From 54b0914f98681ccdfa82f199943a7b3dc58fdf9c Mon Sep 17 00:00:00 2001 From: MateusStano Date: Sun, 19 Jun 2022 02:17:31 -0300 Subject: [PATCH 01/55] ENH: define Motor.nozzlePosition and Motor.centerOfMass relative to user defined reference system --- rocketpy/Motor.py | 83 ++++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 78 insertions(+), 5 deletions(-) diff --git a/rocketpy/Motor.py b/rocketpy/Motor.py index be9d62707..680d3bf10 100644 --- a/rocketpy/Motor.py +++ b/rocketpy/Motor.py @@ -23,6 +23,12 @@ class Motor(ABC): Geometrical attributes: Motor.nozzleRadius : float Radius of motor nozzle outlet in meters. + Motor.nozzlePosition : float + Motor's nozzle outlet position in meters. More specifically, the coordinate + of the nozzle outlet specified in a user defined reference frame which + follows the motor's axis of symmetry, being positive upwards from the + nozzle. The origin of such reference system maybe chosen by the user as + desired. Motor.throatRadius : float Radius of motor nozzle throat in meters. Motor.grainNumber : int @@ -106,6 +112,7 @@ def __init__( burnOut, nozzleRadius=0.0335, throatRadius=0.0114, + nozzlePosition=0, reshapeThrustCurve=False, interpolationMethod="linear", ): @@ -130,6 +137,14 @@ def __init__( Motor's nozzle outlet radius in meters. Used to calculate Kn curve. Optional if the Kn curve is not interesting. Its value does not impact trajectory simulation. + nozzlePosition : int, float, optional + Motor's nozzle outlet position in meters. More specifically, the coordinate + of the nozzle outlet specified in a user defined reference frame which + follows the motor's axis of symmetry, being positive upwards from the + nozzle. The origin of such reference system maybe chosen by the user as + desired. + Default is 0, in which case the origin of the motor's reference system + is placed at the motor's nozzle outlet. throatRadius : int, float, optional Motor's nozzle throat radius in meters. Its value has very low impact in trajectory simulation, only useful to analyze @@ -192,6 +207,7 @@ def __init__( # Define motor attributes # Grain and nozzle parameters self.nozzleRadius = nozzleRadius + self.nozzlePosition = nozzlePosition self.throatRadius = throatRadius # Other quantities that will be computed @@ -626,10 +642,23 @@ class SolidMotor(Motor): Geometrical attributes: Motor.nozzleRadius : float Radius of motor nozzle outlet in meters. + Motor.nozzlePosition : float + Motor's nozzle outlet position in meters. More specifically, the coordinate + of the nozzle outlet specified in a user defined reference frame which + follows the motor's axis of symmetry, being positive upwards from the + nozzle. The origin of such reference system maybe chosen by the user as + desired. Motor.throatRadius : float Radius of motor nozzle throat in meters. Motor.grainNumber : int Number of solid grains. + Motor.grainsCenterOfMassPosition : float + Position of the center of mass of the grains in meters. More specifically, + the coordinate of the center of mass specified in a user defined reference + frame which follows the motor's axis of symmetry, being positive upwards + from the nozzle. The origin of such reference system maybe chosen by the + user as desired, but needs to be consistent with the Motor.nozzlePosition + attribute. Motor.grainSeparation : float Distance between two grains in meters. Motor.grainDensity : float @@ -648,6 +677,11 @@ class SolidMotor(Motor): Height of each grain in meters as a function of time. Mass and moment of inertia attributes: + Motor.centerOfMass : Function + Position of the center of mass in meters as a function of time. Constant for + solid motors, as the grains are assumed to be fixed. For information + regarding the reference frame, see Motor.nozzlePosition or + Motor.grainsCenterOfMassPosition. Motor.grainInitialMass : float Initial mass of each grain in kg. Motor.propellantInitialMass : float @@ -707,6 +741,7 @@ def __init__( self, thrustSource, burnOut, + grainsCenterOfMassPosition, grainNumber, grainDensity, grainOuterRadius, @@ -714,6 +749,7 @@ def __init__( grainInitialHeight, grainSeparation=0, nozzleRadius=0.0335, + nozzlePosition=0, throatRadius=0.0114, reshapeThrustCurve=False, interpolationMethod="linear", @@ -735,6 +771,13 @@ def __init__( Function. See help(Function). Thrust units are Newtons. burnOut : int, float Motor burn out time in seconds. + grainsCenterOfMassPosition : float + Position of grains center of mass in meters. More specifically, the + coordinate of the grains center of mass specified in a user defined + reference frame which follows the motor's axis of symmetry, being + positive upwards from the nozzle. The origin of such reference system + maybe chosen by the user as desired, but must be consistent with the + nozzlePosition argument. grainNumber : int Number of solid grains grainDensity : int, float @@ -751,6 +794,14 @@ def __init__( Motor's nozzle outlet radius in meters. Used to calculate Kn curve. Optional if the Kn curve is not interesting. Its value does not impact trajectory simulation. + nozzlePosition : int, float, optional + Motor's nozzle outlet position in meters. More specifically, the coordinate + of the nozzle outlet specified in a user defined reference frame which + follows the motor's axis of symmetry, being positive upwards from the + nozzle. The origin of such reference system maybe chosen by the user as + desired. + Default is 0, in which case the origin of the motor's reference system + is placed at the motor's nozzle outlet. throatRadius : int, float, optional Motor's nozzle throat radius in meters. Its value has very low impact in trajectory simulation, only useful to analyze @@ -776,12 +827,14 @@ def __init__( thrustSource, burnOut, nozzleRadius, + nozzlePosition, throatRadius, reshapeThrustCurve, interpolationMethod, ) # Define motor attributes # Grain parameters + self.grainsCenterOfMassPosition = grainsCenterOfMassPosition self.grainNumber = grainNumber self.grainSeparation = grainSeparation self.grainDensity = grainDensity @@ -865,14 +918,18 @@ def evaluateCenterOfMass(self): Returns ------- - zCM : Function - Position of the center of mass as a function - of time. + self.centerOfMass : Function + Position of the center of mass as a function of time. Constant for solid + motors, as the grains are assumed to be fixed. """ - self.zCM = 0 + self.centerOfMass = Function( + self.grainsCenterOfMassPosition, + 'Time (s)', + 'Center of Mass (m)' + ) - return self.zCM + return self.centerOfMass def evaluateGeometry(self): """Calculates grain inner radius and grain height as a @@ -1158,6 +1215,12 @@ class HybridMotor(Motor): Geometrical attributes: Motor.nozzleRadius : float Radius of motor nozzle outlet in meters. + nozzlePosition : float + Motor's nozzle outlet position in meters. More specifically, the coordinate + of the nozzle outlet specified in a user defined reference frame which + follows the motor's axis of symmetry, being positive upwards from the + nozzle. The origin of such reference system maybe chosen by the user as + desired. Motor.throatRadius : float Radius of motor nozzle throat in meters. Motor.grainNumber : int @@ -1254,6 +1317,7 @@ def __init__( injectorArea, grainSeparation=0, nozzleRadius=0.0335, + nozzlePosition=0, throatRadius=0.0114, reshapeThrustCurve=False, interpolationMethod="linear", @@ -1307,6 +1371,14 @@ def __init__( Motor's nozzle outlet radius in meters. Used to calculate Kn curve. Optional if the Kn curve is not interesting. Its value does not impact trajectory simulation. + nozzlePosition : int, float, optional + Motor's nozzle outlet position in meters. More specifically, the coordinate + of the nozzle outlet specified in a user defined reference frame which + follows the motor's axis of symmetry, being positive upwards from the + nozzle. The origin of such reference system maybe chosen by the user as + desired. + Default is 0, in which case the origin of the motor's reference system + is placed at the motor's nozzle outlet. throatRadius : int, float, optional Motor's nozzle throat radius in meters. Its value has very low impact in trajectory simulation, only useful to analyze @@ -1332,6 +1404,7 @@ def __init__( thrustSource, burnOut, nozzleRadius, + nozzlePosition, throatRadius, reshapeThrustCurve, interpolationMethod, From 0f927c85c95ef1f98795521540ebf0f23ad529ea Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Fri, 11 Nov 2022 00:36:04 -0300 Subject: [PATCH 02/55] ENH: replace NoseCone.distanceToCM with NoseCone.position, relative to rocket reference system --- rocketpy/AeroSurfaces.py | 40 ++++++++++++++++++++++++---------------- 1 file changed, 24 insertions(+), 16 deletions(-) diff --git a/rocketpy/AeroSurfaces.py b/rocketpy/AeroSurfaces.py index fcd3064a9..fc7874887 100644 --- a/rocketpy/AeroSurfaces.py +++ b/rocketpy/AeroSurfaces.py @@ -19,9 +19,13 @@ class NoseCone: Nose cone length. Has units of length and must be given in meters. NoseCone.kind : string Nose cone kind. Can be "conical", "ogive" or "lvhaack". - NoseCone.distanceToCM : float - Distance between nose cone tip and rocket center of mass. Has units of - length and must be given in meters. + NoseCone.position : float + Nose cone position relative to user defined rocket reference system. + By nose cone position, understand the point belonging to the nose cone which + is lowest in the rocket reference system (i.e. generally the center point + of the nose cone base). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. NoseCone.name : string Nose cone name. Has no impact in simulation, as it is only used to display data in a more organized matter. @@ -46,7 +50,7 @@ class NoseCone: Lift coefficient slope. Has units of 1/rad. """ - def __init__(self, length, kind, distanceToCM, rocketRadius, name="Nose Cone"): + def __init__(self, length, kind, position, rocketRadius, name="Nose Cone"): """Initializes the nose cone. It is used to define the nose cone length, kind, distance to center of mass and name. @@ -56,9 +60,13 @@ def __init__(self, length, kind, distanceToCM, rocketRadius, name="Nose Cone"): Nose cone length. Has units of length and must be given in meters. kind : string Nose cone kind. Can be "conical", "ogive" or "lvhaack". - distanceToCM : float - Distance between nose cone tip and rocket center of mass. Has units of - length and must be given in meters. + position : float + Nose cone position relative to user defined rocket reference system. + By nose cone position, understand the point belonging to the nose cone which + is lowest in the rocket reference system (i.e. generally the center point + of the nose cone base). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. rocketRadius : int, float The radius of the rocket's body at the nose cone position. name : str, optional @@ -71,7 +79,7 @@ def __init__(self, length, kind, distanceToCM, rocketRadius, name="Nose Cone"): """ self.length = length self.kind = kind - self.distanceToCM = distanceToCM + self.position = position self.name = name self.rocketRadius = rocketRadius @@ -85,7 +93,7 @@ def __init__(self, length, kind, distanceToCM, rocketRadius, name="Nose Cone"): else: self.k = 0.5 # Calculate cp position relative to cm - self.cpz = self.distanceToCM + np.sign(self.distanceToCM) * self.k * length + self.cpz = self.position + self.k * length self.cpy = 0 self.cpx = 0 self.cp = (self.cpx, self.cpy, self.cpz) @@ -115,9 +123,9 @@ def geometricInfo(self): """ print("Nose Cone Geometric Information of Nose: {}".format(self.name)) print("-------------------------------") - print("Length: ", self.length) - print("Kind: ", self.kind) - print(f"Distance to rocket's dry CM: {self.distanceToCM:.3f} m") + print(f"Length: {self.length:.3f} m") + print(f"Kind: {self.kind}") + print(f"Position: {self.position:.3f} m") return None @@ -132,11 +140,11 @@ def aerodynamicInfo(self): ------- None """ - print("Nose Cone Aerodynamic Information of Nose: {}".format(self.name)) + print(f"Nose Cone Aerodynamic Information of Nose: {self.name}") print("-------------------------------") - print("Center of Pressure position: ", self.cp, "m") - print("Lift Coefficient Slope: ", self.clalpha) - print("Lift Coefficient as a function of Alpha and Mach:") + print(f"Center of Pressure Position: {self.cp} m") + print(f"Lift Coefficient Slope: {self.clalpha:.3f} 1/rad") + print("Lift Coefficient as a Function of Alpha and Mach:") self.cl() return None From 63213c8e0fcec8702e1569ba344ddaf946898452 Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Fri, 11 Nov 2022 00:36:49 -0300 Subject: [PATCH 03/55] ENH: replace Fins.distanceToCM with Fins.position, relative to rocket reference system --- rocketpy/AeroSurfaces.py | 97 +++++++++++++++++++++++----------------- 1 file changed, 56 insertions(+), 41 deletions(-) diff --git a/rocketpy/AeroSurfaces.py b/rocketpy/AeroSurfaces.py index fc7874887..a1eaeb13b 100644 --- a/rocketpy/AeroSurfaces.py +++ b/rocketpy/AeroSurfaces.py @@ -179,10 +179,13 @@ class Fins(ABC): Fins.airfoil : tuple Tuple of two items. First is the airfoil lift curve. Second is the unit of the curve (radians or degrees) - Fins.distanceToCM : float - Fin set position relative to rocket unloaded center of - mass, considering positive direction from center of mass to - nose cone. + Fins.position : float + Fin set position relative to user defined rocket reference system. + By fin set position, understand the point belonging to the root chord which + is lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. Fins.cantAngle : float Fins cant angle with respect to the rocket centerline, in degrees Fins.changingAttributeDict : dict @@ -230,7 +233,7 @@ def __init__( n, rootChord, span, - distanceToCM, + position, rocketRadius, cantAngle=0, airfoil=None, @@ -246,11 +249,13 @@ def __init__( Fin root chord in meters. span : int, float Fin span in meters. - distanceToCM : int, float - Fin set position relative to rocket unloaded center of - mass, considering positive direction from center of mass to - nose cone. Consider the center point belonging to the top - of the fins to calculate distance. + position : int, float + Fin set position relative to user defined rocket reference system. + By fin set position, understand the point belonging to the root chord which + is lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. rocketRadius : int, float Reference radius to calculate lift coefficient. cantAngle : int, float, optional @@ -286,7 +291,7 @@ def __init__( self.n = n self.rocketRadius = rocketRadius self.airfoil = airfoil - self.distanceToCM = distanceToCM + self.position = position self.cantAngle = cantAngle self.rootChord = rootChord self.span = span @@ -613,9 +618,9 @@ def allInfo(self): print("Basic Information\n") - print("Number of Fins: {:.0f}".format(self.n)) + print("Number of fins: {:.0f}".format(self.n)) print("Rocket radius at self's position: {:.3f} m".format(self.rocketRadius)) - print("Fin Distance to CM: {:.3f} m".format(self.distanceToCM)) + print("Fin set position: {:.3f} m".format(self.position)) self.geometricalInfo() self.aerodynamicInfo() @@ -638,10 +643,13 @@ class TrapezoidalFins(Fins): Fins.airfoil : tuple Tuple of two items. First is the airfoil lift curve. Second is the unit of the curve (radians or degrees) - Fins.distanceToCM : float - Fin set position relative to rocket unloaded center of - mass, considering positive direction from center of mass to - nose cone. + Fins.position : int, float + Fin set position relative to user defined rocket reference system. + By fin set position, understand the point belonging to the root chord which + is lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. Fins.cantAngle : float Fins cant angle with respect to the rocket centerline, in degrees Fins.changingAttributeDict : dict @@ -690,7 +698,7 @@ def __init__( rootChord, tipChord, span, - distanceToCM, + position, rocketRadius, cantAngle=0, sweepLength=None, @@ -710,11 +718,13 @@ def __init__( Fin tip chord in meters. span : int, float Fin span in meters. - distanceToCM : int, float - Fin set position relative to rocket unloaded center of - mass, considering positive direction from center of mass to - nose cone. Consider the center point belonging to the top - of the fins to calculate distance. + position : int, float + Fin set position relative to user defined rocket reference system. + By fin set position, understand the point belonging to the root chord which + is lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. rocketRadius : int, float Reference radius to calculate lift coefficient. If None, which is default, use rocket radius. Otherwise, enter the radius @@ -762,7 +772,7 @@ def __init__( n, rootChord, span, - distanceToCM, + position, rocketRadius, cantAngle, airfoil, @@ -852,8 +862,8 @@ def evaluateCenterOfPressure(self): self.cp : tuple Tuple containing cpx, cpy, cpz. """ - # Center of pressure position relative to CDM (center of dry mass) - cpz = self.distanceToCM + np.sign(self.distanceToCM) * ( + # Center of pressure position relative to rocket's reference system + cpz = self.position + ( (self.sweepLength / 3) * ((self.rootChord + 2 * self.tipChord) / (self.rootChord + self.tipChord)) + (1 / 6) @@ -916,7 +926,7 @@ def draw(self): ) # Center of pressure - cp_point = [abs(self.distanceToCM - self.cpz), self.Yma] + cp_point = [abs(self.cpz - self.position), self.Yma] # Mean Aerodynamic Chord Yma_start = ( @@ -990,10 +1000,13 @@ class EllipticalFins(Fins): Fins.airfoil : tuple Tuple of two items. First is the airfoil lift curve. Second is the unit of the curve (radians or degrees) - Fins.distanceToCM : float - Fin set position relative to rocket unloaded center of - mass, considering positive direction from center of mass to - nose cone. + Fins.position : int, float + Fin set position relative to user defined rocket reference system. + By fin set position, understand the point belonging to the root chord which + is lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. Fins.cantAngle : float Fins cant angle with respect to the rocket centerline, in degrees Fins.changingAttributeDict : dict @@ -1039,7 +1052,7 @@ def __init__( n, rootChord, span, - distanceToCM, + position, rocketRadius, cantAngle=0, airfoil=None, @@ -1055,11 +1068,13 @@ def __init__( Fin root chord in meters. span : int, float Fin span in meters. - distanceToCM : int, float - Fin set position relative to rocket unloaded center of - mass, considering positive direction from center of mass to - nose cone. Consider the center point belonging to the top - of the fins to calculate distance. + position : int, float + Fin set position relative to user defined rocket reference system. + By fin set position, understand the point belonging to the root chord which + is lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. rocketRadius : int, float Reference radius to calculate lift coefficient. If None, which is default, use rocket radius. Otherwise, enter the radius @@ -1107,7 +1122,7 @@ def __init__( n, rootChord, span, - distanceToCM, + position, rocketRadius, cantAngle, airfoil, @@ -1205,8 +1220,8 @@ def evaluateCenterOfPressure(self): self.cp : tuple Tuple containing cpx, cpy, cpz. """ - # Center of pressure position relative to CDM (center of dry mass) - cpz = self.distanceToCM + np.sign(self.distanceToCM) * (0.288 * self.rootChord) + # Center of pressure position relative to the rocket's center of dry mass + cpz = self.position + (0.288 * self.rootChord) self.cpx = 0 self.cpy = 0 self.cpz = cpz @@ -1258,7 +1273,7 @@ def draw(self): ) # Center of pressure - cp_point = [abs(self.distanceToCM - self.cpz), self.Yma] + cp_point = [abs(self.cpz - self.position), self.Yma] # Plotting fig3 = plt.figure(figsize=(4, 4)) From 9e4ab402291253bbb3e6716c771c0889de98e954 Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Fri, 11 Nov 2022 00:37:12 -0300 Subject: [PATCH 04/55] ENH: replace Tail.distanceToCM with Tail.position, relative to rocket reference system --- rocketpy/AeroSurfaces.py | 35 +++++++++++++++++++++-------------- 1 file changed, 21 insertions(+), 14 deletions(-) diff --git a/rocketpy/AeroSurfaces.py b/rocketpy/AeroSurfaces.py index a1eaeb13b..19515a096 100644 --- a/rocketpy/AeroSurfaces.py +++ b/rocketpy/AeroSurfaces.py @@ -1315,8 +1315,13 @@ class Tail: Length of the tail. The length is defined as the distance between the top and bottom of the tail. The length is measured along the rocket's longitudinal axis. Has the unit of meters. - Tail.distanceToCM : int, float - Distance from the center of dry mass to the center of the tail. + Tail.position : int, float + Tail position relative to user defined rocket reference system. + By tail position, understand the point belonging to the tail which is + lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. Tail.rocketRadius: int, float The radius of the rocket's body at the tail's position. Tail.name : str @@ -1347,7 +1352,7 @@ class Tail: """ def __init__( - self, topRadius, bottomRadius, length, distanceToCM, rocketRadius, name="Tail" + self, topRadius, bottomRadius, length, position, rocketRadius, name="Tail" ): """Initializes the tail object by computing and storing the most important values. @@ -1361,8 +1366,13 @@ def __init__( Radius of the bottom of the tail. length : int, float Length of the tail. - distanceToCM : int, float - Distance from the center of dry mass to the center of the tail. + position : int, float + Tail position relative to user defined rocket reference system. + By tail position, understand the point belonging to the tail which is + lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. rocketRadius : int, float The radius of the rocket's body at the tail's position. name : str @@ -1377,7 +1387,7 @@ def __init__( self.topRadius = topRadius self.bottomRadius = bottomRadius self.length = length - self.distanceToCM = distanceToCM + self.position = position self.name = name self.rocketRadius = rocketRadius @@ -1393,11 +1403,8 @@ def __init__( np.pi * self.slantLength * (self.topRadius + self.bottomRadius) ) - # Calculate cp position relative to center of dry mass - if distanceToCM < 0: - cpz = distanceToCM - (length / 3) * (1 + (1 - r) / (1 - r**2)) - else: - cpz = distanceToCM + (length / 3) * (1 + (1 - r) / (1 - r**2)) + # Calculate cp position in the rocket reference system + cpz = position + (length / 3) * (1 + (1 - r) / (1 - r**2)) # Calculate clalpha clalpha = -2 * (1 - r ** (-2)) * (topRadius / rocketRadius) ** 2 @@ -1429,7 +1436,7 @@ def geometricInfo(self): print(f"Tail Top Radius: {self.topRadius:.3f} m") print(f"Tail Bottom Radius: {self.bottomRadius:.3f} m") print(f"Tail Length: {self.length:.3f} m") - print(f"Tail Distance to Center of Dry Mass: {self.distanceToCM:.3f} m") + print(f"Tail Position: {self.position:.3f} m") print(f"Rocket body radius at tail position: {2*self.rocketRadius:.3f} m") print(f"Tail Slant Length: {self.slantLength:.3f} m") print(f"Tail Surface Area: {self.surfaceArea:.6f} m^2") @@ -1439,8 +1446,8 @@ def geometricInfo(self): def aerodynamicInfo(self): print(f"\nTail name: {self.name}") - print(f"Tail Center of Pressure: {self.cp}") - print(f"Tail Lift Coefficient Slope: {self.clalpha}") + print(f"Tail Center of Pressure Position: {self.cp:.3f} m") + print(f"Tail Lift Coefficient Slope: {self.clalpha:.3f} 1/rad") print("Tail Lift Coefficient as a function of Alpha and Mach:") self.cl() From b9d432fa834d4418de2c550f83f7fed5c545b649 Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Fri, 11 Nov 2022 00:44:31 -0300 Subject: [PATCH 05/55] ENH: change from distance to position relative to rocket reference frame --- rocketpy/Rocket.py | 295 ++++++++++++++++++++++++++------------------- 1 file changed, 174 insertions(+), 121 deletions(-) diff --git a/rocketpy/Rocket.py b/rocketpy/Rocket.py index 095609bf3..97d8d7b4f 100644 --- a/rocketpy/Rocket.py +++ b/rocketpy/Rocket.py @@ -28,13 +28,12 @@ class Rocket: Rocket.area : float Rocket's circular cross section largest frontal area in squared meters. - Rocket.distanceRocketNozzle : float - Distance between rocket's center of mass, without propellant, - to the exit face of the nozzle, in meters. Always positive. - Rocket.distanceRocketPropellant : float - Distance between rocket's center of mass, without propellant, - to the motor reference point, which for solid and hybrid motors - is the center of mass of solid propellant, in meters. Always positive. + Rocket.centerOfDryMassPosition : float + Rocket's center of dry mass position relative to the user desired + reference system. The only requirement is that the chosen reference + system has a positive axis pointing from the rocket's tail to it's + nose cone. The system's origin may be placed anywhere along such + axis and should be kept the same for all other positions specified later. Mass and Inertia attributes: Rocket.mass : float @@ -47,9 +46,11 @@ class Rocket: Rocket's moment of inertia, without propellant, with respect to the rocket's axis of cylindrical symmetry, in kg*m^2. Rocket.centerOfMass : Function - Distance of the rocket's center of mass, including propellant, - to rocket's center of mass without propellant, in meters. - Expressed as a function of time. + Position of the rocket's center of mass, including propellant, relative + to the user defined rocket reference system. + See `Rocket.centerOfDryMassPosition` for more information regarding the + coordinate system. + Expressed in meters as a function of time. Rocket.reducedMass : Function Function of time expressing the reduced mass of the rocket, defined as the product of the propellant mass and the mass @@ -80,6 +81,11 @@ class Rocket: Aerodynamic attributes Rocket.aerodynamicSurfaces : list List of aerodynamic surfaces of the rocket. + Rocket.cpPosition : float + Rocket's center of pressure position relative to the user defined rocket + reference system. See `Rocket.centerOfDryMassPosition` for more information + regarding the reference system. + Expressed in meters. Rocket.staticMargin : float Float value corresponding to rocket static margin when loaded with propellant in units of rocket diameter or @@ -94,27 +100,36 @@ class Rocket: Motor attributes: Rocket.motor : Motor Rocket's motor. See Motor class for more details. + Rocket.motorPosition : float + Position of the motor's reference origin relative to the user defined rocket + reference system. See Rocket.centerOfDryMassPosition for more information + regarding the rocket reference system. + Rocket.centerOfPropellantPosition : Function + Position of the propellant's center of mass relative to the user defined + rocket reference system. See Rocket.centerOfDryMassPosition for more + information regarding the rocket reference system. + Expressed in meters as a function of time. """ def __init__( self, - motor, + radius, mass, inertiaI, inertiaZ, - radius, - distanceRocketNozzle, - distanceRocketPropellant, + motor, + motorPosition, powerOffDrag, powerOnDrag, + centerOfDryMassPosition=0, ): """Initializes Rocket class, process inertial, geometrical and aerodynamic parameters. Parameters ---------- - motor : Motor - Motor used in the rocket. See Motor class for more information. + radius : int, float + Rocket largest outer radius in meters. mass : int, float Unloaded rocket total mass (without propellant) in kg. inertiaI : int, float @@ -122,20 +137,13 @@ def __init__( moment of inertia (without propellant) in kg m^2. inertiaZ : int, float Unloaded rocket axial moment of inertia (without propellant) + motor : Motor + Motor used in the rocket. See Motor class for more information. in kg m^2. - radius : int, float - Rocket largest outer radius in meters. - distanceRocketNozzle : int, float - Distance from rocket's unloaded center of mass to nozzle outlet, - in meters. Generally negative, meaning a negative position in the - z axis which has an origin in the rocket's center of mass (without - propellant) and points towards the nose cone. - distanceRocketPropellant : int, float - Distance from rocket's unloaded center of mass to the motor reference - point, which for solid and hybrid motor the is the center of mass of - solid propellant, in meters. Generally negative, meaning a negative - position in the z axis which has an origin in the rocket's center of - mass (with out propellant) and points towards the nose cone. + motorPosition : int, float + Position of the motor's reference origin relative to the user defined rocket + reference system. See Rocket.centerOfDryMassPosition for more information + regarding the rocket reference system. powerOffDrag : int, float, callable, string, array Rocket's drag coefficient when the motor is off. Can be given as an entry to the Function class. See help(Function) for more @@ -148,6 +156,15 @@ def __init__( information. If int or float is given, it is assumed constant. If callable, string or array is given, it must be a function of Mach number only. + centerOfDryMassPosition : int, float, optional + Position of the rocket's center of dry mass (i.e. center of mass without + propellant) relative to the user desired reference system. The only + requirement is that the chosen reference system has a positive axis pointing + from the rocket's tail to it's nose cone. The system's origin may be placed + anywhere along such axis, such as in the nozzle or in the nose cone, and + should be kept the same for all other positions specified later. + Value expressed in meters. Default is 0, which means the center of dry mass + is chosen as the origin, the legacy behavior of version 0.X.Y. Returns ------- @@ -157,17 +174,11 @@ def __init__( self.mass = mass self.inertiaI = inertiaI self.inertiaZ = inertiaZ - self.centerOfMass = ( - (distanceRocketPropellant - motor.zCM) * motor.mass / (mass + motor.mass) - ) # Define rocket geometrical parameters in SI units self.radius = radius self.area = np.pi * self.radius**2 - - # Center of mass distance to points of interest - self.distanceRocketNozzle = distanceRocketNozzle - self.distanceRocketPropellant = distanceRocketPropellant + self.centerOfDryMassPosition = centerOfDryMassPosition # Eccentricity data initialization self.cpEccentricityX = 0 @@ -203,26 +214,83 @@ def __init__( "linear", "constant", ) + self.cpPosition = 0 # Set bys elf.evaluateStaticMargin() # Define motor to be used self.motor = motor + self.motorPosition = motorPosition + self.centerOfPropellantPosition = self.motor.centerOfMass + self.motorPosition # Important dynamic inertial quantities + self.centerOfMass = None self.reducedMass = None self.totalMass = None # Calculate dynamic inertial quantities - self.evaluateReducedMass() self.evaluateTotalMass() - self.thrustToWeight = self.motor.thrust / (9.80665 * self.totalMass) - self.thrustToWeight.setInputs("Time (s)") - self.thrustToWeight.setOutputs("Thrust/Weight") + self.evaluateCenterOfMass() + self.evaluateReducedMass() + self.evaluateThrustToWeight() # Evaluate static margin (even though no aerodynamic surfaces are present yet) self.evaluateStaticMargin() return None + def evaluateTotalMass(self): + """Calculates and returns the rocket's total mass. The total + mass is defined as the sum of the propellant mass and the + rocket mass without propellant. The function returns an object + of the Function class and is defined as a function of time. + + Parameters + ---------- + None + + Returns + ------- + self.totalMass : Function + Function of time expressing the total mass of the rocket, + defined as the sum of the propellant mass and the rocket + mass without propellant. + """ + # Make sure there is a motor associated with the rocket + if self.motor is None: + print("Please associate this rocket with a motor!") + return False + + # Calculate total mass by summing up propellant and dry mass + self.totalMass = self.mass + self.motor.mass + self.totalMass.setOutputs("Total Mass (Rocket + Propellant) (kg)") + + # Return total mass + return self.totalMass + + def evaluateCenterOfMass(self): + """Evaluates rocket center of mass position relative to user defined rocket + reference system. + + Parameters + ---------- + None + + Returns + ------- + self.centerOfMass : Function + Function of time expressing the rocket's center of mass position relative to + user defined rocket reference system. See `Rocket.centerOfMass` for more + information. + """ + # Compute center of mass position + self.centerOfMass = ( + self.centerOfDryMassPosition * self.mass + + self.centerOfPropellantPosition * self.motor.mass + ) / self.totalMass() + self.centerOfMass.setInputs("Time (s)") + self.centerOfMass.setOutputs("Center of Mass Position (m)") + + return self.centerOfMass + def evaluateReducedMass(self): """Calculates and returns the rocket's total reduced mass. The reduced mass is defined as the product of the propellant mass @@ -261,34 +329,18 @@ def evaluateReducedMass(self): # Return reduced mass return self.reducedMass - def evaluateTotalMass(self): - """Calculates and returns the rocket's total mass. The total - mass is defined as the sum of the propellant mass and the - rocket mass without propellant. The function returns an object - of the Function class and is defined as a function of time. + def evaluateThrustToWeight(self): + """Evaluates thrust to weight as a Function of time. - Parameters - ---------- - None + Uses g = 9.80665 m/s² as nominal gravity for weight calculation. Returns ------- - self.totalMass : Function - Function of time expressing the total mass of the rocket, - defined as the sum of the propellant mass and the rocket - mass without propellant. + None """ - # Make sure there is a motor associated with the rocket - if self.motor is None: - print("Please associate this rocket with a motor!") - return False - - # Calculate total mass by summing up propellant and dry mass - self.totalMass = self.mass + self.motor.mass - self.totalMass.setOutputs("Total Mass (Rocket + Propellant) (kg)") - - # Return total mass - return self.totalMass + self.thrustToWeight = self.motor.thrust / (9.80665 * self.totalMass) + self.thrustToWeight.setInputs("Time (s)") + self.thrustToWeight.setOutputs("Thrust/Weight") def evaluateStaticMargin(self): """Calculates and returns the rocket's static margin when @@ -307,9 +359,8 @@ def evaluateStaticMargin(self): loaded with propellant in units of rocket diameter or calibers. """ - # Initialize total lift coefficient derivative and center of pressure + # Initialize total lift coefficient derivative self.totalLiftCoeffDer = 0 - self.cpPosition = 0 # Calculate total lift coefficient derivative and center of pressure if len(self.aerodynamicSurfaces) > 0: @@ -337,7 +388,7 @@ def evaluateStaticMargin(self): return self def addTail( - self, topRadius, bottomRadius, length, distanceToCM, radius=None, name="Tail" + self, topRadius, bottomRadius, length, position, radius=None, name="Tail" ): """Create a new tail or rocket diameter change, storing its parameters as part of the aerodynamicSurfaces list. Its @@ -354,12 +405,13 @@ def addTail( from center of mass to nose cone. length : int, float Tail length or height in meters. Must be a positive value. - distanceToCM : int, float - Tail position relative to rocket unloaded center of mass, - considering positive direction from center of mass to nose - cone. Consider the point belonging to the tail which is - closest to the unloaded center of mass to calculate - distance. + position : int, float + Tail position relative to user defined rocket reference system. + By tail position, understand the point belonging to the tail which is + lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. Returns ------- cl : Function @@ -377,7 +429,7 @@ def addTail( radius = self.radius if radius is None else radius # Create new tail as an object of the Tail class - tail = Tail(topRadius, bottomRadius, length, distanceToCM, radius, name) + tail = Tail(topRadius, bottomRadius, length, position, radius, name) # Add tail to aerodynamic surfaces list self.aerodynamicSurfaces.append(tail) @@ -388,7 +440,7 @@ def addTail( # Return self return self.aerodynamicSurfaces[-1] - def addNose(self, length, kind, distanceToCM, name="Nose Cone"): + def addNose(self, length, kind, position, name="Nose Cone"): """Creates a nose cone, storing its parameters as part of the aerodynamicSurfaces list. Its parameters are the axial position along the rocket and its derivative of the coefficient of lift @@ -403,11 +455,13 @@ def addNose(self, length, kind, distanceToCM, name="Nose Cone"): kind : string Nose cone type. Von Karman, conical, ogive, and lvhaack are supported. - distanceToCM : int, float - Nose cone position relative to rocket unloaded center of - mass, considering positive direction from center of mass to - nose cone. Consider the center point belonging to the nose - cone base to calculate distance. + position : int, float + Nose cone position relative to user defined rocket reference system. + By nose cone position, understand the point belonging to the nose cone which + is lowest in the rocket reference system (i.e. generally the center point + of the nose cone base). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. name : string Nose cone name. Default is "Nose Cone". @@ -424,7 +478,8 @@ def addNose(self, length, kind, distanceToCM, name="Nose Cone"): Object of the Rocket class. """ # Create a nose as an object of NoseCone class - nose = NoseCone(length, kind, distanceToCM, self.radius, name) + nose = NoseCone(length, kind, position, self.radius, name) + # Add nose to the list of aerodynamic surfaces self.aerodynamicSurfaces.append(nose) @@ -452,7 +507,7 @@ def addTrapezoidalFins( rootChord, tipChord, span, - distanceToCM, + position, cantAngle=0, sweepLength=None, sweepAngle=None, @@ -474,11 +529,13 @@ def addTrapezoidalFins( Fin root chord in meters. tipChord : int, float Fin tip chord in meters. - distanceToCM : int, float - Fin set position relative to rocket unloaded center of - mass, considering positive direction from center of mass to - nose cone. Consider the center point belonging to the top - of the fins to calculate distance. + position : int, float + Fin set position relative to user defined rocket reference system. + By fin set position, understand the point belonging to the root chord which + is lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. cantAngle : int, float, optional Fins cant angle with respect to the rocket centerline. Must be given in degrees. @@ -529,6 +586,7 @@ def addTrapezoidalFins( radius = radius if radius is not None else self.radius # Create a fin set as an object of TrapezoidalFins class + distanceToCM = position - self.centerOfDryMassPosition finSet = TrapezoidalFins( n, rootChord, @@ -557,7 +615,7 @@ def addEllipticalFins( n, rootChord, span, - distanceToCM, + position, cantAngle=0, radius=None, airfoil=None, @@ -578,11 +636,13 @@ def addEllipticalFins( Fin root chord in meters. n : int Number of fins, from 2 to infinity. - distanceToCM : int, float - Fin set position relative to rocket unloaded center of - mass, considering positive direction from center of mass to - nose cone. Consider the center point belonging to the top - of the fins to calculate distance. + position : int, float + Fin set position relative to user defined rocket reference system. + By fin set position, understand the point belonging to the root chord which + is lowest in the rocket reference system (i.e. generally the point furthest + from the nose cone). + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. cantAngle : int, float, optional Fins cant angle with respect to the rocket centerline. Must be given in degrees. @@ -620,6 +680,7 @@ def addEllipticalFins( radius = radius if radius is not None else self.radius # Create a fin set as an object of EllipticalFins class + distanceToCM = position - self.centerOfDryMassPosition finSet = EllipticalFins( n, rootChord, span, distanceToCM, radius, cantAngle, airfoil, name ) @@ -692,7 +753,7 @@ def addParachute( # Return self return self.parachutes[-1] - def setRailButtons(self, distanceToCM, angularPosition=45): + def setRailButtons(self, position, angularPosition=45): """Adds rail buttons to the rocket, allowing for the calculation of forces exerted by them when the rocket is sliding in the launch rail. Furthermore, rail buttons are @@ -702,14 +763,13 @@ def setRailButtons(self, distanceToCM, angularPosition=45): Parameters ---------- - distanceToCM : tuple, list, array + position : tuple, list, array Two values organized in a tuple, list or array which - represent the distance of each of the two rail buttons - to the center of mass of the rocket without propellant. - If the rail button is positioned above the center of mass, - its distance should be a positive value. If it is below, - its distance should be a negative value. The order does - not matter. All values should be in meters. + represent the position of each of the two rail buttons + in the user defined rocket reference system + The order does not matter. All values should be in meters. + See `Rocket.centerOfDryMass` for more information regarding the rocket + reference system. angularPosition : float Angular position of the rail buttons in degrees measured as the rotation around the symmetry axis of the rocket @@ -721,11 +781,11 @@ def setRailButtons(self, distanceToCM, angularPosition=45): ------- None """ - # Order distance to CM - if distanceToCM[0] < distanceToCM[1]: - distanceToCM.reverse() + # Place top most rail button as the first element of the list + if position[0] < position[1]: + position.reverse() # Save important attributes - self.railButtons = self.railButtonPair(distanceToCM, angularPosition) + self.railButtons = self.railButtonPair(position, angularPosition) return None @@ -880,19 +940,20 @@ def allInfo(self): print("Rocket Frontal Area: " + "{:.6f}".format(self.area) + " m2") print("\nRocket Distances") print( - "Rocket Center of Mass - Nozzle Exit Distance: " - + str(self.distanceRocketNozzle) - + " m" + "Rocket Center of Dry Mass - Nozzle Exit Distance: " + + f"{:.3f}".format( + self.motor.nozzlePosition + + self.motorPosition - + self.centerOfDryMassPosition + ) ) print( - "Rocket Center of Mass - Motor reference point: " - + str(self.distanceRocketPropellant) - + " m" + "Rocket Center of Dry Mass - Motor reference point: " + + f"{:.3f} m".format(self.motorPosition - self.centerOfDryMassPosition) ) print( "Rocket Center of Mass - Rocket Loaded Center of Mass: " - + "{:.3f}".format(self.centerOfMass(0)) - + " m" + + "{:.3f} m".format(self.centerOfMass(0) - self.centerOfDryMassPosition) ) print("\nAerodynamic Components Parameters") print("Currently not implemented.") @@ -953,14 +1014,6 @@ def allInfo(self): self.powerOffDrag() self.thrustToWeight.plot(lower=0, upper=self.motor.burnOutTime) - # ax = plt.subplot(415) - # ax.plot( , self.rocket.motor.thrust()/(self.env.g() * self.rocket.totalMass())) - # ax.set_xlim(0, self.rocket.motor.burnOutTime) - # ax.set_xlabel("Time (s)") - # ax.set_ylabel("Thrust/Weight") - # ax.set_title("Thrust-Weight Ratio") - - # Return None return None def addFin( @@ -1002,4 +1055,4 @@ def addFin( return None # Variables - railButtonPair = namedtuple("railButtonPair", "distanceToCM angularPosition") + railButtonPair = namedtuple("railButtonPair", "position angularPosition") From a8e928818ed6817a110ac6e4b5dc7859e78191d4 Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Fri, 11 Nov 2022 00:45:02 -0300 Subject: [PATCH 06/55] ENH: support for distance to position changes in the Flight class --- rocketpy/Flight.py | 28 +++++++++++++++++----------- 1 file changed, 17 insertions(+), 11 deletions(-) diff --git a/rocketpy/Flight.py b/rocketpy/Flight.py index 8be8a2342..b0be69f2e 100644 --- a/rocketpy/Flight.py +++ b/rocketpy/Flight.py @@ -605,11 +605,10 @@ def __init__( self.terminateOnApogee = terminateOnApogee # Modifying Rail Length for a better out of rail condition - upperRButton = max(self.rocket.railButtons[0]) - lowerRButton = min(self.rocket.railButtons[0]) - nozzle = self.rocket.distanceRocketNozzle - self.effective1RL = self.env.rL - abs(nozzle - upperRButton) - self.effective2RL = self.env.rL - abs(nozzle - lowerRButton) + upperButtonPosition, lowerButtonPosition = self.rocket.railButtons.position + nozzlePosition = self.rocket.motor.nozzlePosition + self.rocket.motorPosition + self.effective1RL = self.env.rL - abs(nozzle - upperButtonPosition) + self.effective2RL = self.env.rL - abs(nozzle - lowerButtonPosition) # Flight initialization self.