diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml index 7184259..036c8c6 100644 --- a/.github/workflows/python-test.yml +++ b/.github/workflows/python-test.yml @@ -1,4 +1,4 @@ -name: Run Unit Tests +name: tests on: push: diff --git a/README.rst b/README.rst index 42a78d4..9fb3378 100644 --- a/README.rst +++ b/README.rst @@ -62,11 +62,19 @@ examples and more information on the functions can be found in the documentation data.loc[:, "Time in Bed"] = paat.detect_time_in_bed_weitz2024(data, sample_freq) # Classify moderate-to-vigorous and sedentary behavior - data.loc[:, ["MVPA", "SB"]] = paat.calculate_pa_levels(data, sample_freq) + data.loc[:, ["MVPA", "SB"]] = paat.calculate_pa_levels( + data, + sample_freq, + mvpa_cutpoint=.069, + sb_cutpoint=.015 + ) # Merge the activity columns into one labelled column. columns indicates the # importance of the columns, later names are more important and will be kept - data.loc[:, "Activity"] = paat.create_activity_column(data, columns=["SB", "MVPA", "Time in Bed", "Non Wear Time"]) + data.loc[:, "Activity"] = paat.create_activity_column( + data, + columns=["SB", "MVPA", "Time in Bed", "Non Wear Time"] + ) # Remove the other columns after merging data = data[["X", "Y", "Z", "Activity"]] diff --git a/docs/source/background.rst b/docs/source/background.rst index 403e725..143747e 100644 --- a/docs/source/background.rst +++ b/docs/source/background.rst @@ -1,7 +1,73 @@ Background ========== +Accelerometers have become a popular assessment tool of physical activity over the last +decades. The small body-worn sensors provide an easy and more objective alternative +to classic questionaire-based assessment while simultaneously keeping the researcher and +participant burden low. Especially, the field of raw data accelerometry, the analysis of +the raw acceleration signals measured in g (1 g = 9.806 65 m s−2), has received great focus +over the last years and is a rapidly advancing field. Many algorithms have been proposed +the last years; Also by our lab. Simultaneously, openly available data to benchmark algorithms on +is scarce due to privacy concerns. Nevertheless, new algorithms can only be adopted in +research after rigorous external validation. -.. warning:: +While publishing code and, in the context of machine learning, trained models has become +more common, this often does not automatically imply that the published code is easily +usable for validation. Effectively, often reimplementations are necessary, even though +they increase potential biases by incorrect implementation. For that reason, we developed +*paat* as a simple and easy to use package to facilitate replicating and validating of our +findings and prospectively to apply the algorithms in research. The package is structured +according to the respective applications (io, preprocessing, features, wear time, sleep, +estimation) and the methods easily applicable also in isolation. An overview over the +different submodules can be found in the :doc:`API Documentation `. + +However, *paat* has already been used in various studies. Syed et al. [1]_, for +instance, developed and used the general gt3x reading functionality and implemented +and used the NWT algorithm from Van Hees et al. [2]_ for a comparison study of +different NWT algorithms. Syed et al. [3]_ also used the functions to develop a new +non-wear time algorithm which is now included in *paat*. Weitz et al. [4]_ used +the package to load and process the acceleration data to investigate the effect of +accelerometer calibration on physical activity in general and MVPA in particular. + +If you are using *paat* in research, feel free to cite it as + + Weitz, M., Syed, S., & Horsch A. (2024). PAAT: Physical Activity Analysis + Toolbox for analysis of hip-worn raw accelerometer data + +If you are using BibTex you may want to use this example BibTex entry:: + + @misc{weitz_paat_2024, + author = {Marc Weitz and + Shaheen Syed and + Alexander Horsch}, + title = {PAAT: Physical Activity Analysis Toolbox for analysis + of hip-worn raw accelerometer data}, + year = 2024, + url = {https://github.com/Trybnetic/paat} + } + +This also helps us to keep this page up to date. + + +---- + +.. [1] Syed, S., Morseth, B., Hopstock, L. A., & Horsch, A. (2020). Evaluating the + performance of raw and epoch non-wear algorithms using multiple accelerometers + and electrocardiogram recordings. *Scientific Reports*, 10(1), 1–18. + https://doi.org/10.1038/s41598-020-62821-2 + +.. [2] Van Hees VT, Renström F, Wright A, Gradmark A, Catt M, et al. (2011) Estimation + of Daily Energy Expenditure in Pregnant and Non-Pregnant Women Using a Wrist-Worn + Tri-Axial Accelerometer. *PLOS ONE*, 6(7): e22922. + https://doi.org/10.1371/journal.pone.0022922 + +.. [3] Syed, S., Morseth, B., Hopstock, L. A., & Horsch, A. (2021). A novel algorithm to + detect non-wear time from raw accelerometer data using deep convolutional neural + networks. *Scientific Reports*, 11(1), 8832. + https://doi.org/10.1038/s41598-021-87757-z + +.. [4] Weitz, M., Morseth, B., Hopstock, L. A., & Horsch, A. (2024). Influence of + Accelerometer Calibration on the Estimation of Objectively Measured Physical + Activity: The Tromsø Study. *Journal for the Measurement of Physical Behaviour*, 7(1). + https://doi.org/10.1123/jmpb.2023-0019 - This page is currently under construction. Soon you find useful background info here as well as links to relevant papers. \ No newline at end of file diff --git a/docs/source/conf.py b/docs/source/conf.py index aab2eed..ee98117 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -12,14 +12,15 @@ # import os import sys +import time sys.path.insert(0, os.path.abspath('.')) # -- Project information ----------------------------------------------------- project = 'Physical Activity Analysis Toolbox' -copyright = '2021 Marc Weitz & Shaheen Syed' -author = 'Marc Weitz & Shaheen Syed' +author = 'Marc Weitz, Shaheen Syed & Alexander Horsch' +copyright = time.strftime('2022 - %Y ') + author # -- General configuration --------------------------------------------------- diff --git a/docs/source/example_notebooks/analyze_data.ipynb b/docs/source/example_notebooks/analyze_data.ipynb index d6366f0..ba256df 100644 --- a/docs/source/example_notebooks/analyze_data.ipynb +++ b/docs/source/example_notebooks/analyze_data.ipynb @@ -5,8 +5,8 @@ "id": "6f47676d", "metadata": {}, "source": [ - "Analyzing data with PAAT\n", - "========" + "Analyze data with PAAT\n", + "======================" ] }, { @@ -16,19 +16,18 @@ "metadata": {}, "outputs": [], "source": [ - "%%capture\n", - "import os\n", "import h5py\n", "import paat\n", "import pandas as pd\n", "import numpy as np\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", + "import matplotlib.dates as mdates\n", + "from matplotlib.patches import Rectangle, Patch\n", "%matplotlib inline\n", "\n", "plt.rcParams['figure.figsize'] = [15, 3]\n", - "plt.rcParams['font.size'] = '13'\n", - "os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'" + "plt.rcParams['font.size'] = '13'" ] }, { @@ -36,11 +35,10 @@ "id": "7e049665", "metadata": {}, "source": [ - "Load data from GT3X file\n", - "------------------------\n", + "Load the example data\n", + "---------------------\n", "\n", - "To load data from a gt3x file, the `paat.io.read_gt3x` function is implemented in\n", - "the `paat.io` module. However, you can also call the function directly from the top-level:" + "Normally, the `paat.io.read_gt3x` would be used to load the acceleration data. However, to save storage space and runtime, we provide a gunzipped CSV file with an already calibrated one day recording to visualize the analysis options currently available in PAAT." ] }, { @@ -50,38 +48,86 @@ "metadata": {}, "outputs": [], "source": [ - "data, sample_freq = paat.read_gt3x(\"data/nwt_recording.gt3x\")" + "data, sample_freq = pd.read_csv(\"data/example_day_calibrated.csv.tar.gz\", compression='gzip'), 100\n", + "data[\"Timestamp\"] = pd.to_datetime(data[\"Timestamp\"])\n", + "data = data.set_index(\"Timestamp\")" + ] + }, + { + "cell_type": "markdown", + "id": "0f1950b6-62b4-4481-b248-875cffed8a7b", + "metadata": {}, + "source": [ + "Visualize the raw data\n", + "----------------------\n", + "\n", + "It is often good, when developing analysis scripts, to have sneak peeks into the data to get a feeling for the quality and what to expect. There is no dedicated function for this in PAAT as what you are looking for might severly vary between applications and research questions. One of the easiest ways to visualize the data is using [Seaborn](https://seaborn.pydata.org/). Seaborn provides a simple, but yet powerful, interface to the way more versatile [Matplotlib](https://matplotlib.org/) library. To visualize the data, we recommend to resample it to `1min` or `1s` resolution as plotting otherwise takes ages. However, certain applications might require higher resolutions." ] }, { "cell_type": "code", "execution_count": 3, - "id": "d32a12d1", + "id": "b531b634-0ad0-4ebf-9a5e-7ea19305ecc7", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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3wO/Q8CnOJB2B3q8KB7pGHXDwR/LQiJe48YoxM1Z8vcWQZuHsSvl1Wut4CXjS/ACj7uiO5KfajFV1utjWW4yW66cRI6Y9pdnE+CYWaqgvJV5WADHq5lwhHYpeLzsap1Y/T14XPwBMXOuYfdXSEQGA/Ou8Y5QQY/+FtcTztpAX7vHoGmKsqteVLO/4WFjnFbMn6qrngG0zSaivGLs+k74G+Jwxh8w7M6QBxJvSQpMhwg5yt+eJBp8lMcHts7ayevMM+6pnXbeFz9GFNl2/sjzy/Y35TWi0OrbI5un24CKgxb0kjMZQBsQ2FRrSAHKu2H8n9vfN6/uJMe3KNmCx+dx5aAnQfLiw3J4vyew8QH7PATzPQYuHY6+pwMDptvV7vyL3usO/AK9eJr/zJ2bjntgEgoWsi8SDuPkI8e1m8nX5GPbPMCgYBU4+etJpWQs7H9opqxxFPlKGNAAIUAYIlqUMaQDw1u63ABDvQQB4qvVTeLHDi5LlAeBU1imoFWocSD+A+xvfbz3GmLVjEBcUh+0PVmJPEQqlqtFokC3BmRieyhlcqMQD/L8ek94m9pzXFVZNY9rlraR/Meo7IKm/6/IVAcsCvw4EFGrgiU3CPsTBn0j/ceJaEm5riepwZUyzwO+/8iM65CTyu7yZ/DkjqgHw1HbSl7I4zQDAW24m3tPy+nSWSVy5pOwmk6LuTvTeIVSpMM/gYKJFw/cws6DVagVl7HnrrbdQUFBg/UtNTRUtd0dzajlw4HvH9Ufmk1eLFpOl7IwI4lEihcWQJsbJpfLaFFXfdRl7vu3kaEgDyKC5UERg3hX6EsBgZ6RdP424q/90l3D9pU3S9ez9ylFDqTgTOPa79D5i7ubn19jeF9wQfpcZJ4n3l6sOBl8vTCqD5JzG5Hz4zM4wsvMT4ipsmQnh83cFZS9MO2ybxaE4YjGkAeLemIDQCGSB46QTGPBnVT+IJNfdsYXA1+2Foc78UPK0Q2R2efVkcj2aDMQ7qV43h+oBEEPYrDjg7yeEhjSAhEvPH0yMfTMiyOygFFKGNAuWdjq7n9WXYfwHgBu88NpjC0lIb1keWbZ24Myz8KVOjicXvjH60E/kHmR/H1/D8yT+0+wlO68/8bKd08j1McT0NS9tJIY0/kzoNbvMuRxnM6QBRIJAjD1fCJPI8D0f5zQG5vA8fq/ttLXp6nbbdwuQcIrljwDJu21lTv1FzkleaG2ulmg4shwrOynP1J1TMW7dOFzMvSirPMUztj6wFScmnEC3Wt3waqdXrevn3z0fM3vOxMHxBzFv8DzsGbsH7Wu0BwCMbjxaUMe80/Pgiqv5V3G79Dam77MZccuMZQCArDIJ2QgKheIZzgxpgDAqo7KRvNuzsYO7VJVwOvukSEtGkz6W/aRcZaIonUwgph4gRks+G18nk6RrpjjXEs9N9msTJclLJv1IviENAGaLyDH5E/tMtBQrVcqYZskAevOmoxjlzZs3wTCMZJZQjUaD8PBwwR/FDmWAUN/LgpjXlIWVTxHRbWczMGKIeXBpC2wZNzmOLDt7uHiSQKHtWNdlQmoIl7Mlkht4gr2225b3AdbLpA41WtjeK3jOpvbedHw0Ybb3fNd5OUiFEGZftnnvVAQBIcA+ESNqZUSOJ5Qn1Org+b78EE8LrJG4nothMbJ7wvHFRDdvZizxTvJGQ8ISsuoLPksiRjWxpA1ydVSyLzmus05EmI1plvtaoQsjn6fwdTz4kyAWDGWu6+A4MuN6fb94WC1APNJSD9qWLWGt2gJyP1ho5yEmZrC1cPpPW7vOrBBuM/LaaxHyvbqNdN43v+tY18LhRDPx37eAlU8Cudds4UawhfApOI6EoJfkONZhx5brW3Am5wwOpDvRIqzEnMk+g1GrRmHytskV3RQrRx85an3/+9DfcXriacSHxEOpUEKtUGPzdTJj/2aXN9G5ZmeMajQKwepgdEvohghNBBYNXYTTE09jRo8ZOD3xNL4fIDIZKMH8u8n9K1RtC6FRMeT5mRCS4IuPR6FQqgMLh5Ps7/5GU0XGpc6e497Acb4z2BRnATv/Z4sG4ktuMErxfWp3AFQB4tsA4Ot2vmlbefB+LolC6PK0Z/s/s8txXbSftJ6rAVXKmNa5c2cAwP79jrpTBw4cQNOmTREaegfrmSS0825/i46VPZFOvMOubiceKWf/ce9Y9gYkg5Zkz/m4Fpn12PAaWbZ4IYghRxfM4bhGYKqLjIlP2YV3KJ3cXN3F3nNDroeeU3gGR35bN7wuvYu7uj/75QxSPPg95PJGCjFA9XGSPpxhgF2f+q8NVYEIRz1JUR6Smfn43Cqh4dVf6CuZV6GYN569gUcKMV3EsnxiKNppDkU9ajZ22WuqSSGVAVQrYZQt4Hlei00GyPHiXPkUMVS5kwL+3GoiDP1JPfJcsDdAMgoStrt9Fgm9tWfDa66PYfFas4QoiyWMIQcj4egiRGoisereVVh5M11YpwzqhcnU+6xk3Ci8gasFV7ErTaSTXAEYWSM6Lu5oXc7ROho0T2WdAgCczJIXitsytiXGNRuHx1s+7rJsdGA09o/bjz1jbQklApQBaBDRoMr+xhQKperCeTKmqQj48hS+ZOPrwP/qOyaLy7tOnvP2yZHmDwH+lwikikRb/DWR9Lcs8hQKngHNfkzXzCxNEd+KaOJakIra8SdRPjJYKZREzmPop0Sze9CHRId7RgH5azKUlLvrdaKRO/UC0Ux/+G/gnjlAQlvHOquK52QFUGmNaTdu3MCFCxdgMNgunnvvvRdBQUH49ttvYTLZ3EzXrl2La9eu4eGHH66IplYeRnzl2/qGm+uzXEB1Ovuubv5NccdsoXfUh9G2xAHOjCN8oW+5nFwK/OEio6O98DbK6QbC9yqz0PExN+tQ294Xi2RLshBaA5hyjGirPSShrRbPS0zA905s94hjWcD5jI431GxNkloAQO9pQPcXxA28LCt8EN6JhMn0qFj+CDD6V2KkdMb2WSTEUg6vXiYP6bduAoNmAu/lkOV+7wIvHhdqZVUFZsULw1SVjlqdsvlzAvBRTcf1cg31Yt5ugLgGowVLtl+xZC+cyXGdPfwsoidkGv0LUp0nv0jZTerd9Zm4nogr7RDAprd30kVYkH0oB498XT7GrB2Dh2qZfxMZGSFPTzyN0xNPo1893ydEKA803py/fmDvzb2C5QYRjoOIYQ2HQaVQoUMNeR630YHReLvr25jaSSRTth0jV41E96XdcTnfZmxWK9Uo0BXQME8KxQcUFea5LuQLXHl460uBk8uIfmklZvUJP3mq+xr7aIC2PL3sotue12vJfr7tQ+H6bzoSaRC+NhlAJi7L8oAFdtnlWRNw3fx8cTZRpisClo63yeKwJgjGex/FA3t5oZX+TD5kMXK9dEI8csWyfXq+dB31ugONBxPNXAsMA4z8hujb8iMMLNp8ASFkzBueQHR2Gw8CupglN0b9CAyeBcQ0JkY+hYRHH6V8jWm///47Zs2ahVmzZiErKwsFBQXW5d9/F+pGPfroo2jevLkgpDMuLg4zZ87EoUOHMHDgQPz888+YPn06xo0bh2bNmuHll18uz49T+fAiRbwo9vo+viSOF1J2dIF0OTEumhMSeOJqvPFNoinGp79ImBCffB/o680oANqJGHubj7QJwvONg63HAI9vshk0ncH/efjC73EuhCIj6hCjlNQsU1Ck7T1fzDwmSby8WDiZL+j7tu29SgPc/RHQ+gHHcoZSoIGboprVDUtnRA5rXiRGyhePEwH4+38h62NFwj3F6GRvZDPfLzShJKuk0mwc7vMaOS8tBvTaHUmH4NUr5K+yYrSblXQ3g6krSrJtiQNcITVxkHtNeh+LNppofTKMaXzcTYrgDEsyCjGkwi/4WDraRbzJAqOjjqozb+l8bT4MrAE6S+cytIZkWQt/X/obv5z+BenF5aCd4wfqhdfD4PqD8WgLJ+dFOZIYkWgNsZw3eB5qBjsamz/p/QmOTziOsc1kyDMAKDWUYmPyRmxOcW2UtRjMxqwdY12nN+mRq83FjcIbso5HoVCkKcpzognKN8B4y8IRwB9jpT1nPk4gCQ4+bQBkXhAvUwmYvsZPHl/eIOX9zof/3F4yWrqcu5xcRpJWWSKZru0ELm4iOqh8WAOwbiqZAD2+BMg8J9y+arJwfGyRjTi7CrjIk8PZ+JqjrvWW94AFw4BNb/kvguJFCV1iC3znASnvxSnHSGKFh/8CWsrQrjuxRPgqRrtxQI8pwJQjxMgno590p1KuxrRff/0V7733Ht577z1kZmYiPz/fuvzrr7/KqmPatGlYsGABcnNz8eKLL+KHH37Agw8+iP/+++/ODvEExAcUAHHz9ASLp5RlEOxLF0++C6n9oFWM0HigrlmkfOlY4MZB2cLRAgwljuvq9xIu/26X1dA++YAYzlxzLdu6imQravOQuCD86F+A+t3JjbOjSMhK+0eAaBGjlkIBdJtMvGiGOhmoG8qADa8ST5GdHxPNoK0fANkSBgO+kU7lJw+H6CTilvzoGtcPA12R+PrKmkmIzyuVpMPUwyxKH92QZFJsM4YYfe3P01AJTb2hdmHhrkIULA/tm0dJ2dA4iBrq/aUn5yWcL8NdG/YFfuojv7z9BICF5RJeonzKRLwDKms4iZxOoAU97x7wYy/H7U5CWYP4kwOAcLJAgg/2f4C5x+ZiU4qTJDPlyMXci2i9sLXDX2qh+ORPoJJ49GnlPG/LgbigOPww8AcsG7YM3RK6IVgtnjzKHXK0OXh91+t4d6+LCTIAG+8nk3IMT56g0OzNaOQ88HqnUCgClCVOvJR8InFiJucKSYgjx/DzfVfPxg7lgBI+dojwBVoJD+8ZESQpw4wIYXIJdybVMy+Q/X8bLkxUxDAke/s/z9iysgPEILb0IaKDWmCnnX7kVzKWXP2846TcicXEkMr/TDlXSTI1e8Q+7/U94sn5fAV/fGWh9YO293I84jx1ppGjn0txSbka03bu3AmO40T/du7cKVo2MTHRoZ7HHnsMJ0+ehFarRWZmJubPn48aNajFFGmHhcsWI06t9mTw5i4WPZ8rW5yX84TDPOOpnAdgbBNbumKAZPFzN7UvH4thDiCeNHxS9giX+QNPMcOWpUztjuLb8swZYBLaAn3eFG5bLiM0efBMoPerwnXHF9uyFy4ZLXRzT2gDmHQkU9+MCOBnkbCkwlvCZBOrniXhWfzspHzj6ZkVJBwXEA9HtS/vLs8fBF48RgQzG/YRuimLYa+pQBoAnJapa1WRWEIxY3jC/hbDVnkx9DOg31sSG82/Y/MRxLD1qkSIIWsE6na1LbsKWdREON8uRueniNZDefLCEcd1HyWAcRI26Db6UqDQnbTmHhq/ts8Cloh4cVZW7Yur212XAYQZYgHxMFgnv9fpbPsOv/zvNyYoRnZZf/LAWpHfFcD3J7/Hl0e/dFifVpyGzdc3489Lf/q7abI4evsoJmycgLHr5XmdySFQGYiuNbuiU3wnl2XjQ+Ixrtk4jEwaaV0XwLuHWYyT49ePR+uFrbErbRc+OfQJtl3fhsMZh8WqpFAoZjiOw7zUlWjdoB7OBPhJAsSe/9Un3toc5zxB2TcdHJ8hzqjZGmg6zPv2uaCF4rrfj+E2zibe5CZlMJQ5GjAL0ohhEyCT+nt4z6z0k46ZKwHyO1goywWCY8WP90N35+058Qc5B8T6YK72LS8G8zRla7V3Xd7eo84Vlv54ooxxtMlI/iprv7ESUGk10yge0Hiw7b1CbTPiFGfaLjR3HghFvHAWvsZZSJztfZ83yKDbXewNVq54dI3z7b1eIQaYZ/c4T5hgISbJNvgPihJqkznTE5ISeO/yDBDO28bXLuNT24X2S9vxwCMrhes0YcCA94CRTjJVftEc2DuXDJ7/sfMsunXMsbz9TdGiVSTw3LMrYwlJ489kyEpMIEJSf6Kx1f0FYPxfQA0fZUrKvuibevyJmO5AG/OA0j6TrN9w8lA8u4q8nl9rW9fQziDbZAjRrpq0mRjm7pkDBLrIRNVxInltMcq2zt4wO9zOCBDfEoiw1zD0I9ENSfZSe303Od6p7iDmjeqMEpFwGTmhmlJJZXwtCVAZsL+n3T4jWTRYZecFJeP33fHgDmwbsw1DE4d60jqf82xbW+jtE61IyHWIOgTrrq3D1utbHcoX6CuXx2dqkQ/kE+yIC47DL3f/gu8Hun4ujV03FksvLMXqq6uRU0aSH8QGOQ7OLIbXydsmY8n5JXh558t44t8nsOPGDoeyFAqF0GZRGyzPIJOe42qL6IX6i6/bAx9EAh9G2byepJBrHMg4LQwH9BOLA2ZXQl03H3ixLx1LjFfXecmZLnng4R1nL0HioXHHkgiqMhNSg+ictX6QjG/5jBXx6pSbzMrCM/8BA6YDQ//nuuzHtYCZMc41em+fA67vc68N1QgJFxNKlaQGTyOLny1TV2Sb8XfngVC/h+39pjeBm2aPjaBooMQs0Jt7DQiv435b5Qhg8xELz+TT/z2bkaLxIODwL87Ln1hiExTnOBIKW78nyWDndJAq8WBp/whQzHNpt89W6mp/C/f9IL2tzUPAmhdsyw8tFoZ5bfGxwHuYRAeIbzT89y2guxMNJD7NR5LZlpAaQIB5MHv3R673CxAJ/5GaLZMyYlYWarQQX+9PfUIxnHUi00Q8syxZaDs+BrR6AKjD8/zoKjP1tuW64s+g8Y1p79y2ictbYBigxSjkN9mAyEt2Ohm+JCCU6GFYJiTS5WUPLDd2zCLac3zc1T0T7Ct1f/IBfd6UrwVnT6ljRkfZuOE5WDfMzkArY1B15PYRnM46jUmtJyFaGe1u63zO5HaTMbndZOvyKx1fQUZJBv65/A/CNY6G7VohtZAUkYS64eVonHZCx3gJT24vMJgM2HZjG17b9Rq+7f8t+tSVDqW+lm/TG+TM990CnXyD48bkjbirDvHkVjAK7L65Gw0iGjieWxTKHUaZURg69uXtCkzoYZ9R2sKDvxPvepOBGFeajQDqdRUvW55kngMSRWQLqhI7PgbajSdjwxNLiNYZIMwMbtGKdoe1L9neB8v0EK/VgeiIfSah9VxZUSikozKa3QO8lw0svp/IeCT1l3b0kCK6AdDbdaIeAfbavVumEw/CVy/bPPpeOArENnKv3moA9Uy7E2AYWwZGqUyMYvDDFvnGqbtetWVNPP2XvDBNAOjGM7qcW+1e1hf7lMj28AfooTJnwUxmjTmTnuiAWfW2OOHgiq8ZVa87eQjbc2q5o8eRWBy8M1fcu1533l77bJl1ugADP3C+jyQSg0f++fHAfOBusRkcu33Tjjqv08JDvwNRieLGMTEsMy1i2nARIgZcjiMhrq6o10N628unSfZJdxj+FdD1WWDSVpt4v5R3ZOY5m2efwCBofl9ebtTNnHioDnjPXEZkRjcwgiR5kKEx5YCYiH5ACPDEv8ATm8XDREPiAIUCGd3ec/94bmH3/duHY1dGPMlmbMGf51mjAa7LSOGNx9wmqbBlRxy8omQc97X/XsOic4vw5q7KcW7su7kPS84vwfmc89Z1NUNq4rl2z+Hh5o7yAXXC6mBw4mC0jRNJee8nyoxlOJR+CEaRczUpMgl7x+3FgfEHRPb0jKyyLLy2ixidX9j+AlovbC16bAD4adBP1vcWPbn0Eps3/pJ7llgzuB6bcAynJ57GqUdPYXr36QCAjSkb0e73dmj3ezvsubkHk7dNxj0r78HqK6utIaJLzi9xyFpKoVR3NEoNPu71MWoEkCzsm0O81EN8dDURWPcVsU1Jhu3r+4Ddn5MskfMHu96vquDT7KUy+wr38LJz//c/YG5b4s209kXx8nzvfE+SUXzR3Db5xpdMseep7UBILNBXRv9AbDI+tCZJ0OUObR5yr7wnKNXAxLUkGsvfUiiWsfLX7YDZ9YCyfOD038Der0jfiW+onFc1s517CzWm3QlE1AHu/RZ4I0U8C6IY9XtKb2vzIPA0L8Th5B/y6uzxolD76/Mm8nUL5rYFxkodh7EzTDi5+U+9QNrBTy9sEffmG7r4GmR6nldcYk+gxUhbmmILJ/4gWWT4iHmOiBmBLLgKAQWEIbUMA/R6GXg/F3g3ixiC5CI1mLZ3+Or6nOu6kv+Tf1x3GPQhcPdsYsCxRywzKiD0zpSC7w1nHz4cWY8Yi11l15l2iZyP7+cCnR4nrtJ1OwMvHCLn1ssSgvGA+MBdoQICwohxyZ+0GUvuA5FOvCc6TSKhxmMW2tY9vIJ4X7oy+DrDooFxlhfGrFAC9bqRGWFB2m7zrKPZIO13uXxLZuCLG8hrfAtyfT+5DZh8CJhRAPZeJ16j5YF9ghl3vXv5OLsPeUtxpuf7Kj30LH1sg1ueaZfy7DTW3AjjZSuJSPSaa2vwyaFPBPpdWaVZ+OP8H1hz1VEWIas0Cz+c/AFzj80ttza+vONlTNo8CfNOz3PYdij9EHou7Yluf3QT2dMzlCLZYJ/fKu453Sq2lfW9yXwtRWoiAQCJ4YloE2ebmFGbB1kMwyC5INmhrhtFtuyfKYUp1vefHPoEz2591mpcO3r7qMO+FEp1Q8EoMCJpBEbX6Ct/pzZOtBO3f+Q8yZc7zCiwTdyxBttkeYCMBEP5qSRLtDM9Nm/xRWIGS/bSRfeS6KF/3yHJAjxBrgd8l6c8qx+Q72UmxYi5xFPr7XQgzm4MYBkb9nwJ6PI0Mcy+7ngPB+Dosf9eNvDqRWD/d+61576fpI9R1dEVkO9jxSSJ7T7UFq5CUGNadSaIzAohJI7cUIKiiGeQHK47mU016kiopxRdJMK+zq0Cjot4dclBV0h0msSIrCdczr0mXg4AwhNIqKFYmKDl+wLIbJXF4FS/B6AOkU4wAJAQ2DYPCtd1N4fgNB/pWN6eEV8DTWVo8Qhi1s2fQaEkXmuR9cRn72KbSNcXGAk8xTOMHudl5WFNcDkr1WKUMOTPl7QaTYy/7mR5kxIkHfE1MOxz4KVTxGg59FNgyCck2YE9DCPuVWhh6gUgLJ54d4npn8nNlNjzZfKa0A6IawK8nebcCOcF2vgOxOAw8hvheS6GOpB4Fyl5IZiNBwL3fueYrMMdasrwGpRA4W+9J8vMW4Gdx1KdTladDs7ZOVEezKpBJh/0pUDedeCWC4NvRSEnqYoUUplj7ZlyjOgtWvjtHre87eqE2RkTZXhXT243GQ81fQjvdH1H9nH8SZvYNhiSOASJEYnWdTeLb2L2odn44YSj4fdage25KKap5g+OZJCQcYsmGZ9zued8frxokX7J/vT9IiVh9WADbBlOLcklUgpTkFYkrg+TXUb0CzvFd8Lm0Zux+6HdGNt0LDaN3oRetXuhQw3pSbF39lSOc4dC8SelhlKMXTcWm7P2YV9KKj7KkhG+X+TE2JN2iAjOu6Lny/KeIZa+DWsyZxWHvKiG1ZOBvx4DrvES5ZgMTjNHuw2/Dw6QjJdrpjhmr5RDxing18HA/m+BvybK389ktGW1dJVYis8D86W3Tc+XztQeLEM24c0b4hPrABmjKdUk6oXvcDCIJ+KvDgLu+Uw6GZ9YBIzVwcJNT36GkfeZqip6F7JLdyBUM61a44PQsRkFQNYlMnPwmXkwqVADQRrpfdpPAA797Lg+/RTRFev8FLnxuZtqWMxw8dQOR48ud0OFLN8Pw5AMJ7oCkma58SBi4CrKIJptN48Cl/4FmtwtXs+A6WSAm/wf8eyxZJiT8zBa+yIQ18y1ZoPIzLuAogzb+8c2OBlk8tbV7kBC+i6sExZZcI8wg6p1V/O+DfuR8EZLGE2jQcC0i8Dn9iKhILoF7vJ9N6LN99x+4inERyx9dUAIRB96tTrYxO8tdOUlaWg0SDxj7UungLl2Hay244lB1hc0HgxMXOdauN8HGCKTEJjoxNu0PBj1PbBrjjDZhxQW931dEQBAIZa+OzrJltHWFS3vIzPKUtwzB9jwqmPWXD5y0pOXBx/74PyrrFmZ5HqIxSSRkPv9vKQsboS0tIppZbfG9fdxIP0AzuWcQ7+6/dAgwkdeEl4wvvl4jG8+XrAuUhOJuxPvRkyg40x/dKCtc//KTpug8ejGo9GuRjtsTtmMQFUgwgPCYWSNaBzVGDVDaiJXm4st17egTWwb/HqGZOFODE9Eo8hGOJ55HMMaDsOZ7DM4lmmbyGkZ0xI6kw56lnh8Lr+4HMsvLsfCIQvRIZ48C7rX6u5zLzmOd15P7TgVXxz9An/cI+7RzvcSU5m1Gy2GMgC4kHvB0egKch4AQP3w+kgItV2LtUNr44eBxIh5euJprLu2Dm/tJqFF45qNw9brWzGhxQRPPxqFUmUwckaczTkLAAjkOMjyN3alUypH1mDQB8DAGcCKJ0lonyYc2PWpbXvrMeTVEs5nMsAtv3eLdzjfmHD6b2DVs+LlPeXIAmDdy8J1xxZJG6OcYdG3znIjOddPvYkkyauXpQ0nT+1wDOlrNRq4fRZQBRE5kPm8sZJlknnaReDbzsBj60g/JPk/EgGTcdp5H+3z5sC93wDxrYDvzHpro34E2tmFiPJ/764Sv0twNNDvHTI2i29FjKSxjYkDxHpeSKfFmGaJXKAQDrjpqXcHQI1p1RnLTE4pLxOcmAtmkyHAqB+ATyUGCHFmz6YXT5BwNH44lhgMA7ybSTwp+FjCQS+sA6ZdICFVeSmuPoVzLDdz/kMmRkL8MKyWRCW8gVSzYbZ25lwhr3rerNP5tdLGNIUCmMgLr8lLJl5AfG8eZ4PFlN2ujWk9pthmmMS0x3bzdAssD4Kcy9L1WR5wdbuQ30UQ62/Rj3qDaCDYa9EZtTZB0WkXScICtYRe3YSV4uudYekEmA0qAg795LhOyojqKhwutrG4MS2qPgk15Sd2ULpxyxQzxvEJjbPNivqZ4qb3Q0YQg38JrQHc86nrcnyyL5FzU4zH1pFz8kMXnnYAcN/PxJMpuqH4fa7LU8SgLJV0AyDG9OqC5d7mb5oMBS5tlN4eHGv3fHJjhr/JEKJ/eMOcQcoNT71bxbdcF7LDYnyZeWAmNo32IBOZj7mcdxk52hwkhieiZgg5bxMjEjGnzxzR8o2jxHVlVlxegRWXV7g8Hj+cNKUwxRrOuOjcIoeyloG0PRM3CSc1utTsgve7+y5xTq7WZlCd2HIiHm/1uGTZ6d2nY+3VtRhQbwBCzYbyrFKbULrlO7Vn3uB5+OfyP3iqjfOwJo05wVH7Gu3xdte38XbXt2V/DgqlKhOkCsJ3A77Dnwe+wpC6RvQvLcM7OXmCMulNJ0IwLaTN983BGQZ4gBj9oSsWGlcsMiAWw1xROpB/nbx3Fo1jxTJW8LPwhL0hzV2aDSfZrEfPJwkAjvwqbVgSI9PsNTzHiRZZ7Q7Avd8Dq+3C6PmZ0CcfJsnr+vDkQcJqAm/xIgBqtSOvY34TGtNqdxT2uQwlxJMwrqlzo+LYpcAys4HNXmeaD79Nr5oNjZZECRbkRpl4QvMRZDzZ302N5srOy9JZ1KszNMzzToDvhSA2iNKEy3NJjW4g1Foa85t4ucBIIuhvyYwHCMNLLe7co350fUwLLe+XX1YqI5yYZ5s9loylgE0o3t06LHR+kuhTjeDNvtt70T3IG4hYHirOaHEv8Z4Z+a24vpbFzTqqgdBQuW6qUHMpOgl49QrwguXzmh8afN04TqLjEBQFJLQVZqY8KGLcsvB+ruvQQmeIdbLEQmJ1ReJCpq6yBoVIhIYCjlmV3JndM4cOOWL+Po/+BvzUB9j9BZBzFfikHvBla/n1u4EpsIq6nIcTA7hDn+b5A2SbQgHU6ey6HlUACdl0NrsdnuC888T3+qzqeJO8wBljFgrDJcYvc56ynW9IA6zXOudssGLRtlGqgCc22kI/jCL3awlOZtl5QbjhqRek8iD5hh+Yd3oentr8lCBks0hfhEPph3Ai84RD+XxfDVZ9yKGMQxj+j0iiEy9RKVTYnLIZT25+EgvOLMD1wutYfG6xVbusxx89MLTBUHw/8HuMbjLaaviKDSLPgkaRjQSaanyaRDXBG13eEHj6iaE1ahGgCEBYQBjSi9OxO203zuX4PrSVQqlsqBVq3FXnLrQKTkSmSoUCkQn40kgn8iMicJ4kp7GXpbBENNwye9FueJVIJvCZdpE4F4iReYG8lvEMg8m73G+Xvxn5Den/b/JzshxnCdUA4ogxYSXRxXVFyh7h8sS1nrWp2T2OmtZyadgXmGpO6KPwzNfoINtMXkFLEr/qxH0/O9djrsZQY1p15oEFJCsd3yDgbGDzwAL36m96j/h6y8U0/k/gzVRyY+89zbFcfEv5x+ph1sd54QgweJZwWze7mZFCCW0BqZkZvsfaI7wZ+h0fEaFR/kDLwxusgCY8Q1CLe4HXrpGQzCQZWfAYhmRb7CARLhIURR4iL50AGtxlW3/kV5vmEkAGoqFxjoakk0tJmfxUWGfhIusRr57GA4GSbKDJYOCZXcDwL2z77fkCWDAMmCfyGfwRUqYR0U7IvyEuYB4u5ZFopvc06Ydv7Y7EcGkxyDnzXLLjxllxrR4rF9YD6SeAbR+Q70hb4LvZWTuUWvkhcJWCcHN4ldlQwtrft/iJJh5bL6/OD6Kdz7S6gLntxYyb0klYPB97/Ud/4U3WTGe0HAXUtDNCuDPzaigFVk8G4yzs0n622QNh6vgQO10dGSG87eLaIUoTZc3mWJ58evhTtF7YGu/usX2XNUNqolFkI0Tw7oXXCq5h0uZJeHO34yCK77U1sN5A/za4gggPCEd0YDQiNZFILkjGwfSD+OLoFxj+z3D87/D/rOWKDEVWw9rru15Hsdn7PNasuXkl/4qozps7GFmjNcx1983deH7b8/j5lIj8BYVSzSg1lOKdPe/gUNEFLLmVgSl5jn2rsjC7Z50zHWYAabkuJksSZGQpbiRy3ztvl6wlrCaQed6xHEAkYAChAa0sT7ysr/BEq/Xob+Q17ZBNVD/9hLCtHAcsHQesMms7X/vPdaitPVESWes9QcOLnWg/gTgLjFsmLCM3GYI3WI7hylDoLZb6K6nihoBJW4kXYiTv9w6OBQZ+QLKJWmhbDllMKyk0zLM600rEmyvMmd4O76oOr+26fpWGGCB2f0EMAhYMZUTskWGI8WnNFPH9A8NJxhOp8FI+h+YB93UkIXmxjYmB5O8nyLYhs4Vls2WGMIXUAEoyhTfxyHpmry5zJpYPo4QDXE+0v+yp01EY+hQSA4T4Qc8qojYwaQvw6yDheoOWDFq/aE60osQMc389ZnsfFAUcXQjoi4gw6f08L7TOTwGHzZnartvNLFmPVwoovdEFE/FSEXNcuXUM2DlbZIOXT6sOE4jH280jQK32sne7mVcGp6aRfFsGOKtHlJ+0rCKPfgN0kDB+V0qEXpGcwom7vkqmocqb7JeAdy7/4QlkplipsSU7EKO8OlbueNi6S2Jv4NxqW+KV2m4mKDm+GJkhTVCj5JL4drGJGTHCEiRFrVvH2nmARrt+BnVJ6IKE0AQEuCPI7COWXiAZ3lZfXY1Zvchk0hMtn0D3hO7ommCTBghUBqJRZCPEBzuKcJt45/8Xfb8Awzuf9SY9VAoVFOYOPsdxgu2+4IujX2DBGccJu2fb+k5viANnNRr2qdsH3590rcu6MXkjXu/8OkIRisxSWyba5IJka0ICT7DosJUaShEVGIUWMS1QJ9SPWXQplEqCgTVYMwq30OlFB5qttk4Aesn3HuJcPRztsziK0aC3vIM5S4Zgj7+NLlIJ1W6fJWMTy/ilOAuY0wjo8SKZqLVwzBz9cmkT8HUH4LUrxFEgoo4te3nyf7bkS686kYWxJ7ohcVLwRRb6hLbAU9uJRpvFEaDpUKB+L9vY4tJGR400X2OR4uHrpD23j0S+7PvGUVuaRzIbjxS2JlyI9RCOLSSvO2YBfV5zXraiqduZ/LUXSS6VbT5fpJJD3CFQY1p1g1GSQaOrDIiacDJLk3kOaGtOSR3BG/q3fkD+MXtPFRrTSnPIjRqAy9FhcDTwTgawcCSZRZGi11ThcqvRQP2eJFOpPZK6ZDJHqvd+R4T7LfCNHu3GO5Z3lxQ52gw+wmRwXPcRb6C15gVxY9rNI7bspQwD1GxNtIlOLSNhq4ZSYigdNsdmTOMTWhMoNofFeSveKTaoOy/yQFv3iuM6AEg7Ir7egqGMeNwpA0iWTjGUKnmu6jxEO39hCTxDhthg1T/WFFWRB5mgKhKLd2mJOQzQ3x1WGXDehCoXm7WYOk4UT85S3jBK7Iodi7uyl7ku6y5pZm0ty4x//e4kzN8NfUxJQxpAhIr5WO4PNVrCmHMNKpPZg6HrM8DWGaJV5HrgqWnxKupcszNaxLSA1qiFUqGEWiHiDetjhjccjlVXVgEA/rn8D97fZ9Olebvr2xjXjAwwmkY3xT/3ios4t45tjVX3rkKAIsDBUGZvIPS1IQ0gCQGmdpzquqAXlPFCfY9nOmrohQeEo1Av1I29v/H9CFaR/hJfM61jvJPs3TKwnBcKRoFB9QdhUP1BLvagUKow59cCx34HRn0PjSYUUztOxb8X/sHk+DJ01urwZIGIXrOb/Kfoij7sQfGNYlEJUnSYaDNmWLBkeVxwj7h+WqsHgDN/O673p66WFDOcGC72fS29rSwX+FDEA5CfxfzYQpKo4fRfrtsRVhMY+j/X5eRSW+Se+/h62+ctjyySsU1IJA7ficISRZWX4tSY1kBxG2c4mZ7yFs20Fvd63tbKRFXwsPMj1JhW3ejyFHDwR+mQRotWjq4QGGM3S+yG141TInizr2X5rsurg4gY5BIJA96T22xJEPhIhdw1GkjCGu3JtptxGfsHcYG290pwlvXQFw/O5P+8r0Mu3mSK5GumNRtmE/q2GOMSexMR+LfSgJPLiP6EhWf3kFkyQT0+xNXAPKk/cNWcvjzCRQz/1g+Ag2aNDE90FtxgYc23MFHMk8rPnmlsZclE6S5m/UPGmTdXOWHqNx3KY795tnPbsUTctm7XymFMA+c8lFIuEXWFHXHA0dh1+xwJYRe7J3uClGF14HTsTTWhz27zzHWitBfCmWy7kF2j/PNrT9oejGo0Cp2XyNDqE6FGUA1sHbPVLYPVkMQhVmMa35AGAB8f/NhqTDOwBhToCqBgFA6aXsHqYCRFJuFOgAEjSCDwy+BfsOX6Frza6VWcyDqBpzY/hVYxrbBo6CKoFCrrb2HRTIsOjPbaoNg0uile6/QaaobURImhBAW6AmiUGq+83SiUSsvyR8jrlukIHPUdHm/1OLQ3L+H7kmSEsXJkBZw/jxgA+xUdpI1pbdwIMXMWnmiZfOVPCANCQxpfD9efXt5i7P5cfln7zyCHsFrAXa8Rw5XFc62y4AuZHVcwDHD3R+LbZPQTZD81LFFioRIT+FUFixenzr9jp8pOxU/3U3yMi0vZXmyTDz9T4V4nsxtuNUekPREiwW9SRoRHVhDhcHeo38Nx3cAPgMEzhevqdiZlvXFRfv4g0Y57I0X+Pv7SKxKjZmuSkXKEyO9ZtyswPZ+8L0hz3J7PO1eaDHHcnrKbvGrCiBGXH08v+N29HbSLnEO9XXg4WAxpgGttPlbEe88HGJSOBqytZ6WyCFo+o3+MaVw5eM/4BUbm9+JEk0xX10ch1EGROMF6oF8CkOvjxWPu38v8hVGHzrkeCvzyGbPQcZ0lE5iFm0fcM6S1Get8u0OH2nyOrJmCQO1t22onHqnhAXaTDG4MOLanbkee1nOdnMyyTEFmTDnsSN0hue3VTrZJjAs5F9Dvz34Yv97Rg/pczjk8tukxvLPnHbeOXZVQMSrEBMYgJigG1wvJ82tk0kh0TeiKd7u9i0BVIA7cOoC2cW1RI7gGJmycgIVnF1o92mKDYtExvqMgdNZTGkQ0wKMtH8XgxMHYkLwBd6+4Gx/u/9DreimUSk1JFrRGLeafmY9reacxMysHDxUVe9UH2WjqDDYgDHtVtmRSRQF2RohgN4zUzUY4rjPaRVA8tU16f753Unl7zecmyy87YSXRH3MHo5ZIwThLUsRPPlae+Gmy2Zf0U8jPKk6oAM9GXyJHEuoOgBrTqhs9XgCe3kkGbyIkZxc53/9es8aIVDYbKWYUAG/fEvHs4d0o2pnjrVuPFqlA4ibpyc1TLDtjr5fdi+kWMx6JUaMZMG6pd9kq/U3Pl0h42T1zbOue3AZM2mwzVnScCMS3Fgq0WrKi1moHxDYC2roIceUb3wQdDC8fFhEiOjM9XnRc96qEVp4rrSw/PaDLAiId1v0e8Ak4k0gnxc+eaVUX8r24zEbqxIukYMCnPmkJxxrRTiGhX+JyZ/Pv6kpvK9yZpqUPMZQikJUKh3cD/r3WklWVn/gEEBq2XdF8JHD/T2DhZLbfPqHB0P+RDJ/Ft1E3lS8mzQESmTebx9jp67h52dUIroH7G7uRYdqOzLJM14V4rLy80mHd8QnHcXriaUxsOdFh283im/jhxA9Yd8026CvSF+Ho7aPVOqMkBw452hxkl2VDZ/ZmPZ0t9JT89cyvOJl1EttTt+Nszll8fvRzlBhI+FCeNg9Hbx/FxuSNDnV7g5JRQqPUWHXUKJRqS3gtlBnL8OXRL7FJdx0ji0vQWatzz9hlxxfGMYAmFE3Zq9Z1YfrbQD/es8Ado1ZcE5Jl/pWztnWWyAv+wyBMInnVvd/Z3otN1jpJJrbbJJ4lWBYzImzhqAAJR3TGDz2A47+T9w36yDvG+qkk+uTyZjKuEfP4s4/yKS8qejJShl5qCCPTy/2weYLxrLgsQ5UhJgmY8I8wEcEdCH2yVzcOzQP2fkVusiKuqrcLtXAa0d3+YaJHpnaS9VMKMQ8v/iC3TmeSTbSOSHgMIzF48lXoqbuMX060tDiWzAStnuxWJsdKSZenJI2siG8JPLcH+EPEK8SSZem+H8jfzDhxHbRWo4Ez5myofM0+uQLx9kQ1IL+Bq/PKgpRW3vX9QKcnnByofA1YnMkARinhXeMvz7QKEE33CoWaeAzWcBQVPjxgORzuIPV7AlfFZ5I5scyv1uOogM5PymuTOeOfV6jFjTtWmo8EUiXCWHyJr2YTxTQZZYX0SHDPZwAABZwYwENrCJfrdiHJUQDUyrAZ7owsK9nB0fLDdAC4e92ZWBMmt5uMye0mo0ZwDdc7mNl6fSsySjLQIsa9mf0O8R1wMJ2cF/+O/he1QsUHea3jWmNcs3FYemEpvj/5PZIikjC84XAAQKPIRpjTZw5C1VU05FsGGrOHqkapsYr9J4QIDdS/D/0d/1z5x2qgbB7d3KoZ566RUy73N77fK+MrhVLpadCHSJjU74kAZQDuTboXR1N2YE50JJrr9Rg6fC5Uy5yEYk69INTz5VGXyQQ4Fk05u8msTo8TAXfA/QlthRI44MxpgCFRF2L+B/zxSryIcUyiLwIAN7h4AC4yg3d8zJaR054Vk8jr68lEc3rAdGBeP8BVtvHk/2zODh9EyYuQmXoeuHUCOLVcuL68vfFeTyZjjooWufcy2/oVZRIamcwGYcskf4l/njnlSlL/im5BhUONaXcYeeHNXBfyxJAmCc/o0XwkefiJEVWf3KDVIcRjKqo+oC8V9zJzhb27Nj/80B0sA9+arYBnfKdzlhvcENGlHnq4+JvadplGAZKZr80Y2/Lbt4jRLLGXsNyoH0nmvqR+wvWeas+8dMK98kUSoVquNOo6Pg4cme/oUeMlViF0OyzD9ryYdojKMqdgD44Ghn3hN02IKhfmGRQJlGRZvw8Fz7vQIOLxh/HLgZni9wo2WHx9GReAoHfSheHt/uL2WSC+Benw93yZhFDs/1ZYpvOT5F4jRVA0ERD2BV54CQjhG6Es3pVeGNPMExZnYoagVc4m6+qVdV7H/Wmf4hpbE3IDbY9fz0NniXvPxdyL1vccAKbUve81X5ePAX8R74PTE0+7KG1jYP2BrguJ8GCTB63GtHM55ySNaWlFadbMnwBwtcDmyRETFIO7E+/26PhVhWB1MJbcswQapQZpRWloE9cGzaKFfZ52NdqhbVxbjG9GPK0bRTaC0qx75BD+S6FQ3CZEHYJZvWZh/o378GVEIQYXl2BozTbOd3Iy7pgfMAep+qfQ0XTKui4zpAlqhMQSDzNnumXDviDeVs2GO25LP+m8TdkXxdevepb8vXIWaCy8p+4xtUQv5Vnx/QB5WqWNBhJjmiaCTBSJPVMPfE+8tFUBxDv7t2Gu67XwRgrxiErqD3zVWrxM23HmMZBIe8tbwzbYRWRCeeGlEZGr6iGdFElomGd1w+I6evgX0c2c+WZQwLnI9ukrBDcfJw+R2MbA9Dzg7TQy6AwIAUJFMnXKIam/MAyQH35YCdjd+A0AwDnWQyOfP+k+2TGc035AqlQTQXX78EtVAND9ebM3Ee+39jR0ce1LwMpngKLbrssC0skWWBdhngltgNeuARNWu9c+F2jVkU63Tz3fFNtN7fCdcSSZAe08iYTb+oOKyDjlQ5Rl2db3BnWYT+oMYvRuGdI4zovvkB9qPOgDcYHb7i8498R94bBN49AbGt8Nn3lA6ouBGHOikaZDyas1XMaM2CDGBSfihJo2EQaSZbGhIoPouchAZzQ5ZIH+8zBJlsAXl2cAjwyASkYJpZRHtQQbrm3Az6d+xqU8J9lKRbhRdEP0vT3OspQmFyRj1oFZ+OnkT24du6rRJq4NmkY3RVpxGk5lnUJmqePMP8MwKDOWYc/NPTiUcQgGs4dljeAa6BjfESMaimgqecGqK6vQZUkXvPrfq64LUyhVEYuWlzYfepMeu9J2IcdUgsfzC9G3tMzrrO4KfRFqc7YJ06IA8/jAVQKAZsOBxzcBA9533Nb3Lcd17vRXv2xJNEF5ODOkAcBdylNOtwMgovRNhpD+4PQ84lH2vt29vc8btveJvYD3soFHVwODZgJNhgJP/Ctdf2AE8X6LrEfKA0D7R8hxLH/3/ei6nXcc3vWbShkXkQmUKgs1plU3zOEucAhjEVJuFnL+bJM3Qv/uoFQ5JhuoRNyK6oxE7R+4Rz+7opviSEAwCeV8iffAV3ngqcg3onrqbXVmJXBqmfzwOrWEgdiVZhoAhMQACt/eDo1K8Qenpa+2Q9cETxhex2dGF4LrPqAkyX2DRoVSQownyL3qsCmw5KZbVTFmPaRu2m8wVGe75lhvjGNSDP9KfL2rjLIA8HU74PgS/GiU+K0YBTGKTjkmXYe9cecRR60t1Oks30DtitxrNmNaCBncsNF2GSNbjQYmupfswH48E242pknS2TF8PTfY0Yft9RXkvuaY1dK9TrLOpMORR47gxKMn3Npv9dXV+Ob4NwLPODnwExY0j3YMfbagsJs53ztur/V9Zmkmll9cjk0pm+x3q5YUmLOLiRkuWY7FhI0T8NWxr/D0lqdRoCdlLbpya6/5IDkHDxNrQpmxzKrjRqFUO4Iiyas6CEX6IkzeNhmL2HRMzcvHiJJSKFc943z/n/s53+6AzOd3WDxQvzsQ19RxW2JPoKV9+LX5WSB3AvLKVsFiARfsqOvJow6TLbnNSt0uxNueP45RKIXGLqVdtIFSTfTUer4IjF8G1OsGvC8jUU7PF0l9fB04PlU926QvKZHx2znhqpInshTTmLzSEMlqATWm3WGEF5HwwkimpPwPXt7i6hYRUDvvhIomsiQZv6g/w2zVvIpuijRR9UnIZmCkUPBULioN8Oxe4JndxEDnCbpC8pqXIr79ZbvwKkZhC+mty8vGJqZpUR5IeLtYroIk5iaGK/ajHXMF0BWRlOd7vrQVTNkLbHgN0Hmv1aVNqCRZJOXS8n4gvI5oR0PsLsI5ubcwJSSRRgZikMLZOoYKxg/3o5IswN6YpNSQTrsc8lLASj2WXc3AA0CvVwANz0MzRMS7d8csoNA9g6Q7nKj9sHAFw7gdQs3aDZRucbawVK1RxDg+bI7DKoOoMduE1gtb47FNj1nXcIDbz6a7V9yN57c+79Y+ANCrdi+Mbjwa9cLd016pG0aMsa1jW6NptMig0AxfD+30xNOCsMXaobXxfNvnMbap/433lYE6YeKaaQDAgEFieCIA8t1ajJAZJfKzurrD3Yl3Y+P9GzG9+3S/1E+hVDgWY5oqECqFCq1iWiGY5fBPaAgOBmrApB4QFL/U1c47W2TizBlJeTIFz1e/AHwYC+wVyWgPkIz3fLo+C3SbTCZnE9oJt9Xr7rj/f/8TLEYwpcBdr8lrm79RKGzJ1No97LysFFGJGKD7zGHdHUkz16G0e022hBS5nFCftAi8qIr6PchrnS6gVH2oZlp1o8cUYN835IEggsokL0TGZ6iCgAcXkfflLYKuNYttVpZ4ezMaYyEGKo8jha3kMz5PbiXaTvYzYHJxpv/kC+zFQI1aMqOXfx1ocS/Q7Tng2k5hFtNyJLxEPLyYNQ/cnwo/hLG6v7DP1ALQjQG2fUg8i3q9Qgr+dg95DYwE+r9TDi2uRIxZQITszd6CHM/jSq23zxgMWbPIE5X/oj7jhUeWnInq9o8Ap/8Wruv6tPxjXNwABu2cN4BvLKvTGUizeS3h/BqbERoAbkl5sfnIkBheh8xoG7XkPAWgl+pWxDYBsuWFN5YphKG8Ws5WJ+tOgoPrewWLjKpQoqD77E/fj9YLW7ulmTahxQSPjvVut3exOWUzTmefxsXci+heS2RQB1iF9AGg3aJ26BTfCb/cTSQf6oTVwXPtnvPo+FWRCE0E2sa1FfFCJGGeq+5dBRYs1Dw9yWCVf+QvQgNCERpQfRM/UCh8IjQRWDp8Kf74uinej4vBoJJSdNXae2XaPVBdPpI8fGZZsllu+4B4YdljmXhVmyNn+BIMPV8C/ubpPN/1GrDYB4lEOj9JdFRv7Pe+LleM/pX0gxtJZxh1ikKJaPssDC8c9bpZVRIZE5r8s1QJYV8lUxGLBtrFAIBkxQ5ftoxSwVDPtOrGwA+JR9Dd4iGEpcE+yuImF84ErHmR/EllW/QXFi2DzdIu1xVBQsFxAECiwkehVv6CYTw3pPm6HXIwlJGOUasHiAt1y/uAEXMr7DOojWJpoGwh1l0NxAjSQ3kOotk8E3uT1xoykoa4pApqpvHCblmex43S6Nl95AP1Qjyh8nOIG8cSQy4fiQQIVuxSzz+nkggxs1wHfC1JviENcPTiFPNMI5U5b5McBs4A6nUlSWIi6gAa8hvdjO+PafpnMVlvN3BpPFh21axd87SMDCNHiDCrpolTAvfakjxMTKiB4Abf2u9FSGgru23ecCLzBLZd34b04nS3983TkZCdU1nSmjtlxjKrx5WJM8HEC3HPKMnA0gtLseHaBrePXRW5VXwLJ7NOSnqbKRVKFOuLkafNA2v2Io4NjkWDiAboW6evT9uy48YOjF8/HnMOV8zEDoXid5J3kdcrW2FkjUgrSoMhOBZ3lZahhc5RLy0k/4Jb1dt3Aw8njBcvKIWU3IilYnPyGwH20iFJ/YkW2aStjmXdYdjnwBPlFG6vCQWaD3edSVyK4kz8pfnQupjKxpVP0qYqSBEXBC1sE1oRjLCv2sNwAMmBj+BX9RyYzNeL6ZrvkttRKg56RVQ3FAqnHkFG88z1TS4G5WZW0+ab35RzmGclhSnvcNeqjkWTyRWRdYn3Y0CodWBfobj8nXnbLR06sX3o+eIdPkq+IJWA4HXDU/hUbQ7Z5lgye12jOVCcCaQdArq60Irp+owt9bzTmU8PPkeToUC350nmLz5BkdgX+wB6ZP8tvp8rJq4DGvQW3aQPiMAKloR1ClRYGg8GSnOAk0sd9rnE1sZGtiteMi9znHCer6GerzEmcT28dBK/rlyPSReeNK8wCZKk5CqUUKhKsODuBVAa4/HoNuL5yQCy9DxD1aEoNngXcv3jyR+x99ZefNTrI4wMHSlahuM4FBmKkF6cjgfWPuCwvUlUE8n6tUYtUgpTEKWJwt8j/xZ4XV0vvI6PD36MRpGNcE/De7z6HFWBnDIS3p1ckCxZpt+f/WDiTNg+ZjviguPAcRySC5Kd7uMJebo8nM4+jZhAX2XRpVAqKWV5yNflY+jKoVCogJNp4nqXtS8uAvCN/Ho5DhlMHOI5oltVqHEzskMyo7ndROb5taTP1Xgw6VMKijJEiwwgOmN514G5LrKUVnXyhQlvNrGd4ahQemeQUaCFiMnVihYByOOkE2QVMWRc0l5xBaV5CoQByMu4DhfTrZQqAPVMo/gX1mh7b6wY8d15AZ6F1vgL7g4xKmoNJmgNMsT/pZh8GHhis2M4pwgXgjsBQVFEDHbVs8CRBZ4f10eI2cDaaX+yduqEKdJFPNN8mIGTqwwehl7AwI3QPjt8drWpg3GQdfQS/FQ9DwaV2RijCSdZbVvdD3R7FnhgvvSMcL93iY5JrQ7A/fOAsFrAmN8ERc405ulyyTkfmo8UJjtQKIAhIl7Ke77y3JAGSBrSnJJ2WNSQBgCD9Z/hS6PNcFSkFhoddIzGdf0BwShRRVoX7b+teRmZKLn2IlrEtEC+3pYZjQNkfbdihrTuCeLhllI0jGyIdnHtEKWJEqx/d8+7aL2wNVovbI02i9qg59KeooY0AOia0FV0PQCozN4Xebo81AiugahA23GiA6MxuP5g9KjVw602V1UsWmm1Q+VPG94u9Y+3ePeE7vi2/7d4pq0LwzrFOy6sB9ZPA8zZWSkVR5AqCCwDnNIEIEUlx2/D9ZN6i9KmvXk7pIV7DYpvKb7ecu/PvUZ01ZY/Avw5gcjE8PcZs9Bx36j67rWhKlJB47bKyIFrOU63xzEFCOd5o5Vywn5LHEsMwVFMMZbpewEA/i7r6ONWUioC6pl2hxFcRkIeajPObwo+g+UZU7xMje0uHbQ/oo3iGv7TtrljZ1IqChPLoe0Hm2FiOVyYOQQqpQd2+zhpDwwLu0ytcZfyNA5HDEYzgHSIAKDI/TAqf7PV1B75CLOGee4O6IVE7R+4wtZCI7HBvCVsYt1UYMUk55W3uBdoIy0sblK59rypzCh4OmmiyQYYJViO8U9SAWsjlFhn6oauCsfwlD2dv0W/Hj1sIsxy6MMTKW7zIPmzIzu6PW9JhjEtvgUJbU7eBTQeJF3u/Bp5bXxyO/CLXRKIJOfaKzWz9iEl0GI04Onb6eUnvWH4kzAAgll5+8aX2DTZIsuEM+o1TSawuloIVgejzFhmXc8BYLKvAHXkd2rn3z0fT/z7BPanu6d583rn10XXr766WnYd53LOoVNN8YQiGqWt8z56zWg0j26OWb1mAQAaRzXG530/d6O1VZuYoBi0jWuLxIhEyTLHJhwDw7uuSv0kRZEQmoCEUMdECBQfs8wc+hfXDOhCe30VRWxQLA49fAgf/doND9civjwnrqVC6cXzmVMFIp3hh/LLrOuZXcDBn4F+b4tvL860vd/ynnQ9V7YALUc5ru/5ErB3rnWxlNMgGMAJNgntFO4lVaicCL/nuoyLzNrVGHfntxm77y6Q0zpsuzNcK6o/1DPtDkNtLN8snkbWdqso1RmdlPQ9uQjHTrYdOHqalzvFWiN0RhZGlkNuSTkaUY/8Sl5TdmPhvhQ88dth77zjvKAwWOhRN1B5HGOV260JCP7UjMZL+ufxoP59CAwl9sYinYjgvj3nVgPLxjkpUAU103iYBJ48YsY0BibJ69xHYZ7gMFP9m+g2tUknrrniAUZeiKOCb1Tie7h1m0z0W/qL6EFqQoFm9wi1Anu9QrLzusufjwL9hMkvDIzzRDI5t66Jb7DXd+NxVPOM0+zGZQqeMVhK+wZCr99gnS2NfQnDoH1iXYQ2ewdaoxbhAZHWbXOiI4VJG2QQFiAdyuGM2yW3kVKQgiK9uJ6iHA7flv4eOXBWzbRLeZeQWpRq3VagK8Ch9EM4nSU/YUJVJqMkAyezTuJmkXTmWgWjAMMwYMyjJIvBq1GkTGkBmRy9fRTv7nkXv5/73af1UiSohJNpdyKXfOSu0Vf3ObjgWJxV2DIZKzmZ/cqEtsCo74AICQ/Vkkzx9faWk24S2ZvrdLHp2wKYbxqCg9dyMEH/lrz2VXbswmNrMHkV1JCqwd3KI9b3SgjHHrEm27lWjyHvE8rLsYXiV6iVoZqRVaTDdzuuILOonLN2SqDnDbzy2MAKaUOdKA+FN/0FU/0vu/IKZY03P9hVrGPHavqas9h+IRN/HUl12FYesCJGnE/Uv4Aze2samACsZnshF+HCc4JqpDnA8bIUloQ2qJhGGKXvqYE6383W/m4iHmU/G4chP5wXVsrv3A/5GJjwD1C/p2DfzFNbxCsdOAN4apvT484wPOq4sjCNZB4zc4Rtgt2FUkkNCIdTcsU3pOyW3CeGKcI4lS27VbRWmAm3SBlhW3CSFZpzsmRkGDAMufbCAmwZUX+PCCdady4IUdsMevXC6uGrvl/hq75fudyPz4z9MzBi1Qhsv7EdADDgzwFovbC1aNmPe32M+XfPx6lHT2FgvYHW9S1jJMKVQBIQpBSmQKVQ4edBPws84S7kXsCkzZPw/r733WpzVaXUnKikQCz7r5kBfw5An+V9kF1GDK9da3bFqUdPYeXIlT5ty43CG1h9dTUOpB/wab0UCegztPyJNUcSNB6MrNIsdF7cGcdgm7xfaXIhDdB7muQmBTiAYTDSuNm6rnbhSa+aa6XZcOfbn94JjP9TOky0+XDgsXWYbxwCgHgcPfTzAUQynk+YVCrqdBYs7mGlNbkpQgIYoTHtNqKt7wcrSUbUUcp95domin+gYZ7VjGd+P4JjN/Kx8Uw61k1xfHhpNeUsdahUY7RuOtSMCXM04a7L+4G0vDLXhcoRrTqyoptQvvjRKSqKITpGOoW0wXT1iVuY0D3Rf41wE0uYoqC/r1AAUYkgX5bIQGCGE++03+8Drm53fkwnBoiqhkkpYpRnTVAz4h6IpjDxGelbXDRquXFczlS+Ho5aqMFJxRXoiogukJ020LEMI4Z4eLx4qRlnnhFxrP5dtGBjoLyUheSsYjzW0z+GTQUn/K5zVERsOpmNhzPZaf41dabmKFhMjUEch603bqKb7ltolBqBZ9h72bmyNJZKDGRgOLTBUBg5I/an7wcDBgPqOw975ROkCkJYQJhV2yyzTOgV8XGvjzEiaYTDfsHmrHIjk0aiY7x0OKolK6WRNaJ7LaGeW5AqCEkRSagbVlds12pHv7r9sO7aOtzX+D7JMrnaXBg5o/V7Y3yoU8mnRUwLvNzh5Tvmu69wohIrugV3HuG1gOxLgCYcHDhoTeS5cTAlFQoAPYxvY4xql/T+vV4Gtk4X3fSdei4Yw32I5Gz9INaJh7JbuPIor9Xe+XYzCrOuq8rsjfSRar5HzdkeOhz9XRcrPxTVf/JfLhwHtNHOQ1/FSXwdIJEZ3AlZXKTDeCifC0GkT1pHqUjoVVLNOHYjHwBw5qZ42IpWQ7wKsrjyMWxxHHCUa4oDrJtiodWYgiDSob7KVl8NlfKaGE7nyEyPIAzMjgsZFTNDGGCUOK7YgC0oCnjpJPDSCceMjjVdZIsa/SsJ+3uu+sxw7bmcjYX7UqzLSl2+9T0rmZVLnPI4FVnGd/NS4Qwx2oShTBiWzzf4zK4DfNoAWD/VuuoLwwN4y+BCWy9eOKucqP3D+r41IxGeabBNRjAA9EYWE+cfwoy153BExAvtMisRTmPnRQcAmPAP8pkIh9X2v1kASwZmDRS3wZik5QL4951SlS00WAEg3mQCZ4wAwzDI19lCK0YXFTv1OrRnY/JGpBenY/nF5Vh2cZns/QDgi75fYN+4fRjWcJjo9vhgcVOh3qw3uubqGpzLOSdZP18z7fVdr+OHEz9Yl9vEtcGqUavwdf+v3WpzVaVxVGOsGbUGQxKlzct/jvgTK0euJIkaDFocPfoT+izvg8c3Pe7TtjSNbopJrSdhcOJgn9ZLscNyf5ORtIjiP6IDo/Hv6H9xbxmHrol10TmxroN+lDs0V6RCqc1FP5Otj5Me6kMPqWf3kERAfNxM2vSYinjNPaNaDwC4SykeTr/e1MVpPf2L17l13PKmHVMddOA8gwOHQoRYDaeueEkvDA3meJa00brpOMg2w8P6d+x3o1RBqDHtjqVqayhVZTJUtfGa4Wl8ZnyooptyR+AnZwOXFAfUEF3PuXvtuRK1D44mYX9SYQjmo1YlHvn1IKavOWs11jAmW0YpRiQkj29E+dPYR7TOTwxjBdtqMRLhiFI4OZFu1rrbvbqc0IIhwvntFZddZzGNrAc0GYrphon42nQ/8uBiksQg7aUr+unCagERdWy7Q2nV/AOA9AJHI9Qxrgkm61/EMN3Hwg0PLgIGzwICecazpP6yrodYY4ZtwUkim1KV7fPzz/hShsGYWjUR3GAu9CY9QlSh1m3tGtQDshyTSjhD5YVXRKmh1Jq500LNkJpQMAqEBIhPCli84gDgTPYZybqVCqVVM21j8kZBWKHBZEBOWQ7ytfket7260TiqMRpHNYZaoQbWvgjDlveQq811GhrqCZfzLuO3M79hy3WJMGyKb+j0BND3LeqZVhHcPEZei29DpVChVmgtXFXYJoAUrvogJ8jEDgfgTEAASu2ftxzrv2FLzdbA0ztIBEBUA6BhP6SWadzS231E/xZS2TiMc2EcGaY8ZH0/xzDG4yaXJ/yJfykj4Z3CUMVB3K+Ulqzgs5rtJZiwvAxbX+oo1xQP6d/HWS7R102kVADUmHaHEWAkncQ4xredRSkqypCRluefrFy+4Ls9t3Cdjbd6VVE8p62CeNM0Lj0uWaYymY2vsTWtxgPBtcFxgMlI/uzd+tz0xBJDWZrtulAl5GY+Mf7wM+6pDMVO9/neNFKwbCogYtQ/mkbiLaNN/+sK606Qp3NzJKvUONnqHrtYYmQ5yDaHgWf0ET2TFWpg/DIsNMk05uXaZpWvhbTH88pVzstrwgCVBngzFc218wEwsrxO17PdHDuJIbFAjynAo6uB4Bhg5DcAxL9Xx2PYPrszPUYtQ8Ih07loQSUsgAuaACgD08GBQ3RgDXD6SNuOO2e7/Ex8aobUxAvtXsCU9lPc2m/Ktino+kdXh/UZJRlgOVZwnvPhG++ciePrjDqkFKYAAN7o/AbGNx9v3XYs8xj6/tkXj//rW6+rqsxTm5/CE/8+gVxtLnBqOdro9FiZlo4v+37p0+OczTmLz49+jpWXfavFRrEjOAYISwBUFaPPe0eT0Ja8htVETlkOxq4bizMam7yEiRF63F/qYJc8Z/2rAIB9QYEYV7smPoqJggPlMSf40gkc67sAvT/dgRHf7JG92x62NXrr52I/62xSU4iUNEVlY7FpoOtCdwAcB/wQMNcLgyJ5vhdwwb5rFKVSQI1pdxghJdKZrfxBRejAnr1VgF7/2+G6YAXRhEnFn5qZ+Er9XUU3pVyQGiD6knCT2cvIIpbe5w3b8SvIoqs2CQ26R9gmGKifI66ZpisEZsaQP3vPmxT5Hbo7AYZz3gG1T90+7kfy/QVBixDYPLMaKW65e2TRtatMPfw2aaANjAOGfwXc9zOgFPOGkn+DNZhYXGj4GPTRTYG3buJWUGO8rv7Tul00DCfRHJoZGI4y+GiAWqs98NpVoINIwgMzeoXwWKVOwrj5SH0bgRyHnzIyUXrjCagYFUqNJWAC8gEA3crc09RsHt0cIeoQPNP2GTzd5mm39jVJnLtxQUR+odQgPglkyR7aJrYNmsc0l6zfYnSL1ETikRaP4O5E33lMVkeOZBzB4YzDMJhDqIM5Do0NBtQPr+/T49QNq4sRDUega01HQyrFh+ycDax9Eci5XNEtuaMxsAaczTkLJcdhf0oqDqSkgrUzppnU4hmRs5SkXK7STu6CE/ow1y7yUQICEVYfJ+Oky5nOJ+685XHlJod1nyR85ddjesIC09CKbkKlwH48m8U5SlT8Z7LJsjRlbiAl0DahdZ2NRxftdxio+8xvbaRUDDQBwR2GQR3qupCfKC+jxrpTwrTo0SGVS3y9tjkVcgPF7Qpuif8odxuq9YDmc4wXCqioINe0iJJkwXInxSWwUEgYmHmNtBRo2A+4tgMY94fYDm5x9lYh6jdzXa6ywvI63kGlIkYw3r3F3iikYMjy+cAnvGoDJzEz8LLhBXzhVc1COirIQLANk4w0AOgk4kmkCgKMZUCSfKniBXuT8fG5wQAGI0UTCqWdYecfthd6KO30uNo97FBPmRuhL5K4eBbYJxQpVNq8FBgn2ZALlZHYYuqAEjvDnwpAjzItTNomUCqUyNHahP9/yHAvE+vwep7P0n/c62Pcu/pe4gkF4Lchv6FNbBvcv+Z+ZJVJt8NihDuVfQq3im8hNkg8kVCjyEZ4peMrCFAE4KeTPyE+JB6jGo0CAHRN6IrTE+/sEB17Zt81G+CAcHNypHMBasyJjkKdve/jw54f+uw4HeM7Ok0cQfERlnDtwnTn5SjeoysCzqwEmg0DQmKRnXoAJ4OD0Df/OiI1w/HdgO+wYs3j6J5YF0l6PSDsDqEkIkmwbGRZqACoOA4hLItAu+etfWqmrEL5Opfu4u/+6/pT6Vh14iY+t1v/iP4tBAaKZ3euSH5S+7KHU30Qi/Dim3zrM8IxXlPmOpJUN5DMJeAPk/zERZTKD/VMu8MoCSKhTRURYig1GPU3ioqKNZWgFlM1Q+7ksuNipsA9vjy+fuuZ1f8dYOp5oMeLvONX1O/vxvkujPkkL4+uAqbnA428d7Ffebx8PVJ9heWWwfHEgN3VnJMrFusSJ+eRL0+xTopLAIDuynPSZ9CUo8AD84HOT8mu9+A15xpxWk5k0kFEY42fHdkXnztV6Zjh0P5RoeZ4yRfU0iESCtaAQcpjGKQ4KvjuyhgGb8TFILDWMhhYAwKVNmNd+wbuiZU3LPU8oUlmWSbe7/Y+Vo5cidMTT6NjfEeolWoYWSOUjFKQQIAPP/vojaIbkvUzDIMnWj2BhNAEfHviW6y4tMLjtt4JDEkcgiENhiBIFQTENUOhQoHDQYE4kyOtS+cJGSUZ2J22G2ezz/q0XooEWecrugXVn7UvEy/AxfcDAGZHh+Pl+Djsub4NgapA3FXnLuQryRDzakCAwyRXp80PWN8bTCz0RvKc1kGFEoUCWoeHi3D/a9mVV8rFFZP/OIYt5xwn0z9Q/VZh0jjOuFt5xPp+gZF6O0txja2JW07G1gwDPKXagCGKQ5JlKFUT6plGqRTojSxGfbcXLWuF47Mxbb2qqxI+i+4oHl9wuOIOHhQFrSocKTk2wW4550NuiR4RQWoofenGZmcReNdAPIwsa4XaTyKeaUDFiQ5WEsT0sVyZKEs5oUHCxPlozsguTMXCQvUnyMVS3xxDLhG1gYjRbu1iZO2/ORnG3vo93DqGJ8wKeQfpmRko4QJhUT4sUwg9qDWs+wMnluNQqDUgHIARwIbQEKhxAhzHIVpTA5w+CkxAnrzKNr1tfZvHz7DqJn9e/BPLLy4HAKwYuQJNopoAAIycESbOBIWE1x0/VL5/XdfeiLVDa2N049GoG2YzVB7JOIKpO19Bg4iGWDh0ocefoTrxyaFPYGJNmNJhCsKf+BeNCtPwWf5FhIaKZ1X1lIPpB/Hu3nfRq3Yv/DDwB9c7UCiVnXOryGs6CbcsVpB7VyFMyNfm47Mjn+FYoM1D2FlPxsR7Nm3i2gNIdjCmMQzwr/IuPGoiEwT+FG7357z/NP2ztuPYbStCcKUbv5hYDvyejxaVK9KnPHF1WjRUZOAqJ5HNHEA8yITmXcrTgEGyGKUKQj3T7jBUJuJVkOBuJjsf4MxDaM+VLJxLL8RfR9P8cOTKlcmwGEGuC1Fkkc2R8JwrQTbX+Id/OYghX9my7biyR51PL0SHmVswbt4B5wW9ZLFpEAAJD00xz7R93wBLxwOZ7mUaFKNUIa5PUlVQ6G3aJeJXs+37K4PQmGaEuBHMXTilGu8ZHnNY30d5yif1+5Ndl7Lw3yXn4Yz9lSJJPBSuv7ulh26g5yfbccUDfRmO45DHBSONqyHIRGpvRFVBXmhppJ6Ed4UwJPvrWytIWKOG4/BaTh60t4dBwSigZ3XODWmluUDKXiDd/NsesOlbFik9TwhSL8zmBWfR6QJsxjIDK97DjtAQbZZpHach2IlnnoVm0c0wo8cMTGo9ybrOWJSOPF0+CnMuetT26sjyi8ux7OIylBnKgKBIxMa3wpCmo9Grdi+fHidSE4kWMS0Evz+FUilgTcCSB4GtH7i3X50u5DU4BgAQxHEIZVmowKDMWIY1V9cAAH6/lYFlNzOgc2GEsXiuKTjGWp8AhQp5jE2jqpirWv3os2x9tNf+iBXsXdZ1p9iGgjJuZ3ovB47fED4nK2MbqwoaakGrtpSrMY1lWXz55Zdo1qwZAgMDUbduXUybNg0lJfJmehmGEf0LDa04HbCqRlhJitPt+65ko/en27H7sns6MlLINWOxPorEAgAHB4xKxp+mvthi6ig6MK+O+PPRe8U8C7QvzQijiZxER6/bD5Kdt2D54VQAwKFk3xqYSwNiRNdbTk9hYgY7z7Tf7wc2vwtcXA+cX+t1W9gqOm9i60+7uKgZBkazB5o/Z07FBIP9ia+unecWHxWpW/idHmI9E9V7a+Vp3Mwvwzv/uK/H9czvR1GceR3dFWfRhEm1bbD7uZWcUVZ9p6/YQiA5Dth6noTSBAB4tLAIhtzeUClUAs20Y8nmffZ9AxSa9fhuHgV+uwf4qTdwgHgStdUSA12PBM9F5B9t+Sh+H/o7fhn8i0DkXm3O2OssU2mQKoiEI8ogqzQL265vw+EMm5dwm8s7sSrtFr5OoeLsFp4OrI9nmWiEKIOA22eRfORnfLR9KuadmufT4/Sp2wfLhy/HW13f8mm9VY6cq4C+HMLzKkhSpEqSdgS4/C+wx01drIZ9yGuLewEAWoZBsUIBAziEBYRhasep6Kw14OOYaKwODYFBZiDUCMUhhJo1025zkfjM8CA+MzwIU1AMNij7Q8/5ZnLMGc7uw3J5RC+81tO4OMGEEQCHzJ/xTG6lC0Yw2Q2oxih3Vkg7KgP8ifAVpl7oonVMIjdI6djXslCPqb462Xc65Rrm+corr+Drr7/Gfffdh2nTpuH8+fP4+uuvcfz4cWzduhUKhesBX+/evfH008IMWmq15zPFdxp5EdKZwABg/C8HAQATfj2ElE+GlUeTfE5uiU6wXNn6VXqo8ZRhGgBgZgW3pbrAAbh0uxgtaoU7bKuozklpgE074UuDLSSPdeWZNtvOTTwvxcctq3qwGtuMtFEiC5iFEAiFiTWMb2YDOZZFQ0WG6DZfZqzdYuqIQcqjWGnyrXeMPaLZO73AYHJ/RmTzudtYGTAXHRRXzGtICEyQqVBQTsXJ+w3Frq1jbCO0VF7BovBwBITsgIkdApXCZnB9IiEev6ffJsbrze8CMwqAJTY9H2x6EwCQriKDuDKj8PniDoX6QkRqIhGsDkZogHASUMEooJQIJS7QFaDMWIYApTxD8ZnsM3h558toE9cGS+5ZAgAIhgJJBnlGyTuF586as35nXwZ+H4XbjA7LEuLRuDgFT7WRr0foilJDKQp0BQhQBiAmSHySpdqTehj4dSAQUQ94pRolwtCXAgGuvUUrFdmXgdUvAKFxQL93yLpgkfPSqAeUalmdqDKzRIYhOAahAaF4vNXj2LfnI5wPDMJ5TQCQAXxvHInnVWsc9mUYoAiBMHJKmMxGuVKGQTyTj+9MowAAE9QhKGZCEMAQL+XGisqtA7uHdZ1IwN7LKwxlPu1L+AL7iKJlpv6YUkFtqWj4vYvTbENkIkqyrBhq0OdvdaXcjGlnz57FN998g/vvvx8rVthEcRs0aIAXX3wRy5Ytw/jx453UQGjYsCEeeeQRfza1WpMf0QKP6N/CLS4G28vheBXxWFDKMMpSqgcdGSLWHsWQELOCMsdBd4WlH+A9ectEvKUkNdPsiWvqu0ZVMSzfId/wUxpYU7SgiiHGnHwIjRRpXJxvGsMKQw3/Nt2FB5S7SPt8cJKdSM3HrHXnMIwjmRpvcrEQ+aQeIRZir1e48nJy/aF80fGvZc5uzCfUKPQuva0iiXN0nPwui+WMucTWQSPVVXwdHQkN/gXLzUZMYBxYfQwUATk4EWgn+l8gPkgbVlyKQoUCkRJJAuTw/YnvseQ8MW5tHr0ZCaEJAAAjawTLsZKaaUazZ16pUZ5XT4QmAu1rtEdSpC1j3llOi89q1kBtoxEfefwJqhd/RkaDM+kxQhOMYF0haquUeDavADFdH/Tpcbbe2Ip39ryDnrV74seBP3pX2Y+9gIzTQMfHgBFzfdK+csGisVUgnUDDZ8gIT/cJB38GNr4G3D8PaOPbc8av6IuB1ANAeB3bc83+3lOaC3zejGSMHr8MAHDmZgEigtSoGx0MZJO+F24eAwAEBkYBKENAdEMU6Yvw16W/cDjQ9owJgAFH2caSTeqsI9fF3DB5RuwrrLQ2VWVgvHKbYPlu5RE8x67BD6aR1nV1mUxBmTDGMeFPRVPZPOUqFA74wDABNZh87GRda3vbG0svoj7qg3qnVUfKzeqwdOlScByHl19+WbD+qaeeQnBwMBYvXiy7Lr1ej+Ji9/VZKIQ9bGtc42qVy7EqwilMo6LGtOrO1axiPPTTfqsIbQZHZoge+GGfQ9mKyuYaaLB51/xu1ksDIH5RKNXAg78DQz6xravVnrxGNxTZwT04iUF6VYGR0JKywP9K7UNapUJcD7DNkV4gv/NaqhfOKrKcb8+rB37YhyMOIcq+Qayl++IexGsGm5f3UPsMU6/4NqOhO/AzhgJAkZH8hhkuslALlAfNJ0UMUwg1BwwpNEKf1xkMw8DEmqAIsBnxBJfkdcd7CABMzcvHjJxcJEQ2kPsxHDDxDLLFBlsfhjVnnDVx4tpw0RryuY2svJntDvEdsGjoIkzvPt26riiuMY4GBeJcSISTPe8sPokMwazYaBSas6XWNZowOb8AY5uN9elxFIwCGqXGGs7rFRlmr66jv3lfV3kS6KPzLi8FuHVCfFuCeYBbr7tvjuWKja+R15VPAdqC8jmmL7DcHAvTAIPZQF9iJ+1yZgVg0gGXNgIAUnNLMfybPej9qdmbM9msS5t+AgAQBAXRTGMUKNQX4sujX8LEADOycjA7MxsBMEh6a/EnZfTmtzqRBAQA0E37Dcbp38FBznmUjTf4IprlY/WvDusaMrcEy3+b7sJtLtL7g/kRaksTssA0FP8zjkMKl+CybB5HJajuFMpthHX48GEoFAp06dJFsD4wMBDt2rXD4cPyMgD+/fffCA4ORlhYGGrUqIEpU6agoMD1Q0yn06GwsFDwRylfLmUUYcrS47iWVb6G0EoW5XnH4SzxhKdMXX4CB0U0zi6LiKD7MkGnO+hU5EHKcgzKYMtqJXo+KpTAjf3A4V+BV6+QUDOZIV3VGct3pdDmW9cZXIR52mfzlKKb4jy6z96OnRczXRcGMG93sqxy7lKqN8LEctZsm0OU5Fk4WHHEd9eOSDUF6jj8ZeprXVbbi/xH1PHNsV0gJmh8LVt4HZ/PsYWQOvtKTCJdmj6KkwjiOHyWcwu6jNFmzTTbwPFY8g1hC1Y+aXs/6gfgvWwgvDZ2BwViW3AQCr3I5vlOt3fwXrf38GaXNxEXZPOYlArvtG5XKBGkCpJtjCk1lCKlIAXpxenWdY2CamLO7Sy8aqIdfAsDygwYVFIKjfl7zVAqsTwsFJuSfauNOLzhcBx55Ai+6f+N7yoNK58JUQG6YmDPV0DuNff3rdOJvMa38q4Nc9sCP/cB8lMdt6mCAHVIxbjTfFIPmBHh/K+yaI5k83QTfx0kXY7HpdtFwhXdnyev7R4GAOi1+ShWKKAtzUWwKhj3Jt2LJGUEkgPUMFh/Dw6nAwJwOiBAMuBNZf6KHBIQmMlAjIPWWFXlGNcEXXVC3a3K5glm354pqlUV0o7KgLtaeke4pkjULrEmSsunxrVqS7kZ027duoXY2FhoNI4Dndq1ayM7Oxt6vd5pHV26dMGMGTPw999/Y+HChejfvz++/fZb9O7d26Wn2uzZsxEREWH9q1u3rtPyFN/Avw8//tthrD15C4/OPyRZ3heIZkukVCsyi4huURuGdOpjmMpnHDcxJCQtC8IZecnT88D3QM5l4II54UAq0S9EoffaIIFc5QsfcAdWaTNGBugcwwLlXPMttPPRWvuLdTmVJcaMBXtTZLUht8T588kTcop1aPH+v7j3uz3WdetNROB+G9vBZ/cy0f45y0LFG9IwjN2xzOE75Ym92DEAXGUTkM4RPZ/6ikyU6qUze17n4gGQLL/8jq8BwPbgIKhCz4LlWDC8rs8f4WEw3fWGeIXtxhOvUQAzYqPxcnwcbvEMVJ4wqtEoDKg3AJGBkdZ1I5NGYmzTsYgNihXdJ1+bjzJjGQJVgaLb7TmUcQgjVo3AtP+mWdfF1u2Guwd8gp493/Sq/V7DccQYc3wx8X7xZfYhN/nsdga+yMxGVBmZkE1WqzArNho/n/65wtokm/rl5H3FZ8v7wNbpwPeeHNvHVoJskay0k/4F3rkFNBro22P5imUPV3QLCCoZE05yPeLNz6gyDTEUGDShiAqMwqxes1BPW4KFEeF4Py7GbJXhML52TYyvXRN5Sts9mGGAQ5rncULzFAI4DiEsCw3HoZP2B3c/mU8o3xGE7br41PBgpTOmASQTKYWQEjgeKYHj0ZU5L6M0A4BBrHl8koVIAEAuNapVO8rNmFZaWipqSAOId5qljDMOHjyIV199FaNGjcKjjz6KZcuW4aOPPsLp06cxd65z7Yi33noLBQUF1r/UVJFZLYrPEXso2YfwUKo3/ugbKM3uZgqzAaAzc1GyE+IPzzh3sPe8EZ3d4g8o6wi9d5F5zus2qGUKuFc2LMYkQ6StY39L5P5hSZwCAMGMLQGBgZf5qxSBKIJNKLquwr2MxUo7F8dcOPeQk8OOi6QNZ26KG4Mt2Si9Rewa6Jm9HFcCH5XeaV4/69tf94h75fGrPZdeiDM33Q914l8NK46mmdfZKj7ENsMJrhGm6p/FMN1HmLfbtVcMA85acQBjQqmCwUvxcQiq+ztMnAnRmjhAT0In58REgasp4i3ThhfqV3gTLXV6tNdqEZQlMoiXSUZJBjou7ohBfw9CPs/b8vl2z+Odbu+gdqi4DpDBHOasN8kz6KoUKoQFhCFYbTvfr93Yg1n7ZuCnf5/zuP1e8Vkj4p3zQSTwdXtg9WTg7yeAD90TcfYlRzUaHA7UQGf+XqNNLAaVlKJbQjefHmf9+WXosrgTXtz0hPeV1TB75bQY5X1d7nJjP3k1ap2XE8Ny7tqHE3pKSA3HdfP6Ew+xGwd8cwxfc3F9RbeAEC5DbyzYHFIv4gGZ+OZ6zN5I7oMHk8nkVoD5nh2kDECZsQy70nbhvNI28WHklABjWz7Q1mbo5zggAiWIZEpgYhiUKBQoYxhk201E3syv3mOHK1ztSpeAAGAwTD/bmhBpgfHuCm5P5aClIkV0/VZTe+v7cJTgCeVG63IRF4z5xiH4wzTA382jlDPlZkwLDg6GTieeBUur1VrLuMtrr72GgIAArF/v/CGl0WgQHh4u+KMQMgq0OCQSMled0Bsrbvb7Tufp34/g3VW+zd7ljn2somxpwYVk0F+TEepgiTjfQGBSsG9wgPezWJVxttNTth51NC4eSrF9xyHQYq+JDDhXmnq7rE/uLLS99t4nxvFI1P6BRO0fMmsQObaI5xn/KP+e9ZUxzXFdtE7o8XiRlQ7rnLnOtUFXa2Ax/Js9Lss540IGCSXia6M1VxDB8pXsXTjLNUB2kXQ2zWIuCP+aOmEn207wuyo5oK1WB1NpPTBgiEE7wPbM4/hJBTo/ScKs7//Jtq7NWHydmY1F6ZmoX9tzj6BITaT1fXqJfA+3qEBicNKZ5GUS7VW7F/aN24dfBts8MTOTd2B5eBj+DamAzIM5V31nRPEhT9esgScS4pGnJ8bspgYDvsjMxuudX/fpcUwZp1Bm0kF/+6zvKj25zHd1yaE017uJnWSSrAXFXt7TAsyTGBqR56KuiGiXsdLeq+5wMaMIE349iOM3JLQsn/jXvQqHfeF9o+TCsoBeIiRdloaqLTRTjBdVKwEAXQsdv4PssmxM3jYZGQoOPUvLMLSYtEOZsNpaJtQhAQ45jk5KM01Gi32Fv4JbxCQN+DDWf5UHy8/whuFpjNG9j4+MlcS7sgKQc17wf+OOikt4X/27dbkQwfjBOBLzjMP80TxKBVJuxrRatWohOztb1KB28+ZNxMbGIiDAfY0gtVptrZviGrH7dLfZ2/DgT/tx9Hr1NKjllujR5N2N2HeVniPukJJdghVH08CKW39kczglD4sP+DaDl71hw1knpaIMSZk57lxPvEZaOrq1OpDXBnfJruUPY3+HdSfZhkhXuBZLrYyInXnBnOuMhskcyYN5kxMPm/MEhRPxPV96P05SkZnM51VrfFanWOtYu/C642xjFHPywgjdpVRvlLyPuBpg2G93llDkFmLxjGEqphls3leLjQMQynFYnH4bpdefh0qhQq7O9izYeuMmmNqdbZUc/gUOBMcgVaVCikoFnRfZogNVgRjVaBQeaPIA4kPiZe8XoAxAkCoIKoXnCdhrF2bg+bx8PFToI81SliWji7J8oDhL6F1rMgBGPWDUkfWljqHZVkJ9lbPWfRINBjTQG6A0G2gKFAwOB2pwNtuHRi8AA3IzsSH1JmbeuOR9Zc3MA7HwctZM+6GncNldi4MlKUBEPS8b4uS4lgyTV32Tq/6xBYew+3I27vtePCkJLm50XNewHzA9n/zNKCB/vacBzYYDNcUF+H2GyQhsfAM4vxb4bRjwcS2gyInx0t5DzcDz/CpKF7y6+rnDSnIQyrLgbh1HgCIArWJaIQZq3F1SilFFJaQfpiEG9fZaLZpknRCtx6KZFlzF5VrkarfyGao86LpQOWN52hqgwmGuGYzw/BlU1XF1Rl5nayCbs3lTqu2UAdszl3A48Hn8FPClH1pHqUjK7aro3LkzNm/ejEOHDqF3b5u3gFarxYkTJ3DXXfIHjHy0Wi3S0tLQrZtv3fLvRMQE3Ss7e69kQ6Vg0LVhjHWd1A3v7ZWnsfO1fhJbKfb0nbMTANExerBz5dIYdMd0UVFu87nKONH1Fm8kQV+RbyDQhNvvIPuYJ7gkjIdwIHGvfiZaVtVsnuaPzv96XBlfAGIYCjLpcYEj5+2uS9JeMcdlZtDkh3ma7DJ5FpT6Xk/Nl4gZ+5KzS9CT1wNgwOFdwxP4KuB72fXK8fjNLtah06ytaFs3Eqsn93TYPt3wGEYp9+AQ28zaITFAWpDfXbulASqYAKSpVGDU2eA4TuAReCVAjVgxLxc+13ZgYkINZKlU+KvkFpqhvfPyTpjZc6bb++Rqc4lmmlKesXNX2i68uP1FtIxtiSX3LAEA1NWV4bl8czjxmZVAw77Ap55nJvWY/u8R40JBKrB3LhBUQWGeBi1W3Mog78NqA2P/wLmLK/F0/iE02fc+Voxc4bNDhZTmIMToG2+pCqNImIkQH0SSZALP7ZW3v0WnK9jL31tvNgaX5gFSyX1dZH+WS3qBi3DWlqOAvV/Zlt+4DgRFOpYb8L5P2uOS63uAgz+SPwvnVgNdnxaWC40DujxDrr0uTwGfJZH1H9UEur8AXN5iC8uNThI9lP1zWKtQoFihgNGkQ3xIPJYOX4o3Ft+N9+PIb6EuMqEkuz+C6izB8cBAhF5fJ1rvZmNXhLCXUMh6L6PgCXklevx1xHsZIKOTZ5gUXRUXsNXrI/uWipZJqUr00X8FABgnsb2Y1QAKkvyKUr0otxHWQw89BIZh8NVXXwnWz5s3D6WlpXj4YZvr6NWrV3HhwgVBuZwc8ZnN9957D0ajESNGjPB5m+80qtpEUEGZAQ//chAP/XygyoRxphdUPc2HI1XAY/E2pDvo3vYFztwsQEGp+53zs0Ed8T/DWDymF4YMiV5nDAPc9zMw7HMgwjxbbNGlcWNgsNcklimtenWGXHXuODBYwd6FaYbnsJklHkdiSU90HDHdFOmk8ooJYTkF3jM8BgBQ2on1v7fad54sm00dAcCqUeIv7L/FOkyW2wOAl5efcFlmm1n37WRqvuj2rWxHvGB4CYtMNi0WPWfLWsnYTY/IvZ6NJtt+xQoFhtethdBGc2DiTIgIsI3Cn61ZAwbWCFi8vh5a4lhZ5jmEshzCTCwUVcQwbeJMAu/DDH0hloaFYmNIMPD34xVjSAOAu14lP2JJNvECLO9wRQuMAnkK8mdiGKDZMAR1n4IGEQ0ktes8ZRdXgvEJ8fgk2geGw3OryGv+de/rcocaLchrp0m2dbfPAGXyJiN8jtbJcX2VuMXVvaY4C+g2GejzJsnCLWZIK08MIsa/2EaO6yLrAfd8CvR7y3bfs7D/W5LcIc+sk8kwAMdBabB5tO59sz/USuF9sIDnsWtgDUgrSsM12Pq7HBgE1bHdW5PVwuNa7vMsgBKFwhruyStQLkxaeNiaWdsbjrKNHdbtc5GFNIWtWemMV5WrNRWL3NtKdrG4HEMCU/nHUhTPKDfPtNatW2Py5Mn49ttvcf/99+Oee+7B+fPn8fXXX6NPnz4YP368teyAAQNw/fp1wezxrFmzcODAAfTr1w/16tVDcXExNmzYgB07dqBr166YMmVKeX2UKo2ze0FVy4JZWGYzMhhMLAJUzgc5leHTHb+RX9FNqDA4jvN5R+Eo2xgdFZdxmm0AqfxdzsLCLO2S4nBKLsb8uB+hGhXOfOCm8CrD4AfTSGebhbR9SLhs0ae5vBloLm+y4EnVBjcaWPlxJxW5iWOgZDjkcfJmtF11bO05kVaAJxVEB6+/bo5b+7rDy4bJ6GU6jV1sG78dQ4wQRot2zBWf1+vONW8pSnzJCFm8sAlzKVl1rT5BNOEeVO6EERxCWRZFHNHpcQiXZBTA+zlkMKoW9/5ac9Mc9hRa/l66agUxLhbo5SV46JrQFdvGbBN8zpSyLHwcG43Gej2GlrgOlfYLNUSuuQrsdwysWxt6BYPNxTeREN8S7Wq0w5pRvguvtlAAE04HahDui8ylllDGy5u9r8sdLM+jI78K16efAhr2cb1/+gnz60nftCdE3PPbl/BPzcQ3HXWZP1b9gvGq7WD7vg1FqJP25FwFdIVAZH2bsL8/EDPmHfsdSHKUf7CiVEtvA4CcK8AHkegHYIm6JWYYJ4IBcCRhLHrenI8jcfejEwCV+cu6wGnRsfgWhv8z3FpFCMuiEBrBVE2oVNi/gtz7TYqKmSA/5qM++gLTEKRxcWiiSENXxQVsMXXEKtb5BFmS4hY1XlVipPqjyWoVwk2287XTrK1Y84KjF344JDQMKVWecg1+/uqrr5CYmIiff/4Z69evR2xsLKZMmYIPP/wQChc6JH379sW5c+ewcOFC5OTkQKlUonHjxvjoo48wdepUa0ZQiuf4o09bXga6ymAoq6746ifkOP/plznVTPOi3h0XMgEAxTK9l/iUSOxj+T5lf691u8o+ZjhTvoPk3ZezoFIo0D0pxnVhH1FqMCE1txR1o70TUje56ZitYBg8oCQi2vcoDuJb031eHV+KUgRaPep8hdg1YO/xlcwlYKDimE+PCwCXzEkFpHhOuQZvqJdhu6kddrHfO7RtM9tJUF7uPSSnRA+NSoG/TXdhIrMF+6+nIVH7B1QKFYoMNqNU6Y1JUFiMThKGtIomQEn0ZJWMPM9BjVKDGsHCbIfR2iIMLmaQYBIJN0xoC+SlkAdpUj8g7TAw8hugjvm7zzhDjClBUUBMEtE5O/AdkLwbGL8c2Ps1WR7yP6DJYCDK7PX2QaTtGDPsDIEV7oHBO/9zrgJnp8BwbBGKmw6B4v6fEaGxN+J6TmcE49uMTET5wphWGWjYD7i2g7zPviTPmKZzfh+QjSYC0BUIE/P4oHNx5mYBakYEIjbUHa0rcg5dzymBUz/PtS8BKbuB0b8CrR/wppnOEUs4cHYlMGaBcF1ZHnB9P6AOIuHeMumpPIstytdxC7Ys0Ja+F2v++peyeeiafwVBqiDojFr8fisdoSyLwSYWgcYQMKoS1DMY0MAg7nHfkbmM/VChJif8LJUvy6VzdrFtsYtti7HK7eiquOB6BwAquN/P9DcVfpuu5NxSKTGyjlm/khe9ufSQY6iwJ6G/lKpBuRrTlEolpk2bhmnTpjktl5KS4rDu3nvvxb333uunllVPtAYTSnRGxPA6B87ui1XNICV1k6/MDnaVuW3+JqtYh/hw3wxWLd4u8eZMmUFwkuXOi86A0onovCsO8zJM8pHtbTXlGBnUtn7Q4zb4k0KtARN+JeGTl2YNdekZ6gli10sqVwO9P92BCzOHIFBdfp0TtdJ2LvjKXb+8bgf298pSvXinfZDyqM+P/cueZKfbH1YRlZj+yhP4PIV8r/UV0qLZvujb6422+wWriwMjI3RzYN1ayFYqsbzwOprWFAun9h8syyJIFYSwAHlel8duH8NHBz9CUkQSPu3zKQCgicGAz7Ps5DKm58sbLSX2JH98Bs+yvR/yMfmTIq6Zk8or6KFo1OLw9VRyPrWPBY4twpFADZ7Wn0OTf5/wqWZaTUaFmmUu9LeqEhZDGgDkXnPq0WnDD6NyjgOOLQLWTwMe5ycDcO+cOnurwJqJOOUTW6a9qGA18mRIPKTmaZ0b08rLIiE3Y272FWDZOCAqEXjpJKAKAoxlwJiFQO0OwFfOEyWIfRyjJgwA+a6K9cU49PAhvLfmeTyM3WSf84D++iRokr7GDbUaWoZBCG//6cbHoACH2tx2hLJGaKpZZ7mf4jiaM9dxnqsvWSaa8VFyGB9S1YyY5UUGR0L2i819B7Xd+br00A0M4o0f3jZMQhzycZfydPk1klJuVA3xD4pHdP14GzrO2orMInmdOL94psks50lfgx8+VNVCVO9EdAbfz8ovNA7GVTYB+9kWkmW86Qr4Q79C9qkakwS0HQt4kT3Q7WO6QbHWZpDRm/zvcWEJ0TOY54B6/W+HYLtFxyxSZof0EmcL12NZDmduFsDo5HPws3laOlJVB+F5XKo3OVwzzRi7jLvDvvB3oxwwiYT+GDjhnJ+rsG17ShGIfIUC7RPrIrTZOzCxJgSpbV4toY0/gcHkIoHE1PNgAyOItlaEb/W05KA1aVFmLAPLybvOSgwluJR3CdeLbLpaBdGJOBSowWlL1vQZBf4f5I9bRjIYPrBAZGPFD9IU5lYwAd55ubriBFeG92KjsTDcx6LqWz8gN3eOA24eJZlV/UWwXWbk+81Zbw98L+4R5S6WhxTLEq8pqTp1Zg/HbzoQz8e1LxJd0cWjbWVERPMNJhZagwn3zN2NxDfXC/6Gfb3HWq5YZ8T7q8/gSEouHu4qbfgAbGdwXJgrbzZG+Bn9RaDZm9JlUg/7dpiXa7UHzF6wrmiVRcJeO2cRo7OK5zU7OHEwAOCayeaNqonbBE3S19blqwHC8NKlpgFYYhoILdQoVihQandvqigPqZ0XM31Sj4phMVX1t8tylc0TrLK1pyI5nVaARO0fSNT+gQ0sSXoYazJhSm4+XsrNdyjPj374wzSgvJpJqQDu3By3dwAFZk2xIyl5uKd1gsP22RvOQ8cT7ndHn6iywQneV97PUZnbJoWvWqwXCy/yknmm4ZhnGu60jDcGMS8c0yTx7xkgrH2jiYQLsn7oxPONGmJGEF9zgG2BQOig5UhnP7tYh+93XkFChNAjQq5m2g3OFgb35dZL+Gb7FTzUqS7+94C4VpmS/3kr8TyU3uioH2l/CTAA1rI9sFbbAymBRK+0lSIZJZwGIYwOWVw44jpPgrcsPXTDZRmOYxzsKvwwz0BGaOhyJ+TaxHIYpybZbY0MA8asxRasCgE4BcCYn3+uTt/wWvjz/nVgORZRgeVvSLV4BxTr5RmKW8W2ws+DfkaI2ub7cb5mMzxVxqKxXo+VT/guYYZTmg4lf86oqIkwjsPgurWgYxgs1+WjJoBuWh1OJd8AHj3l00Ol1mqNVdxN9DCpMNGXFe/5gvzxSRoADP0fEOsogO4VpdnC5dYPACufFK5jWenJnzq80PXTfwvDHb/tTMJF374FLB0HJP9H1tuHBjtDZyv79j+n8cffjhpncnhzxSmsO5WORfuv44V+RLz/sR6JmDHSUe9v+6eLgFK4tjhYrlvWz2F8lmspOgm4ecS2fkYE8G6mLaOq1Shvbrcl2VFJNhDJ04Ts+TIxlkbWx+WEYWh85ivzXgySI7uhXeZq5GjqIAaAmncT/+HED1h6YSm0JttEPhNrM1gCgJJ33fP7xTrzd6mz+04r6jbx2ILDAm9FbxikPGpx3pOE2q4qL8sOO4ZuFisUWBUWgjCWBezsrsfZRphtGActSJ9VTiZ6StWEGtPuAKQu3592XRMsVzXnLv7n2nclG7svZ+PR7okV1RyKCwZ+sQvbp/VBw7hQ14VdIKoBJXGie2MQc9cLRg7l6UW53kRmz/zhYccfM5XHZ1LDCA1jgBK2CYBPN130uD6+weab7UR4f/mRVEljmooX5lmZu0RN3t2I3x7vjL5NbcbCrCJhGLTUeT1a/wFeUf2NxcET8LsP2vLWSt+HNFzLkh8KY2Q5BMAIDcti642b6Kb7FgpGgVJDidWQ9npOHhgZxtHYoFiXZfxFkJp4ZcrNJBoVGIXutbo71JFUoEddgxFQVoKuXyVwechVKKBTKMCa9bysLfJx25rX6Y2X866idqSjx5TbxDQGci5Lb7+6Dfi2E/EcazPG++NZCAgD9Gbds3i7MOfPGrpX14pJ5G/gB8DhX4ECs9F93VSbIc1dHlsP/EaMHh+rf/XYE2TdqXTre1eTnzVMGQAAhdGJzARAvAYB4NBPQLtxHrVLHk7aO8v8PJhyDMgze6zae6FF1gMUPOmEet2APq8DSg2SL2Tjm2NGXOZq4zcGyAkiga1F6jjEADDoCgEN8TY7mXUSWpMWgUwAHsrPxsKIcIfmNDAIDYvPKNdCAQ5n2UQAF1DG+tiLs4K47aYXe2XL5kkRMka5EyHQYp2pO7IRgWylEqlq8SQeeQjHTyZb8rBDnDO5A0pVpvJOr1N8htx7sz8GxOVlN3h28TEsOXgD93y9u8LbUt3w5ff2865ruHS7CPd9vxe7LsnU9/ASbzQfqpJnWoGuADlq4bTnOra7RGnvKQ/PNH6tHRSX0UVxERrGeUievbC+FPUY98I31Erb49Ki1VdZeWzBYafbxZ4JDIALXD08Y5iKa0w9v7Qrs9BRcsDVr6X2UpR5oWkwlADiTSZwxggwDINiQ6F1+4NFRVAqXGvvPbnkLoxe1AUpqfu8ao8ncByHIFUQgtXywhEv5l7E67tex