From d710b4561e535d147d62142a05a31171152fde9c Mon Sep 17 00:00:00 2001 From: Your Name Date: Sat, 19 Oct 2024 12:48:06 +0100 Subject: [PATCH 01/16] import csv module --- uuv_mission/dynamic.py | 1 + 1 file changed, 1 insertion(+) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index c7c7ad53..2302ea97 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -76,6 +76,7 @@ def random_mission(cls, duration: int, scale: float): @classmethod def from_csv(cls, file_name: str): # You are required to implement this method + import csv pass From c35fecb5ccb7ff6d87cd92a94097024318c43f1d Mon Sep 17 00:00:00 2001 From: Your Name Date: Sat, 19 Oct 2024 12:57:17 +0100 Subject: [PATCH 02/16] change csv import location --- uuv_mission/dynamic.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index 2302ea97..fa851430 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -3,6 +3,7 @@ import numpy as np import matplotlib.pyplot as plt from .terrain import generate_reference_and_limits +import csv class Submarine: def __init__(self): @@ -76,7 +77,6 @@ def random_mission(cls, duration: int, scale: float): @classmethod def from_csv(cls, file_name: str): # You are required to implement this method - import csv pass From 79374b19e8291540074ff1d3b7516302c7669548 Mon Sep 17 00:00:00 2001 From: Your Name Date: Sat, 19 Oct 2024 12:58:33 +0100 Subject: [PATCH 03/16] initialize empty list to hold depth profile --- uuv_mission/dynamic.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index fa851430..a09dc75b 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -77,6 +77,9 @@ def random_mission(cls, duration: int, scale: float): @classmethod def from_csv(cls, file_name: str): # You are required to implement this method + reference = [] + cave_height = [] + cave_depth = [] pass From 1b6479827f944e4e8dc389bc96745a6fa5f5d3ad Mon Sep 17 00:00:00 2001 From: Your Name Date: Sat, 19 Oct 2024 13:40:13 +0100 Subject: [PATCH 04/16] add comments --- uuv_mission/dynamic.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index a09dc75b..3e2b8ad2 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -77,7 +77,8 @@ def random_mission(cls, duration: int, scale: float): @classmethod def from_csv(cls, file_name: str): # You are required to implement this method - reference = [] + #generate empty lists to hold the data read from the CSV file + reference = [] cave_height = [] cave_depth = [] pass From 1885f9bef07dfacc42c5e87305d62b37611f5902 Mon Sep 17 00:00:00 2001 From: Your Name Date: Sat, 19 Oct 2024 13:41:58 +0100 Subject: [PATCH 05/16] open and read file --- uuv_mission/dynamic.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index 3e2b8ad2..f2e8da17 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -81,6 +81,8 @@ def from_csv(cls, file_name: str): reference = [] cave_height = [] cave_depth = [] + with open(file_name, 'r') as file: # open csv file in read mode + reader = csv.reader(file) #initialise CSV reader to read the file pass From e058b244d657025a7460a48ce40d60a0a84cd493 Mon Sep 17 00:00:00 2001 From: Your Name Date: Sat, 19 Oct 2024 13:46:55 +0100 Subject: [PATCH 06/16] enter data from CSV to class instance --- uuv_mission/dynamic.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index f2e8da17..469b8b8e 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -83,6 +83,11 @@ def from_csv(cls, file_name: str): cave_depth = [] with open(file_name, 'r') as file: # open csv file in read mode reader = csv.reader(file) #initialise CSV reader to read the file + for row in reader: + reference.append(float(row[0])) #add the data in the first coloumn of reach row to reference list + cave_height.append(float(row[1])) #add the data in the second coloumn of reach row to cave height list + cave_depth.append(float(row[2])) #add the data in the third coloumn of reach row to cave depth list + pass From 0cd70e819c8b087e381a7144e7ff30a2b841b239 Mon Sep 17 00:00:00 2001 From: Your Name Date: Sat, 19 Oct 2024 13:47:56 +0100 Subject: [PATCH 07/16] skip header --- uuv_mission/dynamic.py | 1 + 1 file changed, 1 insertion(+) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index 469b8b8e..eef9c3f3 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -83,6 +83,7 @@ def from_csv(cls, file_name: str): cave_depth = [] with open(file_name, 'r') as file: # open csv file in read mode reader = csv.reader(file) #initialise CSV reader to read the file + next(reader) #skip the first row in CSV (as it contains coloum headers) for row in reader: reference.append(float(row[0])) #add the data in the first coloumn of reach row to reference list cave_height.append(float(row[1])) #add the data in the second coloumn of reach row to cave height list From 98e532e6bf2b24bea43705f7274089d890ff4ef5 Mon Sep 17 00:00:00 2001 From: Navik Date: Sat, 19 Oct 2024 13:54:38 +0100 Subject: [PATCH 08/16] generate new instance --- uuv_mission/dynamic.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index eef9c3f3..cf7d98a8 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -88,7 +88,7 @@ def from_csv(cls, file_name: str): reference.append(float(row[0])) #add the data in the first coloumn of reach row to reference list cave_height.append(float(row[1])) #add the data in the second coloumn of reach row to cave height list cave_depth.append(float(row[2])) #add the data in the third coloumn of reach row to cave depth list - + return cls(np.array(reference), np.array(cave_height), np.array(cave_depth)) #generate new mission instance using data read from CSV pass From 2814c8a52c7017f197b34b8f2802824f01fc988a Mon Sep 17 00:00:00 2001 From: Navik Date: Sat, 19 Oct 2024 20:55:22 +0100 Subject: [PATCH 09/16] chnaged from relative to absolute import --- uuv_mission/dynamic.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index cf7d98a8..d60f1630 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -2,7 +2,7 @@ from dataclasses import dataclass import numpy as np import matplotlib.pyplot as plt -from .terrain import generate_reference_and_limits +from terrain import generate_reference_and_limits import csv class Submarine: From c9f641b5bf11fa3f2f3fd11f3ee92b84b7693094 Mon Sep 17 00:00:00 2001 From: Navik Date: Sat, 19 Oct 2024 22:19:23 +0100 Subject: [PATCH 10/16] implemented control --- uuv_mission/control.py | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 uuv_mission/control.py diff --git a/uuv_mission/control.py b/uuv_mission/control.py new file mode 100644 index 00000000..c56ae830 --- /dev/null +++ b/uuv_mission/control.py @@ -0,0 +1,11 @@ +class Controller: + def __init__(self, Kp, Kd): #initialise PD controller with gains and error + self.Kp = Kp + self.Kd = Kd + self.previous_error = 0 + + def compute(self, error): #calculate control action based on current error + derivative_error = error - self.previous_error + control_action = self.Kp * error + self.Kd * derivative_error + self.previous_error = error + return control_action From 9538a83f1bcb59ef0bea74ee66af65ac4f3cc86b Mon Sep 17 00:00:00 2001 From: Navik Date: Sat, 19 Oct 2024 23:07:02 +0100 Subject: [PATCH 11/16] call controller --- uuv_mission/dynamic.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index d60f1630..ff695214 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -4,6 +4,7 @@ import matplotlib.pyplot as plt from terrain import generate_reference_and_limits import csv +from control import controller class Submarine: def __init__(self): @@ -111,7 +112,10 @@ def simulate(self, mission: Mission, disturbances: np.ndarray) -> Trajectory: positions[t] = self.plant.get_position() observation_t = self.plant.get_depth() # Call your controller here + error = mission.reference[t] - observation_t + action = self.controller.compute(error) self.plant.transition(actions[t], disturbances[t]) + action[t]=action return Trajectory(positions) From 03c538861d9e238da0bf84c6c2f9f920bf8d1f9b Mon Sep 17 00:00:00 2001 From: Navik Date: Sat, 19 Oct 2024 23:07:42 +0100 Subject: [PATCH 12/16] Adjust controller class name --- uuv_mission/control.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/uuv_mission/control.py b/uuv_mission/control.py index c56ae830..f3207ee5 100644 --- a/uuv_mission/control.py +++ b/uuv_mission/control.py @@ -1,4 +1,4 @@ -class Controller: +class controller: def __init__(self, Kp, Kd): #initialise PD controller with gains and error self.Kp = Kp self.Kd = Kd From 58088cb8175255e5dabe0b62fb7043dc81693bfd Mon Sep 17 00:00:00 2001 From: Navik Date: Sun, 20 Oct 2024 01:18:38 +0100 Subject: [PATCH 13/16] added code to get trajectory in jupyter --- uuv_mission/demo.ipynb | 93 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 93 insertions(+) create mode 100644 uuv_mission/demo.ipynb diff --git a/uuv_mission/demo.ipynb b/uuv_mission/demo.ipynb new file mode 100644 index 00000000..0c9f30ab --- /dev/null +++ b/uuv_mission/demo.ipynb @@ -0,0 +1,93 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Add relevant Jupyter notebook extensions " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\python311.zip', 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs', 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib', 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0', 'c:\\\\Users\\\\navik\\\\Documents\\\\Year_3\\\\B1\\\\.venvs\\\\mission_venv', '', 'c:\\\\Users\\\\navik\\\\Documents\\\\Year_3\\\\B1\\\\.venvs\\\\mission_venv\\\\Lib\\\\site-packages', 'c:\\\\Users\\\\navik\\\\Documents\\\\Year_3\\\\B1\\\\.venvs\\\\mission_venv\\\\Lib\\\\site-packages\\\\win32', 'c:\\\\Users\\\\navik\\\\Documents\\\\Year_3\\\\B1\\\\.venvs\\\\mission_venv\\\\Lib\\\\site-packages\\\\win32\\\\lib', 'c:\\\\Users\\\\navik\\\\Documents\\\\Year_3\\\\B1\\\\.venvs\\\\mission_venv\\\\Lib\\\\site-packages\\\\Pythonwin']\n" + ] + } + ], + "source": [ + "# You can double-check your Python path like this...\n", + "import sys \n", + "print(sys.path)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Simulate closed-loop\n", + "After implementing your control functionality, you can simulate the closed-loop with code that looks something like this..." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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jurx0dnXxhS/fhOjy8oc/PgPAlq1bueyKj1JcXsWkqTP43OdvoKOjs3fO8y+6mFu/egdfu+tuqidN5cMfuWLE591+x518/Rv3UVk7mcnTZvLg9x7q83l8Ph83feVWJk2dgbe4jONPXMJ/X/lf7/53332X008/HVEUqamp4Stf+QrhcVy/kaA7Kjo6WSQUkHs1URweVzKh1j942FgKyWApxGg09N1hcuqibyNAUWI0N2uEracTsCylOXIau1uPZedOA90doWybp3MEQnnVoD+Wq6/pc6xt6oxBj7Ve8dG+x85b0O+YVLBl61ZWrXofiyUZ3Xj4R4/wzJ+e46c/fpS176/k5hu/zOeuv4F33n2X6upq6nbvwO128/APHqJu9w4+euUV+Hw+Lrr4Uo5dsIDly97kxRf+SltbO5/6zGf7zPXMs3/CarHyxquv8NMfPzqK857D4bDz9huv893v3M/3vv9DXn/jkGN12RVXsWLlKn77m1+x7oNVfOf+b2EyJTuz79mzhwsvvJArr7ySjRs38uc//5l3332Xm266KSXXbzD0pR8dnSwiByOoFGAVbBhNZqKqSMgvU1DkGPD4cDCOSSjsv0MXfRsRLfu7CceKmXrCHCw2C5Bcftv9zgHksH79dEbPf19+heLyKuLxOJFIBKPRyCM/+iGRSIQf/t8j/Puf/+Dkk04EYMqUyby3YiW/+e3TnH7aaZSXlWEwgMftprysDIDHfvozjj12AQ98+77eOX7x858xY/Y8du3azYwZ0wGYPm0q33vwgd5jvv/Dh0d03vx587j3nruTY0yfxhO/+jVvvrWMc885mzfefIvVa9awfvX7vcdPmTIZNRoB4KGHHuLqq6/m1ltvBWDGjBn85Cc/4cwzz+SJJ55AENLTGFV3VHR0sogUUsCadDzMFhNYCgkH9w96fDgMNnd/J8Zkc6DI+tLFcDQfCGBwzu91UgBMJiOY3ShSYxYt0xkIpWWI38nBt/weInt3DX6sse/iQWTLxvGY1Yczzzidnzz6CGEpzE9/9nPMZjOXX3YZW7dtQ5IkLrns8j7HR6NRjj12waDjbdy0mWVvv0PxAFGevXV1vQ7EwuOOG9N5x8yf12dfRVkZ7e3tAGzYuImqqsreY49kw4YNbNy4kWeeeaZ3WyKRQNM06urqmDNnzqCfazzojoqOThYJh1TMgvfQBlsxUnDgG24kEkeJmhEc/R0Vi6CLvg1HwCfh8wsUTavuv9PsRQ7vzbxROkMzwHc948cOg91uZ9q0qQD88onHOXHJaTz9u98zd+5cAF7465+prKjsc47VNnjiazgc5kMXXch3H+ifjFteXnZoXod9TOeZLUc89g0GNC35kiOKQ0dEQqEQX/jCF/jKV77Sb19tbe2Q544H3VHR0ckiYQlsBYdumqLTRWiQvLSQ/2A+i8vZb5/FZiPiT5eVE4Om+i5krZzqsuJ++8yis19upo7OaDEajdzxtdu5+5572bhuNTabjYaGA5x+2mkjHuO4Y4/lHy/+k0mTajGbR/6IHut5h3PM/Hk0Njb1WSo6nEWLFrF161amTx844pIu9GTaNLB9wwGCI1AY1Tm6keUo0agFwXnIURGcTmTZRCTSX7wtHIwkS5Nd/d8GraJATDUPeJ5OUiivtVlBKJqeXOo5AptoR5JG1hRSR2corrz8IxhNJn7z26e59Ss3c+fdX+ePzzzL3r11rFu/np//4pf88ZlnBz3/CzdcT3d3N9dcex2r16xl7946Xn3tdW744pdR1cErAsd63uGcftppnHbqKXzyU9fw+htvsm/fPl7536u8+vobANx1112899573HTTTaxfv55du3bx4osvpj2ZVndUUkwwoLB/X4SG3a3ZNkUnxwn7I8QSfSMkdpezN6H2SKSQAuaCAR+0VpuAmrAg66JvA9LREiAguSiqqhxwv1UUiUZNRKO6o6czPsxmM1+84fM8+uPHuOOrt3H3XXfw8I8e5bgTTuSyyz/Ky6/8j8mTJg16fmVFBW+8+gqqqvLhj1zOCSefwh133YPH68FoHPyRPdbzjuRPf/wDxy9ayGeuvY6Fi0/m3m9+q9fRWbBgAcuWLWPnzp2cfvrpLFy4kPvuu4/KyoH/rlKFIZFI5PVrRCAQwOPx4Pf7cbvdKR27Zec6Gja8R2H1tBGf07C3g9VrzHjtnZx+wRTMZt0XHAgtkcBoMAx/4ASmfnc7a9cLTD/9yl7nI1mB8jcWHacwaXpJn+Pff2sXjfKpzFq8qN9YiqRw4IO/ctLJFsqqPP32H+1sfH8fu5tmMvu0cwbcH+j007nlb5x6thdvgX3AY3TSg4oJRSxiUk0NtiFyN3SyhxqNYLU7sQij/9tQFIW6ujqmTJnSrypopM9v/SmaYgJdYeKGIoKKl7YmX7bNyTm0RILdW5tZ9u9t+LqlbJuTVeSQApa+ERKTyQjWIsKBvhGVrvYQ7d12igZRr7QKNlTNqmupDEA0GqetVcNVNmXQY0SnnbgmIAUjGbRMR0dnJOiOSorxdcexF1WjWifT0uDLtjk5hSxHWffuXrZsteKTa/C1Dy6wpaoaH7y1ne7O9CoeZhMpFAVrUb/tJqGIcLCvw9Gwu52IYTKF5aUDjmU0GsDsJCLn/tJPd2eY1sbMZf62HvARjhZSVFUx6DFJdV8HiqQ7Kjo6uYbuqKQQRYkRDJtxeL14KibR0WFEzoMHRyZobwnw/pv11LdPpWTuhSBUEPQN7oQEfDI+v5nutmAGrcwsoRB9mgv2IDicfSp/ggGF5lYj3upZ/RVpD8fsygsZ/T1bW9i1pT1j87U0+NGEKQj2YcSoLB69saOOTg6SVkfliSeeYMGCBbjdbtxuN0uWLOG///1v735FUbjxxhspKirC6XRy5ZVX0tqav0mo3R0hoqoTd1EBRRVlhGNFtOzvzrZZWWf/ng7WrPDRlTiRqSeeg7e0CKuziIB/cIGyQLeEFCtMJpBOQGJxFSVixDaAnoPgchKJWHqd3P27WpG0akpqhk5YM1icA1b9BAMKWo6kokWjcbq7DYSlzFQoBQMKnd0WCipHoPFg8aBIue/o6egcbaTVUamurub73/8+a9asYfXq1ZxzzjlcdtllbNmyBYDbbruNf/3rXzz//PMsW7aMpqYmrrjiinSalFb8nWFUYzGCXcBis2B0zaDlwMSNCIyUtkY/su0EZiw+EatgA0B0uQlLxkGrLILdYaSoi3BoZGV1+Uay1DjZjPBIHB4XsYM9fxQlRlOjirNs9oDVPodjsQn9eq8FfBKr39pNS0NuOMydbUHkmJuo6iCQ5hwlVdXYvu4AYW3wJbPDERwOpKM7bSqrJMgNZ1ontaSiXietjsqHP/xhPvShDzFjxgxmzpzJd7/7XZxOJytXrsTv9/Pkk0/yyCOPcM4553D88cfz1FNP8d5777Fy5cp0mpU2/F0RTI5D6+BFlVV0B4SjPmk0HAbR5eqzbOH0uonE7QR9/ctwAQJ+FQ0b4Ql66aSgQlwTsQ8gh28TReI4CPllGna3E4qWUzZ5+IiAVRCIHJFisXdbC91KbdqdgpHS3RYgbqogjptgmm3au62Fpo5iquadmGxPMAxWUURWDDkTfTpaMKKBpqEoen7QREQ66P1bLJZhjhycjCnTqqrK888/TzgcZsmSJaxZs4ZYLMbSpUt7j5k9eza1tbWsWLGCk08+ecBxIpEIkcPuxoFAIG02h0IgSTBAC7h+xOIqgaABR0VB7zZvWTFtuypo2d981JY8xuMaSsSAtaTv57e7ncRxEegOUlTq6rMvGo0TChtxFJYQVfYhy1FEcWKVLYYDCpqxrL+cNQcTY63FBH0tdHVq2IpP6dObZjAsgkA0biQWV7GYTfi6JVpazShqIeFA5nJChqK9LYbgrSIS9hP0pa+3TkdLkD27Y4jli3EXeUd0jmAXCWpWlHAUu9OWNtt0+mIggSkm0d7RAYAg2DBwdEsX5BpqLIZmiqCOIraRSCSQJIm2tja8Xm9vB+axkHZHZdOmTSxZsgRFUXA6nbzwwgvMnTuX9evXY7Va8Xq9fY4vKyujpaVl0PEeeugh7r+/fy+DdNDY4mTrdhMGaydVk/tXZxyOv0NCiTsoK/D2bjMaDQiF02lt2suM+dqwofuJiCxFiSdsuOxin+1GowFsZYT8/XOSAl0yEdVBYWUl/t02wv7IhHNUks0IB/9OmYUCOttC+CO11MwbXBzqcKw2G5JmRZFiWNwm6re3Ek7MoLB6EoHgjlSZPmYCPomQLFJQW4K/w4jfn57IRSQSZ9uGZmTzicyYMXXE59nsIl2aFSmkOyqZxqZJRBRoa1X7NRDUyT6aGsdssWGyjP4+7PV6KS8vH9f8aXdUZs2axfr16/H7/fz1r3/lM5/5DMuWLRvzePfccw+333577/8DgQA1NTWpMLUf9pLptEUVtHUriUVVJs8cfJ3b1xUinijE7u5bxVFcXUnrRg8dLcGjUohLCkZQNSs2h9hvn9VROGBCbaA7TDzhpaCshM6dIlI4Arj6HZfPhMMJLOLgAkeiy0Uk5MXgmo04wLUbCKtoQ9UsKFIUVdVobjFTOGkuZrOZcIcFKRzF7siew9fRHCCqFeIqKiAWiyF1WdISLdu+toH20FQmLz5u6CqpI7DZReKaDVmaeN+3XMcACJpEIiKj6cWoOYe/bT8lcxZTVDu4FtFAWCyWcUVSeki7o2K1WnsbGB1//PF88MEHPPbYY3z84x8nGo3i8/n6RFVaW1uH9L5sNhs2W2bedgwGA87KY0jEbWzZ/C6xaBMz5g9ceRHokkA8pt+N0el1ccBUS0vDtqPSUZGlCGrCjm2Arpx2j4dwQzKh1mo99FUM+CQQDiaPmguQQvWZNDntaIkEkgRC6eAdXB1eD/vqqph2zMhVkZMPWgsROUbj3g4kwyyqqyuIKhG6NTsBn5RVR6WzLQz2YzCZjDi9HvyqSKBLRqxKnU31u9vZ3+ygZMaJw5cjH0Hy++ZBDqdvSUpnaAwkMDExE+jzmpiCxWTopyybKTLuumqaRiQS4fjjj8disfD666/37tuxYwf79+9nyZIlmTZrSCbNnYm14my277CwZU19v2Q7LZGg2wcO78DZLK7SSXS0a6jq4OW4ExVFioLZPeCbrcPtIhK3E+jqm1Dr92uI7oPLIrYi5PDE0raQQhFicRuic3BHxVNcwJzTz8PpHfmbvclkBJODzhYfLW1WCifNTS4/2gVUg3vA/kGZIhqN0+034i5ORiVFh4hq8BIYQktntKiqRt1OH7gXUlQ5fJXPgJi9eSGap6NzNJHWiMo999zDRRddRG1tLcFgkGeffZa33nqLV155BY/Hw3XXXcftt99OYWEhbrebm2++mSVLlgyaSJtNqmZMocViZW/9MqxCMzPmHYqsBHwySkyksLBgwHNdhQV0togEfDIFRYM/nCYiESkCFu+A+3oSaoP+IMXlyQeyLEeRZSv2yuSyiOBwEg5NrCqMcKCnC3J/sbfDsQpjiDSYnXS3BwgnTqS66rDIpK2UcODA6MdLER0tQZSYm6rS4kMbhXJC/oaUzhFUPJTNnDzmMcyik3D46Huh0NHJZdLqqLS1tXHNNdfQ3NyMx+NhwYIFvPLKK5x33nkAPProoxiNRq688koikQgXXHABP//5z9Np0rgon1zFgchJ7Nn1Ot6iACXlyYepryNEVHXhLBh4acfhddOsuvB3hY86R0WSwSwM/JmT1S1lBH2HEmp9nWGimoNSb/Ja2ux2pO5k9dBEafAY9EuoFI56aWJEmFxI0RKKJs/tE8WyObwEA9lz+LrbAqjmGX3ybUSXl0AKE2rbGruIGWeNKgp1JDZBRM6cur+Ojs4ISKuj8uSTTw65XxAEHn/8cR5//PF0mpFSKmdMZZevg63r3ufEswRE0UqgKwy2aYNW9ZhMRrBVEOzelGFrs48sg61g8GRQq7OQYODQG2ywW0I1VvQ+xEWngy5NRAopuL0To8Q76JNBGLzvzHiwOdzIsVnUVvXN8xLdbqQB8oEygZZI0NERQyio7rPd4fEQ7kxNkm88rtHWquEsGVmF1GBY7XYi7aasXCcdHZ2BmRivqBnEaDQw5diFdMgz2Px+A6qq4evWEDwlQ55ncxXj9x1dSWKRSJxozITNMbiDYfd4+ijUBn1Kn4e46HQQV22EAhNHDCrgTyC6B14mHC+1c2cyc8mp/XKCHG4XUdVOyJ/5lgQBn0xItuMpLu6z3eFNKtT6u8efp9LW5Ccc9VBYOb4ySMFuJ56wIk2wvCgdnXxGd1TGgFWwUjn3JJo6iti6ph5JtuI8Qg/mSBwFXkKS5ahqUiiFIqiaDcE+uKPicLuIqMmEWi2RwB9Ivmn3YBWsaEbXhOn5EwoqyBHbsN+XsWI0GgaM7IkuB7GDlT+ZpqulpyzZ22e7YBdQjQWEBlEnHg1tjd2olknYXeNbWhWdduKqDTk8cRxjHZ18R3dUxoinuAB75Uk0NppQDjYiHApXgZeo6sDXmboqh1xHDkeJazYE++BLP3a3k7jmIuiXkr1togJO7xG5PtYi5AniqPg7w0RUB65Cb0bnNZmMYC1BCma+8qezLYzBMWngpVGhbNA2CiMlGo3T3mHAVTp+PSWLzYJmcCKHdEdFRydX0B2VcVAxbTKKeDwJa/WwEueCXUA1FSX1Vo4SFCmCZnAMeW16FGqDPolAt0Qkbu+XlGwWPROmEiPok9CMRSOSxE81ZrGIgD/9HYsPJxqN0+0z4i4eeGnU4fbiH2cXjNYDPqSod9zLPr1YPMmyeh0dnZxAzxYbB0ajgemLFqGNUB/FIFQQ6N6bZqtyB0WKgmVw9dUebK4iggENsyUM1un9+t8IdgdSV7qszCz+7igmR4oeqKNEdLsJtyX1RjLVziHkV4iqdrxHRskOYne7CbXbCAUVnK6hq6Ci0ThmiwmjoW/+TVuTH812fOqqqCweFCmWmrF0dHTGjR5RGSdGo2FEnVkBnF4vgQBHjfCbIsXAMrwar+h2E5aMdHcqmO3937wFh4NoNP/ze+JxjUDQgD1N+SnDYXe5UOIi4WDmljUUOYqasCIM0gbAWeBJiv51D73809UeYvn/9rB++d7exGsARYnR2WnCU149xNmjwybakbOnjaejo3MEuqOSQZwFXpR4UvjtaECWwSYOn9zo9LqJqHbCkmnAh7jochBLCIT9+Z03EOiWiKp2XIc1rswkDo+LuCYSzGBCrSJF0bAP2CUaDiZLmwuHtKmrPcS6Va10JxZT31rD6rfrkA7mkLQ0dCPFCymqKEuZzTaHHUminwK1jo5OdtAdlQySLMdMCr9NdLREAlkxYB0ikbYH0ekgnnAT0xz9E2np6WEjEs6ThNrBImaBbomo5urXuDJTWGwWNFMhoUDmrmNEjoFlGAE2WxnBQcqmu9pDrH+/lUBiEdNPOInqhefQHJzDB+/sp6s9RHtTkIQ4NaU5P4JdRE3YUI6SEuVYXKWjJZhtM3R0BkV3VDLIIeG3ie+oKFKMeNyCIA7vqCQVakuJqs4BH+LJZnHevKj8qd/dzsrXtw/orAS6w2Atz1h+yIDYSghn1FGJgmloR8Xh8RAI9I9gdHeG2fB+K35tEdNOOBGzxYTD7WTa4jPoip/AmpXtdHZbKKioSqnNNrtITLMihY4OR2XPlmY2vt9APH50LEnr5B96Mm2GOVqE3+RwhFjCim2Q3IQjcZVUEfY7Bn+I24qQwjtTaGF6CAckfKECWhq6qZpc1Gef36dhcxUPcmZmsLvcBDP48qxEwCwMrSjs9Hrwtdpo2NOB0WggHlOJx1Qa6qWDTsriPnlgVsHK9BNPom6jg4ivmcryocUWR0sygmdDliLA2OX484FYXKX5QARZ9U4o9WediYXuqGQYR4GXUF0yMVQUU9fePteQw1Hiqg1hCFXaw6mcPnnI/YLDSSiUAsPSjCLH8Sk1HKjb28dRkeUoYdmCo3z45OJ0IrpdSO2Z+/7JMtg8Q1fjODxumuKlrN8QREuYwOAAk4BBKGHaouMGzG8xmYxMX7gATTtmwM7c4yEZwXOjSM0pHTcXadrXRUApgoRKOBTRHRWdnER3VDKMq8CLf3dS+E2snsCOihQBc1nKljlsdgdKtyFjzQlVVWP/7nZqppWMaj5FBovgpsNnp7MtSFFp8o3c35VMpC3NUiJtDw6PG78mEuiSEavS+/2LxzViMSOWYZb/LDYLM065CACTxTwqxyPVTsohowpQpH3pGTtH0BIJGvf5SThOISEdQA5OEA0AnQmHnqOSYY4W4beIFAWLN2Xj2V0OYpqQMSn9rvYQdTs66Gwd3TqJrEBhZTUKk2jY0967PdAVRjWmqWPyKBAdInHchAN9K89UVUNRYoSCCgGfRFd7aNxy+7IUJa5ZsQnDf2aLzYLFZkmf4zFKLKIbv0+d0JU/na1BugMOSmsng7VowrSp0Jl46BGVLHA0CL8psorJmrr1/WRzQoFQIDPh6c7WAOF4ycE8hZGhKDFicTN2u4i3eiZtzbuQQhHsThuBI5otZhVrKUHfATrbgnS1B/F3yfh8EFctJBJGNIxomgm7NcDpF0wZcxdhRYqialZsjuw6Z2OhqLKCrq0OuttDvVGxiUbj3g4iprl4SwvpbJ446s/DkUnBQ53UoDsqWcDp9RJon9h/MJLMiEqTR4rFZjnYnLAjZWMORXeHghQtQZHahz/4IHL44INZFPGWFLNnfyX797Qxc0EVfh84i71ps3c02FwFNLdaaGiWiCWKwF6Dq6QQu13EbDZjNJlJJDTatvyHjpYAlbWFY5pHkaLEExasI4io5Bqe4gKaDTU079s9IR2VUFChtc2It3o6kFR/DndN3OhRD8GAwrq3d3DCWbOxO23ZNkdnhOiOShZwFnjpbE4KvxUUja/bay4Sj2soigFrUYojH5ZC5NCB1I45ALIcxR+0oCYEIqOJqMgHlzpEAbPFhFAym+YDDZRWhlHiIoVZzk/poWzKJHxtF1FY4MXudg663NJirqS7befYHRU5CqaCvHXGnaVTaG3bycxofMxRpVzlwN4OwvFKplclo3w2hx2pZeIn+fs6QkRUB0G/ojsqeUR+3kHynKTwm5u2Rl+2TUkLshQlNkzX5LFgtmcmPN3ZEiSiunEUliEpI8+ZiEgxNESsQvJGXza5Fr9cxO7NDURVBw7P8H2PMoHoEKmYUoPT6xoyJ0QoqKKjIzbmPI2oHANzbnzmsVBcU0UoUkhLgy/bpqSUWFyluTGCWDq7t+zb7nIOqf6sqhrNB7qJxfNbWiHkl1HinqQTrZM36I5KFjCZjNjLj2P3HgN7t7Vk25yUI4cjB3MTUuuoCHYHUgZykLvbA2iWKuxuD7I08oe0IkX69DYS7AIG12zCQRVs5SPuCZUreIqLCcn2Mbd8UOQYBkt2VHhTgWAX0MTptB7wZ9uUMbNvZxtv/WcX61fsZf+eDqRwlOb6bgJyEaWTanqPs9lF4qowqPpzS0M3Gz4Isvx/e9m9tblPv6V8IhSIosSdRBW96WQ+oTsqWaJm9nTMJWewbVuCXVuasm1OSpFCEdSEgE1MbW6C1S4SjZlR0niT0RIJujpVxIKK3vkikZHdlCNytF8EoWzyZPzRKiyO1IqSZQJXkZeoWkBXS2DQY4b6XSiKAauQWmc10xRWVdPZZc3b/lxN+wO0RxZR13Esa9aaeft/Leze2oVmn4F42IuEyWQESwFyeOCIir8rTDgxmbC4lE1bnSx/tZ6dmxrzymHREgkCQYip1uTfqk7eoDsqWaRm9nQs5WeyY4eRnZsas21OylCkKJg9KS81FR0O1IQNOY09WAI+mZBix11UlJxPs/Y2wBsOWemvwuou8iKUnUBxVWpl3jOByWQERy2dbQO3fGg+0M3KV7cjDfL7UBTyMpH2cArLS5G0CprqO7NtyqgJ+GT8QYHyaTOYteRUpp5yJeLUS5Gd51E1Y2b/E2xFg37XA74oVlcFU46Zw5STL0VxnceWnYVsWlU/pA1SKJIzTl44GCESs2Ew21GU/F7COtrQHZUsUz1zKkLlWezYZWbHxonhrESkSEo1VHoQHAelzQd560sFXa0BoqoXV5EXmygcnG9kjpEsM6BmSO2cGbiLsqtIO1Y8JWV0+40Dvjnv39VJMFqOf4DeVZFInJhqxpLiqFqmMZmMCEXTaW2S+/VvCvgk2oeINmWb1sZuFK0Eb1mybYPFZqGkqpwpx8zB6e1fySQ4nEgD+KSxuEogaMRRUACAVbAxae5MimacQkuHQFf7wJLRWiLBhlUNbFufG/e1oE8iptpxFpUQ0SVj8grdUckBKqdPxlp6KvV10REvM+QyychC6quZzBYzmsEx4gjHWOhuD4O9FpPJmCyJNjhQRuAYxeIqsZgRq31iSZB7SopQYu5+3XXbWwJ0dNuJqE5CA7wxy1IUNWHBludLPwDF1VUEJG+vU6KqGru2NLFyWRtb1rZm2brBaW+WMLmnjLjqymZ3IMmGfs0J/R0SkXj/zuaF5aVEjFPZt2Pga9C0r4sOn4dwODdE/II+Gc1UgOh0oeiOSl6hOyo5gqekhJhmQ5byf+1UksA2gq7JY8JSkFS9HQWdbUGCI+gYHI9rdHUbcBUdlk9i8aDIwzsqcihZ6ZTqvJxsIzpEVHMF3W19IwcNu9uJmqdjclQN2I05KfZmQ8hDsbcjcXpdxC2TaanvIuCTeH/ZXrZssxM2L0aJ2tKaMzVWAj4Jf1CgsHzkIoOi0z6g+nOgO0wcT7/O5kajgcLa2bS22+ju7BuKUVWNfbu6CKtVRKPJsudsEwooIJRhFQVianpz3XRSi+6o5AiZWNbIBNFonGjMhDVNjorJ5kYKjy7qtHVdM1vXNAx7XFd7ECXmxFNyqJmgwepBDg9/Q0uKvVmwpbgkOxewefqWKQd8Em3tVgpqZiC4vAQC/SujFCmKmrBhtk4MTQ53xWTa2o2sfLuV5uB8Ko79ENVzZhHTbAM6atmm9YAPJVGCp7Ro+IMPcrj68+EEuiUQKgbMOSuuKkc2TKH+iKjK/t3tdAZLqJo9f8iy50wSCCS7h1ttAmrCgiLrjkq+oDsqOYJVsKIhoqQxUTQThIPJ0mQhTUsgVtGOPIrcPCkUISyJtHe7aRlGt6arLUjcWILjsDdHm92BLA8fulbkZATBKkw8ESlvad8y5fqdbYQTtRRXlSO6XEiKqd+SZeSghkqu9O4ZL8WV5QQTc9AKljLj5DNwFbgRHHbiqkg4mP2H8JG0NUuYXCNf9oGD9yCjs19ExefTEN0Di/4ZjQYKaufQ0mrB153UDohG49TvCWD0zMdbVjxk2XOmkMJRIhELdrcbwSGgarZk0r9OXqA7KrmE2ZP3ZXNSUCGeEBGd6XNUlEj/dfTB6O4IEdGcREzTqNvRMaR4WVeHgtld02ebVRSRZYYVPYvIUbBMnAfz4biKCohqyTJlKRyluRk8VbMxGg04vW5imj351n0YUaV/qXY+Y7FZmHPamdTOmdH78O8p6c21Zn4Bn4Q/NLpln14sRciHfZ5QUEGJCji93kFPKamuQOJQVGXfjla65UqqZk4/VPac5WsU8ElENQcOrxuz1YqasOqOSh6hOyq5hMWT9+HIcFBBM3qw2CxpGV+wH1wiG+FNxt8VRjOVUjlrHh0+16Aqo7IcJRC04CrsGyoX7CJqwjZspCsiR8GUn5U9w2EyGcGeLFPev7uNUKyS0tpqgGRUIeEieESnZVnSMFknVmLxgAxR0ptKotE4m96vG1FeResBH5FRLvv0cKT6s78zTER14Cr0DnqO0WjAWzOH5hYT7S0BGuojiKULDnUKtxUNWsKeKYI+CdXgQbALyZcJs0sXfcsjdEclh7CKDqRRKKHmIlIwArb0iZsJTjtxzZqcZwT4uqOYXWV4iguI22azb+fAUZXOliBK3I23pO/N3WYXiWlWpNDQN1pZ0jAL+avCOhzu4lK6fQYa90ewl83pVdk1Gg1gLSUc6LsepyikLU8plxAcTkIDV+emFF9nmOZmjQN7h2/K2dYsYfZMG1OPpSPVnwPdEpq5ZNgXj5KaCqTEZLat3os/Ukvl9CmHxszQNRqKsF8BW+mhDWZ33kevjyZ0RyWHsArCqPIvcpFQKIHNnr6Qv1WwoSZE5BE0C4xG44RCJhyepP5DxfTZdPq9tDR09zkuEonTVN9JwlrV26enB5tdJK5Zh51PiYAlz8XNhsJbWowSdxOIlFI+pbbPPquzkEDg0Fu4qmpEooajwlHpyWEa6VLkWJGCEUKREloOhIZchkwu+4gUlpePaR7B4SAaO1Sl4++OYLaXDXueyWTEUz2HTnky7qr5mC2Hmjhm6hoNRSCQQHB5e/9vsjpQ5OzZozM6dEclh7DaRWLxkUu25xrxuEZYMiA40xdZSIZtPSNaX/Z1honEnbiLvAC4izzExTnU7ejsvdl3tgV5/629HOicStn0+f3GMJmMw86nqtqEjyCIDpG4eRLWovn9EoZFl4tw2NDbsC6ixFFVC1bbxEssPhK7y0E8IRAKpjcHQw5HiOOkO+SmYwiRudYDPiJaCe7isXW8Fl0OYlqySice1wiGjNiHyE85nLJJ1RTNOpuyIxzZnmuUrVyeSCSOpJgRXYdE7iyCSCT3cqB1BkF3VHIIwW5H1SwZWfNOB0G/TFwTsLvSvARi8Y7IUfF3hokbCrG7DonPVc6YSWfAS2NdJ7u2NLH6vS46oouZvHgp3tJBbu5mb7Lh4CDIBzVDJpqGypHMOPlUJs2b3W+7w5NMqA12J8OBihQlnrBineDXAw6W9GoiUpodFSkcxeKqIGaaRPO+rkGPa2uWMHunjmnZBw7mHGki4ZCCvyuMEnPgKvCO6Fyj0UBxZVm/uQcre84UgW6JmCri9B6K9FoEASUyfJK8Tm6gOyo5hGAXiSdseduCPBxQiKoidnfqVWkPx2p3jqiLsr9bxmCv7LPNVeBGc8xj1+Y2tm4XoPhcZpx08qHEvwEw25zI8uA3NCUcI56wTkgNlcMxmYwDVjXZ3U6icTtB/0FHRY6iJqwIKe6enYtYbBY0o5twmh2VcAhEpxN3xVRa2wwDCqg17uukK+iiqKJygBFGhtFo6K3S8XeGiSfc/YTeRkvPNcpWRCXok4gnXAiOQ8ndVsFGXLUQzdPo9dGG7qjkEBabBQ173mqphIMKWAr6rE+nA5soIkuJId+GVFXD7went6DfvqqZM/EbT6VkzoXUzJ4+bElxskR5CEdFjhJXJ76jMhgmkxFsJYQDSe9RkaJo2NP+PcgZrEXIaYyCxuIqSsSIzeGgpKqCcLykX1QlEomze1sXmuPYwSODI8VaiBSKJkvO7ZWpKbm3FGatRDnkl8FW1udz2EQRVbOktcGpTurQHZVcwzKy/ItcRApFwFqc9nmSuTwWIkOUFwZ8MkpUxDlA2NrhdjLr5JNGfEO32u1EIsbeHIwjkaUImJxjDrdPBMxiMQF/8vcRkWNg6d/0bqJiEd2E01itFw5GiGk2RIcDi82C2TOTpoZgH0d954YDdIYnM2nenHHPJzichMIHhd5c43R6DmK2u7NW0RgMaFidfV9YbKJAPGHN2+j10cbRe2fNVcye5I0+DwkGEwjO9It8CXY78YQNeYiSYX9nmGjCg8M7fnsEu5jswzTIfFE5BpaJqaEyUkS3m1DIkKz4UWJgPnquh+BwIIWGjvCNBymoENcOLamW1NTgC7npbE02imxr9tPQaKFg6vEpUUbuqdJRIrYhhd5Gg+hwEkrjNRqMWFwlLBkRXX3vA1bBipawEZHy8157tKE7KjmGVbQjDVKiHIur7N7a3K/dfKbQEolBhZticRVFMaa14qcHwWEnplqHTDoOdIfBWpmSKIfNLqJqVqRB+jApShyj9eiJIAyE3eUiEhcJBxVkOYHZNvETaXsQnQ6icVvakuDDQQXN4O5dSnMXeYmZJ9G0r5NYXGXnpjYi1vmU1Y49N+Vweqp0IppzSKG30WCz24nFrCgZdgyC3TLRIxJpezG7h4zK6uQOuqOSY/TkXwxEe5Of/bu7enuuZJqWBh8fvLl9QHXMkF8hpmag4geSYmNm95DaJt3dGqI3NctQgl1ATQiD5g7JElhsR2d+Sg/OAjcxVSTok1EUsE1gTZkjEZwHS3rTVNWihCNg6bsE4yqfSmsbbF+7n/ZgJbXzj0nZfD1VOpqpOGUK08myZ1vak46PJOCTiGlORNcACf4mV7LVg07OozsqOYblYAvygbRUAt0SslqQtQQwKaQgxQrpaO6v4xDyy0Q1EdGZ3oqfXize5A18AEJBBVlJXdgaOKil0n8+LZFAiXBUlOIOhdliJmEuwt8VIhYzYk1TU8pcRHSIqAl72qpawmEN8xEiiiVVFYRjpTQ2GXFVHY/oSN31ttgsxCjE7BibaNxAJFst2DPuqIT9MlhLBoysmmwOIoou+pYP6I5KjpHUUhl4WSPkj6DEXFmTfo4qUYKRIrra+jsq4aAC5sJeafV0Y7K6BlWW9HWEUeJD9ycZNRbvgH2YIkqMuGrBNoHF3kaMrYSu9hAxzXpUiL31wVaEHE79Q1hLJAiHQXT0fQGw2CxYC+ciWxZQPnVSyuetmHMCFdOnpmy8Q2XPmdVS8ftimB0DR1atojjoMrtObpFWR+Whhx5i8eLFuFwuSktL+chHPsKOHTv6HKMoCjfeeCNFRUU4nU6uvPJKWltb02lWTiP0SLYfETXpKbeNqdnr+qlIcaJxkc4OrV+eTLLHT/orfnqw2e2DaqkEukMkLGUpbYyY1G7pvySnSDHUo0BDZSQ43G4UxYKmWbE5jq4Ik8nmRQqlXpNDkWLEYlYER/9I5ZRj5jDrpCVp6dhdUFbcRygxJVgLB3wBi8c1Gvd1snNTIxtW7GH5q3t44187aT7QPcAgI0eWowRCFlyFA1cuWQSBiKKLvh2Jqmp0tWe5OdMRpNVRWbZsGTfeeCMrV67k1VdfJRaLcf755xMOh3uPue222/jXv/7F888/z7Jly2hqauKKK65Ip1k5jcVmQTPY+0VNggEFJS6SMLqylgCmKCB6CglHnHS3h/vsC4VAdGYuodRqtxOJDlwy7OuOY3YO359kNCRzh/pvl8ORpIbKUb70A2B3u4lrIvGEBetRlKMCh0p6U004qBDTbAjO/F9KE51OwuH+TtXWtftZvRq27Klkb9cJ+C3n0h2dTqBrBKqOQ9DVGiQSd/VrNNqD1WZDTQwtc3A00troY/2Kero70/CFHiNpVWR6+eWX+/z/6aefprS0lDVr1nDGGWfg9/t58sknefbZZznnnHMAeOqpp5gzZw4rV67k5JNPTqd5uYvFgyL17ZIa6JKIqk6cxaVI0rasmCUr4CkpJdjcQUdrE8XlScckGo0jK0aEssx1DxbsIpJmQw5FsHgP3cSTjQiNOGv6C72NB6tdRFItKEoMQTgUqVGkKJqhIKXRm3zF7nHRpdnB5DrqNGVsTgdyezK3zGZL3W01HFSIJ8Q+qqr5is3hQOlKvlxYzMkl4mBAoakJnJPOoGJKTe+xO1YFUMJ145rP1xFCs8zs12i01x67SCCRrEQSxYGPORoJBxT8kWoadrdTUJShnMNhyOjdxO/3A1B4MBS3Zs0aYrEYS5cu7T1m9uzZ1NbWsmLFigHHiEQiBAKBPj8TjgF62QS7w2ArQ7A7ULIg8BiJxInFzVjtImZ3LZ1th4wI+RVimpiRip8eRKcdVbP1K5fuag+hHNaIMFUIdjtqov+S3NEmbjYUgl1ANXjBnH4tnVxDdDiIawLhQGr/OOVQsuInHcs7mUZ09FT+HFr+qd/eQlidRGltVZ9jrXYX4fEFVOjqjGHzVAy63yYKxFVdnfZIpKCCHPfS0krO9J3LmKOiaRq33norp556KvPnJ7vUtrS0YLVa8R5RnVFWVkZLS8uA4zz00EN4PJ7en5qamgGPy2esgois9L0x+f1xzPZirHaRaMyU8Q7LycZ7yaRRT0kJwZCtt2NsKKAQ0+wDlwCmCatgQ0XsUzKsJRLU72xHtU5JaRUEgOAQiWs25CMqjRQpelSJmw2H0VGF2Z4aNdN8orfrcIqrWuRwFKwT43ra3X0bOIaCCk3N4Kme2y8C17PUOtb8kVBQISzZBs1PgZ5ldpHoEUs/sbjKuuW7CabY6cwXQqEErtJqwrFq9u9uy7Y5QAYdlRtvvJHNmzfz3HPPjWuce+65B7/f3/vT0NCQIgtzB9sRvWVicZVQyIjD4z30Zp/hhNpkR9xkh2BvSTGy6u0tU5aCMlgKMx/uN3v6OA4tDd20dXkonzEv9VNZzGgGRz8tFVlJtozXSTJt4bFMOzb11z/XMZmMYC5IuaMSCidzOyYCZou5TwPH+p2thNQaSmur+x1rs9uJxS1jFojragshq248JcM4eSZnPxn95vpumtsEWvYP3qV6oqKqGpJswOHxIJbOovFAlGg0+40bM/Jkuemmm3jppZd48803qa4+9KUsLy8nGo3i8/n6HN/a2kp5+cA1/DabDbfb3ednopHsZXNIS8XfIRFR7Ti97mS4coA3+3SjhKNoiFgFa7IE2T65V8I7HIyCdeCEtbRiLehdIlNVjb3bO4nb5+EpTm1+Si8WL4qcvO6KEksuMynopcmHMRGWKMaMtTClywjxuIYsG7CK+Z+f0osl2cBRCkdpPKDiqpg7oKSB4LQTS9iS1YRjwNcRBFvV8I0xze5+om9N+310S5V0to1z7SkPCQcjRFUB0emgfEotAaWUA3s6hj8xzaTVUUkkEtx000288MILvPHGG0yZMqXP/uOPPx6LxcLrr7/eu23Hjh3s37+fJUuWpNO0nCbZ2fOQlkrAFyauJdutJ3tUiBnvsKzIUTAdysVwFZfR1W04GO3JzlufTTxUorx/dzudwRKqZ81K23xGq5u2Zok3/r2Ht15uYsW7IbrD5Tg8E89Z1hk9NruLcCh1pa6hoEI8IaS+TDiLmEUX4bCWjKbEaymbXDvgcYLDTlwThlSfHgwtkaCrU0X0Dl/5Z7Y5UA6LXnd3hun0ibhLa/AFrIO2DJmohAIK8YOOilWwYfbOpqE+iJalti09pLXq58Ybb+TZZ5/lxRdfxOVy9eadeDweRFHE4/Fw3XXXcfvtt1NYWIjb7ebmm29myZIlR2/FDz1aKjbkcJSCIgfBbgmE2YfeVi0eInJnRm2KyNE+jfcKyoppbHDTtK8LOWJGKM+8o2IVReRgMtF33+4gpoLFONzps6OkppbO5vMR7HbsDjuC3Y7gsGdM5E4ntxGcDqRGA/G4htk8/ndAKXjooTFREB0OpHYIheM4y+cM+reTXErzIIUaRz1HyC8TjogUTB4+t8ciCCiHVeE27etASUxm+tzZ7F2xlfZmP5Oml4zahnwlHJTRjKW9lVLlU6fQvG4jXe2NTBnm3HSSVkfliSeeAOCss87qs/2pp57is5/9LACPPvooRqORK6+8kkgkwgUXXMDPf/7zdJqV8/RoqSiSDwC/P4HgPuyPzuIZUCU1nSgKmIVDIWjRYUc1V9K8by0xrYTCDFb89CDY7YTiVnas349PqWbKsdPSOp+3tBBv6cRIbNRJPaLTQZcmIIUU3N7xL9dIoQiasWRClb6LLifBFhuyWsK04RR1LYUo4T2jnqOrLURU9eAs8A57rEUQiHQb0BIJ4jGVluY4rrLpyWsuTKKrbe1R5agkq8wOLeM73E5UcRYdXdkVYU2ro5IYQca2IAg8/vjjPP744+k0Jf+wuInI7chyFEmx4Kg8FM2wCHbkDCekK0oCq7OviJdQUE3Yt5F4hit+erA5RLoTVlpaojjKj0lJi3sdnbFidzlpUwVCgdQ4KnJI6deMMN8RnA4alSI81fOGzR+xiE4kZfCcJ1mOYrGY+0WvfB0hEGeOKNJpEwRCajJpt73ZT1AporYmWSrtKi6nsz2RsghZLqAlEsSi6qBaP+GQhsXRt4qxbPJUundup6sLStP7LjgoE+PqT0QOaqn4uySiqgOn99CXZ6gOy+kgHtdQFEO/6hZvaQmK6gZLUVYEvgSHnbhqIxifSvnUyRmfX0fncCw2C5qpCH+KFD0HakaY74gOkYq5p1I5Y/g+QoLdjhQe/D639p19rH13L/H4ofwJLZGgqzuBwzuyKIhVFIgnLChSlOb9fnDORLAnX8i8ZSXIUTcdrRNHq6thTwfvv7G9XwsUONhXSqJfuwZvaSER03S6fNlTm9YdlRzFJtqRZAh0hVGNBb1/PJAMV8ZipoyVjSlyFDVh7WMDgKvQi6yWYhSy89ZnMhkxumdTMmORnieikxPYCibR1hpJSf+YcAgE+8TJT+mhqLJ0RC82PSXK8gBNWGU5SjAscKCtlK1r9vdeb3+XhByx4y4eWRWiTRRQNSttjd10+u2U1BxK7rW7HMSM5XS1+kf4yXKfYHeYkOLFP0B7AikUIRa3DSjcaSg8CXvJjEyYOCC6o5KjWAUBRYGATwGhb6m2YLcTT4w9I12Wo2xdW98r2Dbs8eEoqmbF5ugbUTEaDZTPOomKaVmKBwIzjj+O4srU9vXJNQxqX4fUEhpfszad9FFQXkZIsuPrGF9URZajxFTLgM0IjxYEp52YNnCJsq8zTFRz4J58MvsOONmzpRmA7rYg0UQBzoKRiTD2iL61HehASVTjOaIvkFBQQ0f7xOkFFAqphGNeutqD/fcFkgrjwgDJ2wZDdmUHdEclR0lqqVjw+zQcHm+ffYJDRNVsY+qi3N0ZZvXb+9i110XzCAWNkmJv1gEbzRVWlOD06hLyKSeRoGjTW5z07YtY8LPP9262t+zlvM9WseBnn0dsGV8vFJ3U4yr0EjWU09bkG9c4YX+EmCZkJfcrV0iWKNsGlHEPdkuoxgIqp9YiVp7Krl0aB+o66e4Ig1g9Oj0fkxNFdeEqn97vPG9pCUHJjq87/zVVVFUjGDQQiTnxdQ4QUQkoqDj7Rc5zAd1RyVEEux1VsxCJ2/vkpwBYBWs/+fiRcKCuk9XLW+mILiJunUzIP7KISo+GytHWaC5bmCISJ39zKafcezala1+m6p3neqMo5StewBSVmfS/33DOl2Yy79e3gpZdjQOdQxiNBiyeybS3yOMaJxxSiGsToxnhWOkpUR5I3DIZaU728amaMQXVdRLbNwfo9oGrsHh0E1k8SPHSfv2GAFxFBUS1Qjqa83/5JxxUiKoCjqIyfD765PYASCElO8KdI0B/8uQoPQq0kbh94DCmydVP+nkwtESC7RsOsGF9BMV+OtNPPAVnYSm+7pE94KJy7KhsNJct5jx1ByUb30C1CtR96Mu89dPNxJxJtd29l3+Vd3+wnLaF52NU40z912NM//sPs2yxzuEUlpcRkBx0jyOpVg4pYPYe3Uq/AOaCfo6Klkjg94PzsB5xk4+ZR9CwkKBcPOL8lB7cpRXYSo4bsGrQZDJidE6msy01CdLZJOiTiakiZZMno8Sc/ZYnQyEVs92bHeOGQXdUcpTk2qkDrGUDl/FZvERGqNq4d1sLO3Y7sFWey7TjjsFkMuLweFCiwojyVBQljtGqL+9kgtLV/2HKf5I6Qu/f+082f/FxpIq+OUDdc05h1f2vsPFLSZ2iWX/8BoVb3824rToD4y4uJKqV0D6O5R8pFAVbbr7dZhKz6EI6osIx5JdRYgIOz6EXOJPJyNSFx1M0+6xRL0VXTKlh0tyZg+53l5Ti85kHTOrNJ0IBhYS5AFehlxiFdHccylPREgnCYRAdudlXSndUchlrMWbnwImiFtExYi2VsF9CE6ZROe2QwJKr0EtUc4yolFKRwWLT+9mkG6uvjeMeuxaAvZfeSsfC84Y8vv7CL3DgzKsxaiqL/u+TWAPZ78mhk1z+MXunjGv5JxAAu0uPYiZLlPtu83dJxFQHzoK+18dis6Qlsb6gtBjlsCas+Uo4oICtFKPRgMFeja/z0PdTCUeJxaw5m7ytOyo5zJSFJzBp7sC9a6yCgDzC+6CsGPqoysLBiI2xiKBv6CQxLZFAUZJ6Azrpxdm4A4MaI1A7j23XPDT8CQYDG7/0BKGqWbSc9BHioh71yhUKSsvwhwQCw/x9DYQUjqJELNgnYMPV0WJz2ImpfUuUg74wCWvp8A0HU4RVsKJZa2hv8uVEJ+GxEgyC6EzeI5yFRfj8ht48lVBQSSZvp7EFyXjIzG9aZ0wMpbRqFUUibUai0ThW69C/xkikv6osgMlRTsC3a8hzo5E4sbgFu+6opJ2ueaez7KebMEsBNOvIrrdqd/H2jz5AtetOSi7hKS2ifWcJrY2do1ap9XcnS29LvbqjItjt+FUbciiKKCb7zwT8ccyO0ozaUVA9lfo9B+j+Xz2VVVaqp5XgcufPPVFRYsgRC2Jl8j7hKS6k5YCT7o4QJeVuwgGFeMKFLUfv83pEJU8R7CLxxPAlyqqqEYn0V5UFsHu9+AOGAVUKe5DDUVSsCPajt/ogkyhFVYRq5ozqnD5Oiqoitu5LrVE6o6YnCbOjZfQRlZBPRjV6c7JMNNOILkefEuV4PFlie6RkQ7opralg0omXEfOcz7a6Spa/3sba5Xtpb8mP5aBkIq2Aw528VzjcTuIU0X1QT0UOK2Arytnkbd1RyVN6tFSGE32TpYNibWL/6IzT4yEaFwn4Bl9DksNR4qo1Zz3ticCxP7mOslX/HPc41u5WlnzzXBY/dIVespwDFFSU4w/YCAZG15gr6JPBNrFFDEeKyWQEy6ES5UC3NKBkQyYQ7AK1c2Yw49SLsE26hPrOY3j/vRDvv7Wb1sbcLl8O+iTiuPqUuxsdVXQfzFMJBeKYbAXZMm9YdEclT7EKNtSEbVgtlYgcI56wYLP3j6g4vC6immvIhNqIHEUziBOqg2su4WzYRu1rv2XxQ5dj62oe32AmE949a/DsXUfFyhdSY6DOmPGWFCOrRbQ3+kZ1XiAAdrc3LTblJZYClIMVjv6uMLGEG3sWcylMJiNltZXMOuV0vLMupTG4kA9Wyax8czdtOaq3Eg7IYC3pEzFxFRXj9yfTBwbq8ZNL6I5KPmP2DKulokjJiMhAqrImkxFs5QR9QzsquoZK+pj64qMAtJx4KZHCinGNFXUXs/fS2wCY9cw3QVXHbZ/O2DFbTBhdU2lvCY34HD2Rtj9m4VCJcqA7DLbynFmiKCgrZtaSUymcfSnN4ePZtLqdWDz3/u5CQQ2zvW/ExF1UQCTuovWAj0jEgjBAj59cQXdU8hmLZ1gtlYgcA5Nj0KZ9Nlcxft/gf1i6o5I+rL42qt/8PQB7P/LVlIy55yNfJeoswNWwjeq3n03JmDpjp6Cigi6fMGLxt55EWoeeSNuLYLcTPthFOeDXsDlzT1/GW1pIzbwFSFEPna39++hkE1XVCIUN/Zxfu8tB3FhEc307sYQwYDPCXEF3VPIYs+BAiQz9ZqHIUTAPXhFi93gISWYikYHL7pRI/9JmndQw+b9PYIpF6J6xmK45p6ZkzLjDw54r7gRg5p++jSE+cRqq5SOF5aXITGb/rrYRHa8n0vbH5rATjVkI+CTCsgXHCBsOZprkg78U3wAN/7JJMJCUzh/IETE5qgmHYjnfrkF3VPIYmyj2U208ksgw8veuQg8x1TFot1dZTmAbYNlIZ3wYIzKT//M4cDCaksLupHWX3EzEU4qjZS+1r/02ZePqjB6j0YCnehYtLYYRqUDribT9Eex24pqVloZuoqojK4m0I8XsrqarY2SK4Zki5JOJxkUcnv4vrM7CImKaCyy5W/EDuqOS11hFkVjMOOSaqDJIaXIPosNO3FCQXPs9gnhcIxo1YtVLk1NO9Vt/xOZvRyqppfmUK1M6tio42HXV1wGoWP58SsfWGT2ltVWEtZoRRVX0RNr+CA47MVWgs6Ub1VCA6MhdlWxXYSGBkHXYasxMEgrIYCkaUCDPU1KIHPdiFAqzYNnI0QXf8hjBLhLWbMihCJZBRKUUJYHVO0xERCgn6Kvvt1mWosQ0Ky69NDnlSKWT6Zp1Ms2nXkXClPo/w/oLv0DUXUzT6R9P+dg6o8NkMuIsm03jgXqmzo0hCANX0PUk0jr0RNo+mC0mMLuT0WGxPNvmDIm3pIh9e1x0tgawTx1lF+c0EQ5GwFYy4D7RIRIzT8JboDsqOmnCKgqomhU5HGOgl7BYXCUWM2IVh34DcXgK8PkSaIkExsOWIBQpiqZZdfn8NNCx8LxkL580VeZoVoHGs65Oy9g6o6dsci17myvYv6uNmcdUDXiMrkg7BOYC4poDR45Hm6yClYStGl/HZmpyxFEJBsDuHjxPce6pp2TQmrGhL/3kMUktFQF5kMofORQlptmGFWtzeD1EokLS8z78/HCUeMI2pJS/zjgxDVyNlUoMsSjOA9vTPo/O4FhsFmzFc2lsUAZdqtUTaQfHbHchxz04C7zZNmVYRG85XZ0qWmLo/MFMIMvJKJ04hKOSD+iOSh5jNBrA7B5URj+ixNA0C9YBVGkPx+n1EFH7d1KOHKwYMpn0r0mqcO7fyvTnH8IS6s7IfO696zn381M46dsXYVDzt6EaiQS2ziYcTbswh3zZtmZMlE+dhF8u4cCegbtc64m0g2MT7YQjBTg8uR9tchcVElLshPxj756dKoI+mZg2cCJtPqE/gfKdIbRUFClKXLMMKPbWZwibhYSltF9Cra6hknpqXn+aOX/4Osf8/IsZmS9UNQtjPIq9bR8V7/0tI3OmGqHjAKfccwbnX1vFOV+c2Ud11xiL4Nm1OovWjRzBLmDyzKGhLjBgf61UJdIaYlEm/ecJSj/496GNmpY312kgSmurqZx/Ul4oZLuKCohquaGnEvLLxHEh5nDp8UjQHZU8x+bwEBpE+FIZRUTEbC+lu1OhcV8nvm6JeFxDUVRM1twVAco7VJWqgyJsTad/IiNTajaRfRffBMC0Fx6GHAhHj4biDa9zxm2LKNr6LgmjkZi9r+M879e3cNqdS5jyr5/kxWcrnzqF7nAhB+o6+2xPhSKtQY1T89pTnPOlWSz4xZeZ+9TXenOgStf8lzO+uphT7zqtrwOTJ1gFK8WV+RFtMpmMINbS3T5yReJ00SOdn+/ojkqeI7rdhKWBS5Sjw2ioHE5hZQWtoVl8sNrI8rd8vPHvOrq7hy5t1hkdxZvfQuxsJOosoO2ED2Vs3n0X34hqFfDuXkPR5mUZm3dcaBrTn3+Ik791PjZ/O/4px/HGL3bx8nN+GpZeCyQfzGYpgFGNM//Xt7DwkU9hUkamAJstHG4nRu8Cdm0L9FGrHa8irSEeY8k3zuW4n3wOe9s+lIJy9n3oRgyJZOTG2bgD1WylcNtyTvrOJVS/8fuUfB6dgXEVltDdzZCd6TNBMKBhceRus8GRojsqeY7D7SKqigS7+6+HKnIMg2VkEZGCsmJmn34BU0+9iqK5V2Cuuoy4dynF1ZWpNvmopeqtPwLQdNrH0CyZS1COuotpODf5cJ/2wsMZm3c8zP7jN5jzh69j0DT2n3st7/7wPaTyqX2OSZjMrPvqM2y+/sdoJjPVy57ltDtOHn9zxzQzef48ghzHxg+aevU2xptIO/O5+yna8jYx0cWWax/mjV/tYd8lN5EwJ5dK9n7kdl7/zT7qz7sOgGN+8WUcjTtT84F0+uEuLkKKOenKYlRFVTXCkgHRld/5KaA7KnmP6HIQ0xwEfFK/fYpiwDrKiIjZYsZd5KV8cjWT5s7EkcUupRMJU0TqzRFpPOtTGZ9/z2W3kzAYKFv9H5z7t2R8/tFSf9EXkYuq2HDTr9lwy2/RbIN8jw0G6i69hRUPvoFSUI67fjMLHr8hp5eBTCYjUxaeQIc0kw2r9hOLq+NKpC3c/DYznv8eABtufpK9l38N1dY/JyFSWMHGL/+SjmPOwqyEOf7hT2CM5ZaK6kTB6XURp5juLMrpS+EoMdWa9/kpoDsqeY/JZARrKeEBMsyVCMMm0upkhrJV/8QiB5NCb7Mzr1sgVU6neckVSVtW/yfj848WuaSWN36xi/3nXz+i47vmnc6K77yOarZS/sFLVL7z5zRbOD6sgo2aBafQ0l3N1g/2jyuRtnL58xgSCfafey3Np1019MEmE2tvf4aIuxjP3nXMefquMc2pMzxGRxVdHdmr/JGCEeKagOB0ZM2GVKE7KhMAs6OIYLBv6WkkEicWN2PRxdpyAntrHarZyoGzPgXG7PzZ7fjUgyx7dC17rrgjK/MPh3vPOorXvdr7/0GjKIMQqp3Lro99g4i7GM1sTbV5KcfpdVEy81T2NXnGlUi7+YafsPa2P7D584+N6PhIUSXrb3ka1SoSqpkzpjl1hsdVVEIgYBq04Wu6kcMR1IQwIXSwdGXaCYDochNsTq5J9lT4yFIUNWHBpifD5gS7r7qH+ou+CFr2kutC1bOzNvdwmMN+TvjBR7G31rH2q8/SdMbYqqJ2X3kX9Rd9kagnPyodCitKUKRT6ajbTHnhGJvtGQw0nj265cS2xRfz2q/riBbkRyVNPuItLaKh3k1na4DK2sxL1MvhCFiqcrrZ4EjRIyoTAKfHTVQTCQYOdWdVpCiqZhtW7E0nc8ScBcTcRdk2AwBbVzNmKZBtM5IkEhz32LU4WvYil9TSvvD8sQ9lsfZ1UnI4V6WHymmTmHvmhaN68xVb6jj2J9eNS/yuj5OSB9cp3xDsApqphEB3//zBTCBLUbDmf8UP6I7KhMDudhGN2wke9gcRkWOoCeuECPvlO2L7/myb0Ifpf/0+514/mckv/SzbpgAw5Z+PUbHyBTSzhdV3PU/MlYK3z0SCiuV/5bSvnYRJyr7w1nCYLaNrpTD7mW9S+9pvWfDE+IUDK977G2fcchzeHavGPZbOEVi8gwpyphspDDYx//NTQHdUJgRmiwmsxX0km3vk7ydC2C+fcTTuZOl1kzj1rtNyRsJeLqrGFI8y9V8/xhTJztteD84D25nzu2RC55bPPYJ/xuKUjGuMRZjz9J0U7PqAOb+/JyVj5gr2lr1UvfMnAPZcPv58o9IPXsKzb2Nv5ZBO6jALdmRl+ONSjapqyIoB2wSo+AHdUZkwmMQSwsFDPX+SjsoY17x1Ukb1Qe2UmMNDwpQbKWFNZ3wCqXQyNn87Na/+NnuGaBoLfnYDpniUtkUXsu/iG1M3tFVg402/BmDyy09gb9mbsrGzzfS//QCDptG26EL8048f93i7r7ybhMFA+fv/xLVvUwos1OnBJojIWSj8kaUo8QlSmgy6ozJhEF1u/H56O3YqsobJOjG+pHlLIkHVsqRkfuOZV2fZmEMkTGZ2H6z8mfbCwxjisazYUbb63xRtfYe44GDjl38BhtRG/zqOPZe2hRdg0DSmvfB/KR07WwidjVS//jQAuz52b0rGDFfPovmUjwLoUZUUY7XbicUGVg5PJ1IoQkyz6REVndwimadiIxxMrofKCrr8fZbx7F2Ho2UPqlWg5cRLs21OHxrOvRbFW4a9fX+vM5VpWhdfwtqvPsOW63+MXDopLXPsviq57FPz2m+xdbekZY5MMu2F/8MUj9I593S65p6WsnF3XfV1ACqX/wVH066UjXu0YxMFYpoNOTRwh/t0IQUjqAkR2wSRp9AdlQmCw+MmqtoJ+iS0RIKIAhZd7C2rVLz7FwBaT7gYVcwthV/NJrL3stsAmP73H2SnbNpgoPHM/zdiUbex0DnvDLpmnYwpFmHKP0emM5KrWP3t1L7yKyB10ZQeAlOPo/WEi5PRp7/9IKVjH83Y7CKqZkUOZ9ZRUaQIWAomTI6i7qhMEKyCFc1cQMgvE1FiBzVUdEclayQSVB50VJpO+3iWjRmY+ou+RMzhwd66D1f95ozN69m1GkuoOzOTGQzs/mgyqjL5vz/PnZLsMbL/vOvonHv6uEq4B6PH+al58/cInY0pH/9oxCrYUBO2ZCf7DCJLsQlTmgy64NvEwlZKyL8XRUqWJtvsObj0o6rM+Nv3KV3zX2zdzZiUMK/+Pv9D8kfi2b0GR2sdcZs9o52SR0Pc7mb1nc8TmHIsUW9pRuY0h/0s/u5lGDSVVfe/QmDKsWmfs3XxJdRfcAONZ3ySuJi/DdqinhK23PCTZPQrxfk8AN2zl7D30ltpP3YpSqHejDQVGI0GMHtQMuwgS+HEhClNhjRHVN5++20+/OEPU1lZicFg4B//+Eef/YlEgvvuu4+KigpEUWTp0qXs2qWvj44V0ekmEEggh6PEVUvOrU8aowrHP/xxZv/xGxRuW46jZS+CrxWTcrDdvaZxwkNXUv3mH/JegCpUO5fVd/6FHZ96EFXI3RtGx8LzMuakAMx9+k7EribiootQ5czMTGo0svHGX9J5zFlpecBnnDS2YNhy/aO0Lb54YlynXMHiJqpkLqKiqhqSPHFKkyHNjko4HObYY4/l8ccfH3D/D3/4Q37yk5/wi1/8glWrVuFwOLjgggtQlCwUnk8A7B43SsRKoDuMhojFZsm2Sb1YQt2cfN/5VL73N1Szlc2ff4x3v/8ur/9qD6o1GfmpevtPVKz4OwsfvYZFD38ic8sDaUC12Wk+7arePJB8oHj9axhi6buhlqz7H5MO5lhsvPk3o+7lkzKy2MZgLBijCgsf+bQuyJanmAUnUjhz37mJVpoMaXZULrroIh588EEuv/zyfvsSiQQ//vGP+cY3vsFll13GggUL+P3vf09TU1O/yIvOyHAclNL3tfvBnDshbmNE5pS7T6do6zvEHB5W3f8KdR/+Ct1zT0Uqn9r7hth0+sfZ/qkH0Uxmqt79C2fccpy+Vp4hFvz0epbcdx5T/5WehFNz2M+xP00mze695GY655+ZlnmGs2HOU3dyxm2LckZ8byRULP8r1W/9kRN+cBWo6S9zNYf9zPrjNzn1zlMyMt9Ex2oTGOrde8fGRvbtbEvZfFIoQnwClSZDFpNp6+rqaGlpYenSpb3bPB4PJ510EitWrBj0vEgkQiAQ6POjk0R0iKgGNxE5ApbcEXvTbCJNp30cuaiK5d9/NxmCH4CEycyuj93Luz98j3D5NOzt+znu0Wvy7mY55cUfM+O57yC21WfblBHTU+o6888PYOtqTvn4c5/6GmJHA+HyaWy/5qGUjz8SEmYLNW88jaduQ2+icz4w+b9PAFB/wQ1gGp3U/ljQzFYm/+dxCrevoGT9q8OfoDMkVrsdJWIgHh84qtLapLBvtx9VTU3URQpFiE+g0mTIoqPS0pJMoCwr69u9s6ysrHffQDz00EN4PJ7en5qamrTamXfYytASFsxCbnnTuz7+DZY9toHgpPnDHuufsZhV3/oPccFBycY3mP7CwxmwMEVoGtNefITZz96HZ++6bFszYg6cfQ3dM0/CLIeY87u7Uzp2ybr/Mel/vwFg/Vd+m7WcHdVmp+7imwGY/O/c6HM0HK66jRRufw/NZGb/eddlZE7NJnLg7GsAepfqdMaOTRBQE7Zkk8AjiETiSIqJgFxAa6MvJfMp4QhYvBOmNBnysDz5nnvuwe/39/40NDRk26ScwuYoIKq5sFiz34ywaOObh3rJGAyj6hwcrprJ5ht+CsCM57+LJdCZDhNTTsHOVYgdDcRFJ22LLsy2OSPHaGTTF5LXu+bN31Ow7b2UDe2bsZiGcz7D3g9/ha75Z6Rs3LGw/4LPo5nMFG5fgXtP7juSk175JQAtJ32ESGFFxuatv+DzAJS9/8+0RNiOJmyOHi2V/s0Jg90yMU1ESVTSXJ+anLxkaXIKGnvmEFlzVMrLywFobW3ts721tbV330DYbDbcbnefH51D2D1upJgHq5jd0mRH405OeuBDnHnzgjHf6BrO/Sy7PnoP735/+aicnGzSs6TQcuJlaNb8Cr36Zyxm/9LPATD/119J2ZJbzFnA+lufZst1j6ZkvPEQKSin+ZQrgUNLKrmKSQ4lK+CA+ovG3yV5NIRq59E1+xSMmkrNQcl+nbFhEwXiCRuK1L9VRSggE9ccFE+eRXunhVBw/IUkydLk3Iqoj5esOSpTpkyhvLyc119/vXdbIBBg1apVLFmyJFtm5T1Orxs55kGwZ/GLqmkc+7PPY4oqhCumESkY3PEcEoOB7dd8j+CUBam1L11oGhXLnweg6bSPZdmYsbHt098jZnfj3b2G2tefGtdYxRte7+vspLGsdjTsu+jLAFQtewZz2J9lawanatmzWOQgoaqZdCw4J+Pz119wAwC1//t13lVK5RJJLRV3Ui32CKSQDLYSiqvKkdUymvaNL3KsqhqSBDZH7koijIW03jlCoRDr169n/fr1QDKBdv369ezfvx+DwcCtt97Kgw8+yD//+U82bdrENddcQ2VlJR/5yEfSaVZWMMSiFK97lfm/uJGzvjwHYzQ9Jdh2l4MZJ5+BtzR7ob9Jr/yKoi1vH2w298uUaTJ4d75P2coXUzJWOijc/h5iZyMxu5v2RRdk25wxES0oY8cn70cprKBr9thfGKqWPcuSby7l+Ic/kXMVNl3zTidQOw9zRKL6zd9n25xBUQUH4fJp1F/whazomjSfdhUxhwdHa13S6dQZOyZPsqP9EQQDKmahELPFhLVwJs2N8riSamUpSlyzIeSi2Oc4SKsy7erVqzn77LN7/3/77bcD8JnPfIann36aO++8k3A4zA033IDP5+O0007j5ZdfRphA0u9mKcC839xGxYq/YTns7a144xu9iqViWz1ySW3KbkYOd/b6ygjtDcx5+k4Atl3zEHLZ5JSMW7B1OafcexYxZwGvLzgH1Z475dc9VL31DAAtJ1+OZsl+jtBY2XfxjbScckXyOzkGite9ynGPfRYApbiahDH9lSqjwmBgz+V34N63kbbjc1M1GKDxrKtpPOOTWXP0VJudfRd9GUuoa8zfBZ0kZsGJLPV1QLREglAwgViSvJeV1FTTusFDW7Ofiuqxyd/3lCYLzokVUUmro3LWWWeRGEJh1GAw8MADD/DAAw+k04zsoWksfPQaylclowCKt4zWEy+l5aTLekO5JinIaXcuIVw+jU1femJEVTE5SyLBgie+hEUO0jX7lN4QeyrwzTwRqWwKzqZdTH/hYXZcnXvfGdUmEhedHDjrU9k2ZVwkzJY+D6aiTW8RKSgnVD172HM9u9ew+PtXYIzHaDz9E2z53I9yUuX0wLmfybYJI8NoJGG0Zm367dd8L2tzTyQsgoAi9d0WDkaIxG143UlHxel10WidQvO+DeNzVBL2CVWaDHlY9ZNPTP/7Dylf9SKq2cqqb/2HV59uYuNNv6Jt8cW9iZbe3asxh/0UbX2XU75+Zl5pbxxJyfpXKVv9b1SzlQ03/yalmg8Js4Vt13wfgKn/+BG2zqaUjZ0qtl73CP/7fSsdx5w9/MEpQA7L7Fy9Hjksp22Ooo1vctK3L+Tkby5FbN035LHeHas46f4PYZZDtB97LutvfTpn8lLyCUuwi6q3nsEY65/ToJOfWEU7ikKfZZ2gTyamitjdh6LDnorJtHeYkEJj+90r4QiYPROqNBl0RyWtWP3tAGz+4uO0HX/RgDftzgVn8+bPt+ObtghrsIvjf3BV3t6gpJJJNJ3yUfZdfCOhmjkpH79lyeV0zV6COSIx60/fSvn4qUC12TMiyqWqGvs3rsUeeY/mPXVpmyc4+Rik8mmInY0s+ea5VL/+NLbu/jpH059/iNPvOBmbvw3/1IWsvufvebH8VbTxTY7/wcdyyvGteeN3LHrkU5x4f44sSyUSeLevZM5Td+hJtWNEsAuoWl8tlXBARjN5sQqHImbFVRVIajmNY0yqlcPRCVeaDLqjkla2Xvcj3vnhCvaff/2QxyklNay++29EnQUU7PqAuU9+NUMWppZw9SzW3P08W6/9v/RMYDD0jl372m9x7t+SnnlGiUkKJjU5MthI8cCO3Ti0jZSVJoh1b0tb07Oou5gVD7xKuHwqjpa9LHzsWs7/TAVn3LKQWc/c1/uZW0+4GM1kpuGcz7Dy/leI2/NDNmDWs/dRufx5al/9TbZNSZJIMOnlXwDQfOpVWTYmiSkqs+Rb5zH9hf+jaOs72TYnL7E5ROKaNelIHCQcVMBa0uc4s8WE2TuD5gPhMSXVShLY7BMrPwV0RyXlGGMRDPFD9fK+2SeP6Dy5bDLrbktqJkz5z+NULXs2LfZlhDSG+7vnnELzkiswaFrKFVTHSsWKv3HmbYtY/L3+Pa3SQVdzO/H2VcyYbWf2okm4ba207tuftvkiRZUs/8Fydn78m/imnwCAp249RZve7M0/CU5ZwKtPNbL+1qeJekqGGi6n6MmjmvTyL/v83WaLoo1v4mzcmcx1OvPqbJsDJKOEjad/AoCaV3+bZWvyE6vQo6VyyFEJBRPYHP1bnZRNqqUzWMLWNftH5axoiQSSlJTsn2jojkqKmfvk7Sz5xrkDhseHo23xxez82L0ATH3x0bwJs5a/93eO/cl1w+YwpIpt1zyEUlBO+8LzMxrFGIzqt/4IJBVY040iKbTtXEVNRZBJM0ux2cxUVlkIt24nHktfT6RIQTk7rn6Adx75gFd+38ra2/7Ano98rc8xUW9p2uZPFy2nXEHEU4rY1dSb9J5NJh+Mphw481M5Vdm2f2lSvr9y+fM5rT2Tq5hMRjC5eh2VaDSOJBsR3f1/x06vi8KZZ7Fnv5dN7+8bsbPSU/Ezkbom96A7KilEbKlj8su/oGjrO7j3bRzTGDs+eT/bPv093nvwjfxIRFRVZj/zDWpf+y014xQIGynhqpm89pt69l1yc9YrSoTORoo3vgHAgTP+X1rn0rQE9RvWUuLcy5zjazEe/Ow100twmA7QfiAzeRZRbymNZ3+K1pMvy8h86USz2HqFzSb/5/Gs2mLraqZ85QtA5pVoh8M36ySCNXMwRWUq3/lzts3JTyyeXtG3kF8hqoo4BnBUAEqqyimaeQ51jSVsWjUyZ0UOH9RQceqOis4QTHvxEQyaRvtx5yXf9seCycTuq+7Jqbepoah65zlcDduIOgvYe9ntGZs3YcleyebhVL79HIZEgq45pyKXT0nrXI079+DQNjJvUSU22yFlAadLoLw8ge/ADjQt+xGmfKP+wi+gGU0Ub3oLV/3mrNlR+9pvMapxumYvITDl2KzZMSAGQ29Upfa1J7NsTH5isrpQ5KTDEfTLxFQ7omvwfJKiylJK55xNXXMZG1bUDdp9uYdwUCGeELBluX1KOtAdlRRhDXRQ+2ryD3j3lXelZlBVpfaVX+Ns2Jaa8VKMIR5j5p++DcCey+8gPsB6a1rRNCqW/5UTvndFyvrSjJaeZZ9MaKdI7XuorjFSWNJf0K92Riki++hqaUu7HblKPBZn+4oVNNeNrlGpUlxNy8kfAWDyv7MXVXEe2A5A/UVfypoNQ3Hg7E+jmcwU7Hw/qw5dvmIVReSDSgLhgAy24uSS0BAUlBVTNuds6lsqeP+tPTTs7ejnsEQicXZtbmLvziDYyidcaTLojkrKmPzvxzFFZXzTFqWsL8fcp+/k2MdvYN5vbs2JXIwjqX7j9zibdxPxlFB3yc0Zn9+shFjw+A1UrHyBqrf/lPH5nfu34Klbj2a20JTmCg05LGPS2iksG7iapqDIQUlhhM763Wm1I1fRtAR7N2zAqa0l3D36LrT7Lr6JUNVM/FMXpsG6kbHu9j/w5uNbaTrlo1mzYSii3lJaF38YqXQSQmdjts3JO6yiSCRqSPbjCcUwCSNrtOotLaTy2KW0xU9h7Vojy1/dy67NTQR8Mrs2N7H8tXo2b/cScZ3HlIUnpcX2oYRbM4HuqKQAkxJmyks/BQ5GU1KUN7HvQ19GNVspXfc/yt7/V0rGTBWGeIwZz38XgN1X3IUqZl62P253s+fyOwCY+dz9Ga/aqFz+VwDaFl2U9u7O/vYuBHOQguLBr3PN9CLM0d34O1LTLj6faNi+C0FZjdsho8ZGL4DXOf9M3nx8G/svvCEN1o2cUM0cNFvuhu433PwbXv/V3rztZZVNbKJAXLUiS1ECQRCcI1/edxW4mXnC8VQdfxlhcSmbtxfw3pvtbN7hQXEsZcrJlzBp7sw+miypoiHk53nfe7SnUVhyOHRHJQVUv/kHrMFOwuVTaVlyRcrGlSqm9eZ9zHvy9pwSgqta9gyO1joinlLqP5S9UHXdJTcT8ZTgbN5N9RuZbTC362P3svJb/2XXR+9J+1zh7i7cLrVPbsqRlFZ6KPIEad2XPgG4XKR1fxPxjhXMmiPgLfZAPDT6QQyGrCWvWwMdWH35sWQXcxXmR5J/DmKzi8QTVrrbQ0RjNuyu0ech2l0OJs+fzbRTP4w49VKmnHQJk+fPSouDAtAiBfn5lvdpjfv4w8btaZljJOjfuBTQcO5n2XDjr9j+6e+RMKW2fdKuq76OUliBo2UPU/7545SOPR5aF3+YnR//Jjs++e2kGmuWUEUnu69M6qnM/Mt3MMTSI3w2EAmTmfbjLxyxVs54iIca8RYN3b/DaDBQUmEnITWn3Z5cwd/RjW/vcqbUKkyZVYbVZgE1PObxjBGZmteeomDbeym0cmimvvgo532umul//X7G5hwvhliUwq3vZtuMvMJmF4mrVrpa/URVEbtn7AUTZouZkqpyrEL61J87FImfbVlFKB6l1Ozhiydkrw+d7qikAM0qsP+Cz9N0+sdTPrZqd/X2uJn5lwexdeXGQyjmLmLH1Q9kNZrSw76LvoRSWIG9rb43oTndZDK6JYclTFo73iGWfXpwuESMmj9tSrW5hByWad76HtUlbcxZWAOAVbCAKo1J1RNg1rPf4riffI7pf30olaYOiiEWpebVJzHGY4QrZ2RkzvFiDvk473M1nPL1M/VclVFgMhnB7CLQHUQ1uBDsuds40B9ReHzLKvzRCOWik0s9J2K3WLJmj+6ojIdEIiPVJgfO+hTdM0/CLIeyr8aaSORcYq9mE9n10a8DMOMvD2KMKmmdz7t9JUuvrWbGX76b1nl68Ld3I5hDA1b7HInTLWA2yUiBMSx/5BlNu3ZTZN/LgpMn9VZPWAUzZmOMqDI2R7Kn3UXZ6n9jb9mbMlsHo/qtPyL4WlEKK2g58dK0z5cK4k4voapZGDRNV6odLWY3mqqBNXfFEUOxKD/bsooORaJYsHPTvJMQs9jBG3RHZVwUb3ids2+ck/7cCKORTV/4KZ1zT2ffh76c3rmGofLdv3DKPWdStOmtrNpxJPsv+DwtJ13Gxpt/k/ZmeFP/9WNsgQ4cTbvSOk8Poa5O3G4Vq3X4ZUWHy4bNHEEKTWxHRZEUVP82aqe4++TtCKIFozFGbIyOSrhqJm0LL8CQSPQmyKcNVWX635LR0j2XfZWEOXtvrKOlRyRv0su/yInWA/mCyeYmronYnN5smzIgMU3lia3v0yKH8Fht3DjvJDy27Ed+dEdlHNS88TucTbso2LEy7XP5Zyzmve+/jW9WesrPRoSmMePP36Fo6zsUbnk7e3YMgGax8cG9/0h2qU6jWq3Q3kDFwWqfvZfemrZ5DkcNN+ItHNnNwmQy4nCCMsEdlZa9+/AIbVRPK+6z3SpYMBniRCNjX5rr+b1OevmXY2qFMVIq3/srzqZdRF2F1F/4hbTNkw6aT7sKxVuG2NVExYq/Z9ucQTHEorj2baLynT8z89lvcfwPPsbc334NS2Bs3YnHi0UQUTQPgjPzVZIj4X8H9rA/5MdhtnDTvJMoFnJD5VZ3VMaISQn3yl03nH1Nxuc3qPGMz1mx8gXc+7cQs7upu+QrGZ9/NJgiUlrGnfyfxzFqKh3HnEVg6nFpmeNwpGAYs9ZBQfHIE++cDgOxcH6XKHc0tbJz9boBc01ikRiRjq1UT7JjMZv67LPazJgMMWKRsefotC+6gK5ZJ2OKykz/2w/GPM6QJBJMf/57AOz98C1ZKe8fD5rF1utcpT3yNA6KNi/jrK8s4PiHP8Gs5x6gcvnzTPvHjzj7y7Opfv3pjC9jW0URKeIdU8VPummVQrx2YA8AH592DOU5pI6uOypjpOz9f2FWwoTLpmQ0ymGSgsx5+i7OuHVRZkOuiQQz/vwdAOo+fAvxHA1domlM+9sPWHptdcoVfU1KmEmv/AqAvZfeltKxByPQ2Y3NHKKgZOSt2x0uEaIdabQq/fhb2xCUD2jYtrPfvpa6ety2Zmqm9+/SbDQYsAkQU8aRp2QwsPP/3Q8klzbSkcDubNyBo2UPcdHJvotvSvn4maD+wi+imcwUbluOZ8/abJszIKHaucQcHrpmL6H+vOvYds1DBCbNxxboYOFj11Ky/tWM2uMuKsDkrMHhzR0nAJKCbn/eu5l4QmNuQQnHFZVn26Q+6I7KGKl6+1kAGs/8fxltjGcgQc3rT+Ou38Skg51WM0HF8r/iqdtAXHRmbMljTBiNFG57D2uoO+WKvtVv/B5rqJtw+TRaT7g4ZeMORbCzA69HG1F+Sg92t4CJEIqU3qTidBJXunGLftSuVbQ3Hlp+icdUwq3bqay2IggD53RYrRCLjq8qq/248+iacyqd88/CpIy93HkwQtWzee039ay++29JbZI8JFJY0avIXLL2lSxbk8S1bxOLHv5kb1WeUljJy892s/yH77Hx5t+w+6N38/aja9n62R/SvOQK2o87L6P2OdxOZp+8eFjp/EzzQXsju/ydWIxGrpo6H0OWm70eSW5drTzBEuikdM1/AWg88+qMzh23u9lx8G1v1p/uxxzypX1OYyzCnN8l+xft+cjXcv7GuuVzPzqk6PvBS6kZNJFgyks/AWDvpbeAyTTMCalBk5rwjDA/pQenW8BilJGD+ZmnomkJiHRQMbmU2kqJrj2rkMPJpby2/Qdwmg8wacbgVROCYCA+jhwVAAwGVt7/Cqu+/V+kyunjG2sQYu6isTcvzRF2fuJbLHtsPbuvSr/o4XBUvPs8p91xMlXvPMfMZ7+d3Ggw9HuRTJgt7LniDlbf/dfefQY1jrW7NcMW5wbhWJQX9iWjzxfWzMiZvJTD0R2VMVDx3t8wqnH8U44jVDMn4/PvP/96gjVzsAY7mXFwnTudVC17FkdrHUphBXsu/1ra5xsvUuV09l6WXJqZ95vbUqN5YjCw+p6/U3fxTTSc89nxjzcCkvkpnRSMoCz5cOxOG1ZLJG8dlYgsYzaEcbgF5iyqodTVwP4Na4jH4gSatlNZacDuHLyyy2ozQTw4bjtUYeTLbaPBXbchLeNmg3D1rJzo9Fz+3t854YcfwxyRaD/uvJHdpw46KWL7fk6550xOeuBDGRWMzBX+Wb+dUCxKuejknMqp2TZnQHRHZQwEa+fRePon2H/e57Iyf8JkZutnHwZgyr8eQ2zdl9b5Gs75DGtv+wObr38sbTfvVLPrqntTrugbqpnD5i/8FDVDSWb+ji5s5uCoHRWjwYDTaUAO56ejIvlDWIwyTreI1Wpm3gmVOA2b2bFyJXbqqZ3RPzflcCzjVKc9EltXM/N+cxtC++i6Mg+Ed+f7nHnLcSy595ysdfxOF1Z/e1aS/D2717DokWT38vrzP8+qb/1nVL23EkYTzsbtePesZdaz96XLzJxkb6CL91qT3+tPTD8Gc462R8hNq3Kc7rmnsvaOP7EvCx2De2g74UO0H3supniU+b+6Ob3Z60YjjWd/iubT0tshOJX0U/TtbBrzWK59m1Jl1qgIdXXi8Wj9KltGgtNpIi51pcGq9COHQlitMeyOpMiUt8DOzDlOHGynvCyO2zt0aNpqs0A8nFxCSgHHPXYtU//5Y2aMV61WVZn7VLKJplQ6KWPLh5lg7m+/xtLP1VC+8h8ZnVfobGTxg5diisq0Hn8Rm77081G3MVGKqthw028AmP73H+acRlQ6+cfBJZ8lpTVMc+fukr7uqOQrBgObP/8YmtlC0eZlaVHRtHa3piWRMFP0KPoaYlE8+8YWbi9d81/O+soCFvz0+oyXMmrhRgqKxtZJ1+4SINKRsod1JlFCIZxHBO4mTS9h/gKBmQuqhj3fJlowGWPEo6kJ4/fkX9S++ptxOa3T/vEjira8TVxwsOvj30yJbbmCahUxxSKZLVVOJDj+hx9H7GoiUDuPtXc8N+Zeay1LLqf+/OsxJBIsfPTTWEL5Xd4/EvYFfdQFfZgNRi6ZNDPb5gyJ7qiMkin/+gnO/VuzbQYAodp5rLvtD7z1sy1IFdNSPv4xv7yRc744g5J1/0v52BnBaGTdbb9n5YOvJ4XgRok55Es6KIAqujJa3RUOhDAnOkfU32cgHG4BsyFMRM5ea/axoipdON39Hzi104qHzE3pwSYkHZVU9TvqnH8mLYsvwRiPccL3r8QsBUY9hnvPOmY/8w0ANl//GFJ5buYCjJX6i5KlykVb3qZo45sDHpNIJGiXw3QpKdI4MhjYfP2j+Kccy/vffIm43T2u4bZc9yihiumIHQdY8PgXcq5VSKpZ1pTssr6ouAK3dfCEfbF9P2Iwu929dUdlFDgbtjH/17dw5i3H5ozH3XT6x1FKalI+bsHW5VS+9zdsvlaUwsqUj58pwlUz6Zp7Wu//TfLI8zbmPXkbYlcTocoZbP90Zvr69BD2B7GZw3iLxpYT5PKKWEwykj+/8lQ0LQGxTuzOsUWS4KCjQoyonLry7A23PIVcXIOzaRfHPXbtqB5ipojEokeuxhiP0Xzy5TRkKbctnShFVdRf+EUA5v32q6BpxDSV9Z3NvLhvOz/dvJK7Vv2PB9a+xbfWvMmvtq1mf8g/7nn9Mxbz9o/XIZdNHvdYquhk7deeRTOZqVz+/IReAvJFFNZ2JvWBzqqc0rtdaG/glLtPR2yp69026b+/YMbmFzJu4+HojsooqFqW1E5pW3QhMWdBlq3pT8m6/1Gy5uVxj2NSwix4InnT2b/0OoKTstfeO5W46jZy9o1zk4qUw1D6wb+pff1pEgYD67/yFKotsyV7SiiEYBudfsrhiKIVmzWGnGdS+kpYwkyy4mes2AQzRmOU6DjUaY8k6i5m9d1/RTNbqFjxd6b+45ERnzv7d3fjatiGUljBxpt+ldHIXCbZ+clvEbO78exdh/SPR/nOmrd4cvtaXmvcw05/J7Iax2wwYgA2dbXy8IZ3eWLr++wNjC6XqvSDl3DvWXdoQwqvp3/GYuov+AJds5egDRFlyHfebalHSySY5i6kxukBQOg4wCn3nk3R1ncRfIe0i6TSySSy/J3VHZWRkkhQ9fafAGg84/9l2Zj+VLz3N07+1gUc95NrxxftSSRY8PgNuOs3o3jL2H71d1JnZJYpX/UPxI4Gjn38BorXvzbgMcZYhGl/f5hF//dJAPZedjvdc0/NpJkAyKEg420H4nKCEhp/mW4mkYIhLEYFp2fsDwmTyYjFAvFIagXvfDNPZPP1jwFQ+9pvR1zK2njm1YQqprP+lqeJuouHPyFPkZyFvHrhjQCc8deHkMM+PFYbp5bV8olpx3DXsafxfydfwNcXnsnikiqMGNja3c6jm1bwyMblrGo7QHSYSijn/i0c//AnOO2uU/DsWp2Wz7H1uh+x/AfL6Z69JC3jZ5uoqvJuSz0AZ1VOBg46KV8/C0fLHsJlU4h4y3qP33/hDWw6+YZsmNrL2F7XjkJc+zbhaNmDahVoPfHD2TanH60nXEywejauA9uZ95vbWH/r02MaZ/K/f0b1smfRjCbW3PU80YKy4U/KE3Z97Bu4GrZS9c6fWXLfeXTNPoUD51xD02kf642QGWMRpr3wMBY5SNecU7PnqEU6sFeOrwu03WlB9eVX5Y8SDGGzxRDF8bWVt9kMSClKpj2c+ou+iCGhceDsT5OwDGFjIoFBU0mYzPhmncRbj2/Nq+7Io+VAOMBT29fin7KYBe5SvEqIm4walcefjcXYt7qp3O7kmpnHcVHNDF5t3MP7bQeoO5jY+fe6rZxUWs0pZTX9es2YQz4Wf/cjmJUw7ceem7ZeW+nuvp5t1nQ0Eo7HKLSJLCgsR+hsZMm9Z/c6KSu+9xZySW22zeyDHlEZIeWr/gFA+3Hn52QDMc0qsOHmJ0kYDNS88TtmPvutUSeDeXe+z7wnbwdg67X/R9e809NhavYwGll/y9M0nv4JEkYjhdvfY8HPv8h5n6lg6ouPAknl383XP8a6W55i+UNvo9nGnisxVlRVg3g3Dtf4Qs92lwDR/Kr8UcIhXCn48xJsCWIpjqgAYDCw7+IbexM3TVKQeb/6Sp9qIM+uD1jyjXN6mw4CE9ZJSSQSvNeyn0c2LqdNCWMVXfz1S7/krV/uZtIZV/VzUg6nRHTw/6Yv4IETzuGS2lkU2kSkeIw3m+r47rq3+d66Zfy7fgcNIT8JVWXRI1fjbN6NVDppXBU+I8US7GLmn+7HVbcxrfNkkkQiwZtN+wA4o2Iy9q4mltx79sHrOpkV330z55wU0CMqI6bioD5Ay8kfyaodQ9E95xS2fvZh5j31NWY99wDGeCyZBDrC9cXgpPk0nvFJjPEYdZfekmZrs4NmFVh7x5/Yct0jVC17lpo3foe7fhOhyhm9xzSd+cksWghyMIzVJOMY5xPb6RIxGyXkUBiHO/ec64FQlS7sxeO/LVltJhK+9HTQPpzqt/7I1Jd+ytSXfkrXnFOJeMuoWPF3ANz7NrHnijsnbK5DRI3z5z2b+aC9EYC5BSVcM+M4HBYro3GN3VaBC2qmc171NLb52nm3uZ6tvnaapRDN0m5ePrCbr6/4M2Wr/0PMIrDsa88Rz8AS2rwnb6fmjd/hbNjK2jv/nPb5MsFOfyfNUhCr0cSS0moWfXMpzqZdSKWTeO+7byKXTsq2iQOiOyojwBLqxt66l4TRSOviS7JtzpDsvfyrJIwm5j95GzP++hDGeJSt1z48tLOSSIDBgGqzs/7W3yW7Mk/QhL8eIoUV7L38q+y9/Ku4964nWDsv2yb1kszTkHF6xnczdhWIWIxdSMFQXjgqmpaA6Pgqfnqw2CwpkdEfDv/UhTSdciXlK/9B4bblACQMBg6c9Sl2XP2dCeukNIYDPL1jHS1yCANwyaRZLK2ahvGI+0bJuv8hF1UTqp077JhGg4F5BaXMKyhFisfY3NXKhs4W5i17hhve/gMAd57/ZV7o7KRi3TJmeoo5rXwS5fb0fLf3fOSr1LzxOyqXP8+OAw8Qrp6VlnkyyVsHS5JPKq3GbrZQ9+GvYAl388HX/5GSyql0oTsqIyDmLOCV37fh2buOqGdo+e5coO6yW0mYLRzzy5uIeEoGdToMapza//2Gqrf/xIrvvJYMTxsMQ6+9T0DStdY9VpRQCPs4Kn56sNnMiEIcJU96/ihhCbNRGlfFTw82wQJq+iMqvtkns+buv2LrbKL21Sex+VrYf8ENOdH/ZiR0KRKbu9uwGE1U2V2U211Yh1DMjaoqLx/YxeuNe9ESCdwWG5+dtZAZnv6S9dOff4g5f/g6oaqZLH/oHaLewRtJHondbOHE0mpOLKni2H8nK6z+e/ZnWXXiZSAFD0ZbQrzdvI9ji8o5v3p6b/VKqghOPoaWEy+l/P1/Mv1v32fDLU+ldPxM0yKF2NKd1EM5s2IyGAw0n/pRmk+5MudfTHVHZYQkLFZ8s07KthkjZt/FN9I1+xQC0xb2bpvxl++ieMvpmnc6jqZdzH36DlwNSQnl6jf/MCH1HfIRORSkNEXthJxO6ArmR+XPoYof77jHsgpmjAmFeCyO2ZL+21ykqJJdn8gPtdlAVGFdRzNrOpqpC/atEDQAJYKDKoebSS4vU1xeapweLEYTO30dPLdnE+0HBdsWFJbx8WnzBxULO3DONUx6+Rc4G3dy8rfOZ8V33xy9rIPBwMbbfk/noguJn/1p7jEYCMei7Ap08n5bI5u6Wlnf2cL6zhbmeEu4sGY6U1MoBb/rY/dS/v4/qX7zD+z8xLdyOuowFIlEgr/VbSEBHFNYRtnhHZJz3EkB3VEZFoOmQsKYF7/MIzncSTFGFWY89wCmeN9KiKiriB2f/BYHzv50ps07aonHVELdfrylg9xQU1Dx04PDaYWOjpSMlW6UYAibdfwVP5CMqBiNEhFZwWzJ/WWvVBPTVLZ2t7Olu41gNIKsxpHjMeR4DF9U6c0hMQDT3IWYDEYapQChWJQ2JUybEmbdQUEwk8FAqeikWUo6vG6LjY9Nm8+xReVD2qAUVbHyO69xyt2n46nbwIn3f4iVD7w6omKEwq3v0jX7FDAaSZjMHDjnmt59DouV44oqOK6ogqZwkFcbd7O2vZltvna2+do5vriSyybPpiAFifC+mSfSfuxSSja8xrQX/o/NX/zZuMfMBhu6Wtju68BsMPKJolLO/vJs9l56K/svuCHtScmpIPctzDKz1z3LmY/cT90lN+d1gqkxqrD38q9RuOUdvDtXAVD34a+w66p7iTu92TXuKKOjsZm2XesQTj0Pwd73bTRVFT89ONwixLtQVQ2TKbeL/JRwiIIUNee2iRZMhhgxJQrjU1bPG3qck/UdzWzqaiWiDa5JMtnl5fjiShYWVeCxHfquBaIRmqQA+0N+9gV97At2E4xFe52U08pruXTSbMQRVjGFK2ew8oFXOeXrZ1K4YyWLv3sZ79/370Fzd4wRmcn/eZy5T99JwzmfSTYLHGIpqtLh4jMzF3Jx7Sz+17CblW0NrOloYlNXK+dVT+OcyqlDLmWNhN1X3kXJhteofvP3bPvM93Oy6nMoImqcv+9Ntn1ZWjWVJS/+CGfTLia9/EvqL/hClq0bGbqjMgzTN/8DR8serMHObJsyLuJOb68MvDGaLNvMt0S/QKefQEcH1bNS39cok0RlGYetC39HF0Jt3/YEcjCMxTj+ip8enB4RqymIHAzj9KZoPSlNqEonjuLUlPHaRAtmY4xoJJKS8XKdcCzKTzavpEk6tMzntQocV1RBhd2JaLYgmi3YTWY8VqGPc3I4bqsNt7WE2d5kLl4ikaAzItMQ8lMi2KkeQx5IcPIxrPr2yyz55rmUbHyDOU/fyZYbftLnGHPYz+T//Jyp//wxNn8yj0KzCCOOZBcLdv7fjAWcXjGJv9VtZU+gi3/v38l7rQ0cV1TOdHch09yFOMaQf9ex4Bz8kxcQmHIcZjmYd47KKw276Y4qFNpELjdoTP7PzwHY+rkf5U0Hb91RGQKDIjNle1KSPpfLkkdLvjkokKwIadq+DkO0nfjUyZgt+fEHNhAxRcFu7iLU2UnZEY5Kqip+enB6BCzGNsKBYE47Kr0VPymKJFnMJkxGjfhR4KjENJVfb19DkxTEcTAJdWFRBZNc3n5VOKPFYDBQLNgpFsbXQsI380Te/+ZLnPTtCwlVz+7dbm/Zy7wnb6do05tYDjZ7lEonsfvKu6m/4AYwji4KWOP0cMv8k1nb0cyL+7bRHZF5s6mONw9Wu1TaXZxYWsU5lVMxjPTaGI28/ejavHmoH06LFOKNpr0AfHTKPI79xRcwqnFaFl9Cx3FLs2zdyNEdlSFwf/A6lpiEXFyDf+rC4U/QSRsdjS2I2m40s5GwP4CnOPd6LY2UeFTGbJCJhxqAY/rsU0Ih7ML4K356sJhNuJwaHd3d/ZyiXEIOhTEbJZyu1PVUEgTwKxPbUdESCf6wcwN7Al0IJjNfmX8ylY7cXOvqnH8m7/5wRZ/KyZL1r1K+6kUAgjVz2f3Ru5OCjOMQyDMYDBxfUskxhWVs7Gpht7+L3YFOWuUwTVKQf+zbjtFg5OzDmvENSx46KYlEgr/u3YKaSDCvoJTT2/ZQvupFNKOJbdc+nG3zRkVOLFo//vjjTJ48GUEQOOmkk3j//fezbRIA3mX/AKDlpMvyMpl2oqCqGp37tlBWGkEwy4R94++6mlXiQWyiDbPWQTjQt3Q4FT1+jsRTYCYebk3toCmmt+LHm7pon9XK/2/vvcMkOct77buququqc/fkvDubtauVtFqlVQCEZCSQjYWBY6Il0IGDDZ8BcbCFMRIYywKDsXE4xtgHsEFEg8DWIUhIIJTDSqu0Oc7s5NA5VFV31/dH78zu7KSemY6j976uua7druqqd97prvrV8z7P7yFrrm6h8uPj+3huYghFknjflp01K1KmiK27gExj5/T/o70XcOitf8ZTn/wJv/6HFwutCUrk4qsqChc1d/K2Ddv58wtfw19dfC2v7y4YO95zbC/7I0tPMvcfe56Oh+vD/G3PxDAHooUE2jf3bmX9Kfft/mtunhHVqgeqLlS+973vceutt3LHHXfw7LPPcv7553PdddcxOjpa3YHlcgR/81/A6lr2qUfG+gfxSEfZsK0dnw9SsXoXKgka20PoapLo+Fm9eIwJ3L7S9hrxh7xI5giWYZX0uKUkE0+gq1l0vXRW87pLJmeW30ulWjw4cHR6SeNdG89nU7B8bq2R0Un2PvoYWWvhpoFLPu7mS9n/7jsZufSNS17mWSo+VeP13Ru5tKULG/j6gWcZSyeLfn9o/+O8+sMXcN4/vR/FqO3PlZHL8qNjhQTa3+paT1cmTtsT9wBw7I0fqeLIlkfVhcqXvvQl3ve+9/Ge97yHrVu38pWvfAW3283Xvva1qo5r349+gTM8RlL385+hLh4cOMqDA0d5cWIEe4k9dATLJ5fLEz7xIp0defxBN/6gSi5VZRG7ArJWDslO4fZohIJ54hNj09sKFT+TuL2lzSEKNnnQlCSJGo5EpRMJvCVOoXGqDsgVfyOqJ54eHeCe4wUPpN9ds4WLmjsXecfyMTMGQ/seR8sdIp2o7/mUJInfX38ua71BUlmLf93/DJlstqj3hjddSrJtHc5UjPZHvl/mka6MX/QfJmJmaNRcXNu5HiPUxsN/8zR7b/o88TXnVnt4S6aqQsU0TXbv3s21155O6pFlmWuvvZbHH398zvcYhkEsFpvxUw4eDdvcfcH1fOfcq/lh/2HuOb6Pe47v46v7n+FvX3ycvkTtXvRXEyPH+vA5TtB7TsGzwRtwI2XHazo6sBBmJoMim+hulWCjG1Inp5sGTlX8eEvgzHomXp+OS8sQnwwvvnOVsI2JgudLCVE1J2Trw5V3KTwzNsA3D+0BCg6j13SuK9u58nmbYy88T6PrCE45XfdCBcApK/zPLTvxOzWGUgm+eWgP+WIePmWZvte9D4A1v/hqmUe5fEbTpxNo39y7bbo8O7Z+B0fe/CfVHNqyqapQGR8fJ5fL0draOuP11tZWhoeH53zPXXfdRSAQmP7p7u4uy9jaLtvBz9/3V/zgDXdwUXMHFzV3cGFTO6qscCwe5ovPP8J3Dr9A3Frda+DVJGtliQ28RGeXhPdUNYg/5EZVUiSj5RGo5cZMZ3BIFprLSWOrH1WaJBEuiN7TFT+lr8oKhmTSsdossc/l8iWt+JlC1Z2QTxeOXwPk7DyHo5M8MdLPRGZ5SwfPjA3wHwf3YAO7Wrv5vd6txVevLIPhoydwGc+zdUcrmprDTKfLdq5KEtB03nfOThySzAuTIzw4cLSo9/VfczN5xUHD/sdndMyuFQoJtHvJ2TZbQ82c29ACudIu11WDuqv6+cQnPsGtt946/f9YLFYWsfLb53XQZnbw0EOwadPp1yNGhp+c2MczY4M8NtLPc+NDvHPj+Yu6NAqWztCR4/jVPtZt7Zp+zRvQ0ZwZEpEowZbZ/UVqHSNjoMgWukvF7ZVwa8PExifwNwYLFT+u0lX8nIk/5IaBQfJ5G1murcTw2PgkqiNOoLG0lVwFLxUDM2Pg8qzcpXQ5pLIWe8OjvDw5yt7IGKns6UhgjzfAjsZ2djS101hE+e/ZIuVt67evuPx4IeLhGImTT3LOJpmW9gBH94+TSNd2bsZSWOsL8dZ12/jOkRf5af/Bov4ORqiN4Ut/l47HfkjPff86yw+m2rwwOcK+yNipBNptSLbNq27dSWTDRex/152YodbFD1KDVDWi0tTUhKIojIzMrEgYGRmhrW3uG7+mafj9/hk/lSSo6dy0aQcf2b6LLo+fdC7Lvx98jhPxSEXHsdrJ5fIkh1+mq0edYakuSxKBAKTKtORXbqxMBqczj8MhI0sSoQaJ5GQh5yadSOBxlyf/KdjoRVViJKO11/cnMjqGz5UiGCpdaTKApjuQZQurCiXK6azFf53Yz58//Uv+/eAenhkfJJW1cDucrPUGkYC+RJSfnNjPp3f/is/veZh7TxzgWDw8YxkiZ+cZTiX49eCx0yKlpfwiJWtlOfnSU3Q0jbFhWzsAHo9MNlV7n5+VsKu1mw3+Bqx8nh+eSj5djL7r3g8U+qPVUlKtmctNJ9C+trOXFpeHlmd/TuDY83Q8+gNyWmm/X5WkqhEVVVXZuXMnDzzwADfeeCMA+XyeBx54gA996EPVHNqirPc38PHzr+Rf9z3DS+FRvrrvGT5+/pUE53F8FCyNdDyJKkdo6QjO2ub1a9gTtV1uOx+WYeA9o6gn2OSFgZOFagpjHE97aSt+pgg0uFGVUeKTYXyh2iphNSN9NK8t/fdGc6koUmXdaXP5PI+O9PGz/kMkrEJfrTaXl3MbWtne0MJaXwhZkoiZBs9PDPPcxBCHoxOcTMY4mYzxi5OH8TpV1vlChI0Mw+k4Vv700tVlLV28bUN5RUoyluDkvv2E1ANs3dk13XpBc6mQi5TtvNVAkiT+x/pz+dyeh3lxcoSXJkc4t2HhqMPY+deSalmLbKbxntxPdP2FFRrtwtw/cIRJI01I1Xld1wYAev/7ywD0/db/JOeuXcPHxaj60s+tt97KTTfdxEUXXcQll1zC3/3d35FMJnnPe95T7aEtiixJ/MGmC/jbFx9jKJXgX/c/w4fP3bXi3hKlZM/4ED8+vo90LosiSShS4Une79TY2dzBRc2deJdhK11u0skkDjmNxz97eccfciMfmsDMmKh67Y19IcxMGv0MndDQ7ENXJoiOTRQqfnzlWaJQFJlgwGYwEgbWlOUcyyERieOwR2hsK714cqoKipzFLEFE5UQ8wlAqTpc3QLvbiyKdDkbnbZvhVILDsQkeGjrO6KmS1xaXhxvXnMO5DS2z8kj8qsZV7Wu4qn0NcdNgb2SMlydH2RcZI2GZvDB5WoirskK728e5DS28rmtDWURKPm8TGRlnrO8oSuYwDe5JNp/XPJ0bBuDyaGBF66Jv1FJod/u4ur2XBwaP8p9HX2ZToGnha7gs8/hf3E+6ZU3JPF9WyngmxS9PHgHgTb1b0RQH3r69tDx3H7Ysc+yG2n7wX4yqC5Xf//3fZ2xsjNtvv53h4WEuuOACfv7zn89KsK1VXA4n7z/nYr74/CP0JaJ8+/AL3LTpgrImuBWDbdvcd/Iw9/YdnHP7pJHmeCLCj4/v49yGVi5r6WJrqKWsT2pLoeCrkUPTZn9E/SE3mmOcZDSGqpfPO6IsZBPortO/kz/owuMyGO/vLxie+UvUlW8O/CGdk0eGgAvKdo6lEhkZxe2M09hS+r+jLEloKqRWEFExcln+68R+fjN0Yvo1VVZY4w3Q5Q0wnklxJDY5I/fE61B5fc9GrmjtQSnCG8Snalza0sWlLV3k8nmOxCbpT8Zo1F10uv006u6yfi8TkTj9Lz6JTh8dwSRd2xpo614/S4y4vRoOJUUmmcLjr69+N4vx+p6N7B4fZMJIc//AEW7o2bTg/qmODRUa2eLYts33jrxI1s6zKdDIBafyJXvvLeTPDF/yu6TbluDCW4NUXagAfOhDH6r5pZ6FaNLd3LJlJ//48pPsHh+k3e3juu7qfZCtfI7vHH6Rp8cGgEIJ45VtPeRsm7xtk7PznEhEeXKkn/5kjOcnhnl+YpjNgSb+19aLcMrVjwgZqSQN89yzvT4dTTVIRqKEWutNqMRxajOfwhoaFAaPDOJ2pfEGypcg7G9woxyaJJPKzOraXC2Sk0P0Nklle0LXdInoMt1pj8Ym+dah5xk7VaGzxhtkJJ0gk8tyKDbJodhpsz5VVuj1hdgcbOLKtp6iuwufjSLLbAo2ldW87WwGDx+kzbuXcy7ooKF5/jYLLo+GUwqTSaw+oaIpDn6vdytfO/Asvzx5hEuaO2l2FfHQkMvhGuurqhB4emyA/ZGCA+3vr9+OJEk4klG6fvVNAI698cNVG1upqAmhshrYGGjkreu28b0jL3Fv3wGMfJYbejbNCBFXgrhl8G/7dnM0HkZG4q3rtnFl++xQ/1pfiFe3r2UgGeOJkZM8NtLHgeg4Xz/wHLdsubDi4z6bXGYST9P8H8+AH07EIpUbUAnI523IJdHOWq4Ktfhw9SfQ9VxZKn6mz9PkRVUGiU2E0d3tZTtPsZgZA9nsp6lt6R15i0VTbbKRpQkVK5/jp30HeWDgKDaFLsTv2HAe54Sayds2I+kEx2JhTiZjNGguNgQa6PYEioqe1BqpeBIpsZ+eCxtoaF5YfOhuJ06HhbFKSpTP5oLGNrYEm9gfGecHR1/mA1svXjCS5Tv+Ipf+xRuwZYUHvnq07M66cxG3jOkE2tf3bKTllLjq+tU3cRgpYj3bmNj2qoqPq9QIoVJCrmxbw6SR5v6TR7j/5BGOxyPcvGkHfrU8CZJQWB8fTMU5EBljf2ScI7FJrHwel+LgvVt2smWRJ7NOj583r9vKeY2t/J+Xn+LFyRG+fegF3rnx/KotA+XzNliTuL3z52v4gi4Yq6+EWjNjoEgm2lk28Q2tPjRlqOQ9fs5G15143RaxaBS6qy9UJofHcTkiNLV3Lb7zMlF1J2SLr1Q5mYzxHwf3MHSquuWS5k7evG4b7lMRElmSaHf7aK/jxMQzGT3RT9ATpr1ncdM4WZLQXRBJ1U6lSymRpMKD3V3PPcy+yBj/9PKT3LTA9TvZvgFHOo4zGaXpxV8xfv41FR4x3HNsH8msRYfbxzUdp/+GQ5e/GWciTKq1d1X0qRNCpcS8cc0WOt1+vn34BQ5FJ/jr5x/mvZsvZJ2/YXqfnJ0nb9tLWmLJ2zaPDffRl4iSylmkLJNULkvESJPMznRpbXN5uWXLTtrcxd/5NgYaee/mC/m3/bt5amwAl8PJm8tsJjUfRjqNg9SCPW+8QRdKPlxTyxiLYaYNFNnE5ZlZJuhyqTQEDHyB8uWnTBEMORgbHgWq35QsOjZMVzBf0v4+Z+PUirPRz9s2vxw4wk/7DpKzbbxOlbet376q/ZGyVhZjfB8bt7hxOIqLBng8EqPh+nennY8Wl5d3bzqfuw+9wMHoBJ/f8zA3bbpgzqW4vOZi4Kq3s/bnX6H7l1+ruFDZFx7j6bEBJODtG86bEdEzGto59LZPVXQ85UQIlTKws7mDTo+P/7v/WYbTCb780hO0u32kshbprEUml0UCujwBNgQa2OBvYL2/Ac881TeTRpr/OLiHI7HJOberssKGQANbgs1sDjTR7vYuS2Bsb2zlnRvP45uHnuehoeN4TiUFVpp0LHkqsXT+JYFAyIOqDJOIROtGqBiZNIpkFco8z2LHVesrEsHyN3jhxBBZK4fDWb1cpFwuD8kTNK5dnjibyNgcjkJIg/UBUOaZO01XIZtc0OhuPJPimwf3cDReaDGwvaGVt6/fjq+MkdBaYPTESTzqMF3ri+8TpLtVGKndVgyl4MKmDjrcPr524FmGUgn+8eUneUPPpjkrrvp+672s/flXaH/8R7yYiJD1BisyRiOX5btHCs64r27vZa2vMuetFkKolIk2t4//ff4VfOfwi+weH2QgOdOgzAb6k1H6k9HpDqhrfUEuae7iwqb2adGyZ3yIbx9+gXQuiyYrvKajF7+q4XY48ThUPE6VDrcPR4nWRy9p6SKVtfjhsb38tP8gzS53WRuezUU6kcDpMNHd8z9puz0qLs0iFY1BR31UiFkZA6eSnbOSyemojGgINrpRlTCJcJRgS8PibygT0dEJdGWSpvbikodHUjb399sciNgciMBE5vQ2nxMuaIILmyUubJbo8p6+mai6A0U2MdKZOd1pX5wY4T8O7SGTy6IrDt7cu5VLW7qqXrVXbvJ5m+jgQTZ1STMMFRdDd6uQjdSkw3EpaXP7+N/nXckPjr7EE6Mn+X99B9kXHuNtG7bPWPaLbriIWM82/H0v0/nwdznx+g+UdVxGLsuxeJhHh/uYNNI0aC5+e83pCiU1Ns6OL72bvtf9T4Z2/d6qWPYBIVTKiqY4uGnTBZyLm9HhfrZeuBO3Q8XtcGLlcxyJTXI4Osnh2AQj6STH4xGOxyP88NjLbAu1oCsOnjpVudPjDXDzph3FZaKvkNd09BKzDO4/eYTvHXmJNd5gRc47RSaVpNnLohEGf0BiMhKpzKBKgGUYLLCaVRG8ARdudYhEOFxVoRIZGyPoyeAPLu4b05+w+cgjec7MiZWBLi+MZyBuwcND8PCQDdj0eOGKdokr2yXWNnlxqf2Eh0ZwbVg7/f68bfOzvoP8/ORhANb5QvzBpguKsrJfDUwOj+KS+ula37yk97m9Gg4pM6/wW02oisI7N57PhkAj3z/yEkfjYT6352Gu6VjH9d0bC14rkkT/te9l29c+RvcDXy+5UMnbNsfiYZ6fGOZwdJKBZIw8p52L/8f6c9GU07fxrge+QcuzP0eNjTF0+ZtLOpZqIoRKmZEkiUYzjzcXpsPpRtVP36kuau6cjlZEjQy7xwd5emyAk8nYtOGTBFzTuZ4bejaVLGpSDDf0bOJoLMyR2CTfOPgcH91+ecXOn01H8bQsfi5vQId5mlfWIlYmg1ZloTLVguBEtLrheyvaR1Pv4pMxmrb5k8cKImWtD96wRmJTUGJDAFwOiVzeZn8EnhuzeXbc5uUJ6EtA3yGb7xyyadIl1msN+EYO86ruVkKai1TW4t8PPsfe8BhQKN9/09pzKla1k4jEUXWtqmaFE33H6GrIEGpc2gOIy6OhyHGMZGrVC5UpLm3pYmOgkf88+jIvTo5w/8ARnh0f5M2929ja0MzJ17yLc/79TwkdfArvyf0kulaW/2XbNgPJGM+MD/Ls2CBhMzNje4PmYr2/gQub2tkWajm9IZ9nzc//BYAT15c3slNphFCpAGYmjeaMk4olZgiVMwloOq/tXMdrO9cxkIzx9OgAfckor+vasGjlTjlQJJmbNl3A5/Y8TF8iyr19B7hx7TmVObkxjqcIh1Z/0IPDjpBOpmYlqNYiOSOJHqx+Casv5ILR6gm8RCSOIz9C4yJlyWGjIFJG09DlgS9eIRPSZkbZFFliWwNsa5B412ZIWDZPjdg8OgRPjtiMZ2AcL2Dwy2cepEFzYQNhI41TLvhOXNpSvqqjs0kn05x49td4Wjay9tzqJDQnInEcxiE6z1t6RM3tUXHIBpnU6ixRno8GzcX7z7mIFyaG+c+jLzNhpPnq/mdwKQ42B5vIvO0zqNuuJNu5eVnHT2ctDkcn2RcZY39kbNq7B0BXHJzX0Mo5oWbW+xsIaXNfG5uefwDv0GEst5+BV719WeOoVYRQqQRWFKecIhVPFNXxt9Pjp7O3+v1YQpqLd2w4j3/bv5sHBo6yOdDEOaGlhYqXipkxkEngKmKNJNDoxqlESERidSFUyM02e6sGHp+ObMfJWlkczspfAsLDI3j1BA3N83+WEpbNbY/n6U9Aiwv++vLZImUuvE6J13ZJvLYLzJzNc+Pw7Giex44ZDNkak0bhBhvSXLxvy066veXzcJmLvpdfplE/RDRZvWqikePHCXrDtHYu3ZRSUWR0HZKrtER5Mc5rbGNzsImf9R/iiZF+klmLPRPDfLjrfIjG8T71S3yqis+p4Vc1QqqLTcEm1vtDs6o8x9JJXpgc5sXJ0VnNKB2SzLkNLexs7mBbqKWoCtG1P/8KACev/gNyeuWW6iuBECqVwIrjdGZIJBLVHsmSOb+xjava1vDw8Am+eWgPt11wFX61fFU2qVMVPx7v4k97uu7EpZ9KqO2sgzLSbAJ9CYmL5cLl0XDIcTLJNN5g5f1AUpEx2hrnd6NNWTaffCLP4SgE1YJIaXUvPSlQVSQubYVLWxWuzk3w/LEO5G0XE7MMzmtonbfKrlyMDQyjGi/gCUA0Vp2lt3zeJhs5RPtW37LdgD0eCCdfmUIFCrmHN649hzeu2UJfIsLe8Bh7w2P0JSIksiYJy2BIOn2tv3/gCKqssDnYxNZgMzGr0JBy8KxO1M26my3BZrYEm9gUaEJ3FH971iYGaX3yJwCcuP5/leYXrSGEUCkzWSuHZCdRFItsKlrt4SyLG9eew5HYJIOpOHcffoE/3HpJ2c6VTp4SKkVmnYZCCpNjc5dt1xKWYSGTKRiQVRmXR0WRTDKpVMWFStbKQeYkgaa5PX76EzZ3PJXnRBw8Dvj85TLd3pVXLrR2N+A9NkLQktnW2r3i4y0Vy7AYP7ybDR0GgaYmBp+PVqVyxkhncEhJ/KHlRyBdbgf5yUjpBlWnyJLEWl+Itb4Qb+jZRH70BBu/82k8g4f5vx/7DjHLZDgVZ294jJhl8OLkCC+e0WxSRmJDoIHzG9vYGmqhaQWJ3Gt//hXkfI6JrVcSX3NuKX69mkIIlTJjpNMokokv6GNieKzaw1kWqqJw8+YdfH7Pw+wNj3EgMs7mMuXNZBIJgh6KftrzBlzQP1Tz5ZJGOoMim+iu6vdI0XUnTsXCqMJTcSIcQVViNDSHZm17bMjmc8/mSWahUYe/uERmQ6A0f9NQo4eQb4ixkyer0h+qb98BQvpxNl3QTTySrlrljJFM4ZAN3N7lC1TdrYG5ur1UloOuutj80LdRsibXRoeJbrwIKFTuDCRj7A2PciAyju5wcn5jG+eGWkoW1Yuuv5DIhp0c++0/Lsnxao3qZ/atcsx0BqdsEmr2I5MoScv5atDu9nFlW6Fn0H+fOIB9xnpqKTFTMbxLWF71Bz045BjpRG27ZVqGgUOy0F3Vj6gAuL1SVXq2xCYm8eqZgsA8Rd62+cb+PJ96qiBSzm2Ar7xaZkuotMKzrdNLPnGErJUt6XEXIzoexo7uYd0mHy6XWijxlY2qCMV0MoVDMXG5l3+DdHk1ZCmFmTFLOLL6xwy2MHTFWwFY+9N/mn5dliS6vQGu697IH2/fxfvPuYhLW7pKuvQ4fNmNPPw3TzN0xVtKdsxaQgiVMmOkM8iySUOLF6ecIRWrvzyVKV7XtQFVVjiRiEyXT5cccwJ3ERU/U/gbXGhKivhkbS+rTX0OtFoRKrqNlam8uEtHxwk1yNMeOVbe5jNP5/nmgYLwvbFX4otXyDTopY+OtfU04FbGGB+oXI+oXC7P0P7naG+K0rOhkDzscqs4FJN0FYSKmU7j0u0Vdasu5DgZZF7BeSrzcfyGDwLQ+fB3ccYmKntySVo1Bm9nI4RKmTHTaXStsEShOgxSNf7kvxB+VePqjkI783tPHCBn50t6/KyVRcpFcXuLNxtRVQdeT55UrLaFypSHykpuEKVEq0L4fio/xd9QCJll8zZ/+UyeR4bAKcOf7JD4/86TcZZpCc/tUWlqzBEd7i/L8edirH8Qj3SYzee3T4szRZFx6TZmFSJamWQS9woL5Dw+DecrsES5GMKbLyO6bgeKmaHnl18r+/kaX3qIdff8DY5kbV//VkptXDVXMVYmg8tVCP953DaZOqz8OZNrOtfhdjgZTid4enSgpMcuVPykcfuWVlXkDyhYyQo/vSwR0zDQyxAlWC4ujwbZQkJnpTidn+Ill7e561l7WqR89lKZ63rKfzlq7QoiZ46STlbmJpuYnCTot/AHZ6oDt7sgGiqOFcblWdmSg9OhoDrzGNUYf60jSRx7QyGqsuZn/wy5XFlPt/H7d7Lt6/+bjd+/s6znqTZCqJSZrJFEdxWm2eOVsepc+bocTl7XtR6An/YdxMrP/CKaGYNDu/eQXMYSVzqZxKkYBcfZJeANusEYLjS6q1GyRvVdac/E5VGnEzorxVR+isuv8/nnbH49YOOQ4I6LZS5uqYyIa+0O4tUjTJwcrMj5cskhAg2z//C62wlWpCJjmIEZKYjUFeJ2U5WIUD0w+Oq3Y3pDeEaO0fLsz8t2Ht/xF2necz+2LE8vOa1WhFApN9nYtFW226eDNV7lAa2cq9rWElR1wmaGR4b7ZmybHB5HSz1N/3O/JjYRWdJxjWQSXc8vuUFfoMGDKsdJRuKL71wtsjHUOZoRVgu3V0ORDYwKRRagkJ8SCMn87R544KSNIsGnLpbZ1Va5SJPTodDYCMlI+UvaM6kMcn4cf2h2drjLo1VcqGRSGRQpjb7CiAqAyy2TNWKL7/gKJKe5OfKmj3PgbXcQXX9h2c6z7id/C8DQrjeTbllTtvPUAkKolJF83oZsbDqB0uPXke1Y3WfLq4rC67s3AnBf/2HSWWt6Wzoew+cx6G46wdBLDzI5VHxJdjoRx7uM6l1/0IXqyJCI1nC0KhuvCQ+VKVzuKSv0yiRETuWn7JYa+UW/jSzBJy+SubK98sthussJ2fLfZOPhCJqSJNQ8W6joHhWZVEWrAI1UGkU2cJcgoqJXQWjVE4ff+gkOvuPTGA3tZTm+Fh6m86G7ATjyu7eW5Ry1hBAqZSRrmiiSUWiNDnj9rrqv/Jni0tYuWnQPiazJg4PHpl83k5P4gwo7ruhlXccIEwcfYPh4kbksxgTuZTztKYqM32eTrlGhksvlIZeqCVfaKaas0CsVvk+EIyhKjF+EC7kaH9gm8eqO6uTsaC4VrPJ/VpLhCB6XiWuOv7vHO1U5U8GIViK1JDPFhXB7NKRcrCBABQtTBiuHtT/9PyhZk8ktu4hsuazkx681hFApI5lk5tQTzKmlH4+KUzFI1XlCLRSaFv72mkIDrgcHjhI3jUIEyRjBF/TgcMhsv2wtG3tjJE88wODh4wseL5fLQ3ZySaXJZ+IPqmSTlSs7XQpmJoNDtmqmNHmKQp5BZSIqsYlJjjkdTBgSjRr8ztrqJRbrHhVZSpc9smnExgiG5l7GdHkLlTOVLFE20yl0bWWlyVOIEuXiaHzpIa78+C78R54r2TGd8clpn5ajr4BoCgihUlaMTMGVdiqioigyHs/yK3/GB0fY++ijWIa1+M4V4ILGNnq8Acx8jl+cPEwqlsAhxfEFC2JDliS2XtjDpo0WyYHHCI/Mn5+TjidxSMt/2vMF3WCNVdzMqxjMtIEsW2g1tPQD4PY4yBmViUIlI2M8QaEB4Fs2SKhKFYWKS8UhGWVNJM5aOTCH8DfMvZbpdChoamUrZ4xUEneJetW5fRoO2azY0mG90vPzfyF08Em2/vufluyYUj7H6IWvJ7ZmO8OX3Viy49YyQqiUESudwankUNXTSZTeZVb+jPYPET70K9z5/SQitbHEIUkSb1xTaFX/yPAJTk6OoympaaEyxcbtHXS3hhnZ/8S8ZaGFip8MHv/yGh76Q240R4pEuDbm5kwK/VWMQqVHDaG7KpNnkLVyHDWHGc058Trht9dUt0y7kEhslfUmmwhHUZUEoab5lYHHU9nKmbwZxe0pTUJ3Ndsw1BP733UneYeT5j330/zcfSU5phlo5rmPfYtHvvA4tlI7CfrlRAiVMmJmMuhnrWQUKn+W5vkxfPwksaMPsn5NFNWRqSm7+M3BJrYEm8jZNg+O9+Fx52cIMyhEVrZdvIYW3zH6Xtg9ZxlxOhZHU7Poy4w6eAM6upqpGRF3JlnDwKHMnpdqo3tUZDtZ9ghdfDLMc6eWG27slXA7qytUNM2B05HFKmNEJREO41LTM1oFnI3uUioW0QLAjBT69JQIt4eqtGGoJ9JtvRy74UMAnPONPympr0pOL1F4rA4QQqWMGOk0rrOFildHzkeLXh8fPHyc5IkH2bg+xdadPbjdEkaNhVt/51RUZZ+VIOaa+0KoaQ627ezAy4scf2nf9OvpZJpDu5/DGnuc5pblRxxkScLvh2SVE2pjExGOPP/yjGoOM5NBX16gqKy4PFpFvFReHDnJiOREU+BN62rD9E7XC3+XcpGMhgkGmHajnXMMFaycMTMmMglcS3B9XgyXDlbmlSFURvuHOHnw6LLee+itn8TyBAgce56uU5U6y6Hjoe+w83NvxTV6YtnHqFeEUCknVgzdNfMp2uvXcSjFVf4MHDqGMfRrNm+yOOeC7ml3WzNVW/4FPd4AOxoLZXi/yDTMu1+o0cPmrT6k6NMMHz/JyQNH6HvmpwTtR7jwQoWtO7tXNA5fQAdjeEXHWCnhkVG0xG84+uT9jA8WknstY3ZkrRYoLIGYpMucJ/F4vDAPb+iRCGq1IVTcLjDKlEicz9uQHsDfsLBXvdurIduJkuVVJSJxDj6zh1R89t8zc6prsqeEQkXVHZCtYe+iEjF4+Djxo78kOfj8st5v+Rs59JY/A2DLt/4c2Vi6uFPSCbZ+4+N0PPafdP36W8saRz0jhEo5OcPsbQqPT0MtovIna+VIDOxhfa/Fpu2d06+7vDpY5TerAohNRIteFri2qRvZtnkxqfHC+PzleD3rm1jbbRA//huYuI+tGyNcfu06Otc2Lvj0WQz+BjdybrKqHaqzlonPm2V9Rz+xwz/n8HMvkMvE0LSlmdhVAk1zoDqzmGXs2XIkPMFJsijYvHVDbYgUoFCBVaYS5UJSeYRAw8Kh+amIVilKlIePn2Tg+ftwG48yPofrbiaVxikbJY2oODUn5GpnGbocnDxwBGPo13S0hFGkxLJbLxz77f+PdFM3rvH+ZUVVNv7gr3BNDJBs7eXIjR9b1hjqGSFUykTWykEuMcs7Q1FkPG570Wz/yeFRXI4xutY3z3jd7dXBipTdvyCXy9P/wm84efBwUfvr6SznUfid/nVvHnsB74AtO7rZttVg12va2Xxe55KdaOcjEPKgycmqdlLOGgYul8z5u3q5YIcDr/kwkjlUU2ZvZ+JyUdak0l8cPwDAq1rztLprR6joLhWspUUmBw8fL0q4JyJRNCVJcIFEWihNRCtrZTm0ew/p/vvYtHac1hZIR2ZHFY1kEk1buuvzQmi6CrlkRftFVZITew9ijT7EOVtg8wU9hUaMy8wPzGsuXnr/3/Psx+6m79r3Lum9npMHWPfjvwHg5Vv+lrxag+vIZUYIlTJhZjI4FHNOky+PV8JMLXwzDQ8N0Biy8J7VoM/j11Ed5fcviE+EcTtGMcLHiroQpaIxrtEnUWXYG4aXFgj6OBwyG7a241tmhc98uD0qLt2qbp5KLoXzVNJsV28jl726iw1rJmlqC1RvTAvgdkE2U56n4uPxCPtShQ7N79paW0Jtyhm22GWXVDzJxPE9jBXRIygZDuP3LS4KNM2B5swuu3ImNhHl8BO/xp99lB07dbbtXENTexDZPDkrqmikUnhW2DX5bFTdgSKZZM36dtqeiyPPv4w08RDbtjlYd04bbq+G6jBIx5fvgTV82Y0MvPodIJ+67RZhBOc/uofLP/kalKzJ6I7rGLn0jcs+fz0jhEqZMNMZHJKF7pl9gXb7dDDm9xQxMyYkD9PS6Z+1zeMrhItTK/jCFEN0fAJdiaMxUlTJr5EM0xnIc2134an5h0eq0yAwEJBIxyNVOTcAuTTOM3r6uL0a2y/ppaF5Gb0BKoDu0cuS0GnbNj869jIAl3pSrPXXTjQFChEVRSreGTYRieHTxkkVIYKziSECoeKWWFzupefK5HJ5Tuw9yMhLP6MrtJ+LX9VJR08hN6yxzY+uRAiPzqwszBlRXO7SVp1puhNFsjDS1VtqLQd9+w7hjD3GtvNdrN3UAhSSot0eSpbP5YxNcMVtV9H4/IPz7hPc/wRXfOIq9PAwsTXb2fPHX4MVLo/XK0KolIlMquBK63LPEVHxuZDz8/f8GR8cxqNO0tYdmrVNVR1oaq7sRlGZyBAtbRped5LJoSISVDMFR9o3n6rqeHQIhpKVDwl7gy5IV6Yz7pycEVGpB3S3Clak5OH7Z8eHOBaP4LBtbt5UexdXl1fFIZsYRebnZBIJNDlOLrnwd8HMGMi5cQKNxZWOejwy2UzxDx2xiQgHH/sVzugDbN+aYedV62ZEXXXdSSCQIzY2OvONVhhtjmvRStDdBaFiVTEnrNSM9g9hjT3Opi1Outc1zdjm9cpkF4mEF8vGH/wVDfse5ZK//B0aX3pozn0S3eeQaullfPvVPPq5hzEaO0py7nqkfq6odYaVSaOrzGlXXaj8CZNOJGcl2wLER/robS6EhufC44FYqnxCxcyYyNYgoWY/iiPJxIkTwJZ5908nUziI4Q26aPFLXNQMz4zBPUdt/mh7ZW9S3oALmQRmxpxzbstJLpeHfKauhIr7VM8ZI53GtcjaQC6XR5IkZHnhv6mZy/GTE/sBuEKJsL5z/kqwaqHpThyKhVFkiXI6HsWlGMjZCSzDKiSSzkFsMoLmSBBsbCtuHC4VrPCi++VyeU4eOIw5tpvuxgm2XNCJPzh3KVljs5uhA/3k8+cjyxKWYSHbSdwlTKSFwkOTLFuYxuoQKtHxMOEjj7BxbZp158zuRuzy6nByaR5Y87H/3Xfi699Ly7M/59JPv57Ihp1YniBZd4CxC36Lk9fcRNYT4PHP/pKsJ0DeWdq/Xb0hIiplwjTm984oVP5kSEZnJ/Ol4kkU8wQtXcF5j+3xOcgZkdIMdA4iYxNoSozGNh8tHSFUe5h4eP7Ew0QkhlNJ4Q8VbnRvXl/4WP2szyZpVTaqoulOHJJZdm+QubAME0XO1pVQcXkKXZSNIpZADj7xOCcPLJ5c/avBo4SNNF4kbmhJlKS3TKmRJQmXTvEVT8YooWY/qpxc0FQwMRnBpZtFN9d0eTTIRuc0QZzCMiwOP/0UjuiDbN9mcNGr188rUgAaW/2o0jiJU9/ZTCqNQ8oUzlVCFEVGdRYSyOudVDzJ0MuP0t06yjk75rZJKHhgzR8JXwp5VefpP7uH0R3XoZhpGvc+QtvT99L10N0EDz09vZ8ZbHnFixQQEZWykc0kcTXN/eSpKDLNzRJHT75IqK0Fl+f0RWdiYAivHqGlo3feY7s8OpjlK1GOT07Q6LNwuVQ03YlXHyE8PIIvNDtnBgqusm79tKvsxS3Q44W+REGsvGV95aIqLo+KIlsY6fS84y0XWdNCkbOotWiaMg8ut4pDMckscsO2DAvZ7CMdzgMb590vamS47+QRAK7IJWhvr80kYgDdBeNFCDQzYyLnIjS1B5mYCJMIRwi1Ns25r5EYp6u5+Moal1vDIafIJFN4/LPzmFLxJCf2PEGTvpftF7UXlesUbPLg1keIjo3hbwyQTiQLHiol6Jp8NpoOiRoRKlkry2jfAC09XTic8/8NMqkM+VwOSZaRJAnbtul7/gla/cfYfknvvMJ6sUj4UsmrOk/e/v9o2P8YWnQURyKCMxkh1nv+io+92hBCpVxY0QU/zOdc2E0yfpwTe55m42VXTn85EmPH2dyp4HDM/xTq8mooJMmkMuju0peqZWP9NKwrHFeWJFranOw/cZz5blDpWJi20GkxIkkSb14v8bfP29xz1OZN62yUCiWBTfUgMasQUcmaJjLZeZfsahFFkdE0m+QiJcrJaAzNkcQwh8nl8vNezO/tO4CZz9HhdHEBJ2hq6ynHsEuCrjvILxApnCIVi+NUUviCTQQCYU5EI3Pul7WykBnEv4h/ypm4fRpOKYyRTM8SKpHRSYb3Pkp78ATnXdo9qwJwPmRJorFR5sjoMLABM5VCVXNlaeGgqTZWvPLftbmYHB4jdfJhjoz20rvj4lnX33zepm/vAazxZ5HlLNgSNoWfBtck51/WveB3dyoSnoonCDTNzh9cForC5LarSnOsVUztxWTrDDNjzukESTY2Z2nyFJrmYNvFHfjlFzn+YqE6IjYRRbMHaO1ZeE3f69dxyJll1/QvRCqexJEfI9Tkm36tqT2I0x4iEZnHhdIYwROYeRH9rW4JvwrDqUJibSXRdaoiVEzDRJEtnHr9CBUAjxvMRSpPEuEIqpxCVeIkI3Pf3PsTUZ4cPQnA5XmVpiZqrr/RmWju4rxUUrE4mrMQkfAFXZCZ+wMdHh3H5QjTsoQoku524nTMbpA40jfI6L5fsqa1j4tetbZokTJFqNmHZPRjZkyMTBp3mYJ8mu6EbG2YvlmZDB41TIPjWY48/fAMczYzY3Lo6SdxRH/Nedstdl3u4rIrNC673Mmllylc8qqeRedYUWTcrsU9sASlRwiVFTJw6AjHnvn1DCMoM2MiSwb6IuvUwZCbLecGkeMFS/nJoSF8rhiNrb4F3+dyqzhlg1QZhEpkbAJdTdLQevrprrHFh1ePz1n9k06mUewovuDMRExNkfidtdUpVdZ1sJZhU71SsqaJIpfWVKsSuDwO8ubCN+xkLEKwQUZ3pEmEI3Pu8+DAUWzgwsZ22jJDNLTUZkn2FLpLhVx8UfPEVCyGz3uqn1TQg8OOkJ7D+yQ6OkrAZy4paVWWJHQXM/p3DR4+TuLYA2xcG+aCy3uXJfaa2v3ojhiRsQmy6RhuT3ku9aruhFx5rRKKxTpltrjzym7aPHs5sfvXJCJxEpE4R5/+NQ3y0+zc1Ujv5laa2nw0t/lpaQ/Q1hks+m/m9UoYydpqYfJKQAiVFWJm0oTUowwcOjL9mpHO4JCMQunnInT1NtK7Jkf0+GOkxw/T2uFa1EpeUeRCi/gyOIrGJ8YIBWfebBVFprlJIT3ZP2v/ZDSGKqcIzNHX5I1rJRxSwfztQLhySbWarpA3K3/xzJomztryNSsK3aWBuUjlSXqYQMiN3w+JSGTWZjOX44XJQk+fHWoAl7K0yEI1cHkK+TmLdQDOZSbw+gt/2GCTB1WZ7X6cz9vkYidobFl66MLjljDThYeO/v2HT/X3Mtm2c82yE5FdLpWg3yI6OgpWuNAAsQw4NQdka0OomJk0ugu8Pp2dr1pLZ+gwA88/wMDz99EZPMDFr1pDY8vCD4GL4fJqYJWm8kdQPEKorJRsEs2ZxJx4YXoJyEinUWRrTg+Vudh8fiddzaN4HX20dhW39unxSBip0jYEy+dtSPbRMIf1d1NnEEd2gORZzRRT0RguvZB4O+s9LonXdBZE14+PVVCouFTIVv6pJ2tZOCtbEV0SdI+GbCfntYcvRM0m8YXc+EM6dnr20sdL4RHMfI5GzYV7Mk4wsLTIQjUoRCYXzmfK5fJgjuPxFwSIpjnwuLOzjN/ikxFUeYzmjuCSx6F7VDDDHH9pP9mxhzjnHGb091ouDc0ucol+yMZwl0moaC4nsmSWpBJmpdhWYjrHRNedXHjVOtZ1DrNp7QQ7r1pfdCXWQnh8OlI2UrJGkoLiKJtQufPOO7n88stxu90Eg8E59+nr6+OGG27A7XbT0tLCxz/+cbLZOvsA5BI0dzbR6B3m5IFCXxMzncGpFJ9UqSgy2y9dw/YLg4SKNIrSPRqYpVX28ckIqhImNMdTR1OrH7caIzxUeGrO5fJERieIj4/gD8wfAXpjb2HbbwZtEhUqVdZcKuQSFe9BkjUNtDoUKlMlyvNV/hQ+FymCjZ5C48f8JJnUzJv77rGCyd6Opg7sZB+NLSX2ay8DmsuJIi9c8ZSOJ1GVJL7A6UhJIKhgJGZ+9yKjY3j15JyRxcXQ3Sq2GUaO/IZzt6us21KcB8tiTJUpOxWj5KXJU2hawfStmo1Ap8klZvTUcjoUzr9sLdt29ixYnLAU3D4dp5wmFRN5KpWkbELFNE3e+ta38od/+Idzbs/lctxwww2Ypsljjz3Gv//7v/ONb3yD22+/vVxDKg/ZJLpbZd3mRpTkS0THw5jp+T1U5kPXndM22MXg9molb04YG5/AraXnvNg6HDLNrQrR4aMcePJJDj9yD+EDP6bFtYf2NfOPe2uoUKqcycGvBiojHHS3E4dkVNxLxbYyONX6C1IWmuMZ8zYnTEWjeFwWuu4k2Fho/Himl0g6a7E3PAbAZsWDKo/TVOPLPnC64slawPQtEYnhlNP4QqeFii/ogczQDO+T9GQ/Tc3qsjqABxo8hFz9bL/Aw5oNzYu/oUiCjR7cWhKHbOIuQ2kygO5y4pCzWFUuUc7nbbDiZW/+6Q3oOBWjZFb6guIo21X1M5/5DB/96EfZvn37nNvvu+8+9u7dy7e+9S0uuOACXv/61/PZz36Wf/qnf8KskyZXlmEhY6C5nLSvaaClIcrwwZcwMyl0vbw3ZY9Px6lkStqcMBUZobFRnvdi297TQLNrL2uCu9mxPclVV4d49fUbaOsMzntMSZJ4w5rC8X52okJCxaUWHDMrXfmTry/7/Ck0zYGuWqRjcy8lGvEJAsFCzpLLpeJ2WSTPECovTI6QtfO0ubxokSRe19w5S7WIS1+44imTiONxz8zZCjR6UOU4qVPLoKl4EkdukMZlirNQo4dXveEcOtc2Luv986EoMg0NErozM+1xVGo0lxMJE9Oo7jXbzBgosonmKq9QcToUdC1PJlEbeTmvFKr2+Pf444+zfft2Wltbp1+77rrriMVivPzyy/O+zzAMYrHYjJ9qYaQzKHIWTXMiSxIbtrWh5Q6SDg+il/kL4/HrOOTSKfuslYV0P8Gm+ZPNmtv8vOYNm7nwinWs3dSCP1jczei3ugtJtQcicCRafrHi8haqoiruTptLoc5jrV7rtLSppMaPzlouK+RoDOMPnV6SDAQlMtHTSx/Tyz6N7Rjho7S0asuKLFQD3SWTWyDx2khE8Ppm/i6+gAvVkSZ+qvopMjKGW40vWq23EOVy7+3Z0MLajcGyHBtOudOqC0elKoGZLgiVYgoYVorXC5mkECqVpGpCZXh4eIZIAab/Pzw8f+Ovu+66i0AgMP3T3T233XElyJomimShnvLNaGzx0dlmojtiqGUWKprmQFOzGCUqUY6MTeByxMpSUhrUJC5vL/y7ElEVp0PB6chjLlLNUUryeRtyaRx1GFEBaOtuRGOA2PjM6p9ULIEqx6fbIwAF0WIOkc/bJCyTA5FCJ/D1aLikQdpLHBkoJ7pbA2uBRnPmyHQi7RQOh4zPlyd9KqE2PjZEYyM1WZbe0Oyd7gBcLjRNIlvlKLhpZFCkbNkfEKFg0kdmvOznEZxmSULltttuQ5KkBX/2799frrEC8IlPfIJoNDr9098/u2S2UkwZfJ1p7LZuWzsh1wCeJRo0LQePGzIliqgkJsN43MaSjaWK5Q1rCh+1X560MXPlFyuaTkXXzXNWFlmycGq1d7MqhoZmL0FPkvGBkzNeT0SiqGf0cYJCToUqx0jFEuwZHyKPTbfHD8PDNDUYBEP1sewDp7pH5+Jz9topVDvF8QVm/z6BoEY2NVKolMqcoLG1su0aaglNzWMZVY6oZAwcioVaAVdot1eHXGTB/kyC0rKkv+rHPvYxbr755gX3WbduXVHHamtr46mnnprx2sjIyPS2+dA0DU2rjbJHK5PB4cjPyCj3+XUuvWZTwbGxzHi8DnJDpWk7bsRG6Gkv35gvbIYWF4ym4ZEhm9d2lXdpwKXDSKxyERXTMJDlLKpaPzfps2nt8jK67whZa9t0r5RUJEKzz57xGfeH3KjKKPFwhN2JwrLPdl8TcvRZ2rcGqzH0ZaO7VRySgZnJzOoenYrGUeUUvuDs65E/5EY6MsbYwBAuZ5TmjvZKDbnm0HQH+Wh1k0uzhoFbpSJLjh6fhkNKkY4n8QZX5ssiKI4lCZXm5maam0uTlb5r1y7uvPNORkdHaWkphCbvv/9+/H4/W7duLck5yo1lmMy1JDqXp0g5cHm1kjQnzFpZMIbwN5TPSVSRJK7vkfiPAzY/PWHz2q6ynQooJPkxUbn8paxpIUu5slcdlJOOngYOHxxmYmiE1p4OALLJEfw9M3+nqaWPY5PjHMkUPn9d6Tx+PUxbd3EPKrWC7lZR5BhGMj1LqKTjcTTNmtN/w9/gQVPGGTt+hN7muX2EXik4NWfVTd/MdJqmCvUC9QZcOJVJ0kkhVCpF2XJU+vr62LNnD319feRyOfbs2cOePXtInMqWft3rXsfWrVt597vfzfPPP88vfvEL/vzP/5wPfvCDNRMxWYysmUEr/wrPvLh9OgqJFXsYxCcj6I4EoSI6s66E63skJOC5cRhMlnf5R6+w6Zs1la9URw0Jz8bt1WgMZYkMFZZTLcNCyo7NSKSdIhDU2J8ZwQZ6fSGcE8do79JL5ldRKVxuFYdszvKFAUjGYvjmuQ95fBq6ZuBkoi48Y8qJpjshV92ISs5MoemV+ewVquSyZOIiobZSlO0ve/vtt7Njxw7uuOMOEokEO3bsYMeOHTzzzDMAKIrCvffei6Io7Nq1i3e96138wR/8AX/xF39RriGVnJyZRtOqd2H2+HQUObNi86H4ZBi3buDzl1d1tboldp4KyP28r7xCRXMVLp6l9JlZiEJEJYtTrc8clSnaugPImaNkUplCewQlSWAOE0J/yM0hu5BAudnhwa0M0tnbVOnhrhiHQy50AM7MsUxojOH1z/3QJEsSAT+4nZFludGuJlTdgWxnquvWmo0XIjsVwuMBIyW8VCpF2R7/vvGNb/CNb3xjwX3WrFnDT3/603INofxU+MtxNm6PinrKfChI8WZxZ5OOTtDWWJly0jeskXlmLM/P+2xu2myjyOU5r+5WcSgpjHQah7P8zfGyhoFaoTXyctLaFcT78gnGTw6CbePSCl2Dzybl8jAiKUhAezRBU6NVdqFbLlwuiJ1VIZa1smBN4PXPv54QbPJgZCIEQ2Vex6xxNN2JLKcKPc4q8F2bk1yiInmBU3h8DnLRlS+7C4qjvuK0tUYuVdVQfynajudyeTAGCDQUZ92/Una1QVCFiQw8MrtlTMlwuVUc0vJN33K5PEdf2Dtv/5uzyVoWav2mp0yjqg5aWhUSo8dIxiIE/HOLr0cmCzkZ3bKG3zxKxwLuxLWOyy2TNWd+h5LROKojjT80v1BZu7mVi1+zqdzDq3k0V8FG36pSv5+slUW202U3ezsTt9cF5kTF23S8UhFCZZlkrRzkUxVV8XPh8UoYiciy35+MxFClKMGmyjwJqYrEb68t3Pj+80j5yvsKfVwMjPTy8ncS4SjpsQNMjowVtX+9dk6ei9buEM7cSXKJfnzB2TfqnG1zX3/hAr0uZRBwR2jtrH3L/PlQdRWsyIzXkrE4qpJZ0GZAlqS6y8kpB5rLiUO2MKtko2+kM8jSTJuIcuPx6zik9KKdtwWlQXzLlollGjjkbNWrPBpb/cjGsTmTAYshPhlGV9P457ghlYvf7ZVwyrA3DPsmy/NEoigymsrcuQdFkE4k8aiTs7rkzkfOyqDp9b3sM0VTmx+/J3bK6G12pO25sUKZuVvOc65znPYud9mcVSuB7lYhGyeftzEzBgOHjhHpP4DPm6/r36tSOB0KDkeebJWEipnO4JCtipi9TeHx6TjlDKmoSKitBOJbuEysjIksW2h6das8WruCeNTJQk7BMkhEJgkGymfhPRcNusTVnaeiKkfLFzrVXRLmMo2ojFQKTYliJop0oMylcDjrt+LnTGRJoq3DjccxTqBxdkXLVDTlqpY8jfooXXWYRHsmuktFkQwOPfU0xx6/B8Z+xubuI2y9sKPaQ6sbNJWqdVA20pXp83Mmbo+K02FizNPIU1BaVseVtQoYmQyKZKFV2T9hKqfg8OBx2LQMD4v0IP6eykVTpnjLeon7+m1+M2gzkrJpdZc+GqHrkJ1Y3oUkk0zglgwwhsnliniyzqfrsiHhfKzd3Iov6JrVzC5h2Tw8WBAqb9yksil4bt0nEPsCOl51CJc7QvtmPx1relBX0d+yEmg6ZCvdW+sUWSODqtoVj35pGsTrpIFuvSMiKsvEMkwUuTbKUVs7Qzjz/cTDS/MNScYSOAgTbKx8pv76gMQFTZC34cfHyhNV0Vzqwn1cFsKcxO13ocoJkpG5uwrPIFefnZPnQ9McdPTMTpD91YCNmYe1PtgcrP8qJyj4x1z1+o3seu0G1m5sESJlGWiaTM6cvcw6dKyfE3sPlvXcpmFQDestTaPqzRjLRTpZW7k3Qqgsk6xhoNVIOWpTmw+/O87EwNKWf+KTETQlQbCpMhU/Z/Pm9YWP3/87bpPOll6sFEzfihAZZ5HP22CFaWoLoTrSJBbJU8laOSTbnG5OuZr5xSn/m+t6Cr29Vgu12FCwnii4087+rkVP7sUc3U0qXj7PESuTRq+GUNElctbqEyojfYMceuyXJGO1k38jhMoysUyjZpInFUWmtV3HmDyypHK5xOQkfn++ahfpy1qh0wPJ7OkbYCnR3E5k0kWXGE9hpNM4pAzegAu/z57ukjsflmmgSNlVFVGZixNxm31hkCW4tsy9mgT1hao5ZrnTJiJxnPYwPnWYoSPHynfybLyi+SlTqPOIs1qmkDC+8HJVZOAEzZ4jDB05WqFRLY4QKsukEFGpnRr6tp4GNGmYyEjx7cdzySGCDdUz6ZIlid9bV7jh/eioTd4u7XzqLhWHYmEsce08HUvilDN4vBr+oEo2NbLg/lbGQpYtnHVsn18MU2LykpZCQrRAMIWmO5Hs9Awn6PDwCF4tQc+GINnI3mVXJkLB1yidnCffLJuoSvWlqjkhVztRh2IY7Rtg/6MPzvvwlk6mkY2jBAIS+ejemlkCEkJluWTjVS9NPpNgyE3In2ZicKCo/TOpDEp+fE579EpyXY+E1wkDSXhiuLTH1t1OFMnESC3ty5ZJJnE6THSPii/oRrLGFozKZE0ThWzVK8DKSS5v88tT1T7X94jLhmAmmq4WTN/M05U/yYmTNDXL9GxoJuAaZfjoiWUff7RvgIOP/2ZWS4xcLg/5yrrSTqHqTsilC2OoE4xUCp86yGjfyTm3T5wcxKtHOPfSdQTdYwwfPV7ZAc6DuOIsl1yy5p6gWzu95OOHi+q5EZsIoypxQhUyepsPl0PihjWFp/NvH8pjlzCqoulOHEoWY4kJb5lUCrf7VD+XRg+qkiQZnT9R2bIsJCm7qpMwnxmDCQP8KlzWVu3RCGoNVXcgy1nMUwaL6WQKR3aAxrYgquqgq8eFMV680/PZZBIJvM4x4pPhGa+bGQOHZFVn6Ud3FIzuqlSWvRysTAa3Mk5s6OCcaQKJseO0tMjoupPONR7Myb2LLhVVAiFUlkE+b0M2iabXVmv3tu4G3I4xxgcWXqoASEYi+Dy5WeWn1eAt6yU0BfaF4cnFh140siSha/aSM/OtVAy3pyCePD4NXTVIRObPU8kaBk5n5csjK8m9xwtPjdd0STjL1J9JUL/obicOyZx2pw0PjeJyRmnu8APQs7EFnzbIyPG+ZR3fTKdwOSaIjk2c9XoGWa6sK+0UusuJLFtYdSRUclYat8eBW+pnYmjmxTY2EcWZO0lbTyMAPRta8GvDDB9bfiSsVKzeK2sZyZomimzVXJWH26PS1JgnOty/6L5mbJhgqDbG36BL3NhbuPl9fX++pLkqumsZ7rTZMG5vIXdnqktuMhqZf/dV0udnPo7HbB4bBgn4nbVCpAhmo6oOHEpu+qYdHxuiqel0NZWuO+nsUkkM71teR3MrilNOYcRmrg8b6QwOyUR3V2fpR5GyVWsdsCyyCQKNPpqbDCb7jszYNDE4SMAbp7HVBxQsCjq7NdKje8lVszM2QqgsCzNjokhm1fv8zEVrVxA5c2TBJCjLsJCsYfwVakRYDL+/UcLtgMPR0jYr1DSZnFF8wlvWyoEVweU5Xe/oC+qQmT+BJmutnj4/c/HdwwXheEU7rPEJoSKYG00DyzAwMyaScYKmNv+M7Ws2tuB1nJw3P2JBrAi6R0cyB2csH2UNA4cjV5VlV1VzoNTZ0g+5JKrmpLO3AYd1ZNp7K5fLY0weobXdNcNyY82mFnzqIOnI4g+/5UQIlWVgpjMoUrY2hUp3ELcaJTI6f/VPbCKMriRobPFVcGQLE1Al3ry+8AX5xv48uRJFVXS3BrnijfAyyRSqw8DjP10N5W/woOTD81YtZE2zZkrVS81IyubBk4W/xds3isuFYH5UtSAcJofHcDvDNHfMbFTp9mq0t0NscP+SElDNjIkspWntakJX4kTGJ87YZlTFQwUK0Vbt1O9cD+RyecilUHUnrZ1BQt4ow0cLZeORkXFc8jDtPaEZ73G5VNo7ZHRrL3a+eknD4sqzDEzDRJbNmqzycDoUggGb+MTEvPvEJ8N43AZub5W+4fPwlvUSPieciMOvTpZGqKi6E6x40f4yqXgCRcrMmJtAgxtVTs6fp5JL4XSuTsOwHxy2ydmwowm2hFanGBOUBt0lkTXTRMeGCQXzc+a/rdnUgps+wkV2JQfIJNM4ZINgsxef1yI+MTm9LWtm0KrnsICmSzMqnWoZM2PgOJWyIEsSnWv82IkDZFIZJocGCQUy+IOze3v1bGwloPVjRJfXT64UCKGyDLJGBqezso38lkKw0YWdPDnvzdmIDRNqqD2R5XVK/I8NhZvhfxywyS7BvG4+dJeKIptFh2fNVApdy6GdUdHlcqm4XRap+Sp/sikcq7DiJ2LY/LRPRFMExeFUndhmFJLHaGqbu5rQH3Tj9RgzxMZiZFIpHJKJ26MSanRgxU7fMHNGAk2r3mdTU22ydWKjP9VId6rLdGdvIz61UIKcjx+itXPuCLvPr9PdmcOjhefcXgnE1WcZWKaJptXu02WoyYdDmiA1hwWyZVjI1hCBKvT3KYY3rZMIqgVflakuvSvB5XEWhEqRpm+ZZBLP7IcK/AGJdGyeKFUuXRM9n0rNj47aGLlCT58Lm6s9GkGto+lO8lYMlzJ72edMQg1OzFjxpklmOo2qFvJQgk1+5NzI6WXYXLyqjWELXir1YfpmGoWUhSn/L1V10HEqwdmjTtB21rLPmbS0QmtrpUY6GyFUloFlZNC12nGlPZtgkweXM0lsfPaNNTYRRpPjNZWfciYuh8TbNxVE4DcP2Ji5lc2z7lZxSCaZIk3fckYUt2d2dMQfdENmeFaUKpfLg726OicDJC2bnxw7HU1ZTX19BOWhUAVjEfAbeH3zr8cEGr1I1nDRnipGOoX7VHf1hhYvuhIjOn4qIlMlV9opnJoDsvUhVCzDRJGsQruDU3StbyagD9HUkMNVRcG3GEKoLAM7m0LVavcJ2uGQCQZt4uHZQqVW81PO5HfWSjTpMJqGf9u3MqGiqg4cjlzxXirm5IyKnyn8IQ8OKUY6MbOfSc6yCk8pWu0lVq+Ee4/bJCzo9haqfQSCxVB1B25nhKbWOUKSZ9DQ7EVX4kSLXP7JZpLop3SPrjsJ+HMkJiZOJdkaVTF7m0LTVcinltRjrVpYmUI+z5lVPT6/zuatXnrPqW0XRyFUlkM2WegWWsMEG92Q6p/1BarV/JQz0RSJj55f+Gj+8IjNM6Mruwh4PBAbOsLgkRMLPsWZGROZBC7fHEKlwYWmJElEYrPeo8jZmvPUWQlmzuY/jxTm/G0bpJroEC6ofbw+HZcjSmtXcMH93F4Nj9skMVlkzoMVLVTvnSLYqJNNnJxODq2G2dsUqu5AkYrPgasm86UsrN3UQqjKrVQWQwiV5ZCtTm+JpdDQ7EOVwiTCp2+stZ6fciaXtUn87ikTuM8/mydqLF+sbN3RzsbOw+RHfsrRJ/6LI3teJBGZ3fU0nUjikA083tlha1V14PXkSUYiM17PmiYy2VWVo/KzPptJA5p1uKZbiBRBcbi9GlfecN6clSNnE2pwYMQWt6EuuIBH0d2nxUioyYcjP05sYhKF6pi9TaGdWu6yjOrbzC9G1sig1W4gfUGEUFkiWSuLLBk1/wQdaHCjO1PEzihTrvX8lLP5X9skerwwacAX9yy/D5A/6Oa8S9dy1W91sv2cGMHcrxjY8zNiEzPLjdOJJE45Pe+ymD+gYESHZkSpTMNEPmvdt54xczbfOXgqmrJR2OULlkax0bdAoxfJHFo0T8VIZ1CkDC7PaaHS0OpFd8YJDw2gKNX1syo0PrWKTtavKrlkTacsLIQQKkvEzBjINepKeyaKItPQKJEMn/YrqIf8lDPRFIlPXiTjkOCxYfjpiZUtAblcKhu2tnP5tRtoDY4wdOTAjO1GKoXbVcjxmYvOdc14OMrYydPWuVnLQlHyq6Yh4c/7bMYy0KjDG9YIkSIoD6FTeSqxiYWXf4xkGkU2Z+SNTXlFGYkYmmZXdWlS00/1+zFrP6JCNoGzTnt9CKGyRMy0MaPEq5YJNnogMzDtAlkP+SlnsyEgccvWwoXo/7xk059YedKaosis3dSEI7OP6PjpC2UmmcC9wFJtqNFDe1uWyeMvTc9p1jBQazdZfkmYOZvvHCrM7zs2SqiKECqC8uD16bhcxqxuyGeTSaVxSAZuz8wvWbDRheZIVd0mYsqddqmNTytNYQmtuhVSK0EIlSViGsapPj+1f8MPtfhQ5QiJcLSu8lPO5i3rJS5sgkwOPv1UnoS1crHS1h2kKRhn+ND+0y+a4VkXxLPpPacNj3yUkROFfiVZy8Kpro4b+i/6bEbTIpoiqAwNDQpGbHTBfcx0CpdrdmfyUJMPtxqtCZsIVaPmIypZ00KWrapWSK0EIVSWSKEJVn2E+v1BF24tTWx8ou7yU85EliT+5EKZRg2Ox+FTT+ZX7K8iSxLrNjejZg8QHhkvPHFYk+hzlCafiT/ooqtLInbyRbJWjpxlojqq1wOjVFh5m28fOl3pI6IpgnITaPSBOUh2gc68ZjqN2zX79VCzB7czjKpXP5ypawVvrVpmqkKq1lMW5kMIlSVimSZa9b8bRSFLEqGQRCo8Vnf5KWfT7JK4a5eMxwEvTMBdz668cWFrZ4DmUILRo/vJJFM4pAyeBYyqpli3pQ2/s69gPW1l6jZB7UymoikNGtywVogUQfmZylOJT0bm3SdnxNH02bcpRZHZtL2Vzt7GMo6wOFTNAdnk4jtWEcsopCxodZr0L4TKErEy9VXiFWzygnGSdGSw7vJTzmZ9QOIzlxSSa38zCP/8or3sSqApere0oGYPMnzsBE65OKHi9mp0dTtIjrxE3ozWvSutlbf59hmVPpqIpggqgM+v43ZlFs5TyUZmeKicSefaxqJKoctNPdjom4aJhCmWfl4p5KwMml4/F/KGZh+aEkPJDtdlfsrZ7GiW+NMLC/N/zzGb7x1emVBpbvPT2pQmPnwUp6N4T4a1W9rwO0+SN5N135Dwvj6bkVPRlN8W0RRBBQkGZdLRufNUcrk8ZOMzPFRqEWc9RFQyGVR1dq5PvVCfo64mdVbi5Q+68Lgy6EqiLvNT5uK1XTJ/eG7hhvqve21+2b+yHJF1W1oJuEZwu4v3gdB1Jz29LrzaZF1HVM7MTfl9EU0RVJhAoxcyg2St3KxtmWQKh2LgmieiUitoLicyBmamdhNqs6ZZ19WJQqgslVztu9KeTUODjNc9v5FZPfKW9TJvWV+4qX7hOZvnxpYfWWlo9tLRZhIILe3vumZTC80NKfyh6oefl8t9/TbDKQhp8Nui0kdQYRqavWhKjEQ4MmubkUzjlEzcc7S0qCU0zYkiWzVto28Zmel+SfWIECpLIJfLQz5VCPXVERu2d3LepV3VHkbJ+V/bJF7TIZG14Y6n8hyNLV+sXLCrl60X9izpParq4KJXb6r5PhnzcXZuiu4QQkVQWbyBU5WJczQozKQLZm/VtMgvBt3lRJGyWEbtCpW8lUJV6/d2X78jrwKn22TX9hfnbFwutSaSzkqNLBXyVbY3QjILf/Z4nrF09X0V6gURTRFUm0Jlokw6MjZrm5lK43IVvxxbLTSXE1kyMWu53082UROl3MtFCJUlUBAqq6tTbr2jKhJ/cYlMjxfGMvCJJ0pjCLfasfI2dx8ozNPbRTRFUEUaWv3IxjHSydSM181Mweyt1lEUGVW1a9udNpes635kQqgsgaxpIku5uq1FX634VYnP7ZJp0OBYDN51f55bH83xDy/k+e/jeQ5Fav9iV2lEpY+gVmjvaSDgnmTkWN+M120zistTH9FrVS3cH2qRrJVFsjN1W5oMQqgsCcu0UGQLp4io1Bytbom/ukwmqEHcgufH4cfHbP7ueZsPPJTnWwfq3z22VFh5m7uFb4qgRnA4ZDq63RgTB2a61FpRdFdtJ9JOoeu1605rZgwU2UKto2rVsxF33CWQNU1kOY/TUf9OpKuRjUGJ7/yWzIk4HIvZHIvDkajN7jH4+n6bNneea7uFNhfRFEGt0bWumeNHBxntH6RjXU+hNxkp9EV6b9UKqiqTD9eml4plmMiSheb2V3soy0YIlSWQsyzqrDL5FYeqSGwMFkTLFP/ycp7vH7b54h6bFrfNeY2v3JuziKYIahG3R6W11ebI4CHa1nZjpDM4ZAOXpz68n1RdhVxtChUjncEhWXXRSHc+yvZ4efz4cW655RZ6e3txuVysX7+eO+64A/OsdbwXXniBq666Cl3X6e7u5q//+q/LNaQVk7UsVKe4sNcb79sqcVU7WHm4/ck8/YlXbs7K1/eJaIqgNula14RmnyA6NkEmlUKRTFx1ElHRdCdka9NGP2uaOJRcXTTSnY+yjXz//v3k83n+5V/+hQ0bNvDSSy/xvve9j2QyyRe/+EUAYrEYr3vd67j22mv5yle+wosvvsh73/tegsEg73//+8s1tGWTs0ycdZCFLpiJLEl8YqfM+KN59oXhz57I849XyQS0+W/Ug0mb4zFAAgmQJXBIsL2Ruu0sfH9/frrlwAe3i2iKoLZobPHRGBxh6MQxfA3NOB0Wep2EsFXdgSwZZK0sDmdtCQLLMKhxz7xFKduMXn/99Vx//fXT/1+3bh0HDhzgn//5n6eFyt13341pmnzta19DVVW2bdvGnj17+NKXvlSjQsVADYiLez2iKRKfvVTmQ7/JM5iEWx/N854tMpe3z/RpmMzYfGO/zc9O2MyVfvuqDrjj4vrLUdoftvmbPQWR8o6NEq/pFLk6gtqja22IkWcPEhuXaHPVz7VW053IUgozY9ScUMkaRl3b50OFq36i0SgNDQ3T/3/88cd51atehXrGLF533XUcOHCAcHjujpqGYRCLxWb8VIxcquY+hILiCWmFyiC/CsfjcMfTeW55MM99fQXvlf84kOfdv8zz/06JlA0B2BKEzUHYFADlVNfm3wzWV1RtPG1z+5N5rDzsaoP3nFM/NwDBK4v2nhBB9yTp6BjuOvKoVPWCO62Zrj132qyZRhMRleI4fPgw//AP/zAdTQEYHh6mt7d3xn6tra3T20Kh0Kzj3HXXXXzmM58p72DnI5+u6wZ0Aljjk/j6a2XuOWpzz1GbvgR8/jkbeY9N/pT+OCcEH9gmc+5ZSbdf25fn7oM2f/9Cnh1NMj619m/4Rs7m9qfyTBiw1gefuFCueadPwSsXRZHp6PYQSU6i15Hvh+52okgmZi3a6Ofq25UWlhFRue2225AkacGf/fv3z3jPwMAA119/PW9961t53/vet6IBf+ITnyAajU7/9Pf3r+h4SyInhMpqIKhJvOccme+8TuZ/bpUIapC3od0Nn7pI4h+umi1SAN61SaLHC2EDvvJy7UdVEpbNnc/kORABnxM+e6mMRySDC2qcrvVN+LUhdE/9hAGcDgWHI0+2FoVKtv4a6Z7Nku+6H/vYx7j55psX3GfdunXT/x4cHOTqq6/m8ssv56tf/eqM/dra2hgZGZnx2tT/29ra5jy2pmloVYhjZa0ckm3gVOsvP0EwNx6nxNs3SvzeOpsDYdgSWjhRVlUkPnaBzEceyfPzPpurO20uaqnNG//uUZsvPJdnLFNYsrrjYpkOT22OVSA4E5dLZedV6+uu27umQazGOijXayPds1ny6Jubm2lubi5q34GBAa6++mp27tzJ17/+dWR5ZgBn165dfPKTn8SyLJzOguK7//772bx585zLPtXEMk1kKYtTq+8QmmA2miJxXlNx+57bKHFjr8Q9x2z+9vk8/3a1jKuG+uRksjb/ttfmnmOFiE+nB/70QpltDbUzRoFgMfxBV7WHsGR0DSZrrN/PdH+6OmukezZlS6YdGBjgNa95DT09PXzxi19kbGyM4eFhhoeHp/d5xzvegaqq3HLLLbz88st873vf48tf/jK33npruYa1bHJWFkXKiqUfAbdslWhxwXAKvravdpaAjscK7QKmRMob10r8y2uESBEIKoGmy+TMdLWHMQMzbaBIJpq7voVK2e66999/P4cPH+bw4cN0dXXN2GbbhQtpIBDgvvvu44Mf/CA7d+6kqamJ22+/vSZLky3DEA0JBQC4HBK3XiBz2+N57jlqsymY57eqbM2/b9LmE0/kiVvQqMHHL5S5uEaXpQSC1YhTdUCutkzfLMNAkbJ17UoLZRQqN99886K5LADnnXceDz/8cLmGUTIs00KWRENCQYGLWyTetE7inqM2n3/WJmfnub6nOmLlmVGbO57Kk8kVKpbuvHRhMzuBQFB6VN0J2dqy0bdME1m26j6ZVrg+FUnWslAU0ZBQcJo/OlfijWslbOCLz9n89ETlOzT/eiDPJ58oiJSLmuELlwuRIhBUA92tIdsJzIy5+M4Vwspk0DTq3pJACJUiyZkmwutNcCayJPHH5xWSa23gb/bY3Hu8cmLlv4/l+ctnbLI2vKZT4i8vq63EXoHglYTXr+NQDFKx2ln+sUyz7l1pQQiVoslaFs5V8AcXlBZJkvjQdonfW1cQCH/7vM3X9+VJZ8uXZGvbNv+2N8/fvWBjU0ia/bOdEk5ZiBSBoFp4fBqqkiGdrJ3lH8vIoNdXlfecCKFSJDlrdShTQemRJIk/OlfiresLQuFbB23e/cs8Pz6ax8qXVrBYeZu7nrX5zqHCcW/aXIjqKHUe2hUI6h1FkXG7bTKJ2omokE2iroICECFUiiRnGah1YJkuqA6SJPG/tkl8cqdEu7vgXvsPL9q854HTvYRWSsKyue3xPA+ctFEk+PgOiT/YIiMJkSIQ1ARer4SZjFZ7GKfJJQpJvnVO/UutSiEaEgoWQZIkXtslcVWHzU9P2HzzgM1Q6nQvoa0h2NkicVGzxOYQS4qCHIvZ/OUzeY7Hwe0oOM3WqiuuQPBKxe3TYWii2sMAwDIsyCbq3pUWhFApHtGQUFAkTlnid3slXtdt86OjNvf32/Qn4KVJeGnS5t/322wKwKcvkWl1Lyw2DkVs7j6Y5+Ghwv8bNfirXTIbAkKkCAS1hsenI+eiWIaFcwVusOlkCpdnZe2jBw4dwa+P0trVvaLj1ALizlssoiGhYIm4HBLv3CTxzk0wkrJ5Zsxm9yg8PWpzMAp/9Js8n75YZvscDRBfniwIlCfPaIV1VTv80XaZFpcQKQJBLVKo/ImQiicIaMtrA5OIxDn01MNsvOQqvEHfso6RjCUwx/ewZZsHl6v+kyvFnbcIslYO8qIhoWD5tLolblgjccOagmi5/ak8h6Pwvx/N88fnS9ywRsbM2fx6wObHx2wORArvk4GruyTesVFirV8IFIGglvH49ELlTyJJoGl5QiUVT+BRo8TDkWULlZP799LiH2PNpvXLen+tIYRKEWQtC0UWDQkFpaHVLfF3V8p84TmbhwZtvrTH5tGhHAfCEDnlFeWU4ZquQnfnLq8QKAJBPaAoMm6XTXQFlT9GMonLESYViy3r/ZNDY6jGXtad14SirI56GSFUiiBrWqcaEq5szVAgmMLlkPjURbDuIHx9vz29xNOswxt7Jd6wRiIoHGYFgrrD65UYnVyeyAAw02m8coJUanLJ783l8oweeYGepiTtXW3LHkOtIYRKEYiGhIJyIEkS79ossT5g8+BJm6s6JK5oA0UYtwkEdYvbp8Pw+LLfn83EkOUsZEbI523kJVwPRo714ZUOs2l7+7LPX4uIO28RiIaEgnKyq01iV5sQJwLBasDj15HzK6j8yUbwNnmJmUlSsUTReSpmxiQ+8DybeyX8wdUV/V8dC1hlJmtZyLJoSCgQCASChXH7dBxymnRi6Vb6WSsH2RiNrUE0JUUyFi/6vcPHThDQT7J+W8eSz1vrCKFSBDnTRK1/cz+BQCAQlBmvT8cpZ0jFl55Qm0mmcCom/pAbtytPegkJtel4hIaQtCpTFIRQKYJCQ0IRmhcIBALBwjgcMh63TWYZERUjlcYhGbi8Kj6/hBEPL+HNY7h9q6AD4RwIoVIEhYaE5euGKxAIBILVg8cjYaSWXvljpFI4HRaa7sQXcIM5WtT7LMNCzkfxBlxLPmc9IIRKEYiGhAKBQCAoFrdPA3PplT9GOo3LLSFLEt6gCwcx0snUou9LxRM45DRev76c4dY8QqgUg2hIKBAIBIIi8fh0pGyErJVd0vvMdBL3qYIdf8iNU0mTiCwemUnG4qhKBo9PCJVXLqIhoUAgEAiKxBNw4ZTTpGJLzFMxw+juggO6rjtx6RbpIip/MokEHo+9apxoz2Z1/lalJiuEikAgEAiKw+vTcSyx8ieftyEbnRYqAH6/RDoWWfS9VjKMz7d6b+er9zcrEflcDmzRkFAgEAgExXG68qd4oWJmDBQpjct9unLH69eLS6g1x/H4VmciLQihsihZc6ohoYioCAQCgaA4PB4wUsUbtmUSKRyyOaPE2Bt0IecjmBlj/velMijEca/SRFoQQmVRstZUQ0IhVAQCgUBQHG6fDuZE0ftnUmkccga35/TSTyDoRlPSJMLzJ9SmooVEWv8qLU0GIVQWJWeZoiGhQCAQCJaEx6eDFS7Y4heBmU6ha8xIiHV7NTTVILWAQ206kcCpGOhnCJzVhhAqi2DnTdGQUCAQCARLwuPXUZXie/6Y6RRuz+zXfT5ILiRU4nG8PhtZWr1eX0KoLEZeNCQUCAQCwdLwBnScSvGVPzkjiss1+4HY69cgM39CbS4zic+/upvRCaGyCJJtoq7eiJpAIBAIyoDToeB25UiEJ4t7gxXB5Zndq8cXcCHlJrEMa9a2fN4Gcxy3d/Xmp4AQKotjWzidqzekJhAIBILy0NHtJRvet2DVDkDWyiLbyTnzTHxBN04lRTI6u4IonUjikJN4/UKovLKxRUNCgUAgECydrvVN+LVRho/1LbhfJpnGIWXmjKh4Azq6IzNnQm0qnsApZ/AGV29pMgihsihSXjQkFAgEAsHSUVUHnT0a6dF9C/b9SSeTKLKJ2ztbqMiShM/HnEIlHYvj0rLoushReUXjkERDQoFAIBAsj54NLXgcA4yeODnvPmYqjerMzmuDEWpykYsfmbWElE4k8HpXf8RfCJVFUBB9fgQCgUCwPNwelY52idjQAXK5/Jz7ZFKp6a7Jc9GzsYWAPsDg4WMzNxhjeFaxI+0UQqgsghAqAoFAIFgJPZtacEsnGB8YnnN7NpPA5Zo/xUDTHKxd58UYf5F0Ml14j5UDa7JgLLfKEUJlAex8DkUWDQkFAoFAsHz8QTctzVnC/Qfm3sEKo7tn56ecSffGZho8wwwcPAQUKn5UJY13FVvnTyGEygLkcxayJBoSCgQCgWBlrNnYjJY/xuTQ2IzX83kbsrE5K37OxOlQWLMhgB19mWQsQTIaxyGn8QZEROUVjZ2zkKWcWPoRCAQCwYpobPHR0pBm7PihGa8b6anS5MWdRbvXNdHoH2fg4EEyiQQet/2KcE0XQmUB8jkTRZo/E1sgEAgEgmLp2dCEK/cSh597YTqxNpNI4ZDNooSKosj0bmpASb5MfHwQn++VYZ0hhMoC2LlCQ0KHECoCgUAgWCGtnQG2X+DBlXmUw089iZkxyaTSOBQTl7u4Xi3taxpoCkZR8hO4XwGJtFBmofLGN76Rnp4edF2nvb2dd7/73QwODs7Y54UXXuCqq65C13W6u7v567/+63IOaUnkcxaybKM6V39oTSAQCATlp3NtIzsva6bB8QxHnv4N8YlxXLqNohR3O5Ylid4tTYT0fjyr3Dp/irIKlauvvprvf//7HDhwgB/+8IccOXKEt7zlLdPbY7EYr3vd61izZg27d+/mC1/4Ap/+9Kf56le/Ws5hFY2dM3E6V7+ZjkAgEAgqR0Ozl51XdtPu20c2emxBD5W5aOsMsm1nO62dgfIMsMYo65rGRz/60el/r1mzhttuu40bb7wRy7JwOp3cfffdmKbJ1772NVRVZdu2bezZs4cvfelLvP/975/zmIZhYBin3flic9gKl4p81kIVDQkFAoFAUGK8Pp2LXtXL/udOEmj0L/n9bZ3B0g+qRqlY8sXk5CR33303l19+OU5noS/B448/zqte9SpU9fTa3HXXXcfnP/95wuEwoVBo1nHuuusuPvOZz1RkzHbOxCFnmBw4WpHzCQQCgeCVRVcXQJzJgdndkWuFnLlw9+dyU3ah8qd/+qf84z/+I6lUissuu4x77713etvw8DC9vb0z9m9tbZ3eNpdQ+cQnPsGtt946/f9YLEZ3d3dZxt67pY2W5qtpbCrL4QUCgUAgqAu8je1VO/eShcptt93G5z//+QX32bdvH1u2bAHg4x//OLfccgsnTpzgM5/5DH/wB3/AvffeiyQtb0lF0zQ0bWFjnFKxdnMr0FqRcwkEAoFAIJjNkoXKxz72MW6++eYF91m3bt30v5uammhqamLTpk2cc845dHd388QTT7Br1y7a2toYGRmZ8d6p/7e1tS11aAKBQCAQCFYZSxYqzc3NNDc3L+tk+XzB4GYqGXbXrl188pOfnE6uBbj//vvZvHnznMs+AoFAIBAIXlmUrTz5ySef5B//8R/Zs2cPJ06c4MEHH+Ttb38769evZ9euXQC84x3vQFVVbrnlFl5++WW+973v8eUvf3lGDopAIBAIBIJXLmUTKm63mx/96Edcc801bN68mVtuuYXzzjuPhx56aDrHJBAIcN9993Hs2DF27tzJxz72MW6//fZ5S5MFAoFAIBC8spBs265rR7NYLEYgECAajeL3L70WXSAQCAQCQeUp9v4tev0IBAKBQCCoWYRQEQgEAoFAULMIoSIQCAQCgaBmEUJFIBAIBAJBzSKEikAgEAgEgppFCBWBQCAQCAQ1ixAqAoFAIBAIahYhVAQCgUAgENQsS+71U2tM+dXFYrEqj0QgEAgEAkGxTN23F/OdrXuhEo/HAeju7q7ySAQCgUAgECyVeDxOIBCYd3vdW+jn83kGBwfx+XxIklTSY8diMbq7u+nv7xf2/GVGzHXlEHNdOcRcVw4x15WjVHNt2zbxeJyOjg5kef5MlLqPqMiyTFdXV1nP4ff7xQe/Qoi5rhxiriuHmOvKIea6cpRirheKpEwhkmkFAoFAIBDULEKoCAQCgUAgqFmEUFkATdO444470DSt2kNZ9Yi5rhxiriuHmOvKIea6clR6rus+mVYgEAgEAsHqRURUBAKBQCAQ1CxCqAgEAoFAIKhZhFARCAQCgUBQswihIhAIBAKBoGYRQkUgEAgEAkHNIoTKPPzTP/0Ta9euRdd1Lr30Up566qlqD6nuueuuu7j44ovx+Xy0tLRw4403cuDAgRn7ZDIZPvjBD9LY2IjX6+XNb34zIyMjVRrx6uFzn/sckiTxkY98ZPo1MdelY2BggHe96100NjbicrnYvn07zzzzzPR227a5/fbbaW9vx+Vyce2113Lo0KEqjrg+yeVyfOpTn6K3txeXy8X69ev57Gc/O6OpnZjr5fGb3/yG3/md36GjowNJkvjxj388Y3sx8zo5Ock73/lO/H4/wWCQW265hUQisfLB2YJZfPe737VVVbW/9rWv2S+//LL9vve9zw4Gg/bIyEi1h1bXXHfddfbXv/51+6WXXrL37Nljv+ENb7B7enrsRCIxvc8HPvABu7u7237ggQfsZ555xr7sssvsyy+/vIqjrn+eeuope+3atfZ5551nf/jDH55+Xcx1aZicnLTXrFlj33zzzfaTTz5pHz161P7FL35hHz58eHqfz33uc3YgELB//OMf288//7z9xje+0e7t7bXT6XQVR15/3HnnnXZjY6N977332seOHbN/8IMf2F6v1/7yl788vY+Y6+Xx05/+1P7kJz9p/+hHP7IB+5577pmxvZh5vf766+3zzz/ffuKJJ+yHH37Y3rBhg/32t799xWMTQmUOLrnkEvuDH/zg9P9zuZzd0dFh33XXXVUc1epjdHTUBuyHHnrItm3bjkQittPptH/wgx9M77Nv3z4bsB9//PFqDbOuicfj9saNG+3777/ffvWrXz0tVMRcl44//dM/ta+88sp5t+fzebutrc3+whe+MP1aJBKxNU2zv/Od71RiiKuGG264wX7ve98747Xf+73fs9/5znfati3mulScLVSKmde9e/fagP30009P7/Ozn/3MliTJHhgYWNF4xNLPWZimye7du7n22munX5NlmWuvvZbHH3+8iiNbfUSjUQAaGhoA2L17N5ZlzZj7LVu20NPTI+Z+mXzwgx/khhtumDGnIOa6lPzXf/0XF110EW9961tpaWlhx44d/Ou//uv09mPHjjE8PDxjrgOBAJdeeqmY6yVy+eWX88ADD3Dw4EEAnn/+eR555BFe//rXA2Kuy0Ux8/r4448TDAa56KKLpve59tprkWWZJ598ckXnr/vuyaVmfHycXC5Ha2vrjNdbW1vZv39/lUa1+sjn83zkIx/hiiuu4NxzzwVgeHgYVVUJBoMz9m1tbWV4eLgKo6xvvvvd7/Lss8/y9NNPz9om5rp0HD16lH/+53/m1ltv5c/+7M94+umn+eM//mNUVeWmm26ans+5rilirpfGbbfdRiwWY8uWLSiKQi6X48477+Sd73wngJjrMlHMvA4PD9PS0jJju8PhoKGhYcVzL4SKoCp88IMf5KWXXuKRRx6p9lBWJf39/Xz4wx/m/vvvR9f1ag9nVZPP57nooov4q7/6KwB27NjBSy+9xFe+8hVuuummKo9udfH973+fu+++m29/+9ts27aNPXv28JGPfISOjg4x16sYsfRzFk1NTSiKMqv6YWRkhLa2tiqNanXxoQ99iHvvvZdf/epXdHV1Tb/e1taGaZpEIpEZ+4u5Xzq7d+9mdHSUCy+8EIfDgcPh4KGHHuLv//7vcTgctLa2irkuEe3t7WzdunXGa+eccw59fX0A0/Mprikr5+Mf/zi33XYbb3vb29i+fTvvfve7+ehHP8pdd90FiLkuF8XMa1tbG6OjozO2Z7NZJicnVzz3Qqichaqq7Ny5kwceeGD6tXw+zwMPPMCuXbuqOLL6x7ZtPvShD3HPPffw4IMP0tvbO2P7zp07cTqdM+b+wIED9PX1iblfItdccw0vvvgie/bsmf656KKLeOc73zn9bzHXpeGKK66YVWZ/8OBB1qxZA0Bvby9tbW0z5joWi/Hkk0+KuV4iqVQKWZ5521IUhXw+D4i5LhfFzOuuXbuIRCLs3r17ep8HH3yQfD7PpZdeurIBrCgVd5Xy3e9+19Y0zf7GN75h7927137/+99vB4NBe3h4uNpDq2v+8A//0A4EAvavf/1re2hoaPonlUpN7/OBD3zA7unpsR988EH7mWeesXft2mXv2rWriqNePZxZ9WPbYq5LxVNPPWU7HA77zjvvtA8dOmTffffdttvttr/1rW9N7/O5z33ODgaD9k9+8hP7hRdesH/3d39XlMwug5tuusnu7OycLk/+0Y9+ZDc1Ndl/8id/Mr2PmOvlEY/H7eeee85+7rnnbMD+0pe+ZD/33HP2iRMnbNsubl6vv/56e8eOHfaTTz5pP/LII/bGjRtFeXI5+Yd/+Ae7p6fHVlXVvuSSS+wnnnii2kOqe4A5f77+9a9P75NOp+0/+qM/skOhkO12u+03velN9tDQUPUGvYo4W6iIuS4d//3f/22fe+65tqZp9pYtW+yvfvWrM7bn83n7U5/6lN3a2mprmmZfc8019oEDB6o02volFovZH/7wh+2enh5b13V73bp19ic/+UnbMIzpfcRcL49f/epXc16fb7rpJtu2i5vXiYkJ++1vf7vt9Xptv99vv+c977Hj8fiKxybZ9hmWfgKBQCAQCAQ1hMhREQgEAoFAULMIoSIQCAQCgaBmEUJFIBAIBAJBzSKEikAgEAgEgppFCBWBQCAQCAQ1ixAqAoFAIBAIahYhVAQCgUAgENQsQqgIBAKBQCCoWYRQEQgEAoFAULMIoSIQCAQCgaBmEUJFIBAIBAJBzfL/A1bwX43mAhgJAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Import relevant modules\n", + "from control import controller\n", + "from dynamic import ClosedLoop\n", + "from dynamic import Mission\n", + "from dynamic import Submarine\n", + "sub = Submarine()\n", + "controller=controller(Kp=1,Kd=1.5)\n", + "# Instantiate your controller (depending on your implementation)\n", + "closed_loop = ClosedLoop(sub, controller)\n", + "mission = Mission.from_csv(r'c:\\Users\\navik\\Documents\\Year_3\\B1\\b1-coding-practical-mt24\\data\\mission.csv') # You must implement this method in the Mission class\n", + "\n", + "trajectory = closed_loop.simulate_with_random_disturbances(mission)\n", + "trajectory.plot_completed_mission(mission)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "mission_venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From abcc9946c8ec4bdcc4f146c47280ec47305e9b25 Mon Sep 17 00:00:00 2001 From: Navik Date: Sun, 20 Oct 2024 11:01:35 +0100 Subject: [PATCH 14/16] corrected typo --- uuv_mission/dynamic.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index ff695214..f8d3e071 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -115,7 +115,7 @@ def simulate(self, mission: Mission, disturbances: np.ndarray) -> Trajectory: error = mission.reference[t] - observation_t action = self.controller.compute(error) self.plant.transition(actions[t], disturbances[t]) - action[t]=action + actions[t]=action return Trajectory(positions) From 71bfd0d68e0c52fba429962cb1bd8068b69487f8 Mon Sep 17 00:00:00 2001 From: Navik Date: Sun, 20 Oct 2024 21:02:15 +0100 Subject: [PATCH 15/16] change controller name --- uuv_mission/control.py | 2 +- uuv_mission/demo.ipynb | 12 ++++++------ uuv_mission/dynamic.py | 2 +- 3 files changed, 8 insertions(+), 8 deletions(-) diff --git a/uuv_mission/control.py b/uuv_mission/control.py index f3207ee5..39c61b31 100644 --- a/uuv_mission/control.py +++ b/uuv_mission/control.py @@ -1,4 +1,4 @@ -class controller: +class PDController: def __init__(self, Kp, Kd): #initialise PD controller with gains and error self.Kp = Kp self.Kd = Kd diff --git a/uuv_mission/demo.ipynb b/uuv_mission/demo.ipynb index 0c9f30ab..d7d65155 100644 --- a/uuv_mission/demo.ipynb +++ b/uuv_mission/demo.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -38,12 +38,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -54,12 +54,12 @@ ], "source": [ "# Import relevant modules\n", - "from control import controller\n", + "from control import PDController\n", "from dynamic import ClosedLoop\n", "from dynamic import Mission\n", "from dynamic import Submarine\n", "sub = Submarine()\n", - "controller=controller(Kp=1,Kd=1.5)\n", + "controller=PDController(Kp=0.25,Kd=0.6)\n", "# Instantiate your controller (depending on your implementation)\n", "closed_loop = ClosedLoop(sub, controller)\n", "mission = Mission.from_csv(r'c:\\Users\\navik\\Documents\\Year_3\\B1\\b1-coding-practical-mt24\\data\\mission.csv') # You must implement this method in the Mission class\n", diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index f8d3e071..d0f9215a 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -4,7 +4,7 @@ import matplotlib.pyplot as plt from terrain import generate_reference_and_limits import csv -from control import controller +from control import PDController class Submarine: def __init__(self): From 4695f6272e62198a940d561a16be50979c41a3ec Mon Sep 17 00:00:00 2001 From: Navik Date: Wed, 23 Oct 2024 13:59:29 +0100 Subject: [PATCH 16/16] change actions position --- uuv_mission/demo.ipynb | 24 ++++++++++-------------- uuv_mission/dynamic.py | 3 ++- 2 files changed, 12 insertions(+), 15 deletions(-) diff --git a/uuv_mission/demo.ipynb b/uuv_mission/demo.ipynb index d7d65155..81351b48 100644 --- a/uuv_mission/demo.ipynb +++ b/uuv_mission/demo.ipynb @@ -6,22 +6,15 @@ "metadata": {}, "outputs": [], "source": [ - "# Add relevant Jupyter notebook extensions " + "# Add relevant Jupyter notebook extensions \n", + "import autoreload\n" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\python311.zip', 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs', 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib', 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0', 'c:\\\\Users\\\\navik\\\\Documents\\\\Year_3\\\\B1\\\\.venvs\\\\mission_venv', '', 'c:\\\\Users\\\\navik\\\\Documents\\\\Year_3\\\\B1\\\\.venvs\\\\mission_venv\\\\Lib\\\\site-packages', 'c:\\\\Users\\\\navik\\\\Documents\\\\Year_3\\\\B1\\\\.venvs\\\\mission_venv\\\\Lib\\\\site-packages\\\\win32', 'c:\\\\Users\\\\navik\\\\Documents\\\\Year_3\\\\B1\\\\.venvs\\\\mission_venv\\\\Lib\\\\site-packages\\\\win32\\\\lib', 'c:\\\\Users\\\\navik\\\\Documents\\\\Year_3\\\\B1\\\\.venvs\\\\mission_venv\\\\Lib\\\\site-packages\\\\Pythonwin']\n" - ] - } - ], + "outputs": [], "source": [ "# You can double-check your Python path like this...\n", "import sys \n", @@ -38,12 +31,12 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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fBSRqpZw8PTfNI0q+LIMarUpBLC7ROsyNtVdccQUymQyZTIZKpaKiooLbb7+dYDA45HPceuutLFiwgOrqap555plhjv7oIAIVQRAEoRdvKMp3/7aZSEzizNl5XLasLN1DSgmZTEahJTGr0uUNE4wMr3nhWWedRXNzM1VVVfzqV7/iD3/4A/fee++QX19ZWcmpp55KcXExVqt1WNc+KBye2MtWIlARBEEQepAkiR+/vI2aTj9FVh0PXzQ/PY38fL7+v46ctRjo2EBgwGONsTAWnQqJRLfl4Wys1Wg05OfnU1JSwgUXXMDKlSt5++23gUR/nAcffJCKigp0Oh3z58/nhRdeAKCmpgaZTEZnZydXXXUVMpmse0Zl+/btnH322RiNRvLy8vjmN79JR0dH9zVPPvlkbrzxRm6++Ways7M588wzh/y6m266idtvvx273U5+fj733Xdfj7+P0+nkuuuuIy8vD61Wy5w5c3j11Ve7n//oo4848cQT0el0lJSUcNNNN+Hz+Yb8/RoJEagIgiAIPbywqYF/b2lCIZfxm0sWYNGr0jMQo7H/r4su6nlsbm7/x559ds9jy8t7HVNg0SI7UFvFHYyMaLjbt29n3bp1qNWJjKgHH3yQ5557jieeeIIdO3Zwyy238I1vfIM1a9ZQUlJCc3MzZrOZX//61zQ3N/PVr34Vp9PJqaeeysKFC9m4cSNvvPEGra2tfOUrX+lxrWeffRa1Ws3atWt54oknhvU6g8HAJ598wsMPP8z999/fI7A6++yzWbt2LX/+85/ZuXMnDz30EApFIg29srKSs846i4suuojPP/+cf/zjH3z00UfceOONI/p+DZk0zrlcLgmQXC5XuociCIIw7u1r9Ugzfvy6VHbHq9Jv392X8usFAgFp586dUiAQ6P0k9P91zjk9j9Xr+z/2pJN6Hpud3fsYSZKanQFpa71D2tnkksLR2KBjv/zyyyWFQiEZDAZJo9FIgCSXy6UXXnhBCgaDkl6vl9atW9fjNVdffbV0ySWXdP/ZYrFIq1at6v7zAw88IJ1xxhk9XlNfXy8B0p49eyRJkqSTTjpJWrhwYY9jhvq6E044occxS5cule644w5JkiTpzTfflORyeffxR7r66qula6+9tsdjH374oSSXy/v+95MG/vcd6v07MzoyCYIgCGkXj0vc+s8tBCIxTpiSzfUnTU7vgLze/p9THFFsrq2t/2PlRywe1NT0eViOSYMzECYcjVPb6aMi24hikMq7p5xyCr///e/x+Xz86le/QqlUctFFF7Fjxw78fj+nn356j+PD4TALFy7s93xbt27lvffew2g09nqusrKSadOmAbB48eIRvW7evHk9nisoKKDtwPduy5YtFBcXdx/b19g+//xz/vKXv3Q/JkkS8Xic6upqZs5MTTsFEagIgiAIALywuYHPG1yYNEoe+cr89JfHNxjG9FiFXEZ5loGqdi/+cIy6Lj/lWfoB9+cYDAamTJkCwJ/+9Cfmz5/P008/zZw5cwB47bXXKCoq6vEajUbT7/m8Xi/nn38+P//5z3s9V1BQ0OO6I3mdStVzGU8mkxGPJ9KydTpdv+M6eI3rrruOm266qddzpaWlA752NESgIgiCIOAJRnj4jT0A3HTaVHIP1Bc52mhVCsqyDFR3+PAEIzQ6AhTZdEPaTCyXy/nhD3/Irbfeyt69e9FoNNTV1XHSSScN+fqLFi3ixRdfpLy8HKVy6Lfokb7ucPPmzaOhoYG9e/f2OauyaNEidu7c2R2YjRWxmVYQBEHgt+/tp8MboiLbwOXHl6d7OGll0CgpteuRAV3+MG3DqK9y8cUXo1Ao+MMf/sBtt93GLbfcwrPPPktlZSWbN2/mscce49lnn+339TfccANdXV1ccsklbNiwgcrKSt58802uvPJKYrH+U6dH+rrDnXTSSaxYsYKLLrqIt99+m+rqal5//XXeeOMNAO644w7WrVvHjTfeyJYtW9i3bx+vvPJKyjfTikBFEAThKFfT4WPVRzUA/PjcmaiV4tZg1ql6NC5s9wSHlLasVCq58cYbefjhh7nrrru4++67efDBB5k5cyZnnXUWr732GhUVFf2+vrCwkLVr1xKLxTjjjDOYO3cuN998M1arFfmRe22S8LojvfjiiyxdupRLLrmEWbNmcfvtt3cHOvPmzWPNmjXs3buXE088kYULF3LPPfdQWFg45POPhEwaync+g7ndbiwWCy6XC7PZnO7hCIIgjDvXPLeRt3e2smJaDs9euXRMa6YEg0Gqq6upqKhAq8285aYWV5A2T6Jmi12vptCmQ56OmjLj1ED/vkO9f4uwWRAE4Sj20b4O3t7ZikIu4+5zZ6ansFsGyzNrKLDoupeBqjt8aekJdDQTgYogCMJRKhqLc/+rOwD45nFlTM0zpXlEmUcmk5Fj0lCWbUAhk+ELRdnf7h12qX1h5ESgIgiCcJT658YG9rZ6sepV3LxyarqHk9HMWhWTc42olXLC0TiVbV68I6xgKwyPCFQEQRCOQsFIjMfe3QfAd0+dilWvTvOIMp9WpWBKjhGDRklMkqju8OPwTeyGgJlABCqCIAhHob9/WkezK0i+Wculx6auWNdQjZe8DqVCTkW2AatOjYREvcNPm3toGUFHo2R8X0SgIgiCcJQJhGP87v1KAG48dQpalWKQV6TOwUqpfr8/bWMYLrlMRoldR44pUWG2xR2kcZhdl48WB/9dj6yIOxyiMq0gCMJR5s8f19LuCVFs0/GVJSVpHYtCocBqtXb3m9HrBy5Zn0lsGhlE5bR5gnS6wnh8AXKMagwa5bj5O6SKJEn4/X7a2tqwWq3dHZhHQgQqgiAIRxFvKMrv1yRmU246dWpGFHfLz88H6A5WxptYJIbDFyYuQQOgUcoxa5Vo0jhTlSmsVmv3v+9IiUBFEAThKPLsuhq6fGHKs/RcuKho8BeMAZlMRkFBAbm5uUQi4zOTxuUP8/cN9fx7SyPhaKLOyqJSGzevnEqRTZ/m0aWHSqUa1UzKQaIyrSAIwlHCFYhw4s/fxR2M8uuvLuCChZkRqEwkbe4gv3tvP3/9tI5ITEKnUvDDc2fyjWNLj/rloCOJyrSCIAhCD09/VI07GGVqrpHz56e2P8vRKtes5SdfnMPqW0/muEl2ApEYd/97O5f96VOanIF0D29cEoGKIAjCUaC208cfP6wC4OaV01DIxaf7VCrN0vPXbx3HvefPQqOU8+G+Ds789Qe8uKlBZAcNkwhUBEEQJrhYXOLWf27FH45x3CQ7Z88Z3eZGYWjkchlXLq/gf987kQUlVjzBKN//11aufX4T7Z5Quoc3bohARRAEYYJ78oMqNtU6MGqU/OLi+cjFbMqYmpxj5IVvL+MHZ05HpZDx9s5WzvjVGl77vDndQxsXRKAiCIIwge1qdvPI23sAuOf8WRQfpRko6aZUyLnhlCn858YTmFVgxuGPcMNfN3PjXzfjDUXTPbyMJgIVQRCECSoUjXHLP7YQiUmsnJnHxYuL0z2ko97MAjP/vmE5N506BYVcxqufN3PVqg34RLDSLxGoCIIgTFCPvrOP3S0e7AY1D144V6THZgi1Us6tZ0znn9cdh0mj5NOaLq56ZgP+sAhW+iICFUEQhAloU62DJw5UoP3Zl+Z296URMsfiMjvPXX0MJo2ST6q7uPqZjQTCsXQPK+OIQEUQBGGCCUZi/OBfW4lLcOHCIs4SWT4Za2GpjWeuOgaDWsH6qk6ueW4jwYgIVg4nAhVBEIQJ5lfv7KWqw0euScO9589O93CEQSwus/HsgWDlo/0dXPf8JiKxeLqHlTFEoCIIgjCBbKl38tQHicJu//eluVj0qjSPSBiKJeV2nrnqGHQqBWv2tnPPKztEYbgDRKAiCIIwQYSiMW5/IbHk84X5hZw+Ky/dQxKGYWm5nccuWYhMBn/7tI4nDwScRzsRqAiCIEwQv313P3tbvWQb1dz3BbHkMx6tnJXHPefNAuDB13fzv22iKJwIVARBECaA7Y0uHn8/keVz/xfnYDeo0zwiYaSuXF7BFceXA3DLP7awuc6R3gGlmQhUBEEQxrlYXOL2Fz4nFpc4e04+58wtSPeQhFG6+7xZrJyZSyga55pnN1Lf5U/3kNJGBCqCIAjj3P+2NbOz2Y1Zq+T+L85J93CEJFDIZTz6tYXMLjTT6Qvz7T9vOmrTlkWgIgiCMI7F4xK/fXc/AFefMEkUdptADBolf7x8CXaDmh1Nbu77z450DyktRKAiCIIwjr21s4U9rR5MGiVXLC9P93CEJCuw6Hj0awuQyeDvG+r558b6dA9pzIlARRAEYZySJInHDsymXH58ORadqJkyEZ04NYdbV04D4O5/b2dHkyvNIxpbIlARBEEYp97d3caOJjd6tYKrT6hI93CEFLrhlCmcMj2HUDTO9X/ejCsQSfeQxowIVARBEMYhSZL4zep9AHxzWRk2kY48ocnlMn711QUUWXXUdfm5+e+fHTWba8csUHnooYeQyWTcfPPN3Y8Fg0FuuOEGsrKyMBqNXHTRRbS2to7VkARBEMatD/Z1sLXBhVYl55oTJ6V7OMIYsOrVPPGNxaiVct7b085X/7CeVncw3cNKuTEJVDZs2MAf/vAH5s2b1+PxW265hf/+97/861//Ys2aNTQ1NXHhhReOxZAEQRDGrcNnUy49toxso8j0OVrMLbbwzJVLsepVbG1w8YXffsTnDc50DyulUh6oeL1eLr30Up566ilsNlv34y6Xi6effppHHnmEU089lcWLF7Nq1SrWrVvHxx9/3O/5QqEQbre7x5cgCMLRZH1lJ5tqHaiVcq5bIWZTjjbHT87mlRuWMyXXSKs7xMVPrOc/W5vSPayUSXmgcsMNN3DuueeycuXKHo9v2rSJSCTS4/EZM2ZQWlrK+vXr+z3fgw8+iMVi6f4qKSlJ2dgFQRAy0ZMfJprVXbK0hFyzNs2jEdKhLMvAy985nlNnJKrX3vS3z3j0nX0TsuNySgOVv//972zevJkHH3yw13MtLS2o1WqsVmuPx/Py8mhpaen3nHfddRcul6v7q77+6MspFwTh6FXT4eP9Pe3IZHCVyPQ5qpm0Kp66bEn3rNqv3tnLD1/eRjQWT/PIkkuZqhPX19fzve99j7fffhutNnkRv0ajQaMR67GCIBydnv+4FoBTpudSlmVI82iEdFPIZdx1zkxK7HrueWU7f/u0njZ3iMe+vhC9OmW3+DGVshmVTZs20dbWxqJFi1AqlSiVStasWcNvfvMblEoleXl5hMNhnE5nj9e1traSn5+fqmEJgiCMW/5wtLsy6WXLytI8GiGTfOO4Mp74xmI0Sjmrd7dxyVOf0OkNpXtYSZGyQOW0005j27ZtbNmypftryZIlXHrppd3/r1KpWL16dfdr9uzZQ11dHcuWLUvVsARBEMatf3/WhCcYpTxLz4qpOekejpBhzpidz1+vOTaREVTv5MtPrKfNM/7Tl1M2L2QymZgzp2cXT4PBQFZWVvfjV199Nbfeeit2ux2z2cx3v/tdli1bxnHHHZeqYQmCIIxLkiTx3PoaAL65rBy5XJbeAQkZaXGZnRevP57Lnv6U6g4fl/9pA3+/9rhx3V4hrZVpf/WrX3Heeedx0UUXsWLFCvLz83nppZfSOSRBEISM9Gl1F7tbPOhUCr68uDjdwxEy2OQcI3+95liyjRp2Nbu55rmN47qKrUwa57lMbrcbi8WCy+XCbDaneziCIAgpccNfNvPatmYuOaaUBy+cm+7hCOPAjiYXX/vDx3hCUU6flcfvL12EUpE5nXOGev/OnBELgiAIfWpxBXljR6Jsg9hEKwzV7EILf7x8CWqlnLd3tvLDl7eNyzorIlARBEHIcH/9pJZYXOKYCjszC8TMsTB0x07K4reXLEQug39ubOCRt/eme0jDNjGSrFMkGg4RCfrTPQxB6JfXHcQoKpNOaOFYnL9+kqidcsmCbAJuR5pHJIw3J5ZouP+cyfz4tUoee3c/kyxyzpqZPaxzaI0WZPL0zG2IQGUATbs20lm7O93DEIQ+eT1QVSNn5ow4qvG7oV8YxJp2LR0+K3Z1jOLmD9gtGswLIzAb+GKhiVeaDNz5ym6kqi4qDNEhvVauVFG24ESshemphCwClQHEYxHikTDGrIJ0D0UQemluaMLnlhGNGbFkmdI9HCFF3tyhAOC8UjBbs9I8GmE8u24uNITibOqU8/M9WTx2fBSLevDXudobiMfTlzUkApVByBRKlBoxtS5kHn8A/BEr4UhM/IxOUHscErtccVRyOH+yCqVG1E4RRk4J3H2MxHc+iNPkk/Gzz1X8fJkc5SA1eWSy9P7cic20gjBOuV0SkZiWgG9ilMkWenu5OpGhcVKhDLtWBCnC6JnUMh44Ro5OAVs64IkdmZ8FJAIVQRiH/N4QgaCaqKQTgcoE5QhJvN+YuIl8aZIIUoTkKTfLuHNx4vb/cpXEL7fECccyN2ARgYogjEPOLj+huB69LZdAIHPfYISR+1+tRCQO060wwyYCFSG5TiiQ8Z05MmQkftZu/ihOqz8z30tEoCII45DX5Scut2Gw2PCLDPoJJxaX+G+1mE0RUuuiyXIeWibHpII9Tvj2mjib2jIvWBGBiiCMQx5nELT5qPU6whElwWAk3UMSkuijFmgPglWT2J8iCKmyJFfGEyfLmWYBdxjuXB/nlep4uofVgwhUBGGciUsSbjcYzBZ0BgMxSUPAF073sIQk+ndV4kZxXpkMtUIEKkJq5etlPHqinLNKZcSB334u8Xln5sysiEBFEDLA559U097iHtKxfm+IYFiDwWpBa9ARiWnwe4IpHqEwVipdEp93glwG55WLIEUYG2qFjNsWyDi9OBGs/HRjHGcoM4IVEagIQpoFAmFaWmK0Nw2tNLrb4SccN2C0WlCqlEhyE36R+TNhvFCZuDmcWCAjRycCFWHsyGQyvjdfRqkROoPw0OY48QxoYigCFUFIM3dXgGDUgssxtHLWboefuCILleZA3Xy1jZBfLP1MBHscEm/XJ24MF08WQYow9nRKGXcvlaOWw4Y2+Mc+EagIwlHP7fQRjhrweOWEw4MHKx5nCJk2t/vPCrUJvy995a2F5IhLEo9tiyMBK4tlzLSLQEVIj0lmGd+dl/j5+9NuiV0eTVrHIwIVQUgznytITGEnFDPg6ho41zguSbg9YLBYuh/T6PUExBaVce+teoldDtAp4NrZIkgR0uvsUhmnFcuIS/DrqhwcgaHN+KaCCFQEIc1c7jiWvCKiWHB1+QY81usKEIzoegYqBgOhkJxIVMyqjFfeiMRTOxNT7N+cLiNLlMsX0kwmk3HLfBklRuiKKPnr1qHtoUsFEagIQhoFAmECQTV6ixm0hXicgQGPdzsChKM6jDZz92NavY5IXEPAKzbUDkU0GiccjmbEJsGDntsj4QxBiREuFHtThAyhU8q4e4mciwucfPuY7LSNQ3RPFoQ0cnX5Ccf05FjMBNw2nE6JuCQh76dbqcfpB1UFStWhX12tQU80rsHnDWG26sdq6ONSLBbn0/crcXtVKGQx1GpQqWXo9TLmHlOGQjH2n91q3BL/rkoETTfMlaMapJOtIIylyRYZtiInijT+XIpARRDSyOP0E5PlojPoMNqsuNs1+DwhTGZt38e7wij0uT0eU2vVxDEQ8DrHYMTjW0u9gw6XDUPpSQCEwmFcPh+Klo2Uu4NYbWMb6EmSxO+2xYlJcHw+LM0VQYogHEkEKoKQRl5XELR5ABitFtqiBlydvj4DlVgsjtsjQ59r6fUcKitBf2uqhzuuxSWJ2v1dxHTLKKgo6X48GolStXYHPldgzAOVD5phcweo5HD9HLESLwh9Eb8ZgpBGbpeEzmQFSNRFUefhdnj7PNbjDhKKajFaewcqco2VgD99u/LHg7YmF51uM/mTJvd4XKlSIilteN1jmzrlj0g8vi1RKv9rU2UUGsRsiiD0RQQqKRAIiOJbwuACgTCBkCqxkfYApTEXt6vvgMPd5SccM6A3m3o9p9bp8Q2cMHTUq9vXQVQ1DUu2rfeT6mz8Y7wZ+fm9Eh1BKNDDJVNFkCII/RGBSpK5nQE+fmcvzQ3pS+USxoeDG2kPnyExWKy4XLI+U429Lh+oclGqFL2e0+j1BIOJ5SGht44WD+0OPbmTpvb5vNZoxuMZuyygGrfEiwdK5X93nhyNaDwoCP0SgUqSdTS7cAZKqN3Xme6hZLRQSCxTeBx+YjIbWv2h/ShGq4Vw3ICro2fht1gsjqMjjNKY0+e5tPpE5o9fdFHuU+2+NkLyKdjy+k6x1BqNBINjU4tGkiQe/TyxgXZ5PhybJ4IUQRiICFSSrLPNR1ieR6fDQFuzK93DyThOh58Na/az9q39g061uwepKTLeed2HNtIepDcbiUpW3I6e6zj1VR10eOzklpb2eS6NQUc0riEgmhP24uj00dahIat8Wr/HGMwmInFdYnNzir3TkOiOrFEk0pEFQRiY+C1JomAwgsMpJ6d8KmHVVOr2d6R7SBkjGIywY1MtH69pp65rJq5QAR2tnn6Pdzr8bPpwH51t/R8z3iU20vbcGCuXy0Cbj8txaEYlGIxQvc+D3DIf02GF3g6n0WmJSbox32cxEts31rF3W+OYXa9ubxsBWQVZBXn9HqMzGQjHdHhdqQ2OvRGJP+xILPl8Y5qMPL2YTRGEwYhAJYnam1z4I1bs+dlklU2ltUNLV3vfGRxHk6a6LtatrmVvTQHKgrOYdvwpoCnC2dF/ENLV4sYfyRm0pPx45feFCQRVPUrhH6Qz23E6Du01qdzRhMNfQsmM/mcE5HIZKC0E+5hRyaTN3cFghKbGOC1NYzNb5nb6aW5VYC2ekfge9UOhkIPSjs+d2nGt2iXhOFCB9uIpIkgRhKEQgUoSdba6kTQlqLUa7Pm5hGQV1O1rS/ew0m7fzi5cHEfFsWdRODlR/VNnzcPR1f9+gK4OH65gTso/4aaLy+EjHDdgsPaeITHZbQTDWryeII5OH/X1MsylC1Br1QOfVG0j6I/0eKil0cnHb+/F0ZkZAV9zbRe+kA2fX4snxenAgUCYbRsa8TOZnJKCwV+gycbnTV1Qt6NL4pXqxGzKTfNEBVpBGCoRqCRJLBans0PCYE+8IcrlMmylM2hpVeJ2DtwRdyILh6OEQgpshUU9brTmLDu+oK7PfSiRaAyHUw5yHR73xMxi8ToDxOQ9N9IeZLRaCMUMODt87N/ejF82jfzykj7O0pNGb8TvP5S5Eg5H2bOtHUewFEeGLKG1NnrAMIlgzERXCscUDkfZsq6WFs9UyhYeP6TS+DqjEW+KhhSJS/xySxwJOKNExqIcEaQIwlCJQGUA+/Yp2LfHP6Sp8842D/6ICWveofLmOcUF+Cmjdu/RO6vidQWJxHXoTcYejxttVkIxc583q65WL8GwEXtRKT6/nHB44mUIeZwB0OT2+ZxKo0JS5lC/v5mWDjP5U+cNuGxxkFqnwx+gu9nevm2NdPlKiGuKcWbAjIrb6cfh0pJdUgaaYlydqVkWjURjbF1fQ7OzgtIFJ6Az6Ib0Oq3RSCCkSElG2t/2StR6wKqGb88RQYogDIcIVAYQ08+hsmU6n7xXO2hdlM4WN1FZHkbroWJccrkMc9FMmlvA6xnbqpeZwucJEo7p0JkMPR5XqhSgLcHZx83K0eEhIsvBXpBPKKbH3TXxln9cLgm92drv80pDHl6/hrhxHtZc+5DOqdXriUbVBP0R2lvc1NUpsJQtwZyTj9NF2rsFN9V2EZQKsOZlo7Pm0tkRS/qYYrE42z6ppaGjmKJ5KzCYjYO/6ACD5WDmT3J/3mrcEn/Zm/h73jhPhkUtAhVBGA4RqAxAqbOhLT4Vp3w5mzcE2LGplmi076WIzvYQamvv1NG8smK80RJq9x6dfVh8niAobX1OvRtsOTi6pF43q672ICpLcSJVN27C45pYS2d+b4hQWIPe3HcGD4ApO5uu0DSKZ0wf8nm1Rj0RSY3HGWDv520EVXPILy/GZLcRCPe9zDZWYrE4rc1BNPbJKBRyLDnZ+MP6pI9px8Y6aptzyJu5ot8Mqf4kulDrk1pKPyZJ/GJLnKgEy/Lh5EIRpAjCcIlAZRAqtZppSxahKzmDvdU5fPp+Va+iWm6nH5dPhzW3dzEuhUKOPmcaba3RtH+iTQe/JwSavotsmbLs+MM6XF2HApFAIIzbq8Zkz0osd2jy8E6wQMXl9BOK6zHZ+2gueEBuSQEzT1w55GULAI1eRzSupWpnPW2eAkpmzwXAaLMQjplxpjEDraPFg9tvIru46LAxWelqdSftGo5OH/VNKmyTTxjyLNThFAo5qLOSmvnzn2qJXQ7QK+F78+TIZCJQEYThEoHKEOWXF1O86Aya3dP5bF1tj30rbU0uwjE75uy+3xytubn4g3qcHenfJzDWvF7QGXv3poFDNytH+6F9Kp0tHoJRE9acLADURjtu18TaUOvu8hOX21BrNQMe11ep/IEkUmwtuHxmTEWL0R9YblMo5KApStmekKFobXQQVZZ1L40qFHLQlyT1d6JuXxtBysguyh/xORTaLHyeyOAHDkGrX+KPOxMfTq6ZJSNHJ4IUQRgJEagMg8FspHzxCbR4pvHZ2lqCwcQbWmebD5mxvN/MAqPNTFjKpjOJnx7Hg3A4SiAoR2vse59AXzcrR7sbSV3cnSGkM5kn3IbarvYASuPgWTwjos4ioJhF/qSyHg/rrNk4HOkJ+MLhKK0tcYw5PcdktGXjcCanP5HfG6K1TYa1ePqQNh73R2sw4k1S7PSnXRLBGMyxw3nlIkgRhJESgcow6Qw6yhaeQLNrCp+trcXt9ON0KrDk9l/1Ui6XITeW0tk+sZYwBtNfxs/hDr9ZxSWJzo4YOtuhT8RGq5lQVJ/IkpkAAoEwLo8KU3bfy2GjNXnhQiYvWdbrZm2y2wiEUl+7pC8t9U78ETs5JYU9HjdnZxEIG5KSkVRX2Y4vUkROceHgBw9AazISCqlGXSRvv0tidUNiNuWGuXLkYslHEEZMBCojoDcZKF14Is2uCrasrSYYs2HLHfjGY8nNxelSZlSV0FTzuhOBypEZP4czZ2cRjBhwdflxOwP4QnrMWVndz+vNRqIYJ0yg0tHsJhSzdC9tJZtSpexzychktxKMmXCkYZ9Ka4OLuG5Sr6Uug8VEhKxR11MJh6M0NYTQ5c4Y9nLZkfQmY1J6/vxxZ6JmyilFMqZZRZAiCKMhApURMpiNFM9bQUdwOnFN6aBVQ605WQSjFjpbMqPw1ljwewKg6Dvj5yCDxURYstHV7qGr1U04ZsWUZe1+Xi6XgToPj3Ni7O9xdHiJq4sGrzKbZEqVEjSFuDrH9ufP6wnS2aXCVtB7qUsul4GuGGfn6ILQxupOXIEc8iv6btg4HFqDnigGfKOYedrcLrGhDZQyuGqmCFIEYbREoDIKRquJSceeTsWCxYMeq9aqkTTFdLUfRYGKNwzagWeaDt2s/DjafaAv7RXYqAz2CVGhtntpyzryzZ6joTHl4HT037YgFVydPoIxE/b83hlxAObsbJwuGZHowOOKSxJNdV29irHFYnEaalwoLDMG3Zw8FInAOHvEmT9xSeKpHYmf1fPLZRQaRKAiCKMlApVRUms1Q36D1NsKUlLkKlN5ff1n/BzOZM/G4ZDR5ZBhyup9Q9ObLXi8g9/MMp2ry48/2Hca+1gw2m34Aupe6fWp5PeGkBSWxIxOHyzZdoIRE12t/S9JhUJRPltbxaaNET5+t5qmuq7u51obnTi8NvIrKpI2ZqXWhtczss3ba5ok9rpAp4BLp4sgRRCSQQQqY8iSk3PUpCmHw1ECgf4zfg5nzrITjBoIRoxY+ti7YbSaicT1eBzjY59Kf4FoR4uLMFkYbf3XT0kls91GKGbqkQ6eagFfCFT91zTRmwxE5Tk4+umk7ej0sWFNNbWtZZgnn4lDtpzPNobYur6aQCBMfWUnMe20HhWhR0trNOL1Dr+SbyQu8fSBdOSvTpVh04yPQCUSjR21lbOF8UEEKmPoaEpTHkrGz0FGq4ko2URk2X2WPNeZDETiRtyOzM+a2rutkY1r9vd5k3O0B5AbykaVPjsaaq2auDIPV9fYbaj1++ModQMHEUpjEc6uUK/H66s62Li2lfbgAsqWnEZOUT7TlizCOPlsKptLWb+6lg6ngdzyyUkds85oJBLTEBzmzNNrNRLNfrBp4MuTx0eQArBzQx1b1tWlexiC0K++52OFlEikKZfQ2V7L1HQPJsWGkvFzOH3edOTyvjM2EhVD8/C6diRziCnh6grS2mmlqaaL4opDs0OhUBSnS4GpKDVpyUOlNObh7No5JteKSxI+H+iyB/4ZMGVn46pVsHV9JbEYRKMyIlEJp1tH3LyCKXNn9di3lFOUjyXrdOp27iImC2LLS+73VG8x0RXT4nEF0RuHtqzrjUg8vycRnF4+XYZOOT4Cla52L00tKmQyOcFgBK1Wle4hCUIvIlAZY5bcPFy1ygn/puD3BECZN2DGz+FKpk8Z8HmVMQu3a+yKvsUlCbczgNWmH9br/AFwh3Kp3ruH/BIbSmXi79/Z6iEQNVEySBp7qpnsdjxj9PMXCkaIRFUY9AN/D2252VQ1L6GqS0KuVCFXKlEolRgqLOSWFPT5GrVWzZRF81MxbLR6LTFM+NwOKBraMt2f90g4w1BqhLPLxkeQArB/Rwve+Ey0NOF2+NEWpGdZUhAGIgKVMWbNyaK2ykJHs7vHJ+6JxucN99vjZyT0ZjPeRhnRaLz75p9KLfUO9mxp5NhTpw35U3U4HCUYlJNTNoWOZhc1e1uZMitxo3W0uYkrp6LVa1M57EGZ7FbcVSYcHV4Kim3djwcCYaKReKLwXjTxX41Whdk69F5DR/K5QkTi2kFn1VQaFdOPWTLi66SEOhuXo3FIhzZ4JV6uSsymfHuOHGWalvaGq6nOQWuniaKZC2jd7cXrdJArAhUhA4lAZYyptWriqmK62rZP6EDF60ms9SeLwWKmo96A2+HHnpO88/anpd6JN5qL2xUYcqDi84SISjpy8nKJRuZTW/UORRVhdDo1HR0RNJaiFI96cDqDjpg8m9b6/XgcfryuIB4PBEIqYpISJBlx5CDJMelbOfGMyUOeFTuS3xciGtei0Y882EkXS0E5rQ07cDv9mK0Dzwj9YUeiO/IxuXBs3vgIUmKxONW7O4jqlmHNzaK1Og+Pc2iB2XgWi8VxtPvIzk/e5msh9USgkgZ6ewGdnZ8Tl6QJWVo7HI4SDCnQ5icvoNCbjYRjBtzO1AcqoVCUjk4ZoagBv9sLQ4wvfO4g4agWrUFP0dRJVH5cRuWORkqn5OAL6LCUZEZgqjQXU9vYSVxhBW0eepMFfZEJlVqNXKFArpATDUdo3/EqrY0uCkttg56zL35vEJS5Iw500imnpIC9deVU765k/nH9pz5vapNY1wJyGVw/Z/z8PesrO+hwZ1O0YDoAGoMNl3vil01oqu1i//Zmjjt9Ojrd2BZdFEZOBCppYMnJobNNT1uTi/wia7qHk3QHM35sQ8j4GapEB+A8vM7UbwRtqXfgD9tAmY3P0z7k1/m9QVAVHijjrsBcMo+GhkakeCuheG6/3bXHWvmcmcQiUwetjtuirqCt4fMRBypBXxjUmfF3Hi6FQo6tdBbNDTVUOAN9LoHF4hK/354o7vbFChmlpvHxoSMcjlJb6UJuPbk7rVtvMeOvVRAKRdFoet8WotE4HlcAi10/rj9cOTs8+GN2/J6QCFTGkfHzEWACMdrMhNXT+XyTg5q9bekeTtINN+NnqJT6LDye1Bd9a2t0I+knobHk4PUOvSJuwBsE1aFZk7yyYvxMoaPVA7reFXfTRaGQD6mEvymvlLYOWXeX8OHy+SQ0+tQv06VKTkkhvngZNXta+3z+tVqJag+YVHBZhhZ32721gTWvV7JlXRVVu1roaPFQtauFLn8hRdMO5R4arWYiMUO/JQDq9rXxyQedrH1rP/u2N43buitdXTHCMQN+b+90eCFzZcY751FGLpcxZelxRM2nsm0bbFlfRTg8dhktqeb3BEBlT/qNWWc04vPJiMVSV07f7wvT6VBizS8+cL2hF/7y+kCtP7T2rVDIyZk0l87AJExZuakacspkF+bjj2TRUu/o83m/L0zt/r5nnGKxOP6ADI0hucHqWFIo5FhLZtHULOvVddoTlli1O/FzccUMGWZ15gUqwWCE+towXfHjqHYsZutOK+vX+amskqPLnddjY7feZCCKGU8/gUpnmw+fYi5O5als35vFR6vb2PhBJY4kdL4eK15PkEBAQySqSRQiFMYNsfSTJgqFnPI50+loslK972N83mpmLykadjpsJvJ5wqBO/n4MvcmEs0mDzxMaVTbKQFrquwjEsiksyMXrcHVfz2QeOFsnFovj94GmoOeNOaswF4kTseakNy15JNRaNZJ+Mq0N6yif2jvQ2vVZPZ2dErlFll7T6AF/mGhMjcUwvn+ec0uL2FtfRs3uGuYeUw4klnwe/iyOOwylRonzyzPz815TdSfeSB6TFs9DpVERj0v43V78Hi9ZhXm9X6DOxePqvaE2HI7icMqxFZWQX15MLDaTzqZWamv3Edq0lWNPndxnJl5cktj2aS0ms5ZJM9PT3+pwjnYvgagRuS6XgLcp3cMRhiEzf8OOItmFeZQuOZ1W/3y2fdqQ7uEkhdeb3Iyfg/RmI5GYFu8oOtsOpq3Ji9w4GaVKmbheXId3CA3q/L4wkbgGvbH3DEJ2Yd6BfSvjj72wCIdTi9vZ83vQ3OCgpd1AIGLD0d670q3PnUhN1vbx/RhPFAo5luJZNDcnPpFLksQjW2KsawElcc6TtaDIwHTkWCxOY50HpWUaKk2iXo5cLsNoNZFbUtDnbKfGZMft6j1b2dHiIRA1Yz1QA0ihkJNbUkDZ/MW0ufOp2tXc5xjq9rVT12CgvSUzZl1cnV7QFKI12fBnfpFr4TAiUMkAOoOerPJp+AKaEe8HyBShUJRASDGkHj/Dpdaqicut+DzD6/mzf2fzkKao3c4ATrcWW0HBgetpiMtM+IYQGPk8QaIT4MZ8JHt+LoF4Li31hxoBRqNxKnd2ENbMIa7Mw9nRO1AJ+ELE0Ke9bkwy5JUV442VUbWzmUc/8vBGvQyZJLESC1ZfKKVLkSPV2ujE6bWSV14+5NfoLWb8AWWvDtWJGkAFvf4t9SYDhoJF1FRFcDt73vk97iD793jwxkrweMmI75GjK4rGnIdWr8fvH34vJyF9RKCSIXQGA5GYdkg3xUzmdQWIxIbW42dENNn4hzDDcZDfF6ZqX5Cdm5qIRgd+s2xtcBCI52DLO6y7sTonsUl2sOt4gsQkw4S4MR9OoZCjsk2ltcnX/cZevaeFdnceJTNnojQV4Ozq3RMnkQE1smyhTKNQyDEXzeK1Jiv/7UoEoheWzeSE6XMJRnX4MnBjaWN1F1HN1GE1azRYTITj+h4bauOSNGANoIIpFXilaezZ2tz98xGLxdm5qR53bAZlc+YSiup67fEZa35vCJ9fjdFuQ6PXE4mqCI3zD4VHExGoZAidyUBU0uHzjO9NXh5XgKikT3rGz0EagwXvMHrqtTe78EXstLkL2L9j4HXp1iY/SkvPAmcqvQWvZ/BPgwFvCDSZUScl2bKLCnH7zXS1evF7Q9RWBdHlLURvMiRK8nuVvWYCA74IMvXECFQAWs1qVsvNAJxVMpWTSyYnbuxRPa6uzFpHcHT66OjSklXaf/2XvuiMBqJxE57DZkfczgDegL572edICoWcghkLae6wUF/ZAUDV7hZaunIonLkEo81KOKrvd5PuWOlq9xKMmbBk2RNNTiUNPtf4fq89mohAJUMoFHJQ2hIZM+OYx+EDTX7KUnG1RiM+P4POjhzU1eYBbRnGosXUVMfo6mM/BSTe3F0+PVkFPXvLJK43eKaR3xdFobEOaUzjjTnLSogiWhq62LetCVdkEoVTJh14zkYolijJfzifD7TjOOPncO5wiD/v34oELMsr4ZySRFqvUqVMbEB1pv4m7PUE+fyTKiLRwdPzGyvbCVCKPX94mWZyuQw0+T3+Pl0tbsJxG6as/oNOS7YNmWUBVXvctDQ6qa4Mo81bgjnLktibNUbfo4G4Or1IqnxUGhUavY5oXItfZP6MGyJQySSaLPze4bWWzzRuVxyNKWfwA0dIbzIlNrgOYbo9Go3T2Slhys6nYHI5Afksdm9t7jPoaKnrIiTl9yrKpjcaCUc1g850eSfQjbkvhpwKWpvCNLRoyKqY3705WKvXEpNn4zosUIlEYwRD8nGdmny41Y2VhOMxSo0Wvjp5DrLDCp4pdNl4XKlfQuhodtPUrKZ+38AFCIPBCC2tEqb8qYnAY5g0Jhse96Hfj842H+gHrwFUOnM6jlA5uzY34mM2hVMndT+n0GXjdad3mcXRFUFtTmQeHfxQKFKUxw8RqGQQndE0rGWNTBMKRfH6FOgtqWtspjcbiMR0eJ2Dzzx1tnoIhM1Y83KQy2UUzVpAqzOPql0t3cf4vSG2flxNVY0cfU7vN/dE5s/AmUahUJRQWIlmgm2kPVx2SSHuYC5h5cxeHY2VxkKcjkMBdsAbIhLXoBvnqcmQmE35sKUWgHNLp6GQ9XzL1FsseLypre0D4HX56fLnU1vlHbDmUn1lO55wHrmlxSO6js5sxh9QEA5HD6QlyzBnDz4zo9KoyJ6yhPbQPIrnLOwR2OjNZtye9G2o9fvCeH2J/Snd1DaCIlAZN0SgkkE0BgPBkHxI07uZyNnhIxwzYLKnLlBRqpRIStuQNjB2trqIyPPRH9gvY7Sa0OcvoroyTGebh33bm1j3XiP7G8vRl51N8fQpvc6h1qqJy8wDZhr53ImMH90EmUHoi86gxzrlRErnLej1nMFmx+2Wd99Ave4Q0ZgW3QQI3FY3VhKJxyk3Wplp7T1TaLCYCUW1Kd8s6nZF0dsLcQbyqN3XdzXrWCxOU70PlW1Gd0rycBmtZkIxPe6uAB0tHoJRS7/7U46UXZjHnJNPx2DuuZHeYLUQSuOmY0e7h1A8sT/lILUusYQsjA8iUMkgetOBOiGuzMsiGAq300dUZk/9J2l19pBKYHe0h9HaSno8Vjh1El5m8tn6ZrbvNhG1ns7U408nr7Sw/6lyVTb+Ad5kfZ4gkbg2ZRuIM0VeaSE6Q+9Ce5YcG8GosXv/T9AXIi43jvhmmSkOn005q3RqjyWfgwwWc6JZZgo31Eajcby+xMyGJnsuDTWBPmdV9mxtoMubR1556YivdXBDrdvpw9HmJqYs6PPffDjSvenY1eUlrszr0TZCo9cT8EsiRXmcEIFKBtEZDYTHcYqyxxEAbR8VL5NMZ7LgGaTTq9Phx+PXY83t+SlYoZBTPHsRYcsZlC49l9KZUxObIgegMljwDdDzx+8NgdKWMb18xprOoCcmz+6up5JITR6fzQgP925jFZF4nDKjlVl9zKYA3ZtFva7U3YTdDj+RuAGDxUzhlAqcgQJqj+gRVru/neoaFZby43vNaAxHYkNtHl5XYMC05OFQqpSgysbrSk+igKMzisrUszKuVq8nElUT9IsU5fHg6HxnzVBKlQJU1sQb/TgTlyRcLjBYUp+SqjUaCYbkA67VdzS7CMftfWYrGK0myufMGPLMj3aQHkMBb2jC1AwZKYWhCGdX4ufW74+j1KZu+W8seMIhPmipAeDsfmZTDlLqsnGncEOt2+knHDOgNxtRazVoc+dQVx3oLszW0eJhzw4fMvsy8stHtjflcGqjna6OIN6AbsjLPoNR6HPxuMY+USAQCOPxqTBl9QyctUZ9IkU5A2vgCL2JQCXTDLCs4feG2Lc9fT0qwuEozn7qIfg8IQJhLUabNeXj0JuMhGO6AZfIOtt8yAzlSZnl0BuNhOPafjN/fD4JjWHohbUmIqPdjtuT2ISZ6Jo8vjfSrh7CbMpBOosFjyd1G2p9rgCoc7t/lgsmleMOF1GzpxWvJ8j2zS34lAspnTU9KdfTWyyEo1rCsYHTkod1TrMZj2fsq8E62r2EokYsR/w9tAY90ZhWdFEeJ0SgkmE0ehM+b9+/zI01ndRWugkE0pPCXLuvjc/W1vQ5k+Hq9BGKGjDaUv9JWmcyEInr+83ECQYjOJ1KLLnJ6VisNxuJ9tNj6GCX4FS0DBhPzFk2QhEj7U2ucZ8BNZzZFACjxUw41rsfUtLG44miNBya2VBr1ehyZ1NfG+TzT+rpDM1k0oJFI0pH7ovBbCIYNYGhLGnLmQarhWBUN+bLP86Og/tTND0el8tloLKKFOVxQgQqGUZrNOIP9P3prKs9QCBmS9tmW78niDuUR0u9s9dzbocP1LmD7vdIBoVCDqosfP2U0m9vchGIWrAlado60WPI0mfmj88TIhzToB3nMwijpTcZiMrsNNd1EpM04zoDanXT0GdTAPRmE+GYEU8KApVoNI7HI0NvNvd4vGBSOe5QCa3uUkrnH5fUjct6s5FAvBBbfmHSzpnYUKvD7RjbQMXRGUFp6qdzs8pG0D++61YdLVIaqDz44IMsXboUk8lEbm4uF1xwAXv27OlxTDAY5IYbbiArKwuj0chFF11Ea2trKoeV0bo31B6xdhoKRXG55UTSmObn80l4g/a+AxVXBKUxOTMYQyHTZOHrpzheZ6sbSVPaY5f/qGn6zvzxeROpyXrz+L0xJ4tMX4TXFSQc1aIdpzVU/NEIHzUfyPQpmTLobAoc3FuWg9eV/C7BHleAcFSL4YhARaVRUTDnRIrmnTqqzbN9kctlzD3l1F71ckYjUcU3p88KtcFghIbqTvbvbGbHxlo2fljJ+tX7R53y7Xb6cXs12PqZWdUYTPh8IuvnSJFobEhNXMdSSgOVNWvWcMMNN/Dxxx/z9ttvE4lEOOOMM/D5Dn0TbrnlFv773//yr3/9izVr1tDU1MSFF16YymFlNL2p72WGztZEq/W43JzYvDnG4pJEwA9acxZdDk2Pae5INIbbLcNgsY7ZePSmvovjxWKJarSGrOS9yQKo9Ra8fSzJBTwh4hh7TS0fjYx2O+G4AVSW7sq1480HzTWE4jEK9SZm24YeeCuNObhd/W/uHim3w084bsDQR3NBS7ZtWE0H002hy+m1oTYWi/PZ2lo2bJSzbXcOe5tn0RQ4gRZHPp2t7lFdr7XRSVDKwZLbdw8utV5PICC6KB+pdm8bn62tS9lS5kikdJ7+jTfe6PHnZ555htzcXDZt2sSKFStwuVw8/fTT/PWvf+XUU08FYNWqVcycOZOPP/6Y4447rtc5Q6EQodChG7XbPbof5kyj0qiIy834PD3TD50dbuLKqSg1dnzeyjEfV9AXJhLTkDupnI59rTTXtWG2JlIX3V1+QlEDVuvYZXpoTUb87SoCgTA63aGZk652L/6wibzc5Jbx1xqN+JsTS3KHr9v7vUFQj/9U3GQw2220NphgnDYjDMdirGmqAeD04slDmk05SG+24GmWEY3GUSqT9/nP5/aDunhCpL7rzRY8HYnAQH7ge1u7t402ZzZFC8/tEXTtWe/E79k9quu1N/tRmJb0+73TGfR4YhqCvjB6o/igcZDHGaDdP4n92xtYdMLkdA8HGOM9Ki6XCwC7PfHGvmnTJiKRCCtXruw+ZsaMGZSWlrJ+/fo+z/Hggw9isVi6v0pKSvo8blxTZfWaNelsj6CxFKI1GPClocy+1xMkEtOgtxhR26fQ0ujv3kfj6vIRlczokzwFPZC+iuPFJYmaPe1E5EVJ/6SZyDTqvSTn88ZQaq1JvdZ4ZbSaCMZyUenNgx+cgda11uGNhsnW6lmYPbwZOYPZTDiqw5PkzaJuVxSlIXW9s8aS3mwmGDm0odbrCVK134cqa2Gv31el1o5nFDNUbqcfp0eLPb//f0etUU8kpsF3xHttJBpj346mITc+nWjcLgmFPo/mNh0tjc50DwcYw0AlHo9z8803s3z5cubMmQNAS0sLarUaq9Xa49i8vDxaWlr6OAvcdddduFyu7q/6+vpUD33MHVlgzOMO4vVrMWdlDamGSCr4PSGikg6NTkdOSTHugIX2lsRsltvhB11B0rIOhkJr0BPF2KM4Xs3uVpo6bBTMWJT06/W3JOf3M2Ga7yVDybxl3Z2Vx5NYPM67jVUAnFY4qVdPn8EYrCbCcWPidyFZY4rF8Xpl6EzjM/A7ktFm7rGhdu/nTbijU/tsXaE7sLQ70mWZ1gYnoQGWfQA0Oh1RqXeKcs3uVir3RWiu6xrRtcczvzdEIKgmr3wSYc1sKne2p61H0+HGLFC54YYb2L59O3//+99HdR6NRoPZbO7xNdFoDQZ8/kO/pJ2tboIxC+Zse+KGKQ1cQyQVAr4QqO3I5TKMVhNRZTktB36RXa44OnP/bwipIJfLQJ2F35t403N0+ti/N4gmdymW7OQvPag0KuIKC50tLhqqO6na1cLOzbWEIiq04zgVN9nMWRa0em26hzFsGzuacISDmFQajs0bftE0hUKeqFDbx2bRkfK4g4SiWoyWifEep1QpQZmF1+Wnqa6LplYDuVMW9rmfSW82EYr2X7toMO0tfpSmSQMumcnlMlD2TFEOBiPUVQfo9JfSUu8a0bXHM2eXn1Bcj8luoXjmbNpdOf32lhpLYxKo3Hjjjbz66qu89957FBcfehPIz88nHA7jdDp7HN/a2kp+fj8pZUcBvclIJKrpjvSd7V7QlaBUKdAa9ISjvZcgUs3vC/eovmrKK6OtLREgBAJqDCnsmNyfg9PDkWiMnZub8MlmUzQthWuqmlxq6g1s2Khg664s9jRMJ6hd2qPZmTD+xCWJdxoS+75OKaxAJR/ZRmClIRtXEivUehx+wlE9evP42TA7GIUhD2dngH07OokZ5mEv6HtZS282EYnpRpTyfXDZxzaUe4ja3mOZvWZPK+5wEXlTZtPpUKW82WSm8Tj9xOV21FoNBrMRdfYCqvf5CIfSO6uS0s20kiTx3e9+l5dffpn333+fioqKHs8vXrwYlUrF6tWrueiiiwDYs2cPdXV1LFu2LJVDy2hao4GOeGKZQadXH8hiSWQgHCqz3zimY/J5QXdYUbPsogKq63Oo3N5AKJZNfgo7JvdHazTi7YC9WxtocxVRsnhRSjcdTl64kEh4NmqtdkJsbhQStnW10hLwolMoOSF/5A39DBYLviZ50jbUepx+UE8ZtxlUfdGZzHja5HhjJVQcM6vf49RaNXGFFZ+7BRjeDGlrg5NQfOBln4M0egP+A5NggUCY+tow+rw55JUVs78+j+baDkxzR9/vaLzwuIKgPRTgFU2dTOXH+2ltqWRmGseV0nfbG264gT//+c/89a9/xWQy0dLSQktLC4FAIkq2WCxcffXV3Hrrrbz33nts2rSJK6+8kmXLlvWZ8XO00Oq1xDDh9wRxdvoIRAxYcg4rXtbHZttUikRjBEPyHnsx1Fo1ctNUPK4wcWV2WtJzE5+6NNTWKbGUH4M+xd2LlSolOoNeBCkTiCRJvH1gNuXEgjJ0ypEXTkt0UtYnbZ+Kxx1GoUtO0cJMYbRZcQSKMJcsGvw9Q50zYIPW5gZHnyXw25r9KM0DL/scpDEkApW4JFG9qwVPpJSCyYnWGyrbVFoa/RMqfdnvDXV3OT9SXJJwOekxO67SqLCWLaC5Mxt3GlfCUvqO+/vf/x6Xy8XJJ59MQUFB99c//vGP7mN+9atfcd5553HRRRexYsUK8vPzeemll1I5rPFBbcfvCdLV5iEiZWOwHJr+1RjMfdb0SBWfJ0Qk3rvaaFZhEb5oDnJd6jsm90VnMuINWwnrFiSlGZtw9Nnj6qDW60Qll3NyQcXgLxiAwWIiJOXQ2uAY9bhisTjePirSjneWbBslC06moGLwbE2tyYK7ny7pgUCY7Zu62PBRHe7D9gW5nX5c3iEu+5BIUY7GNXS2emhoiGEqnN1dXTunpBiX30x708QpgVG1s5ltGxv73CDrdQUJRrUYj0huyS0tIqCYjTuQvp/FlAYqkiT1+XXFFVd0H6PVavnd735HV1cXPp+Pl1566ajen3KQUmvF543h6AggNxb3yKjRGg34A4w4fS4UilKzr23Iu7n9niDRuA6dsWe1UWteNkH5VCy56QlUtHotOdNPoGLuvLRcfyzIIyHyP/438tBha/UT6BNeOkmSxP/q9gGwPK8Uk3p0s4JyuQx9zjSam8JEorFRncvnCRKM6jCMYW2isTLUze46k4lAUNFnhmNniwd/1E5HcB6b1jZ1zxIMZ9kHQHMgUNm/rQ5PpJS88kNLfyabmYiijJb6iZP943TGcAesfc6quA/siTLaegYkcrkMmXUBWvPYVR4/kpjDzlBaoxGvV8LpkmPK6rnhTGc0EInrEsXGhqmhupOP361mx/YILfVD++Tn8wSJy0y9+onI5TJmnbA8qaW2hyunKD+pfU4yhWXfRuY+fj2nX17A0p99ifxP/9P9XMnqZ1h++/GUvP0nFMHMKnU9nuxxdVLtcaCUyVlZlJxN2LllJbgDWTTVjO7m5nYECEd1PWZSjzZ6k5FwvO8NtY52N3F1MVOPXY5TWsLmj1tpbXQlln2sk4e8PKvRaYlKOtw+I5biOb32A5nzK2hvT3y4G+8CgTBevwpfyEp7U+/3frfDB6qx6dc2XCJQyVBag4FIVE0gasZ6xKeDQzU9hr5PxesJsunDSj77LIpTfiIh+SQcbZ4hvTboC4F6bNOPj2bF7z3Piu8vpfyNJ1B7HQTshcjDh96sS95ZhX33ehY8djUn3TQfbUdDGkc7PkmSxOt1ewFYnl+KRZOclGqtXgvGaTTWOEd1Hq/LD6rsjLxpjBW92Ug0bugVqMQlia7OGDprPkqVkilLj8GrWsbWjV24vDpsw5jhTXRRtuONV5BX3ns5KruoAE8oi+ba8T+r4mj3EooaMGRPor010mvvjdsVRmlI36zJQESgkqH0FiORuI64sqBXXYpDZfaHlrrXVNfFx+83UdM+Ffv0c5m6eAE6WxGdXdEhbRTz+yWUuqP3k91Yytn0BvN/cxUAzcddwPr73+adp+toOO2K7mM23f4Pdl7+EAF7IYaWSpbdvRK14+ht5DkSe12dVB2YTTk9SbMpB+WWluFwG+hoGdoHgb54XGEU+sy8aYwVuVwGmpzuWkkHuZ0BvEE95qzEhyeFQs6URQsJGU7ET/mQl30Oypk0l8JZx/Q5C6PWqpEZp9DSMP73qbg6fcQVOeSWl+EJGOlqPbT8E4vF8Xjk6NJQZmIoRKCSoTQ6HYGoHY2ln1brw8j8aahy4JYtZeqy07DlJbIILNlZeAP6ITWe8noktHpR1CzVrHs/ZclDFyGPRWk46VI23vkiHQtWgqLndHTIXkDlRXew9uF1BLJLMDbuYdk9K1G5O9M08vFFkiT+V5/82ZSDrLlZhORlNNZ0jOj10WgclzvRG+dop9TaezV77Gp1E45ZMWVZux+Ty2VMXjCHWSeeNuysPHtBzoD7ZrKLSuhy6TKuo/BwuRwhlMaCxN4bWQHtzc7u59zOxFKjUQQqwnDI5TKK5x5H4ZS+MxGUejM+39A2w/r8YLTZe6y/mrJshGNWugbpUBoIhIlEVWhFmfiUi6m0RA0W2haewZab/gTygX89A7llrPvpuwTtBZhrt3PcvWcgDx9dBapGYq+rkyp3cvemHMlcMIXW1sTvz3A5O3wEIkbM2WK5VWcy4TuilL6j3Qf60jErE2DNyyYoFVC9q4nONs+4TFcOh6O43HIMtkRAprGV09Ya6v67uLp8hOPGPrt0ZwIRqGQwa25Wv7UGdEYjft/gvTBCoSihsAK1vmfGjkIhB31p4pd+AD5XiIikRZfiGiUCeCrm8dH/+5iNd7yApFIP/gLAXziF9fe/Q8icTcuyC4mrx1/5+rEkSRKv1ycyfY7PL8Ga5NmUg3JLi/BF8mioGv6siqPDQ1Syj2mTz0ylN5t7lNKPRuN0OWS9EgxSSS6XYa9YSE3bZD7+yMuHb+xn12f14ypocXb6CMdMmLMSgYq9IA+v34DjQPaP1+kHTX7G1og6endqjXM6owF3U6LMvtHU/5ut3xsiJmnRm3q/6ZmycuhqkxOJxlAp+65+6fMGica0aPS6pI1dOIwkoXa2EbYlNgAGcoZfGdVbOov3H99F2DyxioOlwj5XJ5XurgN7U3o3w0sWpUqJ0jad5ob3mDQjPqwbgLMzgMxQMqZNPjOVwWKiPabD4/RjMmvpavcQjBjJzxnb2abckgKyi/LxdDlxtLSyq7qGqupmLMYW8ooMFJVloTeOfdHLoXJ1+ojK8rqLYhptFprIp72pgaxcE25XDJUhc2fwMjN8EgalMxmJxDX4Bsn88XuCRGIatAZ9r+esudkEwz03VR0p4A2CypaxkfZ4V/TB3zjtuslM+vcjozrP4UGKPBLCWLdztEObcCRJ4tUDmT7L8lI3m3JQXlkpLq+F1sahl/SMRGM4XTJMWZl70xhLiWag1u4KtV1tHqLyXAxpmG2Sy2VYsm2Uz5nBtBPOxD7rAhyKU9i+284H77Sw8cPK7o7ymcblCCDTH9rvKJfL0NoraGsNEQ5H8frkGb0nStx9xqlEmX3joLVU/N4QksLcd4dSk4GoPBdHe/+/XH5fGDTiTTMVFEEfM5+9A2XQhyI8/OZrfdG3VLHi5kUcd8/pqLyjr5A6kXze1Uq1x4FKLueM4tTNphxktJqIaqbQWD301FZHu5dgxIQlWzS67KbOwXswUGkPojSnvwr1waBl8vw5TD7+fDSl51PbNZ9tm1qHXEhzrMRicVxOMFp7bhi25efh8etpqOwgFNNjtGZuFWQRqIxn6iz8g3RRDvpDoOz/TU9pLqazvf9ZGb8PNDqxPyUVJr/0MLqOBvy5ZVR+8daknDNoK0AWj6LramL2H29Jyjknglg8zn9qdgNwauGklM+mHJRTNoW2LgNNdUMLGh3tXqLyrJT3rRpPdGYrHreE3xfG7VVjzs6sJU6lSkFeaSGlcxfgC1ozblbF7QwQjOgx2noGKia7lbCUR1N1K9G4OaP3RIlAZRxTaKz4vANXTPT54ij1/UfKlpxsPD51n829otE4/kCiZL+QXLr2Oqa89DAAO6/8BXFNcvYAxTU6tty0Ckkmo+TdZ8nd8FpSzjverW+tpy3ow6hUc1rRpDG7rr0gh4huLpW72ofU8sLRGUBhSP+MQSbRGo0EggpaGxyEYmasGZoNZTAbiapKaGt0pnsoPTg7vIQlS6+MHrlchspaQTiqAk1+Ru+JEoHKOKY1GPAN0qjV5wOtvvf+lIMsWXYCETMdrb2LU/m9QSJxHToRqCTdzGfuQBEO0jl7Bc3HX5TUcztmHk/VFxKzKfN+d+1RvwQUjEa766acVTp1VB2SR6Jk5kw6PAVU724Z8LhwOIrbrcBoz8wbcboYLCbCcR3NtW3E1UUZ3TLDkF1Ke1t81L2eksnV5QNtYZ/7DO35eXgiBWgtmf0zJwKVcUxrMhIKq/qt1RAIhIlEVGj62Eh7kEqjAm0JXW29pyt93hDRuEYEKklm3/kRRR/+HUkmY/s1j4Is+Z9kdn/jp3iLpoklIODdpio8kTA5Wj3L84afVTVaOoMeXd4CaqtDeAdYqu1q9xKMmrDkiP0ph9MZDUTjBvwBNTprZjeszSrKxxuy0N409A3UqRSXJJwOCZ2570DEnG0nrp+OLS89jWWHSgQq41iiOaEGn6vvPSZ+T4iINHigobfl4eiSetUECHhCxDGi1g6tpocwNKaabcSVKupO/xbuSQtSco0jl4Cytq9JyXUynSscZHVjFQDnl81AOUgRvVQpnDIJV2Qye7c29nuMs91DTJ6DziBKARwuUUo/l1DchCUns/anHEln0BNXl9HW4Ez3UADweUL4QxpM9r4r78rlMqYvXYQ5K3MzfkDUURnXtAY90ZgOnzdINr0rCvq9IaJxbZ+pyYez5OTQ2abH2eHDnnNoQ5XfGwS1+HSXbLXnXE/7gtOJGlL75uCYeTy1Z30bQ/N+ghn+SXQw1r2fYt/5EfJwEHk0hDwSQhaP03rsF+iadUK/r3u9bh/heIxyo5UFWen7HihVCnKmzKd5fyMtjU7yi6y9junqDKE0FyXlerJImPxPXiFn6zu4Ji+iafnFREzj93dZqbfj78yh1JbZN1QAU24J7W3bCIejqNXpvcU62r2EYiZMdmtaxzFaIlAZxxQKOaiz8Lkr+3ze7w2BMnvQGihGm5lmyU5nW2fPQMUfR6m1JnPIwgH+wtSnxwJs/9avkZSqlCwvjQlJYv5j36L0nT/1+XTFfx9l9R9rCNkLej1X53GyvrUegC+Wz0SW5u9BdmEenQ2z2b/jE7LzzCiVh34vg8EIbo8SU9no9groW6ooffMpSlavQus81Kiy9K0/8uEjG0Z17nQqmFRBMDdvXNRzyi7Kp7bBRmuDk5JJ6Z0Bcnd5QT1z3HfhHt+jF1Aa83A5dvX5XNAXBNXgn6LkchlyYxlV+xppbqhErwe9QYnXE0djG3g2Rhg6c+VnIJfjrpg/ZtfsVYpfksZX0CKTEdWbkWQyWpeeR9icQ1ylIabWonG24s+r6BmkHPj7eSIh/rh7E3EkFmYVMMWSGbMJJTNnU7+pju0baph7THn3jberzUMoZiJ/hPtT5JEQC359OUUf/qP7saAtn5ZjL8C2ex1Nyy/ucbzS50r5jF4y6U2GcZOyrdZqiGvLaWvalPZAxemIojFn9v6ToRCByjhntNnx1CsIhaJoND3/OX1+GWr90JpMlc2eSVdLNv5AAGfAT8zpIh4JUJiVGW/wE8HsP32f7G3v8fn1v6f27G+P6bVV7k5m/OVuJLmC7dc9NqbXHi5D415k8RjekpkA7LnkPhpXXIJz2jG9Dz5sX5WlcjNz/nAjH9/1Es801uAIB8nVGrhkytyxGvqg9CYD2dNWUL13DbH11cw7rhyVUoGzw0NcObXf3l6DicuVRPWJwKNt4RnUnnkdrcecn5hNA4gdykKZ/OLDVLz6G9Y++CGB/L6bngqjY8krprNxC8FgBK02PVlKgUAYr1+FIc+alusnkwhUxjlzlo3GahOODm+Pde+4JBHwS2hyhzYjotZqyC8X9RtSxbJvA9nb3iOuUNK65Nwxv765bjvlr/8eSS6n7vSrU7aJd7T0TftZ9qNT8BdMYd3P3k/MqBgsfQcp0GN2aOazd2LfvZ6p951DzYX3oFFr+dbMxWOejjyYrMJcFMrTqNv1AbGPqpm/rBxHZxSVaRR7aBQKPv/OE1R+8VZ8xdP7fB5AEfJT/N5z6DobWXbPStY++CGhrMLexwujklWQR3WtnZZ6B+VTc9MyBo8zQCSmJyeDK84OVeYv+AkD0hl0xBQ5ODt69usJ+sJEouoBa6gIY2fKi4nibo0rvk4wp2TMr9855yQaT/gKsnicOU/e1GMmIlPoWms4/senoutqQuXpRBEcuLP3kbZf8yhBnZmp1Z/xf2/+jm9MmUfBEGcUx5o1107hvFOp7yxn4wdVeLwqTCOYvcxf/zKyaCTxB5ms7yDlMDGNno/vfxtf/iQMLVUcd+8ZqNydI/krCANQaVRIukm0N/WuTzVWvK4AUcmIbpBkivFABCoTgNJQiLOzZ30GnzdEJK5FZx4f67oTmaFpHwXrXwSg8sIfpG0cu678f8TUOrJ2fkjhB39P2zj6om2v5/gfnYKuox5P8QzWP7CamG54Jb332Iu4/gu3E5PJuXj7O1z40d9SNNrkMNnMlC06hRbPdHwRO5ZhBirlrz7G0gcvZMlDF/VY2hlMyF7A+vvfIWAvxFy3g2N/cjYKf/puqBOVraCIToeyz6rfY8HnDoAmPbM5ySYClQnAYLPjcssJhw+V0/d7Q0QlLRqdqMmQbpP+/UtkkkTrknPxlM1J2zgCOaXs+/JdAMxe9X2U/szoSaLtbOT4H52Cvq0Gb8EU1j+wmrBteBsA/dEIf9y9iffKF/Dkud8DYNYzP8j4FgJ6k4GKJSeRP/vkYdUryl//MnOfvAkA59Rjupd2hiqQX8HH979N2JSFbd8GFj56xbBeLwzOnp9DIGpLW+8fjyeOytB3/ZTxRgQqE4Alx0Y4ZsLRfmiqPOANgtKa0f0bjgYaRwslq58BYP9Fd6R3MCRmdHz5k9F2NTPtb/eleziovA6Ou3slhpZKfHkVrP/pu8PeMxGXJJ7d+xkdQT92jQ7bFQ9Se+a1yCSJRb+4BGPdjhSNPjm0ei22vKFnh6i8DuY9ntiMXX3ODez7yo9GdF1v6Sw+vu914golBetfwr7zoxGdR+ibUqUEVVbivXiMxWJxfD4ZOlNmLn0OlwhUJgCdQU9UnoWz89A+lYAvLIq1ZQBD414iJjtd048bsDDZWImrtWy77rcAFL//l7RP+evaalF7ughkF7P+p++OaP/OG/X72OloRyWX860ZizGoNWy77rd0zD0Z15TFhMZ5sbsjzXj+R2hcbXhKZrLj6kdGlW7umrqUPZc+wObv/4WumcuTOEoBALUdn2fsl3487iDhmBaDeWIEKiLrZ4KQ6wtxdlV1/9nvB40+c9t2Hy265qxg9VPVaBwtGVO/pH3xWXz+7cdpXv5lYmnebOqetIAPH9mA0ucikFc+7Ndv72rljfp9AHx18lxKjIkUXUmpYsNdLxPTGg6l6E4A1j2fUPbGEwBs+/bjvevkjMD+L9856nMIfdMZjfh8Y/9773H4CUf16EWgImQSU1Y2rkY5kWgMuUyGPyBDYx3/u70ngrhKQyC3LN3D6KH2nOvTen1FwNu9WTaQUwo5wz9He8DHc3u3IAEn5JdybG7P9Pqo0drzBbHYsPdyZBRJYs6T30UmSdSfchmdc09O+iWUXicqvyvjfl7HK43BQLAr8b6sUo7dz57PHQBVGUrVOP55P4xY+pkgTHYroagRR7sXvy9MJKaeEGlp45YkkbPpjWFlY6SFJJH/8b/HNEXVuvtjVn6rnLyPXxnxOUKxKH/cvYlALEq5ycpFFbP7PVbl7mTe765j8f/72oivlxFkMrbe9Cdalp7Hziv/X9JPn7V9DadeP52Fj3wzI9PXxyO9yUgkpsXrGtt9Kl5PGDQjiP4zlAhUJgiD2UhUloWzw4vfc6AZ4SBdk9NB4fcw49k7Oe6eM1hx8yJWXlXK4oe+nO5hJV32lnc47idns+KWRRCPp3s4/Zr1p++z9GdfYubzPxyT62k7G1n64JdQezopee+5Ed0Q45LEc3u30OT3YFKpuXr64gG7Imu7mih5+2kK172QCB7HMU/ZHDbc/V/C1uSnnfrzKlAEvWTt/JDid59N+vmPRjqjnkhci98ztoGKxwMG8/gv9HaQCFQmEJm+CFdXkIAvRAz9iMtxp4p950ec9L35TH3x5+RseRtL1WfoOurRdTQcOigWY9LLv0Tpc6VvoEkw6b+PAiSm5we4iaZby3FfAqDszSfJ+eytlF5LEfByzAPno3W04C6by2c3PzuifTsvV+/k865WlDI5V89YjFWjHfB4T/lcqs9PpPLO/cONyMNjn4UxWrqW6pRfI5BTyt5L7gNg9p9uQ+XpSvk1JzqlSomktOIbw0DF7wsTCqsmTMYPiEBlQjHa7ThdMrwuP6gyKzV5ygsPcfxdKzC0VuPPLWPrjU/xyb3/44NffsrGO/7VfVzx+88ze9VtnHbtZErfeDKNIx45Q9M+8ja+hiSTUX3ud9M9nAF1zT6RmrMSqa4LH/kGms6m1FwoFmPRLy7BUvUZIUsOn/7olWEXdAN4v6ma95trAPjG1PlMNg8ts23vJfcRtBdgaKlk8kvJXzZJpaztazj121OZuer2lC/JVH3hZtyls1F7Osfd9yljDZKi7PUEiUaTN+vqcQYIx3ToLSJQETKQ2W4jGDXQ1eYGVWYV+vEWTUcmSdSddgVrfvM