__init_post_process_variables() @@ -1340,8 +1339,14 @@ def uDot(self, t, u, postProcessing=False): M = Mt + Mr mu = (Mt * Mr) / (Mt + Mr) # Geometry - b = -self.rocket.distanceRocketPropellant - c = -self.rocket.distanceRocketNozzle + # b = -self.rocket.distanceRocketPropellant + b = -(self.rocket.motorPosition - self.rocket.centerOfDryMassPosition) + # c = -self.rocket.distanceRocketNozzle + c = -( + self.rocket.motor.nozzlePosition + + self.rocket.motorPosition + - self.rocket.centerOfDryMassPosition + ) a = b * Mt / M rN = self.rocket.motor.nozzleRadius # Prepare transformation matrix @@ -1385,7 +1390,7 @@ def uDot(self, t, u, postProcessing=False): vzB = a13 * vx + a23 * vy + a33 * vz # Calculate lift and moment for each component of the rocket for aerodynamicSurface in self.rocket.aerodynamicSurfaces: - compCp = aerodynamicSurface.cp[2] + compCp = aerodynamicSurface.cp[2] - self.rocket.centerOfDryMassPosition surfaceRadius = aerodynamicSurface.rocketRadius referenceArea = np.pi * surfaceRadius**2 # Component absolute velocity in body frame @@ -2526,7 +2531,8 @@ def aerodynamicSpinMoment(self): # Kinetic Energy @cached_property def rotationalEnergy(self): - b = -self.rocket.distanceRocketPropellant + # b = -self.rocket.distanceRocketPropellant + b = -(self.rocket.motorPosition - self.rocket.centerOfDryMassPosition) mu = self.rocket.reducedMass Rz = self.rocket.inertiaZ Ri = self.rocket.inertiaI @@ -3204,9 +3210,9 @@ def calculate_rail_button_forces(self): return 0, 0, 0, 0 # Distance from Rail Button 1 (upper) to CM - D1 = self.rocket.railButtons.distanceToCM[0] + D1 = self.rocket.railButtons.position[0] - self.rocket.centerOfDryMassPosition # Distance from Rail Button 2 (lower) to CM - D2 = self.rocket.railButtons.distanceToCM[1] + D2 = self.rocket.railButtons.position[1] - self.rocket.centerOfDryMassPosition F11 = (self.R1 * D2 - self.M2) / (D1 + D2) F11.setOutputs("Upper button force direction 1 (m)") F12 = (self.R2 * D2 + self.M1) / (D1 + D2) From 26d7964bc6e038152fd378945785c75af96002af Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Fri, 11 Nov 2022 00:49:27 -0300 Subject: [PATCH 07/55] STY: apply black style --- rocketpy/Motor.py | 8 +++----- rocketpy/Rocket.py | 14 +++++++------- 2 files changed, 10 insertions(+), 12 deletions(-) diff --git a/rocketpy/Motor.py b/rocketpy/Motor.py index 680d3bf10..33854d9e0 100644 --- a/rocketpy/Motor.py +++ b/rocketpy/Motor.py @@ -777,7 +777,7 @@ def __init__( reference frame which follows the motor's axis of symmetry, being positive upwards from the nozzle. The origin of such reference system maybe chosen by the user as desired, but must be consistent with the - nozzlePosition argument. + nozzlePosition argument. grainNumber : int Number of solid grains grainDensity : int, float @@ -924,10 +924,8 @@ def evaluateCenterOfMass(self): """ self.centerOfMass = Function( - self.grainsCenterOfMassPosition, - 'Time (s)', - 'Center of Mass (m)' - ) + self.grainsCenterOfMassPosition, "Time (s)", "Center of Mass (m)" + ) return self.centerOfMass diff --git a/rocketpy/Rocket.py b/rocketpy/Rocket.py index 97d8d7b4f..d48a3df81 100644 --- a/rocketpy/Rocket.py +++ b/rocketpy/Rocket.py @@ -49,7 +49,7 @@ class Rocket: Position of the rocket's center of mass, including propellant, relative to the user defined rocket reference system. See `Rocket.centerOfDryMassPosition` for more information regarding the - coordinate system. + coordinate system. Expressed in meters as a function of time. Rocket.reducedMass : Function Function of time expressing the reduced mass of the rocket, @@ -214,7 +214,7 @@ def __init__( "linear", "constant", ) - self.cpPosition = 0 # Set bys elf.evaluateStaticMargin() + self.cpPosition = 0 # Set bys elf.evaluateStaticMargin() # Define motor to be used self.motor = motor @@ -941,15 +941,15 @@ def allInfo(self): print("\nRocket Distances") print( "Rocket Center of Dry Mass - Nozzle Exit Distance: " - + f"{:.3f}".format( - self.motor.nozzlePosition + - self.motorPosition - - self.centerOfDryMassPosition + + "{:.3f} m".format( + self.motor.nozzlePosition + + self.motorPosition + - self.centerOfDryMassPosition ) ) print( "Rocket Center of Dry Mass - Motor reference point: " - + f"{:.3f} m".format(self.motorPosition - self.centerOfDryMassPosition) + + "{:.3f} m".format(self.motorPosition - self.centerOfDryMassPosition) ) print( "Rocket Center of Mass - Rocket Loaded Center of Mass: " From e5a91c76ca44713b8ffcf742c1b7a3cd23e6a271 Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Wed, 16 Nov 2022 02:22:05 -0300 Subject: [PATCH 08/55] ENH: Create EmptyMotor class --- rocketpy/Motor.py | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/rocketpy/Motor.py b/rocketpy/Motor.py index 33854d9e0..0dc4cfd03 100644 --- a/rocketpy/Motor.py +++ b/rocketpy/Motor.py @@ -1724,3 +1724,24 @@ def evaluateInertia(self): def allInfo(self): pass + + +class EmptyMotor: + """Class that represents an empty motor with no mass and no thrust.""" + + # TODO: This is a temporary solution. It should be replaced by a class that + # inherits from the abstract Motor class. Currently cannot be done easily. + def __init__(self): + """Initializes an empty motor with no mass and no thrust.""" + self._csys = 1 + self.nozzleRadius = 0 + self.thrust = Function(0, "Time (s)", "Thrust (N)") + self.mass = Function(0, "Time (s)", "Mass (kg)") + self.massDot = Function(0, "Time (s)", "Mass Depletion Rate (kg/s)") + self.burnOutTime = 1 + self.nozzlePosition = 0 + self.centerOfMass = Function(0, "Time (s)", "Mass (kg)") + self.inertiaZ = Function(0, "Time (s)", "Moment of Inertia Z (kg m²)") + self.inertiaI = Function(0, "Time (s)", "Moment of Inertia I (kg m²)") + self.inertiaZDot = Function(0, "Time (s)", "Propellant Inertia Z Dot (kgm²/s)") + self.inertiaIDot = Function(0, "Time (s)", "Propellant Inertia I Dot (kgm²/s)") From 2a99467ea2475ec1e10fea5f312c9e253836814d Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Wed, 16 Nov 2022 02:22:26 -0300 Subject: [PATCH 09/55] MAINT: Better define motor's coordinate systems --- rocketpy/Motor.py | 120 +++++++++++++++++++++++++++++----------------- 1 file changed, 76 insertions(+), 44 deletions(-) diff --git a/rocketpy/Motor.py b/rocketpy/Motor.py index 0dc4cfd03..2e3ab2e22 100644 --- a/rocketpy/Motor.py +++ b/rocketpy/Motor.py @@ -21,14 +21,18 @@ class Motor(ABC): ---------- Geometrical attributes: + Motor.coordinateSystemOrientation : str + Orientation of the motor's coordinate system. The coordinate system + is defined by the motor's axis of symmetry. The origin of the + coordinate system may be placed anywhere along such axis, such as at the + nozzle area, and must be kept the same for all other positions specified. + Options are "nozzleToCombustionChamber" and "combustionChamberToNozzle". Motor.nozzleRadius : float Radius of motor nozzle outlet in meters. Motor.nozzlePosition : float Motor's nozzle outlet position in meters. More specifically, the coordinate - of the nozzle outlet specified in a user defined reference frame which - follows the motor's axis of symmetry, being positive upwards from the - nozzle. The origin of such reference system maybe chosen by the user as - desired. + of the nozzle outlet specified in the motor's coordinate system. + See `Motor.coordinateSystemOrientation` for more information. Motor.throatRadius : float Radius of motor nozzle throat in meters. Motor.grainNumber : int @@ -70,7 +74,7 @@ class Motor(ABC): Motor.inertiaZ : Function Propellant moment of inertia in kg*meter^2 with respect to axis of cylindrical symmetry of each grain, given as a function of time. - Motor.inertiaDot : Function + Motor.inertiaZDot : Function Time derivative of inertiaZ given in kg*meter^2/s as a function of time. @@ -111,10 +115,11 @@ def __init__( thrustSource, burnOut, nozzleRadius=0.0335, - throatRadius=0.0114, nozzlePosition=0, + throatRadius=0.0114, reshapeThrustCurve=False, interpolationMethod="linear", + coordinateSystemOrientation="nozzleToCombustionChamber", ): """Initialize Motor class, process thrust curve and geometrical parameters and store results. @@ -139,11 +144,9 @@ def __init__( trajectory simulation. nozzlePosition : int, float, optional Motor's nozzle outlet position in meters. More specifically, the coordinate - of the nozzle outlet specified in a user defined reference frame which - follows the motor's axis of symmetry, being positive upwards from the - nozzle. The origin of such reference system maybe chosen by the user as - desired. - Default is 0, in which case the origin of the motor's reference system + of the nozzle outlet specified in the motor's coordinate system. + See `Motor.coordinateSystemOrientation` for more information. + Default is 0, in which case the origin of the motor's coordinate system is placed at the motor's nozzle outlet. throatRadius : int, float, optional Motor's nozzle throat radius in meters. Its value has very low @@ -161,11 +164,25 @@ def __init__( Method of interpolation to be used in case thrust curve is given by data set in .csv or .eng, or as an array. Options are 'spline' 'akima' and 'linear'. Default is "linear". + coordinateSystemOrientation : string, optional + Orientation of the motor's coordinate system. The coordinate system + is defined by the motor's axis of symmetry. The origin of the + coordinate system may be placed anywhere along such axis, such as at the + nozzle area, and must be kept the same for all other positions specified. + Options are "nozzleToCombustionChamber" and "combustionChamberToNozzle". + Default is "nozzleToCombustionChamber". Returns ------- None """ + # Define coordinate system orientation + self.coordinateSystemOrientation = coordinateSystemOrientation + if coordinateSystemOrientation == "nozzleToCombustionChamber": + self._csys = 1 + elif coordinateSystemOrientation == "combustionChamberToNozzle": + self._csys = -1 + # Thrust parameters self.interpolate = interpolationMethod self.burnOutTime = burnOut @@ -640,25 +657,26 @@ class SolidMotor(Motor): ---------- Geometrical attributes: + Motor.coordinateSystemOrientation : str + Orientation of the motor's coordinate system. The coordinate system + is defined by the motor's axis of symmetry. The origin of the + coordinate system may be placed anywhere along such axis, such as at the + nozzle area, and must be kept the same for all other positions specified. + Options are "nozzleToCombustionChamber" and "combustionChamberToNozzle". Motor.nozzleRadius : float Radius of motor nozzle outlet in meters. Motor.nozzlePosition : float Motor's nozzle outlet position in meters. More specifically, the coordinate - of the nozzle outlet specified in a user defined reference frame which - follows the motor's axis of symmetry, being positive upwards from the - nozzle. The origin of such reference system maybe chosen by the user as - desired. + of the nozzle outlet specified in the motor's coordinate system. + See `Motor.coordinateSystemOrientation` for more information. Motor.throatRadius : float Radius of motor nozzle throat in meters. Motor.grainNumber : int Number of solid grains. Motor.grainsCenterOfMassPosition : float Position of the center of mass of the grains in meters. More specifically, - the coordinate of the center of mass specified in a user defined reference - frame which follows the motor's axis of symmetry, being positive upwards - from the nozzle. The origin of such reference system maybe chosen by the - user as desired, but needs to be consistent with the Motor.nozzlePosition - attribute. + the coordinate of the center of mass specified in the motor's coordinate + system. See `Motor.coordinateSystemOrientation` for more information. Motor.grainSeparation : float Distance between two grains in meters. Motor.grainDensity : float @@ -679,9 +697,9 @@ class SolidMotor(Motor): Mass and moment of inertia attributes: Motor.centerOfMass : Function Position of the center of mass in meters as a function of time. Constant for - solid motors, as the grains are assumed to be fixed. For information - regarding the reference frame, see Motor.nozzlePosition or - Motor.grainsCenterOfMassPosition. + solid motors, as the grains are assumed to be fixed. + See `Motor.coordinateSystemOrientation` for more information regarding + the motor's coordinate system Motor.grainInitialMass : float Initial mass of each grain in kg. Motor.propellantInitialMass : float @@ -753,6 +771,7 @@ def __init__( throatRadius=0.0114, reshapeThrustCurve=False, interpolationMethod="linear", + coordinateSystemOrientation="nozzleToCombustionChamber", ): """Initialize Motor class, process thrust curve and geometrical parameters and store results. @@ -772,12 +791,9 @@ def __init__( burnOut : int, float Motor burn out time in seconds. grainsCenterOfMassPosition : float - Position of grains center of mass in meters. More specifically, the - coordinate of the grains center of mass specified in a user defined - reference frame which follows the motor's axis of symmetry, being - positive upwards from the nozzle. The origin of such reference system - maybe chosen by the user as desired, but must be consistent with the - nozzlePosition argument. + Position of the center of mass of the grains in meters. More specifically, + the coordinate of the center of mass specified in the motor's coordinate + system. See `Motor.coordinateSystemOrientation` for more information. grainNumber : int Number of solid grains grainDensity : int, float @@ -796,11 +812,9 @@ def __init__( trajectory simulation. nozzlePosition : int, float, optional Motor's nozzle outlet position in meters. More specifically, the coordinate - of the nozzle outlet specified in a user defined reference frame which - follows the motor's axis of symmetry, being positive upwards from the - nozzle. The origin of such reference system maybe chosen by the user as - desired. - Default is 0, in which case the origin of the motor's reference system + of the nozzle outlet specified in the motor's coordinate system. + See `Motor.coordinateSystemOrientation` for more information. + Default is 0, in which case the origin of the motor's coordinate system is placed at the motor's nozzle outlet. throatRadius : int, float, optional Motor's nozzle throat radius in meters. Its value has very low @@ -818,6 +832,13 @@ def __init__( Method of interpolation to be used in case thrust curve is given by data set in .csv or .eng, or as an array. Options are 'spline' 'akima' and 'linear'. Default is "linear". + coordinateSystemOrientation : string, optional + Orientation of the motor's coordinate system. The coordinate system + is defined by the motor's axis of symmetry. The origin of the + coordinate system may be placed anywhere along such axis, such as at the + nozzle area, and must be kept the same for all other positions specified. + Options are "nozzleToCombustionChamber" and "combustionChamberToNozzle". + Default is "nozzleToCombustionChamber". Returns ------- @@ -831,6 +852,7 @@ def __init__( throatRadius, reshapeThrustCurve, interpolationMethod, + coordinateSystemOrientation, ) # Define motor attributes # Grain parameters @@ -1211,14 +1233,18 @@ class HybridMotor(Motor): ---------- Geometrical attributes: + Motor.coordinateSystemOrientation : str + Orientation of the motor's coordinate system. The coordinate system + is defined by the motor's axis of symmetry. The origin of the + coordinate system may be placed anywhere along such axis, such as at the + nozzle area, and must be kept the same for all other positions specified. + Options are "nozzleToCombustionChamber" and "combustionChamberToNozzle". Motor.nozzleRadius : float Radius of motor nozzle outlet in meters. - nozzlePosition : float + Motor.nozzlePosition : float Motor's nozzle outlet position in meters. More specifically, the coordinate - of the nozzle outlet specified in a user defined reference frame which - follows the motor's axis of symmetry, being positive upwards from the - nozzle. The origin of such reference system maybe chosen by the user as - desired. + of the nozzle outlet specified in the motor's coordinate system. + See `Motor.coordinateSystemOrientation` for more information. Motor.throatRadius : float Radius of motor nozzle throat in meters. Motor.grainNumber : int @@ -1319,6 +1345,7 @@ def __init__( throatRadius=0.0114, reshapeThrustCurve=False, interpolationMethod="linear", + coordinateSystemOrientation="nozzleToCombustionChamber", ): """Initialize Motor class, process thrust curve and geometrical parameters and store results. @@ -1371,11 +1398,9 @@ def __init__( trajectory simulation. nozzlePosition : int, float, optional Motor's nozzle outlet position in meters. More specifically, the coordinate - of the nozzle outlet specified in a user defined reference frame which - follows the motor's axis of symmetry, being positive upwards from the - nozzle. The origin of such reference system maybe chosen by the user as - desired. - Default is 0, in which case the origin of the motor's reference system + of the nozzle outlet specified in the motor's coordinate system. + See `Motor.coordinateSystemOrientation` for more information. + Default is 0, in which case the origin of the motor's coordinate system is placed at the motor's nozzle outlet. throatRadius : int, float, optional Motor's nozzle throat radius in meters. Its value has very low @@ -1393,6 +1418,13 @@ def __init__( Method of interpolation to be used in case thrust curve is given by data set in .csv or .eng, or as an array. Options are 'spline' 'akima' and 'linear'. Default is "linear". + coordinateSystemOrientation : string, optional + Orientation of the motor's coordinate system. The coordinate system + is defined by the motor's axis of symmetry. The origin of the + coordinate system may be placed anywhere along such axis, such as at the + nozzle area, and must be kept the same for all other positions specified. + Options are "nozzleToCombustionChamber" and "combustionChamberToNozzle". + Default is "nozzleToCombustionChamber". Returns ------- From c366b569833b3de66258bef0680a3a19084aae1e Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Wed, 16 Nov 2022 02:23:26 -0300 Subject: [PATCH 10/55] MAINT: Better define aerodynamic surfaces local coordinate systems --- rocketpy/AeroSurfaces.py | 383 +++++++++++++++++++-------------------- 1 file changed, 187 insertions(+), 196 deletions(-) diff --git a/rocketpy/AeroSurfaces.py b/rocketpy/AeroSurfaces.py index 19515a096..8d172b688 100644 --- a/rocketpy/AeroSurfaces.py +++ b/rocketpy/AeroSurfaces.py @@ -13,46 +13,45 @@ class NoseCone: """Keeps nose cone information. + Local coordinate system: Z axis along the longitudinal axis of symmetry, positive + downwards (top -> bottom). Origin located at the tip of the nose cone. + Attributes ---------- NoseCone.length : float Nose cone length. Has units of length and must be given in meters. + NoseCone.rocketRadius : float + The reference rocket radius used for lift coefficient normalization, in meters. NoseCone.kind : string Nose cone kind. Can be "conical", "ogive" or "lvhaack". - NoseCone.position : float - Nose cone position relative to user defined rocket reference system. - By nose cone position, understand the point belonging to the nose cone which - is lowest in the rocket reference system (i.e. generally the center point - of the nose cone base). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. NoseCone.name : string Nose cone name. Has no impact in simulation, as it is only used to display data in a more organized matter. NoseCone.cp : tuple - Tuple with the x, y and z coordinates of the nose cone center of pressure - relative to the rocket center of mass. Has units of length and must be - given in meters. + Tuple with the x, y and z local coordinates of the nose cone center of pressure. + Has units of length and is given in meters. NoseCone.cpx : float - Nose cone center of pressure x coordinate relative to the rocket center - of mass. Has units of length and must be given in meters. + Nose cone local center of pressure x coordinate. Has units of length and is + given in meters. NoseCone.cpy : float - Nose cone center of pressure y coordinate relative to the rocket center - of mass. Has units of length and must be given in meters. + Nose cone local center of pressure y coordinate. Has units of length and is + given in meters. NoseCone.cpz : float - Nose cone center of pressure z coordinate relative to the rocket center - of mass. Has units of length and must be given in meters. + Nose cone local center of pressure z coordinate. Has units of length and is + given in meters. NoseCone.cl : Function Function which defines the lift coefficient as a function of the angle of - attack and the Mach number. It must take as input the angle of attack in - radians and the Mach number. It should return the lift coefficient. + attack and the Mach number. Takes as input the angle of attack in radians and + the Mach number. Returns the lift coefficient. NoseCone.clalpha : float Lift coefficient slope. Has units of 1/rad. """ - def __init__(self, length, kind, position, rocketRadius, name="Nose Cone"): + def __init__( + self, length, kind, baseRadius=None, rocketRadius=None, name="Nose Cone" + ): """Initializes the nose cone. It is used to define the nose cone - length, kind, distance to center of mass and name. + length, kind, center of pressure and lift coefficient curve. Parameters ---------- @@ -60,15 +59,14 @@ def __init__(self, length, kind, position, rocketRadius, name="Nose Cone"): Nose cone length. Has units of length and must be given in meters. kind : string Nose cone kind. Can be "conical", "ogive" or "lvhaack". - position : float - Nose cone position relative to user defined rocket reference system. - By nose cone position, understand the point belonging to the nose cone which - is lowest in the rocket reference system (i.e. generally the center point - of the nose cone base). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. - rocketRadius : int, float - The radius of the rocket's body at the nose cone position. + baseRadius : float, optional + Nose cone base radius. Has units of length and must be given in meters. + If not given, the ratio between baseRadius and rocketRadius will be + assumed as 1. + rocketRadius : int, float, optional + The reference rocket radius used for lift coefficient normalization. + If not given, the ratio between baseRadius and rocketRadius will be + assumed as 1. name : str, optional Nose cone name. Has no impact in simulation, as it is only used to display data in a more organized matter. @@ -79,27 +77,32 @@ def __init__(self, length, kind, position, rocketRadius, name="Nose Cone"): """ self.length = length self.kind = kind - self.position = position self.name = name + self.baseRadius = baseRadius self.rocketRadius = rocketRadius + if self.baseRadius is None or self.rocketRadius is None: + self.radiusRatio = 1 + else: + self.radiusRatio = self.baseRadius / self.rocketRadius + # Analyze type if self.kind == "conical": - self.k = 1 - 1 / 3 + self.k = 2 / 3 elif self.kind == "ogive": - self.k = 1 - 0.534 + self.k = 0.466 elif self.kind == "lvhaack": - self.k = 1 - 0.437 + self.k = 0.563 else: self.k = 0.5 - # Calculate cp position relative to cm - self.cpz = self.position + self.k * length + # Calculate cp position in local coordinates + self.cpz = self.k * length self.cpy = 0 self.cpx = 0 self.cp = (self.cpx, self.cpy, self.cpz) # Calculate clalpha - self.clalpha = 2 + self.clalpha = 2 * self.radiusRatio**2 self.cl = Function( lambda alpha, mach: self.clalpha * alpha, ["Alpha (rad)", "Mach"], @@ -125,7 +128,9 @@ def geometricInfo(self): print("-------------------------------") print(f"Length: {self.length:.3f} m") print(f"Kind: {self.kind}") - print(f"Position: {self.position:.3f} m") + print(f"Base Radius: {self.baseRadius:.3f} m") + print(f"Reference Rocket Radius: {self.rocketRadius:.3f} m") + print(f"Radius Ratio: {self.radiusRatio:.3f}") return None @@ -142,7 +147,7 @@ def aerodynamicInfo(self): """ print(f"Nose Cone Aerodynamic Information of Nose: {self.name}") print("-------------------------------") - print(f"Center of Pressure Position: {self.cp} m") + print(f"Center of Pressure Position in Local Coordinates: {self.cp} m") print(f"Lift Coefficient Slope: {self.clalpha:.3f} 1/rad") print("Lift Coefficient as a Function of Alpha and Mach:") self.cl() @@ -170,29 +175,25 @@ class Fins(ABC): """Abstract class that holds common methods for the fin classes. Cannot be instantiated. + Local coordinate system: Z axis along the longitudinal axis of symmetry, positive + downwards (top -> bottom). Origin located at the top of the root chord. + Attributes ---------- Fins.n : int - Number of fins in fin set + Number of fins in fin set. Fins.rocketRadius : float - Radius of the rocket at the position of the fin set + The reference rocket radius used for lift coefficient normalization, in meters. Fins.airfoil : tuple Tuple of two items. First is the airfoil lift curve. - Second is the unit of the curve (radians or degrees) - Fins.position : float - Fin set position relative to user defined rocket reference system. - By fin set position, understand the point belonging to the root chord which - is lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. + Second is the unit of the curve (radians or degrees). Fins.cantAngle : float - Fins cant angle with respect to the rocket centerline, in degrees + Fins cant angle with respect to the rocket centerline, in degrees. Fins.changingAttributeDict : dict Dictionary that stores the name and the values of the attributes that may be changed during a simulation. Useful for control systems. Fins.cantAngleRad : float - Fins cant angle with respect to the rocket centerline, in radians + Fins cant angle with respect to the rocket centerline, in radians. Fins.rootChord : float Fin root chord in meters. Fins.tipChord : float @@ -200,7 +201,7 @@ class Fins(ABC): Fins.span : float Fin span in meters. Fins.name : string - Name of fin set + Name of fin set. Fins.sweepLength : float Fins sweep length in meters. By sweep length, understand the axial distance between the fin root leading edge and the fin tip leading edge measured @@ -209,23 +210,41 @@ class Fins(ABC): Fins sweep angle with respect to the rocket centerline. Must be given in degrees. Fins.d : float - Diameter of the rocket at the position of the fin set + Reference diameter of the rocket. Has units of length and is given in meters. Fins.Aref : float - Reference area of the rocket at the fin set position. + Reference area of the rocket. Fins.Af : float - Area of the longitudinal section of each fin in the set + Area of the longitudinal section of each fin in the set. Fins.AR : float - Aspect ratio of each fin in the set + Aspect ratio of each fin in the set. Fins.gamma_c : float - Fin mid-chord sweep angle + Fin mid-chord sweep angle. Fins.Yma : float - Span wise position of the mean aerodynamic chord + Span wise position of the mean aerodynamic chord. Fins.rollGeometricalConstant : float - Geometrical constant used in roll calculations + Geometrical constant used in roll calculations. Fins.tau : float - Geometrical relation used to simplify lift and roll calculations + Geometrical relation used to simplify lift and roll calculations. Fins.liftInterferenceFactor : float - Factor of Fin-Body interference in the lift coefficient + Factor of Fin-Body interference in the lift coefficient. + Fins.cp : tuple + Tuple with the x, y and z local coordinates of the fin set center of pressure. + Has units of length and is given in meters. + Fins.cpx : float + Fin set local center of pressure x coordinate. Has units of length and is + given in meters. + Fins.cpy : float + Fin set local center of pressure y coordinate. Has units of length and is + given in meters. + Fins.cpz : float + Fin set local center of pressure z coordinate. Has units of length and is + given in meters. + Fins.cl : Function + Function which defines the lift coefficient as a function of the angle of + attack and the Mach number. Takes as input the angle of attack in radians and + the Mach number. Returns the lift coefficient. + Fins.clalpha : float + Lift coefficient slope. Has units of 1/rad. """ def __init__( @@ -233,7 +252,6 @@ def __init__( n, rootChord, span, - position, rocketRadius, cantAngle=0, airfoil=None, @@ -249,15 +267,8 @@ def __init__( Fin root chord in meters. span : int, float Fin span in meters. - position : int, float - Fin set position relative to user defined rocket reference system. - By fin set position, understand the point belonging to the root chord which - is lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. rocketRadius : int, float - Reference radius to calculate lift coefficient. + Reference rocket radius used for lift coefficient normalization. cantAngle : int, float, optional Fins cant angle with respect to the rocket centerline. Must be given in degrees. @@ -291,7 +302,6 @@ def __init__( self.n = n self.rocketRadius = rocketRadius self.airfoil = airfoil - self.position = position self.cantAngle = cantAngle self.rootChord = rootChord self.span = span @@ -303,9 +313,8 @@ def __init__( @abstractmethod def evaluateCenterOfPressure(self): - """Calculates and returns the finset's center of pressure - in relation to the rocket's center of dry mass. The center - of pressure position is saved and stored in a tuple. + """Calculates and returns the fin set's center of pressure position in local + coordinates. The center of pressure position is saved and stored as a tuple. Parameters ---------- @@ -385,6 +394,7 @@ def evaluateLiftCoefficient(self): self.clalphaMultipleFins.setOutputs( "Lift coefficient derivative for {:.0f} fins".format(self.n) ) + self.clalpha = self.clalphaMultipleFins # Calculates clalpha * alpha self.cl = Function( @@ -548,7 +558,7 @@ def aerodynamicInfo(self): print("----------------") print("Lift Interference Factor: {:.3f} m".format(self.liftInterferenceFactor)) print( - "Center of Pressure position: ({:.3f},{:.3f},{:.3f}) (x, y, z)".format( + "Center of Pressure position in Local Coordinates: ({:.3f},{:.3f},{:.3f}) (x, y, z)".format( self.cpx, self.cpy, self.cpz ) ) @@ -619,8 +629,7 @@ def allInfo(self): print("Basic Information\n") print("Number of fins: {:.0f}".format(self.n)) - print("Rocket radius at self's position: {:.3f} m".format(self.rocketRadius)) - print("Fin set position: {:.3f} m".format(self.position)) + print("Reference rocket radius: {:.3f} m".format(self.rocketRadius)) self.geometricalInfo() self.aerodynamicInfo() @@ -637,26 +646,20 @@ class TrapezoidalFins(Fins): Geometrical attributes: Fins.n : int - Number of fins in fin set + Number of fins in fin set. Fins.rocketRadius : float - Radius of the rocket at the position of the fin set + The reference rocket radius used for lift coefficient normalization, in + meters. Fins.airfoil : tuple Tuple of two items. First is the airfoil lift curve. - Second is the unit of the curve (radians or degrees) - Fins.position : int, float - Fin set position relative to user defined rocket reference system. - By fin set position, understand the point belonging to the root chord which - is lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. + Second is the unit of the curve (radians or degrees). Fins.cantAngle : float - Fins cant angle with respect to the rocket centerline, in degrees + Fins cant angle with respect to the rocket centerline, in degrees. Fins.changingAttributeDict : dict Dictionary that stores the name and the values of the attributes that may be changed during a simulation. Useful for control systems. Fins.cantAngleRad : float - Fins cant angle with respect to the rocket centerline, in radians + Fins cant angle with respect to the rocket centerline, in radians. Fins.rootChord : float Fin root chord in meters. Fins.tipChord : float @@ -664,7 +667,7 @@ class TrapezoidalFins(Fins): Fins.span : float Fin span in meters. Fins.name : string - Name of fin set + Name of fin set. Fins.sweepLength : float Fins sweep length in meters. By sweep length, understand the axial distance between the fin root leading edge and the fin tip leading edge measured @@ -673,23 +676,41 @@ class TrapezoidalFins(Fins): Fins sweep angle with respect to the rocket centerline. Must be given in degrees. Fins.d : float - Diameter of the rocket at the position of the fin set + Reference diameter of the rocket, in meters. Fins.Aref : float - Reference area of the rocket + Reference area of the rocket, in m². Fins.Af : float - Area of the longitudinal section of each fin in the set + Area of the longitudinal section of each fin in the set. Fins.AR : float Aspect ratio of each fin in the set Fins.gamma_c : float - Fin mid-chord sweep angle + Fin mid-chord sweep angle. Fins.Yma : float - Span wise position of the mean aerodynamic chord + Span wise position of the mean aerodynamic chord. Fins.rollGeometricalConstant : float - Geometrical constant used in roll calculations + Geometrical constant used in roll calculations. Fins.tau : float - Geometrical relation used to simplify lift and roll calculations + Geometrical relation used to simplify lift and roll calculations. Fins.liftInterferenceFactor : float - Factor of Fin-Body interference in the lift coefficient + Factor of Fin-Body interference in the lift coefficient. + Fins.cp : tuple + Tuple with the x, y and z local coordinates of the fin set center of + pressure. Has units of length and is given in meters. + Fins.cpx : float + Fin set local center of pressure x coordinate. Has units of length and is + given in meters. + Fins.cpy : float + Fin set local center of pressure y coordinate. Has units of length and is + given in meters. + Fins.cpz : float + Fin set local center of pressure z coordinate. Has units of length and is + given in meters. + Fins.cl : Function + Function which defines the lift coefficient as a function of the angle of + attack and the Mach number. Takes as input the angle of attack in radians + and the Mach number. Returns the lift coefficient. + Fins.clalpha : float + Lift coefficient slope. Has units of 1/rad. """ def __init__( @@ -698,7 +719,6 @@ def __init__( rootChord, tipChord, span, - position, rocketRadius, cantAngle=0, sweepLength=None, @@ -718,18 +738,8 @@ def __init__( Fin tip chord in meters. span : int, float Fin span in meters. - position : int, float - Fin set position relative to user defined rocket reference system. - By fin set position, understand the point belonging to the root chord which - is lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. rocketRadius : int, float - Reference radius to calculate lift coefficient. If None, which - is default, use rocket radius. Otherwise, enter the radius - of the rocket in the section of the fins, as this impacts - its lift coefficient. + Reference radius to calculate lift coefficient, in meters. cantAngle : int, float, optional Fins cant angle with respect to the rocket centerline. Must be given in degrees. @@ -772,7 +782,6 @@ def __init__( n, rootChord, span, - position, rocketRadius, cantAngle, airfoil, @@ -849,9 +858,8 @@ def __init__( self.evaluateRollParameters() def evaluateCenterOfPressure(self): - """Calculates and returns the center of pressure of the fin set - in relation to the rocket's center of dry mass. the center - of pressure position is saved and stored in a tuple. + """Calculates and returns the center of pressure of the fin set in local + coordinates. The center of pressure position is saved and stored as a tuple. Parameters ---------- @@ -862,16 +870,13 @@ def evaluateCenterOfPressure(self): self.cp : tuple Tuple containing cpx, cpy, cpz. """ - # Center of pressure position relative to rocket's reference system - cpz = self.position + ( - (self.sweepLength / 3) - * ((self.rootChord + 2 * self.tipChord) / (self.rootChord + self.tipChord)) - + (1 / 6) - * ( - self.rootChord - + self.tipChord - - self.rootChord * self.tipChord / (self.rootChord + self.tipChord) - ) + # Center of pressure position in local coordinates + cpz = (self.sweepLength / 3) * ( + (self.rootChord + 2 * self.tipChord) / (self.rootChord + self.tipChord) + ) + (1 / 6) * ( + self.rootChord + + self.tipChord + - self.rootChord * self.tipChord / (self.rootChord + self.tipChord) ) self.cpx = 0 self.cpy = 0 @@ -926,7 +931,7 @@ def draw(self): ) # Center of pressure - cp_point = [abs(self.cpz - self.position), self.Yma] + cp_point = [self.cpz, self.Yma] # Mean Aerodynamic Chord Yma_start = ( @@ -994,32 +999,26 @@ class EllipticalFins(Fins): Geometrical attributes: Fins.n : int - Number of fins in fin set + Number of fins in fin set. Fins.rocketRadius : float - Radius of the rocket at the position of the fin set + The reference rocket radius used for lift coefficient normalization, in + meters. Fins.airfoil : tuple Tuple of two items. First is the airfoil lift curve. Second is the unit of the curve (radians or degrees) - Fins.position : int, float - Fin set position relative to user defined rocket reference system. - By fin set position, understand the point belonging to the root chord which - is lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. Fins.cantAngle : float - Fins cant angle with respect to the rocket centerline, in degrees + Fins cant angle with respect to the rocket centerline, in degrees. Fins.changingAttributeDict : dict Dictionary that stores the name and the values of the attributes that may be changed during a simulation. Useful for control systems. Fins.cantAngleRad : float - Fins cant angle with respect to the rocket centerline, in radians + Fins cant angle with respect to the rocket centerline, in radians. Fins.rootChord : float Fin root chord in meters. Fins.span : float Fin span in meters. Fins.name : string - Name of fin set + Name of fin set. Fins.sweepLength : float Fins sweep length in meters. By sweep length, understand the axial distance between the fin root leading edge and the fin tip leading edge measured @@ -1028,23 +1027,41 @@ class EllipticalFins(Fins): Fins sweep angle with respect to the rocket centerline. Must be given in degrees. Fins.d : float - Diameter of the rocket at the position of the fin set + Reference diameter of the rocket, in meters. Fins.Aref : float - Reference area of the rocket at the fin set position. + Reference area of the rocket. Fins.Af : float - Area of the longtudinal section of each fin in the set + Area of the longtudinal section of each fin in the set. Fins.AR : float - Aspect ratio of each fin in the set + Aspect ratio of each fin in the set. Fins.gamma_c : float - Fin mid-chord sweep angle + Fin mid-chord sweep angle. Fins.Yma : float - Span wise position of the mean aerodynamic chord + Span wise position of the mean aerodynamic chord. Fins.rollGeometricalConstant : float - Geometrical constant used in roll calculations + Geometrical constant used in roll calculations. Fins.tau : float - Geometrical relation used to simplify lift and roll calculations + Geometrical relation used to simplify lift and roll calculations. Fins.liftInterferenceFactor : float - Factor of Fin-Body interference in the lift coefficient + Factor of Fin-Body interference in the lift coefficient. + Fins.cp : tuple + Tuple with the x, y and z local coordinates of the fin set center of + pressure. Has units of length and is given in meters. + Fins.cpx : float + Fin set local center of pressure x coordinate. Has units of length and is + given in meters. + Fins.cpy : float + Fin set local center of pressure y coordinate. Has units of length and is + given in meters. + Fins.cpz : float + Fin set local center of pressure z coordinate. Has units of length and is + given in meters. + Fins.cl : Function + Function which defines the lift coefficient as a function of the angle of + attack and the Mach number. Takes as input the angle of attack in radians + and the Mach number. Returns the lift coefficient. + Fins.clalpha : float + Lift coefficient slope. Has units of 1/rad. """ def __init__( @@ -1052,7 +1069,6 @@ def __init__( n, rootChord, span, - position, rocketRadius, cantAngle=0, airfoil=None, @@ -1068,18 +1084,8 @@ def __init__( Fin root chord in meters. span : int, float Fin span in meters. - position : int, float - Fin set position relative to user defined rocket reference system. - By fin set position, understand the point belonging to the root chord which - is lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. rocketRadius : int, float - Reference radius to calculate lift coefficient. If None, which - is default, use rocket radius. Otherwise, enter the radius - of the rocket in the section of the fins, as this impacts - its lift coefficient. + Reference radius to calculate lift coefficient, in meters. cantAngle : int, float, optional Fins cant angle with respect to the rocket centerline. Must be given in degrees. @@ -1122,7 +1128,6 @@ def __init__( n, rootChord, span, - position, rocketRadius, cantAngle, airfoil, @@ -1207,9 +1212,8 @@ def __init__( return None def evaluateCenterOfPressure(self): - """Calculates and returns the center of pressure of the fin set. - in relation to the rocket's center of dry mass. the center - of pressure position is saved and stored in a tuple. + """Calculates and returns the center of pressure of the fin set in local + coordinates. The center of pressure position is saved and stored as a tuple. Parameters ---------- @@ -1220,8 +1224,8 @@ def evaluateCenterOfPressure(self): self.cp : tuple Tuple containing cpx, cpy, cpz. """ - # Center of pressure position relative to the rocket's center of dry mass - cpz = self.position + (0.288 * self.rootChord) + # Center of pressure position in local coordinates + cpz = 0.288 * self.rootChord self.cpx = 0 self.cpy = 0 self.cpz = cpz @@ -1273,7 +1277,7 @@ def draw(self): ) # Center of pressure - cp_point = [abs(self.cpz - self.position), self.Yma] + cp_point = [self.cpz, self.Yma] # Plotting fig3 = plt.figure(figsize=(4, 4)) @@ -1301,8 +1305,11 @@ def draw(self): class Tail: - """Class that defines a tail for the rocket. Currently only accepts - conical tails. + """Class that defines a tail. Currently only accepts conical tails. + + Local coordinate system: Z axis along the longitudinal axis of symmetry, positive + downwards (top -> bottom). Origin located at top of the tail (generally the portion + closest to the rocket's nose). Parameters ---------- @@ -1315,26 +1322,19 @@ class Tail: Length of the tail. The length is defined as the distance between the top and bottom of the tail. The length is measured along the rocket's longitudinal axis. Has the unit of meters. - Tail.position : int, float - Tail position relative to user defined rocket reference system. - By tail position, understand the point belonging to the tail which is - lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. Tail.rocketRadius: int, float - The radius of the rocket's body at the tail's position. + The reference rocket radius used for lift coefficient normalization in meters. Tail.name : str Name of the tail. Default is 'Tail'. Attributes ---------- Tail.cpx : int, float - x coordinate of the center of pressure of the tail. + x local coordinate of the center of pressure of the tail. Tail.cpy : int, float - y coordinate of the center of pressure of the tail. + y local coordinate of the center of pressure of the tail. Tail.cpz : int, float - z coordinate of the center of pressure of the tail. + z local coordinate of the center of pressure of the tail. Tail.cp : tuple Tuple containing the coordinates of the center of pressure of the tail. Tail.cl : Function @@ -1351,9 +1351,7 @@ class Tail: """ - def __init__( - self, topRadius, bottomRadius, length, position, rocketRadius, name="Tail" - ): + def __init__(self, topRadius, bottomRadius, length, rocketRadius, name="Tail"): """Initializes the tail object by computing and storing the most important values. @@ -1366,15 +1364,8 @@ def __init__( Radius of the bottom of the tail. length : int, float Length of the tail. - position : int, float - Tail position relative to user defined rocket reference system. - By tail position, understand the point belonging to the tail which is - lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. rocketRadius : int, float - The radius of the rocket's body at the tail's position. + The reference rocket radius used for lift coefficient normalization. name : str Name of the tail. Default is 'Tail'. @@ -1387,12 +1378,10 @@ def __init__( self.topRadius = topRadius self.bottomRadius = bottomRadius self.length = length - self.position = position self.name = name self.rocketRadius = rocketRadius # Calculate ratio between top and bottom radius - r = topRadius / bottomRadius # Calculate tail slant length self.slantLength = np.sqrt( @@ -1403,11 +1392,14 @@ def __init__( np.pi * self.slantLength * (self.topRadius + self.bottomRadius) ) - # Calculate cp position in the rocket reference system - cpz = position + (length / 3) * (1 + (1 - r) / (1 - r**2)) + # Calculate cp position in local coordinates + r = topRadius / bottomRadius + cpz = (length / 3) * (1 + (1 - r) / (1 - r**2)) # Calculate clalpha - clalpha = -2 * (1 - r ** (-2)) * (topRadius / rocketRadius) ** 2 + clalpha = 2 * ( + (bottomRadius / rocketRadius) ** 2 - (topRadius / rocketRadius) ** 2 + ) cl = Function( lambda alpha, mach: clalpha * alpha, ["Alpha (rad)", "Mach"], @@ -1436,8 +1428,7 @@ def geometricInfo(self): print(f"Tail Top Radius: {self.topRadius:.3f} m") print(f"Tail Bottom Radius: {self.bottomRadius:.3f} m") print(f"Tail Length: {self.length:.3f} m") - print(f"Tail Position: {self.position:.3f} m") - print(f"Rocket body radius at tail position: {2*self.rocketRadius:.3f} m") + print(f"Reference Radius: {2*self.rocketRadius:.3f} m") print(f"Tail Slant Length: {self.slantLength:.3f} m") print(f"Tail Surface Area: {self.surfaceArea:.6f} m^2") @@ -1446,7 +1437,7 @@ def geometricInfo(self): def aerodynamicInfo(self): print(f"\nTail name: {self.name}") - print(f"Tail Center of Pressure Position: {self.cp:.3f} m") + print(f"Tail Center of Pressure Position in Local Coordinates: {self.cp:.3f} m") print(f"Tail Lift Coefficient Slope: {self.clalpha:.3f} 1/rad") print("Tail Lift Coefficient as a function of Alpha and Mach:") self.cl() From de215c5108e07aec05dce0d6b0bde0aa7854c1f5 Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Wed, 16 Nov 2022 02:25:10 -0300 Subject: [PATCH 11/55] ENH: create AeroSurfaces class to hold aerodynamic surfaces and their positions --- rocketpy/AeroSurfaces.py | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/rocketpy/AeroSurfaces.py b/rocketpy/AeroSurfaces.py index 8d172b688..48a9d93c4 100644 --- a/rocketpy/AeroSurfaces.py +++ b/rocketpy/AeroSurfaces.py @@ -10,6 +10,25 @@ from abc import ABC, abstractmethod, abstractproperty +class AeroSurfaces: + """Class used to hold multiple aerodynamic surfaces and their positions.""" + + def __init__(self): + self._aeroSurfaces = [] + + def append(self, aeroSurface, position): + self._aeroSurfaces.append((aeroSurface, position)) + + def __len__(self): + return len(self._aeroSurfaces) + + def __getitem__(self, index): + return self._aeroSurfaces[index] + + def __iter__(self): + return iter(self._aeroSurfaces) + + class NoseCone: """Keeps