { "cell_type": "markdown", "metadata": {}, @@ -188,40 +173,21 @@ }, { "cell_type": "code", - "execution_count": 27, - "metadata": { - "ExecuteTime": { - "end_time": "2024-05-10T18:52:28.431311Z", - "start_time": "2024-05-10T18:52:28.426447Z" - } - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "from konnektor.network_planners import StarrySkyNetworkGenerator\n", "\n", - "ligand_network_planner = StarrySkyNetworkGenerator(mapper=KartografAtomMapper(), \n", + "ligand_network_planner = StarrySkyNetworkGenerator(mapper=mapper, \n", " scorer=scorer)" ] }, { "cell_type": "code", - "execution_count": 28, - "metadata": { - "ExecuteTime": { - "end_time": "2024-05-10T18:53:01.829214Z", - "start_time": "2024-05-10T18:52:28.970915Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "starry_sky_network = ligand_network_planner(compounds)\n", "starry_sky_network.name=\"Starry Sky Network\"\n", @@ -230,27 +196,9 @@ }, { "cell_type": "code", - "execution_count": 29, - "metadata": { - "ExecuteTime": { - "end_time": "2024-05-10T18:53:07.346026Z", - "start_time": "2024-05-10T18:53:01.833501Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "interactive(children=(Dropdown(description='layout', index=4, options=('dagre', 'cola', 'breadthfirst', 'conce…", - "application/vnd.jupyter.widget-view+json": { - "version_major": 2, - "version_minor": 0, - "model_id": "4341988d0b2f4a8c9b91e0a24d1a6661" - } - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# NBVAL_SKIP\n", "draw_network_widget(starry_sky_network);" diff --git a/src/konnektor/__init__.py b/src/konnektor/__init__.py index 4836f0f..6d37f89 100644 --- a/src/konnektor/__init__.py +++ b/src/konnektor/__init__.py @@ -11,8 +11,9 @@ StarrySkyNetworkGenerator, MstConcatenator, ) -from .network_tools import concatenate, merge, append_node, \ - delete_transformation, delete_component + +from .network_tools import merge_networks, concatenate_networks, \ + append_component, delete_component, delete_transformation from . import network_analysis from .visualization import draw_ligand_network diff --git a/src/konnektor/network_planners/generators/clustered_network_generator.py b/src/konnektor/network_planners/generators/clustered_network_generator.py index 0cfb9c0..c232889 100644 --- a/src/konnektor/network_planners/generators/clustered_network_generator.py +++ b/src/konnektor/network_planners/generators/clustered_network_generator.py @@ -19,7 +19,7 @@ from .cyclic_network_generator import CyclicNetworkGenerator from .star_network_generator import StarNetworkGenerator from ..concatenators import MstConcatenator -from ...network_tools import append_node, concatenate_networks +from ...network_tools import append_component, concatenate_networks from ...network_tools.clustering._abstract_clusterer import _AbstractClusterer log = logging.getLogger() @@ -163,9 +163,9 @@ def generate_ligand_network(self, progress = lambda x: x for mol in progress(self.clusters[-1]): - concat_network = append_node(network=concat_network, - component=mol, - concatenator=self.concatenator) + concat_network = append_component(network=concat_network, + component=mol, + concatenator=self.concatenator) return concat_network diff --git a/src/konnektor/network_tools/__init__.py b/src/konnektor/network_tools/__init__.py index 39bd726..7e9baee 100644 --- a/src/konnektor/network_tools/__init__.py +++ b/src/konnektor/network_tools/__init__.py @@ -1,6 +1,6 @@ from .clustering.charge_clustering import ChargeClusterer from .clustering.component_diversity_clustering import \ ComponentsDiversityClusterer -from .concatenate import concatenate_networks, append_node -from .merge import merge_two_networks -from .misc import delete_transformation, delete_component + +from .network_handling import merge_networks, concatenate_networks, \ + append_component, delete_component, delete_transformation diff --git a/src/konnektor/network_tools/network_handling/__init__.py b/src/konnektor/network_tools/network_handling/__init__.py new file mode 100644 index 0000000..b3db561 --- /dev/null +++ b/src/konnektor/network_tools/network_handling/__init__.py @@ -0,0 +1,6 @@ +# This code is part of OpenFE and is licensed under the MIT license. +# For details, see https://github.com/OpenFreeEnergy/konnektor + +from .concatenate import concatenate_networks, append_component +from .delete import delete_transformation, delete_component +from .merge import merge_networks, merge_two_networks \ No newline at end of file diff --git a/src/konnektor/network_tools/concatenate.py b/src/konnektor/network_tools/network_handling/concatenate.py similarity index 87% rename from src/konnektor/network_tools/concatenate.py rename to src/konnektor/network_tools/network_handling/concatenate.py index b91a727..3d6400c 100644 --- a/src/konnektor/network_tools/concatenate.py +++ b/src/konnektor/network_tools/network_handling/concatenate.py @@ -5,7 +5,7 @@ from gufe import LigandNetwork, Component -from ..network_planners.concatenators._abstract_network_concatenator import \ +from konnektor.network_planners.concatenators._abstract_network_concatenator import \ NetworkConcatenator @@ -35,9 +35,9 @@ def concatenate_networks(networks: Iterable[LigandNetwork], return concat_network -def append_node(network: LigandNetwork, - component: Component, - concatenator: NetworkConcatenator) -> LigandNetwork: +def append_component(network: LigandNetwork, + component: Component, + concatenator: NetworkConcatenator) -> LigandNetwork: """ Add one node to the network, based on the provided concatenators algorithm. diff --git a/src/konnektor/network_tools/misc.py b/src/konnektor/network_tools/network_handling/delete.py similarity index 71% rename from src/konnektor/network_tools/misc.py rename to src/konnektor/network_tools/network_handling/delete.py index f254339..ee0e97e 100644 --- a/src/konnektor/network_tools/misc.py +++ b/src/konnektor/network_tools/network_handling/delete.py @@ -1,13 +1,6 @@ -# This code is part of OpenFE and is licensed under the MIT license. -# For details, see https://github.com/OpenFreeEnergy/konnektor +from typing import Union -from typing import Iterable, Union - -from gufe import Component -from gufe import LigandNetwork, LigandAtomMapping - -from konnektor.network_tools.clustering._abstract_clusterer import \ - _AbstractClusterer +from gufe import LigandNetwork, LigandAtomMapping, Component def delete_transformation(network: LigandNetwork, @@ -59,22 +52,3 @@ def delete_component(network: LigandNetwork, filtered_edges = list(filter(f, network.edges)) return LigandNetwork(edges=filtered_edges, nodes=filtered_nodes) - - -def cyclize_around_component(network: LigandNetwork, - node: Component) -> LigandNetwork: - """ - TODO: Implement this - Not Implemented! - - Parameters - ---------- - network - node - - Returns - ------- - - """ - # TODO: Implement this - raise NotImplementedError() diff --git a/src/konnektor/network_tools/merge.py b/src/konnektor/network_tools/network_handling/merge.py similarity index 97% rename from src/konnektor/network_tools/merge.py rename to src/konnektor/network_tools/network_handling/merge.py index c0ef631..8c290f0 100644 --- a/src/konnektor/network_tools/merge.py +++ b/src/konnektor/network_tools/network_handling/merge.py @@ -36,7 +36,7 @@ def merge_two_networks(network1: LigandNetwork, return merged_network -def merge(networks: list[LigandNetwork]) -> LigandNetwork: +def merge_networks(networks: list[LigandNetwork]) -> LigandNetwork: """ Merging networks, is similar to a union of a set of nodes and edgees, if they are all connected via at least one edge. This means, that at diff --git a/src/konnektor/network_tools/network_handling/misc.py b/src/konnektor/network_tools/network_handling/misc.py new file mode 100644 index 0000000..65b8924 --- /dev/null +++ b/src/konnektor/network_tools/network_handling/misc.py @@ -0,0 +1,24 @@ +# This code is part of OpenFE and is licensed under the MIT license. +# For details, see https://github.com/OpenFreeEnergy/konnektor + +from gufe import Component +from gufe import LigandNetwork + + +def cyclize_around_component(network: LigandNetwork, + node: Component) -> LigandNetwork: + """ + TODO: Implement this + Not Implemented! + + Parameters + ---------- + network + node + + Returns + ------- + + """ + # TODO: Implement this + raise NotImplementedError() diff --git a/src/konnektor/tests/network_tools/test_concatenate.py b/src/konnektor/tests/network_tools/test_concatenate.py index e72d405..b147396 100644 --- a/src/konnektor/tests/network_tools/test_concatenate.py +++ b/src/konnektor/tests/network_tools/test_concatenate.py @@ -2,8 +2,8 @@ from konnektor.network_analysis import get_is_connected from konnektor.network_planners import MstConcatenator -from konnektor.network_tools.concatenate import concatenate_networks, \ - append_node +from konnektor.network_tools.network_handling.concatenate import \ + concatenate_networks, append_component from konnektor.utils.toy_data import build_n_random_mst_network, \ build_random_mst_network, build_random_dataset, genScorer, genMapper @@ -43,7 +43,8 @@ def test_append_node(): genScorer(n_scores=n_compounds ** 2), n_connecting_edges=n_connecting_edges) - new_network = append_node(network, compounds[0], concatenator=concatenator) + new_network = append_component(network, compounds[0], + concatenator=concatenator) assert len(new_network.nodes) == n_compounds # network edges + the network connecting edges diff --git a/src/konnektor/tests/network_tools/test_merge.py b/src/konnektor/tests/network_tools/test_merge.py index 9eb0c0c..fc1efea 100644 --- a/src/konnektor/tests/network_tools/test_merge.py +++ b/src/konnektor/tests/network_tools/test_merge.py @@ -1,5 +1,5 @@ from konnektor.network_analysis import get_is_connected -from konnektor.network_tools.merge import merge_two_networks, merge +from konnektor.network_tools.network_handling.merge import merge_two_networks, merge_networks from konnektor.utils.toy_data import build_n_random_mst_network @@ -19,7 +19,7 @@ def test_merge_mst_networks(): networks = build_n_random_mst_network(n_compounds=20, sub_networks=2, rand_seed=42) - new_network = merge(networks) + new_network = merge_networks(networks) assert len(networks) == 2 assert len(new_network.nodes) == 20 @@ -28,7 +28,7 @@ def test_merge_mst_networks(): networks = build_n_random_mst_network(n_compounds=20, sub_networks=4, overlap=1, rand_seed=42) - new_network = merge(networks) + new_network = merge_networks(networks) assert len(networks) == 4 assert len(new_network.nodes) == 20 diff --git a/src/konnektor/tests/network_tools/test_misc.py b/src/konnektor/tests/network_tools/test_misc.py index 2c2e985..96144aa 100644 --- a/src/konnektor/tests/network_tools/test_misc.py +++ b/src/konnektor/tests/network_tools/test_misc.py @@ -1,5 +1,6 @@ from konnektor.network_analysis import get_is_connected -from konnektor.network_tools.misc import delete_component, delete_transformation +from konnektor.network_tools.network_handling.delete import delete_component, \ + delete_transformation from konnektor.utils.toy_data import build_random_mst_network, \ build_random_fully_connected_network