{ "cells": [ { "cell_type": "markdown", "id": "31a94bbd-34ef-404b-a9be-4f3a216a8c3c", "metadata": {}, "source": [ "# Processing statistics files\n", "\n", "In this example we show how one can use pysemtools to process statistics" ] }, { "cell_type": "markdown", "id": "f9ad6337-6ba4-47c7-b687-0bf119a5b637", "metadata": {}, "source": [ "#### Import general modules" ] }, { "cell_type": "code", "execution_count": 1, "id": "8b4ca2be-46e8-443b-ab44-6d1a60abfec4", "metadata": {}, "outputs": [], "source": [ "# Import required modules\n", "from mpi4py import MPI #equivalent to the use of MPI_init() in C\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "# Get mpi info\n", "comm = MPI.COMM_WORLD\n", "\n", "# Hide the log for the notebook. Not recommended when running in clusters as it is better you see what happens\n", "import os\n", "os.environ[\"PYSEMTOOLS_HIDE_LOG\"] = 'true'\n" ] }, { "cell_type": "markdown", "id": "7422d8d8", "metadata": {}, "source": [ "## Index the files\n", "\n", "The first step we will do is to index the files that we will use for this example. By indexing we mean that we will gather a json file that will contain all the information of the files we want to process.\n", "We do this to ease the process of averaging, since we can easily inspect what are the attributes of the files.\n", "\n", "In our case we will index statistics files produced from neko, but one could also index other type of files. This only works for nek5000 type of files.\n", "\n", "you can check the documentation for this. We note that at this stage, it is important to include the time interval in the indexing." ] }, { "cell_type": "code", "execution_count": 2, "id": "20debdd3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "=========================================================================================\n" ] } ], "source": [ "from pysemtools.postprocessing.file_indexing import index_files_from_folder\n", "\n", "index_files_from_folder(comm, folder_path=\"../data/sem_data/statistics/cylinder_rbc_nelv_600/\", run_start_time=200, stat_start_time=200, output_folder=\"./\", file_type=[\"mean_field.fld\", \"stats.fld\"], include_file_contents=True, include_time_interval=True)" ] }, { "cell_type": "markdown", "id": "b8dfc865", "metadata": {}, "source": [ "Now we have written a file index with the two types of files in the input folder. If you inspect the file, you will see that there is a lot of information regarding the files. We will use this info to average them in time.\n", "\n", "## Average in time\n", "\n", "For this, we simply give as inputs the files that we just wrote.\n", "\n", "In this case, we are choosing the output batch lenght to be a very large number, such that we do not get average batches, but instead we average all the files. The mesh index indicates which is the json index of the files that contain the mesh.\n", "\n", "You can check more about the arguments of the functions if you inspect them." ] }, { "cell_type": "code", "execution_count": 3, "id": "f74e1adf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "=================================================================================================\n", "=================================================================================================\n", "=================================================================================================\n", "=================================================================================================\n" ] } ], "source": [ "from pysemtools.postprocessing.statistics.time_averaging import average_field_files\n", "\n", "# Average the mean fields\n", "average_field_files(comm, field_index_name=\"mean_field_index.json\", output_folder=\"./\", output_name=\"low_order_stats\", output_batch_t_len=50000, mesh_index=\"0\", dtype=np.single, rel_tol=0.05, output_word_size=4, write_mesh=True)\n", "\n", "# Average the stats fields\n", "average_field_files(comm, field_index_name=\"stats_index.json\", output_folder=\"./\", output_name=\"high_order_stats\", output_batch_t_len=50000, mesh_index=\"0\", dtype=np.single, rel_tol=0.05, output_word_size=4, write_mesh=True)" ] }, { "cell_type": "markdown", "id": "a748dc9d", "metadata": {}, "source": [ "done! now you have obtained some fld files that contain 3D time averaged data in an spectral mesh. With this, you can easily visualize it in paraview or visit.\n", "\n", "## Interpolate\n", "\n", "The data for this example corresponds to a simulation on a cylinder. Because of this we would like to interpolate form the spectral element mesh into a cylindrical mesh.\n", "\n", "You can see example 4.5 to see how this mesh is created. In here, we use the results from that script to interpolate the data.\n", "\n", "### 1. index the new outputs\n", "\n", "We will initially index the new outputs just to have a convenient way to know the path of our data." ] }, { "cell_type": "code", "execution_count": 4, "id": "faeb5613", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "=========================================================================================\n" ] } ], "source": [ "index_files_from_folder(comm, folder_path=\"./\", output_folder=\"./\", file_type=[\"low_order_stats.fld\", \"high_order_stats.fld\"], include_file_contents=False, include_time_interval=False)" ] }, { "cell_type": "markdown", "id": "1eb2de11", "metadata": {}, "source": [ "### 2. Use wrapper function to interpolate\n", "\n", "now that we have indexed, we can use this to interpolate. We will use a wrapper function to interpolate the contents of the files. You can check example 4.6 for more details.\n", "\n", "For this, we first need to prepare a \"settings\" file" ] }, { "cell_type": "code", "execution_count": 5, "id": "a27c3f68", "metadata": {}, "outputs": [], "source": [ "from pysemtools.interpolation.wrappers import interpolate_fields_from_disk\n", "\n", "# Set the inputs for the first set of files\n", "query_points_fname = \"../4-interpolation/points.hdf5\"\n", "sem_mesh_fname = \"./low_order_stats0.f00000\"\n", "interpolated_fields_output_fname = \"./low_order_stats_interpolated.hdf5\"\n", "field_interpolation_dictionary = {}\n", "field_interpolation_dictionary['input_type'] = \"file_index\"\n", "field_interpolation_dictionary['file_index'] = f\"low_order_stats_index.json\"\n", "field_interpolation_dictionary['fields_to_interpolate'] = [\"all\"]\n", "interpolate_fields_from_disk(comm, query_points_fname, sem_mesh_fname, field_interpolation_dictionary, interpolated_fields_output_fname=interpolated_fields_output_fname)\n", "\n", "# Set the inputs for the second set of files\n", "query_points_fname = \"../4-interpolation/points.hdf5\"\n", "sem_mesh_fname = \"./high_order_stats0.f00000\"\n", "interpolated_fields_output_fname = \"./high_order_stats_interpolated.hdf5\"\n", "field_interpolation_dictionary = {}\n", "field_interpolation_dictionary['input_type'] = \"file_index\"\n", "field_interpolation_dictionary['file_index'] = f\"high_order_stats_index.json\"\n", "field_interpolation_dictionary['fields_to_interpolate'] = [\"all\"]\n", "interpolate_fields_from_disk(comm, query_points_fname, sem_mesh_fname, field_interpolation_dictionary, interpolated_fields_output_fname=interpolated_fields_output_fname)" ] }, { "cell_type": "markdown", "id": "7acdbf16", "metadata": {}, "source": [ "## Visualize the data in the cylindrical mesh\n", "\n", " We can now load the data and check it out." ] }, { "cell_type": "code", "execution_count": 6, "id": "737dc147", "metadata": {}, "outputs": [ { "data": { "image/png": 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SUj8sKUsHQ0jcQxSXt+/sG/X61F/ghCCABiapp6fn9ttvv/vuuyUdoQxvXP8pl+dzM5ojq6xRBUef+DbZ6NqpyBSZ5Z1TJVkkq8v3eTqgoNax0ZLk1w4efOfmh1duvnewb2sIiSzK0qE06XP3NK26Z/KQz+TykKmxn5LMojjq+NDf/vtEH7lZevPVWJs2bVq9enXrTyfxawQA4JgcZf3NPfDQj8yiuNQls9YLweNdEp5opGRwDx5CCEnIamk6lI/dyM+u03pf/6EnO6OfvPKXnvb5z3ygdezGoUrvF296y903vbVe2VaWlVRE4DZi66T8TDuS1Srb/uXFrx/3U1B/AQDT7sj1d8uW7Rsf/GHzWw+JWSRXlgxl6ZAk92DN/mZJsnxFwuxkcOngvpHnv0VLVsv059blv6NOlqXxz6lb5Xl0bHZBfXB2WpfkIU2TwTTp95DIzCzKNxn+5r0PNp9F/QVOIAJo4Gj19PSMrTH5Trh5GTazdevWtT5mV2XLd++5txhzNaIg+piz35El09RSZVtj6NgsKmLoWDbkYc/Ibuj8xoKQvPTwzrdu3vj03m8O9vVKCiEJIZXc5ZJ5SOXunuUd0I3L0fKl55879rOPKr233357a+lt/W1M8MsDAGCSJlF/mzY++Lh7aBkj2VjtayMuAVsLtV7VdQ8hePDMPfWQBs/cQ76oKE0GDu//cdm//3u/uerzn37vhz/wzmXdi/KnHaj03rPuvX974Yon1n+6Q1Esi/P02SwyxUU3Vn5/WVYuJnI8seG+r697b+vxU38BANNlEvU3ZPVizkbJPcvSwTTpa212NotbXszMotmHNsUyl4KseY7cmj5HI9u2xk2Zxzu5bhni0fJth+yCoQP5Y7J0KN88yaKSLJY8SwbzH1F/gROOABo4AfIynG+Am18Nzsvwf6z/v5IGFSJZXSG0lMajG1+Vd0lb6+OtiKFLZmUpb6pK5Ps87fdQ8fp3fOjbPvRtH9rqyfyQvu7A1psr977gyf8YOLw5Swfd8+0HQ5bVQqhnWTVNh9J6X1LvC1lN7i+6/MLWI2iWXkl33333RKUXAICpN1H9berduquYnhGKZbwTNUh5y2BYb0x89uAh8ZBkWT3L6iGtepYMHKrs3bGxw3/we7+54tGHPvWOW25onbmRNz4/ctv7Z+R7P0ixFJtF1hilNfb8Oc+jS6Yg/edt78nvpP4CAE5aY+vvN755n5mlyUBzeY9ZHLJ6CKl7KgUPSaP5yTN5cM9CSNJkKOrfll8oHtF9NSZ91gSnz2NYvtp41OPz26mrJl+Qpc282kNqFkVRRxx3SMqy6ic/9UXqL9AOBNDACTOqDF9zzTUb79lQk8ey/UqTxqCLpy6c403kGN0NXTREW2yN5qk8hp6t6GzFfR42e/JV7/9sOLzT0/lZ+uLDO2978pu/84O7Lv3J587d9Z14z/fSZCCtD2RpLWRJ8NQ9y9KhRed2/sFvvzh/03yviWbpXbt2LRd4AQAnobH1txlDm0wKeRX1kG9+4PnGu/nPLZ8IPaLwNqPnNGS1EJKQJZ7VQ6gP9PXOiJ/oih5/5Uu7H334n1sHbuT+c917PnThFfs2PNjRaHBuFOuW3NkaFVyKi+LukstTKZINKfzjundTfwEAJ7/W+vsbv/66HZu/VB3ckaWDGp7cHMlDsfQ2XxjsefScpYMhrbpnkdlhBZdCy/ny0WXNI4wKqZunzM1Sm8gz8yAtGdpXPMpDqJc6Znd0zjeL69V9O7d85bFHPi/qL9AGpek+AOB0k5fhtWvXrlu37tZbb52p6BWad56VzlKppjBTUZBMHo2cY6XxJnKMvDN/vPuYa7lujSvDco9lJcXPsziT9yv0enKvD8zy6KXRHJPOytJfPLzLD+/Kn3u4Y87+OO6ftTiYnr7mdS96/Usvv3Spiq6re+6554Ybbsj/PQEAwEmutf5ecMEF+ajKFVf8/Oe//P0sHZR7qWOOezAbbqgyG1FR3YeX8OYt0PlOSh6StN4/f/bhP/uTl73h9deOO3X6YKX3O+vvfPi2989UFLfsG2yNic+mou+j2BDCmiuCg5RJfR4OKf2qH/7sHX9H/QUAnCry+vv0Z17y5jf/0aYf/F1H14Ke59w4e96FUShHcYdMHoKZ3DPJPWTFklyXVEoH46G9u9W5oBgPbTIfOTfjKRWn1SPWDavoxJbkUpDq7kPyukJVXk6r9SiWFMUdM2d3h6xWeeIzh/Z+d+acnsuuvm7t2rUn+pcEgAAaaJu1a9c+XZ233brui36o5Ha1zX6JzRnwMMsiSS5v9jXnRjRfjbmzuQ1wM4bWyOIqyc0kRa4gj2RnKZ5n8XPU2afwA692W3mu4tbUe269b66koYOZPHvPrbOfM/uOxwbWr19fqVQ49QUAnKKaMfSNN97Yu3XPgsUr55/7/Die4Z6amyxulk93b2bQjTEdHoIH98xD5p66ZyGrnzW77xW/+rR33HLjRO94qNJ7z23v/dn6T3epMUUyygdbjjO8cvSi4Lzn6+uh7wEf2K30Wdb5t7f+jyvXvKFtvx4AAE48M5sxu/vcpS8ePPzkph981KJ40fJr5539vFrcmWSHpXIjfQ6pJLPY5fJQSgYjaY/ShSotUJyPrGzmzvkp89g+LR95Ijx2ZGXegO1ySUEK0pCHVD6oTNKQ8l5sxaUZWdq/5cf/kNQPzT/nku5nXp/UDoSQtPlXBZyhCKCBNjq3Z9kzrPMZ6uySfc377vf+y23WyzR3hlleEeOWE1E7Uu486h4bPnceO6/DGjXYXZFUksqK5ytO3AeUlWVls0jmLc/dr+xHXn3fjb9RX774hhtu4JIvAOBUl8fQ99xzz4033vjk9x88+7wXLlz2sshKjcYrmTVarORqDuXI9+lt3JZ7Wu8/e171Hz/2h80NBsc6WOm94yWvCZVtncXQZ5NFpsaNotS2xtAq9oTYrfRxr37D+/Z4+izr+kWb22yXBgDglGKSBg49Of/cy85ZcvVg3+adm7+8s/Kl2fOfNXPOMvcgecjq1th216MoDpl3De3LK2OvJ2dZnLcqq+UEOcjzNLn1ZFlFBj1q4EZrK3ReyxO5yfL0eUBhQB7kuz3NQq1W66sN7YzijgWLVizuedXA4Ur/oSckLT3/3Pb/roAzEQE00Ea/tOaN/7DuLw9WemcovilasF/pf4a+b/nAC2zWK2xup0UqZnGMu6+CHzGJHvtdy4PzmLrxv3yn4Q5ZcKXyqrvJ8z2R9in9sde+EA659Opo3gu3hFes/qUT8tkBAJh2q1ev/tRdX3v9m969u/erB/Y8kp9kFgF03qOcD7PK1xdZcdYqk6Xp4Iz4yX/62P93hPT5QKX3/77ktV7Z3qkollREz/GIrufmwI1hu5X+0KufCwcz+Utt7nOirn3KEvmCnu6eq1e09XcCAEA7uLuZBg5vmjX3gplzlj/j4rdEcbnyw4/v3P+9mXMumH3WcyIrtzzcLIo7qnsly+QDCo977bnWJXmHFLyo0GOM7X3WyDA639IwladSkA95Jlm/sgF5JP3M61tU23fw8VJ55vkX/urZC1eGrDrQt2Wof7say6Gytvx2gDMeATTQXk+/euWjlTtr8r2enW2l/xqdNajwgA/cGna80Ga9yuZ1NHZoGB1DjzPreYK3OGJdHplcmzpliVzSXk/vDwMbfUDSGjv7WdaVP+zb6z7Q/XVOfQEAp4kXXf70f/7Eu37jzWdJYe/2b/zgwf9nwaIVS572a5LcQ2NOhgflcyfN5JKHwwd/Mqdzx7ce+tQRXvlApffdF75gtuJ5iuKi8bl1p0EbPXzD867nb4T+b3p/Jn+dnf006xhUOKAs30x40dVXLOlZPkW/GgAAThz3YFYKWb3vwI/nnPUss8jlF/z877gn25/83K7NX5o192nzzrlM3liJaxZF6WCQp7IuaUDh+6o+W50m5R1U5paX5XwLpca7tJwvR8WNUNwZpCBP3GWquydyl4aU9Sv0KTzmg9/ywazrrAuf/abZ854peciqg/3bakN78h7rLK1O/e8NOENE030AwCmjp6enUqkc67N+e+2fHVDm8qrCfs9i2VzFL7O5r4nO6lP4b2HHv4RDVVfinqmxMXA+RSMqTl+jxu3mKMkjf1nrt7EsH0YZD9+jfoUvhcPvC7sPKntztOA98fnPsq5Mnp8o79zwwNYNGyfx+6lUKmwTDAA44SZXf1u96PIL/3Ltr8WlWUue9msXPu8PJX3v/rdve+JfzKL8Qq2ZSe6eZWktS6v12oHF5834/Gc+cITXPFDp/chLfm2O4g5ZJkVmsTVKdrHZYKMiF6fEvkvpZ8LB/57t3K7k9XbWn0WLn26defqc93DNX959xZuuO9ZPR/0FALTDJOpvMcfK+w78pDq420Oa1A9nWbLsWb/xnMv/fObspTs2/cuhfY81u6TiZCCSpfKqgssHPTyu2jYlQZ5JmTy4B1dw5RsXhsaQrMb+vfmfmZTIa/mXhyH3mnzQw6BCXT6gsEPpvd7/8bD3e+c84/yL/vDnX/TfZ897Rj4S5ND+H9WG9jQOPmQhqxfbLT016i9wTOiABtprcc/yt9/+kffc+PsLFNcV9intUjRb0VzFq2zWxTbjB179g7DlWpu3QrPOVakkFf1TI7YqsuYfRzT2Yfk9ebS9t+i6eo51vSteOF+xpJpCXV6Vm2u2IpP9cP1dS1n/CwA4jfzXX1lx/pKzf+tP/qXcOX/h8pcvWHzl/p0bH/rar5//tF89Z8kvdHSeHTzNLwSn2VAI6a696REmb0i686Y/ySrbZ8jyaRup+wyLWmZQWij+nR2k3Uq+Efrv9YFnWOefROfNUJTKa/JBhUHlzdeqyRde/cLLV1/V/l8GAABt4SH1qGQWyaw6uLteOzhzztJSeXZ1cE8UdyzqeeW5S1+8d/s3e3/yiXkLLpk198J8ayKTBSmVYnnivsPSgwpnK16sUqS8B3p4L0K3xuJgd2Vys8Y2g+6eFVsOVottBvcqfdgHHujsnDP/eU8/74XxWc/K1zmFrF6r7h8a3OWeNl7WQ5oOSuruXjwNvzjgDEAHNNB21665/ueuXrVPmckyaUBhr9I+hUg2T/Eqm/Un0XmDCv8tbP+iH9qqZMhD4p5KmdyLy7xNR+6AtjFN0JJc2qv0X8LB/y/bGeRvjc57g53V6dFBD/s96/NQayxN8j1KXfru+jsPVXqn55cFAEB7XPHCZ61925X16v4sHSp3zl/ytF+5+Mr3S/bYvW/Z9uS/1If2uYcQElNkZlFU3rZ9/0Qvta+yZdOG+7uKXQcjKZFUlN18/W8mH5JvU3JnOPA/sl11+e9H577a5gdpQKEm71eoyfPAepsnu5ef+87bPzI1vwoAANrEQ+rFyt6Q1fsPPtl/8AkPiTwktUMhZOd1/+JzV/zlrLnLt2/6zFav14vxGvns5kwuqSbfquQhH3pCte1K6vKk+Kp54ytvoqq5193r7jUpk+ryQYUg7VP6n374Qx3pT5df/YyL/7T7mddH857uIcuy2tDAroP7Hx8a3DV8zB6S+uHmYQNoBzqgganw4bu//AfXXPvDDfedq1KnLEiDCok8lroUSbrKZl9mMx/1wVvDjgvV+frorAUeR7IuRSUpv9Cbd0bHLW3RuZau5zyqbuTVLgX5fmWfDQd/4EMvsFl/HjWauWpFdU+lvAkrk+9XlniIrTEkGgCA08xrf+2qd//P/7P/wIz55zxXUWfnjHOXPO1XFyxetXf7N7638e2z5z9z2TN/vdQxN4o6Uh988FtP/tqrzx73dQ5UeucrKstaJ04OeJhlkUv5mfdepV/yQz/26mU28x3RwkTK8vVGkkv5ubSkRNrlaehZfNPad03hbwIAgHbxkLrFzW/TZODwgZ/EcVfXzPM6us5K6n2Szl60Yt45lxzY9dD9W75ytkrPWLhi0e7v5VU1cS/lp7imPcoST3uVdCmapWiuRfMUxzJvjPtQlLc/y/PG54Gu+ds7Z3/v4Pd/2Nl19sKrfm75tXmsnGW1NBnMkoFa9UDr5kqmKE0Hs2x49POR1z8BmDQCaGCK/O+7v/z711z7ww33dcnOsrgsk5Q3RJs0KO+UPd9mvchm3eN9Hw57YullNu+FNqvoa3Zzi6S4WH2Ut1nls6Hzu0IxRTp1l7RHyT+E/fuVvsBm/bdosaRUnhWJ84CCF09M5Ac9261kpqKdSuYoPrh567ye7in+FQEA0G5vu/nX//jm99YG95x7/pWdM86VvKNzweIL/sviC161/cnP/+y7fy35eUt/ac5Zz37okSd/7dWXj/siJsuKKNmlTHJpQCF2k7RP6SfCvr1KL7WZb4sWSUqk5lDJIA0pBKku3+fpViULerr/5utfXtyzbOp+CwAAnFDLus9v/dZDmqZDcdxhjSTaQkgG+7dVB3d3dJ1V7pxvFkVx14Ilv3DOkqt3b/2Pb+95RB22fPGV5817xszD28yzjur+juqBzkNbJNXkVWUHlO9bpEgWdZ0tybrOzrrOSswH5l3Q3zHr0IyzNv/oE7Whn53dffXPLb9WUr62qV49WBvamx+YmXmxwNg9hKzamj7nd7b7dwWcmQigganzN3d/+WPr/nL9ur+suc9XvMBKrY3MmdSnUJZW2OwVNnuj93/ZD33FD11tcy6xmSr2GCy5IlksNQujjfgykx7ygYd8YL/SS23mTXZOKt+rLC2arYpnmUmZfECh1+upvCSTlEp0QAMATlfXve6lf3zze9NkYPfWb5bKs849f1Vc6jI3KVrytF9Z3POqHZUv7N76tV29/7Z+95XvXve6cV/kwtUrl9js/g0PFVsheT508n7vf9AH9ip9vs260c4pdknyfNRVVmyplMh3eLpXqctvWPsuep8BAKcjz7KaWRTHXdZYMqQQkurg7urg7rg0o9w5X1LXzHPPXfqS85b+4u6t/7llx31bdty3cPnLzjpvhUWxKZJkdoTJsS7J3ffvemB/5T/rtX1nnfeinp/7nRCSWvVAmgzUa4eabz3iaR5CVg9ZdWzcvIwZ0EB7EEADU+o3177r2jXX//GLr91T6T3s4SzFcywqtUzVSKRU3iFbYbOvtDm9Xv+KH9rgfRfbzNU2J9+iIZMnjbZomRrXlBP5AWUVr33LB/cofZHN+i92VirfpbT54s3SnW9vmPde7VRiUkmWN2Xv8XSTQsfy8wUAwOniO7d9YNby85+55rWSrnvtSz9119ckpengjs1fmzmne+5ZzyiVZpmkKD7/ab+y5Gn/pe/AjyuPf/yCCy644YYb1q5dO/YF3/z1z2xc975v3va+fNDkk177tg8eUvYSm3upzfRG0Ky6PC3GWR5Wdtiz/coyeZDO61n2m2vf9co110/tbwIAgKmTb+4XS1FUbo2SQ0hqQ3sk1Yb2RFG5VJ41b8El5yy5qv/QEzsrX9i1+d/mn/eChct+2WTWMs2jZRJlJKle3dd/6GcHdj1QHdy5YPEvLD77uSEkhw/8ROM9oXk8WVoNI7ueW3963J8YwPgIoIGptrhn2V1Pfv/j6/7yE+vefUDZAc/KsjmKzm6prEPysqxDWmzlG+ycQ8o2ev9fh12X2MwX2ayseFi+RUOQDirb5vWHfEDSi2zWK22+pLRoZG5WXZdMSqT9ngwo9CvkWz3ki4j7FWbKXDqkjIXAAIDTxvfX3/nk+k9f+fH35N+uXHFRHkDnakN76zPOUZdHUcms5HLJ5pz1zOeteHetuueDH/nXO+64Y9wYesXamxev+bXPr//H/3PrrfN7updsTl9lM8uynUr6FSQl0iHPUvlhZZJcWtyz/LnLuy9efeUr1ly/pGf5VP0CAACYTiGrhaxuFllUiuPO0T8NSb12ULLq0B7JFi5/dZr0H9736I+/9d/nnXPJvHNGjsMymVSvHqgObt+34xuS5p3z/AWLr5GpXjs45p3zM2C5Bw+pexqy2oQps4cQ6suW0QENtAUBNHC0enp6KpXKiXq1m9a+6+Vrrv/LG3/v+xvuTaUDyg56VpLNlHVa1Cmry6tFdFySXWVz+iz7jg/+TdjzbOt6gc2SZFKfsse9+mOvnm8dv2hzl1rHqIu8+bd1uaRBhYOe9RfTO6z4M5bli4L75LG0YFLTn0/gLwcAgKbjrL+HKr2bP/GZp695zcKrr8jvue51L/1f7/vHbTsPmWLJO2csiEpdFpWzrGaqR3FHsfmCd3SevfzZb6pX937wI18aFUNXKpX169ffcccdq1ev/uzd/7F69WpJ2yqbJW2vbHl4wzci2fbKZpMt6Vl2fs/yIF+yfPnlq686zt/GWNRfAEA7HFP9PZrc1j14Vg9ZPYo7zLNRPdGtszJK5dlnL7oyTfoP73vswO6HZ817xrxznp//KE36Bg79ZODQT7tmLl6w+OqumUvGdDm3vmUIjdy5PtEjWg4vk7Sse8lTfpAc9Rc4JgTQwLRZ3LPsg3d/6Tv3fPMvb/r9fZVek1L5Ybl5iGWx1KWoZFaSZiiSNEfxapszZOFHXv2HsO/Z1iXpR14938pjo+e63KQBhX4PdfmAgoo50bnmjUiWFYU374N+5vJJ9mT19PRM7okAALSJS4uuXnHxX/xp651vu/nX//RtH5ZJng32b0vq/aXyzM6uBVHc2dnV4aEqi6yx0ZE6Os9e9qxfr1f3/+3tD9xxxwX5CXkePd9+++159Jw7v2d5/ucL2hA0HwH1FwBwCglZYp6FrGYWSWZRKbLY4o5RDyuVZ5+9+KosHRw49JPtT3xq1rxnSBo49NPOiaPnvLvZQ+qe5V3P486AHstD5h6WdS86pg9C/QWOHgE0MM0uXX3VB+679/d+5fcPPfzFkiyfhpHKU2moMWNDkvI50TNlkaxbnfOt9C0fkHSVzZmj2KRtnuRtzom8fnS7CPqI6Ryeb5TkxfkzAACngfk93c8fmT5Luu51L/3Tt31YHkJIoqicpYNRVBoa2CFp4HCls2tBR9f8cnmWeyqZyUzW2bVg0fJr69UXfes7/yiVXnjVb73wqqt++LO0JX8GAABHySRv5MVZFiRLq2aRLMpTaUlRVJLFcWnW3AWXzpr79H07vykP53W/PC7PMbPgqUJQ3lidr/F195Ad8U3H5R6Ch1TH0v4M4FgRQAPT6XNfeuxfv/z9bz26Lep4fvyCZ5V2PzZj83/EalylbQ2I84HOh+XNe+YrllST15QeVd7corX92SWX8vTZZJIzABoAcNq77nW/+Kk7v+ruktxDkvSXy7PzH9VrB9JkoKPr7HLHLLNSqdwVQiIpj6Fnz3+m5PsPzfj7O77l8r+74+Eli+ZcfunSJYvmXn7ZshdcSg0FAOBoWOsEDJlcrjB8bhuymixqbkJY7jhbkrvSet+4YzdM0Tj3PgUPIZU33tPFJoRAuxBAA9Nj246Dn//S9z5y+/2RleK4S2Y+Y0Ha89L+C14eb/5a546HytUDainIR7Vw6KlYy5+5TApyL/YzdLlJi+mABgCc7paef04IiTVGbchDmqXVuNSV/zSEpDa0J++HqtdK5Y45cakrKnVJwcwky8+HTfI42rmn9sV//6l7+Ls7Hl68aM6SRXNecOmyyy/tvvzSpdP4AQEAmDLLuherOJ0cz0SnsyMz6KNmMp/UE1u4e2imz3n0fOXKy47vNQFMiAAamAbbdxy+8ff/cdeeWhx1SpIpijosKuVns+GClw1d8PLqgZ92PP5/4+r+OD8xVv7AE6Y5cCPXknTbouV0bwEATnNLzz9n5FojZVnVolIUlfI73UO9dqBUnh1J9eqBfFGwRaUQUrM4Ls9yz+TuCspXELu7h527azt3V7/93d1/t/5bSxbNW7J47u/e8MLnX8KSXgAAjoJZy0nqER94HBm0e3APko94L/eVV1w0uRcE8JQmsUIBwHHZtuPQjX/wjzt3VyVFcblUnl0qz43izmJtkTc2Czz7WfVVtw2tWjf0tJcnRWEMUirPjrImjye/xDzRZCyXFvUse/7Ubp0EAMDUu+61Lx07KTJN+kNIm9+6h6R+OJ+/kX8bsiRLa2kyONC3rTq4N6kPyBXFM6O4K4o749LMUnlmXJqVf+3amz76/QM3/sE/PfDQj6fugwEAcNI5wvnrmCaro9s2UJIdc4OWu3sIqXs2+pDcm+UeQDvQAQ1MtW3b92/dtj+KyqXOuVHUYdGI60Bm8Yga3LUgu+Da7IJra9V98fYH401fimWuRreVSeEYryPlQ61GFWovyq9Ll1195WQ+FQAAp5qVVzx340M/Dp5FkqxRTrN0cESVtKhe3R+XZ5Y75knKz13NzEOahSRLButVSYqikkXluDQjijvMzCyWWZZW+w/+bGhg+xtu/Nmn7rjlRS94xtR+PgAATgljBnGc+D5oL7qeQ+t7NZ/rnnUvPe/KVYzgANqFABo4Wj09PZs3bz7+13niZ48n9UOdM851DyEkkcoyM4vMSmbm7mOuD7sk75xfX/7isPTKeNO/dW3dkG8eqCKJ1uj5zuNfNR7ndVvSZ5MFhVeu+fXJfa7Nmzf39PRM7rkAAEzkRNXfsa57/cvuf/BxD0mmVLJi+EZIfUCSzCxfk2SWptWk1mdRXCrNDFktijvdvai17h6yLIskTz3UDoSsXqvuC1mtXt0fl2aalUJIP/A3X/zk7W9px6eg/gIA2uFY6++yZYt7e/cc3WPdPZjsSM3OzQw6f8jEIfPEGXRjn+GWU+wJXsU9ZDVp9lEde4H6CxwTRnAA0yCpH06T/nr1QAj1kNU8pHn6rPxsV8NntPkaoSwdSmqH0vpAllZrS68euvC/RFLcEjoXN