5dWd8i7bFZ+OaurRHSmrIXoineAZqTyfzH7+OSS//Io2jHpny1xLpv22Lz8FfOCXNoxncjqsfwVUxH42rncX/72vIYtHBXzRMs/90K/kbXiWm1vLpj/4zomZ4n3e28FL1TgC+UDaDxTlDr7cS1ZvZcdUjAEx94WdjMkORFJLEjOd+iDweQxn0pjxzTFKq2P3NnwFQ8epvUDvbUnq9o4Fab8LbTzeIuCTx2doadm+uS9r1fO4AMczoDBOn2KcIVCYQo9VEVLITianQGTMrNbll2Zf44JGNbP3eKqL6/tdO2xeewZrHtrHna/cCMHvVDyh56+mxGuaoKf1uSt5ZBUDV+d9L82iGJq7RsemOfxHRmcja+SHT/3JPUs+f//G/mfTf3wDw2S3P45xx3LDPUeNx8Mzez5CA5XmlrCyaNOxzNJ34VdrnnYoiHGTGX+4e9uvTIXfj/7DvXkdMrWPvV8dmzK3HnI9j6lKUIT9TXvz5mFxzItMajfj9MmKx3rMmPk8Ib8BIU3Oi9kkyeN0BUE+M0vkHiUBlgpEZionE9ah16c34kYeDzHvsW+haa7ofc01ZPKTXSgole79+H/svvB2A+Y9fS8G6F1MxzKQreWcVqoAHT8lMOhasTPdwhsxXOJWt3/0jAJNfehh9S9Ugrxi61qXnUX3ujey8/CGalw9947QkSVS5u3h69yYe+XwdkXicmdYcLp48G9lIZhZkMnZemZihy930P1Rex/DPMZbicWb8OVF1tvq87xKyF4zNdWUy9nz9fiSZLPE9EhlAo6IzGIjENPh94V7POTu8hGJGPLFyana3JOV6Hk8c9ZGp+eOcqKMywRhtdpy1WRQZ0xioSBLzfnctJe89T9bOD3n/tzuQFMP/Udt1+UOovF2UvfVHFvz6cjrnnETYPPRS4+lg270OgOrzbsqYAm9D1XzCV9hbu53OOSfhzx/+jEUvkgQyGZJCyfbrHhvyDS8uSWzuaOK9pmrqvIc2Vc+x5XL5tIUoZCP/fOWevJDNt/6ZtsVnEzFm1vLokQrX/gtL9VYienN30D5W2hedyXuP78ZXNG1MrzsR6c0G2uNavO4AJnPPjd/uLh+SejrWgsk0NtZS5gxgto58ySYaPVA6v2ji7E8BEaiMGW1HA8qgF2/xjO7H8j5+hc65JxM1WJJ2HXtBHl7HJAyW9KWmTX7pYUree564XMG2a387oiAFAJmMz69/AnkkTNOKr2V8kAKw+Qd/p/r87+GumJ/uoYzInkvv7/FnWTQyosqu5a/+lpwtb7HxrpcO/fsPIXBr9nv4677PqfE6AVDK5CzNKeLkwnIKDcn5mW48+dKknCeVZNEI0w8sT1V+6QdEzFljPACZCFKSRK3VEMdIwNN7Bs/piKIy5pJbWsS+hgqqd1cy/7jh7986yOMKEIlpMU+gjB8QSz8pZ9/5EadcP53Tryph5jOHmtLpW6pY+tCFrLyqhJmrbkfb2ZiU62n1WqYtWZS2ioR5n/yHmc8lOvTu+Nav6Vh4+uhOqFCw5ZZnaVt8dhJGNwZkMhwzjyemzbwaNsNlrN/Fqd+eOry05ViM2X+8hblPfpf8T/9L4Uf/HNLLovE4/6vby8+3fEiN14lWoeSckmncv+RUvj51XtKClB4kCfuODzNyacNUux2No4WQJSfte530zZUUv/tcWscw7qmz8B+R+RMMRvD4FBhtNhQKOdaSWTS3KHA7/SO+jNcVIBw3oDdn1h7F0RKBSgrZt3/AsfedhbFxL5Jcjjxy6AdV42zFWzQDVcDDlJf/H6ddU8HUf/w0I980h8rQtI9Fv/w6Mkmi5uzrqTn3hqRfQ9+0nykvPJT0846Wrr0uLXsegv7U1WeY+q+foW+r5difnE3Ffx4d9GdTEfCy5OdfZtJ/fg3ArssepHHFJYNep8bj5OGtH/F6/T5iksQcWy4/XLiCs0unYlKnqBaQJHHsT85h+V0ryN34WmquMQruyQt596kqNt7xQlr7Memb9nPKd2Yw/7Grx0+mVAZS6q14vT2rVDs7fYRjRkx2KwA5JYX4pQqqd7WO+DqJ0vlZE6Z0/kEiUEmRrO1rOPYnZ6MM+mhfcDpv/LmTT37yZvfzjhnLeP+xbXxy93/pnHUi8miEGX+5m2l/uy99gx6NeJz5v7kKZdBHx5yT2H7No0nfo6HydLHi1sXMfO4uCj761+AvGEOznr6VlVeVUPjB38fsmpVbd1C1/n+4OlITIG397h+pP/VyZPE4c/54Mwt/dRnZW95B6Xf3OM6ybwPzfncdp19ZRMHH/yamVLPptr8lmt0N8DMQlyTerN/Prz5fR7Pfg1Gl5oppC7l25hJsmhSnVspkuCoWACRmADOw1UHYnE3XnBVpHYO/cAqdc05GHosy7R8PpHUs45lWb8B3RIqyq9NHTG7vTiNWKOTYymbT3KLA6RjZrIrHFUamyfwl8uESgUoKZG17n2N+cg7KkJ+2hWfw6Y9e6d0gDUAup23peax76AO2X/0rAKb//X6m/n38vSGoXe0oA16iWgNbvvdMSjrWRkx2qs9LFFCb9/h1aA+vaJtG+qb9FKx/CWXQh7t87phcs2b7HlSe9eTbamne8znxePJn4uIqDVu+t4odV/0SSS6n+P0/s+ye0znrEiuT/v1I93Glb/+JsjefROV348ufxMc/XU3TioH76rjCQX634xNerdtDHIlF2YX8eOFJLM4pHFlGzwhUXnQ7YYMVc+12ij7425hcczAKv4fsz97OqJnVg/uWit97LqnZYEcTrcFAJKrqkfnjdgSR6XrWAsopLsDHJGp2jSwDyOsD/QTbnwIiUEk+SWLGn398IEg5kw0/eoX4ED4dVn/xZnZc+QskmWzs0hCTKGzL48Nffsq6/3ufQF55yq6z92v34pyyBLXXwYJHr8iIPjqT//1LZJJEy9Lz8Jb23xwvWep27UNyfMSM2WpmLy5FL+2htTZFQZtMRtUFt7L+/ndoPPFr+HPLkUkSvvzJh8Zz+lXUn3IZ6/7vPd59Yh9ds04Y8JQ7HW08tOVD9ro6UcsVXDplHldMW4BBpU7N36EfEaONyosS+8Zm/OVu5JHQmF6/L5P+82uW3XsG8357TbqH0s0xYxltC89AHo8x5YUH0z2ccUlnMhCJabtL6cdicZwuGUZbz8wzuVxGVvls6ptNbPu0hkh06DN9fm+IUEg9oUrnHyQClWSTyfj0R69Q9YWb2fCjfxNXD9yH5HBVX/p+d9XW8UhSqnBNXZLya2z+/l+IavTkbF3d3VMnXdTONkpWJwq8VX7pBym/XsPeKmLtHzJzpoLyqbnYsgwUF0u46rYSCUVSdt3Oeaew+Qd/Y/Ufq3nr2eYem6RdU5ey5ZZnB+1rFJckXq3dw+93bsAbCVOoN/GD+SdwXF7JmM2iHKn6/JsI2gvQt9VQ9voTaRnDQSp3J5P/najz0rFglJvQk2zvgQKMJauf6VEbSRgarUFPVNJ3ByquLj/hmB6TvXeKfG5JAaZJK9lfl8eG96uHvLnW7QoQjuswWCdOM8KDRKCSAhFzFju+9athBSkHecrmdP+/0u8ma/uaZA4t6UrfeJJpf70XWaR3MaNU8RVNY+fViaWHGc/eibFux5hd+0gVr/0WRSSEY9qxdM0+MaXXaqqqI9T8IdOmw6QZ+d2PT5lTiE1bS8Pe/Sm9/kEhWz4xzfDq9ASiEZ7atZE3GxJjPDG/jNvmLydfn97shJhGz55LfgLAtH88kNZmmFNeehiV342rYj5Nyy9O2zj64ph5PO3zT0MeizLlxczbzJ7p5HIZqO3dXZSdnV7CMTOGfvrx5JYUULL4DFp8c9jwYTP1VR2DXsPrChCTmdDqh3/fyXQiUEkS6+6PE6Xek7QUoe1oYMXNizjm/nMxNuxOyjmTTddaw+w/3cr0v98/5mv8tWdeS+uSc1FEw0xJU/M0RcDb3ddn/4W3p7TAWywWx1O/mckVQabO7rmurdWqKJ9iJNq1Fa/Tk7IxjFRbwMsjn69ju6MNpUzOZVPn85XJc1DJk5uZEPAF2PPxJ8PeXFy/8ko8xTMIWXPRdqZn35Oms4mKVx8DYPc3/i8jO27v/dq9RAwWgtklgx8s9CJT2/H7ErOe7i4/aAsHbByrNxmYcsyJ+HUn8fnWKBs/rKSusoNQqGcvLkenj52b66iv9oNm/G0bGApR8C0ZYjHm/f56LNVb0HY1se9ro+/JEbQV4M8tw9BSyeKff4UPf/HJkPa6jBlJYt7j16EM+uicdSINp3xzbK8vk/H5DX+g5J1VY1618yD77nUoAx68BVNoOfaLKb2Ws7UDrbyD4kl99/AonZJDc30Vjbt3MP244ffSSQVJktje1cbz+7YQiEWxqrV8a8ZiykzWpF/L5/ZSt+UjTIpKXO12LNlDrzorKZR8cu/rBLOLR16ccJSm/uv/UIQDdM04nrYl56RlDIPpmn0ib/+pYURdr4XEhlqfL7EE6nRK6CyDF/FTqhRMXjCHjqYc6htqaPisGv2OerLtccx2Pe0tPhwuHUGpBH3OFCoqSsfgbzL2RKCSBGVvPomlegthg5Xas7+dnJMqFHz2/b9w0k3zMdduY85T3+PzG59MzrmToGjNX8n97C1iKk2iR0waPgEGs4rY99Ufj/l1D2pfeAarn6xC11EPitTWLXC2tmI3Bvstr61QyJkyOwfHxztpqy8jt2Ton6wC0Qj1XhfBWLT7KxyLkaMzMMlsw6Qaei0TSZJo8LnZ3NHE5o5mukIBACpMNr41YxHmESyHDsbjcNP4+QcUWmuQyeK0BYaf2pnKDeCD0bdUUfZm4nd792U/y+jWCyJIGTmt0UiwU46ry48/pMFSNvRgOrswj+zCPMLBBXQ2t1Hb0gAtTWCYR/bkEkrzcwacnRnvRKAySmp3R3fjsD2XPkDYkpO0c4ds+Wz+/l847t4zKHvrKTrnnkzjSV9P2vlHSuXuZPYfbwZg71fvyYhS27JohOJ3n6P+tCtSHjQcLphTQjAntVPhsVicqLua3OkD7wvJLbBQkNNObVPtkAOV7V2t/HnfVnzR/jfi5ukMTDbbKTNaMajUGJQq9EoVOqUKbyRMW8BHe9BHW8BHjcdJe/BQwQiNXMGyvFK+UD496Us9AM62Llp3fUBJdiPzl5Wzd2sDza3eEZ9PHglR/r/HaVt0Ft6SmUkcaf80zlb8eRX48ybROeekMbnmqEgSOVvextC4l5rzbkz3aMYNvcmIT9LRXNtBKGrpLvQ2HGqthoKKEgoqjq7lNxGojNKM53+E2uvAVT4vebMph+lYsJJ9X/kx0/7xAPMevw7nlCVpDwxmrboNjbsDd+lsKr90W1rHAoAksezHp5G180OUQS/VX0htyXG1uwN9036cM8ZmicXd0YVa3kFOkXXQY61ZRmpbmonHpQE/YUXiMV6p2c2a5prE69RarBotWoUSrUKJUian0e+m2e+lNeCjNeBjXWv9kMarksuZY8tjUXYBs2y5qFMUODrbOmnd+S6l+W3MO64clVKBRq+GiHPE55zz5E2Uvfkk9h0fsPGHLydvsANwzFjG+7/bicrTNSbXGy3rnk847t4ziak0NC+7kFBW4eAvEtAa9ISjWjpbWkAzHaVK3H6HSnynRsGyfxOlbz0FwPbrRtF8bxB7vnYv9h0fkL19DXOevIlPfvJGSq4zFNrORoo+/AeSTMbnNz6FNMa1L/okk9F40tfJ2vkhM5+7i9al5+EvmDz460Zo2l/vo+J/v2PP1+5l79fvS9l1DupqacVm8GO1DX5DsGQZUMrc+N1ejNa+Mwpa/F6e2fsZjb5EhdlTCis4v6zvGQ9fJEyV20Glu4smv4dANIL/4FcsgkGpIkdrIEdnIEdrIF9vZIY1G02K93pEIzGad2+kPK+VBcsmoVAklh51eg1EPcRi8e7HhqPqCzdT+vYfKfj439h2rsUxa3myh94nSaEkbO17/1GmcU4/lq6Zy7HvWsu0f9zPtu+kN617vFCqFKCyEomqUBnHx791phCByihM+/tPkEkSDSd9PbWpqQoFm7//V2Y9ewc7rvpl6q4zBMGsIt5/bBs5n72JY8aytI7lcLVnXkvhR/8ke9t7LPz15az72fspCRyNdTspeyPxxtw59+Skn/9I8bhE1FVD9uSh7e0w2/VolO14na5egYokSaxvrefF6p2E4zGMKjXfmDKf2fb+3zQNKjVzs/KYm5U3qr9HsjXtr8KsqmL6guIeAYlWp0apCBDyB9Cbht8Y0lsyk7qVV1P21lPMe/w6PvjV5pQF48XvPY/a2Ub1+TelpJJzyshk7LrsQZbftYLSt/5I9fnfG7NlsmGRJHStNRhaq9C3VqNrq0HXXkflBbfhqZiXnjGpswiHjb0KvQkDy7wcuHGk+rybaFt4ZncxpFQKZRXy2a3PZ8SnLn/BZGrP+U66h9GTXM6W7z5NRG/Gvmst0/9yT0ouM+uZHyCPx2g+7oIxCVQ8XU7UslZyC61DOl6lVGA2xfG5nD0e90XCPL1nM3+r3EY4HmOaJYs7F5w4YJCSTq11TVRv29VnawC/x0eg9TPKJ2kwmnoGcHqjGqUsTMgfGPG1d132ICFLDua6HUz9189GfJ6BqF3tzP7jzcxedRvF7z2fkmukUtfsE2k59ovI4zFmPntnuofTi6lmG8vvOIGV105i2d0rmf/ba5j2z/8je+tqfMXTDx04xj2eNHoTvnDWiPanHM1EoDIKHQtW8slP3kjLnpGCj/6J2tU+Ztcz1W7HvvOjMbveSATyK9h64x8BmPrCg+RsfnOQVwxPzmdvkbfxf8SVKnZd8XBSz90fR0srJr0fa/bQZwfMVjVRz6EOrHudHTy05UO2dragkMn4YtkMbph9LJYUZOAki7OxEpX7faq29O5jVL9zO7nmViqm5/d6nUanQqkIEwqMvKt0xJzF9msTNU2mvvAzTDXbRnyu/sx85nbUni5cFfNpOPWypJ9/LOy6/CHicgX5n/4H+/YP0j2cbhWv/JoVtyzCvnsdcaUKb9F02hadRc3Z17P9ut8SVx6YIYvFOOnmhcx54oYxK/Rnzc1FZZ3W3YhQGBoRqIxD0/56L0se/irzH7t6TJqXyUMBFv2/r7H8zhMpffOplF9vNJpPuJias68HYO4TNyCLRQd5xdDIYlFmPX0rANXn3oivcGpSzjuYYFcNObka5MNIWTXbDMiibYSDYV6r3cNvd3yCMxwkV2vg1nnLWVk8eVjnG2uxWBxCLeRkx9D4P6b680OVh9sbW1CHdzBldi5KZe+3L4VCjkYjEQ6MfEYFoOmEr9ByzBeQRyPMefK7ozrXkew7PqR09TOJfV7XP5G22i2j5S2eQd0ZiZ5Es575QcY0UvSUzkYei9J83JdY/WQV7/1+N5/c9zrbrn+clmVf6k7/zt3yFubabVT873GOvf9cFKGRdSweDmuunSmL0rTsNI6JQGUEJr38C2Y8eyeazqa0XL952UXEVBryP/3vmPQnmfXM7ZjrdhC05qW8sFky7Lj6EepPuYyP73sjaTeBilcfw1y3g7DJzr6vjr6g31C4O11oZC3kFFiH9TpLlgGNwsf/qnfxRsN+JGBZXgm3LziBUqMlJWNNJp/Tg1ruoXxGAbPnG1F511G9bRfRSJSOyi0U5QXJK+r/76HTQngEtVR6kMkSN7ZjvtA9S5cMskiYub9PBNJ1Z1wzZpljqbL3kntxTVpIZZqKLgIgSWg7G7v/2LHwdD54ZCMbf/gSwezifl/Wtugs1t//NmGDFfuutSx6+KtJ+2AjJJcIVIZJEfIz9YWHmPriz7HvXpeWMXgq5rHr8p8DMPtPt6Zkavqg3I3/o+JAmfgt33smI/bIDCau1rLllmfxF05J2jldkxYSNljZfelPiRjHZiOco7UVo9aLPW94RbZMZi17VEpWdyXKwV9UMYuvT5mX8kycZPE6nWhUieJ2xRVZzJqrR+5cy65167GoKpk2r2jA1+v0CmLhkddSOSiYVcSGH7+S1J+jyf/+Jea6HYQsOey6bPx3Ig7Z8vngV5toPv6i9BSqi8eZ/fStnHTTvB49v1xTFg/+WpmMjgUr2XD3f4mpteRveDXRtTpDZoaEQ0SgMkzFq59F7enEl1dB83FfSts4qs+/idbFZ6MIBznmp+ejdrYl/RpqRysLHr0SgKrzv0f74rOSfo2xUPT+Xyh5Z9WoztE592Te/+2OlNTK6U+wq5acPNWwl2k2tkm8FssG4LSiSZxcWJGK4aWM3+XEbJK6s3lKJ2czc7Yau3Ir5ZP16I0DV8odbS2V/lj2b0I2QGG8wSi9zu7uyDuv/AURkz1ZQ0uvw38+k9TrbEiXjUZY8OgVTPrPr1F7urDvGtkHx65ZJ7Dp9n8SlysoXf1MRm4OPtqJQGU4YjEmvZLo2lv1xVvGtAJqLzIZn936Z7wFU9C31bL0Z19CHh75BsJeJIkFv7kSjasNV/k8dl0+Pjummqu3suDRK1jwm6uY/OLDw/q0pO1owFi3s/vPoazCMfvU6HV6UMabyB7mss9+l8R9n8aJI2NqPM55JdMHf1GGiflbMVt7pgSXT8vl2JOKmDSz9wbaI2l1aoglaqkky8xVt7Pi1iUs/n9fG3GwEjVaWffT99h30R1j3xsrxWSxKOWvPsYp35mBrr0u5deThwIsefBCSt57nrhcwWe3PEfdmdeM+Hytx5zP1u8+DUDp20+jcbQka6jjkiwawdC0D8u+jWRvXY3W15nW8YhAZRjyP/0Pxub9hI026k+7Mt3DIWKy8+ndrxI2WLHtWU/2tveSdu7cTa+Tt+l1Ymotm2/7K/EMzhAZiLt8HlVfuAWAWc/ewaw/3TakT30Kv4djHjifE+44HvuOD1M9zF5c7R3oVV6ycvsu2taXVr/ED9fHCcRgtjnGmZKDkC/1GwSTKRwMI492YLb3znIyW3VDml3S6TUo5aNLUT5Sx/zTiKk0FKx/iUW/uGR4wcphKbCeinnsvvyhjO7nM1LF7/8FY9M+Fv7yGylN+1X4PRz7k7PJ3/AqMbWWDT/6d1ICv4bTLufz7zzB2p9/RMg2eEA8kWm7mjj129NY8f2lLLt7JQV1n6R1PCJQGYbJ/04UW6s9+/qMac7lK57OpjtfYMOPXqFt8dlJO2/b4rP57OZn2X7Nb/CWzk7aececTMauKx9mx5WJKffJrzzCwl9fPuCNxli/i6UPfglL9RbiSg2BNLS19zqdWKwMubpqe0Di+2vjdIagwgw/OUaOQeHD0zU2aZfJ4nW40Ch8WPsIVIZKa1ChlIUJjyJF+Ujti85k4w9fJqZUU7juRRb94utDClZ0rTWcfNO8tAS7Y0lSKNn8/b8Q1RnJ2vkhU19Izf4bpd/NcfedRfb2NUT0Zj7+yVu0LT0vaeevPes6vMUzkna+8UIWjWDd/XH3nyMGKxGdiUB2Me7S2cQV6S1IKAKVIbJUbsa+ay1xpYrqczOrEVfH/NNoPeb8Qw+MYjNY9653mYyGUy8b1XRqJqn60vf57JbniCuUFL//Z06+cTYFa184dIAkkbP5TY699yxOuWEWOVtXE1Nr+fTu/6ans26wGZNlaLNYnUGJ29bGafZDgR4ePE6OzaDEZOxd+C3TeZ1OtJrQoPtQBqLTq1HIQwSTOKMCieD9ULDyAot+eWn/wYokYd/+Acfddyam+p3M+tP3J/wmTX/BZLZd9zsApv3tvh43vmSR5AokuYKwwcr6B95JaUXwnM/eouj9v6Ts/JlC09XMsh+fyvE/OhlL5WYAogYLb/zDzTt/qmfNb7dTO+30tI5RBCpDFDbaqT73RupWXk3IPrTOtOmga6lmxc2LmPTyL4b9xli8+hlO+MFx46Y52nA1nPJNNvz4P0R1RoxN+3qkLi958CKOu+8scj97E0kmo/m4L7H2oY9wTjtmzMcZ9AdRxB2Y7QN3SwZwhiR+sC5Ogw9ydfDL5XJydIllBYtNSdSX/E3WqRRwd2G1ju5tSaGQo9Uw6loqfWlbcg4b73qRuFJF4dp/sezulT2vHfRR+saTnHTTfJb/8CSMjXvx55QmGhxOwOWeIzWc8k0aVlyCPB5j0SOXovS7k3r+mNbAJ/e8xrqHPsQ1dWlSz324nM/e4rh7z2Tu769PWxmKsWDbtY4Vtywia+dHxFWalCRlJIMIVIYokFfO9useY9t3fp/uoQyo4rXHsFRvYfaqH7D0/y5A5XUM6XUl76xiwW+uwrp/E6VvJa9uRKZpW3w2bz9dz8bb/0H7vNMOPb7oLCI6E1VfuJl3/7CfjT98aWgpjingdbpQy31YswZe/nCFE0FKrQeytYkgJU9/6GZoshog1Eo0Mj5qQ8TjEgRbMNsGD9AGo9enJlABaFt6HhvuepmQJYeOw9ooKH0uzvhmLvMfvw5z7TaiGj01Z13Huoc+JJg1cEr1hCGTse363+PPLcPQUsWcP4y+WJ7G0ULZG3/o/nNMb8JTNmfU5x1I+7zTcEw7BlXAw+ynb0nptdJF217PMfefi9bRgrtsDh8+sjFjMzvHR2EFYch2XvVLfEXTmf3kTeR/+h9OvGUxm+74V983XUnCtns9Ff99lMK1/0ImSVSf8x0qL/zB2A98DEWNVppP+EqPxxpOvYymFV8jqjenaVSH+F1u9LoIOl3/zfDaAxI//iROlRvsmkSQUmjo+YndYjegUXbhdbiw5maletijFvD6UMpcmJIQqGh1CmJuTxJG1be2pefy9jNNPTLtsreuRhny4y2YQs05N1B/2hVEjdaUjSFTRQ0WNt/6F47/8SmJgmvxOMhH9pnYtnMtSx6+GG1XM/JQgOov3pzcwfZHoeDz7/yBFbcupuijf1J/2pUZexMfkViMRY98A7XPiWPaMaz/6bvEtCPfF5ZqIlAZgul//jHtC8+ka9YJmT99K5Px/9u78zi3zvLQ479zdHSko10aze4Zz4zXeM/qOAkQIG0CXHYoS0rDcsMWCjQUylLgclsIBRrKVgL0Au2n0AAtOy0QAgkJJE7s2PG+ezz7qn052s65f8gz9mQ2zYxmJNnv9/NxPrF0JL1zPJKe877P87znbnsbkXXXcvWnX4Vz+Cw3fWAXoStu4uyL3sXQDa8AoPHxn7D++3+P79SeyYeeefF7OPy/P1/9P+MyMFR71VQ2pWPjNAdm/zfYN2ry93sMIlnwqfDZG2RWuaYf7/La0VSdRDhSE4FKPFRMpPUGlt5fxKapkFveRGLTokxJqo91bOMPn36E0MYbFv3FfKkIb7qRB792Gr1+kYnopknHL77M5v93N3IhT6x9MyPXvqi8g5xHrGsHZ178Htb85PNsve+dPPTlwxi2S2OPnnU/+BR1h39PXnPx1Pu+W9VBCoiln3nV9+xl/fc/yfUfvaWmcjeia67i959/isHrX4aczxE8+DvUxIXxu3sO4zu1h4LVRs/z38TDX9jP4Tv/6bIMUlaantKJjMzcl8AwTEgP4vZNn1UwTZPvnTT4wB+LQcoaD3zp2TIdnpn/zWRJwuuFZLS05b9KS8WiuJwFVHXp1092hwqFWFl7qcwn1bK2eDFzmQcpEy4OUtTYGFd95jXYQoPzPs6iJ7ny3jew9evvRi7k6X/Wa3j0s4+v2P5aFzv+uk+QDq7COXyWtf/1Dyv++svCNHH3HALg4Nv/mVTzmgoPaH5iRmUeW/74dQAGb3glOU/1X5VeLO/ysedDP8TdfRDvmacY33Lz5H09t70VyTQ4d9vbyHrrKzfIBTAME9M0Sy7ZrVbD3T3EB4/hevYLUaxT34KpWAJFjuHxT73CSeVMPrPP4JHzn/N/0ibx3m0SdmXuwNLt12B4/i+HapBLjuJtLk8ZpN2hosg6mVQah7u6rxYvB9u+/FaaH/8RgSOPsv+v/o3QppswrNMruxqe/Dnb/vntaOP9GLKFI2/6HGdf8p6KXUAVHG4Ov/kfueYzr6HrJ/dy9sXvrv2OwpLEU++/n54/vZOx7c+f//gqIAKVOVhScdbv/S4APbe9rcKjWSRJIt65jXjn1B07s54gJ1/ztxUa1OKc3rcPI5dhw/W7Kj2UJdGTCTzqEKGhURraplaQJSIxVDmJNxicvO1kxOTv9hj0J0GR4K6tEi/ukJBK+PD2BpwoREjFk1X9hZ3PFSAzhNtfnjFqThVFipFN61X9c18ujrzps7j6j+HuPcquj96CoViJrd5KdM1VnLv1bUTXXQOAHmhFG+9HDzSz96/vJ7Tl2RUeOQze8Cr6n/UaBne9gpzTV+nhLN5EFagkTe5zVCuq4tL0K1/5Ch0dHdjtdnbu3MkTTzxR6SEB0PS7/0DNJEi0bmB88/Q3TME06IlHOBsP0xOP0JeIMpCME8noGJd4z4SVNtwzgJLaj6SfI5dZ/H4rVSEXwa5ECA/2T7sreX6fG6tiwTRNfnzG4C8fKQYp9Xb4/E0yL+mUSwpSAHx1TuzWOJHRyrbAnk8yGkO1JEsqyS7FcvVSERYn1byGRz/7OL3Pu4OsO4Ccz+E7/RSrf/0vk5ueQjEvZPfHfsGDXz9TFUEKALLMU++/v5iAX8PLes1/+E+u+uxrURKRSg9lwSo+o/K9732Pu+++m/vuu4+dO3fyT//0T9x6660cP36chobK7tTb+otiSdy5W986Zeoxnc/x2HAvDw92E8rM/EFolWXq7U4aNCf1mpMrfPWs8QQWvMGccD6n4+yTrG5MMTKWJzoeItjSWOlhLV42gt0nQ+QMucx2rLYLyx355CieFoV41uRz+w0ePb9qc0MTvP9KGY+6sN8fVVXw+016x0agq72cP0VZJcIR7NY0Hl95ehRN9FJJLVOJ8uUon8tPW6pc0OMdHva/99tgmmgj5/Cd3ov31F5skeHi1f75K/2Ra15YvkEvhyVUMVWKnNXZ9O334xg5R3TNVZx+5d9UekgLUvFA5d577+XOO+/kTW8q7p1z33338Ytf/IJvfvObfPCDldvFsv83j9B68inyFpU/XPdS9HiYgmHy9Pggjw33kjGKe1loFgWHYsUwTQqmiWGapPI5cobBQCrOQKpYIvlA32m8qo0r61q4ur6F1S5vyVfFl7tzhw5Q5+xhy3WdPPFQN5Gx8ZoNVLJ6BouUprmjkeihccYHR2jqKPbYyOcKkB0m53Lx9ocNhlJgleGtmyRe3lXaUs9M6hpc9I6cI5+7EsVawY0055CIRFjlpqyBvMMBERGoLJlhmJze9zTZ2DBXPOdPkeUl/htJEunGDtKNHQze8MryDHIlFAp0/uLLdP30n3j0H/5Q3KS0RnT+7Is4Rs6Rrmul+38tvbfNSqtooJLNZtm7dy8f+tCHJm+TZZlbbrmFxx57bMbHZDIZMpnM5N9jsfJ2Ppzw0988zQt9Texr2cCnzh6bdn+T5uK5LZ1cU9+K+oxdlAuGwXgmzWg6yYiepC8Z4+D4ENFshocGz/LQ4Fka7E5e2L6eK4PNYpZlDkPdfdgyB9lwXQOqqhAIqoz2DACbKj20RUknUljkDP6gj7q6GL3DfZOBSjIaQ7Ek+cZgPUPn2+F/7FqZ9b6l/X4Em73Yj4wRGwsRaK7SxOnMEJ7W8paH2+wyhejy9VK5XJw9cBh7+nFkiwM9mbp8c35kmZZHv4djpJt1/3kPh972pUqPqCRqdJR1P/gkAMfe8CkKtvIsr66kigYqY2NjFAoFGhunXh03NjZy7Nj04ADgnnvu4ROf+MSyj23kxufyatsVWBMpgvYL/7CNmovnNHew0Rec9QrXIss0aMVln4nt/HJrtnAsPMbesQEOhoYZ0ZN8+8Q+Huw/w0s7NrLBF5zxuS5n6WSa6Lk9rFudp7HVC4Av6EY+O4ye0rE7qqPvyULoqTRWOYPDZae+2UPf8Fmy+pWodpVkJMpui41jMRmnAp+5YXoTt8Vwe+y4nTqR0dGqDFT0lI5cCJUtP2WC3WGDwvJcyFwuzh05gTX+GOuusHPiWJpkLH75BiqSxLHb/54bPvp82n/1dU6/4v2k66t3OXXC+v/4P1hTMSJrrqLv5j+v9HAWpeJLPwv1oQ99iLvvvnvy77FYjLa28u9u+/EXb+ZGbTNHj0JHx9Kfzypb2FrXyNa6RvR8nocGz/KbvtP0JqN8+fBuNvqCvLprCw3aZfohMIOewwcIunpYv61r8ra6Rjea0kt0LIS9vXamXidkkkk01UBRZBpX+XAc7mN8cJjmzjYOh4Z4zPQB8L4d5QlSJgQbbIyc6aEaZ6JCA0M41BiBxTYHm4XdoUK+2Eul1kvaK6HvxBmM8UfZvNlGx/oGes6cIh2LQ2tTpYdWMePbn8fY1psJHnyIdd//JAfu+tq8j6kkV+/Rye0Hjrz5H2sut2ZCRUcdDAaxWCwMDw9PuX14eJimppnfDDabDY/HM+VPrbErCre1rePjVz+X5zR3YJEkjkXGuO/IE+TO575c7uLhGFb9GOu2NExpAGazKXjcBeJjYxUc3eJl02mc52NRu91KMGgSG+4nnEnz62yxMuelnRLPaS3vcmBdkxcrwyQi1bcUEhs6Q2OjhM1W3usmu0NFkTJkdX3+g4VJhYLBwKluMkOPsGGDRMf6YlGD2w3pRPX9/qy047f/HQBtv/km2nB3ZQczj/X3/19ko8DQzpcyftG+VLWmooGKqqpcffXVPPjgg5O3GYbBgw8+yK5dtd0roxRu1carujbzt1fdjMdqY1RP8dBAd6WHVRXi4Qg2JUl90/RA1B/UKCT7KjCqpStkoti1CzlN9c0eTP0s3zyyB12C1VqBt28uf85SoN6FQ00QGRkt+3MvRWw8gmr00Nxe/iZamlNFkbNkkiKhdj6FgkF4eIzTTx/i1KM/Jz/4AOvW5Fi76UIVltNjh0xtXiCUU2jTTYxuvwW5kK/6brUH3/HPnH7p3Rx542cqPZQlqfg80N133803vvEN/vVf/5WjR4/yjne8g2QyOVkFdDkI2h28pGMjAL/qPUk0K64A0/EYbvfMXWj99S4Uc4xkLFGBkS1RLordeaEjZ0Orjyes0J2KoZoGH95holrKH6hYLDJ1dRLJ8erqUjva14fPFaeu0V325xa9VEoz2j/EyUf/m8iJnxAwHmbLhjFueG4dG7evmnKc022HXKhYnXaZO/GajwLQ9uC3sMaqt0dRzuXnyFv+kWTr+koPZUkqnqPymte8htHRUT72sY8xNDTEjh07+OUvfzktwfZSd219K48OnqM7EeGn3cd4w/odlR5SReWTI3hWzdxOPVDvxm4NER0dx+lxzXhMNcrn8khGHIerGKiYpsl3zsg8SXHW6MXWMdY2lKePyEwCDR66+3vJZXJTerdUSj6XJx85SeNG57JUvoleKvPL5/KMndpDV1M3nZta8M2xc7XLq6FaoqRiCTx13hUcZfUJbXk2x1/7MYauf3lVbq2iRkfJeoKXzN5tFZ9RAXjXu97FuXPnyGQy7N69m507d1Z6SCtOliRe2VWsEXpitJ+z8drYSG45FPuJjM64MR+Aosj4PAbxUG1NQ+vJNFZLBs1pwzRNvnXM5Dsnih2Mn11IcYN/eb9Q61s82JUo4ZHqOG9j/UM4LMO0rl6+D3qHo5gXJMxs4NRZfLYeNl7VPmeQAuD2algtaVJxkacCcOL1nyDWtaPSw5hGyue48QM3cMOHb676HJpSVUWgIhR1uH3sbChOt/7nmcOXbRv+iXbq3jnKVf31Dkj1FXcbrhHpZBKLVAxUvn1RkPLWjSY323rxzPNFsVSapuLz5IiODM9/8AqIDp6jPliYnGFaDja7TCEjvlhnkk6mSQ/vp73Tjqap8x6vKDJOB+iJGlxyXWaWdPWck7YHv41r8BSuvqPFWZVLgAhUqsxLVm/AblHoSUR5YqQ2E0aXKhmJYlfSxTXxWQTq3ahSiES4dvpkZFNprEqe/zgr8+/ng5R3bpF4zQaFq57VRfu65d8yoq7BgZHsrXiAl4wlsGTP0LQMSbQXE71UZtd37DgB1xAdG0pfZne5IJOMLN+gaoycSbPty2/llje3oUYrn6guZ3XW31/sM3byVR+moNXO0vhcRKCyAiIjIYa6p29ANxOPaue2trUA/PTcMdL5Gt+AbxFSsShuN3P2vvAGHGi2FLEaKlOOJRP8txycEqS8ck3xZ3R77CjK8r8dg81eVEaJhyLL/lpzGe3px6NFJhv5LReHy4ZcCJGKJ5f1dWpNbDyKlDhE13o/VqX0bRUcHk1U/lzEUO14z+xDTUbo+vG9lR4OHf/zVbTxftLBVZx7wdsrPZyyEYHKChjp6SF8bl/Jxz+nuZMGu5N4Lst3Tx3AvMyWgArJYTy+uaeiLRaZgF8iGan8VUwpBpIxvpvsZ3/OhSzBX269EKSsJG/AgdOeIjpauS+bQsFAHz9JU6u27I3YGlf58TlCDJ7pXtbXWYhUPEmhYFR0DIMnDlPvj9DaubD8IJdXQzajZPXM/AdfDiRpsgKo87+/jDUeqthQLKk4a//zHgBOvPbjGGrtde6ejQhUVoCZDaESJp1MlXS8Isu8Yf12LJLE/vEhHh7sXt4BVpFcJodUGJ81kfZivqAL0r1VXS5pmiaPDffwuQN/IEIBn6XAvTfKvKyrMm89WZKoC1pIh4cq8voAoaERHJYhWlYv77IPFPMq2jrc5MNH0FOVL/uPjIxz5okHGO7urdgYRvuHUPPHWLupYcHVVm6vhiqnSYo9lCYNX/diop3bUdIJun7y+YqNo+tnX8AWHSXRso7e591RsXEsBxGoLDPDMCEXRrUkiYeiJT+uw+3nZR1XAPDj7qN0XyZVQBOJtJ7A/FsJBBpc2Cwx4qHqPDemafK904f47qmD5AyDdiPP/10XZ2tdZUsGXV4HZEcrlqcS6u/D79PxlBCMlsOqNUF82gjD3T0r8nqzSSdTDB19jHrtFOll2kx1PoZhMn7mEM0N+ozNFOfjcNlQrRnS8epJHq04SeLk+VmVrp9+HjVcgWR106TxyZ8DcPz1/xdTqXz7gXISgcoyy6R1FFJY5SSpaOmBCsBzmjvYUddEwTT55rGnSOayyzTK6pGIRLGrGZzu+StBPD4HTi1NbLxy061z+VnPcf4w3IOMxG1NnbzcjNLgrfwHiMuroUhJMhUo281lcpA6S2PLym19oaoKre129NEjxdevgHyuwLn9T9DoOUugXiOvV+Z3NhVLoJp9rF63uM0pZUnC6TRJixLlKQZ3vYLwumtR9CTrv//3Kz8ASeIP//Aoez7wfQZu+rOVf/1lJgKVZZZJplDkDG6PhUxiYR0MJUni9Wu3UW93EM7q/NvJ/Zd8yXIyGsXjoeQp6UDAgh6prm6rAI8OnuOBvtMAvG7tVm5wNaBKGZzLWIpbKpfXXuyHEV35q+LwyBiaEqKh1beir9u2th6XdaBisypnnn4ar+UQW69dhbfODZnKzGglY3FUSxq3T1v0c7jdVvJ6dc5iVowkcfQvPg1AyyP3V6Rc2bQoDN706prdeHAul95PVGVSiSRWJUuw2Q/64IKT6DTFyps3Xo1VljkSHuV/ek5c2sm1+hBub+lJYP56D3JugKxePbNNB0PDfP/MIQBe2Lae6xvbSCdTWCxZ7M75+1UsN01Tsam5ilwVR4aH8PtyOFb4PGiaSusqhfjQ0RXPaeo7fhp7ei+brwzi8Wm4PBqKnCSdWPlKpHQsjkMzpmz0uVBOj1bRpcNqNb79eRx4x1f53T8fW9Gy4OZHf4B8iW+7IgKVZZZNpdA0E1/QhSrHSS1if5pVTg+vPt+19pd9p/i3E/vJFPLlHmrFZfUsciFUUiLthLomNzZLjMhodey30R2P8O3j+zCBXQ1tk6Xm2VQKh1b6TNFyczlBT67sVV8+V8BMnqW+sTK9HdrXNeC29jHSW1qrgHIID4+hDz3G2g0KTednkdx+Dausk6pAnkcmGcXlXtrvoNNjR5GS6CUWB1xOzr3g7SvaUj/49INc85k/4znv3nZJBysiUFlmmVQcl1PC49NQlTTxcGRRz3N9Qxuv6NyEjMSesQH+8cAfGUlfWr0hEuEoNiWNx1/6tLSmqXhcOeKhygcqY3qKrx19kqxRYJO/ntes2YJ0PjDJpFNoK5M7WhKn20pBX9lzFhkdQ5PHaVjlW9HXneBy22luglj/sRWbDRg5101TXZiuK5omb7PZFDR7nnSsAnke2dE5GymWwu3TsMppkpUYf60wTXwnnlje1ygU2PwvfwXAyFW3XVLlyM8kApXllh3H7rRhsci43QbpBSbUTpAkiee2dPKXW3bittoYTMX57NOPcnC8OtqhT4iHYxzf/STxRXSMTUaj2NQMrgV+kAaCNnLRynbxzRkF/t+xvSRyWdqcHt684SosF68VZ8Nojsov+0woTt+Pr2g/j/DgEF7Pwv99y2n1+gYcnGOsf/nLs/O5AqR7CDa5p82kuV2QTqzsF31xxjJS/LdfArvdimbLo4vKn5kZBjs/8UKe9dc7Ce7/zbK9zOoH/gXPuYNkXX5OvPbjy/Y61UAEKsuoUDAgH53cy8Trs5FPLi2wWOut42+230SX249eyPP1Y3v4bf+Zcgy3LMb7B3DnH2PwwC/pO3FmQVeuqVgE7yKKQfz1HqzmaEW7j/7XmSP0JWO4FJU7r7gGm+UZOQD5KJqz8om0E1weO4qcWrHp+0LBwEh0E2yq7LSSx+fA58usyAxcbCyEXQ4RbJrefdfhtq14h9dUGRJpJ7hcpticcDayTKJlHQBX/NsHwSj/xYCSjLLh3/8WgBOv+z9VuYNzOYlAZRml40mssj4ZqLh9DqT86JJLJL02O+/ecj3Pbl4NwI+6j/LL3pNVkWSbiQ7S2Gxl0/o4xshvOLn7cdLJEstgM8OL+hANNLqwW+MVy1N5cqSPPwz3IAF3bNiB3zb1Z9BTOhZSVZFIO8HlPT99v0KNu2JjIWzyGI0rXO0zE5dLIZ9a/qqVyOgobqeOZ4bfaZdHg9w4+dzK5ZqlYnFUpbTS//k4PXbI1EZX6Eo4+Wd/S15z4Tu1l9W/vK/sz7/u+3+PLTZGfNVGul/wjrI/f7URgcoy0lMpFFkvvqkBb50T1ZIkGV16syeLLPOqzs28qH09AL/oOcHPzh2vaLCS1bPI+SECDR7Wb23l2hv81Nv20LPnV4wNzD2TpKd0LEYE9yJ2ELYqFnxek/j4yn9wDqbi3H+6WOFzW9s6Nvqm96fIpNJY5CyOKppRKeZJFFZsJ9zQ0DAeZ3rFmrzNxeGyQ3b5+5hko70EG2b+N3edz1lbTHL9YqXjcVyu8iR0O912yIWquit0JWV9DRy7vdhPZfM3/xpX37GyPbf35JN0/ewLABx5y72XXHO3mYhAZRnpiSQ2ax67vfiL5HTb0GwZEotIqM3nCpzad4DDD/16Mq9AkiRua1vHy893sH2g/zT/dfZIxXqtxEJhbHIcf70bgLoGN9fd3ElnywChE7+bM1hJRKKochJvYHFfZP56B6T6VrRkMlPI8/+O7SVrFNjgDXJb27oZj0snUijShZm1alHMk1j+L0rDMMlHu6lvWvqSQzlobhsyiWXdryYRiWM1h6mbYdkHiom9qmVlK3/yegi3d/FlyRdzeTVUS2pFA61ac/Z//SWjO/4ESzbNlf94O1KZGnamGzsZ2/Z8Bm54FSNXv6Asz1ntRKCyjDLJJI6LvndlScLrlUjGIgt6nkQkzqndD+FMP4xD7icZmTpd/7zWLl7TtQWAhwe7+c6pA+SMlb/SiY+HcDmzU3pkqKrCtus76WqLzBmspKIxNC2Lpi1ueaSu0YMqjZMILy5ZeaEKpsF3Th5gOJ3Eq9q4Y/2OWa9Us+liifpK7I68EMU8ieWfhYqNhVGl4RVv8jYbp8uOIuukYsuX0xQZGcWhxgnUz1yKrSgyDsfKdXg1DBMyozhc5QkW3V4N6woHWjVHltn3nm+TdQfwnX6KDfd/oixPm/UE2f2xX7D/r/61LM9XC6rrk/MSk8/EcDinnmK31w7p0isOBs/20r//lzR7jnLts1tRlTTJGfYJual5NX++bjsS8MRIH58/8Bhj+sr2OcjGBgkEp09DypLElutWzxispJNpug8dIz18EJ+v9O3mn8kbcOCwpVdkV+B0PsfXjuxh3/ggMhJv2nAVbrU4WxIbjzJwpmfKlHg2nUKrwspBp9sO+fCyT99HRkZwO1KLni0rN6fbhmrJkE4uX6CSHB+krk6ac3dol0sim4gs2xgulk4kUeRkMTemDBRFxqGZK7Z0WGljA8OEhxf+2ZKpa+HAO79GsmkNQ9e+eEljcPUevfAXWaZgq47300oozzygMLPsOJpr6jeU2+/AYoZJJ9Nozrk/NE7vexo5sYcNXQXWb+tCUWTcbpPRWBRom3b8zoZVeKw2/vXEPnqTUT6z/xHesH4HWwON5fypZpTVs8i5IbyBma8gJ4IVOMeZE78jq99AMhzGjB/Fq42xbqOD9nXTf6ZSyZKEPyBxdnwUWLvo55lPOJPmviNPMpCKo8oW7li/gzWeC7sAD3efxZ5+nJN9Hfjbt9LQ3kIhE8MRqL63msurocox0okkbv/y7b2jh7rp7LRVTbM7i6X4JRtdpkAlq2eRMr3UNc59Tp0eDQbKM6NlGCajfYNEBvro3LEd1T51mTEZjaPKadz+8lWHOBwwlri0m77lcwW6Dx3GEt9L1rIaf+PzFvwcgze+iuHrXoxhXfzSr//IH7jhIzfT99y/4MA777ss8lIuJmZUlkkuk0M2EsXEvYv4zifUJiJzL1HExiMQ38/WbTY2XdU+uWzgdivkk7NXt1zhr+cDO55Fh8tHupDn60f38NPuY+QXWCJnGCannz