From 0a05159ea993b3c6fb31e97eb79702384a12ddb8 Mon Sep 17 00:00:00 2001 From: pgleeson Date: Wed, 9 Oct 2024 11:40:03 +0100 Subject: [PATCH] Regen retested --- .gitignore | 1 + CellNetworkBuilder.ipynb | 40 ++++--- Replay.ipynb | 228 ++++++++++++++++++++++++++++++++++++++- TestNet.json | 4 +- TestNet.net.nml | 2 +- 5 files changed, 252 insertions(+), 23 deletions(-) diff --git a/.gitignore b/.gitignore index 1b2db18..76791cb 100644 --- a/.gitignore +++ b/.gitignore @@ -12,3 +12,4 @@ TestNet.net.png *_eden.py *.mod /BallAndStick.cell.svg +/TestNet.net.svg diff --git a/CellNetworkBuilder.ipynb b/CellNetworkBuilder.ipynb index 97eb6b6..3bb2bd7 100644 --- a/CellNetworkBuilder.ipynb +++ b/CellNetworkBuilder.ipynb @@ -294,14 +294,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "libNeuroML >>> INFO - Executing: (java -Xmx4G -jar \"/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/pyneuroml/utils/./../lib/jNeuroML-0.13.3-jar-with-dependencies.jar\" BallAndStick.cell.nml -svg) in directory: .\n", + "libNeuroML >>> INFO - Converting NeuroML2 file: BallAndStick.cell.nml to SVG\n", + "libNeuroML >>> INFO - Executing: (java -Xmx400M -jar \"/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/pyneuroml/utils/./../lib/jNeuroML-0.13.3-jar-with-dependencies.jar\" BallAndStick.cell.nml -svg) in directory: .\n", "libNeuroML >>> INFO - Command completed successfully!\n", + "libNeuroML >>> INFO - Output: \n", + " jNeuroML >> jNeuroML v0.13.3\n", + " jNeuroML >> >>> JNML generated file: /Users/padraig/git/NeuroMLSBMLShowcase/BallAndStick.cell.svg\n", + " jNeuroML >> \n", "libNeuroML >>> INFO - Successfully ran the following command using pyNeuroML v1.3.13: \n", - " java -Xmx4G -jar \"/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/pyneuroml/utils/./../lib/jNeuroML-0.13.3-jar-with-dependencies.jar\" BallAndStick.cell.nml -svg\n", + " java -Xmx400M -jar \"/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/pyneuroml/utils/./../lib/jNeuroML-0.13.3-jar-with-dependencies.jar\" BallAndStick.cell.nml -svg\n", "libNeuroML >>> INFO - Output:\n", "\n", " jNeuroML v0.13.3\n", - ">>> JNML generated file: /Users/padraig/git/compbiolibs/ideas/BallAndStick.cell.svg\n", + ">>> JNML generated file: /Users/padraig/git/NeuroMLSBMLShowcase/BallAndStick.cell.svg\n", "\n" ] }, @@ -404,7 +409,7 @@ ], "source": [ "from pyneuroml import pynml\n", - "pynml.run_jneuroml(\"\", nml_cell_file, '-svg', verbose=False)\n", + "pynml.nml2_to_svg(nml_cell_file)\n", "from IPython.display import SVG, display\n", "display(SVG(filename='%s'%nml_cell_file.replace('.nml','.svg')))" ] @@ -427,7 +432,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Network(notes='Current clamp input', id='TestNet', parameters={'input_amp1': '0.05nA', 'input_amp2': '0.05nA'}, cells=[Cell(notes=None, id='BallAndStick', parameters=None, neuroml2_source_file='BallAndStick.cell.nml', lems_source_file=None, neuroml2_cell=None, pynn_cell=None, arbor_cell=None, bindsnet_node=None)], synapses=[], input_sources=[InputSource(notes=None, id='i_clamp_early', parameters={'amplitude': 'input_amp1', 'delay': '100ms', 'duration': '100ms'}, neuroml2_source_file=None, neuroml2_input='PulseGenerator', lems_source_file=None, pynn_input=None), InputSource(notes=None, id='i_clamp_late', parameters={'amplitude': 'input_amp2', 'delay': '500ms', 'duration': '100ms'}, neuroml2_source_file=None, neuroml2_input='PulseGenerator', lems_source_file=None, pynn_input=None)], regions=[RectangularRegion(notes=None, id='region1', x=0.0, y=0.0, z=0.0, width=1000.0, height=100.0, depth=1000.0)], populations=[Population(notes=None, id='pop0', size=1, component='BallAndStick', properties={'color': '1 0 0'}, random_layout=RandomLayout(notes=None, region='region1'), relative_layout=None, single_location=None)], projections=[], inputs=[Input(notes=None, id='stim_soma', input_source='i_clamp_early', population='pop0', cell_ids='', percentage=100, number_per_cell='', segment_ids=[0], weight=None), Input(notes=None, id='stim_dend_tip', input_source='i_clamp_late', population='pop0', cell_ids='', percentage=100, number_per_cell='', segment_ids=[9], weight=None)], version='NeuroMLlite v0.6.0', seed=None, temperature=None, network_reader=None)\n" + "Network(notes='Current clamp input', id='TestNet', parameters={'input_amp1': '0.05nA', 'input_amp2': '0.05nA'}, cells=[Cell(notes=None, id='BallAndStick', parameters=None, neuroml2_source_file='BallAndStick.cell.nml', lems_source_file=None, neuroml2_cell=None, pynn_cell=None, arbor_cell=None, bindsnet_node=None)], synapses=[], input_sources=[InputSource(notes=None, id='i_clamp_early', parameters={'amplitude': 'input_amp1', 'delay': '100ms', 'duration': '100ms'}, neuroml2_source_file=None, neuroml2_input='PulseGenerator', lems_source_file=None, pynn_input=None), InputSource(notes=None, id='i_clamp_late', parameters={'amplitude': 'input_amp2', 'delay': '500ms', 'duration': '100ms'}, neuroml2_source_file=None, neuroml2_input='PulseGenerator', lems_source_file=None, pynn_input=None)], regions=[RectangularRegion(notes=None, id='region1', x=0.0, y=0.0, z=0.0, width=100.0, height=100.0, depth=100.0)], populations=[Population(notes=None, id='pop0', size=1, component='BallAndStick', properties={'color': '1 0 0'}, random_layout=RandomLayout(notes=None, region='region1'), relative_layout=None, single_location=None)], projections=[], inputs=[Input(notes=None, id='stim_soma', input_source='i_clamp_early', population='pop0', cell_ids='', percentage=100, number_per_cell='', segment_ids=[0], weight=None), Input(notes=None, id='stim_dend_tip', input_source='i_clamp_late', population='pop0', cell_ids='', percentage=100, number_per_cell='', segment_ids=[9], weight=None)], version='NeuroMLlite v0.6.0', seed=None, temperature=None, network_reader=None)\n" ] }, { @@ -471,7 +476,7 @@ "\n", "\n", "# Create a region in 3D space (not really necessary for 1 cell, but useful if more added later)\n", - "r1 = nmllite.RectangularRegion(id='region1', x=0,y=0,z=0,width=1000,height=100,depth=1000)\n", + "r1 = nmllite.RectangularRegion(id='region1', x=0,y=0,z=0,width=100,height=100,depth=100)\n", "net.regions.append(r1)\n", "\n", "\n", @@ -534,7 +539,7 @@ "output_type": "stream", "text": [ "libNeuroML >>> INFO - Loading NeuroML2 file: BallAndStick.cell.nml\n", - "libNeuroML >>> INFO - Loading NeuroML2 file: /Users/padraig/git/compbiolibs/ideas/pas.channel.nml\n", + "libNeuroML >>> INFO - Loading NeuroML2 file: /Users/padraig/git/NeuroMLSBMLShowcase/pas.channel.nml\n", "libNeuroML >>> WARNING - Id 'i_clamp_early' not found in TestNet\n", "libNeuroML >>> WARNING - All ids: ['BallAndStick', 'TestNet', 'annotation', 'id', 'metaid', 'notes']\n", "libNeuroML >>> WARNING - Id 'i_clamp_late' not found in TestNet\n", @@ -548,7 +553,7 @@ "libNeuroML >>> INFO - Writing LEMS Simulation SimTestNet to file: ./LEMS_SimTestNet.xml...\n", "libNeuroML >>> INFO - Written LEMS Simulation SimTestNet to file: ./LEMS_SimTestNet.xml\n", "libNeuroML >>> INFO - Loading LEMS file: LEMS_SimTestNet.xml and running with jNeuroML_NEURON\n", - "libNeuroML >>> INFO - Executing: (java -Xmx4G -Djava.awt.headless=true -jar \"/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/pyneuroml/utils/./../lib/jNeuroML-0.13.3-jar-with-dependencies.jar\" LEMS_SimTestNet.xml -neuron -run -compile -nogui -I '') in directory: .\n" + "libNeuroML >>> INFO - Executing: (java -Xmx400M -Djava.awt.headless=true -jar \"/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/pyneuroml/utils/./../lib/jNeuroML-0.13.3-jar-with-dependencies.jar\" LEMS_SimTestNet.xml -neuron -run -compile -nogui -I '') in directory: .\n" ] }, { @@ -569,7 +574,7 @@ "neuromllite >>> *\n", "neuromllite >>> * 1 cells in 1 populations \n", "neuromllite >>> * Population: pop0 with 1 components of type BallAndStick\n", - "neuromllite >>> * Locations: [(966.4535, 44.0733, 7.4915), ...]\n", + "neuromllite >>> * Locations: [(96.6454, 44.0733, 0.7491), ...]\n", "neuromllite >>> * Properties: color=1 0 0; region=region1; \n", "neuromllite >>> *\n", "neuromllite >>> * 0 connections in 0 projections \n", @@ -600,10 +605,10 @@ "text": [ "neuromllite >>> Finished running LEMS file LEMS_SimTestNet.xml in jNeuroML_NEURON (pyNeuroML v1.3.13 containing jNeuroML v0.13.3; returning results: True)\n", "neuromllite >>> Returning 11 traces:\n", - "neuromllite >>> pop0/0/BallAndStick/0/v (): -0.065 -> -0.06999267 (min: -0.06999267, max: -0.03474697, len: 40001)\n", - "neuromllite >>> pop0/0/BallAndStick/1/v (): -0.065 -> -0.06999267 (min: -0.06999267, max: -0.03508661, len: 40001)\n", - "neuromllite >>> pop0/0/BallAndStick/2/v (): -0.065 -> -0.06999267 (min: -0.06999267, max: -0.03586008, len: 40001)\n", - "neuromllite >>> pop0/0/BallAndStick/3/v (): -0.065 -> -0.06999267 (min: -0.06999267, max: -0.03688495, len: 40001)\n", + "neuromllite >>> pop0/0/BallAndStick/0/v (): -0.065 -> -0.06999267 (min: -0.06999267, max: -0.03474698, len: 40001)\n", + "neuromllite >>> pop0/0/BallAndStick/1/v (): -0.065 -> -0.06999267 (min: -0.06999267, max: -0.03508662, len: 40001)\n", + "neuromllite >>> pop0/0/BallAndStick/2/v (): -0.065 -> -0.06999267 (min: -0.06999267, max: -0.03586009, len: 40001)\n", + "neuromllite >>> pop0/0/BallAndStick/3/v (): -0.065 -> -0.06999267 (min: -0.06999267, max: -0.03688496, len: 40001)\n", "neuromllite >>> ...\n", "neuromllite >>> Returning 0 events:\n" ] @@ -611,6 +616,11 @@ ], "source": [ "from neuromllite.NetworkGenerator import generate_and_run\n", + "\n", + "import os \n", + "if os.getenv('NEURON_HOME') == None:\n", + " os.environ['NEURON_HOME'] = os.getenv('CONDA_PREFIX')\n", + "\n", "traces, events = generate_and_run(sim, \n", " simulator='jNeuroML_NEURON', \n", " return_results =True)" @@ -631,7 +641,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -640,7 +650,7 @@ }, { "data": { - "image/png": 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OseVSPm2tLPi53DCF9MG+XnSwtmrm2t0/ysrKOH36NJ06dVLHhPweBAUF4e3tzfLly2/r+LVr1zJz5kwKCgpuuw5jxowhICCgSTPdbdmyhXnz5pGVlXXb1xWN19xt1NDvV1NiAxnzJIQQQtzn4nPy2XIpH3MNrHqoIy3MDa8H9923q+J3KyAgQJ21rrFsbW1544037lKNxM3+KG0kY56EEEKI+9i50nLmnPwJgH92dMPXoQXmN+YKqLr/OqeI36mmZDOMhg4dehdqIurzR2kjCZ6EEEKI+5SiKLx0/DzXq6rp49CC6R0Mi5CaY4ieqiR2Eo2we/fuX3X8lClTmDJlyh2pixB3m3TbE0IIIe5T6y/ksq+gGGszDcu7PYD5jempzTTG4EmiJyGEqEmCJyGEEOI+dK60nEU3piWf07kNnWx+mRjC7Ea3PQmdhBDClARPQgghxH1GURRezv6lu15YO9P1XH7ptifhkxBC1CTBkxBCCHGf+exyAXvzi9GZaVjW7QG1m57RLxNGNEPlhBDiHibBkxBCCHEfKdJX8ep/fwZgZgdXOtvUXsfJGEtVS8c9IYQwIcGTEEIIcR9549RFrlTo6WpjxQsPtK6zjLHbXrXETkIIYUKCJyGEEOI+8cO1Ej74+SoA/+vRDiuzul8DzGW2PSF+tQULFuDt7a1+njJlCo8//nizXPt2rV27FkdHx0aX79ixI8uXL//V172XSfAkhBBC3AeqFYXIEz9RDYxr7Uigk129Zc1kzJO4B+3evZtevXphZWVF165dWbt2bZ3lnnnmGebNmwdAXl4eoaGh2Nvb4+joSFhYGMXFxbWO2bNnD+3btwcMQY5Go1F/nJ2dGTZsGD/88MNdua/U1FTMzc0ZOXLkXTk/QElJCa+88gpdunRBp9PRqlUrBgwYQEJCglqmrsBn4sSJnDhx4o7Xp2YbLVmyBH9/f2xsbBoM1M6ePYu1tXWd7fdbkuBJCCGEuA98frmAQ0UltDA3Y0HXtg2WNTN225MxT+Iecfr0aUaOHMnAgQPJyMhg5syZPPfcc3z55Zcm5aqqqkhKSmLMmDEAhIaGkpmZyc6dO0lKSmLv3r08//zztc6fkJDA6NGj1c/Dhg3j4sWLXLx4kZSUFLRaLaNGjbor9xYbG8v06dPZu3cvFy5cuCvXmDZtGlu2bCE6Oprjx4+zfft2JkyYQG5uboPHWVtb07p13d17b9fNbVRRUcGTTz7JCy+80OBxCQkJDBw4EFtb2ztan6aS4EkIIYT4gyutqmbJjTWdpj/QGlcriwbLG2fbkzFPojGCgoIIDw8nPDwcBwcHXFxcmD9/PsqNbp/5+fk8/fTTtGzZEhsbG4YPH87JkyfV441dwz7//HM8PDzQ6XQEBwdz/vx5tcyqVavo1KkTUVFReHl5ER4ezoQJE1i2bJlJXQ4cOICFhQW+vr4cO3aM7du3ExMTQ58+fQgICCA6Opq4uLhaQUpiYqL6Mg9gZWWFm5sbbm5ueHt7ExkZyfnz57ly5YpaJiIiggcffBAbGxs6d+7M/PnzqaysbNKzKy4uZtOmTbzwwguMHDmyVjZt9+7daDQaUlJS8PHxwcbGBn9/f7Kzs03Kvf7667i6umJnZ0dYWBhlZWW17m/OnDmMGDGCjh070rt3b6ZPn86zzz4LGNrw7NmzzJo1S8241WybmrZu3Yqvry86nQ4XFxfGjRtX7/3FxMTg6OhISkqKuq1mGwEsXLiQWbNm8fDDDzf4rBISEhgzZgw7duxAp9NRUFBgsn/GjBkMGjSowXPcCRI8CSGEEH9wMT9d4efyStpYWfB8+1t/iyxjnu4RigIV15vnp4ltv27dOrRaLWlpaaxYsYK3336bmJgYwNANLj09ncTERFJTU1EUhREjRpgEGiUlJSxZsoT169ezf/9+CgoKCAkJUfenpqYyZMgQk2sGBweTmppqsi0xMZHRo0ej0WhITU3F0dERHx8fdf+QIUMwMzPj4MGD6rbMzEwuX75c74t3cXExH330EV27dsXZ2Vndbmdnx9q1a8nKymLFihWsWbOmVjB3K/Hx8XTr1g1PT08mT57M+++/rwadNc2dO5eoqCjS09PRarVq0GM8x4IFC1i6dCnp6em4u7vz7rvvmhzv5ubGtm3buHbtWp312LJlC+3atWPRokVqxq0uycnJjBs3jhEjRnD48GFSUlLw8/Ors+ybb75JZGQkO3bsYPDgwer2mm3UWAUFBezbt48xY8YwePBgHB0d+fTTT9X9VVVVbNq0idDQ0Eaf83Zp7/oVhBBCCNFsrlRUsuLsJQBe6eyOjfmtvzc1lqi6i/USjVBZAkvbNM+151wAyxaNLt6+fXuWLVuGRqPB09OTo0ePsmzZMoKCgkhMTGT//v34+/sDsGHDBtq3b8/nn3/Ok08+CUBlZSUrV66kT58+gCEY8/LyIi0tDT8/P3JycnB1dTW5pqurK0VFRZSWlmJtbQ0YshPGACYnJ6dWlzOtVouTkxM5OTnqtoSEBIKDg7G0tFS3JSUlqd3Drl+/jru7O0lJSZjVmGTFOGYHDOOFXn75ZeLi4pg9e3ajn1tsbCyTJ08GDF0FCwsL2bNnD0FBQSbllixZwoABAwCIjIxk5MiRlJWVodPpWL58OWFhYYSFhQGwePFivvrqK5Ps0+rVqwkNDcXZ2ZmePXsSEBDAhAkT6N+/PwBOTk6Ym5tjZ2eHm5tbvfVdsmQJISEhLFy4UN3Ws2fPWuUiIiL48MMP2bNnDw899JDJvppt1Fjbtm2jR48etGlj+H0ICQnh448/Vu85JSWFgoICxo8f36Tz3g7JPAkhhBB/YFFnLlFcVU0PW2vGu7Zs1DHGRXOrJfMkGqlv374mmYR+/fpx8uRJsrKy0Gq1alAE4OzsjKenJ8eOHVO3abVatRsXQLdu3XB0dDQpcyvHjh3jwoULJlmOxjB2B6vJOLYqIyODtLQ0goODGT58OGfPnlXLbNq0if79++Pm5oatrS3z5s3j3Llzjb5udnY2aWlpTJo0CTA8g4kTJxIbG1urbI8ePdQ/u7u7A3D58mXAcN81ny8Ynn9Njz76KKdOnSIlJYUJEyaQmZlJYGAgr732WqPrC5CRkXHL5xsVFcWaNWvYt29frcDpTrVRaGgou3fvVrtfbtiwgZEjRzZpZsDbJZknIYQQ4g/qbGk5H10wTE3+/7q2UYOiW5ExT/cICxtDBqi5rn0PcXNz49KlSybbLl26hL29vZp1SkxM5LHHHkOn06nHGAMMI71eT15enppduXjxIocPH641012LFi3o2rWr+jkmJgYHBwfWrFnD4sWLSU1NJTQ0lIULFxIcHIyDgwNxcXFERUU1+p5iY2PR6/VqNgVAURSsrKxYuXIlDg4O6nYLi1/GKRqD1Orq6kZfy3iOwMBAAgMDiYiIYPHixSxatIiIiAiTrFtDjM+6IYGBgSQnJxMfH09kZKTJvpvbqDEqKirYvn07c+bMUbf5+vrSpUsX4uLieOGFF/jss8/qnX3xTpPMkxBCCPEH9faZS+gVCGppR0DL+qcmv5lxtr0qmW2veWk0hq5zzfHThPEogMkYIoBvv/0WDw8Punfvjl6vN9mfm5tLdnY23bt3V7fp9XrS09PVz9nZ2RQUFODl5QUYMik1Jx0A2Llzp0mGJSEhgbFjx6qf+/XrR0FBAd9//726bdeuXVRXV6uZmq1bt+Lv74+Tk1OD96fRaDAzM6O0tBQwTHrQoUMH5s6di4+PDx4eHiZZqVvR6/WsX7+eqKgoNcOVkZHBkSNHaNOmDRs3bmz0uby8vOp8/rdibBtj9z5LS0uqqhrurNujR49a7XAzPz8/vvjiC5YuXcpbb71lsu/mNmqM3bt307Jly1rdA0NDQ9mwYQNbt27FzMzsrk71XpNknoQQQog/oB9LytickwfA7E71j2Goi2SeRFOdO3eOl156ib/+9a8cOnSI6OhooqKi8PDwYOzYsUydOpX33nsPOzs7IiMjadu2rclLtIWFBdOnT+edd95Bq9USHh5O37591ckIpk2bxsqVK5k9ezbPPvssu3btIj4+nuTkZMDQhc04KYWRl5cXw4YNY+rUqaxatYrKykrCw8MJCQlRsz03z7JnVF5ero6Lys/PZ+XKlRQXF6vTmXt4eHDu3Dni4uLw9fUlOTmZzz77rNHPKykpifz8fMLCwkwyTADjx48nNjaWadOmNepcM2bMYMqUKfj4+NC/f382bNhAZmYmnTt3VssEBQUxadIkfHx8cHZ2Jisrizlz5jBw4EDs7e0Bw7itvXv3EhISgpWVFS4uLrWu9eqrrzJ48GC6dOlCSEgIer2ebdu2ERERYVLO39+fbdu2MXz4cLRaLTNnzqyzjcDwdycvL49z585RVVVFRkYGAF27dsXW1rbeNgoNDWXBggUsWbKECRMmYGVl1ajn9asp96HCwkIFUAoLC5u7KkIIIcRd8ULmGcV112El9MiPTT523KGTiuuuw8pnOXl3oWaiPqWlpUpWVpZSWlra3FVpkgEDBih/+9vflGnTpin29vZKy5YtlTlz5ijV1dWKoihKXl6e8uc//1lxcHBQrK2tleDgYOXEiRPq8R988IHi4OCgfPrpp0rnzp0VKysrZciQIcrZs2dNrvP1118r3t7eiqWlpdK5c2flgw8+UPfFxMQo/fv3r1W33NxcZdKkSYqtra1ib2+vPPPMM8q1a9cURVGU4uJiRafTKSdPnjQ55i9/+YsCqD92dnaKr6+v8sknn5iU++c//6k4Ozsrtra2ysSJE5Vly5YpDg4O6v5XX31V6dmzp8l5x44dqyiKoowaNUoZMWJEnc/z4MGDCqAcOXJE+frrrxVAyc/PV/cfPnxYAZTTp0+r25YsWaK4uLgotra2yl/+8hdl9uzZJtdeunSp0q9fP8XJyUnR6XRK586dlb///e/K1atX1TKpqalKjx49FCsrK8UYIhjbpqZPP/1UbQcXFxfliSeeUPd16NBBWbZsmfp5z549SosWLZR33nmn3ja6+Xkbf77++mtFURSlffv2ys6dO+t8Vn5+fgqg7Nq1q879NTX0+9WU2ECjKPffaNCioiIcHBwoLCxUo20hhBDij+L49VIGpmWjADt8HqSHXdPGr0w4/F/2FRTzbvcOPNHISSbEr1dWVsbp06fp1KlTk8aENLegoCC8vb1Zvnz5bR2/du1aZs6cWWvdnqYYM2YMAQEBTZrpbsuWLcybN4+srKzbvq5ovNtpo0OHDjFo0CCuXLliMu7rdjT0+9WU2EDGPAkhhBB/MG+fuYQCjHBxaHLgBLLOk/j9CQgIUGetayxbW1veeOONu1QjcbPbaSO9Xk90dPSvDpzuJBnzJIQQQvyB/FhSxtbLBQC83MSxTkZmMuZJ/M40JZthNHTo0LtQE1Gf22kjPz+/ehfhbS4SPAkhhBB/IO+eu4wCPOZsT3fbW08rXBeZbU80xe7du3/V8VOmTGHKlCl3pC5C3G3SbU8IIYT4g7hYXkF8Tj4A0x9ofdvnkdn2hBCibhI8CSGEEH8Qq89foVJR6OPQAj9H29s+j4x5EkKIuknwJIQQQvwBFFTqWX8hF4DpHVx/1bnUMU+/tlJCCPEHI8GTEEII8Qfwwc9XuV5VjVcLHYOd7H7VudQxT5J5EkIIExI8CSGEEL9zFdXVfPDzVQDCH2iN5ka3u9ulvXG4BE9CCGFKgichhBDidy7pSiGXK/S4WmoZ3drxV52rulrP9aLDAFTKjBFCCGFCgichhBDid27N+SsA/KWtC5Zmv+6/9lOn3qai9EcAyiqLfnXdhLhfLViwAG9vb/XzlClTePzxx5vl2rdr7dq1ODo6Nrp8x44dWb58+a++7r1MgichhBDid+xQ4XUOXyvBUqPhz22cf9W5rl7dxdlz72FOFQDlVeV3oopC3BG7d++mV69eWFlZ0bVrV9auXVtnuWeeeYZ58+YBkJeXR2hoKPb29jg6OhIWFkZxcXGtY/bs2UP79u0BQ5Cj0WjUH2dnZ4YNG8YPP/xwV+4rNTUVc3NzRo4ceVfOD1BSUsIrr7xCly5d0Ol0tGrVigEDBpCQkKCWqSvwmThxIidOnLjj9TG20ZkzZwgLC6NTp05YW1vTpUsXXn31VSoqKmodU7ONmpMET0IIIcTvWMyNsU6PuzrSytLits9TXn6ZrGMRAJijB6CyuurXV1CIO+D06dOMHDmSgQMHkpGRwcyZM3nuuef48ssvTcpVVVWRlJTEmDFjAAgNDSUzM5OdO3eSlJTE3r17ef7552udPyEhgdGjR6ufhw0bxsWLF7l48SIpKSlotVpGjRp1V+4tNjaW6dOns3fvXi5cuHBXrjFt2jS2bNlCdHQ0x48fZ/v27UyYMIHc3NwGj7O2tqZ169tfM64uNdvo+PHjVFdX895775GZmcmyZctYtWoVc+bMqXXczW3UXCR4EkIIIX6ncsorSbxsWBQ3rF2r2z6PolSTlfVPKivzsLXtjpW5FQCV1TJZubi1oKAgwsPDCQ8Px8HBARcXF+bPn49yY8KR/Px8nn76aVq2bImNjQ3Dhw/n5MmT6vHGrmGff/45Hh4e6HQ6goODOX/+vFpm1apVdOrUiaioKLy8vAgPD2fChAksW7bMpC4HDhzAwsICX19fjh07xvbt24mJiaFPnz4EBAQQHR1NXFxcrSAlMTFRDbgArKyscHNzw83NDW9vbyIjIzl//jxXrlxRy0RERPDggw9iY2ND586dmT9/PpWVlU16dsXFxWzatIkXXniBkSNH1sqm7d69G41GQ0pKCj4+PtjY2ODv7092drZJuddffx1XV1fs7OwICwujrKys1v3NmTOHESNG0LFjR3r37s306dN59tlnAUMbnj17llmzZqkZt5ptU9PWrVvx9fVFp9Ph4uLCuHHj6r2