6z53VNeBfYRf+YbL2gh8zcAAGeMN7zuZT4818pDSEKoZ1ktTQbSdChk9SyrhZCEkOYl2kNIkr6Q1dKkrzq4K6n31euH67VD9dqhoYEdA4c3H973w4N7v9d38Kf16v6kdsgstqgkmYds44M/eualb/vf/2fD9h2HpvdTAwAw/Ty4Zx5SD2meEfvkx0w2Z3F40emchZDmX41Zz823Hd2T5XLPspp7lu+jCKBN6IAGptqWLdv7DvwkTYZmz7ugNrS3XJ5T6pybpYNR3GUWmZmZucsbOxplSe1gvtq3GUzXz714/5zu5IcfK9cOxcexMeGoHQiD/NaP/91xfTYAAE4py5aet3XHoZEzN+QhyEPWMgw6y6dqSJLSdFBSdWC78pYrDy012ixqPMzlcdxVvECQPE0GPvDhf33oW0+u/9sb2/yxAACYTi4/htPU/MxX7p41z3kb7VluCs0Vvy5J7jI10uqitdnz/55iePQ4Abd7FrKqZO5hFfM3gHaiAxqYavdtfEzutaG9B/Z8d7B/e5bVk3pf8DRLB92z4gqte0iT+qHqwM4Q6lK+bihIyhPq0Dmvds7zGg899m0J8ynSxe1G3b52zfW0PwMAzigrV1xUzLJqMeYMdoIq6yaZReNsoCQ3mUWlxm0rSQohy9LB3/+tXzjuowYA4KRkGq8mHu1TrZEyNxuZgytzz79SeZAH97xpOmv8mU92dm8U5aN/P/eQ1UNWk/JZH37lyudP7sgBHA06oIFpkI+8CFltqH97dWBnHHeWu84qlWebWdfMRVFUCiENWc0sNjP3kF8A9paryCaTafD8VYdVnr19o4pA2aRogrI7anaWD99vki/sWfYXt/9tez4uAAAnqVUrLvnnT99t7qND56fY/si9UXZbn2UtPw5R3Dn8bUgtKsvDr77qBS+6/MITdOwAAJxElnUv7u3dfZwvMs5A54kq8gT3j9nQMDfyPvcsq7Xeuax7MTsQAm1FAA1MNffgIWl+J3mW1dL+HZLM4nr1UFyaWSrPjEudcRy73FyuPINuPcv1vDYPLlk5tODny3u/O3PHgyWZSaFx7bcYJF0E03klNqnZ2eXySJbJF/Ys+/OPf2SqfgEAAJws3vD6l33qrq898NBP9BQZtPs413BHPHr4h/meDlHrP7MtqR1cdN6M9/7lb524YwcA4GQ2QRQ8mVc6zgy69TsPIfWQSo2hl5JcgfQZaDdGcABTrbd3p1n+V29EWTSzuNQpD0VRzEJIil0CfZwFwmrM4/DOebUlK/dc9Fvbzr9i5rOem8iDlOUrlIrxGvnLmKy503CQRzKXzutZ9r+//mWGbwAAzkxvv/k3JjxDbo2k3SfuiR6ZXLtHUbm4GUJWq9X2Lzwn/uyd7z7+owUA4OS0rHtxc4DzMU6IHMHGXdE7fCI75v7xX2QceVH2xh4Pw6fY7tkbXv+KyRwrgKNGAA1Mk+Fq16jNUdxhFoWQSApZzaUQEqmxHbAreMiaT87/ZzLJ3D1ktZAl6azFj1bP+fST3/+Nte949tUrhxRq8kSeyTMpk/IbLmWNBmqd27Psw1//8uKeZVP74QEAOFmsWnnJihc9R5pg0rONDpfHPmLMHZEsClk9SwfT+uEk6T9/8fwPvf/ty7oXnaBDBgDgZOSju6YmPQ/6WJ74FBl0vl2hQpaErO4+znqmZUsXXrmKAdBAexFAA0dr+fLllUrlBL2YuSet30dRqeiWamw26CH1kOWhs+ebMIzIoJs8ZEPuqVmUbxWclWa8ee2f/f3dX/nck9//8Ne/dMPadybyRJ7KU3m+Y+E5Pd3n9HS/ae07P/3k905U+lypVJYvX35CXgoAgKYTWn/H96H33ZJfAJ5ovdGIbyfYkLDYMSkNWS2tH87SwSytuYfuped96H03r1p5yYk+6gbqLwCgHaag/h7BhH3Q4z964gzaFUKaZVX31lPpoGJYpXv29ltumMQRUn+BY8IMaGCqbe7dEUWlkZd/LC51Nb8JIY2ijiyrlcozs1CPLZKbmcncFfJx0MUj62kyILkpMoviuCuxWEVlXdKzfEnP8stXX/Xba/9M0o7Klm9t+OauypbFPcuef/VVi+h6BgBAktTdvfBtN1//nvd/0iyW++i1wyYbm0E31yc1Htl4fOuOwVLoPv/cD77vratWXtzeDwAAwEnKipGQT9HU7C6zYnJk438TZNATr1gavdWg5x1dox4/YiT0su5Fb7zuVUc+NgDHjwAamHLukrmGz1DjuHPMA+Qhlbt7qtjdg9SIoV0u95BWs7RaPCEfxWFmcRx3aQKLe5a9quf6dnwgAABOdW+/+Tfu3/jY/Q88bhaZ/OjW/vqYtcYjfrSse/EH3/snpM8AgDNBd/fi49t1sDkeY/hFTLGPfE3Pr/SOyaBdLouHHxUy93SiNyr+n0lauvS84zhmAEeLERzAlOrt3dm4/NtSMl0htMzWcM/yJcBZOiQphLSxRMhDllaTpL9ePZBlNSm/NpyfIpspkjyKO6bw0wAAcPr43F3vWbni54+mS+uIXAruWffScz9751+2b/IGAACniMlX1db02T3fHslHR9LD97h7FkI9ZLUJ0mdvWbHkkrqXLnznLb856cMDcPQIoIGps3Xb3l957VslNQc957dDSEOop2k1hCQfTZV3VIWQhpCEUA9ZPakdqg/tD1nNs6T5gEKjokdRZxx3WcTKBgAAJuOD77053wF40q/gHuanyZt/9apvP/AP7DoIADhzLFu2eOrfdET0nNU9JONv59DCLJYsf9h1r3sZl4qBqUEADUyd93/4s1u27sxvj0yQG1UzhDRNh2pDe4cGdwwNbB8a2N5/aFPfgZ/WqwdDSNzTEPJW6OLKbeviJDOzKIrKGx/8wVR9IAAATivLuhd97s6/ck/HHS/ZIt9ycNSi4OAhvbA+8Fv7Nj3ry19u52ECAHDya21ebseruyt4yEJIQpaMN+t5FJPFFpVdcs/cs7fdvOYdk9p+EMAkEEADU+TTn73vrs/c4yEttk044kKklnjarNQYuCF5SBo3xs7Hksksr8En9MABADiDrFp5yS1veWNLvmz5l3vIz1ddwRvTn5vLeIN7Oj8Zelnfnj/cv3Vulu6sbPnrC180jZ8CAIApVuwZ2IawefTLeghpyJKQJe7ZU8XbZhZbVIriDrPIPcvPqd/+1htIn4GpRAANTIXerbve98FPp8lA43szqeVC8PgVs3Heaxa5pyE0Jm8UZ7zFoCtvDr0ySWkyGIqQGgAATMLbb37TLX/6evespezmrOWrIX/Ai/v2/Ld9W35x8GBVHswzaXdly9+8+Nem5fgBAJh63W0cPNUsxMFD6iF1z/dJOkL0bHn0HMVli0pmsdw9pJ4lcl332l96+1vf1LajBTAOAmhgKvT27tq6fV++E4LJzCKN2FFhVOHMk2WXZJbv8RtCVpfMPdXw/A0f+fCQ1PvSpK+3mPIxxSqVSk9Pz7S8NQAAJ9ab/+s1t8wcWF49JA1f+h3+8uAhcw/yMC+trdlXecnA/qqHulzyDlmnrCx7YsP931z/yXYfKvUXAHDSOJ5dfCfi7sFDJg/jBc7N6izJZJFZbFayqBRFJYtKjUNyz7J6yBJJ3d0LP/T+W47/sKi/wDEhgAaOVk9PT6VSmdxz3/PXn8ySAVeU7zHYMDxGY9xCmgfQsSRTlGW1YmfCZNRj3LO03lev7kvr/ZL1bt09uYMEAOAkdDz1d3J+uuH+9174wtITlT84sO13926anwy65yMm6yHLdzdy92x+Wr/y8M4/2vOz5fWhmnsmhWLEVlmSFEl7Kr1TeeQAAJwox1p/l3UvNsk9KyLfSczisJERdn7FN5WPana2vK0r3wbJLM6HbDQ6nS1qLDguhJBmWS1/he7uhZ+/6z3HfmAAjldpug8AOCPcv/F7pY455lnIkkambBNeHHaXmeRBVmr0SnuQWZbV4rjDPS1ObOUhTeoHQ1Zt2dLQ2rLFAwAAZ4Y9lS0ffvGvnqV4SKHPrSepvmNv5YmOGV+bMc89mx+yHySD80O2It06L2TLk2qQXB7JMrnJgnswmSySZdK2yubp/kAAAEyFZd2Lh+Pj4+2EHhU3a9S3FsUjH+4jn1I8xz145iHNv+nuPu9D77+lu3vhcR4cgEkggAbabkvvzigqyRVFHS3XY83lJht3cFWeQQ9XWpOkLB2KS11mcciSEGppOuieJbXDFkV5Tp0/tLt7cbs/EQAAp6U9lS3/fNOfdChvoNKAQuwWS8tqg79ZGzQpyDt90KWL0gGXQnGKG6RIyuQuy3dEktTv2e7Klun9RAAATK2J5kwe5XNHP8vMnqKZesxPi/Noz7Jk+AVd1732l1atuPjYjwrACUAADbTdlt7tLreo5FnWTIrNouE66T7isq5ZcQ03hKxuUexp6gruIUsG3EMUlWTmIWnE2d6ssfl06SAAAHDsNm/YuGnD/WVFidxksVRT6FSUl9nWE9xIlo+izM+VIzWqcTGEUpIS+Xc33DvFHwEAgOmyrHtx77Y9E/xwVCPzuJny+EHzU2fQLa9fzP8YtY2w3nbz9W+7+fqnehEA7cIMaKDtent3RlFZUhR3miKp2bD8FEXUQxpCPUsH03QgS4dCVsuyWgj1xk9ba3B+u7XmAgCAY7G/0vuJm/64U1FJZlKQMnldXlNI1WhqjmT5eI1YimWxZI1/TzfD6OFUOphK0i6aoAEAZ4bu7kUtZ6kncjKkmWncIZYjg2mTu2chpK0zKs3i5cvPJ30GphcBNDAFGpUyijtkkVlUxMVW/PTItXm4vTn//5hNC4errlm8auUlJ+KYAQA4s3z+tv+ZyocUagr5lsF5pW5MjlTjrkiKpA6zTrNORTMUdSrqUhSr8SNJqTyVl2UmI4AGAJwh8n0Ix9OebYpGpM+u0dGzLIrjUkcUl275k9e35QAAHDUCaGBKtFRGs1gtUzMmYuN817xvTP1ulF5bev45K6+4aNKHCQDAmWlvZcs3138ykqJi/8BE7o2WZ6VySZmGLwGbLJIiU8lUNnWYdci6LCqZlaWyrCR1ymJp92YCaADAGeHKVZeNaZY6oVqboFvSZ/fgIXMP+VBKs5JZKYo6oqgkaemSs17/2pe08agAHAUCaOBo9fT0VCqVSTyxe+m5WTE3wxSZxcVV2Wb5HNEEPWpp0fCpbuOn4w/ACiFL6of++Pd+eRJHeEJM7pcDAMCRTbr+HpO/vukPrNgp2IqiW1MI8nwcR/7VHPFsksniYiKHpJJZNLK0l2Tj7KZ0olF/AQDtMNn6296611gW7K0FWWZxFOWJc9msZBZZozjLPTxzftqOI6H+AseEABpou2XdS9JkIE365W5xefgHE/dAj/3JiFTaR2wz6B7SZLA2uHvRuV1veP3Lj/t4J6+np2ca3x0AgEn7/j335jM0ijVHLsmkqjxvf07lUTHcuXWnQSvGQOfzOpoPiGVBHkuLli9r98FTfwEAJ4M3vP7aZnPVUWwbOJrn64tavswis7j4ysVRVIrijijujOJy8YDmNkujRfW+t7ztt473g02A+gscPQJoYEp4SJOBWnWfWazGFA6NyJknqM6tozvUEkO7e548p/X+WnV/mvaHkKxa8bx2HDsAAKe3XZUtnYpimRUzN/IJG3m4nMgTuUmZvHVlcWvzVfNZxZckdSmKNMEJMQAAp6MrVz3f82o5smvq6DqjxywcstbS2qy0jevFLeOex39x9/DzZ6WXr77qWD8FgBOOfxIDbbds2ZL8fDVLa3mNbNnD11tW+h6JN8jdQ0izdDCEJGRJllUld888JG+47tr2fhIAAE5HvZXNZVksi4qhGfnADRXnuC6l8tYpHGHMua5JoVgS7EVbdNmeusQDAHDaeMdbb5RPfgCVP/VzWzZGGq6644tqB/707b89uSMBcGIRQANTYvjabHPXoshaoueRezU075zopZrnv57XXQ/pG6679sqVl7Xl4AEAON3tVRrkaeNLibwqH1AYktfkqdylTMrkLSnz8FlyyziO4SXHsaxj9M4OAACczlatvOTtb13TuIx7pCh5wvJ4lLM7ivbnCR/sIX3u2XrFmuuP5tUAtBsBNDAVupcuaszQyL8fPhv1YheFiUun+3B5zqusj3i8e7Zs6XnvuOXGdhw5AABngkwaUMhG3umN3ufGFI5MnhX90cWf3nykhsNob5b5DlkggQYAnEneccuNn//0B6Tgo6dwHK3mEycMo92fqs/arXbw6hf+3OQOAMAJRwANTIUrV11mIyZvDM9yVmMnX5dGFNBxaunYKVom98w9vP2WG5Z1L27DgQMAcPrbsXmziinPQTIpbvzEU3mQZ/J6cTtffJS4B28k0c0S3jpdK5blmxbuqGyZpo8FAMD0WLXykrffvGbkCeyoE9ynaHMeE16PuJzrOkK0bZJCVp87sOvaNW986mMFMCUIoIGpsGrFxWPua5ldNW4GnV/sHV7mO6bEFm3Ub3j9L7/h9Ux/BgBgkoJkxfRnL3Ya7JJ1KTKpLk+lrNEEPfyUTO6urKjc+VToSMpz50iKZbFUPoqdHgAAOM28/ZYbVl7x3AmaoI9yyEbzYSPTZ2+5/tv4qckii0oWlaK4bFHkCq9546svZftB4KRBAA0crZ6enkqlMrnndncvai2fZtYy/Hk4ci7OfBuPaj59xMoj0/AuwO7d55/z4Q+8c3JHdWJVKpWenp7pPgoAwOnmeOrvUdpd2WLFNd/8pDaT8pkbZdlMRZLX5WrcmW9R6EFKGn3TClKxgaFFalxVzjPoPW3ugKb+AgDa4fjr74c+8I7mtr7FGe0x7U/oxbIitQ6glNzUiJstKkdxRxR3RFHZLDKLJGVZrXvpeX/4rj86noN/StRf4JgQQANT4cqVl7on+aQqG54F7RrOm11qDuhoLa7FRsBmMjOLzIplwfLuped96APvmMLPAQDAaSiW5aU3b9Nqtjnnuw5m8ljWKUsauxEOb0joUs0bGXQiL8lMHplMFssimaR2B9AAAJyclnUv+txd73Fv7p5w9NFzwV0eGhOw3OXunkYWW1Qyi83iPHGW1OySdg8e0pVXPG9xz7IT9kkAHDcCaGCKLF16XiNxzmPnfKFQg3tzUW/e3ZxX03wNURRFUdy4nNvoqbK8dXrViouvXHnptHwcAABOJz7mzDjPl/Nm51Rusg5ZLAuNwVieFTOjBz3k5bmmUFKUuUoyL8ZxHN68ddo+FQAA02rVios+9L5bWjYMPIaxVGMf6vIoKjdOh0c9eHiXpVTSda976aSOF0C7EEADU+TKlZe4e14Y850DZZGPGO7cWkTdLDKzliu6jfvdlW8o7J4tW8bGgwAAHK/v3PPNuOXbfNfBrDGLo3GJuK7GUqZYUqNj2lMpD6kHPUhyachD2SyWSlIkzVa8ZcPGKf9AAACcLK573Uuve+1Li3I6qhNrQuM+wiwetZfSWCFLupcuHG8TJgDTiQAamCLXve5lak5zdrmHEFJ5vo4oz6DHraDeWnwb4zjcu5ee+4bXv2wKDhsAgNPbd++594kN94/aC9iLGDoUbc7F2A2lxQYOXqxLcnkqr3oIrkwa9JBJkawZT9+7/lPT+QkBAJhWH3z/LStXXFQUWW+JocfJmce9d8SuSC13j3qqe3BPr3vtS47/mAGcWATQwBS5cuWlb7v5+sbmgyaT3FP3rDHWapyaOv4VXfcQPH39a16yrHtRu48ZAIDT3t3rP5nP1mjuw+BFcJzH0JLy6c+plG9FmA3f4zUFSUGqytOWzQkTeZcik2Yp+smG+6bzEwIAMN0+d9f/WnnF81ruaJ7tjgicJ2iNdpk0enHwqNeRmUKom0UrV1x0nEcL4IQjgAamztvfuuZ1r1ntnrq7e5C7exZCvYiex0+czVoXGbk861563jtuuXFqjhkAgNPYrsqWr6//v5I6FaVyFQlyszBnUr4/gxffJo22aKXyIKXymjxIQRpSyIPpRG5Svu9DLIuPZeQlAACnpQ++7y3DWx+NZpLJfbxOZ3cpstLELzycZUdRudwxj/kbwEmIABqYUh/+wDs+9L5bQlYPoR5CPWRJltU8JPkojnEy6JYC3CzGFFQAAE6IH224r0NWkklelw+4J5KKsRtBblLaGAntNYVMblImr8ur8rQIozN5Iq83IulGKp1KnbKydN/6T07z5wQAYLp1Lz3vW/d/fMWLnnPkh3kLSU+VPjefJHe3p34kgOlBAA0cg56enkqlcpwv8obXv+zRh//5Hbfc+IbXv3zVykuuXHHJFS98poqe6ImeZRbFcWccd0p6w+t++TiP4YSrVCo9PT3TfRQAgNPTCam/Y+2qbLlz3V+VLJ+/YXmyvN/T/Z6m8nwKh4bnQUtSvdicMMhD0ew8qJDfmcj7FVJ5SwO1m9TRtg5o6i8AoH1OeP1d1r3oQ+9764oX/Zy3dl8V46Bb1v425LslBU9DPuZKIXjqGreNujlAaypQf4FjxdUhYBos6140aobGfRsf+5XXvM3dTY3BV+7BGg3QbhZbFEdRR8iq3d0LV628ZBoOGgCA08ueypb+zVvNFUvWmLYhk2ryvZ7NkM2zWI2ybM0T5XxGR01FW5bMpET5rg4yWUnK5Knyn6skM2lfpXdBT/e0fEwAAE4e3d0LP3fXX/3RW977z5/+T4tGR1JmNmoKh4fUoljDC4IbvdFRFI99cXcfE2IDOCnQAQ2cFFatuHjViovy3QiL/Y+Ce3DP3F1m+d9W93Dd635pmo8VAIBT375K7123/ZVLJbNI1nqyGyST+hS2eLLfs6ID2pMxK5XyVquafFAhSCZL5f0KtSKMdimVdyoifQYAoOlD73/rB9/7Fh9eNSRJnpfjsX3QYWxfs4cwug/6yFsrAZheBNDAyeJzn36PjyiWjbqb11+zKC+lDIAGAOD4/XjDfZV7NsZSJIus0eYsKZJJqipIyuQHlTVjaDXmQSuPlfOhz/Vi08J8BEdNHuT5ayXyRJ5JC3uWTdvnBADgpHTd61762Tv/yj3kczZajZnF4UeZQecP7d2652gOYOv2fQ9/e8vRHi6A40MADZxEPnfXX7V+W1zCHa6+S89fQAANAMBx2l3Zcv/6T82zuFQUWW8ptzbyHpcfUnjS6wc9G5JLyjcedA0PoawXYbSKH1UVMrlkdfnu5edN3WcDAOAUsWrF8x7Z+PFVVzxPRQZtmmjbBB9vw6Rx+6CP6q23btv767/54d9489/8xf/492M4YgCTRQANnERWrbh45RU/5yEdb92QSVp6/jlTf1QAAJxmfrrh/t4NG1PJZFHeBF38aORqpMaZcD6i8oCynZ7s97RP2T7PBhTys+FEIW30QXsotiJM5PuVVbz+sA8+++pVU/wBAQA4JXQvXfjB9/3pyiuep3w/pMLYDQkn0JpBuzT+ZoZjffKfv9y7dbe7f+Hff7J1295jO2gAx44AGji5fPbOd69c8VxvLPBt1s5GBb1y5aXTd2gAAJwOdle2PLT+U5JKkjUamb158mqyPHQO8nwch8lsZD9W4r5X6WZPfuC17/rQT73+pNef9NpmT57wWsXrT3j9J17f7PW9Sn1MqA0AAJq6ly784PvesvKK543+wdgc2X3svI5RfdBm8caHfnzkd7x/42Pv+cA/pslAXOpKk4EHHvrRZI4bwLEggAZOOp+7639+9s53F03Q+alvJKl76bkrrvi5aT00AABOeY9vuO+nG+7PG5/Lsqg4wU3k6Zik2MbcyLU+Lp/1PCgfVEjlqfIeLrdiwfBlV1/Vlk8CAMBJ7HBl610vft1H4uV3XLiyd8PGIzyyK6365+6QlC898madHS+DlnujwHrIv4YfZBZFHZ/+l/uO8F69W3f98Vvfq3ywdFZP6/0bH3r82D8cgGNDAA2cjFatuOjh+z6+4kXPSdOBJYvnvPDynv/6Ky/80z949aoVl0z3oY2vUqlM9yEAAHBU7l//KZNimaRYKkmxzKQg1eRDCmkjO27IT2vjiYZSjnxYkw/f8MU9y0/c4Y9A/QUAnJwOVHr/54Uv3LZho0uHKlu/cNNbKhNn0HsqvTPS2gt3PJJ/a0esud7MoPMHW2xRafi2RRsf/vERpmrcv/F7mzdvDVkizzo6z86y2n0bHz3WT0f9BY5VaboPADiV9PT0VCqVnp6eKXivZd0LP//p90zBG50oU/NrAQCcgU5g/f3+Pfc+fs99cy2OZZJnsrJUl+eDntPW9UeSy204gFYY2fhsI1LmEYoXsSBf2LN8cc+y4z/yiVB/AQBtcjz19//c9Ef5YqNMnsi3VipfWf9Pv3f1iuYDDlV6I9nmDff/YP1dX73nHpe6strKHd/+9rk/Xy115hn0Ucywsmb6LLMoKkuS+12fvf8tf/jqcZ/wyTu/IgW5x6WZUakrTQa2bp3MDGjqL3BMCKABAABwpvjHde+OzUyKJS8yaEl5ntzMlINUlpkUST6mu7nVEX6aP3fR8jamzwAAnJx+WtkUlOZLjg4rO6jsP+74v7/38Q8fqvT2btj4+Pq7tm94oCyryw8qO6SsJDOpnFUv2vP9n5z99IOd8ySZzN0n3lTQoric33J3i2KzOP/2Ax/+/Gt/deXS888Z9YQtW7bfv/Gx/Kkz53TXq/slN4t7e3d2dy9qyy8CgCQCaAAAAJw59mzeEkv56WkkSRbU2M6oJKvJvbEDoZp3lmWZPJO5QjJxK9aIXYOLh2XyV9xw/Qn/FAAAnMweu+fe7ZUt51jpkEKnzKVY5vKb44UXqKOsKMjLskQ+pHBYQZKZzJVJnVntkj0/ePTc5x7snCsp33nQbOz82Dx9Hs6mG+3Phfd/+F/f+5c3jXrOlt7t+St2di0od541cHiT+5EvNAM4MZgBDQAAgDPFc6++MpYimaRIlp90jpo1aVIoEuRY1mHWaVGXbI7ieYo7FZVUdFhNIJ9MmUnn9ix7xRoCaADAmeXf1/9TXknzpUX5Dr0dilyaa3GXWZeZFeVymyexzGSto66ev+cH82uHmi/oPnoOlkWl1uDYbLj9OfeZzz3wwEM/GXVg9973SJZVzazUMSdLB7OsZlHknm7ZuvOE/gIAjEYADQAAgDPF01ev3O9ZXITOpsYfrf3LrSe4mVxSLJXNIin/KslmKJqlqFPWJWvNo1N5Iq/La/Ka/OKrr5yqTwYAwMliZ2WLpEze3MjXpSDfr2zAgxdVuCyryvcpTeUuDyNf5NI9P5xfPdj81ht/uCSzaFRPdBSV3IM8mJlZlJf0625476gM+t77vuWeRVHH3LOfk9T7oqgsDyGrn/DfAIBRCKABAABwpnjVml8PPUt+4LUdSgYVXGptoIobWx5JjXNcz8+Z84fExQObCXU+JDqWYjXmU2ZSKCZ4nNvTTfszAOAM9NCGb+Q3Uqn1Mq1JvUpqCmk+88pUlwfpkLIDnlUV0qLG5v+7dO/jyw9vVcud7i7JPYSsHrJ6yGr5DfcsikqtbdHumXycDFrus+c9PUtrHtIoKif1Psl6e+mABtqLABoAAABnkEuuvrKqsMfT/Ur3KO1SdK5Ki6x0jpXma8TqXRt5I7YR346dBh1G3nfR1auev/qqE3vwAACc/PIG50SeySMpkuX7K0TSQWXf91pdPsuiVDqorLn9b10+oHBI2SGFw8r6lPUpO69vy3N2PrLw8Jai/dndU/fUPXPP3EN+I0n6QhjdyOyeynXLn6/Pv92yZfu99z9SKs+aPf/pWTooeR5eT+mvBjhTEUADx6Cnp6dSqUz3UQAAcGY5sfX32jXX51MyJAV5/hVLnbKzLe628jxF+RhoK/qaJZmsLIvGTItuTvCwltZpSef0dL+c9mcAwKls0vW3eT02HXlP6qp6KMv6FfZ7NujhsEIzlrKWB3tjeLTq8jirLuzrPe9wb/fS8xoPcB97IbheOzhuBr11696rfvHPHnjox1t6t0t21rmX1WsHQ8iyLEmTwcZbjbPJIYATib9jAE6ASqXS09Mz3UcBAMBTe/7qqxb0dKeNADrvz5KkSOqQzVQ03+LzrVSSdco6zGbKOosT01JL+3Pria+PvCfInzsl7c/UXwDAyWZbZXO+g0LinslLjY1/JSkvvkMK3/PqDqU7lRbzoG2iV8unWuVF9g2v+6VHNt6+csVFKmZxjJLUx+2Dznq37XnDDe99162fmXvWz7ksqfe7Zx4SD+nYFzka1F/gWBFAAwAA4Mzy/KuvClIqT91TeSaPZR2ykqwkM1ksm62o0xpjKyNphqKZispmY893Wxuf89bpVKL9GQBwxnJpsLi+W5dn8lTejJ/q7pI6ZFXlGxIOX9wtbrikSFYqnhLkeajdvXTh5+589+tf+xJJPnrbQrln42bQkoKHLVv3WNyZFTM3smRIkmTuzgxooN0IoAEAAHBmuXj1lUFelUuqySMpz50luTRT5lLJGlsLmizfkLCmEEbHzcMdW837g3TR1asuZ/ozAOAM5tJBZYc92+nJAWVV99AYBm11eSQlGq+HudC6DYPJzutZ9lu3/lnzpx96381ve8sb9NQZtJnFUVSyYsKGRaUoKkkKWdU9LZ4y+kUAnHAE0AAAADizvHrNrzdHcEgqSS4vNc5y3aUuRZ2KOhXNUNQlC1ImqWUkdE2eqNE9HaTQGCetTJ7Jb1r7run5YAAAnEwOKjugbNDdivjJTXW5SYm8U9F8xWcrnjkym2oG08W1Yb/o6lWjXvltN//6Z+/8HxonPjZJaTpoFrVEz40CHsddkuQhpLWRQ6cBtBcBNAAAAM441665ftBDvsg3XyPsUpDPUCQpksqyslSWdSk6S/EMRSZ1KopNkspSvpNhTV6X1+Wp5FImv/TqK6dg+jMAACen7ZXNrd821gxZPsc53z3QuxTNUDRH0TxF51ppnkWzFEUtF3pVjOaIZUF62XiDrVatuLh76Xlmcd7mHEXlOO6M444oKkdRRwjJqGy62f6cZbUQUknumYdMUu/W3Sf4twBgJAJoAAAAnHEuW31VKMZN5l3MLpVlLnXKOmRx8ZXJY2mmoi6ZpHwzpU6z1tXBklyeyRf2LLuB9mcAwJltVEdxkKwIl4M8ksUtm/c2c+dIiotxWPmiIpdH8kia6Mpud/d5FsV5Bj08Z8Oi/HYI9dCyzWAcd7lnWToU0qpk7pl7GBl6A2gXAmgAAACccRYtX1ZTOKyQFjM08jar/Ow3lmbIZsnOUzxbkUuRNEdxWRbJJM0o/hUdGvl1PtDDz1JM+zMAAE0uSY0RHEEKrkjKGt3QXkTPFo9MgovxVsqkWPrQi391glcPo9Jus9ii0vDPPc3nQZtFZlavHszSqvLeZw8M3wCmDAE0gBNg8+bNT/0gAABOGpeuvkpSVWGzJweVZfKyTFJZ1inrUtQpm6EoSDMUnaU4liTNVRQXr5A/Piv2UArSTEXP2LzvjgtXPnzb+6fmU1B/AQAnm+2bt4y6xxtLjixfdaQijPaWADgu8qkxC4w0V/GPNtz30PpPjX2vZd1LRobI1kyfPWQegnsIIc2yqoesNrTfLHIP3nhzuVx537QdWzhG/QWOFQE0cAx6enqmq9L0V7Z+NF7+4/WfnpZ3Pxo9PT3TfQgAgNNTm+rvop5lqTyRb/Fkv7JEHhexckmapWie4rMV55M3ZqpxRttRnBrPNMv7ubyY/rzQSvMsrm7e+t3b/vpjpeWfvHDVI7e9/6F179+2YeMJP/gm6i8AoE1OVP1tBs11ubekz81ZWFFjEEejCbq1FTqSOmX9CvsqveO8tMnVHPRsLb3P3vjTG18hpGaRezZu13Nv745j/VDUX+CYEEADp4C+ytZPXLiybPb137x5cztPYgEAOHNccnVjVoZLP/XaYWVZsf1gp6K5iudb3Gk226JOWSTNUlQuBkCrmMIRF01TsxVdYjNMihW5XLL65m0/uO2vH/9///rfX/KGT1646oHb3tfWJBoAgJPBtsrm1gQ5T5+Dq6ZiT0CzfOPfZhJckrV0QDeebZJLqTyVZ/JM/pN77hv1XvkWgsWrRs0x0MMvbWZRLIvMrCV6bnZXN1+IWRxAexFAA6eAL930lk5FLnUquvPFrz047rVfAABwLC5dfWW+M1F+0vlDrw0oq8uHFDJ5njJHMpfKZnkG3SUryTpkJVnN3aV8fqVL8xWbq+4e3F3KJ3WYFEtlqb552w9v++AXX3zdP1y4spcYGgBwumtGvIm8rpAoeLFsKJYyeSYFedIcA23D7c/RyNeJZZEsSD/bcP+/rftfI9+meB+LWkc/57U935+wcSw+OmX2/DEyeejduvsEfnYAYxFAAye7762/88A3HipbY9DkDEVfvunm6T4oAABOeXkfVjNEHlL4jld3Kz2gLJUGPPR5SOV1eSSVzDpkeb9zJh3ycEiZK8+g1SV7hnU2ZlxaI7Y2mckiWSTLpKqHVD5Y2XbHi18zzZ8cAIC22V7ZPGIqs6Ri1Ia17DQYik2Ai60UfOz8DUn5VsCZe5BH0ldue88TG+5v/nTHzv64NFNSFJXzd8iLr1mkZvTcakyncz6hg90IgXYjgAZOagcrvV+46eYOWShOcWPZrg0P3L3uvdN9aAAAnNquXXP9kp5lzXPOSNav8LjXBhQOK2xX2qes6iG4lDcymw0pDBazJptnqy7NlHU0QufhO12eyofkfR76PeRPS+Wdsv0sZgIAnL5GRb/NIc3NBMqlTKoq9CscVNavcNhDv0LSmLahIM/kVYV6cU8sk2TS19a9J3+R3q27Hnz4Z6XSzKg0wxTl0XPLO08QK7dk0O6ezwUhfgbajQAaOKk9vP6fZylyV+aqe75ESJ2yR2/7wOZ77n/KpwMAgCP4nbV/lp8VW3FaO6Sw29MOqUuWygflQZ65gpS4J/JIZlKp2EkpD53nWtyvMKRQl9fdBzwMeDjkod/DkId6I4kOfQqHFDKptXsLAIDTi7Xeal6Xbcq3Hzzs2YA8kwfJpJLMG0OfFaRMysPoqGUElkmR7Kcb7s8z6I0P/CCKO9zTUX3OXkTMjVlZ43F5MUmL8BmYCgTQwMlrX6X3K7e9J8iLeZRKPN812LoU7drw4HQfIAAAp7aXr7k+P+9sLvuNZYcVHvHqj7x2SCGTH1D2Q6/u9iyVZioqS5EUyzJ5kJdksxQNelZTyPujBxXyHZMkBakurypkLf1fkjYRQAMATmdjZl9IUeNar9Xd+zxLWqLh/EdRSznOH1lSlMldmmVR68Kjr972nic23H/XZ+93LyY5j3jn4Vh5/Azag3toHQu9pXfHcX9kAEdCAA0cm0qlMmXv9cMN985XrGKBUlKsRfLGqa+23cMuRgCAM0L76u+f3f4RK05c85HNktcVdil9zIce8KG7feDHqn3fq4eVdcpKsnwVcEl2tkrLreMcxZnUr9BsiM4l8gGFenHeaxpeGPzY+jvb9HEAADiBJlF/t1c25zdaQ+hms3Eir49MhGMpuEdSqViN1Pq8WDbH4jAyRQ7S5/77Bx946EeNIdLN55j52CnPIzJoL3YLbnx3rJ8OwOQQQAPHYPny5VP5do+sv3NQ4bDCQWVBSovpVy7Plwrv3vDg906OM9hKpTLFvxwAwJmjrSXm2jXXX3L1la33NPPoVDqozKVZiiNpSCE/PS5LLj9bcbeVZ8giy7utlBWvkMnr8ry3q3nWay3n1WXZw+v/+fgPnvoLAGifE15imiuENCZQjmVRY4jz8M9dKklh5Cqi/P5vPvgDi8rjJMjjZcru7qOi5+L+1rc7etRf4FgRQAMnqe/fc++PN9wXy/KxWYMKLbsxKN8QaUDZIydHAA0AwKnrXbd/JD/fjRp/Npbv5j+NpQ5Zh6xcJMgl2SIrnWel/Nt8yXDinsnLMpONPYsdtUK4UxFjoAEAp7d8ZHOpES5LrX3II7/NRS1TOPL/h8bDhgdtuDw/Qa7MPb8RLDevHJtp4qHP46H9GZg6BNDASWrn5i2dLa1SLk+lTD4or8n3Kzuk4NLgNx6668Wvm95DBQDglLa4Z9nL1ryxWXDVuNFQlnXIZpgFKWl0Y9lZipsPiIudkeYoKsmillEbatl/SZLJmj96lEvIAIDTVNxyOyrS51ajRkTnEyZLwxOxmpW00QedC8VF4qGO2Xu7ztLwA5q1u2iVNhsnX7ZR4z2O/gMBOF4E0MBJ6hfXvHH/8oU/89qTXt/k9ce99kOvfseHHvWhR31oj9K8zarsVv3Gw+tLPRtueuv2DQ9M91EDAHBKeuftH2mOb86G26wkaaaiGWYuBakmzyST5iuerzguTpXzs+uyLBTNV95YMpyPz/JMym8k8kGFfgWT9ld6p+njAgBwssgrZiqPpJmymYpmKOqQ5dd3y8VcjlD0Pg+VZz349Gtnz3taqTzLLDaLo6gcxWWz2BRZVLKoNPJacAtrZtwjEmojHAParDTdBwBgQm9c+87/eePveUt1NNkCxSZLR16ujWS9n/iXzZ/4TMfy85+55jWX/cVbpumQAQA4VX3g61/80xe/Mu9fziTJ826seRblmyYdVpbIE3ksC9JZivcplSyWl2QzLMoj7CBXsWo4FGF0vvNSkAcpK/782Yb7X9jz+un8zAAATJ/EfWjkiCoVF4BNCp1z+xc8e8/yX4qickft4LbdD3ZVD/5o/s/v7ppXLc8MadVdUWmGh0SSWeSetPQ4T9zeXEzqKAZA0wgNTAUu8gAnr5eteeOinuGdDfJ1u0GqKuTrf13KLO/GckklWbZ5+2O3/fU/XbjqEE1VAAAci0tXX/WO2/+m2DBQLkvks9VIn/NAOZXXFPKNGUyaoziWYlmHNSZES4oaEbOH8c5p8zy6Lt+nrG9420IAAE4r4+3uN6IlOZPG3ZDQpKxz7t6el2597g2HF1+R9zLXO89yD0Mdc7ad83NDXfNDliT1fklmkUVlSe6ZN2q13LMxrzqSjdccDaCdCKCBk9qb1r6zqNONGpkX6VSeN1UNeah7SL1xlpuv/802b/u3l1zHRA4AAI7JtWuu/8DXv5Q3XsVSJNutdK9niVxSc+BGSTYk71fY7PU8ic6HXebV2WT5ReLmFA6XS+7yRN6nbIvXf+S1+vLFL1nzxun7rAAAtNGYiHf4jlHBcL7HYH5n0jG391m/tum5a/rOfnYISVLvG+zfPjiwvVY9kKXVLKtlWc3d67XDMsu/oqhkUTmExjXdZgw9MXcPTuMzMLUIoIGT2svWvLHon2oUyOboq7wJqyavy0NLec/3Gq5t3v6FF7/+3266eWqOs1KpTM0bAQDQVpesvvL9X//iuT3LvLEnku1TutnrvZ7s8nS/Z3X5DqU/9tqDPrhT6QEPnbIuRSaryl3K5N4yQjpPohP5PmVble72dEAhyBcu7z7+o6X+AgBONnnM1LoZb/NPLwZVaeRjmrYuXTUwc1HI6km9r149mCYDHtIsrdZrB7K0mqXVoYGdtaF9UVyOosaXLApZbWTVnZB7KCZvNO6Y3PRn6i9wrAiggWPQ09Mz9ZXmA1//Yuu3Qeq0yBv7GmlAoSqvtVznbW4Z3Gm2+ROf+ccXv2ZqjrOnp2dq3ggAcKaZ4vp76eqr7nzye2vWvjPPoPN25prCZtV/pNouTwc99CqpKZRlh5R1yjpkkRS1ND5bsb43ke9Uul3pgIKKM+NMWrP2XSfkaKm/AIA2Of7624yc8l15j5A+u1SNOw51zc+yar12KE0Hi0kaR5KlQ0ntUMvwjSO0P/uInx53AzT1FzgmBNDAye7S1VdddPWqvECbVJf3eRakVErkA8qGFOryMGKnozyDtlg6tOGhf5qqDBoAgNPGjWvf9cknv7dm7TtNKivKw+W4SJkldSqStEilVB5JZSkupkXnA6AT+Q5PNiupDs+4zLcf1MKeZZesvnL6PhwAAO1iLdlyHjmNG/b66NteK3W5e1LvGxE9TzCv2T1k6VCWVlvvmeB9/Ck7owG0GwE0cAr4wN1fuvjqVa0b+mbFKMkBeSKvKvR5yFpqarGHksWyfRse+sa69079YQMAcEpb3LPshrXveu/Xv5gqRFKHLJZFxXiNsuw8lc6yOJEkBSmR5/M38klZFa/vUNJ8tcYcaLlL55yI+RsAAJy0SkUMbeON2tDIO/PFQ9s6Z2dp9Wgan91DWu9rTZ8niJiPEDqPfvyW3h1P+b4AJo0AGjg1vOP2j+Q3MvmAwg5PhuSZvKqwU6lLnbK6PJVn8qzY9UhFE9Y3b3vf/krvtH4CAABOSZetvurOJ79/Tk93cxuGSCpJ56s8z6K6PI+bixmXlsgT+aBCRfVIpuGxlF7M3/CLaX8GAJymtm/erGLvIhszDLo1eQ5SKk+kRF6X1zpmh5BkaS1NBtN0KGT1LBlM6/1pvT9LBtxT9zRkdQ9pWu8b1e88crJz0/jd03RDA1OPABo4NSzqWfa/vv4Fbyxo8kwa8jDgnkmpfJPqVfMgDclr8qqHukIqr3vIz4r7Fb5623um+0MAAHBKWtyzbMHy7nxNcSS51KlojkWZlGfNQ/KDnjUHXA4qPOxDsSyW3H3UGqZze5b95gkaAA0AwMmmWfWaQ6usZW/eXJBqCvncKpckq0Xlvs55w4/wkKVDIdRDqLunISQhpCGkWTqYJv1jp21EUekoOq2bLz6mXXqipBrACUIADZwyLl191UVXXxlaqmVd4YBnJpVluz0JrsS95p7Iq40bqssPKfQrfGP9J/dWtkzzZwAA4NRkUlycn0ZSVeHbPvQDr+3wdK+nBzzLpFSqy/sVHvGhmrwsi4oz2uI018/pWfa2j//N9HwGAADar5nlxuP/3IM8VSNCbp7b1uKSReXhBzWiadN43c1m42RZT5VBkzED04kAGjiVvOP2vyk2UGjU4EPK6vKSVJP3KaRSVV6T1+VV+ZDCbqU7lNQVavLHN9w3vccPAMApymSt3VuRzGSpfJ+yvcoOK5tlUSLvU/YdH6rKy6OjZyXSYYWVa65j+0EAwOnNpCDFw2OgrdkEHaSR3cuNCPpwx+xmrOyNuZI26jEj3mIyGXTxahNsbAigfQiggVPJwp5l5/Usay2/Jm31ZJ8Hk/UrpHKXBhV2KPmJ155Qfb8ykyJZJP2IABoAgEnZsXmzpJIsb8dq/hs6P4Wdp7gkC9KgwpBCJEUtj0nk/Qq7PV215jqGbwAAzhCZvDXoDWNS5JZvva9jTuOWZx6yUTmyjx2accwZdCMHz19u9M8YCg20GQE0cAx6enoqlcr0HsOate9stj8X58C2W+ljPvQ9H9rog/f4wH0++KTX+xSq8kSenyfH0jfXf6pNR1WpVHp6etr04gCAM9zJUH9dimQdw81ciooT3Fg610o1uaRYVlJkskhWlmXyPoXtnuz1dEFP900nOn2m/gIA2mdy9deKDXhD0fWcNQZuDKe8Y5PoenmmJPfgIbPhDmXTRM/Jf3wMGXR+VCcmaab+AseKABo4xXhzFJYUyeKWytqvcEDZkEJJ6lQkKR8YnUhD8rqUuO9hDDQAAMfuBVdflf+7OZZlklomSs4rplzmIzjqCol8SOGwwm5lfQqSXFqz9p2Le5ZNx7EDADCVXEWV9FH3TvRoSYrk7iG1I83HGOc1jiWDdqnZ/swUDmBKEUADp5hLrr4yjByC1Vo589vJyKdERWadyb+74d6pOEoAAE4vr1hzfT6zMp9imcqzohSfZXEmJfJUytwkBXmQspbz5IuvvvIVa66fhuMGAGA6NHuNJwp6rVjOGxWPD55JwT2M3XVw+EU9jL27yKzd3d3zVwhmZhYVXyey/RnAJBBAA6eY83uWt0bPNkFFr8slBc8vPjcKclrcDwAAjsmlq6967tWrErnL8/nOeQadSVs82eT1HZ7u8bRfIZZFMmsZdhnka9a+c5o/AAAAU8XG+7b1RDRqDK0a7nauRSW5h5C6B/cshDSE1D1rfuVdWM18ufjKfxrc89R67Nlunkr7OHOfAUwhAmjg1LOwZ9mo4mktC4GLrLnxkPwCcSSryw8pm7KDBADgNPPO2z8SivIaycqKXKopDCgcVrZb6T6lAwomxS0Tol365TXXP3/1VdN45AAATCsb9U3zYu3IH9jItb5qBMfuRYzs8uAelH+NEzcP92gV3dCeN043X/HEfzgAR4EAGjj1XHb1lRpOnC1qqdrNW3V51qiunsn3e7rHU4otAACTtqhn2W+sfWezmEZSSTZT0SxFXYpmKepUVJKVZHHxZyQt6ln257d/ZDqPGwCAadU8Sy2mL48+gW2NoYtm5wleqHVC9Dh9zS4PKnqihx82+nUmWkgMoF0IoIFTT+sMaGu5U8VGw/mF40GFqvyAhy2eHKD3GQCA43bj2nddtPrKUXe2VuS8qyuWxUVFZvgGAOCMEiTJXKM3E5zojNTG5M3jDnqeUKNFOsizvC36SH1X1pxPOSIHB9BuBNDAsalUKtN9CLps9VWtWzpYyyJflzJ5VaGq0K9wSGFQQcVfdZMWL18+TUcNAMDknQz1N3fpyGEaYzuv8q9MMumX17yRvQcBAKeuSdTf1h6pmnxQ3q9sSMHHPGDiANjHyaAneLTLfXjbhTG90804erynk0EDU4YAGjgGPT09030IkrSzsqV1pdKomhlaIumm5jCtNu38W6lUTpJfDgDg9HOylZiLVl85tjUryPMi68VODAt7lt249l1tPRLqLwCgfSZdYponpEFKiwx4ohPR/JGdIR1598gRz6PbqfMX9FHzOsZJn2280+Px/P/s/XmYZVd1H/x/1z7n3qrqSWho9VjVNyGD4xc0AbZ7kFs/2wEMjuPXCQIJjASO82Zw4jBLOLYi8iavbSYzGGxiI+Q4GJDMFAMeGNSWWi0JCQkJQ5jk2zX0PHdV3XvP2Xut3x/7nFu3hp6qq+pWdX0/T9G6w7nn7lPPw7Nrr7P2WkNDB859UInzL9GFYgCaaOmJDRemKJOgTcpyHFJ2W5DyfQPW15gBTUREdFGuu+nGd3/1zz1Mi7gzYt8FAxQIwLrawGvuuuOTzz6zoTbQ7cESEREtqBmDvXbmIHCcPauhNSV+bFYW7ZgafY79CAMwqc5Hx6fL5CvmNxMtGmm3B0BEFywWl5w+mcZiW2e6tRyXx1wJExERXbzrbtrxNT351AMPPbXrwX31wQP1wZG9ewUQyPU7d7ydXQeJiIimsY5dvK58xQAHVHyjTLXqjCl7oNpZ1Tm2FhQAIu3XDQaZTXrlxHnF9fevn8UZiOg8MQBNtPRIx+aFjmTnqJyPMfE8bjkKwFWMPhMREc2d627acd20noRERETLWXu3rnQ8RseLCVCBWLFWLdayPSEHYGYimFjRmmnIiocaAJh6QCAyLe1KLzQGPS+1KYnoDBiAJlp6OufVWNZZO56iLLsROyoILO5ZUhhr7hAREREREdF8aydFxeVqAkHMdIZLZjqsxzeK481kporP52Y2Y6loIloMGIAmWnpG6oMCkY7os3WEnlHeyxWYdNwFNmDDFmZAExERERER0XyZKbNYApCUOVLFS5OP6AlZ0TPwImPQmLlj4QxjKrYPt2uBENE8YkIk0ZIU/6+rQAZrwS6vbc6gedENaSqFATCgwi4MRERERERENG/KdKipLxos/kw5PkalL8sbhnYBaJsaEZaOjOpzj+Dcx8ikSh/n9REiuhgMQBMtPW+/58PP27m9HWv+lbvu/Nyzf/uonv70s9/6wFe/8Lq77vAd86cWUWkDbENty3yMp16vz8dpiYiI6Cw4/xIR0SK08Qz7bjt367ZJ2eIohfSWVThQNhucvc6PWxn6PuPBCtOB/g3neW7Ov0SzwAA00YWp1WqLYb5579e+8Pybdlx70/a33/PhX77rzvjixtqWF9x046/c9fZH9fSfPfut63beqGWBjlh1a/4aJdVqtXk6MxERERbN/LvYcP4lIqJ5Nbv5d/quXHRkNU+JBFcgfXA9kB7fmnR8u9XRLMtx6DnizhPjumCcf4kuFAPQREvVC2668YU3/eTLb3v1jO9uqA3853s+/KKdP+kgOTSH/tJdd/zT225d4EESERERERERTSmrkcMymMLa0eXekE2rGTljX8GzhIyt4wfTy31MO3rGeiFENPfYhJDokrW+NvC7X/vzL9378eF6/QU7b7zhphu7PSIiIiIiIiK6xBlMZsp3NCAAAZZBAVQg1TL4K8BzWqcPT05YNlNTX75v8RURmSmtWURkeijZYDJTfNnOIzxNRHOIAWiiS9zPMuuZiIiIiIiIuqQdAA6wrMxNrkBiPDop3zUoYBDXWTcjRpzjI4jE6tAiOn1Dv5lN6SxYnnamGPTkGHb/eReAJqLZYQkOIiIiIiIiIiKaG4ZJFZ/bP2HyMWFyDvJz8saMvQfNplTviGYoNH2GIycnO89cGJrZ0ETziwFoIiIiIiIiIiJaCAIIpB0/bpdh7gk5LMz4kSIwPTVwfIExaJt+ho73iWg+MQBNRERERMvdZ/78qQ/94UMj+092eyBERESXApn2YEbtaLECCquGJoCZGg+WWcyzjEFLu4r0TMfPcBIimlsMQBMRERHRsjY4tP/X3/H5D9/zyM++4qOf/9J3fu6Wjz/x1L5uD4qIiGhJ2ljbMuUVg3UWwbCOBzlsHHoKOgrNYWuy0bOcuYwrn38MWsqfc5y1f/P6sx5DRBeLAWiiC1Or1er1erdHsbjU6/VardbtURAR0aVsXuffwaH9AJykSdJz1299ZWTfid/473/9+JMj8/R1c4XzLxERzbfZzb+d4eYZGgAWx8ADOSyD5WVis1mA6dkKZZjOlMfcGYMugs4Wmx2eY6A2Y9Xps+P8SzQLDEATERER0XKXt06aBcCcq4i4/QfHfuO/f6nbgyIiIlp6OjOgz557jI6M5pix3BPyKQUxRJxEEJmUziydP2Y2Q7LzzP0GO96FnXOERDQnGIAmIiIiomVtaOhACE1Vb2biKi6piiT7DzZe/+8/3u2hERERLT0zBn1nDPWWudJFYnNPaE372KQyGhLLQ8/0BWco5XymGPTMvQqJaJ4wAE1EREREy9rg4H71TVhwLnGu4iR1SUVc+vhT+77+jb3dHh0REdFSsrE20FnlGWcN9LYPiA96/LQANGbuSTjz2S4sBi3tj/RvXneeX0FEs8MANBEREREtd6qZhhYMZgYREeckda56+7+9d3jk6PmcYd/+k48/OTTf4yQiIlr8bIanMj0GbJio0xz/XZWdNgsznHF6DPoMtTXOHIOe8fXJYySiecMANBEREREta0MjhyvV1RBnFsw8AEBiGFpcesddnzznGYZHjvzrN3z+377lK6//1U/M92iJiIgWOZ1cW9mVFTQ6X5we8Y0NCavTq3BEU2LQZ86KNtMZTj9zGnWsH3322DQRzQEGoImIiIho+RrZd2zf/hNmKoBaHjOkJEafxQmSJ54aOWcS9O/+3ud/8P3vNscPP/HUgV/+1U8tyMCJiIgWo41btnQ+PVPucbsuRrv+hrbfOZMLqMVRnqRoXniWDzL3mWghMABNRERERMvUyP4Tb/uNjz/2xA/FJWreQg4AEMCJJOJSSVJxlff//pfOcpL7P7P7/s/sCaHl8/EQmo9/c/9dv/W1hRk/ERHRYrOptmVKg7/YQzABHJBMvCjtd1EcbwasbJ08W3qzSHE6O1MVDokg5xOwtqIGdP/6c18YEV0EBqCJLkytVqvX690exeLCXwgREc23+Zh/R/Ydf80vf/DhR54xDWZBQy5JNZaeLBavLnWu6iT93BeeOdNJhkeOvuXX/1gkMTMNmQYffONzX/zWy1/5Pz/7hafndsBTcP4lIqL5Nov5d0NtAJMD0CmkCkknxYNNpoaZi0+sap0GrP2mmU2LR0vxI9KesSe2Lkn57rnZ7IpvcP4lmgUGoIloDtRqtW4PgYiI6AIMjxy+9fXvGx45ahbEpU7SJO2N61UzrxpMg0CSpMelfc6ld9w1c2GNt/3mx13Sg/ixfFxDy1TzbLS+d/jtd3/6scefnder4PxLRESL0Mballh5I9bZOEvpZwFionI7afryxtHOuLCp74xHT48+T7xyYWYZfY44/xJdKAagiYiIiGjZ2fPot4eGDvh8NGudcq4CEZEEMNVQNC8qqka6JOlxSc/nvvD0Y09MjSaP7D+x55HvaMhiCyOzoBo0ZKq5aS6Svv2/fr4rV0dERNRFCjNAYSirZUTTWhFOBI47D6v4caBdQMO0KJA1lZx3SegpDGoT32Yo+hYS0TxiAJqIiIiIlpfhkcPvef+fAYAkPh8bPz2s6g0WQ8kAioQtM7MAEed6AHn73Z+ecp6RfSd6+q5ySRWAWRARM28WNLTMzID9B0Z/47//5UJfHhERUVe9aOdPGuDOlpUs6EhddhAHqUBSoAdyWevk5INNdeYY9IUymLWbHXbErwf6N8zJ+YnoTBiAJiIiIqLlZXBw/9DwAe/HVDMABstaJ9Q3YwKWqYpLAKiFIh9L4JLKvv2nphTi2PPIt1RDkvaVi1jRkKv62BlJ4JyrfP5L3/n6NwYX/BKJiIi6rCyvISizm9uNB2M3wgqkB9ILqUIqkAQSY9ZV35xaq8PUNEw6+YWmP5sZbOppZ5tDTUQXigFoIiIiIlpedu/5pmoefDOuZkVc1jiStU6a5hpaziXtrbgCMfUiqXNVcdXPfeHpR7/+g/Z56oPDrebRVlmt0sxiBnR7P29c7f7Kf/rsvv0nZxoIERHRJWh9bWBa6WcD4IAU0lNGnN1MMSkBejUvJuKLDxCbFT8TpyeiLmAAmoiIiIiWl917vqkhS5JemJrmAMzQHD/UGNtn6s1UxMEUgKpCEudScalzqXPVx574u/Z53vCrvzB+eqjZOJQ1j7Uah1uNQ63Gkax5vNk4krWO5/lp1Vw1N9Xf/P++3LWrJSIiWlibalswufSzK8PNSfmizRQMjq9cNX60xzem9isETINZvHN8zjiyAeiIO0//kimvMTBNNL8YgCYiIiKiZcdUvW901JRUQINvnD75w6x1XDU3CwI4lzhJABFxIokkFZGJv58H+te/6hU/A7PgGz4/7fPTPh/1+aiGTNVryELIgm8G33z4kW9/8CNf6cqVEhERLbANWwZi6DdOme1azyifxnenVcRos9XNE2XatHUeaOphwSyo5qYeMDMtugdP+jlT9Lk9BHQeM7B53eyulIjOEwPQRBemVqvt3bu326NYXPbu3Vur1bo9CiIiupTN4fw7OHRg98PfAGAaVDODFQU01AMiLjUzn40ZABGRpFzKOogTCMQ98th322d78xtumbJ8NvUATDOBaGiZhhBaqvn7PvTFR77+vTm5hIjzLxERzbfZzb/ragPWMTmGMx85Y5DYgDXZqTifdgSui+CyahZ8Q0MrhJaqjy+WMejzZkX02UwvtCwH51+iWWAAmoiIiIiWF4OJS2K/wTJ/ygDJs1N583jw40lSNQ2mCpGYJS0CEQcREXnsiWf/7LN74qmcSzrSqCcSvIJvAjDTEFqAiThA/uyzDy/8xRIRES2wTbUtMwWDpwZ6Z8yAjlPp1Y1jZv7sMWUR19mZ0OzMGdVTv3jGryWiecQANBEREREtI4OD+2CAlFUoRWLalEuqANLKSjMdH9sXfMO5NPhGR13IooilSPK23/xfI/uOAXjXez9exq8LannZhDCU2VVmBpHk/s/sHh45vJAXS0RE1BUbO/oQdtTFmBrnFSCBVCC9kD7ICrg+uCpcClndOhUrPp9BcdO33TcYxYR71hj0pIaEnaciovnFADQRERERLSODQ/sRF7QiAJykIi62MxKBS6p56yTM8taJPDtlGibWpQIREThxKSB33HXf0PChT97/FREAYSL92TQubotC0iKAtpstDQ0zAE1ERJe+dVsGOp8q0E5PFiCFVCF9cCvh+uB6IRVICmnXjAZwdeMIiuDyDAHiiZYMUwPKZ4pBTw4928RghAFoovnHADQRERERLSNDQ/vNTKSdlRWJWVD1GnIAPh/N89NmRXloiIvhahGBCMycqzz6+Pfe9hv/SyQRSUVckvRKmVVtUAAaMsQdwfFLRMy0o14HERHRJWt9bUoA2todFRJIGrcUnfUM6xrHzTw6Epw7TNS8MtNpEWfrSIu2M5T6aJ9pyt8DRDQvGIAmIiIiomVkcGi/iJtYrE6sfw2SOFfVkLWax/LWqVbzGIBi6SsS60QLRM2LpIB78lvHkrQPkgAiLuldsbZ3xdpK9bI0XSGuEnOqzEK5rLU8Hx3YvG6hL5iIiGjBveCmG2OacYzvarEbqJh8rfzXJp5NJcDa8SOGGboLtu/4FmYOUp93SWhgoH/jeR5JRLPDADQRERERLSODQ/sBwHx8KuIAF/w4DGLI81HvxwFzrurzsTw7bWYwBaQjo0rEJXH37qrn/IP2LmCfj4kkSdqXpCuqvZdXetY4V4lZz8E3fOu0qe/vX9+NiyYiIlpQOQwdtTM6I85TAsNnKcl8deOYaZhc5Tn+q50/qt6mxaDPXQ8a6GjzQETziwFoIiIiIlpGBof2G0yk0pGYBcDl2SmIs1jB2cyggOTZKe+b8UW1AECLhkhFDFokWbl6C2AiiUFDaAEIoRlPmqYrxCXFChnav/nqLlwwERHRgnvBzhtjSLgdA+7Mhsbkt6aLzQkvy0Z7fKNdZKOIYptNDmUbYKb5TN0FccYYtDD6TLSgGIAmujBbtmyp1+vdHsXiwl8IERHNtzmcfwcH98V2Q+UG3vjYxTxlQFVz78d9NiYiZpq3TnjfMvOmPvhGyMcAlBFnA5BWV8Yzp+lKkaTae0WS9KjmUgapXVIVEZFUXDonlxBx/iUiovk26/l3Y21LRxtfYFrWc3G/t3xFOh7E7r0ZrAW7anQEkJjgPJFPPXO+s++MQZfNHs4cg+50IbFozr9Es8AANBHNgS1btnR7CEREROdW1N8QMQsQEUnMNNbQEJEQWlnzuPcxxIyYzqya+3wsBB98o9U8WmRaGURcEciGiEuDbwAATEMrqaxIKyuTtBeGJO2zItXaBvo3zO3lcP4lIqJF6+pav02qwjFRlMOmZUZLuz+hSFWkCR2HZtDVjSMrs5PS/rhMOlsnMzUL02PTOHcM+oJToTn/El0oBqCJiIiIaLkYHNwPQOBUcwAuqaSVlUDZijDu8FUffCuEZt484fOxvHWycXpo/PRgY3S/qQJx3RzK3cAWQrOn9wrVTEMWnzpJY30P1axSXQWYcwlgM+4OJiIiuiRdu3NH+3FnuNnKnoQBCO1WvxBXRqINCDAAAeYga08NxrpY8SQiUk6pk2bVojSH6Yw9Cc8cgxbW4iBaAAxAExEREdEyI2LmY01JkSStrhZpr3kjC76RtY63xg/nrZM+H2uOHzQNVsSdY+KVAmJmwTcqPZclaV8IDTPz+agIRMQlFXEVGNK0T1y13auQiIhoOXjBTZPKQAcgh7VgvggSW0dnwmL+jaFghcV/406jldnpTcd/AAso4sgi4mLVjSnfWJSKNu3Mg5bSPF4qEZ0L/w4mIiIiouVix/YbAIg4kcTUx0VxkvQm6coZj7ei5SAAMZiqNxhEYDCYmWloZa0TgmTFqo3ikiSpANCQV3svj18EIElXJGmPS3q//sSzI/uOL8R1EhERdVsMNMfHUsSUJ/oGRvGu7pRAcjC0D45h43+0bsX2rdd2fLq4bTwlBl3O2sVb5xF3Zvoz0QJhAJqIiIiIlpGBgU1msTGShdACtCwDLVM286JYysaikwILpqHY9isCsxAaJ499J0lXAJakfStWbRJxq5/z3J6+q0x9kvRUey8XERHnJHFJpdq39vf+x9e6cdFEREQL7edve00+MbFK+aiIStu0YHRbLKLRDl4bcPtdd2zfdm1sW2imgE3ZumQWzLyZFfeJixj0DLU4OjAtmmjhMABNRERERMvIwOb1ZhrXnFKsTs1MxSXlGnjScjQeEKttADCNDY4shObp498Pfty5qiGYaU/vFUnaZ+oh4pLenr4rRcQlPQDM0NN7xYrV/Z/7wjNMgiYiomViXW0gxoAFiJnOnUU5rCPE3ClGn5MyOfn2u+542W2vRqytAW3Pyx0dDeO/IiJTCkCfJQbdEX1mhwaieccANBEREREtIwMDG1R9WUHSodjBW/wz/fh48MTa2cxgPm+cOvZdn48mSW98OUl7zbSnb61LetNKX++KqwERSVxSqVRX9fRd2dO31rmqS3s/8+dPLuwVExERdcd1ZR/CzjBwZ+Lz9AxoA3yZIq3Ai2+79XV33RnfGui/2kwBjf0GYwTZzDoKQ0vHbF7El6fHoEVEJt9sZpdgovnGADQRXax6vV6r1bo9CiIiovOyfdsNgGnIgNiNsKw/aeZcpVyvdq5LrZ2ipZabqc9Oj574oYamSJJWVhfHmKp6My9AWlkFIEl70srKtLIySXuTtAeASyou6fm9j3x1Ti6E8y8RES1y1990o3VU4Yj/aXcd7KwE7WEBNgYdMx2FKqDAS2679e33fLh9tlte+bOwAIvx4s4os3V2+u3o39B+ZVJPwvarHd9/ATj/Es0CA9BEF6ZWq9Xr9W6PgoiIaHmZ4/nXTDXXkE0EmkUgIi6d3IyoSNJSzTS0vB/PmseDb5j6mH4lksZVrs/HYDD1oyd+aAhmoZ2fVW4TLjYLp+mKau/ln/nzb8zZtRAREc2bi5x/f+62V19Z6wfMQxUWyh8Pa0GbsHHoKPQo/EH4fciPWziGsLY28E9vu/V9X/3zX++IPkf9m68GULYfbFeCnmKGytIz9ySMxbWY/kw0/xiAJiIiIqJl5NZXvRyAACG0OrfcysQfxtO6EZoGzYqkaaCoGS0AEEKzOX4o5I3x04PHDj3ZbBxtjO4z1WnJWcVuXxEnrnrnf/mz+btAIiKixeNlt73aynoaM1beiFNmgAnk6lr/z9526/u/+oVfv+fDN9x04/Szbd92Xfv2cAwcx54OHXnWmFpTSwTiJvY8TWEzRKuJaM6l3R4AEREREdGCistUAVzaaxZgClNxSfG2yJRakNMXpgYFEohoyMyy4BuAAQ6wrHkshCakT5BIO/dZUCyYxYlIpbL6A3/w1//h//mn83+tRERE3fT6u+78q3s/vr++d8rrAhFgba0/ADfs3HHdTTvWb9ly/U07zn627Vuf/8n7vmKT0p4dZEqVZzNTgUHizN7ejVTkQU86lNFnogXBADQRERERLS/F0lPMLCRJr5mmEA2tjhqRE6vTaQvT2K4QIklxfEy0EidFinPF52NJ0mNmcKlMy6cWScRVPvxHD/3iP3vhpo2Xz88lEhERLRZ3fPTDb/ipl3fuDBJgXW3gjo9+6NpzRZynuOWVL/+Pb3yviHT0MpTyvJ2zrZkpLIgkU87QGYNuR5/7+9fP4rqI6PyxBAcRERERLS/9/RsAAImpByCSpJVVlZ7nJGlfsTqW6QUlCwYD1CyYaWw9GMPQ7fZHSdIDmGoOADFCPfVsAhHnqh/8yFfm/NKIiIgWm+tu2vHxZ5+5/a47NtQG1tcGXnrbrW+758N/+uzTFxp9jvo3ryvjxp2VoCdtXjIzEcDU1JcR70k1Oqyjw/BMVaSJaI4xAE1EREREy8uObdebqbgUgGou4kQSgUvSvp7etWm6wrlKPHJ6+jMAMxVJIDArCloazMzHd9U0a51sNY4WB8MK8aEGFCU55LNfeHpk3/EFvG4iIqLu2FAbuP2uOz/x7DOffPaZt93z4ZfcduusT7V96zUdzybKa0yZtK0dpFZ/rlOyCgfRvGMAmoiIiIiWl+3bbjAU23LNAor2gAkAEaSVldWey6o9z0kqK9PKSpFU4Mr8qUgAuKTHJdVK9bJKz2U9fVel1TW9K9evWDMAIOTjAPLsdJ6dCr5ZLI9NY9K0ah6LQQP23g9+tiu/ASIioiVq29ZrzLQ9KZuhIwm6o/1vcYwAOFsM2nRg87p5HjIRMQBNdOHq9Xq3h0BERLTszPH8axaLZpiGYg0r0g5Jq3oI0nRlWllVqaxM0t407XMuiRHkSvWyy9e98PK1119+9Q1rrvwna6740ZVr/l5v37pKdY0AIk5cGkIW/LiZBT+etU6o+pj/XMagfRzD/Z/dPZcXRURENNcW2/r3llf+bEc1acz0uNRRlSPuQJpRRwcIIpovDEATXZhardbtISw69XqdvxYiIppXczvR3Pqql5uZSOJcJU17navEHClxqZmVC1GBOACxUgfKl5K0V1wlb53y+RiKYhpQ3xQRM9VyfWsaABd8A+Is+Lx1OvgmoGbeio5JqhoSVx0eOTq7q+D8S0RE821xTjSbN61tB5c7+ixMKeVs5SanMg/aZoxBX3D9Dc6/RLPAADQRERERLTsD/Rt8PmYWACcd5TWStDfmQQOI+3nb9aABp1bu4RUBLPiWam7qzYJIYhZEgLIbofdNiATfEOcA8/l4no1Z0RDJVDNAIW7Po3+7cJdNRES09G3fdu30FoIiAoiZAQqoaq6aY3J2czsGXRTrMINZf//6hRo40fLFADQRERERLTs7tt9gmvvsNKAAXFEAuijuXB7VXtPGkLSKJBoyQJMkxqlN1avm4lKRpNzeW5byUG8aTDWWp4x9kIJvmqmGPIQsHvno17+/oFdORES0xN1y84thViYvd/47hajmU14yC8XBEwU62ISQaN4xAE1EREREy872bTeYBbPQahzNWifNtDPxOUlXdG7qdUkVgFkos6s0bx0v3ywWwPFsHb0KDUDwTXEJYLGyRwgtn48H31DNYrBbRO77zN8s4HUTEREtedu3Xb9t6/M6SzwDmFaCA4j1naeVeLaJ4HV8PucDJKKpGIAmIiIiomXn1le9vL3i9Plos3HINBe4sk+guqQCSCzxHKtwqObtxa1ZyJrHOtasFkIjPpKymSEAVR98I2+dzJrH89bJGHoOIUMsAw1AEucqwyOHF+q6iYiILgWvesWLJzcPjLd1MeUVdKY8l6+LSPsVg27fdt18jpSIAAagiYiIiGh56u9fP7H+DJmqD5qJJDAzC6YqHQvZJOlJitIcsakRRBJTH8tHmnozdS5NK6t6+tY6VxVJIDDT4JuT9//GPkjlmtkMIkPDhxbigomIiC4Vt7zypf2brzpr/Y2CWWgnQYtIx+QeC3Ggf/O6+RsnEUUMQBMRERHRcrRj2/XlJtwiigxYCC2XVJK0N62uNDOXVFxShUhaXe2S6porfjStrHKSpJVVLukpWhiJmGm194qVa2q9K9am6QoRMZhN3Ro8wYqy0AbAuWq7byERERGdp20/8XyYTplsO+4dtzOgi0NE3LQyHQbYQP+GeR0nEYEBaKILVavV6vV6t0exuPAXQkRE820+5t/t266PHQhjPnJZwdm8b8YDksqK4FsuqSbpiuKVpLdSXZ2kKyrVVWmlL0l7k7QvrazqXXl1pbrGLJgpILHuc5lvJVo0J5xkIjxtGB6eTQkOzr9ERDTfFvP691WvfImZxqkcsFiEo/2uiBNJnEudS+Mrk24MF49NQ7Z92/UX9L2L9hdCtJgxAE1Ec6BWq3V7CERERBfmlle+rH/zOmtHiidKSZr3TYETcWl1dfANEYl9CFVbEBFxZu0izlKUjQYACEQADR4QK/cFm+nkbOjysyaAhdDU0JrdJXD+JSKiZWvHths2b147rfxGbBc8pdpGYcp0bGb9/etn8dWcf4kuFAPQRERERLRMbd92PUzbVSBFEpHEuWoSizibOZcWtZ6LrbvQkJfhZlP1wTeDbwTfMvWmQdXHHoMCiRFtVS8iZr7ze4vQtUgIWXP8EKtPEhERzcJb3/TaiRobNqkAx0z5zp2vm6qaaf/mqxdorETLGwPQRERERLRM7dj+wvZ2XTVvGhJXdZLEWLNLqiIuSfuKHGdxprlzFQBx4Roj11JUcDYzr5rHF2OjQkz0G7SJxoPFJmFR9c3xA1Ni00RERHSebrn5pZuLVoQ2qRWhoCzNEU1618xUQ3xl+7brFmisRMsbA9BEREREtEy96hU/A3EGwFRcYha8HytixwIASdIrEJf0FLU1NAcAESujz4CIS80m1dkwDcWRRY3pGJJWQFRz07zVODJ2enDsVD34xgJfMhER0aXkLW/8JWBKqSvIxA3gKeJ87dvx6B3bbpj/MRIRA9BEREREtIx9Y88fb996jZmVhZglhGYZPoZqnlZXJa5ipmrBVNVC3MkrReq0hdAybZnmMIWZaq6aAQIz02Dmg2/4fKzVODx2qn76xPdPn/hBq3kk+PH4FYKpFSqJiIjoPN1y80s2b7oaUEyrBj0561nN1Cx0HmkWWAWLaGEwAE1EREREy1d//7q3vOHVEFGfZa3jWetECK2yYoYBCL6ZVFY4l/psNKmsBMzaC1pT1RxmIkmZ5hxUvZlqaHnfUM1Mcw3N4Jt5dtLnYxNfXBw/fbVMREREF+Ctb3w1AMDQbhEcn5uWKc9q6lWzKR8c6N84MLBxAUdKtHwxAE1EREREy9r2bddt3/p8IPYxCj4fa44faY7tHz1VHz31d6eOf/foga+fOv5dl1RjqY34KbNgZiJJkqTFC6YhZCE0Q2ioZpNSsYoCHZPDzWYiMLPNm9cuzJUSERFdel5180s2b7xi+jxbtHAoC0ALxNTDrH3PeNPGy7szYqLlhwFootmo1+vdHsJiUa/Xa7Vat0dBRETLwvzNv5+97139m9cWC1dTsxB80+djPh8r+goafN48efRvW+OHW40jp098b/Tks+OjQ+On/m789HBjdH9z/FCreTTPTqpvwSBIynaFAkCLToNlWtbEAlk2b7pyoH/DhQ6Y8y8RES2Yxb/+fcubfqls/2tlhHnGMtBiFuL9ZlW/fes1F/pFnH+JZocBaKILxvmGiIho4c33/Pv+977JTGEGkSJbqly/AgIREScCiKDdV1C9au7zRvDjwTeLha4IAHFOXBI/CMC0WBWj4z8GVc03bbxiXq+LiIjoYiyJ9e8tN790+9ZrOhoCt6s8Ty91JWZe1cN0+9ZrF3KQRMsZA9BERERERNi+9do3v+EWMwWkrAENADGjSkREJD4vPzHlQZHdLBARJy7tOLdZkQGNzo+YmYbsbW9+3dxfDBER0TLzgfe8ySwAVszXAGZOgjbTANP+/nXbt123gAMkWtYYgCYiIiIiAoC3vvGXtv74P4GZwdopVCKJWShjzA7FslZinLr4pAig8QARl1RXiksBEXEoy0Y7lzpXqVRX9/StXbFqc+/KdaZ+oH/99m3XL/yVEhERXWL6+9d/9r7fidMxIO15vCMHuqi8oeYBG9i8vivjJFqeGIAmIiIiIip87v53bf3xH4FNNCyqVFfCcguZmbZrOEtRpiOGoSFw7fobSWUlIM6laaXPpb2Aibi+lRtXXfbclWtqvX1XVyqrxKXBt8z8LKo/ExER0Yy2b732M5/6LdW888W4kymGnovJ2qy/f/1b33RbVwZJtDwxAE1ERERENOH973nztp/4vwAAKs4laU/vyvWqmWqu6gFrR6EnPlPu9k3Tvpj1LOJEKs65tLKqb9XGSs8al1TLow2AhiaA7VuvW5BrIiIiWha2b732s/f9tmpLNTcLMIUF1byjFocB+qpXvJj1N4gWEgPQREREREQTBvrXvf89bzZTmFYqKwBxkiRJpYgxFwU6dHpZSZEkSVeIJGllpZNKc/xAY3S/c9WJA1xSnEO9hhZgXP0SERHNre1br/3c/e8SwCwYpjYhNNO3vPE2NmAgWmAMQBMRERERTTLQv+41t/5cUukDXGwW2NN3tUuqAnQmPse6kmYh+IaGTEOWNY+2Gocao/tGT/4wb52oVC8r49QCQCQtP+gB6990FQPQREREc2771ms/e/87BdIRg47Ftewtb3j12958e3eHR7QMpec+hIiIiIhoORkaPvypP3sgSXratTVc0lOprvH5WEf8WaQjFq2atxqH4pMkXeFcIpK6pKczUdq5RNXBQt46CeBVN79kIS6GiIho+dm+9donHvnjT3zqrweH9sFscPigQLZvv/6tb/ylbg+NaDliAJrogtVqtXq9XqvVuj2QRYG/CiIiWhgLNv8Ojxx+49s+JOJEXGwzKJIAgIhLepyrmPqyAyHiAwNEHMp9vmYBSMQl4lLTMHEs4FxFQ+yGpNu3XjvrQXL+JSKihbF0178D/evf+qY5Djcv0V8FUdexBAcRERER0YQ9j357z2PfiY8FInAGE0mKZwAgMdzcUVdSyh+YxQA0krQvdiNsH2GAuETVm+abN6/dtvWaBb0wIiIiIqJuYAY00SVlZP/xz33hmSTtc5IazNQbbOP61S+8fvPG9Wu6PToiIqLFbnjk8Bvv+AOYasiTNAEMIgJnZiKpIJTJzLH+Rowqm0wU5hDAYmg6SfoAuKSi6p2kRQVKC2ZeXDo4tL8Ll0dEREREtOAYgCa6dIzsP/GS//tD1d4rnEthZqZqAQKB09Baf3Xvf/31l73ohoFuD5OIiGiRGh45fPNr/hvMAKfmnam4KiBmKgJA20U2ytAz2vHozvOYBXGVJF0BcaYKM8BgCKGZZ6c0tACkSe99n971il/cuXCXR0RERETUDSzBQXTpePvdn0nSFQDMzCBwaZL0psnKNF1Z7b388DH3r/7jfV//xt5uD5OIiGiR+tSn/2Z43xHAmalI6vNx0wAREWemEyU32qU42ooKHEUw2gxpZZUkFZekZgEwDVnwDQ2tJOkFYBa8H9vz6HcW9PKIiIiIiLqBAWiiS0f/5nUiYmZmZYqWOIhATDWYGSR93b//RLeHSUREtBg9/MjT73n/fbAYXVZAIC6EcQs5EO/udtR8ninxuXhDJE37zEJr/FBz7KDPR30+ruqt3aJQc7NgpjI1jE1EREREdAliCQ6iS8f/9Q/lk/cNrXrOc2M9SpgBajAzmKmGlmnQkL3vQ1/8tX/3sm4PloiIaHF513s/7iSBCMwAEQjEAaLqBRBJnKuE4Ds+MT0GXdZ5BsoS0g5AkUBdvKcANGQiiWrn2YiIiJa7fftPfv3JocefGtm375gk1cce/+HmjVeahRfdUPvGNwaN8ybRksUANNEFq9Vq9Xq926OYibjTJ77v/fjKNVt6eq8o8qrMzEKenc5aJ5pjBxtjIy+6/he6PE4iIqILN6/z78N7nt7z6LeTdEWSVsxUXMW0BQBwgIg4wImT1K1yrqJqM59l4uW4G6mzUoeZqQAamoD4fCytrAy+MU+XQ0RENFcWZv27b//JD/3Rg3/+Vz9Mkl4DkqQX1uzpvfrIcYFU/+JrB0aePaYhu/3ffuxjH759vgdDRHOOAWiiS8ctN7/kP735/VnrhJ7wjXRfWl0tkpjmPh/LWicA0dDq37xu29bnz+GX1uv1Wq02hyckIiJaeO987x87V1XNRCvFSyIwgUBERNJ2/Q0R55KeSs9lGjLVXEM+pQEh4OLdXzMTASAiYohbkiRmPZv54JtmYdYD5vxLRESXhpF9xz//F9/5g3u+niS9abpSxAESJ03ANOTxnq5pyFonHnn0ey/+hfd/7MO3bdxwWVdGy/mXaHYYgCa6pJh55yoAQmhq0wOimrV3Kmlo9W+udXN8REREi8/Q0IGHH/lWpXq5hpaGlrgUgIgDACvSmJO0x9SbKUTETCRJKysBAcz7hoZMNes4ZexYaADaG5JEYKqxALRIYqaDQwcW/mKJiIgWjw9+5Ku/f88jlepz0koMPcPMgGCQOO2aheBbpnmejcb3BocPv/QVf/hvbv+xf/evbuz28InofDEATXRJGejfePBIAACDWu5ctXxHAKjmc5v+TEREdAkYHD4Yb9+KSwAE3xBJBILiJ+Y+i0sqZdVmKcLTgEhSqaxGxdR8yMd8PtZx4vhBVz4Wg/f5aJ6dFEks5lcTEREtS8MjRz73xWc+8rHHK9XniEvKZgmmqmYKU9VcNQ++mWenVL1qbjDVXCz4bOwj937j0a9/794/+OUuXwYRnR/X7QEQ0Vwa6N8QE7Ws7INUNEgSAaChte0nrune6IiIiBajh/c8LVIRcbHxoEDMVNXDVOIm4Njdtx13LuPGscJGfCriknRFtefyJO0BAChMY/2NeLBqnjWP+ex0/Lypb0exiYiIlpXhfUc/98VnPvKxJ9LKKhEX61Sp+hBi1rOG0Aq+qSEHkFZWmoVyp5GJpD4fz1onHn70W29/x2e7eh1EdL6YAU10STGowAlirUnArL1KNvP9/VdvZwY0ERHRZEPDB0USiCuizxBBsRYWJCJJezKNmdE20W1wWhKzOOeqCqj6PB9NYcGPez9umvt83DQzmIiDOJf0vOqVL13IyyQiIloMRvYd/72PfO2LXx506QqIA8RM47YhMwNUgwcQdwvBzDQkaR8AU7Wiy0IIvgUkn/nf3/jnL3v+j7/wuV2+JCI6FwagiS4pwyNHO5+W+5hiplXY/hM3dGNQREREi9rg4D4RZxYEDuX921h7I4SWuEpS6XOSxnCzJBULmUgCETMVYHJIuij9HHwTMJ+dtnYetKmZiTiRxCy85Y2/9Mp/+TPdu2giIqIuGN537LW/8vtHTlSTJG4YKqLP7f1GGnIz05Dl2al2f4U0XRFnT5iaqXOV4JuSpHnr5Ad+/69//A8ZgCZa7Ljvj+iSsmPb9eLSWIFDJM7l8UFYf3XvB373rd0eIBER0aITQrNMTO7IZzYAEEjwY3nzmGoeK0QDcC4Vl7TrcBQ/VsSgyyV0+bB9PguxjsfAwMa3vPG1b33TbfN9XURERIvK8MjRO+/65OFjkiQ9EAcLqjlgZgqomWrwMfocQjNJqs4VSZPejztJUKRYWewJbCEz2KOPf/+DH/lKVy+LiM6NAWiiS8ob/sMv5q3jIbRCaGnIVbNYHuvqK5PPfOq35uMb9+7dOx+nJSIiWjCDg/t8drpsMAgAZTS5aD+oGpsHntKQxURmAPEPaQFEXLvQM8ymxJ3b5TtUPSD9/es/88nfeuubXnuRY+b8S0RES85n/vfj33jmSFpZhRhNBgBT9YCZBtMAs+Abqnlsk5Akve0YtFoAYKYasuCbxb4iCIAP/sFXRvYdX5hL4PxLNDsMQBNdsFqttmhnnYH+9ff9r99sNQ63GoebjQPN8UOt5pGN61e//z1vGOhfP09fWqvV5unMREREbfM3/w4OHzAL6lumAUBRugpqE4nMGt8yi9UnFWZxg5FIAgDirNg+jHYVjs44dMzYGuhf/4H3vKm/f92cDJvzLxERLYC5mn8fe+LZD//R7krlMpGkyGI2Mw0oE5/NLIaenUsAeN/wvoky6GyamwXVXDVXzVQzQCBONdeQ33n3py9+hOeJ8y/RLDAATXSp2b71mre84dUiourNfP/mta98xc9s33pNt8dFRES0GA0OjnR0EjTVYKZlRnP7XwEAM5FEYj1nWAi5hpbPR4O2AMAEMIMCnfnPE7WhRdy2rc/fvu26+b8mIiKixWV437E7/8v9lZ7LxSWGotVvGXT2ZmqmsbsgYME3Qz4O0+DH8+y0+qaGVrtRYdylVD4V5ypm4evf2PvY48929xqJ6CzYhJDoEvSWN77mla/46d0PPwnI9m3Xz1/uMxER0ZInAhGbeOa0zGWO4WczA4K4NC6P41HxHZgZVPNGMzskAlf2Uyo7MZQrZDMz37953Qd/946FvTYiIqJF4YN/8Nf7Doz29F0ZG/MG9TAzC2a+7J3gVHOYquZqwaAQMQtlUayJJg0GFSQowtgKqUDM1H/gI1/+ny/81126PiI6BwagiS5NA/0bBl65odujICIiWhJk0hORos6GJDCFOMBU8yRJzMoaHTESLQJAQwZANaiOowheWyxn2ZEBHV5184sX8IqIiIgWi/s/89Bnv/A0zPLWaXEV02BmEBTx5XbFKpF4r9e5FJKoZs5VNbQATPRa6NhaFD8DKADVsHv3k8MjRzZvumohL42IzhNLcBARERHRcieQ9po2lnUuXylWvKYhLn8tdh10aVJZ4VzVYGVU2sozFBuEy8MNsP7N69725tct+GURERF12eDQgfs/uydJel3SU5RsjqU2TCdmThTB6LjTSEOmoaUhj7uUAExMx9auwjHxioY8z06a6SOP/Z8FvjoiOk8MQBMRERHRsibiANhEALr8C7nsQQgzUy/iimWwSJL2xcrRph4dmVllG0LtrNdhFraxGQMRES1LI/uOPf7kkEt6k7RPxJkGWNHXt6Ntb8xi9qbe1Kvm7ZLQzhUb92VS/Kr4VAhNn40G34wvvPeDn13gqyOi88QSHERERES0rAlcpbomhFaZTuWKl8vtvWYmYhqyJOkVSLt1UrGQxsTuYRRPyh8RGGB6y80/u8AXRUREtBi85/33V3qeAxRTJ4A423a2W5gSho6vWFHmWSDSMdEaANUAmIW42UiKO8eS7Dtwemj4cP/mtVPGcKo+9O0/vm+0Plzdsukn73rT/F0sEZ0JA9BEs1Gv17s9BCIiomVnvuZfcS7tSdIVMeUq9iU0dAaVYVDVXKRY5TpXgaQikjWPA8XSWCQRgaqKpBayeGogbNt67Y7tN8zLyImIiObfrOff4ZHDjz85tPKyv58kvSG0OopWAVBAACk3DBmgZR8FaPFi++D2M1Ntn0QMJmUQO6ZIv//DX3rnf3tt+/CT9aHv/PF9T939uz3iWrCDlv/VO971Izu3v+ar98/uiohodliCg+iCbdmypdtDWETq9Tp/IUREtADmb7ox9UnS69Leau/lleoqiRUnpbMzYUeVSkiS9vatWNe7Ym3fqk1rN+24fN0NK9ds6V2xrqfvqiTtkVgwuqgfbWZhPqo/c/4lIqKFcTHTzcOPPJMkvaYafFPVl9nNE2WdbaIKBxDvAIsrmyggltmItTgM7ZC04AzEVR99/Pvx8cn60MN3v+dPnrv9++94fxActTBi+Snofviv7dp1oD44uyvi/Es0O8yAJiIiIqLlTACFiHOpwdLqGpf0+nwsax0vDzCIlPuFVUQ0ZEnaK86Zap6PBt+QskKlmRm0WCSLmIb+zet2bH9BVy6MiIiou+7/zJ6kskIkMZiZh2lRwKpMcBYRsxhuVogz9SKJqofBTG0iYG1n+ZbiEAAig4MHjteHvvvH9z1693sF4mEj5gGMQcehABxwzMK3dj20vnbrvF03EU3FADQRERERLV+Dg/sq1ctEEgDOpbHIRqW6yrm01TxaLH2tiD+LSwwGM3GJuBTw1Z7V5ZmOAaKhBVNMrK71bW9+fbcujYiIqIuGRw4/+vXv9a3aHCPLZqoaRFy5ryje3BVxsaGCwBSmaj74ZlmsA0VouWNbUkdFaOvMhl7pGxtPDj7vRP1Pn7vdwwSSw8agKaRRRp+jU2ifnIgWCAPQRERERLSsJZWVIs65ShmGrqjmLunpW7khb53MWicBFSSmPgaX415gh4qamWmSVDXtRWyHZN4siEsBMc37N6+/5ZVsP0hERMvR3sERAOIqAtEinVnbcWcAZl6DByDivG9YyM2CuIn86A5Ty25cc+wH153en1RWxbM1YWvHD/fB9YprAPGVDGrASYRGGX32sIPmE8jB2ZbgIKLZYQCaiIiIiJYvl1SrPc9xkopLnatoiJ0Gk9iNsNJzWZL2jo/tA2Dm23lbwTecpE5cno+NnS4Wsabe1Mfz+HwcsN97351dvTgiIqKu2f3wNyEORV9fAyBwIomIA9QsmHrV3DQUTROgHT0J29ppztJ+vKpxePXRb49L5Ud8boYWzMM8cAqamSWQBtQDOawBG4UmQIAdt5DBPIzN0IgWHgPQRERERLR8Pfb4DwETl4okgLmkYqaQWJVSRZCkvStWbsqaR029iGtvClZTWBCXiIiZCaCaOZeKq2jIzPwtr3zZ9m3XdfXiiIiIumb3nicBmAUNGWDtm7hmWjRNAGAKGMyAsrKGnaPcc18+/vyDT2WwfZb3wK2BizFlBRQIsASiQAPahDWgOeyUFSU4BHAQPWdFaSKaa7zxQ0RERETL1/DIEUBc0uOSCsQBEHEAiqQtMzN1SdrTd6VaXkafJfimiFP1qgGmgIg409wlvWZBNR/oX/9773t7Ny+MiIioewaH9j+85xlxaZxVzawzsmymRVWr4mn7IQBIWaOjQ/HuinzsmoNP5vlofLsJbUIzWBPWguWw09Am7Aj8KYQxhHHouGmGSUWj7dw9DYlojjEATUQXpV6vd3sIREREs/fDH36v0nNZkvSIOIE4FzcIOgHEuXLZrCJJmvSKSwGIOFOv2jILgBlUxEEkSVfEVe3mTVd8/tMfnNdhc/4lIqJFLvZXmOkdgymghs5qG4oyF3ra4Wrxdq/ZVacGVzaOxERmgWSTjzdAIMcRS20gvhsAAdIyoh1gAba/vnd2F8X5l2h2GIAmumC1Wo2zTqdardbtIRAR0aVvnubfvXsHs9ZJiDhXFZfG/oFFErQhZkCLCACXVJ2rAkVUWuBcUgWQJH2AiksBi00I3/bm1w/0r5/zoU7B+ZeIiBbA7ObfoaH94pKJKbWDmcU9RmWaswGm6lHkPqN8MZbrCLFkR3z1ssaRVlkkOhE0ygC0lT8Ky2EAFBaArAxQd8agZ8qwvgCcf4lmgQFooiVsZN/xxx7/4ci+490eCBER0ZI0OLR/cGi/z8aa44e9H3dlgrNAxCVxuWvmzdRMnesRScU5iDMLeXYq5OMiIi7V0IKpFRUtpX/zvEefiYiIFrO9g/tEKiIJ4Ir5tIgpA6ZmahbabRXiUwCGWB5aTf3kboRFvFjz0bw4G6RobzhRT0OBsTKrOo9Z1pNPkUIuKvZMRLPFJoRES8/I/hMf/sMHP/I/HhBxD3/zT0XEJb2bNl6+Yd2qf/O6H3vRDbVuD5CIiGhpMdXMZ6eDbzqXJklvsUw2BUwgMJjmat4lVZGkXRsaEAsBgFlwSY9AANv2E8/bsf2Gbl8RERFRNw0NHxRxEBd8QyQR105/jAWfFTDTAInRZw/ArEh2jhuPYGoQSNmcUABDBltZRpAFcICHJZBYamMMGiPOARaAfHI9DyvD1iwBTbTwGIAmWnr+83/9348/OSIuFbi0uiZJ+kJoDQ4dqteHH3vi7/7f//yyf/6y53d7jEREREvA4NB+M4udkVS9E+fzVrNxxLm0UlkJkZiBJeIMpiHLs5Mx36rM1ZLG6L6YK12upf2b3/Dqbl8WERFR15lIgjKLWTUUYWXEDGivIdOQm6laHmtimKDce6Qd1Tna+coCmOSjFUnNJio7h3Jrfwvqy8hyDsttUvh5SjY0ES0wBqCJlpih4YOPfP17SboizsQafPAns+axELIkqWrIBgf3AwxAExERndvu3d9wrhoLNztUg286V0nTvub4wax5tG/Fegs5YAao5qZh7NRQY+xAWlmlmiNg9MS3naum1TVmJhbM/KaNl+/YxvRnIiJa7gYH97mkp+OFokqVaubzMQ0ZAIi0q3AACjjMkJ48NVs5gawUNw6tACkkvp3DmuWRsfpz+7zC6DPRIsAANNES8/Ajz/hsVCQ1zSGV4MeDbwbfgCQhNNZegf/wb17c7TESEREtDf3968VVzIKGLEn6BKKax0rQwTey1gmXVACBWfBNSBLf8vnYyaPfAcy5Stq32jSPCdFJ0rd505puXxMREVH3DQ4dRHH7NjdnZh6mqt5CPhF0nlLl2WyG+syGdhWOJB9NUFSVXgNnkEpH8Q2URTZasNxMAGn3NIy1pSd9GREtKDYhJFpi7vv0gz4f09AqSmeVDRyaYwdOHf3O1VewmhUREdH5uvVVPwcABjUfS2oAgJlIYqbN8UM+Hy/e1wDI5IZIqFRXo9wtbAaDvu0t/2rBL4KIiGjRiQWgzSyETENmGkxDfKPzqPgfK/6dYTFrFjS0gm9qyOOBMYzlIFWIwjLoeFn62ZW9BxNBIpOizJXJX3yoPjhHF0pE54UBaKKlZGj40KOP/0BcGgtNAqYhy5rHGmMH8+ykQd/6ptu7PUYiIqKlZMe26wEDXAjNdulJl1RhJuKy1kkzM/WxkqS4uH3QRMS5Srm52MQlItK/6WrW3yAiIkIMQAMiMlH6eaKsM2ZOQTYg1r2CAKbqQ2j5fDz4Vnyvko9XIRVIAiSQuCTOYAHmAAdksFgGOoVUIVVI0nH6dgya6c9EC48BaKILVqvV6vV6V7763e/7RJJUk7TPJT0iSWx2pJoDMPObN16xfdt1Czyker1eq9UW+EuJiGgZmqf59+Z/cZOGTCSudWMfJEhcsUoCoNU47LPReLCTSnwg4mL6M1CkP6v6F72gNufDOxPOv0REtDBmN/8OjRyWmSO90v4HiOU12g+LCLVp0JDHLoXl6wag6hsr4RJIAgEQYAb48kw5LJucQx27FFYQmxuawdKyzvT+vXsv9Ioizr9Es8MANNGSMTR86P5PP+hcNUl7nStu35rmMRIN0/7NV3d7jEREREvMq25+8dYf/yc+GzNVM1XNzYKpF0lEnEhqZiG0YvENK5sYmQXV3OdFYNo0z1snX/GLP9m1yyAiIlpMhocPAzJTX8GZCj0D8XaumcbOwHHjUed7ANb45kpxKcRBAkyAGHE2QIHmjBU8gKzcPqyAh7FmJVFXMABNtGTsefRb4ipJZZVzPc6lAjFTSSqAmWZmYfvWa7s9RiIioqXnVTe/WEMza53Imsd9PhZ8S0MOcQDMfFw/m/kQmqrtRCv4fDTPTjfG9jfHDzTHD77whn7W3yAiIgIwOLTfrCz3PDnabGZxr5GZmQXTYKYoIs7WEZ7W8inaIeweSC9cLL6hQEBxW1iBBiY1aSiLSqNVRrIVFhh9JuoeBqCJloz3vO8+5yrOVcQ5cRURZ+Y1ZGbBYKZ+4etvEBERXQJedfNLNm26EoBZyLPTeXYyhEZcADtXASCSmMHUm+bF+thUNaZoeQ2Zava2N72uy5dBRES0OEgZaxJxkyLQsY2Rb4Z8PIRGCNmU7r4TB06LFVf9eApJACmLb+Rl+nOzbEI46Qwd0WfDRHy6sxA1ES0YBqCJlozB4QPiUpEk/sQ2SVLmZ23bdu2O7S/o9hiJiIiWpLe+6bXtToNxF7CIi5NsXLSKuI6EKpQPDAYzHejfwNvAREREbYZQBJeLpoIwCz4/nWUng2+YhfLAztCxTHw6NlgoC0D3+sba0yMOcBBflH42AxTmMXGujm9Hs6y8USZRT8rEnjnsTUTzJu32AIjofJl6l/bG7UdmAWYiCUw1tCzk27de1+0BEhERLVW33PySd77nT4ZHjkHETCcKVooIUgAiiWpox6DNDEWpygDgLW98bftUx+tDw7v2fOPeT53aO7QaSWPvcMNs3c4ff9lH33t5rb8bF0dERLSgBof2A8hbJ3w+WqmsBqAWTHMUnX4dAJhBYFa2HuzQvtMrksS3+4//4AikATuF4CAVSI6iZoeWVTus6DSIMFN6c6wGYhM1o5kDTbSgGIAmWjJUc4FzrlruYzI1H0JLNVPNt29jAWgiIqLZ+8B73vR/33xnsUFQxCbWxMV+I+eqGpqICVUWEFOkQ+jvX3/LK18aT/KDXQ/f9/pfc/X9KWSFSMMQgF7I6N98/VP/YMeP/uav3fibb+zWBRIRES2MwaERFAWsNM9OAxBx4pKOQ8wAqIlzM7QlNBNJxDmBmIWefHzD6IEjgAEnTGPsOJ7LxYh2GYyOpHx9inYMmunPRAuPJTiIZqNery/8l/ZvWgtTDVnQPIRM1cPM1Oetk/2b1rLxERERXfLmdf7dvu26z9z32wDKfcGdK1kAEHFpdbW4irhqWlmZpisEzmDbt14D4Gh96H/f/Tvv+6lfOFkfzmEBpoYWrAUzQQqpQr519/ueuvdT83cJRERE8+FC59/BoQPtMtAdoeCJpOO4kah80TorPos4cam4VMTFhOV/dORbveISkXapLAFiH0JfPuics9vHTA9CtwtAX71l4IKuiIguEgPQRBesVqt15Xvre4dCaBV7fmP02UKzcdDM92++uitDAlCv17v1CyEiomVlAaab7Vuv2fbjPwoAph2VK0sizlXbzwxq0P7Na9/65tuP1ofe+9O/8JfveFcOjEJj3PkEwihUYU0zhbVgAD7/+jccrQ9d/FA5/xIR0cKYxXQjcBAnkgjcmePAkQEiIiJOJHGuKpKUPRgA6LrTI2sbx0NZOmPyuaZX7zjHNwVMa254gTj/Es0OA9BES4ZLerxvtBpHsubxrHk8z0eDHzcNqn4b628QERHNhc/e/87Nm6+O0eepa1QzEedcUcLONJjmA/0bWs8++5vPfcFYfThWpTTgOMJxhNNQAAo0oOOmmWmA9UCe3fXwAl8UERHRAhMRiMTY8tQQtIiIc0k1qfSm6Yok6RFXmRx3LjKV+/Lx5x/5ViriDf48QsfT+wW3z6Wwdt1nFoAmWngMQBMtDYOD+wA4SWP+s2reuc1ox/YXdHFsREREl5IPvPfNRRWOGapETmRfmeZm/vqxI3/4U/9iDZLYoNDDEsCADNaCHYfGhOiT0JPQUagH9tz7iQW9HiIiogUmAkiMKdvkwLFIIpIkaa9LqiLJ5I8ZinTo4tlzTg87iAJ+hpCxTHym8/k0OrlCNIp2hUS0oBiAJloynKtKUuz8jTeHDTDN+zezADQREdGc2b71mlfe/DMws7MmW5npGp+lX35gFZwBVUgCJBADYs1KBQJsDDoOPQJ/CnoS4TjC/9m1+3B9cKGuhoiIaKH1968HRDUWbbZYPVLVl319DUBnMYwZc6QTP7bq9PBhC6OT7wdL+5/JL8q0KLPCQhF9tim1OBgLI1pg/D8d0dIwNHww3itu3yWOO5pU/e+979e7OzYiIqJLzFvf+EsxCTrGoM0m7eh1Lo27kXaOn+iDc5BYlUOBBKLlQjqmXCmQwwLQgjVgAZbC/R9W4SAioktYrGSlXjXT4FW9qi/7K0wvkjGznny8zzcV5mFZRyh5xk9KUeK5uPsbYDrtyHYHQscMaKIFxwA00dIwNHxYxIm4JO0tbhqLmFn/5qu3b7u+26MjIiK6pAz0b9j2E88DVKRIqDLTmMEFABBA14TsHzRPZUAGUyABXJH+DBSJVxP9jtqJV/GP7+/v2r3wF0VERLQw+jevn3hSToFmahbKWdXsbEFgAeSK499LJgetDKZFrNniT4w1xwh1Xj5VIP7MeF6U/QyJaCExAE20NIzsO+aSHnGpSOKSnnYe9Fve9NruDoyIiOiS9JY3/ZKpArD2zt9ixWpmGnxjpW+2YKMIrkinEgfI5Lyqdpsjmbxb+EGWgSYiokvXQP96mE0uimHlpiIFxGbosjBBRFI/vqpxxEEwQ7BYyv9MKsRh0wpzTP8OBQIA4MBe1sIiWlAMQBMtDQ8+9GiS9sY2DrFlMCCbN115y80v7fbQiIiILkE7tl2/bevzpjUuAor2g/pj48cTAJBT0AasWW4NRscm3ynaC+NeuAfu/dP5GzwREVEXDQxsbO8ImhwkNtPQfjzTR4ubvZV8vAqHM7cWjM7+LsrdSFMeTw9VE9F8YwCaaDZqtVq9Xl/Ib6zvHVYNgDpXERHVzNS/8l/+/2ZxqpP1ocFde07Wh+ZgVPV6rVa7+PMQERGdjwWefz/w3rcYQscqdWKpvDrkm/KmAg4QSAJ4WAtWrqpn3vnbJsD3LqIKB+dfIiJaSLOYf/s3Xz3tNYtVOMy0KGllRYPCiVdKVx37ThmumpQEbZM3FU3rXjhDZDl+Nky+MTy7ADTnX6JZYwCaaAkYHNo/PHLYLDTHDjXHD50+8YPTx7+bZycv9Dx/dfe7/t9k0/947tb7f+oVf/TcbX/5+jfOx2iJiIguAcfrQ8e/+jdved46Mz95C3EwYLXP4p/RAiRAAklRlMfyZaOkNun4QVmm4yFW4SAioktX/+arMamRLwCYBbVgmokIZEoQuH2YVPKxnvHDmGkvUXFERwB5+q6j6cHls98VJqIFwAA00RIwNHQgrax0SQ8A0xBCM7YfvKCTPPXAg196xzurEIHkwCmEr9z78b+4+53zM2QiIqIl7C/ufufvP3frrte/ec1ff+0Nh354mW/F181C3Dv84+PHHSSBAKhAACRAT/FAFPCwDJpP1IAWTMrYwgq4v33goQW+LiIiooXR379uppdF4Mq5cYYiV/F1yceS4j3rgaTTzzL52VlqXk1/xco7wUS0kPh/OqIlYPeep0QS5yoolr55/+a1t7zywqo//8ndv3XK9BT0BMIRhIPwAHa9493fvYgtwERERJeeL9/9riff8bsr4RzgzdaE/N8e/M7Ljg+uDq2V2eiqkP3I+NFN2Vg8OCY+JxAHcZAUkkJcWZojh41Bx6EtxHZLEut1xLZMTIImIqJL1bR8KYkgUhTVmLkGNABUxw/FBw4iQALpgSQQKfv9CuAmWhG2X4kNgeORM+i8DXygziaERAuKAWiiJcC5qrgUgLgEIqbh/e9+wwWd4UB98OldDzmRU9BT0HFoAhmHHkX4/df96vyMmoiIaOn56t3vevwd712JJP6V3F4c/5Pxo68/8Lev2f/NHxk/uibkCZAADkgBASpAUjwo4svtAh2AKBBgAabl+eK7e/6YAWgiIro09W9e11lVQ9obgQyAmOkZw89AT+NQDD3L5DTpGHdul71y5U9597f4iHY0BJ4intCdubgHEc2T6VsZiGhxGd537PN/8d1q75UAnKuq5v3967Zvu+7Lf/258z/JU7se7IOrlveaATSgGSwBxutDh+uDa2sD8zR+IiKixeZEfeiZez/1/T++v7ZzW7W2adPOn7hyS/93/vi+o7seG9y15yqkEATAW0xbjhlVFmtruLLgBiAOUFgFEqtEBxgAgySQAAgMEAFiANoXadETlaB74Q7VB6/mFExERJciM52cdixAWfrZrIwtTwSKDSYQM03Ku7lnJzPFka3jtekHaBnFXl/rn8UVEdGsMQBNtNjteeRbg4MjlZ4rxSV5dsqPj77lDf/qQk/y1x/7eKxQ6cr+v+0VdSp2392//e/u+b25HjgREdFidKo+/ImffoXbu1+A7917n4M8jd9VwAErxPVBVKCwmFEVA8eAOUiAuXJXb6ykYWXFZwdLy3g0YK5YVYt1NCQMQAsmkEo5EgO+s2s3A9BERHTp2b7tOrMgZQFnK+7LdiQ0dwSfzQIgFvIQWmidrIwfTJCWpTpmbCpY5Di348tW/jsl4izT3lJYeu7gNhHNMZbgIFrs6vUhVQ+BhlzgNm+68lU3v/iCzvDkAw9+c9dDq5DEaVbLBTOABKhAWACLiIiWiaP1od997o+jvr8XLoUo0IQ5QVWkT1y7jrODtFeqCYByASwdS912uclYAzoeJpMrVE5ZCQuQwayIX0sCfIedGIiI6FI00L/BzJeln4uIrxlMvYbM+3Gfj+bZqax5tNU82mocbjWO5NkpDS0B0rKYBs5VK2NKINlmOnx6HY/pHySi+cYANNEs1ev1hfmi3Y883Rw/fOLQUyeOfPPf/8pPPvbghy/0DAKpQKoi7UYNnVWxjlt4cteDsxtbvV6v1Wqz+ywREdEsXOT8+0ev/9VxaAaLzY9iXnOwiXKQ7XVpu1WgdrzeFoAMlgMBFiPOKPcVOyC2P5pxGQwg63h9/6zuAXP+JSKiBTaL+bd/09XTuwGamZk39RpawTc0ZBpandNsGhrVSbNuLG/VOadaZzRZOlKbp34XoB1bkcqPiAH+Qi8GAOdfoovAADTRbMzJrHOsPnSqPnyqPnzuQw0QGdi89k2/9opZfNHDu3ZVIA5Iylm5vcY+bqEFa8K+du/HZ3FmIiKihXSR8++3Hnjo6QceMpjC4n4gJ3BADjMrCjSjI+5sHY+1WL52lqos3sphsTZ0ClQgcc61aenPAGIGmIfFBfNJC08/MMt7wERERAtmdvPvju3XA2J29iTmokEhyhu3Pc3jrqP4Rvtx24ynm3LT18rev9MPlrIoJREtJAagibrgWw889MmfesXHnrvto8/des9zt+65+z1nOfjhPc8AEMi2rdfO7uvi0jotsrFgQAYbhR6z0Cpn3hFW4SAiokvdJ+7+LevohRB7IcX5MYcFAGWgOVbSQBl6DmU8ekrKVftx+aCIQffCrUGyBslKuF5IpSzQEQ9WYBR6AiGHCeQQp2AiIroUbd96rZmJTE1nLh8YINMCwVZtHY+dfgVIILElQ7u2VZy7XfkTNx5ZxzRdTtbTc68nDWLDFjZgIFpQbEJI1AV/cvdvH/+bRzehYoDBvvyOd2+4aWtt59YZD97+E883YPvWa97yxlfP7uu+/sCDo9BnLVsJ52Ee1oABUFgvJBaD3l/fO+vLISIiWvwO1Aef2vXQZUg09gM0i+2NXFlAA4i9B2P1ZwNMOtoblWvaiY3AMvkHZVC7vRJOgB5ICueLSh3wgIe1Yg1MmEAE9tSuh15cu7ULvxEiIqL5ZBZmaiJogJhNjRBL0aMwtlgoIstRZ20NmXoPWLTcVzQllh0n9Cl1OQIssAA0UTcwAE3UHRlsDNpTdgK896f+xX/44aNX1PqnH/mZ+377Ir8rgSSQDJYhlNNzsY8pg/VN29NERER06TlYJho7oAVdAYdi+jNXzoxTUrF08rbhzqoaU7KrykC2eUi7XWH7XQeEspZ0+4Rq7fZKnISJiOgSdMsrX/Yf3/i7cNXOFr4dzQWnxoHNNPWNFa0Tgoori29gWv2Nzk/Gm8oAEkiYVnAjzs46cfM4FuAygdxw041zdp1EdB5YgoOoC57a9WD7Dq1AWrAc+NTrf22evu7ru/7mTPd4Yw8lnacvJiIiWjT+8t7/VXYdBDpKPMc9vJhIcLZ2mnOpXcPKOqLPE/9tp2I5SBVS7dgjnJR/bZcp0pPOkAiTsIiI6FL2qlf8DGBm2v6BqVkwC6pe1Zt6Va+aachh2tc6UZmc/nyW6s9TEpyTji1NbVKmQoey1hYAg12/kwFoogXFADTRQttf32tAsGJx295DNLLrkS/d/c75+MakTNEqJ+dJKc8tmAHraqyBRUREl7K844arAr68ESwCJxPpWJNrPQum7eqd8rjsWyhS1t+oQFaUhSlRlqrERNPCIsDtBAACzDEKTUREl6ht266F6dRkZwMsRqWDWTBTGAxmZqvGD6aQ9DxmxhhTnvJi+6ZyWwA8rDyyOF5n+iwRzSsGoIkW2r76YKyDkZVpUL2QWAvy1N7h+fjG/tqW9mPp2MfUXmx7zr5ERHSpu7LWH7vyAggwhZkVecpShIOnFtxAR/6ym1RzstAOOsef9tsJZBVcpexkOCW63f5sAMZhV22ZoQAXERHRJeCWm1/Sv/lqSLvCVbvRQmRFWwQYzCqhubJ1MoHotGIaU7Rzn6cf5oAEAlgAcpgvbz/H2lnxmCtr/S9gCQ6ihcUANNFs1Gq1er0+648rkAMADEgAlNlVX7n343MxuqmkI+6MiVyt9i7gib1IREREi9lFzr9ZGX22MvvJOjoX6USSMoIV5Z/LellTWh5NhJ7Rkf485S7vKrhKR/Q5nqqdhW1Aw7TFe8BERLToXcz8+/73vmnyC9auxVGEnotXQpKPOiCZmDGts6zz5JvEM0SorfxIBs0A37HzKU7pAhjMw67awu2/RAuNAWiihXZw72DcUhTzjisQABU4D2vCDpUtkuaQFPeZi/vLEy8DKCfy2cWg6/V6rVa76AESERHNOwOaMA+LtThiC4T20lQAM+Swptm4aatcE6Mj3JwAKcRN3MotilSW/0pnEnTcGrwCLp2YcCcKQDdNT5iOQWfXgZDzLxERLRXbt17z/nf/mmoWQlNDI+TjGpqqTdWWhmzTxstf+Yqffv973vDZ+37n55+/trOGRnm3uPhpvxhgvqymFWA5LIe1oE1oC3bmFkeCMhXs+pt2zO5aOP8SzVra7QEQLUcx6zmuOPvgxhAUGIf1wX1v1+6r57oc84YtA8frRXGPOIvHW0+uY3PTdTtnOQcTEREtCZtqW+K93gDzsFiBKrVYAFoMpoKWKSDJRIg5Rpltega0g8TZPClfdkXicyyrBS0D3H1wHiGBBEChmakCjTKry4D1HZWyiIiILj2vuvnFr7r5xb/1zj8aGtqPciG8Y9sNA/3rd2y/oX3Yu/budR07iqbUxYpPYxaXFI+Lah7lR854T1dhAgmw2ADpBnYgJFpwDEATdUePSNxeVIH0wJ2GXwE3ivDDXXt23HbLnH9dO1fLJpfKkmLpO3ADa2AREdEy4GGHLKySpBeWA1WIlbPhqAUAKWAQ6WgUjIkwtMhMFSdjDNqVW45QzLYSq3wEIMB5hJi9FcrVclxLb6gNbGAfYCIiWgbueMsvn+Xdkfreg/W9K5Ccpf9gZzZVe/qOBCjn3xk+FaPPWtSftI289Uu04FiCg6gLEkjcxptAGtAcFv+vWIE8eu8n5vzrNk5qQjiD9ayBRUREy4AW1Z/tFMIR+NPQcVjLbMz0tCnOMEu2+xC206IBWLnDNy/zo3WiFkesMln8xFnelUFqFDHo4mctp2AiIqKina9MSX9u91FA8WAivqzFpyb1OnLTZnIDPNSXfwAEYD1v/RJ1AwPQRAvNle2P2utSAXrhAPRAVsE9Mtcx6Gl3gWPilcXbvwL8q7vunNtvJCIiWmw2bdliZZg4g7Vgo9DT0FPQrNzAG0tPliU4JubPdtC5s8SzlbN5KKtteFj7RS27Gsb6le3qWw7Q8swGXDPbMpRERESXkgP1wViuqt0voZN2zJ5T3p0Sco4xaCk+ZTnMyoh2nLJ/86O/P/ejJ6JzYQCaqAvidJh3NDgCUIX0QAT45r2fmtuvu+6mHbHHcHuFrBNrZly/c8f1rL9BRETLRgLxRXEMa0IDrN0RIcadbXK55/JHppSkDGV8OQcAGMyXM3v5r4VyudtuRVhuHLa4KmYZSiIiIgBP7noQgAGtImo8IZa06jx4cgBapr+lZdthlKeKc/3VtYEXcPFL1A0MQBN1getYwVqRb4UKxEFWwO3b9ch3d+2ew697+W2vjpUotWO1DEBhG2oDr2f6MxERLQOxIFXMnwpmcRNSa2KBCkAMsMmbeaX475T6G5NynDNoe29TPpEBbVbseTIAHiZlZ8IAeCCDra8NvJDLYCIiIuBAfbBdQCODNaANaAbzsOnR5yn9CaXsu5AXxxe3mdFR0EOZ/kzUVQxAE83S3r17Z/fB9Vu2VCBaZj8pkABViAN6IBVIBXKiPjy3o33pbbd6WJy/Y36Wh11VG3j7Rz98MenPe/furdVqczdMIiKic5j1/LuhNhAXqABixDk+Hiu2B00qK5lAEpF20Fkm6jsXQlFWssie7sx9Dh1J0FbW3/BlYWgnsWC0GXDNzlnW3+D8S0REC2zW8+95OlwfQseci/K27jg0BqNzWABa0CY0/htfjw9aZbS6veBFGX1uT7vX7txxkenPnH+JZi3t9gCIlqSLmXUEqELiMjcUK15JIQ4wWKwReaw+OBfDnPC2ez6UwfbV9wLYUBt4wU03btgycAOzroiIaEm5+FWfFKlS8DAAPUC8QRsn4nhABSICBwliYvEjUhZ3LkLQVpaNVogBOZBMtBa0GKrOy2N82fLBgNxi8Q0E2Mtve/VFXg4REdECWICo6zd3PYTJ+41QTtntW8RaRpan6yyf1dZu4RBzorn3l6iLGIAmWmgH904ElxVmkAQCoA/IgAQYhx7aOzTn3/sb93x4zs9JRES0hGyoDRyvD+WwKiQ3S0Vi6YwMVoUlgIPE5GUHBDMRmMAsNhBGBdLuQ9i+kRzD1h6mkHbLI4HElOfY7LcBTSGtoglwTJFm/Q0iIqIJ7/nqF97wUy+/mDNMiUG36156QGEvve3VbH1E1EUswUG00F58263HENrlI1HWi6xAEsADxxGeuPeTXR4lERHRpUiBJqxZZlO1w8RNqJY7kwJMDSLQMucqANpRcKPdxaGd8oyO/khWxp21SLkqfjyKwtPxwS/f9fYFv3oiIqJF6rqbdrz2rjswOf35QrU/IuV0HKfddWx9RNRtDEATdcFP3XbLPstj16MGNJQdkAwYRh4rVT3GGDQREdGcaq9pM9hRhJMWRqHxqQKtMjSsQAY7bXocoWHWgmbQDBaK1sFwQApJIUlRG1pceVPZYAkkFCeBwZrQGKfOrB31xtW1gZ9j/Q0iIqIOr7vrzmt37pgSd77QMHS7AUNeTNwWYHd+9MMbagNzNlAiunAMQBN1wXU33diC/Z3lBy1vlGva4wjDyGPOVAXy5Xe8q9vDJCIiuqS8YOeN7dqRCpyCHjL/XWv9wLL95uuWfd9aP0Dre2h9A40D8AKcRGjCclgKsaJd4QQpt/dqsdA1QDJogDWgBstgZcPD4k5zbJH0y8zDIiIimuat93y4c7MRZqrsfCYdO5MmJmsDXnrbrex+RNR1DEATdcFLb7t1Xa0fwCH4QfPfQ/ZDtI4g5GVlyRRyoj7EQhxERERza8ZEqhw2jHwY+SH4A+ZPIwAwWKzaHFOoRqHtMhqxHEeAhXKRbGWVSQ8TSFnNA82yD2FRM9osAFfV+tl+kIiIaLoNtYH3fvULnZN1e5Kd8nT6z3QGW1vr/8/3/P68j5uIzoUBaKLuuP2uO60oCmlqxaZcgUi5Sq1APvP6/9TVMRIREV1SYgLUlDVqZ2pVLMQRD2jCYoXoJizAUqAJy8qgswCATFkSB5gDPKwFi3U8EiAFYpnpdsz6up3MwyIiIprZtTft+JnbbplFAegpDLauNnDHRz88B2MioovGADTRbGzZsqVer1/MGV5226s91IqORsCkTUYCIIGkkL++e1EX4rjIXwIREdEFucj5d/2WAQA6U5pUZxg6Jj6PQU9DFSbAOOw4Qvy72coQc7MoohVzoi12Oooh7ArEAVJ0GBZffmMGW1vr/y8XnYrF+ZeIiBbSxa9/z+l4feird7/rd5LNf/Lc7bfdftvzdm6fkvV8QQx2dW3gtXfdMbfFNzj/Es1a2u0BEC1fL77t1r++908BZEWyVZFQJUVHIyjww3r9n3Z3lOeyZcuWbg+BiIjovExZhdq0ypIKSyC5mQkUGIfmsCuQxNBzjEcHwJWfFSCWz7KyzkYO64G0YBksHpaVlaMzWBP2op075uRaOP8SEdEl4Et3v3Nw155v79q9Eu4KJFdKqntHvvbTt9z4ky+SnTue2fVQ+8j2VHvOqtAKW1cb+N2vfmH9PDQe5PxLNDvMgCbqmutuulEnehMV4myawQ5b+DvLHrz3T7+7a3e3RkhERHSJ2VAbCGd+NwBWZkAD8EAATkIzWHWi36DFEs85bLxsLYh2WS1YDsvKqHQ8DEDLrAEF7J/d9pp5v0giIqKl4It3v/Or73j3Ew88eMh83G901Hycplt/8/UfGzy+HumUalcADFb+TMqMNsBgCruqNvDe+Yk+E9GsMQBN1DU/d9urN9TiXuCiqREAAY4j/MCyA/AG9Inbc+8nujtOIiKiS8OB+uDB+mD76ZQUKgGS8nGMGgcYAAdksAa0/W6MMvvy+Fjf2cqOhTmQQhJIKEPVHtaCAlhX23LtTXOTAU1ERLSkffHud/7VO951CH4M5oGD8HET8FELLVgA8r37bnIrf/amm3KonxZuBhBjzh3xaAvAi2+79b5nn9nA6DPRIsMANFE3PX/njgDLoGqWwU4g7LVsyLK47o1T7GP3fvL/MAmaiIjoon3h3j/phYRpC9gYiXZArN3sgNxMDX2QChBgKUQgYfJHkrL0c/t1BXz553ULqkAGjV9XFeGf3URERNGf3/3OP3/HO08ieCvu4Gaw/fCj0Bx2zEID2oICcvmup955z0ded9cd8YNx2g2Alj9WbjlaWxu47a477ryHXQeJFiP+JUzUTb9xz+972Ch0EPkPLdtv+RgUgABa3uN1kK/e/e5uj5SIiGjJe+qBh1bC9UBmrCCpHY9jp8GTpsdNc1gLGgPTrvygwlqwDMhgLaiH+XI/k4eNQ2PF5wAkZYOHBBK7IBIRES1nn7n7d/73O34n3t+tiHMiAggkwE4jHIU/BD9sftR01DQXe+D1b77ppp2v+y93lrHmYoNROwa9tjbwtns+9Klnn3n9XXd2++KIaGZsQkjUZdftvLHdWiHOu3FlawCkuJ07smtPfdfDtZ3bujdMIiKipW1/fe83dz10GZI+iEJ8mQctHVt6tewDHGCJuJipMQ5bDWlAqxArM620DFIroLAmDIAHDFYpg9txWo9FKhNIAlzH+htERLS8fXvX7r98x7sEAlgsV5VCTCbdGBZIDmvBKkDDrALZdfd7sPP5r/8vd/78zp9+fNffCGRffW88+J/d9urrJzcZJqJFiAFooi573V13vOGnfq6cboskqXYM2oAKJNmyqTm94BURERGdt/31wR5IC9YDWQmXw8ahMeu5HYNWWAKJq+CG6UpxKOLL2gvXmtw3WCe6IcWtS/FUoh3zuJTdCKNrdjIATUREy9fR+tBHXver5TPJYQL4cq7UickUAE4hrEESV8eDu/Z8z079o5u2X3/Tjut5N5doCWIJDqIuu/6mG2+/6w6U4ebYtxdAgI1aOGT+5JZ1P3HXG35k5/Zuj3QG9Xq9Vqt1exRERETn9uiuv4m5ybFks4P0wvWWG486QsbF38extWD8bBOmk9fGVhbLAmBl54b4ePod4zizr68NPG+O1sycf4mIaCn69q6Hwt59vRAArbL4ZKxV5c2a0NPQ8WJWNQXGoTksdkj6wa6Huzp2gPMv0UVgAJpoNmq1Wr1en6uz3X7Xna+96w4Pa0KbsHHoitrmSm3TL9z11j969pv3PPvNl9326rn6LiIioqXrYubfg/VBlHWcUf6bQCqQFJIACRAA17EJuGETdaHHO2pEK5CXsenO6PMUnfuZANx0262zGzkREVF3zcn692B9cPe9n+iFJBAHCCQza5kpLJR3bwVoQk8gAFCgBcuBHFAgnaF9AxEtGSzBQbQovO6uO19626uf2PUggA1bBl7AIlZERERz6lB9EGWOcxQfOIjBYty5DxJTruJTA1qmFREAHubLw3RawNmmPpPOJx520Pxz2cuBiIiWse/s2r131541cAo4oALxsAxmNjW0nMNOQVfCKZDB0nKePVwf7MK4iWguMABNtFhsqA38XI2ZzkRERPMidjRKICmkHSGWMvE5srIetAA9kFhzw0HiMTks6Yg+W1lwo6Po80Q2dHstfdT8MYRrdu54Ie8uExHRMvbkvZ9cDdduPOhhiYgzKEwBgSVFSySJhaFzmCsa/AKAAIGNkYiWLJbgICIiIqJL31O7HoyL2PYe3vbfwe0HVq5sPYrqGw4wswpkJVwPXA8kgSSQKqQCOEgAAqambhmQw5pmJywcQzDgJbez/gYRES1f3961u75rTwKxjm1D5Vakopdv06xp2jKNda6aMCtn5AALsL/82Me7NX4iukjMgCYiIiKiS9xIfW98ENe0UxoPOkiYSF6OOdCI+VkAAtAwXSlJXCHHnwqkCukDFPBl0lY0Dh0ti0efRABwda3/