5EssQ16Oh4CJuSINDonvWYi2dWsv0PUCf9nh3bstx0ayfrtrRgsy3ty9xf7wa9d9kqKXoSUT739B8YSMXxWG28Z8v1bKtrmnKMkU1SH8yxrrWbbO8vOPHYQ5iZELYq6qEyobjnz/JO38fGo6gMUd/sW7bXWAyXSyKTWtiyS6k9ZyKj49iVKMHmuQMVl1fDYsbRU0vrKBobj3Dy8UfRz/03rsKTjPRM77yrJxJo9sKS32MXszsUzGxldoFeCYlInJOPP4RTf4RVzSnIjiz6s+XiIKVx90+xLOB3T42NcfVnX4NcyCNn05jPbH1wGRCByjJJJ5IoFh2XZ2oUbbdbcWp5kvPkUgyeOU2dJ8aqrqlXQE6vBtmROT80AzaN92zdxXOaO4Biku3H9jzIT88dI1TiclB0dBwzso+Bk6dLOj4+HsLtzM2bYzIRrOy80cOu56+hY30DVmXxSz4Xq2t0oykxoqPlregwTJM/DvXwhYOPEctlaHa4ed/2G2l3+6YfXIjj8jrYtrODnc+uoz1wBJe1d7Lyq5pYFQsOzVjW6fux/n48jjiBCrXNn43mskG29HL2ZCzBwd/+ikRk/i+Y6MgwPu/87wWXx45VTpNeZKCYTqY5uXc/o4d+Rot7P9fd6KWpWSY52j392HgUt6e8M1p2zQb5lckJW2kTS+4t3qNc95xWOq9oRlVSSy7nDz79INfe83Ke9f7rcfYdn/d4/5E/cNP7rkMb7yfRuoED7/waVMnM5Eq6/EKzFZJOTlR6TP+C8vpkxub4Mk3Fk8ipY7Rd6Z82Xe7xOVAtCVKxxJzT9Yos86quzXR5/Pzw7BGi2QwP9J3mN32n2exv4HmtXazzzj4NPD4wgNs6TCR+nKy+cdpU8jPl4kP420r7dZIlibqG2WdeFsvltuNy6MRCIepaGsrynD2JKD84fYju87kEG31B3rzhKrTZpl7zCdTzVV7+OifXPGsN8Zhelt4Vy8HlkhidZ3ZvsfK5ArnwCZo3OKtm2WeCw2WHXIR8roBinT9Qjo6O47ENExkeweWb/XfXMEyMxDnqNs6fP+Bw2VCVDKlYHH9jsOSxZ/UM/SfPkB0/RMA1RNeVflo71yJLEoWCQXdfL/FwbOrnQ3a07L+DdqeKbCbJ5/Io1kvjq8QwTM4dPgaRx9jQlZ9ccjdME7t1kGQkijfoX/Tz521OdF8T7t4jPOt917L/r/6NoetfNu04KZdlw3c/ztoffQbJMEjVt/Pkh35IwVH+z81acGn8dlWhTDKJwz5zpYfb54DeQQzDRJanf4APnj6LzxmiZfWaafd5/A6s8gjJaKykvIKrgi1sDzRxMDTMI0PnOBEd51B4hMPhEd6wbgfXNrROe0yhYFCInaF5jZdC7ygj5/pYtWH6WCZk9QxybhBfsPJvokDQymjvALBxSc+TzGX5ec9x/jDUgwnYLQovaFvHc1o6sEgzT0Rm9SwyGWza1CDGXYWzKRMcbhuMLE8C8vjgMJplmNaOpvkPXmFOjx1ViaMnU3MGHhPioRA+6wiR8Agw+3shHoqgyuMzdqN9JlmScLthqMTKn6yeZfBMN/roQXzaEFdsdtK2rmvKjGSwyYNHGyl2iD7/+ZDL5JALEVze8paH2zUVi5RAT6ZLOofVrlAwOLP/ALb0bjZtc9K+pmXyPlmS8HqgPxpZ0mtENl7P7z//FNd85s+oO/x7rv3Uyzn90rsJb9xFfPUWEquKn1vX/MOraXripwD0Pu8ODt35BfLO+X+nLlUiUFkm6USC+lneu96AE+v5nZSf+QbP6hnykaO0bXbPWDGgKDIup0Fohsqf2VhkmR3BZnYEmxlOJfif3pPsHRvg308+jdUis6Ouecrx4eFRNHmUlo4ghcIIx3tOYazrmjGoAoiMFvNT/PXNM96/klxeJ5wZo1Aw5qy4mEnBNDgZHefJ0QEOjA+hn9+h+ppgCy/ruAKvbe6AI6tnUCw57FrtfGi7vBpyIVLSVXHf8dP4GhtK/lKK9J+lPViouv4xUKz8UaQRUvHp78EZpQewOSWI95DPXTvruYqMjOLS0ngDpb0XXB6FQt/cS5WGYTLU3Uu89yk8aj9rN2isXr8aVZ0+BlmSaGzROHr6NIaxAVmWSMUTKHIal8dX0phKpblUFClLJlX7gUo+V+D0vr24CnvZco2P5lXTZ01cXhtGaGTJr5X1N/LY3/2GTd/+AF0//SfW/ORe+Akce/0nOPnajwFw5iXvxX/8cQ688z6Gdr18ya9Z60Sgslxy4Sn9RC7m8Ttw2gbpP36EtddcO+ULdehsDx77CKvWrJ71qT1eheGhxbWLb3S4+Iv1O1Bkmd0jfXz7+D7u3Ghhc+DCUkl4cJBGbwaPT6O1q56enl5CQyMEW2auHoqHQtS55l+TXwkOpw1FTpNJpXG4nSU9JpLRebD/NHvHBonnLjQBa3a4eHXXljmXyC6WTetYyGGz105GfnHPnwipWAJPnW/W4/SUTqL/KTL6Jly+zfM+bzKWwJI9S3P74qfJl5OqKthtRkkN71LxJIoZoqWrkdihYg7UbEuLeriP9lal5KUuh1uD7Niss6upeJLeQwfQ8gfZ0Aldm9onG0jOpqk9wJkzg0SGxwg015OMxbEp+pJ3TX4mm92KVcmRSZe4RcYyy2VyxMbD8y77TiQvy7KEJMkUCgXOPb0Hr/w0265tINg0c9Dl8TuQT42Ty+Sw2pb2HjcVK4f/9+cJXXEjbQ9+GyUVI9XYNXn/+Lbn8uA3zlCwl/YZdqkTgcoyMAwTcuFZN6FTFJmtVzfx9J69nNoDa666BsVqIZ/Lkx45Qsda24xXSxNcXgecG571w20+siTx+rXbyBkFnhob5F+O7eXtm65lgy9IPpfHSJymYXMx+dHndxAMDNLX1z1roJKPD+Jrr3yQAuD02rDKYdLxZEmBypie4osHHyOcLX54ORUrVwabuaa+lU739ByhuWQzGWQ5i81eO28r50UdUucKVCIjY7hsYyRjfcD8gcpoTz8eLUxj6+zLJJXmdEEkNX+Jcmw8jGqJ07K6nb6z3UTHx2f8MkzGEljy/QSaSi/1drk1FDlJOpHE6bmQcGwYJkNnzhHv30uDe4AN1zbN+gX6TD6/A79ngJGBfgLN9aTjcepd5oJnGOcjSxJ2O0SrJFAZPteLPvgYY71rWb11O3bH1MAsnUzTc/gwcvo4Eiac/y+mRMA5zvbrW/HNsYWHx+9AlcdIRKILyimay+CNr2LwxlfNeJ8IUi6onU/UKjXSO4hRKNDUsWrytkxaRyFVXP+fRbDJzfZr4Ok9ezi9D9ZceQ0j5/pwWgdoXzs9b+Ribp+GIiVnXDoqlSxJ/MW6HeQMg4OhYb5+dA9vveIa/PEcmmWMplUX8gpaVvsY3HuKZGzzlA9TKF6dyIXhqshPgYuu8lLzVzeF9BRfOvQ44axOg93JyzuvYKOvHkVe3Ad6Ttex2yj7F8JysliKHVIj8+RJxMbG8FkSZPLDJGOJab8HFysUDPTxk3St1ar6XDicVozw/JsTJsNh6j0GqqoQCKqM9vQBV0w7rhicRWlo7pr+JLNw+zWs8jjJaHzynKaTKXoO7EMrHOaKtTJrN69ZcFfjxlYXQ4dOkc9tIZ8K4WoqT2XdM2kOGIlVR6CSSacIuEYxzBDdTwwTWHMtDW3NF4K+vqcIuvvovKoO1W6d3G7DKJj461fPOyPscNmw2zIkyxioCKURgcoShfvPIOs9aK7bJrPB9UQSRc7gcM395R1scrPjOti/ew+nnzIxs1HWt0qzLhlNcPs0bMoYiUhsSWvDFlnmTRuu5OtH93AsMsZXDu9mp+zkJb78lLyCpjY/3qOnGTnXS+fWqR/QsfEwNkucwAxJuZUgS1KxEdU8zbxCmTRfPPQ4oUyaeruTd2+5ft4clPlkMxl89uqqbimFyyUxMj575Y9hmJjJczSt9ZPvSRAdGZszUAkNjeCQB2lZXd0f5sXNCcfnnZnMJwfxdRTfD4FGD5azw6STKTTnhavvQsFAD52iq8u2oODMZlNw2Aukzi9BjfYPETq1m3p3D5uubJ61Bf98mlcHOHmsn7H+IciMFpvLLQO7ZoU5fndWUj4Vx9toY/32No7t66WvO8TJkR0YmRiacYQr1lpYs2XNotshyJKExwM9ser4eS8n1Xu5UytyUTxqDwNHniCXyQHFKyKrkikpibCuwc2OnQ14zL04pLO0r5+/rFZVFZwOg3R86c2WrLKFOzdew3X1rZjA40aS7+RbiGQubO5nsci0tDnJho5Pa3gUD43jceXnXTdfSU6nTF6ffYYgnEnzpUOPM55JE7Q7yhKkAOQzOrbqyxudl9OjQWb2yp9EOIYqhWho8RHwm8TnSSgM9fdQF8ji8VXHJoSzcbhtKFJ6zhyL4ozhKJ7zHZcD9S7sSozIyNQcsfDwKJo0SEvHwju/utyQjkY4vf8QsVO/Ys2qQa67uXPRQQqApqkEgwbj506hSMmyV/xMsGsq5Krkizsfxu6wYbMpbL++kx1XWvHkH6HFfYCdz6pn4462JfdscnvtoJe+BYpQHiJQWYJCwYBCjFVd9QTsp+g+dBg4X5qslb6del2Dm6t2NbFpqwuPr7T9G9wemWyiPI3NVIuFN6zfwf/ytaFgcDip8taHDA6MXQhWWjuDOK1DjPYNkk6mGOkdpPvQMTLhbvx11fXtrDltkJ353BSDlN2M6SnqbBrv3nI9vjIEKQDk46hl7Py5UpweO7IZnXU34djYGA5bca+eQIMbUj2z7g+UTqaRU6doaqv+UkqX245V1knPsTlhccYwgb++mC+gqgp+n0l8fGpgN97XS8Cvl/z+vZjTbcdIdeNIP8z2HRa27eyYM0etVI2tPlSzH6sljcu7PCXydqeKTGryIq1SCgUD8jHsF3WAbu2o41m3ruHam9fgrytPvofb70A2wkvuJiwsjAhUliCr6yhSFl/QxYYtfpTUUwz3DJBNxXEu8H3hr3PSvqb0qXKXV4PM8OQ6azl0xFO82ztIuwvGdXjfHw0e7i8+v8Op0lhvEj37GAN7/gv93E/wZB9kfVsvq9eVp7lauWjOYsfMZ36ZjqQTfP7AHxnVkwTOByl+WxmvNC9q9lZLXB4Nq5yetetmMjSEP1DcYC/Q4MZuiRAPzZzbMdbbj1sL01Sl1T4XsztVrNYs+hzLhMlIBLczPyV/wV/vwEz2TL739JSOnD5Fc5tvUeNoaPXR2TLMtc9qWdBnwHwa23y47BE02/JV5GlOG4qcIZOu7Be3nkyhWKbPYiuKXNZmg16/E5s8/xYoQnnV3uVfFckk0yhyFs3pob7JQ2j4HCfP7MaQrNM2Iyw3j8+JIiemVQsslp7SkTNn2bbJwfPaZT633+ShfpO/32tgInFzq8yaLc24fRFcPg1vwF/WfUPKaaZmXr2JKP985AkSuSwNdid3bdlJoIxBSqFggJGoqdLkCU63Da9TZ6yvb1qSYD6Xh0wfgYZiJYvHp+F26kRHx2Y4tkBy5AQbO5SybYuwnGRJwumE0TkClWxsCF/r1N/zukYP6rFxEuEonjofY739uGzjNK/uWNQ4/HVO/DeVfyNNq2KhucVKLrewfb4WQnOqWKQseqq0xnnLRU+ksEoZHO7lDZAdThXNniMVjcEsVZBC+YkZlSXQU2kscgbt/HTjhitX0eDtQyE6a2lyuXgCGqqcXPLeExNCg8M41AiNq3xoisSHr5b40zYJw4RP7jV5qN/A5bbTdUUTDc3eqg1SoJidb5EubLZ3Khrii4ceJ5HLssrp4b1bd5U1SIFiszeLlJvWlbYWyJLEqi4vxI+Sik/90o6MjqNZogQv2mwyELSSifRNe56Rc724LD20r6udD3CnUyafnjnXK5fJQXYIT2Dq9Kg34MBhTxMdLfY/iQ+fprGpOoOzjVe2sX1nx7I9v91uxWrJkU1VtvInk0phVVamh5HXK5GOzV8tJpSPCFSWIJtOY7dfKEe1KhY2XdVCwDGIN7DwteqFmEioTUXLs3tpfHSAYJ05uTZukST++kqJWy8KVn7Xv3xXZuVksynY1ALJZII/DPXwz0d2oxfyrPUEePeW63Gr5Q8ic3oGi5wrVkHUoNaOOnzOMQZPn5lye2xsHLcrN2VK3d/gwVIYIp28UAKez+WJ9R+idZWEq8yNxZaTdr7yZybxUATNmsT/jKRWWZKoq5NJRYaJjYWwS320rF54Eu1KWIk9luxacRm8kjLpNPYF5AUuhcuniYTaFSYClSXIptNoz/hM9tc5ufG2zYtKqlsot0ciE196Qm0uk0PSz1HXOLVRlUWSeN+VEre1F4OVT+01+UW3gWmWLy+m3EzT5HjY5NdSHV8eP8n9pw+SMww2+xt4x6brZt9McIkyun5+RqU6Gt8tlKLItHW6yUeOTkkUzEV7CQSn/kx1DW4069TKl8HT3bitPXRurPw2CgvhcNmRjdiMyaCJSATNrs8YePmCbiS9l+GzZ/G7U0uq0Kl1Dq3Yw6SSsqkETsfKtAZwex0oRKcE6sLyEoHKEhSySeza9FO4UjvFur0OyC49oTY8MoZdiVDfMr2jpkWSeN+OC8HKvU+bfOhxg+FUdQUrpmny+JDJ2x82eOfvDZ7IusliErQ7eMnqjdy58WpUy/JNzef0DFZLvqqXxObTtrYen2OUoTPdwPnW8cYI/mfsdK2qCj6vSWysWKac1bOkhg/RtlqdtwdQtXF5bCiWC8uEF0tHRvD5Zv6IDDa6sVtikDxDc1t1NDusFJtmhVyksoPIRbCv0O+et86B1ZIiHhIJtStFBCpLkY9gd1SuNNfl01AoJo0uRXRkmICvMGtlgHw+WLlzk4RVhidH4C2/NfjJWQOjCmZXTkZM3v9Hg4/sNjgVBasM17l1XlYo8NGrbuZPVq3Bsshus6XKZTI12UPlYlbFwqp2jczYEbJ6lsjoOHZrnLrG6V/EdQ1OSPZQKBgMnunGY+unY0Pt5KZMcLjsWOU06cTU3JxCwYDMAN66mWdKHC4bblcWp22M5tWBlRhq1bI7VMiVJ1duMQzDhHx0SmnycrLbrTi1fNmW3YX5iUBlkYpvjnhFp/o9/mJkn4gs/g1TKBgYiW4CDXMvVcmSxGvXyXzjZpktAUgX4IsHTP7qUYPdw2ZFApbRtMmnnzJ4x8MG+8aKAcpr1kp871aZv1ybpd1IUMjm53+iWcTDpZ/XnK5jr53UjFm1r2vAYx9i6Ow54uOj+P3mjEmigSYPqiXM+MAw+uhB2ju0qmr6VypFkXFoxW7SF0uEo6iWOL7g7Es6ras9tHfYavLnLie7w4ZsJivWSyWT1rFI6RXdpdvjLc+yu1AaEagsUiato0gZtApOddvt1vOlcoufgoyNhVDlcRpaSmvQ1eaW+PxNMn+5VcJugUMh+PDjBn/xG4PvnzKIZVcmYHlsyOR//87ggV4TE3j+Kol/fb7MWzfLeFVpckr/mVfKpQoNjnLmyYdJREq7UixkU9jstf92stkUWldZSQ0fhWQPgeDMDYE8Pg2Xlmbg+GH82gCrS+ioXK2cLolMauq/c3w8hENNz9ldt2N9Axu3V8fWEZWkOdWK9lIptonILHul5cXcPgdkhsrax0qYXe1/slZIJpnGImdXbLpxNo3NdvSxE9Na25cqMjKK15leUPKvLEm8rEvmm8+TeWWXhFOBwRR87bDJa35l8Nl9Biciy/MGLhgm/3LE4G93GyRysMEHX3m2zIevlmm8KJlOc9mwyplFJ7wlIhE82iixsZkrQqbJx5e89Xu1aF/XiMvah2oJT8tPmSBLEnUBCy7rIO1d7rJ0Uq0UzalCNkQ+VyA0OMrppw8THzqKzy+tWL5ZLdOcKha52EulEvRUqri32gpeNBb7WMVIxabnNgnlV7ufLhWmp9JYpAs9VCqlfW0DPef6GTnXR8vajgU/Phvpoa5jcVcijQ6Jd26VeNMVJr/tN/npWZNTUfhlj8kve0w2+eFlXRLPbpGwzrHpW6lCuskn9xrsP9+9/OWdEm/bMvNzWxULdptBap7NCWeTjkfxK2OEQ6NAx/wPyNdms7eZOJwqrasshEZjeAOzV/E0tgdIpwZpX7tuBUdXfg6XHXLjnP7jj7HLYfxOneBaO+1rxGxJKYq9VPIV66WSTadx2Fd21/KJXa9T8cXvYC+UTgQqi5TT09jt5oK3Xy83h1OlpUXm+LmjNHa2L+jNmojEUcwhgs1L25dFUyRetFrihe0mR8Lwk7MmD/cX///IXpOvHDTZWgcb/RJX+CXWe8FhnT1wSeZMhtMwnILh1IX/f3rcJJIBzQLvu1Liua1z/6wOJ4RTiwtUyIyg2E1I9VAoXD3nec3n8siSXpPN3mazYXsb2Ux+zhmF+qZiR+ZaF2zy0LWqF7ffSbCpruo3U6xGmkMiPMPmjtGxMBZFWdYv80wqSf3yd4OYwmZTUK0FchXuH3O5EIHKImXTafxadUwLt69toK+vl9HeQZo6Sr8KjAyP4LQlCNTXl2UckiSxOQCbAxJv32zyi3MmP+s2Gdfh0UF4dNAETGTAbwenAg4FHNZiIuy4XgxI4nPk5K12w/+5VqbdPf+5dzitGOGFd5DM6lnkQpjGtnqiJ6PEx8P4GmZv6JVJ68hSFpt9hT8tl5GiyChKbZUaL5bDqbJ915pKD6OmaXaT4djUQKVQMBg8/AeQLKzd9Sco1uX5ujEyEbT6lf8q0xwS43PsvF2rBs/2Eu49xbqdN1XNcrYIVBYpn02ieasjUPH4NJobC5zuO0ZDewtyicssydAAaxrkZZkyDdgl3rBB4nXrijMrx8ImR8Mmx8Iwki4GJXNlf7it0OiAJgc0ahKNDmh2SFzdADZLaT9fcRflhQcqyWgM1ZKmeXWQgd4+omPjcwYqOT2DUqPt8wWhHOwOFcYjU24bHxjGYRnAasnRd/wUHVs2Ls+L56IVaRPhsMNQaJEzthWSiifJpvVZP88KBYNo70F8ltP0nWiic+sVKzzCmYlAZbFykarqQtq+voH+oW5CQyMES9gsK6tnkDO907rRlpsiS2yrg211F4KLkF6cZUnlIZmHVM4kU4A6u0STAxq0uZeGSqW5bFikFHpKx+4ovXY4GY1hU4s7sQbqLISGBoH1sx6fmWyfXz2/D4Kwkoq9VKZWH4b7u2mryxEIOjl4ZD+JSOuil4DCw2MkwhHaNk7dvDGXySGbiYoEKjbNCvnaavo2eKabzPhJbDtvRXNOX+Ic7R3AIffS0mbj5Nn9xMOtuP2VX94VVT+LYBgm5GJVFaj465w0BHXGu0+UdHxoaBTNGl1yfspiBOwS63wS24MSNzRJ3NIm86IOmeubJDo8UlmCFACn244iZ9ATC6tGSMViuF3FyhZ/vQc5N0BWz856fE7XsVqNiucrCUKl2J0qMqnJXirJWAJL5jQtq/2sXt9AvXeM/qMHF/384/39pAb3kdUzU25PJ1IolgwO98oHKnaHDfK11fQtrycJ2M/Qd+z4tPsMwyTce4zmJoMN21fR4Btj4NiBqijBFp+si5BJ68Vdk6usXXj72iBq4fSUPVhmExsbxu8zarrl+3wcThWrJUN6gZU/pj6C21v8t61rcmOzxIiMzn5Oi11pq2MZUBAqwa6pKFIG/Xzlz2hPH15HmMZWHxaLzPotjdjzRxjuGVjU8xf0EE51lPHBkSm366kUirSypckTisFZelrwVNVyETTNQEocJDY+dTZofHAYB920r2so/pttbUbLH2Wkp79Cg71ABCqLkE3rVTnV39DsJeBNMHz21JzH5XMFzGQ3waZLeyM1i0XGoZlkFtBLJZ/LI+XHcXmLibGapuJx54iH5gpUdOz2yl91CEKlOFw2LHIOPZUinyuQGT9BU6tjMv8t2OSmtSVPuHvfgjvYGoYJ2XFUKUpseOqXZjaVwmYzKtLHx+4oNrrTkzVU+ZOP0by6gXp/lMETh6fcNd59goZgBn9dscljXYOLVa0FIt37KORmn1FeCSJQWQQ9lcYqZ1a0ZXOpVq8NYNFPkJyjEVFkdAxNDlFfYjfaWuZwSmTSpc+oJKNxrJY0Hv+F9dtA0E4+1jfrY8xc4pKemRKE+RTLdYu9VMYHh9EsQ7R2Tk3YXLetBb+tm55jpS1PT9CTKRQpRV2TDznTPWUGI5NKTdvBfqU4nCqKVLlGdwuV1TNYpAx2p8raTQ2o+WOM9g8BxRwgW+E07eumVoCu3daKXztHITZ9qWgliUBlEXLpNKpanTkJja0+XPYYoYGhWY8JDw7h9WRm3L7+UqM5rJApsbss5xNplTTOi85NoMGNYozMHvwVEqiXSLM3QVgszQ5ZXSfSf5b6uty0zxdNU+lc58YIHyAVL/3iIRVPYJV1Vq9vRFNCjA0MT96XzyRwOCvzOayqxV4q2RopUdaTaSznO/jWN3lobtAZP3OIQsFgpPsUQX9iWl8ku91K1wYvHulpsqlIZQaOCFQWJaOn0aqkh8ozWSwy9fUyybGeGe+f2IQw2HTp9PyYi+ayQz5SckJY+nwi7cUl24F6N3Y1SXSGPJXi5pQiUBEEzSGRGB9ByZ6ZdUfpVV1BXLbQnBdSz6THE9hsOTw+B8E6k/jIRXkuuVBFd7C3a8XgrBZMrARMbPuydnMzLvkUZ58+hKKfoG1NcMbHta0J0lwXwS6NreRwpxCByiLk9WRV75Rb3+rHWuifcQYgNhbCJo/R2Opb+YFVgMNlQ5HS6CXmqeTTY7i9U5dxFEXG7zOIj49OPz6bxSJlRQ8V4bJn16yQj+BxRmlsnXlZWVFk6htkkuOlJ9XqyQTu8+l09S3eyeWffK4A+fiKbkb4TA4NcgtYWq6kbDqN1Xohn8fj01jVJpONnCDgidHU5pvxcbIk0dYuEZi9ldSyE4HKYlSowVCpgo0enPYY4cHhafeFhobxLHATwlrmdNuxlliiXCgYkB3F6Zl+bgJBJ6R6i8dcJJPOFAMVMaMiXObsDhsuW5iWVY45m0gGm73IuR70VGkzEQU9hMNV/HJtaPVNLv/oyfObEVYwV9DmsEEuUrHXX4hMOo32jNYpXZuaafb10rkhUNUbcIpAZYGKU/2xqr6CVpTzyz/jvVNuNwyTfLSb+qbLZy8Tu8OKatUZPn2QvuOnSUTisx6biiVQ5SQe//RAxd/gRrWESYSnlvRNVoA5qvf3QRBWgtNjx2UdobVj7kvvYJMHhzVKaIYLqWeaqPhxuIqfWTabUlz+Ge4nc34pQ3NVrvrSrqk100sln5meeGy3W9n1JxtpaZ95qa5aiEBlgYqZ0zpaFc+oQHH5x5LrnZK0Fg9FUKVhGi6TZR8oTltuv66JdS0nUCK/ZPjpH3Ps0QfpO3Fm2rHJaAxVSeP2Tg/kvAEHDjVFdHTqOm02k8Ei58WMinDZq2/ycP2fbJp3hkNVFeoCJvHRwXmfc6Lix+m58A1b3+JFznaTiESwWnNoFWwTYXeqWCS9NnqpZCPFGaBnqOaZlAkiUFmg4hV0Fs1Z3V9MwUYPTnVq9U94aBi3I4U3cHks+0yoa3Cz7boOnnNbJ9ddr7K+5SS54YcY6p7akyEVi+FyzrwjtixJNDRZSQ0fnfKhlNN1bDazJt7sgrDcSi3Tr2vyIOndc3Z8hgsVPy7vhUClcZUPhzVMeKB32lLGSnM4VSxyBj1ZA5U/hXjV9f4qlQhUFkifnG6s7hkVRZGpb7SQGLuw/KOHuqlvsF22X6oWi0xjq5ct13XQ0ZYjem7PlHXyXHIct8cy6+PXbmmlznWOswcutALPZUVXWkFYqIZWL5oSJjQ0PUH9YhMVPxfPmqiqQl0dYKRxOir73rM7pnbkrVZZPYOFNPYq66ZeKhGoLFA2lcJqNbAqs3+hVYv6Fi9Kvo9UPElsPIrKEPXNvkoPqyqs29ZKnbOHc4cOARNr4SOTHWlnYrMpbNhaj5o5MDkbk9fT2G2iK60gLISmqQT8BtHRucuU9WQCl3P67Q0tXrz2EWyOyn7xqqqCqhpV30tFTxa3fbFX+HwtlghUFiij6zgqHMWXqr7Ji9MWJTQwRGRkBJc9QaDx0m6bXypVVdiwtQE1c4DhngFSsQSKlMDlmXsuuanVx+q2HNFzT5JOpqEQR7XX5ptfECqprtEJqe5imfEsCnoYp3v6clJDqxenOj6lMWOlaFqxoqaaFfdEylZkT6RyEIHKAuX1ZM1cQRd7FlhIjveRGjtHfYP1sl32mUljq5fVq3JEzu4hOjqGzZLCE5h/0Xv9tlaCrh56Dh+AfEIk0grCIjS0+tDkcSKjMzcSK85yjk1W/FxMVRWue+4GWmZpLLeSNHvxe6GaFXd4L1RkT6RyEIHKQuWiM2ZOV6v6Fi+WXC9Wc4CgWPaZZv32VgLOc4ycPY5DK21zM1VV2Li9CS17EAop0ZVWEBbB5bbj9WQJD868/DNTxc/FHE51zn4tK6XYSyU6/4EVlEmn0WpkJWAmlf9XrjX5aE1lTheXf2I4bXGCTe5KD6fqFJeA6glofbg9pb+R65s8tLcbONXxqu6pIwjVLNjowEh2T2ukCOcrfixTK36qkd2hQr66A5WcXrnNG8uhNueBKuTi3SdrhaLItKxSkSSq4uqjGjW1+tiwUcft98x/8EXWbWvFahvGHxR5P4KwGPWtPtSTY8TGQvgbp+41o8cT2CrcJ6UUdoeKRcqQ1TOo9iqdbc9Fi1sc1CgRqCzAhd0nfZUeyoJcsWNVpYdQ9bquaFrwY6yKhXWbW5ZhNIJwefD5HXid/YSHR6YHKskkvhkqfqpNsZdKBD2ZrupAxVblAd9cxCX2AmR0HYuUq+l/cEEQhGrS2OIkFz46be+fgh7C5an+a2m7Qy3uJ1alvVSyehZZqt0eKiAClQXJZbIolnzJ3RcFQRCEua1e30DAMUD/iZOTt81V8VNtVFXBajXIpkrboX2lZdI6ipyp6C7TSyUClQXIZzKotRuUCoIgVB1VVVi91osRPTS5aWix4ic9a8VPtXE4JDJ6abtBrzQ9lcIiZdFqtNkbLFOg0t3dzVve8hY6OzvRNI01a9bw8Y9/nGx26r4OBw4c4FnPehZ2u522tjY+85nPLMdwyiaXzWAX7dIFQRDKqq0rSNAzRv+JowCk40mslnTVV/xMsNvMqu2lkk2lsSqFml4JWJaRHzt2DMMw+NrXvsbatWs5dOgQd955J8lkks997nMAxGIx/vRP/5RbbrmF++67j4MHD/LmN78Zn8/HW9/61uUY1pLl9TS2QG00exMEQagVFotM1xVBwk8cITzcRTpRGxU/E2wOGwxHKj2MGWV1HX/1r6DNaVkCldtuu43bbrtt8u9dXV0cP36cr371q5OByne+8x2y2Szf/OY3UVWVzZs3s3//fu69996qDVREu3RBEITl0bzKT+Pp0/SeOoSi+Wui4mdCsZdKDMMwkeXqmnXPplM4fNU1poVasRyVaDRKIHCh3fFjjz3Gs5/9bNSLkj5uvfVWjh8/TjgcnvV5MpkMsVhsyp8Vk0+JdumCIAjLZO2WJhzGSVKhvpqo+JmgOWxYJJ2snqn0UKbLR2u+KeWKBCqnTp3iS1/6Em9729smbxsaGqKxsXHKcRN/HxqafUfNe+65B6/XO/mnra1teQb9DIWCAUYCaw2v8wmCIFQzf52TlpYCDmuoJip+JmhOKxY5S6YaS5Rz0ZrdNXnCggKVD37wg0iSNOefY8eOTXlMf38/t912G69+9au58847lzzgD33oQ0Sj0ck/vb29S37OUuQy2fM9VGo7MhUEQahmXZua8DuH8dbVztqP5rJhlTNk0tVV+ZPL5JDNVM33/lrQ9MD73vc+3vjGN855TFdX1+T/DwwM8NznPpcbbriBr3/961OOa2pqYnh4eMptE39vapq9S6jNZsNmW/l68Gw6g0XOodpr580jCIJQa1xuO8+6bUulh7EgVsVSlb1U9FQaRc6iORe2PUi1WVCgUl9fT319fUnH9vf389znPperr76ab33rW8jy1MmbXbt28ZGPfIRcLofVWpyleOCBB9iwYQN+v38hw1oR2YyORcrX9H4JgiAIwvJwOCRG9Opa+smk01jkLFoNd6WFZcpR6e/v5+abb6a9vZ3Pfe5zjI6OMjQ0NCX35PWvfz2qqvKWt7yFw4cP873vfY8vfOEL3H333csxpCWbWPpRRY6KIAiC8Ax2O+T16ppRKfZQyWOv8SKQZfnWfeCBBzh16hSnTp1i1aqpG+KZZrEPidfr5de//jV33XUXV199NcFgkI997GNVW5qc03UcdpCl2i7zEgRBEMrP7rDB4HilhzFFVtfx1UbPvDktS6Dyxje+cd5cFoBt27bxyCOPLMcQyi6XFe3zBUEQhJm5fQ7kQpisnq2afluZdAqtttNTALHXT8nymQx2u5hNEQRBEKbzBRzYLEnioUilh3JBLnJJVKqKQKVU+bjITxEEQRBm5HDZ0OxZktFopYdyQS5e8z1UQAQqpSskRbM3QRAEYVYer0Q6Hqn0MADI6hlkM1nMnalxIlApgWGYUEhiq5J1R0EQBKH6uH0apAeW9ByFgkF0bPZtZErVfegwXkcIf33t9/4SgUoJiqXJWbHPjyAIgjArj9+BQoxUPLno5xjrH+LcvkdJJxffk2XgTA+29FNs3B6smR2o5yIClRJk9Uyxh4pdLP0IgiAIM/MGnKiWBInI4jfLTcfiuG1jxMYXN6sSD8eI9+yms9OkqdW36HFUExGolCCb1rFIOewOMaMiCIIgzMxmU3A5DVJLSKjNJKM4lHES4wvvyZLP5ek79AQtdUOs29q66DFUGxGolCCXzSLLObH0IwiCIMzJ45XJxMcW/wTZMWQ5Rz6x8FyXswcOEVCPs/maNiyWS+fr/dL5SZZRTtex2URXWkEQBGFubp8TMkMUCsaCH5vL5JALEfz1XizG2ILyVIa6+1FST7Fhqx+X+xJoR3sREaiUIJsRXWkFQRCE+XnrinkqqVhiwY9NxRMoFp2W1fXYLLEF5alEB8/S2pimpT2w4NetdiJQKUE+m8Fe+6XogiAIwjJzezVUS4p4OLLgxyZjcVQ5jb/eidtdIBEOlfS4QsGAzCC+oHvBr1kLRKBSinwCmyYqfgRBEIS5KYqM222SXkRCrZ5I4HKBxSLjD9jIx0rLU0lGYqiWON662u+ZMhMRqJSikMSqikRaQRAEYX4er5V8anTBj8slw7jcxa9lb50L2RhFT+nzPi4RjmBX0nh82oJfsxaIQGUehmFCLo4qKn4EQRCEEnj8TsgOk8/lF/bA7BhOdzHYCDS4sFniJeWpxMNhPB4uqUqfi12aP1UZ5XO5YmnyJbADpSAIgrD8PH4HNiVFIlz68o+e0rEQx+EpVuzY7VY8rjzxUAl5Kvog3sClVelzMRGozCOfyaCIHiqCIAhCiVxeO3ZVJxEpPVBJRYuJtB7vheUbX0AlHx+c83HpZBqLEcITuDTzU0AEKvPKZXQsiEBFEARBKI0sSXg9kIxGSn5MOpHAas1id17oheELupDzw2T1zKyPi4ciqJYEvks0kRZEoDKvXCaLLGexiX1+BEEQhBK5fXbQh0o+Xk8kcLumNhb117uwKQkio7Mv/6SiUVyOPPZL+GJaBCrzMXRU9dJNUhIEQRDKzxNwYjHCJVXtAOTT47g8Uy+INU3F7cyTCM+eUJuJj+L1WZY01monvn3nY2Sxia60giAIwgJ4Aw5UOVlS1Y5hmJAdw+GaXl7sr1PIxWeemcnnCpAZxBNwLXm81UwEKvOQDB3bpZtMLQiCICwDTVOpC+QI9Rybd98fPZlCkVM4PdO/bHxBN3JuiKyenXZfMhpDtSQu2UZvE0SgMg/ZTGCzifwUQRAEYWHWbWvGYZ5g+GzPnMclY3Gschr3DA3bJvJUouPT81TiofAl3ehtgghU5mGVk6giUBEEQRAWyOd30N4uE+/fP2fljh5PoNlmTogt5qnkiAwNT7svGQ3j801NwL0UiUBlHgoJrJdwNrUgCIKwfNZuaSbg6KXn6PFZj0knEjjnSDNZ1elBThwgPDz2jAcO4fFf2rMpIAKVOZmFHBYpI7rSCoIgCIuiqgpdG/wQe5ro2MyJtaY+iss9e9XG6rX1tDbGGDr2JLlMDoB0MoVihort+i9xIlCZg5HXsch5bDYRqAiCIAiL09pZR2NdlMHjB4sVPhcpFAzIh3C4554Z2XhlG377ac4dPgJAPBTFpiTwBUWgclkzCxksUg67mFERBEEQFkmWJNZvbcZhHGOou3fKfel4EtWSxjVDxc/FHE6V9Zv8yIn9jA0MkwiHcTqMy6LYQwQqczAKWWQpK5Z+BEEQhCXx1zlpazeJ9z7BwOlzkzMrkxU/JeSarOqsY1VTkrFTe8hEB/H5L/0gBUSgMiczr6OqpuhKKwiCICzZhu1tbOgMkx/4NSd3P04qnkRPJNDsBlaltO6yG69qI2A/g6UwgvsyyE8BEajMySiIrrSCIAhCeSiKzKar2rhml48G2x56n/olsZF+XAtoLGu3W1m/JYjP3k+g4dLuSDvh8pg3WiQzr2OzmfMfKAiCIAglCja58QWdnDo8QG/3EK4FNmxrafdT3+IpeRam1olAZS75JIqkE+o/U+mRCIIgCJeYhiC4tSyq3ajq7xmzUKjo64tAZQ4brlwNGQdeX6VHIgiCIAiVIuHw1Vfs1UWgMocN21cBqyo9DEEQBEG4bIlkWkEQBEEQqpYIVARBEARBqFoiUBEEQRAEoWqJQEUQBEEQhKolAhVBEARBEKqWCFQEQRAEQahaIlARBEEQBKFqiUBFEARBEISqJQIVQRAEQRCqlghUBEEQBEGoWiJQEQRBEAShaolARRAEQRCEqiUCFUEQBEEQqlbN755smiYAsViswiMRBEEQBKFUE9/bE9/js6n5QCUejwPQ1tZW4ZEIgiAIgrBQ8Xgcr9c76/2SOV8oU+UMw2BgYAC3240kSWV73lgsRltbG729vXg8nrI9rzCdONcrS5zvlSPO9coR53rllOtcm6ZJPB6npaUFWZ49E6XmZ1RkWWbVqlXL9vwej0f80q8Qca5XljjfK0ec65UjzvXKKce5nmsmZYJIphUEQRAEoWqJQEUQBEEQhKolApVZ2Gw2Pv7xj2Oz2So9lEueONcrS5zvlSPO9coR53rlrPS5rvlkWkEQBEEQLl1iRkUQBEEQhKolAhVBEARBEKqWCFQEQRAEQahaIlARBEEQBKFqiUBFEARBEISqJQKVWXzlK1+ho6MDu93Ozp07eeKJJyo9pJp3zz33cO211+J2u2loaOBlL3sZx48fn3KMruvcdddd1NXV4XK5eOUrX8nw8HCFRnzp+PSnP40kSbz3ve+dvE2c6/Lp7+/nz//8z6mrq0PTNLZu3cqePXsm7zdNk4997GM0NzejaRq33HILJ0+erOCIa1OhUOCjH/0onZ2daJrGmjVr+Lu/+7spm9qJc704v//973nxi19MS0sLkiTx4x//eMr9pZzXUCjE7bffjsfjwefz8Za3vIVEIrH0wZnCNPfff7+pqqr5zW9+0zx8+LB55513mj6fzxweHq700Grarbfean7rW98yDx06ZO7fv9984QtfaLa3t5uJRGLymLe//e1mW1ub+eCDD5p79uwxr7/+evOGG26o4Khr3xNPPGF2dHSY27ZtM9/znvdM3i7OdXmEQiFz9erV5hvf+EZz9+7d5pkzZ8xf/epX5qlTpyaP+fSnP216vV7zxz/+sfn000+bL3nJS8zOzk4znU5XcOS155Of/KRZV1dn/vznPzfPnj1r/uAHPzBdLpf5hS98YfIYca4X57//+7/Nj3zkI+YPf/hDEzB/9KMfTbm/lPN62223mdu3bzcff/xx85FHHjHXrl1rvu51r1vy2ESgMoPrrrvOvOuuuyb/XigUzJaWFvOee+6p4KguPSMjIyZgPvzww6ZpmmYkEjGtVqv5gx/8YPKYo0ePmoD52GOPVWqYNS0ej5vr1q0zH3jgAfM5z3nOZKAiznX5/M3f/I150003zXq/YRhmU1OT+dnPfnbytkgkYtpsNvM//uM/VmKIl4wXvehF5pvf/OYpt73iFa8wb7/9dtM0xbkul2cGKqWc1yNHjpiA+eSTT04e8z//8z+mJElmf3//ksYjln6eIZvNsnfvXm655ZbJ22RZ5pZbbuGxxx6r4MguPdFoFIBAIADA3r17yeVyU879xo0baW9vF+d+ke666y5e9KIXTTmnIM51Of30pz/lmmuu4dWvfjUNDQ1ceeWVfOMb35i8/+zZswwNDU05116vl507d4pzvUA33HADDz74ICdOnADg6aef5tFHH+UFL3gBIM71cinlvD722GP4fD6uueaayWNuueUWZFlm9+7dS3r9mt89udzGxsYoFAo0NjZOub2xsZFjx45VaFSXHsMweO9738uNN97Ili1bABgaGkJVVXw+35RjGxsbGRoaqsAoa9v999/PU089xZNPPjntPnGuy+fMmTN89atf5e677+bDH/4wTz75JO9+97tRVZU77rhj8nzO9JkizvXCfPCDHyQWi7Fx40YsFguFQoFPfvKT3H777QDiXC+TUs7r0NAQDQ0NU+5XFIVAILDkcy8CFaEi7rrrLg4dOsSjjz5a6aFcknp7e3nPe97DAw88gN1ur/RwLmmGYXDNNdfwqU99CoArr7ySQ4cOcd9993HHHXdUeHSXlu9///t85zvf4bvf/S6bN29m//79vPe976WlpUWc60uYWPp5hmAwiMVimVb9MDw8TFNTU4VGdWl517vexc9//nN+97vfsWrVqsnbm5qayGazRCKRKceLc79we/fuZWRkhKuuugpFUVAUhYcffpgvfvGLKIpCY2OjONdl0tzczKZNm6bcdsUVV9DT0wMweT7FZ8rSvf/97+eDH/wgr33ta9m6dStveMMb+Ku/+ivuueceQJzr5VLKeW1qamJkZGTK/fl8nlAotORzLwKVZ1BVlauvvpoHH3xw8jbDMHjwwQfZtWtXBUdW+0zT5F3vehc/+tGP+O1vf0tnZ+eU+6+++mqsVuuUc3/8+HF6enrEuV+g5z//+Rw8eJD9+/dP/rnmmmu4/fbbJ/9fnOvyuPHGG6eV2Z84cYLVq1cD0NnZSVNT05RzHYvF2L17tzjXC5RKpZDlqV9bFosFwzAAca6XSynnddeuXUQiEfbu3Tt5zG9/+1sMw2Dnzp1LG8CSUnEvUffff79ps9nMb3/72+aRI0fMt771rabP5zOHhoYqPbSa9o53vMP0er3mQw89ZA4ODk7+SaVSk8e8/e1vN9vb283f/va35p49e8xdu3aZu3btquCoLx0XV/2YpjjX5fLEE0+YiqKYn/zkJ82TJ0+a3/nOd0yHw2H++7//++Qxn/70p02fz2f+5Cc/MQ8cOGC+9KUvFSWzi3DHHXeYra2tk+XJP/zhD81gMGh+4AMfmDxGnOvFicfj5r59+8x9+/aZgHnvvfea+/btM8+dO2eaZmnn9bbbbjOvvPJKc/fu3eajjz5qrlu3TpQnL6cvfelLZnt7u6mqqnndddeZjz/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" ] @@ -53,13 +46,16 @@ } ], "source": [ + "%reload_ext autoreload\n", + "%autoreload 2\n", + "\n", "# Import relevant modules\n", "from control import PDController\n", "from dynamic import ClosedLoop\n", "from dynamic import Mission\n", "from dynamic import Submarine\n", "sub = Submarine()\n", - "controller=PDController(Kp=0.25,Kd=0.6)\n", + "controller=PDController(Kp=0.15,Kd=0.8)\n", "# Instantiate your controller (depending on your implementation)\n", "closed_loop = ClosedLoop(sub, controller)\n", "mission = Mission.from_csv(r'c:\\Users\\navik\\Documents\\Year_3\\B1\\b1-coding-practical-mt24\\data\\mission.csv') # You must implement this method in the Mission class\n", diff --git a/uuv_mission/dynamic.py b/uuv_mission/dynamic.py index d0f9215a..8edd77d8 100644 --- a/uuv_mission/dynamic.py +++ b/uuv_mission/dynamic.py @@ -114,8 +114,9 @@ def simulate(self, mission: Mission, disturbances: np.ndarray) -> Trajectory: # Call your controller here error = mission.reference[t] - observation_t action = self.controller.compute(error) - self.plant.transition(actions[t], disturbances[t]) actions[t]=action + self.plant.transition(actions[t], disturbances[t]) + return Trajectory(positions)