9xjc63r2kY2xaqbGZibme1kz3IkIBSo3xOo07Fijs8wWHbrNlampSNuwxsAgMOBGvSpVxtP/PuETw/VqNlITBqzEkMGfeZ9ZSqZuqPbZ3p/LD4WQxrg2ttQLlun2wxpAHBqmXv7v5cDvHQKeHIbUJjuuryHSPWhW+lOAACaXvpRXkW3jvumQa5gGPK9iPFNB+Cfp8n7bPNk1CvngMmHgdA4km20pnlCSaEGAkIApQocgDVsD6vmV5dbSwAAicXkMxl5odJPtn4S/47+FwMD6loNaWyhUFbgXMdZguXXVMvxhnoZgjkjQlgWKhmP8fdXn0FyduXOkLiDbe9W+cpmSqO2PSGfqX/GDPUi3K0kfSy9G99PrjlqIotzNC5TqjbUmFaNkMoeyL89O5v1qGq2JrGPUh7hZt5wpxv09EYWg7/cheM38vHo/EOeV8QAjDoXAXGbwSide6p40xlQ+MGa5o9z4MnNT6LXsl74IyELfFWlMcqd5mP6OcyzHE5sS6ZSFZyHC8cy8kKD+ipOWt/L+ZlVvEKGKu7U7Wr2218d6E82OWY1Ewt9yOds3qv3K4XhQe42br5xKAoVDMbUqongBnPBciwClbaBX6fEesjT5bus56ouB5e4MujKfJN8wh20RqKZJlcmIKssCxuTN2Lvzb3WdYbUg8hRKJDvAw1GnxCTBDy+AXhocYU1oZHBgMYGAyx+BQYwyFUqUaCTdw+Ry9VTi/Hbgl74d/Xj3ld2m+ftOaOA/L2fB7yVJiw36EPvjyWFP1Nzu4NSBcxtA/wywCHkNA75XlefUeDC48yMQSXf237poRvYfzUHOcWkbpbXZ+U4Dtsv3MbywzegN7LIKtLhSEouirQSsYH6EmKgc3j+MkBUfZJdVw4RtYG4JrblVqOBLk8LQj6VhmIMURxCf8UxMADCDMLJUEuY56t1h6J3nd6oFVpLoJmmCD8nKJ/GSmd3LVEooFO4vtct2n8dY37c77JcRRKOym3sc4U/ojOqA5ZJvudrEo/PIJFMze2YK0gJHG+V0rjE1UEj7SJ0131bfg2llAtVe0RAEfDjf1edbk8vKMOrf52U3O4PXSV/4q7HUVXUK6turDx+02d1Bdf/AQp1EZSBN1CW+qRfjFT+SJrgD7P1wfSDAICcACPyFQqEsyxUAIYqDuEvU1+fHw8QGqD8deuw1MuvvzaTgytcHa/rzuFpqykVDFiT8w8RGWwLiTnENvX6+BUJv3+809QWfZUn8Zepj3Wdv37PUp083cQiSHtguWvfNkEBExhc0ARACeK9Eh4QhYZ6A66ZRbDP555DfGhvp/V8lpkFA4A6GeeAJs51Gn0NazaRlxpKZZVvENEAb3R+w6bvVpaHI9mn8HT9Omis1+OnIp0M0fRqDsfh2fg46BkGn2ZlI9bEop1Oh5Vp6dDc55nelhTn0vbhc0UBut8+gLu9rSwkzjFro0IBaMKIYW3BMOD6Hp4ulh+4uAEY8J74tic2A7XN3oYKpe1m89twIEU6csDXHA58XnS9qW4PmFrej4AukwCFAn8fTcNbfx2FAUrY+wWtOEYMlFL3w6OB3dFRux9nW72GdjLbJTf0/Y0VrsutD3gLLRXXSRbOlqMcG9rtWfJ3ZAGw7mWZLQTQy7FsYGk6fgz4CtlcOFi8hhJ1FEIMNg9ttbYACArCyoz9UJz7Heuvrcc5o7QX7E1ltGDZ4lFeU0kyOQcr5IXzZxfLM3hWFM+rVru3QyWzXVFbmnMM5i+oTGSSKo7JFyy3YpLxuGoTUtia+MZ0f3k0j1JOUGNaNeJWvnjWzm3nb2NIq5p4fsmxcm4R/OruJnWTr8zOaZW4aZJUViOksbAN1JFHYSpxLrTsambNmZfO3G1OtGk8xNeGikPph5AYnoiUwhRwbAD61K+Dtam3kGg0or/yBGDwj6Gcb8z2lyHecu65cw5e5+JllTvLJVrfk3PA+TF6JMXgsZOvIwylboduSFJBl5bAq9DsoM7yfs9bBWV+Oa7YpXaaa4D69sq9PM6wicI6PDhuKMvip4xMTNC/CQYMyoylVkMaABhYF6rQADppzYO28+uBu173oBWeE6wixkW5mmm1Q2vjkRaP2Fb8OhiMvhgASUjQ+aOtbh2/RUI4XhzQGEVaA8KD1OjZKBZagwmZhTrUiwkGx3H4dscVTOrVABwHxIZqoHRl9TTqgeIMgFFWSIZUADgaqIFWoYDefGIGcxwaGwzAF63dE793Qd3saxhRVIJGBhdZY+Xg6l5ruch8aUyzP2am0MsIE9cB9XsAukLpTJL88NQJq4CkfsLtBi2gDgRuHAT+eJAkUCjLI+HAqYeAK1sdky14gDJ1H5Sp+4BNrwIAHgDwQCCw1dQeTxpeQ8onw5D4ptCY+tu+FNEEBJZvRa7n9y5Ta2+a7kBLhVn77K+JQDTPUGl/o2000PZ+xNdAh0dJUgSNh7pkDGBkeL9n6mEYzHfma4Z8rL26FudzzyMEajTQFeOMxtFwP/bom8CwZxzWbzZ1ArADl42NPGtbJaOf4oT1/X6TdNZ5C97IkviDytaeysaymxkYW7umrLK1mByMVu7BUaYxNaZVM6gxrRqhUYt3tLOLdZi++gyO38h3un8Vc0yTvMX/cVA8g5yIF265U57i89UZBoAucwR0mSNcl/WwLyAdNm1j4b4UFJYZMGWA/Mxpvj4DMkozkFKYgp61emJPKhE6Zu0+86Xb8kXbPaE8DdhFXJDo+pbaX6GGEaWQpynE/4rkeDtFBKlxga0LFcNW+axM/NaL/XT+uk2JXYuvGCbjdcMzMEGBBuZ12VwEvjGOwhDFYfzPONauDve/ezWAHmVamLSNwTAMCg351m0PFBahebTjQNmemTFRKFIo8ApMcMyNLZOLG4GlY4HACOBN15lOLSjL8hAEBTQG8Qkze1KLUrHh2gbEBMXggSYPANmX0A3A6WRyzEQ3m30uvRDPLj7qstxP/10TXb/hxd5oUctOJyb7IvBjLyC0JvCq54lEPEYTho+ycsAyDCKHzgHWvoKzAQH4PDoSdY1GfODDQ7WDBu2yc3xUmytjmrkf6MuLuMSFzh7DEC80KUMaABh4Bnp7QxpADGkAyfqpzQfSDgP/S5Sur8UouzYovDIgDlQex3LmQwDDcPWjoVDOtH2W5/QvAXDM6NhJS0IMo3NPOK370Xpb/K8Ru2gk8MpZ4KWTgNLOeMXXhAyKIr+Xu4Y0u9PpbNwQ9Li5AEdiR6HTrwNhTLBNYp3PPQ+A3KvFDGkAEC7RIdeyIeBMGuSy5Z812R/kwxYCfBuRLstXNk+wytaeimaZsS/6KU9gpYl4su8IFu+PitFFQWQuOip8P0lPqVioMa0aEaAUN6YpFQwW7r/ucn/WLINRZew9bt7kb+b7x9uC4jlvrjiFoAAlpo9wPZjlU6o3ISBuI9QRx6HP7Q1DrnSIlqvOgNR2ey2OnRczBRkSAWD6mrMAgFHta6NutDxxcF9fX23j2uKDHh+gRnANhO8Mwf/Uv5S7qYf1VwICXpjnu4bH0YDJwDFO3HBZAvmdGkCoZSJXF2St5l3EMQUYovsEFzihSP/tQi3iw2WKg7vBoeRcdGkQ7bogjybxzjV8SvQ2Q3FrRTIA32gMeYIBKqsGncFkDmdEID43PojP8aBDeXfPbQ5AMcNgZmw0Ak3LwHHDEKCwDfD+Dg/DFJXra3dbcDByVEpMUtfw3Ji21GwY1BYA2ZeJ940MSq9uQ1lIMHByGdD2KZflUwtT8e2Jb9E0qikxplUw/MRAKZ/YGyUqyj1TicGl5j5Bo8FApydQcOYPHA4KRCHrOiGFO2Re342LQYGINLHw2jep1IVRzmpM89CwlH8DOL4Y+E+G3lbNNuRcDq/lumzPF0n4qSsOfO+6DADU7UJeh34KbHwdeGA+8Ndj8vaVoKviAnD7HJQ/CBP3/BAwF4C0Bl391FVO620YG2I1pl2YOQSBaiWyinS4lV+GtnUjBWVf/esk/j6aJlKLI5fY2miiMEtnaMJJsoCAEJGSvLsm30vNLWzXKQMG8SXEMNApexUAQGnefq9BidVqEs5fzEl7YqaqVeDngOXf1xmlDoxCOHGgNciTCKhsLDEORNcA8l2NUOzHy3hBsux845AqPk1X/XnT+DQYIwvO7NH/U1SEZNkbnHC88KRqo1/bRqk4qDGtGiEdViH/9uw62Mk95IZnVRkD3p2IH3+bZYdTAQBvDm0GjUr+ACa9QIuw5v8BADQ1Njo3pnnYPTmXXihYfmzBYZGBIKHMjY6er8Nm64fXR/1wkmHrtuKTcuuM8T+Hzuj/ju5i0yCf1pekuGV9L/c7izMnN2jK3HAwpt3ML/OLMe3Bn/ZLnndSJEQ4NyzuvGDzknhQ/z76K47jD9MAj9rnDgYXunRyvM4sBjd30DMMNoSGQA2iGRoeEIVGej2uBBAdvDM5p3FXcA+ndbyQnw8to0CNtm3cPr4oEXVdlzFjubp0pfK8W+JD4jG68WjEh9i8RY4EajC1Riwa6g1Aihvt9DGWELpmzA1s0pCkNAEu9vEXn3YfD4OhFJM1oYg8Mh9NlAp8lpmNsKgknx7nUKAGb9WIRfeyMvzs05pF6DEFaPOQzdjkDod/AdZPk1/+WTc00PJS5JVLk5mYqIs5RLDrM0D7CUBAsNfGNADAD44ZsOcZ74FrE7ZrJvdLQqCa9HPiwjSiuoVzxrTFnDFtZdV3beY7tptDi3ulC5p4umJys8G6IClfONkYYO7ElwVHAwbX96kcpVJgTLPABpBnrEIjDP3/cuslzxpawaxhe+BrEMF5JSP+/DvONkJ7xRXsY1uisvnj+SOjfVWHk5m78SJXD8/rX0QGRyZDWY6BQuIcoFRtqDHtDmDr+duyylVWbSxK9cdiTC0oNWDDmXQMbVVTIPguhrGkAVQhyTAWtHNazpedAb2RRYDK8UE64ps9eKRbfbw3nGhiOPPUEjMcn04rwNxtl/Hm0KZoVMO98IuTWSex/cZ2NI5qjO/r3sLXqtqYn34bSQbXYaq+wgP7hiwsX9XpNN9m1wOATSYPBptm2iiSsZrtJVjnSQh3Xqn3GkppeY6i9P+5CCniT7xc52pigWmo1+2Qw5Zzzp9Fci7Vkx6cC0Ech9dy8jDTSHTEDKzBakgDgHwZ2TwfKDJ7Mip9ZDBVy68nyHJuaaRnwfkkRSZhRo8ZthWMAgYAeUolCpWOhu+uDaJxu1CLlBx5CQ58SX6ZATVcF/M9mRfwd/pulDEMHtMXIRJArInFkJJSINK35r0IlkULnQ71yuOe3MgLo7hcQ1pSf/frlnt/jOaZWOTq1gWIeJY+sAD4+3FhPUYdMLctUJQuq9pp+mfRS3kax1j5Mg5ijLz+MSZrduNw5osAmnlVF5+GpmTbwr6vgbimwOrJQGwT4IXDtm0G30ZliM15mMx37812hrQ6BiPS1I5DzQSj7VrgOOLF80ekEiaz9ptCLfztD6eUfxbl8oIkvyCZyq9k+VeSw108kVW4k3gvOxczY6UjBzaw3azvXzc+jTnqn3x6/IJSA27klqJ1HXl9A4p/oMY0SpWFCmNWH5q9twldGkTjUDLpMK0+cRPLnnacIeZTdsNRvFaMjEItinVGhGrEb3funEdN3t2Ii7OGOHjR6Ywsft2TbDWmrTl5S2x3AOJjihHfkvCX8+mF2PumewOV8znnMf/MfAyqPwilShbFSiWM1agDdPZWAV5fccrn9W5hO3q8r17k0elJpKsvQs/T8tyv43aRPO2t6gAHBgyrwoMFWkzX9SSaaXpbFrrYslC0imnlsp5F4WEoUzB4IK4pYnzRMF0xoHEejmtBHVEXQYZsBNRqJ6t8TlkOThz4CiEHf0I3c+KEtjo9VqXdQgAHxHx4NwJVSuhNLDQqhV8GTCaWQ9LbG1yWYypqEu/7rpgUGQ4jGISqyQTGNbUKS8PDEK8owZM+PFTvMi16l1Wxa27wR0D3ycRysuszYPss27YaZiH1zxqT7c/tB0JcXBVR9eUdV+GjYUmLUUCv00A922AWKg0w7YJDUcP2T6DeNdth/Qr2Lqxg73J5qJKgWhALrrQQaCpGHFMANevnzJOrJ5PXbDsvrtimRIsuJI5kfvUDBpF7SKgqAmkQN4jWtPNm76v/EmHRb0rWn5pbdWVabnIxqM3kQMepRbe3ZohRtB5zG5tcaFuXN2ISGAYTC7WErNCdxsowZ1e+kFrwlW6mjb5zdiCv1IAlT3ZFz0axPq+fIg96NVD8ij/DN6uivYCGs0pjMaQBwIFrrmchVWEnoYlfA2WIc/Hq24U6tP9ws+R2d8+j5OwSFOuMOG8XBsrn37MZktucZb7kG1cmb5uM1gtb469Lf4mWtXhCNYlqgnHNxuGuOnehV1o7/JOWjkQDyU6Yw9m83C5mFEke11v8di1yHNaelOdFIJcUNh5ZXDhY3uPP3ctymclRQNuTa1uuVpuv4V9r1Z18hKGZfh7ahD4GdQwJDVcytgF7jCIXcUGuM8DOj47Gt1GRyNHne96YkDjb+yzHQb0UpZwJZQqFbMP/pbxLePnGKnwWbQsaCuY4JBmMqGs0IjhABYWCQaBa6TfPA773Y0SQGl3tdP8qw6PwmfxCTM4vQEQgmdXPUKqwLDwMmxS+NXqUxiQhXalEjp8MGQJO/w1s/wi46WX29h4v2G7sTSXCzEsygeLbQH6K6/qaDAEGzQQeXeO8XGQ959tlUBpUixiNBk4Hmtztsrw6sZvjyuf2ed2OSoNCAUzaAoxb6nEV/OuVAbAt8RXbiucPQqEhCUaaB9kyGxYbpT0Ls5TCCUlGLUxyYSxN9LSplY7Buk/xlmESeui+Ft0exBAP9eYK+UlpyguxRFyFZa6zX98pnJVIsCHGdVUAHkmIx7Pxca4LyySvlPwWrrz+Kf6FeqZRBDBVKANBFbSlUXxIUB3SMVRHHUDxhY+dlrXXatIZTZjz70X0bVrD7fPIaOJw95e7nHoVOTOYyWVX2i4AwIf7P8SH+6XFj/mUlc3CG5pt0DDkAcsPZVx94iZeH+K7EJPy4sf/rvq0vlimAKGMFgq4H5vaRjsPUUwRrnOOqdBTckrcThRQURMC7s4qt6wVjrO3pI3HvsKXT54gtdKqZcgo9NDU+Ne8ZQ4iAqLQSGfAFY0aFzUBOJl9HL3qiAyoeQxnA1FckoVwpXuJLgQktAOubCHvf+GF40U3BMYtI2FaIhhMOoAB9AZ5YZjht8+jvVaLurywwrMBAfgsOhJ1jEbMcrKvPwhQKbD8GaGn8Znj+4DVQEU6OPwdFgITGAzTFyMUQF2jEc/mFSC22xSfHmdHjfp4M9yAbmVlmGdZadQDv/QnHkNdnwO+60zWt7wPuP8X4NJGIL4lSQiw7GFAXwLBFfKExATRmZXAxfUkKUDtDp41uPlI4bJ9mKA2X7jMyNA7ZRiShMAVbccDmReABtI6qK7IjW4HeemALJhvxHHNgckHrGvrMgdRE3lI99IX1fKrxZZeA24cJEki6pp/b44TPgg4Dlj7InBsEdFBe3ARSUXvrSHWy4dNUVgjNNQuBgAcBnA8YRy+uhiDB1uGYEKNZghQBgCsDufLpCcS+dxQq2yJXDgOoY3mCLarglO8am9logRBWOpEk/Rp/St4WLkNHxseLsdWyeO7HVcquglVGkZZAo4NADg11nOdEBS4BwqTfAOcXDyRGaH4DmpMq0b4YgDva/zZoqoYy18sMstjgeM4fL75EprUDMPItjKyY5UTle+sIrCGcCjUhTCVkvARd07/hftSMG93MubtTsaTvRr8n73rjpOaarsnyfSyvcI2enOlV2kqCIrYK/ZPfe29vNi7YkfltTcsIGIBpClK773XZXdZtvfd2Z2a8v2RmUkyycxkZmcBlfP7LcwkNzc3meSW5znPeSI6L8NyYcPz7O7ggvzt+Z6mdZuPhz0mPF9nR2cPjWfoW/z7TtXfMRTatf+IovZmmNHMKdP6o8k2FgtmWjQ1aKnIjqLFxmjSDrB6ALHNeBgp6lvd+GxNIa4cmIXOqfJwSbEGKMdp4G4YDHjFf2mWQYFeCLkptYXPnvdoiZcBW7kXiFEOAj/qC4H/DQGeLFfMxmfiCP6HZtRp7PXRJ+ObCqmAdzNJYJvRgGZ323X6IoVyl+d9Bk9ix/RGUiIcJImz3E2wDLgJ2dtn4p7s84Bhj8X0PFT3C6Df/QG08d5QR48DeMVrkK/cA2z9Uii871f+LxyC9R3+7VHc2MeLgIqdQKex0u20KER16F3AsLsCzhlDiyilASaGdo4Fwy79IPR1bUV1+khkRXJgkHt2M/UHbtUswYf0RQBuDnq42RFc1gEAKI6f9/Wv+gn48if17do/H3j+1NBC4kD42dy+ufcerjMGxuUBANi0XkClyuQRAGg6Mm3YfzL+YAfjD3bwyW6GIqqa/2bh6ScYY+wOrDIpO9goy0GYsr8GANgOTANL8v0AS7WN+cxxHAqqW5CTLLgM/o7z+38STod5/oNAh8mUFhYcbyg4GTiZdrFGuxtL91bCTbeTiroITSHo0esK6jBjRQHun72j3dvxd0BtS+gBp7XwYbQcfgqO4zcDCJ9Ag2ZY/298TCS0Xd4UmRZHqzu8iPSaI7VB9/kWluGe+SeHPhlJs7DsimVwkoXYYdSh1bu4ySUE6nesbXji+trLPtge9VoIfnKYAEHoV+k8zU4PFu4uhyOEYVSMUEknguFkdXuaCFkOh6r4EGFCWwdrjxdhyvuwPZoVER7/aTc+WnkUk95fG7JcHFqwRfsg1jYsg6fiMgBAs1sIcyU4Dmck54c932qjAX+ZjLAVrmxTu0Ni7y+Km7U6M4wsC41Oncaag3ahWKNBmYYCjHyoZze3B29V1eDR+sZYtTYsBuQkAACuGCg3bbjjcnCx60U8bng2eAW/3AG8kgls+aJd2neO3YHxrXYYNAZAY0AlRWEO0YqlxUtjep6JhBlbi47hw0Nb+Q2vyJmtEaM5iAHHZ9jiopjPmJL45AKB/QMn6gPPnybXP1MwAJ8M1GjScYDNhkcbF9mBpd7fJSD0uhvBG9nv1izgjVqBfyrRsyl0H/V3AwFAwziRABu0DD9/8rDyuW1fbXCn8Lf2KZLv64uPK5Rq/yzhf0c0tLpRUN1+sh1inCwpipMJN81i5vpiFFSHTwYRatZHGaTPNMfyjDSOaVsSo5+2lWL8u6vR42lhnDoFuTT/Kpxmpv2D4GmvlHr/cFz72SYcqGjGnWO6YOr5Jy8Mrq61ncVp/2a4+pMN+OuRsUH3U/pykPoaMM6OYJ1ZYfWEuj61BABw8KWJku2L96gLS/BhymebIiofCB8zLdzgt6WSz8Zl1pqxccrG0IW9SPNcjTsapyHbmynramoFptH8pPXvmK33x61KE+zYIJFoCToTKq5txdi3Vgrfp01ql7tHnqS889GKB2vMfMgHZSyLZXOiwvYSPomAIwwjkAAQTzRjrckISrsfwGQQIibNQw2NyIvrHPR4H55JTUY9ReEXJwsr7eLFzCPFOU8Bw+7kBdw9DmD2tUCtSPMxpbviYQ6/ZpoKNB7H7qYjuC27A7pyGvx603bghQSksCwm2E+siPfX/zcEW4rqMaqbXCOG05iwi+uKHDJEQN7BhYDHDlTsapf2TavxCkIbU4DNn6DQaMDLtr3osf5VTMybGPrgSFC0WvjcGCNdpLk3AX0UNKn8xrQIeyyWBcq2Acc3AcPulhrUkrsqH3Pey4C9DkjuEtm52glfJdyHdXV1eC+jX2QH9rwQ+OsFPsxThNHUHlWHV6aORAzMozHDRrYXQgetRw6jrQirdA+iERYA4zG87Es8aPgaGyquBjDIP/+iCAqM1/i6yxOcsecixesVDtOTEuSFSBfARhaw+2/AgJeXgeOAPx8eg65p6hws0WJXaWO71n8q4st1RZi2hDesF0+bBJvTg/1BZC5WB2GlAQDjCHA6sFrQtl5+o5oP+8qb4PSwGJibCCU0Oz2IMwhM+i/XFcvKfLvxGCwGDf77N5Ry+SfgtDHtH4Sjp1hKZeDvEcftE5JfsLPspBrTTlUP0Mn6DY/WtIbcb8r7FADAMXq0HH5BtbFo27GGoPt8WYqiZWiWNTrQMSG0ppLamh00v/B9dNCjqs9vYfoipyUVCWQjAOBOzUK/Me1vaEtrZ50uURhgwM15/rd9EdcWzSMTi1c+mnB3mo3O8eJpGgC6pTvai9R+rC70O+/De38eiYjV10ySeCA9FQZ8B+C/iNMloofLjUN6Hd5JSsQZ9fsxuEPfkHXku9xoJgkYasqAl9P4jY8X8WwetejQH2BoPpQNAO71hkW9PwCoP4pgL6nLVg6YjPAcWABMmBFcP6mhGHivLyiDHta0VJhJ0v+QFWo1mBVnRSrDQF0e5LYjzqDFub2UkzsQ/ijPEC+O2zunKdkQ45bx2K7XgyGAfNoJA4AkhsH4Vjs66NvGHAjE0oL5eDY3C0OcLsyYHp4F2RZwhNfoGgkzbfkrwOo3hO8VO4HLPxe+x3UA7lgDGAIYXyNiqy3XVjxd8xh6GfZgS/k7QP9b1R+Y2h149IifxRkpMmpOLvNsJj0eL9E3YAK5Ff/TvQ+Oa4e5JEsjl6xGImcD56gFxUmZaNoa3inwSs5FaEjrjhJbCXYU/IWDdLVSbRhkWiH5/mOcPOyTIF3gTrAxTZu4FoaMhfA09YOz/JoTeu5ALNxdDqOWkvWhvin5hsK6djWmOT2MTG/434DtojVCZZMTN365CYerIl9fs+4kcKwGHMuPJwTpgsZ6ACwtZfL62PU7nhmPRLNOsi9v6iLJ96LXLoBeozz+f7TyaEhjWouLht1FIy0utuPbaZw2pv2jsKU4uJHgNMLjZA8Zp6ox7VQHEaH+AMcF/619xrRrP1PHBAvE6sM1cIVhyviMk+F+7mt7Xouzs8/GwPSBqs9fq/kNtyf2xoLWQmQFpJ5vX/3Cdqw8ChCUDRxjhpLRx8HpYCTc2M0KbAqnR7rwjIblG40WXizeeRcdeSgMHW04P8GA1DaB4zTg6Nhr+aiduL/75+GI6tUC6Ot0YTvbDQDfBxzSC5PWw42HwhrTZlTVyDe+EZneoh93rAEyRcJrPjYRq/xbmr3GTwIcsO8XIP8K5XqL1gAABjldWF9SCuSexW/PvxJVRxZgTpwV3dzuE2ZMCwVdawVmaN8DXBYA54Qu3E4OnTszUuEgSSx21CA7uRt61h3BO9W1QGbH4AftXwD8+Rww+T0gdyRv2AwjEM8AcJAkXCegn9xZ2oz+AIprbcgLV5jxAPPvAXbPkW4PTDgASJ/XUxR6jg/hJ9jwUgwyWNKiPq9HY4Y2xP5mTTLi6DocTDkPPe/1ZufmOF4DUaMXkhDQbuCtroCzCbh9OXB8M5A7Aph3D2BMAI6t50NuzWlAag+UFB5EDlmDqtQRoCs0aIUB+9lcFHEZGB6iPVHB+w7GEQ5gRi8M8m4eWLsAwKdweNloC+t3Y3LOMDAcg1zjGZhmW658TyyhdeYAyBg8wWBzemA1hPoF1MOQsRAAoI3feVKNaXUtLtw7i5d8OfrqBZLsyD6Em2u2FaHkSv5JKG2wI81qgE7j0wQU9g177a+o66UMZSBIGgTZwmvNkrxeKalRdhpWNjtlxrRAdHpiccj97yw7jFHdUjA4T+7ky3/+d3AcsOWpcUi1xj4Jwr8Zp41pp+HHyTYmnWycCAKWRR/8lROPlVuL63FmVoK/cz8NOTjGAIJywll5YUTH/b6vErM2KYfaMCyHj1cdxeaiesX94fDEL+HDQnzPWbjnbXTW6IjP36zZBE9SDWqdlNyY9jdgicYClKkQptxPQbf0gOP4LbL9/V2fwAQX6hFcVyca4lY0DLFYRHmuVTHhTbHoUNsiCM+nRTmR0sbvgCFjPgBeUPdUhvhxj2dZfFdRhS5OPmOczSMNj+sSHySMTYTjGg0YAB1oGqGnuyrwySjgeVEbwuhcaTkORpYFxUEqBh8IMkhSiD1zkaWhcHdDI5JOETkIytOCC6lNaGTUCJG3Q99FapDnoeFM7gItqQU6j0VTw1Ec1mlhqj+EPsGO+/EG/v+Zk5X3Ty0BDFJD89l2BxYfL4MhsA9+5BBg9QYIOpsBUsMno9CZ+AyZljRhW91RICMfmH5GyMvq3LgeIADdjq+ASY8Cbju/OtQagS8nqmP5JeSGL3MKorPnCACgY9kSINYm4yfLgboCPjlE1/FAfBbwHm9g1NKhGbUF1iEY0LAE1eae8PNGCEIIFfeNHRod8Mhh3shmiAM6eh1pdykz31qe5c9vNWhw6OWJeOa5FehNHkM5F1lW6bZAx/KGV4vXcbXWdhRr1/wXAHC+oVfQ42bFW/GE7wvH4YeyClzTMVNaiFXHoKlqdsbMmMZxJAiirX0kC0LTAo6OULtPhCV7BfkRN83CqJP37a521Hmuanbi9m+2tlv9pwo2F9Xjqk82IL9jPH67b6R/WzAQVAtAOsF5UkLW2zc7AQddQmIja48X4ay4FEBwzbRYaJa//9cRvP/XERRPmyTb5xt+9pQ14pyeyoxxH9YfrcWy/VX478SeMGhPbrKpvwNOG9NOIyg4jgPDctC0IXf932n5zoFDk92DeJMWFS0VmLZ5Gm7ofQMGZQwKf7BKKHmXfBCvxa/4eAOuGJiFt64MzZY4EThVf0PGkQvKXACOiYzm/u3GY0H35T//R1ubFRZq7+dvR3/DseZjGJc7Dj2T1IUfJ9BjUdpUjwz6G/l5Y52AoB3rbgtIXa3k/0A4oYcToY1J0eiEdEmNXISbigEzrdoWnpkZ+PtEOjnSUSTcDIu2CkKHMx5Ga+QLBQ4ADaBMowGp5dllYsPya9W16JnYO2w913dI5zXTSivQzRM8kYwq5I2Sfm/2atDNVHYMONJS4PAxnxJDsOEI/nfdYtDj9ow0dEYlfCkNsmkGdzW2Z9h0ZCD8/6voPJzt0+4fyyuBa1YC5gw0sR7cmpGGQ3oderrcmFtbAKSEN7LKMC2H/3/kQzwzsNt4mDgOJp9zY9SjwKBbeGOMGL4QygwFY1lqD/7PKTLAnqHMTown+OQ6HejS6DNBdjk7uuP+ydCZgcy+/F+EoLz9Jqsm66nWwP+pwMv0dRhPbsMh8xDoNRQ471vVLgTIMGHDSm/xEueBoOVfrZGOz1sMCtdMuqC17gUHEnQTb1g05nwGUlsHR9kUsE7+XYvGkRUMztLroE3cBKY1eh1AQ4c50Mbvgr3kZjCtkUvHNLS68fS8vf7vboaFUSF7ts0ZBQNTJYpq1Uku/N3x0zZel3dPGd+3ljU60GAPPr5bur8MAHDXDwPdEnzeoKMIMC4p25UyFgMACErZISaOiCiotiHFcvLYYz5t6HijFg+OU9ZyPQ0Bp41pp+FHIHPlgR92YvWRGqx69GzEm2Lj9YklYs20qWp2oe+Lf+Des7tieetDOG47juXHl2PPTepEaNUgVIsDJwQ/bSv1G9M4jovphOGfAI2F1+gwdvwBtuZ+J7cxEcCX9THcz7moaBHWla1DTlyOamNaIj0OhbUNyDB8Jdt3Ctm72hWMMxPuxkFgXXLRc7W4bVRnvP/XkYiOiSZkMxYJCAzayJ0duggdJOf1ScfC3RXwNA0A604F2OjGA3MIZi4AWAyxm5KIf45GisSF2R2g594DcCvMGoEN9URaCr5pLkR/U2iDmoVl4QEBEhzw8AHgHS/r4oFdgCWdN2RR2tAv9o7vgA0fAhf/T7rdHbkeiyLS+DZxABiCAGtI8O+qpCisMBmRwLI4PzZnaxMiGs9alXWX2gSWRiNJglv3NuImvI6dVVv8ob8daZoPffTpiI2ZCqwKYGJ2Gg30ugjoew3wmjxbKda+y/8BWG80YEZCPPq43Xjq3Geib7MhHrBmArYK4Kz7FYvc674PM3QfRFTt055b0C09DjfVv8dvqCsAuo2Pvp2nIUHPJj78OtUe2ZgSDuvZM7CePQMXUfyiOw2NAID+ZGzPAwBad2iDthO8IeDFrEk4bE3EkYYj2F+1EzZO2dnzSUI8xNzOt5PlenWktgmGDj+D40i0NPUDQEFjPgoAoExFgjEtTNsPVjbj7u+247/n98SEPqFTRVCWI9BYDkNjOQx3/ZgwNYuOMxZDn/4bnJUXgyD5ayY00fXrgUayYLITNmcbnTohUNZwYpPVnCwEEhzUXrcuaSM0ltDvGdPaHYyjIyhjGTxNfUGGSdzkYThwHIeC6haMf3d1SPJFpFi0uyKq4/4tRtW24nQM2WkExYJd5Wi0e7Bgd3htg38SZqwowHFb+2URDIZgi/GC6hYMefUvfL2u6AS3iMepxDr6J0Atk3ts1lhc2/Na5MXlqa67mdoMbeIG1CgYS8S/4z855JMgXaB01SC10WtIZkQh0BrNHdXEYLJ0XpjFASBvW6Th4/5JHasH48gB4+rg37f/xQmq6wl3vSaFUJZoIX7Ei7W88Y8g+I0kIT3P/vrwCScWlVZgfUkpunhoXpD9vu3Ag3uBxDw+hE6jC28h7389cPd6IDGyMDrf0soVrn5zCpA3Cv2cLvxVUoYvzrjbv6tIq8GrKUn4PD760KNYgoiERaNpH8HkCdkdMLr6d5S3lKO4mQ/9n9TSiunVtVJB/kBDGgDc9Bsw5HZAb+VDdp9rDHqeRpLEHoMeRdoYOCX9D7bynVvIhlbLep++BHnOWZK/75jxeK58qFCoqTR4BX8LxGYR+hl9AQBgHjOiTfVUG/IAAA2G9gmf9XWrQ0meCZZExD4ZGSvSBGy96if/50YtHy7mu+NHXbWY2GkibupzE27IvCFofcfE70IQxh5l5o0VvrBLXfJKoT2u0GFqYkz+YC0Ka1txx7fb8PO2Uqw6XIOPVx1VnAfpEgW9XEOH2SB16gz5urSloIxl0Kf+AdadCsae49VtjRyBDjI6iJZoe83iimtb8cjc4BmUmX/Q/DFw3aWhQvcdtoMvgHUnA/CGfAYgN5lPmPHIeT1w7VkGf+ZzZ/m10DmGSguTUkPzVZ9swCUfrse6Ap61ybAcembwjr+zuiarvCI5yhoduGfW9qiOjUXo6b8Bp5lppxEWbBteJrV9brPIw+L0MKdUjLabceNww2GckRJaq0QVQtyQYALmz87fixqbC8//th83nxWl4PU/CI12t+L2v8v4rjbr6DU9Ixe/rdP+BkNGNY6Xa5HKSAfqwtoWsCyHbSUN+M83W/H8RX1wcb8QQtt/U5CGClCmEpDGUriqLon4eA/DRpXtMpoEBLFgm2pDCJ/7ELhoUHPaz9cU4rZRnQEIE05N/HYYO/wMgNdMSzLrYNKpn0aECp8AAIMmdv3+ZQOyMHtzCVzQYTo1EsAR0E18JkV7gMZRB3MHhRqUcTjtfHQHgOTow4BkuHsT8OFQ+XadFXDboPf+fppwfUdcB6B4DXQA0hgGmHsr0IcPB0xiWJzX0ooOUSSsaBeoMSRnDwWObwLGPN7uzelA0+jpckPPcWgiCcRHOu8hCN6o1lQGFK0CdnwPHOO1rgY6XZhRWY2EKLPo+kG7gRZeS6nFTSOYwEGec1abTsPlDG+fUMG/GezgjbjNXGijSENcT4TKA/p1l+k4vG0FBmZdjJExbJ8PJyJ5ldvL5q3jrNB2HuvfTpM8m1PrfWJm1mzC4hWFqHHU4KKc29VVThBw150FXfI6yWZDuiiTIcFBm7DZ/5WxC3PhcOOoOLGN2EjUI92Ks3tKQ/HcDUOgS+TPo43fBdqmLvsu09ITBNUKurU7KEMZSH01SE0TOH05OE4Lzq2eKR94PeI5Iy1iqXEc0OTwYNamErhpFpP7ZqJzqgUMywXVWQOA4/V2pFr1QddZGwvr5BtJJwiCBsfqMWfzcdx3bjfV13MqI9DBF24+pbHuB+tOButKg8d2Bowd5kr2//HQaHgYDha9Br9X7QG8tlhrr6nQ28fD7jtPwiYYMn+Fs/JieBoEB8iu440YlCv0JgcrbQCAywdkYV2Bwu8SBk0OD86appwERA1YjkNVsxMGDXVKRqidKjhtTDuNsDgRluljdXb/ZzfDtosx7eYRebJtlU0hxJy9GPidkE2xrSGfoe5ksLV4NIv0k4VaRy0oUyEYe+d2O4cva62PPv13w+FKG0Z0CS1eCgBbKreg1lGLM1PPREeLOqOXiemN2pY0tOQMB47MwWxa0L5ZeagGzy7Yi992VaDJ4cEDP+yMmTHt1IpAbtv70u2pJWHLUJb90FgOw1V5IXzDaDRsv1jS+EOhf04ilh8UPOxqtNpeXnTAb0zzFQ/MQrXt6XGxaySAG4bHjrkxKDfRb0zbxPaAAUfAeZlpHlYw6r1aU4teSeEXTGdnd0QDReJthwMxVxBJ6ylNSBAAzYIpMNbtgjbcI1bFM+z26XR4NiUJWTQNb+Aeeng8eLsm8sl4+yPERaV0A+qL+NDGdsCGY6W8CcCahS0ZfXCQq8ZBvQ77dTrMLa8Eel8MXCXXnwyJ+I5Avyn8gO41pqUzDNIdMTBiisKB1+/Yi/NyB7S9ThFGuqajN3EM8Xuy8GZw7fh2xaH6Q/juwHfoaOmIO/veeXIa4QXhDV1kg5gW782Zh9aCdTj/rGtxVYh6nKQZa9gzMZBsnyVXLOQCwsGpTcbrnmvghBYPibYnuHnjrkRD1fttY3X4sdSHQENaIAjSAU/jYOjTfgcAkNpGsG717DQl/Lj1uMyY5qq8CO7acbB0e9W7Rd24Trd2BseYwDgzoY3bBYJyQmPdB0PmPHCsFi2HXgLAQBO3C4wjD5wneJKIwOFZPLWYs1UcNcPhufl7MW8nHz307p+HUTxtEq7/fBM2FNZh29PjkBygu7W7tBEXzViHnCQTVj+urI2oV5COMHSYA631AJyVF2PFodR2N6Yt21+FbzYUo0uqBVPPDy+C3+z04LPVhbiobwd0S1eT1IZH4LsTjplm7MhnPvY0DgDrlDrhZt02FHoNBZ+aRYZJGjXgMAiJRHTJq7z/r5AY0wDlsN5I54o+aaBjdcHDNB1uJqjB1Yf6VjeGvspnNC167YLTckNBcDrM8zT8OFnGnC3F9Zj+Z+w1HgKhlAq4ounE6gKEupXBjJZ7y06uaHQkv/7U1VNhyv0UpL79jFw+o8Xf0ZAGAM//th8AcLgqdCjGF3u+wOOrH8f2KvX07DT3NXCWXQ9jxwuxJvsuLGalbJfvNpbELMRzf3n453J/eTPOeXslluyJTq8hGrCuTDD2HHgaFJg+IvTNToioXvFtM2Z9C13iRr9uHwBY9JF77WKRgECpisBwyX4B1xppmKcvJM/T1A+u6glwVlyKMd1TQ06sOkeRkCFUtuNIIX7KCa8RUBvHizobKKN/35OpKahz1IStjyV4HTINYw9bNtZw1x6GgyR5GXNriLBeN3+ddpLAYb0Oxcl5/l1NJInNBj326NqcizRGUPHsX/w/4LEjvHGqHUB6W0EQBCpNCdKd1/0cuSFNjAqBAbNbr8MzKUn4Kl79Ii8cKFaZoT2yK++oeeeqvhGFYANAKZeGP9jBKG8O72RsL1S2VmJewTysOr4q4mNpr0h7Q3K/mLTlGmolAOAGapnifgdpwQq2Pzjy5DI2ToRPxqWLx7fMOMxhzpa8uRqOd0ywcbxh4Zn8uzDv4nmYOXEmUkiVYwCrwtBMuuCuE4w/lKlYZcuDQ0ngXRO3V2RIA9gAEflg0CZsgyHzF2jjtwPesFRSzxsaCZK/R9rEjTB2/BGWrm8ErQcInU1ya7EgX8FxwPqjcgfJBi+zbODLf8r2LfLOxUrq7XDRDD5ZdRSHvOwnHwLXHLqUP6C18iHEGmvsNKRD4fZvtmLNkVp8vb4YX60rDlv+jaUH8cHyAox/d3VE5xGzOudsKVEtvaFN2A59+gLJtswEo+T7pd0uxYA03uHBcQQ4Ulhv2kv+D/Zjt8F+7D+yumNhTFvo1UgLxlp9Z9lh9Hp2KVYeCh3GLH426NMhn0Fx2ph2GmHRFmOampC2bzYEz67Y3gjWQaWblD1ecw7OCVtns9MTlcEiJ8mkuL3FpT5jD8dxeHreHvxvRUHE548EDa1uxfDfJjfPriA07SdaqXRnlbQLTmXc8MWmsGW6J3XHkIwhSDao10pwksWgTIUoT+yNir73YA17pqxMWzxLhyptOO/dVViypwK/7RK0FIM97vfM2o7Cmlbc9X10eg3RgGOMYFzp4DwJIcu1ZQHCuniDBscJholoDEFKjII+HeLw6qXqQkuCIbDWwN+newSeW0C4VxydAHfd2fA0Dg2aLMC3QHn54hiExccAOnjQn5D2hzrSAJIRFsB763aHrefnsgr8VVKGEbWbw5aNNdxOfgHlJojQ4aVeLbjuhjR8Ov5TvHD22/5d+3Va3JqZjudTgjMiTiRYrRmLmCFYQw4JXmjbTGDmRcCWz2PfAJ0F52dlYkxOR5S1lKGWFcLiP6+sArqe27b6Rz0MZA0BLv0EpSPvwzyrBeuMxvDHhYKo77Y6QuuaUSQBk06D4mmTUDxtEva+MAGbnjwXB1+aiOJpk1D46gXY8tQ4FE+bhC1PSRmmd4yOYQhzhPCNTwwXOZPvgI7vNx1G9WHbofCw5y7UcnG4w/Ow4n7fz3GygwdOBMPZ4KjEXsNt2KG/AwBwNJHPSLwl+WIAAGHi+xWNNQPx+ngMSB+AiwmVzPcwmUIBgGMs0FiFfpqjhSDnaK9+RBf53IoyHQ1omjrngzaON55r4vaCdaeAY/SgbfngGD0Yp49Zyy+5WU/o8ffugPnSpiLBYCb+rTlO7hhz0+pDyUe+vgKvLTmICdOlBqgv1kr1mfWpQpgg3XzmCWcnldSHd2Cpce4qQXw/3/+rANowyZlai+71f9aYpfepU4rUeNzgbMD2av63bDn4mmQfQbAA6QFByPs5l0fBmBbhPb9v9g4AvGxSIP7v663+BFvPzN8r2y+G2Bh3svu5UxmnjWn/Ymise6GJEzrtYO9JkEQy7Qa1XUZb3uvZm0uwbH8VlpTMganTewAlNf78cOEPise9vOnlkPUerrLhzOf/wO3fbFXcH8rIpkL6KCwOVNjw3cYSvPn7ofCFo8T2kgb0f2kZ7vxum2yfgTKAY3QAF5vBdub6Ytk2pVvo8wD+XbDmSG3YMg8PfBhfTPgCIzqqFz+u1H8FU+6nKHcU4vIBChnm0DYj0v2zd+BwVQvu+n57QLiBMhzu6EKbEtugzUDqK6FL3AJtYnCD5QsX9WmTzoyncTBctWPBukMp5YSHTiGk4O2r+mLK0JyQx604VO2f8CpdRaw1dPyaada9sPaaCmuvqZLzfnbjIPlBhMCSOZnQw4NJ4BdhrJ0PI3UyTrCUEOpp0YY3LqYwLNIYBtRJmDbpDfxzpskarKp8PEdgeIfh6JfWj99wwVswchy6uN3IptU7Z9oTtDkD93gexEua+4IXaijm9cfqjgYvEy0IEg0UhXqKAsuyOL+q2L/LRpJtj123ZgC3LQP6XoMe+dfhwfw7cfn46W2rUyTUXpp8lmKRYA5Mi16D9DiDP1yKJAk/Wz/VqkfxtEno4TWyn6jwcyWQQcTo1WB23C240f1f1KWqe0/CYS2bj0Guj/AnOzB84RAQUka0z331GTeWsrxhei+bF/Nz6NyNAAA94QFBEFjU4xXc4n4Mizs+AABgvQax59Y/5z/mTI3a8GwVs3lWB336Qv9XxtF2SYCMeHliE6a1h+Q7qVeXgMDTOMj7/0Cw7iQwrgzQrV3Rcvg52Iv4Ps7TMBy2A9PQWvBURO18aI7AchUbVThwsrH+yV9DM8fEz2CNTTnTanqclLHnrBLyP9Ot3bHtmDy506FKW9DMjy0uuk1ZIYOtm9w0i4ZWnqGrlCm8oskRltgQeP/UzJ08jQPAuFLhqp4o2Z4/Mx8vbxTWiN8d+M7/2dz5LVC0wCo35nwBU/ZMGHM/ldXvVNA1jaZPZlkOX4ZJXBfuek/bz9ThtDHtXwxj1ncwdvwRhCa0RZ/xiuYerWnBF2uL4IpEwPgUfBMLa1rwxLyteGjT+fjuyAxQhgpo46TMhDhddBnPvvWy7P48oDwAt/ftcCh4IWIN3yL+j/1V8vPTDhCUO1bJtPDcgn3YX96MwpoWVIlCTwKNZ4y9a2xOeArAx/grtZXicMNhNLmCaykFQsumgnGlQUfqQZEE+uckyMq0xavY6o5sIR7tmiywjc9e2Fv1sb7wD1KnHCpx9aBs3DQir02PqDZhK/QpK4OeQ3U9AV7QG4blomdG+L7nlq+24KWF+7GlOLrzR+ph9Gum6WpF24Q7eG5P5VCYr28JvajtoLCYaQ/4WupjM/xxoNi/79G6BpyRLGdwBuKWjDRc3iEDv2df0Q4tDA2tox5GloX2+GbAHuo353/YQgp4fPXjeHPLm/zmIbcjsc9DmFdWyWeq/Ltg7Tv8/+3BTHM14/vySvxSWoF0czoG1x3Hfxr4vvb87NgmZulSW4xbt87F+Qf+amNNwjvHkLF/d04FppXPKBONUa1Q1wOr2b5wGdSF5qlDqJGC33eyp7mZ3uzTdo43gtRzsQsn9sHoFOZ7BACGMmIF2x80yZ+TaJX3K0tcB1XVreZ5I6hWMHYRY5IUwpxjafylbVJGNUE5cN3nG7Fwd3mQI3i4G0bAXnwHPI1DQOmroTEdgzZuF6y9nuQd9gBI4zEYMudAlxR5CLPPKNQjwyraBqQFyNesPhxesiAchnSSMvZ82VQBQGOSOzaaHB5MmL4aZ7+1UtF4NfL15Tj7rZU4UCFdax6qtOGWrzZjTynf7/rmvsUBhrdg0VETpq9G/5eWobzRAXNAIqTP1xRi+GvLwxILAolo4aKpzJ1mQJuwHXTTQL8BVYzFRYv9n40agYlM6mvBEQLDjqAckv8ldeyRkwOON0QuSdT5ycWKdYlxrM4uu99iSBJenPSe7tTFaWPavxgcR4DjCIAL/Rj4+rFz316Flxbux/9WtIOXOIZQom6LUdfqhi5pjV/HAODF7MUY9cOooMc76OCdmm9Qp0xHceOiW1HSXCLZH+kkdcVBdV4xHyKxkxTWtAT1TEULly+DpAJ1OVocqGjGOW+v8otgMhwNc+fpAaUY7CptjNk5TyZ8j8hLG1/C5Qsux+pS9RoQHVz3wl74MHIsPQEABQq6bG2ZdkZqhxMbXD5cWYAmh0dVGIJ4QmbRa3D9MKkXWknrxHskdAnKrND/O6sThndOxn/P7+ltW9hmAADijXKWHGXgJ9akVu6hjQRir+DVg7L9bVOLYAlUpgwLzWxTwv0hBIV9vyPd0g2MMxMeW280O0Jn5gQATZiQCW0Q7TYlfctIwXGc/zlp9tJ+qTheoL+pVbjvbyUnwh1Ef0qMrUYDDut1cLWTiHgouAE4SBI0AFTvD1u+gQSWFC2R9B2Nib1QR5LYrYn82WgPELQTZxJH0Z1VMZ9gwv8+0aCLh0Y3jwc6SodDWi2+SojOiRYOhZv/h69bCrD0wOy2VSTutAL6r4ZWN15bfCCsFqcanMxFU1uMab5h41TTyG4v4+RnNw7CFQOz/Ili2hNEmIugWngjzoOZY/3bNnlKgpSOAqQbzvKrhfMZhbr1EWqAhjyNXqrvyrrSsK6gDvfO2hHyOF3iRpjyPoEucSNII8/a18bzjDLKwBsi9ckroU3YAX26+sQMPhR7k7SJ7YYsBySapWGo954T2rGs5t0Y10tqjPYlfQAAynJYVv49kea1OHOqD43eLN4rAvS5bvtmC1YcqsHkGWtxz6zt6PzkYtjdNMa+tVJSLtij52O7jZi2HNU26Vzo5UW8xtuHK0OPL4U10THm9GlLoU//Tbb9ht43+D/f0ucW9E4WHMEUI4SfO0r+D87KyXAcU5fxVklWJ1YIvN9iiO/96TDP4DidzfNfjMAYbnVgsbawGLc4U5FoaFuIkw+xnvfMun0Yej+7FPaAEDPfAp2AlGHhaewPjo6XlLXTwWP0n1j5MqaPe0Vx347jjQD4tMc7anfjj2N/4Lb828K2+e0/DuGD5XKds1u+3hL22GhQ1ezEOW/z3rHiaZNiVq9F69Ox4PDoed3R5PDgszWhacbhcLhaKo5a55SL2VOWQ3jq19hngBWjQ7wB5Sqyv8YKcbo4JBuSoaPUC4bTXCvvwWV5BplNQW+vrjX6hamSlgMQfIJGs0L5N5YewhtLeS/htMvycc2Q8Iv6xfePQpc0s0QXpGeGVfZuCw0JbiB/cHw3xBkEw1hbQm4YZwYoQyVYt6A/Fc0CVDwRfuXSM8IanxShcBkrDlbj0v4dg7LcxG3tl50Ag5bEQ+O6+XU0ZKfwnoN1dYS9iA/rWYVgHnCF+0DQIHW1YF2hs6/5Jmtn90jFj1tDa0KJcaTKppjBa3zvNPy2uQFMwD0ampcNx0EX9ul5Y9vO6u3olqwcFg0Avx751f85ESeGTSeG1TuRjhO9T3C1AF9NBCrlYT1ZDWX47znvI04v/P4HHMW4PjcLeW5AvgQ48dDZK7FA/wxaaBMAuQjzicA96anYwHVFw9OzcEFCX3gIfrH3blXb2R1iHGIdeDs5EUMdTkwMXzwExCFeBBxuBr2eXdrW5gm1e1/0k7lo8hnRaPbUCEcOhcidS7E9//je6RjfW+hTF7LD8IdzEFgQUMcJUw9JQhfF6+BLdNAKc+lxum44pCK5i5oHjmNMIPUidpiIBMCBd9Z1TbXgvD7yBC05SSZF3S2lswYK7AeuDYJBm8hnI9UmbALjyANpkTOiGFcaNF4h/0jhE6UX66yyHCeTxLAG0TKNFVindF61uaheEkroZtigCY7oAENbRaMwn17kFcx/fsE++TlV9EfbSxrDlvGxrMTzLLHYf6M9/NzYUXa1P6Onz1gqxv7a/eA4DpsqN8GkMWF/He/8sh2YhtS8hfDNUFlPAljaCrDq5hM3jsjFK4uje3bUoNrmhMvDIjtAu1tpDXEacpxmpv1L8NIlgWLQHMyd34K581syvbBASAZRXR2OGB7BpF/VGWDUzMkCqb+xwO7nzgu5n3ULWj7ahB2wdHsNIGj4WrzwUkGb4ZeLfpEc+1eZNIOLGLU+phfHG3a0AVmegt0PJUNaNFA7V9sfwT0PpG2HOodRa+QFWzkSVwzMxlOT1IfnBW+A9GuTR569KBx2PDMeR145H6lWvSzTYShcOVBYYF83LBe5ydKBZljn9hPzfnPMm1h59UpMyFOfka3M9CYs3V9CcUtoUdFoUR2EychxPDNie4mUqVXVrFx+6i/qMkJpKQJ6jfz3umMM74kf2ing/osYkeJsr5uePFdiSOPLqmqCIjyNQ+CqPRusp20OhY2FwrMcaEi792zew2yNIrHB4aoWTJy+RlXZH/4zDD/8Z7iq8F/KWARrr6kwd50m2S4+1M8OEd1gY87nMHeeDk2cfPKpBN+xahkH4TJ4WbxGKI7m31+GEwxpAMCGGakWHBX6fLeh7Vo9keLBiR9jelUNJrSKFoQb/geYlFnY6QyD63tfj4u6XCRs5PhJMYkTLIIaBkSsWVAe9eEw2w16eMxlAOFBvEeLsa12PF7XgHH22Gb57gAtJttaMcwRO2fM+8sLQhrSHvhhZ8R1ngqELp/zyMOGZ76eKjhVGBs0NLDDACfazuwNREXKWdjNdsL3tDQxh88x41tyP14y379vpLZT7BrA6mDM+cL/VayZdtvMrXhj6SH851tex9dNs1h/tBYumoHTwyjKXQQ9jUc6p1Crx+tpGMafu2E4GEc26FYpW5AyHYW75nzYDkyD7cA0pSpUQcxmp1lO5hQMfBZjkb3d09RPOGdLd8m+qz7ZIPle3xLcIBWYDdKolc/tlJxoHMehSQUTPhRYlsPYt1Zi7FsrJSwvsTG6VYXGL93SC+660dAQWgxMmCzbv7J0JTZXbsbtf9yO6xZf599u7TUVTuNa/3djzhewdH0Txhy5ZloguqZZ2k1v0Ychr/yFUW+sQN7URWg9bUCLGKeNaf8CTOiTjht8YVIE7ddII/W1/J+GZ/6o0i3wDpytnthlazxSLQ1LmLNFKmxud9MRDwjihWmXVD7DijgEgFXI9Gft+TR0qb+DMh3Bnto9+P3y37Hnpj0yZhBtCx6KZfQaajjWANYTL2Jq8VDy2Px46EeYOr8DXYpy+vVAfPDXETw9b4/iPVGrh9Ve3XKTqwkE6Q4bOhwJGNHAx7Ac4rTyBSTTEjo8jgOvT7XlqXHY/6J6bsBNI/L8nwkC+P3B0ZL9r10WXmspWrAcC5ZjYzIZam/c8tVmjHpjBS77cD3Wqkiu0BakxxkwZUgO/nx4DL6/bShm3T4Uo7un8js5ZcNTepyC968Nt1Ubvx36lBUShms0CMyaJUaXNL7f6hfBQiAaRMKWoEy8JiSpbYzoHBqvjl1gprRwCPYTRcrw0HvfIbaV19xxMMKYc7GtBf1SQwuMx+sFdsJ+7Yk3OSR0m4BzTTmQmIOr9wGFK+WFe1+Cypt/wye7PsEPB4VEOt2ayzDE4cRD9ZE7I9oDvhw1vt+4oNqGLcX1yJu6SFkL8Pl4rD1SCzfN94kF1S1g598P/HqnUGbL58ArGcCenxROKH+aXqqpQ1b5KHCMFd1a43CWw4k3khOR3ym2obB943Lxam0dbmtqo+NQa8JcejR+Yka3iy7WqQDWa/imiPZlmp9YCFERf1cwpBYXuV/BU/StIEDI+mClX2u9p1hl7eEH4wQLDY4WMa054Yx7ygRd2YLqFrzw2z5M+WwTLvpgHXo+sxTzd0r1zrKTgmfVpZukOliESikHxtUB7rqR8DQOAWkog8ZcKNlvyv0MhLYOmrjtoEyRO8993ZdYH45hWdnvEMjianbQ2Haswc/KiuYZpAyCgcs3BwiGKZ9vDLqPYaWOHL2CMe3CM+VJK37ZUYa+L/yBTYXqxq7LPlwn21bX6kZpgwOlDQ40igxzgU7WcNNta4/noUtejddHT8PXF7+qWKbFHT7UntLzjE1fCHAoEDixoevBIqL+BkuRk4bTxrR/EO4LEisv7nzNnd+FpdurIESLQI7hvViBHV0oWHXtN5HzxboDwPF6O3o/+7viyy1+sUd1k2eNW/bQaHx8/UAMCWSvgABBKYdxUoZymHK/wBNrnsCEnyegxd2CqlZpZ+dpGhC07T5PizZhK0htEzZVSDMK9s6Uh11N2zwNlL4a+lR14sRvLzuM7zaW4GClLXzhGCCw/wxlsPN7k4nIet3dzwdnEv51sBoAC4Jqwc87D8BEKYWuhe7KLAHsnttGCh7TIXnB2WViLyABAgYthUX3j/Rv65RixtFXL8DM/xsS5FwMCE1kulo+49mdy+5E32/6YmHhwjBHCMiyPwvbgdfQxdo3onOqhdJ7BgDlTU60eL1Zfx4IPzkAgJK68OnOxfj21iE4t2capl2eD4Ig0DXNAg1FYkSXFHzzf0Pw8PjuGJoXOoxQAoXHWEMSKJ42CaseG4usROmEe9sxYYFPGfnJJamT/7b1rW5c+fF6/LJdfZiicvPCz55iPcEK1EoJxNCOvPGYYzW4qG+HkGXF8HnjRyXeLdnOwAZSX6Z4DEHZQCQtAKmT60YqXXag0Znz/08ImmnxPCOSIoQJ9HyrBQYqdKiF3SM8q61sZM9tzMEywPPxwH4vA2TgzcDzTcLfVTNRYbJixs4Zkmxi76Mcm40G3JeRenLaHQDf802AQ97URRj3zmpc+THPcrjy4w2Yv1P+XNR+cwO6P70EnZ5YjEnvLAO5YyawazbQ5C276BH+/59vlR74xzPAu2cArdLF2Di7A0tc3wOsHpP0f+JXqzm2F+lFzYj7sKbrSOy+MHpGCgCAJPEYfSce9dwJuyjcuG+WPBRtokK4298BPt1VPRU5u6q9s2YGwp/Y5F8gzB1uIU1678b5CUI0wvJwxrTn44Hn42F8I/xYMmVYJn6+TGCmkSLNNDEu/GANvt/E7ztUpTxH9j0fStdEUNJjWKe6cc7YYS50yWuhT1sEyijPdO6uO4tnInX8EabcyBOq+J4xsWYaw3KyOcDiPVIZlPt+2IHLP1qPaUvUB/4GhmOSemG9aMiYH1hcgtIQQvk0y6Ha5sQDP+zA1uJ6GLTyeXuoMNUZK9QZIZVCPsX3LRYO6kdWPYLXN7+uuO/BlQ+GPd5ZcSncDUPgKL0ubFkO6o2gL17cJ2wZpfsuxuYi5SRH/4Z+LlqccGMay7J499130bNnTxgMBmRnZ+ORRx5Ba6s6plNbj/8n45HzeihuH92NnzxrrHtA6vjJpC5hk3+Bw9F8qFKw2Oi29Dtt7bN+3MoPSisPRa5h0i3diolnZCCwGyIIgNQqZ0jUBIhrkgSJDLN0UmrMmiU7zkE7UNZSBo2WH4h9yQ2WFIcXGh2XOw6AXOMpHNqSubMtGR05joM2fgtIg9xY4GPiEaJMS2d0lBu/cgLi8kOFshXVtoLQNMPS/WW8tvcGbKn7XVaGMh9WDN+cen5PrJt6jowRGGgoEWPFo2P9nzWU/D716RCPLU+Nw8GXeIYbRRIY0z0Vyx8Zgz8eGo0tT43zlzXmfgZLt9dBmZS1qGINAiT/bwyzW4nRJdUStoxYgyIU7p29PaJzj+qWii9uHozMeOXf7v5zu+H724XskRqvwaSXggEbAK4YINfI8jkecpPNfgOpb+Il1v7rmsA7LliX3DAx+YO12FLcgId/VBfSGA7h+lC1C0dC0wTfcjNYneGErAenD4PtwDS0HHo55DsUCFJfCcpYhBHdpSxfW9J7MHf+AIRO3r8bOsyBLnktTJ0+kO1T6r+CXRMHAnWQ9jd2pw5nOoUQ5K1VmwIPk+DFs15ErotDP4cbaVQEBtv2wDcXSb9v+1pWJNmQjMu7XY7zcgUnRae0Me3csEgR+rl94IedWM3kS7ZdQq33f+ZEx7ucQQycb/fkF+zr3weaS4EF9/GGt2O80e7txAS8kpyIN67qhEUWE/Z7Q3+v9sRWd2ibrRB3MyV4r045OUq0GNcrDeunnoP5947E6sfOxqGXBdZ1WwztJ3PJRJH8OP53CvP8N0C8kFYK6/ftHxsnOPVz08+P2fn/b3gvLCmZK7SBVJaQcAbRdQV4g8ovd48I+W5ok6Rhi6wndEIz2fFx+2S6YgCgS5azpSKB7z6LHbz8NunFLA9IWubL7vm5lwWvpl94ZG74uQvHcXBGuAahGQ5P/rIX83eW44qPN8CgwEwLlRQtWFZPNRDPGdqi5e+qFcZRsbNKVRtE+mh0axe4ayaAtuWHOEKAhiJx+6jQYdPvXNUXNwzLxRc3ybOMiqEmY/xpRIYTbkx76KGH8PDDD6N379744IMPcOWVV+L999/H5MmT/fTu9jz+34hu6fwC2Jj1vX8b48iBPn0+9OnzAYLvvCgVvSzHacAxemiIUyR3BeEBqa/EkLzw2kWC1xKASt0YPaVX5SHdVLEJE3+eiHL9x5Lt2dbsIK0Q8MboN2A7MA324vtUtclfk1KYp8pj22JqaeD2wdDhZ5g7zZDt0yhkuvvq5iF45sLg2mlWgwYEQWDDE+dg9WNnK5bxMQlpzg2WlQ/ABOHBub3ki9y8ZDM6JsgX/VOGSnWPFtx7Fl64qA+KXrsAeckmnNExDh0TjOiUIjAVxK9HqlUvmwh0TrWge7rVH+oLCOFtGkvkxrR3xr6DNVevwXl5ofX/xCg3vgVzt5dw1KZOk0wtZm0qwZu/q/NsumkW983egbypi0KWOxKDrHOB8GeTBUBzHix4oB/m3TNCsexVgwPfzdBGVjGu6H4Fbsu/TTFcvKwxNnpLvudtbUEtftoWhuVGtXq1L5X7tT0tv8HS7TXoUv9oU5saPaUwZM2EPuNXaCIw2Jo7T4cp7xP8UhrIzPGGnigwhWnbGWBdKXDXnyXbpzSp9jleAmGHAd94pNomLo8buw1Cv97oagzZ/gxzBt4pZfFtZSWSoN6IGFPUygWtgyEnLgfPj3ge9w+4HwCwsHAhfi7mxyYNHZnT5mTCoaD91Jkohw4e0KLAMoZ280YzMRgPYAtIVnNoEfBubz5xA4CfrRb8EGcFAwfMLJDt8eCWxmY8XSoN0Wor4nRx6J3cG7lxsdXb+/ymwejgHd9ykk0SfUmlcS8cToUsmCYNb/gOlTX9VIHvfoVb45+qWUYjQeA1BjpxjoJ3oP63RNCXHJ4aYPhvAxKMFny19yv/d8YReSj2sxf2xoCcMGsFVurwMaQH10gWg27hyQzuupFgHPK5hQ+O8ivQcmSqqjrF8MmdiB3DvTLjTsgzJdZ/c1ZeCADo9MRi9HlO7tgOBZbjUFIvEF8KquVzwD8PyJno/uPbsMQX36a2MKzcNefDXTcKADAxL7J0MhwpaGZaur4FS/eXVGmm+RBOg/qyAVkgCALn9krH9mfGBy33xhXRydOcDvMMjhNqEdm3bx8++OADXHbZZfj555/92zt16oT7778fP/zwA6ZMmdJux/+bkBlvQIU386DPIs+4Uv1x2hxthc7rgfE0DgXrypCEg4oR2PEQlAt2un3tsPvKmxBv1IYtZ8z+EhpzEXp16YyXzGdgVFd5GFrgYEMQBDiFRbASKJJCvVNKefUNJmLUOXjGn53kJ+EsbQKpsSPTLI//D8TWyq3QpSwD4+wIpkXaWabH6SUi7sW1wkDUlo4togE44DykV7mHdcnvNcMy4FgdNJb9WHpsAa7uPRmpViNuHdkJ+8qb8Mv2MozqloJjohC/3+7lwyaDMY4AgGOEfb+s18IcQKCh7Z1h0lJIs+olIvliY5gYEqYaAZyZlYAzsxL8mxbcMxIsx0WXXdELTdwO/2dXzbkhSirDogvPAgsEAztITSsYLnoB0Wp7NYqbihGvj0ePJH6C+OSvvHFuUG54o/XccIYfL9rCrAwGXyY4Hz4/8Drez3xf9fFGlckpFhUuwp7aPSD1N4LxKIe+qgcL0lAOD+uRJSzx4dG5u3DFQDmTzgdLt1dAECxajjwp1ZXxYm8Ln79Rl7wS7prgCS0WHPsaxqyNcDecBaa1m3+7r6855twCrTcbGUUqvxuhuiUqwAlD0Znw0FqAlV+3p3EYPI3DlM+hcJJQSS04b/2eJj782ckKk/heLjcGpSufx4dXNr6CH7pQAHJwNxvbTI9tRpz8uWh0NmJb1TYYNUaM6DgCT6x5wr+P1iiH1Z40hBjIvmImYikzGO/qPvJvW65/VFbO9JmCwXzRw2FPfUtTM9wEAbPGiiTDBXikfgEeTE/FUosJbTM7SzGi4wiM6Khs1I81vrt1KH7bVY4HxnULX/gUhBDOFsXYG+PFni+Dd35HdRkd/8kId2trIR/PS1pCO+C6Or8B7V2GWhHawGSnpQ4Xjo58fiRnNHPgOA7bSxrRLd2COIMW7rqxIA3HoY3js0pqE7bBWXFl2Lo13uydtL0ztAnKDFR33WiwrkxJoiS1WLq3EmcEPIfv/XUEF+THJpyb47igESvu2nHQmH1GH7Fmm/JT8eriA2hx0Xj1UinriuOkzLpIES0zrai2FUkmkZGUU/yo+D0Q1l78c/rMsGdwXu55WFrctmzKgdp6SojmjiWZdSh67QJ0emKxZPvqx85GTrIJH18/AA/N2RXRPPy0LS04Tigzbfbs2eA4Dg8++KBk++233w6TyYTvvgtNmWzr8f9WuBknKlsrQTcL1mix3gDH8oOZmj6OIHjqvVoKfjAPQGVT6KxWk95fi5Gvr1DRifCLXzfrwA3DcpEXxHgiBgGAVVhwBoPYQ+puHARPw0jJfpqlkWzkqeBmrhMADqSGH/g3V25GQYMQ53+wcSesvabC1Ok9/7b/LLsD+tS/YMr+RnbuVKvUMz/2rZX+z0p3Vu041RZNESuRg9aiu+Eou1a2z047QJBuaBO24+0dL2F9mRCW88ol+fjflAH48LoBkudCzW9m7vqm/7PBm5ZaAtYIgoCMLdYjIzptP5IkZIa0SO+YRpQaXZugFNLIAiJPFQjpO/Xsumcx+dfJWHl8pepzZjjuQGvhg8g1h07IEApry9bi1j9uxYwdcuZhs/PUDr0J1L5ys/LMUp/v+RwPrngQG8o3yPapnavtqeUNN6N6hjb4i43fwaBN2Apzpxn4eNfHYcsGYvGeClz72UYQhNdlSygbUa9K/xC2Ay+j5eDLAIJPio61HITGehCEppEv570hszfz44WFEsJaxYkRCEnoiVdsW/TC+CQFrst9RXI+RlMFylABgpSPB7rklbD0fBL6jF9k+1RBdJG+sHshlb3QT3gIIMUQWivucIMQ/t9Kq9MEPGFQMDoUNxfjwZUP4uVN/O/97PBnT3SrwkKN1MBGtjd+ZUfhWc9NkZ/AHf7du72pGfc0NkFHWuEBixUm3mlToYmtn9nusaOipQK1jvZNzgIAI7ul4PUrzoQ1MHvx3wTNLj5JQ5wu+lCkWLF15twxHLeP6oRPb1ROUOLX3orN6f5x2Fr0Xsj9dAR8DrvHjkcGPuL/rqRLFg5KfIFFeypw+UfrMel9X/ZrFoRGcLYoOc9DQZe4EZRBuW265NUwd/oAFtF8Vi1ctLLRY/EeddlGw6HTE4sx+JU/FfdprIKjypDxW9i6Pl1diFmbSnC8Prb6otESCH7fVymZwLclzNOHlza+hF8Lfm1zPaES2vkQbXMJgsCs24YG1MXXNvGMTBx4aSL6ZicAAB6boCwTJTn2NDUtKE6oMW3Lli0gSRJDhgyRbDcYDOjXrx+2bFHOIBGr4/+NIDRNeGbrrRj/03iJwD2pbYKn+Qw4Ky4B5+HZJureE75HMmvlBhCG5XD/7B2KGeoIqoVfoBH84nbmhuJIL0URTGtneJr7ItMSngEmvr5gmmlirL56NQAgwZDg36ZL2Ap9ujCYNLmaMHrOaLyy6RUMzhgMI5EGc9fXJPVcuuBS/+dpOx8AAFAGIfzEZQ/ObNlbFjz7FxuLESEKtHJlMHf6UBI2DPCU7UMV0sGz0i4M9EYdhUlnZsJq0EY8KPqNBQAovZwGThmLQRAEzuoq6FuYVbKM2g/C6K2x7JfttfR4BtYez0Of+RP06fNh7fkMSEOpf+CsbK1EcXMxWjzqwyG1XBpYVwYMGvUhPrUtLsxYfsQ/8dlYvhkAn+I7EJH+boGJHwIRmIRgxaFqXPHRejTYY2O0G5s1VrZtTeka/FXyFwqb5B7Bc3sKRpVQ6zEf4/T24YORJjJ4B3pqb50ZfkzyCR772K3+7SpWhLKJdJBspg62CaS+SrJIUIKbcXvPzU/cOz2xGBe8t8a/P5UYil/P34A3BvyBMd3lenFKCCWIy2q877JXY9F39xxsPfRpS0EQLHSJmxWPzUs2KW4PhBFO3K2dK9mmhRn5Xs20Ap0Om6vWKx3qx339hRD8zq7YhyerQq433PXKr4GnRX2gVc5MMGlN6J/WH72TeaZz/9T+J6CBkcFjzsRI13RMcL8RtuyOlCjCxTqJMi8/cggYeIusyC8WM+ZYLahuacRaqhjzrTzbJYeJ7di6unQ1zvv5PDy++vGY1tteOJmLpmY3P+fZWbNTcf+G8g3YUrkFHqb9HTvZSSY8Nal3SNa8Gghhnv+MOE+JZlpAscu7Xe7/3IGMXaIyA2XA0SYhGzShYg4fiHJftI5o28Jd/Fz8eD3vNNelLoNGlLGSoxMiOgdlLgDrUp+cRy3M3rlUW1/NUI70GpsLBdXypA2UKbqwd7eCfu7JYKZNW3Iw4JmN/iYyTkFO5p1t70Rdj1Bf8IgDH2iVOsRKGNE1RZI0LcEkDWP+9a4R2P/iBNwxujOGypL1nYZanFBjWnl5OVJSUqDXy3UwOnbsiNraWrjdciZBLI53uVxobm6W/P2TQQCYeKYFlm6vodIu95LoktZDG7cXhsx5ABH6RRX3XxyrA8foQCo8Osv2V2LBrnK8tFBuODBmz4Sl2zRQZp6lpXYhFs7FSJmKoLHuRkVLRdAygTUQBEDqg5f3IdHAGxkDPaS6JEFItKipCDa3DZWtldhbuxe12ARSq/xsidkNYrQW3e9nbqgBaTgOY/aXmHVUHr4mHihDTYgjGc8CB55Wjn+eSJ00/PXDlQXgWOm7OW1zG7OXqQShaQFBALeOFOI/1Q6Xgey/WMGnoQEAjEOulUOQvMFCl7AVlIEPvSL1AuvlkUGP4KsJX2FYZugQNDFq9N/CmPMpjrcqP2tKePuPw3jrj8N47CeetfPLet5IMTBNft5IJzMtQZKa+HDPLClj75avtmDrsciyn4oh1kwDgFWlq2Rltlfz56y2y42y9yhkRFa64opWvv/wMdQAoKzBgS5PSin1R2vCs2M4Vg+WtviTd/i3cxxI4zEpezEIGGcGP8njlIf0n6ruhbnzB7B0e01xvw86nz4kJxii91cI/VmDqx47GpeAM+8IPDQobhyeB2uvqbD2morZJVKGFEnzxm+OkRrGGIi071qUw9Wyk8Ib03yPqyFAS47hWOwRaaaVtihnhvNhUMYg7CkqwZ6iEqQj8vCimIDzsQ8pQKMHrp0DjHsemCjvY7sndsc353+Dt8a8BUDq0DllNNMoLUq5NJRywecCF5Hr8LDmR+TSx/hMpddHwFL0MdN6XMAbHCdP5+sQ4a2kRLyckoQWuhEdHXxI2sW2FiwqiZz1EgokQUJP6YOGcZ8qOBVsPaG00jiOw3+W/Qf/9/v/ockduTEl1jgV7teJgjyru/T7xZ0vROe4PJyTJQi0X6I7I2SdB54YhuJpk1A8bVLY81t0FswrmCe0xx1ZYgAA2B4wt1AznTFmqYt48kX40LYzwDhCG0gYV2gmtBKyE9U5j9qKB+fslG0jNMI8xtOo3jEjy7DNybOPRoK22BElmmkc8O3GY7jsw3VockiN8uESaNmLHkK2ltdMG5A2oA0t4qFPVWYDikG3kTgRJ2Ip6wIibkiSgEmngYYiMeeO4SF1g0/z0oLjhBrT7Ha7oiEM4NllvjLtcfxrr72G+Ph4/192dnCByH8K7h4fXt8IAEht6MVrgGIaCMoNm1vuvWhxCTRkXyf6n2+28TWQPv02vkw0rKrLPlyHvWXCBIoDB8p4HATBocYRXsfGZxQiQIB1h9Y56pfaz//Z5ylVglHEAPJNAll3gqzcrppduHyB4LETlyGoFpD6Sm+2vfCgjMegsRzG8vIow5/QtgQEBoJf/LAeeRgGQTDgGJ1sezQg9WWwdH8elh5Phy3LOLJAAEiLE/qHcALpX908GOf2TMNzk0OLevoQ6SSAYwT2pj71TxhzPwapLwcA7H5emlSA9SSC9cQDjBCm2COpBwZlDEKKUb0ml5M6Bo25EHZaOSW8En72apxtLOSNo4y9ExylU1BRPFJWNtaD6Z6yJpw1bTl2HW+MSX2Bht+1ZWtlZUZ25K+rc7w8c6VYwDsYCK3AIPvfzv8BVAtAuvCfb7cplr/xy81gWA5Ha1pw3rursGBXubQ+ygVS04JWWmp429nwJ8x5H8GU97/wbaLsIDStyEtRnnAH3pdghnYtyTtLuCAMt+OeNXhxw4v475r/hm2TEjysG/vKm3DxjLUob3SAZJPAupNljDrOp7/DkXAcv1WxrrvHyg2fwWD2jjdsE7+4c7FSdtng9OEhj/9s92fI75SD/nnZ2G8NnfG03VDiDUsu9xoye0wERj4EZMlD0Jy0E8VNxSi1yfULGSq4wPOJhFJ/+pLmSxQbpqDYwGvfXkhtxP2aeejMeBkpXc/lDWLP1MF97U+hT+Dy9oGBYbBdBWHms+12jG+1Q0sYcGOTDV9VVKFQq8UzKbH10J+Xdx62Xr8Vn4z/JKb1nkzM3DcTL254MeYsNooQ+uAHlj+AYbOG4c4/70T+zHyc+Y0gVaIUMivM8U4w/gXhT+JLVGI3vXzsCObvWo3R9YKjuo4NHeZHKOisBYOPNe2DNnGj19mkPlFFZXN4x5S79my/tmZE8JIS6JZu6NQhNFmD0leDshyIqPrnFuyLvE0KCDePjVMID2edQuQPbQttIJUcx8m/t8WY1pZsnodFCa9YjsMz8/Zie0kjZiwvkJS7d5aSJIsAU94HOO5Zgzv73omnh4Vfm8QCRoWsp5FArBEdLFzYh7X/PQebnzwXvTLl67t/QTcXNU6oMc1kMsHlCpLO2On0l2mP45944gk0NTX5/44fj63n8VRE98Tusa/UG47DcKFfyD8PVKPFRWNPWSNMef8TEh9wXiFolca0ZpHXYHtJI679bKNkvy+bXrxenUAszbDYUFjLi4CGwBXdrxDa4JIOjL5MLgAUjYqepsGybdcvvl7yndQ1+j+bu06DufP0sKwRPzh13u2QHV8bBjQzkQVH+ZVwVV4cUCUBkE4QVHB2qRoQ2npoLPtgzJ4JgnKCIMOL6XN0AkiCQJxB609ccfNZodNIn90zDV/cPBhpVkPIcj4EE1wHgEP1h1BjFwy6XdMs0Jil2fc0pmKYO78Pffo82YRFG7+LDz0mhB/to50f4aEVD2FblbKRRglJrsvgKJ2CDkZ1C/4jVTYZFV9jLoAxaxaOMfJsnC5R2vl7zu6iul2hUNbowMX/U04b74kw3EpHhjfk+nTVFhctDlNSDn36fJneiSPzGRjS5wU9ZvXhGqw+UoPH5u7C4aoW3D87gNXlDX0P7EuqnHyoia/vDAVS2wxS0wIOwTXTWgvv82cRC3ZXXYyDf3+DsJUpLny4k5IocR/uediP3YZLOz6GSe+vxa7SJoyYthwcPCA0NhBU4ILI20ERLLQJmxTPYzWEDiEWGxBd3hk8EcezpsV94/31jehkDf0s/1nCe49pgsAh/YlhCAQFrTwHEuNQwyFMnjcZt/9xOwDgjjPv8O/jiFND95CyV2O29mV8o+XHPT3cuEEjeOlnxX2AfiRvRCOJgGeK0oDtNFZeqTi8feVrfEjseS9Jy1w7G7iTN7K/UluPd6prYdYko9LUG3+ZjNhj0GOe9SSxD/9G+N/O/2Hu4bkoby0PXzgCVNkFdvby48vR6mnFujL5+GCMQMrgZKMtYWWnCrggYZ4+NHMM6kkSLlYYg+a7wxiACPVGApvbJgkh1cbvhDnvo4i003yJr0KG23I6MPbIHSY+KZILBttBa46FKQ3//JCy7IfGugsgQxsew7H8Y4VxvdJl20iDkLTG0HGW6rqUjF9KYZ7/F2au7sOOkkasOSLMh9IiiCoRZ6MXN8sWoAMsNrp9efMgTDpTulakjPy9+HjXx9hRrZ6hHw4rHx0bdJ+pjZI1iaLQTpMuvE5hWpwBSx4YhbvGxmaO/2/ACTWmdejQAbW1tYoGsbKyMqSkpECnC74Yasvxer0ecXFxkr9/Oo42Hg1fCDwrBlBndSa8kwIl45W4i7z9m61otLsByg7KKPKOe8+h1sPw9fpiyXebUzqgMM4sMM6MkOwdcd89Y0UBXl18EIS2Pmh5AMhPFbLQWHVS3QfSWIJ95TyLTKxnxdH8Ikufuixk3aLW+1qosrz3KEcu3A1DcWnu7bJ9obQsJOUiOGdgqmoaLdAnr4A2Scr6IQiAMsjFudeXy/WIAn9+hmWw4OgCrCtbB0vXN2DM/jZouKwSSH0F0r2stI1PnIsf/jMM9yuE7EWDu8Z2QY90K64ZrMxmrWytxBW/XYEbltzg3/bL3SMwsKvy5EeXtFFxOyAN89xevR1/lvyJylb1ArMmpjdo25nY17gJ+TPzQRpCh6+Nf3e1bBtlLAYAf9ZGMcoaBaOHOKS2vbDiUGQsGoqUTjomdZaHj/gMI0rPpRJsThqvL+UnYr4MyIHQJoSeVNEMh1ZXEAcEyy8KAxeHEzvcJgn/9mnaBYYliNFs/QqWHs9CEy/NJmYg48C60sHRcg0bcV9Ac3zdRJBsY+nkWfj98t/x5xXBQxOavX20uIcxIweMvSusWmloDkc1gyDdssQJhGhqYshsu8hvi5el6lvwmGjOr5n2flICttXIddnmF8zHRfMugt1jx9U9rvZvN1EJbW5Pm5AeXIPOBw2hgVVn9WcEVmJhnmwQjBvDqf0YQvLv1n+ohZL9I9wbkEY0AgAedHwoP17JuXHlV9Lvc28GDi2RbqO0QArvaNyh12EE+TDcrAPfxqfgu/j2mRf+eexPDPl+CO788852qT/WiMT0w3Lq9Xz21u7FQyseCqk1FDjfCoYsCx9K1+RqwryCeWhxn3gtQ9986+9vKguPYNfom8s9xJZjTG4WVjQJEhMGIszCPYSDMhBaSqtolIzEmBbI8FG6Jm3S6jaNOVur16N7kgoig1dKwZAxH8as2TLZlKCHeVs9okvkYa5qkBkvdy77EqoBgjyJGrAssKNEiHziwCmuPB45Tz3x44YvhLE6kveuvlXZyR+M1xFn0OCcnun435TgoZwvbXwp6D61YJy8vl5eihnLHhqNR5XuRRvjyXUaElueGofNT50rYamFQ9+sgHX+v6GjixIn1Jg2ePBgsCyLzZulE1en04mdO3di0KBB7Xr8Px2/Hf0NxuyvYO01FbYOD+LnIz/DrDWHn0h7dXaCes9Elg+O1asO43PTLMDq4aod6z2WElhGUb6U+syfcM9f9wheMo7vZNRM6DgO+GEzP/BShtDe1Ly4PP/nJIM05ENjOobHf+aFxU0agaVAaEJ7lgJBaHhjUcuhF2A78ApsB15VdyBHAqwOGhUsnKDnjqBvdtPSe9vKlYLU10JjliaaCFblHcvuCLKHB8dxOOuHs/DU2qeiXmyQulrkJPNhlUYdhWGdk2XZOKPFfyf2xO8PjfYLwAaiycUbVsVhCHEGLSZ1GxvxufSpy/yv2/W9rsczw57BGSnqafUN2t+hT5+P2UW8VpK5k3wRGgq3f7MVdCs/mNOtvFeqvFE5jEJLxT6Y5sIAL2CX1PCZXsUI1ExbVLgI+TPzce6P5yqW92WtVNwnekk+WhnaMeFpDK2dsf5oLQ5VKYfect5J9bJjy1DSLBg/D9cegyZuJygTf+5Rb6zAU7/uQd8X/lCow5tVjqBBkG6ZMWxu1b2w9noa1l5PeQ9QbqeB8hr0OKXflgULGlX2KlVZCcWn2Ez8H6y9pmJxhTRDLEM2egsHvlvC0Syt7hnwMVLl7SCgCbjeBFeFRDPtUINc5/PpdU+jqKkIn+/5HJd1u8xv2EzVxcZIHzFSvVm/EnLCFu2T0gfrr12PuZP5xAvisFwNI2cenAqwQx1DOCieb1I2NP7+pEJh/vm+Jz0Nttyf0OSphdP7zlxia8GeotBOiEhBczQctEMWqnaqIZyTzcN60OJugd1jR4oxBTpSBycdPnTOhzpHHf4s+RM/HPxBsv3b/d/i3LnnYl/dPlze/fIgR0tBesN3H1zxIJ5Z9wyeXX/qZaz1QUhAcHLb0RZIwzzVuYAv0vQKuu+b8koJM+38vPND1hWni8MvR+TSJj5jhBpMPV+eOTFw3UNQbctAmWPNUzVn80Xp+JKhEVR4fVUxKJLA05OC399gCPe7hQsaYuzhxx8fXDSDSz8UnJYemlNkBQabW8cSYsaZ+FmmWen6pmNCaMar7fAzMW2XeC3aLd2KyX0jTF5BunhWY5BM7j6kWvWqo3B8CGQp/hMYtu2FE2pMu/rqq0EQBKZPny7Z/tlnn8Fut+O6667zbzt69CgOHjwY9fH/RvxV8hc0FiG0bO7huVh/7Xrcmq+sOeMD4fWIBCOLSTZzFAjKjUZXY1itjM/XFgEcwWviwOfRYL11RvdS6hK2YnXpar+YP2UsBWWoxPPrn8cTa55QbJM4fblW4zW+uUNropAinZVWj3yQc5M8g0hHqTdoPTv8WTw34HOhXf7MeiQACmpfR9J4DLrkNZhbFFpLqb0yclFQXrRGN1HkUNFaoXiPIwHrVpnQoh2gJbXIjctFllUqOjswXa5l5INSJslAjMkeg6t6XIXcOHnygmBo1W6VsacMmT+qPn7Z/iowjiw4Ky6Bu57PHjhjRUGIIzjRnwCrwuQo3CQlFghmVK92VGN+wXw8tfYpyXZDhzC6S2FwfqfzYaiaClfNxJDlvlpXrLid0NbBkM6H07Z6WvHJbkFT6Yeid2Hs+ANMuZ/5t32/SXmRT3jD4GiN10tPSo2KLYzA8CP1ZQgGitAoaqZp4nbC0v157HN/ihuX3IhrFl0TtA4flu6VMyqrHNL2c94wfY6V9iktrDDBbD2ibvLaNS14aF68d8J8QQvfz7ggvT/5yf0k37dUCllYZ+6biUvmXQJL9xegT58v01s7FeFhPMifmY/8mfmycYCm5OzhkwEf+9A3bOxmo2fP/ZnzAEa+vhy1DpVjnnewyvN4QLqSQEKDaxrLMaesAnc1NuEoGz47eCQY3XE0Fl+2GNNGnZiEPO2FOQfnYPjs4Rg6ayiO247Dzbpx2YLLVB//VwmfUd5BO/zPZ/7MfLyx5Q1U26txzcJrcNbssyTHPDjgQay8aiXWXrMW22/YDh2pQ5opDUVNvDPP50CxuW0n3Gjln1v+C9aY4S7xczILu4tKMCFBMPBoWcER99IIwVlsZFm8mZQIghKMaUuKBQaphpTPHwLHdsaeA3vJLWAd6vWvSR9DOUQZT+MQOCsnq67TB87r9DmrwxgcaTgStjzhlczx6ScHJuFRg2uGqDdsqQXLcUixSNc1PscqALhqxgceEhRztkhZg3O2Hkezs+0yA21d2zCi450e6XPl9IRm3hnSBPmT0VmjQ5SMDrnJZrx+eb5kW6jn1dz5HVh7vAh96tKYt0VDkdj/4gT/939DPxctTqgxLT8/H/fccw9++eUXXHbZZfj888/xyCOP4OGHH8aYMWMwZcoUf9lzzz0XvXr1ivr4fyP21OyRbdtSuUW2gAwEEcaiLQEZXK8lcALjcDMA6YKxw8/iCgBE/1Laj9+EGefMQF58HgCAMvBipzWOGiwsXIj9dXKGgb9dHAetl1YeKnU14ZTGidc75fRrwqsdVNao3ot1ZfcrUe0QFok+gXpz19f82e7UQK4vJNqnOswzepiJjnDVjoGzShpCR4CIOEuRPv03TPh5gmw7x0bGumNdGSdedNgLN+vGseZjKLNJjRR/FMsZRD5cPO/ioPt8mFcwDzN2zMCh+kNhy/pgdY+Eq+ZcjEq/GH2SeZaGNmE7EIHQL2U6Bl3qHzAk7AUgTeSgidsJXeoSkMZj8HAtsPZ6AtZeT0D8tC2+fxT2vDABH18/EINy+RDyvx4Zg1AgCKCyyYltUWTbEiNUtryn1z2NBUcXSLZFMjFUwpKiJXCmzIAueXlUxxOUlNUhZtaRXBu0uQKy6l6U+rpfVNnc+QPJvp+PzMXsg7PR4m6Bg25V1DzUWA6AoNyoZXerboJYpyOHmwJ3wxAcOjhKUoZx5IBxZvrDL32gOaFf7Z0nT5CjxFikAgYg8bPje/oLtfzzIXbmvFRTh95J0skrLdL9cbNuHG06CoJyQJe0AVUu9e9jTFHjdS42hQ9r+myPYIAVi7afykgngidCKqDkhjYxi+qtI5kobXDg/RXhnRQA+FBPALMqqkAV3ol4bTp62YvQ2+1BB5rxy1nECiatCdnWbKSZIs/id1IQ5PKLm4uVi6voqO0eO34tiCx8bs9Ne3Br/q1INiYjXh8PLalFgiEB1fZqOBm+7/RlVN5YsRGHTHfA2msqSiPIZn0a6iDVTJPPtgiCfyPF+9bVzPN/pkQOagdJolZDAQpGMwB4aMBDsm3V9mpJ9kTKVAJTzlcgw0SZSNoY8J3j5GxMzpOkKIcQtm5vxsufjnyPMJCAQAABAABJREFUvbV7VRzAj0p0S29wrAakTmB7f3/bUFXntOg1uHxA6Myh8vOGnimzHCebdxGidZ8p9wvVp/phi3ysKlSR4TwcbG3Ujzv7rZVB94UzpvHzaR5K681oEBiRcfVg9UZSH7NRE6d+bhYJ1CTlOo0TbEwDgOnTp+Ott97Cvn37cM899+CHH37Afffdh4ULF4JUET/f1uP/ybiyx5Wybbf9cVvY43yaaeGQYNL6DW8J+oTQIp7wpUEOyCLnTR8drTGNaemFMdljoKf0YFhpp/fIwEcUWTx+WxqAwlq+Iw8V3sVppTpNPt0ZgG+/7cA0aBieCRWYajsYll3B66gV2QQdKp8nKlJ6N+PIBW3Pw4i08OnEgyHcbxcKJKEBqa8BpZcyTwgCYFrlIVBnpsgXc6le4dBglHqf104tgmngBT4j7QGfAaTaITw3NEtLFrTRYGHhQnyy+xPV2ocAYPWMhrt2PNZUzce+Ol789+Zed0Gt+ZTUVUGfugykxg7Syk8axKm0NdZ90KesAmUog5sVGdYJBovvH4Vf7x6B3h143aGJZ2Tgp7tGoHjaJHRJVWYN9ctOAMD3B8Ne+wsVTVLjkiHCLEZKHm0fsq1yDzbrUM/6CwqqJaQOXigEvvt3nimEOac5b5VopkUCcSZZAEjVdYWnQchYKTYmvbPtLby66VU0uhqxv5FPdqGJkzpmONYAjiORRZ2LD8/9EF9NCNCmAvDzXdKMmBpRGHAGxsFVeZnsfpO6Wt4h4jUq+hZsJlIILzhufN3/2aSj8MqlZ+DPh4MbZ0lDGbTxW/x1eaDBdqIjAOCgnjfwuYkkaLz7n0lNxv566eKnf1r/oPVrCPWix+2C+qKwRcTyA6csBC8XPtO+jRm6D4IW3aUJbRDMInhR6p/3iMYBU/gsyI0kCY6yg2EZLDGbcEd6KmbGRb6QDocN5RswZdEUvLSh7Ro77Ylw04JMs5yx958z/6Oq7pXHV0beIAW8d/Z7+O6C7yRSHIE42tI+C0sZfJppYSa0vr2RaNX+fcBf3QNMGcbkdMRfPs205+PRJJo7FDYJ85hvyysxo7IGRBBNtUDtUwC4ccmN2F4tz7RIGdWHZKvRi9LEbYeh4xzVdQai3lWHbondwpYb1zsFJh0FXdJ6ECQNY5TnfPuqvsjvqC4BW7SQ6F574dMobituH6Uu+YAYPpKimnXkmYG6X2HQ6ubXDGrWSGrkLtRgfO/Q0gviprx2Wb5iGUY0t2ov/cjTxLTgOOHWJ4qi8Mgjj+DQoUNwuVwoKyvDO++8A4tFutgqLi5WHKDUHv9vRI41B3pSHkqVqA9jLAvDAvJT5+HTTNODJMiwhop95c3gWB1oG88w5FgtCJKn+Eb7Ulp7TUX+zHwUNhaiziFkdemZ1BM3n3GzxPDlg69TFD9OPkYbqfQKUFJto2SDIPTJ0VYQmkYwnAd7avaoFuPMMGcAAMwaYaLuW0jbi+6Ho/Q6tBbdq6ouzpMAT+NApGuCL/iA0ANNW8IgWtgyaK37oU2QZpkkCMDT3FdWfnetfGL73jX9cFbXZFzfb3TIcEi1oAzy0LW1ZWsxdNZQ/Hb0tzbXHwq+7JBi9P829G+jBudkn4Nre14bWZinZruM4bitZi3UGdMYmLu8C1LbCEAIP9BrhXdE6zWyUIbSAKFoDhnxBvTPCd7XiPvzzU+ei2cv7I3pV/dTLJtm1eOC/AyM7s4bre0edQxQDxM8hODmPjfjkYGPSLbp0xYGKR0Z6JYeUR0nDu3omtAVBEHglqW3YPq26V5HBINIWIV+iDzJHMfh26JnYMr7GIwzHbYD0yR9g4/hIWZjaa1SjyvniQPrToEByeib1hc9kwTtGbvHju1V29E/JwHF0yYhI45/H87tJbBwduIRWHtNhS5plaRe/yQ9QKNNSyiP570z43Dd0FzFia7PQGju9AEMHX5GUSufFIIBhUOc1NObm9kRtKiObdXSjKEGjfydZhxZsB14FR0M6jUMY4rBtwPGJGCIPPFMIK7qcVXQfVomQk2WdoLv9usJGuMp5YzFX9ETcIDNxgFKrnUkhssrPdDKGYA71wH3bAHOfoLf2U9B/sP7AkzKygTdfTrq3eXYbu2G9SYjjuq06EyqT/qiBk3uJuyp3aMqvP9URqY5E2ckn4Hb82/HQwN59tCnuz9VJdNAc5GxScZmj1XcfkbKGeib2hcmbXCDcZw2tIzHabQNPANNuq0ZDOopCoeqm4Amfj52U5OQRGpYhxHoHN8ZF6dNxJkuN7p7PJJKru8lZLz3ybiIUSOa74vBRhANcZFPjyrEdIjUVwVNwKMWa8vWhi2zumIR3r9WrvEYLrOl0rw+lmHNapPDPTYhdJ+sFlOGRu7QDNQ5C4VXL83H0VcviPgciiDtcFbFqC4RJp+pfky+Nkhor09OaUXJCgyfPRzvbns3Jm0TP1rtJR30T8C/m8r1D0ONowYuVh4C+MCAB0IeR3gXz+FAEAQ4Vg+CcqHeWY9Ke+gJ55HqFoCj4Ko9Gxxj4A1phNeYFuFLSeqqQBmFiWirp1VikDtYfxD5M/OxrUo+Kd9cxHurZ6wowL1n88wplua9FRNywut92Ny8cY1jdQDpgaXbNDi1+zBl8RTMKQ0dQgvAH14FAB3MwkDpC9dk3Wmgbflgnero2pTxGIwdfsYvx9+W7RN7PttLLJJGsIkzEdRLGPh7P7b+Fhw23IeDLatQ2Nj2BQZHW/0TCpvbhg93foiXN74MF+PCp7s/bXP9oSBmQ0XCIgsG3+82pdcUPDn0SfRJCZ+9z4cmvVw3wRcGEw4f3xig06BtxtGaFgnN22PrDYD3gukpPbR118NRdq0/M5VapMUZ8H8jO8FqEO4dqa8EaSgFCBfuObsrPrxuICiSwJrSNRg6ayj+tzO0RiAQesH20saX8PY26TujsRwMUhrwMOEnbJd3uxyU40xvv6Z+gsd4VX45kbh+QWMBLpl/CbZWbcUXe79AlXEGrL2eEpIGRACCEjyT328qgVvHG8coQxUMmXP9+0yd3vd/VmID+OvT2kDpq1HC/I6zZp+F4bOHI39mPg7VH8LT657GTUtvwtIi/tlb8ehYrP3v2eiZIWRGdHtD+CiLNETSp13JMVInkIMVFk5TMmYqtynIAoJxpXqvR3ASNdM8S2mcjTcyxiVL2UffHfpc4hzaVbML+Sn5SDOmYdYFs/j6jKXQxm8Dw7Vd8yUqTHoLeKwAsIRfPIYyNBjo3rFsVfsgtScw+T28QN+E892vY51+pGKx5z03Yi49GmtZkYEz4wwgtTsw6Fbgvu3ARTPkBwY4AlkO6M7l4NXqWlxma0EpF57VFgkGpA3AjHNmhJ2Lneq4oPMFmH3hbNw/4H6J8UPNXGNIxhDJ92/P/xZ7btqDJ4cKCSK+nPCl/3MwJtvLG1/GvX/di4IGXstTbNgHAMaZgf5Jygln2gv/hiVmuCl7Z9yCPkUTMXNHb8Dr/OpIC+OxVWtBYVMh5lcvxWUZebglpYukD//uwHf+z90T5RkNb+5zs+Q7S5vhrLgMjGjefGn/jiHbGMh05zhO9uzStj5wN6gLs2wr9NZj/s+tRfcAAJ65UF1SAbFDqS2RJoFgWfnz7GkSmMGual4a44qBWbikX9sdM9EksmLCZUkQISPeAIoMf44e6cEZyS9dzM/BNdb9MKQvVn1utSDDtE/NHdIlbMYXe77A/SvuBwB8ufdLxXJqHdP+cxOAJn4rtElrgpa5Z9Z23DtLzhr9N+G0Me0fhLe2vqW4/fkNz4c8zmfUCdc98d4oYRJ6719SJpVif066YO70oaAN5BW2jnTyoU9fBFPep+A4ApM7T0ZOXA5SDPIJ781Lb5Zt218heMd8i3fWyYcrLCn5CSwdmtXoSzJAkG6A04BjNWCDGpSksB14Dc7yaxX3mSj+vMbsL2DtNRXmbi8DYEFZDoQM/ST1fDghQTmwqHARKlsFo+aJEN41kx1B23rCXT9Csp3hPH4x9UDMOsgvSI82HsXiwsU4UH8ATsaJXTW70OBSFyobCowjz29IfGPLG/ho10coaynDZd0uUx2GEi08rLC49k1qZk+a3eZ6N1dsxpKiJShvUa8JYqCVvYVvXBF+AZ1skdL2CYKFg26WhEbQjQPhqp4AxtkBdtqOzLx10KX8hbap8PEwd54Oc6cZoEzFEt2KEhtvoF1cuNi/gAoGTZCwkWBgHMG1KQKz2AJCmLoPPx/5GYxxNzTmQpDG8FpWPrzw2z7YnJ6QmcNYIrg+ZViwPLPqqk824Ol5e+EoFyQApIxS4T7P2KFgdPCC1PLvqBNSdkCTq8n//Ntp/lqMOgpZiVJjThI3CBxtgqdRuqAOppnm5IQ+ocy5w/85VP/mW+y5Ki6FveQWpOp5j7cp90O0pPNMgd1cHl/I3SQ7XmyIbXG3YE/tHiQZk1DQKDxzhg4/o8x5gkLIlBDC4BmITVM2KW5niVMjgQKrNeFbehwWMMPlO+/ZBAy8GRPJzbiTWoA8Wh7aShDA18xEPEbfCU40ld1d2sgvtggCSO4ChJD/WFNSBuLAU0jQdEBHzozJrXb0c7n92XFjhTRTGsZkj0G/tH4xrbe9EMw41uRqQklzCWodtdCSWmy9fiu2Xr8VFm34yBAfO98H3724pOsl/m37aveFrWdTxSasKl2F7w58h/yZ+ThYzztExuWMAwBQhkoU2tQ5kNoKtU/JPyKbp+iZULqOZtMIbHSORRXbAUjpBjxRimf6P+jfn2IUIjyOGllsNgRPSJSfIg9lm3t4ruQ7qWmFLuVPP5MeAN69uh+WPjgKbQHrzFGUK2kPiENfDRnzAQjac5EgkvLhs3nK331xgi992jL/55zkyLKtK7YnipfiS39CJ76tPtkYtVDKgppgkurtipt1w/A87zb1DtMTDUJjx/Tt0/3fN1+3WVbm4ZUPY+isoXh106uyfaFg7PATDOmLUGmXJy+69tONWLS7Agt3V6DG1oY5698cp41ppwHOEzqm3DeIEoRU4ycwZEFpCAikS3NeYexI2aIaC0/79jQOwaujXkW8Ph5UEH2klcdX4srfrsTO6p2we+wwdJgDjUU6SROLfZKa0IuLNFMa7MV3ovXoQ2gtmIqWQy/j+HHluHU5pPfkmE2gr3Mkfy8pU7G/HdqkdTBlz4SpU3D9GMaRA5bmF6tT10zFRfMuUiwX8h5zHJ9KmbRHzBI0EIlgXJngAoyQDIJ3pA1OfnG8vGQ5/rvmvxGdTxWoVv/gJ56I1TnqkGhQpwkYLRhOeMY7WnjPqJrU6OHw6e5P8fjqx7GrZpfqY6yucxS3O41rcejl0BkndYRCaBs8Xs00BpTlALSJm6BP+x2UqRg0S6PEVgRKXw2Q4dk6Sk+ZbyJFGgRGozHrO7z1h8BgMmqMoAgKJbYSXLrgUqwpXYOXN76MhYXyEE0tFTwBgRLEYrKBoBW8nwQZIlSJU2/I+2bDMbyx9JBftFgJ6a6b0XL0EbQcUZeYRNIU77vpY+XSTQPBOIXFrP+VF2laLi4K7nEVizz72DWjOo5C54TO6JbQDYMzBiPVGDyjblfcjZYjz4Ju7ietV9sAylAhcx4YCOGdXdU4HQBg6f4cDhruCmtQNXT4Gaacr1Dr4o2bpEjvpTqOD+83sfLnVU8JE/KeST3xwTkf4PHBj+OVTa8ElPx7rIhNWhP23LQHe27ag01TNmFcB96p49QcCHPkiQGrT8Az9P9hPiN1yqCv4Hy6gVqGqdof0JtR3+aLZqzDm7+HSRLh63e8fwRBwNW6DG8kJWCp2YRsUjmkLFrsrd2LZ9Y9gy/2qBfvPhkI92T/euRXTPp1Et7Z+g4IgoCe0kNP6VUtiIM5hcTh5R6F9zIQvhDmn4/8LNn+Z8mf/s/7mtaHrec0YgPfWLLg+Ecw5nwKyuQ1EOmtKPMI8hsMy2JEhxHIs/aAs+JSuKqCZ8w8M/VMSbIBAIqhxKS2GZRB6sTqkmpBTpIJZ3SMw/IwiY+UQJkPQ5e6LHzBGKBXkmDUoYyl/JwcwOBOSeidGYfJfWMfkh/uVVVaDmgTlR0z4qoem9ADSebgkkHF0yaheFr0Os9ifLzqqCRy4OtbBuOyAcqsRJ9xsHu6sF65SIFRp8amR9v+BqxuAPf3vx9O2inbvuwY/1zPPjhblZ60zW1DnbPO//3C9zbgUKUgg8RxHDYUCvuP1pwajrqTgdPGtNMAxxgAwoVWcYYUwgNtwkZoEzaC9cen82GedGsn5Fp64Ktz5oevWxx2yFKirDCRGXBoex4AQJe4Cfkz83Hcdhz1TmXxxyfXPImD9Qfx4sYX8cXeL6CN3wFj9rfQWAWR6UgyAAE884l1i0Qiyciosj6IJ4tkFm8wc5ZfBU9zPpwVl/qZXYSmWfF4vi3ZcBy/2e89Fy8C1cJGN8Da82lYe7wINgLKNAA4uCroU1ZAn/YH8mfm+41xraxct8yHz/d8DgAoawlepi3QmAQP31U9rsLUIbwBYlXpqjaFea46vgr5M/ORPzO48VRsjPSxBEOVV4seST0wJGMIkgzq9V8ajHMVt7+59U3FrDyUqQDmLtOgse5BTYt08LUfuxUJumToNKTfyOszalP6cli1Iv0/IrrQN1/vQIneR4L0IF5EbKJZWmKwvPuvuzHn0Bw8seYJ/FXyl6Q+8cKsraADwzyJ0EkxKGMJNFb1hs9vNx6TaKaJcVX3q8CQNdAlrYs4sy0AmXFTn7YYlIF/Nmm7oFFCUuomP6RGmEDdln8bbsu/zZ9ltrCpEFsqt6BKwWvpQwE+gbnbK9BYpawu0hsWzgUs442klHVMaGtBUC6AYMF6w2mD+e9JHT+5q3EdA8cBdOk1sjImjx3xjHQymT8zH6uO85pur29+Hfctvw99kvvg+wu+x/mdzoe9+E60HHkSWQa5LuSpimp7NXbX7MbQWUPxZznPlmXDPMcnCgSAVDTiC12AXAEh9FNnUbwTbJxL+p6Hw8erwoTbe/vsyR0zwXZ7Fw3ucuwymPFtfBw2GOVOhbairKUM8wrmqdJSOpWhpbSwaC3Qa/gEUOPmjsO5c89Fk0vO9AyEj2EcCLH2Zp/kPriv/30AgAcHPKhYflLn4AtyLcv3G30TR4dtTyygpMcbsnw7tgUAVESzRQ3xNRIEITOgdjDug8ZciE4awdkxKPFC/+cWugWfjP8ELw76DJ7GoaBt+ZL7MaXnFADwG9HUOhG5gMzVWorE8kfGYME9I6GllJe44qRkgeOIxlzAOwhPABy0VJaHMh8BwF/DovtH4oNr5dq7bdFMk81pFKDESvVF8gTCJWLvX5CfiW1Pj8PU83uic4oZm59SF2rdGmVmzm5PLUFtCz+WUSSBd67qhz3Pn4e+AQkH0qx8fy5my2sU2MqBz0GjXT6nDXzWYoHcuFwcaz4GN6M8LlOmoygxviqJQAqH93e8j9Fz5H2gWN/5h0M/hK1nxOwROPvHs9FafBdaCx8Exxjx+E/Ce9npCakDNtKEYf8knDam/YNwTrYyKyVeH5p5Zu31NKw9n8OS/QLTjKDsMGTOgyFzHpxeHTaCADg6Ho6SO7B3yy24bEZ4Sr44xTxBMv5wzxWVP/qNFGJWSjC4a8bBWXGJ/3u9sx7FNuWsZr4kBEcajuCcHOGe6JJW+1sj7hQ9jVIPWCiYu7wJS/dn/ULskaKzVerZ6PtNX9C2fDjLroOncahfQ8hVeUnQOijjcT501ssqaXQ1YuXxlfj+wPf4eN9rIAISKChB7JWojzDMspWtkHz3LRA8XPCFuc8YkmZSLxYbCThOB72GRK2jFvkz8zFts5AB0bfojwbN7uBGTR+0pMCGiiQkMxweG/wYvpjwBYZmqtfvcGh3KG4Xe0BJXRVMnd6DxroXmrhdIHWN0MTthIuVGogZRy4IkHyYZ4AmGm3vLGGBUcZjCIdQCw4uoH5DKm/U2F+3Hx/sCM7SfHDFg/7P++v2K7CIooeHCcwPH3rSZ8iYD2PWbL8upBqINdN8eG3Ua2hyN6HM8AF0iRth7fGi6vr8TdVI+wCx3gXryBayy2kidwrkz8zH53s+R7WjGj8d/skvFh0qs1U9sQmkxibzcHOeBADgQ3VIwZjr4oT3zt0wFBrLEf/3YB5V3zX5hHgTtDwTj2vpiYfr+T5usIM/h4fzoImST/zuXX4v7B47lhQvAQAMnTUUPZJ64I3Rb4Bx5IGj40ASf58J47yCebhusVSA30DL9YhOBgjaiS2Gu+U7dn4n36Z0fJtOzh/dQJHgNHawHIvy1LtxS4MNI+1y3dm2oltiNzw44EFc0f2KmNd9InFdr+uwYcoGPDf8ORAEgSp7Fart1Rj5w0jc+vutIY8NxVz1waKz4Lb82zD/4vm45YxbFMuESiiU6DkfzqoLEK+LreZdW9Fe+rWBiKV2ViDC+VyvaWDwZnUterg4oLYAeDEZ9214EO660XA3DEHn+M4AgHpXDfRpC6FLkbK/fivkf9cXRrwAADg7++yQ5+M4Au66sySaaT5oKBIkSagW0xeDseeCcZ6YJC2BBkN96u/+z+F+SyLI51BodISfm7CcXOPYUXqDYlmxrZLlOBAEgTvHdMHyR8cizWqQhU4qId3adueFjy1lNQQ/X4JR2BftWxJKYzdaHGs+hgt/vRD3Lb9Pcb8p9zO4yBKc//P5Edc9c99MbKrYhEvnX4qn1j6FBwc+6N+nJqTeB3PeRzB3ng6CsmNXaXDHSSRadv80nDam/YOw/Phyxe1qvIYAoE3Y6v/MsULHQ/s9+CxMnd6DtddUWHo8DUPmj+A4DrUtLvzf11uwdK/cch6oCWTI/AXWXlOxuOxzYVvGgrBt01gOwpA5DwDPxEo3pWNDhbIg4ugs3iKvITSShRdt7+Rf0OtE18q6BMaZq2Y8UKccNgnwrAeCcsOQ+WvYNitBH5D5keVY6NN/g7XXVBizv/Iz0rTxQvsoy0EYcz6BJm4HQDqhMcvDnO5bfh+mbZ6G5WULYen+CjRxO0IaL1gIhoFz5o6N6BoCWSMLjvK/XxyVBVdV6A7/o10fRXQutTgz24CxPdIUF/Q9kqLLtAgAwzsMx235t+H+/vdLtoufq9+LhQlQipG/N3f3U1gkqoTvdztuO47DDYdVGfR80NLKSSx8g+hXtwyGPn0RKEMFjFnfQZe4hT8ubh88tNRIYe35LKocFaAIArQtH/Zjt8NddxbPlGJMkvTbjEvZcxkOvvkiG6BdRrK8kenqhVej0dUoOy7ZkIwBaQMkgt7Tt03HT4d/irwNQYzP8omByuGSYGHo8AOsvabC0CG0dh5lliffeGLNE5JnKiqw0kmlu07wUuqS10Yc2k23dFPc7mbc/jDq4uZif7KWQGjBJyNgWqX1+NK5GzIWwNL9Bf+Ss5UVjNKkrhaehsFCXWTwCbMx5xOQujq4G4YgRZcNAKAyFuCdJL6NSd6xzMUFZ2ftrNkZdN/fDXG6ONk2HRtapPtEgVQ5LwkG8RM8+/ZhUdXxTUUVrIU3IE6bDrN5NGZXvoLxdgdWM21nFovROb4zbs2/NSSr6lSCmu6BAIEfJgnshs2Vm5E/Mx8/HFRmPOTEBden9IUjn5l6JkiCROeEziAJ5f42mHNlUudJqNZ/C0P6Ymyvi4zJGC3EDKdTAe3JfAtnEBwEEya22mGkjQA4gKXxs4mELnk1dImb/Q+Vzd0IXfJaaBM2SwxGFq0FFq3F/7u/PVaeYEsMguC8+sHBr7pFxHrSqKTt0S194Gnqp6psWxGYMO2G/Itjfo6xPQQjNh3oIFSAkgGS0Cr31f2yBTmGLqly3UQ154uFoXlIJyF6Q1zbReIwWdHPH+0ZQ2ncthXry9fLmIpiRJoNGeB11LdXb0dBYwEWHF0gIRlc2u1SxWManY3YX7cfq46vQoI+QTLH9umrA8CKQ3L2Znlj7B1RfxdEptZ8Gv9oUMZj8PstWCNYTwIIqgVNHq9+CGXzhwoRJA3SUIGC6hZ8tOoolh/0iuJra2HM+g7u+pGgmwaFZXPw5y0FoWkCRwdn0OmSefYT3dINe+75BfXOevxyVHmh6tNSojla4pVn7F34gSKgTYw7De6GoeBoC9y150JvkL8W43unY9n+4GFManHUJvcG6JLWAQA0okx3lElg65myv+b3m3kmHuMUhZsGgbHjHByqvxR903srergMlDS87P3t76NrQldc0Fmc9pkFZT4C1tkRTQ4P4r2enTiis+TYpcVL8eaYN2GhMuCuHwNdynI+JCsA68rWhW13tOjR+TgokkCCPkG2b0f1DtQ6av2GrkhQY6/ByI4jMTB9oH/b/IL5eGnjS3hl5CsYlzMOn+35zL+vg4UfvO848w58uPPDyC9EhOfXP4/NlZvxxug3cH4ndV4pi3skGjTyxcyRhiMY0WEEzu6RBv2888BYBO0+xp4DV+050A+Ig7t+OHRJG/z7PAwNQA/KeAy6lOWgDDwr0Zj9LTzs7f5ynCc6XTqGY2DK+x9IvZTtaHCfiSMNRzA0cyg2VUjZTFadFb2Te2NQxiC/6DQAGDTReTgp0zHQNrnGXc9Ma0A5ZSasGBzDt0Ebv9P7/66gCUgAhEw0kug5B1XNbjDOyI0fHCOd2HrqR0GfsirienwQM8PEED/7S4qWYFPFJtzT7x68uulVjM8djzfHvAkAGIDp+POAfPIlDmcnCA4elu83NBCFZJiPAgpadUqOe18fqUvcjFbmOgApIBMEtubvFjPeAqAllA1yX5zHa1ol6hPR4GrAgkvCO3raCo/HA4ZRZtu1FQ2tDcjUSQ3dWqoOTqdcT+VEg2YYOC3Z8h1nXAl421dv6ol0dwk2a4ciUDJavObLjDfg6KsXoMuTKjOtkRQ+pi9EHN2KcroPKEKDRroAjQmH0dP1PJyebiiO6qqUUdxUjJXHVyLdnK66Lz8pCMOGmblvJqZvn47JnSfjxbNeVJxbvLLpFTQ4G/DhrraNf8HgYpS1WdeXCTppDe4TE6anGicoAQFJEGgv014wA6tv+x+WViwhEtHUIBhe1orYQG7WDSNlgFWXCFftWCAgZO6PK/6QfA9mTBVDYzkC1pMIV+Vlivt1IuqUWANVHJ4baMzRpf4OfcqKsOeOBbZXSzVba1zho3SUQIZ4sMS/m4tmgsoj+KBELjLlKkulnNszDVPP74l+2QmK+90KYaU/3TkcV3y8QaF0ePTMsOJgpdxhlxkvJLPYLWJOPXGBKCGX6LqiYSwCXs20KIkUalDRWuFncPrAcYQ/CulA3QH0SlaX7dWHYOuQYCSbUXOkCTze2/6e/zNLW2DW8cz8O76VGoIB4L7ZO9pF5+/vgNPGtH8JKIKS6A4pgW4WtGD0aYv9WXL+rP4Qk3/9GCRuk9ZpqMAVS8fgTFpgG2njdoEyVEKXsBl00yBwjLpsL5Zur6HlyJPgaLkn3ZgjdOQayxGc99N5Ib0ZSkKlAC92XeE4CGvPp6U7GANYV7ogqK9QdaTZYgLxzYZi3DAsF64Qnodg4Fgdn0nUCyJMwgQfbvj9Gsw4ZwbGZMtFWON0CbAdmAZCW4sXriHx5tY3MC5nnMSYponbBWPHOWDsObh9Zg5+vJPPukZAHuZU56hDK1sBbdIqRUMaIIhftgd8WRwDM4b58MrGV/Du2e8q7vMwHry86WUMzxyOiZ14kf6FhQuRZEjCHcvu8JfbcxMf2ru+fD1cjAuPrnpUEj4J8CG3Ro0Rfb9pu65SnC4OyYZkfzZZNWgyLFHc/tbWt3BTn5sAAJxWyiB1lF+F4Tk90C8nHu7ac0G39IIucT1YdyoS9SmoJBzQWPf7DWkAH3pn1AgTGEJbH8ml+cFxHCiFLJi1lo9w2YJyLLp0EWYfnI3vDgihXza3DWvK1mBN2Rr8dvQ3/HoxP7nJseagU3wnFDWFN3qJQeorAAVjWopFj5/vGoGv1hVhY2Edmg2lCkdLwYexc3DVng1d0mp4Gs4KWZ6xd1bc3tHSERW2ddAlu+CsUF4ohIa0E7N0f1n5/K60mOrD1DvreXFbjvEb2QGgCsuhTz8KT9MAsE7BgEIZpYuHYy0HAeTCSkpZLIZMQQswmEh5INuu1lUCIAVMzTnQiDKQOdwMDIQBZ7hc2KuX9ut3/3U3tl6/FcuvWg5NkAQ3sUJzczNqa2vhcrVfBqzubHf8t6s84UtRUWTvSHvA4/Gg6CyBfcKQelCWFD5jqbd9FSNn4JDHjpo6DThvGJEPOg2JiX0y0OKikZtsijjEbRo9BYasb2AkP0WzZyoqPDtgyPwF7oYhgCO2obCHGw7j7W1vY2D6wJgZ03pmWMMXijFYjpVoWF698GrFcu1lSAuFBlcDSM4AlnCif9LYE3JO3yMXKdO3vXAys4VuN7hwUG9F3xaBvXNXkxMbvaF3eu88JlGfAncNP8+KRXN1iZvhqrxMYjjzoVt65O/IiTKkKWFZyRIAb0R8XMgs16LP328qgVkXelzjOIXVVRDdVpLkwzqDYXjnZKw6XIOOCcJccVBeEopeuwB3f78dJEEgwaR+fnv7qM54ZK40NHbJA8Gzt4qNbGIosu9UPIwc0759braCc4kQJYm6aqFPDzohqvov6nKRP5KoxaM+WQDd3B+uurMAVu83tmYlGFFYK19rO9wMjLq/jxRGrHDamPYvQThDGgDQLbwV35A5F9oEwepMmUpQ3Awg82nZMSykCxvWk+Q/BoQbnCjDnbPyQhgyeNYYAQIzzp2Be/66x79fn/ErnKU3SeojNI3QBIRCVbRKWSxqoY3fhr0t8jBA0lDpDzW1HTgzqrpdtWNkzA9PkyAe+uz8fdhX1owuOWcAKjX4LT2eAaGQJZEMyAA41Ho3zj8jDR2tHfHb4RVYUDzLv29//X5FY5qLdfIZTgkGJJEHAPIQLS+Dj2NM2FwqGEvqOLle3NgfxwIADCFIc8EMXbHAgHRe986XNTQQZ6YG/12XFi/FL0d+wS9HfsHEThNxtPEonljzRNDyYiPSgXpplrmJP4fOmBkJghn/QoEllb1N4jaP7q3BShHJ0tL1LRRwudBov/IbXVzVE+BuGAotqQfgAOPMgFZEHGXsuTBoDEjUJ6PBVScx9irh8z2fw5mwCaRrKFhRSKjY+0y3doHGfBSMKxXQ82F+/1n2n5BJKwoahZDnspayiA1pACTtCcTA3EQMzE3ElM82YnOtukQQBNUKjeUAXDUT4KkPLYRNKDB3s63ZOG477l9pGDJ/gadxiKpz++sNkcAEECbYag1pHEeqSgs/IW8CuiZ0RcHOAomhuRjfQZcEkPoaOEoEpwxHW0DoGv3fc8x8SDbDSQ1M2jiB0RvKkeIouxrGjnMAABpSDwYAlbzavz+FZlBc1woatMyQxl8nJ0ke4jOgxxrNzc0oKyuDxWJBSkoKtFptu+gd0Q0KjD5o0CmxU8zPFSlcLhf0TUL7Wg0ZMMdJ3zG3sRmcx4mhpno0NTUhISFBsv/jGwaiLaCMxSA1dvTINOBgQwZoWy+wrtiPU5nmTEzuPBl58Xkxq7NDgvJCMRYIZhu6qsdVOL/T+ZLx5FTB9b2uxx87CZQ01iH5zOhkB/7uOJnGtLPsRoy112K3W2BF9/EwsB14DYDABrO5m6FN2OyVkhGct6N/GA2bx4Z5F89DblwuIoUSC+qfCMWs6CHMkmJD76erC/Hw+NCOAqV331F2Dcyd/qe2iX68c1VffLvxGK4YKJUfIQgCH10v7btn3z4M1362MWR9GorAWV2Tsa6ATzJ04/Bc9MqUEzCUMKZHKn7ZUQa9hlS8ia1uBmlWPaptDhhzPvNGSknD8rXxW1SdK1o8ve5pvD769ZBl+FDNaSHLBIPPkAYok06UMoACgCZuByjLHrQefRwsxxvH81LMisa0+2Zvx+c3DZZt/6fjtDHtNPzQJmyGp2mgxJAWDsNTLkZ9ZRn06Ut5Voutj3+fteezkrI+QxoAXJz1AEZ1lHoUlBZrallYqkC6oSOk4U+sJx6Mg/cG+P6PxseoFELF2KULljlbj+OFznJdAZa2SrLl+aBkSFNCqrYnLu/Oi7VuLpUKZM46MAtXdr8SyYZkyWLN5m6AMftbAMDr3vFhU+UmsBzrN3Cwrgy460aCdYcXDlaD/+2MfDBWC1+by1uVEwCEYgN0iu+EzvGdkWpKBc3S+KP4D8VyO6p3YFHhojYlNIgELCdkLWzrQvv54c/7Pw/OzpYY0wDAQRzznw8A9Gm/Q5/2O2rs/bG9YRUM6TzjjWP0ICgXKEMF7B47rDor6mwMWE98SC/z/IL5YMzFIHWdJcYrSiTmTrf0AKmvBqWv8W8Ll/01zSgktPiz5M+QZYMhGDOt0dmI2QdnQ0fpQBJnqNbL0FgOgzJUgjLwIWehDGqUgv7hcZucqRc5pF76QHZrpEQK1pENyhQ+ycQFnS7AOTnn4M6+dyrX400O4APjzAYpMqb5xP0bWOWwUgDQkcE92bokIdQrWZeNckDClB3mdILjgFaR5uHEllZcddEf6JaaIgtxaC/U1tbCYrEgKyurXUXD+2T0wYE6qcFfwyXAYIh9xspIwQEwaERMM4sBZEC7CI0ThEaHBI5BdXU14uPjQ96vKUNzMGuT+lApPjyMwZDLO2H7UR0cpe1jhMlPzUd+amx12NrjqQlXp1lrhlmrLtogFDLN0d/n2/Nvl4SX+3BBpwvw3YEpMKQDuxtycRVie7/bAn/Cl3bO5xkq3K+tCMa+8zk3RtmNGOhuwqMegb3zp1ELa9YTYGkrCILP7NngqoEh8xewtAUE8ZS/LM3SUWXjZmnljNihIGjdnRqMQh9WXrVSddn2+qmVWFvRGNIAINmix4Pj1LF8qQBNu6GdkrCpSBrxQBAEvrt1KDiOZ8VFgov6dkC8UYveHeLAKthddx1vxKQzM7Hk0A6/XEQg9Jm/RHTOQLC0CWSIpE+Lixaj2d2M6WdPhz79N7BOZccOqasCKCf0Kco66Wowfdt0DEgbgF7JvVDSXILb/rhNUWPVB4KkeYKM994Fu/1Kch7/BpxOQHAafmjMBdAFZFsLhw2183FI8xx0SRtg7joNpF6drtjG2vkgCAL/OfM//m2eBi/7gmqFb/rBsfqg4teRgjJUotS1U7LNUfJ/YJ1ZaDnyJOzF/AIwWsq+p7mP5DvrlutIFTbLNdOUDGlq4aodizhK6HDzkwZJ9je6GnH2j2fjpY0vSbYHE/FedVwwCuqS1kKXvBa6ZKmhMI0cANvBl2A7+FLg4ScMg9Kl17mzeicAwKpVpmGL4/4BoLCpEFMWTUH+zHxcu+haFDYVYlPFJlz464VBQ1QeXvkw5hyag711e9t+ASpw2x+3oe83fdsuRg9IQkVv7HMjJuZJGXSTO96LdHM6dt+4W7J90bGfUOE46v/uM0wMzDPDyThRYivmjSGsMSS1u7i5GACgT18k2U6LQvYM6Ysjfhd6J/cOXygMtHG7FLfXO+vx4a4P8d7290AQUvHVYOAYAzhaeAYN6WE0nLjwQ7C7IXIvnz9k3YuWQ9KMoDZPZBl8A7ODBsPbW9/G2rK1eHz145h1QGDIDsWXsB2YBlelVPSWIKWe0OOtvKGaCqJpBggLoMDFBAdIQoaVFq4LLWawHAcXISzAllrM0BA6uFkpu7JrQtegbWgLPB4PXC5XWMNQLEASJPqk9EFefB50JG+oYnFqigSHMgRoDCYwDBNWW+72Ucph08FA284AbesLk8YMB1sP0ngMhLYuojrUoNZRizWla2TZ+9qC9n52lDCvYB6u/O1Kv2NM6R37/fLf/QkFxH+vjxIYF1f3UA4PVYNgQtzirPXVzui0pyLFSSSCKULcnhYXjZK62AmmB06LAx+/bQYnfrBa0KoV2CpObxnxuG6gjKBtvcAEzOt/vfhXLLtimV93Vi18xomfvDIkamB38/1Iq0uuIcY4Tx6r0RfhETFUPoj5HYPrUvvAZ/OMrhltQeDz9O2tylnsCYKI2JDmO25sjzSkWQ3BNdM4gHUnwVlxKZwVcoF+d+25EZ9XDDWs57VlazFt8zToktbB0OFntBbdjW6G8/H2GEESwdzlXZjzPpLobEcKJ+PEVQuvwv3L78ekXyehorUChxpC18cxZrgZFntKm3Dq9X4nF6eNaafhh6dxMPRpS/3f3XXBvfSsR27BJkga+lR17JBKJ2/5v7PvnfA08uGQpLEUlOkIrN1f8mvkcO5UOI7fipbD8hDTVGN4If5A2BghRJRjtWDdfB28Vlvb4rydZddJvjN2uRHQzsSQaQf4tSd80JDK1zD38Fxsq9qGd7a9AzfjRrIhDbYDr6Kl4FGwLkGYX8zs0sbzE39SF+gdIgFOC3BaPDn0yVhdimpMHzsdW6u2Srb5KMvBJmK+pBQ+1NprsadWHsIVigmllCk0WnSJD64z0R54cq30d+qeKPUW9szkw3YIggBZJRi45xd/j1yz1EgMADnWTtBTQpjcxzd3hUGr4v3hpGUYLnxoxu35twfdt7J0JWodtZi5b2b4cwcBpeNDYy/rLxX692UR5cCBJAhQemXWoxgE5ZT0jbRNJpsOQlsLn7OAbg3vKGBaeoYpoaD/EWD4E2uOAYCHdSoeFwxqjWklthK8uulVLClagtc28+E9ze5mlGEBdKm/yzKnUkapDp2b5Y1rCaTUkJVqFNixPgFyNx362alzKzP8OA5ooaT9xI1/TcK5c4WJ8pcTvvRr8cUaPoOQVhvcYBhrmLVmmDS8kZclThFjmmhBw6bnA4aEoEUJ77hG06GZK77pvVWvLuhCl7oE+vT5qHXUoNi1Eua8j2TOo1hge9V23P3X3Xhn6zsxq/NkhPTVO+txsP4gKlr4eVTgOAIA++rkDkNAOn66mdCyAKEwpecUaAgN+qf1l2wXZ+E9IyG0VuXJwolJQMDjjOd+x+g3V+BIVfTO2kjwm5XFKylJKNML7+gFdg+cFZeh9ehD/m2pxkw4Sm+Cs+JqiUE43ZyODHNGyGzNwVA8bRIG5amTYQCAMm/Wwdu/2Spjp4m1Yf8uUPtYceDClj1Z+n9i+9hrl+VDp4m9eYJhGW/0jdJd4HgjG6cB3dITj426RFbCXT8y7DkeHfQozurA9z/ixGUAZJJFwZCfIrBqCcqB7y59Feflnafq2Eix4ngEGoFe7bzJM9aiwR59H/5PxGlj2mn4QRqki0XKVOz/vOtGqUe1tUBuRPE09o/YUq4ltdB6s63pU1ZA680kqE3wZrkh3CANZSAVRMpfHBo6dXY4sEE8UIFDCcdx/tARulVZa8ZVPRFqXqfeCZFpH8UKM86ZgZuX3oyv9n6FlcdXYlHJHFh7PQlL17dA6oVJ7rTN0zB92/SQA2otswvmrq/B0PFbXNvzWjw59EkMz1TvFWwrBmfKmTpLi5eCZumgyScCUeeMPftALcZmj8W8S+aFLffe2e9hzdVrcE7OOW0+p4N2oNZRi1+O/IKv9n6F93e8L9n/5tY3UdlaiTFzxoBNl2Zumlsi12cwaeIk4T65qV4mqcJzs7dWYPLx74kAiqDgqg49SVAK6RHjwl8vxFtb3wpZJhQ4woMLRxbg2YukBpxkIx+SaNVag1LalXD5UN4wybqT4SibItmnS14FS9e3oE//TXV9xuxv0SszDt/fNhT7X5yAz26UsjIJjVwnLzBLaGDovpt1QpugnoUsZtuFQm5crixrbkFDAUoxD/qUFTB0mCOtN4CZl2nimUUcpIYysUaTLwFBmlUaEhj46DmZVux3fStr4+QZa/HakuDs0ocHPozBGe2v+XGimUW8/iFA4MQZ8UKBE2frI6jQloZ2ulfahC3QJW2AzW2DjrCAdSerTpoUCeL0ceid3Bud4mOnVRcFOUM1go3+5+Weh0/GfeJPZvPIoEfw1pi3sP5aIby6zqE8toqZnnMOzVEsowYZ5gzsuHEHZk6ciR037MDVPa5GuikdY7LGINV5A5xVF/j7kfaGOCtkKJwoA4XNJTc2rzpco1AycoS7gmaMhqc5H3vdfQFLOnDZ59jc+1l4Gof4ndYAr8tEGo+BNEjn9DcuuRFX/nal31D7b4QaNrTSsxQyAYGo+N6yZry97HDwwlB+lp2Vk8O2q+0QLkITpHOLpMsLvCcMy+Di+Rfj8gWXIz1Oj0v7d8TVg3hpH23ieqT2eRU29hhIXS0s3V7DBwVS/e6Prx+AnmeEzxb91ta3MDhjMC7odAGON0cn2fHc+uf8n005X2HknCFYU7omqrqixQ+TfpBtE0udKCX88OFUSchyInFaM+00/NCn/iX5Lg7ZVEpgECi67zOKqcFTfZS9/s6yq+GiHNBY94LQ1oHQtMCc9xG4gGwy267fhvLGtlHY7SX/Udwe2A+sLRCMTZ6mQbJ4ek9jfz5lMgC6pSs0FrkOEgAMyUtCgi5yfYdIwIp/J9YIkLwH7t7l9/o3P7LqkZB1fLH3C3yx9wtomQx4qEqwbqnHj4EbpLYJrCcBAHBtz2txbc9rJcLdscbCSxdi1fFVSDWlBo3r97CekMwyJ+3E6Dmj4Ygio2ossfL4SlXlrLrYZQ66tOulOPtHXlfPQCnrJdEsjXqnuqych5o34WijYEBNMiShqKkIF827CIBUuP3aRdf6PxuzZkmSfGgoDdx150CfpqxTpwZqDaihsKruc3y8x+HNlMQj2ZCM10a9Bi2pxY8rCYBSFmcNBKXjF5Okrg4ay37QNiGzK0G1eP/nn0GN+ai8AgW8c1Vfv9Du+N6BjFylKaZ0G+tOBqkTFrlOplXCQg4H1p0qY6gq4aEBDyHJmIQbl9wIAAp9QiB7UdrOnXUrcSV6o4GRaqaV2EpER/DHOFEJc9dpcNeOhadxmKwtSbosFNPTpRubeG08U0Cijps7vYlGah3mFczzM9/+aSAJEhxjgSaE5twJBUGhgO0AFgS6hlklEYhMy1RtWU/9aIDwIF6fgK6GCVh9NLZZPH0YljkMcy6M3oCkhPbQ3wpns8yyZiHLKoiJD+8gd6JlW+UZ6QBgRMcR+GHSD7hm0TW4uOvFbWonwBuyNIQGTw97Gk8NfQoEQaBR+ycM6RWodZ4DQM6o/jeipiU2/Vmw0Djf5iTPZBwra+S/GOKAM6/EsdZiAFKmYq2zAua8j8DSZgCCtubhhsNo9bQGzdbcXiiojk20iKvyEugz5rWpjh8v/FF1WULyOUQCggh14ZR+Z0OGeudftIi1c4AK6MxqHbU41szrvrZ6WvHu1f0AAK9elo9+306FkwWOYS5AyhO2AcDEMzLx2LbNqs59a/6tAICtlVtx9193+9ccHEeBIMInAwyEh/VE/F78eOGPWFO2Bj2TekoS/U3Mm4ilxeHnfglKTHHSDXibv6EwOCGh0e5BovkUmWecIJxmpp1GUEzJE8RBSYVHxV07zi/aHym0hLCgd1ZdAMaRDXfdSFh7PgdLt2kwZCyEIfMngKPAeuLAutLgqh0LAPhk/CfQUTroKB08TdFl32RpM8CpsyU32oVOjHXKwwidFVeDdfNC6BwXWuuntFUdzVcNXNXjFc4hgHZkgnFkycqohYHhvWSkrh49ugqJDZKp3mgtuheuissl5fVcbBIVKCE3Lhc39rnRn0jgzBT5764hNJLQw0Bsr95+0g1pkeDJNU9i8q+TY+KRMmiE9210llwQ//pe1yPdlI5fLlInsEoRWmyv3u7/7mJc+GLPF/7vNfYarC1bq+ihIvWV/s8064E2aTXolu7wNOfDUXotnFXBk0W0J74/8L3ke42jBk+seQIvbngRBEGoYmdxjAGpRiFc1Jg1W7KftneBu34YaJsvdDN8mCtLW0NmrOKzogVsC2B8tR6VGtCb3HUgVBoHAYAg1b03i4oW+fUL5W2i4Dh+CwCAMh8CZT4MMiDBjJ7inQ0cgk84fSy19eXrQWoboU1QzrBl1STLN8bzjLQUCOfN8XiQpu+EeQXzAABzD82VH/cPgJt1gaBaThnNNA6AHXp0J8tAVuwEnKEz0KpBpAQ2d91YuGvHI8mQBIbzAKQTIGK/mHfQDlS0VMRUKuDqIdHNvdqClcdXYuqaqZh7WP6OrLl6DdZesxZDM5W1jgCgT0ofbLt+Gx4a+FDQMtHAxxAjQMr6vvbEqSpkL8bu48oZviOFTDMtwICjxX6km7bDRAmLbJaV3xeK0IJ1J4HzSDWFp589HZ+M+wSpJmEeeVPvmwIPjzmO1rTdGQegzYY0ALhk/iUh93+5VlkYP5bEXV4zLbLn+e2tb6PvN33x7rbIM9D7IGZqx4K1HairlmpKxbIrlmHZFcskURUUSWD2pNmYcc4MdMJNYN0pcNePwPW9rpfVeWlXuY5aIB4Y8ID/86CMQdg4ZSNYb1IOOsr1qq8utbgt/zZ8s/8bfLDjA5lO5/0D7sfXE78OW0e9Q+485Rh1WZzNKmUW/kk4bUw7jaDoHjcE9mO3oTszFZSSFhenhb34HrQcDc10UoKkq2aMIDQ2UGYpG0FjLgJlKkJrwZOwF98Ld81E2A68hhEdRgAASltKoI2XCqaHA+kNcXEGhF9J2yYdSCT9OimPE7f2mgrKzFOnQ4WIcBzQQjeqb2wYuOt5TTux59GgEYxJnvqzYD/2H3BsdFpwNt1a/+dy7de44zc+3G9fqQesM8tvQPRhaML14NjYd6KTO8sp5rtr5b87wzESr3kgxJkjT2X45jGV9koUNxejlW77ZG/2QcGo88exP/Dm6Dcl+y/vdjm0lBbdEqUaXq1HH0YfrZzB2cXaD+NzBGPupF8nYXMl77Wzaq04Z+45uOvPu/DjIbmn1dBRMFp5WBqG9MXQWA7DWX4laFtfMHZpqMPYrLHqL7QNSDJIGZi+cKVmdzNIQt1EgqCcGJ4t1TijLAcBwo1L+3cEqa0HZSoCqeMTADDO8AtiZ+m1IfcTpDy0h9RJF+3apHWS7wZKnlU4FCiTOkHvZceW4Z1tyrpQ7ppx3sa5YMr5CqacL2Vl4rW8AayUXhn0HM1u3uhi0noNbwx/LYHT/wa3ssZd8bRJWHKXYFAu0WrxxsEr/N+rHaGzUZ0MrapYwMdaPmU00wKhQj8x1tDEb4U2YSOaXU045FwAa4/noU9fGP7ACLG2bC3O+/k8PLIy8rlSINKsesn/JxIFjQVYVLgIu2vk42+CIQHx+nhoyNBzAHEynFgjy/EMWg6+im5x/drtHNHgZJrafAyScBqT4RDuGljNR7Dn/oiBlmVAay3w5ws4s/BTWbkMUxZajz4Oe/G9ku3DModhRMcRkpD+JUVL2tTmvxvEDGwlvLhwPx77Sf7uqQ3zVIOg4vwh8PW+r8FyLL7cKx/T1UINMy2wZTX2GlS1VsHDyB0ggfURIJBoSESiQZ4YLsOcga6JXUHBArBGuKouwn+H/FdW7tnhz4Zs38yJMzE+V0pyIAkSPrO7Jk5ZTzIcxueOh0Ubes42Oms07u57N+ZfMh8PDHgARU284dXDeLDq6lW4vtf1eGjgQ0gzpcm03JSgo3S4sfeN0o2sujGnPfTuTnX8+674H4xYZx8jADD2rjBxoevl3KmwHXzRS9tWB7Hnw9DhZ5DaRlAGeSZQbfxWgKDh45ZqRXHaTibyRUFv/fVgXSmgzMqhmHzbpN8lHrggC2pKz+s8cN7QRyVsPdaARG3wbC7uhsFI1Klnd/kYGelxAusoXhfvZ6poSSPA6UCQyiwPZ+WFEWUuWl/PG0GKbHtgzP4S+jSpfkB6nElxYd9WqJ18e1gPjjQcCbq/vCW8gPyJwKODHlVV7r+D/4uvJnyFIRmx19nzZWPz4dXNr6KytRL/9/v/Sbaz7lRs3C3Vn7EdeAUDksbJvIcVrfw7YPMIgscvb3pZdm5KX+OfdFEEBU9jf28SEhKUqeD/2Tvv8CiqLoy/s72l9x4SCAkhBELvvffei4ogFiygYgVRkU/siihWRKWI0gSkV+k9dEgIgZDeN9t35/tjsmV2ZluyCUH29zw87M7cKbuZnbn33HPeF9JGX9LaH7h3wKXPVlNKVCVQaM2l48ESKlgs48vAIQjwvK44tZ88JV1UXxL1M6Z2Bz4d3xI86S1wRflUgA0AqXfcOZHEMgckNAhmgN961l9k5aLqL3TNsawmjqLWCIN3QhK7HPaGZUVq6jcqJ+/ZbGMUL/cX+UOgbQw9S7YwABTZMCAAAIOdwE2ELMLmOuDBOJ25A6ObZ31rpr3++usgCAI//sgcaJEkiR5jnoSwUXtcuuzc78sZnM2sEAbvgChsEwpV7ssYY4MDDoRcIfjchqFX5whb31+HsA54uc3LDDfoR52Gfk+IXbANCW/uQOyCbY4b15AAPRdxGi24Bi4MVcXAkU/QLPs3Rjs9qacyQDn08tOFRxdiweEFtOxNRxMbRpz5vXPrUmQQbGZDdcv+685p4V24W+bSfp35Lq01WY0VI2wT386is8hitHUOc9fQpYR6/dELfTb0YS1bFPLok+eFykK0+bUN2vzahiEN0nN9Twz4cwAyyZ9B8IvglbSAVbbmvePM/qwl0/+ZjpcOvMRYzuFTE4AESzKGM+y+sxu77uzC6oFMDVgj73d+H3NazkGcD9Vf/6r3V3i387uY03IO/EX+eLXdq3i8+eOm6p0wKdUHbBFkzpY7NP4QAKB9aHsEiAPwy5Vf6AdxoZrhUcMTTPsPwaZrVhs4rlwdpACK23PNbx0MEp3te5A6b3glvglJ3GeMdeFS10sY83XnwBEWge/tvEW9ZczAoAmGQUMvHyINPOiUsQAAvTIaBo0/tBXs+mHZhcwHeuW1xai8+gE0hQNQqqE/IKO9om2el8CfKv9r38icUSPhS80aZ/xCqtPCwuutP4Qo9G+Tc9HguME2j2PJrdJbIHiV4MluMARk62r+9XAOs8yRrVSRBInn9j1ncz9vH7U/q+QOlnRZgtNTTttt8+2FbwEAA2PN5YzNvLtCr4iB/NbLpmVN/ZuiTWgbRsaUO8iqyKK9v1h4EQqdAqfyzCVzVFk1Xa1IlTccssS38fr5/iZ9tJrw6ZlPkbIqBZeKL4Dve47SWyQ58I76s8b7dAeFykLINVQJoL/IH0u7LsWiTovA4YBRkmiLeyyzy8ZsDZP2Y/X/xqyq2vDhqFbMhQ46bTqDa506bZl7Arpc8V3AIELl1aWovMo0tsiSO5659RX6AgAKFAXQ8G/RyoYtYdMGG1pJdaIVeuZ98fik4/h34r/YPGKzw3N4GOEQXJB6Gbhk7a85V1i0aBGaN2+Ol156Cffu0YOkv36/AgePncE7855C8+RmtT6WqzpienkitBXNIeVLkSQegcpr70GdV/P7mi16x/TG6Smn8X2/792+b3fi6NtrHtgc05KnoXNEw3TLzBF/CFnCImRUulaxUGOcvNyMsYH6Nh2xhU5vwBsb07H5vG2NWQa2NNOq/59Z6oPNObkIUgSh76cH6SstyFXchVfTRZDG/4+2/J/b/2Bb5jaaFEeHMKYWJhvOaL3WeTDNDc/IU5PZJQscYe++V6WhxoUzuzRC5pJBmNLB9pgCoP7MDnvyVrpfH3b7EOnT07Gk6xJnTtfGcc1HXXmIXQ7njUHsAUtLPbHlk9IQ6i3CjzPoE4CWE2i2yrJ9vMtpIvvW/HnTdv+0dzTlBm5ZpuxOomRRSA6wrQM5eftk2vtAcSBGNB5By/S0xHi+7ULbYV7reXij/RvwE/khfXo6vu//PcNICgCIOpBA+K/gCab9h3g69Wm37atPdD+TfbCzab+kzgeq3JHQVjSH4g5VGkbq2cXOLe9l2vJU9jYAwKH/eC1PRcqXQZU/yKlzMxKoGwS9MhKqPNsCuI4+raWQt7YsDfLr78GgjAEAGDT+0JR0ga68Jeu2eoJlQE4KABDg+dAd9xr5NKLV31sjUKcBYHbQDCoqyEiqQ2i6cKennEb69HSkT09HoIheotnabwAkyt4YEWX/GjqVfwp6VSSU98dCU9yDti5CnMgwK3AHSf7MB2h2BTNgwefw7X5f9cHQ+KEQcoXoEdXDZhtj5taOLHMJw5WKw+BK7oDUmgO1X537Ci/uf9GmBlVNGRI3hCYSPTNlJl5r9xqUWiWWdVsGjooq9TRf5xZZpKGbTQKqzpoV2GPugdkW7wwIUT1Z633WhiEbh6Djmo749cqvKFAWYMHhBVh8bDG2p+c5rcUTITMH+Q1aL1ReXYoYKSV8L9YnQlfVCDp5UwDMcsya0K9ZDGMZh19Ge2+tbVmosp35ZU20vwQCv6OOGzqBuqgXQGggjvwZ4qifGOsN1RnIQoJZimHkTD51nzRmmvK9rgIA7hRbOZgSzAmdf2RUaSiHZVAr5UvhLfC2q7v4MKMxqKo10+p3dlkgEGDVqlWoqqrCE088YVp+48Z1fPXhe2jfqjlenjMN4Dunx+JOVLljocqZghBJKDgEt/p5+XDIATwIzhecx3cXv8Ohe4ce9KmwYoAKBFdluo/UFw08MY3Blgv38duJbDy/9rzT21h/RutbqIIwoITDgYEwBy2UWuf/Ds+nPY+X27wMH6GPadnYhLGY3WK2na0onMn4tHSI3PMSu8h8TdAatFh0dBFEUatqva93j7/rdNs5PeJNr52J0Qp4HHA4BN4Z1txuO62BdOxOa2UItzVjK14++DK2ZdY88zEt2vzMn9iOCvh9Ms48Njzxem882Y1eJbF+yHqsGbyGlik7uEUYjr/eG61j6H2IAHEAlnVfhmXdl0HCoxvBfdbzM7yQ9gKWdn8Hu58fjlBJKKuRCptWs5E3O7yJ1QNX4/OenzPW2cqeN2Kp4fZWh7dY2yQHJoPP5dtcHyK1NqayT4ugFpjebDo6hXfCjOYzMCFxgt32JEmANNgYzwMQ86nn5ttDaj8p9jDiCab9hwiTuVa6Y4892WZ3PUP1szFQPQakXgjlPdt6Y9qy9lDlTIFBHYHKq0uhvMcUcQSAX45nmV7rKm27QPIkWai8vgjiQkqw1niP//X4HXy6/zhEIY6tik2fQxOAk9ekUGQ9C31VU9sNGWWeZmICJNCrzYEoa400rjgbotAtEAQcpC33qhZkrNSV0pbLb7xpcVzzzzF9ejq2jNiCfrH9ECph3ohJvQD8CvZAoip3DCqvL4RBFQeQPMhvzcffI/+mDRJjvBtDr6JuvjxlKj7fZkB+Vl+s3hXFqPm3ZMmJJRD4H4auMgn6KrrzWYg0BFUZr0BbWbubaYgkBJOTzLMsr7d/ndHGOrPKSJC47kwQLHks+TF0juiMua3msq5nc+yckzoHAGzOFAGAJPYr0+sz+WewJ3sP8hXM8ufaUKwsxpIu5hnE7pHdsejYIkzYNoFy8Kl2nOR7pyNr6WDsesG5jud7nZkp8LS0fxY9vV5RFtcaYYCYjKM5gT4o/nfqfyYBVqNGF0E41pwh9SJEeVkGt7gADCYxXC7BB6nzAqmXVO+z9jN9bANb0qrkXlNKFwXnEs6XmxEEYNDaDm65grYsDQRHDZ7XNfBk1xnrffjU71dNljLWGdl4i3KCvlJMLwu0NIoBgDwVs+RbWz3qEHMEEBvqX6PrQaInqRL8B6GZlpaWhtdeew27du3CypUrodfrMeuJx0CSJN7+9DtwQpoBPGYQ00dMXaf+LjqDORvc4IjvgCvJhEKrxHXlNkgbL4EgyHmXW2fZn70f7X5rh1m72B3EGxq2vr/T+afxxbkvsDd7r40WD5ZQ5dOQZ8xDrLR+Su5czYSs67y0wS2cGwMU1cDh01GA5YuAMnSPiUSB1FyayWPJBgsVR6Py2nuoukXv101KmoRpydNobu2/XPkF31781uG5OaOHa3kujYNdy871SloAr6QFrOt+v/q73YwlV9iSscWpdllLB+PVAWZt1md7UlI8g1uEoU0M+7P66wOUc7ijDL0v9t6EXE09KzY81RHX3mWWdC8aTM+Gf/3I6/gn6x8sOMz+HTkDQRA4+XpvfD05DdM6Un2oxFDztWApZ2MkKSAJzQObm/RT7cHn8DEgdgAGxA5gaID3ju6NJ1KeQLOAZoj3C8fusbuxfRRzbPlZz89s7j9QHIiWwS1ZJ+MIbiXLFmYsy06tdYsBYFKiecw9ruk4PJb8GKONtQ6yI/Zm78WqK6vsSuO83+V9LGi3AJXXFkN+7QPATjBtz7zuWPV4O0zvFOvSefxXePQsF/7DLD3BLJsx8mG3D7H99nY08UnCd5dWOLU/4+y9MSXWT9cHtzOddxQBAIPOh3X5pRyzc5c48lcHOxFBreEBoG7wegOJNzddAkd0D9JGzp+LZUaZK1jO+kT7S5Bbmgpu0G5qHY/ulMQVUdkS1oLdldUPp13ppRBbTHgQPLmp1EtX0QqpzYpRrsvF8dzjphT31OAU5GXR9b4IrgYktwQA3eWP6vAQgEFs6rmR2kDEeNOzV7gEF4rbVIAywlcMucaodUbgkx6f4Nj9Y5i1m73jL/A/BoH/MZA6CYAhpuXG64XvpLaUNT/1/wlXiq8gKSAJbUPbmtwVKzQVCAc9oOgl8EKlhv6A0ug1WHrS9m/AGU5NPgUhV4gWv9iegXo69WnMaTkHWoMWaavTnN63zqDDc62eA59DDRCHxg1FRnkGekX1wooL30JPakHwy0y/t2nNKPfSZv7unek5lnsMx3KPYU7qHAyIHYDhm81Zmk/uehJGSSVdFTULmGDRodFWNrP59+0b0xfDGw9HmaoMXdd1RbxPPF5q8xK8hd6I943HmnPHcVO1i7bNvru7zW/q0YXNGYwzfRKeBMumtMbLZxxsAMqA4L7cnPXF4ZfBK+l1+Pl/DSAWBtF18MUXAXChq2jF6v7L5/BdskH/4twXjGUGDT1FXxy+gfY+VOzcjTNAKsCyMakY960CwqB9Tp+TLSSxK1CV8bLN9VKel8OBujFTtWdUT/x7/1/GLLkRtd52uQYAKF3SMTBTV5VaJEm6lMnhKnodHyqNAQT4UGhc07YU87m1LlF76623sGXLFsyfPx/nz5/H6VOnMO+t9xAZnwhCwD4YivaXQKcnoddp4EwOp6unKI78BRxeFXKr+kJHKsDhV4Dguj/YqCf1UOqUUOtdD2LUJ47+xgl+CRjVZBRaBbOUljcA+GQASA0PAq7tQZ87OZZBXZUX75XZbVdfmWtCLvs97blejfHlPrNOMIvJpkPc5VjKITi0igkjP136CTqDDuMTx5sCamwVCGwUKgoh9WHXbH5vRHO8tfkSvpxE76uF+YiQW177LF17k6P1Rfu4AFx4ux+8xdT3+sK689h8vvYawQQBiPjMQGX/FnRn8zifOGSWZyLRP5HR1hWCvUUYlGIOCCeGeiEt2heBMvZscaOu2bJuyzCgkX0dxxJVCbqvoyaGT0w6QQvApa1Og9agxZSkKZiRPANDNw2FUqfEuannaIYqlkZersDh2w+mNfFrgpulNxHlFYVWwa3w26DfaGWbT6Q8QWu/7y6zL+bI+MWa03mUHM2pvFOYlMSeIDMsnpI8WOT3KgjCAE1pB1NALXPJIMS9bg44RviKEeH74H8LDwpPMO0/xO0KdttkAHjl0CsAgPuVuU7vz1zmWfNzshTk11UmARwVdBUtnd/ewIc0fhn0mkDg7mPQG0gcr3YnIrU+IEkOCMKAdqHtcDLvJLpGdGXV2DIS6S/AvRL7AxZ7nQadnoQwyBwAUOWNoq3XK2MBHIFOEcu+b6tMNmncZybtIJLk4ULJMQDA+uvrTcG0ac2mYWfWTsa+CFJYvZ0tLQv7fziuOAuS2G9QYRCDe5eeVdQxvKPdbQGA4NkfrLpKm9A2NPtnf5E/SlQlrLOO8T7xOF94nrZMa9DazFhzFhFPBJIksaTLErx+hJkRBwBzWs5xuJ9QaSjyquhaTm1D2+K1w69BJpDhseaP0fQlZKpeeGvHHlgmC/eM7lmzD+EkuVW5DCFWS9gGlaTOi6UllZpu7Jz4inxp2WUL2lGzlXoD8P6JXazbU/BwLrvM8YnXE/4ifyzpsgQ8Dg+tggnAiWAaANyVMwcAoT5UB8TXqwqFOoAjoGbvjRlqlrgSSAPAuM4AgCOwX4LrrED7H091RFyQDOC4J8DA4VWZNNMAMGb7/7n/M/5xMAZ4rDk1K2ssl7YlJUAQzIGlUTNNyeZO/YBRavVo9jbzPl83ZLjU+sri/pAIatdd5PP5WLVqFdq2bYsVK1agY6fOmDLT/r2UIAjweQT0LvraOCsIT2oCoddLwOfwES/qg5NXwhhZne6gU3gnbB+1/aEvIe4W2Y1Vr7ShUCD6GeKYPGTLXwHgWtlTTbhfHYzZns6u21jv2IiFdowPwJf7bplKsWpimGBrG+PyV4v80FZzGi9r+8PeLTxPcRfSxh9Uu2ObtXpXXFgBpU6JgY0GmoJpG4dvRI/1PRyem73MtCkdYjC+bRTNvAwAfp3ZHr0/PmhjKzN6ZRQIXjkMGvaqhyFxQ1wqz7TH3yNtOwl3SwhCszBvdEtgalkBgI/EPDH3+YRWjGDa7Q/MlSy9E4Ox95pjc4dofymrWY/KIAdg/j7qSmeUwyHw55xODoP8l4svo1tkN1Mf1EAaTIZSviJfeAu8aY6fOpL+QDH2uc7kn0G/2H4m3b4ndz2JnwaY5Si+S/+O9fi11ZBc1m0Zlp9fbtIpaxHUgjaWPXzvMEYnjDa1v1Nxh7EPV/uNvaN7Y/2N9UjwT3DYVhi0GwRHC11FKriEGKfe6GOqtgCoSa9HnYaVCuChVrzalmnlC5gHswBQqrZdPmON8f5lHHjVKKZGmh9ympLOUGbPhraMXnJk0LJnrwEAwdGCIygGV2pORZ38/Qlq13ovyK8tgfrGhyb9psM5h226muqVEQ4DaQBbp8F802AkM1ilveqV0VBkz4DahpabZYmoNXzv86bXb7R/w/S6RVALHJt4zPReV5mIqtvPgGOw/b05A0dUnUHjxEDZWBLKYRmgWmPv7/l488fxRU8qkyZYbPu7AICUwBS0DW0LLwEzgFOmLmMsE3AFJnHy2kAQBIbGO3Yl4nP4+KDrB6zrdo/ZzVjmJfBCsarY9CActWUUUlalYF/2PvA5IhhU0Sa9OwD46+Zf+OrcV7hVatt51hqx2jnXxQlNJ6BnVE809Wcvd9YpYqGrYGbnCfxOsLZfc20NVDr7s7whkkCkBafRNFGMKO9OdeKs64fv+32P1QNXY+6+uXj9yOt45dAr6LOhj9PbW5dl+2oG4ErxFfyb8y/GJveCQSeFrrpEmiBq735rdG+iQRPRZR6jQO14xj9r6WAqkAZAFGK7k+8KmuJuAKEDz+c0eD72jTpsca6AcvTac2cPALNTljVG90pLbgqoAQchqbm2Y0N37mvI+Pj4QCikAkr9BwwEp4bZge5CcWcOFJnzECWLhpjjB4MqAqTO1+3HkfAliPKKMjkE1xSlTglV6DuQNv4AahYTjbomqzwL+7L34VrJtXo/tjNoOPfAk9yBymB7kuhBUtf+A7bKTqP8qMGucYK1JllmDM006/ckdXRHpa96Ug8OvxwEj37fHhY/DKOajKJlDAWIA/D7oN/hI/RBY9/GrCVwACAT2C/btA6kAUB8kP1tjJM0HOF9VN16Hcpsdj3Xi0XuM7tgkwcxlqSOTovAgoGJ6BTPHkyzZt88Kgvr7SHNkLV0MC0g9dmElvh8Qktcfqc/jr/W2+Y+gryErBNvlqW4AHCt5Bp23N5RJ/cFe4G0ea3noU90H/x8+WcM/Mts6HWl+Ap6ru+JwRsH49MznwIAfIQ+6BfTD/1i+kHMpTKoSJLEydyTGJcwDmnBaXiyxZM0w6/T+fQ+iq0sxHJVOetyZ4n3jccnPT6hSdrMTTNLyHx8+mOH+xBwXZNCaBvWFtObTUdasOPqmn7Rg9ApeADOvDEY194dCF8J/Vh1be7xMODJTPsP0TumN6tjobfAG8+0fAY3Sm+gsU9TrLj4FcvWgF4VCq7IPMNm/H2cynI+AMfEPKshCNoDnuR7aIq7QF1gLg/UFHeDKHSr3b2w6RUR3EpIYlcA4KBYaQ6SJfkn4VYZMwChyGJ3elwyMgWvb3ROp6ldbAAu2jFA4opvQxy5BrqqOCizzWWSi4cn4+3Nl6nySwuqbpsF/y0zgQLEdMdQmUCGNuLncfTeOejkTWBQRYFFX5uGVm+/w2QwimIa7O9IlTcU2tLOAEeBG+8Ox5z1f+NQ9iloSzuxtlfnDwZPdh18X3oqz2PNH8OLrV/EleIrGBA7AFFeUbhfdR/bMrexmmecyD0BlV7FOjNWrGSW7PI5fER7RbMG2iyR8CT4of8PmLhtot12bIxsPJL2fkjcELx2+DWntrXOSjBqFRy9fxTBem9Tlo5c2xkSgS823NiA9KJ0JPgloLEfe4DYGqXQOTeo9mHt0Su6FwAgLTgNZwvOmtYliPviUkklAoSO3XJntZiFlRdX4lbZLSh0Coh4tstr7lbexdWSqxgSNwTPtXoOp/NPI8W/LTq8/6+pzZuDmVo3A2MHYk/2Hpdn3mpKsCQYB+8exMm8ky5vS+pFaOIXS1uWFM7DR6c/AgB80+cb9AwbCVFwPDYUacFzwVXYFjNTZjKyKA1K89+OK2XeC53NTDO3d0/QQ1PaAQRHxSg7dYWPT3+McU3HOczyUeiZQbZrQqoTKJTWLqhRF4j5XFxZ3L/O9n+vPA+VWupZnhTomqaUmKXUx1VIksRjjz0GjUaDpKQkfLh0Cdr0HISoWBe0GtwNtwoEqBL8LPUhiKN2QSdPpJ53buRk7kl8dvYzJPglYFGnRTXej0KrAMkrAweAWl932ne2bg+77+zGF+e+wOgmo2v1OeoKf/UY3C4pRnjaA7ymWHD1fltT2OIObwxKYix3Z2aakfkhPigjEkDkyiCr4uOKIQakkDkRGiAMRdXt5wCSflJvdniT0dZIuboc5WpzwGJE4xHYdGuT6b0zk7xs/PV0J4z6mm6uoytrC/CLoKtoBWHoRhAcPWQJi2BQB2PPHSGKlEXoEtEFkV7UM/af2+7TWPzo9EeYnjydtmzzM51xq0COFpGuTZ7HBcmQtXQw6zovER/DW0YAAKRCHhYNbYYz2WV4e0gztH2fmqRaNoaaTGULZlmXFI7dOtb0uj41b2c0n4GtGVuxJ3sPzRDLUgdsw40NWNhxIUQ8ET7uQQ9K7b+7H8/vfx4irginppj7zscnHUeRsojRx/ip/0+YsI0p1H+p+JK7PpIJy5LS1iGtaevGJYzD+hvrTe/7RPcBj3AtnLP3zl78k/UPwmRhaB/W3m7bT3oz9ZAB4N3hyfhgxzV8NNaOieAjgicz7T+E9WyBkUBxINqHtcfARgMR7RXL2kZbkQJlDt1at1CuMb3W6Wsq1kxAV5kEXWUSeJIsAIAg4Agi/cxBJUeBNAAm9zvanvnl4AhKwBEU4Y+hfwAABscNxtMt2R0phSHs4p56q16CPdciLgfoHkKl21oK7Rtr+rkSKuuIJ6VbO0/rGIs+ScGwnM/TlHSCQWMe1GkrWuDxxPn4tMenrOfZpokeXEkGOILaBDfN6JVxqLy6FJXX32HtKAn0sQAAg7Z6psYggYArQKQkAdrSLrB1++DJrjICaYA5mNQsoBmWdV+GON84k/tPiyBmFpSqeubdWhsNYH/AK3VKp2YJ57WZB1ENNFWeT3seCzsuZCx/MsWxA2WkLBJ+Ij8MbDTQFJAzZua1DW0LjcGcZVBa3SlIL6I6JYXKQpfP1REvHngRJ3KpLLMf+v+ANYPX4PzU80ifno6mYWII/I+jY4q5TMBPSInavtf5PZMjbPr0dFrHT8CxPzNWrCqGUqdEjjwHfiI/9I3pC4mFi9HOF7phZldmltWOrB31Fkhr5NMIwzYNw8dn6J2uTcM3ObU9wVUhvZh+DR4rMmd1fXXuKxws/BWZ5O8QhW6EwP+Y9S5chMSyU0zhWcuSFKMmoyWBIqZTlT3UeaMdN3ICScw3IMnaBWaMgWWjtXtNIHQNT7uKIAhIBLw6++cjlkEk4EAsELq8bW310gDgyy+/xIEDB7Bw4UL88ccf0Ol0WDj/2ToJNDibeSON+xSyhHeRXZkFuT4fPNlNcITuv99WaCqQXpSOzPJMx41ZyCrPwu9Xf6cFDXgO7rc1wdFfOVgSjNSgVFMgoaEh1idCV9kcXnz3GKY8bLD9/QJk5uukNj81R78pBUHCwFNBTghxjwzGIM0HeN33Q0Y7AVcIgyoCBjU9g/vg3YPYl73PVGJnZNJ2pp6TZSANAGMbNrR6LeNeY+kgaYTnewo86W2A0EJ+7QOoi3qA4KrAlWTjxQMv4v0T72PXHbNchbUesbuRCnlIjfJ1yz3YFjM6N8KXE1shyEuIrKWDkbV0MMa2ofoIHIIDnZxeCrj22lrae2N/2h2VIa6QsirFNJFoWZllWZ1kFO+v0FQgZVUKUlalmK4XuZYy21LpVUhZlYLfr/6OcnU5ntv3HMZuHcsopzT2ya0x6rjaQl1EZQnqlVEwaJy7N1lWpPyv2/9o64xlqsY+d00mm//NoSaxLxQ6ntA9fO8wDtw9wPidTe0Yi/RF/RnOqY8inmDaf5iTk0/ixKQTaBfaDi8ffBkvHXgJG2+xZwRwhbkgOPQBhkJtLg8iUdMHMQGu7Dq4suvQViQDoIJILaN8XdqLtaA2gGrNBYoQaQjSp6djadelNjt6POkN1uVBVuKW1g9c60eYUEQFdyzd6IzCn3oFNSPKppmWEOJV3YZ6+Ar8j8Kr6SLzcbU+mJIyiDELYeRIzgFwxTngSqibrFE8db8T2geOKFcyb8RBysdQlTnX9Jmche97jnX54Xt0LbtQSajpNZsGgDGAw6aHwaZRoNQpaRbTtuge2Z02qHm5zctICUzB4k6L7R6jU3gnhgsQAAyJH4JwaTiaBdg2Cnir41sIFAfiw24fYnFn6jh7x+1F+vR09I/tDynP19R2zN/DTcKqAJU1URfsuL0DADXL2Dywuemz3anWnbtRZjYaODThENKnp2N44+G0fXgLvE2BNUelFsYUeb3BnEVqsBBk9JWwO0wKuULMbzPfyU9lZlQTSs8wQhaBT3p84rD9vNbzWI/TO7o34nziECZ1zintw1PMAYQR4wzmzdKb4PuetdnOWQheJWvpPqfaCCU+SErTrTTiw3PseptRloEdt3cgvdB9M80cfgUkMd8AACbHMrOoncFoDW/MWBVpzaLHlp3+yxX7EMbtQNt2CKhrVGOlHRrITXb6+HVdqlUTSJJ0GJTiElyQejE4ZP2LBN+8eROvvfYa2rZti1dffRXJycl4/c23cebEUfz+00q3HaemfxuRgINIQTsoc8ZDW+a8qYyzRHlRA9NzBedwo5S9H2KPoZuG4oOTH2DDjQ0Q5i2A4s5MSHmuORK6g+GNh+PXQb9iZsrMej+2M5QKtkEY+hfylMz+REOgrm8dltf/V5NaYWqHGAxvGWEKxKh1BpQrtVh9zH3fjzHI5q+YiqqMF6GrsijFZLknlagLII76AaIIuvHY/IPz8fz+51Gqoj/P+sX0c3wODu59U7dPRdqvaWjxSwucyXdO/NQ4HjKoIhjrCqvKTK9rM6ljzY/9f3TbvtyFzqADT0a/Z311nl7dtHfcXuwZs4fVAdMV9t7Zix/Sf8DV4qsAgBulN7Dm2hpan/FK8RXWv+H/TpkDTilBKTg79SyWdFmC5oHNAQBqiwk0jZ5KFOkR1QPjm443Ld94ayNulN7AqbxTUOqUmLlrJuYfpPqECq0C7594n/W81w5Zy7rcdLzCvqi8thiKrNlQ3HGsuQzQA2g3y+iOm0ZJlWdaPePUvtgwajI7Yxox7+A8PLfvOdaKIE+JJ4WnzPM/zJ83/oRKr8KoJqMQIg1BviIfTfwScDL/OKMtR1gEkUXmVqx3I5MBQe0wmEo0VXmjoMqhtJFIC21YVf4giELs34QF/v9CnU/XsSK1Aai8uhQCHjMmbCxdG990PAgQ2JN1CHdzuprWD24Rhm0XnTNjsJwRIggCs1rMwv7MdFTkmh+iBCjnmeuFsVBkP0YL9BmZ0iEGXx/IQHPZCFw1fM5Yz/O+iF5/UFppbKnSM1NmYu7ut6EtpZsDrDp2B+8Mpx4Y7pzj5xuCYVDbL6XKLVcizId9cPZy2ptoF5FqSgEvUNCDfpZmA2xaC6lBqajSVbEGyLpGdDUFg4xIeVKkBqXi6P2jjPb7xu5Drz96QcARIEQagtK75g7btORpmJY8jbHN172/Ruov5vRlWzM/cT5x2DnGvnC4XCO3u17EZRfw/KTHJ+gc7nzJkUDTFBrBdccNYdv9p0dUD2RXZqNPtPM6Yc4QIA6Aj9AHEV7mzqmluYmt282JSSfA5XBNpZLOklFGiaznyHPw0oGXHLb/+MzHjDJegLIQf37/88itct68pd6wobnGFd6HFlS23/enDmC51SVRpL4HgybArsPxc/uew93KuwAAYUgHm+1cQSdPMHXM08sO1WgfOfIcJPonYvcdSpdQxTffO6w7/fl6eqdbK88HAOgVdG9IA+on87EuIEkS6TlMzZYWkb6091qDBuCoUd9zqAaDATNmzIBer8eqVavA5VJB+xfnzccfG/7EF0sXY9bkMYiPj6/X8wKAqpuvY+uzXZHo7wM/vh66CnMGfuyCbTa369okEL883s7pbJHjueY+1+gto10uhWof1h4nck8gQBwAdehCSADcqeyKZnB/4M8WX+27CS+JFj2bySDlSxlSFA0BBe8cBH45qNCMedCnQqO+ZBYt9cqGtAjHkBbhjDap79gzAbKD1YewvvTHVe1HCHkNv6EP7nq3REVFGcQGZh9DrVeCJ7tZ7QZvJiUoBRq9xuR2buSj7h9h9ZXV2HF7B15r/xrN5dCIv9i+BqalWdWsXbNwZqrtgBpJckEQepAGAWRNFsOgl5oMcwQB+8ERFOHevcZAdWWc5W+7tjy+83HsG7sPQRLHk131BZvMijXlqnL8fPlnBIoDnTLossXCYwtRri5HgaIASQFJGL2FyogvU5dhUKNBCBAFYPzfVPDrwLgDjO1TVqXgu37fIVwajsEbzSWuvaJ70cYRRn2xe5X3sO76OtPyAbEDGLpoO7N2mgzgJDwJFDq68donPT5xosyYZ/r9kAYBGgl647bGvmu5pb7mS/tfwt5x5vZSvhQECPgIfPBU6lNQ69WsWsT26BrRFf4if6QEpjhs2zywOdQ6NeO36cGMJzPtP0aQmLoJT282Hf879T98fvZzXCq6hB/6/YANQzegU1gXm9tqy9qaMqpGNRlNe1iuPJSJnLKaaHTwoK1sBp28Mfje5yGOXgmezynag5nUuL9TtmrgKqRPTwefw8fa62tRqSvGmknm8k8hSwDOdD4O9t3UvylOTv8HL3U2lz5lFFYhNkAKruQ2JNE/QRi8g7FduK8Y194dAEnQEQBUyq8yxzwrEhVs//vtHdMb4RVLoFc+WD0QywHEKxuYZZXqggHQlLZHon8ybdaDLZvssx6fIUIWQXOqMXI89zhO5Z2CAcyHubFE0RIBV4ARjUewnnOQJAjp09NNnag4X3M54T9Z7JoXHIKDCU3N+giuWk9b4iirSamvhE7O1EWzdChyBj2HXYydDVsZEk+2eBKHJxzGC61fcHpfziDmiRHtFU3LSNRbRNMsg/dzUqkOWdeIrqzZgM7QL6YfJDzXXIYKlYU0wxYjlnottcHo0Gsvi9GavjF9ba5Li2Av1zSoqe+Yx+WgUs8MAqr0VXYDaQC9E01w3BNsUuUNM72+WHaAsT7VrzuWdWOWrVpiLEuwduRiwzpItlNGdagFVp3CEr3r2UIPGpIkcfFeGWsgjQ09qQNBGKAn6le4/uOPP8bRo0exePFiJCWZy2G4XC4Wf7Icer0Ojz/+uFvLPZ3fFQehPmIQBIFczXkIg/8Gz8txoOvwzSIs/vuKw3ZGrE10UlalsM7y2+Lj7h9j39h9tKz1ErX7y1HN0L/A63mV+GjXDbx/+AcM3jgYX577sg6PXXO8ND2gLuiLAKFzWcT1TV2W6gFAv2Rqlto6y9syA7ymONpDuuwE/oq4DYnkOpqLi3BR9CS+LWVmMHrzA6DMGQdVHj3L/cf+P+LXQb8yAkkEQWBa8jSsGbIGLYJaYFm3ZegUbtbrnZM6BwWKAmRXZDsV+Hm/C3t2kRFdUR9oSjuA1HmD4CnAFRZCGPonBIG7oatKgLa8NVRK+4GL0U1GI0LGzGhzhiM5R2q0XV3BFigySpuUqkrxv5P/w6CNg7D+xnp8feFr7M22HyQyotQpsfTkUnRb2w2/XqGyFI39rHwFNellLNf8+vzXGLJxCG3far0aA2MHwpondz3JKMfs8HsHSPgSHBp/CBemXTAFzA7do0/oPZHyBGK9Y22eM9uk+8VCFw0oDCK0lj2Jv4b9heW9l2PLCHb5IUtDAetqq5kpMzGvzTz0j+2PZ1o+g5daO54stmbf3X34+fLPuF7iePL9x/4/4rfBvyFEatsh+d+cfxnl148SnmDafwyjvtKqK6swM2Um2oe1R6fwThDxRGjq3xTeLIKgBp0UenUw9Kook65ZubochXJzWuyynddRWFkznRnVvWlQ3p0JUehW8KSZEIf/SdNfEAQecLgPxd3pDttYsiVjC9459g5+vUrdpNV6NXZmbzSt/+uspYuAlWaa9Qwcy/55XA4GJIfSlnE4ALf6++NJb7Oel4jPxe1yap2mpBN0Fa1M6x5rORQTmk7Asy2ftfm5eiayC2efuUPpbFWq6j7DQmuhn3f4ZhFjvaa4B9R5IxHvQ6X7G7XB2LQlesf0xj+j/0FqEFPA0qiZptAqGOvGJDBnnis0FYj2imYs7xXVi7EsXGaesd1w3bYY+trr5vTtZv7OB0CsseUCZESpl4MnuwWDTorjE86ZSicdiaxbo+c5nz1lS5uvrihSFCG9KB335PdMyyyzSi0D3DOSZ2Dn6J2mktiaMC15Gk5MPoH06ek4NN5+FlQjn0ZIDkjGiMYjMDlpMobH0zv673V5z6brkbqol10HW0uMs9hXip0fiNvTZPGXyFjdi/Uq8/UdKmb+JvwEoYxl1iztSs3G94jqAXXBAGdOFQBlsmALgf9RVGWZZ64NVhMpwyOfwYBG9o/10yXKqt5ekNERfBd/V5Y0FDfP4iqNzXVclkE71yRQXH8f4OrVq3jrrbfQoUMHzJs3j7G+cdMkzHnxVRw6dAhffln7AI2rwQpJo08xels/ZJZlokh7A4KAI+BKnNM1K6hwvj/kI2DeH3qs74Hv079nDdRXaioxcvNIjNw8Et9c+AZd1nZBrz96YchGs3FTY++aP49sYevrq6juV5AkDzK+zOXnUn3hpe0CTXFvBIqYGVmPAr0Sg/HnnE44ML8Hbbla59jF3hE2g93Vi7P5WpwSi6DhamCv8kvCk0FXkQZdJb3Pd7fiLrIrsh1qPyl0Clr1wYoLKzDor0EYvHEwq74uQEkDhEpD8V7n9xw+X/hBOyHwOw6Cq0JVxkvQVqRA4HcKwqC9kDb6EpKYlSjQm82J2EyXTuefRo6c7lRm0LJrWjOOz21Y2T88Dg9tQ+ku8cay9UpNpWmMZcRaT80Wx+4fw29Xf0OpuhQH7x0EAIxvOh6dIzpjePxwLD62GDqDDkcmmIOL/2T9Y+obh8vCUaRijj8AsLomf3rmU3Rb1w2pv6SayjytNd5m/DPDrqxKhZo5WX215KrDz8pGE78m6BbZDY18bCdH7Bu7D9tHbcfXfb6mLQ+XhWN68nSH0ir2uFtBVR0UKdm/Q+u2WzO22q2weWrPU3jr37dMFSGPGp5g2n+Y59Oex/f9vqdl1PgIvaGtSAFpkX6tq2gJdd4wGLRmEcHjucfgJWTPxLGlbeQIvZKaqdFVxdMGJATXsY35+GTXXM7eOPIGNtygB0kO5G5ibetocORs/5xDEGbNtCrbN8g1g9cgzqs5xBHrTA6OABAmaYQ3OryB2amznTrevL5mfaDRK47htxN3sGyncyV+tSHVht6dre8xTEbNEjsKKFljfNCxaaa1DG7JWCbXyE3p2JawPXAsb/gdwp0rYavNrLIjh1EBp9qGnVfllJhubVk9cHW9l+kYj2dplOIj5mPx8GS8O6I5vETm+4qEL0G4LByBYuds4B3hJ/Jj7WAZeaL5E1g7ZC36x1L3maHx9JLyAFEAVg1cxappoi3pBIKouyD29+nfM5atmJyGdo388eKAMFbnYq40E8Lgv/HGkTdwumgvzY2TJAlIePY79gatr2nG9cDdAyD1zEkYNr7p841dEWKB/1EIAw4AAJUByKFnSXGddKQqUhbh87NUqbxMYy57t852sKajkvpt6QT0e1Fz6QinjtuQKFXQg2nJ4d6ID6LudTwuWzCND5LkgQPXzVdqSlJSElQqFY4dO2Yq77TmiWdfAkmSmDt3rtuO62y4kOBVoVRdAh2pQxA/EeqiHtBXUcFpHzEfVxcPQNbSwbiyuD+ylg7G7Q8GmSbR2sdRpWV6A4mVhzKw50o+FBr2gVikVyQmJjLdoz8/+zm6rO2Clw68ZBLHTlmVgk5rOuFW2S3cKruF5eeXs+6zUJXHurwuMAZHtCXdcGzSMbzW3jkH6/pGzjsJvt8RlGjyH/Sp0Kmn+DVBEGgd4wdfCd2cQqU1T4BmLhmEjU9TmV2WRmCOYE4y0+8xQ8tlWFZQBB+Vj6mvpDcwM8XKNcUQBv8NQRC9rzZyy0gM3jgYRQr7g/uFR5kmUOZzZP+ixzUdhw+7fYjsymx8e+FbdF7TGZnlmSBJEgsGsmtGzejYFAZNMPRVzPLzIm2W6bVKHgZ1wQAo702CprQdAGBaM2YGE4fvXNWAlOdY97c+0Rl0DN26t4++DZIkWQNPyQHO6Y8aA1oAJaGyM2sn1l1fh39z/kVT/6bYlrkNWRVZ6LLWXE01qNEgfHTqIyw7tQxV2iqbgZuUwBR81P0jU6UWAPx4ydx3M/axu0d2p03kn8k/g9sV7IkQAPD7td8Zy5zRzHu8M308aP3bsUWAOABRXlFOaUG7yty0uWgf2h6jmzg2lxq0cRBeP/I6Rm0ZZbON0U30US0F9QTT/qMMix/GulyukYPvnQ5Sby5/Evj/C0nM9+AIzGUDIp4I0zvFsu7DV1yzH4si6zlUXl