nose cone information. From 967120d0d15926705b9adc7c19d7f7441b50ceba Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Wed, 16 Nov 2022 02:27:46 -0300 Subject: [PATCH 12/55] ENH: implement addMotor and coordinate system orientation --- rocketpy/Rocket.py | 288 +++++++++++++++++++++++---------------------- 1 file changed, 148 insertions(+), 140 deletions(-) diff --git a/rocketpy/Rocket.py b/rocketpy/Rocket.py index d48a3df81..cb5a6e158 100644 --- a/rocketpy/Rocket.py +++ b/rocketpy/Rocket.py @@ -13,7 +13,9 @@ from .Function import Function from .Parachute import Parachute +from .AeroSurfaces import AeroSurfaces from .AeroSurfaces import NoseCone, TrapezoidalFins, EllipticalFins, Tail +from .Motor import EmptyMotor class Rocket: @@ -29,11 +31,19 @@ class Rocket: Rocket's circular cross section largest frontal area in squared meters. Rocket.centerOfDryMassPosition : float - Rocket's center of dry mass position relative to the user desired - reference system. The only requirement is that the chosen reference - system has a positive axis pointing from the rocket's tail to it's - nose cone. The system's origin may be placed anywhere along such - axis and should be kept the same for all other positions specified later. + Position, in m, of the rocket's center of dry mass (i.e. center of mass + without propellant) relative to the rocket's coordinate system. + See `Rocket.coordinateSystemOrientation` for more information regarding the + rocket's coordinate system. + Rocket.coordinateSystemOrientation : string + String defining the orientation of the rocket's coordinate system. The + coordinate system is defined by the rocket's axis of symmetry. The system's + origin may be placed anywhere along such axis, such as in the nozzle or in + the nose cone, and must be kept the same for all other positions specified. + If "tailToNose", the coordinate system is defined with the rocket's axis of + symmetry pointing from the rocket's tail to the rocket's nose cone. + If "noseToTail", the coordinate system is defined with the rocket's axis of + symmetry pointing from the rocket's nose cone to the rocket's tail. Mass and Inertia attributes: Rocket.mass : float @@ -101,13 +111,13 @@ class Rocket: Rocket.motor : Motor Rocket's motor. See Motor class for more details. Rocket.motorPosition : float - Position of the motor's reference origin relative to the user defined rocket - reference system. See Rocket.centerOfDryMassPosition for more information - regarding the rocket reference system. + Position, in m, of the motor's reference origin relative to the user defined + rocket coordinate system. See `Rocket.coordinateSystemOrientation` for more + information regarding the rocket's coordinate system. Rocket.centerOfPropellantPosition : Function Position of the propellant's center of mass relative to the user defined - rocket reference system. See Rocket.centerOfDryMassPosition for more - information regarding the rocket reference system. + rocket reference system. See `Rocket.coordinateSystemOrientation` for more + information regarding the rocket's coordinate system. Expressed in meters as a function of time. """ @@ -117,11 +127,10 @@ def __init__( mass, inertiaI, inertiaZ, - motor, - motorPosition, powerOffDrag, powerOnDrag, centerOfDryMassPosition=0, + coordinateSystemOrientation="tailToNose", ): """Initializes Rocket class, process inertial, geometrical and aerodynamic parameters. @@ -136,14 +145,7 @@ def __init__( Unloaded rocket lateral (perpendicular to axis of symmetry) moment of inertia (without propellant) in kg m^2. inertiaZ : int, float - Unloaded rocket axial moment of inertia (without propellant) - motor : Motor - Motor used in the rocket. See Motor class for more information. - in kg m^2. - motorPosition : int, float - Position of the motor's reference origin relative to the user defined rocket - reference system. See Rocket.centerOfDryMassPosition for more information - regarding the rocket reference system. + Unloaded rocket axial moment of inertia (without propellant) in kg m^2. powerOffDrag : int, float, callable, string, array Rocket's drag coefficient when the motor is off. Can be given as an entry to the Function class. See help(Function) for more @@ -157,28 +159,43 @@ def __init__( callable, string or array is given, it must be a function of Mach number only. centerOfDryMassPosition : int, float, optional - Position of the rocket's center of dry mass (i.e. center of mass without - propellant) relative to the user desired reference system. The only - requirement is that the chosen reference system has a positive axis pointing - from the rocket's tail to it's nose cone. The system's origin may be placed - anywhere along such axis, such as in the nozzle or in the nose cone, and - should be kept the same for all other positions specified later. - Value expressed in meters. Default is 0, which means the center of dry mass - is chosen as the origin, the legacy behavior of version 0.X.Y. + Position, in m, of the rocket's center of dry mass (i.e. center of mass + without propellant) relative to the rocket's coordinate system. + Default is 0, which means the center of dry mass is chosen as the origin, to + comply with the legacy behavior of versions 0.X.Y. + See `Rocket.coordinateSystemOrientation` for more information regarding the + rocket's coordinate system. + coordinateSystemOrientation : string, optional + String defining the orientation of the rocket's coordinate system. The + coordinate system is defined by the rocket's axis of symmetry. The system's + origin may be placed anywhere along such axis, such as in the nozzle or in + the nose cone, and must be kept the same for all other positions specified. + The two options available are: "tailToNose" and "noseToTail". The first + defines the coordinate system with the rocket's axis of symmetry pointing + from the rocket's tail to the rocket's nose cone. The second option defines + the coordinate system with the rocket's axis of symmetry pointing from the + rocket's nose cone to the rocket's tail. Default is "tailToNose". Returns ------- None """ + # Define coordinate system orientation + self.coordinateSystemOrientation = coordinateSystemOrientation + if coordinateSystemOrientation == "tailToNose": + self._csys = 1 + elif coordinateSystemOrientation == "noseToTail": + self._csys = -1 + # Define rocket inertia attributes in SI units self.mass = mass self.inertiaI = inertiaI self.inertiaZ = inertiaZ # Define rocket geometrical parameters in SI units + self.centerOfDryMassPosition = centerOfDryMassPosition self.radius = radius self.area = np.pi * self.radius**2 - self.centerOfDryMassPosition = centerOfDryMassPosition # Eccentricity data initialization self.cpEccentricityX = 0 @@ -193,7 +210,7 @@ def __init__( self.railButtons = None # Aerodynamic data initialization - self.aerodynamicSurfaces = [] + self.aerodynamicSurfaces = AeroSurfaces() self.cpPosition = 0 self.staticMargin = Function( lambda x: 0, inputs="Time (s)", outputs="Static Margin (c)" @@ -214,12 +231,10 @@ def __init__( "linear", "constant", ) - self.cpPosition = 0 # Set bys elf.evaluateStaticMargin() + self.cpPosition = 0 # Set by self.evaluateStaticMargin() - # Define motor to be used - self.motor = motor - self.motorPosition = motorPosition - self.centerOfPropellantPosition = self.motor.centerOfMass + self.motorPosition + # Create a, possibly, temporary empty motor + self.addMotor(motor=EmptyMotor(), position=0) # Important dynamic inertial quantities self.centerOfMass = None @@ -285,7 +300,7 @@ def evaluateCenterOfMass(self): self.centerOfMass = ( self.centerOfDryMassPosition * self.mass + self.centerOfPropellantPosition * self.motor.mass - ) / self.totalMass() + ) / self.totalMass self.centerOfMass.setInputs("Time (s)") self.centerOfMass.setOutputs("Center of Mass Position (m)") @@ -364,20 +379,22 @@ def evaluateStaticMargin(self): # Calculate total lift coefficient derivative and center of pressure if len(self.aerodynamicSurfaces) > 0: - for aerodynamicSurface in self.aerodynamicSurfaces: + for aeroSurface, position in self.aerodynamicSurfaces: self.totalLiftCoeffDer += Function( - lambda alpha: aerodynamicSurface.cl(alpha, 0) + lambda alpha: aeroSurface.cl(alpha, 0) ).differentiate(x=1e-2, dx=1e-3) - self.cpPosition += ( - Function( - lambda alpha: aerodynamicSurface.cl(alpha, 0) - ).differentiate(x=1e-2, dx=1e-3) - * aerodynamicSurface.cp[2] + self.cpPosition += Function( + lambda alpha: aeroSurface.cl(alpha, 0) + ).differentiate(x=1e-2, dx=1e-3) * ( + position - self._csys * aeroSurface.cpz ) self.cpPosition /= self.totalLiftCoeffDer # Calculate static margin self.staticMargin = (self.centerOfMass - self.cpPosition) / (2 * self.radius) + self.staticMargin *= ( + self._csys + ) # Change sign if coordinate system is upside down self.staticMargin.setInputs("Time (s)") self.staticMargin.setOutputs("Static Margin (c)") self.staticMargin.setDiscrete( @@ -387,6 +404,40 @@ def evaluateStaticMargin(self): # Return self return self + def addMotor(self, motor, position): + """Adds a motor to the rocket. + + Parameters + ---------- + motor : Motor, SolidMotor, HybridMotor, EmptyMotor + Motor to be added to the rocket. See Motor class for more information. + position : int, float + Position, in m, of the motor's nozzle exit area relative to the user defined + rocket coordinate system. See `Rocket.coordinateSystemOrientation` for more + information regarding the rocket's coordinate system. + + Returns + ------- + None + """ + if hasattr(self, "motor") and not isinstance(self.motor, EmptyMotor): + print( + "Only one motor per rocket is currently supported. " + + "Overwriting previous motor." + ) + self.motor = motor + self.motorPosition = position + _ = self._csys * self.motor._csys + self.centerOfPropellantPosition = ( + self.motor.centerOfMass - self.motor.nozzlePosition + ) * _ + self.motorPosition + self.evaluateTotalMass() + self.evaluateCenterOfMass() + self.evaluateReducedMass() + self.evaluateThrustToWeight() + self.evaluateStaticMargin() + return None + def addTail( self, topRadius, bottomRadius, length, position, radius=None, name="Tail" ): @@ -406,39 +457,31 @@ def addTail( length : int, float Tail length or height in meters. Must be a positive value. position : int, float - Tail position relative to user defined rocket reference system. + Tail position relative to the rocket's coordinate system. By tail position, understand the point belonging to the tail which is - lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. + highest in the rocket coordinate system (i.e. generally the point closest + to the nose cone). + See `Rocket.coordinateSystemOrientation` for more information. Returns ------- - cl : Function - Function of the angle of attack (Alpha) and the mach number - (Mach) expressing the tail's lift coefficient. The inputs - are the angle of attack (in radians) and the mach number. - The output is the tail's lift coefficient. In the current - implementation, the tail's lift coefficient does not vary - with mach. - self : Rocket - Object of the Rocket class. + tail : Tail + Tail object created. """ # Modify reference radius if not provided radius = self.radius if radius is None else radius # Create new tail as an object of the Tail class - tail = Tail(topRadius, bottomRadius, length, position, radius, name) + tail = Tail(topRadius, bottomRadius, length, radius, name) # Add tail to aerodynamic surfaces list - self.aerodynamicSurfaces.append(tail) + self.aerodynamicSurfaces.append(aeroSurface=tail, position=position) # Refresh static margin calculation self.evaluateStaticMargin() # Return self - return self.aerodynamicSurfaces[-1] + return tail def addNose(self, length, kind, position, name="Nose Cone"): """Creates a nose cone, storing its parameters as part of the @@ -456,38 +499,27 @@ def addNose(self, length, kind, position, name="Nose Cone"): Nose cone type. Von Karman, conical, ogive, and lvhaack are supported. position : int, float - Nose cone position relative to user defined rocket reference system. - By nose cone position, understand the point belonging to the nose cone which - is lowest in the rocket reference system (i.e. generally the center point - of the nose cone base). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. + Nose cone tip coordinate relative to the rocket's coordinate system. + See `Rocket.coordinateSystemOrientation` for more information. name : string Nose cone name. Default is "Nose Cone". Returns ------- - cl : Function - Function of the angle of attack (Alpha) and the mach number - (Mach) expressing the nose cone's lift coefficient. The inputs - are the angle of attack (in radians) and the mach number. - The output is the nose cone's lift coefficient. In the current - implementation, the nose cone's lift coefficient does not vary - with mach - self : Rocket - Object of the Rocket class. + nose : Nose + Nose cone object created. """ # Create a nose as an object of NoseCone class - nose = NoseCone(length, kind, position, self.radius, name) + nose = NoseCone(length, kind, self.radius, self.radius, name) # Add nose to the list of aerodynamic surfaces - self.aerodynamicSurfaces.append(nose) + self.aerodynamicSurfaces.append(aeroSurface=nose, position=position) # Refresh static margin calculation self.evaluateStaticMargin() # Return self - return self.aerodynamicSurfaces[-1] + return nose def addFins(self, *args, **kwargs): """See Rocket.addTrapezoidalFins for documentation. @@ -530,12 +562,11 @@ def addTrapezoidalFins( tipChord : int, float Fin tip chord in meters. position : int, float - Fin set position relative to user defined rocket reference system. + Fin set position relative to the rocket's coordinate system. By fin set position, understand the point belonging to the root chord which - is lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. + is highest in the rocket coordinate system (i.e. generally the point closest + to the nose cone tip). + See `Rocket.coordinateSystemOrientation` for more information. cantAngle : int, float, optional Fins cant angle with respect to the rocket centerline. Must be given in degrees. @@ -554,9 +585,7 @@ def addTrapezoidalFins( Cannot be used in conjunction with sweepLength. radius : int, float, optional Reference radius to calculate lift coefficient. If None, which - is default, use rocket radius. Otherwise, enter the radius - of the rocket in the section of the fins, as this impacts - its lift coefficient. + is default, use rocket radius. airfoil : tuple, optional Default is null, in which case fins will be treated as flat plates. Otherwise, if tuple, fins will be considered as airfoils. The @@ -573,26 +602,19 @@ def addTrapezoidalFins( accepting either "radians" or "degrees". Returns ------- - cl : Function - Function of the angle of attack (Alpha) and the mach number - (Mach) expressing the fin's lift coefficient. The inputs - are the angle of attack (in radians) and the mach number. - The output is the fin's lift coefficient. - self : Rocket - Object of the Rocket class. + finSet : TrapezoidalFins + Fin set object created. """ # Modify radius if not given, use rocket radius, otherwise use given. radius = radius if radius is not None else self.radius # Create a fin set as an object of TrapezoidalFins class - distanceToCM = position - self.centerOfDryMassPosition finSet = TrapezoidalFins( n, rootChord, tipChord, span, - distanceToCM, radius, cantAngle, sweepLength, @@ -602,13 +624,13 @@ def addTrapezoidalFins( ) # Add fin set to the list of aerodynamic surfaces - self.aerodynamicSurfaces.append(finSet) + self.aerodynamicSurfaces.append(aeroSurface=finSet, position=position) # Refresh static margin calculation self.evaluateStaticMargin() # Return the created aerodynamic surface - return self.aerodynamicSurfaces[-1] + return finSet def addEllipticalFins( self, @@ -637,20 +659,17 @@ def addEllipticalFins( n : int Number of fins, from 2 to infinity. position : int, float - Fin set position relative to user defined rocket reference system. + Fin set position relative to the rocket's coordinate system. By fin set position, understand the point belonging to the root chord which - is lowest in the rocket reference system (i.e. generally the point furthest - from the nose cone). - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. + is highest in the rocket coordinate system (i.e. generally the point closest + to the nose cone tip). + See `Rocket.coordinateSystemOrientation` for more information. cantAngle : int, float, optional Fins cant angle with respect to the rocket centerline. Must be given in degrees. radius : int, float, optional Reference radius to calculate lift coefficient. If None, which - is default, use rocket radius. Otherwise, enter the radius - of the rocket in the section of the fins, as this impacts - its lift coefficient. + is default, use rocket radius. airfoil : tuple, optional Default is null, in which case fins will be treated as flat plates. Otherwise, if tuple, fins will be considered as airfoils. The @@ -667,32 +686,24 @@ def addEllipticalFins( accepting either "radians" or "degrees". Returns ------- - cl : Function - Function of the angle of attack (Alpha) and the mach number - (Mach) expressing the fin's lift coefficient. The inputs - are the angle of attack (in radians) and the mach number. - The output is the fin's lift coefficient. - self : Rocket - Object of the Rocket class. + finSet : EllipticalFins + Fin set object created. """ # Modify radius if not given, use rocket radius, otherwise use given. radius = radius if radius is not None else self.radius # Create a fin set as an object of EllipticalFins class - distanceToCM = position - self.centerOfDryMassPosition - finSet = EllipticalFins( - n, rootChord, span, distanceToCM, radius, cantAngle, airfoil, name - ) + finSet = EllipticalFins(n, rootChord, span, radius, cantAngle, airfoil, name) # Add fin set to the list of aerodynamic surfaces - self.aerodynamicSurfaces.append(finSet) + self.aerodynamicSurfaces.append(aeroSurface=finSet, position=position) # Refresh static margin calculation self.evaluateStaticMargin() # Return self - return self.aerodynamicSurfaces[-1] + return finSet def addParachute( self, name, CdS, trigger, samplingRate=100, lag=0, noise=(0, 0, 0) @@ -766,10 +777,9 @@ def setRailButtons(self, position, angularPosition=45): position : tuple, list, array Two values organized in a tuple, list or array which represent the position of each of the two rail buttons - in the user defined rocket reference system + in the rocket coordinate system The order does not matter. All values should be in meters. - See `Rocket.centerOfDryMass` for more information regarding the rocket - reference system. + See `Rocket.coordinateSystemOrientation` for more information. angularPosition : float Angular position of the rail buttons in degrees measured as the rotation around the symmetry axis of the rocket @@ -782,7 +792,7 @@ def setRailButtons(self, position, angularPosition=45): None """ # Place top most rail button as the first element of the list - if position[0] < position[1]: + if self._csys * position[0] < self._csys * position[1]: position.reverse() # Save important attributes self.railButtons = self.railButtonPair(position, angularPosition) @@ -941,42 +951,40 @@ def allInfo(self): print("\nRocket Distances") print( "Rocket Center of Dry Mass - Nozzle Exit Distance: " - + "{:.3f} m".format( - self.motor.nozzlePosition - + self.motorPosition - - self.centerOfDryMassPosition - ) + + "{:.3f} m".format(abs(self.centerOfDryMassPosition - self.motorPosition)) ) print( - "Rocket Center of Dry Mass - Motor reference point: " - + "{:.3f} m".format(self.motorPosition - self.centerOfDryMassPosition) + "Rocket Center of Dry Mass - Center of Propellant Mass: " + + "{:.3f} m".format( + abs(self.centerOfPropellantPosition(0) - self.centerOfDryMassPosition) + ) ) print( "Rocket Center of Mass - Rocket Loaded Center of Mass: " - + "{:.3f} m".format(self.centerOfMass(0) - self.centerOfDryMassPosition) + + "{:.3f} m".format( + abs(self.centerOfMass(0) - self.centerOfDryMassPosition) + ) ) - print("\nAerodynamic Components Parameters") - print("Currently not implemented.") # Print rocket aerodynamics quantities print("\nAerodynamics Lift Coefficient Derivatives") - for aerodynamicSurface in self.aerodynamicSurfaces: - name = aerodynamicSurface.name + for aeroSurface, position in self.aerodynamicSurfaces: + name = aeroSurface.name clalpha = Function( - lambda alpha: aerodynamicSurface.cl(alpha, 0), + lambda alpha: aeroSurface.cl(alpha, 0), ).differentiate(x=1e-2, dx=1e-3) print( name + " Lift Coefficient Derivative: {:.3f}".format(clalpha) + "/rad" ) print("\nAerodynamics Center of Pressure") - for aerodynamicSurface in self.aerodynamicSurfaces: - name = aerodynamicSurface.name - cpz = aerodynamicSurface.cp[2] - print(name + " Center of Pressure to CM: {:.3f}".format(cpz) + " m") + for aeroSurface, position in self.aerodynamicSurfaces: + name = aeroSurface.name + cpz = position - self._csys * aeroSurface.cpz + print(name + " Center of Pressure Position: {:.3f}".format(cpz) + " m") print( "Distance - Center of Pressure to CM: " - + "{:.3f}".format(self.cpPosition) + + "{:.3f}".format(abs(self.cpPosition - self.centerOfDryMassPosition)) + " m" ) print("Initial Static Margin: " + "{:.3f}".format(self.staticMargin(0)) + " c") From 3feeb3b44fec9d89741c948a9e7e5654628068e4 Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Wed, 16 Nov 2022 02:28:14 -0300 Subject: [PATCH 13/55] ENH: update Flight class to deal with new Rocket coordinate system --- rocketpy/Flight.py | 49 ++++++++++++++++++++++++++++++---------------- 1 file changed, 32 insertions(+), 17 deletions(-) diff --git a/rocketpy/Flight.py b/rocketpy/Flight.py index b0be69f2e..e6e178909 100644 --- a/rocketpy/Flight.py +++ b/rocketpy/Flight.py @@ -606,9 +606,9 @@ def __init__( # Modifying Rail Length for a better out of rail condition upperButtonPosition, lowerButtonPosition = self.rocket.railButtons.position - nozzlePosition = self.rocket.motor.nozzlePosition + self.rocket.motorPosition - self.effective1RL = self.env.rL - abs(nozzle - upperButtonPosition) - self.effective2RL = self.env.rL - abs(nozzle - lowerButtonPosition) + nozzlePosition = self.rocket.motorPosition + self.effective1RL = self.env.rL - abs(nozzlePosition - upperButtonPosition) + self.effective2RL = self.env.rL - abs(nozzlePosition - lowerButtonPosition) # Flight initialization self.__init_post_process_variables() @@ -1340,12 +1340,18 @@ def uDot(self, t, u, postProcessing=False): mu = (Mt * Mr) / (Mt + Mr) # Geometry # b = -self.rocket.distanceRocketPropellant - b = -(self.rocket.motorPosition - self.rocket.centerOfDryMassPosition) + b = ( + -(self.rocket.motorPosition - self.rocket.centerOfDryMassPosition) + * self.rocket._csys + ) # c = -self.rocket.distanceRocketNozzle - c = -( - self.rocket.motor.nozzlePosition - + self.rocket.motorPosition - - self.rocket.centerOfDryMassPosition + c = ( + -( + self.rocket.motor.nozzlePosition + + self.rocket.motorPosition + - self.rocket.centerOfDryMassPosition + ) + * self.rocket._csys ) a = b * Mt / M rN = self.rocket.motor.nozzleRadius @@ -1389,9 +1395,11 @@ def uDot(self, t, u, postProcessing=False): vyB = a12 * vx + a22 * vy + a32 * vz vzB = a13 * vx + a23 * vy + a33 * vz # Calculate lift and moment for each component of the rocket - for aerodynamicSurface in self.rocket.aerodynamicSurfaces: - compCp = aerodynamicSurface.cp[2] - self.rocket.centerOfDryMassPosition - surfaceRadius = aerodynamicSurface.rocketRadius + for aeroSurface, position in self.rocket.aerodynamicSurfaces: + compCp = ( + position - self.rocket.centerOfDryMassPosition + ) * self.rocket._csys - aeroSurface.cpz + surfaceRadius = aeroSurface.rocketRadius referenceArea = np.pi * surfaceRadius**2 # Component absolute velocity in body frame compVxB = vxB + compCp * omega2 @@ -1419,8 +1427,8 @@ def uDot(self, t, u, postProcessing=False): compStreamVzBn = compStreamVzB / compStreamSpeed if -1 * compStreamVzBn < 1: compAttackAngle = np.arccos(-compStreamVzBn) - cLift = aerodynamicSurface.cl(compAttackAngle, freestreamMach) - cLift = aerodynamicSurface.cl(compAttackAngle, freestreamMach) + cLift = aeroSurface.cl(compAttackAngle, freestreamMach) + cLift = aeroSurface.cl(compAttackAngle, freestreamMach) # Component lift force magnitude compLift = ( 0.5 * rho * (compStreamSpeed**2) * referenceArea * cLift @@ -1437,7 +1445,7 @@ def uDot(self, t, u, postProcessing=False): M2 += (compCp + a) * compLiftXB # Calculates Roll Moment try: - Clfdelta, Cldomega, cantAngleRad = aerodynamicSurface.rollParameters + Clfdelta, Cldomega, cantAngleRad = aeroSurface.rollParameters M3f = ( (1 / 2 * rho * freestreamSpeed**2) * referenceArea @@ -2532,7 +2540,10 @@ def aerodynamicSpinMoment(self): @cached_property def rotationalEnergy(self): # b = -self.rocket.distanceRocketPropellant - b = -(self.rocket.motorPosition - self.rocket.centerOfDryMassPosition) + b = ( + -(self.rocket.motorPosition - self.rocket.centerOfDryMassPosition) + * self.rocket._csys + ) mu = self.rocket.reducedMass Rz = self.rocket.inertiaZ Ri = self.rocket.inertiaI @@ -3210,9 +3221,13 @@ def calculate_rail_button_forces(self): return 0, 0, 0, 0 # Distance from Rail Button 1 (upper) to CM - D1 = self.rocket.railButtons.position[0] - self.rocket.centerOfDryMassPosition + D1 = ( + self.rocket.railButtons.position[0] - self.rocket.centerOfDryMassPosition + ) * self.rocket._csys # Distance from Rail Button 2 (lower) to CM - D2 = self.rocket.railButtons.position[1] - self.rocket.centerOfDryMassPosition + D2 = ( + self.rocket.railButtons.position[1] - self.rocket.centerOfDryMassPosition + ) * self.rocket._csys F11 = (self.R1 * D2 - self.M2) / (D1 + D2) F11.setOutputs("Upper button force direction 1 (m)") F12 = (self.R2 * D2 + self.M1) / (D1 + D2) From da024b60e89adcab2027a4ba5467e68796b4d6cd Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Wed, 16 Nov 2022 02:28:40 -0300 Subject: [PATCH 14/55] DOC: first update to Getting Started Notebook with new coordinate systems --- docs/notebooks/getting_started.ipynb | 588 ++++++++++++++++++++------- 1 file changed, 438 insertions(+), 150 deletions(-) diff --git a/docs/notebooks/getting_started.ipynb b/docs/notebooks/getting_started.ipynb index 076263fdf..35ae83927 100644 --- a/docs/notebooks/getting_started.ipynb +++ b/docs/notebooks/getting_started.ipynb @@ -19,6 +19,16 @@ "execution_count": 1, "metadata": {}, "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], "source": [ "from rocketpy import Environment, SolidMotor, Rocket, Flight" ] @@ -32,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -55,7 +65,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -75,7 +85,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -97,7 +107,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -123,34 +133,30 @@ "Launch Site Details\n", "\n", "Launch Rail Length: 5.2 m\n", - "Launch Date: 2022-08-22 12:00:00 UTC\n", + "Launch Date: 2022-11-17 12:00:00 UTC\n", "Launch Site Latitude: 32.99025°\n", "Launch Site Longitude: -106.97500°\n", "Reference Datum: SIRGAS2000\n", "Launch Site UTM coordinates: 315468.64 W 3651938.65 N\n", "Launch Site UTM zone: 13S\n", - "Launch Site Surface Elevation: 1471.5 m\n", + "Launch Site Surface Elevation: 1400.0 m\n", "\n", "\n", "Atmospheric Model Details\n", "\n", - "Atmospheric Model Type: Forecast\n", - "Forecast Maximum Height: 79.561 km\n", - "Forecast Time Period: From 2022-08-21 12:00:00 to 2022-09-06 12:00:00 UTC\n", - "Forecast Hour Interval: 3 hrs\n", - "Forecast Latitude Range: From -90.0 ° To 90.0 °\n", - "Forecast Longitude Range: From 0.0 ° To 359.75 °\n", + "Atmospheric Model Type: StandardAtmosphere\n", + "StandardAtmosphere Maximum Height: 80.000 km\n", "\n", "\n", "Surface Atmospheric Conditions\n", "\n", - "Surface Wind Speed: 0.75 m/s\n", - "Surface Wind Direction: 93.39°\n", - "Surface Wind Heading: 273.39°\n", - "Surface Pressure: 854.66 hPa\n", - "Surface Temperature: 294.98 K\n", - "Surface Air Density: 1.009 kg/m³\n", - "Surface Speed of Sound: 344.30 m/s\n", + "Surface Wind Speed: 0.00 m/s\n", + "Surface Wind Direction: 0.00°\n", + "Surface Wind Heading: 0.00°\n", + "Surface Pressure: 855.99 hPa\n", + "Surface Temperature: 279.05 K\n", + "Surface Air Density: 1.069 kg/m³\n", + "Surface Speed of Sound: 334.54 m/s\n", "\n", "\n", "Atmospheric Model Plots\n" @@ -159,18 +165,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ce01f74f060c4eca8d1e6136d1ddd474", + "model_id": "9e63e46fd9a946c98b469fbbe369d063", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -208,6 +214,7 @@ "Pro75M1670 = SolidMotor(\n", " thrustSource=\"../../data/motors/Cesaroni_M1670.eng\",\n", " burnOut=3.9,\n", + " grainsCenterOfMassPosition=-0.85704, # 0.39796,\n", " grainNumber=5,\n", " grainSeparation=5 / 1000,\n", " grainDensity=1815,\n", @@ -217,6 +224,8 @@ " nozzleRadius=33 / 1000,\n", " throatRadius=11 / 1000,\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=-1.255,\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", ")" ] }, @@ -236,6 +245,19 @@ "name": "stdout", "output_type": "stream", "text": [ + "Nozzle Details\n", + "Nozzle Radius: 0.033 m\n", + "Nozzle Throat Radius: 0.011 m\n", + "\n", + "Grain Details\n", + "Number of Grains: 5\n", + "Grain Spacing: 0.005 m\n", + "Grain Density: 1815 kg/m3\n", + "Grain Outer Radius: 0.033 m\n", + "Grain Inner Radius: 0.015 m\n", + "Grain Height: 0.12 m\n", + "Grain Volume: 0.000 m3\n", + "Grain Mass: 0.591 kg\n", "\n", "Motor Details\n", "Total Burning Time: 3.9 s\n", @@ -251,18 +273,293 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "1d2192f2098844318a5c2c6021a38d25", + "model_id": "aad8c594484940dbaf48404e1e47e5a7", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "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", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "e47e475f2da24872acabca7b8f5f4529", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "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", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "30caa3e326364902ad735833a42b7c0b", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "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", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "d79374348165401eb9e06424a985897a", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "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", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "984ceefeed7a488abb69e99f03c4399e", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "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", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a3ba685b4fb94f76a0af003c2ce78497", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "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", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "4e07594426a846ea9c9ee17550ba87ea", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAAByuUlEQVR4nO3deVhU1f8H8PcsMIDsO4iAAu6Cihu4YIZimkqZa7nlUu7GL0tbtDK1vpVlipqWmrmm5pqaZO5ibqDiiqLiBoissg4z9/cHMomgst9Z3q/n4XmcO2fufA6Xgbfn3nOuRBAEAURERERkMKRiF0BERERENYsBkIiIiMjAMAASERERGRgGQCIiIiIDwwBIREREZGAYAImIiIgMDAMgERERkYFhACQiIiIyMAyARERERAaGAZCIiIjIwDAAEhERERkYBkAiIiIiA8MASERERGRgGACJiIiIDAwDIBEREZGBYQAkIiIiMjAMgEREREQGhgGQiIiIyMAwABIREREZGAZAIiIiIgPDAEhERERkYBgAiYiIiAwMAyARERGRgWEAJCIiIjIwDIBEREREBoYBkIiIiMjAMAASERERGRgGQCIiIiIDwwBIREREZGAYAImIiIgMDAMgERERkYFhACQiIiIyMAyARERERAaGAZCIiIjIwDAAEpFe6tGjB0aPHl2j77lnzx6Ym5vjwYMHNfq+zzN8+HB4enqKXUYJv//+O2xtbfHo0aNyv3bJkiVwd3dHXl5eNVRGZBgYAIlq2MqVKyGRSIp9OTo64qWXXsLu3bvFLu+5Ll26BIlEAhMTE6SlpYldzjMdPXoUe/fuxYcffqjZduDAAc33e/Xq1aW+rn379pBIJGjatKlmW3Z2NsLDw9GtWze4uLjAwsICLVq0wOLFi6FSqYq9vnv37vD29sbcuXOrp2OPPf3z86yvAwcOVGsdFaVSqTBz5kxMnDgR5ubmmu35+fmYP38+WrRoAUtLS1hbW6NJkyYYM2YMLl++rGk3fPhw5Ofn46effhKjfCK9IBe7ACJD9cUXX6Bu3boQBAGJiYlYuXIlevTogR07duDVV18Vu7xSrV69Gs7OzkhNTcWmTZswatQosUsq1TfffIOXX34Z3t7eJZ4zMTHB2rVr8dZbbxXbfvPmTRw7dgwmJibFtsfFxWHixIl4+eWXERYWBktLS/z1118YN24cjh8/jl9//bVY+3feeQfvv/8+Pv/8c1hYWFR95wD89ttvxR6vWrUKERERJbY3atQIy5Ytg1qtrpY6KmrHjh24cuUKxowZU2x73759sXv3bgwaNAijR4+GUqnE5cuXsXPnTgQGBqJhw4YACo/hsGHDMG/ePEycOBESiUSMbhDpNoGIatSKFSsEAMLJkyeLbU9JSRGMjIyEwYMHV9l7PXr0qMr2pVarBU9PTyEsLEx47bXXhM6dO5f5ddnZ2VVWx4skJiYKcrlc+Pnnn4tt379/vwBAeP311wW5XC48ePCg2POzZ88WnJychA4dOghNmjTRbH/w4IEQExNT4n1GjBghABBiY2NLvL9MJhN++eWXKuzV840fP17QpV/nvXv3Fjp06FBs24kTJwQAwuzZs0u0LygoEJKTk4ttO3XqlABA2LdvX7XWSqSveAqYSEtYW1vD1NQUcvl/A/NFpy2fPpV38+ZNSCQSrFy5UrNt+PDhMDc3x/Xr19GjRw9YWFjgzTffBFB4ynDChAnYunUrmjZtCoVCgSZNmmDPnj1lru/o0aO4efMmBg4ciIEDB+LQoUO4c+dOiXaenp549dVX8ddff6FVq1YwNTXVnKpLS0vDlClTUKdOHSgUCnh7e+Prr78uMUL17bffIjAwEHZ2djA1NYW/vz82bdpUpjr//PNPFBQUIDg4uNTn+/TpA4VCgY0bNxbbvnbtWvTv3x8ymazYdnt7ezRp0qTEfl577TUAhafFn+To6AhfX19s27btuXUmJSXBwcEBnTt3hiAImu3Xrl1DrVq1MGDAgOe+vqyevgaw6Gfn22+/RXh4OOrVqwczMzN069YNt2/fhiAImDVrFtzc3GBqaoo+ffogJSWlxH53796Njh07olatWrCwsEDPnj1x4cKFF9aTm5uLPXv2lDg+169fB1B4Gv5pMpkMdnZ2xbb5+/vD1tb2hd9nIiodAyCRSNLT05GcnIwHDx7gwoULGDt2LB49elTi1GR5FBQUICQkBI6Ojvj222/Rt29fzXNHjhzBuHHjMHDgQPzvf/9Dbm4u+vbti4cPH5Zp32vWrIGXlxdat26NXr16wczMDOvWrSu17ZUrVzBo0CB07doV8+fPR/PmzZGdnY2goCCsXr0aQ4cOxY8//oj27dtj+vTpCAsLK/b6ouvAvvjiC8yZMwdyuRz9+vXDn3/++cI6jx07Bjs7O3h4eJT6vJmZGfr06VOs9rNnz+LChQsYPHhwmb4XAJCQkACgMCA+zd/fH8eOHXvu6x0dHbF48WIcPHgQCxYsAACo1WoMHz4cFhYWWLRoUZlrqYg1a9Zg0aJFmDhxIv7v//4PBw8eRP/+/fHJJ59gz549+PDDDzFmzBjs2LED77//frHX/vbbb+jZsyfMzc3x9ddf49NPP8XFixfRoUMH3Lx587nve/r0aeTn56Nly5bFthcdrzVr1qCgoKBMfWjZsiWOHj1a9k4T0X/EHoIkMjRFp4Cf/lIoFMLKlSuLtS06bbl///5i22/cuCEAEFasWKHZNmzYMAGAMG3atBLvCUAwNjYWrl27ptl29uxZAYCwYMGCF9acn58v2NnZCR9//LFm2+DBgwU/P78SbT08PAQAwp49e4ptnzVrllCrVi3h6tWrxbZPmzZNkMlkQnx8vGbb06eM8/PzhaZNmwpdunR5Ya0dOnQQ/P39S2wv+l5u3LhR2LlzpyCRSDTvOXXqVKFevXqCIAhCUFBQsVPApcnLyxMaN24s1K1bV1AqlSWenzNnjgBASExMfGG9gwYNEszMzISrV68K33zzjQBA2Lp16wtf96TnnQIeNmyY4OHhoXlc9LPj4OAgpKWlabZPnz5dACD4+fkV69OgQYMEY2NjITc3VxAEQcjMzBSsra2F0aNHF3ufhIQEwcrKqsT2p/38888CAOH8+fPFtqvVaiEoKEgAIDg5OQmDBg0SwsPDhVu3bj1zX2PGjBFMTU2f+35EVDqOABKJJDw8HBEREYiIiMDq1avx0ksvYdSoUfjjjz8qtd+xY8eWuj04OBheXl6ax76+vrC0tERcXNwL97l79248fPgQgwYN0mwbNGiQZuTsaXXr1kVISEixbRs3bkTHjh1hY2OD5ORkzVdwcDBUKhUOHTqkaWtqaqr5d2pqKtLT09GxY0ecOXPmhbU+fPgQNjY2z23TrVs32NraYv369RAEAevXry/WtxeZMGECLl68iIULFxY7ZV+k6P2Tk5NfuK+FCxfCysoKb7zxBj799FMMGTIEffr0KXMtFdWvXz9YWVlpHrdt2xYA8NZbbxXrU9u2bZGfn4+7d+8CACIiIpCWloZBgwYVO44ymQxt27bF/v37n/u+RSPOTx8jiUSCv/76C19++SVsbGywbt06jB8/Hh4eHhgwYECps85tbGyQk5OD7OzsCn0PiAwZZwETiaRNmzZo1aqV5vGgQYPQokULTJgwAa+++iqMjY3LvU+5XA43N7dSn3N3dy+xzcbGBqmpqS/c7+rVq1G3bl0oFApcu3YNAODl5QUzMzOsWbMGc+bMKda+bt26JfYRGxuLc+fOwcHBodT3SEpK0vx7586d+PLLLxEdHV1srbeyzvYUnrimrjRGRkbo168f1q5dizZt2uD27dtlPv37zTffYNmyZZg1axZ69Ojx3PcvS722trb48ccf0a9fPzg5OeHHH38sUx2V9fTPQ1EYrFOnTqnbi35OYmNjAQBdunQpdb+WlpZlev/SjpFCocDHH3+Mjz/+GPfv38fBgwcxf/58/P777zAyMiqxfE95vs9EVBwDIJGWkEqleOmllzB//nzExsaiSZMmz/zD9vT6c0UUCgWk0tIH9p+e3FDkRWEpIyMDO3bsQG5uLnx8fEo8v3btWsyePbtYrU+O4BVRq9Xo2rUrPvjgg1Lfp379+gCAw4cPo3fv3ujUqRMWLVoEFxcXGBkZYcWKFVi7du1zawUAOzu7MoXawYMHY8mSJfjss8/g5+eHxo0bv/A1K1euxIcffoh3330Xn3zyyTPbFb1/adcHluavv/7SvO7OnTuwtrYu0+sq41k/Dy/6OSmasPPbb7/B2dm5RLvSRkSfVDSZIzU19Zn/WQEAFxcXDBw4EH379kWTJk3w+++/Y+XKlcX2n5qaCjMzs1J/3ojo+RgAibRI0cXvRXdHKDpN9vTpr1u3btVYTX/88Qdyc3OxePHiEoHmypUr+OSTT3D06FF06NDhufvx8vLCo0ePnjk7t8jmzZthYmKCv/76CwqFQrN9xYoVZaq3YcOG2Lx58wvbdejQAe7u7jhw4AC+/vrrF7bftm0bRo0ahddffx3h4eHPbXvjxg3Y29s/c7TzSXv27MHPP/+MDz74AGvWrMGwYcPw77//vjBIiaXoMgJHR8cXHsvSFK3ld+PGDTRr1uyF7Y2MjODr64vY2FgkJycXC503btxAo0aNyl0DEXEWMJHWUCqV2Lt3L4yNjTV/1Dw8PCCTyYpdHweg2meIPmn16tWoV68e3n33XbzxxhvFvt5//32Ym5tjzZo1L9xP//79ERkZqRntelJaWpom/MpkMkgkkmKjnDdv3sTWrVvLVG9AQABSU1NfeG2jRCLBjz/+iJkzZ2LIkCHPbXvo0CEMHDgQnTp1wpo1a545ylrk9OnTCAgIeGGtaWlpGDVqFNq0aYM5c+bg559/xpkzZ0qcUtcmISEhsLS0xJw5c6BUKks8/6Lb4Pn7+8PY2BinTp0qtj02Nhbx8fEl2qelpSEyMhI2NjYlAvWZM2cQGBhYgV4QkXb+F5PIAOzevVtze6ukpCSsXbsWsbGxmDZtmuY6KisrK/Tr1w8LFiyARCKBl5cXdu7cWex6uep079497N+/H5MmTSr1eYVCgZCQEGzcuBE//vgjjIyMnrmvqVOnYvv27Xj11VcxfPhw+Pv7IysrC+fPn8emTZtw8+ZN2Nvbo2fPnpg3bx66d++OwYMHIykpCeHh4fD29sa5c+deWHPPnj0hl8vx999/l7jTxNP69OnzwgkXt27dQu/evSGRSPDGG2+UWD/Q19cXvr6+msdJSUk4d+4cxo8f/8JaJ0+ejIcPH+Lvv/+GTCZD9+7dMWrUKHz55Zfo06cP/Pz8XriPmmZpaYnFixdjyJAhaNmyJQYOHAgHBwfEx8fjzz//RPv27bFw4cJnvt7ExATdunXD33//jS+++EKz/ezZsxg8eDBeeeUVdOzYEba2trh79y5+/fVX3Lt3Dz/88EOx09OnT59GSkpKjUyYIdJHDIBEIpkxY4bm3yYmJmjYsCEWL16Md955p1i7BQsWQKlUYsmSJVAoFOjfvz+++eabYverrS7r16+HWq1Gr169ntmmV69e2Lx5M3bv3o3evXs/s52ZmRkOHjyIOXPmYOPGjVi1ahUsLS1Rv359fP7555rJBl26dMEvv/yCr776ClOmTEHdunXx9ddf4+bNm2UKgE5OTujRowd+//33FwbAsrhx4wbS09MBoNRQN3PmzGIB8I8//tAcp+fZvn07Vq1ahe+++05zWhQA5s2bh4iICAwbNgwnT558bqgWy+DBg+Hq6oqvvvoK33zzDfLy8lC7dm107NgRI0aMeOHr3377bfTt2xe3b9/WTDrp1KkTZs2ahd27d2PevHl48OCB5r7LX3/9dbE1LYHCWeXu7u7PnIxCRM8nEV50BTgRkY45fPgwOnfujMuXL5c6caU6tWjRAp07d8b3339fo++rS1QqFRo3boz+/ftj1qxZ5X59Xl4ePD09MW3aNEyePLkaKiTSfwyARKSXXnnlFbi5uWHZsmU19p579uzBG2+8gbi4ODg6OtbY++qiDRs2YOzYsYiPj4e5uXm5XrtkyRLMmTMHsbGxxSYKEVHZMQASERERGRjOAiYiIiIyMAyARERERAaGAZCIiIjIwDAAEhERERkYBkAiIiIiA8OFoCtBrVbj3r17sLCwgEQiEbscIiIiKgNBEJCZmQlXV9cX3tpRXzEAVsK9e/c0q9gTERGRbrl9+zbc3NzELkMUDICVYGFhAaDwB6jo3q1VRalUYu/evejWrZtW3gqqKhhCHwH2U9+wn/rDEPoIsJ+lycjIQJ06dTR/xw0RA2AlFJ32tbS0rJYAaGZmBktLS739wBpCHwH2U9+wn/rDEPoIsJ/PY8iXbxnmiW8iIiIiA8YASERERGRgGACJiIiIDAwDIBEREZGBYQAkIiIiMjAMgEREREQGhgGQiIiIyMAwABIREREZGAZAIiIiIgPDAEhERERkYBgAiYiIiAwMAyARERGRgZGLXQARUWUIgoACtQClSg1lgYB8lbrw35ovQfPv/AKh2HP5KgEFT/xbWVD8OaVK/fj5x/stUEMtqOGUK0EPsTtORFQJDIBEVCUSM3JxPkUC5dn7UEPyOJCpUaAuCk9PBLGiEFYgQKl+HNIKnnpOE9yeCG0F/wWzJwNezZNBsu8a3g9pCIlEIsL7ExFVDgMgEVXa/stJGPPbKShVMuDKebHLgbFMCiOZBEZyKYxk0v8ey6SQy6QwfvxvI5kURvLij+UyyeP2Rc8Xf3wtKQObz9xD+IE4xKfm4ps3fGFiJBO7y0RE5cIASESVciQ2Ge+sPg2lSoCNsYBGdeygkMueCFf/hS+jp/5tLH/2c4XPF39c7LWPw1mxxzIJZFJJtY7KKZVKGKffxsYbcuw4ew93U7OxdGgr2Jsrqu09iYiqGgMgEVXYiRspGLXqJPIL1OjayBGvWN5Dr1dbwcjISOzSqlU7RwE9OvljwvqzOBOfhtDwo1gxvDV8nCzELo2IqEw4C5iIKiQqPhUjVpxArlKNoPoO+L6/L2QG9BulXT1b/DEuEB52ZriTmoPXFx3D4dgHYpdFRFQmBvTrmoiqSszddAxbfgJZ+SoEetnhpyH+UMgN79eJl4M5toxrjzaetsjMK8DwFSex5t9bYpdFRPRChvcbm4gq5UpCJob88i8ycgvQysMGPw9rZdCTIGxrGeO3UW3weovaUKkFfLwlBl/uvAiVWozZyUREZcMASERlFvfgEd78+V+kZivh52aFFSNaw8yYlxIr5DJ8198P/9e1PgDg5yM38M5vp5GVVyByZUREpWMAJKIyiX+YjcHL/kXyozw0crHEr2+3gYWJfk/2KA+JRIKJL/tgwaAWMJZL8felRPT/KRIJ6blil0ZEVAIDIBG90L20HAz++TgSMnLh42iO1SPbwNrMWOyytFIvP1esG90OdrWMceFeBvqEH0HM3XSxyyIiKoYBkIieKykjF4OXHced1Bx42plhzai2sOOad8/l72GDrePbw8fRHIkZeei3JBIRFxPFLouISIMBkIie6eGjPLz587+4+TAbbjamWDu6HRwtTcQuSyfUsTXD5nGB6OhjjxylCmN+O4WfD8dBEDg5hIjExwBIRKVKy87HW7+cQGzSIzhbmmDd6HZwtTYVuyydYmlihOXDW2NwW3cIAvDln5fw8dYYKFVqsUsjIgPHAEhEJWTkKjFs+Qlcup8Be3MF1o5uizq2ZmKXpZOMZFLMDm2KT3o2gkQCrP03Hm+vPImMXKXYpRGRAWMAJKJisvIK8PaKkzh7Jx02ZkZYM6ot6jmYi12WTpNIJBjVsR6WDmkFUyMZDscmo++iY7idki12aURkoBgAiUgjV6nCqF9P4dStVFiayPHbyLZo4Mz721aVro2dsPHdADhZKhCb9Aih4Udx+laq2GURkQFiACQiAEBegQrv/HYakXEPYa6Q49e326BpbSuxy9I7TWtbYdv4DmjiaomHWfkYtOw4dpy9J3ZZRGRgGACJCEqVGhPWRuHg1QcwNZJh+fDWaOFuI3ZZesvZygS/vxOA4EZOyC9QY+K6KCzYF8sZwkRUYxgAiQycSi3gvQ3RiLiYCGO5FD8Pa4U2dW3FLkvv1VLI8dMQf4zuWBcA8F3EVfzf72eRV6ASuTIiMgQMgEQGTK0WMHXTWew8dx9GMgl+essf7b3txS7LYMikEnzcszFmv9YUMqkEf0TdxZCfTyAlK1/s0ohIzzEAEhkoQRDwybYY/HHmLmRSCRYMaomXGjqKXZZBerOtB1aOaA0LhRwnbqbgtUVHcf3BI7HLIiI9xgBIZIAEQcAXOy9i7b/xkEiAef390L2ps9hlGbSOPg74Y1wg3GxMcethNl5fdAyR1x+KXRYR6SkGQCIDIwgC/vfXFaw4ehMA8L++vujTvLa4RREAwMfJAlvHt0dLd2uk5ygx5Jd/8fup22KXRUR6iAGQyMD8uO8aFh+4DgCYFdoU/VrVEbkielLhnVfaoZefKwrUAj7YdA5f77kMtZozhImo6jAAEhmQnw5ex/d/XwUAfNKzEYa08xC5IiqNiZEM8wc0x6Qu3gCAxQeuY/zaM8jJ5wxhIqoaDIBEBmLl0RuYu/syAGBqSAOM6lhP5IroeaRSCcK6NcC8/n4wlkmxOyYBA5dGIikzV+zSiEgPMAASGYB1J+Lx2Y6LAICJXbwx/iVvkSuisnq9pRtWj2oLGzMjnL2TjtfCj+FyQobYZRGRjmMAJNJzW6Lu4KMt5wEAozvWRVjX+iJXROXVpq4ttoxrj3r2tXA3LQdvLI7E/itJYpdFRDqMAZBIj/157j7+7/ezEARgaIAHPurRCBKJROyyqAI87Wvhj3GBCKhnh0d5BRi58iRWRd4Uuywi0lEMgER6KuJiIiavj4JaAAa0qoPPejVh+NNx1mbG+PXtNujfyg1qAZix7QI+234BKs4QJqJy0poAGB4eDk9PT5iYmKBt27Y4ceLEc9tv3LgRDRs2hImJCZo1a4Zdu3YVez4xMRHDhw+Hq6srzMzM0L17d8TGxmqeT0lJwcSJE9GgQQOYmprC3d0dkyZNQnp6erX0j6gmHbz6AOPXnEGBWkCf5q6Y83ozSKUMf/rAWC7F13198WH3hgCAlcduYvSqU3iUVyByZUSkS7QiAG7YsAFhYWGYOXMmzpw5Az8/P4SEhCApqfRrXI4dO4ZBgwZh5MiRiIqKQmhoKEJDQxETEwOgcKHb0NBQxMXFYdu2bYiKioKHhweCg4ORlZUFALh37x7u3buHb7/9FjExMVi5ciX27NmDkSNH1li/iapD5PWHGLPqFPJVarzS1Bnf9fODjOFPr0gkEozt7IXFb7aEQi7FP5eT8MbiY7ibliN2aUSkI7QiAM6bNw+jR4/GiBEj0LhxYyxZsgRmZmZYvnx5qe3nz5+P7t27Y+rUqWjUqBFmzZqFli1bYuHChQCA2NhYHD9+HIsXL0br1q3RoEEDLF68GDk5OVi3bh0AoGnTpti8eTN69eoFLy8vdOnSBbNnz8aOHTtQUMD/SZNuOn0rBSN/PYm8AjVebuiI+QNbQC7Tio85VYNXmrlgwzsBsDdX4HJCJkLDj+Ls7TSxyyIiHSD6X4b8/HycPn0awcHBmm1SqRTBwcGIjIws9TWRkZHF2gNASEiIpn1eXh4AwMTEpNg+FQoFjhw58sxa0tPTYWlpCblcXuH+EInl3J00DF9+Etn5KnT0sUf4my1hLBf9I07VrHkda2yb0B4NnS3wIDMPA5ZGYk/MfbHLIiItJ3rSSU5OhkqlgpOTU7HtTk5OuHz5cqmvSUhIKLV9QkICAKBhw4Zwd3fH9OnT8dNPP6FWrVr4/vvvcefOHdy/X/ovxuTkZMyaNQtjxox5Zq15eXmacAkAGRmFa3EplUoolcoXd7YcivZX1fvVJobQR6Bm+nk5IRNDlp9EZl4BWnvaIHygH2RQQ6lUV9t7Po3HUzyOteRYO7I13vv9HA7GJuPd1WcwtZsPRnfwrPDEH23sZ1UzhD4C7Ofz2hoy0QNgdTAyMsIff/yBkSNHwtbWFjKZDMHBwXjllVcgCCVny2VkZKBnz55o3LgxPvvss2fud+7cufj8889LbN+7dy/MzMyqsgsaERER1bJfbWIIfQSqr58J2cCCCzI8KpDA01zAG44PsP/vv6rlvcqCx1M8fewAIVOKQwlSfLM3Foejr6BfXTUqMxCsjf2saobQR4D9fFJ2dnYNVKLdRA+A9vb2kMlkSExMLLY9MTERzs7Opb7G2dn5he39/f0RHR2N9PR05Ofnw8HBAW3btkWrVq2KvS4zMxPdu3eHhYUFtmzZAiMjo2fWOn36dISFhWkeZ2RkoE6dOujWrRssLS3L3OeyUCqViIiIQNeuXZ9bky4zhD4C1dvPWw+zMfuXk3hUkIcmrhZYNbwVLE3F+V7yeGqHXgBWHY/H7F2XcTxJCtSyw8JBzWFVzp8Lbe9nVTCEPgLsZ2mKzuAZMtEDoLGxMfz9/bFv3z6EhoYCANRqNfbt24cJEyaU+pqAgADs27cPU6ZM0WyLiIhAQEBAibZWVlYACieGnDp1CrNmzdI8l5GRgZCQECgUCmzfvr3YNYOlUSgUUCgUJbYbGRlV24eqOvetLQyhj0DV9/NOajaGrTyNpMw8NHCywOqR7WBTy7jK9l9RPJ7iG9nRC/UcLDBh7Rkcv5GK/stOYMXw1vCwq1XufWlzP6uKIfQRYD+fbmPotOIK8bCwMCxbtgy//vorLl26hLFjxyIrKwsjRowAAAwdOhTTp0/XtJ88eTL27NmD7777DpcvX8Znn32GU6dOFQuMGzduxIEDBzRLwXTt2hWhoaHo1q0bgMLw161bN2RlZeGXX35BRkYGEhISkJCQAJVKVbPfAKJySkjPxeBl/+JuWg7qOdQqvFesFoQ/0h4vNXTEprGBcLUyQdyDLISGH8XJmylil0VEWkL0EUAAGDBgAB48eIAZM2YgISEBzZs3x549ezQTPeLj4yGV/pdVAwMDsXbtWnzyySf46KOP4OPjg61bt6Jp06aaNvfv30dYWBgSExPh4uKCoUOH4tNPP9U8f+bMGfz7778AAG9v72L13LhxA56entXYY6KKe5CZh8E/H0d8Sjbcbc2wdlQ7OFiUHJkmauRiia3j22P0qlM4eycdby77F1+/0QyvtXATuzQiEplWBEAAmDBhwjNP+R44cKDEtn79+qFfv37P3N+kSZMwadKkZz7fuXPnUieEEGmz1Kx8DPnlX8Q9yIKrlQnWjm4LZ6vnX7pAhs3R0gTrxwQg7Pdo7I5JwHsbzuJGcjbeC/bhrQGJDJhWnAImohdLz1FiyPJ/cTkhE44WCqwd3Q5uNtUz+5z0i6mxDOGDW+LdIC8AwI/7YjF5fTRylbzchchQMQAS6YBHeQUYvuIEYu5mwK6WMdaObgtP+/Jf0E+GSyqVYNorDfG/vr6QSyXYfvYe3vz5Xzx8lPfiFxOR3mEAJNJyOfkqvL3yJKLi02BlaoTfRraFt6OF2GWRjurfug5WjWwDSxM5Tt9KReiio4hNzBS7LCKqYQyARFosV6nCmN9O4cSNFFgo5PhtZBs0dq3aNSfJ8AR62WPL+PbwsDPD7ZQcvL74GI7EJotdFhHVIAZAIi2VX6DG+DVncDg2GWbGMqx8uzV83azFLov0hJeDObaMa4/WnjbIzC3AsBUnsO5EvNhlEVENYQAk0kIFKjUmr4/CvstJUMil+GVYa/h72IpdFukZ21rGWD2qLV5rURsqtYDpf5zHnF2XoFJzhQQifccASKRlVGoB/7fxLHbHJMBYJsXSoa0Q4GUndlmkpxRyGeb190NY1/oAgKWH4vDu6tPIzi8QuTIiqk4MgERaRK0WMP2Pc9gWfQ9yqQThb7ZEUH0HscsiPSeRSDDpZR/8OKgFjOVSRFxMxOBfTiJTKXZlRFRdGACJtIQgCJi5/QJ+P3UHUgkwf2ALdG3sJHZZZEB6+7li3eh2sKtljAv3MrE6Vgo1TwcT6SUGQCItIAgC5uy6hN+O34JEAnzbzw89fV3ELosMkL+HDdaNaQeFXIrL6VKsO3lb7JKIqBowABJpgXkRV7Hs8A0AwJzXmuH1lrxXK4mnvpMFPggpvCbwm72xuJeWI3JFRFTVGACJRBa+/xoW/HMNAPBZr8YY1MZd5IqIgLfa1EFdCwFZ+Sp8sjWG904n0jMMgEQi+vlwHL756woAYPorDTG8fV2RKyIqJJVKMLCeCkYyCf65nITtZ++JXRIRVSEGQCKR/Hb8Fr788xIA4L3g+ngnyEvkioiKczYDxncu/Ln8fMdF3jeYSI8wABKJ4PdTt/Hp1hgAwNjOXpj0srfIFRGVbnQHTzR0tkBKVj6+2HlR7HKIqIowABLVsG3Rd/Hh5nMAgBHtPfFBSANIJBKRqyIqnbFciv+94QupBNgWfQ//XE4UuyQiqgIMgEQ1aE/MfYT9fhaCAAxu644ZrzZm+COt5+tmjVEd6wEAPt4Sg8xcrhBNpOsYAIlqyIGrDzBxXRRUagF9W7rhyz5NGf5IZ7wXXB8edma4n56L/+25InY5RFRJDIBENeBqugTj152FUiXgVV+XwlNqUoY/0h2mxjLMfb0ZgMIJTCdupIhcERFVBgMgUTU7fzcdP1+WIr9AjW6NnfD9gOaQMfyRDgr0ssfA1nUAANM2n0OuUiVyRURUUQyARNUoV6nC2LXRyFNLEFDPFgsGt4CRjB870l3TezSCo4UCcclZ+HFfrNjlEFEF8S8RUTXadPoOEjPyYG0sYNHg5lDIZWKXRFQpVqZGmBXaFADw06E4XLiXLnJFRFQRDIBE1aRApcZPh64DALq4qmGukItcEVHVCGnijJ7NXKBSC/hw8zkUqNRil0RE5cQASFRN/jx/H7dTcmBjZoQAR95HlfTLZ72bwMrUCDF3M/DzkRtil0NE5cQASFQN1GoBi/YXjv4NC/CAMc/8kp5xsFDgk56NAADfR1zFjeQskSsiovJgACSqBv9cTsKVxEyYK+R4q20dscshqhZv+Luho4898grUmLb5HNRqjnQT6QoGQKIqJggCwg9cAwC82c4dVqZGIldEVD0kEgnmvNYMpkYy/HsjBetP3ha7JCIqIwZAoip2PC4FUfFpMJZLMbJDXbHLIapWdWzNMDWkAQBg7q5LSEjPFbkiIioLBkCiKrbo8ehf/1ZucLQwEbkaouo3LNATzetYIzOvAJ9sPQ9B4KlgIm3HAEhUhc7fScfh2GTIpBK808lL7HKIaoRMKsH/3vCFkUyCvy8lYee5+2KXREQvwABIVIWKRv96+bqgjq2ZyNUQ1Zz6ThYY/5I3AOCz7ReQmpUvckVE9DwMgERV5FrSI+y5kAAAGNvZW+RqiGreuM7eaOBkgYdZ+Zi186LY5RDRczAAElWRnw5ehyAAwY2c0MDZQuxyiGqcsVyKr/o2g0QC/BF1FweuJIldEhE9AwMgURW4m5aDLVF3AQDjXuK1f2S4Wrjb4O32hbPfP94Sg0d5BSJXRESlYQAkqgLLDsWhQC0goJ4dWrrbiF0Okaj+r1t91LE1xd20HHz71xWxyyGiUjAAElXSw0d5WH8yHgBH/4gAwMxYjrmv+QIAfo28idO3UkSuiIiexgBIVEkrjt5ErlINXzcrdPC2F7scIq3Qwcce/fzdIAjAB5vOIVepErskInoCAyBRJWTmKvFr5E0AwLjOXpBIJOIWRKRFPunZGA4WClx/kIXw/dfELoeInsAASFQJa/6NR2ZuAbwcaqFbY2exyyHSKlZmRviidxMAwOID13HpfobIFRFREQZAogrKVarw8+EbAArX/ZNKOfpH9LRXmrkgpIkTCtQCPtx8DgUqtdglEREYAIkqbOPpO0h+lIfa1qbo09xV7HKItNasPk1hYSLHuTvpWHH0ptjlEBEYAIkqpEClxk8HrwMARnesCyMZP0pEz+JoaYJPejYCAHwXcQW3HmaJXBER8a8WUQXsOHcPd1JzYFfLGANau4tdDpHW69+qDgK97JCrVGPa5vMQBEHskogMGgMgUTmp1QIWHygc/Xu7Q12YGstErohI+0kkEnz1ui9MjKSIjHuIDSdvi10SkUFjACQqp78vJeJq4iOYK+R4q52H2OUQ6Qx3OzO8360BAGD2rktIzMgVuSIiw8UASFQOgiBg0ePRvyEBHrAyNRK5IiLdMqJ9Xfi5WSEztwCfbo3hqWAikTAAEpVDZNxDRN9Og0Iu1dzwnojKTiaV4Os3fCGXSrD3YiJ2xySIXRKRQWIAJCqHRfsLR//6t6oDBwuFyNUQ6aaGzpYY17nwvtkztsUgLTtf5IqIDA8DIFEZnbuThiPXkiGTSjCmUz2xyyHSaeO7eMPb0RzJj/Lx5Z+XxC6HyOAwABKVUdHoXx8/V9SxNRO5GiLdppDL8HVfX0gkwKbTd3Do6gOxSyIyKAyARGVwLSkTey4UXqs09vGpKyKqHH8PGwwL8AQAfLTlPLLyCsQtiMiAMAASlcHiA3EAgG6NneDjZCFyNUT6Y2pIA9S2NsWd1Bx8u/eK2OUQGQwGQKIXuJOajW3RdwEA417yFrkaIv1SSyHHnNebAQBWHruJM/GpIldEZBgYAIleYNmhOBSoBbT3tkPzOtZil0Okd4LqO+D1lrUhCMCHm84hr0AldklEeo8BkOg5kh/lYf3jW1aN68zRP6Lq8mnPxrCrZYzYpEeaCVdEVH0YAImeY8XRG8grUMPPzQqBXnZil0Okt2xqGePzPk0AAIsOXMOVhEyRKyLSbwyARM+QkavEqmO3ABRe+yeRSESuiEi/9WzmguBGTlCqBHyw+RxUat4mjqi6MAASPcPq47eQmVcAH0dzdG3kJHY5RHpPIpHgy9CmsFDIcfZ2GlYcvSF2SUR6iwGQqBS5ShWWHyn84/NukBekUo7+EdUEZysTTO/RCADw3d6ruJ2SLXJFRPqJAZCoFL+fuo3kR/mobW2K3s1dxS6HyKAMbF0H7erZIkepwvQ/zkMQeCqYqKoxABI9RalS46eDhQs/vxNUD0YyfkyIapJUKsFXr/tCIZfiyLVkbDx9R+ySiPQO/7IRPWXH