/mJgYHB0dSUlJUbfVbKNhw4bxwQcfMHToUDp37syYMWN4+eWX2bJlS61zGdto9erVtGnThuqb/n0aO3asej93kwRPQgghxO/UhxeuolfAz6EFPe1sbvs8586/T17+PszMdPzpoeVob4ybqlQkeGpOiqJQUlnSLD9KE2daXLduHVqtlrS0NFasWMHbb79NTEwMYOgGl56eTmJiIqmpqSiKwogRI0wCjZKSEpYsWcL69evZv38/BQUFhISEqPtTU1MZMmSIyTWDg4NJTU012ZaYmMjo0aPRaDSkpqbi6OiIj4+Pun/IkCGYmZlx8OBBdVtmZiaXL19m0KBBdd5bcXExH330EV27dsXZ+ZeusXZ2dqxdu5asrCxWrFjBmjVragVztxIfH0+3bt3w9PRk8uTJvP/++3U++7lz5xIVFUV6ejpardYkSIiPj2fBggUsXbqU9PR03N3deffdd02Od3NzY9u2bVy7dq3OemzZsoV27dqxaNEiNeNWl+TkZMaNG8eIESM4fPgwKSkp+Pn51Vn2zTffJDIykh07djB48GB1e802qkthYSFOTk4m22q20ZNPPklubi5ff/21uj8vL4/t27cTGhpa5znvJO3dPHleXh7Tp09n69atmJmZMX78eFasWIGtbf2rnpeVlfGPf/yDuLg4ysvLCQ4O5t1338XV1bDgX25uLqGhofzwww/k5ubSunVrxo4dy9KlS7G3t7+btyOEEELcM6oUhY0X8wB4pq3LbZ/n2rVMfvzxLQAe9JhHixZdsLjxUiPd9ppXqb6UPh/3aZZrH3zqIDYWjQ/I27dvz7Jly9BoNHh6enL06FGWLVtGUFAQiYmJ7N+/H39/fwA2bNhA+/bt+fzzz3nyyScBqKysZOXKlfTpY7jfdevW4eXlRVpaGn5+fuTk5Kjvgkaurq4UFRVRWlqKtbU1YOjaZQxgcnJyanU502q1ODk5kZOTo25LSEggODgYS0tLdVtSUpL6vnr9+nXc3d1JSkrCrMaELMZxVWAYL/Tyyy8TFxfH7NmzG/3cYmNjmTx5MmDoKlhYWMiePXsICgoyKbdkyRIGDBgAQGRkJCNHjqSsrAydTsfy5csJCwsjLCwMgMWLF/PVV1+ZZJ9Wr15NaGgozs7O9OzZk4CAACZMmED//v0BcHJywtzcHDs7O9zc3Oqt75IlSwgJCWHhwoXqtp49e9YqFxERwYcffsiePXt46KGHTPbVbKOb/fe//yU6Opq33nqr1jHGNrK0tGT48OF8/PHHalD2ySef4OLiwsCBA+ut+51yVzNPje1nWtOsWbPYunUrmzdvZs+ePVy4cIEnnnjilwqbmTF27FgSExM5ceIEa9eu5auvvmLatGl381aEEEKIe8qu3CIulFfiZGHOcBeH2zpHdXUFWcdmoyiVtGo1lDZtDN/0G9d50ss6T6KR+vbta5JJ6NevHydPniQrKwutVqsGRQDOzs54enpy7NgxdZtWq8XX11f93K1bNxwdHU3K3MqxY8e4cOGCSZajMRISEky67AHq2KqMjAzS0tIIDg5m+PDhnD17Vi2zadMm+vfvj5ubG7a2tsybN49z5841+rrZ2dmkpaUxadIkwPAMJk6cSGxsbK2yPXr0UP/s7u4OwOXLlwHDfdd8vmB4/jU9+uijnDp1ipSUFCZMmEBmZiaBgYG89tprja4vQEZGxi2fb1RUFGvWrGHfvn21AqeG2ujnn39m2LBhPPnkk0ydOtVk381tFBoayqeffkp5uWFSmw0bNhASEmIS3N4tdy3zZOxn+t1336np0ujoaEaMGMFbb71FmzZtah1TWFhIbGwsH3/8sZo6/eCDD/Dy8uLbb7+lb9++tGzZkhdeeEE9pkOHDvztb3/jX//61926FSGEEOKes+GiYaD3k65O6Mxv74Xh7Nn3KC4+joWFE908X1Nffo3Bk4x5al7WWmsOPnXw1gXv0rXvJW5ubly6dMlk26VLl7C3t1ezTomJiTz22GPodDr1GGOAYaTX68nLy1OzKxcvXuTw4cO1Zrpr0aIFXbt2VT/HxMTg4ODAmjVrWLx4MampqYSGhrJw4UKCg4NxcHAgLi6OqKioRt9TbGwser3e5J1YURSsrKxYuXIlDg6/fCliYfHLZDDG39Obx/zcioWFBYGBgQQGBhIREcHixYtZtGgRERERJlm3hhifdUMCAwNJTk4mPj6eyMhIk303t5HRhQsXGDhwIP7+/qxevdpkX11tNHr0aBRFITk5GV9fX7755psmd5m8XXctPGtsP9Oavv/+eyorK036tHbr1o0HHnigVp9WowsXLrBlyxY1lVmX8vJyioqKTH6EEEKI36uc8kp25hr+Lwu9zenJi4uzOX3m3wA8+OD/w9Lyl65/arc9GfPUrDQaDTYWNs3yU994lPrc/G737bff4uHhQffu3dHr9Sb7c3Nzyc7Opnv37uo2vV5Penq6+jk7O5uCggK8vLwAQyal5qQDADt37jTJsCQkJDB27Fj1c79+/SgoKOD7779Xt+3atYvq6mo1U7N161b8/f1rjbG5mUajwczMjNLSUsAw6UGHDh2YO3cuPj4+eHh4mGSlbkWv17N+/XqioqLUDFdGRgZHjhyhTZs2bNy4sdHn8vLyqvP534qxbYzd+ywtLamqarirbo8ePWq1w838/Pz44osvWLp0aZ3d72q2ERgyTkFBQfTu3ZsPPvigVvaorjbS6XQ88cQTbNiwgY0bN+Lp6UmvXr1uec93wl0Lnhrbz/TmYywtLWvN6uHq6lrrmEmTJmFjY0Pbtm2xt7dXByXW5X//939xcHBQf+6FOeKFEEKI2xV3MZeqGxNFPNhCd+sDblJdrSfrWASKUomLyxBcW5tOwWwMnvTV0m1PNM65c+d46aWXyM7OZuPGjURHRzNjxgw8PDwYO3YsU6dOZd++fRw5coTJkyfTtm1bk5doCwsLpk+fzsGDB/n++++ZMmUKffv2VScjmDZtGqdOnWL27NkcP36cd999l/j4eGbNmgUYurClp6ebTCfu5eXFsGHDmDp1Kmlpaezfv5/w8HBCQkLUbM/Ns+wZlZeXk5OTQ05ODseOHWP69OkUFxerU2V7eHhw7tw54uLi+PHHH3nnnXf47LPPGv28kpKSyM/PJywsjD/96U8mP+PHj6+z6159ZsyYwfvvv88HH3zAiRMnePXVV8nMzDQpExQUxHvvvcf333/PmTNn2LZtG3PmzGHgwIHqnAEdO3Zk7969/Pzzz1y9erXOa7366qts3LiRV199lWPHjnH06FHeeOONWuX8/f3Ztm0bCxcuVNeOqquNjIHTAw88wFtvvcWVK1fU525UXxuFhoaSnJzM+++//5tMFGHU5OApMjLSZOGwun6OHz9+N+pqYtmyZRw6dIiEhAR+/PFHXnrppXrLvvLKKxQWFqo/Nae+FEIIIX5PqhWFj29MFBHqfntZp59+Ws+1a0fRau1NuusZac1uBE+SeRKN9PTTT1NaWoqfnx8vvvgiM2bMUMe5f/DBB/Tu3ZtRo0bRr18/FEVh27ZtJl3RbGxsiIiI4KmnnqJ///7Y2tqyadMmdX+nTp1ITk5m586d9OzZk6ioKGJiYggODgYM2Qk/Pz9cXEwnT9mwYQPdunVj8ODBjBgxgoCAALVb2PXr10lJSanzxXz79u24u7vj7u5Onz59+O6779i8ebM6kcOYMWOYNWsW4eHheHt7c+DAAebPn9/o5xUbG8uQIUNMuuYZjR8/nvT09EYvyjtx4kTmz5/P7Nmz6d27N2fPnjUZ4gKGmQnXrVvH0KFD8fLyYvr06QQHBxMfH6+WWbRoEWfOnKFLly60alX30gdBQUFs3ryZxMREvL29GTRoEGlpaXWWDQgIIDk5mXnz5hEdHV1nG+3cuZP//ve/pKSk0K5dO/WZG8d1NdRGgwYNwsnJiezsbJ566qlGPas7QaM0cS7KK1eu3HJBrc6dO/PRRx/xj3/8g/z8fHW7Xq9Hp9OxefPmOueE37VrF4MHDyY/P98k+9ShQwdmzpypfrtws3379hEYGMiFCxfUh92QoqIiHBwcKCwslBn6hBBC/K7szbvG/xz5EXutGRn+f8KmieOdyssvkfrtUKqqiunWbSlt20ysVeaN76JZVhzIoy2KiPd79E5VXdxCWVkZp0+fplOnTrXGhNzLgoKC8Pb2VjMMTbV27VpmzpxJQUHBbddhzJgxBAQENGmmuy1btjBv3jyysrJu+7qi8Zq7jRr6/WpKbNDkCSNatWpVbzRaU81+pr179wZq9zO9We/evbGwsCAlJYXx48cDhj6v586dqzVrSE3GAXPGGTeEEEKIP6pNOYas07jWLZscOAGc/O/rVFUVY2/vTRv3J+sso9UYziuz7Ynfi4CAAHXWusaytbWts8uZuDv+KG1012bbq9nPdNWqVVRWVtbqZ/rzzz8zePBg1q9fj5+fHw4ODoSFhfHSSy/h5OSEvb0906dPp1+/fvTt2xeAbdu2cenSJXx9fbG1tSUzM5N//vOf9O/fn44dO96t2xFCCCGa3XV9FduuFALwP24ND3CvS15+KpcuJQIaPD0XotHUHXxZGBfJlTFP4neiKdkMo6FDh96Fmoj6/FHa6K4ukrthwwbCw8MZPHiwukjuO++8o+6vrKwkOzubkpISdduyZcvUsjUXyTWytrZmzZo1zJo1i/Lyctq3b88TTzxRaypEIYQQ4o8m+WohpdXVdLa2opd94xcwBaiuriQ7ewEAbduGYm/3p3rLWqhjnm67quI+snv37l91/JQpU5gyZcodqYsQd9tdDZ6cnJz4+OOP693fsWNHbh5ypdPp+Pe//82///3vOo8ZOHAgBw4cuKP1FEIIIX4PPrnRZW+8a8smTyX9088fUVLyXywsnOjSuf5JlgAsNOaABE9CCHGzu78MrxBCCCF+tYvlFXyTXwzABLeWTTq2srKI06dXAtCl80tYWNSe4asmCzND8FQpwZMQQpiQ4EkIIYT4HdhyqQAFw9pOHaytmnTs2bP/h15fgI1NV9zrmSSiJq2ZZJ6EEKIuEjwJIYQQvwPGLnsTXJuWdSot/ZnzP60FwKNrBGZmt+6xb8w86Wla10AhhPijk+BJCCGEuMdlFZdy7HoZlhoNY1o7NunYU6feprq6AkfHPjg7D2zUMZaSeRJCiDpJ8CSEEELc4xIuFwAwyNkOR4vGz/V07VomOZc+B8Cj6yuNnmTCQmO4hl6RzJMQQtQkwZMQQghxD1MUha03gqexrZvWZe/UqeUAuLqOxt7+4UYfZ2l+I3iS1wQhbtuCBQvw9vZWP0+ZMoXHH3+8Wa59u9auXYujo2Ojy3fs2JHly5f/6uvey+RfRSGEEOIelnW9jFOl5ViZaXjM2b7RxxUV/cDV3F2AGZ07zWjSNS1ujIuqksyTuIfs3r2bXr16YWVlRdeuXVm7dm2d5Z555hnmzZsHQF5eHqGhodjb2+Po6EhYWBjFxcW1jtmzZw/t27cHDEGORqNRf5ydnRk2bBg//PDDXbmv1NRUzM3NGTly5F05P0BJSQmvvPIKXbp0QafT0apVKwYMGEBCQoJapq7AZ+LEiZw4ceKO16dmG40ZM4YHHngAnU6Hu7s7f/7zn7lw4UKtY2q2UXOS4EkIIYS4hyUau+w52WOrNW/0cadOGxald3Mbi41NpyZdUzJP4l5z+vRpRo4cycCBA8nIyGDmzJk899xzfPnllyblqqqqSEpKYsyYMQCEhoaSmZnJzp07SUpKYu/evTz//PO1zp+QkMDo0aPVz8OGDePixYtcvHiRlJQUtFoto0aNuiv3Fhsby/Tp09m7d2+dQcOdMG3aNLZs2UJ0dDTHjx9n+/btTJgwgdzc3AaPs7a2pnXr1ne0Lje30cCBA4mPjyc7O5tPP/2UH3/8kQkTJtQ67uY2ai7yr6IQQghxj6rZZa8pE0UUFh0hN/drNBpzOnV8scnX1ZlbAFCpND5YE/evoKAgwsPDCQ8Px8HBARcXF+bPn4+iGGYcyc/P5+mnn6Zly5bY2NgwfPhwTp48qR5v7Br2+eef4+HhgU6nIzg4mPPnz6tlVq1aRadOnYiKisLLy4vw8HAmTJjAsmXLTOpy4MABLCws8PX15dixY2zfvp2YmBj69OlDQEAA0dHRxMXF1QpSEhMT1Zd5ACsrK9zc3HBzc8Pb25vIyEjOnz/PlStX1DIRERE8+OCD2NjY0LlzZ+bPn09lZWWTnl1xcTGbNm3ihRdeYOTIkbWyabt370aj0ZCSkoKPjw82Njb4+/uTnZ1tUu7111/H1dUVOzs7wsLCKCsrq3V/c+bMYcSIEXTs2JHevXszffp0nn32WcDQhmfPnmXWrFlqxq1m29S0detWfH190el0uLi4MG7cuHrvLyYmBkdHR1JSUtRtNdsIYNasWfTt25cOHTrg7+9PZGQk3377ba1naWyj1atX06ZNG6qrq032jx07Vr2fu0mCJyGEEOIedbtd9k6fXgGAm2vTs04AVje67VUiwVNzUhSF6pKSZvkxBj6NtW7dOrRaLWlpaaxYsYK3336bmJgYwNANLj09ncTERFJTU1EUhREjRpi8HJeUlLBkyRLWr1/P/v37KSgoICQkRN2fmprKkCFDTK4ZHBxMamqqybbExERGjx6NRqMhNTUVR0dHfHx81P1DhgzBzMyMgwcPqtsyMzO5fPkygwYNqvPeiouL+eijj+jatSvOzs7qdjs7O9auXUtWVhYrVqxgzZo1tYK5W4mPj6dbt254enoyefJk3n///Tqf/dy5c4mKiiI9PR2tVmsSJMTHx7NgwQKWLl1Keno67u7uvPvuuybHu7m5sW3bNq5du1ZnPbZs2UK7du1YtGiRmnGrS3JyMuPGjWPEiBEcPnyYlJQU/Pz86iz75ptvEhkZyY4dOxg8eLC6vWYb3SwvL48NGzbg7++PhYWFur1mGz355JPk5uby9ddfmxy3fft2QkND66zLndT4KXuEEEII8Zsydtkb3IQue4as0x40GnM6dgy/resaM09VmFOlKJg3cpY+cWcppaVk9+rdLNf2PPQ9GhubRpdv3749y5YtQ6PR4OnpydGjR1m2bBlBQUEkJiayf/9+/P39AdiwYQPt27fn888/58knDYs2V1ZWsnLlSvr06QMYgjEvLy/S0tLw8/MjJycHV1dXk2u6urpSVFREaWkp1tbWgKFrlzGAycnJqdXlTKvV4uTkRE5OjrotISGB4OBgLC0t1W1JSUnY2toCcP36ddzd3UlKSsLM7Je8g3HMDhjGC7388svExcUxe/bsRj+32NhYJk+eDBi6ChYWFrJnzx6CgoJMyi1ZsoQBAwYAEBkZyciRIykrK0On07F8+XLCwsIICwsDYPHixXz11Vcm2afVq1cTGhqKs7MzPXv2JCAggAkTJtC/f38AnJycMDc3x87ODjc3t3rru2TJEkJCQli4cKG6rWfPnrXKRURE8OGHH7Jnzx4eeughk30126hm+ZUrV1JSUkLfvn1JSkqqdYyxjSwtLRk+fDgff/yxGpR98sknuLi4MHBg45Zj+DUk8ySEEELcg2p22RvdhC57Z8++BxizTh1u69o6cyv1z+XVstiTuLW+ffuaZBL69evHyZMnycrKQqvVqkERgLOzM56enhw7dkzdptVq1W5cAN26dcPR0dGkzK0cO3aMCxcumGQ5GiMhIcGkyx6gjq3KyMggLS2N4OBghg8fztmzZ9UymzZton///ri5uWFra8u8efM4d+5co6+bnZ1NWloakyZNAgzPYOLEicTGxtYq26NHD/XP7u7uAFy+fBkw3HfN5wuG51/To48+yqlTp0hJSWHChAlkZmYSGBjIa6+91uj6AmRkZNzy+UZFRbFmzRr27dtXK3Cqr43++c9/cvjwYXbs2IG5uTlPP/20SQbu5jYKDQ3l008/pby8HDAE5CEhISbB7d0imSchhBDiHnT8NrrslZSc5sqVHQA80KH2oPjGyjn/E9ARgIrqamzM5bvW5qCxtsbz0PfNdu17iZubG5cuXTLZdunSJezt7dWsU2JiIo899hg6nU49xhhgGOn1evLy8tTsysWLFzl8+HCtme5atGhB165d1c8xMTE4ODiwZs0aFi9eTGpqKqGhoSxcuJDg4GAcHByIi4sjKiqq0fcUGxuLXq+nTZs26jZFUbCysmLlypU4ODio22t2YTMGqTeP+bkVCwsLAgMDCQwMJCIigsWLF7No0SIiIiJMsm4NsW7E34vAwECSk5OJj48nMjLSZN/NbWTk4uKCi4sLDz74IF5eXrRv355vv/2Wfv361dlGo0ePRlEUkpOT8fX15Ztvvmlyl8nbJf8aCiGEEPegL68WAhDY0q7RXfbOnosBFFxcBmPbwuO2rnvixAlSdu5CoxhezCok89RsNBoNZjY2zfLT2AWVjWqOIQL49ttv8fDwoHv37uj1epP9ubm5ZGdn0717d3WbXq8nPT1d/ZydnU1BQQFeXl6AIZNSc9IBgJ07d5pkWBISEhg7dqz6uV+/fhQUFPD9978EoLt27aK6ulrN1GzduhV/f3+cnJwavD+NRoOZmRmlpaWAYdKDDh06MHfuXHx8fPDw8DDJSt2KXq9n/fr1REVFqRmujIwMjhw5Qps2bdi4cWOjz+Xl5VXn878VY9sYu/dZWlpSVVXV4DE9evSo1Q438/Pz44svvmDp0qW89dZbJvtubqO6GINCY1aprjbS6XQ88cQTbNiwgY0bN+Lp6UmvXr0aPO+dIpknIYQQ4h705dUiAIa5ONyipEF5+RVycrYA0OGB28s6FRYW8tlnnwHmWFBJBVaUNfHbbXF/OnfuHC+99BJ//etfOXToENHR0URFReHh4cHYsWOZOnUq7733HnZ2dkRGRtK2bVuTl2gLCwumT5/OO++8g1arJTw8nL59+6qTEUybNo2VK1cye/Zsnn32WXbt2kV8fDzJycmAoQubcVIKIy8vL4YNG8bUqVNZtWoVlZWVhIeHExISomZ7bp5lz6i8vFwdF5Wfn8/KlSspLi5Wp8r28PDg3LlzxMXF4evrS3Jy8o3fncZJSkoiPz+fsLAwkwwTwPjx44mNjWXatGmNOteMGTOYMmUKPj4+9O/fnw0bNpCZmUnnzp3VMkFBQUyaNAkfHx+cnZ3Jyspizpw5DBw4EHt7Q2a7Y8eO7N27l5CQEKysrHBxcal1rVdffZXBgwfTpUsXQkJC0Ov1bNu2jYiICJNy/v7+bNu2jeHDh6PVapk5c2adbXTw4EG+++47AgICaNmyJT/++CPz58+nS5cuamBcXxuFhoYyatQoMjMz1XFjvwXJPAkhhBD3mJzySg5fKwFodJe98z+to7q6Agf7R3BwaPokA1VVVXz66aeUlpZSrZihxTATWkUTZ10T96enn36a0tJS/Pz8ePHFF5kxY4a6ntIHH3xA7969GTVqFP369UNRFLZt22bSFc3GxoaIiAieeuop+vfvj62tLZs2bVL3d+rUieTkZHbu3EnPnj2JiooiJiaG4OBgwJCd8PPzq/XCv2HDBrp168bgwYMZMWIEAQEBrF69GjBMBJGSklLni/n27dtxd3fH3d2dPn368N1337F582Z1IocxY8Ywa9YswsPD8fb25sCBA8yfP7/Rzys2NpYhQ4bUCpzAEDylp6c3elHeiRMnMn/+fGbPnk3v3r05e/YsL7zwgkmZ4OBg1q1bx9ChQ/Hy8mL69OkEBwcTHx+vllm0aBFnzpyhS5cutGrVqs5rBQUFsXnzZhITE/H29mbQoEGkpaXVWTYgIIDk5GTmzZtHdHR0nW1kY2PDli1bGDx4MJ6enoSFhdGjRw/27NmDlZVVg200aNAgnJycyM7O5qmnnmrUs7oTNEpT56L8AygqKsLBwYHCwkI12hZCCCHuFet/vsrsEz/Ry96Gbb0fvGV5vb6Y/QcC0Ouv0ePh/6NVq6FNvuauXbvYu3cvlpaWODmZsezBPhRqWrLL15PutvfW+Jc/qrKyMk6fPk2nTp1qjQm5lwUFBeHt7c3y5ctv6/i1a9cyc+ZMCgoKbrsOY8aMISAgoEkz3W3ZsoV58+aRlZV129cVjdfcbdTQ71dTYgPJPAkhhBD3GGOXvWDnxnXZu5izBb3+GjY2nXBxGXLrA25y+vRp9u7dCxgGYrdu3QYtegDKqvRNPp8Qv7WAgAB11rrGsrW15Y033rhLNRI3+6O0kYx5EkIIIe4h1/VV7CswLGQZ3OrWvSMUpZqffvoQgHbt/oJG07TvRcvKyvj8888BeOSRR3j44Yc5e/YEllQY9ldVNOl8QjSHpmQzjIYObXqGVty+P0obSfAkhBBC3EN251+jvFqho7Ulnja37rqVl3+AkpJTmJvb4u42rsnX27FjB4WFhTg6OjJs2DAArKxaoMUw01VZVWWTzynuL7t37/5Vx0+ZMoUpU6bckboIcbdJtz0hhBDiHrL9xhTlwc4OjZou2ph1cnd/Aq3WtknXOnnyJIcOHQJg7NixWFkZFse1sNCpE0aU6SXzJIQQRhI8CSGEEPeIKkUhJdcw3mmoy6277JWWnufqVcOaK+3a/rlJ1yotLVWnDO7Tpw+dOnVS91lZWWFhDJ5kzJMQQqgkeBJCCCHuEUeulZBXWYWduRl+DrfOIv308wZAwckpkBYtOt+yfE07d+7k2rVrODk5MXjwYJN9lpaWaBVD0FReLd32hBDCSIInIYQQ4h7xda5hoohHneywMGu4y15VVRkXLmwGoF27pmWdzp07Z9Jdz9LS0mS/SfAkmSchhFBJ8CSEEELcI77OM3TZG+h06y57l69sR68vQKdri4tzUKOvUVVVRVJSEmCYXa9Dhw61ylhaWv4yVXm1BE9CCGEkwZMQQghxD8iv1HOoqASAgU52tyx/4UI8AG3cn0SjMW/0db799lsuX76MtbU1Q4bUvSaUZJ6EEKJuEjwJIYQQ94A9edeoBjxb6Girs2ywbEnJGQoKDgIa3N3HN/oaBQUF6rTSQ4cOpUWLFnWWs7S0xFypBiTzJMTtWrBgAd7e3urnKVOm8PjjjzfLtW/X2rVrcXR0bHT5jh07snz58l993XuZBE9CCCHEPeDrPMN4p0ZlnS5+AoCz86PodG0afY0dO3ZQWVlJhw4dGnyxsrS0RFstmSdxb9m9eze9evXCysqKrl27snbt2jrLPfPMM8ybNw+AvLw8QkNDsbe3x9HRkbCwMIqLi2sds2fPHtq3bw8YghyNRqP+ODs7M2zYMH744Ye7cl+pqamYm5szcuTIu3J+gJKSEl555RW6dOmCTqejVatWDBgwgISEBLVMXYHPxIkTOXHixB2vT802MiovL8fb2xuNRkNGRkatY2q2UXOS4EkIIYRoZtWKoo53GnyL8U7V1XouXvwUgDbu/9Poa5w9e5asrCw0Gg3Dhw9vcA0pQ7e9KkCmKhf3htOnTzNy5EgGDhxIRkYGM2fO5LnnnuPLL780KWcc0zdmzBgAQkNDyczMZOfOnSQlJbF3716ef/75WudPSEhg9OjR6udhw4Zx8eJFLl68SEpKClqtllGjRt2Ve4uNjWX69Ons3buXCxcu3JVrTJs2jS1bthAdHc3x48fZvn07EyZMIDc3t8HjrK2tad269R2ty81tZDR79mzatKn/y6Cb26i5SPAkhBBCNLOs4lIuV+ixNjPDz7HurnRGuXl7qKi4jIWFEy4ugxp1/urqavUl85FHHsHNza3B8paWlphV3+i2V1XVqGuI+1dQUBDh4eGEh4fj4OCAi4sL8+fPR1EUAPLz83n66adp2bIlNjY2DB8+nJMnT6rHG7uGff7553h4eKDT6QgODub8+fNqmVWrVtGpUyeioqLw8vIiPDycCRMmsGzZMpO6HDhwAAsLC3x9fTl27Bjbt28nJiaGPn36EBAQQHR0NHFxcbWClMTERJOXeSsrK9zc3HBzc8Pb25vIyEjOnz/PlStX1DIRERE8+OCD2NjY0LlzZ+bPn09lZdOm9i8uLmbTpk288MILjBw5slY2bffu3Wg0GlJSUvDx8cHGxgZ/f3+ys7NNyr3++uu4urpiZ2dHWFgYZWVlte5vzpw5jBgxgo4dO9K7d2+mT5/Os88+Cxja8OzZs8yaNUvNuNVsm5q2bt2Kr68vOp0OFxcXxo0bV+/9xcTE4OjoSEpKirqtZhsZffHFF+zYsYO33nqr3nMZ22j16tW0adOG6hv/RhmNHTtWvZ+7SYInIYQQopkZu+wFtLTFyqzh/5qNE0W4u43DzKzhsVFGR48e5cKFC1haWjJo0K0DLpMxT3rJPDUXRVGoLK9qlh9j4NNY69atQ6vVkpaWxooVK3j77beJiYkBDN3g0tPTSUxMJDU1FUVRGDFihEmgUVJSwpIlS1i/fj379++noKCAkJAQdX9qamqtCU6Cg4NJTU012ZaYmMjo0aPRaDSkpqbi6OiIj4+Pun/IkCGYmZlx8OBBdVtmZiaXL1+u93ejuLiYjz76iK5du+Ls7Kxut7OzY+3atWRlZbFixQrWrFlTK5i7lfj4eLp164anpyeTJ0/m/fffr/PZz507l6ioKNLT09FqtSZBQnx8PAsWLGDp0qWkp6fj7u7Ou+++a3K8m5sb27Zt49q1a3XWY8uWLbRr145FixapGbe6JCcnM27cOEaMGMHhw4dJSUnBz8+vzrJvvvkmkZGR7Nixw2QtuZptBHDp0iWmTp3Khx9+iI2NTZ3nqtlGTz75JLm5uXz99dfq/ry8PLZv305oaGidx99J2rt+BSGEEEI0aHcjxztVVFwlN9fwwuDe5slGnbuiooKvvvoKgMDAQGxtb734rrm5ORbVxqnKq29RWtwt+opqVs/Y0yzXfn7FACysGj+LY/v27Vm2bBkajQZPT0+OHj3KsmXLCAoKIjExkf379+Pv7w/Ahg0baN++PZ9//jlPPmn4e1xZWcnKlSvp06cPYAjGvLy8SEtLw8/Pj5ycHFxdXU2u6erqSlFREaWlpVhbWwOGrl3GACYnJ6dWlzOtVouTkxM5OTnqtoSEBIKDg03WO0tKSlJ/V65fv467uztJSUmY1fhyo+aYnY4dO/Lyyy8TFxfH7NmzG/3cYmNjmTx5MmDoKlhYWMiePXsICgoyKbdkyRIGDBgAQGRkJCNHjqSsrAydTsfy5csJCwsjLCwMgMWLF/PVV1+ZZJ9Wr15NaGgozs7O9OzZk4CAACZMmED//v0BcHJywtzcHDs7uwYz00uWLCEkJISFCxeq23r27FmrXEREBB9++CF79uzhoYceMtlXs40URWHKlClMmzYNHx8fzpw5U+d1a7aRpaUlw4cP5+OPP1aDsk8++QQXFxcGDhxYb93vFMk8CSGEEM2otKqa9KLrgGFx3IZcupSMolRhb9cD2xYejTr/t99+y7Vr13B0dKRv376NrpfljcxTaZUET+LW+vbtazKOrl+/fpw8eZKsrCy0Wq0aFAE4Ozvj6enJsWPH1G1ardakG1e3bt1wdHQ0KXMrx44d48KFCyZZjsZISEioNf7GOLYqIyODtLQ0goODGT58OGfPnlXLbNq0if79++Pm5oatrS3z5s3j3Llzjb5udnY2aWlpTJo0CTA8g4kTJxIbG1urbI8ePdQ/u7u7A3D58mXAcN81ny8Ynn9Njz76KKdOnSIlJYUJEyaQmZlJYGAgr732WqPrC5CRkXHL5xsVFcWaNWvYt29frcDp5jaKjo7m2rVrvPLKKw2e8+Y2Cg0N5dNPP6W8vBwwBOQhISEmwe3dIpknIYQQohmlF16nvFrB3cqCLtZWDZbNuZQIgKvbmAbLGZWWlnLgwAEABg0ahIWFRaPrZYmh61CpxE7NRmtpxvMrBjTbte8lbm5uXLp0yWTbpUuXsLe3V7NOiYmJPPbYY+h0OvUYY4BhpNfrycvLU7MrFy9e5PDhw7VmumvRogVdu3ZVP8fExODg4MCaNWtYvHgxqamphIaGsnDhQoKDg3FwcCAuLo6oqKhG31NsbCx6vd5kkgRFUbCysmLlypU4ODio22v+7hqD1JvH/NyKhYUFgYGBBAYGEhERweLFi1m0aBEREREmWbeGGJ91QwIDA0lOTiY+Pp7IyEiTfTe30a5du0hNTcXKyvTfPh8fH0JDQ1m3bl2dbTR69GgURSE5ORlfX1+++eabJneZvF331m+GEEIIcZ/ZV2CYNrm/o22DM+CVlJyhqCgDMMO1deNm/Tpw4ABlZWW0atWKP/3pT02ql/FVqqy6/jqJu0uj0WBhZd4sPw39XaxLzTFEYMh4enh40L17d/R6vcn+3NxcsrOz6d69u7pNr9eTnp6ufs7OzqagoAAvLy/AkEmpOekAwM6dO00yLAkJCYwdO1b93K9fPwoKCvj+++/Vbbt27aK6ulrN1GzduhV/f3+cnJwavD+NRoOZmRmlpaWA4XerQ4cOzJ07Fx8fHzw8PEyyUrei1+tZv349UVFRaoYrIyODI0eO0KZNGzZu3Njoc3l5edX5/G/F2DbG7n2WlpZU3WKCmB49etRqh5v5+fnxxRdfsHTp0loTQNzcRu+88w5HjhxR73/btm2AIau3ZMkSoO420ul0PPHEE2zYsIGNGzfi6elJr169bnnPd4JknoQQQohm9E3+L5NFNCTn0lYAnJz6Y2XV6pbnLS4uVl+gBg0a1OTuLMbvgcsUCZ7ErZ07d46XXnqJv/71rxw6dIjo6GiioqLw8PBg7NixTJ06lffeew87OzsiIyNp27atyUu0hYUF06dP55133kGr1RIeHk7fvn3VyQimTZvGypUrmT17Ns8++yy7du0iPj6e5ORkwNCFzTgphZGXlxfDhg1j6tSprFq1isrKSsLDwwkJCVGzPTfPsmdUXl6ujovKz89n5cqVFBcXq1Nle3h4cO7cOeLi4vD19SU5OZnPPvus0c8rKSmJ/Px8wsLCTDJMAOPHjyc2NpZp06Y16lwzZsxgypQp+Pj40L9/fzZs2EBmZiadO3dWywQFBTFp0iR8fHxwdnYmKyuLOXPmMHDgQOztDcsjdOzYkb179xISEoKVlRUuLi61rvXqq68yePBgunTpQkhICHq9nm3bthEREWFSzt/fn23btjF8+HC0Wi0zZ86ss40eeOABk+OM48y6dOlCu3btgPrbKDQ0lFGjRpGZmamOG/stSOZJiN+Zc7klbDt6sckzIQkh7j1F+ioyikoACGhZ/3gnRVHIyfkcADfXsfWWq2nfvn1UVlbSpk0bunXr1uS66W68IpQp8qogbu3pp5+mtLQUPz8/XnzxRWbMmKGup/TBBx/Qu3dvRo0aRb9+/VAUhW3btpl0RbOxsSEiIoKnnnqK/v37Y2try6ZNm9T9nTp1Ijk5mZ07d9KzZ0+ioqKIiYkhODgYMGQn/Pz8ar3wb9iwgW7dujF48GBGjBhBQEAAq1evBgwTQaSkpNT5Yr59+3bc3d1xd3enT58+fPfdd2zevFmdyGHMmDHMmjWL8PBwvL29OXDgAPPnz2/084qNjWXIkCG1AicwBE/p6emNXpR34sSJzJ8/n9mzZ9O7d2/Onj3LCy+8YFImODiYdevWMXToULy8vJg+fTrBwcHEx8erZRYtWsSZM2fo0qULrVrV/QVNUFAQmzdvJjExEW9vbwYNGkRaWlqdZQMCAkhOTmbevHlER0fX20YNaaiNBg0ahJOTE9nZ2Tz11FONPuevpVHuwzewoqIiHBwcKCwsVKNtIX4PLhSU4v/6LgASXuxPz/aOzVshIcSvsuNqIU8fPU0na0tS+3avt1xR0Q98lz4OMzMdgQEH0WobzlIVFRWxYsUKqqqqmDx5ssnYjcYoOXyZ6OxVLHMdgzu5HB7YtAH44vaUlZVx+vRpOnXqpI4J+T0ICgrC29ub5cuX39bxa9euZebMmRQUFNx2HcaMGUNAQECTZrrbsmUL8+bNIysr67avKxqvuduood+vpsQG8nWSEL8TFfpq/rbhkPo5p6isgdJCiN+DffmG8U6BDWSdAHJyEgBo5TLkloETGNbEqaqqon379nTp0qVJdSo9nkfepmwsiw2D0culh7/4HQgICFBnrWssW1tb3njjjbtUI3GzP0obyb+IQvxOvP7FcTLOF2BFBa00BZTrZQosIX7v9t0Y79S/gfFOilLFpcuGcR1ubrfusldSUqIOvH/00UebNPC/8koJeRuPA2ClNxxXoTR+hj4hmktTshlGQ4cOvQs1EfX5o7SRBE9C/A58ffwy7+8/jTVlJFvOoaPmEl/mJwJtbnmsEOLedKWikqzrhgxyf8f6M08FhYeoqLiCVmuHk1PALc/77bffUllZibu7e5O66yn6avI2HkcpN8y2pdMbFkiVzJO4ld27d/+q46dMmcKUKVPuSF2EuNuk254Q97jLRWW8vPkIoLDJPY7OZjmYaRSs8080d9WEEL/CgRtTlHdvocPFsv4A5fLlLwBwcRmCmVnDa7GUlZWpg7cDAwOblHUq/PIMlReuY9ZCi+2AdljrDa8IlRpLqu+/4dFCCFEnCZ6EuIdVVyv8Y/MRcq9X8A+n/fTI3/HLzvKi5quYEOJX239jvFPDXfaquXLlSwBatx5+y3Omp6dTVlaGi4tLk2bYKzuRT/E3PwPQcvyDWLq1wLryl+56pU1cjFMIIf6oJHgS4h72/v7TfHPyKg9b/MyL5bEm+zQVxc1UKyHEnXCw8DoA/RzrD56Kio5QXp6DubktTi0b7rJXWVlJamoqYBiY3dh1naqKK8jbnA1Ai37uWHd3xqyFBdaVv2TDSqsk8ySEECDBkxD3rNNXr/OvL7OxooL1Du9hVlUOXYdwyMWw1oFZxbVmrqEQ4nblVerJvjHeyc+h/uDply57gzA3t6q3HMDRo0e5fv069vb2PPzww42uS0HCj1Rfq0TraoPjiE4AmNlosaiywkIpByTzJIQQRhI8CXEPqq5WmP3JEcr11UQ7b6Fl8X+hRWt4/P/QWxgGlptJ5kmI363vbmSdPGys6h3vpCgKl69sB6B1q2ENnk9RFL799lsA+vTpg7m5eaPqUXL0KqVHr4KZBqf/8URjYTjOzFqLRZU1VlQYyumrGnU+IYT4o5PgSYh70LrUM3x3Jp+RlhkMvZ5o2Dju/8C2NVgZFm8zq5TMkxC/V9/emCyiTwNZp2vXjlJW9jNmZtY4Oz/a4PlOnz7N5cuXsbCwoFevXo2qQ9X1SgoS/guAXVA7LNv+UheNTotFtQ5LbmSeqioadU4hhPijk+BJiHvM2dzrvLk9GweKeUt3Y5xTv3DoOgRFUYjX/pcxbd0prCpo1noKIW6fcbxTH8cW9Za5fNmQdXJxGYi5uXWD5zNmnby9vbG2brisUWHSKaqLK9G2tsF+0AMm+8x05ljobbC6ETwVV5Y26pxCiF8sWLAAb29v9fOUKVN4/PHHm+Xat2vt2rU4Ojo2unzHjh1Zvnz5r77uvUyCJyHuIYqiMD8hk9LKKqJbbsK6IhdcPGHQfAA+OfkJX1Zlc9rSgmzz/GaurRDidlyvquKHayUA9HGoP3i6ctUwu2brVsENni83N5cTJwxLF/Tp06dRdSjNzqPk8GXQQMsJHmi0pq8DGnMzLLU6LG9027uul+BJNL/du3fTq1cvrKys6Nq1K2vXrq2z3DPPPMO8efMAyMvLIzQ0FHt7exwdHQkLC6O4uHa39z179tC+fXvAEORoNBr1x9nZmWHDhvHDDz/clftKTU3F3NyckSNH3pXzg2Hx7FdeeYUuXbqg0+lo1aoVAwYMICEhQS1TV+AzceJE9d+XO6lmG3Xs2NHkeWs0Gl5//fVax9Rso+YkwZMQ95Dt/8lh74krDNVm8GhpCmjMYOy/wULHf67+h6UHl6plSyhrxpoKIW7X4aIS9Aq0sbKgva7udZtKSk5TUnIajcYCZ+cBDZ7v4MGDAHh4eODi4nLL6yuV1RQk/AiAbf+2WD1gX2c5KytLLJQbwZNknkQzO336NCNHjmTgwIFkZGQwc+ZMnnvuOb788kuTclVVVSQlJTFmjGFypdDQUDIzM9m5cydJSUns3buX559/vtb5ExISGD16tPp52LBhXLx4kYsXL5KSkoJWq2XUqFF35d5iY2OZPn06e/fu5cKFC3flGtOmTWPLli1ER0dz/Phxtm/fzoQJE8jNzW3wOGtra1q3bn1H63JzGwEsWrRIfd4XL15k+vTptY67uY2aiwRPQtwjrpfrWZSUhR0lRNmsNWzs+zdo70txRTGz985GX61Xy5doZAyCEL9H3xbc6LLn0KLeRWyvXE0BoKWjH1qtXb3nKisrIyMjA4C+ffs26vrX9pynKq8MM3tL7B97oN5yFjorLJVKAIor5csaUb+goCDCw8MJDw/HwcEBFxcX5s+fj3JjceX8/HyefvppWrZsiY2NDcOHD+fkyZPq8cauYZ9//jkeHh7odDqCg4M5f/68WmbVqlV06tSJqKgovLy8CA8PZ8KECSxbtsykLgcOHMDCwgJfX1+OHTvG9u3biYmJoU+fPgQEBBAdHU1cXFytICUxMdHkZd7Kygo3Nzfc3Nzw9vYmMjKS8+fPc+XKFbVMREQEDz74IDY2NnTu3Jn58+dTWVnZpGdXXFzMpk2beOGFFxg5cmStbNru3bvRaDSkpKTg4+ODjY0N/v7+ZGdnm5R7/fXXcXV1xc7OjrCwMMrKTH9nExMTmTNnDiNGjKBjx4707t2b6dOn8+yzzwKGNjx79iyzZs1Ssz8126amrVu34uvri06nw8XFhXHjxtV7fzExMTg6OpKSkqJuq9lGRnZ2durzdnNzo0WL2ll5YxutXr2aNm3aUH3TLKBjx45V7+dukuBJiHvEO7tOcrGwjMUt4rGruAxOnWHgXACWHFzC+WvncW/hzrhWQwAoMdM3dDohxD1KnSyigfWdrl7dBRimKG/I0aNHqaiowMXFhc6dO9/y2vrcUop2/wSA48jOmFnVPdMfgM5ah8WN4OlauQRPzUFRFCrLyprlxxj4NNa6devQarWkpaWxYsUK3n77bWJiYgBDN7j09HQSExNJTU1FURRGjBhhEmiUlJSwZMkS1q9fz/79+ykoKCAkJETdn5qaypAhQ0yuGRwcrK5tZpSYmMjo0aPRaDSkpqbi6OiIj4+Pun/IkCGYmZmpGVuAzMxMLl++zKBBdf++FRcX89FHH9G1a1ecnZ3V7XZ2dqxdu5asrCxWrFjBmjVragVztxIfH0+3bt3w9PRk8uTJvP/++3U++7lz5xIVFUV6ejpardYkSIiPj2fBggUsXbqU9PR03N3deffdd02Od3NzY9u2bVy7VvdkU1u2bKFdu3YmGaC6JCcnM27cOEaMGMHhw4dJSUnBz8+vzrJvvvkmkZGR7Nixg8GDB6vba7aR0euvv46zszOPPPII//rXv9DrTd9xarbRk08+SW5uLl9//bW6Py8vj+3btxMaGlpnXe6k+v/VFEL8Zv57+Rqx35zGW/NfxlTtNGwcsxIsbdj641aSTiVhpjHjjUff4PsTX8MVKDGTdVeE+L2prFb4vqjh8U6VlYUUFqYD4OIyuM4yYHix/v777wHo3bt3vVmsmgqSToG+GqsuDlj3aLiLn9baEovqG8FThQRPzUFfXs47f5nQLNf++7pPsNDpGl2+ffv2LFu2DI1Gg6enJ0ePHmXZsmUEBQWRmJjI/v378ff3B2DDhg20b9+ezz//nCeffBIwLPK8cuVKddzeunXr8PLyIi0tDT8/P3JycnB1dTW5pqurK0VFRZSWlqoTpSQkJKgBTE5OTq0uZ1qtFicnJ3JyctRtCQkJBAcHY2n5SzfapKQkbG0NX3Bcv34dd3d3kpKSTBafNo7ZAcO4nZdffpm4uDhmz57d6OcWGxvL5MmTAUNXwcLCQvbs2UNQUJBJuSVLljBggKELb2RkJCNHjqSsrAydTsfy5csJCwsjLCwMgMWLF/PVV1+ZZJ9Wr15NaGgozs7O9OzZk4CAACZMmED//v0BcHJywtzcXM0A1WfJkiWEhISwcOFCdVvPnj1rlYuIiODDDz9kz549PPTQQyb7arYRwN///nd69eqFk5MTBw4c4JVXXuHixYu8/fbbJscY28jS0pLhw4fz8ccfq0HZJ598gouLCwMHDqz/Yd8hknkS4h6wOPkY1dVVLLf7CA0K9HwKOvbnXNE5Fn+7GIAXer7AI60foZWdOwDF5gqVsvaKEL8rR6+VUFpdjaPWHM8Wdb+Y5ubuQVGqaNHCA2vr+gdH//zzz+Tk5GBubl7ny8vNSo/nUXYsD8w0OI7testgy9xai67a0D24SN+0rkji/tO3b1+Tv1P9+vXj5MmTZGVlodVqTSYzcXZ2xtPTk2PHjqnbtFqtSTeubt264ejoaFLmVo4dO8aFCxdMshyNkZCQYNJlD1DHVmVkZJCWlkZwcDDDhw/n7NmzaplNmzbRv39/3NzcsLW1Zd68eZw7d67R183OziYtLY1JkyYBhmcwceJEYmNja5Xt0aOH+md3d8N7wOXLlwHDfd88WUy/fv1MPj/66KOcOnWKlJQUJkyYQGZmJoGBgbz22muNri9ARkbGLZ9vVFQUa9asYd++fbUCp7ra6KWXXiIoKIgePXowbdo0oqKiiI6Opry8XC1zcxuFhoby6aefqmU2bNhASEiISXB7t0jmSYhm9s3JK+zOvsKftbvoWHECrBzgsYVUK9XM3z+fEn0JvV17M/XhqQC4Ohi+ESo0M6O4uJiWjg7NWX0hRBN8V2QY7+Tn0AKzeoKXqzfGOzWUdQLUrNNDDz2EjY1Ng2WVKoXCbacAsO3fBovWDZcH0FhrsbwxzrJYL92Em4PWyoq/r/uk2a59L3Fzc+PSpUsm2y5duoS9vb2adUpMTOSxxx5DdyNj5ubmpgYYRnq9nry8PDW7cvHiRQ4fPlxrprsWLVrQtWtX9XNMTAwODg6sWbOGxYsXk5qaSmhoKAsXLiQ4OBgHBwfi4uKIiopq9D3Fxsai1+tp06aNuk1RFKysrFi5ciUODr/8/25hYaH+2Rik3jzm51YsLCwIDAwkMDCQiIgIFi9ezKJFi4iIiDDJujWkMUshBAYGkpycTHx8PJGRkSb7bm6juvTp0we9Xs+ZM2fw9PSss41Gjx6NoigkJyfj6+vLN9980+Quk7dLMk9CNKOqaoUlycdwoog5VpsNGwfNA9vWbDy+kUOXD2GjtWFJwBLMzcwBcLIz/CNbaG7G9SKZrlyI3xNjlz2ferrsVVdXkpu3BwAX5/q7n5SVlfGf//wHMHTZu5Xr3+egv1yKmY221ppO9THTabGqMgZP0k24OWg0Gix0umb5aUw30JpqjiECw9pjHh4edO/eHb1eb7I/NzeX7Oxsunfvrm7T6/Wkp6ern7OzsykoKMDLywswZFJqTjoAsHPnTpMMS0JCAmPHjlU/9+vXj4KCAvWLBoBdu3ZRXV2tZmq2bt2Kv78/Tk5ODd6fRqPBzMyM0lLDzJMHDhygQ4cOzJ07Fx8fHzw8PEyyUrei1+tZv349UVFRaoYrIyODI0eO0KZNGzZu3Njoc3l5edX5/G/F2DbG7n2WlpZUVTXco6VHjx612uFmfn5+fPHFFyxdupS33nrLZN/NbVSXjIwMzMzM1C6XdbWRTqfjiSeeYMOGDWzcuBFPT89GLxD+a0nmSYhmtOXQTxzPucZbus1YV10Dt4fB51nOFZ1j+ffLAfiHzz9oa9tWPcZBa4dbnsKVlmaUXMsFOjZL3YUQTff9jcVxe9nXnfkpKExHr7+GhYUTDg6P1HueH374gcrKSlxcXHjggYaDoeryKop2Gl7q7AY9gJl14/7rN7PWoisxBE/Xq5s2eYC4/5w7d46XXnqJv/71rxw6dIjo6GiioqLw8PBg7NixTJ06lffeew87OzsiIyNp27atyUu0hYUF06dP55133kGr1RIeHk7fvn3VyQimTZvGypUrmT17Ns8++yy7du0iPj6e5ORkwNCFzTgphZGXlxfDhg1j6tSprFq1isrKSsLDwwkJCVGzPTfPsmdUXl6ujovKz89n5cqVFBcXq1Nle3h4cO7cOeLi4vD19SU5OZnPPvus0c8rKSmJ/Px8wsLCTDJMAOPHjyc2NpZp06Y16lwzZsxgypQp+Pj40L9/fzZs2EBmZqbJJDJBQUFMmjQJHx8fnJ2dycrKYs6cOQwcOBB7e8NyBR07dmTv3r2EhIRgZWVV59IHr776KoMHD6ZLly6EhISg1+vZtm0bERERJuX8/f3Ztm0bw4cPR6vVMnPmzDrbKDU1lYMHDzJw4EDs7OxITU1l1qxZTJ48mZYtWwL1t1FoaCijRo0iMzNTHTf2W5DMkxDNpLSiiqgdJ3hQc54nuDFjzIi3qDYz4/8d+H+UVZXRx60PEx78ZbBwdVkZ16fO5J33qvD+r0Jewc/NVHshRFPllFfyc3klZsAjdnUHT7lXDf8WODsPQKMxr/dcxm/SfXx8bpkhKP7mJ6qvVWLupMO2r3uj6qooCpVUoLsxrrKkumlZCHH/efrppyktLcXPz48XX3yRGTNmqOspffDBB/Tu3ZtRo0bRr18/FEVh27ZtJl3RbGxsiIiI4KmnnqJ///7Y2tqyadMmdX+nTp1ITk5m586d9OzZk6ioKGJiYggONiwivXXrVvz8/Gq98G/YsIFu3boxePBgRowYQUBAAKtXrwYME0GkpKTU+WK+fft23N3dcXd3p0+fPnz33Xds3rxZnchhzJgxzJo1i/DwcLy9vTlw4ADz589v9POKjY1lyJAhtQInMARP6enpjV6Ud+LEicyfP5/Zs2fTu3dvzp49ywsvvGBSJjg4mHXr1jF06FC8vLyYPn06wcHBxMfHq2UWLVrEmTNn6NKlC61atarzWkFBQWzevJnExES8vb0ZNGgQaWlpdZYNCAggOTmZefPmER0dXWcbWVlZERcXx4ABA3jooYdYsmQJs2bNalQbDRo0CCcnJ7Kzs3nqqaca9azuBI3S1Lko/wCKiopwcHCgsLBQjbaF+K29u/u/vLk9m49tovCv/h68xsDED4nPjue1b1/DWmvNljFbaGfXTj3mwpy5FG7ZAsA2Hw1eT/2NESPCm+sWhBBNkHylgLD/nOEhWx0pvt3qLPPtweFcv36CPz20AlfXuhfkzMnJYdWqVZibm/OPf/yjwfFOVdcqyPnXdygV1Tg91Q2bHnW/ENWkr6jg83+9RvWpMg495sBa11E8pPmZlKCRtzxW/DplZWWcPn2aTp06NTgm5F4TFBSEt7c3y5cvv63j165dy8yZMykoKLjtOowZM4aAgIAmzXS3ZcsW5s2bR1ZW1m1fVzRec7dRQ79fTYkNJPMkRDO4VlbJ6r2n6GeWaQiczLQwZAG5pbksP7QcgBm9ZpgEToUJCWrgBOBcBAXXL918aiHEPer7QsN4p972dY93KivP4fr1E4AGJ6f+9Z7HuCiup6fnLSeKuPb1eZSKaiza22H9cMNTkxvt+mAVZ384TIW+BGu94fvVUqX+LJgQ94KAgAB11rrGsrW15Y033rhLNRI3+6O0kYx5EqIZrN1/hsKSchbZbIRqwCcMnLuwbN88rlVcw8vJi4meE9Xy5adOcXHhIgB0PXpQ9sMPtCpSOF96tZnuQAjRVIeKGh7vlJe7DwB7+x5YWLSss0xVVRVHjx4F6l5bxaRsYTnFaYaFLh2GdmjUBADH9+/h6K4dAFRUl2NdaTimVF4XxD2uKdkMo6FDh96Fmoj6/FHaSDJPQvzGCksrWfPNKcaaHcCj+hRY2cOA2Ry6dIiEHxMAmNt3Llozw8tKdVkZP8+chVJSgk3fvrjNNyzK51gM1yvymu0+hBCNV1mtcORaw5mn3Ly9ADg5BdR7nh9//JHr169jY2NjMo1yXYp2nwe9gmVHe6y6Ot6yjvk5F9i5ZiUAHn38qawuw/rG8k4lSuOmMRb3p927d992lz2AKVOm/Koue0L8liR4EuI39v6+05SUlRFh9alhQ8BMKq0deO1bw0J14z3G07PVL98oX37zX5SfOIG5szNt//Um2taGFdYdrsP1ysLfvP5CiKY7dr2U0moFB605XWxqr5+jKFXk5e0HwNnp0XrPc+TIEQAefvhhzM3r70qnLyznepphpjD7IbfOOukrK0le8SYVpaW07fYQw16YSUV1OTYVhmuUcW+t+SOEEM1F8vBC/IYKSip4f99pnjD/BnflErRoBX2mEZ8dz38L/oujlSMze81Uy18/cID8jz8GoM0bb6Bt1QqlshIFMFeg6vq15rkRIUSTGNd36mVvU+fiuEXX/oNeX4C5uS329nV3xystLeX48ePArbvsXfv6PFQpWHayx6rLrRfS3r/pQy6d+i86O3tG/v2fWFrbYG5tgU2lIXgq11hRrSj1LuwrhBD3C8k8CfEbWnvgDGXlZbxkZeieR/+ZFFHFqiOrAAj3DsdR5whA1bVrXJhr6KLX8qlJ2AYYBpBrLCwob2H43sP8eulvewNCiNtyq/Wd8nK/AcDJyR8zM4s6y2RmZlJVVUXr1q1xd69/ynF9QTnXv2t81unn7GOkJxnWpwn+69+xczZMLGHT0hGb8l9eE65XyUK5QgghwZMQv5GSCj3rDpxhvPle3KovQ4vW4PMsMT/EUFBeQGeHzox/cLxa/tL/vo7+4kUsHniA1i+/bHKuCjtrAMxKK3/TexBC3J7vb0wW4VPveCdj8BRY7zmMa7707NmzwYCoeN/PN7JODui6ODZYr8ryMr78v2WgKDw0YDBdffuq+1o4OmJRboZGMaz1VFxV1eC5hBDifiDBkxC/kfjvzlNcUspMyxtZp4CZ/FyRz0fHPgLgHz7/UCeJuPb114ZpyTUa2rz+v5jVmI5YURQqWrYGwKJU/9vehBCiyXIr9JwurQDgkToyT3r9NYqKDgP1j3cqLCzk3LlzAPzpT3+q91rVJZVcvzHDnv3A9res2zcb15F/8QK2Ts4E/WWqyb4Wjk5oKrRYUwbAtUr5skYIISR4EuI3UFlVzZpvTjPBfA9uyhWwdQWfZ1nx/Qoqqyvp496HwLaGb5yriq+Ts2AhAE7PPINNr17qeRRFIWXdMX5wfYlLrXphUWLYJoS4dxln2etibYWjRe2hxvn5qShKFTY2nbC2bldrP6AuEPnAAw/g4FD/GKbiby8a1nVyb4GVh2OD9TqfdZTDX2wFYOhf/46uha3JfhvHlijlWnQYugcXVlxv8HxCCHE/kOBJiN9A0g8XyCko5kWLJMOG/jP5T+GPfHHmCzRoeNnnZbUbztXod9BfuoTFAw/Q6u/TTc5zdPdPZH9rGMvwU7sgrEqhtKzsN70XIUTTGIOnnvWNd8pPBaBly/oXxs3MzATgoYceqreMUllF8f4LANgNaNdg1z59ZSU71/wbgIcHDaWTd+9aZVo4tkTRV6G7kXkqqiiu93xCiNoWLFiAt7e3+nnKlCk8/vjjzXLt27V27VocHR0bXb5jx46/atr63wMJnoS4yxRFYdXuUwwz+452XAJrJ+j9F1ZmGNZTGdV5FN2cugFQmplJ3oeGbnxu/+//YabTqefJOVXI/s3/VT9ft3HH6joU5stCuULcy364Zsjc9LwxVvFm+fnfAtCyZd869xcUFPDTTz8B0L1793qvc/37y1Rfr8Tc0Qrrh10arNN3iZ+Qf+EnWji25NHJz9ZZxtaxJUpVJVaKMXiSzJNoXrt376ZXr15YWVnRtWtX1q5dW2e5Z555hnnzDBMu5eXlERoair29PY6OjoSFhVFcXPuLgD179tC+vaGr65QpU9BoNOqPs7Mzw4YNU8cd3mmpqamYm5szcuTIu3J+gJKSEl555RW6dOmCTqejVatWDBgwgISEBLVMXYHPxIkTOXHixB2vT802AkhOTqZPnz5YW1vTsmXLOoPMs2fPYm1tXWf7/ZYkeBLiLtt78irZl4r4mzHr5Pc8GQUn2f/zfsw15rzQ8wUAlKoqcl5dANXV2I8Yoc6uB1B6rYLtq/9DdbVCp54ugILewga7Mnvyrp797W9KCNFoxsxTD7vamaeKiqtcv254MWnp2KfO441Zpw4dOmBnZ1dnGaVa4do3hgDLNrAtGvP6/3vPz7nAwc/iAQh6+rla3fWMbBxbolRVoKsuB6CwoqTecwpxt50+fZqRI0cycOBAMjIymDlzJs899xxffvmlSbmqqiqSkpIYM2YMAKGhoWRmZrJz506SkpLYu3cvzz//fK3zJyQkMHr0aPXzsGHDuHjxIhcvXiQlJQWtVsuoUaPuyr3FxsYyffp09u7dy4ULF+7KNaZNm8aWLVuIjo7m+PHjbN++nQkTJpCbm9vgcdbW1rRu3fqO1uXmNvr000/585//zDPPPMORI0fYv38/Tz31VK3jEhISGDhwILa2df+b9VuR4EmIu2zt/tP0M8viIc0p0FqD3/Nq1unxro/T3t7wTVd+XBxl//kPZnZ2uL4SqR6vKAop649xvaCclm42DHmmOy1aGH51rSudyMk985vfkxCica5UVHKhvBIN8LBt7cxTfv5BAGxtu2Fp6VTnOYzBU0MTRZQdy6UqtwwzGy0tfN3qLacoCimx/0dVZSUdejyCp3/9C/K2cGxJtb4MXbUh85RbLksjiLoFBQURHh5OeHg4Dg4OuLi4MH/+fHVMbn5+Pk8//TQtW7bExsaG4cOHc/LkSfV4Y9ewzz//HA8PD3Q6HcHBwZw/f14ts2rVKjp16kRUVBReXl6Eh4czYcIEli1bZlKXAwcOYGFhga+vL8eOHWP79u3ExMTQp08fAgICiI6OJi4urlaQkpiYqL7MA1hZWeHm5oabmxve3t5ERkZy/vx5rly5opaJiIjgwQcfxMbGhs6dOzN//nwqmzixSnFxMZs2beKFF15g5MiRtbJpu3fvRqPRkJKSgo+PDzY2Nvj7+5OdnW1S7vXXX8fV1RU7OzvCwsIou6lLf2JiInPmzGHEiBF07NiR3r17M336dJ591pB5DgoK4uzZs8yaNUvNuNVsm5q2bt2Kr68vOp0OFxcXxo0bV+/9xcTE4OjoSEpKirqtZhvp9XpmzJjBv/71L6ZNm8aDDz5I9+7d+Z//+Z9a50pISGDMmDHs2LEDnU5HQUGByf4ZM2YwaNCgeutyp0jwJMRddPrqdb7OvsI0c8OgbHr9me+uneLgxYNozbQ838Pw7VdVQQFX3okGoNWsmWhbtVLPkfnNBc4ezcVca0bw1D9hqdNi19ISAEvFhSuFZ37TexJCNN6RG132utpYYas1r7U/v+BGlz3Hurvs5eXlceHCBTQaDV5eXvVepzjVMMNeCz83zCxrX8foxLf7OPvDYcwtLBj87LQGx0W1cGyJvqoc6xvBU365jK/8rSmKQnVFVbP8NHUyonXr1qHVaklLS2PFihW8/fbbxMTEAIZucOnp6SQmJpKamoqiKIwYMcIk0CgpKWHJkiWsX7+e/fv3U1BQQEhIiLo/NTWVIUOGmFwzODiY1NRUk22JiYmMHj0ajUZDamoqjo6O+Pj4qPuHDBmCmZkZBw8eVLdlZmZy+fLlel+8i4uL+eijj+jatSvOzs7qdjs7O9auXUtWVhYrVqxgzZo1tYK5W4mPj6dbt254enoyefJk3n///Tqf/dy5c4mKiiI9PR2tVqsGPcZzLFiwgKVLl5Keno67uzvvvvuuyfFubm5s27aNa9eu1VmPLVu20K5dOxYtWqRm3OqSnJzMuHHjGDFiBIcPHyYlJQU/P786y7755ptERkayY8cOBg8erG6v2UaHDh3i559/xszMjEceeQR3d3eGDx/Of/7zH5NzFRQUsG/fPsaMGcPgwYNxdHTk008/VfdXVVWxadMmQkND66zLnVR72h8hxB2zPvUMXpqzDDD/ATTmKH3/xr/TDDPpjfcYTxvbNgBc+fe7VBcWYvXgg7ScOFE9Pj/nOvs3G76d6zeuC85tDalqe1dbcn4qRzF3prDgp9/4roQQjXWk6MZkEXV02YNbj3cyZp06duxYb1eVykvXKf9vAWigRZ/6F8+trChnz0fvA+A3dgIt3ds2WHddC1v0VGCtN7zg5lfIVOW/NaWymgv/70CzXLvNIn80DQTiN2vfvj3Lli1Do9Hg6enJ0aNHWbZsGUFBQSQmJrJ//378/f0B2LBhA+3bt+fzzz/nySefBKCyspKVK1fSp4+h++q6devw8vIiLS0NPz8/cnJycHV1Nbmmq6srRUVFlJaWYm1tyOwmJCSoAUxOTk6tLmdarRYnJydycnLUbQkJCQQHB2NpaaluS0pKUn/nrl+/jru7O0lJSZiZ/ZJ3qDlmp2PHjrz88svExcUxe/bsRj+32NhYJk+eDBi6ChYWFrJnzx6CgoJMyi1ZsoQBAwYAEBkZyciRIykrK0On07F8+XLCwsIICwsDYPHixXz11Vcm2afVq1cTGhqKs7MzPXv2JCAggAkTJtC/v2GIgJOTE+bm5tjZ2eHmVn/2esmSJYSEhLBw4UJ1W8+ePWuVi4iI4MMPP2TPnj21Jrqp2UanTp0CDBNcvP3223Ts2JGoqCiCgoI4ceIETk6GjPy2bdvo0aMHbdoY3ptCQkL4+OOP1XtOSUmhoKCA8ePHc7dJ5kmIu+R6uZ5P0n8iTPuFYcNDj5NecZXvL32PpZklzz38HADlp06Rv3EjAK6REWjMDf9ZVVVV89UHWegrq2nXrSU9Bv4yhbGDu2HcQ6m1CxW5OQgh7k0/FNcfPJWXX6Kk5BSgwdGx7m9ujx07BjQ8y54x66Tr7oy2pa7ecoeSE7h29Qq2zi74jmn4BePo7p/4IGI/1RZmWFcZgqYifXWDx4j7W9++fU0ymf369ePkyZNkZWWh1WrVoAjA2dkZT09P9e83GIIaX19f9XO3bt1wdHQ0KXMrx44d48KFCyZZjsYwdgeryTi2KiMjg7S0NIKDgxk+fDhnz/4yznjTpk30798fNzc3bG1tmTdvnroeW2NkZ2eTlpbGpEmTAMMzmDhxIrGxsbXK9ujRQ/2zu7vhS5LLly8Dhvuu+XzB8PxrevTRRzl16hQpKSlMmDCBzMxMAgMDee211xpdX4CMjIxbPt+oqCjWrFnDvn37av3bdXMbVVcb/l2ZO3cu48ePp3fv3nzwwQdoNBo2b96sHndzG4WGhrJ79261++WGDRsYOXJkk2YGvF2SeRLiLtly6CcsyvMYo7vRpaDv34g9aujCMM5jHG4tDN/sXH7jTdDrsR04kBY3vpUD+P6Ls1w+ew0rGy2D/9Idjdkv/yk5uBi+YSvVOVNdkPcb3ZEQoqmOFBm67fWoY6Y9Y9bJzu4hLCxqr91UVFSkvhh4enrWef7qMj0lhy4BYNuvTb31uF6Qz8HPDS8igZP+goVV/UHWucxc9sbdmF2rXMFaX2WoT1W9h4i7RGNhRptF/rcueJeufS9xc3Pj0qVLJtsuXbqEvb29mnVKTEzkscceQ3djplo3Nzc1wDDS6/Xk5eWp2ZWLFy9y+PDhWjPdtWjRgq5du6qfY2JicHBwYM2aNSxevJjU1FRCQ0NZuHAhwcHBODg4EBcXR1RUVKPvKTY2Fr1er2ZTwNBV08rKipUrV5qs6WZhYaH+2RikGgOPxrKwsCAwMJDAwEAiIiJYvHgxixYtIiIiwiTr1hDjs25IYGAgycnJxMfHExkZabLv5jYyBoI1ZxK1srKic+fOaiBaUVHB9u3bmTNnjlrG19eXLl26EBcXxwsvvMBnn31W7+yLd9q99ZshxB+EoiisPXCGEPOvsaQS2vTimHUL9l8wzLA35aEpABTv20/xnj2g1dJ69j/V43MvFPP9F2cAGDDJE9uWVr/s+/k8//l6LVWV5yjTOaG5LtMHC3EvulReSU5FJWbAn+qcLKLhLnvGAeHt2rWrd5a9699fQqmoRtvaBqsu9S+euz/+IyrLSnHr4oFX/wH1liu8UsKO2Ez1c3mVGS0qDVFTsSKvDL81jUaDmaV5s/w0NB6uLjXHEAF8++23eHh40L17d/R6vcn+3NxcsrOzTV6Y9Xo96enp6ufs7GwKCgrUsX79+vUzmXQAYOfOnSYZloSEBMaOHat+7tevHwUFBXz//ffqtl27dlFdXa1marZu3Yq/v7/aPaw+Go0GMzMzSksNX4gcOHCADh06MHfuXHx8fPDw8DDJSt2KXq9n/fr1REVFqRmujIwMjhw5Qps2bdh4o0dKY3h5edX5/G/F2DbG7n2WlpZUVTX8LUmPHj1qtcPN/Pz8+OKLL1i6dClvvfWWyb6b26h3795YWVmZTIBRWVnJmTNn6NChA2CYNKNly5a1ugeGhoayYcMGtm7dipmZ2V2d6r0myTwJcReknsrlzJUi/mz1lWFDn7/y/n8MYw2GdhxKO7t2KNXVXH7b8A1Vy6cmYdWpEwDV1Qpff3ic6iqFjj1c6OrzS3/ta7lX+eS1uRTn54HGljK7ZzAvrvhtb04I0SjGKco9WuhoUddkEfkNTxZx/PhxwNB9qS5KtcL1G132bP3d633ZvXL2NP/ZtROAoKenojGrOwiqqqpmR0wm5SV6XDvZU1lexZWTFrSoMJy3uNqizuOEADh37hwvvfQSf/3rXzl06BDR0dFERUXh4eHB2LFjmTp1Ku+99x52dnZERkbStm1bk5doCwsLpk+fzjvvvINWqyU8PJy+ffuqkxFMmzaNlStXMnv2bJ599ll27dpFfHw8ycnJgKELm3FSCiMvLy+GDRvG1KlTWbVqFZWVlYSHhxMSEqJme26eZc+ovLxcHReVn5/PypUrKS4uVqcz9/Dw4Ny5c8TFxeHr60tycjKfffZZo59XUlIS+fn5hIWFmWSYAMaPH09sbCzTpk1r1LlmzJjBlClT8PHxoX///mzYsIHMzEw6d+6slgkKCmLSpEn4+Pjg7OxMVlYWc+bMYeDAgdjb2wOGcVt79+4lJCQEKysrXFxqrxf36quvMnjwYLp06UJISAh6vZ5t27YRERFhUs7f359t27YxfPhwtFotM2fOrLON7O3tmTZtGq+++irt27enQ4cO/Otf/wJQx8PV10ahoaEsWLCAJUuWMGHCBKysrGqVuRvkayQh7oJN353nMbPvcdfkgo0L5x7wYcfZHQCE/ckwuPHajp2UZx3DzMYGlxdeUI/9z56fuHS6CAudOQMmPai+EFXp9SQtf8MQOAEoxVRTgEVpi9/25oQQjfLL+k61s05lZRcoLTuHRmOOo6NvHfvLOH36NFB/8FR+uhD91VI0VubYPOJaZxmAfXHrUZRqHuzTn7bd6l9kN23rabWr8LDn/0Sr9nZUm+loUW6Y+es6jevWI+5PTz/9NKWlpfj5+fHiiy8yY8YMdT2lDz74gN69ezNq1Cj69euHoihs27bNpCuajY0NERERPPXUU/Tv3x9bW1s2bdqk7u/UqRPJycns3LmTnj17EhUVRUxMDMHBwYAhg+Tn51frhX/Dhg1069aNwYMHM2LECAICAli9ejVgmAgiJSWlzhfz7du34+7ujru7O3369OG7775j8+bN6kQOY8aMYdasWYSHh+Pt7c2BAweYP39+o59XbGwsQ4YMqRU4gSF4Sk9Pb/SivBMnTmT+/PnMnj2b3r17c/bsWV6o8V4BhpkJ161bx9ChQ/Hy8mL69OkEBwcTHx+vllm0aBFnzpyhS5cutKox629NQUFBbN68mcTERLy9vRk0aBBpaWl1lg0ICCA5OZl58+YRHR1dbxv961//IiQkhD//+c/4+vpy9uxZdu3aRcuWLYH6g6euXbvi5+fHDz/88JvMsmekUZo6F+UfQFFREQ4ODhQWFqrRthB3SkFJBX5LU1inWUQ/8ywIfJlFNgqbT2wmoG0A/zfk/1Cqqjg1egwVp07h8re/0erv0wG4llfGxwsPoi+vYsCkB/nTgF8midj78Vq+S/gES2sbrO3sKLx8Ca3NYOxLvmJKXFKTu1gIIe6uP/9wip25RSz2aMtz7UxfRHJyEsnMmoW9XQ98fWt/W3306FE+/fRTnJ2dmT59ep3nz407TmnGFVr0caPlOI86y1w4cZyN819GY2bGlKj/w6lN3TPs/ZSdT8Lyw6DAsOf/RJderTn05Vm+2fgpul5lvPrwCGyUEk4Nap7xN/cLY9DcqVMndUzI70FQUBDe3t4sX778to5fu3YtM2fOrLVuT1OMGTOGgICAJs10t2XLFubNm0dWVtZtX1c03u200aFDhxg0aBBXrlwxCbZvR0O/X02JDSTzJMQd9tnhn+lYdZZ+5lkoGnNyH36ChP8mAL9knQoTt1Jx6hTmDg44PTNFPfabTSfQl1fh3sWBhwJ/eck5fTid7xI+ASB42t95sF8gAErVVbSVTlwvkXFPQtxrjJmnumbaKyg0jMFwcPSptQ9+Ge9UX9apuqSS0v9cBWhwUdz9mz4E4KEBg+sNnMqKK/nqgyxQoHtAG7r0MnQVdnS1QWPWApsbsx2XaGyouv++bxW/EwEBAeqsdY1la2vLG2+8cZdqJG52O22k1+uJjo7+1YHTnSRjnoS4gxRFIS7tPJPMdwGg6TaSTy7uo6K6gj85/4nerr1RKiq4unIlAM5Tn8P8xkDwc1m5nD5yFY2ZhgGhnursetfyrrLt328D4B08kgf7BqCvMIxzqq66ikW1E5cvncG2859+69sVQtTjcnkllyv0aIDutrUzCIWFhoHxjg61gye9Xs/Jk4b13eoLnkoyroBewcK9BRZt617/6dx/fuDcf45gZq6l7xMhdZYB2LvpBNcLynF0tSHgyV8yWPYu1obgqeSquu2avgpHC3l1EPeepmQzjIYOHXoXaiLqcztt5OfnV+8ivM1FMk9C3EEZ5ws4cymXJ8z3AVD5yGQ2ZRv6bId2D0Wj0VCwZQuVP/+MeSsXWt7oo1tVVc2+eMPL0sNBbXFuY3gZUhSFL/9vBWXXimjdsQsDJhsyV87tDTPQKFW5aDQt+enSyd/0PoUQDcssNszI1dnaihbmppNFVFYWUVxsyCw5OPaudeyZM2coLy+nRYsWtG1bO1ukKArX0wwD2Vv4uNbZZVdRFDXr1GNIMA6t6x4TdfrIFU5+dwmNBoY80x0Lq1/qau+iA40N2lIzrBRD+im/QiaoEbXt3r37trvsAUyZMuVXddkT4rd0V4OnvLw8QkNDsbe3x9HRkbCwMIqLixs8pqysjBdffBFnZ2dsbW0ZP358rXn9jXJzc2nXrp3hhVR+6cQ9YNN35wk2+w4HzXVwaM9X5nqulF7BxdqF4A7BKJWV5K4xrPXk8vxfMbuxXsLRr38iP6cEna0FfqM6qec7svMLzv5wGK2FJSP+/jLaG+swOLVtBxoNKGVUWthxWYInIe4pxuDpoTomiygsOgQoWFt3xMqy9mxWJ04Y1ljy9PTErI6Z8Sp/LqYy5zpoNdg80rrWfoAzRw5x4cQxtBaW9Bk3sc4y5SWV7P7YEMQ9MvQBXDua9vO31GmxsXegukyDDYauwXnlhfXcsRBC3B/uavAUGhpKZmYmO3fuJCkpib1796ozr9Rn1qxZbN26lc2bN7Nnzx4uXLjAE088UWfZsLAwkxWXhWhOJRV6th65wETz3YYNj0xmQ7ZhnYb/efB/sDC3oGjbNkPWydkZxycnGI4rquC7JMOsWv0e74LV/2fvzeOrqq7+//e5c25yk5t5IiEJCSSAgAyBMMggMziilYqPRal+tcKjtn3E8efQ2qftU2oralsLdaoKWgdGEQQFFWSeCWHMQOY5ufN0fn+c3JtcEhCUEIb9fr3uS7LPtPc53nP32mutzzIqcb31FWVs/LdSZXzUnT8jOjkFAG+zC8uqYnLiRijHa9U0V5y4SKMUCATnQsB4Cu3AeGpoCdk7Q76TP2QvK6tjEQjrdsXrFNI3BpWx4zyArZ8oHu/+E6cSFtlx/Zpv/nMMW6MLc7yRIdPSO9wnIi4Cr8uLUVbyt2odwngSCARXN51mPOXn57NmzRoWLVrE0KFDGTlyJAsXLmTJkiWBiumn09jYyOLFi/nzn//MuHHjGDRoEG+88QabN29uV+zrb3/7Gw0NDfz617/urCEIBOfFukOVRLvLGKE+iIzEge5D2Fu9F41Kw+29bkf2+ah5/Z8ARM3+GaoWpZety0/gcniJ624iZ7hSadvn87Lmtb/gcTpJ6dOPaycrdSVkj4/adw5h3VpBP+MIovSJODU+XNXlXTNogUDQIQctSphbR54nv1hER/lOtbW11NfXo1Kpgmq0+JHdPiXfCQgd3LFQxKn8A5QePoRao2Hw9Fs63Kckv47Dm8tBgnH/lY1G174OlexyER5tQPZ6CZEVY7DW0dTh+QQCgeBqodOMpy1btmA2mxk8uPXHYfz48ahUqnZVkP3s3LkTt9vN+PHjA23Z2dmkpqayZcuWQNuhQ4d44YUXePvttzsMaTgdp9NJU1NT0EcguNB8sruU29UbAZB6jOO9U0oF7slpk4kJiaH5iy9wHT+OymQiskVtpr7CSv5mxfAZcXtWQCRi92crKCs4hC4khMkPPhIoatmw6gSu4ubANbuH9sZLM3K986KNUyAQnB2718cxW4vxdJpYhM/npKlpL9Cx58nvdUpNTe2w4KP9cC2y04s6Qo8+o319GIBtn36oXHv0eMKiottt97p9bFqihAZeM6YbiZnmdvs0Ll9OwaDByN+tx+2VCfEp46myNbfbVyAQCK4mOs14qqioIC4uOBZbo9EQFRUVqNjc0TE6nQ6z2RzUHh8fHzjG6XTy05/+lP/7v/8jNTX1nPryv//7v0RERAQ+KSkp5z8ggeAsVDc72Xy0MmA81V9zK2sK1wAwK2cWsixT+w+lKF/kXbNQhymCEN8tO4Hsk0nrF0NSywSmqaaKb5f+G4DRd80hPFb5Htl2V2HdohhaobnKinOiMQPZ2wDWi1NVWyAQfD8FVgc+IEqrJkEXHFbX3HwQn8+JVhtFSEhau2OPHTsGnDlkz7Zb8ToZr40NLLa0parwBCf37ESSVAy5cUaH59izvpiGShvGcB1Db2zv3bLvP0D5U08ju91oju3F5VMR6lU8T9V22xnHLRAIBFcD5208Pf7440iSdNbP4cOHO6OvADzxxBPk5ORw1113ndcxjY2NgU9JSUmn9U9wdbJibxnD2UuCVA/GaFaoXbh9bnKicugb0xfrt5txHDyIFBJC1N13A1BxopETu6uRJBh2szKBkWWZ9f/6O26ng+Ts3lwzTpFRdVfZqP9YWZE2jU0hYnKa8m9tFDocqB0dSxULBIKLzyF/vlNYSDslvIY2+U6nb3O73RQWFgIdG08+mxtHQR0AxgEdC0VsbfE69Ro+CnNCYrvtzXUOdqxSrjF8Rib6kGDZcU99PaUPP4zsdgMQ4qjBhUSoR/Fu17rcHQ9aIBAIrhLO23j61a9+RX5+/lk/GRkZJCQkUFVVFXSsx+Ohrq6OhISO47QTEhJwuVztlPMqKysDx2zYsIEPP/wQjUaDRqPh+uuvByAmJoZnn322w/Pq9XrCw8ODPgLBheTTPaXcov4WALnPDD46rhTFva2nIgpR9+abAJhvvw1NZCSyLLPlk+MA9BqWEJAmP7Z9Cyd2bkOl1jDhvrlIKhWyx0fd+4eR3T70mWbCJ3RHZdQiRSor2lFaIyq3+SKOViAQnI0DbYyn0zlbvlNhYSEej4fw8HBiY2PbbbftrwFvS22nhNB22+sryjj6nfIeyr3ptg779s2HR/G4fSRmRtAzN1i+XPb5KHtsPu6yMrSpqXR7ZSEGRy0uWUtYizFV7/GdbegCgaANzz33HAMGDAj8PXv2bG6++eYuufYP5c0332wXEXY20tLSfpRs/eXAeRtPsbGxZGdnn/Wj0+nIy8ujoaGBnTt3Bo7dsGEDPp+PoUOHdnjuQYMGodVqWb9+faCtoKCA4uJi8vLyAPjoo4/Yu3cve/bsYc+ePSxapMg+f/311zz00EPnOxyB4EdzrMrC8VMVTFQpK8p7ug/iROMJQjQhTE2fivPYMazffAMqVcDrVHywjrKjDag1KnJvULxOTpuNDW/8A4AhN84gupsSltq4tgh3uRWVUUPUT5TiuYWFhZTH2JCRidTFIvnC8Xq9XTB6gUBwOofOYDzJskxji/EUEdG+vlNblb2OajfZdisLkmfyOu1avRxZ9pExcAix3dur5xUfqlW83SqJ0T/t1e4adW+/jfXrr5EMBrotfJnQ4cPRu5vxoSfMpbxfGrzthSUEgovFV199xcCBA9Hr9WRmZvJmy8Lk6dxzzz08/fTTwLmXzdm4cWMgrWP27NlBEVXR0dFMnjyZffv2dcq4tmzZglqtZtq0aZ1yfgCbzcYTTzxBjx49MBgMxMbGMnr0aJYtWxbYpyPD54477giUT7iQ+J/RV199dcZItu3btwcd0/YZdSWdlvOUk5PD5MmTue+++9i2bRvffvstc+fOZebMmSQlJQFQWlpKdnY227ZtAyAiIoI5c+bwy1/+ki+//JKdO3dyzz33kJeXx7BhwwDo0aMHffv2DXzS09MD1zs9x0oguBgs21PKRNUOQiQXRPXgPw37AZiUNokwXRh17yj5S6brx6Hr1g1ZltnWIk3ed0wypigloXzLR+9jqavFHJ/I0Ft/AoDjeAOWr08BEDkjC3W4jt27d/Pmm2+ysmQT+9RFmHWx+NBRUVl0sYcuEAhOQ5blgEx539OMJ7u9CLe7HpVKh8nUu92x/nynzMzMdts89Q5chU0gQciA9l4ph9XCwa++AGDg1Jvabff5ZDZ/pJz/mjHJRCcHh/o6CgqoXvBnAOIffxxDr16ojEZCemWi8/gwORTjqUnuWBpdIOhsTp48ybRp0xg7dix79uzhkUce4ec//zmff/550H5er5eVK1dy4403AudeNmfZsmXccMMNgb8nT55MeXk55eXlrF+/Ho1Gw/Tp0ztlbIsXL2bevHls2rTpjIrUP5YHHniAjz/+mIULF3L48GHWrFnDbbfdRm1t7VmPCwkJueDz67bPaPjw4YH77P/8/Oc/Jz09PUh0Dto/o66iU+s8vfvuu2RnZ3P99dczdepURo4cyeuvvx7Y7na7KSgowGZrTUB96aWXmD59OjNmzOC6664jISGBjz/+uDO7KRD8YGRZZtmeMm5uCdlr6nszawvXAjAjawbehgYaW1Z1Iv/rvwAoOVRHVWETGq2KgRO7A1BfXsruz1YAMPae+9Hq9Phsbuo/KAAZQockENInhtLSUlauXBm4/j5NESZdNB6VisLizlkREwgE506xw0Wz14dOksg0Bivt+VX2wsL6oFLpgrbV1tZSV1d3Rolyvzy5Pj0CTUR7gZgDX67D7XQQk9Kd1L79220v+K6c2lIreqOmXU0nn9NJ2a//B9ntJmzsWMx3/CSwLaRfP0LcTkwOJVyvifahiALBmDFjmDt3LnPnziUiIoKYmBieeeYZZFkGoL6+nrvvvpvIyEiMRiNTpkwJeFqhNTTs008/JSsrC4PBwKRJk4Jy1P/+97+Tnp7OggULyMnJYe7cudx222289NJLQX3ZvHkzWq2WIUOGnFfZnOXLlwcMLlBSPhISEkhISGDAgAE8/vjjlJSUUF1dHdhn/vz59OzZE6PRSEZGBs888wxu9/nlBVosFpYuXcqDDz7ItGnT2nnT/J6Z9evXM3jwYIxGI8OHD6egoCBov9///vfEx8djMpmYM2cODoej3fiefPJJpk6dSlpaGoMGDWLevHnce++9gPIMi4qKePTRRwOen7bPpi0rVqxgyJAhGAwGYmJiuOWWjksiACxatAiz2RwUVdb2Gel0usB9TkhIIDo6mmXLlnHPPfe08477n9Hrr79OUlISPl9wGPFNN90UGE9n0qnGU1RUFO+99x7Nzc00Njbyr3/9i7Cw1tWutLQ0ZFlmzJgxgTaDwcCrr75KXV0dVquVjz/++Iw5UqA8bFmWzyseUyC4UBwobcJeV8ZIleJtWh0RicProEdED/rH9qf+ww+RHQ70OTkYhwxBlmW2r1K8Tn2uS8YYrkygNv77DXxeD2kDBpFx7RAAGlafxNvoQhNtIGJ6BlarlaVLl+L1esnKysIUFoZT8tCkl/FpoKJof9fcBIFAEMDvdeoVakB7mhpeY9NuACLC2xs3x48rOZBnkii37WkJ2bu2/Qqwz+dl9xplUeXaKTe2F6Jwedm6TCmkPWhyGobQYO9R9Z9fwnn0KOroaBJ/+xskSUKWZVadWMUhsxWj3U6YVZmkWKT2uVaCzkOWZVwuV5d8/IbPufLWW2+h0WjYtm0bf/3rX/nzn/8cSK2YPXs2O3bsYPny5WzZsgVZlpk6dWqQoWGz2XjxxRd5++23+fbbb2loaGDmzJmB7Vu2bAkqZQMwadKkoFI2oEywb7jhBiRJOueyOQcPHqSqqopx48Z1ODaLxcK///1vMjMziY5ulf83mUy8+eabHDp0iL/+9a/885//bGfMfR8ffPAB2dnZ9OrVi7vuuot//etfHd77p556igULFrBjxw40Gk2QkfDBBx/w3HPP8bvf/Y4dO3aQmJjIa6+9FnR8QkICq1evprm543IDH3/8Md26deOFF14IeIA6YtWqVdxyyy1MnTqV3bt3s379enJzczvc949//COPP/44a9euDWgUQPAzOp3ly5dTW1vLPffcE9Te9hndfvvt1NbW8uWXXwa219XVsWbNGmbNmtVhXy4kmu/fRSAQnIlV+8uZrt6CWpIheTAfl30NwIyeM8Djof7d9wCIuvtuJEmi5HAdFSeaUGtUXDtRyWkq2r+H4zu+Q1KpGPNfcwBwHK3HtqMSJIi8vSdoJT5a+hFNTU1ER0dzyy3T2bDhA3bsaKJEVUuoRk1TUWGX3AOBQNCK33jq3YFYRFOj4nkKjxjQbtuJE4px05HXyV1lw1NpA7VESJ/2dZuO79hKU3UlBlM4OaPGtNu+d30J1kYXpigD14xNDtpm276durfeAiDxxd+iaZkY/nP/P1m4eyG9LDL3Oq7HaVHaHZIBh9eHQd2pa6+CFtxuN7/73e+65NpPPvkkOp3u+3dsISUlhZdeeglJkujVqxf79+/npZdeYsyYMSxfvpxvv/2W4cOHA0pkUkpKCp9++im33347oIz1lVdeCeTFv/XWW+Tk5LBt2zZyc3OpqKggPj5Y5CQ+Pp6mpibsdjshIcp3btmyZQED5lzL5ixbtoxJkyYFjXflypWBBX+r1UpiYiIrV64Mqi/qz6sCxSHw61//miVLlvDYY4+d831bvHhxQEF68uTJNDY2snHjxiDHAsCLL77I6NGjAUX5etq0aTgcDgwGA3/5y1+YM2cOc+Yoc4jf/va3fPHFF0Hep9dff51Zs2YRHR1N//79GTlyJLfddhsjRowAFIeHWq3GZDKd1Wnx4osvMnPmTJ5//vlAW//+7ReE5s+fzzvvvMPGjRvp06dP0La2z6ij+zFp0iS6devW7hj/M9LpdEyZMoX33nsvYJT95z//ISYmhrFjx56x7xcK8fYTCH4gsiyzen95IGTveK/x5Nflo5E0TM+YTvP69XgqKlBHRxM+bSpAQCK496gkQiP0+LxevnrrnwAMmDiN6G6p+Fxe6j9RchNChyWiT4tg8+bNnDhxAq1Wy4wZk9m3/w5CjL+nd5+NlKvqiVBrcFc72ndSIBBcVA4GxCKCQ/a8XifNlnwAIsIHBG3z+XwBifKOjCf7gRoADJlmVMb2OUe7PlsOQP/xk9Hqgr1W9mYXuz5X8iGH3ZyBRtsq+OBzOil/5v8DFCVQU8tkbW3hWhbuXghASSwYHbUYmiXUsgeAGpcoyi1oz7Bhw4I8CXl5eRw9epRDhw6h0WiCxMKio6Pp1asX+fn5gTaNRsOQIUMCf2dnZ2M2m4P2+T7y8/MpKysL8nKcC8uWLQsK2QMCuVV79uxh27ZtTJo0iSlTplBU1JpfvHTpUkaMGEFCQgJhYWE8/fTTFBcXn/N1CwoK2LZtGz/96U8B5R7ccccdLF68uN2+/fr1C/w7MVEpQ+BXtc7Pz28nxuYXWvNz3XXXceLECdavX89tt93GwYMHGTVqFL/5zW/Oub8Ae/bs+d77u2DBAv75z3/yzTfftDOczvaMTp06xeeffx4wAtty+jOaNWsWH330EU6n8j569913mTlzZpBx21kIz5NA8AM5WNaEqv44/fUnkCU1K3SKm31kt5FEGiIpWrIUAPNPbkel01F6pJ6yow2oNBIDW7xOB776gpqSIgyhYeTdprw8m9YW4a1zoI7QEzE5jbKyMjZs2ADA5MnjKSt/Cqv1KE2EExldRnl0ASE1faBJqGAJBF3NYauyiHG658liOYQsu9FqozAYgldUy8vLcTgc6PX6wKSoLX7jKaRvTLtt1UUnOXXoACq1mv4Tp7bbvnNNEW6Hl9hUE1mDg1fta177G67CQjSxscT9z/8AUNJcwrOblbIfd2XfxbbyzThVtfhsWsJoppFIKu31dAsRuU8XA61Wy5NPPtll176USEhIoLKyMqitsrKS8PDwgNdp+fLlTJgwAYPBEDjm+8rmlJeXs3v37nZKd6GhoUHiLYsWLSIiIoJ//vOf/Pa3v2XLli3MmjWL559/nkmTJhEREcGSJUtYsGDBOY9p8eLFeDyegJAaKAuzer2eV155hYiIiEB72+fhN1JPz/n5PrRaLaNGjWLUqFHMnz+f3/72t7zwwgvMnz//nL2MIefw3R81ahSrVq3igw8+4PHHHw/advozassbb7xBdHR0O0O2o2d0ww03KOHFq1YxZMgQvv766/MOmfyhCM+TQPADWb2/nKkqRSlSThvFqlNK7O30jOm4CguxffcdSBKRtyn1VnavVVajcvISCYs04HG52PIfJaxv2IyZhJjCcZ1qxvJtKQDmWzNx4+U///kPPp+PnJwcQsNWU9e4m9dVj/Kg9AbP8AfMiafwGgzgMF7sWyAQCNpg8/oosrsAJeepLY1NewDF63R6nP/Jk0oeZFpaGmp18CKIp9aOu8wKKjD0bh+yt/eLNQBkDh6GKSrYuLI2OjmwSXmfDLspA6lNDpbj8GFqW1a34/+/Z1CHh+P2unls42NY3Bauje7LQ1s/4vrC3VSZavG41ZhkJVeiwnp2dS7BhUOSpECY0sX+dJSPcjba5hABfPfdd2RlZdG7d288Hk/Q9traWgoKCujdu1V10uPxsGPHjsDfBQUFNDQ0kJOTAyielLaiAwDr1q0L8rAsW7aMm25qVZs8l7I5K1asYPjw4URFRZ11fJIkoVKpsNsV7/LmzZvp3r07Tz31FIMHDyYrKyvIK/V9eDwe3n77bRYsWBDwcO3Zs4e9e/eSlJTE+++/f87nysnJ6fD+fx/+Z+MP79PpdN9b9qRfv37tnsPp5Obm8tlnn/G73/2OP/3pT0HbTn9GfmRZ5o033uDuu+9uZ7h39IwMBgO33nor7777Lu+//z69evVi4MCBZ+3XhUJ4ngSCH4A/ZO9ltWI87UwbTEXhB5i0JsakjKF+wcsAhF43Cm1yMnXlVooO1IIEAyYoXqe961ZjqaslLDqG/hOmIvtk6pcdB1mRIg7pFcXy5cupq6sjPDyc4cN1HDn6b5ZwNxvlkQAUShlsiRrEBIMM7vZJ5gKB4OJx1OZABqK1GmJ1wT/+fqW98A7EIs6W7+T3Oul7mFGfJvTgdjjI/1pZtOk3fkq7Y3d/XozX7SMhI5yU3q2TDtnrpfzpZ8DjwTRxIuETJgDw111/5UDtAcJ14TxdWk1YXQHD9TrWRFlI9EKoTzHiyprrzvWWCK4iiouL+eUvf8n/+3//j127drFw4UIWLFhAVlYWN910E/fddx//+Mc/MJlMPP744yQnJwdNorVaLfPmzePll19Go9Ewd+5chg0bFhAjeOCBB3jllVd47LHHuPfee9mwYQMffPABq1atApQQNr8ohZ+2ZXP+/ve/43a725XNOV1lz4/T6QzkRdXX1/PKK69gsVgCUtlZWVkUFxezZMkShgwZwqpVq/jkk0/O+X6tXLmS+vp65syZE+RhApgxYwaLFy/mgQceOKdzPfzww8yePZvBgwczYsQI3n33XQ4ePBj0ThkzZgw//elPGTx4MNHR0Rw6dIgnn3ySsWPHEh4eDigLOJs2bWLmzJno9XpiYtp7u5999lmuv/56evTowcyZM/F4PKxevZr58+cH7Td8+HBWr17NlClT0Gg0PPLIIx0+Iz8bNmzg5MmT/PznP2+37UzPaNasWUyfPp2DBw8G8sYuBsLzJBD8APLLm/HUFdJPdRJZUrECZUV2YtpEtF6JxpYXaOQddwCw9wvF65TeLwZznBGX3cbWTz4AIG/GT9HodNh2VeIuaUbSqTFPzeDYsWPs2rULgOnTczl+4jm2M5TVkvJjMzVGedltVI3DGVUMsjCeBIKu5LBFWb3NDm0fjnImsQi32x3IkfDXLWyLbf+ZQ/YOb9mEy27DHJ9Iat9+QdusjU4OfK14nXKnZwR5ERo++ADHgQOowsNJeEZJeP/61Ne8dUgRjnha35Oe5duxynos9gyqosDnchLmVVbcK20dq3UJrm7uvvtu7HY7ubm5PPTQQzz88MOBekpvvPEGgwYNYvr06eTl5SkLkKtXB3kYjEYj8+fP584772TEiBGEhYWxdOnSwPb09HRWrVrFunXr6N+/PwsWLGDRokVMmjQJULwTubm57Sb8ZyubY7VaWb9+fYcT8zVr1pCYmEhiYiJDhw5l+/btfPjhhwEhhxtvvJFHH32UuXPnMmDAADZv3swzzzxzzvdr8eLFjB8/vp3hBIrxtGPHjnMuynvHHXfwzDPP8NhjjzFo0CCKiop48MEHg/aZNGkSb731FhMnTiQnJ4d58+YxadIkPvjgg8A+L7zwAoWFhfTo0YPY2Pb15EAxwj788EOWL1/OgAEDGDduXKBe6+mMHDmSVatW8fTTT7Nw4cIzPiP//Rg+fDjZ2dlB7Wd7RuPGjSMqKoqCggLuvPPO771PFwpJPl8tyiuApqYmIiIiaGxsDFjbAsH58KfPC3Bu+gtPad/DkT6Ssdo6LG4Lb0x6g6ydlZT96tdo4uPJXP8FdpuPt5/cjNfj49ZfDyQx08yW/7zP5g/fJTIxidkL/gZumYo/7cBncRMxJR3dsFhee+01Ghsbyc29lpjYxRxtruMZ6U/YMPBASiyPpyeSvWkHDnQ8fOpNkr+I4id//xWGECElLBB0Bc8fK+VvJdXcmxzD73q25jW5XLV8/Y2yen7dqN1ota2/OydPnuStt94iLCyMX/3qV0FGjqfeQcUftoMEiU8NRR0WnJPw3lO/ovxYAaPunE3uTbcFbft66RH2fXmKhIwIbv2fgYHzeurrOTF5Ct7GRuKfeZqoWbNodDZy87KbqbHXMDN2KE9t+xCAF0IeY0j/fmza/CuyD93Oqtnd2BSaxx2aI/x11E8QXHgcDgcnT54kPT29w5yQS5UxY8YwYMAA/vKXv/yg4998800eeeQRGhoafnAfbrzxRkaOHHleSncff/wxTz/9NIcOHfrB1xWcO139jM72/Tof20B4ngSCH8DnByuY2hKy91VyHyxuC0mhSQyMH0jDUmUVxzxjBpJGw/6vTuH1+IhPDyehRwT25iZ2rFQKPw//yV2o1Gqa1hXhs7jRxIYQNiKJL774gsbGRsxmMxkZ+6lpPspfpcexYWBoRChPZSRhUKvIDVFWgI9FxqLX6jlxcm/X3BCBQECBtWPPkz9kz2jMDDKcoDVkLz09vV2OSSBkLz2ineFUVXiC8mMFqNQa+o4Jrn1jbXBy8GulAGjuDcHnrf7rX/E2NqLv1SvgGf/d1t9RY68hPSyFh3Z9BsC/5Bu4856HGTV6IhGhMgaXHZNLyeeqcZ9fkrpAcDEYOXJkQLXuXAkLC+MPf/hDJ/VIcDpXyjMSOU8CwXlSWGPFWlXItYZjyEis9jUCMC1jGu7CImzbtoFKhfn223C7vBzYqITODBifiiRJ7PpsOS67ndju6fQaNhJ3pRXLFmWiY76hB8WlJWzfvh2ACRPSKC37Nf/mforpRqxOwz/6pAWKb14XHc2mU1AU0g21oYaT+7fSu/fwLrgrAoHgTMZTq1jEeeY7HVSEGUKuaR/ism/95wBkDhmGMcIctG3P+hK8Hh+JPSLolh0ZaHccOhRY3Il/6kkkjYYvir5g9cnVqCQVT1RbMXss7PZlkjTjd2TGKTVuQvTJaN1WIpyK8VTnE8qegkuP8/Fm+Jk4cWIn9ERwJq6UZyQ8TwLBefJFfiWT1YpxY00dyreVijrQlPQpNC5bBkDoqJFoExM5srUCh9VNeIyBjAExOG02dq9ZASgKe5JKReOaQvCBIScKTYYpkEg5cGAfGhv/yk4GsUFSXh6v5XQnQd8aIz4yTsmROC5l4jNbqDtx7vUlBALBhaPJ46XU6QbaK+01NSl5C6fnOzkcDsrKlIWT040nr9WNq6gJUN4NbXE72whFXD85aJvT5uZgS67TwMndA14nWZap+O2LIMuET51KaG4udY46fvOdUuPlv8JyyKvYg0U28GWfF5ncPzVwzvjIITi09YTblTpPDVw+4WSCi8NXX331g0P2AGbPnv2jQvYEgouJMJ4EgvNkfX4VU9SKJOhX3Xrj8rlIj0inR3gGjS2Gj/nmm5Flmf0tXqe+o7uhUqvYs3YVTquVqKRuZA3Jw3myEUd+HaggYmo6W7Zsoba2lrCwMDJ67KTC0cgiaS4AD6TEMirKFNSXvqZwDLIDuxRKeZKMo8J2Ee+EQCDw4/c6Jem1RGhbgzpkWaapaT8A4aa+QceUlJQgyzKRkZHtksYdh+tABm1iKBpzsLFybMdWXHYb4bHx7YQiDn5dhtvhJSoplO59W6XNm9etw75rF1JICHGPKTWd/rDtD9Q56ugRmswv9q0F4NWQ/8eDt0wIOmdmj7E0hdRhalYkjBuksPO7OQKBQHAFIYwngeA8aLS5OV54gkHSUQDWylYAJnafiH37Djxl5ahMJsLGjqXyZBO1pyyotSpyhifidjrYuepTAHJvvh0kicbPlPouoYMTsGpdbNq0CYDRo2OpqPyQ1/kFTZjICTXwREb74pkalUQ6Sl5ESbQWj+Wq038RCC4J/MbT6V4nh6MUj6cBSdISFtYraJu/Jkz37t3bnc9xWJEDP93rBHBok1I0u/d1Y5FUrT/jHreXvetLALh2Ymqr18njofrPSvHI6Htmo01IYEvZltZwvZIyjHhZ5RvGtLt+SYguOCwv85rhOE1VhDUr75cmyYTv6tOaEggEAkAYTwLBefHVkSpGS7tRSTKWxP58W6UU3puUNikQshc+eTIqg4H9G08BkDUkHkOolv0b1mJvaiQ8Np7sEaNxHKrFVdyMpFURPj6VtWvX4na76d49EZf7Db5kAnukwegkidd6d0ev6vjr2lOvJG+XhYWhd4sVYYGgKzhsVWS8TzeempsPAhAW2hOVKricwJmMJ9njw3GkHoCQnODCuJb6Oor27gag96ixQduObK3E1uQiLFJP1uD4QHvDfz7CVViIOiqKqHvvxel18uLWFwG4VZ/G0MYiqmQzVdf9nr7dzO3GZo4w4w33EVYnIck+vJKGWqf9+2+KQCAQXIEI40kgOA/WHapkvEqpvfRVck4gZC9Dl0Tz50oCd8QtN2NvdnFsZxUA14xOxutxs32ForCXe9MMVJJayXUCwkYmU1h9ikOHDiFJEgMHllHmsPK+9DMAnshIJCcs5Ix9GtBScbtMH4tBI6T3BYKu4Ew1npqblZA9k6lPULvL5aK0VAnrPd14cp5sRHZ6UZm0aJODF0QOf7sRWfaR2DObyMTkQLvsk9m9Tsl57H99CmqN8vPus9mofvUVAGIefBB1WBj/OvAvipqKiNFF8PDhrwF4wzyPn40bcOYBRsegblIT1lLTrthSffYbIhAIBFcowngSCM4Rl8fHliOljFIpk6G1KmWyNLH7RCzr1+Oz2dCmpBBy7bXkby7H55GJ624irns4h7/dhKW2htDIKPqMHo9tdyWeajsqo4bQUUl89pkiDzx0aDI1dUt4k/uwEcK1JiP3p3RcqM5PblwPAEpUKahCNcg+ISMsEFxsDgeU9oIXOpqaDwBgCr8mqL20tBSfz4fJZCIyMjJom/1Qi8pedjSSKli+3B+y1+e6cUHthQdqaai0oTdq6D0yKdBe99ZbeKtr0HbrRuQdP6G4qZhF+xYB8FCdHbPsZbVvGDNmPYDqtGu1xZSUjcruIEJW1EWLGirPcjcEAoHgykUYTwLBObK9sI5rXPswSk6aw5P4tlaZFE1Mm0jjp0rIXsRNNyHLcGCTXygiGVmW2bla2X7tpOmo1VqavlTyEkyjU9hzaB81NTUYjSFERa1mmzyYnVIuGgn+nJ2CWjrzhAagb2Q8atmDVTLRlOSjqqa0s26BQCDogBqXhxq3BwnICm0NzZNlORC2d7rnqW3IXts6TLIsKyIytM93qio8QXXRSdQaDT3zRgVt29/yTuk9IgmdQRGs8DY2Urv4XwDEPvIIkk7HH7b/AZfPRa4+kRnVx6iXw6gY8UJAlvxM9EgZhtvVRLhP8TyVNNV9/40RCASCKxBhPAkE58j6/CrGq5Qcp43d+wdC9tJcEVi3bAEg4qYbKcmvo7nWgd6oIXNwPKcO7ae68AQanZ5+E6Zg21OFt9aBKlSDdlA0X36pSA4PHy5TYTnGW9J9AMxLjT9ruJ4fvUpFok8JESyL15C/7+vOGL5AIDgDBS35TqkGHaHqVrEFp7Mct7sOSdIQFpoddMyZ8p08lTa8DU7QqNBnmoO2HWqRJ88YlEtIWKvyZn2FlZL8epCUBRs/dW+9jc9iQd+zJ+FTp7C5bDObTm1CI6l5/Ph+JGBx6H381/gh3zvG7Oyx2Kkj3KOI5JRZrd97jEBwtfPcc88xYMCAwN+zZ8/m5ptv7pJr/1DefPNNzGbzOe+flpb2o2TrLweE8SQQnCMbCyoZp1YStTe0qFGNTx2P5fPPQZYJGTAAXUoKhzeXA9AzNwGtTh3wOvUZPQ5DSBjNLSvEYaO6sWX7d1itVqKjjfjkj1nKLBowk2XU80hafAe96JhuslIPpiLCQMXegxdszAKB4Ps5fAalveaWkL3Q0CzU6laPlMfjoaREeQ+cbjzZ/V6nTDOqNqp3Pp+Xw99uBKD3ddcHHeMviZB2TQzhMcqCi7epibp33gEg5he/wIfMn3b8CYCbvOFkuW1858th8p2PoFV//1QgMSkFr76RcJcy1mqn83uPEQguNF999RUDBw5Er9eTmZnJm2++2eF+99xzD08//TQAdXV1zJo1i/DwcMxmM3PmzMFisbQ7ZuPGjaSkpACKkSNJUuATHR3N5MmT2bdvX6eMa8uWLajVaqZNm9Yp5wew2Ww88cQT9OjRA4PBQGxsLKNHj2ZZi9gVdGz43HHHHRw5cuSC96ftMzpy5Ag33XQTMTExhIeHM3LkyMDCcluKiooICQnp8PldTITxJBCcA6fqbRhqD5Ek1eHUGvm26RgA41LH0fTZGgDCp07BYXVzYq+SSJ0zPJH6ijKO79wGwMCpN2HfV42nRsl1kq8JY/PmzQAMGVLNUXc4GySlvsofeqacUV2vIzL0yiSrwmjCWlJ7YQYtEAjOiWM2xZBoVxzXn+90Wn2n8vJyPB4PISEhxMYG5zQ6jrQYT72C86BKDx/CWl+HPjSU9AEDA+0uh4fDW5QFm35jugXa6955B19zM/qsTEwTJ/DpsU85Wn+UcLWRR0v245FV7Oj9RIfqeh0hqVR4wpoId7oAqPGdPZxYILjQnDx5kmnTpjF27Fj27NnDI488ws9//nM+bxFr8uP1elm5ciU33ngjALNmzeLgwYOsW7eOlStXsmnTJu6///5251+2bBk33HBD4O/JkydTXl5OeXk569evR6PRMH369E4Z2+LFi5k3bx6bNm0KFM6+0DzwwAN8/PHHLFy4kMOHD7NmzRpuu+02amvPPmcICQkhLi7ugvbl9Gc0ffp0PB4PGzZsYOfOnfTv35/p06dTUVERdNyyZcsYO3YsYWFdqywsjCeB4BzYdKSG61tU9nakD8HmsREbEkuWKxL77t0gSZgmTebItkp8HpnobmHEpprY/dkKkGXSrx1MZEIyTRsUNaywUcls2vxNizS5Eat9BW9zLzIqbo4zMzzy/F4MfaIUOeNKbRQaq+F79hYIBBeSoy2ep0xjx56nc8138jk8uIqUnCJDz2DjqWDLN8o1huSh1mhb27+rwO3wYo430i1HOcbb3EzdW28DisKezWvnlT2K4t7dDXYifD4+UE3hrhunnNc45Wgw2fyFcnXndazghyHLMl6vrUs+8nnU8hozZgxz585l7ty5REREEBMTwzPPPBM4R319PXfffTeRkZEYjUamTJnC0aNHA8f7Q8M+/fRTsrKyMBgMTJo0KeChBfj73/9Oeno6CxYsICcnh7lz53Lbbbfx0ksvBfVl8+bNaLVahgwZQn5+PmvWrGHRokUMHTqUkSNHsnDhQpYsWdLOSFm+fHlgMg+g1+tJSEggISGBAQMG8Pjjj1NSUkJ1davS5Pz58+nZsydGo5GMjAyeeeYZ3G73Od83AIvFwtKlS3nwwQeZNm1aO2/aV199hSRJrF+/nsGDB2M0Ghk+fDgFBQVB+/3+978nPj4ek8nEnDlzcDgc7cb35JNPMnXqVNLS0hg0aBDz5s3j3nvvBZRnWFRUxKOPPhrwuLV9Nm1ZsWIFQ4YMwWAwEBMTwy233HLG8S1atAiz2cz69esDbW2fUU1NDUePHuXxxx+nX79+ZGVl8fvf/x6bzcaBAweCzrVs2TJuvPFG1q5di8FgoKGhIWj7ww8/zLhxwWI6nYHm+3cRCAQbj1TxoFoxnr40RUAdjEkZg2XNWgCMgwahjY/j8OLtgOJ1ctqsHPhyHQCDpt6M/UANnmo7UogGd04Iu19XQgBzcg6y1jaUAqk3ISoVz/RI6qAHZ2dQQg+orqdclYhGLWo9CQQXE7/nKcsYLBbR1KT88Ief5nkqLlYWUdpJlB9vBJ+MOtqAJro139Hn9XJ067cA9GojFCHLMvu/UurJXTOmW2CyU//vf+NrakLXowemSZN4dd/fqLHX0E1j4t6ag1TL4egnPIXZeH4GkCG1B+FNippng8r0PXsLLgQ+n52vNl7z/Tt2AmNG70etNp7z/m+99RZz5sxh27Zt7Nixg/vvv5/U1FTuu+8+Zs+ezdGjR1m+fDnh4eHMnz+fqVOncujQIbRaZTHAZrPx4osv8vbbb6PT6fjFL37BzJkz+fZb5f/9LVu2MH78+KBrTpo0iUceeSSobfny5dxwww1IksSWLVswm80MHjw4sH38+PGoVCq2bt0amPQfPHiQqqqqM068LRYL//73v8nMzCQ6urX2mslk4s033yQpKYn9+/dz3333YTKZeOyxx875vn3wwQdkZ2fTq1cv7rrrLh555BGeeOKJoIUVgKeeeooFCxYQGxvLAw88wL333hu4Nx988AHPPfccr776KiNHjuSdd97h5ZdfJiMjI3B8QkICq1ev5tZbb8Vkav/9/fjjj+nfvz/3338/99133xn7u2rVKm655Raeeuop3n77bVwuF6tXr+5w3z/+8Y/88Y9/ZO3ateTm5gba2z6j6OhoevXqxdtvvx0IyfzHP/5BXFwcgwYNChzT0NDAN998wzvvvEN8fDxms5mPPvqIOXPmAIo3a+nSpbz44ovncNd/HMJ4Egi+B7fXx6FjJ+knnUQGvrQpk5UxKWNoeulVAExTp1Bzqpnq4mZUaomeufEc+notbqeD6G6ppPTtR/VrewEIy0vkq62b8fl8ZGerqLXt4H1pIQAPd48j2XD+K7o5kd1QyTU4JCOWRPG1FgguFs0eLxUuZaW5RxvjyemswO2uRZLUhIXlBNp9Pl/AeEpNTQ06l+OoUhjXkBXsdTqVfwBbYwOGMBOpffsH2suPNVBfYUOrV5M9LEE5v90e5HWqdzfy9iHl77nlZWiB90z3Mi+v93mPNTlzOK5vlPyqesmMLMvtJniCq5eUlBReeuklJEmiV69e7N+/n5deeokxY8awfPlyvv32W4YPHw7Au+++S0pKCp9++im33347AG63m1deeYWhQ4cCijGWk5PDtm3byM3NpaKigvj44Fzg+Ph4mpqasNvthIQoCw7Lli0LeKMqKirahZxpNBqioqKCQsKWLVvGpEmT0Olaf39XrlwZCA+zWq0kJiaycuVKVG1C6v05O6DkC/36179myZIl52U8LV68mLvuugtQQgUbGxvZuHEjY8aMCdrvxRdfZPTo0QA8/vjjTJs2DYfDgcFg4C9/+Qtz5swJGBK//e1v+eKLL4K8T6+//jqzZs0iOjqa/v37M3LkSG677TZGjBgBQFRUFGq1GpPJREJCwhn7++KLLzJz5kyef/75QFv//v3b7Td//nzeeecdNm7cSJ8+wd73ts9IkiS++OILbr75ZkwmEyqViri4ONasWRNUxmH16