0KZfaTtAezrrK5w227t7yPD8cwHR9t8eugX9E7uje2j9puKjUcGm9OCb70Dj04d/iVnk7v24h1cIVDENArI6G8PxaaYtv7C5eFI1hUsxRwS7xE9IHnGxsvsWaKuRu+xUDtjUH2XWwA4Nu+3+KHfj/QSiadoWVwS7QNbcs68wcwH9q+Il/WgB1bEMWYQi3jy+pMTLlLhLkTYK2zYI2Ea85c0DtRqmALns65GXl7gaW6Ymj8UOwbuw+vtH2Ftnxax1hM7eBeR6zn055nLNsyYgv+HPYna9mCtWafpZgtALT/vT2mbJ+CfEU+ukV2o60ThmwFwbP/960t1rOHA1PCsH52R3iJ2a8VYeB+CAKOYEvGFuzL/dOkWwkABEGiXFMIUm87u4TDL8N36d+Z3gsC9jl1np0jOuNy8WWb60m9CDwvaiaXQ3CgzqNr1BVr7rNtxqDnevP9VS44BnHkzwAAUehm8/KMeVAX0bNSfauzajVKs2bip/mFaOsz1anjAg3HgEAqoO7/QV5CtIj0BZdjvztnIA0AyQWH/O92dl390yjvzMKPfdYixjsGoYIW0BQOgE5OPVfeGZYMsYAKAEqqv2uCIHCvjPqtv735MmIXbEP869uxZPs1zPzlNJq9vRN3ipmTg6XqUqy5tgaNfRvjzBSmXpNR/88VThfUTHOwJtR1eaK7qBDuhij0b+Qr79brce3JhljyoL5GP6k5uMZhSRtzpsTaUYtEtQADqhQQ68TQ6W23VujkEAQcgcCPrjUm5Ush48tqfK39O/Ffm7pRl4sv44uzX2DlxZX46vxXqNBUYPim4ciqyEJKBLVN42AZFBodNHmjoC7qjl5xLdCpyzpERWSj8upS8LPNJkZ5ueYA25ZTBmiKe0BX2QLqvBH4vf8WjGs6rkafAaAqLBoSGr2GVXj//RPvswZ5EgMcC9oDQMfwjiYXzMa+jU1C/wAwcdtEWp+5f2x/7BmzB31i+mDVlVX45covuFd5DzNTZrIG7yo1lZh/cL6pUssaLsFFkbIIV0uuMtws7QVr2WgZ1NKl9q6Q+ksqUlal0L4bd9ExvCO+7/89orydd3a31g0mSRJ5VdSkzrlpVEVNtDezEuJRwBNM+49h1KVqH9aedb1cS92oOfwK6JX0OmyOoBiGaue3NiFtbRoQlCpqloXx54uhGNX9DjiibFqZp7pgEAw6+k1ZnU+vhd95ZyckAvaZbbazTA1KxWc9P0OUVxT+GPoH0qen4/k2T+P2B4OQtXQwZBZZdySAKH8JzrxpFly37Fw4+2zncgiQOj/oyltDX5Vgt62XriP0ykhoytrYbWfN1Vzzg7ZDfM0zi4wfz0fMx7sjHAczbXEqq8TmOmMJn5QvRbuwdi5rX53IPYFTeadsWrKvHria9l7ME2NkE6aAfLvQdoxlHcI6YM3gNfhnNLtempG/R/6NjcM24sQkpkabIyz1bSz1D9jQGFTQyZtCW9kMQgdt7cHRmzO5ZHyZzWxAZ1K764IgSVC9DMyMWUuWSPlSJPgl0HRVjCWU1qUliX7MDuGFwgt47fBrOHTvEOJ9qM5035i+4IhcNyawpcsRKYvEuannaA5TAJBfxZ5pYS8LzJ4Fe4W2GATXfpmaZTalI301wDzb+u7xd2220ZaaTWCWnFgCnZVTsKa6tLu5YJbD41nC87oGrjiLtuz24hkQBtKDgDuqNdN4+eYy29eCAhpO7WYNYPs1sX0aPakFwVHDUM+aaQ0ZgyYYjXwaQ8gVolR3G3zfk+CIKadDnQ2dqUs59ge73ZcdQOyCbaZ/t4uqkF2RDQC4VXYLAq4ARycyTXJcJUhcd7pgtqQuBAH70Wp1K7x3/L06O3ZtEOmaQVueCm++7XtfXaDW2Z8As9WHqS8ifMVYPikNv89kjgs0OgMGfn4Yz69ld2E34ugWudurCu8F+KFCWIFbhbbLwaQ8b6iLekBTQtfQPTj+II5NOoZQqX0Jgh6RPViXi7lim32Lny/9jNP5pxnLLftBtwrkaPb2TqhL20FTOBAEAaQXn0MJeQFc6Q3opexGAyoiB3z/Q9VaixyESqkJTRm/ZiV4VVrHlTr1ia1++7rr69BnA9OkakCsc5IQXgIvTEicYNqXJSUq+rhiZ9ZODPhrALZlmk1hBFwBpjabirc6vsXYtyMds1tltzB261g8v5856WqU4XGWk3knHbapaZfX+F2Oamw7I6w++L6fuTrCsoz3w1Mfou+GvtiWuc2UVW1vMvW/jCeY9h9jea/lOD/1PIbEDWFd7y2kynsMWm8osp5F5dWlplp+gzoIBJeaDfAX+tu8AcywkbHmiBn/zMDughWQNvqa8WA2qOmZMnz/f2nvO4V3cjo11h72BvKuDvKtW7vifhrIawZF1rNQ57rmOmUZvAqSCXH9Pee1jNiwd8q2OoCWf7tdV2yXU1iW7dUEYyq2Ws8+6LfWlshX5NNKCJd1W4b06enoGN7RelMAlEONIwccEVeEHy/9iE/OfGK3HRsXCswzXo5S9xX6MvBk18ETZ4FXizRpjdDciegS0QWvtWMvx2ErnX1UmNWCCtTE+cShQ1gHBIuDGbObS7ouwa7R7K5nc1vNxaJOi8AluMgoy4A6jz0L2B5ZFVns+06bCx6Hhzc7vGkyYQBsGyCczT9r8xh6VRTSp6djQQumhpmU51jjzbIs7c2uT7K2sQz6GbVorIWXt47YCkX2DKhyR0AQSM/AsTZqCRBSAxER4fpEAVdiLvmwlZltOq7c7CyscpDR1fBx7bllQM20T91NnYYXnNy5KGI1Xjw0G3cr7uKe5hREYX+B730egPPZRo7o+dEBBIio69mYxWBtSFAT2gR1ddzIRWz1sUx9G8IAnUEHPVl7Da66wE89Aqr7ExEhrX9n2NgF29xqouFuBrcIQ6fGTNmE45nFuJZXic3n7WcF2+wPVv9/TqzGOm8vKPj2s7S9+L7QFA6ApqhmbuGNfNklVNJ+TUPKqhQcuHuAsS7KKwotAltgXAI9Y4xLcBlXvDB4O4QhWyHhSvBJj08QJYuDJPpHGALWm9pIpObM5ipkQRSyHXzfU7T9WGf/kyS9z2XLRdHeBNmDwFV9xHkHmNqY2zK3YfGxxbRJy6P3jzqVBbakyxIAVLnpgbsHTJppjXwaYf319Th87zBjG+vKAmsjqqk7ptqdUPYX+SNMGoatI7YygrfWju/GiRJ7WF9jzg4V/9ftf9g/bj86RXRy3LgOsZQSef/E+yYjCKNenqWk0oS/J0BvaJjPh7rkYe9FerCCy+GCy+HatOqN8Y6G4s6TUOVMgjB0E8TRK6HMmUwF1dRhIDhUHXugOMhmcCg1ygeNAl2v4TbelA1aH8ZjWZ1P1yiy1hdoEdSiXmf3aJpuNjqYfKvO9sEbBazt2Ohtw0jAEdM6xtLeC3lcbJvbBX/O6YhAWd2IAs/uTjlfhniz7z+/gp7p0K6RP7KWDmZt6wrGgI+zHdQKdQXWXzd3eFoFt7LT2jkyyzOxNXMrY+bMqfOxSNd3lJXHqdYbIHgKaPXu0d/qGN4RI5uMxIfdPjQt6x/bH8u6L0NyoHO6Fg0Jo4OUM1hmBVrzWPJj2Dx8M77u8zWaBzZH96juCJHQXYqyK7Kx7y6ztPHitIt4ssWTUOgU0JN63C6/Db2CaQBQUz4785nptWVGpb/Yn7X9s/tsm5XwvS9i0rZJ0JDlMGjM2+uVUfDmB9ncDqAynC0zBKakMZ14AWB75nbT66vFVPnm172/xqTESQCAqc2mItYnFpLonyEK20TbdlzCOPgF0ctrJTwqyHBfZxYdHpsw1u65GhEG7wZpoH5nRvFn63t3qI7SeNFZ3VMa7hDYNqaP4GTHnEfwq5vXPPO1oWPssmj0Bpy5U2q/MQCu5A7OF56BQqeANzccusokkxOuo8kxmZCHrKWDTf+ahtgOkF25y8HgRkNojtabh2+22T4lMAXnppqNaNioCzfPk9WTdXN+owfpjd+FpqQzdozchRfSXnD7sd2BmnsbXMlNKLTucV92lUavbceElcfQYcleU2bi2G+OYns6VQrVEItla3rvs/55dJSL8FRpOaQaKeb2sv1MrNLJwfc5BZ43/Rpr/1t7tFrdylQ2ZgujAY0tntv3HPKq8vDJ6U9wX34f+7L3YWTjkVjadSnW36D6h78N+g37x+2nAlpWn4PvdxQC/39BEBz0jemLDiHdGcfQ8rKQXayATm/AjXtCaMvSoKuif2aGsygJ9JeYxfqN+qzWyLW2s/oeBDqDDj/2/9Hp5/CuO/RJSKVOiW8ufIO/M//G8fvHodarsfHmRoa0hiUvtn7R9PrDU+b+a5eILjh87zCO3T8GvUGPr859xaopaV2OaMyAc5YSVQlyq3KRUZaBKc2m0NZtvLWRFpR1RjONrbTaGTgEx226wbVh6cmltPdZ5VkAYHo+fdHrC9p6V6uQ/gs4p/br4T+DTCCDXkHN2kliqYwFUn8EqpwYAAS0ZWngSrLQLpS9TBSgBii3i2ynIhMEe0r4vxP/xaqjt7Bk+y3sJvORUSg3CSZzpXQhSYNOBg7P/FB5du+zmBT2rbMf0yWM52p5u6Odvo37YIQvvYSuSE4XhA6QCmw6rrWPC8CGpzpi5i+nUeZC2eyFu2WMZcnhVJbJ8dd6ofEbOxjro/0ljGWW5JbZF7z3dpBhtuJABhYNc39wppFPI1RqKp0WtAyThuEy15xi3GdDH5sDEWdpH9YeQ+KGmHT3XGFx58Um9zVHOhhSrq/ptd6Om5AjCIMMJIf63RizmQY2GogjOZR+FpfgOp2G39BoE9qGpuNli87hnVndXo3IBDKTKcUX97/A9tvbESGLoM3+vXb4NVwsopcKvNXhLVP2qvGaFPPEUAWxZ7DVBEvzCcvXNc1kSS9KR3rRq+BYxE+44rtQ6uRQF/aGMIjdxv58wXn8m2PODt54cyMIEIwJjUivSJOblbF0Va6VI6M8A+Objmfo41nSKbwTwmRhtJLc0/duYVhqLC0I9seNP5z+vASHmhE9k0/pUj3d8mlaZ7udkgr8a7zMwdPxFZUgHZubNkCov4Wz3XSC4IDUy8Dn/HeDaZaMXnEUJ1/vjWBv24YL6tyRWDI6CWGyMMSKumLXPXNWpaPsARGfPmDY+aJZS1GrN2DK9ydw4jYVnPps/3mII3aDp4vCU6lPAQCivaOxe8xuKLQKhMnCsCtrF978900AwKJOi2jGUYfGH0KhshCNvBsh7VfKVfhs0b8Y2JTdYdgdxC7Yhih/Me6WWPQPDCIESYIh5DXMwVKxaC0kMXeRXdUEQJM6P97EdlFYc5Kuz3Y8k16idirLHNS9W1r35kLOYFmF4ez9w9GcpreyFaLUUhzRx9md2K3QlEAU/idIvRiAuURPa9DadVJ0hTXX1uCnyz/hp8vmwNsTzZ8wvVbr1TaDFJri7gBhgFKnwOJji1HEEtsyqIPRbdn+6nex0CtjGW3e7vg2Ht/5uOk9wdGjUH8e0V7RyK7MRosgdg1oR8HE+kapU9I+hz3CpeFYPWg1SJI0XWMT/p5gysQvUhZh+fnlDgOin54xO82XqcvQOqQ1ZqXMQpgsDMM2UVnn20dtR5+YPqjQVLAajxnZMHQDEvwSMLDRQIzd6lxA0MgLB15gLBNwBKag7KwWs5zKGmuIQfTaMKjRIACU1ud9+X18dPqjB3xGD556z0z75Zdf0KpVK4jFYoSEhGDmzJkoLHR+hi02NhYEQbD+Kyp6MDpADzsGlVm0XJU7DlUZ8yHhS2yWOVi7iFmz+Rn2LAYhV4hyBRcgqU5i748PmmaPRSHbaG21JV1o73OrcjHZzSLl1tjqPDt7I+S6OPvQJtafpt3mDBfv2Z5x5XE5eLl/U9N7cXVn31FG36Gbzv3+8ivU0LPoyPhL625wJuAKHOqNAVQat0wgw4SmE0wDeGN2TG3gEBx80PUDTE+e7vK2Rj0uAFBq7XeiSZDQyZtCV5lYq1kdodrsTHTs/jHTa2PJgb+IPcPpYcBZke5/7/+LFw+86LghgP13qQ6x9Szpu53fpX1Xu0bvookKi3li+Ap9EesTy9Dlqg3vdzEL/cb7mkuVSpTs2oTGTo2zGF2cS7V54IqZ5QkvtX4JAFO35XT+aZAgaeYLrYJb4ZeBv+Cx5MfAI3gmV9xn9j6DE7knaNmcynv02V2A6qhaa8P9dobSMgvndYG2rOaBAuP3siVjC235Fq/qyRuLm/05Yd1k9NY1rmaU6AwaEFw59ETDGNDXB+2W7IVSY7vkRCdPRq+ofvAWeKNKXwSO+A4IPvVbc/Q0t1cGyudyUKkyBwYIXjkIrhp6oblchsfhIVQaijjfOIh5YgxvbHaiDRbTM9f9RH5I8EugiXL7COr+Xk4LpAHg+57AxG3jsfLiyjo/dk3g64OgV4VCyHXNObymhNgJ1LKx8lBmHZ1JzahNVeqlil2QNPoCt3Wb8d7x97A84gRe9G2G49xQKMShmKJ5DU9rX2BsJ+SKoatMgk5O1xXePmo7do/Z7TATx1orlw1L50YjP1z6wfT6t6u/YeTmkThfcB5KrRLC4K0mzU1NUV9oCvsDIPHHjT9wqpipq6tXmUXbCV45uNLr4Iju0dq0DW2L+W3owvEF+rP4us/X2DR8k80J2vpwc3cFW1VO1qwdshYkSPT+ozdult0EQPUjMsvN1/zbR982BdIsdWMdZXedyT+DT89+ilN55lLa/dn7wSW4eLrl03a1jxP8EkAQBJr6NXUo/zCi8Qja++SAZMbfMM43zvS6pvfBhz24FiYLQ5GyCC8deIkRSLN0UH2UqNdg2qefforp06fDx8cHn3/+OWbPno21a9eiR48eqKpyXnQxMTERq1evZvzz8qq9DsWjwE8z2gIAKq8tRkjph/jnsbewfa6l/gZ1WRAEgWvvDsDCoc2wdlYH09rDN4vsanXZCypNbEd3+hi9ginEa9D4gitjpgDzuRwIuO6/ZNmCTTXRvtj5gvk7/HxCS6fq4u9ZzFTeKnCc3q3UOl+L/vuTVHYhizs5LIdiYr7zwZujGcyAtaGOdEIyyzNxt/KuU2WPCp0CdyrugMvhYmqzqdg5eicWtFtQJ+flClFeVKfLT2RfELlKVwqe7Dq4kju10kxTic3ZRDrSPJgTcUWI94k3nc/DiPXso5fACx3COuC7fo6z1WzRI6oHANDs0QGqw7RuiDkYFCaji303D2yOwxMO09rUlj7RfZAUYHbHDZeZJzkqtZWs2xiDgU5DcqCtaIGr5cfAk91krLalDRjrHQsxT4xD98wOgl0jukLEE6FCUwEdqYNcQ92/3un0DmN7XWVzKO9NZiy3Lp82aP2w7WIueIQUelUkokQtWc+nV1QvfND1A5sf06g3d7eS3dVPaKEZeEMoeOAC4TWCJaPaHgboq/9vWIM1d8L2KEp62/ZASxD0Dz4/9z/kV+UjQ7UH0tgVEPhTJca2NFQ/HNMC/lIBlk+2H+z1sXQ9r55A5JP2nwPbR27Hn8P+hK/Il3W95TmlBbFrgdYlBK8SN8uu2zREedAEKmdCcfsFxHnV3FTJFfZfd3+pbUPFuk+8v+hbcEX3kaHbQJX7c9QQBu4DV5QLHVeCI4YUHDc0Y+ynT0ICpGWz0ELwDG15qDQUodJQWkYmGy2DW9b4M8R6x2LziM24W3kXt8puQaFTYMvtjRAE/AtxzLcADJA0+oLSTeOK8HTLpyFne/aS5nEIV3oLkuifIAxiTvZ1CjdnLenVwfDjJOCZvc9gxOYRuFZyDVObMV2kG5qbp5QvxZIuS9A9klnuaklyQLKpvHL0ltFYc20NOvzewWZ7S93YTuGdcGHaBbvBrmsl12jmRstOL8Pa62sxfNNweAu88XKblzG92XSG/q3xnkkQBN7v8j52jNqBw+OZOmupQamMCoC1Q9YyJtKvlVxD1whqrDe9mXOT7N9aBdEv3X8wZeg1pb1VpVrKqhSao7olbA6vjwL1FkwrKirCm2++ibZt22Lv3r2YNWsWFi9ejDVr1uDKlSv4/HOm+5otQkJCMGXKFMY/4UM6w1zfNK+2gub7nkL3dheg5xagWbg3a1sRn4vHOjdChzizIPQ7w5PtpvkTIPDDdHaXykg/CQ6+3IOxXFthvgFyBGXgSbJo642BEY2eGRlylzmgZdLVSQuhf2eNBRoHe+HQyz1x6OWeGN4ywuVZvxO3HTvmWeJI4N/4EMkpUyLpLfYBBQGgWZj5bz+qVQRrOyP7rzE7j5/vZQ7K3YFRc8JyNt4elZpK/HXzL/Ra3ws/pP9QL66RjugQ1gFdIrrYdNU0QoL6rARX6Tbxzg5h5o7MuYJzyCjPwH25fZHhhowx2yjaKxpPpT6FH/r9gO/6fUf7nHNS54BDcEyC345Y1HERjk48ymplHyoNxZe9vsQvA39xzwdwwJ7sPXj54Mum95bCtgKW0jytQcuYxVYX9rV7DE1pZ6hyJuFksTljy3LfqwasQlpwGl5v/zptuzahbUzGDUaMZh+lKiq72DgI6BXdCwfHH8TFafQyWWHwdtr7MGkYvrlgNkcg9UKQWl888/tZZCoPQhS6BZW6AuwewxykfNbzMzTyYReiBgARj8oYsZ5VNmIoowfZ2sQ8fBmbpseL05ppwurm/90yT1cndvi+Z7Ap8w+UqcsgJGQwaAJA6u3LIoxrE4Uzb/ZByyhfu+0sHz+PdUiFXhkBP8J+kCfKOwoJfradwC2fI0pd/bv+actboaNkAfpHj673YzuDnqgEwauAjnSP7qgj2GQ37OEnqZ0p04PE+pcVJ6U0PWVENG2yR6Yj4GPvcxJafDszAG+Opg+6J/49EWO3jnXKafy3Qb85fd5GRjUZha0jtyLOJw4LOy7E9/2+R3JAMoTwBQDoFY0gDN0Irug+BAHUpNGA2AGs2mZcSSZE4b+DI8wDqZdAr4yAQcPsc1hml8PARzivC+5UUG7B5epyrL7CzLLbn+3iBFkdYyAN6BzRGYs6LXJpuyUnljjd1k/kh9RfUhmZ5M4i18gxLXka5redj3c723YTByhpCl+RL55pSQ/mDo4bbLNyo19MP9r7wzmHsXvMbsxOnV2j87UuBW/o2JrMZaOhmtPUNfUWTNu0aRMUCgWee+45cLnmQMzQoUMRFxeHX3/91c7WTHQ6HSoqGlYE/2EhyEuIC2/3gyh0K9bf/M3kyGEJW3KZUWjXkYYWQQDdEmynesYEMCPXqhz6DI26qDv0qjD0DB+KRP9Em+6k7sDY/7bs6IRapO97icwzZeVK+5206AAJogPsd8YtsdSW6JMUYqclxeFXzLMBApYyE1uiy0qtHpUq9nOf37+p3ey0uyXmYNaP/95mBAkDqss83Z3dYZwlsucmZFl2FiYNg1KnRKGyEJUa52/+dcm5gnM4knMEpWr7YtgynvkhzhCudQGeNtL0OkxqzqbqHkXNKjb1b8rY5mFhZJORWNZtGT7r+RmeafkMLYvrp/4/4Zs+32By0mRcmHYBB8YfcGqfEr4EXgIvm6XEPaJ6uMXIwlksLeE33dpkev3YzseQWZZpClwBYA26ss2OW0LqZOBKr0FLUo6OelUYlnVfhrTgNDyZ8iTCZeEoUZUwOsIKrQJcgktzGhvZhHK1MpojWDrp+ov8GcFs0kD/jt/r/B4GNhpo+n4JrhoEn/p8OXIqkFimu4+5++bSdBOfTHkSBEEg2isaH3b7EMp7E6Eppc+cGn9D05OnY1Sc+dkyvJLKntMYzI6WkVot7R7/sOHslAGH4ILUy8AjZXV6Pg8SVyewNMVdMC3pSQSIA5AoGYKqjJdNLoP25mKcmaixnISLlrSAIus5NOE8YWcLx1j+Di4Un6zVvmoCqQ3ArjO+eH+TY3OHB0GB5CvImizBjfJz9X7ssa0jcfuDQbR/GUsG0cyYmgQ/HNUzO7N24r3j79E0zKx/W4NDXkXl1aVoL3iPtryZ6Bw6BmmwMWot3uIxg0V5VXmYsXMantrzFG35tdJruFZyzanJRLaA24fdPkS3yG5ICUzB8t7LaW7YgFk0HaAMzdqHtYeML8PEFl2hyH4C6oLB4HmZK2LuVN7GsE3DWPW4hEF7wfe5CGn0z9DLk6DIeg7qfGZWlWWJJFecgwrDHSzvvRxPpjxJ67ta4krgwhY58hxsydhSq76kkWJlMbqv687IRPLim69lo6SJZekmG0n+SazLXXUMtSTBL4FWOTBqyyjT62Xdl9nc7rHmj9He/535N9ZcXcPaNk9B17GblDgJodJQp7VsPxlHr3z4+bG2Tm3XULhSfMWpdjHeMVg7ZG0dn03DpN56kKdOUbXOHTsyU9M7dOiANWvWQC6XQyZz3NE7ceIEJBIJtFotfHx8MHz4cHzwwQcIDw+3uY1arYZabe5AP+qBOMuZIzaNAmf0v76b1gZP/nKadR2fy4FUwEVVtV7JJisdtaylgxG7wKyTJgqn38Q0hQOhKRyIyX07oH2cc1kmtcWyg3z4ZhHiqs0R+BalpSoXyiydSYza/WI3/J2ei0qVFhPaOi7Bi/KX2HXK1Fmk12mtsvim/XgSz/ZsDK2ehFpn/hxeIj5e7NsES7azu+vYylo0UiTXQKMzH8td+WCpQalQ69V204Y/7/k5Zu+ejTBpGLwF3hjYaCDahLSpsWC7uzFaSltrUDEgOdDJqwNdtciokygGodz7BxCEHsfuH8PQeMold2LiRAyLH/ZQp2BvvrUZa66twewWs9HEjy4u3SaUPRP2YWJRx0U0UWLr+/LwzZSmktFUg8vhYlj8MJdmcwX+h8ERlJnec0W5eH7/8wCAswVnMarJKFr5hZFVl1fhWO4xvNj6RZM48L85/6JndE9IeVL4i/xN2WC20CtjwBWZy8Oe2PUETkw6AQlfgpRVKQAAgtCDBKAtTwPBk4MrvmcyONg+ajuEXKFJ/89L4IWBjQZiWosY/Hr8DhTlLSGJpUxqFFrzBECxyuyyvNlLhvcAcMLbAPcpN8UkjfZhLPK0wDkxcZ1BTWmmoX70pB40s7vH4duDmRjbOtJmG21JdzzerA8CxELoyRyAowJILkDya/0cs7yNG1+6c8JJzHV+0s5d8Lwuged1CZcrGgNg18Z9kBDggCQ5Nh3Y3c2KyWmY89tZzOgUy2rCxLU6jYZSTu7o25l/kMroTQ5INk2aWJ/7fdVVyBIW4YaOHhQS6PkgVBVoVbgFMVwvvKujT5TzODxEyiJNJkBGlvdeDpCwWeJsifGZZUm5uhzLey9HpaYSndYwReHPFpzFvAPz8HGPj03PGyOSaEBXFQ9l9hMQhm6CvioOQq4Teni8Mjw19D6+3SEGSD5IPXP8GiKMR76aMli7p9uHbpGfmQJp20dtx6C/XNM9dYYJf09AmboM2RXZeLaVbcdvZziee5x1efuw9tiTvQeA2TX7pwE/2Sz/uzjtIgiCwJGcI5izhx7olGvkkPFldp1M94/bj0P3DmHh0YUAqAqFOS3nMBItHkt+zGQ8YVlma42QK0T69HT8dfMvLDy6EJllmTarYC4WUln2vw76FSmBKU7ryBkZlRaJPs1CcLuwCmG+IgR7uaa1+KDpG9PXKc3iNzu8SZtUfZSot8y0+/ep8qKICGYZWUREBEiSNLWxR3JyMt544w2sWbMGa9aswYQJE/Dbb7+hXbt2drf/4IMP4OPjY/oXFfXwage5i43DNmL1wNWYnERp2czubhZWdGbmNS3a1+76Cwv74cirPZG1dDBrScSk9mb9NL7PBdPrqtvmm7/eajps3SxmDb5KW/vZF2sWbrmMHBaXS63evZ0hP6kAUzvE4OkejcFzgx7cx2OpGZBnesYzsgvPZZfhiVWn8dSvZ/D82vOs2/91LgexC7ah1MKFNMrKDZTtG7iW5/7g9Jn8MziVdwpqvdpmGx6Hh5N5J7E5YzNyqnLgL/JHU/+mNL2pB0m0F3WNOyo7lBs108R3HGqG2EMp+hcEQQVKA8T0Yz7MgTSAmm0FgAJFgYOWDRcfoY/NdUPjh9JKF0c1Mc+wci00vgoVhbhYeBEbbmzAvUq66LFBY79c0TKQxkaQJAg/D/iZZv0OAMdyKTOLeB9z2YqxxHR+2/k4OP6gXZOOT8alQiJj/t2m7piK8wXn8UXPL/BWu3dh0FCBMr0yBuqCgdApYk1tt2VuozmMGnl7aDNceqc/9MpGIPXUDLdlpmH7EGYGgCDILP68WyqplRD3g8LuKbOsNJZfNBTNNJ6Lhj11sX+ezxlsztiAUlUpLin+glfTRRAGU47YDUEmgA1e8SSockcgLahug1kbnuqI76e1wbV3B+DD0VSQnyPMA9/nPLjiew62fjCEyF+F/NoSNPNrVy/HG5gShkvv9K8TN/P6gu0yH9VkFLpFdqNN7ljfI/+4vwAEV4W7erOb9QB5FYKr6OYZ1kR6RWLH6B34YyjdpblTeCd0iuhU4yyl909Q5j0iiyDYt32/pbXZdce28zZPmgGDOhTKO09BU9QPLQNbM9qwZan/dusLyJr8D6JwdtfpJO+uIEkOSIMAEoL+3djSsM2R5+CzM59h1eVVKFAU4JWDr5iCSM5Qpi4DAHx78Vv7DZ0gX8Guj5gcaL7mjZUX9vqYxvtpl4guOD/1PE2CQcgT4tikY9g/znaJa8/1PZESmIL06elIn56ObaO2sVYsvdTmJVMbZwI7xuqDV9q+gq0jttpt6yf0czmQZsRbxEdqlO9DF0gDgI+7f4zzU8/j75F/A6AyO7eO2IqFHenXpD2Jgv86Lo/aysrK8Nlnnzndfu7cufD394dCQUV82XTNRCLq4jK2sce2bXTXxwkTJqBbt26YPHkyFi5ciO++Yxejfu211/DSSy+Z3ldUVDzyAbUceQ6KVcUIklAlmQOSQ/HtQefdhgJkQrSK9sW57DLW9TwuB5F+tmdP+yQF4/cTVDkPaeCD4FBliFxJJgwqajbZWjy/fVwAI6utrtiRnouZXeNoy3Qsmm0NiSAvod3MNWuMDzi1VUBy7lp6mUTPpkEmsd35f1CBzxaRPiZ30WFf/Yv/jabP9tUW42DdYVZXNcXKYuy5swfrrq9D+7D2mJky063nUxPahbVDtHc0JHz7WQQGUOUUBFdVI/MLI3oe1fHpEzHK5Mz4X+H9zu9j3919DP2Kh4lytW3h2da/tkbfmL74pAdlAmA5S2upQ/HZ2c9sZqOReikA5/U4DDovTE0Zht+u/obO4Z0h5ArROqQ1VDqVyf7diIwvQ/eo7viy15fQGrQ0rTpHjEqLxML0LMbyG6U3MHXHVGwYugE9o3tixHsGJLy5A3yfMxAG74I/pxkOTk3Hh6c+xPLzywGYy0stEfA42PF8V7xxLBlSkYE2IOsU1gsjDsmxycucNWBomHESmyg1etwsqES0vwS+kupAoYsGBHxOw9JME/G5CPMRg2+dvlMLLG+dxjJLe3dTYdA/+PR8JTpHMTNbaxvrq6tgnEFyHjyhBoY61qYRC7hoE0sF540fRVfVBKRBCIMqzM6WD576/Hm76sje0GDL4mMzkbH3OxqTMAZ3z27FguJ7+J+D4+kNelPfzjI77Y0jb0BP6vFau9fsTjoBwMjGI7Hx1kbWdXwuH291eAsavQbtQulBVWMwoE1IG5zOp6pqUoNScaHwAnSKWHClN8GT3oBeGQ2C6I3mAc1xqfgSAKBdaDuaDIM1JMkulXKg8GcQBKAtT0ajcHrfPK8qj3Wb/Kp8/HDpB8R6xyLBLwE7sqgAP9vfxR7NApqhVFWKAkUBFh5diNEJozE2YazD7dR6Naq0VfAX+Zsm+KK9olGqKjWVoc5IngFvgTfNFEDME2PdkHXgcXi4XHQZYp4Ym25twlOp9JJeLoeL6cnT0TWyK07knjBl6i06usjueZ3OP82oSqgt/iJ/mi7u74N+x6Ttk2gT4PE+8dCROof9+P8qBEGAS3AR4x1jqowAqL+jJZYyII8aNQqmvfOO8z/oKVOmwN/fHxIJdRGq1WqIxfQyA5VKBQCmNq4yadIkvPHGG4xAmyVCodBjUGDFs/uoDLBpzabh5bYvQyxw3tXRyManOzMCW87OODcKND9I5TfehjT+Q3D4leD7noK2hLq52kqLD5QJUSSnMpYSQ2tX0md5hBmdYvHz0SwA9JJJI3qWZbZ4vncTvLX5Mkan2S4zqWvWzuqACSvZ07Qt+XTPDdr7tGg/7L1mnpEK82WWBhkDaUZe/ZO6yVpqrNUGL74XKrWVDsvHjASIAnC24CyO5x63KSRa35wvOI9bZbcwI3mG3XYSrq/pdW10LrzLZyFfdwZjusxusJkVNcVX5EvL1moozG8zn2EPXlMuFV0yvd54k32wYK+skytmd6+0RdXNN9CyNxcnck8g1icWJaoSLD62GHuz9zLayrVy5MhzTA6o7iLaK9qkBSXgcZAS4YPrauo+G+JL/S/jO5Z/SArzxj3lVSgrldAYzJm1Sl0V9kmo+5dRM02Xc4a2bW0C2PXBzQJqAJNdojAH09iw85PnVmum8WvhFuxugrzc2yez7C84c/fTyRPRp7kXZAIZUqRjcfxsGkAa3d9qdy5sm7vjMjOIr4AH4GTBIXSMtW3CUVssMyiMgUmDMgYGZQxN67UhUSD9DLKEbFwtewfd4P7yuUcBtV6NNr9SweXPe36OXtG9WNtNi/oaP914H1xxDiJkEehZ6I0AOO673K28i6GbhsKL74Wjk46alm/P3A4dqXNqEpBN+/Xr3l+bXrMZCgEwVTn8NOAnXCy8iC/OfoHHUx4HAQKTV14E3+84BL6noSmjPn+gJBAoprR5n2j+BKb/Yzv7Wi+nsnJsDX/4vuegJul9ZlvOncbnV4WmAgfvHbR5TFss6bIEt8tvo3d0b7x25DVzRvcNYGzCWKy9thZ77uzBwEYDMTqBaSYydONQ5FblYu/YvaZKgOzKbIxvOh7rrq9DrHcseBwemgVQbq2WzxTjMmOW0oBGA2yeZ5xPHOJ8zAkLliWl45uOx66sXZicNBlfnf/K5e+gphg1YC0n8VODU6Ez6BrUs7MhEOUVhWXdl0Gr16JlUMsaZ+39F3D5k8fGxoIkSaf/NW7cGABMemY5OTmMfebk5IAgCLuaZ86cV1GRYxcYD0yMHdCmIV54rHMsFgxMdLAFndes2luXBdqiUaAUvz9ZLRxN8qFXUiVxBo3ZvOBuCXtJyv753RHmI8LaWR3wzwvsQp41wRhIA4ClO5gaYmwBNltM7RiLA/N7YNmYFo4b1xExDswQSqrLOa1nV60dOp/uEQ825vZqzFh2v1zlyinapGVwS7QNbUtL22ejTUgbNA9ojgBxADpHdMbSrksxIXGCW86hthg10+Qa21oQADXQ1auDoFcH1SoIxtWFQlPc0zm9Dw9u4bOznznddnzT8TbXjWw8Eos6LjK9t3cdOArO2sKgY5ZhKLVK5CvyUaGugFqnZg2kGdmd5Vg3wxYTmrL/JreN2oY4X3OHeutzXXDlpQ/xde+v8UP/HwBQAwBnnFWNGQ+WmWlKnQIV1aZH22XU5+cUme9vj5eVNxAlI+dw1bHSiMaomUa45/7sLGPGjAGXy8WRI0dY1x85cgRcLhdjxoyp9bEsvxrj78e4TKs34Kd/byN2wTZ0+5AqJ1LnjcbiDh8iQhYBDsEFSB4A6lqpre6W5aC6LuY1LMXh3Q2HoAc6jefPFWdCELAf7ZIaZqm9gVCB4KoeWUc5ZyGhhzD0L2jEzIlWy76K5eSO9W2nQlcArpgaz31+9nMsCS+BqhYX+rw28/Bym5edmjgx6mZaUq5hz/q2zJYxGvjM2jULk7dPxom8E5i9ezZm7Z4FaaOvIPClstUIDnWPfLbls3ip9Ut4q8NbSAtJwxvt37B5Tnx/KmBl77mdod1Eex8oDmT9vJzqobm/yB+/XXXduXRo/FDMTZuL5MBkmjSCcaL2bP5ZnMg7gTP55kkljd48AWUMoOXIc2jXQEYZpf1mLE81flZLGYrasGrAKkxKnIQjE47gzQ5v4uD4g5idOtuUYegn9HPLcezhL/KHhCcxmSoAwF83/8KWjC0M93QPVHn2mfwz+OVK/bjeN1TqLYzYti3lXnHs2DHGuuPHj6Np06ZOmQ/Y4tatWwgJceyG6MHMV72+wsKOCzExcSIA6sa4cGgynurOHjixxUQL7TOAKt9wlk7xgTj+Wm/M7h6H5UPnQF3UA9pSc2q2v5R9Ft5LxMex13qjg5vNCdbPZhpkWHYitlxwrOtnSWygFJw61oaxR5iPGF9MdOxG+PG4loxllhWtkX4SfDuVqSHxbC/3plxbYtRMs8wyYeN0/mlcKr6EMnUZ8qvy8U/WPwiXNgzNNOMD2TjbZQulXk5pnZFcEG64Lf/HktIaNM4Oame3mI2BjQbavDYXd16MThFmwdzRTZgzxkZ+vvyzS+dohMMzz7Yqc6jgVoWmApWaSuQr8uEt9MZbHd5CkJjdjdnRdWyPNzqwD0T+uvkX4zvkcXjoGtnVZCRCgoTWoIVWb99NefXA1fi0x6e0wZbAIrCsrf5h8PxiIanWEPjR135JUUOjoMK2hqQ9DCT1Hde3ZtqKFSsQGBiIGTNmoKqKXrKvUCgwY8YMBAYG4ptvvqn1sSzH+8Zsqj/P3kPsgm1o8sYOvLOVciXLrs6e5oiycb7wDBRaBa5UbYK08RIIAqmAcahP7SYk6iozmFvZFdqyVmgT3KVO9g9Q/TJLjN8lV5oBYfBO3NeeYdvsgRNQ9STkGfPQxCfVceNHmDOFRyDwOwmV7xqGqZaleUvbUEvXQXo0bVPuItr7HKEed3iOi52ivaNxZsoZhuP2lGZTMC15mlOldGwZMK8dfo217eEJh/Fx94/xePPHTUEZowaoLYxlzMfuH8MnZz5B3w19seryKkxInID06ekmKQZLuEJKBsU6y/n1pG1QF/QHqReBA3pmk7/In1V032i6c6fiDha0WwAAGBBrO8PLmh7reiBlVQqe3fssnmhudhBW6pQ4kXvCVDa6NXMruq/rjjl75qD1r60x458ZSFmVYgpGT9sxjZYJbyyNPZxzGAAg5AjBIThucQ0FKB2219qby3yN99AY7xgk+ScxTCvqAjFPjEMTDmHdkHWMdQ+77nBdkFmWiT9v/om11x9NF08j9RZMGz58OMRiMb766ivo9eab99atW5GZmYnJkyfT2mdnZ+PatWvQas2d55IS9nr15cuX4969exg6dGjdnPx/lO5R3TEmYYxNEUxn8RbVLvU11EeE1wYmoXdsd2gKB0BfZc50c3cZiCPaNaIPFrdcuI+7pebOhSPThYbIsNRwmzpqgTIqWNm3WQguLqJrUV3NpVLQK5TUb7B/ciiylg42ldUmh3tDwOPglQHMlHt3YHTWUemcy6TIkedg1u5ZOHD3AIZuahj3gjYhbdAloovD2VY9qQNHUAKuiF1Dw0PDhc0NmY3fr/2OPXf22DXUsKQ2dvF2IQko7jwBXUVLAEBacBp4HB46R3SGlC/FuKbjbAa+hsUPq/Fh+21g17pbeHQhrpdet7vtHzf+wEsHXsITu56w265lcEv0ielDWybje6FHlVXpuSwUCo65++NKspexg1+h0kKpsZ8Bo9MbsOtyHlos2onYBdsQu2Ab3tx4ye42jpAKrSarnIzZ8Dmi6ub1q5kWFBSEb7/9FhkZGXjllVdo61599VVkZGRg5cqVCAx07ndkD8uBrDOxLHHkr3jh0GxkV2ZDQyrA4VeA4FLPm6Sw2rmS1dl8hkEEUu9Vp26e1t+d8b1BFQ5NWRsE8Bqm0DSPDACpCYKI2zAdaxtKNXmUrAm05S2hKemEmb+cpq0T88WmZ9qs3bNMzpfOnHuY3vHEEofgQMAV0ExiAOD79O/x3cXvaME8W7jybFTr1egc0RnPtnzW6QA3IaAy2D4+87Fp2ZEcc2Ztn+g+eKvDW1g7xBxAMGipfrFaRw8sVWqLoVdGQ3HnKSQKJtHW2dJgM8pGaA1aNPalqj/+yfrH4XkfzTmK3ut7o1hVDAA4eO8g8hR5+G0Qld2WVZGFmbvoWsIlqhLTZ7PMVLMmTBoGCc/ajIyEgTTUeSbo3cq7uFpy1WSsUNcIuUKaHtjRiUdxYNwB0+SeBzO1MUz7L1Fv30JQUBDeffddzJ8/H3369MHEiRORk5ODjz/+GImJiXjhhRdo7adNm4aDBw/i9u3biI2NBQD88ssv+OGHHzBgwADExsZCp9PhwIED2LRpE+Lj413ScvPgXl7o0wSf7bmJPS+5r+TyxT4JaB1T92m91kgEXCiqB0lz19CF+NfOYmauPSz8ML0NNp2/j/eGN4ePhBkA9RbxMbt7HMOEYveVfAxvaXbh3fF8V1zPr0SjQGqW5ukejTGlQwxaLLLtlFQTpHwpqrRVDss8jdBLuxpGOvaFwgu4VXYLjyU/Zrcdn+OeAW4D6as/UmwYugE91vdw2K5SU4lLRZdMHV1H/HXzr1qemQ0IEpbzaClBKTg1+RR4HB4qNZX4+fLP2Je9j3VThVZRYxHe3Kpcm+scDaCcNSFhQ6vX4ICUfs5akp7hZkubkw21Vg+1Tl/j+92xzCKMTqj5751Tw4wnLsGjNNO49a/7MmLECEydOhUrVqzAqFGj0Lt3bxw4cADLly/HtGnTMHz4cLcf0xlJBoMmADF+/hBwBEgQD8Cpy1EgdVI0Dq59BkRckBR7q5UijCWj7rg/6312QwDgXFE3tIuxXTbuToyTmjp5MnTyZMTE1Z1WW20oEf8KcUwOMiok6IqeD/p0GDSUjPHSchlU95ll9+VKLQLFgShS0iVzrpdcZwTT2vtNwIlSczBJWJGGQcqXUEp64UOBBIjriRO3mPf1e5X3MOOfGZDxZdg0YpNp+ZfnvoSBNGBE4xEOnzF6AzN487+u7NYHRv03ACbx9P3j9qPnetvXh7Hc05IRjUeYXhMEwdBl05R0BQBIrSRTbslPQRLzHbSVzUAQdKOTYqXjvoBl8Cu7Ihsh0hCbwcTZe2Yzlm3L3IZtmbU3bMutysWoJqNo/ZJgSTBEXFGtEzIckV1BGdVVqNk15uoaTxDNNnE+cfis52fgEY92UK1eP/28efMQEBCATz/9FHPnzoW3tzfGjRuHpUuXOlXi2bZtW+zbtw/r1q1DYWEhSJJEo0aN8Oqrr2LBggXw9fWt+w/hgZUX+iTghT61n628+f5ArD2ZjaGp4faFlt2IdVr2qwMSsXDLZda2At7DK7DYOykEvZPsl0L/c4mZGdWzKV2fgiAIJIbSZ+1rm53IRlpwGlR6FYQ8+7OQQeIgyLVyRHlFYXGnxdh2ext6R/d2+/nUBKNmmi2hWSOtooKAW+48cgPptT8COMo0e7bls4jzjcPKiyvxTKtn8OSuJ53ar9Fuvi4gSfqj3zi7WKWtwsqLK21ut/HWRkxOmmxzvT0a+zY2/R6ssRQhZmNswlgEiAJYtXIcUaVjltEQFrf8xwpce858se8WJrSLdtzQDjprm2pLNMzAIWERbFSp+cgopD4ToddAVaUDBNUZIRodCK0ChIEDaLgAwQH4VJaORq8Ex1AIg0EMaGyUtvJEgHFGXqcGDDpA4J7Sli+++AL79+/H448/jmPHjuHxxx9HREQEvvjiC7fsH6AHq76w0v1kQ5k9G99O6IkoXwmkXA0MqgiH2zjLC30SoNEZMLhFOG4V2NfMrAkl6rrTCLbO4OkYF4AX+jTBhotnkafIRpmOA6BZnR2/pmi5OeAJ70DB8ptvCNRWh89dZJRfhVcSVT5YeXWpaXlplQbeIuawcMxWSs/QKwlQZFEBmxOl5jK4YxOPof17R1BkzFDyjQambcLzb+4ArEwJ9KQe+Yp8KPj0QNvIxiNBgnTY3wPYyzytM93sESgOxOgmo/HnzT9Z15N6AeM3MDiOvbpjTMIYbLixARyeHE1DvOAjpveFRVzq/sn3uoIT5T8B+My0zlvgjQBRAGOCbUWfFZizZw7jWIM3Uudg6ahoyZ4xlJv9d+nfsa6vLXcq7gAAZqZQAT4foQ92jN5R5+WPUd5RuF91/5F2i2yoSPiSBjPeepDUeyhxxowZmDFjhsN2Bw4cYCzr3Lkztmyx7WTm4eGHz+VgasfYB3oOUzvE2Aym/dfpmxSC74/cpi1zxcHUnZzJPwOFTuEwWMHj8KDUKaHRa/D20bcBUGn4DYFY71hkVWQ5dBeN9BNCV5lIs1cnSRIVKh2jc+ahYcGWVTU5aTIIEPj16q/46vxXSJ+ejr4xfV3SFhndZLTdwFZt+GtOF4z45C7eHkIfEIt59sujajMY3Dh8o6lkyBpHM7/BkmD0jO7pdJaqJWziyDyLwdhPwRp0cPEWx+fWblJFYs85ewlTU8/yW7vT62ugemAXenoZgtLN14jEqq02pCX4cyg3OFJRiGbfOuj0Tv8baERlWGDrC8CF34FF7MLeruLr64sffvgB/fv3R2pqKoqLi7Fz5074+LhPs86WK+vmZzpj5+U8zO3dBIlvWZRLcRQoV5chzCBAhnIfxFF7oKtMBlD754dUyMM7w5sDgHuDadpAkNwypAa2c9y2hljLvBIEgRf6JOBk2e8or/oTt9X9AQyss+PXFB/lCNwtL0ZMm7qRnqg1DSOWBi2X3UCix0cHQPDKIbMjhSuJ/RbAs7AMXWeWZyI+WMZweGcjVBqKdUPWMe7LizotcuLMKdqHtUeQOAiFykLaftk4MuEISlQljIDPok6LMKLxCEzdMZW2XFPWBurcUTCQJNqGtsWpvFMAKLfRQXFMh1ijWH9w+EXsnLCcsT7JuyvWXjgJYeA+5FXQKyZCpCGsmeonc0+yfhYjKatSsKjjIpMT56WiS5i4baLdbZwlfXo663N6WPww7MqisrG/T/8ez6c9D8B5mYvaEO0VjQp1hSdDzEOD5dHOy/PgAUBqpC/tvSuGAemL+mHBX+lYMoJ9kPiwsWBgIiOYFujl3Izfrhe7Yfy3x/DDjLaOGzuBUTPNkVOQsXxs1JZRpmXvn3i/QTh6tg5pjUivSIedAKVeBZ7XNZB6oamPOnfteWy9cB9/zunkdLlzQ9FkeZSwFsWV8qUMB66jOUfRKaITNHoN/EX+NrVSLAmX1Y2JxubhmxEuC0fWUqbLsCNr80lJk+yut8fCowttrrtdfhtN/W0PgNdfX49PzlCiz7Zm5W3hJWAJ1lj9UGrzs7GlR8nG9B9P4lau47+9u9DqDSbJa3eVkteGfv36YdasWVi5ciVmzZqFvn371tmx/CR8lCqoct7UKF+kRvky2kjjPsPEXYuxfsh6VOhzwZPdhEEd7PaYhzHJxR33Z17FQFSqlQiVRNZ+Zzaw9fmlnEDoFdGQil3PEK0PhLoE6Cor4SOouVFKXdJAYmkIE8eBJLkgdV7IXDIIca9vd3kfXPCgB5URmxKYgic1cxDIv4Di1FlUVmvZXUSRecgA/VoRcoVoFsDMajRKC3SO6OxQE03AFcBf5E8LpiX4sVfG+Ah9TIL21rQMbomL0y6ixS/mZ6GushkADsQCLt5s/yaGb6ZK0F89/CprMK1bRDccuncIbULaMNYBgNaghrYsDbryVBh09IoOWy7vP13+iXW5JYuOLULniM44X3geLx982WF7APimzze4XX4b/zvFXhILAL9d/Q27x+zG2K1jTRplxmduuCwc31yovVGMqxg10xxVeHjw8KDwBNM8PLKcfKM3Sqo0iA1kpig3DfHC9fxKh/vwEvGxfFJaXZzeA4HH5SBr6WB0XroPOWXULFqA1Dmx14QQL5x7m11kvCZ83P1j5FXl1VlQoT44X3AeGeUZDjXTdNUuhQTXnIW3tdo59tuDGVg5jb2jZouGos3yKGDd8WfT9zJ2AtV6tVOBNKBmmmmRskjck9+z2ybO13ZJpYwvc2ofNcHe5ylSFqEpbAfTsiqyanxcNnFkvV/tyjRrCseZoMrrTMfo9BxzxgdpUc6U1+ZlVHZ8GXHVzzCFRoeMQovrj+CYMtUISTAuzzwKPpeHhAAbgRieRebf0M+AwR/ZOdGa0bFjR6xcuRIdO7pff9Tyew3zEZuCac4QI+yEMzeFMGiCgNp5D9QpuoDVEANIL05DWmT9Gu00kfTB7juNkBDZMDXTKoW7IAzNxb2qAAB1nzHjLNH+EmSXKDCkRdiDPhUAQJAwBvJr7wOgJo+/nNgKz1XrA5M6L2jLW8KgCQDf+wI4QvZy4l7BT2FX3jcI5qWBIAhEam+jFfcKTnPKgJJM4OsOWM/zRms9PfhSoCjAW/++BRFXhM97fW5a/sL+F0CCxP5x+yEUO+5zftHrC/T/s7/pfamqFCFSpoxJ/w39cb/qPiQ8CU5MPsFYTxAEvu/3Pc7kn8HMlJlIeGMnwnxE8BbxUaJ2nIGcHJiMOalzbEoVXC4/AFnjL6CtTILq3nTaOmPZZE3pu8G1yYjOEZ3RNrQtLhVfQteIruAQHMqkoCrPZD4g5UsRKg3F4QmH8dfNv2gZfyMaj8BPl35ymMHubsrV1PNPo9fU63E9eHAWTzDNwyNLsJcIwV7sZUO/PNEOe68WYGhqGD7aeR2rjtXuofewsX9+D0xYeczmjH590C+25oE5Ywr6gyajPAOAY800UbVOCGl48NkjHlzDkdlFvE880kKogLsr4v01CSBZztQbj228Bp2BIAjsGL3DZjnmxpsbMbLJSJfPyxGOAubjEsZBq9ci2tv1IJic5bdHBjQ2vX41l3Q5Y8gVwwJLnDIPYNEoI/nMoFC0vwQlVTxE+okBHpW9S5I6kHz2c9ORWpBCDgyE0DkdNJ4QQP26adcWZ936jFTdWoD983oi1l8Kfz4BXUV1GXYDDqYZuV1xo872bes6VRsqQfCLoDI0zMwvpeACBJIslKjdb2hRG7Y82xkX7pWjS+OGEeDLVdwxaaZlliVh0cWxkDbhoerm2+CIcsD3OQ+A0lMj+MXo1eUgTuZRpYd6NZVpdqZ0MwiODoUG+yWJ1qh0Khy9f5ThcJ4alAoSJPgc52QtwmXh+Lr313h679MAqOclWzDtfhU1OWGsdGCjfVh7tA9rT+1nKXuA2pbBwem801hxYQWGxg3FgEYDbB6D73UVhoADAJzPZLZkQtMJeKPDG8iuyDZpp9niz2F/4lz+OfSK7oWVF1di7fW1mN2C0roTcAVY2tWskzew0UDoDXpcL72OMnUZOoaZJzlGNRlF22+4NBwnJjEDknXNtORpWH99PbpEdKn3Y3vw4AyeYJoHDyyEeIswqT01cIsJqFtxzYaIgMfBX093ftCn4RS7x+yGgTSgVFWKCduo0k6jjsWDJsorCncr79osMzASLA5BVeYLrOs8lZsNmyBxEC2bK0IWgS4RXSDhSfDXrb+g0qtMwvl8Dh+TkyYzykDZGNRoEH665Ljcw5JmAc1wroDKMDAKI1vyWY/PHO7D6JzFhtbgfKaPNWsHrzX9Pq2JlNkvWUsOTMaSrktqdFy2AItlOev/wgh8XcNfmasZoO7IGPUW8U3Z1NYmPSotMwvPiJ7UgSAM0KNhOB3XBfFBUvRsGgQ/iQDX8tgzy/9+rgs2nsvBD0duA+AABAGCIJCjOQNh8BHoFY0AtK/X864JSX6pdbZvW9fpVcU2yBr/iavKAQAanrO5VN0F+SVNEJpWt+6CruIrEaB7QtCDPg0TxVqzlIexjJHD00DaZDEMKvp3R2oD8EP/H/DiurPYeD4bIKmLo0R718be7d/k/EX+WNJlicn0xsjqQatd/BRA18iumJkyE1eLr6J1SGvWNj/1/wmn80+zlpY6IkwWhomJE3G95Dp8Rb6sbeRaqlTzTiX7hHskrwfURekQBu4HwaNP7DTxsyNOZ4XRAMHWeXSL7AadQYcorygk+CWYyl7zFfkAgBultoPvXA7Xqe8ntyoX/f/sDxFXhFNTTjl97rVlSNwQDIkbUm/H8+DBVR5ea0IPHuqJB5WZ5cE5QqWhCJeF0zoDf1z/4wGekZnGvo2R6J/o0O2Iz+XDoA6FQc0U0XU2a8ZgIJFdYnv21UPdwOfy8ffIv9EyqCUAQKvXYtOtTfjp8k8oV5cjR56DC4UXTO3ntprLcMRkC7Y28aV3tJ0JhFnqtlgH0gDg24vfOtzHgsMLbK6zN/PuiJ1ZO22uy1MwXYTdhbfAF6E6HW0ZV167YPvprJo5rbqaOWXEV2wOmtlzlOba0fvkPgLW9QRB4KfH2uGT8S1thkebR/hgwcBEAICk0eeYunsgrpdcR6HmKgQBR8CV3HZ7mbx5d7WfGuHnvYSq288gsQ6CaW2qtTkn2nCr5RJ8kHohOETDNMWRajpCU9wbIeKGFUxraAxomsi6nMNTgCe7zlhertDiel4VQPJhzMHg1jAXQyaQYWj8UAxsRDewyK7IRnZFNnQGnY0t2Xk+7Xl80/cbRnDOSJvQNngq9Sl0i+zm8rkKuUKsubYGZwvOYvbu2axtpiRNwZSkKXi7w9us628WyKEtaw1F9hPQlnagrSNAYMPQDdg0fBNju2/7fEsz3GkZ3BIA5QC6uNNi+Ap90TfGXOa5vPdyfNv3W7zZ4U3afmK9YwFQIv615b6cyvJT6VW13pcHD/8l/vu9Kw8eaknrGD/8OKMNov0fvQy1hwnLgaqOdK1DVldUaCpQpCxySeuBWULmeAAWu2Ab7b1W57xrpIfaw+VwTQGxAiUzUJNTmYPUIGrwK+FLsKDdAsxvMx+/XPkFFwouMIJrALD/7n7aeyHPccnd3LS5+PXqrzZLT6+WXHW4D3tZlNalOa5gT1T5dvltRHnV3QA4j0fv6hhyTtPeu1rm+fRvZ2u0nQveNnRquJ1UYP7cHIIHkuSBRzwapeS2nD0B89dJcKtQrqmAntQjRJCMs9nl0CtjgQb8qNeGfgIpgBtlTZEa0dOt+/79yQ7IKVOiEYuOLAC0kI3G4VMt0aJzrFuP6y4U/DPg+xWgUBWFhqSZ1tBoG+aaBmvq4l3giLIhbfwbDBp/AIPRJ/hpbL/zF+KlVBan8dfm6FZVqirFd+nfQcAR4IXWL5iWG0sXD4w7gABxgEvnZ4+ua7uiTF2GzhGd8U2fmovnpwWzayP7inzxartXbW6XoTwISexa6KuaQHWfnpl9Kv8Ua5DuyIQjEHKF2DF6B+5W3oWER5eHGNlkJEY2GQmFVoGnUp+y63IdLgtH+7D2iPeNt/fxnCJEwiyj9eDBgyeY5sGDU/RK9DxEHgZGNxmNP2/+abPjU9/cKruFcnU5qyi9szgasG86l8NYdr/8v1vK1VDxEnhByBUiUByIHDn9b5Loz8wE6L+hvynwllWRhc0jNtPWXyq6ZHqdFpyGVsGtnDoPy0Da+iHrMf2f6aZlA2IdZ5at6LPCpmbanzf/xNiEsU6dhyt4C+pOpKpCU05fsMgHeoIAYqng3QcFRfVWSm3Uoqq30m3ayJYESC6IRyBDDbB/3zT+HZTZM7Hq8TaI84lDuJADTWH1ddiAg2lGzhUdw1i4N5gm4HFsBtIeBuSi/RDJbiO3qgMApluxBwqVzvXMIoLQgcMvN+m6agwqcMX3UEXS9S5lCtsyAQBQqanE6iurIeVLacE040RNTbN3bdE5ojO2ZW5DSiD7M80Rp6ecxp2KO4xMcWcZ3CIIKy5XgeNz3hSINGIrC++7i99h1ZVVAOy7V0v4EpsupkYyyzNxIveEKXO+NoTKQrF91HYQDcaX1oOHhsGj0avy4MHDI8GiTouwqNOiB30aJowuRGyOgpbY60A6GniXK2uuY+XBfXzQ9QN80PUDHLh7AL9c+QXeAm/MbjEbMd4xrMYDlhlsmeWZjPXtwtrhh0s/AAAqtZXQGXR4sfWL4HP4+PDUh4z2Rt0xP6EfStWlGJMwBldLrpoCabtG74JM4Diz7POzn9tcl1PJDNw6y/mp5zFnzxwcyz3GWNfYtzHLFnWHZaHkm0EBsP2J3XxcNwwU7e3C3r1CR2pBcNQwPGAVxhkzZmDGjBl1fhx7JhEcDoGX+iZAro5D19gkAECR9ib4vqehV4WCQLJbz8X4N3M1k9EeCT7uPUdnOF+5FrLETbhQ1R8AuyD7g0SoTYSiyhu+Qk9Wmj1uld2yu16R/QT0VfTgkV4dgarbzwIGqsT3UPGPAIBCkjIg8NUVAwCa3voB6PckAPb7kbfAG080fwICLj1D9tgk5nPBHSzutBjjm45Hi8CaBVeFXKHDgJU9Wkc0Bi5X7ytoH21d+7D2WDtkLUiSxFfnvsLl4st4v8v78BX6YtWVVegQ1oFlj65hLH+1dh2vCXwOv04zyD14eFjxBNM8ePDwn2HJiSVYc20NZrWYhedaPfegTweNfRsjqyKLkabvClq9AbNXn8bNAjkyC21nuCWGeplEtw2eKs8HhlKnRJW2CqfyTmFv9l4AwMZhG9HYz3bAKEDELGvpFN4Jw+KHYUvGFtwsvYnrJdfx6ZlPaW3CpeGI943H4ZzDGNZ4GADg1XavYsHhBdhyawuGxQ8zte33Zz/0i+mHj3t8bPf8v0//3ua6IEnNRbRL1aWY12Yexmwdw1jnTJCvpkhZSlO5FlENPUHYLQl0J87G0kiShFZP4lqefRdg5naO2xjgfMn5w4zBwXcxt3cTzD84H4/vLMHbHd5GtuoERGGboSnuCrg5mOZOBDkLUaJQo03frvV+bBIGEIQeJBrmA8ZLORi5+XLEyJo+6FNp0HAJLvxF/giRhODZVs/imb3PAABOTDqBm3kaDF/+L3MjgxAGlW2jmHx+BOK0Nx0e21fkS8tIq2sEXIHTWd11gb3SSCFXiOQA6l7z733qO//n9j9Y0nUJDow7AF+hb62P/3za8+ge2b3BVGt48PBfxBNM8+DBw3+GU3mUw9DpvNMOWtYPzQObI0AcAC+BV433cfhmkVPtLN3rDPUUHPDAJKMsA1eKr9CWlaqZgvXp09ORV5WH3Xd2s5Y5Xi66jC0ZW0zvm/g1MWWdGRnZZCSWn18OAPj6/NeYkzrHZDKgMWiQGpSKM1POoPWvlNPZrju7avXZKtSuBXcs6bnevSVpzsK3FqaeuBYITQE2mQWwdfr6+b2YMtOsDldcpUZOad2WZnOrReM58GimGTlfcB75inwodAr48iKgq0yCXh0M2JYgeuBoIt6BDMCt8hg0D+9Sr8dOlg7HsfOJSGpTv5mkzqLh3gFXUoIKTQI8mmm2SQpIwsHxBwFQGmYAJYavNWhZs2eTw70hlRVDFr4N4bIQAIPRzm8MjpWsRQhBBXX3yIaio+IAtYFfLDD7MCZ9cZSxL7lGjl13doHH4Zkme0iSRNqvVLBn79i98Bf5u/cDP0BifWJNr+e3me+w/dbMrVjSdYnbdOOEXCHahzV8d2IPHh5mPME0Dx48/GdY0WcFNt/ajDEJzOyXB8HFwovILM9Ehcb5IIQ74mCeWNqDo11oO5prZovAFjSXTSPvHnsXar0aL7Z+kbXjbFkOOaLxCPiJ/LB33F7kynMxeftkyPgyhEnDGNvdLr9tes0hOLRymo+6f+Tw/NuEtMHpfHMwOsEvATdKbwAA7snvOdy+oRHoZZVFwxdDLzUPtLtUcDDzl9PIWjoYdQ3HKpZ28V6ZW/fvJbLdpeOAA1IvA4/7iATTnGjzZoc3odKpECGLQLy4J3beq3a8c3MwrS40hk4WHMKIpPoLph26dwinKzeA1PeEgNMwddUqJBsg8bmNTHksgJppXNUFGWUZKFeXI9o7GoHiBx/ksww0G7XKSJAoU5eBw/FltN82tyvOF5zH1B3HEaWgyvwMOhlIvQh3Kyj9NRVhkX3PFwNhLXCDvMvYV6mqFAuPLoSUL6VlTrvq4vkw8X2/73G+4HytykU9ePDQcPEE0zx48PCfIVQaitmp7BbmDwIOQakzsZXxWeJoqDWjUyzm9IhHfoUKMiEPPA4H0QFU53X48n9x4W4Zrb0nM+3B0S6sHc5MOYOj949CrpWjQ1gHVk289TfWAwCGxg9lDabF+cSZXjf2bQySJMHn8BHtHY1xTcfhWsk1nMk/Y2rzYusXadv3j+1vem1PxNgaa7MMYyANgMmRtCacmHQCar0ap/NP46UDL9V4P65isC5J40tMv0sAyBGpXd5nt4QgHLpR6PJ27hDXtrcHPpeD5HBvVKp0yC5R0CJKOlIDgiuHviGnXbkTJ26BPaJ6mF7L9RfBEd8BqfUGQdQ8k7iWp+Q00bI4x41c5L3j7+Fq8VU80+oZdArvRFtnLAX0StyP68rJaIilsDxDEFQqJUTcmssq1AUjNo8AAExrNg0vt335wZ4MKHObSdsnIVwajk97mqUD/ER+UCrobYO9KK2tKK8oLOmyxCRZcbRwC7hCFQR+VDVAsNY5PU0RT4QekT0Y7tS7x+wGAPgIbLtJP6xszdiKzRmbMSx+GDqGd2Rts6zbMtwsu4lukd3q+ew8ePBQWzzBNA8ePHioI9YMXoNSVSnCZMwMImd5tmdjzO9PacCEeDMHwhue6ohTWSVIi/ZD4lv/AAD0nmDaA0XAFeBm6U3kK/LRLKCZ3WwEHyH74KFXdC9sHbEVQzcNxUenP8K4puMg5okBACsvrgQAJPkn4aXWLyFQHIih8UMBAOuGrEORsogWjHt85+MoUhbh0x6fIt433u65Xy25anNdbbRnRDwRhFwh/rj+B235h92YZgruRMKXwF+vRwmXSy3gCWnBtNsCvsv7fLpHfA2DadT/5UotrudVgOA5zhIL8hKisNL5gB+Xw2ENuBmqTVD0cN3J72HEmQmFL899iQp1BR5v/jiuK/6BNHYLNMXdAETX/QnWkKrbz4AgtGjbq7vb973u+joAwOZbmxnBtEhZpCkz9a7miNuP7Q585NNQUCBHYp/604daf309Lhdfxl83/3LYtkxdVvcn5CKWWfPeAm/kEWa5iMnto/HWkGYAgABxgOkZAwBcodlABwBGVP5uflN2F9jxKj7mV2Cedg6tXZAkCF/2/pK2jCAIhEpDa/1ZGioH71EltfaeraHSUBQpi6DRPxqalh48/JfwBNM8ePDgoY4Q8UQ1DqQlhMhwI1+OhFD7WRJ8Lged4unBGqnAc2t/0Hxx7gsAVJmkZWDLiFGzxt5MPM9C74utVCwlMAUFigKodOYASbOAZox2Ri3BHHmOw2CaJYHiQASKA3Gt5BoAILcqF038alY+1frX1qylPB+d/ggDGw1k2cI98Dl8cyANAIIS7To9OkOT4JoZJjhy8wzzESPIi+m6Rg+m1Sy7jcehAnePjGaaE222ZGxBXlUeRjQZASHHCwZNAEi9hG732sCQxKwEwdFi5/UktI6q+SQNGwKOABqDhvUeYlnirYPr2Zz1gYGQg+BVQKOvn/Nbe20t3j/xvtPtxzUdV4dn4zyJAYk4OP4gOOBAR+rQN6YvRFxqoi7Uxzxh5y3mQ8Sn7p335ffx69Vf4SPwwezU2dBWpIDvnQ69KhQFFSpUcijdzwpZHLzVlcD1bejGYWqBqvVqXC2+Cg7BQYsgymHTQBow/u/xAIAf+v/AqiH6MDM0fig23dqEwY1sSwksOLwAOfIccAgOLky7UI9n58GDh9riGXF58ODBQwNi+PJ/qRKtam7lV9ppTWfx8GScyCzB4BbuHWR5qDlcgsu63BmR5QhZBA6NPwSAbm1vLNvcmbUT8w9SosZzWs5h7qCaz3t+jmsl19A1wrEDYJJ/kmkGvVdULzzT6hl0X0dlwdytZGrgOItlIE3EFUGlpwKABYoCW5u4BctAIwCAJ4TeepmL+EoEOPlGbwi57H9bW3DcIJ1V00pRDniPlGZagFSAO8UKu22mJE2BXCtHkDgIKbIROHQqhVrh7iQZo1aeGzKGCY4WAHCt8jCAPrXenyV/DvsTVboqRMroro23Sm/R3lcZ8tx6XHdR6rUSMv9MXCkVowci6vx4a66tcal9kn9SHZ2Ja/A5fNrz55Men5hee4vMmbqWl2uRsgirr6xGhCwCs1NnI0bUHtmKCujlCWi3ZC/+FFQBHMBbngl7oewCRQGm7pgKCU+CE5NPmJYbJ2wM/0Er8lfavoJX2r5it40xmGn5nPfgwcPDgSeY5sGDBw8NCMtAGgBczXM+mDatYyymdYx18xl5qAmvtH0FJaoStAttV+N9GEiDScPMT+RnWn4k5wgKFYXIqshyaj+9onuhV3Qvp9rG+sSagmlhsjBI+Wax8WBJsJNnzuSvYX/hTsUdRHlFIUgShBf2v4CbpTfxRoc3arxPZ7AM4v2eQwUBLMs8awKHAIK9XNce43GZx3W1jDNAVrNgmI5UP1KaaZ+Ob4lXNlzEnB62MzGnJ083vdaTeQBHBZCuBUgfFCKu+7N39mbvxZ2KOxjfdDyt/Fyulbv9WHUDByRZf2mFk5Mm493j75re/zLwF9ZS+Gf3PouD9w5iS8aWBmGOdL3kOl459AqCJcH4rt93NttZBn+DJcF4vPnjputC5HsJPMUdcARF0BT3BmmZMWsnaMwjeIiURULMF5uWESDwbR/KtMfyefMosbTbUlwruYZY79gHfSoePHhwEU8wzYMHDx4eMPayTWRCz236YWRqs6m13sd9+X0M2jgIAHB2ylnwuVTWwJw9VBZarHcshsUPQ4TMfVkYR3LMekgavQZqi5Kp2gTTmvg1QRO/Jvjw1IdYfWU14n3icWzSMccb1hIBV4B5xaUAgCQNpUdTk2Cal5CHSrUOUf7iGhsJSPjmQE20vwR+3lS5qLPBNBGfCx7HiXNnOb1HTTMtJkCKdbPZxb6NbM3YCoVWgT4xfXCuci28mm6t1kwbXz8nWQOUORNAcFRIiHC/UPlnZz8DQGUuJQeaDQZSg1IxLH4YtmRsAQCIiQfvSMmGf8ULuFUgR6uuHerleOOajkNeVR6+S6cCUi2DWrK2c4fxiDtR69XILM+k3dvZaBnla3odKg2lmdxkKo4DADg8arInEOUWW9oOpoXJwrBj9A7aMoIg0Cmik40tHg0S/ROR6J/4oE/DgwcPNcAzSvPgwYOHBkbW0sGIXbANgMeZ81GG4URpRVP/pmgZ3BJ+Qj+77VyhkXcjXCy6CAD48+afmJE8A6HSUBAg0NSvaa33vz97PwAgozyj1vtyBgFXgPCozvi78DSEJImJQI0004zj4Z9m1DzTUKXTm/fHEvGqyyE3j3i0NNOc4ctzXyK3KhfNA5vX6XHc+XfleV0BwVHAgP6OG9eQzRmb8VbHt0zvC5WFMJAG8AghdKQaTQQj6+zYDxNyjRyTkiahW2Q3hMvCbQbNPu3xKUiQNkv+65s4nzj82P9HCGyUfO+b1x3pOeUY0Nxc71yiKsGBuwcg5okxsNFABAljUKi+Y1ovILTmHZC2n1sG0gCFlsq+lwlkpmWvH3kdAPB2h7ch4TcsN1YPHjx4sIcnmObBgwcPDYi1s+iz6gZPLO2RJUIWgR/7/wgA4HLMA7GD4w9CZ9DhRO4J0yDEqKNWW34b/BtSVqWYjs/n8tEjsgcIgnBLhsWsFrPw1fmv0DOqZ6335QxavRYLldchl0rgVa3HUxPtKuMWtfkKqtQWwbR6TlbhEI+WZpozdInogjJ1GbwF3kjzmowTZ9sDJOF+zbRq3HEr53tTge7rVfsBdHHDHs0QIECChFqvRpW2ylRyd77gPP7O/BsAUHl9EaLb1MyEpK4p9foaMt9MXCh5Cx3jh9X58X689CO+S/8OU5Km4NV2r9psZ2kk0xCQCWRoG9rW5vq4IBnigugmK7nyXCw8uhCh0lAMbDQQfUNn4ufzW6FXUs63BkvXjur7K5dFJDJHnoNBfw2CmCfGycknq5uT2JZJTR6+1u61Wn02Dx48eKhvGtYd3oMHDx4ecXzEfNp7T2baowuPw2Md9JSpyiDXyhEopsqt2NxCa0qZqsz0un1Ye+gNeqy9vhYA8Hza87UWSB7ZZCRGNqm/zBatQQt5dYnjoCoqI8I6K6xtrBOZfdU/Q0eOnPbolhCIk7fyqs+BBbcF2Jg7etQ005zh7Y5vm15ziesASXWJG1pZXn0xsNFAbL+9HQCw6vIqNPVrigP3DmDTrU2mNgRHZU8S64FCEmoQXBX0JNM1uK7gEByH18vCowtx+N5hvNj6RQyNH1pPZ2abOxV38PnZz+Ev8sebHd50ahsvgRe6R3Y3aXcWaC5D4HcSOl4FdOVt6I2rM9OcKkkH9Xt7uc3LACgHdA8ePHh4mPAE0zx48OChAcDjENAZSMQGWAnwNtCBi4e6J0eegwF/DgAAnJt6zpThMHzzcADAiMYjsGv0LgSIA9x2zEF/DTK9Tg5IpmXE8Tl8tk1cYv319fjkzCfoE90H73V5r9b7cwSXw8VwUgpCno92SkovzHrweyqrFGUKDXwlVNZWaZUGxVVqhPuKIRHwkFVUhUo1NUCvTZilc+NAfFT92jLjVMDlQKM3wEvk3i6Z5a3DGGB4VDTTnOFi4UWo9Wok+SfhgvwPSBvvgLa0I4Dhbj2OO4NzmuJuILiVSIzs7rZ9GjEG0gBgxYUV7I1IXoMNpnlXTsOd0gokd7SddeVO5qbNxdy0uQ7blavLUagshFKnrIezcky5uhy77+x2SWsz2jsaX/X+yvT+WNFWAADPi3LhfFrzPLYIq0uDhd5Aylicv6MCquj7iZRF4syUM7RlHIKDacnTavBJPHjw4OHB4wmmefDgwcMDhiAIXFzUDzoDCbGArqviyUx7dLHUQmMTzTeQBoTJwurs+J0jOoPP4WP/uP0gSdKmxo4rnC84jyptFbZkbKmXYJqQK8QwcRSOld/HIYkYvW20a7l4NwDg8c6N8OO/t03Ln+kZj+X7zfputYmLWDqA8nnmv2dCqBf0BhJ8FrdPd8EnqIzC+tZMczaQtH//fvTo0aNuT8aKlw++jPtV97Fm8BpoDApw+BWUo2cd4Y5bOamnriEh98HoSpF6meNGLKi0eizcfBk9E4NpWlzuhGvwB6kRQsxrWJpb89vMx5zUObUycHEn4bJwvNH+DZecMxVaBW6U3gCfy0dyQDImJU7Cd+nfYWLiRKy8Cqgs7yveYcDo7/Hb6tNAQT5tPwRBMJ4jeoMeP16i5AymNpvqyU7z4MHDQ4UnmObBgwcPDQCJgP127AmmPbpI+BLsG7sPXA6XFkxbM3gNKjQVSPBLcPsxj0w8YtIUM2alGctJ3cGC9gsQ4RWBgY0Gum2f9tAb9PhcfQcXfX0wolKO3rCvmWYZSANAC6QB7MYBrvD3c11w/242TU+IQxDgcOu2tNCsmVb77EJXWL16tc11mZmZWLhwIQIDA9G0ae3NLVwlyisKQp4QAq4AzaRDcOpyLEidDAiqn+OvPpaFSH8JejYNBkmSaPQalRl2+4NBNoOQwuBdAIDr8ngAbVjb1DU1MfBYfewO1p2+i3Wn7yJr6eA6OCugUroeYkk2rpUJ0R596uQYlnxx9gusu74OU5tNxVOpT9lsF+kVWefnYk2OPAcG0oAQSQgEXAEMpAEEKN3LQHEgJiROcGl/2ZXZmLpjKoLEQdg3bh+eafkMnm75NAgQ6OhTjLdXUUEzLUcEvoAK0ulZfAhy5bmYumMqxDwxto6kstsMMOCLc18AoBxSPcE0Dx48PEx4gmkePHjw0IDxxNIebYIkzJF9vG88DKTBLZli1nAITp3aSnoLvPFMy2fq7gBWaAwaXCSp8qo0lZpaWIvPV9uKPbGABw6LMHdd86A006ZMmcK6XKFQoGPHjuByuVi3bh3Cwuouw9IW3/f/3vRayiVhUFFlb+7+67Dt71JOOd7afJm1/dnsMuRXqJAU5g0xn4sJK48hq5jS+/NKotrkqK64+Sydx/hM+uHIbchVOjzfx7EhQUGlezL+bhXIUVKlQbtG/ox1Ol4uePw7kGvL3XIsRyh1SlRoKqDRa+y2W3FhBc7kn8HkxMnoGV13xiv35ffx7/1/4S/yx5ITS1CgKMC6IevQxK8J0lanMdo/n/Y8ZqbMdGrffA4fkbJI+Iup792y/L9nYjB2Nd0GZAF8gwq4tQc4vgKNlYOxByG0/ehJPfIV+RDzxKZlBAiMajLKdBwPHjx4eJjwBNM8ePDgoQHjcfP0YE2739oBACYnTcaCdgvcuu+hG4ciqyILgPscQh8kHIKDlOog2gAbBgQXF/VDi0W76v3c6pOGppn2+OOP4+LFi/joo4/Qq1evB3IO5epyGEgDZAIZbih2QRy1H9qKFoDNYmD3QJIkhnx5xOb60SuOOtxHRtUJd54SDSFXiNNTTjOWrziQgf9dvQYSgMFA4t2/qYDe2DaRCPcVM9rXBX0+OQgAOPRyT0QH0Ms5JVWDkScvRny75Ho5l5kpMzG26Vj4CHzstrtZehMnck+gT3TdZstdL7mOxccWo0VQCxQoCgAA2zO3Y2LSRNb2n5/93OlgWrxvPHaM3mF6/3369/jt6m8Y1WQUnmv1HMQGC3G0X0cDABZgD77B77T9BEuCsW7IOlqmNY/Dwzud3nHqPDx48OChoeEJpnnw4MFDA8RLxEOlSoceTeup5sjDQ0Pb0LY4lXcK3SK6uX3fpepSt+/zQSLkCvFOhQbXocZNAR8tWNp4i/gY2zoSf5y5h8wlgxiZY7ELtple8+q4HFOhpQJ+Yp4YBEFAqVNCpVdCwBEA4EKtV0Nv0IPP5YPP4UOr10Jr0ILH4UHAFUBn0EGpU0KjV0MCHgykASqdCjo95WjKgYD1GCRJQsgVgsthHsPdLFu2DOvWrcP48eMxb948t+/fWcZtHYf7Vffx+6DfUa6/D57sJvQq50XZXYUEoNbp0fTNf+rsGO4gOYAejCpXl2P5+eW4UloFoBPKlVrsuWrWwlJq9Q736W6H1IxCOSOYJtA1hl7hDS8HwS1nKVIWoVhZDF+hL0KkIYz1AeIAp8xfJidNRu/o3ozv1d1kV2YDoIw1jKy6sgrjmo6r9b71Bj2UOiVKVCXIkefg87OfAwDkGjnVQMzMFGRDwBWgWUAz2jIDacCBuwcAAF0ju3qy0zx48PBQ4QmmefDgwUMDZO+87jifXYbeScxOvIdHm5V9V6JAUYBwWbjb9/1z/59xo/QGIrzqLqhQnxhIA1b7eGGj0AujKuVoAXbNp2VjU7FsbKrD/YX5/L+9Ow+Lsur/B/6+B4ZhB1FUREAU3FDBhVwLXHKLR0Utl1TcW7VEW5QUze1bPpYPmiulqJVmZa7VDxVzV9LUStRSUUFcANn3mfP7g5gYZ4BhZBt4v66Lq+Hc577PuacP48xnzlK5I3C6ftUVAPDLqF/gYO6AMfvH4EbqDYR0CkOnhl0w9/hcRN6OxLyu8zCm9Rhs+n0T1l1ah1GtRuGDbh/g8J3DmPPLHLSx98Gy7utwM+UmAvcGws7MHuv7RMDExKzENr4Y8AV8G/tqtVGRDh06hLlz56J9+/b4/PPPK/TaT6O5eS+cv24FVW5DQL+8QLkdu/6owhJpXraVN13wyWRHfEY8vr769T+/9UDklQeIvPJvMk3CvwnnPxcNgJVC+6NF8VTarl/v4sUuLk/VR6VKYPY3l/DdhTgAwIn3eiOp3iJYN0jEqycAlDzwr0Tj2oxDcJdg7Lq2C92bdMfOazvxZcyX6OvaF6t6r9Kqv+WPLYi6G4VAz0AM8xhW4nU7N+pc/s4Y4H7mfZ3lL+zWvUZd8Q1uynIj9QZG7B2hVf5nku6pyiVJzE5EyIkQmMnMsLrvagCFibq3ot4CAJwacwpyMybTiMh4MJlGRFQDNbQxR3+vytn1jIybqcy0UhJpAOBRzwMe9Twq5drVIV+Vj92FG1micUHBU13ry6ldK6BH1UUAslyoKnNBvDLExsZi9OjRsLGxwe7du2Flpf9ugpXhxxE/qqf8NjAzQ0FaYXkFD6Iq9Xpv9vbAzcQMHPz9Pp5p5oBzscl6XbMyRu8Edw7G7bTbCGgRoFHexqENXmr5EradSNN5Xp+Vv6gfe4X+XGY773x7WSOZdisxE8mZeejsVpjcScnKg52FvNTRbFO3ak5D7fVRFGzaJJbZdmm2x2zH9399j6yCwpGbjhaFo8IP3zmMkXtHwk5hB9/GvshT5sHB3AErz68EALSs17LUZNoPf/+Aq8lX0c+1H7o0rrxNI55p/Ay2x2wvtc7lCZchIKAUSphK+n8ELGnTljld5hQ+yM/UefxJucpcnLp3SmPNNEiAt2PhFxkmkkkJZxIR1UxMphEREREAIPhoMCJvR8LS1BJnX668dZmqkgVkgKoA49N0r5lWlv0zeuHvhxno6VFxu5qW5OzYwue86MPm1wFf4/f4lH+meQLLn12OJT2XQP7PrpzT2k/DRK+JMJUVvp3r69oXh4afxN3kwk0Xmts3x9mxZxGf9gh5IgNK5Ohso2iap642KkJWVhYCAwPx+PFj7N+/Hy1atKiwaxuq+LpNt3POQdHwFAqyPAA8U6HtXLufrlX24VAvTOjeTGf9nHwlfo19jEa2Cng2slGP+prc0x27/sm13c35rUL7CABrfluDPFUeujTuojElUZIkzO8+Hz/9cgTxyK7wdnv/9yiAwnXQXv78jDp2K2vXz9IUJdIA4FH2I/Xja4+vAQDO3T+ndc6eG3sQ0i2kxGueiD+Bn2N/hquNa6Um01RCx/aZT5AkCRIkjdjXh4vNv8nPyJGROHXvFA7eOoiryVfh09AHyHikdc4Bq+F4conGeop6WNZrmUb7cpkc2weXngQkIqqpmEwjIiIiAMDFhxcBaH6oNGYKEwUOekxE4i9LkdGyP6xR/mRaO2c7tHOumHWYymIp11wHysLUAuYmuerfFSYKoNjgDbmJXCPpZSozhYWpBcxMCj9YyyQZCgrkyMmTQyYvvHddbRT3ZBsVYdq0abh48SIWL16MQYMGVezFDTR6/2gkZCZgXb91eJD3J8zqn4AQpqjoZNpvd1PUj89/0A/1rRWl1jeXm6CX57+J20PBfvjl+iO80N4Ju34oLLM0rfjpxnmqwl0p9/69FwHNA7SOD2rXGOEnbqGFoxWG+ThjZeR1g9sqvg5hkedWRBl8PQBIj/k/AMCuV7ujo6utOsFclviMeIzePxopuSkAgG//8y1G7hupd7ut6rUq9Xhf175wtXGFV4PKXTPNQm4BN1s3tHFogxV+K3Dx4UWM/3G8+riDueHzl2WSDBO9JiKnIAeOFo74KuYrXHt8DXHpcRjderTOc67J22iVWcot8Z8W/9EoE0LgbvpdAICztbPGTqFERDUdk2lEREQEAJjfbT723thbZev8VIXvUq5gjbMTRirvIxS610yrnQSy8goQm5QJSWYCIUxhKplXeS8++eQTfPXVVxg6dChCQkoewVPVUnJTkJyTDKVKiV+vNoCJhT+UWc3xZ6bu6YyGauFojXO3CoeUlZVI08WjoTU8GlojOTNPXXY34w6SspP0WgC/vIqPQipuzoBW8HK2xbOejmhgrdCZTFs8rB26N3fAlYR0HLryAPEp2Qjo4IRF+64Y1BchRInTPc+F9MUzSw+rfze1vQiZPAXbfjWBb7OBerex78Y+dSJtdZ/VaFmvJUK6hmDp2aUACpNQEQMjYCW3wr3MezCVmSIjLwNT/1/hTph2itIT7f3d+uPdY+9i0++b9O7Tk9rWbwt7hT1Sc1OhMFHgdtptJOUk4Q2fN2BrZouAFgHo0aQH9gfuV5/j09BHvSNzgargqaZQ3s+8jx9v/QhbhS1MZCZY2mspPr3wKWZ0nFHiObpeZVNzU7Hh8gaYykwR3DkYQOFU/KJ13U6POQ1rM2uD+0lEVNWYTCMiIiIAQG/X3ujtWnmLm1e1fGU+1iSeKfwlO6Va+1LVsvKU+Pthxr8FwgRSOad3Pa2oqCi8++67aNWqFbZu3Vrhuzo+jXX91iFflQ8XGxcoM+5AmaE9kqYiqFQVk7w1M9X8f+f/jX+JdYuSKOXxqveruJV6q8T1v8zlJgjs2FSrfM8bPeHtYq9R5tHQBkO8/13X8cajDGw/c6dc/dE1eq1IY1tzNLTRTAxbOO8AAJxIvgNA/2Ra8YSkv4s/AGB069HqZFpyTjKa2TUDADhaau+ufeHhhVKvP/uXp9+x9kqS7mTkZxc/AwD8HPszwvuHI6sgC6YyU1jJNdcj1HeUXkky8zPxIOsBHmQVbjzRyqEV1vdb/2+FdoHAEc3NCHSFfUZ+BrZd2QZzE3N1Mg0ArOVMoBGRcWIyjYiIiGq9WfU6Aij/NE9jU6DrU6ykhCTLhbIKR+UlJCTgpZdeglKpxIgRI7B3794S63bo0AEdOnSosr4BwI+3fsS6S+sAADb/5NGy7gZVeFJNVcLi7eVlrWOXzJLcTLmJ5vbNy3X9o3eP4mryVQR6BJbrPBNZ2X9P8wPaYvuZO2hazwIn3utTYr1hn53ExWLTYkuyb0YvAMDG8Z0xfdt57Hq1Oyb/sw/CoNZtSzlT2wjPEQj0CNR6Xfiwx4c4ee8k+rn2K/X8Z52fLfV4QmZCufpjiAsPL6DT9k4ACncP3TJwS4Vev6VDS3Rw7IA2DiX8bbQbCRxZolHUzEJ7fT1ruTWmtJuikdwzMzHD6bGnK7S/RERVhck0IiIiqpVMZaY42GwMVMdXwqJN1Y7KqijO9ha4n5YDl3r6rZOVladj11JR+HZPhorfBbIk165dQ2Ji4Q6Ly5YtK7VuaGholSfTihJpxVm6RKjX3qooygpKpgGFUw6Tc/7d8dPJyklnssbFVvdUzdJcTb4KANjz9x70dO6p93lWeiT5FKYmem0o8OFQLwxZc7LUOu4NrOBoUzhdtr9XY/V1o5tGo0BVAIVp+abSyiSZzgX5Az0DEehZcmKxp3NPnIw/qd6JsiSD3QejsWVjBHoGqke+lYcQhbtv5qvyYSYzg0ySIbsgG12/0r278PkH58vdRlnkMjm+HPxluc4Z2M0Hpx2c8VKxnVvtFHZ4u/PbFdw7IqLqU6XJtA0bNuDYsWM4f/48/vrrL6hUqhK3Wy7NwYMHsWTJEly6dAkKhQJ9+/bFxx9/DHd390roNRERERkjSZIwOPZrwKUJkHEW5Z/8Vv3qWyvgYGWm9xRJG3O5en0tG3M50nPyIVRmUOY4QTzFuknl5e/vb9B7vOqkzGmEXa92r9hrVtA0TwB4zfs1fHbxM/R364/53edrHd9xdQeuJF3BpYeXDN45Ut84e3dgKzzOzIN7A6uyK+upQ1N7HAp+Dg1tzWFrXr7E743UG0jLTYNnPU80sHj6nXfnHZ+HfTf3IaB5AJY/u1zr+DCPYfB29C4zmRbkFYQgryCD+yFJEkwlU43RXE9uIlLtYo//+1gmBxQ2sPEegk98NGMpKz8LP8X+BJkkU08nzinIQfevC//mTow+oTVFlYioJqvSZNry5cuRlJSEjh07IjMzE3FxceW+xvfff4+RI0fC29sbK1asQGpqKlatWoWePXvi119/RZMmTcq+CBEREdV6Qgj0yQOOmAHdsgunHRVPFjy5k2VNVZ61xmzNTeFW3woWchOYmcpwOS7lnyOyCptyWBv0c+2HQ3cO4YsBX8DOrB7O3r6D55q3hpud4bse6lKRybTRrUeXuHsiAJxJOIPDdw6jTf026k1EiseOEAJpeWmQSTLsu7EPW/7cojWyrbTRWMW97u9hwB2UzaOhjUHnjd5f+Ly80PwF/N+zTz+6cN/NfQCA/Tf360ymRSdE43j8cbjYuFT6Tp26RI6MRFZBFhpaNMQXf3yh3uDAkNFvT+3shn8fL0gssVpKbgpCT4XC3MRcY22+ApWO0bREREagSpNpR48ehaurK2QyGQICAsqdTMvPz8eMGTPg4uKC48ePw9q6cMHKQYMGoXPnzli4cCE2btxYGV0nIiIiIyNJEpZnAD+okjE2vXAx/uJTurILtNf1MXaSJMHO4t9RPQpTE+QWKKuxRzXTJ/6foEBVALlJ4XPV0qFykkMVmb/cfmU7Nv2+CQHNA/CO7ztaxwe7D8bhO4ex7OwyLDtb+tTakuQp88quVAPN7jwbW69sxRveb1TI9Sa0nYCtV7ZiUrtJOo8fjz+OhMwEXEu+hoDmARXSZnk0tmqsfjyz00y0b9AeH575EHJZ1U3lVrN3Ax78AQz6uNRqChMF/Jv6q//misoiR0YCMJ4vN4iIilTpAiLNmjWDTGZ4k7/88gvu3buHqVOnqhNpAODj4wN/f3/s3LkT+fn5FdFVIiIiqgUsIdSJtLqoheO/06ac7flhtYgkSRof6itLRY5MO3nvJJJzkrH77906jz/v9vxTt9G+QfunvkZ1mNhuIg6/eNig9eJ0ecf3Hfwe9LvGrpPFBXcOhoe9h94j+SpbjjIHidmJSMtNq/rGi0Y/lrFraH2L+ljddzU+8f+k2KkSGls1RmOrxjrXriMiqsmMagOC6OhoAED37trrWXTr1g1HjhzB9evX4eVV9cOtiYiIyDi83eltrLqwChPaTqjurlQ6UxMZOjS1r+5u1Fk6d1c10JKeS7A9ZnuJO25KkoQzY8/gs4uf4aWWL2HblW1wsnbCuYRz6NakG/q49EFDy4bIV+XDTmEHIUS5phDXdFV5LwPdB2Kg+8Aqa68srjauAICmNk2rvvGipHReZqnV8pR5OHf/HF479JrO4+dePsfRaURkVIwqmXbv3j0AgLOzs9axorL4+HidybTc3Fzk5uaqf09Lq4ZvboiIiKhqybQX3Z/SfgqmtJ9SDZ2huqa9sx0OxTyokGvVt6iPtzq9VWodK7kV3vV9FwDUmxRMbT9VZ93alEir67waeOH0mNPVs4D/n/+MlIycD/ScWWK1pOykEhNpAIxuwxIionIn01JSUrBq1Sq968+cORMODhWzmGtWVhYAQKHQ3vba3Nxco86Tli9fjkWLFlVIP4iIiMhIPPMK8PNcoN3I6u4J1UGv+DWH3FRCn9YNq7srVMtZm1mXXakalbZGZWuH1jVvl1IiojIYlEwrT1Jq3LhxFZZMs7QsfJEtPsKsSE5OjkadJ82dOxfBwf+ue5CWlgYXl4pZV4GIiIhquBo0CocjMPRn7M+Vudyk0na+JKoRFiQDu18BfKeVWs1WYQsAkCDh0oRLHBlJREav3Mm0Zs2aVdsbmyZNmgAonMrZpk0bjWPx8fEAdE8BBQpHs+ka0UZERERUFUxMCqec5ufnw8KCawPpo6CgAABgampUK5MQ1R0yE2BEeJnVbMxssL7fehSoCphII6Jawai2TfH19QUAnD59WuvYmTNnYGtri5YtW1Z1t4iIiKimsrAv/K+pebV2AwDkcjkUCgVSU1ONfsRVVUlLS4OJiYk6EUlExklhokBP557wc/Gr7q4QEVWIGvs1X0JCAlJTU+Hq6qqeuunn5wcnJyeEh4dj1qxZsLYuXBvg0qVLOHr0KCZNmgS5vPK3OSciIiIj4T0GcO4CODSv7p4AABo0aID4+HjExcXBzs4OcrmcozR0EEIgMzMTaWlpcHJy4nNERERENUqVJtP27duHS5cuAQD+/vtvAMCSJUsAAPb29njzzTfVdefOnYuIiAhERUXB398fQOE3uv/73/8watQoPPvss5g2bRrS0tLw6aefwtHRkRsMEBERkSZJAhxrzqh1W9vCdYMSExPVS1SQbpIkwd7eHnZ2dtXdFSIiIiINVZpM++677xAREaFRNn9+4bbdbm5uGsm0krz44ouwsLDAkiVLMGfOHCgUCvTt2xcfffRRieulEREREdUUtra2sLW1RX5+PpRKZXV3p8aSy+Wc3klEREQ1kiTq6KIdaWlpsLOzQ2pqqvpbYiIiIiIiIiIiqpv0zRUZ1QYERERERERERERE1YnJNCIiIiIiIiIiIj0xmUZERERERERERKQnJtOIiIiIiIiIiIj0xGQaERERERERERGRnkyruwPVpWgT07S0tGruCRERERERERERVbeiHFFRzqgkdTaZlp6eDgBwcXGp5p4QEREREREREVFNkZ6eDjs7uxKPS6KsdFstpVKpcO/ePdjY2ECSpOruToVIS0uDi4sL7t69C1tb2+ruDlUzxgMVx3ig4hgP9CTGBBXHeKDiGA9UHOOBiquN8SCEQHp6Opo0aQKZrOSV0ersyDSZTIamTZtWdzcqha2tba0JZHp6jAcqjvFAxTEe6EmMCSqO8UDFMR6oOMYDFVfb4qG0EWlFuAEBERERERERERGRnphMIyIiIiIiIiIi0hOTabWIQqFAaGgoFApFdXeFagDGAxXHeKDiGA/0JMYEFcd4oOIYD1Qc44GKq8vxUGc3ICAiIiIiIiIiIiovjkwjIiIiIiIiIiLSE5NpREREREREREREemIyjYiIiIiIiIiISE9MphEREREREREREemJyTQDqVQqfPrpp2jdujXMzc3h4uKC2bNnIzMzU6vuN998g0mTJsHb2xtyuRySJCE2Ntagdrdu3YqOHTvCwsICjRo1wtSpU/Ho0SOtepGRkXj11Vfh6+sLc3NzSJKEo0ePlqutc+fOYebMmejZsyesra0hSRK2bNmis+6FCxcwZ84cdOrUCfXq1UO9evXg6+uLtWvXIj8/34A7NS6MB02xsbGQJEnnT7t27Qy4U+PCeNCWmJiId999F61bt4alpSUaN26MPn36YM+ePeW8S+NT2+NBCIHt27dj9OjR8PDwgKWlJVxdXTFkyBCcPXtW5znLly/Hiy++iObNm0OSJDRr1sygezRWNTkmcnJysGnTJgwdOhTNmjWDhYUFmjdvjjFjxiAmJqZc7d27dw8TJkyAo6MjLCws0KVLF+zatUtn3dzcXCxYsADu7u5QKBRo0aIFlixZwvcQT6gL8XDmzBmMHDkSHh4esLGxgY2NDdq1a4dFixYhNTXVoHs1JowH3eLi4jB9+nS4urpCoVCgcePGGDRoEK5cuWLQ/RoLxoO2Gzdu4OWXX0ajRo2gUCjg4eGB0NBQ5OTkGHSvxqQuxMO1a9cwZ84c9OnTB/b29pAkCQsXLtRZ9/r161iwYAG6desGR0dH2NjYwMfHB0uXLtX5nFQ4QQaZOXOmACACAwPFxo0bxaxZs4Spqano3bu3UCqVGnX9/PyEubm56Nq1q2jVqpUAIG7dulXuNj/55BMBQPj5+YkNGzaI+fPnCysrK9G2bVuRkZGhUTcoKEjI5XLRsWNH4ePjIwCIqKiocrUXGhoqZDKZaNu2rejRo4cAIDZv3qyz7qhRo0T9+vXFlClTxNq1a8Xq1avFgAEDBADRv39/oVKpyn2/xoTxoOnWrVvq52Pbtm0aP/v27Sv3vRobxoOmzMxM4enpKczNzcWMGTPEpk2bxEcffSTatGkjAIi1a9eW+36NSW2Ph+zsbAFA+Pj4iJCQEBEeHi4WL14snJ2dhSRJYtu2bVrnABAODg6iX79+ol69esLNza3c92jManJMxMTECACiV69e4sMPPxTh4eFi3rx5ol69esLMzEwcOXJEr/aSkpKEu7u7sLKyEvPnzxcbNmwQfn5+AoD44osvtOoPHTpUABCTJ08WmzZtEpMnTxYARFBQULnv1dgwHjTjISIiQgwaNEgsWLBArF+/Xqxdu1ZMmjRJyOVy0a5dO5GVlVXu+zUmjAft14cLFy4IBwcH4ebmJkJDQ8Xnn38uVqxYIUaNGiWOHj1a7vs1JowHzXiIiYkR9vb2wtraWrz33nti/fr1IigoSEiSJAYMGMDPnMUYazxs3rxZSJIkPDw8RJ8+fQQAERoaqrPue++9J6ytrcXYsWNFWFiYWLdunXjppZcEANGhQ4dK//eCyTQD/PHHH0KSJDF8+HCN8rCwMAFAfPnllxrlt2/fFvn5+UIIId544w2DAvnRo0fC0tJS+Pr6ioKCAnX53r17BQCxdOlSjfpxcXEiJydHCCHEihUrDPqwfP/+ffUfyK5du0r9sHzixAmRnZ2tVf7yyy8LALU6gcJ40FaUTCvpha82Yzxo++qrrwQAsWrVKo3yx48fCysrK+Ht7V2uto1JXYiH/Px8nR9m7t+/L+rXry8aNmyo9Qbvxo0b6sdeXl51KplW02MiMTFR/Pbbb1rX+PPPP4WZmZno3LmzXm2+8847AoDYu3evuqygoED4+voKBwcHkZ6eri4/cOCAACCCg4M1rhEcHCwAiJMnT+p7q0aH8aAdDyX5+OOPBQCxc+dOvdo0RowH7XjIzs4WHh4ewsfHR6Smppbr3owd40E7HoYOHSokSdL6d2HZsmUCgM4v8GqLuhIPSUlJ4vHjx0IIIaKjo0v9TBkdHS1SUlK0ykNCQgQAsXr1ar3aNBSTaQYo+p9z7NgxjfLs7GxhaWkpBg0aVOK5hgbypk2bBACxdetWrWPNmzcXbdq0KfFcQz8sF1fWh+WSFP2hLV++3OC2azrGg7biybTs7GyRmZlpcFvGhvGgbf369QKA+OabbzTKVSqVaNiwoejRo4fBbdd0dTEeihs+fLgAIBISEkqsU9eSacYWE8V16tRJKBQKveo6OzuLFi1aaJVv3bpVKyFS9MXbnTt3NOreuXNHABCvvfaaXm0aI8aDdjyUZOfOnQKAWL9+vV5tGiPGg3Y8REREaCRacnJy1F8A1XaMB+14sLW1Fa1atdKqe+/ePQFA9OnTR682jVFdiYfiykqmleTy5csCgHjllVfK3WZ5cM00A0RHR0Mmk+GZZ57RKDc3N4ePjw+io6MrpU0A6N69u9axbt264erVq8jIyKjwdp9WXFwcAKBRo0bV3JPKw3go2cqVK2FpaQkrKyu4uLhgwYIFyM3Nre5uVSrGg7Y+ffrA1NQUc+fOxcGDBxEXF4fff/8dU6ZMQUpKCkJCQqqtb5WtrsdDXFwczMzMYG9vXyXtGQNjjQmVSoWEhAS9/j1PSEhAfHw8unXrprO94n0qeuzs7AwXFxeNui4uLmjSpEmlPCc1BeNBOx6KZGVlITExEXfu3MHu3bvx3nvvwczMDP369SuzTWPFeNCOh4MHDwIA7O3t8dxzz8HCwgLm5ubo2LEjfv755zLbM2aMB+14yM3NhaWlpVbdorJz585BCFFmu8aoLsRDRamqHASTaQa4d+8eGjRoAIVCoXXM2dkZiYmJyMvLq/A2i66vq00hhLpOTZGRkYEVK1bAzs4OQ4cOre7uVBrGgzaZTIY+ffpg2bJl+OGHHxAeHo62bdti8eLFCAgIgFKprLa+VTbGgzZPT0/s3LkTubm5eOGFF+Di4oIOHTrg4MGDOHLkCAYPHlxtfatsdTkeDh48iHPnzmHUqFEwNzev9PaMhbHGxPr165GQkICgoKCnbg8A4uPjNerrqltUv3jd2obxoB0PRRYsWABHR0e4ublh+PDhsLKywr59+9CiRYsy2zRWjAfteLh27RoAYMSIEbCzs8OOHTuwbt06JCYmYvDgwTh06FCZbRorxoN2PHh5eSEmJgb379/XqBsVFQWg8PPn48ePy2zXGNWFeKgISqUSixcvhqmpKcaOHVupbZlW6tVrqaysLJ1BDED9gSErKwtmZmYV2iYAne0Wb7OmUCqVGDduHG7duoWvvvoKDg4O1d2lSsN40Obq6orDhw9rlE2ZMgXTp0/Hpk2bsGPHDrz88svV1LvKxXjQzd7eHh06dMDUqVPh4+OD+Ph4rFy5EkOHDsXhw4fh7e1drf2rLHU1Hv766y+MHz8ezs7OWLlyZaW2ZWyMMSZOnTqF4OBgeHt7Y968eRXeXlnPSXW/flUmxkPJ7b3yyisYOHAgUlJScPr0aRw9ehSJiYlltmfMGA/a7aWnpwMAWrdujb1790KSJABA37590bZtW4SEhNTa0YqMB+32Zs+ejZdffhlDhw7Fxx9/jGbNmuHs2bN46623IJfLkZ+fj6ysrFr52bMuxENFePvtt3H69GksW7YMrVq1qtS2mEwzgKWlJR4+fKjzWNGWvLqGn5YlIyNDa5ikg4MDzMzM1NfLzc2FhYVFhbVZGVQqFSZPnow9e/Zg6dKlGDNmTHV3qVIxHvQXEhKCTZs24cCBA7U2mcZ40Pbzzz9j8ODBOHDgAAYOHKguHz58OFq3bo033ngDJ06cqLb+Vaa6GA+3bt1C3759IUkSfvzxRzg6OlZaW8bI2GLi/PnzeOGFF9CkSRMcOHBAr1GGxdt7kq72LC0tS1wCICcnp0b+e1ZRGA8lt+fp6QlPT08AwMiRI/Hzzz9j4MCBkCSp1r63ZDxot1fUpwkTJqgTaUBhfPTo0QPHjx9HZmYmrKysymzb2DAetNsbO3YskpKSMH/+fPj7+wMAzMzMMG/ePBw4cADR0dGwtbUts11jVBfi4WnNnz8fa9aswfTp0zF37txKb4/TPA3QpEkTJCYm6vyjj4+PR4MGDQzKCP/3v/+Fk5OTxs+pU6fUbRZdX1ebkiSp61QnlUqFqVOnYuvWrQgNDa2yDHR1Yjzoz8XFBSYmJrX6m2XGg7aPPvoIVlZWGok0AGjcuDGeffZZnDlzpsKHpdcUdS0eYmNj0bt3b2RkZCAyMhLt27evlHaMmTHFxIULF/D888/Dzs4OUVFRJU7FfFJZ7QGaU0aaNGlS4lTO+Ph4vds1RowH7XgoyYABA9CoUSOsXbtWr3aNEeNBOx6aNm0KoPA9w5OcnJwghEBqaqpebRsbxoPu14cZM2bgwYMHiI6OxokTJ/DgwQOEhoYiNjYWTk5OtTaZVhfi4WksXLgQS5YswaRJk7B+/fpKbw9gMs0gvr6+UKlUOHfunEZ5Tk4OLl68iC5duhh03QkTJiAyMlLjp2jqk6+vLwDg9OnTWuedOXMGrVq1grW1tUHtVpSiRNrmzZvxwQcfYOHChdXan6rCeNDfzZs3oVQqa/WGFIwHbfHx8VCpVDoXhC0oKIBSqYRKpaqGnlW+uhQPsbGx8Pf3R2pqKiIjI9GxY8cKb6M2MJaYuHDhAvr16wcbGxtERUXBzc1N7744OTnB2dkZZ86c0dkeAI379PX1RXx8PO7evatR9+7du7h3757Bz4kxYDxox0NpcnJykJycrHfbxobxoB0PRYutFy0oXlxcXBxMTU1r5ZQ+gPFQ2uuDQqFAly5d0LNnT9jb2+PXX3/Fo0ePavU6vHUhHgy1cOFCLFq0CEFBQQgPD9cYxVqpKnWv0Frq8uXLQpIkMXz4cI3ysLAwAUBs27atxHMN3Zb24cOHwsLCQjzzzDOioKBAXb53714BQCxevLjEc1esWCEAiKioqHK1WdyuXbsEALF582adx1UqlZg8ebIAIObNm2dwO8aI8aAtMTFRq0ypVIpRo0ZpbXFd2zAetA0bNkzn//ebN28KS0tL0b59e4PbrunqSjzExsaKZs2aCTs7O3Hu3Llynevl5SXc3NzKdY4xM4aYuHDhgnBwcBAuLi7ixo0b5WqryJw5cwQAsXfvXnVZQUGB8PX1Ffb29iItLU1dvn//fgFABAcHa1wjODhYABDHjx83qA/GgPGgHQ8JCQk6r7FlyxYBQEyePNmgPhgDxoN2PFy9elWYmJiIzp07i/z8fHX5xYsXhUwmE88//7xBfTAGjAfteNAlOztb9OzZUygUChETE2NQH4xBXYmH4qKjowUAERoaWmKdRYsWCQBi/PjxQqlUPnWb5SEJUUv3jq1kM2bMwJo1axAYGIjBgwcjJiYGYWFh6NmzJ44cOQKZ7N9Bf8eOHcOxY8cAAPv378fZs2cxe/Zs2NvbAwA++OADvdpcuXIl5syZA39/f4wZM0a9gLeLiwuio6M1ssKXL1/G3r17AQAnT57ETz/9hMmTJ8Pd3V3dfzs7u1Lbu337NrZt2wYA+PPPP7Fjxw4MHz5cPdpg/Pjx6kzznDlzsHLlSnh7e2POnDla12rRooXOLXVrC8aDZjwMHz4caWlp6NGjB1xcXJCYmIjvvvsO58+fx9ChQ/H9999rPCe1DeNBMx6io6Px3HPPQalUqjcgiIuLw7p165CcnIw9e/YgICBAr/s0RrU9HtLT0+Ht7Y1bt25hxowZWlu2A8Dzzz+vMSJ127ZtuH37NgBg9erVyMvLw+zZswEAbm5uGD9+vF73aaxqckzcvn0bnTt3RnJyMkJDQ3XunBgYGFjm+kRJSUno3LkzkpKSEBwcDGdnZ3z99dc4evQowsPDMWXKFI36//nPf7B//35MmTIF3bt3x+nTp/H5559j3Lhx6tea2orxoBkPnTp1Qv369dG9e3e4uroiNTUVJ06cwJ49e+Ds7IxTp07BxcVFr/s0RowH7deHefPmYfny5ejRowdGjx6N5ORkhIWFIS8vDydPnkSHDh30uk9jxHjQjIc///wTEydOREBAAJo2bYoHDx4gIiICN27cwObNm/n+oRbEQ2pqKlavXg2gcDfRdevWoXfv3ujTpw8AYMiQIeq/+c8++wxvvvkmXF1dsXjxYq3Pl40aNcLzzz+v130apEpTd7VIQUGB+O9//ytatmwpzMzMRJMmTcSsWbNEenq6Vt3Q0FABoMSf8ti8ebPo0KGDUCgUwtHRUUyaNEk8ePBAZ73S2tQnKx0VFVXqNYqPXPDz8yu1blBQULnu09gwHjTjITw8XPj5+YlGjRoJuVwurK2tRdeuXcVnn31W5d8YVAfGg/bIpgsXLogRI0aIhg0bChMTE2Fvby8GDBjwVCPijEVtj4dbt26Ver6ueCjt3ww/P79y3acxqskxUdbftr6vEUIIERcXJ8aNGyfq168vFAqF6Nixo9ixY4fOutnZ2SIkJES4ubkJMzMz4e7uLj788EORl5dXrns0RowHTWvXrhV9+/YVTk5OQi6Xq0cwv//++zpHvtc2jAfdNmzYoO6fvb29CAwMFH/88Ue57g/mUQMAAAhvSURBVNEYMR403b9/XwwbNkw4OzsLuVwuGjRoIAIDA8XZs2fLdX/Gqi7EQ1nvK4vPhAkKCiq1bmW/p+TINCIiIiIiIiIiIj3V3nlWREREREREREREFYzJNCIiIiIiIiIiIj0xmUZERERERERERKQnJtOIiIiIiIiIiIj0xGQaERERERERERGRnphMIyIiIiIiIiIi0hOTaURERERERERERHpiMo2IiIiIiIiIiEhPTKYRERERVZGJEydCkqTq7gYRERERPQUm04iIiIgMJEmS3j+xsbHV3d1y+eGHH7Bw4cLq7gYRERFRjSMJIUR1d4KIiIjIGG3fvl3j9+PHj2Pjxo2YPn06nn32WY1jgYGBMDMzg1KphLm5eVV20yATJ05EREQE+FaRiIiISJNpdXeAiIiIyFiNGzdO4/eCggJs3LgR3bt31zpWRC6XV0XXiIiIiKiScJonERERURXRtWZaUVlSUhImTpyIBg0awMbGBsOGDcP9+/cBABs3bkSbNm1gbm6O1q1bY8+ePTqvv3PnTvTq1Qs2NjawtLRE165d8e2332rVO3DgAPz8/NCgQQNYWFjA1dUVw4cPx/Xr1wEA/v7+iIiIAKA5lXXLli0AgKtXr+L111+Hl5eXuq3OnTsjPDxcq62FCxdCkiRcuXIFb7/9NpycnGBpaYm+ffvi2rVrAIDvv/8enTp1goWFBZo1a4aNGzdqXUeSJEycOBGHDh1Ct27dYGlpicaNG+Ott95CRkaGnv8HiIiIiJ4eR6YRERER1QADBw5E06ZN8eGHH+Lvv/9GWFgYAgMDMXz4cGzcuBFTpkyBubk5wsLCMHLkSFy/fh3u7u7q8z/44AMsXboUAwcOxOLFiyGTybB79268+OKLWLNmDd544w0AwC+//IIhQ4agXbt2mDt3Luzt7XHv3j0cOnQIf//9N1q2bImQkBCoVCocP34c27ZtU7fRo0cPAMDRo0dx7NgxBAQEwN3dHZmZmdi1axemTZuGR48eYe7cuVr3FxQUBGtra8ybNw+PHj3CypUrMWDAACxevBjvvvsuXnvtNUyePBmff/45XnnlFbRt2xa9evXSuMaFCxfw7bffYtq0aZgwYQKioqIQFhaGP/74A5GRkZDJ+D0xERERVQFBRERERBVi8+bNAoDYvHmzzuNBQUHiybdfRWWvv/66RvmsWbMEAOHi4iJSU1PV5ZcuXRIAxPvvv68uO3/+vAAg5s6dq9Xm0KFDhY2NjUhLS9O47oMHD0q9F119LZKRkaFVplQqhZ+fn7C1tRV5eXnq8tDQUAFABAQECJVKpS7/3//+JwAIGxsbcefOHXX5w4cPhUKhEKNHj9a4PgABQOzevVujfObMmQKA+Prrr0u9HyIiIqKKwq/viIiIiGqAt99+W+P3og0MJkyYAFtbW3V5hw4dYGtri7/++ktd9uWXX0KSJAQFBSExMVHjZ8iQIUhPT8fp06cBAHZ2dgCA7777DgUFBQb11crKSv04JycHSUlJSE5ORv/+/ZGWloarV69qnTNz5kyNKa5F9zdkyBC4uLioyx0dHdGqVSuN+yvSqlUrDBs2TKPs/fffBwDs3r3boHshIiIiKi9O8yQiIiKqAZo3b67xe7169QBAYypn8WNJSUnq32NiYiCEQOvWrUu8/oMHDwAAb775Jvbs2YPXX38d7733Hnr16oWBAwdizJgxcHR01KuvGRkZWLhwIb755hvcvXtX6/jjx4+f+v5u376tVd6mTRutMicnJ9jb2+PmzZt69Z2IiIjoaTGZRkRERFQDmJiYlKtcCKHxWJIk/PjjjyXW9/LyAgDUr18f0dHROH78OCIjI3Hs2DHMmjULoaGhOHjwILp3715mX8eOHYv9+/dj+vTpeO6551C/fn2YmJjg4MGD+PTTT6FSqSr0/oiIiIhqEibTiIiIiIycp6cnfvrpJ7i6uuocvfUkExMT+Pv7w9/fHwBw+fJldO7cGUuWLMGBAwcAQGvX0SIpKSnYv38/xo8fj/Xr12scO3To0NPdSBliYmK0yhISEpCSkqI18o2IiIiosnDNNCIiIiIjN378eADAvHnzoFQqtY4XTfEEgMTERK3jrVu3hoWFBZKTk9Vl1tbWAKBRBvw7kuzJkWMJCQkIDw838A70c+3aNfzwww8aZR999BEAaK2lRkRERFRZODKNiIiIyMj5+vpi4cKFWLhwIXx8fPDiiy+iSZMmSEhIwPnz53Hw4EHk5eUBAKZNm4a4uDj0798fbm5uyM7Oxs6dO5Geno4JEyaor9mtWzesWbMGr7/+Ol544QXI5XJ07doV7u7u6N+/P7Zv3w4LCwv4+vri9u3b2LBhA9zd3TXWcqto7du3x7hx4zBt2jR4enoiKioK3377Lfz8/DBq1KhKa5eIiIioOCbTiIiIiGqB0NBQdOnSBWFhYVi1ahUyMzPRsGFDtGvXDmFhYep648ePx5YtWxAREYFHjx7B1tYWbdu2xbfffosRI0ao640ZMwa//fYbduzYgV27dkGlUmHz5s1wd3fH9u3b8f7772Pfvn2IiIiAp6cnli5dCrlcjkmTJlXaPXbq1AmffPIJQkJCsH79etja2uLNN9/EsmXLIJNxwgURERFVDUlwdVciIiIiquEkSUJQUBC2bNlS3V0hIiKiOo5f4REREREREREREemJyTQiIiIiIiIiIiI9MZlGRERERERERESkJ25AQEREREQ1Hpf5JSIiopqCI9OIiIiIiIiIiIj0xGQaERERERERERGRnphMIyIiIiIiIiIi0hOTaURERERERERERHpiMo2IiIiIiIiIiEhPTKYRERERERERERHpick0IiIiIiIiIiIiPTGZRkREREREREREpCcm04iIiIiIiIiIiPT0/wHfUCEffaTrqgAAAABJRU5ErkJggg==", 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" + "
