From bd4b3dde821fb8f2eff0c85264af5f725f13db4a Mon Sep 17 00:00:00 2001 From: Segev BenZvi Date: Fri, 22 Feb 2019 12:10:22 -0500 Subject: [PATCH 1/4] Rename module from ussr to asteria. --- python/{ussr => asteria}/__init__.py | 6 +++--- python/{ussr => asteria}/_git.py | 0 python/{ussr => asteria}/_version.py | 0 python/{ussr => asteria}/config.py | 0 python/{ussr => asteria}/detector.py | 2 +- python/{ussr => asteria}/interactions.py | 0 python/{ussr => asteria}/neutrino.py | 0 python/{ussr => asteria}/source.py | 12 ++++++------ python/{ussr => asteria}/tests/__init__.py | 0 9 files changed, 10 insertions(+), 10 deletions(-) rename python/{ussr => asteria}/__init__.py (91%) rename python/{ussr => asteria}/_git.py (100%) rename python/{ussr => asteria}/_version.py (100%) rename python/{ussr => asteria}/config.py (100%) rename python/{ussr => asteria}/detector.py (99%) rename python/{ussr => asteria}/interactions.py (100%) rename python/{ussr => asteria}/neutrino.py (100%) rename python/{ussr => asteria}/source.py (97%) rename python/{ussr => asteria}/tests/__init__.py (100%) diff --git a/python/ussr/__init__.py b/python/asteria/__init__.py similarity index 91% rename from python/ussr/__init__.py rename to python/asteria/__init__.py index f4b6b01..0b6f69d 100644 --- a/python/ussr/__init__.py +++ b/python/asteria/__init__.py @@ -1,9 +1,9 @@ # Licensed under a 3-clause BSD style license - see LICENSE.rst # -*- coding: utf-8 -*- """ -==== -ussr -==== +======= +asteria +======= Tools for IceCube supernova simulations, including neutrino luminosity and energy spectra data files. """ diff --git a/python/ussr/_git.py b/python/asteria/_git.py similarity index 100% rename from python/ussr/_git.py rename to python/asteria/_git.py diff --git a/python/ussr/_version.py b/python/asteria/_version.py similarity index 100% rename from python/ussr/_version.py rename to python/asteria/_version.py diff --git a/python/ussr/config.py b/python/asteria/config.py similarity index 100% rename from python/ussr/config.py rename to python/asteria/config.py diff --git a/python/ussr/detector.py b/python/asteria/detector.py similarity index 99% rename from python/ussr/detector.py rename to python/asteria/detector.py index 18a5161..b2cf5cc 100644 --- a/python/ussr/detector.py +++ b/python/asteria/detector.py @@ -113,7 +113,7 @@ def initialize(config): Parameters ---------- - config : :class:`ussr.config.Configuration` + config : :class:`asteria.config.Configuration` Configuration parameters used to create a Detector. Returns diff --git a/python/ussr/interactions.py b/python/asteria/interactions.py similarity index 100% rename from python/ussr/interactions.py rename to python/asteria/interactions.py diff --git a/python/ussr/neutrino.py b/python/asteria/neutrino.py similarity index 100% rename from python/ussr/neutrino.py rename to python/asteria/neutrino.py diff --git a/python/ussr/source.py b/python/asteria/source.py similarity index 97% rename from python/ussr/source.py rename to python/asteria/source.py index 3232456..880749a 100644 --- a/python/ussr/source.py +++ b/python/asteria/source.py @@ -77,7 +77,7 @@ def get_luminosity(self, t, flavor=Flavor.nu_e_bar): t : float Time relative to core bounce. - flavor : :class:`ussr.neutrino.Flavor` + flavor : :class:`asteria.neutrino.Flavor` Neutrino flavor. Returns @@ -95,7 +95,7 @@ def get_mean_energy(self, t, flavor=Flavor.nu_e_bar): t : float Time relative to core bounce. - flavor : :class:`ussr.neutrino.Flavor` + flavor : :class:`asteria.neutrino.Flavor` Neutrino flavor. Returns @@ -114,7 +114,7 @@ def get_flux(self, time, flavor=Flavor.nu_e_bar): t : float Time relative to core bounce (units seconds). - flavor : :class:`ussr.neutrino.Flavor` + flavor : :class:`asteria.neutrino.Flavor` Neutrino flavor. Returns @@ -142,7 +142,7 @@ def energy_spectrum(self, t, E, flavor=Flavor.nu_e_bar): t : float Time relative to core bounce. - flavor : :class:`ussr.neutrino.Flavor` + flavor : :class:`asteria.neutrino.Flavor` Neutrino flavor. E : `numpy.ndarray` Sorted grid of neutrino energies to compute the energy PDF. @@ -187,7 +187,7 @@ def sample_energies(self, t, E, n=1, flavor=Flavor.nu_e_bar): Sorted grid of neutrino energies to compute the energy PDF. n : int Number of energy samples to produce. - flavor : :class:`ussr.neutrino.Flavor` + flavor : :class:`asteria.neutrino.Flavor` Neutrino flavor. Returns @@ -244,7 +244,7 @@ def initialize(config): Parameters ---------- - config : :class:`ussr.config.Configuration` + config : :class:`asteria.config.Configuration` Configuration parameters used to create a Source. Returns diff --git a/python/ussr/tests/__init__.py b/python/asteria/tests/__init__.py similarity index 100% rename from python/ussr/tests/__init__.py rename to python/asteria/tests/__init__.py From 02c81437cc3b4762313d83cf94b5a06369ee573c Mon Sep 17 00:00:00 2001 From: Segev BenZvi Date: Fri, 22 Feb 2019 12:10:44 -0500 Subject: [PATCH 2/4] Rename module from ussr to asteria. --- setup.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/setup.py b/setup.py index a841709..38bf098 100644 --- a/setup.py +++ b/setup.py @@ -12,13 +12,13 @@ from distutils.command.sdist import sdist as DistutilsSdist from setuptools import setup, find_packages # -from python.ussr._git import get_version, SetVersion +from python.asteria._git import get_version, SetVersion # # Begin setup # setup_keywords = dict() # -setup_keywords['name'] = 'ussr' +setup_keywords['name'] = 'asteria' setup_keywords['description'] = 'IceCube supernova simulation package' setup_keywords['author'] = 'IceCube Collaboration' setup_keywords['author_email'] = 'sn-wg@icecube.wisc.edu' @@ -46,8 +46,8 @@ # # Internal data directories. # -setup_keywords['data_files'] = [('ussr/data/config', glob('data/config/*')), - ('ussr/data/spectra', glob('data/spectra/*'))] +setup_keywords['data_files'] = [('asteria/data/config', glob('data/config/*')), + ('asteria/data/spectra', glob('data/spectra/*'))] # # Run setup command. # From ef76a3dbaac396e4d1378944879009d95080b118 Mon Sep 17 00:00:00 2001 From: Segev BenZvi Date: Fri, 22 Feb 2019 12:11:13 -0500 Subject: [PATCH 3/4] Rename ussr/USSR to asteria/ASTERIA. --- data/config/test.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/data/config/test.yaml b/data/config/test.yaml index 8e9b29a..b7b48fe 100644 --- a/data/config/test.yaml +++ b/data/config/test.yaml @@ -5,13 +5,13 @@ name: IceCube fast supernova simulation # - Set to will use an absolute installation path. # - Set to an empty string to force paths relative to the working directory. # - Set to some other absolute path. -base_path: '{USSR}/data' +base_path: '{ASTERIA}/data' #base_path: 'data' # Turn up simulation verbosity. verbose: no -# The detector configuration is loaded by the ussr.detector module. +# The detector configuration is loaded by the asteria.detector module. detector: name: IceCube_IC-86 geometry: @@ -26,7 +26,7 @@ detector: format: ascii path: detector/effectivevolume_benedikt_AHA_normalDoms.txt -# The source configuration is loaded by the ussr.source module. +# The source configuration is loaded by the asteria.source module. source: name: Sukh_SFHo_z9.6 model: Sukhbold 9.6Msun progenitor with SFHo equation of state From 81175f29fd5f11609d3abf86c39a319eab7a4c95 Mon Sep 17 00:00:00 2001 From: Segev BenZvi Date: Fri, 22 Feb 2019 12:25:52 -0500 Subject: [PATCH 4/4] Update notebooks to use asteria module name. --- docs/nb/DetectorResponse.ipynb | 50 +++++++------ docs/nb/cross_sections.ipynb | 23 ++---- docs/nb/detector.ipynb | 117 ++++++++++++++++--------------- docs/nb/inverse_beta_decay.ipynb | 20 +++--- docs/nb/luminosity.ipynb | 24 +++---- 5 files changed, 114 insertions(+), 120 deletions(-) diff --git a/docs/nb/DetectorResponse.ipynb b/docs/nb/DetectorResponse.ipynb index e6c63fe..c05090c 100644 --- a/docs/nb/DetectorResponse.ipynb +++ b/docs/nb/DetectorResponse.ipynb @@ -1,5 +1,16 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Detector Response Tests\n", + "\n", + "Demonstrate the conversion of neutrino flux at Earth to observed hits in IceCube.\n", + "\n", + "Hit estimates from ASTERIA are compared to equivalent output from the USSR C++ code." + ] + }, { "cell_type": "code", "execution_count": 1, @@ -8,9 +19,9 @@ "source": [ "%matplotlib inline\n", "\n", - "from ussr import config, source, interactions\n", - "from ussr.neutrino import Flavor\n", - "from ussr.detector import Detector\n", + "from asteria import config, source, interactions\n", + "from asteria.neutrino import Flavor\n", + "from asteria.detector import Detector\n", "\n", "import astropy.units as u\n", "\n", @@ -30,8 +41,8 @@ "This will load the source configuration from a file.\n", "\n", "For this to work, either the user needs to have done one of two things:\n", - "1. Run `python setup.py install` in the USSR directory.\n", - "2. Run `python setup.py develop` and set the environment variable `USSR` to point to the git source checkout.\n", + "1. Run `python setup.py install` in the ASTERIA directory.\n", + "2. Run `python setup.py develop` and set the environment variable `ASTERIA` to point to the git source checkout.\n", "\n", "If these were not done, the initialization will fail because the paths will not be correctly resolved." ] @@ -201,7 +212,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -275,7 +286,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": { "scrolled": false }, @@ -304,9 +315,9 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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\n", 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\n", 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UKIYPH86TTz5J9erV3XVat25N69ateeaZZxgwYADDhg3jkUceISAggLS0NEqVKkV4eDjh4eGMHTuWli1bMm7cOPr06VPo1+4tZ/tYLk5ycrJH/j0oyTeiBgLJ1trmxpi7gI+B67JWstaOB8YDNG/e3LZv375Qg7wYMTExFKd4i6O89PHJlFT6v+b8ObZZs2Y0q1Yu1/rfHfmNLScO6nvnop9jz1Mfe15R7uPY2FhCQ0O9HUa+1a9fnzlz5hASEoIxhoSEBEJDQ9m0aRN169bN8Zoy3oiaU53GjRszdepU/P39CQ0NxdfXl4CAgEz1hw4dyuDBg7nvvvsIDr407kM628dycYKCgjL9HBaUwlynfQ/OHPOzqri2ZVvHGOMHhOHckJrTsbm1uRv43FX+Amh00Vcgko3dR09xOjWdssH+RIXrHzsRkYLw2GOPsX37dp588knWrVvHH3/8wTvvvMMnn3zinmvevn17PvroI3755Rfi4uKYM2cOQ4YMoW7dulx11VUcPnyYDh06MG3aNH777Td27NjBZ599xqhRo+jYsSNlypTJ8fy9e/fGGMMHH3xQWJcskqvCTNpXA1caY2oYYwJwbiydnaXObOB+V7k7sNA6T6OZDfQyxgQaY2oAVwKrztPml8D1rnI74HcPXZcIAK/f2ZDSgXn749XBhBQmLtvh4YhERIqvmjVrsmTJEv744w9uvPFGrr/+embMmMFnn33GzTffDMBNN93E1KlTuemmm6hbty6PP/441113HfPnz8fX15eQkBBat27Ne++9R7t27ahfvz5Dhgyhd+/ezJw5M9fzBwQEMGDAAEaNGqUpI1IkFNr0GNcc9QHAdzjLM35srd1ojHkV+NlaOxuYAEx13Wh6BCcJx1XvU5wbTFOBJ6y1aQDZtek65RvAf40xzwCJwN8L61pFSEkA/9Lgc+7n4hvqhfPJql18sWYPD7ap4YXgRESKhxYtWvDdd98B2U/dGDx4MIMHD87x+MDAQF5//XVef/31XM+T0/zjIUOGZLpZVcSbCnVOu7V2DjAny7aXM5STcdZVz+7YEcCIvLTp2n4MuPUiQxbJlbU208OTAFg8GhYNh/p3QY+J5xzToW447aMqctS14oyIiIjI+RTm9BiREudEcioLNzuriUZFhIK18OdPzs6Nn0OC1mMXERGRi6ekXaQA/OO2etSqGAKro2Hbwr92/KsO7FoN2xbBHwsgPd29a93u40z4UfPaRURE5PyUtIsUpJPxztd+38FVXZzyhE4wtSv8tzuMrglnTrnnsq/acdhLgYqIiEhxoqRdpCAd+9P5Wq019JwGtTtl3n/qKJw8RLs6FakboeUhRUREJG+UtIsUlI1fwLrpmbf1mQVN7oUrb4R2LzrbTh4q/NhERESkWCvJT0QVKTTlErfC9w84b3pO+2uHMdB1jFNeP8v5+p8OUKMtMLAwQxQREZFiTCPtIhdh6R/OqHlwsmuVmOb9/prLntVVXeC2d5zywVishZ+2HSYxJbUQIhUREZHiTEm7yEV4/rN1AJQvHeBsaNw758p+gU5S3+x+ML6UKeVHQnIqYxZtLYRIRUREpDhT0i5yEayFe5tH0GLDa/k+dnzf5gCMjdnG+t3HCzo0ERERKUGUtItcBF8fQzW7F467Vo0pXytvBybup1xAOvdfXR2AZdviPRShiEjx9uuvv+Lr68sNN9xwzr7FixfTsWNHKlSoQHBwMLVq1aJPnz6cOHGCYcOGYYzJ9RUXF5djvYiICPd52rdv794eEBBArVq1GDx4MCkpKZniMcYwa9asc+J8++238fX15aWXXir4DpJLhpJ2kYLSYzIEX3b+en6BztdP+zLo5qs8G5OISDEXHR3N448/TmxsLLGxse7tmzZtonPnzjRq1IhFixaxYcMGxo0bR1hYGCkpKTz//PPs27fP/YqKiuK5557LtK1q1aoAREVFZdq+b98+1q9fnymOBx98kH379rF161ZGjRrFmDFjGDZsWJ6uYcKECQwaNIhJkyaRlpZWYH0jlxatHiNS2NoOhFXjtfSjiMh5nDp1iunTp7N06VKOHz/OhAkTeOuttwCYP38+5cuX55133nHXr1mzZqYR+ZCQEHfZz8+PkJCQTCPoGfdltz2j4OBgd51q1aoxffp05s+fz8iRI3M9bvny5cTHxzNs2DBmzpzJ3Llzue22285/8SJZKGkXuQg+pNN966D8HRRSCWrfAEl/PQ31jbmbaVenIlddXqaAIxQRyWLuINi//vz1ClJEQ7j5jXwfNmvWLKpXr07Dhg3p1asXDzzwACNHjsTf35+IiAgOHTrEokWLuP766z0QdM7WrVvHsmXLiIyMPG/d6OhoevXqhb+/P/feey/R0dFK2uWCaHqMyEUozSkuS9ntvKl2df4O3vsrpfb8xJ1NKwPw+4GEAo5ORKR4mzBhAn379gXg2muvJTg4mK+++gqAHj160Lt3bzp06EB4eDhdunTh7bff5tCh/P8VMzY2lpCQkEyve+65J1Od8ePHExISQmBgIE2aNOHQoUMMHJj78zYSExP59NNP3dfQt29f5syZw/79+/Mdo4hG2kUKwk0jITQ87/WrtYatC2DVRzzZYRxfrNnjudhERDK6gBFvb9i6dSs//vgj06c7T5o2xtCnTx8mTJhA9+7d8fX1ZeLEiQwfPpyFCxeyYsUKRo8ezYgRI1iyZAn169fP87lq1arFnDlzMm3LOLUGoGfPnrzyyiucOHGCN998k3LlytGtW7dc250xYwZVqlShefPm7vO0aNGCyZMn8+KLL+Y5PhFQ0i7iHW2fhw2fO2tGiojIOaKjo0lLS6NatWrubdb1b+auXbvcN5FWrlyZvn370rdvX4YPH06dOnUYPXo0kyZNyvO5AgICqF27dq51wsLC3HWmTZtG/fr1mTRpEg888ECu17Blyxb8/P5Kt9LT0zl06JCSdsk3TY8RuUDfbzrAqdMFtwrA/81Yy/7jyQXWnohIcZWamsrkyZMZOXIka9euZe3atSxbtox169bRqFEjJk6cmO1x5cqV4/LLLycxMdGj8fn7+zNkyBAGDx5MUlJStnU2btzIypUrmT9/vvsa1q5dy8qVK4mLi2PJkiUejVFKHo20i1ygN+ZtLpB2qpcvTZOqZVm76xg7D58kIiyoQNoVESmuvv32W+Lj43n44YcpX748AAkJCYSGhtKrVy/GjRtHeHg4a9eu5c4776RWrVokJyczZcoU1q9fn+9R7NTU1Gznmee2okzv3r0ZMmQIH3zwAS+88MI5+6Ojo2natCmdOnU6Z1/Hjh2Jjo6mbdu2+YpTLm0aaRe5QNZabqyf+xJheeHrY3jhpigA9hw7ddHtiYgUdxMmTOD66693J+wZ9ejRg7i4OI4dO0ZSUhKPPfYYDRo0oG3btixevJgpU6bQp0+ffJ1vy5YtXH755ee8UlNTczwmICCAAQMGMGrUKBISMi8kcPr0aaZNm0b37t2zPbZHjx7MmjWL48f1NGzJO420i1yEh/e+7BSMuYCjLWz+BnatIijgSgCe/XQd7epUpHxIYMEFKSJSzMyePTvHfTVr1nTPbc+PDRs2ZLt92LBh531IUkxMTLbbhwwZwpAhQ9zvM8aV2yo2/fr1o1+/frmeUyQrjbSLXIRap1xrHUfdkv+D63R2vk64gSZJK+nWrAoAJ1P0tDwRERHJTEm7yEVIM35w9QAoVz3/B3d6Bbq8B4BP/GauqeX8GfijJdsKMkQREREpAZS0i3hTw7vdxaiIUAD+u/JPTiSf8VZEIiIiUgQpaRcpIhpUDmPILXUBuOvDn7wcjYiIiBQlStpFvOnsDazfvwJ7fqVXy2qUDfZn68FEdh4+6d3YREREpMhQ0i7iTf6loOUjTvnwNsoE+dOnlfP0v+c+XefFwERERKQoUdIu4m0t+2d6+0ynOkSWD+bnnUcZs2irl4ISERGRokRJu0hRkZoMgJ+vDyPvagTA6O+28PaC3y9oTWIREREpOZS0i1ygumlbCLTJF9+Qj6/zdfYAOOws93h1rfKM7/s3AN7/4Q9mrt518ecRERGRYktJu8gFei55jFMIq3JxDZWLhMa9nXLCfvfmG+tHMOvRqwHYvD8hmwNFRORiREZG8tZbb+VaJyQkhEmTJhXoeSdNmkRISEiBtikln5J2kQsQu+8ENvU0scHNofVjF9eYMdC4l1NeMgrS0927GlctC8Ckn+JY8nvOj8QWESlJHnjgAYwxGGPw8/OjWrVqPPPMMxw9erRAz7N69Woef/zxAm3TU2JiYjDGEB8ff86+rB8+Fi9eTMeOHalQoQLBwcHUqlWLPn36cOLECXedL7/8kquvvpqyZcsSEhJC3bp1GTBgwDnnO/sqX748HTp0YNmyZXmO+ddff8XX15c2bdpkuz+3OIcNG5bp/Nm94uLicqwXERHhPk/79u3d2wMCAqhVqxaDBw8mJSUlUzzGGGbNmnVOnG+//Ta+vr689NJLeb52T1DSLnIB3pi7GYvBBoUVTIPlIp2v22Pg+J/uzf6+PrxxV0MA4hNTzj1ORKSE6tSpE/v27SMuLo7o6Gjmzp1b4Al2xYoVCQ4OLtA2vW3Tpk107tyZRo0asWjRIjZs2MC4ceMICwtzJ6k//PADPXr0oEuXLqxYsYI1a9YwevTobO+f2rhxI/v27SMmJoaKFSty6623cvDgwTzFEh0dzeOPP86GDRuIjY3NV5zPP/88+/btc7+ioqJ47rnnMm2rWrUqAFFRUZm279u3j/Xr12c634MPPsi+ffvYunUro0aNYsyYMQwbNixP1zFhwgQGDRrEpEmTSEtLy9MxnqCkXeQCpKVbAvx8uOryMgXTYLnq0HWcU07P/A9Cm9oVAHj203XExWvtdhG5NAQGBhIREUGVKlW48cYbueuuu5g/f36mOsePH6d///5UqlSJ0NBQ2rVrx88//5xpf9++falUqRJBQUHUrFmTd999170/6wj11q1bad++PUFBQURFRfHNN99kOl9cXBzGmEzngHNHaAcNGkRUVBSlSpUiMjKSF154geTkArgHKg/mz59P+fLleeedd2jYsCE1a9bkhhtu4MMPP6RixYoAfP3117Rq1YohQ4ZQt25drrzySrp06cKYMWPOaa9SpUpERETQsGFDhg4dyvHjx1m5cuV54zh16hTTp0+nf//+dO/enQkTJuQrzpCQECIiItwvPz+/c7b5+jr3hPn5+WXaHhER4b7Ws4KDg4mIiKBatWp069aNG2644Zyfp+wsX76c+Ph4hg0bRqlSpZg7d+55j/EUv8I8mTGmM/Ae4AtEW2vfyLI/EJgC/A04DPS01sa59g0GHgLSgKestd/l1qYxZhLQDjjuav4Ba+1aT16fXFp8jMEUaIOuX8dx18LgPeDjfKauUq4Utza8nG/X7yPu8EkiK5QuyLOKyCVm3rx57N+///wVC1BERASdO3e+4OO3b9/O999/j7+/v3ubtZZbb72VsLAwvvnmGy677DImT55Mhw4d2LJlC5dffjlDhw5l/fr1fPPNN4SHh7Njxw4OHcp+qmF6ejp33nkn5cqVY/ny5SQlJfF///d/50yhyIvSpUvz8ccfU7lyZTZt2sSjjz5KYGAgr732Wrb14+LiqFGjBhMnTuSBBx7I9/kyioiI4NChQyxatIjrr78+xzqbN29m3bp1NG7cOE/tJiUluef2Z/w+5GTWrFlUr16dhg0b0rdvX+6++25GjhzpPjYvcXrKunXrWLZsGZGRkeetGx0dTa9evfD39+fee+8lOjqa2267zfNBZqPQRtqNMb7AGOBmoB5wjzGmXpZqDwFHrbW1gXeAN13H1gN6AfWBzsCHxhjfPLQ50FrbxPVSwi5FW50bISQcziTBvBfdm40xPNgmEoAHJq7mWNJpLwUoIlJ45s2bR0hICKVKlaJWrVps3ryZF1/869/GRYsWsXbtWmbNmkXLli2pXbs2r732GjVr1mTq1KkA7Ny5k2bNmtGyZUuqV69O+/bt6dGjR7bn+/7779m0aRPTpk2jadOmtGnThnfffZfU1NR8x/6Pf/yDNm3aEBkZyS233MKQIUP45JNPcqzv7+9PVFQUYWEXP+WyR48e9O7dmw4dOhAeHk6XLl14++37skoYAAAgAElEQVS3M31YefLJJ2nVqhVNmjShatWqdO/enXHjxpGYmHhOe5GRkYSEhBASEsLbb79N8+bN6dix43njmDBhAn379gWgXbt2BAcH89VXX+UrzryKjY11x3j2dc8992SqM378eEJCQggMDKRJkyYcOnSIgQMH5tpuYmIin376qfs6+vbty5w5cwr9Q+9ZhTnS3hLYaq3dDmCMmQHcAWzKUOcOYJirPAv4wBhjXNtnWGtTgB3GmK2u9shDmyLFQ1AY9P4UxreDnydC5zfdo+2Nq5alVY3LWLnjCMeSzlA2OMDLwYpIcXUxI96FqW3btowfP55Tp07xn//8hy1btvDUU0+59//yyy8kJSWdMw0iOTmZbduc5XMfe+wxunfvzi+//MINN9xAly5daNeuXbbni42NpXLlylSrVs29rVWrVvj45H98c9asWbz77rts3bqVxMRE0tLScp0LXblyZTZv3pzv82TH19eXiRMnMnz4cBYuXMiKFSsYPXo0I0aMYMmSJdSvX5/SpUvz7bffsm3bNhYtWsSKFSsYPHgwr7/+OqtXryY8PNzd3qJFiwgLC2PNmjUMHjyYyZMnu0fLly5dys033+yu+9FHH9GnTx+2bt3Kjz/+yPTp0wFn8KlPnz5MmDCB7t275znOvKpVqxZz5szJtC3r6jw9e/bklVde4cSJE7z55puUK1eObt265drujBkzqFKlCs2bN3efp0WLFkyePDnTB8jCUphJe2Ug42LTu4FWOdWx1qYaY44D5V3bV2Q5trKrnFubI4wxLwM/AINcSX8mxpj+QH+A8PBwYmJi8ndVXpSYmFis4i2Ocurjo0dPkZaexsGDB9lUwN+D2pVvpcqebzn04c1sbDDYvb1xaCorgdvfj+Hd64PxMQU6Ocdr9HPseepjzyvKfRwWFkZCQvFaNvbMmTMEBAS4k8cRI0Zwyy23MHToUIYMGQI4c6YrVarEvHnzzjm+TJkyJCQkcO2117Jx40bmz5/P4sWLufXWW+natStjx44FnCk2KSkpJCQkkJycjLU2U1+dOXMGcD4IJCQkkJSUBDjf77P1ztY5deoUCQkJrFq1il69ejFo0CCGDx9OWFgYc+fO5aWXXnIfc3Z+e36+L2fnb+/Zs4fAwMBM+44dO0ZgYGCm9sqUKUPXrl3p2rUrL774Is2aNeP1119n3Lhx7jqVKlWiZ8+e9OzZk//7v/+jWbNmvPvuuwwZMsR9rRUrVqR8+fJcfvnlHD16lK5du/LTTz8RGBhIVFQUP/74Y6b2EhIS+PDDD0lLS8v0AejsTa6xsbFUqfLXUsl5iROc6Utnv1cZpaSk4Ofnl+mDxlln66alpVGqVCnCw8MJDw9n7NixtGzZknHjxtGnT59Mx5z9PoLzIWTLli34+f2VLqenp3PgwIFcb4pOTk72yL8HhTqnvZANBvYDAcB44EXg1ayVrLXjXftp3ry5bd++fSGGeHFiYmIoTvEWRzn1cfTWlfgm+1KpUiUqFfT3oElNePdbKsavoH3YHmjq/IPS+ORppsYu5MTpNK65ti1B/r4Fe14v0c+x56mPPa8o93FsbCyhoaHeDiNf/P398fPzyxT34MGD6datG08++SRXXHEFV199NcOGDaNMmTLUrFkzx7ZCQ0Pp378//fv3Z+bMmdxzzz1MmDCBwMBAjDEEBgYSGhpK06ZN2bt3L8eOHXOvSrJs2TLS09MJCgoiNDSUGjVqAHDixAl3bKtXrwagVKlShIaGsnbtWipXrszw4cPdMUycONEdC0BQUFCm93nRpEkTfHx82LJlS6Z56Nu3b+f48eM0btw4x/ZCQ0O54oorSElJybFOgwYNCA4O5syZM4SGhrpX1QkJCXEf079/f0aPHs2UKVN49tlnCQ0NpVKlSpnaSU1N5ZNPPmHkyJHnzP3u27cvn332GS+//HK+4/Tx8XF/rzIKDAzEx8cn17709fUlICAgU52hQ4cyePBg7rvvvkwrCJ39Pm7cuJGff/6ZBQsWZFo+8tSpU7Rp04Y1a9bQtm3bbM8XFBRE06ZNc4znQhXm6jF7gKoZ3ldxbcu2jjHGDwjDuSE1p2NzbNNau886UoCJ/DWdRqRoK1sNurnusv/qcZjzApxOolzpAJ7sWNvZvDbrr46ISMl23XXXUa9ePXcy3KlTJ9q0acMdd9zB3Llz2bFjB8uXL+eVV15h6dKlALz88st8+eWX/PHHH8TGxvL5559Ts2bNc0aqz7ZXt25d7rvvPtauXcvy5ct55plnMo2ylipVitatW/Pmm2+yceNGfvrpJ55//vlM7dSpU4c9e/bw3//+l+3btzN27Nhc57ODM3pet25dvvjiixzrhIaG8ve//52BAwfy1VdfsWPHDpYsWUKfPn1o3bo11113HeCMDj/22GPMnz+fbdu2sXHjRl588UXWr1/PnXfeCcCwYcN44YUXiImJYceOHaxZs4Z+/fqRmJjI7bffnmMMPj4+PP3007zxxhucPJn9ambffvst8fHxPPzwwzRo0CDTq1evXkycOBFrbZ7izKvU1FT2799/zis3vXv3xhjDBx98kO3+6OhomjZtSqdOnTJdQ4sWLejYsSPR0dH5irEgFGbSvhq40hhTwxgTgHNj6ewsdWYD97vK3YGF1vl7ymyglzEm0BhTA7gSWJVbm8aYy11fDdAV2ODRqxMpSA27w82jnPKqj+DXyQBEhTujBMO/jc3pSBGREuu5555jwoQJ7Ny5E2MMc+bMoUOHDjz88MNERUVx9913s2XLFq644grAGYV96aWXaNy4MW3atCEhIYGvv/4627Z9fHz44osvSE9Pp1WrVtx3330MHTr0nAT/448/BqBFixY88sgjmUbUAbp06cLAgQN5+umnadSoEQsWLODVV8/5Q38mZ86cYcuWLRw/fjzXeu+99x79+vVj0KBB1K9fn/vvv5+GDRvy9ddfY1xTJlu2bElSUhKPPfYYDRo0oG3btixevJgpU6a4p4K0a9eOHTt2cP/993PVVVdx0003ERcXx4wZM3IcPT6rX79+pKam8t5772W7f8KECVx//fWUL1/+nH09evQgLi6OBQsW5CnOvDq7WlDWV243EQcEBDBgwABGjRp1zpSb06dPM23aNPf8++yuY9asWef9fhU0k91C+h47mTG3AO/iLM/4sbV2hDHmVeBna+1sY0wQMBVoChwBemW4yfQloB+QCjxtrZ2bU5uu7QuBioAB1gKPWmvPvS06g+bNm9usa68WZUX5z7ElRU59fG/0St7Y9xBV6jaHHpM8F8DxPfBOPYi8Dvp+Ab7+vPzVBqYs38kvQztRPuTc0aLiRj/Hnqc+9ryi3MexsbFcddVV3g7joiUkJBS7aT7Fjfq4YOT2O2eM+cVa2/xC2i3UOe3W2jnAnCzbXs5QTgayXYvJlYyPyEubru0dLjZekRxZS7AthAcdhbhurIlbClvmQr3bCQ5wfm0fm/Yrnz56tedjEBEREa/TE1FFLsDfj77DZelHwOf8D5i4KL5+8IDrM+lBZyXTpzrWJqyUPzuPnCQ9vfD+UiYiIiLeo6Rd5AKUTzvgFNoVwjqtl7lWRYgZCft+IzjAjza1y3PgRApDv9KtGiIiIpcCJe0iF2izfz2oUNvzJypzOVw/1CmvGg/WMvCmugDsP57s+fOLiIiI1ylpFykO6nd1vq6ZCsd3UaNCaRpULsPCzQdZsf2wd2MTkSKvMBedELmUefJ3TUm7SHFQ4Uq47V2nvGUuAJ2ucm5Snb1ur7eiEpFiwNfX1/3UThHxrDNnzmRa278gKWkXKS7Ozm2f+wKknubpTnUoF+zPgk0HSEzJeS1aEbm0lS1blgMHDpCenu7tUERKtPT0dA4cOEBYWJhH2i/UJR9F5CLUbAdtnoZl78LpRPC7jHKlA9h+6CSfrPyTh9vm/BhvEbl0VahQgd27d7NlyxZvh3JRkpOTCQoK8nYYJZr6+OKVLl2aChUqeKRtJe0ixUlIJedrdCd46lf+9+g1NH1tAT9ujafftTXw9THejU9EihwfHx+qVavm7TAuWkxMDE2bNvV2GCWa+rho0/QYkXyKT0zhWNIZwAs3djW9F0pdBifjAShTylknfvHvh5i/cX/hxyMiIiKFQkm7SD69s+B3APx8vPDrExQGDbpBynGY/w98fQzTHmoFwHcb9+thSyIiIiWUknaRfEpJdW7mqlGxtHcCaNzL+bptIQD1rigDwJdr97Jm11HvxCQiIiIepaRd5AIE+fvia7w0f7xKc4i6FQ5sgB/f4bLSAbzXqwkA/164VaPtIiIiJZCSdpHiqFV/5+vO5QD8rXo5AGK2HGLnkSRvRSUiIiIeoqRdpDiq2R4ubwx/fAf7N1ClXDDv3+Pc8d9r/HLSNNouIiJSoihpFymurmjmfP35YwDa1CpPgJ8PB06ksHLHYS8GJiIiIgVNSbtIcdXlXWf5xx1L4Ewy5UMCGdG1AQBP/PdXLwcnIiIiBUlJu0hxFhQGh/9wj7Z3/1sVOteP4GjSGR6cuEo3pYqIiJQQStpFirP7v3a+bvwCUk9jjOH5m+oAsGjLIW79948kn0nzYoAiIiJSEJS0ixRnZSo7X3evgs3fAFC7Uigxz7cHIHbfCZoP/56DCcleClBEREQKgpJ2kXyqf2IpLdLXgS0CU098fOCh753yig8h9TQAkRVKs2pIR4L8fUhMSaVv9CpOndaIu4iISHGlpF0knxok/OgUGvf0biBnVXSmw7B7tTPi7lKpTBAb/9kZgC0HEvhu435vRCciIiIFQEm7yAXYT0Vo8Xdvh+EICoP7Zjvl//0dUlPcu3x9DN8/2w6Ap2eu5ZedR70RoYiIiFwkJe0iJUFEQ8BAwj6I+zHTrloVS3NnU2fue7exP7FqxxEvBCgiIiIXQ0m7SEkQfBn0mu6Up93lntsOYIzhXz0ac0/LqgDc/dFyYrYc9EaUIiIicoGUtIuUFFfeCLVvcMrfDc60y8fHMKJrQx64JhKAByauZuqKnYUcoIiIiFwoJe0iJYWvH3QY6pRXR0P81ky7fXwMw26vz796NAbgH19uYOHmA4UdpYiIiFwAJe0iJckVTaC9a5T9g7/B9phzqnT7WxVevaM+AP2n/MLxpDOFGKCIiIhcCCXtIiVN24HQ9F6nPOUOWPvJOVXuuzqSdnUqkppuaTt6EUdOnj6njoiIiBQdStpFShofX7hjDNz6tvP+y0dh0chzqv27d1NCg/w4fuoMzV5bwM9xWlVGRESkqFLSLlJStXgI7v/GKS9+AzZ/m2l3mSB/fhl6A/ddXR2AR6f9QkKypsqIiIgURUraRUqyGtdB94+d8pePQ/LxTLsD/HwYcstV+Psa4hNP6+FLIiIiRZSSdpGSLupWCAiB5GPwRjU4tivT7iB/Xz595GoABkxfQ9LpVG9EKSIiIrlQ0i5S0vkHwcBtrqemAu82gAMbM1WpXSmE0gG+JKakMm7xdi8EKSIiIrlR0i5yKfAPgoe+hxrtnPdjr4GV4927Q4P8mfr3VgC8/8MfWgZSRESkiCnUpN0Y09kYs8UYs9UYMyib/YHGmJmu/SuNMZEZ9g12bd9ijLkpH22+b4xJ9NQ1iRQb/kHQ9wu43vUAprkDYf0s9+5m1cox+Oa6ANz2wVJvRCgiIiI5KLSk3RjjC4wBbgbqAfcYY+plqfYQcNRaWxt4B3jTdWw9oBdQH+gMfGiM8T1fm8aY5kA5j16YSHHi4wvtBkLXsc77/z0ECfvdu+9uXpWQQD92HTnFLzu1BKSIiEhRUZgj7S2Brdba7dba08AM4I4sde4AJrvKs4COxhjj2j7DWptird0BbHW1l2ObroR+NPCCh69LLiGLthwkLv4kFuvtUC5Ok94QdYtT/lcU/D4f0tMpVzqAgTdFAfDCrN+wtphfp4iISAnhV4jnqgxkXLZiN9AqpzrW2lRjzHGgvGv7iizHVnaVc2pzADDbWrvPyfuzZ4zpD/QHCA8PJyYmJu9X5GWJiYnFKt7iKGsff/7HadoCpfwo9n1vwvvR4s+1BJ/aC9N7sLHeQA5VupbqQJOKvqw9dJKHxs7nvnqBHo1DP8eepz72PPWx56mPPU99XLTlmLQbY57NayPW2rcLJpyCYYy5AugBtD9fXWvteGA8QPPmzW379uc9pMiIiYmhOMVbHGXt419Ob8H8CWVLlyoZfd9+I2z9Hqb3oP6m0dChF1SozeV1E7jp3SUs/DOV269uQNemlc/f1gXSz7HnqY89T33seepjz1MfF225jbQ/mcc2LJCXpH0PUDXD+yqubdnV2W2M8QPCgMPnOTa77U2B2sBW1yh7sDFmq2uuvIic5eMDV94AdW+Dzd9A/O9QoTZREaG827MJT89cy9Mz11KtfDDNqun2EBEREW/JcU67tbZGHl8183iu1cCVxpgaxpgAnBtLZ2epMxu431XuDiy0zqTa2UAv1+oyNYArgVU5tWmt/dZaG2GtjbTWRgJJSthFcmAMtH3eKc+4BxIPAtC1aWUeb18LgLs+/ImtBxO8FaGIiMglr9BuRLXWpuLMM/8OiAU+tdZuNMa8aoy53VVtAlDeGLMVeBYY5Dp2I/ApsAmYBzxhrU3Lqc3CuiaREiOiEdRs75SjO0F6GgAvdK7LTfXDAej09hIOJiR7Jz4REZFLXJ5vRDXGlMNZWrEaEJBxn7X21by0Ya2dA8zJsu3lDOVknLno2R07AhiRlzazqROSl/hELlk+vnDXf+CtK+HYTlj1H2j9KABjejfjhneWsCP+JA9P/pn/PXYNfr56LpuIiEhhytP/vMaY1jjLLL4FvAb0A14CnseZxiIixV1IJbj3c6f83RD3Zj9fHz595GoA1u0+zvexB7wRnYiIyCUtr8Nlo4H/4iyzmAx0wBlx/xnXA5BEpASo3RGueQpsGnz+iHtzxdBAvnqiDQCPTvuVgyc0TUZERKQw5TVpbwR84LopNA0ItNYeAF4EhnkoNpEip3zSNrr7LnHP+S6Rmt7rfP1tBmxf7N7cuGpZmlYrC0C/yatJPlOC+0BERKSIyWvSfjpD+QBQ3VVOBK4o0IhEirCo+AVOoXYH7wbiSRWj4MbhTnnK7XB4m3vXZ65pMhv2nGDWL7u9EZ2IiMglKa9J+69AC1c5BhhujLkfeB/4zQNxiRRZadbAHWO8HYZnXfMkNOrplD9qB0lHAGd++w/PtQNg6JcbWLvrmLciFBERuaTkNWl/CdjrKg8FDgH/BsoB/T0Ql4h4W9dxUPEqOJ0AY6+BU06CXqtiCI+51m/vOmYZv+w86s0oRURELgl5StqttT9baxe5yoestTdba8tYa5tba9d7NkQR8QofH+i/yCkn7HPWbz99EoDnb4zi5gYRAHQb+xNfrsn6cGMREREpSFpsWURy5l8KBrsS8sN/wLxBYC2+PoYPejfjkbbOA5GfnrmWj3/c4cVARURESra8rtN+mTFmrDHmd2PMMWPMiYwvTwcpIl4UGAL/57p15dcp8NtMAHx9DINvuYoJ9zcH4NVvNnHr+0u1HKSIiIgH5HWkfQLO01AnAU8DT2Z5iUhJVq463D3VKX/xCGxb6N7V8apw/vfYNQBs3HuClq//wM9xR7wRpYiISImV16S9I9DTWvu6tXaStXZyxpcnAxSRIuKqLtB+sFOeeicc+t2962/Vy7FleGdua3Q5AN3HLWfm6j+9EaWIiEiJlNek/SDOmuwicqkyBtoPgpauBaOm3w3WuncH+vnyQe9mjO7eCIAX/7ee1RpxFxERKRD5WfLxVWNMiCeDEZFioPMbcEUzOLoDZvTJlLgD9GhelX/cVs8pj1vO/uOa4y4iInKx8pq0DwVuBA4aY2KNMb9lfHkwPhEpanx84a7xTnnLt/BRW0hJyFTlgWsiaVenIgCtR/5AYkpqYUcpIiJSouQ1aZ8FvAW8CcwA/pflJSKXkgpXwmM/OeX9v8HIKnDsrznsvj6GMX2aUfWyUgA0eOU7DiZoxF1ERORC+eWlkrX2n54ORESKmfD68MIOGNsGEvbCuw3h4UVQuRkAIYF+fPPkddz276XsOnKKliN+YHK/lu4R+IzS0y3GgDGmsK9CRESkWNDDlUTkwgVfBs9uclaWAfjP9fDFo+557mGl/FnwTDv301Pv/3gV//x6IzbDPPif9qZSc8gc7vnPikzbRURE5C95fbhSujEmLYfXSWPMOmPMU54OVkSKIGOcNdw7DHXer/sE/lkW9jm3uwT5+zL23r/x2aNXAzBxWRwTXE9P3XowkfG/pQCwYvsRrn8rhuNJZwr/GkRERIq4vI60DwAOA9HAw65XNBAP/ANYCLxhjNGDlkQuRcZA24Hw/B8Q4oyq89F1sGOJu0qLyMuYPaANAAcTnET97JKQtSqWBiDucBLDv91UiIGLiIgUD3lN2m8CBltrH7HWfux6PQIMAdpZa58BngUe9VSgIlIMhFSC5zb/tZb75C5wZLt7d6MqZfHzMYxfsp0d8Sfd2//799b8NuxGAD77ZTe/7T5WqGGLiIgUdfl5IuribLYvBjq5yguAGgURlIgUY8bALaOhUS/n/b+bQ8IB9+6zN6J+uWYPr37916h6mSB/HrrW+Sfk9g+W0fTV+ZkSexERkUtZXpP2w0DXbLZ3xZkiAxACHC+IoESkBOg6FsIbgk2Df9WB43sAePvuJgCs2XWMU2fSCPGHcqX9AfjHbfUY1b0Rpfx9OZp0huvfimHq8jgvXYCIiEjRkdek/Z/Am8aYOcaYYa7Xt8BI4BVXnRvIfjReRC5FPj7QfxFcVst5/0492PPLOdWe+VsQgX6+7vd3N6/Kb8Nu5LorKwDwj6828vfJP2tlGRERuaTlKWm31n4MXAscA253vY4D11lrJ7nqvGWt7eWhOEWkOPL1hwE/Q9XWzvv/dKDUt08Als37TgBgbCq82whGXAH71gHg7+vD1Ida8fWAawH4PvYAjYbNZ+ScWG9chYiIiNfleZ12a+1ya21va20z16u3tXaFJ4MTkRLAxwf6zYPObwIQsHEmMwNec68g0+TgF3BsJ5w5CR+1hYOb3Yc2rBLGT4M68FSH2iSkpPLRku28/NUGNu09QXq6Rt5FROTSkWPSboy5LGM5t1fhhCoixZYx0PpR+D9nJL2Vz2b6t63JK13q0WT/Z5nrftgKTv21eswVZUvx7I1RfPKwM1o/ZflObnl/KR3fXsyJZK3pLiIil4bcRtoPGWMqucrxwKFsXme3i4icX7lIZz13YEjpb3iwTQ3Sffzg6gHw8hGoe5tT7+ePzzn06lrlmdm/NU93uhKAHfEnmbQsjhXbD7Ny+2FOp6YX1lWIiIgUOr9c9nUAjrjK1xdCLCJyKajVAZaMdhLzOjfhl5bsbPfxhVaPwuZv4Id/wm8zof6d0H6Q+9BWNcvTqmZ57m5elWveWMjbC35373u0XS0G3Vy3sK9GRESkUOSYtFtrF2dXFhG5KNWvgSZ9nKelfvmYsy3E9Ue9GtfBQ9/D4jdg6/cQMxJ2LoO7/gOhEe4mrihbii+faMOJU870mPs+XsW4xduYufpPbqwXwYg7G+Dnm+dbdkRERIq8fP+vZoypaIx52RgzyhjTxhNBiRRFqWnp7D+e7O0wSpbUZI6XqQvXPPXXtqot4N7/QY/JzvsdS+BfUbB9MaT9NYe9SdWytK1TkbZ1KjKlX0vKBftzNOkMM3/exS3vL9USkSIiUqLkmrQbY8YbY/6T4X1pYDUwFOgPxBhjOns2RJGi4dv1+9h1NMnbYZQsxoeUwPLOjapZ1e8K/4iH1k8476fcDq9VgH2/nVO1bZ2KrHn5RlYO6QjA7wcS6frhT9z276V8supPT16BiIhIoTjfSPt1wJcZ3t8LlAGuBMoB04CBnglNpGhJTEkFwMcnmwRT8u/4Loj/Pfc6vv7Q+XW4YwzUbO9s++g6WPIW7Fx+TvXwMkF8+UQbrruyAmWC/Niw5wSDP1/P7HV7Czx8ERGRwnS+pL0KsDnD+07ALGvtTuv87fk9oL6nghOREqppX3cxJbB8HurfC33+B1fe5Lxf+BpM7Awxb55TtUnVskx9qBVTH2rFOz0bA/DUJ2toPvx7Wr/+A9sPJRbIJYiIiBSm3FaPAUgFfDO8bwUMy/D+GM7Iu4hI3lW/Gl4+CknxbFu9kap5OcbXD7pFO6vK7FsHa6ZCzOsQtxSCyzurzFS6KtMhdzatwpGTZ1i/+xgb9p5g68FEOvxrMV8+0YaTKalcGR5CpdAgj1yiiIhIQTpf0h4L3Am8aYxpBFQGFmXYXx04kNeTuea/v4fzQSDaWvtGlv2BwBTgb8BhoKe1Ns61bzDwEJAGPGWt/S63No0xE4DmgAF+Bx6w1mqITaSo8PFxVo0xm/J+TFAZaPmwU0477STwcUud93vXQN8vIKgslP5r9P6ha2sAcCYtnX6TVrP0j3i6jlnm3j/v6euoG6GxBxERKdrOl7SPAj41xtwK1AXmWGt3ZNh/C7AqLycyxvgCY4AbgN3AamPMbGttxv+xHwKOWmtrm/9n787j667q/I+/zt1ys2/Nnu4r3aALBUSgyI4gLjCAgA4j4oio47jrjA46zig/HWdw3McFxwUQRTqKFKGWVaQtLd33PWmaNGmWm+1u5/fHuUmTNEu3m9yk7+fjcR73e7/f8z33fM8jlM8993w/X2NuA74G3GqMmQ3chluKUw48a4yZkThnoDY/Zq1tTnz2fwD3A72+JIjIKPa2b8GbPwbZZfDgZGjcB99a6I7d8RuYfmWv6n6vh+/ftYgn11UTt5YHn95GU3uEa//zRW5eVEleup87L5zIpHGZI3AxIiIigxt0Tbu19nfAdcAa4BvArX2qtAHfPcHPWgLstNbuttaGgUeAm/rUuQlI5HnjceAKY4xJ7H/EWtuZ+NKwM9HegG32CNgNkA4o/5vIWOJLc8th0vPgc4fgwvvAm+aO/eJdsPclWPdLOLqv+5SMgDb5qegAACAASURBVI/bl0zgjgsmsu4LV3HhlAIAHl9zkP95aQ9Lv76S9QcbR+JqREREBmWGK5exMeZm4Fpr7T2J93cBF1hr7+9RZ2OizsHE+10cW0f/qrX254n9PwL+mDhtwDaNMT/B/RqwGXirtfa4fH3GmHtx6SspKSlZ9Mgjj5zpS0+aUChEVlbWSHdjTOs5xn/eH6Fw+8/5sG8Zzy99YoR7Nnac0b9ja5mx/buUH1rea/crF/2YcD83vEbill2NcTpjlo1HYvxpn8sQNKfQQ5rXMCPfyzWTfJj+UlKOIvq3Ivk0xsmnMU4+jXHyXX755WustYtP5dyhlseMatbauxPLcr6F+5XgJ/3U+QHwA4DFixfbpUuXDmsfT8fKlSsZTf0djXqOcefTT3LNbpcBVeN+5pzxv+MLzoXNT4LxwFOfgFiYNx151N2smlMGl3wCAhnd1a9KvEZjcT766Dr+sP4Qm+rjALxeGyOaVczXbzn3zPVvBOjfiuTTGCefxjj5NMapbTiD9irolSSiMrGvvzoHjTE+IBd3Q+pg5w7aprU2Zox5BPgU/QTtIicqr2UHAK3nfxitek5hGQWw+G63fd674f9NhR09Zt43L4P7/uJywPfg83r49rsX8ulr2shM81IX6uTa/3yRx9cc5PE1B7vrffvdC3nr/LLhuBIREZFuQ+VpP5NWAdONMZONMQHcjaXL+tRZBrw3sX0zsCKRD34ZcJsxJs0YMxn3cKfXBmrTONOge0372+idb17klLUveP9Id0FOlNcPH3oN/v4l+MALbl/9Dvdk1X/Jhe9eDOHWXqdMKMygMCuNWaU5PPmhiynNCVKcnUZ20M1xfOiXr/PC9jqstTS1RRiuJYYiInJ2G7aZdmtt1BhzP7Acl57xx9baTcaYLwGrrbXLgB8B/2uM2Qk04IJwEvUew61NjwIfstbGAAZo0wM8bIzJwaV8fAP44HBdq4ikkOxSVwDufR5++TcQSmSqPbwRfncfXHQ/hGpg+tXuBteEc8fn8ernrgDAWst3Vu7i/y3fxnt+3Dtp1q/efyEXTT2Bh0SJiIicomFd026tfQp4qs++L/TY7gBuGeDcrwBfOcE248DFZ6DLIjKWlJ8Hn9jutkN18PVpsPl3rnT5yFoomHLcqcYYPnjZVPxew/ee301jW5h4YpL99h++yg/fs5hJhRk0d0QpykpjQmHGcW2IiIicqkGDdmPMQyfSiLX2I2emOyIiwySrCO5+Gp7/GgQyYdcKiLTBQwtg/m0Qj8C0q+C827tP8XgM9146lXsvndq973vP7+Krf9zK+3+2ulfzN8wv46HbFuDxjO7MMyIikhqGmmm/H9gP7MYtM+mPFnSKyOg08SJ4T2KWvbMFvrXYLZNZn0j9uvE30LAb3vL5AZv4+8umMrM0m9+trSLd76U8L53/+NN2fr/+EH/cWMP371xEaW4Qa2F2eQ5eBfEiInIKhgraf427iXMPbr3544klLCIiY0taNnzkdfdAJl8Q8ifCwzfCCw+6YrxgY3DLT2HOO3qdevnMYi6fWdz9/uZFlVz9zRcIdUa5p88M/Oeun8X7L5ky6nO/i4jI8Bo0aLfW3mqMKQDuBD4BfCuRPvFH1trVg50rIjLqBDJhSY/sQLf9Ch5JLI9x977Dr/8W0vNh4sVwdC/kTeh18ypAeV466794NX/d08CRUCdpPg/fWrGTDVVN/NtTW/m3p7bynTsWMq8il1jcMr4gQzPwIiIyqCFvRLXWNgAPAQ8ZYxYDfwc8Y4w5AFzU31NGRUTGhFnXwxeOQizsAvMXvwErvgw/u6l3vVt/Dufc2GuXx2N6ZZS5ek4pe460csv3XuFIKMx9v3i9V/2FE/L49h0LKctNT9rliIjI6HWy2WO2AuuAC4AZuDSLIiJjl8cDnqDbfvM/QjwKK/+9d51H74QbvglZpdBWD1klMOPq45qaPC6T1f90FZuqm3jjQBMBn4dVexp4dPUBXt/fyEX/voJFE/P5zh0LKckJDsPFiYjIaHFCQbsx5jLgfcA7cUH7d4BHrbWhJPZNRCS1eDyw9DOudHn9Z7Dsw/D7j/Wu60uHf9jgstT0Mac8lznluYBb//7Vd83jp6/s5YH/28yafUe54N+eA8DvNcQtfOmmOdx+/gRlohEROYsNlfLx88DfAlnAz4DF1lo9WVREpMvC90DhNNj0O0jPg8mXws/eDtF2lwd+5luhfIF7P/vtUDb/uCaMMdx98WTuunAiv11bxa66ED6P4cl11Rw82s7nn9jI55/YyLffvZDr55XqJlYRkbPQUDPtX8alfPwdkA7c19//LJSnXUTOahPf5EqXz+yHx94DO/8E2/7gCrg18bnj4T1PQuHU45rxeT38zeLx3e8/ec0sdta28J4fvUZ1Uwcf+qVbB//OBRVkB300d0S5enYJV80uwef1JPUSRURkZA0VtL+Ay8M+a5A6ytMuItJTIAPufBzCrdCwxz1hdccz8Ov3QtMB+NZCyC6D894N1kJGISy+22Wv6WNacTavfPYK1h1o5P5fvs7Bo+08vamGtrDLZvPE2ioArphVzBdvnKMnsYqIjFFDpXxcOkz9EBEZewKZUDrXbc95O5zTAC//Fzz3ALQccjPvXZ75PJx7u7uh1X98Bpnzxufx0qff0mvflkPNfOOZbTy7pZbntroS8Hr49HWzuGxGEeV5QdL9yhcgIjIWnFT2GGPMOABr7ZHkdEdEZAzzeOGSf4Q3fwxCh12+984WeOaf4Y1fwhu/cmXSJTDzejAG8ibCjGvcuX2cU5bD/7z3fKKxOE+sreKTj68nHIvz5d9v5ss96k3P80BZLZfNKNJ6eBGRUWrIoN0YkwN8BbgdyE/sOwr8Evhna21TUnsoIjLWGAPZpW7blwbv+K6bYf/9P7igfe+LrvR003fccpp+gm6f18Mti8dzy+Lx1DZ3sPZAI7vqQqzcVsdrexrY0Rjnb3+yCnDLaB66fQGZaSeb8VdEREbSUNlj8oBXgInAL4DNiUNzcCkg32KMuViBu4jIafIH4R3fc6WzxeWDb9gN//dRqNkAT97nypUPwPxbweNzs+/BPJeKMqE4J8g1c9wXgvuWTsNay8PLVvB/1ems2XeU57bWMueLy3nnwgoumlJIOBbn3Mo85lbkjtSVi4jICRhqquWfcDeaTrPWHup5wBjzReBPiTqfTE73RETOQmnZ7rViEfz9Sy5o/9Xt7ibWZ7/oSk/TroKrvgQls49ryhjDpFwvv7npTcTilvt+sYblmw7z29er+O3rVb3qfuQt03j/pVPIDvqTdWUiInKKhgra3wnc3zdgB7DWVhtjPgV8CwXtIiLJUzoPPrYRmg7C9qcBAzbutnc+61JL7vyTq/uWf4KL7u/3Zlavx/D9uxbTGY3R2BYhHI2zsaqJB5dvY8+RVh5asZOHVuykKDuNG+aX8b43T6YyX9loRERSwVBBezmwfpDjbyTqiIhIsuVWwvn3HHu/5P0Qi8L2P7onsrbWwYp/dSW73C2zKZ5FefpCiFzQHcin+byU5LgbW8cXZHDdvDKa2iL853PbeXTVAepaOvnJy3v5yct7AbjpvHLyMwJ0RmPcffFkZpRkD/eVi4ic9YYK2htxQfnBAY5XJuqIiMhI8PrgnBtdCdXCK9+C5mqo3wEt1XBwFTNYBV/5vssNf+UDMP9vjruhNTfDzxdvnMMXb5xDWzjKsnXVfP2ZbRwJhXl282FaE3nhf/XaAQAWTcznnjdP5po5pXg8ykgjIpJsQwXtK4DPAzcNcPyziToiIjLSsorh6i/33td8iAOPfZLxB//P5YZ/4l5XFt0N593hgn5vGhTN7E4rmRHwcduSCdy2ZEJ3M/G45ZnNNXzv+d2sO9DImn1HWbPvKAClOUE+csV03rmwgqDywouIJMVQQfsDwCpjzGvAN4Ctif2zgY8DM4AlyeueiIiclpwydk27h/H3/Bzqd8GyD8O+l2HNT1zpaca1cN2DkD/xuGY8HsO1c8u4dm4ZADtrQ3x9+Tae3lRDTXMHn3tiA597YgNzK3IIeD1EYpbr5pVy6fQi5pTnKD+8iMhpGuqJqNuMMVcCPwZ+hcskA2CALcBV1tqtA50vIiIppHAq3P0URDvhwF/daywCa38O2/7gbmzd/rSre+7tsPjvoGJxr5SSXaYVZ/G9uxYBUNPUwUMrdnCkpZNo3LJiay0AG6qaePDpbQCMywrwpqnjeMeCCi6cUkh6QDPyIiInY8ina1hrXwPmGmMWANMTu7dba9cltWciIpIcvjSYfOmx97Ouh3gc1v7MPZ21s/nY01kByhdC5WLoaIbSubDkA+ALdJ9emhvk394xr9dHNLSG+evuep5YW8Vrexs4Egqz7I1qlr1R3V3nbeeW88lrZjK+QBlqRESGcsKPxLPWrgXWJrEvIiIyUjweWPS3rlgLu1bAS990T2at3exKtMPlE3vmn8Cf4W5oveh+KJx23I2tBZkBrptXxnXz3HKaSCzO5upmnlhbxTObaqhu6ugVxF82o4j5lbkUZ6dRlB1kTnkORdlpWiMvIpIwZNBujEkHPgW8C5iCWyKzG/g18A1rbXtSeyiSAqy1VDfqT13OEsbAtCtc6amtwaWT3Pg4dDTBmp+6AlC+AN78jzDrhn6X0/i9Hs4dn8e54/P4l7fNIRKL89vXD/KTl/eytaaF57fX8fz2un67c/G0Qq6dW8aN88vIywj0W0dEZKwbNGg3xvhw2WEWAk8Df8CtZ58NfAG4zhhzmbU2muyOioyk1/Y0sGrvUd7hh4D/+IBE5KyQUQA3/IcrsQhsegLWPAz7XoLqtfDYXa5eMA86GqFkrlsbP+8WyC7p1ZTf6+HW8ydw6/nHMtQ0toWpbelky6FmdtaGeG5LLZsPNfPyznpe3lnPP/9uIwCXTB/Hh98ynUUT8/Eq3aSInCWGmmm/F5gGLLTWbup5wBgzF/gz8H7gu8npnkhqaA0f+16ao0e8i4DX75bHzP8b9752K7z6HfcAp9otsOd5OLwRnvm8KwBZpTD1cpj9dpiyFPzBXk3mZQTIywh0P7zp41fPdL9yNXXw+zeq+d9X93HwaDsv7jjCizuOALBgQh5LZxRzTlk2HmMoyAowuyxHy2pEZMwZKmi/GfhK34AdwFq70Rjz78AtKGgXETm7Fc+Ctz3Ue19bg7uZde9LLitNqKb3Da4YuPSTcNF9kJ7fb7PGGCry0vnAZVP5wGVTsdayet9R/nvFTp7fXsfa/Y2s3d//M/7mV+Zy54UTuXF+ubLViMioN1TQPgf4h0GOPwt85sx1R0RExoyMArjoQ64AxKJweAOs+5VbWtNaCy886ApA6Tx3g2swD8YvSWS5ucwts0mskzfGcP6kAh7+O/eIkI5IjKrGdtrD7vUvu+p5dXc9W2taWH+wiU89vp5PPb4egOw0H0smF/APV85gXmXusA+HiMjpGCpozwf6vzPIqQPyzlx3RERkzPL63A2r5Qvg+gehvRFefxh2/Rl8QbcuPtwK4RbYsbz3uTkVMOVyOP99ULGwe3fQ72VqURYAcytyuWZOafexffWt/Hr1Qd442MjO2hCHmjp4bmstzyXyyOdl+Ll6dglXzS5l6cwi/F7dryIiqWuooN0LDHaTaTxRR0RE5OSk58HFH3Wlp3jc3ci6a4Wbkd/9PDRXwbqfuwKQO96lmzzv3RDM6bf5iYWZfOKamb32vbzzCD9+aQ+v7q6nsS3CY6sP8tjqgwB4DN1fAK6dW0pWmo+3zi+jMl955EVk5A0VtBvg58aYzgGOp53h/oiIyNnO43FLa+bd7ApANOxyxr/6Xdj5J2g6AE9/2hWA8Re419Yj7smv06+GmddDbkWvpi+eNo6Lp40DIB63rD3QyPJNNaw/2EjA5+WFRNrJHSt2AvDvf3QP/V40MZ/FE/O54pwSzhufR8CnWXkRGV5DBe0Pn0AbPzsTHRFJZenNe/g3/48S75RiTmTY+QK9c8e3HnEB/N6X3Ix9uBWq1kCkDRp2wY5n4KlPuLozrnXZatKyYcZ1kFkIgMdjWDQxn0UTe98Ea60l1BnlyXXV/PzVfWytaWHNvqOs2XeU77+wG3APj7pv6VSygz6uml2KiEiyDRq0W2vvHq6OiKSyjNBeAJomXE1uVvHIdkZEIHMcXPHP/R9rrobNy2Dtz92Nr9ufdqWnmW+FWYmS3vvWLGMM2UE/d144kTsvnAhAWzjK6r1HeWrDIR5ZdYCG1jD/+octAHz6NxvwGbhs7yqml2Tj9UBjW4QZJdlcPaeE0pwgxujLvoicniGfiHomGWOuBf4Ltw7+f6y1X+1zPA03c78IqAdutdbuTRz7LPA+IAZ8xFq7fLA2jTG/ABYDEeA14APW2kiyr1HGtsPn3U+u/ucrktpyyuHCv3cFINLhltNs/T28/F/QfhS2/cGVJxPnFJ0DEy9ya+WzSmDimyC71OWdBzICPi6dUcSlM4r46rvm0xmNUdvcyRNrq3jktf1UN3Xw/PY6XtxxhHAs3t2VLy5zGZPnVuQQi8MFkwsozAwwoTCDCyYXUpydhkcPiBKREzBsQbsxxgt8G7gKOAisMsYss9Zu7lHtfcBRa+00Y8xtwNeAW40xs4HbcCkoy4FnjTEzEucM1OYvgDsTdX4J3IPyyYuInH38QRg3Hd78MVcAGvbApt/CzhXuia51W1zpz9x3wdS3uOw1iTXyaT4v4wsy+MgV0/nIFdNZuXIlS5cu7T6ltqWD5RtreGHHEQI+D8s31hCNW7Ycau73I+ZV5HLPJZO5YX65nvIqIv0azpn2JcBOa+1uAGPMI8BNQM+g/SbgXxLbjwP/bdxvijcBj1hrO4E9xpidifYYqE1r7VNdjRpjXgMqk3VhIiIyyhRMhks+7gq4jDWRNre05tA6OLoPNvwajmyDjb9xpYvHD+ffAwvvcrP6weMzHxdnB7nrokncddGk7n3RWJy2SIyqo+28sque9YlUlJuqm9lQ1cRHH1nHRx9Zx/TiLCaNy+y+e8YY6IjEu2frF03MZ35lLrnpfj35VeQsMpxBewVwoMf7g8AFA9Wx1kaNMU1AYWL/q33O7UoJMGibxhg/cBfQJ6eYiIhIgscDaVlQNMMVgMs+CfEY1G6B/X+B3StdCYfgr991JWFewWJI3w75E8HjA28AMovcDL/HBdY+r4ccr4ecMj/nlPVOU7mrLsSDT29l1d6jeD2GAw1t3ce21rQQ8Hp4fvvxj00JeD2k+T1cNbuEzICP2eU5XHFOMcXZwTM+RCIysoZ1TfsI+Q7wgrX2xf4OGmPuBe4FKCkpYeXKlcPYtdMTCoVGVX9Ho64xbtyzj3OBrVu3UN1sR7pbY4r+jpNPY3wmTIfS6VD6fjyxMLlNG8ls3U9x7UvktOygsGE1/HF1v2d2BgppzJuDNT6O5s8j6sukLaOCjmAp1nPsf8O3j4fbx/txj0DpKdO1E7UcaImzpzlOe9TSGrb8tSZGY0eU375eddznTsj2cGGZl/NLfRRljP4Ulfo7Tj6NcWobzqC9Chjf431lYl9/dQ4aY3xALu6G1MHOHbBNY8wXgSLgAwN1ylr7A+AHAIsXL7Y91ySmur5rKOXM6xrjN+I1cABmzTqHGQsvG+lujSn6O04+jXEyXH1sMx7nL8/8hovOnQnxCMQiiQw2T8LBVaSl5VBS+wIApYdX9G5m3Ew3c1++AN70ERi/xK2HOQUHGtpYvqmG375exZaaZva3xNnfEuex7S4HwyXTxxG3lsLMNG5eVMnkcZlU5KWPmhth9XecfBrj1DacQfsqYLoxZjIusL4NeHefOsuA9wJ/AW4GVlhrrTFmGfBLY8x/4G5EnY7LCGMGatMYcw9wDXCFtbbvtIWIiMiZ4fHQGSyCsvm9989957HtWMStk+9ogtpNsO8vEOt0ueWbq1zZ+ntXd/JlUDjNLavx+MB43La1kDfBHSs/D3zp4EvrDvLHF2RwzyVTuOeSKQAcbu7g2S2HeWzVATICPo62hdlY5W6EXfZGdXfXgn4Pk8dlMb8il/Mm5HHRlEImjctM3niJyCkZtqA9sUb9fmA5Lj3jj621m4wxXwJWW2uXAT8C/jdxo2kDLggnUe8x3E2rUeBD1toYQH9tJj7ye8A+4C+J/Li/tdZ+aZguV0RE5BivH8ZNc9uVi2Dhe44di8dh7wvwpy/AoTfg8CZX4lGwcfcaaeu/3S7lC9xTYY3HBf3Tr6IkJ8gdF0zkjgsm9vgoy/baFrYfDvHs5sNsrG5iX30bWw41s+VQM4+uPnabWLrfy/XzyojG41w+s5hr5pSSHtCNryIjZVjXtCcyujzVZ98Xemx3ALcMcO5XgK+cSJuJ/WfDen0RERntPB73xNYPvDBwnVjU5Zev2+pm570Bl9mm6nWo2QD1u6F6rav76nfca9l5EMyBKx9wQb0xeDyGWaU5zCrN4W3nlnc3H47G2VvfyvqDTSzfVMPr+47i8Rh+8/pBAJ5cd2xmfuGEPEpygrx1fhlvmVVMRkD/uxUZDvovTUREJNV5fZBV5MrkS/qvE2l3Qf2r33MBfVcQ/8PL3WvxbLdMJy0bzns3ZJfBpIshPZ+Az8OMkmxmlGRz86JjGZKttWw/HOLpjTU8t/Uwe4608sbBJmLxRv64scY1m52G3+shEouzeFI+4aglJ+jjnkumMKUokzSfR0+EFTkDFLSLiIiMBf50N6P+zu+799bCzmfhtR+6Y5E22PGMO1b9+rHzgnkQboUJF8KEiyCrGGZeB7mVGGOYWZrNzNJsPnrl9O5Tdhxu4fE1B2npjGKt5eWd9eSmp/HGgSaqGtsB+O3aY7kmphVn4fd6aGoLM7kok/deNImFE/PJCfoJ+EZ/ZhuR4aCgXUREZCwyBqZf5UpPbQ3QdNAF8O1H4eAqOPBX2PuiKwBPfcK9Fp0Dnc0w6c0w4xqYdQP40pheks1nrz+n34+Nxy1/3lbL5upm9hxpJW4t4VicNfuOcri5k+qmDl7eWd/rnOvmltIRiTF5XBZ5GX6uOKeY0pwgBZkBzdKLJChoFxEROZtkFLjSN9uNtdByCLY9BduXuwdL1ayH1jpY/6gr4DLaxKMw9QpYcAeUzHPLd/ImgseLx2O44pwSrjinpN+P31jVxF/3NNDQ2smruxuIxOI8vamGoM/Ln7e5B0j9x5+2d9efU55Da2eUcb5OHq9+ndx0P7csHk9hZoCi7DQ9FVbOGgraRURExM3M55TD+fe40qUreN/6B+gMwY7l0LAbdj3nSk/+DIiFXVB/3h1ulj+QDQWTwReEzHHMrchlbkVuv11oao/wl1311Ld28srOeqLxODtrQ2QH/VQ1trP68CEAfvHX/b3Om1WazQWTCzinLIfinDSy0vwA5Gf4mVKUhXeU5KIXGYyCdhERERmYx+vWypcvcO+v+6p7rd3qcs5b67LYeLxu3fzmJ93s/LpfuNKf0nkw92aX0nLSm6HsXPClkZvu59q5pQC9UlWCe/DPRW++hFV7jnKoqZ1N1c2sPdDIGwca2VrTwtaalgEvoSIvnUumjyMci1OZn0FJThqZAR8TCzOYWZqtDDgyKuivVERERE5e8SxXAObdfGz/W7/hZuebDkBTFYRqXNaaum1w4DXY95JLU1mz4fg2A1nu3BnXuO3y86ByMQSy8YcbSYu18+bp44De+aHjcUtje4TddSE6o+55ivWtYZ5af4jV+xrwegyPrDpw/OclFGQGaG6PMLUoiznlOQR8HtJ8HuaU5xIMeAl4PUwel0llfjoZAa/W2cuIUNAuIiIiZ5bHC/mTXOlPpB3CbS6LzZEdULfFLa3Z/KRbV7/5d67eup93n3IxwCuJN5MvdWvpI61QuQTPzOsoyCygILOg18f0zEUPLoVlXaiTxrYI2w+3sKGqiXjcsqGqia01LbRFor2y3gwkL8NPaU6QKUWZxOKW2WW5RGJx5lXmMqkwk4r8dLLSFGLJmaW/KBERERle/nRX+ma3ue5rx7ZDte7JsE0HAcv2LRuZEd4E+16Gmo2wJ/EwqjU/da/eNLAxt9TG43dPoW2tg2lXwszroWAKJnMcxdlBirODzCjJ5ob5vYP6no62hgl1RmloDdPYHmFbTTORmOWlHUdoj8Sob+3kqQ0uV/3yTYf7baMsN8h1c8sAd0Ot12OYX5lLaW5QS3LkpOkvRkRERFJPVrErCdXNK5mx9MHedY7sgG1/hHAI9r3iltTEwhCPwKE3oKPJPXDqL//d+zyP383s+9LcWv3Jl7qAv2QO5E2C9DzyA5nkZ2YwviADgMtmFAHwocun9WrKWktnNM6WQ800tkfYeLCJ57fXsaGqiZaOKD9+ec+Al5jm8zCvIpeS3CClOUEq8tLJTPMSiVnK84IYY/Aag8cY8jP9nFOag0c31Z61FLSLDKEtHOWHL+zhv4euKiIiw2ncdFcGEovA7uehrR7qd7hg/eBrLrvNofXQWuuy4exY3v/5Hh+k5biHT1We7wL74nMgpwKyS6FgKiY9j2AwjwWVxeDxcvnMYj58xbE+WWs53NxJXUsn2w630BGJsXZ/I03tEZo7Iry2p+GkL/uaOSVMKcpiVmk2OUE/6QEvFXnplOelK1POGKagXWQIe4+00RqOQQAq8oMj3R0RETlRXj9Mv3LwOvGYe+DUkW1uZr5+p5utb64Gb8At0fFnuGDf44f9fxm8veLZ0NEMRTPhnBswZedRmlNOaWkB8ypdqss7L5x43Glt4Sjt4RgtHVGaOyJYCzFrsdZyoKGddQcaeXFHHbvqWhPLcfpfkgMuBWZZbpCJhZlcNqOINL+H4uw0Al4v6QEvRdlpQ42cpCAF7SInIVNrEEVExhaPF7KKXDkR4TZoO+Iy4zRXQWeLC/RrN7vgfs+L0NkEzQePz2MPkJYLRTMgq8TVL18AadlklM4lwxekMJAF43JcfntjwBgWTYS3L6jobsJaS01zB83tUWpbOmjpRen6ogAAIABJREFUiPLGgUbWHmhkV22II6HORArMOn76yt5+L8PnMVTkpzMuKw2/19DYFiHfdLDV7KIyP53FEwvIy/CT5vMoW06KUAQiIiIicqICGRCYAHkTBq/XVOWy4jTscctrarfAke1u9v7QGxBd5epteGyIDzSAdZsZhVB5PmbuuygrnEpZ3kRm5qeDP4Pr55X1Oisai7O3vpXqxg7awlHCMUs4GmfDwUbCsTi761pJD3iJxOK8caCJUGcUgL8c2npcD7weQ2V+OuW56ZTmBvF7DZ3ROFOLsshN9zO7PIeirDQmFGRozX0SKWgXEREROdNyK1wZTCzq8tgf2QHRDpcpx+NzOe3T893Dp2wcqte6ZTot1bD9aVf6yip1s/6FU2H8BfhyyplWsYhpFXMgWAReF/LdvKhywO48u+LPFE47j911rexvaCPg8/DXPQ3E45ZddSEOt3RQ1dhOfajTLRvtR0lOGh5jSA94yQh4mVueywVTCphQ4PLcF2WlKbA/RQraRU7AOWb/0JVEREROhtcHuZWunAhrXWB/dA8c3gzG45bmGONSYYZqoGa9K335M9yafIOb7c+pcL8WZBS6LwrhEJNC6Uyr6GDBxOmwaAYAH7q8/65EYnFaOqLsOdLK7roQaw80EvB6aOmI8treelo6ouyua2VjVfNxD7byegwGiMYt8ytzicUt04uz8Hk9NLSGmVacxbisACU5QdJ8Xkpzg0wqzCAzzYff6znx8R1jFLSLDMHfvI9P+R91bwLZI9sZERE5exkDeeNdmXxp/3XicYi0udn52i1u3b0xLmNONOxuqLXWLdtpqXEz+a21AEwD2PXjY235M1xblUvczbkVi9yDsfIn4Y91UlB0DgUZ+SyaOo1bzpsJvsBx3Tnc3MGu2hB1oU52HA7h8xqiMcv6qibS/R5e29NAfkaA1/c3sr+hDYAVW2sHHYacoI8ZJdnkZQSoyAsSjlkmFmYQ9HmIWXjT1EIKMwPkZvhJ83lPZaRTkoJ2kSF4Iq0A7Jz1QaYVzRjh3oiIiAzC44G0LJh8iSsnwlpoPcKqlb/n/PEZLuAPZCSW7XTC4Y3uht3VPxq6rbJzXXuBTPCnU1KxiJLxF0BBDkyZ4FJlDnFja3NHhMbWCHWhTjoiMTZXN9MajrK/oY0th1pI93vYWRcizefh2S2dQ3bpTVMLCfg8tHZGmVWaQ3skxuyyHGJxy/iCDNJ8bva+PC+dSeMyUjbQV9AucoKa8+eMdBdERETOPGMgq4jWrMlw7lI499bB68fj0HLIzdQ37nVr8KvWuJn5cAj2v+pm6AF2rTj+/EC2W9oTDrkHWsUiULnYLdMBciJt5FQsYkJWMcRjXDxlMmSOg8xK92Wij1jc0hmNUdvcyZZDzRxq6qCxLcxv11YxsTCDzkicDVVNZKf5WLX36JDD4TFgjGFSYQYBn5ejrWFmlGYT9HkI+DxEY5ZJ4zIpzUmjKDvIrDKXYjPZT7lV0C4iIiIiJ87jOXajbeWigetF2t2a++ZD0NnsAnuP1+XG7wr6j+51M/M7n3VLeFrr3LnrHx243WAuFM1yr7mVeDtbyBg3g0m+IJPiESiZC5lF/OOli1ydPjoiMUKdUY62hgnH4kRilp21IfbXu1/WN1Y3kxP0EY7F2d/QRllekKb2CLWRGFtrWjDGdbmvvAw/Te0RphZlUdvcwfSSbCYWZBDweZhTkYv/NG/AVdAuIiIiImeePx1K57kCMO/moc+x1j3Btq3BZdQJHYamAxDpgJoNrgQy3JcBfybseGboNkvmQlo2tDdCyRyCHi9Bj59xwRwomAL+DM7z+6HMAxULIXuu6/sgQp1Raps72H64hV11rTR3RNhc3Ux20Me2mhZy0v28vv8oa/YlZvb73Ix7KhS0i4iIiEhqMCaxFGbcyZ0Xi7igvG6rW4d/cJUrNu6W3dRuhmCem+0/uufE2kzPdxl32uqh+ByXdceXBtEOsgqnk5VRwJT0AvdrQ1YRvGU2BLKOW7PfEYlR1djOq7vrufNrJ3dZPSloFxEREZHRzevv/WTb6VcOfU57o1t7Hwu7wPzQehf816yHtBy3v3G/a9taiHVC9To301+9duB2MwpdgB/thILJBHMrmdrRxNTCadx5GpeooF1EREREzj7pea4A5E9yKS1PRiziluk07Hbr82s3g9fNxNNaC3Xb3Tr9zU+6+rtXnlZ3FbSLiIiIiJwsr98tmyk+Z+i61rqbbh+Ycsofd/Y+VkpEREREZDgYAwWTT6sJBe0iIiIiIilOQbuIiIiISIpT0C4iIiIikuIUtIuIiIiIpDgF7SIiIiIiKU5Bu4iIiIhIilPQLiIiIiKS4hS0i4iIiIikuGEN2o0x1xpjthljdhpjPtPP8TRjzKOJ4381xkzqceyzif3bjDHXDNWmMeb+xD5rjBmX7GuTseuVXUdGugsiIiJylhu2oN0Y4wW+DVwHzAZuN8bM7lPtfcBRa+004JvA1xLnzgZuA+YA1wLfMcZ4h2jzZeBKYF9SL0zGtLaI5Zd/3Q9AXrpvhHsjIiIiZ6vhnGlfAuy01u621oaBR4Cb+tS5CXg4sf04cIUxxiT2P2Kt7bTW7gF2JtobsE1r7Vpr7d5kX5SMbXELHiwAU4qyRrg3IiIicrYazqnDCuBAj/cHgQsGqmOtjRpjmoDCxP5X+5xbkdgeqs1BGWPuBe4FKCkpYeXKlSdz+ogKhUKjqr+jUVtLI39I+xwAGzZtpv5w9gj3aOzR33HyaYyTT2OcfBrj5NMYp7az/vd+a+0PgB8ALF682C5dunRkO3QSVq5cyWjq72i0/A9PAtCcXsm8t90PgcwR7tHYo7/j5NMYJ5/GOPk0xsmnMU5tw7k8pgoY3+N9ZWJfv3WMMT4gF6gf5NwTaVPktG2ecIcCdhERERkxwxm0rwKmG2MmG2MCuBtLl/Wpswx4b2L7ZmCFtdYm9t+WyC4zGZgOvHaCbYqIiIiIjGrDFrRba6PA/cByYAvwmLV2kzHmS8aYtyWq/QgoNMbsBP4R+Ezi3E3AY8Bm4GngQ9ba2EBtAhhjPmKMOYibfV9vjPmf4bpWEREREZEzaVjXtFtrnwKe6rPvCz22O4BbBjj3K8BXTqTNxP6HgIdOs8siIiIiIiNOT0QVEREREUlxCtpFRERERFKcgnYRERERkRSnoF1EREREJMUpaBcRERERSXEK2kVEREREUpyCdhERERGRFKegXUREREQkxSloFxERERFJcQraRURERERSnIJ2EREREZEUp6BdRERERCTFKWgXEREREUlxCtpFRERERFKcgnYRERERkRSnoF1EREREJMUpaBcRERERSXEK2kVEREREUpyCdhERERGRFKegXUREREQkxSloFxERERFJcQraRQaxozE+0l0QERERUdAuMpifbuoEIDvoG7KutZYjR47Q2tqKtZZwOIy1Fmst8biCfxERETl1Q0ciImcxa93rnPLcfo+3t7ezZs0a1q1bx5EjRwZtq7KykuLiYrxeL3PmzCEjI4O2tjYqKirw+/1nuusiIiIyhihoFxnEjd5XBzz24osv8txzz3W/z8jIIBwOU1BQQDAY5MCBA8yfP5+2tjZ27NhBTU0NBw8eBGDVqlW92rrkkkswxjBlyhQKCgrIyclJzgWJiIjIqKSgXWQQ/+z9qdsomNq9LxqN8rOf/Yz9+/cDsGTJEi6//HLS09OHbK+9vZ2tW7eyd+9eAoFAd/D+4osvAvDCCy8AEAwG6ejooLy8nIyMDCZPnkwsFmPy5Mnk5OSQlZWFx+PBGHMGr1ZERERSlYJ2kUGE8fNG6S1cOP3K7n3PPvtsd8D+wQ9+kJKSkhNuLz09nQULFrBgwQIArr32WiKRCGlpaVRVVVFbW0ttbS3V1dX4/X527doFwM6dO/ttr7Kykra2NkpKSsjLy6OwsBC/309OTg7BYJDc3FwCgQA+n/5TFxERGc30f3KRk7Bjxw5efdUtmfn4xz9Odnb2abXn9Xrxer2AC8ArKyt7HbfWEo1GsdZSU1NDQ0MDoVCIgwcPEo/HOXToEC0tLTQ0NJzQ52VnZ5Obm0t7ezuTJk3C4/FgrSUrK4v8/Hyi0Sjl5eX4/X7S09MJBoPd/RMREZGRo6Bd5ATt2bOHX/ziFwDccMMNpx2wnwhjTPdNqhMmTGDChAkD1u3o6CAUCtHc3EwoFCISiRCNRtm5cyexWIzGxkbGjRtHdXU11lq2bdtGPB6nra1tyH4EAgG8Xi/5+fm0tbVRWlqKz+cjHA5TXFyMMQafz0dWVhZerxdrLfn5+fh8PrxeLxkZGfh8vu5Zf2MMHR0d1NbWEolEzth4iYiIjFUK2kVOQF1dHQ8//DAAV199NYsXLx7hHh0vGAwSDAYZN25cr/0XXHDBoOd1dHTQ2toKQH19PfF4nKNHjwJw5MgR/H4/1dXVZGRk0NDQgN/vp76+nrq6OgKBADt27MB2pdk5BXv37mX16tUUFRX1SpHZ2trK9OnTu/d1dnZ2L/PpWt8PEI/HicViZGVlEYlEKC4uprW1lUAgQG5uLsYYIpEI6enp5OTk0NbWhjGGtLQ0PB5lvRURkdFBQbvICaiurgZg7ty5XHTRRSPcmzOrK9gHKCwsPKU2IpEI4XCYWCxGOBymtbWVeDxONBrl6NGjeL1eOjo6OHToELt37+6e3a+srKShoYGKigqMMd1l//79eDweduzYgTGGaDR63C8CmzdvPr0Lh+6gvm8BCIVCTJgwod/jXaW9vZ3S0tLu9103B/ct4XCYnJycXsc9Hg/RaJTs7Gw8Hk/3sa5toPuLRd9jHo+ne2mVbkgWETk7KGgXGUJre5inn3gCOJaaUXrz+/29cs33ne0fzMqVK1m6dOmQ9bpm1D0eD52dnd2z+0ePHqW1tZXc3Nzutf2xWIxYLEZHRwfWWowx1NfXk56eTigU6g6Yge6Z/K4CcPjwYfLz82lpaTnueFepr6/HGMOePXuOO38k9AzswX2Rys7OxhjD7t27Wb9+fa86LS0t5OXl9foi0HW8tbWVvLw8vF7vcV9GurZDoRAFBQX9flnpW7+tra37y8lA7XX9whIMBges07Udi8VIS0sb9AtV39L3Ggf7oiUikooUtIsMoSPsgrtzzz2X4uLiEe7N2avnDHRGRkb3/szMzO7t0tLSYe9XT11Bezwe7w7iY7EYkUikOyjt2h+JRI7bH4/Hicfj3V82erbVdcxaS0tLS3dA3fN412tzczOBQKD7eGtrKxUVFb2Ol5eXdx/vKtFolJaWFowxNDQ09Opvz/a7Pr/r/oW+1zYWdI3fYAXo/vKyY8cONm/e3L2/b73+trvet7S0kJ+fP+A5g53bc7vry9ZAfR3oOtra2sjJyTmpz+67r7Ozs/u/xcGue6jjXdvRaLT7C1zXvrq6uu5fPU+mrb6vXf+OnEjdU6mjL3+SLAraRQaxqTbKmnAVjJ/ErFmz9A+xDKrr76Nnxh2/39+9/Gik5ObmntCvGWdC318ken7ZGOhLQFeWpJ7n91e360tQOBzG5/P1+wtIz7pdJRQKEQwGB6zT9T4Wi9Hc3ExmZuYJtd3Y2Mj48eMBF1B2LS/r+8vLQO8BGhoayM7O7v71qL9zhmqnqy9ZWVnU1NQM+OvQQGW02Lt3L5s2bRrpbpywEw30+74OVQfo/sKfnp5+Rtvevn0727dv7/WltCvBwMley8led9ertZbW1tZeDxk8kbZPti9D1e9KktDz3+8Tbe9Ejp+KYQ3ajTHXAv8FeIH/sdZ+tc/xNOBnwCKgHrjVWrs3ceyzwPuAGPARa+3ywdo0xkwGHgEKgTXAXdbacLKvUcaWJzZ3cji7kcrxx2ZnRGRgZ+ssY1FR0bB9MTrTYrHYaX1hGOj8ru3+9g1Wt+vXJr/f3+v4q6++ygUXXHBSbfXd19ra2v0gvKHqnsyxnnWamprIysoasu6JtNXfsa5fu07lM4aqEwwGu7+0tre3k52d3b30sb9+9Lf/dK+7sbGRnJwcQqHQSbV9sn0ZbF/XL49dv/AOdm7f7WQatqDdGOMFvg1cBRwEVhljlllre95N9j7gqLV2mjHmNuBrwK3GmNnAbcAcoBx41hgzI3HOQG1+DfimtfYRY8z3Em1/N/lXKmNBbUsHH/3hcqYAmekBrr/+eqZMmTLS3RIROeNGy7MYqqqqmDFjxtAV5ZSd6D1G0r+hgnprLQ888MAptz+cM+1LgJ3W2t0AxphHgJuAnkH7TcC/JLYfB/7buCmbm4BHrLWdwB5jzM5Ee/TXpjFmC/AW4N2JOg8n2h00aK/Zu5UH7774dK5xWIXDnbz2cNpId2NMCkdjTN6/Ab+Jcc3CKSxZsmTok0REROSsdSaXwvRnOIP2CuBAj/cHgb4JpLvrWGujxpgm3PKWCuDVPudWJLb7a7MQaLTWRvup34sx5l7gXoCyHC/th7ad3FWNJAvtZ9+v0MMmGAxy6eQ0Mue9hZUrV450d8asUCik8U0yjXHyaYyTT2OcfBrj1HbW34hqrf0B8AOAxYsX2y8+vXqEe3Ti9DNW8q1cuZLzNcZJpb/j5NMYJ5/GOPk0xsmnMU5tw3lnXRUwvsf7ysS+fusYY3xALu6G1IHOHWh/PZCXaGOgzxIRERERGRWGM2hfBUw3xkw2xgRwN5Yu61NnGfDexPbNwArrVu8vA24zxqQlssJMB14bqM3EOX9OtEGizSeTeG0iIiIiIkkzbMtjEmvU7weW49Iz/thau8kY8yVgtbV2GfAj4H8TN5o24IJwEvUew920GgU+ZK2NAfTXZuIjPw08Yoz5V2Btom0RERERkVFnWNe0W2ufAp7qs+8LPbY7gFsGOPcrwFdOpM3E/t0cyzAjIiIiIjJq6WkxIiIiIiIpTkG7iIiIiEiKU9AuIiIiIpLiFLSLiIiIiKQ4Be0iIiIiIilOQbuIiIiISIpT0C4iIiIikuKMe3ioABhj6oB9I92PkzAOODLSnRjjNMbJpzFOPo1x8mmMk09jnHwa4+Sbaa3NPpUTh/XhSqnOWls00n04GcaY1dbaxSPdj7FMY5x8GuPk0xgnn8Y4+TTGyacxTj5jzOpTPVfLY0REREREUpyCdhERERGRFKegfXT7wUh34CygMU4+jXHyaYyTT2OcfBrj5NMYJ98pj7FuRBURERERSXGaaRcRERERSXEK2kVEREREUpyCdhERERGRFKegXUREREQkxSloFxERERFJcQraRURERERSnIJ2EREREZEUp6BdRERERCTFKWgXEREREUlxCtpFRERERFKcgnYRERERkRSnoF1EREREJMUpaBcRERERSXEK2kVEREREUpyCdhERERGRFOcb6Q6kknHjxtlJkyaNdDdOWGtrK5mZmSPdjTFNY5x8GuPk0xgnn8Y4+TTGyacxTr41a9YcsdYWncq5Ctp7mDRpEqtXrx7pbpywlStXsnTp0pHuxpimMU4+jXHyaYyTT2OcfBrj5NMYJ58xZt+pnqvlMSIiIiIiKU5Bu0h/rIVNm8jatg0ikZHujYiIiJzlRv3yGGPMTODRHrumAF8A8oD3A3WJ/Z+z1j41zN2T0eqll+DSS1kMcOQIfP7zI90jEREROYuN+qDdWrsNOA/AGOMFqoAngLuBb1prvz6C3ZPRqqmp/20RERGRETDWlsdcAeyy1p7yIn8RERERkVQz6mfa+7gN+FWP9/cbY94DrAY+bq092vcEY8y9wL0AJSUlrFy5cjj6eUaEQqFR1d/RpHDDBuYltvfv389ujXPS6O84+TTGyacxTj6NcfJpjFObsdaOdB/OCGNMAKgG5lhrDxtjSoAjgAW+DJRZa/9usDYWL15slfJRAPj97+HGG932Jz8JDz44sv0Zw/R3nHwa4+TTGCefxjj5NMbJZ4xZY61dfCrnjqXlMdcBr1trDwNYaw9ba2PW2jjwQ2DJiPZOREREROQUjaWg/XZ6LI0xxpT1OPYOYOOw90hERERE5AwYE2vajTGZwFXAB3rsftAYcx5ueczePsdEREREREaNMRG0W2tbgcI+++4aoe6IiIiIiJxRY2l5jIiIiIjImKSgXUREREQkxSloFxERERFJcQraRURERERSnIJ2EREREZEUp6BdRERERCTFKWgXEREREUlxCtpFRERERFKcgnYRERERkRSnoF1EREREJMUpaBcRERERSXEK2kVEREREUpyCdhERERGRFKegXUREREQkxSloFxERERFJcSkZtBtjHjDGfH+k+yEiIiIikgp8I92BAVwGTBnpToiIiIiIpIKUDNqttUtHug8iIiIiIqli2JfHGGN2G2MKE9tfMMZkDHcfRERERERGk5FY014GdAXqXwSyTrdBY8xeY8wGY8w6Y8zqxL4CY8yfjDE7Eq/5p/s5IiIiIiIjYSSWx6wFfmyMeQkwwCeMMaH+Klprv3QS7V5urT3S4/1ngOestV81xnwm8f7Tp9ppEREREZGRMhJB+93AvwJvByxwIxDtp54FTiZo7+smYGli+2FgJQraRURERGQUGvag3Vq7DbgFwBgTBy6z1taebrPAM8YYC3zfWvsDoMRaeyhxvAYoOc3PEBEREREZEcMetBtjdgPnW2vrgQeAfpfGnKQ3W2urjDHFwJ+MMVt7HrTW2kRA319/7gXuBSgpKWHlypVnoDvDIxQKjar+jiaFGzYwL7G9f/9+dmuck0Z/x8mnMU4+jXHyaYyTT2Oc2kZieUzXjaj1wBeA7wJtp9OgtbYq8VprjHkCWAIcNsaUWWsPGWPKgH5n8xOz8j8AWLx4sV26dOnpdGVYrVy5ktHU31EldOy75IQJE5igcU4a/R0nn8Y4+TTGyacxTj6NcWob9TeiGmMyAY+1tiWxfTVuLfwy4L3AVxOvT56h/ouIiIiIDKuxcCNqCfCEMQbc9fzSWvu0MWYV8Jgx5n3APuBvzkDfRURERESG3ai/EdVauxs4t5/99cAVp9quiIiIiEiqGImZ9m7W2pF4uJOIiIiIyKgyEtlj3gn8n7U2ktgekLX2t8PULRERERGRlDUSM+2PA6W4bC6PD1LPAt5h6ZGIiIiISAobiTXtnv62RURERESkfwqaRURERERS3IjeiGqMuQx4FzAFtxxmN/C4tfbFkeyXiIiIiEgqGbGZdmPMQ8CfgTuAQqAIuAtYaYz5z5Hql4iIiIhIqhmRoN0YcwPwQeADQJG19iJr7YXAOOA+4D5jzFtHom8iIiIiIqlmpGba/w54yFr7Q2ttvGuntTZurf0+8G3gfSPUNxERERGRlDJSQftiBk/3+FiijoiIiMj/b+/+o6WozzuOvz9euEIBRUGFKBc0QgyiQUVqognQ5DTqH2qqRj0VJTVBT9SQNG2PxpqkzT81rabpifmhUYma1kZN1dS0/qq3aWJE8YiipCKKAgoCIsiFyK/79I+ZW5br/TF7ubOzs/fzOmfOzsx+Z+bZZ/fuPvu935k1G/CKKtoPAlb2cP/KtI2ZmZmZ2YBXVNG+L7C9h/t3AM01isXMzMzMrK4VecnHyyS1dXPfiJpGYmZmZmZWx4oq2lcAn8vQxszMzMxswCukaI+ICUUc18zMzMysjAr7cSUzMzMzM8vGRbuZmZmZWZ1z0W5mZmZmVudctJuZmZmZ1TkX7WZmZmZmda5uinZJR0u6XNKXJB1fxXbjJD0uaYmkFyXNS9d/U9Ibkhal0+n5RW9mZmZmlp+6KNolXQo8DswA/gholfRXGTffCXw1IiYDJwGXS5qc3vediJiaTr/s98DNzMzMzGqgkOu0SzooItZVrPoScGxErEnv/zhwL/Dt3vYVEauB1en8Zkm/Aw7t/6jNzMzMzIpR1C+iPiXpbyJifrq8FTgKWJMuTwberXankiYAxwELgJOBKyRdBCwk6Y1/p4tt5gJzAQ455BBaW1urPWxh2traShVvmYxavJhj0vkVK1bwqvOcG7+O8+cc5885zp9znD/nuL4VVbSfAnxP0mzgCyQ97XdLGpzGtBOYXc0OJQ0n6Z3/ckS8K+kHwLeASG+vB/6s83YRcRNwE8C0adNi5syZfX1MNdfa2kqZ4i2Vtrb/n21paaHFec6NX8f5c47z5xznzznOn3Nc3wop2iPiDeAzks4GHgFuBiYBHyQZZ/9SRLyXdX9psX8v8NOI+Hl6jLcq7r8Z+Pf+ewRmZmZmZrVT6ImoEXEvyXCWCcBvgCER8VyVBbuAW4DfRcQNFevHVjT7DPBCvwRtZmZmZlZjRQ2PIb0E44eB5yLiMkmnALdKegy4JiK2ZNzVySRDaRZLWpSu+xpwgaSpJMNjXgMu7dcHYGZmZmZWI4X0tEu6HrgNOBH4kaRrI+LXwAnAJuDZrNdVj4hfR4Qi4tjKyztGxOyIOCZdf0Z6lRmz6t1wA7z1Vu/tzMzMzHJS1PCYOcDpEXE+SeE+GyAitkfEN4CzgKsLis1sT7t2wb33Fh2FmZmZDWBFFe1bgMPT+XHAHmPYI2JJRHy85lGZdfLcddclM7t2FRuImZmZDWhFFe1XA7dLehP4b+DaguIwMzMzM6t7RV3y8aeS/hM4Ang5IjYWEYeZmZmZWRkUdvWYiHgbeLuo45uZmZmZlUWh12k3MzMzM7PeuWg3MzMzM6tzLtrNzMzMzOqci3YzMzMzszrnot3MzMzMrM65aDczMzMzq3Mu2s3MzMzM6pyLdrMsfvELuP9+iCg6EjMzMxuAXLSbZfHII3DWWdDSAtu3Fx2NmZmZDTAu2s2qsWoV3Hdf0VGYmZnZADOo6ADMSmP2bLjjDjjvPHj7bRg+HI44AvbZB5qaoL0dNmyA/faDceNgx47d0+DBcNRR0NYGzc3J8rp1sHQpTJ0K0u7jdMxLyTR0aPcxdTVcp3Jf9eqFF+DOO2HUKPaZMiX7dhGwaxcMGpTMl+GxmpmZ9QMX7WY9aB86NCnO29rgyith0iS49lr44hdrG8jBByfFant7ctsx//vfZ9+yyvNlAAALCElEQVRH5wK3Y7m9PbltadnzGJ1v29p2bzt48O4vFZVTx357mjZtSvaX+kTlYxw0qOdtly9//+Nqakr2N3Jk8gUqIpl27IAtW3a3GzQIdu58/3xz8+4hT8OGJduMGAGbNyePc/Ro2Hdf2LYtOc6WLcn+hw1LvnhNnQqLFsFhhyVfsN55J8nlkCG9Pwfdreuv9em6j2zcmOQnh33nsr6E+56yfj0cdFAu++523Y4dSQfCBz7Q9X4g+3k4WdoV3Obo9euTv8ci4qn18Qpqc+yGDXDggX3bT04xNVSbveSi3awH7c3NSe95e3tSuJ14IsybBytXwurVuwvabdvg9dfh3XfhgAOS4m3w4GRqaoKHH04+bJ54IilON26EE06A1laYOBH23x8mTNj9R99xu2ABjBqV7KOjR7/jtqkpabNxIxx66J7b9TTfefnJJ2Hs2K6P0fl27VoYM2bP4rhj6thvb9OjjyYfChdeCCtXsvXOO/mDMWOSPM+a1fO2H/tYcn7BjBlJLBMmwPPPJ1+shgxJvlR1FPjPPJM8F01NSaHdkac1a5KCu+P52bIlKdDHj0+e4zffTI7V3JxMa9fCkUfC4sXJ8YYOTZ77CDj++GSbceOSLyPNzcnzPGzY+19MXb2hd/cm3x/rK54Xtbfv/nLWX/ve23002L6HbN6cvI7yOGZ3bZcvT74grl/f9f0dsv5HKku7AtsMbWtL3mOLiqfWxyugTdPWrUmnRl/3k0NMddGmsmNqb4+1F1y0m3W2eXMyBKbD4MF73j9iBEyenExZnXtu/8TWgJ769KeZOXNm0WE0tEWtrc5xzhY6x7lzjvP3rHOcv70o7Bv6RFRJp0p6SdIySVcVHY+VxCuvwNatMHIkW1taio7GzMzMrHGLdklNwI3AacBk4AJJVXSN2oB3223s6ukkUDMzM7MaaeThMdOBZRHxKoCku4AzgSXdbrFhA9x1V22i6wcHL1mSjM+1/vXaa0VHYGZmZrYHRYP+wqOkc4BTI+Lz6fJs4A8j4opO7eYCcwFOgBMW1jxSq1fPfve7vHHEEQwfPrzoUBpaW1ubc5wz5zh/znH+nOP8Ocf5mzVr1jMRMa0v2zZyT3smEXETcBPAtClTgnvuKTii7J566immT59edBiNaehQjhs/nk0+KSd3rc5x7pzj/DnH+XOO8+cc17dGLtrfAMZVLB+WruvekCHJD+CUxNY1a0oVr5mZmZn1TcOeiAo8DUyUdLikZuB84IGCYzIzMzMzq1rD9rRHxE5JVwAPAU3ArRHxYsFhmZmZmZlVrWFPRO0LSeuA14uOowqjgV5+Cs/2knOcP+c4f85x/pzj/DnH+XOO8/ehiBjRlw0btqe9LyLioKJjqIakhX09A9mycY7z5xznzznOn3OcP+c4f85x/iT1+UKFjTym3czMzMysIbhoNzMzMzOrcy7ay+2mogMYAJzj/DnH+XOO8+cc5885zp9znL8+59gnopqZmZmZ1Tn3tJuZmZmZ1TkX7WZmZmZmdc5Fe4lIOlDSI5JeTm8P6KLNVEm/lfSipOclnVdErGUj6VRJL0laJumqLu7fV9K/pvcvkDSh9lGWW4Yc/7mkJenr9jFJ44uIs8x6y3FFu7MlhSRf2q1KWXIs6bPpa/lFSf9c6xjLLsN7RYukxyU9m75fnF5EnGUm6VZJayW90M39kvRP6XPwvKTjax1j2WXI8Z+muV0s6QlJH+ltny7ay+Uq4LGImAg8li53thW4KCKOBk4F/lHSyBrGWDqSmoAbgdOAycAFkiZ3anYJ8E5EHAl8B7iutlGWW8YcPwtMi4hjgXuAb9c2ynLLmGMkjQDmAQtqG2H5ZcmxpInA1cDJ6fvwl2seaIllfB3/NfCziDgOOB/4fm2jbAjzSWqE7pwGTEynucAPahBTo5lPzzleDsyIiGOAb5HhBFUX7eVyJvCTdP4nwFmdG0TE0oh4OZ1/E1gLlOpHowowHVgWEa9GxHbgLpJcV6rM/T3AJyWphjGWXa85jojHI2JruvgkcFiNYyy7LK9jSD4crgPeq2VwDSJLjr8A3BgR7wBExNoax1h2WXIcwH7p/P7AmzWMryFExK+ADT00ORO4PRJPAiMlja1NdI2htxxHxBMd7xNk/Mxz0V4uh0TE6nR+DXBIT40lTQeagVfyDqzkDgVWViyvStd12SYidgKbgFE1ia4xZMlxpUuA/8g1osbTa47Tf3GPi4gHaxlYA8nyOp4ETJL0G0lPSuqpp83eL0uOvwlcKGkV8EvgytqENqBU+55teyfTZ96gGgRiVZD0KDCmi7uuqVyIiJDU7fU602/EdwAXR0R7/0Zplh9JFwLTgBlFx9JIJO0D3ADMKTiURjeIZEjBTJKes19JOiYiNhYaVWO5AJgfEddL+ihwh6Qp/qyzMpI0i6RoP6W3ti7a60xEfKq7+yS9JWlsRKxOi/Iu/+0qaT/gQeCa9N9a1rM3gHEVy4el67pqs0rSIJJ/yb5dm/AaQpYcI+lTJF9QZ0TEthrF1ih6y/EIYArQmo7sGgM8IOmMiFhYsyjLLcvreBWwICJ2AMslLSUp4p+uTYillyXHl5COFY6I30oaAoymm89E65NM79m2dyQdC/wYOC0ieq0pPDymXB4ALk7nLwbu79xAUjPwbyRj0e6pYWxl9jQwUdLhaf7OJ8l1pcrcnwP8V/iXyarRa44lHQf8CDjD44D7pMccR8SmiBgdERMiYgLJGEoX7NXJ8l5xH0kvO5JGkwyXebWWQZZclhyvAD4JIOnDwBBgXU2jbHwPABelV5E5CdhUMTzX+oGkFuDnwOyIWJplG/e0l8vfAT+TdAnwOvBZgPSybZdFxOfTdZ8ARkmak243JyIWFRBvKUTETklXAA8BTcCtEfGipL8FFkbEA8AtJP+CXUZyYsn5xUVcPhlz/PfAcODutCd4RUScUVjQJZMxx7YXMub4IeCPJS0BdgF/maUHzRIZc/xV4GZJXyE5KXWOO1GqI+lfSL5cjk7PDfgGMBggIn5Icq7A6cAykqvSfa6YSMsrQ46/TnJu3PfTz7ydEdHjZXjl17mZmZmZWX3z8BgzMzMzszrnot3MzMzMrM65aDczMzMzq3Mu2s3MzMzM6pyLdjMzMzOzOuei3czMMpPUKinS6aSM28yv2OacvGM0M2tELtrNzKyjGP9exua3AWOBZzK2n5e2NzOzPvKPK5mZWbW2RsSarI0jYhOwKf0BETMz6wP3tJuZDXCS5gMzgMsrhrFMqHIfX5f0uqRtktZIuj2HUM3MBiz3tJuZ2TxgEvC/wNfSdeuybizpbOAvgAuAxcDBQKbx7mZmlo2LdjOzAS4iNknaTpXDXiqMB1YDD0fEDmAFsLA/YzQzG+g8PMbMzPbW3cAQYLmkWySdK2nfooMyM2skLtrNzGyvRMRK4EPApcC7wPXAM5KGFRqYmVkDcdFuZmYA24Gmvm4cEe9FxIMR8RXgROBo4OT+Cs7MbKDzmHYzMwN4DZieXjWmDdgQEe1ZNpQ0h+TzZEG67XnADuDlHOI0MxuQ3NNuZmYA/0DS276E5MoxLVVsuxG4BPgf4AXgbOBPImJ5fwdpZjZQuafdzMyIiKXAR/u47X3Aff0bkZmZVXJPu5mZVWuupDZJJ2ZpLOmHktryDsrMrJEpIoqOwczMSkLSocDQdHFlRGzLsM3BwH7p4uqI2JJXfGZmjcpFu5mZmZlZnfPwGDMzMzOzOuei3czMzMyszrloNzMzMzOrcy7azczMzMzqnIt2MzMzM7M6939V7j2fAEQJLgAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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UTvO1a4U7rJ9nDkKxcnAxGpYOh3r352yMSikFLhnxzi2tWrXi0KFDbNy4kfXr17Nq1So6derEM888wxdffAFYc9q7devGunXr2LBhA8uWLePjjz/mgw8+YNSoUclt9e3bl3feeYcLFy4wfvx4SpUqRa9evXLr0pRKR0falbpVSUmwZUbm5crUgNcioMljgD6dUCmlMlKiRAnOnz+fbv+5c+dSTYXx9PTknnvuYcSIESxfvpz333+f6dOnExkZmVymSJEidOzYkbfffps//viDJ598ktGjR3P16tXkMn5+ftSsWZMmTZowZ84cVq1axaxZs1x5iUpliSbtSt2qMwfg72XWdvGA3I1FKaUKiKCgILZt24a5/k2mzbZt2wgKCnJYr27dugDExcVlWCYhIYHLly/bPe7p6cmoUaMYOXIk8fHxNxG9UtlPk3alblVSovWz90woWTl3Y1FKqQJi8ODBHDp0iBdeeIGdO3dy4MABJk+ezHfffcewYcMAa331L774gq1btxIZGcmSJUsYNWoUQUFB1KlThzNnztCuXTvmzJnDX3/9xeHDh/n++++ZMGEC7du3p0SJEg7P379/f0SEzz//PKcuWakMadKuVHaRLPx1ijsJf850XSxKKZXPVa9enbVr13LgwAE6depE27ZtmTt3Lt9//z333nsvAJ07d+brr7+mc+fO1K5dmyFDhnDPPfewYsUK3N3d8fX15a677mLKlCm0bt2aevXqMWrUKPr378+8efMyPL+XlxdDhw5lwoQJxMbG5sQlK5UhvRFVqVuRmADf9MlanVodYdts6xU8yDVxKaVUAdC0aVN+/fVXAGJjYylevHiq4yNHjmTkyJEO63t7ezN27FjGjh2b4XnCwsLs7h81alSqm1WVyk060q7UrbgaZz3pVNyhakvn6tTpATU7ojejKqWUUspZmrQrlR06jQHfclmrc2Ib/C/9WsFKKaWUUmlp0q5Ubqhoe8z2hs9yNw6llFJK5QuatCuVG9qOgvL1bjyUSSmllFIqA5q0K6WUUkoplcdp0q7UrVgzIbcjUEoppVQhoEm7Urdi83TrZ+VmuRuHUkoppQo0TdqVuhXuXtBiKFQKvonKBvYttkbrk5KyPTSllFJKFRyatCuVW5o/a/1c/YH1oCWllFJKKQc0aVcqt9z5ODy92tq+fD5XQ1FKKaVU3qZJu1LZ7Ps/j3LX2N/46Nd9mRcuV9v1ASmlVD62fft23N3d6dixY7pja9asoX379pQtWxYfHx9q1KjBI488woULFxg9ejQikuErMjLSYbmAgIDk87Rp0yZ5v5eXFzVq1GDkyJFcuXIlVTwiwoIFC9LFOWnSJNzd3XnjjTeyv4NUoaFJu1LZ6MLla3ywJJyTFy4zdfVBVu877VzFMxG6ZrtSStkxY8YMhgwZQnh4OOHh4cn79+7dS5cuXWjYsCGrV69m9+7dTJs2DT8/P65cucKwYcOIiopKfgUFBfHqq6+m2le5cmUAgoKCUu2Piopi165dqeIYNGgQUVFRREREMGHCBKZOncro0aOduobQ0FBGjBjBrFmzSExMzLa+UYWLR24HoFRBMmfjEc7FX0t+P2jWFoZ1uh0R4ejZeB5qWpkmVUrdqODmbv3c/jXU7Qm10o8kKaVUYXXp0iW+/fZb1q5dy/nz5wkNDWXixIkALF++nDJlyjB58uTk8tWrV6dTp07J7319fZO3PTw88PX1TTWCnvKYvf0p+fj4JJepUqUK3377LcuXL+fDDz/MsN6GDRuIiYlh9OjRzJs3j6VLl9K9e/fML16pNDRpVyobXbiUAMDudzuz8eAZnvrqTyYu/zv5+NwtR9n6ZgfK+HpbOzy84cEZ8MPTcOlcboSslCpslo6Ak7syL5edAhpA13FZrrZgwQKqVq1Kw4YN6devH48//jgffvghnp6eBAQEEB0dzerVq2nbtq0LgnZs586drF+/nsDAwEzLhoSE0K9fPzw9PXn00UcJCQnRpF3dFJ0eo9TNOr4Nrl1Mfrv272j+u+YgAL7eHnSo68/8Z1sA4F/Cm5Y1ywDwT4qReABua5Iz8SqlVD4TEhLCgAEDALj77rvx8fFh4cKFAPTp04f+/fvTrl07/P396dGjB5MmTSI6OjrL5wkPD8fX1zfV6+GHH05VZvr06fj6+uLt7U2jRo2Ijo7mtddey7DduLg45s+fn3wNAwcOZMmSJZw8eTLLMSqlI+1K3ayFL1g/i1fg1IXLDPxyMwDv3lcvuUizaqWJHNcNgB+3H2N9xBk6TFrDpw835r47bkvd3s5vod4D4K5/LZVSLnQTI965ISIigvXr1/Pdd98B1k2ejzzyCCEhIfTq1Qt3d3dmzpzJmDFjWLVqFRs3buSjjz7igw8+YO3atdSrVy+TM9xQo0YNlixZkmpfyqk1AH379uWdd97hwoULjB8/nlKlStGrV68M2507dy6VKlUiONh6lkf16tVp2rQps2fP5vXXX3c6PqVAR9qVunkJlyHwHmjxPOFRFwAI8i/Oo3dVtVu8U90AOtb1B+C9RXtvHChqm+N+cBWc2ObSkJVSKr8ICQkhMTGRKlWq4OHhQalSpRg3bhzLly/n6NGjyeUqVqzIgAEDmDp1Knv37sXNzY2PPvooS+fy8vKiZs2aqV5p57j7+flRs2ZNmjRpwpw5c1i1ahWzZs3K9Br279+Ph4dH8mvDhg2EhoZmKT6lIIeTdhHpIiL7RSRCREbYOe4tIvNsxzeJSGCKYyNt+/eLSOfM2hSRWSJyWER22F6NXH19qpARNyhWFkRIsq388mGvBri7id3ixbw9mDEwmIebVSZVkWJl4OF51rbOa1dKKRISEpg9ezYffvghO3bsYMeOHaxfv56dO3fSsGFDZs6cabdeqVKlqFChAnFxcS6Nz9PTk1GjRjFy5Eji4+PtltmzZw+bNm1i+fLlydewY8cONm3aRGRkJGvXrnVpjKrgybHv4UXEHZgKdASOAVtEZKExJsWQI08C/xhjaopIP2A80FdE6gL9gHrAbcBKEbndViejNl8zxqRfMFWpbBQTd4UnZv0JgLvYT9gzVcTP+vltHxh+GHxKZ1N0SimV//zyyy/ExMTw9NNPU6aMdT9QbGwsxYsXp1+/fkybNg1/f3927NjBAw88QI0aNbh8+TJfffUVu3btYvjw4Vk6X0JCgt155hmtKNO/f39GjRrF559/bvd8ISEhNG7cmA4dOqQ71r59e0JCQmjVqlWW4lSFW06OtDcDIowxh4wxV4G5QM80ZXoC15/nvgBoLyJi2z/XGHPFGHMYiLC150ybSrnUmbirADSvVpp6t5Vwqs7p2Cus2Hvqxo5KTaG6bfUDfTqqUqqQCw0NpW3btskJe0p9+vThyJEjnDt3jvj4eAYPHkz9+vVp1aoVa9as4auvvuLRRx/N0vn2799PhQoV0r0SEhIc1vHy8mLo0KFMmDCB2NjYVMeuXr3KnDlz6N27t926ffr0YcGCBZw/r//eK+eJyaEHuohIb6CLMeYp2/sBQHNjzNAUZXbbyhyzvT8INAdGAxuNMXNs+0OBpbZqdtsUkVlAC+AK8BswwhiT+tFlVp1ngGcA/P3975w7d252X7rLxMXFpbtRRmWvjPq46ebnuVisKsurDOPN9Zd4vpE3TQMy//JqzdFrzNxzlep+brzdomjyfv+Tq6izbwoXitdiW5OP4GZH7fMZ/T12Pe1j18vLfXx9LnZ+l5iYiLu7e26HUaBpH2ePiIgIhx/I2rZtu9UYE3wz7ebkMhX2MpC0nxgclXG03943BdfbHAmcBLyA6cDrwHvpChsz3Xac4OBg06ZNGztN5k1hYWHkp3jzowz7eLcPxcqXZ1t8aeA49erVo02DCpm22QY4PHMz/1y8Sps2d984cK4G7JtCidgDtDkdCn3nZMMV5H36e+x62seul5f7ODw8nOLFi+d2GLfs+vQY5Trax9mjSJEiNG7cONvbzcnpMceAyineVwJOOCojIh6AH3A2g7oO2zTGRBnLFWAm1lQapbLVtcQkfth+HIDq5Yplqe7OY+c5ce7SjR0lK8MLttVjwhfBiR3ZFaZSSiml8rmcTNq3ALVEpJqIeGHdWLowTZmFwGO27d7AKmPN31kI9LOtLlMNqAVszqhNEalg+ynA/cBul16dKpSuf63zVve61A5wbj47QOliXgCMW7ov9YEyNaDdm9b21w9AQroZXUoppZQqhHIsaTfGJABDgV+BcGC+MWaPiLwnIvfZioUCZUQkAngFGGGruweYD+wFlgHPG2MSHbVpa+sbEdkF7ALKAmNy4jqVcsb4Xg0p7u3BlYTE9AfvGWat/37pLEyqA+eOpi+jlFJKqUIlRx+9aIxZAixJs+/tFNuXgT4O6n4AfOBMm7b97W41XqVcxdPdjYqlito/KAIPfAGT60L8GfikPjwYAg3t/tVQSimlVCGgT0RVKi/yqwijTsC9E633+5dADq30pJRSSqm8R5N2pW7G6XCI+ZvD0Rdvuglj4Nc9p9h06Iz9Al7F4M7Hre09P8D+pfbLKaWUUqrA06RdqZux/C0Afj9t3VDaoKJflpvo2sB60l6/GRs5HXvZfiF3zxtLPx7brKPtSimlVCGlSbtSNyPpGpSpyccykKfvqUazaqWz3MRLHW6nboUSGAM/b0+7+mkKlZpaP3+fDFE7bzJgpZRSSuVnmrQrdbN8ymD/uV/OWzC4BQCJGY2gFw+Ajrbngv36BiQl3dI5lVJKWQIDA5k4cWKGZXx9fZk1a1a2nnfWrFl59gm6Ku/SpF2pXCS2pH/L4bMkJmWQuNd70Pp55Hc4F+n6wJRSKhc9/vjjiAgigoeHB1WqVOHll1/mn3/+ydbzbNmyhSFDhmRrm64SFhaGiBATE5PuWNoPH2vWrKF9+/aULVsWHx8fatSowSOPPMKFCxeSy/z000+0aNGCkiVL4uvrS+3atRk6dGi6811/lSlThnbt2rF+/XqnY96+fTvu7u60bNnS7vGM4hw9enSq89t7RUZGOiwXEBCQfJ42bdok7/fy8qJGjRqMHDmSK1dSPwtFRFiwYEG6OCdNmoS7uztvvPGG09fuCpq0K5WL3N2spP23fadZte+044IlK8MD063t1WNzIDKllMpdHTp0ICoqisjISEJCQli6dGm2J9jlypXDx8cnW9vMbXv37qVLly40bNiQ1atXs3v3bqZNm4afn19ykvrbb7/Rp08fevTowcaNG9m+fTsfffQRxs63vnv27CEqKoqwsDDKlStHt27dOH06g/+vUpgxYwZDhgxh9+7dhIeHZynOYcOGERUVlfwKCgri1VdfTbWvcuXKAAQFBaXaHxUVxa5du1Kdb9CgQURFRREREcGECROYOnUqo0ePduo6QkNDGTFiBLNmzSIx0c7zVXKIJu1K5SIvDzdmDbLmrMdfTci4cEB96+eu7+GagxtXlVKqgPD29iYgIIBKlSrRqVMnHnzwQZYvX56qzPnz53nmmWcoX748xYsXp3Xr1vz555+pjg8YMIDy5ctTpEgRqlevzieffJJ8PO0IdUREBG3atKFIkSIEBQWxePHiVOeLjIxERFKdA9KP0I4YMYKgoCCKFi1KYGAgw4cP5/LlnPl3e/ny5ZQpU4bJkyfToEEDqlevTqdOnfjPf/5DuXLlAFi0aBHNmzdn1KhR1K5dm1q1atGjRw+mTp2arr3y5csTEBBAgwYNePPNNzl//jybNm3KNI5Lly7x7bff8vTTT9O7d29CQ0OzFKevry8BAQHJLw8Pj3T73N3dAfDw8Ei1PyAgIPlar/Px8SEgIIAqVarQq1cvOnbsmO73yZ4NGzYQExPD6NGjKVq0KEuX5t5Kbjn6cCWlVHpVSjs5yuNfD9q/A7+9C4fXwu2dXBuYUqpAWrZsGSdPnszRcwYEBNClS5ebrn/o0CFWrlyJp6dn8j5jDN26dcPPz4/FixdTunRpZs+eTbt27di/fz8VKlTgzTffZNeuXSxevJjy5csTGRlJdHS03XMkJSXxwAMPUKpUKTZs2EB8fDz//ve/002hcEaxYsX48ssvqVixInv37uW5557D29ub999/3275yMhIqlWrxsyZM3n88cezfL6UAgICiI6OZvXq1bRt29ZhmX3UCQD0AAAgAElEQVT79rFz507uuOMOp9qNj49n5syZAKn+HBxZsGABVatWpWHDhgwYMICHHnqIDz/8MLmuM3G6ys6dO1m/fj2BgYGZlg0JCaFfv354enry6KOPEhISQvfu3V0fpB2atCt1k2KvJBB/9da/JnMTa4rMv+fu4M6qpahUKoMk3s/6KpCfnoPhh2753EoplVctW7YMX19fEhMTk0epJ02alHx89erV7Nixg+joaIoWtZ4w/f7777No0SK+/vprhg8fzpEjR2jcuDHNmjUDyDBJW7lyJXv37uXw4cNUqVIFgE8++YR77rkny7G/9dZbyduBgYGMGjWKiRMnOkzaPT09CQoKws8v68sHp9WnTx9+/fVX2rVrR/ny5WnWrBlt27ZlwIAByaPPL7zwAuvWraNRo0ZUqlSJ5s2b06FDB3r27Enx4sVTtXe9z+Lj4zHGEBwcTPv27TONIyQkhAEDBgDQunVrfHx8WLhwIb169XI6TmeFh4enu7G3R48efPfdd8nvp0+fzqxZs7h27RpXr17Fzc3N7jcLKcXFxTF//nxWr14NwMCBAxk7diwnT55MNWc+p2jSrtRN+t+ZeAAqOztS7kCV0j7cU6ss6w7EcPyfSxkn7Q37QMRK+GsuxJ6C4v63dG6lVOFzKyPeOalVq1ZMnz6dS5cuMWPGDPbv38+LL76YfHzr1q3Ex8enS/AuX77MwYMHARg8eDC9e/dm27ZtdOzYkR49etC6dWu75wsPD6dixYrJCTtA8+bNcXPL+kziBQsW8MknnxAREUFcXByJiYkZzoWuWLEi+/bty/J57HF3d2fmzJmMGTOGVatWsXHjRj766CM++OAD1q5dS7169ShWrBi//PILBw8eZPXq1WzcuJGRI0cyduxYtmzZgr//jf9bVq9ejZ+fH9u3b2fkyJHMnj07ebR83bp1dO3aNbnsF198wSOPPEJERATr169PTppFhEceeYSQkJDkpN2ZOJ1Vo0YNlixZkmpf2iS+b9++vPPOO1y4cIHx48dTqlSp5FgcmTt3LpUqVSI4OBiA6tWr07RpU2bPns3rr7/udHzZRee0K3WTjDG0DSrHwBaBt9SOm5swuHUNAF6et4OrCZks6ViigvXz+8du6bxKKZWX+fj4ULNmTRo0aMCnn37KpUuXUo1UJyUl4e/vz44dO1K99u3bl1yua9euHDlyhGHDhhETE0O3bt0YNGiQ3fPZuwkzresJfMqy165dS1Vm48aN9OvXj86dO7No0SK2b9/OmDFj0pXLqhIlSgDWPP20zp07l26UvmLFigwYMICpU6eyd+9e3Nzc+Oijj1KVqVGjBk899RQhISFs27aNqKgopk2blqpMtWrVuP3225OT3gcffDB5ylBwcHCqvr/vvvsAa5Q9MTGRKlWq4OHhgYeHB+PGjWP58uUcPXo0y3FmxsvLi5o1a6Z6pR0J9/Pzo2bNmjRp0oQ5c+awatWqTJfyDAkJYf/+/cnX4OHhwYYNG9LNz88pmrQrdQt8vLPny6raFax/jE+cv8zJ85ncrNRqOPiUhf9tgDMHs+X8SimV140YMYLx48dz4oT1MLomTZpw6tQp3Nzc0iVs5cuXT65XtmxZBgwYwKxZswgNDWX27Nl256nXrVuX48ePp0oqN2/eTFKKZ2NcH9WPiopK3rdjx45U7axfv56KFSvy1ltv0bRpU2rVqsWRI0du+fpr1aqFm5sbW7duTbX/0KFDnD9/nqCgIId1S5UqRYUKFYiLi3NYJjAwEB8fnwzLDBgwgGvXriVPKylatGiqfi9evDgJCQnMnj2bDz/8MFVCv3PnTho2bJg8L/5m48wOnp6ejBo1ipEjRxIfH2+3zJ49e9i0aRPLly9PdR2bNm0iMjKStWvXujRGezRpVyoPKF3Mi4/7WDcDTVqxP+PCXj5Q1xrNYMXbLo5MKaXyhnvuuYd69eoxZswYwFoSsmXLlvTs2ZOlS5dy+PBhNmzYwDvvvMO6desAePvtt/npp584cOAA4eHh/PDDD1SvXh1vb+907Xfo0IHatWszcOBAduzYwYYNG3j55Zfx8LgxOFO0aFHuuusuxo8fz549e/jjjz8YNmxYqnZuv/12jh8/zjfffMOhQ4eYNm1aqrnV9hw/fpzatWvz448/OixTvHhxnnrqKV577TV+/vlnDh8+zNq1a3nkkUdo3rx58tz7L774gsGDB7N8+XIOHjzInj17eP3119m1axf3338/AKNHj2b48OGEhYVx+PBhtm/fzhNPPEFcXFzyaLk9bm5uvPTSS4wbN46LFy/aLfPLL78QExPD008/Tf369VO9+vXrx5dffklSUpJTcTorISGBkydPpntlpH///ogIn3/+ud3jISEhNG7cmA4dOqS6hqZNm9K+fXtCQkKyFGN20KRdqTyiXkVrtP2nHSf4dU8mKzvc+zEUrwBnIvQJqUqpQuOVV14hNDSUI0eOICIsWbKEdu3a8fTTTxMUFMRDDz3E/v37ue222wBr2cg33niDO+64g5YtWxIbG8uiRYvstu3m5saPP/5IUlISzZs3Z+DAgbz55pvpEvwvv/wSgKZNm/Lss88mf4i4rkePHrz22mu89NJLNGzYkBUrVvDee+9leF3Xrl1j//79dqe+pDRlyhSeeOIJRowYQb169Xjsscdo0KABixcvRmyLGjRr1oz4+HgGDx5M/fr1adWqFWvWrOGrr77i0UcfBawbQw8fPsxjjz1GnTp16Ny5M5GRkcydO5dWrVplGMMTTzxBQkICU6ZMsXs8NDSUtm3bUqZMmXTH+vTpw5EjR1i5cqVTcTrr+mpBaV8JCY6XUvby8mLo0KFMmDCB2NjYVMeuXr3KnDlz6N27t926ffr0YcGCBZn+eWU3cWYOV2ERHBxs0q69mpeFhYXRpk2b3A6jQHPYx1/1ZHfkSabVnMbU/k2y7XyL/zrB0G+3U9TTnT3vdsbN9vAlu0I7wdFN0Oo1aPdmtsWQ0/T32PW0j10vL/dxeHg4derUye0wbllsbGy6lU1U9tI+zh4Z/Z0Tka3GmOCbaVdH2pXKQ7o3vI0Bd1Xl0rVEhnyzLePC99m+0ruY/pHWSimllCpYNGlXKo95tnV1AJbtOclLc7eTkOhg+ku528GnDGydCftz7wltSimllHI9TdqVymMqlfJh/rMtAGt+e523l3H0rP272+lomyd5NPNHSiullFIq/9KkXak8qFm10oQNa0MxL3euJRoW/xVlv+AdD1s/f58Mh9bkXIBKKaWUylGatCuVVWcOwqEwBNfexB1Ythjb3u4IwPhl+9h1zM5d6m7u0GWctR2+EPTGcqWUHbrohFI5w5V/1zRpVyqr1n8CwL5r5TMpeOu8PdwZcFdVAML2n7ZfqL5tSaotIXB8q/0ySqlCy93d/ZafxqmUcs61a9dSre2fnTRpVyqrkhI571aSV689x/2NKrr8dM+3rQnAxyv+Zu+JC+kL+JaD7pOt7SXDICnR5TEppfKPkiVLcurUqVRP9lRKZb+kpCROnTqFn5+fS9p3zUcBpQq4a+LFnVVL07Guv8vPFeBXhJc61OKTlQd4f/Fevnmqefr122/vCrwMJ7bDsS1Q5S6Xx6WUyh/Kli3LsWPH2L8/k6ct53GXL1+mSJEiuR1GgaZ9fOuKFStG2bJlXdK2Ju1K5QN9givzycoDbDh0hqP/xFO1TLHUBUpUgL5zYN6j8GVneDMaPLxyJ1ilVJ7i5uZGlSpVcjuMWxYWFkbjxo1zO4wCTfs4b9PpMUrlAxVLFmVy3zsAGDxnm/0bXWp1hirWUpEseTUHo1NKKaWUq2nSrlQ+cVf1MgDsjbrAlQQ7c1M9vODej6ztbV/BMb0pVSmllCooNGlXKp+o4FeU4V2CABi+4C/7hQIaQMf3re2QdrBxWg5Fp5RSSilX0qRdqXykk+3G19WOln8EaPkidLeWpWTZCPgsGC7G5EB0SimllHIVTdqVykdqli/OYy2qEns5gTd+3OW4YPAgeGqVtX3mAHwcBLEncyZIpZRSSmU7TdqVymf6NbNWgfh5xwmu2pvbfl2lO61VZHwDICkBdv+QQxEqpZRSKrtp0q5UPlOnQgm6N6xA3JUERvzgYG77dR5e8Owaa/vXkbDwBdAHrCillFL5To4m7SLSRUT2i0iEiIywc9xbRObZjm8SkcAUx0ba9u8Xkc5ZaPMzEYlz1TUplRve6FYHgO3/O0dikp3lH1MqHgCdP7S2t30FU5tBwhUXR6iUUkqp7JRjSbuIuANTga5AXeBhEambptiTwD/GmJrAZGC8rW5doB9QD+gC/EdE3DNrU0SCgZIuvTClckEFv6IEVy3F4ZiLTFrhxFMOWwyBl/dY22cOwJjysPv/XBukUkoppbJNTo60NwMijDGHjDFXgblAzzRlegKzbdsLgPYiIrb9c40xV4wxh4EIW3sO27Ql9B8Bw118XUrlio/6WA9bWvt3DAmJTkx58asEww9D9TbW+wVPwJ4fXRafUkoppbKPRw6eqyJwNMX7Y0BzR2WMMQkich4oY9u/MU3dirZtR20OBRYaY6KsvN8+EXkGeAbA39+fsLAw568ol8XFxeWrePMje30cdDIK96Qkzp8/n+v9X7aosOv4ed6Z8xsdq3o6V6nKywR4NqD2/s/g+8fZcDSBK0XKuTbQDOjvsetpH7ue9rHraR+7nvZx3paTSbu9zDntZFxHZRztt/dNgRGR24A+QJvMgjLGTAemAwQHB5s2bTKtkmeEhYWRn+LNj+z28bn5xETvxs/PjzZt/pUrcV03r14c7T9ewy9HDMP7tMTPx8nEnTYw/3+w92dabHwKgp+E9m9B0VKuDNcu/T12Pe1j19M+dj3tY9fTPs7bcnJ6zDGgcor3lYATjsqIiAfgB5zNoK6j/Y2BmkCEiEQCPiISkV0Xogq3JGO4lpiEMZncAJoDqpUpRvEiHpyLv8aq/aeyVrnXl1Crk7X9Zygsf0tXllFKKaXyqJxM2rcAtUSkmoh4Yd1YujBNmYXAY7bt3sAqY2VGC4F+ttVlqgG1gM2O2jTG/GKMCTDGBBpjAoF4282tSt2yXcfOk2igqJd7boeCm5uw5MV7AHh53k6On7vkfGV3D3jke2ueO8D2r+HoxozrKKWUUipX5FjSboxJwJpn/isQDsw3xuwRkfdE5D5bsVCgjG1U/BVghK3uHmA+sBdYBjxvjEl01GZOXZMqnK7abvoc92DDXI7EUrFkUZoFlgbg81URWf8GwKc0PDDd2t67EPLANwhKKaWUSi1H12k3xiwxxtxujKlhjPnAtu9tY8xC2/ZlY0wfY0xNY0wzY8yhFHU/sNULMsYszahNO+f1dfW1qcLFQ4TKpX1yOwzAGm0f16sBAN9t/h8Rp2/isQSVgq2fm6ZB5LpsjE4ppZRS2UGfiKpUAVC9nC8Telsj/x0nr+WaM0tAplSmBtz3ubU9uwdcjc/mCJVSSil1KzRpV6qA6NHwNmqWt75Uev3//sp6A3c8DEHdrO0Z7bIxMqWUUkrdKk3alSoginq5M7V/EwB+2Hac+X8ezaRGGu4e0H0yIBAdDid2ZH+QSimllLopmrQrVYAEBRRn2iNW4j58wV/0m76Bi1cSnG+guD90GmNtzx+oN6UqpZRSeYQm7UoVMF0bVOCHIdZDnzYeOku9d35l/8lY5xto8TxUaw3njsCiF10UpVJKKaWyQpN2pbLi0jnqXViHG3n7IURNqpRi65sduKNySQA6f7KWiNNOJu4i0G2Stb3tK1g/xUVRKqWUUspZmrQrlRVbZuCTFMc/4pfbkWSqjK83Pz/fkk51/QHoN30jsZevOVe5bE14fIm1veJt2BLioiiVUkop5QxN2pXKioQrAAz1GpPLgTjv04cb4+XhRkzcVRqMXs7eExecqxjYEvp+Y23/8ir88bnrglRKKaVUhjRpVyqLknAjXormdhhOK+Lpzl/vdKJBRevbgXs/Xcfczf9zrnKd7tB7prW9/A34+1cXRamUUkqpjGjSrlQhUMTTnR+H/ItnW1cHYMQPu3h4+kYSk5xYHab+g9DDNq/924fg7KGMyyullFIq22nSrlQh4eHuxsiudVj1amsANhw6w7DvdzpXucljcEd/a/vTxhB70kVRKqWUUsoeTdqVKmSql/Nl3fC2APy4/TgDQjdx6WpixpVEoPskqBhsvf84CK7EuThSpZRSSl2nSbtShVDl0j4seK4FAOsOxFDn7WVsPXI240qeReHxxeDfwHr/9f0ujlIppZRS12nSrlQhFRxYmq1vdqB7wwoA9Jq2gRPnLmVcybMoPL4IPIvBsS0QNj4HIlVKKaWUh6MDIvKKs40YYyZlTzhKqZxUxtebKf0ac+RMPLuOn2fu5v/xSqegjCsVLQWPzIdZ3SBsLMTsh/v/Cx5eORO0UkopVQg5TNqBF5xswwCatCuVT7m7CZP7NqLDpDV8uiqCVreXIziwdMaVAu+GgQvhq/tg9/9B+CJ4cQf4VcyZoJVSSqlCxuH0GGNMNSdf1XMyYKVU9qtZ3pc3u9UBoPd/NxB/NSHzStVbw7//Ao+ikHgVJteFw2tdHKlSSilVOOmcdqUUAI//K5B2tcsDcO+Udc5VKlUV3oiCBn2s97N7wLSWcNnJp64qpZRSyilOJ+0iUlpE+ovICBF5O+XLlQEqpXKGh7sbE/vcgbeHG5Fn4vl6Q6RzFUXgwRlw32fW+1O7YVxl2POTq0JVSimlCh2nknYRuQs4AEwE3geeAN4AhgG9XRadUnlM3JUEjDHOPUk0HypdzIv/PnonAG/9vIft//vHuYoi0GQgjDoBtbtb+75/DLaEuChSpZRSqnBxdqT9I+AboCJwGWgHVAH+BHTNN1Vo7DlxHoBqZYvlciSu07Z2eV7qUAuAB/7zB3+finW+slcx6PcN9P3Gev/Lq3BwlQuiVEoppQoXZ5P2hsDnxhgDJALexphTwOvAaBfFplSec32A/ZunmuduIC72UofbebhZZQA6TV5LxOksPv20TnfoMNra/voBOLY1W+NTSimlChtnk/arKbZPAVVt23HAbdkakVL5gJub5HYILvfhgw15oLG1hGOHSWsIj8rizaV3vwz/etHaDmkHkb87Lnv5PMSdvslIlVJKqYLP2aR9G9DUth0GjBGRx4BPgb9cEJdSKg+Y3LcRD9oS965T1hFxOgtTZQA6vQ/3DLO2Z3WDhS9AUmKqIm6JV2FcVZhYCyLXZ0fYSimlVIHjbNL+BnDCtv0mEA18BpQCnnFBXEqpPOLjh+7gvjusL9Q6TFpLdOyVrDXQ/i3oPNba3vYVvFcaovcnH6507GesZ7QBs+6F3T9kQ9RKKaVUweJU0m6M+dMYs9q2HW2M6WqMKWGMCTbG7HJtiEqp3CQiTHroDu6qbj0ldUDoJq4lJmWtkRbPw+tHoFxt6/20fyUfCoyca224eVo/FwyCizG3GrZSSilVoOjDlZRSmfJwd2PWoGYA7DsZy+MzN3M1IYuJe9GS8Nx6qHo3JCUkP4Apyc0DWgyFt2Og1WtW2TUTIC4aEp14MqtSSilVCDi7TntpEZkmIn+LyDkRuZDy5eoglVK5r4inO+uGtwVgfcQZxi/bh7WgVBa4e0CNNtb2rG7pj9/e1fq5+QuYWBPmPgxZPYdSSilVADk70h4KdAVmAS8BL6R5KaUKgcqlfVj5SmsAQn8/zLuL9mY9cW/2LBQtZU