tX069ePpCRlgXnmzJm89957gTGvX7+ehoYGZsyYcZa7fWEQsyyB4HvYXdzAte49qHQyBxOyqXLUEKIJYaC3GyX79oFKRfjEiWzZoOQdpPeLwRCqZd86pXZT/wlTcBc14z5lAY2Eu3cIe/+1F5BJSd3B245bqCeK7gYdD6T8sLhivVpNnK+KCnUiVQkinEYguFj4vU5xOg0R2tafVL9EeagxE7W6NZyvtrYWh8OBVqttN0FxHGkxntqF7CkKmlm5eag1rdc49I3yzskaHIcuRGlv+OQTvA0NaLt1I3zKZP68+y/YPXZ6qkxMtRRz0Ned627/77PWdDoT1+SMpvqjN5FkH25JR6W9kQSj+bzPIzh3VKoQxoze32XXPh+GDRsWZEzn5eWxYMECDh06hEajCRhFQMDbkJ+fH2jTaDQMGdKq/JidnY3ZbCY/Pz/Ia3E28vPzKSsr4/rrr//+nduwbNky5s6dG9Q2duxY/va3vwFK2OFrr73GlClT2LZtW8BrvHTpUl5++WWOHz+OxWLB4/EQHn7uxeoLCgrYtm0bn3zyCaDcgzvuuIPFixe3M5769esX+HdiYiIAVVVVpKamkp+fzwMPPBC0f15eXpDownXXXceJEyf47rvv2Lx5M+vXr+evf/0rzz//PM8888w593nPnj1n9UwBLFiwAKvVyo4dO4K8X9D+GcmyzEMPPURcXBxff/01ISEhLFq0iBtuuIHt27cHxuoP2fMza9Yshg0bRllZGUlJSbz77rtMmzbtvJQBfygi50kg+B42HanmOrWisPNVrKLEMyJpBI61SvyuMTcXyRzFkW1K0cjs4YmUHTlMTUkRGp2enFFjad6keKtCB8bz7c7v8Pl89O7jpdxRymeSkqD6bGYShnNQvToTiW4l0bzSrMdiafzB5xEIBOfOMZuyspvVLt+p4/pO/hyOpKQk1G1kzT01drx1DlBJ6HtEBNqVkD1FWKZtbSenzc3xXUqJgpyWoriy10vdm28BEDV7NjXOOt4//D4A88oKkYAvU+ZybffWsKPzITkhDdliJRzl/XK07tQPOo/g3JEkCbXa2CWfS82rmJCQQGVlcHHmyspKwsPDA16n5cuXM2HCBAwGQ+CYqqqqoGM8Hg91dXWBxYvy8nJ2797dTukuNDSUzMxMMjMzGTJkCIsWLcJqtfLPf/4TUMIIZ82axdSpU1m5ciW7d+/mqaeewuVynfOYFi9ejMfjISkpCY1Gg0aj4W9/+xsfffQRjY3Bv+P+8EYg8Gx8Pt85X8t/jlGjRjF//nzWrl3LCy+8wG9+85vz6rP/Xp+NUaNG4fV6+eCDD9ptO/0ZbdiwgZUrV7JkyRJGjBjBwIEDee211wgJCeGtt5T3mcvlYs2aNUHG05AhQ+jRowdLlizBbrfzySefMGvWrHMex49BGE8CwfewsaCKUaoW40lWapuMSRlDs19lb8oUSvLrcFjchITrSO0dxb51Svxvr+GjUNtUOA4rho27Xyh79ypep8TEbXzCT3ChZ3C4kSkxEe0vfh6kSh4AKkLDOLD9ix91LoFAcG74PU+ZbUL2AJothwAIMwWHx506pRgc3bp1C2r3h+zpuoej0rd6l4oP7sPe3ESIKZzUPq0rz0e3V+Jx+4hKCiU+TVnpbv5iPe7iYtQREZhvvYVF+xfh9DrpIxsZbbfyje8abrj1h08uJJUKp6qGSJ/S16M1naMKJrg82bp1a9Df3333HVlZWfTu3RuPxxO0vba2loKCAnr3bv1+eDweduzYEfi7oKCAhoYGcnKUsNe8vLwg0QGAdevWkZeXF/h72bJl3HTTTYG/8/LyaGhoYOfOnYG2DRs24PP5Ap6wFStWMHz4cKKigotSn44kSahUKux2pa7b5s2b6d69O0899RSDBw8mKysrIAZzLng8Ht5++20WLFjAnj17Ap+9e/eSlJTE+++/f87nysnJ6fD+fx/+Z+MP79PpdHi93rMe069fv3bP4XRyc3P57LPP+N3vfsef/vSnoG2nPyObzQYQFA7p/9tvHH711VdERka2Cw+cNWsW7777LitWrEClUnWq1HtQ3y7KVQSCy5QaixN3+QHipQbK9KEctp5CJakYocrCcegQqFSYJowPeJ2yBsXhtFsp+E5Rxuo/YQqWb0pBBkNOFFsObsfn89G3r50il40vJSX59akeST96la93S2xwpT6S4q07v2dvgUBwIfAr7WWdJlNusRwGwNQm3wlaPU/+ejJ+zhSyd8Qfsjd0OKo2nqpD3yohe71HKO8OWZap/ddiAMx3/pRKXyMfHvkQgEcrTiLLEgd6/5Lu0aE/cKQKHqONSI+iCFjYUP+jziW4siguLuaXv/wlBQUFvP/++yxcuJCHH36YrKwsbrrpJu677z6++eYb9u7dy1133UVycnLQJFqr1TJv3jy2bt3Kzp07mT17NsOGDQuE7D3wwAOcOHGCxx57jMOHD/Paa6/xwQcf8OijjwJKCNuOHTuC5MRzcnKYPHky9913H9u2bePbb79l7ty5zJw5M5A7c7rKnh+n00lFRQUVFRXk5+czb948LBZLQM48KyuL4uJilixZwvHjx3n55ZcD4XfnwsqVK6mvr2fOnDn07ds36DNjxgwWL158zud6+OGH+de//sUbb7zBkSNHePbZZzl4MLjm45gxY/jHP/7Bzp07KSwsZPXq1Tz55JOMHTs2EGqYlpbGpk2bKC0tpaampsNrPfvss7z//vs8++yz5Ofns3//fv7whz+022/48OGsXr2a559/PlA7qqNnlJeXR2RkJD/72c/Yu3cvR44c4X/+538C0vRw5mc0a9Ysdu3axYsvvshtt92GXq9vt09nIIwngeAsfHushutUitDDN8nKCtmA2AGovlGME+PAgchhEZzcp7xksobEc2jjerxuN7FpGcTGp2Pd2RIyMMjM3r17kSQfcfHf8SF34kPN+Ohw8sw/XiFvYJISV1yuTsBddu4ueIFA8MM5avPLlLctgtuMw6F4mMLCsgPtDocjIHPc1vMke3yK0h7BxpPP5+XYDmU1ueewkYH26uIWcRqNRM+hSgK9ffduHHv3Iel0RM2axT/3/xO3z80Aj56hDierGMnt03/8qqwqXofZpXjgy06TQhZc3dx9993Y7XZyc3N56KGHePjhhwP1lN544w0GDRrE9OnTycvLQ5ZlVq9eHRSKZjQamT9/PnfeeScjRowgLCyMpUuXBranp6ezatUq1q1bR//+/VmwYAGLFi1i0qRJgOJBys3NJSYmJqhf7777LtnZ2Vx//fVMnTqVkSNH8vrrrwOKEMT69es7nJivWbOGxMREEhMTGTp0KNu3b+fDDz8M5CLdeOONPProo8ydO5cBAwawefPm88odWrx4MePHjycion3UyYwZM9ixY8c5F+W94447eOaZZ3jssccYNGgQRUVFPPjgg0H7TJo0ibfeeouJEyeSk5PDvHnzmDRpUlBo3QsvvEBhYSE9evRoV4POz5gxY/jwww9Zvnw5AwYMYNy4cWzbtq3DfUeOHMmqVat4+umnWbhwYYfPKCYmhjVr1mCxWBg3bhyDBw/mm2++YdmyZQFP05mMp8zMTHJzc9m3b99FC9kDIRghEJyVzcdquaElZO+bUCNYYGTySJqXKC7rsPHXU7ivBo/TS3iMgbg0E58tVML5+o+fgm1nJXh8aLuFsavsoJLr1LuRw24DW6XhSMBTGYkXpK/XJmTBsXwsUjj2UFHrSSDobNw+mUK7slDRtsaTxaLUX9HrE9BqzYF2f8heZGRkUJFHV3EzssuLKlSLNrHVM1R25DD2pkb0oaF0y2mVO8//VgmXy+gfS0iYIhBT98YbAETcdBN1Rh+fHvsUgEeqinHLaupyf0102I9flY3K7onZ6QATVMvq7z9AcNWg1Wr5y1/+EhBZaEtkZCRvv/32957j1ltv5dZbbz3j9jFjxrB79+4Ot50uKOAnKiqK9957r8NjPv/8c9LT08nMzAxqf/PNN9vVW+oIvxR3W9pKpz/33HM899xzQef1s2LFijOeNzc3N6jO1uk1twYMGNCu7cknn+TJJ58MamvrEXriiSd44oknznhNUEQ/lNSCVmbPns3s2bOD2s72nAoLC4P+vu6667BYLIBicHb0jAYPHtyu2LGfXbt20dTUFFAaPJ3TwxUvBsLzJBCchV3HTzFEVYAb2GpXwmRGmPpha4nLNl1/fWvI3uB4Ko4doa7sFBq9nuzh12H9TjlGOyi6JZbbR3zCbj5iJgAz4iPJCTs/RaMzEabVE+VTPGC1iRfmnAKB4MwUO5y4ZZkQlYokfesKerNFURALOy1k74z5TscbANBnmpHaqOAd267kLGRcOySgsudxezmyXXnn9B6hhB25y8poXr8BgKif3c2/D/0bt89NX4+OQU4nK1RjuX1Cq+fqx5DdZxxmq2Iw1p5HDSCBoLMZOXIkP/3pT8/rmLCwsA5DzgSdww95Rh6Ph4ULFwZ5Kbsa4XkSCM5ASZ2N5MZd6HUevovqhs3rIMoQReLeciq8XvQ9e+KLSqD44DFACdnb/ZmiDNMzdzi+IgfeBicqo4ZD7iJcLhcZGQ0UeAzslQaiBn6dfuZaCj+EBHcNdfoYKqMuTtyvQHA107Y4rqpNzmJrvlN20P5+4+n0fCdni/Fk6GEOtMmyzPEdivGUOWRYoL3oQC1Om4dQs55u2UqIX/3SD8DnwzhsGI6UWJZuVUKdHqw5hVtWYx/2CEbdhfm5z87KxbzhK+W66nOXZBYIOpvzqa3kZ+LEiZ3QE8GZ+CHPKDc395yl6i8WwvMkEJyBLSdquU6l1NfYHJcGKBLl1pYVXtP46zmxpxqfVyY6OZSIWB2HN28CoPfo67G0eJ30A2PYun0bIJPafT+fchsAt8RHkhZyYY2ceKeSN1FlMrZz6QsEgguLXywi8wxiEW3znXw+X4eeJ5/Li6tEEWBoK1FeV1pCQ0U5ao2GtP4DA+1+T3fPIfFIKgmfy0XDh4owRORPf8rSgqXYPDbSvVpG2R2sUI3hlnGtamQ/Fp1ej6lWMRobJDNe8Z4RoKih+UUBfgizZ8+moaHhgvVHIOhMhPEkEJyBLcdrGa5S1Gq+VSmThZExuVi+UZT0wtqG7A2J5/jObTitVkzRsSQlZOE8Ug8SFJrraW5uJjm5luNeNbukXCTgkbT4Dq/7Y+guKV/pCkMEp0oKLvj5BQJBK0c7kCmXZW8g56lt2F7b4rjx8a3ffVdRE3hl1BF61FGtRpg/ZC+1b390IUp4nMPqpnC/Eprbc6jitW7+fC3eujo08fFoRufxbv67APy/2nI8shr70AvndfJjqLYhyV68koZTlo4VuQQCgeBKRRhPAkEHyLLMoWPHyVaVUKVWc8ReiYTEtSVqZLsdTWIickomZS3ywlmD4zm0SRGR6H3dWKwtRpU+y8y2/TsBmR6ZBQGv081x5qAE8wvFoO6K4l6lJob9n6+74OcXCAStHAso7bV+l+32Ynw+OyqVHqMxLdB+puK4fpU9fY+IoHIFxwIhe61eoxO7q/F5ZKKSQonppghO1Lckwpvv+AnLCldS56gjwadhktXGStUYbh47/EIOGQC3uhkzDQDklx+/4OcXCASCSxlhPAkEHXCixkoP6x4AvolLB6BPdB/kTYqqi2ncOAr31yLLEJtqQq1xcHKPIl+eM3wM1h2K8VSfKVNZWUl0dC1Fsoft0jAk4OFO8DoBDE1TFLlqpFjqC6u+Z2+BQPBDkWU5KOfJT3NLyF5oaE8kqdVIOpNYhPNEAwD6DHOgzVJXS8WxIwBkDGqN9T+yrQKAXi1eJ0d+Pvbdu0GjIeK2GQGv0711VahkCeuQeYTqL3xqs76bkUiv0u8j5SUX/PwCgUBwKSOMJ4GgA7YcryVPdQiAzRHRAIxIGo51o5LTFDZuLCd2K/VaMgbEkv/NV8g+H4lZvQipMyDbPagj9OytUMJ3evYqYSU3AzAtNoLs0M5Rw0sJj8MoW5ElFVXhl44yjUBwpVHj9tDo8aIC0tvkLlpalPZOL45bWloKnJbv5PTgOtU+3+n4TqVmSmJmL8IiowBornNQeqQBUMKEAerfXwJA+MQJfOcqoKipiFBZzU0WK1+Qy03jLozC3ukkD7qWKHcTACcaRaFcgUBwdSGMJ4GgA/zGkwfY4mkAYJQ9BU91NVJICOq+11JyuA6AjGtjObRJEZHoM/p6rDsVr5PvmjDyD+djMDTRqCnnO0YAMDe1c7xOAJIkkeBVrl8dIxT3BILO4niL16mbQYdB3fpT2prv1CoW4XK5qKpSPMHJycmBdufJJvCBOsqAJrI19O/ELsV46jF4aKDtaIs8eVKWGVOUAZ/NRtOqVQCY75gZ8Drd2tSIUZYp73MfJkPnLKBcO2ACUQ4bAOWSmEYIBIKrC/HWEwhOw+eTOXr8KJmqMg7q9TR57Zh0JhL3KyEzocOGUVLQhM8jE5lgRPbWUV10EpVaQ4+coTiPNQBwWFWKz+cjO7uUz5mKV9KQZw5lQHjn1kaJdyhGXVWEqPUkEHQWJ+yK8ZRxmmKmpYMaTxUVFciyTFhYGCaTKdDeGrLX6nXyuFwUH1QKc6dfOzjQ7q/t1DNXWXxpWrsWn9WKNjWVip7RbC7bjATc2dTINl82kybdcIFG2p6YmGSirYrxVKMN/Z69BQKB4MpCGE8CwWkcqWom26FU2N4W2x2A3IRcbF+3qOxdNyooZK9gixLKl9b/WnyHLSCDJt3EroN70GicaMOP8iUTAHgwJa7T+x9nVyp5VxpN37OnQCD4oZxs8Tyltcl3crubcDiU8LywsF6B9rKyMkARi2grCuEXi2hb3+nU4YN4nE5CI6OI7a7kWzZU2qg9ZUGlkuhxrfIOafzoYwDMt97C+wXvAzDK5qKbx8u+7rNJiLjwgjRtiWxQxl+rMZ99R4HgKua5555jwIABgb9nz57NzTff3CXX/qG8+eabmM3mc94/LS3tR8nWXw4I40kgOI3tJ+sC+U7bQhVFqzxTP+x79gCgHzaSooO1AKQPiKFg89cA9Bo2CusuJTTnVJIVq9VK9+4lfMlIbFIoPUL0jI/u/KKSKXKLXLkuGpu1udOvJxBcjbR6nnSBNotVCdkz6JPQalu9SW2NJz8+uwd3mbLQ0TbfqXDPDgDS+g8MGFrHd7eE/GVHYgjT4iouxrZ9O0gS6qnXs/z4cgB+1ljPUV8yo6beeWEH2wHmOjsAtapovD5fp19PIAClntTAgQPR6/VkZmby5ptvdrjfPffcw9NPPw1AXV0ds2bNIjw8HLPZzJw5c7BYLO2O2bhxY6CA9ezZs5EkKfCJjo5m8uTJ7Nu3r1PGtWXLFtRqNdOmTeuU8wPYbDaeeOIJevTogcFgIDY2ltGjR7Ns2bLAPh0ZPnfccQdHjhy54P1p+4x27drFhAkTMJvNREdHc//993f4jIqKiggJCelw28VEGE8CwWlsL6wnT3UIF7Db3QDAwCI1eL3oevSgotGAx+UjLEqPRC11ZadQa7WkxPTBW+dA0qvZX30E8BGffJQ1TAfggdRYVG1WnTuL6/oq6lyVqnh2rlzV6dcTCK5G/J6ntmIR1pZ8p9A2XidoNZ6C8p2KmhQvdbQBdXjrOU7u2aWcd0BryN7xXYqnu8e1sQA0fPKJcp2RI1nRvAW7x066W2aIw8k3MT+hV2KrMdZZhFqUWk9uSUdRY2WnX08gOHnyJNOmTWPs2LHs2bOHRx55hJ///Od8/vnnQft5vV5WrlzJjTfeCMCsWbM4ePAg69atY+XKlWzatIn777+/3fmXLVvGDTe0hrtOnjyZ8vJyysvLWb9+PRqNhunTp3fK2BYvXsy8efPYtGlT4H1xoXnggQf4+OOPWbhwIYcPH2bNmjXcdttt1NbWnvW4kJAQ4uIubNRM22dUVlbG+PHjyczMZOvWraxZs4aDBw8ye/bsdsctW7aMsWPHEhYWdkH7c74I40kgaIMsyxSfLCBNVcmekBCcsodoQzShO1uSwEe1huz1GBBHwRbF65Q+YDDuAw0AuLINFBUXER1dyg6yqJHiiNaquS0+6qKMYVj2INSyB5ekp6D42EW5pkBwNSHLMiftLgAy2oTtWaxHAQgLzQq0ORwOamqUQrKJiYmBdleholanS2s1dJqqq6grLUFSqejeb4DSVmOnurgZSVLChGWvl8ZPPgUg4tZb+PDIhwDc1VhPk2yk54R7L/BoOyY01UwUSn7l7hMHL8o1r0ZkWcbq9XbJR5blc+7nmDFjmDt3LnPnziUiIoKYmBieeeaZwDnq6+u5++67iYyMxGg0MmXKFI4ePRo43h8a9umnn5KVlYXBYGDSpEmB+mgAf//730lPT2fBggXk5OQwd+5cbrvtNl566aWgvmzevBmtVsuQIUPIz89nzZo1LFq0iKFDhzJy5EgWLlzIkiVL2hkpy5cvDxhcAHq9noSEBBISEhgwYACPP/44JSUlVFdXB/aZP38+PXv2xGg0kpGRwTPPPIPb7T7n+wZgsVhYunQpDz74INOmTWvnTfvqq6+QJIn169czePBgjEYjw4cPp6CgIGi/3//+98THx2MymZgzZw4Oh6Pd+J588kmmTp1KWloagwYNYt68edx7r/LOGDNmDEVFRTz66KMBj1vbZ9OWFStWMGTIEAwGAzExMdxyyy1nHN+iRYswm82sX78+0Nb2Ga1cuRKtVsurr75Kr169GDJkCH//+9/56KOPOHYseA6zbNkybrzxRtauXYvBYKChoSFo+8MPP8y4cePO2JcLxYUvACEQXMaUNtjJsOwGHWyN6Q7YyI0fguVrxUgyjhxJ0SfKKk1a/2jWvNoSspc7Cvs6ZYJ0RK8IS2T0OMWf+C8A/isphhD1xVmr0Km1xPsqKVMnUxam/v4DBALBeVHp8mD3+VBLkGpo43lqMZ5C2xhP5eXlAERERAStljoLW4rjprWG8p5sCdlL6pmNoSVk2O91SuoZSYhJh+Xrb/BUVKCOiOBY30gKNxRikCWmWays0t3I7dkpnTHkduSMGk1MVSW12lgOlhQyY9BFuexVh83no8em/V1y7ePXXUOo+tx/Q9566y3mzJnDtm3b2LFjB/fffz+pqancd999zJ49m6NHj7J8+XLCw8OZP38+U6dO5dChQ2i1iiqkzWbjxRdf5O2330an0/GLX/yCmTNn8u233wJKaNv48eODrjlp0iQeeeSRoLbly5dzww03IEkSW7ZswWw2M3hwqyd3/PjxqFQqtm7dGpj0Hzx4kKqqqjNOvC0WC//+97/JzMwkOjo60G4ymXjzzTdJSkpi//793HfffZhMJh577LFzvm8ffPAB2dnZ9OrVi7vuuotHHnmEJ554Iig/EuCpp55iwYIFxMbG8sADD3DvvfcG7s0HH3zAc889x6uvvsrIkSN55513ePnll8nIyAgcn5CQwOrVq7n11luDhGv8fPzxx/Tv35/777+f++6774z9XbVqFbfccgtPPfUUb7/9Ni6Xi9WrV3e47x//+Ef++Mc/snbtWnJzW2vWtX1GTqcTnU6HStU6RwoJUQSvvvnmGzIzMwFoaGjgm2++4Z133iE+Ph6z2cxHH33EnDlzAMWbtXTpUl588cWz3u8LgfA8CQRt2F5YxxCVspqz3agkXI92dMdbXYNkNNIc0wuH1Y3eqEGlqqaxsgKNXk+SoQey24cqSsf+E4fQG5qpNTjIl/qiAv4rKfosV73wxLsVA6+yk5PGBYKrkRMtIXspBh1aVesEpyPjqaN8J9njC9R30gUZT0qh7aCQvZZ8p8yBSsheY0t+QvgNN/CfQuXfUyzNhMoyqtw57SZcnUWfPsOJbqn1VOJxXpRrCi5tUlJSeOmll+jVqxezZs1i3rx5vPTSSwGjadGiRYwaNYr+/fvz7rvvUlpayqeffho43u1288orr5CXl8egQYN466232Lx5M9u2KdL9FRUVxMcHl/qIj4+nqakJu90eaPN7J/zHnB5yptFoiIqKoqKiIuiYSZMmodO15jCuXLmSsLCwgErm8uXLWbp0adAk/+mnn2b48OGkpaVxww038Otf/5oPPvjgvO7b4sWLueuuuwAlVLCxsZGNGze22+/FF19k9OjR9O7dm8cff5zNmzcHvEt/+ctfmDNnDnPmzKFXr1789re/pXfv3kHHv/7662zevJno6GiGDBnCo48+GjC+AKKiolCr1ZhMpoDHrSNefPFFZs6cyfPPP09OTg79+/fniSeeaLff/Pnz+ctf/sLGjRuDDCcIfkbjxo2joqKC//u//8PlclFfX8/jjz8OtC4+AaxevZp+/fqRlJSEWq1m5syZvPfee4Ht69evp6GhgRkzZpz5Zl8ghOdJIGjD9sJ67lUVYJMk9rfkO2UfseNCkSgvOqysFqf2juLId4r6Xo+BubgOKftWdndjybeQmVXIWiYCMCkmgmSD7vRLdSpxtkYwQJWpa+OCBYIrkZP29vlOLlctbncdIBEamhlo78h4cpVawCOjCtWiiVFWWD1uN8X7FZXPtP4DAaUwbuXJJpAgfUAsPpuN5pbQF/Xksaw7/N8A3N5kYZM8gImjhnfSiNuj0eqItlvBCDV6sUjTWRhVKo5fd02XXft8GDZsWJDxnpeXx4IFCzh06BAajYahQ1vrlkVHR9OrVy/y8/MDbRqNhiFDhgT+zs7Oxmw2k5+f327yfSby8/MpKyvj+uuvP6++L1u2jLlz5wa1jR07lr/97W+AEnb42muvMWXKFLZt20b37ooS79KlS3n55Zc5fvw4FosFj8dDePi5C0MVFBSwbds2PmnJY9RoNNxxxx0sXryYMWPGBO3br1+/wL/9IcBVVVWkpqaSn5/PAw88ELR/Xl4eX375ZeDv6667jhMnTvDdd9+xefNm1q9fz1//+leef/55nnnmmXPu8549e87qmQJYsGABVquVHTt2BHm/oP0z6tOnD2+99Ra//OUveeKJJ1Cr1fz3f/838fHxQYZqW4MLlFy2YcOGUVZWRlJSEu+++y7Tpk07L2XAH4rwPAkEbThy/CSZqjJ2GvR4ZB/JYclodirx/KEjhlO0X/HopPaN5ti2zQD0GjgSx5F6APIdRUiSF3PCKb5mDACzk2Mu+jhim60AVOrNF/3aAsGVzokOjCe/1ynEkIJa3VpjrUPjqSVkT5cWHphslh4+iNvpwBhhJi5NmWz48yuTMs2ERuhp3vAlst2ONjWVtcYTOL1OMl0e+rpcFGbcSXgnFcU9E1GWFsU9XeeriF6tSJJEqFrdJZ+L5cU8VxISEqisDBYnqaysJDw8PBDmtXz5ciZMmIDBYAgc4y9Q7cfj8VBXVxfwrJSXl7N79+52SnehoaFkZmaSmZnJkCFDWLRoEVarlX/+85+AEkY4a9Yspk6dysqVK9m9ezdPPfUULpfrnMe0ePFiPB4PSUlJaDQaNBoNf/vb3/joo49obGwM2tcf3ggEno3vPJUutVoto0aNYv78+axdu5YXXniB3/zmN+fVZ/+9PhujRo3C6/V26IU7/RkB3HnnnVRUVFBaWkptbS3PPfcc1dXVAcPL5XKxZs2aIONpyJAh9OjRgyVLlmC32/nkk0+YNWvWOY/jxyCMJ4GghXqri8i63QB8F6lMdPIiB2LfpahfyX1yqS21IEkQGtFMY1UlGq2OOCkFfDLuBDVHC48RHX2KLdK12KVQMkJ0jIq8+N6f7pLyUqrQxGHvYklPgeBKw6+015FYRGhYa8iezWajvl5ZWGlrPDlbxCLa5jsV7VPePWn9ByK1rLae2NNST65FZa9p5UoAwqdN4z9HPwLg9qYmSnyxDJ1wx4Ua3jljblAmXLWayIt+bcGlx9atW4P+/u6778jKyqJ37954PJ6g7bW1tRQUFASFlnk8Hnbs2BH4u6CggIaGBnJylILTeXl5QaIDAOvWrSMvLy/w97Jly7jpppsCf+fl5dHQ0MDOnTsDbRs2bMDn8wU8YStWrGD48OFERZ1d1EmSJFQqVSBEcPPmzXTv3p2nnnqKwYMHk5WVRVFR0dlvUhs8Hg9vv/02CxYsYM+ePYHP3r17SUpK4v333z/nc+Xk5HR4/78P/7Pxh//pdDq8Xu9Zj+nXr1+753A6ubm5fPbZZ/zud7/jT3/6U9C2059RW+Lj4wkLC2Pp0qUYDAYmTFBqZH711VdERkbSv3//oP1nzZrFu+++y4oVK1CpVJ0q9d4WYTwJBC3sKKpncCDfSVlZGVkXg+x2o0lIoKxRaUvIiODUQeVF3L3/tTgPKpOjwpgGZFmme3oR65gMwM+SYy6KPPnpTBmuJNU2SRF8+dnyi359geBK5myep47EIqKiogKrtbJPxlXkN55alfaKDyghe92vGQCAw+qmvKWIbnr/GDz19Vi+UUKFK4ZncqzhGDoZplmtfB0xnV5J5gs9zO8lotkDQJ0UicMt8p6udoqLi/nlL39JQUEB77//PgsXLuThhx8mKyuLm266ifvuu49vvvmGvXv3ctddd5GcnBw0idZqtcybN4+tW7eyc+dOZs+ezbBhwwIhew888AAnTpzgscce4/Dhw7z22mt88MEHPProo4ASwrZjx44gOfGcnBwmT57Mfffdx7Zt2/j222+ZO3cuM2fODCxonK6y58fpdFJRUUFFRQX5+fnMmzcPi8USkDPPysqiuLiYJUuWcPz4cV5++eVA+N25sHLlSurr65kzZw59+/YN+syYMYPFixef87kefvhh/vWvf/HGG29w5MgRnn32WQ4eDFbBHDNmDP/4xz/YuXMnhYWFrF69mieffJKxY8cGQg3T0tLYtGkTpaWlAZXQ03n22Wd5//33efbZZ8nPz2f//v384Q9/aLff8OHDWb16Nc8//3ygdlRHzwjglVdeYdeuXRw5coRXX32VuXPn8r//+7+BELwzPaNZs2axa9cuXnzxRW677Tb0en27fToDYTwJBC3saBGLaJYkDnuVZO6MY0r4W+iwYRQdUEL2ul8TzbHtyopOVp9hiuSwBIcbi9DrLZSG6CiW0jCo4I6EiyNPfjqZWX2JlJX+Hqou+Z69BQLBueKTZQoDBXLPbjx1FLLnqbbhs3mQtCq0SaEA2C3NVJ48DkBqX2VltehALbJPJjo5lPDoEJrXrgOPB33vHJZ7FW/4RKuVUK9E1PDZnTTas5OclIBWdiFLavYc39MlfRBcOtx9993Y7XZyc3N56KGHePjhhwP1lN544w0GDRrE9OnTycvLQ5ZlVq9eHRSKZjQamT9/PnfeeScjRowIeCD8pKens2rVKtatW0f//v1ZsGABixYtYtKkSYDiQcrNzSUmJjhU/t133yU7O5vrr7+eqVOnMnLkSF5//XUArFYr69ev73BivmbNGhITE0lMTGTo0KFs376dDz/8MJCLdOONN/Loo48yd+5cBgwYwObNm88rd2jx4sWMHz+eiIj2ddlmzJjBjh07zrko7x133MEzzzzDY489xqBBgygqKuLBBx8M2mfSpEm89dZbTJw4kZycHObNm8ekSZOCQuteeOEFCgsL6dGjB7GxsR1ea8yYMXz44YcsX76cAQMGMG7cuICox+mMHDmSVatW8fTTT7Nw4cIzPqNt27YxYcIErrnmGl5//XX+8Y9/8N///d+B7WcynjIzM8nNzWXfvn0XLWQPQJLPR8j/CqGpqYmIiAgaGxvPK7FPcGVzx6vreafqdrYatfwiIY4UUwqvvmvEcfAgcf/7B/6zIRyP28f0h9L5z2/nIUkqfnbvAuwbKrB0gyU16+nefT9ruw/jS2kCt8VH8krv7l02nrGfLyFfl82s4i9Y8LNfd1k/BIIriVKHi0FbDqGWoPC6/mhVErIs8/U3Q3C76xkyZBnhpr4AfPjhhxw8eJAJEyYwYsQIACxby2n45Bj6jAhi71cSwI9u3czyP/+OqKRu3PPS3wH4/J8HOLazikGTuzPs5h4U/dfd2LZvJ/rXv+SW0DdpcjXxj/IqnI4+5D21DoP24pclKC8rZtqh/ZSpk3ms5lt+eftDF70PVxoOh4OTJ0+Snp4elBNyqTNmzBgGDBgQ8DCcL2+++SaPPPJIu7o958ONN97IyJEjz0sm/OOPP+bpp5/m0KFDP/i6gnPnhzyjXbt2MW7cOKqrq4OM7R/C2b5f52MbCM+TQAA43F405bvRSV52mBRZ8WHGvjhaXqgNMX3wuH2EReqpKVZWgpKze+MpUPKJTobXATLRyRVsQZkk/TSxa7xOfuIcSjhhlSm0S/shEFxJ+JX2UtvIlLvctbjd9YBEqLFHYF9/2F5byd/W4rht8p1aQvZSr1G8Tl6Pj+KDLfXk+sXgLi/H1pILcrB/JE2uJmI8PoY6HJSl394lhhNAYlIqsW6lUG6hkCsXdDEjR47kpz/96XkdExYW1mHImaBz+CHPyOPxsHDhwh9tOF1IhFS5QAAcLGtkgKzkO+02RYDPQl5FGMgyuswenDqlxPZ3vyaG4zuUpO2e1wzHvd2CLMkU1JwgPLya3ZqeOCQjqQYteeaulQmPa26GcKg0Cu+qQHCh6Eim3Go5AkBISKvSntPppK5OMSza1qZxniXfyR+yV3asAZfDS4hJS3xaOHVvfQKyTMjgQSyzKHlP0y0W6uQI+o29vVPGea7EOpqVsgghxi7th0BwPt4MPxMnTuyEngjOxA95Rrm5uecsVX+xEJ4ngQDYXdzAEFUBTgkOyDYAuh9VJjmhw/IoyVcmQQnpOk7lK0mY3YxKbkN9kpeGpkYSE0+yEaU6+R0J0V0iFNGWWIuinlOpvbgFegWCK5kTHSjtteY79Qy0+SWVTSYTYWHKQoq32YW3zgES6FJNADTX1VBfdgpJUpHSWwnjK9ynJGp3vyYGSSXRvG4dALrxY9h4SimeeYPFyleG6+mb0rXf75iWsgjVhvZ5G4Krh6+++uoHh+wBzJ49+0eF7AkEFxNhPAkEwJ7iWgaqjnBAp8ct+4gyRKHacQAAuX8ejVV2JJWE03IUWfYR2z0duVCR6T0eUoVK5UGOs3FIugYJmZ90ccgeQE+TkpBZJcVRUVraxb0RCK4MCu3K9z7te8QiKioqgNNC9koUIRpNnBGVQQn88BfGjUvvgSEsDFmWA8ZT+jUxuKuqsO9WZMy3ZMl4fB56Ol30dLvRDPqvLq/FE92gyDZXa7v+nScQCAQXA2E8CQRAc9E+wiU7O0KV1eDrtL1xFxWBSkVNSBoACenhFO1X8g569h+Oq7gJLz6O1JwkOrqEryUl12lUpIkUg65LxtGWadN/SohsQ5ZUfLZ+RVd3RyC4IihqCdtrazz5azyFnaPxpEsxBdqKT8t3qiu30lTjQKWR6JYTSfMXXyghe/3780mj4nW60WJlp68nY0aMvODjO1/iXIrxViPFYHeJvKcLxVWo5SUQdDoX6nsljCfBVU9Vk4NuVsXLtCtcCYHJK1cmN4Zr+lJ6QgnjS86OoGjfHgBSTNkgQ1WcHbvDQXxSMV8zBoCfJl4aYXKmiEgSfEro0HF3cxf3RiC4/JFlmWKH4nlKbVkgkWX5vD1PfuNJluV2+U5F+xWhiG69otAZNIGQPe/oXPZW70Ulw1SrlSPxU4gM7fpFmmv6DUAnO/BJar7Zsamru3PZ40+Kt9lsXdwTgeDKw/+9+rHiE0IwQnDVs7ukgQHSMbzAPpUHZEg7qcTxG4fkcuqwku9kCKnBZbcRYgpHV6nGCRQaa9HaHVSEh1EjxRGmhskxl07sf5yzlpPGdCrDLh/JW4HgUqXO7cXi9QEEvMsudy0eTyMgYTRmAOD1egM5T37jSfbJ7Yyn+vIyLHW1qDUaknvlAARU9rr3jcZTX49t23YANvf0QSkMcTgweyTi82ZehBF/P7ljJhG36XNOqVPYeuwAE4ZP6OouXdao1WrMZjNVVVWAUvuoq0MzBYLLHVmWsdlsVFVVYTabUat/nEKpMJ4EVz17Shq4VXWcozotFtlNqDYU3b5juAF7xiCcxzzoQjQ0VOQD0OOaoThPNuLDx/H6EqJjivlaUsJnpsVGEaK+dBy68dYmMEJlqOn7dxYIBGfF73VK0GkD33ObVSluazB0Q61WFilqa2vxer3odDoiIyMBpTiu7PQqxXHjlfIBp/L3K+fL7IVWb8Dl8FB+vBGA1N5RWDasAa8XfU4OK+xKEcrJViubpf6M6NfrIo367Gh0OuLcdZxSp1AuZhQXBL/B7TegBALBhcFsNgdFA/xQxKtOcNVTUFhClqqUdw2KItYIXQ7u4u9AkqhWJQKldOsVSeHenQBkxA2AcqiKtuOwOoiNL2UrDwBwS7y5awZxBmIarRALlfrIru6KQHDZ4893Sg1pDZez2U4AEBqaEWjzh+zFx8ejUilGlqtY8Tppu4UhqRVPQmmLcmdKb6WobumRBnxemfAYAxFxIZxauxYA33W55Ne9i0qWud5q5/OUG9Bruqa2U0fE2BW58upQUVPuQiBJEomJicTFxeF2u7u6OwLBFYFWq/3RHic/wngSXNV4fTJS2W5QwY4wRS1qRI3yX31ONoePK+F7Md1kDn1ZiCSpCLebcdNEkakOndtGoSkOixROjFZipPnS8vAkOJTkyAp1PD6fLzCREwgE50/JaflOANYW48kfsgffl+/UWnft1GHFeErOUYynkkNKiHBK72h8VivWzZsB2NpLgmoY6nCg82pJH9G1tZ1OJ8ZihUghV36hUavVF2yyJxAILhxiJiW4qjlS2UyOVylwub9lQtSjUFld1g3MpeKEEkLjdRcCkJiZjeekBR8yxxtKiIkpYnNLyN6NcdFoVJdWbHpevzzUsgenZGDT5i+7ujsCwWVNUYtMeUeep7bGU3l5OQCJiYmBttPznZpqqmiqrkJSqUjqmQ1A8SEl3ym1dxTWb75BdrvRpafzqVdR+ZxotfG1eihDenbrlPH9UGKblJpy1RohVy4QCK58hPEkuKrZU9LAANUxKtRqKmUXKklF6IFCAJpTBwVCaCqO7wMgOyMP2e2jKsyCzWEnMqGCnSiVr2+Nv/RC4wZfN544WYmb31ywt4t7IxBc3hQ7lIWV7oZWmXKbtSVsr8V4kmW5nefJ5/LirlC82P7iuP6Qvfj0HugMITTV2GmssqNSSXTrFYnly6+UY0cM5HDdYdQtIXuNmTejusQWabqplHC9WimKBktTF/dGIBAIOhdhPAmuanYX1XGt6hj79cpKcn9dBu5jSgJ4jVqZ+CRlmQKFLOO1qQAURzSg11s4EpaKQwqhm17NoHBjF4zg7EiSRLxbKbhZrr+0JlwCweWG3/PUvcXz5PM5sTtOAWA09gCgqakJu92OJEnExsYC4D5lARlU4To0EYrhdSo/OGSvuCVkLz4jHK1OwrJJkf3elan8TA+1O5C9Rq657ubOHuZ5M3bSjRhkG7KkZvW6T7q6OwKBQNCpCONJcFVTWXyEaKmZvYYQAK6rjQNA16MHFcVKKIrBWIPbYccYYUYq8yIjc8JaSkxsEVtQQvZuiY++ZOVk4+xK6GFlWFgX90QguHzx+GROOYNznmy2IsCHWh2GThcDEJAoj4mJCdQS6ag47ql8pbZct+w+QKtEeWrvaOz79uGtr0cVHs7HhkOAErK3RTeMnORLLzSuW4+exPmqAShoKO/i3ggEAkHnIownwVWLzeXBXKd4lPaGmQHIKVFquGgHDqW6RR3L0ax4onr1Ho633km1phmLw0p4bDV7uRaAmy/BkD0/cc3KOCpDzF3bEYHgMqbM6cIrg06SSND7C5n6lfZ6BBZP/PLS8fHxgWNdJUoom994sjU2UFemeKySs3vj9fo4VVAPQGqfKCxfbQRANWwghxoLUMsy42x27D1uuGQXaeKdSv8rjPrv2VMgEAgub4TxJLhqyS9vor+k1HPKVytGU3SBsmrc3H0QsgwRsSGUH1XCa1LNvQEojWpGp7NxzJSCW9KRZlDTO/TSLUIb16zkaVRoYru4JwLB5Yu/xlOKQYeqxYBpFYtID+zn9zzFxcUF2lynLECr8VR6WPEmxaR0J8QUTuXJJtwOL4YwLbEpJixffQXAkRxFmW+gw4naa6D3iGmdNbwfTbxVMRArw4TinkAguLIRxpPgqmX/qUauVR3jiE6LEx+xsgm5QPEy1emSAIhP01F58hgAoRYl7K3IV0VU9Cm2MxSA6XGXbsgeQJZRMZoaVWaKKsq6uDcCweVJcQdKe1ab8r4Ibcl3glbPk9948lrdeBtaFDyTlXeIP2TPn+906rDitemWHYmnsgJnQQGoVKyOU76vY212NmtyyekW0zmDuwDENiqCGBW6Sy+sUCAQCC4kwngSXLUcOlVLb6mQfXolzOR6Swr4fGiTkqgoVQoTanUVIMvEd8vEW2qnGTs1ljoiYsrYwyAApsZe2iutE26ehVlWktFXrF/Wxb0RCC5Pihx+sYg2Snu2k0CrTLnX66WmRhFo8YftuUsVr5Mm2oDKoJRW9ItFdMtu8Wa3hOx16xWJZaMSsqfr15dvrfsBGGOzYcmYekkv0iRYPABUqOPwer1d3BuBQCDoPITxJLhqsZbsQy952BOirAZfW6mo5Wn6Dw7kO9mbWvKdUoeCDKWRTajVLk6Z43FIISTqJAaYLj2VvbaERUaS4FVWwwtdti7ujUBweVJsV7xHfrEIWZaxWpX3g994qqurw+v1otVqiYhQFlVcLcaTtsXr5LLbqC5SjK7knD54XF4qTiqiLsk9WyXKy/on45W9ZLpcRLq1ZA2/6SKM8odzbc8cVLIXh2Tku93fdnV3BAKBoNMQxpPgqsTm8hBer6z+7jcqxk9ykTLJsaS1zXdSwmvidC0S5bo6oqJK2SEptZ2mxkYH8h8uZeJakrmrwi5tQ08guFRp9TwpxpPLVYPXawFUGI3dgeCQPZVK+Xl1l7Yo7SUr+U7lx44gyz5MMbGYomIoP9GIzyMTatZjCpewfvcdAF+lKseNtdn5Tj2IfmmtAhSXIsMn3hSoKbdp/7Yu7o1AIBB0HsJ4ElyV5Jc30Vc6Sb1KRYnkQZJl9IeLAagzpAAQ002mvrwMSaVCW6vGhYfS5krMMaWBwriXesienzhLi+JeaHgX90QguDwJ5DwFZMoVsYiQkG6oVEoo3+n5TgCuMiUXyO95Kj9aAEBSVjbQGrKX3MuMfecuZKcTdUI8K2VFCXSc1U592pRLOmQPQKPVEu9W5NZLdWJqIRAIrlzEG05wVbL/VCN9VCcDxXGHuLohNzUhGQxU1il5CWqNkqyd0WMQPoubMm09PtlFVbQZi2QiUgNDIy6P2knxTUrNqkpddBf3RCC4/LB7fdS4lZyebi3Gk18swh+yB+2V9nw2N9465bunSwoFoPzoYQCSep5mPPWMxPqtEu5mHZCJzWsnzuOhh1MmI+/mThvbhSTeJmrKCQSCKx9hPAmuSg6eqiNHKmFvi1jEiDpFxUrTtz/VJUr4nrVOUdnLiB8AwKnwRsyR5exUKUIRU2Ii0agu7dVgP6ko46xWxdBssXZxbwSCy4uyluK4oWoVZo0aaBWLOJvSnj/fSR1lQGXUIssyZS2ep8Se2bgcHqoKFa9wt16txtPeFuXz0TY7O6W+DOjRrTOHd8GIa1LGW2m4dOveCQQCwY9FGE+CqxJLyX70kpv9IUoOUM9SGQBbVh6yT8YUrQ/kO0XKccjIFLkqiYoqZRdDAJgSa+6Svv8QJk6YgV6245U0LFv1n67ujkBwWVHqUNQ3k/W6QPjc6TWe3G43dXWKqmVAaa+spb5TS8heQ0UZjuYm1FotcWkZlB9vxOeTMUUZCPE14zxyBCSJT83KucfY7FQkjEZ9mSzSJFgUI7NCK2rKCQSCKxdhPAmuOvxiETKQ3+J5ijpeDUCjOROAyHgntsYGdHojUrWPWqkZu9uOLUZFnRSDQZIZGWnqqiGcN4npmST4KgDIb6zq4t4IBJcXp1o8T8kGbaDNZisEWo2n6urqlr+NhIYqIXqnK+2VHVFC9uLTM1FrtEH5TrYtWwCQevXgONXofTK5DidR197YmUO7oFybkgVAk2Rmz96dXdwbgUAg6ByE8SS46sgvb6KPdJJyjZoGyYfJqUY6eQqAWqdiEKnVSr5Trx554PZRGtKI0djIQZ1Sl2VkZBgh6svr65PQksxdFWbo4p4IBJcXpS1Ke/58J5/Pg8OhvDNCQtor7fm9U37jSRcQi1CMp8TT8p269YrE0hKydypHCSEe7HBw0pfCkP79OnFkF5Yx024jSlbeM+u3f9nFvREIBILO4fKa/QkEF4D9pxq5RnWSQzplInRdcyLIMuqUVCpL7QDYmwoB6BbRC4AyQwORUaXsbimMOzHm8ovpj7M2AVBlEsncAsH50Bq2p3ienM4yZNmDSqVHr1dC9NqJRdg9eGsVsQhtUovnya+01zMbp90TqCeX1NOMdbPiefqmm2JwjbLbORI+AlMbb9eljlqjId6teOBKdb4u7o1AIBB0DsJ4Elx1HCqtI0cq4mCL0t6gKiXExn3NKDxOL1qDmqqTygpxuMuMCw/l9hp00Q0coycA10dffpLfcU2KYSiSuQWC8+PUaZ4nm60IgJCQVCRJ+RltJxbRku+kjtSjDtXictipKSoEFJnyiuONyDKExxjQVhfjralBCjGw2qgI1YywOVBnT7k4A7yAxNsbAKgUizQCgeAKRRhPgqsOy6lDGCQ3B/UhAHQvdgLQnNgHgOgkN7bGBoz6cKjzUq6qR1I5OBmegiypyDGqSG6ZRF1OpMpKfleFOg6bVSjuCQTnSmkg50n53tvtfuOpe2Afv/EUEIvwh+y1eJ0qjh1ViuNGxxIWFU35sQYAkjLNWL9RQvYc12RiV3lIdnsIdRvplzuuk0d24YlrVt4tlSGXRw08gUAgOF+E8SS4qnB7fZjqDiADhwx6kGXCjilCCnUqZcVYq1PCb7K6DwWgPKwJs7mCPdJAACbFXp5KUlMn3IpK9uKQjKxe9l5Xd0cguCzwyTJlzuCwPZu9EABji/HkcDhoblZC8GJb3g9+pT3tGfKdyo8rNZESM80BifLDmcoCx0i7nV26IaTGXj6iNH4Sm5TFqHJdfBf3RCAQCDoHYTwJriqOV1vI4QRlGjWNkkxyoxqp2YKk01Fdo+zjsiqryskRivLeKamWiKhy9nEtAOMvw5A9gJTUDGJlJR/hcFNFF/dGILg8qHV7cPpkJCCxJdTX7g/bM6YBrUp7JpMJg0ERZHGVKx4YbaISFlzmL46blY3X7aOyUMlBjO9uxLZTUaZbE6MI1Yy0ObB1v76TR9Y5DExVQptrpRj27d7axb0RCASCC48wngRXFfnlTfRVFXKwRSxieJOyOurrPQhLvRNJJVFXehSAMFcEzZKdBmcTtdGh2KRQItUy14Ybu6z/P5Z4l6KEVREe0sU9EQguD0pa8p0S9Fq0LfWWbC1he37PU02NsvISE6Mo5ckeH55qJcdQmxiGLMtUHDsCQGJWL6pLmvG6fRhCtRgqjiI7nRBpZqexCq0sM9DuotvgqRdvkBeQ8VNuJlJW6l2t3bmxi3sjEAgEFx5hPAmuKvLLGsmRijjUsoLcr0YxhKzpSuFbc5yH5tpqQrQmpCaZU6paQkPrOahT8qGujzGjli6PgpUdkWRRpJHLTZen90wguNj4lfa6tbwzZNmL3V4CQEhIGtDqeQqE7FXZwCcjhWhQR+iw1NVia2xApVYTm5ZOWUu+U2JmBLbt2wGoy0kESWKgw8lxuQf9M1vzqS4n1BoNSW4l9LnEcPm+KwUCgeBMCONJcFVRW1JAqOTkgF4JrelWokgJN5rSADCEKpOgzJTBAJQZGzFHlrOf/gCMizZf3A5fYJIalTyMMsPlmbclEFxs/DWe/AVyHY4KZNmFJOkwGBKA9p4ntz9kLyEUSZKoOK54naJTuqPV6anw5zv1MGPbphhPe1O8AIyw2ymKzEOnuXx/nhNsyiJNhenyy9kSCASC7+PyfTsLBD8AddVBZCDfYEDyyRhPKiukNQ4lqdvrVFaUkyN74kOmzFeHKtJKkZQBwKjIy1t+N1Oj9L9UnUhdXXUX90YguPRpr7RXCEBISAqSpAbObDzpWvKdKk8o8uMJGZnIskz5McV4iu9uxL57NwBrI0sByLM70PUa36lj6mwSGxTxjPKQ6C7uiUAgEFx4OtV4qqurY9asWYSHh2M2m5kzZw4Wi+WsxzgcDh566CGio6MJCwtjxowZgeKDfiRJavdZsmRJZw5FcAVQ1ewg2XWcUxo1TZJM93oNkt2BLyyCuholNKexUpnkmNyR1EnNuHx2SiKUvKgco0Ss7vIpWNkRt94wE63swiUZWLbs/a7ujkBwyXN6gdzT853cbjf19YqnJRC2VxEsFlFxXMmjjM/IoqHShsPqRq1VYWo4iex0IkeGc9zswOz1Eu/U0nvQ6Is0us4h2eYBoFSTgM8niuUKBIIri041nmbNmsXBgwdZt24dK1euZNOmTdx///1nPebRRx9lxYoVfPjhh2zcuJGysjJuvfXWdvu98cYblJeXBz4333xzJ41CcKWQX95Mb6mYQ36xiEZlouPsPRzZB4YwN41V5RjUoaiaZcrU9YSHV3NQ1Q+AcdExXdb3C4U5OoYkbzkAx7yi1pNA8H2cXiDXbisEWpX26urqkGUZvV5PWJgiDuEub5EpTwxFluVWz1OPrFavU1o4jp1KyF51djxIEkMcTvZoBpAWd3nXSLqufy6S7MUqmfjyy8+6ujsCgUBwQek04yk/P581a9awaNEihg4dysiRI1m4cCFLliyhrKysw2MaGxtZvHgxf/7znxk3bhyDBg3ijTfeYPPmzXz33XdB+5rNZhISEgIfvzysQHAm8subyJaKKWhJ/O5Trfw/Y01WjKOwCGX1OCNJkSSvDGkmIrKcAyjbR0ddGSILSU4lXK884vIOQRQILgblLsXzlHQGz1NbsQhJkvA1u/BZPSCBNt5IU3UlDkszao2G6JTurcVxs8zYtm4DYE83xVMz1O6gIXHkRRtbZzFo5ATiZaVo8Obj+7u4NwKBQHBh6TTjacuWLZjNZgYPHhxoGz9+PCqViq1bO679sHPnTtxuN+PHt8Z7Z2dnk5qaypYtW4L2feihh4iJiSE3N5d//etfyLJ8xr44nU6ampqCPoKrj5OnykhRVXO4xfOUVGIDoDEkCQAJpfaRku/ko9xbhz0K6qVo9JKP3IjQrun4BSapWVn5Lgszd21HBIJLHLdPpsalGDbxLcaTvcV4CjmDTLk/30kTG4KkVVNxXPE6xaSmo9FqKWsRi4hPNWLfsweAtVHKgmKuw0FUv0mdPayLQpJLMZ7KwvRd3BOBQCC4sGg668QVFRXExcUFX0yjISoqioqKjgt0VlRUoNPpMJvNQe3x8fFBx7zwwguMGzcOo9HI2rVr+cUvfoHFYuG///u/Ozzv//7v//L888//uAEJLnvcZcoKaIHegNorYyxSVozrbAbAg71JEYuI8EVTIzXjU1k4GZoGQG64AYP6ytBXSWpyQAKU6eK+f2eB4Cqm0uVGBrSSRLRWgyz7sNuLATAaOzaeXG2U9oCA0l5CjyzszS6aqu0gQYSlGLvTiS8ynOJIK3EeLz5XLNf2638xh9hpJFgbwADlpss7BFEgEAhO57xng48//niHgg1tP4cPH+6MvgZ45plnGDFiBNdeey3z58/nscce4//+7//OuP8TTzxBY2Nj4FNSUtKp/RNcejjcXsIbC6hXqahSS6RWg+Ry44lKpLnBgyx7aag4iV5lRG1VUa6qJyKikv2SMpEZG3P55zv5uTZJUQ6sUsWzf/f2Lu6NQHDpUulUQvbi9RpUkoTTWYnP50SSNOj1ise6XY2ngFiEEhbrz3eK75FJ5Ukl6iEy3ohnr/Ldq+wVC5LEULuTI6GDCTdc3qI0fhIblftQbhCKewKB4MrivD1Pv/rVr5g9e/ZZ98nIyCAhIYGqqqqgdo/HQ11dHQkJCR0el5CQgMvloqGhIcj7VFlZecZjAIYOHcpvfvMbnE4nen37EAG9Xt9hu+Dq4ViVhZ4UUdCilje4zgzU4sgZDkBYRDO1DS5SInsBUBHSRFhkFYfpDcDoqCunXsmkqT8hYuMmGqVI1n73JddcO6SruyQQXJKUtxhPCbrgkD2DIRmVSoPP56O2thbooMZTYiiyz9dGpjyLE3sV4yk+PRzblzsA2J3sBGCow4Gn++WtsteWdEnxvJWrE6ivqyEy6spZgBIIBFc35+15io2NJTs7+6wfnU5HXl4eDQ0N7Ny5M3Dshg0b8Pl8DB06tMNzDxo0CK1Wy/r16wNtBQUFFBcXk5eXd8Y+7dmzh8jISGEgCc5IfnkTvVXFFLTkO/WtCQHAEq8YR/oQJfQmJa4PPnxU+OqpjQrDKRmI1vjICb1yBEnUajXJHiUMtsR4ZYQiCgSdQUWLWERCIN/pFAAhIakANDQ04PF4UKvVREZGIrt9eKqVXEptYij1FeW47DY0Wh3R3VKpPKnkO8WlhmHfuxeADZHKd3GIzUlS/8u7vlNbbrnxzpayCHo+Wfbvru6OQCAQXDA6beaUk5PD5MmTue+++9i2bRvffvstc+fOZebMmSQlKeEOpaWlZGdns22bojgUERHBnDlz+OUvf8mXX37Jzp07ueeee8jLy2PYsGEArFixgkWLFnHgwAGOHTvG3/72N373u98xb968zhqK4ArgaEUDvaSSgPHUrUyRH27QKnk/Xo+SsB2lTaRaakbSNHHcoIS3jYw0oZKkLuh155FkrQOg3HzleNQEggtNRYvnKdFvPDmUkO8QQzegNd8pOjoalUqFu8oGPlAZNajDdVSeUOo7xaZnIEkqKguV4rGRci2y3Y4vLISSGJnubjf13m70zUy9qOPrTKJjYklsKYtw3Gfr4t4IBALBhaPTBCMA3n33XebOncv111+PSqVixowZvPzyy4HtbrebgoICbLbWF+tLL70U2NfpdDJp0iRee+21wHatVsurr77Ko48+iizLZGZm8uc//5n77ruvM4ciuMxpKD1CiOTisF6H2isTdqoOGaht0gA+LDWFqCUNOruOclUZERGVrGUiAKOiorq0751BQqMFzFAWcuWNTSC4UPiNp/iWsD1Hi+fJEJICtBpP7fKdEkKRJClgPCVkZFFfacNl96DRqjCUHKAZqM6IQpYqGWJ3UGQaTh+N+qKN7WKQ7KihOKw7ZWZRFkEgEFw5dKrxFBUVxXvvvXfG7Wlpae0kxg0GA6+++iqvvvpqh8dMnjyZyZMnX9B+Cq58dNUHcQMntVqSqmUktwdHVCpOuw9JsmKtryHWkILkg8qQRowRtRyjJwDDr8Af/nSPMhks1SRibW4m1CQ8UALB6ZR/j+fJLxYRyHeqVBYCNfFGAKpOngAgLr1HQCwitrsJx55dABxM8gIw2OHEl37513c6neSmRgiD0lCxSCMQCK4cRMKD4IqnbPbLEgAAbVtJREFUyeEm3nGc4zotHglyapXcOHvPXABCW4rjpsb3xYdMpdRITVQ4HklLnMZLeoiuy/reWdw69XZUshebFManH7/d1d0RCC5JKk/LeWr1PCnG0+liEZ7KFs9TfCiyLFNV1GI8pWVQWdgiFpEWjn3XbgC+iVY8VwPsLpL7X9/p47nYJDcpYhglusQu7olAIBBcOITxJLjiOVrZTHabfKf+9eEANMcoynpqtaIKGR+WRr1kQVY3ccKQBsDwSBPSFZbvBJCYlEKCT0lUP+xu6NrOCASXKK2eJx1erxOnqxJo9Tz5jafoaEWO2+950sYbaa6pxmm1olJriO6WEhCLiInw4qmsRFarOZIok+T2UOdNpW9GykUd28VgdO9BgFJo/MsNK7q4NwKBQHBhEMaT4IrnSKWFLOkUh1vyFtJaFPQbNYpYhMuqhOKEuk1UqhoIj2iVKB9xBeY7+UlxKDdC5CMIBO2xeLxYvT5AqfPkcJQCoFYb0WqjcDgcWK2KpykqKgqf04u3QfG0aOONVBUqXqfolFR8PhW1pcq+pvrjADSlRePSSgx0OikJH4T2CinC3ZbhoycS51MMzm+PH+ji3ggEAsGF4cp7WwsEp3GivJpUqYojOh3IMlHFDchI1Fu1yLKPpppiTNooVG6JSnXTFZ/v5Ce5SQlXPBV25RqIAsEPxe91CteoCFWrcbTkOxkM3ZAkKeB1Cg0NxWAw4KlSvE4qkxaVURswnuK6Z1Bd1IzskzFG6JDylfIdR7spP7+DHA7ktFEXdWwXk24uxcN9ynTllHsQCARXN8J4Elzx2EvzkSSZAp2OmCZQWx3YwpPwuGVUUh1et5sEkyJLXqlppDbKhFvSEavxkhFy5dYOS/HnI2iTurgnAsGlR0WgQK4S7mtv8TyFtCjt1dUpcv+tIXst+U5xilhEdSDfKT0gFpGQHoF9t5LvtDlaOb6/3U3KgHGdO5guJLm5ZZHGFNnFPREIBIILgzCeBFc8qtrDVKrVNKpV9KhU8pccGQMBCDEpP+zdonthwYFD1cDJlgKYeeawKzLfyc/YPkqx6jpVNF+sXdbFvREILi1aC+QqorQOe6vnCc6W7xQKQFXhSQBi0zKoLFTynWKT9DiPHAEUpb0orxebO4XeacmdPp6uIrFBMSpL9XFd3BOBQCC4MAjjSXBF02Bzkegs5GhLvlP/hggArPHZAKhVitqVWR1HhaqB8PAqDtMHgFEtk6IrlWGjxgXyEbacPNTFvREILi0CNZ4CMuWK0p7f83S68eQP29PEG3FYLTRVK9+t2O7pVBUpxXEjXJXg8+GIDafeJHGtw0lZxEA0V2C+k59+4YrRVKGK51j+/i7ujUAgEPx4rtw3tkBAq1jEca0yAcqqUVaRmw0JADitpWhVenROHZWqBowRdVdFvpOfFGc5AKciQrq4JwLBpUWNywNAXMvCi93ur/GkeIn8xlNUi6hMW6W96iLF6xQeGw/oaa51AGA8pRgPRWnK922gw4mcMqyzh9KlTL/pLsLlRmRJzbJNn3V1dwQCgeBHI4wnwRVNQWUzPaVTAc9TfKkNGai3G5BlD821pUS11CCp1DVRHxWCW9IRo/Zc0flOfrr58xHCRT6CQNCWardiPMVqW8L2WjxPBkMKsiwH5Tz5nJ5Wpb04I9WFrflO1cWK1yk8NgTvwT0AbI9RcqAGORwk9B19cQbURRhCQkhxlwFQZFR3cW8EAoHgxyOMJ8EVTWFZFamqao7ptITaZQw1zTgMUbhcgFyD7PMSH5GOEzcN1FFiVMQThkSEXtH5Tn6SGpTV8hJ9Qhf3RCC4tKhuyXmK1WnweCy43cpCQ0hIN2w2Gw6H4k2KiooKeJ1UJl2L0l5LvlP3jIDxFJtqwrFvHwAH4l0YfT60zlh6Z2Zc1HF1BclWxUtXFhHexT0RCASCH48wngRXNPayQ/iA41odaVWy0tZ9AAAhocpkKCE8nSpVIyZTHUclJRdqWNSVne/kZ0iyMnGrUsWzY8vGLu6NQHDpUN0Sther0wbynTQaMxqNKRCyFxERgVarxdMmZA+gKqC0lxHId4oyefA2NuLTqCmKg/5OJ8UhfTFor3xvTFKDBYDSkJgu7olAIBD8eITxJLii0dYeoVSjwamS6FGlTFJsyYoghEqlFIkNJ4oqVRNh4dUcpRegeJ6uBqZMm0mUrIhmrNuzpYt7IxBcOrQaT5qA0l5ISLDSXkf5Tl6Pm9qSYkAxnqpLWsL27EroWm1qOF61RH+HC0di7kUaTdeSrVE8TqfUyZwqPtHFvREIBIIfhzCeBFcsNRYnie5CjrXkO/VuVAyiZqOS8O20lmFUm1B71FSrGnFESlgkE3rJxzVhxi7r98VEkiRSXIpoREmErot7IxBcGnh8MnUtOU8xOk3A8+SXKW9X46mN0l7tqRJ8Xg/60FB0RjNN1XagVSyiIMEHQD+nE3OvK7c4blt+MmM2BtmOW9Lx6WcfdHV3BAKB4EchjCfBFcuxKgs9pVMca1HaS1UcTTS4w5BlF9aGCqL0ScjIVKubKAuLBaBfqAqt6srPd/LjF40ojTB3bUcEgkuEOrcHGeUHMkqrwelQFhhOV9oLyJT7C+TGhwaU9uK6Z1BTooSrhccY8LWIReyKVjxRyQ49OX0GXITRdD3GUCP/f3v3HSdXXe9//HXK9Lp9sy29h9BLqFI0AioIKEgRECkKXhXFi3r9odd7xeu14sUCRBEEQbCCCFJFIQKGIiUJpJftO7szOzv9nO/vjzO7SSBAErJ7dnY/z8cjj5DZmeQ98biZz/l+v59PW8kpQNcFJs/3ViHExCTFk5iw1vakmaM7nfY0pajqSJP3RsnmNZTVDUrRGJ9BSsui+RKsM2cCcFjV5DjvNKyl3DRiiwyxFALY1mmv2mNiaBq5nLPlzud3OnNuXzzZuRJWsgCUO+1t2gBAbds0usvNImpbQuRecWaprWnSmFYostWYT03EP2bvyW2tQz0AbI7H3Q0ihBDvkBRPYsLa1NFDi9bLWo+H+n4wCiXSVU6DBF/A2XZTH2qjW0sSjfbwKk6ziEPik6sj1MENTtHYrk/hn0896nIaIdy3fac9gFx5Hprf17RDm/Lq6mpK5W15esSLHjDp27wRgNq2qfSWi6cqfx5VKFAM+eiscrbsJWsPHNP35LbWhPN3sSkgnT2FEJVNiicxYRU6X6EIrPd6aOstd9pr3QcAQ+9FQyNkR+nRUxjxITo0Z0vOQZOkWcSwk99/BjE1gNIMHn7uSbfjCOG67ZtFACMrT37/FAYHBykWi2iaRlVVFcWecrOIOmfwbe9w8dQ6dWTlKTrkNJxobw2AprFvvkBg5hFj94bGgYWG833VaRqx3uU0Qgix56R4EhOWJ/Eqmz0mRU1jRq/zISgdnwZAIddJ1FODbut0Gym6Ys6Q2Bm+ElXloZiThaZpTM075xE2xibPNiIh3sz2bcptu0Ch4Gw58/mbRrbsVVVVYRjGyMqTWRcgl06TTjhfj9Q2k+x2vhbY5Mx3+letU2jNzVnMWHz42L2hceCMMy4grAaxNJO7/3K323GEEGKPSfEkJqRc0aIqs2GkWcS8fqd73qBZg1JFMskuqn1NlLBImn1sKrcgPmSSDnGcmnI+8G2KTa7zXkLszPC2vVqvST7fBSh03YvXU73Dlj2AUnnlyawL0rt5AwCR2jpSPRYA4Wof9ssrAHilsUTAtikUpzKtPj52b2gcCITDtBWdmzRr/dI0QghRuaR4EhPS+t4hZmrtrPE67bdbeiws3UM670FZvaAUDZGp9GmDhCK9I+edJstw3Ndr63e6hW30NbmcRAj3jaw8eUxy5U57Pl8jmqbT3+90p6yqclari+WVJ09dgN7yfKe6tmkj853qmoIU1jqzjdY0aSzKF+iL7oOmTb4Com3QmSm3JV7lchIhhNhzUjyJCWltT5oZWgdrvB7MkiLalWYoNAWlwDCdVZbaYAvdeopgtI/1OE0TJstw3Nc7Zva+APTo9Tz00D0upxHCXb3bbdvL5cvnnco3FrYvnpStKPUOb9sLjpx3qmmdOtKmPO5Jg1IM1QRJhjQW5/OopsnVLGJYa38KgI1+aRohhKhcUjyJCWlDV5KpWhdrPB6a+0CzFUO1ToHk8STQ0QmqCD16ksEqL0XNS1QvMSPgczm5O44+/mQabecO+9/XvuRyGiHc1Vvc1jAiP9IsYsfiqbq6Gqs/B5YCU8eI+7Z12mudSu8Wp3gKDzpb1dZPcf65XZwvUDNvcp13GrZf3Pk77NAb+dezT7ucRggh9owUT2JCGuh4DTSLzR6Ttp5yp70p8wGwit1EvbVoSqPbSNIVqgVgcdiclFtphk0tf0jcVB12OYkQ7kpsN+dpuE358Iyn7VeeRrbs1fpB29Zpr2pKK/2dzlbYwJaXAXixxjkb1ZTzM3fO/DF6J+PLqad9lLhKoDSDPz31sNtxhBBij0jxJCYku8fptFfSNKb3Od3zhsLNKGWTTXVQ5W0gS4Gir48N5jQADorXupjYfW1J5yD8xsjk/nsQYlvxZGxrU+5rIpvNks06BVM8Ht+hWcTQQD+59CCapqMb1diWwhsw0VY5zSLWNcKUUolefQ6xoNeFd+U+wzCYWijfpIlPzlV+IUTlk+JJTDi2rQgm17K+3GlvTsKHAlJ2FGX3Y1tFaoLN9OopIpE+1jIbgANiERdTu2/qYAGAjd4WspmMy2mEcEfGssnZzmp1tcckX24Y4fdPGVl1CoVC+Hy+HdqUD686xac0MdCVB6CmMUBxwwYA1jc4zSKSVfuM5dsZd9rKnT03x6RphBCiMknxJCaczlSOVrt9pHhq6i5R8EbJl3SU1Q1AXbiVXm0QMzpIO85w3P2jQdcyjwcfPO4UTFUkrUW4++5fuB1HCFf0l1edPJpGyNBHGkb4/E076bQ3PCA3SO+mDQDUtraNnHeKB5wiaijuJxXSWJAv4J16yJi9l/GorT8HwEZfs8tJhBBiz0jxJCactT1pZurtrPeYBHKKcCJLOuT8Q+3x9aOhESZOrz5IfzyM0nSmmEXqvB6Xk7tr5uxFtFrO4faXS0mX0wjhjuHiqcpjYFlpSiWn5bjfN+UNxdPOVp5qW6eNFE+RfBcAGxqds5Tz8wWaFkzOZhHDTtz/CDRl06PX88ffyk0aIUTlkeJJTDjreoaYoTkrT63OWBGyjXMB0FQvYU81utLp01N0BOsB2C8i++8B2jLOh71N1ZNzWLAQiaIz3LZ6uxlPphnFNMM7FE92toSddobpmnWBbZ322qbSt9UpnoJdrwLwSq2z2hLM1zBn6uRecTnokCOZUu7s+XRiq8tphBBi90nxJCacjo4tVGlp1ns9NPc5ZxcytTNRSpHPdFDtbSBHASvYzXp9BgAHVdW7GXncaE2U57CEGlxOIoQ7EtutPOXLnfb8vh077VVXV49s2dOjXjSPTu8WZ0BuKD6F7GARTQPva/8EYF2jRkuxSL9vAR5D/tmdnnW2Qm6sibmcRAghdp98FxcTTr5zNb2GTlrXaXXOJjPobwCVppQfosrfSK8+SCTSx5qRZhHSnhtgH9NZcdpktLB29b9cTiPE2OsvbVt5ype33fl8zs2E7VeehrfseeoCJHu6KeXzGB4PxYLzvSRWF6C0ZjUAGxqc807Z+v3G8q2MW1P7nL/H9XKTRghRgaR4EhOOmVgz0ixi5oAPW9MZLAWxS06ziPpIG73aIFasQL9Wg45icTjgZuRx48Onf5SwSlHUfPzu0XvcjiPEmEsUyitP5vbFUyOWZTEwMOB8bbviyawL0ldedaqe0kyi3Xm8KmqDZZENe+mLwMJCgfDMw8b43YxP84rO+IiNZhvtHVtcTiOEELtHiicxoWQKJWrzG1k33GmvV5EJNGArDU1zlqGieg29eoremLPKMtNXJGQarmUeTwLBIDPyzgfBtXEpKMXk01/abttewbnh4vXVk0wmUUphGAbhcHi7GU8BEu1OAVDd3Dpy3ilqleemNWigaczJ2cxYcPBYv51x6SMf+hghNUhR83Lnvb9yO44QQuwWKZ7EhLKxL8MMrYP1Hg+eoiKayDEUbgLA9PQTMmMYyqTXSNIecM4x7B8NuRl53Jme7AFgfUyG5YrJp7+4/bY9p3jy+Rp22LKn6zrF3uFte0ESWzc7r2luGem0F0ysA2BlvTM/zSw20lIrjVgAIvE40wvOTZo1IblxJYSoLFI8iQllY98QM7V21ntNmhKgKchUTwPALvVS5W0kRxEV6mSdNhOAA6VZxA5mDDgfCtf5ppLL5VxOI8TY2rFhxLYzT9sXT8pWlPqc/2+YNX76ysVTvLGFgU5nRcq//jnAOe/UViySDsxH07QxfS/j2fSUc5NmQ7zG5SRCCLF7pHgSE8rG7iRtWjfrPR5aep1Oe9ma6ShlkU/3EPfV06cPEo70sYHpgKw8vd4pR56IqYqktBh33X2z23GEGFPDxVO1x6QwvPLkrd+heLJSBSjZoGvoMR/9W51te6a3BttW+IIm2spnAVjXoLEwX6BQv8iFdzN+TesfAmC9rwWllMtphBBi10nxJCaUdMerFHRFp2mOtCkf8tejrARK2VQHptCrpSjGbIa0CCY2c0N+l1OPL/MW7c9Uy9lS83wp5XIaIcbW8La9uKmRLzirI9uvPFVXV1PqKzeLqPaTTSfJDaVB0ygVIwBUVetQLFLwG3RXwcJ8gfC0g1x4N+PXiQccjaYsEnoNd91xs9txhBBil0nxJCaUUu9aNnicTk7T+73YmkHaCqJsZ1pula+BXn2Qvki5WYS/hE+X/xu83vR0JwAbqqtdTiLE2OovrzxFSAM2oOP11ox02ovH49uKpxr/yHmnWH0DA93O0Nyo7px72lxvoDSN2fkSbfMOHNP3Md4dcPBRtNjOkNznhjpdTiOEELtOPjWKCcWb2jDSaa8toZMJ1KPQ0Ejg0bz4CdKnJekIOOecFkdky97OTOsbAGB9sMndIEKMoaKtGLRsAALlGy4+bx2aZowUT7FYjFLv8HmnbZ32appbSXQ4W9FCGacYWFPrFFPeQgNT66vG7H1UimnlomljrQzLFUJUDimexISRKZSoyW9lvceDbiuqe/JkQo0AGEY/MW8dBUqUwl1s0qYBsH+8zsXE49fhjU4zjXajib8+/CeX0wgxNlLlAbkAPsvZsuf11VMoFMhknEYQr195Gm4WUdXUQqLdKZ78Xa8BsLFeo7lYIhmYJ80idmJ6+SbN2rDcpBFCVA4pnsSEsbEvwzStkw0ek4Z+MCyboVgrAKViD3FvPf1amlCof6RZhKw87dxJ7zuLBtu5K/zo2hdcTiPE2BgunkKGjlXY1mkvmUwC4PV68fv9WMPFU22ARLlZRKy+icFyBz7fmhUAbKzTmFsokK/dZ0zfR6VYEm0GYJPeyvInH3Y5jRBC7BopnsSEsbFviGlaJxs9npFmEdnaGSiVp5h1Vp769DR2tMCAVo2GYn5YmkW8mRlZ5zzC+tqIy0mEGBvJcvEUM41tnfZ89Tucd0KxXZvybcWT6XPmogXCJnrHRgA218HcQpHwtAPG8F1Ujg+ecQ51djdKM/jLS0+5HUcIIXaJFE9iwtjYnaRJ62WTx6S5z3ksE2xEWc4vaoJNJLQ0iZhTDEzzFggZMqDxzUztSwCwLtLochIhxsZguXiKmtvNePLWj6w8xWIx7MECqmiDDlbAZrDP2d5n286ZpljYOTOVqPaQ82nMzhdpnnfwWL+VijEr62x7XCvnnoQQFUKKJzFhpDrW0G9qZHWdlj6wNZ20CmNbzsHvqFlDQh+kK+AMZdxHVp3e0v44ReZ6YxorX1zhchohRt/2K0/5wvDKU8NOO+0ZVX76O9sBCMbipJ1O5kRw2vuvq3V+L3+hlumNtWP1FirO9D7n5tZauUkjhKgQUjyJCcPqXcPGcqe9aQmTrL8WW2lo9BEyY+gYpP3dbDamArCfNIt4S2edeQFxlaCkefjdEw+4HUeIUTd85iliGuTL2/a8vh1XnnbWaa96u2YRoUHnsQ11iohlU/LMRtelWcSbWWz5ANhgTOXVVS+7nEYIId6eFE9iwvCmNrDJNEEpGvssMqEpAOi6c95pUMviD/dsaxYRlbM8b8Xn9zM765zdeE3OPYlJYIeVp+227b3djKfq5hYSHc5sJ3/7KsDptDenUCBXt3gs30LFOfOsi6lSCSzN