{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Adaptation Measures\n", "\n", "Adaptation measures are defined by parameters that alter the exposures, hazard or impact functions. Risk transfer options are also considered. Single measures are defined in the `Measure` class, which can be aggregated to a `MeasureSet`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Measure class\n", "\n", "A measure is characterized by the following attributes:\n", "\n", "Related to measure's description:\n", " * name (str): name of the action\n", " * haz_type (str): related hazard type (peril), e.g. TC\n", " * color_rgb (np.array): integer array of size 3. Gives color code of this measure in RGB\n", " * cost (float): discounted cost (in same units as assets). Needs to be provided by the user. See the example provided in `climada_python/data/system/entity_template.xlsx` sheets `_measures_details` and `_discounting_sheet` to see how the discounting is done.\n", " \n", "Related to a measure's impact:\n", " * hazard_set (str): file name of hazard to use\n", " * hazard_freq_cutoff (float): hazard frequency cutoff\n", " * exposure_set (str): file name of exposure to use\n", " * hazard_inten_imp (tuple): parameter a and b of hazard intensity change\n", " * mdd_impact (tuple): parameter a and b of the impact over the mean damage degree\n", " * paa_impact (tuple): parameter a and b of the impact over the percentage of affected assets\n", " * imp_fun_map (str): change of impact function id, e.g. '1to3'\n", " * exp_region_id (int): region id of the selected exposures to consider ALL the previous parameters\n", " * risk_transf_attach (float): risk transfer attachment. Applies to the whole exposure.\n", " * risk_transf_cover (float): risk transfer cover. Applies to the whole exposure.\n", "\n", "Paramters description:\n", "\n", "`hazard_set` and `exposures_set` provide the file names in h5 format (generated by CLIMADA) of the hazard and exposures to use as a result of the implementation of the measure. These might be further modified when applying the other parameters.\n", "\n", "`hazard_inten_imp`, `mdd_impact` and `paa_impact` transform the impact functions linearly as follows: \n", " \n", " intensity = intensity*hazard_inten_imp[0] + hazard_inten_imp[1]\n", " mdd = mdd*mdd_impact[0] + mdd_impact[1]\n", " paa = paa*paa_impact[0] + paa_impact[1]\n", " \n", "`hazard_freq_cutoff` modifies the hazard by putting 0 intensities to the events whose impact exceedance frequency are greater than `hazard_freq_cutoff`.\n", "\n", "`imp_fun_map` indicates the ids of the impact function to replace and its replacement. The `if_XX` variable of `Exposures` with the affected impact function id will be correspondingly modified (`XX` refers to the `haz_type` of the measure).\n", "\n", "`exp_region_id` will apply all the previous changes only to the `region_id` indicated. This means that only the exposures with that `region_id` and the hazard's centroids close to them will be modified with the previous changes, the other regions will remain unaffected to the measure.\n", "\n", "`risk_transf_attach` and `risk_transf_cover` are the deductible and coverage of any event to happen." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Methods description:\n", "\n", "The method `check()` validates the attibutes. `apply()` applies the measure to a given exposure, impact function and hazard, returning their modified values. The parameters related to insurability (risk_transf_attach and risk_transf_cover) affect the resulting impact and are therefore not applied in the `apply()` method yet. \n", "\n", "`calc_impact()` calls to `apply()`, applies the insurance parameters and returns the final impact and risk transfer of the measure. This method is called from the `CostBenefit` class." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The method `apply()` allows to visualize the effect of a measure. Here are some examples:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 22:08:50,842 - climada - DEBUG - Loading default config file: /Users/aznarsig/Documents/Python/climada_python/climada/conf/defaults.conf\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'TC: Modified impact function')" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# effect of mdd_impact, paa_impact, hazard_inten_imp\n", "%matplotlib inline\n", "import numpy as np\n", "from climada.entity import Measure, ImpactFuncSet, IFTropCyclone, Exposures\n", "from climada.hazard import Hazard\n", "\n", "# define measure\n", "meas = Measure()\n", "meas.name = 'Mangrove'\n", "meas.haz_type = 'TC'\n", "meas.color_rgb = np.array([1, 1, 1])\n", "meas.cost = 500000000\n", "meas.mdd_impact = (1, 0)\n", "meas.paa_impact = (1, -0.15)\n", "meas.hazard_inten_imp = (1, -10) # reduces intensity by 10\n", "\n", "# impact functions\n", "if_tc = IFTropCyclone()\n", "if_tc.set_emanuel_usa()\n", "if_all = ImpactFuncSet()\n", "if_all.append(if_tc)\n", "if_all.plot()\n", "\n", "# dummy Hazard and Exposures\n", "haz = Hazard('TC') # this measure does not change hazard\n", "exp = Exposures() # this measure does not change exposures\n", "\n", "# new impact functions\n", "new_exp, new_ifs, new_haz = meas.apply(exp, if_all, haz)\n", "axes = new_ifs.plot()\n", "axes.set_title('TC: Modified impact function')" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 22:08:53,024 - climada.hazard.base - INFO - Reading /Users/aznarsig/Documents/Python/climada_python/data/demo/tc_fl_1975_2011.h5\n", "2019-10-29 22:08:53,048 - climada.entity.exposures.base - INFO - Reading /Users/aznarsig/Documents/Python/climada_python/data/demo/exp_demo_today.h5\n", "2019-10-29 22:08:53,099 - climada.entity.exposures.base - INFO - meta metadata set to default value: None\n", "2019-10-29 22:08:53,100 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 22:08:53,101 - climada.entity.exposures.base - INFO - Matching 50 exposures with 2500 centroids.\n", "2019-10-29 22:08:53,111 - climada.engine.impact - INFO - Calculating damage for 50 assets (>0) and 2405 events.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/Documents/Python/climada_python/climada/util/plot.py:318: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 22:08:53,746 - climada.engine.impact - INFO - Exposures matching centroids found in centr_TC\n", "2019-10-29 22:08:53,747 - climada.engine.impact - INFO - Calculating damage for 50 assets (>0) and 2405 events.\n", "2019-10-29 22:08:53,766 - climada.engine.impact - INFO - Exposures matching centroids found in centr_TC\n", "2019-10-29 22:08:53,767 - climada.engine.impact - INFO - Calculating damage for 50 assets (>0) and 2405 events.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# effect of hazard_freq_cutoff\n", "import numpy as np\n", "from climada.entity import Measure, ImpactFuncSet, IFTropCyclone, Exposures\n", "from climada.hazard import Hazard\n", "from climada.engine import Impact\n", "\n", "from climada.util import HAZ_DEMO_H5, EXP_DEMO_H5\n", "\n", "# define measure\n", "meas = Measure()\n", "meas.name = 'Mangrove'\n", "meas.haz_type = 'TC'\n", "meas.color_rgb = np.array([1, 1, 1])\n", "meas.cost = 500000000\n", "meas.hazard_freq_cutoff = 0.0255\n", "\n", "# impact functions\n", "if_tc = IFTropCyclone()\n", "if_tc.set_emanuel_usa()\n", "if_all = ImpactFuncSet()\n", "if_all.append(if_tc)\n", "\n", "# Hazard\n", "haz = Hazard('TC')\n", "haz.read_hdf5(HAZ_DEMO_H5)\n", "haz.check()\n", "\n", "# Exposures\n", "exp = Exposures()\n", "exp.read_hdf5(EXP_DEMO_H5)\n", "exp.check()\n", "\n", "# new hazard\n", "new_exp, new_ifs, new_haz = meas.apply(exp, if_all, haz)\n", "# if you look at the maximum intensity per centroid: new_haz does not contain the event with smaller impact (the most frequent)\n", "haz.plot_intensity(0)\n", "new_haz.plot_intensity(0)\n", "# you might also compute the exceedance frequency curve of both hazard\n", "imp = Impact()\n", "imp.calc(exp, if_all, haz)\n", "ax = imp.calc_freq_curve().plot(label='original')\n", "\n", "new_imp = Impact()\n", "new_imp.calc(new_exp, new_ifs, new_haz)\n", "new_imp.calc_freq_curve().plot(axis=ax, label='measure') # the damages for events with return periods > 1/0.0255 ~ 40 are 0\n", "ax.legend()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 22:08:55,685 - climada.hazard.base - INFO - Reading /Users/aznarsig/Documents/Python/climada_python/data/demo/tc_fl_1975_2011.h5\n", "2019-10-29 22:08:55,710 - climada.entity.exposures.base - INFO - Reading /Users/aznarsig/Documents/Python/climada_python/data/demo/exp_demo_today.h5\n", "2019-10-29 22:08:55,729 - climada.entity.exposures.base - INFO - meta metadata set to default value: None\n", "2019-10-29 22:08:55,730 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 22:08:56,046 - climada.entity.exposures.base - INFO - Matching 50 exposures with 2500 centroids.\n", "2019-10-29 22:08:56,051 - climada.engine.impact - INFO - Calculating damage for 50 assets (>0) and 2405 events.\n", "2019-10-29 22:08:56,068 - climada.entity.exposures.base - INFO - Matching 50 exposures with 2500 centroids.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/Documents/Python/climada_python/climada/util/plot.py:318: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 22:08:57,003 - climada.engine.impact - INFO - Exposures matching centroids found in centr_TC\n", "2019-10-29 22:08:57,004 - climada.engine.impact - INFO - Calculating damage for 50 assets (>0) and 2405 events.\n", "2019-10-29 22:08:57,022 - climada.entity.exposures.base - INFO - Matching 50 exposures with 2500 centroids.\n", "2019-10-29 22:08:57,028 - climada.engine.impact - INFO - Calculating damage for 50 assets (>0) and 2405 events.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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0bkET6mgLgA8BWA/gmwB+/DhD4SyIJwVDpLHmwkux+UWvxj0f/xPM7d+11M3JOIkYl8cAADfd+oElbklGRkZGxvGCiM5GExPwMmZ+Bhr64UcB/D8A/gszX4gmBuJPnKw2LG+GSFZLWhk+UPDrWlVvuPgKEAzu/tgfYMfr/h1Wr9wSKOq2H4MliD3ay4YcU+L1mESXh9V1q+Rc1w1rY9NSxU4/hzRV1cbgTOswU9KVZapMrdM4xijQOwLAVdXkB8Dj0vc5LELYHmPAcwX46BxImC6lByT6Rp5lMlE6MoXPIyyTYqQ0c0SAZ49Ed4kIsxjiFc/5FVz3z/8vcPgoCtNPhqgNHLCAxaxB7+g4vk7wukqW4WKtCC7dkvOe6KYQancNcV4356y+Ue1/72KCEl0iuTWhDpG0ZdzOECWr9jpYFMtQ6JXvFNC6Sp2KoZFuj7S1Q29FshjAEIFKz6Zopm1SwxIWwqrDOZ0ppwsT6wWh8DovjhFSStX+utfd8O8X+y5oYwDYMyyREvmC0zZmg6iixHAkUSxPdMKCgdavlzq+Fy5lwAo5BlEYIhDMmNL6FEvIJmaL5FpU0aT5kijE2YPSn2mFno9dSadlktCiFwS0MkDRdX3OFBjMxL9pYwd5b8t7h9gndt2SfxZiToMq66losVOOHoBZIhoDWAHgEQAvRxMIGgDehyao9R+djMqflAyRYP3FL8BZz305dt7wmaVuSsZJRGH6WDV7Fh47/OBSNyUjIyMj4zjAzA8B+G0A96MRhB4D8A0AB5hZlmsPAjj7ZLVhWTNEei/eEx9eAyJZPavjhqdejj03fxl3X/cBPOXF/xOMKYKVvpW8a7V80OaQAFhWhFaqN8IQOesyzwYBAMra6xBVdcPGyPlINveVhN7G8HTpELWhiwlS1x0LFLBCXFqGRKzMKJaV3QodAM/1UR8+4nUgFCNEzvxeXZfzwnSzSa5CKStgjJSOEgXM08bZ87Bv353Y0JvuWfFWLwRaaWCOjqJ6I50l7U5AGCN3bpkhaz1IPYIRtigwxW/Kgr1uq6v8XBTrsloxULJsqRXbE+psyJQ1Y8CMWlbgFm3qeNrqUmOS1V7ntNT1kr/mmI3uYps8piEDzZgChivWzZqY3xEL6nnWzJBj8+wzXLBbgXvdIUTnRpk7k4FftcuzIo+u3DfL5JF7hzTHOnwLaxcHAmlzxBDJ/7Z8YWAda23boS0MpyEGbNmOzK7IMYiuXiLQmPw9cfPVs6+uvi6msmtJ3jrpYqZIW0UmlnpR1o5OT5qEC0xQZ1FZoYURovhczQVw+psrV21U1I4ZCue+vKdUUxfBdC2RldlGIroxOP9TZv5TACCiMwB8P4CnADgA4FoAr2op46RRW09qhggAisEMnvbGX8D8oT04+PB3l7o5GScJK/rrMDd+bKmbkZGRkZHRjT3MfFnw96fBb9cAuIeZdzPzGMDHALwQwDoikmXDNgAPn6zGLWuGKPGjoa0ogjSTVrGmN8Ca7U/D4d33Yu25Tw8IE1mJq3K1DhEHjVAWRokfHfExROQZmWEPPNP3PoMqoQsm6Px0WYwJ2pZB2qpMmA1VT8LgFIX3lVKpVYPSJQIRaDAADfqBDpG2KrP+liZZMZgOWVzrEoV9q+wSVS8zC4NZswrHRgdApVY466rf3zcqa0DujesK+f14x1Tq8RRdJhm7gC0QozU9paR88YUjzvPqQEfA3j/n3NEWIuxkYrnGgW4L21Vol+5EcD1xbihJ9C3v8qEUlt9VRrio79Iv0mUFbaWq0W1KLP4WYLVA7CxCvT6Vet6dvoe9b+KXiIDapimN9bFl3z2FvT4um+vVWI7GN0aYJm1BiebmsGJ7IigLKk6UtIL+uTHuGASdZ5pHQ5w3OlZL2KD0norPKzhrS/tzG2M0Qb8oqjd812seQL/rO5w7tqlfOh9zwuRIvYV/CMjUINS+HkkrbGSt2Empfkwwyhlnl35QdN7CIALw/vekftfvYL7qaaGfnQXAYFTLL7D7/QCuIKIVAI4BeAWAGwFcB+BH0FiavRnAJ05WA570DJFgdsPZOLL7vqVuRsZJwprhJhyc34WqHi+cOCMjI+M0Rw0+5X+TwMxfB/BRNKb1t6CRT/4UwC8BeBsR3QlgA4B3n6wxWdYMkfOp0LaSmlLfQSToNdufhoe+9jfYe88/Y+O5zwbgVzRaUnd+PZxUz94CQK+WZXXU995om7IYLPpE/QI86HkX+h26PeGWrkvTFYajtfMdOkkSjkPOQ2YIaPwEia+gSi1LBCFjMxzAzM52W5eJPlWXSRBRQGmooy6zzZeSsEDOT1WNPnpYO9iE3YfuxOZVF7XXG6IO6qlqzywF/WTnZ0mPvWXAHNsjjJzcX/LzswxYoyAPqxUzGwILo+jmkG2q6Lo5gsqudgOi0c3HqmFVElZHr1QDJM+M63+cN7II6liRJoRGSI50TN2uZ5YNQD2ro6FX0x06UoK6IBcSJAkPoVkKPUYVgS1bVLppwtF5zAw1hZieWJHa4rWVJTNgONENC+teEG2MOLUftaXhxJA2KnyKY1BCC7Y2nR0Dp8MkDCYSi0p4n3JKv8jNcWnHIJioXbS/9mUkeSd54ha9J7FslPYIyd2rG4/axAEjY5laYYKL4PnWkO6V8Xm3lVkL6SdJ5R/1feKwTEVyLk+DscWDmX8NwK+py3cDeMGpqP+0YYhMb4Ad17wFD17/cey796ZTUicPptD8PJHon2L5djA4tfUtQPFuXX0xHjp06wmrburttxMEMzq1bzU6td075fUtOhbW40TRP7VKqhND1DwJ6ptoTn8yqpvaqeGJwSl/HgIwgAp8yv+WO5Y1QyT7u+wsch6f/LZi4zZc8Kp/i7s/+x7sv+9mnHnhlVi9+fzAY6xmWOQyBSt5OYoOSOxHh9wqovE9xIMCdb+Helg5JkGYo04P1TU6LcScFVsbmBuhSDEWbsmR+DuydfQKUGkHOYlllo45DfrA0ApDg4Fnl7p0l8L2uUIWYIa6EJbhWJ2mvi0zF+KOfV/CoWM7sXqwcbIA5eo3TTnS7zAulDGNUCQrRLe3LwyOjKtljOqWe6RWiFArcM8CNdWYESeWks7K0g2rnUcuL7nyjPXIrsKCRf6HgiIbNglxWv3hc0UFDETXx7Hz9jn2pSVPR1oYgEqtQ6QbpbI69iVgh7qoKSlCdIuC2GrCEEn5XpeoOa9GMQVnJFBsvw4Cpdp5I/OBG99kpPUPg/4sVubgSLeHwyYFMcc4rCLOX8TvCseGKn21pmjrc8j4ejggQ41W8SN/7oKsuvsYM0Zu3kgZffUOC5AwQ451SUfPsWOWGSKlv1W7QLg2Vl1R+1B08k7X7+dJu/KLZIpan4eOue51jXw/k6m9wFzPmIxlLRAZO0lr+fD0/AvLoYsO78CKjdtw8Q++HXvvuBH3fe2jmD1jC3a88I0o+jPBR1IVxkiUALkvD5R9aGRrpA6O8sHqG9SDwgs1+sPpHhr/4LH9yCbba5V6ONtM9N1DJ3niF6NPHwg7Rra7VLR7DTJAfwAMKi8IdQWR7RJIQsFMh/3oCjvS1k+BFWYKY7B95aV48ODNePq6q+M0XUrpVDf5yzL93bVJuxWIX9bOEZ8jCOpAgTfe3ura8inqQIlaBSOVeSLm2awEJDB7hWzZMtPzVZEXFNQtSLZy1Ms8UqrV2zRQ5xwf24JZdiHcMjNVIxRpQVJvXTvhMRTqgg/3RHB6dG2we2Q16f0LO972HVX0a/TslpkzyZctFyuwm7pGwTVqvw8X9rq9Te68pRM6S7JFZq9LW4P76rYT3RS3bVZuDSgQZNqCYstfWK/Eg3bzqQjmozIU0MKT75sBBnrS6veXNKQlmVyzW5qi9ExaaLPvn7pXgHsEZkIhW58uODC1VTMZXYLRBBIxXKQ09UuH1LGeMKcXQeMtU8eMS4rTZsssRDGYxVmXXIWLf+Ad6A1W4KaP/l+48x/fh4du/izmDu1Z6uZlPA5sXfFUPHL0u6h5CfnojIyMjIwnHJY1Q+ToW1EqlVVNxYGk3SERT1o1WJiih3Nf/HpsffYrcejRO3F09wP4zmf+AJe85m3oz67222CBmaMEhEyCZ4pynqNkvSJ2PTCoBybYNrCrMemPWz14NsStqGq7JecC+2l2Kcgj10ycFpr6dWMUnLutsY4pEdL7gx4wM0hZnC7zdA29dQcszCq1/dYSpHYFVmFlcQYePXw7ts5OoVxtTMOKjVVQWwDoxfbt+h54xk9Cocj2qWdsfLBHmTcxy+RWyjW7uePCfajh9A5K47xgf81UDFNyYp6ut8VCdIbDUOxStGJVq9aEndBbBcHzt+AaNtheSM3u47Y50/qe+j3aSuooXyHaOlOhLMRPrjznnhlqBO9er8Kg3yQS03xjE5disl/XKOA13nlCKA3uYD/aGx63P9k6U6wd99hvWTlmyKZxjiYp+p1ruLGmcGyCuaDvjdtCq5Fu/2hmD8LE2etlkGigJrHcJ7VV5uZa5YPOkmKGJFyMm0/iOHVkUPcMqrpAIW4TToQOk3LC6dBStN+qs3nUuctKbVtli2sWA8vR7H7JcVoyRBqDlWux4fzn4ZwX/ABWnnkuDj56x1I3KeNx4PxVz8Vdh7/hBZeMjIyMjIwFsKwZomSPOAiq58wn21aiLeeNXoDW2bHHYFXb68+Ax2NQHfwefFfrAUV53H6vrFoC00znYK9vUA2NZ3B6akUjTEPY1kTxWqV1ukrSME6U/zSL5ASEZGs+FRxYb+oHojPPDlDP1qmukkug2Kuk8HBAFyhjGh0ilXbD8AIUR27APuzChplzJpcLNPpTOlAtAPTs42GZInG66Y4LOZecgGR8ETCEyW6fnS8yQUQHpSe6KkFZtcwJDnK21DepifpZ0ib8LaovmoVI2CD2+etIUXdCM6hZydcF0qCgiM+1g1YO/CQmahUxkZK2uSKwGz+lP9JhicRMjtVpI0Cj8iX8h71/dcQU2XuNgJkBAiVkT7HosdBKt9qhbcQ0Bixc035532iWKdA/ciFCgnKJ4wDMLQh9LCb6aJpRrP2Ru/RhdCFJoYBmYNr8WgLwoXNqSykyobbX+tZqsDdoOj6Wd/xA8tj3AIev1PY209yEnzn+rTOos9JDjCtorXYiliRwxzJHZogCMDOO7HsIM2vOXOqmZDwOEBE2zJyDvXMPLHVTMjIyMpYdeAlM7rPZ/eOED0oYszJmbGBGzTWtxd91JObgf/WbLXfPHTegnDuM1evPbczmQ1JCWUU46zIntXtmCEBk6VP3gbpPncyQYwBaGKK0zTGb5AM5ItJBituk6luEXoI/9xfqYb9hiAQJ8zY9M+SK73JB0JI+KV9b4tXAZnomvvXgR3H+1pfBUJHmEQeUVdW4Khgqn0pEzgKO+0V8dGySrdaFLpFz+PHS4RuUdVmiexP85h3haSZImKSQOfLPSOjIMLGYjPooxbWzrcmtCNuu9RpaGKGoLIMk5Ein7lKQp+4h1kGRJujQHW7MfENYX1PlOzZGO341fjwdU6T1V5wei2eQWOl4VRKeRTEdoqPi+kIUsCHC5rrG2ETC8tgfCnb6MZooSazBHIPjWSevoxj3y990TaNRMtZsky1ETkwMDqzaHD2myRyOr2vfrZHOlG6rYjKTNtX+z9/H5liIx8lh87EZK5K5hmmxCPPfAQCJFeQkSNpa68Vp544tqJf1F335Iw9fgNkztoJMMdWWR8byxprZzVg52IiHDtyM7Wc8Z6mbk5GRkbF8wN6DS4bHshaI6iq2xjDWGZoZeV8XwhCJFcEkXaIuZkjOV67ZjNGR/eDxGKY3iFYXrToKQOKvI7I6kxVEn1ANvJDl6+3Yb+aQ7dH9YHVuf68CBqyO04QsUlxP9xOhGQ13TkC5okA53+tmhDo2p6N0Xf1BfN3lrVt+c/2zViHqCT9/+8tw890fxdbNz4OhmGJwaesaPDsA+rEfIiYCeoohCgP3Ih6T8DqIUn0bPY5yWXTFgrbXeidbmEV3Q0UZR/oPyGBQjVYdg9aVccIexUxRgoC56fKRoudlFL5BWSEtyBQRwD1PAEZt66g/YoU6gn8m+ipKZ4uZPJuinwP1bHHAGFV1fLM102AMw4BhLOMQOgCsVVpP3llfbOq/lSYAACAASURBVCrkRauln5x2MUWORfTvCufryr0jpD9Shp/j7P+N25CwyerYBnUf297bbPT909SQqid8vbS1dRKE7mJyY1KreyH+pXrDZsLIG6MGIIp2bsir+H4loWYmtEdbTCbPc8vzmQR8zjgu5OELUJcjFP0Z3HPjX+HwvgdQ19mXzRMZ61Ztx8qZjXho77eWuikZGRkZywaMaJfwlP0tdyxrhsjt8Vtvo2JZZkaEYtQkcf4lhCESq682pkivDN2x+aHfX4Hnvu5X8eCtn8XtX/xzrNywHRde9WZQ0UtXs4opcjpFwQpSVleVZohU2zSitiasVru+R+i7KGGGdNpOM5gAojPVsgKvhgblrGlhdSb0J0SwQk3STGCtWlkxBGOehCZhPOUp1+BfbvsQtpz9AhiTegtHxeBBH/VsPyoTQGJVthAzJL6HmNK0mhlKvJUHbXfXZMyd51q97G3SmdJbHJmKYSr27EQHk9J+Ta/I1VwLdDY0U5pYmWnrLxNc69AlSla3liHiQB9Pt10zt7GnamlLzH7o8A2JDhEHllOiu6MZExnfQJdIW5nJea+wvoqoRp+qlCGqCZW1WKqVblLtPCrbdpTBPUoYMDU/NFMkqANmyPVP+iPPh2JhuKU+yw7pezCRjGnzaYVgHoW3qnNeIkrsLAGj9inqyT2Hcb3hkWHnttIT03PN2JBSRaB26MagksDPdlyVp3rfdsXWhvWosUjf30FazQyd4vhvTzZkhkih6A9x7rNfg+e87j8CINx1/QfBmSl6wmLtmu2YnVmPnXtuXuqmZGRkZCwTEKol+FvuWNYMEQeMUHQcN3pEQMAQSZxPzRQFLEkXM6RXUGwAMgUuvOrH8d0v/Dnu/uqHcN6L3gBT9BMp3jEAbvXrV1ZutZMwRDFzoyGBFMM0C/lZIqaA/ZD+UXSeRPychI4VFRugmiGUo1SWXmivO2KKunSHOvI25av+SRrNFKmx2b7jZbjru5/Cmec8z/lZCVmleqZAPdss98hZn3Ggr7EAM5T46SHvKVpbR6m2JoxV2AG9mnaBZ6H+Yfe/szJzfnTitlF4X7v0GfTKXMVOI/b90i5gEvYnOF+QGVLPVpRGkx8TVvppPyyEEQosQcNjmI/Vc8baCksxKHXt9YDk+e672GbWnw1V6FOFgmKGqDIEIz7LhFUWaqgyUdpQ70u/e1zwaDVPE0uuwEeaYy40A6YZotr/FjJCTG1tQwSS/Zngt+TxVvMo0llyR9tm9xrTVFhQsfaj5K7Hv4esF0kRwT2N64/LMOKTalChlMDjwuQV8b1JdIiC/5O53Lk74M+dnpH+HmWK43HhCTt88hIzi9iYTCfnZMHAFH1c+JK3oq5KfPtvfxf3fvVaPPKNz0ytW6S3csxi1PqPh/lUL8LFPBzicLIeTB6TEOUMRcfxikXknTU2z/SNHK808XF2urxnbLgQKArs3Xs7ylWau+5GNdOLjvXM9HnrQdO2ajB9/1jM/NuioS+U9zheiOkC4fjzTpXHLVLshUXMcR0tfFHQoR2mqU8ecR03YQIqG7pFhBn3kZwCYtptFrHlwQMrRMlxuIgOagFoqgrtUbKcqq+HFkqnwXG0jVU9i6mP7DaaCy81BWrlcHERcVkD44Hp80T50Wztnuq/5Y5lzRCRXtEpq5BQKNIvW1KraYnWHB0rAERIdE8Cyb3oDXDBS/5n7L//FoznDuHAQ9/Bwb/7Y1z4ip9AMZhx+9bJKjeMgwYlFHURNXrCBOfJChnpeeOOxi5v7UqHjU8scXu6CKJQKArZjrB+EFD3POPVJhR16RbFDJESirpeBiFxUjPGKw2oboQiqhqhqJM5CvSRtl1wNe6794tYd84lKFcV/qNcMcrZHsar7Go+tPqquVUommSBF45Vm1BEStcs1IeimluFIq+HQOo3tJ8HFo7pHBPmyD9TTPGz0aWr4SmHOG17HlU9Ne2iyh5r387E0XAwX6hGOn/qIA+mRCgUtc1HBIJaReAeN23tAajJsxOlvtfeuqgYVKhKg6JXo6oNDDHKysDYuisyKMk4i7GZnrdsrJhQGJvPeErFdEhxFQDMFeABg0aEetD4TauHrKwPfX+L+eCeF9Jo+36V/ji/RHHeSKeIfP9hkOrLaFZvmpvUwS45hMKK8pvFmtUKhQXtXVtitbk89rowZjVAhWXRCm7Kdu9Am1cxRqZgVGiEIh6bJlaceCHv+TGPuiPVh0IRI2Zu1bhp3aJIKFpo/DKmwrIWiPysaQ7RB0/TiXoFKVlN8CJUSoGsHnpfrxytEMPAxrMvBQBs3nEF7rnx47jj8+/G01/6b2H6/aipfoXuHTuaAZwSeCs6HoCoSXrrpaX/yUdWjYUbk0K9ONrqU3kigagA6p5/2JNVygTBLmp78FsrpawgArLRTiu1wKzuHzGw7sJn497bP4O9x+7H6jPPiwTncoXBeFTYsqVML7j6oLmpcNiGJuRE+xjr7UvXjpL9/dNbcXac5b4ldHyxODZJ6nfjpALBJua+zjFc+PzEY5GQrbKVLU7mgGQeSLGs5nK4HSdbgIkhwmK62/FcdSkBN3Wqr7nqoC/SuHNZg7mAzIr1GZsCI/QwHDQ+Q2SLLRJ6TDzo4uRxOJCymuM89VHZfLV1FOrD+MQCg5m3QltAcLrtLxeYWfLGZUTjLsUW/iIbBmQ+yvzRi1EcH/ywqDvU5RogZHRUW/Vcdw433XuA3J+4ueCqfY7LAqhnA/sSsQvDwjbch6h7cN/eow4F7ahtam677qtvXOS9xL2LOCl3ITwRdHpONZ6wW2ZLBSKDp1z2g+j1Z3HPjR/LAUSfICBTYMvTrsYj37luqZuSkZGRsaRoBPisVK2xvBkii8TRWJ1eS5yQaUVX9pK90eEvtEzTQjnHrAPhoue/CTf/w7tw4O6bsHHbs9qV54SqHjOKUSo4TaXvodgszQRE7VJjkm7jxef1JGdeajUUXuceoe6RU+zTLuYXNMcPt8EUQ5Tct6A54WquOdpzTe+7MYkLWXfp5Xjw25/FwdEurFi7yeUdryCMrf6Hr8MzKG77Va/gJt2/lpVg2DbfB8tCFoQulwN6y0yPN5uWbcquZunVKAJmUTFFXdtgzXaZYk5atrvCokzwv4O0oVDnYRm1ZWz0NsFJRviuAZAqtAt7IBnYuP8reb/Y8awtQ1QPCDW8eX4VdCbZGrNMkA5wSpaVKAxjzjTsdClbVtr+3TJDzlS/Zb5qVon1uy+ADzBrz2HngnvPTKDvFnvfWnYB3E/qPQC9/dVSb6Jzo86d4ndFjhnyHYv7bSwLRLL95gqA25JzzFCpHoRwHHT/ksC6qisd77Xo0vKXOZY1MkN0nCh6Q+x49g/i3ps+iaqcX+rmZEwB0xvgrGdcjUe/+fdL3ZSMjIyMJUXNdMr/ljueEAyRBgWMjWNDlMSfKPbVQdxHbYbeFQ4jTK9X7wScsf589PqzOLb3IazZ8JSo3qicWYYpVf4w2aR5ovVJnAKjSsbTMEPtOjCN4q6uVx2DttYFmpAKwhBpawm94g/a6AtS5Tqlx/Y+AAFTY/tptCJ9l05YUMa6578Yu977mzh47BHMbtwKqoFyljB2CvxSBwU6SbG+waTyNZJVnm67PdaR3kpHWaKPo3SIprH00mlCZWUffibUEfLMVKpL5NP4EBeSJmZOEj2h4Ddnwa6YovA5dEGSp32XTphjx6XM4nQ/bGaZJ0V8bnm+5lpfnlE7b/qi2WsP4sZAjmDUaNEngtd1EYjbhMLUTtF7vmgeRFEuHs9bAwDl+iFxDhj105av9PC8OwV29yfUIQKzZ687jAsiUmSh+xjdvxbdoKhR9qif3RCKzfUuT+QZCua8ZaV82A3Ngtr76RxCwp2T+s2Z34tukZ5HTIniuo6QnLynodKFjeg6z1gUMkP0OLFq7VYc2H3HUjcjY0oUgyHOvOzl2Pm1/7HUTcnIyMhYEmQdonYsb4aoa0Un+70IVzD2Ny1Vh4K5Zn60HpK7zun1xIlCc37uBdfglq//GQ7vewCbtl2GNRt3YDBcFaU0Y8CMWzrTxQRQmkYzXm0u4Tv9WSQsU3rU49dpZYbAykzqE50WYTCUjotrRtv9VDpEXQwfKGWCqg62JalCjeeay6/E7m9eh0OPPYDZTdtRzgLjlhWyDsLbqavU0ac2hIyQbntXefp+LoYZanPqBqi6hMAQhkauaz2h4LTTMaJStArPxGmqZoRkIe4W7+E8XojV6dAzaU2jkIx3ONcTZi9WknKBUgOmyK/gbVobBDRkhBg+CGwR0NqFfaElTFGXHgmAwgYk7lkfOMfmY50i1zZlFj8JCTMkz2XhmSHf57R9XZiWGQrfzY556mKak/d2UJn2y5C81zQbys27J3RTIsxTXzFD8k0JWKE2x5kAHFNU9/QuhM+j9cR0RyfvIEz4LWPRyAzR48Tsyg247Oq3YcOmi7HzwRvxjeveiZ0PfGOpm5UxAaY/wMYrr8HuL/3dUjclIyMj45SDQahgTvnfcseyZogoCd0Bd3SrTelBF6MR6qB06BS4wJjjeFVBgb+bztU7Mwx62LLtcmzZdjmOHHoUN3/9T7HxjKeiP1jRlFtyK0OUMjnBwfm8idkqxwzZZVMUxNMvOOO+q5Ad2uWICXQYWOtxtDABwrbplZpmLqaxOktWpB1jwiYozwU7tdVTfJ4guC7lr7riCuy54Toc2n0PNlx4kWObIkvGxDmd6s9x6KRox6Em1H/osu5q6Ye0UfIKq1kOCeWYUiaojRnqWD13+oQK0nffpwlspJqfuj5Xb7B4j3yOBUW4pkzoZ+LfSPdDd0LGM6iI9LzU3iPlPGRqZWXvdFGaYxPew6C2zjerSpibGjVZP1hKF6XQOkUtc65nLdJmh2ObpqlPDFtFmXUaQpHKjsl3HHPdWaG2MN7uVN4VbV6bNSMl5co9lrSqcA6VTDvqTZTcDDf+vMDeeaOr3/qA6jXHwp5LaJaqNokOUfL9sX6kOPAR5eenmkuaHWz5lmWcHCx/ke0JhhWrzsJ4fAS7Hr1pqZuSMQGm18OGq/8V9lz36URxNSMjI+PJjmxllmJZM0TFnN1rn0N8HAcrbGEJjqMnOiCr6HUUis1pVqntH01yS2O7MhiXICpwaP99qDY+E/3+CtC4hhm1rM906IVwvnR4mdY+WxyLRRSstOOJ5xYesnop4h846B93eFR1JVLDzhVjrwvimCa3Io3PJzIqKq27j5O8X0+7YmphhkIdpdXPfT72feU6HH30PlRnnd1kCX1PLcQQTYFaWfYkwYcDS7kkHMUC/YusscTCaJYwAnW3NbwnCzFECia08utgZBO2J2SDVNpa6Z65esognV3sd6j7JCyQ9+ZLyco78WcmWRUrSmXwo5r/rn/OSiloSD9uk7NWEqvAqvkoVC5gq7C/5JioJKZZhz+iML/4VRvaUCDFbJPniGkCFlt3RKhMt5kZj03cZqnDjWfA5oQkWe3nnhzdfZW4Xm3zWHToxKOzhLoQC70+O2s9YWj8nBNK39YjFl2u0UH7Vd0+OkHMxpABqFc33sXlmi23sFaCPcsQDazulht/4m42Z6gmW1C/m7tKP21BdmsCFgjP6cDInqrbkBmiE4yi6OPyF/8C5uYew55HbwEAzM3tx85H/xkPP3QD7rn7czhw4F6XfjQ6jPHoyAmpe5Jp/8mAGZ/S6hYVSHSq8ooC66/5Xhz4yhdaPY5XwxNb30IoV5za+sanuD4tHJ5sLCpw6YnAKa6vUxn3pFV4iuvrneAHfgE4wetU1dc/tfVlLIwnFkNkP8Cm9B9/0X1xe/1T9EhWdbUOdupWkFbydx6KORHavX8jjo8lY0WxBuee/SLcetu1uOe+z2Pr2Vtw5NAAvd4MesUQ37n1w+j3V2LlyjPx6M6bMByuwZlnXozDh3fi2c/5NzYAqOxF65Vo3ORQL4NNMy6JD6YOPQjjWKFgdVe0r+rCPXFTMahsVtZm7Nvkxj5YVUZtDs/1eKq0jjUQvSEDF4R0QR2btnvVwVysfNazwN+9FYfuugUrn3Fp7A2bG6Eo8T80xXfB6UKoJUcnQ2StzMoVLfoHYT8CRFZ3tm3V0IYRm6Bb487ZCkUdbI9GGEy5i8Fssw4MURepvoguP/Q6L7pVQgokYqtmH53XYvaBS6F+kywy14WdtEyOqf198o3rqFff58B/lY/tZZ/h2oBrg9qyupVjJzhhvHqRj++UoCZqmAlm8qHL7KAPLYNRWJbpiD3OFX1oVJYZklhbekx0INUmUF8wBsGz7HzuCNvjLFeDxsu7pxS9JsmDqH7u2zd7r3aeoX0RNo34yXKDYg8tFG4SADZ56QNAYVki+/63AlIXM+SqjfwQNdeKQbvJq7ecoyaAbL9uobYmMGvBzxPTLAhCNVWohNMLy1sgOtYcRZlaqGwqwxeW3zICgriGLT1zgpC8+GzehLHUwUJHKWfvPLWXNpEIUSVjfnQI9z/wZTz1vO/D+rXnY/OWjTiwb+wUXy/cdg32H7wXc6ODOG/zi7H3sbtw6MjDOHDgHlBZgoLG+20ueamqTrmPGLv9Q1IvaS8YyRaZLTNQyGat2JeUH1wqm23FWj3I7qUtLzf5eRqBSP2TmGCzb8uCyoa6zYFCtj5SQVjz4qvw4Ec+hNlLLgYNZZK0tHsBxPXJSztO48zs7QfBHQOz+0kuD0JEW0DiimAAlIHpsEvbZna/CAFP2ggAdRUIL6rNnQrZFKTp2kYMFNqB5pEmq9zumqoEo8SFRnDsCjPY5TjUS5V++zlhQQMzdOlX03YKnqG4OCeUVQTUhFoUl0nCxTCMCCI2MKy83grVCQoeImeib6+IjkZlyxjIFprbhvMvj9HYOm+spKPyQovb7h9IpM8DNzdVhJh6KNKcOhI7gYTGSsCTd1AR56Eeo7CCkARRdS3qCE6tHSYCXtBzAl8d1+/N5RnGFCi4ctuVctSCULot5QXa3qBsa1qQ0h5r8m3SFiVdq2855em3xjIWh2UtED1RcWxuLw4cvBcHDt6Llz7/fwdR/FU0VGDD2vMd+7Nq1WYAwMHDD2HX7n/BWZue5YSXjJOPmR07UKxZg4NfuR5rX/bipW5ORkZGxkkFA6izxkyCZS0QyepMVtWykjRlGApDSdUqPAUHTgJF2c8pYpOszq3kL6sJyyyH2yduS0ycNpaSR85twL+qxrrZbbjsaW/F6pmz0Oc+zLiCGVfJktUxNnbFs2XDM3HrbR/BsFiJM9afH/VH6BhPD6dMDgfKm02f4+02vTIOzeNllULOFDguPmQrmvFHsNyxK0S3FRc1udVcXS+CRKFdK6aGTvySrb8FtpTCbbJOp5QFgIKw4Ud+EI+86w+w4vnPRG/NGnBEZSt0yaqFHztnKqy2ICrHDNkGyHmwbdnpkK1j26ZxHNr8WBaMshcwmpqlCO5JwkgtgEgB3LkNiOuZtNXaVV5X2AjJFuqOJUyRvkeq39FPYkad5InHpi6cLnPCFElb3HAGjIpm4byJNbvLzHAsUC3vs4JRyyDIM1rHzjFk7sePpX3uFEMrz7I8j4OiqWitVbaeG/dRVk1FJB21A5qMkWJyos4XDW1U2y0lPefFTB0M1GVh26YGVtqstttMr0ZhzdoH9piEx7BwYxNcF+eX0k9hY6pa5/Xv1R5V6KNy18ThZRczJPVVTBgOxq1pNNx7rTaujTqUi0ub5M2L5JONLCKeBBARzlh9Hvq92UXmM1i9YgvWrtp2klqW0YXBpk1Y86IrseuP/xzVwUNL3ZyMjIyMk4ocuiPF8maIWhRP5frUps9KFwVIHfkJU+NDdlCUp+5TrE8EhMuxqB4BRUtXq9Cgl7PCTFnJ/9yzrsSRo7vx9Zv+EM+48PVYs+psV7Df644VnrzOBvk2aD0HzQj1hEVL9QO8OX9cX2h+b0rAjBgYtFMWeiXT6mrfsRvtNIVWsq4ZngzsYIo8e9ZShu6flAsCmeb+nvHK78WRm27B6P6HMbvmqS0MjbrXypybg2QJYSKrTacTpVfi5ANN6n4Eeg4RnP06PDtVINUzA8B1XB/X4X1J2cZp4apaiLULrpNilbrYHqaGKKl7SEO6THLLIPV0MGCd91UaWbMP2ir3SznUTML9BHpcTl9GmL5QobcmR3vKlnkNgDhmhJwxgXretd5Q229FB7U5tEzRqOwFDiDjrtMwDkTr4d8vYqIvjgy7mKHCHqtQqU0HgFVGDqLQTMTuf4HoRukAuNoZIlHIuth6kkkgh4CVZQq0gdL6NENVyfMfFK3bJijshBlbTfNGn8s66NRuIKTcuKm+3jLlMbKGxYnBggwREW0nouuI6DtEdCsR/Qd7/VlE9FUiuoWIPklEa4I87ySiG4noant+HhExEf1skOb3iegtJ6FPT1gY08MzdvwQtp75HNx+76eXujmnHYgI/Y0bcPBLX0Z58OBSNycjIyPjpIC5sTI71X/LHdMwRCWAtzPzN4loNYBvENFnAfwZgHcw8xeI6H8B8AsAfpWInmbzvQTAewF8wZ7vAvAfiOhPmHk0TeNkFeZ0iCovfachAuJzV0YQuFLMQLtiHMqeuzell3ZQoFdE0dGvjOMVULwgoUiEF30j1xfFlpyx8lzs3ndbnC7R6RGdH1uGIecAzjMXinURB5RyvfDptOWZy6NXkgxQxbHzSsUUiSmtccvAuH+hvoXXu4iX860WQoox0YyQpmUiqy9teReEASkAFFaXZ/Ob3oK9f/e32PPuD2LLz/z79gZIsSOv/wMEdRTe9UEtjtn6imkTB3hR6I72OeW617EMpJpiM/gWx4nqVkSEokuygFuUSIcotgoPTKzV0bU9KEe6qSzSSFmfMTVuBCpCyhAFC/u4kS116vmh4N8ZwnSQf1c4VlW1VTNG5N9BzlmqtFXucdXcd7mPrlkBg+kVXS2jaDQj5NkgTw5PS5d3oz9jA8X24oC0Ya3lqBmE0oUkaWG9fRM7rfymAnlmbST6R6IHVMUvw7agq8Iu6Txc6wcBLm9ZGJTBB0Rbm2mGqI0Z0sb2A+UCYWQTlFWRWJklnpz1hoIdB3GVkHHiseDIMvMjzPxN+/8hAN8BcDaApwL4ok32WQA/bP8v4I2Wwzu8G8DnAbz5hLT8SYzDx3Zh2F+91M04LUG9HjZ832sx3rMb4927l7o5GRkZGScFNeiU/y13LEqHiIjOA/AcAF8H8C8AXgfgEwBeD2A7ADDzrUS0AsCX0bBGIf5vAH9HRH8+VX1Kd0jAxq/+unQKtPVLDTidGjHgIFJHSSuu/HvByk6sS3pxxWYkFhCKAQj2v5maVSGJKZW2NnPb9tZNfznGnsfuwB33fQYXbb3GdkgSq0bDX3e6TyZO49kQ2x9hivrG/671jlR1oe5NUcKGIlGD3sEUJSETONAPc7otC+hKcNCPuNbUIkbPDbQwRIHjR0OBFVEFAAVWX/ocHPzsdTjrh94IDUlbCM8pK2JXNgVeru0YV+mqEgiYhlKxPEFi7WDT/d5mlcVoDXXhE6ij/j9oU5I1vI82j1hupkGW4xaEoTtkHorVaNW1LCOgHjbEWWolqHSwhLlNlLfi8qI2Kd873tmq963jVu+K1UoYotrPaXm/OGaIgpdQFbwrgmZ5XRb7DhCrL/t8SJltrJC2UtJMwyTrpIH1mzNjraRmrO8iXcaxcR9HJOSIWKIJE7MAA9dc15Os40bJs1sTyrG1hHPXmqPzndSp++YZIjm6PNrRZBBItaoKlHXPjW2tgrxKUFet20TwzJDklcCvEpxXfEEJUzQu/RhzYm0Wd6u2OkO1HQ+ewBBN7TMNeEJEnz/VmFogIqJVAP4KwM8x80G7TfYuIvpPAP4GgNsGY+afbSuDme8hohsAvGmaOjeuaPapxMGqM3UPKGan+CyKwjo8QCjkhJGUEUweO5sLMYMdWKrUnhdDH61ejtIWM66itHCK2f6rsmbNIL6mtsy8e9PmuO6Mq7BmfQ+H5h7FGRtnbKMkLfQ/tk/kYyYpoUk7yxOBSQSiSXHQ9MuOAKxd3QdqRm23gWTs3bn2RBwIU3KuBSJXhnxgpS/uHN18ZodAhFAg6lLKNcD6YS/xnrzh1a/Fwx94D1Y//ABmz9sRVWdMfNQCEUzjIBEAqr5swwQDGMI5IWwTiGy5WoiZIBBt6PXa8yiE3q1FQNbOFlvzSDotECVbZkogCn6T+vT4pRUC6/u2P8mWWbydqAWius+TY2khFYh8tHvjp5Bsg2nXAMqJJAceuCUelxsTe+/XF3awgq1VwH5g3aMYm3oXsnUmiwu3Hc0+VqC9VliJobDvmX5tY3DZMsX79aAeYAUPwuZjaBs/qNu3zOa4h5Vo8pSm6ccGkhezTeS2kqwjSBEsiMA2jhoH2/TNBXn3yb0ofBlqa8ovgpOXoToNFLKdV+uFBaIN1AdMIGxq79PqXiTVBgX3WcbabkXaMZm3L7R5FG57VIRhd1Tdqt17XMZwYYHovs4UGZMwlUBERH00wtAHmfljAMDMtwF4pf39IgCvnrLO3wTwUfjttk7sPdSsWrwnW/ny+BeSfIQ79bUCwckHHbTHeFHm/R45BsC+aMZAMS8CkH3Y5bd5ey5+iETYYXirtYpxYO+8E4SoEkpIXgKpmU15cAUe3PkAtvUfgzGBEx4t7IQOSmw5ia6JYpccM2QfrLpvUoFIC0KBXhWNajy2bx7VwOa3x0oEokEsGGmGiGoO2D/70pS8TshCVCb30hdFV1iKNq/Jk/wQmVlg7/zYnTf1G1SXXYVb/uI9OO+nfwHFzKzzmC7MkPNirITzaghUVo6tbFr5SPrGx0fRLwnbL1+8TuEmLDK4X7vG45QN0WVwcF/cvbAfK3nedJNlalMgqMpzqEM+6HaFP2rrnC6GgZrwFjuLoD96TFxSkdDs+dgzlMm7wai2uijFIhiS+2D7MbJCnPadJL+Pg4WAHT8XqDRYpO0qSy+oOcvAFkstiFBhjyIQGS/8+EffQFJmugAAIABJREFUfoTtjexZNkLO+7bRwlIcMTXq4TwAYKZv37H9ZqIOemM7JE3hR8tG6Hns6Ao8ZvOPWAQhxk6/DvaCgrxP7eRgJtR2cLw+lW28HGUgxeQq1INT84YredfqMuCPzlO8jFsd1e8bHTBtPYOdlY/Z4oQquSeWIRIruvA16wRYm0Ys+mbteMrYH7PKqCPTw3xlvYUrL9oC8WjOlhmSoabxBGW/KRkiIIfuaMM0VmYE4N0AvsPM/19w/Sx7NAD+I4A/nqZCK0h9G8BrjqfBpws2rtqB2f5a3PLQJ1sDj2acfKzccRFWXnQxdn/mE0vdlIyMjIyMk4xpGKIXAfhxALcQ0T/ba78C4EIi+l/t+ccAvGcR9f4GgG9Nm9jT5CF9rWjL9lh6jqWpQYGHalue2iZxhk5KX4hqBikrM79Cjilgt/KJ/A41/5P2XeS2ILSSFINqxrM2vQY3PvQR3PbQZ/D0TdeAyHjqV/spqclTvFJMB1NkbId9MFYGC2ukWRfnK0nazI3n7VHbKqVdp8ixSwErFLJF7Yhpg5op3ep0zJBa8autwSi4a8u9Nz049keuU9mUs/nFr8Hdf/5OzN38Haw7++lNLxWDKPVWMx17Mwjmhe5eeFn6I22UidqxQ+DL4njbsGVI20iYhfw46a3IkFVz20KOdW3fnoqYHJmfwVbmJDABdY9RV3U6Borl8b5+bLKa0m2RjjIcixA8ulqPy83D6B3k62MK5mWoFxY10ur5KVc/hICtlrFRrIF4sva7e8bHJpOuT7LQDLByMI8VlrmQ4+p+E0F7ZdEwRwfLhuIcVY1xR2HYsRyRDlHAsBC1z4G0t20/2+sjryio/W9RwOABcMyQY+2c9ZvPo9li0uxgaP3L5D3IA35+SKw22da3+kghUyRetcUizcWPE6/XdsIU5MfOe7oWfbGmWtEZEl0hsmMi80msW1sx5dqZEVo0ZgimsTL7MjMTMz+TmZ9t/z7NzL/HzBfZv1/mCTQGM9/LzM8Izm9iZsPM7z3ehi+4VdaCRA9gEcSLfFyrxBnhpDyyhSVbVNPnRWFQmD6eu/31ODy/B5+/4/dww/3/HXPjbi/K3LaNNm1bj8Ozl1C3Tr+qVUhqh3E6WNPfBJdHHacBubAvU2dBMQKK4Qy2v/SNePhz1wKHji0qLwDY78tUcFvDx9FW97Isp7+P8mIt7DEJZDop71jqmz4PaSXYUwWn2zX9fHFK1YvJs5BO1ATI/eNF3L9ahKUpBaEQ7kNtOlaSLRhaBeyejeSuo9BPg8W8Zkhvry1ibMjN6UXkUQGXF1Pf8cBtlclW+SJCc7jnbxH9y1gYy9pTtY4pFnpcprpDKNIvhUAXgG1eNsExXFyr1URkrVQ1QhFVrISidqmDyhpUsheKjAFVFbgg75VWVjFqZQmihvUoDPqYwQvO+9eYr47h7j3X447d1+HSba/zekdKCJooFOk87kOh8sCzLpp9ESsmqhjcI9C4Bg8KmHGjZG1GtRMAleFMwBQpwaZNKGqhKySOWpS35AlWZn6VyIYc62PKgKTjhrkySq1LxqYYAau3X4Q151yMB7/6CZx79Y963bKRarfUS4RqpslbDRuhSFtudSlKm9KyDWFb29gkNUZNHgIG9iWpWZ4O5qZNKNIWVJqZq2GZtTGh7jdx7WpNMyWsE9vn7jhe4CfinR8IRf75VoyVnDOaiPcFg0rrQbxQAxrca6B5pOSdEiaL/ufgD4EQBABSV48boagnrIEILLK4am5OzY1QU9cGRVGj5sYvEbO/FyIoybmw2D3NXpjK6SHJtTW9hjE62m/MJY+WfcyVPQwHJcqysEJRD0W/ivz/RGPjfADFN5AI6T0tW+aPscIQcSQUOcHFMUbxeALNs08jaqxIx55ddu+6NkG3HwtFbLipzwmcdn705B5YpqhFMNTCjfg3Eu/W4gW7VSjiuH9QzJhb/IRC0XEI4dUiBLDTBctaIBJLnYSKRvqBSQWhOC+1hPtwSrhTTKbKCmdGKR37j1UsbJiCHLVcDwvUM4WjY0keIMdUqQYwJ93p0xDr6wtw366vo54d+i0gEwgfXay0EoBCZWrAUsEqj3vZyHaCbG1ZwbDuG3dNFM11gMhOgaiGC1sSOtsM2wrHVvjthsTpphKE3P3UZtSAu8nOvFkJ124+yc8cM4pbr3gNbv/wO3Hwvm9j/aanJ2UAnhViwz7Qrv5AJvMGCRKBXN8bVteD342xTI8IPErxu63MrhA5boEgQZFlq/CYX6ywszBM+xHVYwjVcBF8PtB8zGqCqUwi5OqBI71lxvABQ+XeOku4WBAS5sjPHx+qx61d9PxwQkBwvUtgNXEav60edNltvcs8tR9d20jjzskV6bZyJCi1PH+2P5VS0h0HPjWOWWXpOavYe7TXvGyP2Jfu+v5RAMAZgyMAgFFduLAT4uRwhgvM0jhxWCjM1bx15Ng6Nq7j0u/o1J7EaZxgoAWhNvcsHM8Ht/0FaZKS8uVHTp8/bwlqk7nQLPa8ImcVK2NT2fNj4/jBmBPnlmWBchSbRBt7PysJsC1bk/I+DQNB60UgOs4zFoW8ifgEwtH5vVg5s2Gpm3FaohjM4Nyr3oD7vnItytH0W2cZGRkZyw0MQgVzyv+WO5Y1Q+RWnZqtDn2oLMAMORPQIlhBLCBF69WKbM0B4TYMRWn8UtGadxrjGaKBQT0sQKJ4qrS4vbTvGxYyYEeP7cHu/d/F4dEurFq9FdWKnqd+A99DpJS1HZRSuvPZJMeWeeodBsbdI8sOcY+8NzLFFGnTfa+A6hkip6ytHBbqcxNRNtIPaWTwG8K54FfRQGMOTWqlGIbJCP1aRTsiai6t2XIR1m6/GPff+AnsuPJHU0V+lnEgcafSyRC5LOH5QuxR17wlX4/pNUyV2xITVxLOT1Zatt4iS3wMyVCJX64xgDmVRjtmlOrEFcEASEKTaOj+EVDUhKIMtzxsUr3Ad9sM0h4OGAWbROaJ1inSTgIDv0DaLDzcIgO6Gas4jz2t/F/4A7MfJ0dEyTMkTlRtg8QMn4m94rVta+22Y+LBatsa4dL6wxk3x2PWMePRXvPSLS0btLbfCP8bhkdQWuZHmKfZymClGfngqraeI/ODeBiiOR6/XNP3d/CyV0ObMMJqqyx8HjXDpwvxr4ru+wb97CpmKtw2FUVrcT8xsuOqw6qM7fVyVHhmTcz6xYmkC8GkBifUfVXs9PGgzmb3CfKIPAHwrVvfh527b8YjO7+FY3P7l7o5pzW2Pf81OPjoXdj/4LeXuikZGRkZGScQy5shGqgLweKhS4co0TeSlULtJfvEsELroEg9vejnJo1RyxUd20JWcoa9F+ZhgWqmiBiSJotmNlRRAB68/yuYHx/GqnXbMFMew4MPXY/zL/1+rycjLA+1rKC0apJb+ccr9SasgtLJEKZGmAdR+qu40SEqyJn8hw4oATgnlaJc7cNzwJ27AJjCLoku1DhOW7sx8ywB63vgOmiPsucuyqQBgxI6F3R5OLj3wRiWRw/j9vf/Fs44/7k4+4rXouA+er0ZnH/FG3Hn9R/E2pf/PAYzq/yYBYyEBL/ttCxsubwQM9RlFckmYIj6jQuBhCGq4nPiIE3pywE826P18k3AJGmFcj2nxEmhe4Zb9LR0/wShLpghy3g5vQ7FaupnV9wm1OTmlrunMoedboZuj7CT5K91MEOpvhAnlprunojVIBPMiILn3x5qQj2InzenZCuKtFDXyUQK1q7PAEqrK+SenZaJI2yOeE4eVU2eOcsQyfnI3sh1g6NYPzwaXVtdGZTFMcccHRkN4/pCFtKxSNr/RdwufysofkaDo2eclS5RqD+ml/qd980WXdj/CYHOl+qH0mViF9iXvAK5daJYkf8OhAj1hrpCghir41kpVjd8v+vv32KZIkYO3dGGPCLLHIcOPoS6HmPf3juw/dwX4/kvfvtSN+m0QTGcRV2OMT76GL77N/8Vc481wV7XbDofG5/yPNz1zWuz08yMjIyMJwmWN0PUoZcQWVS1SM8AklWYCfbuWVslTMEMuar1SrVrxWH8j2UfKIdBOADFELms4an9/6zzno/aMFas2Yx77/oczl0xxOCszd7pYOAsL9lbd2MSs1l69cQGyRg79ket6sk0rBT3jQ9YWqs8yqy+zbkjKbbMOZ5zjF6sQ8E9dFtf6XOldGZATjfDezwI9B447IMvgqjAzPrN2PTsV+DIo/fgtk+9C4OV67H1qS/B9md8D279zLuw654bsPm8y+NxCMoTJsWZ7nbpz4TNFnTMbfez8UdhRkwZW5lFej8IfEaVSPQs/POm5okqy5QB6zGO762ztpFYbgFrVmmGqIMZcv2jxjAsYoiCPkdpdZzCGs66zDlTVeeOoVVhR5qAqpP1nbQOE1NCsnrzaGHn2N4bdV9rBM+szHcVTsXrvFhdlap2FTp1J4hfIm5tutb1Ccsdl5YRsnqATl/IDnRZG6wZNIpjwhTNjvoY90Y4qJghfQSxY4ZYz2mN4LpW7epiwJMQNK0vbptV3lHiaFPe9aZx68Hk07axgNFp+K6yFsTOx65Y3CWmzc3BFOzYI3+0Y0/xfOw8LvTbBDAom923YFkLRBnA/l23Y/dD3wIeImy74GqM57sdM2aceMxs2IJj+x7BWc98KbZc+GIceODbuP+Gj2Pjec/FRc9/E2754h9h7YYdmF195lI3NSMjIyPjcWBZC0SdK+NQip8SDWOjylMrCx2A2bUjKigoD3DLMxfZWlZ9hdcVqIcG1Yz32+NZrI599OB840VXYM+uW7F641PAgwKlqVDOmogd0P1LPHELO9Gxr962UJBQJaI75PQRSkI1oFbGS7M+4mvIRVN3v7NfrVeKmnH9UQyR8WlSB5qT9XTaLbkCBoDQOp5UNwLR3N6Hm6SmQF2XGK5cDwBYsWYTznn6K3HbP70fl77sZ0DF0OV1rIvoEMVRFpL2ROhaRbvrdqXvLA2DlXcZO3PU3q+dHl3pmTtvqWjTiO5LrDIR+CvywXm9FZvoP0gbYxqILBM3EYoRYNPUaUZImKEk7I5j/mwZdcgMxfPSh/mg6FyCdzaMm+TRz466Lk1mgF1fEaXpfL5DPUfXprgM1pZ5ohdFFOgT2Wuib+T0nTp0YIL2CFvkyNuqiPIWQXBZcdq4qt+4Xx8UJWaKMUZFk2dsj6XVgSnteTjFE0NfmWxaB6btmZU5Zy+7qD8cM2U0hcf1Vn09w/5vEaCKgjA79v4py165Xlinjqaone6QHE0nbabaaoLnXeZ0EZ9Pgxy6I0UekWWO2VUb8Zzv/SWcf/kb0JtZhaP7H17qJp1WWLV1Bx67/9vgusLuO27A3V/8ALY87Wr3++YdV2Lluq2488asT5SRkZHxRMayZoh6h+0/ahUd6kwspDsUZ2wORlslaL8SWkycsGer97G5CJKKD5Ze4+naWSF1lOEzcqLHwQbYeef12Hb596McBuxAyFR1jEGX/sUkb8l6bLx3WMZ4JWEUeA9OmKkOxig8aj0j13XHAFhmKtIhUno4igFKwmMEbIJmbEKGoe55n1fi3JdsuTObtqEez+PI7vux955v4Jwrfgjrtj8DTIQm/iXh3Ctfj2///e/joTu/gM3PeBnqHjnvzhPnUge0CkHCkGofLtxdrp+finkgBH5W7L3o8LnjjPoCK01TxeV5n1O2LInlFlhhdsXL09adHFp/sT0soCOR+J3hdN7p8dQ6RbJipqKGC5VhE5Gcl/EYhb5qSOJKCdvSF7ZA5nIz19wzFcyN5D3S9Y5wg8QBu9OhfKa8srtfWxgiDbnuwoCAnF7R0bJREFsLhgFj3aDxVSQMh9ch8vXVs83J3Kh50ERnSayudDwvIk7f+zZNJR7/bfDTeiQMtJ2vc+RiCCasf8CyROcU/NXqHrsG6K0DTv71AcJtm1QwWTIpQ9QrmglRKBapEt02679O5lNzgqjP7ts2ZTxCZq8fluFxWo1IsYjglScC9WKCuU4B0xu6F3QbquEJrW5BjFadWqW88ewpVgI0AJclyrkjMEUPoyMHsGbrhW5LwiXr9XHh1W/Bzlu/gEOP3nXc1YXC9KnAooINnwAksd9ONk41Yfck11E9WnbEZzlJWLFqEZGRTwRO8XwRQShj+WBZM0Q2nI5DuOKvNUOkdTT05BaVlEAoCvUpwvI1sxIuFPRKLtQZakNdELhPqPuU6hB1rXop9blTcYnRsQMo1q1DNaRE50UYomqYrpYT1x/ai/I0DJG0uSKMVxDGdmUyWkUTmCKtYyRHDqKlawULpSck/mzsTB3P+vo0M+TGV+kJsUGi6xUyRNwHam1xaIsxwwHOvuqH8NDXPonezCocO7gLw3Vn2TGxYzB3EJUZYdtVP4J7v3otLvrRd4D6Epk47l6nh9mgv52WOF3ntUrL3c9B6PGZ2ApF+r7JcyGecym+V5G35Q7IvZD4biBCNWiEImfpI7pQImDqeVnD+S+aNFfjen06p1endHqcTlEVz7VwGlMRP0QSW8wxReq9g8pGx2ppn8RUqwtGzewYo06/TBPg5kZoaqtM3ljpb7WyQEp3KK0nZmwqG0T2aNl3rNEc+jhKA6zqNYKLZorkWDO5gLL1TJP36LhhmSTWl8RjEy/Y0q5QKJI4YaVYdI2FXbJ5RN9xYMDHmmvFsfjmhgGfo3PF5ESJNCbcL69zZst1TJEt0pZZGM8ODaxg5B6DgEUCfMxJ2ZKvg1vvmF/7PqXRtJOJfEDmDIflLRAdjj9wLuREEZgILyBcRHS8/pC6j7w9ajNkWbFPUMhOVvWKrZbyuAhW5B10ePix0orDo7ljYADDbdtQqbQunWbK24Qm3S9pn2aDky0zf17OAOM6rWfBLTS35ULeQWA5+aUTbXsp2jsVtOIPXFhGlzAownXb9qG8lDdeciX23no9Vm05H/d9+VocvuRBrDhzO2bWnYXh6g144Jufxv7b/wnFzApUc0dx3+c/gHNf+9ZwKHS3/Ie07YOk3s2dupbBBzUU1BsF3/byI5a8Y04nzwWp85qTxUPXu9VtjY4DwcdVZLtRyEcpFRSisCph06d4lyfzwjkQpdamO2EjFEo7BCMXemKcNkS3LQySywynYMvTCERdi6ZgXGIhKUjC+ryl3AWqLa2wMUc9FxpEyj1mejiKPoxNvarfmOWvG6iVLICeKGeLkDRshKfDdvtNtuNKJxD5D7aUP28D0c7bsCPSNtl+E4FpPOih7DdpuNdcM3PBXnh4lNOaGkmjDh8mNRg6r/qeJOUhELSUQn9dG/Ts6rynlKrlvJQg4GhW7LW1WGBj/L2324Y9kRunZLkYecusDctaIMrw4PEIpndqKeuMBmQKbLj4SsztewTnv+6nsf+7N2LPt6/H/IHdGB0+ANQVTH+IuhxjzY5LcfDOWzC352HMbNy61E3PyMjIyJgSy1ogGhwWZbLmvA62T8S8d5LJukaqjDuZuncsatGy6uvS92hZMdfBFl/0m2Z02hgieyxpDDMYOId3iYK0CcrRzFAXO+JYEk7SOjZATHkDpqgaAiGxk7ArXUxR6NhvHF9LoMc76J933a+q7VKqDhJps21w0369WApZlmoI9M/ciMfuvxWDs7dg09bXAgCO7XwQD/79X8IMZ3D2NW/A6PB+PPIPHwcA3P/pD+D8N78DVMQFKx+ZKcPZho6tspDp1FsfWtm5dq4PggRa+V7llbRGOeAEtayiu1wfWDTb0sIE2fqkTXprWjEfx8Xsh8ySYrx0ga1bZu5/eSfYMZB5JPN2gX5HsCw199QNBLonQMe9B3umxjsZna4ZXYrUISRY6ch+Ipgp2UabNz0cqz1DJAzH6hamqO8Yojo6r+z4jizlL84Cy7rwCt0cp5mzDNGcZYzG9uU6stePDvs40msUKqtec63uNWkKYYq0aT2H7Kpi8ltCkSwEv2vZvivA8NuDRb95Gfattc9MP1Z2nTeWEZNnmRhstw2NY4ZkLkzfxhy6I8WyFogyPOpyBNPTwd0yThV6K9dgfOQgAIDrCofu+Q4e+dIncebzXoYzLr0cRAQzM4tq7giGZ27F/J5H8dht38S6Sy5b4pZnZGRkZEyDZS0Q9easUpkVjUXXoO6T0ydKwlNYtFpM6uCLSvJ3ugwixYuZNwer2ilXCW0hPbrCfCR70iZYUNg7NHdgF3pr1ibm3BHj0cEQeTNmjs49YxQyRLGehQu3ETBFVZ8b9/Ka2UqOcV4f7oESx36dYxOeK4eTCVPUwRA5c9rwWoB6EChVh1WK/MlAsXkjRgf3YdQb4ehDd+GR6z6K1Rc9E2suu9wpHR+687uY2XoOqNfD8KzN2H/r17H6ubFAlBgBBCvHTqdqHau+0L2CDFfdb8JmuN+Uw7bIaWCH7lDKusZMLQVODx27owwG0sa2dKvjWQqZry4domngLOPtva2J4h/kXByzur4EbUiYsG7ayudRSTp0ikKWgpPyO6ppKTNhfI5zvEIIQzQJx6o+jiaRsj2jIzpFa3pzjj3q2wdfn0seYS1KLiK2qPmNXL0AMGePmjlaPSywr9eUe7jfMEXzRfMwV5YpMkfFAaVttFDCnN7iJMisPg/Zpk43BnLs/oDImAxs20XHR8LfSCBvwLseOF4wyI15hkfmzJ4gOHj7TVjz1GctdTNOW5jBEMMzN+PYw/fj6AN3Y92zrsCWV/6QM8FnrrH3q/+A9ZddBdQ1Vj/tUszvehSj/XuXuOUZGRkZGdNgWTNEZAMNisM46ntWKLR4kWsAOnWKGoaI/f+AWx6IxZpz0OYMS2z62rNFnQj0jXzlvg0UWGW5n7XjuIDRcJZuttz5XQ9j9uU/0GmujdA0Wa34aRQnrmY5TecutS9nQ8eTjWUWp6tavXo18fVa7uOYHAOVMEQTVtXa4WSXWb/LE7J6yUrbz4VxnzEaqHkUNarB8IIdOLTrbtCKHmquMV7t23PoX24GZgYYPvNpGH/508CmtVj57Odg361fxYZXvcZXm/TBny9oZh83PWJ45Np4CIxNMCbKSjCqV6tGdOkhJSFa2tg5SdMyjhqOgbXHIn4O3fPI/r47J4Ydzhbbnk7WeoaKnYN6Xnw+9gFfhTHVZtnOclP0oihhhhLrS+KYjTX6BnR0xLYpagexZ690+x/Pyt+W5RhT0bM05AP1in4R9zBHPWcZ5nR51LFPNdZYtkhYkMLehILUzbCmdzXI3fS+9d0wXsBR15krmziPJReYKRo6el9vBQDggLXcOkoNY1Q7J47BS4KpmcfybpAh0Nar7sGx4wF4vbCOiU8mvn8UjEXo2gAAxjZ8iljRyXWBKWrUMu+K+LgY33dZhyhFHpEnCOpynK3Mlhiz552PuXvuxmDTJhy94/YoVMf+L3weG17+StTz8xjt2Y3h1m1Yd/XLcPCfbsBo56NL2OqMjIyMjGmwrBkisW4Rfx0+SKMBOVbHXivj1dJEr+suLISUJ+c2r9OxsSuDyqftgtPHCVfT4V4zA0azO2q1a8Z+tamtvVBVKOoi1fsI3KIkIUG6LLnsyqZcEe5925+SjsX9qwc1uFejpsAboLRVr3iTFZU9q8nrhY2VfxDlOM23mb2beh00U7uxl1rD9ujb5+oD6qJGpZWIwgbYvL1nnoO5D9+Hjf/+LRh//FrM00EUq1ejfuwQxgf2ov/ci3D4tu9icM42VOsMyv+fvXeNtuSozgS/iMxz7rnn3qq69a6SSlKVVJIoJAHiKRACIUCAMfZ42cZ2z3gYt9t2j3uwPctrpt3dXvPwY7W72+7V7m73MtNtTxsPYNONsXH7BcbmITBCIAEChND7gapKUqlet+4952RmxPyI2Dsidmaee0oq3bqScq91KyrzZEZGRkZG7v3Ft/cuSwAGZilHuZhmEK4l4I04Pa3oSguCpCy4T6oeUGbRbzKOVIxIyTbI68j2NCBE9Vhe6f1Nuw8GOGTQTOLJWfiULek4b6q/Ru9QU87hIHnN7YobR0iRJktcoMeIeUki+J4MBshcNppLov1tWSFkwt1GVIma35C8dXZJzw1zruKyUqn9XEKhhGYkg+MCeYRj7GMB5dog91yjrbmblDh4Yw0q1by/h9T7qjDNCNHuOYcM7ei5srAZ5j30PPTXIzSN2jj2qAsh8HqkeZ7md5TmorSHooS70S/0PuRyYKZjgerU0cdAIkAck6mqI0OAf840DsQ7Y2a0mS0A08UhqsmGVog6cXL60Xug+3PIeoNaUuhO1k+y4RBz+y/CylfuRLZtCeUJpxCNH34Yc5dcDKU1xvc/gMFll2L1rm/j2Ac/jKV3vR359q3nu+mddNJJJ5EoJql3EmRDK0SE+pB2byMCK3s9iQSiuhTkgjjwCwEMPhQ6osShcR2WvFIibywl1tRJ2GhR6c9x5GiZ6kAiOTLOiyoifk5h8MinPox9N/wA8ipD5flAFI8otn6Z3iA8uOoIEbWROEUIVqtoI69RU2LBOQNoC52V0T0LpIitIZNuR8cRn4jC73NCSOntFiWKNJG12li2oUCxCHNPaetc5hVZktGhEmWsFDa97dU4/ddfRLZ9M8rJU+hv2o2iOAW9YzPsphKjB+/D/DVX4sn3fwBbf/i7sHjDy0GRZl0l1Ga3aSLUqzWVSxsnJOYFEQ8hMyj7Jhp7xPtIt5u82pq4SU37E4RIcJUk6tmIFEmQQzyTOC2P1W67ljKnxTJois1Uj2+k0h0t7QMQcT/ohvy5hF7T71G6HTmG+X3LLSwsv2t2Cupc+yWTnTYLV2iGDx6PofQd4nmM0PMGrzMDnfBQKoFsENKRKcORqsmrbKvPy8QcotjFzx9Hv2lxLsmFc8cBANuyMwCAnbkLi1HYDEOfXZjOpZhF48KVJyn1kHUTqbF+no48DAl1DXO6f9Y8Xn2fwUbfDn+O5BSJ+cxaxf1E+9jTTiDdmVhasFYxcmk8IsXIkOlQn2ciG1oh6gRYPf4YJsvHsWX/i893UzoBMP+SK/Dkf/xa212/AAAgAElEQVQIhi9/MarjJwEAdjSGHszBFiXG9z+K8bcfxI7/+UewcN1L8TTXLzrppJNOnjXplsyaZUMrRKoSVhlp2UZBURwiQldqJansweSxFDWYUCWPFDHykKVljBhxTCLS8AlV4rbRtlxxBrSxjAK5k5PbaeB5WOYbPXzLR3Dguh9ENhYoma/KRBnuZbJaKtsRItpWqIbpejl7APV9Q+a8tdaroJRGr1dHiHQDqtO83wZD21tJWqBJ7I2iwv5KeGPIhJCGLbpghUlhjhe1WVsMACzqEW/H1weQciQWgYWXXgZUI1SPH0Z/cQJlV5FvzmGffAi9XUsonzyJ7W95EYBxNB6ccD4o9mikbR0QKYlMtcSZSTkjND41rCnZumXPPkKGJFKEGEERHJQWVEYZNZsXmyzFfclzpAeXtc7jzObh2rVSgj3R9WtAkLy+Fbun6K6SQ2SYwxGV1Kc0/qJI8HxfmQ0eY9N4ibVpRDY2/k22v3m8JNsyuascA4bmAz+O+AaCGGiYBr8cI7yjlLKc3LXvJ6U5X27tnUnO7cUIEehddPvIy2xv7wSAgAhtz5bddjbyx4X7XzEOATpTuYlypXRQCvGR6B0qAJiRRaUtspHggPGmeL7+GsooHheMMHMcMD9/icjYpgEhQswRQshpJqUyGtojQ7YXEGYAzLPt5OnJc1ZF1OMqLSe03ZYLAlClP4bc+Se+LNYeRJzpmzNlI9luPIeUoLaPx9TrAcvHHkY5Oo0dB17Jy1+6aD8n82HcKcM4b4+bj0+uN/YfTpp3hVtnk/R8ADEKJMbbvTVSoQMY5O45LQ5c4xbnJr5sb+y2eQezb/Xl0nA1KacJXWfTvJs0twxHa54rr0Pn7P3uazC6/zCWP38nymOnYFbH0IM+qpUxsk3zgFbYPEyvQ+Vmf/0mGcy7PhgMXTk3XyTb06Tvj8kHrl/zBbedLbQPGDP0AeCGJtmmcpqUC8aXNi2H7eOlnHdlNfDbw7ScJrREbGipeBZTTqWlDD46VYTiao3UPtY8NZCpZ5llRVtnOqdGoj6LNrYpQtPOIWWwIkJyqtRPE8puf6pwD/9UOVjznJ635GipbClz7+P2fHnNcwd+ohz4OkgRmybWh95geoA0CKaJUO7tDHN8WGJMlbM2RSiW3M+xmhLA9me4oLy+5xGt599Glw2NEJHiwjnH6P33CM5UpcgHEyLEyGYKtpdBlRVspqELA5tr6ImByTV0YYNnRXQOn5sp6NI6PoOxsJmLtmxzrxSJNlJ03xo/KFKKZMRlyYc6evct2HPZ9chLhTJ3ypDJfOZwGYWaaFEzKEV0Du2zGVBlTikyczYEbY2Uopjjo1RAUqYpRRIZIo8S6qNpSlHOyJA7hyzMbfMrKI3G1vkVVFZjabiKyoQSQC0CK03+bUrRpsEYJndKDyFSuTYwVmHr/AoKk2FpuIqiyrBlOEL58ksx3LcV1gKnP/Y3yKAw2LyIud4YWRbQryalqDIKm+dHtSi0xmhURiVKkbUqUYokupVkH7deKbID9IYFrHVKkak0soWCuQ2WsolXCjBe+bEK1dC49GbDCrBhfyKxJ5l1SpGqFMoFx6EoFyxgnFLUGCPKOKVIWaEUWVc2cZVMzytBJkTgNr60eTi2pvxIBaNBKaqtGHCblavYuvJcKUVWW1hrk1hCQVSzUtSmsKh4v21WiqTSk5zTrBSxQST5M8YhWta4OcBU2nloCqQzrp8Up1FmMMhLrBR9DPMCp4oBFvIxTpUDLPpJiBQYyReaphQtaf9/j+5u0+56J73HaJNS1PcEy4W+j21U+ijYpQZGgJ0zwIqG7Vmowo1zKPeoWMmR36M4o330zFxfpX1togjTWW5QGY08MyirDJkuZ1KKtLYoK428V6EY59A9AzPJgL45qzHaSV02tEKkCloDooR8fn9MUCYUxpOpFUVVpJKDZ0W+u/I6rMSkS2Z8tK1P1sFJlI6lj30Et0YTu6pCHUzWTpHZ0B4DTEan8cTDt+OV135vY5v52EjBalsq4/AF1BeSAFshuLL733IfsMxMfOmtpqpvYLIeRvkcev5jTe6gPJ9Hy1FA85IZifzIZzo9JvPlsDfhfUGZkGXak6bBIulnfqL1pXPvrdi1lxSvSZVxu+d8kLeQxDLDgZ98I77+v/8BVu89jE3XHkB/mCFHBa3ceOp7ZU+61PY91F155bfyz6TSFpn8UIk+IpFLktaGY+ZMjoEqImUJSTvYuq90qxUr3bfDtq+zipYIaiEQCMKv/67KFIVsXZojMQplHyhUfQlOhhXgtkdODhwqgt43P4YpiJ7JZUf7tk7CM6MjKtE4Sq4JHzZCTXQdEaqiB0T1e+U1rQx1MaGvG0XZQN6W3uhtilC0bMPBBsVJtEQmg0zG72zl79n23NiQy0HTIBUtfjtWLABw6T0AYOgVJGN1SPPhB9PJykGMR4stAICteUqm3pU5t/sTZoi7R3sBAPeu7AIAPHTGeXqW4n2MHTUUzfMiNMYa8SBnkwaFqC7uc7wwR4Tw+jIb4IbTxGc3r/zca/w3chqinzTHqo5D1CBdj2xQOXH02wCA5aceOc8t6aRJFi7dheH+Xeht34Tjn7kLc3u3wlYG5fIIqncuZtBOOumkk07WUzY2QkQu9A0WBycdJSSIl6Yku42sQtTJxV40EZVFqH8iNts8GHmaTSZ/eUINxP44UKKu3F8tlD9atgEsbt2HvDeP4ZY9zW3mMADRvhZkiK3qiJQe71cm1GeFJd477REwT94zfQXd01Aqx8Rb/Nm8R1AIKZJWpdhWiJa1hBXLAdt85w/6ru7CZDWytJElEYsFomKs4uU5QoZiRKhfVRzqn9INFKaOEM35OgiV3PuOq/DwB74AANh08SYsf+MURt95Cnou53MlG4fuYeADxpUR2iXRJIkUtZHUtbLcB/NVhgU9qSFE1DeBIJ7VuB+yf2v9GC2P8NKbWGJhyF6EF7CVgiLruAUhqolVqHKDMjdRUE7f1prbv1gm1YjSGvh9eYoQ1d474gMa5WApAGQz1sA0QpF8abVlDgohMYSIhRAhfqkv9TBP203vJqFpbQiRVrCeP9IaWFMgQ/R+GuiAsNE7I09uiAFh/PIS3Y9VGsZoZH0iDtfdw11TLaRzwfGJQ4aI20OEaRq3w2zCnJMeKDCj+1wd96SzI2OHFD3e3wwAOJo7hOhkNcS9KzsBAA8vO2SI3i3pws5tNco9ZCqBgHYy6bnx1OkinwVVXWat79nEc4ra+JTWKkwq1yfEP+Jnm82OcVQdQlSTrkc2oFRlgbu/8H5c8pJ3YW64dL6b00mL7LrpEE94R/7sa7DGYHjJdvQ2z5/fhnXSSSedTBELZySt999Glw2NEMFziJq6UQVyhCtryBCSbQUEV/k2hwPSmLPUylVWweQijHq4gLs8cYjI+os4RFx9Wm09PL9v68mjd6M3t4hd+19VayKhPjS4dGSBcCBGSeSW0QskwbtCxCdKeUaMFHnHDtNT6M0p5Faj8sdyGo55v+ZPhEC+L9EPFhHx0F9Pp/2Xe2SI0wHodvOMUQqBGNH+ubxC7pEhQnuIXKmVRc9WjNRQ2oHKaA6xUHjTkBAiQptKrXHwx16Db/7LT+CR938OV/2ztyEf5ChPBs81QnMk0ZssZnI/rpRGqZvtE8klCOR0V+ba8DELZYZJNqqhZ1agaJXRfK+y/jYkLg57wNwLidIZcU4ZOEtGIkStE2T0YmgN26/C681cN4EYMQoT6qx5SvbECykl5s0QSlAENCQ5lBAkukbPQpGnD0PD/tz4vq1KOUXUVjqVjiWESAIaPIfYdi5SCzLEaUhggrs8vecSKZLvbKlD0EFCiLSGrTQ/iswHBwwBWUMDaYydGDs2PXH56D2cePSHxw00B1c0itJt5El5snCGx5MebXq877Itnynn8NBpzxny73Xewh9NbxKAiebHFiQzEPZn4+v4g+uXq1L0kT5LE99/Y+3uk5CieC7pZx7J9v1YETI0I4eok2bpEKINKE995+vYuvdQIGh3smFl941XYG7nIgBg5dETmNu+gMmJlSTxayeddNLJxhKFyup1/9vosqERIlV4nbnudhP+X5GJIzpbN8ATMmoWWTySIeAfHFVpM0DbaP09biMZig0cIht5k1mF1AJFZND57WK0jK/96b+AynLsv+Zd6e1IMopNrXhgCjIkgtjVEnOa9nMSFAlAbwTkJdCrAO2t2JJdVz06QHFsuKuE6WoA6frLCJHnRZA3FKEm5ZS1cYkIscdVxBuSyBBZqJMqc0HS/DNPOD3UavJ48zwEOneQlUAGvOgnXos7/q+/xAO/dyv23HQ5srkeipOr6C+tHWCHrL48L9ETKFINGRLhC3TEISLvuE0qh81HjATVeFbRNYgv1YZAkTD/KAprIJGnuN+AgOwRH6KsMt7XlnJC8kysUehBITeTwFky4TdXRmEEEAHFEffGNqS9cD/IbZoPLJKxCkBNxMk0NxCPp2c4JgyNZUbEONCkhdUmICzsdqoCZ0hwh+i9qwV5jNpbmx9bkKHMb1fQ7LnFnkYM6goulr8HVakouCehugqq0txV9L5kfeIBBiTz1MghQ8zd820hTg+NRcPjKcM2H7Rx6GOIEM+oNGl5qnBBF58au/dttewx+tnGGZomcg60wQ3Zl1NOXistTHKsL0qBFOWu7fTuTHzakc1zzhPPWMX9R2VJKTzKs7/fToJsfJXtBSSnn3gQUBpXv+Vn0JtbON/N6WRG2fPGgxjsdM/r1LefwOJlO3DmvsfPc6s66aSTTprFIhg26/m30WVDI0SY+OiCMhp0bBExRGPTbTbvA6mHPNAsKGS62CYdneN7RHCP5xBR8ljDdaRN4+1MQT7/2ngQnCJTTbB5z2WYW1xyseQRUB8JtlDMJGOC1dKK8lAYfuoqjlfk64iSzxK/SiJDMqBk70yEPHHcDhFscD41b5PjhTMLR4clagNFBvfcoaK0NW6LFHrhiC8Ue7vFaAoQ0I6JyVCYjHlC5LVRGs3XKwXXJnjC+fZohSt+6vW4+7dvwejJZWy66kKc+tZRbL720lZLVXJvYpSHRCJBJHRcjBjlOsRX6mclnyuRotBXGgObkunqiFSztWmsZkRIIk+URFNat0WV8T55HSkcb8poDKzG0E5CrCkRJbmWAoWQokqHQIvyAi2XZ/QJyqNE0dkCZQ3IkH8GPcPRgwkhothFhrwCrXH8GkKvY05O5Inm9qXlTKsNzMNL+XiZSB+hbfBKJPSIuyTyCuS2+bYqyWsyAKroWH9fhIzpvmv8aNLjZ1547gu9oxR3bO1EtXUOEaFKNK7OTBxSZKxaExmSMdGUsu7ZqoZ5ehaRyJD0op22hE6nUMoT338TzyEa+efX046ktak/Zm9ZQojY81TGhOrkrGRjK0QvMOkvbsX49FPnuxmdPA3Z+5YrcP8f3IHi1AijwydRnF473UYnnXTSyfmSqlsgqsnGVogqoeXHWjYHBkrXwPkZN7k2mdQqIOKrYj4OGrdhVUgBotJjaigJ81hs4AFY/0fWlxiHtH9xaR9Gp59AceY0+nPOY4LW9CnfGnnRUJRdjjirYk6Q/60ld5qM4Jtl9TZR6g/OoRbFOFI9V3cdRUp5D2oiKuX2qbqVTv0m4r6snYEoqtdbRxSOfzxx2/1eidXcWVccj8gjKgYKE5OxlwtZm0UZ4h7xW1Kmr8uyt0jpnB0/ciMe/OUPY/n+J6Hmejh+Zp4t4H7PXZd4SJW3YDMPS4yrYCXHSTFj4YS3/lyOoK0se9Hkpo9TZlDzbpMIUWk1xv5+2q7D/CZOzFlxXTL2EyFuhIhR8sxJGbZNNFZjqfkORB5r1jrypxGRlesxruhUFX5fw+OmFgGcrGursFayTKYsRpa5EpHZ2cuN4w45lJPePxV5v1lCayl2UUscojiWkvK8EXmfoW/E/vh3Ge08kCH5ftx2QEHZa47alLtrEO+P2pN7ZIh4gMqaCOKWsbbcOeRFyshilvEYWvaJWekdXSn7vnTv9MiXFB3eJU5N84MZGhcRIguEOGeTfg5bOY6X7fv3UDSZOaEChXHRrf1vhPAxbyw6BpiaWoOPqdJ3luYD6o9RlWPi311OPUL8vC51xzOSF5aKuN6eP2d5OZ33sO3il+A73/zk07qcnqzv/c3iyXoupZysbwRommxmlc2vvhzzl+1BtTxCeew0iidOntX5y+P+WR3/TOXEaH3jJRGper2EE1+u1/XOyg37mQsrROsla4UtOMdCis96yXr3Z2vQzXUQi/XnD3UcomcqwW3IlcbUfyNpQ4p4UVw5c6gJZeL6hTeBCdZm0PRpTZ0sw9SSZA6A9iwE6y1DY/lYqUjEyM7qiSPYc8UNHDOJruuXjJFNvDVGVgQ9QTLwJraWJFYJK1d7PhSHVtIKIkhyDRniZNEe6Yp5SpL3oGm1qC1sQIQQKfkI6BjmqLjN0rp7TJQiRoao9Jww8lTxz68oMmR+shvltPYe1uDnbQ8Tf2VSggghipUiynG3Wng0yZdknVWVxpYfuBmr/+L9AIDHP/pF7P0Hb/Nd4Xkl3rrMeBylluzyuA8juFiyGxkh8hbxXK8MUbVNH6erqh5LSHCJxr7tsVIkI2BnApGSUb7j+siltqhSS5+UIBN5n9H9ZPy80vuL2+7+wn20gEkRX8yXeeD21ETwPWSSU2tUQJqi3GhNwqhQhA7R/w2hyFFcHq1tbQKwRvFMzJ5pnHOu+cL08Va5CUiTPKYlUjyUCn1M90lIkOwuQrM0HM+pFyXFzQ2gDbcl66XIkGGEXEdhKNIJmnaTFykjiyZDX1dYKfuR55k7hpChVUKGPFK62JvwcWcKp0zReGRkSLwH1A+9XgUUgOoZmJ7nQBFPTcazojsgNM9E8DzfJnU60jJGyZEqRYFLqpOS5hdGX3WGQnhzEoJK6FwnT0/WVIiUUhcBeD+APXCj+f+x1v6mUuplAH4bwABuZeOnrbVfVEppAP8ZwEEAP2Gt/YZS6kYAfwvge6y1f+rr/W8Aft1a+6nWi0tFSCowQHC7J2lTjIxF/eubKkC1pbOIhM3jWQZV42NF06LL8baAU0lUpLONzxzHpr0HYTJSnuhlTBWvjJfQAqTNipBoEylvdBMZESnJKzgDMrqeP0UqRHFwMlouo/rpGFvwHWFNqZEOfV1+s0YCjqvldZOwXAEAKkth4ziNROXRM3JpJQVJZwZD9LEqPlJugknbMJq4CbgqPExd0McrXK93+YuRbV9CdewETv3F57HzPW+D0hoT/6oRwZVI3GGIB2d3IyY5mXmc7nvcc3X2i4qX5Ia2hzOqShK/ApHCEil8MnVHW/oUWvajtvezipUj6X5PEzVD+VGKDyOWAi2R7cV1w9KhQoVwXnyuaHIY2zlHGqy78de8HND4e61fouu26fgqUoRI0eN6aCkJFXKUjd7/PGa9AkfEWpncNb4HTUrflMzocdvTfb6Uyz9TUC4KkMiGXW6grKkpQnwv0XuhI5d/X5v7DemHnZa6RtHyNCnzTJ72yg4tGQ99GpzFHiWGVexUcAZeMSK3fpWO1zi5tO4ZZLZC2U+NMU7ZQdMoKULRHBY+LemLF5bKUDun9g2hR0u0iCp9lzIOVZDzPnr/ekToPwuUUoaQ6WS2JbMSwM9baw8BuA7AP1JKvRjAvwTwf1trXwbg//DbAHAzgFsBfB+An4/qeRTAPztXDX8+iqkKVMUIeT9Y7dYaVEVzTptONp4opbD9x76ft8/cdtd5bE0nnXTSSV2sdZHn1/tvo8uaCJG19jCAw/7/p5VSdwG4EE6v3ewP2wLgMf//DE79N0hN7K8C6Cml3mqt/cRMrSP0h81osiCDRaQk3EIikSJlIkwyXRoIqI5Ajgh5sNGSGZGr6Tfe9r+TxWFsgKr9shKfIyxQatbp449gfmkv0O+FfUfux7f++rdx9Vt/BsOlC9DzbquEFDFvKENYxouW4NzBadcQ9Ks9KtREqpbIUFynNha6CqRx3epQNQtS5Ate2vHX5yW0+vPlfqTlSkb2BHoXB/GjZSiP6hiCv7XFRPcw9ut9vPwQsdRpmY6SW1qftkH5uthi9OfOXXEF5g5ejPG9D+PIb/wB9n/gV0C2R5wgNb5vWNUadBBiPwf+89cvexmTlzdlPawgpPKgZTeyvDmVRqnZzZceQnDXphK+9JapRzomOqsFhiORlmucyoMRu5j4jAgZEste1irnAh9ZvTWEiJZCOLHwdCTH1Su302eRZXE9EkFpr5eQIUKKenmKXvdtjjlVNiJXlUiWm+eEkhE7t/26ekZX6+Se0piR0VJ1+w0y8kXvvUdUGBmKECF3YFg2oveYAkISUpT5bRnIE+i3Jj2d7zlEiJGh3BmMC3mEEImxtVwIpEg4G1jrxplCIIkzekTdy8iQ345oA5bpEOlY5g7m70K0zf8H9xOAKHRE+g5VUbBaGhd9P8Y0L8uik2cgZ4WZKaX2A7gWDgH6OQD/Sin1CIBfB/BP/GF/BeCNAD4G4F+LKn4FwC8+/eY+v+X00fuxafeBZN/i7ksBAF//xL/FF//LL+DYY18/H03r5CxEKYWlH3gbb5/8k0+fx9Z00kknndSlI1XXZWZStVJqEcBHAPyctfaUUupXAPyv1tqPKKXeDeB3ALzFWlsC+OGmOqy1n1VKQSl1wyzXXNo9pBNlPWGBlzRzQoRkGRicweT1PBJ2I6VjKRCjkueCkztaz0RmTo8viYgX7ye39i3DHDBgojTxgxiV8Zc5lS1j68FrsXlLL4ArpofLDr0MWy98MSYrJ3H66K04MXkE+w6+AXPzS8Edv7IBzWGkqIFzBcD0PVow8KjJnELVp/vwF6ZEjZLtbIGluRyoAENWrD+W3FIJeDib1DXUVwzuCNTAGhtgI8E7spD3q5LDVPwiEvJFxrsGtme9EJwzdjemeih9AYceIIQoWMBxOyws7ItejIUbrsPkgUeBz9+Fza95OXp7d4Q6axwqVUPLmHAZB8KLhfcbKB+iYrGXY2x7bM1X0nqn7VIzCZ7dijnVAu1P4UFFwTIzy3wGJhNnKUHaRmk+3HaYEBmp8JdhRErsh7LY5jkgrUgNvcq8P7S5zVquOZvKibrhXEk4b5ascZOCPC7ZDD1Vn3ItFCMMMg2NbFtTAMOz9Y0yyiFvQEA2eHvKdVh8Z281Pddem9YByO3QB8yt8fxMfoweOskmnrifG8wZ7zTgyyXvRDD0UWvnfZXzvs5F/00wVmFonKv+onKT04oPcnjGT1YT4132/aQ8QYbN6DvvK0oT1Es5gjy/ilgPqgpzHwQ/M7xDad/F2WF4xUDMZwQZa79S0ispIW6JrcQfU9SPadDTr6KTpyMzKURKqR6cMvQBa+0f+d3vAfCz/v//BcB/mvGavwrHJVozxMyJIy6XjYxUba2pK0QZzYyk3NBsFClElDGdFCIi4UqFyG9zbI5M8TGsEHllgLZJITK8X0WKj8JTpwr4d7BRIbKmwj13fgnXXHEziuWC58EzRx7EfXd9BTvHPRhTYs+BN+Mbf/tbOHLkCVzxih9Bj6L/llMUItF/1cArRPPeE2igUM155aYvXv5avCVXHFsu+NjKP0m6PwofZc5ipja0OkpKoyC4GxspRDypBAUEQBpHBggxQSoV4HteQvWln8COYuJ3R9oW1UPxVES+KS0UIkMKkXLxTEavexkev+VWwFoc/Y3fxQW//NNQ/Tnf9CkKkfRA4QzvaZ+FrOomfGCsxeN2zEsRlZ+pjViGs5UO9Yslx7AKLRQiWoawFplvDJFXMybJUl/49yH6OLJCRM+Lu8+KMt3/BMbRc0FyDIlUWNQ0hai2nR7YdO5sClGzxLnhjqlR7XeDoKAYqZjI3GINy9Bna3kbqOS5JKVQyqeJtcDjdlJ3YhCkaijxXiH6kPvdNJ5yX/ZVhYFftx94D4/5zJVlPklK45fKsjzk+lr21stp5d63ZetL4xTskY/SvuoVpjFyFDbH43aMiqwzIxQimWeOt8Ncw8v3Yo6CmJtcPkffPVIhytMJNLNeIfKfzIEqQkwylS6VzRr6wb2PHalayixeZgoO/bnLWhsvgT0GtzT2KQA3Abhnlgtaaz+ulPplABes3Tr6OqYuXCrid5BSExQfoRjFSgF91Vu4DMEz1A8yUoJsA9pi0gmkyduMx6bzGw4vkqAFjFdP4oHPfhCDpd3I5xeSRLCTM8ehshxP3H8b+gtbsePClwEAzpx8DLf++f+JbbsP4fKXfD962SBcj79z/sNdkqu+f4lG4stqNUjLkIpPcg9+O+9buLlJXFDItHeT9YEUrIseDf2HzEADkFeX8CBUgvNlxamxstEYYt9G90C7y+ieInfl9AaRtIcUJOcRpzF/4DIMDl2G0TfvRfnkCRz7vT/D9h/7gaQdcvwkbRRKXI17lnCk6CPknjslvuRjpQIW/1/0jY2etaszfZcqY/nampJKRkgQEHlYRcopu5TzMxaKLO2PXNkrZKiaeIKyDohtZdk7jkQqDuyBx/wd/740cJZkGINZFAapPA1VD2dgmHdFHKPRpFdTRLgUdTZed0YlhlA9G9cv5jEr4280CHHK1nj9Oa2Jneig5GcBxUnqkujaFJHJh0m5yvz+CgqrHgka+ZJc9SnI6LBXJz72UKKPEgWHyPCcQTKcyWAuyaD1vKhSMXrMyhMbR1S7MMisqgfMpddjrKMaGuwgZbE48EqgQFfXOxbW801mQYiuB/CjAO5USn3F7/unAH4CwG8qpXIAIwA/eRbX/VUAf3I2DX2+iqlKfO3DvwQAOPCGv5f89vg3b8Hh2z+OC1/xXVjaeTnml/YgLxRe++5fhy4sqqrAPV/8IL7zwC3Yf+lbAABnlo/i8MNfQK+3gIv3vxFab+xQU8932fLfvRWjb94LW1ZY/syXMDh0EAvXvex8N6uTTjp5gUs1i9PLOotS6koAfxjtuhTOi/39fv9+APMctVMAACAASURBVA8CeLe19vi5vv4sXma3oNUGwCtmuYiPNfSpaPtjU+oM0ob2WBs80GpLZYQiCEQn/j8nRCUzN0CfQEAtUjTIH0sWgE7rr3mbVdH/4aztEN+ILGOFJ+7+PDdvaf9LGB2ySiEbLCCf34THv/lZ6BcpDLbshPUKjtWA1j3suvgVOPLgF2B7CqefegR33vo7uOCS1+HkiYfwwP2fwKVXvKN2/wyuSaQIgXPShAy56zpryHGXBNrit2cxUjgMfgq4RdCvK4uhP6BnQc+ALCgZ/MyKVdKkeQLxsgFGS9tMHmSVitb9UwRDJuVVohtUGc4dXHIAg6uuhF4cYuXWO3Ds9z6K/oED6G3d6q/bbvHXgrzJfjXR72TplxmMyaK3S5wkPWeahPuCUENCE3xfZbaOCLF3HpL98TKKZYRIIHm1/vUograotEaJcD+1ZbDaUlmo09S8SdOTCcUqCxqMdG57vRJJmSX4PZ1bZjkKVMj8EpCNUMLCB8qsLVm1oD42GtON6B/AfUYonoo6zwqEku9nyjJ3m0Nv7Ti6HnlDAgC9s4SuMDDkeYxnkUVAoiHaL4uRGKuxUqXpPRgZ8p5pTcuMfVslXoAlJeklz0nmhxJi5O+v0NC02lA2D1Re1m94l3nlivhH1DcTom64zcqfNFE5J3zdPD9q7JPnqlhr7wbwMgBQSmUAvgPgowB+AcAnrbW/ppT6Bb/9j8/19Tv44DzLsQfuAADsetH10D7fFsm2y16ObftfhpVjj+LIlz+OI9/8NHYeeBW2XXQNdGmxevpJlKunkPcXAACHH74VF19+E/btvwEnjz+I+77xsXW/n07qsvSut+KJ9/0+BlddjtE378XkoUdZIeqkk046WW+xOHvu2XmQNwO4z1r7kFLqewHc6Pf/HhzA8gJTiIhDRCozsXWtjUxB4g5NQYZIJDLEqrcRdaQkFGVMzQtJoj0hZlGwvBI+jo3QibgZ1mDbgWux9+o3czOtCgiD0goLOy/C5W/+cZw59gieuvd2fOMT/w6mcpbO9gtfgvlNu2AyhfH4FLbtfTFsprC4dR9WzjyBolhBhkG9L6K256tVtC+59ahNvtQWurQOIeJjCHXwltUa4J9pGHXycVbehYSSWSI3/COhDnosTFbZZiat25plxqAORcyShMnEgiPOgEA2JBIVLhcsYaUxt28/+vsuQL59G0b6fmBsQkwTvki9zwJKJ7dTK1tVCATQXAOVDtWJ9A1J3aI+Hssi/pESXCYYpAk+EdAjGX2XPfQqFVnPok3CIyceaybLYJC134dMTxHHUuIYSelJhIIajgYtSH0E6TbULxGwGt8raVw6N0Ckjotj4DCfaZKmcqnHH4r2i+dXE+IM+YGaZDeXfCqeWpvraot2raJmUJoUmc4EiBwsxj6VBnOXfD+L+ETux/R6gdjeS7bD7z6mkckYGaJjCBka+qzVpmGOmrcFFvQE2tdfULJoQrooHlAmESML43O88DxG8wldRkQcVzZ41iIT40Si15JTpIBx5r3mMoeELQ1W/fVmRYieE6TqHwbwIf//3T4mIqy1h5VSu56NC274Hnkuyyxjc2HbPgy3XYj+cMvax26/CJe84nuwefdB7Nz/Krzye38J/fktyHoOMjamAr1MOuth5+6r8djDf/dMbmGq6HJ94dl1T744OXcW1Jbvvhkrd9yJhVe8FE/+7gdQnji7xK+ddNJJJ88D2aGU+lL018g9Vkr1AXwPnAf7usnGRogIsQlkA79t6qiO9AJrisEjiQCMGKXbzDkg4CQL6EfwwKFz0rX42Jq3vnSRqkNSRLaOtMXWfVfhsbs+hflNuzC3bTcGm3cAysIQiUaFYwHAZgr9TdswN7+EbGGIuU3bceLwt7Dn4OuxZcelOP7Et7Fj5yEAwMX7b8RXbnsf9l9ww3RytbWMElWMEPnrMTpCiIfjD2WFRdVTQilyx+RoRorYoyz6Pz8CejTeiiYXfus9VfJ+BVNoqNxwrCSyOgkpUoJTpCKAQHqesVVbKigo6EnqZacqd46aqDDssvRZSC5RerOhfgAY7L0Ic5dcDFu4fl7+7K3Y+l1vS06pKdCyYjnGmGugog5UQKmTRJ5xW5NHQvUx8iP6gH8XqI9RgfdD3JM8fR9qrsmmgV8hECG5H1pB5QowOrw7WfSCAYELxm7OwQOqYlIZvc9+3IgEqrUIxKoBDZwW0oHuWz4/6pO5iqt3IdTcOYGqqOpeX6VArahp8bNoQZHoWRBniCJJa2Vqx0tEyAqkq8bvahDKZaZjdA4pgiO9D5V8ZxmtaECKvIxFG+oIkUdyrEKuUs7QwLvsx9GsgeCxppVFzxQYZhN+d8ZK5B/0XCK6z4r4T9pGzmMMd7r7Y89iMX4yG41zG/YhQpX4Wfj9k4A6lx6lYqRIe6RofhWzShNKtg7ypLX2lTMc9w4At1trj/rto0qpvR4d2gvg8Wejcc9dhCgXH3gjZ6MGaSPuzULokwpWJbabpC3ZanTK4o79WD1xBPd86nfx9T/65zh1+J7kHMsfY19lBswtbMVk5QQAYPel18FUBb74J7+Ih+/6K8wNAzdlYXEX8t48Vlefmvn+spHzH1WFDwo2aUdlKMEsKUWURkSvGWEKTGBnD16K0dRrPh6IIHmvJIHcevO1n5+KM1MjuMhPQ4Ey/5umcpyW0y/oS3r2pcLSO27G6J77AADLn/9C/RypRHAgyBkuV6Tnak+I5lhJTWLFOSLO0tTr0TFEvCaFUi5jRqLb+nMGJI6fE9U/WXvqotQHtAxlaDlqsraLN3+w6Xrjtc9hpVoqWGeT7JikaQlOttH3CQcIlUraFKml25jhHCmcbHQG5JbfXX8sGTrThNLsVFFCYgAYF2vb8ZTodegVoM15Pf5T/Ry3nLap71OB9N02pQqZJtorvZjz9zeYAc3muZ0USb89QyoW4x0BJhPXF6NiysT53JQfQVguA1zmi/f4/78Hz5KX+sZGiHIJI0TcH2OdUhS7RTQpRQQjZLFbU8PL72MFhWOib5qFU9vp3Fgp0io5N/U2U4lSZP0tWA0Qp6jXm8e+l74dD37xIwCAez/5/2Lnodfigle/E0pnLkyOBkdDnZx4Ckfu+jQuu+FHYTMFNejh0M0/DV1YqEnlcrt5RWX59BEUxQp6vYW0+9q+JZFSZLVySpFS0BMTEKJMQVUWqjCwPZ0gRSZX0BML01fQZUCKOM5Z1O82C/ekjYu1EStFbOX2XaPzXoWyyKB7BtVYO6VorJxSVCnY3PIHViqTUMqhPeT9JZWiQvFHmRQ1ZdzjyybKefRROVaORzVWwRux7VsilKK53RdicNmlqE6cwPihh2GXx9ADwe+aphS1oQUeAVOFAvr+vpRXipSFLlQdxSLUbIpSxEhRHO8I7plZbaFK1ycoNJDZRCnic8u0X/XEt22iXNvGoX8ZcSN0VDvul6o0bGadAqDhlCJtgYkOHxN+dcn7yzpPsylKkQy0KREiNdaA8kqRRqIUKal8kLE/0aFvMpsoRTES5NoonkmDUsTKjk2P4etHSpHNrFOKMtcu4g4xeEjKj02Ro1QpojE1g5EIIPOxlLLccHT0jDlEYW6eTHL/7mZQuYGdZLA9GxROVvojpCizqAqNrGdQlRmyXoWizNDLK4yLvBYjSvKFmpQiQoj4avG51RCb+2OslD1s6o+xWvSw0J9gXOWY7xXoaXevlA+NFLQy0yjGOfRc5cbXnHFjc2BYgadxwsijCDJrM4d1Ku0+aVZHITgFYqQmGsgrmCJDlpWYTHLk8xOMih5W8rrncJNQcteNKEqpIYC3AvipaPevAfiwUurHATwM4AefjWtvaIXIDHzY/lpQRBMRPhsI13EZu+czJC9c9OW5pFhl0YCRKSxaDMYQ2TlM8JJUzeRV/5LsPvhawBg8+KWPwpRjLB++Hw988v04cNP/CPT8RO4jYB/51mew7YpXYWHfZagAaB7/CtpmvEx35tQRfOP238HBq74X+cImHyywuc2x0CRKy1L8caJJNVMwfY1qoEN0bopQTUtZflRR9Gv+oEYoF7vd65ZSLI1oFdJFGEoySW2jY8UaFida1OHWGWmI+kJZlSpCUeku5PcR1zgjxUss+TSI/K5su+lteOx9vwUAOPXJT2PbzW8PP0qFp/bBpB+QXleFj4LSXnni38T9xufIxop7Z7if+yJukND25FILTd42bMdLmK79/hiE5wREiJhWUEqliIdAFGsIX0TQ5lAA1Bap9NH9NcQpVWKpOoz/9KHUgoBOEUoeSqRu/qBOMlbUCPniD6hHUhixarhOUAbFM2kRHSXkrZGoOVp5ilpAWV4qKr1iWOoMhc2hfZ9UIrkt1VEWGapxis6xIlTz3qAyGJ6NwUujtlM5rtzEE3tPtRGH5z25ejGLEsJmBYpsUvO+oner8IEaJWJrLVDx3JS65NOyKY+T+B1oGzRNUeyT7fpvMlntc1mstSsAtot9x+C8zp5Vee4umT3PZPcV1+PyG/8+AODMkw9jfPopHL79r5JjTFXi+H13YMeV102ta3TmGL7x+f+ES1/0Tuy6oAsCuJFkbs9eDC+/Enp+Hsc/+XFUy8vnu0mddNLJC1CM1ev+t9FlYyNEQ2cGKuFK7xKZes2b8nYREiSQHEKQrNaR9Uimvl/XjvPLACEq4FlIzaXe2sQ1X1U2oNHCaqdzt+67Codu/ke46+O/BVNOcOye27By7DFsuehF2PGS16MqRjCmhN60yChFamUoPH7vF/DIHX+Gi656G3Zc8gp/SwLimCLcFX2P/lBuNkZwXN6zstT8G+doo2SvPk5axQliqR98HVmoj5fTOEFsCiWTNZtnJgr37585BwNM0YhaOABjGR3IRMR+k7vhIJGhBCEShjfzIymg57ThkgJdgAW233gzVu7+FgDg8T/4IC58z0+KdotzZJU8jkL7CG3RmYIuVYIeuWPraJZKuy/sJ0RFLpkJRAeoLxnV0KuoDokQ8XKBvF605Kl8IFBqk2nhnkiulFWKkUNVI3qnbW9MoUD9RUT6PL3BRkNcPjA+xi8dV87VeUJLVbQEWeiwHEfT2CDl3PDcFHGnapcTc1BAFghpCc+P81cTOifronEToT7F2CMwtOyYZbAmQ8VobhqahJGjiW5HhnjZWSBxttZ9tWCSNB+MyvQz1ouW6iRiQh9litI89GTrxXwCo0uUWVEjGxPxelSlncSLEFrzvdJ8xalriFNE70mcsLmG2qZ9ECZdiFLxs5ULIiuT5x2XaF1l46tsLzDZtOtSLO66FOOTT+DCV74TWy4+hO/c9ucAgHxuHkpnMMW48dzVU4/jka/8Oa6+6b3Yc/D69Wx2J2ch/Z27sXDli9HfcwFW7vkWznz7rvPdpE466eQFJJRseb3/NrpsaISoGrrmEVGZCcrGBquO99H6bsoHYs61RjB7ZDb4KKt9o3iiYqNQFcJ6QBWQILaOBVDDLvxkqXoLYdtFV2Pl2CN46p4vYf9NP4rv3PqnOHr732D5yP0Y7tyHfLg5ICz+GqePPoDv/N0fY8/Vb8Lctp3OAFkj/P80CeiP5BQ5blBVKuYK0W+MDPX9/j5VBu4Hd78Rh4gC+9W2Uw6D1gaZR2TKVmQo3abdulDwVAFo0iV9l+jcAQla8EgSXom05KTFJrs34ovF+2LZ8Yab8dD7XK7kx//kv+LS9/5TqCxrPkciOE0cIvpv7hAQGTSSEaQGgKVteEiEKNBdVa2/WuuM+kzGQ5WH1MIKaIfe6VK1IkO1NhPJGAhIL9VHHCJquwwvELWdE3nKh0CPaAZPIBZCgiY+rQrVHJNkiTM08C7sfV96ZIoIsIzyxNypGblDMdJCyBAhQFwDuaNLHtA4q6M8PQWUOqScoD4hZIjQrkJF3D3BrWF0qanB6T3LtCbEwZrY9L0psjpC1Maxoe35rMAwn8Dm4zpCpHqN55DbfWYMMs9DpXmT3ztChGg8cRJmVUvWXOsDDgeTvvDKRv5DvqTUL2aG5LydtEvXextQlva9GEpnOH3kflhjsP9N/wPK0TI277sS+29+T5KTCADK0Rnc+5fvw46Dr8KeF7/hPLW6k7OR/vadWDh0NVSvDxiD5Xu+eb6b1EknnbyAxECt+99Gl42NEA1oXT0gQ64M6E5Aj3zcFQoUyO7uxJ1QzCeiMPEEs9i1XEQa1EYVe7wBISBXhFYk3nHW1pESySXy+webdmLzhVfi+INfxeipw9h60VVY2n+1qypz1yBDYLzyFB76+O9j6+Uvx46rr3c5agrRxhrphNrYft8SIaoinlDVVyhLFbzLBCJESBFt13g5EZ+EPc8IbSJ3e8+dSDhEwvoJfC3akZaeHoBsHJAh5hCRwZY5oz/zvBIbvxEMMaXn1BLFCuO3KZmsrFNZYNf1b8fpO+/AYPeFOP2VL2HLZddgqsjHR4ajDr/pyv3VOERThriq/Uf8Ljg22WyevUkbU68+/x+qp40LYwCV1X+fRbIYQRFIUDwOk/ZQc7KIp1KDBelc6nDR6KZjiB+UaaBqdt03xBny8XoyjxDlFLeHqEScNFdzmIPQ8LSUyGl8D/zu+O2QZiNFhhLekEeGON6S9Xy1KEyCazySbVVEECahSYQAtyFE8bYE3z0HqxTxsuieysgT0AhkjfdDIkcaA7+ss5A1UxLo2JJ4SL4sq8CnJJS/8nMVhTbgEAf0HCsdvB/XQopod8P8QvGIOJRC3nKyEBvdTydBNrRC9EKWA6/7IWw/cC0Wd+1vPaaajHDvH/8Wdlx9PXa/5MYolkcnzwXpb92ObLiI8bGjMJPJ2id00kknnXTyrMmGVojKAYV3D8gQbbOVJ9Cj4HWWIkW6tDWkhL1maH23zdUi3sXcJGoMJfVrMHMjC5gC/bk2ITlHpvRQxiLP5rBt3zUOCTJg8yAOtnbsq7dgYe8B7HrFTU7jp2tzehHRfhlwdYrlbRmxoZIQI7evGqyNDJk+m9ni/lCL+xOSuKY8BI6Gm2RbTbkhJOy44nULRoXGYR8Zf1SFzl2IKorXZuL7JgNc0EhkBhjJgUkTp6Ztk23edNlVOH3PnahWloFRCZ2FV7LVgJPtUFEjeoJDdDboSsv1uK+akCFZfwuKhbiNM/YN8unI1loSvMl8KZFKiRgRamjBM6OK4nwlbdTp2LY6oCDsBSkimqtccQwkIBrGc4YDkGY+4nG/7xrf84H2yJovCAkwAS2aGo08bYG/YIwUpQ+lERkCgHFWjzAOF9A0xBTz8yqjPtF2GzIk4jw1Jif1v1UeDeFHIpE94j9lBiOxT07tNYQICkPTxxk9h3ntJkoqib9Vaoq/pJOyynWgp/p5siQUyyOCnFCYEsRWNqSS4eTCLUhRw+NlHhd996jeGSKckzwX3ODXW7oeeY6KqUoc+9at2HHN6893Uzp5BrJw0WXobdkGABgdfuQ8t6aTTjrp5IUrGxohkpGOg6WnItQooCoAYMs6mgQ4y4S8ubT3DuAYH5xIMbVsEvHeaxwZm66rojhHQGT2BURKWZvEJQoIkW+Pb3NwiFMwlHSQLBn+zWJy5gQe+MyHMFjag8Xd+wHjuDCE2IQgIimqxAYBNyTcJ/MrfB8zIkTWX1RS6pFzIeXQ3+c45SxRFOyCcvX0cky8VwnlOFIiX5cmBExyRmx9PASwzse5odQS0aNn5C518oiIF6LkE7E2+uG3h/sO4PAnPwoAePLLn8ZFFx9oR1lIRDsShEi7dqv6I65LSxtrhmqT0d5yP4SwTWujEbNOGwdM+3QlqkItZhAjwWQRc9RpKsN4kPkAAyLrrxdli6D9nLxVPnPum/QdS+6VCV0zviTKneWul55DCINJ0mvQHOivR6jqOXgn+TZnABpUqZznHkfvT58JO3/ZmO9HiI3kEPm5ivs1upDweFtLTKVRNtOAwjH+AqXn+pRGY4g+TmPAKM8iR7NuXs6OOTiUtoS4QwWvHLjfQ+yksKIQ0H5/7zNyemS09PTHmaoAniNu8OstLyiEiEna6yWzJI09S6mKMY587W+x/Ni92HnV69If13l8S7Ltsy3FaH31d5nS4dmQ3uatyHp99LfuxOlvfw3l6pln/6LnSdZ7/tXrTMtaj/ESi51b3xdw3b+fZ7H8cy5kpeyCGr7QZWMjROylJJCiyEuJUSMqKc8Ue5n57dJFi64GGWxBPKMUMWoTVZnAHQJ5WJBWT8cIc9v4xJfkXWYQxR9KDyULK0aKAjKUIkXf/vP/gJVjjwIAnrjzs9h8ySFXlw5WOPUbI0NkpVAbZa4eG/Wfb1RAhlJrz3n4ReiLSevxnVSrP9lvAzJE3jW2l/ITbEbr8+7Co9xNVsUod5F9kSZnBQJnRCJFae4f0TZ/P8SP4XypynVT/JGrxfap5V/D05L5Cw/AViUmx5/Aia9/Edtf+yZXX9v3oAmxUunvtXPbnknDMTN9hlp4QDz8W2YWF+PHH9MXjZB1FAplH1DL0fgkXhBFCeco1G6/FvOBnoDNvnLeXyfAg+6yYiyrCjVeURufg6186/5RVbiPgMyGjrXiObnjIlCXAC+PNHBTiWcSI2LaOqWIDpJRw6mNszxXvr58oIi2fQT0+DflkTwgSf7r2uqPi+K7yb7md7QJksqtu982ZIhOYWA/IC3UX21IESFEVR4Qos0KWC76tWMJIZr3bqvEvSGERSuLiV85mFQppzSOZg0AFQcQOntlj/LazeYyukZdiD0oOyHZ4AqRVITCcpicCOupF8S5mYWmTPQE7TIMTTNwen26nrY2uMhTtuLazGjTMiJ+OxK4jZbK/KE0CdE6TaQYHX34dtxz24fwmu//Negsx/Ejd2P5iYdYGdp9zY3Y+7K3pjC/WMrhwIh0PeGmGpbJbIAKVTqpyeUFqwAmiTcoRWmfNO+uhpYVIcy7B1iRK6+Hq8m114xdJUUWFCFOdEmB9si93iMCNTJtrMDVlnrccmZQCEMpM53UlAwZaDMKJdCqzMjra2B40QEs3+9SeRy//fPY+to3QikdljhlXU0KEQ0/uWQmzpFjvFGkMtBwD23LXPI9jJfQQpiA9D20Mugi1dVTMLlBWVlk4/qSWHwdTthKSvEkhF2g61LcSyb/k5If9R3gn724D34WtJ/aGj2DWmqTShwjJDw/G9y1y3TQ8YdVLpnNmbrSYsQx0561UCLayiYtOY73GitzrBhxf/r2WBvIzTKpM1sgYgxk0bXXkgbFiN3QWxQjDq5oAjF6nGUYIUdO6UpEB5JCtJCnlWllkXuFKPfnnPFGWklpTLhOP6+dhS7CS6K0dNjpMc+abGiF6IUs/cFmAMCTD98BpTTu+9KHYU2AK1aefBRZbzDT962TjS0L+y/HE5/7OLL5BZhijDP33Y3Fg4fOd7M66aST57F0HKK6bGiFqKoF9guWT4C3UyJfbSmHlOsKMIQoUCI+QozK1BKhOrMJmxy8dKQ4I2Wz9ZIsnZnIdLFhWwlr07LLa0CKlrYeAADcd9sfYtfFr2Bl6Mo3/xROHbkH/S3bebmHmiNTI5AVRv2oBeKhOW5RIHEzeiXSHoQjwW7l/Dq1LJ8kyQgBmHkTSp+ioD/vrK7SL42Zni8pQOPIBzTLM05sSehRNkoRIi7pvgg9iJYxGsnN0ZJaTK6uRWFIb6dGmEyW6DJxkqwkekb9Hbsw2H0hqtUzUFmO41/+HBauOBSSn7Yu1/jdVtSr6rcpSdbxKa0gfttKRcMSZBxMEUCCXAIuXAOPS9k3RBLtp+q9KTRMZlEZy+eQ63cNGfbPnMMrTAKHiFEJ2qb3QiJFMTLWch9heUpsq3g8pD1LyBF68pxoKa1KJwXD2Vd9HbSE5vtIKRtIxnRdThOh46qa4QgxhrlJYn/Tsl5trIn99CxC2AoVtSWd6+RYCMvPM6JDDfcEC0iicg0pEoC+VhZj5BjZHvQasR6akCJCk0jJIJJ1KAkpovu3Yby0XahHz1rc3zlgz1t0ClGTvKBI1c8lUUrj0qu/B4DC6vKT0FkPOp/Dpl2X4qJr34mdV1x3vpvYyTmU7a99E4pTJ5DNDzF69CFMjh87303qpJNOOnlByYZGiCg1RFPIfQ4SRyHTW4OuhTV4JRKIMmLk0QgtXPaZFJmpwDcSppRq8ySjdB2+/c6qTq0W/p3W/mOkyAB7L74OTx6+E2WxCgDYuudKoKqgVBbI4nH4AckTkUiR709NVjtZR/HBIjOqNEqst55jV/Yal0h0SRUjQwD0fMnI0MLAme2j3D0USlJYZoQUeZLiSAf3eo8MyWCLWpCqY8K9rtJnm8AjNnqO9GwijpSUWgYUSa5GsDxNiwUskaL5AweRL27CmQfvweZrXo6Tt38eO972rsbrSGiHeF1pI9Njnok08YVqFJOWki9vYy6E3yWSghLiQWkrTKahtQZQwRDqQUgtBQkUIRcIFdJFRK6nJKPyOdF7MXAl8Z3i1CcM1EhOkaS+xGOCnwuhWTQY3DwiE5qqUoV+Io4Jhfmg2+5HhDg4pIEDQJIjBKeJoG0ayxHM468bkKC0Di22GWlRthWpbCOex5winvJormNAzNdPxOuIQD0TGbxJovehFSkSHohjBRTQmJgMmXYDQSJFgUztSkKIFvIxTOEGEfGPcokQqXS7UhqGJmKVemNwOBj5jPTT7ZBm6RCiunQI0QYWneW45vX/EACQ5QNUxRhf/4t/jdNPPHCeW9bJuRalFLa/4a1QWYZsuICTd9wGU8jQ4p100kknnTxbsqERIpY2jor4/9MVkwlNWXBflFUcKFBb8s9eq1K0qpshMW1ymXDd6FytFHZd+DI8eNdfohidxkVXvwP3fPb3sbjzYuy/7t3IFhZcXTqyuuR9tEmDgcABGeXIiIzMqg9UVUPqDpmyg5pBXn2csNUi9yk5+j5T6IqvJCRB9LhVZOUqiQaIkpGiIu1fXQUrPXgUBUvV/U6NDbBLLSCjlDYUJuLwxDQKoI4wxEEBNx+8Bkf1R7D8ra+jt2UJY5g+oQAAIABJREFUy3d+BVte+qrZLMIIpVMm4sWIJiZViQCWa3PBov0N7yKAJIAngCQkQUjk608inpj3MtN+fBjvTWgmGUyWAWNbSxtBqAffJ6G+hCqXLi2LbEN8DI1xRmymWcyyD2h/hIrIZxxCOQQU26Xw8QfS+4+GoZSn0BRhSHUvsAbhY6hOCSlGt9WS/LS236qaNx6jqy3ofMLLIxBExmqK03u0CaHzdMqsAS+bhMA6781XRs9vghyjhmBSIQFsWpLMZ5Oa55k8phmNSSdZpqUJ78EaElg+cxzDogvM2CQdQvQckH0Hb8TSritw5uRjqCYruPa7/gn6wyXc//kPne+mdXIORWmNHTe8DWYyRnlmGSdu+9z5blInnXTSyQtGNjRCVIsdE5fSCmnhDsXn8j7hIcKWY+yCA0DxmnFk6ZM1NGkJS9uU/oNIJSKeEvOQaJ2bgiDqgGC43zUOvvT78aVP/HPc/+WPYHHTBbjoqptxx8d+FaqooHQGq23w3FhLzZX9ichaJgeVXrodI0SmD1QmcC8IGaoGbaQbXxLqlZmaFwbF6aC0HJaDLXpkoFSBL0JxhkT8oWzkOSjMIbLJ8dR+d1CwllVlA98h4rdElIvG++FnJLhbVkXjpWE4+Ms6iTzJrAa2XvVqPPGZvwSMQVE8ifEjj2Bw4UVJ/bUGxRY/IYXpUK55yOkieg/k7c2AGLUBFEzBEoiN6dl6Al/yoslSZAhj90LqsYbONfSqDnGIJMKG9HqKPFMrzvvMx0pEUyJFMd9Qz9AHiSjUxjmPn8gjTsX8pAhmqj0nrti/D76SENxVtaNEMvBqQ2oIjpkV8d6AkBzUNtw3B5iMAy9qCxTpYKshRg190wBW1YTRYZoTiFsTedpx/bE0IGAS9SchtKVSQKE0Jshq/UrBG9sQIsChREA9RpEULdA717Q8aSvzuQRniGJUTUvxwZ6GM0gXmLEuHUL0HJHBcCte+ob/BQDwtU/9O0xWT6E/3IKV44+d55Z1ci5F5z1sf/UbkQ3mYasKx7/coUSddNJJJ+shGxshaokFEkceriNFKTKUpPsgq4T5DSmiEiwDldTh+AqpKaXJhCq8tTIlbxlxBxgZoiazBZBaMZTGQsqmrRfjmtf/Q9x5y2/ja3/x69h36C04etctOHjdD8MqFe4jS6oLfdNiEJi8zmmRfAvuM+Xit1QIcVyqOWGptXaFfzY6cIh6nmiRyQSOFJWaIhBHXkMyMnU2cmVOCNGEkMCoISLBbbCQFXQZPAwZpbMNlBJGhtL7sSKYizJojUoumpOgSnTM9mteh2N/9zcwkzFOfvU27H7Tu5DNLwR0gK7TgPDJtqYtjVJbRLG8WqUFFWkCJmoeSIQUeX6QzS1HpLaMDPlt4kSMCBnyz3yioHoK+Yqqe3dNGcuAQ4pklGlGhiR3iL3d/LOvABAKuVYfxFOGROVknxjlPc3ScaMiFpE8l6cgejH9/ixf6+E1SNweql9wheqcInpvbC2ivtVIuGGM3DYgRK0eam1SKvakDfCVTjYZKWqYcNqQIY7iLcdpqVDqDKXNak0kJEUiQ4T2xN5osyJFro3+tkyK/EhPv4p5lSop08oIRpqxg23nZdYkLyiEKF6GWg+ZpiQ9Xdmy4zK89I0/gwuuuBEXXHEjTj72LaycOAwguJavl7QukT1Losq1jzmXosv1vT+SbDDE1pdch/723QAsTtx523lpRyeddPL8FAunEK3330aXDY0QtcU4SSILc9mMDNUi6eqApMiS85URkhEn7eE2pZGqmWLTwilS1kIZA1U1WHSk6XM7BO8oLqOfNm29CIvbL8J9d/wRivEylh9/CPPbLkCVOaWIcpYpcX9SKB6TjS1GyQHJ02NN5jlEvo6noxQpZWtxObKM4q6Qte77VyZyLYM3WS6QoXzV85EKQVBQwYpVETIEANa6PHMhQSUhRa4vdGlr6FL9fsR2/KhbEKKmqNPx0Nr50jfg+Nf+DgBw7HN/jR3XvoEjEMvrmTy9Tow2sSHMkd3ppBkQIm6cP3caMrRWFXngEHGcFbJmR4EzBKRxpnKjHCLYgkC1iek1IESMDFGb/H7OaWZ5P8XwIRRyLc872Khpfp8RbdWVj5jPXmb+elA1FlHttWf0yqMVSiPzD5O8yNj+4klQDIJpryq9MnLO4xg4KiBpfKxDWqUXn0SKrIrmoilNAAJvKEEw6XrkAStRrD7xq2LyEJU0oaWlpfvi/tawpYIxGjLYheTsyDhFTZGt10KKjFXMTapsaulRfUXpY7FxHClxT0BA6zjH38ZXOjayPHcRoikTU5vIj3wo1x5Exi9j0bHWu+GTO36TqMK/qBRkTZTPVMarJwAAc8OtAKLAhIJMPMuHz7BLtCutKBvlHLx75HbP5OqsvbHsVs8BGb0iNFpbKWNX/JL6Ji0bz+H+8+fKpYBp16Mgn/RMRDnteroAepuWsOWyl2Cwex+q0QrOPPjtqddrW7KaFh6inhA5LWe63lmI8ktlvES24hWh1RmmoafRxkDodmUY02uPF14ybkvB0iC1JX6RXmSqyGTUM3zYjFg6OZuknzIw4ywilxg5rcjTSbMxgxCRnlL0cKqeyQw3KhShWcjGtBRFROuicA+fFJNpMqpyX7rBtkoM/inSz0pfuoHSy31A0hleLjJ66V1ST8MVv0OI6rKxFSLb/NcW76LmhWaDpSGtxCalyOTwf8r99dxkyrF5pihFppe5PFxKAUpB+ezH05QiZQwf93T6Zt8Vb0JvsBkLm3bXPKqmKUUmS//k5N+kFPHxPfc7I0PPklJkM+v+vNcU3cc0pSgbGfc3cX+6tNClDX3TqhSBj+U/kRetUSnyY0xX1v1F58f1NylFSvzpErBVherUKd9WYOfL34Ti5HEAwFNf/qxvp/vQkrdSE7rXpBSphr/a/YiS/+zZo0NJ26I2TlOKshWFbEUhXwXyVfeMVdGgaDS1seX+pilFNMbg/3jMiVhKiVIk5yKb9s9Upcii+VkwategFJXuz5ba/VXujxCsWZQipWztLz42VooYfPc3pSgiNqFDNd5V2E/vKns6Rly6tYTGtB4r6LEKytAUpUiNNdRYw04y92eU+5MoV6QUhT73UcONQ7kYaZmiFNHfpMwxKXOMK/cXlKF2pWghH2MhH2OYTzDMJxiwMtSuFNGfpT9/f4yYNSlFfrx08vRkQy+ZcXoOMdkkBOWG39KSXtwwkNpKJtT6cyhgo8oimJgUKP/iaCLEeavTCmgWgCM8xzMVL2Xp9LoxyZuCRfLHjaBe8DGbdh7A3oPX41tf+D3su/a7sHDR5VBKcbvlEgGl7mCJPpzSvZ4+AhIOdxOfm/xqaJxYViBCLSVjrXzi1mKUYyVzk8XpnpsQRhPXuHLsGq1o+cRPiLpY+xnLjxF4KQSw/JBnmyyUsXWIOkvHnLbR80KkG8ZLVkKTkEtZsUL5+J2fxne++N+wdOlLse/678P80h4s7NmPM0cfxOkH7kJx/Cn0N28L/RwFdZRKQrgPX1b1claiqxwDTcczp5MSpnqivaGErXMmfPDp2VKSXvroiVQsVoUPZY2c3tbmuLvl6o9UVqKln+Rci9pYXiv4YHysvD4kkb2SB8QKie8juWgml9WVgtHRAEBw0+aphh0I5FwSGivJxbRJS9icmNkaXrK1kWs+Eatd23wpxomqov9TkyuxbYUy2LSk24YSUuBGUgxyWx8fchmR90dlpLgDkUu+79fCe6vINCd6zYXA4DxS+om1tBqV7zAKdUBKEX1bDH8PfElKqLFR+AV/ARkBdg3pAjM2y8ZGiDpZUy540U2YrJ7Ctz75Phz+2ifPd3M6eQay49DrML9tL07c/1V844O/gvv/9H0wVYlqdQUAcOwrt5znFnbSSSedPH9lQyNE7VC5bSdPt6EGkWtrXdLlH7Z4CHbPAU7AyhCxSo5pWqO2uebS5rp2ea6DyjxsW2ERxshQsr+vcNXbfxZ3fPSX8Njtf4Hdr3xrLfAcu8dT0Dph0FiFWjA56WIeLyPYDLCRB52sryK0zKfwYERglSyuHCNv7ZzOXONGq75xnmCbjTx6ECfrFK7Q9aB5z5zLEMaTZZI93asViFCw2Ojk8KwkAjQNGaLfe3oOV779p3H/Zz+E5cP34vTDd/Pv+XAznrz9U7jguu+G6qWQlEFE7pcIEVniZbodB29sk7aUF9POreZdn1QD34hhlJ9mkoZSaEvBoiNWa5b5tgdghKubKiq0m8cLo2P+ZOoTCRpUDSiEQNokKKBshLLSPh4XYTtGS9LBIJBEPongVtF2rUIKBzo1T5EiI8YlotAWWoS5qKUE8ecQp89azci5yqIXz1pGYnkeE8CXsqgjQnR7Lc8gQd5SsCoJvwKAl460X96yuQXmKW9PigzLcVMLjQDAVmn0SAoWS30TkCIk+6dJ6QcHL6v5ZTcAmO+7AZ8JSKweCiE0i1Ic8fsgx/YMMi3A4wtVNrRC1Mls0h9ucW/Gs+Dm38n6Sj43xMG3/QOsPPkIxmeeQm9xCd/+6G+iXHHcotVjj2F+z77z3MpOOumkk+efbGiFKBASBdpj61ZCbNnH2zGpkSz61pDlNQTHl0ZxQkpGihgZEmvTwhpz9SiH/ggziFAeQ6HhI8RI8gIlMmT6riRe0KEf/Me4+4//DcbFaWQLm9xvhAz5FBu14H2x/rQmQhSRKbVNdS8ywjxnCHOu0zURaDNvuXmkSK1mqHx9q55LVHlkSI3q3CHAEWybEIRpwm7UM7jf1DhpFuyaK9HHENwxRYzowCR1Rg0ZEmMg+p3q0bBY3LoPwx0uZcehd/8C7vnT38KOq6/H/OLOmlWtYu5D5a1u6QIdI0P+gq0GIjkgyEStEVIkPbWYvzrXgAwBwESH5LyTtOT7EUR2andWRH0uXjMp/L5kqCGIfHuUdJUDmarkOEe4DddvKmsybYhFKFMctDM0OqrAJjvDfvk+lprHt3RDtwIpki7mMbG6rflNCUY5kCai9yKzUWBSf50pyAM9WyOfY8MpbaFTmG9EjhaT9HfTU+AYuPOpS74V3ZrkaPGBM2W8BNosi/RcnupnQIhygRBNqhzzPdfwQe5uJFeExglEKLQwCCND/tiK80/NLF3qjrp0HKLniQyWdmHbodfg6G0fP99N6eQcy2BpFy5+4w/hyW98Hg/+9f8H+3Q9EzvppJNOOmmVDY4QkcXht5s8ECQiNM3LjOpV0kxo3iSxGZJUD65s9loI4fij+pQ7TiYDlRyi1OtL8FUkMkQJVSkUQA/Y/sobcO8H/w12vfP7oJSuJV81/RTx4Nu2dWRIWqTggInwanSoxFAqBl9mHiHq9VxZeMuy8kgRRhpYdf+faA9xraZpG9hFnThEZfR/7z6fFc2WGSND0ywgQh2hnIdxmfaNiihnvE5P3jOSu1TjOITr1r2ion6Md6tojDHMEY7desEhbP6hX8TdH/tNrDx6HzZdeHnyrJguQl5ZNmwDaEYARfewe3lL4NKmRK21mD7zdWQIAFSh6giRsPCzCA2kNurSIYI1LhuE0L3Ez4geaRvnjIPZiWcfc4hELKFG/p0v16Jk1L3Mph6dNpbewziRqrw/fxCryy2cohhRlNwhJVAeuicdud4bS8ivhYUNU6DogKZAuq3coSl9J5FZRogJYZQIYBE4OwEp8nNUGwRQaecNXKmwCsB9RNt+7i2kt9nacYpy3/ljzxsa9oLr/TB3N5TrdGBwyhAqIyRQ+U4pK/FCzOplZmeLd/RCkw4heh5Jf/M25PMLWHnk/vPdlE6eBdFZji0XX4Xj995xvpvSSSedPMeF4xut499Gl42NEE1BfWoWsA2/AXVUCZGXWboPCGZLe1tCrCCJDKVr7ekNNCNQVJcRXhlJPCJGaNZGhtzvjjO0/bo34ehn/hwX//33hnMGLdZ83LTUGSPct0CIoD2fyFqAECEfOj/35VzfWT6DnrN8KObQJHPDrVA5LCEHlLZhkqbo0JF3GeBQBEKEKHkrBWVsQ4rCTaD+fOixldb9CTQSNkKG5KPmBLA2+T1O/dLGdeH9NG6jA0LqjvRhxDyuPYduwNf/6NcwevEbMdi5mw9jSkTlgzyK2DBNyB/fVwsiJOuYJVErV0qpVqJSIkP8jMWzjjliui8QIgKgRKwb4gNNiyVUo+fU5pDQPsm9kkhRWxqXWaSGKDYdxI0VB0UImBWoVbg/gY4Q/9EHPk2CM9JVWoI1hhGt+EIyllBr25teSzHlagEoThPmlvnx0cYxMnmokGP90LtEnCJ6DyjNkVFQSkFVOnj08ftPneL7ldCZYm1kiKT0fT/v58RhXmDgIdF5X+YqjVQtEZyYWzTxXCSOMUW8qrXpTJ1MkTVfa6XURUqpv1VK3aWU+oZS6mf9/j9USn3F/z2olPpKdM6/Ukp9SSn1Rr+9XylllVLvjY7590qp/+lZuKcXtGy55pWwZYHlb371fDelk2dB8rkhdr/kzTh8+1+e76Z00kknz1lZ/7Qdz4UlulkQohLAz1trb1dKbQLwZaXUJ6y1P0QHKKV+A8BJ//8X+d1vAPCfAXzabz8O4GeVUu+z1k4wg8i4M4z+xJbJmshQelzymxI/zaBd16KysjVNJk/Q4kNcDscfqiFDIv4Q79cRiuSRIPImC2lEkJRVj7zINHa+/Xtw9E/+EBe9/CqoPA98j54wJaP7JetDe4uJvOpiZAiA62DlQReKYeLRAeIqUJTbvg9DXxhXVhWlOjEcnRUrFJvGX6atLGydz0Elp8hI+WLBskNk+tbvvVHid/dskkRJkeOzxjkLDWHkgK2+lG9Ez2jX5a/B177yCZSnT6M3v8kNuQh5UmWEPohQNcn9z3hbxD3juEs9G5AhQopEjKEmjzLmDPmkvBSRmjlEfr8uw30rYxs9u1oTtkZlm5cce8vRGFdpe+J0GlTqtjhEETJVQ1lFKeMQxXGmWx8F/SD7QCFKSeF3SRSQuC809p4JqhWR6uh9V6VL6xE8YcX7F18vQiYBJP0GnB2y0RYtnOd+jVYOGKW1qCF8dHsx34nfXfE+ClSmKjXog9aG6gw8T8j4gRQrCIReaeKAEcLnO60yms8BgEG/hDFhLgVCdGs7Q17OTtplzVfEWnvYWnu7//9pAHcBuJB+V26GfzeAD/ldGdw7LqfcJwB8EsB7zknLnwOSZK9fj+v5j8Pw0svR37UXJz/32dZjxw8/ivL4iXVq2bkRPRMZ9dyJ6a8vxY7JvWtI1htg6aKr8NS9tz+z662zs1q2ur7XM2vn1zynMi1x77Mi67w8ovU6X3C9ZZ1vb6Vc5wEqpOMQ1eWsOERKqf0ArgVwa7T7BgBHrbX3AIC19htKqSGAWwD8b6KKXwPwF0qp353lepwcU0aNRdDwa5aFsNLaHMqeqbAVRNGlGVmhtVzFx9nc/TECRElhGRmSdYb/c/JZyRkiZIg8yHzMIZs7C3jHO74bj/zHf4/FV78Kan7B/RhFbX3qA/8Vk0e+g23//fdj0+uvC95dE2pLWnK/mgrjRx5GtbSAfOeQ64uF4nJQslZO2qoj0gNzeJQokZQ1pKiKrXTbWAZLPXoGbJkKC85QUkoV3ybnkjN9DZCiIjlfgYAhtqO+EGPYigEbA0ZWeaVIgHPctohbtOuy1+D+L/wh9lx5PbTKAwrhkQq+Hl2HYyeFbavccZIjRaURnmQxb0h5Dybro/hmKwIhImSFECLigq1GyJAv85FHGKVC4a11ZW19MhXjk2Ju1VCgfrzP+vuiTvFVjdM2q2iMkRLO41LMRQEdcW3SZfTu0GXoOp6bZAT/SakWBC8pU5QCRjmvL4sQKIcRRkKECCGi0kfOVwbqLL/+jCDHSpH2D4j4Y9IzNs4lKJ5XG5I/lZu1RpObvrdyH0XNZ35QP3qQjBCJj4d8BjKCtQ4fezlOiYuV0UOPxvggKxOlqPSdQbGKVgs3yU9Kdy7FK+rnoRJqGtHuuoAcz0xmVoiUUosAPgLg56y1p6KffgQBHQIAWGvfiwax1j6glPoigL83yzV3zPtEn7IeIHzYGC4Vg7d2A+EDWQs814LkNMG4vPQhs8oz0ZdYgkFZ2rzUdx9lrwhVDPPT0lnaDqsDSZSX01gxcqVUhEwuJqJL9mHw5pugbv8yNr/zJl9XuI9t7/1xPPFvfxf49K3YdvBFGGzdDTMeI9fOV79iwnD4KJanz+DER/8M+coYW294BYa7r3T37l/knv/qejUJQ/92LljX2FXlGj9GD5V1/9c+YWTu+yLz95f7+/P5DtEzIYu86qcfUO3TRFDf03M2vr9trsJk3TCYNm/qNYQ5CIfUUgVI+D8diq5N9EEtW8Zl05ATSlltWTZSmHdccjnMkcuRP3UPlg5cwwrz5n4OVOFZ1+4nVubo/8LdnpZnKQ2H9cEWSTFSmeFEmpyg1X8ctFyiiG6NcpFS9IWM6punG07PsQpYmnfKHicspvQh1EZ6L+g9iNKL8BKfDC5K3zuvrGW+booAoaJvPE0ZGX3IhaKZkNSbQhtE5dJc7uaFBtK6XEpqX5oP9xSI5bQvvb/QSr+8aQ0fnpnUJZ8ULTJmaLmGQlc0hS3ZnOVuyazv52k/aeWU+DrSK6RhVVvK4sr/f/beO96S4joX/aq6dz75TM4DDDOkIUsasjACgQhKKCdsPclX8V6HZ1tyeO/Z0sO28DW2JVlWsiTr2QaEjCWhgBAIEIgsEIgchsnp5LDP7lDvj65VVb26+5wzwzBzBvb6/Wb6dO8OVdVV1Wt99a210vVNSdHyGu83vkUHqX/wJUezvEfLsyWFflkCPDhu9vpkL92+WWRVQUS6bXVhiCBdDpKClFQyWZU0naAURzbDfaidUrTBWNHXdOhtl76G3PRL0sOon7z8iXKyndJs+0BvN/IiZkrcdrvPk1kpREKIEhJl6NtKqeud4z6ANwM4eS+e+VkA1wG4baYTB0YSvTcv9gcNUM4vmlYhYh89wz/YB4XIeMToASWnkk7rN7MKkZICA0MtqxAR2mNyl+lLHA5RbHgODBnSA12PIQNexCVkrOPg1FOw+cq/QbevUDt6LfwVC2xFejswdcm52PXFb2Lz//0Z+D09CIeGcMRfXgUhBEaffBzBzp0Q3TVMPvIYms88i7jZRGnBPASVGtSalRiNEzjJ0xNtWdspHSIx/ac0BDCuJ4txPTE3lUKoC+5pTw1ff5x8zSPxJ9Lb8rgy8YdMm+ut19QKkW57g64RElcSGevViG6/geFW6vfUB4Dx06xCRDN++niqjEFBv5xOIWIfBZvtminHfUfj0bt/inXz1yFyIpfvngjSecfcersfbaYQ0Zb6FOWki31SNHU7iNjke5IhvT/a19Uz/C792MCij75BiBgyxMe5LuvuiaBwHBjljcYBKSyeozxQ/ZhXIHk0egzFklPpHHrJObo+3CsqTyGaxrNv10SQy2nKyxmY2nKFKBUbTR8rJNWkEVqhFDw9FilTO33IaZ/HwHFjetG5gfKxI25B6fEt2VgmTti0ChFfBs8xSIxwhYhvabfk9OGc2wBOO1J9hQI8YEcYZOIQUfvZ/p8tmBBpBdPXUFBFpLdlbTGUZISKVnBI0SGFaCRO9sei5FxC2MkbrSwjDOs2H9PPnUQyEAK1V4s+bWEyY+tpjtBXATymlPo79vN5AB5XSm2e7QOVUo8LIX4D4GIA90x3LueM5C1JZOKb58JJSAVOezEus4UKl/lYaRg1UvZDVpJQJem4yqc/bK4iBCTKEEePCpEhJ+gin0RlrYHu887B4He+h8HvfA9LPvMHKC2eb5qsfuxx6Hv35Rj49rUIh4YgqzVMPPwwWgO7MXTfL1BZshQo+ygvWQIFYPLRx6DCED1vvxDD5RJsxkY9mcr0hEEDnKxOg/aHwgmKh/SWuTu7igVXhARXNhhKKJwlpoz1TiK0Auok1gXSfYQmyIzSnaMIAdr13dQrrUwViRKwszgp+yaBcLr9gqkJPHPfNRgdfAHzV5+aDiSokr/N8/iSBBVd2DrStVbZ0B8JTdiEXipzl8nkhP74jWlUQCuuRe7qMrIKUUYRojLlWP4CSP7jSAmdwxU9s4SmHMte/0aKEAX0433QKXuGlMvfp3n31DeKFSIybmg500bRdLZ0P/6R5+dSJWJljzFlwy5v60vZ0lnKODQKUb6YR0jbkUxgW5m478eGTK37DSFuzrvKC67rbkncoZVZ7ipQgKajQ9CyLBdjNEW2PUXVBmV0n0fLYOQowDuqksKUiVzyKflqqBtBSrZk5iO1fAY4wRs1rEVEbArcSEtm5K6fKgMr64yisp/OtswOITodwHsB/Npxrf+UUupGAO8AWy6bpXwGQDu63AGQzrPOwOANPwAA7Pn6tVj0qY+kfz/tVeg6+gRs/+KXUFt9BLZe9y3Ulq/CvIvfiMZRx2LovjsweNNNqB9/LJb86R/CX9CFmlfG8OwcBdvyEkjQHMXAtkdRqnai1r3wYBenLfsgSimMPPUoxp5/HFN7diAYG4IQMtEipICQEl69A5Wly1BdugLlFcvhd/eAvv5KKUw8+hv4vX0orVh0cCvTlkNS2rnMsjKjQqSUugMFOrhS6gOzeYhS6nkAxzr7D2E2MZDIMjaWlLNMlrOMlrqWWfH7IhlidurHfPXaWofCeClFfrJMZmF/hhAZZMiiQnxZzwRkrPB93UZlleVKeAqi4qHn7Rdj6D+/j6mnNyIcGYZf7QUASCLEyhr6Tj8Pu35yA4746J/Br3cgbnjYdeN/Y2LTc1j2oY/B08ttcRRbi5YsbnK35yRq4iPohqQw8yqWFlxiJFxOZrWkartkJhhSJAO9FMDDKbgcbrKgWJoUJZP3kn0nOUtmBilCamvOI/QgUjYUQJz+rUgEYFEOY+EzxEjvdtQXYMPFn8Hg8HN49r5rUe6eh/rSVeZ5rtt4kXuzi4CZvqS3JjwDIUM6BYvSSyJy3IM/nkaG/HH9uIL3KCJ3qbMbFYTwAAAgAElEQVSgEQqaKAlbweqT4VexekkbSNL001a6r/Gyusez/TD9Ps3cIOwcZX/T49inc3SZ9LsZfeEJbL35OrSG9yS/+z5kqYKoOQEohcqipeh91RnwGh2Y3LYJIw/cg+b3rgMA+L198BodiFtNRBPjiCcnUZo/D11nnYnaicdCCGH6vX33hDBSP1LGTdvwZUx/IAQsjfoCyCQxlZ6CVDHiAq4WjbUU4jYDQmREIfOOjRSsArj7tFxXJIbwbcohIKSADIR1HiAENUg/kCeLFlJBUWEJoaT+IinNhz6Zvrihne9JTPBGQoRMao/E+GzobU0GNnijUZDbys3+kPaC4ytAul53JuqnrMfQNd/DxL2/RteZZ2XO6Vx3LMYefxjDD9+Deae/zvlFWe+mtswZ8bwSehetw4LDXo3BF35tFKK2zG2JwwDPX/8lAED3USejY8UayEYDslGDV60jFjHGn30Su26+ER1rj0Ht8DWoLFiErldvgFerJwr8+BjiqIX68ccBQmD8N49g6Cc3YfSXv0T/Oy+HN7/7INeyLXNdFNpKVJ7MaYVIcEvHSdSaQY/2x/M4F4Ufh2NNOmlEABj+hw0fL1JebMoTlqPhpbect+IGlbMBEaffuhwpblkJCZT6u9HYcDKGb7wFXWedmaqYEgIQQO+Gs7Hl219B/4ZzAXiY97qLMXD/Hdjy5c9j4QevQHX16nSjaE+jSG9bQdKdSpqES4kMm/p42NIIUUvCo0B+LBVDUfqI2BNZ/kYB6ZgHvHQDXfJAmspLLHkiJed7maURGp5YmApkUk44/BxD1MUshHGSDErF3P1hvOiArqVr8dy912Fx6dLkmJegXDMlak3Vj6EhhB5A8yuIQA3NG/Kawljg/mT62iJ3dRnlB1jMqz9J7NG7c8aMw7MDcvqN6xFEKA5LI5IhUTPitAycv1sqdU5R8MUUSZ24NPqAGcIx4IkS1n/i7zJldwNM1uYtQc8Jr8LA3bdh7DcPAwqIgylMbd0Mr9FAfd3RqB5+BJrPbcToffdi8sknIKtVTD7+JLb85ZWY/398ALWj12V5TkSXgYTU5KSISicIZSX+j663GziUh4yge5p5Jz0e3ICUhgtVFDBRpH+fFbJfYKfN2M/cc505UsQJt5GHBlCy+HuQFENYviILrkpbCkprxPny8uSw5H3GOZiykMDalv0lc1ohasv+leoxa7Dna9dg7O4H0HjVidnfFy2FV62huXMryquWQ0iJnjPOQjQ6gubTz6QVorbMCenoW4bW+BCC8RGUGl0Huzht2U/i1eqYf87rU8vqKo7R3L4J44//BsO334q42UT9mGPQ8/GPIRobw+idv8DYvfdj5xe+gr53XY7Os151cCvRljksh0YqjQMtc1shIkQgk3xVWSuEeZAUxqjIeffcayE3NYh7D9i4QzYeUXrfojTCQSooTpBFJZJtFhkCyMssXS8wdCK7FeYkE8qfKk0Wsapgwe9+EHv+41oMf+8mVFavRNd5Z6PSmAfhVTH++KMo9c3D5M5N8NcsT+5VUkDZQxyHSaA+X+lYHZajE08lhSWaNbckJ5vl1HmyKa3FzTgE5D0XkfWukRtZAczLJvdX4uUYrxdqP92uTgBMGwwv3eaxn3CIFEftcjlEep89x/Stii5rKCz3hEIFUGLaqWlCp83gdi8ZDylBtXx0LFuD4Z1PoveoU5Ikv5H1Pixyu08O6kOE4pA7fCaZpT6uAxi6CFFhHBmOVrq8vxnGqKm/p5FV3xkPfnqbSd3h8vKMF5lIlZ8nlfVy9k0CYeNuzzhEDLl1vy2m7xjujr6/DsxowASqt5cBwdPoit4XQqK2ZCVqS1bqsAL0PAX09KP6rpUoLVyEwRt/iKH/+j6igQF0X3xBJq6OQIISATBIUWxQJMszcsvhCh/f2RN0uRwEzLR52jHVSXKst8587k73qXOKuGb74j3s1k+7AdJ4MPejdBgOXwzssiJWAaHn/PcU8sa+N552qfdFemtd66UJ6EjBG5sajfe9dmjGFyNzWyFqy36XyqoVmPc778Tgd25EadEC7Lj6S4gnJlFesBCtHdsBAH53Dzqda8KBAZTXHnZwCtyWGaVz6RqMbXoKvUedcrCLMudl4Jab4Fca6D55A2a3LnNoSc9vnYtwZAjB9p2YfPwphAOD6H//WyH89lTflrS0qaFZmdOjhCxi8+KMBSCQcSPj3JpphFt5mfgyHDFKcYi0xZ9ZA2fWvWB/yzQfxn1+Bp3wXCs5vQVHhowVrMArb7gTUfraaMsgmo88juoRh2Hxp38fmAwwec9DkPUGdn/3Ovi9vcZDJy4pTG3ehM7XnwV4Ckr/g1CWo6DLYJAi9g6Cpu5mTe1xEQoDOxR5mxikyAnsx9+18VYy7aytMRPd23KKuFXnxqZRIutd5lqbPAgof1/cmo9UNh6PFxDvh3gsxbMRR4a4h1om7lGjjnBnC2EFiKqJA58JzMgs7/SNWPkp+epU+vn0or0mbW29zC0YUpKXaNR4ZPFyMETMRRho3GQTs/J9gmHSSA6AlBfZ8D13QfolBLt2Y8kZCe/KcIhMslll3o99j+m5gPO5XDERjckTiIoWJbG0aKnCDRLN6ZIR84LKxBxKjRf9oy5j3xsuxpbPXYWe15+PiYcexo6rv4oFH3o/ZFcShd6dKWwCWD12YuI/aY6fSPNYphU2Z5n4S54ttyBkuChSNYl06sjnds7h2RtkqOg7IQAZCBOs071vTEifHrs87YkC0pM9YHh3in1bIjM+lBkPIcu6S166LYoyqvtgqMOly0hhIiRkKNmWyEOt1A6H8mJkX0DGQ1b2JqPy/pADndx1tols6sccBQAY/fmd8Lu7UJo/D73nvg6dJ52CBZdeju7XnGlvOTmJcGgYpcU58W4OcLJHCjlwoCSe0+ZCIlHYwrY7f4COVUce7KLMeYnGxxBPTWLlez+BsacexcjTvz5oZdnz5L145Bt/gdHNT+73e8tyGfPf8Q4M3vB99L/9LSgvWYTtV30e4Z7B/f6sthy60k7umpU5PeUb5MYeSTZKGc8bu0BPp6SRGnOl0uvSyrFqM0iRPTe175TDes+w9eQiBEIK8y/22G9s310/nymEP/fWQAzAS7Zk5UieMJW4CyUfXkcnosEhyHEFVRUJIlQqofO0DclzNELUfGYTysuWQJQlAAXhKQiZhKpXsUii1VKdyaOCcYoUcYccxCrDgSqwGE0k7kBABgpRxSqaFLDVRCB2uCdADsfHbT+HS5SgRIQqpc+LfdtuUdG7YJarUDboNCF4sS4rpZogTyeK2uyKiZFCbZLDU7Enx4hbU/Dn9SMuJ+0VKQchKlBak1he6fYxHjcMKaKOSRwjETl1LkCGMvsSNj5OjnWeXJNG52LtXaZix8uMc4a4NyYhps4zRCSglMLum36AjrXHoVxuYPF5b8b2n/4Xelcc56QUsXwv44HmxJYCchAiFy3gcw9HnMMEjWoO7cSWu25AtXsBguHBhFfE2415ZalsV3aem93WVq1G48QTMHjDjeh/z9swcsvt2P7XX8CCj1yB8qol2TYnZChmDyLvKC+GV2RR0nGW88vN0cg5kZJ5I+blGOQxp2aKPTetFJxr2jVMkCzhxMiyfUiPYeJo+qyN3I+KnnMNBcugTDJ1TR4Pi44FeqIhrzKKdh0qaY5PamTI1x5pDY0MUVTrtuybHLoIEZ+ocpSXjLBs6JyoPJ2YNCK0jMc/hnmSM1EBziQ+jRQqRNNc60+K1NbTLtF+TpAywymQ6YFKaRvIfbm1aRMqq5bnPk/Qx5aWCGgijGaeqfgyHleM8sTk6+LbyszPKyTBTnMpEXRDWr6rprfTCZ0T6sSlgc54GzSKHxiXp/vq5YtXqmLx6W/A0IN3J/fQimxU02TZSvF4oHcdmVQdyfHZpEMqSmA6bXua5Ui95YrrdM/bi3FA4i6V7bnxe5jasQ0LLnozRAQ0Vq4BADx/49cxsvkJqDg9CfA0MSYn3TQiWzowqT5XjU9g53P3YPMDN2Lj/Tdg68M34flfXocnf/RFLDnxAkStSdT7lyZlLDDGpq0fX25mWe97LjgfE488inDPALrPPQu9l1+KHf/wZUw+8oRVTmmJJ57FOyjI5C68mdumKEzCdJINcTLzNdmb7MWpJghs+vlyNjoGzXnGCJ35weSKH7JtK5q5c1MetN5KMsn3lGeIRMlEqTZClCdzGyGiTOE0eBxrUEmRKCciUYqUJ5IBI7RSVJjdXAFCGMSIFtRFDBRxh4wTk6sUCfaR5c9jsTjylKIMh4gjR9Nss8kS08pQrlLkKB31lYdjPHwC3oSAigTiskLcnIQKQqCzUz9HYer5TWiccrxRkIT2xBCegopEEqVVI0WI7X5r8y4MfOM6VI9eg54LLki3Zx66xY+zyS+qJJ4qUVlABsnWC5TeV4lSlIm6i9T+dEpR5jfmzZSnFHGr18Yn0ihRNalHWEsm2aCeTK5Bw4lJZRAjvV/WMbb2Yu6oLVyOnQ/93OwbRcdRijKxU5QAVHKuCBOlSIZJuWSQ1NvwnzQyZPq/HjfGE8gZR2ZbiBRNoxSxMRKpAK3JScSlKgAx7TjIeCsJezwcHcHwbbeicfhaDN97J0rrNsCr1LD2Lf8Lex77Jbbd/QO8MDGM/hUnYN7KE4EghgcPja7FAGRKKVJxjO2b78PQnqcxf9F69M1fh+bkIHZuexBKxajWeiGkh8HdT2Fg1xPomX8E6r1L4fsdqNZ70ejyMe+IV6Fj3gpsfeBHKHk1g+6KOKkTAQ4itqiaaT849RPONXqLWCRITQx41Rqqh63G1JPPoNzXj/r69fA6u7HrK/+K7ovORce5GxIvTj0RqlhYLhHl5DLouYD0FJQSKXTDVYpiJ0K++26VByBIlCLp7CsJCOOaqjcOr0rJ5P1R/UBtsrdmvDOWOBKXUnY8vS+0N6DzfBnYiyxSxJ4T6XkwTN6BCIXlAeo2Ib0zBOCXIkSRhO9HCCOJkt76XoxW5BkFgjhFUUy8LgUpVK5S1FmavWLUdrvPypxWiDJEQkfZsMkr06Q1c45nTk1+dpQW+2UGO4ndy90nt/pSuhNl+pRZehE2K7kk+N+ZIJBdnklN9Jy4WxRgjxK5BnbSMBYOT7TpLFksfv3leOKv/wgDP7kR/a9/AyCArV/8F0xtegGV1asw/4r3wu/pRrB9J0qLF2XgaunFhnhJ7RiOTWD4e7dg/M5fIR4ZAwBUjzvazgImkaLIKJkcceBLL7EHaK9TR9i7oGCIocr8zBXVVMJP9wOes2yZsW45oddJ3pn8gAwKqfS7iDNu48Ict+T+5JgNdkj7hE4m+2FN16VaQxy2EFUTBSdygxJytC6njDwlCT+XlDX3HWWW8Qq2KXL1DNfwJKy7Hvw5hl54GINeHUve/B749Y7cwJKuCGfI0t+lehdWfOT3EW7ahvHnnsSTv/gMjnj376Pu9WLBMWdh2aozMTmyEwNPP4Bn7voPSK+EOAzQmhxCo2sJ6h0L0KjNR7nSgeHB5zEyvBmLlpyMLc/djsce+neU/BoWLD4BfqmK0cEXEEcBevsOx+HHXIJypdO8456+MvzOIFGCA4V5h52CnY/cjmWnX2YNKhpSrP04oV+pLEpmVtOdi4Rfwtj9DyIcGsHwLbei65wzsej3PoI937oGo7fchdpxR0LWqqifejTKK5fYRMLpoZ3cl/oltbVUEFAGGbaIsS6jb5FHWr4nA4DmJl4H9/1yow98WOcSzKdXmEyXo+c7FRROypakPunb29umFSMoYRQeE5CRLZmZz5NZVhWIKCAjH6KE2unvhRc7RgMSBYmUIRO0kcjv7eCNL0rmtkLUlpdMpJfMTIN3354oRAC6Tzsdw/f6qB+1Dtv/8YtY+sd/kJwczRz6tbV5B3Z87hsoLZyHeGQMXn8Paiccg64Lzgbay9ovqQghoWbxjg416T/hDEyN78T4Q/fhqb//Cyz4rUvQveGMfXIhryxeikb3UkSTExh5/CGoKLSIM4Ba1wKsOOYCrDjmAohIQUYKYTCJsT2bMTm+C5OjOzE6shlCSBx34gdQqXRi2YrTEMchhJAQ0n4uDQpRco4phTgOEUyNQ3o1CCmx6Oiz8cj3r0oUopdI5l/+Noz9+iEEO3ei702XYvC/f4DacWsx/2MfwNa/+BxGf/oLAIDX34XyyiUvWTnaMvek7XaflTmtEMV6Qslzhc6suZP1zJYvbPoKYV0gM/B9umdkAvEpOGkgSFunk/MRo7jkpIMoJclDyTqK2HJJJpBZKuga27LjJuCZmzCTdXS+9Ee/dx1/KkYeuhfRZBPSq6LzuJMweMvPUJm3EM3+fozf9yvUjz4K43fej96VlyQX6TJLT4Fsp+bz27Djb76JrtefgbE7H0LP2y5E90VnA1My04607y4vJTdMt4lBjtwlkaIBzN6BcaN2FLFCt3tDek+fp9xltBzSu3sPk9CxpJyLddEoeCVRtqZB/AipISJ5hnAepcdBSwemDuBBIUarJ4YqyaQ/E1pIwQgD3gDu2NHbAg6FEbfsHJHlW6qX2+dm4HFlUE+vimUXvQeD5QYG7v059tz5Mww+cCfmX3ApquuPSaxtHiyPtgommSshXK3t27H7jp9g3bv/GOWOXsiJND9IOEFXRahQElX09R4O9B6eIVcrvfXgWQRZAnEcYaI5gLGRrRgZ3YzR4c2YGN+JKGxi2bLl2LZ9JyAkVh1/Caq9CyEEBSmletAElt82fLyk6p7h4Ql4fhVdp7zKtGs0NIKxO+9D37veCFmroX7q8WicdhKqRyzV7yvdT9zlMUIj3CKmzjbofPqdxAAiQonZuOB6PB+HgOVA2rRIrL6sr6m8ZTXe51iR6f55S3I0HjJIEaE9Stl248v1lCyXvkfG714ipnQp+psSMfd7umcex66pkonSJHk120OXFjwXZE4rRG15aaVvw9kYeehejDxwN3rOOhvC8zDv0suw+7vXw+vvg6xW0HXuWdj62c+h6w3nwOvqzNwjHB7D9r/5JrouOA2jN9+NjnNORdeF2eSxbXnpRHhyVijeoShSelh07mWorToM239wLTqOOha7f/oDePfcjv43XIrKstmhGtFUE8//x+ex6Nw3otzZu8/loUTHCkAQTGB8bDvGxrdhbGw7xse2Y3x8J8qVLnR0LkJn9zKsOuI81LsXwy9V0bewgZXDAUbHtuHJu/8NreYoVp38xn0uyz6VPwigwhDC89D3tkux55vXoPOcVx/QMrRlbsihQHI+0DKnFSI3sJ4rPFAd4KA6ej8XKeJWJPE5TLh65G4Vkbjh8kks9yM5OV3G2LdB+KISEJWTf4ANOmivdcoI5BKuLZKgLVNKx+EGLuTWD0OE+PHKguRjsvuHN6D3tLMBAPXVayFrdTSffBLz33I5/M5u1I85GhMPPoLOszckbvdCaaKfxMiNv0D1yBUY+cld6L38fHSefRLiKamt5nS7psjTzFLkZGbDNaDvvCwOsxQzbpE0aJ5uqyBrGbptbnhE+jm05QTMvPAI7nHDKSrFBu2xpHc6R6TO9VyDjtCkcnrL70HPb2n9NCwh8ZIqxxq9IWazg7CZJKvOPYnywTlnDNGDY3kDSb9VvL1miRi5x4razw15EPtJdTqOOg5L6nVsve4bmH/xmxBOjWPb176EjpNPRt/Flxgr2/KehEFPMd7Cluu+iq7VR6PvyFMgm+l6c48yEakEKVAKzZGdGB7eiOGBjRge2YiJiV2mGp5XQUdjETo6FqG7cxmWLDkVjcYi+OWKrp8DpcTanb8Vo7OxCCe99veSlDFKYWDjo5gY24HW2BD6jz0dtd5FWV4JtY2LOHKeVqFYTlH3htOw+aqrEOwcQO2odeh5y0XYceU/o+PsU1FdexhKyxfA6++G1B2TFEAhY4MWSWeCFLABWk1csgoVkl6Jh9ig7npOLPDgcgEOSg+TCWJKPB2av/n8Ih20iHPawI7vhXDivnXRt4gwPDYQqFsycjxiixbFUqZ+MxwiVTTjAZ5ua0KKFEOK2rJvMqcVora89HLY//xzTO3ZbvaFEKguX4mpzS9g5M5foO/NF8Pv70M0PJq5VkURRm79Ffre+lqEg6PoPPukA1n0tpB4Eohe/jmM6isPx5L3fwhbv/UV9J1/AZb/wR9h6798EcO334aes8+GimMIZ9lBRREG770Dg3f9HPVlq7H0vLdPe/84CjA6vAWju5/DyOBGjAxuhPRK6O5egZ7OlVi29DVoNBZkspMDAIT1KJqNEO9o6xO3YvMTNyNqaU+hNdmky/tT/J4e9Fx4PnZ87p9QP+l4+Iv60H3Z+Zj89WOYevJ5hLsGEAcBOk8/Ht0XnwFvafdLWp62HBxRODTc4A+0zGmFKGYeXbOKzWESwqbX5IVUGZdfY1HQ2jiziF2eEE+nwBO0xmyOjH3LGVIlmKB5gEWKjIWTwxdIJW50nke8COEiQ3pb1L8zSJHj4VVp9KDc2WMSwioFqKkWOl/1Gow9cD/qxx+N1vYdqJ5wJJSn4GmEyPdijN7zJMoLeyEqJZ3sVbcNSyti03TQ1nmXDCEyiJ5BW+he1gBl4VYyCJg0bWdREhMbJg/tcTxaUqgQR4S4h1PRcQHEVWMeJ4dC1m+Mx6NTf44QEdeszCquGyLs0q7R45MQ5RKU1KlVYL3MuAs0oSMitGUzCBH35uHjgc5Xtu9ydJMHLuReNqlraMvTcjjefMpLnkvPqy5dhmUf/Ci2/OuXEE1OYMFvX4FtV/8DRm6/HeHQEKqrDkPHMeshWhGG778bpc5urLrkCtQWLjeIg9SIQzgyhOHtT2Fq11aMDGzE+MhW1BsL0N2zEgsXHI8jj7wUtVJC1BIpDpGtTZoDlm4vyw0U5lrjAZnUFL19h2MLbgEA9C4/Dl3zVgOhyiLOBoHQdYhcl/j088yWH9djvPuMM1FZsxrNJ55GuH03gt17EO4eQLRnEJW1q1FduxrBtu3Y8ukvou/NZ6Lnog06oTNxiOxWQEF6xIVJtjYNiC1GbOYEjYbo8UBzIRd/0km6S+k+qF+S9xpHilwuEedapQFEC8Dx+WAWYuZevR8DjkeaReNMWegkwPKOYmU8zuIwjRAJgwwVFyrWN6RgmVP6Ux5zaLEteyVzWiFqy4ERFUdo7tiK6pIkAGP/a8/Hxn/6W/Rd+AYM3vhjhMPD6LrknMx1wzc/iOrhi7HnWz/G4k+99wCXui0AEE+1sOdr/4nyyqUHuygHTMrz5mPJRz+GbV/+EsLRESz+2McgAHjd3Wg+/BgmnnoCIhZYdN6b0Fi5Bj4jlCulsOs3d2Dbgz9B16I16Kwvxqp1F6C7sQyeX0lI1aSB5CzP70/p6FmK1cdfimcf+i8sW3/BS/osV8rLlqK8bClQ0h/fkoIKAozf/xAmH3oCzUefRvdFp2H8vicweucjWPj+89BzQn6A1rYcmvLS9uxDU+a0QmSCWk0XfbpIDKfIsa45ImMQIjZhcjRIwmr2RQlaDQ/CcovI+on8hEfELX9u2RirwuE7WWRIb4OCbTj7Ds69h4KBXdj45f+NJW9+HzqPOwHljl5UV60GohitrVvReeZpGPruj9D52ldj6Lob0fJqGF5Ywdj9z0CUfcz/yFtRXrUM0VQWCcrbQuUcY+8kE1zRswBJoRA6Qb3ajWlCCAkhRU4gTdejzEWQMhyXQu6QA51Ao3oEZ+kPTkwpJaaM26PeOpWirsqQIWUS7erGoUSmvkK4azeC7buw+M8+atOqOAgRLyuhL6Wm45lYwBkqQhaTKLf60pmQIieejemfHBliZePelhSkzz3H7+3Gko9+FLuvvx7bPv959J/3enSe/Gp0H3k8uo88Hl4TSaqRwAks2Yyw+4lfYs8T90DFEY5/7SdQbfTDm6QI0zEQxgkKZDgvLjJk9+3cZFgpmTY3q3cmDliiaKU8QgEsXHoS5q06OTnVJCxOI9w2xpB9Bk/tMrPoMnsq4/WkPAV4JXScfjI6Tj8ZIzf+DNHgCJb8+RUYvf0hbPvC97BnfieW/6/LUF7YAAD4UsEXMYSGTEyf0AgR8VlCABHxZSiSs/bAjZmHo68DycrAjlVCdy3vUN+DkCKD6NNqQM6Y5R6jSN1yn8REsoYDAFG7srLavmG5VDxoqWkbQywsRooMR4rmHDM2Z9kZ1F6c+wqSto9eW1DqTrxuBu+9wxxrHH0sJp9/FipW6DzrDPh93Rj54W0Itu0BAIze/wz8+d1Y+ZfvR8drjj0o5W4LEE804fd0wevOegC+3MVrNLDgfe/FwiuuwPAv78TO7/wH4iAb9EophYHH78Wj112Jged+heXHX4hjLvgkqo3+g1DquS+tzTswevM9qJ98NISU6Dr7RBz2Dx9F45gV2PhX19jwJW1py8tM5jRCRByiTE4bZ73eoB3KWj+pcyluiCesh4/xQtKXMjJkHkLEEaBsFGOLDNHvqairbmwhs3UQISBtZTNPBpuwlfaR2Z9J4TfIiWPpA4DnV1DuX4DJTc8iGBpAqbcP9ROPx8DPfgLVbCJqjqP/d96MeHIKm373/0L1qJWYf+oydL/9AgjfQ9CUaD71AmS5gdLiBTafT8zenxPfhkfRNkI0Gb1rqEa+E59npvl42nZIo1fZYCqzuA87bvIWORYf70OyklTU8J8M38O5iDgRBhHS/YM4RGXN0SBuViQQjzUhajVr6SNJxSIYb8sk03Ta3XhhUVEKEKFs2o+s7coTFxtxqFTmXO5VxjlETjRv5SfX2mOMU9cUqC1eieVXfBTbv/sfeOZzf4GOw9ahPn85SqUOTA3vwsSW5xC1mjjstHegY/5qlJoAQkAGDjIEQNA2VhlEyCydMd6OsfKVLZMgDz9Cl9zOHFvU2saXUhAONyhpR/3edONT9GnqLlI46MpsDX0zpwhbJsMv0mjOyAi2/9UX0POW81E5ag1iTdYXpRL63/ZajNz9NIYe3IiukytZ29gAACAASURBVA5DyQ9REaHhrVBqiVgThoy3VCwQUzJs6tt6P9bzmslJ6vQ5HieL+Fcxm8fM3E8Jaj1h31MBUmT6KXE/Na/R5almPNQYP85IjEwspCxSRCdbZDrDYxLpWS/OzIJ2cEnmiRZTLKO9ibbY1msz8opCiILGy7u6Xmvmc4qk+9gEst/6nW8hHB2BV6th4fvej8arToLX1QEASXRfAFAK0XgTU9ut59muq7+NrZ++at8LMAdln5JJvgiJq3s/Q8UTk5D12j49z5s6sDNi/BKaX7JcwZK3vx+Hf/hPUF+1BsH4CMY2PgHEMfrXvhprL/skOhccllke35+SFw7kpZQZDYNZSDgygj3fuQE7P/91ROMTiMcn4HV3oev80zLnBsPJ2mMwMPbiHzwLobArB0okN85eaplFAti2HFiZ0wgRZQa3uZyS44kFp09iVmwmyjRb8w8a0qI8Wj/ia/rZuCgi4xEzHTLkbmcl3PVBuRGGqR66rDNwibyWcx8tpmx0+xwvqZ5TTsPgA7/A1M5tePYfP4vamjWorFgBr7sTWz71GXSceyq633AW+t5yNmpLlsLbtRlb/vSfUT9pLcqrVqJ63FqM334fJu5+FI1j1qfLmhMziSNcbpRZt8wmzI1ny889+riYmD8O70RQkla6r/N81zIUDgJgPIeEPZb8wfapjIHlRxiLOLBWMgDIuuZb6LX/WLvEKZGgOXFVGa4QIUOCkCG6v+YhyQjA8BS8Ug1yIrmP9CVk6BlkyB/X24mkjL6b7BeJUsTjfNkxxbgbTlwdHpPF2LLEf/LTbURtHPs544shQy5CFPtAJJXDC9Nt0kqPD9P/y53oP2YDvDU2jo0/pYAoG2/IRKjWyJB0ECIYhCgdQEa5nCHAIDsKQreLKkaKlIJQytzD9DWHU+d6gNJvgG0zg0QkYcDS14r8bSYRdGwR2j3fvhZTzz2HeLKJ5iNPo/n0U6gcvtKglYb7JgVGb38YXncDHacdhyD0oHyBGAIl7V1GebQo4rLJfebFENoTLfa1Bxrxf/z0/CmcPiCD5PeIRW43nnoq/S4IqZJKZdF/RtlTbjvCQRxDZ97gnESOFCF9PO83m8Ban+TMXcpTiVLEEHt4MyNFFB+KPO2kHhe+N3utrs0hysqcVohaHckLoxQM7tIZX2qxcH96ScRViHh2chnyi2HOTbbO+bTUMYMi5CZsNRMjwb9MeVMqf4R5UyLrcsqWmDJLZ4FTByrrDBaWS7iVHQ0s/8DHsP3716C1YxsgJaLJCSgvQvfF52Houz/E6I/vxBHX/CU6UUFYWoPauWdh9Kf3YOqpTRi/637UT1iPgWv+Gx1/dAyE71tFKEdpo/LTu43ZxEQS0b4z8fOQBKba1IxsWVP5VhEikb4tS1QGxGT6Hm6mcb5MUuheTf0qsksBtOxrVl70jO81kopbkqy0YQvKtEyhH0RuuaQIkWIUAvFYE36pDn88+c0rS/gtacpoFCGmEHlTyrwPHtrBCEMgKH1FLESG5EtilFHuOOAonRmFiClCZgyVFOKSSlIjUNuapWO2FMgUbK9lA/rR2CB3e6sYpRUh2XJiT7AlMlO/9K4JV5GE9dDvKUq3pzAdJPlnQoKY3BYKgpQHIv2bQJ66PmaJyyqljK+bFT69OEuhpDD3XXgRtn3+8wCA3V/7N1SPWoP5H3wvlFkG1sqNUIimYpSWLUQkK4hCIBQSoZDG9dsn93u2XNSSnk71AyhfK/eGvpBWjGhcxl62P5BiZILSRmwAUru6qXhojmBj1MzxZIApAKGeZ0k50pea4V6gGCUEZaSEjHhunNkTs4qQYMtg1PkUM0yUUqZeJqGuLuXexMJqS1bmtELUlgMr5b55WPaB/4GJZ57ErltuRLBrF/xF/Ri/51eY9/F3o37SUXC/kl6jhp7LzkY0UULvu98EL6pg+//+J0w++wzqR649eBV5BUk8MQG/3nGwi9GWQ1QqS5ZgwXvfi4nnnkawZSsWfOKDAABVFBe+nRH0ZSPtV5mVOa0QhYl3J2Jm/YlIZKz0QkIoWd06AB8AJ+Q6szA4nOpAz3bJbGZkiI7nJWvNEyq7WSZrOa7ChBQxErlBioxrqr1fhnQ4g7ikcXgC9SPXYsmJa9B8+hmEzSH0v+ct8ObXk3tHEWIhEMUSMQVZiwGvVIYMJMrLliHcshNy1bosiuUkorXHaOmBEBVdBwddo2cohtRwpMG4rVNb6eORhwwRUhKCIYGokvwDHCTODbTHCfym4fSWL1EIW79Y348Ip1SOSJvCvl5Ci4R9jqQlM40MUZJc2dJb6ich0Hz6Gcx/3SXwCPmJk+UwjhDxoIRey3KIbF9OI6NcWGy5zN/uvglUR2lVfHsDNzUHkIMQEZncV1C+Qhy7qJhFx9xttq8pMyaongYxasWprSFTB/oFx7FdIqNJQ3IIQJeDcpvFAsJY6flIkYUSROp3+ML87fE24n3dWQoyS25sRSWTCDZnjnQDBtaPXAd4AkMbNxtytWBLTTEk/MULMPLzX6E1MA6/pwNhJBHAM++8qh9Q0ss2tGTmezECXbGIoC4ix/M+QMmdAxchYqi/IuSPxkF6ICrfSbZKCA1fFZbpvg8lICO9ZGaQ5vQ1RUiRO8/y+ZmHYDCpNZQCGIJvkCJChvQTzTKiPi4Rm/tQEEdazqZ5pi37JnNaIWrLwRMhBGprjkBcM4vgs7pOlstQYdb1uS37X6LxMQQDu1FbedjBLkpbDnXxfKgZEgTXTliL+uMb8fzH/x69l56Oxe983QEqXFv2tyigzSHKkTmtEAUaIcryZZAlVfOLuVUEB1XR+zFX8dk6s0WMsqTqImQo5XbvnBv7WSTD5QwBFkHxphyEiPGnpEkhoPedBJWz9srIQ444AZOEiArk1h0n7aNiBzYjN/CpEKO/vBs9J29IUCBDqtb1cpAistYNh4hIgmQNppfGE95DZs09XR3bvsmRFG+INQ1xfAghCp22BzTZmqw78t7jIAE/7CKKZL2TbmjctGXqXGo6rx4YDlEcpJEhQZaw5k4Qv6w1NAq/sxt+5NnAdrHmCenneQ55GgD8KToem4B3xMeJWZqPDOfOIU8YAivRYKjqVL0ovR+XHDQg416vzDnuPqUikUEOEpQTRiD1e+ggQ4SiTmlkaCo5mThDBhkK2ASBNAKU/JYPuwrnnCKkKCGWW8KvQYZDZWP7EDJFHBEa08L2VwBQwqYiEk6/c++r2DxjxBlL9Ft53nwE27cj2rkHpf5+4+Zvx42EEkD3W1+PiQceR3nlMkSRh9BBiChEQE3D2YQU+V5s0nvQNtLk6tineup7OEixcbgghIS5rlPhqV8SUpR86PXfrG1MExgEmtAnZZDrFK8IGRpZLlLEnQxMSR1ACLDdRylhuEGGO0jjgBBEleYQCc2/ipU04WUk9QvDP0JbXoTMaYWoLYeWRJOTiCcmIMoFCYrasl9FeD5UGM58YltethK1mmgO7kZt/rIXeaPki67CGbyUohjBjj2oHP4in9eWgysK2XXEtsxthShssLVi11W6ICGlEYYiuMEAjYXGPMYyXkNO8DJuaUyHDNE2k4KAcV4k5wM51q3kFnHIkCEnqJsRXm7GhTJNxX5P1Y8OUfsazpTehhJKSkTCs3wDvfUbnagduRbSK0HEWc8fF+GzyJeuF3EyeJvQWnxkPc4Mhyi21p1bLwr+Nt14ty7PSRJe4hCl0LsCa2tW0whDLiWrD1m75NasIpt9mrhDIiDuUBpBNN5ho5OQpTJkK819kiEs7ynjGafbWzntaJIbp+EelQazUkHmKMGneQfC/la0NQgQ5+plApVSXxcQQkCEwqBYPMhnUT0JjUnOTW/NWNJeZkIrAwYNct8wtRftcqTIgQD4ORmkyHja0XP0rYLYcQ+nNtDjjZAFSWWH+V15wNCzj+L5W76NeevPxMKzL4H0fIdrk96qvL6tBFQUYce3voWe174W5XkLgciplrMVUkBIH13nn4bd//ZjLP74OxEpafqC1BOqpwtQKdHYVsVjhvoReWPSvOA73mXEQ2MhD6ZDigx3B+xUuoLfSwmIMEm+a1EWXSa9V4QUwXfamK8usHEBd5UgMzHr5/D3ZX7W/chThl9EqV0I0YsEL2WxtNGkrLQZWG3ZrzLvsjdh4PabEYwMHeyivOxl/PknUV/W5g+9kqXSvQCyVMH41mex9Zbr9+kezU0voLVlCxrHrc/9vbV5K3Z/5d+x6RN/ha1/fjVUECAeG38xxW5LW+akzGmEKK5oLZjQiRIhRcJYyUa48cARIicYGecdmC27NqXt53gUADnI0DSpO2KGDBlLnHEqRIQMR8okeWRxNdzIu9wrg8fx4Ell3d85f8N48xhPFo1eCAnlycSbwaTogLmm0rsAXetPwdBdt6O+4RJTH3crI5tckkxRahPiFoFxGFxPuJhbXSzuCcwaPKy4iXPd+xI6ZqCcZBM2YPtQwSpCxirMiVvFEcSwrnkCVc2pqOpAjbGACpKOIFiMHZFp52Tr+VWE4UCShsP1ulS2LJFZveQms2OgZtLRZM/NVr5gv+gagYzXjkHLWB8zl2iemjseTB9yPBbd5+Z5hhLRydaT+rI+wWMF2xfTWYhCNEm4EI1S6YSwdIFinYk8DunMKM33Uh6gQoXO3mTpanL3FvQff0bKGzODnrnzmxPMsb5iNbrPPAfDP7sF8y6/XD84QY4Gvvt9jN/3ILovOAtebxdGf/Rz+H3d6P/tt0BFgFLCoBKhfkBLBxul5g1CD5H2SI0J/STyHKG5lHaDvMxCYYOzcg6RYO1H4z207y2TEJy4NgzuNPGCeJBLwASaLESK6FUJO6dy4XOEQfg855Xrbazy62WEDseA0i+Z+EaWQ7QXy2BthCgjc1ohasuhKdIvAbINPr7UEk2MwWu88pK6tiUtcTCFRSdfgL5jXr3P96gsW4axB+6392wF2Pm1f4VCjCV/+ofweqqIvRg9bzofstoe2215ecrcVoiceCTJVpit+bvIMs3lEDEeAreg2HG7yO+sBRdwlqaLVB37OrQJQ4YyiBRZQjkIkfHmYZaOQYwUENE6fE4KhNT9CQ3y7H5cTrc1IUPGApcUsRYQvoCSEkLHxeHtOrVzO7qPPTnjCWS4GzGsRY+0GPSMIUWpBLs8jQFL7phnJJk2MMia40LieA6FdecZDCHiqToKeQNuXCd6b+U0MoSqJrGSh0koDWeI0lJwpIjzyqZ2bUPXkSckv7tGpYOOCI4U5QQR4olZuRdU5iWJgr/zzqH6O5wQF7UFXCs9/c5FpC13J+4Y91g03CkH8QAIpaOxorK/AVDa08lyh+he8d6jRBr9cYWBEUnqDtfLzEWKeOwg2qf60bh0vEwJLVr/zr9Aqd6FyEEfkufpfYakJogUlSHZRkPDkJUqRJR4P+361jfh1Wrof987IDwPKlIQUibzgL6hiiXiWJqKRvr9BSIHIaKYWlRnisJuEsDqd6D7QhwAgmKS0RyUeSU0PrLvl/OnnCA/qWttGh6VxCGKHMSGzqS51kGEUsedc+mLysDqjLgRsUlsZGyGFDGukYqF4/2oUs+NeOj4QhF7hya9QuQVpeqHHbOLpbO/hJSLA/e8A/o4Q3bPHPd9mwh2fz7vRSSv3ReJGge2v+ytNPfsQLV/4cEuRlsOspTqXS/q+smNz2HwZzeh+1UbAABTWzajtWMH5r/znRB8ObEtbXkZyxxHiNgHyXjhCESc5zADUgRtZYYdcSbPjOWipC3yVCxCvuxfhBSRle3EWCHvkiJkipdV+QlK5D4nY5UwxMjcwkcuRwjIIkOEGsRlZT2z/LQlFVOsE0InhIBQAkJDDzIQmeStpUYPoqHhLEfLqW8GcWPvzXJFkhM8KRBWEqUog2QQwkHtypfe3V5OXjyEzIik2cmj0c2TJpRWinh/iXhh7TXJM3IQIurLFOiS+jKhQoGwiFArveWeVSIC4jBEMDKAaveCpAKGL6MRqnQJs0gRhEFOLKdG/8K4DcYa3YtM8YYK4yKmhPQadIKQPapXugAiSt6tiGx8KL4tQnXzUDrLmdLxXWg8cO6PEtnkroUVdVrakEw40VDYc5Xlz7kxvzJxbMx907GMCA1Rgb3expHSt6CtYPsMRUtuBAze9jP0nXsBaktXASHQfOJJNI4+BhKemYeSRMdpFAdeAkXSWCKekOU3whynayiWjmJ8GZtkVdel5NSrlDrViEwPJSsOOmi4Qpm6p+c5EQqdNFxZVJ4FdqK5VrD65cUh4sZp3vfC8InI45QntOboGc1ZDv/IBkUycDlmLW0OUUYOXYSorntgrWCbI3EjSm0jjRiFs0ACoppKb6u0neYiPuGzJZjpJKPUMNJ27uMKlsrMhDLd80ghoszqehtzpdSRTPJWjeCUGt0IxmbwMuPLTGybJyYVQ0Hi2+mEfxwNzF8vrh/9FuttxLbTCTkEmCWyGs16xRWklBwUqNNjwSJdaQ3uRLm7H9JLXrKZD+mEWbRnVEl/cHjQ0emEpy+YzfvLOB6YxJ4zz8w85MBs0EKe8dwmFJ2FYmeyss9+ihSGqJvWKGdUqgD74mJ2j2kkE9bChBWYRVkdRbJj3XEYuPUmBIN7AADh8CBKff3Zi0gRoj5MSgw3EPLKqucRqd+1N828QlI0n80u7oW+Zhb9kkRQoFLTrvvQnmw7feHS5/L3Oe3zTAobWpdsL3/tD5nTCJHJ9m3mF7JMkAzKaZUitmYcCSAWiBsRRJRsEYtEKYoSpYgsVrMkTQqNvm1US6yHqJZYeVFVAUogqmbRHuWppIyxADxnoLicpoI5wVjoPiB0Th8RJkqRjDWCxK0ULdMpRS5nCEAGFXKVIhGKRCkKBeJSbDyARCgAKSAJTctRikodPRjf/IwTVZhxe2iNXyCFbqQmL0LCyApsJcqnFyQxg7wWENaS50aVpH2MlxJZdGYC1c8vUIriWoyIzDST+T15f1E9QRTjetJPaD+q2/5i7m+QIn3f6ZQiys1FsYYIHZpGKXKjNE/t3IZq36J0++UpRSr9MTDDoUxt5yhFKukjQqWVogzXgFvBOe+P89Z4lGrlJ/1f+QqIE6WIjzcRCggpMhHP3b4mnSjQ7tZFipKtgICC8pJ4M8q3HIq4pFEYQgDiOFFIfAnEMZQvswpKhk+m0tsoeRaUAoRIlKJYXyfTZTbIm6sUCVKKtCJB8arooy0FIpm0RVxO+kbsJR/xyBNJTi5ChljUcOKYiQiABHpOeBUmnnsaE089iZ5TNyAcGkJ97bqEu0Xxj6T2BoxEUn5XKZKJUsRj4oT6gYQcyVIMKJFSiriHlaJo05EA9NznhXrb0v0osnVwpSgHH3GKlGlT3QhOoxtwN0gigMsgeRZlAEjGXhopdTlFSs/xymdbjz2OdhliJKKk/Pa5DmpGEezNSoZK7h8KKE+ZLQIxrcGVbpSccd2WOa4Q0YeG3CpdJYe7n9MkYz52KnUPAFDav9cNhpf8oTuccW8mqNIZ9AVoj+sKmToe75UhkxV6tFZeDIGYrAlGLIaaZomsIHmmSaJZUlBa+STyZv60ocVTEC2BTMBFvV+ftwzbtl2POAohpGfcuO3ymA1+xtMOkGS+wa67MifBs29V7lKJIVHrumvlRBCpmt1MOssepp9E6f5jlnjoVCewoHkvpGDRNc4SmXsPEVilKGNtskSmADA1sAOVeYuSurofB4G0E0DaprDjJc5BDs0SWf5+6p0UvK9MsEWzr0zgRXsPKgztZ5UbcoU2pOqCFDYZFNZxuzZLSRSOwtRPf6idfgkAiIQNDskDMRYsSeQeNg4BtLYFvaTJvtx5E4Vg8w3V16NyqYwSmFmCLFASXacGk7qjtx+Dv7gVvSdvQDA0CL+rJ9XuKhZ23DlLOCoSdnWKPtyU9JnsVy/OLpExe9WQqWk5UypHmab5Wu+zJXOLbNI97LyfCXHAQ3I4WzNN8FfNxwML8yFiZx6m/sjmtVxHhYLxZqSAdK2UQJyJDcPKPBvZm3MPARFCLAPwDgBnAlgCYBLAIwB+AOCHShn3gkI5dJfM2jJnpdzVB+H5eOjL/yd2PnTLwS7Oy1Imtr+A2vylB7sYbTnERcURdv3sBxi86+eoLVsBpRRUGEC20++05RASIcTXAXwNQAvAXwN4J4CPAPgpgNcDuEMIcdZM95nTCFE8pfkRXIMWMMtphBoptnxByydeSSdyFAqxcRfVS2PakjGWjWYfKhbsTThLOEYhd4mScCwCWtOVMMkyI6kQQVkEwLjdzq4dgCxqEDPL2BWy/DNbkzQzXT9IZV2eM66e6a1rQRVaGJ5AY9kRGHrsXowPbEZUo4JRmUXG9ZoklyCpJdTpNYi3ZbZ67iar3kUlzD5DLIxF56mk/iDEKG2JJ9eQpU8ok0wdN0WlayUKYJUcca1EuoSWNrlFqrcTO7ZjYscLWLFqjUWIaJmOAoAyC5VbtXDCCvA0B0XJc1PFLkKIWELYlDXPjHWDwlBwOSqyIdgm18Ul63odmXGgly3CdCEtUiQgA3r/FjkAAM+0px6fFXK/p3sou7SiUeWiQH+uSZ4hSxuESM83VT+Xf6aEKDRNOZHd8KCkcOqljzEOmE0Eq4vjIiwCUFGILdd9A3EQYPUnPgW/0ZEsd4YBBHHT8hBcg0SJBIExS3/piS2Ocy5mHcfzNa/TjC07Zk2f5qRqFkbATdBKbWPRMkIS0+gZh1KUFIhLAlFZmOLGJm0RlSO9n7tEx6tM1eKhA9zH07ksXEIqTEKqrDnIJfv+zU5eVktmVymlHsk5/giA64UQZQArZrpJGyFqy0siXauPAgBMbNt4kEvy8hKlFJ759lVYdObFkKXKzBe0pS05ouIIW6//NygAy971QfiNDgBAND6GuDUFv6f34BawLW3ZC8lThoQQvUKI9fr3llLq6ZnuM6cRIjTTlptBacqxsTTsT+lFabI8fG0OSqEsJ0lfGxInhPaJKmLyHmgkQDi6NA/2xngtKaWbEApfQQllkpNaa4FxUMwznEqT9VOUZmQa4ZwhsyZPVphrzZCB4biOTysq+zdZTFEV6Fh/AtatPx5PXf3nmGwNotTVm+Z78PVzEm4NufXhCBHpA7zMXrovQCrnHJU6R8g4+WeQxWTredaSN5Y4bU27FSFEyrrIxuwdF26z1hoP9pn0MYHOw4/F1PBue9ypqwkIWmT8cesTMO3Gjcxp+Qh5CBCQIU+ng1WyPm3GDBvgvMjSooDGwcGgHdzyTzZeoCyaYjgvup5kiUs7vt1iiBiO272yx1zhiDGyfdkgizSvVD2ENS9/vDO0sRBYNOhFtq0tkpk+1+VXNffswI67foTmjk0oz1+EJW/7AIRvO9LUjq2oLFwCSJEtpkGC9AHNrVSGN0PzCnF+HOiR3Uz6sf3NLavZV4jL6d/oDx50kTvBKKkcxDDdPwRDldxOHnsCsS8y3CSeCokjQ6lUPbzNWb80NVHO9M+CxtobF1zrcMAMK4YH9pyNvMw4RAAghLgVwKVIdJtfAdglhPi5Uur3ZnP9jAiREGK5EOIWIcRjQohHhRCfdH77uBDiCX38b5zjfyuEuE8IcbbeXyWEUEKIjzvn/JMQ4gOzrWhbDj0RQqDrqBOw++42j2h/Sv+p52B804zGTlvakhKlFHbc9j2Ue/qw9G2/jWVv/x1IP20TR1NNyHr9IJWwLW150dKtlBoB8GYAX1dKnQzgvNlePBuEKATw+0qpB4QQnQDuF0LcBGAhgMsArFdKTQkhFgCAEGKdvu4sAP8K4Od6fyeATwohvqSUmlXMYTmVDvRFHJgk6SNbA6Yw7oQIaWvU9xLzxXO8hsiSKWnNn8Kdm3AvmksU6VKKUEKBWYpsjXja9VgKlkfIBVnPBVYnhHKshYI18PTP0x4jd3oT74V7QEmLnnGPH8PJyvOJZ5yXiFs6Aug7//XY+IWrgGoJ88++ENL3kzpwCwr2mjxRwiJExnI0LvLpclj+ikWDFOcGuYiQUBlkKOVlRu+AJdg16Qio6E7Qx4xLawEa6HqY5Hm+pOplwvO3IKvV3JhUynPQmdSD9NZpb4MEMa5JoaXq3CvjyccQIh4/i7zfkpN0O5mBnS4i5zQBjrVOXpeM52eRIXqusJwSQooIXSqzCrJ7JB5cjIMyE0KUE7SS82+iikBUdaJm5lFrOGdoGqTIcIe4txW1H6XSGd6FwcfuxcS2jYia41h26fuAejkJd8Cu8ao1xM1mdhzGTtFc1NPxsLLJbOme2cKTy70NMJtGZs2YLiuTtiTT9ByVZx6GCYcItoxwERuVPu6My9hL+q1tzwJkiFdLOK90hvnZ7WomMGjRffk93f7CvNb2JR/xyxEhAuALIRYDeBuAT+/txTMiREqpbUqpB/TfowAeA7AUwP8AcKVSakr/tlNf4iHpogrpV7wLwM0A3r+3hWzLoStevYGVH/49DN55C4YfuudgF+dlIXGrCVmeLiJoW9piJRgfxq57for64pU47B2fhCwVe5DJag1xc/IAlq4tbdmv8v8A+DGAp5VS9wohDgPw1Gwv3isOkRBiFYATAdwN4G8BnCmE+AyAJoA/UErdq5R6VAhRB3AHgD9kt7gSwA+FEF+bzfMo6B9xYFLasFHJtdWuOUOeXpsu6f2yRoiEcKwRijWjtxF5kph17OR4oLchfIPQGOsrLDLdpquQRmoMQsRRGWcr05aM4aJwyeHyFApxiRhaIhwPIOF4ebhbE0zOib0zHTKUbHWByh2oLFsO1EsJ/ydGdo0d7FomSlhkKMNbMdt02V3PMhuULm2RCpm8d44MpThEhvqi+yNxYBhphLxqUujQvqzpM46EuT8hREETslpNc4hIJNIIUV7fom3GK0rv83OR/d32i/Q9OO/J8Nc8lS3DXnhZkpj70zfdSWcC2OB1Ms72j6g6PfpiOUQWXSpCZjMJfb2c35hEZYGwKjg9UN8nPb/MFJfLlZilXpEsXk/n4iOwHUMdXgAAIABJREFU5Ow3Y+e9N2Hg13ehtnAZqouXo/eEDfD6e1PncoXIRS25J6+JpWOOp8vuIkSWM8TGH4v7pbRXcCxgvTiJu2fIblTx9LuJnP5cjBClkVq3fnFZmEClbpsUITh5/LFCz2GGxiLHE7QosCS/h/sck9haqcw5M97rZRSYUQjxTgA/UUpdC+BaOq6UehbAW2Z7n1krREKIDgDfAfA/lVIjQggfQC+A1wA4FcA1QojDVCIfz7uHUuo5IcQ9AN41m2cuKCeYolnq8Z3JVdLMR+XTJGo9Wsoauy/rmUooVyGia7SCQktm+pqW/pKGtHQmPdN5aJAL1pmEvak9qAd5v16nV5zsy6FQ95acJFc0WPZGIXLydAFIE6hN2+jQBFKHINCB0gRlKodEv+9DlADJAusVKkSxQM+734dd//UdtB55ENHYGDrXn4T+s163dwoRg5gVWzJDRiGyv9u6avd6RznuFyV4FBGYItc6X2s7Z4rcLQlF6I2FsMH3qN9QO5ouINJbISCpHgUKER2v1StoLVmMedVsTpa+sp97jc3XZ++dl1PLKfK0ChG4EsU+HjZIqLNsyQMzUt3NOND79HGWAn0lH6LifNAo3xNzUDC/O8FCTeqFgjQKxQoRsktlhcvb+l5OGxZ9Z3oafuo5+00hYu7gfDwqAcx7zWuxbsM5CCfHMDm4HRM7NmHsp9dg6eVXwKs3zFJn0NFAvGCBmXvd0BXcOOrz0sm3TGRsNtaS6tG4S/bteEu2kZ6cIhOqwDNLVsat3qf+kmw9fZz0JkpvKZ0l+Ww4Bnbc2e+tpcdORiFiwoOhuvfNnqy3zj3NUtxepMyh8/g4M+9Jb5+bzX1eXktmKwFcK4QoIVmJ+iGAe5Tau1rOSiHSD/kOgG8rpa7XhzcDuF4/8B6R9Ph5SJbGppPPArgOwG0zPXfXZEIIiMtacTHcAwVFA0xbHjTAfD0jVvRMWdVb18tMsi8NISUtPds29ezQ1F/gUHqIyUXMoFQUn0QP0pzoxaaTRsCOKLAXs86b52FhBlhmTTp/Zsx97QVdgfuPCFgvK/op1jCWoqizlFpCR1reFQTZSdve0NYDQGvbNuz42r+i1NeH3osuwu5rr8VUrYYp1QLGxuE1Oma0jhRg3EnMHEZNTVwRVgfD/XEIOjQxk0UqZQwJhT2yCcAiQ74XZULNkDVGiKJBHkwE9GQbQdrEjPokY8kRGsn6iwxtGxdxiej4nl07oVpTiMIg1Q5AgpDsjAKzn7FcyY6IUKiQc05R1vK31/KckvQODFXDHbOMDwcWU8hsQ3tcCWB3K8h4Wcowf9+Nnk4R1HO9uhzJepllo0Dzd8DjLEHktBd7bhQK7A4KElVxVIUbGQVlT25cXKbsfhXx/FVQi1dh8IXn0XzgXvSecrpRiJqjw9i2ZwDlKd23zMdapf6m++4IQ+vVSZ3AZ40llFF8aOuJ9JaiUUdaGw7hITawVXpLhpjUvxOY67lerBmvMt0GjK/mvqMoBnZHQbFSMwuEKCN0XJ8bOwiqTVuiT50tYhrY92KS7xIS+zLQcoQQPQC+AuBYJC342wCeAPCfAFYBeB7A25RSg3SNUupKAFdqnvN5+pp/FkI8BuBHAH6slNox07Nn42UmAHwVwGNKqb9zfvovAOfqc44EUAawe6b7KaUeB/AbABfPdO7+lpHJA8u7mBEC3c8ipg7sA2e7bKj0OkZ5yRJsvfpqCOmh8+RTsev6a/DsZ/8crT27ocKZMxpSQt0DJbVSMPNJ+1HCjtnNiPFUE7Ly4vuyCZh5gGSvYsbtBwkaB/h5nQd2CaLV+eKu7zvpdOy562eInbEXT00VRqlWs0jCuz9FerPVEPaPhAfYue5A98+MqIPwb3ZyNYAfKaXWATgeCW/5jwHcrJRagwQB+uPcKik1qpT6rlLqw0qpEwH8FYD5AL45mwfPBiE6HcB7AfxaCPErfexTSMJkf00I8QiScNnv3wt46jMAHpzpJBOvh1lNZGsAMMGDKOo05SOLysl+EOolM6EgRKIUcS4RxSqic6daSbOErWQ/Dhwsk3g3ZI5QjIowjaRQZugkSrJKzAHHqwtAJt9VymzR9TFZjDNeS+ldY4xNpxTRLdwEpgAgPWc5Q//W0vUxyVv1vgaGZJhY7yIUDsJFSA09L/mjvHQRVKsFr6cLANDauQNb/uWfEI2Oou/8C7Hx7z4LAKgefjg6N7wGjRNPgPDy6xFVnaUXHndItz1N3CY5sFTW+1AjilJf48kYHiKU/aSzUV8g7pmrFBlkiCw7XXGKZxVqFDH0pPFAEyztdRRQP6W+pftPS0KEAmFHnOE5cHQiipuQXT0IOp1OoC8JSwph2TnOLWWDxiTjy1WKzHsrQIjcXGoZ7hD3dPJZH6Nxo5yKcC+kPETK/ef8ZpaHKAo7vWr9ukQpqV/QcFCeWS9DiQxCVMQh4mhM0CkyiBNJUBcIhMhFrIqcEnOX0x1xlaLpkSFY5FTHMKqsOQyVxUuw644fou/iS5L7NYcgahWDymeWn31n/PkKELHZNx6cfEnefbZBTtMV4lwiz48RBRLSiy2C4kTpTvZV6nio+7Ib9T2DDPG25++oA5lxZws5w37eNRwhYsmOg4Zt430yGFhMuUOdFiSE6ELiof4BANAe6S0hxGUAztGnfQPArQD+qOAe65EgSTRLPKeUumA2z59RIVJK3YHC4Yj3zOYhSqnnkcBftP8QZoNOsUnOLYZBsmkBmZZTwvRHyigqDk+GhBNpSakiRUi1HEWILcdI+tga92KaJPRgjWz4eCJJZycOujlTiJxs6CBFpMBYyh1EBeQIO4nTR9F+rGwQNV3GgJZy9LkmgauAlCLJLp9ZStHnssEpSz4WvOc92P7Vr8Lv74OoVFFZvhx9F14IWaqguvZIbP3HqxGODGPX//fvGLjxRvS+8SI0H38K3ZddAL+7S98o/ZGldlQmJQr7EtHkWopNoE5Omi75EcrKR8VLvvZlfV5JRvBkutFjNpmTQhSQIqSjBbYiD0KHCCgxAkszSL7gLa0QhVrZjqY801fBlmFJVKwwdP33MXLnnej/wDsQ15N7K6dvx55EFFnNxdyD+iIt0QUCSr/TDEGYf0iZQpRCBjPpUtg98ngRzK/efhDoXrr+sYIJQUGPLOBZ8ITGInSUIzZGZvxoCNghWaQQ5RFuWb/nzw2rejjzD27OtUXvILfsXJkqUITc3+mcee98G7ZcfTVUZwnlxYux+7rr0P+utxo01rqyK9v2pOj4iZFnnTPS61F5ChEPP1GoGHlxZqnaVcoAmDkrlOkKphQi86EoeOnOpaEPBJ7z3goUotkoHUXKjUms7SNDi3hRCOoMfKdcmZva02FIaDdfF0IcD+B+AJ8EsFAptQ0AlFLbKMwPF+2wtR7Ao0gzya7PO5/LAV7UacsrVWpHHIHGSSdAVqvoOOlETD71FGQl0RqqK1Zg9d9flSwDxTHqJ63H0A9/ita27dh59ZcRTzYPcunnhozefBsmHkwi1Mtq2+2+LS9evEYHFn/owwi278Ce62/A/A+9H/Xjj535wra0Zd9kng7aTP8+xH73AZwE4It6yWscBctjBfIapdQpSqn3K6Wu0P9+e7YXz+nUHQai99P7Qgi7isZhYlo2iWgpzUEtGHIQk+cP7WsLXQVpPTEnvpixHjyNFJG7Py2VqEg4rvIx4MXWkOOQMpWdlslaEoKWrMK0RTVdKPhMEdnSlWDWp/FqiISzbGcRBCAHKQoB4SWk3MySCnsuPY9q3n/Rxdh05ZUYuumnmPf2yxPvL7pGKvRc+Drs/PLXgThCuG0HvP4exCNj2PRn/y+qR6xA9chVaJx+IsrzkrxLFv0jKCq9FGmCLfoRfJbKxV0aq8QhKiVNxtdIUdUL4WuLNy6wpOh4y9NLrTr+QAMtlPSSW1Xfj86dCBMIYzIo621yzVSphDBMk7NN+o9IYPLRpzFy821Y+OkPY+sf/i1kTwmirh0GpDJ19qSErwLzEky6iijdt2NPmqUGi9QwpNKMLX1cXysjZfpF1sssPcbSTHsOVbBd1m+UXl1yE8NmEs8WICqi5KBFs7S8pzOYi+6Rl7y2ECEqFSAQIqceeel1nG1uWfn7KggGCmkDvypPQS7vw7zffXey7ysoxBkERyj7bg3C7SXxMyxCpLdmbnZDVzC0k6GtPK2SgF3WVroT01xO7mRxlcF2br0L5smMOPWLvBhh2Vmy5sIpAdNIESqZWu5n6NWMyb7d5xbVS86ys+eU8QDJbqXUKdP8vhnAZqXU3Xr/OiQK0Q4hxGKNDi1GEug5T+4SQhytlPrNvhRuTitEbXl5iddoYPmf/AnCiWGUFy7O/F5euRy9b70Ywz+5FQAQDY0CUYTS4gVoPvQEgs07MHzjbeh7++vQ+dpTD3DpD65M3PcIui480yq3tTZC1Ja2tOXlJUqp7UKITUKItUqpJwD8FhInrN8gCep8pd7eUHCLbyBRirYjST4hktuq9bN5/pxWiAwflVmOCTcgjQrYIF50rbZACDGSKkPCjQu4KLYAyUYpmHgxXIynKbn/a+QhjoWJbyRiH1JFmUSfGWTKEJmlg8zoB8XWkknuSQXILVa6/Ny6NOEAqG1A2UqsdUsIkYMMAQkyJCOkOURg13KrlqoAAb/UgDevjthYMsKUyevtROcFZ6Fy7JFQzVHIzga2ffrvEQ2PYP6H34hg03aM3vEwhm+4Fa1nt6DvA2+EkNJxu9dlzUHgCBGq+FmuUCX20SgleVqqDkIkZzDZyC041FuJZGmv7IUoy3T4B5LRMFFkxoJkuXCklWwnS2U0w2Q4Ur8hHlwUS4Sbt6D7jHVQA9uS+/ZKVOoJSUbK2KSmqQuFDmGXGInoHQRE+NZkbs9D7KfZnDx4ZYbjRvyHQBiuHCGHGQv4xYiLUEmNWnBkiEpWgKDEcpZjJO+5jhShPblIThFCpLeRrxGIaThN/L5Zork9nnXJTyNDRQRiJe39eSobQroVQ5eUsgElzfjyY0gVZ4IsWoTI5RDlvwRzlCNIzv3MnEqOFrXpPVIVQYtA7jtNP9giqbHwEEeR5dtx4emN6LAorF6mHG56H4v6E1pWcI/ZyN7ygRye1RyUjwP4thCiDOBZAFcgmQ2uEUL8DoAXAFxecO3XoJ3AsA+hX+e0QtSWV6aUly6CKCecueWf/yPs/MK12PXP30VpYR+i4XFUj16N1padGPnhHeh+w1kHubQvvTSf2Ypwzwiq61Zi7JcJEizrlYNcqrbsL1FxDCHlzCe2pS2vAFFK/QpA3rLab83i8heUUv+9r8+e0woRR4gMKd93PM/IBZO7CpMmblAQYb0UTGhTldpy7yhXheYGB18Dp98JifA8a+n7cQwfFiEiPkdsAtSxYH2xrbtBaAoCxLn7RUHcTJlpn8rx/7P33vGaFFX+8Lequ59w49wwOTIzzMA4DENSohIVEFFYBET9rWBg14RhdfWn7/u6wQ2usrrKYthVDOgKiBHRldUVAxkEBskTYHK4E254UnfV+0fXqaqu7r73ucPM3OvlOZ/PvfV0qNjp1Le+5xzLs6xGrxyEjdvOzqDaRe3LmZ1nzaCsoiEYM78DB43gyQ4GfZ2Y9d5L4Xt1bP7s99H3xrNRPn4lwm0DeP79n0XpyMNQWLQwOSguomg55TTcIYUUeREKUYTIQobitDEmQkTiqbJtVKiN1/Xv+Jy4rN1h7HxknxcjRW1+fN6+eknziyJ1M5P12uCTT6Pv1GXo6o4QFuMbv6OHISjH4YgDLrRFXCckGtwgRJV6XGaVEaEmTkIGjdKlZvgOUuQGsxUe1/csuQ0glwdZ94KUEo2Nm+HP6I3J4O7M1DHDt7lM0pOx0zn9vLl5k2XYiJFwjuXKaJPrnGcqxfHhMs0JdGAswRUCYe2PBoew6QN/i8Li+Zj5wavA223bcQdlscpmTKbuc+m8E1yUh8TmnBHPh/g65JJEF2WV4Yam8biEZzt1tZ433UZHUkGPmxAag0J5dL9g4ylZ94/ehYLBkx58GabG0R1nU2HGfTWW41y6NsLmmBKsmdPY0Tq23yhPFsQ4JeQJxti3AfwYVrx2y6H0qDKpFaKWtAQAvO4OBIUQ8z5xJQCgvqeKrZ++EeVjjoA/q3+CW3fwRUYRWDFWaMqLZmDa6SvBCj4mM+ZNIhsNbPzoJyGGhtF9wdmYduErJ7pJk0qY74N3tiPctgu7b/4Z+t5y0UQ3qSUvFpn8r4/9kTJiRch+0Ug0aXY/qRUiol+4Ls45YPyd0EUlBIMmNOTLRG8DkhAnQkYo/IBGkZwZsg2xaCsI3Tq7WkSOlYQ9owoFRyi9NIeIkKmSskSi+GGM60CGOj6QRmqcMrJmFSmkS+2m2Ynlel/XQWOrxpwcs5nZkRkL6ccWPNK5e/L4HAosMduhFQ9SowLUT0Lv1H61XasG+lrWntmCxqYd6HnjheClNuOHiPKSOx9tacg1l2aoqng/QZwWgxBFEWCYxVZfoTC8ID7GG4MQHbKiI3SpwCONFpW9eFbb7is0R11IF33iTGqrNhMWQyIarmPffc+i/6yXQOzei1JfG5Z++DUADG/I48L4O1J5h+txf6oKISKno9rZaMiNJ2CH3+ByQeg+DopxnyKPa96bUJwkl39Hebf+4xcghobj8XroUUx7/dnmRUyIg0huw9oUnoQIRfrlnYq3YcaMtjOtQxONHOX65uV1UCduIzk5yKjU7y0OT4aJdwQv+Zj5oauw5W//HUP/ew86T1+N0rIF+bwcu80OIuNKFsqjs/Jk+33tky3JIdI+tyQzPC5VXACOAsJ00GynbMqfaNsL+BjvD8pE4lqz6bA7gsGXEXxYPrxy8qaDOqeXO1O3a4ZjXY24OQ5f89uO/POmpnIzbpFSXvlC8rcWrlvyJyflo5Zi+nsux97v3zHRTTloUt22Dw+89Wu459LrUZw9DV2r5uPhN30Bm75x50Q3rWmJhkdQf24zgvmzAc9D+ynHTnSTJqUUFs1B/1tjZGjnl74HGeVEo21JSw6kyAn4O0jCGPs4Y6x3lONnMsbGDBc2qREilzdD2puUBi0y0e7VMe7khdmvXb5rZEgdJBTGsbRKIC16QqrK0BUoSyBCsXSgQ7M+LeHpYKlJoXASaqavkKKIeaBJB4XOsPlFVH5qOw8ZEoksKXf8kMx49SW0hTwfE/VEz4oYhJdEiHRE8xwOEVl/eXWzj/FkPRrgIKslj9AdFSHcQunAgfIxR2HP936JrX97PbyuLrSfcjzaVrwkUT9FmBeRRLWajAxPiEkk62iTAUYQIyqRjRDlzLwryts0oTDE+SELtqIXaj9EBdWxNj8e4O5CRe03QYcp1bN1LrDt9kfQe+wCLH33GRDwcP+VX42PtRcSyBAQW8oRSlVpBBhmkUGGGmlkCIjRSZdH4qIQkesPSaWFQqit1SKy2CRSsFXGyENPxm14fgt6/uxM9Fx8CoAwVV4eUMMAcM7BAjNrz0MHXMQjC+EZEzHSJ+a/ufMsqbL4Mm51ATwECDPRAv/MVag+8gSG7lqDaNMmFA+f49SXrJczqdEce58tIo93ZYm+lyjYKlm+OnkFmObK0X3XHjFUeU2fy53j9pjYSFOi66OgPVljOlpZ4xE3/E4kOAoiRIk1UuOp31HqDUp5stAzt43utt0nG53KyjNq+3P7NSV5Qc3IowB+zBirAngQsbfrEoDDAawGcAfiwPKjyosKIeKjW2secBH1LCXoINZXGOXNdzDqCw5tfaiY8WSeh5kf/Ut0v+6V8Lq7MPLgmgNe3XAjO8jloZDK1n1oP6xfLykGXTEJ2ytN6jlMQooLZ6PthBXgXe2oPLF+opszqYUxhpnXvB4LP38NiovTPrpa0pIDLlMIIZJS/lBKeQqAv0ActsMDsA/AtwC8VEr5finljrHKmdRvV82bIU4IKTTSQotIIXaszDLj+bBYKSJkSAcLdBAjqk+jTVxqlEOvoxPHh6AqzXlxZml1D9JjcWyz1MSQEAw1O1Ner/1SqI12oFAO1wM3xaRyrc0SSpF00yRXioQ3DDLkBtQVtOZOQTSZhAikvhYikBop0twkh2chWRLG43UkvI7H/VLbdN0qjjJJVjUVT19rr9iO8vJl8Dt6sPUz/45o5174PdNM/cQhqqYVU82BEQxtKGBYKLQnSCJEtlJEcci05VYtTumeIB8uBT9CQJ6x1Wy5pILEEu+oqxBbgvlqZm4jRPU9I9h59zosffupcX4B9J+8BPse34LuI2bCV+gT5RVguk284aOKAHUnQDHdN8Rb454JeOtaCWnrR+3tmumxilOOUiHuT6juT0KMbFjEX9SDeR+5TO9m6qI3O8NnTCqeStq6yJ1xMyvPaOVl7x+1GZmShYLklUvXtSw52lk9E7nRnJ0F3QCERn8851nVvnmY1G3Is+qi/W4MvtH6Q0iRG6/PY0Lfy5R2hhyhV8m9jlme3sU40B0bPc3KG2Vwd5oVGxkiaZccNV4z9SI5ru6YaITH6ks+Epas377noiauT1aZiWP7gTJNRZFSPg3g6f3NP6kRIm3yHSW3eWTM7ukDzpxtfdxKbeeCiWNqKcej5SlyikjLSA2mQ1noNpHjQpUHdZ5KmUP2lU4KZ5vM8TmX2sSUKyIrSqrisgroqbZlUehUFtRvCn6oUlqto6Utrehpp4vMjKM293fOISUykDqVOlChTB6jtinX+uRiPyqrpZiitfrl1Mur6gXsphUOrgjRlDKVFvpmojB/DmpPr40LofGtqI6OePEf/QYgR2KFoT4SKxIjlVjxGa5RSI1AKxl7RmJT6D3DcTo0GKM19cH43IZKa0NFfXzvYDLPrqHY3H77cBx2ZMtwHLB2Tz0+zpnUL+B137oPs85YhrYZcR6fCyy4/ASc/ov3o/dli7UiRFKpBxhRy3eNlCKUDE9jUpHaJ52XqiY708qq5WKCfpcKyk2BcgdAilK5WFdpvN1WqqOtVE+cS9sdyn2Am7Zbx91jnW3V5HZZbZdqOqXfnZSXylNpF+UtpVN3X7vqj7vdpvrbVmgkfgNAe4HOSaZdpWqirI5i3fxWaVktE5aDRiJvZ0HVX6ihQ/3uKlYTx7qVst0ZJLenFSs6pd+UlxyTdqiUtnvUeb2lCnrpd3EkUa7Zr8pX+7tU/V1BTZfbRW1WaYdTr31c/w5qmXm7nbbbada+rJT6P61Y0f2hPlP5VJ8ee5W3zUrpd9k5RhOhciGZ2nmo3I5iMnXvG/s43Vvm/kiWP6ZIxBOeQ/03yYXJF+Qe8+AJY0yufue1AJCMFwRAehn7cpAiO9aS8QKbPMfdr+k+diRvOtdRKjTa4kaCBvSHZKZfwLaonub22DGBAHBCiAJDqtTcD4pzRh8t7Z+IGmYV7O7L8bzK60ynxO8hxcSNHq6VHV9ihh9gRzVMKVzQiphjvVRTikydFBpTH41jVHSnUOn2pq6fNdaVJ5/Cru/cjLkf/TBQbiKIFS33FSPM5AXsKsQv+aJSQEuFhlZQasqDtOblVJVH6RqRzlR1qkzmCXDyXK5SQozo5dbufOAKXoRK3cMT1/8W2+/ZgBP+9WIUelXMNnXjhNoaJTk4w/WCVoim1duxHbUMhUghGhohEtr3jOaLkW8hK4YaYBQl+/7Unr5VSl61SbI4L5qb5Mzs87haANAvS9jFK7nHdRmj4PF5CNBo9bri8mRGQ4bc8uncflnCgNWXLOTG3eciUaQMM8sq0edJBXks68hEv5wHTaOOqn67Djrmq1lhR6MT+/wh7bHd7YON7Lj15CFF9jVxkRoqw80b7gdS5LaHQ6JXlLHHG8m9L3R95KE+AyFyr59bj13fWG0aDRFykSh3+77z/hFyFLiouGC+nP3X78st/2DJhnf/1QNjxDKbUPmTWDLLfL71x16dm6EAAUbpYTxDacpJPUJDiIRtKWC6Pq2c0cdDJvLoJR6qL7KCfzj6ilk2UlAs8+AppSggk3ztzJHMneljRYoSLLN+9SJ2tgk50YFbLcRN/9ZLZslUUBsZAM7ipTJS6BxEivlGMdB5YPsd4/qCecp1ll9xIGb3UWZIX1trrDsWLse+GTMx8uCj6Dz+uJxCjAi6XoIBnocwUstfFtGRXi6NmqMAqdSrUYPUy8gah5CC/SolKVSKA5G5tZKlltDaCzWMrNmAbb9fjxOvvxSFrpIxHFBCHydy2Eik7pF6QZOno4Zy8aCWBN1Awpp87JklOgO3w4wJbKQonUbqt0dIUZAkiTNnuYNZS4KujPYB7xAMdV4bUwEZj3IznnNdGQ+R113yKQsP7V591I9hnqJA157y+lyk9rn9ynLt0Gw/7KVcICbu++olEahjJfjwgpFUmaQg2R/4yD2WozBk9YVrJS07r1GMmudsmmtj+tkZcsCvpJfokCzfVYyEZKnrlqfcZN17efd/njIVt8UZiyaX3Wx5AY/BpBXGWK+UcmB/80/qJbOWtGQ80rZ8Oarr1k10M/ZbhjfuQc/KWSh0tQK3tqQlLTnIIifg7+DLPYyxmxlj5zM2fnbgpEaIIsVn1U4YmdlOWYwlJ+up/anfzYh1vg4VQmRj7TBRoQKE2DjLOnExTHNxAKOZa6K2CpQpFKFX+kITW2lZQ2i+Ea0xOZ3xDCfEhWRch2qECHBaFhPWuYS+6CUzVT8tnXkS8CRYlYHXWOJcTarWSIlarqElsxqhQkzzttzwLCRZ11Fzn9xrrZCi8vwl2PvrO1F9/BmIkWG0rzgKzEvOGg1/yt5m+loQ8hb53JCIKfgumazTtXSugXZvIEzjJJHP1ZoqXb6648TO4wLVKoPwC5rInQeH0/IUkbwbDU+jWFJySMHBaNlSw5A0duatZMjUzE7M+Joz4/oVMlYPOaJAmfMrnzkNnxxOJhGixo494OUCgq5yPvl3lDdlScZuBNxXW00hbeRQMHCWjWwhNCtylnby2mHXtT+MAs8xxad+F2UBg1GUup4lv5FTL1b5AAAgAElEQVRaYnGvPS0zavIzF7q9nrtkNsaSD/F1RjuHyP+2KwgXNeoO27G34eWiI+Rqwj624WdPYWjDbrTP7ULnYX2YduQMMMZQVe41bCQlrx956EjeEmKW2Egb1VeMAoywQup+NAhRsl576WwspCYPCbOlpsaArmczLgnyls5exLIMwNkArgLwecbYdwHcIKV8qpnMLYSoJVNGinPmom3Zcgz84nZsu/m/MPz4gTfFP5giGhGYN7UeyU3X344/XvEZyGjcgadbMgXlob+/A09/8wHsfHATfnP1LRh4dOtEN6klU0hkLL+QUr4BwNsA/DmAexljv2aMnTRW/kmNEAlCiCwyNWChNVmSgxTZ22Mp0e5x3jB1ak4SoSIWzyjRVouIzaCs1GhCrkNMKPTFJzRBaf0FpucPEZnxk5M8F5UoJMmy8UlJPhPTjVbHBfFn1Om+mcFoUrW2JqP+SNN2zsAi0w/iAel+aIRIdbOWPM+rwXCxchCiTMRoLO4XY5h5/iXYeuu3EQ0No33eEnPdHD1DB6sV6o9QINX2sOEZiMRBhnRed5JHAJ20UCTtrkFxirQnUU8dJr5XhO2/eQYzzlutrdsihzOhncmpmWpNWZQ1ar4hTwcROI80qduEbXBRIENy1rNN432URinRL4161bhGXQi5FEG6fACY8b7LIa/7Pp75xE2Y//E3J/vsEK+zpB0BRiCMSwIdgiTuO7kOKChrtyxzeArbEjqOJrU4bW6GY+TOxBmTCbQvq38lUcAgE7o9dD1rBR8FRVzMcohot52uPecijUTlIG10H9E1GykUtIVTnow0jLUlEI+J67yxHpWxi3spFI0I93XVT86k7lfXitk47K2nIhyqYe/z+1BYvgBDDabRkVrD1/0ei1tDqBmFraF6XcQskdfh8lBenwuUhI8RBLkIUR6ZO5I8ZYI/lmsJe0wI7aT7QrtTIKOejGFwr/2BcFY5FYQx1gfgTQDeDGAbgPcA+BFi54w3AzhstPyTWiFqSUv2R6qbN6L/zHPhtXdMdFOalm3fuwtgDH2nr8gNev2nKLxUQP9bzkW4ffdEN6UlEywijDC0dgc6l83Eph/8AUFHCSPPDaB9Ud9EN+1FKVORVA3gLgDfBPA6KeVGa//9jLEvjpV5UitELofIRobyJrHmBCd1fwMp0/xUcEbLp5EboFQ65unS4eCAMV2+Jxm8OrMCtNK5xBOKt6m/MQWFJ8rToTuocYQM0WzCk2nnXyAkSM1ayOU8XXVtDWKs5lL+htz6o/hcFlm+i1R/fGVRrPlUdN3Iz1PN1GEjNHHbHBmFQ+QihkknnByzLrgMm2/6Kvy2LrQtXJJcGCY0QCNUMeKl3Rk01JhwaSFESc6Qtt5zNRdhxggu8kUm85RVzfBC7kGGEbbfeg+WfuZKVEVBowA0o9/1o7ux/YafY/ktfxPnVfs1byhi4Moq0Q8YfETwvKT5tBvgM+ux0KiKHuBk9zQXTQJQzi4JGdLIpfsMcQm09yFY3IuGfoayuURZSFEDPhosjBE7AKJBln5qjAjRKyhOUUFxmTxzccgyMyJnnGSBp18AyUFhTBo+nnNKSigPNwiRG86Dxr5NFDAspeGkkRVjw0egrPTIjYEbXJUQIu2yQJq6x+IMuY41a/UAlWKM/JAfG1cIGdIoZMNLhSvxUcQeGOSb7rmiQuts9wpCMgw/vQXFmdPQCDoQSh8D963HA09tw6rrrwKmxf646gohqodeyvlm6h5W7Yh8g9QAxrlkYixyODx1RaT0vQjt0kdFBKn7Mo8PFAlzTTRi6hzL46BJyUzA5TDpWoU5CFEW9zUvoO4k9aJzKOXjUsqb7B2MsddLKW+WUv7zWJmnFmGhJS0B0LbgMMy++M3YfPPXUd+9a6KbM6ZEe4fAfA/F2dmxCbd/7ef5H+SWtORPRPbc9TS6j10EAOg7YwWW//2l6D99BdZffweqGyf/czrlRLJD/3fw5SMZ+z7abOZJjRCJ2PFvmjNkm/C5KUmSOhEjDDlIkCspb9f1tH8e4XjR1kiRZ52n2sQl4FXNuS5vJtLRIcwsW+j4FM5sRYXmIM6QTnm+1wrNc+LJWYy0nCqRNRRzUBfXWziLGJjHYt9FlN3xAM40p0h1oar2O7wdu9zxWJnZ1oZ2W231vmveMgy/5BgMPnQv+s48zwytDhGiZp+ejNtDGS0v4jr4qBtYV/fDaWQk9f5U++kyckL+FLLBAFHsRDRUxfCWYQT93YmZfWNb7FKj47SjtRdqE2pGIYyB0M48PT9GiAhpEClug8orWYrvIyVPnZNou30r0uSVQqwESYSI+qfpa1xmILFpZMaViHPUGwWNCDHl3JM8xdPzIQrx/kZRcbMKUdoDt7YWVNeTkCK6rlbbNbjBsmfpGs3Ss3ipUT+NLikhRCiSAUIhDeKoTms0OEJltddQCBehLVSS64dM2n7HnPHTTlxda1Oytgs8hKpNtSC+pwjVIbGRIQCI6h4koXOqfw0WoC6ktmiMgiQqKaznQ9RD7PzVHzHvvRdg+73PQYYRSgtnoP9Ni7DlP+/Akx/6FrpPX4Wey88BD3xEDQ9Rw0Uq1XUjBIW4itoSL07tcCd5ITTo+lEYHC/yUEGAER6lOEgphMh5lmIOEfXZsYDLCakRhtyEDwppiYAgPxuKRRqttPa5aCTn6WfoxSCMsfMAnA9gLmPs36xDXQCajmI6qRWilrTkhUj3Ucdj0/e/GStEk1h4IUDnqauw9Ys/xvyPvylxbOj+OGJ85yuOmYimteQQiQxD7Pjizei75BUoLpg50c05oCJqDTz5F9ch3DWIDf94C0oL+sGKAaprt4F5HKWF09F+9GIM/PhuDN79BGZ/+Ar4c+ZMdLOnttigwtSQzQDuB3AhgAes/YMA3t9sIZNbIcqx4hnVc7WbJvgl6lAOUpSKf6Y4Dzy0/RCphPz05CBF9j5PAF7FbNMEJOVxXqNazCBR1GYXGSJLFsvzcL4kZ8okGoXi0FMm6cRfg8UdAtRYcMUDcmLMuXHQ/Fqyv9SZBLpEnKUMRMjdTnGIXN9JTlrun4toeBByaBisI44LRqhSAu0RZsaoywyti+Nys5x7jDmIkWRW86lcshrS1zjJKWoMDKHjxJcgDD09q6xv2oWdN9wOFvgoLD8cUT15w9ihNHwdSoOjwCJttSQV2S3LYk1YVjKZovvpwncZY1Ijslmy37Bnt85MN20J6iBGDQ7p+WAV411dh5vR1oMKHVChX4Q6TxY4ZNG5uejebiTvcW09aFOoHKQr1WZ63qzwPtoSk84JnXrBwUJP1ysqFTz3N38HWavpMeh5/QVoDAcIA0JBFFLkxDuEZCYWos2HA8xN5uynZsmAo6HQl0ghUoQEkbUe8VoitV+GHNDxG9VDVOJA6BkeWYZHcwAIB4YRDVbRdfrR6LvkFSjMjknUUkqE2wdQ37gTlQ07UF4xhMqadXjug9eh5w2vRseZp4JxDkZIkQ40TYgQWVKqfikr1zAjfFKWVSBguFkeF6ixABVm+Heux2pdpFOmlCwXIaL6I0L4LJ9m+l1L/XMRIv0+k4kUzEKN9KObjU6+WERK+TCAhxljN0opm0aEXJncCtEBFulZSzRTUMK6p0mlh0KEn+EgcxIJ4xylWfMw8txatK84avz5I2bCkxxkifYOYuQPa9F5yiqgEK8VV9Y8CwCY97kPgzF2wCd0nAv9Aj8kIhhwKF/YkuFQmtKM936RUYTy4UsRVSvg5SK6X3MO/N7u5vMLaGOIQyGsznUA6fFI0N+Nw7/z8bgMuzzGUJjVi8KsXpSPOQK9rzsNe379GHZ84bvY/Z3bUHnoSfS+9fUIOrO5dQdawogf0i8iL0YmHNBEyBTSnRhjN0kpLwXwEEuuvTMAUkq5qplyJrVCFKkIBpKizhNPx7f26bhjKvVyUot3krRKykCEaFt97L16uh4TtDJOCSniMnkeEL+Ts97LLghin69nd9qfDfWDUAhjIQZYs7F6/gOmZ27EQ7BnKKRH0bq80zgTy0wiCiREGCNBwjd91VZnRO9wJuh6hsqSv5OdH2M7Iw8NbcpyLQL6j3kFNv30JswOBbqOOFrfDwbZY/AFA9dRZlX/IwkZyHh2nUIykv3M4quZ9quZG90fCuGguEzU9pkfege2/9vXseeOh9B9buw/rPOsE9F51omQgikUILvjUrJE3DHBGKoKqnStXWwFqFhogHOBUlHFSCOrF+UcMvKSs1rNdeDWc0A+rVwrMxdZ4TK+zwSDQx2yUCUqQ50QMgAs5q2FSWRID4H7nOv3gLKplMwgKMQJc1JdlvVecJEh3VT9wLFEvUzGfWa2nzDNVaIHgoEJpsvw2jsw86qrIH1prDoFwcfZaIsbw1EKqx8pzpeDitB5DYCgBVe9IUPAiIIDE29Io0PcXL9QXRcH7aQy9VBYPq90W9z3i3ontZ2wGjM/Ng07Pvct1Dduwdb/77OYdtEF6HjZcWCKZyUFoSHJsdFWWtL0KuW52R0T8grtxc95I/RSvop0Gx3uUF5fsoQ4fhT4Omp4ECEDL0bGwz8heS5/TX9zLJg5h180HoRoipndX6PSC15IIZNbIWpTJD0Nk5uXEC1Nucs1uYpR/G41v5FBnnZSz1K6KEQH9MMSb9I7hu5hveTCTN3jFgF49OGkpTn90CVNdskxHvOySKvpcgGYEBTW0oF+IesI6OpcGk8aKw5IX0JEUr+QaBypjaQI5So3LEOpcM/JkLx3G9dLA8n9jAHTFq5E8JoOPP+zGzH09OPofsmxKE2fA68z9lEko/ha+rTkSQF2I2uZIqAK3H6Q8shS+/OWZbViRNcPHFJKDP76PoRbd6G4dClGHlmPaHAYbccuBy8EyFsqltYLWjt5a/iowuSRzkuctoPAIIlEIi0Ukw71GirsSajMmkP1tYwaXF97/eF2XuL6pU7LSHVull/d/uQolDyKryELzT3mLosKJ7AwKfR2n1NuEtwPgdN2+11hCkucYpoe0jtJpj+2rpsGFrch897Qik5yMNxAu4n9rgLUpDAJreDo94na1PG0SREiEnudJfNTvdK8Ryy7/Lgsen9aH+m8IL16KTDiKC1ZjFkfehcGbrwV1aeewcCNN2PgxpvRff7ZKC1bimDhLPBiEdCBtWmSQZV4ufWkTfnpfSohPAYBBqnGJOcW0GKTr/Vz5pxDJGeunXXG+30vMsuSZHZPCjRPPkOktOnlNotS4ZKrhb3U/yISKeUW9XMngIqUUjDGlgE4AsDtzZYzqRWilrTkhcrw5rV49pYvAADqg3tQ2fY8GoO70bH4SHQtPwqFGbMg582bsPZJIbDrpu+hvmkTZv0/78LwvY9g8H9+j2jXHnSdfxp63zC5CeEtacnBkGDmdMy85mrUNjyPod/di6Hf3Y29P70De396R+K8wpIF6L3i1SguXTBBLf0TlqmFEJHcCeA0xlgPgP9BTLS+DMAbm8k8qRUiUSJsWWnGhJaEBi3SSx+uGbdLtGVmnzYTrzupiwxpx4NSI1FSTTtpCUkjQy5CxS1o1VoCG02oDzy0lqF0PmcWRCnNrDwgz0RYiwV1A2YGKwOpoVxGM2wNySfhadFgMUIUSD2D0aEzqi5S4rTVmuS6y02ppo4GQ1M1zrXnDkIkRIjnfvYtk09EaJ+zGG2zFqC6Zzv2rXkIlW3Pgy87Avykc+F3dCXcCwi6/kSIDBwiLUvO6BJtz+mfRq9EfC/t/v4P0di8DbPe/ZeobdmEfT+7E+VVR6KxZTu6XvnyGM2jMtwlHmupgGbYIThC6cE1madtvxh3Kg7dobrjBAnt8ONz6p5ykqcQoxoRUT1PL81q1wSEGLn3oDZtN0tFqck7leEgbixkYIyBh8aNgUZd6Ro4gYU1QiWzlpmc8ctZXkgsd7suFqgaByVExNJLKY4xAXwk74eMezyFnrnLX1Y7WOpYMk/ukohk2mkrIUWEiugsDjLEpFWP1TYmrTxEDtbr/RaalQtm0fjxRHuUd1oUFyxAad4C9F92CUTUQH3TFtQ2rMfIH9agvuF5eNO6sP1fv4GZH3wrCocpyzQGyCwPpIlak/ccZBxWJ5JeyjGiu+xGTj/Nfpk6R5vzOwgRCWPGCSc5o4xUcG/X6aJxcKmQooinzO01euQG/X7xCZNSjjDG3grg81LKTzHGHmo284sTX2vJi0J2P3k/Sr2zcPS7rsWSS64B8wMMrLkbA2vuxuAza7Dgwitx+Ds+hvLshVj/7evQ2LfnkLZv4Oe3o7p+AzqOOQa7br4VO754A/ouvxiVB9eg/+1XwOvuPKTtaUlLJrOwIEBx0QJ0nXUaZn3wLzHjw3+B+obNCObMwI7rvoVoaHiim/inJXIC/g6+MBXE9Y0AblP7mgZ+JjVChLKarquZubCcstHM0J7RAxaxl9ACi0Nkk6SBDPJ0BjIEJM3EtbNFbcpO5TtcCg4QP5I4ELmcIkI47ACymiORPJVpVID6R8Qdabgs+mSrPFiTd+JtEhrkSRMc1iXpJakGmhslhTTIkEOodegOqfYw+1izExoLdXGRodS2Om/PMw+j74gTwRtAV99CzD7+PGx94OcIhwfRPnsReANgnofpq07F9r3DWH/jdVh02V+i0N2bcCvgmmcbpEj103Hsl+kElIaVJsJ79mHf73+Hvgsvwo7v3YT+174Oveefh6H7H0Rh0UIEHX1ATd1j7rWhoomHZBHpJfMghKcbQKgFd6wPGZPWTFSdo7Z9NZDFYuxRkwJvEoJUb/ioUdgECqmhCaHqWW0kZ6xxuJY0whD3Q7cqmYQMjCt0iIinLvLrJe9XWHydBAnVkjwvA7ak0Cxn21xfphPmQkSO40T7Hk4U5u638upnmt4zNio0FprkfoAcpNZugkaKWAYylFcf3egWKgdAG2tosnUWEseSP5gTHicTUbSMJQCgNHcBZr737dj6qS8gmDMTO6//L0y/5iowj4O5BP0xkGgpGSQYhGRgxCtyUH1NwM7hCwGA71EAXJHcZmmEiIRcZNR1cFeFxBJqpi15DVJE6BXxj6RLrH/xyjWIPVN/X0r5GGNsMYBfNZu5hRC1ZEqKiEIMb1uPzrnL9L7pK09F26zDEI4MwWvrRH3fgDl2wpnoP/bl2HDT9ZAiyipyv0RKCVFPRhaXUYQdN9+EjuOOQ/uRK1CYMROiVkNt40bs+81v0Xf5nx2w+lvSkqkswfR+9F5xEcKdA4gGR7D72z80lnotyRWyfD7UfwdbpJR3SikvpLhlUsq1Usr3Npt/UiNEhbYYMqFZqDYD9nnKmRWhOZqp7yJHDYPAMIcrRIiRCUGhZjwWAkHl6wm/M/szzrOgU6rbC+O66DnVJstItkPPViyzZm1B5cyOtHWLFTIkhUq4kwba1sgQ5TUIkXYE585QaaLFJBgXkAVhwjbkIEGjbudNZEaZ4OQjQ8nrBQDh8BA8v4AiL0GGEmAAh4dlr3oHRnZuxM6n78HT/3Ut2qbPQ+dZrwPvmoXpK0/Dzgd+jfqmzSjNnm/uB5VG2jll3Mio4Mw+VVpZtxY7vvNfCAcG9JS+79JL0Ni6DdV169G+ahXC3QOYdeWVYNxDx3HHY/iRh9H4352YfeXbUOjoBerWDJX4OWRRRahIzbo2dJE9DkQGMWLkN8ZB/JiFoLicBUp9dfOVVOwVQo6qXGhOBAXH1CEeyDpJm7ar+iIT3DjPai41mVdvUenLBPIKIG0Wr59HG3VxbiYat7wXM2WNmIVKJPvhtjXxjOUgtIkKrK9CAkl10dzMk6w2yvQ+2nY/PJkfIgc21udkIUNUh4voyWSXdDXaEaY63x6XvOdb863MeKeuQQpFi5P2o49G7Ym1aGzbjsam7dh1/bfR/9bLwYLAsgB1B0UltqsFxpSLiyTaqVPdP6cMJg0S5CBEAU9uJ5rgtKmoAvzWw+zPMlk6R4zrQMV6hUIkEdkXqyjLsr8CsAiWfiOlPLOZ/C2EqCVTUxggRJSJ9rT1z8P8U/8Myy96HwY3PoWBpx5AVK9ix4O/AgNQnr7/YQOklNh5y/fQc/65WPQv/4zpb7oCALDrpluw787fgAUBdt8WL20zz0N9xw7svuO/UXtuA/rOfzVKC1rWMi1pyXil5+LXQIxUUF55JMAYtn32PxANj0x0sya3SHbo/w6+3AzgIQAfB/Ah668pmdQIUWdbPDOt1gMAQMNXflEaHgTNRLVLe0KGaC06TrhGUpieYqQQE5VqDo8TroIJy+GaO2Hjyf2aYxRJjQ6wKEaftNNGmkTzRJYk0pDTxlzujWApyxfX14/mDqUyG0smTYdxp30ZfIR8i5g4icrJejVCIIxFmOZv1ZJ5M8VBy7KQoXgHUGjvRrGzD3s3P4XuBUdm+AoCmO/BK7VjaONT2HTfb9AxbykWXXw14HlgMG2k6+QGovUUQiOlRHXDOgw9sQa1Tc9DVqroOvJYsAZDee5iBNNnoLFjOwCgtnYtSkuWoPrss9j1gx9g6JFHIBsNdB73UnQfeyIQ2TNHBxmi+1HfsC6hxRrDHG5IpMpuMM84ngtGdzcu1D0eKpgmEiwVosBXyKKn0lBZqBENQnBovlsqKK47ebeeP8kUWuo6q3PymiGznnFCP8aoT9drIRKpe9ZBVGhz4Pbbse+u38Pv6UVhzmx0rFqF8ktWZNcjWYLPpK0TpZnpM+c5Z0jWa/ePOfsQJNFdbWHoIB52+enOq+MabcpA1eg3lzFaSdVprptznkDq/bg/Yt4fdP+bMhkPMP3KN2PLtZ/HjKvfguEHH8HWT34efX9+GUpLDjNjREg+cdLssXE+2tJBNIX2AWd3DJDKl5gtKTqZa6mWAdvR9SwoK0+ukN4sn0q+cqZKPsKiMOmrqCk5BEtYEyChlPL6/c08qRWilrTkhciMI0/F1kd+ia75R2Tg7UChowdHXfV36C1x9FQbYJ6nldX6vgFs/e1P4JU70HfKWfA7upCH99e3bsbG//gCCrNmo751C2ZcfJleJgh6ejH7rVdDhFUEff1Y99G/Rn3rNpSWLMXe3/4GPWeeg713/w7957/mYA1DSw6SiGoVe++8E3M/8AGIkRHUNm3Erh/9CO0bN6LnVa+Mj//qfxENDaHr5acB8yfO39WLQYLp/ei/4lJs/9IN6Hnt+SgtPQw7v/JNtL/0WEy78FVgQTDRTWzJwZcfM8beCeD7AHSQQCnlQH4WI5NaIaL110JZWbsEcXOrdR9h4Hj5JJ86lFK4AcU1YhYvxyMPp443azuYK2AjRCzl48Zwh9S2TOaV0sofSfBIGmTGmdihmCzL5hCluRPZ9TLYCr+a9ag92iO1g+DYPo20HxJCW3Jme1KwGG3JsDrRLlmoP0QxipLHmQCkGms9nuRyysS5TEkzyJBdZu/SY7H10V9ixxN3YfpLTomP8eQ5ksdIEQtMYbsfvx+bf3Ur+o97Bep7duHp6/4GpVnz0f+KVyKqVdGx/CXgxRLE7t3YcttNCAf3AgAOe9sHwRiPy66aNvmlnvia1iU6Vh8H5gfoXHU0duwbRNcxJ2DP7+6EX2zXqGbKQsbhBbizz1Et9Wg2XU+GarAxIR2SQCFFepueEzVVJm5DPfISQTEBY02j/R2pbfJlFHoepJ/0sp7y20NoLj2zHmK+m0AKmUlZ77koJbNPUrui5PPnSiL0i8sd0veW2s8A7hfhtbcD9QZKCxaitHAh2o9ahU3/ei2i3btReeYZlA47DMH06djyhevQefbZkCecAF4uJ8YBTKYs0lwUUD9Luh3Sgn7VPnpWPctdPszzkvCVk2d95Yxjwpea3keou4z9/TheyVPWbsmXU7Zk8Z8y/B4Blr8xXa9BjNpXrETw7j5s/+a3wTyO7nPPQfXJp7H5k59F32UXo7RiSVyP5nNaSBGLETzt4ZzQOLIoVgfID1GkLgr3hClHtVl/Y9R25FjajYYQlRykiEVe6jyyRCspHiOF3SGfRs3IoSA5T4D8uUrtZTIJYHEzmSe1QnSgRRQFeG0ckOILFMkzPtoHUZjMgMKnkDAhzRJlM+dzjiVnX4ln/vsraIzsxezjzwN9AcLqMMKRQdQre8HFMDZuWAuICGF1GCNbn8PSS9+LYv8sSAZ0rzoBG757PTZ+9z8BAH53D0qz5qKycQN6X/pyFHr7wbwAbIxIm/XtWzD0hwcAAIP3342+cy/Atpu/jY6VR+/fgLRkQoVxjo7VqzF4//3ou/BCAIDf2Yk57343Rv74R3QcfwLKi+P3cNfLToS4525s+fKXMefd7wbzJjCo5xSXwuxZmPOh96Gy5o/Y/dOfI5g1E92vOgs7v/VdtJ+wGj0XnT/RTWzJQRIp5WEvJP+kVogMUz+eEpT8mORT9ANUGjH8GZGHXkopQCV50tX+SzjQYBBFYWLgUEoxuSg+muOfiEXGQozEtQYhiyQdY8lj4GFsHcNkrBhxmZzt0cyG1qpDy2LMnfW5AWkzqRQMCc+x5M075UPJmcFJaTnSJsIMjRvFNrORIpmsn36H5SSqZAKAUtmq6HpaqXEDs+YhRUzIMZEhezZfnDYDh7/2Gqz9+X9i6Kcb4JfbMbJtA8J6BUF7F/y2TrQdsRKlvplgng8vKGPu6ZcgaOuCVH3rmH84Vrz/XyCYhKhVEA7uQ2PPLsw84VUoT59r2jFitcNpk/SAAGW0LV6OkbVPYtYlb8TA//4CbctXoP+VFyT6pLlLGg5IcoXIIlDP1D1rlu6MiZYMpCiXOeRwiggxCtW90Qi9lFUNPaOEguqYacobb9ULNAfQ9ZGkeQ/6JlNoU6S8otvXXD8XSX6QBoaIf2RxiAxSQucgsZ8kcQ86NC5nU293n3gqnv/cpzHtjDPgdcaONIPePnSfeloCVfE6OlGYNRviwYcgQwHGPIMQCwtCobGhh5SQKjps+V0yHMEkTMYcr90pLlETcwrNibHrd1E4L96QDpdtVOQhZ8aWQviaEO1x3+UwMQbOPLSvOArl5ej8SSoAACAASURBVEdg1023YOT+hzDnw+/D5n+6Fu3HrUZh4ez4VG1NG78vpGVhKJ2LzYj7KQnBpOfQeI4mdI4Qd6HK1zHNyPt0Vn/I6hOEEMX7Ay95NodBiOgbWQ7ij1bNH8cnfQoiRIyxNgAfALBASvkOxtjhAJZLKX/STP5JbWXmOSaLJQUh9pZG0FOOvz5dajmtoxR/QUvF+MYISvG5ngpYiWIEqUKBiKK6KdUHPGqL07ANmWlUMstAlAq1HK0fmowlLqNwxbv0eyvKTrn1HRJaaXIGxX1x2O8+eiadpb9U8FpnP2swHYWd21GtrVS71KcOC/PiiErxD1GicVXjrFLalgrejQpSj58o5KTquFkeG1sRIsXWpPH+oK0DS1/7l+g74qXoWrQCSy64Givf/kkcccVHsOTid2HGCWdj+srT0LfyJPQsWY2gvSs2+7WuC/M8FBo+/PZOdHbORdeyVejqiJWhoBKf51upslSHb6VeqQ2FchcAYMdPf4ju407EzLMuBONcuXZQ3XLuBzIM0Aq6E3qFhayp0DDxwBrFiAwTGjW1FFY3S9KAcRRHkw2C5QM/QkEpTfRMFvwosV30k8c7y1W0leMbs6TSQIUR8ZTTSEYBZynQMDnADIQJPpxSep3+aUXC9DX9vCXH030+7GuRJvIn06C7Bx1HH4u9d96ZcnxqtuP6Kk8/jd7zzofnFZLnRda1zElB19wKhZJa9kql6tnRYXlUhb6I/+i3nXp0rspLS8mB0O46pD43Z9nNbUeGODpc6uOcUMDGEP28NMzzoPd5AfouvQS1Dc9BVKooLlmE+qYtifdYXIblFiK0niuYa6AdTpISFRlTd6JqRDpgKxkgqNR5hhqhp3+7zxc9d3Wig6i2Fj3zrNFyWkHtKyuwYFq50tygTV35GoA6gJPV9kYAf99s5kmtEAH5ShGA8StFwH4rRcB+KEUwShEpOAdTKbJ/j1cpAjB+pcjqz3iVIgDjVori30hKk0oR9wvoWX4cepcfj2LvjJgf4M4AnWth/6bx8h3lJ3BS33of2UrR0Ian8ORnPoo9j90HAJh59uvQf+zpcdnWNdhfpQjA+JUiYL+VIgDjVooAjF8psia841aKrL6OVykCmleKpp10KgYfvB9SiFGVotK8+dh7568RDQ9rJcm+n8etFCUqQCKVIkL1qfUYeWANRv7wJKp/fAL7fvF77P729zHwjR+i8shTkIQ8NKsUAWmlyD94SlHuvqyyHKUosc8L0H78sRi6536IoWF4nR2q7KSCA5jnarxKUfx7fEqR/Xu8ShGAF6YUKZR/qjlmBLBESvkpAA0AkFJWMOpdmJQx8TXG2HwA3wAwC/Gr4ctSys8xxj4B4O0AdqhT/6+U8qcqz78AOAPAB6WUv2aMLQKwDsB7pZSfV+d8AcD9Usob8uomGJ4cxJFjuIIXoU1d/JEw/mqOeHHqBtPTjuO4p53GEbQqKGgsmQMH6ianwLEq5b71IaIXnUWeBgxBmXvWfoJeOYv/LDN8AOChaofvQPoh9JVxwwyknKBZ4pLBufuBJyJhBrpED5zWPUiBozz0Uvaknr2RUumGltDwMRENG7RME6ccNmRML5hkG92gml7N6nGOEpS7dMad35aQAzh3WZFJq5Fq+S7LYact9rKmIW/HFY+sewYA0HXYSsw84RyU5s4HqtABZEUAs5TqXlx9vZz1G7qQnvW8e4jHcKypjmBAjUjO8a68JTRSSmj5y+dCw/jusrYmZDtaigDTChO95GuOA7pQn0t94SpcgjRBhqmvdD86yzU0NIylFZq0s0gktu11sbSDRJU4TlUlgML0mfBKZdQ2bkRp/kKkROXtPP5lkHfdhZHHHkPX8S81BG1p9UNPrqh/Tv32/ZlcgYSs1zFy3yOoPvEMKo8+Bb+3G17fNCBsQAqBYGYvCnOmQwqJ3d+5DfxHZZRXLUV55RKUljntpvqEuZ7GbJ8GJ34RmGWn5LVoSrKQISC+VnkKU96ym3U96Z1K41qcPx+VJ55EtHcfvK5uc09YZTLJjEJkN5Haod/t6rpZS2bm/lQphf8gmkRG+JKUew2V2ApTfJ76YSlA+pvofBuzyNovMqkzxspQV5YxtgSWtdlY0syCY4hYsXmQMdYJ4AHG2C/UsX+VUn7aPpkxdoT6+XIANwD4tdreDuAaxtiXpJTJWAYtackUli0P/QLbHroDALDw3P8D7vlNgzkt+dOQ0sLDUHv+uWyFyJLGzh0oLz38gNdfffxp7LrhJhTmzUb5uBWYdvE58Gf0ADBWUUTRkhLoOvck7PvvezDwzduw72d3YeGXP3bA2zSZRIyMgJdKiPYOwuvqmujmTA6ZmrrTJwD8DMB8xtiNAE4BcGWzmcdUiKSUWwBsUb8HGWOPA5g7Shaao0okoaodAH6H2CzuK800znVmldivDhFSZNrLzDmOkKZNzun0R0mNApE7JSE2CjESIUstVdC2cJY2RGi2aeYZFoFQWDC9YzbqLsVFReigrs0q/ExkQPo5y3LSOS4CWMtGarbnuCTQ7RGIZ1KCmVk0DSQtU7mIEZlRE/zcYBra1kuJhIjpa5HcD7AkStSMZNw+WaiAHdYlwZ7Vyx1JZIiuXwo1sCfIMl622LPpCWx54HYAwGGvugrccx45a4lFXx8agzy0jlDJBE5hcyGM6bAbEDYhNLOnJQMKHKxTgvFVLerDKqQp3/eSg+wiRPa2r1Cl9kI8HzJobpzW1Wy3oVBdEUlwFoHz0CAVRPqn+5SuY5Tsg+RmmZE5YyFdpI3EmbADSC2Hp/artDh/Pqob1uU8sPFJ9Z074Hd1we/p0YR9qtZFfvW2XnpLru9Kq5HRwC7s/NKN6HvHG1B+yTJDqpaAFMIgUVzGTkQfW4u9P78L1SfWo+u8k9Hz2lfod6OnUDwhktcR1jXXaDFBxbSZg9AyZu0kxMRFfWiT0Bd7HB1kSLpuN0QyL6RBZGhXY9cueJ0dEI0GeEcZo0rGfZDsmNMHFYQ4PiKTbdQhnfKfQ+09Qd3/ghEhO84TqtSj8BySIVI3RigcpCgjRMiLSaSU/80YewDAiYiv4DVSyp3N5h+XlZla+joGwD2INa93M8b+D4D7EaNIu1WE2TYAv0XaZfY/AbidMfbV8dTbkpb8qYkI63js1k+hPrQbALDsovehfcaCFjI0RcXv6UX4yB9GPSca3Avm+6ht3oTinNHmlOOTcNcAmO9BDFcw8sAa+H2dKCyej3DrLmz+yGdQPupwtB13JGTYwOAv7wcAdL/qRMx41+vBS8UD1o7JLI1tO4AZ01FcMC8ZW+3FLFMQIWKM/Y+U8iwAt2XsG1OaVogYYx0AvgfgfVLKfYyx6wH8HeJh/TsAnwFwFQBIKd+TVYaUch1j7F4AVzRTZ4+K/eArVZx4CvY6qad+d6q0omaXFTUTrypoo+H5aCi4I0SSO6T5JTRDV4Q2aRPrNKqSnImagLA0Q6dtaA5Kl+8jLKc5PYS+RIpELIlk7FtIRs5N60QSiCdqLiJEbgRCc47VXeNZn1sTONcBZHJiBykl+uCDSWaeJ42YaOgiUYZBxlQqAKmJ02r2o64FcbAISGEU/kMax5kaKUpxhZI8Eps3ZNCdZBshgWmBB4/4UJTXXsZ3HUtSEY4rBC0c2LNxLWb2TQOfMR0LTr8cxd7pcR7btYKV2nykvHPynHMKbmagvdyPkTon2HBecMv4HDWbJR6CGhwKJqnvaTUb5VzAJ7Nftc8LydxYlemY33MmEID4RvEN6StCblXNiOsqbXDlQkMw9ILBF55GiCIdxFLVQxfBQbkQMjAKfqtDhiSHQpOWMzhEemyc5yL18LD4mfC3b0XHwoXoKwQZyEKc9C5bhupRR6H6i9vhL1iI3rPPjR152hw3hyTtct4Mx0gawOKIFZj+xstQffpZSCkR3rULzA/gDQ1hxdVvBm8LUHt2I7gHLPyLy1FYOh+uRwdPoUq+n0Ti9PWUzCCHKnOf9BNIjgkZ4qB1iYIc1C7voywzfrtEdPdBt2E2Hd5DYN9v7kL/0DC8IED55Jehq2B5rLba0cv9OCSKjfQCBmXNcydilaORIf1uUgei5HW1xQ2qrJ8ptfzgR2pbmvPINJ++hZwny2hGphLdiDFWAtAGoJ8x1gMz0l0Amg5O2ZRCxBgLECtDN0opbwUAKeU26/hXADRl5w/gHwDcAuDOsU7c7cVseYIBCxkKER2jfSOIb/ZhZapUYfF2jfmoq+6GmvCWZCxqmF+t45iYZtx8FF0LEMcKyChI5jcLgB3VRor0rBUi9WAJK9V5x6EQpTxsu5Zr9EFwyhC+tUzjLF3pj6/+OMcVbo8aaW4jkQydlzktj2krtropT6ixp7hg5H+ILLTscaBjfjVZT0ohSu23FKLQgdvV+A0MNpJttxQid5lNK0R0jjUOjZF92LLmV9j+WHx7Lz73bRjyp2FwOC5fW9bReJLiZ1sXBsljrmLkXhNBHp3Vvu2NhuV/i9o4mkJEHBN68aptSunbom4gD0KTOHWq8rrLeaQYeUzo55esYihPRZpn1E5p4rIdDV1OpJ/d5LJeSiGKGDhZYzmKj1lSTk5iEgqR820fTSEaevgh7L7vHsx6+9XY3mjkKkQsCBCecRa8agPrv/LvGGjrRPcJJzqk/+YUIulJy8WHBFYuB45epoYgQu2JZ+F1d2B4/uzYemz1UniBQOxTvW4+4KQQkbKqqO06bpfuArMML8xsaZu0yspTiKRdULMKEUsoK3Z57nPo+m6KDSLifbt+8H3UNmxAY89udJ9wDORJx6ISWtfIfg94DNvCRr5CpEnUSLQj3lB5SGlJPXejKES0dKzyeupj46s0UDeoZylO9Ju+e2TcMB6FaIrJ1QDeh1j5eQBmpPcBuK7ZQpqxMmMA/hPA41LKa639sxW/CAAuArCmmQqllE8wxv4I4AIA945+bvLuqQvzlaIbQQeXJLN8Lxl+IItL5CnrMu5o5sTuj6L4BgwbRjGiGZNwzZ3VtrufhUZJijwg5EhbJzkcIqE+ajzD0sGV1HOWxSFyLbcchEPrDcIoY8aqTGV1P8YeA2css43EVXCDPBpzfjov/ZEXDppFY8K06b2t6KiPbNV5+DNm+EA83l6DxjbZT0gJryHB1XFtnWKVkacI6T6o9oiogR1rH9DK0MIz3ojuRXGgzzwHm+QewVaI9LtaJtOkQzwjHEYBYaEqy7WE0W4IrFk0iaNBRsT5srgngMUr8Uxw10jdOKHDXdDIEClZXr4FWnch1n5HeHyxyeljGHGUJUdZNnTd+hml51HNJuj5pLYj9FLBjVPKxSjeF92PYTqvKWLvPXdh2jmvhD8tJuumJivO/cj9Avpe+Wrs/NGt6D7uZWCMpfLkbSe5foRqJivgnofy8mXadUGqydZuCsbrK+5QISAOESm4cdmxWXjScSaTElxKoyDYYTBgngsGZhE23Q6l26TPc5Uo4ZRPpzovNikZICTCPXsxdN8DmPc3H8Pmf74WpZXLwXw1brp6Ut6smt1Xm/s+CZ37RUIPjQ4krMdC7c/ysO8lzyF00OXw1ckNiv5eGQXIdfj4YlWIpJSfA/A5xth7yJJ9f6QZhOgUAG8G8ChjjBbJ/y+ANzDGViO+HdYj1tCalU8CeGgc57ekJZNaRFjHH274CErTZmDJuW9H0NGNcm/TSG1L/oTF6+hAdf06dKxuPgRLefFSwPMw8vQTaDviyIPYuhev1J5dj+LSxeDlEsqrVmD4rvtQeP2rJ7pZLTmIIqX8PGPsZACLYOk3UspvNJO/GSuz3yIT6MNPm2wjpJTrAay0th9GE04hadbbcILb2UIz0wLBjCyJFIUWM59mniSuVh2SM6wMZ3RmRkqIEE+kNGuhbRYyjRqFXCIsSLP8QxYyNIsgFISseZiZ1eZByim/OcI610WKXIjXKZNLc0w4y3nMWdoRHsC5QntygSzqnyqfkCGrLOmEBtHLh0U1G7Ks2qjNnoOu0AzUd5EiOs3y9+SR4706LZnRoDDwRgaqltE3occg2T+JCH+44SMAgIVnvwlt/SaqeQoZUuI6zmQRzLV0ESFnecP1fQVYbmwEy0QP3DLjZRqZOEb+t7TFDM24aSwiulZMI080m414conFQPjqubAGVOTcONOKCilS1mj1yENbxNHB6vrZbCgkw0WKGgrNpWdOcGnxOJL15CJFFizjInm5S2YAeEcbhu67D30Xvy6ZR6M5lMdAT4wx9Jz8Cuz53Z1oW35kLrpJ4k78JSyU2mm/vuekc31HRYaSTjQjuq5Z0Jjax6UEh7DuSwdd1c2T+lk1ZSQ7lN1tZyAdxEh3TDfRGsSIob5lIwqHzYYoR+h61cux+RPXovuSV4H55nvC7F9cxn/CKZ9EI0PJpTsAFm+SHs7ks+Rae0r7/qTnzbGkDB3HYNoajUmEPHuVY1x88SkIJjHGvglgCYA/wGK3IvalOKaMqZS0pCUtyRYRhZAiQm3fLgDA8ovfn1CGWjL1RVSrGHl0DWa9653jztux6hjUtm5GbeuWsU9uybgl3LYTrFDA1r//PFihAF4qItq7b6Kb1ZKDK8cDOEVK+U4p5XvU33ubzTypg7sSMjSa902abbpcIiJwkp+ighelmflOqt2lK5II1d8Qnvau26Bjjst1odLIQo6IlC2kj6gQpV3wJ/gAY0gOemAjG7ncIXe/M5y2p+aULxxteaeO+zFC5CXdP8Xn5Ky9pyzXPJkiCGuv14SWOd61mWDpmWeKUxRvEnGa0JeYI6SONRyuixdzIcwYGeQoTV5menvfxqfw7G1fxJyTXoPpx56Bo991rd3c3Jk+EcNdb+V2yBaXLKrROwcZSjA6iIMVxWXpwK9uQGEL4tAevgml0lPQZEO0VQ2hQpKBEceEgld6SU6DiwhIydLeq3P8jE1TnKK68NAVeqiwmn429fOnosVTkGd6Du17Q1oz6uRBJPpl7TH7XQ5RRlOllNh39+9RXLwIhYVz0kQYTTK2ipfWc+/56H7pKdj7uzsx45LLVJkOKkLi8lgsio1GnH0nT454vkghQ0UddiV+UPQ4ay6haYDmh0EohIiQDXVc3zc2okL8Hqcx40AptI8ibVGlDmTwZ0TEIaoj2HNLvJARVXZDjIzA6yobP01W9Yz+8XQjXc5Qwpu2Pim7Pylk0TObpu4kmhtpzlDyeTRBfPP73jRCZN2HU0zWII6qsV+zjBZCdBCl0HFoHXJHh9iliBu64mDLeCICHGgJaxVIpR3uWb8Gz972RQBA75EvO3CVHOL+peLCHWSpj7L0fVCk7eDdoMMPPYznP/L/Yt///gZdp58W7xTjv4DdLz0ZQ489gnBocNx5D/UHrR4e2uvnKtDjle5Xn4rOs08EKxXByyVASrBiIT/DBL5fWnLApB/AHxljP2eM/Yj+ms08qRGivBcot9RwT62lEmfBePCM9xe8tKl+nriIke0fgvhH5UI8g6qrOEwN7c03iRyR345CRx1e5MGXDc1voICAwg3WSF6wI2l8IGmkJIkWZFqZRbFS5Pof0uiO+wF0uSqIfQQlynVPceu1vzk5LxQ52jvIbZPmrdAsyd7PbBpGKiVzdbKAI3RECKZnfSbuksrrsdhqSrsdcFAEIbDt8d/i+Xt/iO6FR2HJOVei3DMLC896E6YtXQ3GuYGFrKzu3cY1IqROjZLIEI8UR4lZ6IqDhLmewbUFC4NxC0FIocu30KihOuAxSD9GxrSVUsr8UF0DmsEys9vkoWIVhyhniiUlQ+BHiWdauF6unRuoza+jhALaWENzA+vko0VtU7BL/cyqvHUmIWo+0Bbp58w1305abAG8ZpBbc78nx4aGqPbsenSefCJ6X3NBvMN5Tu1z7ZScO9N20NaBjpVHY/ev7sD0Cy5KoRCjvrWYaus4p7VRgxvLWkUS1K4VlFknvddSQUctpSiKOCLJE96sAQspkvkPhEaZPJE+N+O8uI3ZoxFu24locATBrD54nW26P6XDF2DgW7ej67xTUN+wGYVFcw2nh8ZZ862oEqk5PboNmhekduRxjGBdCzc2nfuutbO6ntM1JSyZ2bwTZeJZTB5LNSlfpiZC9IkXknlSK0T0MI42UyCI3gSZFIltIgVySP1A0cvTDYxH/on00lmkQghIZswc1V3UqQigtKxWU54EQ18pO9bLvS3k6GBVa5ktGQ1ZE7P1shszy2hkxt8wL+v4ZOfBFrAiM6uxcR0y5ilEMB9sO/RI4hxr+UsyJJckXCUNyTyp+gUD0/6AkgoK3DLtPBnLhHFj44QQMrMcR2Vby0OuMuUxRAWGyFm25CEQVkfwyA//CVE99oe1d8OjYFKi1NmPUme/6oMhjOplKZahG+q2q3vQUVKFn/YBJZzU/Uja/bcJvCyyhp7y6Be/URb1PUo+jLh7wWgz+4UNGGVbk7d1eAwzMQDiZ8h1hRE44SHcJTTOJIqRj7biILjyL+ZOWijPdH8IALDXiz15DvsFVBRxmJazpaMIaeeDFdVWuq/qzFy/jOdNNBqorduAzhNfBmYtHefOuWgywyyF1ZL+c16N5/79M2hfegTajjwyMSZmOSUtZik6e1kvl1QuGBrV+KaKAnKfoNIoqQjp/aHRujwK4RIxCMkhyNWB677AHTtY96nn3nOmbWbDabelEAAAuEQ0XMFz13wWwbwZiAb2AR5HMHs6gtnTEe7ag+KyReg69+XY/LHPofdNr036RkqMkYT2P+WOl+c0RK9dWyfSTzdUh0vAbgb1cscvtfxs1edOmsYuPV3PFBIp5a9fSP5JrRC1pCUTKYPb1yKsDaOtfz7K02Zh9jHnTHSTWjLB0hgYwPYbvo7CzJnofOmBWS712tox8/VXYOt/fRPz3/MB+F3dB6TcF4PwthLaT1oFMVzBrI9eBQCob9qJcMsO+DN70Xn2ydj7w1+idORitK0+IuFvqCVTRxhjg8hW8RgAKaVsKqLvpFaIjPM3ltgGzCyBECKhZhqRs4QWWB483aUw16kczTZtZIjKcj2CErpEpO2qykPokpRM19MTMMAbQY3OCZPnZhG0hbOsllpmcwmbkUGVaDYS5YQmSDktDpkJUtsMUsTi2WlqRpyzrZd4YJWpXQ+oY84MS4u1VOgiQzo4bo4HZ0NoZClyo+2RWgTA4KbnsWf9GiBsYP4JFwIS6Jm3Ei9902eS5Ym0t2tNIrXJ1+5E0FlitJEh3Q61XCcsFwfxj2RRKUeDwkLow6RLBL18QW3Tw8s02ilcaN5LbJp6adIrYRkCOLNXTZ5VKZGufUOq1o7nqL+OYYQh7UqUIg/1KECbH/PxeJREilxUqdQec3H2+iXs80sAzPNF5xIKUtcoiao/InNypsPE2Ia70fAwtnzhOnSfehqmnXp67OIgx1AhU7zkeTbC17ZoKbpPOAlbv/0NzLnyHWA6xlgSKSKRHgwD1H12cgKJMuuVoR1Z1gidVmMQJI1EhIWccsfVAoS6pnTdyKFnFhriIEO5QYczUCX3mH52VTv63nYp9tzyc2z80GdRPvoIdJx6HNpffqImJVcefgp9V14St5feiRo5NWgodSW1NEffDQcpstEs5lyDTDcXgAXZWhB73s3jIrMaIk8jblZjs8vKOGsqkaqllJ0HopwWqbolk16iSgXbbvnOfhFPx5KwOoSN996GJ3/4WWx7+A4Mbn32gNfRkqkhI489htL8BZh2+ukHJUBo7xmvRNA/Hc/926ex957fQ4oWnNGMMN9Dz+XnY+4//xWKi+dj940/xo7Pfh1SRRyQtTp42xgR7lvSEkxyhMhFhvQM0tbMlUYeKXacXt92ECPOpCZienqdNzlDjZx6bL4C5dX7HBN+21SYyqBjXRGH9Ks6D6FJlBJy1LAcQuaZ97u8I5rJQZrZjwnDYWZyqqMJ0ZwjAe0UkmaEZKYuMvhIkqsZjzMLctEPlw+kHTRyM2MypEAkd1j7OTgGH7wPgw/eh7mXXYWuJbGPT1k05dllmJAa5rhXj1GL4d2bMbTlWUghEVb2YfvDv8K8efNQ7puLxae/EW0dM5EySaX267AfMtFfg0yp8fRlKs6Zi26lnDx61r4gkTUlbiwlu63cj8dZj6eD9jjBF+L/eWbpLneCNoWLV6TPMWRVQn9gkATqc04oDxKmOEQ1L9DPUkn5e+CMUN3sOV2pbQhF5WSwpg0g4sEYrMY3TqRRVzWQhBRJqdtKYWdYBFSeehr+tB489w//gBkXXYq2JYen+WyjCPPgEN5NykSM2c286DJUn1uPHT/9AWrr1mH66y8H8zzQtdF8IY40d8jhFLlBQ01DrMo1EqRQcR1Y0bkmXFqBZx3kh1Bch++Y4Jq5ZGM7f5bI5Hs+WW0GpwYAb+tE55mnouO0k7D9M1/B0G8fRscpx0HWG4BXgIxYCr1K3PqBevBdZdcBQ5mnoWGrbYSMZpN5spytptGdbNHnaaeebsOTbWlaphBCdKCkhRC1ZNILLxYx/+prAACbvvtVDD37+LjyDz33FJ750fV49D8/hie/9xls+v0PsOXen2D7w79C57zlWHze27DidR9AadrMg9H8lkwBqTz7NCrPPoPqurUIB3Zh520/OCj1MMZQXngY5r79XYiqFWz9xlc10tGS5oT5HrpefQaGfvV7AIBohGB2hPuWtCRHJjVC5CJDhF5Iwa2geXEqCRkinoA6oINLcolIIUIeRRVWMxDfMf91+UIeE2nLNMdCzdeOIGuqHVzPYrtCDh6MWKhSvL8SxfbohCrVheEW0T6a3dYcjlK9oWa9xI8QzATfJOsZbZ7tIGsiOZ4s5MZsW3MJCClSea0QEzIAEFooT8bsB7AQDCegqmSwZrNm3+AfH0Zp3nxUNj6HynNr0X38SSjOmg0AKM9diL4zzsXAb+7A5p98B9Nedip2/fJnWPjOD6Iwe66qQJVloTNSSqy79Yuw5bDXvB3tMxaB+wE86aPYHmB4b93pgzSRARpOfwghciaKOtyJP8aE7gAAIABJREFUAJiF/NhiOEPJ43HE+mQ9uUIz1YzvJIvi8dbsBDKIcfJyax8nDg8cBED3iwoxiGKu6OuqztURwjkiCs45xltHWghtQ/ioRr6F1saVE1KUhxABwKxyfM5QGCNCA9V42aToUxgQZe1JvBmLlyeleYaGHnoIAz/+CaLhIUSDsafj+tYtiPYNImiLqQtMQA9oKiCrEuYjEcRX75fWuaoMzy9gzhVXYtPXv4zB++5B18knxQdspCWHO6QjrbscoywkkJANsiIjQh5zymLW+8Pi8MR/MGNgp/Tu4NCBZjUokYtopPfnOq419J9UmeWly7Br23cQ7RwCDwJgpAFWZGlUxLrXGfEwHdAlZa1H++sj2H7dzQh37kH3Baeh87TVKe4cPYBZyFHeezN3bCwOXx4y1DQvyEXBWwKghRC1ZJJIY88ANt/yday//tMY+M0vEA4P4fmvfQHbbrsV6z73j5BRhL5Tz0Jx9jyAcww//QQAYNtPbgUA1HdsRziYdsvPGMOKD1+Lo95/LXqPPgXTjz0TXQuPhF8sg3uTej7QkgmWaGQE0dAQGjt3orx4KWa98S36WGnhYjz/xc+hsXfPQaufeR7aDl+Oxq6dB62OqSrM81BevRJDd94Fr6vzgIfskFGErZ/+FryeTvS95dXYfcsdGPjuf0OMVA9oPS05tDKpvwh6DVxtc5rESGuddww1V6NMAuDEGSLeEfGM1GzQ5Rhp4dCaf5jDIeIiackSH1PWLMJDLWOWW1YRPgMe5/Uj8nVkOBMUgqQoknyImhUAE4g5RjQL0VwoQoI0wuZYkJAFW2AcQWp+irIYkdoCh9AkIAwkImFxaGhGGOWk7pI7s1AVlVa3bYrrqVVR3z2AxuA+iEoFg488CFEZwbaffA/lWfMx+3VvxPrrP4Xq4HrMe8s7wThHY+cObPi3f0LPqWdi+isvyAxdwgQw7/Q/020ijo8nEF9f8llk8cvIeaIrbgzL9AnpXXrW7MzWEw7VMtCDTHH4SYk20czPQRzcMbGtBPU1p23Hv5OpZJQ2uc4OM6xsmObspdufKMp6hmrSR5XnL3eM5nBVP6POs+oK8RB5Mb45BI//dv7Hd1B5+HHwjnb0nH8++PQuFGbPQcfq1eg87mXY9ZMfYvDJRzHt5NOSVpAUuJcQPAvR4xaqZ4MGuseOo0BZq4P7hbQzQMGSv4Hc+0eCfKOp7YgbK0/9XKsyCNEjzpIVIFb7RjJeDJF8mJMd0+CdJxPcJ8AghyxlbSZ0m7UPJs1RdG6YHL4ORHxs2rnnYMs/fxZe7zRUHn4cxfkL0+id7YyU+FA01NypXz8fDLW1W1DftB2z/votYIGPOZ/4C+z82o/w3Hs+hY5Tj0HvFa8G870UqpaAblMBb53N0Z43lwOVU8ao0kKIUtJCiFoyKWTzd7+mf8t6DaXZc9HxkqMx5w1Xom3pEQj37kZ951YUevpQmj0PYAxRdQTlhYvBS2VMP/8i9J157gT2oCVTReobNmPnl76FxpbtmPWhazDzPVej66QTUV23HoXZs9G+ejW8jg7wUgm1LZsOqjVYY2An/J7eg1b+VBa/rxf9b7kCXlsbqk89c0DLLiycg9KyBdj41/+Gff9zL3h7CTPfdwXmXftXaGzZiX0/+90Bre+giJyAv0kukxohIiEuj7BsZMh3Ctfr5tmzQLIkAQBBKA6dm4MYuRwjxjzdBvJmHSq4Snu3Vi7wadu2MhOijD2R1DPVkrJ+KXBK1cw0Y8pMs+WSG6LA8djbsNpokKI4JesaQoyId6S91IYcILcnlJcQIppJkjfakEH4AiET2oothQhRCJLQ2W+hE8ZzsoCMQsy+4ips+fZXdb9ZsYjZV/w5IIG5i5eAk3+dCOhcuhI9q05E16KjwKqA53WguPq0GNmoW+EwaKbeMDNzl3ISBUDkG8suG3k0PBhqvxp7d9anxA7/QfXwhplh22OhLdJoRu4ZlCpPNN/I2aYQDvstLh2heXpHBgLloAMaEbBm2mqMxf/P3pvH2XFUZ8NPVfe9c2fuLBrtu2VtyJYt2+AFLxhswCwGjInZzZ4ACdkg5IXAmzcry5fwQhIIvGEJYHZwSMxmMMGQOBhssLGF8W5ZsiRr3zWau3XX90fXOVV9qnsWWxqN7Xt+P6mm+1ZXV3dXV5/z1HPO6RTbYy4eEdBEhFFVCaJck5ShPloZ5hlxsmZRkvTXs2WOThLh/t/7GFrb9mLGSy/B7Le8BMpGvm4+tB0Hrr8es698BTZ/4P3oXXsSZr7kMuz+4lex+8ffw8xLL2WPNBJKNuy/HyopRhgDdo8B0k4HR+67B7Mueq5Lw+NHGjdiDNG4ZPTH7qekr8RbS5QX1d4eQ2gI8cXGGE85PkxBPWrDWN4QtGtf2ejhiiL/x3llkr1mVRqko+B7JJEiRl28XfbvvjVr0LdmDYyXwNn/nRo3CtlY9rvD0cLF+QEoHWP2216L5r0P4sB//AiH/+d2zPn9VyMaHED9nNPRuPOBjJcl+UDsuTmJF1YMDqVNwA9FvkpXHqE8JhSioyVJotktfyrkQKMXQ7XRKTtfLW6j0Xl03hQmTbH3S9+Hqvdj4DnnQ0flicjSvgT6yMQTPh66az2gFHRvDY1d29C7eBke/vrn0Tmwj+vEM2Zi6JzzMHzBMwo6B0ABs8+5KNs8xm9/GiOXhb4rj3/pP3MVWrsPY+gFF0IpBdMG2jt24+G//QiGnnMRRu++FwDQfGgztv7NB7OD1LEB2hsPPYjK8CxUZ85+LBjX01qORdwopRRqT1qOnj9dhgPX/Ajb/vJjmP07L0M8exidPfvGb+A4S5dUHcq0Vog4UjR5fUUeuYEMG45YLdGRfG4ekiTRSCmfFMcqIrSFPNPs+ciK0QYR9YU8uKI8/4jO1/aSV2plcKDRi4qpYb82qFjeD8UfItSHEtCy5wxUYAkHSJHgRVBfa3E7iOIr+0gJGjnRJqFDANJGCw/+4GdAkmL0lvVY/IHfy/b78Y+0RholUIlC2pewRUqltpZp2lYwxmD013chGhrC1qs/h8rsOVBRjNaObVCVCky7jcqcuehfuw59a05Gz7ITsskrtfqPjJRtnMUtORp0yziRKnmHJSEyJCUN3oSMQ5TGHjeEoi4TDymIHuzQEYpm7TzUiENBfA+ymN2xpiR6rwM07PlpP58XoWk43mSnJqBQjoUYMW9MIA0+xAE4PolxegNxWhTFEqJcfoQ4EloRK3QQo4E4eB9IJELk4hV10LI3t5Pmxz/JUF8G4dRstPmO0Rj87XOw/p3fwIGvfwdzXncJkrgKzKxAaYVDP74B9QvOwoyXvwCj6++GGW2itnoF6k89I+PhEaVH5K8ipCjjqHi3yLskyd9SCqgOzER7316glUBVIteGva80BxgJOdEmhRSiZ0O8HT8eD707pZwer+8lP/EjIASzSoG7vDapbzTXWtQqEggR6S2pF1WaVgb4XaG6HEW8hKfj9w2yrsm3ZeC8zKiqOJZ/EQiVgsaMS5+D6uIl2PXxL2Pmqy5HZ9c+oK1DXhA93zjfz7HEeQ0SxIowxx0De12M6NHItOYQuVD/+W5GUepc4gXiI5MR8kvV0e5vSmDYjnKlTGzoZ7AnN3dSIhqW3HxgNEsPcNCWhxsZonJotIcDwI3aY0daVVtm+w+1s/Kg3d7fyuD5XCJMMcBZMbLLbpQ6pF5p8d9UzrAJaId7MpRq0G4P1rJyZt8RAMDs+ghm10eyv2d2cOo3/wwDpyxGc8M2DPZndXvr2fpTtZ61Hdfb0PZv9Fmtpc8u/fWmGLntduy94T+x418/g+1XfQZbP/rh7N4ePIj2vj2oLV+B+S9/LZb97ftxwtvfjeEXPA+9JywLAgnmyLkCbeaAj3ZpLKKyafd7iTdJxvP29ROqUugBSjHhu8hn2ypX0n7dMXzuyC6ZkYIUbDddGbXs3y36cNn2eMmlbD+Ce1MmYypB4oMSLKF5awcuTUx+2TRQlPxtoTzRMqwsU3ovW/b9a8dotrIHM9qu2DJ7lwgRpZKUn1Ya5f72ZVZfNtZn9WblHK+Meqs444OXofPgZmz70NdRUSOIButY8vdvw4K//WPMfv1z0bNqGToP70Bn1x4MXHIuqosWwFQMUrtExKUdS4kAWQP3dM9BgZeZO0B1eBZ6Zs/DwfW3uGVgrx6FxCD3dv/Y3P5WWLICxku2tLwlS+RLIPzI07G1rHPKktOJpK6iJtDOvLzinqxzUZz9Ftv5m8rIK2kpUEdCwYpFn8eAOlw4A3rB89vKL43cZ+uSAtTSuVI1vbKl0XfayRh42vloPvgQkBo0N27OlCKAS9Xxxvo4ixWsnIrrVDp194J/Q67OhMQch3/TXKa1QgSUK0UAJq0U+X9PVikCMGmlCHBRcY+0sgl7okoRgEkrRf7fk1WKALBSVNu9GYfu2IInve9lWV2hFFV63TpSkVJk0hQ7P/sF7L/mWhy56y70nrwGvWtPQnXpUsx9w+twwl/8FRa95W3oO3UtdE9P8CFxmaKzIveOT6FSlPXpkSlF/rknqhRl/X9kSlHWCVtnKpQiTF4pAjBppShpu/d+skqR//dklKLKUC9Wv/+V6KlH2PTez0If2YPqglnoXVwHAPSdvAAzX/8izLzy+YhnzuAYOwAesVKU3ZOs9BWbORc+D3v+6zqYpBMoRcAjV4oATF4p8mUSStHOj30Dm37n/UCSpd6ZqFIEYEqVIv/vySpFtK8yZzaS3Qcx/Fsvws6PfhaNBx4sVYpyfSmRMqUIwNFRirqSk2m9ZEYQOs1vvGShDb88qVgi4+CNQvGBAZP0SDjcughcyARtD/IlKJ4TsIo0Iuzi7i3R0UvcimM0UGEFrk37rWJFS2bsSh9FvI9EphORS2ipl6zTBZG0k5LdL5Nolrosr61iwQ1vAwAc6WQfilH7sWm2Y/Qbg3rS4XvRSejjZcnbFYW5f/p6qGovqgvnQvX0ZfeRFNSOClME0NxLE3yB4qPEnMCBE8vc/Cei7ivkoWuaMyveB4rnUXvf+H7mhRWclrdkZkuQC79MREuXn4Ldpimdh3xubqmMbo7bz30hS0wqPUVKkFR6eL8p3vaUmZBQT43lJ2d21VZgd21e4qEhTjdYuGYjBozW6JgoWL6gbZoHKIlz2zLgtTLs6EAy2yo9lCiWlqj7rRbdtieu6gTVqIZZf34x7rnqV9j0J/8Psy8/F7MuPROdWmaw6PPWZJfQsvmy4JYCeTVKLLUaBZgKoGkJzVOKgiCOdru+cDmi3jpGN25E/YSVThHxFW+TP8hPWeO3Zfh+u9fOkd7Fx5Xvt7vxQYoVnV11VLFKEDkSRESctuN3fxarKdmwAfWzVmd1BA0iWJ5Syr2LIlAoLbGWLqEpJVfGXLvypfUVfO21ATjESAZALZg2qZlkzwEcufU2tLdtR8+SJdj1ic9gwR//Aarz5+evM4V7QHHJ+6bz23Q//VQsvATHiaDHsnbENXT1pkCmPULUlcem9K1bjdqqE6Dr3aSKXXlsilIKi195Ltb+3Stw5J6tuPvNH8e+a2+GaRcz7ZORIzj805uPej96Zs9He/9jNzjj7JdfhPqTV6K27PGfGmfoomdgyV/9BWZfcQVMu4200cDB/7rheHerKxOUaY0QEdqirSmVeDay5pQAsKUqLNlU8C0DBiXylge5qTKp0wuFnwrStkSVXKj2cHmunUZomxiJtYY6tu+xRYE6kbbbdvkuihgtqlj4IxZu/5QypFPg4SLrEtIQ67FRJ8CFAhis5NEmv6ylMWq6g5YNKMkGnK1DCXVTIldTRE2G5jUHhQQnSqXnZncT+sHbKEY5PAninHn8B4kWKTEegt+Nh+IIq9wlW7TNy6S2xngXIhCTAI3xdkhUnNoVSTWLgjvyMDgWlh+/Q94yQkkwzoDgypk3PbRI3D8IRI+vJdVApGGSiAE2+X6ndtmF3q1K6n6n8U3LxxTegt6dHjvW6b1oJ8X2Yd+y2Tjhz67Akfu3YeeXfoJ91/wUs1/+dAw94zR0bNDI0T178fCffwzpkQb6Lzgr65OwN1PjgELALWsVBdgk0R2gc+gAdE+5YeGQkXxzcrmTk1lXvU7QfaX5i5Z3CtZVc/EYAaCSHe+CD+bnZHZ9P30l+s9YYX/Lo54qFc8zdYi/n6oJ8KgPNAbEkq2/JCbROfdu5vvmi4qQD4uQltf1xb9VSmno+iAq9UH0vPG38dBf/xUO/eznmPGc5yAeHPSSWSt+v11yXjsXOniVWrX3geoVfG9SUWcC0l1ZC2VaK0Rd6UpXujJdpG/lAqz865fj8G82Y8vn/hu7/+2n6D/3FKStNg7dsB59Tz0djTuPTgDApDGK1r7dOPjrW9Datwv9K046Ku12ZepEVyoYetrTsO+667DvO9/FnFe98nh3qSvjyLRWiNhdlNwurfqrlPKCtxXDBswPYhNI58jVtsH8JqVv4AR9DjFSFuWQCJHkwPhiLLfGIEKaRo7XREhJTNaQRXQsryaJFapkKVn0SAZkJCvXX09uWXd+GbSRUpKMFcSOrGcZNJKT11IbyAJMamUC9IifFhEhbZsJ3yrPhBUJdU2brtciQ5RKJHbr+IQqUSYHsrCJvMwEaonGeIY61fGHjR8oki3IxOMiMQJG9fMWnBEIh9Ee/0GEhXIpQqivZMEaN4YCU3wC4lm+yhQMx8lYg3xzxPvhEUwld0ha0+5+evdKvCpkCTMSK1BCRnXbmoE2aRmnHq8QAJLYOkOkEWCJzGOl9wCAEZv8tZFkD2t/q4ZDzcxBgpwh+qrZwIl0itppCzDjQ6/AoTs2Y88vNkEP92DoPa9G61AbnW3bmVjsqFKWa5cadLRxQTkL0ni0D+zD9q9+Hs2dO1CdORt9C07AiW94B3RP1d4rcBmgc2LcKwH2OFd7n59j99m5aqzEvcFo7I2AJEZKwRYjQoRtW9rjEnGf8vOYyr9Kbn5NlIe+2wuhiUQEleS0IyQGBRw3+5P8BPjfhFQBqSp96+QwYkTT51mJY3qWLEVl/nyM3ncfGvc/gNrqFbYt43GfClYx4M0zfM+890UgQnwvJjFldDlEoUxrhagrXelKV6ajKKUweOpSVNYsBwA0WxU0fnYvVE95INOxJBk5jNaeXdj5rasxcOoZWPr6P4DSEXtNdr9dj03pXbUKSin0LF6MnV/+Mha98+2I+vuPd7cAdJfMimRaK0QuMFcmGhTAzXj8jrxK7JChUFV23Axh8pMQd0jlNXNoEyAIwZptkWZOVk9bZwkVyUWbgvRRIENr1abkOZdqTqqaiEVhxahPHp0BgDYFh+zkvWvIepaWMrVV0SmqFhki9+SqzoYGebv5ASC1MYh0CpXqXDvkMRLEdmMug31+UQhhpBF5oNl7QVafg5fYpThlZIhQJLtffItMATKEAl5AljbD1kvc74FFKDgZSmz7aT+SCvFlBBKm8+WxioTNSM0E90+2jQAZkmgaHeQjRfw8RMNGvG8ekqFSlSFSTXr37XtBHpP0DhE6YX+vVBI09NjT2xER1Z22R1o9GGlmg6mvaj3SLA+JgquSOz/xAOMoRbJqNnZ/agtwYDuqC2ahTV5WmlLnpEg6KUw1j2yMPrQJ2/7po6guXoz+M56MoadfDNXMI4lBKpQUQWociWRKxMj3OiM0XI8VIgHeGFBhexoaUVtzaAqXIsReN6HAyiFDYwb79MV4HCER+JXTjpShWWmIYI739Vdp9u4LmmVx1wIAVXH7wWmiGHNf/Ro8/M8fxcBZZ2HXF7+CeW9+U+ZZWZaChDYZ4c5fg9Eq4EixlAXW7MqEpOtl1pWudKUrR0Eqc4cw/NwzseV/fxpb3/8FtDZvn9BxulKBrtWw4G2/h+FnPPOYpJnoyvGT6rx5iIeH0btqNdJmAwd+9OPj3aVMzHH4N81lWiNEjMLYTeIaGKM4UCP/JrwVxhQyVoinIi1/YY0ZrZzmTcfSGjU1WXBadg6CtWYSDyEBGDEiDhEhHdl6uk07kBBXyHZJcIl8DhHFA+JYScJrRgnzhRCdSpw4dMl6upElXEmy0keKtDJQMIxSGRFYzU/O6UsRl4NBOz81CFDIH2DUyCJDqbW0ZXA6aWnpFjigIt1jl/fC8jH4ubqy1AKlccGJTMlys12tKpcINuAdkNUrfyg51wSl1AAeq92JnrOgnkxWyzwW5kaJY5X3t88ryp3G3hu6n/a/zKtNkF7odSQengjOqrRhpFSLCyjL90eBVkebFfT2ZIhQb9VFggc8D047LjvGeYNWowqG3nguDr/8POy99lbs+NBnceIn/gRJZM+XVIA0QUJB/RKFzr792HvdtYjnzsnGppfiJTkygoO/uAkjD9yNtN3C0OlnY8ZTzsuuqRPee+fBRDehfH/ghSU9JaUoD62y7cRKIW4qJPY9NCIopePcmRAZmgBC5MaYQIRk6gw5PlMfGRrnNF41P2L4mHXFaoEpOpFAjGY881nY861rMO933oRtH/1nRDOGMHD2U0T7JZ0tQPiCeEP8feoq049GprdC1JWudKUrjzHRlRizX3Q29vzoDozeuRHVJ63i3zq79mLk57+BaXeQ7DuII7euR+2k1aguGsT2j34cMy++BL0rV+HQL36J3dd9B2nT5ltbtBQ7vns1qrPnoe+EFcfr0rryCKV/3WkYWX87Dv3s55j/1jdj51VfxOGbbsKM516C3lUrp75DjxHEZqplWitELnJ0ftt4FBR/X/aHQIrYIjEItHiiCDH/gazQ/LbSxq3j+havJxJ98fsC0uiFxcOcIuLAwPWd+h9F+etgZCg8m4vhYS1jF7VbIEURebPZMtWMKiUVm+rAok0UAdiPi9RJFbSXrDYSMZq4P3Y7FtZ7EYpH1nzixSHJrsGVhBCZKqV3sGgSeaIxb8deJ3OMlPNiEZwv1Ub2XDicv93vxdopE7aYKeg2vU3G4w5JlGwCHIXyE9q+0bV426ag3kRlMrwirigqyzgvAVLkIUSu/wJGEvuVAqAtj4gOovMQp8gibcbyxxgY0JqjVpM0O8XTHZ2PxmCtp83elr0iFU7VRobvWK6d49wlfAy9D0NnLEH64IPoPeMEmCTF6I/XY9vnv436OadA13tRWTSMuZe8Cdv//KPoWXEiWps2Q/XVsO2zn4Y50gAU0H/yaRg67SyM3HcXkKao9s3I0KGOxyESY9qntuT2E8LgeVBK78AyjzUor10KK6aBuOH4eZzmhktqVAWoFYvcNuHfQd/KxH/ncvN+CJzIz0NRHwKPSdlHbwUgfHcEigWDOZe9BJs/8iHU156Cxe/4Exz+1a3Y/ZVvoHfFCsz+rd+CqsTFnaK+Cp6e/5uMjdaVRybTWiE62mK0CUlox1JSTClLq9OKEFcfzRd3ekul1kG7MXVD1sRwwfOmQJR5fCPeuoNcnrhjLZ1OhDieuvehk2peUgOAvpXzsfdHd2D4JcCWv78ac6oDWPKBN0PPnAMgWx42xmDwec9A8+4HMftNr0Xv8uXYrzWaO7djxlOfhjkXXQqlNQZWnoyk2UB6eITbT+NjR8ovkqkenypxS91TIRNK9fMoJOrvx6zLX4JdX/0qFrz1rRh4ylmor1uH7Z/+NA7+/OcYfNoFx7YDniiMv2r5RJTprRAxb4CgnKwwqWZPrXCd3CIocp3Xi+GgRCwY4hLR5BLkANIILSYSRoYkIkXXYP9O3cF8CFvVxIdyAW1k3BUZnbgQkUKmFDF3SOR1484Td4kjwSpGWYibFXFUbetFQ5wJHaEvrSC1nIoiScVNYq4R36qCvpNxJNEsKskjrtbhRLwptUMeaoQIWeSIl9VT43LOUXvkqZZmt9+IvEip5a6YCbwhRnCm8jGFaN/47QAC7ZGW6sSaKK48kYOllSmvocgKlQgYefPJXG32HdId7yMnOUW8373blF+K0doypIFjttix3c6Mg04nYrSxVOzpKhWHglKEeIrPJZEhigJPY522O6nmRMrxhUuw5RM/QM/erWjevxmL/va3cXhJHY2WzZ1mk0UPv/wSoGHHdNNg7tt+B2pfC1FvL0wr696Bm3+GPddfC0DhxLf+KSrV/iw2VwxEFFuLrkciQzQ1UW4+441HiRTRFETPwkeIiGtn6+h2xs8rH1v2vYgmzyHa8uEPo3/daZhx8TN5X1l+Mnc6N27KkhKHMZny+40OkZgw4ne+LLyekk4OnLIOnd27seXDH0Zt+Qr0r1uHWS+6DNs/82kMnHkWdE9P+K3hedO9A8xbnOD97MrEZForRDwwBaHSpIaXhyK77ENut6Ts8HKR1YxSD64hxUPRiOY0EllBQQF9N0epJLlO5ndIgm1WxcL+JS+yCyxGwR9dxVDxK9mGIyTzfaIkiPJDxsuMdG9cELSUFSNSmuxE7ylIDROjiRiJ+CiECTiL39Ki/dRGKpbMuF+J5qSR9Mz5WG6XrjevgGXXRF+9rOAggDGQ9gAdb5IHAB2Pr8Twx9+I7WIMPasaKPDuEOqwXG6TqRAKt719hYEZg46Ef8v2g7qeQi/tAPqAaqsnKxkk0zMqKFgloUX8nvMSBb272fusOsqF06D2vOVJAC7lhHe+pENzAltFKBLKuu6njZGJkPc2swTFRKZuJ3nFKEk1+oSRMGtGglPfeg7uePsXkTY76EEDrdEWdn77N9j7X3di4Py1mPuyC7P2xOVgVg86JkFr6yYc+vlNaNx7Pxb87u/i4H/fgN23/ARznvUCvtdlH32eI2RwQsC578vzWqFnk/v4i/bT2NYb52NsdJGClX+eUn/o7NuLvdd+D5VF89G3dm2+veAEBScNFKL8GHBDwQ1ko0qM30ARKjjhRBUSA8y46GLUTz8dzY0bse8//xP9p5+O2vLl2Hvt9zDrhS+CigUsFvTDCwPDoWHE9gT70pW8dN3uu9KVrnTlGMmJl52Mc//fy7Hkxevw4Cf/G7+48lMY3bQLoxt3Yd+PbgcAmDTFkV/egR0f+izm11o3AAAgAElEQVS2ffBj2PLu96Px4Cbs+MSnsfsrX0Nl/jws+qM/QnX+fAw/8xIcvPkm7PiPrx/nKzu2Mv933woA2PHpf0UyMjJO7ceeVIZnov+MJ2POS1+KI3fdhVkvvhytrVux84tfhEmmZpmXDJup/DfdZVojRMyQFGkATKpcwj+LoDB6wEtKKvc7EFmUCE7VJ7NMiHRJZcsBKIVG3TIAWdEmnzrCGwzMY+Igknaz7Ro3lK6EXPRlwEm2YjxTXYa2Dyz9fOeZdJwaHglEaub0AhRkzUNw2ogyhIieASMLKl9i4iJTohBSZJLwmetYIEVs2VNb9IfT9xPhaU1u8WlboVMxSAQxWlfKESK2zEsSRqq2QH5yf4h+0DGpCZZSefmXn0lxG4VStLw17jFu7PrHGoFY5RIYC5OKkBtG2hJXj7silmcCXhH9rgAd2WU2gtRi8bAZobXvBxHvtUJK71CJ1aw4QXS5eb+/mSVVpbHOpH9aIrMIKqX2AMLwEguXVfHrXz2EOUNzceofXoD9W0ewF8Bp//xaNLduxsP/cB1G792aO+bIvXdA98WY8zfvgIoioKOQIIVBD3pOWIzWvl1IKiZDnyUAJpGhTm53nhNfghQxCmTfGxO5SvTM0yyKAEsZcTk7Tx45d33Nz4H0Q3XZIsx542ux61+vwkP/+/9g1qtfjoFzzsKERSKwfGEmt228K09jg9SYYN4sXCIb57yBiDmCUeVaDcmREcQDA5j/lrdgx+c+h51f+hLmXPlqhxRJlMv/WyBDhehVVyYsXYSoK13pSleOsVz8z5di7jlLsee2rTCdBHOfsRqbP//fuOvPvoahp62F7u3BvD+8AkOXX4yhyy/G4Z/cjMEXXJwpQ1Za23Zg24f+0f69DRve/+c48sB9x+uSjrnUT1+H4Rc+HwCw50tfQ3vnruPco6Mrh9evx66rv4HeVasBZAE6573+9UibTey95ppj3wFzHP5Nc5neCJEIGsbJ7pRi5CdltEWE0qew+R7Hx1gT20zUM4N4JUSMRtG6srCeeU1XOc1eq4yzUmKGScI02h7fSFjC0rLyOUzMRQpMtZLrY3RCAYT2xPn7qtI8w9BECgkitEzsyNNktMvgmGO5pAgzzCXtzG/7/DFp/RBSpANOESFUNhxABYHlxqEPYoU0TpEQr8zew7StAoSIUA/Hbct1mYnwMAq6Pc7b7yFDgIWUJTIkkTbBMXJcIpNHcQpOXcQPKiVry/EpECMow2kZJJcoJS4RfcftPYt81IzHS/58TJfzUASV2PefAmvKoI6y8zRu29oNv0jUJb6hONhHOA82araPFhEihIjCQNi6PZWJTSaVehWnvXw1jnx1Nzb99xYc3LAXc85fgfM/+yo8+L370XfyYuz61LdQf/IqVGYOYNH/eS1qJ85Bp92GSRIcvP5X2H/1dZhxxfOR7DuIeNZM1Necgu1f/xJqf/hnOTIuI9xeGhr/+pU3vZQhRRCoSBojcDAwFe8Z5hoT4r17/A4zp0jCMbaw43jweRehZ80KdPbug5416ILainZLzymHCb+sdpwQsqgUTMW+PvI6jgbq4r2zJk1x+Je/xN5vfRszL70U9VNPBRHBVbWCOa9+NTa/732Y8dznIqr3ORTN//ZIhI0SwEZHoa9PYJneClFXutKVrjyOZOMPH8T8C07Emtecgc7AEO76h5/gwL27MPfKi5DsH8Hid14BIAsZMHrXRuz6/HVIDhxGNGsG5r3rTajMX4Q9n/sGaouXoe9Ja1BbdiIO/OKnGL7g4uN8ZcdOepYtRc+ypce7G49a2nv24tCNP8PI+vWIevuw4K1vRc+iRUG9qN6H2vLlGL33HvSfccax61BXdwpkWitE0hJ3YfsVZGoHYyun1rysWM8R4pmMmdJDmrkFP9M6PBuotLxb5iGj4YIoanu8QJdI3Nq0Z7UQF0LwjTicgBLmNhCGcx8HGcpJW3hopXnTKuH9QKIUOka7ey9QnYB7Moaw91Aqbk6BhyHzmWQbdr9EinKjW94a4iZVNKAjpPQgiX9VUczdIc6Q88SjRsYoKbCmQIqCIHP+MYQW0RiCqDMJEc6IYzYxPlJEFe1mFB7EbvGRV8crVTsMJBgEBZScInKB9lAvft9EWA2JgpjUoX0cukKOjwLUDABGGtWQy8acxazOROJ9yZQhADD/KfOx55aHsO+2zTiw5TCWPmsF6vOWYetnf4jlbzwPw/XMZb/RidHcsx3NB7agftqJWPDe10MphdZoCtMYhRqswVQNZlx6Cbb908fRd9ppqA7Pyq5TIkNSDAJvWYkUyWSy8DzFCAVMKkBiCs5TcN5gKiDOi0Q0eDJRwTMNpGR6MSocDxBotmFkxaunTdifRyrBZSXY+ncfQv3Jp2POla9Ez9ITYBpNHLjp52ht2YLWw9uQHDwIKIXq/HmASTF6993of8rpxdws+S3h1Yij0/0nqkxrhagrXelKVx5Psu5NZ2DDNXdiYOEAOj19+NlfXI+ll52C0z54OQZWzEHDW4HrHDgCABi++HTnJNJJ0Ny4FUPPuwQAUJ0/DzOf9Rxs/8K/Ysnv/wmU7n4Rp6MorTFw3jlobtgIpCmO/PoO7Ln6m+hZtgy15ctRP/0MxDOGAGPQ3LwZR37zm2PrbVakyHZleitEQYI+tl4Umzjs5cBpNrKSvD8obYTWqfM24XVst36cbdv2iavhpwWxlmFEaAHVFekbcl4Utt1IKUQtF74+8Fij/rC27/hGSlpsQWh95doILLVyxKtUyNONziO5RUbB6AhJEpWiOuOGs/U6YNyFZIVMOumv+QszNuUteji2qITuYTKQZaJdG0qnTIYwyvugECpIKVbomdOztvcordJJROltEFLE40O2RSiiLwL9GCsOkV+nKLhjaVlwvjJh61kpZ4kyx42uT9wr4qBEQNyySB57gtlDRYwvNtojj0MkOWDSu8xHV4EMRaa6cR6F5HeKx1y2o9VyiFLAYSM+lUwi640r8i6jdB5S2iYC+nqx5tWn48jOEdz9hV9h8VlzccEfnIojnR4AR3C4nQ2mI1EFvZedhNH7HsaOq36I9kf+Has+9cfY97WforpkLirL5yJtZOfrv+hcHLj5Row+vBG1ZSfyvMlIm+AU2RvlXxaLRMB9Dyv+u+LQHRObUiQz8H4rOC/H4xJzh/JQQUk+G73rPrQ2bcHgsy/MSOdybBQdK8d2MEUZG9/HBOcrlTFXHfJNGAXMuPwFOPzTn2P3174BXevF7Ctfgd41q4PsCZX5s9F/1hmZd7PXlvNaNoFXGX/bulrOo5JprRB1pStd6crjTUxqcPULvwYAWPfqNaX1KoO9WP3nL8HIAztw7we+jW2f/B7ae0ew4L1vyGVGV0qhZ/EitHftQm3Zice8/8dbGnfei4PX/Rea9z+Iub//xuPdnQmL0hqDF5yHwQvOe0TL4EddpkMfpplMa4VI8nNcAk7loi3bXTRBOK+yvDdIpFNUq5kJ3rL7EhH7hoEOjpTrLNqIrHeJFEmL319zJ4tXAVEjtL4ClMdDGGTsi/AYu+ld7kTzDI1lRHCfyYonlC4xrow0UkQOwRDcIdeIyW16PQg6UYgI+W16VpS7dvvMbURuQoooVkyOJyG92ji+kYaB5m1GJScgSU++aR4D7YJxYVGmqCWRFFu2DFt7hCY5JMPk+ub2u/Pnkjs+2oluHM5GzttPjF3JM1EUl8jj0EmEVI6PqOna0NrGIaK5QPC3GMkhT1R6TzyQJkAj+Bc/ir3rkEmVOyjNVfV4gSa3HekUo518sCtK/0H5zaqmioNpDfW4iTPecT4e+t5duP8HmxBFCmteeSr6ZvdC20mPjtHKIEED7R370N65H8v+7++iOlRBq5Fw15KKAgZr6CRHkPSlGS8OjvvGCaJlDCB3yaXCEasjICWkzeOHmdTN04Fnl4+YCpSfpWW5izI5cCGHKGuk/6yzcfiGm9G4+wE079qEnpWhEjgu/6hAFBR0x09ES0imJARNfI4I4i35nKUgNwd3JH+sXEHwuE7sVRblx2VXHpmMu+CslFqilPqxUuoupdRvlFJ/JH5/p1LKKKVm222tlLpKKXWjUmqt3fcMW+eF3nHfUUo94yhfz5gyEZLv0ZR4dEpP56UAmaLzNaeYrzAJZaUrXZmuopTCqitOwYu/8EI87+OXIO2k+NoLr8bovkZh/Y1fugmqEmPWM09BdeHswjqVubPQ3rbjWHZ72kh1/jzUn3I6dG8NB6770fHuzmNWupGqQ5kIQtQB8CfGmFuVUgMAblFK/dAYc6dSagmAZwN4yKt/CYCbAPwpgA8AIExzC4D3Avj2hHsn+CQ+f4a9WqiqSApqJLchUtA6i9cSW6SI6rAnCRMXs1KTSdlROfTGaxaRncOCNXdrFcWjWS7VaLQYReK6/n6F0IomJEFyijhGhco4Fx3lkTBQLEX7JeIk+StsiRuoWIHywKmmDtbAcxG6/TZz1SR5wZaSS+BRNowGkCgvD5gYA5S7TSBTmRWfP18uAa5RwTWMJYQM8fo9I0SE+hSMB94mpCjfhtGK42PRMQ4psu3ysyB0wqEz41mGkodUxDMq9TYTko/Ya2vzdbp74O/PxnTJGLZC94S90eIsp1zU8iImi3EScPc4ia9xnEAxf/CTZsRIvDDGIdAQ3AzmO1Gf7e+j7Qqj0cQligjtsbyjIR2jgRi1OLvAdhqhfsIsrHvDabj9y/fg4evvx6rfWptr44Gv3obdN24AFLD8dU9Fw4uInVpPt6QTobZyLo788nagP0FCKCQlPeZ5RiDR8u8xJM2NaXrmFqmgdgVSxB9AbQJQRbXyiGwRMlyK8ihg6KnnY+SW2zB6971oP/hw5r5eALiURfFm8R+vzp47zx90iJexYNIi3T1zZQmCLusKhMhow7w4CA7RpBCix4CCMtUyrolvjNlmjLnV/n0IwF0AKHjCRwD8L+RvbYTs1fDCGQIAbgdwQCn17Il2jl8WmsgYI1YuOScv6dDySfbWJhaKTa07eacdodPJXy65ziqb5RpVe4JKfqCOyZ2jJTSLBhEqFDecskQB/WgpgErdLN4fNb06lAKhVbJtJxbdVu5vSrCZjFN6bs/jZb9WfF7/fFYB6eQnN0rXwPsJufJLUm65FBOkJFcnXqBEbt9O+DQGpIs0BdHraFaAWBESqUEmIkktGxdpzYZ4sNuJLHuc0pTUwPv8ssP7s/N3ehSSqrLH2DHbk19OCALsHaulsfFEmcBt2il+YruIlCtmnZjGfYNKk99uecqSfA9E6ca4cmPKmzdyZUds27FhfKQ1p1SDb7q2S1qNVmZTjjYraDQzre1IwxKjW1nZsolgSWGibSJfR0N9uOKLz8P6r9+Hjd+9CwAwEGcXX1Ft9M7rxzkfvQI9s/sx1Jvtn1EfRX9fduP6+ppob9+N6ryhrL2+7GakfVZhonHZ68pOX/Z3p3dipakY54QSPOP8sk2QDFW5+6Z4/hBzB+/PjtEtBd20xoModVOhumABhs45D0hTHPjh9byfjqW6lJ5It/PtkwOD9qgQbg6kceOUM2CS71uQdNWWvpIjg1Rymb+f7MxglSAVu2MpZZVbwp1EH7sSyKTWPJRSywCcAeAmpdSLAGw1xtwuqv0AwNMBfAvAh8Vvfwvgf0/qnGVKkffbRJUiAI9YKRqzjyVKEZCf1IGJK0W5OhNUivy/J6sU5f4eRynyc649YqUImLRSlOvjJJUiAOVK0WTQoQkqRcDklSIAjx2lCJi0UlS2DxhDKfLfh0kqRQAesVKUkwkqRQDGVYoo4rVUiuacNBNLzl+EwztGUbc3YyBu4OQr1+Hya16B4VMXol7JLpyUIgCsFJmd2xHPGUK1ntUZTykCMGmlKGv4kSlF/n2bqFIEYEylaPjiZ0PXahhZfxs6W3fl6vt1J6wUYYqVIr/OJJUi/9hHqhR1l8xCmTCpWinVD+DfAPwxsmW09yJbHsuJMaYD4BVFbRhjblBKQSn1tImcc16cTS40GFIeWMZLamqF0yjkX0jl8ilw0EFyyI3shJbaD1JKrtiWualj+wJVNY9DytShvSSggA/3e4qU7e9QFCMqWkZhayFfGq//qXiJguU1sUSXq1M0KflCy21e+yz52+g1BsxSsZ04CEoWleV5XSPeuUv6FIkJyDs0XCY0uboGpvjYgjeR3f1jYJaOXRXvmSi6PnKrFxMcu43TJEoTe4/iSZYnYVoGkh/xxG27Cdrkf6Ntct2394iIy2lF8dga6s0GJpNhqSQdMHal/M0Rok3u2CLIvizIqLI3J+blo2x/rIBIjH++R2I5Snt9nVGJoEy+3/m+0j3IX28aA6lIKBqQ/OX4of2xCUJ0kDJESpCy7vE8u7CPtJPYau09NrNwHRptHaGusmP7TKYZV6IEVd1BPRnC/lv3Ix4ZwhxrmNVNduyAXf6ivMLtKEXTKm+tisHCy8/EPR+8FgsPHUA6OCfbb29oam+8qhwl+MDez1lRnH2wpeHCN4UmYcN/h8PG7lf5/cqbPyVpm59TtYKBl16JPT/+Purrb8fsZz2fWy1Lxh0GiHT1Z0ZRdi0BLYHK/AMunFclAZqkYDtYRqRxKBUblZ93oEwWKsRrl++fPXZDQdceK6KU2gjgEDKzt2OMOVMpNRPA1wAsA7ARwMuMMfuO9rknpBAppSrIlKEvGWO+qZQ6FcCJAG63PIbFAG5VSp1tjNk+TnPvQ6ZMjZsEaGcr+2pw3jKaDI1xHz9pkZj8tltTNW5Ss8SDyL7JBGUndpZNbepzbdGHqKUDC5aRHYn8ePFm+COkFXaPtAtje2SNif2ecpMKLkYpN8VXiErqBqK8D0SZQiQnN7u9s+OSUxk5CZQpRN6EUjYZyPP43ifMF+Es5XnryqjiSSIzT8TlJeJ6EquhcGRsZ7nKDypbbbKP5O3WVjnoH/A+/hLlsPujllOIaAw5pcoq8C16D6xCRB//inJ/R9lYIwUhUCC8/axE0HhhZSJ/fSaw+ssVIrL6Y3vd9L7Eow45DRSijrjeTr7vuxsdjvUkr4sVokT8ngKpKb4O5+kjnqdy+10UI1LW7DOw7mzMY6O2TfiFi+0U12u14F4dYa8eRctOFomdVKpRB52ojRkXDuHnX7sJF/WcAWMR65FOduGHbBsNlV1gK4nQsNN3EzGwuIYDsyvY8MvfoO/ic7M69oEmCeXpm9SCQLl4Hnw7Ou1ShYi5N9p4S9/IlQ6JQVjK90sqRADMipPQ2LED6azZSJsOWgo4QwXH5vbrzMDa2W6XKkTS22xCClGJMjWmQkSGuzAA/Yrah/ZzpwljsBWKQaDATzO5yBiz29t+N4AfGWM+qJR6t91+19E+6bgKkco0ns8AuMsY82EAMMb8GsBcr85GAGeKCygUY8x1Sqm/AbBw3HP7k032l/uNlstoF1sTBOHYSY5euMiAkn2mgs0sIUcIy9JEJiCEBkqMeDl0x03WOjHQHZeAU6YdKGqL0Yck/C3rU7gtA91Jwmk4KTjrrFxBCbd1ZD/0PFEQUpQ/T5AU0TcDZd2C8wC+QqTcTvEVJuVY8SAQH3Clgn3+pK2UCt38DTgAHX8wdX6iYpdX0a1UKW82o2Pzz57Ltrs8TojKdYuP5SWFImy8SLlFwYcAAUAS7hc/FC4fB1Zs+fWWKULhcq7hpnQ7e3dkcmMZzJGPjdy2IrSRQkbIYI45OAIBmbZIeLlVzk0GgRcrRY1uW4SmrTRaaYSmhZdbkbMJNQz0QB8GlwyihQrPb71R9rAJRavam9eKYlSTCg5s2IMDt27DQ9fejf1378KT3nIeErukdlhlCFSTx2V23ol+M8sk54AwAdBJdVSe2wVvSV2ksPEVosAVX5wzu90Ks8+5KNvuuN9Vro47hkdAAcqrrHMFzydG1JFscU9ReySEa0n4DpU4gQxRvzwFKUCRHr9yGYBn2L8/D+AnOAYK0URMhvMBvAbAxUqp2+y/54930DjyPmSoUle60pWudAVA/6JBHN4+gk5jXPAcALDnju340Wu+jvUfuQH7796F6qw6Hvzcjce4l1153Ig5Dv8m3rPrlFK3KKXebPfNM8ZsAwBbzi09+lHIuAiRMeZ/MI4dYIxZNs7vP0Gm0dH2t8ZrEwDSCi0R2OMIytcSOYAzZyWYlDuLqCuEkCJjida0rJKmGklA9KVO5rc5KKBxqFJaUUirylnItFySCCTKt6rFspNc+nDLR247COIorOjgNhQte5QgNf5g5mB5YmlKtkfXU7SOLy2bIFq+dLs3fkPS4rdC90QkvlWqoK5/XQaOKJ6zCksglBJxCJJy6I7gRDHAIJ4vFAIuWWqPZS9F8XxzIQnKmJQTseDp+giNJMSE+Hfe0ge3KS1TMQaKlix42Y7q2OvjxMkCXYKy/Ki2N879JWKvfRcewm0HiWDpNzrWT80D8FJQERYppwyZCiYn9qdOIz+9jpoII0FqYmCgatfbKxUMnjgDW+48iKVPzhK1xrbzo4klZ1vYuZFUsH/DfkS9MU5961Ox4iVrceD+Pbjpr36EGb3Z2iSFBDhky4Ytk2aMgm6MK+x80CZkWWXoD90KsfzlL6WVeriKtCKurfz4zn60/ZDTStE8FKDV9jfJS/LacKiUGFRiDuT3wyOUy3kr4KlJiKpoF49LatfuYE4RjVfjKsm58Citih5Dma2U+qW3/UljzCdFnfONMQ8rpeYC+KFS6u6p6ty0jlTdla50pStPJJm1di5237GTFSIpd395PeY+ZSH6Vi7AootXYt65J2BwTuaueOih/RhYOmMqu9uVx6goHLdVtt3GmDPHqmCMediWO5VS/w7gbAA7lFILjDHblFILAOw8Fp2b1goRkz6F66FKVM6SADyNXCrkHh9iosu8xA0xPRYxShVSi+YkHunWL0MLVTGHKImBpOIRsCngXsAP8kaoQBBo3T5Airx1aIkelV1waZAyoBwhok0NqChDuYJ1+AAhGuP8jJSofFckCFTII5Br+XlTS8nGVBgYjmukCgraEaijRzFLsDXqcV7oHgi+kfMedJadnwgVcN5WRtRlJKrg3hC3t5Q8WoAGym1p4RthzRuN0POszNplNAgB743fGUbGxD2zCFFace9SKYdOvv8eRC/HsmH0UaLKDjGSyBBxk/iWlXgxFQkhRS3EaHoEntQenEIhrWQo0awzl+Kuz/wSC847ATtueRgH7tuNtJ0gSRT2378HBx7Yi9PffTEWL1+EWn8M06sdv6hPo3O4gdm1kWzbEnXIm/YQhQmIUrQbxCea4KxoFJQlzFNaH2iLEAWoOaHkdn8yBiIkw3/ItoDwHhegj7aL2WYBQhQgfgIpolWHfCDY/HXwYJAcUKNKEdPSAeLtLvN8c2TyPFKU9T0PeyrBmZ2QTEPakVKqDkAbYw7Zvy8B8NfIwvi8DsAHbXnNsTj/9AfYutKVrnTlCSILzl+GWafOx0/efi12r9+OmatnoTbci92/3o4DD+zF4ktWY9GzVqF1qIGb//KH+Pen/wtu++jPAAB7796N+sKB43wFXZkqSQ4cwq5PfB3tbbuOd1eOpswD8D9KqdsB3Azgu8aY7yNThJ6tlLoPWXaMDx6Lk09rhChAhnzLg/4mS5XDq4+/ts+b42jIFOvBVBW79Spr2stkpLJE6qxYnWZeFeQ+rYVbtfHcWLNr8P7Wwpql6yyIIcNoUekFlWz7B0gDR/TJ6CwGk/YSmAbu/gIxCvgeykMdJmrQFFxUEFJfWGm+F5HsS46r4LWfow0ECErRDSvpLo9Zu23y44VpOzZgnml5HDPyIgvCFthjpeWalsPfcnehZ5l85lQnFWPP3y9d1QN34zwfKI3BXCGZtFkJ1IfQGKgMWU2qCD0xZUgJOcZ8DlGaf+iO1iFgLc885CoCGXLIkWhzzJQJ9h60NJI0AsWaZK9Tozj0x0BVYfUfXYx17+jgzk/dhJv//kb0zq1j/tNXYukLTkZ9yTAe+u6duP9Lt6B/4QBmnjwX935lPZIjTWz+8UZc8ukXIbYXPrPnCACXKJaQosNRiiO2v63m2EgRJ89taY6pxYEOIwXdLkCIJFqegpEf6V1WhhB5ty3cnghiJJ8pvTsS+abHSG7+adg8CaPZfKz3XihRZ7xr8I4XAGWAeAepkLSCQYrDP70dIzfehtpJKxHPn2t/mzjso8b7AB4HMcZsAHBawf49AJ55rM8/rRWirnSlK115wor9Xp38xjOx4PmnYu+vt+F/3vx1HLx/N1SsgSTFyt9ai9Gdh/HANffg4n96HgaXDrkDu/K4ltpJKxDPmYnedU863l153Mi0VojIq0yJIHpInVXC3jUSHgmggDHOI7gFgUQGpppVShmpyZ+nyEri4Hwq+9sFcbQIUZJrotA0SYVHEZUuEJ214NKCtWiS8VCY8Y3bnCWuK3kvszKEqNSbzeO4lAeNLO+jfKRh+yFyFHBcSLQpvD3KHJ3Pioybw22KxpOagWnl+13msRV4ynhoCFvHY9w/YJzrK+US2bGujEMURFRd4jdR8Egb+gYq8ZBQAbSxwS3jaCHjEaZJOLYKA5N6bfthq5wXXfEgUIxm8Z6wb9RlI66b+6omMNdkDyZpEqfISeqhRQCQVptY9sYLMLBmAW55z3cQf/Rn6Iy0MLB8JvoWDuKUN5+F5c86ATrWWPeqNfjB734PptlmdAgAB++b2ZNxiggpquiE/x6JMu+1JiNF2pb2umwaJNVWzLPj6Ot2jguQIQ+5BLLfJSKkE1Gn6NYFN1/8XoQM2VLGenPfi/z5uEn7+JTx0GvZn2CMeYhRGdojj81t59/3IAm25COxtyegoNGzYDEWfsCG4iGPZdnnMjGTqfzEkWmtED3WRSdepOkpkKhllxemSHTbEd+nQqb6+nwofCok7TG5XEzHXKb4+kyEfJ6xx5ukKgxG+iikM9rGLe/5Tvb3SAu1eQM4tGEvnvG5V2D2qhnQNrBj1BOjUq+6yO3HSDKj6rQAACAASURBVFSKcgPm8SBTrCDkjISuTAuZ3gpRWWI9X7stiy1SEpkY8Pkck1hvjS2fyENkACC1VmcivCcotYdOMgtUJYa5GGSt6Bb9kf8q+dYFRe0NOEt8b6xlYGO6RL7ZKdsrsbRy1pmwyop4QrpjOUQW+Qr4HdSW9ADyrHcl25dSCNtk1yc9iwLvNrnfvzyxHp/aMN0B4uibkB4yAjhEUaYUKOy7QE6CnGl+x0ymFAUdF5tacHFgXLup5dwEcVbKZCKvgOASmQjllr1ITknj0kQAbDwh6WXmvL/sfp/LE9m8a2UR4sXzLEJbmbtU8pxMEMPFuJx6tIf6Frkquf0GmTKUqnJ0TljlSdMmePWqksfY3hvvxd1/+R8AgNnnLUdycBStg1l8oZ+8/qtY8uyVOOsd56A23Isdt2zFvvv3YvFTF+RSOkTi4QxXj2A8abdtVG1CjMR8E0SQLkJuxXytEpRyhfQY47TUc5h2y3kMon5BW/ye0zEFcyO3IxB8WTeHBonBNSGkSJnsvsg60gNXntcY9lCk6PyUhWEy2e4f/8GtJy/TWyEiyetFObdK/m4J4qQkpkEjF2odcIpRYicBTURYPoY+gN5HihNE5rfpd0YwjMsYkEZZYMbEg5Czrlo3VqEY5QaqICOCUz3YZTcirY71ZSN35pKnbZSnpLECZn8LPkAKumqDS6riOmMtlfF+8UxLkQrvHOMpQGN9FEsntST7hkd2GcAPa2Bi+pjbZ07BOWVOM5Hra6zrKVvJ9UMuMOomZ9MyRdYjVRtt+152PwuGiUwhMJ4ULrep/L2goJKKgql2XL614KMkPqTay3AfuELTfog/6AdvDJZ+IKXiTNVo/KQuWS47L5ChRUohXYuvGOWnAtdn1q0VTOII/hgjxEM8awZmXbQWQ+sWQfdUgEOHsONHd2PwSXMxsmkv4uE6vv3Sb6A6oxdpo40z3/10oNqDjnev0pIvXifVSOzSWCIeem8tU8+0HY9t28dEGyQ2BYmxEUI7kUEnNqVu97HNY2eUUySl270ZCzEc5x0KiPSe0iVTgnApg5r6RlpiqQBiHguUmyIlp0TxGVsxEpV4ThTfoWCeU2zMu5AYdnw+nhHYKZDHhkLUla50pStPIKmvmo+V73ohe4bV4jYWPGct7vyb7+CkP3w6lr3gJKx9w1Mwsu0gZq+eCaUVJpAvuytdcdJFiAKZ1goRkfeIXM2iCjRuuZQEQnJov/c3WYKd/BpPQkklK3lWndImFwARQODGTVZ9zjqkdrVFjkoyO1Mj5I6fbRSbmbwk15EmiFdXIjclFjFLCrc0J6BtDg3AbRnotkHUMgXLafmWyyyqXGqSsSBl/7z+MaLueAEixzqP0dl4oHQqbLlGipNFymCYZGUSYsSWvpdNXVqG4xHBiwJCSrI/bbNx6y3d8RJubF3cj7elSPeCstLHLn2DTBvBSeebBb+bPEIUWPzS7b5oSVIs4QTLwnIcefeTkKE0FhMAbfqolxyHEjikJMJjIEMdm9uFSkJqklQDtR6c8v+9DADQSBJU++roXVHPgj0mjpgds7dGVtAyHP3eSiO0BblxoJbd/DhKbOmCOAJZMtk2EeYJKVIR0krqBanN2o8sMsQoofZueUlgxglJyZwRBCj1lpBlShB+p7xxY9IE7b27cCRtAPNOYNQ9CBdCzQtEuhAhEnUDRLOk3bTVxMh9d6N+0lqoapTrK9fzxprvaORf50Sku2QWyrRWiLrSla50pStdOVbS2LUND171j9BxBUuXr8Ch4fmY8/TnHrf+NLc9jB1f+jz6152Oua++kvOXdWVqZForRNq6IXNcuNgz9SY6UBjCgdOqW8XHMv/B6uI6zswLpYxn/eWRJ3bHJy2eDS9H1E1VnuiaBNp8Pgy7bhu+aEWoi+RZdBwakbXgrkmmgCjj9vi8IS3dYQmRojrEXdJZ6pEMIcqbOAGRnZoqQmwEcZAlWC939QMibQkSVrSeP1YqCx05dMJPIsqcF4sEcXJS2k/nJQTJR4zG8cYJUnp4qIER1mzKz96OS1HP59kQh6iUkzURq7CsziOwKPnZxAaG0qMI1IwDURYQtbMgrN4+Qdz3uVNA8WWXJSoOuFP03sQ+QmTrElJE+wn58q/Tex75DuQ3XR5qNwgTiwglaX7gMLpD57edraGNjq1btaiO287KOOgIuB45CAz2NHJtULqPCpdZG6NRglHBKwIiIPXib4xaRIO4d/R1oaCH8J5TMF9OXOT85X5wZUDwLkCRAKC9axdqcxZi2St+DzN1Bzd/8u/ROXgA9RNWojJjFvoWLSsMLAu455hDiMZBvMf06lRAe9t2AMDh9behfso69K87HUqudmiEwRuLkNHxpIsQBfJ4dqLsSle60pWudKVUBlashUkSbL/+PxDXB3Dia9+OytBMbP32l7DxC/80pX1p7dqBnd/6Bm/v/tY3kRw+PKV9eKLLNEeI7B/EoSDrrGLKNWEZnt+znFUJMsSHElPfnii1kICKXTx39jCq2jrseWR/J5QABoqCrCELLpcIK8VZwgLqQArdEvBAEIDSogXEc4HxuDRicboEGfLX8d3feWTIWVaGz6fbBlHT4xCVXUYpUuShWQJVKg3Ap1WpN1lZChHZr3wf7DZsoElCKTzOFAUVdDwYe6hAjMizw/eiChL2isSszEMiz8bIN2uzgwkN4Ow0Jt8WPxs/cCFxiMYKeDdBKUzzMdGDxMPPIW7UN8HbCsYcEKYlKUFfZOC9wi6VoAV8iAfUOu8yu4vQLH4W+WdjYhQEicw/aw78J/qXJgppkp1QiQdG84oM3JgYhVrcye3rWDSnYwcDoT1xgW/7cE/mwu+QoU7uGNp/mDlFVeYVHdGZK23VaPSghdZoRqBM2SuTeFf2GlIVXLRMhl0o8kbRs07y20VlWWgH+V60RxsYXHkqdv70e1DPexmq1X7MO/vZqA3NwebvfgHNbQ+jNndh1oSc16gtXTDuyvomf4c3jzVbqM6Zh9auHQCAvpVrsPtb/475r3xNVoF4eal3LyiETNncVyYGXQ5RgXQRoq50pStd6coTUrZe91Xs/On3AAAPfPkfsOmaz2DfHTdjcNWpWHzpldh09b9gdMfWKelLbeESLPv9d2H5e94HFcfoP+U0NDZuwOE775iS83dluiNE1mrn0EK8jg4YGSF5HHWXws6PdYhhayUf7ArQUNY64gCNpJETIkSeCXwe7dApk3EPpAWcCI84HwJRtjOqM44az95nii0z/kmmsED+/D4apKWXGVtUeZiAkmZGbeOhO+I8JUDcWPGBZLJOQrlySEvAGcrXker9WOfjbQ2ojkPaZFwSwKVJoQB/EjGi+658pEgkKmWnHk454SFDQJ5DpPO/8bgky1u5Zw5kt58Rksj2T8T6KYR5JmAhNrdtxZ7rf4B5V74+/5wl6jgGRyv73bjkrdTvEk6PHGs+4sanKUEWxsSABSIU8Eq8oIEMxIp3VqJchNykxriLZW9Diep6/wBOJWKSiC8+RBpMrgn2XE2VS/NhkZnIdjaxRCfy8ortfuIUzag2UI0IEcrKHlv2RtmkSxwiOkYrw3wmCvgYNauIkaJDc2Js502KPWX7lU3Y+csywTMfn/wyHjLke5cG47JkjC1+1suQNBuI+/oxu17Bhjtux747fo69t9+Ixc95FRY84yXYdPW/4IQXvwm9C0/IDpXerN6CRSnfaCwukTgm2b8fptPBzmu+AaUj7Lz6qzDPfxEGzjw7q6D9CxJtlCTpLZQuQhRIFyHqSle6Uiq6tw8jd96BDe95J0xaooV0pSuPUYn7BtAzPAdRTy/inl4Mn/QULLvi9zDj5LOw4esfRVTrw6Jnvwyb/uMz2PK9L6N1YO8x71N1zjws+6P3Ytnvvwtps4EFr3wd9vzwWhy+4/Zjfu4nukxvhIj4MQTC0A9KhVFYy7zOGHkI1eEQLRBmhMcF4MSWbL079AjwLB5qK3EWcWoyhEDTNsUsYhSGOCEOsSH0SAdISTHqk+sEyAInPpVHmPHLMUTyZVwcD4NUO6s015eSEL3kueasKNcBR40S10lWtheDR4byl6k0guS8BQhRACQqIKq4lCf+Gjx78BHyQ89PxFAJvM86XqRjEbGZo1CLGEZ+rC1l42/JZJqM+hAyRfGyEufRmERZxoFSDxw6R+rFmBoD3YmHh7Hk7f8Lmz/yd9j9zW9izhVXoFDomRA6YDtAqQVSKGjyliF0Jc1fV+DRSH3zESl7ugDRG8O0C7hn+Vc34JfoxAOgxH1jmhEhAB3arziXGEe1jvNjGBGyZ0XbOY9VJoXkrosRxraNT0QdUUCTeG9WiCtkLO+HvGU7VpElXpD/W5mMJtlAbVhuUyuJ0E6yzvRVspelJ+2gptrsIccxm6gkFLShvVRD+fPQu0t8UZ2gXMQ4kYlilZfSJkC6BbqUyvFiUaUshpjCrDPOR232PDz07aswuHodBletAyKNB77wfzHzyRdg7tOelxs340XRV4D4w/0t0SUdafTMmAWjgYFTn4zRDQ9g4aveiK1f+BRqC5YgnjUzeB8m5V1mq3c5RKE8sRCiSQ6aRyuP98R9aTS1N3TC+bmOkuiCvHBPRKnOm48l73gX+lavRnvvsbeQu9KV6SD1JSux9LI3ADAwaYKRB+/Bkhe/Aftu/Sla+/dMTR9Wn4TGlodQW7gEQ2efhz3X/2BKzvtElWmNELmYO1nJEXoVwoBVpWiPO4aszbLowdLaZI+y1B1EViAjRIQYkdVObcWGkQKTZsoR5TkLLHIR60Ql3sdf9EkqWYWRXuV1jWMJjGUpMBrho1mRYmUojVR434R1xuchBMxvX6A+rswjKDAZOqY8r6Pw2PwJ3fq9ChLr5uIQdQxHCXfJXe1vLbDZQNY6I0YikjVzjCKUcqJU1d63CiFDtj+JuysUhVwJDh0/e0IW2LMsdXFydIpUpyGXQICfuqU8zpy7F/698cvqvHkY3bYJm9/3Pgy/+AUYfM7TMZYw/4mTTiqkdCMJJZNeZaSACivaKA8ZIlSgna8rOVo5EbGLeFuiuvScU3ceSS/ibgnU2hgwn9BHhgHwLKs6KpsTBOctN5UJhFRmIU1tdP1EPF4ASG3cNI78rW08ooj2e++sPJa5UNkxDYEQNZOYkaGa5R9V0jbqusWxk6iNhCJad4hTFMGMZn+roo7DQ+1o7BcYP2VRrovKABkibz1x7/0xz7HOvGmkb/GJ6F16IgBg369vwuZ//1cMrFiLTV/5OBY++6UYWLYm4xCpsL3CEuF2GboEANUZs9DeuxswwNAZ5+ChT/2jRaTC+bHoNGPKJJKbP1FkWiNEAcnSg0hpQiRliQnYwq0yl3BQwrX8YaGvRP7EPMF1NL+oHFzOwsTsJsuKEc1GhiFz+vilViGiMukR2/R7xS1J0RJLWqElpUkM+RLFSInSlzJ3WOlKa2Kvb2VqdRmpu2NyyxNZaYq3PRjcEb9l3eKSxkvUNrBcUVe2ykrDJf2teZ+tY1MTUDDHuCn2N4Bo1P5mE4zHDVnHLoc13bIYLY25NCL0zJEvWQGlsQakNbtcQoFCe9J8WTVBW4GSXTYb2EExcPZZmPu616LnhCUlFQsOZYKtASq0pGP3kVIoPiZFHxUaB/QM+P2nZ0LvP42XBE7hKlHQgyCgfknvAc0vYllGzju67S37cN/yim2Quoc+/h3lRXgsuRni96StOSl1u5OVLbvd7GQvZNt+/Vu8besnESs6DfubU4Aquf0tu0w2UG1isJoN9MFqNoh74+zCeitZOdCX7e+v29/rWf2orw30W6WMxmEkxqNYdobxnmVZWaIQaW85uMyg5KC1nuFSFvCVtofWnAHTaaO+aDlmnHYuNv3bJ7Hhax/D/jt+gXS0UdwX2Ud/TMolQDleU6A6PAtpo4HGw5sRD86AabeRHDzs2p0MiVoIhYGYyn/TXaY3QoTsJhqaoFQ2WMiq1m3kJkvdzga4sogMHUvbgGuHZKJKEYBMKdJZxF0VG5gk8z5TymTWlzZAmv3GHiSxAUz2QdJthbSa9TO1GeOTHiAezbajRqYU0cczjRV0YgqVIvb+Gk8eoVIU3DdYpcgY+GmQfKWocElLZQ/PKIRGkqcUGZ0pPEarcLvjJkqd2LaSzCxzdV3JbSrkELQipcgo9wGj7ahluLOUs023DEyksjo6e1ZpnClFJs6UotTup3sWjQJQmVJk4uy5JvY5p5VMKUorBrqpvDEdKkUmNuMrRXBKUdpjgFQoRaniMZjLtTZJpah++mlZfybhoqK8KNWopEBTw0QGKlWZUtRWhXqAEu/qWEqRibPnmkb2g0nH2ZgtKsnPCa5zAIw4nzTEOln7OnHtmzjrj4nsvKPzfdHtbHzoVvaMVRtAbJ9nZPJKkd/XiG6CyZcqe6bQ/s0BknaEqJKg3YkQRwla7QhxlKLZiVGJE7RTjUgZtDoxKlGCdhqxB1kjiVHVCRqdGNUoQSOpZNsFShHFPMopRaN11Cst7E960Vtpo5VEGOhroJNo9NcbaHci9NabaDbtJNGfAKNRphQlVikydjzS87HveiQU0MkqRTRecjkQx1GKgHDc+UqRiitY+PxX4cAdv0ByZARx3wCObNmAI1s2QF1/NQaXrwWiGEg6iPuHUF+8HPUlKxHVet1cpMQ8mXr7aM717odWMeY9/yXYetUnsfDK30bPvAVo7diG3sFV2XiMM6WoKBdiVyYv01shoklD7u94ULUYuC5Am7W+fCxR+GDyi8CWASEQcnaGmxwjtysTmgnzSJGJDWPmxhikqiBwohUO2OgtnZHCI+uOSTosI5ZL5UeWkxATZe79PuzOypm0tCUiR9CwVmE4AXqgXuoTvxHd8QIz8nPLw8USiuJV09S4ibIAJYjaJp9Y1+4PXP+TvFXLCA4p5EXWJkH17HKelUmSbyP1wki4JTJpRee3+Z5p49z34zRjfROxl4Mg6twx2VJuyfLFeEbnWOOGfhNjQMWeCkVjWyYolgE2VbZPdZwSS88pWDKjd4iDA7rXoTRQqFAyvSgbgXu/I0/bY+gZ0dKacj8aiQaQg0SsrIIkr9d9gcnhgNPC8Kul8jsApHz/8muCzhEhKyO7vM+pYCLFpGpeKhM3p2UHbL+3TFazD4Fc85OojU7cQrXPKViAQ6iadvtInGA0yuDvts72pQ0biJLunxc2IiuVQ4fF/YRnSPn7faWoNMCrTGdkhR+BRriSREBsqjC8+gwMrzwjO38KjGzbiB0//wEOb7kPB+69DfVFK9DYux2Dy9di7+03Ysv3v4LBVesw5+xnomd4jndCBPNlQMC2MrjmdOz/5c+w73+uh9IRDv1mPXpXrMpdM7cxUd6q903ripPprRB1pStd6UpXujJNpb5gGZZf9hY0D+5B68Bu9C1ajh03fg/777kVUa0P9UXLcfC+9dj/m5ux8jXvRG3Owkd0ngUvfAV23/ADtHbvRGvfbhz45UIMnXnuUb6arkxrhci5etsdPtIhyHKsIZO1wFo3mZBuGYSBFLKiybqWrqEe8iD7IkEQIlU7LlHqcX0NTJTC6LyV7jptt9gdGUgschCJJKtB4C8UyGSXlR+BtWC0hzgF2Q7tprzf/n67j3hB5bCSVxIyQxawQIyUHwAPvmXpLVEUXCelIvG7kQs+GFiX1uKX5GafnyOCRlrDmNFAGfQxSeECPpYk5XUdFmikNo7LZhfrFbnkt4kJ7l0XsmcSpjgpfn6FEqCOSuwIhfl1At2RFjK1oDsALDokkaGISfC2CU6YnO1PU5VfJi+/BAew+EiRGLs8ftqirjdGZJBROY8wz4jGL3Go7FJ07hiZvJPmFb4WR4onl3wIZIjQn5j201IRXFDHsi+AQ4baXBIy1GfLqOcw+iqHMGohL3LVbxE/yZaHoh5O+zGiM+JkixJpW6TIWL4TURRSL51QJJfFyjg3PloinmnwTomxT2E9ckv7kvRPyFQB16fWPwu1/sxVfuEFl2HB+S/E6O6H0di9FZX6EPbe8TNs/s5VWP36d/P5+DwCIZUzIgBUB4YxfNaFOHzPJzDrwmdjz39ei94lJ6I6f35WgdDqSRB1ptpr97Eg01oh6kpXutKVrnTlsSZKa/TNXYy+eYsxc+05WPjMK2DSsfgO40tt3kIsetkb8fA3r4KuVrHrB9/Cote9+Sj1uCvANFeIaK09WOsXrpHZj1mhxDYH/mort95PFhwhC4S+SCu6gGujJDeD0Saq4Drgp14wBuzGH1yPQBNS7RAFCnJGHk9SctwpRpOstcyICvJ9TvPWJqVI8K/90UjZ9fnWNlGjiIuk2vkOFPKd2Ii2/WcCSfH5HQKhuMHgLhJSIlAKKFWKDMlxIhG+DM0Sdl6JRwlbnW1w1D0tzidThDiXfeINGRfgERom0W4MW+4QBXvUXtDHgIhZhOQBzrX3UXi0AICypnUaWTSAUIKIEDd7mqrXndha9yJ4aSoGasroWh4NAUIEgVOICNQgnQD/QqIS/pxUApSyaD9FDOACGVYMp2Xh3yQCx37+HipI49EOIv7e8vuWlYmAQ9JUI7GIDbvK22ciXeh9d3xyyad9laSCw7qKVio81SyHiAJFDtdGEdm/Ke3HYZsgtmmvJyFuEd9P5SYJCjlAAW1LiNTS09CXMrqhnwSWwmXkEEr/PNRY0dwkvhlG1I1SBSBmdDQg9nt94fdd/K4MUF98IobPuRC7/vPbaO/bi5H77kF95ZO8OWgS72iXQxTItHa770pXutKVrnSlK076V56E+Ze/CgDw8Of/pZtS5yjKYwohykf0y9ctC9aXQ0GIu0Dr1NLtki1HwU8wboPdnP0okQCjT3xeD3WANpnJR+dL81ZsEMQvBhJ5ffZ80RjRk0s5V+QFRsEBA0TD5JEmry/lJ0PwDByHIo+ksIXD3lkIzqftj+x9xp5r3kMP+Ft5REzWK+IDqYLfDBwa419L4OIujS+5La16fyelQCFrk6g9NCY7PjpljxT8I+aAWJTHxbVSjmMCBdXRjm/FbvwOGQIydCnwSJG3kdAIGfxtIvOvJEIo46W9EQ+SAvlVCAVy50ltslrmy/DDyLdRhAzJ/vJ7kBQfk0uQW2ZoyzY9LiNb+OLyGBntZM/bPw8AKKMc6if4Pka+j/RctUP4lIj3RTwchwxZLzO7rZXh1EB0GxMOqmhRoAkQEU1aQSOpBEEcq9b9q+q5xM7syQJzUfoQQowO22ffsGXbvjypjmDsnMDvQVu8Qz66Cm9eQwGaUyb+u0aJkeUULzlKBe+5RIY4PJ0XRw0Q77iYV+R8ydMaHWs3a7PmozpvPpAabL/mKzj0q19g8MxzcsdORB4LcYGmWroIUVe60pWudKUrjzGpr3wSAGDP9d+f/MEGmTY81f+muUxrhKgsZgRMgXFeYq37JWvEFOCNOQUliJF/d9j6IHOPziv4LGQppI63Qu0EKUEkJ4V4EAWWh0wAW4QUBRGhSxCjMBaPx7EpigUzQaHo2iGHyBaEUEUFFjZRJNiaNuIaDN9jCT7QBQbcL99yVvkffa4QlCpGf6SJT6cb554o466LY7/QOKHnKMagf0F8/2i/4Bawx5qHOjHvJtLQbecCqCwyROlAUoocHSHkENH10f4ov82xsYwKeFulYvuho9QhQwJ5ImSIeVaeBZ5WgKQS/sbICT1jiXYZb4yZ/FhyFr/JHesjRhwxebxnzePYuPQs4t5QE1ErC+QZzDMeAs0xijj/Rr5NPyYVc5ZoTPE7m+90Yk+kKR6Rh9YZQhvtsovkFpGkRgW8ItOp4AiqHLMotp0k7lBcEDRtRnU0V5eQIm3LUfuQ2togtWQ6Q2Ulj7YS6uliXWWlhgcgSqRdIDkkhAgXIeP8HSKOn5hHlRkDGaLo+oJjmvNiFRxSOeYSkQzc2LEd9w4AANJmE83ND6G2aOmkEKKuhDKtFaKudGUqZes9P8bhPQ+hPmMRFjzpQmgbTK4rXelKV6abNHc8jHhoBuqrT8bo5k2ZQjQJ6S6ZhTKtFSJnLeX3qyL0rcQSKEJF+LeSSKeMGPFavztYgA9w3CK7HXm/EyihVBayn01FQmOshUzJH2ld39fy6YTslZS3GMu8z/xj3b0QqEvBera4rDzKUiLOw8ceq6XFk7eSVOohJTKGDyFFFOvHQ4qYMxQ8BO86chfhkwrGvg5jDLbdewPajYM4tGcjNv/m+zjx7Cswd+VTw1xX8lh577w+Sq8ymYNvLE5BwCWyxxZFvaaI11pn0ZD5GOIM0ZjzUJ/AGmZkiJBNe7/JJPbRT4FcBiL4Qkq7iMmU/JMs/jTNt6+YVJHNAWnFR3ts+yJOD4t33xkZSvO/cVwgAjCY10Xvo3IxwcpmSDnfpB7ixAiRvffUvk3XowRClHEUXTuAQ80MR6y3Tcbuuo2YtxxIrXPHMifSNqK08SLh22umqNaCW0QiEaOsbpYTLUCGVL7U3peX2mGkSBwT2f6MaAMCgOhRU2Ru8pxklJB5cbYexkDHrQS/AxyHKODSSa5nAafIIUMm95uWaKT2nh+/5+IZiw7wkK+4X40Gdv/X9zF8zoVIRg7DtFqF19mVyckTi0M01YOlJLPz40VKPxbHSI5lIDGlFJ586Xuw8KSL0VOfCQA4uHMD7r/xy9jz4K1IOs1jd3IrUWOKB+gU5z9ixWqqZIpPN+WB7qZ4fhntVMavdBSl1jeGB8njQCKZLmgS0j64H6ObN2LGmec98g6Y4/Bvmsu0RohYYy5Cg8oQIapSsM4rj2UrXkSflZZXGvtRb602jzzC4cxnQkdMpsonKis7ygEaZMkRn8MeSgZHBMV/h54ytq5AirTMDVYkAhlyiIZxnip8QoeoGJPi8O6HoJRGfc7SHMqSxu6+cX4zGSWWgw65a+BYSNR/ne+UEQgKW15eFOGxuEPt1hFsue967NpyG2AMTnvW21Hp6Xcdz/GLsn86irH0tOfzfdj4q29hxz03YM/GW7NDcd+AowAAIABJREFUohhD81ejd+ZCVPuGUBkYxt4Nt+LQtvuw6pK3oD5jATd/4OF7sPeh9egdmo/5a54G1TLoNEdQ6e3P9dn1J9sXNUwBjyuPuNmQMS7qdcfFoIlswllGGDzOUFbBQ81om9GjPKJAKA9zTziSu2feOpKUPcY2z8fm21DaILJRtBMPCcqaojg3tg0bbTqthohvwEGT+/3IzyXvkOMU5a16P6mxkh6hEpQUUEo2tunvvOUf9dhkwDKze+r6KD2oGZmh5+jFPzMR3PwCMDeS+85cNCYb2UI5DhGjaHkEw4gLNQboqXQw2qlwn/qVgVYmQHmqFv7siQoCAgkhnpHkFEUqxeFGD2p9LTR1poilzYj7//+z997hlhzlnf+nOpxwz81h7r0zd3JUTigLRYIRImMbMNE2DoBxwDZre3e9a8zP/tlm7TU2BrwEA16SCAYsAQZLAgkBQggFNIojTc5z79x4QnfX/tFV1dXV54xGSKARnPd5Zup2nw5V3VXV7/ut7/u+QBbVWiPsGpWBjhyi4/kou8ipQWRd7pflQdYJGdIR1jMvs2z8ST9VijIvMxtjJjdHJXHEgW9eT9/ak6iu20Bz/17K48vx/RJeqUK8uNiNPP0kyAmtEEV9eg1L7bAGabugibn9WnSgvxjs5KlmH1ZnNeTm/EdEZ2FOz1HnyvxkZwKrmeUFq67ukplDsM2WwfKKA7QJRuYqRnoitWD+YkLD/HJR0mjQOHqQxsx+Zrbfw9GdWyn3jdA7toa+4VWEPQPU5w4yd/BRFo/sprl4lHLvEHGrQe/Yagae/QqQYcdn34nEnZFlpflbf7h1O91gaHrba4nOSp81d0uZsOvBG9lxz3VmX7k2jCiVkb6wSI6WYmCl9sjmIsHyLVcgEkljcZr5w9tp1eeZ2X0vM7vv1QeZxiaNurlGffYQ93/9/ZT7Rjn44LfZeceX8LyAuFXnpOe+hb5la4vLlo9DjuX+rzJ3GNJ9okP6O3B/miVb7dMTsbNkJq0lJCDftw2On19i6WSYpE4m7lpE+1KPv7gEcSjTvuEcoxWHLIGvfgD6MEEusXOb0lTV7M/q18lJw+zWyr7a49mDQbejnaHQgbhrxPkmmqVVZ26QgfU6XDf+OP8+TaiQwI5CmL9uht5pxTXdH8XpRX1Pmr918MaG8KnLwLTPTRR7PK77WhE61rFBKe20ulm6TNz3pt30bT3M6Tfu/JLrE+5yWTtj2irtcBwFZdsx+IoJsLMxlNEvjEWnrpsdsO/W65jbuZXpe77L6DMuo7p6Hc3DB0mW6lRGxpn+wbexU848lgi7XV0xckIrRF158mTpyD4O3X8rM4/eQ7Q0R7l/lMrAMvomN7Dq/JfQnJ1m4dB2ju69n1Z9nnLfCAOTm1h+6lWUaoP45Spx1GTPnV/hwa9/kAUxQM/YKsJqH0Gtl7BngLB/GJnENOePAumHVgiVB04IRKK2EwmxZOHgdmKRUO4fJaz2UuodekJtPLJvK1u/9UEAPC9gfN2FjK48k9rIKjPBH9ezmjvI/JEdHNx+O0f3PwDA8pOvYuWZzyOJWhzZdTdhtY/D23+AF5QYXnsmvWNrSOKY1sIMcatObXiKsNJHqWeAuf0P45V6CKv9lHtHnlAbu9KVrvzsyYE7b2Tk9EuY3/kg+2++jvCuIfo2nsrOT/wzEz/3Mup7d5FEEcLvftKfiJzQT0/0pWtZ0oHWyWy/zGLqFJxPnxEL0KQ8g/Loa+QtYBcpEi2B5yxRFcxMkyPEsgZ1lTSM7lo0BrLPlwgMQdBA5C5SZCFDkEK0woJwk6jJgR/ezPzebTSOHiSJGgyfdD7rX/DrVPpGEZ6XW0qoVfqoLVuFt+mZ+eZZFpQfllh19gvo9eZ5+N47WTy8m9n6HK36PM35aaRMkEmEX6pazZMaHlCPSf0tBJXBZYgwJFqapzk3zdDGs1h+wTV4QamIEIUWIbmVIkH12YPU5w+xOHeAHXf/u34xnPOC/0apOpBfetLXcT2BhUJVEknUXGL7D69n3yO35g4ZnjqdPfd+naktVxEEJcZWnw3AwMQm84xaC3Pc8Zn/QVDuJWoscPrVb6NnYCL9rT7H4sw++sfXc3jnXey+66vUZw+Y65/x8v9OqTYAQGN+msXp3fSOr8Hv6cu9C1fake9FEzyL7iTcoI6670dWHzNIqF6a04iCKjUhVI8HXxaQocIYMilY7G2ZP8dpiEl2alnOMpAkJWmO0e/PpNnQrtbO6oxIrKUiO2KfVbYNz6B/d5fGXOKyvr+FFHnOpCPtuQA6unW3RSVcBENPLwZxEyQF1/z8+9NLSjrRr1la9qw51YEJEh28UZOtdfqPRLDkkAaXvJCFOEGqRLAFpEi/szakah200XN4ZTbKVArTl6qny6afPvSmijsRWUEc7fYlsYW+6FLP/Q4SXEjDY6M9DvpYQD/1uJEgzdykxoiZi/NIkR2o1PRD9/oFxFJy0ovext57vk5jen/6kx8wcuYlHLr9BvZ/9XOUR8eZ+fY3GH7mlRyXPE3iAv2k5YRWiLryo8nioV08csPHqA5PMLLlPEqDY1SGliHUhPJE15rLtSHGN19sxW9JFZ3G4gxeEBLU1Ic8Hyg3Bx+bmEWqB0aNJXbddC1b/+9fsu75b6TH4uPYIpOE3ffdyJ77byQIq1T6xpjZdx8Ap175W/SNrD5u2NiWfdtu5eEffBaAUnWQgbH1eH7Akb1bmTv0KBsveDV+0NkNPyjXGFxxMo35IwghCMKq+S2s9DEw2U99/jAP3/wxACr9yxhaeQpBpZew0qeewSJ3X/vn+OUeKgPL2Hj1b+AFJWa2/5CekeWEfU8MQetKV7ry9JSekeWsee5rmd99EQ/923toTh/koQ/+JRPP+3mSKGJp1yNM3/YNmtMHGbn02U91dZ+2ckIrRL39dQArzHy+BCtImGOxunyFJEqTXkJmORlr2eHeGFKpsipoCWvBOF/HjNSpf9fQDdmH2RcQC8vFPM8hcq2HJMSCgPLHZNyb/P1FJJl/6F7mtt/H0ft/wIpnvpihTeeYdkmrioUEo9KqaxtkqHCs4qlIy4ISCCpqycvmjdh11mhBEoosgaG28MMqq57/Gnbf+FmO7rqX8sQkzdkj1PfvojFzkMbhA9Sn91Of2U/P4CQnP/936Kmk3mD7HryFAw99h3u/8T4mNl7M1JlXpyRxneQyTt2MpZQc3nU3czO7WFo4RLVnmErvKPVawsM/+BzV2ihbznsttf4JVWEBZ6RBFYUQSONWrd5f6JlHlMQxQngsHd3HhoteTalngJxISblnkLUX/iI9g5P0jEyl17S6qV+qMrL+HOYPPEp9Zj8Pffn9jJ50MY/e8FFq42vYcM1v4gVtPH1kStaFtKv5FkKkydaGX2KhQgV+kS4NOql/zyNFBDLbp/unQUrz4yRDirJ9BS5G6GjoxlL2FEKEUap1e4STrkFfwbeSZ5pHK45dulwiC8zKOGcOb8TwPCykSPNgzLFuSh49jbj1sMRwhtw0DraLPgpk1clhTeDXPGJkiNh6ntPtS4QVFkHtc5DTxHCL0rLeLPa7hh+yJGIzzqul9OG7XCIPaf7WyFC7wI9pu9KyEkSIUOaOaarloAU9J1nTM1iRGCILIVJzuAmAapLk6m3rBpJ8wFG3v+rNNgR7g9TrfqlIbsfiEHkueqSJ7SIPI5okzxH0jW/gtDf/NYfuvZW9N3yWfdd/2hy36lW/ydzD97L9n/+W45Euh6goJ7RC1JXjk7hRZ/q2m5i59/sMbj6Lza/6Q8KevsJAfrqI8AOWDu5m2+feS21iDeWBUWoTaxjbeB6VwXFKfi09UMHTExsvZmLjxbQaC2z9z/fiBSVWnFa0kg7uuJ1dW7/GshVnMTp5KvXFafZt/w6Mj/KMZ72dSi3P74mjBguz+1iY28fi0b0szO5l8eheolYdzw+oDkzQMziJEIKZvffTXDxKWO5lZOXp7dslPMbWn6c22v0uWHPJK5jeeQ/bb/4U8/u2sXhoJ8vPfT5L03vZ+um/orZsFb1Tmxg56fwf/QF3pStdedqK8HxGzryE3jWb2Xfzl5h78G68coXp22+hPLGciat/nt3XfvixL/Q0/T78OOWEVohGe+eBzGqIlNkkrTDy+jeNIsXGdTePGEWxT6QQojhSx0Q6wJfS7vW6eaRMABUALBc4rUMnMkEdbfdjkf0mYiyLw0GGlJgEj/a5ymow7bESUUbzcxy56WvM/uC7VFasZuUrf43S0AhE0MLyqNBWpa6rE+hP2ADYsZAhda30ecjMK84BxzohAcajLLCt2qz9UiYs7H2Evo2nceSB2xk+82LGL/q5tK4WRyrSAQrVNTQq4Ae9bLrq19j61X/Ar9aY2HhxWr0YRCtmzwM3seGUFzG8bIuxxsYnz2L/I5/GSwQLh3cyfehB5qZ3sjC3j2Z9lp6+ZfT0T1Lrn2B48mR6+icJe/qIowbzc3tZnNkLwMS6i/CCMg/c+hEe/NbH2HjhqxGeVwh0WXgX9iMSqdI0tOZ0wmof04/eRbl/hAM//CZ+qULY08/0Q3eAHzBy8vnM3Pd9ZKvJ8CkXZBwTP5/WxeXc2IiRyy8yXlEaOTLelvnlTRmLjF/kIEUGPWsTMqOA8Lpu/uTPkSJFp5JAmrpqnopOX2LyFqtTTeiKFlmARCdtSycukf2OhMs1s3hNAInzBqWfVcJ0+8cR5a2ADOm667HqcF5S33L1p/Ey0883z/8xTbCQFRcVM3U3SJyeG/WcW6xzM/RpEBQQoWqYR4ogS+paQIYcy6AWZp3XcybbehDk9i+qhgsr3QeAjD2TkkR3/HZcIVv0vJZL2OoClw4yZFNBi4m61RzfcpAifbE4KfKLjCjOl0q0q4Orer41HgVU+8ZY/YI3IJOY+txB6gf2UD+0h5nvf9u9YFeOUx5TIRJCrAQ+AkyQvqn3Syn/txDiHcCL1L4DwOullHuEEB7wYWAD8EYp5Q+FEJcDNwAvlFJ+UV33S8DfSClvfNJb9VMmUkqiuTmi6Wmiw0eYv/dumgf3E80epf/0c1jz1j8mrPYViKVPNzly163UD+xm/pGtzPzwu6x52a8/7muUevrZfNWvs/Wr/0hUX2Biy6WUKPPQnZ+lXB1iaGxz7vhKdZCR8VO44+Z3Uyr3MTCynmUrzqLWP0GlNoLwfCuMgfrgAH5Qpn90Lf2ja3PXO+2qt/LDm97LgW3fZXzDBT/ScwDoHV9L70R67dGTL2Zu9wMsHN7JxDnPpXfVRlqLc+z88scIewfxSlUGN5zxI9+rK13pytNXhOdTHp2gPDpBf5A6fGx95+899nldhKggx4MQRcDbpJTfF0L0AbcLIf4D+Gsp5X8DEEK8FfjvwG8AzwG+A/wB8BfAL6vr7AL+BPji8VZuqpa6b5u4FsZ7wTNokd4XKUum0/5GHJg4Gk1VtiKnbCn1XiEOdqyVbJ332HUWKAstbiIq5XSfTF3OJZKk2eDwF/6NeH4eUSoRjo0CUH/0URrbHgHfxyuXEKX0n4wi4ulpRKlMMDxEMDREdfNGBp59BX5vH2FfylWJ43SNGSxUQG87sTc00lKIwWHta4cMpful+medYwWLyx3sJKy0eUMGjbB6YP+pZxPHDZJGg1W/+BuUJ6ayjCVBin6AZYWZtBSqnWoJrdI3wknPeRN77vgKd37+nZSrg8gk5sxnvkU9m7yHxeo1l9E3VIz4KiWKN5PDcQrb0nLp97yAdWe/lK03vZ/hlacRlmv5M9oslWlx451kXkEe/Su30Ld6i/lZJ7ptzc+w48sfZeSNqUKkAzOaNjjcIRsx0vFaXD6Xub9BivR2drxJMaH5Kr5TaROILkOOTDqR4PhY/TEqgGAgkQ4Jv5DWx0GKEml5nrmvrUOZeZ0W6+KiSBmQk128U/DG3HY73lBcRIYM+mAjQpBLdWO4el7uVHOyiS2kL2YCN1qJYTXvyalfoudC04hivSPp05KBhfypQ9V2OcgCND4WMtQTpMhQb5DdyEWIFqNSbr/vIES6va16QBLraI3OGH2sYL/2fv0sTGqlfGl4bdYxidM/NVLlNTVSJE0pTBA5h6emJjodd02qec3TXnxB5szs9uFOmXS6cnzymAqRlHIvsFf9PSeE2AqskFLeax1WI+tKPqqPkB/+dwKhEOLZUsr/eDIq/1RJXF9CRhFBb5/ZJ6UkOjpNY+8eZr5zM0uPPETPhk3IJCGqVpAvehn+QC/TX/4y8cICfeeeS9xsEB08CELQf/FFVH/ldSAlcauJbDZJmk1EEBAMDeKHqXJlSKwa0v8pik7qV6qMnn+cbqOPIZW+UTZc+CoaCzNEc9P09UymXmLHyv32JEltcDkjq85kxw++xLrzfsFEAT9emT+4g9k9D+CXyoxuvgBRKnq3BdVeznzjX7M0vZeFfdufrKp3pStd+VkQSbbe3BUjj4tDJIRYA5xFigAhhHgn8FrgKHCFOuwrwMfU/l9zLvHn6t9xKUSeQ7iwrQod8yPqsFDvxsJot8/ExFDxLoyBqDlGJXVcLBAxNHbvZvq661h65BGE7xGOLWP8la9h/s7vc/RbtwCS8sRyaiefyopX/TJHv/8dpm++gaivl5l/+xyj17yYudtuY+Uf/BeC3r7MK8SxBr1KT2bZWOvU1qFtLc1OYixIjdRopEhHh26Bp/g9mo9j4mjI/DsQiSAqCeKyKCZzdZNWHmMJr2BF++2Pyw6AWNffSZCq+SSe9vTQ+33wK0OU+oeQTUmElUrCinqdhJ7hNxkRtEEWVDudJTT3/SFg6vTnsvXG93PP195NbXiKnsFJasNT1EamEI4XSRw12fWD6xG+z/zB7TQXphlYeTJ7vn8LzaVZlp9/Tb5qho/gUxuaojY4ZaWfsCxPMoTGcNwM6kSW1NQh4LgpZjDn6mvJ7G/dTzXSoJ+Fsdo1QiQMLyUIXYKOOsftFOUIT/gQx9nc7ZBBsphhqrQS4Bb6susRp6Ndu6k77O+Ew/lyvb6y2E12v8iX5lK++uc8XwkZh8f9zeX4WHwvN+lv5tlH7mTN6zJ93AJItZeZe24h71wbaFNKkb5X7e2m0HjN51xqhea4IsrvzME6LpGVENbEMVKVc68RG36Tmrs0YlSJssSw6hOn7cZIPchgyTEshfUv/0iK48F5N3kOpjMnOCiX19KwUpZg14xXjXKqiOLSiRjvKcTWb0pigwLm6/g4ba+uOHLcCpEQohf4DPA7UspZACnlnwB/IoT4I+AtwJ9KKSPgFe2uIaX8phACIcQzj+eefa0075MeCDZhWg+KlibNqXO0gqQHS6QGZyR9GkmAh6SlZhU9OHw1CzRVqvqWWl9IVNyepNVk4cabiR64n/UXXkzPr/4awvPZ/d5/RH7qXxkcn2DtW95KaWxZLpfNxDOvZG58nODO22D/fpLPfYIt17yQgeHUXVw6JM88PO4QQLVosp7+KFrh+vXfJvigA/Vmof3zpRdmHw3fXV5zFCISGOwJ0liHVYHfkIXs9q5CZMcr0vVK2kzwxxSZfvREYi3/dErzYVyzpWmTCZgWy9yxAAN9bVzZhYKmWxTeT2LeUweFCICQZS99G7OHttFcnGFp9hAL22+gubvMuvN+Hq9cMec25ufYP7cNgPGRMcYufh7C8yjPbWdyzToGayqXk4yRcWTQQnuJTb+nwWo2pJvz0zQW56kOTyJKIa3FWerTB6mOrcDrqWSvVMP7rnLhkq3NtsyW15xgpoW8aNq920tMhYMOsKZ0OnsiBCMiTAPvqY+EDnXgq4+Dpz8Iuk9YfdzrlPbGVYi0tqWPy1cqL867ttPiuEtmbp8equgB6VzL/ruTQqS37Xeiu58bLsEZb5ocn1jvzIRNcJbkzHsrRCEsfmlHhA9epsSE6gGGqgL6jHISESorLFCs7bJavwvVdmgUouL9tUIUKovIj1PEtJSkZU2m+yNNcMejKTSZWjU60POmUoickCsAwyXnc2iMwA7bRqHO+mGgnnmgnrnO2xeU1bzT1NZFli7INmAA4rL67pTVt6ysvn96O7CMdWe528yxxyNdgKggx6UQCSFCUmXoX6WUn21zyP8F/h340+O43DtJuUSPSQE+7C8B2SDJeEG+UZI0H0grQoZLpFTnWPXUVuzTVF9orRB5qtNW1Fr3kho8S2qgLR5cZPoT17P0g/vofcbZDL7h1cxXaswjiaYPsnvvHgafdRXT/34d0bOuIkiaeGrNWERq4KzexMiaDbTuuJ1wbIzWyjUcWlQRuF2r0P64tEEd0h1q053kY2EUEM9ReMygcT0dtIUpCvNiliPK8VQTSYqYHWpFWQ4lVxFSHBZtubrIURLk/253TNvB6njiuHmsvA6KkReBH+UVIVtBikOY1u/EmvcLOYwMOpBHxIofryy+kOxbDX2rqYxDWUp2fe+LfPPzf8/Ks59PWOlTSrFg6NzXMHdwG/Mz+zl02w3UZ/bTmDvMfHgba8dPBuDhL/8fZnfeR//KLYyfcQW94+sQQrDjpk8ikaw8/8Uw2MuBmQUe/vqHmd1zv2nL2GmXcvCHN1MbX01UX2DTL/0hQmWJdXkP7iTr8r2kTxaTyVKS0nPyvAgT3TqR5oX5qmN2Qoq0JLGHh+RQqUmsb674fp6qu7aaXbqMn1gKc5s+nCtdAyGW2TjroBdIpw8cCyGSljJzsNFqq+y4SJB7PxMR24pZ5imHLDPOHB6Lu232hzLv0QoZB8xVcF2kCLLx4AfsT5p4Ormr8iTznCzupTA2ClApSI8pKQJbSSlRptSKEbLIIVJK1ZyqwIIqW8qKC1V/aiU+DaUhN0k7daxfVKznfqVYL+VR5QMNDbdl4ipAhf4TQZCGzCNY0qVS/pcSp1Tta8RZbCIT6yot4x5V54rKHVdR37JSpiBFmkGhFKPYGbtd+dHkeLzMBPABYKuU8n9Z+zdKKR9Umy8E7jueG0opv6o81JY/1rH1OKTit2jGASU/IpEenkhISBEiDavaZZR4BF5CLD18kRAnHr6XlvrvMIhpRT61UpOFZolaqcFCs0xPqcViM6RciljYv8T+v/gAPeefwdS7/gue14toCRI/wWt6iOEaQggae3YjwhARKnhYqElUw68SgqDMwFnnpsoE6cSrE8bKIB2MSQAiEshApsHEBOpvhYzoMnEsT31DqQqR7YpVdm1dJmWJ1xDZ/gr4dYh60joEC9CqQbgArR4IFyGqpoNcnxMpYCOupEhJYF3ftN10krT9uiz83raDpMdL33pOqkSov730Oej6m7IK/lJxf1QFGQiCJUmrKgiXJK0eQbgoiXqyScZvSJKSwGumJTKFp5NQ4LUkiS/Sj6Vuj6ffR5qfLSvVb7HbDsGK815Aeeut7L7rq8TNJTUmEuJmnbWXvpLRjeel71dCLCOQEpnEzO1+gNbCDMtOv4xy/yg7bvokXlihb8VGDj3wHWpjq9l2w0eZePFvAjC7536E8AhrAzTnp2ktzkGSsHR4L54fIFoq2YSf9SlTT2dbvxOzPwHctiUC6ck0ibFO7WFty1jRwD1JEnl4QZIqPH7SdhwnUuD5CcQqHEY5Jm74UI1hyScpJ3gNj7ia4C95xFWJvyRyfV4K3e/Ba6TJYv2mVYbpslpSSpULXcaldInci9KI6l6UvXudIFi3PfEzUnTWH5xSH2tZ8V7s7BdqjLfp9/Z98IBELXO3UiVWzx92G3KlOk633WumfTspSTx1bT33EAkIsveWe5/q/WVzjgVxCYhbPn4Y02oGhKXIlPVmSJx49JSa1KOAShBRj0IqQYulKKQatFiMQnqsspn4eEJS8mKaiU/Ji4mkRyASWolP6MX4niROhDWPp2VvuYEnJEuNkHKlSaNewq9GxEsB9MSw6JNUErx61m+SoC0IVpzT7flMjwVrrjePxp0bTL+xEky3YmTotykTZOjhtRKS0DPzkd9MiEteisoLkb7LlpqfdB+Ijx8l6nqZFeV49MmLgdcAdwshfqD2/THwK0KIzaTf+O2kHmbHK+8E/u14DqzHIYFIaMaBmigzbaDTerRGifQSW5xk59hKEUCt1FRlg8VWiZ5Si7mlEgff9zl6LzqN4V+8irgewFJqWZFAUkoQBIy96ZdZvP0ulr/99/B7e8092kXJFXH6t548RayOi9T+SO2PRBYxO1IfGXWMKd0VB2sku94wcTlfJuV01Jr9lcwyjmrpPVq1dBJt9aRlVE3rHZdJP9RlDFoTWdc3bbLr1mkJ4Fii2+CiRvY+z6p/lJZelCpFXsvarmQIQVRNUbRWNf3ItXpE2q6qB/UMmtZWF6iPY6L4F9LyqnKXTsyyYXZuITaJD0IKxk6+iGVb8l5tM3vv49FbPk1Y7aN/xSaCai9SJiwd2cvRnVsp9Q4xsuV8hjY+g6BcZWTL+czveoiFA4+y7orXMrjyVO75zF+wcHAHQWWSqbOvplQbZHD9mTTmjtBsLTDz8B0kzToTF1yD5wfp3K76YzQ3iz/Qn1M4zUc5yN6J3o8+11WK9Ec0UB9R+6MKRlFKIg+vFKdKURAbNMAubaUIwLeVosVUKRKRIK4meC1BXJWIllKKFHoSl5XCUAaSVCEQuoxTpchLUsVBxFkJkARpYuIkyL97Fx2yP0AdUSIHEU3a9e0OaGnhPpZB5Fl8OukpJUgpR1IrSSoPoFQxqjQS6DUFMpTZnKTmGyIBSoE3Sq3u1okzkNsoRQCtZmBKXyE3i80SlVKLehRQ8mPqUUjoxyxFIaEXsxiFlHxVKqSoqRqtS70SoKkSvkKwsnm8aY6pllvUm0GqFDXCVCmqK6VoqagU6ea0UxSOqRS5ee7azg3S6jfWfN2Ki6VWinwfr5UQl/2CUgRKwS2nSlFcUkpRSDFfYyfp5jIryPF4md2M841Tct3x3kTFGrrR2v5Ch2vmxCyHqeUvd7KEItEuC9SYV4ZiKUxwsIoKHFYN0nLXx7/Dgx+/g+GzV7Hh1y4h3tXA2Dj5AAAgAElEQVSktecQK97+SkQQ0bCIgyYMfiwor52iMrUy3a8JnO0aoiwI1zPMuNDqb6y9BGUGlcgdc6ynZgaigU/1soXar/kB0tGaZAbFC+0mqidavYxgEVTjEkRRNlHbAR4fq45ZZTuU7mH2ElqbpQaARKFWrht57mOh6RsmFIF+jxCVBa2qard+R1Z93KUWk6jW5RBZE2En4rWGyY3Sq645sGILp778vzC750Hm9z9CfWY/CEHP2CrGz7iSyuCyrN0ShPDoX7GJ/hWb8OKUj7Dy3Bey586vMXTOq1h+ylXpsyAN4Fbxxpg6/8Uc3bWVpYN7eODTf8uqy3+R6shyZh65h+3//kE2vPr3qYwtz0jWTr+0lduMPCrzx+pnEFsfSnWYmX/1crZaxtQ8I22kGElAIBGexNODRivgugs380vjmT5aVEw7LZHpcAImYKlfPKaQXsflvgnrnRc+iNa5nrOtj+9kMDjX0oqe18xI47qfm+US/WycpZ3EpsoZI1JtO2EMzLvS/dQjWz6zx6wkC2TbQWRCIbVSHDrzs+9wP33PIlqnJ+nvgeYbVdT8red1W4lyuUi6XzbUts7KZNzUhYfUyr+zxNqRTE22v0B+78CRzBxQLKUo0hOXukSrHZkNQD/nJEvv0S4xcVd+ZPmZW3GM5us89LEbiOYaiGaTFc8/hW2fuZvL3vsyHvziA9zyqg8BsP5PXoIIjj3Qu9KVJ1OE5zMwtYWBlSrekHBn3mPL0KrTmJt+kAdv/BCrznkh1YFl6XWkZPf3rmffXV9PL+eHyLhlJtNdX/8kALu/9ikmL38JldWrn8RWdaUrXTkRpbtkVpQTWiHSMGkBTm9DuOuEGGkX0JIfUwla7PjKbbT2HGHy8g3c/df/ycFbt/HMP7uM5esr1H7tbKoVycCVZ1BdPsjRehaCvqktXq2lZ1HQckWhhEJSR41CGAvOsQJtNKQY9DD/jGyLMlGeDBmpUhNfZa7qmVuu9Qy1Ja/Ta2iyqrFCFaISpTBtbJFWO36wOyA6rntrW3GQo2MRzc3ymSbw6oCNenkissnU2T5Il0viCkTNPEIkIgoedm4CUxc1sBEB1/MuexYify03l8fjEOG8P4FgzfkvZ/G2/2TrV94NEsJqP5WBZSypFCOrL3o5C4d2MXHGFZQGxiCGkS3nceDOm0iaDR759D8ydfUvMbDpjCxZpkvsByswoQVbgfEU055BJmgf6XJh+mP64BLj+JAf3zoMBqSkap+EWN1RqEHj6SVgxyJPDKSRVdiQqwueme1LGefRIsiQRS1uwESdQNndl9vWbvfu71lVOyJEOtimIVJH+b9z7XPSmrRNqWP6tJ4v1dwR6v6p3l9i9WPX86LlQew95lhO2iBE2kVfqhBbsZ6vFdIXSY9I/a0RoED1mx4HGQpUw0vqQTSVN3FaVadUfayu6tzSLv3CJ44S4iDBW1Joo5NAuF3KDv1sOqGCnZbUpSfQqTnMtNhSL7Khx1An8c1SYTuHjq786HJCK0RPhrRmFpi94xHiI3OIZp09X7qLZ7zz+QydMsGay1bSWmiybE0VAL/kc/KvnseRevUprnVXuvKjiecHTJ5yBRObLyFqLPLgLR+lOjhO38Q65vZvY2zzhYxtzn/Al1/0AnrGV7Pv9q8g44idX/wXam96B15Ye0rb0pWudOXHJJZS3JVMTmiF6OBCSlR214M9pNGQqyoZoCbZ6fQccSJ49O/+nUNfvYv+czfSs3qYUtVj7Rsvo+/k5UQSSoM1/MEa84rLYCwNxyLxvcQkoDTuxiYUvK6bXhvWFgdZUDpfoRXOurVnJeFMr4G6tsUx6bB+7QJT0sMsjLuBzLRIN7aRg3g4B3f+jbQ9Ojp+gbPjxEMy8YgsjoVrPT/W2rtypDN/21V0o+ZppEy/I89rcz1d9zjlRMWVbBtStMAE8nPj18jsmPT3/P1sa9rlhxlpR9z0nGfdCWHTx1s8nlw/ESArIX5lgM3XvAWAo3sfZP6HN7K4dIRy/wh4GQ8mCaHvpNMpr1vLoe/dSHX1OsRAjchPaBzch4hiyhMrMthE0Aa5bI8UCStmgU46aggcqr06EKpGijQyoAP6xYmXJZxN8naz8FVF9ExmjssQQpPFwQpRkZb5/TZPrhCs0kZvac8ZKcQMcvuyr565cZrI398+1xVPIUSGN9QEv6E5ger6hqOY77eGW2TF09HnJO4418e0G4cahbPJ3XGbCru7pJdxO/UuZ16J1HuM9NybeERqImmpQVlW7vVmpcDJ7OtZcepMGBbtWKNK/Q2plPPu9S1AtiSJlVZG83yyuFXOfGCVLvHdc8MymLGmUUsPqXhUspW+IGFCWagYSjpAoyoTVXpRglT9QXOJ/OON59aVY8oJrRA9HokWGhz59sMc/tbDREcX6dm8gkNfvQuAqbdcTW1ZjyFTZ8nKutKVnw3pX7GJ8dOv4L7PvAsvCAl6eqkMTzJ2xjOpTKWcoaDWx8RlLyAJYXbrD9j7lWuRzSYyjgiHx1j1hrcQ1Poe405d6UpXTnQROEvuXQFOcIVoqaEikDbzifqEkGlsEsCbb3D4C99m+mt30HvSFAMXbSEc6ePoHY8y+tILGbrmQhjooxHFOQ4SWEleE9d7IbVEsuSBWIkSndKgQK73UBZvIvYlMdJ4NplYZ/pYRz8TNoLyGAiR7bZrvNQcC1ijHiZBpt95IAgnV1qBX6F4EImVoBXFA7C9uuxSOPv1Nez6u27I7SwdYwk7XnpuWgqDxGmkyM84UAXPqSR1yY7dIH6xdYz76tV+k0S1kNKjzX2cc11+UhIIm5jjNNwp9SVt9EzzqEqCqCwKz1d6MHLOMxk65yKixXla9TkW9j7CI9d9kP5TzmHZJT+HKJfUNaBZPwpJglcqUx5dxeLObez88D+y+vVvxav10Fky1ArIc6YcdCXzwHO9znSlU05QYqX9MHdxPJ6ywJDq4cWe6e/mGZc0oqJdnfJ9Xad+8ZsWqumOA5vTZpW5d3MMhEjHFIM8MuUiiDL/GM3Y0n3Ob8pi3zJ9TiHELqJhBcrOkCFVOqiHQR8tVEgjbmYq9EQuTEhHkVmD9O1iByHSdY1j7WWW5NAiyDzQEuXSq8MgBMpFVm9HiUcjUoEZVak5pTrhrBZhrz40SpDEmeeZ8nzL3o06VqfQWMrGvXnHHaKFmwSx6tw49BAlX+1Lb6ARVKkjVZd0qephBXDU3z8a+cnwuMKadKWjnNAKkSsySYj2HyFZWCSZnWfh+w+w8O17GLz8dE559y9THh8wMYh6ztgA5GMQdaUrP+siPJ+wd4Cgf4DK+BQDm85iz02fZduH38XkC1/J0btuo3FkP4MXPJOVr30TpbFxAkJ2fPy9LDzyADs/8X5Wvvo3ED2Vp7opXelKV56ItM+g8zMtJ7RC1Gqk1YvnE6LDMxx67yeIZxfw+3vx+nspr1/J8v//9/D7e1mqRCzNQ7mUWgBRnK0nA0iZWVBNi2cEmceDDkFv4lqouCi+lxiNPNGaudazDDKkzVDNYZAZh8hL72/W+B20x3i0WEhRIR+S6+Hg6nkW6GPYHA5nIrFQHru0rdtOPAvb4kl8SFK3plxdEoMUiVx7hIMgmQjIdl3aed6QR2UK8T8cZMjsN4kP1bspSSt3WpE/koRZ4EpjRbdDiHSAwGa+7gVEQOQRKH2ftD1tkCF1LYP4OHwVIy7FyKAVwsSY0XyoTs817wkHotLL5C+8lqN33sb2f/l7+k47i9rmU5m+5UbWvOG304MjWHbVi9j9uX+hvnsHOz7490y+/LWUl01kdSpMrvqhWOMlcRqgE0CpcacRI8MXkoJYeIZjZD8b4SBQZnxo9DOQhu+nJUuWqeuct/izVCXCvOMCUuoiRO0s8k5jN8n+6W1dGo9N5zkahEjVx2/K7FouypO/nYUU6WtbiJmLWDoxmdz+Inzbk1ed7KcIkYmn1i7NByg+mfqtqflh6abhFOlxqTmYicihRQCx5tRoPpIKPKaRfc2ZjBKPhiKO6ftUFV0iVHN70ubFhSKiRIuW7lsq7Erizol1VQ+vOHYNFcvJrZc4iadlmKGeIs57LhtkKPBy+4XlNig0mqqBPJ23sYsQPSE5oRUigPoDOzj43s8SHThMzzNOZ+KP35ouU+kls9LxhuXsSle60kkGzjiX3tPPxAtDkkaTwzd+maTZwCulmmJlbJK1v/o2Hvk/7yKJWuz8yHvwKz3UtpzM8GXPxuvpemZ2pStPJ+lyiIpyQitEhz/6FeZv+T7Dr3gxfl+NcHAZXsPHawkLlUj/aDQVH6icNiksp6q4tjJkIMzymTTIkLZIFUKkLJF6oJMVZkkLs6zd2srUBIA8T0Ffm0Rk6Wt1YktjRTicE8uinH3oHo587xvE9UXKw+PUptZTm9pAaXgMITJuiG0VSilJogZ+Ob+MYaw+lx9gWTZpKQuRk02sJCfKdcqDkGmd9bNwOC6xShyZ6GjQJgZQZiW5yJN0UJFCdOiEjh53hQBjxjMoe846maXLO0oRIknseByJ2KqD5phoZMjxtnHrlUMBTHs6I0PpNln/6ODVVhBdjzCzSJMwRYkKCFEbxMjlPXg6m3hYojK+gqWd26mt25ShFH7I8he8kr3Xf5ry6AS19ZuYuePbTN9yI6t+821UJlcUqiisODYa1Ul0/zfhhvQxCtVV1q+UAikEUooCh88AQ8bLM48YSV9mCUu1WP0dQJTyCIpoqfnBFwax8BsabXQbVmhqQaTT15Ck/bgdf0fz0lrOObrqjkeZSDDwR6cEtBkCpblE+nhR8EAz2y5CpPsVFhqh4zupPIyZx2ied2TVyFRKmjp7+Udgcg3peUbk0CK7NOiS3q9jp6lrtBLfoEhlFdNKe6iVHITIs/pTmRZVkbn+RnrO0/dZUqiTfvdWRuFOiHeGDKm2KCRXxAKhfhOh4hKZiOJq2wRtct59LEl0vRONxusfOT6xUMKuZHJCK0TRoWmW//nv4Jf7ARCNJ8YHaiyUKNeaj33gkyWeLC4THEMWdm1j71evZfkVL6HUP8zSwd0s7NrGwe9+DZnE1KbW49f6WNq7A4mkOjFFMDDE0Xu+R2vmMH61RnVqDeHQCNHsDK2j00Rzs5TGllFZvgqv1kM8P0drdoZobhaZRJggkJ5HeeUUPRs2UVmzFk+UO9ZTNhq0po/Qqs8hj84TLy4gmy28WpXqKSfj/5jQgkJi2x+z6BxQP7H7eWb16CciOhFqO6muXsfijoeprduU3798Navf8DtMf/cmZr7/bfOB2/FP76Jn4xb6zzqX3tPOpN3MbBKIdqrP/CLJ4hJBf4hXrYD/BKcnnaz0JyQ6r9tPSnRCz5/W+8VNH/8nuAJQCaJsDe8nIDIQZumrKyeGnNAK0divvgbIFCGvmVltGnXQ662xWptOymnZrCgtWw0ozUNoLJQyJcXwfdSm+tjqNeuWQoq8IMFXf2urRXug6XNNXA372g0vVYqUgdQp9o4uj97/A4afcSn9m87Ai6BndCUjWy5ASklz4Qjzux4mqs/Tf8nzwfeo799Fc/YwE1e+mJ51m2jNHGZp16O0Zqcpr95MODhEUOuncXAv9X27iOYP4Nf6qK3aQNDbD2UNDQiSJKK+41Gmv/YfNPbsobpuHX3nno8oBTT376d58ACtA/tpHThAa9k4++Zm8ft68Xp78Xp78EoloodmOPypz1HZsIaec06nesbJ+LUe81GSqkxaIot87eQOK1jPnRAjKH5z2yA1pjSeRuo9aj6AhCSQJlKvjUh5UcrNMeCVawW6fI8298vW/dVl2yFD9raXoRHyMZ6Jtjall10nLqVRxB+To6W90soUk0FK6Fm9jkP/+WXGLnm2BROmhe8FjFx0FSMXXYX0oL53Fzs+/A94YZnpb/wnS9seYtk1L0N4Xo4nlyYzFlk8MW1Fx4J4YZFdv/9nuBJvWs+RoSqjb3wxfq2a9wqiiM4VysBCJzQyZCK362V3NZYViigbnomirZ+fQYoeQ2HNeX06vCM0cuhyiMj3O8gQBTcKtYsKeRFZv3C4dBnqm+/bIrHqpvlTettJPmvCEom0j3mRtU+NY4OUasTY5R/JLLmvQQy1x5bmFJmYQhYq5Enipm/QOjN2NJdJx+dBc8CyCUHHp3PznOltLTnP42aZahhlec+89GE06ulAM7HoTJmhn52S+RbQZM2VCsCLJTIQVnRw7dUmc6V55yaBX/abF+WjvrsR1TuLhO6SWUFOaIWIln7JGhbMlmDcoGrZhJJXcmjqGU3mgral5+iPssiOSe+UXsqqig4Ip5fVTJA5PXpMoDo1oKWfn5z1PyhkvNbEu1Z9jsq6dSkpVkPnSXoBv2eEgbGRXMC06vp1SA/mHvghycI85f5RyiePZpVW96sMLWNg0xlmu52ru/Sgtm4zI1c8l6TRYO6+u5m95RbwPUrLllFZMUXfWWcTTo4zOTREIFvWJJDBtUm9ztI9W1m4/U6OfPLfqGxcS+2cs+k55wyy5ITWc9V1aKfEYE+qxY9Rx0SYztJILmiePld//BLSJUAdXNEoMsKQR80kbgVzzN1WrxRoxVpY8LcT57+TImQTM+0Aerk6kd+fq0Onuc3ZL6xrZi7W+sesPdXV6xBByIPvfgfjV76QgVPPyZ6vR65vV5ZPsfKX38yej3+Qyup1HP3erYRjYwxdfHnunLjV5ODnr0UKSXT4EONv/Q28MARP4vdVmfyz32bh1juI5xdIFutE+w5ClLDwnXvou+o8qqeuN5XVy1za0DHJZK3kyy46JPSHM99cpNEOLWPGWS7Vopdej+XebOYV/Tz1NZwArdJ6/kaR6kBqzmKqWgqFs8xdQE871NGLrd+cZUzTl50+l7RZYhFxOhf7ps6ZggC2UpAppTjtcfu6nV5Ip1hJdMBFTX/QbvZOeiZNibCVHmOoOl86nf6jopbSEikIk5iSF2XXVW73LV+79WtFOt++uCItzbyTZL0t2/baVa1NAFg1D2l0NZEmqGNigjfmlcau/GhyYitEP0MSLy3R2LuLkYuvfNzn7v7kByiPTbD+DX/4pNTFK5fpP+sZ9J/1DGty01YR6eDv8AH2KhVq551F7byzSJpLLN55L3M33MLcN29l7JdeSTgy/KTUsSs/XvFKZVa/7i3U9+1i96c/jExiBs84r+PxleUrWf2mP+DIrTcifJ9D13+B2pZTKI2OmWOS+hLz3/8eAOHYGCLITz+llZOUVk5aX+OEype+xdjV51M5Zd2T38iudOVnWLrJXYtyQitEnoMM5dzSOy4FKG1au+pqC8SXhr8gnCWzzFrRCJI6zkktAGTBwEruWk/e+gSZkaVF3grUyzZIqG97lLkbv8nSfffTe9Y5+OuniCLLRd2x/tohKuHIGI2D+5BJgvC8zrC+YzzYgEQhgaGLxmjY2k9JlSIWWe9x3c817B9U6T3nHHpPO5vZG77Bnv/194y+7GX0nXxGgZhooGXH6rWRv8K+DsaQQeCsJLcmGKV5KWo7kMpy19aXdW0HjTC/qTACiXbVVzC1X1fbHgVCtvt820LqnVCBJLdZvLb1rrxYEV0dRMrdRhb7lrm/BZSWl0+x8hVvZPtH/oGeDZsJ+wbapiZBgN/Tw+hzrmb4yuew85/+ltbCDMHkqDnOH+ln+VveQiJiKhvXI0OJxBqXxog2nYOBF1xJg0aaAkRmSJBGDaRGDQyBX50bCTN/mCUzveSgyb/O0plJzdAUZnleXyMJLIPAelbtvioG0TNBPtU1vLQvCWeMJTK7jOmzjuOFJs2a5U0psGAju5mZOKiF/bvpOx3GmxsENUfC1Y8xSENQdFwu0tfwRIaGaWXXd96Bi97JLNWLWeJU58YK9TdUB42O6ACOgUdT5bLQaJEOvtsT5jmk9pJaIBJCLzbIkL6Gp5f7dFJi9XtSVQ+x5Zm2+47DSnFZ33qvZux4uXPdZdFsDsyWPg2R3CzBO/NaV34kOaEVop9mkVIyd+PNzPzH1xl67s8x8pKXEFb6f6RrCTVwo4U5wr6BJ7OaT4oIz2PgqsuprlnPgY9+lOajO+g/70KC4ZHjdoroylMn5dFx+k8+k5nv3cLYFVc/5vFeELDyd/9AbeUn6MratWbZqStd6cpTKF3lqSAntEJk3LVdopj1FXWXdAxZVqNJGvXxJWhGv4sGGE8whzOSs8b0sekxukp+2AECENY+PyWwxWXFP4oaHP6Xz9DafYCJP3kz4WBqRcctZYG0Mgu1iBBpMp22hKF5YF96m8G+lLiqg8q5SJFrSVp8ATeZbIFXYrmj+wL8SBjkxA1XjxOkUr+T6opVTP3Wb3PwM9ey693/i+qmTYy/7nVt2+eiIYaQqv7O/eaIjQyZa6oG2Rwa01CJhR6q3RYxOnM9VlZZKX8/N4SA37DQAZcz4TzXXMoS91gX1dGnagTOun8uXEA7TxkXbRIWMuSircLZL2HowsvZ/oG/o//scymNjBX4Ki551KTSsBEVE/BOlaEiuDtpOLKGCiB1uzccIQOxqcIgQ9ojIkN2RARJq4XwA4QQuTAMkCEMJtVNAjKOqW99GLEUUZqYhGXDqs7qWI1WCGc79zDyCLNJoUOKEBmumfZpSDIU0oBzLuqiB2ZLz3OYwdrxu9ZhLOeCuBqkyEHP80XK4ZPZ3wBemIaicJGhQloQ21FAvwOdpkJXzgknIn1p+FJZehZdV3WfRCNFGtlXyE0i8HUwR4XmSO3uLkJVx/Qcnfy15MWEfkzJjw0XSQd81A40sf5uVNPBbfpkKA1qpJEvnXTV5QMZqpRH9v50Mw1al293dg0LIdKomG6XIeN3TcwnIie0QvTTJMniEvPfv4Pmjt007n+Y8obVjP/xm/BK4RPONTt8+bPpmVqHKARLOfHEr/Uy8drXM3f3Xcx959anujpdOU4pDY0wetXV7Pro+1j5hjcTDA091VUqSHPPPhoP7WDhu7cz9qpX0tq5l/0f+iB+f3+asmRygvLUFH0XX0QwUERj44UF9v/TPyOkwO/ppbFnF16txsjzX0D11C1PQYu60pUfk1hL5l3J5IRWiExCTsdCsMUgQ1Fm5YGFFGnLy7fWW03wLwcV0Mq17ali3R/IUnXoQ421pKxdbVkJCb4knltg9rbvsPtzX6Z66noqJ62l/8rTqJ60Vt0wIlbedIn2qmtmiSmzwHb5dhovNwTDz30eXgvjmaYttYLbr0aE9LOzQC03JUjBacL6XfiK42TQlDzPwvAD9LV0uPqMGsLStgepbt6U90Sx7l8I+pjIzpaTE+tJOu6xSNHGdb39en2OS+QAieilHufZGNdlbR36WXwfN6zAsZL0usExO4mLCHjk33XufMtKt+8nhPUIrDFil24KioFzLyRpNXn0PX9FMDiMVyrRe9qZDF18WTFYnUGfsvdq+CNB/jnKDrG6hHkBWWWl884zRFgw/ckvUL//wfS4hQb7P/RBwpFR/P4BRp5zNfHiPEsPP8juv/4bKqtWI0olkqUlRClABAH1R7fTd/Y5jDzramSYjrHpG77Gvg/8M8v/6PcpTU5kfcrtp77M+oVuj373OqCn4ksZRMNCIA0wY4JVqm3nvemB6bWkxScqPLh0t4sM2eKc43KKzGG6XjJ7tYZDpLiOBh3MU30sDpHVp8x928BVTmXNu9bzmYUW6+sCSIMUKYQ9FsQqTEqiEHzhwMkm/YdCgyLfoxeJhzTpPXRg3jDIXyOxkCiAOPKJFW0hEXkCVezMWW2TARfiJTjt1UeZa0nzLcuOcebP45HukllBTmiF6OksSaPJzOdvYv6Gb7PhOZcz8advprx8ECAjCf4Mi4wi8Itu+F05sWXoosvoP/McmrMzyGaDfdf+K6VlE/Rs2vxUV43Kxg3ER2bov+yZlCcm8XpqadDQOGbm5puYeM3rqZ1yGgOXXkpz716SVhOvWiWJW8g4ZuDSy6msWoVoCSQSIQT9z7yEmeu/zOI991KanHiqm9iVrnTlxyhPC4XI5VDYYmIUuV4ShXg2wgQdM5wQjRhp/kjsWHb6Hpb+krhohEl4mIoXJtQf3sWBv/sklY1TrPyrN7NsYhRo4KvcD4GJZZSe22ilFYqaOqmfT6IClpk66bVhVVfNZ/GUZZAoLkyuzfoZOB5r7fgkhYSUWL+R/S5EGjfJa2J6jx27J62/2u/yLYxFF9F49FGqJ2+2uCYdLG9rW1vWwkGmMu+LPJqW4w251pZtxdq/6yoHSebp4wTtdtEzzWORmq9gpX7wHD5XwWq3rXkLLcrfoH3dbSCoEILG9RZyEgvTDiHS13W4S259vL5eKv29ACx7+SvY/+mPs+ptb8crVzp6Q9qpNDLUz4If2oiMBRKBjDyrPfqdq22NDMeCoauexcilz0q3W4KJl76SyuQUB677HI19e5j5+teprllHaXyS8sbT2icUjlKk06QzKVdY8d//iP3/+D4IBAM/d1n+HI3c+hbJRntMqTGcjROZptlx4qAlZMiM4drodDEaMSogtiLPJ2pzTAGF1LGGbGSggBQ5KKidPFcDwPoQjRDpr4iLDFn9yPCKXKTI4YSZk3zrhhoddLwhDWKi5wpNYAsSc79YvZNmh0+d9hpOECwlAYsyNJ5nOt2HV9Foj4pLpL3ZVNls+TSU62ms+WGG7+hCs22roZrpoD6Fcd8G8dbInvFeexzGdtcuL8jTQiF6Okn9/h3se9e/MvrLL6LvwpOe6uqccBJNT3PoU5/CHxyksnHDU12drjxB6dmwiZ71G9n/8Y+x7BW/hNdbeeyTfkLSu+lkACZ/4bUsPvwA8/f/kIPXfZ7mgf1UVkwx9pJfoDS2LHeOjGMW7r2HOGrSd+4zAAhHRxj/3d9k/7vfj2w1GLjm2Rzzy9aVrnTlaSkntEJ0POuhWQh6VTroh+1xY7yBtPeHNiPciLbH0JyNA5UTJlYKj6TeYP/ffYLRN76c2jmb0GaslMrSdQKFJAXryCkBdFoB/aZ0ZNb3b/EAACAASURBVF5tSWpLtkXemsMyvrQhpT2f8oZXDi3QUoj1Y19Lps9Sh81wKSAGQWnGLGz9IbN3fI/W4UNE00cQYUjfM57B0AuuScMFmEyNysJxyDaaRyKxeUDuc3MroP+wzs3vylvP9unW/o5Lm64lXuCTiAJSYnJAtXue+n7Hm0fJxNZS15BWwF+h6uPwEAxHzGqSoSy46JizfayozADLXvoLHLzuC+z+h79j/HWvpzQxUbQ+JVkkaNeK7XAD4UvlaCaLY1Z7K6kErSZRrLayPWl1REH1pM1UTtms2hsze+u32PXe/004Po7f14fwfZJGnebuPcQLCxDHlDZOEUylgSVlI6H/6suZ+eSXCMZH6L347PTSfvbQhEue0e9cowSJejc6wnEpQzbdecxNrpxoj1s93iPwdOJQ7ZTh8NQ6xieyx5IWd+45xjWMl1mc/jNAnz4mds4RuVeRL515W8+JIrG4Vq4HmqmjgwTbSJiTKDhR76YVqVRP6p0Ehi/k00fIUhLTSvIIkeYOtUQeKjXovC9MNOtYuwc6Ma5ild5R92PfjuWVd1AzUkSKsvftWWk8cs/kcaA+3Wz3RTmhFaInXSwU9schs9d/g/KWtVTP2AIkP/HkhHFV4i89MctVSsnCjgeZu/9ukqiJCEJEEOAFAcIPwfOIRZNtd34fv6eGCEvEi/O0ZmcoLRtPXbKTmObhQ7QOH6K8Yor+884nHB4hXDGJKJUQvnjMj2xbaYmM2PyTkB9zf/lpEREEjL3opczefht73vseRl/6Mmpnn/FUV6ujCM9j4OJL6L3gfBqPPkpcX0LGEV61RDA0xO6/+TtEucT8d26n9YUDNB/ZgYxiwhXjJItLNLbtwKtVqN/3MEt33EuwbBg8gT/QS+8lZ1E9pYt8dqUrT0d5WihEx1oXdeNmuB8wFyWxrftC5OPCjdt8tU2MEbWp0KVoepa5r9/K5H/9baj7xL6HV4qJmz5R4BFJ36xXa+tE19Vwh1rKW6JlhzpW91PWpFEINKKi7h/7Aq/lEVel5bml1sdV3BxtfZqIyra3hmrqnq98hsXtDzF06nn41V5k1EJGLZI4Mn/XNmxk1eZziVuLJFGE19dL0NdP/fA+opnD4HmURpYRDo/iV6qZlQmg4pYUEqQ6niRZbA7L4gdoiWPE6ci/L52vDCmLFpTtBeVlyJSweU8yLfUz7rRK4ubEE3F2n7is2+FyM/JV9pqi4OnXUZx6JDLj0MXlzPMxvS5ZnZz7215/7epkbufmlUvyf+tTB888l/LkJPs++iGWHnyAgUsvhcBLkwD3VEyfTTTKU8oPvFy4r2aLaN8+Gn6JqCzxB/vxqpUsrphj3YqystZbWTyixI3JYp6vhjh8Smeuz/HVGo/shCQhnBpHJnV6LzqZ8mufi+gfZv8734sIA+ZvuJWlu7dSu/Aslv3uq5m74buU108hG00Of+BzlDeuYvSNLwEvffkm7lKSRuZ2LX4ZZvtMzCLNjXSQo8TiFmluoEaIPIcj2BkhaoOCO8h6W66bU0ed1LTA1xT57RwK2wHMNSiJiemVxTnL84rsyorcz2auFMJCX9T8qJEhFdncU+888nWU6IS6F7IoYspOElnfa/+BSDpNCPYxZQfC0bC6JwxnyEWGtLgIkeGTxVnd9HXtqODHLV2EqCAntkLkvq92bvfH6apsi+loxxnEKkeq1ks5TrDImc98hb6LLiCsjUA9rasO3CUrPkliZW027uDqmkoRQpMwPZm5vxqyZXqwp1xAjau7DkgXCpKmXrJRcLEejKoeekBpMrlvEX6lgKTVZObOb7Pxd/8nYVjLtdNWVPqrIY16ywqAmJa1qXUwtS5P6O0Q2t8QeZ10KWZAuyRTS0d0U64UJnf9s1YCrA9Ozo8YkH6a1sPAx/bamrMEaQjuzqVMmAbroxJX8pB5keCqmqlDS1ik8eLHKN9APZEaO8GHWC+tlPM+ASb1g3rXnrWc4QZidB5Npqw6Hzj7I+h+bCuTU6x88+8xfcuN7H3PexBhCEIw/opX45d7qO/cTjg1TmlykgSf2Ru+yfx3vkv1pI30nHsG0aEjLH7vLpbufYBgbJjqypUc2LaNePooCIE/NEAw1I8/1I8/NIA/2AdxgmzUqZ6+idLqcWav/xZefz+V007B7+3J+olL3DcfUDW2fEnPqROs/+Sf4SslJlJjs3Vkkea2nQD0nHsa9fu3EU4MU14zTvkNLzBLe31XnMXBf/ocB971UZb9/uvTZWHboPNlFtDPCj9gwmpo5Vop84mtZFu/e1E2Nk2anw70gWMqRB2WSd1+2i65cuKlgTgLNAUnwKhxXLCPcYDzdgT3jJ6Q//ibSjlOG0ZBismcNDQB2mTsyC+hCTVXxn5CK/Bz5Gt9X18vme09jEwSKlNWAm19VUfJpdJeO9UBHKXnWe8l/4IK7vbt0jg581nc1p2/K49XTmyF6GkijR07qd/3ACv+5O1PdVWekHhhidq6Lez69IfpXb2R0uAIg5vPeaqr1ZWnmfi1GiPPu5qR512NFDB/153s++iHSOp1aptPpnnLjbQOHcIf6CdpNBl53cuo3/MARz76GfyhAapnnMzwa16G119l1C+RiAZ4MclinejwHPH0UeIjs0TTs0R7D4LvkywusfD+a5n8b29k+lNfBSCY/AbLfu9XCIYGH1f9U4+d/FfJ76ux+iPvJJ6r4/f20HjoUfa9432U103i9/YQjqYpc7xSyLK3/Dx73/khZr96KwPPu+RJeaZdeerl0X/6GjO3beO8699uvLqetiLJu6l2BTjBFSJjkeRXmPJLCsoS0GQ8z7Vq7Qtqg8JNBaJPeQwEUcYxrf0H8Gu9eIN9AESHZzn0kU8w/OznEdIDi+rYQJoAXggPIp+kpKw9N3VIS1sN1nKcY7IJx5oNygopCjNIONbQv1qKSJylHAPDlxSCVM+QIv2sV7zi9cxtvYvG3j3sue6ThIMj9KxYY3KVmBD+0rIMXVKnY3UWEpoGxSUzg464aJKVDLIQNqDj+1LttpagTGgFDTGbZy2doG32kpkFwVvtMEtj+hRt8etAbRUrmayTzsRco5lHwqQF8xeWdjogRibkQ5D9FpUlkYVIFJJN2gEjneua9+XcrgDAJUU0qUCSNX0PBjeeycDvnkY8N0fYP0gSQtJs0mjMEPT1wUCZ2uZTkWVnCc26sxACv1Yl7K/A2rEi2i8Sdv7W3yAXZln197/Drj96Hz2nrWX/X7yH/qvOpXbBqZSnRoBsucSgrnpMKWKs7yc09fK1DraZpMR8MVAFJPPf/B4Ae//n+xGBz+ivvJC+i05N6+ILRl9/NXv/v3+h/+cuMgRfKdIlMz3+zVKsJ7N+EGpHDP0882NYk8qTRFgIkYsikd9uN046IEOFZS8LLSwA9L7qV491DWsS7jT3FpwQ1PXBDiSbXy4tpP3Q40IIK4RK/kMgnbGlUUMZCCLhEUkPocjT+vqe+qgMPfdsZm7bxsztjzJwzrqs7hYEF1RauTZnwRzTHZGK/ZKIrNHZ+3GQZp002iGp2wiRG+jxeAMzCixUvCtGTmiF6EQSKSV7r/0Yi488BDLB7x/Ar1ZpHtjP4KVX0Hfu+U91FZ8UEUFA/2lnI046m+ryVez41PspDY0xdMp5DJ15ke2v1ZWuHLcI3yfsz5Aar1Si1J96cCVPAnNdCEHt/FM5cu0NDDznPITvMfyK59J78ZnMf+su9v75B/B7q9TOP4W+i06hNDX2hHqyX6uC79N32TnEs/Mcvf7WTCECSqvSII7x9Bz+4ImX5qQrj18GLtjExCsuoTR+4iXQ7sqTIye0QpRZJ5YlpcROywCZtactOtdyFbK4bt1RnPk5Xlrkob/6rwCs+vXfozyxnMbeXSStFuHgMOHgEKKePyfxMytFeB5eyzN8gAKZtIAESFzukF6X9xyrNiynZkQUxMQK+dHPSxMIXb5R3NABIBVS1BT49byV6QG9p57OulXraB7cx4H/+CKzD93FyDMuZ2TLqenzfAxkyLjSmoCMqpTZ34kT1M0lFptkkFYqDS0dXYc1quZZ1qHuHxopsp+5/WW0LDvpQicuUuNwhxKNcAQZQiR852Fozpdul21Fu5wh1+pz7m+STXoysx5DmXHUoEAuNeTVBgXEzXkERajIsrIL9AeHZ6TRT5NeIikiGC7hQYeykM74yAXOVBKE+cEsPMnApaew4+3vZ+HbP2TZa6+idwQYGWf4zGcjf+NZ1B/cwdFb7mPvX3yEcKSPDW9/IeWJQUOa1WWjFWQB+1Tn9XQwVTUQh37+SsprJ6mctIo9/+MDVDavovHgdvyBXrxqBb+/RrBsiNbuvfhDg0x//Dp6JlcQn7oWv28o1/r6tkdobN9B9ZRNlKbG1YPLw3WJm04oFqDQYR16AJdvpLmD1jsAZ9x04hDprmWR8R3A3vDQ2tHvcte0Eg53UkJNvE19X7LrFlZ2OgRzNHO/kNBwoBJ37Or5wPJaTYRHLH0rRIVGiBSS7nmMvvJKPC+hEYFvfY+qBhnKd1ThoLl1dU7Tal+s+73+zCnEz3ecGWw3/U7I0OMyLboIUUFOaIXoRJCk1eTwzV8nHBxm7W/9MSglorJi1VNcs5+MBD29BKs3sPY1b2Xmnts4eMtXEHd/k4WBSQZPOZfKSDedQVdODKlsWMHmz/wp9Yd207Npee434QlqJ62kdtJKpn71KvZ/8mYeesdn2fiOX6A62vO47+VVSvRecgZCSKb+8k1MX/ufHPzgdSQLS8RzSwQj/ZQ3r+HQ//k3Rn+9zPx372Ku+gh7P/1Fxv/wNwknsoCQRz7+eVo79zADjL319fSc2Q3o2pWuPBVyQitEBq0wloJR3Q2U4HoeuVav8UI7HnTIIU00pw+z61/fR3l8OStf9+Y0m/yx1uWtcz2ZXU8nQdR1TrQJol3N9al2yglt9ehEgjomvInxr9uVHud70qyta0TG09vK9ChVUysmVjyFuKSQorqHVIqep7gtUvMS9Dp+4NN//gUMnHMBA4tHeeiWb/Dote8l6Btg6JTz6N9yJkGllnsGBiXQaJDDMyF7JNk5HdbAc67eHZGhVGZuvZWjt3yTyprVDF9zDWKwxwoKqE6x0A+Z/perkBQWv8CxgM2hmtOgK6SRmUCac4Ux87L75Uqy7cRNHusmuC1UgOx3CwGT1gNKnHdh0kWE2XU8h6PQyV3bRgvcunQM7Gm5ZBe8kdywF+5YjtJnnHrVqXHgRKUUqnMJgxQLSutXKdd+jfw4VrsnGH/FJQgk977lg6z+9SsZufwkAlWRyJMZEquur1GCuI1V7fdWGXvD8y2+CCzefh8HP3gd8ZGj7P+LfwYgOG89YW+JxgOPpAqR4gFOvuO3mL/xOxz58Oc59P7/y9Tf/iHhoIrkpxEGzQPU7kSJyDhr+rm6vJkCQpQhK524Q/pFGo9U+/3pcayuF2uPxg4Ice7aecDLiEFXLX4hpMix/rvQLx0vQXcseS1RHDPCOdRBpJAeUnjIxNN0SeMRpvuY5+fRed03NPcMsLie5I6NHZhLCIkbMcZ4BRtg2mmY9fA6hUd4XPHdughRQY6TgvXTIUmz8biO/3/sfXecHcWV9anq7pfnTY4aSaMsJJSQQCCiRDA5OxAN9jruOts47X7rvLbXEdvgNTbYaww4YsA20SazBkQWYFDO0sxo8swLHer7o+tWd1fPKGAhRva7P+nX0/06VFdXV9c9de6523/7c9QsORoT3nwFrOoKD4AsUdeA5uVnYcb7/gNNx5yK4S1rsfq6L2PHg3dACG/PJ3idreeeu9Bw1rkAgM6bbopp1lSsYowxtF18DKb9+/nY9psn8Px7rsf66x9B18OrUdjUDeG48MpjMID34tzZJYdgwn9/CDUXnohERxuSs6bA2dYJuC4ySxfF9186HzANpGZNwdCjz+yPW6zY62yvXPJVFDd2vtHFqNh+tHGNEBly/EI8E+WhmAwejcQ1L0hPOeFKUUJ3xy5s+M6X0XTKuahbetyo11OfTQ44gwMod+9EzZKjRp34ViNx7VvLQ55xxOsSTLkjRlHOGVNEheRMKM4LF3HeiEooSJwauZSaQg4TKpLB07hD3KTz+9dPpX1RDkdyjmzThCfRIsUvKpOXHvUYmcPgJgBHhoGk5h2ClkMPgTsyjK03Xofulx5F3ZJj5b7+MfQcYwlVQ9vGkqAPowe6QOBYE+ZWXT3gCjRccCG2fu9qDD30KHLL/fBnRnokyoWTqIlHkX7yZzOg+lL9Ub0qjgE0Ny0cCahFBcb4SEoMUHr5yZDbrhAiRI8hl9LVzhXhH4W2h0+mRe+5yRCfiOpER7E0E+FnoiFDAcoplyryRy5DUW2eOfoyaOt0Mp+sxByuNHuovbsKuoj6dMpDD2l5KQ9fiy4zuAc2dSqmfvNdGH5xE0aeXYP+u15GafNDKHUOQDgepn37XUhPbVURnAp11fPVjGI8mUDt+StQffZJGHpoJXDX4+BVOQzeex8Sk1qRXzYLhZc3IjtvCkQKyMyZDG9oAKXnX0bqQj+PGiEMjmx7hPYqpChktI34RgpV8qLrqm4Rf//UdhW5RksEaJ/c5liAbWLMdzlAsbHHyF7VF0YiUfVGJiL7BgK08rlS1F6orxhLCJVeYoWIe8JvS66h+D6u4v8RUhS0H+G48EZKGFmzE4mJLbEoYHV/oUkNIBCIFA5Xdax4TJTmg0f7Ii65UUaIS7THpNF7sgBArVjIxvWAaH+ZcF103fV7VM1dhO4H70LNoqXgieSo+3bffyf6n18Jp78XdcecCG4lDnBpD04zMlk0LD8NnXfdipoFS/dYb+XeLpR2dSIzfSa4ae3XsuQOnY/hVc8hfegsNJx3PrZf9yM1IKpYxXRjjCF36GTULmwHAKRMB4Uiw6p3XIO1H7kOM374b2CNja/5/MJxMPTAk2g6+Wj0b90CcI7eW+5C9w9/DWE7yMyfhpFV69FxzYew8UPfhyjZGHzyVVQdPnN/3WLF9rMx00Dtecei88d/QP7I2TAyle/EP4KN6wGRnnbAC303BWcQjgO7qxvJppYYR4iQIUcU0P3rX8FzbDScdAYGX3wG3Q/dg5rFR8Oqro0IbLnDg+h57C8wMllkZ85B/Um+sNye9InCZYTumcjfmAuYIQ8GCHnRxBOiaBEeRYuAAO2BF/VQhYpkE4HXSF6eEfWM1dy3XGZTfgXbpotS2ZR/+0uRlF6KVM+mlAjcFXBNDw4TMe5AYu5MJF+ejC2/uR6tl74ThmVBeB4KO7Zg572/hyjbyEycBs4M9P3taVj5GpTv+hWqZsxF1ZwFyEyZid4nH0HvXx9E7pD5aFh+Kgwjoa6hkCEdfdAsM3kqOp97xveeyjYSLS3gWvqNSLJKM0CIlEYMOJiGDBFSFHjaGiEp5KUFSIW/ySuV4Y0UwbM10etTZBoTgUetc4i06KFR75u851DUT6SIBC6lAq6RQmwSUW95LE6ROqWNeNSQziXSkCLBQufVPHydj8TCit2ejNZUqEcUKYqpeNMfLPDowaN5YShizJEeuSPXKfGnY3EkLRezvvQ27LjzeXT94i9o/eib/fNTOgdNX2YsK23Yhq5rfwuzoRb5Uw5DI5uHZNLG0LxWbP7CLwAAI8+vBQBU511M/fCpWPu1O7D5yzdj+lVnoPnkOX6ZXKmY7QXIENcgUtuLpqfYHaqkRJ81mXIV2SXfd4pMZU7wDBR3yfDgJLwxkVoy5oY0k/TsAFpfqNKcRPSNgn4RQCwqN9BoQmQZPn9QmNGXrMzADAbmMAgFndI7pV1f9gNDK1+FKJbR9euH0XjpyaNeRyHEVGekOedwFW3MQtGi/r3LtkWJYmkZ+lbpCvRjKcfvzio6RHEb1wMissL2TSh2bgMsAzyZBMuk4KVM9Nz9RxQ3rMeEf3k/3L5+2D09sHu7YffsQmHjOmRmz0Fp+1akZ81EyxUXw/IsTHrPRzCw8glsvP7bEI4DM18DnkzCHRmGMzSIumUr0LDiNAD7SFCrGBhjaDz/Lej69S3Y8PUvINHUAsYNjKx7FamWdjQedTLK/T2A66Lt1LcgN/UQlAa6MPjqKmy7/SaIchlWXQNaz7sEvU8+gjVf/w8/9QEAq6Ye1YctRfX8JWCZ1O4Lwg3Vidrd3bCaXrt3//fats9fB6M6h/KmHbC3d6P9u5/1001UbNxbenIDWi45Dmuu+hm2fP1XaLxkBYyW5n06B7MsOF09qDn/JDDO1Qc6t2g6Ft72Kay67Go4AyOY/v8uhFmdQcPyuShu7cXWGx/Bmm/8CZlJdaiaVYnkHI+WnNwKe0snhh55Pj4gqthBaeN6QMRLAjse/QP6Xn0W2UnTIZiAWyrCc0rwXBvpjqlIT5yC7j/dDqu2HlZdPZJTpiC7eAmcO34Hlk6g8V8uRXJqB2BzuEXAmjIRTW0T0XT2BcBAAfZAL7xyCUY6CyNXBSOVDhx+3esN2ZgRMzToDnGIjLKfUDXGlyHHlbwH4kglENOeYJrnrTxmSkTIgxxJTNPaUYq8WuSMIQuYTtsoWn5TKMjpK4e8ZS3xrGtzeIaAy0OeIXGVXAGAofGyi+H09sLe2QWnrw/ZQ+ai+vBlMDwDGYQ0cASQqG1E/dLlyE6dCWewH7npvkecPXsKvNPKgO3DCoXtm7HriftR2rIZredcFKk/xVtxHAjPA2PMJ1J7DEYmB6e7R3lSlAeMhZETxoJnLT1YFt6XnGjiq8n69WT9kffHQpwexgTcwWEU12xGwxVnILP4ENg7urHt37+DukvORHbZQugW5r8AIc6S/D2MfoxpIf6SWgfg6bnVjCASjlBAijSkCMMYxyD0InCt/avLaUF1YaRIUYM0blTA9wjasroV2U7ULVHZdB7VaBZDq2RdGFEEwJPvA+k6uR6H5/mQRiLHMOtbl2PH75/Bxk9fD7MuD5ZKoGrZXFQdMw9G3h/cCsFCSsp0o0CirRETPnMpdv7gVgz39yF7/iJkk2V4ZQfZlIPjfv8edN7/N6y+9i5s+LaNKRcuxIJ3HYGWGRkUdgyipRXIpIdRdglOk7cUum/6uywRorJCk+RSrlNS6TAwQJG7SvVcLkmpW/UDthHkTaT7BIfwQuQgvV1SM3IYGCFOxE3SotqEho5AsHh/qfrEOGcougxzpbQixcoo1CHMZn6EmrpeFKVXibXlSWovPgMsnUbqkMmKG6SfNyhHtN0yy1MINCHPBiGVXKL01A9ovCcwFtMV05GivbIKQhSzcT0g2nLvLSj1dmLaZR+Fmc6qaTAvgWgG99DgnPZp/9RVct+ghXhJAV4K3ggjlfazsUvb34iQUQDc9J7321/G2AFu4xkXGDFG/cmsrYWV9yPzVJ3v5mVNNU8AmidEtnErocL+cx0zkaptwpqf/jdaXAfMCJqucF103X0bBp5/Gsww0HzeW1VFZGYdgu7bb0Vx4wakJnfs0+0xhyt4/LUYz2WQPWIuBh94Go3vvRBVxy7E8F9fhDs4POr+VsqBXTxwr6SZseGM7F/+1u5MmGOTa18P4yUeiGX+HWakEmi84GjUnrgQhc5huAPD6H/wOez65QNglgkjl4ZRk0P9ZW9CauqE2PHpOR2Y+LX3ov+rv4ZtlFCakMPab90JI8Ex5zOnoWXFLLSumIFXr30EPc9uBQBMWDHDv4fdDPg6sj3YMFz3d9/f3lqmqoiRwT2gs/vRRMIDK/M977ifjO0FUT5sRlUW9ZefFYiv7qMd6Pc9aqIyIBrFxvWAaGT7Bsx880eBhC94QZFOwkCcMyQ50sTDoYEQ5UfyGHWQItAsoalbFXmEyPawVk3M+9G1U0R0O+1uFHwHI4wQBdFy0fWwlhJpUug5vmJysV6o0JZQWbeBEEIk1wNFXhFZMiZQkyoAANKWr1VUsP0PZTnhF7Jk+0unbIAzBpiOf+2Mq1AVpcRNKIsbLTspyYIDnCLPxqjHWN4yD7CqapCqb8HI6ldRNW2OUrsubN2IkdWvoOM9H0PvE4+g98E/A0LI6CkTdSecjN6778aEK98bzQcEAIYfjRRofhBvB4AhB0VaGm/ShFKcIoUQQT0LqvOWD16AgXufxLYvXIcJn3snwARGnngOzC0if+ISmNVSu0malXJivBRScFZbd9NvM4Zo4FWaYEr5rFW+Ln/dzNhwTRn5YkkkQX6EKN+a0i4iBXDBFJ8vlmld9+rD7xD8QZEYre2G9omkhxHMv76G2gZ1raEEmvESj0X0BXnmCDGK8pM8l6lnSjychOUgUZcGr84BAHKLpvm5DftG4A4V0Xf3kxj8y9ORAVFS6n5lUmUgw9D0qVPx+A/+gO0/2QBmcMy/cgm6//gUDj2mBu5IGY/8+WWc9J2TUJ8eVBwlnSfEZVukgVJHtkf9VpIdCi0dWdFl118nBAkIkKCx1kcc/wEX5bLkmCiWTWSqiorPZIEhAZVGPh5hJZeuy+E6US6i4iZRHxED/IT/L+HFPVXqX3SUPtT2xhxHahxPhQIDgCn5ToRyUuSbRfvSMjpIC8t6BHXAIgvVRxAqJLXgrJQDy/RfHlMmLaN+m5AiRR+lHGss3qdSWXnwOCr2GmxcD4hqOubDZEkQKqvgQSf4m5AiPZw5SH0hfzeCdArBVAvT1qPLUQm4+od6rKUd7MNNSURF9FhDc17DIaHqbxo0kVAjfQBGC7fUPhIqVYcslK0lLSQLd4ZJw6/sAF6n6bxgis6AgMmdYIrAjV6P3mBaD15aCidlKoQ0IFvKdS20PrwuGFA1awG6/+8+GJksRnZuQvcDdyLTMQ1mdQ2smlrULj0G6x67H4mmgHeRX3g4eh/6C4ZefhHZOXMj1/MgyZRqgB0iLqrvtCy3NhpVfSuP975UN4xx5E9ZCnCOzh/8Fu1ffjf6bnsYPbfch55b7kPHNR+F1VijptmA0OBMIeTas495pKF1HtZ7gPJedVjeCDU+mkqlpLCeJCELCv+lAVJoGpdCmKlxDgAAIABJREFUhlUZneA3/1i5DE9b6cVmYyxDHzrG5bn1qY9YFYwySlTfpuhAKGiP0YER5ODOsxhs2aZdS75DcmBkyZQhjAkwk8Oqy8Oqy6P6xMXY/O8/Rv89TyB31By0ffytSCb8SkmZ/rJmUg5Lv3E2Ou9YiRevfwaAQNezO3DjkT9BpimDxnmN2PrwZnQ9txMzT52EdE0KljYHEh4QGWN89Wmfkhft3hPy3fYEg6dlAdUHRLszT/h1kAFDjpViA6HRyN5qCs4KpuCA0ECBdlYDaRZ65lqfZ9CgSh5LfYUKPhBjgx+7aYOeKeCFBzdaCpTYFKw2pR7eNuaFdoP4BVOuY0wF0qol4mC7fsyeTKCCEI1i43pAlKrZNwJjxQ5OE56Lkc0bkWxqg2ntHpKvXXgUBDxsvf1GOEMDaDn9zSh1b0f1Ij+5rlnlJ14UbgAhMtNE8wUXYfvNP0XqqQ4k2yYgO2suUm3tr99NaZY/aQkG7n8ahVXrUH/RycgsmIatn7sB5U07/QFRxQ5qS05pxdTrrsLwU6+g88d/wPoPfA+p1mqkJjVi+nuPjUSzVnfUotRTwNaHN6GqvQqHvn0+Nj+4EV0vdqFmUh4DWwfx7I+fw+nfW4Gu5zrBDYY5506DkRh9erpiFavY/rE9DogYYxMB/C+AFvhj9B8JIb7LGPtvAGfBz1O3FsCVQog+ecx/A1gO4GNCiAcZYx0A1gP4oBDie3Kf7wNYKYT46VjXLvbt9POcagiR4EEkoiImk7dA6wRWSLiTeSyYI9amJGi6LZYoL+REmcN0nvhv+2pqSk6uh6cCaUnhqSRAGdN51wiGYAyQCVqJFOtRsleCq+WyLD1ig1AD7iFNYfYyYWTJ8ZtGkcLx5ZSZEL4zwrmAYUTnLcmLpqVCiCiJrLo/pkK9mQcMPvUMun55C4x0Bq1vuRyZjukRcjrVmV/nFmpOOAHVxx0HwQHGOXL03Fyg76m/AgAy02ZEoO7kjKlo/+gnUFy3BqWtW7Dtxp8g0dKKmiOWwZs+A0hYfhRQBPIW8ApFOAMDcPv74Qz1w+0fAAyAZ1LgVWnwbBo8mwLPpMGTFoTjAI4D4ToQjgthO4AQSE5tQ+bwQ7HjGzfDbKyF09Xrly2RgWMb/rPQovjJFNpEaSpGQaTIGETEY9eRIUKDhGBqak6R7rUpQBXa7hFC5S9dk4FRYlG5VAJ3emh06D1RqJIi0CKyDPaTS5eBMZ/oGhP/I9vNeozXSglbtet68v1X0d2Ood4Z15FT7nKqh9LdWBL9Cc/wsFQKuaMXILfsUJQ27gA6d6Lzlw+j568TUHvkdL/OBcOwl0K6JY95XzoXW/70ItY/vAFVkxux6EtnIlXtF6burpfwu8vuRNtR7QADnr55NRa8dwk23bcWXS904oSvrkDzvIbI/ZUlIkRTZI7WSSmRR48Hofg6Wiw7GJoyL6qps+BTQdPqSWEgze04QqStm66nthGdkNqhapdE/g8R03XEhH5ztf5MkBBtSJCSjRHeH7MQQiQMD57lBX0OfVN08rZGCIeHeKeuT+XSPRAy5nAl/Oha0TQ0Tkn2tYTM6olqrSCARn+H9okxVxFmjNneIEQO/IHN04yxKgBPMcbuBXAvgE8LIRzG2NcAfBrAJxljs+VxxwH4KYAH5XongA8xxv5HCLFXM5110xbteaeKHfSWbGsDM024w0PoefjPyHRM3+MxjPNRE88km9tQe/xJqJofbztmrgq5BQuRW7AQdSedhsFnVqLv0QdhPf4INq1dAyOThZGvAk+m4A4PwukfAIQHo7oaZk01eE0eZk0egnmwd3RCFApwRwrwhgvwRgoQZQfMNMAs01+aJphlQLgenM4eGHmfL+QODCO7bD4a3nkueHp0gdCKHbzGDI7U1DakZjeCJyxsuPZupCfVA5PqAQC189vQsHQyHv/Ab7Dkm+di2lsXgbs2Nv7hJTQd1oaqjjp0nD4LE46fgmyV38g3PbQJf7v5BdTNrMfiDy7F/R+/D+f+8lykag4cybliFftHtz0OiIQQ2wFsl38PMsZeBjBBCHFPaLe/ArhQ/m3AH3sKROmfXQAeBfB2ANftTeFe/u03cOhln4OVyQOIIimCuCeauBslBNRF3uAhNiJWInX63DB9aOU5zGEWkEd1hGhfkCKdOEyrtB66J8WhUaGWdD0ROVXYEaF75YQQkYidHeVDELGPPBQj4QZpDciTIxK1Fk7KuQCHAONCJTUkUqDy4KTHRkJ3towIo/QHnsUjBHKjqgntX/gP2Fu3weBJOFmh7iHMJwm8oehzU2JvHpCa3IHUlA5/NcQZ00UGmWGgatlS5A8/Ek0JC4mhItzhYdgjA/CKBfDqHIy6arBUSqGOCv1QaSSivLUwqVonPjt9Ayg89SJS82Zg5PHnMfTYMxh67EXkVxzmnytEBNU5BHrqFd0jDxuDABcBEVVHhsg8j6nnROkoFHpEyX/1MHK6hiWC9BASRfKs6A3raRe4G9xPmNAeOa+WLoK78n+Ij6f23QNSxNwQlYqaB6HHso9wk/J6So0wODcrRCUIhOISkVinv91KSqQohLip7kMwVC2dDTbQh5c+eQtaf/xBDCT9AUzb+06De8PDeP5bj2DWZ8/Cq1+5G7sefhUAMPPDJ2HqeXOARBKulJ3IHzkLRxw5S91f7versf6ZQTQvqw/C7iXZOUyeBgCTkpBS8lrB1b6ezluRpiNDQgCZhCSJW74/m/YMZIxyDBHS18vcUNuoLJZEly2uRcdI88BiZSNeo5IVIEkAQqZVImym0KNArHbUy0TfU2YAnhtImjhRxJ36GcV7IuSUQ7Vz1R/HgkWC/s6/CR6k6iDuJb0PMrUT15AhkaD+LCSZEZJq2VerCDPGbZ8mfuTU1yIAj2s/vQPAnQAghHgRQAbAIwCu1fb7KoCPMcb2ejLczFRE7P4ZzMikkZoxDcmJE9+Q6zPDgJnPIzmhHelpM3x163Q6wv34e8yszaPqpKNgNTeg+uwVqH3b6ej7zT0ob9qxX85fsfFrzWcehmRLDfqe2qC2McbQ9rajMLx2J558y/ex69HVAIC6IzrgDBV3ez63aGNg3S7kJlcSTlesYvvT9ppUzRjLAfgtgA8LIQZC2z8Lf1rtF7RNCPGB0c4hhFjPGHsCwMV7c83jP/BVmOlEzBv0eIAEkTNEfBFHbScUgbxrBpAXq2YpNKhG+/ZxOVI3DYBkb3SESHm7VvT3cALMupTpn1qF10evF5sHNuP3p+5dR0nCCJkGJqmQVgolpyV5NtLj4K4LU3IGTPgeW5rmuhV/Re7LBOpgweAuTEbht9LbI80eWXYJMqEouRtugjwsRUtR3hZxNKDmzeVdUOSIQCz6jxA1ZpIHJ89J/DGqIwvQQ7sVGmAx1JlBJZPD6hkBZyaGBlLEn4YsRPgI+jhKD0letAAt706h/2f3oPZfzkVyUn2Qw5VOJOuPvGsdIQrHs9BzqhMmjBAUyilijG6b+F0ei3mxQTJUQvLk81L+S+geyCNNkjdNIaBRLkWEhzFGuo2A/8cip2AMqDNNcAvB89I9b0TXWeheVP1o3EAKviKtQ1fxnQK+XvAOqU3yMtF3icmIKyPpqgS+TP6WkC8nL6Yw5/Kz4f7xOaQOmQ6W8isvyYCl3/8EvIEhJOozsLsGsOHzt6Dj/UfAKvrh/YYsgBHqnHbd9xJmHrMI+boOoBBUgSFvkKTPTC1EP+AQMSRlY6YQetWUCVmU20kUImU6SMv6ycjzVDMTGWbFECGmPRybGbDNaJQeIUOWMTpCRHyrcJlcWciSbAMSPIMjt7uyU7FdDkfJJsjfRkmG65dV3rfHUCM4uDAgKMUMcZMkF1NxiWhJiCpDCN6lNjCG0SvAGEDXoeoiaQwNMVKINH1jTA+qMxrjC75+rOuHbZwiRBIwWQlgqxDiTMbYFAC3AKgD8DSAy/aWdrOvtlcDIsaYBX8w9AshxO9C298O4EwAJwqx17X7FQC/AfDQnnbs8xLAsB0fEBnBAMiTjYpeKzV7Qp264WH4iWfQff1N4LkcUtOmou6cs2DV1alGPFbOJkN+nM0SYMqOZ8wBkQr9DO0X+gZ3jdghvaHo9cIZngH/3iiZN91ffN8oZAoWnDcoA4vsSzoy9KgETad4Liz4owka3NigD2m0k6eQ2m6UYMkLJWipwd8E3Y/IgjkqfD0MhxPcrb5O/vWcaCe02wERTbHoAyKVlwzx/EcacbKr7B+sBkRecIyqY40wTB/FWFb6vRkQMQHMnYJCoR/PfvEHaPvM5UhNafWvrc3ZqgER9GWwlwg13k6U1N8cQR0AgaaRJ3h8KkxEz0/l8LxRBkTqSyKfo5qa0AZEbvAcA10qbYqFpsocmvKVx8p67yrZ0fdKK0rkeqGBk57fiZwH+Y1UfYYaENGURUiLRmmGqcFq9N1h8oNuCke1ZSYbTFK+U5wJYEYdvKY0XviPH6Hp7Scje2iHvCbA6yx03XIvBp9aC9cextb3fA9t5x2GVHsdxNAIJpy7EMwMuurnfvkgpv/bCvTw0GgIcRI1DYhIf0wNiBiHK/e1RdTxofeypHliae4ga/jtyjb9bxF3BfrN4fiUmfZwyp6h+gLqI9TSGF2pMywNQGWi+yuSrhKiityubNtlz1ASI9SPOWNMhgT+EYMrODpFKagLkh6hNqx01qLvpwgLH2kadzH1bNVHs/gUMk1dk3NIRHO6jso84Kl+Uim276sJBI16/NmHALwMIC/Xvwbg20KIWxhjPwTwTsRnn/aL7U2UGQPwEwAvCyG+Fdp+KoBPAjheCDGytxcUQvyNMfYS/IHUE7vdlz7+sY47+HDRaD7mQYaWZlMjzIZ6ON27MPLc88guWwKjpSb+IZPGpfoydcy8DBh29LzhpJX+TnI9/N4JwCkMo+vFp7Fl63YkcjWwcjVIZGuQyNXArKrx1ZhV3QTHqQ8AA7xyCVtv+jFK27ciO3suqo8+DsnJMmScOnsW/hhE56t5Qa4Tt0iKPiqv1xBKF0QfFIaRIQDg3AODB4OLmMAjdbxp068sQhiSVlTbyPWCjzF1zIUSCUH6SzcpO2qJ0iEUNaI6Jq7P5dMHV+4YGsAEmjNyW6h+hSkgLOp8gsEVCfYFPRet6pVEmwMEJJ4iIDo4pZNll84HwLD9K/+L1s9cjmRHq0o+OlrdA0F9jxaRw4WIfJBiyJBasnjKEdWna6igqXnxDLH78zRFb0KMlGKK4LFBjBrsytMrLSo3WDKpbq0PiEYT7gRCY1IvOIbaA0WTxtLtUBERvDcs/OECIJt0oJZPH0u5nyMYeCKaFbdE0UJyvfHsFcg15LHlG79F3cWnoupYn/jv9vZg502Bf5iZ34GywzH42Dp4w0UMbB5A05mLsflH96HhlAUY2bgLm+9YBXPuDIxmpE/kUnsRUQ6R7Rmhd5GpbX5ZESkz8YbSVhk5yR3KWf7AKMNMuGZpFA5RtC04nqH0zdKyU6X1JIUUSnNDAxeFEMltlNg2JkBJKUsoys4z1KCJOFBKnFLyjqj9Oh4hZRwJ10QSdlA3FGlIaDmltiEkx6YBMEKdqYISR12yEOKtUh7ZdGj0pSJEiPospYjNhUoM+49mjLF2AGcA+DKAj8rxxwoEs0o/A/A5vFEDIgBHA7gMwAuMsWflts8AuBr+5NO9kmfxVyHEe/fyul8G8Mw+lvU1W3JSO9r/89MxlOBA2MCa58H/9iR6t2wBM0xUT18Ae7AP9lAf7OF+8EQKmZaJyLRNQbp9CtItEwErypBjpgWvXEaypQ12fx+2/ODbqDlhOepPP/PA3UjFXjfLLp0HZgo1KCKkqGL/WMZMA1XHLkRyygRs/8pPIUo28icdAXfA1/SoPnkxJrzrFPCkpQIVMDyMVe+5Dv0r16G8sx8Dz2xA3fK5qDlqpv/zq9uw/aZHkGyqRtsVJ8DIVKIWK7Y3Jt6oKbMGxtjK0PqPhBA/Cq1/B8BVAIg8XA+gTwgKo8IWAPH8OPvJ9ibK7BGMPoT4095eRAixAcChofXnsBeEbpoWG02xU81yjeHtBTo2Ic9cGxAFEKTcV9euCF1MiQfHPH95Lm1JuxmpjCp269FnomHhcQEMDw/28ABGOjdieNt67HzwdhS7dyLd0o7M1BnITJmJ1OTJ4Iyj/bJ3o//pxzG89lWkJk9BoqXNvze6UTNcKXTFaGEMlaIkirB4BoenIbCkicHD8+TwPWMBDo8xFeUxlhFSVJ3wSaJOCAInz4wQIj1yqkxermyiwmGBF0avhpoeJaRBzWv4x4T5VYQWGdFnLuS2ALmhU7BgCk5Pn0Ln0LarpsGC5xKbjo2hSf7BmSXzwZkcFH3sLUjP6RgTGaK6ouJ4UjOJ7ijM4fC0hJ5hFDIAvqJeLQugIn/diF6XbjG8jTh2KiKI4H6VbsALKl1TGI69O2HUlSHy/HSUiYfQJGCMKTPFKZO/Ke4ZrUcRMXhMnRdaf2KEciH6P1P9smAGIqYTJd8zZsD1TBgNrWj+1Lux82vXgedrwaQGWHlHP2yWBspB5JSZzKPtg+dg4+dvQrKjGW3/djbS09sgBLDrmY3Y8rVfoeGiFSiu24aXP/RTTPjk25Ce5OsTGdo7TLwdgwuFtig0REVq+WVNSZ0lSieRMFwVIRbcO/PbHgEXSkuIR66XNEtIypdJX6YkPEKoEh3rhqB2xamTz68oPwyOfMFLbhQx4sxDQUJ5RVdGyxFiREiRlgDXcQ2kXAtpZqu69yQiVKaoXEKMDEKM5Dsemv6K6WVpqLLiJXoslAyapozlrvQu6dy2cLLu3SU1Ht/WLYRYMtoPjLEzAXQKIZ5ijJ1Am0fZ9XW7+XGtVL3fzWOjdFavn+165mHsevZhHHbBO1Bb1RLPDM64P41WU4PqmQt8blS5hOEd6zG06VXs+OOvACHQesGlSLa3o+6YFag9foV/K6OMRUbL8fZ62shIEplMac877iczMjbcA5iMNCYc8Tpb7qhDwdJJbP/mL1H9piNQfeyhSLQ17PnAih10ZjXVo+7is9D7qztRfc4JSC+cCaezF723PYKas4+O7Ft12HRMvfp9SDTXgif99i8cFxs/+1MkO5pRc/JhYHwJev74OLZ/93eY+s13vxG3VLGDzcYfqfpoAGczxk4HkILPIfoOgBrGmClRonYA216vAozrAZGTkX+MNerGbrgFmmcn6OMWHhSRS2qECCUAvHSUxIdQXp2xdIhogGLIiNnhzWvR+de7MfWtH0SmeQKGR6Jz5WMZTySRnTYb2emz0bT8LPStehLbf/cLdHzgk9H70rhLkDo9Yc0dFZVE89YEDGlIkWBcHROk9IoiN2E1Y4dxRcYcGUmqSjYtSlIY1SeixLEUUeJ4AanT1TxVpU6rJf40sw6Ey2Bk7JhCradyGBGCFOVQCUMEqI6ekNVjAA+jP/KyhEKJYI4/iAqMIkNxFEiEeDiI7BuQeqjhSI/RAhwBJA+ZjfYvvhu9tz+MTf/5U/BkAvXnH4vqFYtAD5+kAMJ8D6FBk+q5qWWc98R49NlCbzfq2Og5I/dKRgiKlivNkUrPrm0EHjVx2YiDQfVJnnFIqdpNAG6ID6R4cZQcmLZrxQkjYHSMoSVxjqF2PGg3AYcoelqKUFOaNGGNKhblmMQItgb3ybByPX3ooRi876/oufGPyB27BHWXn4+uq/8X3Tf/GUZ1Fs0fuQiZWT5XkLe0+cCovAfPBqpOOAylDdux42d/Rv3FpyB97DJ03fQXDGwuwazJh56vLLN8Jpl0ST1T0k5SfB2NW0TvpeNxxccZsn30xXXT6HWCNqG0hmTlZcwA/aFtxB1KaEiRbmEFbZ2jFBC/SZE7ihSZ3EXWLKlrR5fRMpZl9IrNPCTgIsUdMCt6PdJkI/X+siS4u6GITYjoOxnLP6b3ayKI8hR6hK0ehawhp4yJQF/pQHpsr7MJIT4NX+AZEiH6uBDiEsbYr+HrHN4CX8fwtterDON6QOTqIqyhxqYPjvSOSwkyqnjS0PQSfazkB5tpQn9EWCMI3BVcJdwcK8qMBhlCCHQ/dg96n3kM7W+6GMm6plChEL2Oxr+LREAxgIEhN2U2uu67Pbg/Opb63PDAgcpkhu6ZfguXVd6/SrfAQtA/nV6fVqQ6Egwe43ANrpIrCjl15hZlh0HRa7Ic1HHk0/5o0eJuLKRWC05SnXdCCt8lLCfonAnep4GRFx0YCS2zti/qGP34BwJqwh9EmkLt6/8BNaVIg1BFfiTurIbSRZLz6gMhfZpNRWcFELoS9qttRN3bz0fjuxwUV29G5zW3YviF9ag68hCkprch0ZCXdcZUnQWXFjJ9B0a18P2L6OsQpAbRB0D6ICt0vrGSgtJgmJZl01PEfY+S/FL0Iz0nNcgI3jXXEnAhAuJ1iabx5PU1OYxREdIxBkb6MwonFB4LaVXjWjXIkBsYU1FmKlpNe5mYwYKQavj12HjF5SiuWY3UglngCQvN//5BCNtBYeUz6Ln5PiQ+/c7orSgBQAP177wQbv8QOr93E7Z/7SY0/MtFyJ94NHZ8/keov/wtSM2cJgvpF4SS97o2RzItBytE0Pf09zE6ICq5JobLSbmNBnop9LCgvdAUXYqCKojoz0QwEJHCljQg0iNTw+3JpCk+bUDkqr4jiCoDAnK1Kbg6JicfNiXJpYFQkUmZETkgKnMPeV6EZxSQMKJCsyOmv29BilWWLSJzB4PHWGLWMUxNxwmm3gc1BWcEfQEQ7ov0jx2Cl5Cqbx+S8yobfwjRWPZJALcwxr4En3v8k9frQnvk8VRs32xky3r0vbgS0y75CKqmzvm7zze89m/ITJq2H0pWsYPNGGNIz5yEiV99N6zWOvTf9xQ2fvyH2PCJH6Hn9sdQWL3Fz5VWsYPWjEwamUXzwGV0JWMMPGEhs3QBSms2+bnxdnd8dQ4tn3onjJo8Oq/+GarPOhG1bzkH3T+5CT2/uh1eee+Q6YpVbDyZEOIBIcSZ8u91QogjhBDThRBvFkK8bjyNcY0QORnN05LGRoHD1bSQGjGH9gXUlBIQRwv0pJZKNFAGe7ke1BRHQKSVZFKNZDmyeS2qZsyDVVWzz9SvSCixPK1VVYPCts2wd+1CorY+IAxrMCo4QvpG0TLqmjGeNo1ilJnah5AiaMgGpXMA4xCc+zo2BNsS5EtpDqT77kjoeUg+GyJh5zNFNX2me1bkSaYkNykpEYaMVVYESAqdpWk3XbqfrkPhsm6Zg6T2dMl7ZghJUoQse7Aci0ivphx1hCH0LGLoA7UbQhSUsE0IJiTSudyFPoVmKo26C1aAcQHheii8uA6Dj65C3wPPw+nqQ+tH34yqRaMPmhVyRO2VhRABhTbI90CfOtME/cK2J0+YLIwUlSTzWj0fQvIIMSLEj9ZdBmF6cIVQaKYKpdeXmpxCOFXImNN72hRaGCEay5QkFT3HcvD8PK1PiodgMzCb6ZI1PoJJ071qajcFs6Eew0+8isySebF7EQi3SwN1l56P7h/8At0/vBmMmcgvPx69v78DhedeQtMllyA1eXJALnc4CrKuExl/wKSmTQkVJ2RIPqtC2VLIEE2rpZHEIIJ2ktDlNeQFDebFxCE58ztXQoj05K4m92LCkmRBOH4U1SKidMLgoakx//zxKTT5u+xT8sxDjeshYQ0pNInOP+z4ZaWwfhXKL4+1XSMgfkvTtZjIiIZRsk2MGP55bZpeJqRIocijT6ExFtQ5Tc2LfUWKBMazDtEbZuN6QHQwWmnXDmQnj64P8los1zETDctOwsaffhctZ7wVuTlz99u5K3bwGTM4sgumIbtgGoRgGFm1Hjuv/i1y//NhMKMC+P4jWd1F56D7+lvQ/8e/IDljCpydXag6+ViYDbVwdnbD6ewGDAPpebNgNdWj/sqL0HfbXRBFG0NPrESitRUwDOy84QbkDjsM1Scuh1FVSYVUsYqNZeN6QOSllWJadBn6OxC6ItdGm3/1Qp6XSu5IHBdJANUQIqHxj0RCKNl4EgHkGjJETkymfSpGNq9D/Zwj93yDUYpPCOFBxKutn78MyaZWbL3t5+h76lFUzZ6H/BFH+T+GEQg9PYUebqxxqJQSKg/4RGQxUUwijDIPwmA+EVvjfijFaEKKJMGcuEZFlzxMhpxEgAzy2KSHWp3xDyIeQlaKwWVMW3lX5Anq6+SRFmUaEvJuS2ULjsY3ovBXz5X1pksVcEBHFnRJBT4GFwU8VOcxpIjWWXTdDeraGwMpMqTwHw/xKTOHTgFLWihv6UJycrPvPSLwgAWFSqv7lkVkIZRsjJQgMeRIGvFN9sUShqu4GcrDlggeecYuIUchxWhwA3BFUE+yMkg0k0LnSdldSVp4QayEerJ6P6JxiojnzoAxwV015KQqCJ+T0E569mH0D4DhMR+N1dEeI4xeB9yydMcMTPjCp1FatxHF1WthzWlE789vBRiH2VgPq7EewnXRf9t9yCyah6ojjoC9eTuKr66JlLnx9PNQ2rkNW778X0i2tiM99xCkj1wIs7YGZYmuGmm/YolHRiheuWzK+mQKxaL+scxNlIQHwxod7aX2bHAxJtqopAEQbYMm91SYv4626MgQmRJZFAFCRMfSes6McooIMbK4hyrbQzYxqBT4yQpSF25EhvATUkQkbloPn28sG5Fo05CRUDIaI1yeV+dzaUhRkJVAhPpwRJZ7uHzIROiEFSMb1wOig9Gqps9F18N3wikMw0xl93zAXlqmfQqmXPkxDG9+FZ333o5EeztSbW9MItSKjS9LtDei8OoW9P7pCaCqBkPT65CZ3gpmGhh4Zh12XPcnTPvRx2Fk9SiFio13Y4aB1IypSM2YCgDILw+F5MuPYM15p6P/jnuw/ZtXI7t4ERrf9jb03nsvnJ4eQAh0/elWNJxyFqZ+4nMYWb8Gg2teRN9Xv4X6S9+KzNLZb8BdVWxc2MFDqj5gNr4HRCkt1CM0F6+ikoiRT3PwEsFR67SfKSAkEkST91SeAAAgAElEQVQ8EkKISHyMECSyQFwuQBSIL6P4RppnatbVID9vMXY89ke0vekt/j6GHw0TQ4LItFG+CCFE4cSvRlUWVfMXwR7sQ89jD6D1LZeFUAkRuK/6zIkmrhi/MEAVpRIYKgiOeEG0ysAEg2BBbqpIAs/QktIUORLS8CTxosyAYVkmSutBKQIIGUpb/pJCdzNmOeAKcAq3lQgRjyJGgQBdQi6FCp21taS1wmO+V2wRt0guRXiKXSJfck1/fCosP0TD0PeN0XBi60yFVCtuCIuiOiptkUVIkX+S2rOXYdtXboRXKCPX3o6e1RZ2bt8Fz3aQntoKUbTh9vTBqmoK8jSFbkj33vVwezLlsYYSb8aEEpUYIEWsBeekkGtDCU1KD1veh63CxCUHxTbAmAckvCCSMBG9blwAL1gqQHRPvHO5XzgCfKwoPT1FUEQIkp4/H72MnPltJRap6rIYv9EztX5NF/oE1OtrJrKov+A8VB++DDyTQSJVjeoFR2Dtf34aolxCqnUihl9ehcbFy1E9aS5ys+ZiaOlS7Lzhetg7j0X+pBPgSt4fJ96kHbwf6sIKIZKbEhzC44gH5EU/K6MJeuptjdolIcZhVMnQBCH1vGv6esYqB/wjEOJESXJlvyPbInGMLOYixRNgvKzEIl1Ey0T7FiRSpPhJ4dyBOgKmECr/HANGSpYnQMDo/gqSS6RztfR1Aahcna5D3ygVQoyKvXarkA5eB2s87lQMrX0JI1s3vC7nF8KL68r8E9jApn489Nm/YNV1T77RRRlXlpkzGa0fOA8wOMz6Kkz+wmWYff2HMOfnH0PH5y5Benob1n/4Wrgjfsc9+OQr6L39MQw+tgru4F6nIazYOLdESwvMfF6t80QCUz76H5h0+b+ivKsT5d5d6rfUpEmY8MEPYeTZVdj53f9B8dX1b0SRK/ZGGZGqD/T/cW7jGiHi2tz0aKk7hBK4k+tu1GsgvhAEU8iQISOmTPlbwiJEIbpekvPnjuPBNclDlUspt++Voku3xIB8Gg2nn41tf/4NJr3vI3BSFuyQwHJM4ySMDIVvDoEXSWlMRta9gu77/ogJn7kKTt6LeIwKLSIBPCPaAFW28Rg8wQIEiLhSxL/QPGHh+iQVBqY0MJQnrkX4BdnpRWSdc6E8z+Fh32OiSDFb1quS1Pc4hBB48X+fxSs/XQmv5KD+cBft5VRIB0QiQxLpU9mvQ7pFpIWUSkbDkB2LIwnAlNFQDomuJThYmfSMosgXcaQIUSAuUTj6TCmJ6xFoZLtZV3o8VH9Kn0eWR6tPxj1kDp+L6TfPQYuRRKdXAr0QBhcobur09y+VMbJuB3b+8A5UHX0oRl5Yh85rb0OirR7puR0wMkkw0wBPGDAbqlF1xCwwg8NxCb7wF15Id4W8eEsT5aQl8YaShhPz9F1OekRR3RelX8MdmDBgcEdptXgUJUjHSs4Nl4iKSiFiBuiqStKskmhqSy26bAytwMgxSss1pH+k3hkj+ptCoIQUbtW5fTyEumi8oyB9w+ickbAFCK2/np1+CAaeegJNR78JNQuWYuf9t6P17IsAI+Ujzg21aPn4+zD8xDPovvYmZJctRs35J4GZZowjJVym+JgsVFa/P5DPjZA9eWxRkJSAiPHS9FQ9SpiVrsGDY/gYCFFYhwsAUhJlNrgZQz058zWUBuw0gECPqNryRWNN7sJxMhhhjhKLpIhbPTUIIURkJndV9CbXpqE8hVT5Za2R1zOYiEXR0fuhi9UqhEghVkLNkKgUJE6QgqRir90qCNHrZLn5i2Bksuh7/NH9el6WTIIlEkg0N+155zfAhOvCs/ev9snO+1/FmpufgZVNoP1Ns7DoK2fv1/P/o9hYqOHU/7oCNacchrUfvAbbvvUbNFy0Ak1XnoYJn70U0264Co1vfxOMqjSE48IdKsDu6sOu3zyMrpvvP8B3ULH9aXVHLUffU49BCIGGY98EblpY+70vYvCFZ9U+zDSRW3Y4Wj//IdjbdmLHF69FeePrlhmhYuPJhDjw/8e5jWuEyEzo0QvxfYjzodI3kLS+RElI8Th8PJdeJulmpMwot4GMthcdU6FFrqaKHCBFMhqjFERe1V50HnZ85/soHn847Opk4GFpSMqoHCIVnRRFe0qDnRDlMkY2rUZy5lSlrwMW7KOScdKNeFFPio5RSFH4erQP18pKnqsLiLINYQlw0iFyGQqrV2Posb9i6LlnkZ23AC2Xvj2meq2QIo+hPOSTFZSqtPRuqX57V63H8EubUTOnBa9+8U4AwOQrj8HEi5diyDOBUhwZIrPdAF2ic2ZSPnyTNKPuv+txZDyOfML/vWDJiI+yqdBApY9ja4gRRdXJiEOjKJflUH2OhRDthZGIb6DALdscpVVRkY884J4IHmhJARBCwJrSjrb3T0DTJStQ3NCJzJxJwXO2TGTmdiAzt0N54kIw2F19WP/xHyE1dzoSs6f6vB7BIDwP7lARRpWfV8dIRBEhlbZFnouejRHiTJCZmiKwq7Sp5H17HBwCVsJR77EtX3CFFCnVaw0xkrw9ADAkxcPQ07KEovUiy/A+msUyoBBSZIUQIkKcQnwmKhO3Q8hVGEnVXFP1G0WdKQ4fXVjE2pRCLOUyVd8Mnkih84E/INUyAfUnnobao0/A5v+9BhMWzoCRSatjjVQeje+9AkOPPoHOb90Alk7D2dGJ3PJlqLv4XP9eQn0AADBT8ggpSbQTR3lUmTVESEeIKBUFqZZDMHUM06Ic9RkDIymRYdm+SjxQxi7KbZRupCzRHurrh2QEWT5RBNw0BoWr+EWkiE1RZHQsGfGSPI/FuEpBYWUfRdwouV+dNaw4SFxxlKQeEemredFGEY66I7SI9qE+j9Cs1ajYa7FxPSAazyY8D6V122BNalckUN0SzU2oOvoo9P/5fuCMU/fLdbNLF4Fxhl0//w2czl2YdM1/gRkHDiYVtoMd11yH3qZ65I87Fl03/Bw1p5yCrp/fCAAw6+tRd+rpr+3cjguvUILTO4TN3/g90lOb0fnLRwAAi394GTLTm/fbffwzmlmdRXb+FADYY8St1ViD5vecja4b/gSnZwCpQ6ag9vwVKLywBj03342JV38CZkPNASj1nk24Lkqbt2Hw//4Kp7sXVYsOQ37OYagA4ED7m69E/wsrMfjKKuy861akJk6W/JF4A2CMoerYpcgtWwJ720503/BLmE2V5ML/sHYQIDYH2sb1gIh4HbtTxfVEVEPI0BKL0jJ8HvJIKRqJIpt0hIgsZdooynw2NGdb6B/Aus/+D6qOmIW2D5wDUe2H2Nsyn5fvLTHkLzwepe/dguEXnkRm8XwwywxFwEUjSKJRZlG0hxRsORPInTAPRkse3d+/CUh7qt8nPSVVN672QdA8VrqgMET8NzWB7w/+Rp59CUNPP43Spo1ozVXB2dULI5WBvbNTDYbqzjgD1cefAMY4BERM2kfpsgyZAR+H5sddhm1fvBr2ji7AdcFSCRTWdaL13aeh7tTFECkPQyVCkfwloRHQ5s2Jj0TLTKKsotnSKuGkXzjH48i6HHnm6x8RglRIWCEOmaasTJGGpJBtyXVaFliMr6J/m0fji42Vp1FF/hkqRMc/ByGnTIAjUNf1BA+iMFUOOtl+wtFfGg+Iolgomiy9eB7aF8+D3TOE4ZUvYfuXr4fwPKQXzkb39b9H61WXgLQg6T0jzhChPypCh3uxvFWu/CgLDRlS98UFTOHBgBdErxkehp9dg8En18LtH4LT3Y/y5u0wamqQWXQocrOno//+h9H/f4+g5ZIrYFbXBEljCT2WiBEhKep1CIMTtMmJvptkKnkvoSWujxL55ZbbNC4d93zUL9CbkvvxEJKonptcasr04US0MRpaKCExnSPR0oLG1jMBAPbIENZ9/f8BAHb9+neoO/csDD35FIx8FdKzZ8GsqZb8QI5EczvqLjwPXT/+GTKzZsFqaYpxiOACcHxNsugNURnD69rHVy88odhhbTMtGk8Z3V9StnnZxh2T+DRCtbuCLftlJ8q1ofZUSPoPbcSxYHITfZ4by2VW1voXQmoIpeEIEKnwtohRG5A3YwpD8Yn0hLOOdsOmeocoIs6DrVAkI3JdHcWq2L7ZP1XtNWaH0DWc2y/nshrzSHU0obh+B9Z++Fo0v/ccZA+LKlSnciUUkUTtRWdj02e+il0//iVq3nw6qk864e++fnLaRFjtzdjxxWvR8L6LYDXVwbA8uPb+9Yrtrm70/OFPKK5eC8Y53MFBmFOnova0E2FW16Dtox/GyPOrkJk9G6kOH33Y15QlZG5vP1jCBByG6pMPR+2ZRyHbkpG/ehgpJtTU14GwutwIeoYye97xH9yM6irkT1yKzBELANeFkU2i6+obseWT16Bq6WzwVAIY7Ee5awCwbTSePB/Ny+Nq7Sb3YtMAujkDIyj12hCuB3vXIJyntmLzps2wGvKwmmvhll303/sUqk8/BsmpE8BzNUhMbgM3pebXsIfMoXPRf/f92P7zn6D9vR/CgermzIKAk34Nc6Ov0bgTTAvujXmlIphpouaE5XDsIrb855fAs1mkZ89E7+//gNTM6cgvPxbJKR0AY0hOmwKeTmPbF/4bLJVE9XHHIn/mKWAHCHkzChxueg9Q5n60nkIGPHfgoi4dYahpswNvBwen50DbuB4QpRJ7TlxJaAGN6hPKU43ygwB/xN+YHYpFs9Cxuqpp2EgXR7H6PQPt5y1E77Nb0HTqfKz95u1IvmM5qo6e5//uGPA8jmS2CHfH5qC8u3aCVxF8IDeOwg8YK79U4B0xNL//HGz812+Cl/thpf1wW8PyFDIUoAY8cgrlwYVfCLqMrE/XKWPgvofQf/vd/nbLQu7oo5BbshjNHR3Y6dmACyQnTkSyfWL0fqCtEodiyK875gJci4hxHY72j18FL8vAM2mwnIAHYKTg70Boz0gxoVBAdXqNY0CK1dmkP3hKmXZIzyhK+PbAkHcM2NxHiOiDXbRMFB0LdbkRpays1HulphFFrjkJiSBZ0lszDcUnUgrgGiiobLTv51jfVIo2U5ojhCJCqVsL+BpBjNaVXLBEY2RbCLdxldmcEC/ighB3idSMM/7gkFsuJnz2YhRWrUfppbUQw8NIN+WRnzMBpuVh/bV/RuHljZhwzkKkJuXBGAt5uV7w/sn3zim76Pzzy9jy65Uodw/CrMkCnMOszmDq0gXIN0wBS5iwuwfACjYmfeI8JA/xc7eRrpRT8s/V9ZNbMPLEc0jNmo7ylq0Y6d6IzARf1JD0gSgPmaEjRWFEQuMX6ZFnQu8jmP9szYIIeD+E+hDA4Mj2vjsOkXoPIetIrscQoni5mIYu6e3IamhA8/kXo2/loxCug4bzLgAMhuSEdjSefyEGn3wS3T//JYxMBo2XX4qhJ56E09WNqmVHofrEFei68RcQv3dQd/ZZ/ukdJpEcqiR60RFZj2onjf4R1jXNqH8wCjymvuwlJRqjIg39dcpdaLNAd0xvy8RzIl6SLfcr2hYmWUDXSA7ZhN8wdCVsHRlS0ZBMBL+5wTZ/KbfTDIZCpj0YhgNHGKi3hgEgppBNPLywVhItbfmQqQy0bou9pE+MMW36z27jekCU0MiyegMFgIwcNBERLqUNhFJG8AEMBkI8uj7GF2i0BH2OERDerKUt2HjDw1j4yROQ/PSpePFzd6C9rx9Ny2ejKp9GacTD+u/djVonhaazFqPzjqcw6e3LYFT5UKkeuhwmbI42KAuXubi1B5u+dDNarjwJtfOaAZTVoIGSZQYS8PSyasxpaUKwYKAlzz+y8nk1GKo++yRULT8GRjYDuMwXuSwh1ANHT6uK7kbJxkGnFxCGA4Irg5Gs9hPC2oBXlCGossg2E6EUEvSxl9fVBkjhUG/AbwthgcdwPTqCw+Kums6hjs3kHnIybUhRwtAFR06bUuoJIjImZKcqp1VdS8CV8L0oRYnXY87+MoxOrg8fQ2MrNYUGVQ9MTbH4YnnB191fuLKjJHKyCAnfqalAaj8OTYGw6NII2iljDJl5U1F72CQAQEpOSVqGi/yhk7Dt5kfx3Cd+DcYZ6hZPQuPhE1E3ow7JmjQ8MJT7Cuhd14feZ7dgx4NrkZ3SgCn/ehKqF06CI2EPVzA0iBQsVoxNd1NCE5qqK1E6nrR/n8XV65CY3I5yz05YE5rBM2lFvKYQfaGRrlUqFoS+FWqaSN67JjURcVTUs9U9neAY5iE2UBnVaGyhnUrNpnjxbfrUUmxalgFVCxYiO38++h9/DIVXXgFLJNB3732oPfEU1Bx5HKqXHoP+Rx/Gli99xT/GMFB/xlngiSRarngHtn3/e7Bq65Fftgxw/QGRnp4maL/R/k2uRAuptWnVR9jBoEhNPxvRpWr/FGwgB6Il1wqS5VIHQu8MDfLlqh1yAgaTBvrA1Hud1IJtVDJpL+gjADkg8qIh9PrS1Ed1CIQfydLyW2XpAyA56h19QCRJ1SKavqhir83G9YBovFumLY+6Re3429UPYOoHTsKCb74ZG3/xBDbf/Djc4RKE46HhxLmY9pGzsMsso+HsI5BoyMN9jQNzIQSKm7oxsHINOn/7f2i59ATUvWnx/r0pablli5Bbtkh1LIr3VLGK7cGsmgym/+sKTHv/cthbu7Fr5UZsu+dvWHtDH0o9BQgIJKrTyLTXoHbRRMz/2gXIdjQo/ai/xxrfcz5qzzkexU27YG/tQWHVK+i79S40XPZWZGfM2Q93d/Ab4xw1Rx2DmqOOARiw6547Udq2Nfjt2ONhVOXQefMv0HDe+eAJX8PHyGbR8s5/wbYffB9GTQ0aFy54I2+jYn+vVabMYjauB0Q0VfH3GE2BhAmdesgieZ3hEX94v9GQIjpm7sdPxKr/uhcr3/VzHPLp0zDns2cA8KfYCK3KlMswjBE4uQSAIeWB6AhR2KuITGm4HrY/sAYbbl4JZ7CEmoXtWPyN85Gb1giTD/hlZ96YyU4pJFOJnxGpk0jVoVQM9BsJfNE0iqem0gyf05t0Qu8TuYTyvDSIKlO4enR6jBuBV0cBei7B4JIoCbkkcU7P4QqoILjbMAgBIxK1RMKssQdvZS8KNTuCA24SfSGSNeCjTIQq5S0fQqA2RMkYTYkcKURKoiTDVgI2CTxakmRP6ESZGLfxsgltelRohPpYODfVK2eK0CogxfIoHJ1QHUpULIIpA0LcCBlSXrUmDqim28rUJpiSSSDZCUIniehO57aaJiB/+gTUnXUkMhJxU9MLgjx6E15o3RVBuxSCRbxeanNU54aU1yCkqMAtYEoeyfY6OGUDwDIUVm1C1zU3Qlx8ITIL5gYih0ROp6k0Il3bob8pmSyJcZLIo0PTQVEUyD+fXMrxHY3zhOkLrOoooQiRqnW5BrXPvkyt7o3JY7vvugODzzyN1ne8O/JzbsFCdN/6W2TmzI3sbzU0oPmKK7Hj+p9gQnMzWF19TM4jlmQ6hArFp4w1eNkLNisBSG2crKbV5LNXQQ70vvCgf2EaMhQLGiFhXQbYhgFbGChIdjzRMSgJKxG16XaCFDReLJmsHqBDbZtmLhLcVd+HYYkMkSAkEaYNhS4FZGrAJ1frU2XOfnAmKjbOB0QHg5nZJBZ+6Uxs+ctavPCZWzH/6xciN23/iCa6JQfb73kZ629+Com6LKa/Yxlql075p0zbUbGKvVZLzZyCpg9egc7v3ACrrQXJ6kooOZk7NIyaY45DsqU1sr28cyeMXA5mVVXsmNTkyWi88M3o/t3vIM6/AGZD3YEqbsX2p1UQopiN6wERhT1zvu8PThftK3MjNo8b4xDJn0dDikZDicLnaFs+HVy4ePFzt+Hway6GWW8qvkozH0LWGlTS7+UxRvMqFHy4hDW3/g0v37IK9bPqccLnlqFxQau83qAso39f4XnnYD7ZX9L1yHsoayEp4fvX0TIqI6FNFM5ZsC1UCQ8DjhMLk1ZeC4lUSn0kJZ5H6IgR4rzIInkJ6XGPggz5PzCQe0cIkZrOo5QsRGYdRciTpmNi6SM8DtNLYlCumyHeGrUXSuWST/jEa2ofRdeN1FFK1mHSdDBk+tMMRZkmhhAjrySJ5dIzHZVwqiX6jMkyqHDtwAtWKVYYA3N5EAJNyBDxrKhORPC8FHmaIsAUMiS9XiNKDEXRUCigTeKX8jnRviR+SvWdDAVIGIosGkWKAgQzaE+eYJE3Tw+eIHSVnhsRUQumi5Lhe/q2IZCZ24r86ceh93e3oen9V/rnl+1SAn6KAM/tkMihRISYlv5D8VvotlicsxNDiHgc7aDtY6Z4eZ0tv/Qo7PjFz5CYMAHu0BASrS3gVgI9d/4RmdmHjHlcdt48ZDwPr/zkx2j7tw/ASKcDLiG1S3pPQ8fFqJHEM9LI5PDY2KKmtK9CSOUh1FcwAUZ/7ymIi05e4vA4h+sZsLWEs4FUhb8rtV/6LvFQEIyh3aCrFb7oyHZqBAKQGdk3EAKtI/1hXiMwujAjGaFOFXttNq4HRAebtayYhYHVXXjy/Tch25qHZXhoWtSK3Bnz4dQ58DgHM0bv8dyyi22Pb8bG+9Zh+/9tRttR7Tjx26egYVYtgOD7VrGKVey1WdXJyzB49yMob9mORHvrng/4J7DUpMnILz4cvffcheLGDQAAnk6javHhqD3p5N0em1uyBJmNG7D9h9ei+e1XwKqvIEUHj4nKR2UUG9cDIgqppZG4LuEeNvKaaUROniKNtk3mBZ7pGPO7njYVFUaKxopE08816z3L0HLcNFjlAlKigM0PbcJfPvMg1q/ZCOF68ByBWSe3Y8aKNgx2lzDUWcDg9mFseqITjTOqMftN7TjnUyci35CUZ+yLlJHEJDMyJCYjVeYs5sJFNOKAEKOihGFsiRDRvbihaDt1jJbQsCCzyg7afhLWITuBGteBLWzlQVEdj5R9GfyC9JLK8nm5nJAiibiVufLqFE9AIkPMIvQnGukkBNRUIYWSB4lnJceFkA6NQ+S4RiAUSLwZeuYeQ0okUDbjnlVZnpfQMkLl8paPFCUktFA2oqlC0sJWYp8Dll9vI6ZfNyWZGsSTIfooUVy1iHGHwjIM/lKuK75FUA9KxoD7kT+Kg6KAIrmBEv8KEfCKxkKGZOQWCX4qrpHlgRVluSmcmZZUduIJJeIuuhHydP11KhPdVvDMhfB5UUr4UZPV0KMxyetOmA4K8pmPGH7dc8NE7qg5KK55BckZjRAyEtAjrpuMPvOcQFhToUYkuii3exqCxN14VKAe/h7hCoWN7yH6cF+2j7aPVi7d6k45DWCnYeTVVzCy+hXULl8OntP02kbregVQd+bZ6H/oAWz97neQX3ok8sccA7M6L38mjmS4TEI/hW+66COPp6Aeq/wqQs0OccMcbecxonbDBREOh3A5HJkeRghCISWSSKH6Et5WvCHuxYLnPNVvRX8oy/ZrGJ7iExHHk2YzVDoOSnDtRtFtg3sKTSWj70JxlH6sYntv43pAdDAaYww1c1qQMW3krSImLJuIdmZgxBpAhpfhlFw8cO0rWP2Xbcg2pZFrTKNldg1OvGoh8s3+x9OAh9F7oIpVrGJ/jyUmt2DkhY1vdDHGpWVmzkJm1kwAe9/7MMZQc8JyZOfNR/9DD2Lz178Gq7YWifZ2pKZNRe7wJWDGaKPAir2hJgCxp/w9/4Q2rgdEroxq8RRCJH8IzdmKkKfvL6VmBKXwkNsdLiIjbCDwUPUoL93MUBRBWIwrfA4yQl9M5qlRuyl8BKfaLAAmcNlVbX4ZJRrjD4BGYDGfyWIwL3ZeS4ZoZSUiRMsM85GiBHNR1lCeYN0vU1H4njKhaHR9T/DYscOej1D1u34CyH7HF+UbdpLI2GWYzFbI0EA5pe6Zyg8AI+RRyWfhGIFwIXnlKgqEkCFaJ49RcQuYWhEqSoiiSqSHr/W7hGgw7sHmUbRRgSHcgwOmoqTCmim2vI+yPNaUnmNCIkTVUnpfcbVCcvq6EGSf6dcjJZMsyKXiFpUN5WUyXYwT2jqhPoTGeAGHiLRhAo0iqkd6XyQSZ4a8Vzo98X+0xMgkhOkSUuQxhTQxiaAIKVqpEKgEtbG4hbkX/nqUoxFO7ioEh5UI0inogqtjcfsShqveP0KgCoYL84iJ6Ln5Xhh2H0QmL+9LtktKG2HzAC0ifpHiEBFvS66HkCLapuvxkI2FEEV5ZKPezj7ZHnlI+5unJACrrh4N556PujPOQnnHdpS3bEHf3fdg5PkX0HzFFYCpKUzqAWljRJRFLhOLUNNWHRbbvi+cLOYx/12S7cBVXD2JdGvvZ/C+BgMLxV/UIzWlOTLa1DA9FcFLPDya1aDoNkKIXC0VEedCvSN6ypz9IV3xz2yVoXvFKlaxfxpLNNUgf9wCdN147xtdlH9I45aF1KRJyC9bhqrDD8fISy9h/VVXof/hh+H09UEIAVFRSB4f5okD/3+c27hGiISKOiFPOECKSP9DCfKSJo0coRukmyPRA8MIUB5CMJS+hIYc6ak9TOHFlIx11ewYcsSE0o8wwWAxVymNVht+vpyEXCd5d0OGuVnMVWW0pI+tkCEZ7pKR5cnKYiQZhy2k5LwsU1nWG63bChmSHoh0V10whRaR9UlkqM/zkaF+MyO3Z2BxF2mzgH7H3ych3WTyUiyV4JMifnw3u2RQslRPoUVCJUolDkEUIYrok1D0Cm1T/JjQPgA8SnCokBYeeHVa5JQwGFwYcHTfwASYPI/OPSu6/v1YpnwmcklRfHZIEyqcsgJADLUgFK3MRShKRi407pCOiqoIMk8ED1kIgIvAWybEhngWpPINL5Y4WK8bQ1uqaDPOISiRMCXLtLX3UaUS8S2MFOnpaOidYdrSMl0w4cFgIvYMqF51VFe9hxAwZRmDyDTJJbpsKZ6/4hq0v/90cMtAiTSjJGfRtTkEpXyQ90XoESFCTEOMuBVHjXRTUWb78l3QwUGdRxb+kVZFfJf/396ZR9lx1Xf+86vlbd2tVner1Wq1ZMmWbfbvN34AACAASURBVFmWjG1sDNiOPSyxDSZAAnggwx6SsGQyZJkMcw4H5gROToAhzAAhDIQtA8MSICQTJzExWw5e4tgGgwEbm/Emy7ItS62l1/de3fnj3t+t5b3X3TJanlB9z3nnvqpXVa9+dW9V3fu939/vlztGl33S/yvcY0tAumxnWi1mf3o3rf37MU2XRWDzZhYfsowRxhDU64xccQW1zZsJx0aRMOye7HipP84tm9w5d7s0pkhJ+RPuctBCotk0jYsy1IWdJUiPU2BdixRVorHS2olnkTwjpEy6Rs9Wz99CLDiTCJF64eo2kbJah8FxlG73HejrDtGRxkIz8sHzfhFx0MDQkabDl8CW2mP8bP7IxFxaCUycIEc4ee1SmGvGPoddiV8cREN1ouEGzcenqa4fO96n8wuDZHGRh//8gwS1OvH4WhZ37wJg8jd+k6Bew7TbtKb30Xz8cQ7ecgv7rruOpNlkzTUvY2DHjuN89iVK9HmHKKrZl1FRWyFiWJip5Lb1SfU0j5fqHnR02w4IApv0rxhHwsd1cf/jGSMdqYZtP2odcon/VBtSZIbS5d608P62ZVvyGqL0GCFJyhCJepXltUMDidUOjTq2aXXQBoSDGWZykXxU5o7ljG5IWaPQDW3Gwhl3DdwoO5NHJ2hXCCP7+5baY+yNrEfKvtixSLHTy1ScZ1rL1tVM0+lnFmPmm5ZlmV9wsWLmXVP0EWXzjINfjpOclgxSbZmPc6T7KIsYmDTaszIY6pEWGdoSpB546rFmhDBMmGvGfqSmpXqdtQreZ2m8p9B7ivjYUhojynuO5Ed9QZQQuphFGtOn6GXWoZvLMmXKyCR2fVBsfl5vpcNogTl3vRptt687bkFP5b37vDeapDmnVO9TcW14Md9hNV6nltEzBXl7ivXpR7+LAU0iDrUrVJxXnuaRW3Ad1V4aPoC6u0eV3R1wkbIBVm2doHn3fQxvWuXXtdxFMxWh5epAWSPjl1Vn5K6Vz7clPs9ZUIhq7a9FjM2RVmA4gybLMiPKSGWTvHryQZt9watN8rdSuj6zriNpbA8ipRuCQAiakobyue9BSAzrX/vbHLj1Zg7ecjPx6BhRWIcmQEQwPE5leNynUZl/4H4e+cTHqP/BHxKtHlmZ5qeDIZKOnzts7mFn6gFo7HVsSWbbvFYxl0eO9L6wC5n7is7nlt9Mo6Mn4rVBeg4djFA7vad1H7+9vqt8ZPi8fnNZGEOZ3LUTfd0hqvsOUf4BOjNbTV+cDin96DomhQ6SBInvALVUhFukNwsUvm9smaeDukBStx2RpQJhZYXXgRgvUF6O1syKqjWxn7rZa4doPLIC7CGXpX3eJMwX3ex1SkxfxuRTenj3+8x0kZ+2c8cYdx0jnboLSDBB3XeIAEbd92nX0dsXD9iyZcsDzmX/YMsKtQ9VqhxctN8PxracCW256DpG/qWcnR4qdhD0QeXE936aqHCfSyBeIekvfajtJSEJAlqigm/3wCKddvVpSzTwpO8QuWkxDfGgKUSSwNe9TtdokDV1sdUOkbaxWjXtdC9qpu6Ca60U3lItn+rC2GkzPXN9uGftLbjhB/OB79T4fk7dXSPt3Ke5Uuz6jHDbP/irOvWYn54NFrT+7HJigpSh9+dWmDpzAtG2pB3CNgHNduSvRbMQ4qBjGtGhGrX89GTRAaIeNZl4+kYevfU+pq7e7u+DUAM1ivHTGFoXrVY6nQb46U0tTUv8M8mnlnAJfUMnPE+i7h0i6DLNVpga87OnzfT3onjbBzvVstBhynYkluosrRSSgLTTfRrrN5HML/DA+95NZXwCgOELL8nZtv+OW5m+6V+YfMVrmXvgPg7cehPJwjyzd9zJwLYdRKOjy57ISkIU+K/aPgqdHG+/diKN7eBIS/KdJEgdPIIlTirI/4+/VZP8Pt4hRMQ7sOi7S88p8YFSi5WU3i/6m08eq9PbTyKIcYkUfd0hKlGiRImjgVVb1/LTj93Izi/dwuDF26lOrD7ep3TCI4grrP/11wFCdd16Zu+5i8aWrblt5h+8n4VdO7n//e+mvuVMxHlbHrrrx+z99vXEa8YZufw5zD/0AI0ztzJ7909szKwwQiL9hEgcU924icrEujKV0ZNFqSHqQF93iAZrC7nl/bOWaUhaqejRww+hlEu0y20vxBbvvl90iSwmWZViYLzM8f1Uh9tnrGHZkVqPQHEAh9pVZls1HyhRp6eKwuws9DjVAkM0Etv/S5khW4WxSfz32aSS+y0N2OiWC273WfjpOw2a56fQrIt5KAmtsEE1POj30W3HQ5todm9op9CecFNph1xwwr2OMZpu1tkX2e+q0Zl2TIqmvJibdwEM2+koqjjF0taAejoy98LsglFtOuhvZYhMBCYMMJJO7YBlX0yUFy62Cu6vylqE3l02ZS3iMCsjTn9TZqPoLluNW77O51WE3soHZitOyxo3tWRMOqokoTCdkleaeuZmUfzUjl7QRFmyutvXD2YLgRkNSFXnh1SInWeIvHODY0kCI+kUn2et3P2oSTr1h8w0RyJCOwn8NGK7IDwNCgxRxWkEoyBIr3khrEYkCSOnj/GUt1/J7m/+lLvf+ime+onXUxkazG0HkFRs+1zQqTrHGDWVMWqlbbCYJLftpvmMJhDFkGRfQtn7X5vnCiVrQSvdx5OorkpMkSkqMES5v+3BFBUV2d2m0CS055tlRRprNth9mzC0eZu995J0m/rUZvb/240AVEfHqaxbT3tmhqlffz0SRhy441Ye+au/BGD6u99m5NJnEcQxptXEzM2TtNuYdotkYYF93/hnKmvWsubKF1CdnMqcWO4su9qXTn+l7wdCyYX3SA1z2xZjSGSrspCuxO/jp+9dkfrupwFm/fnmGakOKizD+CUFQbY+g6OweJIlDgd93SEqUaJEiaOFh6/9Ebu//VPCegUJyggkxwLD517I8LkX0jq4nz3fuY49119LMjfLve96G5MvexXD51+EhBG7v/xZwnqDkUv+HUG1lj+I7wC22ffdb7Hrs58kHBpi3Uv/A5U148feqBMUZfiDTvR1h2jQCZj3zlltio6Uk1aQ6kUUkhmmkGGBMmLSjqSfheB/frq3w905XbdQ0C4pRpymSMXWgRif7iJpNThokow7f55l6gY/mnU6CA0C2AgtUzRv4lxZMy3mNXmsGxpqIMZ5F12uGHyx6/+SF5RX3LAzduV4OM9CsMhcOOvZpCJUkD2eWMZItUWPh1bAuiccYtAlvn1i0f6mwldlVmLHFM3Mu2CSrSANnb+gAmzHdqhmQwdHRW1YBqlAWEeBAWLEi391n7ZJg5/5hKWBaoqCXFkMLBgHnaM0ZSu8C3jVuSRroMEwyxDZNjTXcnXsBOjFBLx+lChhXicSmFSroCNIFfouKnODFwHrtsZ1CrymSNOctPPXJqi0O1z0fd14zZCz2+nWwgUhUM2EMkOFWH0aViFppUybCSS9l4GWY2qSlipbbaFCbC+AN+KF7BquwzM/zpzZXdNs/JUdTF61neHRgMV2eu8GBVYpcYEmtU5U3N3KsIeeQXTsUTN2jGxF2aSQVpwQqKekfxAJRc1MUVNUJCswKZvkk6D6YJyu1DAUXcTWHeRDkSHK/E+uzO7Tsp8O2Upxny56p7gxzOTzrmHs6c9m5r67mb7tRh756//NY//4NYIoZvj8pyNhyP0f+BOqE+uRIGD8yhdRddoki5A1lzyX0Yufzf5bb2Lnxz/E2LOuYtW5FxJU8043HWb5Nu7afmj1WdLEt8Ni6pOlWLOiVq9XGAG/PpEO3VEHM1X8o0wiXO8A4dt7njEt8eTQ1x2iEiVKlDhaGNiwmqFTR1l99rrjfSonLSqja6iMrqG6dpIHP/Nh2ocOEq/fyNjlVxDWG1TG17H3u9fTOniAVU+5oNAhspAgYPVFl1DbuJk937iWPddfy8DW7aw69wIap56OhGX05k6YUkPUBX3dIWoVtBupTkI6vMy69aLttloGqUi/wAwVg591umamDaft/nfBj7byI8mgnm7rR/StKtPttvdmKQZ+XAqqTaqHdjiobI8vHUM0k7T991lTzW2jaTiaS8XFd1C3zfnEjrhnxAWzSzR4pGHRBIwFCx37FnmnUTeEfdxtWws0qOSC10TVtXT2qb17Q9WC2P89NF9hcdElXfQByuz/eM1QMUGkott9n2GRxAjSKS7wTJ4fjXm9TD44p9a96oK6QZmvhnP9Viax5hmipg/VMOu88ZQ1UxapyE60nVdUK0y8Z5YJ8g55nhnyHk9u/aL9AJmRcL4GVVMkdfv/obrWh4nXSviAiWH+oi96NjZlRfUcVL+lKI7Wva4FwZggdffPnpujPTTdSKJegxmdVyvIa69M4QUwefU53PVn32DDC88hiMIcu1tkiLQcdPWnXoMagqHZDr33oXoSzsSa0Nc9ZpsRJC3aLqGvLGTs8nWQZyeCZvH3TFnYJnXPdqXe7t71z62XLtqh4nkoMpesSD4ELfvfHaTEChiiogfcwPrTWHflS1nYsxuTJDzylc8RRBGtQwcYfspFjD7zWYS1OmSZswKR0xif4pSX/xatQwc58OPv8cT1/8DuA9Os2n4eqy+8lMrYeLqPXiO9JgkEoQsj4JnLHoxNV+Y5fzwpMkUFL0+7bVF3VGSm8uvT5MHG69T0GdT2mqIVTv0aMnE7Sij6ukNUokSJEkcLI+dtoLZ2iF3X3cWGq7cf79M56THy1Itt56ndYvd1XyWo1dn4798A0eG9pqLBIUYvuozRiy5jYe9jHPjBbTz4yQ8y8vTLGL3suaVXWome6OsO0eqq9aTSkZfOl84mAa1CfIdiEDvfy5513f1EOhghv68yDgWPnHTqWDqHQQUPNe2pz7fSS6rK/wSxn8K2K9EQ6TYzLrihemEdTFxsHxfbKAwTzwRpuWBUO5Sv5l7anyyUbYoTOyRTXUyNFk1C5k3gPdA6zz2/rPGQmj4+UuTZqol4vz2nZQKKxWHbj7jnXUoGr9Fw3jzJgvMY0ZH3EgOgHEuY3c7rL9IAbZ6JKng06XofD0g9n8IkTQirSYYde6RxdJRFmHdJShtR6Ot81jFBc047tNDOxyWquH20DMOEOdXyLEaEpkmiCUvVE8+xSSZ2jFEk6EyCkn2alFzT4Bgf5FQ3tEUSSJrwUneqOEZPYwlVUi2PXivPuOkgVtOKxJpw1sU0aqX1Z0Kxo+HiveJjxGhcIvc/jsUypPWkbI62sWwA1rGrzufh63/IyBXnp8mYM8mc9R4u3o+LBTYom1Sz5jwntX5mXbutzsfUWGRRE/pqu50P02SymnUm0npyy5o41i0nrZQZUsma13718DILXT0HSY68yX9ZgiHqfG6Si0O0pMZGGZmMjin7f+1KuixRxLoXXNNbf9MD3Z7v1ZG1jF/+PFaf/wwe+PSHGNq6g+rayc74S4ndXwwZb7KicGsJO70kUd8leTv13eIDM0qGRSqQOh3JgTuumXjPTA0cqs+VxcOZHiyz3XegdK0oUaLEEUGy0GT+/keZ+9mu430qK8bg2VMcuvex430aJY4y4uERGpu2MPvg/3tS+ycLCzz+91/j0a98gcU9j2NaLdpzsyTz8x1TsSVOXPQ1Q1RzupLhimWK0hQK4vVEnQkwbdmes6b5uA/d5sIL8Yg0KrJG3c0yRaYw+W0KpY5CA5eeom0Cr/0wxrJDOrpsrXSeNwMdXc9otOfIMUShLQNJmE3y2iFleRSeGXJDk5UwRZ7Vcd5C80lEOwmZN6FniDo8G4z+n8kdQ73cmiZkMt4HpLqiXt4Rmjh2tlJh2tk8ox5oLlmnJudsuuSxJnbXd0HZwc7j5vRHkraTNOS+6dBCmAIr2S4spxFnA1quDbUcc6Nxa5qOQWm5ZIzKLCy2U4ZIGSGNeaPaM/VQKyYpHqnPUnGRvmthTD3DQrQcU2QcG9FeUJYmSLUJSgA5TVHYwRA5A9XrLJTUy8y5qiVG2PmeLzL7/XuJxlZR3TTBxO+8mKBmAx4mCV73oMyQluITxea9Bi2rK0g25ljBM8e3Go1TpHFnTHpvFlP1ZCPRt6tDtGcWmVuM/Si7GrbSfXokjy3qhSDjIVlIBO1TiEjMYjDPbFxIWxNGJKorcu1CGSPPHKknZYYx8mxRIf5Q0assnHeLXkPZRffTQ1OUY12Kv7Uznp26Tbd9M7sWNTW6rGyXe4TlWZOV6pyW0DthIB4aoT1ziGRmhuk7b0WCkKGnPJWw3rBeZo7xWty9i303fhvCkFVPuQAj8OjffIH65i1Eq4Z56H++F4LQJqVN2kgQsurcCxi/8oUE7r7rjHvUyRx51kgKv/VgjrwpAT5Zs2rn1AN7sb0yhshAJrp9CUVfd4hKlChx4mDizS9k9we+wtw9O2ndfg8P/tHHmPzjNxGtHjrep9YTQS0mabYw7QRKZ6RfaNQmJnnsW9ey77YbGdiyFZKEJ276FlPXvJYDd91BMNDg0T17OPSTOxm59NlIGLLzUx8BYPKVv8HgNqszG77g6YQDgwTVKsYY2gcP8uhXP88T37qONb989fE0scTPib7uEClDpKPcltMUtdpBZ54nV2ouLB2N+iSXifQewRS8MPRoWaaoY57claobWVAPKF2fiB9xDknIgol65l1SBkD1CsWcVVmoHudQO68hCjA+QnXTdK9WjT8Uq6vGCpgijWatrFMctEmcBqgt6fXpdhx1kEmZIXte6+L9NCSfrFb31VK90PZH1r4DrbqPwTTt1lWUMXIajTkX4bmp+adUk9IMO5ItikaJbdv5+PR3d2kS6dA7eB1EIbK5wnu/mcB7wyQaxVrn/AvRrptJqi3ycYha+bakzFBYSOCoDEQUJNScXiWSCs1gzrNn86FeE3cejmJIBC/2Mgs6QnXtUD3RPFNUuBChSXOYeY8/IRpZzdQ7X8e9L/9v1sY9+3nozX/Kls++HRM3UlZXI8Fr/WicI2WGNIGqAUGQpqT3Inrt3TUv6kyUaTAhLb0XNZ+h6oLcscK2u56NKrPTTWqjLtdgEni2xzNFGT0g5JkhsOxQR73osmMJV9VnCcJZDqoO0JWzYYVF13bVAy0pMEXKmmUZI2WL0nhSuUuUehEWGRSTell5b6uiTqXbI6jIECXpf8MS3mbdDuGZk8Jy5tHUkZOteKwej8nc+ozNQ1vPo3XoIJWxCQZdSpGf/a/38MDHPwDA1IuuobpmktFXX051jXXvD4OY+cd2MbTlbK8tqqwes18S2z6DwVWMXX4Fu//2i4S1Bs3pvax+2qU2REDBzixzZArxjorR5bMxkvL2mTSHnj5X3HJzpRoiY0oNURf0dYfoSEPanY3raGKuGfvUFMcCs0mVRhd3+KOF+SSi1pGV8uhhqj7Nw3PHMOdUl2mCo4nZxZhG5di1l6SWEMwfWRmhhAEb3v0G9n7lOyRzC1Q2rrVRoBOQOME0j+z/LYVkISKoLt8+qxvWsPDQHmqjG3+u/6uE7RVPWRwJtOuGcO7YNdCglYq+T0SICKNPuyy3buIFL2PuofsxiwuMnH8pzaSV61CtPv8ZacdsiWPXpk6hunYdzf3ThI0BHvr0h5l8yasY2HJmz32CJiRxz59LHAf0dfPW2DQt1Vm4clVtviNj/KE5O9pKijoEn+eKXAnZ+XHXE1eGxm+gI+cuehId6btRmI8Oqx5kUWC9f5oxcxIzG7S910nRY2Wp6KLF2EWKpmPIDrZTDRHYTlGwjMeWig+yTNFK9ERgdUnGxMybmICE+STyI+Mmyjjl7VH90VTkdEPSpOFEAwOuQnQfZYym2y7vWWgjWR+Ma+xpDjFVn2Ygsts0XD401RapB97MYl5btLgY0V4sDDd9HBLHPuhoKRvrSus9yY/k0hFdQciS1Ropc6JtqO3q3LXLdqx6OFdGASKG2cXYr6u6vFxhQfuSZYbAMhH6fbg2SxTNMO20ZTNOWzSz4K6J5uQTYD4gqSU+QnXqneS0N4v55dyIPcMMQRo1G6B6xiYm3/Zqv2yw0bzb7RCJE88Q6T2knSTRmEmtzHUV5x2a5O/RNGt5kfZ1+y4KRIZkIQLH0Eghd5raVT1rMw9/4nqSN15N/fT1RGHiveNiZeWCfOwpRZG1q4Rtzwwps6fLjahJK1rw8Y6q7nlwIGwz47RlmsdOo7GbSGOZdTJGQVNo103KHmlsqHm3TYEFypWFNuu1QEWGqNDfCloZ3c8yGqIlexB6+AI7oqSJyTBEPQclXZivXr8VPdD0/wbXn8bg+tPQbPfd4ip5ZrjoxaePBQMiIVMve62/xo2p03jka5/n1Df8IVFjIBNrK7XJiNNOdTBEeU2Rz1Hnsy6In9718YhUQxevfMBRaog60dcdokHnJ5p2iNJw+YNV+9v+OZceI/siA/9i8wRG5oHdO5BYj44RkjZGfVhrIDyl5YsdIiOekl8MI+Yl6njIHolEfOq+rtNl9ly6j1J9R0V0GiATlewwhNZgE8emCWDToI0A7cIx1rmkrwOiiWoNNfd/DRf4UafQVie2PBDaVCjTbkpwOmn4hLZ7QqtJ0Q5zw02hTUe283RApyLcVNpsHLPghKzNRU39kD6BJUjQHpIPlpZIKsj30wq6j05tuvV+6lWn49LvvtSpnFg7Eq796AMtDrzLurro68u++NLt5hLug0MGbSpBm7V1mz5luiDE9tNyAk1x10I7KOqaH+Y7SJqgtV11dqeXK9Mx6v4gzjrgBHGCabVp7W8iIkjFdmi1I+ST8+o9K/pf4m9aHyKjmMy540VuoKmdUWeIm6LThM8qSB3+1ecSjt7OQ+/6P6x+4cWMvfiSNDGsdmo0fELh3lUB9VIdIU2/E5qESBKqkQbn1I59k32hbcPZaTTAByNNmtohSjuR7TDfgVS2z1+aHp2BblNm/tHQ65EknV+LU2adkoTDeOH6e8sdqpV+b1cL2/487/H8IzD3LigGmkzTbLhtM49LyE+DSeG4g5vPZNW289j9j19mw6++xnccs6LyDuF15rfc8QuBS00IgSZE9lOprkNUTHq+FMopsw70tdt9NYiZqp9KLYg4pbGJWhBx6sAp1MKIehhx5tAUjShk2/B6GlHI9pF11OOQHWMT1OKQHeNrqVYitk+spRZF1KL0e0e5LrMcZtavtcu1MGLH+FpXTthyzQS1ILL/F0TsGF1HLYjZPrKOahBTDWLOXj1JHERsG56kGsSctWo9lSBmqyvPHJqi2qWsBDFnDG6gIhVOH9xAJBVOHdhIJFU2NTYRSpUN9VMJqLG+dhohNSKpsq52+pLlRKYMpcra6hmEUiWUKuPVMwikxlj1TAKpMVrdSiA1RqpbEamxurKNgBpD8WkINQKpMVQ5G6HGUGU7IjUGM2XgSqhTj3dgqFONz8FQx1Ajis8hoUYQ7SCQOlF8DqHUqMbnEEmVRryDWCoMVc4mlgoViVlTPZNqELGutoVaELHBtY9NjU3Uw4jTBjZSDyPOGNxAPYzYOjRFPYyoRxFnr56kHkVsH1lHLXL1FUacMTxm63Nswq53ZS1ydRxmyrElyihd9vsWj5FrLxPUgpgdI7bdaHupBnG+vUjM1qEpKlLhjKG0TVSCmC2DG6hITEUqnDawkUhiTh04hUpgy3oYcfrgBhphyNZV66lHIduGJ6lHIfUotOeQsXnHmglqccSOtWupxe4+iO39UQ/T+6MWZOxxdmwfsdezWO5wJQ8/zv2vfgc73/IuHnrzH/PEhz7N1upg/lqNu/9ba++/08fGutx/a/N10qPsqLcgU1+j6T3bqNV55jUvYst73kJy6z3s/fTXbV0Ma12s73nvVoLY14nWR+zqInb3rC1PISJmc+MUIqlwSmMTlSD27bYRhvZ5Foac5eqpa3stts/x7HUL2T6xlqqrr2ol4uz1ttw25coN9vdqJWLbRrvurFO6lHFnWVxXicL8NsV9K733LZa1KOKsjbbctiF9Xp+93j2P1xWe05O2nZxdLNfbMvu9o5zqXlaj0H/flv0typTrC+WkO9cu57Dtwoto7n0s//+Zfbsdp1h22O3KWmDrvF64D6ti78MSTw7SrzEUZCllcYkSJUqUKFGiFx4wxmzu9aOI/BOw5tidjsceY8xVx+F/V4S+7RCVKFGiRIkSJUocK/T1lFmJEiVKlChRosSxQNkhKlGiRIkSJUqc9Cg7RCVKlChRokSJkx5lh+hJQER+T0R+JCJ3isjnRaQmIp8QkTtE5Aci8mURGXTbDorI34nIN0VkvVjsEZER9/ukiBgRuTRz/MdFZOw42/M5EbnbrfukiMRu20BE/kpEbhSR7W7d90TkPPc9EpEZEXll5vi3ichTj6MtvyMi97rrvCazbV/bsoQ9p4rIv4rIPSLyRREbu6Df25qIbBWR72c+B0TkrSJyrojcJCI/FJH/KyKrMvu8T0RuFZHL3fLfiMiLM7/fLSJvzyx/RUR+7Tjacp6I3OzW3SoiF7nt+7qtLWHPFzPr7heR72f26cu6Wcoe99t/dOf2IxF574lgT4ljBGNM+TmMDzAF3AfU3fKXgNcCqzLb/BnwNvf9jcDVwDnAn7p11wLPd99fAtwO/JFb3gr8pA/seT42QoYAnwfe5H6/CngLMAF80q37c+DN7vsFzp6PuOUBYB8QHkdbzgc2A/cDazLb960ty9jzJeDlbt1HM3XT122tYFsI7AY2Af8GXO7Wvx54l/t+FvA+oAF8ya37z8B73fcx4Dbg2sxxdwHrjqMtXwee59Y/H/j2idDWetlTWP9+4B0nUt10qZ9nAdcDVffb2hPNnvJz9D4lQ/TkEAF1EYmwN9AuY8wBABERoE4aPizEhvZyedUBuAG42H2/GNuBemZm+cajbUAB3ez5B+MA3AJscNuuxJ6PAue55YuA240xP38UypWhmy3fM8bc32XbfrcFOu15BHg28GX3+2cAHcWeCG1N8RzgZ8aYB7Ads39x6/8Z23GD1B5Db3v+Hhh3bNipwJwxZvcxmLG2LgAABHFJREFUOP8ssrYYQBmuYexLE06MtqbI2gP459o12MERnDh1A3l73oQdLCwAGGMec9ucSPaUOEooO0SHCWPMw8B/Bx7Evpz2G2O+DiAin8KORM4CPuR2+Rzwu8CHM+tuJL3RLgK+BmgipYuxN+IxwVL2AIidKnsV8E9u1XXA5cDfYV+ukLfnYuzLbUFEhjiG9ixnSxf0rS3Q3R7sKHXaGE2DyU4skwR93tYKeDnpy/VO4IXu+8tw52eM+RG2E/hd4C/c77cBO9w04cXATcDdwDaOnz1ZW94KvE9EHsLW3X916/u6rRWQtUfxS8Cjxph74ISqG8jbcybwS2KnnL8jIk+DE86eEkcLx5uiOtE+wAjwTWAciLEvmFdmfg+BjwCvW+IYDSwdPgDc7NZ9CTgd+BFwVh/Z83Hgf6zgODuBdcD3sCOs9wLPxU7ZXNUnttxPZsqsn21Zwp5XAfdmttkI/PBEaGuZc6oAe4AJt3wWdqrpNuCdwBPL7H8D8AzgW+4avRl4A3YK6o3H2ZYPAi9x368Brj8R2lovezLr/wL4gxXs3zd106N+7nR1JNgBwn24eHwngj3l5+h+Sobo8PFc4D5jzOPGmCbwVdJRHsZS3F8kpf07YIyZBe7F6iVud6tvxmoO1mJHIccKPe0RkXdiX8a/v4Lj3AS8FHjE2CfJzcAl2IfOzUfjxLtgybo5DPSDLdDbntVuCg3sVOauXgfos7ameB52OuhRd453GWOuMMZcgB3J/2yZ/W8ELgOGjDH7sPZczPEZtedsAV6DrSeAv8a2maXQL21NUbQH19Z+DftcWw79VDfQac9O4KvG4hbsNNlSEZv7zZ4SRxFlh+jw8SDwDBFpuHn15wA/EZHTwc+1/wpw1zLHuQFLr9/klm8C/hN2FH8sw4f3sucNwJXAK4xZURbAG4DfI2/Pq4Hdxpjpo3De3dDVlidxnH6wBbrb82PsaPWlbpvXAH+7zHH6pa0pXkFmSkZE1royAN6O1dIshRuA3wbucMs/wI7iT8GyXscSOVuwndPL3fdnA/css3+/tDVF0R6wHfO7jDE7V7B/P9UNdNrzNWy9ICJnkjJIvdBv9pQ4iig7RIcJY8y/YgWttwM/xF7DjwGfEZEfunWTwB8vc6gbgNNIH4S3Y0f7x1TkuoQ9H8V6xNzk3FbfscyhcvYYYx7BTh8eM3t62SIivysiO7HX9wci8pfLHOq42+L+t1fd/Bfg90XkXqz3yyeWOVRftDUAEWkAv0zKogC8QkR+ih1E7AI+tcxhbiRfPy3gMeDWFXbejwh62PKbwPtF5A7gT4DfWuYwfdHWoKc90F1T1At9UTfQ055PAqeJyJ3AF4DXLDMo6Bt7Shx9lLnMSpQoUaJEiRInPUqGqESJEiVKlChx0qPsEJUoUaJEiRIlTnqUHaISJUqUKFGixEmPskNUokSJEiVKlDjpUXaISpQoUaJEiRInPcoOUYkSJUqUKFHipEfZISpRokSJEiVKnPQoO0QlSpQoUaJEiZMe/x+6xItTWDa4RQAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# effect of exp_region_id\n", "import numpy as np\n", "from climada.entity import Measure, ImpactFuncSet, IFTropCyclone, Exposures\n", "from climada.hazard import Hazard\n", "from climada.engine import Impact\n", "\n", "from climada.util import HAZ_DEMO_H5, EXP_DEMO_H5\n", "\n", "# define measure\n", "meas = Measure()\n", "meas.name = 'Building code'\n", "meas.haz_type = 'TC'\n", "meas.color_rgb = np.array([1, 1, 1])\n", "meas.cost = 500000000\n", "meas.hazard_freq_cutoff = 0.00455\n", "meas.exp_region_id = [1] # apply measure to points close to exposures with region_id=1\n", "\n", "# impact functions\n", "if_tc = IFTropCyclone()\n", "if_tc.set_emanuel_usa()\n", "if_all = ImpactFuncSet()\n", "if_all.append(if_tc)\n", "\n", "# Hazard\n", "haz = Hazard('TC')\n", "haz.read_hdf5(HAZ_DEMO_H5)\n", "haz.check()\n", "\n", "# Exposures\n", "exp = Exposures()\n", "exp.read_hdf5(EXP_DEMO_H5)\n", "#exp['region_id'] = np.ones(exp.shape[0])\n", "exp.check()\n", "# all exposures have region_id=1\n", "exp.plot_hexbin(buffer=1.0)\n", "\n", "# new hazard\n", "new_exp, new_ifs, new_haz = meas.apply(exp, if_all, haz)\n", "# the cutoff has been apllied only in the region of the exposures\n", "haz.plot_intensity(0)\n", "new_haz.plot_intensity(0)\n", "\n", "# the exceddance frequency has only been computed for the selected exposures before doing the cutoff.\n", "# since we have removed the hazard of the places with exposure, the new exceedance frequency curve is zero.\n", "imp = Impact()\n", "imp.calc(exp, if_all, haz)\n", "imp.calc_freq_curve().plot()\n", "\n", "new_imp = Impact()\n", "new_imp.calc(new_exp, new_ifs, new_haz)\n", "new_imp.calc_freq_curve().plot()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 22:08:59,986 - climada.hazard.base - INFO - Reading /Users/aznarsig/Documents/Python/climada_python/data/demo/tc_fl_1975_2011.h5\n", "2019-10-29 22:09:00,010 - climada.entity.exposures.base - INFO - Reading /Users/aznarsig/Documents/Python/climada_python/data/demo/exp_demo_today.h5\n", "2019-10-29 22:09:00,032 - climada.entity.exposures.base - INFO - meta metadata set to default value: None\n", "2019-10-29 22:09:00,033 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 22:09:00,035 - climada.entity.exposures.base - INFO - Matching 50 exposures with 2500 centroids.\n", "2019-10-29 22:09:00,042 - climada.engine.impact - INFO - Calculating damage for 50 assets (>0) and 2405 events.\n", "2019-10-29 22:09:00,068 - climada.engine.impact - INFO - Exposures matching centroids found in centr_TC\n", "2019-10-29 22:09:00,071 - climada.engine.impact - INFO - Calculating damage for 50 assets (>0) and 2405 events.\n", "risk_transfer 1.11e+08\n" ] }, { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# effect of risk_transf_attach and risk_transf_cover\n", "import numpy as np\n", "from climada.entity import Measure, ImpactFuncSet, IFTropCyclone, Exposures\n", "from climada.hazard import Hazard\n", "from climada.engine import Impact\n", "\n", "from climada.util import HAZ_DEMO_H5, EXP_DEMO_H5\n", "\n", "# define measure\n", "meas = Measure()\n", "meas.name = 'Insurance'\n", "meas.haz_type = 'TC'\n", "meas.color_rgb = np.array([1, 1, 1])\n", "meas.cost = 500000000\n", "meas.risk_transf_attach = 5.0e8\n", "meas.risk_transf_cover = 1.0e9\n", "\n", "# impact functions\n", "if_tc = IFTropCyclone()\n", "if_tc.set_emanuel_usa()\n", "if_all = ImpactFuncSet()\n", "if_all.append(if_tc)\n", "\n", "# Hazard\n", "haz = Hazard('TC')\n", "haz.read_hdf5(HAZ_DEMO_H5)\n", "haz.check()\n", "\n", "# Exposures\n", "exp = Exposures()\n", "exp.read_hdf5(EXP_DEMO_H5)\n", "exp.check()\n", "\n", "# impact before\n", "imp = Impact()\n", "imp.calc(exp, if_all, haz)\n", "imp.calc_freq_curve().plot()\n", "\n", "# impact after. risk_transf will be added to the cost of the measure\n", "imp_new, risk_transf = meas.calc_impact(exp, if_all, haz)\n", "imp_new.calc_freq_curve().plot()\n", "print('risk_transfer {:.3}'.format(risk_transf.aai_agg))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# MeasureSet class\n", "\n", "Similarly to the `ImpactFuncSet`, `MeasureSet` is a container which handles `Measure` instances through the methods `append()`, `extend()`, `remove_measure()`and `get_measure()`. Use the `check()` method to make sure all the measures have been propoerly set. \n", "\n", "`MeasureSet` contains the attribute `tag` of type `Tag`, which stores information about the data: the original file name and a description." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on class MeasureSet in module climada.entity.measures.measure_set:\n", "\n", "class MeasureSet(builtins.object)\n", " | Contains measures of type Measure. Loads from\n", " | files with format defined in FILE_EXT.\n", " | \n", " | Attributes:\n", " | tag (Tag): information about the source data\n", " | _data (dict): cotains Measure classes. It's not suppossed to be\n", " | directly accessed. Use the class methods instead.\n", " | \n", " | Methods defined here:\n", " | \n", " | __init__(self)\n", " | Empty initialization.\n", " | \n", " | Examples:\n", " | Fill MeasureSet with values and check consistency data:\n", " | \n", " | >>> act_1 = Measure()\n", " | >>> act_1.name = 'Seawall'\n", " | >>> act_1.color_rgb = np.array([0.1529, 0.2510, 0.5451])\n", " | >>> act_1.hazard_intensity = (1, 0)\n", " | >>> act_1.mdd_impact = (1, 0)\n", " | >>> act_1.paa_impact = (1, 0)\n", " | >>> meas = MeasureSet()\n", " | >>> meas.append(act_1)\n", " | >>> meas.tag.description = \"my dummy MeasureSet.\"\n", " | >>> meas.check()\n", " | \n", " | Read measures from file and checks consistency data:\n", " | \n", " | >>> meas = MeasureSet()\n", " | >>> meas.read_excel(ENT_TEMPLATE_XLS)\n", " | \n", " | append(self, meas)\n", " | Append an Measure. Override if same name and haz_type.\n", " | \n", " | Parameters:\n", " | meas (Measure): Measure instance\n", " | \n", " | Raises:\n", " | ValueError\n", " | \n", " | check(self)\n", " | Check instance attributes.\n", " | \n", " | Raises:\n", " | ValueError\n", " | \n", " | clear(self)\n", " | Reinitialize attributes.\n", " | \n", " | extend(self, meas_set)\n", " | Extend measures of input MeasureSet to current\n", " | MeasureSet. Overwrite Measure if same name and haz_type.\n", " | \n", " | Parameters:\n", " | impact_funcs (MeasureSet): ImpactFuncSet instance to extend\n", " | \n", " | Raises:\n", " | ValueError\n", " | \n", " | get_hazard_types(self, meas=None)\n", " | Get measures hazard types contained for the name provided.\n", " | Return all hazard types if no input name.\n", " | \n", " | Parameters:\n", " | name (str, optional): measure name\n", " | \n", " | Returns:\n", " | list(str)\n", " | \n", " | get_measure(self, haz_type=None, name=None)\n", " | Get ImpactFunc(s) of input hazard type and/or id.\n", " | If no input provided, all impact functions are returned.\n", " | \n", " | Parameters:\n", " | haz_type (str, optional): hazard type\n", " | name (str, optional): measure name\n", " | \n", " | Returns:\n", " | Measure (if haz_type and name),\n", " | list(Measure) (if haz_type or name),\n", " | {Measure.haz_type: {Measure.name : Measure}} (if None)\n", " | \n", " | get_names(self, haz_type=None)\n", " | Get measures names contained for the hazard type provided.\n", " | Return all names for each hazard type if no input hazard type.\n", " | \n", " | Parameters:\n", " | haz_type (str, optional): hazard type from which to obtain the names\n", " | \n", " | Returns:\n", " | list(Measure.name) (if haz_type provided),\n", " | {Measure.haz_type : list(Measure.name)} (if no haz_type)\n", " | \n", " | read_excel(self, file_name, description='', var_names={'sheet_name': 'measures', 'col_name': {'name': 'name', 'color': 'color', 'cost': 'cost', 'haz_int_a': 'hazard intensity impact a', 'haz_int_b': 'hazard intensity impact b', 'haz_frq': 'hazard high frequency cutoff', 'haz_set': 'hazard event set', 'mdd_a': 'MDD impact a', 'mdd_b': 'MDD impact b', 'paa_a': 'PAA impact a', 'paa_b': 'PAA impact b', 'fun_map': 'damagefunctions map', 'exp_set': 'assets file', 'exp_reg': 'Region_ID', 'risk_att': 'risk transfer attachement', 'risk_cov': 'risk transfer cover', 'risk_fact': 'risk transfer cost factor', 'haz': 'peril_ID'}})\n", " | Read excel file following template and store variables.\n", " | \n", " | Parameters:\n", " | file_name (str): absolute file name\n", " | description (str, optional): description of the data\n", " | var_names (dict, optional): name of the variables in the file\n", " | \n", " | read_mat(self, file_name, description='', var_names={'sup_field_name': 'entity', 'field_name': 'measures', 'var_name': {'name': 'name', 'color': 'color', 'cost': 'cost', 'haz_int_a': 'hazard_intensity_impact_a', 'haz_int_b': 'hazard_intensity_impact_b', 'haz_frq': 'hazard_high_frequency_cutoff', 'haz_set': 'hazard_event_set', 'mdd_a': 'MDD_impact_a', 'mdd_b': 'MDD_impact_b', 'paa_a': 'PAA_impact_a', 'paa_b': 'PAA_impact_b', 'fun_map': 'damagefunctions_map', 'exp_set': 'assets_file', 'exp_reg': 'Region_ID', 'risk_att': 'risk_transfer_attachement', 'risk_cov': 'risk_transfer_cover', 'haz': 'peril_ID'}})\n", " | Read MATLAB file generated with previous MATLAB CLIMADA version.\n", " | \n", " | Parameters:\n", " | file_name (str): absolute file name\n", " | description (str, optional): description of the data\n", " | var_names (dict, optional): name of the variables in the file\n", " | \n", " | remove_measure(self, haz_type=None, name=None)\n", " | Remove impact function(s) with provided hazard type and/or id.\n", " | If no input provided, all impact functions are removed.\n", " | \n", " | Parameters:\n", " | haz_type (str, optional): all impact functions with this hazard\n", " | name (str, optional): measure name\n", " | \n", " | size(self, haz_type=None, name=None)\n", " | Get number of measures contained with input hazard type and\n", " | /or id. If no input provided, get total number of impact functions.\n", " | \n", " | Parameters:\n", " | haz_type (str, optional): hazard type\n", " | name (str, optional): measure name\n", " | \n", " | Returns:\n", " | int\n", " | \n", " | write_excel(self, file_name, var_names={'sheet_name': 'measures', 'col_name': {'name': 'name', 'color': 'color', 'cost': 'cost', 'haz_int_a': 'hazard intensity impact a', 'haz_int_b': 'hazard intensity impact b', 'haz_frq': 'hazard high frequency cutoff', 'haz_set': 'hazard event set', 'mdd_a': 'MDD impact a', 'mdd_b': 'MDD impact b', 'paa_a': 'PAA impact a', 'paa_b': 'PAA impact b', 'fun_map': 'damagefunctions map', 'exp_set': 'assets file', 'exp_reg': 'Region_ID', 'risk_att': 'risk transfer attachement', 'risk_cov': 'risk transfer cover', 'risk_fact': 'risk transfer cost factor', 'haz': 'peril_ID'}})\n", " | Write excel file following template.\n", " | \n", " | Parameters:\n", " | file_name (str): absolute file name to write\n", " | var_names (dict, optional): name of the variables in the file\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data descriptors defined here:\n", " | \n", " | __dict__\n", " | dictionary for instance variables (if defined)\n", " | \n", " | __weakref__\n", " | list of weak references to the object (if defined)\n", "\n" ] } ], "source": [ "from climada.entity import MeasureSet\n", "help(MeasureSet)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sandbags 22000000\n" ] } ], "source": [ "# build measures\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from climada.entity import Measure, MeasureSet\n", "\n", "meas_1 = Measure()\n", "meas_1.haz_type = 'TC'\n", "meas_1.name = 'Mangrove'\n", "meas_1.color_rgb = np.array([1, 1, 1])\n", "meas_1.cost = 500000000\n", "meas_1.mdd_impact = (1, 2)\n", "meas_1.paa_impact = (1, 2)\n", "meas_1.hazard_inten_imp = (1, 2)\n", "meas_1.risk_transf_cover = 500\n", "\n", "meas_2 = Measure()\n", "meas_2.haz_type = 'TC'\n", "meas_2.name = 'Sandbags'\n", "meas_2.color_rgb = np.array([1, 1, 1])\n", "meas_2.cost = 22000000\n", "meas_2.mdd_impact = (1, 2)\n", "meas_2.paa_impact = (1, 3)\n", "meas_2.hazard_inten_imp = (1, 2)\n", "meas_2.exp_region_id = 2\n", "\n", "# gather all measures\n", "meas_set = MeasureSet()\n", "meas_set.append(meas_1)\n", "meas_set.append(meas_2)\n", "meas_set.check()\n", "\n", "# select one measure\n", "meas_sel = meas_set.get_measure(name='Sandbags')\n", "print(meas_sel[0].name, meas_sel[0].cost)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read measures of an Excel file\n", "\n", "Measures defined in an excel file following the template provided in sheet `measures` of `climada_python/data/system/entity_template.xlsx` can be ingested directly using the method `read_excel()`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Read file: /Users/aznarsig/Documents/Python/climada_python/data/system/entity_template.xlsx\n" ] } ], "source": [ "from climada.entity import MeasureSet\n", "from climada.util import ENT_TEMPLATE_XLS\n", "\n", "# Fill DataFrame from Excel file\n", "file_name = ENT_TEMPLATE_XLS # provide absolute path of the excel file\n", "meas_set = MeasureSet()\n", "meas_set.read_excel(file_name)\n", "print('Read file:', meas_set.tag.file_name)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Write measures\n", "\n", "Measures can be writen in Excel format using `write_excel()` method." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "from climada.entity import MeasureSet\n", "from climada.util import ENT_TEMPLATE_XLS\n", "\n", "# Fill DataFrame from Excel file\n", "file_name = ENT_TEMPLATE_XLS # provide absolute path of the excel file\n", "meas_set = MeasureSet()\n", "meas_set.read_excel(file_name)\n", "\n", "# write file\n", "meas_set.write_excel('results/tutorial_meas_set.xlsx')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pickle can always be used as well:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 22:09:00,717 - climada.util.save - INFO - Written file /Users/aznarsig/Documents/Python/climada_python/doc/tutorial/results/tutorial_meas_set.p\n" ] } ], "source": [ "from climada.util.save import save\n", "# this generates a results folder in the current path and stores the output there\n", "save('tutorial_meas_set.p', meas_set)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 4 }