" ] }, - "metadata": { - "needs_background": "light" + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "agg = data.resample(\"1s\").mean()\n", + "\n", + "ax = sns.lineplot(data=agg[['X', 'Y', 'Z']], legend=True)" + ] + }, + { + "cell_type": "markdown", + "id": "df33a377-0019-48d3-b91e-6b48554a954a", + "metadata": {}, + "source": [ + "While this plot already provides some insights, we recoomend to pretify the plot a little bit to facilitate readability:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d32a12d1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "%%capture --no-display\n", - "ax = sns.lineplot(data=data[['X', 'Y', 'Z']], legend=True)\n", + "agg = data.resample(\"1s\").mean()\n", "\n", - "labels = [(data.index[0] + pd.to_timedelta(minutes, unit='m')).strftime(\"%H:%M:%S\") for minutes in range(len(ax.get_xticks()))]\n", - "ax.set_xticklabels(labels) \n", + "fig, ax = plt.subplots(figsize=(12,3))\n", + "ax = sns.lineplot(data=agg[['X', 'Y', 'Z']], ax=ax, legend=True)\n", "\n", - "# Set axes labels\n", - "ax.set_xlabel(\"Time\", size=15)\n", - "ax.set_ylabel(\"Acceleration in g\", size=15)\n", + "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n", + "ax.set_xlabel(\"Time\")\n", + "ax.set_ylabel(\"Acceleration [g]\")\n", "\n", "plt.tight_layout()\n", "print('')" @@ -97,17 +143,17 @@ "\n", "Different methods to infer non-wear time from the raw acceleration signal are\n", "implemented in the `paat.wear_time` module. We suggest to use\n", - "`paat.wear_time.detect_non_wear_time_syed2021` published by [Syed et al. (2021)](https://doi.org/10.1038/s41598-021-87757-z) as this algorithm demonstrated the most accurate estimates for hip-worn ActiGraph acceleration. This function can also be called from the top-level:" + "`paat.wear_time.detect_non_wear_time_hees2011` published by Van Hees et al. (2011,2013) as it is the most validated algorithm. This function can also be called from the top-level:" ] }, { "cell_type": "code", - "execution_count": 4, - "id": "903a682f", + "execution_count": 5, + "id": "046a9501", "metadata": {}, "outputs": [], "source": [ - "data.loc[:, \"Non Wear Time\"] = paat.detect_non_wear_time_syed2021(data, sample_freq)" + "data.loc[:, \"Non Wear Time\"] = paat.detect_non_wear_time_hees2011(data, sample_freq)" ] }, { @@ -115,19 +161,242 @@ "id": "2f4e81b2", "metadata": {}, "source": [ - "But there are also other non-wear time algorithm implemented in the `paat.wear_time`\n", - "module. For wrist-worn accelerometer data, the method developed by [Hees et al (2011)](https://doi.org/10.1371/journal.pone.0022922) might be more\n", - "appropriate and is implemented in `paat.wear_time.detect_non_wear_time_hees2011` or can be called directly:" + "However, there are also other non-wear time algorithm implemented in the `paat.wear_time`\n", + "module. For instance, the CNN-based NWT method by Syed et al. (2021) is also implemented and can be used by calling:" ] }, { "cell_type": "code", - "execution_count": 5, - "id": "046a9501", + "execution_count": 6, + "id": "903a682f", + "metadata": {}, + "outputs": [], + "source": [ + "data.loc[:, \"Non Wear Time Syed\"] = paat.detect_non_wear_time_syed2021(data, sample_freq)" + ] + }, + { + "cell_type": "markdown", + "id": "07325df8-96bc-430f-b11c-50f50611a259", + "metadata": {}, + "source": [ + "Finally, also a very naive NWT algorithm is implemented in `paat.wear_time.detect_non_wear_time_naive`. For a comparison of the different algorithms see also Syed et al. (2020)." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "75d45f32-111a-4bb7-807f-cf2d594d752a", "metadata": {}, "outputs": [], "source": [ - "data.loc[:, \"Non Wear Time Hees\"] = paat.detect_non_wear_time_hees2011(data, sample_freq)" + "data.loc[:, \"Non Wear Time Naive\"] = paat.detect_non_wear_time_naive(\n", + " data, \n", + " sample_freq, \n", + " std_threshold=.003, \n", + " min_interval=5\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "30cb8b74-9e71-4cbb-9030-13bbcb49d584", + "metadata": {}, + "source": [ + "Identify Time in Bed periods\n", + "----------------------------\n", + "\n", + "Time in Bed identification is implemented in the `paat.detect_time_in_bed_weitz2024` which is based on a bidirectional LSTM models as described by Weitz et al. (under review). Time in bed is detected on a 1min resolution with averaged acceleration values per minute, so it is also possible to apply this algorithm after the data has been resampled. However, note that in this case, you have to adjust the sampling frequency accordingly (e.g., if you have resampled to 1s, then the sample frequency should be 1, if you have resampled to 1min then the sample frequency should be 1/60, etc.)." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "ff004925-1c6b-465a-b5dc-f2b9c60b903d", + "metadata": {}, + "outputs": [], + "source": [ + "data.loc[:, \"Time in bed\"] = paat.detect_time_in_bed_weitz2024(data, sample_freq)" + ] + }, + { + "cell_type": "markdown", + "id": "272152b5-7673-4e38-8c6c-74b5a13edc51", + "metadata": {}, + "source": [ + "Estimate physical activity and sedentary behavior\n", + "-------------------------------------------------\n", + "\n", + "The most common approach to analyze physical activity data is the use of cutpoints. There are [various published cutpoints](https://cran.r-project.org/web/packages/GGIR/vignettes/CutPoints.html) for different demographical groups. In this example, we use the cutpoints proposed by Sanders et al. (2019). " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "50b7edfb-e507-4e51-8b77-65c7e5e14bd4", + "metadata": {}, + "outputs": [], + "source": [ + "data.loc[:, [\"MVPA\", \"SB\"]] = paat.calculate_pa_levels(\n", + " data, \n", + " sample_freq, \n", + " mvpa_cutpoint=0.069, \n", + " sb_cutpoint=0.015\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "4c7be08f-a1e9-4c2c-953a-66a7ffe55356", + "metadata": {}, + "source": [ + "Combine the estimates into one column\n", + "-------------------------------------\n", + "\n", + "To simplify the data, *paat* has a `create_activity_column` functions, which creates one activity column from the different columns. The importance of column is the revised order of the `columns` argument. So in this example, first NWT is marked. Then everything which was not marked as NWT is marked as time in bed, and so on." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5df158f8-7037-4193-8c06-6942f2b96ad7", + "metadata": {}, + "outputs": [], + "source": [ + "data.loc[:, \"Activity\"] = paat.create_activity_column(\n", + " data, \n", + " columns=[\"SB\", \"MVPA\", \"Time in bed\", \"Non Wear Time\"]\n", + ")\n", + "data = data[[\"X\", \"Y\", \"Z\", \"Activity\"]]\n", + "data[\"ENMO\"] = paat.calculate_enmo(data)" + ] + }, + { + "cell_type": "markdown", + "id": "774c1e7f-4456-4b8a-b79f-576234a228ae", + "metadata": {}, + "source": [ + "Visualize and analyze the results\n", + "---------------------------------\n", + "\n", + "Finally, it can be helpful to visually investigate the results. Below a simple example is provided how the resulting data frame can be visualized. However, note that especially with larger datasets visualizing this data on 1s resolution takes a considerable amount of time.\n", + "\n", + "As physical activity, in this example, is dependent on the ENMO of the acceleration signal, it can be useful to plot the resulting estimates against the ENMO:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "0473d422-066a-493a-af9c-a25ca4413406", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "agg = data.resample(\"1s\").apply({\n", + " \"X\": \"mean\", \n", + " \"Y\": \"mean\", \n", + " \"Z\": \"mean\", \n", + " \"ENMO\": \"mean\", \n", + " \"Activity\": pd.Series.mode\n", + "})\n", + "\n", + "COLOR = {\n", + " 'Non Wear Time': \"grey\", \n", + " 'Time in bed': \"blue\", \n", + " 'SB': \"green\", \n", + " 'LPA': \"yellow\", \n", + " 'MVPA': \"red\"\n", + "}\n", + "\n", + "fig, axes = plt.subplots(2, 1, sharex=True, figsize=(12,6.5))\n", + "\n", + "ax = axes[0]\n", + "ax = sns.lineplot(data=agg[['X', 'Y', 'Z']], ax=ax, legend=True)\n", + "ax.set_ylabel(\"Acceleration [g]\")\n", + "\n", + "ax = axes[1]\n", + "ax = sns.lineplot(data=agg['ENMO'], ax=ax, legend=True)\n", + "\n", + "# Add background\n", + "ymin, ymax = ax.get_ylim()\n", + "height = ymax - ymin\n", + "for ii, row in agg.iterrows():\n", + " ax.add_patch(\n", + " Rectangle(\n", + " (ii, ymin), \n", + " pd.Timedelta(\"1s\"), \n", + " height, \n", + " alpha=.2, \n", + " facecolor=COLOR[row[\"Activity\"]]\n", + " )\n", + " )\n", + " \n", + "\n", + "ax.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M'))\n", + "ax.set_xlabel(\"Time\")\n", + "ax.set_ylabel(\"ENMO [g]\")\n", + "\n", + "handles = [Patch(color=value, label=key, alpha=.2) for key, value in COLOR.items()]\n", + "ax.legend(\n", + " handles=handles, \n", + " loc='upper center', \n", + " bbox_to_anchor=(0.5, -.4 * ymax), \n", + " fancybox=False, \n", + " shadow=False, \n", + " ncol=5)\n", + "\n", + "plt.tight_layout()\n", + "plt.subplots_adjust(wspace=0, hspace=0)\n", + "print('')" + ] + }, + { + "cell_type": "markdown", + "id": "164556ac-f698-4c0f-9a17-c90ea1315ffc", + "metadata": {}, + "source": [ + "References\n", + "----------\n", + "\n", + "Sanders, G. J., Boddy, L. M., Sparks, S. A., Curry, W. B., Roe, B., Kaehne, A., & Fairclough, S. J. \n", + "(2019). Evaluation of wrist and hip sedentary behaviour and moderate-to-vigorous physical activity \n", + "raw acceleration cutpoints in older adults. *Journal of Sports Sciences*, 37(11), 1270–1279. \n", + "https://doi.org/10.1080/02640414.2018.1555904\n", + "\n", + "Syed, S., Morseth, B., Hopstock, L. A., & Horsch, A. (2020). Evaluating the performance of raw and epoch \n", + "non-wear algorithms using multiple accelerometers and electrocardiogram recordings. *Scientific Reports*, \n", + "10(1), 1. https://doi.org/10.1038/s41598-020-62821-2\n", + "\n", + "Syed, S., Morseth, B., Hopstock, L. A., & Horsch, A. (2021). A novel algorithm to detect non-wear time \n", + "from raw accelerometer data using deep convolutional neural networks. *Scientific Reports*, 11(1), 8832. \n", + "https://doi.org/10.1038/s41598-021-87757-z\n", + "\n", + "Van Hees, V. T., Gorzelniak, L., León, E. C. D., Eder, M., Pias, M., Taherian, S., Ekelund, U., Renström, F., \n", + "Franks, P. W., Horsch, A., & Brage, S. (2013). Separating Movement and Gravity Components in an Acceleration \n", + "Signal and Implications for the Assessment of Human Daily Physical Activity. *PLOS ONE*, 8(4), e61691. \n", + "https://doi.org/10.1371/journal.pone.0061691\n", + "\n", + "Van Hees, V. T., Renström, F., Wright, A., Gradmark, A., Catt, M., Chen, K. Y., Löf, M., Bluck, L., Pomeroy, J.,\n", + "Wareham, N. J., Ekelund, U., Brage, S., & Franks, P. W. (2011). Estimation of Daily Energy Expenditure in Pregnant \n", + "and Non-Pregnant Women Using a Wrist-Worn Tri-Axial Accelerometer. *PLOS ONE*, 6(7), 7. \n", + "https://doi.org/10.1371/journal.pone.0022922\n" ] } ], @@ -147,7 +416,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.12" + "version": "3.9.13" } }, "nbformat": 4, diff --git a/docs/source/example_notebooks/data/example_day_calibrated.csv.tar.gz b/docs/source/example_notebooks/data/example_day_calibrated.csv.tar.gz new file mode 100644 index 0000000..6f9293b Binary files /dev/null and b/docs/source/example_notebooks/data/example_day_calibrated.csv.tar.gz differ diff --git a/docs/source/index.rst b/docs/source/index.rst index 9237e9e..5fc9bd7 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -47,11 +47,19 @@ examples and more information on the functions can be found in the documentation data.loc[:, "Time in Bed"] = paat.detect_time_in_bed_weitz2024(data, sample_freq) # Classify moderate-to-vigorous and sedentary behavior - data.loc[:, ["MVPA", "SB"]] = paat.calculate_pa_levels(data, sample_freq) + data.loc[:, ["MVPA", "SB"]] = paat.calculate_pa_levels( + data, + sample_freq, + mvpa_cutpoint=.069, + sb_cutpoint=.015 + ) # Merge the activity columns into one labelled column. columns indicates the # importance of the columns, later names are more important and will be kept - data.loc[:, "Activity"] = paat.create_activity_column(data, columns=["SB", "MVPA", "Time in Bed", "Non Wear Time"]) + data.loc[:, "Activity"] = paat.create_activity_column( + data, + columns=["SB", "MVPA", "Time in Bed", "Non Wear Time"] + ) # Remove the other columns after merging data = data[["X", "Y", "Z", "Activity"]] diff --git a/docs/source/quickstart.rst b/docs/source/quickstart.rst deleted file mode 100644 index e1bce8e..0000000 --- a/docs/source/quickstart.rst +++ /dev/null @@ -1,50 +0,0 @@ -Quickstart -========== - -Installation ------------- - -At the moment, the easiest way to install *paat* directly from GitHub by running: - -.. code:: bash - - pip install git+https://github.com/Trybnetic/paat.git - - -Usage ------ - -For now, several functions to work with raw data from ActiGraph devices are -implemented while others are still work in progress. The following code snippet -should give you a brief overview and idea on how to use this package. Further -examples and more information on the functions can be found in the documentation. - -.. code-block:: python - - # Load data from file - data, sample_freq = paat.read_gt3x('path/to/gt3x/file') - - # Detect non-wear time - data.loc[:, "Non Wear Time"] = paat.detect_non_wear_time_hees2011(data, sample_freq) - - # Detect sleep episodes - data.loc[:, "Time in Bed"] = paat.detect_time_in_bed_weitz2024(data, sample_freq) - - # Classify moderate-to-vigorous and sedentary behavior - data.loc[:, ["MVPA", "SB"]] = paat.calculate_pa_levels(data, sample_freq) - - # Merge the activity columns into one labelled column. columns indicates the - # importance of the columns, later names are more important and will be kept - data.loc[:, "Activity"] = paat.create_activity_column(data, columns=["SB", "MVPA", "Time in Bed", "Non Wear Time"]) - - # Remove the other columns after merging - data = data[["X", "Y", "Z", "Activity"]] - -.. note:: - - In this example, methods of `Syed et al. (2021) `_ - and `Weitz et al. (2022) `_ and activity - thresholds of `Sanders et al. (2019) `_. - However, these are only examples. There are multiple methods implemented in PAAT - and the processing pipeline can easily be adjusted to individual needs. More examples - can be found in the examples section. diff --git a/paat/__init__.py b/paat/__init__.py index e5031b0..60cd1a7 100644 --- a/paat/__init__.py +++ b/paat/__init__.py @@ -29,7 +29,7 @@ # Expose API functions from .estimates import calculate_pa_levels, create_activity_column -from .features import calculate_actigraph_counts, calculate_vector_magnitude, calculate_brond_counts +from .features import calculate_actigraph_counts, calculate_vector_magnitude, calculate_brond_counts, calculate_enmo from .io import read_gt3x, read_metadata from .calibration import calibrate from .sleep import detect_time_in_bed_weitz2024 diff --git a/paat/calibration.py b/paat/calibration.py index 0507fc5..1d9b618 100644 --- a/paat/calibration.py +++ b/paat/calibration.py @@ -9,11 +9,58 @@ import pandas as pd -def estimate_calibration_coefficents(data): +def estimate_calibration_coefficents(acc): + """ + .. warning:: + This function is not implemented yet + + Estimates the calibration correction coefficients based on the method proposed + by Van Hees et al. (2014) + + References + ---------- + + Van Hees, V. T., Fang, Z., Langford, J., Assah, F., Mohammad, A., da Silva, I. C. M., + Trenell, M. I., White, T., Wareham, N. J., & Brage, S. (2014). Autocalibration of + accelerometer data for free-living physical activity assessment using local gravity + and temperature: An evaluation on four continents. *Journal of Applied Physiology*, + 117(7), 738–744. https://doi.org/10.1152/japplphysiol.00421.2014 + + Parameters + ---------- + acc : array_like + numpy array with acceleration data + + Returns + ------- + scale : array_like + numpy array with the scale factors + offset : array_like + numpy array with the offset factors + + """ raise NotImplementedError("Autocalibration is not implemented yet. Please use GGIR to estimate the calibration coefficients.") def calibrate(acc, scale, offset): + """ + Calibrates the acceleration data based on the `scale` and `offset` variables. + + Parameters + ---------- + acc : array_like + numpy array with acceleration data + scale : array_like + numpy array with the scale factors + offset : array_like + numpy array with the offset factors + + Returns + ------- + acc : array_like + numpy array with calibrated acceleration data + + """ columns = ["Y", "X", "Z"] index = acc.index.copy() acc = (scale * acc[columns].values) + offset diff --git a/paat/estimates.py b/paat/estimates.py index 94f928b..76fcfb9 100644 --- a/paat/estimates.py +++ b/paat/estimates.py @@ -12,24 +12,15 @@ from . import features -def calculate_pa_levels(data, sample_freq, mvpa_cutpoint=.069, sb_cutpoint=.015, interval="1s"): +def calculate_pa_levels(data, sample_freq, mvpa_cutpoint, sb_cutpoint, interval="1s"): """ Calculate moderate to vigourous physical activity (MVPA) and sedentary behavior - based on cutpoints (mvpa_cutpoint and sb_cutpoint). On default, this procedure - uses the algorithm and values from Sanders et al. (2019). This means + based on cutpoints (mvpa_cutpoint and sb_cutpoint) on 1s resolution. The algorithm + works by 1. The Euclidian norm minus one (ENMO) is calculated from the triaxial signal 2. The ENMO is averaged over 1s epochs - 3. These epochs are compared against the cutpoints MVPA = 69mg and SB = 15mg - - References - ---------- - - George J. Sanders, Lynne M. Boddy, S. Andy Sparks, Whitney B. Curry, Brenda Roe, - Axel Kaehne & Stuart J. Fairclough (2019) Evaluation of wrist and hip sedentary - behaviour and moderate-to-vigorous physical activity raw acceleration cutpoints - in older adults, Journal of Sports Sciences, 37:11, 1270-1279, - DOI: 10.1080/02640414.2018.1555904 + 3. These epochs are compared against the mvpa_cutpoint and the sb_cutpoint Parameters ---------- @@ -37,10 +28,10 @@ def calculate_pa_levels(data, sample_freq, mvpa_cutpoint=.069, sb_cutpoint=.015, a DataFrame containg the raw acceleration data sample_freq : int the sampling frequency in which the data was recorded - mvpa_cutpoint : float (optional) + mvpa_cutpoint : float a float indicating the cutpoint between light physical activity and moderate-to-vigourous activity - sb_cutpoint : float (optional) + sb_cutpoint : float a float indicating the cutpoint between light physical activity and sedentary behavior interval : str (optional) diff --git a/paat/features.py b/paat/features.py index 1668cc5..1e9348c 100644 --- a/paat/features.py +++ b/paat/features.py @@ -82,16 +82,19 @@ def calculate_enmo(data, dtype=np.float32): """ Calculate the Euclidean norm minus one from raw acceleration data. This function is a wrapper of `calculate_vector_magnitude`. + Parameters ---------- data : array_like numpy array with acceleration data dtype : np.dtype (optional) set the data type of the return array. Standard float 32, but can be set to better precision + Returns ------- vector_magnitude : np.array (acceleration values, 1)(np.float) - numpy array with vector magnitude of the acceleration + numpy array with the Eucledian Norm Minus One (ENMO) of the acceleration + """ if isinstance(data, pd.DataFrame): data = data[["Y", "X", "Z"]].values diff --git a/paat/sleep.py b/paat/sleep.py index e6aed40..6f58bdc 100644 --- a/paat/sleep.py +++ b/paat/sleep.py @@ -8,6 +8,8 @@ """ import os +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' + import pandas as pd import numpy as np import tensorflow as tf @@ -66,7 +68,7 @@ def detect_time_in_bed_weitz2024(data, sample_freq, resampled_frequency="1min", model_path = os.path.join(os.path.pardir, os.path.dirname(__file__), 'models', 'TIB_model.h5') model = models.load_model(model_path) - predictions = (model.predict(X[np.newaxis], verbose=0).squeeze() > .5) + predictions = (model.predict(X[np.newaxis], verbose=0).squeeze() >= .5) seconds = pd.Timedelta(resampled_frequency).seconds predictions = np.repeat(predictions, seconds * sample_freq) diff --git a/paat/wear_time.py b/paat/wear_time.py index 08fcc6a..5f4f912 100644 --- a/paat/wear_time.py +++ b/paat/wear_time.py @@ -10,6 +10,8 @@ import os import sys +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' + import numpy as np import pandas as pd from tensorflow.keras import models @@ -322,14 +324,11 @@ def _group_episodes(episodes, distance_in_min=3, correction=3, hz=100, training= def detect_non_wear_time_syed2021(data, sample_freq, cnn_model_file=None, std_threshold=0.004, distance_in_min=5, episode_window_sec=7, edge_true_or_false=True, start_stop_label_decision='and', min_segment_length=1, sliding_window=1, verbose=False): """ - Infer non-wear time from raw 100Hz triaxial data. Data at different sample frequencies will be resampled to 100hz. - - Paper: - A novel algorithm to detect non-wear time from raw accelerometer data using convolutional neural networks + Infer non-wear time from raw 100Hz triaxial data based on the method proposed by Syed et al. (2021). + Data at different sample frequencies will be resampled to 100hz. The steps are described in the paper but are summarized here too: - Detect candidate non-wear episodes: Perform a forward pass through the raw acceleration signal and calculate the SD for each 1-minute interval and for each individual axis. If the standard deviation is <= 0.004 g for all axes, record this 1-minute interval as a candidate non-wear interval. After all 1-minute @@ -355,6 +354,11 @@ def detect_non_wear_time_syed2021(data, sample_freq, cnn_model_file=None, std_th those candidate non-wear episodes do not have a preceding or following window to extract features from—classify the start or stop as non-wear time by default. + References + ---------- + + Syed, S., Morseth, B., Hopstock, L. A., & Horsch, A. (2021). A novel algorithm to detect non-wear time from raw + accelerometer data using deep convolutional neural networks. *Scientific Reports*, 11(1), 8832. https://doi.org/10.1038/s41598-021-87757-z Parameters ---------- @@ -487,7 +491,7 @@ def detect_non_wear_time_syed2021(data, sample_freq, cnn_model_file=None, std_th start_episode = start_episode.reshape(1, start_episode.shape[0], start_episode.shape[1]) # get binary class from model - start_label = (cnn_model.predict(start_episode) > 0.5).astype("int32") + start_label = (cnn_model.predict(start_episode, verbose=verbose) > 0.5).astype("int32") # if the start label is 1, this means that it is wear time, and we set the first start_stop_label to 1 if start_label == 1: @@ -505,7 +509,7 @@ def detect_non_wear_time_syed2021(data, sample_freq, cnn_model_file=None, std_th stop_episode = stop_episode.reshape(1, stop_episode.shape[0], stop_episode.shape[1]) # get binary class from model - stop_label = (cnn_model.predict(stop_episode) > 0.5).astype("int32") + stop_label = (cnn_model.predict(stop_episode, verbose=verbose) > 0.5).astype("int32") # if the start label is 1, this means that it is wear time, and we set the first start_stop_label to 1 if stop_label == 1: @@ -545,11 +549,7 @@ def detect_non_wear_time_syed2021(data, sample_freq, cnn_model_file=None, std_th def detect_non_wear_time_hees2011(data, sample_freq, min_non_wear_time_window=60, window_overlap=15, std_mg_threshold=3.0, std_min_num_axes=2, value_range_mg_threshold=50.0, value_range_min_num_axes=2): """ - Estimation of non-wear time periods based on Hees 2013 paper - - Estimation of Daily Energy Expenditure in Pregnant and Non-Pregnant Women Using a Wrist-Worn Tri-Axial Accelerometer - Vincent T. van Hees , Frida Renström , Antony Wright, Anna Gradmark, Michael Catt, Kong Y. Chen, Marie Löf, Les Bluck, Jeremy Pomeroy, Nicholas J. Wareham, Ulf Ekelund, Søren Brage, Paul W. Franks - Published: July 29, 2011 https://doi.org/10.1371/journal.pone.0022922 + Estimation of non-wear time periods based on Van Hees et al. (2011, 2013) Accelerometer non-wear time was estimated on the basis of the standard deviation and the value range of each accelerometer axis, calculated for consecutive blocks of 30 minutes. A block was classified as non-wear time if the standard deviation was less than 3.0 mg (1 mg = 0.00981 m·s−2) for at least two out of the three axes or if the value range, for @@ -557,6 +557,22 @@ def detect_non_wear_time_hees2011(data, sample_freq, min_non_wear_time_window=60 Important to note that the default encoding for this function of non-wear time = 0, and that of wear time is 1. + + References + ---------- + + Van Hees, V. T., Renström, F., Wright, A., Gradmark, A., Catt, M., Chen, K. Y., + Löf, M., Bluck, L., Pomeroy, J., Wareham, N. J., Ekelund, U., Brage, S., & Franks, + P. W. (2011). Estimation of Daily Energy Expenditure in Pregnant and Non-Pregnant + Women Using a Wrist-Worn Tri-Axial Accelerometer. *PLOS ONE*, 6(7), 7. + https://doi.org/10.1371/journal.pone.0022922 + + Hees, V. T. van, Gorzelniak, L., León, E. C. D., Eder, M., Pias, M., Taherian, S., + Ekelund, U., Renström, F., Franks, P. W., Horsch, A., & Brage, S. (2013). + Separating Movement and Gravity Components in an Acceleration Signal and + Implications for the Assessment of Human Daily Physical Activity. *PLOS ONE*, + 8(4), e61691. https://doi.org/10.1371/journal.pone.0061691 + Parameters ---------- data : DataFrame diff --git a/pyproject.toml b/pyproject.toml index 776f079..cd59ff5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "paat" -version = "1.0.0b5" +version = "1.0.0b6" description = "A comprehensive toolbox to analyse and model raw physical activity data" license = "MIT" @@ -22,7 +22,7 @@ classifiers = [ 'Environment :: Console', 'Intended Audience :: Science/Research', 'Operating System :: MacOS :: MacOS X', -# 'Operating System :: Microsoft :: Windows', + 'Operating System :: Microsoft :: Windows', 'Operating System :: POSIX', ] diff --git a/tests/test_pipeline.py b/tests/test_pipeline.py index 6b01e10..242b156 100644 --- a/tests/test_pipeline.py +++ b/tests/test_pipeline.py @@ -22,10 +22,18 @@ def test_pipeline(): data.loc[:, "Sleep"] = paat.detect_time_in_bed_weitz2024(data, sample_freq) # Classify moderate-to-vigorous and sedentary behavior - data.loc[:, ["MVPA", "SB"]] = paat.calculate_pa_levels(data, sample_freq) + data.loc[:, ["MVPA", "SB"]] = paat.calculate_pa_levels( + data, + sample_freq, + mvpa_cutpoint=.069, + sb_cutpoint=.015 + ) # Merge the activity columns into one labelled column - data.loc[:, "Activity"] = paat.create_activity_column(data, columns=["Non Wear Time", "Sleep", "MVPA", "SB"]) + data.loc[:, "Activity"] = paat.create_activity_column( + data, + columns=["Non Wear Time", "Sleep", "MVPA", "SB"] + ) # Remove the other columns after merging data = data[["X", "Y", "Z", "Activity"]]