2BmfcoHomXQWz/FFW6E17YBs2fs94fWA7vloQd32nyrpRSqlBzNmlvD/Q1xow1xswyxsxO+XJlgEqpvKVmeV9CBgYDMOuPSO799Hfir2ZhGkuREhB0L7i5w+lwa1/wEzeOl6kBXcfDs+vAv76176fn4LMmsO1rnTKjlFKqUHI2aT+NtSa7UkrRoa4/v7x4NwDhUReo+/av/HHwJm4eFTdOl2sJpaulP1ahIQxeD0/8ar0/ewgWDoUlw3TUXSmlVKGTlSUf3xMRX1cGo5TKP+rd5sfudzvTrJq1qkz/GZt4ePpGTl247FwD549C7MnMy1W5C17cAT2nWu+3zrSmzExpBOf+d5PRK6WUUvmLs0n7m0An4LSIhIvIXylfLoxPKZWH+Xp7MP/ZFkwfcCcAGw6dofnY3xi3dF/Gq8t4l7B+XnHyPvbS1aDxo/DwvBv7/jkMPz5nrfkesRKuXbrJq1BKKaXyPg8nyy3IjpOJSBdgCuAOhBhjxqU57g18BdwJnMGaRx9pOzYSeBJIBF40xvyaUZsiEgoEAwL8DTxujNEpPkq5QKd6Afw9pisfr9jPF2sO8d81B/l1z0kWDm1J8SKe6St0GA3unhDzN6e8ginv7ImCusBrh6z58NP+BUfWw1RrKUrunQjNns6eC1JKKaXyGKeSdmPMu7d6IhFxB6YCHYFjwBYRWWiM2Zui2JPAP8aYmiLSDxgP9BWRukA/oB5wG7BSRG631XHU5svGmAu2c08ChgKpPiQopbKPl4cbI7vW4eGmVWgzMYzDMRd58D9/sPjFu/H2cE9d2LMIdHofgDNhYVk7UbEy1s92b1o3pl6Lh6gd1lz3JcOsdeAfXQCeRW/9opRSSqk8IicfrtQMiDDGHDLGXAXmAj3TlOkJXF+NZgHQXkTEtn+uMeaKMeYwEGFrz2GbKRJ2AYqS/Jx0pZQrBZYtxo63OwJw4HQc90/9g8QkF/z1a9QfnlgKz66B9u/c2H/kd5hUB65dhtP7IOFK9p9bKaWUymHizBrLIpKE46T3MlYSHWqM+TSDNnoDXYwxT9neDwCaG2OGpiiz21bmmO39QaA5MBrYaIyZY9sfCiy1VXPYpojMBO4F9gLdjDHxduJ6BngGwN/f/865c+dm2h95RVxcHL6+em+wK6Xt48tbv6LjhR9Y1/anXIwqf/jnchIvh92YZz6hVVHK+6QfJ8iu32NJSsQjIZbmm4bgkXjxRhwl67PzjvdvrAVfCOm/Fa6nfex62seup33sem3btt1qjAm+mbrOzmkfipU4/whssu1rDtyPNYWlMjBORIwx5jMHbYidfWk/CDgq42i/vf+Fk9s0xgyyTcv5DOgLzExX2JjpwHSA4OBg06ZNG3ux50lhYWHkp3jzo7R9vCHiZ7iA9ruTWt19hS5T1hEde4Xhay9xf6PbeLdnffyK3pjnvmDpKv6+dhsNKvrRsa7/rZ/09rKwZDhcOA6Xz1Hq3G7axP4EJatA0ZLQ5DFrPn0hov9WuJ72setpH7ue9nHe5mzS3hkYaYwJTbHvSxHZDNxnjOkpIvuxno7qKGk/hpXcX1cJOOGgzDER8QD8gLOZ1M2wTWNMoojMA17DTtKulHKdMr7ebBjRjqmrDzJ55d/8tOMEP+04wapXW1O9nC9xVxIYv/ky0ZcOAPBW97o80TIQa1bbTQq8G4b8YW1H77duVN2W4hlwEaug3zdwK+dQSimlclhWnoi6xs7+NUAH2/YKwM4TUpJtAWqJSDUR8cK6sXRhmjILgcds272BVcaav7MQ6Cci3iJSDagFbHbUplhqQvKc9h7APievVSmVjTzc3fh3h1rsfKcTtcpbX7vO+/MoAEt3RRF96cYXbu8v3suYX8Kz7+TlgqD3TLjrebj7ZWvf/l+sdd5H+0FoJ0i4mn3nU0oppVzE2aT9DNZUmLTuB64/BtEXOO+oAWNMAtY0m1+BcGC+MWaPiLwnIvfZioUCZUQkAngFGGGruweYjzU3fRnwvDEm0VGbWNNpZovILmAXUAF4z8lrVUq5gF9RT1a80hoPN2HG2kNEx14hwXaD6prX2rDi5VYAhP5+mKW7orh8LTF7Tlz/Qegy1lpmcsCPqY8d3QSL/g37l8HmGXDpXPacUymllMpmzk6PeReYISLtsEa4DdbKLZ2A6wsjd8T+aHwyY8wSYEmafW+n2L4M9HFQ9wPgAyfbTAJaZnhFSmVV5O+0OPal/TsslNOqlS3GgdNxzP4jks9XRwDg7eFO1TLFeLFdTT5dFcHgb7YB8H7Pejx6V9Vbmy6TUo128Orf1nKQVy7A5HqwewHs/NY6vmQYPL8Fyt2ecTtKKaVUDnNqpN0Y8yVwN3AOuA9rhP08cI8xZpatzERjTD8XxalU7ov5G4CJCQ/lciD524Ln/gXAX8etL+b8fYSyvl4AvNIpiP8b/C+GtKkBwFs/76HayCVsOHgm+wIo7g9FSoBfJeg7Bxo8BHXug7K2RH1qU/i0CXzSAH4cDEnZNOKvlFJK3QJnR9oxxmwANrgwFqXyhe8TWzMst4MoQJ5p6I2H+43xgzurluLOqqVoE1Sep7/6k/OXrvHwjI3c2yCAzvUC6NmoYvadvE4P6wVwJc66afXCcTh70Np37ltISrAeBHX2MGCg8l3gVniXj1RKKZU7HCbtIlLaGHP2+nZGjVwvp5RSzlr7d3SGx5tVK82OtzuyYOsxQn8/zJJdJ1my6yR/Rv7DfY1uo1Hlkni6Z2Py7O0LQ/+Ev+aBb3koXxc+bQS75luv62p3h4e+1sRdKaVUjspopD1aRCoYY05j3Wxq7+FKYtvvbueYUkqlU6KoBw82qcgvf0VRvZwv5XwSHJYVEfoEV6ZPcGWW7T7Jc3O28vXGI3y98Qie7sK64e0I8CuSfcF5+UDwoBvvn1gO3/WzHsxU7R7Y8yPsWwxrxkGpanBiu7VCTZPHwN3pLy6VUkqpLMvof5l2WGukA7TNgViUUoWAiDDpoUZMeqgRYD3Mwxld6gfw0/Mt+TPyLGN+CedaouHleTuoULIIxsDzbWtQs3zx7A22SnN4/fCN93c9D6EdYM341OV2LYCBP4OHV/aeXymllLJxmLQbY9bY21ZKqdzSqHJJGlUuSd+mlen5+f+zd+fhcV7l/f/fZ/YZ7btsyVu8L3ESW0lIAolDEghrIJANCpQtoZRCSymlpd+wlS+FUviVAoWwfC+WhiQkAVJCErI5+247Trw7tiXLlq1910iznN8fZyRLsjYvo6efSAAAACAASURBVBnZn9d1PZdnnuc8Z+45GOfW0Xnu8xS7m7rZ1dhFc/cAv9t4gM9fuZTllflcuqw8PQHMORduehwe/QYkBuD8T8Ct10Dd0/Dv7uFZvAHobYb3/hxWvSc9cYiIyGnnmH+fa4wpA/4KV5f9D9bap056VCIiE8gL+Xnkc+sAsNbywZ8/zxO7mvnW/TsAuHpN1dBM/kk36yx4321H3n9mM/znaldCcrg7PwIdB+CCv4ZoByRirnKNiIjIcZgwaTfG3AIYa+3HU+9zcLuQzgZ6gb8zxrzDWnt/2iMVybCkdTVSk2M93SEZY4zhVx89n/q2XjbXd/DJ/9nA3RsOsPNwF4kkXH/uHD504fz0BVA0D25uhYEewEKoAHY9BP/zHnjw/7hjuOt/A8vemr54RETklDTZTPsbYER1u78A8oHFQB3wc+AfcLuUipzSNte3czbg9Wh3pWxUXRShuijC3Z+8kG/dvx2/18MTu5r50j1b2FzfwQ3nzcHn9XBWdcHJ26xpkMfrar8PWnw5fPJZePBm8IXAH4Gtf4B4H9x2AwRy3e6s1kIyBmXLIKf05MYkIiKnlMmS9mpg+7D3lwN3WmtrAYwx/4kSdjlN9MeTAPzwfWsyHIlMZM3cIm678QIAntvTwnW3PMtdG+q5a0M9AG9bPYvv33DOyU/cRytfDu//7ZH3V/8Ydj8Mv74aBrrhZ1eMbO/Pget/DWdcCumOTUREZpzJkvY4I8s5ng98edj7dtzMu8hpY25xJNMhyBSdf0YJ933mDexv7aW5e4B//t0r3Lu5gXs3N5AX8rGsMo+f/+W55IX80xPQosvcUpod90HTNvAGAQsPfgliPfCrdwMGrr4FAjnu9eyzIX/29MQnIiJZa7KkfRvwbuCbxpjVQBXw6LDr84DDaYpNROSELZ+Vz/JZbm7h/DOK+cJdmwF4YV8bL+xr46J/e4Rra+YQ8nt595oqFpblpjcgjxeWv90dgy76DOxZD7+8CrBw98dH3hMugr+8FypWpjc2ERHJWpMl7d8C7jDGvA1YBvzJWjusaDFvBZ5PV3AiIifTwrJcfvuJCwFo6xngom8+Qmc0zk+fdP+sff/R3fzn9Wdz1dlVWOueOE77MppBZ6yDL3dAy2vuoVabhIMb4N6/h742+O8LIVIK1/3azb73NLm18uFi7c4qInIamDBpt9b+3hjzFuDtwL3Af41q0gv8d5piExFJm6KcAM9/8XKe29OCtfByfTv/9chuPnPbJj5z2yYAQn4Pf/yb15/8TZsmUrLwyOvZZ0PNR2D7n9wDrL3N8P+uPPqexW+GK74K5cumL04REZlWk9Zpt9Y+DDw8zrWvnPSIRESmSW7Qx2XLXe30y5aXM7c4wjfv30E0lqC7P040luTy7zzO2XMKWV1dQCTg42/euIic4DFvcXFilr3VzcLveQx2/Rkixa72e+N22PXAkQPgkn+ECz8NwTQv8xERkWk1zf/lERHJTsYYrqmZwzU1cwC3adPnfruZuzbUs2l/O5v2twPwo8de44nPX8qc4giJpMVjpnMJzSXuGC4Rgx1/gns/Bz2N8Ng33eENuF1bc8pYkr8GVs+D4gXTE6eIiJx0StpFRMZgjOE/rj2Lz715CQfa+lg+K5/3//Q5Nu1v5w3fenRE21s/fj4XLsxQnXWvH1Zc5Y6eFnjhJ9DdCB37of4F6Glids8D8L3UTHzNR+DSf4GckszEKyIix0VJu4jIBGYVhJlVEAbg9ptex5fv2co9mw7QM5AYavO+nzzHe9dWUxj2kxP0EfR7+OAF88md7mU0OSWw7gsjz8WibLvrGyw/cDt0NcCLP3dHxSqXwGPdJk8LLoaypdMbr4iITJmSdhGRKQr6vHzj6jP5xtVnDp275+WDfPo3G7nzpfoRbb91/w5++ZHzuHhJ2XSHOZI/xOHKS1l+/VcgFnVLZ578Dhx+Fe797NHtr/ganP8J8AWmP1YRERmXknYRkRPwzrNmc+HCEurb+rDWsqg8l7++dSOP72zigz93FXGXVOTS2RenqijMt685iwWlOZkJ1h+Cy7/kju4msAkwHqh92iXwvS3w4P9xh8cPZ13nHmrVDLyISMZNmLQbY743lU6stZ8+OeGIiMw8pblBSnODQ+9/+ZHz2LS/nZv/8CoFYT9ej2Hn4SYOdUa59NvrmVUQ4j+uPYs5RRHiScucojA+7zTXWs8d9huAle9yR9chNxO/9Q8ugd/4a3cAlK8Er8/VkD/zWlj7l5BXMb0xi4icxiabaf8UUAfsAcYrj2BPakQiIqeAs+cUcs+nXj/03lrLrc/X8cXfvUpDR5T3/eS5Ee1LcwP833efyRUrKqavGs1oeZXw9u+6IxGHbX+AzXeAP+yq1DTvhJbdsP7/ugNcjfg1H4QlV7qkXkRE0mKyf2HvBN4B7AV+BtxprY2mPSoRkVOMMYb3nz+PG86dy9OvtbC3uZug38urBzr45TO1NHcPcOOvXgLgPWuquXBhCV6PYX5pDmdVF0x/Iu/1war3uGO47ibYcje8/Bs4uHFkjficMrjwbyBvNmDhjEtHzuiLiMhxm2xH1GuNMcXAXwCfA/7LGHMb8DNr7YvTEaCIyKnE4zG8fnEpr1/sSkReWzOHr161is317fzVrzdwoL2PuzbUc9eGkQ+2/sObl/LxN5xBwDfNy2hGyy2D829yh7VwYINL4F/4CfQ0wYM3H33P3Ath7vmw8mqoPBMy9ZsEEZEZbCo7orYC3wO+Z4ypAT4C/NkYsx+4wFrbm+YYRUROeaurC3nqC28kmbQ0dvXTH0+w83A333lwJ9saOvn3B3bw7w/s4Jy5hXzgdfMI+734vB4Wl+cyrySSmSU1xkD1Wne87dtuFj7aAfE+2P0wvHoXHNoMdU+748nvHrl34Rvdspqlb1OlGhGRKTjWBYjbgU3A+cASwHvSIxIROY15PIbKghAA80pyuGJFBQ0dfXz5ni08sOUwG+va2VjXftR9ly8v528vX8KqqoLpDvmI3LIjy2Eqz4TX/617PdADe9bDq3fD3sfdzq2vPeIOgFlnw6LLoWSRuz9SAoXzIFQAHv1nRkQEppi0G2MuAT4KXI1L2n8I3G6t7U5jbCIigtvg6ccfqAHgUEeU7v4YsYRl68FOfvlsLS/vb+ehbY08tK0RgNcvKuUtZ1ZiLZwzt5CkzXC9gEAOLHubOwY17YSHvgw77oWGTe4Yz4JLYOlbYMW7IH9W2sMVEclGk5V8/Gfgw0Au8Eugxlq7fToCExGRo7lZeDcTv3xWPu9ZW008keSJ3c187X+3sqe5hyd3N/Pk7uYR98194VH+8sL5XHvunOnfqXUsZUvghlvd61ifKzfZdQgGul2FmrZa2PsYNG51f+59DO5P7fZasQou+BQsfzsE8zL3HUREptFk/3L/K67k4++BMPDJsdZNqk67iEjm+LweLl1azqVLywHoisZo64mxoa6NB7ce5t5XGqhr7eWrf9zKV/+4lZWz8/nXd62iqihM0OclEvDin+468cP5w1C8wB0Ai684cs1al8xv/yO89As4/IrbzfX3n3D/ZSqcB6uudru9Fs5xPwCULYP5r4dwYUa+johIOkyWtD+Oq8O+bII2qtMuIpJF8kJ+8kJ+5pZEeNc5VVyzfj0r1ryOnz65l1se38OWg528+4dPj7hnVkGIv7tiCe88azYhfxatIzfGLYk57+PuAGh5DZ77EWz6DfS1jXzAdbS5F7qdXWefA4VzIVw0PXGLiJxkk5V8XDdNcYiISBqV54f457cu53NvWspTu5tp6uqnP5Fk1+EufvlMLQ0dUT5/52Y+f+dmiiJ+LlxYynXnzuH1i0rxeLKsRGPJQnjrv7sDIJmAWK/7s/U12PUQ7H4I6p8/UrlmuDnnw9oPw6LLILd8+uMXETkOx7Sw0RhTClhrbUua4hERkTQK+DxcumxkovrVq1ZxoL2P7z+yiwe2HKa1Z4B7X2ng3lcaADcLXxQJ0NgV5eIlZVyzdg7nLyjOnmTe4z2ytr1qrTvW/aN731HvdnI9vAVeudM98Lr/OXcMKpwHS9/q7ssth/zZrpKN6smLSBaZNGk3xuQDXwduAIpS59qAW4H/Y63tmOqHGWOuBP4TVyryp9bafxt1PYh74HUt0AJcZ63dl7r2T7gKNgng09baBybq0xjzP0ANEAOeB26y1samGqvIaLl9BzIdgkjaVBWG+cbVq/nG1ZBIWl490MFPn9xLfVsvxZEArxzooLl7gLs3HODuDe7/CyG/h7esmsVfvG4eZ1UX4MvkuvjxFFS7Y+Eb3W6t4JbXbL8XXnsY6p6F9lp47r/Hvj9vNtR82K2zn3W2EnkRyZjJqscUAk8Dc3FJ+lbAACtwCfQbjTEXTSVxN8Z4gR8AVwD1wAvGmHustVuHNfso0GatXWSMuR74JnCdMWYFcD2wEpgNPGSMWZK6Z7w+/we3kyup2D8GjPOvssgk9j/Pyj0/B8B6tRGMnNq8HsNZcwr5rxvOGXE+lkjy5O5mHtnWyO83HqCrP87vNh7gdxtdEr+gNIe3nlmJ1+PB5zFcurScReW5hANZtEYe3PKaiz7tDoD4AHQfchVr+jvhwEvQXgdbfg9dB+HRr7tjUNECeMNnYdnbVUteRKbNZDPt/4J70HSxtbZh+AVjzJeAB1Nt/mEKn3UesNtauyd1/23AVbgfBAZdBXw59fpO4PvGlau5CrjNWtsP7DXG7E71x3h9Wmv/NCzW54HqKcQoMra+NgC+Fns/N+lBNjlN+YdVqfnau1YRTyR5bm8rv362lge2HGJfSw8/emwPiaSrT/CdB3cCbnJ6eWU+a+YVctmyCmrmF5EX8mfyq4zkC7iHVAvnuveD9eTf81Po74KdD7jlNHufgKZt0LYX7vkbdwB4AyyuuAwqeyCnHDwe8Pggb5bWzIvISTNZ0n418KnRCTuAtfagMebzwH8xtaS9Ctg/7H09bmfVMdtYa+PGmA6gJHX+2VH3VqVeT9inMcYPfAD4zBRiFJnQC8ll3JTpIESyhM/r4aJFpVy0qHTE+c5ojCd2NrOhro2ndjez/VAXWxs62drQya+frRtqt6wyjw9fNJ93nlWVfbPxg4J5cOZ73TGorRZ2/dmtld96D3QfourgfXDbfWP3UboE5l4AviAsuNgl8+Eit5bemwU180VkRpjsX4vZwOYJrr+cajMVYy0EHF0ucrw2450fawHl6D5/CDxurX1izKCMuRG4EaCiooL169eP1SwrdXd3z6h4Z6LBMS5ueYXVqXNPP/00haEsXLs7Q+nvcfplYoxzgDfkwhvOdu8GEpbaziQvNyXY0pJgb0eS7Ye6+Me7XuEf73oFgDl5HnweiPhgfr4XY2BhoYeVJV4C3mxbS74YIouh5m14Ev34GjeTE/RjbAJjkwT7myhtfo78zl3Eu9oJbfiFu+35W0b00huuwpvopStvEfvnvJuOghVaNz8O/VuRfhrj7DZZ0t6OS8rrx7lenWozFfXAnFH3HhynTb0xxgcUAK2T3Dtun6klPGUw/uSotfYW4BaAmpoau27duil+ncxbv349MynemWhojHf2g8sruPDCCynPD2U0rlOJ/h6nX7aOcX1bL7e/sJ+XatuIBHxsPdhBbzzJ3o4BtrQkj2q/qDyXS5eWcW3NHBZXZNdOqOvXB7lwnDH2gdv8qWm7WzPf0wy7H4Z4lMjBDdB6gGDLC5S2vOBuOGMdFJ8BxuvWyxuvW3KTTEK0AypXpWbuQxCIuJl7bxYtN0qTbP17fCrRGGe3yZL2R4Av4taJj+WfUm2m4gVgsTFmAXAA92Dp+0a1uQf4EPAM8F7gEWutNcbcA9xqjPkO7oeIxbiKMGa8Po0xHwPeDFxmrT36X3+RY9DWO4BWsoucXNVFEf7+TUvHvJZIWjbUtfHwtkae29vCxrp2djd2s7uxm588sRdwFW+urZnDeQuKyQv5yA/5yQ35KM7JwofF/SGYffaR96uuPvI6mYTap+DPX4SGl+HQq+6wCXfNJlwN+njf+P17A7D4TRDvdzvDXvx5tymViJwyJkvavwI8n3qQ8z+A7bjlJyuBzwJLOfJA6IRSa9Q/BTyAK8/4c2vtFmPMV4EXrbX3AD8DfpV60LQVl4STancH7qHVOPDX1toEwFh9pj7yR0At8Ix7lpW7rbVfnUqsIqPVtfZQBMwpjlCSG8x0OCKnPK/HcO78Ys6dXzx0rqc/zmM7m7jjxf2s39HEgfY+vvvQznH7OGduIW87cxZXrqpkdkE4e+rKj+bxwII3wE2PT9wumYTuw3DgRfe+65CrP7/nUQjkQuM2t7kUwIuu2hX51XDx37vZe2td5RuPlveJzEST7Yi6wxhzBfBz4DccWS9ugG3AFdba7VP9sFRFlz+NOnfzsNdR4Jpx7v06rl78pH2mzuvpHjnpPnPZYrzZ+h9+kVNcTtDHW8+cxVvPdDPIA/Ek2w91UtvSiwWiAwke3dHI1gZ3bmNdOxvr2vnXe7cN9VGcE+CtZ1Zy1dlVrJpdkL0PwI7F43Gz5/nvGL9NfABe/g1s+R3sfRw66+GPfzeyTX41VK91VbHO/yuY+zpIxiGnTOvpRbLYpImttfZ5YJUx5hzcshSAndbaTWmNTEREZAIBn4fV1YWsri4cOnftuUcec2rtGeD+Vw/R0x/nhX2tPLTN7fb662frRlSxWVKRyxsWl7GqKp+y3BCVBUHmleTgz8bNoibjC8DaD7kDXL35PY+5EpT1L8DW30MwF7b+wV3fO2p2P78KzroBiua75TylS1zVGxHJuCnPRltrNwIb0xiLiIjISVOcE+B957va6x+/+AwAorEEz+1t5dHtjWysa2PzgQ52Hu5m5+HuMfsojPh504oKzltQwvkLiplTHJm2+E+Kwrmw5gPu9dk3wNu/c+Ta4a2w+0HwBmHfE7DrQeg8AE98++h+CubCwnUuoS9dCuFCbSolMs0mTdqNMWHg88B7gDNwS2T2AL8F/sNaO8GTMSIiItkj5PdyyZIyLllSNnQulkjS3N1PfVsfHb0xthzspK61l4e3H6a9N8YdL9Zzx4sji6itW1rG9efOIS/kZ83cGfqYesUKdwC87hPuz4Ee6GmCAxugYz8c3Ag77oeOOtjwS3cMChXC2e+HeRe4Cjd5FW6JjT8CkRIttRE5ySZM2lNlFx8B1gD3A/fi1rOvAG4G3mKMucRaG093oCIiIung93qYVRBmVkEYgMtXVAxdSyQt2w91srGunQ11bTz7WgsHO6Ks39HE+h1NQ+0iPri8YSMBn4doLEF5Xgi/13DeguJUdZsZUpIxkOOOovkjzydiUPcsdNTDa4/AK3dAtB2e/YE7xlI0H1a9B2wSZp0NxuOW2sxeA7llY98jIuOabKb9RmARsGZYVRYAjDGrgEdTbX6YnvBEREQyx+sxrJxdwMrZBfzF6+YNna9v66W2pZeHtzXywJZDmHiUVw500NzdT1f0yDzWjx/fM/Q67PdyZnUBYb8Xv9fDill5rJ1fTFHEz4pZ+fiyeQ291+8q3IBbZvOen7hqNs07ITHgqtbE+twDrTsfgO1/hLZ98MR/jN/nyqtdjflgLiy63M3QhwvdunrN0oscZbKk/b3A10cn7ADW2leNMd9ItVHSLiIip43qogjVRREuWlTKze9YcdSmNNZaXqpt4+nXWgB4cnczALsOd9HeF8NaeGjb4RF95gZ9XL2miitXVhIJ+vAag9czeEBpbpCcoC97HpD1eKB8mXs9a/WR82s+eOR1MgGte11i330IGjbDMz9wCf7ex6HXjQuPfXNk37mVbuOo4oWu/nwyRmlTB2zvcTP1qkEvp6HJkvaVwN9OcP0h4AsnLxwREZGZzxhDzfxialJ15j992eIR1wfiSfY297C3uZundrfwv5sP0t4b45fP1PLLZ2on7X9xeS7l+UG6o3EWludyyZIy8kI+FpfnMbswnD2laT1eKF3kXlesgIVvhNcPSytiUWjY5GbljQf2rIcDL7lNolr3uGP3gwCsAhicQjQeqFztdpeddRYseTNU10DhPLfRlMenevRyypksaS8Cmia43gQUTnBdRERERgn4PCytzGNpZR5XrprF1961iu7+OJv3tzOQSJK0lkTSralPJC21rT34PR4e29lEW+8AuUEfT+12s/gv13dw94YDI/pfUJrDxYtLWVKZx6VLy5ldGM7E15ycP+TqxM99nXu/+tqR12N9EO2A/i5eePYpzq2Iw5bfQ6gADr/q6tB31sOOe8f/jMJ5sPwdULXWJfS5FW69fSACvrCSe5kxJkvavbgdSMeTTLURERGRE5Ab9HHhotIJ2wyWrhyUTFoaOqMc6ojy8v52Xqpt4/GdTXT3x/nFqBn7VVX5JJPg93l425mVFEYCrJ1XxLziSPaup/eH3ZFXSU/uATh3HZz7sZFtOg5A0zZoeNnNwCfjbr1941bYdg+018Iz3x//Mzw+twQn2uHq0pctcwm9NwAli9z1cKFbsuMPpfXrikxksqTdAL82xvSPc107LoiIiGSIx2OoKgxTVRhm7bwiPvL6BUPX6tt6eXRHEw+8eoicoJfegQRP7HJryF/e335UX5X5IdbOc+Urzz+jmAsXllJZECLi9+LJluU2Yymocseiy8e+nky48pXdTRCPwuEtLrlv2Q31z7vk/LVH3LXapyb/vMK5EC6G/NkuqbdJKF0M1rrZ/IJqVw5TM/hykk2WtP9iCn38cvImIiIiMp2qiyJ84HXz+MCwqjcAPf1xmrv7eX5vK229A7xyoJOX9rUSDni595UGgKE/BwV9HtbMLWLd0jLOKMtlUXkuC0pzpu27nBCP1y2HGSxjOVgFZzRrob8Lelvcmvr21K65nfUu8W9IbQS/5zG3CdXhLbDjTxN/duWZsPRtrhpO+XI3az/7HIiUut1rRY7BhEm7tfbD0xWIiIiIpF9O0EdO0Me8krGT7kMdUR7f1URzdz97m3p4bm8rda29PLOnhWf2tIxoW5ob4I3LyvF7PSQtLKvMYyCedGvql5QR8M2g2WZjIJTvDjhSGWci1kL3Yehrd2vs41G3MdXex6FlFxx6xR1jf6Arczn7HLAJWHCxm/U3HgjkulKYhfNcuU2P1yX8+dWQU3LSvrLMLJPuiCoiIiKnj8qCENfWzDnqfGc0xoG2PrYc7OTezQfZtL8dn8fDE7uaaeiIjtlXYcRP30CCmvlF+Dwe2nsHqC6OcNVZs1lVVUB+2E9OwIuZqXXZjYG8SncMJvnn/MXINvEBVwWnpxGadrjyl/Uvuln9WB8ceNGdq3tm6p879wIoWQjlKyCY7+IoXuiW5hRUq879KUpJu4iIiEwqP+Qnf5af5bPyee/a6hHXkklL90CcWDxJfVsfd2+op6s/zr7mntQusUle3t9KPGl5ub6DezePXH6zdl4RXdEY80tysMDFS8rIC/pYNiuPOUURIoEZXPPCF0gl9MvcbPp4rHU7z/a1QX+n233WGPdgbSIOTdth90Nu3f3+5yZO8oP5bs19bjmseJdbd184D7w+MF63Lj+33O1+KzOGknYRERE5IR6PIT/kB6AkN8hZc8avBv3qgQ421rXR0Rdj0/52rIWtDZ3khXz8eavbcOrBrYePui/kBf+jD5C0litWVLCwLJdYIsnKqgIuWFgy9PkzljEuwc+rcEfpyNr+LL1yZI37gV4Y6HEJfm+LW2N/4EX3p7VuDX7TdrdUZyKBPJfUx3o4P1QJTRe4+89Y53as9fhcrf3cSvAFNYufQUraRSZjLWX1D2Y6ChGRU8KqqgJWVRWMe72lu5/m7gFePdBBW+8A9W19hPxeXttXyyttPg51Rvn9poNH3ef3GmIJy4pZ+fi9Bp/XQ1NXP+fMLeSCM0pYVJ5LXshPUY6fstzgzF2SMygQcUdumVsqM+c8qBn1KGJ/l5u5721xD9MmYq5qTqwXGre5mXabdDvVNu8kaf2w5Xfu3q2/H/tzC+a4NfbxASic4xL5eRe5fmavgeIFEMxzCT8oyT+JlLSLTKZ5F7P33AlAIlSU4WBERE5tJblBSnKDLK3MG3F+/fpDrFu3buj9QDzJKwfaeXZPK7FEkpdq28gN+oglksQSlu2HOjnc2U9day9/GCPJD3g9DCSS1MwrYiCR5Ow5hXiMYX5JhJygj6Dfy7ziCH6vh7yQj+KcADnBGZY2BfPcUTj3yLl5F4zb/IX1690Y9zRDTxP0trqZ+8QAHNrsHpRNJqCv1SX/jdthoHvi2XxfCJa+1S3zqVrjHr4tnOtm8I3H1cbPKVMN/CmYYX/7RDIg4bYp+Hzs47w/b+4kjUVEZDoEfB7Wzitm7bzicdtYa6lr7eVQR5SDHX0AbGvocjP3jd1098d55UAHXo9hc33tuP0MV5obJDfopTQ3yLySHGKJJEsqcjHGsLg8l9K8ILMKQlTmh2bubH5OqTsA5l80eftYFA5ucLP68Sjsf8H9uevPLtHfcrdrt+2e8fvwBtx6+8SAq6ZTstg9C+ALQX+3q7JjjEvyi89wa/bDxadVPXwl7SJT1GFzMx2CiIgcA2MM80pyRpS3fPc5Y7dNJC3d0TitvQNEYwkOtvdhDBxsj2KtZWtDFz6P4fm9rcSSSfa19PBibduEn7+gNAevx7B2bhHReIJFZbnkhnzMLgwzpyhCYcRPeV4we3eknSp/COZdeOT9qvcc3WawPGZ3o5t1j/e7spidB12Cb61L1g9ugpbX3NKf5t3QvNPNyO+8b+zP9vghGXOz976QWwpUsti994dgwSWuXr43AKECtyTIG5iRy3aUtIuIiMhpz+sxFET8FETcA63LZ+VP6b5k0hKNJzjUEWVfSw+9Awke2dZIU3c/B9r6iCeS3P7i/gn7MAaWVuQR8Hlo7upn+ax8PB6Dz2Pwpo7uaJyF5bmcv6CYixaVEvLPsIo6w8tjDppgqc5R4v3QdcjVve/vdA/Z+sLQttfVfMbb+QAAIABJREFUsk/E4ODGI5tj7X/W3bdhgj1Ag/lu7X2k2C3X6W2FipUw6yyX3OeWuwTf43Pxh4vdZ+VWuB8APNP7v4GSdpFJWGuZeT+Pi4jIdPB4DJGAjzPKcjmjzP1G9u2rZx/VzlpLR1+Mw539vNbUTXc0TkvPAC/VtpET9NIfS/JaUzdFOQEOd0WJJyyJpCVhLXuaegB4eHsjtzy+Z6jP4pwAJTkBuqJxzqwuwFpYXV1AWV6Qivwgq6oKTo2HbsE98Fo0zx1TkYin1t2nqum017k+Yn2p3W2Nm/kP5LiEv+Fl98NA4xZ45Y6pxxUqgOpz3W8D5qd22y2a72b9vT4oXQr+8ElJ8pW0i0ziQHsfgxWJ88MzvKSYiIhkhDGGwkiAwkjgqIdsp2IgnuTl+naeea2FnoE4dS29BHwedh7uZnZhaKhM5kPbji6XCTCrIITPa/AYg9cYyvKCzC4MUxjxux1tk5ZEe4yCujZmFYQpzgng95qZm/B7fW5N/FR2th1kraus09Ps/kwMuIS+t9Ut6bEJaN3rEvSGTW4Nf9dhVz8f3Br+NFLSLjKJ/rgF4JqaOSwo1UYUIiIy/QI+D+fOL+bc+RM/eNvY1c/hzigv7mujqdu9Dvo8xBOWWCLJhrp2MLBxfzvbGjqxFrr640N9/L9Xnz6q3wWlOURjCVZXF9De6zbBGkgkmVMcIeT3sLwyn5ygj6UVeeSFfHg8MzTRN8bNvB/PplPJ5JHymol+N6N/eIvrs3G7m8lv2Q10Hnd4StpFpqg4J5DpEERERMZljKEiP0RFfojV1eNvcDWatZamrn5+99BTFM5ZTEdfjFjCUtfSSyyRZMfhLooifl6qbcPn8fDKgQ56BxIT9un1GPJDPmrmF+M1hpWz3Tr9hWW55Id9FIYDBHyunGZB2E/A65m5yT64KjY5Je4YNOe8o9t9/vi/o5J2ERERkdOYMYby/BBLi72sO3dqpY2TSUtfLEF9Wx/1bb1sP9SFMRCNJdlY18ZAPMnBjr6hZTv3bzk05Xgq8oOE/F4WleUS9Hvo7IuzcnY+8aRlYVkupbkByvNDlOcFiQS85IX8eGdywj9FStpFRERE5Jh4PMYtianMY2llHpctr5iwfe9AnIPtUQ6295FIWvrjSZq7++mMxgC3Zv+1ph5yg16e29tKUcQ9kLunqQevMTy5u3nC/ger7MQSSZZX5uP1GEpyA6yuKsDv9TC3JELA63FVgsJ+yvNDFEX8hPxe/Knz2U5Ju4iIiIikVSTgY1F5LovKj2/Pk8HqO/tb+2jvG2BfSy8+j2FfSw85AR/98QRbD3YSDnjZerCTaCzJKwc6WL+j6Zg+J+z3cmZ1AYmkZV5JhKDPgzGGRMJSWRDC6zFYC5UFQSoLwpTmBqgujJAb8qU98VfSLiIiIiJZbXj1HYA3LJ78Hmst0Zib0R9IJIklkjR0RBmIJ9nb7GbwY8kk/bEkWxs6OdjeR0HYz5aDnRRF/BzqiA79RmAqqgrDdPfHWVqRR9DvoT+WpLo4TFlekPyQn1kFoRMZAiXtIiIiInLqMcYQDniZUxwZOrescmqbZo1l8IeA9r4BDnVEae+NUdvSw77UA7vbGjpZFMqlP56goSNKXUsvrx6c/KHdqVLSLiIiIiIyicEfAsKBMLMKwlO+LxpL0NTVz+6mbt74zeP/fCXtIiIiIiJpEvK72f7hM/7Hw3OS4hERERERkTRR0i4iIiIikuWmNWk3xlxpjNlhjNltjPnCGNeDxpjbU9efM8bMH3btn1Lndxhj3jxZn8aYT6XOWWNMabq/m4iIiIhIukxb0m6M8QI/AN4CrABuMMasGNXso0CbtXYR8F3gm6l7VwDXAyuBK4EfGmO8k/T5FHA5UJvWLyYiIiIikmbTOdN+HrDbWrvHWjsA3AZcNarNVcAvUq/vBC4zxpjU+dustf3W2r3A7lR/4/Zprd1ord2X7i8lIiIiIpJu01k9pgrYP+x9PXD+eG2stXFjTAdQkjr/7Kh7q1KvJ+tzQsaYG4EbASoqKli/fv2x3J5R3d3dMyremai7u5uth3azENhfV0enxvuk09/j9NMYp5/GOP00xumnMc5u05m0j7W3q51im/HOj/WbgtF9TshaewtwC0BNTY1dt27dsdyeUevXr2cmxTsTPfbIg1zy4t8DUD1vPms13ied/h6nn8Y4/TTG6acxTj+NcXabzuUx9cCcYe+rgYPjtTHG+IACoHWCe6fSp8hx8yb6AKi3pbSWvy7D0YiIiMjpajqT9heAxcaYBcaYAO7B0ntGtbkH+FDq9XuBR6y1NnX++lR1mQXAYuD5KfYpcsJ+En8bCV9OpsMQERGR09S0Je3W2jjwKeABYBtwh7V2izHmq8aYd6aa/QwoMcbsBj4LfCF17xbgDmArcD/w19baxHh9AhhjPm2MqcfNvm82xvx0ur6riIiIiMjJNJ1r2rHW/gn406hzNw97HQWuGeferwNfn0qfqfPfA753giHLaS4aP/KIRFleIIORiIiIyOlMO6KKTCCRdH+uW1rG2nnFmQ1GRERETltK2kWmIOz3ZjoEEREROY0paRcRERERyXJK2kVEREREspySdhERERGRLKekXUREREQkyylpFxERERHJckraRURERESynJJ2EREREZEsp6RdRERERCTLKWkXEREREclyStpFRERERLKcknYRERERkSynpF1EREREJMspaRcRERERyXJK2kVEREREspySdhERERGRLKekXUREREQkyylpFxERERHJckraRURERESynJJ2EREREZEsp6RdRERERCTLKWkXEREREclyStpFJvC9jf0AeEyGAxEREZHTmpJ2kQk09cQBWD4rP8ORiIiIyOlMSbvIBP4Q+CIAeZFwhiMRERGR05mSdpEJlNFO1JsLq67OdCgiIiJyGlPSLjKBGD42lV0F4aJMhyIiIiKnMSXtIiIiIiJZTkm7iIiIiEiWU9IuIiIiIpLllLSLiIiIiGQ5Je0iIiIiIlluWpN2Y8yVxpgdxpjdxpgvjHE9aIy5PXX9OWPM/GHX/il1focx5s2T9WmMWZDqY1eqz0C6v5+ceu7bOcAfn97OoUOHMh2KiIiInMamLWk3xniBHwBvAVYANxhjVoxq9lGgzVq7CPgu8M3UvSuA64GVwJXAD40x3kn6/CbwXWvtYqAt1bfIlDR09PH2L/2azQ1RDrV2UVtbm+mQRERE5DTmm8bPOg/Yba3dA2CMuQ24Ctg6rM1VwJdTr+8Evm+MManzt1lr+4G9xpjdqf4Yq09jzDbgjcD7Um1+ker3vycKsGHXJr56ZemJfMdpZYHH/y3TUZyakhZq+rsAKIgEMxyNiIiInO6mM2mvAvYPe18PnD9eG2tt3BjTAZSkzj876t6q1Oux+iwB2q218THaj2CMuRG4EWBWURhv6YJj+1YZZK3F/UwjJ5sX8Bo4d06EW+sqeOmll+jr68t0WKek7u5u1q9fn+kwTmka4/TTGKefxjj9NMbZbTqT9rGySzvFNuOdH2t5z0Ttjz5p7S3ALQA1NTX2i79+YaxmWWn9+vWsW7cu02Gc0u6//37mPPssa9eu5fzzR/+MKSeD/h6nn8Y4/TTG6acxTj+NcXabzgdR64E5w95XAwfHa2OM8QEFQOsE9453vhkoTPUx3meJTFldXR3Wjvlzn4iIiEjaTWfS/gKwOFXVJYB7sPSeUW3uAT6Uev1e4BHrMqV7gOtT1WUWAIuB58frM3XPo6k+SPX5hzR+NzlFeb1eALZs2cKePXsyHI2IiIicrqYtaU+tL/8U8ACwDbjDWrvFGPNVY8w7U81+BpSkHjT9LPCF1L1bgDtwD63eD/y1tTYxXp+pvv4R+Gyqr5JU3yLHxO/3c9111wHwq1/9iueeey7DEYmIiMjpaDrXtGOt/RPwp1Hnbh72OgpcM869Xwe+PpU+U+f3cKTCjMhxW7x4MdXV1dTX13PfffexatUqcnJyMh2WiIiIjJJMJkkkElhrSSaTWGvHPQavx+NxjDFD54Gj2k50rr+/f6gwyPDPHP26q6vrhL7btCbtIjORz+fjYx/7GM899xz33XcfyWQy0yGJiEgWGkzkkskk8Xh8KHkcL4FMJBJHJYyTJYq9vb34fL4Jk8NEIkF3dzehUGjS/oYfmzZtoqWlhdzc3CknvB0dHUQikaHvPXg+mUzS2dmJ3+/H4/FM+NnDryWTSdrb24lEIuOOy0Tf5VSmpF1kigbXt/f19ZGXl5fhaEREptfwRDMajY5ISIcnUclkko6ODjwez4Sznclkku7u7gkTuuH3bty4kUQiQUtLC5FIZOj68CSxpaWFvLy8CfsZfrS3txMOhydMDkcfAwMDxGIxvF7vmPfNVMYY9u3bR2dnJwChUAhjzIjD4/Ecdc4YQ0NDAyUlJUNtBtvl5eXR1dVFUVHRiHsHP2+sA6CqqopEIjH039rx2o7Vn7WWWCxGXl7emG3H+g7RaJScnJwJ+53sXDKZHDFmwz9n+OuvfOUrx/2/kZJ2kSny+dz/XW655Rb+5V/+JcPRiMh0G520Dc5oRqNRGhsb2b9//zH9Sn3w6Onpwev10tzcTDB4Ypu5JRIJGhsbh5LahoYGgsEgXq+X3t5e+vr6yM/Pp7e3l/7+fqLRKAMDA1RXVxOLxTh8+DB+v59YLDaUxHR3d5/w2J0M+/bto6OjY+j9YFI2PEm01tLZ2UlBQcGYydnoRConJ4fOzk6Ki4unlJwOHv39/fj9/jET28Gjt7eXwsLCEfGN1X9/fz+5ubnAxMnp4PVkMkkgEMDn802YIHo8nhFtJks+QSUfs52SdpEpWrlyJU8//TSNjY2ZDkUk6wzOwI73K/tYLDZ0ffDPnp6eSWdXR/8aPhgMkkgkaG9vH/pBeqzlAYN/tra2Dv2qf/jR1tY2lHCNN6Pa3t4+lAAN9jmeffv2sXXr1nGvTzdjDLm5uVhrh5LucDiMx+Ohrq4On89HOBxmYGCAefPm4fP5iEQi5ObmEovFCIfDhMNhfD4fXq+Xvr4+iouLhxLQaDQ69H6shDAWi417ffQ5n8+H3++fNFl+7LHHlFDKaU1Ju8gU+f1+li1bRlNTU6ZDkVNYPB4fSoyAoZndnp4eBgYG6OvrIxQK4ff7h6739PSQTCYZGBigq6sLn883YunA1q1bCQaDQ/0Eg8GjlhXE43FaW1uJRCJDSxDC4fC4yXRLS8vQrHAikaC/vz8j4zW4tGH47OLo5LCuro6SkpKhcfV6vZSXl9PV1TX0K/3xEsaenh7Ky8uH7h1MWAsLC4cSWo/Hw/PPPz+UUE5lVnP0OZ/PRzAYJBwOn/CYDP/7IyKnDiXtIjLtOjs7uf/++4dmX9Np8EGvYDCItZbm5mb8fj8FBQV0d3fT1NSE1+ulurqa/fv3U1dXh9frZcmSJRw4cIDu7m76+/spLCwEYPv27UO/0q6urmZgYIDa2lry8vIYGBigrKyM3t5eDh06RE5OztBDWN3d3SSTSfr6+rDW4vf78fl8Q7/Kb25uHjN+j8dzwg8/79u376jfEPl8vhGJKLg1mV6vl/z8fILBIJ2dnZSWlo6ZDJeVlQ0ltIPPeySTSfLz88f8Nf3gLHUkEhlKdAfvG3zgbKIlBIPvA4HA0P2DiW82aGlpYeHChZkOQ0ROYUraRSStrLVEo9Gh2eBEIsETTzwxtJRg3759vOlNb6KysnLonr6+Pvx+/9DsbVNTE/39/SSTSfbu3Ts0k9zS0kI8HicWi5Gfn8/BgweH1umeaKL74IMPTtqmtrZ26PVgUrx///6hcz09PcyePZt9+/YNPRxXUFBAIpGgsrKSxsZG5s+fj9/vH0p+vV4vBQUFtLe3EwqFhtau+nw+ioqKSCQSBAKBoaoMg7O9g8sbPB7P0DKIwUT3iSeeYN26dUOJ8mCyLCIiM4eSdpFjMLj+9dZbb+V973tfpsPJmP7+fhoaGmhrawMgFovR0NBAKBQimUzS3NxMY2Mjfr+f1tbWMfsIh8OsWLGCffv28aMf/Who/et4M84nYjC59fl8BAIBiouLSSaT9Pf3s2LFCrq6uvB4PMTjcZYtW0ZbWxs9PT2Ae5bBGFdVwRjD3LlzKS4uHlpO4vf7KSwszKpZ39FCoRChUCjTYYiIyAlQ0i5yDM455xwee+wxDh06lOlQ0sZay/79++ns7Bz6nnV1dTQ2NmKMoa+vb8L7Bx/u6+vro7CwkDVr1hCPx5k9ezZ5eXlDM72lpaUUFRWxcePGoQcGwf1gVFhYSEVFBQBnnHEG8XicaDSK3+9n/vz5xONxrLWUl5cTi8Xo6Ohgzpw5Q+vBB9d7H68FCxYcda6oqGjEe5/PR3l5+Ql9joiIyFQpaRc5BoWFhZx99tns3bs306GMa/DBRGBoecSePXsYGBgYWhs8WKauv7+fvr4+jDFs374dr9c75sz44G8YIpEIq1evJpFIUFVVxdy5cwmHwwQCAQKBwHGVq7v44otZvXo10WiUWbNmHdeM9WBCrWUfIiJyqlLSLnIcOjo62LVrF4sXL85oHNFolNraWrZv305tbS3t7e0ntJa7oqKCc845B2stK1eupKysjIKCgrQv/SguLk5r/yIiIjOdknaRY1RVVcWmTZt44oknpj1p7+vrY+PGjbS1tbFlyxZ6e3uPalNcXMzs2bOZN2/eiLJ/ixYtGto0paenB7/fT1lZ2dDSk3A4PLQVtYiIiGQXJe0ix+jcc89l27Zt1NbW0t/ff8I7GFpr2bx5M5s3bx6qdz24i97gA56xWIz+/v4Rm7vk5eWRk5PDWWedxcqVK5k9e/ZxzYgHg0FycnJO6DuIiIhIeilpFzkOgUCARCLBAw88wDvf+c7j6uPpp59m+/bt1NXVHXWtoaHhqHOVlZVEIhEWLVrE6tWrh7a9FhERkVOfknaR4/DOd76T7du3s2HDBhYsWMCZZ54JuFKIg3WzAdra2mhra8Pv91NVVUVrayv79+/n1Vdf5bXXXhvqLxwOc9NNN1FYWEgikRiqsT0wMEA0GiUvLy+rSwqKiIhIeilpFzkOkUiEa665ht/+9rfcddddPPnkk4RCoaHNdq677jruv/9+Ojo6xu2jsrKSuXPnsmDBAhYuXEggEABGVkAZrMoiIiIipzcl7SLHaeXKlTQ2NvLYY49x+PDhEdduv/12wG1Bf+GFF/Lkk08OXVuyZAnLli1jzZo10xqviIiIzFxK2kVOwKWXXsqll15KX18f27dvJxAIsGXLFnbt2kVNTQ1vfvObAbjsssvo7OzE5/PpoU8RERE5ZkraRU6CcDjMOeecA7gZ+NGMMRQUFEx3WCIiInKK8GQ6ABERERERmZiSdhERERGRLKekXUREREQkyylpFxERERHJckraRURERESynJJ2EREREZEsp6RdRERERCTLKWkXEREREclyStpFRERERLKcknYRERERkSynpF1EREREJMsZa22mY8gaxpgmoDbTcRyDUqA500Gc4jTG6acxTj+NcfppjNNPY5x+GuP0W2qtzTueG30nO5KZzFpblukYjoUx5kVrbU2m4ziVaYzTT2Ocfhrj9NMYp5/GOP00xulnjHnxeO/V8hgRERERkSynpF1EREREJMspaZ/Zbsl0AKcBjXH6aYzTT2Ocfhrj9NMYp5/GOP2Oe4z1IKqIiIiISJbTTLuIiIiISJZT0i4iIiIikuWUtIuIiIiIZDkl7SIiIiIiWU5Ju4iIiIhIllPSLiIiIiKS5ZS0i4iIiIhkOSXtIiIiIiJZTkm7iIiIiEiWU9IuIiIiIpLllLSLiIiIiGQ5Je0iIiIiIllOSbuIiIiISJZT0i4iIiIikuWUtIuIiIiIZDlfpgPIJqWlpXb+/PmZDmPKenp6yMnJyXQYpzSNcfppjNNPY5x+GuP00xinn8Y4/V566aVma23Z8dyrpH2Y+fPn8+KLL2Y6jClbv34969aty3QYpzSNcfppjNNPY5x+GuP00xinn8Y4/Ywxtcd7r5bHiIiIiIhkOSXtImOxFrZsIXfHDojFMh2NiIiInOa0PEZkLE8+CRdfTA1AczN88YuZjkhEREROY5ppFxlLR8fYr0VEREQyQEm7iIiIiEiWm/HLY4wxS4Hbh506A7gZKAQ+DjSlzv+ztfZP0xyeiIiIiMgJm/FJu7V2B3A2gDHGCxwAfgd8GPiutfbbGQxPREREROSEnWrLYy4DXrPWHncNTBERERGRbDPjZ9pHuR74zbD3nzLGfBB4Efh7a23b6BuMMTcCNwJUVFSwfv366YjzpOju7p5R8c4kJa+8wpmp13V1dezROKeN/h6nn8Y4/TTG6acxTj+NcXYz1tpMx3BSGGMCwEFgpbX2sDGmAmgGLPA1YJa19iMT9VFTU2O1I6oA8Mc/wjve4V7/wz/At76V2XhOYfp7nH4a4/TTGKefxjj9NMbpZ4x5yVpbczz3nkrLY94CbLDWHgaw1h621iastUngJ8B5GY1OREREROQ4nUpJ+w0MWxpjjJk17Nq7gVenPSIRERERkZPglFjTboyJAFcANw07/S1jzNm45TH7Rl0TEREREZkxTomk3VrbC5SMOveBDIUjIiIiInJSnUrLY0RERERETklK2kVEREREspySdhERERGRLKekXUREREQkyylpFxERERHJckraRURERESynJJ2EREREZEsp6RdRERERCTLKWkXEREREclyStpFRERERLKcknYRERERkSynpF1EREREJMtlZdJujPmKMebHmY5DRERERCQb+DIdwDguAc7IdBAiIiIiItkgK5N2a+26TMcgIiIiIpItpn15jDFmjzGmJPX6ZmNMZLpjEBERERGZSTKxpn0WMJiofwnIzUAMIiIiIiIzRiaWx2wEfm6MeRIwwOeMMd1jNbTWfnVaIxMRERERyUKZSNo/DPwr8C7AAu8A4mO0s4CSdhERERE57U170m6t3QFcA2CMSQKXWGsbT6RPY8w+oAtIAHFrbY0xphi4HZgP7AOutda2ncjniIiIiIhkQkYfRAW+Aoy5NOY4XGqtPdtaW5N6/wXgYWvtYuDh1HsRERERkRkn0w+i3kz6HkS9CvhF6vUvcMtxRERERERmHGOtnd4PNOZpoAd4Elc95tuMM9s+1QdRjTF7gTbcOvgfW2tvMca0W2sLh7Vps9YWjXHvjcCNABUVFWtvu+22Y/xGmdPd3U1urorvpEPJM89w5j//MwB1113Hnk98IsMRnbr09zj9NMbppzFOP41x+mmM0+/SSy99adiqkGNyqjyIepG19qAxphx40BizfarBWGtvAW4BqKmpsevWrZvqrRm3fv16ZlK8M0r3kZ8j586dy1yNc9ro73H6aYzTT2Ocfhrj9NMYZ7dT4kFUa+3B1J+NxpjfAecBh40xs6y1DcaYWcAJfYaIiIiISKZkYk37EGut5yRUjskxxuQNvgbeBLwK3AN8KNXsQ8AfTuRzREREREQyZdpn2o0xVwP/a62NpV6Py1p79xS6rAB+Z4wB931utdbeb4x5AbjDGPNRoI7U7L6IiIiIyEyTiTXtdwKVuOUqd07QzgLeyTqz1u4BzhrjfAtw2XHGKCIiIiKSNTKxpt0z1msRERERERmbkmYRERERkSyXieUxQ4wxlwDvAc7ALYfZA9xprX0ik3GJiIiIiGSTjM20G2P+E3gUeD9QApQBHwDWG2P+v0zFJSIiIiKSbTKStBtj3g58ErgJKLPWXmCtfR1Qmjr/SWPM2zIRm4iIiIhItsnUTPtHgO9Za39irU0OnrTWJq21PwZ+AHw0Q7GJiIiIiGSVTCXtNUxc7vGOVBsRERERkdNeppL2MmD/BNf3p9qIiIiIiJz2MpW0B4GBCa7HgMA0xSIiIiIiktUyWfLxE8aY7nGu5U1rJCIiIiIiWSxTSXsd8OEptBEREREROe1lJGm31s7PxOeKiIiIiMxEGdtcSUREREREpkZJu4iIiIhIllPSLvL/t3f30VHVdx7H318CCALqSgwgD6ICamRVEJAeawnVqthTXZ+q1lpZ7VrPWa217u7xobU9yz9Vq617aq12tVZPXarWVc/WXXSRqLXiI4qC8qD4wJNAgGCMGJJ894/fnc0kTJI7IXfuzOTzOueeuQ+/e+c739zM/eY3v7kRERERKXIq2kVEREREipyKdhERERGRIpfmfdrbMbMjgRqgAviLu7+ebkQiIiIiIsWhKHrazex7wCJgFvBVoNbM/iXmvmPNbJGZvWNmy8zsqmj9T81snZm9EU2nJfcKRERERESSk0pPu5kd4O6bs1Z9HzjK3TdG208A/gTcHONwzcA17v66mQ0DXjOzp6Ntv3D3n/dm7CIiIiIihZZWT/vLZjY3a7kROCJruRrYEedA7r4hM5TG3T8F3gFG91KcIiIiIiKpM3cv/JOajQZ+BewDXAZUAQ8DAwi9/83ARe7+VJ7HHQ88B0wGfgjMJRT/rxJ647fl2OeyKAZGjBhx7Pz583vyklLR0NDA0KFD0w6jLA1/8UX+9vrrAfjovPN4//LLU46ofOk8Tp5ynDzlOHnKcfKU4+TNnj37NXef1pN9Uxke4+7rgDPN7GzgKeBuYBJwKKH3f4W778znmGY2lDCk5gfuvsPM7gTmAR493gpckiOWu6PnZ9q0aV5TU9PTl1VwtbW1lFK8JaWh4f9nx40bxzjlOTE6j5OnHCdPOU6ecpw85bi4pfpFVHf/EzAFOBh4ARjk7m/2oGAfQCjY/+Duj0bH/sTdW9y9FfgtMKN3oxcRERERKYzUbvkY3c3lCOBNd7/czL4M3GtmC4Eb3P2zmMcx4B7gHXe/LWv9KHffEC2eCbzdu69ARERERKQwUulpN7Nbgd8B04G7zOzH7v4XYCpQDyzJ4xaNxwMXAV/tcHvHm83sLTNbCswGru79VyIiIiIikry0etovBk5x99fMbH9gMTDP3XcBPzGzPwJ3AU92d6Co2LcthhOaAAAPE0lEQVQcm7rdV0RERESkFKQ1pr2RMI4dYCzQbgy7uy939xMKHpWIiIiISBFKq2i/DrjfzNYDzwI/TikOEREREZGil9YtH/9gZv8DHAKscvftacQhIiIiIlIKUrvlo7vXufsrKtil6N1yC2zY0H07ERERkYSkep92kZLx6KNpRyAiIiJ9mIp2kS68edNNYaa1Nd1ARES6s3UrfPFF7m1NTbBpU5h3h5UrYc0aaGmBnTth9WrYvLlwsYpI3lL750oiIrIHduyA5uZQgLW2dvk4aMMGeP/93bdv2QJmYT57ymzPTJ9+Gqb+/Xdvm5mg821x2zc3wyefwPDh7WPINd9xXWtrKDxHjer8deRa19nyRx/BvvtCRUXueDssH71tG+y3X9evMddr7q7Ne++F19TaGvLT0tI2bdzY/Xkyfnxo+/HH+Z1fI0fCwIHQr9/uU0VFeDSDtWth0qTdY+/qdXX3mjtpW7NyJRx4YNtzZ2Tme+ux0MeC8PvV3AzDhrX9nJubw7RmDVRWwoABuX8enU1m4RwZMybs2zGebNG6KfX14bzP1a6L/VJpk/bz96TNtm2775MHFe0ikqpB69bBAw/A2LFw9NGw117hQrNpExx2WCgQdu6EFStg0CDYe2/48MOwfvr0MHSpvh6mTYNly8L2IUNCr+HWraGH8dBD4fXXwwW/uTlcID//HIYODRfJVatCQVpXF5Y3bw4Fyz77hIvfhg3hwjlhQjjm1KmweHFbUdPYGLYtXQpVVbsXlq+8AuPGweDBYZ+BA0Mxtn17iLVfv86L01zzeZqZwM8tVWZtU3YB19QUHisr29bnahtnGcL5dPjh7ddlt89atkyB1UWbnMvdtRkzBtavD4VxRUX7qbU1/OG1bRuMHg1vvx3O8X33hWeegZNPDu369w/HWro05GjIkLbCe8uW8Pt15pnh3F60KPxejB0LI0a0/UGUmVpa2uY/+ACOOioUhHFea/ZyD9puGjWKqooKOOigtnMhu7Dvjcc0jtXU1PY+lfl5ZaaKCpg1C9atC3+Adfx5dDV98gkcckj4eXeMJ1vWutbPPw/vsx3bdbNfl21y5aMnx+mN/dJs09AQrjF7QEW7SE9s2RKKwHfeCW+qxx0XesP23z8UZtu2tfXS7YmOPYu5elK7W1dXFy7KVVWh2N26NRS5FRXhglhbG2LetAkOOCC8Yffv3/b8mcc4891tf/ddeOut0It3441w223MfPHFPctRIa1YER6XLAl/XNTXh9xVVobCKtOLMnp0+yKwpgY++ywU7k1NodiZOjWcL9u3h8Iwu2CMM19XBxMntq3r4vHdFSs4vLp69+2ffx7Oi4EDOy9ks6fKys63dVaQ5tu+X7/O4+nYw1pE3qitpaamJu0wytry2lqqlONEvanzOHl78B6mol0kjsxYT3e47jrIjHXvzimnwOTJ8PTToRh++WU48UR44QU47bTQS3zCCaF37MgjQ09ZXV34pd61C559NrnX1JVMDw903UOWa76r7S0toUjdvBnOPbft+W64IfTqtbSEwn7vvUNxO2FC++EATU3hD5Dqali+PBR3AwaE5Uxv1RFHhJ5tgK99LRyvri4UxtXVIaf9+oW879oVerwHDw75b2wMY32rqkLh7R7ibW0NBWuJ2lhby+G6EIuIlDQV7SJd8EyP87x5MGVKGBeaKdjnzYOTTgoF6I4dsGBBGOaRbcGCMGVbuDA8Zu5I8/zzuz/xzJmhIK2pCR9tzpyZuyc1zrrm5lCYVleHY48fH3qJR44MRWm/fuEj1IaGUJwOGdLW056Uxx+HW2+FCRN47txz+cqcOb17/OnT2+YnTmy/7RvfaL88fHjb/NChoQc8wyz0houIiKRMRbtIF1qGDIHbb4erroKzzoJvfStsWLIEjjmmfeMLL4T772+/7tNPQy/vkCFh6EnGZ5+Fgnn9+lAwu+ceU1tIw4YV7rnOOCNMQGttbeGeV0REpESpaBfpzpVXhiEWd94JDz4Y1nUs2DszbFjuYjjzxaBJk3onRhERESlruk+7SHfM4Otfb1v+2c/Si0VERET6JPW0i3TU2AiXXNJ+3ZQpMGdOuCPMNdekE5eIiIj0WSraRTpauTJ8uXTAABpHjw7rDjwQnnwy3bhERESkz9LwGJHOPPQQLUOHph2FiIiIiIp2EREREZFiV9ZFu5mdamYrzGy1mV2bdjwiIiIiIj1RtkW7mVUAdwBzgGrgAjOrTjcqEREREZH8lfMXUWcAq939fQAzmw+cASzvdI+tW2H+/MJE1wuqli+HjRvTDqP8fPBB2hGIiIiItGPunnYMiTCzc4BT3f270fJFwHHufkWHdpcBlwEcC8e+WvBIpVgtuf121h1yCEP1ZdRENTQ0KMcJU46TpxwnTzlOnnKcvNmzZ7/m7tN6sm8597Tn+j/wu/2F4u53A3cDTJs82XnkkaTj6jUvv/wyM2bMSDuM8jR4MFMOOoj62lpqamrSjqas1SrHiVOOk6ccJ085Tp5yXNzKuWhfC4zNWh4DrO9yj0GD4PDDk4ypVzVu3FhS8YqIiIhIz5TtF1GBV4CJZnawmQ0EzgeeSDkmEREREZG8lW1Pu7s3m9kVwAKgArjX3ZelHJaIiIiISN7K9ouoPWFmm4EP044jD5XAlrSDKHPKcfKU4+Qpx8lTjpOnHCdPOU7eYe4+rCc7lm1Pe0+4+wFpx5APM3u1p99AlniU4+Qpx8lTjpOnHCdPOU6ecpw8M+vxjQrLeUy7iIiIiEhZUNEuIiIiIlLkVLSXtrvTDqAPUI6TpxwnTzlOnnKcPOU4ecpx8nqcY30RVURERESkyKmnXURERESkyKloFxEREREpciraS4iZ7W9mT5vZqujxb3K0OcbMXjSzZWa21MzOSyPWUmNmp5rZCjNbbWbX5ti+l5n9Mdr+kpmNL3yUpS1Gjn9oZsuj83ahmR2URpylrLscZ7U7x8zczHRrtzzFybGZfTM6l5eZ2YOFjrHUxXivGGdmi8xsSfR+cVoacZYyM7vXzDaZ2dudbDcz+7foZ7DUzKYWOsZSFyPHF0a5XWpmfzWzo7s7por20nItsNDdJwILo+WOGoHvuPuRwKnAL81svwLGWHLMrAK4A5gDVAMXmFl1h2aXAtvcfQLwC+CmwkZZ2mLmeAkwzd2PAh4Bbi5slKUtZo4xs2HA94GXChth6YuTYzObCFwHHB+9D/+g4IGWsJjn8Y+Ah9x9CnA+8OvCRlkW7iPUCJ2ZA0yMpsuAOwsQU7m5j65zvAaYFV3z5hHjC6oq2kvLGcDvo/nfA3/XsYG7r3T3VdH8emATUFL/NCoFM4DV7v6+uzcB8wm5zpad+0eAE83MChhjqes2x+6+yN0bo8XFwJgCx1jq4pzHEC4ONwM7CxlcmYiT438A7nD3bQDuvqnAMZa6ODl2YJ9ofl9gfQHjKwvu/hywtYsmZwD3e7AY2M/MRhUmuvLQXY7d/a+Z9wliXvNUtJeWEe6+ASB6rOqqsZnNAAYC7xUgtlI2Gvg4a3lttC5nG3dvBuqB4QWJrjzEyXG2S4H/TjSi8tNtjs1sCjDW3f+rkIGVkTjn8SRgkpm9YGaLzayrnjbZXZwc/xT4tpmtBZ4ErixMaH1Kvu/ZsmdiXfP6FyAQyYOZ/S8wMsemG/I8zijgAeBid2/tjdjKWK4e8473Qo3TRjoXO39m9m1gGjAr0YjKT5c5NrN+hKFdcwsVUBmKcx73JwwpqCH0nD1vZpPdfXvCsZWLODm+ALjP3W81sy8BD0Q51rWu9+iaVyBmNptQtH+5u7Yq2ouMu5/U2TYz+8TMRrn7hqgoz/mxq5ntA/wZ+FH0sZZ0bS0wNmt5DLt/3Jpps9bM+hM+ku3qo0VpL06OMbOTCH+gznL3LwoUW7noLsfDgMlAbTSyayTwhJmd7u6vFizK0hb3vWKxu+8C1pjZCkIR/0phQix5cXJ8KdFYYXd/0cwGAZV0ck2UHon1ni17xsyOAv4dmOPudd211/CY0vIEcHE0fzHweMcGZjYQ+E/CWLSHCxhbKXsFmGhmB0f5O5+Q62zZuT8HeMb1n8ny0W2Oo6EbdwGnaxxwj3SZY3evd/dKdx/v7uMJYyhVsOcnznvFY8BsADOrJAyXeb+gUZa2ODn+CDgRwMyOAAYBmwsaZfl7AvhOdBeZmUB9Zniu9A4zGwc8Clzk7ivj7KOe9tLyM+AhM7uU8KZ1LkB027bL3f27wDeBrwDDzWxutN9cd38jhXhLgrs3m9kVwAKgArjX3ZeZ2b8Cr7r7E8A9hI9gVxN62M9PL+LSEzPHtwBDgYejnuCP3P301IIuMTFzLHsgZo4XACeb2XKgBfjnOD1oEsTM8TXAb83sasKQjbnqRMmPmf0HYQhXZfTdgJ8AAwDc/TeE7wqcBqwm3JXu79OJtHTFyPGNhO/G/Tq65jW7e5e34TWd5yIiIiIixU3DY0REREREipyKdhERERGRIqeiXURERESkyKloFxEREREpciraRURERESKnIp2ERGJzcxqzcyjaWbMfe7L2uecpGMUESlHKtpFRCRTjP8qZvPfAaOA12K2vypqLyIiPaR/riQiIvlqdPeNcRu7ez1QH/0DERER6QH1tIuI9HFmdh8wC/jHrGEs4/M8xo1m9qGZfWFmG83s/gRCFRHps9TTLiIiVwGTgHeB66N1m+PubGZnA/8EXAC8BVQBsca7i4hIPCraRUT6OHevN7Mm8hz2kuUgYAPwlLvvAj4CXu3NGEVE+joNjxERkT31MDAIWGNm95jZuWa2V9pBiYiUExXtIiKyR9z9Y+Aw4HvADuBW4DUzG5JqYCIiZURFu4iIADQBFT3d2d13uvuf3f1qYDpwJHB8bwUnItLXaUy7iIgAfADMiO4a0wBsdffWODua2VzC9eSlaN/zgF3AqgTiFBHpk9TTLiIiAD8n9LYvJ9w5Zlwe+24HLgWeB94GzgbOcvc1vR2kiEhfpZ52ERHB3VcCX+rhvo8Bj/VuRCIikk097SIikq/LzKzBzKbHaWxmvzGzhqSDEhEpZ+buaccgIiIlwsxGA4OjxY/d/YsY+1QB+0SLG9z9s6TiExEpVyraRURERESKnIbHiIiIiIgUORXtIiIiIiJFTkW7iIiIiEiRU9EuIiIiIlLkVLSLiIiIiBS5/wMM0YQ3u1bKVQAAAABJRU5ErkJggg==\n", "text/plain": [ - "
" + "" ] }, "metadata": {}, @@ -351,13 +362,6 @@ " drawComparison((ussrTime, ussrSignal[nu]), (astrTime, astrSignal), flavor)\n" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": null, @@ -382,7 +386,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.5" + "version": "3.6.4" } }, "nbformat": 4, diff --git a/docs/nb/cross_sections.ipynb b/docs/nb/cross_sections.ipynb index cf998c4..5e83574 100644 --- a/docs/nb/cross_sections.ipynb +++ b/docs/nb/cross_sections.ipynb @@ -17,8 +17,8 @@ "source": [ "%matplotlib inline\n", "\n", - "from ussr import interactions\n", - "from ussr.neutrino import Flavor\n", + "from asteria import interactions\n", + "from asteria.neutrino import Flavor\n", "\n", "import astropy.units as u\n", "\n", @@ -69,24 +69,11 @@ "execution_count": 3, "metadata": {}, "outputs": [ - { - "ename": "TypeError", - "evalue": "argument of type 'Flavor' is not iterable", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 7\u001b[0m \u001b[0mline\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcycle\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlines\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mflavor\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mflavors\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0mxs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0minteraction\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcross_section\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mflavor\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0me_nu\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 10\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mxs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0many\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0mlabel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'{}: {}'\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minteraction\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflavor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_tex\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/Analysis/lib/python3.6/site-packages/ussr-0.1.0.dev71-py3.6.egg/ussr/interactions.py\u001b[0m in \u001b[0;36mcross_section\u001b[0;34m(self, flavor, e_nu)\u001b[0m\n\u001b[1;32m 292\u001b[0m \u001b[0mepsilons\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0.5\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msinw2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 293\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 294\u001b[0;31m \u001b[0;32mif\u001b[0m \u001b[0mflavor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_neutrino\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 295\u001b[0m \u001b[0mepsilon_p\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mepsilon_m\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mepsilons\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 296\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/Analysis/lib/python3.6/site-packages/ussr-0.1.0.dev71-py3.6.egg/ussr/neutrino.py\u001b[0m in \u001b[0;36mis_neutrino\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 47\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0mproperty\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 48\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mis_neutrino\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 49\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m \u001b[0;32min\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mFlavor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnu_e\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 50\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 51\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0mproperty\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mTypeError\u001b[0m: argument of type 'Flavor' is not iterable" - ] - }, { "data": { - "image/png": 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\n", + "image/png": 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" + "" ] }, "metadata": {}, @@ -148,7 +135,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.5" + "version": "3.6.4" } }, "nbformat": 4, diff --git a/docs/nb/detector.ipynb b/docs/nb/detector.ipynb index ad43331..fa08dc1 100644 --- a/docs/nb/detector.ipynb +++ b/docs/nb/detector.ipynb @@ -8,7 +8,7 @@ "source": [ "%matplotlib notebook\n", "\n", - "from ussr import config, detector\n", + "from asteria import config, detector\n", "\n", "import astropy.units as u\n", "\n", @@ -29,8 +29,8 @@ "This will load the source configuration from a file.\n", "\n", "For this to work, either the user needs to have done one of two things:\n", - "1. Run `python setup.py install` in the USSR directory.\n", - "2. Run `python setup.py develop` and set the environment variable `USSR` to point to the git source checkout.\n", + "1. Run `python setup.py install` in the ASTERIA directory.\n", + "2. Run `python setup.py develop` and set the environment variable `ASTERIA` to point to the git source checkout.\n", "\n", "If these were not done, the initialization will fail because the paths will not be correctly resolved." ] @@ -53,59 +53,59 @@ { "data": { "text/html": [ - "<Table length=5160>\n", - "\n", + "Table length=5160\n", + "
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" this.ws.close();\n", + " fig.ws.close();\n", " }\n", "\n", " this.ws.onmessage = this._make_on_message_function(this);\n", @@ -682,7 +682,7 @@ "};\n", "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n", "\n", - "mpl.extensions = [\"eps\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\n", + "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", "\n", "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", " // Create a \"websocket\"-like object which calls the given IPython comm\n", @@ -852,9 +852,12 @@ " // Check for shift+enter\n", " if (event.shiftKey && event.which == 13) {\n", " this.canvas_div.blur();\n", - " // select the cell after this one\n", - " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", - " IPython.notebook.select(index + 1);\n", + " event.shiftKey = false;\n", + " // Send a \"J\" for go to next cell\n", + " event.which = 74;\n", + " event.keyCode = 74;\n", + " manager.command_mode();\n", + " manager.handle_keydown(event);\n", " }\n", "}\n", "\n", @@ -943,9 +946,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:icecube]", + "display_name": "Python 3", "language": "python", - "name": "conda-env-icecube-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -957,7 +960,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.5" + "version": "3.6.4" } }, "nbformat": 4, diff --git a/docs/nb/inverse_beta_decay.ipynb b/docs/nb/inverse_beta_decay.ipynb index 56cc912..ecf6a80 100644 --- a/docs/nb/inverse_beta_decay.ipynb +++ b/docs/nb/inverse_beta_decay.ipynb @@ -6,7 +6,7 @@ "source": [ "# Models of Inverse Beta Decay\n", "\n", - "The interactions module in USSR contains two implementations of inverse beta decay:\n", + "The interactions module in ASTERIA contains two implementations of inverse beta decay:\n", "\n", "1. A simple parametric model.\n", "2. A tabular model based on a full calculation of the interaction.\n", @@ -16,14 +16,14 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "\n", - "from ussr.interactions import InvBetaPar, InvBetaTab\n", - "from ussr.neutrino import Flavor\n", + "from asteria.interactions import InvBetaPar, InvBetaTab\n", + "from asteria.neutrino import Flavor\n", "\n", "import astropy.units as u\n", "\n", @@ -45,14 +45,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" + "" ] }, "metadata": {}, @@ -110,9 +110,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:icecube]", + "display_name": "Python 3", "language": "python", - "name": "conda-env-icecube-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -124,7 +124,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.5" + "version": "3.6.4" } }, "nbformat": 4, diff --git a/docs/nb/luminosity.ipynb b/docs/nb/luminosity.ipynb index 8bac76f..5f1d318 100644 --- a/docs/nb/luminosity.ipynb +++ b/docs/nb/luminosity.ipynb @@ -11,14 +11,14 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "\n", - "from ussr import config, source\n", - "from ussr.neutrino import Flavor\n", + "from asteria import config, source\n", + "from asteria.neutrino import Flavor\n", "\n", "import astropy.units as u\n", "\n", @@ -38,15 +38,15 @@ "This will load the source configuration from a file.\n", "\n", "For this to work, either the user needs to have done one of two things:\n", - "1. Run `python setup.py install` in the USSR directory.\n", - "2. Run `python setup.py develop` and set the environment variable `USSR` to point to the git source checkout.\n", + "1. Run `python setup.py install` in the ASTERIA directory.\n", + "2. Run `python setup.py develop` and set the environment variable `ASTERIA` to point to the git source checkout.\n", "\n", "If these were not done, the initialization will fail because the paths will not be correctly resolved." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -56,14 +56,14 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" + "" ] }, "metadata": {}, @@ -95,9 +95,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:icecube]", + "display_name": "Python 3", "language": "python", - "name": "conda-env-icecube-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -109,7 +109,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.5" + "version": "3.6.4" } }, "nbformat": 4,