5K6/3uN2HCGEeFtSPIkJIVMoUZ3fykaPSXwIfDmLdLgJpRSlfDdxbz19Who9mqVHawBgn3DA5dTj38yEs+VxTVS21IiJb3jlKWpoFIvOPjyvt3bHlaeR4ilA35bhAblNpBN55/mv/hOATXUacwtF/K37j+l7qDSBYJBZOecmzZpq6X4qhBj/pHgSE8LGvgzTtU42eTxMcfockK2dASqDVcwQ99aT0NP0x5x/nJvNPDGP6WLiyrAo7/wdrTensebVlS6nEWJ0DRdPYb0EOI0fdCPG4OAgMLzyVN62V7tt257pd7YAB0IG5lA/RY9OZxXMKxSYMuegMX4XlWf4Js1auUkjhKgAUjyJCWFD7xBTtS42ekyaEk6b8kxoCna50151oJGElqY7VA3AopAUTrvi7I9cOnLu6deP/MHtOEKMquFte0Gc1SWPp4r0YAalFIZhEAqFtjWMiHsZ6OwAQNlxAGLBIgBbajWUrhHNh5neIgXB21lULN+k8UxlzWo59ySEGN+keBITwqaeJE1aD5tNk8aEQqGR1mIoqw9DMwnqUZKePtpNZ5L94rh0v9oVwVCQ2bkNALxWI1tqxMSWGimenPNLHk/NyHmnWCyGSpdQBRs0GLJS2FYJ0+Mlk/YCELGcZe/1dTaGUphqKj5TxiG8nXPOvJSISlLUvPzmkd+6HUcIId6SFE9iQkh1riVhauR0naZ+jay/Bhsd6CfmqaWIhYq0sxmn094+0bireSvJrPIcmzUxuYMuJrbh4imAs03P660ZOe/0+jblA91Om/JYQyMDHc7jgYFNgNMsYnqxSDY2f0zzV6pAMMjs3HBzmqjLaYQQ4q1J8SQmBLtvHZvKZ5ja+g0yQacphK4PEPXW0q+l8YWSbKUZgPnSLGKXLbaDgHPuaeW/nnU5jRCjZ2TlyR4AnOJp+5WnkWYR1dtmPFVNaSbR4bQp9292tpxtqoe5hSJ646IxTF/ZZpdv0rwam+JyEiGEeGtSPIkJwZvawEaPiWYravtLZIL1ANjFPqKeWvr0NJmYF0vzENJKtPg8LieuHGd96CKqyueefvvkfW7HEWLUDJ958lnDnfZev/I0POPJT3+HUzxF6xpJ9zud9nzrXwCGO+0ViE+XTnu7an/bGVq+1pzOy88/7XIaIYR4c1I8iYpXtGyqclvYZHqoTYFRUmTDTSg7R6kwSMxbQ0JL0xd2toPM8Vtomgyt3FWBYJDZmXIr4bqYy2mEGD2pkeKpPCD3dWeeSv3l4qnaT3/HVuc5Aef8ZCCo4yllSYd0BoMaU/Mwbc7CMX4HlesjZ15Ejd2DpXm4+5mH3I4jhBBvSoonUfE6BnJMpWOHTnvZeCvKdg5vx/31JPRBuv01ACyISOOD3TWr12klvDra7HISIUaHpRSDltOe3Gc5W8i83lpSqRTgFE9WwimejCo/A+Vte5oeByDqLwCwscb5HmQUG6iLyPbgXeXz+5lbvknzam3c3TBCCPEWpHgSFW9zf4Y2rZtNHpPG8oynjL8W2+rD0DwE9AjZQBdbtDYA9onVu5i2Mh0ecObYrDem8vijf3Y5jRB732B51QnAU3RakHs8NSPFUzQaHVl50qImqR6nwCoVIwCEylv9ttRCxLIp+WfJCvdumt3j3KR5NdLichIhhHhzUjyJirepL11uU+6hKaEoGT5yBFBWgqinmgx5POFeNpU77S2UlafddsaZF9Bot6M0gwfWPu92HCH2upFVJ12DorNtTxGmWHRmN0UCIexB57+HikmUsvH4AwwlnUY1waSzjW9LrcbsYoFizYKxfgsV7/CI09Fzs9HGww/c43IaIYTYOSmeRMXr79xIv0dR0DWa+jUyAWdlSdP6nU57+hBaOE+/5mzbmxfyuxm3Ys1LO22YV9fXuJxEiL0vXV55Chk6haKzApLP+QAIBAJoaae40nwGAwOdAFQ1NjHQ7XTg83a8CjgrT7MKRfwt+41l/AnhlA9dQIu1GYAHt7zichohhNg5KZ5Excv3rGOj6dz9bRnQR9qUo5wZT/3aEANR5+zBFDNHRIZW7pG5XX0ArA5NczeIEKMgU155CukalpUBIJt1vq9Eo1FK5fNO5nbnneJTmhjodp7r2/gS4Kw8zSwUaZgtnfb2xNy0Uzy9JjdphBDjlBRPouJpyU1s9ngwS4qqcptypYqU8gNEPTX0a0P0heIAzAvIJb+n3rfocAxVpEev59Zbf+p2HCH2qnS5eAoaTsMHXfcxWN6mF41GtzWLqN7WpjwYq8MuKQwD/LkE6YBGMgjxQpAZrdJcZU/M7nbOjq0OTiWXzbqcRggh3kg+SYqKF0hvZotp0jAAuoJspBll9QOKmL+epJGk0+OsRi2Kxt2MWtEOPvxYZlrrAXiatMtphNi7hqzygFzN+dnrqSGddq7zSCSybeVpuwG5ptdZHYkELTQUm2oVaBqmasMnK9x75Iwl78VQJXr1Om6/7UduxxFCiDeQ4klUtHS+RG2pgy0ekynDbcqjzSg7gaGZBI0IuVA7m0c67dW5Gbfize13DsW/VisdC8XEMrzyFNCc1SaPt3qnnfbMKt9I8QRxAMIMArC1VqOmZEFk3tgFn2AW7XMgM0vOTZrnAsrlNEII8UZSPImKtjmRoVXrYatpMKUfFDDkqcK2+oh4qslQwAwn2IJTPC2QuSvvyIJ+Z5bNat9MOrZsdDmNEHvPULl48uNc4x5P1Q7F0/C2PSIG6T6noUQhHwYgmHZam2+p0ZhVLEK9dNp7J+YnnJs0K2umuJxECCHeSIonUdGGi6ctprPyVPDGsDBRdsJpFqEPkY9q5DU/XiymB3xuR65oF511KSE1SFYLcsu9t7odR4i9ZrjbXkBziiSPJ77Tlachy3nMHwqT7nfmOPm71gBOp73ZhQKR1n3GNPtEs+9gCYDV3tm8uvpfLqcRQogdSfEkKtrWnn6CRj8pw6AxAUPlTnsa/US9NfRrafojzt3hGb4ChgytfEeisTjzss6WmlV1UZfTCLH3DHfb8+E0KfCYcQYHne14YW8QlXOKq2TGmQFVNaWZ/s4hALxbVgKwuU5jeqFE8ywpnt6JC8/+BFV2H0XNy+2P/8ntOEIIsQMpnkRFS3evZ2u5TXlTUiMTbEApG6vYT9RTy4A2RF+gCoB5IVl12hvmdzszbl6KTXM3iBB7UbrcMMKvnIJI1yNky93egiWv81jYQ3+3c94pUtdIttyNLzjUScavMRCCSCFKS218jNNPLIFQiIVD6wBYVVflchohhNiRFE+iohV717PFNJ025SnbaVNup0BZxLx1JD39dJnOatSCqMwN2RuW1s1CUzabjTbuvuvnbscRYq8YPvPktZ3VJstyhml7PB6M8oBcs2pbpz1/yGk+E/QrTCvPphqn055Xa0PXZYX7nZrX1QPAy5EZlEoll9MIIcQ2UjyJimamNrHFY1KfBE1BNtyEsvvRNYOQGaUQ2spWWgCYF4m7G3aCePf7TmO6tQGAv2V73Q0jxF4y3G3Pr5ziqVB0Vpui0Sh2uVGKUe0n2eWsvOpmHICw4axUba3VmFIqYYXnjGXsCev9Cw7dNlfulzJXTggxfkjxJCqWUopQZosz46nfaWmbCU9BWf1EzCoyWhEzNEAHTQDMDfndjDuhLOzfBMDK+iaXkwixdwyVyitP1gAA+Zwzp2mHNuXVfga6nM56lhUBIJh1zkBtrtWYVSii1c8fy9gT1qFHHM+c0loAnvHmXU4jhBDbSPEkKlbPYJ4pqput5QG5tmaQNaMou5+Ip5p+PU0uqlPUvPi0Ei1+r9uRJ4x9BpwPk6u8s1iz6iWX0wjxzg0PyfXY/QBks9sVT+U25VrUJJ3oAyA3FAQg0LcBgK01MLNQJNK2aCxjT2jz+5wtkitr5CaNEGL8kOJJVKwtA1natG62eJyVp5y/GtDAHnCKJ22I/rDTaW+atyid9vaij597BdWql4Lm49bH73E7jhDv2PCZJ4/lFEdDQ85qdiQSwSqvPOXIAOANBBhMOK/zbV0FQHuNxtRiieaZ0mlvbzmovHXyNc9M/vH4Qy6nEUIIhxRPomK1D2Rp0rppL688ZQN15a84xdOANkTCHwdgTlBWnfamYDDMwrSzpeaVxmqX0wjxzg132/PaA86v087j4XAYa8DZNpYuOKtSsfpGUr1OQRUY7KBoQG8UgoUozdJpb6+54NxPUm93UdI8/OG1p92OI4QQgBRPooL1dHeR8+QpaRqNA07xpFQRq5gi4qkmaabo9NQDMD8q7W73tgWdzq33l8MzGUoPupxGiHdmeOXJTxbQGBx0iqmQN4gqOl8bGHTON4Wq6rEtha6DP99PRzUoXcMjnfb2Kl3X2Sfl3KR5ubHR5TRCCOGQ4klUrHzPOraYJppSNAxAJlCLspOAIuqtIR/soJ1WAOZHZHVkbzvvXafgVXkSWi03/vKHbscR4h0Z6bZHDtOMkU47XfQC9rYZT8k+p9OeL+B8Pwn7imgo2qs1qi0LFZFOe3vb4s4kAC8F5tLRvsXlNEIIIcWTqGB2/wa2mCbxNHhKimygHmX149MD2LqOEUqwlWYA5oYCLqedeGbNWcD8/GsAvFAbdjmNEHvOVorMditPHk+cdHnfXqDkAcCI+0Y67emeOAAh2/lg314DM6TT3qi4+PSLiKoBMlqIm+691e04QgghxZOoXMZgu9MsYsD5dS7SONJpb0DLUIhqFDUfHizapNPeqNinPDD0hfhMl5MIseeGCycorzwZUQoFZ7ZTIO903TNjvpEZT7Yddb6W7gKgvVpjerFItHXhWMaeFKrr61k85NykebFBdhAIIdwnxZOoWMFs+8iMJ4VG1lPlzHjy1JDUMwyEnVbCU715TDmHMCo+MHUhhirRbjTzs5tl656oTMPFk4bCSwFNd2Y4eTwe9CHna3rcR7LbKZaKBWel1de7HnCKp6kFi6aZi8c6+qSwsMM5a/ZiZDaZ8nZKIYRwixRPoiIN5orUWT3lGU+KnK8KWzNQ9rZOe32BGACzA6bLaSeuo487mblF567wcr/9Ns8WYnzK2s6169NsNEDZzjbf7TvtWT6LUiGPpulkUs5Ktq97HeBs2wsVI9Jpb5Scc9T78Kss/Vo1P/nl/7kdRwgxyUnxJCpS+0COJq23POMJsoFa5wtqgKinmqSeprvcaW9eJO5e0ElgcfdmAP5VM83dIELsoeHiya85HfYs2wfsWDzllLPiEamtJdVX3tKX7SEZhIxfw6c1Sae9UTJn/r4szK0G4Pm6kMtphBCTnRRPoiJtHchQrfeRMAwaBlS5TXke2xoi4qkmF+ikXXOaRSyM1b3N7ybeieMjU9CUzUZzKnf+apnbcYTYbVnLGYjr1UoAlIpOk4hwOExpeMZTfsB5rKoeu6TQdYU/18/WGgjYNt6gdNobTYs6nS2T/4rPJJvJuJxGCDGZSfEkKlJnXz8Fj/MPaOOA5hRPVj8aGgFPlFKoi620ANJpb7S9/9TzmF1yZrE8rpIupxFi9+WGt+1RBKBQdLb6hkNh7EFnlWkgXW5THq4BIGQW0FB0VGtMK5bQa2ePdexJ5ez9jsGjCnTqU1j2y+vcjiOEmMSkeBIVKd21kQ7TxJ9XRDOKbKAWZfcTMuMM6QXyMUVeC2BiMS3gczvuhLdP7yYAXqhrczmJELsvaw0XT06hlM852++Cph8UYGr09zmdJU2vM3A7WBoAnGYR04pFgk3Spnw07XvAYSzMO1v3nqmR0QhCCPdI8SQqUjGxiXbTGGlTng03Ylvb2pQPhv0AtHjyeOQcwqg73u+cL1trzOCuO29yOY0Qu2f4zJMHZ4tedrh40pwbL2bcz0CPs21MMdym3Jn51F4D04tF6qZJm/LRtl/7VgCejc+RrXtCCNdI8SQqkpbcTEe5054Csv5alNXvNIvQhhgIOq2GZ/jlEh8Lp512HjOLa1GazqO2bN0TlSVXXnnyqhwAmYxzBipgbRuQmywPyB1pUz7caa9ao67goa2paUwzT0YfXnQEXpWjR6/nhtt+5HYcIcQkNWqfLBOJBOeccw7RaJR4PM5FF100MrH9zeRyOS6//HJqamoIh8OcfvrpdHV1veF5N998M4sXL8bv91NfX8/ll18+Wm9DjFO+oXbaTZP6ASh4o1iaZ8c25V5nmOLscNTdoJPIAd0bAHi2VgbmisqStcsNI8gCkB50uu75y40jtIjJ0EA/ALm0c4bSn9xKSYfuOPisWvweY4xTTz4HHHoU++RWAfB0bdDlNEKIyWrUiqdzzjmHl19+mQcffJB7772Xxx9/nEsuueQtX/PZz36We+65h7vuuou//vWvtLe3c9ppp+3wnO9+97t8+ctf5uqrr+bll1/moYceYunSpaP1NsQ4VLRsYsUuOkyDuqTTaQ8AlSTiqSbt76FLawRgbrTWxaSTy4mRKejKYoM5jZtvud7tOELssuEzT6ZytoKl0+XiKesUREXTOQvlC4UYdGoogtkeuuOgdPB7po9t4Elsvw7n7Nnz0TlkBlMupxFCTEajUjytXLmS+++/n5tuuolDDz2UI488kh/+8IfccccdtLe37/Q1yWSSZcuW8d3vfpfjjjuOAw88kJ///Oc8+eST/OMf/wCgv7+f//iP/+CWW27h7LPPZubMmSxevJgPfOADo/E2xDjVmczRTK+z8pTE6bRn51B2jrAnTjHYSQfOFprZIZkJMlZOOuVs5hedA91/81supxFi1w132/OWi6diudued8g5+zQ84ylcXW5Tril8+X7aqzWaSyVUXDrtjZWPHn4yfpWhT6/l/2RgrhDCBaNSPC1fvpx4PM5BBx008tgJJ5yArus89dRTO33NihUrKBaLnHDCCSOPzZs3j7a2NpYvXw7Agw8+iG3bbN26lfnz59PS0sKHP/xhNm/e/JZ58vk8qVRqhx+icm0dyFKv9dJtlFee/LUoewBDM9FMP3YoTZ/mrEbNDEqnvbG0f6fTdW9F9Ww50C0qRuZ1Z55KJQ8+nw+STuvyoYJzjs9fblMeNHLoyqa9BqYVS3jqZcbTWJk7f1/2zTo3aZ5tqnI5jRBiMhqV4qmzs5P6+vodHjNNk+rqajo7O9/0NV6vl3g8vsPjDQ0NI69Zt24dtm3zjW98g+9///vcfffdJBIJ3v3ud1MoFN40z7XXXkssFhv50dra+s7eoHBVe/8QhmcAG6hLQiZQh7KThMwYSW2IoYgXgKheoNpjuht2kjl99sHOLBZjCjfeKneFRWUYWXmiAOjYtkkwGMRKOt33kpkeAExvDIBQ0dm711GlMbVYJN4qnfbG0gFbnbPQKyIL2Lp5vctphBCTzW4VT1dffTWapr3lj1WrVo1WVmzbplgsct1117F06VIOO+wwfvWrX/Haa6/x6KOPvunrvvjFL5JMJkd+vN1KlRjfkj1b6fFohHIQKEAuUIOyBgiZcQb0DMnyVr1p3pLLSSefJYcfzz65lQA8XS9bJkVl2NYwIo+mhQCNYCCIyjvbTwcGyjf9NKeLp3/Q6bzXWQXNRZvm6XPHPPNkdvmpHyOqBhjUYvz0/l+5HUcIMcns1m35z33uc1xwwQVv+ZwZM2bQ2NhId3f3Do+XSiUSiQSNjY07fV1jYyOFQoGBgYEdVp+6urpGXjNlyhQAFixYMPL1uro6amtr2bRp05tm8vl8zhYMMSEUE86A3PpyR+xcsA6Vf5WwP86gliXhd+4Ozwh4XEw5eR2wtYNnZ+3LP2Pz6e7qoL5hituRhHhL24bk5tE0p4tbwOvMitN8BgMJp1iySuU25T3OakdnlUYgE6EuJjcKxlJtfT0HJX/DI/ElPNPS4nYcIcQks1srT3V1dcybN+8tf3i9XpYsWcLAwAArVqwYee0jjzyCbdsceuihO/29DzzwQDweDw8//PDIY6tXr2bTpk0sWbIEgCOOOGLk8WGJRILe3l6mTp26O29FVDA1sIX2cqc9S/dSMMPYdpKwGSelD9FrOucS5kTi7gadpC5behYhNciAVs2P/vAzt+MI8bZyI0NyCyjbKZoChnPDzYh6SfY4NwPzWadNeWCoi4IBiSj4tCY0TQZxj7UlXYMA/Mu3gMcfvd/lNEKIyWRUzjzNnz+f9773vVx88cU8/fTTPPHEE1xxxRWcddZZNJUHCW7dupV58+bx9NNPAxCLxbjooou48sorefTRR1mxYgUXXnghS5Ys4bDDDgNgzpw5nHLKKXz605/mySef5KWXXuL8889n3rx5HHvssaPxVsQ45E1vpcM0qUtC1u8USpTPPGUD3XRqzjU2NyJtyt3Q0jaNg1MvA8hdYVERtl95smznzKRfc37WwybZlLPMnRl0Cit/tpfuuLN1wxecNeZ5BVz2sc/Qam3C0kzu2vqy23GEEJPIqM15uu2225g3bx7HH388J510EkceeSQ33HDDyNeLxSKrV68ms11Hru9973u8733v4/TTT+foo4+msbGR3/72tzv8vrfccguHHnooJ598Mscccwwej4f7778fj0e2aE0WgVznyMpTLlCDUiWUPUjIE6MU7KK93KZ8VijgctLJ64gup6PlC/4FPPbwfS6nEeKtZUcaRuSxrHLxZDv/plje8tcCQUoFE1D48wm6qjRaiyW0Gum05waP18shPa8B8EyDDOYWQoydUWtFVl1dze233/6mX582bRpKqR0e8/v9XH/99Vx//ZsP2IxGoyxbtoxly5bttayichQtm3ixhw7T5Kgk5Pw1KNv5oG56wuQjRXJaEB2baQGvy2knr0987LPc+tf72GRM5e72VbyLk9yOJMSbylnDDSMKIzOe/Jbzc0F3Ou4FYzXk8hoBo4Bhl+gsd9oLNs1zJ7Tg5Egzv1clNpjT+MkN3+aySz7vdiQhxCQwaitPQoyG7sE89VofHYZZnvFUg7IH8BshsnqJwbCzrabRzOHT5fJ2i+nxcGj3qwA81TiLUrHociIh3tzwypOPAsWC4fx3+eec5QzI9YWqAQhYzs0ap3gqUTdt0VjHFWUnve8sFhacM9B/r5OdBkKIsSGfLkVF6Uzm8JtJChrUD688lduUp7QMA0GnlfB0n3qb30mMttPq52KqIpuNNq7/2XfcjiPEmxo+8+QlT77gNH/w5px/HtN5Z6aT4XG6eAYyTvOIziqoKRq0NjePdVyxnUM2bwHgqdgi1q1d6XIaIcRkIMWTqChd/WkKZppQDoJ5yitPScJmjJSWJVEeYjkrFHQ5qTj2hA+wX+4VAJZPibmcRog3t/2Q3FzOecw75BRRqaFeALTyjCdvnzMnsDOu4bOq8XuMMU4rtveZUy8krhLOzKe//t7tOEKISUCKJ1FRkr1b6TF1ap2dM+SCtSh7gJAnzqCRotusB2BupMbFlGLYIZud+ThPhxfz/LPLXU4jxM5ltyueisMrT2nn58RAOwCl8ownf7oTS4PeGIQMWXVyW21dPUsSTre95S3SOEIIMfqkeBIVJde3mS7TpD6pKJoBSkYAZTkznnKhTjpwPszMiVS5nFQAfP7sK6i3u8hoIW5++e9uxxFip/K2s83XQwHL8qDrOh5bBw36ep0B7IVcecZTro+eGHg1hT8sH9bHg6V5L5qyeNUzh5/d/H9uxxFCTHBSPImKUhxop8swqBson3dSCmUnCXni5EO99OCsPM0M+twNKgAIRsIc0e3cFX5iyjzy+bzLiYR4o0K5eDIpYlkmQX8ADQ095GFwIAFANl0unrK9dJbblBvVM1zLLLY565xLWVxwtgg/FJNtlEKI0SXFk6goRrqdrvKMp6y/BlQasAiYUZJRG1sz8FOk0Stzv8aLD9fMxKvybDZaue5n33c7jhA7sJWiqIZXnkpYloeAx+naSVAHpTA8XpTyo2s23kKKziqYWioRbJABuePFYZudFcKnYvuw8oVnXE4jhJjIpHgSFcWX7XKKpxTk/LXY1gC6ZlDymKRDzmpTi6eApmkuJxXDjn3PKRyU+RcAj7c1uJxGiB0NrzpBeeXJNvEbzvcSy2sBzownTdMIkkFD0VWe8VTdMteVzOKNPvfhy6mxexjSwix7/mG34wghJjApnkTFsG1FpNBD1/CMp4Az4ylkxhjUsiT9zoHuNr9c1uPN0e1Ox7JnA4u47/e3uZxGiG0K2w1r95S37fnK8+PzmtN6zxcsz3jKOddxZxXUFzSam1vGOK14M9FYnMN7nFblf21eQDaTcTmREGKikk+ZomIkMgVqVF952175zJOd3DbjqdymfEYw5HJS8XqfueSLTC+tx9JMflfscTuOECPy5U57ACYlbMuD13aKp1wpDYBR/t7iK3fe66zSCJRihP2yPXg8Obt+eItwG9+/9ftuxxFCTFBSPImK0ZnMETAHMIoQzg0PyHVmPA2a/fQYtQDMkjbl49KRm18D4G81+7JuzSqX0wjh2L7TngaULHOkeErn+svPigLgH+zEBrrjENCnjHlW8daOPe5kDkm/AMBjbW0upxFCTFRSPImK0ZXMgpmiNgWK4QG5KcKeOLlgF900AjAjFHU3qNipK99zFnGVYECr4von/uh2HCGA7TrtqSKAs/JUcv5pHBxyOu2Vis7QbX+ul74o+HSFEZw29mHF23p3pzME8F++Bdz6y5+4nEYIMRFJ8SQqxkB/L0mPTU1KUfREsA0vyk4RMuPkg7104zQjmBrwupxU7MyUljaO6XbuCj/avFDOJIhxYXjbnocSAJZl4C047a6TqU7nOVmn+14g1zfSppz4dBfSirdz6SWfZ1HhFZSmc29YGgcJIfY+KZ5Excj1baHLMKgZxGkWoUqghgiZMVKRAiXNg4FNs0+Kp/HqnPrZ+FWWdqOZb916ndtxhBhpGGFSxLY9gI4n53zoTvR3OM/JbZvx1FUFrcUivnppUz5eHbNxPQD/iO7LY3/5g8tphBATjRRPomKUklvpMg1qU6rcLGIQAM0bJBVyCqYpZg5Tl7uN49XRx72Pw1PPAfDoNLlzL9xXGDnzNFw8MXLmaSg/AICmh/BoBUwrR1dco6VUIt48x5W84u19/tzP0mRtJa/5uX1gndtxhBATjBRPomJoqQ66TJOaFGT91Sg7hU8PkDFKpALlNuU+l0OKt/WBrBddWazyzuUHP73W7ThikhvetmdSwrKcosmnTPBq2MrCF4yiaSbBUhKA7hhMKdo0tsrK03gVCAY5bvPLADxaewCrXnzO5URCiIlEiidRMcxMl7NtLwV5X7XTptwTZ1DLMuB1mkRMC/hdTinezlkf+TgHZF8E4C9t0rFMuGv7bntWqVw84cH2OY97g3EA/EPdAHTHNQKlMLXRwNiHFbvsqqVnU2t3M6jF+OGLj7gdRwgxgUjxJCqGL99Ll2lQM6jI+atQ9iBhM05KT9NrOm3KZ4arXE4pdsXJHU4Xs2d9i/nJTd9zOY2YzAojDSOKFEtOowivMrEMp4GE4XFuzAzPeOqJgUfVo2myPXg8a2hq4fh2p0HNI437s7l8DkoIId4pKZ5ERVBKESz20qXr1KYgN7zyZMbJBDpHOu1J8VQZPvHxK9k/9y+nI9YU+d9MuGd45ckZkDu88mSSVzkANN3ZEuzP9ZHzwFBA4fPJDKFK8KlDlhJXCfq1ar7z2G/cjiOEmCCkeBIVYahg4dMGMIo6/iLkh1eePHHywW66ysXT9KBs26sUJ21yOpmtCCzmpp9J5z3hjuFuex6KWJYHj26io5Oz0gDYdggAf76f7hg0WjYqJs1OKsGsuYs5rss57/Rwy2LaN8vqkxDinZPiSVSE7lQOzBQ1KSgZfkpmEGUlCZkx0qEhsprzAafNL23KK8WnLv139ss7q09/bIi4HUdMUiNDcili2SY+3fkeMpRzGkSUCs6AXF+un55ypz2zdqY7YcVuu2LRsURUih69nu888mu34wghJgApnkRF6BnMUzQz5Tbl1ShlgRrC6wkzEHG22tTqWQKGXNKV5MRNzhDSZwKLuXHZd1xOIyaj3HZDcm3LwKc57coHM30AFPNOYwh/PkF3DFqKJSJNs90JK3bbgn0O4PiuFQDc33IgmzascTmREKLSySdNURESAwnSpkXNIOR8zpY9HY2SaTIYcO4Mt/lsl1OK3fXpS77A4tzLKM3gD1Oq3Y4jJqHCdt32bNvAq5ybMalUj/MEPYxBCbOUpbu88lTfOtetuGIPfHqfY4mrBH16Ld964o9uxxFCVDgpnkRFGOrroMc0qBleebJTBM0Yg3qOpM/Z8jXN73E5pdgTp2zpRFM2/wzsz/dv+B+344hJpjAy56m8bc92Ou5tG5AbJlBKoeHMeIoUvUypk0K/ksxftB9L253Vp79MOZCXX1jhciIhRCWT4klUhPxAB72GQW0K8r4qlJ0i7ImT0jL0eZwPMtNDUZdTij1x+cWf45Ds8wD8bup0LMtyN5CYVLbNeSph2waecrvynDWENxBB00x8mV7AmfHks6sxZXtwxfnske+nzu4mpcX4waq/uR1HCFHB5F8AURFKqU56DcPZtldeeQqZMdK+Xnq0egBmRWpcTin21IcSOUxVZLV3Dv9947fcjiMmkeFueyZFbMvEU155ytmZkQG53rSzha87Bn6j2ZWc4p2ZNm0eJ25+FoCH6g7iwXuleYQQYs9I8SQqgpbupsfYcdteyIyTD3bRRSMA04Mhl1OKPXXueZ/kmNQzANwzaxEDiT6XE4nJYvshubZt4MHANhS2sjBMZzXbn0+Q9oPpUZgRaVNeqb5y2idotraQ0cIss+R7jBBiz0jxJCqCJ9tDr26MNIygvG0vExogqTlDVqcFpE15Jbso2EJAZdhstPJf99zkdhwxSeS3a1Vu2wamMrCMkvNFrTwgNz/gdNorldCrpU15pYpEY5y69kUAHo8cwk03/8DlREKISiTFk6gI/nwvuaKOaenkfXGUnSJgRugvjweKaHniHtPdkOIdOe49H+A9XeXVp9ZD+OfTj7ucSEwGxZFteyUs28SDQVHlAbAtZzXbl0uMzHgKNs5yLat4575y6RdZnH8JWzO4o7HO7ThCiAokxZMY95RSeFQfkbRGwRtDAcpOo7wBBkN+AFo9RXdDir3iS4ecRIPdSVKr4ntbXnI7jpgEiiMrTxa2ZWBikLcyABQKwzOe+kdmPNVIm/KK9+Et3RiqyEu+BXz1p9e6HUcIUWGkeBLjXipXQjeSVA86551Qaby6l5xhMeBzziS0+Q2XU4q9YerM2Zy61jnU/Vj8EJb97DqXE4mJrlReeTKwnDNPyiBbTANgW07x5Mv30x3XqC1qNDe1uJZV7B0f//iVvCv1NAB/mLUvG9etcjmREKKSSPEkxr3EUAFlpqlKlwfkWk6ziJSWpd8bA2B6SJpFTBT/ccHnWVx4CUszua25jmwm43YkMYEVR4qnErZtYmKQySUBZ8aT18pg2CW6Y+CzYgR9Mk9uIvi3uvlEVJIOvYlvPPNnt+MIISqIFE9i3EuksxTNLNXbtSkPe+IMmgP06s6e9VlhaVM+UXi8Xs7uGsBURV7xzue/fvU9tyOJCWz7lSer3G0vkx8EQNND+HIJwJnx5C+PRRCV79AjjuOUjU8BcF/dEfzytp+6nEgIUSmkeBLjXrK/lwFDoyqtyPu2zXjKBjtH2pTPDMdcTin2pgs+egUn9Dnban4z/XD+/viDLicSE9XwmScDC9syMZVBwc5gmD7Ai788ILcvqggEprkXVOx1X//w5cwrrqaoeflZbVRWuYUQu0SKJzHuZfu76DENqtOQ81c5K09mnGywj15qAZgW8LmcUuxtX9n3GBrsTga0Kr6X3Oh2HDFBWU7ttO3MEwZ5K4fHH0HTNHz5BAMhqNZsjLi0KZ9IAqEQ52zeikcVeMU7n6/+6oduRxJCVAApnsS4l085A3Kr0so582SnCHpi9EdLKM3AR4kGr7Qpn2hmzlnEWa85zSOeCB/Ef/9EumKJva+onCG5zpknZ85T3s5geJw5CP7cthlP/nopniaaiy+6kqV9ywH43fRD+cu9d7mcSAgx3knxJMa90mAvvYZB1XZnnkxPiMGgs9rUZObQNM3llGI0fPGyL3F02jmXcOfsA3jxuSddTiQmmqLtFE8mFrZt4sGkYGUBpwmNP5+guzzjKdosbconomsO/SBNVjspLc51+pDbcYQQ45wUT2L8G+qlTzMI5gOUDD/YQxQ9JsmA8+Gmze9yPjGqrqqbS5XdR7fewDc2veB2HDHBFG0LKDeMsMrb9uwslr2tTXlPDKYULaa0ycrTRNTa1sZ5a15CVxb/DOzH1T/7H7cjCSHGMSmexoHf/+ZWtyOMa1q2j2JOp+iLgxoiaAZJ6zkGhtuUBwLuBhSj6uDD3sVZa54B4NHoEr52g2zfE3vP8LY93bbQlIGORsHKUiqWB+TmnBlPwWKImkjQzahiFH32si+wNOGsbN817XD++JvbXE4khBivpHhyUU9XO+f+9kf8W9Ucrr/hf92OM25p+T68GZ28b1uziJSeptd02pPPDFe5nFCMtmsuvZpjUs72vdtnLeHhP//O5URiohjetqcp8GBgUcLGRiOIpiy8hRTdMfBTI9uDJ7ivHvRe2qyNDGkRrgvBUCrpdiQhxDgkxZOLAoEQncE4Bc3HTTMX8vwKOc+xMyWrz2lT7o05bco9cTKBLrqH25RHZMbTZPDVGQfTZG8lqcX5FkPSVljsFcNznjRbYWJQUDnnC3oYX34ADeWsPHnaXEwpxsLUabP52MZ1eFSBl3wL+cK9N7odSQgxDknx5KJwNMZVlpe4StChN3FN5yq3I41LJQaoSrPDylMu0E03zsDK6QE59DQZzN/nAC5Y9zKGKvGCfxFX/+56tyOJCaA0vG1PKTzKIFdyGgZoegh/LoGtQTZs44vOcDOmGCOXXfRZTmn/OwC/bzyG7/30Wy4nEkKMN1I8uWzpyWdwwav/QFMWTwUP4PM3y0HV7WULFuhDVA8q8r4YykoRMuMMRHIUNR86Ni1+r9sxxRj5t4u/wAc6/wbAb6a8i+/+9JsuJxKVbnhIrmaBiUGuOFw8hfHl+0lEYIpt4a2TZhGTxf+edhn7517E0jwsm7U/f39MhnQLIbaR4mkcuPqyL3Fyr3On69dtx/DTm77rcqLxo28oj2Vmd1h58nnCJMPOXKdGI4tHl3MIk8l3T7mE/XIvUtI8LJt1EI/85R63I4kKVioPydVs58xT0c6hGx7A6zSLKM94ijTOcTWnGDuBYJAv+qqotbvp1ev4erZTzj8JIUZI8TROfOv4c5hfWEVB83P99IX89ZH73I40LiSGChSNQrl4cs482V4fqaDTprzVZ7ucUIy1QCjEVwJ1NNid9Om1/Jcaoq+32+1YokJtK54UpjIo2nkMTwRN03aY8VQ/VWY8TSZHH/c+Pr52BaYq8oJ/Hz7755+5HUkIMU5I8TROVNfUcnXJpMbuoVtv4KvFFD1d7W7Hcl0qlWLQsKlKK7LeGCZ5cobNgDcCwFTZsjcpHfGu93LJuhfxqjyveOdx5eN3uh1JVKhiuXjSlcKDQcHOo+nOzRlfrp/umEas6KGxttrFlMINn7nki5y+9XEA7qk7hv93k4xJEEJI8TSuLD35DD6x5nm8KsdK7zw+vfwPbkdyXS7ZRb9hEE97KJkGITNESsuS8DgfZGaGYy4nFG65/OKrOHPDYwA8UHWUnBcUe2T7bXvDK09KOfOc/Pl+uuMQsOKYhvxzORl9/9wrOWrwaZSmc8uMd/Hjm77ndiQhhMvkX4Nx5opLr+Kc9Y8C8EhsCVfeMrk7/eRTvQwoA6+Kj3TaS/t66NGcTnuzIrUuJxRu+t+P/TvvSTwBwK/ajuebP5EGEmL3lJRzZlKz1ciZJ9t2iidfvp+emEbAbHIzonCRpml8d/HxzC2uJqcFuH76Qv78x1+5HUsI4SIpnsahay/6Iif2OR3F7mg5nq/e8A2XE7nHTvdQzOk7zHjKB7voLM94mlE++yQmrx8dfw4H5F7A0kxunHMEy34md4bFrrPKP+vK6bZXsPNoWgijlMMsZemJKcJBaVM+mbVOm8lXlJc6u5tevZ6vB3y89MI/3Y4lhHCJFE/j1I9OuohDM89iawY/m3Uc3/nJ5Nxrbad7KeX1HWY8pUIpMloYgLaAnHma7MLxON9u2YdppQ0MaRG+P3Uhf/ztL92OJSqApRSK8sqT5cx5Ktp50AP48wksHTwBG2/NLJeTCredsPSD/NumVwmpQdaZM/hMx6t0tm9xO5YQwgVSPI1TgWCQn+z3bhYWVlLQ/Px4zpEs+9kP3I419nL9aDm93GkvScCMkYg4l221liVkGC4HFOPBgn0O4Jp8kTq7mx69nq9F4/z10T+7HUuMc8MzngB021l5Ktp5NC2IL9dPTwyarRLBBimeBFx84RVcuvpveFWel3wLuPTZB0lLC3MhJh0pnsaxKc2tfKd2KtNKG0hrEb4zdRG33foTt2ONKSuXwJ/RRlaeNK+fwVAAgFZv0eV0Yjw58X0f4gtb1hBX/Ww1Wri6lGPF8sfdjiXGsZLaVjwNn3kq2Dk0Peg0i4g5bcprWqVNuXB84RNf4sI1D6Eri6dC+3Pxo7eTzWTcjiWEGENSPI1z+x14OF8rlGi0O0joNXyjaSa3/fKnbscaM9ligmjGmfGENUjJ42HAV25THjBdTifGm/PO/ySfWvsMIZVmvTmdKwc7ePG5f7gdS4xTxR2Kp23d9tCCTrOIONQXobmp1b2QYtz52iVf5iObHwbg0egSLvrLL6SAEmISkeKpAiw9+Qz+M9lXHgpax7VTZvCr225wO9aYyNsDxIcUOW8cv26T1vMkvFUAzAyGXU4nxqPLL/4CV7z2JH6VZbVnLp/s2czz/1zudiwxDm2/8oStlbvt5Z2Vp1yC7phGsBQh4JMbNWJH3zn/C5y5+SHA6Yx70QNSQAkxWUjxVCE+cNq5fG2ghwa7k169jv9unM6tt/zI7VijrsAgsSHI+QKEzTApc4AevQ6QNuXizX320i9w+at/JaAyvOaZzScTHTz51wfdjiXGmeHiyVAllDLQFdhoaJpn24wnrc7dkGLc+sFHP89ZW53vK4/EnRWoocGUy6mEEKNNiqcKcurp5/HVRCf1dhe9eh3/1bKA//vp/7oda1QVtAyRjE7egJAZJxfopLvcpnxmOO5uODGuXXXZ1fzbq48RVGnWeWZwZXGIP99zp9uxxDgyPCBXx0LZOpptgeacqfTlnDNPYf809wKKce/7517FmcMFVGwJ5/z1Lrq7Ol1OJYQYTVI8VZgPfugC/ivZQ6u1maQW5zuzj+CbP5mYc6AKJZuinieSD6PUIGFPjHQ4wYDmbNubJm3Kxdv47GVf4rNrniSsBtlgTOPfg3FuueXHbscS44RdXnnSsbFtA2wLNGdArj8/QDpqE4pJpz3x1n5w7lWcs/FBdGXxj9CBnPPcI7zywjNuxxJCjBIpnirQB047l++ZXmYXXyOrBbl+zgl8cdnEmwOVzBYpGkV8JafTXtCM0RtxPuxEtSxxj5xDEG/vU5d8gS9tfI5au4duvYH/bFnItyfp3DSxo+FO5RoKpXRsq4imB/EWUhTMEjGPRUDalItd8J0LruLja+7Hq/K86FvAxd2buO+Pt7sdSwgxCqR4qlBHvmspN7bMZr/cixQ1Lz+fcSIfu/u6CTVzIpktUqCESQxlpzA9YVIhPwAtnoLL6UQl+diF/8Y3BjposzaS1qJcN+c4vvSzibliK3adxfYrTzrYFpoWwJdL0B2DFqtErFnalItd85+XfJlPvfYQIZVmrTmTq0J1/GjZd92OJYTYy6R4qmDzFuzH7YecyPEDTwJwX83RfOiJP/DS80+5nGzvSA0OUipCweusPFleH8lACICpfrl0xe75wOkf5SfxGhblX6Gg+fjZ9JP46G+uZ2Ag4XY04RJ75MyTja0MbKsA5RlPPXGNpqLFlDZZeRK77qpLv8zVG5+n3u6iT6/jf6Yfzpdv/KbbsYQQe5F8Aq1w1TW13PbBT3LOpr9gqBLP+RdzQW83P7v5B25He8eyqT6snE7eF8NQWXKmTX+5Tfn0QNDldKISHXDQkdx50LtHbjj8pfoITnvqAR77yx9dTibcYI2ceVIoS6dk59G0IP5cP90xCJeCVIUDLqcUlebiC6/gB6Uc8wuryGt+ls16Lxf+5jp6ujvcjiaE2AukeJogvnP+F/i3V/9CVCXZYrTyn22H8IWfV/bdrnw6gcrp5H1VhAydlD5Ir1EDwKxItcvpRKWqqa3jtg9+kgs2/BmvyvOKdz5XGAH+V85BTTp2+WcdG832ULILaFoQXz5Bd1wjoKrRNM3VjKIyHbv0FO5YfBTHppwZc3+uPprTnv87v/3trS4nE0K8U1I8TSD/ftmX+Fb/JuYUXyWnBbhl2ns5/Z4bK3YbnzWUQM/qZL1BwkaIoUAXXeU25bNlxpN4h7554Rf5wpq/UWv30KvX8b057+Fjv/4hvd1dbkcTY2R45UnDRlcmRTtX3rY3QHccwt4WdwOKitYwpZlfnfIJzl/3AH6V5TXPbL4Qn8b/u0HOWwpRyaR4mmBOPf08fn/gcZzY9zc0ZfNE+GA+0pesyHbmdqYfM6uR9XoIe+JkQj0kcFaepgdlK41456645PMs85scnHkOWzO4r+4oTnnhb9zyix+6HU2Mge3PPOm2h4I1vG0vQU8UYlFpFiHeuf+56N/5yvqnyg1rItww+yTOuOdGnn3mb25HE0LsASmeJqDqmlp+fsanuPy1+6m2++jR6/nBnPfykd//mJUvPut2vF1WyvTjy2rkDUXIE6cvVkRpOgEK1HgMt+OJCeLQI47l7uM/wkc3/hm/yrDWnMVXWg/m8tu/I80kJrjt5zwZtpeiyqPpQXz5frSwTaButssJxURx0UWf4dfT5nBs8h8A/D18MOemCnxNtgsLUXGkeJrA/uPSL/EzLxyRfgal6TwaW8KZ3T18tUK2DOTzfUSzIWyG8HoiDEScNuXTvFk5hyD2Kp/fz7cu+CL/3fEis4pryGt+fjPleN77zF/5vxu+5XY8MUqs8s/DK09FK4emPOT1QeqMEvEWWXkSe8+0WfP51amX8W+r76PO7iah1/DjuSfywXtv4oF7fu12PCHELpLiaYI77Kjj+c37L+ay1+6jSiXo1hv4yeyTWPrnX3LbL3/qdry3lCn0E8k7M55sr59EIArAjICsOonRcc45l/LAkqWcufVBAirDBnM61846jnN+/yOe/Otf3I4n9jJ75MyTwrC8FJTCX0jSE1c0F0s0tM1xOaGYiL502Zf4RSTIsakn0ZTN8tBBfCLUxBW3fYe+3h634wkh3oYUT5PEVy/5Er/ww/EDy9GVxQv+RVzdtD8fu/s6Vvzjcbfj7VTOShIoxtHsQQqmRq/XOe80NxRxOZmYyEKRCD849yq+2/ca+2dfxNJMHo4dzvmWn0/d+m26u9rdjij2Emv7M0/KpKR0/Pl+uuMasZKPunjU3YBiwjrgkCP51Smf5MrXHqTV2kRGC3N30/G85/mn+MZPvu52PCHEW5DiaRI55PDjuO2Dn+D/rXuMOcVXKWpe7qs5mrMyistv+w4b1q5yO+IOctYgHjtGUFckPQm6dKfT3vxYvcvJxGTwwQ+dz59POo/LXr2PKXY7g1qUu1pO4L0vPst/3PQNspmM2xHFO2Sz7cyTafsooo3MeAracdkeLEbdVZf+O39efAgf3voQITXIVqOF6+a+n+MfuJ0f3Pi/bscTQuyEFE+T0GUf/xwPHPk+Llz3Z+rtLga1GL9pOp73bdjM52/+Hzq2bnY7IgA5O4NBFSHDIB3aSjvNAMyLVLmcTEwmX730S/xp7gI+1OF8uGk3Wrhp5kkc8+SDXHPDtVJEVbDhbnsaCtPyUlTmyIynmNnsbjgxadTWN3LduZ9nmern6NTTGKrEy94FXDvr3Zx43638+AYpooQYT6R4mqQCwSDXXvRFHpi3gDO3PEhc9dOr1/HLqUs5YdVqrrjtO6535lOFIXLeEGEzTF8sRU4LYGAxLeBzNZeYfJpapvHDsz/PrWaBpX1/x6+ybDKm8tPZJ3Lckw/w5WXXkpTOfBWnpJwxuToWuu3B0rz4cwN0x6AqIp32xNh61/Ef4NenXMJ/b1zOoZln0ZTNc4F9+M9Zx3Pin2/hO9K8RohxQYqnSW5Kcys/OO8qflcX45SuR4mqJH16LXc3Hc8HetJ8/K7ruO9el7oA5fJkfT5Cnmp6Yk6TiCYjjUeXrTTCHYcffTy/OOMKfprZzLsH/o5X5VlvTGfZjBM5asUzfOqX3+H5FX93O6bYRSW7CJTPPFkGaAH8+QRWxCZcK532hDsuuPBT/OHkj/H/1j3MfrkXUZrOc/7F/O/s93D0X+7imhv+m2R/n9sxhZi0TLcDiPFh/j4H8NN9DmDVK8/z42cf5OEp+9Kr13Nv7dH8WZU44E8/54jNHXz6o58hEAyOSSY9WyTn0dH9EfrCzsHtWX4pnIT7lr7vwywF/vLn33P70Bb+Vr0v3XoDdzU3cF8yzaG//zHH9he4+MJPux1VvAWrXDxpKLSShqYF8OT7iQRLxKcucjmdmOw+8fGr+ATwk5u+x/2NUZ4J7surntm8Ons2v312BYf3vMwZsam8+8TT3I4qxKQixZPYwbwF+/GDBfvR09XOt/90C4+3zmW9OZ1ngvvzzNz9uevJRzisezUnhZo5+ZSzRjWLkbPI6zaW10un32kSsTgqnfbE+PGeE0/lPcDzK55g2aqHeKxxMT16PY/ElvBIDG75y90c1r6Gc/Y5mv0OPNztuOJ1LLsEOCtPWBqaHiTl76fZKtEyY6HL6YRwXPbxz3IZcPfdP+d3Ro4nY873mT801PMnVWT/+37OwZvbueKMS6iuqXM7rhATnqZUedDFJJJKpYjFYiSTSaJRaUX7dn7w02/xeFMVz4T2oaA5g2p1ZTGv+CoHtm/inMVH7fUPhkXL5qef3B8tdxrNM2r4+lFT2aq18ouFTSytl257YnwaTA7w7Tt/zD/aWviXdwFKc7ab+lSO/bKvsP/WTi496TymtLS6nFQA/H7rei57NclstYqr7utnc69OvPsH9Jyg85krX3I7nhA7tfLF57jx2Qd5snkOG4xpI4/HVT8HJldxSFeKSz76qTHbJSLERLA7tYEUT1I87bK/P/YAd2x9iRX1M1hvTh953KtyLMqtZlFXJye1LeRdx7/vHf9Zg7kit192PAHtWEqLs3x53zNRmsHzhy+k0ed5x7+/EKPt7l/fxP0M8Y+aBfTq2+4GR1SKfYdWs7Cjh/OP+yAzZs13MeXk9psta7j8tTRz7JV8/k99dHcpktqPiR7YyMWffcTteEK8JaUU1934LZ5oqOLZyHzS2radGY12B4uTa9m3d4hPnH05wXDYxaRCjH9SPL0NKZ7euZ/f/EP+FlKsqJ4zMn8JnBWpWaW17NO7hUNLPj760cv36PfvSWX542VnUhU6iBePSfDj5guIaRlWHbNEZq+IipLNZPi/X1zHP5uqeDYyj0EtNvI1n8qxIP8aC7s6OCrcwClnnO9i0snnzk0r+fTaPPPsl7nynh4GtxZ5rvFmDl14BB+67Aa34wmxyzasWcWyR37DipYWXvTPp6h5R74WV/3sk36NeV09nLLP4Rx02LEuJhVifJLi6W1I8bT3ZDMZfnzLdbxQF+al2DS2Gi07fL3W7mZOZhOzens5MtbCB047d5d+3y2d3Tz4b19gSv1+/ObEFPcEP8CxoQF+dci7RuFdCDE2eno6+clvf86LjdW8GJlNv1a9w9ebrS3MTW9mdnc/p+x3FAcccpRLSSeH2za8xOfWl5hvvcyn/9iOWj/IvfvdzbmLL+fYD+3ZjR8h3Pb8P5/gjn/9jZcaG3nJP4ectm37nqFKzChtYG6ynXk9Q3zkfWfS3DbDxbRCjA9SPL0NKZ5Gz623/Ih/mDleqm1hjTkDS9uxJ8kUu51ZQ1uYmuhnvu3nzDMuIByNveH3WbfuVR67+ofUTl/AD94T5GV9X/5fm8knZ0oHLDExpFMpbrr9R7xQG+Ll+FQ2GW07fN1QJdqszUwf6mRa3wBLatp4/6nnuJR2Yrp1/QtctUGxwHqRK37fTnD1Fu494QE+ftzP2O/gI92OJ8Q7tu61l7n1sT/wUkMtq0LT6NF3PDPsUzmmlzYyPdXN9L5B3re/3LQRk5MUT29DiqexseIfj3PPv/7Oa3VxXos0s1lvRWk7jhYLqTTTipuZOthDayLNolgD73v/R3h1zXOs+MYf4HCTryw6DUszefzgOcwJywFYMTE9/MDveWjLSl6rr2VVcNoO56SG1drdtOU7aB7sp2Ugw6Etc3nvyae7kHZi+PnaFXxxk8Gi0r+47Ldbib/yEn8/bTmf/fjLxEIBt+MJsdf94hfX86ye5dXaelb7ZpDRdjwLpSmLFrud1mwXzckB2tIF3nfUScxfuJ87gYUYI1I8vQ0pntzx2MP38uD6f7GhJs6GcAObjNYd9mUPC6o0zaVOmnIJkgGT580DmK4nWH7McS6kFsIdd9y5jGeHetlQG2d9sIktetNI977txVWC1kIHzUMJ6lNDtBTguMOOZdG+h7qQurLc+NpTfGWLj0WlF7j47nY8Gx5n49JOPnvlc25HE2LUZdJpfvHrG1nltVhfVc06fwu9+hu72WrKYordSXO+m4ahFA2pDFONAO9fejpTmqRzqJgYpHh6G1I8jQ8dWzdz5723sy5ksLGqms2+Brr0hjds9QP44awgH2qd40JKIcaHp/72CA+98g82xwJsjcbZ7GukS2t4w2rusBq7h8ZSDw3ZJNVDGaozeZo1P8csOZZ5C/cf4/Tj0/Ur/8bXOyMsLj7PBXd1kRz4Lf6jm7jwU79zO5oQrvjjb3/J04nNbI2H2RKuZrO3iQGtaqfPNVSJetVNQ6GP+kyS6qEsdZkiU8NVvOfdH6S+oXGnrxNiPJLi6W1I8TR+rV+7knsf/iObPIqOWJSEP8zJbTO4fJGcPxDi9f65/FEeeeFJNkf8dESidPqr6DLrGdTe+vtaVA1QayWoKSSJ5zPEsjmiuQJVBUVrtJajjn4vza1tb/l7TATfe/ER/qe3mn2Lz3Hunb2s9tzMMcecz7s/8gW3owkxLpSKRf74h9t4IdFBRyxAVzhKl7eaTqOBnPbmW1s1ZVGtEtRY/dQUUsRzWWKZHNFckVplMLt5Gse862RpoS7GDSme3oYUT0KIieyh+/7Aio2v0BEy6YmE6fOH6fPE6NVryWpvf25QUzYRBonbScLWEOFSjnAxR7BQIJQvEM6XiJQU1Z4AUxtbOfiwd1FdUzsG72zv+tZzD/DdgQb2KzzHubd18GrLzZx93u+YN3+h29GEGNeGBgf54+9+yWvZBF0RPz3hMAlvhD5PnF6tdqdb8l/PUCViKknMThG2MoRLOUKFPKFCnnC+SLBoEbN16gMRprdM54CDjiQUibzt7yvEntid2uCN+6P2okQiwac+9SnuuecedF3n9NNP5wc/+AHht7jTkMvl+NznPscdd9xBPp9n6dKl/OhHP6KhoQGAm2++mQsvvHCnr+3q6qK+/o37dYUQYjI54aRTOIFT3vB4Ppdj+RMP8/xrL9HlsekP+RnwB0j6gqTMMAN6lAEtjqWZpIiRMmJgAG/zOUh7YRN+XiWgsgRUFr/KE7CcH36rSKBUxFcsEiiW8BUtvJaN11L4FPg1g6DpJRoKUxuvo6VtGlOnzSEQHP3mMIVSAQBdgZZLE4gbzJ67YNT/XCEqXSgS4SMf/cROv5bsT/Dg/b9h7UAPfQGDRChA0ucn6Q0yYEZI6jFSRLE0k4RWQ0KvcT6N+oDQm/+Z+jOvEiCLX2UJqBx+O0/AzuO3CvitIv5SEV+phL84/MMiYCkCto7PMAj7Q1RFYjQ0tDB9xhyqauvweDyj8vcjJrZRXXk68cQT6ejo4Kc//SnFYpELL7yQgw8+mNtvv/1NX/OJT3yCP/3pT9x8883EYjGuuOIKdF3niSeeACCbzZJMJnd4zQUXXEAul+Oxxx7bpVyy8iSEEDs3lB7kiccfZPWWNfRRIu01GPJ5GfJ5SXt8pD1+howAaT1EWgszpI3OthuvyuEjj1cV8KkCHlXExMKjShjKxrQtTGVhKAvTtjGUhce2MWzb+fUbflaYlkJXCt0Cw1asaonzt+ASDso/yxk3Po3+7hwfvezmUXk/Qohttm5az9///iBbU30kTBjymqR9HjJeH2mvjyHDT9oIjnyfeastgntKUzZeCnhxvr94KOJVBbyq5PzaLjk/lIVh2xiq/MO2MZRyfra3/Vq3Faa17b+3PQ8MpTBtMBUYaOiArukYmoapGZimgWkYmLqJx+vF6/Xi8/rxmB68Xi8e04NpegkE/Hh9fgKBIIFABL8/QDAUwpQi8B0bF9v2Vq5cyYIFC3jmmWc46KCDALj//vs56aST2LJlC01NTW94TTKZpK6ujttvv50zzjgDgFWrVjF//nyWL1/OYYcd9obX9PT00NzczLJlyzjvvPN2miWfz5PP50d+nUqlaG1tleJJCCHeoY6tm3n2n0/Q1d/FQC5LRrPJGhpZr0HOYzo/TA9Z00PW8FHQTfK6l6LmIa95KeChoPko4N2lrT6j4ZDssxz/21/x/i/+kBkz57mSQQjx5ta8+hIrX3mRrkQXyUKWjKbIGBp5j0HOa5IzTfLl7zM5w0PO8JLTfWR1P3l8FDXPcJm0066llUxTFjoKHRsNGw3e8DModBSg0FA7Pkc5j+34NbXDD8rPo/y1kT+7/HzKf8bwn+U8f/vHtr3u9a8JWjkefK/7MwzHxba95cuXE4/HRwongBNOOAFd13nqqaf44Ac/+IbXrFixgmKxyAknnDDy2Lx582hra3vT4umWW24hGAyOFFs7c+211/K1r33tHb4jIYQQrzeluZWTm8/aK79Xoq+X9a+9QmdXO4lkgnQ+Q9YqkkWRN8DSNEq6hqVrlHSdkqFj6TolQ3N+1g0sTaekO48Xh3+t7fizrRlY6Fiaga5sDl69mXmnnymFkxDj1Kw5i5g1Z9E7/n2ymQwdW9azcf0a+vp6GBwaJGMVyNs2ed2moEFR1ykaGkVTp2AYzvcZzfkeY+s6JU3HLn8PsjW9/L3F+dkqf4/Z/r9LGCPfc0qaiY3u/NA07JGyR0ehbfvayHPevtBTmoEFWHv6l6K9/VNGU9RIvv2TxplRK546OzvfcP7INE2qq6vp7Ox809d4vV7i8fgOjzc0NLzpa5YtW8bZZ59NIPDmS7pf/OIXufLKK0d+PbzyJIQQYvyorqmluubosf+D333q2P+ZQogxFwgGmTFnITPmjP+mMIVcDsuyyAylyWQHKRbz5LN58vkMuVyeXKFAqZgjXypRKhSxVImSZWFZFrZtY9kWylZYysa2LWwUtq1QysZWCgsFSjmPK+WsPSmwNYUq/xrAxllLUtq2Oktt9wMUStt+zWm755RfoJSGBiit/Fzl/DdoGErBcceM6t/l3rbbxdPVV1/N//zP/7zlc1auXLnHgXbH8uXLWblyJbfeeutbPs/n8+Hz+cYkkxBCCCGEEO+E1+8HIBAKUUODy2nE9na7ePrc5z7HBRdc8JbPmTFjBo2NjXR3d+/weKlUIpFI0Ni488FpjY2NFAoFBgYGdlh96urq2ulrbrrpJvbbbz8OPPDA3X0bQgghhBBCCLFbdrt4qquro66u7m2ft2TJEgYGBlixYsVIcfPII49g2zaHHnroTl9z4IEH4vF4ePjhhzn99NMBWL16NZs2bWLJkiU7PDedTvPrX/+aa6+9dnffghBCCCGEEELsNn20fuP58+fz3ve+l4svvpinn36aJ554giuuuIKzzjprpNPe1q1bmTdvHk8//TQAsViMiy66iCuvvJJHH32UFStWcOGFF7JkyZI3NIu48847KZVKnHvuuaP1FoQQQgghhBBixKgOyb3tttu44oorOP7440eG5F533XUjXy8Wi6xevZpMJjPy2Pe+972R524/JPf1li1bxmmnnfaG5hJCCCGEEEIIMRpGdUjueCVDcoUQQgghhBCwe7XBqG3bE0IIIYQQQoiJRIonIYQQQgghhNgFUjwJIYQQQgghxC6Q4kkIIYQQQgghdoEUT0IIIYQQQgixC6R4EkIIIYQQQohdIMWTEEIIIYQQQuwCKZ6EEEIIIYQQYhdI8SSEEEIIIYQQu0CKJyGEEEIIIYTYBVI8CSGEEEIIIcQukOJJCCGEEEIIIXaB6XYANyilAEilUi4nEUIIIYQQQrhpuCYYrhHeyqQsngYHBwFobW11OYkQQgghhBBiPBgcHCQWi73lczS1KyXWBGPbNu3t7UQiETRNczVLKpWitbWVzZs3E41GXc0iKoNcM2J3yTUjdpdcM2J3yTUjdtd4umaUUgwODtLU1ISuv/Wppkm58qTrOi0tLW7H2EE0GnX9whGVRa4ZsbvkmhG7S64ZsbvkmhG7a7xcM2+34jRMGkYIIYQQQgghxC6Q4kkIIYQQQgghdoEUTy7z+Xxcc801+Hw+t6OICiHXjNhdcs2I3SXXjNhdcs2I3VWp18ykbBghhBBCCCGEELtLVp6EEEIIIYQQYhdI8SSEEEIIIYQQu0CKJyGEEEIIIYTYBVI8CSGEEEIIIcQukOJJCCGEEEIIIXaBFE9j4Prrr2fatGn4/X4OPfRQnn766bd8/l133cW8efPw+/3ss88+3HfffWOUVIwXu3PN3HjjjRx11FFUVVVRVVXFCSec8LbXmJh4dvf7zLA77rgDTdM49dRTRzegGHd295oZGBjg8ssvZ8qUKfh8PubMmSP/Pk0yu3vNfP/732fu3LkEAgFaW1v57Gc/Sy6XG6O0wk2PP/4473//+2lqakLTNH7/+9+/7Wsee+wxDjjgAHw+H7NmzeLmm28e9Zx7QoqnUXbnnXdy5ZVXcs011/Dss8+y7777snTpUrq7u3f6/CeffJKPfOQjXHTRRTz33HOceuqpnHrqqbz00ktjnFy4ZXevmccee4yPfOQjPProoyxfvpzW1lbe8573sHXr1jFOLtyyu9fMsA0bNvD5z3+eo446aoySivFid6+ZQqHAu9/9bjZs2MDdd9/N6tWrufHGG2lubh7j5MItu3vN3H777Vx99dVcc801rFy5kmXLlnHnnXfypS99aYyTCzcMDQ2x7777cv311+/S89evX8/JJ5/Msccey/PPP89nPvMZPv7xj/PAAw+MctI9oMSoOuSQQ9Tll18+8mvLslRTU5O69tprd/r8D3/4w+rkk0/e4bFDDz1UXXrppaOaU4wfu3vNvF6pVFKRSET94he/GK2IYpzZk2umVCqpww8/XN10003q/PPPV6eccsoYJBXjxe5eMz/+8Y/VjBkzVKFQGKuIYpzZ3Wvm8ssvV8cdd9wOj1155ZXqiCOOGNWcYvwB1O9+97u3fM4XvvAFtXDhwh0eO/PMM9XSpUtHMdmekZWnUVQoFFixYgUnnHDCyGO6rnPCCSewfPnynb5m+fLlOzwfYOnSpW/6fDGx7Mk183qZTIZisUh1dfVoxRTjyJ5eM//5n/9JfX09F1100VjEFOPInlwzf/zjH1myZAmXX345DQ0NLFq0iG984xtYljVWsYWL9uSaOfzww1mxYsXI1r5169Zx3333cdJJJ41JZlFZKunzr+l2gImst7cXy7JoaGjY4fGGhgZWrVq109d0dnbu9PmdnZ2jllOMH3tyzbzev//7v9PU1PSGb0JiYtqTa+bvf/87y5Yt4/nnnx+DhGK82ZNrZt26dTzyyCOcc8453HfffaxZs4ZPfvKTFItFrrnmmrGILVy0J9fM2WefTW9vL0ceeSRKKUqlEpdddpls2xM79Waff1OpFNlslkAg4FKyN5KVJyEmkG9+85vccccd/O53v8Pv97sdR4xDg4ODnHfeedx4443U1ta6HUdUCNu2qa+v54YbbuDAAw/kzDPP5Mtf/jI/+clP3I4mxqnHHnuMb3zjG/zoRz/i2Wef5be//S1/+tOf+PrXv+52NCHeEVl5GkW1tbUYhkFXV9cOj3d1ddHY2LjT1zQ2Nu7W88XEsifXzLBvf/vbfPOb3+Shhx5i8eLFoxlTjCO7e82sXbuWDRs28P73v3/kMdu2ATBNk9WrVzNz5szRDS1ctSffZ6ZMmYLH48EwjJHH5s+fT2dnJ4VCAa/XO6qZhbv25Jr5yle+wnnnncfHP/5xAPbZZx+Ghoa45JJL+PKXv4yuy/17sc2bff6NRqPjatUJZOVpVHm9Xg488EAefvjhkcds2+bhhx9myZIlO33NkiVLdng+wIMPPvimzxcTy55cMwDf+ta3+PrXv87999/PQQcdNBZRxTixu9fMvHnzePHFF3n++edHfnzgAx8Y6XDU2to6lvGFC/bk+8wRRxzBmjVrRgptgFdffZUpU6ZI4TQJ7Mk1k8lk3lAgDRffSqnRCysqUkV9/nW7Y8VEd8cddyifz6duvvlm9corr6hLLrlExeNx1dnZqZRS6rzzzlNXX331yPOfeOIJZZqm+va3v61WrlyprrnmGuXxeNSLL77o1lsQY2x3r5lvfvObyuv1qrvvvlt1dHSM/BgcHHTrLYgxtrvXzOtJt73JZ3evmU2bNqlIJKKuuOIKtXr1anXvvfeq+vp69V//9V9uvQUxxnb3mrnmmmtUJBJRv/rVr9S6devUX/7yFzVz5kz14Q9/2K23IMbQ4OCgeu6559Rzzz2nAPXd735XPffcc2rjxo1KKaWuvvpqdd555408f926dSoYDKqrrrpKrVy5Ul1//fXKMAx1//33u/UW3pQUT2Pghz/8oWpra1Ner1cdcsgh6h//+MfI14455hh1/vnn7/D8X//612rOnDnK6/WqhQsXqj/96U9jnFi4bXeumalTpyrgDT+uueaasQ8uXLO732e2J8XT5LS718yTTz6pDj30UOXz+dSMGTPUf//3f6tSqTTGqYWbdueaKRaL6qtf/aqaOXOm8vv9qrW1VX3yk59U/f39Yx9cjLlHH310p59Nhq+R888/Xx1zzDFveM1+++2nvF6vmjFjhvr5z38+5rl3haaUrJ0KIYQQQgghxNuRM09CCCGEEEIIsQukeBJCCCGEEEKIXSDFkxBCCCGEEELsAimehBBCCCGEEGIXSPEkhBBCCCGEELtAiichhBBCCCGE2AVSPAkhhBBCCCHELpDiSQghhBBCCCF2gRRPQgghhBBCCLELpHgSQgghhBBCiF0gxZMQQgghhBBC7IL/DwK5mDAfzCs7AAAAAElFTkSuQmCC", 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" ] diff --git a/Replay.ipynb b/Replay.ipynb index 40e9bfe..05115ad 100644 --- a/Replay.ipynb +++ b/Replay.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -33,7 +33,7 @@ "*\n", "* 1 cells in 1 populations \n", "* Population: pop0 with 1 components of type BallAndStick\n", - "* Locations: [(966.4535, 44.0733, 7.4915), ...]\n", + "* Locations: [(96.6454, 44.0733, 0.7491), ...]\n", "* Properties: color=1 0 0; region=region1; \n", "*\n", "* 0 connections in 0 projections \n", @@ -53,6 +53,7 @@ "from pyneuroml import pynml \n", "\n", "test_net_file = 'TestNet.net.nml'\n", + "test_cell_file = 'BallAndStick.cell.nml'\n", "\n", "nml_doc = pynml.read_neuroml2_file(test_net_file)\n", "\n", @@ -61,10 +62,227 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "libNeuroML >>> INFO - Converting NeuroML2 file: TestNet.net.nml to SVG\n", + "libNeuroML >>> INFO - Executing: (java -Xmx400M -jar \"/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/pyneuroml/utils/./../lib/jNeuroML-0.13.3-jar-with-dependencies.jar\" TestNet.net.nml -svg) in directory: .\n", + "libNeuroML >>> INFO - Command completed successfully!\n", + "libNeuroML >>> INFO - Output: \n", + " jNeuroML >> jNeuroML v0.13.3\n", + " jNeuroML >> >>> JNML generated file: /Users/padraig/git/NeuroMLSBMLShowcase/TestNet.net.svg\n", + " jNeuroML >> \n", + "libNeuroML >>> INFO - Successfully ran the following command using pyNeuroML v1.3.13: \n", + " java -Xmx400M -jar \"/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/pyneuroml/utils/./../lib/jNeuroML-0.13.3-jar-with-dependencies.jar\" TestNet.net.nml -svg\n", + "libNeuroML >>> INFO - Output:\n", + "\n", + " jNeuroML v0.13.3\n", + ">>> JNML generated file: /Users/padraig/git/NeuroMLSBMLShowcase/TestNet.net.svg\n", + "\n" + ] + }, + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "100.0 μm\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from pyneuroml import pynml\n", + "pynml.nml2_to_svg(test_net_file)\n", + "from IPython.display import SVG, display\n", + "display(SVG(filename='%s'%test_net_file.replace('.nml','.svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "libNeuroML >>> INFO - Loading NeuroML2 file: TestNet.net.nml\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from pyneuroml.plot.PlotMorphology import plot_2D\n", + "\n", + "plot_2D(test_net_file, plane2d='xy', )" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "libNeuroML >>> INFO - Loading NeuroML2 file: BallAndStick.cell.nml\n", + "libNeuroML >>> INFO - Processing 1 cells\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "97a444a5cc8f44809b8c801c1417fdb2", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/vispy/app/backends/_qt.py:840: DeprecationWarning: sipPyTypeDict() is deprecated, the extension module should use sipPyTypeDictRef() instead\n", + " QGLWidget.__init__(self, p.parent, hint)\n", + "libNeuroML >>> INFO - Processing 10 segments\n", + "0 of 10| |Elapsed Time: 0:00:00\n", + "10 of 10|################################################|Elapsed Time: 0:00:00\n", + "/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/OpenGL/GL/VERSION/GL_2_0.py:387: DeprecationWarning: tostring() is deprecated. Use tobytes() instead.\n", + " name = name.tostring().rstrip(b'\\000')\n", + "/opt/homebrew/anaconda3/envs/py39n/lib/python3.9/site-packages/OpenGL/GL/VERSION/GL_2_0.py:416: DeprecationWarning: tostring() is deprecated. Use tobytes() instead.\n", + " name = name.tostring().rstrip(b'\\000')\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "9a749122b0334cfba617135b1ece9117", + "version_major": 2, + "version_minor": 0 + }, + "text/html": [ + "
snapshot
" + ], + "text/plain": [ + "CanvasBackend(css_height='600px', css_width='800px')" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from pyneuroml.plot.PlotMorphologyVispy import plot_interactive_3D\n", + "\n", + "plot_interactive_3D(test_cell_file)" + ] } ], "metadata": { diff --git a/TestNet.json b/TestNet.json index e44e5b2..9ac1d2c 100644 --- a/TestNet.json +++ b/TestNet.json @@ -34,9 +34,9 @@ "x": 0.0, "y": 0.0, "z": 0.0, - "width": 1000.0, + "width": 100.0, "height": 100.0, - "depth": 1000.0 + "depth": 100.0 } }, "populations": { diff --git a/TestNet.net.nml b/TestNet.net.nml index 60ae58e..4240d70 100644 --- a/TestNet.net.nml +++ b/TestNet.net.nml @@ -16,7 +16,7 @@ - +