2Xu4m5YDe3Nj9G9VR+xyiAySp30thHWtDwD4cudFJGXmilwRkX7RmgAYHh4OT09PmJiYoG3btjhx4sRz22/cuBENGzaEiYkJmjVrhl27dhV7PjExEcOHD4erqyvMzMzQvXt3xMbGFmuTm5uL8ePHw87ODubm5ujbty8SExOrvG+kO9RqAYsOFK5B9naHujAxkolcEZHhGtmhLprVtkJGbgFmbrsgdjlEekUrAuCGDRsQFhaGmTNn4syZM/Dz80NISAiSkpJKbX/s2DEMGjQII0eORFRUFEJDQxEaGoqYmBgAgCAICA0NRVxcHLZt24aoqCh4eHggODgYWVlZmv2899572LFjBzZu3IiDBw/i3r17eP3112ukz6SdIi4l4lrSI1go5HirnYfY5RAZNLlMiq/7+kIulWB3TAL2xNwXuyQivaEVAXDevHkYPXo0RowYgcaNG2PJkiUwMzPD8uXLS20/f/58dO/eHVOnTkWjRo0wa9YstGzZEgsXLgQAxMbG4vjx41i8eDFat26NBg0aYPHixcjJycG6desAAOnp6fjll18wb948dOnSBf7+/lixYgWOHTuG48eP11jfSXsIgoBF+68BAIYEeMDSxEjkioiosasl3gmqBwD4dNsFpGcrRa6ISD/IxS4gPz8fp0+fxvTp0zXbpFIpgoODERkZWeprIiMjERYWVmxbSEgItm7dCgDIy8sDAJiYmBTbp0KhwJEjRzBq1CicPn0aSqUSwcHBmjYNGzaEu7s7IiMj0a5duxLvm5eXp9k3AGRkZAAAlEollMqq/aVUtL+q3q820bY+Hrv+EGfvpEMhl2JoW7cqq0vb+lld2E/9ok39HNvRE7vP30dccja+/PMC5oQ2qZL9alMfqxP7+ey2hkz0AJicnAyVSgUnp+IL7To5OeHy5culviYhIaHU9gkJCQD+C3LTp0/HTz/9hFq1auH777/HnTt3cP/+fc0+jI2NYW1t/cz9PG3u3Ln4/PPPS2zfu3cvzMzMytTf8oqIiKiW/WoTbelj+EUpACna2Bfg30P7qnz/2tLP6sZ+6hdt6eerTsCPyXJsPH0XDjnxaGBVdUvDaEsfqxv7+Z/sbK4vKXoArA5GRkb4448/MHLkSNja2kImkyE4OBivvPJKpdaTmj59erGRx4yMDNSpUwfdunWDpaVlVZSuoVQqERERga5du8LISD9PRWpTH8/eScfVyH8hl0ow680g1LY2rbJ9a1M/qxP7qV+0sZ8pOy9h9b+3seO+Od7pGwAz48r9CdPGPlYH9rOkojN4hkz0AGhvbw+ZTFZi9m1iYiKcnZ1LfY2zs/ML2/v7+yM6Ohrp6enIz8+Hg4MD2rZti1atWmn2kZ+fj7S0tGKjgM97X4VCAYVCUWK7kZFRtX2oqnPf2kIb+rj08E0AQJ/mteHpULVhvog29LMmsJ/6RZv6Oa1HY/xz+QFup+Zgwf4b+OTVxlWyX23qY3ViP4u3MXSiTwIxNjaGv78/9u3775SbWq3Gvn37EBAQUOprAgICirUHCod8S2tvZWUFBwcHxMbG4tSpU+jTpw+AwoBoZGRUbD9XrlxBfHz8M9+X9FNsYib2XkyERAKM7VxP7HKI6BnMFXLMfq0ZAGD50RuIvp0mbkFEOkz0EUAACAsLw7Bhw9CqVSu0adMGP/zwA7KysjBixAgAwNChQ1G7dm3MnTsXADB58mQEBQXhu+++Q8+ePbF+/XqcOnUKS5cu1exz48aNcHBwgLu7O86fP4/JkycjNDQU3bp1A1AYDEeOHImwsDDY2trC0tISEydOREBAQKkTQEh/LX687l9IY2d4O1qIXA0RPc9LDR0R2twVW6Pv4cNN57BjYgcYy0UfyyDSOVoRAAcMGIAHDx5gxowZSEhIQPPmzbFnzx7NRI/4+HhIpf99wAMDA7F27Vp88skn+Oijj+Dj44OtW7eiadOmmjb3799HWFgYEhMT4eLigqFDh+LTTz8t9r7ff/89pFIp+vbti7y8PISEhGDRokU102nSCrdTsrHt7D0AwLiXvESuhojKYkavJjgUm4wriZlYcvA6Jr3sI3ZJRDpHKwIgAEyYMAETJkwo9bkDBw6U2NavXz/069fvmfubNGkSJk2a9Nz3NDExQXh4OMLDw8tVK+mPZYfjoFIL6OBtD183a7HLIaIysK1ljJm9GmPy+mgs+CcWrzR1ho8TR++JyoPj5mSwHmTmYcPJ2wA4+keka3r7uaJLQ0coVQI+3HwOKnXVLQtDZAgYAMlgLT96A3kFajSvY42AenZil0NE5SCRSPBlaFOYK+Q4E5+GVZE3xS6JSKcwAJJBSs9RYnXkLQDAuM5ekEgkIldEROXlam2KD19pCAD45q8ruJ3CxX2JyooBkAzS6uO3kJlXgPpO5ghu5PTiFxCRVnqzjTvaeNoiO1+Fj7acr9Ri/0SGpEIB8NKlS5g5cya6dOkCLy8vuLi4wNfXF8OGDcPatWuL3S+XSNvk5Kuw/MgNAMDYzl6QSjn6R6SrpFIJvurbDMZyKQ7HJuOPM3fFLolIJ5QrAJ45cwbBwcFo0aIFjhw5grZt22LKlCmYNWsW3nrrLQiCgI8//hiurq74+uuvGQRJK/1+6jYeZuXDzcYUvXxdxS6HiCqpnoM5pgQXLgXzxc6LeJDJvz1EL1KuZWD69u2LqVOnYtOmTcVun/a0yMhIzJ8/H9999x0++uijytZIVGWUKjWWHooDALwT5AW5jFdBEOmD0R3rYefZ+7h4PwOf7biA8MEtxS6JSKuVKwBevXq1TPfPCwgIQEBAAJRKZYULI6oO26Lv4W5aDuzNFejn7yZ2OURURYxkUvzvDV/0CT+KP8/dxxstk/BSQ0exyyLSWuUa/ijvzZN5s2XSJmq1gMUHrgEARnaoCxMjmcgVEVFValrbCm+39wQAfL3nMtRcG5DomSp0/isnJwdHjhzBxYsXSzyXm5uLVatWVbowoqq292ICrj/IgoWJHG+1cxe7HCKqBuNf8oaFiRyXEzKx/fFtHomopHIHwKtXr6JRo0bo1KkTmjVrhqCgINy/f1/zfHp6OkaMGFGlRRJVliAIWHTgOgBgWIAnLEw4Ok2kj6zNjPFuUOGdfeZFXEV+gVrkioi0U7kD4IcffoimTZsiKSkJV65cgYWFBdq3b4/4+PjqqI+oShy99hDn7qTDxEiKEY9PERGRfhrR3hP25grEp2Rjw0n+bSIqTbkD4LFjxzB37lzY29vD29sbO3bsQEhICDp27Ii4uLjqqJGo0sL3F177N7C1O+zMFSJXQ0TVycxYjkkvewMAfvznGrLzC0SuiEj7lDsA5uTkQC7/b/KwRCLB4sWL0atXLwQFBeHq1atVWiBRZUXFpyIy7iHkUglGd6ondjlEVAMGtnZHHVtTPMjMw4qjN8Uuh0jrlDsANmzYEKdOnSqxfeHChejTpw969+5dJYURVZWia/9ea1Ebta1NRa6GiGqCsVyKsK71AQA/HbyO9GwuS0b0pHIHwNdeew3r1q0r9bmFCxdi0KBBvBcjaY0rCZmIuJgIiQR4t7OX2OUQUQ3q7VcbDZwskJFbgCWHrotdDpFWKXcAnD59Onbt2vXM5xctWgS1mrOuSDssOVj4S797E2d4OZiLXA0R1SSZVIKpIQ0AACuO3kBSRq7IFRFpD94Hi/TW7ZRszTpg4zp7i1wNEYnh5UaOaOlujVylGj/+Eyt2OURao1y3ggOAt99+u0ztli9fXu5iiKrST4euQ6UW0NHHHs3crMQuh4hEIJFI8EH3hhi49DjWn7iN0R3rwcOulthlEYmu3COAK1euxP79+5GWlobU1NRnfhGJKSkzF7+fugOAo39Ehq5dPTsE1XdAgVrAvAiuVEEEVGAEcOzYsVi3bh1u3LiBESNG4K233oKtrW111EZUYb8cuYH8AjVaulujXT3+fBIZuqkhDXDw6gNsP3sP7wZ5oZGLpdglEYmq3COA4eHhuH//Pj744APs2LEDderUQf/+/fHXX39x9i9phfQcJdYcL1z9f1xnb0gkEpErIiKxNa1thZ6+LhAE4Nu/rohdDpHoKjQJRKFQYNCgQYiIiMDFixfRpEkTjBs3Dp6ennj06FFV10hULr9F3sSjvAI0cLJAl4aOYpdDRFri/7rWh0wqwb7LSTh1M0XscohEVelZwFKpFBKJBIIgQKVSVUVNRBWWk6/C8ser/o97yQtSKUf/iKhQPQdz9G/lBgD4es9lnrUig1ahAJiXl4d169aha9euqF+/Ps6fP4+FCxciPj4e5uZca43Es/5kPFKy8uFua4aezVzELoeItMykl32gkEtx8mYqDsYmi10OkWjKHQDHjRsHFxcXfPXVV3j11Vdx+/ZtbNy4ET169IBUymUFSTz5BWosOxQHAHgnqB7kMv48ElFxLlamGBboCQD4LuIa1BwEJANV7lnAS5Ysgbu7O+rVq4eDBw/i4MGDpbb7448/Kl0cUXlsjb6Le+m5cLBQoG9LN7HLISItNTbIC+v+jcflhExEW0jwqtgFEYmg3AFw6NChnFVJWkelFjS3fRvVoS5MjGQiV0RE2sqmljHGdKqH7yKu4s94KT5UqWFkJHZVRDWr3AFw5cqV1VAGUeXsvZCAuAdZsDSR4812HmKXQ0Ra7u0OdbHy2E0kZ+Xj99N3Mbx9PbFLIqpRvEiKdJ4gCAg/cA0AMDzQE+aKcv+/hogMTC2FHOM6F4a+b/ZeRfzDbJErIqpZ5QqA7777Lu7cuVOmths2bMCaNWsqVBRReRyOTUbM3QyYGskwvH1dscshIh0xuLUb6loIyMpTYcqGKBSo1GKXRFRjyjVU4uDggCZNmqB9+/bo1asXWrVqBVdXV5iYmCA1NRUXL17EkSNHsH79eri6umLp0qXVVTeRxqLHo3+D2rjDtpaxyNUQka6Qy6QY4q3CvIsmOBOfhgX/XMN7XeuLXRZRjSjXCOCsWbNw9epVtG/fHosWLUK7du3g7u4OR0dHNGjQAEOHDkVcXByWLl2K48ePw9fXt7rqJgIAnL6ViuNxKTCSSTC6E0f/iKh87EyAL3o3AgAs+CeWdwghg1Hui6WcnJzw8ccf4+OPP0Zqairi4+ORk5MDe3t7eHl5cYYw1ajFj0f/XmtRGy5WpiJXQ0S6qJevCw5fS8GWqLuYvD4au6d0hKUJpwWTfqvU1fI2NjawsbGpqlqIyuVyQgb+vpQEiQR4N8hL7HKISId90acJTt1Kwe2UHHy6NQbzB7YQuySiasVZwKSzFh8oXPevR1MX1HPgLQiJqOIsTIzww4AWkEkl2BZ9D1uiyjbhkUhXMQCSTop/mI0dZ+8BAMZ25ugfEVWev4cNJnXxAQB8uvUCl4YhvcYASDrpp0PXoRaAoPoOaFrbSuxyiEhPjH/JC608bPAor4BLw5BeYwAknZOUkYuNpwpPz4zj6B8RVSG5TIrvBzSHhUKOM/Fp+PGfa2KXRFQtGABJ5/xy5AbyVWr4e9igTV1bscshIj1Tx9YMX77WFACwkEvDkJ6q1CzgTZs24ffff0d8fDzy8/OLPXfmzJlKFUZUmvRsJVYfvwWg8FQNlx0iourQp3ltHLzyAH9waRjSUxUeAfzxxx8xYsQIODk5ISoqCm3atIGdnR3i4uLwyiuvVGWNRBq/Rt5EVr4KDZ0t8FIDR7HLISI99nmfJnC3NcPdtMKlYYj0SYUD4KJFi7B06VIsWLAAxsbG+OCDDxAREYFJkyYhPT29KmskAgBk5xdgxdEbAIBxL3lz9I+IqpWFiRG+H9CcS8OQXqpwAIyPj0dgYCAAwNTUFJmZmQCAIUOGYN26dVVTHdET1p24jdRsJTzszNCjqbPY5RCRAeDSMKSvKhwAnZ2dkZJSeGGsu7s7jh8/DgC4ceMGBEGomuqIHssvUOPnw3EAgHc6eUEu4/wlIqoZXBqG9FGF/4p26dIF27dvBwCMGDEC7733Hrp27YoBAwbgtddeq7ICiQBga9Rd3E/PhaOFAn39a4tdDhEZEC4NQ/qowrOAly5dCrW68H9B48ePh52dHY4dO4bevXvjnXfeqbICiVRqAYsPFt72bXTHelDIZSJXRESGpmhpmMnro7Hwn1h09LFHa08uQ0W6q8IBUCqVQir9bwBx4MCBGDhwYJUURfSkPTEJuJGcBStTIwxq6y52OURkoJ5cGmbK+mjsmtwRVqZcGoZ0U6UupDp8+DDeeustBAQE4O7duwCA3377DUeOHKmS4ogEQcCiA4WnW4YHesJcUamlK4mIKuXppWF4zTvpqgoHwM2bNyMkJASmpqaIiopCXl4eACA9PR1z5sypsgLJsB28+gAX7mXAzFiG4YGeYpdDRAbOwsQIPwwsXBpm+9l72Bp9V+ySiCqkwgHwyy+/xJIlS7Bs2TIYGf03BN6+fXveBYSqzKIDhdf+DWrjDptaxiJXQ0QEtHS3weSXuTQM6bYKB8ArV66gU6dOJbZbWVkhLS2tMjURAQBO3UzBiRspMJJJMLpjPbHLISLSGP+SN1p7cmkY0l2VWgfw2rWSU+GPHDmCevX4x5oqr2j0r29LNzhbmYhcDRHRf2RSCZeGIZ1W4QA4evRoTJ48Gf/++y8kEgnu3buHNWvW4P3338fYsWOrskYyQJfuZ+Cfy0mQSoB3grzELoeIqAQ3m8KlYQBg4T+xOHkzReSKiMquwlMqp02bBrVajZdffhnZ2dno1KkTFAoF3n//fUycOLEqayQDtPjx6F+PZi6oa19L5GqIiErHpWFIV1VoBFClUuHw4cMYP348UlJSEBMTg+PHj+PBgweYNWtWVddIBuZmchZ2nrsHABjbmaN/RKTduDQM6aIKBUCZTIZu3bohNTUVxsbGaNy4Mdq0aQNzc/Oqro8M0E+H4qAWgM4NHNDE1UrscoiInuvppWG2RHFpGNJ+Fb4GsGnTpoiLi6vKWoiQmJGLzafvACicZUdEpAueXBpmxjYuDUPar1LrAL7//vvYuXMn7t+/j4yMjGJfRBXx8+E45KvUaO1pw/tsEpFOeXJpmMlcGoa0XIUDYI8ePXD27Fn07t0bbm5usLGxgY2NDaytrWFjY1OVNZKBSMvOx5p/4wEA4zj6R0Q6RrM0jIkcUVwahrRchWcB79+/vyrrIMKvx24hO1+Fxi6W6FzfQexyiIjKzc3GDLNfa4ZJ66Kw8J9YdPSx59kM0koVHgEMCgp65pednV259xceHg5PT0+YmJigbdu2OHHixHPbb9y4EQ0bNoSJiQmaNWuGXbt2FXv+0aNHmDBhAtzc3GBqaorGjRtjyZIlxdokJCRgyJAhcHZ2Rq1atdCyZUts3ry53LVT5WXlFWDFsRsACmf+SiQSkSsiIqqY3n6ueL1lbagFYMr6aKTnKMUuiaiECgfAp2VmZmLp0qVo06YN/Pz8yvXaDRs2ICwsDDNnzsSZM2fg5+eHkJAQJCUlldr+2LFjGDRoEEaOHImoqCiEhoYiNDQUMTExmjZhYWHYs2cPVq9ejUuXLmHKlCmYMGECtm/frmkzdOhQXLlyBdu3b8f58+fx+uuvo3///oiKiqrYN4EqbN2JeKRlK+FpZ4YezVzELoeIqFI+782lYUi7VToAHjp0CMOGDYOLiwu+/fZbdOnSBcePHy/XPubNm4fRo0djxIgRmpE6MzMzLF++vNT28+fPR/fu3TF16lQ0atQIs2bNQsuWLbFw4UJNm2PHjmHYsGHo3LkzPD09MWbMGPj5+RUbWTx27BgmTpyINm3aoF69evjkk09gbW2N06dPV+ybQRWSV6DGssOFM8rfDfKCTMrRPyLSbVwahrRdhQJgQkICvvrqK/j4+KBfv36wtLREXl4etm7diq+++gqtW7cu877y8/Nx+vRpBAcH/1eUVIrg4GBERkaW+prIyMhi7QEgJCSkWPvAwEBs374dd+/ehSAI2L9/P65evYpu3boVa7NhwwakpKRArVZj/fr1yM3NRefOnctcP1Xetuh7SMzIg5OlAq+1rC12OUREVYJLw5A2K/ckkF69euHQoUPo2bMnfvjhB3Tv3h0ymazE9XVllZycDJVKBScnp2LbnZyccPny5VJfk5CQUGr7hIQEzeMFCxZgzJgxcHNzg1wuh1QqxbJly9CpUydNm99//x0DBgyAnZ0d5HI5zMzMsGXLFnh7lz4DNS8vD3l5eZrHRcvdKJVKKJVVe41H0f6qer/aRKlUQi0APx0uvPZvZHtPSAU1lEr9WjrBEI4lwH7qG0PoZ030cUwHDxy6moRTt9Iwaf0ZrB3ZGkayKrv6qkwM4VgC5eunvn8vyqLcAXD37t2YNGkSxo4dCx8fn+qoqUosWLAAx48fx/bt2+Hh4YFDhw5h/PjxcHV11Ywefvrpp0hLS8Pff/8Ne3t7bN26Ff3798fhw4fRrFmzEvucO3cuPv/88xLb9+7dCzMzs2rpR0RERLXsV1tEP5QgPiUHZnIB1g8vYNeuC2KXVG30/VgWYT/1iyH0s7r72NMOuHBHhujb6Xhv2V70cBfnP7mGcCyBsvUzO5ujseUOgEeOHMEvv/wCf39/NGrUCEOGDMHAgQMrXIC9vT1kMhkSExOLbU9MTISzs3Opr3F2dn5u+5ycHHz00UfYsmULevbsCQDw9fVFdHQ0vv32WwQHB+P69etYuHAhYmJi0KRJEwCAn58fDh8+jPDw8FJHNKdPn46wsDDN44yMDNSpUwfdunWDpaVlhb8HpVEqlYiIiEDXrl1hZKSfNxbPz8/H/74rXE5oVEdvvNZFP+/7awjHEmA/9Y0h9LMm+2jtdR/vbTyPiHtSDH+lLVp51Nx6uYZwLIHy9ZM3rKhAAGzXrh3atWuHH374ARs2bMDy5csRFhYGtVqNiIgI1KlTBxYWFmXen7GxMfz9/bFv3z6EhoYCANRqNfbt24cJEyaU+pqAgADs27cPU6ZM0WyLiIhAQEAAgP9OyUqlxYfZZTIZ1OrC/3kVpf/ntXmaQqGAQqEosd3IyKjaPlTVuW+xHY9Lwd1sCcyMZXi7Yz297WcRfT6WT2I/9Ysh9LMm+viavzsOX0/BH2fu4v1NMdg1uSOsTGv2+2oIxxIoWz8N4fvwIhW+EKFWrVp4++23ceTIEZw/fx7/93//h6+++gqOjo7o3bt3ufYVFhaGZcuW4ddff8WlS5cwduxYZGVlYcSIEQAKl2uZPn26pv3kyZOxZ88efPfdd7h8+TI+++wznDp1ShMYLS0tERQUhKlTp+LAgQO4ceMGVq5ciVWrVuG1114DADRs2BDe3t545513cOLECVy/fh3fffcdIiIiNEGUqtf2c/cBAL18XWBtZixyNURE1euLPk25NAxpjSq5ErVBgwb43//+hzt37mDdunXlfv2AAQPw7bffYsaMGWjevDmio6OxZ88ezUSP+Ph43L9/X9M+MDAQa9euxdKlS+Hn54dNmzZh69ataNq0qabN+vXr0bp1a7z55pto3LgxvvrqK8yePRvvvvsugML0v2vXLjg4OKBXr17w9fXFqlWr8Ouvv6JHjx6V/I7Qi+QVqPDXhcLT+L18Sz/VT0SkT8wVcszn0jCkJSp8K7jSyGQyzaLM5TVhwoRnnvI9cOBAiW39+vVDv379nrk/Z2dnrFix4rnv6ePjwzt/iOTQ1WRk5BbAykio0WthiIjE1MLdBlNe9sF3EVcxY9sFtPKwhbtd9UwiJHqemp2LTvTY9rP3AAAt7AUu/ExEBmXcS95o7WmDR3kFmLwhCkqVfi19RbqBAZBqXHZ+Af6+WHj619+ev/iIyLDIpBJ8P6A5LEzkiIpPw4J9sWKXRAaIAZBqXMTFROQoVfCwNUOdWmJXQ0RU89xszDD7tcL1Zhfuv4YTN1JErogMDQMg1bjt0YWnf1/1dYaEZ3+JyED19nPF6y1rQy0A722IRnoO705BNadSk0BiY2Oxf/9+JCUllVg7b8aMGZUqjPRTWnY+DsU+AAC82swZV09dFbkiIiLxfNGnKU7dTEV8SjambjyLHwe1gImRTOyyyABUOAAuW7YMY8eOhb29PZydnSF5YihHIpEwAFKpdsckQKkS0MjFEt6O5mD8IyJDVrQ0zBtLIrH3YiJeXXAEs0Obom09O7FLIz1X4QD45ZdfYvbs2fjwww+rsh7Sc0Wnf3v7uYpcCRGRdmjhboMVw1sj7PdoXEt6hAFLj6NvSzd81KMh7MxL3n2KqCpU+BrA1NTU567DR/S0xIxcHL/xEADQy89F5GqIiLRHp/oO2BfWGYPbukMiATafuYMu3x3EuhPxUKt5xxCqehUOgP369cPevXurshbSczvP3YcgAP4eNnCz4cKnRERPsjIzwpzXmuGPsYFo7GKJ9Bwlpv9xHm8sOYaL9zLELo/0TIVPAXt7e+PTTz/F8ePH0axZsxI3Vp40aVKliyP9UrT4c5/mPP1LRPQsLdxtsH1Ce/waeQvz9l7Bmfg09Fp4BMMDPfFe1/owV1TpTbzIQFX4p2jp0qUwNzfHwYMHcfDgwWLPSSQSBkAq5tbDLJy9nQaZVIIezXj6l4joeeQyKUZ2qIuezVwwa+dF/Hn+Pn45cgN/nruPmb0ao3vT4pMvicqrQgFQEAQcOHAAjo6OMDU1reqaSA8VTf4I9LKDPS9qJiIqE2crE4S/2RL9riRhxrYLiE/Jxtg1Z/BSAwe8E+SFFu7WUMi5bAyVX4UDoI+PDy5cuAAfH5+qron0jCAImtO/nP1LRFR+nRs4Yu97dgjffw1LDl7H/isPsP/KAyjkUvh72CCgnh3aednBz80axnLe44FerEIBUCqVwsfHBw8fPmQApBe6nJCJ2KRHMJZLEdLUWexyiIh0komRDP/XrQFCW9TGgn2xOHLtIZIf5eHY9Yc4dv0hEAGYGEnRysMWAV52aFfPFr5u1mKXTVqqwtcAfvXVV5g6dSoWL16Mpk2bVmVNpGeKRv9eauAASxOjF7QmIqLn8XIwxw8DW0AQBFx/8AiRcSk4fv0hjsc9xMOsfBy5lowj15IBAGbGMvi7W8MqXwLX22lo4WEHuYwjhFSJADh06FBkZ2fDz88PxsbGJa4FTEnhja2p8PTvDs3p39oiV0NEpD8kEgm8HS3g7WiBIe08IAgCYpMeIfJxGDwe9xCp2UocvvYQgAw7l55ALWMZWte1Rbt6dgioZ4cmrpYMhAaqwgHwhx9+qMIySF+diU/DndQc1DKW4eVGjmKXQ0SktyQSCeo7WaC+kwWGBXpCrRZwNSkTR64mYVvkJcTnGiM9pwAHrjzAgSuF92S3UMjRuq5t4TWE9ezQ2NUSMilnFxuCCgfAYcOGVWUdpKeKRv9CmjjzBudERDVIKpWgobMlvOxM4ZB6Ad27v4RrD3NwPC4Fkdcf4t8bD5GZW4B/Lifhn8tJAAALEznaFo0QetmhkbMlpAyEeqnCATA+Pv65z7u7u1d016QnClRq7Dx3HwDQi4s/ExGJSiqVoImrFZq4WmFkh7pQqQVcup+hOWV84kYKMnML8PelJPx9qTAQWpkaFQuEDZwsGAj1RIUDoKen53MXoVSpVBXdNemJ43EpSH6UBxszI3Twthe7HCIieoJMKkHT2lZoWtsKozvVQ4FKjYtPBMKTN1ORnqPE3ouJ2HsxEQBgY2aEtnXtHs8ytkN9J3MuSK2jKhwAo6Kiij1WKpWIiorCvHnzMHv27EoXRrpvW/RdAECPZi4w4kXGRERaTS6TwtfNGr5u1ngnyAsFKjXO300vPGUc9xCnbqYgNVuJPRcSsOdCAgDArpYx2tYrvIYwwMsOXg4MhLqiwgHQz8+vxLZWrVrB1dUV33zzDV5//fVKFUa6La9ApfkFwcWfiYh0j1wmRQt3G7Rwt8HYzl5QqtQ4dyddM8P45M0UPMzKx67zCdh1vvD3vb25Au3q/XfKuJ59LQZCLVXld5Ru0KABTp48WdW7JR1z4MoDZOYWwMXKBK09bcUuh4iIKslIVnjXEX8PG4x/yRv5BWqcu5NWeMr4xkOcupmK5Ed52Hnuvub6b0cLhSYMtqtnB087MwZCLVHhAJiRkVHssSAIuH//Pj777DPeHYQ0iz+/6uvCC4aJiPSQsVyKVp62aOVpi4nwQV6BCtHxaY9PGSfjTHwakjLzsP3sPc3fBGdLE7SrZ6sJhO62DIRiqXAAtLa2LnHQBEFAnTp1sH79+koXRrorK68A+y4VXjDMxZ+JiAyDQi5D23p2aFvPDpPhg1ylClHxaTge9xCRcQ8RHZ+GhIxcbI2+h63RhYHQ1coE7R6HwYB6dqhjayZyLwxHhQPg/v37iz2WSqVwcHCAt7c35PIqP7NMOiTiYiJylWrUta+FprUtxS6HiIhEYGIkQ4BX4enf9wDkKlU4cysVkY+vIYy+nYZ76bn448xd/HGmcNJgbWtTzehggJcdalubPv9NqMIqnNSCgoKqsg7SI9s1t35z5dA+EREBKAyEgd72CHy8LFh2fgHO3EpDZFwyIq8/xLk76bibloNNp+9g0+k7AAB3WzO83d4Tw9vXFbN0vVThAPjw4UPY2dkBAG7fvo1ly5YhJycHvXr1QqdOnaqsQNItqVn5OHS18BZDvbn4MxERPYOZsRwdfOzRwacwEGblFeDUrdTCU8bXH+L83XTEp2QjX6UWuVL9VO4AeP78efTq1Qu3b9+Gj48P1q9fj+7duyMrKwtSqRTff/89Nm3ahNDQ0Gool7Tdrpj7KFALaOJqCS8Hc7HLISIiHVFLIUdQfQcE1XcAADzKK8DJmynwceTfkupQ7tV5P/jgAzRr1gyHDh1C586d8eqrr6Jnz55IT09Hamoq3nnnHXz11VfVUSvpgO3R/53+JSIiqihzhRwvNXCEmw0nhlSHco8Anjx5Ev/88w98fX3h5+eHpUuXYty4cZBKC7PkxIkT0a5duyovlLRfQnouTtxMAQC8ygBIRESktco9ApiSkgJnZ2cAgLm5OWrVqgUbGxvN8zY2NsjMzKy6Ckln7Dx3D4IAtPa04cwtIiIiLVahG7Q+PbOTMz0JKD77l4iIiLRXhWYBDx8+HAqFAgCQm5uLd999F7Vq1QIA5OXlVV11pDNuJGfh3J10yKQS9GjmInY5RERE9BzlDoDDhg0r9vitt94q0Wbo0KEVr4h00o7Ho38dvO1hZ64QuRoiIiJ6nnIHwBUrVlRHHaTDBEHAtujCVdx5+peIiEj7VegaQKInXbyfgesPsqCQS9GtiZPY5RAREdELMABSpRVN/ujS0BEWJkYiV0NEREQvwgBIlaJWC9h59j4Anv4lIiLSFQyAVCln4lNxNy2ncMX2ho5il0NERERlwABIlVJ0+rdbEyeYGMlEroaIiIjKggGQKqxApcau8zz9S0REpGsYAKnCjl1/iORH+bCtZYz23vZil0NERERlxABIFVZ0+rdnMxcYyfijREREpCv4V5sqJFepwl8xCQCA3s15+peIiEiXMABShRy4koTMvAK4WpnA391G7HKIiIioHBgAqUKKTv/28nOFVCoRuRoiIiIqDwZAKrfMXCX2XUoCUBgAiYiISLcwAFK5RVxMRF6BGvUcaqGJq6XY5RAREVE5MQBSuRWd/u3t5wqJhKd/iYiIdA0DIJVLSlY+jsQmA+Diz0RERLqKAZDKZdf5+yhQC2ha2xL1HMzFLoeIiIgqgAGQyqXo9G8fv9oiV0JEREQVxQBIZXYvLQcnbqRAIgFe9XMRuxwiIiKqIAZAKrOd5wpH/1p72sLFylTkaoiIiKiiGACpzJ6c/UtERES6iwGQyiTuwSPE3M2AXCpBj2Y8/UtERKTLGACpTIpG/zr42MO2lrHI1RAREVFlMADSCwmCwNO/REREeoQBkF7owr0MxD3IgkIuRbcmzmKXQ0RERJXEAEgvtOPx6F9wIyeYK+QiV0NERESVxQBIz6VWC5oA2Iunf4mIiPSC1gTA8PBweHp6wsTEBG3btsWJEyee237jxo1o2LAhTExM0KxZM+zatavY848ePcKECRPg5uYGU1NTNG7cGEuWLCmxn8jISHTp0gW1atWCpaUlOnXqhJycnCrtmy47dSsV99JzYaGQo3MDB7HLISIioiqgFQFww4YNCAsLw8yZM3HmzBn4+fkhJCQESUlJpbY/duwYBg0ahJEjRyIqKgqhoaEIDQ1FTEyMpk1YWBj27NmD1atX49KlS5gyZQomTJiA7du3a9pERkaie/fu6NatG06cOIGTJ09iwoQJkEq14tuiFbafvQsACGnqDBMjmcjVEBERUVXQiqQzb948jB49GiNGjNCM1JmZmWH58uWltp8/fz66d++OqVOnolGjRpg1axZatmyJhQsXatocO3YMw4YNQ+fOneHp6YkxY8bAz8+v2Mjie++9h0mTJmHatGlo0qQJGjRogP79+0OhUFR7n3WBUqXGrvMJADj7l4iISJ+IHgDz8/Nx+vRpBAcHa7ZJpVIEBwcjMjKy1NdERkYWaw8AISEhxdoHBgZi+/btuHv3LgRBwP79+3H16lV069YNAJCUlIR///0Xjo6OCAwMhJOTE4KCgnDkyJFq6KVuOnotGSlZ+bA3N0agl53Y5RAREVEVEX1KZ3JyMlQqFZycnIptd3JywuXLl0t9TUJCQqntExISNI8XLFiAMWPGwM3NDXK5HFKpFMuWLUOnTp0AAHFxcQCAzz77DN9++y2aN2+OVatW4eWXX0ZMTAx8fHxKvG9eXh7y8vI0jzMyMgAASqUSSqWyAr1/tqL9VfV+y2Nb1B0AQPcmThDUKijVqirdvzb0sSawn/qF/dQfhtBHgP18XltDJnoArC4LFizA8ePHsX37dnh4eODQoUMYP348XF1dERwcDLVaDQB45513MGLECABAixYtsG/fPixfvhxz584tsc+5c+fi888/L7F97969MDMzq5Z+REREVMt+XyRfBew6LwMggd2jG9i160a1vZdYfaxp7Kd+YT/1hyH0EWA/n5SdnV0DlWg30QOgvb09ZDIZEhMTi21PTEyEs3Ppiw47Ozs/t31OTg4++ugjbNmyBT179gQA+Pr6Ijo6Gt9++y2Cg4Ph4lJ4P9vGjRsX20+jRo0QHx9f6vtOnz4dYWFhmscZGRmoU6cOunXrBktLy3L0+sWUSiUiIiLQtWtXGBkZVem+y2LPhUTknTgLVysTjOvfEVKppMrfQ+w+1hT2U7+wn/rDEPoIsJ+lKTqDZ8hED4DGxsbw9/fHvn37EBoaCgBQq9XYt28fJkyYUOprAgICsG/fPkyZMkWzLSIiAgEBAQD+OyX79GxemUymGfnz9PSEq6srrly5UqzN1atX8corr5T6vgqFotQJIkZGRtX2oarOfT/PrpjCgN27eW0oFNV771+x+ljT2E/9wn7qD0PoI8B+Pt3G0IkeAIHCJVuGDRuGVq1aoU2bNvjhhx+QlZWlOTU7dOhQ1K5dW3NadvLkyQgKCsJ3332Hnj17Yv369Th16hSWLl0KALC0tERQUBCmTp0KU1NTeHh44ODBg1i1ahXmzZsHAJBIJJg6dSpmzpwJPz8/NG/eHL/++isuX76MTZs2ifON0BIZuUrsu1y4BA9n/xIREekfrQiAAwYMwIMHDzBjxgwkJCSgefPm2LNnj2aiR3x8fLHRvMDAQKxduxaffPIJPvroI/j4+GDr1q1o2rSpps369esxffp0vPnmm0hJSYGHhwdmz56Nd999V9NmypQpyM3NxXvvvYeUlBT4+fkhIiICXl5eNdd5LbT3QiLyC9TwdjRHIxcLscshIiKiKqYVARAAJkyY8MxTvgcOHCixrV+/fujXr98z9+fs7IwVK1a88H2nTZuGadOmlblOQ7D98a3fevu5QiKp+mv/iIiISFyirwNI2uXhozwcvZYMgKd/iYiI9BUDIBWz6/x9qNQCfN2s4GlfS+xyiIiIqBowAFIxT57+JSIiIv3EAEgad9NycPJmKiQS4FVfBkAiIiJ9xQBIGjsfj/618bSFs5WJyNUQERFRdWEAJI2i0799mtcWuRIiIiKqTgyABAC4lvQIF+5lQC6V4JWmpd+Cj4iIiPQDAyAB+G/0r1N9B9jUqt5bvxEREZG4GAAJgiBgB2f/EhERGQwGQELM3QzcSM6CiZEUXRs7iV0OERERVTMGQML2s3cBAC83ckIthdbcHZCIiIiqCQOggVOrBew8dx8AT/8SEREZCgZAA3fyZgrup+fCwkSOzg0cxC6HiIiIagADoIErmv37SlNnKOQykashIiKimsAAaMCUKjV2nS86/cvFn4mIiAwFA6ABOxKbjNRsJezNFQjwshO7HCIiIqohDIAGrOj076u+LpBJJSJXQ0RERDWFAdBA5eSrsPdCAgCgF2f/EhERGRQGQAP1z+UkZOWr4GZjipbu1mKXQ0RERDWIAdBAFS3+3MvPFRIJT/8SEREZEgZAA5SRq8T+Kw8AcPFnIiIiQ8QAaID+iklAfoEaPo7maOhsIXY5REREVMMYAA1Q0ezfPs15+peIiMgQMQAamLTsfBy9lgyAs3+JiIgMFQOggTkUmwy1ADRwsoCHXS2xyyEiIiIRMAAamANXkgAAnRs6iFwJERERiYUB0ICo1QIOPp7927m+o8jVEBERkVgYAA1IzL10PMzKh7lCjlaeNmKXQ0RERCJhADQg+y8Xjv518LaHkYyHnoiIyFAxBRiQA1cLr/97idf/ERERGTQGQAORkpWP6NtpAIAgXv9HRERk0BgADcShqw8gCEAjF0s4W5mIXQ4RERGJiAHQQGiWf2nA079ERESGjgHQAKjUAg5eLZwA8lIDnv4lIiIydAyABuDcnTSkZithYSJHS3drscshIiIikTEAGoD9jxd/7uTjADmXfyEiIjJ4TAMG4ODj6/+CeP0fERERgQFQ7yU/ysPZO+kAgM71GQCJiIiIAVDvHXo8+aOJqyUcLbn8CxERETEA6r2i6/84+5eIiIiKMADqMZVawOHYwgDI9f+IiIioCAOgHrtwLx1p2UpYKORoXsda7HKIiIhISzAA6rEj15IBAO287Lj8CxEREWkwFeixY9ceAgDae9mJXAkRERFpEwZAPZWrVOHkzRQAQHtve5GrISIiIm3CAKinztxKRV6BGo4WCng7motdDhEREWkRBkA9dfR64fV/7b3tIZFIRK6GiIiItAkDoJ46UnT9H0//EhER0VMYAPVQeo4S5++kAQDae3MCCBERERXHAKiH/o17CLUA1LOvBRcrU7HLISIiIi3DAKiHjl777/o/IiIioqcxAOqho9eLrv/j6V8iIiIqiQFQzySk5+Ja0iNIJEC7egyAREREVBIDoJ459nj5l2a1rWBtZixyNURERKSNGAD1TNH9fwO9eP0fERERlY4BUI8IgqC5/28HTgAhIiKiZ2AA1CNxyVlIyMiFsVyKVp42YpdDREREWooBUI8ULf/i724DEyOZyNUQERGRtmIA1CNFAbCDD0//EhER0bMxAOoJlVpA5OP1/wK9uPwLERERPRsDoJ6IuZuOjNwCWJjI0ay2ldjlEBERkRZjANQTRx+v/9eunh3kMh5WIiIiejatSQrh4eHw9PSEiYkJ2rZtixMnTjy3/caNG9GwYUOYmJigWbNm2LVrV7HnHz16hAkTJsDNzQ2mpqZo3LgxlixZUuq+BEHAK6+8AolEgq1bt1ZVl2qU5v6/PP1LREREL6AVAXDDhg0ICwvDzJkzcebMGfj5+SEkJARJSUmltj927BgGDRqEkSNHIioqCqGhoQgNDUVMTIymTVhYGPbs2YPVq1fj0qVLmDJlCiZMmIDt27eX2N8PP/wAiURSbf2rbrlKFU7eTAXACSBERET0YloRAOfNm4fRo0djxIgRmpE6MzMzLF++vNT28+fPR/fu3TF16lQ0atQIs2bNQsuWLbFw4UJNm2PHjmHYsGHo3LkzPD09MWbMGPj5+ZUYWYyOjsZ33333zPfSBadvpSK/QA1HCwW8HMzFLoeIiIi0nFzsAvLz83H69GlMnz5ds00qlSI4OBiRkZGlviYyMhJhYWHFtoWEhBQ7fRsYGIjt27fj7bffhqurKw4cOICrV6/i+++/17TJzs7G4MGDER4eDmdn5xfWmpeXh7y8PM3jjIwMAIBSqYRSqSxTf8uqaH9l2e/+y4kAgPZetigoKKjSOqpTefqoy9hP/cJ+6g9D6CPAfj6vrSETPQAmJydDpVLBycmp2HYnJydcvny51NckJCSU2j4hIUHzeMGCBRgzZgzc3Nwgl8shlUqxbNkydOrUSdPmvffeQ2BgIPr06VOmWufOnYvPP/+8xPa9e/fCzMysTPsor4iIiBe2+fOsDIAElll3sGvX7WqpozqVpY/6gP3UL+yn/jCEPgLs55Oys7NroBLtJnoArC4LFizA8ePHsX37dnh4eODQoUMYP348XF1dERwcjO3bt+Off/5BVFRUmfc5ffr0YiOPGRkZqFOnDrp16wZLS8sqrV+pVCIiIgJdu3aFkZHRM9slZOTifuQhSCTA+Ddeho2ZcZXWUZ3K2kddx37qF/ZTfxhCHwH2szRFZ/AMmegB0N7eHjKZDImJicW2JyYmPvO0rLOz83Pb5+Tk4KOPPsKWLVvQs2dPAICvry+io6Px7bffIjg4GP/88w+uX78Oa2vrYvvp27cvOnbsiAMHDpR4X4VCAYVCUWK7kZFRtX2oXrTvyLjCUU8/N2s4WtWqlhqqW3V+/7QJ+6lf2E/9YQh9BNjPp9sYOtEngRgbG8Pf3x/79u3TbFOr1di3bx8CAgJKfU1AQECx9kDhkG9R+6Jr8qTS4t2TyWRQq9UAgGnTpuHcuXOIjo7WfAHA999/jxUrVlRV96rdnguFAbBTfQeRKyEiIiJdIfoIIFC4ZMuwYcPQqlUrtGnTBj/88AOysrIwYsQIAMDQoUNRu3ZtzJ07FwAwefJkBAUF4bvvvkPPnj2xfv16nDp1CkuXLgUAWFpaIigoCFOnToWpqSk8PDxw8OBBrFq1CvPmzQNQOIpY2giju7s76tatW0M9r5yo+FTsv1K4VE6f5q4iV0NERES6QisC4IABA/DgwQPMmDEDCQkJaN68Ofbs2aOZ6BEfH19sNC8wMBBr167FJ598go8++gg+Pj7YunUrmjZtqmmzfv16TJ8+HW+++SZSUlLg4eGB2bNn4913363x/lWHXKUKUzedgyAAr7eozeVfiIiIqMy0IgACwIQJEzBhwoRSnyvterx+/fqhX79+z9yfs7NzuU/lCoJQrvZi+nFfLK4lPYK9uQIzejUWuxwiIiLSIaJfA0jld/5OOn46FAcA+DK0Cax1aOYvERERiY8BUMfkFajwfxujoVIL6NnMBd2buohdEhEREekYrTkFTM+Xq1ThQWYelh+9gauJj2BXyxhf9GkidllERESkgxgAtdDu8/ex6/w9XL4pxY/XjuJBZh4ycovf4m32a81gZ15yTUIiIiKiF2EA1EJXEx9hx7kEFJ6hz9JsN5ZJ4WChwKA2ddC96YvvXUxERERUGgZALdSxvj0UcuDutUvo2rENXKxrwdHCBJamckgkErHLIyIiIh3HAKiFWrrboJmLOXalX0RAPTvesoaIiIiqFGcBExERERkYBkAiIiIiA8MASERERGRgGACJiIiIDAwDIBEREZGBYQAkIiIiMjAMgEREREQGhgGQiIiIyMAwABIREREZGAZAIiIiIgPDAEhERERkYBgAiYiIiAwMAyARERGRgZGLXYAuEwQBAJCRkVHl+1YqlcjOzkZGRgaMjIyqfP/awBD6CLCf+ob91B+G0EeA/SxN0d/tor/jhogBsBIyMzMBAHXq1BG5EiIiIiqvzMxMWFlZiV2GKCSCIcffSlKr1bh37x4sLCwgkUiqdN8ZGRmoU6cObt++DUtLyyrdt7YwhD4C7Ke+YT/1hyH0EWA/SyMIAjIzM+Hq6gqp1DCvhuMIYCVIpVK4ublV63tYWlrq9QcWMIw+AuynvmE/9Ych9BFgP59mqCN/RQwz9hIREREZMAZAIiIiIgPDAKilFAoFZs6cCYVCIXYp1cYQ+giwn/qG/dQfhtBHgP2k0nESCBEREZGB4QggERERkYFhACQiIiIyMAyARERERAaGAZCIiIjIwDAAiiQ8PByenp4wMTFB27ZtceLEiee237hxIxo2bAgTExM0a9YMu3btqqFKK6c8/Vy5ciUkEkmxLxMTkxqstmIOHTqEXr16wdXVFRKJBFu3bn3haw4cOICWLVtCoVDA29sbK1eurPY6K6u8/Txw4ECJ4ymRSJCQkFAzBVfA3Llz0bp1a1hYWMDR0RGhoaG4cuXKC1+na5/PivRTFz+fixcvhq+vr2Zh4ICAAOzevfu5r9G1Y1nePuricSzNV199BYlEgilTpjy3na4dz5rEACiCDRs2ICwsDDNnzsSZM2fg5+eHkJAQJCUlldr+2LFjGDRoEEaOHImoqCiEhoYiNDQUMTExNVx5+ZS3n0DhCu7379/XfN26dasGK66YrKws+Pn5ITw8vEztb9y4gZ49e+Kll15CdHQ0pkyZglGjRuGvv/6q5korp7z9LHLlypVix9TR0bGaKqy8gwcPYvz48Th+/DgiIiKgVCrRrVs3ZGVlPfM1uvj5rEg/Ad37fLq5ueGrr77C6dOncerUKXTp0gV9+vTBhQsXSm2vi8eyvH0EdO84Pu3kyZP46aef4Ovr+9x2ung8a5RANa5NmzbC+PHjNY9VKpXg6uoqzJ07t9T2/fv3F3r27FlsW9u2bYV33nmnWuusrPL2c8WKFYKVlVUNVVc9AAhbtmx5bpsPPvhAaNKkSbFtAwYMEEJCQqqxsqpVln7u379fACCkpqbWSE3VISkpSQAgHDx48JltdPXz+aSy9FMfPp+CIAg2NjbCzz//XOpz+nAsBeH5fdT145iZmSn4+PgIERERQlBQkDB58uRnttWX41ldOAJYw/Lz83H69GkEBwdrtkmlUgQHByMyMrLU10RGRhZrDwAhISHPbK8NKtJPAHj06BE8PDxQp06dF/4vVlfp4vGsjObNm8PFxQVdu3bF0aNHxS6nXNLT0wEAtra2z2yjD8ezLP0EdPvzqVKpsH79emRlZSEgIKDUNrp+LMvSR0C3j+P48ePRs2fPEsepNLp+PKsbA2ANS05OhkqlgpOTU7HtTk5Oz7w2KiEhoVzttUFF+tmgQQMsX74c27Ztw+rVq6FWqxEYGIg7d+7URMk15lnHMyMjAzk5OSJVVfVcXFywZMkSbN68GZs3b0adOnXQuXNnnDlzRuzSykStVmPKlClo3749mjZt+sx2uvj5fFJZ+6mrn8/z58/D3NwcCoUC7777LrZs2YLGjRuX2lZXj2V5+qirxxEA1q9fjzNnzmDu3Lllaq+rx7OmyMUugKhIQEBAsf+1BgYGolGjRvjpp58wa9YsESujimjQoAEaNGigeRwYGIjr16/j+++/x2+//SZiZWUzfvx4xMTE4MiRI2KXUq3K2k9d/Xw2aNAA0dHRSE9Px6ZNmzBs2DAcPHjwmQFJF5Wnj7p6HG/fvo3JkycjIiJCJyetaCMGwBpmb28PmUyGxMTEYtsTExPh7Oxc6mucnZ3L1V4bVKSfTzMyMkKLFi1w7dq16ihRNM86npaWljA1NRWpqprRpk0bnQhUEyZMwM6dO3Ho0CG4ubk9t60ufj6LlKefT9OVz6exsTG8vb0BAP7+/jh58iTmz5+Pn376qURbXT2W5enj03TlOJ4+fRpJSUlo2bKlZptKpcKhQ4ewcOFC5OXlQSaTFXuNrh7PmsJTwDXM2NgY/v7+2Ldvn2abWq3Gvn37nnnNRkBAQLH2ABAREfHcazzEVpF+Pk2lUuH8+fNwcXGprjJFoYvHs6pER0dr9fEUBAETJkzAli1b8M8//6Bu3bovfI0uHs+K9PNpuvr5VKvVyMvLK/U5XTyWpXleH5+mK8fx5Zdfxvnz5xEdHa35atWqFd58801ER0eXCH+A/hzPaiP2LBRDtH79ekGhUAgrV64ULl68KIwZM0awtrYWEhISBEEQhCFDhgjTpk3TtD969Kggl8uFb7/9Vrh06ZIwc+ZMwcjISDh//rxYXSiT8vbz888/F/766y/h+vXrwunTp4WBAwcKJiYmwoULF8TqQplkZmYKUVFRQlRUlABAmDdvnhAVFSXcunVLEARBmDZtmjBkyBBN+7i4OMHMzEyYOnWqcOnSJSE8PFyQyWTCnj17xOpCmZS3n99//72wdetWITY2Vjh//rwwefJkQSqVCn///bdYXXihsWPHClZWVsKBAweE+/fva76ys7M1bfTh81mRfuri53PatGnCwYMHhRs3bgjnzp0Tpk2bJkgkEmHv3r2CIOjHsSxvH3XxOD7L07OA9eF41iQGQJEsWLBAcHd3F4yNjYU2bdoIx48f1zwXFBQkDBs2rFj733//Xahfv75gbGwsNGnSRPjzzz9ruOKKKU8/p0yZomnr5OQk9OjRQzhz5owIVZdP0XInT38V9W3YsGFCUFBQidc0b95cMDY2FurVqyesWLGixusur/L28+uvvxa8vLwEExMTwdbWVujcubPwzz//iFN8GZXWPwDFjo8+fD4r0k9d/Hy+/fbbgoeHh2BsbCw4ODgIL7/8siYYCYJ+HMvy9lEXj+OzPB0A9eF41iSJIAhCzY03EhEREZHYeA0gERERkYFhACQiIiIyMAyARERERAaGAZCIiIjIwDAAEhERERkYBkAiIiIiA8MASERERGRgGACJiIiIDAwDIBHpjeHDhyM0NFS09x8yZAjmzJlT5vbJyclwdHTEnTt3qrEqIqKSeCcQItIJEonkuc/PnDkT7733HgRBgLW1dc0U9YSzZ8+iS5cuuHXrFszNzQEAN27cwMcff4wDBw4gJSUF9vb28Pf3x9dff42GDRsCAN5//32kpqbil19+qfGaichwMQASkU5ISEjQ/HvDhg2YMWMGrly5otlmbm6uCV5iGDVqFORyOZYsWQIAUCqVaNSoERo0aIBPP/0ULi4uuHPnDnbv3o1XX30V7dq1AwBcuHAB/v7+uHfvHmxtbUWrn4gMC08BE5FOcHZ21nxZWVlBIpEU22Zubl7iFHDnzp0xceJETJkyBTY2NnBycsKyZcuQlZWFESNGwMLCAt7e3ti9e3ex94qJicErr7wCc3NzODk5YciQIUhOTn5mbSqVCps2bUKvXr002y5cuIDr169j0aJFaNeuHTw8PNC+fXt8+eWXmvAHAE2aNIGrqyu2bNlSdd8sIqIXYAAkIr3266+/wt7eHidOnMDEiRMxduxY9OvXD4GBgThz5gy6deuGIUOGIDs7GwCQlpaGLl26oEWLFjh16hT27NmDxMRE9O/f/5nvce7cOaSnp6NVq1aabQ4ODpBKpdi0aRNUKtVza2zTpg0OHz5cNR0mIioDBkAi0mt+fn745JNP4OPjg+nTp8PExAT29vYYPXo0fHx8MGPGDDx8+BDnzp0DACxcuBAtWrTAnDlz0LBhQ7Ro0QLLly/H/v37cfXq1VLf49atW5DJZHB0dNRsq127Nn788UfMmDEDNjY26NKlC2bNmoW4uLgSr3d1dcWtW7eq5xtARFQKBkAi0mu+vr6af8tkMtjZ2aFZs2aabU5OTgCApKQkAIWTOfbv36+5ptDc3FwzYeP69eulvkdOTg4UCkWJiSrjx49HQkIC1qxZg4CAAGzcuBFNmjRBREREsXampqaaEUgiopogF7sAIqLqZGRkVOyxRCIptq0otKnVagDAo0eP0KtXL3z99dcl9uXi4lLqe9jb2yM7Oxv5+fkwNjYu9pyFhQV69eqFXr164csvv0RISAi+/PJLdO3aVdMmJSUFDg4OFesgEVEFMAASET2hZcuW2Lx5Mzw9PSGXl+1XZPPmzQEAFy9e1Py7NBKJBA0bNsSxY8eKbY+JiUHnzp0rWDERUfnxFDAR0RPGjx+PlJQUDBo0CCdPnsT169fx119/YcSIEc+czOHg4ICWLVviyJEjmm3R0dHo06cPNm3ahIsXL+LatWv45ZdfsHz5cvTp00fTLjs7G6dPn0a3bt2qvW9EREUYAImInuDq6oqjR49CpVKhW7duaNasGaZMmQJra2tIpc/+lTlq1CisWbNG89jNzQ2enp74/PPP0bZtW7Rs2RLz58/H559/jo8//ljTbtu2bXB3d0fHjh2rtV9ERE/iQtBERFUgJycHDRo0wIYNGxAQEFDm17Vr1w6TJk3C4MGDq7E6IqLiOAJIRFQFTE1NsWrVqucuGP205ORkvP766xg0aFA1VkZEVBJHAImIiIgMDEcAiYiIiAwMAyARERGRgWEAJCIiIjIwDIBEREREBoYBkIiIiMjAMAASERERGRgGQCIiIiIDwwBIREREZGAYAImIiIgMzP8DVFfbP3oj+9gAAAAASUVORK5CYII=", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "4f55340e2a4347caaf61f26f1a72eef2", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "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", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "f4c66267ad844394b91c9bcdd7a376a0", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "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", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "07bc179e800948e6aa38a92d11de2dd5", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "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", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "fe08d8f7a7b64b2ab7c35eac6bb7aa9f", + "version_major": 2, + "version_minor": 0 + }, + "image/png": "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", + "text/html": [ + "\n", + "
\n", + "
\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "51c3297db2054ba4bf0686999ed3e300", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -275,7 +572,7 @@ } ], "source": [ - "Pro75M1670.info()" + "Pro75M1670.allInfo()" ] }, { @@ -296,18 +593,15 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=19.197 - 2.956,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", ")\n", @@ -315,6 +609,15 @@ "Calisto.setRailButtons([0.2, -0.5])" ] }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [], + "source": [ + "Calisto.addMotor(Pro75M1670, position=-1.255)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -331,31 +634,31 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 43, "metadata": {}, "outputs": [], "source": [ - "NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", "\n", "FinSet = Calisto.addTrapezoidalFins(\n", " n=4,\n", " rootChord=0.120,\n", " tipChord=0.040,\n", " span=0.100,\n", - " distanceToCM=-1.04956,\n", + " position=-1.04956,\n", " cantAngle=0,\n", " radius=None,\n", " airfoil=None,\n", ")\n", "\n", "Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", ")" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 45, "metadata": {}, "outputs": [ { @@ -373,37 +676,22 @@ "Rocket Frontal Area: 0.012668 m2\n", "\n", "Rocket Distances\n", - "Rocket Center of Mass - Nozzle Exit Distance: -1.255 m\n", - "Rocket Center of Mass - Motor reference point: -0.85704 m\n", - "Rocket Center of Mass - Rocket Loaded Center of Mass: -0.132 m\n", - "\n", - "Aerodynamic Components Parameters\n", - "Currently not implemented.\n", + "Rocket Center of Dry Mass - Nozzle Exit Distance: 1.255 m\n", + "Rocket Center of Dry Mass - Center of Propellant Mass: 0.857 m\n", + "Rocket Center of Mass - Rocket Loaded Center of Mass: 0.132 m\n", "\n", "Aerodynamics Lift Coefficient Derivatives\n", "Nose Cone Lift Coefficient Derivative: 2.000/rad\n", - "Fins Lift Coefficient Derivative: 5.603/rad\n", + "Fins Lift Coefficient Derivative: 5.145/rad\n", "Tail Lift Coefficient Derivative: -1.061/rad\n", "\n", "Aerodynamics Center of Pressure\n", - "Nose Cone Center of Pressure to CM: 0.999 m\n", - "Fins Center of Pressure to CM: -1.084 m\n", - "Tail Center of Pressure to CM: -1.223 m\n", - "Distance - Center of Pressure to CM: -0.425 m\n", - "Initial Static Margin: 2.306 c\n", - "Final Static Margin: 3.345 c\n", - "\n", - "Main Parachute\n", - "CdS Coefficient: 10.0 m2\n", - "Ejection signal trigger: mainTrigger\n", - "Ejection system refresh rate: 105 Hz.\n", - "Time between ejection signal is triggered and the parachute is fully opened: 1.5 s\n", - "\n", - "Drogue Parachute\n", - "CdS Coefficient: 1.0 m2\n", - "Ejection signal trigger: drogueTrigger\n", - "Ejection system refresh rate: 105 Hz.\n", - "Time between ejection signal is triggered and the parachute is fully opened: 1.5 s\n", + "Nose Cone Center of Pressure Position: 0.999 m\n", + "Fins Center of Pressure Position: -1.105 m\n", + "Tail Center of Pressure Position: -1.223 m\n", + "Distance - Center of Pressure to CM: 0.454 m\n", + "Initial Static Margin: 2.537 c\n", + "Final Static Margin: 3.576 c\n", "\n", "Mass Plots\n" ] @@ -411,18 +699,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9cfca65ac33a4bce860e8dc524cb475f", + "model_id": "ef8a1841b1074eb0b491cd2821b1e599", "version_major": 2, "version_minor": 0 }, - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA9hAAAPYQGoP6dpAACB30lEQVR4nO3dd1gUV9sG8Ht2WXbpRUBAEXvBggiKGBPsNZaYWLBh7xo1MdEYu7FHY2Kv2HvUxFiCxi4WVOwVFWyAiHSlzveHL/uJgIDusCx7/66LS/fMzDnPw+zCw5QzgiiKIoiIiIhIb8i0HQARERERFSwWgERERER6hgUgERERkZ5hAUhERESkZ1gAEhEREekZFoBEREREeoYFIBEREZGeYQFIREREpGdYABIRERHpGRaARERERHqGBSARERGRnmEBSERERKRnWAASERER6RkWgERERER6hgUgERERkZ5hAUhERESkZ1gAEhEREekZFoBEREREeoYFIBEREZGeYQFIREREpGdYABIRERHpGRaARERERHqGBSARERGRnmEBSERERKRnWAASERER6RkWgERERER6hgUgERERkZ5hAUhERESkZ1gAEhEREekZFoBEREREeoYFIBEREZGeYQFIREREpGdYABIRERHpGRaARERERHqGBSAVKseOHYMgCDh27Ji2Q5Hc+fPnYWhoiJCQEG2HggYNGqBatWraDkOvPXr0CIIgwM/PT902efJkCIKgtZjq1q2LH374IV/bPH78GCqVCqdPn5YoqrcOHjwIU1NTvHjxQtJx8qNXr14oXbq0tsPIYvv27bC2tkZ8fHy+t122bBlKlSqFpKQkCSIjbWIBSBAEIU9feSnKZsyYgT179kges5+fnzquU6dOZVkuiiKcnJwgCAK+/PJLyeP5GOPHj4ePjw+cnZ3VbQ0aNMj0PTcyMkKNGjXw22+/IT09XYvR5t3NmzcxefJkPHr0qMDHfvd9IQgCVCoVKlasiGHDhiE8PLzA49EFH9pfP/74IxYvXoywsLA89zd16lR4enris88+U7f16tULpqamWda9evUqbGxsULp06Xy/X1q0aIHy5ctj5syZ+douvzT581Eb0tLSMGnSJAwfPjzTPkhOTsbChQvh5uYGc3NzWFpaomrVqhgwYABu376tXq9Xr15ITk7G8uXLtRE+SchA2wGQ9m3YsCHT6/Xr18Pf3z9Le5UqVXLta8aMGfjmm2/Qvn17TYaYI5VKhc2bN6N+/fqZ2o8fP44nT55AqVQWSBz5FRQUhMOHD+PMmTNZlpUsWVL9Sy0yMhKbN2/GqFGj8OLFC/zyyy8FHWq+3bx5E1OmTEGDBg20djRk6tSpKFOmDN68eYNTp05h6dKl2L9/P65fvw5jY2OtxFRYfWh/tWvXDubm5liyZAmmTp2aa18vXrzAunXrsG7dulzXvX79Oho3bgwTExMcPXr0o94rAwcOxPfff48pU6bAzMws39vnRX5+Pq5cubLQ/aH2999/486dOxgwYECm9q+//hoHDhyAj48P+vfvj5SUFNy+fRv79u1DvXr1ULlyZQBvf8b6+vpi/vz5GD58uFaPSJOGiUTvGTp0qPixbw0TExPR19f3o8c+evSoCEA8evToB9dbu3atCEDs0KGDaGNjI6akpGRa3r9/f9Hd3V10dnYWW7du/dHxSGXEiBFiqVKlxPT09Ezt3t7eYtWqVTO1vX79WnR2dhbNzMzE1NRUSeLJbtyPtWPHjjztww9xdnYWJ02alO/tMt4XFy5cyNQ+evRoEYC4efPmHLeNj4/P93ia9PDhQxGAuHbtWnXbpEmTPvqzmFe57a9hw4aJzs7OWd6r2Zk/f75oZGQkxsXFZWr39fUVTUxM1K+vX78u2traik5OTmJwcPBHxx4eHi7K5XJx9erVH91Hfn3Kz0dtaNu2rVi/fv1MbefPnxcBiL/88kuW9VNTU8XIyMhMbYGBgSIA8ciRI5LGSgWLp4ApTxISEvDdd9/ByckJSqUSlSpVwrx58yCKonodQRCQkJCAdevWqU+L9OrVCwAQEhKCIUOGoFKlSjAyMkKxYsXQsWPHTz5N6OPjg5cvX8Lf31/dlpycjJ07d6Jr167ZbjNv3jzUq1cPxYoVg5GREdzd3bFz584s6/n7+6N+/fqwtLSEqakpKlWqhJ9++inTOn/88QeqVq0KY2NjWFlZwcPDA5s3b8417j179qBRo0Z5+mtapVKhdu3aiIuLQ0REhLo9NTUV06ZNQ7ly5aBUKlG6dGn89NNP2V6rc+DAAXh7e8PMzAzm5uaoXbt2rnH++++/MDY2ho+PD1JTUwEAt2/fxjfffANra2uoVCp4eHjgr7/+Um/j5+eHjh07AgAaNmxYaE6PNWrUCADw8OFDAP9/SjI4OBitWrWCmZkZunXrBiBv73Xg7ft92LBh2LRpEypVqgSVSgV3d3ecOHEiy/hPnz5Fnz59ULx4cSiVSlStWhVr1qz5qFzWrl2LRo0awc7ODkqlEi4uLli6dGmW9UqXLo0vv/wSp06dQp06daBSqVC2bFmsX79evU5e9lfTpk0REhKCoKCgXGPbs2cPPD09sz3dm+HWrVto3LgxlEoljh49irJly2Zanp6ejsmTJ8PR0RHGxsZo2LAhbt68idKlS6t/nmSws7NDjRo1sHfv3g/GFRERAVtbWzRo0CDTfrx//z5MTEzQuXPnXHPLi/evAcy4rnPevHlYvHgxypYtC2NjYzRr1gyPHz+GKIqYNm0aSpYsCSMjI7Rr1w5RUVFZ+j1w4AA+//xzmJiYwMzMDK1bt8aNGzdyjefNmzc4ePAgmjRpkqk9ODgYADKdps8gl8tRrFixTG3u7u6wtrbO9ftMuoUFIOVKFEW0bdsWCxYsQIsWLTB//nxUqlQJY8aMwejRo9XrbdiwAUqlEp9//jk2bNiADRs2YODAgQCACxcu4MyZM+jSpQt+//13DBo0CEeOHEGDBg2QmJj40bGVLl0aXl5e2LJli7rtwIEDiImJQZcuXbLdJuO6l6lTp2LGjBkwMDBAx44d8c8//6jXuXHjBr788kskJSVh6tSp+PXXX9G2bdtMF7avXLkSI0aMgIuLC3777TdMmTIFNWvWxLlz5z4Y89OnTxEaGopatWrlOc+MXySWlpbqtn79+mHixImoVasWFixYAG9vb8ycOTNL3n5+fmjdujWioqIwbtw4zJo1CzVr1sTBgwdzHG/fvn1o27YtOnbsiI0bN8LAwAA3btxA3bp1cevWLYwdOxa//vorTExM0L59e+zevRsA8MUXX2DEiBEAgJ9++kn9PsjL5QNSyviF9+4vttTUVDRv3hx2dnaYN28evv766zy/1zMcP34cI0eORPfu3TF16lS8fPkSLVq0wPXr19XrhIeHo27dujh8+DCGDRuGhQsXonz58ujbty9+++23fOeydOlSODs746effsKvv/4KJycnDBkyBIsXL86y7v379/HNN9+gadOm+PXXX2FlZYVevXqpi4e87C93d3cAyPWmjpSUFFy4cOGD7+s7d+6gUaNGMDAwwNGjR1GuXLks64wbNw5TpkyBh4cH5s6diwoVKqB58+ZISEjItk93d/dsL6V4l52dHZYuXYrjx4/jjz/+APC20OzVqxfMzMywZMmSD27/qTZt2oQlS5Zg+PDh+O6773D8+HF06tQJP//8Mw4ePIgff/wRAwYMwN9//43vv/8+07YbNmxA69atYWpqitmzZ2PChAm4efMm6tevn+sf0BcvXkRycnKWfZJx3fGmTZvUf9zlplatWpLf2EMFTJuHH6lwev8Ux549e0QA4vTp0zOt980334iCIIj3799Xt+V0CjgxMTFLW0BAgAhAXL9+vbotv6eAL1y4IC5atEg0MzNTj9GxY0exYcOGoiiK2Z4Cfj+W5ORksVq1amKjRo3UbQsWLBABiC9evMgxhnbt2n3UadPDhw+LAMS///47yzJvb2+xcuXK4osXL8QXL16It2/fFseMGSMCyJRHUFCQCEDs169fpu2///57EYD433//iaIoitHR0aKZmZno6ekpvn79OtO6757Se/cU8K5du0SFQiH2799fTEtLU6/TuHFjsXr16uKbN28y9VGvXj2xQoUK6rbCcAr48OHD4osXL8THjx+LW7duFYsVKyYaGRmJT548EUXx7SlJAOLYsWMzbZ+f9zoAEYAYGBiobgsJCRFVKpX41Vdfqdv69u0rOjg4ZDmt1qVLF9HCwkL9fszrKeDsPkvNmzcXy5Ytm6nN2dlZBCCeOHFC3RYRESEqlUrxu+++U7flZX8ZGhqKgwcPznG5KIri/fv3RQDiH3/8kWWZr6+vqFAoRAcHB9HR0VG8e/dutn2EhYWJBgYGYvv27TO1T548WQSQ7c+WGTNmiADE8PDwD8YniqLo4+MjGhsbi3fv3hXnzp0rAhD37NmT63bv+tApYF9fX9HZ2Vn9OmOf2traitHR0er2cePGiQBEV1fXTJev+Pj4iIaGhurPWFxcnGhpaSn2798/0zhhYWGihYVFlvb3rVq1SgQgXrt2LVN7enq66O3tLQIQixcvLvr4+IiLFy8WQ0JCcuxrwIABopGR0QfHI93CI4CUq/3790Mul6uPFGT47rvvIIoiDhw4kGsfRkZG6v+npKTg5cuXKF++PCwtLXHp0qVPiq9Tp054/fo19u3bh7i4OOzbty/H07/vx/Lq1SvExMTg888/zxRHxpG2vXv35nhRt6WlJZ48eYILFy7kK96XL18CAKysrLJdfvv2bdja2sLW1haVK1fG3Llz0bZt20zTg+zfvx8AshyV+u677wBAfTTT398fcXFxGDt2LFQqVaZ1szv9vGXLFnTu3BkDBw7E8uXLIZO9/RERFRWF//77D506dUJcXBwiIyMRGRmJly9fonnz5rh37x6ePn2ar+9DhqSkJHV/GV/p6elITEzM0p5XTZo0ga2tLZycnNClSxeYmppi9+7dKFGiRKb1Bg8enOl1ft/rXl5e6iNkAFCqVCm0a9cOhw4dQlpaGkRRxK5du9CmTRuIopgpl+bNmyMmJibf7/93378xMTGIjIyEt7c3Hjx4gJiYmEzruri44PPPP1e/trW1RaVKlfDgwYN8jWllZZXr9z+393VaWhoiIyNhbW0NGxubbNc5cuQIUlNTMWTIkEztw4cP/2BsAPL0/li0aBEsLCzwzTffYMKECejRowfatWuX63afqmPHjrCwsFC/9vT0BAB0794dBgYGmdqTk5PVnyV/f39ER0fDx8cn03tHLpfD09MTR48e/eC4Oe0TQRBw6NAhTJ8+HVZWVtiyZQuGDh0KZ2dndO7cGdHR0Vn6srKywuvXrz/pjA0VLrwLmHIVEhICR0fHLHfZZZwmyss8dq9fv8bMmTOxdu1aPH36NNN1OO//0sovW1tbNGnSBJs3b0ZiYiLS0tLwzTff5Lj+vn37MH36dAQFBWW6Xu7dgqhz585YtWoV+vXrh7Fjx6Jx48bo0KEDvvnmG3VR9OOPP+Lw4cOoU6cOypcvj2bNmqFr167ZXleTHfG9a8oylC5dWn03YXBwMH755Re8ePEiUwEXEhICmUyG8uXLZ9rW3t4elpaW6n2SceozL3P8PXz4EN27d0fHjh3Vp8ky3L9/H6IoYsKECZgwYUK220dERGQpsPJiy5Yt6N27d5b2uXPnYu7cuZnacvqevW/x4sWoWLEiDAwMULx4cVSqVEm93zIYGBigZMmSmdry+16vUKFClrErVqyIxMREvHjxAjKZDNHR0VixYgVWrFiRbazvXteZF6dPn8akSZMQEBCQ5ZdxTExMpkKjVKlSWba3srLCq1ev8jWmKIp5vvszp31kZGSEVatWoVu3bmjdujX8/f1hYmKSaZ2M7+/772tra+scC8uM8fISn7W1NX7//Xd07NgRxYsXx++//57rNprw/n7I2EdOTk7Ztmfsn3v37gH4/2tY32dubp6n8bPbJ0qlEuPHj8f48ePx/PlzHD9+HAsXLsT27duhUCiwcePGbPvgXcBFBwtAKhDDhw/H2rVrMXLkSHh5ecHCwgKCIKBLly4amTaha9eu6N+/P8LCwtCyZctM18q96+TJk2jbti2++OILLFmyBA4ODlAoFFi7dm2mmyKMjIxw4sQJHD16FP/88w8OHjyIbdu2oVGjRvj3338hl8tRpUoV3LlzB/v27cPBgwexa9cuLFmyBBMnTsSUKVNyjDXjOrScfgmbmJhkumj7s88+Q61atfDTTz9l+YWlyR/GDg4OcHBwwP79+xEYGAgPDw/1sox99P3336N58+bZbv/+L+28at68eaabeIC3R0aaNWuGnj17flSfderUyRR/dpRKZZaiUNMyvm/du3eHr69vtuvUqFEjz/0FBwejcePGqFy5MubPnw8nJycYGhpi//79WLBgQZbPklwuz7afvBbSGaKjo3M8apcht/c1AHTp0gWvXr3CkCFD0KFDB/z9998wNDTMVyzvyxgvt/gyHDp0SL3dkydPcvxZoUk57Yfc9k/G/tywYQPs7e2zrPfu0cPsvLtP3v9j510ODg7o0qULvv76a1StWhXbt2+Hn59fpv5fvXoFY2PjTEegSbexAKRcOTs74/Dhw4iLi8t0ZCRjstB3JzLOqSDZuXMnfH198euvv6rb3rx5k+2pho/x1VdfYeDAgTh79iy2bduW43q7du2CSqXCoUOHMs0RuHbt2izrymQyNG7cGI0bN8b8+fMxY8YMjB8/HkePHlUXaBl3EHbu3BnJycno0KEDfvnlF4wbNy7LKdcMGfNrZdyRmpsaNWqge/fuWL58Ob7//nuUKlUKzs7OSE9Px7179zJdsB8eHo7o6Gj1Psm4yP769eu5FmgqlQr79u1Do0aN0KJFCxw/fhxVq1YFAPWdmgqFIssdhe/Lb1GaUXi+H0vZsmVzHUvT8vNeB/7/CM277t69C2NjY9ja2gIAzMzMkJaWppFc/v77byQlJeGvv/7KdFQpt1OBH5Lb/nr69CmSk5NzvZGnVKlSMDIyyvV9PXjwYERFReHnn39G9+7dsXXrVnUhnvH9vX//PsqUKaPe5uXLlzkWlg8fPoSNjY36+/0hBw8exKpVq/DDDz9g06ZN8PX1xblz53ItpLQl4/NrZ2f3Ue+fd3/WVK9ePdf1FQoFatSogXv37iEyMjJT0fnw4UOt38xFmsVrAClXrVq1QlpaGhYtWpSpfcGCBRAEAS1btlS3mZiYZFvUyeXyLEcd/vjjD6SlpWkkRlNTUyxduhSTJ09GmzZtclxPLpdDEIRM4z569CjL00uym4qhZs2aAKA+bZxxfU0GQ0NDuLi4QBRFpKSk5BhDiRIl4OTkhMDAwNzSUvvhhx+QkpKC+fPnA3i7TwBkuYs0Y3nr1q0BAM2aNYOZmRlmzpyJN2/eZFo3u6NAFhYWOHToEOzs7NC0aVP1KWQ7Ozs0aNAAy5cvx/Pnz7Ns9+7juDJO62mquC9I+XmvA0BAQECma/geP36MvXv3olmzZpDL5ZDL5fj666+xa9euTHcGZ8jvY8wyjhi9fwlFdn/A5FVu++vixYsAgHr16n2wH4VCAQ8Pjzy9r8ePH49Ro0Zhx44d6pkCAKBx48YwMDDIMq3N+/vj/fi8vLxyHTM6Ohr9+vVDnTp1MGPGDKxatQqXLl3CjBkzct1WW5o3bw5zc3PMmDEj258pub1/3N3dYWhomGWf3Lt3D6GhoVnWj46ORkBAAKysrLIU1JcuXcr1PUC6pXD+2UOFSps2bdCwYUOMHz8ejx49gqurK/7991/s3bsXI0eOzDSVg7u7Ow4fPoz58+fD0dERZcqUgaenJ7788kts2LABFhYWcHFxQUBAAA4fPpxlvqlPkdMptne1bt0a8+fPR4sWLdC1a1dERERg8eLFKF++PK5evapeb+rUqThx4gRat24NZ2dnREREYMmSJShZsqT6qSPNmjWDvb09PvvsMxQvXhy3bt3CokWL0Lp161yfStCuXTvs3r07z9dWubi4oFWrVli1ahUmTJgAV1dX+Pr6YsWKFYiOjoa3tzfOnz+PdevWoX379mjYsCGAt9cILViwAP369UPt2rXRtWtXWFlZ4cqVK0hMTMz2iQ02NjbqORCbNGmCU6dOoUSJEli8eDHq16+P6tWro3///ihbtizCw8MREBCAJ0+e4MqVKwDeFspyuRyzZ89GTEwMlEqlet66wi4/73Xg7bWVzZs3x4gRI6BUKtXTibx7CcCsWbNw9OhReHp6on///nBxcUFUVBQuXbqEw4cPZ/vHRk6aNWsGQ0NDtGnTBgMHDkR8fDxWrlwJOzu7bAvzvMhtf/n7+6NUqVJwc3PLta927dph/PjxiI2NzfX6tF9//RWvXr3CqlWrYG1tjdmzZ6N48eL49ttv1dMutWjRAleuXMGBAwdgY2OT5bMSERGBq1evYujQobnG9u233+Lly5c4fPgw5HI5WrRogX79+mH69Olo164dXF1dc+2joJmbm2Pp0qXo0aMHatWqhS5dusDW1hahoaH4559/8Nlnn32wOFapVGjWrBkOHz6c6UkuV65cQdeuXdGyZUt8/vnnsLa2xtOnT7Fu3To8e/YMv/32W6bT0xcvXkRUVFSB3DBDBahgbzomXZDdNAdxcXHiqFGjREdHR1GhUIgVKlQQ586dm+XpALdv3xa/+OIL0cjIKNO0Da9evRJ79+4t2tjYiKampmLz5s3F27dvi87OzpmmdviYaWA+JLtpYFavXi1WqFBBVCqVYuXKlcW1a9dmmW7jyJEjYrt27URHR0fR0NBQdHR0FH18fDJNX7F8+XLxiy++EIsVKyYqlUqxXLly4pgxY8SYmJgPxiSKonjp0iURgHjy5MlM7R96IsexY8dEAOrpUVJSUsQpU6aIZcqUERUKhejk5CSOGzcu0zQtGf766y+xXr16opGRkWhubi7WqVNH3LJlywfHvX//vujg4CBWqVJFPR1OcHCw2LNnT9He3l5UKBRiiRIlxC+//FLcuXNnpm1Xrlwpli1bVpTL5R81JYymnwTyvvefTPGuvL7XAYhDhw4VN27cqH4/ubm5ZZtreHi4OHToUNHJyUlUKBSivb292LhxY3HFihXqdfI6Dcxff/0l1qhRQ1SpVGLp0qXF2bNni2vWrBEBiA8fPlSvl9NTcLy9vUVvb+9MbTntr7S0NNHBwUH8+eefs/1eZZengYGBuGHDhkztOX2/U1NTxfbt24sAxJkzZ6rbJkyYINrb24tGRkZio0aNxFu3bonFihUTBw0alGn7pUuXisbGxmJsbOwH49q7d68IQPz1118ztcfGxorOzs6iq6urmJycnKccP2YamLlz52ZaL+Pn3I4dOzK15/T+PXr0qNi8eXPRwsJCVKlUYrly5cRevXplmoIoJ3/++acoCIIYGhqqbgsPDxdnzZolent7iw4ODqKBgYFoZWUlNmrUKMtnWRRF8ccff8z2yUWk2wRRzOfVwESkEY0bN4ajo2OWZ4qSbhAEAUOHDv3gERhdt2fPHnTt2hXBwcFZrtPMSd++fXH37l2cPHlSY3FER0fDysoK06dPx/jx49Xtbm5uaNCgARYsWKCxsYqatLQ0uLi4oFOnTpg2bVq+t09KSkLp0qUxduxYfPvttxJESNrCawCJtGTGjBnYtm1bnqbRIdKG2bNnY9iwYXku/gBg0qRJuHDhwkc/NeL169dZ2jKudW3QoIG67eDBg7h37x7GjRv3UePoC7lcjqlTp2Lx4sWIj4/P9/Zr166FQqHAoEGDJIiOtIlHAImIPoI+HAHUBj8/P/j5+aFVq1YwNTXFqVOnsGXLFjRr1kw9hQsRfTreBEJERIVGjRo1YGBggDlz5iA2NlZ9Y8j06dO1HRpRkcIjgERERER6htcAEhEREekZFoBEREREeoYFIBEREZGe4U0gnyA9PR3Pnj2DmZlZvp9/SkRERNohiiLi4uLg6Oiofha1vmEB+AmePXsGJycnbYdBREREH+Hx48coWbKktsPQChaAnyDjea+PHz/O9bmX+ZWSkoJ///0XzZo1g0Kh0GjfhYU+5Agwz6KGeRYd+pAjwDyzExsbCycnp1yf216UsQD8BBmnfc3NzSUpAI2NjWFubl5kP7D6kCPAPIsa5ll06EOOAPP8EH2+fEs/T3wTERER6TEWgERERER6hgUgERERkZ5hAUhERESkZ1gAEhEREekZFoBEREREeoYFIBEREZGeYQFIREREpGdYABIRERHpGRaARERERHqGBSARERGRnmEBSERERKRnDLQdAGV18Ppz7LvyDBFhMpzZexMqhRwKuQyGBjIo5DJUcTBDo8rFYWjA+p2IiIjyjwVgIXTreRz2XQsDIMP5F0+yXcfaxBBfuZVAR4+SqGxvXrABEhERkU5jAVgIeVeyhYmhDNdu3ETZ8hWRDgHJaelISRWRmJyK/25HICIuCatPPcTqUw/xWflimPONK0pYGmk7dCIiItIBLAALoVqlrFDdwRT7o2+gVcNyUCgUmZanpqXjxL0X2H7hCY7cDsfp+y/RbtFpbB3gifJ2ZlqKmoiIiHQFLyLTQQZyGRpVLo5lPdxxeLQ3KtubITI+CV1WnMXd8Dhth0dERESFHAtAHedczASb+9eFi4M5IuOT4bPiLO6EsQgkIiKinLEALAKsTQyxub8nqpUwx8uEZPisPIvbYbHaDouIiIgKKRaARYSlsSE29vVE9RIWiEp4eyTw1nMWgURERJQVC8AiJKMIrFHSAq8SU9B15VncfMYikIiIiDJjAVjEWBgrsKGvJ1wzisBVZ3HjWYy2wyIiIqJChAVgEWRhpMD6vp5wdbJEdGIKuq48h+tPWQQSERHRWywAiygLIwU29K2Dmk6WiHmdgm6rzuHaExaBRERExAKwSDNXvS0Ca5V6WwR2XXUWgY+itB0WERERaRkLwCLOTKXAuj51ULu0FeLepKLH6vM4cfeFtsMiIiIiLWIBqAfMVAqs7+MJ74q2eJ2Shr7rLuDAtefaDouIiIi0hAWgnjAylGNlTw+0ru6AlDQRQzdfwvbAx9oOi4iIiLSABaAeMTSQ4XcfN3T2cEK6CPyw8ypWn3qo7bCIiIiogLEA1DNymYBZX1dH3/plAADT9t3EnIO3IYqiliMjIiKigsICUA8JgoCfW1fBmOaVAABLjgXjx11XkZqWruXIiIiIqCDoRAF44sQJtGnTBo6OjhAEAXv27Mm0PDw8HL169YKjoyOMjY3RokUL3Lt3L9d+d+zYgcqVK0OlUqF69erYv3+/RBkUPoIgYGjD8pjVoTpkArA98AkGbbyI18lp2g6NiIiIJKYTBWBCQgJcXV2xePHiLMtEUUT79u3x4MED7N27F5cvX4azszOaNGmChISEHPs8c+YMfHx80LdvX1y+fBnt27dH+/btcf36dSlTKXS61CmFZd3doTSQ4fCtCPRYfQ4xiSnaDouIiIgkpBMFYMuWLTF9+nR89dVXWZbdu3cPZ8+exdKlS1G7dm1UqlQJS5cuxevXr7Fly5Yc+1y4cCFatGiBMWPGoEqVKpg2bRpq1aqFRYsWSZlKodSsqj029PWEmcoAgSGv0HH5GYTFvNF2WERERCQRnSgAPyQpKQkAoFKp1G0ymQxKpRKnTp3KcbuAgAA0adIkU1vz5s0REBAgTaCFXJ0y1tgxyAt2ZkrcDY/H10vP4H5EvLbDIiIiIgkYaDuAT1W5cmWUKlUK48aNw/Lly2FiYoIFCxbgyZMneP4858mOw8LCULx48UxtxYsXR1hYWI7bJCUlqQtOAIiNjQUApKSkICVFs6dNM/rTdL8fUq6YEbb1r4M+6y7i4ctEdFx2Biu6u6Gmk6Uk42kjR21gnkUL8yw69CFHgHl+aF19pvMFoEKhwJ9//om+ffvC2toacrkcTZo0QcuWLTU+tcnMmTMxZcqULO3//vsvjI2NNTpWBn9/f0n6/ZB+ZYDlb+QITUhBt1Xn0KdiOqpYSTdNjDZy1AbmWbQwz6JDH3IEmOe7EhMTCyCSwk3nC0AAcHd3R1BQEGJiYpCcnAxbW1t4enrCw8Mjx23s7e0RHh6eqS08PBz29vY5bjNu3DiMHj1a/To2NhZOTk5o1qwZzM3NPz2Rd6SkpMDf3x9NmzaFQqHQaN950bpFKoZtvYJT919i1V0DzPqqKtrVdNToGNrOsaAwz6KFeRYd+pAjwDyzk3EGT58ViQIwg4WFBYC3N4YEBgZi2rRpOa7r5eWFI0eOYOTIkeo2f39/eHl55biNUqmEUqnM0q5QKCT7UEnZ94dYKhRY06sOxuy8gr1Bz/D9ruuIfpOGfp+X1fhY2sqxoDHPooV5Fh36kCPAPN9fR9/pRAEYHx+P+/fvq18/fPgQQUFBsLa2RqlSpbBjxw7Y2tqiVKlSuHbtGr799lu0b98ezZo1U2/Ts2dPlChRAjNnzgQAfPvtt/D29savv/6K1q1bY+vWrQgMDMSKFSsKPL/CytBAhgWdaqKYiRJrTj/E9H9u4UVcEsa2rAxBELQdHhEREX0knSgAAwMD0bBhQ/XrjNOwvr6+8PPzw/PnzzF69GiEh4fDwcEBPXv2xIQJEzL1ERoaCpns/296rlevHjZv3oyff/4ZP/30EypUqIA9e/agWrVqBZOUjpDJBEz4sgpszZSYffA2lp94gMj4ZMz6ujoUcp2/iZyIiEgv6UQB2KBBgw/e0DFixAiMGDHig30cO3YsS1vHjh3RsWPHTw2vyBMEAYMblEMxU0OM+/Madl16gqiEJCzuVgvGhjrxFiIiIqJ38BAO5VknDyes6OEOlUKGo3deoNuqc3iVkKztsIiIiCifWABSvjSuUhyb+nnCwkiBy6HR6Lg8AM+iX2s7LCIiIsoHFoCUb+7Ob58aYm+uwv2It08NuRcep+2wiIiIKI9YANJHqVjcDLuG1EM5WxM8j3mDb5YF4GLIK22HRURERHnAApA+WglLI+wcVA81nSwR8zoF3VadxX+3w3PfkIiIiLSKBSB9EisTQ2zu74kGlWzxJiUd/ddfxM6LT7QdFhEREX0AC0D6ZMaGBljZ0wMd3EogLV3E9zuuYNnxYI0/i5mIiIg0gwUgaYRCLsO8jq4Y8MXbR8XNOnAbv/xzC+npLAKJiIgKGxaApDEymYCfWlXBT60qAwBWnXqI0duDkJyaruXIiIiI6F0sAEnjBnxRDvM7ucJAJmBP0DP0Wx+IhKRUbYdFRERE/8MCkCTRoVZJrPT1gJFCjhN3X6DrqnOI4lNDiIiICgUWgCSZhpXssKm/JyyNFbjyOBrfLD2DJ68StR0WERGR3pO0AAwNDcXJkydx6NAhXLp0CUlJSVIOR4VQrVJW2DnIC44WKjyITMDXS8/gdlistsMiIiLSaxovAB89eoQff/wRzs7OKFOmDLy9vdGyZUt4eHjAwsICTZs2xY4dO5CezhsD9EV5u7dPDalgZ4rw2CR0XBaA8w+jtB0WERGR3tJoAThixAi4urri4cOHmD59Om7evImYmBgkJycjLCwM+/fvR/369TFx4kTUqFEDFy5c0OTwVIg5WBhhxyAvuDtbIe5NKnqsPofDtyK0HRYREZFeMtBkZyYmJnjw4AGKFSuWZZmdnR0aNWqERo0aYdKkSTh48CAeP36M2rVrazIEKsQsjQ2xsa8nhm2+hCO3IzB0SxA6lRHQStuBERER6RmNHgGcOXNmtsVfdlq0aIEOHTpocnjSAUaGcizv4Y6O7iWRLgJbH8ix9PgDPjWEiIioAPEuYCpwBnIZ5nxTAwM/LwMAmH/4Pqb8fZNPDSEiIiogGj0F/C43NzcIgpClXRAEqFQqlC9fHr169ULDhg2lCoEKMUEQ8H2zCoh4fB+7H8nhd+YRohOTMa+jKwzk/LuEiIhISpL9pm3RogUePHgAExMTNGzYEA0bNoSpqSmCg4NRu3ZtPH/+HE2aNMHevXulCoF0QAMHEb9+U1391JDhWy7z0XFEREQSk+wIYGRkJL777jtMmDAhU/v06dMREhKCf//9F5MmTcK0adPQrl07qcIgHdDW1QFmRoYYtvkyDlwPQ9LGi1jSrRZUCrm2QyMiIiqSJDsCuH37dvj4+GRp79KlC7Zv3w4A8PHxwZ07d6QKgXRIs6r2WOnrAaWBDP/djkC/dYFITObzg4mIiKQgWQGoUqlw5syZLO1nzpyBSqUCAKSnp6v/T+Rd0RZ+vevA2FCOU/cj0WvNBcS9SdF2WEREREWOZKeAhw8fjkGDBuHixYvquf4uXLiAVatW4aeffgIAHDp0CDVr1pQqBNJBXuWKYUPfOui15gLOP4pCj9Xnsa53HVgYK7QdGhERUZEhWQH4888/o0yZMli0aBE2bNgAAKhUqRJWrlyJrl27AgAGDRqEwYMHSxUC6Sh3Z2ts7l8XPdacQ9DjaPisPIsNfeugmKlS26EREREVCRo/BZya+v/XbXXr1g0BAQGIiopCVFQUAgIC0LVrV9y8eRMAYGRkxFPAlK3qJS2wpX9d2Jga4ubzWHRZcRYRsW+0HRYREVGRoPECsFu3bh9cfvPmTTRq1EjTw1IRVMXBHFsHeKG4uRL3IuLRecVZPIt+re2wiIiIdJ7GC8CAgAAMGjQo22W3bt1Co0aNUK9ePU0PS0VUeTtTbB/ohRKWRngYmYBOywMQ+jJR22ERERHpNI0XgIcOHcKuXbvUN3pkuH37Nho1aoS6detix44dmh6WijDnYibYPsgLpYsZ48mr1+i0PADBL+K1HRYREZHO0ngBWKVKFezfvx+LFi3CvHnzALwt/ho2bIjatWtj586dkMs5wS/lTwlLI2wf6IUKdqYIi32DzssDcDssVtthERER6SRJ5gGsXbs29uzZg4kTJ2Ly5Mlo3Lgx3N3dsXPnThgYSHbjMRVxduYqbB1QF1UczBEZn4wuK87i+tMYbYdFRESkcySbCLpRo0bYvHkzfvnlF9SsWRO7d++GoaGhVMORnihmqsTW/nXhWtIC0Ykp8Fl5FpdCX2k7LCIiIp2i8cNxVlZWEAQhU9vJkydRvHjxTG1RUVGaHpr0hIWxAhv7eaKP3wVcePQKPVadw+petVG3bDFth0ZERKQTNF4A/vbbb5rukigLM5UC6/rUQb91gTgT/BK91p7Hih4e+KKirbZDIyIiKvQ0XgD6+vpqukuibBkbGmBNr9oYvPEijt55gX7rArGkWy00cSme+8ZERER6TKPXAIqiqMnuiHKlUsixvIcHWlS1R3JaOgZtvIh/rj7XdlhERESFmkYLwKpVq2Lr1q1ITk7+4Hr37t3D4MGDMWvWLE0OT3rK0ECGRV3d0K6mI1LTRQzfcgl/Xnqi7bCIiIgKLY2eAv7jjz/w448/YsiQIWjatCk8PDzg6OgIlUqFV69e4ebNmzh16hRu3LiBYcOGYfDgwZocnvSYgVyG+Z1qQmkgw/bAJ/huxxW8SUlHV89S2g6NiIio0NFoAdi4cWMEBgbi1KlT2LZtGzZt2oSQkBC8fv0aNjY2cHNzQ8+ePdGtWzdYWVlpcmgiyGUCZnWoAZVCjvUBIfhp9zUkpaah92dltB0aERFRoSLJrMz169dH/fr1peia6INkMgFT2laFSiHHihMPMOXvm3iTko7BDcppOzQiIqJCQ7KJoIm0RRAEjGtZGSMaVwAAzD54G/P97/ImJSIiov9hAUhFkiAIGN20IsY0rwQA+P3IPcw6cJtFIBEREVgAUhE3tGF5TPzSBQCw/MQDTPrrBtLTWQQSEZF+YwFIRV6f+mUw46vqEARgfUAIxv15DWksAomISI+xACS90NWzFOZ94wqZAGwLfIzR24OQmpau7bCIiIi0QpK7gDOkpKQgLCwMiYmJsLW1hbW1tZTDEX3Q1+4loVLI8e3Wy9gb9AxJKen43ccNhgb8O4iIiPSLxn/zxcXFYenSpfD29oa5uTlKly6NKlWqwNbWFs7Ozujfvz8uXLiQrz5PnDiBNm3awNHREYIgYM+ePZmWx8fHY9iwYShZsiSMjIzg4uKCZcuWfbBPPz8/CIKQ6UulUuU3XdIxrWs4YGl3dxjKZTh4IwyDNl7Em5Q0bYdFRERUoDRaAM6fPx+lS5fG2rVr0aRJE+zZswdBQUG4e/cuAgICMGnSJKSmpqJZs2Zo0aIF7t27l6d+ExIS4OrqisWLF2e7fPTo0Th48CA2btyIW7duYeTIkRg2bBj++uuvD/Zrbm6O58+fq79CQkLynTPpnqYuxbHK1wMqhQz/3Y5Av3WBSExO1XZYREREBUajp4AvXLiAEydOoGrVqtkur1OnDvr06YOlS5fCz88PJ0+eRIUKFXLtt2XLlmjZsmWOy8+cOQNfX180aNAAADBgwAAsX74c58+fR9u2bXPcThAE2Nvb5zo+FT1fVLSFX+866ON3AafuR6LXmgtY3csDZiqFtkMjIiKSnEaPAG7ZsiXH4u9dKpUKgwYNQp8+fTQybr169fDXX3/h6dOnEEURR48exd27d9GsWbMPbhcfHw9nZ2c4OTmhXbt2uHHjhkbiId1Qt2wxbOjrCTOVAc4/ikL31ecRk5ii7bCIiIgkJ9lNIH369MHChQthZmaWqT0hIQHDhw/HmjVrNDbWH3/8gQEDBqBkyZIwMDCATCbDypUr8cUXX+S4TaVKlbBmzRrUqFEDMTExmDdvHurVq4cbN26gZMmS2W6TlJSEpKQk9evY2FgAb292SUnRbOGQ0Z+m+y1MCkOONRxNsaG3B3r5XcSVx9HosiIAa3u5o5iJocbGKAx5FgTmWbToQ576kCPAPD+0rj4TRIkejSCXy/H8+XPY2dllao+MjIS9vT1SUz/umitBELB79260b99e3TZv3jysXLkS8+bNg7OzM06cOIFx48Zh9+7daNKkSZ76TUlJQZUqVeDj44Np06Zlu87kyZMxZcqULO2bN2+GsbHxR+VDhcOzBGDxLTniUwTYG4kY4pIGC83VgEREVIgkJiaia9euiImJgbm5ubbD0QqNF4CxsbEQRRFWVla4d+8ebG1t1cvS0tLw999/Y+zYsXj27NlH9f9+Afj69WtYWFhg9+7daN26tXq9fv364cmTJzh48GCe++7YsSMMDAywZcuWbJdndwTQyckJkZGRGn8DpaSkwN/fH02bNoVCUTSvSytsOT54kYCefoEIj02Cs7Ux1vd2h6Ol0Sf3W9jylArzLFr0IU99yBFgntmJjY2FjY2NXheAGj8FbGlpqZ5WpWLFilmWC4KQ7VG0j5Vx+lUmy3w5o1wuR3p63if6TUtLw7Vr19CqVasc11EqlVAqlVnaFQqFZB8qKfsuLApLjpUcLbFjYD10XXUWIVGJ6Lo6EFv610WpYpo5ultY8pQa8yxa9CFPfcgRYJ7vr6PvNF4AHj16FKIoolGjRti1a1emyZ8NDQ3h7OwMR0fHfPUZHx+P+/fvq18/fPgQQUFBsLa2RqlSpeDt7Y0xY8bAyMgIzs7OOH78ONavX4/58+