{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Integrating sphere\n", "==================\n", "\n", "For some experiments it may be sufficient to perform light stimulation with a standard computer monitor, but where research calls for advanced control over the geometry of retinal stimulation, a bespoke setup is required. One solution is to use a [Maxwellian view](https://medical-dictionary.thefreedictionary.com/maxwellian+view) pupillometry system, where the light stimulus is focused onto an aperture positioned in front of the eye, or in the entrance plane of a pharmacologically dilated pupil, and the consensual pupil response is measured from the other eye. But this approach requires optical engineering and resources that may not be available in the average research setting. As an alternative, we developed a low-cost integrating sphere that provides a full-field, 'Ganzfeld', stimulus and precludes the need for optical engineering, pharmacological dilation of the pupil, and strict fixation control on behalf of the participant." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Construction\n", "------------\n", "\n", "We built the sphere from two 45 cm flanged acrylic half domes ([Project Plastics Ltd](https://www.projectplastics.co.uk/)), each coated on the inside surface with [Avian-B white reflectance coating](https://aviantechnologies.com/product/avian-b-white-reflectance-coating/) to scatter light homogenously. A 28 cm opening in one of the domes serves as a viewing port and an additional 7 cm (subtending ~9 degrees from the plane of the viewing port) opening opposite the viewing port was included to allow for secondary stimuli (e.g., a fixation target) or to allow for exclusion of the foveal macular pigment from stimulation. On the same half of the sphere as the viewing port, a 30 mm entry port for the light source was cut at an angle of 22.5 deg from the top, such that it could not be seen directly when looking straight ahead. The sphere and STLAB were stabilised on a wooden fixing plate making it suitable for placement on a desk. \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\"Integrating" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calibration\n", "-----------\n", "\n", "To build a calibrated forward model of our STLAB-sphere rig that represents what an observer actually sees when looking into it, we collected measurements with an external spectrometer positioned at the plane of the viewing port. The `pyplr.calibrate` module streamlines this process with a `SpectraTuneLabSampler()` class, which is just a sub-class of `pyplr.stlab.SpectraTuneLab` with added sampling methods and support for an external spectrometer. Any spectrometer with a python interface can be integrated here with minimal effort, but we used an [Ocean Optics STS-VIS](https://www.oceaninsight.com/products/spectrometers/microspectrometer/sts-series/sts-vis/), supported by `pyplr.oceanops` and the [Seabreeze](https://pypi.org/project/seabreeze/) Python library. \n", "\n", "It would take a long time to sample every possible device setting, so we opted to sample the full range of intensities in steps of 63 for each LED. \n", "\n", "```Python\n", "from pyplr.calibrate import SpectraTuneLabSampler\n", "from pyplr.oceanops import OceanOptics\n", "\n", "oo = OceanOptics.from_first_available()\n", "d = SpectraTuneLabSampler(password='***************', external=oo)\n", "\n", "# specify leds and intensities to sample\n", "leds = [0,1,2,3,4,5,6,7,8,9]\n", "intensities = [i for i in range(0, 4096, 65)]\n", "\n", "# sample\n", "d.sample(leds=leds, \n", " intensities=intensities, \n", " external=oo,\n", " randomise=True)\n", "d.make_dfs(save_csv=True)\n", "```\n", "\n", "The above code instructs STLAB to cycle through all of the specified settings and obtain measurements with the on-board spectrometer and external spectrometer (if specified), and then finally to save the data to CSV format in the current working directory.\n", "\n", "Calibrating the resulting OceanOptics data was an involved process complicated by the need to account for the effect of spectrometer PCB temperature and integration time on the raw data. Our pipeline is shown below, minus the code for fitting the data in MATLAB. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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This was created by\n", "# sampling the dark spectrum across a range of temperatures \n", "# and times and fitting the data in MATLAB.\n", "darkcal = pd.read_table(\n", " '../data/oo_dark_cal.txt', skiprows=2, index_col=False)\n", "\n", "# Predict the dark spectrum for the temperatures and\n", "# integration times of our measurements\n", "oo_dark_counts = predict_dark_counts(oo_info, darkcal)\n", "\n", "# Load some spectrometer constants\n", "cal_per_wl = pd.read_csv(\n", " '../data/oo_calibration.csv', header=None)\n", "sensor_area_cm2 = pd.read_csv(\n", " '../data/oo_sensorArea.csv', header=None)[0]\n", "\n", "# Calculate calibrated radiance\n", "w_m2_nm = calibrated_radiance(\n", " oo_spectra, \n", " oo_info, \n", " oo_dark_counts,\n", " cal_per_wl, \n", " sensor_area_cm2.values[0])\n", "\n", "# Clean up\n", "w_m2_nm['led'] = oo_info['led']\n", "w_m2_nm['intensity'] = oo_info['intensity']\n", "w_m2_nm.set_index(['led', 'intensity'], inplace=True)\n", "w_m2_nm.sort_index(inplace=True)\n", "w_m2_nm = w_m2_nm.interpolate(axis=1)\n", "w_m2_nm.to_csv('../data/S2_corrected_oo_spectra.csv')\n", "w_m2_nm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now pass the calibrated spectrometer data to `pyplr.calibrate.CalibrationContext(...)`, which will use linear interpolation to create lookup tables that predict the spectral output for the full range of device settings, along with the alphaopic irradiances, lux and radiance values." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import seaborn as sns\n", "sns.set_context('paper', font_scale=1.4)\n", "\n", "from pyplr.calibrate import CalibrationContext\n", "\n", "cc = CalibrationContext(\n", " '../data/S2_corrected_oo_spectra.csv', binwidth=1)\n", "fig = cc.plot_calibrated_spectra()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Of note, `CalibrationContext(...)` has a `.predict_spd(...)` method for predicting the spectral output of STLAB from a list of led-intensity values. Here we compare the predicted output to the actual measured output for 20 random device settings." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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hIGctgYR8UKjAZ491NILQNksxJBYA8N7SEm72X8MCt1jec9DxOcBeteefozqyPRRsut1eBYFdtbZd9U23/1lD1e9qfo7c+fI3RqORu+66C71ez6WXXoparUav12M2m7n77rvR6/V8/fXXDB48mHPPPRez2czNN99MKBRixYoVvPvuu1x++eVMnDiRlJQUHnzwwWavUVNTw7x583jwwQcxGo2cfPLJzJ49G4+naef966+/zlVXXcW4ceNITU3lscce45NPPiEcDvPuu+/ywAMPkJ2dzbBhw7j22ms7/b12B7EGMwY8DgvxskScufUssgAkFVJZ0/Y02j+FV73DzPxBKBQSY4wNXGA/F1f9eowpuV0QsSA0J/mdhNRN12Cq9GYAXA6R6EcQYsLngIyR8MsTUL0Wzvsw1hEJQuuskRF3WZbZVGVHFT+W7W5jrKMSom3xi/DLY3u+1prhrrLI/fHC2KbHnvsBDJ4B758DFSv2bB8+E856C/54D767rek599WDUk1nZGVlNVljmZOTQ21tLQkJCSgUkfG5kpIS5s+fjyQ1zTlRUVFBaWkpY8eObXK9fZWUlJCamorRuOee/3NK7L7HvfLKK9x///1NttvtdkpLS8nPz2/yOhs2bOjU99odelUDU5KkacBLQB6wALhEluUWW2CSJGUAG4AzZFleEK0YO8IVVPBreCRH6DVtHjep/HWy67cBH7d9wXCYacVPExrxbwCGDBtN+afp1Pw2h3GnXt9FUQtCU0q/k7AmpelGtQEAt1OMnAhCTMx6H0J+WPkWYWedmKYk9GzDZkLIx9YaJ7UOH+/2m8v2KhUwtt1ThT5k8nUw7uI9X0sSBP0Qnw03b2567J/JoM77EEKBPdtVu2pyjzkfhp7S9BxF55s7FRUVyLKMJEnIskx5eTmZmZlNjsnIyOCUU07hyy+/3L1t7dq1FBYW8sUXX1BSUrJ7+59TW/eWkpJCY2Mjfr8fjSbSJrj33nu54YYbmr3OU089tXtarM/nY+PGjSQkJJCRkUFJSQmDBw9u9XViodd89kiSlECkpfUQkAtUEGlstuZVIKHbA9sPdcaBXCvdjbKdLJs6jYakdhIBAdC4E73swdwv8oasVCqoMw/DXbq6C6IVhJYpgy5kTdMRTBRKvGjxukUDUxCizueAui2g0vLJJg9l5WU0uvyxjkoQWpczDvIns6bcSv8UI3kaN/Hu0lhHJUSbNg7MmXv+GVOhbhO4GppuN2eCWhc5x5jSdLshKbJdY2x+jtT5rPYul4tnn30Wt9vNU089RSgUwuv1NjlmxowZLFu2jHnz5uF2u3nrrbc4/vjjkSSJWbNm8d///pcVK1ZQV1fX4hTZ/v37M2LECB555BGcTiezZ8/mf//7HykpKahUKhoaGpBlmXPPPZfZs2ezbds2rFYrN9544+7RzFmzZvHggw9SWVnJ+vXree211zr9vXaHXtPABE4FNsqy/J4syw3AA8ApkiTF7XugJEl/BQJAWXRD7Jhg3XaO0bSf3U9tSsYUtiO3M3fcV7aKCjmZrKw902Gl7HGkWlYfaKiC0KrP4/9KWfrUZtvfSLieKkVmC2cIgtCtSpfCmycQDst8VxQkWbKzssQS66gEoWWyDO+eATUbKap30T/VhNYYjyrgJBTu/Jo5oQ9xVIEcjkxr/bOUTZTl5uayefNmUlNTeeedd5gzZw46na7JMampqXz00UfcfPPNJCcn8+KLLzJnzhz0ej3Tp0/ntttu46STTmLkyJHMnNlyjfoPP/yQX375hYyMDF599VU+++wzFAoFxxxzDAsXLuSSSy7huOOO44YbbmDatGnk5ORQWVm5uyH5j3/8g4EDBzJkyBDOPfdcLr/88m7/2XREb5oiOxL4488vZFmukCTJA+QD6//cLklSFvAP4HBgabSD7Ahz2c/8Tf4a+Hubx2niU0jEjicQwqBp/VdlratgSziXSUmGPa8x/hxuW23kTW8As65z884FoSNWMZRpiWnNtq9NPpGCsFhDIwhR56wGUwabqu2s9mfzYvzVJNU5gPRYRyYIzXkssP0nmPEERXWREUy9MgkTbuqdPtLNuvavIfRNxhRw1YG9IjINNj476iEoFApeffVVXn311Sbb952CeuSRR7J69eoWr3Hrrbdy66237v76qquuAprWwezfvz8LFixodu6UKVOwWq27v7766qu5+uqrmx2n1+t58803efPNN9v+hqKsN41gmoF9M4c4dm3f26vAP1tbm/knSZIekCRJ3vtfF8baJtljw6ds/wFcmz2K94LTsLgDbR63Ovtc7tTdh16zp+xJVt4AVsqDKWt0H3C8Qs8Qy3u2JTfX30c/T/OF5OdbXyGtdlEMIhJ6mp52z/Z51jKIz2b+5lr65+dT0+80Km2iZFBniHs2iqwlgATxuRTVu+iXYsRQMJ5l8lCqbN52TxcievI96/O6WP3dG+3OxGsiHCQc8LJDVYhTlRTJCiv0Or2pgWkB9PtsMwC7C0VKknQhIMmy/G57F5Nl+QFZlqW9/3VtuG3w2fGrms3sbSYuewj/CZ2G1d32Gpr6ymKGJTadQqBTK/lY/xjuDXMPKFSh54jpPduCEYH1GJXNp64U+DZhduyMQURCT9PT7tk+z1IESf3ZWediaEYc11fdSah2S6yj6lXEPRtFlmIwZxNWqClqiDQwlYOn84H2TCxi7XCH9eR7duP3rzN66d859u7ZHW9keu2ELWW4/CGq/DrkgAvCwe4NVOhyvamBuYXINFkAJElKB9TA3k+yU4GT9urByQfmS5L0QDQDbY/ksxPcp7xDS9SeBh7R/g+bw9nmcWPWP8wFoS+bbTerAgRqNrdwhiAcoHAYIx60hn0nEEBIY0bhE2VKBCHqjroDDr2KnfUu+qWayHZtAKtImCL0UFozDD+NSpsHfzBMv1QjNBZxifoHGkQDs0/QbIk8mx6uWE9lB0elZa8NB3oSDRq8aAmhgoCn/RO70NFHH91jsrH2Vr2pgfk5MFGSpBmSJCUCTwEfyrK8+11IluWL9+nBKQGOkWX5gdiE3LJP025gfk7zedTNBL2cL32Py9bY5mEKrxWdOanZdqchZ9cUFEHoWrI/0umhNTVvYIa1CagCHcwiG/TBkpfB13YnSo+14s39KuAsCN0ieQByUn921jnpl2IkpEsm7KqPdVSC0LLCaTD9EYrqXZi0KlJNWrCWcJnvXRpdYmp3bxcOy5zlupXNU56hTDOAzVUdey6Qgz5cspZ0s46CFCOb5bxmNbeFnq/XNDBlWW4EzgVeIFKiRA/cIknS0T1pvnlHNAaUaIyJ7R+ojfxBuZxtjAaFAuT6tqPMGNZsVzC+AINT9F4LXc8XCPJNaCI6c/MkP67kEZSHm3d4tGjzN/D9nbD9xy6OMApc9fD1TWKESOgZvDZ4ejjWqiLs3iD9U0xgTEHnt+D2i+llQjdb9Q58diXUbe3Y8aEA/PwQuBt3r7+UJAm0ZnSyh0anaGD2dhVVVSQHqkg57FxOMm6hvHhbh86TQ0FQqNCoFJi0KlRSGLdbrMPsbXpNAxNAluVvZVkulGXZIMvyGbIs22VZXtDafHNZlgtkWV4Q5TDbdUvJNRxmaT6ltZldNQZ9rtYbmIHGEox4MPY/rNk+f+7hLAqP2O84BaE1DoxcG7gJQ0LzBmb9IZczO3hSxy5kr4z899enujC6KHFUAxB+7WjC9g7UqxWE7tS4ExyV7PTo0SgVZCfqUQ44ijo5gWqRMEXoLrIc+ffldbD2Q3hpIhQvgv8eD5Y2ZlA17ICF/waFki3VDgpSdiU+1MWjQMbtEOV1ejvb6i94V/sEKXF6TvB+g6dsNQCyLLe5HrNW35+QOpKnRJIkUpUudGKwpNfpVQ3MvkIXdqLUtZ/kB6WaWnU2jjaS/FSF4jnPfzc5mVnN9hkHH8WzzuMIhsIHEq4gNONuKOd85U/E6ZqXz0kNVDLGt6L9Bf0eCxVeFZO9z3O7/QzCf7zXTdF2E1cdAaUBv9vBj4tE1lwhxhp3gjmHHZYg+ckGlAoJzbH38rPqCNHAFLrP1rnw70FwzRI8V/4OVy6IdL6VLYUXxsHq/2v5vNqNYM4hrDHzzboqjh26q7NSG0dIUuJpa+aW0CtIpYup0hcC4DHlE26IpEzR6/XU1NQQDrfwbCrLBIJBtOo9VRFkjQlV2Bezeph9ld1uR63uvjKGvakOZp+hD7tQGeI7dOwLwz/CE2j9j6rYDuvUo0k0aprtyzMruEXxPjVVI8jOydvveAVhX8Hazdyp+j+Mmqeb7UttXMmdyndx+W/HpG3jLabkd+IWPkIlL+O3bcY19zXixpzfjVF3MVcdNmUSdQEF9rKNwBmxjkg4mDUWQVI/tlQ7GJgemf0i1W7kL8b1VNvFTJa+wPnDvyiyhkg74baeUSPS3Qj/dw7WhOGMfjrSeMhO0JOTmM0jf9tB4U9XwpyroN8REJ/T9NyNcyBtKGUWN1Z3gMkDUiLbjam8PXUFO9ZVRfd7EbpcRsNSNudG8o1Iyf0xbS0jGAqTkZGB1WqlpKSFEW6PlVDDTuoThuExRe5xp9ePvX4bsl2NQitqbHcVtVpNVlbzwamuIhqYMWCUXWhNCR06tj8VbLSHgFEt7let+z+e1/6EJE1vti/ZbOIS5fdsK54lGphCl/K7bLjRE6doPjtdG5dEvOTC7gm02cC0b13I0mAhD592COp6NXEr/gNeO+iaJw7qkYadxh2/Grk88AQ+W22soxEOdpmjID6X9UtsHDkoNbKt6FcuCX3Kj7bTYhqa0AUCHlRLX+KQkJN5634i/aFfYh0RLH+dsDGdMdV3AXDmuBzKGt0sLWrk2OeW8tpf/8Px55hBoYpMo5X2+rxQG2H0+WystJMWpyU1ThvZLklkqe04nY4YfENCV9IEnSSlZAKgzRyKZstiahw+shP0JCYmkpjYPBdJYN7j/L7gK5Kv+oZ+WZGBGG8gRM0Hp8DRd5F/zCVR/R7aZCuH/0yGv68DXccGjQ4mYopslMnhEE+GzkWZXNih448vfZoxlu9b3a+wFJOobHkxvKRQUqPMwFW9Y79iFYTWBFw2XIqWexL1ccnE48LuDbR5DX/RYnbqR3DBYfmMGDkWr6zGU7qyO8LtFrIcYnm9ipKsE1kR6BfrcISD3cDjCB9yNhsr7QzP2tVJY0ghEZuYItsX1G1BHXKzQe7PVOVqah2x/52GlDqeVfyVlDg9Wx+ewb/PGsWHf5vEugeO544ThnDlOyt5f2kxvDgOlvyn6ckzX4ZB09mw9/26y9T5MxnkWRO9b0ToFpcqHkaZNxEA47TbuZ+rKG90t3mOva6UGjmRAal7ssbq1Eoei7uHZerx3Rpvp637GHw2qN0U60h6JNHAjDJvEGYHZmBM7tiwdEifjNbXepkShbsWvz6l1f0WXS7hRtHAFLpWyG3BrWh5HbHWlIROCuBwtpH1LRRA4yjDl3koAAOzkpnPeIq2rO2OcA/Mijdg7cfNNgffOpXTA1+jHns+37qHdryItND7zbkWNn7RfdevXh8pQg9QuRqC7dQErN8On15BWYMDhy/I8F09/xiTiQvZqBINzF7PWb6e0nAqxnNeBWB7eexnTSxIPodXGsfz9fWHo1HteZyM06m5+ugBPDdrNPd+W0T18Ctg7t2RpD+WEvjpgUgiIGBDpW3P/bpLWBOHMuAQ76m9mCzLrPJmYDRHRimlUIDj4kqobGx7ZNpvqcCjS0e31xpMAH3uKNb0tIpLW+fClJsgr3mSTUE0MKPOUVfKM+qXMKs7lnhHMiShC7a+2F3trSdsSG399RIG43a33WPUU2zYsJafN4lsnL3BsrSzeTT1sZZ3pg7meNUbWH0tJneOUKo5z/QG8YMmA6BRKfh5xOO87jmqG6I9ALIMX/8dPrscnHVNdkmNOyiTUzksvIqZ/IzN0/aIrdBH2Cth9bvw0YV4vroDHF38nlW2DF6ZAs+NitSJfe0oeDg10tBsTflyKF/O+ioX6ea9phsaU9GFnNTbOliXVuixiuVM3pBPIbf/MEIoqCntWMmHbrP1B2zfPcgZ43JaXQ966uhsZhySyU3r+yMbU+Hji+G5kbDoGVDrkWWZdRV2hu0zginpzBhlN06fKK/To3gssPWHDh3qbihnifoqEtn13uNz8KLnDmzVRW2e92PKhWxJO7HZ9hmqFVy4/tJOh9ytssdB/6PAVhHrSHok0cCMMk9jOacqFhNvMnToeKUxGX2o9Z68ZdIonOkTWj2/+JCbeFZ50X7FGlX2KoZ/fARZ/3csW2vE2ouezu20kmhonlgKAKWasC4Ru6f1URe/rQZXbRGH5O5Zg3F0PwPBrT/3rF7roBcOOTvy/+XL92z32lF56rHqckl2bOYkxRIsbtHAPCg0RpKZHOV7GseKDwms+7xLLy8vegaADwuf4P1lpezsfz7hhIJIQ9NW3vJJVashcyTrK22M2Hs0KG0Y889YQ7ldZF/s7dZQyPLkU1HqTNw5ZC4r3M1LRLWqbBl8fhU8EA/V67okntDmb9HZd3L8sPQ2j/vnX4az3aXj9bFzIDE/Un4tPg+yx7G+wo7F7WfygOQm50i6eOJwi067nmb1/8H7Z0HJ4nYPddrqSZVsxMX9OV0/Ca/CSLCu7Rl1C915mHKGNtuekZlDQWAHoWAPuiemPxLJmPzu6bGOpEcSDcwo8zosONGjVXcsv1Jg1Pk8GLig1Z68t4PHE+w3tdXz+5llEhpW70+o0VUVWW8xVFHKpiLRG9TTTd32CGfb32p1/5eu89BVLW11v3Xpezyh+g8D0/ass5iU6uf54IOUlrfyEB0Laj2cMZs1s5azwbTXNBhHJMNhOC4TjTGReMklHoYOEqGkgVzmv4USOYN3OAnnope75sJBH/Lq97my8XwGe9/iH5vzuPvLrUzdeBIn8wKl016OJMEq3efvyueITOPOPbT5ejaFkvR4HTanG19QNDJ7raCPsb9fz6jkyO9wUIqemupOfE7+9zhYEykXEvrwQmipPERnhIIENnzFIsYxaZ/G4b5STFquO2YAb6+oJXTGm3B3RSQpCvD12krG5SeSsE9npeKYO/kpPFa8p/Y0zmrQJ0FcRruHehorcco64v9sYEoSNn0uGkcbtVFDQe4ouZJhmubTvzMKR6KRQtSVbtnf6LuWsw4WvxBJ7uNuiHU0PZJoYEaZz2nFJRmQpDamD+4lLq2AYjkTawujI7LHyoXut0jXtT6NpF+4lLfkf2Bz9fA1OI4qdkq5+GUl3squ6WEVuo/ab0PWNc8A9yevwkTI2fqbrr2+CrcqgTjdnhpMyblD8KCldnsPSvSzdS6eFe9x6ltbmfXiz4TCu0ZXDSl83+9OUpNTUOgTiFd4xMPQQWJneSW/hEfx5sUTGHTsJRhd5Vg3LTjwC2/5Du+Pj/BjGVxy1FA2PngCmx86gbcvncjAjDiO+S6Blb99D++esWd9JkAoAIddjTzhcjZU2Bie3XQ925D3JnCYYiO19paTwQm9gNfGUOsvDEyKrEs7seJZZtS+3rFzd03tfz04g5He1whbSvEV/35g8ZT+jsJvxzTqL83WyrXkxEMysbj8vPnbnumR3kCId5eUcPHkgmbHq/ofQbU6T7yn9jSWYhhzPiT1b/dQb0MZNVIymr3uD48pD7O7rPWT7OUUhnaQkNC80yIlNZMG2Uxjyfr9ibzr1W2C+f8CY1qkXE9PmnnVQ4gGZpQ5Qiq2qAZ3+Pj4uhV8p7mjxQamvbaMq5RfkmLSt3p+clZ/VFKYqoo2eo16gJC9mtJgEnZFAl5rdazDEdqhDdqRDK03MD2qeMLu1pNThRt3EtDvM8VLoaRcXUCgsgcl+tn8DbaN87hQ+QPvaB5lW+2u6dvGZL5UHU9+sgGMKXgUJqzudhKxCL1f0MeAj6cxNb6KY4akcdKUcbyvO5vFOw48+0Rw8Ut87DiEY4emc+eMISgVEjq1kqMGpfLsOaO5a8YQzl0xEHfSEPj2tj2jUIYkOO5BymwhGlx+DtmngSkZU0lTOEWin97MG1nHlp0eGTnSpw8kI1iJxdWB9xxJwSvaS3mSC3nz6uO4QPEYcxszDygchz/MW4Hj+MvEjj3LpJl13HPSMF6cv52ddU4AHvhyAy5/iGOHtjDFdtls/q7+DLtoYPYs0+5nq02J9YO/tXtohTKHr3WnNNlWNOZ23gg3X1/5p1DtFqyykYTU7Gb7JEniQ+P57Ai2PWIeNdYyiM9lRZ0C5BAehyXWEfU4ooEZZdvMk3gu6Z4OH69UaRmkKMfSwgikvbEaj6whJan1B31dYhZBFFiqivcn3Kip638qTwXPYlviEdT4O7Y+VYgdY8iGypjU6n6/Jj6SEKAVOY1LqM84stl2q3EAyobtXRJjl7CVsdmbSELuMAoVVWyq2pWwYN0nTC7/L3nJRhhwDHckPSsehg4GdVtADpNUEKlLrFBIbB96DT84BxzYdWUZqtfxu/pQXjxvbLPdkiRx+RH9OW5ENk84Z8C2H+DXJyJr6h6IB1c987fUMjDNRFZC0w5HKS6TAXoHVTbPgcUoxIzPZSEsS+RlRhL6mbMH0U9RTWk7JR8ALMTxmO1YvrjucMblJzF24hG8MvcPvN79vx8WeAcyW39ps/IibZk1IZfx+YlMfeoXzpu9hA+WlzFzTHaT7LO7OaoZLhWLEcweplaTzX9Xu3DsXN7usZtVQ1iWMrPJNlPGADa74lrNs+Cq3kGxnE56fMuDJhtyzma1r3njMybqt0LyAN5c5+Ny/y18vq6npbiNPdHAjDJlw1ZGKDoxmqhPQImM0978Yd1lqcFKHHpNG1NUFEosihTcdW1n7oq1MjLYoixkw5j7WSo3X+At9CzPKi4kkDWu1f0bc8/lD8WIlnfKMrcY/oVyQPMG5oahN/Gy+sKuCvPAWcvY7E0gNbsQE26KyisBkMtXkOQuJj/JAEEfo6TtuDxiCmJfJ9esp4x0jh+zZ4rYlCQ7o3a+emDX9dnxh2TGjJnQ5pTDB04Zzvf+0Xw+4X3IHB3ZmJCPbEjmm7VVTB3aQuIXcyYFaquohdnT/PYc/O+0Dh1q84VZJg8hPT7S+apKGUCW1EBlfTujJrIMb57AOH01g9IiZaVuPLqAdwI3s/STp/cv7tpNmOfdxZGFKR1e6gORzpgXzo10nize0cAlUwp4+uxRLR+sM2NWeFqcuSXEjv61KeRLNRiD7Y/WFW5/i0nSxibbCsq/5DXFo9g9LS/rqlJm8r08ibQ/s2Dv42jleoZtn935wLuDrYxwxkgWFTtZrJrI1gZxr+5LNDCjbGD5p5zq+qTjJ+gjo5Nee/PeEbvbS52y7QxuAG/kPcYy5ZiOv2YMZP3wN84yrmGwZxVZdlFguaf73DsefUpBq/stecezMtTyOo1gWOYnSyr9s5vfuxnZeWxt7CHJSGQZlBrWu5OIz4x8L9bKyOhqwFZFRSievCQDuOp5qO5GZJfowezrXGVr2BjKZUjGnpGb4SlKLvJ9gNXa+pTw9mxshFP9D3HG0a1nBAdIjdNy8ZQCHl+jw5J9DFz2I/ztF7bUOFhe0sgFh+Y3P2n8ZWxJPZ5qu2hg9igbvwCNsUOHVhsGc27gvj2Zu5MH8njCA1S012ngc5BYv5IhWUkoFJHGoE6nozj3VExlC/YrbMuWRWRYVnL+pBbutXboNUo2P3QCax84nvtPGd56A1UbRxxurGIEs+cIBYlzbKdSTsYctrWbKGpE3dcUqJp+Jpp0anKlWuqcLXfGbjBM4If4s3ffq/sq0NoZZ+9YmZRud+Yb7Bx+HTZPgM8SX0BX0X5m3YONaGBGmdJvJ6RpuUB9i3QJzI07nUZ/817tFaaj+Vf6U+1eQpU1gu22nv2rjq//g2SjhsLKr5nsWRDrcIQ2eGwNzJYeIVlqvZzMEMt8TrZ90OK+2jXf86XydgpTm/8dDFLV8ov/XFwOa1eFu/8kifBVvzHXUUBWSgJ/jH+MlQ2RntVQ7VbK5HSyE/WgjWTCDXhEeZ2+bl3mObymnEVm/J66fzmFowmhYOfGFft93a0LPyEtdxDJppZ77vd2/qF5GLRKnvppK+RORNYlcNMHqxmeZSY3qYXlBfmT8GaMEyOYPU3QB4XTOpQcxFO1iSP1xSj/fPDWGChNO4ra9mbIuiIJfvJy85psNg+cQn/vJrz+zteZrNq6khptHmPzWl+a0xadWol5r+RuLUoZRHncqI6tMRWiwx9ZO+tJGMhnwcOxu11tHm4MWlCbm3Yi6+KSSZSc1LfSwNRv+Zyphp2tXtOcOYCMUA3BYA+oj1q/jZIaK8lGDRmhajSOHpT9vofo2a2OPkjpdyBrO75uAYWCb7NvoCLY/Bx/xXoGm9v/QzvK/hVXlt/ZmTCjKxzC4G9AFZ+JQh+PISwe1Hsye0MlRyrXYY5rvfc9OVDDhEDLD9zWiu2oFBLxhuYPGVl5A1ASpmrnhi6Ld7/Zq2jYsZxASCY3yUDcxAvYYNdhc/uw6LIpNo1CrVRE6roBYa8oZh8zm7+B7T93+8usdsajzmw68qLQ6KjQFGDf3npZnjbVbODUTbdwUmH7jUuAOJ2aZ84ezf8tK2PIfd9x68dr2Vzt4JzxuS2fULGSWcX3RZL8uBvhqxuh5ACziAoHzl4BX/8dfn+p3UPNWz/jKsWcJtsubnyefmXt1GC1leFHRb+crCab80YdRaLkYMvGPzoXsyyTXfE91pzWS6N1iYLD+W3Q7TSIBmbPsauBmZQ3jNuDf6PU1sYIZjhMXNiOLqHplH3JnEmS5KDR1vIz3siStxmpLm31smm5g9BJAaorY9yYC/rhxfHYy9ZRkGIkrE9C6d3/GSx9lWhgRpk66ETSxbd/4F6mO+eQUN/8g+CsonuZIrdf0iEuIYWcQEnPKmC/N1c9CsLok7NRGBIxyaJmW0/mttUTkJXEm1vvwVabkzHLDvzB5h9Cfks5NnXLRcJ1BhM1Ugq2ik1dFu9+2/w1hu9vRqNSkGrS0m/bW1yp/o5ttS4+H/gYodRda4UVSgIKLeFdH8BCDPzxbqTYtb2y+17D3ci5i6YzLqn5SGBtymFYGuv267LW1V+wMjyQw8e2sh6tBaNyE3jn0ol4A2E+XVXObdMH89dJBS0fLMvk187DYrXBJ5fCyrfg08v3K1ahi8gy8qTrcKWMIuRs/75ROKpwaFKbbEuRG9A5237QtjmcPBM4kyGZTZ85tPEZ3JbyH+bXdmyK7p/8bjvrQnmkjp7RqfM6zdXAlMY5NLYy0iXEgErHj3GnY0pI4Rr9jziqtrZ+rN9JqZyOKalpxwaJ/fhUfxYWewsNzICXDO8OAumtL+dKSM9jI/2orG1eJzOqnJFKB9vdRvKSDEjGZLQBK+FwD33GjhHRwIyyR/W3UNH/rE6dM9L+Cxm25usSjUEbpqT212Am5w4hg3qqLT11hEXmB800ElJzUO0qWu/yiQZmT+W11WPH1KS+1b705lQSJAdWT/MeaJWtGKeh9Uxw9dpcAjXbuiTWA+Ksxa5KIidBj0IhoXTXc5RuO6VF20je/llk/eUunx/yClvoF8NgD3Ln/h9ozZEsr93FWUNCsI7sjOZFxi2H/4OHHafsVyeefccyinTDyUvuXPbsyYUpzL3pSH67cyrXHlPY+oEZIwkZ0jjf8y7snE/R1JfBXo4cEFllY0aSmJ/2V76oTqK0vI26gLto3DV49fvcd/pElD5rm+etMxzG28qZ5CQ2z8o5eNQkFmxo/7X39sMOF5eF7mL00CGdOq/TXLVM3vIoDqeYzdRjGFOYbboSg97IRXwNVa2XE3NKBo7xPUV85j7ZtXVmvsu4ikpvC1OkXbUoCROX0XqNTUmp5rakF9gabP+5t1tZy0ClY5NDT26iHrnfUWwLZYk1w/sQDcwoK/Ea0cW3PHrTmqAuGbW/6fB7KBjELDtISGm/nlVy7mCUkkxlcRs9TrEUl8Gt/r+RnhiHPP4yZvnvxeXrAXPshRZZwjoWq9pORmJIzWd7OAdbC1kAV6jGUZZxfKvn/pF9HkulkQcc5wFzVNEgJUXWWQIk5JKvqCdYtIhjKl9laOaeaeuO1DHUBzo2xVHoYqEgLJsdmapsr+i2lwk76/HIGvpnpjbbNzrLyCGeZVTUNnTyomHiGtYg503ar5gGZ8SRndB6HWQAVBpU4y/iStU3BBU6Tv82Mr23uLj1tU5CN2ssIuHnO7AQR9DR/gim3ltD0Ni0gakyJqEO2No8T7PkWaYmW1pMmnJa/Hb+a72Mkrq2r7E3z4JnufGQQNuZ67uCNrI+3+/ueGxCN6vfxsmWdzHpVDhVCQQdrY8i1tdUMkbaRpq5+Wfi6d5PMVYva7Y96LHTIMeRnp7VbN/eJunL8FWu73z8XclaCvG5lFo85CYZ0E+6kk/DR7a6tvRgJRqY0RT086P3XDK9nftgDxtS0PubpoWuqypBIcmkZua1ctYekiGR9/Tns7OtOfMx5CtdyfTAT6SZtRj1WnT4cYoGZo+10zCSVxNuavMYXc4oLpL/gaWFBubn4cMJ5U1p9dxg/2OZ7yo4wCi7gLWUsnAKOYm7RpbSDyHTX8Tgkv9jQWAEp4zc80E4fd3fGeeYH6NAD3KOSvj2Vl4In059YsenmXaWrbGaRuLon2pqti/drON1zVMUbWz+4NSWaoefye6nGH7E6V0VZoukQdNZrxvLjd4rCWoTCaDi99Uxfkg7mNnKGNbwPT+HxrJA2/56xkfSnqQq67gm28I5h7Is0J9gqJXPdVlmVNHrjEpoOblTyuDJxEsudq79rUMhNxT9wVmNrzIyMwp1qnflqZB8LS+zEGKgbgsn+L7DpFXhUSdCG1O7Azt+4SXN88RpVc32HeJeSrJldbPtVdr+jPO9Sk5y8/fXvZ3imcPA0o86HX6XGnAM8qkvUm5xRxqYls2co1lMvUM0MPcmGphRFHLVY5B86MzJnTpPjs9h37JBZT4Ds4L/JDmjY9PyludfwXp759ZbRItn6wLOVP5KqkmLtnwJS7XXihHMHkxXs4pJis1tHiOFQ5yqW4Xdts/Cd6+dS+qfJt/QevKGEapyrq57qCtCPTCnvsgX0lRyk3aNEOWMx9VvOqOkbcwJTyHRqNl9qCFowxgQZUpiwlpKUKHlqYZJ/Nq4f5ktO6JOmcG7oeNIbalGm1JNnTobS0nnklOtWLGEQUkqRuQ3HxXtUtlj8cz6lOHHX8S3Nx7Jh2Pe5Wdr86m+QpT4HLglA1XmkXzmG9/2sbJMiceAOSGpyWbtyJm8GTyBxtYS4XgsaMMekrIGtLxfa6JGU4CjeFWHQi5ev4RSMjhsSjcn+AHQmJAVahJxYHGLRD89gt+JS9Zh0qnwaxIJBlrPSu2x1uJQxLdYhiZsTEPjbt44rSnbQYHGRtJen6stCZtzMbi7ca19R8RlUJc4Gm8gHMncXbmaq5RftFp+5WAlGphR5LJFpk+Z4lM6dZ5j/PXc6rusyQLiUluI2oTRKJQd+xWeFJ5PRvEXnXrdaPHaarBgjtT40hgxSj6cXvGh0lPll3/FNN+PbR8kSTwefJJQbdO1lL7GMk6TfyIjqfVMytkJeqbzO41WaxdEewAS8tjg0O0ZwVQoMZ/0EEFzLvde+dcmh8pqI8pgezUDhG7hqKZBkcx0xXLSlvyr216mVDuIj3Vn7SkVsQ+vuT/hzqwBlWVGL7mJaxOXd1GEbZtQkMQ1RxeSm2Qgod8oNjeIde4x43PglPWcmOng8oan2l67ayvns4ZTyVI2XY+YLDdwlfJLalsZNZGtJQBk5LbSwARcScNQ167rUMj5a57DrU1D1cFnjgOiUOC/rYhV8iAanOJZoEfwOXCEdcRpVcwd/E8+ir+s1UMDjjrc6pY7+xRxmRj8zRuYcatf42HN/1qvjbqLKqU/SYGqzsXe1T69Ateyd1ErJTLMOtAnkiA5xb26D9HAjCK3vZGArCQurhN1MIFEpY+hFOPw7hnVy/3jSW6X3u7wNfpJ1Yyy/dSp142WoKMOtyoxsk5k19oLr0ss7u+plD4bIW1C2wcplHgUJmyNNU02W8s20SDHkZXWeidLel4kYUlVSQwT/VjLkB/Lx2WppV/yXiP/yQNQ3bye4QVN1z5LWiMa0cCMDZ8dOwYGmALkNHRsut/+SFnzH47Qtb68QZ05lATn9tanLO7DV7eDnEARSRM6l/StKxy28WFmOd8mJLIexoZSwzY5l2EpKs5QzMfhaX00SHbXoyKEOanpKLc64ORO9Qc0Wlpe9+tsrGF9uICc1IRWr2044hpetU+m0tp2wqdGl59HPacij7mgzeO6klalJlPnb32EVoiqQFimWk7ApFORovYj7cqk2hLZWYdf23IDU51WiCOkxhto2sGlsWylwTSw3TiMGQPJClfj9ccwoU75chrcIbIT9JEOR30iJtlJg1PUGt6baGBGkVWZzL+DZxOnb3sKwL6SbRv4SPPPJlNFtLYiDDpdG2c1pes/mRGhzbi8PS/LVcDnxavb1eDYVVPQ7+6pGW8Ftd8K+vanIvrU8bgsTRMB+HcuZKU0nHh964W2VYYE7JiwVG4/0FD3n7UEOeDBoYhjUEbba0IAPAXHsirUX6wXioVxl3C58l8kZ/YjMbR/pUI6oqD4Iwbpra3uT5h2M9f5r2NLTcc6x7atnEeVnMzI4SO6KMKO0+l0ZEv14uE9RsLDZnKl7waysnIAsNTXtHqs116PTTaQuG/dYXNkDbirvuVMsMUJkzgl8C8y41tPApUzfAoNiYeweEfbyal+2VLNIuNxDJl+ZZvHdakvr+dW1cc0uMS0w57APuIirgzcgkmrYnztZ1xZ/1irx86Jm8WS/Gta3KebdAW3Bq6i2ta0MaZzVyPHt1LLdy9pQydzhO85yhpjlAU7HAJbORvdCRSm7Xo20CeikMMi6/E+RAMzihrUGbyvmtnqFKvWGBLTMUo+Gm3W3dtSXduQUwZ1+BopA8djltyUx3JUqBWf93uAn9MuiXyhT+Q/5puwhkRGzp5KG7ChNiW1e1zAkA6Oplk9q70aquLazxC7xnQ4lc4YTuGzluLSZ5OTaESraj9jYmjk+XwfnijWDseA7HNgcXnIyB1APC4cdms3vIiM0V+POr71DIemxDTyUxNYV9Kxtbjy6vfZkToNjSr6H8O6xGzSsVDrED3useCo2EyBXE52dqSB6Whofcqfy1JLoxxHimmfjmltHB5Jj6+x5fVo1uLVDI9zt3t/vaR6DveqD9s8Rrvo3zxt/qDd6YtdKj6bHEWjmHbYQ3jqS0jDQpxWjdIQjy7kavXYLS4jhrSW84PEK/0cod5Eta1pA9EcqEWTlNNuHCajCcmUSlEnsh93KVs5hAMsrDcxLn/Xc1DqYJ4+7Deq3KJJtTfx04giVfEvXK3+qtPnKUyRqTE1lZGHdbetnqxwJenDDu/wNXSJ2axSjKCyuvVpDbESrt9GhnHXB5dax5KEk7CJBmbsfH83VLSe+OFyxUPYhsxq9zJFR7/AS65jm6wvelt7LkUDL2733PmD7+fXwLAOhdstLCU0qjPIjO/YLIH4miWcqlgksh/HQOCHf3K/9Dr9BgxmXmg0NfWdLBXSEV4ratmPMbn1+q3IMv/nvgLPph/av1wgxHnuW1BNu7cLg+w4VXwWmUordSLrYUzIS1/mKuVXJCUksFYajK2NUbpawwBeDs/ErGs+68OqycBtb/l+L1x+P2drf283lkRzHHFVv7e6DjQQClPYOJ+UnI53aHcJczYZ1IsRzB7CuPhJblB9hlGrRGNMwBB2tnrsPbW3MNa5oMV9kqOad5QP0dCw12wTWeZaxT/Q5E/sUCwfcQeqjZ91JvyuI0lw6FWst2kp+LN2sSSRrXZhd7b+MzkYiQZmFBlqVjCBjZ0/UZ9EGAX1NZGpMOVWN88EziBvQCcewCWJF3KfYZWvjQekWAgFuWnrhYxQFO/edEPjvzA07sfPSThw4RAseQn8LfdOhsMyVpeHJHP764izcvph9YX3lCqRZdJLv2ZkWvPU5fsaqa8lq7L9B/Vuk3cYv5lPJKODDUxDzQrOUC7E5RcNzGjzuaw4ZD3Z6WncoLib6lB817+I1065lEFCehs97JKEK34QyprWC5D/6duFSynQOhk1oP0e+26RPY6ftMeJBmaMhDwOXJIBo0bJ7fH/plzbenH5SnU/5uuPa7GW5XtjPmCedFiL52k8tUhx7dfJThx6JCOCG1lebGlx/4IlSxlEKfmTzmj3Wl3KnEViuFFM4+4hwj4HXoURlVKBzpSIEXeLa7jDoTADQzuIS2yl3vufU7vrSndvcgdCLHDlkZXWsRrxHl0a4foY1fFNyCNw/KPUOHx7amQDZy8+mQx7xxJmHSxEAzOKJGcNbk3nMsgCoFTxzpD/sMKdDkCJS8t7+vMwGDpXduSw+AaknT2sVp+9AhUhVMl7plMM9q5B7Y5xlrCDlaU48t+4TAg3X09odbpYq7mEbG/7U62zq35knvZWihsijVVP5Qbu8TzN0JT2G5hD5CIucrzednbF7jTgGL4KTGBACzUPW6LSx2GSvLh8IjNntAXdNtySAbNexVn6Fbhqun7tbtCcy1G+Z8hIafv9W5U9mgz3lnZHslPWvso/jZ92f8H61qQOYkHKua1mIBW6l+y141cakSSJccpthBuLWj02ftP7zFL92uK+XGMAv7W8+Q53I4n+SsKpQ9uNxTTwSAYqKvjyh5Yzg4dWvUeJ8RB06a1no+0W2eOY3/926hyigdkTyD4nAVXkmVOVM45bAldh9zTP6dFYW4ZR8mHOHtzyhTQGXAozfsue+7b6x+d4WfM8A9M79nkbSshH6yju9PfQJVa+Rf3auYRlyE3cUxM2pI0HrzU2MfVQooEZRSp3LX79/tU70/SfwuaGyAO/9NszXJLwR6evcbhiAzOqX43dQ3tLbOV40WBO2bO2ya80IPnEVIOYqNtV3/LFcdBCljhLdaTXMT69oN1LKRNyyJbqKdu1VqJm6wrKSaV/QfvnJuQfQrZUR31jY7vHdotvbiVUs3HPIv52SBoTJoVPrMGMgbDXRkgThyRJXBF4D3Xlsi5/jfrKnQyUS5r0WLcksXACoxQ7WVva8mgQQH19PUda5xCX2X7GxG7jsXC162Vs1tbjFLqR37H7Yf0i15tkVLae4T2hejFDlBUt7jus7HUusL7WfEf1Onxo0WYd0n4sqYOpPfJRfin2sKGy6bq2YCjMp/ZhlIy6uf3rdLW4DCz508UU2R5C8jsJ7bpn45IzWRAeg7WFBmZ9yUa8spqUrNZrtDu1aWDfc097arZj1GtRd7AEjjp9CCnektg8yy7/L42lG0mL0zaphS3rEtAGbPiCopP5T6KBGUWWsBFPfOtTYdpyWOMX3GJ5kFBYJqdmHhNSOt+rl144ln5yGVWW1hdnR5vLWkODHMeAtD1TLoNKA1JANDBjwlnLcs1EwkjIjuYNTFd9KX5ZhT6hA1NZkvqhJExj5Y7IpcvWUq3O7VDSnLSC4YRkicodazr9LRwwdyMsn02DO9jhBia6eGRJJRqYMbC+36WsM0SmCfrUZvyOpo2m0gY3v7eTJbM9gZXvcq/6PVJNba8NVw04hk9Sr+Pnza1nBd2xIdIALjz19gOK6YDIMkdY5xBwdF/WXaF1vw+7n0XG4wAIquLA23rWdKW3kbCu5azdmsRs4kMNzbJXh7PHc0boEfJSOjDLSZJIm3oNhwwfwX/m72iy66v5i9gQzmfcUX9p/zpdLRTk5DXXiOUyPcSSwbezyjgFgLiwnc8092NvITnVVpeed/QXoFK1PlNp4eh/83340N1fq2yl+I2tJ1Dbl3n4dF72n0R9tBNAhUNQt4WNwRwGZzRdJqQwJBGPS0zp3otoYEbRk/obqO03c7/OTUrNZJS0jZIGF8mBauIyOj9dJbnfKHRSgG2b218jFC079CO4JXjdnsXSQE3iGOrDnasVKnQNedzFnGW/iQbZjLWmefp7X0MZ9YrkyEL39ugT8ShN+GojayXM5b9QndqxxFQKjZ4qZRbW8q2dir9LVK0hpDJSrsgmP8nQ/vEAw/7C9eZnRZKfGNgWdygWY6TjLqBNBPeexqQ3EOLIJ+dz7uwlB1TzMVy/g3ptTvtZNI3JJE88mx821bbau75way1bjOOQOlDqp9tozQCEPNbYxXAQq1JmEDJEZjOFNHFIvtbLG2j8VjC0nLXbmJLXYjbgMidsDGQyOL2Dn6NBH0867iBt05t8vz7SaJBlGdPy53ksfwVGbfvLGrqcUoVRLTPBuxibu+eVVzvYlGoH49vVCFSotYxVbMNlad6RtsqVyrr8i9q8liFrCDscu+6pcIhc+yoc6R1L8AOQXjCMH5SHs702ygMRjUUQ8rHMlcqgff62FFPvZl54jMh6vBfRwIwS2d1IRu0iBqR08IF1H+b80aRLVu5+7VNSJRv5hcM7fQ3JmEyjMoW6op7TwCz1mSiLG41qr6kRK4fdxULVpBhGdfByVm4lFQu1cgKN1SXN9u9UD+T9+Cs6djFJYu3QW5nXmIgvGGKa859kHHtdh2N5ftCbzJWmdPj4LlO1mlrTIIZkJTS5L9sU8DJIWSVGMGPgyNW3MFwqBsBvzETn2dOrvqrEAsiAzLba/a9RpraX4ja0X6MN4ET5F+51PMLGquajUi5fkNkl6TSc1nZZiG6nVOFXGgm7rbGN4yB1+u9nMlGOJASRtWaUgdZHMGsUqYTj81rcZ0rJJVNqpGafkg/MvZsn9P8juZ0R991UWoyTr+BOzSf856OvKW1wc/OHqxnu/YNRhfkdu0Y30GaPolBRxfY6UV8w1k5ZeTEj5S2RLzRG/Kjw2JrPgCjc/ibHqdt+xpxQ+wkPuP9Fo8uPy+PhxcApDBw3tcOxKBQSz+v/i2PTz536Hg6YuwGyxrC4EkZkm5vsUvU/gnpdAQ1iBHM30cDsbqEAOGqwb1vMI/LzFKbt38iclNQPnzaJkz1fUJR8FIbs/SvO/fGhn/CJa9R+ndsdclc8zjWqL5tuc20ky7UpRhEd5H64h7+qfuQd48Vs0DSvV7kjnE5R2rQOXy796CtZ1qDn83dewCi7GJmX3OFzC9PjaayMQaY4hZplyrGMyU3o+Dn1W3ix8W+4fWK9ULT1b1xIojoywrFt1B08rLhq977VZY0U686nWHc+f5Ra9/s11N56FHHpHTrWnJzJUar1fLt0Q7N9P/22hAvVPzOxX/t1ZLubI34wHp8YGYqFeG85Gk2k8bdp0NXM1l3a6rH36e7BnXtki/sUmYdwh+bu5kXrq5bjjetkw3DkOWgKDuMN1aMc/+T3pK97hXSFjfhRJ3fuOl1IkVLIUFU122rEkplYy3BuwqDetbxFknAoEvDbmzcwD7XPpb+27RqVyYkJ9FfWsKbcSpE1xMuhUynM71gH3p/6K2uRKlZ06pwDlncoFWd/R4XVw4SCfd7DV77NbaoPaRRrhncTDczuNu8heGoQ9h3L2Eoe2Yn7N4KJQonmtBfInX4jmVd93rEpii0YVpBFbfnOA5oudiDk0qXMXb6BebvWKKXX/ora1PQPdVDFJxzrnRuL8A56QZeFkCYeR+7RrPY0X2c5umg2x/o63muYr3Xyg+Fehhe9yauFy9GpO54183DfQu6uuy36C/knX8ejjpMYm9+JKYyayFpNv1v0tEdV0IdKDqDQR0qTZKYkY7Va9twzW77bfeiakv1fb/hY0kPYc47p2MH9jyFgyka99t1mCR+kZa9ykXklqg6sQ+5ua4//kPmxrDV7sAoFUMt+lPrICIgmIZ1yXyvPBQEPQx2LSGmtWpLOTFnSYVTZ93qolWUSnDsIp3eyE1qSkM77gKTkNN4/fxC3pS5BceLjYNyPzPddZcBUSs1j2F7TdoNF6GZBPyo5gEq3Z4Bkdfwx1ASbrvFtcHjIkatJzms7e7EiZSAFVLOuqJq6tXO53zinU88GAL6kQWgbt3TqnAO28QvWbtlBVryOnH2f5d31jJR2iCmyexENzO4UDsPWuTDuYnLXPscWw7gWa1l1lDT0ZI464qhO/yHubaxvBZ9Lt7IjFm/YAS/SG8cz/ZvJ3PzOIgKBAEneUsz5TTPdSdo41CF39OMTwGtFaUhkengRh25/ptnuXPsfZEodz+wqGVMZFN7JIYpiRhzawQf0XVL6jyJHrqWm0dqp8w5I3VYsv71Jtd3L2LyEjp+3q4EZ9IgGZlTtSo6iNkQamP09a/lNeRX1Dh/IMmdWP8uGQ+5gR/ZpbC5tnrSqQ2SZFfYE0tIzOna8Qon+sEuZKc/n1QV7kqZU27yM8CwndMg5+xdHF0v3l2D0VPasrOIHg13rLVW7OkUGV3/F0847Wjw03LCTp4KPkWxs/TP/Ycd96MsX7tngrEEre4lvrUxEW1RaFFcuYOwhI1BeMQ9pwmWdv0ZXSh7AmhF3sbXO0/6xQvfxR0aQVfo9DcxfC25ijaJpB9X6zVvQS37S8tvpuMoai6xQ4t25GNZ+zLiEzo9Q63LHkuXdRiDUvJxat3A3wscXs3P7Zia0NANFn0g8TjFFdi+igdmd7BVQt5m64ZewWVGIffBZsY4I48DDMUleijd2fSr/dm37AYDV2vHEqcN8uWglGoIMHdp0KqakjUMTFh8osaDy21CZEklReSh0rWq2XxO0NxtxbpNCATeuhWuWYBxxUqdiSS0YDhLs2LS6U+cdkB0/I634L2lxWrIT2i5J0YQm0pMb9IoGZlTJYdZox6EyRu7JpMz+aKUAVVVl1BVvII1GEg49H//JL7C6Dmx7pdV3ePxYnN7WrrxbqHo9n7suJM/c8Y9L1ehzqTv0Dl5fuGP3a/7v/XcokKrJG9XxtUbdKX/VE5ylmCcSU0WbQsmXprNQmCLLBXQ6PQmytcWGvqO2BItsIi2p9dkUibINpbV499dBhZanQ+eQm7+fdSvVu4ZLjR1fztCdDlNtY2rZS6IjJJYkiQWG41Hu9dk/KrCGjIYlTQ7bVFxGkXYwivh2MsKqNJRO+AdzyxSMcC8ldUznp2FnHHIk68P5bKtuff1yl1r7ESQW8FVNCuP3nR4LoE8kDicNTjFF9k+igdmdGncSVhmY9HoFJ7gfZOyIzifm6XK6eOo0ebiKlkf/tQ1JvGS4hj+OfJ3Dhg/iyblb+Vgxg7y8pvWSlDoT+rCHcIym8R7M3sl7mLqEcajiM4kPNS/tYAg50Jk7+eCRmA9p7Rf83pekMVKvyqC+KIqlSrZ+zxb1UMbmJbafMXRvGiMfD36GynAMM4MejOLSucf0T3SmBABUCdmEUGCpKqJ6zQ/sIJes7DwG2RZzumYpa8utABSVlhL3eCo7njiCt35rvcg9gK1kDQ5ZT05qJ363xmTGTL+I/qYAF76+hDcWFVFVUUTtmBuQUgft5zfbtZSGBMy4sYoMndGli2e29uLd96zelIgJd4sNfUdtMVVyMunm1ubIgt+YgWSv3P11kVPF84FTGZgR3+Whx0L/ZC0Xy3Mor6xs/2Che+gTedpwIxrjnvfAYfaFTLB+3+Swr6sTmHfEhx1awlU441qen2AhVbKRMbZznc8AxuwRvJh4J2srotTAXP8p3iFnsLnWxcSWGpiJ/aiMHyfKlOxFNDC7U/5knhr0P0blJvLe5YcyaUDP6BF0JQ1DXdc8AUV3C+VN4Xn7kYzTVfCg51/06zeQ2iMeRlI0vQ09oy/lqsDf8QREwdpo2yANQm1OQZeUTWLYGqn7tIs3EGJ1qB+GtP3sGd8Pi4Y/xDeOwui8mKMadv7Ce4GjGNOZ6bEAkkRtxpE0BjqYtVHoGvZKxjsWEKfblfJeqcaqSMJdW4y7chPl5jFIkoSybiN/0/7I6lIr9Y2NpL0RSYk/QiriX1+taXOalbOmmEpSSY3r3O9WGXTzqf9qLqp9jK+++YLMwy8k49QH9/c77XIaUyLxkqvJqK4QBQ07OMf+JuZd96wpPok43FhaWLvlayijUZnSZgF6TWI2Slf17rwKjm/v57Lk9cTr1d0Tf5SlDpmCVUqg4rt/xzqUg5e1jBn2T/a8zwJKUwr6gHX313ZvgKzqeRye2v6skD8Nn3IyzHgC9An7Fda58euwb56/X+fiqocf7oPV/wd+N8y9B+Y/ClVrYd/Rcq8dGneyxHAU8Xo1A1uqj501mhWjH45+bc4eTDQwu5GMxJydSmZNyGVKYUrnRkS6kX/S33nGcSzeKDfgXN/eR16olOzsPPRFP/B/KW9wbWbzRdoGUzxOdLj8YupWVLnqua/ofDKUdkxpBfwUHofLuad3sNzi4frADaQMmRy1kDJGHsOvVUqC+7POIhyGkt+R3zwRe105hIKRD5F1n4DH2vxDpPIPHNmH801NItOGNk9w1J5T199AgWNl5+MU9l/lH1zj/y/mvR6m5+bfyjJvDv8KX8T2cfdFNhYcTmFwK+tKalla5uVTxXR8F/9A+LYdHK/dwC9bWk8A5LVW4dIkd/79W2NEefJTnK5cxOfa+7l1XOwT++xNoU8gSeERDcxoa9jOjMCPmHbVljRmDOSF0Ok0upo/mP+ecQGvJ/69zcvFDTueVaEBFNW7QJbJq/yWkal959FOUuvZkn06uvp1sQ7l4FW/hfP8H+++ZwFUphRMYdvuqcvbK+t5WvUyhXLz8matSh8Oh/5tv8M6IrySgvIv2z9wX1vnwpMDYPHzfPbrCl756lf4/UX45TF49Qj4453ImkufE/wuaNgGt2zhubUKzhib03IulYCHsbWf4nGKhFR/6lXvQpIkTZMkabMkSW5Jkr6VJKlZ3nhJkmZIkrRRkiSPJEnrJEk6IRaxAvjm3MgVzpd7REr6vfUbNo5SKZ0NFdbovWgogGnly2ToAiSl50LORFj3EcQ3T01tLpnLb9obcPvECGZUeSxkBCsxGONISs/lb4GbqQ9odu9uKFnPmfoVxOmi1zM+WtrGHOk2Nld1/k3bMv8FePMEpJLfuPWZ1zn1kfcjHyKfXgaP58PSVyJlhABs5dDvSF7Ne4rx+Un7VU4o3luOwV/f6fOE/Sd77dhlw+7RIADlsJNYvWkruooljCnYlQEzbRhKOUh18UZ++H0ZGzJPR1twKIaQkxelJ1i6svUlA+v141mXeNz+BThqFlwxH06fjSIxdvUEWzTuYl7SXi6myEabz4FD1u9+H1WYM/g/7dlYPM0/78qdMvqkttezGcecwQLTSWyqshOq3kBSoBq58NhuCT1WNCNO5hP32P3raBQOnN+FS9Y2aWDqE9IwyS5c/sh9W1e0AZPkQdn/iKiFpc8bQ653a6cHS6pWfsPWcDbTfY8xx3AGP9WaKfC+x2HeF7hA/xJP14wj9H/nw6PZ8MwImD2VivJi1pRZOXNcTssXlWVGrnkIrauiC76zvkHV/iE9gyRJCcDHwPXA98BjwEvAmXsdkwh8BNwC/B9wLPChJEmDZVnezxSC+89vKcNCKlmdSRYSBTqlxM+6O1i/9h9QcHZ0XtRaikIOIqUURkYCZr4MzlrIbF5rUas3YcJLmRjBjC6PlSAKjKZ44vVqZqoWY6/IgORxAIRKlnCt4jPg/qiFZMgYzCBFOd9uXMaInOkdPm9TlZ2ixQtYGLiMnPGncN6w4ayvsHHRpg+pdYXJty4lflMB91ffjqF2NVRGEhq9I33MP07ev9INYbURpdO1X+cK+yfgtjV5WAeYrlrFOdrIPRrI3jX6ozURyhyLscTCJZX/YcCIScCpEJ+NLW4ghpJ5QMuJJhbJYzDlHMBHZfbYyL+expyFy5SH1SOmdEVT5J7V7ZluKMs8oHgdX+1NMKTpzImL1pzHb9mXAuPavObt+i+o3eFhZ309ejmFo8f2gHwPXWjgmKN4/wsv51Q5OCSnb6wt7U1CXidOWYdpr4487SEzOexLM784fZi0KipLt+NUxmPSGNu4UtdKGzKZzMX3s66kkjGFHaijKcuUbFrG8RtmMKHgfD6+YCzmXZ8dgVCYCouHb9ZV8fbiYr5S3MD/CvuTO3QCgexDuee7RqYUpjAsy9zytTUGwio9BrcVbyB0QNUe+oreNIJ5KrBRluX3ZFluAB4ATpEkae+hhiOAElmWX5Nl2SHL8ufANiB6c/r2ItkrcevS21w/ERMKBX59OsriX6L3mg07cCvNpKZlRr5O6g95h7V4qFJnxoAXt8huGF1eK3aMxBs0SJLE1eqvofi33bsD1grcmijXRDMkUaEfgry947U3/SXL+PDNZ/k0927uuOcxrp15DEcPTuO6qQN5+9oT+ObWGVx8+Q2stZu4b5WR0nAy9hEXcrLvYfKTDZw6up0MeK2QNUaUQVFeJ5r8LuuuBuaeB5+EnEgHge2oh1HvVW9S+bf5vHhCIqOUpcSd/PDu7YpBxzHKt5IKawuZq2WZU4ofZpi2ecKrXm/HfF503CSmyEaZLwTlcuqee1aSmBpciNy4T7IpWSbBX4MpKbPdax4WXIG8fR7rG+F341QSDJp2z+lNTFoVL5jfYdv6GGS/F/D5vDgwEKfd05GXYNSQp3FQ3hApMbKq2o8vLrqzNLQ5o7Eok9m6cXXHTtj+E9rPLmF0TjxvXzpxd+MSQK1UUJBi5NpjCvnx5qM4fnQBR6w/kVt3jmHgsztZsKWOh09ru7asbEghGbsoVbJLD2v5tGkk8MefX8iyXAF4gL3v6N+AM/78QpKkZGAAUB6lGJvQuKvxGzpYOy3KPDmHk21ZFr3U30EPG9SHUJDcSkHpvWmMqKQwHq8oVRJNYWMa7wWn7U4O4VAlE7TuydwnOaoJGjq/NvFAOXOPIrNuccfu1XAYxyfXMTGwlGdnjW7xQUuhkDisfzJfX384iRPP4+iSSxi54gTWy/25/5RhqPazQ8iZO5VtgVSRTj+KqkdcwTWBG5s8KJA6CP5hIf6Y65seHAqQPO9WJDkEhj3LFuKGHssY5U7WlrbQiHTWcIznRzL3LardFyjVZAfLsIkpslFVP2gWVwf+3uRh3a00E3DuM73ea0WPl/iMgnavaR44iUHuVdy8KgX1cdGbYRJNk+U1WIpXxzqMg1LjkHM5w//PJiOYkqueXxVXUV9VQlmjm69sA5Cn3hfdwJQq3j3sG+ZUp7Z/bMCLa87NfOsfzcMzD0HZRk36eL2au2YM5cFTh1Nj9zKxIIn/XjSe/OS2R2cViXlkSA2iVMkuvamBaQb2XYjl2LUdAFmWG2RZ3gIgSdJE4FfgG1mWo9/tJcsszr0Sq7lnpKTfV974ExkS3s7GoijNFx92Kn+XbiU/pQPTJ8xZPKe6FI9YgxlVjoRhPBU8e3cD06dLRXbumVmu81Qjt7BmtrulTTqXj/yHsaOu/WLMjb+8jNJejmL6I+2uFVUqJO49eRir7z+eL66dwo5/nci4/P1fL+2acD1zQ+PwBcU6oWhxeIN4FAYMmn2mIyla+GiTlHDeR3Dj6qbb+x3JLdnvsbW2eYeWr3YbPllNcnaUMhlHkz4RjezD5ep8kXNh//nqi8iivsnDuledgOxubHKcsy6SLCUtu2kZr5YYJl7EkfzB1znvctqY7K4NuIcIxmUTbCyNdRgHJbetjnicGLV7vc8aUwhIahoqtrNy41ZuMP9CyrCjox7bkf1NxJf+iMff9vOiZ82nBFyNSFPvZWB6x3IsXDipgHcuO5SPrprEtKHNUr40I13wKZ9pTxMjmLv0pgamBdh3MaMBaPKuLEmSTpKkl4DviKzR/GtLF5Mk6QFJkuS9/3VptJLEz/EzUZnbn94SC/H9x/O26VKWF0UnKYl/x0IC1kr6tdMDBIA+gW+Mp+EIiTnse+vue9a75SdOUSwmwRBpmAWN6ajce7JrXhO8FcvY67ryJTskud9o1qWdyi9b27lXwyH8v7/K14l/Zfqhozp8fbNOzajchDZ7NDsiqfZ3jlSswSWmdu/W3fds1oJbeEDzXscyvCoUMGg6JBY03a5UMzhFTXlV8zp7tvLNFMvp5Ca3kJa+t9NHOlMCzsZ2Djy4dPc9m7DiOW7SftHk/aYxbhC2QNN7uNyr55/Bv5Kd2oHyZpkj4dplDD+l7YyzvZkyKR+jpxK/6MBrprvvWfOy53hI8zbavZYcoFDi1Ofgrd6CZ91XXMyXoIx+aZyRCT5eUf2b1RtbL70nB7xUznuVz7Sn8dcjhnRfMEoNw00OKltabnEQ6k0NzC1EpskCsCuDrBrYudc2CfgK6AcMlWX5P3Ir89VkWX5AlmVp739dGq21lFO330eqoYf+iBVKaodfzsKy6EyPkuZcxQRpM3kdmSIbDnO39xkU1uJuj6s36e57VrHjJ45X7skSu23INTxiuhsAt88P7gaykhO68iU77Ib4hcQvf7bNYz5cUc433hGMO+WamJQEMpf8yEzlIlxi5H23bn+f9TkIqA48qcSFFQ9xSPkHzbY3uEOsUBzSZ2oKNmFIYk3uBTR6xQP73rr7ng37nASUTe/Z5Yc8wNfK45tsK/KZ+d44s+PJQlIHQ96hXRVmj6PPG4tNNlBmEevc9xWde7b5s5svayJjrD+SXTMPa97xEIPPXXVyPxqUqVStbj1Pw4oKNydYb+fwSx/b7yUwHVK8iP86rmFLpShVAr2rgfk5MHFXGZJE4CngQ1mW9x6LngrkAafJslwbiyB3s1cyxrmQBFPPyiC7t1OSyvjrztuosXXzG3bAi8pRQYMut2MPagoFU3yLkJw13RuX0ETIbcWtjNvds56WYMJji/wZVZftYIXuanI1jpjENijNxDjr3Fanwdgbqpn94x8opj/C0AGxKQeh0sdhxItTjGBGj89BWH3go4uK1EJSPDsI7FMGYXHcdD5Mif6ofVSotGw65A7K/X1wdLYn8zkJqZo+rGdTR6Jjc5Nt2o0fcYX2x2hG1qPpj7iWN3UXsrNOZOqOtrDPSVDZ/FnWdMI/eDV4EofKa0kdf3oMIgMkCUfmJLQl81ssY2Mv+oPGdy/hglEJDOrg1Nj9ljwAreylqlJM5YZe1MCUZbkROBd4AaggMl32FkmSjt5rOsAYYBDg22e6wMVRD9hjxSEZSTJpo/7SHTV85AQOU2xg+bw53ftCjTuRkCFpQIdP8Sl0hLyxacwctDwWfKo9KbgHBrbwqfsyQqEQtvJNuNFhaKcmW3fJO/Qv9JOqmL90RbN9siyz/b+X8u/wU5w7MS8G0UUotSbiJC8uUV4nahQBF2HNgTeQTIOOYoK0iZL6pusRwxu/5vCMvjsiPab0LdKdm9s/UOgykt9JaJ97dnDtt1zkeqvJtoSq3xiirIpiZD2c18Y5ptUU14sGZtT5XYRamCliSsnhvtMPJZw3mbhB0at/ua+MSecxNryeRZubLnMIeOz4/3c6ZtnFzX+Z0P2BxGUSVqjx1u4Qyf7oRQ1MAFmWv5VluVCWZYMsy2fIsmyXZXnBn9MBZFn+977TBHb9eyvqwXqt2GQjycaemy5cMiRSkXoUaetfw+/vxqmyDduwqVPJSO14iQu/woDsE8knoskfBq9mT5Kb9Kx81FKI6qoKwpVrKFH1i8kUGAB1cgH1+gJsS95ptm/Ba7cy1v0b5r/8K7a1p7RxGBQBMYIZRUsyL6DMNPqAr2PsN4FUyU5R8c49G8Nh/lr5EGMMda2f2MvllH9Njm97rMM4qMzrfxt/xB3TZJs2LhVT2NZkfWGiYyty2tBoh9dzOeu4zfow9XViZlO0rcy9iBWmY1rcN2DcNPSXfgmK2H326oadwGvD/serv5U3adhVPH0MKXIjaZe+S5w+CoM9CiWh5EGMDa5puezVQaZXNTB7k7DawIpQIUk9uIEJkH7GYwwPbWL1vA+770UGzeCB1GfJ78j6y10qjUOxBw+guLnQaV8NeYJfks7c/XVCWg4AVeU7MdStocoU24cd+biHWWkzM2/zngeMhctXcUzV6yzMvJj+o2LXgwrAhMu5zvC4SPITRStMx+Ayd3xmRKvic3k6/THW7JVHSq7fig4f8fkjWz+vt9MnoQ/ZReKUKCpR9SNkajoTJDElnUScux9KA14XucESEgsnxiLEnik+8nnkbSiJcSAHnx26Edjj+re8U5Ji1vG8dwyXTxtOYdnHfPNHEU5fkLs+W8t8zwCWDriJAdnRKxeoOvtNftAex/oKe9Res6cSDcxuYs0/gVsDV5Fs7LlTZAFMGYV8NugJHlxjwu7tvlHMZY0GBqR2fCrbN0MfZ4UmClMahN1UjTtI0e6ZDiipddglM43VpbyrOoPSfufGMDpIHXsKSZP/yhPfrMfmDvDmwu1c/kU172bdw5QLH4ppbACEAmSrHKKBGUWn7riPfnRBqSVJQiqcxprqPfXLqjctZmc4g8KCggO/fg+lMCaRKDmxeUQtzGg5f/1ljAytb7LNkJBKksJBSUNk+mdpeTlLw0PJHSo+A3dT6/Bok5GtYn1btB238W7GBlfHOow2ZScYuUP/BUPnnMiGR6awfPnv9L/wJQ796z+jGoeUOpjCAQPYsWZhVF+3JxINzG7iLF7FEKmUJFPPHsEEOOW0c2n0Kfnx55+65frBN07gKMfXDMno+ALrfv5tmBxF3RKP0LILN1zKqPCmJts+zr6TZe5MPqlKYfCIcTGKbI+r+9fxvvNSVj86lbN+msIjI+s5/4rbUOjN7Z/c3YoXMttxDU6RRTY6QkHG2ueRoO6aBv0M1xzOKv/X7ilW9aWbqdXk9vhZKAdClZhHGEk0MKMo3bMDg3qfR6/scdwa/wxluxqY6xwm7ox7mDhTNycl6WWCpmy0zgqxvi3KcpxriFf62j8wllQaTBd/TKZZy3jlDt75SzxHDUqNSSgXG5dy6rZ7CIUO7mcB0cDsJvpVr3GBeh7GfQuA90AJBg3/GbGZY5ZdQVl1F9fFlGWo30aNlEpBSsfLCRxa/iYT7XO7NhahdbKMNuxGaUhosll/yCmM3/Q4XypuZUxeQounRlNi4WGYx57JUcq1hPKmcObMs2NSkqRF2jj0sleMYEaLP7JGW23oms6FjIxMRoU2UmXzAvBp3AV8VvBAl1y7p1Kd+CjPy+didYvC4FERDqGVvaj27RDTxqFIG0JJQySju237Yk6NFx2s+7Kd+g7/8x+NxS06RKJJE/Kg1PWCzo6sMRhuXYPy/noyJ82KWRiDjj6XLLmWLW/30QzkHSQamN1EdjfgV8f3nIffdoz6y40olErss08mHO7C3kFnLSq/nWDiANSdqD8kaU2ogiJbXNT4nSgIo9mngXmqeQsnKJczWFEe2wQ6f1JpUJ3yFDxgI/6yz0Cti3VEe2iMqAji9Yg6bVGxq4GpNcZ3yeXi+48nX1HL5qJSkGWKi3cyIDezS67dU0leG5ONldQ5evjoRF/hj3ymqVuYcXF31fVkl3wOwNBtr3NSeH5UQ+sN0rPzkCUF5aIWZvTIMrqwq3mniNCquIQU1g29iaTSuTg8B2/nnWhgdhOFux6fNqn9A3sISaXBf8JTDA9tYv57j3XdhStW4lLGk5hV2Ll4tCZUQfEhEjXeyIJ0rSmxyWbjwKOQj7wN+fxPYhFV76KN9PAG3aLIclTIYdZJg9GaErrkclLKIHySlrpty6kp3sBb1os4oaCPf0QWL+LfwUeosXtjHclB4yvNCajimmdU9yQPJ8+6DIulkfG+pejGxW4EpqdSr3qTz3UPU24RGTqjJuhjqXYyclxsSpT1ViNOvIpGKZH5q7fFOpSY6eOfnrGj9lkI6jtelqMnSJt4JvNGPsnVm0awqaqLMmClDeGVuGsZnNm5UQal1oQmLEYwo8aQxM3q+9DF77NmQaVBmnov0sDjYhNXb2JK55OCf2IN9d01ez1KQh7nyw9hMnbR1C2FknWDb+DzrX62Lv6CnYp88vP7dc21eypTOolhKzV28cAeFTozj0pXojMnN9+VMYQkfyXz580lIKnIH3N8DALs4eIyyJLqxAhmNKl13K+9HUV8dqwj6VWU5gxeHfw6S6sP3gzdooHZTV4v/A9lyVNiHUanTT39Si4apiLx1TFUrfjygK/njcvn1fqRjMtPbP/gvTjGXs29vosJhA7eP86oUuv5wX8I8aaOl5IR9qHSUpw5A0tAlNeJBtleybjACuJ0XffzHnHGXaz3ppC15R1s2Ud12XV7rLh0lIRwWmpjHcnBoWEHZ3g/I06nbrYrs2AIQxXFrF/1G1WZx6JQi46qZuJzSQxbqG6wxjqSg4e9kmnubzF14fvsweK4hCq8OxfHOoyYEQ3M7iDLlPjNmOI616jqKW45ayplhqFkfv1XGhf+N5KoZ3+EQ/hfP4F+VDIyp3MjmIbEdOpIwOkVCVOiIVi0iFfC/yRe3/zBR+i403bcR5Z1ZazDOCj4di7mIdUbLT6s7y+dWsmcCZtIizcw+rwHu+y6PZYxDYCgtSrGgRwcwlXrOIfvW+wUUQ44muJJj1E77CKyL3s3BtH1Agm5ALjrRC3MqKlez5WB9zBpRQOzsw51L+BY6yc4urEEYE8mGpjdwVbGv7ceT7a2d07x1Gm1DL72I76JO5O4n29j+cLv9+9CxYsw1K0hI7ug0wliknZ+weeaf+AQDcyo8DZWkCvViQbmAUr17MTkLot1GAcFn62GetmMuYt71gtPvYO4m1ci6XtnB2GnqHX8PPl/rPc2n7IpdD2/vYZGOa7lThGNgSHTL+fF8yegVomH+RbpElg1/G6228XPJ1qCrnosskk8G+yHpLxhDFBUsa784MzLIBqY3cFVh4ogxvjetQZzb2ajgRl/f51Px7/PHXOref3LeVDfycXKRb+wQTOSUQNyOv36Oo2GFGzYD9Ken2jzOCw4MGAWHyIHRNYnovJZYh3GQSFgr6NBju+ee7aXZP/uCqqCyZQ6Yh3FwcHvqKdRNovRoP0lSfjGXs4Gm0bUwowSr60eC3F9uh5wd1GmDqJAqmZ7jWhgCl3F1YCNOBJN+lhHckAUColZJ5/Ao5f9hezlj+J5+WhCpcs6drIsE976Awvc/ZnYr/O940pjIvGSWxQAjxK/y4oTPXHiweeASIZkdAGbWDscBWFnHVbJjFYlPsYOxIgNT3JF4F28gYO7KHg0+LxequVEEgyiI29/Da74lPPDX9LoOnjLP0STz9GARTaRaBANzE5LLkRDgIaKnbGOJCbEJ3M3kD0WLLKR5D7S43No/2R057/D5lA2yjeOI7z6g/ZPCvrYFj+FL5THMr5gP6aaGZIxSy4sjt45zbi3adTl8ZtyAgrFwTNy0y0KplAsZ2ARDz/dbvOIm3lJdVGvqTXcUxn0egZJ5dTaRS3M7rZ52A08orqmUzWhhabiJTcnKpeJUiVRsn3Y9dzMzeg1PaAOdm9jTOXVSQtYaT84a4iKd7lu4EocwsvBU/rUlIJjhmSgv+wrXuVMvlrwW/u93Wodd1j+wvRDR3Z6/SUA8bm8Z7gAq0vUZ4uGnclH8aXh9FiH0evpDr+GD0PH0CAamN2uzqdGMoq1gwdKl9qffEUdlTbxwN7dvLXbyTOIWTkHQpkzjuGKEioauqiUmtAmp62OBLF0Zv9IErnpSdTU1sQ6kpgQDcxuUG8o5OPQ0SQbtbEOpUsNyU3nxBte4LngGVz5+q/43z4Dqtc1P7BxJ66XjsJesYW/Hpa/fy9mSOKn1Iuo94rRiWhI2f4JY9SlsQ6j19Paipml+50Gp2hgdrdj5p/KX5QHbwr4riIl9SNPqqWk3hnrUPq8cb/fwEnKpbEOo3fLGo2aAI1Fa2IdyUFhxKLruEg5N9Zh9FqTNz7Ihe638fgPviUIooHZDcLrPuavqp8w6/veerbcJAMf/O0wNAErmqKf4JXDkV87BnbMixzgc8DzY2i0Oxk+/BCyEvZ/HepFjtmo6rd0UeRCW4bueIOhCtHAPGB1W7hdeod6p5hu2N10vgaUhoRYh9H7pQ5hQcJMSurEiFB30/rqCRlSYx1G76aNY33qyRTVWmMdyUFB7a0noEuKdRi9liFzMAOkSkob3bEOJepEA7MbqMuXMlFd1GfXBqXF6Xjpmr/w6LiFXBS6j23VNhZvr8NlqUb+z2GEJBU32c/nkiMKD+h1xjh/QWc/OBdHR5veX49syoh1GL1fQh5JspXaRmusI+nbQgEMQRsKU3qsI+n9TGmsHnwjOxpFp0i3CofQB6y7a48K+6/iyCf5sj5TZJKNAp2vkbDoFNlvmvTBFCqrKW44+PKJ9L0hth4g7LEQUptiHUa30qqU3HXKSGzThvLczyfy/qISlL/9wZmaM/kmNJp7zp7A2LwDqyPn1yQguRu6KGKhVX43+pATZXxmrCPp/RLyAPDU7QSGxzaWvsxVB4AqQdyzXeE41zd8XRUCxsc6lL7L3YiCMKp40SlyoEabLJzk/oIa++FkxOtiHU7fFQpgCNlRmEQDc78lDSCNRspr6mH4wdWJLxqY3UDnKMWuPyLWYURFvEHNP04Zxl0nDmH+5lpc/kO4fmAqKaYDX38a1CWhdIqagt3O3YAPLbrErFhH0vvpzHhU8QQsFbGOpG9T6XjDcCmGBPGw3hUKgkWMdhTh8d8qskV2F20cDyU+QlaCeJ89UBkqF/eo3+OX4r+TMap/rMPpu2SZl5LuQpUsfsb7LXkA7+T8k+LGgy9hpZgi2w2ckomGuKGxDiOq1EoFxw/PYOaYnC5pXAL4Ewdi8YtbtNsl5HK84QPMiWLqVlf4+rj5/OgdFusw+jZDEq+HTiY5zhDrSPqEhMLDGK3YwbqKg7MgeFSodfzoG05KfN+e3RQNUtYYPMo4bH/MiXUofZtKwxehSSQmpcQ6kt5Lrcc+4GR2WIKxjiTqxNN7N3gp+wmsqWKq0YGyH/Uwz3uOxx8UReu7lbsR2VlDqllMNeoK2WYNbmuNWB/UjeRtP3Ku+z1S4vpWpu5YURUeRYFUzfYt62MdSp8lb/ySe52PkBm//4nvhF2UKipzTyGvdI54n+1OZcu5zfYI6eLZ4IDMqHiB4TVfxjqMqBMNzK7mbiSzZgEZ4g/ygGVrXExgEzX2g29qQTT5l7/NkzxLmnhY7xLDt77AneHXaBS1MLuNp3g5I9km3me7SkIemxKOpKKsKNaR9Fmemh3E4yBTrBnsEilTLkYKethZI5bRdBd//Q76h0tJN4tngwORovJQ6N2A5SB7JhANzK5WuYqrGp8gK1H0Uh6oRMtaXtE8S6VVFADvTp7GcqrlJFJN4sGnK8TljmS4opTttaKuYHfxWKqoI0H0rHeh7ce8yse12WJEqJu4LVXUy2bSxMN6l0gZOJ4HUp/m+02NsQ6lz3I1VNKAmbQ48T57IEyDjmSKcgPryq2xDiWqRAOzi4VtFVTKSQdU/1GIkBJySZIc1DaIHsruFLBU0KhI7pN1W2NBkTuBAqmakvLyWIfSZwVtVThUyWhU4iOsqxyWo2Wm+xO2V9bHOpQ+KWCvxqlKQqsSSZS6yrnDjRgXP4EcOvjWt0WD11qDhXgSDepYh9KrKQqnkiPVUbpjQ6xDiSrx6dzF3A3lVIcTRQOzK8TnAGCvFdO2upW9Ep8+vc/WbY265IF4FEb8JStiHUmfZVUkYTGKzIZdKTXexNXa79nx/X9iHUqfVGY8hO3GsbEOo0+ZMSqPM/1fUPTjK7EOpU+qU2ezWTNCPBscKHMWizMuYGuVNdaRRJVoYHYxb0M5NSSRLtazHThdPA5VEsHqzbGOpE+bm3MDO1OmxjqMvkOh4PtDnuYne3asI+mz5mTfzOa0E2MdRt+i0lI57DIGlH2MNxCKdTR9zsL4v1CUKt5nu1JScgrzsv5GxtJHwGONdTh9zorkU/gl6cxYh9En1E+6h7k1cQfVEgTRwOxiywbezP8MF6FSih9tV/h+4lt86Tkk1mH0acuDAzCkFcQ6jD4lZ8zxLK6UxYN6dwiHSC39jvy4WAfS9xROvYQBlLPts4djHUrfEg4xausL9DOIfAJdbezpN6ELe3DOPinWofQ52dveZYDeHesw+oQpqT5u8zzH9mprrEOJGtEK6mI7GgMkpomRi66S0W8YO2qdB1WvT1Q5a/n79ospNIoHn640StrG96q/80exWM/W5aylXFr5AAMSxcdXV9Mk5TBn8JN8WyGWeHQpaynH1r9Duln8XLtaTmoSr47+jHNct+Dxiw69LuO1M73k3xQYD67Mp90lOTmVU5WL2bL0u1iHEjXiE7orBTxcs/hwJplqYh1JnzHC9TvfStdT3ih60bpF3WbSg5WkpGXEOpI+RZMxjFSli/qlH8Q6lD5HrtuCVTaRnZUT61D6pAnTz+fVuuEs2lgS61D6joYd2DGRmpYZ60j6pEtOPgq30sy8D54Bm0iu1iUsxQAkZA+MbRx9hdbE9vQZxG9456AZMBENzK7UuBMlIRLFH2SXSeg/niypke1b1sU6lD4pWLWeLeEccpLEfMMupY2jPOsEkoq/jXUkfY6zYhPb5Cz6p4l7tjvkJhm4Z4qJ0R8dim31V7EOp0/w125hZzidgenmWIfSJ+nUSh48dTj67d/gfGMmhMVI5oEKNxZRLSfRLyMp1qH0GRlTr+Iw/1I2LZ8X61CiQjQwu1C4ZhNVcjL5mamxDqXPkMxZ1KhzcGxZEOtQ+iRX2Vo2h/PITTLEOpQ+J/Wwczk0sIxNK3+JdSh9irtyI8VkkylqYHabi2YcwVemc5C/vJ5wg8jifaAsjY1slvPon2qMdSh91hGDM9l55LNgLcPzyjQxknmAHHWllMhpDEg1xTqUPiNx8OF8nX4V7/1xcNRuFQ3MLuQuWsof4QEUij/ILmVJnUBc1ZJYh9EnFWmHsFI/mXi9qHPV1VJGTGV2v6d5fLUm1qH0KT/3v4OPEv+GQiFS53cXlVLB0Rf9g/JwErwwDuq3xzqkXu237Et4xXwjOrWogdmdLps2kjcGvURprZW6NQfPWrfusDprFldJ/yBNVEToUmPOvocPS4xs/+4l6ONTZUUDswttTZ7KB4qTSRV/kF3KfMTVvOQ4gqJ6V6xD6XO+00zHkjst1mH0WSecfDZ/7Khg5+LPYh1K3xAOUV5TQ1p6eqwj6fMyU5OpnfUd9wUv4YedHqj8I9Yh9U5BH87N8xmeIUYvu5skSVwzayYvFM7mgqV5WL57GJx1sQ6rV6rY+gfDssyiBmYXK0gxcvXh2SQvfQzv//0Vgn03iZJoYHahea7+yHmHiT/ILpY19FDkvEl8sWJHrEPpW2o2MHzTMwzPFGvZuku/FCPX9a8l74fL8a+bE+twer+Kldy4ZiajM0QnXjRMHZLOsFNu4P45a3H+7zxY+1Gf73XvcnWbuWDr9YzNEcsQokGlVPDk2WMZlJXEjqVfE3xuNGz9IdZh9S5eG+etOIujUhyxjqRPuumEkcxOuhnftgUEProU/H1z8EQ0MLtK6RKOXXkVh/VLjHUkfdItWeu5fMl0HKUi2U9XCW74igz7OsYXJMc6lD7trPMu5031LOTP/ob8/V3iAf0A+EtXsCWczdgBWbEO5aBx/qH5PHDeVF5yHYN/zg2EP75kd4ZJoX3B8tWUyOkcUiDu2WjRa5Q8f954Fk1+k+c8J8L7ZxGec22sw+o9ylfgR0VW/+GxjqRPUiokrr/qBu5NfJKK7aupWPQehIJ97tlANDC7SGDJa5R7tRw2QCT46Q4TT7yYNepRWD64Ery2WIfTJ7i2L2J1uJBx+aJTpDslGDRMu/RBXpNPo2zl93gs1eAXZXc6TZZxr/+WdRRySHZ8rKM5qEwfkckRFz/I36R/0LD5Nyp/+W8kU2ejSADUplCQwOKX+CE8QdyzUSZJEjcdP5Thsx7iqtAd/HP7ADbvLIJvbxPTvdvhW/wKXwQnc0heSqxD6bP0GiVPXHU2bwx7k6k/Z/PtN58R/uB8qN0c69C6jGhgdgVHDaEdC1iiPpQxuQmxjqZPUqk1JJ71AjanB8eLR4FF1Gg7IJu+xli1hK3pM9BrROKJ7tY/M4XTb3qWS/XP8uDs9wk93g++vB6sZbEOrfco+hVTzTKWZcxCoxIfXdE2eUAK//77ZTw59GOOWTaR5978Hzw/Gt49E4p/i/TAC03Vb0VlK2VeyvnifTZGThiRwaN33oojdyonz15P4+qv4bWj4a2TYduPsQ6v5/E5URf9zNfaE8gT2eW7lV6j5MEzJ/D0OWP5alUxii3fwH8ORZ73CAR9sQ7vgIlP6a7wzc1Uk4J6+Mkis2E3GjZoIFtP/IjHrNN4baUN97ZfIx8QAU+sQ+t1ZJWO1wxXkDd0QqxDOWhkJ+j57JrJGIZN51rvNZRvWAzPjkD+9nbwWCL3shidb1U4/3Au1z/HkGGjYx3KQSvZpOWJs0bz8TVHsCgwmMsDt1BcVgpvnUj4+zsjo5qLnhEdgACyTDhpADO0bzN93JBYR3NQSzRqePqc0fzvsklclfwGM/3/ZF2tn+pF/yMclmHOtbDgscjMknA41uHGllLN9WlvM2j0kSKfSJScNDKTR267iYcHvM8toetYvfxXVpY7kbf9BPMegYqVvXLWkyT3sTm/B0KSJLnZzyMUgFX/g4yRkDshMkd63SdgTAaPFVIGUeTRcdHrv/Pvy09iYj9RlLa7zdtcw50f/cGy8DkAhOKyUY6eBdP+AQ07wJgCkhKUalBFLxmIJEnIshzVd+QW71mA0l1lXTIOAY0RNnweeYOyV4IcZn7GJVz17koW3n4MaaKeYNStr7Dx4g/r8W+bR3ZSHP0mnMDFvx6JIuSDlMEw5UYYcz5snQvZ4yL3dDfoUfdsw64kXskDIv8NeCLvsUEvLHmZX1WHcu1iE7/cdgxJRlH6pSdYV27jrd+KWLdmOSpTEpNHDuWKukdJL/kSkvrD6PPhyFsjv8fKP8CcDSkD4QAeXHvUPeuqB3cDpA6OfO1uhM1fgz4RlrzC2qyzOGdRBkvuniZKQfUgGyptzP51J/M3lqNS67g0s5irKu9GGfZH3n+vWxb5XS5+AQxJMPIcMCSDHI48V3RSj7pnw2EI+UCli/wdyjJYS0CpgZ8eoN40iPHzhvLj349kYLpIABhtRfUunvtpK1+trWKabgvPS/9GF3JGdl65ANJHQMWqSKd06qDI+2w3OdD7tlc1MCVJmga8BOQBC4BLZFmu2eeY0cB/gWHAKuBiWZa3dfD6zf8gZRme6Bf5ZRqS4bIf4YWxu3d7Zn3CzO+1FKaZePG8sQjREQyF+fS7ufy0pZFcy+8kmOOpH3wulzc8SV7pnMhBugS4aS2s/wy2/wQ+B4yaBaPPi/z/zgVgSIm82SrUYC2FuIzIA5AxNdI49Tki0xjtFZGHiIS8VmPqUR8iX90EK9+M/P9lP8GbMyAcAJWOwNjLOHbdMZw0KpfbTxA967FU6/Dy0fIy/m9ZGRarhfOMK5hh3Eq22sH26e8xasdLmJY9h4QUuffOeReqVsOCx8FWCjNfjTwYOGtAnwRBD+QfDimFsOodcNXC4JMgreXfc4+6Z9+ZCTvmRf7/ivmw7QdY8CgA4ZQhnGe7lmMOn8LfjhoQxWiFjrB7A3y7toqfNtWwfGcdF4bncLJuHY7UMZRPuIep2x7BvPG9yMHXLou8H6/6H+RPjnTiHnYNmLPgx/vAnAO5E2HAMS2+Vo+6Z/94F77YlTzmuIciDcsvrwPAVngqZxedzLETR3LbdPE+2xPZvQEWbatn4bZ6tmzZxPGuL3Ga+mEfeg7nO95k8PbXAZAv+R7p1yci7085E0ChgknXQdpQ+O6OyHtwQh7MeKzF1+lR92zFSpg9NfL/h10Lk66FZ4YBEI7P5X7lDdQmjuXVv46PYrTCvmodXn7dWs+C5X9QXlbMEKkMX+4UJqUFOHvNZXsOnHovHHkbzL0n8nXAAwOPi6yPDwciz8GFx0baLwoVeK1QvxWQIHMUaFqfBn3QNDAlSUoAdgLXA98DjwGJsiyfudcxKmAL8AqRRuYNwMmyLHfoL6WlP0hZlrE6vSQueRR+e47QdasIuy1UheKYXxrijWU16NVKPrl6Miatqiu+VaETZFlmQ6Wd5cWNrCixsKOoiBM9X7JFzsNsNFCZMY1pyj8YZ/8JrUpBYc33bJn2X6SMkQz4eCpKfyQNd+CEJ1D/eF+ksQlwzD1w1O3wyhFQvXbPC962MzJ63YIe9SECkXVRb50IF34BiQU4NGks2tHIkz9uRyFJfH394aLwdw/S6PKzcFsdS3Y2sLLEQoXFg8cf4Abjz4wx1lNnGkJR8lEMzoznLz8cAUDVhb+RUPYT+vn3Q2IB+Jww/hI4+m5443goXw7DToOz327xNXvUPRsKwvLX4fs7YMpNMHwmDfU1LKrV8MwqGa1axRfXTRH3bA8XCIVZW25l0bYGVpVaKKp3kWJZzeGK9Vygnse9OW9yQeBT+rtW4zb3xyy5aSw4Cc+gU+m/8Gbiqpcg6xIIXvErem3z0aKedM/6AkG0VSsjf2uZo2HW+1h9Mosrgtz91VZmjMjkkdNGiKUzvYAsy5Q0uFm4rY5lxRa2llahtBZxsXIuj2uuY2bCNg4LLkdO6k+cIkBl4TkYzckM2vAsia6d6DxVOC6YS2p883qnPemeRZZhycsw967I1/fVE/rtedbqJ3L3wiBBFLx3xaGkxYmZTT2FNxBibbmN+VtqWVXcyMaKBryBMKfrVnC8fgtzsm/jhNA8Dq95l3h3KfbkUXgGnETaiieRwoHIRS7/OTKj7eG0PRdWauCeGlC0vFryYGpgXgRcIcvy4bu+zibS4EyRZdmxa9tRwLuyLOfu+loNWIGxsixv6cBrNPuDfH3hTh7+ZhNxOhVJOKgKGAmEw8gypJu1XDKlH+cfmkecTkx/6QlkWabG7qPW4WVLtYOyRjflFg/eYIgKqxd1/Uaq/EYqQvEY8XC8YgVHKtfyYegYSo2jGKPYik02Ylcl4dckMiC4HSkcZKOcz9GazWyQBvLBjTNaXJvQUz5Elu5s4O8fribBoEGnlHEGZIJhmaJ6F3q1kssP78cVR/YX92wP9+cDz/LiRnbUubB7A9jcAVaWWMgOluL1edkQ2jOirlRIqBSgUUokm3QoJIkUyUGtT8XH108lNa75dPGecs/W2L2c+cpiPP4wY9KVbKgNEERBrcNHvxQjfxmVxWVH9MMs7tleqdbupcHlZ2ediy01DrbVOLB5Arj8IWpsXjyBEC5fkGBYRkkIBTKvXHQY04amN7tWT7lnZVlmwiM/4Q2EyTWGsHhCBJV66p0+TFoVVx7Zn+unFop1bL1Yg9NHmcVDldVDUYOLOoePKqsXq8eP1R2g3unDFwzj8gUJy3Db9MFce0xhs+v0lHsW4MYP/uCPUit5Jpmwx0JJIBGHN4DbH+KcCbncfeJQjGKwpEcLh2UqbR621zrZUGmn0eWn0uqhyuLEY69nanAhr3qmoSBMKja0SrCoUlCr1UxWbqJUykKl1jFZsR7voL9w90nDWnydg6mB+RSgkWX5+r22WYHDZVlev+vr64HjZVk+Za9jVgP3yrL8dQdeo9kfZIPTR0mjmzqHD6UkYdAqMevUZMbrSDBoUIqeyV4pEArj9ocornchSZGva+0+Gt1+4nRqJCLTZ1S7fr8GjYoyi5u8JAMzRmS2+HvvKR8i9U4fv+9ooN7pQyFJ6DVKlJLEwHQTA1JN4sOjj5BlmXqnn3qnD38wTEiWCYZkfMEQNXYfEuALhjHpVEwbktbi772n3LOhsMxnq8px+0M0OH30SzVi0KgYmGaif6opmuEJMSLLMr5gGLsn0uOeaNSgVjbvWe8p96wsy2yqcrCz3onVHSDJGHke6J9iZECqSYxaHkTCYRl3IIRRo+zRnc8AC7fV0ejyU2XzolMpSDRqMOvUjM1PFOuE+xBvIES5xUOdw4daKeEPhfEGQrt+70r8oTA2T4Dx+YmML2g5d8zB1MCcDdTIsnzvXtvKgHNkWV686+t7gKGyLF+w1zELgZdlWX5/n+s9ANy/7+v0lp+H0PN094eIuGeFribuWaG3Efes0NuIe1bojQ70vu1NZUosgH6fbQagsZPHACDL8gOyLEt7/+vSaAWhi4l7VuhtxD0r9DbinhV6G3HPCj1Rb2pgbgFG/vmFJEnpgJrIOszWjlEBhcCaKMUoCIIgCIIgCIJw0OpNDczPgYmSJM2QJCkReAr4UJZl/17HLAB0kiRdIUmSGXgEWCbLclX0wxUEQRAEQRAEQTi49JoGpizLjcC5wAtABZGpsLdIknS0JEnyrmNCwBlEypPUAOOBi2MSsCAIgiAIgiAIwkGm1yT5iYY2awoKQjt6UqY4QegIcc8KvY24Z4XeRtyzQm90oPetqFewD1GzSuhtxD0r9DbinhV6G3HPCr2NuGeFWBINzL3sT0t9Vy/RQf1XLH4GEX9O1Y4mcc/uH/Ez+H/27ju8rep84Pj3SJYsee/tOHtvQgYh7L0plNVSaNmzA2j5FVpGoaUtbekACi2l7F32XgmEDLL3dGLHe29J1jq/PxRChuN4SLqS/X6exw/o6t6r18qxdN97znlPgLTZ6CLvg7TZaCPvg7TZaCPvQ0B/223UzMEUQgghhBBCCBHZJMEUQgghhBBCCBEUkmAKIYQQQgghhAgKSTD77x6jA4gA8h4ERMv7EC1xhpK8BwHR8j5ES5yhJu9D9LwH0RJnqMn7ED3vQbTEGWryPgT0632QZUqEEEIIIYQQQgSF9GAKIYQQQgghhAgKSTCFEEIIIYQQQgSFJJhCCCGEEEIIIYJCEkwhhBBCCCGEEEEhCaYQQgghhBBCiKCQBFMIIYQQQgghRFBIgimEEEIIIYQQIigkwRRCCCGEEEIIERSSYAohhBBCCCGECApJMIUQQgghhBBCBIUkmEIIIYQQQgghgkISTCGEEEIIIYQQQSEJphBCCCGEEEKIoJAEUwghhBBCCCFEUEiCKYQQQgghhBAiKCTBFEIIIYQQQggRFJJgCiGEEEIIIYQICkkwhRBCCCGEEEIEhSSYQgghhBBCCCGCQhJMIYQQQgghhBBBIQmmEEIIIYQQQoigiDE6gEiilNJGxyCim9ZahfP1pM2K/pI2K6KNtFkRbaTNimjUn3YrCeZ+tJa/SdE3SoX1+2MPabOir6TNimgjbVZEG2mzIhr1t93KEFkhhBBCCCGEEEEhCaYQQgghhBBCiKCQBFMIIYQQQgghRFBIgimEEEIIIYQQIigkwRRCCCGEEEIIERSSYAohhBBCCCGECApJMIUQQgghhBBCBIUkmEIIIYQQQgghgkISTCGEEEIIIYQQQSEJphBCCCGEEEKIoJAEUwghhBBCCCFEUEiCKYQQQgghhBAiKCTBFEIIIYQQQggRFJJgCiGEEEIIIYQICkkwhRBCCCGEEMG14XXoaDA6CmEASTCFEEIIIYQQQVP9p7nwyuVUv/+A0aEIA0iCKYQQQgghhAiapNZtfOWbQNyGF8HvNzocEWaSYAohjOXzwIqnoH670ZEIIYQQopecbh+3vrKGskYHAF63izjVSefh15GkW2lvrDA4QhFukmAKIYz1xnXw9s3QuMPoSIQQQgjRS1uqmrGsfop/f7ENgKamOgBGTZzB074TKWt0GhmeMIAkmEIIY617JfDfkSdAZ7uxsQghhBCiV5rKN/M7yxPUbViA36/ZWe/kRd+xZGbn86/E69nqiDc6RBFmMUYHIIQY5GZfzw5vOpb3/0hhTCucfL/REQkhhBCihza6s8kxj6HAuYVVZc28vNGJa9yvuSg+ie/ZF+PftgumXm50mCKMpAdTCGGcVc/RWrmV4xaO47FFVfjWviq9mEIIIb7lccI7PwO3w+hIxEEUbvgnw3Q5RyTWsHBbPYVbn+aC9J0AzNbryKj43OAIRbhJgimEME5LOQ2tHUwuSGZF6ql4HU3o8uVGRyWEECJSrP8fLH8CKlcaHYk4iLPq/4XN34HOmsDiHfWc2fkuwyxNAKiUAmwdUuRnsJEEUwhhGG9TKSsbYpiQl8wTVx7FVl8eVcVrjQ5LCCFEpEguCPy3bouxcYiDaiOOdYfdD0fcwJIdjWSrRtLzhwNgzxhKirsarbXBUYpwkgRTCGEMvx82vMEa/3DuPH0ceSl2Xk64lFWmcUZHJoQQIlIMPxpO/xOkDTM6EtEVrdmlsyBnMkc0/I+jTWuIV53EpRcCkJI/Go82Ud/uNjhQEU6SYAohjKF9LBl9G9tzTiM+NlBvzDH0BBa2ZhscmBBCiIjx8V1QOBtGHGd0JKILTo+f0zt/i23INGKLP+KvUyvxJxdCQuC7PH3SiZzj+z076zsMjlSEkySYQghjmC3MjzuZ1PSsPZuOSSznjM2/MDAoIYQQEWX5f6D4M1j4kNGRiC40NtYyx7SBtDgLZIwixeTA9OO1YEsCwGxSHJVYTl1djcGRinCSBFMIYYziz5i18V5GZSXs2TQ8J5W57kV0djQbF5cQQojI4PNAZyvNTfU4vnrM6GhEFzp3reHflgdJjrNCweGw/jVoq9pnnz91/gZLxVKDIhRGkARTCGEIf9V6ktt3Mndkxp5tw8dMwatNlG1ZbVxgQgghIkNHHQAvbo/B62imo9NrcEBif66WappUMjFmE4w5DaZ+HxwN++zTZknD11ZrUITCCJJgCiEM4azfSbnOoCgtbs82e1w8u8yFNBbLUiVCCDHouVrQGWP4qiWNBJxsr2kzOiKxH09rDa2mlMADaxyc8zDkTt5nH6c1HdolwRxMJMEUQhjC3bCLGjLISIjdZ/vGjJPZ3hZjUFRCCCEiRtY4ii/4jDKXjTqVSlltw6GPEWHlb6+nIya12328tnTMzvowRSQigSSYQghD1NuGUhY3DpNJ7bO9bsr1vOiYYVBUQgghIkbdFhp2rqHZPoSf5L1AWbs69DEirBamn8+r2T/udp/N427iBfPZYYpIRALpJhBCGOLj/OvY2XHgHc1x8R001L2A1nNRSi4mhBBiwNN6948fzHtdmi55hLTqZoakXsnkmF20t1mNi1F0qdIdh0op7HYfW9ZINjtlHczBJKp6MJVSxyulNiulHEqp95RSB10wTymVo5RqUEodE74IhRA94u4gf9vzDEs+8Kkh8V5uVc/S2NQY/riEEEKE3xcPwr2p8P5t+25vKadSZ1CYGscvdl2DtWGLMfGJg7p02485uuP9bvcZ2biAvzrvQGsdpqiE0aImwVRKpQCvAL8BCoEK4OFuDnkMSAl5YEKI3msq4eyKP5GTHHfAU1mFIwGo3rUt3FEJIYQwQtmSwH9bKvbd3l5LmTuBgvQ43OZ4PI6m8McmupXiribWltDtPonxcYxQ5bQ6pQrwYBE1CSZwNrBRa/2c1roBuBs4UymVuP+OSqlLAQ9QFt4QhRA90lpFq0okJ/3AwgAxtgQaVTLNldsNCEwIIUTYVayA0adC634JpqOBMncCuUk2PJYE/C6pImuo2k3QUr7PpiRfM5akrG4PS0zPIZV26ts6QhmdiCDRlGBOBlZ980BrXQE4gaK9d1JK5QG/Bm4Ia3RCiB7Tna00++PIS7F3+XyjNZ/G+powRyWEECLsOtvB2QSjToCGYvDt1ct1+Tt87h5HRmIsPksCZk+7cXEKeGQ2PHv+t4+9nSTQgS3loDPWAIhLzcWkNC311SEOUESKaEowk4CW/ba17d6+t8eAe7TWcnUqRIRytjXTpm3kp3adYH4060mecRwR5qiEEEKEn4bjfgVjz6BpzHfR7r2SyLThlHXEkB4fy/oZv2WBnmpYlINe3dbAf899dM8mr9fDXzznEZc5tNtDVUIWz5vPpsHhC2GAIpJEU4LZBOx/NRoH7KkEopT6AaC01s8e6mRKqbuVUnrvn+CGK0RwDaQ2WzLkPL7jvofcZFuXz0/MtuOu3mh8QYDONnj/F7D9E2PjiFIDqc2KwUHarAFiE+GoW/loF0xbcQrvbXMGtjcUox8YgtnTRkaCFU/2VCo8+/cpiLC12fJlkDEa0kbs2dTksfBX33mkpGd2f2xMLC+lXUOlJz4koYnIE00J5hYCw2QB2F1B1gLs2Guf44DT9/oDKwI+V0rdvf/JtNZ3a63V3j+hDV+I/hlIbbauqYm0OAs2i7nL58d7N/GMvoO6VleYI9uPzwPbPoJVzxkbR5QaSG1WDA7SZg2wYwHMf4Dnv97FBebPqVzzUWB7Rz24HbRjJy/FzrjV9/Ndz5vGxhqBwtZm04bjHn06+o8jAkOZgY7SVfw85kXS4w+9fMwlvrewVC0LSWgi8kRTgvk6MFMpdapSKhX4E/CS1nrPwjpa68v3+wMrBY7VWt9tTMhCiK7kr/oz95keO+jz6UPGkaiclOwqCV9QXYlLg9nXQ+OOQ+8rhBBB4PL4eHtNJZ3efYcT+v0DtDO1fBnsWszW6jbOjV9PRvXCwPaOOjpj08hIiCU+Ngabp4kMfz2+gfo+RLqiOZy18TjafBZ0UwkAnsq1nGxeftCbxXub6VpMcv2qQ+4nBoaoSTC11o3AxcDfCSxRYgduUUodI0NYhIguytGAK+bgQ51UciFuLNSVbAxjVF147Sqo3Qh1m8HtMDYWIcSg8OmmWm56YRXvrKnas23h18sZ/st3+cdnA3D5ptZKnLZsKltcJGUPxdJRFZge0byLVmsWBamB5axMVjs23DjcstSFITa8TkH9l1T5UynfFejBdLfW0WZO6dHhnbFpxDgbQhigiCRRk2ACaK3f01qP1FrHaa3P01q3aq3nH2w4gNZ6qNZ6fpjD7B9XK+xaCn6ZCC0GLnvHLlpsBQffwWSiMbaAjqrN4Qtqfz4PbP8Yhh8Dp/wOvAYP1xVCDAqtZet4xvJb3l8XSDBdjjaOfO94Smzf49HPtwy8nsy6LZSZC0iPt5I/ZATpvgbq292QN5Uv0r5LUXogwYyJjcOu3Djccn1kBP+61zhcbaZGp9JUVRLY1l6LI+bA5ca64rOnE+tuPPSOYkCIqgRzMNjxnx/Cf05i62dPGR2KECGT5CinPb6w231WTv8dr7VPClNEXdi5IFAuf+SJMONHgeGyQggRYsllnzHPvJ6G7V/T3umlrroSgLaxF7DUdAU7awfYRbotiR3WMRSmxZGUOxJlUmyrbYOiI/iAIyjc3YOpio7ga/9YOjqlB9MIna31NPjjWZR5ISsthwHQ5rPQYB/ao+O9Cbm0+SwhjFBEEkkwI4nWJNSt4SXvMTzdPNXoaIQImdeyb6IltfvkMW/8HJbXx+DyGHS3uqkE0oeDNQ4+vRc2vmVMHEKIQWW1dwgA08w7WF7SSG2bky/0VBLOeZAE5WLTupUGRxhkF7/AcjWJ/FQ7ponncn/GH9he2w4f/Qp77WqGpAUSTOuU83nJd6z0YBrE11FPpzUFZ9GxrNWBSrLvpl3GgoJrenR8xaQbeEBdGcoQRQSRBDOClFTVYva7aJl9K/O31Bq/RIMQIfKBPoL4jPxu9xnfuYaPLbewpsSgJW2zxsOMKwDwVG1AV60xJg4hxKCyvj2Rr458iqrso9lQ2cqXdXHcn/IblC2ZNksmq1cPoASzsx02v0tNcyv5KXbweTk2sZydVQ3o1c/hbq2ncHeCaa5cwUXWL6UH0yAebcZry2BW5yLmlT8OQHL9Kgqt7Yc4MiBDtZHhlIJ5g4UkmBFkQYmTW5Me5OLCJl52X8fGyhajQxIi+Jp3cWvNbeTFd19J3Vo0iyGqlh1rF/X+NVqrYMVT4O2E5y+E9rren6PoCDjsMto7vbyy2c1HX6/t/TmEEKIXtNvB864bSUnLJKdwBBsrWylf8R4/Gx34DPNljGFc26KBcwO6aSe8eAmVTc5Agql9/LTkWszlS1COBqq88RSm7V4CvWIll5g+xWHUqJZB7q3ZL7E+YQ45qomxjsByI5dX/YYJnvU9Oj6vdj4P6Ifw+PyhDFNECEkwI0h76SpGZieTOGI26aqdho2fGx2SEMHXWsVk7wYykg+xYLbFRmPCCBwly3t3fr8f/bdp8PbNbLl/Nmz9AB4cuWfdrh778A6o3cQH66upIxmzo44Wh6d35xBCiF5wNAUK+8QnJnPbhu+wccMaftDxX2abAhW1O0/8LS94jqKurdPIMIOnvQZsyZS2eAMJZkwsbanjubzxIToTh7BNDSU3eXeCabERp9w4OiXBDDu/D2vDJlKsPpIz80n2NuDx+kj0N5Oa2f1opG/Y45NIwEWrU75HBwNJMCPIUeWPcZTjQ0jIoi4mF3dtLy+IhYgCnvZ6mkgkNeHQCzPHZI0hpnln78rSN+1EeZ183/1/XOK8jV94ruIj81G4HO1Q08NlT9wOWPIIeDt5a00lBWMPZxd5bKlp63kcQgjRSx31Zbi1mcSckdiUhylsZbJpJ8kzLgAgY+hk1prGU9o4QJZNaqnAn1RAfbubvJRAIqmHH0sBtSxMOZuctCTMpt2jXSxx2FUnHbJMSfi5Wrh4xUUUmJrJGTqOHBpZs2U7dtzk5HZTEX4vcYkpxCsnzZJgDgqSYEYQi6cVkz0FAIctG39LhbEBCRECzuZaGnUiqXGHTjCTZl/GIjWN5SVNPT7/uuJdVOtUxh95Nm/dfi5Tz76Zqzuu5bbP2uHRObDoH4c+Sd3u5VEyx7CxspX4qefxdNJVVDY7exyHEEL0lrOphgaSSY6zYkofzl0TagNPpBQBYHa38XbsHdSWD5C5bC3lOONyAchPDSSYCeNPxIWV67bN4PzD9kperPGgTDIH0wiewA0Nsy2B+NzRrDRPZNfSN2nXNrKHjuvRKWyJaSTTQYtjgPS+i25JghlBYr3txMQF1hNaP/JqPmaWwREJEXyt5hQW+Cf3KMGMGX0C7mHHsai4Z4szu8tWcu+CRu4Z8TK/PG0c+Sl2Lp45hM9vPYYvSzt4y3o6fHQHFH/W/YlqN0LaCGqdivr2Tiam+bnI8iUVTQOk10AIEZGqk6bwS3UzMWYTZI4h1bkLMseCxRbYwZrAcP8u2qq3GxtosBz5E9ZNv4+E2BiSbDEAmIuOYMGJ7+HGwmFFe62xOOZUfpH7pFSRNYI78N1nsSVAbCKPDPkLf6qYwPVJ/yDGGtujU6is8Vxp/o1MNRkkJMGMIMn+JixJmQDEDJvLkvYsgyMSIvjKM4/iL+pS7FZzj/b/uedRvBvf7dG+Na/+nHNdb/LHC6fvs31YRjxP/2gmd7ov45PUC9HPXwjdjRDw+2DEsWyoaiXJFkN+rJNrm/9EQ0Ntj+IQQoi+qNVJFMdNDTyYcgkcfiV897/f7mAy0Rqbg7u+1Ijwgs8cS7EzjsK0OJTaPRQ2xspJR8zgmStmMnPoXusPezspVDU4JcEMP3egUmyMPR6AE+K2keXYRkLO8J6fIzaB0rhJtLjk328wkAQzQnh8fr7r/jXWEfMAGOdYxq1tD+KValtigDHtXMBcW88vjnLtPoY3f0Vtq6vb/WrfvZ/ClmWkH/EDEmJjDnh+ckEKr98wl581nstHk/4CcWngP8jf12GXwWl/ZGNlK+PzklAJ2QA4Git7HLcQQvRW/vp/coN+MfBg6FyYciFk7TsE0RWfh7m1zIDoQuDhw7Fte4eh6XH7bFZKMW9UJibTXtXGazfyu7JL6eh0hzlIQfoIHsh8gITYwMijuZ1f8XrsXVzqeK7n59Cap5w3YqqWJb8GA0kwI0RtWyfF/jyyMgM9mJlxJo40raVmoFSKE2K3vK1Pc4K55+u4JY8/nqMtm3hlRXm3+7lWv8J6++Ecd8xxB91nRGYCf7xgGtd/nUbV63fAiv8cuFNbDSx+BCCQYOYmQ2wCXrMdT4tBa3KKyOJx0tTYQONjZ8LaV4yORgwg9pZi0szdD8VvLjqFDZ2ZYYoohPx+aCmn2BHHkP0SzC5ZAvt4O2WqQtjZkllmmkL87pu3+dNPAWDixIk9P4dSpOhW/G3yPToYSIIZIRzr3+Xj2NvIiA+MZU/OKiJdtVFe1/PiJkJEA7OzEU9sSo/3VyOOJddfTeWGhQfd548fbuZ5xyyspz2Axdz9x9rJE3K4dHYRnxW3oxc/HFgrc29b34evH0P7/ayraGFCXmA5Fa89E9prBs76c6LP9BcPkvy3EbxbZqX9/bvAJ0VHRHCYOxvxxqZ2u493+o94wTEj+tcT7KgDn5t17YkMTY8/9P4xgXmoXpckmGG37RN+0fCrPaODYsadBmf8hcQZl/TqNI6YJPwdPaupIKKbJJgRwtlQDibLnuEgKimwrlBj1QCZZyHEbhZ3M9qWdugdv5EyhIqZd7Kpuq3L5Ure+PQLEr68D/+saxk9aUaPTvnTE0fziOdMOtubYNPb+z65+T0YfgyLdjRS0+pi7sgMAGov+ZDX3TNplgIFg5768kG2+QuoPOxWPI4W6pa+YHRIYoCIdTfjt3efYBboKn5kei/618JsKUcrE6ub7RSl9bwH0+fuCHFg4gDtNWT4aoiL3V07wWSGGT/6tvhUD3VaUlEu6TgZDCTBjBCe5iraLRnfbohLY2nc0VS1yLIIYmCxeZoD8x97Iffkn7LNPJrF+1WTLa5tY8KCa7ku5m3+79SelUoHSLZbuGjuWD7yH47+7L5ve6B2LYVtH8LQeayraGFyQTI5yYEv0JzMLCx4qZClSga3tmoA/ph2N784dw4bY6dSuXGxsTGJAWNt7DTaUrr/LEv1NfDzmJeoao7ynrzEHNqOf4A2Nz0bImtP4YOJf6LWkxD62MS+PA46dOyeIbJ9tSPnFLb584MUlIhkkmBGCN1eS6dtrwRTKd4adT8bXenGBSVECNxa+CINWXN7dUyMs56nkx/jtSVb92zz+zVvv/smo0wVNMy6HdXLO6lXzBvGA+7vsvLwBwEd6MlMHwln/hUmfIe15c2Mz03as7/1w5/zR/vTVLV0X2xIDGxeVwcLmcLpR80EYM2Ym3nGdLbBUYmB4mnb92nPntntPqbUIcQqD021Ub5WdnI+Wwu+i9VsIjfZfuj9zRZq80+gyWcJfWxiX+4O2v2xXRbQ643yUd/nS//kIAUlIpkkmBFiecx0SnJO2mfbHN8yEmtXGBSRECHg99He4SApvnfJIPZUJnrXMWz707y1JlDJ9aSHvuChLSnUTLmB9Dnf73UocdYYDhs3in9sSUI/fTa89H0oXQiHXY5Hw5db6zl6zF6FNBKyyItppVpGFQxqxb4svu/6BSeMDywOP2z0ZOZXKPTBKhIL0VN+P6c2PUemqa37/RLz8GGivS7Kp9B8/S9MK/9LQZod897VYrtxyvIryXFsC3FgYn/e9FF84ptKvLV/CebIjpXMav0gSFGJSCYJZoT40DcdZ9G+1S8nN33MhOZDLAgvRDRp3MmzdeeRae1lmXmzBctx/8dtlpe584UvOfL3n/HDxr/y4pR1ZJ/7W0gp7FM4Nx03kq+KG6hVu0cP2JIBWFzcgNvnZ87wvUYVxGeSpZqplB7MQa1p61ecHr+ZRFugF+WwLD+feC+nclexwZGJqNfZwo86nyUt5hCfMeYY6i25uNuivFjKxjdxNNf2bP7lbqmtm7G5ZQ5fuLUXncgTvtOJj+3Z+tUHk9uxmZPcnwYpKhHJJMGMEBc0PMoo9r0baUrKI9FdZ1BEQoSAowEvZhKTuy9i0aWxZ6JNFn5mf5fb23/P92I+Zdb4Xizy3IXR2YlcdHghV7dfTeedjTD8GLTW/HdRCWdNycNu3evLNCGbFN1MtSSYg9qQFQ9wrO3bHpSsrDxQJnZt+trAqMSA4GoBwJ546Kkxfx3/EstjpoU6otDRGqrXssFfRFFPKsju5o+xo7xRPvc0Cnk3f8g809p+z8GMTc4iRbfgdPuCFJmIVJJgRgCv18d3vO+Tbd23OqUltYAM3YDLM4D+EFvKD1wWQgwa/o4GGnUiKbuX4+mVhEzUDUu5/IZfcYZ5CWRNQE36br9juvn4UdS0dvLDJ5ehteatNZUsKq7nqqP2S17zprF85M1USpGfQS2xrRgK9qpWrBQ19pE4dq0yLigxIHjaAz1z8cmHTjCHWFrxtlSHOqTQad4FrhaWOAoo6kmBn910jB3llZt84Wbd/D+OM63q9xxMe0o2aaqNJkcvRzFFG63BP4Cu3ftAEswI0NBQR6zykppVsM/2uPRCUmmL/lLke/vLBHjzBqOjEAZxtdbRpBNIjbP27QTpIyBjFPx8J1y/CEz9/wjLSIjl7rMmsKi4gVF3vM+PX1zNRYcPYXR24r47JufTNuZ8qlvl4mbQcrWQ6G8lu2jsPps9mROxNWwwKCgxUHS0t9CgE0nuwRz1Eyse5tj6Z8MQVYi4O9BjT2dlo5WhGT3vwWwvOoFKbzI+v6xHHE7+zg5cKpbYmP5958an5eLFTGP7ALqu7cqCP8B9WdAU5fOk+0ESzFDSGtb/75A9do3VuwBIzd43wYyfcg4nev9M/UD5Q9w9/If1/wu8N2LQaUybxh+9F5Ia188qgL1c5uRQTpmYww3HjmDakBTmjcrgpyeMPnAnn5ejVtyEpaUELe13UHI2lNGpLWQW7ts+LJO/w4uOGQNrtIkIu/r0GRzW+U+S7Yf+fFT2VCzu1jBEFSLZ49l5/OO0uLxMzk/u8WGtR9/LUj2uyzWRRehodwdesx2lelaM6WBiCg/jZNPjNA709aSr10LOJLCnGB2JYSTBDKXOVnj1h7DwoW53a2xtY7Magdm2b4+JyWxmbFw7DS3tIQwyjGzJcPMq0D7oqDc6GmGAuthCPtOHkWSLvDLzt508lleuPYJnrphFclcJsDmGpPpVDPGX09gxwIf3iC6VmocwtvNJhmTve4NjyOSjecc3m+21A+SzWhiivbmeLFMbcdZDF1KxJKRi8/Yiwfz0N/DokZHz3fv5b9mwbSdF6XGkJ/R8ykRq+adMUjtwyBy+sPL5fPjMPR/KfFBaM91WRWtrc//PFcmaS2H6D/YUDhyMJMEMJVsy7+XdSNPyl7vdbbMazh1Z/zjwCb+Xt73X4K1eH6IAw6xxBz6t+PycFeg4Wd9zMIpf/ihX2udj6mFJ+kijUocyRNVR3iTzMAejyvJSRiZ6iduvVL/daubR+H9TvXmpQZGJgSBhw3M8Yv17j3qJYhMzSNatPevJ0xq+fBBq1qFfvyYIkfZTZxss+D07SnYwrTClV4cmrHuaY02rJcEMswWz/s078ecG5VyPOW/BVL02KOeKSFqDKQbX5k/wv36d0dEYRhLMEGoqXcea0gbMbd0vhuyo2szhti72MVtoNaXibSoPUYRh9uWfqHznt1z94gZWldQaHY0wgL1mGcMs0Vti3pRaxDh7EyUNHUaHIgyQs/Iv/DLmuS6fm2AqxV0qlWRF3/kcTTjMiYfeEbBMOJN7PD+gob0HoynaqvjT5Hf5gfsXvNg+1fgpKhUrwBTDZ7UJTC/qXUVxszUOm3LT0SlDZMPJ31pJijUIa/0qRbs5BU/bAF4hQSl8V37O3Zty2bFm4aCdUiMJZgi5v36S08xLWeEfjct18MIgo3e9xDkdXfdytlkz0a1VoQoxvFqrWNMSx/vW26le9ILR0QgDmJyN+O3BnT8ZVkOPxJ+QQ0m9AzxOeO1KcEXxPCjRK7Ftu3DEd73manvyaKwNm8IckRhQnM24LT1LMJNyhrOWkT0aru9588esXz6frQmz+GXpdLYaPZR79fN4x53DuhoX0wp7l2CarHbiTW6cMt85rE5bfDFz/MGplO20pKAjZah2KNRuomTjMkp1Nnm6htKGwbmsjiSYIeRprmS9eTw/9PyCspaDT2i2d5RjShva5XNOWxaWjgGSYLZVsa41nnZLGi11A6RXVvSKtbMJFeQCPWF1+JVsGnZZoAezpRzWvQJbPzQ6KhEmic5y/ClDu3zOlDuR9I7t4Q1IDCjK1YzHktSjfc2dzXwc+wva6nd1v6Pfj3/XUhIt8NXtx3F7+kKa37s3CNH2g8dBccbxWGNMjM3tWUK9h8VOoskjPZhhFuNzQmxCUM7ltqZicjYE5VwRadm/YdFfSU7PIU51srVicI7YkwQzlByNEJ/BhXErqCrd2uUuFc1Osr1VZBaO6vL5DSOv5kPz0aGMMmx0ayVbnQmoxGwszgE8PEIc1A7LKLwpw4wOo19O6PyUo4sfRCcXwuSLYOd8o0MS4eDzku6tISZjeJdPp4w8gmJf1sBaVkqE1ReZF7Eq/fSe7WxNZBjlOBsqu9+vfguxnhaGH3YiZpNiWGE+I8teCf0wWWczlC6CTe/s+1of3gGnPMA77ulMzk/BYu7lZehpD/Ln2OtxyhzM8NEai8+FObbny8l0Z/mYn/GhaWBc13apqZQdnkxy8ofzdty5VDYOzik1kmCGkNndismezI/Vi3hLvupyn5XFlYwwVZIybHqXz+u86axx5YQyzLCpOecllvtGEZ+Wi909gO9eiYP6Q/wtuHMPNzqMfpnZ8TnnuN+m/akLac6agWfXcqNDEmFyg+lO7AUTu3wuc+Kx3KVuYHO1DJkWfbPZNApHShdLJHXFHEObKZnO5u5HOHl3LmSrLmDm+BEADJt5Omn+Jpp2hbB4YNUa+H0RPHkqvPQ9qNsCHQ2w+nlY/A+8LVU8tbiUc6fn9/7c2k+a1UOHJJjh43Njwhe0BJPsiWxz925odFRp3sU2dyrZObl8MuTHlLRFZ1HD/pIEM4Qez7ufHdmn0mHNxN/S9ZfAsjIH9wx7DpUzucvnR7d9ze1tv+3+heq3w9ruK9VGgp2WUXgticRMvZjn3EfJHcjBxu3gsKb3ybEHoVCAgWyzr6QDO2dV/ZAT3onnu7WXD9pJ/IOJy6/4wDGW7PSuK2CbTIrLU9dQs211eAMTA8YlO+9gkntNj/fvsKTha63pdp/imJH8zXs+U4ekADBy6FCK1RBKl73Xn1C7tu1jWP08nY52HLN/xqbvLqDqvDcDQytfvATeCFTUXOHMw+H2ccbk3N6/xld/4y7XH3HKOpjho0w8nnM37oSCQ+/bAxNr3+Kmlj8F5VwRR2to3sXajhSGpsfxndZnUY3bjI7KEJJghlCpJ4m45HRc9mzMHdVd7rOupJrhI8ZCjLXL59PjzMxgA22ug8/hLP/wIfjfVbQtez4YYYdG6WImvH48Bal24obNYJF/Is1OWUtwMNGtFfzS/Tey4g+9xltEG3cGn5yzgvzcXA6bMJrVniFsrJJeq4GuYdMXvGy9h7wU+0H3Ocf/CQk73gljVGIgGelaS5Kl5zfgNmeeQomv+yW/vnQUUZZ30p6ldZRSrMi5gLXtPZvr2WML/gjPnc/m7cWM+Vcz4+fP4NRnKpjzXAdXvl5F9dx74NdNeH7VxB8+K+U70/NJ7Mt6yBYbcapTejDDyWxhoXUulrjgrOmYbjcxzF9KazfXtdGs+YrFfN4+hLG5SUxveIfkVkkwRTBpzd9Lz2a4ezP+hBzszgPvMra5PHyv4W+cVfXXg54mJXsIaaqdmsaWLp/vLF/LL4oncrfnB5jeuwXtjtCx3i3l+L1uClLtpNav4g8xj9HsGJgfLqJrzpZ6vNpEWlqG0aH029lT83n2ylk8dtEElsT9jDWrVxgdkgix9tpSclUTSbaYg+7jyZ5KatO6MEYlBgytife3YYlP6fEhO8ZcxZfeCQffwedh5uLrODZn33nB9WMu5t3OqX2LsyvtdfD5fZRYRnDK8unMGZ7Ouzcfybb7T+WFq2ZT1+Fm9n8b+OtnxYy6431WlDbxsxPH9O21rPHY6ZR1MMOpqZTbq35KUkxw3vPUzHzSVSsl9RF6vdofPjcbOxIwWewUpcXhjU3B5Go2OipDSIIZKl4X8boDW1wiZZNv5pfmnx2wywfrq5liLiGlqOvhsQD2tMAchYaarquulnz+JFf4XuGsK36J2e+hvDiE8yr6o62KBlM6BalxWLztnGheSZNDejAHk9bGappIJDPJZnQowWOxk0IrzdU7jY5EhFhHcy0OcxJKHXw+TfLI2YzybqFFPttEb7nbMeMnNqH7Hsm9jelcx+Smjw6+Q3stkx1LmFCwb+XuCfFtnF79SNAK/WhPBxviZ3ON/iXzbz2GF66ezYS8ZCxmE3NGpPP8lbM4a0oeb62pIDXOwj8umUZOch+/B6wJ2LULh1SRDR9nI+M967Hbg/PdbUkvIls1UVrTGJTzRZQlj1L0wWWMyIrHZFL4bKlYOqN37e/+OPitWNE/rkCPozUhjeTUZFrbWtBa73Nx8tby7ZxHOab8aQc/T1wGn1mOxtHW9QVLTNVKfFlTmT48l5MSX+CU8lR+Ni6ov0lwtFVR7U8lP9UOthQSVQctPVi/SwwcjqZafCQyspseoGjksufgbiwzOgwRYqaGbTTaul4D8xs5446g830Pa7dtY/aUbnqWhNif38t7eg4ZKdk9PqTQsYlTOz9A67u6vPHR2VSOWZsoKCjaZ/vQNBtH67doqSsnOav7Nt0Tb5VauK3lJ7x8zRyGZhxYCCY+Noa/XdzNdU5vFM7ko5yrccg6mOHj7sCFlXhb11O5ei1tBJ/Hn05F3UESr/ptEJ8J9pTgvF44NRZTrdMYmRlY0sWXNARn9eBsq9KDGSq7E0x7YgpDWpbzmekG2va646a1JrNqAT5rAmR3cyFiMvFU7p0Ud1FxS7dWMcKxGu+YMwG4bk42sxddg3Z1PZzWUEPm8J5/FgWpdrCnEIOf9vYIjFOEzOas07jR9kC3PUDRyJuQh83R9RxrMXBsNw2jOOPYbvcxJ+dybeEbfFUzsG6iiNDzWJO5vvMm4lMye3yMPS2PdN20z7XF3tq2fskWXUh++r7rF+YXjcKprVTvWNuvmAF8H92N/a2ruGreMKYWpvT7fIeUOpQdWcdLD2Y4uR04sRFvDdLnWmwCC0b/H1tbDlKP4R8z4Lnzg/Na4dZayU5PCiOzAn9zLSf+ib+5z8I1CG+ISIIZIl5rEg96vktCQjIpGbkkKSe1Td8mVFUtLr7sHEXrGY9DTGy35zqBpcRWLT1ge13pRlq1nakzjgBgztgiZvlXUbtzQ3B/mSDwjT2Tl9qnkZtsh7h01sdOpbVjAI6/FwfV0NpOXGKK0WEEnXPMuXzdWYDHF93VcUX33jQdT2PRaYfc76hCC7u29v/CXQwu7VXbuND8Ocn2nhe+SczIJ0s1U9va9dqrdU7FO+YTSNqvmE5MTAwV5nzayzb2K2ba6zAteohXPXO58diu1/IOuoZivl98qySY4RSXxsf+GcTHBu/G2XHu+aRWzt93o7OJtv9+l43+IihfBp3tQXu9sGkqZXNH4p4EM5UWhqmqQTklTBLMEGm3pPMP37kk2a3E7R7y0lT3baGfpTsbsCTnkDbplEOea6ZjAUNrPztg+2rTBE42P0FOcqCqYXZaEhUqm/ptXwfptwge5wd3U6TLyU+xQ1wajw75C7WeIK2pJKLCtHX3cpP7X0aHEXS2wy/lM980atu6vsgTA4DWnFTzBMOshx51cUrnB1xU+5dBecda9J27dBnXmd8iqRcJpj0tHy9m6pu6Hmr4hvU0thZd3OVzFQkTaWrt3ygivfFNak2ZpE05A7s1TNXBvZ2MaF6E2+0Kz+sJvLnT+bn7SuJjg/dvPNq5moktC/bduPhhOkuXc4H7V5TrDDqWvxC01+uW2wHv/BSKP4fy5bDs3+DtQ0KoNc7ZP+G9jrGM2D1ENnXrq/zO8m8aB+GUMEkwQ8S1YzE/jXmFRFsMxAUm2Lc2frsW5oZdtbzlvwHVuOOQ59KJecS5DhyCt375fGYPS94z5FApxZaME4jd9FqQfosg0Zq45Y+QbuogMzHQW3uEexG+g6wNKgamWEcNnriezy+KFumtG7nB8jbVLU6jQxEhojtbudT9Evlxh+6lzh4xhZGqnNW7BmdhB9E33uYKakgloRfDEFXWWM5OeI4aZ9eXcgVbn2FGZtc3OpZN+BXPm8/uU6zfcKx7m1fds/npSX2sCNsX1jgA/NHYuxWlnGVrOcG0goQg9mDGZo8hz19JyzerCTib4Ys/8rZnJu/edhp/S/gpz9QOC9rrHdTalwNDcpf/h7J2Reeyp+HdW+DhmeA/xOf9xjdh116jC5ViZeop1MdkUZQe6ECJiUslRTkG5aoJkmCGiK9qHceZVgUSzJhYHk35GWWelD3PJ+/6lDRPLcQdumJcTGohyZ7afTf6/dy480bOyWnYZ3Py1HNY4izA54+ghd8dDZj8bvzxOZhNgWT4rMqHSGuWYWSDSUJnLST2YWHtCGdqLecy80dUtcgd9YGqva4CgLTcokPsCZaiOWSqFravXxbqsMQA4m+totmchsnUuznqE+2NNDXWH/iEs4lLmx5mTHLXCeboNEitXtiXUPd4K+dGVmZ9h+xwVga37p5PGqlLsg1A/u2fcIX5/T1rqQZDctFExqgyttc0BzY0FAOwYsR1FKXHM+OYs3lhe4h7xde8CP+7irdtZzDG9V/mvdDBmKUn8/vkX0HTTvj8voMf62iEl38A/zkpUJQIYPEjdH7+B44enYk1Znd6ZUsmRTlocUqCKYLE62ihQyUQYw68xZuyz6LU9e0C3UOaFlNVeFqPqmTFZRQS53fgcH8756Bz52LQfjKHTd1n33EzjuEu96Wsr4igAjqtlQBYU/P2bPJaEyOzGJEImURfI+bkvEPvGG3is0ilhepm6cEcqBqqS2nTdnIye7CGa0Im1QnjMRd3s3yEEPvxOFpwxaT0+ri7W+4kuXz+Adud1dvwaUXesK57F8fa2viT625cbX1cKsLn4dVd8UydMLFvx/eVNYG6zNk43DLnPVy8rnacWIPagxkzdC5OcxJbtm4GoNo+gpGupzltRqC9Hp7p4am2a6jf8HnQXnMfWrM29QSu8/2cZ0zn8rNTJ/P1L4/nnZuOZH3SPC4z/46K7G6KusWlwdULIKUI/ndVYNvOBbS3tjAxL/nb/ewpJNIhCWakU0odr5TarJRyKKXeU0odMN5OKXWqUmqjUsqplFqnlDr0JMcQ8DmbcZq+rdx2UcsT5FUGLjhanB6GeXdgLTq8R+dKmPYdTnT/kcrmb3tIypa/w3I1kZFD9y0xnmizcH3mWsq/fj0Iv0WQeBxU20eRlZq0Z5PXmoy5UxLMQUNrHjJdhjk3zBcj4RCfgQUvHa0DcE0vAUBLSyO7VB42S8/uqFcc/zB/aDoKt1cugkXPfDzyTl7MuKHXxzmtGdBec8D2xq2L2KKHMCz7wAr0APkjJuDWZmqKV/f6NQEcH9/PpZW/4fhxYZ72YLGx7vinKfF2/XuJ4PO6OnASi80SxJTBlsR/Dvsfn9fYYcEfKX73L2QlJ3DqxBwAhhYNoyk2j8pFoZmH2fnM+dzz9HuYxp7Ki1fP5pqjR5CVZGNifjL//eFM7ENncemHPnxbPoTSxfuuGbvgD7D8P7gyJ/FU/l18mXgqnvqd6B0L+LC1iEkF317rkjuVP6TfJ0NkI5lSKgV4BfgNUAhUAA/vt08q8DLwEJAF/Bp4SSmVE85YATqwU20t2PM4z1tGRmugYtv22nb+5T+blCln9OhcibExTI5roqT62+Gwvoo1tKZN/LYbfi/Hxu0kc/ur/fwNgmjIbH6d+09yU77twcWWgsUtCeZg4dfwpHMeyZn5RocSfPGZNFuycLbJnLuBam38XG5P/1uP9x8/YQoev2J1acOhdxYCcDZXkxXf+x4iT1wW5vYDazQ4qrexwzqG2Jiub4rEx9kpM+XTUtq3qSquzZ9QZR3GuNzEPh3fH/mVHxPfWRf21x2sfJ0OPGZ70JcYO26ImZO23wef30f51tX85MTR+9QUaco9Env9+qC+JgANxcTu+IRku5W/XDj1gGHpZpPiD9+dTFOHm3UfPAFPngJPnBQYlr3hdfj8fojP5C8fb+WuFTYuXTORLc/8hNrkySyzHM68UXstNWRPoSZlqvRgRrizgY1a6+e01g3A3cCZSqm9P93mAaVa68e11m1a69eBbcAR4Q52WcEPeTXlij2PfUkFJOwu1LOtpo0t6cdhyRzRo3MpNK/on9G0+QsA3F4/1zquwTntyi73Txh1JEMd63G5I6SMd0MxurGYvL0SzLJj/sJD7rPQOoLmioqQad21ln+Y/0xmfJAWao4ktiT+PeMdtrvTjI5E9ECnx8N/X32dpxeX9PiYjpodjI539Hh/u8nHMut1bFwqw2RFz1yw8SaO7TywWvyhWFNyMTtqD/gufS3rJt4uvK3bY+tsw/DWbO71a9JWQ1rzOjwjTzZkXePhy+9hlG87/kiqNTGArZ/8f/zZcm3QzztnaArHxG6mU8fwdNpNnDe9YJ/nU4dMIL2zLOjXiZ2f/4GF/klcdc6JXXbSACTZLDz1o5lcUnNJYEPtJtj6IbxyOdhS2J52NP9euJP//vBw3rpxLs/Wj+Lyhu9z4cwhWMx7nbOznd+UXYZq2RXU3yEaRFOCORlY9c0DrXUF4AT2rrrwFXDeNw+UUunACKA8TDHuYatfy9CYb4fMxaQOIdVbg9YateU9fqV7sVyDyUxV8jRs5YEJ+dtKy6ju8HPyrMld7l40/QSyVDOb1kbIciVfPcRpLS+Rl/xtIYDElAwcXoVTSvkPCu3V2zjMtI3McBaDCKPhugxf24G9CCLybFz0AZevv5zp75/N4i0VPTpmVvFDnNv5Rs9fJMZKXeYs0kve6VuQYtCxeNuxxPd+2KdlztU81HkmdXsvk6Q17rKVjMzuvndx0chbeM7+vV6/pnfHF1TrdCZNnd3rY4NBW+KIwyXXD2HidDqxxfZ8+ZweS8wm7fYNtPx4K+/89Pg9RSC/MXTyUdzl/gHFtUGsGNy8i5j1r/BmyqXMGtb9TeHJBSncfuZURrqf48OTPoKCw+Hcx9E/38kVT6+gINXO0aMzmVyQwnGX3MqFJ87jhmNH7nsSSxwZ7nLoGHyjWaIpwUwC9h9T2bZ7OwBa6wat9RYApdRM4AvgXa31AZmWUupupZTe+yeYwc7b9gfmeJbseWwpmMIWXwGtLi+JtcvIsfSuApq3YDY5revQWmN+8zr+mfTfg1b0ik3JZaV9NsXb+rmIcpD4Wiop9STv04OZu/qvPGb586AcNtBXoW6zoeRsqqJRJfd4Dlu0OW7zr5nY+qXRYUScSGizK0ob+eeC4j13wZvKNgBQm30Uzy859DJRAHZXHaak3lVAjh13MuNcq2lol/VRo4lRbTbB14I1MfPQO+4ne9gkqqxD2VzdtmebrlrNLytvYHxq9wlYXuEwNtX1vn1uMo/iV74fMWvEoavgh4KyJhCvXDjckmBC6NvsjK9/wuX+/wXzlHuYzWay0tK77AlPzcpnQ9qJrNzVHLTX6/DH8Hvf9zjrzO/0qGLzpbOL+N6soVzz6k5ufK+ORQnHc/97m2lod/PKNXP2xH3ShBwunzvswGsckwm3OR7tHHxTaKIpwWwC7PttiwP2qayhlLIppR4G3icwR/PSrk6mtb5ba632/glmsFZvG8r27UTftIkncqfvCkobOkhr24w5d1Kvzpc+5gjG6+3sqG0lvXUj9inndrv/6rn/5J9VoyJiCKqvoYQKnUF+6rf/fLaEFJJVx6Cc+NxXoW6zoeRprqbNPHCLMvjjMrB1SpGf/RndZv1+ze2vrOTh91eydGcjHp+f90sV64Zciu/YO/mixNmjYXbJnjqsqb2bP5w16QRGmipZuXFrX8MXBjCkzbo7sOPCltr7gjnK2cQn5pspL92+Z1tN8VrK/JkcNnZkN0fCBHsDb7ZcgKejFxe/WjO/Oo6WguODumxFbyhbEonsW1l/MAt1m1UeB/6YuGCessduiXuP1K8fDNr55pcrXrGcyZzhPbs5opTi12dO4P5zJ/LO2iou+ddS3lpTyeOXHkZWD0dkeaxJMAhXTYimBHMLgWGyAOyuIGsBduy1TQFvA8OAcVrrR7RBGZbV2w62b0sV28xwXeJXfLJ0NVP0VrInHt2r86WOmcfvcv7M44//jRRaGTX1qG73P3lcGtMa3qGi2uBhez4vMa2l1MUOIcn27RCLbxafbXK4DQxOhEsdKeywdz2keyAwJWSS4Gui0yt31CPJxqpW7m39FZ8l3Mk/PtvO1zsbecc1heHfe4jZyS2877+GLWVV3Z7D5/OTrhtJyCjsdr/9qfSRPJZ/P1+UyvI1ontamfmx78fYM/qwsLw9lWTVjqPs22I9TeWbqbXkkZPc/QXwkGFj0EDN9lXd7rePypWcsfgCjhlt3A1D/wXP8pTvZOnBDBOT1wEWYxLMvLQE8hoWB+dkbgfj3jufC0ayZwnBnjCbFN+bVcSme0/hvZvnsfSXx3PEyB4sWbVbRdF32OlJ6UPA0S2aEszXgZm7lyFJBf4EvKS13jtDOQ4YApyjta41Ishv2P3txOy9xqUycZP3KcpWfMBC65HEj5jbuxNa47ju4vM4VS2mfOpPSc0b3u3u+amJ/MryHLtW975oQFApE2/MfAFH2oR9t3+z+Kz0YA4KXyaezpd5PzQ6jJCxJGWTrlpp7JAbJpGkevMS5pg2YptwOkt2NPDOGy/wf+kLiI+NITFnGGmqg51rul9svr7dxcXuO0nZb83hQ1KK3Jnf4aNNDfikGInoRrvPzJueWaSmpvT+YKVoThqLrX7dnk0pZZ9SmTTtkIcmJ8Sxy5RPU0nPK8m2bV9Mu0dz0kTjKoJbE9LAFCM9mGFi9jlRVmMSzMwxsxnh20FTa++mlXXFveVj0p07mTNtwqF37oLdamZ8XlKvC1vVTP8Jizu7v2YfiKImwdRaNwIXA38nsESJHbhFKXXMXuPNpwGjgc79xqNfHu54f5b0Z5xZe/XYKAXJBTxofQznSQ+ApffFTvJT7Bxz8a0MO/P2Q+9sMlEePwn3jq96/TpBpRRr3XnkZux3tzN3Mi/EXUKzzMGMKm6vv09r+2VXfcZoy8AtK2+dczUPei+goV0SzEiidi7AqeJIPP5WXsx+mota/8NJGbuHMpst1CaMo3Nn93fHK1o6Wa3Gkpne8zvW3zghtYa3fNexbIeh9ztFhHOsf58/WR4lIz62T8f786aT17Fxz42MW0y34ZxyeY+OrbcNw1vd83oNzVu/YkfMKEZkJhx651D5+Nc8ZH1EejDD5IPMH1GdPNWQ184bOxur8rJ1ff+LVjYsf5X5agZHjOrdfPr+GlLzCdPcKwZd1eOoSTABtNbvaa1Haq3jtNbnaa1btdbzvxlvrrV+cP9x6Lt//hvuWNd78olLSN5nm33adzHj56z0fgxbHXEcmHtWzcudP4v0xl4MfQmFpY9xzqafUZQev+/2lCEsST1T5mBGkVanm+PueZlrn13R62PPqH6E8b4tIYgqMljSh9JkG0KD9GBGlJf1cbw09SmIz+Kwzq+ZYtpBzmm/2PO8v+Bw0prWdDtXXa17hadsfz6gwmFPxGWPJF21snnph32KXwwOnsq15KpGkux9m9OYMv1c5vunsLqsiQ1bt7Gk3sZRU0b16NjNhRcy3zynZy/k95NRtYDmwuMNWZ5kj9gkUpWDjk5JMMNhie0o3ElFh94xBEz2JN5PupD11f2cauD3k1i+gMb84w+6NEmopFfO50TTctpcg6vHPaoSzKjRVMrrjstIM+3XpX/UrfDznVAUnmU5syYeQ7a3ksrGtkPvHCoN26jx2ClK2294hbOJW1p+h6tt4PZqDTSbPnicX/M4X20ux+PrRS+m1qT56jCn9m4OW1TZtZTX1a1SMTTCrKnxkT18EphjUD98Hy57G9K+HaqUdNj5vOM5jLLGbi5eajcR29fqx7GJVOSfRm7xy4Pu7rXoOV/DDhoseX1O2uJHHEHJsIt5dcl2Ep4/gz8XfEFBas+GNNpGzuPd1p4N3/N7O/kPZ5E76Zg+xRk09hRSVAdOz+C6YDfKj8rvJN8X9tX+9iiZdhsf1vVvzq/f7eBV/zEUTD8pSFH1nCU+jWTVMehWTZAEMwS0q4V0WrDv14MJQFxaj3sg+ytv4tF8L/EJPt1qXHVLXb+dDZ2ZDM3Y78vOFMNh7fPxtdUbE5jotcztrzIvZhPPWn/HuoqeV0TT7TXE4iYxZ0QIozNYTCzD/aU0tfV/nogIjqb6aj7zXMqEuN1tNXMMDNu3OFraqNnMjzuZDZUHb8/Wlp20xg3pcxwZM7/LLN9Kvtwq66SKrsU0l9Ae378bcP+Xs4zfbTqRIqoZe/LVPT5uSrqfu5rvoKP50N/Fm+rdPOg8k5njDf4st6WQRMeg6xEyhMfJYc6viDOmYDAARybWcGzFY32anvONjQ0+7nVdyMxx3VdWDgVrQirJSIIpgqCzowWntpIcv/+qKmFmMnPKyHh2rjVuHqavfhvbfTkM3X+IrDUBP2a8HbK0Q1RwtTK0YzVrR9/IVFMxy4trenxoc9UOPNpMTkEfKiRGi/jA+nWOZumRN0TFSqjfvu+mLcsAyC/q/oLiV/bXcG5476DPJzlKcSf3ve3GjzuBT4b9nH/O39bnc4iBbbt1DC3pU/t1jnGTDsdZdByNM37C2FE9Gx4LMKIwj1lqE7u2rDzkvv53buHyrGJS4qz9CbX/8qfzTsolUiQwHJzNAFjiUwwLYUyGlavUm2ze1febdN53b+Oi7AqS48LTwbM3U3w6ZpNJEkzRf862Jtqxk2gLf0Pe3ykxK/hB5b3GDM/Smq1Dv095/HjSE/YrXqAUbksifsfgWxsoGrl3LceprdhnXIIFL2Xb1vT42B3WsRzueZzcVAOLQoRafKAAjLe154m3CBKt4V/Hwj8Og70Ws+7YtYYySxHmmO5vvY+21JJY8eVBn//ENBd/way+x2eNZ+aZV1NcWs5nm7pfEkUMTv+2XY6noJ9TZwpnYv/h66SdcU+vDrNarVTEFNCw8xCf6e11jK18nXFD8/oRZJCkj2B95hlSJDAcXM1AYJinUWyFU/EqCxXrFvTtBK4WJlW+wswwF/fZ4/Ar+Ln9bpqdg6tGgySYIdAam8u/vafts+6jUQqmHM9QqthZuuPQOwebUryb8B0y8rvuQahPO4xmt4GFAkTXGorBu+9cwh0tfp70n87ooUNoTx6NvXJpt4VR9lZZW0d6SkqfiqREjZhYlud9n2qX8X/zg07jt59tvpJvK8KaazfQnDD6kIfrvGlktXddRdPn1/yu/XQyRxx6yYfuDEmx8GHSfex447eyZInYV2slc2peJD+l95Xlg6U5eTymyu6Lt9Ws+4QGnci0OeGfw3aA9lqurrkXR3ur0ZEMfMrEUjUJe5yBN4jNFsqTpkDJwW8Edqd5wye06Dgmz+h+/fiQ8bgYb62RHkzRf/XxI3hCn4XNYvzbm1wwlgaVStnKj8P/4ju/ZPyGPzMhL6nLpzcc9QhfeMaFOSjRLZ8H/j4d/jo10DO022L3CD7MugKbxYz3+Hv4vHNM94VR9lK08vfcpR4PUcCRY9Ok29joMu4u76CVkM0v7Hcx2/V3vuDbRPB93yxqR3znkIdnjJ7NaP9OqpvaD3iuassybuJFRmX18+LKbME690ZOd73L395d1r9ziQHFW76S8zv/x1ADl/3wjz6Nte1J3d40bNqykBLLSEbldP19Hm4Tmz/D1yE1HEIucww/8NxBXKyBkzAB17CTqG5x9vjG9t4aVr/HiphpDMsyqO1WreHR1htocUgPpuinmB2fc3nsfGPLeH9DKSrSZmPe+Xn4X7tsKVltGxmf2/UfdX7HRjKcxWEOSnTL54HJF0FbZaAnE0Brilb8lnnZgV7NlMmn0Zo4oseFfixt5XgSjVuUO1ymN7xNYXP/1+oSvdPii+WlpjEkZBXx9YbAPEy/X/NC81jSxh19yOMzRh3OStN4NhaXHvBc49ZFnGpZRWp8/+ecxc/6AUlJSUxa9n+sL2/u9/nEwNBcvpkSnc2IDOMSzCFzL+ABx9nsqD94kbJlTfFsLrokjFF1w5YCgLej2dAwBoPO6i3M9K82fN5t+nE3co/jfMqber9cyaaOBGqGnGbcNbk9hRh8ODoGV4+7JJghYK9awtGm1UaHsYfz6Lu5seV7OMO8KLGzZitbPFlMyOuimi5QtOUJztTz6eiUSnARwxoH33kM0kdC6cLAttZKjmt8mXG5iYHH7bU8r+5k886SHp0y2VWOKdWYNbTCqaBuIRM7V/VuCRfRbx0f3svPLK/x40keblt/JtrZTFnxev6i/8jYzEMPO1S2ZP5T9CBf1x24FEln9Taa7H2vILuP2ATif/ASBUlmfv7sfJoH2d1s0TW980t2mIcbUnzkG5mJsdyQsphtK7u+Ed3i8PDr2qM5/PjzwhzZQcRY8Zrt+8y5FqHh3vwBP475HykGtk+A3GQ7FyauZeuG5b06zuvz88vG08g53MC2u/uGSGfb4CpqKQlmCPhdrbhjIqegyfQJo4mL0Sxct/3QOweRt2INu8xFFKZ1XU3XmpBGEg7qZe3AyPHhHax+/wluib0L16TvAdCxazXNOp4xo8YG9rGnUuTZSc3mpfjcTtpK14K364tl7XaQ7askLn9SuH4Dw1hSskmnldo2ac/hpKvXk243MfPw2bi0lZrNiylfv4ipMSWkJ/fsc/jklHIsWw+sJBvTvANfShCrH2eOoeCm92j3xvDbFwyYtiAii99PTEsJG1OPNzoSTrNvxLbuhS6fK33vT1xqX8y4CBkeC9CcPYsWuUcTcu62Rlp0PMl24+sL/MjyEab1/+vVMZvmv8gJ/q84YmR6iKLqAVugk8XVKgmm6CfV2YY3Jv7QO4aJxWziefuDOBf/K3wv6vPSqNJoyJx50GEJ1oQ00k3t1MkFecTQWz/kxcXbeW2HmQ+/3gDeTuq3LmIrRYzI2t2DabbgG3EcR7W/z8P3Xkvik/PgvkyK3//bAeeraHbyU/f1DBt/WJh/k/CzJ2eTaWqhusVldCiDiqmtApLyyE5JYLNpJE3bFpNY/Ba7Umb3+BzTTds5ufHZAwrwNHQqLHmTgxpvQmwMb+X+hz+UXcKrX60L6rlFlDGZuDP/SdSQnrfVULFMOodJbV/S4dzv80trcjY9ycwCO6YIKtRWevJ/WeAc0ac5eaLnPB1NtKt4bJYDR3iEmyNvDhkNvZvDHr/6CU5KqyHOauAcUouNzw57mM2uFONiMIAkmCHg0BbaY3OMDmMfvtGnMrXuLVzuMFWxMsfw+4z7SCo6+MWZSson39wsCWak8HmgaSdbvDlcObeQEz85BV3yFS0NNaxLPnafKrCxU77LGeYlxNnjWZp2NlUxBTz4ZT0vLdu1zylXV3fydcLxZKWlhPmXCT+VNozYGBM1rZJghlO8qwZrWmAYa0PKJPy7vqagfS3+0Sf3+Bw5445gNCXsqG7Ys63Z4eZKxw0kz7wo6DGnfO+/tCSMIPfD6/h6W2XQzy+ig3/966wvLmXOyEyjQ2H4nHOIVy7WfrVvT3791iWkeWsZcXSEzL/cLbt9E6N0Ca0umWITSn5HE66YyOi5Th57DKM9W2jvOLAgW1f87fUMbVuBd9w5oQ2sBzzDT2BXh/FJejhJghkCr+TeytK87xsdxj6GnHAd2aqRVV++G5bX821+n/biJRw+tJuqmlMu5IHUe2SIbKRoKkX5vbhThvOjeaNY5htF66bP+Enb9+mc/qN99534HbjyU668/W/Muvlpsn65nvRpZ1L/9q/ZWl63Z7fUJb/nJ4mfhvkXMcjUS3go6z7KmxxGRzJ4aM1861GYswPDt3PmXcbPG87kc98Uhk8+ssenSSiahllpSjZ+O7+nePtm5lk2MTQ9BKNRbEkk//AVJsdW43j2e6zaJXPJBh2t8b/9EyZ1rmD2cOOrT8fYk1ifcSrL12/aZ/uO+U+zzjqVscOHGhPYQWRvfprvmT+hVm7ohdSS8XfyQsKlRocBwJBJ83BhZdv67pfU+UblpsV0aBtHzD02xJEd2vS1d3Os40Nj1qQ3iCSYIZDStI50S2RNDrAmpLItZR6uVS+H5fVcnz7AOPcGjhyVcfCdbMnYkjKoky+IyKAUm9KOJy87h7wUO+sS5pK84u8c2fg/zp3WRRXYghlgDgw7MZsU9501ju9bv2Tr0zfh9gYK3eTXfkFealw4fwvj+P3MtZdSXSel88NGKX7ju4yEnMBauxOnzeGsU07BcfrDZOYP7/l5rHFU2kZRV7ZlzybPhne4y/o8MeYQfU2mjyDhxgUsm/pbLn38SxYtWXzoY8TA0VRCTGczrVkzDK/Q+Y3Mix/lLzVTWb+7Qrjb62dBQwotYy+MjKr4e7GkBEZA1bTKDepQaupUWONSjQ4DgJhYOzfkv8KCttwe7b+9opbFllmkJRi3xuw34v3tDKeCxkFU3E0SzBC4uewnjPZH3vIbsWc8wA0N57O9tmfDC/qsox5b/Trac2aSZOtmYriziUdLT8PXuDO08YieSR/BHxJvZ+zuZWUOO+cm/uY9h/SMLHKTuy7UtI/YBGIueY4z3O/z5iefU7FjA0O9O8g97MwQBx4hlOL60p9iqV5ldCSDhrt6M+c7X9nTPpVSXHP0CC6d3fuqxZ8e+QLPtU3f81jXbaYlcVTQYu2KSs7ntnPn8LvZfo744BS+ePxnaL9UIR4UNvyPUutIxo4aY3QkexSlx3Pz0DJ2vHoX2u/niS938BoncNjpVxgd2oGScsk3N1MtN6hD6rxFZ3Ocf5HRYewxa0gC9Zt7Fs+/6yey4rAHQhxRz1hT88lRjYNqSpgkmMHm7sCmO7ElZxsdyQFGjRzDESOzePuDD0L7Quv/R6UplyETDzFEzZaCVjF4Gnd1v58Ij8pV5FR9ysjdi8rPGZPPd255lKtuuL3Hp4gfPpvGlEmkL/4tn7zyT4otoxg1bkqoIo4sSuFMGIK1RW6YhEv7jqWcb1pATnL/71BPK0gkqWYpzk4vfr8ms2kV5vyp/Q+yB8487UxKp/2cGZXP8sXD1+D19nNemSSpEc/fsJPPOscxZ4SB1S27cP7sUZzV9CQ77pnIKfNP53fHJZPY3Y1ioyTmkUmTzHkPMZunGWWPjB5MgBOSK7iz7lacju6nojSXb2JoyUucPjEy6qHEJOeRN8hqjkiCGWwdgeFx9pTIaNT7+78hG7ms+CdUVleF7DWqGpv5qHMSx48/xHugFK64PHzN5SGLRfScf9O7nOj6kCFp3w5pLUiN63X1tdTLX6Bz6mVspgjvET8NdpgRzZ82ghTnLryyFmZYOBvKqCad9Pj+DzEcm+LjBctv2Lx+OWs3bWSov5zh8y4MQpQ9YDJTdPYd7DruHxxe/ya/f+7dvrehHfPRvx9K9ZLwTIcQfbNm+m/4neciZnZXp8AABVOOp/Ho3xIXn4B3xlUcOytCK4APP4a/jPyPJJih5HVj8zswJ3Yz1SnMRk4/BgVsWTm/2/3K5v+X71oXMakgJRxhHVr+DNZbp0qCKfrO316HTyuS0oyvCteV4cf9kHZLOhtf+13IXuO+huPZMObGPT1h3VEpBdgdVTjdvpDFI3rGVbeTXf5MCvo5Z1KlFHLquT/gd7+4lTHHfi9I0UWHuNwxDKWK7XUhHoYuAPA0ltFsyQrK8gmxKbmUW4ez+YtXeXajl58MeY2knF7M4wyCsUddQPUVy3m9LI5HnvgXnc5etiNvJ/7Xr2O7J53O9+9k0fa6fZ/3+2npcEthFKN5XGxet4zJBSnExxq4fMJBpB17A7k//5pRZ94KETb3cg9rHImpWdQ2y2dtyDgD6zbGJUfO9awlNo6dtnE0b/q82/3SSt6jpuCUyJk7PHQuH2ZcPqjWye5TgqmUSlFKnaWUukEpdZ1S6hylVGSN8zBIa+JwvuO+h4zEyCxsoswWvEfewuzal9i2YfmhD+iNxp2UP3oOyzbv4OoTe7Z2nGXOdSzyT2BnfUdwYxG95mvYSaXKJiMhMgpORKPY2Vfxz6SbWFvWYnQog4Kr002brYsCVH2UMO86Lmj+N95VL3LZ8VODdt7eGD5kCM9dOZvjqp+g5KFT6WzrRdGo1goqLUO4xXonr456kL9/tm8tAO/Ch5j/4AXM+/0ntDoHT7GJiFO1mvOXX8Lk/ESjI4lq16/5Djm1XxodxsBlsfN365UkpkXWiLzOIUeRWvXlQSuytpSuJd+7i/wjgr/EVJ95O/m++yXaGkI3ejDS9CrBVEpNVkq9C9QCfwEuBS4D/ghUKqXeU0pN7+4cA12Dx8oaPZK0CL5IH370pWxKO4FX3nyD5kNVtNIaXbMRj8+Pu6MFXfw5uPa7eC75Cv3Wj/E+Mpf1VR3cef4cxub0bN2k2AmnUZM8hWLp8TGcqb0aR0Jh5Nzxi0bJ+eQXDGNDWd2h9xX99krebSzM/9Ghd+yhlHlX03TCn7j7xNzul1gKsTE5iWRc+Ro+j5O2v8yidvX7PTqu3prPqQ0/45LjDue8k49j+85iNlW1Bp7sbEPP/z1rGMsyy9XMXyxVaw1TvY5SUyEjclKMjiSqeZMKSWjbidaDZ+mHsLIl81jnSaQnR9aNkGGn/Jgfdd7K8tKul3davWYlX5pnMn5M5BTQwmzlpMbn0HWbjY4kbHqcYCqlfg/8E3gByNVaj9Baz979MwrIBJ4G/qGU+ltowo18lqUP86D1ceKtEbygqlJMvuFplqWcyi8fe5kNC99G+zyB57QGr5uGr1+i5Jkbabt/OBWPnsOoO97n6d9dg3rmHHhgCI5781n/t/P5zTsb2fbiz2lc+Qa/cF1G8TGPcNbUgp7H0l7Lo9xPWbVckBvt39NfpyLjKKPDiHq/qL2NvOKXjA5jUIipWceQhOBeXGbMu4KUY28O6jn7IievkPwff8rWuGmUvnEvH64/xJ3v1S+w+bX7yEqK5cLDCxnasoSFtp/x+pLABY13zas0+eMYfuJVeGwZNG3ofoiZCB1/1TrWegoYnR1ZF+7RJiZrNIX+CupkLe2QcG39jJt9T5GZGGt0KPtISs9i5pgCFixZesBzWmv+XDaKxYf/PbJuliuFI64A1VxidCRh05vB/4u11r842JNa61bgReBFpdSp/Y4sSunGndgtpshq2F2IjTHz+KUz2P7vfzDhk/fgE6gmnRc8x/ChnsmbljupUQWszLoEJpzD07lDMXWO5tP2W2hrqqe6upyN/iHotk5eGf8Pxhdm8esxWSTH9bLanD2Nse4NLNi1FBgk1UYjkcdFa10ZealZRkcS9Uw5Exm2YQUujw+bJYJvNEU7v5/byq7j/ez/ABFaiKSfkpOTmXPLKzy5sJjfvbCSF3JfZsoZ12MZOmvfHRt3ot/5KfPdF/HT80cHvn+GHwsWO21r36XjlCnw6f08r07n2sOHUrdtJuklq9BaR/x31UDkrlzLBt8Ejs+SBLM/7HnjGbNuKaUNDrISjV/rcKBxlq5kiqmYjITISjABbkhdRuaKP9Pu2EBC3LdT0tYvfIvCqtVcdulB0xXD6JQiEkrL8Pk15iDUDYh0PU4wtdZvfPP/SqmZQCFg3m+fl3f/t2fjeQYg3VZNZ2x0XKRnJsaS+dMXaKgpp2TV58S768i1TuMnBWPZlXEx43OSGb/vEcEPwhxDc/o04qq+Ruur5GLHKBUr+Pm2S/jP0TJsrr/Spp/LURuf4+stpRw1MbxFYgYVRwMx+IhPD94czEiklOJH80YyrTCFqqf/Bf89jea5/0fKkVeAPRV2LUW/+D2WmyazsfAi7pi0exFykxnzjMu5eslr3PLfWdR2/ITvnX48NouZpGEzGFH8MFUtLvJSerDGrQiq5ZPv5auGWn7V2xuyYh+mMafy1petjKptN3RI+0DlbiqnhnQOt0deOx174g9pX/F7lrz1L0646McAgTmZC/7AJXmTyE6KvBsO1vzJJJWso7LZSWFaZNZpCaZely9TSj0A/ATYf7yOBgZ9XfQYRy3+hElGh9Er6dkFpJ9yKQBjDXh9+6h5TKh5i/KmwfFHF5Ec9TSTSEGqXGz2l2XEPBwxidQuex0m3mJ0OAOWr7UKM5CS1Ysh+VFs2tAMht36Mv958iHOWfgP2pb+g/lHv0pe6Tu0ukfzoP0nPPe96fvcpIs58mZyihcw07OMjmMv4TuzRwKQNPFk/jy/jDnlLZJgGmClK5eMnMjrFYo66SNoHnYaa8ubuXjmEKOjGXB0SwUtlsygVOkOthhbAlUTrmL6+j+yfesJjBw9gWXvP8k0z2Y6znrC6PC6ZD/5Lv749Sfk1rQNimvdvtTH/iEwQ2u9PtjBDARLbPNoz5xqdBhRJXH8yZR/vYHtW+v4/uwio8MZlHztddT5JMEMCpOZlTMe5JnVmvNkCGLItNWVg44nJz3F6FDCJiXOytXX38bCbZfx/heLee3DOtLjjuLkKRfx9LEjSYnbr7hcXBr2az/jR1qD6duSCyptGDvyzyK1upVTImQh8kGjvY5LF5+Ke/x/jI5kQLiu5SGebZ4E9Kxyvei5ppgsauy5RodxUOPO+xUbypbx/PPPkzxmHjdt/gVrRt/M4QVGdJUcmlKKszOr2VySwfHjso0OJ+T6skyJF6gJdiADxTPqTFT+wJwPFDIFh1E841e8vabS6EgGLUdtCdU6pd9rYIqAKUedyXaHjYVrBk/FuHArS5jIjzw/j7gCFKGmlGLe6Gx+e+U5bLnvVBb98kTuOnMC6QebJ6XUPsnlN27w/BfbtvdCHK04QGMx8d4mCvMG9tDucElLjOfItvdwuL1GhzLgvF/wYzZlnGx0GAdnMjHu5jcYfsKVtLt97Jx+O4df8mujo+rWrc2/wbL9A6PDCIu+JJj3AM8ppU5SSs3c+yfYwUWdtmouaHiU/EQp7NFbF2WWMrXsKapbZAFwI+zIP5t/6vNlDcwgSYu38kTumyS+ey3a7zc6nAGp3GGhImEiFnOflnMe9PLNTWQ2fG10GIOOr2wZm/xFjMxNNTqUASFp6pnMVhtYX9ZodCgDi99H7q63yY/zGR1Jt0wxMVxx5DDuvex0xp99S+CGWqRSitb8oylo+Oqga3gOJH35Zh4CnAB8ACzZ62fQVwdxV23gbP8n5KRKZbjeGpKVys9jXuqy7LQIve3+XJpSJ8pwziAaddI1TPWspvTtB4wOZUAaPf9arohfaHQYUcuaP5VCdzEdndLzE06OnV+z0j+SkVJBNigsw+ZiV262Lv/U6FAGlvYaLi67l+HJAz8RCqfUKWcwR69mY8XAvyHSlwTzJuBkwKy1Nu31M+i77doqt1Kic8iXYYa9pgpnUpM0GdPqZ40OZfBpreSYT85gTHJk36mMNukjZ/BS0d3krP4ruqXC6HAGnPSW9SSlpBsdRtRKHTGd8aqULdUtRocyqOxIns1C2zEkR2BlzqgUm8j6MTfxSXEHWksyFDStlXgxkZVbaHQkA0r8uBOIV51sXfmF0aGEXF8SzEZgpZa/5AO4ardRRg4pUnq8T6yHfY+5jk/YWdtqdCiDS90W4l3VFOXnGR3JgHPkOdew2D+BT79eY3QoA0tnGyneeuLyxh96X9Ela/40Vlqms71MSiqE0+f2E3HnSp2GYBp69h181ZHHytKB3ysULu6aLezyZ1GUIT3tQRWbwPNHvMdjO9IH/A2RviSYvwf+o5SappTKVkplffMT7OCiTYvDQ3XcKBlm2EcZsy5ig+0wPly13ehQBpf6rewgj4n5KUZHMuDkp8ZRd8Z/ufELxaqSeqPDGTB8ddvxaUX20HFGhxK9EjL538j7WV0nIxfCxuNk5tpfMzXNY3QkA0pKnJX7suZjfvNao0MZMNrL1rFFF1KUHm90KAPOaXMmY69fw8ZNG4wOJaT6kmA+ApwJrAAqCayHWc2B62IOOi+mXsOaoVcYHUb0siVReuQfeHVD24C/sxNJXKXLWe0ZwoS8JKNDGZAuOHwIV02A4U9NxfHSFSBtu9+q3Vb+4j2fkbkyRLY/zkrcgt7yodFhDB5bP2RW64cMy042OpIBZ9isM5jY+AnNq98xOpQBYfGwG/mz7SYSYvuymqHoTlaijfuT3iT7f+eD22F0OCHTlwRz2F4/w3f/fPP/g5fXja3kc8Zm2YyOJKqdNcrKbU33sqVUliwJlx22CXxpmUtRuswdDpVrzj2RxzLvJG7Tq3T+5wxwyby3/tjgTOd524UHX5pD9Mg0SxnfczxDZbPT6FAGBd/Gt/mfbx5DCwqMDmXAOXzWPF5J/AHq7RvRA/iiPVy276qgqECmzYRK7MX/xePppOLt3xgdSsj0OsHUWpce7CcUAUYLXbWG25ruYkymLFTfH1lZucywlLBjwXNGhzJovBlzMp6hx8jQ7hBKiI3h1muv4eXkK/CVLWf7Cql42B9JC+/jO1mDftBMv6Ue/l0mmkpY/LVU7w45rfGVfMVX/omMykowOpoBRynFkZfdg9NrYv6H/zM6nOjmaOTHK05ibqrcCA2VkUMK+HT0XWSs+xdty18yOpyQ6HWCqZRKUUr9n1LqcaXUf/b+CUWA0aJ+85ds8BcxeViu0aFEN5OZ6qFnUVDyKi63zFMJuXWvkr7xKQ4rSjM6kgHPZFKce/ODPDRzPqe9b+fDd19Br/8fyDqZvdPZxvSqFxkrN/P6L3UoZcmHE7/iEZmWEGo+D1sTZ+PInUWiTQoBhkJhZgorT/kfdy3RVLz4U9jwhtEhRSVduQonVgqGSxG1UDr/gkt5MPUurluUiKN6GzibjQ4pqPoyRPZl4FogFujc72fQchYvojh2ggzZCoIRp/2EIbqKNU/danQoA55z7ZtYmndw/LhBX6MrLCxmE788bRx/OG8y65fNR736Q9z/mAWb3zM6tKjRuflj2rWNvElHGR3KgJBw8i/xu9p4Z41MSwipGCt3+q5i8ni5aA+l0+ZM5ZK5o3Ft/hBeuQwW/QM8LqPDiirOZc/wuW8qEwtTjQ5lQLNZzNx41bXU+RJ4/dmH8T08G6oGTsX5viSY84C5WuvLtNbX7f0T7OCihtbYGzbSmTvD6EgGBFtGEcUnPck9JeN4fWWpFEUJFUcj5h2fsTNxBqOzpRR5OJ0zLZ9zb/g9Pyl4mf/Uj4MXL2Zn2S5wNIJH5sN1p3bVOyxSUzl8eKbRoQwIqeOPo+TYv/P7d1ZTUb7L6HAGJmczjqcvxFG+jtMmySinULvm1Jl8eeK73OX7Ea0L/obv9WsCT3jdxgYWDdwdxG59m7dtZ5KTJDVFQi05zsIzV8xkY/xMzO1V8NhR6AV/MDqsoOhLglkOeIMdSDTza7hM/YaESacbHcqAcdgRJ3DleWfw9mvPUfvnI/BsH/iL0oabXvR3qkgnfaq0WyMMz0zgL1ecxNhL/sh9SXdx6sPL+ffjD8H9OfhfvRJWPAXly40OM+JsarFSP+QULOa+fH2Jrlw9bzg3Jy0g9omj2LroDRm2HWzrXoGyZcTnjmF4psy/DDWlFJfPHcax3/8/LtK/4+odR/HsklL0X6fAv0+AL/88oKt39kuMjV+n/4WhU4+VugxhkpVk4+6rL+Kh2V9xi/9mXl9VyeqyZtj0Dmx6G/zRuZSU6u28C6XU94FLgNuAur2f01rXBi+08FNK6V7PQ/G4WPX5K1y6MJ2v/u9Eku0ytyKYPlu1mdq37+F8/4e44vOJnfUjLEf91OiwuqSUQmsd1k/kPrXZ3dZ9/hL//Wwtv7jtV2TJnUrDbapq5dkF6/Gsf5PzrUsYZa6idshp5J55B0lLH4L0kZA6FAoOh9iEb3v2+3EREG1ttrrZyTF/ms+/fjCDeaOkBzOYXJ2dLPr3LRxT+yw1Mbm0HHE7o4/9ASZTZF1kRlSbdTSCux1Shny7zecFc8y3///RnbD0UR6O+QG2Y37GFUcOC0/QAgCH28vjX+zg2cWl3Ol/lLmx28l0laLHnYU6+2FY+hh0tsKwo2DUiSGJIaLabFf8PkDByqdoautg+kfD+ODHRzEmR0Y2hdvO+g7+/PFWPlhXwePJT3G06zNM2guFs+DMv0HmmMB3vt8HytSv7/9D6W+77UuCufetzW8OVoDWWpv7GkgPX/t44GFgCDAf+KHWuma/faYCTwDjgZXA5VrrbT08/6H/ILX+9h+0qQT9zs9o2LmGx6e+yi/PmtabX0f0UHunlxff/5y2NW+hfJ2sHnYlN5tfY3LNG8SMOz3wxTBkNiTmGBpnRH2JfHhH4AMoaxwcdhmsehbaqsDRBM2ltIz/Hud/Es8RI9K55+yJ4QxZHEKzw83766tZsKWOpTsbcLpcPJLyLJP9m0n21GHxOeg84xFi37kezFawxMEFT8HwYwJ3PON2rw3p7oCiOWA9+ELZEdVmD0GXr6D06Wu5L+23/OuaE+TueohU7NrBhvce5X/lSaxLmMt99ucZY67EMupY0sYfizlzNNiMWzM3otrson/AR3eAMsP1S2Dr+/DxryFteODv7oqP4cs/8fWGrdzhuYK3bzoSmyWkl0niIFweHy8vL+PjjTWs215Cfmo800cVcUPl7SSqDuJrV8GUi+Hcf8L8B6BiReAzdMrFsP0TyJsKsUkw+mRILoCO+sDz9dsCV8BD50FM1zU4IqrNli6GN66F+CyYcz0MOQL+NBri0tEeJ0+k/ozPLPN4/qrZ4QxX7Kes0cGTX5WwbfUXTHMtIyM1mbbp13FW+8sUrtw9hDYxD876G4w8Ada/FrgB7XVBxhhoLIbUYWBPhRhrn2IwIsEsOthzoVyqRCmVAuwAbgI+AB4AUrXW5++1TwywBfgngSTzZuAMrXWPJkce9A/y2fPA54adX8CcG+Hk++H5i2Dr+5Tax/Nr9w/4449/KL1AIeb2+llW0sgX2+qo3LiEH7Q8Qq6pmQzVymtjHsQ0/GhOX/YD4l21kD4Sc8YIOOb/Al8Ka1+EzvbAXSC/B/JnBP7oWivB0QBt1ZB/GMSlBRIznztw0WDa/QOBLxNTTHR8iax6Dt68PvD/FzwNKPjoDrTZRn3KJJ6rzGVh0un890czZSHlCOb2+lm6s4HVu5pZU95MSW0Ls5vfYYl/HL+OfZHWuCFM9m/mo7G/wZQxiu8uPofEjhIA/CYrTZd/iSl9OEl2C+YueqIiqs3WbYHONkjMhfJlMPzowJfjulfxly5Cr3iK5/0ncszNT1CYfvCkWQRHi8PD++uriFv7JOnVC8lxl1Gkangq+Vo2F17E9xr/QW7nTnRSPrGZQ7GMOZn4EXNQOxdAbGLg3xHAHAvx6eDz7P5MNe17o7aXIqrN+rzw+X2w8C+BpPLwK6GpJPD9EWPDOfNGnljj4qFPtvH69XOZVJAczrDFQTR2uHl/fRWLixvYWNlKSUMHx1o3cWX8Qt4eeidHm1Zx3Oa7sXjbcefPwqzAXL57KZ+ZV8Npf4T3fg5fP/btSb/zb5j83S5fL+La7AsXBpJmgF83wTNn4xh9Dr8vHsobxT7+d/0RjJCh3BHB6/OzvrKV+Vtq+WJrHW0VWxjNTtKTkzndupL2YSfjyDuCE744H3tbSeCg1KGBG8+1GwOP00bAZW8Hrl//czK4mgPTIEadAOcffAGQsCWYSqkSAhVkX9Jar+jrC/aVUuoy4Cqt9ZG7H+cTSDgztNZtu7cdDTyrtS7c/dgCNAPTtdZbevAaB/xBljU6aF/6NPk7XiSpbhULj3+DEstw7MUf8FGJh/WmcTx1xSxGyrpWYVfZ7GRDZSvrK1rYVNXKroYOxjZ9yjy9kiqdxmhzDa8mXExb0hh+0/gzYpRmqGsTAK8c/iL+9DFc+MG3vc6bj/4nrsIjmPzC4Zh83xZFLj3vHTxZUxj5aCF1J/yVzCMv7zKeSPkSWV7SyM9eXoPdrLnK9yIvm88gLi2H0gYHDe2duDx+TpmYw71nTyAlrm93toRxqltclDU5qGpxUd3iZFNVG/XtnTjcPmqaHShfJ3GdNWz3ZePbPd5k4S+OpSA17oBzRUqbbe/0su313zJl818wEQh6/oT7WZt2MievuoH6Djfv+2Zx5Hdv5pRJ+eEMV+zW4vCwZlcdmyua2NHsY/TOp7F6WknqrCbbX8OL3mN5m6P4bex/uUB/uOe4T1IvYuGwm7lm8w/JdWzBq6z4zDbePPZjbNrBUcuuC1z4mGKI6Wxm/aw/0pw6ielFqWQlHnjTNlLaLMC9b2+kzeWh0NJKk8tHbHIOrS4PDe2dNHa42VLdRqzFzF1njueMybJofaRyeXzM31LLhspWqltclDY62FndRKezDQc2vMSQbfNiV14SklJIjI8ngXYmdq5he8JhKIsdn7Jw2qRcTp98YBGnSGqzT361k01VreSbGkn11rCGcVQ0O1he0sTIrAT+etE0GRobwdxeP1uq21hb0czashY2VrXS3umlqsVJtreSYaZaKi2F2OJTmGKvY4JnPZ7YNDamHIXZnsyp1f+kKbYAzBaGta+iZO7vOH1q1/2G4UwwC4ALgAuBNL5NNtf29cV7Qyn1J8Cqtb5pr23NwJFa6/W7H98EnKS1PnOvfVYDd2qt3+nBaxzwB/nsklIe+mQrrS4v8WYfdpudtAQrucl2jhiRzsUzh8iQlwji82tqWl20ubzUtrmoae3cc/Hd0enF3FJKjdtOTaeFdpebER2riXfXURGTzzp3Ph1exVhKcGAjjTZMyk+5zqBMZ3OyaRkbY8bx5b0XdvnakfIlUtvmYumORmpaXVQ2u8hKiqXN5SEnyUZeip3Zw9OJl17LAc/t9dPQ0YnXp8lNthHTRVGcSGmzrS4P33lkEQn+Fsa7N7LTPh4dm0yszU5avJVjxmRy3NgsWT8wAmmtaev00tjupqHDTYvTTUdjLe6WSuo9Nhp1IuUdMLJtORPbF7PCOh2Tu5215gm0+60c2fkF2ucl1t9BuymZhf5J1Joy+dvFUzliRMYBrxcpbRbgvnc20uH2UtrgID0hlk6Pj5Q4C2nxsaTHW8lOtnHCuCzirPJ5G2201nR6/VS1uPD5/ZQ3OXF7/TQ7PDQ63Hh9frx+jdPtw681WsMpE3OYMfTANaUjqc0+/Pl2Kpqd1LUFbqLnJNnITIxl3qgMphSkRNyca9EzWmtq2zopb3LidPuobXNRvfta2OfXuL1+Ojq9ODw+zErh9ftxefzMHZlx0HnhYR8iu/tFhxJINC8E7MBLBJLNTX0NpAev+S+gRmt9517byoALtdaLdj++Axintf7+Xvt8CTyqtX5+v/PdDdy1/+sc7P3w+7X84Q0CevcXhV9r/Lv/C+z5AvFrfdCL3FB/ifS2zQpxKNJmRbSRNiuijbRZEY0MSTD3C2AUgUTzAq315H6drPvX+QNg1lrfste2BgJrcm7e/fh64Hit9Xl77bMCuENr/UEPXqPP1Q2FiKS7lEL0hLRZEW2kzYpoI21WRKP+ttt+LySmtd6mtb4vlMnlbluAPa+hlMoGLATmYR5snxhgJLAmxLEJIYQQQgghxKDXbYKplJqplFqqlFqklDp1r+2vhz60A7wOzFRKnaqUSgX+RGBYrnuvfeYDNqXUVUqpJOB+4GutdVX4wxVCCCGEEEKIweVQPZh/An4EXA78VCn1o93bU0IYU5e01o3AxcDfgQoCcz9vUUodo5TSu/fxAecRWJ6kBphBIHYhhBBCCCGEECHW7RxMpdR8rfUxu//fAjwLLAHO1FofF5YIw0jGrIv+kHkWItpImxXRRtqsiDbSZkU06m+7PVTt7BilVILWul1r7VFKXQw8Dczs6wtGOtXHxZ+FMIq0WRFtpM2KaCNtVkQbabPCSIfqwZwOVGita/bapghUjH0pDPFFvN13iQb1X7G8BwHR8j5ES5yhJO9BQLS8D9ESZ6jJ+xA970G0xBlq8j5Ez3sQLXGGmrwPAf19H7rtwdRar+xim1ZK7VRKnQeY93vu5b4GIoQQQgghhBAiuh1qiOwBlFIPAD8B9q/MqgFJMIUQQgghhBBikOp1ggn8EJihtV4f7GCEEEIIIYQQQkSvQy1T0hUvgSVARMA9RgcQAeQ9CIiW9yFa4gwleQ8CouV9iJY4Q03eh+h5D6IlzlCT9yF63oNoiTPU5H0I6Nf70G2Rny4PUOpq4HzgQaB57+e01l/3JxghhBBCCCGEENGrL0NkhwAn7P7Zm2a/oj9CCCGEEEIIIQaPvvRgthDowfxEVnEVQgghhBBCCPGNvszBbARWSnIphBBCCCGEEGJvfenBvBY4FbgbqCQwNBYArXVtMIMTQgghhBBCCBE9+pJg+vd6+M3BCtBaa5mDKYQQQgghhBCDVF+K/AwLehRCCCGEEEIIIaJejxNMpVQJ8DLwktZ6RcgiEkIIIYQQQggRlXpT5OdIoBp4RCm1TSl1v1JqcojiEkIIIYQQQggRZXo9BxNAKTUUuHD3jx14iUDP5qagRieEEEIIIYQQImr0KcHc5wRKjSKQaF6gtZYeTSGEEEIIIYQYpHqcYCqlLgE+1Fo3hDYkIYQQQgghhBDRqDcJpo/AsiQrgQ92/yzRWvu7PVAIIYQQQgghxKDQmwQzFThq988xwBSgFfiE3Qmn1royNGEKIYQQQgghhIh0fZ6DqZRKAuYBpwJXABatdV/W1RRCCCGEEEIIMQD0KSFUSuUDZwBnAscCZcDbQYxLCCGEEEIIIUSU6c0Q2Vl8m1SOA74C3gHe0VpvDVmEQgghhBBCCCGiQm8STD/QBNwFPK21bg1lYEIIIYQQQgghoktvEsxfA6cD04FlBHov39Jarw9deEIIIYQQQgghokWvi/wopbIIDJU9HTgRaCSQbL6ttf4w6BEKIYQQQgghhIgKfa4iC3uWLrkDuAGwaq3NwQpMCCGEEEIIIUR06VUVWaWUHTiSwDqYxwAzgDbgDQJrYQohhBBCCCGEGKR6MwdzEXAYYAK+JpBQfggs0/3pBo0gSqkB8XsI42itVThfT9qs6C9psyLaSJsV0UbarIhG/Wm3venB3AD8GfhYa93S1xeMdAMkVxYGUCqs3x97SJsVfSVtVkQbabMi2kibFdGov+3W1It9bcCqQyWXSqlRSqln+hWVEEIIIYQQQoio05sezMeBN5RSxcDbwEqgAVBAJnA4gcqyhcCVQY5TCCGEEEIIIUSE61UVWaWUGfgBcAkwD7ACGmgBFgKvAs9rrb3BDzX0lFIDZTqpMIBSypB5FtJmRV9JmxXRRtqsiDbSZkU06m+77e8yJekEekFrB0JLlj9I0R/yJSKijbRZEW2kzYpoI21WRKP+ttteLVOyP611Q3+OF0IIIYQQQggxcPSmyI8QQgghhBBCCHFQkmAKIYQQQgghhAgKSTCFEEIIIYQQQgRFnxJMpZRJKZWpjFo9VgghhBBCCCFExOlVgqmUmqOUWgA4gWrAqZR6Syk1JSTRCSGEEEIIIYSIGj1OMJVSxwDzgWbgauBU4ArAAyxRSs0KenRCCCGEEEIIIaJGj9fBVEp9AXyltf6/Lp67F5irtT4+yPGFlawbJPpD1roS0UbarIg20mZFtJE2K6JRf9ttbxLMdmCC1rq0i+eygG1a6+S+BhIJ5A9S9Id8iYhoI21WRBtpsyLaSJsV0ai/7bY3czDtXSWXAFrrWiChr0EIIYQQQgghhIh+skyJEEL01fZP4d1bjI5CCCGEECJixPRiX6WU+hUgS5MIIQTAB7dD/VY46T6w2I2ORgghhBDCcL2Zg1kCdLuz1npYEGIyjIxZF/0h8ywGoV1L4D8nw6Wvw4jjjI6m16TNimgjbVZEG2mzIhr1t932uAdTaz20ry8ihBAD0pDZcOJvwBxrdCRCCCGEEBGhN0NkUUqNBCYBK7TWu0ITkhBCRIHWKnjxEvjBG2CL6gLaQgghhBBB0+MiP0qp84GNwGvAFqXU2SGLSgghIp2jASpX8uprL/DpK48aHY0QQgghREToTRXZe4C7gGTgN8D9IYlICCGiQWcrOsZG7aav8Kx9zehohBBCCCEiQm8SzJHAQ1rrNuDvux8LIcTg5GrBb02kSSeQqtpweXxGRySEEEIIYbjeJJgxWmsnwO4k0xKakIQQIgrEZbAz52R8MfHE4aKm1WV0REIIIYQQhutNgimEEOIbhYfzXv5PSM3Iwo2V+na30REJIYQQQhiuN1VklVLqUkDttWGfx1rrp4MYmxBCRK4dC0ip3M7q7JN4pnU697V3Gh2REEIIIYThepNg7gLu7eaxBiTBFEIMDuteZmh9CzUjpzPNVkVDx2ijIxJCCCGEMFyPE0yt9dD9tyml4oDhwBattSeIcQkhRGRrr6Xal8UodnFL28084VxudERCCCGEEIbrzTqYcUqp55VSz+x+PAuoANYA25VSRSGKUQghIk97DeWeRBKSkjHhx+XqMDoiIYQQQgjD9abIz53AWODh3Y/vBV4DkoA3gNuDGpkYmLZ/Cm01RkchRP85mynpTCApKRkArySYQgghhBC9SjDPB67UWi9RSsUARwF/0lp3EFgX85RQBCgGmPWvwepnjY5CiH5zXb+St11TSElOBcDnajM4IiGEEEII4/UmwcwHNuz+/6mAQ2u9affjciA7iHGJgcjZBJY4qFprdCRC9I/PS3NNKQCp6Zk8PfKv1PmTDA5KCCGEEMJ4vUkw64Gs3f9/JLB3RYshQF2wghID1KK/w7qXYesH4JFF6UUUay4l54npJCoXqQl2qjJm0+ztTVFuIYQQQoiBqTcJ5jvA35VSJwHXAx9CYHFMAvMzPw5+eGJAad4FI08Arws6ao2ORoi+czajlQmrPYkYs4nvb7yW/DbpmRdCCCGE6M0t918CTwAvAwuBfyqlTEANgd7N44MfnhhQmstg7GlQOBusCUZHI0TfOZtwxySRHmcHIKWzAqtqMjgoIYQQQgjj9bgHU2vdorU+X2udorU+Q2vt0Fr7gUuAw7TWlaELM0ApdbxSarNSyqGUek8pddB5n0qpHKVUg1LqmFDHJXqoeRekDoNZV0NcmtHRCNF3rmacMYlkJFoB8MXEYfJIFVkhhBBCiN4Mke2S1vpjrbUjGMF0RymVArwC/AYoJLAG58PdHPIYkBLquEQvnHA3FMyAj34F2z4xOhoh+q5wFu/k/5SMhFgA/JY4zF5JMIUQQggh+p1ghtHZwEat9XNa6wbgbuBMpVTi/jsqpS4FPEBZeEMU3ZpyISTlQeUqqFlvdDRC9F1KIUvN0/ckmA2FJ1PszTrEQUIIIYQQA180JZiTgVXfPNBaVwBOoGjvnZRSecCvgRvCGp3oXvlyeOWHNHa4WVytqKjYZXREQvTd4kc4svJJ0hMCQ2Rrpt7IAu8Eg4MSQgghhDBeNCWYSUDLftvadm/f22PAPVrrmu5OppS6Wyml9/4JYqxif7WboHYTS3Y0sKXdxtadJUZHFHWkzUaQmg3Eddbu6cHMrfqMSd51+P3yT7I3abMi2kibFdFG2qyIRNGUYDYB9v22xQGN3zxQSv0AUFrrZw91Mq313VprtfdPcMMV+2jeBSlDWFRczzbTULa7ko2OKOpIm40gziZqPXYydvdgZpS8zfGmlbi8PoMDiyzSZkW0kTYroo20WRGJoinB3EJgmCwAuyvIWoAde+1zHHD6XndwioDPlVJ3hzNQ0YWWMkgpZHFxA3Gzfsj9rvNpc3mMjkqIPtHtNZR7Evb0YJqscdhw43BLgimEEEKIwS2aEszXgZlKqVOVUqnAn4CXtNbub3bQWl++3x2cUuBYrfXdxoQs9kgbjr9gFmWNTuZluznWtIqGdvehjxMiAjmzprHeN5T03Qmm2WrHhhunJJhCCCGEGOSiJsHUWjcCFwN/J7BEiR24RSl1jIw3jwJH/5zqojNx+/xMopjfWp6goUMSTBGdds36Ncv0WNLjA0NkY2wJmJQfp0cSTCGEEEIMblGTYAJord/TWo/UWsdprc/TWrdqrecfbLy51nqo1np+mMMU+/N54Ot/UV5Vjc1iIiU1nUTloqG90+jIhOi9zjasyx8nI9aHzWIGwHzyb7jVe70MkRVCCCF2+2TZeprkWm9QiqoEc9BY9Sx0NBgdRfC0VsB7t1LZ0MyQtDiULYk4nDS0u4yOTIjea6th+PLfkBVv3rNJeRzkW9pliOxg4HHBC5dAyVdGR9I3u5bC36aDloE/kaqs0YHX5zc6DCH6Ze2zt3PCu3NZ9MqfjQ5FGEASzAijazfBmzdQ99adRocSPM1lEGNnW7uNIWlxYEvGhKa9tcnoyIToPVcLfkzEJexVCXn5k/zd9GecHq9xcYnwqFoDW96F/54Gvij89/78PmgshtZKoyMRXXB5fMz7w+ec9Y8ovYEhxG6vlqcAYC//0thAhCEkwYwwq0vqcWorWzauobZ1gPTwNe+ClEJKG50MSYuHlCJ+NfI1Kp0xRkcmgsHRiP/ly9EVq4yOJDxczXSaE0hLsH27zWLHrjw43dLrMNC5zAmU2sZRmzgebTIf+oBIU72O1oxprK3uMDoS0YWNO8vIpYGNVa34ZF1dEaW0389r7RP4fObjzPV+TavDaXRIIswkwYwwTxYn8MeUO6knmU831xodTnC0VUHKEHY1OihKjwNzDJakXBraZZmSgaC8fBemja9T/sJNRocSHp1tOEwJeyrIAmCxY1NuHO4o7NESPddRj/VfR3JZy5UcW3cLS569J+p6MYtPeZq55Tdw58cD5PtlgOnc8imLbTdxlGkNtW0D5CazGHQaW1rYEPN9RgwbzuTOf1HeLNd7g40kmJHE3cGPtt3I9BlH8PWIH1Nc2250RMFx1K1w0fOUNjgYkh4HwO1rTiCjebWxcYn+8/t4Zm07t3muhvY6o6MJjwnncHvek2QkWL/dFmPDhkeqyA5wumQhTSSSnD+WK+cWMaf4L3hqtxgdVq+scA/jBNMKjm16zehQRBd0Q2Bp76etv6eyWRJMEZ3qamsAyMktIDvBQkXdAKorInpEEswI0rF1PmN9Wxg9fBjHm5aTs+NVo0MKjtZKWlyaFqcnMAcT8Jtj8TubjY1L9Jt/3Wvcuv5sZs+YSZzu4NmvthodUui1VlLa0LanLQNQOIunUq6TIj8DXMumz1jsG8e/LpvBtSdPp1RnU7V+gdFh9VzZ1xz/6RlMsdcywb0GjxSSiTjW1p20xKQD0NTmMDgaIfqmub4SPwprQhrPGn6tbwAA0i5JREFU6v8jdvMbRockwkwSzAjSuu59PtczGJ6TxnBVzZDmr40OKTj+OY+di18jyRZD0e6Lcp8lCe1qMzgw0V/lu3awVo/gpFPO5qb8V1hTOfDnWfhfvYJjm19nZFbCtxuT89mSNFeWKYkiug9VVHXJV5QkTCUr0YbdamZN4lF41v4vBNGFSEs5eJ2kpGWSpBzUy/IBESexo4ydGccB0NEsw5hFdPJWbaDalAsxsbTZ8tBNpUaHJMJMEswI0tbcgD8+ixizibjs4aR7q+nojK75PQdorwNHPSucuRxWlEqMOdDkdGwCJrckmNGuubEWd2w6iXYrF+XXkVH2vtEhhZy/rYZqfzIFqXv1YNZu5hc1t+GSIbKRz+tm7TM/58Vfn0dLR+8SrGdSb6Bj+Kl7HmdNORlPWx0eb5T8u7fXUKNTyc7KJgkHNa2SYEaaf1h/RNmYH3JP+oNUu22HPkCICLTFNIzXs64DoDOxEGtbmcERiXCTBDOCbLKMpyHjMABS80ZSqOrYURfllf5qN4Alno3OFAr3GlLYPPUavnYPw+2VIVrRTDsa8VoDy3VM8G/hlJZX+tQzFE1Uew0NpJAWv9ccTK+LMc5VODvdxgUmeqR+80ImFz/GxeZPeXdB75aCeKluKKNHjtzzeMq8sznP/zsW72gMdpih0VZFuTeZhOxhVJhyaexlgi1C78uOfBLyRlGbdhgNMgVTRKl17nzq8o4HQKUUkeSqMDgiEW6SYEaQj+ynU557EgDW7DHsMhVQ3hjlvXy1myBrLLuaXOSn2PdsNk2+gA16KM1OuSCPZguSzmRl9vkApBWOoYAaKlsG8FWRuwOzpx1PXCZmk/p2uyXQtj2dA3+IcLTb6YzjTY7m5YmP8X5VfI+Pa9m2iIccv2BqYeqebXablVNzO6jYtDQUoQadM2s6b3lmYh97IvfF3057Z5T0vA4SrrpSXvX+mHybm59U/4Kc6s+NDkmIPjmu7B/M9gQ+F32jT+Uhz7kD/uaz2JckmBFkRu2rDNO7hxFkjuG3mX+gsjXKSzuPOQ3/Sb9jc1Ubo3MS92zO2PYKF5g/p9kR5b/fILfWW4Q7ayIAKXmjSVdtFJcP4AXcTTF8PuXP+JKH7Ls9JjCUzeeWBDPSlccU8NeEn2EfOY+62uoeH9dSXUKuaqQg1b7P9vP4lNHbHg92mCFRkXs87/jnkGPzcKL6mjan9GAaZulj6N8WoJd+23YaKospVHVkZ2aR6G/D2j6AP0vFgDbJsZRsS+D7MLNoHB+7Jw686731r0HlaqOjiFiSYEaQ77Q+Q56/Zs/jE2LW4KwtNjCiIEgtoiRuAm2dXibmJe/ZbK1bz1zzpoH3gTOY+H3cUnIN0+MCy5Oo1KF0Ektt2Q6DAwuhmFg+0jMZmpO573ZbEsVpR0mRnygQW/oF55q/ZIprOS+4ru/x2qXOxgpaVRIW875fm5accaQ5doYi1KCLWfgg022VJHibuLP9t7jbW4wOadDSO79EudsoWTN/z7aO2hJqSCPJbsFrS8PcGSVDr4PB0QirnjM6ChEEfr8mzd9IXHo+ALkWJy9b76WycoDNw1z9Ajx+dNSthRwukmBGClcLyboVc8bwPZvObX6SjOqFBgbVT34fPDKHrWsXMywjnszEvRamtyWRZnbR5JAhstGqvWoL4/R2hhUNDWyw2Lh9zPus9+QZGldIbf+U07f8H2P36o0HwJ7KJ1Meot7f8yGXwhiZFR8zy7+GrKIxpKp2Sit61ksUV7GQrbETD9ieWjSJfF8FTmfkDw3P2/QfxsR1gC0FAK9jECUwEcZZt5Ol/rGkVi+G3UMHnY1lNMZkopRCx6Vj62wyOMowqt0Ib14fmFYjolpjSwvJqoPkrMBIH6s9gZn/z95dh8dRrQ8c/876xt2tTd3dS6FFCqUXd7m4y734xa8AF7s4/HB3dwqUCtTdJU0ad93dZH3n90dK27RppN1kI+/nefpAZs7Mvk1nd+edc857NNupKetBCabPB6fvGX1QKxVymyMJZhdhL9uFT1WISxu4d5sjOAWjrTCAUR2h7d9BbQG/l5sZnxHZdJ8xjHCNg1pJMLut6px1FKtRJCftSyj7h3mwlPegL5ED+ApWonHUMighrOkOVWVE2VfoHXLD3tWF1m7DGzcUU2wffCiU5+9o03Fb9CPIiZ110Pbk/qMwKF7ydm32d6j+5XFicFvQhMWDsfH69TbUBjam3sxWxk/e8UT4qvHZKgHIU1JZF7ZniZK0mazwZAYyws6VPhXSJsOKlwMdiThC5VU1LPYNJzoxo3GD3kS9EoS9tqzF47qVzy6Biu1gDJcE8xAkwewiysvLyFfjSIvbl4ip4WmEdufKWwUrIfMYfi9wMz4jqum+iFRqDfHUyBDZbstakU+lNg6jTrt324klLzCr/M0ARtWxHPlr2eDNYFDiAT2YisLEbQ8T5ezGD4R6A5+PNHcO5rRRoDNSrY3FWpzVpkPfYQ6GvlMP2m4KjeLCkFfZYI/xc7B+Vt84lN0cHg9aHU6NGZ9dhsgGSp55CO7kiXzoOYaiGhsAy3Tj2J58FgCeIafzkWMybm8vqbT+9Q2UKHFs2baFmnp58NydFTrN3GZ8EH3Ivvs+qzYSj6Xtc967vLyljcO6R18AhpDW2/dCkmB2ETmh4zhd/wIm/b6bdU1UBrGesu5beatoDbbwAeRXNzCxT3TTfUNP48Pke2SIbDe225fAhtAZTbZpo/oQ7izuvtdsKzQl68k19CcmxHjQPq/WiOqWIj9dmbWqkApfOGEZYwD4JeN2VroyWj/QVc/JZS/RN6T5B2KRSf3YVVTpx0g7gKueKm0sIdEJALwx8kO2aAa2cpDoKM/HPog5fSxPmq5nm7WxcNSw/PcZoWscARJXv5O/auf1ju9IVz2sf49FlaFssZj5bXt5oCMSR6C+eDt/MW9ssm1b+FGUeXpIItZQ3fjALnYgzH4EUicEOqIuSRLMLsJSlsvA4IYm27wjL+Bs133YnF1wAvH2H2DBI41fDLt+bXzD7c/ng9EXsjzsBOLDjKRGNa28iL2G8d511EkPZre1SB3DtoyLmmwLiu9LklreNXqmnTYsX93BD289QskTU7F/f09j1bfDTX69blYZJxLcd3Kzu1WtCcXT9efh9WaFnghmuJ4mKSkFAN+AE1hVG9rKUeCrLeJ8z1ckRAQ1u/8C92ecvO12v8Z6RDxOsNc23RY7kAtC3yAhovEmTw1PpdYttwAB0VDNkLJvSQjRcZHpD3x5SwGYXfcx6boqACIa8rhC+wM19V3gs7SjWUoAeLxuJk+Yb2JTkfSsd2ehBQs4z/lpk23L+93McmVUYALyt+K1YAyj1pzKP1/5kG0/vBjoiLok+XbpIjK3vchV3g+bbIsKb6y6Wm3rQqXkN38Orx0HH51H2Y7llG9ZBO+dAY/1gZI9T6w8LrCWwOgLWVQexPiMKBRFaXqeyiz+mnsHNbLQd7fVf/d7jA9qOuQlNLEfyUol5ZaGQxzVSdwOqt+/lLD1L2PZtZyXasbCylfgs8uon/fvwzplrVPl8soLOHbymGb3+3SSYHZ1FcW5TAou2TtSZGzDH1xS9VSrPe51Ffk0qEbiYmKb3R+UMpw0Vxaqr4sMZ1z+Er7lL7GjdL91lC3FmOt2kRDeuKTOWesuZWLtDwEKsJeryeV6y/+ICjVxjHcZIcVLUT1OIn21hMTuKYwSFkOkYqO6NwwXtRTh1QfT4NNyR9oOiiuqAh2ROBK2MpzmuCabhnh3kFrVjYtW7k9ngglX8sPmcmpzNxC06oVAR9QlSYLZRegayvAENX1DhtfnsMN0CdUWS4CiOoDbgeurm5lfpOEc530clXsJEz/2cpb2qcb9b5/c2JP5013w1BAoWMXK3dVM7BN18LmMYWhVL/UNts79Owi/cDhdXFj/NsPCm978GJNHcL1yNxWWwCZaVX+8QVT+z9zquoa593zCPx54ineP/oO73Fdw3rohrM+rgNr8tp2soZqiRW+x5bHjmBFeyqQDh3vvkXXGL3zrHttjhwf3BMad3/Cg8tren6PNGqYqG6izt9xLZCkvoEyNJD7c3Oz+hH6jicRKeVkXmTOf+ztVqz7jmWcfY1d5Y5LpXvsht3teJXHP30Gj0aBx1Qcyyt7LaaUeE2FmIx5TFNRXYK0sRKOoRCT2aWxjjiJEsWOp7wX/RqqP8ugJpEeaOTP7btyV3WPZH9E8g70MX0hCk20DrSuYaf0mQBH5WcY0mHU/P2wqoU96BuG+GsoDfM/TFUmC2UWYHRWoB7whNeYIAKw1XWBuT/k2tr9zEyfW38/8YY9yyfkX8PvdJ7Lo9lmMHD2JDMf7fDHho8bJzqtfB2BJfRI7yqxM6tvMDbmxcViap762E/8Swl927tpJkOIkdeDopjuMoewOHUu5LbDDup+vGsN9wQ9wyx0PEmw2YjZoueqYgfzrn48zdthgvn3tPzjfPKVxKZ1WqKteJ3nBzUxlPU9ePhuNRmm2ndlkRKP6cHq6SC+WOIi3tgiHaV8vZFhiPxKpoqSm5QddVpuVPG3aQWtg/ik2JRM3Wgqyt/g13sNWmYW9wcZZ2kV757M1VBdSTsTeHkwMwSieAI806K1cNmyqmRCjDl14Ivr6EiorKylXI0hIaFw7kKBoLEoodksvqEydeQyfD3icmMgIPMYIFEsRnt5S3KiHUVUVk6MCfURyk+26sDhCPV1s2R1XPdRXgb0Gvr8NVr3WOL2gJT4f/PpPnDVFrMqtZsaYIUQo9azK6UEFjPxEEswuItRTiTasaYKJqXGIbENd4L9gLL88ii1vHacfdzQPnT6SE4cnEhdmIi06iHtPHsITZ43itl9qmLe9Co77F1y7lPfXlDJnRCL945uZ42TaUyZfqhh2KzX1Lq59bw1PffoLTsWIKSLxoDYvO+5AKV4TgOgaVZfm8cGaUo495SKSI5r2OBl0Gh6YOxTzoGMx1uXgWfZ/LZ/MYWF91Gw+8s6k4vKVhEUf/Pf9U+q353KR9hcaXK0nrSIwguuycEQO2PuzMSoNraJSU9pyb/bKyLk8E/vgIfcrWj0vht/G1oYIP0V6BHxeVEsxX3kmMVGXxcaCxu8PX0UWhUoSYSYdAIohGJ1XilIFgqehDptqItSkJzh1BBpHHavsiZxhfh2TofHfh/Bkrkz4lDJv63OEu73CNbhKdzR+XoclE08lJXXSI9QdFdc5uMB+O2FHX99kuykigQjqcLi7yPej0woPJ2HZ8A3VC56HVa/C97fCa7Mak8hDqc6GP/7H1rIGVBUG9u2DUzFSXiYJ5oEkwewi/qG5FTV1UtONejNu9NitAZ6PULoJQ/Y8FkSdzXXH9D94PiVw5tgUThudwtXvreUJ22xO/ayWn7eUcc1Rh1jHyxDCptN+Zas9WoYUdiMvLNjFj5tLmTsgCBKGQzPXQoxahau2JADRNXJ8cQNvmJ7hqP6HXjbiqjNm85b2TByLngLXIXpx6qvg8X5sXPApq4Y/SGxqyxU3Fb0JEy7sXeULVBwkzpGLPmHwvg3BsSzWT291zrCneAMDQlueC1fRZy7ra0z+CPPIuGzURY9kkW4aQWoDFQU7ATDU7aY2KH3v57dlwOkscg/B55PP385m6X8qp7r+TahJR/zUCznLdT/LlyzguLSmn6cDdGXYrV2s16cjLH6MzNIfSIowo41MIUNXQ27VvqHBNqeHK95eJcuXdAMb8qtJCYGE6KZTo0KikojCSqW1azw48L1yDAA3fFfCuMWjGOF4haOdT/J68n+oqrPAps+aP3DDhxDVl9fXWpnYNwpTVAp3D/6FHHsPqZDrR5JgdgFOj5ef6/uSkNh0SAGKwsfxf6PA1/ycr85inf84a7z9GHXchc0ml3968uyR3H3SIJ5fsIv1BbXcO2cww1PCm2+sKJgTB1Hv1UiPTzeyrbCc10fv4vQxqRiv+rXZNi59GN76wDwUUZ1WIstXUjrkshav1TCTnswz/8VSRzrFRYdYJHn7t+B18nrFQM4Yk9x8m/1oDUEYFRd2Vxes+iywu7yc77qL4KGz923UaHg7+QGy3S1/xp6SdQ9TWd9im9nehUze/ZwfIj1CpnA+HPoK2oShOGOG4qirpMrm5JshT5IXta8CsmfgySz1DcXhkc/fzmazu6jHRIhRR4hJz8zoam6veZBZrGzS7vaSW4iuXHmIs/QgliJyXOEkRZhQTnmJedEXkFu176HP72s2cF32NSz4fVEAgxRtsTt7Bws8F6PYmi41E9p/KiNcr1PVFaoi11eiqcriDOcDDJ9xOgtun8lb1x3P9WecwPs74YPn7obPL4e8ZU2P8/lg7TuoU//Gkl2VXDQpHRSFfqZaamulMNWBJMHsAqqyVvOD/k5SIg5eW29n0qnkuiM6P6j9PMv5/JJ8A8cOSWi17VVHZbLjP7P5/Y5juGRqnxbbZnx6AidoVvWOdb56iLPKn2PWtvvB42i29xLAZYpFZ2tluMieuY+ehY9DZdsWum+LvN/eoFoNYfrxp7XadvrgZF5L/g+vbvY1PyQmZyElmedQpUQzLqOZQlUH0BiCMOGSByZd1M4yK/kkkZ7UdJjzDGUNpuIVLR4b7KnBHNHy519CmJlJ9sWB7xGs3IWpYBFp0cHor1tCjnEQGwvrWFQTS2L8vr97VN5PXKj9hXqnXK+dzbz0cV7SP03InuHK/+T/SFKqiUsf1KSdUx928HIzPZBqKWZHQyjJkWYIjiY5Ooy8yj09mKrKrF9OYoxmF3nbAzf1QrRNQ/567LpwCGlatFKr1ZIe5KKqznqIIzvPykI7D7nP5+oLz+f2EwaRHh3MmLRIzhqXyi9/n8GG9Mv4VDsH3xdXNq3T4KyD1InsjjuWmgY3I1MjADh/x030qZSHHweSBLMLqC7JIVZjITzo4ATz+OoPGFj2YwCiauT1evk8R8v4SUe12CO0P6NOS2pU8+vF7U+rqIQrNmq7wpqJolVOj5dETyE1/U6HIaccsl1F2my2eVq+GVe/v5XdT85Ct/A/8Pw48PrnGrBu/ZmNMXOIC2/bcJWrpvclatVTOL+/q+kOrweK1/GrZipT+sVg0LX+UamMu4SFyiTskmB2SXmrf2SZ6SbMuqafYxPqF9G/ovneeAA8TkLU+hbn3wLE9h9PqlJOYVmZP8I9fDu+Z3LhmyRFmNHU5XNKXAW5WZv4d/YZzMjYNyc5qHobMzQbaZAe907ntVuwK+a9RaNijv0b1tBM+k88qUk7tz4MHLUBiLATuR0oDVXkuSMa52Bu/JQHC6/c14NZm4dBdVCgz8BsyQlsrKJFXp9KSPUm7LEjm30A/ZP3KtSitQGIbB9f4Vqe//RH1Mk3ctyQ+IP2azUKz543ig+DL8RprYJvbwKnDRx14LDAue/z3c4GRqVGEB/WOCXCFxSLpqELFOPsYiTB7ALqK4uo1cY0m8AluvNIqg9cZcLS7x/if+7/cNSAQ89nO1yKKZxYvVMSzG6i3OIkhjr0g2eDRnvIdvXDLuZz+7hDn8htR1nzJptrdTzmPgcAe/aSI47P6fFySf3NqNP+3uZjZg6KIydkNMY1L8NHF8Cf84G1OqxXLueZ7ARmDGh+7cOD9D2aHYbBNMgczC7H6fFSvnURnrAM0BzwtReWQrDz0HOGneW7AIhIOsR88j3CUwbjQUPRzg1HGu6RqSuk0BdNcoQJNn7CFc63qdq5HFQvfZP23VDpTMEE4ZAezADwOa24tMF7fzaPPovQW9eCrulDZp8xHJ2rhxfC0xrYft4KsklurHAcEkuYq4y8ysbKzo7sJRSosTiTp5DgLpAHIl3YrnIbg33ZBGWMP3inomDRRuCqC+wDuMIfH+d493xunNl8PRGAIIOOf50zlRPt/2Zpxg2N67z/Nw3emoO7voZP1xTwl5FJe9trQmIxu6pwS+XjJiTB7ALctUU4jM0ncEpwLEGuwFWRDd7yIUVREwk16f1/cmMYMTqHDJHtJkrqHJzo+x/Bo05vsV2yt5BzPV8duievYCUexcA3Gfdy7X0vcJvvJpbXhB1xfPN/+pp0bTnHDE1r8zEajcJpp55Ng2qE7d9BVTb8+iA8nMJPa7LwojB3vy+SFq3/gMuUb3FID2aX88nKPCZ7VhE75KiD9umjUol0lx+y2FiREs8pzn+RmNDKFAGdgUUhc8iqDPDSH3WF5LgjG9e7jO5LgqeIlJqVLFXGkLLfyBKdKYRgxSk37IHgtOLWtT7KYvfwv/Ol7+BrtmdRyXOHExESjFGnhbBk9F47VTVV+HwqtdsXsUYdRPzYk9nqS6dUqst2WRsKavky5BxMY89vdn+9PgqfLYAJpqpiLFlDbL/xhAe1fE87LDmcWVOncNM3BeDdc496+c+8srKKeqeXc8an7m2rD4snWrFQaWtliZNeRhLMLmCLN4XchOOa3acNjSPEG6AqcrZyIpzFmIfO6ZjzjzyH7KCR1EqC2S3U56/jhJAcFG3LH8yxahU3676g7BALD/scdaxiKFMGpRBq0uMZcjrPrLSitlQavA0GbHiEm1NyMBsO3bvanKMGxPJY+stcbXgE77x74Y+nwGXl500FnDY6hXBzGx+uVO1iFDtkDmYXU9vgYtnPnzKIPPSjzz1of1BsOuFYsTqbT7QKrSo5xkGEteEh28aR9/NLbRsfSHQQb20Bu92RJEWYIGYAxvpi5obuYNr0WU3X8QyJp1ITLddrAGxLPI21QVNabadJGsE2h/9HD3Upmz5j/E9zG+dfAoQ2DkWP9lZSanGwIOJ0FsZdTMiwk3hD/Ys8kO7CFu2sIKj/URDTr9n9DmMMmvqKTo5qn/Kdy4n2VtB/+pltav+PEwfRNzaUEY5X+PKULby8zs7j83bw0KnDCDbq9rYzTr6KN72zKbdIgrk/STC7gC+d47EMPKfZfbr4wWR7EwLylLli3fcUqdFMGNvCcMcjMewM8iMmUCNDZLuFqF1fcgGtzwcOjkkhRHFQWtn8F8nW8Blc4Lid00enAHDHsRm8Unkxu9fNP+zYyvO2kuHaRcKww3vaf+v5JzPPks5NFXMpnPwv/m/KYhYVabhiesuFqprQmQlSZJmSrmZNXg2rGYJy2U8QO+Cg/eEjTmSq81lKapt/IBK/9EHuN37UpteaFlJMn4IvArr00u6TP+Ur79TGHsz4YSjxQwkOjSJ65IlNGw49lfuNd0oPZgDsCJtEaejQVttl5H3GXd6X8fTkoXeWIixKGEl/rllsDEE98XHsunByq+qZXxVDfN/hKJYibjL9QHVXqEIqmpWY+wXXVz9yyP1b+lzGQs2kQ+7vaNmrfmaDfgR9MzLa1F6n1fD2ZRPwGSP4+8cbeOTH7YxNj2T2sKajWbQJQygPHki5VRLM/UmCGWA2h4szKv+PMVHN39wYh57E3Z4rqLJ1/lO7X52DeTr0VlKigltvfDh2/sxc53cyB7Ob0FmLaAhqvXdGCWtsYylrfvH62nVfMSxa3TtEJSkmkuzg0diWvHrYsWX9/hm5ugwGjJlxWMeHmvS8c9kEfiyLYNqCfvz3t0KeOHvkvpuetjAEYcYpRX66mPysTcxMaECT2vyDsiCDngEmC2VVzY8U0dXtxmhqvWgZwCB9KVepnzVZYqFT+bwUWT0YzKGNT9gVBS76Cq5dAjH9m7a11zBRu13mYAbApG2PMNK3rdV2QYqTQZp8LI4e/BDAUkwpUaTs91mrTLyKkOgkSovyuW/3RUyI94GtnJt871JjrW/hZCJQHG4vwxxrCAo5xNJ0gDtlEmudrS/51VEeqpnJqkkvtOsYs0HLqnuO5Y1LxvH7Hcfw+bVTDp67mbeMl9X/UCEJZhOSYAbYtk1ruFL3Pf0Tm1+HLVLn4lTtH1QH4EP110ItkUNmdtwLVOcw0TZfhsh2E2Z7Cd7QlNYbGkOp1sZgqWmmqpqrgWmrb2JMhL3JZnXEOWRWL8LjsLU7Lp9PxZn9B7a0Y9tc6bg5Rw2IZd39x3PXiYP4/Y5jmkzib5PIDMqM6TLksItJyXqfv7o/PXQDReFLbsF74Jpne5gaylDD2nYthPabQopSSc62dYcT6pGrzGLGJ8PI2H9Kc0hs80sKlW7mkYZ/Sg9mAGRWLyZW0/p3uik0mnDqe/Z3pKWYAk/kviGyAEue5XzTErZvXkuCWsGwfn0gqHGpqPq6wNWkEIeWV1nPFM1WggYe+p5xaPWvXGJ9uROj2id31zZcxVuYM6Zvu481G7TMHBR/6NURFIXhns2UW+zN7++lJMEMsIrtSynVJaENaT7B1LobeFr/IvVVxZ0al6cim3/uPo9pKYaOe5HQeMI9VTKnopuIcJWijWxbAZ2HB33BevofvKMmF4C41KZDFUcedSpudKz4+cN2x7Usp4rLHTfT58yH2n3sgcLNeq6ZkdmmZXYOMmgOnyTeJkNkuxBVVdHYijFGt3zd1urjcFcXNLsvzFWGLjK12X0HiUijyNAHR9aC9obqH3UF2HVhREdGtt7WEIwJJ/VOGUHS2QzeejSm0FbbmcLjiFYsVNX34O/IUefxnWsUSeH7JZh1hRyj3YS2aBXZSgrx4UFgbkwwHZbAzeETh1aav5M4pRZT5rRDtonAxjDvtoAM+a6c/wyPhn56eN/trQmORY8ba12V/8/djUmCGWCakrVYokYcukFwDF402Gs6N8EsXPklDgyMGZjecS8SmkiIq5Kanvzl2YOcpn0OX9+29Wj3M1txVh08RNa3/Xu2q+kMyWi6pmBwkJmV45/m3nUR1LVzyPSG3z7hmgH1hAd34MOQtrBVMM6+FLv0CHUZFbVWBvt2EpHUzMOO/dhMCSiWooN3qCqfak/CkNj6fLk/VcdNwlIVoEqJdQVU6+JJDDe13tbQOPXBZZchh51KVTH6GtCaW6+crcT0Z5FuCmV1Aa5M3IEc/U5iUX1G0x7M+KEkObM5Wrse3dA9ay4bQ3FognDW9/BlW7qp3FoPX4WcA6GHrrYdFBZFKA1Ud/I9n+qwMKjka2yDz+qYFwhuLMTlrA3wGshdjCSYAeRwe6mxOjD0baGanEaLVROOu+7Q67R1BP2Wz9gQeQIh+1XK8ruwJOpD0nDZLR33GsIv3C4npfUe4qMi2tT+uJKXmVH+3kHb6/M3sMg7jJEpB59n1olnoprCmbd2R5vjqrE2cE7RI8wO2dXmYzpM5Q4uLP6P9GB2IVV5m0lSqgmfcHD12P25g5PQ1x/8EM+rwsMNpxKV1PZhVfUzH+KBujk4AnEd1BVSSnTb5g7rG5/kH86wdHEEvC52GIaiCW5+1FITUX14N+bvlFl7aC+zx4nnowuJp7rpNRs/DG3VTibOvogBU09r3KYovDh5ERvVltejFYGxxWpmRd8bmx+Ov0dIRDThSj0Vnbycx+7Ny9GrboYee3HHvIAxjF2Jcylr6MHFuA6DJJgBtKGglgfUK0g89oYW21l1UfisnfhkxOclpiGboMzWy6gfkYg01s2dR7G9A5NY4Re1OxazxnANCWHG1hsD2vAUwpwHX7M/D36Iz8MuJrKZ3katRuFl8wuYlj3V5rg2//4V0YqFQZNObL1xRzOEYPA5sDulR76ryNP1Yab+PbRBLQ8ZLRpwER8qB19D1TlruUXzISmRbS/2NCYljKM0m1i1I7e94R65gSfxASe1rQczNIFn+r1Jla+DiriJ5umM3BbyX4jMaFPz87zf4CzvAg/QOoK1hJDsHzAaTU2Xg4obBDEDYczFkDRq7+ZkbR1OqwxD7IrCixZzsv3rFtvoo/uyRhlKVScXw8nZsZE8Q1+iQjtgeCyAorBzyuNsbWjD1IReRBLMANq9aSnnxBc3Li7cgrf7P8ci8/GdFBVUWu38130OA0Z2fDnpZNtm9PaKnl2GvQewledSRhTRIW1LMI3RacT4Kpv24nic7N6dzcDU+EMeFzZ0NiNtiymoatuwvZodS8gKGYcxdXSb2ncoQ+PC6apLhhx2FVXVNUSGtz7XLSh1BEutiQdtt+1exXHaNcS28boHMOi0PKt7mvwjWHbncKnJY/nONqBxiZLWaPXUhQ/C1kM7x7osRx2j638nxNi2gmTHWr7EVLm5g4MKkLoivBoDYdEHfCcYguHyn8HY9L07a/MdTLPN68QARVtNs3xHkqew5UaxA/hv6D+o7OQhsi/WTWbRhI4tLjSw8hcSbZsDukRVVyMJZgCl7HiTc7StF4MICoumtr75ZUw6wrJcC98HnUrf1DZUDD1C6X/cyQzNhp5dxKAHcFQXUaONRqNp201RaHw6iUoVpXX7XbcFK7h+y3mMSjp0j0nixDNIVqr44auDh9ceqMziYHOVD/P4i9oUU4fbM6dNdcqQw66i/7bn+If9f622S3fn8K56F1Z7088hX+kWCnTpbb7uAdBoqIoZjz7/j/aGe8Rcn1zOIO9Oktu4vM7fNp1GrGVLB0clmqjK5j/ORwk16VtvCzhMcSi20g4OKkCqc6gypJARE3LwPlPYQcMtVWM4Ore1k4IT7ZHmycOTOKbVdmdpFmKvzOuEiBoVF+RgL9zI1KEdO7Q6KfcrpqrrZdm9/UiCGUCpDdtQ06e22m5W6StcUvKfToioUdTv93Nd3KYjWvKhrbThicQptZRbZP2grsxXV0y9Ia7N7YMzJ3Od7w5K9ksw3aVbyPIlMTI95tAHhsRRPuRSRuW9icXR8gf1N+uLmR95DslH/bXNcXWokDg+PepnSjytF+8QncNgK8IR3PoSI9GRkYzS5FBR0fRGXlO5nbrQAYc46tBCB89imHM9+Z25HqbPi2H712hQiQ9v40gDrw2NU+bAdyqnFZtqItTUtqJkvpAEjA09NMHUGVlnGENGdBuHaZvDMXokwexq6h1u4qkmKLb1KvPn1r+LsXxjJ0TVKHf+azwb9DpDkjr2e1m/p+JzZ88v7cq6VYKpKMosRVG2K4rSoCjKD4qiHDTWTlGUExVF2aooil1RlE2KoswORKytsdhdxKmVbSoeoQmJI8TTxrWfPE48b87F9dIM1Nrmy+63xF1fw/jKL+mf0YHVY/ejCU0gTW+hzNJ5PbSi/VYGH8Pa2FPa3F4xR1IWPpLi2n3rQtXvWMQWtQ9Dkw69EDNAwpx7uMd4Fz9uOnRhK1VVMSz8J3cMLO+UByFtotGihiXR4JYhMl1FiKMUX1jrIzGCYxpvjKqKdzfZXuE2o4kb3O7XjRhyLAM1BSzZ0olz56ylKKoHe1BSq9Mu/uTVmVHdPbdCaVfktluwYSbE1LbaA4bodLzOeuw9cX3dEWfzqHoRGTFtSzA15kiC1XpcHplS05VU1taRpSYTGt96L2G9IbbTeuR9Xh8Rhb9RHd/B9UQAXWgcCVqLdJbsp9skmIqiRACfAv8GUoEi4IUD2kQCnwBPA3HA/cDHiqIcum5ygBQUl2BWXMQkt/6GNEUkEO6tbtPYbs/mL3Hkraa0pIiK52bhcbZv4deCTb/jUnWMmjanXccdtohUBunLySqXYYVd2WrfQOyJE9p1zOvuO2jYubDxB1UlqGAxW8OPwmxo+eZXExzF6ZMH8938BXh9zV/zWcVVnOP9ngl9otoVU0c7dd5UBjg2BDoMsUeUpwxNRBvWbtWbqFXCsZTlNtl8t+5WXAMO47MwbjBPjfqBX3I68WajrhCvosMY0favO68uCEUSzE7lsNViU81tHiIbPPdR7vdcSnZFz/uO9G78HEd1ERnRbSu+4h51MW94TsTayugW0bkqHBrO8j5MaGK/Vts6zXHoGzqnaGV+7g6GeLaRefy1Hf9ioYlE6RzSWbKfbpNgAqcAW1VVfV9V1SrgQWCuoij7zwKfDuSpqvqKqqpWVVW/BLKAjn980U67rDqOC/oYY0zrPZihMcnEUEdtG+YpfuqawjHatyg691e+80xg2Y5WJl0fwL7xa7bqhxFsbntRiyMy/krmDfgn20tlmFZXdn7+fQwlp13HhGndOEp3Nv6gqjwc8whB/dr2Vrw0bDVP2h9g/pZm1iYEfv3mPTQahcgBrQ8x70yqVo/WIzfsXcXD6iXo0sa1qe2KyLnkNuz73FPrK+lbs5SUNs5nbEJRmDw4g5LsTZ23XIlGy9bImaRGNzOf7RAK+55LtrfLPX/t0arTT+R81z1tXgLMrFM4PryIrLIe9h3p86L5+loSfWVt7sE0pwxni5qBxSFrDXcl1rJcjgva2abRRN7gBIyOyk6ICrZsXIOFEGLSBnX8i024mueSn6CgRr7//9SdEswRwLo/f1BVtQiwA/uP5VwCnPHnD4qiRAOZQPuyrE5Qlb+N/tEG0LT+TxCRPoJ/ey6k1NJKb2TBKuwr3uHUMalMHpLBtmG38+Gm9n0p/VaXSMnwq9t1zBEJjSctNY3txbWd95qifbweJjmXEhvcvuVk7MmTSa9bgaqqOD0ePiiM49hRrT/hBDCPOJUwrYtVP394UIXh8rp6zir9H7Ujrwb9Ydz8dyCfPhidR6rIdgUNLg+fOSYQFZ/apvabB93EEue+ESUVm37lX5qXyYxve8K2vwneNXyouY9VuzvnZoqUcTwTfkfb57MBZcOuYK0no+NiEgexevWUE9n2Nabt1bzsuJ3q3E0dG1hnqytE8TqpMKYS3cyyVc0JyV/A8/pnpQezizHlLeB23xttaps77l7u83XOPebTu1P5/Kh5La7N6T8qo4KrKaiSOcJ/6k4JZhhQd8A2657tAKiqWqWq6g4ARVEmAIuB71VVXXngyRRFeVBRFHX/Px0SdV0h5C45aPMxW+/jL+rCNp3CFBHPj8bZlFpa7sGsW/8VaeXzOWl4Y7n98zJdnLHjdqwNbeuyd7m9PFc7laSRx7apvV+oKmf9NoOIqnU4PT1wjokfddo1ewC3pRQtPsLj2zcvN3TQTEar28ivqqf6rfO5Xvs5w5Nbnn+5lyEYdfiZXGt9jqe/+qPJUNknftjET8GnEDv7jnbF0xlUfTB6b4OUKt8jUNcsQE3WSl7VP0F8WBvWhATGaHYxsPSbvT+X5W6jRJtMXGjbjj+Qvs9UwpR6tq1fdljHt9uOn9CUbSK9jcMNAdLzv2SMe00HBtX9dPQ1G77sv7xofA5tWysTB8dQY0qB4nWtt+1Oqnbh0IWSmJDc5nn0Wq+DsZosLHbpwdxfID9nAVRrCdY2FgGMDg2Chip8h5j+cigut4d6Z9v/3YuqrSRWLmH64E4aodFQxd+3nUN9Rftrn/RU3SnBrAEO7K4IAppUv1EUxaQoygvAjzTO0Wx2DQNVVR9UVVXZ/4/fI876BV4+Cr6+/sAXJ86Ziy6h7cUj/qd9AUfh+hbbVBVsxxKczui0xsVeRw4ewHTNBlb90bZ1ozZ+8wzXGn9sexLgD4qCEpXOCGUXWWU9b46JP3XKNduM6pI8vKpCQlLbeoL+FD5wBl/oTmTVriIM5RtI7zMAk75txUcAzLP/hSZ1PFlbVnPqC0uYv62MB77axFcbyxh30UMopq5XrbVu1FVs8PbFJeu6AoG7ZgEaSrYzQFNEWBuLqfRR8zjd/vneHnNPTQENQa1XoD0kcySVESMx7Prp8M/RDurix0m3rmvzcEOAqOIFjFO34Jbrda+OvmZ9Dito29Zj9ydHzDB05Zup6OQF6jtUdQ4l2mSGJke0/RhTOGFKg/RgHiCQn7MA2voyHKbYNrVNrVnBPP2t1Nnb/m/YsORlPnjy7xz/1GJKats2BHX9b5/yf8Zn6RfdSaOcgmLwafR4ayTB/FN3SjB30DhMFoA9FWT1sG9imNL4GOxboA8wWFXVF9VAdiVs/w41OBa1Jhfc+3oRVUsxwWoD4anD2nyq4b7teCparkhort2FLrb/3p+15nDyw8fj2PRNC0ft48xdyVGRVe1KAvxB2/84Zhs3sb1UhhZ0RaVWNz8ziajQtveMABASi2/6HdR89yA+t5O4CWe273hzBBGXf869N1zDab55rH/vbu5bP4P1MQ8wOPbwepU6mm/EuWxRM7DJHKGAc9UUUqONaXPvSETaMNIppaSm8UGX0ZKLO6wNBYJaoB9+KhMdf3T8ciWqilqZRZY3oV09mFpDCEE4aOiJFUq7KNVpxaNt32dpQr/RJGlrWbm7jdXku4PxV3Cd9n6Gtmf5CFM4wdixNrSveKHoWEZHBZ7ggxZ1aFZoXCqRio2q2tq2ndxSguGXf+DQBHGt7hsKXj4bbxseiIVkfU1+3Ky961N3OI0GT0gywfbinlnx+TB0pwTzS2DCnmVIIoEngY9VVd1/3OhMIA04VVXV8kAEuT+1KocPLSNQUKE6e+/22vzNWFUzyWltX/jVbozGU9vCsg1uBxq3DUNG00qfuiEnM8yymPpWnvh5PF7SrWsI6jOpzTH5TeZMRvi2sb0w4P9kohk7NJk8FfGPw1oO5IppGVyp+4EdmZcxZWjrBa2akxpp5rK+Fm7Vf4bWFErQRR+Crn09AJ0levv7nKL5o11PZ0XH8NUVt3nYFkB46jAMipeinC2oqsrVrr/hGnPFEcUQOeUSnox7hPdWdPDC4g1VaJx1lOhSiA1pe4E2jTmUEMVBg0seiHQapw2Prn03vcrI88iJncWGwtqOiSkArOW72V7tY2hyOxLM0AT+MB1NvV0SzK7kCdNN5Pdv23rU5qjGZaPqKtpWGqV6wfNs8aVz/CX3Muu0yxhmX8WyH99r8ZhNOcWMcawgcvzZbXoNf9Ekj2KkJlsK/ezRbRJMVVWrgfOA52hcosQM3KooytH7jTcfDQwAnAeMR78kEDG76kpZa4ukSI3GWrxj7/Ys3UAu991LQnjbu+69QXHQwtpB+RYvE+3PMHJs06qaKZPOZLkykqU7m6/G+aedG5aQqFaQNvWsNsfkN0ljWD38QeZvLZO5a12QL28pR5vbV0H2T3qdFu7MY9pFDxx+AIoCc5+Be8pQ7sqDw1iXsLMYS9cxQbtDqhx2AfnEUxIxts3tlaAoinUpFOTnsrOwlPIGL+MGt/0hYLPMkRw/YRib163o2M+2mjw8GiP6qPR2PQjShSfhVPXUO+WJe2fZFnMCW0Int++gyHTGmMuI3P5RxwTV2ZxWQl8azWBdCZmx7SiiFZrAmwn3UuNqX8E50bFybAbCotrWg4k5Eid6HFUt35P+SdnyOSuiT6VvXCiJmSPIij8J3Yb3Wvw83bnyJxy6MOJHn9S2mPxEd/SdfG08mdxKKfQH3SjBBFBV9QdVVfupqhqkquoZqqpaVFVd+Od4c1VVnzhwHPqeP28FIt4qQxLO0DTO1T7NH7p9Xyi7LBos0SPQtHWSP+BIGEee49BPPXdvWsqY8HoSI5oOvdGFJ7Bk0D38svPA+khNbcir4PuQMwiODEDJer2Jfsddye46H7vljdnlDM19hxm+FYd/AnOEf6q46bvmsNj9KcYQwrUu6cHsAr7Un0x+n/Y9wf5hxre8mJtI9eLX+DroEaLaWN2yJScG7+I11x18v6blKQ5HJGUs/xz6IwOSItp1mG7GbdztuUKGdHWi9aHTKQkf3e7jkoJVBtUtPqiqdrdUvg2fosUU3x+9tn23oSfZv0W1HHo0l+hcqtfDb85zSXO18fNNUXg67A7ylcQ2nFzlIfUyksafsndTyqyrGOtazeJlS5s9xOXx8Ux+H76Z8T1o27bWrN/EDyEyZRBr8mo693W7qG6VYHY3H2U+hi1+AsMzEti6a98Q2fFLruIC4x/tOpd70g0803AcLk/zXy4Zqx/ikpDmk4AzkmoZt+WhQ34xqarKG7kxlEy4u10x+VNs3nd8FvwoK3OqAhaDaF5yw1bsce2/IeqVDCGEaV1YJMEMuOGlX9LP1PKDtQOdMSqBSTXfEL7jU2xxY/wSR+igo/GYYyj/8bF2VUFsF2sZ24trGJbUvgJtGmctIwzFWJ1yvXaWybtfYKh3W7uPixxyNGPZTlZp+67pLil7AbsMQxiR3vYh7H+aU/EaQZbs1huKTmGpKsakuAmLbnvnxK6YmRS6W++5LrM4+Mw6lKED9tUWiR4wmbeGv8NDy93NrjG86I/FjHas5LxJfdocj994XDxddgmVOes7/7W7IEkwO4rTSljePPpEGTlbM5/Tt960d1eCbQshbR1OsEe60cZcZQlFtc3MPfC4SLRtgdSJzR47bkAKZ6vz2LBpQ7P7c/N2c0H185w2IrpdMflV8jjGeTewI2tH621F5/E4ifJVY45v2/qVvV5EGjZdNBapchhYPi/X218iTd++m/HIID33mr9giCaPYWfd659YtHqMs//Jxd7P+eTt5zpkqKzvm5s4tuIdhrW3AnjWrzyvfVKWfehEw2t+IV5tf7GeoMxphCh2cretat+BPm/jn6+uh9z2PdjuKJ6d8/imYRgnDmv/iCmXLhQcPSDJ7iFqygrwqQoxbVxvGOCMho8ZtLvleZQA7rdP5frIFWQcULjsvLmzCXeV8dZXTSt0+3wq9Svf5aaQXwkyBGAYtc6AUeMjrmqlTPdCEsyOU7WLy4ruJyHMRFDSYBLcheDzQX0loT4Loe2oIAsQ5izjKf2LFFYe/MHqKlqHRvWSPGxas8cGJfSn0NCHshWfNLs/b8085upXERfRicuTHCgiDYcxGkfe6sDFIBrVFkBh49p4zrpSfKpCVGJGYGPqLsb+lfdjb5YhsgFmqypCh4/IhPat3YpWT/B1C+DmDZj2FKPwB+Oos6gaezNb8kr413db/XZeAHxe1LxlrPT0Y3BiaDsDCyUEu/S4dyKDtwGtuZ3/TgDmCJbGnM2mgtr2HfflNax65VpeWG3F9/apUNe2uW8dacGA+5lvnMW4jKh2H+vWh6I4JcHsKqwV+VQrYZjNbZ/CEqtYiLVuabVdWN120pIPXic1xKjj5YSvOXXzDbyzeCuqqqKqKm/OX8+UhvnEjG9nxXo/8o2+mNneRWwslGtUEsyOYiunTgkjJjyYyLShmHHiqMrHWbwVu2ogMa1/6+fYjxKRhlZRqSrJPWhf2ZY/2KamMzT90E8DXSP/yrTitygubVooyOP1EbrlA4qTTvDPPLnDpSiQNJoU+zYKpQJX4KgqPD0MXpsJPh8lagwDnG+TmOi/m+0ezV7DBHWj9AgFWNXetVvbmWACRPWByAy/xxQ/9wEmnHojG1Ys4F9vf4vT46d5j9U5aF11VESOJtTUzjlHxlCCVbs8EOlERp8dnfnw1vCtnv4gX5a2Y6SRow42fcLjeQN43zOLLG88Fa+eDu4AVmF12/koN5iJI4agbUcdij95jOEoLlkzu6soUJJ419zscvOHpIYkEOyqbLmNw0KYt5b4jEHN7o+64A3Cg01Mm38Gt/37Ya5+bQF9fr8VY2g04RPbF48/BQ09iWGa3fy+vPk5or2JJJgdxVZOpRpGbKiR5NQMrKqZ0uyNZNvN/M97Npnx7ewtDI7BrgThKN150K5fQ+byeMx/Wly/su+JNzM/5GReX9B07sdvy5Yz1reRzBNvbF88HcA06UqyTcPkyU8gVWY1/vf6VaDRUFiYT5QJwoO65rIgXU5lFjcU3UVdg6v1tqLD1FYUUaVEYja1fcmOznD2+FRe67OI+3dfyFuP3uSfJLN8K1Z9DGnJye0/1hiKESc2WVewc/i8FGhT0QYf3nSUkWH1XFH/KtU2Z5vaezZ9Rb1q4qzTzuCPhy9mw/EfU2+tZf43rQ9P7Cjel6aSmf0WJ49oQ5GXZqya8RbvMsfPUYnDtdObyPrYU1pvuB9teDLhnooW29RsmY9FDaL/oJHNN9CbMN+0nMThR3Nj2CLCQsMYMnk24ee9BoZ2rtntT0mjWDP2UT7YrvaMglxHQBLMDuK2lFLqDSc21EiQUc/joXeyoiGR1fWxLIk9t8VksFmKQk1wX3wVB89RzCm3kNBaD5NGQ//zn+DdLXa+Xd44NMHrU/lq6RY2JZxGUEr7hux2iIGzqUg8mqwyeToZMHl/4IsZwO87S1FfP4GkxXfw36APDmsNzF4pKBotXlwNtYGOpFfbGDyZq6LeDHQYzYo6/1UArna/xxMvPM+ucuuRnbDPDP5jvo0RKYcxxSE6k+fSn6VWltXpHBotfzU8iRoz8LAOT42N5HLdj+ze1rapJPYVb/KG7yROHpWGRqNw9rRh7D79R65dm8ILv7Q+RLFVqkruks9Y+va9rH7zVtYvnYe7pZvqzV+grc5mlWkaY9IiD+slI/Q+VLtU6ewq+uR8yInehe06JiRlMMs9A1t8wLalPpzHdVeSFN3C55opHPOZL5Fx8zyeOHccCSfeAUmBL0g49PjLsLpUvlt7eMu79RSymFAHKRt8Kbf8lMRPexa9Vvofx9IiG3+tuJVTYk4Bprf7nOtmvMGL8ws5f/+NPh9/33oWqwffBRziSc8ew5LD+Wj4WiJ++DsvFj1LVV09v9en8ciNl7Q7lg5RX8kd9U/wRunfgPYNIRZ+EtWXn8LP5fZvy9liWk5fYNmowD3t7naCGucUeW0tD/8RHctamkNSRBdd1sYcAQ/WUbrmW9YuCaLq6f9wch8YdcwZRPUZ3b7S+qpKvk3Dx+VpLBhyGEtMGYKpjhlHXb30uHcKVz3DHGsIMRzeWr6akBjydRlYti+C8VNbbf9c1N3UhBkwG/Y90D5mZF/eCQoi6r1ZLPXew5TZ57dwhkOrs7t54KtN3LH9dqYojUWLlu9ewpQFWm4Pm89RyjpM/Y4iLCIazfjLIXcxnm//zge+2Zw2c3K7lmnb34DNT3G7dyc+3+mHfQ7hP+k1S3FED23XMQmDJnGH+ypGVTUwIL75+ciLLAmUZ/ylbQ+3u9gD8GCjjnlRT7Lypxg8Yz5G186leHqK3vm37gTlDoUaTSSRe4YWnhBZzDPZJzDG8ivpg9q++Pf++iYn4Kgta1Lq3l66jShfNXHDZ7XpHGNO/RthiZlct+ls7su/lC9PDybc3MlrBR2KIZih1b/iKpVKsoGi9pnBfbkjuPjoYVzhupW/u67lqKPadm0JwBiOT9HikwQzoE7edgcnu38JdBgtShg7l8+vn8F1A62MLf6AqPeOo/LhIRQUFbf9JJVZxL08lHGJOvrEHHqd5EPyeblx6/kE13XgGp1iL7Uyi/9T/0OoqZ0jmPZjiR+PrqAN87ucNuYVaJkwJPOgXZP6J+Aa8BfGLLuJrM3trEoL5GxbQ+7j0ykor6T+6tX47i6FO3Yz4h+/cdvxA8hw7aSuqpSqpe+g+ekOrnj6Yx77YQsvO45ly/C7uGjSYcyN3kMXHEkoDdS7pNe9Kwh2VaANT2rXMaEGLdcH/0ZhQW7zDXw+jt90C0dFH+HojgCKOuZ6pntW8PvO8kCHEjDSg9lBMr47l+vMw9BoTgJg9Pij4DcoU6M4ftyQwzpnZv1aFhn/xubC45iYGQvA7k3LCFdjGdq/b9tOYgwh5sqvIGsemCPpl9F85dmA0JtxhaZhqsnC7fW1ewFmceQavr+HqIZ0Lpg4lU3JV5IZF0JqVADnM3Q3Gg2rTvqeFT/Ieq6BFOKuRBd5GHMSO5tWR7+/vojqe55Vi79jy/JfePC5tbxwYi5zpk0AbStf0VnzKFJjOWbEwUlEm2i0hDlLUexyvXYGl7UKpxpEqNl82OcIHnQcu/PfxO7yNumZPJDt10e5zbaSUX2/bHb/sAseYdNTW+GLG7H1mU9IcOsPKFRV5bdPnmX61n+yNWw6H141FYN5z3EGM0HAOePTYPznAJRbHSzMK2VkqYusinpmH30m1w1LOKIpF8aQSMKUemob3O0vaiX8LsJbhSOqfQkmGg3X+T7it7yRMG74Qbtd5TuZ4FyGJqP7Fhc0DZyFQbGSs2kpxww+PdDhBITcwXcQbUM5mPfNMTCbTeSeuwiuWXTYwzoMicMIVpxs3rxvPcu63WspD+7fvmRMZ4DBc6ErJZd7aOMH0ZdC8qrqAx1K7+P1YF7zf8QbXSRHmDlxeOIhh6+IQwtOGkKZnZbnIomO4/UQ7qslJKbt67IFmqLRMP7ov3Dh7c9wx/RY5iw4keynZ+O0tbBeoteNZ9lLfOUYzZzhh1cwBcBlCEfrrD3s40XbOSzl1KghhJgO/9l+8uSzuFW9mY2FtS22a8hdRZkhnZTIQyez/S95CbPi5Il3v8LlafnzamNhLU88dCeztt3P7kFXMervX+xLLg8hLtTE0cMyuPHYATx73mhOGp54xPP5TaFRhNFAjRRSCziHy0OOL4Hg+PY/4Koyp+Mt297svrKti8n1xTOkX58jDTFwzJFUhw7Ak7ci0JEEjCSYHcToqMIXHNdkW8agUcQnph3+SUNiqTWn4chauHfTu/UTKRp6zeGfs4vRZx6FYghhV7kkmJ3OUohG9WKK6ydFfY5Av8U3cr32a6pscgMUCO6afLT4CE9s46iOLkSn1XDdnIlsnPkublsVVU9No2rdd803rslFsZWxNO4cMg5neOweXmMEelftYR8v2s5lqaKGEMKOoOfNoNNwVmwBhZt/P3Qjt4PQ6k2QOLLFz3JTZBLBNy7h17pEbn5jPhZH88vVrNywhfteeJuvXOMoPuEVBp73X9Ac/jDfI6HtM53ntRdSLfOGA67M6uQc1/1E9ml/YR1HRH/Mhxiab89ezi7TEIIM3XuQZdUJL/Bi9Vish3hf9XSSYHYEjxOT14ouJNbvp/ZmHkf/uqWUWRxUWJ38UBHDwHEz/f46ATP5ehYnXExOpVSS7XTWMjyKjpi4dg53EU0YgsJJ0VRQYW3bUgLCv/IdQVzhupWU5MOf5xVoI476C3E3/cbqoGn89tUbvLwoG8uqj2Hr141rGKoqu0niCS5i7rgjK4hW0+80drpi/BS5aElBysnc6ruZoBaGtrbF6bplpO5469ANcn/H6/UROvSEVs+VGBHEl+cm8VLxmSx88kIWb9jXq+Rwufn0k3cZ9MUsXol8l/l3zyVp8jlHFPsRi0xnS8hk6cHsAqoLdzJDv4WIoPY/MNHFDyLYUYaqqgfty3GFU5ZwjD9CDKjMwWNQDaGszuudVY8lwewIqspH0dehjfL/DU7UzBv5NuYKXliwi83z3uQT8yP0iwvx++sEjKuB07V/kF/WO9+QAeXzkK0fSHKkzLk8EpqIVNK1NVTYHIEOpVfaVuVla+hUwg/jpqcriYqM5KS//R/2E57klxUbqP72PvjkYngoAduTo7j8td8p6H8xF0/OOKLXsY+/gcXuwTjcfliTU7SowmOiPij1iEeIaDKPom/9OlRf88NaK0MHcoPrBsb3a1tl4dj0QTgu/I6Jmu0M/eI4PnrqVm58byU/PnYxZ229gfL+5xB/+ypMpsOfO+o3NXk857iXWmtDoCPp9bS7fuYu/SeHdT0bpt3Ahc47mn0Q+z/XqShDT/NHiAGlq9rJCs1lrNnVjsJtPYgkmB1Bb+IjzcmERfr/qbAS1YeTZx3N5uW/kLbxaUJTh/Ws4Yyqj7ML/oOzbGegI+l9MqZyrfFhkiK6wE1EdxaWTLKmitI66cHsVG4HuBoY+9OpnBPVM6qi6rQaLp7Sh09vPw3b1at4pO973GL6N3+zXcTsURk8cdbII16qIabsd07SLMdi753DuDpT/2V3cqPm0yM+T/ro44ihlryd65vdv7xcx5bgie2qLGzqN534O9fhHX81aSFebC6VlLgobKe8Rb8Lnu46S0EoCkPdm7DXSaXuQPPUlWDVH95IvaSIYAYZKthZWNFke311CdOrPmVkYhddZqo9IjMw4KR29/pARxIQ3XuAc1dVuolLqp/GEPpsh5z+hNBcTjA+CIBr7p0d8hoBYwzBHpSMsSYr0JH0OmrlLsy1WSRHHlzVTbRD6gT+iDyF4lp5wt6p3jgBStaTCCRPGh/oaPxKURSGJYcz7OK5QGM1T389WAwrW8Ep2qVYHG7iwnrATV0XpqsvxWAYeMTniYpPIVuTQfG2VWQMGtN0p8/HuB9O5vSku9p/jWg0xJ18L3HAFAAmHnGsfrentoXbUhrgQITGVorDHNd6w+aOVeAr7Z3M2/4/GHLB3u15S7/gUt08EpKe8VeYgaM3YQ/vj6liIz6f2uvWbZUezA6gVu5irGcdsaHGjnmB9Clw41q4dQeG2G5cZesQ1JgBJLrzqJU5Fp3K8ftzXKJ+Q7L0YB6ZmP5kpZ9PUY090JH0Dk4rfHgejhOfIjthNnd4rmbWuGGBjqpD+XPUii44mijFRk2D9GB2NL2zBq8pyi/nenv4W3zqmHDwjvItJDiy6dtvsF9ep8vRm7DrwtBYJcEMNJO9FF9I24ZhH0SjoSxkEGrh6iabG3KWUhA6Bp0uMEWk/E2XOpb+3mxye+HKCJJgdgBHXTnVaiixIR2UYAJEZ0LoYb6xuzhT0hD6aYrZVS6FfjqTu2o3RcSSEC69GEfqrPJn0JVvDnQYvUPOIrx5yxj/Wgmzci9GHXkBkcGGQEfVbShB0cRo6ym3yJDujmZ2VaMG+6f43/iMaOzZSw+ah2nf+A2rfAMYPSDDL6/TFeXGH0+ZUwbgBdo9xn9QOuDCwz7ekzCWyJqNeH2NhX5UVSWyZiOG9J4zAsU0/q+sNE9jU1FdoEPpdJJgdoCGunJq1NCO68Hs4TQz7+HV2LvZWNj73pCBpKkrwGpKat+aqqJZqdb1xNRtCnQYvUPRGjYrA5mYGceG+4/nkdNliHe7BMei1SiUW6UoVUf7JfQUGiL907M4IVHLq567Kd21ocl2y45FrNePpn9PKv53gF0T/s1CR79Ah9Gr+TwesqvspCUf/hq8ScNnMMK3nVXZZQBkl9Vi8NrpM2qGv8IMvLSJ1KfNZFMvvJ+VO8kOUKcGsVPTh2CjPGE7LIZgJiUobMvrnZW3AkJVMdUX4Q5NCXQkPYIvegCxznypzNkJfMXr+aM+mb9OySA8SI9OHpC0z4DjeTjjLcqkB7PDva87HW20f6a1xCcks0uTQem675ts/4nJqANO7FnF/w7Q37GZTOsqfL6Dl7gQnaNi1ypWaK6gX9Th3+eaBx3HC6lP8O2mcgAW7Kzh+pjXiOo71l9hBp6qclvdQ1hzV7fetoeRb+IOsCn5XN4PuSTQYXRrN+y+jpi871tvKPzmxUHv0BA7MtBh9AghyYPprylie6k10KH0eNXmdP7wDGZMWmSgQ+meVJUhhhJq62RpqA5VV8TFVc+QEOK/uWVF8bMIydn3PWl3eXm4bBLDxk3322t0RUnlizhX+YVqqdMQMJZdy9itJBEbEX74JzEEMWHyMSxcu4XNhbWUL3mHOZkG0PSg1ERRiPeWEla+ptc9EOlB/4pdhyF3IQPMMn/wSHj6Hc9o+3KqbPJUvVMoCpsdMcRFyU26P+hSx+EyRrOluPcNi+lsP6X+nZq4iTJi5Ahct+MyQqpkznBH8lblcKJ3AXER/hu6GjvpXPo7t1JbXgRAyVf3c65uAeMz/FNIqKsKikklSamitE6GdQeKWrCKPPPQI+4pPz6ylN9111L/ygnc6XyWi8f5Z45yV6JPn8AYdQs5lb0rL5AEswNM33IfY3U5gQ6jWwsbMZfp2s2s7qUL1Ha6nIX8K/d8WQPTXwacwA/9HmRLsSXQkfRs1jKC17/OqOSwQEfSfSkKdnMCOmtRoCPp0WxVxVQRRqIfP2MHDx/HXOMb/JjrBVs5qdteJj5tYI+fR6+LySRdU06JJJgBE169EUfc6CM/UdIovCc8xnBzFdYp/8Ac3//Iz9nFmEadySztOlZv3x3oUDpVz/4UCgS3nRB3Fd7wtEBH0q1pMqaCRkfxunmBDqV3qK/E5YPkSEkw/eU441aceb1v3kWnKt/K8WWvMjg5ItCRdGu+kEQMDaWoau8awtWZbNXFVKrhfq0ur2g0TB01lJwF72B5+1x2eJM59qSz/Hb+Lisyg1AaKK8oD3Qkvdb/uAjj4OP9ci795KsI+scuIo+/3S/n63LSprAp9i+s3pEb6Eg6lSSY/labD4A5rm+AA+nmdAaWHf0B/1eYgcfra729OCJOSzlVvlBSpAfTb8ZZ5jGh+hucHin001F8FTvJ88XRP77nVszsDPqYPiT6Sim3ypSEjlLn8JGty/R7EarrjskkijoWler5achjDEjoBb35UZncMegXdtT23EJGXVlFXT0fW4czqF/P623sEBoNnhOf4Js8PXX23rPesCSY/laTRx0hJMXHBTqSbm/SpGnoPVaWrdsY6FB6PHvpTorVKBki60cRg45ivLKdJbsqAx1Kj2XPW8MGbx8GxIcGOpRuzTTjFt5UTiGnovctBt5ZVsedwTtRN/v9vGEmPRfc/DApV37Eref4p0epy9NoGBiloaSsNNCR9ErqxxdxsekP0qODAh1KtzE+JZgXDc+yZPnyQIfSaSTB9DNH+gyOdz5KapS88Y5UkEHH85EfE/TbvYEOpcfLj5zIN7oTpFCKH+n7H0uqpoKcZV8HOpQey1WVS46+H9HBhkCH0q1p4gagic4kt0oSzI6iL1hKZnDH9BCHmfSMTovs0UuTHOi07PuYWPpxoMPofSwlxBQvIChtZK+63o6UxmAiM9SLdtmzvWYqgiSYflZYXU+ZGikJpp+EHnsHo+r/IHvtb4EOpUfbFDyFwsiJgQ6jZ4lMp6jvOVjyN8ow7w7y0eAX2Rh/qtzoHCmHhQ9sV1CVvz3QkfRYp2y/g9FaKf7nL9rkMfR17+xVQw67As+C/7JVzWDC5KMDHUq3E3XCHRzj/I1VyxcHOpROIQmmn4V/dyX3mD4nzKQPdCg9QuawCayKOBHNj7ejuuTpeoewlDBq+S30i5SPA3+LO/tpXvHMYcXu6kCH0vO4HdQUbpfhsf5gCkOvBV+hFKXqEI46gnxWNNEZgY6kxwjvN4GRmt2sz5f1WzuNrRx106e8pj2b6QNkGlh7hQ85li2xJxL7y4143D1/DVe5o/QzXc0uXGHpgQ6jR0k/49+UOE2s3CBzMTtExTb61i4hM7HnrT8VaEFGPRenVVP828uBDqXnqdjGXdkX0j9WRov4gz1hAnE1a3vdYuCdoiYPgMikfgEOpOfQpk4gWqkjd/uaQIfSewTFcF/IgySN/0uPXwqno/S98Fke52LeWdHzl4WSK8SfPC7CGgrQxQ8KdCQ9SmJaP/6Y8jrXz6unpLB3rSPUGdTKLHariQxOCg90KD3SmQMNzC16irwd6wMdSo/iK9lIhRpBv8TIQIfSIwT3n84odTtZ5b1rMfDOYK/IoUyNIDMxJtCh9Byh8Xw+7P/4uUQK03UKVWVLdg6flCVzwWRZJeFwhUdEccJfzuPDeQsp+fnZQIfToSTB9KfqHLR4iUgbGuhIepxbjhvAGZG7iH1tHO6t3wU6nB7FUbCeTZ40BiXIUMOOMOCos9gaMpnar+4IdCg9imvdJ3zmnS5DZP0keMjx/BE6m/nbpDKnv2WFTuIc1wNkxEhvuz/1n3Qia/NrqWuQeZgdrnAVAz6YzAn9gkmWavNH5C8jk7gmo4zYpQ9Qs+SNQIfTYSTB9CO3OYZ7PVeSmZoU6FB6HJ1Ww6UXXsJzukvg00vwZi8MdEg9RokriI36kaREypdGR0k45Z8MalhL4esXBjqUnsHjRF+8ig2GMVJB1l+i+uAYezU/b5XF6/0tu6IBJbovRp020KH0KMPCXaw1XMUfq2XucEfzbfqMZQxn9lhZ+/JIKYrCKZfcwVsxtxH8yx1Y1n8V6JA6hCSYfpTbYOQ9zzH0lyfqHSIh3MRp1/yLD5Q5eN87B9cW6cn0h48irqC8z1+kEmcHShowhp9mfsdpOaewaccucMowxCOiNfD8oHcw9pkk160fnRJVwB2lt1Egy5X41dG/zuHcUKkh4G+a0DhqQgdg/P3RXrP0Q6DU71rK795hHDs4PtCh9Ag6rYbzr7qTD8Iux/H1LeQWFAY6JL+TBNOPTF9eyinh2YSbpYJsR8mICWbSFU/zN909nPhTCLVbf4O6nj9ZusMUr0e//RvGpcs8to52yoxJnDJ5KDUfXoHlzTOhQSrLHjanla/zjUwekBzoSHqUlH7DGavLZuPHDwY6lJ6jvpJIVzFRGSMCHUmPZD7lfxzjWsiqBV8FOpSeq6Eac812zBnjZa1sPwoy6Djvpof574CPOPXNrez84wtwWgMdlt9Igukv9lqSS3+lf0ZKoCPp8QYmRfLk7dcTG2pk1yd3U//KibD5i0CH1S15Vr3JsNr5jJUEs1PcM2cw28c8SElJIc6nRqFu/Rp8skZme9nfOp2jaz5nxkCpfOxPSkgsJbOeZVbZm+zavCLQ4fQIzrzVWNQg+g+WBLMjRPabwKa0C1EWPyY97x3EoQvjKt8/GDHx2ECH0uMYdVqeOGc8143UM+DXS3E+NhDX1h97xH2BJJh+4tz8NRY1mFFjpgY6lF7BbNDywRWT2HbMa7xnGYnvs8txvnxsj3hTdhqfF8+27/ldO4HhKVJBtjMoisJVfzmazXO/50PXNKo+v43sgkLwuMBtD3R43UPJRoyla6mKmyjFJjpAxtRzWB81G9uXt1Lb0PPXautoljWfsFIdwpCkiECH0mONuORZXsl4mqvfXUPNjiWBDqdnUVVWrlnFGs1wjhoow2M7gkajcNUpx7DorE18qcyCTy6k4vUzoZsP+5YE00/ql7/Fx8psJvaTJ+qdRaNRuGjGMGZc/wL3RD3JqwXJ3P/tVqp+fx0WPQa2ikCH2LWtfRu3007smLlSfKKTnTEunaNueIV70z9kzisbyHtyBr7HMlE/uwyyF8iDkhaoa95mjW4Ug0dNCXQoPZOiMOKaN3ks8gHOe2kxlvf/Kp+lR+B701zmxV+OQSe3Wx1Fo9XwxDljGKwrIvTDk6l6+WTU0s2BDqtnWPY8R82bzWX9bHINd7AZQ9M4+fY3eWX0l/wjbyxnv7KcTT+/hW/FK91ySo1cLX6yUDOZun6nyOKzATAoIYyHb7yU0Zc8SXZpDT/9/AMli9/E98QAPC9ObbxhB6jMCmygXUyhxcvr7hM4c+rwQIfSK/WNDeH/Lh7H25dP4S3zX7mv4RyKti6Dd0+lpDCncW7xV9dD/nJJOP9UlY1v7du86jyOU0fJ/MuOEmTU89pVx9A3MYr6nYvhiX7YXzkBSjcFOrRuxWmt5PkdoUyadFSgQ+nxws16Hr32HL4a+Bhbiy0o/zeVrE/uw+dTwSvLmByW2gK8vz3MHZ7rmDzl6EBH0yuEGHXccMpRPHjr3xmUEMqaP35G/fFOPI8PxPbG6VC0JtAhtpnSnSpvKYoyC3gBSAMWApeqqlp2QJtRwOvAEGAtcImqqm3KLBRFUQ/6fahq45MDQzBoDaDRgL0WDCFgr4ZNn5EXM50T3ink5YvGMWOA9GAGkqqqrC+oZcG2Mnas/pVR9uVkxx5HytDJXLP6JPQhUWgTR0LsQJh2C1iKwGVr/LcNTwGd8bBfW1EUVFXt1JKWzV6zAKvfBNULKRMgcQRk/QpeJ6g+KNmI2u9Yblmiwe5083+XSE9QV1BmcfDJyjwWb9jJqgoNJ0fmc6V+HiMtjQ9IfMf+C820m2H9h7B7Mfg8MP0WMEWAokBoQtMT/nldtFBltUtds4WrG9+LyeMgZyGkToTafIhIhfoKKNmIbfBZzHniZ86dOpBrj87szLB7rTXr1rBpwcek1q4iO/Y4jGPP58x1fyWovhCl79EQPwSm/h1QGwtU2GsgIg00HTMqoktds/vz+RrvDwAcdbD0OVj8OFfqH+G5O67GpJdRIp2luKKSpd+8zsP5QzAYjMz3XY5iCEEfkYQ+aTgc/Q8whoBGd0Tf+W3VZa/Zlrgd+J4ZyVp7PF8MfZ6HT5c5xIFQ2+Di67X55Kz5ldGVX/Nz+NkkDprI9btvINSsRz/+MgiOhtRJjde0Hx3pddttEkxFUSKAHOBG4Cfgv0Ckqqpn7tdGB+wA/o/GJPMm4GRVVce18TWaTzAf6wuO2sab8+tWQPE6+OqavU0+0J7C6gG38OTZI6Vkfhfi9ansLLPy69YyluVU4S3ZxA2edwjSKwQbdXw9/AVOqv+S4ZsfBcCXNAbNVQtg3j1QndOYdIbEwajzIWk0rHwVBpzQePPUjC71JTL/X/D7k43/f/a7jfP7vrwKAE9EH1YbxnNZ6Rl8cvVkhiXL/MuuJreynpW7q1mVW41h149E27JYpxuBI2EcL9ReS5wzD4BVZ6+h/85XiFj/MqqiRdHooM9RcOFnsPC/sPAROOp2mHlvs6/Tpa7Z359svG4BRl0IM26H5yc0PhjZ48aMb9lWrfLDTdNluFYn21BQy9fri/k9q4K4qpXcqfsQrz6EdKWMT6Z+x+S6Hxi57n4AVHMUytnvQJ/p8PX1UJXTmHAe908whsHnVzQ+QAhPAa8LptzU+FBh96LGByeJIxs/d5vRpa7Z1W/AshfA4wRTOFy9GH65H1a+gksXwgP2c5l8+g38RXrbA6Kuwc3CHWUUbviNioIsZroWEKbz8HLak0yLruOcDZeiGkLQKBqUqHQ0Z73d+HBg82cQHNf4/8PPhJB42PZt479xVN/Gk8cNAlc9lG9r/Dk0ofF6bkaXumYrdsCq1yEsqXFU19F3Nj6k3P7dvoeSOiPlGSfz9WsP8z1T+eiGY+UBSRdQWufgu43FrN5dgTH3N45yL2Gudhk6fLzR/3nC+k1i7tKzMNdl44vKRHPGq5A0Bta81fi5GhTV+FBl4Emg1Td2ngVFHfL1elOC+VfgSlVVp+35OZnGhDNGVVXrnm0zgPdUVU3d87MeqAXGqKq6ow2vcdAbcl1+DWtXL2Nmxbv0KfmBD6f+QEhELIaCpWQXlvBcyUBmj+rLY2eOkOGxXZzXp7I2v4bschvbS63kVzewLr+Gs11fYVIdfO+bSK6Syk3BvxKvsxKs9ZHkLaIoZBgLoi/gmuK72R09nRP+enez5+8qXyI7Sq28sjiHdH0Np5Y8zc+pf6chKIkam4PcShuLs2sYGB/K/XOHMKlvdGeGKw5Tlc3J1hILW4stbC+uRq3chd1uZ6ElEZfHw2AlHwMekgwNuE1R5BoHMUKXz9GeJWxR+nPt1TcRHnTw8kld5Zq1u7x8traQuPqdjN35NGvSLsOXNgVbVSF2ay0rq8ysza0gNDyaFy8cQ2asf5/UivaxONysyKmmzOJga4mFrDIrVO7EZ6+j3BfK6dolJBicvBZ8BbO1qzjN/gX9nFsBeHTkT1ya/TdCnOVYQ/pQFjWOVX2uZahtKX2y3yekPp8GUxyev35PYvjBRZy6yjULsHRLNqmrHyF196fURwxi/tFfELTrO7aWNfBycR9uPmE4V07vKw+euwBVVdleamVXuY1NRXXsKKoitnIZvvpqXD4tyZpqvg85g7H6XC7xfMog5ybMPhsbE87AGpTK1Jyn956rNPUkdh31HIlbXyVz3X/3bi/7ewnx4UEHvXZXumY3ZReS8d2ZhNY0Jsbbr84nbMt7xKx9Fp/Pi8ZjZ5tpDJfarqN/YgTPnjea+DBTZ4Yu2sDnU9lVYWNdXhWFNXYKaxxsyS/jFMsHXKH9gT98w/jAeDb2oCT+bf8POkUlTLUR7Knhq34PUR01msvWnMraE79m0tixzb5Gb0ownwQMqqreuN+2WmCaqqqb9/x8I3C8qqpz92uzHrhXVdXv2vAaB70h520p5a0luRTV2tGqLoxGM06Pj9gQI0OSwjh/YhoD4kP98ncUgeFwe3F6fBRUN5BdYcPjVal3ebA6PLi9Pursbnw+lVq7G4NWw2Nnjmj2hqGrfIlkV9h4cUE2pRY7FruHqGADXp9KTIiBxAgzJw5LYHhyuNz09AA+n4rN5cFid1Nnd1NhdWJ1eHC4vVgdHiwON0adlvMmpBIRZDjo+K5yzVbXu7j0zZU4PY3vt2CjDqvDTUyIkXCznuHJ4YxOi2DmoHjpuezC3F4fLo+PrHIbpXV2bE4vtQ0uyq1OPG4XqrWcal0MFVYnXp+K3e1FVcGg01BudaDTaNCoPnQa+NdpI5nYzAOwrnLNAsx6ciE2pwer1YJeryc8JIToEAMjUyLk3qCb8PpUqutdFNQ0kFdVj8Pto7TOQWWtlZq6WlIatrLZPB57gw2vx43DA3VuLQ1ulT6aUsqJwutyEO8rZc4JJzU7dL8rXbOXv7WKNfk1GB2VxKlVbFIbe2SNOg1RwQbCTHqGJYdz9MBY5gxPRKOR+4TuxOdTya9uwOb0UFRrp7bBRXV94/1Bnd2Nx+2iwQ31Tjc6WzEjhg3npln9mz1Xb0owXwXKVFW9d79tBcA5qqou3fPzPcBgVVUv3K/N78BLqqp+cMD5HgQeOPB1usvvQ3Q9Hf0lItes8De5ZkV30xWv2T/3yUO73snnU3F6fJgNzQ8j7YrXLDTG7fb5UFDkwZ04yJFet93piqoBDhwvEwRUt7MNAKqqPqiqqrL/H79GK4SfyTUruhu5ZkV3czjXrKIoklz2YhqNcsjksjMc7uesRqNg1GkluRQdojtdVTuAvWWsFEWJB/Q0zsM8VBsd0A/Y0EkxCiGEEEIIIUSv1Z0SzC+BCYqinKgoSiTwJPCxqqqu/dosBEyKolypKEoY8BCwUlXVks4PVwghhBBCCCF6l26TYKqqWg2cBzwHFNE4FPZWRVGOVhRF3dPGC5xB4/IkZcA44JKABCyEEEIIIYQQvUy3KfLTGY54YVrRq3WlSnFCtIVcs6K7kWtWdDdyzYru6EivW50/g+kJZKK+6G7kmhXdjVyzoruRa1Z0N3LNikCSBHM/h5Op73lK1KvfxfI7aPTnUO3OJNfs4ZHfQSO5ZrsX+T3INdvdyO9BrtnuRn4PjY70uu02czCFEEIIIYQQQnRtkmAKIYQQQgghhPALSTCFEEIIIYQQQviFJJhH7p+BDqALkN9Bo+7ye+gucXYk+R006i6/h+4SZ0eT30P3+R10lzg7mvweus/voLvE2dHk99DoiH4PskyJEEIIIYQQQgi/kB5MIYQQQgghhBB+IQmmEEIIIYQQQgi/kARTCCGEEEIIIYRfSIIphBBCCCGEEMIvJMEUQgghhBBCCOEXkmAKIYQQQgghhPALSTCFEEIIIYQQQviFJJhCCCGEEEIIIfxCEkwhhBBCCCGEEH4hCaYQQgghhBBCCL+QBFMIIYQQQgghhF9IgimEEEIIIYQQwi8kwRRCCCGEEEII4ReSYAohhBBCCCGE8AtJMIUQQgghhBBC+IUkmEIIIYQQQggh/EISTCGEEEIIIYQQfiEJphBCCCGEEEIIv5AEUwghhBBCCCGEX0iCKYQQQgghhBDCLyTBFEIIIYQQQgjhF7pAB9CVKIqiBjoG0b2pqqp05uvJNSuOlFyzoruRa1Z0N3LNiu7oSK5bSTAPoKrynhSHR1E69ftjL7lmxeGSa1Z0N3LNiu5GrlnRHR3pdStDZIUQQgghhBBC+IUkmEIIIYQQQggh/EISTCGEEEIIIYQQfiEJphBCCCGEEEIIv5AEUwghhBBCCCGEX0iCKYQQQgghhBDCLyTBFEIIIYQQQgjhF5JgCiGEEEIIIYTwC0kwhRBCCCGEEEL4hSSYQgghhBBCCCH8QhJMIYQQQgghhBB+IQmmEEIIIYQQQgi/kARTCCGEEEIIIYRfSIIphBBCCCGEEMIvJMEUQgghhBBCCOEXkmAKIYQQQgghhPALSTCFEEIIIYQQQviFJJhCCCGEEEIIIfxCEkwhhBBCCCGEEH4hCaYQQgghhBBCCL+QBFMIIYQQQgghhF9IgimEEEIIIYQQwi8kwRRCCCGEEEII4ReSYAohhBBCCCGE8AtJMIUQQgghhBBC+IUkmEIIIYQQQggh/EISTCGEEEIIIYQQfiEJphBCCCGEEEIIv5AEUwghhBBCCCGEX0iCKYQQQgghhBDCLyTBFEIIIYQQQgjhF5JgCiGEEEIIIYTwC0kwhRBCCCGEEEL4hSSYQgghhBBCCCH8olslmIqizFIUZbuiKA2KovygKEp8C20TFEWpUhTl6M6LUAghhBBCCCF6r26TYCqKEgF8CvwbSAWKgBdaOORlIKLDAzsCH67MJ6vMGugwhBBCCCGEEMIvuk2CCZwCbFVV9X1VVauAB4G5iqKEHthQUZSLADdQ0Lkhts+rX87j/JcWBDoMIYQQQgghhPCL7pRgjgDW/fmDqqpFgB1I37+RoihJwP3A9Z0aXTtV17v4zXgbD3hb6oQVQgghhBBCiO6jOyWYYUDdAduse7bv72Xgn6qqlrV0MkVRHlQURd3/jx9jbVVWaR0rfIMIo566BndnvrTopgJ9zQrRXnLNiu5GrlnR3cg1K7qi7pRg1gDmA7YFAdV//qAoysWAoqrqe62dTFXVB1VVVfb/499wW6Zb+RITNduJ0tjYVmrpzJcW3VSgr9luadev8GA4bPgo0JH0SnLNiu5GrlnR3cg1K7qi7pRg7qBxmCwAeyrI6oGc/drMBObs9wQnHVigKMqDnRloW+hqd1OuS6TKkEJWuS3Q4QjRs3hckLcMdvzU+POXV0N1DthrAxqWEEIIIURP150SzC+BCYqinKgoSiTwJPCxqqquPxuoqnrJAU9w8oBjVFV9MDAhH5rRUcGG8Fl8mPZPCmsaAh2OED3LkmfgzdmsrNTxaNg/+PCENfgUHTyaDnlLAx2dEEIIIUSP1W0STFVVq4HzgOdoXKLEDNyqKMrR3XG8eZCzHFdQPMerf2CpKAx0OEL0HB4X6uLH+S3mAs7eNo2Xyofzj693cPtnGxr3v/0XqO3SBaaFEEIIIbqtbpNgAqiq+oOqqv1UVQ1SVfUMVVUtqqouPNR4c1VVM1RVXdjJYbbJFsMorBGDmF34HKGV6wMdjhA9R20eitfJ3wpncOKwRLIeOpEvrpvC59kaMh3vYokfD4v+G+gohRBCCNETqd2u38vvulWC2ZO8EXQJtrhxuEJTMVqlN0UIf/GEJnO57r+cPW04L5w/Br1Ww5i0SFbeM4t+8RFcXXUelkHnBjpMIURv5qqH6t2BjkII0RH+eApWvhroKAJKEsxA8Hk5vvYTYrQ2NFHpRLlLaXB5Ah2VED1C3oqvWVMfxY2z+qPR7BvcEBdq4tsbp9EQnsnty/T4SjYFMEohRK+26nV4dhQUrgl0JEIIfyvfCkVrwFoa6EgCRhLMQHDUcaXjTSK1TkyxfUlRKiiqsQc6KiG6v7Kt9PntWub0DybcrD9ot0Gn4dlzR1GZtwXNy9Ng8xcBCFII0etNvQkSRkDx2kBHIoTwN2spbPgQfvt3oCMJGEkwA8FeA4A5LAbD0bdyj/4OCqSSrBBHzL7yLZb6hnHqzCmHbJMeHczJx85kmWYM6tavOzE6ITpJyUaZA9TVVe4CUzjYygMdiRDC32zlEDsYqrIDHUnASIIZAJ76aryqQnBYBOiD6BcBhdWSYApxpOq3L2B90GTGpUe22G7uyCRe8JyCuu1bsJZ1UnRCdIKiNfDydFjwUKAjES157zRqy/Op8egCHYkQwt9SxqEOnIOnclegIwkYSTADoMFaSw2hhJmNUJvPB9XnUl1RHOiwhOjenDYMDaXEDJuJojRbWHqvmBAjGaNnstE0Hmqk0IboQbZ/3/jfvGWBjUO0yFdfyTW1F/G0fU6gQxFC+NupL/J5w3CU+krK63pnB5IkmAFQFT+F8c4XCTPrISwZH1pspdn4fCoery/Q4QnRLeVaFSY4X2DoyMltan/xlD6cWnMTecHDOzgyIdrJaYVf7od3T4cHw2H34rYfG5oIJz8Fl37fcfGJI+O2o3E3oMVLeMXKQEcjhPCn8m2oGz7mmfUKf3XfxfLd1YGOKCAkwQwAW10VYUoDoUYdaHW4ghMpzdvJsU8t4pgnFwY6PCG6pd+/e4fj++gZnhrRpvYD4kMZkRRMxTcPQE1exwYnRFsVrIQvr4GQBLDtGb6dtxR83rYN5x5zMYy9tHEJjF48/6dLa2i84cxUijmv6OEAByNEF/XmHFj8eKCjaL+sX3CveI2CBh3FUZPIreqdRTwlwQyA0A2v84Lxxb1LKBhjMkhVKsipqKeg2i5LlgjRXtYyzsm9j7kp7fsgP2F4CpGFv8HmzzsoMCHawWGB14+D7d9RPuBcyi+YT871RfiOurOxGuHz4xt7Nw9l8ROw9h1QFPj6etj+XefFLtrOHMkbff6HJ3oQUb5aHPKdL8Q+HlfjUP+8P+C3/wQ6mvaryaXGlEqoQeFd7+3YS7YFOqKAkAQzAHwNNTRow/b+rMy4gxsuv5Q/oh/iE8M/WbijIoDRCdHJdi9GXfsu3qrdUFd0WKcoWPkVxWo0QybNbtdxc4Yn8qljPK4NkmCKLmDnPFR9MH+N+5QJjy9jwsPzmfnkIi54bQX5Q68FZx18cfWhj9/2DfgakxVfaCJYZG5/l2QIYoVmJFGJGRgVN5VV8p0vxF4bP4Ivr8GTMBo1eVygo2k/SzElvkj6xocT58zHa+mdlaIlwQwEew0O3b4Ek74zCN78ASn1W5ig2cGKTTsCF5sQnam+Et6ei/LNDfz9yVfhqSHU5G9p92lc6z4iN2QUyZFB7TouIyaYbTHHo63aLkVRRMD5NDq+0x3Honw3fzu2Py9fNJb/nT0Sg07DrOfXsHX8w5D1M1RmHXyw0walmyF1IuUWB6+sd7JjZ+98ct7l5f7B9QW3EpOQBkBtWWGAAxKiC9nwEQsjz6Rf7u3cENwNh8jaa8j3RJAZG4xbH4arvjbQEQWEJJgBoHHU4NaHN9247l0IS8alCyGz4LPABCZEZ9u9CIAbvLfg6HsCTlXH9l/fadcpHPYGfNYygqZde1ghTBg1kq+Nc1seeihER1NVlukmcEvN6Xx6zWT+duwAThiawOljUnjjkvFcPDmDM5ZnUjPrMTBFHHx80WrQGSFhOE/9mkWeGoevKocKq7PT/yqiFdZSot2lhIVHcJ7hefKJC3REQnQZvrpCPssPBqB000Lsi58NbECHUl8Jv/8PvAcMcb/sJ77VHUdyhBmfMQzVXhuQ8AJNEswAWJJwEZsiZzbdeHcx/H0LpUOvJLNhPT6fLJItej5H7CiucN2KcfipvHLFDLYNvonIgnm421FN+dMNFczxPsmIcdMPK4bTRidzV91p1C98SoqiiIDxvnMq3/30PTOHJjM+I6rJPq1G4d45gxmVGsFN24ei6k1gKWl6Ap0JJl2HT9Exf1sZ0+dexm2a29hSXNe0nb0WVPl+CSinFatqJsSowxqaQY08AxCikaqiWkqoN0Sz4u5ZxCgW1MX/65qfWZYimP9PKN2wb5vPC3WFlNY5SAg3Yel7MjmuiICFGEiSYAbANv0Q6sP6N92oN4OiEJExgmC1gcKa3ll1SvQufxR5+dU3ljtPHAjAoKPPp04NZt7Gtg8Zc65+j1uG2DDptYcVQ1KEmYn9EmiozG98GilEZ1NVyF9BWY2V/54+otkmiqLw6BkjWJ1bQ8nHt8C3N+/b6bRC7CCYdR/bSi1U2pxMGTGAkMSBbCm2NH2dR9O7Z+GMnsRpxaKaCTHpeMx2D4nZnwQ6IiG6jFuT3iN9xHTiw0xMm3kyQZ6arvnwN3EkpIyH1W/s22YtgaeHUV9TSlKEGeuk2/jdMxinxxu4OANEEswAOHvXnQzxNj83Jmz06Vymf5SdZTJcT/RwtnKO/WY8p/XxEBdqAsCU0J+FE1/j9WUFbTpFTn4+V1Q+xqTgktYbt+DaGZncZTsHddOnUL79iM4lujaX08nj363jf7/sRO0qT8UrdqD12knJHEZksOGQzdKigzh5RCLPu+ZA1jz4+CJwNcAjKfB0Y2K6LLuKYcnhRAQZeKn6cjy7Fu47QX1l43+L1nTgX0a0xhfdn589owkx6tBqNKgNNYEOyT9KNsDS5xvXbt01P9DRiG5IbahmWbGXqYNSAZg2ajC7ffHU7Pg9wJEdoDILvry2cVmo/es31OSiao3kOoLpHxdCdOlijtJswOrofZWiJcEMgAH1awjTH/rG5ujISooKuuDTGiH8qWQjNiWYlIyBTTaf0V/DycXPUW1ztHqKglWNi8kPmTL3iEKZ2DeaZbrx1JlTYdVrjRu9bihed0TnFV1P1sofuGnVcXgXPs7m7PxAhwOAb+07rFIHMXvymFbbXjw5g49zDJRn/KWxauwLExp3HHM3Lo+PD1bmMzkzGgCNIQhXVe6+gwtWgCEULpSqyYFUn3Esr3nnEGzU4TGEgqOu9YO6uuL18PJRsPQ51NBE1MgM+PB8+Ple8LV9yoPo3Rw//IObXK8xKCEUgD4xwWwyjGZHSRd7j+T+AYUrcadNwzb6yn3bi9ZiixyCUa8nKdxMaN4vzNUswyYJpuhwXg8m1YE+KOKQTW60v0RU9jedF5MQAWDPX8tmbxqnjE5usj0zMYbLdT+yfu3yVs9Rl7OKneFTMcT2OaJYtBqFiyZncIN6O+qIs+FfMfDyDHjl6IMn8Iuup2zLvt65VjRUFVGuieUa4zx2Lf6ogwNrm90ho3jRcwrDUyNabTs8JZwzxiRzm/0S1Et/hJHnwfmfwqRrWJNXQ05FPZdOaXw/KBFpmOqLcLj3DM9KnQhnvYl1yzyor+rAv5FoiXvr90zWbCHUqEM1hqNxWlo/qCvb+g32sp28E3srUz0v0afiSU56p4Cd5hGw9DlY9GigIxTdhKssiyJNEskR5r3bfh94N18ys4WjAmDTZzDoZF5Y72HY92l8u2HPklA1uZQZUukbG4xGo6A3hxGsOLA5e999hCSYnW3PF4khJPKQTVwhyRjqD289QCG6i/q8texQ+tA3JqTJdiU4mnJTH3av+qnF44tr7fyvegpBs+7wSzxXTOvLGksEv9XEg88NHjtc8j14XY3DEEXX9eU1jV/4ntarpbhqS7AaYtmdcgoppV1jGN9HdcPw9J1FqEnfpva3Hj+QtaUe3ilKgpn3wIDjAfh5aynT+8eQEN445Dworg/JlJNTUd94YEgsX9cPwfHZ1WSv+61D/i6idYYtnzBDs5Fgo46ixONYrh0d6JAOn70G9ZOLee67lTxTPZmzxqVw3oQ0RmdEc/zy4eQGDYdF/20sfiJEKzS2UpSIZDQaZe+2cYk6wrO/7TqFflQVSjfhSp3Cx6sKuE77FcWL32zcN+FKfg4/i8zYxvsajTGUcI1DhsiKTqD6+E2ZiDEs9tBtwlMJcRzZnDIhurrfY85mXcxfmnyR/EkdegaT636gut51yOO/XpePLrY/KSOO9ks8saFGTh2dxG1f7cB982a4fhVkTIPXj4cNH/rlNUQHqc2Hn+6EnS0/lABwlWzFF5GOPmEQUa6igM/DVAtWMnTtA8wZntjmY+LDTPzjpEE88M0WftpcCkBpnYOPVxVw8eSMve30Q//CevNkdpRZGnt5nxrOZyuyKVDjWLVW5mEGis9hxYaZIIMWW9os5vvGBjqkw6Zu/BSbEsI800n8cssM/nbsAB45fTgPnzacz66ZzKmWW1kx/J+gaaEI26bPoKG684IWXZOqYnZWEBqb2mTzqGgfd9sfo6GmOECBHcBVD32PYrMnjep6F+cN0pFQuQyP1wdxg1lmi6dvbOMyKxhDMWp8WB3uwMYcAJJgdrbgGK5x/52Q8EP3YJpiM4jylOHyyLwF0XMttvclNHV4s/tip1xIgz6KD5fsaHa/qqokLrqT58Lf92tMd580mJoGN9/nakCra9yYNqlx7promhx14KhtXBvS0vINiMPt5f9s09FNuorItOHU+UxU2QK7RkTF+p+Icxdy/NCEdh13wcR0BieGcc17axj+wDwmPTKfsemRzBq035qKfWdQkjKb7aVWKN2EqtGyLM+GPiYTpTbPz38T0WZOK25tMIqikFG/ntNs3fQBVkM1/HQX/3WdxQsXjSPqgAJV4zKiuGn2KK7cNJjKkvyDl9b58xyfXw4//UOmI/R2qo8nQ+8gKLnpfUGffoNpUI0UZq0PTFwHMobAOe+xqsrAsORwYvuNpr+az46c3fDSVJSyLXt7MJl4NXeGPCRDZEXHc1TmMte3kLAWhkLFjDuD69w3k1UulWRFD5W/gst23UjfmKBmd2ui+5B30nu8tryEBtfBH8wFVfUcqy4jYcyRFfc5UKhJz90nDeLWTzewu3LPsMLoflC1y6+vI/yotrHi8GJnJtaKlpOmrDIbq3wDSR86hdgh0znP9x+y/xw+GiDu3UvIDRpx0M15W3xx7RRumtkPq9PDaaOTee2v45qOCLDX8DfrkxQVFcL276mNGIZXVYlPTifYXU19L7zp6QpUrwu3rvEGNMpVwvGexQHvST8cqurj47BL2J1+NoMSwpptc/HkdAbGBWF99wL46a6DG2z9uvHhUN8Z8PpxHRuw6No0Wr5wjCEuLr7JZoNeR5EuhdrczQEK7AA5iyDrVzYXWxiWFIYpeQT9NUWUbvgV1VrGYkvcvgTT6yJdXycJpuh4jry13KL/lDCz7pBtgiPjcYX1JbdS5n2JnkmtzSfcXUZGbMgh2/wlqY5/KG/x6bKdB+1778eFhCgOIvpP9HtsVx2VyfFD4jnmiYVk3PU9z+8IwVuyEWwVfn8t4QdRfXl/+FvsdMdRU7K7xaaVG3/i/eCnMBu0aDUKJ0fkUlSQ00mBNsPrIbpmA77USYd1uNmg5ZbjB5L73zk8dc4ojLoDhiGaIsi0riKm5HfI+oWfDMcyuW80ocfeyd3uyyioke+YQPh12icsCjoWgODwKEKVBurs3W8IXZ7dzF1ls3j0zJGHbKPTarhyRn/+ZrsIdds3sHPevp2qCitehik3QnR/KN0oczV7Mc+a97jB/n+kRJoP2mcJ6Yu3vPkRTZ1u3Xuw8ye2FtcxNCkc4oeSFz4Bbd5iasMHodVo6BOzZ4hs7h88W3O9zMEUHc9pq8aqBrXYg4nHxfeuS3EUbui8wIToRA21ZVT6Qun754dwM/TBUZyqLCLr1zfYVLivRLnN6WFq1mPYooehhMQd8vgj8cy5o7n1uAEA/F9ODJc5biG7tvd9QXQLhiB+rkvmK+9U5plOPGh3pc3Jwh3lqKpKTf4WknX7Robc6vo/dDmBK/Rjt1az1DeU9JEzOuYFFAVP3+MY71pG+fR/8Vp2BGeMScEcHoM+KJLiWnvHvK5oka+ukAhj4/+HRsQQRgOVbRyq/fOWUo55YiEF1YF/OOB4/wLOji8iNar5kSh/OnpgHNqEoSyPOBk+OLux4rOrvjGZPOE/MPYSiEwHnwcsUuCwp3F5fPy4qWRfNetDsBVsIhJLs9fT1lH38bhySQdF2E7lW3FFDySnsp4hSWFgDKV4zjtoLYWsc6Vw0vBEzIY9D/uMoZjVemwyB1N0NFd9DVaCCDK0MOFdZ0CrgKtK5siIbkBVwd2+G1VLZQnVhDcpRX6QsEQMYy/kLuNnXPD8PH7e0ljM5PGftvOf4LswX9hxS0wYdBpunNWfXQ+dyKYHT6AueQbvr+shi6H3NKvf4PLiB1CSRvNlTeZBu1/7fTeXvLmKa99bi7dkM7rYfnv32UPSUGpa7vXsSAsLvNyivZNJgzM67DVChhzHHO1Kzv7FTLZNz7FD4mHHj3zP9VRYAzv/tLc69Y+/MErJAsAUkUAxMVRZ2jBU2+Mif9kXlFZWcftHKzs4ylYUr6N/zSJmjBzYalODTsPtJwzirvLjUTU6eDwTHk6Cf0dD+jQIjsFpjMKrD5bpCD3QkrUbsHx8Dde/t7rFdvbqQiy6GMLNB3fA9EtLobCsDK8vwEPJvW6o3EmOJgOtotA/vnEU1sS+Uaz0DeTF4v6MSYvY194QghYfdntgp2IEgiSYnczTUIddE4KiHFw5c382UyJKXUEnRSXEYXLV43rrFErevBinp+1Dm3IN/dluGo1O28pH0ISrCAqN4P7In7n3q81Me/Q3tiyfx8OnDkcbmdrysX6g02pQFIVH4+czYPUDTb/cvB5Y/AS4HR0eh2iBrRzcduamOrin+m7UAwqF1OSs5r991rM6r5rJbCRq5H69nFF9CbLld3LA+zhWvMFFKRXoW3sfHIlBc1g67N/keiIJNekab94MIUSoFkkwA8HnRe9zohgaR28osQO5JOh5KhpaL+pXtuAlrij8B9tMl5FW9D21DYeust3Rajb/zFpfP0aNmdCm9pP6RtF/wCDOi/gA3/EPQ1A0zPkf6BuX1Lnpo/Xc13Aum+ubn8spuidVVala+THn6BZiyvqOvKpDJ1q6mmycISnN7hukL2Ol9gqKS0s7KtS2qc4BQwh/WBMYEB+6d1qCUadl6Dn/5JjjT+GUUfut7W0MBcDT0M3Xuj0MkmB2so2Z1/DvoGYmuh+gcS3MNpZk9nnbtP6bEP5mX/UuhrxF3Jc7nFd/avnp5P6W6CezNunc1htGZ6K59EdOvulZrh3i5CPu4jPjvxhX/ukRRN1+KZlDmMUKdpTuV3hr1y/w278b18wUAeNpqKXGZ2ZoagxTlY1Ule8bYmdxuDmm7G3OLXmMRecYiRl/Jqa+U/buN8ZmEucpbiwv3+mBuziu8AXGRHfw9aMzMvbU63nuvDH8ceeexcqDojCpDqrrpJBcp3M3Dm3VmvbNP59uyMJaU9nqobYt8/g+5EzU6bdxsf43lmZXdViYrbHuWk6ecVDLo1D2oygK9588lJUlHl51z4Y7cmD85QC89nsO87aUsTrmFP63tvsVOxKHtiavhq9KY3BGDeRW0zcs2FbWfENVZadhKDXxU5vdHZncHzdaynM2dmC0bRA7EG7fxVdbazllVFKTXbOHJXL9Mf2aFmwLjuXbgf+l2t22NY57EkkwO1mDrY7QZrr/D1Tb7zQWOVsfegLA8hfhxcMrEtGp8pbCj3e1ezil6Lqyc3axSjOSv4xM5pw157atEqLXzbAdzzAkvI031mGJmAwGLi37Lyn2HTDgRJQpNx5Z4O0UnDaaWKWOzVl7hm+56uHrG2Dk+XufUIrAcNfXYlPNZPTJxKsqVJfk7t23O3snG9R+qMnjCf7kXEzH3AZRfffuN4w+h0tdd1IRgKVKrPkbMasNJI2Z3eGvZdRpmTsyad/QM3PjMlkuW+ASlF7L1Zhg6vdLMO+1/ht92bqWj/O6Sapbi6/PDJQxFzOMXZTkBK6q5h/eodT1ndOuY9Kig7j26Ewe+XH73nnRpXUO/vP9NmYOiuPJ0ZWMzXmpXaNhRNem/voAY2O8GC/5muzEOazJO8RnjqLwjOEKglKHNb9fq6dUm4StaGvHBdsWu+bjdTvYWWZjVGpE6+31JkqSj6fKdejCnj2VJJidbOL6u/mr6+NW2+mGzuXrhmGtf9CqKr7l/0e1Lm7fsgpdVfJY2PIFrP8g0JEIP8n3RpMbNZUpU6cRq1Yz/5fvWz/IVsbs6vdJjzK1/YW0Orjmd7inDM7/CLSd/DQwMgOnxkz5zj3znvKWNo4aGHwyvP2Xzo1FNFGbOJWFvpFEhQRRqUTSsN9SJfasxVys+xXlil9gwAmgNu2pjI6Jo0YTTkkAit0UbV1CvpJI/+T41hv7W1AMSzJupNIptwCdzhjKy/H3Q3D03k0NunC81parVFeWFbPak8mwybMhMp1KYxrmksDMw/R4fTxSOZ0+o49p97G3HT+QCyelccmbqxh470+c8dJSJveN5rWLxzEw1MFsZRmbi+paP5Ho+jxORhZ+QL++mRCWSPmIq9lVeYgpJVXZTCt7v8XCf5agdHyVHTBHV1UbRwL+fB98cC7M/1fjQ+QDVe+G904nOzsLj9fHoMS2Dec+eeONxNm2+znork++XTqZ1mXBZ2z9okz1FvGA7m1K61qZ31W8Do2lkIcKR6F9fjSuxU/5KVI/8/kahwb1mQEVve+N1pPs30v5qTqLXZkXE5MykKyQcWi2f9368XVFuFUtiYnNz7Vokb4dSak/abTsGn4LS0q1jX9/RQMTruT77VacuStQfQEYYikAKE6dw0JlPCa9hpWmqVS69xueVLqJ0qD+oChw1ptwQNVhrdfBVsMl1Bd2fk9Qwe6dbI4+oem6lZ1FZyBn4BUUO4yd/9q9nSGIxfqpmM37bqRdxijUhpZ7k9dWG7hJ/wAZibEALB31GD+7hrd4TEcp+uN9zvJ+z/iMqHYfqygK/z5lGLccN4Dp/WM4c2wKL188Fo1GwRCZQpJSze4Ar00rDs+Baz1as5ehqjB47FEATKj7mZOq3sLXTKGehoJ1nO79kb4tLF22q/9l/ODz42i9+kp4/2z432Ao3wZFa6E2D35/Ej677OD2X10HIfHMLw9lZGpEs8WImhNt2YbZ1foQ+J5GEsxOpnNbUduQYIbq3Fyqm0dJVctP8tSGan42n0Ts9EvRqx4Mvz3op0j9bPdC+N8QCE+Gsi2BjkYcpid/3sH4h36lyubEUpbP4OzXOW5g45N4V+I4gutaf7poKc+jjMgW18DsihKP/xvL6hPZlVcA6VMpGncHj62ox6g6WLktcJVIe7vwda8w2ZiLoih8nXgzGwyj9+4LqdtBfcTgQx+sN+NSDNgrO7/QzwO201GPuqPTX/dPk7OfIcnaRRYu701KN3N72Z2EGPcNmfMYo9DaW0gwPS4Sf7qcmZlhewsEhvYZy/rawDxwUzd9xogQC6EtLbfWAkVRuGlWf16/ZDx/P27AvmXbwpIx46CkvNyP0YrOkFNhY+YDH/HL1n1zLK2/PsZKzUj67HkokqCzMZFNFNcdPGLEkreZPDWBtBaWvAnpP435tQn+CVhV4c0TIWse3ybdzLDns5lWfisXm57hh9Ev4Z7yd/C4GjtHACp2QP5SOOkJFuwoZ3q/mDa/lNcQgsZl80/c3YgkmJ3M6LGhmMJbbadEpAFQ18rC4ZvM47i27iLOm5DK16Neadxo64Ifzlm/QL9jWcB4ijV++oAQne73rfnU2hq47+vN5K76nvN0CxiT3vhBa5x0Obc2/BVLK+s9VVXXkKMmkxTetuIQXUVUkJ5PQ5+m/1vD4aF4vl5fhDGysRd2wxa5UQ+U+KwPGaRv/MwbqS8gqmjB3n0hzlKUhEPM6dmjVh+Pp7ZzK3aXZa9joHUZQ5MCVzEzoXIJcU55MNLp6svJdGcRvF+CmTXmHt5R983FLaxp4Jlfs/aOFnHVlTDctoQzhu27XoaWfcWD7qeos7cyl33JM2D1Y+VNt53YqlV40qf575x/CkuiIHgo5ZW9r7enu9u96D1Wmq7n65U79277vGE0BaNvR7tnlEZIbCqJSg05zfRQqyXryDUOxKA7dFoySFPEi+77qPbHnHlbGWplFjd7/8b/igYzPjORy6b2oU90EHeui+byX1V8r86EZ0bCg+Gw5SuYdgsFcUezcnc1c0cmtfoSexlC0LslwRQd7IOwy7HGjGq9oSkCu2LGXtnyDUD14lc4NtlNenQwJ0ydgEU1U13aBW8aSjbiTRjJpb/ClG1ndIlFokX7uDw+bqn+NzvMl/Pj5lIKd22kOjgTzZ4lFjIy+lGpi2NzYW2L59kQO4cHwv4VmKGBR0JRMEclAlBz4os8/WsWN80ezvqUC9lc4WnlYNFRtG7b3mkHI9wbmFL6LgBur49jHY9hGt7yHNkGUwLaTl7cPW/JZ/w96McW5xt1OFMERrcl8OvK9TauBuwYm/RgBsX3ZZctCFVVUVWVC19bwVO/7mRVbuPau5WlBXhUDUMy++w9JjIikvGaneRXtfBdums+/HI//PKA38J37FyI16eSOWmu3865lyGI36Z+wAZLAN8X4rDM2nwnAD/vsmFzevD5VJ6rm0bmsH3L2ChRfUlSKskvPXi+sdPhoD7s4HWM9xcfG80kzTYK8o/wHldV2WI1k+l8H/2I05l/ywzevHQCl03rwz9PGcaX100lt9rB7b6b8KXuiT9uMBz7AC8uzmVMWgT949te3M+efgwFvkgc7t5VvEoSzE72izIZJTKt9YaKwu6Q0dTaWvjyaKjmqJ0PMyKqsQs/IzaUqcpbrPdk+CdYf1FVKN3ELm0mBq2GK4J/Z+PmAJeaFu22ubiOj7wz0apuzonciaFqG5Ep+yod6xRYor+Bim2/t3gee9E2+oV2z6U9os99kaNczzL6ywiiggzMGZ5IycR7WWWJCHRovZbeY0XZU8lXF5FMuLuxN7OoMJ94XwWZcS3fCGSnn80ytZPnslXnYA/r2+p6yB1JExRBuFKPpbUeMOFf7gbq1aYJ5oDS73mdf1Jd72JLsYWiKgsnx1bw8arGnvXasgKqCSc8eN+QWH3SSJKVSopKDrGcmceF+uG5/BHxFzzbf9hbvfZI7ahy8SXHMDwt1i/nO9Bw7xaUyh0dcm7RMVS3A5eqoyphGlfp57FgezlVJTn8V3me1DDtvoYJw9kaMpny0oMf6D0e9whlfU5r8XV0Eak4MVCVf4SVZH+6i21v38SkvtE8fuaIgx5294sL4bNrJ7O4NopHg29DvfgbGDSHNXk1fLiygDtmD2rXyzlm3MdC3+iD5qj2dJJgdiZXPffW3EuCUtOm5vNGPMNC36hDN6jKRkUhMqPx5khRFI7tG8TmFb/5IVg/UlU49z1+saYzNj2S6zRfUb1jaaCjEu1Unr8TT3gaTP0b/9G+yrjIBtKmX7SvgUaDWx+Op6TlObbHbL6T41newdF2jMTIUO4893gAHjtzBIqiMKR2ISNti3F5pNBPp/N5sWvDIKhx2Y2wuHSivFWoPi/uNe/xnOn/iAgytHgKd+ZxLHQO6IxoAXA47PSpXYYueWSnvWZztAnDqFODqZUEs1OpIXH85h1FiGlfghkZEUlfTSm5VQ0s2pjNw9HzeN56Mws35WBzethVbmG7aUTTBxJRffChwVp8iGQsfxmqz8u1pX+hwqmjbuX7fol/XsNAfkv/Gzptx9w+Dtr1GjM9f1Db4OqQ84sj4GqA3CUHba6wwwDnO3hm/pPb1DdZuW49ub9/xDjtLuIj95sGoNWzcPQzrLEc8NCvoRqlZAN9Y1vpudZoqDQkYy/d2XK7lthr8a16nR+s/fZ+hzcnLtTEC+eP4d1leRz9uY87v9jCGS8tJTbUyMQ+7StuFV62nAnKNv6/vfsOb6u8Hjj+fSVL3nuPJI7txNmDkJBFwiaEvcreo+yW8iuUQmnLaGkLlFJm2ZswGsoKMwmQQBKyt7OceMR7T9mW3t8fUogT27EdS7qSfT7P44fo6ureI3Es33PfVdcsBabwlKZqjnKsISK4ZwPzh1vLiSjvuqWvsXQ7BY44Jqbvnxnx/MQirsm9ff/AZF9gMsHQWSzMbWLmsDhaQxNpqfZulzTRd1E75nOb/VWYehMBEy4k6rbvIW3SAfs0RGZhrdre9UG0JtpWCNHpng3Wg04dl8zuh09l1nDnHfzE6jWcYlpBUScTFwgPM5n5y4j/Uh/pbEmPT8vEquyUlxRC8QZKQrK6PURG63Z+Wfdkz9ZwdYOtOVuw6BbGzLnWK+frivXEP/CSPp0quZD3qsbUmTzQdhlhgftbdsxRacSralbuLCZu/TOc3+AsBuda1/LZhiL+VZjN7mOeOPBAZgsLE64gt77z9fX0+nl8zVFcc8J4Pg47n5W5bhjXqDVpG57k2MOYALynAmOHkKrKyZNhNL5n2VPwylzY9sUBm/fm/MQ0y07isybRED4U0+7FhOd8QEnmeZgPuhExSW0loeTAXk6O7V/zu9qHGNqDIQO7kuawo7HriYC6o1e/RoFOYPiMs0mLPvRxpgyN4dPbjqaoupl5K/M5dWwyC++Y3eueJyE5H3KWeQn1UmAKT2lrdLZchkVG92j/UVULubT+pS6fry3IYZ3OIith/2ycQ8ZMJ5QmSvYYvBhte4v/hu3j37KuoIaZWXHo8GQCG0u6f53wKUE1u6gJSYfwRDj+PgjouMSBKXEUcY27ur5YbygjSDcTlND9hb+/CIwdxCBTBfmVUmB6XWsT4dVbiAxyXqwnpAxlTNvr7GwKJax6C61xo7s9RFygg3PUt9R4qdBaUhHO9cnvExga5ZXzdUXV5HN00E5qGqUF05tsu1cwy7TugEl+iBuOGQfrVy3lhMYFlB73GEy6issi1vDsF6s5svITjsvqODng9lG3sqo+tsN2gOairfzQksXl09JpmXQd/2k8ps+xN5Xt4uKG1zlicPcTFR4uc+xQMgPK2XOosaXCGJOuguihsPmjAzYHrX+d64O/xmRSBA6ZzEj7NjIcu8maPKfDIYbXr+D05k9obNlfbJXnb2WnTmZUD9aVrJh4K/9tOPwhDbU7lvFN61iumTWsR/sPjQtl6wNzWHnvCTx1yRGHNXOyKTCMKHMzdbaB9V0rBaYXNdZWYtMWIsJ7Njg4OH4oSbqUui5m5fxh0HU8EX47lnZ3iFJS0igijsLNPtQFNX85BY1mwgIDGJMaiTU6jdC2ygE34NnfhTTtpTX80LeuQ8eeyrutMymr62KWt8pcWjETkTS08+f9kApLIsFcR0GVXBB5Xfk27sm/nsgg53egyWwmMyaQoqICElryCR0ysZsDQEzyUAJVK2Wl3ulVUb51KUcPOrzlHdxq2xf8jlepbpIWTG8y5XzCheZFB4zBJDCMPVmXkVS9BpM5gITpl8Lsu7Ce8ySx9Tt40PIyabEdL74ntyxnfFnnaw+/MfJp1safSUyolelZccws+A8lm5f0Kfa8FR+TrxMYOaxnF+eHJTqdwapUWjB9UWgcTLoSqg6cZCewajt14c6bxgEZs5g7OhF7xglED+lYCEakjSJDFZFbvn8m2dqinTQEJXc7nAFgZGA5x9X897CvH9+NuILc5DnEh/d8DWCTSREX1oc1gwPDiTTZpIus8JzatgC+dkwkKqRnFxdRyRkkq0qKqjpfdLhg8zLGpx34R0cpRXHoCGx7VvU5XrdobYa8H/m+JZsZWbGYTQrLnAe4vfUmCqqkxcefRLaUYIoecsh9YrMm86ma3eXFQV3UcM6z/ZHUmH40S2B4EtpspbSrolp4TnMtTQQRHrJ/yZvHW/6IWj+Ps2z3k5o96RAvdgqMScOBoqZ4twcDdWqzO7i25EFONK/x+Lm6FRRFhGqgWlowvaqtuZ4mAgm1Hti1NeWCx/hV+ELUCX909g6JSCY9JYXnMpdiGjIdTOYOx0pr3cPxLYs6XmxX55O7M4cpw1MBOGJwNDOsOylZ/UmfYm/dvogdMUcfcFPb7bJO5N8jXjv07LjC+7SGf43n48IQfhh13wFPxTbuwhHvmvjmiMuIuPA5gs99CoKjOhzGmjicQaYydhfvn4skrHIjDZE9u2kx2FrH78xvsaesrvdvwWHn9e1Wso88rtev7ZPAcMJNzdJF1pcppY5XSm1VSjUqpT5TSiV2ss8pSqnNSqkmpdQGpVTHNnqDlIaP5Db77QfeuTyEoLh0LMpOefGejk82VXPbjms4Lqm5w1NbJ/yeJ9rO6Wu47rF7CSgTb5WkMTPLOWYtPNBCVlA9hdVSYPqTa01/pi3j+EPuY8bBM8FPU57f+cQTRU0BrNNZJPvZGpiHNPRo/jnsVcrdsTaX6B1bLfUqhIjg/Tft2qKzOKvkKRot0QxL6cFi2GYLKwOOoLLO899HO7ZtJk2VkTbxRI+fq1vB0YTreikwvcxua8BmCu4wc6XFYiXi1iVETb1i/8ZFDxJT8A3m6Td3eqzI1GwGq9IOy361LX2SE/OfZGzq/q6sDVHDcZT1bXbW2qYWTClH9OkY3bKGkBQXQ0FFjWfPI3qntRGqdvP4Wrh3SbOz4ARorCTCUU1wykHDEcK6mGU4dhgOzJQV7vp505/D/khFxpk9CiM4KZtA1cbevEPM9dCFqnk3c3ntf5gz2strsU+5nj9F/63L3oj9ld8UmEqpKOA94AFgEFAIPHXQPtHAu8DjQAJwHzBPKeXlbOpc296NnBS0pecDhMMSuSriBfbYOnaNad39IzU6lKShHRcRz84exdpiG02+0N87Mo3qWfezrbyFmVmui73ClSzgZgoqB97Cs/6qpdXOxoYIEuK6uWA3mZlqX0VT8Y5Onw758rf8NvijA8cf+TuHnTGmXKprao2OZOCx1VGng4loNyNn4qijAfjd9PCfF/juztOpD7PZ5MFufy55qxZQbEoiLNEHuogHRxHqqKe2UW6MeJNuacBu7uIGW2isc1K8fY69F678DIad1OnuwUnDSFaV5JdUHLC9beN8vuFIThy1/x68OTaD0Ib8w467sLqJS+tuIW76JYd9jJ66avmpJJX96PHziF5orASghjCeqPkVNWvmA9AaGMWElheIH9LDpTuCInhowjesaXDORVLb1MKCfDOzxvfw9aFxNKoQagq29i5+eyvBOz+lIWESsX3p7no4lIm4wDZZpsSHnQls1lq/qbWuAP4EnK6Uaj+g8Whgj9b6P1rrOq31fGA7MN374XYUnruAK9WnPX+ByYQpJp3C6o6tlDW5q9ngSGd4csfB9mNiFWstV7Nt89o+ROsGDjtEpLDAeiKDY0IYHOuasSs8GQttVJUVGRuf6LHqnG9ZYb2RpIjuv5gbrHE0V3U+ni2gfDNhYT1foNgvaM3VG68kqKbzolp4js44lt+03EBkuxbMiOnXwEXvcOJJPV8Ifop5B7rE8xOjhectpDzlGI+fp0cSR/Pk6HeolBZMr1o24WHeCL6s+x0BzAGQPuPAorO96KHsNadQVtLu+7a2iKCmEqripxBk2d+tNip9PEUtITQcZivK1g2rOCE8j9GpPZuksC/s4amENRVga5N5GnxGo/MmxpEjMrGZQijKdX5fFpaUU++wMjSu53/Xs6MV1SV5AJSt+pDFgb9hWGJYN69yUYrykEzqKrpY/7Ure9diaWsgcdKpvXudO+z4hkeLr6ROCkyfNQ74eeCK1roQaALaDwpbCpy774FSKhbIBAq8FOOhNZTRYOndl/NvK/9I9s4XO2xvKs6h1JLW6YxW1tAoaszRlG4zeK3B1a/Cp7/h3ZX5nD4+ef/2cOe/G8sP/26q8K6G0lzqCSEmtPsCszk0DWvN7k6fC23IR8X4QOuNO5kDsFmjoMENywCIXmmwxrLWkXlAF1nMAZB9StcX5Z04qeZdhpV85oEI92uzO7ih6UYapt/l0fP0mCUYHZ1BddPAuugxWlNTE0GB3U9m0iOBYfx92Ftsamx3o3nLxxSZk8nIGnnArsOPOoVbTPewfHflYZ0qfNPr3Gj+sA/B9lxAXAZDVInMzO1LgqP4POZSUmPDaQwdhK3EeUNVff8o/wn6N9GhPc/p4wqf5YyKF2mwtVG340cqLMm9Gtf77YzXmdfSu3ajis2L2egYwuwx6b16nVsEhhHkaJJJfnxYBHBwp/w613YAtNYVWuscAKXUFOA74FOt9YqDD6aU+pNSSrf/8WDsAJibKrFZe1dgmkJjsdR3bA1aEH8tS5O7vgtaGTkKXbi2tyH2XEsjLHvG2W2iOg8KDppUyN4KP71EOVGsza/mwsmD9z8XYKXJEoO9RtbC7A0jcnYfW3ke5eaEDuOGOtOQOoPS5k6+Wmz1hLdVEpLo+a6I3mYPiiOgSQrMg3k6Zx3fPcbvA94k4jCmjj9AWAIWD///W56Th4U2xmYN7n5nb3DYuWHZsUTX9rKrWT/n6Zw9fvnVnGH/0m3Hmxhcgq1oy8+PK0dfwUkND3Dq+JQD9gswmzgnsZSSDYt7fQ6tNVnFC7Blzu1jtD1jTR7NGMtethbLsIOe8Mq1QXQ6z5ovJi06mJbIdILqnXODOCp2UBPcu++0uPTRDDMVsSinlJCCJTQNOrpXrx8WrdClOTgcPX+bX7eOY17E1cbM/xAYjkW30NQ0sG6Y+FOBWQUcnBkhwAG345RSQUqpp4AFOMdodlqFaa3/pLVW7X88EXR7FlslbUExvXpNQPRgwpoO6kqqNSsrg4lN7XotQXPqRGJqN7t/8fCGClj0V/hLMnz+O5YuXcS6LTnwwnHwv5uds8YCLLgT6kt4zn4GxwyPZ1DMgQvabpryMD80eHC15n7IiJz9+dw1+dQF9mwos33qLfy98dSOMxs62niRs4kbPNwDERosNI4wWXqnA0/nrL1yNxE0EB7UtzG9AVGpRLaUuimqzhUveY2Pgv9MiNVHxh+bzJhwYGo+vBat/srTOWtuawSL+2bRPql6HkcUz8Pu0NDaxBffLiYuLp7hCR27LJ4WsIJhO7teW7srBYX5xFBD1pST3RFy90aewbKEX7ChUCb66QmvXBvs+pajKuaTFh1Cw6DZfGGeBUBgbS6O6IxeHcqcOpFRahffLPySrNbtZEw5rVevH1m7lKfV3yiu7Th8rCsvbAsi8ygDuscCWJ3df1sbB9YNE38qMHNwdpMFwDWDrAXY1W6bAj4GhgIjtdZPa7dXWIfv6ZS/sj71gl69JjQhnQRH6QGDg+35K3k492wmDe56UdroI8/juZY5bl8KZO+P88hf+jYPtF7KMbZHuXt1NJd+1swj6kqaNy+AhxJh91JY+RI7j/4nz6+u49KpHZe2CBo1h431obS0Odwan/CMtcHT2Rzb+UQTB0sPd3CW+r7DNOIV9mAeaD6focldzC7nx2wnPcyH9pkyk6yX2ZtqaDSFHjDW7HAExaUTr8s9NstfS5uDuL2LsA051iPHP1x2ayQmm1zEe1NAWxMq0H0FZvSgUWQ48sgproP85Zyx8irOGJfUaW+TkKFTSG/agt3eu7+72zavoY5Q4tK81PskYQR62Bw2FlR753yiW/bcJUxpXUlyZBDxw6fyVNVUWlrbiG0uIDiplzeNh0ynMX4iU2u/4H+D7iQle3KvXh6RNpI0Vcau4p7dHCv74Q3urPozc8YYNN9nWCLfjvwTVa3+VHL1nY/cSu2R+cBjSqlTgGXAo8A8rXX7VaKPAwYDYw/a7hOqm1pJS4jt1WuiRszi0a9yuLy8gTGuKccr8zbR4Ahh8tCuL9Rjh4xmTUgRm4tqO7QeHpb6UrYsepvzVgxjeuYLXDp9KL8dGkOQxUxzq51XfxjFSV9P4cJBNZxU2UrxhZt4YMEuThoVwrHZCR0Ol7HrDX5t/omimmMYEtuP1kTsp5aoI0hN6VnXkjBTK/+0PsPCPeeSnbL/D0fFqg+53LKctGjvdLPypoghEyhXeymvbyEt2g2/b6JHtK2O1oC+XzRETDyLOZ8G8l5Nc6fj2vtq6ZY9TNcbUEf9ye3H7gsdFIWlphaHQ/eo+7vouwBHEyY3FphBI07giO/+wrvbc4lqWkWJPZmTx6R0uu+gCccQvqSGHds3kDVifI/P8XlNOl+PnM9fO1mL01POKfkXtkIzWk/t+cz7wmNstWVUEc6oMCuZsUE8qJ4hZ2syrzp+yS8yJ/b6eBGXvMIFoQkQ0PvxyCo2E7PSlOXlwIjUbvdvWj2PppAk4/42W0MozjiXiqLdxpzfIH5TTmutK4GLgH/jXKIkGLhDKXVMu/7mE4HhgO2g/uhXGhJ0ew4Hz+afwbC23q1DFZiUzY+Rc9lRun9Jj5bti1lvHkXMIQZVK6X4R+CLNG/4+LBDbq/m49/jWPkSvzgiiWcvn8zs4fE/txoEWcz8cnYmj1x9Cp+3jOOEdxu49JV1RIZY+Mf54zu9cAmmhWnmHLe3sArPODP/74ww9XCurNB4mjqZRjxg2ydMC87v8dIR/sS8+mWeDHqW8jppwfSmvTFT2R3Uw+ntDyEkLBJTUCR7qxrcEFVHucs+wm4OxDrUJyY0/1njhKvZ7BhM7QBbn81I78XeRF2kG4cJJE+g3hJL+boFWNa+xo7wyYxK6bx3U3jcIApMKezN+alXp6je+RNHHOKGtidEJWdwqmMRO8s88zspeqetrowqHUZ0iJXgoECmWXey7Kv3+VTPIHtoeu8PGJl2WMUlAEGR1JpjaCrc1P2+DgcxFauxZ5xweOdyk9lrfkNc405DY/A2vykwAbTWn2mts7TWIVrrc7XWtVrrxfv6m2utHzm4H7rr5xWDQ4emSsw4CI1O7H7fg9wb8Ba2rV/9/FiVbqI2tvu7j8nWZoL39n0tKb3tS0Jz5vNp0i3cd9bELguEKUNj+OiWmay69wTevm4qb1839YDlA9pT8dkMM+1lT0Vjp88LH2Jv4/jmL0gK6WFvc6WoChpEa9mBCyFHlq+hPHqC++PzBVozzFQoXWS9bHXKReSEHdX3A9lbWc6lNOWv6/lrtEZv+4JPV2xhWU4+uq3z//f5lY08npfJ5uNfAbP7W0f7IuDIK1mns6iWpUq85pvA4yAsufsde0opai//hvWVFoKaSkibe+hZip8f8wZv1fa8xamspJDnm+9gemR1HwPtnfCRxzPatIcl33/j1fOKzjVjpdy0v2GhMOVkrqv9Nw+l/kBkiPe/1xYd8QQf1nbfZbtqy0IsDhvDjzzeC1F1Lbb8J8JbygyNwdv8qsD0Z45a50Q9EfG9n9gmy1xMSNH+QvEtdRphI7ofy+NInkB83ZZu9zv0QRxUffJH5ukTOPe8i3rUVSU2LJBpmbGHbqmKzyZaV1O41zdWkBFds9eXYsZBRELHsbRdsUVlYq3ZtX9DWwtRtkKihozr+kX+LCyBGGookxZMr8rc8SrDA4r7fiCzhQZzBLaKvJ6/Zsk/0W9dxBcfvs6C1x9l718mUFNd1WG39+a/x9TBIRwxzdg76J0J3/kR55u/pbpJCkyvsNVzW8m9xKuOedIXgwYN4dZrr2HVGV8xbfShl4E6YXQKxdt+oqmlZxOSbVr2JdWEkzJsghsi7YWEUbSaAknb+jJtvRwzKtxv+fiH+CzsrJ8fDzv9DvIt6YydeYYh8aSPO5rVJW00dLO25Jd5isdDb2NUhrGzdzusoZhb690/8aYPkwLTSxoqCqjSYcRFRXa/80EcCaOIqd8GQKvdwX9qp5CcMbbb10VlTibLkUtVfc9n2jqYttt4seV42mbeQWZ8DxfC7YnodDbHz6WgzL1/aIX7VZfkYdeK+KTuxzrsUz77r9zdcJFzZkOgpb6CLY4hDBnWfd76pdB4Ih01lNcd/u+a6L0j815iiMk9d4XrAhNxVPdwbd76Mtq+fYTftN3E2Vf8ml/d+n8AbHj6Empc37d1za289uVyrsq7hweGrPXJMY6mojWcaFlPdaPPTVnQP9nqmNyyglCL+y+9xqVFccyk7r9fp0bV8qH5LpZt6NnyNG27f6Q4cgKqF+vKuoXZQtUv13Cv43peX7bHu+cWHai9q0kN3n9TIiYhlUH3rGPYmCMNiWdUQAErLdezfnfXs39rrXknNwjT+F8YP47XGkYwTTQNoJnmpcD0klLrYP7Uejnx4d0vVH+wsCETGWrfTU1jKzu/fI7bTe8yLi2q29clZU/la6aQk1fU7b5dWZHXwPN1MzhtWs8nBOgRk5kdMx9lZaUBaxKJXqmoa2SZHk1cRM8nphiamkRwWy0FVc4u0NsbQzit5SEyBvfTpWmi01mVcA5V9dLl25usjkbMQR2XYzgctpBkrA17e7SvY/VrVNhDSJ15CcdmJxCTmEbYFfMY3bqJ+Y/dwC1vreb+Rx5l/JIbCYhIJPHoq90So9sFRxNrbqBGWjC9o8U5l0JgaO9vNLuLJWE4FZYkKla82+2+WmuSqtfQkuqGbuiHISExlbtOSGfE5xez9pt3DIlBAFoz56erGR/gO4W+JWYIUaqBXTldD2so3LKM3xf/mkumDPJiZJ1rGzSDKh1OffOhW1z7EykwvWSvSmCh9ZjDmk4/ftgUcshg6ba9qE3zyYy1Emzt/jimsFjeSv4da0oPs3uJw07ye6dwY0YpsWG9L4y7M7FlDeNqF8vFjY/baR3Jb4Pv79XkPLHNe1gddAO5Bc6bG5uXfszZqbWEBfrTxNW9EJ7E2lF3UdwgXbm8ps1GgG7FEuKei/W9WRfzZdsRPdp3Y+hU7m27mutn71+LOHLIOEIueZOZSXbCAgP4bdB8Ro8YQfi1H0FwlFtidLugKKJUo4zB9JamatowEWRggYlS1GacTnLJom6XCdtcVMvVzb8iedYVXgquozOnZDM8pI6q75+nRvLUGK2NBDhsmMN8aImxwHAqQobSsuPbLncpX/o6EQF2UqKNX6lAz/0HXzsmUSsFpnC3iLXPc3XgosN6bUB8JsuOepK3F/7E4Po1RI6Z0+PXnh2+Bcvm/x7Wees2fU5c0x6mT591WK/vTqou4gHLK6zP7VmrgTCGrWAdU0MKe/UaFZNBG2Z256wBYML2pzgzvI/jgX3czL0vEliba3QYA0dLA40qBKubLtYDso7lq4aMHo2ReX1XGK0ZJ3SYxCwwayZZ17/Ow+eOI+FXiwm4+C2I7HnXcq+LSKU+IFoKTC/R5gAWOyYQ6oGlcHojZfIZHKk3s2Lbob/XF67eSsaQocQnGTd+zWQ2E33evziKjXy3ReZsMESjc71Ja0ScwYEcqG34aYysXtzpjQe7QxNf+BXVY670fmCdCC1dzQTTTo+tteyLpMD0ksiSZQyxHP54w6uOSubfNb9id+gEJs46vcevm2gpYFLZ4RWYpUte4zvLDKaMSD+s13fHNOkKLGZF0NJHPHJ84R4ZO17lbMdX3e/YntlCfVg6VduXU1ddwSDbdiIyereYsr/JzP+A2IaBNQ25oUJiODfqXUzRPZ986lCGtO3ir/pf1DYd+g5z409vMnfDr/jlrMxDH9DiB93/s+fwytBHqGyQyam8wRY/jmtb/s/wnhyBQ6dx/9DX+Cynust9tNZMXXMnvwt1z1JnfWFKn04grWxdt8zoUAamxgoAgsJ9q8CMn3kV8wPm8t32juPw1638gVRKGTPjVAMi60iteZ3LrIsH1IRqUmB6ibWxlLaQw18QPCk2iqBL32Lkrz/Caun5H6fY4VMY5thFSU0vx4a1NpNS+i227DM8NzjabKE6ZhyTC1+jrXQ7PD0dWmQMm6+Jqt9BfWRW9zsexDLuXE60fcV7rz9NjSmC8TPmeiA636FD4glrrcDWNnAG8RuqtYmwhnwi3NQaFBdq4UzzDxRXHvpGYM3mr6hT4Rw1NMYt5zVUWwuT9QaqauuMjmRAaCrcyDTTJsKCDB4qYLZw1MQJ5G74octusjm5eUxo28Dgo3p+Q9tjLMGsO/pZPsyz0iozynpf3DBuC32EmPAQoyM5gCkuE0adxecbO84k/smOJt5IvJPQxG5uBHpLaAJJAXVU1g+cCdWkwPSSkJYydPjhF5gAQcNm9/quePywKYSpZrZvXtOr1+WW1/NQy4WMPfrMXr2ut+KvfJ2p9v9wy4IKWst30Ljhfx49n+i9+JZ8dGz3600dLHT6dXw/8j6CSlZTOuR0zObejz/2J+bowaSpcoqqZSZZryhczesttxER7J6L9cBYZ0toVdHurndy2InIX0Re/GyfnBW21xytXLz1FkzVu42OZGDY8jE3mD8mzGr8WPSTk5t403EXP65Y3unzuT+8T405mpisaV6OrHPZM89hry2InGK5GeJ11lB+sA0lJtRqdCQdXBe9ijNy7qKqYX/hVlHXzLs5dhJnX2tgZAcJSyRB1VDZIAWmcCet2WnORMUcen0qT1Chsey0jqAwv3djw95aVczOIReSkeTZu/QhYVH888oTaLSb+KBlGhu/ne/R84lestUTrJsIiT2M2V/DErjxonOZc/c8Rl/yD/fH5mMsSSMJM7eRXyWt8N7gaK6lXgd3GAd52IKjaSSY+tKuvyt1/gosbfWkTfaBVh13sIbSYonAXH/4M42Lnmutr6CGMMKNbsEEAhMyyQufSM33z3YYd9zY0kbors8pSzsRvL08SRdCc+bzQuizbC6qNTqUAUeveYMHW/5GtA8WmJnZ4zjetJIvV276eduKBa/yuuUhjs32oUmJwuKJ0dVUSIEp3EopblO/I3SQm5f66KGPp7zOx7U9b4Gyl+/kupWnc9G4CA9Gtd+0zFheu3oKR047lrCaHBpbBs4sW77OERDMtNZnCE/NPuxjxIRaMVl87w+Tu6nj/8Ab0TeRX9lkdCgDQnNtOVU63G1dZFGKtWEzKD/ETMCF9ijuab2aqSPcM+7TF7SFJhHUWDSgFgA3ir2xiiZzuM+0fkcfewvHNn7BwnUHjh1/eelunrBeR8ZpdxgUWSesIUzR69m8VwpMb7NVFhKim4j1wQJTpR5BQ3Aa5d8+T01TK3uKK0ja/BIhicMIMPtQiTN8Dk+OeG1AjXf3oU+//2op2szouu8ZHGNM//UjExwEFizB4ejZBUT+929SoqM4buJwD0d2oPSJx7FcjeeHHRVePa/oWkVdE8X2cJKivXOzwa+1NjE7ZDd5ldKC6Q0ttaVUEk6Eu1owgcWjHmSxrevvve/KQlkVfSpJkUFuO6fhIlKJc1QMqOnzDdNUTavFd75LI8efSWtwPN9/+ialdc6u/Wt2FbFn4YtcOXcmgQm9HxrhMQmjCLdXU1jgO2sxDhTNteXUEEpMmO8VmChF6Il3c43jfW56/C0WvXAXg80VZJ1/v9GRHcgSTERYGFX1A2cIjRSYXlC//mOuMX/GoBhjZhUcZ87nCf03ckure7S/deuH7Ew4yesz3QWkjGPhoJvZuLfGq+cVXWte/Q6fWu8hIdz966D2O9X53L33VsrLS42OZEAoST2Rh1svcmt3w8nhlcTmf975kzWFTFv4C47P8K2JLvpKn/oYr9pPoqxu4Fz4GOWrEQ+yIPICo8PYzxxA6K3fsT3xZM751zdc/c/3yHv5au4O+R+njenbnBFuFzWEtoBQAso3Gx3JgNPWWEUdYYT76DrWARMvouWi98nKyuYCxwKCTnsYc5SPLQ9lq+f2ZTMG1FJmUmB6ga10OwWmFPeNFeqliGHTsSo7+RuXdLtv5e4NpNh2knb0JV6IrKPLTF/SuFOmIvcVjcXbqQqIx+JLXU18VcxQ7CarXAB5SYU1hRzLCLfm5mhzHrfanF2tDmYv2UKcbTfTRhq3JqAnhCZmYA+KplAmp/K4ymZFUFiU0WEcIDA0mpcvzGaRvoaXaq7lxMR6oq54y2fGXv7MZKLuyFvIawqion7gdDP0BUXRR7LGeoTnVhToK6WIyJ7Fn8+fSvBv1hA68TyjI+rIGkqbORhTw8C5Ae1j3yD9k6lyFzXBg4375bSGsjt4NPYdi7rddcGuVh6w/opJY8d6IbCOJjQtI7H0e0POLToyl22kJsxHpvn2dWYLDZHDia7NMTqSASF16b1cbP3OrcdMGDGdJFXFzp3bOjxXvuMntjnSmJLhW2vB9dnGD3jffI907faC636ay1GOtUaH0YE1LBrLTUvh5p8Iufk7VMoEo0PqVMRJd7PDnMmO0nqjQxlQNsXNZUP40UaH0TNhCUZH0DmlaAuOx9RYNmDGu0uB6QVBDYW0RHh/Btn2bINnEV7y06ETW2teXF1D8tFXGlYMW5JHkdiSR23zwFmM1mdpTWLNBpoSJxkdid/QSWNJb93VaQuYcK/Qig3EBrp3zdGA6MFUqSiqt/3Y4Tnz9gWsCTrK60MHPC4kjiGOfPLKZfkHj3LYCbbXYA710fVTYzMhfjj4aisVYC7dyB/C/sd2KTC9alDOi0yw5hsdht9T4YlEO6qoahwY1wdSYHrBPYNfpyrtOENjSJvzGy63/Zb1BV2Pbyz48V2eq72ZU7KNm4QgInUEGapI7lD6AoedJwKuJDBzhtGR+I3QE+/mcS6Utdq8wNJciSPYza2JSlEUPobm4o6t0KvUWOoGH+/e8/mCxDEE6WaaS3YYHUn/1liJCU1AuA8tneBvmmv4he0DdpVUGx3JgDI27y0yzOVGh+H3TEffznI9kr3VA2OmeSkwPa2hguLSMtITowwNIyo6hqPTw/hh9Zou9ylf9jZ7I8eTmmBcFzBzQjaWADPbS+QC3WhljXaerz2KkZnpRofiNwJihhCXkMKWvdVGh9LvBbdWYgpz/8X6mqMe58nWMw7Y1mZ38NvKMxg9cbrbz2e40FgaAxMIqpCxwx7V6LxAD4zy0S58/iBhFFbdQm2hDEPwGq0JaqshwFdb3v2IZdSplIVmS4Ep3MO+/D/8qvphhiWEGR0KdwTMY9T6hzvtJlu2Zyuja74jfsaV3g+svfSZPJ75IttLpAXTUFrTOu9KLglZQUZcqNHR+I/WJt6rvpDK3euNjqR/c9hZGTobR5T7J9wZPzgWXbKR2sb9k97sWfgSp9gXMSOrn42/dCmefCc/1sTS0tb1GqCij0Ji+YfpGmKjoo2OxH+FxGALTkSXbO7xsmuij5qqsGobpshkoyPxf7nf84D5BYpqBsaEalJgelhT4Xo2OwaR5QMFZurUX3BU2yqWbeh492/Pp/9gs3UsI486yYDIDjQ9pICSojyjwxjY1r9LfOHXhA4a7bszx/kiSzAtQbHY81caHUn/ZjLzz9BfExib7vZDj4xVLLD+js3rVvy8LXz104yJMxHa38ZfuiQefRWbHWlsk54jHtMWHMczTcfLkk99pLJOwNTWwI4yuQntFU1VVKsorNFpRkfi/+wtzLZ9S2HVwJhQTQpMD1Mlm9kbmEFUiPEL1IaPPI6q4MGUfP3EAdvL6mzcXHgSDSf+zSeKidN2P0RayUKjwxi49q6B+dfzkvUi0kZMMToa/zPsJCY0LBkw3WAMUVPAMZXvEeuBhb/NIdHkWzMpW/elc0PpFhKadhI58li3n8tXhNZs56Wwp9lQUGV0KP1W/fqPuM38PokRQUaH4tes5z7N6phTWb1HctUrYjM5NfBlIiMijY7E/8VmEqwbKS8pMDoSr5AC05NaGgip30Nb3CijI3FSCtOsOxhf8w1LtxX/vHn+R/OJiUtk2uSjDAxuP1NcFjHN+dTJTLLGqNpNZcxEnmyey9yx0i2mtyIm/YLZ5g0s2yyTpnhMySYuanmP2FDPtAbZR5/L+KJ5lFTVUfj1U3zvGMekKTM9ci6fEJbIrNYfKNuxyuhI+i1b3mrGqlziPHBTZKC5Imod+dvXGR3GgKBrCghpyCc61Jh13PuVyEHYTYHo0oExhlgKTE8yWfhn8t+JHDza6Eh+ljjtYj6a/Br3vL+aTXuK+eLT97lq2038a7bJJ1ovAUKSssk0FctMsgbRo87ienUvl05LJy5MunP1WtoUPhz8e77bJd0NPaW5soAiRwzJkZ5pDRoy5zZCzA5+9ez/eG93EHsyLyI1Ktgj5/IJITGUR44homCx0ZH0W621ZTQERBFglsuuvjq58VMSc+cPmPUEjWT78QXu5BVSIvvx95+3mMxUDT+fsrqmATHeXb7pPCnAyn+rs8hO9aGJIZTiplMmc05CIaNfzubkn64hd8S1DD9iltGR/cwcP4zhAcWy1pUR8n9i2+K3WF/cylXT042Oxj+ZTEQedQmLd9QOiD8iRmgo20ORjiHFQ0WfCgwn4PwXSR88mD2Zl3La+dd65Dy+RA07kVENK6iotxkdSr/kaCjDZpUJftwhZNwZTG1ZJjehvaC5Io8iHUuSh27mDTTWsx5niX00eyoajA7F46TA9CDbp3dzft1rjE4xbl3JzljMJm67+FyaZt5NwzlvMvzCvxkd0oGGn8zTgx6VpUqMsOY1Kld+wFkTU0iQsUKHbVZSC1/zS5Z++4XRofRLTXWVVJrjPTrpTtTIY3j4kln884IJPjGG3tPiJp1JXsBQFm8tNTqUfqnclEB1WKbRYfQL4RPOJtNUxOolC4wOpd9z1BRSY00gyGI2OpR+IaKtirvCv2BdfrXRoXicFJge1JL7I82mUIbGGT+DbAchMQSf8DtCx50GPtI19mchMcSlZrKnuMzoSAYWrXHsXMT8mmFcMNn9yz8MJEGxgymJnULgT08bHUq/9G3mb3kl6lajw+hXVPJ41o+/l883lxgdSr/0fvyNbE8+3egw+ofIVHYOPp/izT9gl+VKPCqgfi+tITIXg9s42rix9VV2bd9kdCQeJwWmpzjsBFVuoS56FGaTjxVwfuDcvY8wp/BJGWPhTdV7MNXks8o8gfFpMmNcX0UfexvTm79j6zevGh1Kv9NYvJ3Bkf1zyRAjnTu4kbN33ENNo3STdau2FtL3LiA1RP6euUvKxU/xXOscFkqLu0e9N/RBihJmGB1G/xGRQl1wGmrPD0ZH4nFSYHpKxQ4sjmasqROMjsQvxQybypFta9gh3WS9p66EisBBDM0YJhNRuEHKmKNZmHQNzSteMzqU/kVrLlt3KdMt24yOpN8ZMzyLo03ryX37/4wOpX+pyuX6sodIDJebIu4SFmThhnEBBPzvBnSb3BDxlJW2NKLjpAXTnRxZJzK94WuKavr3UmZyFekpAUG8HnQJQwfL4rSHI3z8GaSYKtn00yKjQxk4Bh/FZSHPMCMr1uhI+o1h59zLRQ2/4ZP1e40Opf+oySfI0YQpcYTRkfQ75tAYfpr0D0bmv01z2R6jw+k3dNlWSnU0g5KTjA6lX7lw9nhGNa9h10c+No9Ef5GzgNtybyQzPtToSPqVyFk3kmBp4PvN+UaH4lFSYHpIS/gg7q87jVHJvjXBj98Ii2dP9DRCtr5ndCQDRsPOH9lbvJcpQ2OMDqXfGJQQwx0nj2Tvf++ler1MSOEWpVuoIYyohEFGR9IvzZhzIZtM2Wz77wNGh9JvNBRuZrsjhaFxcqHuTgnx8SzPvpOh6x+jcf3/jA6n33EUb6K6NYCMeB+cR8SfxWfzweR5zFtbbnQkHiUFpoeUL36GE1jOiKRwo0PxW47j/siDlcezt7p/dyPwCVoT8N5lnGjdxIgkuSniTlfPGEpsqIWWj27HXrLV6HD8XmtpDtsdKQyOlYt1Twi0BNBw/MPckn+MzOTtJk1FOexRqSTJzNxud/L51/NJ4Kk0ffRbdGuz0eH0K417N7HNkUKmFJhud+lRaZy79x/sWLfU6FA8RgpMDwld+yIjwho9Oo1+fzds7BQik7P44usvjQ6l/6vYQWBzGfWpM2VSKjczmRRTLr2fbfZkWp47Dkd9hdEh+bUd8Sdxf9vlDE+Um3eeMnP6TCaPHcUbLz9J0+6VRofj974a9gc+iLkWk3y3ul2gJYAx1z7HKS0P8+R3+WBvMzqkfkOXbKHQMoSY0P6/TJO3pcWEkRkBji/vMzoUj5EC0xOq84ms30nj4OOMjsTv/WGynUs3XEXJ+m+MDqV/q9hJjSmS7Ix0oyPplwYlJ5J600cUOmJ47eMvZXbkPthQF0pD7FhZl82DlFI8eOZoZtt/xPrKibTmSZF52LRmV0ExQ5ITjY6k38qID+Ofl8/ih0WfUvbYNGiVXk/usDFuLqUxRxodRr8VNOdPDK5fR8nXTxodikdIgekJecsoVglkDB9tdCR+b8q0Y1gYcSZBH16NvXyX0eH0W/bGSvbY4zlyiIy/9JSh8eE0nvMar22FZ15+ibbtC40Oyf84HMz65mzmRsoENJ4WHBTIsBvf4WvTDCwvHY9j9etGh+Sfavdy76a5TImV7pueNCMrjtsuPZfG+hqaHx6GLlhldEh+74PAMwlMlutYTxk/djxvp/2B2CX3Ydvb/9bFlALTA+paFQtaJzJJLtbdYtRlj7JRD0U/NRldJksTeMLmuFP4Y+vlTBgcZXQo/dq4cUfwn5tPx1G4Ft48j4Zv/g5tLUaH5T+K1xHftJOEjHFGRzIgDIoJYdDF/+Z1dQb/XlpKg026H/ZWW+lW6nUwGRnDjA6l35s2YhBFF3zBwraxqBeOo7VW1sg8bDsXMmrb00waEm10JP3aOZfexM2Bf+WOhU009bPvVykwPeDHoJk8Yb1WpnZ2k0EJMcRd/Q7X6D9y39IWbDXF4HAYHVb/Ub6DjVs305J0BGEyZtjjshLCuODXj/BU5P+hvn+UxscmQOkWo8PyC025y9jiGMzE7AyjQxkwRmUN5aTbn2eBfTK3/+s1Gl44HQbAIuHuUrl9Odt0KqNSI40OZUCYOmooaZc8xUOmX3LGyzmUrvkMagqMDsvvNK18m9jmPI7KkIYST4oMtnDntZdQszeH4L/G0vb6edBcY3RYbiEFprvt+IbAHx9j0pBolJIB/e6SPSiJO669nIVbS9n6xLnUvngWbP/K6LD6Bb3oQaJXPMrcsbKYsrfEhwdyw613MW/m5zxRdww3flLO3pyVsG4eyPjMLjVt+IQNpmxGyvJPXpUYEcS7N0xjUEoK6/Mq4OVTaHv5dMj/yejQfJvWBG56l+VBR8vNOy8aNzyDW+98iPTYEL6c/wq2J6bQ9vm9UJ1ndGj+oa0FS85HLA46gcExIUZH0+9lxofx8LVn8Iz1Ksp2raPtiSNh3TtGh9VnUmC6mWPpE5QX5TF7eLzRofQ749Ki+OL2WfyQ9RvW5lfBm+fR9vKp0NC/1xLyqIqd6C2f8mbzdC6aMtjoaAaUwAAzV50wkYt+/Q/qHFbeef0Z2ubfhO3v2egfn5K8PpjWfBd0DOtTL5aZjg0QEWTh3ktOpvniD7km9Ekq9mzk6++/p7qxBYo3QFO10SH6pEeDb6Np9AVGhzHgRARZePqSI4g+9zH+rS5my/IvaPn3VFrLc5038eRGXtc2vo922Ekcc6w0lHhJakw4V/7fozw+/HUeqj2F91YVUlrXDEseh8pdYG81OsReUzKb4X5KKd2nz2PnQnj9bM7Q/+St318udyw9aPmuCla98yBbm6KImXwe16fkkmLbBRnHQOIYMHn/3olSCq21V7+N+5SzDgd63sVsyC3mnezH+cu5E9wam+idDQU1/G/RUmK3z+My01csGXUfKdMvZGzdElRYAiSNBUuwW8/pTznb2FDLtEeWcf+ZozlzQqoHIhM91WZ38NoPu3jnpwJaqwr43PJ/WLCj0iah4obD1BshYaRHzu1POVtYsIcZT27ky9tnybI6BmputfP2ijzqvnmU+W3TuXxYC5eUPopl5BzU6LMhchBEDfLY+f0pZwEa1v2P37+3ksuvu13mEjHAsl0V/O3zrWwtquPbkDtJsO1BB8egJl8Lx/5+/44eLv77mrd+VWAqpY4HngIGA4uBq7TWJQftMwF4ERgFrAau1Fpv7+Hx+3Sx7njxRD4sjmPvjAe55TgZ0O9pdofm222lPPvtLobnzeOGoK9ItRei0Njn/B3z5Kth71rnhXlAIGgHmDy3tIHP/hHRuuMXkdZQV0z+K1dzW/lZPH3H5SRHurd4EYenqqGF91fm88XGAioKd7HAeidBOCcCsocmYb75R6gvhW/uh2EnQPosiMs6rHP5VM4214LZ6vwp2Qjx2c7lBupLYPFfseV8xVzTc3x+11wsZul84wscDs3ibaW8unQXobsWMNWay9AIqJp+DyeUvkxwyWpUZJqz2EwcA62NEJbofBwcfVjfxz6Vs+3t+551OKClDr66D8eqV7k57iWeueUc7wQqDqmuuZVFOWV8s3ITibn/5dyAH8kml6qwLCouX0xm+SJUXTFEpsGgKRAat7+lsw8X8z6Vs+U7YNN8GHo0pBwBjjZY9bLz9zP3O1CKv7Wcx4INRSy84xhZu9UgWmsW5ZTy9Y+ryNu1mdnWbWSkJGCaeRvTNt1P0JYPIGoITLwUJl/jvPlcnQ9tzc4bJpagPscwYApMpVQUsAu4FfgceBiI1lqf126fACAHeBZnkXkbcJrWukcL+XT6C+lwwPzrITAcqnbD5Gth+BxY+RI47FBbAKHxOKbdxmfP/Y7Hq2fx8R1zCLbKGm3elF/ZyPw1hazftJHJZf/lPXUSKYMzebLsaiJsRQDogGDUpe/D4Gmw5DGwhDr/gFjDIPsU2PkNhMRBTAYoEwSGOQ/ucICt1rmfUl1eFPnUH5Ev7oHC1VC0Do6925m3H90KLQ3OC3ZHG59NfIZffZjLc5dP5rgRskabLyqpbebjZZvZviefkpJi7I2VFMRM4zXbrxjUuhuA4iFnUnnykwz76goCmspQYUnOvB52EgyeCmVbIbPzNXl9Kmc/ud35vQow5Xo48mp44URoqaM6ehw3lZ/LWWecyy8me66lQRy+8nobK3Ir+X57GQs2FqMaK7gh9FuGhzYxu/YjcrKuIb6lkLi8z5wvMFvhzl3O79WPb4OyHAiOgchUmH4bRA/p9Dw+lbOrX4OfXgSzBZQZLn4Hnj8eqvdQG5jENbXXcfcvr+CIwTITp68prWtm+a5KVu8sZOOuQn4qt/DX4Dc4PmAtYbqBkLYaymfeT/SmlzFX5UL0UOe1wUVvO/9fb/zAeS1gq4WgSBh+Clg7H6/oUznbWAmPZoPdNXv574vgL675F5SJ7ZPu45QfsnnlqinMHBbnvYBFl2qbW/l8QzEfr9/L2vxqUmy7mBBaxXmBy5ncsJiVJ75HSvoIUp4fu/9Fd+2Gp6dBXRGMu8B5o+Ssp6FqD3x2hzOHgyLg7P9AgLXT8w6kAvMK4Dqt9UzX41ScBWec1rrOtW028IbWepDrsQWoBo7QWuf04BwdfiHtDo3p+3+gFj3k3HDraqjdi/7i9zham7ErC82N9VxpeojcxkDe/eU0hklXGEM1trSxJq+a5bmVrN1RSHDpamy2ZjSKvJAxTA0v47KWd4nRVSQ15lAXms6ecbcxavldmBzOfu72iEHU/nI1QfnfEvTBFajWBufBz3kexv2i0/P6yh+Rsjobu1Z8yrDtLxJTvISC2Y9RG38EEetehOZqCloj2FYfyF+qjuN3c8dw5Yyh3gxZHCatNbvKG1i+q5Lygu1U19Wzqj6WbSV1NLU6ONa0hlHmfNIsdaSYq3kv7DJqwzIY0bSGW669hoggS4dj+krONrfa+XHzbpLzP2XEyj+w68j7KBt5BSXbVvBDfjPz84K546ThXHd0howJ8gMOhya/qpE1edVsLqolJ6+Y3Ko2SmsbCNcNTA3YynhrMR+Hnk1cEFze/CYpjr2URY4lWlezNP1WTpg0ivS4jjOx+0rOAqzeupOUZQ+QtHs+LWGpLDj+CwI2z2ddlYW3Swbx+MWTOX6k3LzzB+X1Nn7KrWTF7koKKhsx7fme6iYHzVg4z7qMuGAY07qBh9NfIi7IwW07ryfKVkBDYBJBrdV8Pet9skaM7bQrtC/lbG55A1VVFWTmPI/JbqNg8u9psTVTWFnH++ur+G57Of93cjY3zM70ZriihxwOTV5lIxsKa9hYWEN+3i6WFJupbbYzXu1gTvBmbnS8w53JLzNa5TKt/iuaQ1KwBAazc+SNJJQvI7XiR5TJTFT5asrmPs+Q7ImdnmsgFZiPAlat9a3ttlUDM7XWG12PbwVO0lqf3m6ftcC9WutPenCODr+QLy7J5e+fbyUuJIAR9hzWkU1IYAAV9TYaWuwAJIQHcsX0dC45ajBRIZ3fCRDGqmtuJb+yibzKRgqqGsmrbKSoppm6imLKHGFUN7ZS1WhjJHsATR0h5OlEEqlkpGkPBTqeSeadbAycwKd/uLjTc/jKH5EVuZXcPm8t1Y0thLeUUkwMSimiQ6wEBZgYnRrJuNRITh+f0ukFnPA/DbY2yupsVDTYqKhvobqxlZqmVhpb7Di05orp6cSEdvxu8pWcLa+3Mfdf39Pcaqe2uZUA1xjqrIQwxqZGcutxwxgcK7MZ+jutNfmVTeRXNVJeb6PVrqlubKGqsYWqxlaqGlqobGghwKz4v5OymdhJy5+v5CzAjIcXUtPUislWjQMTUdGxZCWEMTwxnIumDGaofL/6LYdDU2dro7zeRmFVEztK62m1O6hsaKGmyfn9Wttoo8UBra1tNLXBlTPSO50sz5dy9qL/LOOn3ZW0OXS7fSEuLJDjshO4bNoQxsiSOn5Fa015fQsVDTYKKpsoqWumvM75vVq977u1sYV6WxsOh6be1kabQ9Nm18wdm8Tfzxvf6XEHUoH5PFCitb633bZ84AKt9Q+ux/cAI7XWl7bb53vgGa31Wwcd70/AHw8+T2cXPjtL6ymvb8EaYKLV7qDNoYkLtZIYGURksIWoYAsBMibI7+37g9LkunHQane4fjQtbQ5a7A4cWjM5vfNB757+I9LTnG2/3dbmIMA1hkJyVBzM13LW4XDmbGCAScb+iE75Ws5qrWlssWNSSobGiE75Us7a2uyYlaK0zoY1wER4UABWs0l6hogOBlKB+XfArLW+o922CmCG1nqr6/FNwPFa63Pb7bMKuEdr/XkPztG3WWTFgOZLdymF6AnJWeFvJGeFv5GcFf6or3nrT00aOcC4fQ+UUomABec4zK72CQCygHVeilEIIYQQQgghBix/KjDnA1OUUqcopaKBR4F5WuuWdvssBoKUUtcppSKAh4AVWusi74crhBBCCCGEEAOL3xSYWutK4CLg30AhEAzcoZQ6RimlXfvYgXNxLk9SAhwJXGlIwEIIIYQQQggxwPjNGExvkD7roi9knIXwN5Kzwt9Izgp/Izkr/FFf8zbAncH0BzKTlvA3krPC30jOCn8jOSv8jeSsMJIUmO0cTqXuuks0oH+L5TNw2tdV25skZw+PfAZOkrP+RT4HyVl/I5+D5Ky/kc/Bqa956zdjMIUQQgghhBBC+DYpMIUQQgghhBBCuIUUmEIIIYQQQggh3EIKzL77s9EB+AD5DJz85XPwlzg9ST4DJ3/5HPwlTk+Tz8F/PgN/idPT5HPwn8/AX+L0NPkcnPr0OcgyJUIIIYQQQggh3EJaMIUQQgghhBBCuIUUmEIIIYQQQggh3EIKzB5QSo1RStmUUumux7crpUqUUtVKqX8ppcyu7Val1MtKqTqlVL5S6hpDA3cTpdRgpdRXSqkGpdQOpdQ5ru0XKaXylFL1Sqk3lFKhru1KKfU31+dTqpS6x9h30HdKqd+63mujUmqFUmq6a7tP5oLkrOSs5Kx/kZx18qe8lZyVnAX/ylnX+Qds3krOOnklZ7XW8nOIHyAAWAFoIB04FigFjgAGAauAW1z7/hlYAqQAU4EqYJzR78ENn8GPwANAJHAGUA+MBWqBE4FE4FPgEdf+VwE5QCYwAsgDTjP6ffTh/c8CSoBsIAi4HSj01VyQnJWclZz1v5+BnrP+lreSs5Kz/pazkreSs97MWcPfqK//AH8AHmn3y/gy8GC75y8BfnT9Oxc4od1zzwN/Nfo99PH9jwP2AKZ226YAfwTeaLdtBlDk+vci4Np2z90DvG30e+nDZzADKAJGun4ZfwNs8NVckJyVnJWc9a8fyVn/y1vJWcnZ9u/PH3LWda4Bm7eSs97NWekiewhKqXHABTh/IfcZB6xp93gTMEwpFY7zl7XDcx4O09OmADuBd1xN6ZuBGDr/HJKUUmFdPOe3n4PWeinwGbAZaML55fxrfDAXJGcByVnJWf8z4HMW/CdvJWcByVnAf3IWJG+RnAW8l7NSYHZBKWXBWc3fqLVuavdUBFDT7nGda1uE63Fnz/mzOOAY4HMgAXgQeJ/OPwfY/1n0m89BKXU8cBYwHWe3ir8Cr+D8YvKZXJCc/ZnkrOSsvxnwOQv+kbeSsz+TnMU/ctYVp+St5CzgvZyVArNrd+NsGv7+oO1VQHC7xyFApWs7XTzn7zZqrV/SWtdrrd/C2VR+JB3fKzg/h64+I391Fs4uET9qrWtx3v2LAlLxrVyQnN1PclZy1t8M9JwF/8hbydn9JGf9I2dB8nYfyVkv5awUmF07DrhZKaWVUtq1LRdIxtmMvM8oYK3WuhEo6Ow5L8TqSbmA5aBtZmArHd9rjuvOWE4nz631YIye1giofQ+01g7ADnyAb+WC5KyT5KzkrL+RnHXyh7yVnHWSnHXyh5wFyVuQnN3HOzlr9GBTf/lh/4Dok4F8IAvIwDkw9hLXPn/F2fQejXM2pjIgw+jY+/i+I4EK4CYgDLjC9f5H4ryrMRlIAr4B7nG95pc4+2onAxNc+880+r304TOYifNOzUwgFOedwDW+nguSs5KzkrP+8SM56795KzkrOetvOTtQ81Zy1rs5a/gb9Zeffb+Mrn/f7UrSSpzTHSvX9hDgTZx3B3KB84yO203vfSLwA84+1z/gmpoY5/TNha7tzwFW13YT8C+c0z4XATcb/R7c8BlcivNOVh3w9b5fLF/OBclZyVnJWf/5kZz1z7yVnJWc9becdcUwIPNWctZ7ObvvhUIIIYQQQgghRJ/IGEwhhBBCCCGEEG4hBaYQQgghhBBCCLeQAlMIIYQQQgghhFtIgSmEEEIIIYQQwi2kwBRCCCGEEEII4RZSYAohhBBCCCGEcAspMIUQQgghhBBCuIUUmEIIIYQQQggh3EIKTCGEEEIIIYQQbiEFphBCCCGEEEIIt5ACUwghhBBCCCGEW0iBKYQQQgghhBDCLaTAFEIIIYQQQgjhFlJgCiGEEEIIIYRwCykwhRBCCCGEEEK4hRSYQgghhBBCCCHcQgpMIYQQQgghhBBuIQWmEEIIIYQQQgi3kAJTCCGEEEIIIYRbSIEphBBCCCGEEMItpMAUQgjhM5RSLyilfjxo231KKa2UmtZuW4xSyqGUutSDsSxWSv3OU8d3nSPd9d6SXI9fUUo928PXXul6rVZKjXBjTNe2O266u44rhBBiYJACUwghhC/5AjhSKRXabttpQLXrv/sc3W7/gexbrbXSWm911wG11i9orZW7jieEEGJgkQJTCCGEL/kKUMBMAKVUInAE8EcOLDBnA6u11mVKKZNS6hGlVLFSqlEptVopNdf1+heVUl+2P4FSaolS6gHXv8cppRYppeqUUjldtYgqpQKUUn9SSuW69n3bFRtKqWNc575FKVWglGpSSr2rlAp0PR+rlJqnlKpxneMupdRupVQckOs6RZFSaqrr31FKqfmu95KvlPpFTz44V+vnc0qpd5RSDUqpIqXUVa7n9rWU3ug6d51S6iGl1C+VUnuVUmVKqb/15DxCCCHEoUiBKYQQwmdorauBFcAxrk2nAiuBV4GRSqlBru3HAJ+7/n0hcBYwHYgF3nftj+u/xyqlYgFcr58GvKyUigcWAa8DKcCtwJNKqRM7Ce1PwEnAcUAWYAf+2+75BGAyMN7131OA81zPvQJoIB04HbjM9V7LgaGufZK11stc/z4XeMN1zKeA55RSPf17fRXwnuu1T7rej7Xd83Nd8Z0H/B44H2cBfxzw63ZFrhBCCHFYpMAUQgjhaz5nf4F5GvCJ1roGWAqcppSKxFnI7SswF+Ms/nYD0UAdEOd67nsgH2cBCnAB8L3WehdwObBSa/2S1rpOa/0l8CbOgvVgtwF3aK1ztdYlwO3A9HYFrwJu01pXaK03AmuAoa5WztOAO7XWVVrrbcD93bz/r7TWH2it63EWy1Gu99UTn7he2wC8DYTgLDb3+bPWugxnSzHAo1rrYq31BqAIGIQQQgjRB1JgCiGE8DX7xmHGACcCH7u2f4KzWDsaZxG5r8UvEvgPsAtnUTVz34G01hp4DWdLHTgLzJdd/84ATmo3oY0GbsLZmvkzV0tnOPBDu/1KXU/v29fmKoL3aQQCcLZQOrTWee2e29PN+89v9+82138t3bxmn9J2/250/Teg3bZCAK21w/W46qDXm3t4HiGEEKJTUmAKIYTwNT8BtcA9QJXWep1r+yfAsTi7n36ttd5XfD0LbNBap2utZ7O/e+w+rwHHKaUmA9k4WwUB9gIfuCbJUa6JbdKBGw56fSVgA8a228+Ks6vp6m7eSz1gUkq1b0XM6uY1upvn+8KTxxZCCCGkwBRCCOFbXK1rXwE34ywq923PwdkCdw37u8eCs9gLUkoFK6XGAvcB7JuJ1tUddhnOsZDvubqPAryDs/Cc43rtDGA5MPGgeOw4i9b7lVKJrpbVx4Hntdat3bydzThbVh9WSkUqpUbti89lX5Hc0y6wQgghhE+TAlMIIYQv+hwIpF2B6fKxa3v7AvPXOLvNVgJP4xwfufmg174KjGJ/91i01jtxTqjzoOu1r+Ico/hhJ/H8Bmdxux5nF9dBwBndvQlXsTwXGIyzxfQjnJMD7Sss9+IcJ7peKTWpu+MJIYQQvk45h6cIIYQQwhOUUqOBXVrrJtfjy4AbtNYz+njcK4ErtdbH9DnIzo+vgaFa692eOL4QQoj+SVowhRBCCM96H/iLUirUVWzejbMlUwghhOh3pMAUQgghPOtiYApQBiwEFgCPuenYs10z245w0/FQSl3rar0UQgghek26yAohhBBCCCGEcAtpwRRCCCGEEEII4RZSYAohhBBCCCGEcAspMIUQQgghhBBCuIUUmEIIIYQQQggh3EIKTCGEEEIIIYQQbiEFphBCCCGEEEIIt/h/JlfnoNJXVicAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import ast\n", "import matplotlib.pyplot as plt\n", "\n", "# Load data from 40 random spectra\n", "test_specs = pd.read_csv(\n", " '../data/S2_corrected_40_random_oo_spectra.csv')\n", "test_spec_info = pd.read_csv(\n", " '../data/S2_oo_40_random_spectra_info.csv')\n", "\n", "# Set up figure\n", "fig, axs = plt.subplots(\n", " nrows=4, ncols=5, figsize=(15,12), sharey=True, sharex=True)\n", "axs = [ax for sublist in axs for ax in sublist]\n", "\n", "# Predict, measure and plot for 20 random inputs\n", "for i, ax in enumerate(axs):\n", " pred = cc.predict_spd(ast.literal_eval(\n", " test_spec_info.loc[i,'intensities']))\n", " wls = pred.columns\n", " ax.plot(wls, test_specs.loc[i].to_numpy(), label='measured')\n", " ax.plot(wls, pred.to_numpy()[0], ls='dashed', label='predicted')\n", " if i==4:\n", " ax.legend()\n", "fig.text(0.5, 0.07, 'Wavelength [nm]', ha='center')\n", "fig.text(\n", " 0.07, 0.5, 'SPD (W/m$^2$/nm)', va='center', rotation='vertical');\n", "\n", "fig.savefig('../img/STLAB_sphere_measured_predicted.tiff', dpi=300)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looks like we can predict the spectral output with a good level of accuracy. There is also a method to fit curves to the unweighted radiance of spectral measurements." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = cc.fit_curves()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nice and linear, overall, with a only a slight loss of linearity at the ends and for some channels more than others. If necessary, we can correct for this using the model fit parameters and the `.optimse(...)` method." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Safety\n", "------" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We evaluated the safety of our stimulation system in accordance with the [British Standards Document on the Photobiological Safety of Lamps and Lamp Systems (BS EN 62471)](https://landingpage.bsigroup.com/LandingPage/Undated?UPI=000000000030149289). Initial scoping measurements collected with a Photo Research SpectraScan PR-670 for all LEDs at 100% gave a luminance reading of 18000 cd/m$^2$ at the plane of the viewing port. \n", "\n", "**BS EN 62471: Section 4.1 (Annex ZB, page 40)**\n", "\n", ">\"Detailed spectral data is required if the luminance of the source exceeds 10$^4$ cd/m$^{-2}$\"\n", "\n", "The maximum output of our source exceeded this specification so we obtained detailed spectral measurements.\n", "\n", "**BS EN 62471: Section 4.3.3**\n", "\n", ">\"To protect against retinal photochemical injury from chronic blue-light exposure, the integrated spectral radiance of the light source weighted against the blue-light hazard function, $B(\\lambda)$, i.e., the blue light weighted radiance, $L_B$, shall not exceed the levels defined by:\n", ">\n", ">$L_B \\cdot t = \\sum_{700}^{300} \\sum_{t} L_\\lambda (\\lambda, t) \\cdot B(\\lambda) \\cdot \\Delta t \\cdot \\Delta\\lambda \\le 10^6 J \\cdot m^{-2} \\cdot sr^{-1}$ (for $t \\le 10^4s$) \n", ">\n", ">$L_B = \\sum_{700}^{300} \\sum_{t} L_\\lambda \\cdot B(\\lambda) \\cdot \\Delta\\lambda \\le 100\\,W \\cdot m^{-2} \\cdot sr^{-1}$ (for $t \\gt 10^4$s)\n", ">\n", ">Where:\n", ">\n", ">$L\\lambda(\\lambda, t)$ is the spectral radiance in $W \\cdot m^{-2} \\cdot sr^{-1} \\cdot nm^{-1}$\n", ">\n", ">$B(\\lambda)$ is the blue light hazard weighting function\n", ">\n", ">$\\Delta\\lambda$ is the bandwidth in nm\n", ">\n", ">$t$ is the exposure duration in seconds\"\n", "\n", "\n", "Using the minimum radiance limit for the retinal blue light hazard exposure limit, given as 100 $W \\cdot m^{-2} \\cdot sr^{-1}$ for exposures of greater than 10000 s, we note that our source is below the retinal blue light hazard exposure limit. These findings were confirmed by processing the data with the NPL EyeLight software: \n", "\n", "(Units are $W \\cdot m^2 \\cdot sr^{-1} \\cdot nm^{-1}$)\n", "\n", "* Raw Radiance: 71.5\n", "* Blue Light Corrected Radiance: 18.8\n", "* EyeLight: 16.8" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](../img/EyeLight.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Section 4.2.1 (Annex ZB, page 40)**\n", "\n", ">\"When the luminance of the source is adequately high ($\\gt 10\\,cd \\cdot m^{-2}$), and the exposure duration is greater the 0.25 s, a 3 mm pupil diameter (7mm$^2$ area) was used to derive the exposure limit\"\n", "\n", "Given that our sphere may be used in a dark room following a period of dark adaptation, pupil diameter will be greater than 3 mm at the start of exposure. Typical experimental exposures will also be greater than 0.25 s.\n", "\n", "Pupil ratio $(\\frac{7}{3})^2$ = 5.4\n", "\n", "To take this into account we applied a pupil correction factor of 6, which reduces the retinal blue light hazard exposure limit to 16.6 $W \\cdot m^2 \\cdot sr^{-1}$\n", "\n", "In conclusion, when running the source at 100% and applying a safety factor to correct for the pupil size, our stimulation system is above the radiance retinal blue light hazard exposure limit value of 100 $W \\cdot m^2 \\cdot sr^{-1}$ for an exposure of 10000 s." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.7" } }, "nbformat": 4, "nbformat_minor": 4 }