5WznQEREy9hf3v1OB/EAACvv3Uqcc0XEzIocZ3hY08wAB6SQ2LwhAGNQZlASLV38/y8RERERXfp64FBEl80BCcR1pEK348ftJOgYQo6vB+C0hfYWYClf16JeR7E8doDB2tHnDJbBFLZhy8ACXCAREdHi9O1du7+z62EPk0mFqkRhMnli7RQLQLdgzY7KG08/8NACDZqI5hQD0ERERER0iTtQti0SIAcAOEGvuMslWQm3Aq6dwtxe4/qpxZzbrxTK6DOSjhfb0WcAowhxo/Hr7rpzTq+GiIhoKbn/7t/ugyRABgtl+4TYU8GJABApZtsYiXbT4tHtu8IH9rIPIdGSxAA00SzV6/VuD4GIiGjZmd38m0wkO4sW/QNhsACsEtcnbr2kayVZCZdCpDy43ewohfSKi1uDQxl6TiAVSGfxjQBrlB9ppz9vrG25nu0HiYhoiZv1+vdQffAHDzwsEIEkEC3LOsdXtCyNJTIx/+IMadEC+TYzoImWJgagiWajVqt1ewiLQr1e56+CiIgWzKwnnZhvheJvX1MgvqBlGUoFEshqcVdIskZcL1wKCWUByopMWgK3S0hbeeZ48nb6c4CNIsTPrp+H+hucf4mIaCFdzKTz9K6HeiR27kWsuRHFLURVSHtWjXU5ZOKneB3xtrFBYV+9909nPZKLx/mXaNYYgCYiIiKiS9wLbroxR9HgCIAv49EKC+Vi2CAeUCCFVEX6xPVAPCz+KCzWek6Kg2Ed58G09GcAlyFJIC+7ne0HiYho+frqvR9fjSQAzZ7LBJ3VrMwBFchKuB5ICmByl2BMy4DOYS3otx/YPf+jJqI5xgA0EREREV361tcGYkkNK8toRO0HrkxqVsAMwYrU5hZs3LRp5qEBpmUJDgOS8iMGnCzTn2PxyucgAWRdbeAlt9264NdKRES0WHz/gYcrkOMr1n7lR//lk8+7tVldFV+3jmB0FW4FkhUiFZEECLB4hzjOuTmsCc1hHgCw696Pd+VCiOhipN0eABERERHRvNPy36TjKQAPSyCuLOscOw1KmaNVJkqjAW0YUshpC73ixhCqcAaLxyaQAEtF4skTuMxMYfNRf4OIiGipOFwfXIPEAcOiWfPo/p7Lj7/w3/+9kcc27P1q+5hYzyoUhaHhRNQ0g4UyEh2n7AzmJoetz9PwvqP79p8USQB70Q21ubs4IroADEATERER0aXvhp07/rL+cQ+rQMrazUV9yVheA2XysgIOgo7yGp11NgDkZmPQXCbedEBVRDu+Li6br7lpxwJcGhER0eJ0qD7YJy6BnEjS5tjBJF1hJkO1n/HqNw3tAmBA3jHhSlEbWmLBaEzcDi6m6Rz2V/d+/N/d83vnOYDhkSOvfv37Dh21JO0xCxvXX/bPX37tr/7rn5r7SyWis2IJDiIiIiK69K2rDRjgy6cB6INLISjDygYzWFIucdGRZqUd6VYCmTH3ykESTGpW6IFrdzIATUREy9fTux5ygAOartpqHjWzrHVCNd/39/7pqcu2KNDqiD63JSJlT8L4pqCclDOYwg7WB89zAG946wd/8INvmwVVryEf2Xf0Q3+464N/8OW5ukAiOk8MQBMRERHRpW9DbUtcxfoysNwwrUJ64SpwAjiIAQqLfx+7MtA8Y7h5xhfbSVsAFLa+NnAtM6CJiGgZ+z+7dgvQgJ1KUkDy1ikRaTWOuKTn7/7xv8jPUE4jKbr+TtwSRtGkweJ8/a1dD53Pt+/e89Tuh5+CmfcNDU1xaaX6nGr1OR/6w7957Im/m5srJKLzwwA00WzUarV6vd7tUXQffwlERLSQLmb+3bBlIMAcEMpXxqHo6D3ogBTiyghyW2f6s4PgDKT8icfksMu2bJ7dUM+J8y8RES2kWc+/zzywG4ABo0nVuUrwjTw7pZo3xw7kK67+4fNv7zy4PcVquSEJE7uOinIcAlHg8PllQP/Ou+/x+WmIE5Fqz5XVniucq2bZCVV/y+3vnMXlcP4lmjUGoInootRqtW4PgYiI6NxecNON7QxoLVe5Y1bEoJOyLWGMIFcgVZHKRDPCQmce1owUpjADWrDnz2f6M+dfIiJa5A7VB3sgAhl1KYDYqTfPRk19CM3gm+OX/b3hv/+z08NSagZAgLS8T4xy5k2BFHK4PnTObx8aOrD74adUQ1pZ2dN3dVq9LKmsNBHV3MznrVP3f3b3LC6K8y/R7DAATURERETLwrraQFzE+jKAPI6JxoE9aFecjIte6ZWirLOHBZh1xJ2lIxjdmbFlgIedsjAKvZ4FoImIaBk7XB+MvRZWqwfUJVUAGlpZ64SZZs0TBj2x8SeOr72mHWKO02sqxW3gHkgfHCZuEksKUdj5lOAYHD7gXCoileplabpSRGCat06a6fjoCIDdDz81X1dORNMwAE1EREREy8KGLQMKJJD4bw8EZRJ0DC5XIRVIgOWwHBaAPpG0zIMOsAwaYBlsHNqCZbAWLIazc9gJC4fM7zd/AsHOmCRNRES0LDyx68G0vE27KuTxRQ0ZgDw7DZjPGxCp/8N/PrZqgyvjUw5wEJnIfS6KbwRYvD2cQg6cRwmOd777YxAnklR7r3Bpj0iSZ6fNNGse15CJq9736Qfm46qJaEYMQBMRERHRsrChtiX2LzKgBU1FLpfEyrVxjCM7YBWSzuBxn8iU0s8B1oAdMX/E/FHzB8wPWT5i+Sloq0yUXl8buOGmGxfw4oiIiBaXpx94KBGJM+iGbNwA1QyAqjf1WfO4hjz4pksq37/m9aOrNgGTpts4+XY2BG6X4wjnuss7NHTg4UeeFknEpS7pEYhqljWPZ62T6lvxGDMMDR+au8slorNhAJqIiIiIloUbbtqRoygrKcCoaQZbIU6AKkSAHBZTri5D0v5UWu7/jXSGE09or5PXbRmYl2sgIiJaIr5ZFsoQAGaxBrRqpiEDRDX3+aiGXEPukt7Bf/yLnbd7p5S6ikWuBFKFeCAAZ0+CHho5LJICVu15jmnw+Xhj7EAILdM8FtyKudV7Hv3b+bhwIpqOAWgiIiIiWkYUBiD2IRw3zWEKKNAL1wMXV7/tGHRc/cZCHADCWbOu2tHnAPuVu94+/5dCRES0SO2v701QzJ4ANuTN4MdNvXMVDa04wfp8zPuGag4grNr0ty96w+lVG8sTiGsX4Cju/lrsGBxrcTx91jLQ73z3x8RVRJJK9TKRNISWz8cAaGgBEHGxUtbDjzw9D5dORDNgAJqIiIiIloWNW7Yo4AEAHhbXxOOmDbMWNIMlQBUS/z4WYDVcOwNrtTgDspmizzLtlfW1gRew/gYRES1j++uDVUhsG5iUsacQmnl+WkSCHxNxgGTNY8E3fD4WQsuvWPd3N/y7A/03Ts59LloBA5KUU66bYe6dMDR04OFH/1YkcUlvpec54tI8OxVzrmMNEEBMPQxDQwfm7RdARJMwAE00e/V6vdtDOC/7Dpx64ql9c37aer1eq9Xm/LRERERnN+v594WTg8LtXOYcNm42Dh2FnoaeRhiDxjaDOaxl1jTNzTozuaZrR6YVNq/1Nzj/EhFRV1zQ/Lt/76ADkqKYhlym8f4vTL334xpyn4+JiLgkz0ZjMeg8HxVXOfL3X/7D599mQA6L/X49TIFkokuhCHDozCU4hoYPOVdxLq1UV6WVNWYaOx8G34gHiHNmAeJ277mADGjOv0QXgwFoolmaw7nn8SdHPv+lb8/V2TrtPzj6kXuf/Plb7/s3b/7yP7v1U4/PQxiaiIhoIV3k/LuxNhBgMVgcl8IJsFKkCjErdvUKJMByWA7LzE4inIaOQgNMYQnElVnSM/Kwl9/+6osZJBER0WJzofPv/vpeAGXOspm1b9SKmYXQ8H48z0dN1SxkrZMaMlOft04ZrHHFj3z3hf9p3DRWvorR52pxKon/W1vrP9NXv/O9f5KmK13SU6k+xyW9Ph8FYKameXGEwUxFEpyrmSERzZW02wMgIjz40Nc/ef9Xf/5n33/xpxrZf+LxJ4eeeGpk/8HGN7550KW9gBOXmoWRfUd/87/91Rfvu/3iv4WIiGiJKktJWgLxsB6IAk2zVWVIWYAUYjADDFgpSWYWWxcmkLzYBQw/U+WNeH4DXrCT9TeIiGhZ21ff24NYalkArNYAoAgfiwNgmvvMC8SsCjgNWaXnsrSyIm+dEnGu9zn7X/Tm1d/7Mz35Q4P1lLNu/I+H+TN879DQgT2Pfqun9yozrfZeCWjwDUBi9WcAZgqR+AeBmQ4NHejvXz9/vwciihiAJuq+DetXBd+8mDOM7D/xuS8+841vHvzG0weTpE9cKnAu7TMNEIWpWTDD8L5jr//VT370g6+cq5ETEREtLTfsvPGv6h+Pq2Er49EeNm66QpwAFUgOq8AZirXySklOlOvcnvPYPri+NrCxtmXeroCIiGgJOFAfTAGBKGDACp24dSsT93Atz05Ve69wScXMZ82jPh/rXbHWLAAifVeduOaXq3u/XBn8ypQSWC3YhjNUu3r4kWcqPc8xoFK9LElX5tkpEVENsdWhmZrFBoRWjIWIFgRLcBB136te8TObN6+d3WdH9p/40B8++LJX/NEf/cl3vvm3o2lljbiKmYXQMvWqufoshNzMzLxz6SOPffexJ+pzOnwiIqIlY2NtiwEeFktJZmUrwgzWNI3NjioQAypwscdRFdJb/s3sJrYAzyCuZY+euSolERHRMtED5yAB5svKVzCdfIiIpC7p0dDS0HJJj0t6AMuax1S9aubzcTP4v/fy5vNe1zn1hnI30ow+9WdfS5Je55Jq35WAaWiZIYQmYGbBTOM9aCt2OmFw+ODcXzwRTcMANNGi8P53/9osPvXpz3/9l3/1k3/4P59Jq2tc0gNxZqbqNeSqefANU28WzIJqniQ9IbREks998Zk5Hz8REdGSsLE2kEF7IQokkBSoQCqQHogBAolpUTHKXCljzWskSc6VJFUuha0Kd4AxaCIiWt5G9u5FOTnGuXVVyCzGoKUIPYsrNuVraOWt4+0kZZ+dDr5h5oNv+nxMr/jR4z/21uyympRnM2BDbYYM6KHhQ499oy4urfZelaSr8uw0ANVcQ8vKLogiEhOfzUzEDQ0dmNffAxFFDEATLQr9m6++oONH9p8c2Xfi4OHs8DGIS2EAJAaaYaqaqXozVc3VvFkw1TwbTSsr+1ZtuO/TDw7vOzY/10FERLSolTlT4iAKA3AKwcNSkao4YKLDUQoIkJQfXC3th0inBaMNcMAKuDVIhBt6iYho2TtWH+q8d2vAqpAhlmCGa4eeJw4w9dkpDa04iwbfzFsnVTPVPGsdzyur/OX/cHzVhngqBTbMVO3qvR/4dJL0VqqXVXuv1NDKs9M+Hwt+vCP5OhahFkDkbB2FiWiO8f9vREvPyP7jt//bj33+L74DSUUSkQQiMdPZNFfNOrYXmao31eAbqh6AqV97hW3eeEW3L4KIiKgL/tltr0EZVhaIAT1wo9BD5g+bHzcdh45BW7AAxAi1wryZM1QgCSCQBLIKLoWkkAqkClkJtwZJuzrH07se6toVEhERddtIfW8CqUgRcor3fldrgJmpD6Hh89MaMgCTbtqKBD8efMPMzEw15K1TPhsFoKHlfSO74h8ffP7tWXU1ZirBMTxy+M8++3CluqbaexXgWs1jIR8zU7Mw6TizmINdfLvwrjHRQmAAmmiJGdl/8vZ/c++hIyriRATiIAKYaS5mAjFTM40TqpnCoKEVfBOmrcYxn4++8LpN3b4IIiKirtlc2xJzsgRIIVJmNAfYGPSU6XELh8wfNH/MQguWm3mYh/WKJBBXVoLuhVQhFUiKIjs6bgrmQpaIiJa5BNJbrlTjFOlhK32raABsahZCaPh81MxDnEgiLo3TrJl6P96OGofQypong88EAtPx1ZuP/cTbm1vv+oOPPT7lS9/7gU8nlRW9K9Y7V8lax029SBK/rn2MiAMM4sQlZQmO/Qv0SyFa3qbueiCi81Sr1er1eq1WW+Dv/dwXnzl4OEsrq0SctbcRmxmCaQbEOd3MgsEA05AF33BJNRblGD25d+fO18zJSLpy+UREtMxd/Px7/c4bH6t/sh0mFqAK8WU3wlhMI5SPM7NUxMr+SalIO+mqB9Ka1lApnrC+aw9uu3XWIzw7zr9ERLTwLmj+3V/f25l1HGfYlSG3cto0U5HELPh8zNRDnHOpuIqLpTnMgm+KS5OkJx7v8zHvm0lSgWnwDQ/83v944EN/9NCP3bBl44bLAMD0S1/dt2LVgEglz0Zj3jTEmeWdAxGIiRNJzPI4h9uZ+xlOwfmX6GIwAE20lAwNHXj3ez+++vJ/LEk1du8FEOtXqcEgZkXxDQOCb2lolX1+BVAzH3xr98NP/+LPv6jbl0JERNQdG2oDTWgfHMrNgAJUIL5jCSrl5t4cVunIaU4AJ9DywCqkOW3hmkK+ee+n8NEPzOM1EBERLWIO4spVqJS7jv5h4/hDa9YXR5gV3X8BVS/ignqgKZK4pEcgECciwaXOVSVmXGnuNR87OVTpWQORas9zYHjsib0AYhmNau+VAHzebDUOxxedJMG32qOSotmDK8YYH9v5BqCJ6GKwBAfRUrL7kaez1jGRRIrFsGnINGQhtFS9mvp8LM9O59npvHlCQwuxqJWIiJiZhhYE931md3evgoiIqIvW1wYCMAbtTF6uTq4B2fkncsu0860pj3vKF2IKVQVYJ6kDHrz3T+d64EREREvDE7sejA/KdSsEcJBVwbePKbOhBQA6MqNjWyMNzeAbPjudZ6dM/cQsLZJnp3x2enx0ZHxsf9Y66f14yMdDPp41T7Uax7PmsSTtTSsrk6QnVqcsPuZS56rxS8q6HMayWUQLhgFooqXkU/d/VTU/dfx7rdYJDblpCL7l8/E8G8tbp7LmMe/HQ2ip5gBgBjOIi4W0AFHN4wx736fZHImIiJYvAwxoQHPAF/0GUYG0k6CkI9AcprU66oxVu/Lv6QRyGZJ1UqlCHPB3u/bM80UQEREtUu1mv+iYUh2wIRubmGDN2hOsATMUtRInLgXg/VgIzc53zBSmpj7PTmXNY63m8ax10uejwTcAtIt7BN8oQs9Jj3NVw5SvMJ2hkhYRzQsGoImWjKHhg3se/bZI1SxkjWM+Hw++mWen82w0+HHVDICIcy6Je4tia4X4ON5JNvWAiLg9j32nu9dCRETULS/YeWN8EGPQDVgD2oCGyYd1JkVlk0PQ7aBzXDpXIH1wV0rSU0zAyGEPMQOaiIiWq/as2S51Fdv/rs/HgYl+vdYR/7VJnwPElZMqAGhohTBRTANlDHrimYWOAtPB52MaMnGVJOlzrkckMdMp1TbMVMQNDR24uGslovPCADTRkjE0fKhoDTwxYQfvx0JoaMhUvapXDaqhKANtwTSYeoEAFiPUcVJnBjQRES1bG2tbtFzjWvmjgC87KwAQSAJxZaxZYqjatGHqAQ/ksPYPgERkHDYOa8ISyEoklyPdfe8nuneVREREXTNY3+thWgaUHURhAfYPGicAmFmRGN2RBA1M5ES386imCKHVmQpdrHmt4wULZhp8E2ZJ2udcpdy1ZKa+40yGC2k/SEQXjwFooiVjzyPfEkkgYupVM4O2p0wzNfXlTzAzg6Fd8Uok1t8ozyQAhkeOdOUqiIiIum5jbaD9WDv2/07ZiNtOgo5vBSAAWlaUtPKYSlmSowrpgzNgHJrBnt318PxeBhER0aJkgAcC4CAGdOYer8/GO+ZbiSlTZUQ4Nic8Y2FmgZh678e9b3jfCKGpIYvJ0cE3Qj6eZ6d9dgqwWLujTcuvmHQyIlpADEATzV69Xl/Ir9u95ymRFIABwTc15BNblkQmzdNlpwWXVMSlZmYWTL24tNp7RU/fFT19Vz3y2PcWcvBERERz5eLn35fedmv78ZS4czus3KkzSD1FRaRd2nJlx5/WHvbsAwxAExHRpeMC518LsAyq7eAyAOC5jRMdt3ER05Y1ZBoyU68WNOQaclVv1lEcK1bkmFj2xmC1mQYNmfqWhkw1h2nHARPZWp0h75ieBZgwBk20gBiAJpqlWq22kF83OLR/956nxaWdi2JT77PR4BtaxKPDxI/masHnjTw7nbdOqOYu6alUVld7L6/2XplWVj/+zf0XOaR6vb7AvwQiIqI5mXpuv+vOa3fuaK99O+LL1i7NgbJ7knWWq5zMASkkPlhdtFyCg6SQHrhje4cufqjTcf4lIqKFd0FTz7763snz6fnEeousKdUshGbw4z4fz/PTITStrK1hphpyizFtsxiB7gxnTyvcYYCZ+XJ6F3FJx7hik8TzDYtx/iW6GAxAEy0Ng0P7g4/lrqbN3XHe1Vw1mHkzD8A0aGh5P+bzMQAx/dmlvTEbWjX79OceX+BLICIiWjxuv+uOzsRn7Uhutsl50DpD3nPxbk/HqvU0wkmEcWiAZbATCKenlvQgIiJaLnxHi8DOFew/bJ5Ekdo84/Rqkx4bTIP6Vgw3xyLRnf0GJ5myLRgw07L4hogkLqmIuIlKlUUZaFaCJloIDEATLQ27d38DkKx5PPgGij1EnTOlQBJTb6Y+G2uOH26MHwx+3NQ7l0BgpknSI+LMLPiWSKKaD+871rXrISIi6qrrb7rx2p07tKMJISZ1JrSpO3inSctl7v+fvT+Pk+u86sT/z3meW9WLFsu7tpbKSRgIZLGTkNiW/bUTIGGdGWbiJXFAscPMd4ZhCFlJhi8Ie2ZYgrOQhIQfMLEFZLMDJhACCSG2iHcncXYGsriklqx9662q7n2ec35/PPdWVy+SZUnd1bI/71ejdFfdun2vXi9x/Jx7nnMEUMBDhuHqEAXa0DSc8EBzQYqgiYiIlriZieTpob4CPLN1dL6j5pJU0VzlkXtOOF8Oemb5c7c4GlK1pgTKZpXVZwVmO0b3PNlbI6KTwAQ00Znh3vsfhYiZxtBqTT4+NbErFBMa20XnSN452mkfbE/ubk/taU/uKfIxjR3vBwGIeBGfnveKeACwGMNUmgL80CPf6fNdERER9c+NW94Wepo7R1in58e0WvZADVKDDEAGIIOQTCQTGYAMiHjIINwg3DBksCcfXYcMQgzYs317n26OiIio/7SKp1ZlnwVYEfMTqDuW3oRyqrXqfdssmlnv4b1vqkYzE/HO1ZyvizgRSbuB0/vpMHAWIdFiYQKa6MwwWj6YLScDmwbTEEM77xxJGefeEQ0iXpwHxLksRW6fDZatOjSkWcMAmIAmIqKnsxdcfeVzr9pUFUEhAjmsk/b3Vp03hsQNihsUN1D96SEZZEhcBqlBHFCDOIjNKZf2wJHmzr7cGhERUR+Nbt/uyzkK5QRCB+kmiZfHfEbueJ4ksMzp5oy5Jc9moXueqlY6NZyMIt77unOZSCq8hmq0tBY2Ky9MxNh/g2ixMAFNdGbYtOkFUm5amm3u/iPnBwC4tMlIkHYbqUYAGjsiolqU0xiIiIiexn7ttj+MsG4LDgAdKKo88qyVbrd0K3HViMIwc/mqVS47AHuaOxbw6omIiJaqWZG0iqEikGe1jvQcYiLdDbvlUXOzz4nOUwcdAEutJs1Sr+dayjv35rhVo1ksf6PpdN7ZbHTnvtN0x0R0PExAE50puhMV5nlIq1p0I7G4mjjvxKd/4GnbUQwtM1UtVAuDmRaqxb33fXnxLp+IiGjpWdPY8Ku3faDb+jl1c857Qm1uNk9d1swHwjb7ywQYhNSAGrf2EhHR0096OpvWqL3bg7qdoJeFdjdBPL2SFVcVMsdUZdVzgvJgLdt3KKDpQbBZTLMERfy8baAtZZ/LXyc24/mysQkH0eJgAprozHDF5ZcAqKLjvDnoVM7snKsJnLgaAIhzvh7DFCAw1dAWcbFoxdiOxeSa1csX6eqJiIiWqp/YfMPzrtrUjawCtHqKoA1Qmyfsdg9GeZj1fpMaeghke7O5MFdNRES0pDkgh7XN2rAARFiE5bAcVsAuyMcBdBe2vXXN3aYZ1VPd6qtKQ6d+0GaavhHx6QCrBhX2xO2Ug47d32VmgCtT1ek45p+JFgUT0EQnqdFobF/UyUKGVIRl3cA5+wDVQpx3ZcONIoZW3jnSntwzNfF4e3JPa/LxTvtgp31QY9s05J3DGjunckHbt29vNBqncgYiIqInayHi71tv+6D2LFcFaEO7NVG9/apkRtK55KZfmY7ObdMjPeMZTiPGXyIiWnxPNv4GWJqmoLACVgARiEAKuC8+sgPQnlWtzclBz0NkVncOca4OSGroDJhpwHRhtanGnnmDVtVTAzDTmLp/nHgLDsZfolPBBDTRmWHT5Zd0l7oyc8KvaSxnEsZO3jkyOb5jamLH1Pj21uSu9uSe1uSeojOmmsfYiaGdPhOKSbO46bKLF/s2iIiIlp41jQ1vve0D2tt5AxZ7foxVI45ZZVIy8z+mtergMWHagQHwLKwiIqKnn8eb2x2km26Wnq+s6iy5ceoggJ7nuTNG+c7NQUv3j+ljqp4bZYk0UkcOQM2iWZh+Zqy9ye40q1BxjBlLRLQQmIAmOjNsGFkDSctYQTVK2Ko5v2V7rLTtSGS6hktmhelUPR1DMQ7g8sueu8h3QUREtDT9xOYbLr7qim7bDQNa0LRUrkEGxNUgNYiH9IwitFBWdVkOm7B41OJRi5Om3bGEu5uLuVmKiIhoqRBAMWNioAC16bWpvPjIjlk7e2du851Z7CyCmSlpkcyltpPpsz2J7DQhSSBVZtqq0unql6ctSkw+Ey0iJqCJzhgj684FUhiFzKyCBlCmo6uJCjNCN1yK2OnlvHM4vb7psuct/FUTERGdGTZveXu3gCoF2SHIKvHLxQ1C6pCsmp7kqgIuAWKVg3Yi9XmiMxER0dNO1cNquheVzLcr6Nlju2auXG32QrasexYRP+P84nuzz8B0p0orO3/AoDa7qjo9Po5m07uKhXlookXBBDTRUrdr95FHvrwDwFvffCMAQMp4WjKYwrQ7nMFiobGzfu3Z173yZSPrLxARdJfDhhhapoW42sj61Yt+K0REREvXxVdf8WObXw3AAw7wkCnYhKkH0lcNzvUsjjNIDTIENwSXQQA4yIC4lIZOx+zZvqN/N0RERNQfKQhqT2GylMvYbtoXBjx7Yo+Z9maAzRSQ1FtDxDmXiTgpNyClTwoktX7uJYCYdUP0rER29+SxGlSYJgaXCbEdo3tO+Y6J6Alk/b4AIjqmR768/Td++x/2HVDAVl8w9J83X/LF+z/0y298z30PfHW+IYQYWX/h5Zc9d9NlzxsZubBb3fyxOz/3K295PwRpy5JAsvrKNRcM/eXH/vei3gwREdGS9/bbPvjNbffta+5IJVIACthR07Oqbb81OAfRmctaAbRnI29VS2UKXLhxw2JdOxER0RIiQNpXZNOZ6Nn7hBzkkqPbv3rOsyDSHR6osZ3Vls84UU/22bmac7UZ+WUREWf6BIN/zWL3mJkbllgBTbQYWAFNtEQ9vmfsF375Lw4cct4POFffva/96//7M87X77rjt977zl8ZWX9B7wzf9evPv+6aH7nrzt9537vfdP21P9bbW+P6a370zb9yvcbctDDTEKYuOM8/ct+fjIxc2K9b1vJkiQAAm55JREFUIyIiWrLe/KEPzHqlgB2yWFRr3Vn/9WxAG9azLwmFlaMacthZjZGFvVwiIqKlJ+V0C1jEPJVTBigswtrQ1VMHZhVXmWkoJuc/bfk82Ga9+ETZZ1MNNqMf9YyLIaJFwAQ00VK0a/eRG3/xw6rRACsnD4pztdHRPQCuv/bHvvTA7W99089dfulzL3vJD773XW/88oN/+r53v3nDyPxdNd78K9e/+3f/S5GP5Z1DL3nRM778wJ8u6s0QERGdOS6++opXb/lVAK4qiXKAg+h0K0pkmF4Bz8o+52YKRFgLWsAuZAKaiIierlLonIJOQiehU9Ap6AS0Aw0wq6Lq2sm9wIzyaLMYY2f26XqqpHte80+QfTYrD5j+7HQ99bwbi4loITABTXSSNm7c2Gw2F+jkN7zuAztG9wAWiqlQTIRiSrWIsaOa9x52xeXP/+Qnbr3+2pc/4Qmvv/bHrr/mR9/yhhv+6s7fO10X2Ww2N27ceLrORkREdCIWNP4mr93y9h+4ahOADDIsbqX45eK6UwfTstVDZmWfI6xlmsPa0A7SNiV7gv3AJ4Xxl4iIFt+pxV+LsFT1LDPn/gnwQ0ceW9U+AszIQWvsVP2a0zuu2+Gq90WzeOwiZjPT8oBjJ5pF3AmWQTP+Ep0K9oAmWoqmxnbk7ZpzdbNJ7wfE+aIz3hofHd2576TP+d53vfE0XiEREdFT2O/f/be/8tKf+r/b7s9MhiEAhsXVITmsA4uwccSWWYQBSFnmbiVXd/JRBF5w1ZV9ugMiIqK+kSosRpgZgmDu0ECUmWgD8IL93/ry+T94ZGBV7zEhTGXZsLgMgIif/SvE2TGGDQKAmUFN9XjJZUsTH1gETbQYWAFNtBRd+pLvHz/87Ymjj02O7Zia2Dl++Ludqf1m6qTW70sjIiJ6WnjbbR/MYS3oQcSDiKNWjFpxyOKUacfsiGkb1oF1YAEWZq5vrVzUEhERPX0JRCBWhUgFUG0nwsw/AVy8/5tntQ/NGgkYYzsNHpzT99kDadzvvEw1mB6rOFqQEtSV1OiSiBYUE9BES9GmS58LkRjbpkUopsrAKe6Bh/+535dGRET0tLC6seFdn/9U78o1wLR3529Pn2hgzsZg4ILGhouvvmKBL5OIiGjJcT0V0FpFTAekONn9sdvbKn1/8YF/Xtk+BAAiIl5cJq5WNosWN/0FB5jNaHNl3S8zVQ3H76pRZp9Txw/hI2OixcAENNESpTE3LQxmZkAVRIX/ZomIiBbJxVdfMSsH3ZlZbTUrB93rwsaGD3/vawt6eUREREuTVQnobmI4Volkmc47l9/7nqbQzz3wrVXFZJYN+2zQ+wHnsp4zGiACJyJm0Qzdr+nfWzZ9TgTzxOg5XTvYgoNoUTCZRbQUXXfNj5ZDg00BqEZYNLMHHvx6vy+NiIjoaeTiq6/4+S1v631FZ+0C7lnddls/n90Y+d+f/5tFuUAiIqKlK6WcDFDAlxFTrHoR3Rhq0698/76v9lY3m/WkjE2rAmeIiFTFy2aoRg7ObcoxnYNO+eqZSWmz49ZKE9HpwgQ00VIlYrBU+JwCsIgTV3/CzxEREdFp9Notb3vuVZt6X4kzD3AQARQoYFPQZY117/j8p9Y0NizmRRIRES0dDqLVnN4Iy00LWAEoEGBxZiSVmW0wOrCzD/1L79lsRpHyrGbQZQcs1Thf9rn7G2CYO5DQ5nxDRAuFCWiiJerKTS8G0H32mx7Mrl29vJ/XRERE9LT0nrv/9jVbfjWHFTAFImwK2oG1oRPQCcQx6GBj7RWbr3/jbX9wx/e+zuwzERE9zaWcbq3ssyHBUMDSNIVuurdbEG1lBbS1oR3oeeM7XOdoOkQE8yWIe2YwCI6dei6bchjmHmDJyd0dET1Z2RMfQkTH0Gw2F+7kG0bWPPjwv1oVMp34ohh/wy/9l4X7jU9Ws9ncvHlzv6+CiIiedhY0/h7LjVvefuOWt+9u7vijrbftbm7/4cb37WpuX9vYuKaxwYA1Gze88OorF+dKGH+JiKgvTjz+dntAR1gNzpUFVdKbeu5t3Zw2Eo1Di+rlc49+b9/5zxPJAMDsGAMXkGqf52aoq8Yd8+aXpTrgmGnreTH+Ep0KJqCJTlKj0VjQ819+6XM+dufnVEMMbdUggnVrz9l0+fMX9JcSEREtcQsdf48vlTavaWx83Za39/EyiIiIFtmTir8p76up9bNAzfyMNhsAUIOkBh0AInAUsbdHxjlT+/aElvhB5zwgAj/v75mTfU41zSYy7wTC7kFajlwiosXCFhxES9R11/wIyvJnBWCG9737Lf2+KCIiIiIiIqInYFV+VyAGZD35ZwFqEAd4IAMicBBBq4rllE7OICvyMdMihnYoxmNomUWzqBrMomlULVSDWUivp4Vzd2LhcVprVNnn3islogXHBDTR0jWy/gIAacDvdde8bNNlz+vzBREREREREREd19rGRlSZ3QBTwENSJlogHrAqRRxhBy1UnzP0ZK7Pndzf7d2sMS97NmvQmKvmpsE0wKz8OrE8smmcnZxm/ploUTABTbR0XffKlwGA2bWvfOn73vWmfl8OERERERER0RNw5Z/iIWqoiQigMOlJQinQgh202C2NNkBhAAQC4LypfdU7AhgsPtGvPV4u2UxNe88wXZE9MrLmRG6KiE4Fe0ATLV1veeMNBhtZf/6rrn1Fv6+FiIiIiIiI6IRYOXgQAmQQB2QQATxEYQEI0DZUqnYYViagIdWXAy6Y2LN/+drqhHYCPZtTDrr3QCvnDdqcps9mx2vVQUSnFRPQREvaW9/4mn5fAhEREZV27T6yc9fBx/eM/9WnvgJg7ZqV69aes27Nqj5fFhER0VKiPX+GsvBZPGQAYkBeJaZ7G2dkQBtmMIdygGABG+wcxfI11bGY2bv5OFIbDzPrzjW0ntfTtzbz9xPRwmICmoiIiIjoCYzu3PeBP/mnT39u+77Rf4W4m3/vCzCDKZxfff7Qz/zE97/o4nUvfuEz+n2ZRERES4EBUKTa4/Sz+Sr56yAGU8BVOeAMMCCW7yKDpB/Pah3YYSriy5OamgbxAxA5RvGywcxgAjXMWzDdzUFbzytEtODYA5roJDUajWaz2e+r6Ken+e0TEVFf9CX+jo7u+ZW3vPcjH/ub2sDZzg85V8+yZT4bdtmwk9reA/kf/+lX/vPr73rFz77/4S99b6EvhvGXiIgW35OKv+s2bqxKjlMmGt1MtAC+nElYtuNIP1a9M2QQzveUOp89tRciVg0bVC0MaZBgOZSw+oqmwTSaaXrnWO010gEn8TfA+Et0KpiAJqKT12g0+n0JREREC25014EHHvyGxnxybLtZhIi4mri6czVxXsSJOHG1Pfvz1/3Sx/7gj+9Z6Oth/CUioqXMAMAcJBU1B1iEVa/DQVBNGlQgg6AqhR6AOEhPV2gb7hwFUjWzGcwsxtCOsaMazIJZLL90vhGFc9LQdmpNnxl/iU4aE9BERERERMfzrvfe6XwdknVaB0MxqbHQmAMKEZEM4gGBiHOZrw3/0dYvvfxn3/vwF7/b76smIiLqp26L5aJqxpwGCRrggQxwPWMBi6oUOrVn7r5+9tR+05ji7PSZTeemkns6Ps9+A1W99Gm9PyJ6EpiAJiIiIiI6ph2ju++970sx5iIuFOMxtDS2886RUEykrb4C51xNJBOXOcmcr+87EF/33+9YhHYcRERES5YB2pMRjj3VyB4iVdsNq7pF1+Gk6teR3klV0lkxMd+550komx1jruAxXjPATDeMrHlyN0ZETx4T0ERERERExzQ6ujcUk6Fo5e3DAGJsm2neOVx0xkIxrrFjUIhzfsC5mvMD3g14P5TVlr/uv9/x/v/fZ/t9+URERIttXWMDAAMKmAMKmAChJwGdqqEj4Ksfs6phtJVzCDEAl35clo+nj86cKnjMHPR8lc5zDjvG60S0QJiAJiIiIiKa3+jOfbe++88hDoBqEYop05h3joZissjHi3w8hCkNbTMVyZwfcL4uria+5rPB+sDZt33sez99/Z/94W0P9/s+iIiIFk+qYpYqv5sSxwbUIK7KNXcPMMBBfJVedsAAnIfEqnP0cOeIzc0gl1nmY6Wbj5NZZtKZqA+YgCYiIiIimt/ozn333v+oVKti08KgMIuhU+TjeftwDC0zhQHpT4i4zLm684POD4hkj+8++oE/2faKn/2Dvt4HERFRHxiQJgqG6kcp89HiIbWyr7P5KhktPTMJY5UqPqd1yDSdQESkTF9320pDzXT27z1ux2dmoIkWHxPQRERERETz+713/alZrH6yMtcMU81jmArFZKd1sN0+GIoJEYdyxRtRTjwScTW4gay28vG9Ez/y07/br7sgIiLqCwNC6r9hBiBVNAvgq4YbAskgrnrQ262DNliEpXy0AWdP7Ud3NKGZWTSLpgFWJqN7gjUAiAjmT0PbrProDRvYAJpoMTABTXSSGo1Gs9ns91X0U7PZbDQa/b4KIiJ6elnM+Hv/g1+7/8GvVz91txGnDHQwDaoFYDANxWRrcneMbdOoGkOYMivMosYcpqpBpLZnf/7QI98+9ati/CUiosV3UvHXAAQYgAKmVRtoB3GAh2iVjwam08tIkRUQYADiAYUNdY7M7OcBAGa9AwutqpKecxFVs46Zpc/Hb9MxD8ZfolPBBDQRERER0WyjO/fe+p6PifistiK9YqZm04tbs6haaMydqwNipu2p/SFMxtDS0Ck6YzG0q7bRBWAQf9enHu3T3RAREfXFdGVygBVVZtlBpGoJnV5RWPoTVW44NehIOeazWvurPhszJhHOar5R1kTPvYhjt+MgosXBBDQRERER0Wz3P/j1++5/1Cz6bKg+eDaA6U7QAMxi7MTQijHP24eRFrdmRWdcYx5Cy6ChaMXQAtJOYdXQGh3d18c7IiIiWkwp6VtAU4eN1IWjKoKGh6RSaKvacXSTxLEni1yU38uq1v6ZJwbKZ8MzkstmEdNZaZvzNS2F9bn9o4loIWT9vgAiIiIioiXn43d+TjU4VzOLWW35gKt1pvYJMkBSslnEFfmYiM9qy0IxldWGDWZaaB5qtWGNAYBq0FjAtNM+NDUxet455/f7toiIiBbcusbG3lxvBzoIl8NSS2gFatWwwVQU2ZsDDlX+2JWjCC09/q2HTkogm5WzCxOzKDIjtWWmsCji57u08roEwrJoosXEBDQRERER0Qw7dx247/5HU22UiAPM+4GsvjyGNqCAgxkgztWLfDzGolZfMTh8IczEZTG2Y5g0jZ3OoRjaIR8DBBBxbmT9Bf2+MyIiosXWbdXcqbLJCkSYwgQClL2crcw4T3eFViAADnBAx00nlM1MppPQZqZpFPA0g2HOi+XR01uaAGwY4RBCosXABDQRERER0Qwfu/MfagNn5e0jKNfGAkittsI0mkbxWblZ2BSAaZG3D+Xtg9WSWWZu8u2uo4mIiJ4WrOcbAQrYcEoum4lIhAnEgAySQaTqy4GeUmgPMVgBMxiqimdDrM7dO7MQqsE5P7fk2UxFZGbbaAeozeokTUQLjz2giYiIiIimje7c95733wU452sCV62iDeKy+sqZ61ubt7rqWC6/9Dmn80KJiIjOBAJEWAZpwRykgEmVjcqqQmYBrEw3A0Bq1pFXGenXbnnbj7/2BtPQTW7PaqChGg3zdHM2s+pI6c2A8bEw0SJjApqIiIiIaNrOXfu9HwLE+4G0mhUAEBEn4iBIQwUBwYxktBxjPcsqKyIiejrqDYpVLTNyWHcO4QDEV4lh6+nUAcBgqWf06sbGm7a8/bVb3g5ANTcN8z36NcBUg804x/S7ZpgnHDM+Ey0iJqCJTl6j0Wg2m/2+iv5oNpuNRqPfV0FERE9HCx1/3/XeOw3qnIM47wdRbvQtG3HAYBpCMRFjp3rxhIysO+/UK6AZf4mIqF9OIv5alQ+OQABqkI4ZgACTqvlGmkbY7QEtQB0SYQAU+KnNr75py9sBACIQs9jtvzF7iqCZabR0murRcZLem5WbTiHcbJ666bkYf4lOERPQRERERESl0Z17H3rkOyLe+UHn6qntpEAgAnHivKQhSGamwWAom0vajLKtGdLmX1u/7rxFvRMiIqL+mRULIyzAtGzrjAgAqEEG4VInaEVZpTwAiTAFFFjT2PgLW/5HzznLOulj9b+y1MYDANAzpbB6d7odx/S7HEJItDg4hJCIiIiIqPSJu+7LasvFedVQ9tyoCqnK8mebLrySsmNl7+SkeScQApDLL33uYt0EERHREqKAAAoLkDpQwDxMIQ4QwFcdnx3EQwBEIMIM+PUPfbDnNFZVQAPduYRpRKG4np9NgPSgeN5mHdLzYSJaNKyAJiIiIiICgF2PH/7rv/tWVl/hs2GBM1hWW2GmMeQAYNN1VSVDlW42AGaa2kObaXVkVWxldvllz1vEWyEiIuqn3hRvekIbgNT9OTcDUMAEkrYa1SACQdUMOsICcGFjwwuuvrL3nFY235jT5XlmQrnbVWNO2w1xzkOEIwiJFh8roImIiIiIAOCTn/7G/sPOuVoMbXEuy4YB5/2QxjwULXEZ0LvKNUBmN6DsUdVepQNk02WsgCYioqcpK4uapQMLsEG4CMvgIuBFxKzb0EphAeaB15Wtn6eV+47mjl+Y+ZL1/FyFaRHBjILoslc0W3AQLRJWQBMRERER4aFHvv2B/3OvwDlfd67mXF1cBhGXDbhsCDCNHY0d9EwrMth0i8lqiZu+T0XQqQhLxPna4AMPfWuxb4mIiGhpmN4uBFOgDY1AAdQhNYjvSU4FoA5Z19j4U5tvmHmOMsLCbGYGep4nwaZaTRl0Ik5E5mnHwTpookXEBDQRERERPd3t3HVg83+5TcSL86mVpIj32ZCIE/HOZWWLSQCAQXs/K2kOoTgRLyIiXlwmLnO+7v1grb68NnCWdwOv+YX373z8YD9ujoiIqM+qaQll0rdlBiDAUv8ND/EoNw0JMAB3wcYN85yjO5th/tPPekVEvJSNpjHfjiVmoIkWDxPQRERERPR096u/8ZGsvlzEAyiXrM4DcH5QJIOIOC8uq7b0lsOOqgIsSaVVMp2DduUAw1QfbYDATN/6//1ZH+6NiIhoCVBMP78tYBFWwFLe2UHqVQ/oAQiAF87s/gxg44Z16XHv3A4c3VGEIl4kc65Wds2adZDZcRpnEdGCYgKa6JQ0m81+X0J/NJvNRqPR76sgIqKnqdMbfx965Ntf+upeEW8WNOaqAQDgvB8Wcc7X04K22syLWRON5pxPZr4uEDFAxD30xe88+Mi/nMqlMv4SEVEfnVz87fZ3jjBUAbIov5caxAmyKgGd3v2hqzbNd5605WieyCtAqneWGe/Ol26emYMeWX/hidwC4y/RKWICmujkMQIREREtvtMbf3fuOvD7H/y094NmahrNtKxndh4C74ecy5xkqatGucJNPTem89HHIYCYqXMZAOdqb/21Pz2NF09ERLRoTjz+rm3MaqBRzhjUnpRwbgYgh3pIBlkG5yCDcA44vzEytwIaQGrBIT0PersVzVaOJ5zxS3v+7J4hfbp6kQXRRIuFCWgiIiIievp66Ivf/fJX94n46VWoGeAA51xNnM9qy8RlZda5rKtK3z/huXvLsERjAbNdu4+85hfevxA3QkREtDR1p/RKTxeONizCYtVWwwN1SOoBHY9xHoEcN4tlMwYCz/r9Mqt02qovIloMTEATERER0dPU6M69f/nXD3tfT22cgaoYStLIQed93fvBwWWrh5atHRy+YGDwXJ8Nej/osiGfDc3bYhKA9wPeDzg/gOkktHO+rhph9tAXv/vQI/+6SHdIRES0BFiV6o09Od8cpjBLnaBFBqri5As2jhzrPNL9o3euoMj0r5hR1Gzdd6df6i2aBkZGTqgFBxGdovn/o5mIiIiI6Clv564Dj379oPcDEDE1KwuzpJwbWE418k5EUora1X02pLEYXrZWLQgcRJxk4jzEmxa1+krnaihT2WoaNBYQ5O3DZlFjy/sBiPvV3/jYPX/3G/28cyIiokVkPWXJEeYhAAozFUSgBskgvqpJPn92B48e5SyGYzR3rlLT3Z+n9yKZ9WaijbXPRIuLFdBERERE9DT1B398T5YNG2Cq5eq43KIrqIqXy47P4sXVyoy0OIiIZKkZZXfHr/N1jblZ79ZhQ8pEW8w7h5FGJEH2HQh/8VcPLP79EhERLY65+V2DpQRwtwtHCxZhAZayzx6SKpbXNjbOf9IqQM84raXfZgbr6bNh81yEWXV0eldBRIuFCWgiIiIiejoa3bn30a8fVA3ValZ6N/amAujupCMREYj3A0A1BEmciMP0R8p6qxjbplUOunxNAQhc6tqRPvX+P/rHBb4/IiKiJaJ38N/sLhwxDV4AsqpC+QQSVbNSy1LNJNSZL7LQmWipYAKaiIiIiJ6ORtZfuHLoUIxtAL2bdGeWTUlZ8gwR8RDnXE3EOTeQXgSciKSKKqlab4QwZRq6G4SrX+FEnM8GnRsA8PiesYce+fai3SwREVH/2Lw5aAGCGYAcqMN5SBoy+MRTfnv0dniuEtBPeIJuqw7bsJ49oIkWAxPQRCev0Wg0m81+XwUREdHTy2mMv6//bz99cM+XpsZ3SrXt10xnLFzLvbwm4iCuasrhIc75uvM1ca7KUM8QiimzaFULjnTOrLZCxIuvpRX473/gU6flLoiIiBbBicfftRvn7aEh3QR0yhM7IAAKBJiHZIAHAOxr7jiBX9JT29zTEtpmt4c+VhH0k8pyE9GpYgKaiE5Gs9lsNBr9vgoiIqJTcv01Pwpg4uh3xg5/O+8cLYoJIDWITP9XrlpFnJSy1I3D+7pAUo+OMitdnbO70o2xDTODwlREfDbks0FfGxbx6fCHvvidnbsOPqkLZvwlIqIzU9mqOcIMCLBuNqpjCsABdbga5jzRnUHkCRLHViWmp2uc016mWVeCeVLVx8P4S3SKmIAmIiIioqev6175UphqzIvO0bx9qDW5J8/HAQBmpoB1F6jV7MGyFNr5upPMudr0KrfbetLMYGYaY9s0ABDxw8tHxNWrKi2FOEAeeOibi3u7RERE/dRN+nZgBUxhLSiAANQgIjDgQHN0/s9aNJSjCI+dPZ7bHjr978zMtZWp6pGR1SdzG0T0JDEBTURERERPX5df+kPpG0Fa0MYiH2tP7gv5eFroistQtt2omkHDOVcXV3N+QFzmfV2chziI61n1CsxMVcTVB1YNDJ1jpjG0UmmXlW/JAw9/qx83TUREtIDWNDZgTia4S2HpTwMioIDCClgNUj9uBfSGkdXTIxqm88ki4px4J5mTTHrTXLOSzt0fn0ztMxGdFlm/L4CIiIiIqG82XX6xiI+xXcNKwJyrqYaUhg7FhLh6rb4iqy13vt7tziHixGUe3pxXDTCz2JFycpLBDK6cRmguQpw4D5hpcH5AQw5Ja+0oku3cua/ffwFERESn2drGxlmp36o5RjmK0Ko20OmwSdMV4gFkcICGY+Sud+7aP7RipaDWc84nZDNHO0hv9nmEEwiJFgsroImIiIjo6WvDyBqIF0lzj2Cq3g+K8+X2XouhmISIWXSu5rPBVArtnBdx6VNSppgT6am3ShMIo6mamVqRXlFVMzNTEffAQ6yAJiKip7yZWeCqCLq3HYcBBTAA8ZBzGiNzT7Fz18GV5zz7WDnneRo6T9c7Tx+E1CxLjvERIlowTEATERER0dPahpELzaJZlHLjr3k/mNWW+WywNnh2VlsG06y2DOLKaYSQlH0W8d7XIc67elrOpkmF6SSpJbSZxtgxU4GYxfQbNRbishhagBtlETQRET0V2bHaMQOoWnD0/hhgdbi6yNrGxlmnet8ffvauTz1qBl8bAmb11jj+WMJ0KSn1nB4MW/UhJqCJFg8T0ERPC4/vPvrJT3/tkUfnH+ZARET0dHbtK18GwCzCzNeGzCw1dEZZ3ZyFYhJm3g+IqwGACMSJc+KyMivtspSbnlVQZbCU2tbYBpyZptW4iIdpCFPOZaM79/blromIiBZOagPdw7r/Y9NdOKZD5pSpAQarQ2Ylht/7wU//wR/f4yQz04HBc3oS172p55kfmlH+3PuWTH/KdANbcBAtFvaAJjol27dv7/clPLG7/uaLv/Fb/+CzIbO4dvXKf/uTP/SiS9ZrzF/yomed9Dm3b9/eaDRO3zUSERE9Cac3/r7lDTd8/M7P7d3fcvWawDlfNw0uGzQNMbScH6gPrhIn4rzAiWSAiZQNOgQOiGYmrmZaWFlcZWkEIaQcOGimtfqwwBlSWTSKzhHAAbpz14EndeOMv0RE1C9PKv5az5/zvhtgWqWEO7DlVS8O33PYez/46Q9+6EHnBwwAbGDwvNbkXpE0Hzjlomf/BoH0vNbt/jGzZ/ST7L/B+Et0ipiAJjp5Z0QE2rX7yG/81ud8bdi5Osx275v84P+5DxbVomlYt2bV//r1n3nxC5/R78skIiI6UQsRf9/8hlf/8hvfE0N7cNkanw2aCACfDZoG53woJrPacsAgEJFq765BBCYGgUDgZqxr05pYIwCzAEC1EPEa81BMauxYuejGzl0HT/vtEBERnXZPKv6u3bjxYHPWBty5naDRhtZSDytgCmqAg3U/ODq65wN/cq/3g1Y2uXJDK0YOH/iqlDlqSc01ysSyWGqlZbBjdOWoZiFW2WcrRyES0YJjCw6ip7hdjx/JO4c0TJnmgDmpZdmwry3PsmHvh/buL173Sx9/5Ms7+n2ZRERE/XT9NT922UueHUJrcqzZaR0UCEzN1LmahraUswQjIAZLPTgEqcLKRFzVUNJVrZ9NLSB9yoKZaiyK9pGp8dH21N5QTCF14QAA2fX4oT7eOBER0QI5keSuAbFqk5HDADjI3Vs/kt792J2fzduHy34aljYYydDydbDZuWwA5YDB2ac/3rDBTZddfCI3QkSnjglooqe4W9/zkYHBc50fNFOzoBYgzknmsqHa4CrnBwF5zS98oN+XSURE1Gef/MStmy57LoBOa//YkW9PjjVVc7UAmGoRQ0u1MM1hlmqfU8pZnAAq3byzRjPV0NHYibEdwlQopmIxpbEdwhTSR8rGlF7EAaKx6Ns9ExERLYy1PT2gZwxHmCNWqepYZYprkL3NHQAeeOifY+zk7SMwRTloQYeXr+8O9e1NQ1u1/ejYUhuP3vJnziEkWiRMQBM9xRWdI+NHvituwPlh1RCKVrmDCQ5ltVYNwAMPfbPPF0pERNRvd93xO+vXnWemAGJojR/+digmVKNIZqYxTMWQw9IKN6ZeHBrzEFpFMRmKiZBPFPmRIj8a4lQM7VBMaszTInnWithgKQ1tpjG2+nGvREREC+tEkrvpmDizZ3MG+ca2e0dH9zzw0DcholrknSMxtE1jCFPeD5V9saaf6fZ+2qqEts18cc7lmI1wCCHRYmECmugp7p++8NDUxK69O/9p3+P3tSb3+WyoNbV3avLxGDvpS2PHLH7iL7/Q7yslIiLqv8sv+yFM946UyaPNdmu/WYxFSzWm2iszjSEPRSuGqRDaMAUUZho7gnKbMICZa92e76vVspkWxThXv0RE9DRnQAErYKlJs4fsbe742J2fcX4QBkDMzExjaOXtw3n7cH3g3KoIWoCqCXQ1CLg65fF/o5nFDSNrFvCuiKgHhxASPZXt3HUgbe8ViEA6nSMxtgEML1+ft494X49hqijGnavv2Lmn3xdLRETUfyPrzuuuWkXE4DpT+2PIB4bOHRy+UH1UCzAAGmMLZjBNa2DVPH0mNamcnnE0eztwlX0GYmhrzBfrzoiIiBbPmsbG7vfzNWye/VZqBq2pTFKwp7njgamjIi7NFew+uxVxBq0NrPStAdWiHMeQxgIjtYEWMxXvj/M7rRxFqCMjq0/HvRLRE2MCmuipTLXoaY8F02Bm3tdVCxEXQ7vIx5yr550jX7h3Vx+vk4iIaIkYWX+BaexZuIpZDMWYWWhP7R1evj7kE+KyTuuQiHNZXdKGQjMR52vL0u6iWeesqrEEabeweBGnsTAL7D5JRERPVXa8zHMpwHz1vQIt0wxisH/c+pEvb7gyq60EIM6baSpzrgb/2uDw6smxprhMpPdRb1n+bKbVsN95r6rMPrMCmmjRsAUH0cnbuHFjs9ns4wU077n/cHP0OAdsGFkjEEDSeheAWcxqy0M+DljUXMQX+VindUBERnfuW6wLJyIiOnkLGn9fdd1Pjoxc0J1iJCIQZ1qkxtCd1oEiH4+hDRGDaQzpGHFZVlvmfF3El40mZySWTcQ5l/lsyGdDztVgBqiZmRnLr4iI6IzwpOLvmvmHEM5mQOz5vgVN+4w8ZECjiEszfs1UIKmRs3MOQFZf4bNBQGfMIeymou2YAwa7R7MFFtFiYgKa6Ix0pDn6xa0f27ftwdufefkfP/PSu29+57GOHBlZIyLS3fCrIRSTWW2ZagEzM21N7U3vjKy/4MQvoNlsbty48YmPIyIiOtPU6mcB0wtXSYVSWvQcYhrzrDbss0GkVlfpKa9Gs1j1o1SkJ8Auy+oragNnZbVl4spqLEPZuOMJCsPmYPwlIqIzxYns8ZE58wG7P2b5uJUlz3DO9xwgqbq5NrBKYzGzw8f0lqNjXIIBSLnsTZdffOL3wvhLdIqYgCY6wxxsjn7+5ne+/5mXdpqP1+HOET+4fc8nbvndf9r60XmP/9U33wgYJLXSgpk6l8XQ7rQOTI41x49+Lx22YWTd4t0DERHRErZ3f7s2cFa3j7OIh6lpYWYiXpxPBVkhn0jr2DSWEECMnWobcOq0Ufe15c4POJcJpKeLpVUfSctgIiKip5q1GzeiJwE895su6SmC7h7gIfWYa8zNVADT6sGwWapuFnHO180K01hG2J4TpLh8vN9cjXAgosXBBDTRmeRgc/TjN73+vlveNQwnwD6Er1j7a9Y5YOGL93xh3o9cf+0rVEPIx0IxWeQTRWesNbnn8P6vTI5tD2EKZqYRwJMqfyYiInoqeXzP2G/81mc/8Cf/lH7M6isHBs9btmL9wND5EBgsqy0TEbMozgkkLWurHHTJNGjsqIXUDxoQ7+qw6VWxGdKGJDODmVk005lrZiIioqeOntSvzXp97nzebjJYYQY4wEMAxNgu8nHVwgCZ+dBWYw5xakVPujl14bDqFTnGc14zjVdc/sKTvjUierI4hJDojLG/ueMzt9x6aNuDg3A5LMIcUIe0oCJSHHuH01ve8Jpb3/OxUEylH0MxISJmJt0RDRrWrTt3UW6CiIhoafnk3359y+98XsSZhU/+7ddu+R+vMIuDwxeIOI350PAF40e+42vDIi4UUzF2zKKTAaTe0IDGPEXVPD8q4gQODqZBXCbOW4wzNwJX5c/dSUocQkhERE9FaxobytVm9cq8Ewld9Vb3MAUcUINb1jl6CJKG/aoWptEkqBZl5ysRja2y7ZUVgizF5ZRcBkQ1OFfr+eVdphpH1p9/xSYmoIkWD2suiM4Y92/92Le3fqIOF4EC1oEVsDrEgIMWtx2jBQeAt7zxhvXrzhOZ7q+VhjN0RzSohvXrzlucuyAiIlo6dj1+6O2/+YlQTMbY8dnyw+Mrb7n1waHh1Vl9mc8Gna9n9RVDy9eK+Ky2bHDovMHB87PastQUGiLO1cRloZjKO4dRtaQEADifDaU9Rr2cywRAagCdYjGMQ5CIiOipZ21j/o7Js9o9C5BBapAaJIPUIYOQZeJqIjU4iKSpv2UHKwCAiDhX834gfStwqTFHz7kFSE02dOYvh5mpRjNVDaf3fono+JiAJjoz/M3N7/jsLbca0IGNQw9Dc1gBe9yK71geYB6yt7njWB9fv3aVaTDT6bnAFTMFdNOlz13gOyAiIlpy3vT2PynysSIfUw0ac4PtP2gDw+d7V89qy+qD56Tuk85nsLRqLVLLSDO1GGIxmbcOxtBKj3cBiLjUlVLgzKLzA875asuwpJEMGnObMdKQiIjoqcmO8aPMKHmenoggPe04hkO7WzEtIgaIeOdqIt4spjG/6emvQFK6uadHh1S/sPw9KYir5mYK01dd9xOn+16J6HiYgCY6A9y79aOfveWdy+AE0oJNQfdZMW46aXoQMXZXvcc2MrJaxDuXVb0my2fFIg4wm5uWJiIieqq7/8GvP/ylx2LsaMxj6ETNQz5upt4NZPUVGnPT3NcGh5avEbiyikoAiFnUmGvsqAaId74ukvpamYjz2ZDPhlQLnw36bLCnLBohHy/yMTOFGSTVZ9nc+iwiIqKngDWNDcd6a1YddG+zDgMUJsCK9uEy7na7P5s5l6XAqhY1dkQEzkEcxAHT8VQE1cCGcu+vho7GXDWkB8mbLr/kNN8tER0XE9BES919Wz/2Zzf98hDcIJzBapBhuOFqZpECAeYBd9wc9KbLLzaYiPd+MMuGfDbgXCaubD05sv6CTZc970ldVbPZbDQaJ31TREREfffgQ/8cQ0djoVqIuFhMqsVQTJhF1ZDVV2T1lUPL1g8Mnb/8rGcODl9YGzhLpAYYque24rKsttz7IV9bltWXZbUVWX2l94MCOJdltZTFDiG0inysyI/G2AbQ2w9TtRgZWX3i18z4S0REZ5zeheq8YwEV0xVRVjXUGMB07VT6HwCqwbnM+4E0+xeQqqwKgDNTKY9MvaE1HRaLqZR3himA9Vz/Ei06JqCJTl6j0Wg2mwv6Kw42R++46fXnIRuGOIgBOWw/ggBeIJDu8KJ5h/t2jay/YHrzETAd3y1W7xIREZ0ZTlf8DaEViglAzRCKKTNLFdBFPmEaTMstRg5eXGYWkXb4agQg4pwfzGrLRRwgaa0szjuXOV93vibiivxoKCZjaJcbfmfMYQLSwtjChieTgCYiIuqXJxt/X3jVlTqnSir97OYsYLVnX28KmV6wenynWbSyBbSIiJmqRkBSD+gqqSVVnlrTU2SzaBY1dlQLs9ntnkfWnX/id0FEp0XW7wsgomM60hz938980Sr4OsRDCsBBJsuOWBiEm4BGmIeshAvHbcJxxeWXlI9805NgWPrftAv4yT7+JSIiegrYsXNvnh/NsmFXy8xiDG2fDRT5eFZboTGIUycKgVk00/rgOaq585mvLTOLtfoKnw37bFDEmalZTJloEWlN7um0DmS15dXm3zJwW08bSoiYaSymRkbW9O3+iYiI+sGqOug0gRCAwrSsgy5/dJBh+PPaR3YvXxMs1mS5iBNXq9VXiLjUxkpcDTHNVHAiKeA6s5jy1GVZtCnEdXtOm6lpvP66V/Tr3ometlgBTbREHWmOvv9l/2ElfL2qfRZgHNEBdYgBBkv/gM+F909QAA0AG0ZWz1cnbevXn/+WN/7cab9+IiKipc+0KPIxAwBRLWLomGmMLbNgGtWihhzi6gOrnMtMY7fFpJlqzIvOWJFPaCzSll6N7fEj350cazpXT6dPXzIn/sbQDvmYzqnJIiIiesp40dVXHqtIqndPUAYZgBuEq8N5YJm4QXHnIlsG930TewHALIZ2DK1QjHda+/POobx9JG8fCcVkz2ms6tSRRi9Id9evWc8GYIsjI6tfdS0T0ESLjQlooiXqC1s/6rY/vgyuBjEgrXcH4TxkqPqXOyiyWmrpobE9UReOyy/tKXOuHv+uW3vuXXf87kLdAxER0RK2Y8eutBmo6ByOYUrEmQXVIi10zaJpVA0xtFKDDnGZc/VqqK93fiCrL6sNrPS1IXFZDK3W5OOd1n7n6s7Xq1jb/W3TbTdiaGlsm5kAG9az/wYRET01rdm4EceYVNT7Yup4JWVfDnFABpmCAhiArJvYPf0pjXnncHtqX6e1rz21R2OnfN3MTFO3q2rjUbniLUf+lq2ldWT9hZ/8xDtP940S0RNjAppoKdrX3PEnN/92DeIhdcggxCABZkAOjbCV8LWyMnq6Vdah7aPHOef73v3my17ybI0djbnGTgztl/zws/7qzt9j60kiInp6KoukRMy0yI+GYgIQ0xhCS8RrzM1i+YRXJJVWpQbQ1adCjHkspjQWMbSmJnaNH/kuAJ8NpSMw3X9DDGYWQ5jKO4erBbOZ6Qa24CAioqeo41RA97IqBw1AYam3ZAemgIOsaR/tPTjF7tTkSpwXqZprIOWgDYBqSD+qFqqFaUjHX/aSH3z0oQ9z/UvUF+wBTbQU/c6N/3VY3EHEc+AH4DwA6CAkwBxcBglABlGYh3SgBhuE+9RNb3j2dx8+zmnvuuO377v/Kx+947MCuf7al2+6/PmLdD9ERERLkQIoe0QCRT6Wej2bxaIY99kwNMAKgzqXpSNTx2eNeZGPi3gRMTOYThz9boztVB/ts2EA3fUw0tbhYjIWkxDXs+vYABnhMpiIiJ661jQ27G+O9qahu9t2u52gAWjPWMLCrC4AMAVdAfeMiT3/vOqiVr0GwPm6c/UYW72ftm5/DZSDgg0Gi1ltpVkRikmDE5G3vPm1b2XnSaL+YQKaaMnZ09zxzW33jkg9wDqwGiyDDFZJZykHBJuDeFjq/lyHrJf6ZHPnP9x8649tefNxTr7p8os3XX7xIt0JERHREjayfjXwNZFMXCbiRTxEYmhl2TDMQjGRZcPOD8AshlycA+Bc5nwdgHO1qtLK2lN7zaKIF+fEeRFvFgCYhlBMhjDV3SMMYLoXB1RERkYuXPwbJyIiWhwvuOrKzzQ/0vtKai9pc3pIBli12kUsC61sEDYAd9mBf/n82helw3xtyKBmEVZMn7I8lxMnMIgYYPXBs0VcDFO3/vZNl1/6XBY+E/UXW3AQLTmPbvtCBgmGDmwMmsMcUIPUIQNA6ssxBJcBAumYGnAO/Ao4B9l2y7sON4/XiIOIiIiSTZddjLSN18y5mogTOLMYwqRZFEgM7VCMqxbiMtNopnk+HotWKrAScYAVnaMxtEyjiBPxtdpK1U6RH21N7m5N7u5puJFMbxNO37AHNBERPYW98Oor577YO4HQAb7KREdYtwg6HdCGCWSkfXRt63C3rbOIc+JDPiniqzz29K4jEQHgfdkOK8bO+nXnMvtM1HdMQBOdvEaj0Ww2T/tp//72D9fhDKbAMGQZXAbJRDIgg2TAAGQQkr6vi6yEXy21tAGpBvncLbee9kuaq9lsNhqNRfhFREREs5yu+DsycmEaWBRDu+gc7ZllpCFMqRYQmJnGTgyTKWVcq68QV+ueIRatUEypFqmWK4bW1MTOo4f+eWp8Z5GPxZj37AsuT420WXjW6yeM8ZeIiPrlJOKvAfPGvN7mGx5Sg6RCKwE8JFY1WGmQQh3yk7sfvaB1RLXI24dCPt5pHwyhLeJ7ztQ9tcBUnBNxRT5W5Ec3jKw9ufvtxfhLdIqYgCZaWnY3tz+67QsAtNqF5IBBkUHIgEhdJJVC16oHxRlklfgUcgXwwDe33vndbff39y6IiIiWvisuv2Rk5MIYOuK883Uz1dgxDTCFaQxTsZgyU0DMVDWPoa0xF3EpBx3yiVBMxNgyU4jE0NHYCcWEQMSlNneW2kz3MLNYrsTNRtavZl8sIiJ6CvvpzTekb2bloKfbNgNFqlyuWnNkggFxCgxChiBT0AImwEj7SNE50p7a12kfCsVUtZ1IupXRSJuTzCBexBf5eCjGNqy/kOXPREsBE9BES8tXt90LSLU2RQYMiDiIg9Th6nB1kUwkE/GQAbjlcEPVI18HLIdbBnfXTb9ylI04iIiInsgVl11smhedI0XniFkERGNR9ceAWYzFZCymuoXMZpqKpkW8am6mpsEsmgaIS/G5nFgIEYiZWbfqubvcFoEIYG9508/34Z6JiIgW0ZrGhnl3/XRfjDOf1rbNFBZg49XLR6HpmPX5FMSlmcDVBMIIi2Zq0FRvnaJ5yCdDMQEDh/0SLRFMQBMtIfuaOz588++kh8AB1kacgLZhU6YBVnXIEg84SOqWdQ58G5qe/A7CDcBlkInmzg//yDXbtz3Q7xsiIiJa0kZGLkjp5rSrt8iPxtgORUs1AOgubmMxFYuWaTCNMDWLZjGrDZsVgIo45wdcd5Jhz15gEUE5q3Ams+uvfcWrrv3xxbpRIiKi/rjkqittdgH0bAXKZ78pgqYcdOzJQR9GVNjafPKHJ/b2fM5EnDgPMdNgGlRDeY4yFNuc2msi6g8moImWkG9su/fx5nYAk9AWtGOWw45aHEc8YnHCYnd3UtVzQ+pwAArYAGQYDkAGGYJrN3d9+qY3MAdNRER0HBs3jFhPgjiEqdRGo9M60GkdLIqJGDuqhWquWoQwFcKkah6Lqbx9sD21N4aWmYl4szQESQxqMIGkxXa3chqAdaM3cNmlz3nfu9/SjzsmIiJaVJdcfeX0iMCZeqcRxpnvd8wARFgLmsJnB+aBy8f3rutMzuz7LM7VJX2JhzgRAURERjaseeubXnv6b4mInjwmoImWir3NHR+5+XcdBIACY4jDcMvhzkW2HK4OmYQesdCycv9Ris8dWB2uBtEqZnsgzXAomrvufBnroImIiI6p6rZh3b7MGnMREXFmMYapGNrpKxSToZgIxYRqbhY15gCqh8Ip1xzVQmohbdB0UsDmlH3Zda982Sc/sRgTg4mIiPrupzbfcJw6ZFflkiMQeo4yoG0KoIC1oGl70Tg0Av/u4LdX5+O94wcNkJ68c/mi2XWv/JFNlz1/4W6NiE4cE9BES8Xntn5kb3NHVgXRACwXPwwnwArxZ4lfJd4gE4ht09QkOsImEGuQAUiAdWAKE8hgNT64DvnLl137ta139PfWiIiIliazovymekW1MIvdtzW2p39MMbpnDW3QrDZkZiPrL0wbgZGqoU3LYYZp8296xaJqePMbbnjfu9+8CLdGRES0RPz05hu6RdCznstq2WcSvqfKKolVDjrAJqFpSuERxAL20sM7VnfGq1N2y6FT9tlMo1l88xte9dY3/tzC3xwRnRAmoIlOXqPRaDabp+VUe5s7PnLz73R/FOBs+CFItXJFhClQhxgwBe2YKTAJzSA1iAOG4CKs+9A4PQ7OIHXIZ2964/e23X9arpOIiKjvTmP83TCyVsSluYLdfhkai95jNHZUc1Tr2+6IQpg5cTCMrD/vrjt+66/ufAcA5zLnaiKZOG9QjbnGTowd1QCN11/zo29942tOy5UTEREtspOOv5dcfaUeuxdzdwKhAKmFs6u+FEjDkAKsXeWaW7AVMX/pkR3liN9plrLPAN7yhtcw+0y0pDABTbQk/N3WDwskgzhgEJJB1knNQVLqOYcVMAfxEEA6sDZUYa7qtjEAV4N4SIAV0BwmEAfxIjWR5fB/+bJrm6c1B91sNhuNxmk8IRERUV+YxTKzXK2Nqw4b0/0lTUPKQWPG7mD12YBz/n3vfvOGkdWbLnv+lx/YevmlzzEYREScSFbNJLSRkQvf8safO/W+z4y/RER0xvmpzTcc591ZDTo6sFkp6RyWwwzIqwOnoKti/tMHvpN2F5Wjg01NIyBveeNr3vqm05x9ZvwlOkVZvy+AiADgK/fc6wEH1OEi9Gw4BTzEAwEwwEFi1UdSgBzWgjpIHZJBPOAgDugAHRiAWpmDhgAQDJv7xMuufeXn72hcdXmfb5WIiGgJMRExWM8wIwFMtRCXSQqkIlJWYqFnoxGcqzlfX7d21eWXPje9OjJy4V/d+Y53vPNP3/HOPy3Pbjqy/vxXXfcTr7ruJzaMrF7E+yIiIlpCLr7qyq9vu1eO8a4CvufHHFaD9L5igMIMchhxJZyHjEPX5RP//uB37zp748j6Cwy6cWTdhpHVIyMXnvbsMxGdOiagifpvd3PHV7d9YQW8BwqYAQOQoSr7PACoWV0cACfwZg4yBe3AhiEOyFKqWiBwamqwcehyeJ8WzYDAnIia+7ub3vhfv/tgv2+XiIhoqdiwYR0gME3rXDNLI4wAxNgBIJIJHJwgNemo2jqbKSAxtnfvmZh1zre+6eevv/bl993/qJm9+vqfXPR7IiIiWnJ+6rU3fH3bvTj2NEKduUO/gGFmDhrVxMJx6Cp4D0xBL8wn/+THn/PvP/SehblqIjpt2IKDqP/2NLcDKGACqUECrCaSQQJMYRlQEwFMAG/IIAOQVBMNoCzCkrICelCkDteGFTApC7eQwTlIDZI3d3EgIRER0QyS/nu4ZzxSYhqKqRgmQzFedA6H/GjRORKKcbNYpaEh4sXV77zr3lmn3DCy+lXX/QSzz0RERMmPb3415ss+W08A1plvFWUjSnigVrajLKVRhDVIAXtw68c/e/OtC3ntRHQaMAFN1H9f2XbvAJyHdBs9B0BhASbAFBRVh41MJHWIlqrwOYNkVbGWAB5SF1GggFo1wAGw9NkBuD3bWAFNRERUSdOLBABEBDBUyeXUi6M7cjB9Y2Zp4FHZMNpgFj8xJwFNREREszz/qivmvpiGE1qVgLZqYZu+FAhm3cN6HYUeQexAJ6GfueXWL239+CLcAhGdNCagifrv0Xu+0H2YmwLtqOUBcJA2zEE6ZgZzkAxSl7Lvc+qKlTYl+bLVhjjAgFp6XFzNBO7Gbyf4zj2ncxQhERHRGW3DhrUiTiApEy2Svu3moGGmVTjt6vlRoDG/7/6vPPDQNxftmomIiM5Er3jtq+d9vTe5HGERSF8pGEegbVYAARaBlllulsMK2AQ0DUDqwD560+sfYQ6aaAljApqo/1zPk970Yw77lrVT0J2AFrBQlTMLZEBkFZyWe5QsmoXpfUsSDQNwHVisCrik/IKHrGqM9OkuiYiIlqryAS4ADzgR6RY+AzCL5buzM9GAmWoByB1/sW2xrpWIiOiM9JObb9B5QinQ3VdUZpynv9cqGR3MzKBmCgRYMAtmajYODTAD2rA7bnr9P7AXB9FSxQQ0Uf+NNBp1CKocdMom57CvWesggsImoW3TmNpAAx6yTPwQJMAOIR5B3GfhqMWOmcIywUp4B7SgCvTWVhuwHfmpX3Cz2Ww0Gqd+HiIior4bWb8aAESqJ8IARESAKOUDXKjO6Etppin1HGMBAOLu/Iu7F+FSGX+JiOiM9uObbzhGAnpGi41ZDTe63TlmSQ06xqtnxi3YZ2+59dZnvri5bcau34PN0VO8bMZfolOX9fsCiM5sjUbj1KNRDlMgq+qUa5A0YDCH/Yt1FDhHPABn4mA1SCaiMAUGIMvhFIiwo4j7UYiV3TkMaEFbppl4ma6eRm3j2tNy40RERH10WuJvsumy533szr3dJ7ZmaZ3rRKRc64rAoBbEnJmaKUxDmBKI83WYiTiFPPDQty57yQ+e+vUQEREtWacYf2/c8vbPbP3IvG8ZTLqxGFCY65k6aNWm4V5lq0lBGzoEB6AF29fc8Ucv+4/nNEZesvn6yebOb2y9w0MMkMbai3/+WgOev/nao9tHn3HV5Sd3C0R0cpiAJuq/5119xT9s/chZZT9nnIVsrKpTFuAA4kGLA5CLpL4Kvpt0ziARJhAHM8gyyDI4AwYgDlITdMza0NxsCDIoLoN42CD3PRAREc0hIt1v1q097/prfnTT5Rff/+A3fu9dHy6PMIQwBcAsCgSmEI9ywYyR9Rcw+0xERHR8axobnnfVpn/edr9UCeVuXbOcQA561pRCX8XuCLSgA3AApmBDkLHmzs/dfOs58DVIGzYMN9nc9Y+33CqQv77lHQ64ZPN1P/eh9y7mvRM9zTEBTdR/L7jqygLWgq6octA1SGp91Y23ATYBjbBByFGT1KmjgAXYINxQqtQqZxKKmeVmgAQYYBOIy805iADfz61DREREPUbWX9ATb2392vPe++43bLrs+QA2Xfa86175so/d8ZnRXQc+fufnATjnu2vj1J0DZgZ98Qsbi3/lREREZ5wff+0N3+ppkdHNQffWOEvPK72qrDRcapAFpEnBTiQCBawGSVOUWsAw3Di0BnHAfoQp2CRiOk0HdvfWj75483Xff9Wmhb9jIgKYgCZaCtY0NiiQwyIsgwBYAXcEsRt9BaiL1CHnwgOSQ/cjtGGpV2VdYEDHdAo2CU1nyCAGS3ltAw4hngefQb5xy+//0NVXjFx1WV/vmIiIaKkYGVkt1RDC9evO/6s7fmdk5MLuuxtGVr/1TZsBvOUNN4zu3Hvruz/yD5/5dnpLxAFipjG0rn3ly/py8URERGeW5//oK6aGz1s2dQA95czdRLPCyvELAACD+ZmzyyIMkJR3TlJtlgcKwAEeAiAC49BJ6DK4AgagBqlBAkwgHgiwvc0dTEATLRpuxidaElY3NhgQYDURDwzD+Z6xhHURAVrQXQj7ESahOWwKGoFJ6KTZQYv7Eceg6cFvAZuETkKPILZgOawN24/YgQXYR172yh3bHuj3HRMRES0JI+vPHxg6/6KLnjmyfnb2udeGkdWbLnv+XXf87uWXPgcAYGYxhlYoJi598b+54vIXLOY1ExERnaHe/f6/bJ//vFmlzb3NnQ3TyWUD4nR6uiyJjjCd8dky4xxgHVisDq9BhiEp+5zaVxawKegY9JDFQxa/dM8XTv/tEdExMAFNtCS84Koru3G0LjIobiVc2iDkq3jsgBpQh6TOGxHWgragRxAnYRFQWAHrwHLYBOIkNMDSlwfGoS1oB2bA3Te/s2+3SkREtJRsuuz5WW346quv+uL9HzpW9nnG8Zc/30xVVUOuWqxfd95b3viaRbhOIiKiM93OXQf++tPfDGteUgycdZzDbGbvjThfL45EertoVTloAHWgBmj1bgt6GDGHBaAwy0QAfGPbvad+R0R0gtiCg2hJUJiU+4nKjUgrxR+06CEeomZOxIA2bBJBAIEYkMNGrVgmDtVAhtysLuIhrspcVxuaRKEtmIcZsGvbA9/Zdv+zOPmXiIgIWLN6+V1/8+Xfufk/nuDxb33Tzw0tv2hk/YUbNqxO3aKJiIjoCb3rfZ/I6isBTH3fz9a+cbvM7Pvcm2WeNYEw9hyJnk4dMqN4upuD1ggBzAEC6UABpJFIEWrVmfc0dyzkvRLRDKyAJloSLrn6SpsZVqUaRXgQIYc5QwGLMAdRSEo3F2ZpFnD6sWMmAq02JRVABwjVuw4SYG3YFDSHPbL1432+ZyIioqXhkueem9WGdz1++MQ/8tY3/fyrrnsFs89EREQnaOeuA3/1N19OVVJx1TM7Z10064C5Oejed2fNJExV0r3p59QA2kMUKGAKBKCoPpROrgYv0m13uZc5aKLFwgQ00SlpNBrNZvPUz/PTm2/oDv9NBLICToHU6Dl154hADtOerlioPpWbuSr8alVMDSDAUmPo3KwDK6AKDME9vPXjB0423DabzUajcXKfJSIiOnWnK/4mmy57foitD37o/tN1wgXC+EtERP11KvH3gYe+Ja4u4tOP7R+4Tme31gBmJprn5qB1+q0yp2wwATKImzG9EKFn1eyqHtDpe1S5sK+eWBcOxl+iU8cENNFS8RObbyhgMAjgAAcsg6vyzjYJbZnFKqEcgVB9sFv73EuBAEuv5aZtqMImTMdMHbAX4XEr/uKWdyzi/RERES1Rmy57/sSR7971qa+8/N+/75Evb+/35RARET3VjO7c+4a3vl/EmxYiAogNnt1uvGJuZZX1fNPNL8vMA7qVzqk2KxrC7BotAIiwtMNYYeWAJRFUsw17y7aIaKExAU20VFx89RUGc1I+kk1RNsIMJhAH6cAmLYb0ONdMqxDbMZP5TmhAAYtmETNKpgNwCOEs8dtu/+jB5ugi3BoREdFStmFkdSgmxg7/62PN7a/773c+/KXH+n1FRERETymjo3tEHATiajCYqZkVF/14GDxn1pE2uxHHPHXQ3cRx92AFivly0AFWwALM0pdZx7RjqnMGGxLRgmICmmip+MnNN7Rhk6Y9r0kNEqd/tAhMmnasnO2LKmr2lj8rTIGO6aTpmMWp7i4lkQxyrmQKO2CxBhkW9y/b7lvQmyIiIjojNDaOaMxbk49PHH3srk99pd+XQ0RE9NQiDhARB5hVVc5mOqsIOq1r57R7nicHHebkoNOQJO35UXsqqRWIVhY+a3XAbvaAJlosTEATLSHrGhsPI+630J1DKECK0K4nsrahBSwCHdgkdAo6ZvFw9XXI4oTFDiw9FlagDQWQGVaJP4j4mBUZJINEYHeTG42JiIiwYWSNc14gBtz11196UgMJiYiI6Pjuf+Brzg8AsLIQOcTYVi2KCy+Jg2fPLUaem4Oee0y3y7NWSe20V9hgOjeFbTZr6hJmzjAkogXFBDTREnLxVVcY0Ibus1CkbtDVY1sH6QbdSeg4Yg7Vaj9RDiuqrwjroLeMGlblrEeteNyKAQgAhTng+6/atPi3SUREtNRs+6f7Y+gAEPFR87/864f7fUVERERPHfc/+DXAUhLYLKgWsPLHyR+4ft6PzJt0niViOq1sgBN4SSto634BiHOyz0w9Ey0yJqCJlpAXXH1luTkIGDMNZh6SwzzKUQkADLYKfrAnYlYzf6cpMCsHHYEJ6CS0DgFQhxSwCxobLmhsWIT7IiIiWsp27HhcxIdiMoSWiNdY3PWpr/X7ooiIiJ467n/wG2Wu2Cw1gO5WKodVzyzOesa8ueYn7MWBag6hQABEg1pP2w2bnk8okFhVSXftZQsOosXCBDTRqWo2m6frVL3tqzxQVI9zW2UYLd8CsAK+9kQ56NR5Q6tOHTnggSE4AQYgHVi+cTUT0EREdIY6jfF3x+jjAERcLFqTY49Njj32za/e874//MzpOj8REdFTxknE3x2juwFARMSZpSFHqRRaNYYY2kefe5Me47PdGmdUH9OqWWXVshKxpyW0Amrll/V8KvZkno0V0ESLjgloolPSaDRO49lecNUVACJgsBym1eNcAw4jtqC9obcG8ZDePUS9OWgDIjAFnYAWMA8xWK17gGC75edtPMnsc7PZPL03TkRE9KSc3jC0Y0dKQHuIqBaqwUz/4I+/8PKfff9p/C2njvGXiIj66+TC0Ec//mmgzAcbygpomJqpmQIwYPy5vzA3By1ptOCcHHSY053DelpCz3rdelbNva/jhNPQjL9Ep44JaKIlZG1j49tu+0BKOnf/caagqEAbNo6Yw9rQlJ6uQQar3tBaPQqO1Vd6xUNcFVhT/40p6GOWn9cYuXHL2/txl0REREvLq1/1b9M3Ir4awYAY27v3TH7xK7v6eGFERERPAffd/2UA4usx5qbRTIFyFmHZrhkozmrkZ12EnqRw95u5OWiUZVszpBx0b1donXPMrOOJaNEwAU20tPzE5ht+9bYPClDAUg8Ng3VDrwI5bAx6BLEFbUFbsDasDeuUowhn9MlKW43Sk+RU/nwQ8TDi6saG937+06vZf4OIiAgAcPllzwNMxFXFUi6G9n953WUvunhdvy+NiIjozDY6ukfEmQaYqnZMg8Y8ZZ+7eWXV4vDGH+0WQc+qTbaqF0dv1jgVXc2i1RL4RPLLzEETLRomoImWnB/f/Oo33vaBFHEDDJAn1aBK5nyvsAArYPsQO9A1jY3vY/aZiIiox10f/61LX/xs1QIQMzOLv/gLV/63X/h/+n1dREREZ7ztO3Y5P2QazGJqu6GxCMVUCC3VjmoeiqnW5L6W6YF1V8qxO2NoWdRss16Ze1icrx0HejLOqbnH7ub2U7w1IjpBTEATLUU/tvnVr97ytgLWgcmTH5DQjdlVdw4LsDYMwOrGhvd+/m/XMPtMREQ00/ve9cb16843izG0r7/mR978K9f1+4qIiIjOeDt2PA5xIt5gGgtAVCMgZgGAGVRD0TlipiIycfazWstWH2sBbLBYfXVf1JkDBnteN505eFCrb6oeHSyAJlo8Wb8vgIjm95otb/viPf9077Z/8kBvDvoEg2Qa8GAzW1+9dsvbbmLfZyIiovmMjFz4yTvf8e+uecv11/zYW9/0c2PNnQBGt90/uu2BI82dY9tHV24cKWBNGxfg8ObRsxsj/b5kIiKiM4KpBi+ZWUo9R8ALPAxmIYaWQUUAeED3r7vi/F1fGJrce6wS5li1qezOOkrdn/2crcOpcYeb2aay+xYRLSYmoImWrh977avv2/ZP6Xs7gRG9Pa2fy2+7qefVjQ0/vvnVzD4TEREdx8jIhV9+8E8PNkc/c/Otn7vl1iGIg9QgA5BByP7mLgH22pgAf/7My2uNdc/++Wuu2vKmfl81ERHREidmwSwKMphBzCyKeFjUGFSLdAxgIhLqy/etvXzDt++S46aJAyybk4N2gJ+zbtb5VtN6jB4dRLRA2IKDaOlas3GjgwikO8Y3faM9mWXt2YUUYZqmCc/cYXRBY+T3P/+3zD4TERE9oe9su//DN/3y3bfcuhJuBfw58MvhcthhxAloBxZgAqnDafPxb97y+7/n199787v6fdVERERL1I7Rx800hnZKOptFAGUnaC005jLdQhIiDkBRG9614aXHqsHqvhhmNtkAoOUUpekjuwfbjMPKn/Zu33Gqt0dEJ4YV0ESnpNFobN++UIMLXnD1lWsbGw41d/a+aDO/tzkv9na2qgHPaVz0/u995fRe2Pbt2xuNxuk9JxER0YlbiPi7v7nj/q0f++wttw7DrYIfgqwUPwgHYMg0hwXYcnGZSQbURTI4hQ3Dff2W93jgsi1vPL3XMxfjLxER9dfJxV8RZxZjMZXVlpsG+DoAs2gGmW6bIagS0DBrL1tz6PznnrP/62lhe6zayQCrzem8oTA350X0TEh6stfP+Et06lgBTbSkvfCqKwVwVUXz3CG/NvMLQITlsAJmwGrUztq+d+vLXtmHSyciIjqjPLT145+55dY6ZAXcIFwGaZkFmAID4obELRfvIANwAngAgId4yLC4b/zP329uu7/PN0BERLT0bBhZK3AwM2goplQLWBLnNGc2MxWIc5mIP3L+81vDF6Sklc5/bgCIZT9oeMADLvXyOGb7DutNTLMLB9GiYQKaaEn7/277w4uvugKQtL2o+7S2t8tz2mcUYQWsBQ1ABhmCqwEeGIce3fbwfbdwdzAREdExffbmW//+lt+rQVbBD8GltpIZpIAVsFi2lUybB613OLAAHjII9xc3/Uq/Lp6IiGjJ2rBhLQBLOWSzGNp550gsplIO2kzNomk0LVSDmUIEkp7zyr61l82Xepbul0COldWyY6etu6059jTZgoNokTABTbTUve22D6anuC1YCzoFnUScgqYy5xwaYAZkkJVw5yNbAVeHAIiAh2SQFvTRW97zPVZmERERzeezN9/6uVtuNWAIbgBuEFKHeEhNxAxWPgMGylIpmVswVcD+pfnYH974S4t74URERGeCMkssZQNojTG2i3w8FBOhmIqhozE3m5UuFgCxvnz3xh85Vt5KZtY7z1vOPCcHPW9baSJacExAEy11qxsb/ux7X7txy9tr5ZBfs3LPLxzgIKlc61xkqU9ld1hwDQLAgHFoMHBEEhER0Vx/d/PvbbvlnQoMQJbB1SEZpCYyLOKBetWc0mDVEOA07Fe6y90A22Mhg3xh60f3sZaKiIhoppH1F8K07O8Mm5kEnr8NRhl+Da3hC9vDF8xMG5cfkSqllfYHzy157maoZ2Wdj92gg4gWChPQREvFFx/d+cVHR+d9a01jw+Ytb7vze9943Za3a8/khNWNjTdteXtWjfpNcVQgaV7wACRKylljEnHHtge+vPWOxbwjIiKiJe6+rR/bdss765AIWw5fh9QgrvqqQwYgGcRDACgs7TqKsABL/a8irGVWB5bBO+Cb2+7r9z0REREtLRs2rOtNAlfFzmaW8sDzZYOr1hoibvczfspVB3UPddU8hlmfT6eWslpr+rdKz8E250UiWmhZvy+AiADgg//n3j/+s2+YFqr52jWrfubHv/8XX3fFrGPWNDb8wpa3/8KWt3/pni8A+NS2zwP4hS1v//Obf8cDbSgABSLMAzXIIFyEtaED8B4iwF/c9PoXbL528e+OiIhoCTrUHP34Ta8/F14BD9SAGsTNrJZKu44AM0iEqSECAAozVClpBxmEG4YCsp8V0ERERDONrD+/G1qtWwptNrOplUn1c9rUK+KcHxBfg1leX+46bave8j3Z5y5X7hguU89zHXc4IREtLFZAE/XfXZ/68h/96Vecr8fYiTHfuevA+z74mRt/8c+PdfwLr77y3MZIs9m85557AFzY2AAgh6Wu0Naz1QhAqAYVGjAI9/DWjy/OTRERES1xf3rTf18JZ0AHuhJ+EC6VU6Vdv6m6WavdRekjEWawAjYBHYdOwUJVbHU2/Nnif+iqTX27HyIioiXpik0vAizGtpYDjICqb0Y3J2zlzwI4cZn3A1ltmfP1dHB72VpUVVZDcMOQgZ6vNLwhg3RXwXPbbqBsojWdf07H7OaTY6JFwQQ00SnZuHFjs9k8lTM8/KXvbfntz/lsOOTjgNOYF51xs/jwl5sv/9n3P/Ll7XM/0mw2X/rSl6bs80UXXXTEAmbGVwFc9fRYYUcR0/fDcA/f8u5TudruBWzcuPHUz0NERHRyTj3+/tPWjz6+7UEALagDOrAJxEnoOHTStG1aWNlkw8ovqAGCABSwFrSARZR10OlZbxsmC7mdl/GXiIj66+Ti78i6800jzMxC1E7ZgsNS3jn14TARAUTEe19zribdFhwQAMXytdWPaWeS+J4vd4zg2/uqdjPf8717fIy/RKeOLTiI+mnnroM3/dLHhobXxNgWyTROqhZmhbgaDLv3Tt70Sx/7mR//N4/vPvr47iOP7xkXcWZWdA7VVv3ssuyxIxN40eWbv/HZT62vTihz/gQQYeOIq+ANKJq7/nXbff+G9VlERPQ0dqg5+uGbfnkV/ATUAwrUAFT7dhMTdMcMKhBgEThosQ1NC91uj440m6ENWw5n3NpLREQ007rQ7vZwNlONbQEgXsTBGQCRDBDnsm7eeZbu0KOkmn40/eOsb7qkZ4TSrNeJaDGxApqob0Z37nvbb358YPBciIMhhlaMHUBEak4y0wCDiP+bv//Xr3zjyN79oVY/qzZwzsDQecvO+r7lZz1rz/58z/78O6PnDPzAa+LAqt4zS7l7uIy1Boyj3OzkIP+y9RP9uF0iIqKl4i9u+V0BJqBnwa9G7ULUVsGvhF8Fvxxumbi6SA3iq3iqsGg2CT2EmFp0pNdTJjotauuAAw5sn3+eMBER0dPTWHPnAze/+4WdSYNa2QNDzBQws2imZsFM08CFmc9xpzPM7XN+wKpGWOml2H1vzjfoeWVWK61uj2kmoIkWGSugifrm4S9976vfHB9atlY1VytibIv4GNoiLkZzzptGEe/9oM8GnR+EqcEESDHUuQyAz4bN7Oilb3ftQ/7wdwCDKTSIFutWn/XKlz/rn7fd19z2gALj0Bokg+zc9kCf75yIiKh/9jV3fGXrHZNmGyVrSL0GEaANK2Bq5kUcxFfJZZTLXUTgMEJa+grEQaQq5Uh/CrAKvsYlLRERUY/RbQ8c2PbgqmVnT5cjl8w0iPhqS5GZmJhBqnoqw/Q8wvxomhgcgaxqeKWAq0qhZ2Wf5w4blHL3kknP8Z5Rm2ixMAFN1B87Hz/0V3/71YHBcwFozEM+bqYxTKXHsVXANXE1wAFeIBAvM3YeOQAimTgAZsMXhOELzBRQi4XBvqNhy9+3/uvr3vTT/+us0X/47PZtD7S2PeyAi3/+2j7dNBERUf998Kb/NgjZDz0CPWRhpfhhuDpEYU5EIK4n+2zTXzYOBVLfSrhq3q8AArFyMWz/uu2+yzdf38e7IyIiWjrGmjsfuuVdNQhipwqh3V4cJimNbB4Qg4pZT3Fyiq7leTLJtBx0NN17Q3vaYc0yNyXdfV2e6BgiWghMQBP1x8OPfOer3xwfHDrfNKgGQFQLES9iqkFcHeIBqOYiXtQ5XxPxAFAWQacdwBDnAMAstYcW5wE1yUwjXM25+h9t/fIHQ2vNhcP/6/duffELnzHe3Lmisf4YF0VERPQUt7u546F7vrBGsrq4DnQSVjOtiXhIBinMVEwg0lNdlcYP5kALWq+6P6cqaQC+mvqb/jzcZAsOIiKi0q5tD3Sauyaga9pHcNZalG02yky0wUxVPGBqZSVzb4YZgIjzAnNTEwA8ZCV8JtNTB4NZhElPWTWqiOzmq4PuSTuXRV97mtvXNDYswK0T0QzsAU3UB6M79/3qb3y4Vl8B8WYaQ8tMTYNZVC3KyQyaQ6RWXzE4fH59YJVzmZSciJM0JDgtgVFuBRbn0itSDnCoOV/32VBt4Kz9h+Q/vf4vf+2WTzL7TERET2df23avh2y3ogM1oA1twcZNI8wBEERDhBVAAStgARZhELSg6b+brYy7kJ6tuylPvQwubPvicy565j333NO3OyQiIloadje3p/lDBxAMGC4mAczKCVfNoDV9b1WXZxHv3ICvDYo4gcsgHuIFmN5+lLpPln06/HxtnWVmyfOst2ZfChEtJCagifrg9z/wN/XB89LsBbMISAxtAUyLdICIrw+ePTh0nnM1QMzm62GVirCmJyGlaFz9KSlHnbLV3rma94N/+w+PveI/fODhLz22eLdKRES0lHzq9j8vYABapgp0YJPQCORmBqR+0MFMYZoqswAFCrNJxAySenFgzmrWQ+pIzaPlZbLixhtvvPHGG/txf0REREvF+Pade7Y9WMCmYAqsyqdSojnGTigmNXZUC9VgGtUCUgtKiMA5V/e+5lx3yAIGJ3a5amdSYkCwGWtkd4wc9FzSs4GJiBYHE9BEp6rZbD6p40dH9/zlXz+S1ZaJy2CqGs0ioGZqabULceIEXmNhMI0dQM3Kx8JzSU9QNevO9e2uj0XEi/PiMufr+w7qf379XR/4k20nda+lZrPZaDRO5QxERESn6MnG32TX9u05zAEKtKB5SkZDc1iaZZQJUOagEYDCtGN6EMGAetV2Q6oYmzpBZ+WX1CF1yOrt+x+9+58ajcZFF110ekuhGX+JiKjvTjz+fvue+71gCtaBFrDhqtwqMU2bgINaYRYtBos5xInz3XVtt/nk4MQuL4g9OeO0csbMVs6uJ8mVHiHPu4TudvA4wYwY4y/RqWMCmuiUnEQceuDhb9Xqq7LaMuey1HkDGs1i1E6120iKYiLGtkFhMIuqmiKw2TyPaa38w2Y0ubIZraKB1LvDizjn63+09cv/4+a/PIn7JSIiWgpOeh1okA6sBnFA21SBCWjZbcNMAYEoJIe1THOzKehBRAVqkEG4rHrEm0FqkPRnTSTracqxHP7uW965ZcuWu+++O5VCf/HRnZf8P++/5Ko/uOSqP/iDP7r7dP5FEBERLaInFX/3bHswN2tDDWhBh2IBi913u/VVaZGrWgBiWmgsUl+OtBVYAJ+PnTP+eG/2ymBhvqUxqsfDeuwhhA5ix0hME9HCYQKaaLF94q57s9oywEEEAtNCrTANMAWsPbVv7NC/To7tyDuHRTLVwkw1tqtPzwizqp0iPxry8eq9bva5jKcy3ZcjtYwWEQ9xztU//bntb//NTyzGDRMRES0Zrip/HoQDEGAB1oZ2YCkNreV/H4sBATYOBeCBZXAp45wqrYZEhsQNiGSp41VPo0kPfHfrJ/5l232NRuOxxx5rNBrX/Icr885h74d8NvzBDz34ll+7va9/B0RERAtud3PHnm0PtmEtaADaphbzKuncnTOYiqlSA+gIQGNuFk2jWawOloHO+ArxvQvhYk72OeWUIxABPUbnDfSkwI51ABEtECagiRbV6Oieh7/0WJoimHpAqwWNuWows7x9pN0+BCCrLTeNrck9AAAzizFMmamVg4JDjO1QTMTQNlNxWSiminysyMdimOpmn7sDHIAyBy2QVAoNEefrf/ePo8xBExHR04oCHjCggNXgIiyDpCLoNkwNBvMCBxgwCTXAAyvhHaQOWQGfJv+mhtE1SA2oQXyakZRaV0IG4R66+d3pN6ZS6D2jn9+/+4EDex5utw7+xScfvuoVv9HfvwciIqIFtbe5vQ1zsHGowtqwZcWkzaw8NktlzgozMzWoagFAtTCN5QZfwTm7H1LADA7wgBoAcdWXVBXN8w9N6vnRd39vz+u7t+84/TdPRHMwAU20qEZ37Yf4MhqawdQsxNACoJq3p/YLIC6rD6wSEY2dIj8aY1u1CMXY1Pj21sTo1NhjoRiPoS3Oi6uZxhjaAERq3g/CkLcPhWLiGBMV0mTC6k+X/e0/PPaXf/3IYv4NEBER9dHFV12BauUZYQUshw3BTUEVmIKawUEySIQZLAPOQeYhHhiADEI8oLBieuqCuJ5VrlTNKHdve/Ddz3zJP958K4BGo3HD9T9T5GOmIZV9Nbdvf8/7/6o/fwVEREQL7//c/Nup30WAFWZtKADT0HuMmVYDjQyAaQSgGmBW1UGb74ydNb4zWjl9QSC9Bc4GKEyOMYEQPdG5O9DQet4SVkITLZas3xdA9PRy67s/bBrMYop0qkWKwWaxNbk3HeMkE3FpeZu39gPqa8tr9ZXODwAC0xhSX45CNeadcSnbbDgR7/yAQVSjdo74bND7QQA2/8NgE3HeD/z6//r0S170zHVrz1nMvwciIqLFt3PXgY9/bvv5QIAJnIcoMIaYhgdOIJ6HrAVbBqmJDJurQSIMgAfqkBpcG5q6cERYgNV7Fq7VItacIAMGTULz8a/c8p6v/ekdF//8dStisGr4kvODoRgb3bW/D38FREREi8JV2V5nkkb+WtqjizLbDBGYaQziMtUo4syiSM00wHvVAHFOXD0fzyDdzh0R5nqCr/YsdXuaesy6EulOLLSZBzP9TLRoWAFNtKh27NgFlKHYzMw0xg5gL37RM/Y0/+pLD9z25je8OqsP+6yeZcPi0kwj59yAxhBjXuTjRTGpmnpUiojrNsZSjemAUEyGYjKGTpFPFPnRmb9fzRTQ6W7R4moDZ72dAwmJiOhp4G1bPj4wdF4KnGmu4DK4YbgpqABt2CGEQRGFDQCD4gbgBDIFLWAZXE2kDskgHhKA3Ky77u3tAS1ABhkUtwxuBXy9ueeRW9792If+TLUQSdt/DaYvunhdv/4eiIiIFtqu7dsFSDMHW1ADIjBQtoGe7hWpWqgWMUzFMBWKcbW0VQgiDmbi/KrHH/CYLpPuzS/HOdnmWaXQUnahnP3ZngLqY+wcJqLTjQlookW16fJLAGjMQ2gBKhDTwsxe/4s/vXPXwYe/+L0vf22P83VAYuxozDW0Y8xDMVnkY7FomQaNed4+3GrtC8VkUUx02gfbU/s7rQNFZywUUxo7AJyruWzAZ0MG12kdCPkEbDrgWvd7g0Ag7ktfefyhR77dv78VIiKihdVsNt/5no8++vVDWHNZGDwbQIR1YDnMAXVIDhuGU+CABTW0zRxQFxmEGJDD0mpZqsG+CsuhKQedXvRIvSnFp2MMy8TVRTKRZXCXT40J4FwNgHP1kZG1f/SHv/fSl760338xREREC2UvgpcyTWzAOY2RCxsbMD2HEOU31StmarFIcwgBmOlQ+/DZ4zt1+tBpc7PPXan1h4NUNdEzRhb2pKdnZ7SJaOEwAU10ShqNRrPZPMGDb7755tu3bk3hL+RH0xNd07hu7aqHv/id/+flv/aWX7v9wYf/xSwW+VgspkJoRS3S/F+NeVFM5J2joZhUzU2DWuye2UxV8xhaoWgV+Xiej4V8ougcDfl4CO1QTOTtg6oxPV42i2YRpmnfk4h3rvbLb3zHPffcc4I3cuK3TEREtBCebPx96Utf+q733uFrw87V4qpnSVUk1THLq3XpGGIEABmDjkNbZg6oiQzBpfrojhlgHkgDCSOQl9HUZHoaEjyQQYbEAXCQAZR102dVD4nNwqUv/oG777776quvvuiiixh/iYjoTHHi8ddBdlh+FnwmUNi5jZG3fOgDIyOr50v5lhlmEVErDFbk46bx2XsfveobHz5bsiERd+zs83HaaFhPqfXcg0889cz4S3TqmIAmWgzNZvPGG2+8/fbbf+1tv6waivYRg8XQisVU3jm0c9f+933ws87VLG1BikUoJmPsmEbTEGOed46G0Oqd2CDiRHr//YqIcy4TEaQK62IyhJaZauwU+djUxK6piR2qsco+m6U2HGYC8dnQobFlaX1+gnfUaDRO318PERHRgujG3z/7808Mr9jgxIs4DJ2Xw9IStIChaugMoAWdQDSgAI4iHi6f9VpqEp3DAqCAB1KZcw5rmYayOBquKrlykLToTeveTKQmuObInrOKyY3tIy/c981V7/j17227f8uWLXfffTfjLxERPcU0m81dze0Atlu+FrUIXHzVlS+4+srpI8yqAuX0Y9lY0jQKsDzm/2b3I429j7agDqjBAZDqES+q/UbpK52g2wWrPB9MZxY+Y06qOsXoNRs3nMgdMf4SnSImoIkWXFpYNhqNxx577K1vft26tatCmIqh3ZraHYqxvH2o6IyFMFHkY6ZBxKcGkarBNKgGqAKWEsdVx+dSlYYW53zVVrJkpho6RT6uWsTQDqHVaR2KxYRpUU5BhPY25ajVV/7if785lWLdfPPNi/aXQ0REtEB642+j0fDZsHN1cTVAFJZX+24DzEEikHLQBWwn8sMIAmnBdlooqiVrHVJUVVoeqEEMaMNaZnmVwgaAsl9HGWi76+FG++gvfvcfr/n2312191uDcF/degeARqPRLYVm/CUioqeAFH8noQB2WL4MbiXcT2x+NYANI2uqcUQqIs6nyb4pF1wGzHrrwLqjzYsO/nN3i9KExd4hhL2/a94eGnNflHmyzwDggNfeeCPjL9EiYAKaaAE1m82XvvSlt99++913371ly5b04ht/+RozzdsHYThy8Fs+W6axUA0i3syqLhkKWIx5LKZQRmQ1jRrzUEyFfCLkExpzjXksJmNshTAVwmQIkzG2NXbKw0Kr6Ix1WgeKYgIAzFqTuzV2TAuNOSACJ85DJGW6H3zk/6ZSrHvuuYddKYmI6Mw1N/7uevyQz4YhDhBrH0zLzimYBwpDSh93YB0YIA5yGHEH8qOIEbYHYaJMKKflMQTwIhkkAwQIsLZpgKUZwVqlntNvqZa40xuXBBiEfGPrHYeao+kVxl8iInoK6I2/AHLYEcTvWP7DMnzxdPmzGdRQVj07V3N+aEUM53WONiZ2v+jAt67c/aV/c/D/RlgApkyPmM7bAzr9qDNf0xNIPUvPMRH4zd/cwvhLtAiYgCZaKOnB79VXX50Kr7qvX/sfr770xd+fOmOkxXDqclX2dK6CoWoA1EyLzniRT4TQjrFj032fe1e1qB4jw0xj7IQwFYqJUEzE2FaNFmN6eFzkk63J3Z32wVCMFfmYaijjr0iMrQcf/hewFIuIiM5w88bfl/zw9/Uek6JmARuHZmVFFSLQgRWwVN0cYEcQx6AKG0M8hNiuUswCZJBMMAhXKx8US9vMYKHsCj0jTls1ECnr2Sw8CHf3Le/sXhLjLxERndHmxt82LIPsRdhuxYeeedmjWz8OIAXJZbGzYXLfCw/+69V7v37T9i9c+/gXf3LP1y498H8vmtgzHNoFbNL0sMWpasGr3UbRlVnZZ5tzwNzUc/fILgU2bmT8JVoMWb8vgOgpKHWcbDabd99997y9ot752//p8pf+SmFHsmw4xrZAQjGpseP8YDpAUz9JINVLmaqhTD2LOHMBgGkALIa2OAdIT4domdFOC0h5afFeXAZ4ny3L6isEopo7zdRiajy9ft367ge2bNmyefPmG2+88Z577kmPr4mIiJa448ffl/zw933lG0cAyNnfj90PpkRwBzYGXQ4MVmUZOWwIUoNEWASmoCvhclgGi8AAUK/Wsx4igrohtbUSIDcblLJEOq1vuy0pu6viNNgwmhjsaFUB3cX4S0REZ5x546+DdKA5LIPsRvjHx779f296/UZk13lXj50MLkBTk6t2T6K4ADpmRxB7z6+wWcllzMw+63xlzvOaW0O9trEBjL9EC48V0ESnU7PZPFbhc6/16879+J+9PYZOkR81jRDn/ICZacxjaGsMIrV0ZGrx3K2gMoumoWrTEc1UtYgxVy2Of2Fmmlp2hHxianxXyCeKfKzIx8XVinw8hCnVonfIIViKRUREZ44Tib+/+LorypC65iXd9acDDDJpdsjipGmEKZDDULV4dkAb5iEFbACyDF5TubSZVb04alKWNjtIbiY9eecuX/1nt00XROPg9tkJaDD+EhHRmeP48deAI4jdBW3Tiq9ZOw+tgxb3WDFqxW4r9lnYNf1VHLCQmkfb9Nfs7LPBup2gbb7s87HMyT4LgDWNjelHxl+iBcUKaKLT5gkLn3v94IUrXnx4x8Nnb6yGHqWFqqUmG04GIJlZ0bNQNdMIGGYOG0zMFOLk2JHXTPPOkdrAWVEDgBg6QKzVz+q0DsC06ByF2cjI6rkf7H0UfNttt3H4LxERLTUnGH9fdMn6D976I1/95vja1Ss+U/t3//r3n+qmiVOsbcEKs7oYqoJoD9QhQ3AZ4CEtqJRDC1EAauZFBBCIF+t224iwrNqL1NtoUiAeiLBoBiAC80T0CuMvEREtccePvyk+BmAfwnnIUNZEWw6Tag3cS6tVMYAMUlQHOIgABpOellZSNuWY/ojMyS/PMm//6FT+3Ivxl2iBsAKa6JQ0Go1ms3mChc+9/vqmN/zwke0/MLFXNapGKx/riohP1coAAFdNXKiyz8dmpjbPziTANIZW3jni/EB6wblaVhs2sxBaBouhHYtJ1XzdmrOOdY+zHgU3m01GYiIi6qOTi78vedGz/vPmS376Fc+66a3/r043lDSrvrpxNJVWBVgEJqDj0LQSbkE75cRC7UALs2BmMFTrYTe7DkscxFWvlUeKtFHmoI9/j4y/RES0pJx4/O3mdgNwFNqGumoDUF0kqyKjQAw2a5agALWecCozg6zCAqwcczTzU/Oy+bLPKdBfuHF2AhqMv0QLQ9AzvoyIToKIXH311QCe1APSm/3aYbhlcH9z3rO+tvz89IRYRACoBudqAAyadgP3ZpZFUitnjB/+BoAVZz+nt+OzQEQ8RMzULGjMTQvAIK5WPwsATAeGzsvqKzR2RJyIL/IxjZ1QjN/x579+2Ut+8DjXnB5xA7jnnnv4/zeITkX6x85/R0Sn4uTib9cNz3juvuaoA4bgHETLJDIGxcHggAFxBnPAQFWxkUGWwd1r4xnkR2TFIMRXcwUF8IJ0nnpPYJZ0pVWlVZp2WJi1oAcRn7/52ms+9J4nvFTGX6LThfGX6NSdYPz9zRv/37/b+pGUR65DMogDhuGGxKWw2jbTsuHV9D/JVDedvlcgwGppLBLwdZtS4AdkCPN1fO59xao9Rt3z9hZqFbA0cKkNffZVm95/96ePdQuMv0Sni4iwBQfRqUoPgR977LEn9alqHy7+7YHvXNQe++vzv2/6LfG9z2gtddhI7xzjqW46ILXvSE+CzQKq/7wWOJ8NpyOdq/tsGBCfDWtsF/lYOvGlL/6B42efUT0Kvuiii/j4l4iI+u7k4m/X86+64jPNj6RVbrcRB6rtvWljb/qmA0056AA7itiGDQAKtGAeNgAnMAPEkEGGxbnqnN2zdQUgmBWwNizAXrD52hO8U8ZfIiJaIk4w/r7w6iv/futH0vdpy5EB49DczENqQCYilp7xilblzL1dJR2QQdKzW4PFnvaUT+hY2WKrriRd1XOvvuL4d8r4S3S6sAUH0alKHa9e+tKXPqlPbbzqsrSHV4EXTO7/Dwe+Z2ZmUatWG6n82UxFJJU8A2ZmZmoaTEPquWEaNHRiMRWLKQ0dDR3VImWfu2MbRFwqqQYE4mJoFZ0jeftw3j6SJhNqDG/85Vc+4TWnnVbplp/UzRIREZ12Jxd/u55/9ZXpm1XwK+F8VbasVYlTqBavKQfd+9kcdhTagk3BDiO2qqGFy8UNQXrrsLppaIUpYGYd6CR0EnpuY+SZV11+IpfK+EtEREvHCcbfn9n8mjU9HZa16rOR6ppbsHHTFnQS2oIGIKQZv7AAC7Ac1oHl0FC+8gQtnpO53TZmvRt72n1c0NjwM5tvOM7ZGH+JTiMmoIlOVW+LqNtvv/0EP/XszdekgOoEBjx/Ys+bdj16ycT+KvtsGruNoSHiRHr+tcqMf7nivPP1ub+iu0vI14a7rzlfVy3KhtHlWtvWXLjsspf80PEv+Pbbb0/7j06wyTUREdGCOrn42/WKza9e3dgA4AjiBHQl3FrUzoaf1QY6USCvenQ4oFaNE0TaTQwZhJwjfrCn9jlJqecIK8zaZjksh7WgDrjgqktP5DoZf4mIaEk58fj7wquu7P3Rqt1FVn3F6s8cVsA6ZdLZ8qrLc+wpWJ7L5nwdRwrHPT/iOVdtWtvYeKzjGX+JTi/2wCI6bbotok7wAekfvOxnx7c9MgAZlNQSSzKgObDyzvOecdBNt8eRqpRKtYDZ7B7Qq36wzCObpcwyRETETAGDmc8GRTJxXsSLOJ8NV7lsgalZWLdm1e/+z1dtuvzi49zX1q1bb7/99nmnGxPRSWAPSqLT6MnG36533PhfP7f1o8NVQcYQ5NkyuBzOA04EwJhFX3W/6ljqBy2fs/E65OVu5SBk+BjFHJZicLWuDmYR1oZNQQ0oYLpxzX/7/F29pWHz3hfjL9HpxfhLdBo9Yfz9260f/p0b/6sBWU8JVQ3ieoYlpGmE3X+Tc8Oqrx7s/rO1ADxbhua24JA5fTl6z1MVPpcKWAQmEd/9+b994dVXYg7GX6LTTkRYAU102vQ+Cr7nnnue8Pif2PKWo4gT0LZZXq5S8YzO+Nt2ffV/7P76y48+Put453qbts/572YR52rpH7WZwtQ0mkbnB5yvi/hZR6f/Wbf2nCfMPvPBLxERLWVPNv52Pf/qK3tXvMPi2rAIcxAxqNkFkp2H7HxkFyLbILURqV0g2TJIDTgLbhBOe6quUoPLCHSLtlLVc8esAxtDbEENyGEHEK7e8qYnzD4z/hIR0VL2hPH3pzbfcMlVV8zNDsdqDGC3UdVxyHxZ6RNpA40qOseZQwgB5NDnXXXFsbLPjL9EC4FPgIlOvxS0Go3GbbfddvwjP3rz7957yzvPRXYOvC8nF8FDXBVTv7js3EPZwHcHVn5vcAXKzLKJywAbP/xNQFasenb3+fHI+vPN9LKXPPuyl/zg9df86Ojo3o/e+dlb3/2xWn2l8zWkHLUfdC5Lp1+/9pzf/Z/XHqv5RvfB72233ZbGHBPR6cIKLKKFcOLxt+vnnvG88ebOIciguAxyPjIAK+CGIB6SQQTwUsblFG4/qUcA/Hu3Smaumbubf7sttBTIoQUs9bvswFrQDuw5m6/9Tx9633HugvGXaIEw/hIthOPH32ue8ZyDzdHujzVI91+gh/ieamjMl2vOqgO+ZS2rKqC7H6lGF85OSUuVfU60J2KPQ1c11r/v85+e9SSY8Zdo4bACmmhBpEfBjUbjCUuxXrXlV1/5od8/iHAUMYdNmnZMu/uDBPjhyYOvOPr/b+/eo6yoz3zhP9XcFFtAScQbTTPqJJzkBWV0xuvQaHTyqtFoPOPRKBeTFZQc9SSOoiZOSzLnHGNuajLq0oSLoK8rXpDxlmQUWk0cRI1CVMzEgRYSASOoNHJp6F3vH7u7bZqm6YauvXc3n8/KyqpdVbv2Y63av4f+Vu2qdy57983vLV845Z1F5635r8/VrRr74Z9G1a069JDBxx/73/77l/7+vHOO//HNkx6894YXnv3Xhc/dcesPrvgf//1zETF06JBrvnnxy89PO2b00Iatmxo3meYiklxuyycGbfm/U7/UTvqcf6zEsmXLdF8AuoWO999mR445sW8kvSPZnKYNkX4YDWmk66JhXeQaIt0S6dZIt6RpfZo2bHuXydw2lzzH1ogt+Yud07Q+YnOkGyNdH7n6iK0RmyNdH7mPIrcp0veHDfnCP1+9o3r0XwC6nfb77/XT7ki3DYibp/P3Zd4aaS4azwt19uxQq9y56ZLndPurnvM27Th91n8hU84AQ4ZqamomTpw4YcKE6urqdlZ7teY3t558TmXSp1ckA6JXEuleUbZXUhbb/uAo/9CG5j96F5706YOqjmt/y81u/tHshS/91zur1lcMHfJ3x/z1eWf/3dChQ9pcs/nEb3V19YQJEzrznwt0lCuwIFMd7L953x179pJnfhsR/ZMk/yOkQdErIvpGUh69kohekfRu+n1SRDyWfphEnJkMzL+9+Q/m/J+7WyNtaNpyLtLNkX7U9Cfwpsh9MGzIN6bdflTViduXof9CAei/kKkd9d9fzrz3+xMnR0Qa0acpNE4b/9rdJkPO3ziy1U2im6+AjohPb3sFdHycWadptLyX9DabzUWa/1nSoMqh10y7/agWN9/Qf6EAXAEN2aqqqlq2bFlEtH8p1pFVJ145b86yYZ9cmta/Hw0bI90UaV3asCnN5SK2NvbmpKzpN0q9I+kdsfqZBR2v5JpvXvTgfdXPz/v+/TP/6Rv/86x20ufmE7+6LwDdVAf7b94N8+eOGHNC/k/W/CneD6Ihf9+Mumj4KHIbI7c+cusjtyFyG5uujM43642R2xC5jyK3IXKbIq2PdEukWyL9KHLvR8PaaMinz/WRvpNuWT3sgO/Ne2xH6bP+C0B3t6P++/nxX/7RvMejA/duzjfirU0/Qmp6rELa0JQvp5E2XzfdvFr+N8TtnFnKRayPhkGVQ/9h/IWt0mf9FwrDGWAohJqamrFjx9544407vRT6lku+3qt25eCk1yejd79IIqJfJH2SxttQlkWURTRElA879Ld//+nyykM7eAX0TjWf+O3g9WLA7nAFFhRGB/tvRFw/9gsrnv2P/B/GvSKJiAFRlp/oG0n/KOsbSf7lv6frIuK0ZEB+5YZIt0Y0RBoRGyKtb/r7N9+16yNdk259LxoGVQ790bzHtn/woP4LhaT/QmG02X8X1fzmmyefkW+mzUl0q0uVk6bbNzdrvgL6D+nGiPhUsvf2jy5s/t3w9ldA5y983hC5Aysrfjzv8QObGrH+C4WUaMBQMPknM9TW1u70mQarapf/cuZ9r9Y89+Yzz1dGnwOSPvlnH/WO5ODKivWRO2r8P574z9+cOnVqRHRJs2x+1O/06dM96hcKQP+Fgul4/7365DOX1jy/T1LWO5KI6N30t2sSkUTSO6JvlEXE82ld70hOSMrLIjZ/HDd//Pdzfqo+0vWRW5lu2a9y6D+Mv3B89bU7qi30XygU/RcKps3+u6p2+T+dfOa7tcvzL7e/BUfz7TWav6U7CqBbrtPqxpURURZJPnrOd+qLqqdMqL6uVW2h/0KhCKCh0Dp+KVbeqtrlrzzzmzTSIcMqDqqsOLhyWPOirgqgp06d6sQvFJj+CwXWwf67qnb59yZOXvLMbwckZftFr6TFPSh7NV0Z/UK6Pok4NilvXtQyfd4SaV3k1qRb10fuwMqKUWNOHFd97fYXPof+C8Wg/0KBtdl/Z029adbUm/LTSUTExzeHbXl/5/wXtZ0AunmdlgF0/sELWyLNR89DKiuumXb7qBb3v9J/ofAE0FAEzaeC808K3uXt7H4A3VWVAJ2l/0Lhdbzr5WPoV595rk8kfSLpH2X9k7J+0Xg7rN+lH0XEsUl5faRJRH2k9ZHWpbmI2BLp+silEfnoefwOomf9F4pF/4XCa7Prra5d/uuZ982aelOLm2ZERNJruwcMth9AR9PDDKPpOcD5e2ElEUMqKy6uvvbz4y9svxKgADyEEIqgsrJy/vz51dXVw4cPz4fIRTF16tSxY8fmHxOh+wLQ43W8/x5YWfHj+Y/dt/T3/6N6yuFjjl8dW5an9X9MNy9JN72RblqVbl2Vbl2Ubno93fRauuk/0821af17sfW92Nq/8pBTx1/ww3mP/n9LF187/fYdXfis/wKw52iz/+bT4VlLF19cfW3+muVcRC7SzZFu/vjRgjt8rmAuoqHpwb+bI90QubrIbYy0PtI04oDKiqun337v0sUt02f9F4rLGWAomuY7T82fP38X3r7LV0A3P2/BiV8oFldgQRHtQv9dWbv8iZn35i+wunPG9IMrK4ZGv4MqK9KI0VUn5iIOGlZxUOWwNhPnlp+r/0Jx6b9QRO3039W1y3/VdEF0q+9n8/XOS9NNEfFXyV5tfoEPrKw4YFjFqKoTR445YXTVSa0+V/+F4kqSpHexa4A9V/5U8NSpU4cPH16wW1DNmDFj5syZ+RO/Bfg4ACg1u9B/D6qs+ErTw4tWRH10/gSw/gvAHq6d/juksmJc9bXjqq9dVbv8lzPvSyIW1fzmd8881yuSHW0tF3FgZcWQYRUHVA4dXXVSy4udW9J/oUQ4AwzFt2uXQnf2CmgnfqF0uAILSoH+C3sa/RdKQcf778ra5atql+en75w5rSzizKpTyiI5YNjQv9n2Muc2P0X/hRLhHtBQEvKngquqqoYPH15TU5PFR9TU1OR7vDteAUCe/gsAhdfx/ntQZcVRVSfm/3dw5bADK4edMf7L/+/4C3eaPuu/UGrcggNKRXV19fjx4ydOnDhz5szp06d31WabT/xOnz69qqqqqzYLAD2D/gsAhaf/wh7FFdBQQvKngisrK7vqUqza2tqxY8dGxLJly3RfAGiT/gsAhaf/wp5DAA0lp7q6ev78+RMnTszfZXLX1NbWTp06dezYsdOnTy/M4w0BoFvTfwGg8PRf2BMIoKEUVVZW5p/Su2ungp34BYBdoP8CQOHpv9DjCaChdFVXV0+fPn3s2LEdPxXcfOJ3woQJTvwCwC7QfwGg8PRf6MEE0FDSqqqqOn4qOH/it7a2dv78+bovAOwy/RcACk//hZ5KAA2lrrKysiOngptP/E6fPr2ysrKABQJAD6T/AkDh6b/QIwmgoXvInwquqakZPnx4bW1ty0X5E781NTVO/AJA19J/AaDw9F/oYZKISNO02GUAHTVjxoyJEyfeeOONLee44xV0L0mi/0I3o/9CD6D/Qrej/0IPkGjA0B3V1tZOnDixpqYm/1Oj+fPn+80RdC/6L3RH+i90d/ovdEf6L3R3AmjoxqZOnTps2LAJEyYUuxCg0/Rf6L70X+i+9F/ovvRf6L4E0ABQBPovABSe/gsAhZckiYcQAgAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZEEADAAAAAJAJATQAAAAAAJnoUQH0Cy+8kLTlgw8+KHZpAAAAAAB7nB4VQC9evHj7mcOGDRs0aFDBawEAAAAA2NP1LnYBXenUU0+tqanJTy9YsODaa6+NiK997WvFrAkAAAAAYE+VRESapsUuo4vV1dUdeeSRS5cuHTNmzLx588rKetSF3gB0d0nSM/svAJQy/RcACi9Jkp6ZzE6ePHnp0qX777//7Nmzpc8AAAAAAEXRA8PZWbNmzZ49OyJ+9rOfHXroocUuBwAAAABgD9XTfoK0dOnSI488sq6u7tJLL73jjjuKXQ4AtMFPgAGg8PRfACi8pIc14K1bt55wwgkLFy4cMWLEyy+/vPfeexe7IgBoQw/rvwDQLei/AFB4Pe0e0DfccMPChQv79et3//33S58BAAAAAIqr5wTQ8+bNu/nmmyPi+9///siRI4tdDgAAAADAnq6H/ARpzZo1I0eOfOedd0aMGHHXXXflf1oVEYccckhlZWVRSwOA1vwEGAAKT/8FgMJLkqR3sWvoGvfee+8777wTEUuWLDnppJOa5992222XX3558eoCAAAAANhzde9bcNTWNk4sXry4zRVGjRpVsGIAAAAAAGipe/8EacaMiIgJE4pbBQB0jp8AA0Dh6b8AUHhJt27AtbVbxo7dWFsbaTqg2LUAQCd06/4LAN2U/gsAhZckSTe+BUdNzdba2gERA2bM2FjsWgAAAAAAaK27BtC1tetmzmycnjp1Q1FrAQAAAACgDd03gN67pmbvpunBNTUuggYAAAAAKC3dNYCeOrVu25dbilUJAAAAAABt6q4BdG3tvtu+7FOsSgAAAAAAaFN3DaDnz+9z442N0zfeGPPn713MagAAAAAA2E4SEWmaFruMXZQkERHdtnwA9lBJ0r37LwB0R/ovABRekiTd9QpoAAAAAABKnAAaAAAAAIBMCKABAAAAAMiEABoAAAAAgEwIoAEAAAAAyIQAGgAAAACATAigAQAAAADIhAAaAAAAAIBMCKABAAAAAMiEABoAAAAAgEwIoAEAAAAAyIQAGgAAAACATAigAQAAAADIhAAa6FGGDx/+wx/+sNXM66677qijjipKPQDQs11wwQXnnHPO9vNPPvnkr3zlK4WvBwB6vC9+8Yvjxo3b6Wrnn39+R1aDAhBAAwAAu2jy5MmPPvron/70p5YzlyxZMn/+/Msuu6xYVQFADzZhwoSHHnqorq6uec5rr7123HHHrVq1qnnO2rVr586de8kllxSjQGittALo++67L0mSJEnuuuuulvPnzJlTVlaWJMnPf/7zTAu4+eabkyTp27dvy6/x5s2bR4wYkSTJxIkTM/10AADoXk466aQRI0bcfffdLWf+67/+6zHHHHP00UcXqyoA6MHOOOOM/v37P/jgg81zfvGLXyxYsGDOnDnNc+67776DDz54zJgxxSgQWiutAPr8888/7LDDIuL73/9+LpfLz/zd73530UUXpWl69dVXZ/07vi996UsRsWXLlqeffrp55ne/+90333xz6NCht9xyS6afDgAA3c7kyZPvvvvurVu35l/W1dXdc889X//614tbFQD0VH369Pnyl788Y8aM5jkPPvjg8OHDW0bS06ZNmzhxYpIkRagPtlNaAXSvXr2uvfbaiHjrrbcefvjhiHjnnXfOOuusDRs2fPGLX7zpppuyLuCwww478sgjI+LJJ5/Mz1m8eHH+suhp06YNHDgw6wIAAKB7ueiii9avXz937tz8y3vuuadPnz7nn39+casCgB5swoQJzz333LJlyyJiyZIlf/jDH+68885nnnnmvffei4hFixYtWrRo/PjxxS4TGpVWAB0R48aNO/TQQyPie9/73oYNG84666w///nPo0ePnj17dllZIarNXwSdD6AbGhq++tWvbtmyZfLkyZ/73OcK8OnAburbt+/mzZtbzVy/fn1RigGAPcG+++578cUX33HHHfmXt99++yWXXLLXXnsVtyoA6MGOPPLIkSNH3nPPPRHx0EMPHX/88aeddtrw4cPz54OnTZt2yimnVFRUFLtMaFRyAXTfvn2vvvrqiHjppZdOPPHEl19++ZBDDvm3f/u3ffbZpzAF5APoFStWvP7667fccsuLL754+OGH33zzzYX5dGA3HXzwwa2egxQRS5cuLUoxALCHmDx58rx58/7zP/9z3rx5S5YsmTRpUrErAoAebsKECTNnzkzT9KGHHjr33HMj4txzz33ooYfq6+vvvfdejx+kpCQRkaZpscvYxsaNGysrK999992I6N+//3PPPTd69Og218zfyqbLy//MZz7zxhtvXHbZZTNnzty0adNzzz13/PHHd/FnANm44YYbfv7zny9evPgTn/hEfs7vf//70aNHf/azn33llVeKWxs0y9+LrdT6L8DuGDNmzN/8zd+8/fbbGzZsaL6dHZQU/RfoSf7yl78ccsghd91118SJE5ctW1ZZWblw4cKTTjrppz/96TXXXLNy5Uq/RqJEJElScldAR8Tee+995pln5qenTp26o/Q5/vzHqiP+uN/Rby9a/3bXFpC/CPqOO+7YsGHD1VdfLX2GbuTyyy/fZ599TjzxxDvvvPPXv/71TTfddOqppx577LHFrgsAerjJkydPmzZt7ty5kydPLnYtANDzffKTnzz99NOvuOKK0aNHV1ZWRsQxxxxzwAEHXHXVVRdeeKH0mZJSimeAn3zyyS984QsNDQ0RcdJJJz377LOt16hbEwufiDcXRMRpJx4YESPLh1099KwhfQd1SQGLFy8eNWpURHz2s5996aWX+vXr1yWbBQpj7dq1U6ZM+c1vfrNy5cqjjz76qquuWrZs2YIFC/K3x4JS4AosoOfZsmVLRUVF3759ly5d2qtXr2KXA23Qf4Ee5pFHHjnnnHO++93vfvvb387PufLKK2+77bYXX3zx6KOPLm5t0CwpwQb82muvnXDCCevWrTviiCP++Mc/RsT8+fOrqqoaF9etiSUL4sUnIiL2HRyf/rtZFeWzVjcm1BcP+fuLDxyz+zVs3ry5f//+uVzugQceOO+883Z/gwDQUgn2XwDo8fRfACi8krsFx7vvvnvmmWeuW7euqqrqpZdeGjJkSERMnTo1In/V8+Mx59Z48YnYd3Acc3qcc2X87RkXHzhm1ojLLx7y9xExa/WzFy/5yaxVz+xmGUuWLMnlchGxw7t/sANPPfXUGWeccdBBB1VUVJx//vnPP//8Lq/cztIjjjgi2c5RRx21+1vOVGF2TkTU1taeffbZ+++//1/91V9df/31mzdvbrn07LPPbrXrZs6cuWtFZq1ge6wEOVraYZyB7fletMOI2ln6r6OlTcYZ2Kku/Jq88MILzV+Be++9t9V7S3OUaKVEBo1usa92oZgeNhg6Wjque48zaWnYuHHjcccdFxGHH374mjVr0jT9wQ9+kK/wmScfTef8OP3p5PSnk9OZN6Tr3tv+7as2v3/VWzNPffU7p776nYveuO3VutpdrmTGjBkRUV5ensvldv2/Z89zxx13lJWVXXTRRffff/8DDzxw4YUX9uvX74EHHtiFldtf+sorryzY1nHHHXfOOefs/pazU7Cds2nTpsMPP/zUU0994oknpk2bNmTIkEsvvbTlxg877LDrrruu5d77y1/+sgtFZq1ge6wEOVra0WPGmZLqv3R3PeZ7kQUjamfpv46WXfjv7dTK+i89VRd+TdI0raury38F9t5779mzZ7d6ewmOEq2UyKCRdod9tQvF6L977NHSfceZ0gqgL7jggogYOHDgkiVL8nPWr1//yU8MjoiT//qQxuj5hcfa38irdbUXvXFbPoa+6q2Zqza/vwuVfOMb34iI448/fhfeu8d6//33Bw4c+O1vf7vlzClTpgwaNKiurq5TK3dqU2marlixonfv3k899VSXb7mrFHLnPPjgg/vss8+HH36YX3T//ff36tVr48aN+ZcbNmwoKyubP3/+bhaZtSIeTkXnaGlHTxpnSqr/0q31pO9FlzOidpb+62hpU08aZ/RfMtKFX5NWK5eXl7cKhkpwlNidMrIbNNLusK92oRj9d489Wrr1OFNCAfSNN94YEb169frVr37VOGvde+kLj9109nH5Ip+76+aOb+2elTX5DPrUV79zz8qazhZzyimnRMRll13W2TfuyR599NHevXs3/0s6b82aNRHx6KOPdmrlTm0qTdPrrrtuxIgRWWy5qxRy5zz++OPV1dXNi1555ZWIWLp0af7lyy+/HBErV67czSKzVsTDqegcLe3oSeNM6fRfurue9L3ockbUztJ/HS1t6knjjP5LRrrwa9Jq5e2DoRIcJXanjOwGjbQ77KtdKEb/3WOPlm49zkRE7ygN1dXV1dXVH79+c0EsfCLq1kw59agpl18Wf3t67Du441u7+MAxp+0/6tdrF81a/eys1c/++v3Fp+03suPPJ3zqqac6VTwRsWLFigMOOGDAgAEtZ+6///4DBw5cvXp1p1aur6/v+KY2bdp01113fec73+nyLXehQu6c008//fTTT29eNHfu3P3226+ysjL/8vXXXx84cOCQIUOWL1+eJMnQoUN3rcisFetwKgWOlnYYZ2B7vhftMKJ2lv7raGmTcQZ2qgu/Jjv9rBIcJVopkUEjusO+2oViethg6GjpuO4+zpTWQwgjIurWxCO3xNOzom5N7Ds4vvi/4pSLO5U+5w3pOyj/fMKR5cNW13+Qfz7hovVvZ1EyEbFu3bp99913+/kDBw5cv359p1bu1Kbuu+++LVu2jBs3rsu33IUKv3M2bdr0rW9966yzzvqXf/mXadOmJUmSn//6668nSfKpT31q2LBhFRUVBx10UPNd5Iu1c9pUrMOpFDha2mGcge35XrTDiNpZ+u/28x0tnf3cPW2cgbwu/Jrs9LNKcJRopUQGjegO+2oXiulhg6GjpeO6+zhTSgF03ZpY+Hjc88/x5z/GvoPjmNNj3HfikCN2Z5ND+g76wWHj/mnoWRGxuv6Dq//rnlmrnumicmmt+d/NLZWVtX2Mtb9yxzd12223TZw4sby8vMu33LUKvHNyudxrr722bNmyiFi8eHHz/DfeeOOjjz6aNGnS22+//ac//ekb3/jGpEmTfvjDH+5CkVkryuFUIhwt7TDOwPZ8L9phRO0s/bcVR8sufO6eNs5AXhd+TdpXmqNEKyUyaHSLfZWn/7biaGlTtx5ninYLji1/WRVr3+3zqZEREXVrYsmCePGJiIh9B8en/y7+9owu/KzT9h912v6jZq16Zvs7cqxc/96f33/36KH/rQs/joJ59tlnFy9e/MADDxS7kJLTv3//uXPnRsTDDz98wQUX7LfffpdffnlE3HjjjVOmTDnhhBPyq11zzTX9+/e/5pprLrzwwmKWS1E5WtpnnIHt+V7siBGVjnO0tM84AztilGhTm4OGfUWbHC07lcXeKNo5kI3P/arP3VPjjqvjzQUx59bG9PnTx8Y5V3Zt+twsf0eO0/Yf1XxHjl+vXfS/Xr3768/e9q05t2XxiT3YunXr3m6hrq4uInK53PZrtjlzpyt3cFM/+clPPv/5zx9xxBHtr7YLW94dJbJz8s4999xLL730Rz/6Uf7l6NGjm0eQvEmTJjU0NPz2t7/t7JazVqw9VgocLe0wzrCHK5EWU5rfixLZOXndYkRtk/7bkZk7XbnnHS3GGWgp647TvlIbJUqk/7Y5aJTavmqH/tuRmTtduccfLd16nClOAL3lD4v7zH8o9iuPzevi1zN383bPHTek76B/GnrWrBGXD+k7aHX9BzcvfeS9Xhv6DS7/93W/X7j099l9bs9z9913V7Ywbdq0AQMGfPDBB9uvuW7dukGDBrWa2f7KHdzUihUr5syZk79UpGu3vJuKuHNee+21n/70p60WVVVV1dbW1tfXL1q06Mknn2y1tE+fPgcddNDbb79dmJ3TQYU/nEqHo6UdxhnQf9uh/+4+/Xf7+Y6W0H9hO5l2nPY/ugRHiZL9x0kJ7qsd0X+3n+9o2V53H2eKEEBv+cuqrffdtveB+8U+e0WSRC4Xf/23u3+7544b0nfQrBGXnzrg/4k0TXr36rPfPnsfst9lv/pBYT69Z7jqqqvSFq688spDDz30vffee//991uutnbt2g8//PDggw9u9fb2V+7gpm6//fbhw4d//vOf7/It76Yi7pzly5dfccUV+XPOzVavXj1kyJC+ffu++uqrX/rSlzZt2tRy6YcffrhixYrPfOYzhdk5HVT4w6l0OFraYZwB/bcd+u/u038dLW0yzkArmXac9j+6BEeJkv3HSQnuqx3Rfx0tHdETxpm0sOrvvTW9aWJ6y6T0x19Lb/5K+p2L0/kPFbiGNE1//odfjnn6mqpnrz95wT+fsrB6zPxrv/boTYUvo8dYv359eXn5t771rZYzq6urBwwYsH79+jRN6+rqnnrqqQ0bNux05Z1uKk3TDRs2DB48+JZbbulUGR3ZchYKtnPq6urKy8tvuOGG5kX19fWjRo0aN25cmqZr164dPHjwlClTWr73iiuuOPjgg9etW1esndOmAh9OJcXR0o6eNM4Upf/SI/Wk70WXM6J2lv7raGlTTxpn9F8y0oVfk1ZbLi8vnz17dvPL0hwlWimRQaNb7Ks8/dfR0hHdepwpQgBdv3Be+n8mpN+7JP3f49Prz6//5jkbLjsjfeHpQtaQN/f1Z476ycVH/+yS4x78nyc+/s2qZ6+vevb6V9a+VfhKeoyHH364b9++EyZMmDNnzpw5cyZNmpQkya233ppf+uqrr0bEW2+91ZGV21+apunPfvaz8vLyDz74oLNl7HTLGSnYzvnlL3+51157ffWrX33sscd+8YtfHHvssUOGDFm1alV+6SOPPNK3b98vf/nLjz766Ny5c88777x+/fo9/vjjxd05bSrk4VRqHC2lsHPSjMcZfwDThXrM9yILRtTO0n8dLcXdOan+S7fVhV+TlloFQ2mpjhKtlMig0S32VUeK0X8dLR0po5THmWIE0HPv2jD71vrH7q1//t9XPfXYhtd+V//uykIW0NKf1q76jzdfeeg/fvnIonl3Lnjo50ue/Jff3btyw9pi1dMDPP300//4j/9YWVn5iU984rTTTnv44YebF7X6JrS/8k6Xjhw5cvLkybtQxk6XZqdgO6empmbMmDHl5eUVFRXjx49fvXp1y6ULFy4888wz999//wMPPPDss89evHhxx7dcYAXbYyXI0dKOnjHO+AOYrtUzvhcZMaJ2lv7raGlTzxhn9F8y1YVfk2bbB0NpqY4SrZTIoNEt9tVOi9F/HS0dKaOUx5mISPINeCc36QAAuk6S6L8AUGj6LwAUXpIkRXgIIQAAAAAAewIBNAAAAAAAmRBAAwAAAACQCQE0AAAAAACZ6F3sAqA9J3zhmYhIkiQpK0uS5okkIhonksaJpOWcJEmSJJKmJUnSNCfKWq5TliRNG4+WazWtvO06jQvKkmix8jbrNxUSSVk0ldQ4J//upjfGNkUl0fQpzetEWX47SZSVReMeaHxX47NTkiSaKvl45cb/NRYQTduMpgLi49W2m4iIsiRtXqescSJtsU7auCgiIm16e9r09rRxtfycaN5UmkR+C2kS6Y7nNG48adxO05xIGz83Pl65rHlR5Fqsk99s80Qu0qY5aZp/e5Lml7aaiCTNRf6NadOiNE2a5kS67USkSZqLiEgbJ5I0jZYTzdvcZiKNtLGSaN5ULm1a1Lhy40QakeaSNBdpRNPGGyea5+SfJNu85VzriTTX9K5crvFJO7nGT0lzH39Kmp9osc42E2nzymmapmkubZ5u/P9cy0X5ycYi01yucc7HE01vbJyI9ONP2eGiXEPrRbmGxkoat5mL5trSXJrLpZGLNJc2/sfl0rSh6cm7W9O0IdJci4ktTVvYkqYNaZqLM7f+oUvHMOiu9F/9V//Vf/VfKDz9V//Vf/Xfntp/XQENAAAAAEAmBNAAAAAAAGRCAA0AAAAAQCYE0AAAAAAAZEIADQAAAABAJgTQAAAAAABkQgANAAAAAEAmBNAAAAAAAGRCAA0AAAAAQCYE0AAAAAAAZEIADQAAAABAJgTQAAAAAABkQgANAAAAAEAmBNAAAAAAAGRCAA0AAAAAQCYE0AAAAAAAZEIADQAAAABAJgTQAAAAAABkQgANAAAAAEAmBNAAAAAAAGRCAA0AAAAAQCYE0AAAAAAAZEIADQAAAABAJgTQAAAAAABkQgANAAAAAEAmBNAAAAAAAGRCAA0AAAAAQCYE0AAAAAAAZEIADQAAAABAJgTQAAAAAABkQgANAAAAAEAmkohI07TYZQDAHiRJ9F8AKDT9FwAKL0kSV0ADAAAAAJAJATQAAAAAAJkQQAMAAAAAkAkBNAAAAAAAmRB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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import h5py\n", "import pyvista as pv\n", "from IPython.display import Image, display\n", "\n", "\n", "# Load the mesh\n", "with h5py.File(query_points_fname, 'r') as f:\n", " x = f[\"x\"][:]\n", " y = f[\"y\"][:]\n", " z = f[\"z\"][:]\n", "\n", "# Load the interpolated data\n", "with h5py.File(\"./low_order_stats_interpolated00001.hdf5\", 'r') as f:\n", " u = f[\"u\"][:]\n", " v = f[\"v\"][:]\n", " w = f[\"w\"][:]\n", "\n", "# Create a structured mesh\n", "mesh_1 = pv.StructuredGrid(x, y, z)\n", "mesh_1.point_data[\"u\"] = u.ravel(order='F')\n", "mesh_1.point_data[\"v\"] = v.ravel(order='F')\n", "mesh_1.point_data[\"w\"] = w.ravel(order='F')\n", "\n", "# Plot\n", "pl = pv.Plotter(shape=(1, 3), window_size=[1920,1080]) # Size in pixels\n", "pl.add_axes() \n", "# plot first row\n", "pl.subplot(0, 0)\n", "isos = mesh_1.contour(scalars = \"u\", isosurfaces = [-0.007, 0.007])\n", "pl.add_mesh(mesh_1.outline(), color=\"k\")\n", "pl.add_mesh(isos, opacity=1, cmap=\"coolwarm\")\n", "\n", "pl.subplot(0, 1)\n", "isos = mesh_1.contour(scalars = \"v\", isosurfaces = [-0.007, 0.007])\n", "pl.add_mesh(mesh_1.outline(), color=\"k\")\n", "pl.add_mesh(isos, opacity=1, cmap=\"coolwarm\")\n", "\n", "pl.subplot(0, 2)\n", "isos = mesh_1.contour(scalars = \"w\", isosurfaces = [-0.015, 0.015])\n", "pl.add_mesh(mesh_1.outline(), color=\"k\")\n", "pl.add_mesh(isos, opacity=1, cmap=\"coolwarm\")\n", "\n", "#pl.show()\n", "\n", "# Capture the plot as an image and show it\n", "image_path = \"static_plot.png\"\n", "pl.screenshot(image_path)\n", "pl.close()\n", "display(Image(filename=image_path))" ] }, { "cell_type": "markdown", "id": "82a95460", "metadata": {}, "source": [ "## field keys\n", "\n", "The interpolated fields and also the fields read from nek5000 have a set of given keys. One could know what each of the keys represent by heart, but we have also provided some \"indices\" to help identify what is what.\n", "\n", "It can be used as folows:" ] }, { "cell_type": "code", "execution_count": 7, "id": "92631dfa", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "u\n" ] } ], "source": [ "from pysemtools.postprocessing.statistics.file_field_index import file_field_index\n", "\n", "# Specify the source of the data\n", "key_index = file_field_index(source_code=\"Neko_old\") # Neko old alludes to statistics written between 2 files\n", "print(key_index[\"U\"][\"pynek_field_key\"])" ] }, { "cell_type": "markdown", "id": "578a4a22", "metadata": {}, "source": [ "see that printing the field_key of U gives " ] }, { "cell_type": "markdown", "id": "0e2ef006", "metadata": {}, "source": [ "## Rotate the data to cylindrical coordinates\n", "\n", "In this instance, it is beneficial to rotate the data given the shape of our domain\n", "\n", "Some of the terms that we have in our files are tensors and require special treatment. However we will rotate only some of the quantities.\n", "\n", "Here we will go through the tensors and apply rotations depending on what is needed since the rotation must be applied differently depending on the rank of the tensor.\n", "\n", "The user must provide a rotation matrix fuction that generates a rotation matrix given the coordinates. For this case, we can use one included in pysemtools, since this is simply a cylinder.\n", "\n", "The tensor_components list should contain the keys to be used to identify the tensor components in the file." ] }, { "cell_type": "code", "execution_count": 8, "id": "e63c4273", "metadata": {}, "outputs": [], "source": [ "from pysemtools.postprocessing.rotations import cartesian_to_cylindrical_rotation_matrix as rotation_matrix\n", "from pysemtools.postprocessing.rotations import rotate_tensor\n", "\n", "# Specify the components of the tensor. This should match the key in the file\n", "tensor_components = [key_index[\"U\"][\"pynek_field_key\"], key_index[\"V\"][\"pynek_field_key\"], key_index[\"W\"][\"pynek_field_key\"]]\n", "rotate_tensor(comm, query_points_fname, \"./low_order_stats_interpolated00001.hdf5\", tensor_components, rotation_matrix, output_file=\"./rotated_mean_fields.hdf5\", output_field_names=[\"U_r\", \"U_th\", \"U_z\"])\n", "\n", "# Specify the components of the tensor. This should match the key in the file\n", "tensor_components = [key_index[\"UU\"][\"pynek_field_key\"], key_index[\"UV\"][\"pynek_field_key\"], key_index[\"UW\"][\"pynek_field_key\"], key_index[\"UV\"][\"pynek_field_key\"], key_index[\"VV\"][\"pynek_field_key\"], key_index[\"VW\"][\"pynek_field_key\"], key_index[\"UW\"][\"pynek_field_key\"], key_index[\"VW\"][\"pynek_field_key\"], key_index[\"WW\"][\"pynek_field_key\"]]\n", "rotate_tensor(comm, query_points_fname, \"./high_order_stats_interpolated00001.hdf5\", tensor_components, rotation_matrix, output_file=\"./rotated_reynolds_stress.hdf5\", output_field_names=[\"U_rU_r\", \"U_rU_th\", \"U_rU_z\", \"U_thU_r\", \"U_thU_th\", \"U_thU_z\", \"U_zU_r\", \"U_zU_th\", \"U_zU_z\"])\n" ] }, { "cell_type": "markdown", "id": "975949a4", "metadata": {}, "source": [ "# Visualize the rotated mean\n", "\n", "Now check out how the rotated quantities look" ] }, { "cell_type": "code", "execution_count": 9, "id": "08a87d8d", "metadata": {}, "outputs": [ 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Load the mesh\n", "with h5py.File(query_points_fname, 'r') as f:\n", " x = f[\"x\"][:]\n", " y = f[\"y\"][:]\n", " z = f[\"z\"][:]\n", "\n", "# Load the interpolated data\n", "with h5py.File(\"./rotated_mean_fields.hdf5\", 'r') as f:\n", " u = f[\"U_r\"][:]\n", " v = f[\"U_th\"][:]\n", " w = f[\"U_z\"][:]\n", "\n", "# Create a structured mesh\n", "mesh_1 = pv.StructuredGrid(x, y, z)\n", "mesh_1.point_data[\"u\"] = u.ravel(order='F')\n", "mesh_1.point_data[\"v\"] = v.ravel(order='F')\n", "mesh_1.point_data[\"w\"] = w.ravel(order='F')\n", "\n", "# Plot\n", "pl = pv.Plotter(shape=(1, 3), window_size=[1920,1080]) # Size in pixels\n", "pl.add_axes() \n", "# plot first row\n", "pl.subplot(0, 0)\n", "isos = mesh_1.contour(scalars = \"u\", isosurfaces = [-0.007, 0.007])\n", "pl.add_mesh(mesh_1.outline(), color=\"k\")\n", "pl.add_mesh(isos, opacity=1, cmap=\"coolwarm\")\n", "\n", "pl.subplot(0, 1)\n", "isos = mesh_1.contour(scalars = \"v\", isosurfaces = [-0.007, 0.007])\n", "pl.add_mesh(mesh_1.outline(), color=\"k\")\n", "pl.add_mesh(isos, opacity=1, cmap=\"coolwarm\")\n", "\n", "pl.subplot(0, 2)\n", "isos = mesh_1.contour(scalars = \"w\", isosurfaces = [-0.015, 0.015])\n", "pl.add_mesh(mesh_1.outline(), color=\"k\")\n", "pl.add_mesh(isos, opacity=1, cmap=\"coolwarm\")\n", "\n", "#pl.show()\n", "\n", "# Capture the plot as an image and show it\n", "image_path = \"static_plot.png\"\n", "pl.screenshot(image_path)\n", "pl.close()\n", "display(Image(filename=image_path))" ] }, { "cell_type": "markdown", "id": "7ea92753", "metadata": {}, "source": [ "## Perform 2d plots\n", "\n", "In this case, we can average in the azimuthal direction." ] }, { "cell_type": "code", "execution_count": 10, "id": "32b88667", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Load mass matrix\n", "with h5py.File(query_points_fname, 'r') as f:\n", " bm = f[\"mass\"][:]\n", "bm[np.where(bm == 0)] = 1e-12\n", "\n", "# Load the mesh\n", "with h5py.File(query_points_fname, 'r') as f:\n", " r = f[\"r\"][:]\n", " th = f[\"th\"][:]\n", " z = f[\"z\"][:]\n", "\n", "\n", "# Load the interpolated data\n", "with h5py.File(\"./rotated_mean_fields.hdf5\", 'r') as f:\n", " u = f[\"U_r\"][:]\n", " v = f[\"U_th\"][:]\n", " w = f[\"U_z\"][:]\n", "\n", "#Average in the azimuthal direction direction\n", "u_rz = np.sum(u*bm, axis=1)/ np.sum(bm, axis=1)\n", "v_rz = np.sum(v*bm, axis=1)/ np.sum(bm, axis=1)\n", "w_rz = np.sum(w*bm, axis=1)/ np.sum(bm, axis=1)\n", "\n", "levels = np.linspace(-0.05, 0.05, 100)\n", "\n", "fig, ax = plt.subplots(1,3, figsize=(20,10))\n", "ax[0].tricontourf(r[:,0,:].flatten(),z[:,0,:].flatten(), u_rz.flatten(), levels=levels, cmap=\"RdBu_r\")\n", "ax[1].tricontourf(r[:,0,:].flatten(),z[:,0,:].flatten(), v_rz.flatten(), levels=levels, cmap=\"RdBu_r\")\n", "ax[2].tricontourf(r[:,0,:].flatten(),z[:,0,:].flatten(), w_rz.flatten(), levels=levels, cmap=\"RdBu_r\")\n", "#plt.show()\n", "fig.savefig(\"contours.png\")\n", "plt.close()\n", "display(Image(filename=\"contours.png\"))\n" ] }, { "cell_type": "markdown", "id": "51ea64bb", "metadata": {}, "source": [ "## Perform 1D plots\n", "\n", "Plot the rotated values in 1d, by averaging in azimuthal and radial directions. In this case, this might not be so telling, as the flow is not homogenous in the radial direction, but it have give an indication on how the flow behaves.\n", "\n", "In this case, we might have had too few points close to the wall, as we do not observe any peak in the z velocity component. Note that it would appear better if we take the square root." ] }, { "cell_type": "code", "execution_count": 11, "id": "854a7a50", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Load mass matrix\n", "with h5py.File(query_points_fname, 'r') as f:\n", " bm = f[\"mass\"][:]\n", "bm[np.where(bm == 0)] = 1e-12\n", "\n", "# Load the interpolated data\n", "with h5py.File(\"./rotated_mean_fields.hdf5\", 'r') as f:\n", " u = f[\"U_r\"][:]\n", " v = f[\"U_th\"][:]\n", " w = f[\"U_z\"][:]\n", "with h5py.File(\"./rotated_reynolds_stress.hdf5\", 'r') as f:\n", " uu = f[\"U_rU_r\"][:]\n", " vv = f[\"U_thU_th\"][:]\n", " ww = f[\"U_zU_z\"][:]\n", "\n", "# Average in the azimuthal direction and radial direction\n", "u_z = np.sum(u*bm, axis=(0,1))/ np.sum(bm, axis=(0,1))\n", "v_z = np.sum(v*bm, axis=(0,1))/ np.sum(bm, axis=(0,1))\n", "w_z = np.sum(w*bm, axis=(0,1))/ np.sum(bm, axis=(0,1))\n", "uu_z = np.sum(uu*bm, axis=(0,1))/ np.sum(bm, axis=(0,1))\n", "vv_z = np.sum(vv*bm, axis=(0,1))/ np.sum(bm, axis=(0,1))\n", "ww_z = np.sum(ww*bm, axis=(0,1))/ np.sum(bm, axis=(0,1))\n", "\n", "\n", "fig, ax = plt.subplots(1,1, figsize=(20,3))\n", "ax.plot(z[0,0,:], u_z, '-k', label=\"u_r\")\n", "ax.plot(z[0,0,:], v_z, '-b', label=\"u_th\")\n", "ax.plot(z[0,0,:], w_z, '-r', label=\"u_z\")\n", "ax.set_xlabel(\"z\")\n", "fig.legend()\n", "#plt.show()\n", "fig.savefig(\"mean_fields.png\")\n", "plt.close()\n", "display(Image(filename=\"mean_fields.png\"))\n", "\n", "\n", "fig, ax = plt.subplots(1,1, figsize=(20,3))\n", "ax.plot(z[0,0,:], uu_z - u_z**2, '-k', label=\"u_r_rms**2\")\n", "ax.plot(z[0,0,:], vv_z - v_z**2, '-b', label=\"u_th_rms**2\")\n", "ax.plot(z[0,0,:], ww_z - w_z**2, '-r', label=\"u_z_rms**2\")\n", "ax.set_xlabel(\"z\")\n", "fig.legend()\n", "fig.savefig(\"mean_rms.png\")\n", "#plt.show()\n", "plt.close()\n", "display(Image(filename=\"mean_rms.png\"))" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 5 }