ert+nZsydKlCiBmTNnAgCmTp2KunXronz58oiOjsbcuXMREhKCfv36feJ3gHRZqWLG2D7QC11XnsWjl4notDwAm/p7opytqbZDIyIi0hiNF4De3t4A3hZpTk5OWY7MfYzAwEA0bNhQ/Xr06NEAAF9fX/j5+WHr1q0YN24cunXrhqioKDg7O+OXX37BoEGD1NuEhoZmiuXVq1fo378/wsLCYGVlBXd3d5w5cwYuLi6fHC/pNkdLI2wf6IVuq87hXkQ8Oi8PwMZ+nqhsr5+nCYiIqOiR7C5gZ2dnREdH4/z584iIiMhyOrZnz5557qtBgwb40KWK9vb2WLt27Qf7OHbsWKbXCxYswIIFC/IcA+kXO3MVtg6oix6rz+Pm81h0WXEWG/t6oloJC22HRkRE9MkkKwD//vtvdOvWDfHx8TA3N4cgCOplgiDkqwAk0oZipkps6V8XPdeex5XH0fBZeRZ+vevA3dlK26ERERF9Eo0/CzjDd999hz59+iA+Ph7R0dF49eqV+isqKkqqYYk0ysJYgY1966BOaWvEvUlFj9XnEBD8UtthERERfRLJCsCnT59ixIgRnB+PdJ6ZSgG/PrVRv7wNEpPT0GvteRy/+0LbYREREX00yQrA5s2bIzAwUKruiQqUsaEBVvl6oFFlOySlpqP/ukD43wzXdlhEREQfRbJrAFu3bo0xY8bg5s2bqF69epY5d9q2bSvV0ESSUCnkWNbdHd9uvYwD18MweONFLOzihtY1HLQdGhERUb5IVgD2798fwNv59t4nCALS0tKkGppIMoYGMvzh44bvdlzB3qBnGL7lEpJSXdGhVvbPjyYiIiqMJCsA8/MUDiJdYiCXYX6nmlAZyLEt8DG+23EFb1LS0dWzlLZDIyIiyhPJrgEkKsrkMgEzO1SHr5czRBH4afc1rDn1UNthERER5YlkRwABICEhAcePH0doaCiSk5MzLRsxYoSUQxNJTiYTMLltVagUciw/8QBT993Em9Q0DGlQXtuhERERfZBkBeDly5fRqlUrJCYmIiEhAdbW1oiMjISxsTHs7OxYAFKRIAgCxrasDJVCjoVH7mHOwTt4k5yGUU0rZpr8nIiIqDCR7BTwqFGj0KZNG7x69QpGRkY4e/YsQkJC4O7ujnnz5kk1LFGBEwQBo5pWxI8tKgMAfv/vPmYeuP3BxxcSERFpk2QFYFBQEL777jvIZDLI5XIkJSXByckJc+bMwU8//STVsERaM7hBOUxq4wIAWHHiASbuvYH0dBaBRERU+EhWACoUCshkb7u3s7NDaGgoAMDCwgKPHz+Walgirer9WRnM+Ko6BAHYcDYEY/+8ijQWgUREVMhIdg2gm5sbLly4gAoVKsDb2xsTJ05EZGQkNmzYgGrVqkk1LJHWdfUsBZVChu93XMH2wCd4nZyKhnwiIhERFSKSHQGcMWMGHBzePiHhl19+gZWVFQYPHowXL15gxYoVUg1LVCh0qFUSf/jUgoFMwN9Xw+B3V4bkVM6NSUREhYNkRwA9PDzU/7ezs8PBgwelGoqoUGpdwwFKAxkGb7qIq1EyDNkShOU9PKBSyLUdGhER6TlOBE0koSYuxbGiey0oZCKO341E33UXkJicqu2wiIhIz2n0CKCbm1ue5z67dOmSJocmKrTqly+GQZXTsOa+Eqfvv4TvmvNY06s2zFQKbYdGRER6SqMFYPv27TXZHVGRUd4CWNvLHX3XX8KFR6/QfdU5rOtTB5bGhtoOjYiI9JBGC8BJkyZpsjuiIsXNyRJb+tdFj9XncOVJDHxWnsPGvnVQzFSp7dCIiEjP8BpAogJUrYQFtg7wgo2pEreex6LzirOIiH2j7bCIiEjPaPQIoJWVVZ6vAYyKitLk0EQ6o5K9GbYNrItuK8/hfkQ8Oi0PwKb+dVHC0kjboRERkZ7QaAH422+/abI7oiKrnK0ptg/0QtdVZ/HoZSI6LQvAlv51UaoYZ4wmIiLpabQA9PX11WR3REVaqWLG2D7QC91WncPDyAR0XH4Gm/rVRXk7U22HRkRERZyk1wAGBwfj559/ho+PDyIiIgAABw4cwI0bN6QclkhnOFoaYdvAuqhY3BThsUnosiIAt8NitR0WEREVcZIVgMePH0f16tVx7tw5/Pnnn4iPjwcAXLlyhXcLE73DzkyFrQO84OJgjsj4ZHRZcRbXnsRoOywiIirCJCsAx44di+nTp8Pf3x+Ghv8/11mjRo1w9uxZqYYl0knWJobY0r8uajpZIjoxBV1XnsXFkFfaDouIiIooyQrAa9eu4auvvsrSbmdnh8jISKmGJdJZFsYKbOzniTplrBGXlIoeq8/h7IOX2g6LiIiKIMkKQEtLSzx//jxL++XLl1GiRAmphiXSaaZKA6zrXQf1y9sgMTkNvdaex6l7/IOJiIg0S7ICsEuXLvjxxx8RFhYGQRCQnp6O06dP4/vvv0fPnj2lGpZI5xkZyrHK1wMNK9niTUo6+qy7gKO3I7QdFhERFSGSFYAzZsxA5cqV4eTkhPj4eLi4uOCLL75AvXr18PPPP0s1LFGRoFLIsayHO5q5FEdyajoGbAjEoRth2g6LiIiKCMkKQENDQ6xcuRLBwcHYt28fNm7ciNu3b2PDhg2Qy+VSDUtUZCgN5FjcrRZa13BASpqIIZsu4e8rz7QdFhERFQEanQg6O6VKlYKTkxMA5PkxcUT0lkIuw8LONaGUy/Dn5af4dutlpKSlo0OtktoOjYiIdJikE0GvXr0a1apVg0qlgkqlQrVq1bBq1SophyQqcgzkMszt6IoutZ2QLgLf7biCredDtR0WERHpMMmOAE6cOBHz58/H8OHD4eXlBQAICAjAqFGjEBoaiqlTp0o1NFGRI5cJmPFVdRgayLA+IARj/7yG5LR09PQqre3QiIhIB0lWAC5duhQrV66Ej4+Puq1t27aoUaMGhg8fzgKQKJ9kMgFT2laFoVyGVaceYuLeG0hOTUe/z8tqOzQiItIxkp0CTklJgYeHR5Z2d3d3pKamSjUsUZEmCALGt66CoQ3LAQCm/3MLi4/e13JURESkayQrAHv06IGlS5dmaV+xYgW6desm1bBERZ4gCBjTvDJGN60IAJh76A7m/3sHoihqOTIiItIVkt4FvHr1avz777+oW7cuAODcuXMIDQ1Fz549MXr0aPV68+fPlzIMoiJpROMKMDSQYdaB2/j9v/tISkvH2BaVebc9ERHlSrIC8Pr166hVqxYAIDg4GABgY2MDGxsbXL9+Xb0ef1kRfbxB3uWgNJBhyt83sfz4AySlpGNSGxd+roiI6IMkKwCPHj0qVddE9I7en5WBoYEM43dfh9+ZR0hOS8f0dtUgk7EIJCKi7Ek6D2CGJ0+e4MmTJwUxFJFe6ubpjLnf1IAgAJvPheKHXVeRls5rAomIKHuSFYDp6emYOnUqLCws4OzsDGdnZ1haWmLatGlIT0+XalgivdXRwwm/da4JuUzAzotPMGpbEFLT+FkjIqKsJDsFPH78eKxevRqzZs3CZ599BgA4deoUJk+ejDdv3uCXX36RamgivdWuZgkYymUYvuUy/rryDClp6VjYxQ2GBgVysJ+IiHSEZAXgunXrsGrVKrRt21bdVqNGDZQoUQJDhgxhAUgkkZbVHbBMLsOQTZdw4HoYkjdexOJutaBSyLUdGhERFRKSHRaIiopC5cqVs7RXrlwZUVFRUg1LRACauBTHSl8PKA1kOHI7Av3XB+J1cpq2wyIiokJCsgLQ1dUVixYtytK+aNEiuLq65quvEydOoE2bNnB0dIQgCNizZ0+m5fHx8Rg2bBhKliwJIyMjuLi4YNmyZbn2u2PHDlSuXBkqlQrVq1fH/v378xUXUWHmXdEWa3vXhpFCjpP3ItHH7wISkvgUHiIikrAAnDNnDtasWQMXFxf07dsXffv2hYuLC/z8/DB37tx89ZWQkABXV1csXrw42+WjR4/GwYMHsXHjRty6dQsjR47EsGHD8Ndff+XY55kzZ+Dj44O+ffvi8uXLaN++Pdq3b59pjkIiXVevnA3W960DU6UBAh68hO+a84h7k6LtsIiISMskKwC9vb1x9+5dfPXVV4iOjkZ0dDQ6dOiAO3fu4PPPP89XXy1btsT06dPx1VdfZbv8zJkz8PX1RYMGDVC6dGkMGDAArq6uOH/+fI59Lly4EC1atMCYMWNQpUoVTJs2DbVq1cr2qCWRLqtd2hob+3nCXGWAwJBX6L76PGISWQQSEekzSW4CSUlJQYsWLbBs2bICudmjXr16+Ouvv9CnTx84Ojri2LFjuHv3LhYsWJDjNgEBAZkeRwcAzZs3z3J6+V1JSUlISkpSv46NjQXwNt+UFM3+Qs3oT9P9Fib6kCNQOPKsam+C9b090HvdRVx5HA2flQFY6+sOaxNDjY1RGPIsCMyz6NCHHAHm+aF19ZkgSvQEeVtbW5w5cwYVKlTQaL+CIGD37t1o3769ui0pKQkDBgzA+vXrYWBgAJlMhpUrV6Jnz5459mNoaIh169bBx8dH3bZkyRJMmTIF4eHh2W4zefJkTJkyJUv75s2bYWxs/PFJERWQZwnA4ltyxKcIcDASMcQlDeaaqwGJiHRCYmIiunbtipiYGJibm2s7HK2QbBqY7t27q+cBlNoff/yBs2fP4q+//oKzszNOnDiBoUOHwtHREU2aNNHYOOPGjct01DA2NhZOTk5o1qyZxt9AKSkp8Pf3R9OmTaFQKDTad2GhDzkChS/Phi8S0HNtIJ7HJWFtiDnW9faAvbnqk/stbHlKhXkWHfqQI8A8s5NxBk+fSVYApqamYs2aNTh8+DDc3d1hYmKSafn8+fM1Ms7r16/x008/Yffu3WjdujWAt/MNBgUFYd68eTkWgPb29lmO9IWHh8Pe3j7HsZRKJZRKZZZ2hUIh2YdKyr4LC33IESg8eVZ2tMT2gV7ouvIsHkQmovuaQGzuXxclLI000n9hyVNqzLPo0IccAeb5/jr6TrKbQK5fv45atWrBzMwMd+/exeXLl9VfQUFBGhsn4/o7mSxzKnK5/IOPnPPy8sKRI0cytfn7+8PLy0tjsREVVqVtTLBtoBecrI0Q8jIRnZYFIPRlorbDIiKiAiLZEcCjR49qrK/4+Hjcv39f/frhw4cICgqCtbU1SpUqBW9vb4wZMwZGRkZwdnbG8ePHsX79+kxHGXv27IkSJUpg5syZAIBvv/0W3t7e+PXXX9G6dWts3boVgYGBWLFihcbiJirMnKyN/3ck8BweRiag0/IAbO7vibK2ptoOjYiIJCbJEcBt27ahW7du6NixY54mZM5NYGAg3Nzc4ObmBuDtvH9ubm6YOHEiAGDr1q2oXbs2unXrBhcXF8yaNQu//PILBg0apO4jNDQUz58/V7+uV68eNm/ejBUrVsDV1RU7d+7Enj17UK1atU+Ol0hXOFgYYduAuqhgZ4qw2DfotPws7obHaTssIiKSmMaPAC5duhRDhw5FhQoVYGRkhD///BPBwcH5nvz5XQ0aNMCHbla2t7fH2rVrP9jHsWPHsrR17NgRHTt2/Oi4iIoCO3MVtg6oi+6rz+PW81h0WXEWG/t6wsVRP++MIyLSBxo/Arho0SJMmjQJd+7cQVBQENatW4clS5Zoehgi0qBipkps6e+J6iUsEJWQDJ+VZ3H1SbS2wyIiIolovAB88OABfH191a+7du2K1NTUTKdfiajwsTQ2xMZ+nnArZYmY1ynotvIcLoa80nZYREQkAY0XgElJSZmmfJHJZDA0NMTr1681PRQRaZiFkQIb+nqiTmlrxCWloufqczj34KW2wyIiIg2T5C7gCRMmZHoyRnJyMn755RdYWFio2zQ1DyARaZap0gB+fWqj//pAnL7/Er5rz2NVz9qoX8FG26EREZGGaLwA/OKLL3Dnzp1MbfXq1cODBw/UrwVB0PSwRKRBxoYGWO1bG4M2XsSxOy/QZ90FLO/ujoaV7bQdGhERaYDGC8Ds7rYlIt2jUsixvIc7hm2+DP+b4RiwIRCLu9ZCs6o5Py2HiIh0g2RPAiEi3ac0kGNJt1poXd0BKWkihmy6hH1Xn2k7LCIi+kQsAInogxRyGRZ2qYmv3EogNV3EiC2XsfvyE22HRUREn4AFIBHlykAuw7yOrujs4YR0ERi9/Qq2XQjVdlhERPSRWAASUZ7IZQJmdqiOHnWdIYrAj7uuYUPAI22HRUREH4EFIBHlmUwmYGq7quhbvwwAYMLeG1h18kEuWxERUWHDApCI8kUQBPzcugqGNCgHAJj+zy0sPnpfy1EREVF+FEgBaG5unmkeQCLSbYIgYEzzShjVpCIAYO6hO1h45D5EUcuBERFRnhRIASjytwJRkSMIAr5tUgE/tqgMAFh07AH+DpXx805EpAN4CpiIPsngBuUw8UsXAMCRZzL8cuAOi0AiokJOkmcBnzhxItPrtLQ0nD9/Hk+e/P/cYV988YUUQxORFvSpXwZyQcSkv29hXUAoUtOBae2qQSbjYx+JiAojSQpAX1/fTK+TkpIwZswYGBi8HU4QBF4TSFTEdK3jhNs3r2PrAzk2nQtFcmo6Zn1dA3IWgUREhY4kBeDDhw8zvTYzM8Px48dRtmxZKYYjokKirp0ID7fq+OHP69hx8QmS09Lxa0dXGMh5tQkRUWHCn8pEpFFtXR3wh48bDGQC9gY9w5BNl/AmJU3bYRER0TtYABKRxrWq7oBl3d1haCDDvzfD0XfdBSQkpWo7LCIi+p8CKQC7d+8Oc3PzghiKiAqJJi7F4derNowN5Th9/yW6rz6H6MRkbYdFREQooAJw6dKlsLGxKYihiKgQqVfeBpv6ecLCSIHLodHosuIsIuLeaDssIiK9x1PARCQpt1JW2D7QC7ZmStwOi0OnZQF48ipR22EREek1FoBEJLlK9mbYOcgLJa2M8OhlIjouC8D9iHhth0VEpLdYABJRgXAuZoKdg+qhvJ0pnse8QaflAbj+NEbbYRER6SUWgERUYOwtVNg+0AvVS1ggKiEZPivO4vzDKG2HRUSkdyQrAENDQ7N9HqgoiggNDZVqWCIq5KxNDLG5vyfqlLFGXFIqeq45h2N3IrQdFhGRXpGsACxTpgxevHiRpT0qKgplypSRalgi0gFmKgXW96mDhpVs8SYlHf3XB+Kfq8+1HRYRkd6QrAAURRGCkPUZoPHx8VCpVFINS0Q6QqWQY3kPD3xZwwEpaSKGb7mEbRd4doCIqCBo/FnAo0ePBgAIgoAJEybA2NhYvSwtLQ3nzp1DzZo1NT0sEekgQwMZFnZxg5lKgS3nQ/HjrmuIe5OKfp/zueFERFLSeAF4+fJlAG+PAF67dg2GhobqZYaGhnB1dcX333+v6WGJSEfJZQJmfFUN5ioDLD/xANP/uYXY1ykY1bRitmcRiIjo02m8ADx69CgAoHfv3li4cCEfAUdEuRIEAWNbVoa5kQJzD93B7//dR+ybVEz80gUyGYtAIiJNk+wawLVr18Lc3Bz379/HoUOH8Pr1awDI9s5gIiJBEDC0YXlMa1cVAOB35hG+33kFqWnpWo6MiKjokawAjIqKQuPGjVGxYkW0atUKz5+/vcOvb9+++O6776Qaloh0XA+v0ljQ2RVymYA/Lz3FkE2XkJSapu2wiIiKFMkKwJEjR0KhUCA0NDTTjSCdO3fGwYMHpRqWiIqAr9xKYmm3WjCUy/DvzXD09QtEQlKqtsMiIioyJCsA//33X8yePRslS5bM1F6hQgWEhIRINSwRFRHNqtpjbe/aMDaU49T9SHRffQ4xiSnaDouIqEiQrABMSEjIdOQvQ1RUFJRKpVTDElER8ll5G2zq5wkLIwUuh0aj84oARMS90XZYREQ6T7IC8PPPP8f69evVrwVBQHp6OubMmYOGDRtKNSwRFTFupaywbWBd2JopcTssDp2WBeDJq0Rth0VEpNM0Pg1Mhjlz5qBx48YIDAxEcnIyfvjhB9y4cQNRUVE4ffq0VMMSURFU2d4cOwZ6oduqc3j0MhEdlwVgQ19PlLcz1XZoREQ6SbIjgNWqVcPdu3dRv359tGvXDgkJCejQoQMuX76McuXKSTUsERVRpW1MsHOwF8rZmuB5zBt0Xh6A609jtB0WEZFOkqwAPHr0KCwsLDB+/Hhs374d+/fvx/Tp0+Hg4IDFixdLNSwRFWEOFkbYPtAL1UqY42VCMnxWnMWFR1HaDouISOdIVgB26NABFy9ezNK+cOFCjBs3TqphiaiIK2aqxOb+dVGntDXiklLRY/U5HLsToe2wiIh0imQF4Ny5c9GyZUvcvn1b3fbrr79i4sSJ+Oeff6Qaloj0gLlKgXV96qBBJVu8SUlH//WB+Ofqc22HRUSkMyS7CaRfv36IiopCkyZNcOrUKWzbtg0zZszA/v378dlnn0k1LBHpCSNDOVb08MDo7UHYd/U5hm+5hISkGuhU20nboRERFXqSFYAA8MMPP+Dly5fw8PBAWloaDh06hLp160o5JBHpEUMDGRZ2cYOZygBbzj/GD7uuIvZNCvp9XlbboRERFWoaLQB///33LG0lSpSAsbExvvjiC5w/fx7nz58HAIwYMUKTQxORnpLLBMz4qjrMVAqsOPEA0/+5hdg3qRjVpAIEQdB2eEREhZJGC8AFCxZk2y6Xy3H69Gn1/H+CIOSrADxx4gTmzp2Lixcv4vnz59i9ezfat2+vXp7TD/k5c+ZgzJgx2S6bPHkypkyZkqmtUqVKma5ZJCLdIAgCxrWsDAsjBeYeuoPfj9xD7OsUTPzSBTIZi0AiovdptAB8+PChJrtTS0hIgKurK/r06YMOHTpkWf78eeaLvw8cOIC+ffvi66+//mC/VatWxeHDh9WvDQwkPSNORBISBAFDG5aHmcoAE/fegN+ZR4h7k4rZX1eHgVyy+92IiHSSTlQ8LVu2RMuWLXNcbm9vn+n13r170bBhQ5Qt++HrgAwMDLJsS0S6radXaZgqDTBm51XsuvQE8Ukp+N3HDUoDubZDIyIqNCQrAL/++mvUqVMHP/74Y6b2OXPm4MKFC9ixY4ck44aHh+Off/7BunXrcl333r17cHR0hEqlgpeXF2bOnIlSpUrluH5SUhKSkpLUr2NjYwEAKSkpSElJ+fTg35HRn6b7LUz0IUeAeWpDm+rFoZK74tvtV3DoRjj6rL2AJV1dYWz46T/yClOeUtKHPPUhR4B5fmhdfSaIoihK0bGtrS3+++8/VK9ePVP7tWvX0KRJE4SHh39Uv4IgZLkG8F1z5szBrFmz8OzZM6hUqhz7OXDgAOLj41GpUiU8f/4cU6ZMwdOnT3H9+nWYmZllu0121w0CwObNm2FsbPxR+RCRdO7ECFh1W4bkdAGlTUUMrJIGY50470FEUkpMTETXrl0RExMDc3NzbYejFZIVgEZGRggKCkKlSpUytd++fRtubm54/fr1R/WbWwFYuXJlNG3aFH/88Ue++o2OjoazszPmz5+Pvn37ZrtOdkcAnZycEBkZqfE3UEpKCvz9/dG0aVMoFAqN9l1Y6EOOAPPUtsuPo9Fv/SXEvklF5eKmWNvLHTamyo/ur7DmqWn6kKc+5Agwz+zExsbCxsZGrwtAyf4Wrl69OrZt24aJEydmat+6dStcXFwkGfPkyZO4c+cOtm3blu9tLS0tUbFiRdy/fz/HdZRKJZTKrL84FAqFZB8qKfsuLPQhR4B5akudsrbYNtALPVafx+3weHRdHYgNfeugpNWnHbUvbHlKRR/y1IccAeb5/jr6TrICcMKECejQoQOCg4PRqFEjAMCRI0ewZcsWya7/W716Ndzd3eHq6prvbePj4xEcHIwePXpIEBkRaVMVB3PsHOSFbqvO4WFkAjotC8CGfp4oZ2uq7dCIiLRCsrkR2rRpgz179uD+/fsYMmQIvvvuOzx58gSHDx/O8fRtTuLj4xEUFISgoCAAb6ebCQoKQmhoqHqd2NhY7NixA/369cu2j8aNG2PRokXq199//z2OHz+OR48e4cyZM/jqq68gl8vh4+OT71yJqPArbWOCnYO9UM7WBM9i3qDTsgBcfxqj7bCIiLRC0suhW7dujdatW39yP4GBgWjYsKH69ejRowEAvr6+8PPzA/D21LIoijkWcMHBwYiMjFS/fvLkCXx8fPDy5UvY2tqifv36OHv2LGxtbT85XiIqnBwsjLB9oBd8157H9aex8Fl5Fmt71YZHaWtth0ZEVKAkvx/u4sWLuHXrFoC3Ey+7ubnlu48GDRogt3tVBgwYgAEDBuS4/NGjR5leb926Nd9xEJHuK2aqxOb+ddHPLxDnH0Wh++pzWN7DA94V+ccfEekPyU4BR0REoFGjRqhduzZGjBiBESNGwN3dHY0bN8aLFy+kGpaIKFfmKgXW9amDBpVs8SYlHf3WXcD+a89z35CIqIiQrAAcPnw44uLicOPGDURFRSEqKgrXr19HbGxsvp4DTEQkBSNDOVb08EDrGg5ISRMxbPMlbL/wWNthEREVCMlOAR88eBCHDx9GlSpV1G0uLi5YvHgxmjVrJtWwRER5Zmggw+9d3GCmNMDWC4/xw66riEtKRd/6ZbQdGhGRpCQ7Apienp7tPDsKhQLp6elSDUtElC9ymYCZHaqj/+dvi75p+25igf/dXK87JiLSZZIVgI0aNcK3336LZ8+eqduePn2KUaNGoXHjxlINS0SUb4Ig4KdWVfB9s4oAgIVH7mHqvptIT2cRSERFk2QF4KJFixAbG4vSpUujXLlyKFeuHMqUKYPY2Fj8/vvvUg1LRPRRBEHAsEYVMKVtVQDA2tOP8MOuq0hN4xkLIip6JLsG0MnJCZcuXcLhw4dx+/ZtAECVKlXQpEkTqYYkIvpkvvVKw1RpgB92XcXOi08Q/yYVC31qQmkg13ZoREQaI+k8gIIgoGnTpmjatKm67dKlS5g4cSL27dsn5dBERB/ta/eSMFUZYPjmyzh4Iwz91gVieQ93GBtKPnUqEVGBkOQU8KFDh/D999/jp59+woMHDwAAt2/fRvv27VG7dm3eBEJEhV7zqvZY06s2jA3lOHkvEj1Wn0fM6xRth0VEpBEaLwBXr16Nli1bws/PD7Nnz0bdunWxceNGeHl5wd7eHtevX8f+/fs1PSwRkcbVr2CDDX09Ya4ywMWQV+iy4iwi45O0HRYR0SfTeAG4cOFCzJ49G5GRkdi+fTsiIyOxZMkSXLt2DcuWLcs0LyARUWHn7myFbQO9YGOqxK3nsfBZdQFRrAGJSMdpvAAMDg5Gx44dAQAdOnSAgYEB5s6di5IlS2p6KCKiAlHFwRw7BnmhhKURHr1MxMLrcjx4kaDtsIiIPprGC8DXr1/D2NgYwNubQJRKJRwcHDQ9DBFRgSpjY4Idg7xQ1sYY0ckCfFafx41nMdoOi4joo0hyS9uqVatgamoKAEhNTYWfnx9sbGwyrcPnARORrnG0NMLmfnXwzR9H8SQhBV1WnMWqnh7wLFtM26EREeWLxgvAUqVKYeXKlerX9vb22LBhQ6Z1BEFgAUhEOqmYiSGGuaRhZ4QNAkOi0WP1efzayRVtXB21HRoRUZ5pvAB89OiRprskIipUjAyAtb7u+H7XdRy6EY7hWy4jLOYN+n1eBoIgaDs8IqJcSfYoOCKiokylkGNJN3f0qlcaAPDL/luY8vdNpPH5wUSkAzRaAG7dujXP6z5+/BinT5/W5PBERAVKLhMwqY0Lxrd6O72V35lHGLLpIt6kpGk5MiKiD9NoAbh06VJUqVIFc+bMwa1bt7Isj4mJwf79+9G1a1fUqlULL1++1OTwREQFThAE9P+iLP7wcYOhXIZDN8Lhs/IsohKStR0aEVGONFoAHj9+HLNnz4a/vz+qVasGc3NzVKhQAdWrV0fJkiVRrFgx9OnTB6VKlcL169fRtm1bTQ5PRKQ1bVwdsaFvHZirDHA5NBpfLz2DkJecK5CICieN3wTStm1btG3bFpGRkTh16hRCQkLw+vVr2NjYwM3NDW5ubpDJeOkhERU9nmWL4c8h9eC75gIeRiagw5IzWN2rNmo6WWo7NCKiTCSZBxAAbGxs0L59e6m6JyIqlMrbmWH3kHros+4Crj+NRZcVAfjDpxaauhTXdmhERGo8FEdEpGF25ipsG+AF74q2eJOSjoEbArEh4JG2wyIiUmMBSEQkAROlAVb5eqCzhxPSRWDC3huYdeA20jlNDBEVAiwAiYgkopDLMOvr6hjdtCIAYNnxYIzcFoSkVE4TQ0TaxQKQiEhCgiBgROMKmNfRFQYyAX9deQbfNecR8zpF26ERkR4rsAIwLS0NQUFBePXqVUENSURUaHzjXhJre9eGqdIAZx9EoeOyM3ga/VrbYRGRnpKsABw5ciRWr14N4G3x5+3tjVq1asHJyQnHjh2TalgiokLr8wq22DawLuzMlLgbHo8OS07jxrMYbYdFRHpIsgJw586dcHV1BQD8/fffePjwIW7fvo1Ro0Zh/PjxUg1LRFSoVXW0wO6hn6FicVOExyah8/KzOHnvhbbDIiI9I1kBGBkZCXt7ewDA/v370bFjR1SsWBF9+vTBtWvXpBqWiKjQK2FphB2D6qFuWWvEJ6Wi99oL2BH4WNthEZEekawALF68OG7evIm0tDQcPHgQTZs2BQAkJiZCLpdLNSwRkU6wMFJgXZ86aFfTEanpIsbsvIqFh+9BFDlNDBFJT7ICsHfv3ujUqROqVasGQRDQpEkTAMC5c+dQuXJlqYYlItIZSgM5FnSqicENygEAFhy+i7G7riElLV3LkRFRUSfZo+AmT56MatWq4fHjx+jYsSOUSiUAQC6XY+zYsVINS0SkU2QyAT+2qAxHSyNM2nsd2wIfIyz2DRZ3qwVTpWQ/oolIz0n60+Wbb77J9Do6Ohq+vr5SDklEpJN61HWGvbkKw7dcwvG7L9B5eQDW9qoNO3OVtkMjoiJIslPAs2fPxrZt29SvO3XqhGLFiqFkyZK4evWqVMMSEemspi7FsXWAF4qZGOLGs1h8teQM7kfEaTssIiqCJCsAly1bBicnJwCAv78//P39ceDAAbRo0QLff/+9VMMSEem0mk6W+HNIPZSxMcHT6NfosOQMzj14qe2wiKiIkawADAsLUxeA+/btQ6dOndCsWTP88MMPuHDhglTDEhHpPOdiJtg1uB7cSlki9k0qeqw+j7+vPNN2WERUhEhWAFpZWeHx47fzWh08eFB9F7AoikhL44PQiYg+xNrEEJv71UUzl+JITkvH8C2XsfLEA04TQ0QaIVkB2KFDB3Tt2hVNmzbFy5cv0bJlSwDA5cuXUb58eamGJSIqMowM5Vja3R296pUGAPyy/xam/H0TaeksAono00h2F/CCBQtQunRpPH78GHPmzIGpqSkA4Pnz5xgyZIhUwxIRFSlymYBJbVxQwtIIv+y/Bb8zj/A85jUWdnGDSsFJ9Yno40hWACoUimxv9hg1apRUQxIRFUmCIKD/F2Vhb6HCd9uv4NCNcPisPIvVvrVhbWKo7fCISAdJPsvozZs3ERoaiuTk5Eztbdu2lXpoIqIipY2rI+zMlOi/PhCXQ6Px9dIz8OtdG87FTLQdGhHpGMkKwAcPHuCrr77CtWvXIAiC+sJlQRAAgDeCEBF9BM+yxfDnkHrwXXMBDyMT0GHJGazuVRs1nSy1HRoR6RDJbgL59ttvUaZMGURERMDY2Bg3btzAiRMn4OHhgWPHjkk1LBFRkVfezgy7h9RDtRLmeJmQjC4rAuB/M1zbYRGRDpGsAAwICMDUqVNhY2MDmUwGmUyG+vXrY+bMmRgxYoRUwxIR6QU7cxW2DfCCd0VbvElJx8ANgdgQ8EjbYRGRjpCsAExLS4OZmRkAwMbGBs+evZ3E1NnZGXfu3JFqWCIivWGiNMAqXw909nBCughM2HsDsw7cRjqniSGiXEhWAFarVg1XrlwBAHh6emLOnDk4ffo0pk6dirJly+arrxMnTqBNmzZwdHSEIAjYs2dPpuWCIGT7NXfu3A/2u3jxYpQuXRoqlQqenp44f/58vuIiItI2hVyGWV9Xx+imFQEAy44HY+S2ICSl8jprIsqZZAXgzz//jPT0dADA1KlT8fDhQ3z++efYv38/fv/993z1lZCQAFdXVyxevDjb5c+fP8/0tWbNGgiCgK+//jrHPrdt24bRo0dj0qRJuHTpElxdXdG8eXNERETkKzYiIm0TBAEjGlfA3G9qwEAm4K8rz+C75jxiXqdoOzQiKqQkuwu4efPm6v+XL18et2/fRlRUFKysrNR3AudVy5Yt1U8SyY69vX2m13v37kXDhg0/eKRx/vz56N+/P3r37g0AWLZsGf755x+sWbMGY8eOzVd8RESFQUcPJxQ3V2HIpks4+yAKHZedwdredVDC0kjboRFRISP5PIDvsra2lnyM8PBw/PPPP1i3bl2O6yQnJ+PixYsYN26cuk0mk6FJkyYICAjIcbukpCQkJSWpX8fGxgIAUlJSkJKi2b+0M/rTdL+FiT7kCDDPoqaw5+lVxhKb+nqg/4bLuBsejw6LT2NFDze4OJjnq5/Cnqcm6EOOAPP80Lr6TBA1/GTxPn365Gm9NWvWfFT/giBg9+7daN++fbbL58yZg1mzZuHZs2dQqVTZrvPs2TOUKFECZ86cgZeXl7r9hx9+wPHjx3Hu3Llst5s8eTKmTJmSpX3z5s0wNjbOfzJERBKJSgKW35Ij7LUApVxEn4rpqGzJm0OIACAxMRFdu3ZFTEwMzM3z98dRUaHxI4B+fn5wdnaGm5sbNFxb5smaNWvQrVu3HIu/TzFu3DiMHj1a/To2NhZOTk5o1qyZxt9AKSkp8Pf3R9OmTaFQKDTad2GhDzkCzLOo0aU827ZIwZAtQTj38BVW3jHA9HYu+LpWiTxtq0t5fix9yBFgntnJOIOnzzReAA4ePBhbtmzBw4cP0bt3b3Tv3r1ATv0CwMmTJ3Hnzh1s27btg+vZ2NhALpcjPDzzxKnh4eFZrid8l1KphFKpzNKuUCgk+1BJ2XdhoQ85AsyzqNGFPIspFFjf1xM/7LyKvUHPMHb3DYTHpWBE4/J5vhZbF/L8VPqQI8A8319H32n8LuDFixfj+fPn+OGHH/D333/DyckJnTp1wqFDhyQ/Irh69Wq4u7vD1dX1g+sZGhrC3d0dR44cUbelp6fjyJEjmU4JExHpOqWBHAs61cTgBuUAAAsO38XYXdeQkpau5ciISJskmQZGqVTCx8cH/v7+uHnzJqpWrYohQ4agdOnSiI+Pz3d/8fHxCAoKQlBQEADg4cOHCAoKQmhoqHqd2NhY7NixA/369cu2j8aNG2PRokXq16NHj8bKlSuxbt063Lp1C4MHD0ZCQoL6rmAioqJCJhPwY4vKmNa+GmQCsC3wMfqtC0R8Uqq2QyMiLZH8LmCZTAZBECCKItLSPm5i0sDAQDRs2FD9OuM6PF9fX/j5+QEAtm7dClEU4ePjk20fwcHBiIyMVL/u3LkzXrx4gYkTJyIsLAw1a9bEwYMHUbx48Y+KkYiosOtR1xn25ioM33IJx+++QOflAVjbqzbszDV/zTQRFW6SHAFMSkrCli1b0LRpU1SsWBHXrl3DokWLEBoaClNT03z316BBA4iimOUro/gDgAEDBiAxMREWFhbZ9vHo0SNMnjw5U9uwYcMQEhKCpKQknDt3Dp6envmOjYhIlzR1KY6tA7xQzMQQN57F4qslZ3A/Ik7bYRFRAdN4AThkyBA4ODhg1qxZ+PLLL/H48WPs2LEDrVq1gkwm2YNHiIgoj2o6WeLPIfVQupgxnka/RoclZ3DuwUtth0VEBUjjp4CXLVuGUqVKoWzZsjh+/DiOHz+e7Xp//vmnpocmIqI8ci5mgl2D66Hf+kBcDo1Gj9Xn8WsnV7RxddR2aERUADReAPbs2TPfj3ojIqKCV8xUic396uLbrZfx781wDN9yGWExb9Dv8zLaDo2IJCbJRNBERKQbjAzlWNrdHdP23YTfmUf4Zf8tPI1+jbHNK2g7NCKSUIE+C5iIiAofuUzApDYuKGFphF/234LfmUd4+ioRzcy0HRkRSYV3ZRAREQRBQP8vyuIPHzcYymXwvxWBxTfliEpI1nZoRCQBFoBERKTWxtURG/rWgbnKAI/iBXReeR4hLxO0HRYRaRgLQCIiysSzbDFs618H1koRj14mosOSM7gU+krbYRGRBrEAJCKiLMrbmWJktTRUdTTDy4RkdFlxFnuDnmo7LCLSEI3eBPLXX3/led22bdtqcmgiItIwC0NgY5/aGLPrBg7fCse3W4NwNzwO3zWtBJmM030R6TKNFoDt27fP03qCIHz0c4GJiKjgmCoNsLyHO+YeuoNlx4Ox+Ggw7kfEY36nmjBRciIJIl2l0VPA6enpefpi8UdEpDvkMgFjW1bGrx1dYSiX4dCNcHyzLABPo19rOzQi+ki8BpCIiPLka/eS2DLAEzamhrj1PBbtFp3CxRDeHEKkiyQ9fp+QkIDjx48jNDQUycmZ55IaMWKElEMTEZEE3J2tsWfoZ+i//iJuPY+Fz4qzmPV1dXSoVVLboRFRPkhWAF6+fBmtWrVCYmIiEhISYG1tjcjISBgbG8POzo4FIBGRjippZYydg7wwalsQ/r0ZjtHbr+BueDx+aM6bQ4h0hWSngEeNGoU2bdrg1atXMDIywtmzZxESEgJ3d3fMmzdPqmGJiKgAmCgNsKy7O4Y2LAcAWHY8GAM2XER8UqqWIyOivJCsAAwKCsJ3330HmUwGuVyOpKQkODk5Yc6cOfjpp5+kGpaIiAqITCZgTPPK+K1zTRgayHD4Vji+WXoGT14lajs0IsqFZAWgQqGATPa2ezs7O4SGhgIALCws8PjxY6mGJSKiAtberQS2DqgLG1MlbofFod2i0wh8FKXtsIjoAyQrAN3c3HDhwgUAgLe3NyZOnIhNmzZh5MiRqFatmlTDEhGRFtQqZYW/hn0GFwdzvExIhs/Ks9gRyD/2iQoryQrAGTNmwMHBAQDwyy+/wMrKCoMHD8aLFy+wfPlyqYYlIiItcbQ0ws7BXmhR1R4paSLG7LyKGftvIS1d1HZoRPQeye4C9vDwUP/fzs4OBw8elGooIiIqJIwNDbCkWy38dvgufv/vPlaceIDgiHj81qUmzFQKbYdHRP8j2RHARo0aITo6Okt7bGwsGjVqJNWwRESkZTKZgNHNKuF3HzcoDWQ4cjsC3ywNwOMo3hxCVFhIVgAeO3Ysy+TPAPDmzRucPHlSqmGJiKiQaOvqiG0DvWBnpsSd8Di0W3wa5x/y5hCiwkDjp4CvXr2q/v/NmzcRFhamfp2WloaDBw+iRIkSmh6WiIgKoZpOlvhrWH30Xx+Ia09j0G3VWfzSvjo61XbSdmhEek3jBWDNmjUhCAIEQcj2VK+RkRH++OMPTQ9LRESFlL2FCtsHeuH7HVfwz7Xn+GHXVdwNj8O4VlUg55NDiLRC4wXgw4cPIYoiypYti/Pnz8PW1la9zNDQEHZ2dpDL5ZoeloiICjEjQzkWdXVDhSOm+O3wPaw69RD3X8Tjdx83mPPmEKICp/EC0NnZGQCQnp6u6a6JiEiHCYKAkU0qorydKb7bfgXH7rxAhyVnsNrXA87FTLQdHpFekewmEAAIDg7G8OHD0aRJEzRp0gQjRoxAcHCwlEMSEVEh92UNR+wY5IXi5krcj4hH+8WncfbBS22HRaRXJCsADx06BBcXF5w/fx41atRAjRo1cO7cOVStWhX+/v5SDUtERDqgRsm3N4e4lrTAq8QUdF91DlvOh2o7LCK9IdlE0GPHjsWoUaMwa9asLO0//vgjmjZtKtXQRESkA4qbq7BtoBfG7LyKv688w7g/r+FueBzGt6oCA7mkJ6iI9J5kn7Bbt26hb9++Wdr79OmDmzdvSjUsERHpEJVCjt+71MTophUBAGtPP0KfdYGIfZOi5ciIijbJCkBbW1sEBQVlaQ8KCoKdnZ1UwxIRkY4RBAEjGlfA0m61YKSQ48TdF/hq8Wk8ikzQdmhERZbGC8CpU6ciMTER/fv3x4ABAzB79mycPHkSJ0+exKxZszBw4ED0799f08MSEZGOa1ndATsGecHBQoXgFwlot/g0zgRHajssoiJJ4wXglClTEB8fjwkTJmDixIn4448/4O3tDW9vbyxatAiTJ0/Gzz//rOlhiYioCKhWwgJ7h36Gmk6WiHmdgp6rz2PTuRBth0VU5Gi8ABRFEcDbQ/qjRo3CkydPEBMTg5iYGDx58gTffvstBIEzvxMRUfbszFXYOqAu2td0RGq6iPG7r2PyXzeQmsb5ZYk0RZJrAN8v8MzMzGBmZibFUEREVASpFHIs6FwTY5pXAgD4nXmE3n4XEJPIm0OINEGSaWAqVqyY61G+qKgoKYYmIqIiQhAEDG1YHuVsTTFqWxBO3ovEV0tOY5WvB8rammo7PCKdJkkBOGXKFFhYWEjRNRER6ZkW1ezhZO2F/usC8SAyAe0Xn8aSbu6oX8FG26ER6SxJCsAuXbpwqhciItKYqo4W2DusPgZuCMSl0Gj4rj2PyW1c0MOrtLZDI9JJGr8GkDd4EBGRFGzNlNjcvy46uJVAWrqICXtvYMKe60jhzSFE+SbZXcBERESaplLI8WsnV/zYojIEAdhwNgS91p7nzSFE+aTxAjA9PZ2nf4mISDKCIGBwg3JY0cMDxoZynL7/Eu2XnEbwi3hth0akM/i0bSIi0klNXYpj1+B6KGFphIf/uznkxN0X2g6LSCewACQiIp1VxcEce4d9Bg9nK8S9SUVvvwvwO/2QlyMR5YIFIBER6TQbUyU29ffEN+4lkZYuYvLfNzGeN4cQfZBOFIAnTpxAmzZt4OjoCEEQsGfPnizr3Lp1C23btoWFhQVMTExQu3ZthIaG5tinn58fBEHI9KVSqSTMgoiIpKI0kGPuNzUwvlUVCAKw+Vwoeq4+j1cJydoOjahQ0okCMCEhAa6urli8eHG2y4ODg1G/fn1UrlwZx44dw9WrVzFhwoRcCzpzc3M8f/5c/RUSwgeOExHpKkEQ0P+LsljV0wMmhnIEPHh7c8j9iDhth0ZU6EgyEbSmtWzZEi1btsxx+fjx49GqVSvMmTNH3VauXLlc+xUEAfb29hqJkYiICofGVYrjzyGfoe+6Cwh5mYivFp/BH13d0KASZ6ggyqATRwA/JD09Hf/88w8qVqyI5s2bw87ODp6entmeJn5ffHw8nJ2d4eTkhHbt2uHGjRvSB0xERJKrZG+GvUM/Q53S1ohLentzyJJj93lzCNH/6MQRwA+JiIhAfHw8Zs2ahenTp2P27Nk4ePAgOnTogKNHj8Lb2zvb7SpVqoQ1a9agRo0aiImJwbx581CvXj3cuHEDJUuWzHabpKQkJCUlqV/HxsYCAFJSUpCSotlJSDP603S/hYk+5Agwz6KGeeoOc6UMa31rYeo/t7At8CnmHLyDq4+jMeurqjBRGhSJHPOCeea8rj4TRB37c0gQBOzevRvt27cHADx79gwlSpSAj48PNm/erF6vbdu2MDExwZYtW/LUb0pKCqpUqQIfHx9MmzYt23UmT56MKVOmZGnfvHkzjI2N858MEREViDPhAnY+lCFNFGBvJKJvpTTYGWk7KtKWxMREdO3aFTExMTA3N9d2OFqh80cAbWxsYGBgABcXl0ztVapUwalTp/Lcj0KhgJubG+7fv5/jOuPGjcPo0aPVr2NjY+Hk5IRmzZpp/A2UkpICf39/NG3aFAqFQqN9Fxb6kCPAPIsa5qmbWgH4OjQaw7ZeQVhcEn6/rcKc9lWQHHK5yOSYk6K2L3OSnzwzzuDpM50vAA0NDVG7dm3cuXMnU/vdu3fh7Oyc537S0tJw7do1tGrVKsd1lEollEpllnaFQiHZh0rKvgsLfcgRYJ5FDfPUPXXK2WLf8PoYvOkSLoa8wpBt19CypIAWcoMik+OHFKV9+SF5yVMfvg+50YmbQOLj4xEUFISgoCAAwMOHDxEUFKSe52/MmDHYtm0bVq5cifv372PRokX4+++/MWTIEHUfPXv2xLhx49Svp06din///RcPHjzApUuX0L17d4SEhKBfv34FmhsRERUcO3MVtvSvi+51S0EUgf2P5fBZfQHnHrzUdmhEBUonjgAGBgaiYcOG6tcZp2F9fX3h5+eHr776CsuWLcPMmTMxYsQIVKpUCbt27UL9+vXV24SGhkIm+/9699WrV+jfvz/CwsJgZWUFd3d3nDlzJsupZCIiKloMDWSY3r46XOxNMWnvDVwKjUbnFWfxeQUbjGleCTVKWmo7RCLJ6UQB2KBBg1xv3e/Tpw/69OmT4/Jjx45ler1gwQIsWLBAE+EREZEO6uheEqmPr+K2vDS2Bz7FyXuROHkvEi2q2uO7ZhVRobiZtkMkkoxOnAImIiKSgoUhMKWNC/77rgE6uJWAIAAHb4Sh+W8nMHp7EB5HJWo7RCJJsAAkIiK9V6qYMeZ3rolDI79A86rFkS4Cf156ika/HsOEPdcREftG2yESaRQLQCIiov+pWNwMy3t4YO/Qz/B5BRukpInYcDYEX8w9ipn7b+FVQrK2QyTSCBaARERE73F1ssSGvp7Y0r8u3J2t8CYlHctPPMAXc45i4eF7iE9K1XaIRJ+EBSAREVEOvMoVw85BXljTywNVHMwRl5SKBYfv4os5R7Hq5AO8SUnTdohEH4UFIBER0QcIgoBGlYvjn+H1sairG8ramCAqIRnT/7mFBnOPYdO5EKSkpWs7TKJ8YQFIRESUBzKZgC9rOOLfUV9gztc14GihQljsG4zffR1N5h/HnstPkZb+4SnLiAoLFoBERET5YCCXoVNtJxwd0wCT2rjAxtQQIS8TMXJbEFotPIl/b4TlOnctkbaxACQiIvoISgM5en9WBsfHNMSY5pVgpjLAnfA4DNhwEe2XnMHp+5HaDpEoRywAiYiIPoGJ0gBDG5bHqR8aYWjDcjBSyHHlcTS6rTqHrivP4lLoK22HSJQFC0AiIiINsDBWYEzzyjjxQ0P0qlcahnIZzgS/RIclZ9BvXSBuPY/VdohEaiwAiYiINMjWTInJbaviv++90cmjJGQCcPhWOFr9fhIjtlzGw8gEbYdIxAKQiIhICiWtjDHnG1f4j/ZG6xoOEEXgryvP0GT+cYz78yqeRb/Wdoikx1gAEhERSaicrSkWd62FfcPro1FlO6Sli9hy/jEazDuGaftu4mV8krZDJD3EApCIiKgAVCthgTW9amPnIC/UKWON5NR0rD71EF/MOYpf/72DmNcp2g6R9IiBtgMgIiLSJx6lrbFtQF2cvBeJuYfu4NrTGPzx3334nXmE2qWtUaOkBVxLWqJGSQsUM1VqO1wqolgAEhERFTBBEPBFRVt8XsEGh26E4dd/7+JeRDz+ux2B/25HqNcrYWkEVycL1PhfQVi9hAXMVAotRk5FBQtAIiIiLREEAS2qOaCpiz2uPInGlcfRuPokBlefRCP4RQKeRr/G0+jX2H8t7H/rA2VtTOBa0hKV7M1gY6qEtakhbEze/lvMxBAqhVzLWZEuYAFIRESkZXKZgFqlrFCrlJW6Le5NCq49jVEXhFcex+Bp9GsEv0hA8Iucp5IxVRrA2sQQxf5XEFoZK/AqTIbwMyGwMzdSL7MxVcLK2BCGBrwdQB+xACQiIiqEzFQK1Ctng3rlbNRtkfFJuPYkBleeRONRZAJeJiTjZXwyohKS8TIhCSlpIuKTUhGflIrQqMR3epPh8NM72Y5jrjJAMVMliv2vMLQ2UcLG1PB/haISNiaG/zu6qISVsQIGchaMRQELQCIiIh1hY6pEw8p2aFjZLssyURQR+yb1bTEYn6QuDiNiX+PSjbsws3XEq8QURCUkIzI+Ga8Sk5GW/nab2DepeZqgWhAASyPF/xeHGYWiifJ/RxyV6iOPxUyVsDRSQCYTpPhW0CdiAUhERFQECIIACyMFLIwUKGNjom5PSUnB/sTbaNWqBhSK/7+BJD1dRMzrFLxMSMLL+OS3BWNG8fi/o4qR8Un/O7r4tmAUReBVYgpeJaZ88DR0BpkAdYH47mnpYqaZC0Vrk7fXMZobGUAQWDAWBBaAREREekgmE2BlYggrE0OUz3pAMYu0dBGvEpP/Vyz+r2j8X4EYmZCMqHfbE5IR8zoF6SIQGf/2iGNeGMgE9dHFjFPSLarao2V1h0/Mlt7HApCIiIhyJZcJsDFVwsZUCcAs1/VT0tLx6n+nm18mJKlPPUf9r0hU//9/p6rjk1KRmi4iIi4JEXH//3SUsjamaFldwsT0FAtAIiIi0jiFXAY7cxXszFV5Wv9NShqiEv7/1HPGaWj30la5b0z5xgKQiIiItE6lkMPR0giOlkbaDkUv8F5uIiIiIj3DApCIiIhIz7AAJCIiItIzLACJiIiI9AwLQCIiIiI9wwKQiIiISM+wACQiIiLSMywAiYiIiPQMC0AiIiIiPcMCkIiIiEjPsAAkIiIi0jMsAImIiIj0DAtAIiIiIj1joO0AdJkoigCA2NhYjfedkpKCxMRExMbGQqFQaLz/wkAfcgSYZ1HDPIsOfcgRYJ7Zyfi9nfF7XB+xAPwEcXFxAAAnJyctR0JERET5FRcXBwsLC22HoRWCqM/l7ydKT0/Hs2fPYGZmBkEQNNp3bGwsnJyc8PjxY5ibm2u078JCH3IEmGdRwzyLDn3IEWCe2RFFEXFxcXB0dIRMpp9Xw/EI4CeQyWQoWbKkpGOYm5sX6Q8soB85AsyzqGGeRYc+5Agwz/fp65G/DPpZ9hIRERHpMRaARERERHqGBWAhpVQqMWnSJCiVSm2HIhl9yBFgnkUN8yw69CFHgHlS9ngTCBEREZGe4RFAIiIiIj3DApCIiIhIz7AAJCIiItIzLACJiIiI9AwLQC1ZvHgxSpcuDZVKBU9PT5w/f/6D6+/YsQOVK1eGSqVC9erVsX///gKK9NPkJ08/Pz8IgpDpS6VSFWC0H+fEiRNo06YNHB0dIQgC9uzZk+s2x44dQ61ataBUKlG+fHn4+flJHuenym+ex44dy7I/BUFAWFhYwQT8EWbOnInatWvDzMwMdnZ2aN++Pe7cuZPrdrr2+fyYPHXx87l06VLUqFFDPTGwl5cXDhw48MFtdG1f5jdHXdyP2Zk1axYEQcDIkSM/uJ6u7c+CxAJQC7Zt24bRo0dj0qRJuHTpElxdXdG8eXNERERku/6ZM2fg4+ODvn374vLly2jfvj3at2+P69evF3Dk+ZPfPIG3M7g/f/5c/RUSElKAEX+chIQEuLq6YvHixXla/+HDh2jdujUaNmyIoKAgjBw5Ev369cOhQ4ckjvTT5DfPDHfu3Mm0T+3s7CSK8NMdP34cQ4cOxdmzZ+Hv74+UlBQ0a9YMCQkJOW6ji5/Pj8kT0L3PZ8mSJTFr1ixcvHgRgYGBaNSoEdq1a4cbN25ku74u7sv85gjo3n5834ULF7B8+XLUqFHjg+vp4v4sUCIVuDp16ohDhw5Vv05LSxMdHR3FmTNnZrt+p06dxNatW2dq8/T0FAcOHChpnJ8qv3muXbtWtLCwKKDopAFA3L179wfX+eGHH8SqVatmauvcubPYvHlzCSPTrLzkefToURGA+OrVqwKJSQoREREiAPH48eM5rqOrn8935SXPovD5FEVRtLKyEletWpXtsqKwL0Xxwznq+n6Mi4sTK1SoIPr7+4ve3t7it99+m+O6RWV/SoVHAAtYcnIyLl68iCZNmqjbZDIZmjRpgoCAgGy3CQgIyLQ+ADRv3jzH9QuDj8kTAOLj4+Hs7AwnJ6dc/4rVVbq4Pz9FzZo14eDggKZNm+L06dPaDidfYmJiAADW1tY5rlMU9mde8gR0+/OZlpaGrVu3IiEhAV5eXtmuo+v7Mi85Arq9H4cOHYrWrVtn2U/Z0fX9KTUWgAUsMjISaWlpKF68eKb24sWL53htVFhYWL7WLww+Js9KlSphzZo12Lt3LzZu3Ij09HTUq1cPT548KYiQC0xO+zM2NhavX7/WUlSa5+DggGXLlmHXrl3YtWsXnJyc0KBBA1y6dEnboeVJeno6Ro4cic8++wzVqlXLcT1d/Hy+K6956urn89q1azA1NYVSqcSgQYOwe/duuLi4ZLuuru7L/OSoq/sRALZu3YpLly5h5syZeVpfV/dnQTHQdgBEGby8vDL91VqvXj1UqVIFy5cvx7Rp07QYGX2MSpUqoVKlSurX9erVQ3BwMBYsWIANGzZoMbK8GTp0KK5fv45Tp05pOxRJ5TVPXf18VqpUCUFBQYiJicHOnTvh6+uL48eP51gg6aL85Kir+/Hx48f49ttv4e/vr5M3rRRGLAALmI2NDeRyOcLDwzO1h4eHw97ePttt7O3t87V+YfAxeb5PoVDAzc0N9+/flyJErclpf5qbm8PIyEhLURWMOnXq6ERBNWzYMOzbtw8nTpxAyZIlP7iuLn4+M+Qnz/fpyufT0NAQ5cuXBwC4u7vjwoULWLhwIZYvX55lXV3dl/nJ8X26sh8vXryIiIgI1KpVS92WlpaGEydOYNGiRUhKSoJcLs+0ja7uz4LCU8AFzNDQEO7u7jhy5Ii6LT09HUeOHMnxmg0vL69M6wOAv7//B6/x0LaPyfN9aWlpuHbtGhwcHKQKUyt0cX9qSlBQUKHen6IoYtiwYdi9ezf+++8/lClTJtdtdHF/fkye79PVz2d6ejqSkpKyXaaL+zI7H8rxfbqyHxs3boxr164hKChI/eXh4YFu3bohKCgoS/EHFJ39KRlt34Wij7Zu3SoqlUrRz89PvHnzpjhgwADR0tJSDAsLE0VRFHv06CGOHTtWvf7p06dFAwMDcd68eeKtW7fESZMmiQqFQrx27Zq2UsiT/OY5ZcoU8dChQ2JwcLB48eJFsUuXLqJKpRJv3LihrRTyJC4uTrx8+bJ4+fJlEYA4f/588fLly2JISIgoiqI4duxYsUePHur1Hzx4IBobG4tjxowRb926JS5evFiUy+XiwYMHtZVCnuQ3zwULFoh79uwR7927J167dk389ttvRZlMJh4+fFhbKeRq8ODBooWFhXjs2DHx+fPn6q/ExET1OkXh8/kxeeri53Ps2LHi8ePHxYcPH4pXr14Vx44dKwqCIP7777+iKBaNfZnfHHVxP+bk/buAi8L+LEgsALXkjz/+EEuVKiUaGhqKderUEc+ePate5u3tLfr6+mZaf/v27WLFihVFQ0NDsWrVquI///xTwBF/nPzkOXLkSPW6xYsXF1u1aiVeunRJC1HnT8Z0J+9/ZeTm6+srent7Z9mmZs2aoqGhoVi2bFlx7dq1BR53fuU3z9mzZ4vlypUTVSqVaG1tLTZo0ED877//tBN8HmWXH4BM+6cofD4/Jk9d/Hz26dNHdHZ2Fg0NDUVbW1uxcePG6sJIFIvGvsxvjrq4H3PyfgFYFPZnQRJEURQL7ngjEREREWkbrwEkIiIi0jMsAImIiIj0DAtAIiIiIj3DApCIiIhIz7AAJCIiItIzLACJiIiI9AwLQCIiIiI9wwKQiIiISM+wACSiIqNXr15o37691sbv0aMHZsyYkef1IyMjYWdnhydPnkgYFRFRVnwSCBHpBEEQPrh80qRJGDVqFERRhKWlZcEE9Y4rV66gUaNGCAkJgampKQDg4cOHGD9+PI4dO4aoqCjY2NjA3d0ds2fPRuXKlQEA33//PV69eoXVq1cXeMxEpL9YABKRTggLC1P/f9u2bZg4cSLu3LmjbjM1NVUXXtrQr18/GBgYYNmyZQCAlJQUVKlSBZUqVcKECRPg4OCAJ0+e4MCBA/jyyy9Rt25dAMCNGzfg7u6OZ8+ewdraWmvxE5F+4SlgItIJ9vb26i8LCwsIgpCpzdTUNMsp4AYNGmD48OEYOXIkrKysULx4caxcuRIJCQno3bs3zMzMUL58eRw4cCDTWNevX0fLli1hamqK4sWLo0ePHoiMjMwxtrS0NOzcuRNt2rRRt924cQPBwcFYsmQJ6tatC2dnZ3z22WeYPn26uvgDgKpVq8LR0RG7d+/W3DeLiCgXLACJqEhbt24dbGxscP78eQwfPhyDBw9Gx44dUa9ePVy6dAnNmjVDjx49kJiYCACIjo5Go0aN4ObmhsDAQBw8eBDh4eHo1KlTjmNcvXoVMTEx8PDwULfZ2tpCJpNh586dSEtL+2CMderUwcmTJzWTMBFRHrAAJKIizdXVFT///DMqVKiAcePGQaVSwcbGBv3790eFChUwceJEvHz5ElevXgUALFq0CG5ubpgxYwYqV64MNzc3rFmzBkePHsXdu3ezHSMkJARyuRx2dnbqthIlSuD333/HxIkTYWVlhUaNGmHatGl48OBBlu0dHR0REhIizTeAiCgbLACJqEirUaOG+v9yuRzFihVD9erV1W3FixcHAERERAB4ezPH0aNH1dcUmpqaqm/YCA4OznaM169fQ6lUZrlRZejQoQgLC8OmTZvg5eWFHTt2oGrVqvD398+0npGRkfoIJBFRQTDQdgBERFJSKBSZXguCkKkto2hLT08HAMTHx6NNmzaYPXt2lr4cHByyHcPGxgaJiYlITk6GoaFhpmVmZmZo06YN2rRpg+nTp6N58+aYPn06mjZtql4nKioKtra2H5cgEdFHYAFIRPSOWrVqYdeuXShdujQMDPL2I7JmzZoAgJs3b6r/nx1BEFC5cmWcOXMmU/v169fRoEGDj4yYiCj/eAqYiOgdQ4cORVRUFHx8fHDhwgUEBwfj0KFD6N27d443c9ja2qJWrVo4deqUui0oKAjt2rXDzp07cfPmTdy/fx+rV6/GmjVr0K5dO/V6iYmJuHjxIpo1ayZ5bkREGVgAEhG9w9HREadPn0ZaWhqaNWuG6tWrY+TIkbC0tIRMlvOPzH79+mHTpk3q1yVLlkTp0qUxZcoUeHp6olatWli4cCGmTJmC8ePHq9fbu3cvSpUqhc8//1zSvIiI3sWJoImINOD169eoVKkStm3bBi8vrzxvV7duXYwYMQJdu3aVMDoiosx4BJCISAOMjIywfv36D04Y/b7IyEh06NABPj4+EkZGRJQVjwASERER6RkeASQiIiLSMywAiYiIiPQMC0AiIiIiPcMCkIiIiEjPsAAkIiIi0jMsAImIiIj0DAtAIiIiIj3DApCIiIhIz7AAJCIiItIz/wfg//xGMdpGDAAAAABJRU5ErkJggg==", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -436,18 +724,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "440b57b265da4ec18ac71d5d898d28ce", + "model_id": "12e18d100f504491883a0cca51fdb4fa", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -469,18 +757,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "6ee4275b6bc0424c80f3a8b2c7115cbe", + "model_id": "c4d452e5349c48639e2f78f3425a2026", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -494,18 +782,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d6857882944f448389562624eff00fd8", + "model_id": "c72739d8b7f24155a68a4b70b9128eec", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -519,18 +807,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "7d6f78f6f1c54d38b859248676a332fd", + "model_id": "030d5bc728d14b8d9a4c0f7c0696c93e", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -544,18 +832,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d5170223f09c40f0b83349caf525674f", + "model_id": "a04bc0dc250049e59a2e73d8650b8f11", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -593,7 +881,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -653,7 +941,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ @@ -671,7 +959,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 31, "metadata": { "scrolled": false }, @@ -682,7 +970,7 @@ "text": [ "Initial Conditions\n", "\n", - "Position - x: 0.00 m | y: 0.00 m | z: 1471.47 m\n", + "Position - x: 0.00 m | y: 0.00 m | z: 1400.00 m\n", "Velocity - Vx: 0.00 m/s | Vy: 0.00 m/s | Vz: 0.00 m/s\n", "Attitude - e0: 0.999 | e1: -0.044 | e2: -0.000 | e3: 0.000\n", "Euler Angles - Spin φ : 0.00° | Nutation θ: -5.00° | Precession ψ: 0.00°\n", @@ -697,65 +985,65 @@ "\n", "Surface Wind Conditions\n", "\n", - "Frontal Surface Wind Speed: 0.04 m/s\n", - "Lateral Surface Wind Speed: 0.74 m/s\n", + "Frontal Surface Wind Speed: 0.00 m/s\n", + "Lateral Surface Wind Speed: 0.00 m/s\n", "\n", "\n", " Rail Departure State\n", "\n", "Rail Departure Time: 0.363 s\n", - "Rail Departure Velocity: 25.800 m/s\n", - "Rail Departure Static Margin: 2.389 c\n", - "Rail Departure Angle of Attack: 1.656°\n", + "Rail Departure Velocity: 25.799 m/s\n", + "Rail Departure Static Margin: 1.219 c\n", + "Rail Departure Angle of Attack: 0.000°\n", "Rail Departure Thrust-Weight Ratio: 10.143\n", - "Rail Departure Reynolds Number: 1.815e+05\n", + "Rail Departure Reynolds Number: 2.009e+05\n", "\n", "\n", "BurnOut State\n", "\n", "BurnOut time: 3.900 s\n", - "Altitude at burnOut: 658.702 m (AGL)\n", - "Rocket velocity at burnOut: 281.070 m/s\n", - "Freestream velocity at burnOut: 281.076 m/s\n", - "Mach Number at burnOut: 0.821\n", - "Kinetic energy at burnOut: 6.415e+05 J\n", + "Altitude at burnOut: 657.314 m (AGL)\n", + "Rocket velocity at burnOut: 279.513 m/s\n", + "Freestream velocity at burnOut: 279.513 m/s\n", + "Mach Number at burnOut: 0.842\n", + "Kinetic energy at burnOut: 6.344e+05 J\n", "\n", "\n", "Apogee\n", "\n", - "Apogee Altitude: 4834.139 m (ASL) | 3362.673 m (AGL)\n", - "Apogee Time: 26.106 s\n", - "Apogee Freestream Speed: 24.340 m/s\n", + "Apogee Altitude: 4700.461 m (ASL) | 3300.461 m (AGL)\n", + "Apogee Time: 25.836 s\n", + "Apogee Freestream Speed: 20.312 m/s\n", "\n", "\n", "Events\n", "\n", - "Drogue Ejection Triggered at: 26.114 s\n", - "Drogue Parachute Inflated at: 27.614 s\n", - "Drogue Parachute Inflated with Freestream Speed of: 28.351 m/s\n", - "Drogue Parachute Inflated at Height of: 3351.663 m (AGL)\n", - "Main Ejection Triggered at: 162.571 s\n", - "Main Parachute Inflated at: 164.071 s\n", - "Main Parachute Inflated with Freestream Speed of: 18.400 m/s\n", - "Main Parachute Inflated at Height of: 700.773 m (AGL)\n", + "Drogue Ejection Triggered at: 25.838 s\n", + "Drogue Parachute Inflated at: 27.338 s\n", + "Drogue Parachute Inflated with Freestream Speed of: 24.875 m/s\n", + "Drogue Parachute Inflated at Height of: 3289.613 m (AGL)\n", + "Main Ejection Triggered at: 158.133 s\n", + "Main Parachute Inflated at: 159.633 s\n", + "Main Parachute Inflated with Freestream Speed of: 17.967 m/s\n", + "Main Parachute Inflated at Height of: 772.908 m (AGL)\n", "\n", "\n", "Impact\n", "\n", - "X Impact: -277.016 m\n", - "Y Impact: 256.647 m\n", - "Time of Impact: 285.934 s\n", - "Velocity at Impact: -5.617 m/s\n", + "X Impact: 0.000 m\n", + "Y Impact: 675.583 m\n", + "Time of Impact: 297.740 s\n", + "Velocity at Impact: -5.459 m/s\n", "\n", "\n", "Maximum Values\n", "\n", - "Maximum Speed: 286.874 m/s at 3.39 s\n", - "Maximum Mach Number: 0.837 Mach at 3.39 s\n", - "Maximum Reynolds Number: 1.933e+06 at 3.32 s\n", - "Maximum Dynamic Pressure: 3.951e+04 Pa at 3.35 s\n", - "Maximum Acceleration: 105.104 m/s² at 0.15 s\n", - "Maximum Gs: 10.718 g at 0.15 s\n", + "Maximum Speed: 285.821 m/s at 3.36 s\n", + "Maximum Mach Number: 0.860 Mach at 3.40 s\n", + "Maximum Reynolds Number: 2.138e+06 at 3.32 s\n", + "Maximum Dynamic Pressure: 4.151e+04 Pa at 3.35 s\n", + "Maximum Acceleration: 105.084 m/s² at 0.15 s\n", + "Maximum Gs: 10.716 g at 0.15 s\n", "Maximum Upper Rail Button Normal Force: 0.257 N\n", "Maximum Upper Rail Button Shear Force: 0.257 N\n", "Maximum Lower Rail Button Normal Force: 0.257 N\n", @@ -771,9 +1059,9 @@ "Absolute Error Tolerance: [0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 1e-06, 1e-06, 1e-06, 1e-06, 0.001, 0.001, 0.001]\n", "Allow Event Overshoot: True\n", "Terminate Simulation on Apogee: False\n", - "Number of Time Steps Used: 693\n", - "Number of Derivative Functions Evaluation: 1956\n", - "Average Function Evaluations per Time Step: 2.822511\n", + "Number of Time Steps Used: 551\n", + "Number of Derivative Functions Evaluation: 1954\n", + "Average Function Evaluations per Time Step: 3.546279\n", "\n", "\n", "Trajectory 3d Plot\n", @@ -783,18 +1071,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9c6d3898e5074a88a7054a09e8a29c4d", + "model_id": "8fc0598fa3ae450ca34342f6b4d6fd5f", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -818,18 +1106,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "4a7bfb4055664a81ace645574df9c883", + "model_id": "5d00cc58d29e4c948e8695e06b26c2e4", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -853,18 +1141,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "49eb1547f8a24bfb8df48debe06aab92", + "model_id": "2937f8d0330541b8beea50661af9ed5f", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -888,18 +1176,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3230ae12270d4a479fb5ae1656b85009", + "model_id": "d78905fd3d1f47ceac7c5a3971fde483", "version_major": 2, "version_minor": 0 }, - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA4QAAASwCAYAAACjAoQOAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdeVwU9f8H8NfswbLcN4ggCpL3beJ9H2nZ17RMrTwqS00rLUv75llmWZZllpblUfrtNH8dapF35pW3pigK4sUtNyzLzvz+WHZhYbkUWNh5PXtMu/OZ6z07gLz4zCFIkiSBiIiIiIiIZEdh6wKIiIiIiIjINhgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkioGQiIiIiIhIphgIiYioVixcuBCCINi6DCIiIiqGgZCIiEpZv349BEEoczh06JCtSyyXKXyaBicnJ7Rs2RKvv/46MjIybF1ejdq2bRsWLlxo6zKIiKieUNm6ACIiqrsWL16MJk2alGpv2rSpDaqpuk8//RQuLi7IysrCH3/8gSVLlmDXrl04cOCA3fZWbtu2DatWrWIoJCKiSmEgJCKiMg0dOhSdO3e2dRlW5eTkwMnJqdx5Hn74Yfj4+AAApkyZglGjRmHLli04dOgQunXrdsfbLigogCiKcHBwuON11CeSJCEvLw9ardbWpRARUTXjKaNERHTH9uzZA0EQsGfPHov22NhYCIKA9evXV7iOr7/+Gp06dYJWq4WXlxfGjBmDa9euWczTt29ftG7dGseOHUPv3r3h5OSE1157rcr19u/fHwAQExOD/Px8zJ8/H506dYK7uzucnZ3Rq1cv7N692+q+vPfee1ixYgXCwsKg0Wjw77//3tE6Vq1ahdDQUDg5OWHw4MG4du0aJEnCG2+8gaCgIGi1WvznP/9Bampqqfq3b9+OXr16wdnZGa6urrj//vtx7tw58/SJEydi1apVAGBxyqyJKIpYsWIFWrVqBUdHR/j7++PZZ5/F7du3LbbTuHFjPPDAA/j999/RuXNnaLVarFmzBgAQGRmJnj17wsPDAy4uLmjWrNkdHQsiIqob2ENIRERlSk9PR3JyskWbIAjw9vaulvUvWbIE8+bNw+jRo/H0008jKSkJK1euRO/evXHixAl4eHiY501JScHQoUMxZswYPP744/D396/y9i5fvgwA8Pb2RkZGBtauXYuxY8di8uTJyMzMxBdffIEhQ4bgyJEjaN++vcWy69atQ15eHp555hloNBp4eXlVeR2bNm1Cfn4+ZsyYgdTUVCxbtgyjR49G//79sWfPHrz66quIjo7GypUr8fLLL+PLL780L/vVV19hwoQJGDJkCN555x3k5OTg008/Rc+ePXHixAk0btwYzz77LG7evInIyEh89dVXpfb/2Wefxfr16zFp0iQ8//zziImJwccff4wTJ07gwIEDUKvV5nmjoqIwduxYPPvss5g8eTKaNWuGc+fO4YEHHkDbtm2xePFiaDQaREdH48CBA1U+FkREVEdIREREJaxbt04CYHXQaDTm+Xbv3i0BkHbv3m2xfExMjARAWrdunbltwYIFUvF/dmJjYyWlUiktWbLEYtkzZ85IKpXKor1Pnz4SAGn16tWVqt+0raioKCkpKUmKiYmR1qxZI2k0Gsnf31/Kzs6WCgoKJJ1OZ7Hc7du3JX9/f+nJJ58stS9ubm5SYmKixfxVXYevr6+UlpZmbp87d64EQGrXrp2k1+vN7WPHjpUcHBykvLw8SZIkKTMzU/Lw8JAmT55ssa34+HjJ3d3dov25556TrP3zvn//fgmAtGnTJov2HTt2lGoPCQmRAEg7duywmPeDDz6QAEhJSUml1k9ERPUTewiJiKhMq1atwj333GPRplQqq2XdW7ZsgSiKGD16tEUvZEBAAMLDw7F7926LUxE1Gg0mTZpUpW00a9bMYrxVq1bYsGGD+dpD076Iooi0tDSIoojOnTvj+PHjpdY1atQo+Pr6WrQplcoqreORRx6Bu7u7eTwiIgIA8Pjjj0OlUlm0/+9//8ONGzcQGhqKyMhIpKWlYezYsRaflVKpRERERKlTVK35/vvv4e7ujkGDBlmso1OnTnBxccHu3bsxbtw4c3uTJk0wZMgQi3WYemz/7//+D5MmTYJCwStPiIjqOwZCIiIqU5cuXWrspjKXLl2CJEkIDw+3Or346YsA0LBhwyrfxOXHH3+Em5sb1Go1goKCEBYWZjF9w4YNWL58OS5cuAC9Xm9ut3ZnVWttVV1Ho0aNLMZN4TA4ONhqu+navkuXLgEougayJDc3N6vtxV26dAnp6enw8/OzOj0xMdFi3Fr9jz76KNauXYunn34ac+bMwYABAzBy5Eg8/PDDDIdERPUUAyEREd2xsh7dYDAYKlxWFEUIgoDt27db7XV0cXGxGL+TO1z27t3bfJfRkr7++mtMnDgRI0aMwOzZs+Hn5welUomlS5earzWsaPtVXUdZvatltUuSBMD4WQHG6wgDAgJKzVe8d7EsoijCz88PmzZtsjq9ZO+ntf3VarXYt28fdu/ejd9++w07duzAt99+i/79++OPP/6ott5jIiKqPQyERER0xzw9PQEAaWlpFu1Xr16tcNmwsDBIkoQmTZqUOi21Nvzwww8IDQ3Fli1bLILtggULanUdlWHq2fTz88PAgQPLnbeskB4WFoY///wTPXr0uKvHRygUCgwYMAADBgzA+++/j7feegv//e9/sXv37gprIyKiuofndxAR0R0LCQmBUqnEvn37LNo/+eSTCpcdOXIklEolFi1aZO4JM5EkCSkpKdVaa0mm3qzi2z58+DAOHjxYq+uojCFDhsDNzQ1vvfWWxWmpJklJSeb3zs7OAEqH9NGjR8NgMOCNN94otXxBQUGp+a2x9igM051UdTpdhcsTEVHdwx5CIiIq0/bt23HhwoVS7d27d0doaCjc3d3xyCOPYOXKlRAEAWFhYfj1119LXY9mTVhYGN58803MnTsXsbGxGDFiBFxdXRETE4OffvoJzzzzDF5++eWa2C0AwAMPPIAtW7bgoYcewv3334+YmBisXr0aLVu2RFZWVq2tozLc3Nzw6aef4oknnkDHjh0xZswY+Pr6Ii4uDr/99ht69OiBjz/+GIDxJjEA8Pzzz2PIkCFQKpUYM2YM+vTpg2effRZLly7FyZMnMXjwYKjValy6dAnff/89PvzwQzz88MPl1rF48WLs27cP999/P0JCQpCYmIhPPvkEQUFB6NmzZ7XtLxER1R4GQiIiKtP8+fOttq9btw6hoaEAgJUrV0Kv12P16tXQaDQYPXo03n33XbRu3brC9c+ZMwf33HMPPvjgAyxatAiA8QYrgwcPxoMPPlh9O2LFxIkTER8fjzVr1uD3339Hy5Yt8fXXX+P777/Hnj17am0dlTVu3DgEBgbi7bffxrvvvgudToeGDRuiV69eFndfHTlyJGbMmIFvvvkGX3/9NSRJwpgxYwAAq1evRqdOnbBmzRq89tprUKlUaNy4MR5//HH06NGjwhoefPBBxMbG4ssvv0RycjJ8fHzQp08fLFq0yOLuqUREVH8IUsnzdIiIiIiIiEgWeA0hERERERGRTDEQEhERERERyRQDIRERERERkUwxEBIREREREckUAyEREREREZFMMRASERERERHJFJ9DWM+JooibN2/C1dUVgiDYuhwiIiIiorsmSRIyMzMRGBgIhYJ9WDWJgbCeu3nzJoKDg21dBhERERFRtbt27RqCgoJsXYZdYyCs51xdXQEAMTEx8PLysnE1VFv0ej3++OMPDB48GGq12tblUC3hcZcnHnf54rGXJx53o4yMDAQHB5t/16Waw0BYz5lOE3V1dYWbm5uNq6Haotfr4eTkBDc3N1n/YyE3PO7yxOMuXzz28sTjbomXRNU8npBbTfbt24fhw4cjMDAQgiBg69atFS6zZ88edOzYERqNBk2bNsX69etrvE4iIiIiIiITBsJqkp2djXbt2mHVqlWVmj8mJgb3338/+vXrh5MnT+LFF1/E008/jd9//72GKyUiIiIiIjLiKaPVZOjQoRg6dGil51+9ejWaNGmC5cuXAwBatGiBv/76Cx988AGGDBlSU2USERERERGZMRDayMGDBzFw4ECLtiFDhuDFF1+8o/V9f+w6XNyyrE4r79RrAWVPLH+5cqbd4fbucFLhNsvZj3KXu8Npd/i5laeic+SLTzUYDDiRLEA6Ew+lUlmnjnF5S97p9ozL3t0xNr/C/MZiWdP6hZLLFbYIJeZHBdPN6yvVbrmCMpezUkdBQQGuZQHnbmZApVKVX2eF9d15HZbLl1xfDX6WZawPpfa5aDmhsF2AYPHZmMaFkvPxWhUiIpIZBkIbiY+Ph7+/v0Wbv78/MjIykJubC61Wa3U5nU4HnU5nHs/IyAAAvLX9IhQap5ormOogJTZcOm3rIqjWqfDemUO2LsLuFQ+LAMyBESgZNIvGUSpoVi6Iwrxs6XVDECBAQm6OEsuj9kNRbDrK2FbRcqaQa9pE8ellh+KS+6gQBPOrothy5vEyXk3TUWJcKLaekvOX3F7J7QgosR4Fin0mpbdjrU5r8xfNJ0CpFKAUAIVCgEpR2KYoHMp4r1AAKoUCCgHGZUpOFwRze1Xo9XqLV5IHHncjue9/bWIgrGeWLl2KRYsWlWpv5SlC7SiWapekO9vOHS5W7nK1XUtNbfOOP5u72JHyFy37Fwx57H/F2yy5fKlxyfp0qURDba+nzPkqmF7p7VXzeqwuW+l11a2eOUkqrNHqF+7d/FS6UwKgy7XBdqm6KQQJCqAwjBpv5iAIgFIo9lo4XSkASkGJ907vgkphGpcKXwGluQ2l2lSCcVtKAVApjOtTWZtPAagFQKWQoFYUjZvfF74q69a3qCxERkbaugSbysnJsXUJssFAaCMBAQFISEiwaEtISICbm1uZvYMAMHfuXMyaNcs8bnpGy7pn+sDb27vG6qW6Ra/XIzIyEoMGDeItqWVETsddKgxiJcOxud08bjkdxaYbQ51kDnfGSZbjxaeXXta4Pan4doqNWy5bbFyyrLfU9BLLw2qtRcvpCwpw9OgRdO58L5QqVSWWNY7Dyj5YfI5lfA7FP3vTuCgVvYqFr4DleMn5is8vlfFqMT+sb0cqY37jekzTSq7XVKPlePFlUWydFq+ihALR+GqQJBhECQYR5veW7ZbvRQkwmDZcBlESIFp80VaVbZKZUiFAo1IUG5TGV7Vx3KGw3UmtgpNGCa1aCScH46B1UMLZwdhmfK+C1qFoupODEk5qJRxUCp62DXn9rC+P6Sw4qnkMhDbSrVs3bNu2zaItMjIS3bp1K3c5jUYDjUZTql2tVsv6h4Zc8bjLE4+7vOj1eiRfACLCfHnc6wFT6CwQRYimIGkoHSJNwdMYJCUUGIyvBlMglSTk6fT4+9BhdOjUGSIUKBBFFBgk5BuMr3qDCL1BRIEoQV8gQi8a2woMIvQG0/vC+USpsL1omt4gIt8gQac3QFcgFr0WiNAVGKA3FKVWgyghJ9+AnHxDjX12CgFwdjAGSldHNdwcVXDTquHmqIabVlX4qoarY9H7kvNoVMoaq6+2yf1nvZz3vbYxEFaTrKwsREdHm8djYmJw8uRJeHl5oVGjRpg7dy5u3LiBjRs3AgCmTJmCjz/+GK+88gqefPJJ7Nq1C9999x1+++03W+0CERER3SVBEApPybz7YKLX65F6QUK/Zrb5Y4BBlJBfGA6NgbHY+wJD4bjxfZ5eRJ7eGBhz9Qbk5BcgW2dAbr4B2fkFyC0Mkzn5BeZgaXqvKzBe8iJKQKauAJm6AiRk6CqozjpnByU8nR3g7ewAT2cHeDk7wMvJAV4uha/ODvBx1cDfzRF+rhqolXwCGxEDYTX5559/0K9fP/O46bTOCRMmYP369bh16xbi4uLM05s0aYLffvsNM2fOxIcffoigoCCsXbuWj5wgIiKiOkGpEKAtPOWzJhl7HwsKw6MB2boCZOYVICNPj4xcPTLyCgpf9cjItWzPLHyfqSuAJMG4fH4urt+u+JpbQQC8nR3g7+ZYOGisvvdycqjyDYGI6hMGwmrSt29f83UX1qxfv97qMidOnKjBqoiIiIjqNqVCgKujGq6Od94LKooSMvMKcDsnHynZ+bidnY/U7Hyk5hS+Fg4p2flIztQhMTMPeoOE5Kx8JGfl49zNsq9Xc1AqEOjhiGAvJwR5ahHkaXwN9nJCY29neDqpee0j1WsMhERERERUrykUAtyd1HB3UqOxj3OF84uihNs5+YjPyENihg4JGXmIz8hDQoYOicXep2TrkG8QEZuSg9gU63e9dNcatxnq44zG3s5o4uuMpr4uCPV1hqPafq5pJPvFQEhEREREsqJQCPB20cDbRYNWgWXPpzeISMjIw/XbubiWmoNrt3Nx/XYOrqfmIi41B/EZeUjP1ePUtTScupZmuQ0BaOztjHv8XXGPvwvC/V3RooErmvi4QMlTUKkOYSAkIiIiIrJCrVQUniLqhK6hpR/vlZtvQGxKNmKTs3Eluej1UkImMvIKcKVwfMe5omW0aiVaNHBFq0B3tG7ohtYN3dHM3xUq3uCGbISBkIiIiIjoDmgdlGjRwA0tGrhZtEuShMRMHS4mZOJiQhYuxmciKiETUfGZyNUbcDwuDcfj0orWo1aiTZA7OgR7oE2gK9Lza3lHSNYYCImIiIiIqpEgCOa7lPYK9zW3G0QJMclZOHczA+duZuDM9XScvZGOTF0BjsSk4khMauGcKnwR8xciQr0Q0cQbXZp4IdjLyTY7Q3aPgZCIiIiIqBYoFQKa+rmiqZ8r/tO+IQDjDW4uJ2XhxLU0nIhLw4mrqYhKyMTV1BxcTc3Bd/9cBwA09NCiV7gPeoX7okdTb3g4OdhyV8iOMBASEREREdmIQiEg3N8V4f6uGN05GHq9Hj/+vA3eze/FP3HpOBKTijPX03EjLRffHL2Gb45eg0IA2gR5oE+4Dwa08Eebhu58ViLdMQZCIiIiIqI6RKsC+t7ji0GFt0DNyTeeUrr/UjL2X0rCxYQs851NP9oVDX83DQa08MegFv7oFubNx11QlTAQEhERERHVYU4OKvRt5oe+zfwAAPHpedh3KQl7ohKxNyoJCRk6bD4ch82H4+DkoMSglv4Y3jYQve7xgUbFcEjlYyAkIiIiIqpHAtwdMbpzMEZ3DoauwICDl1MQ+W8C/jyfgIQMHf7v5E3838mbcHVU4b5WARjeLhA9mvrw+YdkFQMhEREREVE9pVEpzb2Hb45ojRPX0vDrqVv49fRNJGbq8P2x6/j+2HU0cHfEI52DMbpzEII8ecdSKsJASERERERkBwRBQMdGnujYyBP/vb8Fjsam4tfTN/Hr6Vu4lZ6Hj3Zewspdl9CzqQ/GdmmEgS384aBS2LpssjG7+wrYsGEDfvvtN/P4K6+8Ag8PD3Tv3h1Xr161YWVERERERLVDqRDQNdQbb45og0NzB+CjsR3Qo6k3JAnYfykZ0zYdR7elO/HWtvO4nJRl63LJhuwuEL711lvQarUAgIMHD2LVqlVYtmwZfHx8MHPmTBtXR0RERERUuxzVSjzYLhCbnu6KvbP74rl+YfBz1SAlOx+f7buCAcv3YsKXR7DvYhIkSbJ1uVTL7O6U0WvXrqFp06YAgK1bt2LUqFF45pln0KNHD/Tt29e2xRERERER2VCItzNmD2mOmQPvwe6oJHxzJA67ohKx92IS9l5Mwj3+LniqZxOM6NCQdyiVCbvrIXRxcUFKSgoA4I8//sCgQYMAAI6OjsjNzbVlaUREREREdYJKqcCglv74YuK92PtyP0zq0RjODkpcTMjCqz+eQZ9le7DuQAxy8w22LpVqmN0FwkGDBuHpp5/G008/jYsXL2LYsGEAgHPnzqFx48a2LY6IiIiIqI5p5O2EBcNb4eBrA/DfYS0Q4OaI+Iw8LPrlX/Ratgtr9l5Gtq7A1mVSDbG7QLhq1Sp0794dSUlJ+PHHH+Ht7Q0AOHbsGMaOHWvj6oiIiIiI6iY3RzUm9w7F3lf6YslDrRHkqUVyVj6Wbr+AHu/swsqdl5CZp7d1mVTN7OoawoKCAnz00Ud49dVXERQUZDFt0aJFNqqKiIiIiKj+0KiUeCwiBKM7B2PriRv4ZM9lxCRnY3nkRaz7OxbP92+KcREhfGSFnbCro6hSqbBs2TIUFLBLm4iIiIjobqiVCjzSORh/zuqDD8e0R6iPM1Kz87Hwl38x6IO9+PX0Td6V1A7YVSAEgAEDBmDv3r22LoOIiIiIyC4oFQL+074h/pjZG0seag0fFw2upuRg+uYTGLHqAA5eTrF1iXQX7OqUUQAYOnQo5syZgzNnzqBTp05wdna2mP7ggw/aqDIiIiIiovpLpVTgsYgQjGjfEGv3x2DNvss4dT0dYz8/hH7NfPHasBYI93e1dZlURXYXCKdNmwYAeP/990tNEwQBBgNvnUtEREREdYPBYIBeX3SjFr1eD5VKhby8vDr7e6sSwLM9g/FIB398dTAWv525hYs3U/HUl39jVMcgPNEtBE4O5ccMtVoNpZLPOawL7C4QiqJo6xKIiIiIiMolSRLi4+ORlpZWqj0gIADXrl2DIAi2Ka4KHgxTY1jjIKTn6pGrFwHocPLfS/DQqqF1KD/weXh4ICAgoF7spz2zu0BYXF5eHhwdHW1dBhERERGRBVMY9PPzg5OTkzkUiaKIrKwsuLi4QKGoX7f7yMrTIzFTB73B2EGjclDCz9URGrVlMJQkCTk5OUhMTAQANGjQoNZrpSJ2FwgNBgPeeustrF69GgkJCbh48SJCQ0Mxb948NG7cGE899ZStSyQiIiIiGTMYDOYwaHpmtokoisjPz4ejo2O9C4SOjo7wcnNBUpYOiZk65IoS4jIK4OuigJ+rIxSKop5ArVYLAEhMTISfnx9PH7Wh+vVVVglLlizB+vXrsWzZMjg4OJjbW7dujbVr19qwMiIiIiIimK8ZdHJysnEl1U+hEODv5oh7/F3g6qiGJElIzNThYkImMnItH2pv2v/i11BS7bO7QLhx40Z89tlneOyxxyz+0tCuXTtcuHDBhpURERERERWx52vnNColGns7IcTbGQ5KBfINImJTshGXkm0+pdSe978+sbtTRm/cuIGmTZuWahdFkX99ICIiIiKqJYIgwF2rhqtGhYTMPCRn5iMtV48sXQEaeGjhKPCh9nWB3fUQtmzZEvv37y/V/sMPP6BDhw42qIiIiIiISL4UCgEN3LUI83OGo1qJAlHCtdQc3EzLhUFkKLQ1uwuE8+fPx/Tp0/HOO+9AFEVs2bIFkydPxpIlSzB//vwa3/6qVavQuHFjODo6IiIiAkeOHClz3vXr10MQBIuBd0UlIiIiInvk5KBCUz8XBLg5QhAEZOkKkJCRh19O3YDIYGgzdhcI//Of/+CXX37Bn3/+CWdnZ8yfPx/nz5/HL7/8gkGDBtXotr/99lvMmjULCxYswPHjx9GuXTsMGTLEfEtda9zc3HDr1i3zcPXq1RqtkYiIiIjobsTFxWHcuHHw9PSEl5cXHnvsMdy+fbtSyyoEAX5ujgj3c4GjWglRAlb8eQljPz+E2OTsGq6crLG7QAgAvXr1QmRkJBITE5GTk4O//voLgwcPrvHtvv/++5g8eTImTZqEli1bYvXq1XBycsKXX35Z5jKCICAgIMA8+Pv713idRERERER3Ijo6Gp06dULTpk1x6NAhREZGIjo6GrNnz67SehzVSjTycoKHVg2NSonDMam478N9+OKvGPYW1jK7u6lMaGgojh49WuqZLmlpaejYsSOuXLlSI9vNz8/HsWPHMHfuXHObQqHAwIEDcfDgwTKXy8rKQkhICERRRMeOHfHWW2+hVatWZc6v0+mg0+nM4xkZGQCMt+vlTXPkw3Sseczlhcddnnjc5YvH3n7p9XpIkgRRFCGKxjtuSpKEXL3B+JpvgFKnr5W7cGrVyiptZ+rUqZg6dSoWLlxobnv55Zfx6quvQhRF/Prrr5g9ezZEUcTs2bPx9NNPl7kuSZLgrFFizePtseC3aPx9JRVv/Povtp+5if8ODL6b3aIqECRJsqsIrlAoEB8fDz8/P4v2hIQENGrUyCJMVaebN2+iYcOG+Pvvv9GtWzdz+yuvvIK9e/fi8OHDpZY5ePAgLl26hLZt2yI9PR3vvfce9u3bh3PnziEoKMjqdhYuXIhFixaVat+8ebNdPsuGiIiIyN6oVCoEBAQgODjY/Nzs3HwDur1/qNZrOTirK7QOlXsofFxcHNq1awetVguFouhEQ4PBgIYNG+LQoUPo2rUrfv75Z7i5uaFfv374/fff4eXlZXV9+fn5uHbtGuLj46HXF+DvRAH/F6uAThSgzM/GlQ8eRXp6Otzc3KplX8k6u+kh/Pnnn83vf//9d7i7u5vHDQYDdu7cicaNG9ugsrJ169bNIjx2794dLVq0wJo1a/DGG29YXWbu3LmYNWuWeTwjIwPBwcHo169fqV5Rsl96vR6RkZEYNGgQ1Gq1rcuhWsLjLk887vLFY2+/8vLycO3aNbi4uJhvKKjKL7BJLa5urnByqFwkuHLlCry8vKye/abVanHhwgW0bt0azZs3BwAMGzYMBw8exNixY62uLy8vD1qtFr1794ajoyPuBzD1di7+u/Uc/jqfc8f7RFVjN4FwxIgRAIzX5E2YMMFimlqtRuPGjbF8+fIa276Pjw+USiUSEhIs2hMSEhAQEFCpdajVanTo0AHR0dFlzqPRaKDRaKwuy38s5IfHXZ543OWJx12+eOztj8FggCAIUCgU5p42Z40a/y4eAlEUkZmRCVc3V4teuJpSlVNGNRoNMjMzERQUZPXMtMOHDyMoKMhcd1BQEG7dulXmfigUCgiCYPE13sRPjU2Tu+K7vy9izIo72yeqGru5qYzpHOxGjRohMTHRPC6KInQ6HaKiovDAAw/U2PYdHBzQqVMn7Ny506KmnTt3WvQClsdgMODMmTNo0KBBTZVJRERERHWQIAhwclDByUEFrYPS/L6mh6pcPxgREQE3NzeMHz8ep06dQnR0NHbs2IEXX3yx2j+LoW34+3BtsZtAaBITEwMfHx8Axm7o2jRr1ix8/vnn2LBhA86fP4+pU6ciOzsbkyZNAgCMHz/e4qYzixcvxh9//IErV67g+PHjePzxx3H16tVyL74lIiIiIrIFLy8vbNu2DSkpKejduzc6duyI//73vwgNDQUABAYG4saNG+b5b9y4gcDAQFuVS5VkN6eMmoiiiCVLlmD16tVISEjAxYsXERoainnz5qFx48Z46qmnamzbjz76KJKSkjB//nzEx8ejffv22LFjh/lREnFxcRZd5rdv38bkyZMRHx8PT09PdOrUCX///TdatmxZYzUSEREREd2pLl26YPfu3WVOO3v2LG7cuAF3d3ds374d8+bNq+UKqarsLhC++eab2LBhA5YtW4bJkyeb21u3bo0VK1bUaCAEgOnTp2P69OlWp+3Zs8di/IMPPsAHH3xQo/UQEREREdUGlUqF5cuXo1+/fhBFEa+88gpvelgP2F0g3LhxIz777DMMGDAAU6ZMMbe3a9cOFy5csGFlRERERET27cEHH8SDDz5o6zKoCuzuGsIbN26gadOmpdpFUeSDXYmIiIiIiIqxu0DYsmVL7N+/v1T7Dz/8gA4dOtigIiIiIiIiorrJ7k4ZnT9/PiZMmIAbN25AFEVs2bIFUVFR2LhxI3799Vdbl0dERERERFRn2F0P4X/+8x/88ssv+PPPP+Hs7Iz58+fj/Pnz+OWXXzBo0CBbl0dERERERFRn2F0PIQD06tULkZGRti6DiIiIiIioTrPLQGiSlZUFURQt2tzc3GxUDRERERERUd1id6eMxsTE4P7774ezszPc3d3h6ekJT09PeHh4wNPT09blERERERER1Rl210P4+OOPQ5IkfPnll/D394cgCLYuiYiIiIiIqE6yu0B46tQpHDt2DM2aNbN1KURERERERHWa3Z0yeu+99+LatWu2LoOIiIiIiKjOs7sewrVr12LKlCm4ceMGWrduDbVabTG9bdu2NqqMiIiIiIiobrG7QJiUlITLly9j0qRJ5jZBECBJEgRBgMFgsGF1REREREREdYfdnTL65JNPokOHDjh48CCuXLmCmJgYi1ciIiIiIrpzcXFxGDduHDw9PeHl5YXHHnsMt2/ftnVZdIfsrofw6tWr+Pnnn9G0aVNbl0JEREREVDmSBOhzAFE0vuYrAUUt9N2onYAq3JU/Ojoa3bp1w9SpU3Ho0CFkZWVh2rRpmD17NtauXVuDhVJNsbtA2L9/f5w6dYqBkIiIiIjqD30O8FYgFAA8anO7r90EHJwrPfu0adMwbdo0LFq0yNz2yiuvYPbs2QCAhx56CHv27MGAAQPwww8/VHu5VP3sLhAOHz4cM2fOxJkzZ9CmTZtSN5V58MEHbVQZEREREVH9dfXqVURGRuKvv/7C8uXLze0GgwHBwcEAgBdeeAFPPvkkNmzYYKsyqYrsLhBOmTIFALB48eJS03hTGSIiIiKqk9ROwGs3IYoiMjIz4ebqCkVtnTJaSadOnYKXlxcOHz5cappWqwUA9O3bF3v27Kmu6qgW2F0gFEXR1iUQEREREVWNIBhP3RRFQG0wvq+NQFgFarUamZmZCAwMhJNT5YMk1W1166uMiIiIiIjqpIiICLi5uWH8+PE4deoUoqOjsWPHDrz44ou2Lo3ugt31EAJAdnY29u7di7i4OOTn51tMe/75521UFRERERFR/eXl5YVt27bh1VdfRe/evSFJEsLDwzFhwgRbl0Z3we4C4YkTJzBs2DDk5OQgOzsbXl5eSE5OhpOTE/z8/BgIiYiIiIjuUJcuXbB7925bl0HVyO5OGZ05cyaGDx+O27dvQ6vV4tChQ7h69So6deqE9957z9blERERERHZrYEDB+KRRx7Btm3bEBQUhIMHD9q6JKqA3fUQnjx5EmvWrIFCoYBSqYROp0NoaCiWLVuGCRMmYOTIkbYukYiIiIjILv3555+2LoGqyO56CNVqtfkWvX5+foiLiwMAuLu749q1a7YsjYiIiIiIyiBJEnL0OUjKSUJseqyty5ENu+sh7NChA44ePYrw8HD06dMH8+fPR3JyMr766iu0bt3a1uUREREREdkVURItBoNkqPC9KInI1+UjMScRb/z+BmJzYpGtz4YoGR8hZ8jls8Nri90FwrfeeguZmZkAgCVLlmD8+PGYOnUqwsPD8eWXX9q4OiIiIiIi25Mk6Y6DnGnc9CpJ0h3VIBaIKBALkJyTjMz8THO7QlBAq9JW165SBewqEEqSBD8/P3NPoJ+fH3bs2GHjqoiIiIiI7o4kSZBQfogrr81ae3UTBAFKQQmFoIBCUFi8LzmuFJQoyC+AQWvAe33fg6uTK1zULnBWO0Or0iIzMxPuk92rvUYqze4CYdOmTXHu3DmEh4fbuhwiIiIikhGDaECeIQ+5BbnIK8gzDsXHDca2gvwCBOmDkJqbCqVBCRGiRY9dviEfqRmpECFCFIsCnIQ764mriDmoKSyDW0WBruQ0QRCqtN085EGj1KCJZxM4OjrWyL5RxewqECoUCoSHhyMlJYWBkIiIiMiOSZIEg2SAQTKgQCwwDyXH88V86Aw65BvyoTfoLcdFPfINxnHT+5Lj5U0rGf7yxfxK1d7AoQFebfoqHPMcoTCUcY/HgrKXLx7Eygps5U6DMfwpBSUECFUOcmRf7CoQAsDbb7+N2bNn49NPP7XJTWRWrVqFd999F/Hx8WjXrh1WrlyJLl26lDn/999/j3nz5iE2Nhbh4eF45513MGzYsFqsmIiIiO6UuVensIfHIBmstpmuszL18phO3ys5r8UNNwrycb3gOs4kn4FCqbDoJSp5KqC1NmvrrMzy5v2w0lZ8XtO6y5q3ZJsIEQbRGOD0ot4Y3kQDCqTCV7EAelFvDnQlg13x+QokY1tdplVp4ah0hKOqcFA6GttUjvBT+0Gr0sLdwR1qR7UxoAkKCIIAAQJ0uTo4OzuX2VPHAEfVye4C4fjx45GTk4N27drBwcEBWq3lBampqak1tu1vv/0Ws2bNwurVqxEREYEVK1ZgyJAhiIqKgp+fX6n5//77b4wdOxZLly7FAw88gM2bN2PEiBE4fvw474hKRHbDdN2L6RdCSLD4RbX4NEmSLK6TMU0zjQOw+AXW6rzF12Vl3aWmlbOucrdTwXZNvwRXdf9KrsdgMOBC3gXcPHsTgkIoWmexGgFYrBMSitZfbBvlbctiHSXmL76Ppv8s1lFsW8WPr7Vtl1yHadul1lFG/Rb1lhgv+ZmWqlcq8TlZ+byrWn9tWP3H6lrZjr1QCSooFUqoFCqoFCo4KBzgoCwcCt+rFWpolJqi9nKmFR9XK9RwUDoYxxUORWFP5QitUmsOfBqlptzQlpeXh5iYGPg5+5U6VVIURWToMuCqdjU/So2oJgnSnd4WqI7asGFDudMnTJhQY9uOiIjAvffei48//hiA8Rs6ODgYM2bMwJw5c0rN/+ijjyI7Oxu//vqrua1r165o3749Vq+u3A//jIwMuLu7Izk5Gd7e3tWzI1ZIklR0uoSYbz5tovi4BAkqQWX+AaxSqMzjaqW61LQ7Oddczor/0pWvz8f27dsx5L4hUKlUFr8oW/vlrcxfksqZbvrF/Y6nF/uFq/hflK39Qlb8r8el1llsXyrzi1+pz6KS00vWUDywlDV/yWkVrbv4Z2f6LKoSTgyiAUnJSfDy9oIgCFUPJ2VMu5NgVtb+lRVyiAjmf/eK9waZ2wpP4zO/LxzPy82Ds5Nz0el9hctbzGc6BVCw3m5qM9/wo8TyAkrUYWpTGE8nLN5W8jTE4vtTXlvxdRYPbEpBCbVCbX6vUhinlWornM8c9ISi+YovpxJU9eJ3C1MgbNKk9LVzoigiIyMDbm5udh8Iy/scTL/jpqenw83NzUYVyoPd9RDWZOArT35+Po4dO4a5c+ea2xQKBQYOHIiDBw9aXebgwYOYNWuWRduQIUOwdevWMrej0+mg0+nM4xkZGQCAyBcegZODGjD/im0iwfj7s1SspXi76ZdvQ+F5+CJEsehWwoZi7+9UeT+WTadGmOooUXr5KvpbhiAU27bpfeGrULyt+NRyV1hRQRYlC5KVfbI2t1S6rfhypgBkbeubv5pXQU0VqOY/B9XEP8FCLf3JyvRPrvIOlq3u/a6tfb4b1V1jRZ+hxXerYKUNKPU9r7CydNE8xX4iCLD8+WDeTqk5S88lWPspY9yOZZt5IyV/Glnsu7X5IQG5eXnQOjoW/cws9RlYqcH0f6FUS7E6rex3sfoBy2Nd9HkVX6Lw/4Ll+i3WXHwZqcQ+W/kMLWu3UqFQYgmp2FJl7lPJT6B4fSUqN9VY1vEtcQzMR00o0WIav8PvF1GSkJKcDG8fHyhKhpwq/T1fAmD6d7ys0yyr/wdPqRKLN5ScWHpmq9MlAHoJ0FtMqmBdFuMV/K5RzrKl+1Aq2m7Z6zZ4eaHgiceRr1BAUCpLLeZgMCA/Obn4j4GylZpYjcdSKnOkHFZ+opfxQ15nMECfmIi4t9+BMjnZYr5Mvd76QlTt7C4QFpeXl4f8fMuLe2vqLwzJyckwGAzw9/e3aPf398eFCxesLhMfH291/vj4+DK3s3TpUixatKhUe9jh63BR3smvsrZWk7/51oPfqomokvj9TDWvnNhgM84A8qKibF0GVTOxQQNIej1EnQ6ilV5AAYCk19eZr8OaIokiUFAAfVwcDLduWUzTG/hg+tpid4EwOzsbr776Kr777jukpKSUmm6o519cc+fOtehVzMjIQHBwMGIf7goXrWOxvy2X/Otl6b/SFv0FU7A4vbPo1AvL0zuNr3d2W2HA+JdOsbA3srLPwLH467fVPzgJFn/BNZGM5x0W63ETYeooteiFKz5e/C97d9zlY/lX7VJ/LzdPKHu+ort9WR4poViPgyiKiI6+jPDwplAqVcWWKXa8TcdaKPE1UPndqF41dQpPjay3BtZZDXUaDAZERV1As2bNoVQqa+wzrZmPtG5+plZWWgPrxF3VajAYcP78v2jRoqXxuJvXWQ11lVQDn2mNnb5XX47/XR37Apw7dw6tWrWCUlnsV7Ya+khr4/vU8t/1Etuz7Doudz2W4yW2UUPrLbUvlV1vqc9VQL5CgSQPd6gCA6F2cEBJOTk5cHJyssm/nZXZYty1a3htwQLsiIyEIAi4b9AgfPTee/D09CxzGWvh1qDTQSmK8FvyJhxEy98JM7KygKFDK1EN3S27C4SvvPIKdu/ejU8//RRPPPEEVq1ahRs3bmDNmjV4++23a2y7Pj4+UCqVSEhIsGhPSEhAQECA1WUCAgKqND8AaDQaaDSaUu39X3gL3t4+hd/ggvXXenBOPVWOXq/HqW3bEDhsGNRqta3LoVqi1+uRtm0bvHncZUWv1yN92zZ48bjLjl6vR4ZWC08ee7uTl5eHlJgYqFxcoLJyDaEoilC4uNTJawijo6PRrXdvTJ06FQvfeANZWVmYNm0a5ixahLVr11ZpXSqVCgqNBq7Nm5e6hlAovCyKap7dBcJffvkFGzduRN++fTFp0iT06tULTZs2RUhICDZt2oTHHnusRrbr4OCATp06YefOnRgxYgQA4zf0zp07MX36dKvLdOvWDTt37sSLL75obouMjES3bt2qvH31hy0BTWUDn7XAqKg4TCpUhYMaUBa+KlQl3quL5lOWbDMtZ5pfWbhdK4Npmnn7imKvimI1K0pPt5hWcp7i+1nW9ErOAyt1VTiPldpK7UtZ6yg22Ne9oIiIiGRPkiTkFuRCFEXkFuRCpVfVSiDUqrRV6smfNm0apk2bZnEJ0yuvvILZs2fj2rVreOKJJ5CYmAiVSoV58+bhkUceqYmyqRrZXSBMTU1FaGgoAOP1gqbHTPTs2RNTp06t0W3PmjULEyZMQOfOndGlSxesWLEC2dnZmDRpEgDjIzEaNmyIpUuXAgBeeOEF9OnTB8uXL8f999+Pb775Bv/88w8+++yzGq3TeJ5k6RuaUP2hBvAfANJJZbEAbXqvKPbeFLqVhe0lp93pMkKJ5YsvYxpM4b/wvWClzfy++Liq2HpU5c9nqqHM9ZZoM89b9/7iSkRE8pZbkIuIzRG1vt3D4w7DSe1UqXmvXr2KyMhI/PXXX1i+fLm53WAwIDg4GCqVCitWrED79u0RHx+PTp06YdiwYXB2dq6p8qka2F0gDA0NRUxMDBo1aoTmzZvju+++Q5cuXfDLL7/Aw8OjRrf96KOPIikpCfPnz0d8fDzat2+PHTt2mG8cExcXZ/GXnu7du2Pz5s14/fXX8dprryE8PBxbt269o2cQ6mecBry8UBT2ioc+yUq7tVexjGkwThMLjINBX+K9HhANRe8NhdNEfWGbodj7YstJIiAZirYriYXbMRSbVthuqsU0j/m9oXT9JddnXr74suVNtzKP1enFXktNr8w8JdZ/BwTJYPwMRN6Jq2qEEsFSUUHQLBkw1caeb6VD4au6sK3YuNKhsIfcoXAofG9ettj85mWLzW9etti8IqAuyAJ0mYDgXNjTznBLRES149SpU/Dy8sLhw4dLTdNqtWjQoAEaNGgAwHhplI+PD1JTUxkI6zi7C4STJk3CqVOn0KdPH8yZMwfDhw/Hxx9/DL1ej/fff7/Gtz99+vQyTxHds2dPqbZHHnmkerrSNa6AI5/RUq+VDKllhlYJ+nwddv4ZiQH9+0KtVBYFa3OYNr2vanthyK6wvTCIl1qXARAL/3ggGYr+ACCWfF98vKBo3cXbSs1nKDF/RestLyRLhX/IqF9BWg1gGACcKdYoKCsIpncSVh2K5ldpii2rKdFurc3BclAVe8/rmImIyqRVaXF43GGIoojMzEy4utbOg+m1Km2l51Wr1cjMzERgYKDxpjflOHbsmLnnkOo2uwuEM2fONL8fOHAgLly4gGPHjqFp06Zo27atDSsjqoAgGH+5r8yT8NR66NTugGsDgDcaKJsolgimZQRS03iZQbP4q76ol9ugBwz5heP5hUPhe7HYdNO8Yolxi2WLt+ktx4svW5JkAApyjUNdZwqmKofyg2O5baYgWta8xaZbbSsjyLK3lYhsTBAEOKmdIIoiClQFcFI71bmbykRERMDNzQ3jx4/HvHnz4OzsjOjoaOzYsQMrVqwwz5eamorx48fj888/t12xVGl2EwhFUcS7776Ln3/+Gfn5+RgwYAAWLFiAkJAQhISE2Lo8IrIFhQKAwvhLvx3Q5+dj+7ZfMXTwAKgFqXJhssrBtHi7zvhaoCu2jmLvC/LLbyv5WBlTr6w+2zYfYEUUqqLwWKpntIy28kJmeT2oKk3hoAXUjpavKg2g1rJXlYjqHC8vL2zbtg2vvvoqevfuDUmSEB4ejgkTJpjn0el0GDFiBObMmYPu3bvbsFqqLLsJhEuWLMHChQsxcOBAaLVafPjhh0hMTMSXX35p69KIiKqHIEASlIDaqX70DIuGwpBoJVCWGTJ1xcJoftnzFhSbfqfLSyWeS2vqFa4zZxILgFoLlcoRgwsAVeyCwmNfPEAWDlbbtJavpeYrFj5VjsZ1q0o/D42IqLguXbpg9+7dVqdJkoSJEyeif//+eOKJJ2q5MrpTdhMIN27ciE8++QTPPvssAODPP//E/fffj7Vr19a57nYiIllQKAGF1hg46iLTzbCqJZAW7x21tnw+LHpgC/IAfV7h6b46QJ9b2JaLoptMSYA+B4I+B1oAuJ1a85+JQlUYOp0ABydA7Vz46gQ4OFeh3dl43EvOyx5PIrt24MABfPvtt2jbti22bt0KAPjqq6/Qpk0b2xZG5bKbQBgXF4dhw4aZxwcOHAhBEHDz5k0EBQXZsDIiIqqTTI8yUTtWPG9tkaTCcFkUGPW5WTiw90/0jOgMlaQvCo4FeZbBUp9XrK1YwCzQldGWW7Ss6fResQDQZRiHmlA8bDq4GAeN6dWt2HvTq2vRuMYVcHAtmubgwus+ieqYnj17QhTFimekOsVuAmFBQQEcHS3/UVer1dDr68y5P0REROUThKLrCx3djW0ueqQ7XYYUHFEzpwpLUmGvZS6QnwPoc4D87BKvOcZrP0tNr0R78Rse6Qvny6mm2tXOluGxeIA0v7oWC5QuVuYpXE6lqaaiiIjqF7sJhKZzljWaoh/oeXl5mDJlisWzT7Zs2WKL8oiIiOomQTBeO6hyKAqh1UkUi4Jg8cCYn2UcdIXP1szPNL43tZUcLz6P6fpPfXbhTYoS7r5OhdoyQJbsvdR6AFrPsgeNK0+JJaJ6yW4CYfG7G5k8/vjjNqiEiIiIzBSKwh46l+pZnyQZT321GhozigVKU4jMKn8efWF3pagHcm8bhzshKMsPjKUGD+Oro7vx1GUiIhuxm0C4bt06W5dARERENU0w3n3VeLMi37tfn2ioODTqMoDctKLAWHzISS18zIoByEk2DlXbIcDJC3DyAZy8AWdv43tnHygcPdEwNQ7CFSfAzR9wLpyHp7cSUTWym0BIREREVGUKpbGX7m5Ol9XnWg+LZQ5pxtf8LAASkJNiHEpQAugMAFdXW07QuAHOvoBrAODiX/ar1pOnsRJRhRgIiYiIiO6GqcfSLbBqyxXkF/YyJgPZyUXBMNvY0yhmJSHl2kX4aAHBNE0yFN0JNvVy+etXagoDon9RUHQLBNyCAPcgwL0h4BrI508SyRwDIREREZEtqByMYc3V3+pkg16Pv7dtw7Bhw6BWq4036NGlGwNjVgKQGV/2a16a8VTW9DjjUCbBGBbdGwJuDQH3YMv3Ho2Mp6qyp5HIbjEQEhEREdUHCkXRTWl8wsufV59nDIcWQfEWkHETSL8OZNwA0m8YQ2NWvHG4ccz6utTOgGcI4BFS7LVx0fvqumEQEdmEXQVCvV6PZ599FvPmzUOTJk1sXQ4RERGRbagdjYHNM6TseSTJ2NuYcd0YEtNvFL6/YQyMadeMIVKfDST+axyscfIp3FZjwLup5eDoViO7R0TVx64CoVqtxo8//oh58+bZuhQiIiKiuk0QABdf4xDYwfo8BTpjMEyLBW7HArevAmlXi97npRXdXdVaD6OLv2VA9AkHvMONAVKprrl9I6JKs6tACAAjRozA1q1bMXPmTFuXQkRERFS/qTSAT1PjYE1uWmFAvAqkXjHe6CY5GkiJBrITi05bvXrAcjmFqqhH0bcZ4NfSOPjcY+zdJKJaY3eBMDw8HIsXL8aBAwfQqVMnODs7W0x//vnnbVQZERERkZ3RehiHBu1KT8tNMwbElMtA8iVjSEy5ZBzX5xSORwMXdxQtIygB7zDAr0VhSGwB+LUCvJoYHxFCdUJcXBzmzJmD7du3QxAEDB06FB9//DE8PT1tXRrdAbsLhF988QU8PDxw7NgxHDtmeeqCIAgMhERERES1QesBNOxkHIqTJOPNbUwBMfGC8frEhHPGU1CTLxqHf/+vaBmVFghoDTRobwyfDdoBvs35yAwbiI6ORrdu3TB16lQcOnQIWVlZmDZtGmbPno21a9faujy6A3YXCGNiYmxdAhERERGVRRCMj7ZwbwiE9ilqlyTjHVET/wUSzxfdyCbxAlCQC1w/ahxMlA6Af6uigNigHeDfpt6GREmSIOXmQhRFiLm5EFUq451la5ig1UKowmNFpk2bhmnTpmHRokXmtldeeQWzZ89GWloaBg4ciIKCAhQUFOCFF17A5MmTa6JsqkZ2FwhN8vPzERMTg7CwMKhUdrubRERERPZBEAC3Bsah6YCidtFgvD7x1ing1kng5kng1mnjMxlvnjAOJkoNENgeCLoXCO4CBHUxrq8ekHJzEdWxqDc1oZa22+z4MQhOTpWa9+rVq4iMjMRff/2F5cuXm9sNBgOCg4Ph6uqKffv2wcnJCdnZ2WjdujVGjhwJb2/vmiqfqoHdJaWcnBzMmDEDGzZsAABcvHgRoaGhmDFjBho2bIg5c+bYuEIiIiIiqjSF0nh3Up9woM3DxjZJMt7p9NapYkHxBJB7G7h22DgcLFzeLQgIvtcYDoO7AAFt620voq2dOnUKXl5eOHz4cKlpWq0WSqUSToXhUqfTGXs9Jam2y6QqsrtAOHfuXJw6dQp79uzBfffdZ24fOHAgFi5cyEBIREREVN8JgvFGM15NgFYjjG2SZOxJvHYEuH4EuHYUSDxnfLbiuevAuZ+M86m0xoAY0hMI6W7sTawDdzYVtFo0O34MoigiIzMTbq6uUNTSKaOVpVarkZmZicDAQHPwKyktLQ19+vTBpUuX8O6778LHx6e6SqUaYneBcOvWrfj222/RtWtXi/OhW7VqhcuXL9uwMiIiIiKqMYJgvEOpdxjQfqyxTZcF3DxeGBKPGl9zU4GYfcYBMF6L2LAz0LgnENrXGBBt0IMoCILx1E1RhKKgAAonp1oJhFUREREBNzc3jB8/HvPmzYOzszOio6OxY8cOrFixAgDg4eGBU6dOISEhASNHjsTDDz8Mf39/2xZO5bK7QJiUlAQ/P79S7dnZ2VW6YJaIiIiI6jmNC9Ckt3EAjL2IyReB2L+Mz0aMPQBkxQNxfxuHfcsAtbOx5zCsnzEg+rU0hk2Cl5cXtm3bhldffRW9e/eGJEkIDw/HhAkTSs3r7++Pdu3aYf/+/Xj44YdtUC1Vlt0Fws6dO+O3337DjBkzAMAcAteuXYtu3brZsjQiIiIisiVBAHybGYd7nyo6zTT2L2OP4ZU9QE4yEB1pHADA2Q9oOhAIH2QMiVp5P2uvS5cu2L17t9VpCQkJcHJygqurK9LT07Fv3z5MnTq1liukqrK7QPjWW29h6NCh+Pfff1FQUIAPP/wQ//77L/7++2/s3bvX1uURERERUV1R/DTTThMAUTQ+6uLKHuNw9QCQnQic2mwcBCUQHAGEDwTCBwP+rdl7WMzVq1fxzDPPmG8mM2PGDLRp08bWZVEF7C4Q9uzZEydPnsTbb7+NNm3a4I8//kDHjh1x8OBBfkESERERUdkUCiCgtXHoPh0oyAfiDhp7Cy9FAkkXik4v3bkYcA8Gmg0Dmt9vPM1Uqbb1HthUly5dcPLkSVuXQVVkd4EQAMLCwvD555/bugwiIiIiqs9UDkBoH+Mw+E3g9tWicHhlL5B+DTiyxjg4egD3DDGGw6YDAQdnW1dPVCl2EQgzMjIqPa+bm1sNVkJEREREdsszBLj3aeOQn2M8rfTCb8DF7UBOCnD6W+OgdgKaDQVajzKGQ5XG1pUTlckuAqGHh0eFdxCVJAmCIMBgMNRSVURERERktxycgObDjINoAK4dNobD878AaVeBsz8aB4070GI40Hok0KQPoLSLX7/JjtjFV2RZdzqqTampqZgxYwZ++eUXKBQKjBo1Ch9++CFcXFzKXKZv376lbnTz7LPPYvXq1TVdLhERERFVF4XSeA1hSHfjqaU3jwNntxiHzJvAya+Ng5MP0GoE0PxhQHK3ddVEAOwkEPbp08fWJeCxxx7DrVu3EBkZCb1ej0mTJuGZZ57B5s2by11u8uTJWLx4sXncycmppkslIiIiopoiCEDDTsZh0BvGm9Kc/RH4d6vxkRZH1wLnfwd6fQhkOgMKX2NvI5GN2EUgLG7fvn3lTu/du3e1b/P8+fPYsWMHjh49is6dOwMAVq5ciWHDhuG9995DYGBgmcs6OTkhICCg2msiIiIiIhtTKIDGPYzD0GVAzF5jr+HVY4BYACknBdCnAiot4OQNOHkCUNi66lojSZKtSyDYYSDs27dvqbbi1xfWxDWEBw8ehIeHhzkMAsDAgQOhUChw+PBhPPTQQ2Uuu2nTJnz99dcICAjA8OHDMW/evHJ7CXU6HXQ6nXncdEMdvV4PvV5fDXtD9YHpWPOYywuPuzzxuMsXj70dCultHHQ5kKIvIhtOcEQehIJcIOM6pIwbEBzdoZIcIUmuEEXR1hXXqKysLHMoLPl1zq/72mN3gfD27dsW43q9HidOnMC8efOwZMmSGtlmfHw8/Pz8LNpUKhW8vLwQHx9f5nLjxo1DSEgIAgMDcfr0abz66quIiorCli1bylxm6dKlWLRoUan23bt383RTGYqMjLR1CWQDPO7yxOMuXzz29snV1RU6SYVcby84Kw1wMGRDBT2QdRsqAHnZSdCrnKFXOEFSKG1dbrWSJAn5+flITk7G7du3cenSpVLz5OTk2KAyebK7QOjuXvoC3UGDBsHBwQGzZs3CsWPHKr2uOXPm4J133il3nvPnz1e5RpNnnnnG/L5NmzZo0KABBgwYgMuXLyMsLMzqMnPnzsWsWbPM4xkZGQgODka/fv3g7e19x7VQ/aLX6xEZGYlBgwZBrZb3Q3DlhMddnnjc5YvH3r5JkoTExERkZGQgEwCgBAwGID8byM+GANPplAIklaPxuYZqre0KrgG+vr5o1aqV1acFVOWxcnR37C4QlsXf3x9RUVFVWuall17CxIkTy50nNDQUAQEBSExMtGgvKChAampqla4PjIiIAABER0eXGQg1Gg00mtLPslGr1fzHQoZ43OWJx12eeNzli8fefgUFBcFgMFicHqnX6/HXnj/RK7AAqqhfgZvFOjOcA4A2o4CWIwqvN6y/1Go1lMqyez75NV977C4Qnj592mJckiTcunULb7/9Ntq3b1+ldfn6+sLX17fC+bp164a0tDQcO3YMnTp1AgDs2rULoiiaQ15lnDx5EgDQoEGDKtVJRERERPWTUqm0CEZKpRL5ogKatiOg7vQIkHIZOPEVcPwrIOGocdi9AGjzCBDxDNCgnQ2rJ3tgd4Gwffv2EASh1F2Lunbtii+//LJGttmiRQvcd999mDx5MlavXg29Xo/p06djzJgx5juM3rhxAwMGDMDGjRvRpUsXXL58GZs3b8awYcPg7e2N06dPY+bMmejduzfatm1bI3USERERUT3jHQYMXAj0mQOc2wIcXgPcOln0bMNG3YAuzwAthgNK9qpR1dldIIyJibEYVygU8PX1haOjY41ud9OmTZg+fToGDBhgfjD9Rx99ZJ6u1+sRFRVlvkDWwcEBf/75J1asWIHs7GwEBwdj1KhReP3112u0TiIiIiKqh9SOQPtxQLuxwPWjxmD471bjcw7jDgKugUDnJ4FOEwGXis9wIzKxu0AYEhJik+16eXmV+xD6xo0bW/RaBgcHY+/evbVRGhERERHZC0EAgrsYh4w3gWPrgH/WAZk3gd1vAvuWAe3GAN2fB3zCbV0t1QN28+TLYcOGIT093Tz+9ttvIy0tzTyekpKCli1b2qAyIiIiIqIa4NYA6PcaMPMs8NBnQMNOgCEfOL4R+Phe4H/jgLjDtq6S6ji7CYS///67xQPb33rrLaSmpprHCwoKqnyXUSIiIiKiOk+lAdo9CkzeBTz5O9DsfgASEPUb8OVg4IshwIVtgJ0/6J7ujN2cMlryJjIlx4mIiIiI7F6jrsYh6SJwcCVw6hvg2iHgm0OAzz1A9xlA20eNIZIIdtRDSEREREREhXzvAR5cCbx4Bug5E9C4A8kXgZ9nACvaAAc+BHSZtq6S6gC7CYSCIEAQhFJtRERERESy5RpgfGzFrHPA4CWAW0MgKwGInG8MhnuXAblptq6SbMiuThmdOHEiNBpj93deXh6mTJkCZ2dnALC4vpCIiIiISFY0rkD36cZnFp75HvjrfSAlGti9BPh7JdBlMtB1GuDsY+tKqZbZTSCcMGGCxfjjjz9eap7x48fXVjlERERERHWPygHo8Jjx0RT/bgX2vQck/gvsXw4c+tT4LMPuM4w9iyQLdhMI161bZ+sSiIiIiIjqB4USaD0KaPkQELUN2PcucOskcPBj4MjnQMfxQI8XAI9gW1dKNcxuriEkIiIiIqIqUiiAFg8Az+wBHvsRCI4ADDrg6OfAR+2B/5sOpFy2dZVUgxgIiYiIiIjkThCA8IHG5xhO+BVo0gcQC4ATXwEfdwZ+nAwkXrB1lVQDGAiJiIiIiMhIEIAmvYAJPwNPRQLhQwBJBM58B3wSAXz7OHDzpK2rpGrEQEhERERERKUFdwEe+w54dh/Q4kFj2/lfgM/6AJseAeIO27Y+qhYMhEREREREVLYG7YBHvwKmHQLajAYEBXDpD+DLwcD6B4ArewFJsnWVdIcYCImIiIiIqGJ+LYBRnwPT/zHehVShBmL3AxsfBL4YBFz8ncGwHmIgJCIiIiKiyvMOAx5cCTx/wvige5UjcP0osHk0sKYXcG4rIIq2rpIqiYGQiIiIiIiqziMYGPYu8MJpoPvzgNoZiD8DfD8B+KQrcHIzUJBv6yqpAgyERERERER051z9gcFvADPPAn1eBRzdgeQoYOtU4MO2wP73gdzbtq6SysBASEREREREd8/JC+j3GvDiWWDgQsC1AZB5C9i5CHi/FbB9DnD7qq2rpBIYCImIiIiIqPo4ugE9ZxpPJR2xGvBrBeizgcOfAh+1B76fCFw/ZusqqRADIRERERERVT+VA9B+LDD1APDET0BYf+ND7s/9BKztD3wxBDjzA68ztDGVrQsgIiIiIiI7JgjGMBjWH4g/CxxcBZz5Hrh2yDg4+wIdJwCdJhpvVEO1ij2ERERERERUOwJaAw99arwBTd/XjNcZZicB+98DVrQBvhoJnN0CFOhsXalssIeQiIiIiIhql2sA0PdVoNcsIGobcHQtELMPuLzTOAgetq5QNhgIiYiIiIjINpRqoOV/jEPqFeDEJuPzC5Nv2Loy2eApo0REREREZHteocCAecbTSUd/betqZIOBkIiIiIiI6g6FEgjra+sqZIOBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAiJiIiIiIhkio+dqOckSQIAZGZmQq1W27gaqi16vR45OTnIyMjgcZcRHnd54nGXLx57eeJxN8rIyABQ9Lsu1RwGwnouJSUFANCkSRMbV0JEREREVL0yMzPh7u5u6zLsGgNhPefl5QUAiIuL4zeLjGRkZCA4OBjXrl2Dm5ubrcuhWsLjLk887vLFYy9PPO5GkiQhMzMTgYGBti7F7jEQ1nMKhfEyUHd3d1n/0JArNzc3HncZ4nGXJx53+eKxlyced7Czo5bwpjJEREREREQyxUBIREREREQkUwyE9ZxGo8GCBQug0WhsXQrVIh53eeJxlyced/nisZcnHneqbYLEe7kSERERERHJEnsIiYiIiIiIZIqBkIiIiIiISKYYCImIiIiIiGSKgZCIiIiIiEimGAjrsVWrVqFx48ZwdHREREQEjhw5YuuSqAYtXLgQgiBYDM2bN7d1WVQD9u3bh+HDhyMwMBCCIGDr1q0W0yVJwvz589GgQQNotVoMHDgQly5dsk2xVG0qOu4TJ04s9TPgvvvus02xVG2WLl2Ke++9F66urvDz88OIESMQFRVlMU9eXh6ee+45eHt7w8XFBaNGjUJCQoKNKqbqUJnj3rdv31Lf81OmTLFRxWTPGAjrqW+//RazZs3CggULcPz4cbRr1w5DhgxBYmKirUujGtSqVSvcunXLPPz111+2LolqQHZ2Ntq1a4dVq1ZZnb5s2TJ89NFHWL16NQ4fPgxnZ2cMGTIEeXl5tVwpVaeKjjsA3HfffRY/A/73v//VYoVUE/bu3YvnnnsOhw4dQmRkJPR6PQYPHozs7GzzPDNnzsQvv/yC77//Hnv37sXNmzcxcuRIG1ZNd6syxx0AJk+ebPE9v2zZMhtVTPaMj52opyIiInDvvffi448/BgCIoojg4GDMmDEDc+bMsXF1VBMWLlyIrVu34uTJk7YuhWqRIAj46aefMGLECADG3sHAwEC89NJLePnllwEA6enp8Pf3x/r16zFmzBgbVkvVpeRxB4w9hGlpaaV6Dsm+JCUlwc/PD3v37kXv3r2Rnp4OX19fbN68GQ8//DAA4MKFC2jRogUOHjyIrl272rhiqg4ljztg7CFs3749VqxYYdviyO6xh7Aeys/Px7FjxzBw4EBzm0KhwMCBA3Hw4EEbVkY17dKlSwgMDERoaCgee+wxxMXF2bokqmUxMTGIj4+3+P53d3dHREQEv/9lYM+ePfDz80OzZs0wdepUpKSk2Lokqmbp6ekAAC8vLwDAsWPHoNfrLb7nmzdvjkaNGvF73o6UPO4mmzZtgo+PD1q3bo25c+ciJyfHFuWRnVPZugCquuTkZBgMBvj7+1u0+/v748KFCzaqimpaREQE1q9fj2bNmuHWrVtYtGgRevXqhbNnz8LV1dXW5VEtiY+PBwCr3/+maWSf7rvvPowcORJNmjTB5cuX8dprr2Ho0KE4ePAglEqlrcujaiCKIl588UX06NEDrVu3BmD8nndwcICHh4fFvPyetx/WjjsAjBs3DiEhIQgMDMTp06fx6quvIioqClu2bLFhtWSPGAiJ6omhQ4ea37dt2xYREREICQnBd999h6eeesqGlRFRbSh+OnCbNm3Qtm1bhIWFYc+ePRgwYIANK6Pq8txzz+Hs2bO8PlxmyjruzzzzjPl9mzZt0KBBAwwYMACXL19GWFhYbZdJdoynjNZDPj4+UCqVpe4wlpCQgICAABtVRbXNw8MD99xzD6Kjo21dCtUi0/c4v/8pNDQUPj4+/BlgJ6ZPn45ff/0Vu3fvRlBQkLk9ICAA+fn5SEtLs5if3/P2oazjbk1ERAQA8Hueqh0DYT3k4OCATp06YefOneY2URSxc+dOdOvWzYaVUW3KysrC5cuX0aBBA1uXQrWoSZMmCAgIsPj+z8jIwOHDh/n9LzPXr19HSkoKfwbUc5IkYfr06fjpp5+wa9cuNGnSxGJ6p06doFarLb7no6KiEBcXx+/5eqyi426N6aZy/J6n6sZTRuupWbNmYcKECejcuTO6dOmCFStWIDs7G5MmTbJ1aVRDXn75ZQwfPhwhISG4efMmFixYAKVSibFjx9q6NKpmWVlZFn8BjomJwcmTJ+Hl5YVGjRrhxRdfxJtvvonw8HA0adIE8+bNQ2BgoMUdKan+Ke+4e3l5YdGiRRg1ahQCAgJw+fJlvPLKK2jatCmGDBliw6rpbj333HPYvHkz/u///g+urq7m6wLd3d2h1Wrh7u6Op556CrNmzYKXlxfc3NwwY8YMdOvWjXcYrccqOu6XL1/G5s2bMWzYMHh7e+P06dOYOXMmevfujbZt29q4erI7EtVbK1eulBo1aiQ5ODhIXbp0kQ4dOmTrkqgGPfroo1KDBg0kBwcHqWHDhtKjjz4qRUdH27osqgG7d++WAJQaJkyYIEmSJImiKM2bN0/y9/eXNBqNNGDAACkqKsq2RdNdK++45+TkSIMHD5Z8fX0ltVothYSESJMnT5bi4+NtXTbdJWvHHIC0bt068zy5ubnStGnTJE9PT8nJyUl66KGHpFu3btmuaLprFR33uLg4qXfv3pKXl5ek0Wikpk2bSrNnz5bS09NtWzjZJT6HkIiIiIiISKZ4DSEREREREZFMMRASERERERHJFAMhERERERGRTDEQEhERERERyRQDIRERERERkUwxEBIREREREckUAyEREREREZFMMRASERERERHJFAMhERHZtYkTJ2LEiBE22/4TTzyBt956q1LzjhkzBsuXL6/hioiIiIoIkiRJti6CiIjoTgiCUO70BQsWYObMmZAkCR4eHrVTVDGnTp1C//79cfXqVbi4uFQ4/9mzZ9G7d2/ExMTA3d29FiokIiK5YyAkIqJ6Kz4+3vz+22+/xfz58xEVFWVuc3FxqVQQqylPP/00VCoVVq9eXell7r33XkycOBHPPfdcDVZGRERkxFNGiYio3goICDAP7u7uEATBos3FxaXUKaN9+/bFjBkz8OKLL8LT0xP+/v74/PPPkZ2djUmTJsHV1RVNmzbF9u3bLbZ19uxZDB06FC4uLvD398cTTzyB5OTkMmszGAz44YcfMHz4cIv2Tz75BOHh4XB0dIS/vz8efvhhi+nDhw/HN998c/cfDhERUSUwEBIRkexs2LABPj4+OHLkCGbMmIGpU6fikUceQffu3XH8+HEMHjwYTzzxBHJycgAAaWlp6N+/Pzp06IB//vkHO3bsQEJCAkaPHl3mNk6fPo309HR07tzZ3PbPP//g+eefx+LFixEVFYUdO3agd+/eFst16dIFR44cgU6nq5mdJyIiKoaBkIiIZKddu3Z4/fXXER4ejrlz58LR0RE+Pj6YPHkywsPDMX/+fKSkpOD06dMAgI8//hgdOnTAW2+9hebNm6NDhw748ssvsXv3bly8eNHqNq5evQqlUgk/Pz9zW1xcHJydnfHAAw8gJCQEHTp0wPPPP2+xXGBgIPLz8y1OhyUiIqopDIRERCQ7bdu2Nb9XKpXw9vZGmzZtzG3+/v4AgMTERADGm8Ps3r3bfE2ii4sLmjdvDgC4fPmy1W3k5uZCo9FY3Phm0KBBCAkJQWhoKJ544gls2rTJ3AtpotVqAaBUOxERUU1gICQiItlRq9UW44IgWLSZQpwoigCArKwsDB8+HCdPnrQYLl26VOqUTxMfHx/k5OQgPz/f3Obq6orjx4/jf//7Hxo0aID58+ejXbt2SEtLM8+TmpoKAPD19a2WfSUiIioPAyEREVEFOnbsiHPnzqFx48Zo2rSpxeDs7Gx1mfbt2wMA/v33X4t2lUqFgQMHYtmyZTh9+jRiY2Oxa9cu8/SzZ88iKCgIPj4+NbY/REREJgyEREREFXjuueeQmpqKsWPH4ujRo7h8+TJ+//13TJo0CQaDweoyvr6+6NixI/766y9z26+//oqPPvoIJ0+exNWrV7Fx40aIoohmzZqZ59m/fz8GDx5c4/tEREQEMBASERFVKDAwEAcOHIDBYMDgwYPRpk0bvPjii/Dw8IBCUfY/pU8//TQ2bdpkHvfw8MCWLVvQv39/tGjRAqtXr8b//vc/tGrVCgCQl5eHrVu3YvLkyTW+T0RERAAfTE9ERFRjcnNz0axZM3z77bfo1q1bhfN/+umn+Omnn/DHH3/UQnVERETsISQiIqoxWq0WGzduLPcB9sWp1WqsXLmyhqsiIiIqwh5CIiIiIiIimWIPIRERERERkUwxEBIREREREckUAyEREREREZFMMRASERERERHJFAMhERERERGRTDEQEhERERERyRQDIRERERERkUwxEBIREREREckUAyEREREREZFMMRASERERERHJFAMhERERERGRTDEQEhERERERyRQDIRERERERkUwxEBIREREREckUAyEREREREZFMMRASERERERHJFAMhERERERGRTDEQEhERERERyRQDIRERmS1cuBCCINi6DFkQBAELFy60dRm1LjY2FoIgYP369bYuhYiIwEBIRFRvrV+/HoIglDkcOnTI1iWWyxQ+TYOTkxNatmyJ119/HRkZGbYuTxZeeeUVCIKARx991NalEBGRjahsXQAREd2dxYsXo0mTJqXamzZtaoNqqu7TTz+Fi4sLsrKy8Mcff2DJkiXYtWsXDhw4YNe9lbm5uVCpbPfPsCRJ+N///ofGjRvjl19+QWZmJlxdXW1WDxER2QYDIRFRPTd06FB07tzZ1mVYlZOTAycnp3Lnefjhh+Hj4wMAmDJlCkaNGoUtW7bg0KFD6Nat2x2vt65zdHS06fb37NmD69evY9euXRgyZAi2bNmCCRMm2LQmIiKqfTxllIjIzu3ZsweCIGDPnj0W7VW5luvrr79Gp06doNVq4eXlhTFjxuDatWsW8/Tt2xetW7fGsWPH0Lt3bzg5OeG1116rcr39+/cHAMTExFS4Xp1OhwULFqBp06bQaDQIDg7GK6+8Ap1OZ3UfunTpAicnJ3h6eqJ37974448/LObZvn07evXqBWdnZ7i6uuL+++/HuXPnLOaJj4/HpEmTEBQUBI1GgwYNGuA///kPYmNjzfP8888/GDJkCHx8fKDVatGkSRM8+eSTFuuxdg3hiRMnMHToULi5ucHFxQUDBgwodeqv6VThAwcOYNasWfD19YWzszMeeughJCUlVfpz3rRpE1q2bIl+/fph4MCB2LRpU6l5TF873333HZYsWYKgoCA4OjpiwIABiI6OLjX/qlWrEBoaCq1Wiy5dumD//v3o27cv+vbtW2E9Fy5cwMMPPwwvLy84Ojqic+fO+Pnnnyu9P0REdGfYQ0hEVM+lp6cjOTnZok0QBHh7e1fL+pcsWYJ58+Zh9OjRePrpp5GUlISVK1eid+/eOHHiBDw8PMzzpqSkYOjQoRgzZgwef/xx+Pv7V3l7ly9fBgCL+q2tVxRFPPjgg/jrr7/wzDPPoEWLFjhz5gw++OADXLx4EVu3bjUvv2jRIixcuBDdu3fH4sWL4eDggMOHD2PXrl0YPHgwAOCrr77ChAkTMGTIELzzzjvIycnBp59+ip49e+LEiRNo3LgxAGDUqFE4d+4cZsyYgcaNGyMxMRGRkZGIi4szjw8ePBi+vr6YM2cOPDw8EBsbiy1btpS73+fOnUOvXr3g5uaGV155BWq1GmvWrEHfvn2xd+9eREREWMw/Y8YMeHp6YsGCBYiNjcWKFSswffp0fPvttxV+xjqdDj/++CNeeuklAMDYsWMxadIkxMfHIyAgoNT8b7/9NhQKBV5++WWkp6dj2bJleOyxx3D48GHzPJ9++immT5+OXr16YebMmYiNjcWIESPg6emJoKCgCve9R48eaNiwIebMmQNnZ2d89913GDFiBH788Uc89NBDFe4TERHdIYmIiOqldevWSQCsDhqNxjzf7t27JQDS7t27LZaPiYmRAEjr1q0zty1YsEAq/k9DbGyspFQqpSVLllgse+bMGUmlUlm09+nTRwIgrV69ulL1m7YVFRUlJSUlSTExMdKaNWskjUYj+fv7S9nZ2eWu96uvvpIUCoW0f/9+i/bVq1dLAKQDBw5IkiRJly5dkhQKhfTQQw9JBoPBYl5RFCVJkqTMzEzJw8NDmjx5ssX0+Ph4yd3d3dx++/ZtCYD07rvvlrlfP/30kwRAOnr0aLn7D0BasGCBeXzEiBGSg4ODdPnyZXPbzZs3JVdXV6l3797mNtNxHzhwoLl+SZKkmTNnSkqlUkpLSyt3u5IkST/88IMEQLp06ZIkSZKUkZEhOTo6Sh988IHFfKavnRYtWkg6nc7c/uGHH0oApDNnzkiSJEk6nU7y9vaW7r33Xkmv15vnW79+vQRA6tOnj7nN2tfdgAEDpDZt2kh5eXnmNlEUpe7du0vh4eEV7g8REd05njJKRFTPrVq1CpGRkRbD9u3bq2XdW7ZsgSiKGD16NJKTk81DQEAAwsPDsXv3bov5NRoNJk2aVKVtNGvWDL6+vmjSpAmeffZZNG3aFL/99pvFNYLW1vv999+jRYsWaN68uUVtplNOTbVt3boVoihi/vz5UCgs/9kz3bQmMjISaWlpGDt2rMW6lEolIiIizOvSarVwcHDAnj17cPv2bav7Y+ox/fXXX6HX6yv1GRgMBvzxxx8YMWIEQkNDze0NGjTAuHHj8Ndff5W68+ozzzxjcdOdXr16wWAw4OrVqxVub9OmTejcubP5xkOm02OtnTYKAJMmTYKDg4PFtgDgypUrAIynyKakpGDy5MkWN8p57LHH4OnpWW4tqamp2LVrF0aPHo3MzEzzZ5+SkoIhQ4bg0qVLuHHjRoX7REREd4anjBIR1XNdunSpsZvKXLp0CZIkITw83Op0tVptMd6wYUOL4FAZP/74I9zc3KBWqxEUFISwsLBS81hb76VLl3D+/Hn4+vpaXW9iYiIA4ymoCoUCLVu2LLOGS5cuASi6frEkNzc3AMZg+s477+Cll16Cv78/unbtigceeADjx483n2rZp08fjBo1CosWLcIHH3yAvn37YsSIERg3bhw0Go3V9SclJSEnJwfNmjUrNa1FixYQRRHXrl1Dq1atzO2NGjWymM8UvMoKqiZpaWnYtm0bpk+fbnEdYI8ePfDjjz/i4sWLuOeeeyyWqWhbphBa8s62KpXKfKptWaKjoyFJEubNm4d58+ZZnScxMRENGzYsdz1ERHRnGAiJiOxcWY9uMBgMFS4riiIEQcD27duhVCpLTXdxcbEY12q1Va6vd+/e5ruMlsXaekVRRJs2bfD+++9bXSY4OLjSNYiiCMB4HaG1a+iK93q9+OKLGD58OLZu3Yrff/8d8+bNw9KlS7Fr1y506NABgiDghx9+wKFDh/DLL7/g999/x5NPPonly5fj0KFDpT6zO2XteADGx0mU5/vvv4dOp8Py5cuxfPnyUtM3bdqERYsWVcu2KsP02b/88ssYMmSI1XnqyyNUiIjqIwZCIiI7Z+rNSUtLs2ivzKmFYWFhkCQJTZo0KdVrZGthYWE4deoUBgwYUO7zCsPCwiCKIv7991+0b9++zHkAwM/PDwMHDqzUtl966SW89NJLuHTpEtq3b4/ly5fj66+/Ns/TtWtXdO3aFUuWLMHmzZvx2GOP4ZtvvsHTTz9dan2+vr5wcnJCVFRUqWkXLlyAQqGoUsAtz6ZNm9C6dWssWLCg1LQ1a9Zg8+bNpQJhRUJCQgAYe/v69etnbi8oKEBsbCzatm1b5rKmU2TVanWlPnsiIqpevIaQiMjOhYSEQKlUYt++fRbtn3zySYXLjhw5EkqlEosWLSrVGyRJElJSUqq11qoYPXo0bty4gc8//7zUtNzcXGRnZwMARowYAYVCgcWLF5t7o0xM+zRkyBC4ubnhrbfesnrdn+lxDjk5OcjLy7OYFhYWBldXV/OjLm7fvl3qszIFUWuPwwCMPXCDBw/G//3f/1k8viIhIQGbN29Gz549zaet3o1r165h3759GD16NB5++OFSw6RJkxAdHW1x99DK6Ny5M7y9vfH555+joKDA3L5p06YKT2H18/ND3759sWbNGty6davU9Ko8SoOIiKqOPYRERPXc9u3bceHChVLt3bt3R2hoKNzd3fHII49g5cqVEAQBYWFh+PXXX83X2JUnLCwMb775JubOnWt+jICrqytiYmLw008/4ZlnnsHLL79cE7tVoSeeeALfffcdpkyZgt27d6NHjx4wGAy4cOECvvvuO/z+++/mG6f897//xRtvvIFevXph5MiR0Gg0OHr0KAIDA7F06VK4ubnh008/xRNPPIGOHTtizJgx8PX1RVxcHH777Tf06NEDH3/8MS5evIgBAwZg9OjRaNmyJVQqFX766SckJCRgzJgxAIANGzbgk08+wUMPPYSwsDBkZmbi888/h5ubG4YNG1bm/rz55puIjIxEz549MW3aNKhUKqxZswY6nQ7Lli2rls9s8+bNkCQJDz74oNXpw4YNg0qlwqZNm0o95qI8Dg4OWLhwIWbMmIH+/ftj9OjRiI2Nxfr16xEWFlZuDy5gvDFSz5490aZNG0yePBmhoaFISEjAwYMHcf36dZw6dapK+0lERJXHQEhEVM/Nnz/favu6devMp+OtXLkSer0eq1evhkajwejRo/Huu++idevWFa5/zpw5uOeee/DBBx+YTyUMDg7G4MGDywwWtUGhUGDr1q344IMPsHHjRvz0009wcnJCaGgoXnjhBYtTXBcvXowmTZpg5cqV+O9//wsnJye0bdsWTzzxhHmecePGITAwEG+//Tbeffdd6HQ6NGzYEL169TLf4TQ4OBhjx47Fzp078dVXX0GlUqF58+b47rvvMGrUKADGm8ocOXIE33zzDRISEuDu7o4uXbpg06ZNaNKkSZn706pVK+zfvx9z587F0qVLIYoiIiIi8PXXX1cpnJVn06ZNaNSoEdq1a2d1uoeHB3r27Ilvv/22zGszyzJ9+nRIkoTly5fj5ZdfRrt27fDzzz/j+eefh6OjY7nLtmzZEv/88w8WLVqE9evXIyUlBX5+fujQoUOZX99ERFQ9BKk6rggnIiIiKkEURfj6+mLkyJFWT+0lIiLb4zWEREREdNfy8vJKXTu5ceNGpKamom/fvrYpioiIKsQeQiIiIrpre/bswcyZM/HII4/A29sbx48fxxdffIEWLVrg2LFjVX4+JRER1Q5eQ0hERER3rXHjxggODsZHH32E1NRUeHl5Yfz48Xj77bcZBomI6jD2EBIREREREckUryEkIiIiIiKSKQZCIiIiIiIimeI1hPWcKIq4efMmXF1dK3zwLxERERFRfSBJEjIzMxEYGAiFgn1YNYmBsJ67efMmgoODbV0GEREREVG1u3btGoKCgmxdhl1jIKznXF1dAQAxMTHw8vKycTVUW/R6Pf744w8MHjwYarXa1uVQLeFxlyced/nisZcnHnejjIwMBAcHm3/XpZrDQFjPmU4TdXV1hZubm42rodqi1+vh5OQENzc3Wf9jITc87vLE4y5fPPbyxONuiZdE1TyekFvNVq1ahcaNG8PR0RERERE4cuRIufN///33aN68ORwdHdGmTRts27atliolIiIiIiK5YyCsRt9++y1mzZqFBQsW4Pjx42jXrh2GDBmCxMREq/P//fffGDt2LJ566imcOHECI0aMwIgRI3D27NlarpyIiIiIiOSIgbAavf/++5g8eTImTZqEli1bYvXq1XBycsKXX35pdf4PP/wQ9913H2bPno0WLVrgjTfeQMeOHfHxxx/XcuVERERERCRHvIawmuTn5+PYsWOYO3euuU2hUGDgwIE4ePCg1WUOHjyIWbNmWbQNGTIEW7durfL2t5y4AXf3HCgUAhQCoFQIEAQBSsE47q5V494mXlAr+TcAIiIiIiIyYiCsJsnJyTAYDPD397do9/f3x4ULF6wuEx8fb3X++Pj4Mrej0+mg0+nM4xkZGQCAN36LgkLjVG6NLQJc8fWTneGm5QXK9Z1er7d4JXngcZcnHnf54rGXJx53I7nvf21iIKxnli5dikWLFpVqb+EhQqkRIQGQJEAsfJUgQJSAG9nA+fhMjPl4J6a0EKFiR6FdiIyMtHUJZAM87vLE4y5fPPbyJPfjnpOTY+sSZIOBsJr4+PhAqVQiISHBoj0hIQEBAQFWlwkICKjS/AAwd+5ci9NMTc9o2fBsH3h7e5e53L+3MjBu7VFcygD+0jXEOyNb8za+9Zher0dkZCQGDRrEW1LLCI+7PPG4yxePvTzxuBuZzoKjmsdAWE0cHBzQqVMn7Ny5EyNGjAAAiKKInTt3Yvr06VaX6datG3bu3IkXX3zR3BYZGYlu3bqVuR2NRgONRlOqXa1Wl/tDo10jb6x6rCOe2vAPfjp5Cz3D/TCqU1Dldo7qrIqOO9knHnd54nGXLx57eZL7cZfzvtc2njhYjWbNmoXPP/8cGzZswPnz5zF16lRkZ2dj0qRJAIDx48db3HTmhRdewI4dO7B8+XJcuHABCxcuxD///FNmgLxbfZv5YebAcADAqj3RMIhSjWyHiIiIiIjqBwbCavToo4/ivffew/z589G+fXucPHkSO3bsMN84Ji4uDrdu3TLP3717d2zevBmfffYZ2rVrhx9++AFbt25F69ata6zGiT2awM1RhStJ2dh5PqHiBYiIiIiIyG7xlNFqNn369DJ7+Pbs2VOq7ZFHHsEjjzxSw1UVcdGoMLZLI6zZdwXfH7uOwa3Kvl6RiIiIiIjsG3sIZch07eDuC4lIydJVMDcREREREdkrBkIZusffFa0buqFAlPAnTxslIiIiIpItBkKZ6t/ceF3j/kvJNq6EiIiIiIhshYFQpnqH+wAA/opO5t1GiYiIiIhkioFQptoFe8BVo0Jajh7nbqbbuhwiIiIiIrIBBkKZUisV6BbmDYCnjRIRERERyRUDoYz1uscXALD/UpKNKyEiIiIiIltgIJSxXk2N1xEeu3ob2boCG1dDRERERES1jYFQxkK8nRDspYXeIOFIbKqtyyEiIiIiolrGQChjgiCgc4gXAODMdd5YhoiIiIhIbhgIZa51Q3cAwJkbDIRERERERHLDQChzbQoD4VkGQiIiIiIi2WEglLmWgW4QBOBWeh6Ss3S2LoeIiIiIiGoRA6HMuWhUaOLjDICnjRIRERERyQ0DIRWdNsobyxARERERyQoDIZkDIXsIiYiIiIjkhYGQzHca5Y1liIiIiIjkhYGQ0CrQDQBwMz0PKbyxDBERERGRbDAQElwd1QgtvLHM2ZsZNq6GiIiIiIhqCwMhAQDu8XcFAEQnZtm4EiIiIiIiqi0MhAQAaOrnAgC4nMRASEREREQkFwyEBKAoELKHkIiIiIhIPhgIq0FsbCyeeuopNGnSBFqtFmFhYViwYAHy8/PLXa5v374QBMFimDJlSi1VbSnMt7CHkIGQiIiIiEg2VLYuwB5cuHABoihizZo1aNq0Kc6ePYvJkycjOzsb7733XrnLTp48GYsXLzaPOzk51XS5VoX6Gm8qk5Kdj9vZ+fB0drBJHUREREREVHsYCKvBfffdh/vuu888HhoaiqioKHz66acVBkInJycEBATUdIkVctaoEOjuiJvpebiclIXOzl62LomIiIiIiGoYTxmtIenp6fDyqjhUbdq0CT4+PmjdujXmzp2LnJycWqjOujDeWIaIiIiISFbYQ1gDoqOjsXLlygp7B8eNG4eQkBAEBgbi9OnTePXVVxEVFYUtW7aUuYxOp4NOV/Tw+IwM43MD9Xo99Hr9XdUd6uOE/ZeAi/EZd70uqlmm48PjJC887vLE4y5fPPbyxONuJPf9r02CJEmSrYuoq+bMmYN33nmn3HnOnz+P5s2bm8dv3LiBPn36oG/fvli7dm2Vtrdr1y4MGDAA0dHRCAsLszrPwoULsWjRolLtmzdvvuvrD/+KF/B9jBItPUQ820K8q3UREREREd2pnJwcjBs3Dunp6XBzc7N1OXaNgbAcSUlJSElJKXee0NBQODgYb8By8+ZN9O3bF127dsX69euhUFTtjNzs7Gy4uLhgx44dGDJkiNV5rPUQBgcH49atW/D29q7S9ko6HJOKx7/8B8GeWuya1euu1kU1S6/XIzIyEoMGDYJarbZ1OVRLeNzlicddvnjs5YnH3SgjIwM+Pj4MhLWAp4yWw9fXF76+vpWa98aNG+jXrx86deqEdevWVTkMAsDJkycBAA0aNChzHo1GA41GU6pdrVbf9Q+N5oEeAIDrabkwQAFHtfKu1kc1rzqOO9U/PO7yxOMuXzz28iT34y7nfa9tvKlMNbhx4wb69u2LRo0a4b333kNSUhLi4+MRHx9vMU/z5s1x5MgRAMDly5fxxhtv4NixY4iNjcXPP/+M8ePHo3fv3mjbtq1N9sPb2QHuWjUkCYhJzrZJDUREREREVHvYQ1gNIiMjER0djejoaAQFBVlMM52Rq9frERUVZb6LqIODA/7880+sWLEC2dnZCA4OxqhRo/D666/Xev0mgiAgzNcZx+PSEJOcjRYN2D1PRERERGTPGAirwcSJEzFx4sRy52ncuDGKX64ZHByMvXv31nBlVRfibQyEV1Ns9/gLIiIiIiKqHTxllCwEexnvVBqXykBIRERERGTvGAjJQog5EPIaQiIiIiIie8dASBZCvI2BkKeMEhERERHZPwZCstCosIfwZlou8gv4cHoiIiIiInvGQEgWfF010KqVECVjKCQiIiIiIvvFQEgWBEEw9xJe5Y1liIiIiIjsGgMhlWK+02gKbyxDRERERGTPGAipFNONZfjoCSIiIiIi+8YH01MpvNNo2W6k5eLrQ1dRYBDxeNcQhHg727okIiIiIqI7xkBIpTTiw+mtik7MxMOrDyItRw8A+OboNfw0rTua+rnauDIiIiIiojvDU0aplOKBUJIkG1dTNyRk5GHCl0eRlqNH8wBXtGzghsy8Akz5+jhy8gtsXR4RERER0R1hIKRSgjydoBCAnHwDkrPybV2OzcWl5ODRNQdxIy0XTXycsXlyV2x4sgv83TSITszCsh1Rti6RiIiIiOiO8JRRKsVBpUADdy1upOUiLjUbvq4aW5dUa67fzsGq3Zdx/OptqJQCVEoF/r2ZDr1BQpCnFhuf7AIvZwcAwLKH22HCl0ew4WAshrVpgC5NvMzryckvwLmbGfB2dkCor4utdoeIiIiIqFwMhGRVsJcxEF6/nYtOIbaupnZExWdi7OeHkJpdule0a6gXPni0PRq4a81tfe7xxejOQfjun+uY/cMp/DStB5QKAZ/tu4wv/4pFrt5gnm/56HbwcZFPsCYiIiKi+oGBkKwK8nQCkIrrt3NtXUqtyNMb8OxX/yA1Ox+tG7rh+f7hUKsUyC8Q0djbGc0CrN845r/3t8Rfl5JxNSUH/d7bg/wC0RwEfVw0SMvJx96LSXjs88P45pmu8CzsXSQiIiIiqgsYCMmqIE9jT9j12/K40+iq3dGITclBgJsjvnoyotLBzV2rxsanIjB54z+ISc4GANzj74JZg5phSCt/RCdm4bG1hxGVkInxXx7BpskRcHNU1+SuEBERERFVGgMhWWXsIYQsegivJGVhzd4rAICFD7asci9eUz8X/P5ib5y8lgaNSoG2Qe4QBAEAEO7vis2TI/DomkM4cyMd4784gs/Gd4KfqyNEUUJcag7iM/IQ6K5Fo8LnPxIRERER1RYGQrIq2NxDaN+BUJIkLPj5HPINIvo288WQVgF3tB4HlcLipjLFNfVzxcanumDsZ4dw8loaei/bjSY+LohLyUZ2vsE8X/tgD8x7oCU6hXjeUQ1ERERERFXFx06QVUGFzyK8cTsXolj/n0V46EoKnlx/FI+s/htfH7oKvUEEAPx86ib2X0qGg1KBhcNbmXv2qlurQHdsmdYdbYPckacXcf5WBrLzDXBQKdDY2wkqhYCT19Lw8Oq/sfyPKBQU1kdEREREVJPYQ0hW+btqoFIIyDeISMrSwd/N0dYl3bFDV1LwxBeHoTcYg+3R2Nv48kAMBjT3w9eH4gAA0/qFobGPc43W0dTPFf/3XA+cv5WJhIw8NPTUItTHGSqlAkmZOizdfh5bjt/Ayl3ROBCdjA/HdECwF08jJSIiIqKaw0BIVqmUCjTwcMS11Fxcv51TbwOh3iDi9a1noTdI6HOPL7qFeeOzfVdwJSkbV5JiAAB9m/lier+mtVKPIAhoGeiGloFuFu2+rhq8P7o9+jXzw2tbzuB4XBoGLN+Lvs180TLQDd4uGng5OcDL2QFtgtyhYd8+EREREVUDBkIqU5CHE66l5uJaav19FuGPx64jOjELXs4O+GhsB7hr1RgX0Qhr98fg35sZ6NLEE0/2aAKVsm4krOHtAtE+2AOv/HAaB6+k4I9/E/DHvwkW82hUCgxr7Y8WNqqRiIiIiOwHAyGVqb4/ekKSJKz/OxYAMLVPGNy1xsc9uDmqMWvQPTasrHzBXk743zNdceZ6Og5cTsbVlGykZufjdrYeN9JycSMtFz+dvIWtUOKseAbPD7wHTf1cbF02EREREdVD9S4Q6vV6xMfHIycnB76+vvDysn5nx9rWuHFjXL161aJt6dKlmDNnTpnL5OXl4aWXXsI333wDnU6HIUOG4JNPPoG/v39Nl1spdfnRE3qDiJ3nE+DkoEKvcB+rN4M5GnsbF+Iz4ahWYHTnYBtUeXfaBLmjTZC7RZskSTh5LQ0f77qEnReS8PPpW/jlzC0MbxuIUZ2C0D7Ywxx8iYiIiIgqUi8CYWZmJr7++mt88803OHLkCPLz8yFJEgRBQFBQEAYPHoxnnnkG9957r03rXLx4MSZPnmwed3V1LXf+mTNn4rfffsP3338Pd3d3TJ8+HSNHjsSBAwdqutRKCaqjj57I0xvw3Kbj2HkhEQDwSKcgLHu4balQuPFgLABgRPuGcHeyj5AkCAI6NPLE6sc6YM1323BS3wB/XkjCz6du4udTNwEYn4vYIdgDHUM8MaC5H/zq6fWfRERERFTz6nwgfP/997FkyRKEhYVh+PDheO211xAYGAitVovU1FScPXsW+/fvx+DBgxEREYGVK1ciPDzcJrW6uroiIKByz7FLT0/HF198gc2bN6N///4AgHXr1qFFixY4dOgQunbtWpOlVkpdPWV07f4r5jAIAN8fu457G3th9L1FvYAJGXnYcTYeAPBEt3p6AWQFgl2AZ4d1wMWkHKw7EIujsam4mpKD6MQsRCdm4ftj16EQgJ7hvhjdOQiDWwbAQVU3rpUkIiIiorqhzgfCo0ePYt++fWjVqpXV6V26dMGTTz6J1atXY926ddi/f7/NAuHbb7+NN954A40aNcK4ceMwc+ZMqFTWP+Jjx45Br9dj4MCB5rbmzZujUaNGOHjwYJmBUKfTQafTmcczMjIAGE+l1ev11bg3QICrsVftRloudLp8KBTV94y+dX9fxWf7Y9AiwBXLRrWGj4umUsvpCkTzdYHLRrZGYqYO70VewqJfzqFrEw80cDf2hn2x/zIKRAmdQzxwj69TtX82tmbaH71ej3t8nbB0REsAQEp2Pk5eS8Opa+k4GJOKk9fSse9iEvZdTIKviwNGdw7Co52DzJ8T1S/FjzvJB4+7fPHYyxOPu5Hc9782CZIk1f+njtcB77//Pjp27AgvLy/8/fffmDt3LiZNmoT333/f6vybN2/GpEmTLMIdYAy4/fr1wzvvvGN1uYULF2LRokVW1+fkVL3PrDNIwMuHlRAlAYs6FsCjcpmtQhfSBHx6Xmkeb+4uYkoLEZV5JvyRJAGbopVwd5CwoIMBggB8dE6JmEwBbb1EPNVMRJ4BWHhMiVyDgKebGdDGS75f4km5wJEkBQ4lCsjQGz9gARLC3SW085LQ1kuCm4ONiyQiIiIqIScnB+PGjUN6ejrc3NwqXoDuWJ3vIbSlOXPmlBnMTM6fP4/mzZtj1qxZ5ra2bdvCwcEBzz77LJYuXQqNppqSFIC5c+dabCsjIwPBwcHo168fvL29q207Ju9H7cf127lo1rEbOoV4Vss6v1n3D4BUtGnohgvxmbiQroBXi3vRLbTi+rd+fRxAMib0aIrh/cMAAOGdMjHi00M4napAbkAbXIjPRK4hDqE+Tpg9rke19mzWFXq9HpGRkRg0aBDU6vKvj5wA4014/jyfiE1HruFwzG1cTBdwMR34IRboHOKJ+1r546H2DeDqaB/XWtqrqhx3sh887vLFYy9PPO5GprPgqObVi0CYl5eHFStWIC0tDS+88AIaNGhQK9t96aWXMHHixHLnCQ0NtdoeERGBgoICxMbGolmzZqWmBwQEID8/H2lpafDw8DC3JyQklHsdokajsRow1Wp1jfzQCPZ0wvXbuYjP1FfL+q8kZeHglVQoFQJWP9EZq/dcxleHruKbf26gd7Pyr7/MzTfg78upAIChbQPN9bQO9sLUvmFYuSsac346Z55/7rCW0Gjsu/urssddrQYe7BCMBzsE42pKNrafjcf2s/E4dS0NR2Nv42jsbXzxVyxWPdYRHRpVT/CnmlNT3+9Ut/G4yxePvTzJ/bjLed9rW70IhE899RQcHR3RvHlzDBw4EOfOnat4oWrg6+sLX1/fO1r25MmTUCgU8PPzszq9U6dOUKvV2LlzJ0aNGgUAiIqKQlxcHLp163bHNVe36r6xzK7Cm8F0C/VGQw8tHuvaCF8duorIfxOQkaeHWzk9VAeik6ErENHQQ4vmAZZ3cJ058B6k5ejx1aGrUCoEzB3aHINa1o3Hd9Q1Id7OmNInDFP6hOFGWi52nI3Hhr9jEZeag8fXHsbGp7qgU0jdeJwLEREREdWsenHLwd27d2PWrFmYPXs2Ll26hMTExIoXqkUHDx7EihUrcOrUKVy5cgWbNm3CzJkz8fjjj8PT09jbcuPGDTRv3hxHjhwBALi7u+Opp57CrFmzsHv3bhw7dgyTJk1Ct27d6sQdRk2q+1mEe6KSAAD9mhuDcvMAN4T6OkNvkLC3cFpZdkcZj/vAFn6lHjGhUAh4Y0RrnJw/CCfmD8LTvaz33JKlhh5aPNWzCba90As9mnojO9+Apzb8g5jkbFuXRkRERES1oF4Ewj59+uDDDz/Ee++9h0aNGpXZ62YrGo0G33zzDfr06YNWrVphyZIlmDlzJj777DPzPHq9HlFRUcjJKepp++CDD/DAAw9g1KhR6N27NwICArBlyxZb7EKZgr2q71mEeXoDjsQYT/ns26yo59XUk/fn+YRylz8QnQwA6BVedq+th5NDub2MZJ2LRoW14+9F+2APpOXo8eT6o0jLybd1WURERERUw+pFIPziiy/QuHFjJCQkYOfOnbYup5SOHTvi0KFDSEtLQ25uLv7991/MnTvX4lq/xo0bQ5Ik9O3b19zm6OiIVatWITU1FdnZ2diyZUuln2NYW4p6CO/+lNFzNzOQbxDh4+KAUB9nc/vgwkC4+0Ii9AbR6rI30nIRm5IDpUJARChPZ6wJWgclPh/fGQ09tIhJzsazXx1DfoH140FERERE9qFeBEInJye89tprePfddxESYp8PGa+rTNcQ3kjLhUG8u8c3nIi7DQBoH+xpccpn+2BPeDs7ICOvAEcLexBLMvUOtg1y550wa5CvqwZfTrwXLhoVDsekYu6WM+CTaYiIiIjsV70IhGQ7/m6OUCkE6A0SEjPz7mpdJ+LSAAAdQzws2pUKwXxNoek6wZJMgbBHmM9d1UAVaxbgilWPdYRSIeDH49fxwjcnkac32LosIiIiIqoBdT4QTpkyBdevX6/UvN9++y02bdpUwxXJi1IhINCjeq4jPH0j7f/Zu++4pq7+D+Cfmwlh76GIIAiKC8GBrYjW2db+bG2t2jraalurto4uOxzdtXs+dmqHtnZY7bBarWjd1oGIA0VBFNkbAklI7u+PQDQFFRW4hnzerydPcu89Sb7xEPTTc+85AIAebd3rHau7pnBzAxPLGE0i/jlu3h/f8epmfaUrM6CjD964sxsUMgG/HjyHOz7eYbn+k4iIiIhaj+t+2QkfHx9ERUXhhhtuwMiRIxEbG4vAwEA4ODiguLgYR44cwbZt2/D9998jMDDQaiIXahptPRyRWaTF2WIterW/uuv3yqsNOFNkDpSdA13rHe8f5gOZAJzIq8DZYq3l2kUASMkqRbHWABe1AtHt3K/q/enK3dGzLfxcHTDt2304kl2GMZ/sxMAIHzw0oAP6hHjWm+mViIiIiGzPdT9C+OKLL+L48eO44YYb8PHHH6Nv376WmUYjIiIwceJEnDp1Cp9++il27dqFbt26SV1yq2NZi7Do6kcIj+WUAwAC3Bzgrqm/WLybRomYYPMSHf8dJawbHbwhzBtK+XX/I9uq3BDmjU2PJ+CePu0gE4DE1HyM/XQXJn65B6cLuTQFERERka2ziX9d+/n54dlnn8WhQ4dQUFCA/fv3Y/v27UhNTUVxcTF++uknDB8+XOoyW62mWIvwaHYZAKBzQP3RwToJEebrCP/+z/ITW3i6qKS8ndV4+fau2DTXHAxVchm2nijA0Hf+wXd7MqUuj4iIiIiugU0Ewgt5eHige/fu6Nu3L8LCwnjaWguwjBCWXP3SE0ezzSOEnS4RCIdFmZfc2JZWgFKtAQBQWmXAgTMlAID4jpxQRkrtvZ3w8u1dsX52PG4I84KuxoR5qw7hjfXHOBMpERERkY2yuUBILa8pRgjT8syBMNzP+aJtwnydEeHnAoNRxPrDOQCAPw9lw2gS0dHP2eq6QpJOiLcTvn2gD2YNDgcAfJR4Ek/+lHzNy5IQERERUctjIKTLqhshPHcNaxGezDdfbxbme/FACAC39QgEACzdkQFRFLFy7xkAwOieba/qfal5CIKAWYM7YvHobpAJwI/7zmLOD0moMXIheyIiIiJbwkBIl3WtaxEWVepRVKkHAIR6XzoQju/dDhqVHEezy3Dbh9txILMESrmAOxgIr0tjegXhw/E9oZAJWJN0DjO/OwB9DUMhERERka1gIKTLuta1CE/mVwAA2rg7wlElv2RbDycV7r8hBABwKKsUAPDwgA7wcVFf8ftSy7i5awCW3BsDlVyGP1Ny8OA3e1FWbZC6LCIiIiJqhOt+HcILff3111bbMpkMPj4+6N+/PzQaXl/WnK5lLcKTeeZAeLnTRevMHtIRFboa/HEoG7d0DcCMQWFXXC+1rMGd/fD5pFg8+M1ebE7Nx/99uB2vj+6G3iFXt24lEREREbUMmwqEjz32mNW20WhERUUFfHx8sGnTJkRFRUlUWet3LWsRptUGwg4+jQuEcpmAhbdFYeFt7E9bEt/RBz88FIeHvtmH9IJKjPlkJ8b2CsJTwyPh4VR/7UkiIiIikp5NnTJaXFxsdSsrK0N2djZuvPFGzJo1S+ryWrWga5hptO6U0Q6+Tk1aE11/urV1x7rH4jGudxAA4Pt/zyDhzc34Yls6ry0kIiIiug7Z1AhhcnJyg/vvv/9+3H777dizZw8cHBwAAN26dWvJ0lq9tp7mEcIzxVe+FqFlhtFGjhCSbXPTKPHqHd1we3RbzF+TgmM55Xjx9yP4dtdpvHlXd8QEe0hdIhERETVAFEVUG0yoMhihrzHBYDRBV3uvv+BebzTBYBRhNIkQRREiAFEETJbHIkQRkMkEKGUCFHIZFHIBSlntvVyAQiaDWimDo1IOR5XcfK+UQyG3qfGqVsGmAmGPHj0gCEKDi2ALgoC+fftaHhuNxpYur1W72rUIqw1GS4js0MhrCKl16B3iiT8e7Y+f9p3BG+uPW04jnTOkI6YN6ACZTJC6RCIiIpsmiiJ0NSaUVRtQVlWD8moDyqtram8GlF2wrdXXQKs3okpvhFZvhNZgRJW+BlWG8/uqDEY08M/sFqWSy+CglEFluvKZ7enq2FQgTE9Pb3B/RkYGhgwZguTkZDg6OrZwVfbhv2sRyhv5j/n0gkqIIuCuUcKL15HZHblMwN292mFE1wA890sKfj14Dm+sT8We9CJ8MD4arg5KqUskIiKSnMFoQonWgBKtHvllVUguElC57yzKdCYUa/UoqTSgpEr/n7BnvjcYmyfBKWQCVAoZlHIZVAoZVLX3Srl5v0Img1wmQCYAAgQIAiAIgEyofQwBRpOIGpN5NLHGZEKNUYTBaEKNSUSNUYSupjaMXhBE9UbzCKRJp2+Wz0X12VQg9PCwPtXMZDIhIyMDL730EoYNG4bIyEiJKmv9fF0coJSb1yLMLau2LENxORdOKCMIHBGyV64OSrw3tgduDPfG/DUp2HI8H3d8vANfTuqFdl6cIZiIiFqXKr0RBRU65FfoUFCuQ0GFHgUVOhRV6lGi1aO4NvwVaw0ortSjXFfzn1eQA6lHGv1+ggA4qxVwdVDCxeH8vflmfuykVsBRKYdGZT5FU6NSXPBYDo1SYT51s/b0zcb+x/+mUDfSWW04P1KZX1iMuHdbrAS7ZlOB0N3dvV6oEEURvXr1whdffCFRVfZBLhPQxt0RGYVaZBZpGx0ILRPK+HBCGXsnCALGxAahc4ArHvjqX6TlVeD/PtqGTybEcnkKIiK67omiiGKtAedKqpBTWo3ssurasFd3M4e+gnIdKvVXd+mSm6MS7o5KQF+J9oE+8HJSw8NJBQ+NEm6OSrg6Ki0h78LQ56RS2PSlGIIgwEEph4NSDvfa/07so+ZkdC3FpgJhYmKi1bZcLke7du3Qrl07iSqyL8FeTsgo1OJ0YSX6hno16jmWCWV4/SDV6tLGDb/OuBFTvtqLQ1mluOfzXXjl9q64KzZI6tKIiMhOiaKIEq0B50qrkF1iDnvZtcHvXGltACythu4KZsxWKWTwcVbD21kFb2c1vJ3V8HQ2hzt3jQoeGhU8nc4/dnNUQi4TYDAYsHbtWtx8c08olby0gpqfTQXCAQMGSF2CXWvvpcEWABmFjZ9p9ErXICT74OfqgB8eisPcH5Ow9lAOnvgpGYeySvH0iEhoVDb1a4mIiGyEKIo4V1qN9PxKnC6qRGahFhmFlThdqMWZIm2jR/W8nVUIcHOEn6sDfFzU8HFWwdtFbQl93rXbLmoFL5chm8B/eVGjBXuZT/vMKKhsVHuTScSpfAZCapijSo4Px/XEOz7H8cGmNHy98zQ2p+bj9dHdENehcSPQRERE/1UX/I7nluNEbjlO5FbgeF4F0nLLLxv6vJxUCHB3gL+rIwLdHeDv5oBAN0fLvZ+bGmqFvIU+CVHLYCBsAps3b8bAgQMbPLZnzx706tWrwWMJCQnYsmWL1b6HHnoIS5YsafIam0KId20gbOQI4dniKuhqTFApZAjy5MQhVJ9MJmDu0AjEtvfEvJ+TkVmkxbjPduGOnm0wb0Qn+LiopS6RiIiuY7oaI45llyP5bAkOZZUiNffSwU8pF9DOU4NgL6fae/OtnacT2no4wkHJsEf2h4GwCfTr1w/Z2dlW+55//nn8/fffiI2NveRzp06dihdeeMGyrdFcv8EpuHY2yNOFlRBF8bKnQZzIKwdgHh1syZmqyPYM6OiD9bPj8dqfx7BiTyZW7c/ChsO5mDO0Iyb0DeYitUREBKNJxMn8Chw8U4Lks6U4eLYEx7LLoTfWv65PIRMQ6uOEcF8XhPs5o6OfCzr6OSPYywlK/p1CZIWBsAmoVCr4+/tbtg0GA9asWYOZM2deNjRpNBqr517P2npoIBMArd6I/HIdfF0dLtn+RO31g+GcUIYawcVBiZdrJ5eZvyYFyWdLsei3I/h5/1m8e3cPhPm6SF0iERG1IK2+BnszirHrVCH2nS5GSlZpgyN/HholurV1R7e2boj0d0VHP2e092bwI2osBsJm8Ouvv6KwsBD33XffZdsuX74c3377Lfz9/TFy5Eg8//zzlxwl1Ol00Ol0lu2ysjIA5hBqMBiuvfhLEAC0cXfEmeIqnMgthYfjpU+rSM0x1xbi5djstdmbuj/P1vjnGuXvhB+m9sYP+87irQ0nkJJVhls/2Ianh3XE+N5Bdn2Bfmvud7o49rv9sre+rzYYsT+zBLvSi7AnvRjJWaX1Fl3XqOSICnRFtzau6NrGDd3auqKtu2P9vxtMRhhMV7f0g9Tsrd8vxt4/f0sSRFEUL9+MrsTNN98MAFi7du0l23366acIDg5GYGAgkpOT8dRTT6F3795YtWrVRZ+zcOFCLFq0qN7+FStWtMjppv87IsOxUhnGdTCir++lf3TeSpYjs1LAfR2N6OHFHzO6cqV6YEWa+WcOALp5mjC+gwmO/E9ZREQ2z2ACMsoFnCgTkFYqIKMCMIrWwc5dJSLcTUSYq4h2ziL8HQFehWIftFotxo8fj9LSUri6ukpdTqvGQHgJTz/9NF5//fVLtjl69CgiIyMt22fPnkVwcDB++OEHjB49+oreb9OmTbjpppuQlpaGDh06NNimoRHCoKAgZGdnw8ur+WdmXPjbUSzfcwYP9m+PJ4Z2vGg7URTR46VN0OqN+HNmP65D2MQMBgM2bNiAIUOGtPo1ikwmEV/vzsTi9cdhMIpo5+mI9+/ujqhA+/vLwZ76nc5jv9uv1tb3+hoTDp4txe70IuxOL8L+M6XQ/2ddPz8XNfqEeKJvqAf6hHgiyKOB0b9WrrX1+9UqKyuDt7c3A2EL4H9nv4S5c+di8uTJl2wTGhpqtb106VJ4eXnhtttuu+L369OnDwBcMhCq1Wqo1fVnXlQqlS3yS6Ojv/kLeapAe8n3yyqpglZvhEImIMzfjefxN5OW6nepTY0PQ+8QbzyyfD8yi6ow5rM9WDgyCuPs9BRSe+l3ssZ+t1+22vcGownJZ0uw61QRdp4sxN7TRag2WAdAHxc1+oZ6IS7UC3EdvNDeS2OXv9cbYqv93lTs+bO3NAbCS/Dx8YGPj0+j24uiiKVLl2LixIlX9UOclJQEAAgICLji57aUcD/zSN/x3IpLtjuRa55hNIQXdVMT6R7kjj8evRFzfziIv4/l4ZlfDuHfjCIsvC0Kbo78S4OISGo1RhMOZZWaA+CpQuzNKIL2P5PAeDmp0DfUC307mENgBx8nBkAiiTEQNqFNmzYhPT0dU6ZMqXcsKysLN910E77++mv07t0bJ0+exIoVK3DzzTfDy8sLycnJmD17NuLj49GtWzcJqm+cCD/zTI9nirWo0hvhqGp4Ypm0uhlG/XiqKDUdd40Kn02MxWdbT2Hx+lT8ciAL29MK8ML/dcHwLrYxWy8RUWtRpTfi4NkS/JtehH9PF2P/6WJU6Gqs2nholOgTYh79i+vghXBfZwZAousMA2ET+uKLL9CvXz+rawrrGAwGpKamQqs1L+quUqmwceNGvPvuu6isrERQUBBGjx6N5557rqXLviJezmp4OalQWKlHWl4FurZ1a7DdidoRRC4VQE1NJhPw0IAOiAn2wJM/JeNUQSUe/nYfhkf5Y+FtUfB3u/RyKEREdHWKKvXYm1GEvaeL8W9GEVIamAXU1UGBPhecAhrh5wIZZ4Ehuq4xEDahFStWXPRY+/btceH8PUFBQdiyZUtLlNXkwv2cUXiqCMdzyy8eCGsXpecahNRcYtt7Yu1j/fHhpjQs2XIS6w7nYOuJfMwZGoFJcVzMnojoWpRo9TiUVYpDWaVIySpF8tlSnC2uqtfOz1WNXu090au9J2LbeyDS3xVyBkAim8JASFeso58Ldp0qwvHa0PdfJpNoGSHkKaPUnByUcjw+LAK3dAvAM78cwoHMErz4+xH8vO8sXrq9C3q285C6RCKi615xpR4p58yhL6U2BDYU/gCgo58zYtt7old7D8QGe6KtHc4CStTaMBDSFQuvvY7wxEUmljldpEW5rgZqhQwdfBgIqfl1CnDFzw/3w/f/nsHr647hSHYZRv9vB8b2aod5N0fC1YGTzhARAUB5tQGHzpbi4NlSJJ8tuWT4C/bSoGsbN8stqo0bJ/EiaoUYCOmK1U0scyy7rMHjyWdLAJj/kc4ZRqmlyGQCxvdph2FRfnhl7TH8vP8svtuTiS2peXjjru64Icxb6hKJiFpUtcGIo9llSD5bioNnSnDwbAlOFVSioRWoGf6I7BcDIV2xqEBXyATgXGk1csuq4edqPYlHSlYpAKBrm4avLyRqTl7Oarw1pjvuim2Lp35OxulCLe75fDcmxgXj6RGR0Kj4a4+IWiddjRH7Thdj16ki7DpViKTMEuiNpnrt2rg7onuQG7q1dUc3hj8iu8d/GdEVc1IrEOHviqPZZdh/uhgjulqvm5h8tjYQXmTCGaKW0DfUC38+1h+vrj2Gb3adxtc7T+Of4/l4a0x3xAR7Sl0eEVGTyCmtxqZjeUhMzcP2tIIG1/3r1tYc/upCoLezWqJqieh6xEBIV6VnO3dzIMy0DoRGk4gj58ynknKEkKSmUSnw4qguGBrlhyd/SkZGoRZ3LdmJqfGhmD24IxyUDa+jSUR0Pcstq8afh7Lxx6Fs/JtRbHXMx0WNfh28zIu/h3qhvZeGk74Q0SUxENJV6dnOA8t3Z2J/ZonV/iPnylCuq4GzWsElJ+i60T/cB+tmxeOF347g5/1n8cmWU0g8loe3x/RAF/6HCyKyAdUGIzYezcUPe89i24l8mC64DrBnO3cMivRFQoQvOge4ct0/IroiDIR0VXoGm6fzP5RVCn2NCSqFefKYbWkFAMyn63EdOLqeuDkq8daY7hga5YdnfzmE47kVGPXRdtx/YwhmDgqDC2ciJaLrUH4V8MqfqVh14BxKqwyW/T3buePWboEY0dUfAW6OElZIRLaOgZCuSnsvDTydVCiq1GPf6WLEdfACAGxLywcA3BjmJWV5RBc1LMofscEeeH5NCtYeysGn/5zCLwey8PTwSNwe3Yb/ZZ2IJGcyidhyPB9Lt5/CPycUAE4DAALcHHBnTFvcGdMWwV5O0hZJRK0GAyFdFUEQMLiTL37Yexa/HsxCXAcvVOmNlmsZbgznFP90/fJyVuPje2KQeCwPL/x+BOkFlZj740Es330az9/aGdFc0J6IJFBtMGL1gSx8vi0daXnmtX4FiIjv6IPJ/UIQ39EHcv5HKyJqYgyEdNVGRbfBD3vP4vfkbCwYGYXfDp6DvsaEth6OXJCebMLASF/0C/PC0u0Z+ODvE9ifWYLbP96BgRE+eGxwR/QIcpe6RCKyA8WVeny76zS+2pmBggo9AMBZrcCYmDZoU3USE+/oCaWSp7UTUfNgIKSr1jfECwFuDsgurcbfR/Pw5fZ0AMDEuGDOaEY2Q62Q4+EBHXB7dBu8uT4Vqw5kITE1H4mp+UiI8MGD8aGIC/XizzQRNblT+RVYuj0DP+47g2qDeb3AQDcH3H9jCO7uFQQHObB27UmJqySi1o6BkK6aTCbg9ug2+HjzSUxfsR8AoFHJcXdsO4krI7pyfq4OeOOu7pg+MAwfJqbhlwNZ2Jyaj82p+Yj0d8H9N4bgtu6BXKqCiK5J3fWBy3ZkYMvxfMv+Lm1cMbV/KG7uGgBl7aRsBoPhYi9DRNRkGAjpmjwyMAzrD+fgZH4lAOCp4ZFw0/C0FrJd7b2d8OZd3TFjYBi+2JaOn/adxbGccjz5UzJe//MY7ukbjHv7toOvi4PUpRKRDSmrNuDHvWfxzc4MZBRqAQCCAAyK8MUD/UN4JgIRSYaBkK6Js1qBX6bfgPUpOQjxdkJse0+pSyJqEu29nfDiqC54fGgEvv83E1/tyMC50mq8//cJ/G9zGkZ2D8SUG0PROdBV6lKJ6DplMonYe7oYvxw4izVJ56DVGwEALg4K3B0bhAlxwZwtlIgkx0BI18zVQYm7YoOkLoOoWbhplHhoQAc8cGMI1h/OxZfb07HvdDFW7c/Cqv1ZGB7lj1lDwhHpz2BIROYQeOBMMf46nIu1Kdk4U1RlORbu64xJ/drj9ug2cFLzn2BEdH3gbyMiokZQyGW4pVsAbukWgKQzJfh86yn8cSgb6w7nYN3hHNzSLQCzbgpHuJ+L1KUSUQsSRRGZRVrsOlWIHScLsT2twDJTKGA+k2ZEF3/c0bMt+oZ68rRQIrruMBASEV2hHkHu+HB8TzyWW453/z6BP5Kz8UdyNtYeysZt3QPx6E3hXHqFqBUymUSkF1YiJasUh8+VISWrFClZpSirrrFq5+KgwKBIXwzt7I9Bkb5wVHEyKiK6fjEQEhFdpXA/F3w0vidmDirDuxtOYN3hHKxJOoffDp7DzV0DMDGuPXq19+CIAJENqjYYkZpTjiPZZThyrgxHsstwNLvMch3ghVRyGbq2dcMNHbzQt4MXYoM9oVLIJKiaiOjKMRASEV2jSH9XLJkQg5SsUry78QQ2Hs3F78nZ+D05GxF+Lrg3Lhi3R7eBM68ZIrpu6WtMSDpTgu1pBdieVoCkMyWoMYn12qkVMnQOdEWXQDd0aeOKLm3cEO7rwgBIRDaL/zohImoiXdq44fNJsTh8rhTf7DyN1UlZSM0tx/OrU/Da2qO4o2dbTIwL5nWGRNcJURSx61QRVh/IwtqUbJT/59RPLycVOge6mm8BrogKdEV7Lyco5Ax/RNR6MBASETWxqEA3vDa6G+bd3Ak/7zuLb3edxqmCSnyz6zS+2XUafUM9MTGuPYZ09rMsQE1ELafaYMSq/VlYuj0dJ/IqLPs9nVS4IcwbN4Z5oV8Hb7T1cOQp30TU6jEQNsLLL7+MP/74A0lJSVCpVCgpKanXJjMzE9OmTUNiYiKcnZ0xadIkvPrqq1AoLv5HXFRUhJkzZ+K3336DTCbD6NGj8d5778HZmZNRELUGbo5K3H9jCO67oT22pxXi650Z2Hg0F7tOFWHXqSL4uzpgYr9g3NM7GG4apdTlErV6+hoTfth7Bh9uSkNOWTUAwEklx8jugfi/Hm3QJ8QTMhkDIBHZFwbCRtDr9bjrrrsQFxeHL774ot5xo9GIW265Bf7+/tixYweys7MxceJEKJVKvPLKKxd93XvuuQfZ2dnYsGEDDAYD7rvvPjz44INYsWJFc34cImphgiDgxnBv3BjujXMlVVixOxPf/5uJnLJqLF6Xig83pWFMbBAeuDEEQZ4aqcslapUSj+Xhhd+PIL2gEgAQ6OaA+28MwZheQXB14H+QISL7xUDYCIsWLQIALFu2rMHjf/31F44cOYKNGzfCz88PPXr0wIsvvoinnnoKCxcuhEqlqveco0ePYt26dfj3338RGxsLAPjggw9w8803480330RgYGCzfR4ikk6guyMeHxaBmTeF4feD2fhs6ykcyynHsh0Z+HpnBoZ38ceU/qHo2c5D6lKJWoWc0mo8tzoFG4/mAgC8ndWYOSgMY3sHQa3gchBERLx4pQns3LkTXbt2hZ+fn2XfsGHDUFZWhsOHD1/0Oe7u7pYwCACDBw+GTCbD7t27m71mIpKWWiHH6Ji2+POx/vjmgd6I7+gDkwisPZSDOz7egdH/24F1KdkwNjDLIRFdniiK+OHfMxjyzhZsPJoLhUzAg/GhSHx8ACb1a88wSERUiyOETSAnJ8cqDAKwbOfk5Fz0Ob6+vlb7FAoFPD09L/ocANDpdNDpdJbtsrIyAIDBYIDBYLiq+sn21PU1+7x16NveHX3bR+N4bjm+3HEavx7Mxr7Txdh3uhhBHo64K6YNbo8OhJej+R+w7Hf7wu/7lTtXUoXn1hzB1rRCAEC3tq54bVQXhPuZr9G3lT9L9r19Yr+b2fvnb0l2GwiffvppvP7665dsc/ToUURGRrZQRY3z6quvWk5hvVBiYiI0Gl57ZG82bNggdQnUxOLVQI8ewNYcGbblCjhTXIW3N6bhnY0n0MldRF9fATXrN4BLntkfft8vTxSBnXkCVp+WQWcUoBBE3BxkQkJgEU7s+wcnpC7wKrHv7ZO997tWq5W6BLtht4Fw7ty5mDx58iXbhIaGNuq1/P39sWfPHqt9ubm5lmMXe05eXp7VvpqaGhQVFV30OQAwb948zJkzx7JdVlaGoKAgDBw4EF5eXo2ql2yfwWDAhg0bMGTIECiVnAyhNRoLQKuvwbrDufhxXxb2ni7BkRIBR0oAT40So3oE4s6YNgj35azErR2/742TWaTFs6sPY1d6MQCgZzt3vDoqCqE+ThJXdvXY9/aJ/W5WdxYcNT+7DYQ+Pj7w8fFpkteKi4vDyy+/jLy8PMtpoBs2bICrqys6d+580eeUlJRg3759iImJAQBs2rQJJpMJffr0ueh7qdVqqNXqevuVSqVd/9KwV+z31s1NqcTdvdvj7t7tcSq/Aiv3ZOK7XadQpDXgyx2n8eWO04hu544xsUG4tVsAXDhTYqvG73vDjCYRX+3IwBvrU1FlMMJBKcOTwyIxqV97yFvJEhLse/tk7/1uz5+9pdltILwSmZmZKCoqQmZmJoxGI5KSkgAAYWFhcHZ2xtChQ9G5c2dMmDABixcvRk5ODp577jlMnz7dEt727NmDiRMn4u+//0abNm3QqVMnDB8+HFOnTsWSJUtgMBgwY8YMjB07ljOMElE9oT7OeHxoOCIMJ+AU1gs/7z+HTcfycCCzBAcyS/DCb0dwS7cAjIkNQq/2HlxMm+zC3owivPTHUSSdKQEA9A31xOujuyHYy3ZHBYmIWhoDYSPMnz8fX331lWU7OjoagPm6vYSEBMjlcvz++++YNm0a4uLi4OTkhEmTJuGFF16wPEer1SI1NdXqAtnly5djxowZuOmmmywL07///vst98GIyObIBWBQhA+GdQlEfrkOvxw4i5X/nsHJ/Er8tO8sftp3FiHeTrgrti3u7NkWvq4OUpdM1ORO5ldg8bpjWH/YfHmGk0qOeTd3wvje7biwPBHRFWIgbIRly5ZddA3COsHBwVi7du1FjyckJEAUraeP9/T05CL0RHTVfFzUeDC+A6b2D8X+zGL88O9Z/JZ8DukFlVi8LhVv/XUcAyN8MCY2CAMjfaGUcyYasl1Gk4jd6YX4ZudprD+cA5MIyARgTGwQZg/pCD/+xw8ioqvCQEhEZOMEQUBMsCdigj0xf2Rn/JGcjR/2nsHe08XYeDQPG4/mwdtZjdE92+Cu2CCEcSIasgHVBiPSCyqRmlOOXacKkZiah9yy88suDe7ki6eGRyLcz0XCKomIbB8DIRFRK+KkVmBMryCM6RWEtLwK/Lj3DH7efxYFFTp88s8pfPLPKcQEe+Du2CDc0i0ATmr+NUBNSxRFlOtqUFypR7HWgGKtHsWVepRoDajU1aBSb4RWXwNt7X2l7j/3eiO0uhpoDUb858QauDgocGu3QEzqF4xIf1dpPiARUSvDfwkQEbVSYb7OmHdzJzw+LAKJx/Lww94zSEzNtyx6v/C3w7ilawBuj26DPqFerWZGRmo6RpOI0qrzoe7CgFesNaBEq0dRbdgr1upRrDU/rjGJl3/xRnB1UCDczwU927mjXwdv9Avzglohb5LXJiIiMwZCIqJWTimXYWiUP4ZG+SOvrBo/78/Cj3vP4FRBJX7cdxY/7jsLP1c1buseiP/r0QZRga6cpdRG1RhNKKjQo7TKgLJqA8os9+YRuarakbkqgxFVtffm/XWPa1BtMFlG8HQ1pquuxVEph4dGCXeNCh5O5nsXtQIalQJOarn1vUoOjbr2vna/s1oBTycVfxaJiJoZAyERkR3xdXXAtIQOeHhAKPaeLsaq/Vn4I/kccst0+GxrOj7bmo4wX2eM6mEOh0GeGqlLplpGk4ji8mrklupwrrQK50qqkF1ajXMl5x/nllWjiQbnrLioFfBwUlkCnqeTCu4aJTw0Kst+D42qdtv82EHJkTwiIlvAQEhEZIcEQUCv9p7o1d4TC2/rjM2p+ViTlIWNR/OQlleBN/86jjf/Oo6YYA+M6hGIW7oFwtNJJXXZNkerr8Gp/EoUVOhQVl1jGbGr0hthMIqoMZpgMJpgMJkf1xhFy2ODUYSuxoj8ch2yCuWYvWtDo8KeXCbAzVEJVwcFXB2VcHVQwsVBASe1Ao5KOTQqORxq788/VsBRJYOjUgGNSg5HlRyOSvO9m6OSM9QSEbViDIRERHZOrZBjWJQ/hkX5o6zagHUpOViTlIUdJwst1xsu+u0I4jv64P96BGJoZ384qjj6U0cUReSV63AyrwIn8ytwMr8SJ/MrcCq/ElklVU30LubTJmUC4O2sRoC7IwLdHBDo7oiA/9x7O6t5PSgRETUaAyEREVm4OigxJjYIY2KDkFtWjd8OnsPqpCykZJVh07E8bDqWB43KHCD/r0cgbgzzhsIGR4/yyqtx5FwZ0vIqkFtWjcIKPaprjDCaRCjlMqjkMqgUMvPjC+7VChkqdTXIK9chv1yHvHIdzhRpUaGrueh7eTqp4O/qYB61c1TA1UEJjUoOhVwGhVyAUmZ+fYVcgFIuQCGTme/l5vdzd5DjWNIe3D7iJvi6OTHsERFRk2IgJCKiBvm5OmBK/1BM6R+KtLwKrEnKwpqkc8gs0uKXA1n45UAWvJ1VuLVbIG7tFoCe7Twga6awIooi9EYTZIJwVacvZpVUYU96IXafKsLu9CKkF1Q2aX0yAQj2ckIHHyd08HE233ydEOrtDI9rPNXWYDCg/AQ48kdERM2CgZCIiC4rzNcZc4dGYM6QjtifWYI1SVn4PTkbBRV6LNuRgWU7MuDjosawKD+M6BKAPiGe1zRymFtWjQ1HcrHtRAGO5pThbHEVjLUX0DmrFQhwc0A7Tw2C6m4ejvB1dYBSLqDaYEJeWTWO5ZQjNaccKedKcbbY+tRNQQDCfJwR7ueMNu6O8HJWQ6OSQxAE1BhN0NeYr+3T15igN4pW2w5KGXxdHeDjooaPixpt3B0R7KXhcghERGSTGAiJiKjRBEFATLAHYoI98PytnbHtRAF+PXgOG4/mIr9ch293ZeLbXZlw1ygxpJMfRnT1xw1h3o0KSzVGE7Ycz8d3ezKx6VjeRSdQqdDV4EReBU7kVTS6brlMQJc2bugb4oneIZ6Ibe8JN0dlo59PRETUWjEQEhHRVVHKZRgY6YuBkb7Q15iw42QB1qXk4K8juSiq1FvWOHRWKzAo0hcjuvhjQIQPNKrzf/WIooiUrDL8lnwOvyadQ05ZteVYz3buGBTpi57tPNDe2wnODgoYjSKKtHpkFVfhTLEWZ4qqcKZIizPFWhRW6KE3mszr3zmp0NHXGRH+LugU4IruQe5wVvOvPCIiov/i345ERHTNVAoZEiJ8kRDhi5dGmfBvRjHWpWRj3eEc5Jbp8OvBc/j14Dk4KGXoFOAKT40KlfoapOVVoKBCb3kdD40Sd8a0xdje7dDBx7nB9/JwUl30GBEREV0ZBkIiImpSCrkMcR28ENfBCwtGRiHpbAnWpeTgz5RsnCmqwoHMEqv2DkoZburkh5HdAjEw0ofX4hEREbUgBkIiImo2MpmAnu080LOdB+aNiMSJvAqczKtAaZUBjio5gjw16BzgCgclQyAREZEUGAiJiKhFCIKAjn4u6OjnInUpREREVMv2VhMmIiIiIiKiJsFASEREREREZKcYCImIiIiIiOwUAyEREREREZGd4qQyNk4URQBAeXk5lEqlxNVQSzEYDNBqtSgrK2O/2xH2u31iv9sv9r19Yr+blZWVATj/b11qPgyENq6wsBAAEBISInElRERERERNq7y8HG5ublKX0aoxENo4T09PAEBmZia/LHakrKwMQUFBOHPmDFxdXaUuh1oI+90+sd/tF/vePrHfzURRRHl5OQIDA6UupdVjILRxMpn5MlA3Nze7/qVhr1xdXdnvdoj9bp/Y7/aLfW+f2O/gYEcL4aQyREREREREdoqBkIiIiIiIyE4xENo4tVqNBQsWQK1WS10KtSD2u31iv9sn9rv9Yt/bJ/Y7tTRB5FyuREREREREdokjhERERERERHaKgZCIiIiIiMhOMRASERERERHZKQZCIiIiIiIiO8VAaMM++ugjtG/fHg4ODujTpw/27NkjdUnUjBYuXAhBEKxukZGRUpdFzeCff/7ByJEjERgYCEEQsHr1aqvjoihi/vz5CAgIgKOjIwYPHowTJ05IUyw1mcv1++TJk+v9Dhg+fLg0xVKTefXVV9GrVy+4uLjA19cXo0aNQmpqqlWb6upqTJ8+HV5eXnB2dsbo0aORm5srUcXUFBrT7wkJCfW+8w8//LBEFVNrxkBoo1auXIk5c+ZgwYIF2L9/P7p3745hw4YhLy9P6tKoGUVFRSE7O9ty27Ztm9QlUTOorKxE9+7d8dFHHzV4fPHixXj//fexZMkS7N69G05OThg2bBiqq6tbuFJqSpfrdwAYPny41e+A7777rgUrpOawZcsWTJ8+Hbt27cKGDRtgMBgwdOhQVFZWWtrMnj0bv/32G3788Uds2bIF586dwx133CFh1XStGtPvADB16lSr7/zixYslqphaMy47YaP69OmDXr164cMPPwQAmEwmBAUFYebMmXj66aclro6aw8KFC7F69WokJSVJXQq1IEEQ8Msvv2DUqFEAzKODgYGBmDt3Lh5//HEAQGlpKfz8/LBs2TKMHTtWwmqpqfy33wHzCGFJSUm9kUNqXfLz8+Hr64stW7YgPj4epaWl8PHxwYoVK3DnnXcCAI4dO4ZOnTph586d6Nu3r8QVU1P4b78D5hHCHj164N1335W2OGr1OEJog/R6Pfbt24fBgwdb9slkMgwePBg7d+6UsDJqbidOnEBgYCBCQ0Nxzz33IDMzU+qSqIWlp6cjJyfH6vvv5uaGPn368PtvBzZv3gxfX19ERERg2rRpKCwslLokamKlpaUAAE9PTwDAvn37YDAYrL7zkZGRaNeuHb/zrch/+73O8uXL4e3tjS5dumDevHnQarVSlEetnELqAujKFRQUwGg0ws/Pz2q/n58fjh07JlFV1Nz69OmDZcuWISIiAtnZ2Vi0aBH69++PlJQUuLi4SF0etZCcnBwAaPD7X3eMWqfhw4fjjjvuQEhICE6ePIlnnnkGI0aMwM6dOyGXy6Uuj5qAyWTCrFmzcMMNN6BLly4AzN95lUoFd3d3q7b8zrceDfU7AIwfPx7BwcEIDAxEcnIynnrqKaSmpmLVqlUSVkutEQMhkY0YMWKE5XG3bt3Qp08fBAcH44cffsADDzwgYWVE1BIuPB24a9eu6NatGzp06IDNmzfjpptukrAyairTp09HSkoKrw+3Mxfr9wcffNDyuGvXrggICMBNN92EkydPokOHDi1dJrViPGXUBnl7e0Mul9ebYSw3Nxf+/v4SVUUtzd3dHR07dkRaWprUpVALqvuO8/tPoaGh8Pb25u+AVmLGjBn4/fffkZiYiLZt21r2+/v7Q6/Xo6SkxKo9v/Otw8X6vSF9+vQBAH7nqckxENoglUqFmJgY/P3335Z9JpMJf//9N+Li4iSsjFpSRUUFTp48iYCAAKlLoRYUEhICf39/q+9/WVkZdu/eze+/nTl79iwKCwv5O8DGiaKIGTNm4JdffsGmTZsQEhJidTwmJgZKpdLqO5+amorMzEx+523Y5fq9IXWTyvE7T02Np4zaqDlz5mDSpEmIjY1F79698e6776KyshL33Xef1KVRM3n88ccxcuRIBAcH49y5c1iwYAHkcjnGjRsndWnUxCoqKqz+C3B6ejqSkpLg6emJdu3aYdasWXjppZcQHh6OkJAQPP/88wgMDLSakZJsz6X63dPTE4sWLcLo0aPh7++PkydP4sknn0RYWBiGDRsmYdV0raZPn44VK1ZgzZo1cHFxsVwX6ObmBkdHR7i5ueGBBx7AnDlz4OnpCVdXV8ycORNxcXGcYdSGXa7fT548iRUrVuDmm2+Gl5cXkpOTMXv2bMTHx6Nbt24SV0+tjkg264MPPhDbtWsnqlQqsXfv3uKuXbukLoma0d133y0GBASIKpVKbNOmjXj33XeLaWlpUpdFzSAxMVEEUO82adIkURRF0WQyic8//7zo5+cnqtVq8aabbhJTU1OlLZqu2aX6XavVikOHDhV9fHxEpVIpBgcHi1OnThVzcnKkLpuuUUN9DkBcunSppU1VVZX4yCOPiB4eHqJGoxFvv/12MTs7W7qi6Zpdrt8zMzPF+Ph40dPTU1Sr1WJYWJj4xBNPiKWlpdIWTq0S1yEkIiIiIiKyU7yGkIiIiIiIyE4xEBIREREREdkpBkIiIiIiIiI7xUBIRERERERkpxgIiYiIiIiI7BQDIRERERERkZ1iICQiIiIiIrJTDIRERERERER2ioGQiIhatcmTJ2PUqFGSvf+ECRPwyiuvNKrt2LFj8dZbbzVzRUREROcJoiiKUhdBRER0NQRBuOTxBQsWYPbs2RBFEe7u7i1T1AUOHjyIQYMG4fTp03B2dr5s+5SUFMTHxyM9PR1ubm4tUCEREdk7BkIiIrJZOTk5lscrV67E/PnzkZqaatnn7OzcqCDWXKZMmQKFQoElS5Y0+jm9evXC5MmTMX369GasjIiIyIynjBIRkc3y9/e33Nzc3CAIgtU+Z2fneqeMJiQkYObMmZg1axY8PDzg5+eHzz77DJWVlbjvvvvg4uKCsLAw/Pnnn1bvlZKSghEjRsDZ2Rl+fn6YMGECCgoKLlqb0WjETz/9hJEjR1rt//jjjxEeHg4HBwf4+fnhzjvvtDo+cuRIfP/999f+h0NERNQIDIRERGR3vvrqK3h7e2PPnj2YOXMmpk2bhrvuugv9+vXD/v37MXToUEyYMAFarRYAUFJSgkGDBiE6Ohp79+7FunXrkJubizFjxlz0PZKTk1FaWorY2FjLvr179+LRRx/FCy+8gNTUVKxbtw7x8fFWz+vduzf27NkDnU7XPB+eiIjoAgyERERkd7p3747nnnsO4eHhmDdvHhwcHODt7Y2pU6ciPDwc8+fPR2FhIZKTkwEAH374IaKjo/HKK68gMjIS0dHR+PLLL5GYmIjjx483+B6nT5+GXC6Hr6+vZV9mZiacnJxw6623Ijg4GNHR0Xj00UetnhcYGAi9Xm91OiwREVFzYSAkIiK7061bN8tjuVwOLy8vdO3a1bLPz88PAJCXlwfAPDlMYmKi5ZpEZ2dnREZGAgBOnjzZ4HtUVVVBrVZbTXwzZMgQBAcHIzQ0FBMmTMDy5csto5B1HB0dAaDefiIioubAQEhERHZHqVRabQuCYLWvLsSZTCYAQEVFBUaOHImkpCSr24kTJ+qd8lnH29sbWq0Wer3ess/FxQX79+/Hd999h4CAAMyfPx/du3dHSUmJpU1RUREAwMfHp0k+KxER0aUwEBIREV1Gz549cfjwYbRv3x5hYWFWNycnpwaf06NHDwDAkSNHrPYrFAoMHjwYixcvRnJyMjIyMrBp0ybL8ZSUFLRt2xbe3t7N9nmIiIjqMBASERFdxvTp01FUVIRx48bh33//xcmTJ7F+/Xrcd999MBqNDT7Hx8cHPXv2xLZt2yz7fv/9d7z//vtISkrC6dOn8fXXX8NkMiEiIsLSZuvWrRg6dGizfyYiIiKAgZCIiOiyAgMDsX37dhiNRgwdOhRdu3bFrFmz4O7uDpns4n+VTpkyBcuXL7dsu7u7Y9WqVRg0aBA6deqEJUuW4LvvvkNUVBQAoLq6GqtXr8bUqVOb/TMREREBXJieiIio2VRVVSEiIgIrV65EXFzcZdv/73//wy+//IK//vqrBaojIiLiCCEREVGzcXR0xNdff33JBewvpFQq8cEHHzRzVUREROdxhJCIiIiIiMhOcYSQiIiIiIjITjEQEhERERER2SkGQiIiIiIiIjvFQEhERERERGSnGAiJiIiIiIjsFAMhERERERGRnWIgJCIiIiIislMMhERERERERHaKgZCIiIiIiMhOMRASERERERHZKQZCIiIiIiIiO8VASEREREREZKcYCImIiIiIiOwUAyEREREREZGdYiAkIiIiIiKyUwyEREREREREdoqBkIiIiIiIyE4xEBIREREREdkpBkIiImq0hQsXQhAEqcu4ri1btgyCICAjI0PqUlocfz6IiGwPAyERUStVF0wudtu1a5fUJV5SXbjw8/ODVqutd7x9+/a49dZbr+q1165di4ULF15Tfa+88gpWr159Ta/RXIxGIwIDAyEIAv7880+pyyEiousYAyERUSv3wgsv4Jtvvql3CwsLk7q0RsnLy8P//ve/Jn3NtWvXYtGiRdf0GhcLhBMmTEBVVRWCg4Ov6fWvxaZNm5CdnY327dtj+fLlktVBRETXP4XUBRARUfMaMWIEYmNjpS6jQVqtFhqN5pJtevTogTfeeAOPPPIIHB0dW6iyqyeXyyGXyyWt4dtvv0XPnj0xadIkPPPMM6isrISTk5OkNRER0fWJI4RERHZu8+bNEAQBmzdvttqfkZEBQRCwbNmyy77Gt99+i5iYGDg6OsLT0xNjx47FmTNnrNokJCSgS5cu2LdvH+Lj46HRaPDMM89c9rXnz5+P3Nzcy44SNvZzTJ48GR999BEAWJ1CW+fNN99Ev3794OXlBUdHR8TExOCnn36yek1BEFBZWYmvvvrK8vzJkycDuPg1hB9//DGioqKgVqsRGBiI6dOno6SkpME/oyNHjmDgwIHQaDRo06YNFi9efNk/pzpVVVX45ZdfMHbsWIwZMwZVVVVYs2ZNvXaTJ0+Gs7MzsrKyMGrUKDg7O8PHxwePP/44jEajVdvCwkJMmDABrq6ucHd3x6RJk3Dw4MEm/fkgIiJpMBASEbVypaWlKCgosLoVFhY22eu//PLLmDhxIsLDw/H2229j1qxZ+PvvvxEfH18v8BQWFmLEiBHo0aMH3n33XQwcOPCyr9+/f38MGjQIixcvRlVV1TXX+9BDD2HIkCEAYHUKbZ333nsP0dHReOGFF/DKK69AoVDgrrvuwh9//GFp880330CtVqN///6W5z/00EMXfc+FCxdi+vTpCAwMxFtvvYXRo0fjk08+wdChQ2EwGKzaFhcXY/jw4ejevTveeustREZG4qmnnmr0tYC//vorKioqMHbsWPj7+yMhIeGip40ajUYMGzYMXl5eePPNNzFgwAC89dZb+PTTTy1tTCYTRo4cie+++w6TJk3Cyy+/jOzsbEyaNKlR9VzJzwcREUlAJCKiVmnp0qUigAZvarXa0i4xMVEEICYmJlo9Pz09XQQgLl261LJvwYIF4oV/dWRkZIhyuVx8+eWXrZ576NAhUaFQWO0fMGCACEBcsmRJo+qve6/8/Hxxy5YtIgDx7bffthwPDg4Wb7nllqv6HNOnTxcv9legVqu12tbr9WKXLl3EQYMGWe13cnISJ02aVO/5dX/u6enpoiiKYl5enqhSqcShQ4eKRqPR0u7DDz8UAYhffvmlZV/dn9HXX39t2afT6UR/f39x9OjRDdb7X7feeqt4ww03WLY//fRTUaFQiHl5eVbtJk2aJAIQX3jhBav90dHRYkxMjGX7559/FgGI7777rmWf0WgUBw0a1KQ/H0REJA2OEBIRtXIfffQRNmzYYHVrqpknV61aBZPJhDFjxliNQPr7+yM8PByJiYlW7dVqNe67774rfp/4+HgMHDiwyUYJL+XC6xSLi4tRWlqK/v37Y//+/Vf1ehs3boRer8esWbMgk53/a3fq1KlwdXW1GnkEAGdnZ9x7772WbZVKhd69e+PUqVOXfa/CwkKsX78e48aNs+wbPXo0BEHADz/80OBzHn74Yavt/v37W73XunXroFQqMXXqVMs+mUyG6dOnX7aeK/35ICKilsdJZYiIWrnevXs326QyJ06cgCiKCA8Pb/C4Uqm02m7Tpg1UKtVVvdfChQsxYMAALFmyBLNnz76q12iM33//HS+99BKSkpKg0+ks+692fb3Tp08DACIiIqz2q1QqhIaGWo7Xadu2bb338vDwQHJy8mXfa+XKlTAYDIiOjkZaWpplf58+fbB8+fJ6Ic7BwQE+Pj713qu4uNiq/oCAgHqT/zRmltor/fkgIqKWx0BIRGTnLhZ0/juxSENMJpNlrbuGZtZ0dna22r6WWULj4+ORkJCAxYsX1xvVAq7tc9TZunUrbrvtNsTHx+Pjjz9GQEAAlEolli5dihUrVlx17VfiYjOUiqJ42efWXSt4ww03NHj81KlTCA0Nvex7NZUr/fkgIqKWx0BIRGTnPDw8AKDeBB//HblqSIcOHSCKIkJCQtCxY8fmKM/KwoULkZCQgE8++aTesSv5HBcLjz///DMcHBywfv16qNVqy/6lS5c2+jX+q249wtTUVKswptfrkZ6ejsGDBzfqdS4nPT0dO3bswIwZMzBgwACrYyaTCRMmTMCKFSvw3HPPXdHrBgcHIzExsd4SIReOQF5MS/98EBHRleM1hEREdi44OBhyuRz//POP1f6PP/74ss+94447IJfLsWjRonojWKIoNulspgAwYMAAJCQk4PXXX0d1dbXVsSv5HHVr8v03PMrlcgiCYDWqmJGR0eAC9E5OTo2aJXPw4MFQqVR4//33rf6MvvjiC5SWluKWW2657Gs0Rt3o4JNPPok777zT6jZmzBgMGDDgqhapHzZsGAwGAz777DPLPpPJZFm641Ja+ueDiIiuHEcIiYhauT///BPHjh2rt79fv34IDQ2Fm5sb7rrrLnzwwQcQBAEdOnTA77//jry8vMu+docOHfDSSy9h3rx5yMjIwKhRo+Di4oL09HT88ssvePDBB/H444836edZsGBBg8tVXMnniImJAQA8+uijGDZsGORyOcaOHYtbbrkFb7/9NoYPH47x48cjLy8PH330EcLCwupdwxcTE4ONGzfi7bffRmBgIEJCQtCnT5967+Xj44N58+Zh0aJFGD58OG677Takpqbi448/Rq9evawmkLkWy5cvR48ePRAUFNTg8dtuuw0zZ87E/v370bNnz0a/7qhRo9C7d2/MnTsXaWlpiIyMxK+//oqioiIAlx4pleLng4iIrpBU05sSEVHzutSyE/jPcgH5+fni6NGjRY1GI3p4eIgPPfSQmJKSctllBer8/PPP4o033ig6OTmJTk5OYmRkpDh9+nQxNTXV0mbAgAFiVFRUo+u/cNmJ/6pbnuHCZSeu5HPU1NSIM2fOFH18fERBEKw+0xdffCGGh4eLarVajIyMFJcuXdrg5z527JgYHx8vOjo6igAsS1D8d9mJOh9++KEYGRkpKpVK0c/PT5w2bZpYXFxc73M19Gc0adIkMTg4+KJ/Vvv27RMBiM8///xF22RkZIgAxNmzZ1te08nJqV67hj5rfn6+OH78eNHFxUV0c3MTJ0+eLG7fvl0EIH7//feXfK4oNu7ng4iIpCGIYiOuUiciIiK6wOrVq3H77bdj27ZtF53EhoiIrn8MhERERHRJVVVVVjPEGo1GDB06FHv37kVOTs41zR5LRETS4jWEREREdEkzZ85EVVUV4uLioNPpsGrVKuzYsQOvvPIKwyARkY3jCCERERFd0ooVK/DWW28hLS0N1dXVCAsLw7Rp0zBjxgypSyMiomvEQEhERERERGSnuA7hdeCjjz5C+/bt4eDggD59+mDPnj1Sl0RERERERHaAgVBiK1euxJw5c7BgwQLs378f3bt3x7Bhwxq1/hcREREREdG14CmjEuvTpw969eqFDz/8EABgMpkQFBSEmTNn4umnn77s800mE86dOwcXF5dLLg5MRERERGQrRFFEeXk5AgMDIZNxDKs5cZZRCen1euzbtw/z5s2z7JPJZBg8eDB27tzZ4HN0Oh10Op1lOysrC507d272WomIiIiIWtqZM2fQtm1bqcto1RgIJVRQUACj0Qg/Pz+r/X5+fjh27FiDz3n11VexaNGievs///xzaDSaZqmTiIiIiKglabVaTJkyBS4uLlKX0uoxENqYefPmYc6cOZbtsrIyBAUF4ZZbboGXl5eElVFLMhgM2LBhA4YMGQKlUil1OdRC2O/2if1uv9j39on9blZWVoYpU6bwkqgWwEAoIW9vb8jlcuTm5lrtz83Nhb+/f4PPUavVUKvV9fYrlUq7/qVhr9jv9on9bp/Y7/aLfW+f7L3f7fmztzReoSkhlUqFmJgY/P3335Z9JpMJf//9N+Li4iSsjIiIiIiI7AFHCCU2Z84cTJo0CbGxsejduzfeffddVFZW4r777pO6NCIiIiIiauUYCCV29913Iz8/H/Pnz0dOTg569OiBdevW1Zto5nJ+3p8FF7dKCABkggCY/wdBEMz7ZIAAAXWnYQuCAJlwfp+l7QWPFTIBGpUcTmqF1b1GpYBcxvO5iYiIiIhsHQPhdWDGjBmYMWPGNb3GS2tTIVO33Cyjjko5nB0UcFEr4KRWwLn23sXh/GMHpcw6hAJWgRS12xeGUrnMHEQVcpnlXikXoJDJoJALVo/lggCFXIBMMO+TyQCFTAa5zByKZYIAuUyATGYOv3LB/Fhee0wmM7+fpV1dSObFy0RERERkJxgIW4mEjl5QaVwBiBBFwCSKEAGIImrvxdrHtfcXtMEF+y98Xo3JBK3eCK3OiEp9DbR6I4wmEQBQZTCiymBEfrnuojXZKplgHRTltSOncplQL0DWBVhZ3b1VSD2/v+65cuGCx7JLtTEHW6v7C15bgAmp2QIKd2VCqVSYn3+J17a8x3/a1N1UchmUchmUCnMAV8vlUCoEKGuDOUMyERERUevEQNhKvDOme7MvOyGKIvRGEyp1RlTqalBeXYNKfQ0qqmtQrqtBpc76cbXBaA6cMAdM1G7VBVJLOMX5bZNJhMEkosZoQo3xv49r740m1JjMbY2iiBqjCJMoWvbVmMzbJpMIkwgYLY/N25djEgGTUbTUe/2S45eMhterbGqq2pFac2CUnd++IEiq5TKoleZjaqUMaoXc8vj8vfw/2zKolefbqf/TTq2QQaWofS2FeZsBlYiIiKjpMBBSowmCALVCDrVCDk8nldTlXBWxNhSaRBHG2pBorA2OdQGz7t5oEmEy1bZtYL/xgtdoKJQa626iCKPJBKMJMJpMF29jPP/6F97qAu6Fz6upMSLzbBb8AwJgEoUG2phgMplHeY0irN7/v+9ZF7oNRnPg19eY6v256Y0m6I2A+f+kJQgwB8X/hMm6bbUlkF4QJq8ymF4YRBlMiYiIqDViICS7IggC5AIghwClXOpqrp7BYMDatWdw883dm3ydHrE2lNYFREPdreY/20YT9DVi7b0JeqMJuhoj9DUm6GpMlnvzzQidobaN5d5ovd3Ac/W1zzUYxQvqA6oNJlQbTEB1TZN+9ivRUDB1UMrgqJLDUSmHo0oBR6Ws9rEcjkoFHFWyC47Ja7cVludoVHI41LbX1N6rFTIGTyIiImo2DIREZEWovVZRIQcccX2kZpNJtIRHnfHKwuWFbXRWz7my5+prR1HrtFQwFQRYwqKjUg6jTo5lZ3fD2UFpnv1XZQ6U52cBNs8E7KQ231ttKxXQqM3PcVAyaBIREREDIRHZAJlMgIPMPHoGNO2I6JW4XDCtrp1sqVpvhFZf+9hw/nGVvvZmuGD7Ivd6o/nUXVGEeXIny+m6As5pS6/5swgCoFHKoVEr4KQyj1o6qS7cNgfHugB5YbB0VFovR3PhNkc0iYiIbAsDIRFRI7VkMK0xmlBdY0KV3ght7Sy/5VodErftRJcePaE3AZU687FKnTlIVupqasOj+f78tnU7wBw0K/VGVOqNyG/CumUCrILkhcHSEiprg+eFgfT89gUBtO6YSgGVQtaEVRIREVEdBkIiouuQQi6Ds1wGZ7UCgBqA+drRbHcRQzv7XfW1oyaTaA6P+hpodReERb0R2gsCZWVdkNTVPa6xCpbnt83BU1c7GZFJBMp15tmGgaZblkYhE86PSKrOh8bz2+dPkbWMXlpOp23g9NnabaWcQZOIiOwbAyERkR2RyQQ4qRVwUisAl6Z7XaNJbHBkslJfg6oL9p3fPh88qxoKmbWBte7U2RqTiLLqGpQ18fWaKrnsP6OZF4THC0Yozdv1Rz3Pn057PpxqlHIoGDSJiMhGMBASEdE1k8sEuDgo4eLQtKfSGowmq9NgtbrasFhv++Kjlw2dRltTuyip3miCXmtCidbQpHU7KuVwdlDAxUFh/nNR1z1WwFmttDyuO+6svqCtgwKuDkpO/ENERC2CgZCIiK5bSrkMbo4yuDk2bdDU15jqjVBaTqM1nD9VtuqC02kraycFOt+u5nwgrb2vzZmWiYPyy6/+tFmlXICbozlMmnRy/JS/D+5Oarg5mgOjm6MSro7mezdH5QX7zMFSLmOYJCKiy2MgJCIiu6NSyKBSqOCuabrXFEURuhoTKnXmgFlWbUCFrgbl1TWo0BlQXl1zwe2CY9U1KKs21LYzHzOJgMEooqBCj4IKPQABp9MKr6geF7XCEhhdHRX/CY3ng6SHkwqeGhXcNUp4OqmgUck5MklEZEcYCImIiJqAIAhwUJpnofVyvvrXEUURWr0RpVUGlFUbUFhehcRtuxEe1Q0VehFlVQbzsdrj5sc1KK3dXzeTbN3kPlklVVf0/iqFDJ4alTkoOinhrlGd39bUBkgnFTws+1RwVF0fa5YSEdGVYyAkIiK6jgjC+Yl/AuEIg5cjCo6IuDm6TaNml9XXmFBWbbAER3OwrDkfIi8IkiVaA4q1BhRX6lGk1UNfY4K+xoScsmrklFU3umYH5YUhUlUbIpXwdFLDy1kFb2c1vOvuXdRw4igkEdF1g4GQiIioFVEpZLUBTH1FzxNF85IkRZV6FFcaUKTVo7hSj+Lae/O2wXxcW7ffAL3RhGqDCedKq3GutHEh0kEpg5eTORz6OKtqH5sDo1dtePSp/QxujkrIeD0kEVGzYSAkIiIiCIJQu8SGAm09GvccURRRqTeaA+MFQbGo0jzqWFipR0GFDoUVutrrIXXQ6o2oNpiQVVLVqNNZFTIBnk51YbE2KLqo4eV0fsSxbvTR00nFtSWJiK4QAyERERFdFUEQ4KxWwFmtQJBn42bo0eprUFihR36FDgXlOnNoLNeh4ILQWPe4tMqAGpOIvHId8ho5Y6uHRmkZZawbKb3wcd0prD4uajgoee0jEREDIREREbUYjUoBjWfjAqS+xoSi2lHG/AodCusCY22ALKzUI7/cHB6LKnUwiTBfE6k1IC3v8rW4a5QIcHNEgJvDBbfabXfzPUMjEbV2DIRERER0XVIpZPB3c4C/m8Nl25pMIoq1+nqjjP89ZbWgNkDqjSaUaM0T6xzNLrvo63rUhsa2Ho4I8tQgyMMR7bw0CPLQoK2HhjOsEpHNYyAkIiIimyeTCfCqnZQmAi6XbCuKIsqqapBTVo1zpVXIKa1GdkkVskura2/mx1q90TLieOQiodHbWY0gT0cEeWguuDcHxgB3B17TSETXPQZCIiIisiuCIMBNo4SbRokI/4bDoyiKKKuuQXZpFc6VVOFscRUyC7U4U6zFmaIqnCnWory6xjIaeSCzpN5ryGUCAtwcEOShQTtPDYK9NWjv5YRgLw2CvZzgrOY/w4hIevxN1AwyMjLw4osvYtOmTcjJyUFgYCDuvfdePPvss1CpVJY2ISEh9Z67c+dO9O3bt6VLJiIiogsIggA3RyXcHJWI9HdtsE2p1lAbEK2DYmaRFmeLq6CvMeFssTlM7jxVWO/53s5qtK8NhyHe5vv2Xk4I9tbA1eHya04SETUFBsJmcOzYMZhMJnzyyScICwtDSkoKpk6disrKSrz55ptWbTdu3IioqCjLtpeXV0uXS0RERFfBPMrohi5t3OodM5lE5FfoLGHxdKEWmYVaZBRW4nSh1rIkR0GFDntPF9d7vqeTCsGejlDrZMjenoGIADeE+Tijjbsj12UkoibFQNgMhg8fjuHDh1u2Q0NDkZqaiv/973/1AqGXlxf8/f1bukQiIiJqRjKZAD9XB/i5OiC2vWe942XVBmQWapFeUInThZXIKNRa7vPLdSiqXdsRkGHXuuOW5zkq5ejg64QwH2eE+7mgg48zOvo5o72XE4MiEV0VBsIWUlpaCk/P+n8h3HbbbaiurkbHjh3x5JNP4rbbbpOgOiIiImpJrg5KdGnT8Ohipa4GGYWVOJFThnU7kiC4BeBUgRanCipQZTAiJasMKVnWk9xoVHJ0CnBF5wBXdA4030f4u3DZDCK6LAbCFpCWloYPPvjAanTQ2dkZb731Fm644QbIZDL8/PPPGDVqFFavXn3JUKjT6aDTnV+ct6zM/BeCwWCAwWBovg9B15W6vmaf2xf2u31iv9sflQzo6KNBiLsSwhkThgzpDKVSiRqjCWeKq3AyvxJpeRXm+/xKnMirgFZvxL7Txdh3wemnMgEI9XZC5wBXdApwQacAF0QFuMJdw+sTr2f8zpvZ++dvSYIoiqLURdiKp59+Gq+//vol2xw9ehSRkZGW7aysLAwYMAAJCQn4/PPPL/nciRMnIj09HVu3br1om4ULF2LRokX19q9YsQIazeUX+SUiIqLWxSgC+VVAllbA2UoBWZXA2UoBlTUNn0Lq4yCinbOI4NpbGydAydUx6Dqj1Woxfvx4lJaWwtW14YmdqGkwEF6B/Px8FBbWnyXsQqGhoZaZRM+dO4eEhAT07dsXy5Ytg0x26d+2H330EV566SVkZ2dftE1DI4RBQUHIzs7mhDR2xGAwYMOGDRgyZAiUSv6XXnvBfrdP7Hf7dS19L4oi8sp1OJpTjqPZ5TiSXY4j2WXILKqq11YpFxDp74JubdwQHeSGmGAPtHF3gCDwmkQp8DtvVlZWBm9vbwbCFsBTRq+Aj48PfHx8GtU2KysLAwcORExMDJYuXXrZMAgASUlJCAgIuGQbtVoNtVpdb79SqbTrXxr2iv1un9jv9on9br+utu/beqnQ1ssFQ85PZo7iSj2Ss0qRlFmCg2dLcPBMCQor9TiUVYZDWWVYvucMAMDPVY3YYE/EtvdAbLAnOgW4QCHnMGJLsvfvvD1/9pbGQNgMsrKykJCQgODgYLz55pvIz8+3HKubUfSrr76CSqVCdHQ0AGDVqlX48ssvL3taKREREdHV8nBSYUBHHwzoaP4P3KIo4mxxFQ6eLcGBzBLsPV2Mw1mlyC3T4Y9D2fjjkPmsJY1Kjuh27ugT4oW4Dl7o3tYdKgUDIlFrwEDYDDZs2IC0tDSkpaWhbdu2VscuPEP3xRdfxOnTp6FQKBAZGYmVK1fizjvvbOlyiYiIyE4JgoAgTw2CPDW4tVsgAKBKb8TBsyXYm1GEvbUT1ZRX12B7WiG2pxUCGwAHpQyxwZ6I6+CFvqGe6NbWHUqOIBLZJAbCZjB58mRMnjz5km0mTZqESZMmtUxBRERERI3kqJKjb6gX+oaa5yYwmUScyKvAnvRC7DpVhF2nClFYqce2tAJsSysAYB5BjG3vifhwb8R39EG4rzOvQSSyEQyERERERHRRMpmACH8XRPi7YEJce4iiOSDuPFmInScLsTu9EMVaA/45no9/jucDfxxFgJsD4sN9MCDCBzd08IYbl7ogum4xEBIRERFRowmCgI5+Lujo54JJ/drDZBKRmluO7WkF2HI8H7vTi5BdWo2Ve89g5d4zkAlAjyB3xHf0wcAIX3Rt4waZjKOHRNcLBkIiIiIiumoymYBOAa7oFOCKKf1DUW0wYnd6Ebak5uOfE/lIy6vA/swS7M8swbsbT8Df1QFDOvthaJQf+oR4cXIaIokxEBIRERFRk3FQyq1mMs0qqcI/x/OxJTUfW0/kI6esGt/sOo1vdp2Gi4MCgyJ9MbSzPwZE+MBZzX+aErU0fuuIiIiIqNm0cXfEuN7tMK53O1QbjNh5shB/HcnBhiO5KKjQY03SOaxJOgeVXIYbwrwwNMofw6P84eGkkrp0IrvAQEhERERELcJBKcfASF8MjPTFS6NEJJ0pxl+Hc7H+cA4yCrVITM1HYmo+5q9JwYCOPhgV3QaDO/nBQSmXunSiVouBkIiIiIhanFwmICbYEzHBnnh6RCTS8irw15Fc/JGcjSPZZdh4NA8bj+bBWa3AsCh/jIoORL8O3pBzQhqiJsVASERERESSEgQB4X4uCPdzwfSBYTiRW47VSVlYk3QOZ4ur8PP+s/h5/1n4uKgxslsgbo9ugy5tXLnWIVETYCAkIiIioutKuJ8LnhgWiceHRmDf6WL8ciALfxzKRn65Dl9uT8eX29MR7uuMu3sF4Y6ebeHJ6w2JrhoDIRERERFdlwRBQGx7T8S298SCkVH453g+VidlYePRXJzIq8BLfxzF4nWpGBrlh3G92yEu1ItrHBJdIQZCIiIiIrruqRQyDO7sh8Gd/VBWbcCvSefw/b+ZSMkqw+/J2fg9ORsh3k6Y0DcYo2Paws1RKXXJRDaBgZCIiIiIbIqrgxL39g3GvX2DkZJViu//zcTqA+eQXlCJF34/gjfWp+L2nm0wMS4Ykf6uUpdLdF2TSV0AEREREdHV6tLGDS+N6ordz9yEl0Z1QUc/Z1QZjFixOxPD392Kez/fjc2peRBFUepSia5LHCEkIiIiIpvnpFbg3r7BuKdPO+w6VYRvdmVgXUoOtqUVYFtaATr6OWPKjaH4v+hAqBVc15CoDgMhEREREbUagiAgroMX4jp44UyRFku3Z2Dlv5k4nluBJ39Oxpt/peLB+FCM79MOGhX/KUzEU0aJiIiIqFUK8tRg/sjO2DHvJjxzcyQC3ByQV67DS38cRf/XE/Hx5jSUVxukLpNIUgyERERERNSquTkq8WB8B2x5YiBeu6Mr2nlqUFipx+J1qbjx9US8u/E4SrUMhmSfGAiJiIiIyC6oFDKM7d0Om+YOwNtjuiPUxwmlVQa8u/EEbnx9Ez7cdAKVuhqpyyRqUQyERERERGRXFHIZ7ujZFhtmD8BH43si0t8F5boavPnXcQx4YzO+3pkBfY1J6jKJWgQDIRERERHZJblMwC3dArD20f54f1w0gr00KKjQYf6aw7jp7c1YfSALJhOXq6DWjYGQiIiIiOyaTCbgtu6B2DhnAF4a1QU+LmqcKarCrJVJuPn9rdieViB1iUTNhoGQiIiIiAiAUi7DvX2DseWJBDw5PAIuDgocyynHPZ/vxkPf7EVmoVbqEomaHANhM2nfvj0EQbC6vfbaa1ZtkpOT0b9/fzg4OCAoKAiLFy+WqFoiIiIiqqNRKfBIQhi2PjkQk/u1h1wmYP3hXAx+ZwveWH+ME89Qq8JA2IxeeOEFZGdnW24zZ860HCsrK8PQoUMRHByMffv24Y033sDChQvx6aefSlgxEREREdVx16iw8LYo/PlYf9wY5g19jQkfJZ7EoLc245cDZyGKvL6QbJ9C6gJaMxcXF/j7+zd4bPny5dDr9fjyyy+hUqkQFRWFpKQkvP3223jwwQdbuFIiIiIiupiOfi745oHe2HAkFy/9cRSZRVrMXnkQ3+85g1fu6IoOPs5Sl0h01ThC2Ixee+01eHl5ITo6Gm+88QZqas6fXrBz507Ex8dDpVJZ9g0bNgypqakoLi6WolwiIiIiughBEDA0yh8b5sTjyeERcFTKsTu9CCPe3Yr3/z7BZSrIZnGEsJk8+uij6NmzJzw9PbFjxw7MmzcP2dnZePvttwEAOTk5CAkJsXqOn5+f5ZiHh0eDr6vT6aDT6SzbZWVlAACDwQCDwdAcH4WuQ3V9zT63L+x3+8R+t1/s++uTDMDUG4IxorMvFvx2BP+cKMTbG47j16QsvPR/nRET3PC/4RqL/W5m75+/JQkiT35utKeffhqvv/76JdscPXoUkZGR9fZ/+eWXeOihh1BRUQG1Wo2hQ4ciJCQEn3zyiaXNkSNHEBUVhSNHjqBTp04Nvv7ChQuxaNGievtXrFgBjUZzhZ+IiIiIiK6WKAIHCgX8nCFDhUEAANzgZ8LIdiY4ctjlmmi1WowfPx6lpaVwdXWVupxWjYHwCuTn56OwsPCSbUJDQ61OA61z+PBhdOnSBceOHUNERAQmTpyIsrIyrF692tImMTERgwYNQlFR0RWNEAYFBSE7OxteXl5X98HI5hgMBmzYsAFDhgyBUqmUuhxqIex3+8R+t1/se9tRojXg9fXH8dP+LABAgJsDXr8jCnGhV/5vM/a7WVlZGby9vRkIWwD/28UV8PHxgY+Pz1U9NykpCTKZDL6+vgCAuLg4PPvsszAYDJYv+4YNGxAREXHRMAgAarUaarW63n6lUmnXvzTsFfvdPrHf7RP73X6x769/Pm5KvDmmB+6IaYt5qw7hdKEWE5fuw/03hODJ4RFwUMqv+DXtvd/t+bO3NJsPhOnp6di6dStOnz4NrVYLHx8fREdHIy4uDg4ODpLUtHPnTuzevRsDBw6Ei4sLdu7cidmzZ+Pee++1hL3x48dj0aJFeOCBB/DUU08hJSUF7733Ht555x1JaiYiIiKia9OvgzfWPtofL689ihW7M/Hl9nT8cyIf74zpga5t3aQuj6hBNhsIly9fjvfeew979+6Fn58fAgMD4ejoiKKiIpw8eRIODg6455578NRTTyE4OLhFa1Or1fj++++xcOFC6HQ6hISEYPbs2ZgzZ46ljZubG/766y9Mnz4dMTEx8Pb2xvz587nkBBEREZENc1Ir8MrtXTGkkx+e/DkZaXkVuP3j7Xj0pnA8ktABCjkn+afri00GwujoaKhUKkyePBk///wzgoKCrI7rdDrs3LkT33//PWJjY/Hxxx/jrrvuarH6evbsiV27dl22Xbdu3bB169YWqIiIiIiIWtLASF+snxWP51YfwtpDOXh7w3FsTs3D++Oi0daDEwHS9cMm/xPFa6+9ht27d+ORRx6pFwYB8whdQkIClixZgmPHjiE0NFSCKomIiIjInnk6qfDR+J549+4ecHFQYH9mCW55fxs2HMmVujQiC5sMhMOGDWt0Wy8vL8TExDRjNUREREREDRMEAaOi22Dto/3Rva0bSqsMmPr1Xrz0+xEuZk/XBZsMhEREREREtiTIU4MfH+6HB24MAQB8vi0dd32yE2eKtBJXRvbOZgPhnj17EBUVhQ4dOuD777+XuhwiIiIioktSKWR4/tbO+HRCDFwdFDh4pgS3frANW47nS10a2TGbDYTTpk3Diy++iI0bN2LKlClWi7UTEREREV2vhkb5Y+1j/dE9yB2lVQbct3QPlmw5CVEUpS6N7JDNBsLCwkK0bdsWfn5+0Ol00Go53E5EREREtqGthwY/PNQXY2LbwiQCr/15DDO/OwCtvkbq0sjO2OSyEwDw7LPPWhZ6nzRpkmXBdyIiIiIiW6BWyPH66G7o2sYNi347gt+Ts5GWW44xgVJXRvbEZgPh1KlTMXz4cJSVlSEqKkrqcoiIiIiIrpggCJgQ1x4R/q54ZPk+HMutwJuFckT2LEa/cF+pyyM7YLOnjAJAUFAQwyARERER2bzeIZ74beaN6NrGFdoaAZOW7cWapCypyyI7YJOBsLKyslnbExERERG1tAA3Ryy/vxe6eZpgMIp47PskvP/3CU42Q83KJgNhWFgYXnvtNWRnZ1+0jSiK2LBhA0aMGIH333+/BasjIiIiIro6jio57utowgM3BAMA3t5wHHN/PMhF7KnZ2OQ1hJs3b8YzzzyDhQsXonv37oiNjUVgYCAcHBxQXFyMI0eOYOfOnVAoFJg3bx4eeughqUsmIiIiImoUmQA8PTwCIT4uWPDrYazan4Ws4ip8OjEWbo5KqcujVsYmA2FERAR+/vlnZGZm4scff8TWrVuxY8cOVFVVwdvbG9HR0fjss88wYsQIyOVyqcslIiIiIrpi9/YNRpCnBtOX78fu9CKM/XQXvrq/F3xdHKQujVoRmwyEddq1a4e5c+di7ty5UpdCRERERNTkBnT0wQ8PxWHil3twNLsMd/5vJ759oA/aeWmkLo1aCZu8hpCIiIiIyF50DnTFz9PiEOTpiMwiLUYv2YGj2WVSl0WtBAMhEREREdF1LtjLCT8/3A+R/i7IL9dhzCc78W9GkdRlUSvAQEhEREREZAN8XR2w8sE4xAZ7oLy6Bvd+vhtbjudLXRbZOAZCIiIiIiIb4aZR4psH+mBQpC90NSZM/XovEo/lSV0W2TAGQiIiIiIiG+KokmPJvTEYFuUHfY0JD32zDxuP5EpdFtkom55ldMeOHdi4cSNOnToFrVYLjUaD0NBQDB06FH379pW6PCIiIiKiZqFSyPDh+J547PsDWHsoBw9/uw8fju+J4V38pS6NbIxNjhAWFBQgISEB8fHxWLVqFSorK7FmzRoUFBTgn3/+wU033YTBgwejsLBQ6lKJiIiIiJqFUi7D+2OjMbJ7IGpMIqav2I8/krOlLotsjE0GwoceeggqlQpnzpxBUlISfvzxR6hUKrz//vvYuHEjcnNz4eXlhYcffljqUomIiIiImo1CLsM7Y7rj9ug2MJpEPPr9Aaw9xFBIjWeTgXD9+vX44IMPEBAQ0OBxZ2dnvPTSS/jzzz9buDKzzZs3QxCEBm///vsvACAjI6PB47t27ZKkZiIiIiKyTQq5DG/e1R2je7Y1h8LvDmDTMV5TSI1jk4HQy8sLJ06cuGSbjIwMeHp6tlBF1vr164fs7Gyr25QpUxASEoLY2Firths3brRqFxMTI0nNRERERGS75DIBi+/shttqTx99+Nv92J5WIHVZZANsclKZp59+GuPGjcOjjz6KW265BR06dIAgCCgtLUVaWhq2bt2KZ599FgsXLpSkPpVKBX//8xf0GgwGrFmzBjNnzoQgCFZtvby8rNoSEREREV0NuUzAW2O6o8pgxIYjuZjy1V5880BvxLaXZpCEbINNBsJp06bBz88Pr7zyCl599VUIggBRFC2jbzExMfj4448xatQoaQut9euvv6KwsBD33XdfvWO33XYbqqur0bFjRzz55JO47bbbLvlaOp0OOp3Osl1WVgbAHDoNBkPTFk7Xrbq+Zp/bF/a7fWK/2y/2vX1qin5/566ueHh5DbalFWLy0n/xzX2x6NLGtalKbBH8uW85giiKotRFXIuSkpJ6y064u7tLXZaVm2++GQCwdu1ay76CggJ8/fXXuOGGGyCTyfDzzz9j8eLFWL169SVD4cKFC7Fo0aJ6+1esWAGNRtP0xRMRERGRzdEbgSVH5ThZLkCjEPFolBEBNvRPRa1Wi/Hjx6O0tBSurrYVZm2NzQfClvT000/j9ddfv2Sbo0ePIjIy0rJ99uxZBAcH44cffsDo0aMv+dyJEyciPT0dW7duvWibhkYIg4KCkJ2dDS8vr0Z+ErJ1BoMBGzZswJAhQ6BUKqUuh1oI+90+sd/tF/vePjVlv1foajBp2V4kny2Dn6saP0ztjUB3xyaqtHmVlZXB29ubgbAF2OQpo1KZO3cuJk+efMk2oaGhVttLly6Fl5fXZU8FBYA+ffpgw4YNl2yjVquhVqvr7VcqlfzLwg6x3+0T+90+sd/tF/vePjVFv3solfj6/j64c8lOpOVV4IFvDuDHh+Lg4aRqoiqbD3/mWw4D4RXw8fGBj49Po9uLooilS5di4sSJjfqhTkpKuuhSGkREREREV8pdo8LX9/fGHR/vQFpeBe7/6l+smNIXjiq51KXRdYKBsBlt2rQJ6enpmDJlSr1jX331FVQqFaKjowEAq1atwpdffonPP/+8pcskIiIiolYs0N0RXz/QG3f+bwcOZJZgxor9+GRCDBRym1yBjpoYfwqa0RdffIF+/fpZXVN4oRdffBExMTHo06cP1qxZg5UrVzY4EykRERER0bXo6OeCLyf3glohw9/H8vDc6hRwKhECOELYrFasWHHRY5MmTcKkSZNasBoiIiIismex7T3xwbhoPPztPnz/7xkEezlhWkIHqcsiiXGEkIiIiIjITgyN8sf8WzsDAF5fdwx/JGdLXBFJjYGQiIiIiMiOTL4hBJP7tQcAzP4hCftOF0tbEEmKgZCIiIiIyM48f2tnDO7kC32NCQ9+vReZhVqpSyKJMBASEREREdkZuUzAe2OjERXoisJKPe5btgelWoPUZZEEGAiJiIiIiOyQk1qBLyf3QoCbA07mV+LR7w/AaOLMo/aGgZCIiIiIyE75uTrgs4mxcFDKsOV4PhavPyZ1SdTCGAiJiIiIiOxYlzZueOPO7gCAT7acwpqkLIkropbEQEhEREREZOdGdg+0rEn45E/JOHS2VOKKqKUwEBIRERERER4fGoGBET7Q1Zjw4Dd7kV+uk7okagEMhEREREREZJ55dFw0Qr2dkF1ajUeW74O+xiR1WdTMGAiJiIiIiAgA4OqgxKcTY+GiVuDfjGIs+u2w1CVRM2MgJCIiIiIiizBfZ7w3rgcEAVi+OxPf7cmUuiRqRgyERERERERkZVCkHx4fGgEAWPDrYaRkcZKZ1oqBkIiIiIiI6pk2oAMGd/KDvsaEacv3oVRrkLokagYMhEREREREVI9MJuCtu7ojyNMRZ4qqMPfHgxBFUeqyqIkxEBIRERERUYPcNEr8754YqBQybDyai0//OSV1SdTEGAiJiIiIiOiiurRxw8KRUQCAxetTsftUocQVUVNiICQiIiIioksa1zsId0S3gdEkYsZ3B5BXXi11SdREGAiJiIiIiOiSBEHAS7d3QUc/Z+SX6/DodwdQY+Si9a0BAyEREREREV2WRqXA/+6NgZNKjl2nivDOxuNSl0RNgIGQiIiIiIgapYOPM14b3Q0A8PHmk9iRViBxRXStGAiJiIiIiKjRRnYPxLjeQRBFYNbKJBRV6qUuia4BA+FVePnll9GvXz9oNBq4u7s32CYzMxO33HILNBoNfH198cQTT6CmpsaqzebNm9GzZ0+o1WqEhYVh2bJlzV88EREREdE1mn9rFMJ8nZFXrsMTXJ/QpjEQXgW9Xo+77roL06ZNa/C40WjELbfcAr1ejx07duCrr77CsmXLMH/+fEub9PR03HLLLRg4cCCSkpIwa9YsTJkyBevXr2+pj0FEREREdFUcVXK8PzYaKoUMfx/Lw1c7MqQuia4SA+FVWLRoEWbPno2uXbs2ePyvv/7CkSNH8O2336JHjx4YMWIEXnzxRXz00UfQ681D6kuWLEFISAjeeustdOrUCTNmzMCdd96Jd955pyU/ChERERHRVekc6Ipnb+4EAHhl7TEcOVcmcUV0NRRSF9Aa7dy5E127doWfn59l37BhwzBt2jQcPnwY0dHR2LlzJwYPHmz1vGHDhmHWrFmXfG2dTgedTmfZLiszf/EMBgMMBkPTfQi6rtX1NfvcvrDf7RP73X6x7+2TrfX7uNhAbEnNw6bUfMxYsR+/TOsDjeraI4atfP7WgIGwGeTk5FiFQQCW7ZycnEu2KSsrQ1VVFRwdHRt87VdffRWLFi2qtz8xMREajaYpyicbsmHDBqlLIAmw3+0T+91+se/tky31+00uwD6lHKcKKvHwJxsxtsO1r0+o1WqboDJqDAbCWk8//TRef/31S7Y5evQoIiMjW6iihs2bNw9z5syxbJeVlSEoKAgDBw6El5eXhJVRSzIYDNiwYQOGDBkCpVIpdTnUQtjv9on9br/Y9/bJVvu9XdciTFy2FzvzZBib0AM3d/W/pterOwuOmh8DYa25c+di8uTJl2wTGhraqNfy9/fHnj17rPbl5uZajtXd1+27sI2rq+tFRwcBQK1WQ61W19uvVCpt6pcGNQ32u31iv9sn9rv9Yt/bJ1vr9/4RfpieEIYPE9Pw3K9H0LO9F4I8r/7sNVv67LaOgbCWj48PfHx8muS14uLi8PLLLyMvLw++vr4AzMP+rq6u6Ny5s6XN2rVrrZ63YcMGxMXFNUkNREREREQt6bHB4dhxsgD7M0vw2PcH8MNDcVDIOYfl9Y49dBUyMzORlJSEzMxMGI1GJCUlISkpCRUVFQCAoUOHonPnzpgwYQIOHjyI9evX47nnnsP06dMto3sPP/wwTp06hSeffBLHjh3Dxx9/jB9++AGzZ8+W8qMREREREV0VpVyG98ZGw0WtwP7MErz39wmpS6JGYCC8CvPnz0d0dDQWLFiAiooKREdHIzo6Gnv37gUAyOVy/P7775DL5YiLi8O9996LiRMn4oUXXrC8RkhICP744w9s2LAB3bt3x1tvvYXPP/8cw4YNk+pjERERERFdkyBPDV65w7w020eJafg3o0jiiuhyeMroVVi2bBmWLVt2yTbBwcH1Tgn9r4SEBBw4cKAJKyMiIiIiktbI7oHYnJqPn/efxeyVSfjzsf5wceA1gdcrjhASEREREVGTWnhbZ7T1cMTZ4ios+u2I1OXQJTAQEhERERFRk3JxUOLtMT0gE4Cf9p3F2kPZUpdEF8FASERERERETa53iCemJXQAADzzyyHklFZLXBE1hIGQiIiIiIiaxWM3dUTXNm4o0RrwxE8HYTKJUpdE/8FASEREREREzUKlkOGdu3vAQSnD1hMF+GpnhtQl0X8wEBIRERERUbMJ83XGszd3AgC8+ucxHM8tl7giuhADIRERERERNat7+wYjIcIH+hoTHvs+Cboao9QlUS0GQiIiIiIialaCIGDxnd3g6aTC0ewyvP3XcalLoloMhERERERE1Ox8XRzw2h1dAQCfbj2FnScLJa6IAAZCIiIiIiJqIUOj/DG2VxBEEZj7QxJKqwxSl2T3GAiJiIiIiKjFPH9rZwR7aXCutBrz16RIXY7dYyAkIiIiIqIW46RW4J27e0AuE7Am6RzWJGVJXZJdYyAkIiIiIqIW1bOdB2YOCgMAPLc6BVklVRJXZL8YCImIiIiIqMXNGBiGHkHuKK+uwdwfkmAyiVKXZJcYCImIiIiIqMUp5DK8c3cPaFRy7DpVhM+3nZK6JLvEQEhERERERJII8XbC/Fs7AwDeWJ+KI+fKJK7I/jAQEhERERGRZO7uFYQhnf1gMIqYtfIAqg1GqUuyKwyEREREREQkGUEQ8NodXeHtrMbx3AosXpcqdUl2hYGQiIiIiIgk5eWsxht3dgMAfLk9HTtOFkhckf1gICQiIiIiIskNjPTFhL7BAIDnfjkkcTX2g4GQiIiIiIiuC8/c3AmhPk7IK9dLXYrdYCC8Ci+//DL69esHjUYDd3f3escPHjyIcePGISgoCI6OjujUqRPee+89qzabN2+GIAj1bjk5OS30KYiIiIiIri+OKjneuzsaCpkgdSl2QyF1AbZIr9fjrrvuQlxcHL744ot6x/ft2wdfX198++23CAoKwo4dO/Dggw9CLpdjxowZVm1TU1Ph6upq2fb19W32+omIiIiIrldd27rhq/t7If5tqSuxDwyEV2HRokUAgGXLljV4/P7777faDg0Nxc6dO7Fq1ap6gdDX17fBUUYiIiIiInvVPchD6hLsBk8ZbSGlpaXw9PSst79Hjx4ICAjAkCFDsH37dgkqIyIiIiIie8URwhawY8cOrFy5En/88YdlX0BAAJYsWYLY2FjodDp8/vnnSEhIwO7du9GzZ8+LvpZOp4NOp7Nsl5WVAQAMBgMMBkPzfQi6rtT1NfvcvrDf7RP73X6x7+0T+93M3j9/SxJEURSlLuJ68PTTT+P111+/ZJujR48iMjLSsr1s2TLMmjULJSUlF31OSkoKBg4ciMceewzPPffcJV9/wIABaNeuHb755puLtlm4cKHllNULrVixAhqN5pKvT0RERERkC7RaLcaPH4/S0lKr+Tao6TEQ1srPz0dhYeEl24SGhkKlUlm2LxcIjxw5goEDB2LKlCl4+eWXL1vDE088gW3btmHnzp0XbdPQCGFQUBCys7Ph5eV12feg1sFgMGDDhg0YMmQIlEql1OVQC2G/2yf2u/1i39sn9rtZWVkZvL29GQhbAE8ZreXj4wMfH58me73Dhw9j0KBBmDRpUqPCIAAkJSUhICDgkm3UajXUarVluy7PV1dXo6qq6uoLJptiMBig1WpRVVWFmpoaqcuhFsJ+t0/sd/vFvrdP7Hezun/Xcuyq+TEQXoXMzEwUFRUhMzMTRqMRSUlJAICwsDA4OzsjJSUFgwYNwrBhwzBnzhzL2oJyudwSOt99912EhIQgKioK1dXV+Pzzz7Fp0yb89ddfV1RL3ahmSEhI031AIiIiIqLrQHl5Odzc3KQuo1VjILwK8+fPx1dffWXZjo6OBgAkJiYiISEBP/30E/Lz8/Htt9/i22+/tbQLDg5GRkYGAPNahnPnzkVWVhY0Gg26deuGjRs3YuDAgVdUS93MpZmZmfyy2JG6U4XPnDnD0yjsCPvdPrHf7Rf73j6x381EUUR5eTkCAwOlLqXV4zWENq6srAxubm48v9rOsN/tE/vdPrHf7Rf73j6x36mlcR1CIiIiIiIiO8VASEREREREZKcYCG2cWq3GggULrGYepdaP/W6f2O/2if1uv9j39on9Ti2N1xASERERERHZKY4QEhERERER2SkGQiIiIiIiIjvFQEhERERERGSnGAiJiIiIiIjsFAOhDfvoo4/Qvn17ODg4oE+fPtizZ4/UJVEzWrhwIQRBsLpFRkZKXRY1g3/++QcjR45EYGAgBEHA6tWrrY6Looj58+cjICAAjo6OGDx4ME6cOCFNsdRkLtfvkydPrvc7YPjw4dIUS03m1VdfRa9eveDi4gJfX1+MGjUKqampVm2qq6sxffp0eHl5wdnZGaNHj0Zubq5EFVNTaEy/JyQk1PvOP/zwwxJVTK0ZA6GNWrlyJebMmYMFCxZg//796N69O4YNG4a8vDypS6NmFBUVhezsbMtt27ZtUpdEzaCyshLdu3fHRx991ODxxYsX4/3338eSJUuwe/duODk5YdiwYaiurm7hSqkpXa7fAWD48OFWvwO+++67FqyQmsOWLVswffp07Nq1Cxs2bIDBYMDQoUNRWVlpaTN79mz89ttv+PHHH7FlyxacO3cOd9xxh4RV07VqTL8DwNSpU62+84sXL5aoYmrNuOyEjerTpw969eqFDz/8EABgMpkQFBSEmTNn4umnn5a4OmoOCxcuxOrVq5GUlCR1KdSCBEHAL7/8glGjRgEwjw4GBgZi7ty5ePzxxwEApaWl8PPzw7JlyzB27FgJq6Wm8t9+B8wjhCUlJfVGDql1yc/Ph6+vL7Zs2YL4+HiUlpbCx8cHK1aswJ133gkAOHbsGDp16oSdO3eib9++EldMTeG//Q6YRwh79OiBd999V9riqNXjCKEN0uv12LdvHwYPHmzZJ5PJMHjwYOzcuVPCyqi5nThxAoGBgQgNDcU999yDzMxMqUuiFpaeno6cnByr77+bmxv69OnD778d2Lx5M3x9fREREYFp06ahsLBQ6pKoiZWWlgIAPD09AQD79u2DwWCw+s5HRkaiXbt2/M63Iv/t9zrLly+Ht7c3unTpgnnz5kGr1UpRHrVyCqkLoCtXUFAAo9EIPz8/q/1+fn44duyYRFVRc+vTpw+WLVuGiIgIZGdnY9GiRejfvz9SUlLg4uIidXnUQnJycgCgwe9/3TFqnYYPH4477rgDISEhOHnyJJ555hmMGDECO3fuhFwul7o8agImkwmzZs3CDTfcgC5dugAwf+dVKhXc3d2t2vI733o01O8AMH78eAQHByMwMBDJycl46qmnkJqailWrVklYLbVGDIRENmLEiBGWx926dUOfPn0QHByMH374AQ888ICElRFRS7jwdOCuXbuiW7du6NChAzZv3oybbrpJwsqoqUyfPh0pKSm8PtzOXKzfH3zwQcvjrl27IiAgADfddBNOnjyJDh06tHSZ1IrxlFEb5O3tDblcXm+GsdzcXPj7+0tUFbU0d3d3dOzYEWlpaVKXQi2o7jvO7z+FhobC29ubvwNaiRkzZuD3339HYmIi2rZta9nv7+8PvV6PkpISq/b8zrcOF+v3hvTp0wcA+J2nJsdAaINUKhViYmLw999/W/aZTCb8/fffiIuLk7AyakkVFRU4efIkAgICpC6FWlBISAj8/f2tvv9lZWXYvXs3v/925uzZsygsLOTvABsniiJmzJiBX375BZs2bUJISIjV8ZiYGCiVSqvvfGpqKjIzM/mdt2GX6/eG1E0qx+88NTWeMmqj5syZg0mTJiE2Nha9e/fGu+++i8rKStx3331Sl0bN5PHHH8fIkSMRHByMc+fOYcGCBZDL5Rg3bpzUpVETq6iosPovwOnp6UhKSoKnpyfatWuHWbNm4aWXXkJ4eDhCQkLw/PPPIzAw0GpGSrI9l+p3T09PLFq0CKNHj4a/vz9OnjyJJ598EmFhYRg2bJiEVdO1mj59OlasWIE1a9bAxcXFcl2gm5sbHB0d4ebmhgceeABz5syBp6cnXF1dMXPmTMTFxXGGURt2uX4/efIkVqxYgZtvvhleXl5ITk7G7NmzER8fj27duklcPbU6ItmsDz74QGzXrp2oUqnE3r17i7t27ZK6JGpGd999txgQECCqVCqxTZs24t133y2mpaVJXRY1g8TERBFAvdukSZNEURRFk8kkPv/886Kfn5+oVqvFm266SUxNTZW2aLpml+p3rVYrDh06VPTx8RGVSqUYHBwsTp06VczJyZG6bLpGDfU5AHHp0qWWNlVVVeIjjzwienh4iBqNRrz99tvF7Oxs6Yqma3a5fs/MzBTj4+NFT09PUa1Wi2FhYeITTzwhlpaWSls4tUpch5CIiIiIiMhO8RpCIiIiIiIiO8VASEREREREZKcYCImIiIiIiOwUAyEREREREZGdYiAkIiIiIiKyUwyEREREREREdoqBkIiIiIiIyE4xEBIREREREdkpBkIiImrVJk+ejFGjRkn2/hMmTMArr7zSqLZjx47FW2+91cwVERERnSeIoihKXQQREdHVEAThkscXLFiA2bNnQxRFuLu7t0xRFzh48CAGDRqE06dPw9nZ+bLtU1JSEB8fj/T0dLi5ubVAhUREZO8YCImIyGbl5ORYHq9cuRLz589HamqqZZ+zs3OjglhzmTJlChQKBZYsWdLo5/Tq1QuTJ0/G9OnTm7EyIiIiM54ySkRENsvf399yc3NzgyAIVvucnZ3rnTKakJCAmTNnYtasWfDw8ICfnx8+++wzVFZW4r777oOLiwvCwsLw559/Wr1XSkoKRowYAWdnZ/j5+WHChAkoKCi4aG1GoxE//fQTRo4cabX/448/Rnh4OBwcHODn54c777zT6vjIkSPx/fffX/sfDhERUSMwEBIRkd356quv4O3tjT179mDmzJmYNm0a7rrrLvTr1w/79+/H0KFDMWHCBGi1WgBASUkJBg0ahOjoaOzduxfr1q1Dbm4uxowZc9H3SE5ORmlpKWJjYy379u7di0cffRQvvPACUlNTsW7dOsTHx1s9r3fv3tizZw90Ol3zfHgiIqILMBASEZHd6d69O5577jmEh4dj3rx5cHBwgLe3N6ZOnYrw8HDMnz8fhYWFSE5OBgB8+OGHiI6OxiuvvILIyEhER0fjyy+/RGJiIo4fP97ge5w+fRpyuRy+vr6WfZmZmXBycsKtt96K4OBgREdH49FHH7V6XmBgIPR6vdXpsERERM2FgZCIiOxOt27dLI/lcjm8vLzQtWtXyz4/Pz8AQF5eHgDz5DCJiYmWaxKdnZ0RGRkJADh58mSD71FVVQW1Wm018c2QIUMQHByM0NBQTJgwAcuXL7eMQtZxdHQEgHr7iYiImgMDIRER2R2lUmm1LQiC1b66EGcymQAAFRUVGDlyJJKSkqxuJ06cqHfKZx1vb29otVro9XrLPhcXF+zfvx/fffcdAgICMH/+fHTv3h0lJSWWNkVFRQAAHx+fJvmsREREl8JASEREdBk9e/bE4cOH0b59e4SFhVndnJycGnxOjx49AABHjhyx2q9QKDB48GAsXrwYycnJyMjIwKZNmyzHU1JS0LZtW3h7ezfb5yEiIqrDQEhERHQZ06dPR1FREcaNG4d///0XJ0+exPr163HffffBaDQ2+BwfHx/07NkT27Zts+z7/fff8f777yMpKQmnT5/G119/DZPJhIiICEubrVu3YujQoc3+mYiIiAAGQiIiossKDAzE9u3bYTQaMXToUHTt2hWzZs2Cu7s7ZLKL/1U6ZcoULF++3LLt7u6OVatWYdCgQejUqROWLFmC7777DlFRUQCA6upqrF69GlOnTm32z0RERARwYXoiIqJmU1VVhYiICKxcuRJxcXGXbf+///0Pv/zyC/76668WqI6IiIgjhERERM3G0dERX3/99SUXsL+QUqnEBx980MxVERERnccRQiIiIiIiIjvFEUIiIiIiIiI7xUBIRERERERkpxgIiYiIiIiI7BQDIRERERERkZ1iICQiIiIiIrJTDIRERERERER2ioGQiIiIiIjITjEQEhERERER2SkGQiIiIiIiIjvFQEhERERERGSnGAiJiIiIiIjsFAMhERERERGRnWIgJCIiIiIislMMhERERERERHaKgZCIiIiIiMhOMRASERERERHZKQZCIiIiIiIiO8VASEREREREZKcYCImIqMUtXLgQgiBIXcZVs/X6G5KQkICEhASpyyAiohbGQEhERJe0bNkyCIJw0duuXbukLvGytm3bhhEjRqBNmzZwcHBAu3btMHLkSKxYsULq0uo5evQoBEGAg4MDSkpKpC6HiIhaOYXUBRARkW144YUXEBISUm9/WFiYBNU03o8//oi7774bPXr0wGOPPQYPDw+kp6fjn3/+wWeffYbx48df8Ws+99xzePrpp5uhWuDbb7+Fv78/iouL8dNPP2HKlCnN8j5EREQAAyERETXSiBEjEBsbK3UZDdJqtdBoNA0eW7hwITp37oxdwPsTggAAV2lJREFUu3ZBpVJZHcvLy7uq91MoFFAomv6vUFEUsWLFCowfPx7p6elYvnw5AyERETUrnjJKRERNYvPmzRAEAZs3b7ban5GRAUEQsGzZssu+xrfffouYmBg4OjrC09MTY8eOxZkzZ6zaJCQkoEuXLti3bx/i4+Oh0WjwzDPPXPQ1T548iV69etULgwDg6+tbr84333wT77zzDoKDg+Ho6IgBAwYgJSXF6nkNXUMoCAJmzJiB1atXo0uXLlCr1YiKisK6desu+7nrbN++HRkZGRg7dizGjh2Lf/75B2fPnq3Xrn379rj11luxbds29O7dGw4ODggNDcXXX39dr21ycjIGDBgAR0dHtG3bFi+99BKWLl0KQRCQkZFxyXp0Oh0WLFiAsLAwqNVqBAUF4cknn4ROp2v0ZyIiousbRwiJiKhRSktLUVBQYLVPEAR4eXk1yeu//PLLeP755zFmzBhMmTIF+fn5+OCDDxAfH48DBw7A3d3d0rawsBAjRozA2LFjce+998LPz++irxscHIy///4bZ8+eRdu2bS9bx9dff43y8nJMnz4d1dXVeO+99zBo0CAcOnToku8DmK9VXLVqFR555BG4uLjg/fffx+jRo5GZmdmoP6fly5ejQ4cO6NWrF7p06QKNRoPvvvsOTzzxRL22aWlpuPPOO/HAAw9g0qRJ+PLLLzF58mTExMQgKioKAJCVlYWBAwdCEATMmzcPTk5O+Pzzz6FWqy9bi8lkwm233YZt27bhwQcfRKdOnXDo0CG88847OH78OFavXn3Z1yAiIhsgEhERXcLSpUtFAA3e1Gq1pV1iYqIIQExMTLR6fnp6ughAXLp0qWXfggULxAv/CsrIyBDlcrn48ssvWz330KFDokKhsNo/YMAAEYC4ZMmSRtX/xRdfiABElUolDhw4UHz++efFrVu3ikajscE6HR0dxbNnz1r27969WwQgzp49+6L1i6JoeY+0tDTLvoMHD4oAxA8++OCyder1etHLy0t89tlnLfvGjx8vdu/evV7b4OBgEYD4zz//WPbl5eWJarVanDt3rmXfzJkzRUEQxAMHDlj2FRYWip6eniIAMT093bJ/wIAB4oABAyzb33zzjSiTycStW7davfeSJUtEAOL27dsv+5mIiOj6x1NGiYioUT766CNs2LDB6vbnn382yWuvWrUKJpMJY8aMQUFBgeXm7++P8PBwJCYmWrVXq9W47777GvXa999/P9atW4eEhARs27YNL774Ivr374/w8HDs2LGjXvtRo0ahTZs2lu3evXujT58+WLt27WXfa/DgwejQoYNlu1u3bnB1dcWpU6cu+9w///wThYWFGDdunGXfuHHjcPDgQRw+fLhe+86dO6N///6WbR8fH0RERFi917p16xAXF4cePXpY9nl6euKee+65bD0//vgjOnXqhMjISKs+GTRoEADU6xMiIrJNPGWUiIgapXfv3s02qcyJEycgiiLCw8MbPK5UKq2227Rp0+A1gRczbNgwDBs2DFqtFvv27cPKlSuxZMkS3Hrrrfj/9u47vsry/v/465yTk733JIS99xDEzVJLxYGrdVDFnxZsLVVbWhfaSr+2jlq1VluhVnFVxbqoiKCIDNnLQAiQQDZZJzsn59y/P04IpoQVkhyS+/18mMfJucc5n8OVc5K313VfV3p6erNrCVuqoU+fPrz99tsnfZ5u3bodsy0iIoLS0tKTnvvaa6+RlpaGn58fe/fuBaBnz54EBgby+uuv8/jjj5/2c2VlZTFu3LhjjjuVmWEzMjL47rvviImJaXF/ayfkERGRs4sCoYiItInjLdTucrlOeq7b7cZisfDpp59is9mO2R8cHNzsfkBAQKtqDAwM5LzzzuO8884jOjqa+fPn8+mnn3LLLbe06vH+V0u1g2f20BNxOBx8+OGH1NbWthhIFy9ezO9///tm/8atfa5T5Xa7GTx4ME899VSL+1NSUtrkeURExLsUCEVEpE1EREQAHLOYelZW1knP7dmzJ4ZhkJaWRp8+fdqjvGMc6e3My8trtj0jI+OYY/fs2UP37t3brZb33nuP2tpa/vrXvxIdHd1s3+7du3nggQdYvXo1EyZMOK3HTU1Nbept/L6Wtv2vnj17snXrVi655JLjhn0REen8dA2hiIi0idTUVGw2G1999VWz7S+88MJJz73qqquw2WzMnz//mB4uwzAoLi5udV3Lly9vcfuRawL79u3bbPuSJUvIyclpur9+/XrWrVvHpZde2uoaTua1116jR48e3HnnnVxzzTXNvu69916Cg4N5/fXXT/txp0yZwpo1a9iyZUvTtpKSklN6rGuvvZacnBxefvnlY/bV1NRQVVV12vWIiMjZRz2EIiJySj799FPS09OP2T5+/Hh69OhBWFgYM2bM4C9/+QsWi4WePXvy0UcfndK1Zj179uR3v/sd8+bN48CBA0yfPp2QkBD279/P+++/zx133MG9997bqrqvuOIK0tLSmDZtGj179qSqqorPP/+cDz/8kNGjRzNt2rRmx/fq1YsJEyZw1113UVdXxzPPPENUVBT3339/q57/ZHJzc1mxYgU/+9nPWtzv5+fHlClTeOedd3j22WePuZ7yRO6//35ee+01Jk2axN1339207ES3bt0oKSk5Yc/fTTfdxNtvv82dd97JihUrOPfcc3G5XKSnp/P222/z3//+t92uKRURkY6jQCgiIqfkoYceanH7woUL6dGjBwB/+ctfcDqdvPjii/j5+XHttdfyxz/+kUGDBp308X/961/Tp08fnn76aebPnw94rlObPHkyP/zhD1td99///nc++OAD3n77bXJzczEMgx49evDb3/6WX/3qV/j4NP9VePPNN2O1WnnmmWcoLCxkzJgxPPfccyQkJLS6hhN58803cbvdxwTT75s2bRrvvvsun3766Wn9W6SkpDSFzccff5yYmBhmz55NUFAQP/vZz/D39z/uuVarlSVLlvD000/z6quv8v777xMYGEiPHj34+c9/3mFDe0VEpH1ZjLa6+lxERKQTO3DgAGlpafzxj39sdW9kZ3HPPffwt7/9jcrKyuNOTiMiIuagawhFRES6sJqammb3i4uL+de//sWECRMUBkVERENGRUREurJx48Zx4YUX0r9/fwoKCvjHP/6Bw+HgwQcf9HZpIiJyFlAgFBER6cIuu+wy/v3vf/PSSy9hsVgYMWIE//jHPzj//PO9XZqIiJwFdA2hiIiIiIiISekaQhEREREREZNSIBQRERERETEpXUPYybndbnJzcwkJCTnhAsMiIiIiIp2FYRhUVFSQmJiI1ao+rPakQNjJ5ebmkpKS4u0yRERERETa3MGDB0lOTvZ2GV2aAmEnFxISAsD+/fuJjIz0cjXSUZxOJ5999hmTJ0/Gbrd7uxzpIGp3c1K7m5fa3pzU7h4Oh4OUlJSmv3Wl/SgQdnJHhomGhIQQGhrq5WqkozidTgIDAwkNDTX1LwuzUbubk9rdvNT25qR2b06XRLU/DcgVERERERExKQVCERERERERk1IgFBERERERMSldQygiIh3C7TbYU1jB/qIqymucBPjaSI4IZEBCKAG+Nm+XJyIiYkoKhCIi0m5q6l2s3F3IZ7sKWJVRxOHK+mOO8fOxclHfWKYNTeSS/rH42xUORUREOooCoYiItKnq+gZWpBfxyfY8vkgvpMbpatoX6GujX3wIEYG+VNe7yCis5HBlHUt35rN0Zz6h/j5cOTyJ68d0o3+CZk4WERFpbwqEIiJyxqrqGlieXsin2/NYsbuQWqe7aV9yRACXDorn4n5xjEyNwNfn6OXrhmGwK8/Bh1vz+HBrLjllNfxzTRb/XJPFgIRQLu4Xy7CUcNJiggj288HpclNW7SSnrIaDJdUcKvXcHiytpqSqnvoGN/52G5FBvvSKDaZffAh940MZ0S2cqGA/b/zTiIiInNUUCEVEpFUqap18kV7Ix9vy+HJPEXUNR0Ngt8hALh0cz+WDExicFHbcdaQsFgsDE8MYmBjGfVP68vXew7y5PptluwrYledgV57jtOty1DZQWFFHen4FH23La9reOzaY0WmRjE2LZHT3SBLDA07/RYuIiHQxCoQiInLKHLVOPt9VwCfb8/hqz2HqXUdDYPeoQC4bnMBlgxMYmBh62osJ26wWLugTwwV9YiiurGPl7iJWZRSRnl/BodIaqusb8LFaCQu0kxjmT3JkICkRgSRHBJASGUhsiB++PlZq6l0UVtSyO7+SPQUV7MgpJ6Owsulr8bpsAOJC/egVG0xSeABRwX4E2G3YrBbqG9w4Xe6jty439Q0G9S43zgY3/nYrsaH+xAT7ERPiR2J4AD1igogK8tUCyiIi0ukoEIqIyAnVOl0s21XAks05fJVRhNNlNO3rERPE5YMTuHRQAv0TQtosEEUF+3H1yGSuHpnctM0wjNN4/DAu7hfXdK+kqp5vD5Swfn8J3x4oYUdOOQWOOgocdW1SL0Covw89YoLpGRNMj5ggesYE0SMmmNSoQPx8NFGOiIicnRQIRUTkGG63wdr9xby/KYdPd+RTWdfQtK9XbDCXDU7g8sEJ9IkL7rBesTN5nsggX6YMjGfKwHgAKusa2FNQQWZhJQWOWg5X1lPX4MblduPrY8Vus+Jrsx79vmmbhep6F0UVdRRV1lHoqONgaTU5ZTU4ahvYcrCMLQfLmj231QKRQX6EBvgQ4m8n1N+HQF8bPjYrdqvFc2uz4GO14mOzYLdZ8Wnc7udjJSLAxv5SCyk55cSHBxEd7NfsOkwREZEzoUAoIiJN9hRU8N6mHD7YkkNeeW3T9qTwAK4cnsQPhyXSJy7EixW2jWA/H0Z0i2BEt4g2ebxap4v9h6vYV1TFvqJK9h2uIrOokn1FVVTWNXC4so7DlWfSG2nj5fR1AFgsEB3sR0KYf+NXgOc23HMbH+pPWKCdYF8frFYNYRURkRNTIBQRMbnCilr+syWX9zfnsDP36CQuIf4+/GBIAlcOT2ZUaoTCxQn42230Twg9ZqkMwzAoqqijuKoeR40TR20DFbVOqutdNLjcNLg91yY2uAwaXG6c7sZbl0GD202t001RRS2ZOUU4bf4UV9bT4PY8ZlFFHdsOlR+3JovFE3xD/e2E+PsQ5OdDgN2Gv91GoK+NALuNAN/Gr8Zt/vbvfe9rI9BuIyzQTniAL+GBdq0RKSLSBSkQioiYUHV9A5/tLOC9zTl8nVGEu/GyQLvNwoV9Y7lqeBIX9dMi8WfKYrEQG+pPbKh/qx/D6XTyySefcNllF2Cz+VBSXU9+eS155bXkldd4bssab8trKXDUUtfgxjCgoraBitqGkz/JKQqw2wgPtBMe6EtEoL35942hMSLQl4ggO2EBnu1hAXZ8bBriKiJytlIgFBExCcMw+PZAKW9vOMgn2/Oorj+6YPyIbuFcOSKZHwxOICLI14tVyolYrRaig/2IDvZjUFLYcY+rdbqoqG3AUevEUeOkoraB6noXtU4X1fUuapxHvm+gpt7d/L7TTW29i2pnA9V1LsprnJTVOHG5DWqcLmrKXc2GE5+KEH8fIgJ9CfLzXD959MvnuN8H+/uQFh1E96ggXTMpItKOFAhFRLq4Qkct/950iHc2HGL/4aqm7d0iA7lyeBJXDk+ie3SQFyuUtubfODQ0JsSvTR7PMAwq6hooq3JSWl1PWY2Tsup6SqvqKa12Ul7j2V5a7dleVu25f6R38kx6Km1WCwMSQhnXM4rJA+IY0U3Dl0VE2pICoYhIF+R0ufkivZB3Nhxkxe4iXI1jQgN9bfxgSAIzRqUwKjVC6+bJKbFYLIT62wn1t9MtKvCUz2twuRvDoicoVtW7qKlvoKrORbXz6Pc1ThdVdQ3U1Luoqvf0ZpbXOJsm5dmeU872nHJe+mofSeEB3Di2GzeO6abebBGRNqBAKCLShewtrOSdDQd5d1NOs1ktR6ZGcN2oFC4bkkCwnz76pWP42KxEBfsRFdy6nkrDMMgtr2XDgRJW7i7i810F5JTV8Mf/7uavKzOZdV4PbjsvTT/TIiJnQJ+gIiKdXFVdAx9vy+OtDQfZmFXatD062JerRyQzY1QyvWI7/1IRYj4Wi4Wk8ACShiVxxbAkap0uPt6Wx9+/3s93eQ6e/nwP/1xzgDkX9eLmcamavEZEpBX0yXmKvvrqK6ZNm0ZiYiIWi4UlS5Y0228YBg899BAJCQkEBAQwceJEMjIyTvq4zz//PN27d8ff35+xY8eyfv36dnoFItKVGIbBhgMl3P/vrYz+/efc/+42NmaVYrNamNg/lr/dNJI18y5h3mX9FQaly/C327h6ZDIf3z2B524cTo/oIEqq6nn0o11c8fxqth0q83aJIiKdjgLhKaqqqmLo0KE8//zzLe5/4oknePbZZ3nxxRdZt24dQUFBTJkyhdra48/E9tZbbzF37lwefvhhNm3axNChQ5kyZQqFhYXt9TJEpJNz1MPLX+9n4lNfcs2La3h7wyGq612kRQfxq6n9+ObXF/P3W0YzZWA8dvWWSBdltVr4wZBEPvvF+Tx+5WDCAuzszHUw/fnVPPKfnVTWtd1SGyIiXZ2GjJ6iSy+9lEsvvbTFfYZh8Mwzz/DAAw9wxRVXAPDqq68SFxfHkiVLuP7661s876mnnmLWrFnMnDkTgBdffJGPP/6YV155hV//+tft80JEpNNpcLlZubuIN9dn8UW6DTee0QcBdhuXD0ng2lEpjO6uCWLEfHxsVm4c241JA+L43ce7+GBLLou+OcDSHfk8esVAJg+M93aJIiJnPQXCNrB//37y8/OZOHFi07awsDDGjh3LmjVrWgyE9fX1bNy4kXnz5jVts1qtTJw4kTVr1hz3uerq6qirOzpRhMPhADwLFzudzrZ4OdIJHGlrtXnXllVSzdsbDvH+5lyKKusbt1oYkhTKtaOSuWxQPCH+no/xhgb1iHRVer+fXLi/lT9dPYgrhsbz8H++42BpDXf8ayOTB8Ty4OX9iA/193aJraK2Nye1u4fZX39HUiBsA/n5+QDExcU12x4XF9e0738dPnwYl8vV4jnp6enHfa4FCxYwf/78Y7avWLGCwMBTnwpcuoZly5Z5uwRpY4YB+ytgRZ6V7SUWDDy9fsE+BqNiDM6JdZMQWAKFJaz6YpuXq5WOpPf7qflZb/jvIStf5Fr4bFchX+4uYFo3N+fGGXTW5QvV9uZk9navrq72dgmmoUDYycybN4+5c+c23Xc4HKSkpHDRRRcRFRXlxcqkIzmdTpYtW8akSZOw2+3eLkfaQIPLzWe7Cln4TRZbD5U3bT+vVxTXjUrmor4xWAyX2t2E9H4/fdOB9PwKHvhgF1sPlfPv/Tb2OEP57aX9GNEt3MvVnTq1vTmp3T2OjIKT9qdA2Abi4z3XKBQUFJCQkNC0vaCggGHDhrV4TnR0NDabjYKCgmbbCwoKmh6vJX5+fvj5Hbuek91uN/WHhlmp3Tu/ilonb317kIWrD5BTVgOAr4+Vq4Yn8ZMJafSJOzpD6JHhM2p3c1K7n57BKZG899NzeW1tFn/87262HXJw3cvruXxwAvdM7E3vuM4z+67a3pzM3u5mfu0dTVPQtYG0tDTi4+NZvnx50zaHw8G6desYN25ci+f4+voycuTIZue43W6WL19+3HNEpOs4VFrN4598x/gFX/C7j78jp6yGyCBffn5Jb1b/6mL+cPWQZmFQRE6fzWrhlvHd+eKXF3D96BQsFvh4ex6Tn/mK2a9vYmNWKYZheLtMERGvUg/hKaqsrGTv3r1N9/fv38+WLVuIjIykW7du3HPPPfzud7+jd+/epKWl8eCDD5KYmMj06dObzrnkkku48sormTNnDgBz587llltuYdSoUYwZM4ZnnnmGqqqqpllHRaRrcbsNvsoo4rW1WXyRXoi78e/QnjFB3H5eD64cnoS/3ebdIkW6oNhQf/5w9RBuGd+dP3+ewdKd+Xy8PY+Pt+cxMDGUa0Ymc/ngBGI76eQzIiJnQoHwFG3YsIGLLrqo6f6R6/huueUWFi1axP33309VVRV33HEHZWVlTJgwgaVLl+Lvf/SXS2ZmJocPH266f91111FUVMRDDz1Efn4+w4YNY+nSpcdMNCMinVtZdT3vbDjEa+uyyCo+epH8hF7R3DYhjQv6xGDtrLNdiHQi/RNCefGmkaTnO/j7qv18uDWXnbkOdubu4tGPdjEsJZxxPaI4p0cUo7pHEOirP5NEpOvTJ90puvDCC084rMRisfDoo4/y6KOPHveYAwcOHLNtzpw5TT2GItJ1GIbB1kPl/GtNFh9ty6WuwQ1AiL8PM0am8KNzutEzJtjLVYqYU7/4UP40Yyi/vaw/72/O4aNtuWzKLmNz49cLKzPxsVroExfCoKRQBiaGMSgplP4JoQqJItLl6FNNRKQNOV1u3t+cw6trDrAj5+gMaf0TQrl5XCpXDEvUH5QiZ4mIIF9+MiGNn0xII7eshtV7D7NmXzFrM4vJLa9lV56DXXkO4BAAFgv0iA5iUFIYAxNDGZQYxsDEMMICNfmFiHRe+qtERKQNOF1u3t+Uw19WZHCw5OhsoT8YnMCPx6UyPCUci0XDQkXOVonhAcwYlcKMUSkYhkFOWQ07chzszC1nZ66DHTnlFFbUkVlURWZRFR9syW06Nyk8oFlP4ujukYT4KySKSOegQCgicgYaXG6WbMnlL19kNF0fGB3sx+3npXHtqBQig3y9XKGInC6LxUJyRCDJEYFMHXR0KajCilp25jrY1RgQd+Y6yC6pJqeshpyyGv6707OUlI/VwujukVzSP5bLhySQEBbgrZciInJSCoQiIq3gcht8uDWXPy/PYP/hKgCigny584Ke/PicVAJ8NVuoSFcTG+JPbF9/Luob27StvMbJrtyjPYlbDpax/3AVa/YVs2ZfMb//5DvG9YjiyuFJTB0Ur55DETnrKBCKiJyGqroG3t10iEWrD7CvMQhGBNr5fxf05OZxqbo+UMRkwgLsjOsZxbieUU3bDhyu4ov0QpbuyGf9gRK+ySzmm8xiHvxgB5MGxHPNyGTO6xWt2YVF5Kygv1xERE7BodJqXl2TxRvrs6mobQAgPNDOrPN6cMv47gT76eNURDy6Rwc1TVZzsKSaD7bk8N7mHPYVVfHh1lw+3JpLt8hAbhzbjRkjk4kK9vN2ySJiYvoLRs7YZzvz+dtX++gRHcRD0wZoOIx0GYZh8O2BUhau3s9/d+Y3LSSfFh3EreO7c/XIZAVBETmhlMhA5lzcm9kX9WJ7Tjnvbcrh3U2HyC6p5g+fpvPUZ3u4bHA8Pz4nlZGpEZp8SkQ6nP6SkTOy7VAZsxdvwuky2JhVSlFlHYtmjvF2WSJnxOU2+GR7Hn/7KrPZ0hETekXzkwndubBPrIZ6ichpsVgsDEkOZ0hyOL+a2o8Pt+by2rosth0qZ8mWXJZsyaVffAg/OieVK4cn6X82iUiH0aeNnJEXVmTidBlEB/txuLKOlbuL2JlbzsDEMG+XJnLaXG6Dj7fn8ezyDPYWVgLg52PlqhFJ3Do+jb7xIV6uUES6ggBfG9eOTuHa0SlsO1TGa2uz+M/WXNLzK3hwyQ7+8Ml3TB+exPWjkrxdqoiYgAKhtFp5jZMv0gsB+NdtY3hhZSYfbs1l4eoD/GnGUC9XJ3J6vtpTxGMf7SKjMQiG+vvwkwlp3Dyuu5aOEJF2MyQ5nCeuCee3lw3g3U2HeG1dFvuKqnh9XTavr8smLcSGMzGXHwxLxt+u2YtFpO0pEEqrfbo9j3qXm75xIfRPCGXmud2bLpb/3fRB+sUlnUJ2cTWPfbyLZbs864eF+vtw+3k9uPXc7oTqelgR6SBhgXZ+MiGNmed2Z82+Yl5fm81/d+azvwLufXcHv/90Nz8YksgVwxIZ0S1Cw9ZFpM0oEEqrLdmSA8D04Z4hLcNTwokN8aOwoo5NWaWM7xXtzfJETqi6voEXVmTy0qp91De48bFauGV8d352SW/CAhQERcQ7LBYL43tGM75nNDkllfz+jS/Y7Agir7yWf63N4l9rs0gKD+CywfFMGhDPyNQIbAqHInIGFAilVWqdLjZmlQJw6aB4wPNLbEKvaN7bnMOqvYcVCOWsteFACb98ZytZxdWAZ7KYh6cNoHecrhEUkbNHbIgfU5INnpwygfXZDv6zJZf/7swnp6yGl1ft5+VV+4kItHNR31gm9I7m3F7RxIX6e7tsEelkFAilVXbmljdOJuNLalRg0/YJvT2BcPXew16sTqRltU4XTy/bw0ur9mEYkBDmzyM/HMjkAXGa6l1Ezlo+NisX9Inhgj4x/N45iJW7C/lsZwHL0wsprXby3mbPOocAvWKDGd09kpGpEYxKjSA1KlCfbyJyQgqE0iqbssoAGN6t+ZpJ5zb2Cm7PKcdR69Q1WHLW2H6onLlvb2maNGbGyGQenDZAP6Mi0qn4221MHZTA1EEJNLjcfHuglK8yili99zDbc8rZW1jJ3sJK3lifDUBYgJ0BCaEMSAxtuu0VG4zdZvXyKxGRs4UCobTKpmzPcNER3SKabY8L9ScpPICcshp25JQzvqeGjYp3OV1unvtiL8+t2IvL7VkiZcFVg5k0IM7bpYmInBEfm5VxPaMY1zMKgLLqetbtL2FTVikbskrZfqic8hona/YVs2ZfcdN5vjYrfeKDGZAQSv+EUPrFh9IvPoQIzagsYkoKhNIqm7PLABjRLfyYfYOTwhQI5aywO7+CuW9vYWeuZ3H5y4ck8NgVg7SMhIh0SeGBvkwZGM+UgZ5r++saXOwtrGRnroNduQ525Tn4LtdBRV0DO3Ic7MhxNDs/LtTPEw4TQujfeNsjOhhfH/UminRlCoRy2nLLash31GKzWhiSHH7M/sHJYSzdmc/2//lFI9JR6hpcvPzVPp5dvpd6l5vwQDuPXTGIaUMTvV2aiEiH8fOxMTAxjIGJYU3b3G6DQ6U17MorZ2eug/T8CtLzHRwsqaHAUUeBo4gv9xQ1HW+3WegZE0y/+BD6JYQyOCmMQUlhmo1ZpAtRIJTTtquxt6V3bDABvseuNTg4yfOLZ/uhso4sSwSAb/Ye5oEPdrCvqAqAS/rFsuDqwcSGaOY9ERGr1UK3qEC6RQUydVBC0/aKWid7CipJz3eQnucJien5FVTUNjSGxgrYktt0fFp0EEOSwxiSHM6Q5DAGJoYS6Ks/K0U6I71z5bTtKawAoG98y1P0HwmEB4qrNbGMdJiiijp+//EuljT+wRId7McDl/fnimGJmmFPROQkQvztjEyNYGTq0bkBDMMgt7yW9DxPONyV52D7oXKyS6rZf7iK/Yer+KDxM9dqgT5xIQxLCWdEtwiGdwunZ0wwVq2RKHLWUyCU05ZR4Jmlsc9x1myLCPJtmlgmPa+CMWmRHVmemIzbbbB4fTb/tzSditoGLBa46ZxUfjm5r4Y0iYicAYvFQlJ4AEnhAVzS/+hEXKVV9WzLKWfbwTK2Hipn26EyCivqmnoS3/z2IAAh/j4MSwlneGNAHJ4STnigruEWOdsoEMpp21Pg6SHsHRt83GN6xQaTU1bD3sJKBUJpN3sLK5n33ja+PeCZ9XZwUhi/v3JQi9e2iohI24gI8m1aF/GIAkctm7PL2HKwjM3ZpWw7VE5FbQOrMg6zKuPo2sQ9YoIYntIYELuF0zcuBB8tgSHiVQqEbaR79+5kZWUds/2nP/0pzz///DHbFy1axMyZM5tt8/Pzo7a2tt1qbAsut8HewhP3EIInLH65p4iMxuGlIm3J7TZ4adU+nvpsD/UuN4G+Nu6b0pebx3XHpuFJIiIdLi7Un6mD4pk6yDPDaYPLTXp+BZsbA+Lm7DL2H65iX5Hn691NhwAI9LUxJDnM04vY2JsYE+LnzZciYjoKhG3k22+/xeVyNd3fsWMHkyZNYsaMGcc9JzQ0lN27dzfd7wzXOR0sqaauwY2fj5WUyMDjHtc7ztN7eCQ8irSV0qp6fvnOVr5ILwTgor4xPDZ9EMkRx/95FBGRjuVjszKocUbSm85JBTyf30d6EDc19iZW1jWwdl8Ja/eVNJ2bHBHAoMQwBiSGMiAhlAGJoSSE+XeKv5NEOiMFwjYSExPT7P4f/vAHevbsyQUXXHDccywWC/Hx8e1dWps6Mly0V2zwCXtiesV6eg8VCKUtbc4uZc7izeSU1eDnY2X+Dwdy3egU/ZEgItIJRAT5clG/WC7qFwt4Rh1lFlV6AmJWGZsPlpJRWMmh0hoOldawdGd+07nhgXZPOGwMiAMSQ7VGokgbUSBsB/X19bz22mvMnTv3hH+oVlZWkpqaitvtZsSIETz++OMMHDiwAys9fRmnMFwUPIERIK+8lopaJyGaaVTOgGEYLPrmAI9/8h1Ol0FadBDP3ziCAYmh3i5NRERayWa10CcuhD5xIVw3uhsAjlon2w+V812eg125DnblOcgorKSs2sk3mcV8k1ncdL7VAimRgaRFB5EWHUSPmGB6NH4fH+qvGU5FTpECYTtYsmQJZWVl3Hrrrcc9pm/fvrzyyisMGTKE8vJy/vSnPzF+/Hh27txJcnLycc+rq6ujrq6u6b7D4VkT0Ol04nQ62+w1HM/eAs/zdY8MOOHzBfpAXIgfBRV1pOeWMSwlvN1rM5Mj//Yd0ebeVlJVzwMf7GLZd54holMHxvH49IGE+PuY4vV/n5naXY5Su5uXGds+wAZjUsMYkxrWtK3O6WJvURW78ir4Lr+C7/IcpOdXUlnXQFZxNVnF1azcXdTscfztVrpHetZbTAoPIDHcn6Qwz218mD8RAfazNjCasd1bYvbX35EshmEY3i6iq5kyZQq+vr58+OGHp3yO0+mkf//+3HDDDTz22GPHPe6RRx5h/vz5x2xfvHgxgYHtfw3VMzts7K+wcGtvF8OjT/yj8/wuK3vKrdzQ08U5sfoxk9O3q9TCG5lWHE4LNovB9FQ358UbaISoiIi5GQY4nFBYY6Gotvnt4TpwGyf+RWHFIMQOIb4Qavd8H3rk+//Z5mdFv3e8oLq6mhtvvJHy8nJCQzUiqD2ph7CNZWVl8fnnn/Pee++d1nl2u53hw4ezd+/eEx43b9485s6d23Tf4XCQkpLCRRddRFRUVKtqPh2PblsJ1DN94rkMPMlwvY1GOnvWZhMY34PLpvZt99rMxOl0smzZMiZNmoTd3vWG4+aV1/KHpbv5JL0AgF4xQTw5YzADEsz9C6Grt7u0TO1uXmr71mlwuckpq2V/cRVZxdXkltWSU1ZDbrnntqTKiRsL5U4odwKcOO35262E+dsJDfAhLMBOqL+dUH8fQgPshAU03n5vf5i/nSA/GwG+NgJ9ffC1WU7rWne1u8eRUXDS/hQI29jChQuJjY3l8ssvP63zXC4X27dv57LLLjvhcX5+fvj5HTsds91ub/cPjYpaJ8VV9QD0jAs96fP1iff88b7vcLWpP9DaU0e0e0eqb3Dzyur9PLs8g+p6F1YL3Do+jfun9sXfbvN2eWeNrtbucmrU7ualtj89djv0ivejV3xYi/udLjfFlfUUVdRRVFnruT3yVVnX7H5VvYtap5taZx0FFXUtPt7J+FgtBPjaCPL1IdDXRqCfjUC7j+e2MTQeuQ3yteHnY2FvgYXq7YUE+tnxtVnx9Wn8slmxN976+Rzdbrcd3e9rs561w2FPh37mO44CYRtyu90sXLiQW265BR+f5v+0N998M0lJSSxYsACARx99lHPOOYdevXpRVlbGH//4R7Kysrj99tu9UfopySquBiA62PeUJok5snD93iLNNCont/VgGff9eyt7Cjw/LyNTI3j0ioEMTGz5F7qIiEhr2G1W4sM81xLCiX/HVNU1UFxZj6PWSXnNsV+O43xfVe+ivsENQIPboKK2gYrahtOo0sbb+3a2/kXimXTHZvX0TtosFqwWsFosWK2WZvusFrBZGo+zHj0Oz39YLBYseLYd6eg8ss1iafzC0njr2WhpfP5mx/H9x/zeOd/73ma14GO14GO14q6rOqPXL6dOgbANff7552RnZ/OTn/zkmH3Z2dlYrUenRi4tLWXWrFnk5+cTERHByJEj+eabbxgwYEBHlnxaDhR73pipUUGndHzvxplID5bUUF3fQKCvftzkWPUNbp5atoeXvsrEbUBUkC/zLuvPVcOTusT/4RQRkc4ryM+HIL/W/f3S4HJT7XRRU++iqq6B6noX1fUuquobmrbVOF1U1bmorj+yv4HKWicHDuYSGR2L023gdLmpb3BT1+Cm3uVuut/05XLjdB07V4PbALfLADrnPA7uumpvl2Aa+gu9DU2ePJnjzdGzcuXKZveffvppnn766Q6oqu0c6SHsfoqBMDLIl8ggX0qq6tlXVMWgJPX0SHOlVfXc9frGpgWJrxiWyMPTBhIZ5OvlykRERM6Mj81KqM1K6GkuveV0Ovnkk0NcdtmIUx42aRgG9Y1B0ekycBsGbreB2wBX4/fGke+/t89tGLiOs88wDAw8E/g0+x6j8fbodhof63+3G407j2z/32P43mO63Z79DW6DBpcbh8PBnGdO659OWkmBUE7ZgcOeHsLuUac+m2nPmCBKqurJLKpUIJRm9hZWcts/vyWruJpgPx/+NGMIUwcleLssERGRTsdiseDnY8PPp+tcb+9wOJjj7SJMwnryQ0Q8moaMRp9aDyEcXaA+s0jjwOWoVRlFXPnCarKKq0mOCODdu8YrDIqIiIh4gXoI5ZQdHTJ6Oj2EjYGwUBPLiGd4yL/WZjH/w1243AajUiP4200jiQo+duZcEREREWl/CoRySmqdLgobp1tOiWhFINRMo6ZXUevkgSU7+GBLLgBXjUhiwVWDu9TwFhEREZHOpksHQqfTSX5+PtXV1cTExBAZGentkjqt3LIaAIJ8bYQHnvrF0UeGjO47XIXLbWDTrJGmtOFACb98ZytZxdXYrBbun9KXO87vcVoL9YqIiIhI2+tygbCiooLXXnuNN998k/Xr11NfX49hGFgsFpKTk5k8eTJ33HEHo0eP9napncqhUk8gTI4IPK0/4hPDA/DzsVLX4OZQafUpL1khXcPBkmr+b2k6H23LAyApPIBnbxjGyFT9zxkRERGRs0GXmlTmqaeeonv37ixcuJCJEyeyZMkStmzZwp49e1izZg0PP/wwDQ0NTJ48malTp5KRkeHtkjuNo4Ew4LTOs1ktpDVOQqNho+ZR1+Diz59ncMlTX/LRtjwsFrh2VDKf/Pw8hUERERGRs0iX6iH89ttv+eqrrxg4cGCL+8eMGcNPfvITXnzxRRYuXMiqVavo3bt3B1fZOR0q9Uwoc7qBEDzDRtPzK8gsrOLifm1dmZxtNhwo4VfvbmuaWfacHpE8cPkALTsiIiIichbqUoHwjTfeOKXj/Pz8uPPOO9u5mq7l+0NGT1drJpaprm9gT0ElgxJD8bF1qY7sLm3h6v387uPvcLkNooP9eHjaAH4wJEHXCoqIiIicpbpUIJT2cyY9hD0bJ5bZe4pLTxQ6avnR39eRUVhJt8hA3rjjHJLCT/95peMYhsHTy/bw7Bd7AbhiWCKP/nAQYacxAZGIiIiIdLwu1/VSW1vLH/7wB37961+Tl5fn7XK6jDPrITy9awh/8/4OMhrDY3ZJNQ+8v/20n1M6jmEYLPg0vSkM3j+1L89cN0xhUERERKQT6HKB8LbbbiMjI4OoqCgmTpzo7XK6hO+vQdiaHsIe0cFYLFBa7aSkqv6Ex+7Or+Dz7wqwWOCFH43AbrOwYncRO3PLW1W7tC+32+Dh/+zkpa/2AfDItAH89MJeGiIqIiIi0kl0uUC4YsUK5s6dy3333UdGRgaFhYXeLqnTa+0ahEcE+NqahnyebNjov9YeAODSQfFcNjiByQPiAXj724On/bzSvuob3Mx9ewuvrsnCYoEFVw3m1nPTvF2WiIiIiJyGLhcIL7jgAv785z/zpz/9iW7duhEbG+vtkjq91q5B+H1HJpY5USB0uQ2W7sgH4LrR3QC4dnQKAB9ty8PtNlr13NL2SqrqueWV9SzZkouP1cKTM4Zyw5hu3i5LRERERE5TlwuE//jHP+jevTsFBQUsX77c2+V0Ca1dg/D7+sR5AuGegorjHrNufzGHK+sJD7QzvmcUAON6RBHs50NxVT07cx2tfn5pG263wdvfHuTiJ1eyZl8xQb42Xrl1NFeNSPZ2aSIiIiLSCl1ultHAwEB+85vfeLuMLiWnrPUzjB7RPyEUgF15xw91n+/yDO+d1D8Oe+NSE74+Vsb3jOKzXQV8uaeQwclay84bnC43/954iJe/2se+w571BfvFh/DUtcMYkBjq5epEREREpLW6XCCUtncmM4we0S/eExq+y3NgGEaLQ09X7vYEwkv6Nx/me0HfmMZAWMSci3u3ugZpnZW7C3nso11NC82H+vsw5+JezDw3rSm4i4iIiEjn1KX+mrvzzjs5dOjQKR371ltv8frrr7dzRV1DWwwZ7RUbjN1moaK2gZzGSWq+L7u4mn2Hq/CxWji3V3Szfef3jgFgU3YZjlpnq2uQ02MYBk99tptbF35LZlEVUUG+PHB5f76Zdwl3nN9TYVBERESkC+hSPYQxMTEMHDiQc889l2nTpjFq1CgSExPx9/entLSUXbt28fXXX/Pmm2+SmJjISy+95O2SO4Wji9K3vofQ18dKr9gQvstzsCPHccxjrdzj6R0cmRpBiH/zmUxTIgPpERPEvqIqVmcc5tLBCa2uQ06NYRj8+t3tvLXBM7vrreO7M3dyH0L9tbagiIiISFfSpf4X/2OPPcaePXs499xzeeGFFzjnnHOaZhrt27cvN998M/v27eOll15i7dq1DBkyxNsln/XqGlwUOFq/BuH3DUvxXP+35WDZMftW7i4C4MK+Lc8Ke6SXcNXew2dUg5yav3yxl7c2HMRmtfB/Vw/mkR8OVBgUERER6YK6VA8hQFxcHL/97W/57W9/S2lpKdnZ2dTU1BAdHU3Pnj21YPZpyi2rBVq/BuH3DU+J4I31B9mcXdpse3V9A6sbg95F/WJaPPfcXtEs+uYAazKLz6gGObkPtuTw1LI9ADx2xaCmJUBEREREpOvpcoHw+yIiIoiIiPB2GZ3a94eLnmmYHpEaDsC2Q+U0uNz4NF6D9tWew9Q1uEmJDKBvXEiL547tEYnVAvsPV5FbVkNi+Jn1VkrLNmaVcN+/twEw67w0bhyrMCgiIiLSlXWpIaPS9o5MKJN0hsNFAXpEBxMeaKfG6WLrobKm7Z9/VwDApP7xxw2dof52hiSHAzT1Jkrb2n+4ijte3Uh9g5tJA+L49aX9vV2SiIiIiLQzBcI28sgjj2CxWJp99evX74TnvPPOO/Tr1w9/f38GDx7MJ5980kHVnrqjPYRnHgitVgvnNV4LuCLdc82gy23wRbpnQpmJA1q+fvCICY2zj365p6jF/TX1Lj7cmsvSHfm43MYZ12smO3LKueGltRRX1TMwMZQ/Xz8Mm1XDq0VERES6OgXCNjRw4EDy8vKavr7++uvjHvvNN99www03cNttt7F582amT5/O9OnT2bFjRwdWfHJtseTE913U1xMIlzeGwK8yiiipqicswM7o7pEnPPfixvUJv9xdRH2Du9m+0qp6rnxhNXe/sZk7X9vIrFc34HS5W3oYaVRWXc87Gw7yk0XfMv351eQ7aukdG8w/fzKGQN8uPZpcRERERBrpr7425OPjQ3x8/Ckd++c//5mpU6dy3333AZ4ZUpctW8Zzzz3Hiy++2J5lnpa2WJT++y7sG4uvzcp3eQ42ZZfy6jcHALh6RPJJ17UblhxOdLAvhyvr+fZASdN6hYZhcO87W0nPr2g69ov0Ql5etY+fXtirTeruKhy1Tj7elscn2/NYk1lMw/d6UqcOjOcPVw8mPNDXixWKiIiISEfq8oFw79697Nu3j+DgYPr06UN0dPTJT2qljIyMpnUPx40bx4IFC+jWreVJOdasWcPcuXObbZsyZQpLliw54XPU1dVRV1fXdN/hcADgdDpxOtt+0fZDJZ4ho/Eh9jZ5/BBfC9OGxvPuplyufXENDW4Dm9XC9aMST+nxL+wTw7835fCfLTmMSfUsY7F0ZwHL0wux2yy8d+c5fJdXwf3v7eBvX2Zy46gkgvy63o/5kX+rU22T7/IqWPztQf6zNY/qelfT9n5xwUwZGMeUgXH0jg0+rceUjne67S5dg9rdvNT25qR29zD76+9IXe8v5UaFhYVcffXVfPPNNxiGpxfEZrPx4x//mGeffZaQkJZns2ytsWPHsmjRIvr27UteXh7z58/nvPPOY8eOHS0+V35+PnFxcc22xcXFkZ+ff8LnWbBgAfPnzz9m+4oVKwgMbJtevCMa3FBQ4fkR+W7Dag5ubZvH7esGX6uN+sYRnefFufhu/Zd8dwrnxtdaABvvbzrIUA5gscAfttgACxfFu9i3aRV2A6L9bRyuaeCx15ZxfkLXvZ5w2bJlx91X3QBbii2sK7RyoPLo9YDxAQajYtwMjTSIDSiDmjIyNuwmowPqlbZxonaXrkvtbl5qe3Mye7tXV1d7uwTT6LKBcNasWdhsNlatWsXQoUNxuVxs3LiRu+++mzvvvJPXX3+9TZ/v0ksvbfp+yJAhjB07ltTUVN5++21uu+22NnueefPmNetZdDgcpKSkcNFFFxEVFdVmzwNwoLgK1q0m0NfGjB9OatM1HIePKeNfaw/SPyGEmeNTT3kCE8Mw+PyFtaTnV5Dh25NCRx3lzny6RwXy5G3j8LfbACiPOcgjH37HuvJgfj9zQpebIMXpdLJs2TImTZqE3W7HMAxyy2vZcrCczQfL2HKwnF15DpwuTxj2sVqYPCCWG8ekMKZ7hNbj7KT+t93FHNTu5qW2Nye1u8eRUXDS/rpsIFy5ciVPPvkkwcHBZGZmAhAVFcWvfvUr7rrrLrZv397UczhkyJA2f/7w8HD69OnD3r17W9wfHx9PQUFBs20FBQUnvQbRz88PPz+/Y7bb7fY2/9DIr/B01SdHBODr27bXlY3uEcPoHi0vQn8ycy7uxZzFm1n4TRYANquFZ64fTkigf9Mx141O5enP93KotIbV+0q5pH/c8R6uU2swrCxee5BXvt5PbnntMfv7xoVw1YgkrhyeRGyofwuPIJ1Re7zf5eyndjcvtb05mb3dzfzaO1qXDYQzZ87k//2//9cU+o440jMybNgwDMPAYrHgcrlaeogzUllZSWZmJjfddFOL+8eNG8fy5cu55557mrYtW7aMcePGtXktrdXWE8q0lR8MSSSvrJY/LE3HbrPwu+mDGZYS3uyYAF8b145K5uVV+3l1TVaXC4TV9Q18kWvh0adWUVxVD3h6AQckhjI8JZwRqREMT4kgJTJAvYEiIiIiclxdNhD27duXrVu3Ehoa2iwUbtq0iVtuuYXt27e36fPde++9TJs2jdTUVHJzc3n44Yex2WzccMMNANx8880kJSWxYMECAH7+859zwQUX8OSTT3L55Zfz5ptvsmHDBl566aU2retMtOUahG1t1vk9uGZkMnYfK8HHmTTmx+ek8vev9/PlniL2H64iLTqog6tsW/UNbvLKa/hoWx7/+HofJVU2oJ6UyADmXNSLHw5NIsDX5u0yRURERKQT6bKBcM2aNTzzzDM8/vjjjB07FoB169Yxb948rrvuOlJTU9v0+Q4dOsQNN9xAcXExMTExTJgwgbVr1xIT4xkWmZ2djdV6dFmF8ePHs3jxYh544AF+85vf0Lt3b5YsWcKgQYPatK4z0dZrELa1iKATD2NNjQriwj4xrNhdxKLV+5l/xdnzb3syZdX1vPXtQVZnFnPgcBWlVfVU1DU0OybKz+DeywZxzahuJ12yQ0RERESkJV02ED733HP89Kc/5dprr23aZrfbueOOO3jiiSfa/PnefPPNE+5fuXLlMdtmzJjBjBkz2ryWtnK2Dhk9HbdN6MGK3UW8vi6bm8Z1p1dsMN8eKOGJpensynUwqnskf7h6MAlhZ0/oXbojj1+9u53ymmOnW7ZZLYzsFsHVIxKw52xl2ogkhUERERERabUuGwhDQ0N57bXXeOGFF9i3bx82m42ePXu2+dIMXdnZPGT0VE3oHc3F/WL5Ir2Qm/+xjp6xwazKONy0/8s9RVzz1zV8dPeEk/Y4treaehePfbyLxeuyAc+EMDeMSWFgUhhRQb5EBvkS6m/HarXgdDr5JK+N1gEREREREdPqsoHwiNDQUIYNG+btMjqdugYXBY46oHP3EAI8esVAdudXkFNWQ255LVYLXDe6G5MHxvHIf3aSVVzNAx/s4PkbR7R7LYUVtXy4NY9CRy0JYf4MSAwjJTKArQfLeGLpbvYdrsJigTsv6MncSX3U+yciIiIi7arLB0JpndwyzxIGgb42IgI797S/yRGBfDDnXJZszsFR28C0IQn0jgsBIOZGP3743Nd8vC2PG8cc5txe0e1Wxwdbcvj1u9upcR5/VtvYED+eunYYE3q3Xx0iIiIiIkcoEEqLvj9ctCssWxAd7Mft5/U4ZvugpDBuOieVf67J4sEPdrD05+fj69P2vXLvbjzEL9/xDPEcmhzGyNRIskuq2JXrIM9RS2JYAD8clshdF/Yk1L9zB3ARERER6TwUCKVFXWFCmVM1d3JfPt6ex76iKl5etY/ZF/U67cfYV1TJx9vy8LNb+eHQJOLDji4C/8n2PO77tycM3jwulYenDcRmPRqyj6yHKSIiIiLS0RQIpUU5Z/mSE20pLMDOby/vzy/e2sqzyzO4oE8Mg5LCTvn8pTvyuPuNzThdnvUu//jf3fz4nFR+NDaVDQdKeGDJDtwGXDsqmUemDcRqbR7+FAZFRERExFsUCKVFXWGG0dMxfVgSH2zJZeXuIm58eS0zRqXgY7NQ3+AmLTqI6cOTWhzKua+okp+/uQWny+CcHpE0uAw2ZJWycPUBFq4+0HTcD4cmsuCqIceEQRERERERb1IglBYdNNGQUfD00v35uuHMXLSeTdll/OPr/c32/+m/u3nxxyMZ/71JZ1xug/v/vY26BjcTekXzz5+MwWa1sCqjiOdX7OXbA6VEBfky89w07ji/R7NhoiIiIiIiZwMFQmnRwRJz9RAChAXaeev/jeOT7XlsyirFx2bFx2rhi/RCMgoruXXRt/z95lGc3ycGgEXfHGBDVilBvjb+75ohTYHvvN4xnNc7RtcGioiIiMhZT4FQjlFT76KwwrMGYWpkkJer6Vh2m5UrhiVxxbCkpm1zJ/dhzuLNLNtVwF2vbeSt/zcOt2Hwf5+mA/Cby/uTFH5scFYYFBEREZGznQKhHCO7sXcwLMBOWCdfg7At+PnYeP7GEcxctJ7Ve4u5/qW1WIB6l5uJ/eO4cUw3b5coIiIiItIqbb/gmnR6RwJht0hzXD94Knx9rPz1xyMZlhJOZV0DFXUNDEwM5clrh6onUEREREQ6LfUQyjGyiqsA6BalQPh9of523rlzHF/vPYyzwc0FfWPw87F5uywRERERkVZTIJRjHFQP4XHZbVYu6hvr7TJERERERNqEhozKMbIaA2GqAqGIiIiISJemQCjHaLqGUENGRURERES6NAVCacblNjhU4lmUXkNGRURERES6NgVCaSbfUUu9y43dZiEhzDyL0ouIiIiImJECoTSTXewZLpocEYjNquUURERERES6MgVCaSa7pHHJCQ0XFRERERHp8hQIpRktSi8iIiIiYh4KhNJMVuOQ0VTNMCoiIiIi0uUpELaRBQsWMHr0aEJCQoiNjWX69Ons3r37hOcsWrQIi8XS7Mvf37+DKm7ZkR7CFPUQioiIiIh0eQqEbeTLL79k9uzZrF27lmXLluF0Opk8eTJVVVUnPC80NJS8vLymr6ysrA6q+FiGYbCvyFNvz5ggr9UhIiIiIiIdw8fbBXQVS5cubXZ/0aJFxMbGsnHjRs4///zjnmexWIiPj2/v8k5JgaOOyroGfKwWUqMUCEVEREREujr1ELaT8vJyACIjI094XGVlJampqaSkpHDFFVewc+fOjiivRXsLKwHoFhWI3aYfDRERERGRrk49hO3A7XZzzz33cO655zJo0KDjHte3b19eeeUVhgwZQnl5OX/6058YP348O3fuJDk5ucVz6urqqKura7rvcDgAcDqdOJ3OM6p7T74nxPaICjzjx5L2daR91E7monY3J7W7eantzUnt7mH219+RLIZhGN4uoqu56667+PTTT/n666+PG+xa4nQ66d+/PzfccAOPPfZYi8c88sgjzJ8//5jtixcvJjDwzCaCeWefla8LrExMdDMt1X1GjyUiIiIi0lrV1dXceOONlJeXExoa6u1yujQFwjY2Z84cPvjgA7766ivS0tJO+/wZM2bg4+PDG2+80eL+lnoIU1JSyMvLIyoqqtV1A9y8cANr9pXwf1cN5KrhSWf0WNK+nE4ny5YtY9KkSdjtdm+XIx1E7W5OanfzUtubk9rdw+FwEB0drUDYATRktI0YhsHdd9/N+++/z8qVK1sVBl0uF9u3b+eyyy477jF+fn74+fkds91ut5/xh0Zm4wyjfRPCTf0B1Jm0RbtL56N2Nye1u3mp7c3J7O1u5tfe0RQI28js2bNZvHgxH3zwASEhIeTn5wMQFhZGQEAAADfffDNJSUksWLAAgEcffZRzzjmHXr16UVZWxh//+EeysrK4/fbbO7x+R62TwgpPz2MPLTkhIiIiImIKCoRt5K9//SsAF154YbPtCxcu5NZbbwUgOzsbq/Xo7J2lpaXMmjWL/Px8IiIiGDlyJN988w0DBgzoqLKbZDbOMBoX6keov/6PjIiIiIiIGSgQtpFTuRRz5cqVze4//fTTPP300+1U0enJbFqQPtjLlYiIiIiISEfRYnMCHF2DUIFQRERERMQ8FAgFgMwiTyDsFatAKCIiIiJiFgqEAsDu/ApAgVBERERExEwUCIXyaifZJdUADEzUOi8iIiIiImahQCjsyC0HICUygPBAXy9XIyIiIiIiHUWBUNiR4wmEg5PCvFyJiIiIiIh0JAVCYXtjIBykQCgiIiIiYioKhKIeQhERERERk1IgNDlHrZMDxZ4JZQYlKhCKiIiIiJiJAqHJ7cxxAJAUHkBEkCaUERERERExEwVCk9NwURERERER81IgNLkjE8oMTlYgFBERERExGwVCEzMMg41ZpQAMUSAUERERETEdBUIT23e4ipyyGnxtVkalRnq7HBERERER6WAKhCa2ak8RAKPTIgjwtXm5GhERERER6WgKhCb29d7DAEzoFePlSkRERERExBsUCE2qvsHNmsxiAM7rHe3lakRERERExBsUCE1qc3YpVfUuooJ8GZAQ6u1yRERERETECxQITWpVhme46Lm9orFaLV6uRkREREREvEGB0KSWpxcCMEHDRUVERERETEuB0IS+y3PwXZ4Du83CpP5x3i5HRERERES8RIHQhN7bdAiAS/rFERHk6+VqRERERETEWxQITaai1smb3x4E4JqRyV6uRkREREREvEmBsI09//zzdO/eHX9/f8aOHcv69etPePw777xDv3798Pf3Z/DgwXzyySftWt/C1QeoqG2gV2wwF/eLbdfnEhERERGRs5sCYRt66623mDt3Lg8//DCbNm1i6NChTJkyhcLCwhaP/+abb7jhhhu47bbb2Lx5M9OnT2f69Ons2LGjXepbkV7IM5/vAWD2RT01u6iIiIiIiMkpELahp556ilmzZjFz5kwGDBjAiy++SGBgIK+88kqLx//5z39m6tSp3HffffTv35/HHnuMESNG8Nxzz7V5bTtzy5mzeBNuwzNUdPqwpDZ/DhERERER6Vx8vF1AV1FfX8/GjRuZN29e0zar1crEiRNZs2ZNi+esWbOGuXPnNts2ZcoUlixZctznqauro66urum+w+EA4O43tmAPCMZtGLgNGm8bv3cbfJdfQXW9i/E9Ipn/g340NDScwasVb3M6nc1uxRzU7uakdjcvtb05qd09zP76O5ICYRs5fPgwLpeLuLjmyzjExcWRnp7e4jn5+fktHp+fn3/c51mwYAHz588/ZvvXmSVY/WpPWGNSoMG0qEI+/2zpCY+TzmPZsmXeLkG8QO1uTmp381Lbm5PZ2726utrbJZiGAmEnM2/evGa9ig6Hg5SUFB64tBchYRHYLBasFrBaLViPfG+xEBrgw+jUCHxsGiXcFTidTpYtW8akSZOw2+3eLkc6iNrdnNTu5qW2Nye1u8eRUXDS/hQI20h0dDQ2m42CgoJm2wsKCoiPj2/xnPj4+NM6HsDPzw8/P79jtl89shtRUVGtqFw6M7vdbupfFmaldjcntbt5qe3NyeztbubX3tHUXdRGfH19GTlyJMuXL2/a5na7Wb58OePGjWvxnHHjxjU7HjzDA453vIiIiIiISFtSD2Ebmjt3LrfccgujRo1izJgxPPPMM1RVVTFz5kwAbr75ZpKSkliwYAEAP//5z7ngggt48sknufzyy3nzzTfZsGEDL730kjdfhoiIiIiImIQCYRu67rrrKCoq4qGHHiI/P59hw4axdOnSpoljsrOzsVqPdsqOHz+exYsX88ADD/Cb3/yG3r17s2TJEgYNGuStlyAiIiIiIiaiQNjG5syZw5w5c1rct3LlymO2zZgxgxkzZrRzVSIiIiIiIsdSIOzkDMMAoKKiQhffmojT6aS6uhqHw6F2NxG1uzmp3c1LbW9OanePI7OMHvlbV9qPAmEnV1xcDEBaWpqXKxERERERaVsVFRWEhYV5u4wuTYGwk4uMjAQ81yfqzWIeR9afPHjwIKGhod4uRzqI2t2c1O7mpbY3J7W7h2EYVFRUkJiY6O1SujwFwk7uyCQ1YWFhpv7QMKvQ0FC1uwmp3c1J7W5eantzUrujzo4OonUIRURERERETEqBUERERERExKQUCDs5Pz8/Hn74Yfz8/LxdinQgtbs5qd3NSe1uXmp7c1K7S0ezGJrLVURERERExJTUQygiIiIiImJSCoQiIiIiIiImpUAoIiIiIiJiUgqEIiIiIiIiJqVA2Ik9//zzdO/eHX9/f8aOHcv69eu9XZK0o0ceeQSLxdLsq1+/ft4uS9rBV199xbRp00hMTMRisbBkyZJm+w3D4KGHHiIhIYGAgAAmTpxIRkaGd4qVNnOydr/11luP+QyYOnWqd4qVNrNgwQJGjx5NSEgIsbGxTJ8+nd27dzc7pra2ltmzZxMVFUVwcDBXX301BQUFXqpY2sKptPuFF154zHv+zjvv9FLF0pUpEHZSb731FnPnzuXhhx9m06ZNDB06lClTplBYWOjt0qQdDRw4kLy8vKavr7/+2tslSTuoqqpi6NChPP/88y3uf+KJJ3j22Wd58cUXWbduHUFBQUyZMoXa2toOrlTa0snaHWDq1KnNPgPeeOONDqxQ2sOXX37J7NmzWbt2LcuWLcPpdDJ58mSqqqqajvnFL37Bhx9+yDvvvMOXX35Jbm4uV111lRerljN1Ku0OMGvWrGbv+SeeeMJLFUtXpmUnOqmxY8cyevRonnvuOQDcbjcpKSncfffd/PrXv/ZyddIeHnnkEZYsWcKWLVu8XYp0IIvFwvvvv8/06dMBT+9gYmIiv/zlL7n33nsBKC8vJy4ujkWLFnH99dd7sVppK//b7uDpISwrKzum51C6lqKiImJjY/nyyy85//zzKS8vJyYmhsWLF3PNNdcAkJ6eTv/+/VmzZg3nnHOOlyuWtvC/7Q6eHsJhw4bxzDPPeLc46fLUQ9gJ1dfXs3HjRiZOnNi0zWq1MnHiRNasWePFyqS9ZWRkkJiYSI8ePfjRj35Edna2t0uSDrZ//37y8/Obvf/DwsIYO3as3v8msHLlSmJjY+nbty933XUXxcXF3i5J2lh5eTkAkZGRAGzcuBGn09nsPd+vXz+6deum93wX8r/tfsTrr79OdHQ0gwYNYt68eVRXV3ujPOnifLxdgJy+w4cP43K5iIuLa7Y9Li6O9PR0L1Ul7W3s2LEsWrSIvn37kpeXx/z58znvvPPYsWMHISEh3i5POkh+fj5Ai+//I/uka5o6dSpXXXUVaWlpZGZm8pvf/IZLL72UNWvWYLPZvF2etAG3280999zDueeey6BBgwDPe97X15fw8PBmx+o933W01O4AN954I6mpqSQmJrJt2zZ+9atfsXv3bt577z0vVitdkQKhSCdx6aWXNn0/ZMgQxo4dS2pqKm+//Ta33XabFysTkY7w/eHAgwcPZsiQIfTs2ZOVK1dyySWXeLEyaSuzZ89mx44duj7cZI7X7nfccUfT94MHDyYhIYFLLrmEzMxMevbs2dFlShemIaOdUHR0NDab7ZgZxgoKCoiPj/dSVdLRwsPD6dOnD3v37vV2KdKBjrzH9f6XHj16EB0drc+ALmLOnDl89NFHrFixguTk5Kbt8fHx1NfXU1ZW1ux4vee7huO1e0vGjh0LoPe8tDkFwk7I19eXkSNHsnz58qZtbreb5cuXM27cOC9WJh2psrKSzMxMEhISvF2KdKC0tDTi4+Obvf8dDgfr1q3T+99kDh06RHFxsT4DOjnDMJgzZw7vv/8+X3zxBWlpac32jxw5Ervd3uw9v3v3brKzs/We78RO1u4tOTKpnN7z0tY0ZLSTmjt3LrfccgujRo1izJgxPPPMM1RVVTFz5kxvlybt5N5772XatGmkpqaSm5vLww8/jM1m44YbbvB2adLGKisrm/0f4P3797NlyxYiIyPp1q0b99xzD7/73e/o3bs3aWlpPPjggyQmJjabkVI6nxO1e2RkJPPnz+fqq68mPj6ezMxM7r//fnr16sWUKVO8WLWcqdmzZ7N48WI++OADQkJCmq4LDAsLIyAggLCwMG677Tbmzp1LZGQkoaGh3H333YwbN04zjHZiJ2v3zMxMFi9ezGWXXUZUVBTbtm3jF7/4Beeffz5DhgzxcvXS5RjSaf3lL38xunXrZvj6+hpjxowx1q5d6+2SpB1dd911RkJCguHr62skJSUZ1113nbF3715vlyXtYMWKFQZwzNctt9xiGIZhuN1u48EHHzTi4uIMPz8/45JLLjF2797t3aLljJ2o3aurq43JkycbMTExht1uN1JTU41Zs2YZ+fn53i5bzlBLbQ4YCxcubDqmpqbG+OlPf2pEREQYgYGBxpVXXmnk5eV5r2g5Yydr9+zsbOP88883IiMjDT8/P6NXr17GfffdZ5SXl3u3cOmStA6hiIiIiIiISekaQhEREREREZNSIBQRERERETEpBUIRERERERGTUiAUERERERExKQVCERERERERk1IgFBERERERMSkFQhEREREREZNSIBQRERERETEpBUIREenSbr31VqZPn+6157/pppt4/PHHT+nY66+/nieffLKdKxIRETnKYhiG4e0iREREWsNisZxw/8MPP8wvfvELDMMgPDy8Y4r6nq1bt3LxxReTlZVFcHDwSY/fsWMH559/Pvv37ycsLKwDKhQREbNTIBQRkU4rPz+/6fu33nqLhx56iN27dzdtCw4OPqUg1l5uv/12fHx8ePHFF0/5nNGjR3Prrbcye/bsdqxMRETEQ0NGRUSk04qPj2/6CgsLw2KxNNsWHBx8zJDRCy+8kLvvvpt77rmHiIgI4uLiePnll6mqqmLmzJmEhITQq1cvPv3002bPtWPHDi699FKCg4OJi4vjpptu4vDhw8etzeVy8e9//5tp06Y12/7CCy/Qu3dv/P39iYuL45prrmm2f9q0abz55ptn/o8jIiJyChQIRUTEdP75z38SHR3N+vXrufvuu7nrrruYMWMG48ePZ9OmTUyePJmbbrqJ6upqAMrKyrj44osZPnw4GzZsYOnSpRQUFHDttdce9zm2bdtGeXk5o0aNatq2YcMGfvazn/Hoo4+ye/duli5dyvnnn9/svDFjxrB+/Xrq6ura58WLiIh8jwKhiIiYztChQ3nggQfo3bs38+bNw9/fn+joaGbNmkXv3r156KGHKC4uZtu2bQA899xzDB8+nMcff5x+/foxfPhwXnnlFVasWMGePXtafI6srCxsNhuxsbFN27KzswkKCuIHP/gBqampDB8+nJ/97GfNzktMTKS+vr7ZcFgREZH2okAoIiKmM2TIkKbvbTYbUVFRDB48uGlbXFwcAIWFhYBncpgVK1Y0XZMYHBxMv379AMjMzGzxOWpqavDz82s28c2kSZNITU2lR48e3HTTTbz++utNvZBHBAQEAByzXUREpD0oEIqIiOnY7fZm9y0WS7NtR0Kc2+0GoLKykmnTprFly5ZmXxkZGccM+TwiOjqa6upq6uvrm7aFhISwadMm3njjDRISEnjooYcYOnQoZWVlTceUlJQAEBMT0yavVURE5EQUCEVERE5ixIgR7Ny5k+7du9OrV69mX0FBQS2eM2zYMAB27drVbLuPjw8TJ07kiSeeYNu2bRw4cIAvvviiaf+OHTtITk4mOjq63V6PiIjIEQqEIiIiJzF79mxKSkq44YYb+Pbbb8nMzOS///0vM2fOxOVytXhOTEwMI0aM4Ouvv27a9tFHH/Hss8+yZcsWsrKyePXVV3G73fTt27fpmFWrVjF58uR2f00iIiKgQCgiInJSiYmJrF69GpfLxeTJkxk8eDD33HMP4eHhWK3H/1V6++238/rrrzfdDw8P57333uPiiy+mf//+vPjii7zxxhsMHDgQgNraWpYsWcKsWbPa/TWJiIiAFqYXERFpNzU1NfTt25e33nqLcePGnfT4v/71r7z//vt89tlnHVCdiIiIeghFRETaTUBAAK+++uoJF7D/Prvdzl/+8pd2rkpEROQo9RCKiIiIiIiYlHoIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSkFAhFRERERERMSoFQRERERETEpBQIRURERERETEqBUERERERExKQUCEVERERERExKgVBERERERMSk/j/cm++iVXw+kQAAAABJRU5ErkJggg==", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -923,18 +1211,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "444337af38ed485aba27e6d2776e175a", + "model_id": "dc6be317afa54536910fd5ab45ba65cd", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -958,18 +1246,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ae1e9e80fc9045599e7e02dc2a4f7557", + "model_id": "084a52416dea4a82b745344654bd7fa4", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -983,18 +1271,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "2ae586e25d8c4c8ea1d00e8ee172b23f", + "model_id": "d51541aa49de4018a0d705413bba814d", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -1018,18 +1306,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5b2dd56f3377489a9f4334e27d68a2a4", + "model_id": "f80196fc28cd45c4a07a8fa0c4d48d82", "version_major": 2, "version_minor": 0 }, - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA4QAAAOECAYAAAD5Tv87AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3gU1dvG8e/spveQhIRQQhWQ3ovSpHcURBSBAGIBVET9iY0iAoJgw4JYABFsINgoAoIURZp0QUB6J5Ded+f9I2RfloSmwAJ7f65rL7Jnzpx5ZnIy7LNn5oxhmqaJiIiIiIiIuB2LqwMQERERERER11BCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCJygxk+fDiGYbhs+7GxsRQvXtxl2xcREZHrRwmhiMh1MHXqVAzDYN26dU7lCQkJ1K5dGx8fHxYsWHDd4jly5AjDhw9n48aN13Q7sbGxGIaR78vHx+eabvtGcfz4cZ555hnKlSuHn58f/v7+1KhRg1dffZX4+HhXh3fTmzdvHsOHD3d1GCIiNy0PVwcgIuKuEhMTadGiBZs3b2bOnDm0atUKgJdeeokhQ4Zc020fOXKEESNGULx4capWreq07KOPPsJut1+1bXl7e/Pxxx/nKbdarVdtGzeqtWvX0qZNG5KTk3nwwQepUaMGAOvWreO1115j+fLl/Pzzzy6O8uY2b9483nvvPSWFIiL/khJCEREXSEpKomXLlmzcuJFvv/2W1q1bO5Z5eHjg4eG607Onp+dVbc/Dw4MHH3zwqrb5b6WkpODv739dthUfH8/dd9+N1Wrlzz//pFy5ck7LR40axUcffXRdYhEREbkQXTIqInKdJScn06pVKzZs2MDs2bNp27at0/L87iE0DIOBAwcyd+5cKlasiLe3NxUqVMj3MtPDhw/Tp08fIiMjHfU+/fRTx/Jly5ZRq1YtAHr37u24hHPq1KlA/vcQ2u123n77bSpVqoSPjw8RERG0atUqzyWw/1buJbWrVq1i8ODBRERE4O/vz913383Jkyfz1J8/fz4NGjTA39+fwMBA2rZty7Zt25zqxMbGEhAQwJ49e2jTpg2BgYF0794dgLS0NJ544gnCw8MJDAykQ4cOHD58GMMwHCNNS5cuxTAM5syZk2f7M2fOxDAMfv/99wvu04cffsjhw4d544038iSDAJGRkbz00ktOZe+//z4VKlTA29ub6OhoBgwYkOey0saNG1OxYkU2b95Mo0aN8PPzo3Tp0syaNQuAX3/9lTp16uDr60vZsmVZvHix0/q5/WvHjh107dqVoKAgwsLCePLJJ0lPT3eqm52dzciRIylVqhTe3t4UL16cF154gYyMDKd6xYsXp127dqxcudJxCXTJkiX57LPP8ux3fHw8gwYNomjRonh7e1O6dGnGjh3rNCq9b98+DMNg/PjxTJ482bH9WrVqsXbtWke92NhY3nvvPQCny5Fzffnll9SoUYPAwECCgoKoVKkSb7/9dp6YRETcmRJCEZHrKCUlhdatW7N27Vq++eYb2rVrd9nrrly5kv79+9OtWzfGjRtHeno6nTt3Ji4uzlHn+PHj1K1bl8WLFzNw4EDefvttSpcuTd++fXnrrbcAKF++PK+88goADz/8MNOnT2f69Ok0bNjwgtvu27ev40P82LFjGTJkCD4+PqxevfqyYj916lSeV2JiYp56jz/+OJs2bWLYsGE89thj/PDDDwwcONCpzvTp02nbti0BAQGMHTuWl19+me3bt3PnnXeyb98+p7rZ2dm0bNmSggULMn78eDp37gzkJBITJ06kTZs2jB07Fl9f3zyJeePGjSlatCgzZszIE+eMGTMoVaoU9erVu+A+f//99/j6+tKlS5fLOkbDhw9nwIABREdHM2HCBDp37syHH35IixYtyMrKcqp75swZ2rVrR506dRg3bhze3t5069aNr776im7dutGmTRtee+01UlJS6NKlC0lJSXm217VrV9LT0xkzZgxt2rThnXfe4eGHH3aq89BDDzF06FCqV6/Om2++SaNGjRgzZgzdunXL097u3bvp0qULzZs3Z8KECYSGhhIbG+uUqKemptKoUSM+//xzevbsyTvvvMMdd9zB888/z+DBg/O0OXPmTF5//XUeeeQRXn31Vfbt28c999zjOB6PPPIIzZs3B3D04+nTpwOwaNEi7r//fkJDQxk7diyvvfYajRs3ZtWqVZf1+xARcRumiIhcc1OmTDEBMyYmxvT09DTnzp17wbrDhg0zzz89A6aXl5e5e/duR9mmTZtMwJw4caKjrG/fvmahQoXMU6dOOa3frVs3Mzg42ExNTTVN0zTXrl1rAuaUKVPybL9Xr15mTEyM4/0vv/xiAuYTTzyRp67dbr/ofvfq1csE8n21bNnSUS/3+DRr1sypzaeeesq0Wq1mfHy8aZqmmZSUZIaEhJj9+vVz2s6xY8fM4OBgp/LcbQ8ZMsSp7vr1603AHDRokFN5bGysCZjDhg1zlD3//POmt7e3Y/umaZonTpwwPTw8nOrlJzQ01KxSpcpF65zbppeXl9miRQvTZrM5yt99910TMD/99FNHWaNGjUzAnDlzpqNsx44dJmBaLBZz9erVjvKFCxfm+T3n9q8OHTo4xdC/f38TMDdt2mSapmlu3LjRBMyHHnrIqd4zzzxjAuYvv/ziKIuJiTEBc/ny5U775O3tbT799NOOspEjR5r+/v7m33//7dTmkCFDTKvVah44cMA0TdPcu3evCZhhYWHm6dOnHfW+++47EzB/+OEHR9mAAQPy/L2Ypmk++eSTZlBQkJmdnZ1nmYiI/D+NEIqIXEfHjx/Hx8eHokWLXvG6zZo1o1SpUo73lStXJigoiH/++QcA0zSZPXs27du3xzRNp9G4li1bkpCQwIYNG654u7Nnz8YwDIYNG5Zn2eU8HsPHx4dFixbleb322mt56j788MNObTZo0ACbzcb+/fuBnFGf+Ph47r//fqf9s1qt1KlTh6VLl+Zp87HHHnN6n3uZbf/+/Z3KH3/88Tzr9uzZk4yMDMflmABfffUV2dnZl7wvMjExkcDAwIvWybV48WIyMzMZNGgQFsv//9fcr18/goKC+Omnn5zqBwQEOI3SlS1blpCQEMqXL0+dOnUc5bk/5/aRcw0YMMDpfe7+z5s3z+nf80funn76aYA8Md1+++00aNDA8T4iIoKyZcs6bfubb76hQYMGhIaGOv3+mjVrhs1mY/ny5U5t3nfffYSGhjre57af3/6cLyQkhJSUFBYtWnTJuiIi7kyTytwili9fzuuvv8769es5evQoc+bMoVOnTpe9/r59+yhRokSe8t9//526detexUhF3NuHH37I4MGDadWqFStWrKBs2bKXvW6xYsXylIWGhnLmzBkATp48SXx8PJMnT2by5Mn5tnHixIkrjnnPnj1ER0dToECBK14XcmYTbdas2WXVPX8fc5OB3H3ctWsXAHfddVe+6wcFBTm99/DwoEiRIk5l+/fvx2Kx5DnnlS5dOk975cqVo1atWsyYMYO+ffsCOZeL1q1bN9/658eS36Wa+clNeM/vD15eXpQsWdKxPFeRIkXyJOPBwcF5vmgIDg4G/v/4natMmTJO70uVKoXFYnFcdpt7nM7fz6ioKEJCQvLEdKn+CTm/v82bNxMREZGnLuTtn5fqDxfTv39/vv76a1q3bk3hwoVp0aIFXbt2dczmKyIiOZQQ3iJSUlKoUqUKffr04Z577vnX7SxevJgKFSo43oeFhV2N8ETkrNtvv5158+bRtGlTmjdvzqpVqy57tPBCj2kwTRPAMSnHgw8+SK9evfKtW7ly5X8R9fVzufs4ffp0oqKi8tQ7f3ZWb29vpxG3f6Nnz548+eSTHDp0iIyMDFavXs277757yfXKlSvHxo0byczMxMvL6z/FcL4LHadLHb+LudBo7+WMAl/utu12O82bN+d///tfvnVvu+22K27zQgoWLMjGjRtZuHAh8+fPZ/78+UyZMoWePXsybdq0S64vIuIulBDeIlq3bu00bf35MjIyePHFF/niiy+Ij4+nYsWKjB07lsaNGzvVCwsLy/dDlohcPbVr12bu3Lm0bduW5s2bs2LFiguOmFyJiIgIAgMDsdlslxyRu9wP+ZAzcrRw4UJOnz79r0cJr5bcS2YLFix42aOO54uJicFut7N3716nUbLdu3fnW79bt24MHjyYL774grS0NDw9PbnvvvsuuZ327dvz+++/M3v2bO6///5LxgSwc+dOSpYs6SjPzMxk7969/3pfL2bXrl1Oo6S7d+/Gbrc7ZpjNPU67du2ifPnyjnrHjx8nPj7eEfOVKFWqFMnJyVd1fy7Wl728vGjfvj3t27fHbrfTv39/PvzwQ15++eVLjvCKiLgL3UPoJgYOHMjvv//Ol19+yebNm7n33ntp1aqV4/KrXB06dKBgwYLceeedfP/99y6KVuTW17RpU7744gt2795Nq1at8p1x80pZrVY6d+7M7Nmz2bp1a57l5z6+IfdZfOc/0iA/nTt3xjRNRowYkWfZ5YzUXE0tW7YkKCiI0aNH55l5E8j3ERX5tQE5j3g418SJE/OtHx4eTuvWrfn888+ZMWMGrVq1Ijw8/JLbefTRRylUqBBPP/00f//9d57lJ06c4NVXXwVy7g/18vLinXfecTqmn3zyCQkJCXlmQL0ach/XkCt3/3O/XGzTpg2AY3baXG+88QbAv4qpa9eu/P777yxcuDDPsvj4eLKzs6+4zQv15XNn3wWwWCyOEfLzH5shIuLONELoBg4cOMCUKVM4cOAA0dHRADzzzDMsWLCAKVOmMHr0aAICApgwYQJ33HEHFouF2bNn06lTJ+bOnUuHDh1cvAcit6a7776bjz76iD59+tChQwcWLFiAj4/Pf2rztddeY+nSpdSpU4d+/fpx++23c/r0aTZs2MDixYs5ffo0kDNSExISwqRJkwgMDMTf3586derkey9xkyZN6NGjB++88w67du2iVatW2O12VqxYQZMmTfI8FuJ82dnZfP755xc8BlfyoPigoCA++OADevToQfXq1enWrRsREREcOHCAn376iTvuuOOSl3PWqFGDzp0789ZbbxEXF0fdunX59ddfHUlbfiNOPXv2dDw+YuTIkZcVa2hoKHPmzKFNmzZUrVqVBx98kBo1agCwYcMGvvjiC8djKyIiInj++ecZMWIErVq1okOHDuzcuZP333+fWrVqXXICm39j7969dOjQgVatWvH777/z+eef88ADD1ClShUAqlSpQq9evZg8eTLx8fE0atSINWvWMG3aNDp16kSTJk2ueJvPPvss33//Pe3atSM2NpYaNWqQkpLCli1bmDVrFvv27busZPtcucf0iSeeoGXLllitVrp168ZDDz3E6dOnueuuuyhSpAj79+9n4sSJVK1a1WnEU0TE7blqelO5dgBzzpw5jvc//vijCZj+/v5OLw8PD7Nr164XbKdHjx7mnXfeeR0iFrn15T5WYe3atXmWjR8/3gTMdu3amVlZWRd87MSAAQPyrBsTE2P26tXLqez48ePmgAEDzKJFi5qenp5mVFSU2bRpU3Py5MlO9b777jvz9ttvNz08PJweTXD+YydM0zSzs7PN119/3SxXrpzp5eVlRkREmK1btzbXr19/0f2+2GMnAHPv3r0XPT5Lly41AXPp0qV5ylu2bGkGBwebPj4+ZqlSpczY2Fhz3bp1Ttv29/fPN66UlBRzwIABZoECBcyAgACzU6dO5s6dO03AfO211/LUz8jIMENDQ83g4GAzLS3tovt8viNHjphPPfWUedttt5k+Pj6mn5+fWaNGDXPUqFFmQkKCU913333XLFeunOnp6WlGRkaajz32mHnmzBmnOo0aNTIrVKiQZzsxMTFm27Zt85Sf33dy+9f27dvNLl26mIGBgWZoaKg5cODAPPuWlZVljhgxwixRooTp6elpFi1a1Hz++efN9PT0y9p2o0aNzEaNGjmVJSUlmc8//7xZunRp08vLywwPDzfr169vjh8/3szMzDRN8/8fO/H666/nuz/nPvIjOzvbfPzxx82IiAjTMAzH386sWbPMFi1amAULFjS9vLzMYsWKmY888oh59OjRPG2KiLgzwzSv8/U+cs0ZhuE0y+hXX31F9+7d2bZtW54b9AMCAi54z+B7773Hq6++ytGjR691yCIiLrdx40aqVavG559/Tvfu3Z2WZWdnEx0dTfv27fnkk09cFOHVMXz4cEaMGMHJkyeveDRORERuPbpk1A1Uq1YNm83GiRMnnJ4RdSkbN26kUKFC1zAyERHXSEtLw9fX16nsrbfewmKx0LBhwzz1586dy8mTJ+nZs+f1ClFEROS6UEJ4i0hOTnaaIW/v3r1s3LiRAgUKcNttt9G9e3d69uzJhAkTqFatGidPnmTJkiVUrlyZtm3bMm3aNLy8vKhWrRoA3377LZ9++ikff/yxq3ZJROSaGTduHOvXr6dJkyZ4eHg4Hkvw8MMPOz0G5I8//mDz5s2MHDmSatWq0ahRIxdGLSIicvUpIbxFrFu3zukG/8GDBwPQq1cvpk6dypQpU3j11Vd5+umnOXz4MOHh4dStW5d27do51hk5ciT79+/Hw8ODcuXK8dVXXzkmURARuZXUr1+fRYsWMXLkSJKTkylWrBjDhw/nxRdfdKr3wQcf8Pnnn1O1alWmTp3qmmBFRESuId1DKCIiIiIi4qb0HEIRERERERE3pYRQRERERETETekewpuc3W7nyJEjBAYG5vswZRERERGRm41pmiQlJREdHY3FojGsa0kJ4U3uyJEjTjPiiYiIiIjcKg4ePEiRIkVcHcYtTQnhTS4wMBDIecxEgQIFXByN3AiysrL4+eefadGiBZ6enq4OR24Q6hdyPvUJyY/6hZzPVX0iMTGRokWLOj7ryrWjhPAml3uZaGBgIEFBQS6ORm4EWVlZ+Pn5ERQUpP/MxUH9Qs6nPiH5Ub+Q87m6T+iWqGtPCaHIBWw7fpDvdqxkz5n9pGWn4mHxIsQ7mJjgaMpFxNC4eCX8vb1dHaaIiIiIyL+mhFDkPD/8tZYxq8eTZNmed2EScArYA+ZvVnzMYhT1K0ebUk3pXrUxfp5KEEVERETk5qGEUOQsu93O/36ezIKjkzAsNkzTwMtehAiv4vh6+JNtzyI5K4Fk2ykyOIFhTSWDvezO2Ms72+fzzhZfor1qElvpPu6r1EAzYomIiIjIDU8JoQg5yeADs4exLXUuhgVCqMqbzYZRs0jpC9Zfe2gPC/f8we9H/uBQxjqwJnPEtoLRG1cwbl0h2sbczwuNHtCooYiIXBa73U5mZqZLY8jKysLDw4P09HRsNptLY5Ebw7XqE56enlit1qvWnvx7SghFgGcWfsC21LkA1A5+kI86PHvRET6LxUKdYmWoU6wM8CCZ2dl8vXUFM7bN5mDmb2R7HOW7w2/w/WdTaV64G0Mb9yLYx+/67IyIiNx0MjMz2bt3L3a73aVxmKZJVFQUBw8e1GQeAlzbPhESEkJUVJT6mospIRS3N2vLKn4+/hGGAXVCHuTjjs9dcRteHh48WLUJD1ZtwpHE04xY9im/nZqN6XGan4+/z88zP6dBRBdGNn2IMD9NnywiIv/PNE2OHj2K1WqlaNGiLr3lwG63k5ycTEBAgG59EODa9AnTNElNTeXEiRMAFCpU6Kq0K/+OEkJxa4cSTvPKmiEYHjbCqMnk9s/+5zajgwrwYYdnOJP6KMOWTmHZ8a8wrQmsOP0pjb/8iloFOvLqXY8QHaTnRoqICGRnZ5Oamkp0dDR+fq69miT3slUfHx8lhAJcuz7h6+sLwIkTJyhYsKAuH3Uh/aWLW+s/71VMj3gs2RF8ec8bV/VEF+oXwDttH2dV90W0iXoCS3YYWFNYmzCTlrNa8sCs4fxz+vhV256IiNyccu/L8vLycnEkItdX7hcgWVlZLo7EvSkhFLc1d/tq/slYDMCgqs8TFRh6TbYT6O3L2Jb9+KPnz3Qp+j88sqPAms6WlNl0+K41nb8awsaj+67JtkVE5Oah+6jE3ajP3xiUEIpbyszOZuTqVzEMkyhLfXrXaH7Nt+nj6cWwu3qwNnYBPUsOw8tWDMOSxd/pP/Hgwo40m/4wP/y15prHISIicr00btyYQYMGXfPt7Nu3D8Mw2Lhx4zXflsitRgmhuKUhiz4i07ofbD5MbPXydd22h9XKsw26sDb2B/qXH4u/vRyGYee4/XdeWNOXulPu5b3VP7h8pjkREZGLiY2NpVOnTk5ls2bNwsfHhwkTJgDw7bffMnLkyGu+3aJFi3L06FEqVqz4r9rMTSjze61evfoqRC1y41JCKG5n58kjLDr6KQBNC8VSLqKIS+KwWCw8VrsNq3t/w+janxJlqY9pWkix7GDSzheoMaUlL/z8CUkZaS6JT0RE5Ep8/PHHdO/enQ8++ICnn34agAIFChAYeO1n17ZarURFReHh8d/mS1y8eDFHjx51etWoUeMqRZmXaZpkZ2dfs/ZFLocSQnE7jy94BazpeNmKMq75I64OB4D25WuxqMeHTG8xl7K+7TDt3mR7HOOHo29Rf0ZT+swdw77TJ1wdpoiISL7GjRvH448/zpdffknv3r0d5edfMlq8eHFGjx5Nnz59CAwMpFixYkyePNmprYMHD9K1a1dCQkIoUKAAHTt2ZN++fQAMHz6cadOm8d133zlG8JYtW5bvJaPbtm2jXbt2BAUFERgYSIMGDdizZ89F9yMsLIyoqCinl6enp2PbVatWZfr06RQvXpzg4GC6detGUlKSY3273c6YMWMoUaIEvr6+VKlShVmzZjmWL1u2DMMwmD9/PjVq1MDb25uVK1eSlJRE9+7d8ff3p1ChQrz55ptOx+6VV17Jd/SzatWqvPzy9b3SSW49SgjFrUzbsISj9lWYpsELdV7C6z9+k3i1VYsuwayuY/i588/cWaA3hi0ErEmsTZhJu+9a0mbG4yz4e4OrwxQREXF47rnnGDlyJD/++CN33333JetPmDCBmjVr8ueff9K/f38ee+wxdu7cCeTMNtmyZUsCAwNZsWIFq1atIiAggFatWpGZmckzzzxD165dadWqlWMEr379+nm2cfjwYRo2bIi3tze//PIL69evp0+fPv95NG7Pnj3MnTuXH3/8kR9//JFff/2V1157zbF8zJgxfPbZZ0yaNIlt27bx1FNP8eCDD/Lrr786tTNkyBBee+01/vrrLypXrszgwYNZtWoV33//PYsWLWLFihVs2PD//9/36dOHv/76i7Vr1zrK/vzzTzZv3uyUgIv8GzfWp+HryG638+uvv7JixQr2799PamoqERERVKtWjWbNmlG0aFFXhyhXWUpGBm/9+Rp4QHGvu+hcIe9/IDeK6KACfNB+MKlZA3h9xdd8t+8LsqwHOZi9jGd/X8awVWW4u9R9DKp3Nz6emqZcRORWYpomaVk2l2zb23plsz7Onz+f7777jiVLlnDXXXdd1jpt2rShf//+QE4y+eabb7J06VLKli3LV199hd1u5+OPP3bMQDllyhRCQkJYtmwZLVq0wNfXl4yMDKKioi64jffee4/g4GC+/PJLxwjfbbfddsnY6tevn+cRVMnJyY6f7XY7U6dOdVwG26NHD5YsWcKoUaPIyMhg9OjRLF68mHr16gFQsmRJVq5cyYcffkijRo0c7bzyyis0b54zoV1SUhLTpk1j5syZNG3a1LHP0dHRjvpFihShZcuWTJkyhVq1ajnqNGrUiJIlS15yv0Quxu0SwrS0NCZMmMAHH3zA6dOnqVq1KtHR0fj6+rJ7927mzp1Lv379aNGiBUOHDqVu3bquDlmukkEL3iHb4xjYAni/44uuDuey+Hl6M+yuHrxs784XW5bzyabpnLCvI9Wyixl7X2XmrnepFdaOFxvGUrJApKvDFRGRqyAty8btQxe6ZNtbh1/ZrNuVK1fm1KlTDBs2jNq1axMQEHBZ6+QyDIOoqChOnMi5LWLTpk3s3r07z32H6enpl7zc81wbN26kQYMGjmTwcn311VeUL1/+gsuLFy/uFFuhQoUcse/evZvU1FRHopcrMzOTatWqOZXVrFnT8fM///xDVlYWtWvXdpQFBwdTtmxZp3X69etHnz59eOONnOcmz5w5kzfffPOK9k8kP26XEN52223Uq1ePjz76iObNm+d7oti/fz8zZ86kW7duvPjii/Tr188FkcrVtP7wHn4//QWGBToVe4RiIRGuDumKWCwWuldpTPcqjdl67ABjVn3K5oSFmB7xrEn4nA7ffUlhz3r0r96LNmWquzpcERFxE4ULF2bWrFk0adKEVq1aMX/+/EtOInP+Zy/DMBwzaycnJ1OjRg1mzJiRZ72IiMv/v9vX1/ey656raNGilC5d+oLLLxU7wE8//UThwoWd6nl7ezu99/f3v+LY2rdvj7e3N3PmzMHLy4usrCy6dOlyxe2InM/tEsKff/75ot/8AMTExPD888/zzDPPcODAgesUmVxLTy0egWHJws9ehhF39XR1OP9JxahizOg8nIT0/zF+5dfMO/ANmdYDHLGt4KW1K3jl92KUNatTK+VOokPCXB2uiIhcIV9PK9tfaemSbXtbDZLSr2ydmJgYfv31V0dSuGDBgn89s2j16tX56quvKFiwIEFBQfnW8fLywma7+CW1lStXZtq0aWRlZV3xKOG/dfvtt+Pt7c2BAwecLg+9lJIlS+Lp6cnatWspVqwYAAkJCfz99980bNjQUc/Dw4NevXoxZcoUvLy86Nat279OfEXO5XaTylwqGTyXp6cnpUqVuobRyPXw1m9zOcOfmKaFUQ2G5bk34GYV7OPHyGaxrI39gZeqvU9BS11Mu5VMjwNs8ZxLizktaf/FU8zbud7VoYqIyBUwDAM/Lw+XvHLv27tSRYsWZdmyZZw4cYKWLVuSmJj4r9rp3r074eHhdOzYkRUrVrB3716WLVvGE088waFDh4CcyzY3b97Mzp07OXXqFFlZWXnaGThwIImJiXTr1o1169axa9cupk+f7pi85kLi4uI4duyY0ys9/fIy5MDAQJ555hmeeuoppk2bxp49e9iwYQMTJ05k2rRpF12vV69ePPvssyxdupRt27bRt29fLBZLnt/HQw89xC+//MKCBQvo06fPZcUlciluN0IIsHnz5kvW8fDwICoqigIFClyHiORaOZOazKd/vQkecLt/O5qVruLqkK46i8XCfZUbcF/lBuyJO8ZrKz/jj5PzwDOOfZmLeW71YoauKkHLop145o6uhPpd+v4OERGRK1WkSBGWLVtGkyZNaNmyJQsXXvl9kH5+fixfvpznnnuOe+65h6SkJAoXLkzTpk0dI4b9+vVj2bJl1KxZk+TkZJYuXUrx4sWd2gkLC+OXX37h2WefpVGjRlitVqpWrcodd9xx0e03a9YsT9kXX3xBt27dLiv+kSNHEhERwZgxY/jnn38ICQmhevXqvPDCCxdd74033uDRRx91PCbjf//7HwcPHsTHx8epXpkyZahfvz6nT5+mTp06lxWTyKUYpmmarg7iesv9xuVSu24YBlWqVOGzzz7L99kv5xo+fDgjRoxwKitbtiw7duy44DrffPMNL7/8Mvv27aNMmTKMHTuWNm3aXP6OAImJiQQHB3Pq1CnCwnR54PkemDWULSlzMLJDWHr/PML8rv3DcV0tKyuL73/8kbhob77YOYuT9vUYRs79Ddh8KeXXiIE1H7wlk2O5sKysLObNm0ebNm2u2+VTcmNTn7hxpKens3fvXkqUKJEnAbje7HY7iYmJBAUF3TJX1NyMUlJSKFy4MBMmTKBv376OctM0KVOmDP3792fw4MHXJZZr2Scu1vdzP+MmJCRc8PJhuTrccoRw7969l6xjt9s5fvw4r7/+Oo899hgrVqy45DoVKlRg8eLFjvceF3nG3W+//cb999/PmDFjaNeuHTNnzqRTp05s2LDhksmnXJ5l/2xlc/L3GAb0KjvILZLBXB4WC72rN+fhOm3YefIIr/82nbWn5mP3iGNPxgKeWrUA7+UlaBzdhsH1uxIdpJFwERERV/nzzz/ZsWMHtWvXJiEhgVdeeQWAjh07OuqcPHmSL7/8kmPHjunZg3JVuWVCGBMTc1n1SpQowdixY6lS5fJGUnIvM70cb7/9Nq1ateLZZ58Fci4xWLRoEe+++y6TJk26rDbkwux2O0N+HY5hsRFiVuGp+pd+UO6tqmxENB93fI5s2zN8tH4hX/71FXHmRjKse1l4/D0WzP6QKI9a3F++M72qNcPDanV1yCIiIm5n/Pjx7Ny5Ey8vL2rUqMGKFSsIDw93LC9YsCDh4eFMnjyZ0NBQF0Yqtxq3SwgPHDjgmMHpcvj6+vLbb79dVt1du3YRHR2Nj48P9erVY8yYMRfc1u+//55nqL9ly5bMnTv3otvIyMggIyPD8T73pu2srKx8b6p2V6/++gUplp2Ydk/GNXkRm812yRnJbhW5/SC//vBQteY8VK05u+OO8vaab/jj5EKyPY5y3P47b237nbc3hVI5uCkDanalZuELT7stN5+L9QtxT+oTN46srCxM08RutzseYeAqubfT5MYj10eVKlVYu3ZtnvJzfwfnfo65nr+ba9kn7HY7pmmSlZWF9bwvpHVuun7c7h7CyMhIOnXqxEMPPUStWrXyrZOQkMDXX3/N22+/zcMPP8wTTzxxyXbnz59PcnIyZcuW5ejRo4wYMYLDhw+zdevWfKde9vLyYtq0adx///2Osvfff58RI0Zw/PjxC24nv3sVAWbOnImfn98l43QHp7PSeCPhbfBIpnhGcx6KvPypn92N3W6yIeUwK1L+5JTnJgzr/8+k5plRgorWGrQIKU+gh/dFWhERkf8i9wqjokWL4uXl5epwRK6bzMxMDh48yLFjx8jOznZalpqaygMPPKB7CK8Dtxsh3L59O6NGjaJ58+b4+PhQo0YNx6jemTNn2L59O9u2baN69eqMGzfusid5ad26tePnypUrU6dOHWJiYvj666+dbgb+r55//nmnkcXExESKFi1KkyZNNKnMWZ2/GQIeyVizCzLtgREEerv2Bv3rLSsri0WLFtG8efPLmiii3dl/E9NTeW/N98w/8CNJxl9kee/lT/ayIdGTSGsNOpRqS+9qzfH11IeVm9GV9gu59alP3DjS09M5ePAgAQEBLp9UxjRNkpKSCAwM/NePoJBby7XsE+np6fj6+tKwYcN8J5WR68PtEsKwsDDeeOMNRo0axU8//cTKlSvZv38/aWlphIeH0717d1q2bPmfJ3YJCQnhtttuY/fu3fkuj4qKyjMSePz48Uveg+jt7Y23d97RGk9PT/2HDszdvpp/MhdhGPBElecoEOA+E8mc70r7RJhnMEOb9mAoPfjzyF7e+eMLNpxejN3jJCfM1Xy8ezUf7xxLSd/6dK94N10q1NcMdDchnSvkfOoTrmez2TAMA4vF4vLzau4lgbnxiFzLPpE7839+5yGdl64ft0sIc/n6+tKlSxe6dOlyTdpPTk5mz5499OjRI9/l9erVY8mSJQwaNMhRtmjRIurVq3dN4nEHqVkZvPL7CAwPk0hLPfrUbOHqkG5a1aJLMOXuF7DbhzDnr9VM3zKHPakrwZrMP5k/M3LDz4xaE07lkCY8XL0LDUrc7uqQRURERORfcNuE8Gp75plnaN++PTExMRw5coRhw4ZhtVod9wj27NmTwoULM2bMGACefPJJGjVqxIQJE2jbti1ffvkl69atY/Lkya7cjZvaU/MnkuVxCGx+fNA2732WcuUsFgudK9Snc4X6pGdl8umGn5nz9w8czV6L3eMUG5O/of/yb/BaGkO9gs15rNY9VIgs6uqwRUREROQyKSG8Sg4dOsT9999PXFwcERER3HnnnaxevZqIiAggZ3bTc4fZ69evz8yZM3nppZd44YUXKFOmDHPnztUzCP+lPw7sYlXcTAwLdCj6CGXCC7k6pFuOj6cX/eu0o3+ddpxMTuT9Nd/x84H5JLCNTOt+fo37mGXzP8HfLE29qKY8WrMj5SKKuDpsEREREbkIJYRXyZdffnnR5cuWLctTdu+993Lvvfdeo4jch91uZ9CSFzEsWfjbyzGyaayrQ7rlRQQEMeyuHgyjB7tOHWXiH7P47fgiMqx7STV2seTELhb/9CH+ZhnuiLqLR2reTdmIaFeHLSIit7jY2Fji4+Mv+Rivq6148eIMGjTI6VYgkZuF7haWm96IpdNJtvyFaffgjbtG6ib466xMeCHeafs46/p8z2fNv6dBgT5420pgGCaplr9ZdGISnX9qRd0pXXh6wQfsOnXU1SGLiMhVEBsbi2EYjklBSpQowf/+9z/S09MvvfJZy5YtwzAM4uPjr2jb+/btwzAMNm7c6FT+9ttvM3Xq1Ctq63oYPny441id+ypXrpyrQxNx7xHClJQU/P39XR2G/Ad74o7x7f73wQp1C3SjfoxOrK5ULboE70c/BTzF+sN7+HjDd6w9uZQM6z5SjJ38fHwnC3/8gACzLHWjGtOnWlsqRxV3ddgiIvIvtWrViilTppCVlcX69evp1asXhmEwduxYl8QTHBzsku1ejgoVKrB48WKnMg+Pa/tRPDMzU8+2lEty66GUyMhI+vTpw8qVK10divxLj84bDtZUPLIL806bQa4OR85Ro3ApPmg/mHV9fmBK0zncUSAWb1sMhmGSYtnBkhOT6L6wPTU/bUffua/xy57NjqmtRUTk5uDt7U1UVBRFixalU6dONGvWjEWLFjmWZ2Rk8MQTT1CwYEF8fHy48847Wbt2LZAzytekSRMAQkNDMQyD2NhYABYsWMCdd95JSEgIYWFhtGvXjj179jjaLVGiBADVqlXDMAwaN24M5IxadurU6bK2D/8/QrlkyRJq1qyJn58f9evXZ+fOnY46e/bsoWPHjkRGRhIQEECtWrXyJHaXw8PDg6ioKKdXeHi4Y3nx4sUZPXo0ffr0ITAwkGLFiuWZbPDgwYN07dqVkJAQChQoQMeOHdm3b59jee7+jxo1iujoaMqWLQvAb7/9RtWqVfHx8aFmzZrMnTvXMcJqmialS5dm/PjxTtvauHEjhmFc8BFqcutw64Tw888/5/Tp09x1113cdtttvPbaaxw5csTVYcll+nDNPI7ZV2GaBi/VHYqfZ97nM8qNoWaR0kxq/zTr+vzIp2eTQ19bKUzTIMO6nzUJM3hyZXeqT2lO129e5OstK8m22VwdtoiIXIGtW7fy22+/OY1I/e9//2P27NlMmzaNDRs2ULp0aVq2bMnp06cpWrQos2fPBmDnzp0cPXqUt99+G8i5imvw4MGsW7eOJUuWYLFYuPvuux1fHK5ZswaAxYsXc/ToUb799tt8Y7rY9s/14osvMmHCBNatW4eHhwd9+vRxLEtOTqZNmzYsWbKEP//8k1atWtG+fXsOHDhw9Q7eWRMmTKBmzZr8+eef9O/fn8cee8yRnGZlZdGyZUsCAwNZsWIFq1atIiAggFatWpGZmeloY8mSJezcuZNFixbx448/kpiYSPv27alUqRIbNmxg5MiRPPfcc476hmHQp08fpkyZ4hTLlClTaNiwIaVLl77q+yk3GFPMEydOmBMmTDArVapkenh4mG3btjVnz55tZmVluTq0S0pISDAB89SpU64O5bo6lZJoVv64kVlxakWz4xfPuDqcG0pmZqY5d+5cMzMz09WhXNJfJw6azy740Kw/5X6zwqdVzIpTK/7/65N6ZtsZT5rvrf7BjE9LcXWoN72bqV/I9aE+ceNIS0szt2/fbqalpeUU2O2mmZHskpctO9s8c+aMabPZLhl3r169TKvVavr7+5ve3t4mYFosFnPWrFmmaZpmcnKy6enpac6YMcOxTmZmphkdHW2OGzfONE3TXLp0qQmYZ86cuei2Tp48aQLmli1bTNM0zb1795qA+eeff+aJqWPHjle8/cWLFzvq/PTTTybw/7+PfFSoUMGcOHGi431MTIz55ptvXrD+sGHDTIvFYvr7+zu9HnnkEac2HnzwQcd7u91uFixY0Pzggw9M0zTN6dOnm2XLljXtdrujTkZGhunr62suXLjQsf+RkZFmRkaGo84HH3xghoWFOe3PRx995HT8Dh8+bFqtVvOPP/5wHKfw8HBz6tSpps1mu+w+caXy9P1z5H7GTUhIuOrbFWdufQ9hroiICAYPHszgwYOZOHEizz77LPPmzSM8PJxHH32UIUOG4Ofn5+ow5RyP/fgado84jOwQPuz8kqvDkX+pXEQRxrV8GHiYY0ln+GT9fH45uJTj2X9iWJPYn7WED3Ys4f3tnoRaKlAvqgE9q7SiYlQxV4cuInLtZKXCaBfNzDzk0BVVb9KkCR988AEpKSm8+eabeHh40LlzZyDnUsusrCzuuOMOR31PT09q167NX3/9ddF2d+3axdChQ/njjz84deqUY2TwwIEDl/2IrivZfuXKlR0/FyqU8+iqEydOUKxYMZKTkxk+fDg//fQTR48eJTs7m7S0tCseISxbtizff/+9U1lQUNAF4zAMg6ioKE6cOAHApk2b2L17N4GBgU7rpKenO11OW6lSJadR2p07d1K5cmV8fHwcZbVr13ZqIzo6mrZt2/Lpp59Su3ZtfvjhBzIyMjQbvptQQggcP36cadOmMXXqVPbv30+XLl3o27cvhw4dYuzYsaxevZqff/7Z1WHKWT/8tZbtqT9iGPBQ+WeIDLhxbyCXyxcVGMqLjR/gRR4gKSON6RuX8NOeRRxMXw/WBOLZyPxjG5l/bCKetqKUD67N3bc1p9PtdfGwWl0dvoiIW/L393dcUvjpp59SpUoVPvnkE/r27fuf2m3fvj0xMTF89NFHREdHY7fbqVixotOlkVeTp6en42fDMAAcSegzzzzDokWLGD9+PKVLl8bX15cuXbpccSxeXl6XvPzy3DhyY8mNIzk5mRo1ajBjxow86+U+9xr41xMmPvTQQ/To0YM333yTKVOmcN999+Hn56f7+92AWyeE3377LVOmTGHhwoXcfvvt9O/fnwcffJCQkBBHnfr161O+fHnXBSlO0rMyGf77cAyrnQijNk/U7+jqkOQaCPT2pX+ddvSv0w673c5PO9cze8fPbD3zB+mWfWRZD7I5+SCbN8xmxNoAor2q0bhoI3pVa050UAFXhy8i8t94+sELLprTwOoD6Un/alWLxcILL7zA4MGDeeCBByhVqhReXl6sWrWKmJgYIOc+uLVr1zqe15c7kmU7577xuLg4du7cyUcffUSDBg0A8kwAmN9657uc7V+OVatWERsby9133w3kJGbnTuRyvVSvXp2vvvqKggUL5hlZvJiyZcvy+eefk5GRgbd3znwL506sk6tNmzb4+/vzwQcfsGDBApYvX37VYpcbm1tPKtO7d2+io6NZtWoVGzduZODAgU7JIOQMob/44ouuCVDyGDjvTTKtB8Dmy/utR7g6HLkOLBYL7cvXYurdL7Kuz/fMabeQjoUHE27UArsPWJM5YlvBzH2v0uLbJtSZ0pm+c8fyw19rNDGNiNycDAO8/F3zOjs69m/de++9WK1W3nvvPfz9/Xnsscd49tlnWbBgAdu3b6dfv36kpqY6RhBjYmIwDIMff/yRkydPkpycTGhoKGFhYUyePJndu3fzyy+/MHjwYKftFCxYEF9fXxYsWMDx48dJSEjIE8vlbP9ylClThm+//ZaNGzeyadMmHnjggX81apadnc2xY8ecXsePH7/s9bt37054eDgdO3ZkxYoV7N27l2XLlvHEE09w6NCFL/XNjffhhx/mr7/+YuHChY4ZRY1zft9Wq5XY2Fief/55ypQpQ7169a54H+Xm5NYJ4dGjR/nwww+pVavWBev4+voybNiw6xiVXMjSf7aw+vSXAHQs9hjlIoq4OCJxhTLhhXi1WW+W9vyUPx5cyeCKb3CbT1us2QUxDDuplr9Zk/A5L6zpS7Vpd9Js+sO8vHgqO05e2X0xIiJy5Tw8PBg4cCDjxo0jJSWF1157jc6dO9OjRw+qV6/O7t27WbhwIaGhoQAULlyYESNGMGTIECIjIxk4cCAWi4Uvv/yS9evXU7FiRZ566ilef/31PNt55513+PDDD4mOjqZjx/yvGLrU9i/HG2+8QWhoKPXr16d9+/a0bNmS6tWrX/Gx2bZtG4UKFXJ65Y5cXg4/Pz+WL19OsWLFuOeeeyhfvjx9+/YlPT39oiOGQUFB/PDDD2zcuJGqVavy4osvMnToUACn+woB+vbtS2ZmJr17977i/ZObl2GapunqIFwlMTEx33LDMPD29r4pHuSZmJhIcHAwp06dIiwszNXhXDOZ2dnU/+weMqx7CTIrsaLn51gsbv19xgVlZWUxb9482rRpk+dehFvdb/t38PX2Jaw/sZoz9r8wLBlOyz2yC1MmsAYtSzaka6WGBHr7uijS68+d+4XkT33ixpGens7evXspUaJEng/o15vdbicxMZGgoCD9P3sLmzFjBr179yYhIQFf3///v3DFihU0bdqUgwcPEhkZCVzbPnGxvp/7GTchIeGKLpGVK+fW9xCGhIQ4DZWfr0iRIsTGxjJs2DCdFF1s0PyJZFj3Ytq9ea/VaP0+JF/1Y8pRP6YcMICUjAxmbVvJwn9+ZWfiejKtB8j2OMxfaYf5a9v3vLnFk2CjHJXDatLutoa0LF1Nk9OIiMgt6bPPPqNkyZIULlyYTZs28dxzz9G1a1dHMpiRkcHJkycZPnw49957ryMZFPfg1gnh1KlTefHFF4mNjXVMv7tmzRqmTZvGSy+9xMmTJxk/fjze3t688MILLo7Wff22fwfLT03HsEDr6H5ULVTc1SHJTcDf25te1ZvSq3pTAPbEHWPG5sWsOvwbRzI3YVgTSWQLK09vYeXqKQxZ5UeY9XaqF6xJh7KNaFj8dn3xICIit4Rjx44xdOhQjh07RqFChbj33nsZNWqUY/kXX3xB3759qVq1Kp999pkLIxVXcOtLRps2bcojjzxC165dncq//vprPvzwQ5YsWcL06dMZNWoUO3bscFGUF3erXzKabbNxx2f3kmrZRYC9PKt6fakP6Zegy8AuzW63s2jPJubuWMqWuPXEmzvzXF6KLYgoz4rUiqpN59sbU6NwKdcEe5WoX8j51CduHLpkVG5kumT01ufWI4S//fYbkyZNylNerVo1fv/9dwDuvPPOK37wqFw9z/w8iVTLLky7F+8016WicnVYLBZalqlGyzLVAEjNyuDHHWtZuGcl289sIIldGNZEjtl/44cjv/HDkbewZIdR2KcSdaPrcG+FxpQvqEmNRERE5Obn1glh0aJF+eSTT3jttdecyj/55BOKFi0K5DwL50pmopKrZ+2h3Sw+9imGBZpG9qZWkYs/zFXk3/Lz9KZrpTvpWulOABLSU/l22yoW71vF3wkbSbPsxe4Rx8HsZRw8sIxvDozFkh1BtM/tVC9YnQ5lG1CrSCl9YSEiIiI3HbdOCMePH8+9997L/PnzHY+eWLduHTt27GDWrFlAzoM777vvPleG6ZbsdjtPLHoBw5KJr60ME1o+5uqQxI0E+/jRu0ZzetdoDsDx5ARmbV3OsgO/syd5I5mWQ9g9TnIo+1cOHfmV74+8iWELJsKzPFXCq9K69B00KVlJk9SIiIjIDc+tE8IOHTqwc+dOPvzwQ3bu3AlA69atmTt3LsWLFwfgsceUiLjC/36eTLLlL0y7B282HaUP1uJSkQHBDKjbngF12wNwKOE0c/9axcqDa9iTtIU0yz6wJnDCvppFJ1az6MQkWOFHiPU2KhaoRrOSdWl9Ww38PL1duyMiIiIi53HbhDArK4tWrVoxadIkxowZ4+pw5By/7d/BgqOTMSzQMLwnd8SUd3VIIk6KBBdgYN32DDybIJ5JTea7v1azdP8f/J2wiSR2Y1hTiWcjK09vZOXpKQxb40UAJSkZWIH6RWrQoVxdioVEuHhPRERExN25bULo6enJ5s2bXR2GnCczO5snlzyHYc3Cz34b77R5wtUhiVxSqF8AsTWaEVujGZAzSc28HetYvG81205vJN62E8OaRgo72JKygy07Z/PhTrBmRxLlXZbKEVVoUaoOjUtU1Gi4iIiIXFdumxACPPjgg/lOKiOu89iPE0i3/gN2H95vMU4fjuWm5OfpTZdKd9Cl0h1AzuNTlvyzmUV7/mDLqc0cy9iB3eMkNo/jHLYd5/Cx5cw/NhGW+xBoKU3poArcUaQ67cvVJTqogIv3RkTk5mEYBnPmzKFTp043RDtXYtmyZTRp0oQzZ84QEhJy3bYr4tYJYXZ2Np9++imLFy+mRo0a+Pv7Oy1/4403XBSZe/pp5zr+iP8Cw4CORfvf9M99E8nlYbU6PeYC4J/Tx/lxx2pWH1nPnqRtpLAXw5pOElv5M2krf/71FRO3G3jaClHI5zYqhleiUfHqNClZSfciiojLGYZx0eXDhg1j+PDh1yeY/2D48OHMnTuXjRs3OpUfPXr0hpxlvnjx4uzfvz9P+ZgxYxgyZIgLIpJbgVsnhFu3bqV69eoA/P33307LLnWiO9+YMWP49ttv2bFjB76+vtSvX5+xY8dStmzZC64zdepUevfu7VTm7e1Nenr6FW37VpCQnspLK1/A8LBRgOq8clcvV4ckck2VLBDJE/U78gQdAUjPymTR7k0s2beGbac2cyJzJ3aPOLI9jnAw+wgHjy1j/jEwf/PA14yhiN9tVC1YiWalalKvaFk98kJErqujR486fv7qq68YOnSoY4I+gICAAMfPpmlis9nw8Lh5PnZGRUW5OoQLeuWVV+jXr59TWWBg4DXdZlZW1jVtX1zLrT9BLF269IKvX3755Yra+vXXXxkwYACrV69m0aJFZGVl0aJFC1JSUi66XlBQEEePHnW88vvWxx30+e4Vsj2Ogi2AT9uN1YdbcTs+nl60L1+Lt1oPYFGPD9nUdxmz2iwkttRwKvrdTYC9PNh8MCzZpFv3sDtjPrMOjuPRZV2pMrUu9aZ05YFZQ5mwcjZbjx1w9e6IyC0uKirK8QoODsYwDMf7HTt2EBgYyPz586lRowbe3t6sXLmSPXv20LFjRyIjIwkICKBWrVosXrzYqd3ixYszevRo+vTpQ2BgIMWKFWPy5MmO5ZmZmQwcOJBChQrh4+NDTEzMRScHfO6557jtttvw8/OjZMmSvPzyy47kZurUqYwYMYJNmzZhGAaGYTB16lQgZ2Bg7ty5jna2bNnCXXfdha+vL2FhYTz88MMkJyc7lsfGxtKpUyfGjx9PoUKFCAsLY8CAAU6J1PTp06lZsyaBgYFERUXxwAMPcOLEiSs+9rnrn/vKvcpt2bJlGIbBkiVLqFmzJn5+ftSvX98pWQf47rvvqF69Oj4+PpQsWZIRI0aQnZ3tWG4YBh988AEdOnQgMDCQCRMmAPDqq69SsGBBAgMDeeihhxgyZAhVq1YFYPny5Xh6enLs2DGnbQ0aNIgGDRpc8X7K9XPzfFVzDe3evZs9e/bQsGFDfH19MU3zikcIFyxY4PR+6tSpFCxYkPXr19OwYcMLrpd7AnVn763+gb/TfwKgb7nnKBXm3sdDJFfZiGjKRnQGOgM59yL+dmAHv+xdz8YTWziUupN04yCGNY1k/mJLyl9s2TOHqXvAsAUTYi1JqaBy1ChUiYbFKrl2Z0TE7QwZMoTx48dTsmRJQkNDOXjwIG3atGHUqFF4e3vz2Wef0b59e3bu3EmxYsUc602YMIGRI0fywgsvMGvWLB577DEaNWpE2bJleeedd/j+++/5+uuvKVasGAcPHuTgwYMXjCEwMJCpU6cSHR3Nli1b6NevH4GBgfzvf//jvvvuY+vWrSxYsMCRmAYHB+dpIyUlhZYtW1KvXj3Wrl3LiRMneOihhxg4cKAjgYScgYZChQqxdOlSdu/ezX333UfVqlUdo3lZWVmMHDmSsmXLcuLECQYPHkxsbCzz5s27Skf8/7344otMmDCBiIgIHn30Ufr06cOqVasAWLFiBT179uSdd96hQYMG7Nmzh4cffhjIudQ31/Dhw3nttdd44403SEtLY8aMGYwaNYr333+fO+64gy+//JIJEyZQokQJABo2bEjJkiWZPn06zz77rGOfZ8yYwbhx4676PspVZLqxU6dOmXfddZdpGIZpsVjMPXv2mKZpmr179zYHDx78n9retWuXCZhbtmy5YJ0pU6aYVqvVLFasmFmkSBGzQ4cO5tatW69oOwkJCSZgnjp16j/F6yrbjx80K35S16w4taLZYeZ/O+aSIzMz05w7d66ZmZnp6lDkOkjJTDe/377GfHr+B2arzweaVT9uYVaYUsmsOLVi3tfH9cz6U+437/9mmDlu+dfm2oO7TJvN5updEBfRueLGkZaWZm7fvt1MS0szTdM07Xa7mZKZ4pJXdna2eebMmSs6N0yZMsUMDg52vF+6dKkJmHPnzr3kuhUqVDAnTpzoeB8TE2M++OCDjvd2u90sWLCg+cEHH5imaZqPP/64edddd5l2uz3f9gBzzpw5F9ze66+/btaoUcPxftiwYWaVKlUu2s7kyZPN0NBQMzk52bH8p59+Mi0Wi3ns2DHTNE2zV69eZkxMjJmdne2oc++995r33XffBWNZu3atCZhJSUmmaf7/cTtz5swF14mJiTG9vLxMf39/p9fy5cud2li8eLFTrICjfzVt2tQcPXq0U7vTp083CxUq5LT/gwYNMk3TNG02m3nmzBmzTp065oABA5zWu+OOO5yO39ixY83y5cs73s+ePdsMCAhwOnbnOr/vnyv3M25CQsIFj4dcHW49QvjUU0/h6enJgQMHKF/+/591d9999zF48GDH8PiVstvtDBo0iDvuuIOKFStesF7ZsmX59NNPqVy5MgkJCYwfP5769euzbds2ihQpku86GRkZZGRkON4nJiYCOd/A3GzXd2fbbPT+6SmwJuOZXZhP7xl60+3DjSj3GOpYugdPLLQqXZVWpas6yuJSk/h5z5/8dmgju+N3ciprL9nW4xgeSSSyhS0pW9jyz2w++wew+eJvxFDYrxQVw26nYUwV6ha5Da+b6F4f+Xd0rrhxZGVlYZomdrsdu91OalYq9b6s55JYfu/2O4AjnsuRW+/8f6tXr+7URnJyMiNGjGDevHkcPXqU7Oxs0tLS2L9/v1O9SpUqOb2Piori+PHj2O12evbsScuWLSlbtiwtW7akbdu2tGjRIk88uet/9dVXvPvuu+zZs4fk5GSys7MJCgpyLDdN0ynm/NrZvn07VapUwdfX11GvXr162O12/vrrLyIiIjBNk9tvvx3DMBx1oqKi2Lp1q+P9+vXrGTFiBJs3b+bMmTOO8n379nH77bc7Hb+LHftnnnmGXr2c51ooXLiw03oVK1Z0/BwZGQnAsWPHKFasGJs2bWLVqlWMGjXKsb7NZiM9PZ3k5GT8/Pycfn+5x2jnzp08+uijTrHVqlWLpUuXOsp69uzJSy+9xG+//UbdunWZMmUK9957r9OxO/8Ym6ZJVlYW1vNmlte56fpx6//xf/75ZxYuXJgn+SpTpsx/updvwIABbN26lZUrV160Xr169ahX7/9P+PXr16d8+fJ8+OGHjBw5Mt91xowZw4gRI/KUL1261PEHfLP45MRyUrx2YNo9uc+3Cyt/WebqkG4pixYtcnUI4kLBQGtKQ3BpAJKyM9mWeow9GUc5ajtKouUINs/jjucj/p2+g78P/8S3h8G0e+KZFU2wGUUhaxQlvaMo71eQQA/Nbnor0rnC9Tw8PIiKiiI5OZnMzEzSstNcFktSUhK+Hr4kJSVd9jrp6emYpun4kjo1NRXI+bCfWwY5X8QvW7aMkSNHUqJECXx9fenVqxfJycmOena7HZvN5rSe3W4nLS2NxMRESpcuzZ9//snixYv59ddfue+++2jcuDHTpk1z1M+tu2bNGnr06MGQIUN49dVXCQoK4ttvv+Xdd991tJ+RkZFne+e3k5mZSXZ2tlOd3J9TUlJITEwkKysLwzCc6mRlZZGZmUliYiIpKSm0atWKu+66i0mTJhEeHs6hQ4fo3LkzZ86cITEx0XHckpKSLjiXgt1uJyAggIIFCzqV5w4M5LaRnp6e5/eRmJhIYmIiycnJDBkyhPbt2+dpP3dfASwWi9P+mKbp1G5u/XOPn4+PD61atWLy5MmEh4ezYMECfvjhh3yPb+76aWlpLF++3OkexnPjlmvPrRPClJSUfJOo06dP4+397z74DBw4kB9//JHly5dfcJTvQjw9PalWrRq7d+++YJ3nn3+ewYMHO94nJiZStGhRmjRpQlhY2L+K2RW+3rqSf84sxgDaRfdnsGYVvWqysrJYtGgRzZs3x9PT09XhyA0iKyuLwEWLeLl5X0e/SMnIYNm+rfx+aBN/nd7J0fQ9pBkHMSxZZHvvJ479xAFb7fB9Mliywwn2KEYx/5JUDC/HHUUrUrNwKT0v9Calc8WNIz09nYMHDxIQEICPjw+BZqBjpO5687H6kJycTGBg4GXPp+Dj44NhGAQFBQE4PlsFBgY6ygDWrVtH7969eeCBB4CcEcODBw/i5eXlqGexWPDx8XFaz2q14u3t7SgLCgoiNjaW2NhYunXrRps2bcjOzqZAgZzntvr6+hIUFMTmzZuJiYnhlVdecbT1/vvvO8WaOzvnudvLldtO5cqV+eKLL7BarY7JW1auXInFYqF69eoEBQXh6emJh4eHUzteXl6Osl27dnH69GnGjx9P0aJFAdixYwcA/v7+BAUFXfC4nSu/43Ou/NrIjTkgIICgoCCqV6/O/v37HZPBXEju/pumSVJSEmXLlmXr1q1O2968eTNWq9Wp7JFHHqF79+6ULFmSUqVK5RnBPVd6ejq+vr40bNgQHx8fp2UXSiLl6nPrhLBBgwZ89tlnjtG43GH+cePG0aRJkytqyzRNHn/8cebMmcOyZcscN9heCZvNxpYtW2jTps0F63h7e+ebrHp6et40/6EfjI9j7IbhGB52Ii31GN28j2YVvQZupj4h18+5/SLE05NOFevSqWJdx/LM7GxWHfiL5fs2su3UDg6l/kOS/QBYE7F7nOIMpziTsoFNKTBjf85ooo9ZhEif4pQOuY2ahW6ncYkqFA25eb6gcnc6V7iezWbDMAwsFovj/8MAa8Al1ro2ci/ry43ncuTWy+/fc9soU6YMc+bMoUOHDhiGwcsvv4zdbs+zrfy2nVv2xhtvUKhQIapVq4bFYmH27NlERUVRoECBPNu97bbbOHDgAF9//TW1atXip59+cswcmlu3RIkS7N27l82bN1OkSBECAwMdn7Ny2+nRowcjRoygd+/eDB8+nJMnT/Lkk0/So0cPChUq5Igvv/3Ibad48eJ4eXnx3nvv8eijj7J161bHJZu527nQcTtfcnJyntlJ/fz8CAoKyreN88uGDh1Ku3btiImJoUuXLlgsFjZt2sTWrVt59dVXnX6vFovF0ScGDhzII488Qq1atahfvz5fffUVmzdvpmTJkk7xtm7dmqCgIEaNGsUrr7xy0X2xWCwYhpHveUjnpevHrRPCcePG0bRpU9atW0dmZib/+9//2LZtG6dPn3bMxHS5BgwYwMyZM/nuu+8IDAx0TLkbHByMr68vkHNddeHChR3TI7/yyivUrVuX0qVLEx8fz+uvv87+/ft56KGHru6O3kCybTbun/s4psdpLNlhfN5Vj5gQuZF4eXjQpGQlmpR0npV0T9wxft27mfXHtrMnfhcnM/eRYRzBsGSRwV4OZO3lwMml/HISxm0GIzuEIGsxiviXpFxYGWoUKsedMbcT6ueaD7ki4npvvPEGffr0oX79+oSHh/Pcc89d8ShQYGAg48aNY9euXVitVmrVqsW8efPy/SzRoUMHnnrqKQYOHEhGRgZt27bl5ZdfZvjw4Y46nTt35ttvv6VJkybEx8czZcoUYmNjndrx8/Nj4cKFPPnkk9SqVQs/Pz86d+7MG2+8cdlxR0REMHXqVF544QXeeecdqlevzvjx4+nQocMV7T/A0KFDGTp0qFPZI488wqRJky5r/ZYtW/Ljjz/yyiuvMHbsWDw9PSlXrtwlP392796dffv28cwzz5Cenk7Xrl2JjY1lzZo1TvUsFguxsbGMHj2anj17XtnOiUsYZu6dom4qISGBd999l02bNpGcnEz16tUZMGCA4xufy3WhyyrOPbE0btyY4sWLO6Yofuqpp/j22285duwYoaGh1KhRg1dffZVq1apd9nYTExMJDg7m1KlTN8Uloz2/fZU/k77CtHswpu5k2pev5eqQbjlZWVnMmzePNm3a6Ns1cbgW/SI9K5PVB//mt4Nb2HpyJwdT9pCQfQDT43S+9U3TwGorQJBHUQr7FadsgdLUjC6vRNFFdK64caSnp7N3715KlCiR57K56y33vr9zR5vEvV2sTzRv3pyoqCimT5/uVN63b19OnjzJ999/f9G2L9b3cz/jJiQkXPASWbk63HqEEHJG8F588cX/3M7l5NXLli1zev/mm2/y5ptv/udt3yzeXf0DGxK/xjDg7qJPKhkUucn5eHrRuGRFGpd0nk35UMJpft23mfVHtvH3mV2czDhAqnkYw5qK3SOOeOKIT93ItlT49hCYf5xNFK1FiPYvzm2hOYliw+IVlCiKiNwgUlNTmTx5Mi1btsRqtfLFF1+wePFip4mpEhIS2LJlCzNnzrxkMig3DrdPCOPj41mzZg0nTpzIMx2uhrmvnj8O7OLD7SMxrCbFvZoxslmsq0MSkWukSHABuldpTPcqjR1ldrudXXHH+O3ANjYe38k/CXs4kb4/n0RxE9tTYe5hMNfkJIoB1mgifYpSIqQ4lSLKUKdoOcqGR2v0QkTkOjIMg3nz5jFq1CjS09MpW7Yss2fPplmzZo46HTt2ZM2aNTz66KM0b97chdHKlXDrhPCHH36ge/fuJCcnExQU5HTZp2EYSgivkjOpyTy2+AmwpuFtK8HMe0a7OiQRuc4sFgtlI6IpGxENOH9I2HXqKKv2b2PjiZ38E7+H445EMQW7RxyJxJGYsYVdx+Hn48BWwO6DtxlJqGcRigQU47YCpagefRt1i5Yl2OfmegSPiMjNwNfXl8WLF1+0zvlXw8nNwa0Twqeffpo+ffowevTom+4ZfjcLu91O51mDyLIeAlsAn7Z5h0BvX1eHJSI3kDLhhSgTXgho5lS+J+4YK/dvY+vJ3fwTv5fjaQdIsh3FZo3DsKSTwX6O2fdzLHEV6xJh5r6c+xQttlACrdEU9ClKieASVIwoRZ2i5SkfUVijiiIiIudx64Tw8OHDPPHEE0oGr6Fec17lpPkHpmnhmSojqRxV3NUhichNolRYFKXCooCmTuVJGWn8cfBv/jz6Nzvi/uFg8j5OZx4mg6MY1nRMj9MkcprEjK3sPgGLTgDbwLR74WUWJMgaRaRfYYoHxXB7RElqRJehXERhPU9RRETcklsnhC1btmTdunWULFnS1aHckkb8Mp2Nyd8A0C56ILE1ml1iDRGRSwv09qVZ6So0K13FqTz3PsU1h3aw5cRu9sT/w/G0g2dHFU9hWDLJ4hBxHCIudR3bU2HeMWBLzvMUPe0RBHpEEelbmOLBMZQPK0G16DJUiiymZFGuCzef+F3ckPr8jcGtE8K2bdvy7LPPsn37dipVqpRn2u1/82wYyfHl5uV8s38ChgXK+3bgtRb9XB2SiNzinO9TvMtpWUpGBuuP7GbTsd3sjNvHwaQDnMo4QrLt+NlLULPIthzhDEc4k7aBHWmw4BhnRxY98LCHE+gRRUGfwhQJLELp0KJUKFiCaoVKaiZU+c+sZ79wyMzMdDy7WMQdpKamAnoIvau5dULYr19OkvLKK6/kWWYYBjab7XqHdEtYtf8vRq17DsNqI5TqzOyc9/iKiFxP/t7eNCxRgYYlKuRZlpqVwcYje9l4Nlk8kHiAk+mHSbYdI9sah2HJxmY5RjzHiE/fyN/p8MtJ4O+zDdgC8SGCYM9IIv2iiQksSpmwYlSKLEHFyGL4eHpd132Vm4+Hhwd+fn6cPHkST09Pl97rarfbyczMJD09XffcCnBt+oRpmqSmpnLixAlCQkIcX4qIa7h1Qnj+Yybkv9t2/CCPLX4UPJLxshVldteJutRKRG5ofp7e1I8pR/2YcnmWZWZns+nYPv48uosdp/axP3E/p9KPkpR9gizLKbCkgzWJdJJIt//D8WTYnAwcBbaCaVqw2kLxsxQk1CuSQv6FKRFSjHJhMVSKKkGZsCh96BYMw6BQoULs3buX/fv3uzQW0zRJS0vD19fXafZ1cV/Xsk+EhIQQFRV1VduUK+fWCaFcXYcSTvPgjw9hepzGkh3Blx0/ISIgyNVhiYj8a14eHtQqUppaRUrnWWa32zmUGMefR/5h+8l97E04wJHkw5zOPE6K7Tg2y2kMiw27RxzJxJGc/RcHE2BNAnD2M79p98BqD8XPEk6IV0EifKMoGhhNqdAi3F4whgqRxTQzs5vw8vKiTJkyZGZmujSOrKwsli9fTsOGDXUZnwDXrk94enpqZPAG4ZYJYZs2bfjiiy8IDg4G4LXXXuPRRx8lJCQEgLi4OBo0aMD27dtdGOXN5XhyAnfP7kO2xxGwBfFxy8lnp5EXEbk1WSwWioVEUCwkgo7UybM822Zj+8mDbDr6Dzvj9rM/4RDH044Qn3mMdE5ityRiWLKxW06SzEmSs//iUBL8mQQcAbadbcgWiDfhBHqEE+4TRSH/QpQIKcJt4UWpFBlDkaAwjTLeIiwWCz4+Pi6NwWq1kp2djY+PjxJCAdQn3IFbJoQLFy4kIyPD8X706NF07drVkRBmZ2ezc+dOF0V38zmenEC7r3uRbt0DNl9ev3Nivt+mi4i4Ew+rlcpRxS/4uJ2UjAy2Hj/AXyf3s/vMQQ4lHeFE6jHiM0+Qaj9FtuUMhiULrElkkESGuZdTabAjDZaeAnbntGPavfG0h+JnDSfYM5wwn4JEB0RRLDiK0mFFKB9RREmjiIhckFsmhOdPcaspb/+985PB0fXepdVt1V0dlojIDc/f25s6xcpQp1iZfJfb7Xb2njnB1uP7+TvuAPsSDnM0+SinM46TZDtFJnFgTcawZJBtOUYix0jMhoPJsDEZOPb/bZl2T6z2EHwsoQR5RFDAJ5xI34JkxKWQ+VcYt0fGUCasEF4ebvmxQETErenML//asaQztP+mt1My2L58bVeHJSJyS7BYLJQKi6JUWBTkc0kqQHxaCluO7eevU/v558whjiaf4FT6CRIyT5JqP0MWp8GaimHJwm45SSonSbX/zbFU2J4KWOG3P2cCORPgWOxBeBFKgDWMUO8ICvoVpHBgFEWDIikRWojbwqOJCgjRaKOIyC3ELRNCwzDyzJKkmbSuzM6TR3jgh4fItB4Emy+v1p2oZFBE5DoL8fWnQYnbaVDi9gvWiU9LYcfJQ+w8dYj9CUc5lHSUE6knOJNxkoSME9g9EnPuZzTsmNZ4Mogng73EZcDuDOCMc3s5o41BeBkh+FtDCfYqQJhvOFF+BYkOKkhMcBRlwgtRMjRKI44iIjcBtzxTm6ZJbGws3t7eAKSnp/Poo4/i7+8P4HR/oeT1x4FdPLzoYewep8AWwOh6bysZFBG5QYX4+lO3WFnqFivrVJ6VlcW8efNo06YNNkx2xx1jZ9wh/jl9mAOJRzmeepzT6SdJyo4jwx6PzZIIlvSzo41xpBNHOhCXCf9kAgnkPG7jLNM0MOwBeBKCnyWEQM8ChHqHU9A/gsIBBSkaHEmpAtGULBBJmF/g9TwkIiJyDrdMCHv16uX0/sEHH8xTp2fPntcrnJvK11tWMnLt/8AjCUt2GO83+4A7Ysq7OiwREfkPfDy9qBhVjIpRxS5a70xqMn+fOso/Z46wP+EYR5NPcjL1BKfT40jKPkOa7QxZRgKmJRnDMMGaRBZJJHCQhGw4lA2kACec2zXtnljsgXgZQfhaggnwDCHYK5QCPgWI9A+nUGA4RYIKUiI0kpjQCPw8va/ZsRARcTdumRBOmTLF1SHclIb8/BE/Hn4Pw2rDM7sIMzt8RLmIIq4OS0RErpNQv4CLToSTKz0rk71nTrA77gj74o9yOOkEx1NOEpd+isTM06TYzpBhxjsevWFYsjAtp8ngNBlAfG7ymAqczmcDNj+sZiDeliD8rMEEeoYS4l2AcN9QCvqHUzgwgqLBBSkeUpDooAK6dFVE5CJ0hpRLSs3K4P5ZL/BP5s8YFgijBt/c944eOi8iIvny8fSifMEilC948S8N7XY7canJ/HP6OPsTjnM48STHkk9xKi2O0+mnScw6Q2p2Aun2BLKNpHNGHlOxkUoqx0k14VQmkAkk5d1GzqWrvljNADyNAHysQfhZAwn0CibEO4QCPqFE+BUgKqAAhQLDKBocQdGQMI1CiojbUEIoF7Vi73aeWjqEDOteAGoG3c9HHZ7Dw2p1cWQiInKzs1gsRAQEEREQRB0uPuoIkG2zcSDhFPvOHOdA/AmOJJ/keEoccWlxxGecISnrDGm2BDLMROyWpJx7Hs9JIG2cIB2ItwFpZ18XYvfBYvfH0wg4OxIZRIBnECHeIYT6hBLuF0KUfxgR/qEUCgwlOqiAZmAVkZuSEkLJV7bNxtMLP2DJ8U8xrFlg96Fv2RcZVL+Tq0MTERE35WG1UrJAJCULRF5W/ZSMDA4mnuRQQhyHE09xIuU0J1JPczotnoTMeJIyE0jNTiTdnkSmmYTdSMG0pOUkkZZ07JZ0MogjA0i0AxlnX4n5by93NNJi+uFh+ONt+ONjDcDPI5AAz0CCvIMI8Q6mgG8wEX4hOUllQAGigwpQKDBEX7aKiEsoIZQ81h3azeOLXiDZ8heGBQLs5Xm/5ViqRZdwdWgiIiKXzd/bm3IRRa7ofvfM7GwOJcZxKOEUR5LiOJoUx8nU05xOj+dM+hmSMhNIzk4k3ZaTRNqMFEwjLedeyLOjkXZSyeRUzlWsJpB19pV64e3mJJM+Z5NJP7yMAHys/vhaA/D18CfAM5AAL3+CvQMJ8Q4k1DeYAn6BRPgFE+EfTFRACME+fhqhFJErpoRQHOJSk3hi/gQ2JX6HYcnGtHvSLKov41s8qm8tRUTELXh5eFzRKGSu+LQUDiee5mjSaU6mxHMyJZ64tHhOpyeQkJFIUmYiKdlJpNmSybAlk2WmYDNSsRupGJass8lkGnbSyCSOTCDZBLLPvtIvHYNpWs4mlb5YDV88DV+8DD98rP74ePjh7xGAv2cAwd4BBHkHEuITRJhvECE+ARTwC6SAbyBBnj5k2+3/4siJyM1KCaEQn5bCC4sns+Lk12BNxrCAv70crzcecdGHHYuIiEiOEF9/Qnz9qRBZ9IrXTcpI40jiGY4mneZ48hlOpsYTl5qTTCZlJpGcmUxqdgppthQybClk2lPJMtOwkYZppGFaMjAME8OwO0Yo7ZwzKGknZ9KdzMuPadjnr2KY3lhMH6x442H44Gnxxcvig7fFFx8PP/w8fPH18Mff049AL38Cvf0J8vYn1CeQYJ8ACvgGEOYXRLhfoEYvRW5gSgivsvfee4/XX3+dY8eOUaVKFSZOnEjt2hd+aPs333zDyy+/zL59+yhTpgxjx46lTZs21yXWHScPMWr5p2xMmAfWFLCCJTuMB28bwNN3dNaJW0RE5DoI9PalbIQvZSOi/9X6drudk6lJnExO4ERKPKdSE4lLS+RMWgIJ6ckknk0qk7OSSctOId2WQoY9lSwzlWwzDbuRgXn2ZRgmAIYlJ4O0k+RILtMATMB29pVx+TGapgGmJ4bphWF6YcELq+GVk2xavPEyvPG0+OBl9cbb4oOPhzc+Hr74WH3w9/LD39M35+XlS6CXH4HefgR5+xHs40+IT04yHuztpyuaRP4FJYRX0VdffcXgwYOZNGkSderU4a233qJly5bs3LmTggUL5qn/22+/cf/99zNmzBjatWvHzJkz6dSpExs2bKBixYrXJMZ/Th/n43U/svzIL8Sz9ey3iWBkF6B1kQcZdldPTbUtIiJyE7FYLEQGBBMZEAwU+9ft2O12TiUlMufnn7i9ZjWSMtNISE8mPiOFhPQkkjJSSM5KJTkzhbTsFFKz00jPTiXDnkamPZ0sexrZZjo2MrAb6TkJpiVnWNIwTDByksxzc0rnAM6+4IqSzXOZphVMDwzTE8P0xIInBp5YjbMvvLBaPPE0vPC0eONp8cLT4oWX1QsvizfeHl54W71zElKrN36ePvh6+ODr5YOv1QsfTy98PbzP/uuFr6f32X9zXn6e3vh5euvZl3JTUW+9it544w369etH7969AZg0aRI//fQTn376KUOGDMlT/+2336ZVq1Y8++yzAIwcOZJFixbx7rvvMmnSpP8cj91uZ+2hPSzdu4EtxzexJ3k7yZZ/zp6UwQD8bCW4p0QXnqzdHh9PLzCzITP7P29bXCgrC6stAzJTwPR0dTRyo1C/kPOpT8h5LECoBxS2elK3YDSenv+9X2TbbJxJTyEuLYnE9HQSM1JJykwlMSONlKw0kjNz/k3JSiMtO5207HTSbelk2NLJsGWQac95ZZkZZJsZ2MxMbGRiJxO7kQVGFliyHNszDBsYOcOXuYkn5NyG6eSCWenVYZoGhukBphUDK4ZpxcADAyuW3H8ND6x45PxreOBheJxNXK1YjbPLDYvjvdWwYrVYsRoeWA0rHhYPPCxWPAwrHharU5mnJfdnj5yfrTnlXmfLvKxWPM/WtRgWLIYFq+Xsy7BgtRhYDCsehgW73c7+lGNsPLAdL09PPCw59XO2aTnnfc76HoYVi8U4u9w4uw3jyq88y0y5Nr8cycMwTdN0dRC3gszMTPz8/Jg1axadOnVylPfq1Yv4+Hi+++67POsUK1aMwYMHM2jQIEfZsGHDmDt3Lps2bbqs7SYmJhIcHEyryQ9j9bViM7NJsSWRajtDhhEH1rx3oZfPyOSu1FRapKRSMkvJn4iIiNy87EC6YZBuGGSefWWc82+642fItOSUZZxXL/2c9+cvO7dOtgFZhkEWBlm5PxsG2Ybh6sNwy7Gl2fjrsb9ISEggKCjI1eHc0jRCeJWcOnUKm81GZKTzrGSRkZHs2LEj33WOHTuWb/1jx45dcDsZGRlkZPz/dRSJiTkPQ9pvW4HVdva6eQPHb9bTNCmTmUn5jCxuz8ykfloaRbKv0ddhIiIiIteZBfAzTfxcOMbheLrI2QQxyylxPP89ZDrqGWQB2eesl2kY2DCwGZB93r82cpJSG2AzDGxn1819n5373qlu/u+zMbAbOQm1CdjPvs/5Oee96bQc7Ibh9LPcGpQQ3mTGjBnDiBEj8pT3jU8kMM3AA5Mgu52C2TYis22UzMrCE4j3LcbKMi+xEYON1z1qEREREcmPAXiefd1s7HYTOyZ2M+dfG2ffn1NmN3PKr1SaPY0nGHANopbzKSG8SsLDw7FarRw/ftyp/Pjx40RFReW7TlRU1BXVB3j++ecZPHiw431iYiJFixal+wMrCAsLzXedLMDf04+W+ibHLWRlZbFo0SKaN29+Ve7/kFuD+oWcT31C8qN+IedzVZ9ITExUQnidKCG8Sry8vKhRowZLlixx3ENot9tZsmQJAwcOzHedevXqsWTJEqd7CBctWkS9evUuuB1vb2+8vfPOAurpH4Snf8h/2QW5xXh6euo/c8lD/ULOpz4h+VG/kPNd7z6h/nf9KCG8igYPHkyvXr2oWbMmtWvX5q233iIlJcUx62jPnj0pXLgwY8aMAeDJJ5+kUaNGTJgwgbZt2/Lll1+ybt06Jk+efNnbzJ0TKCkpSX84AuR8k5eamkpiYqL6hDioX8j51CckP+oXcj5X9YnceTI0/+W1p4TwKrrvvvs4efIkQ4cO5dixY1StWpUFCxY4Jo45cOCA05S79evXZ+bMmbz00ku88MILlClThrlz517RMwjj4uIAKFGixNXdGRERERERF0tKSiI4ONjVYdzS9NiJm1x8fDyhoaEcOHBAfywC/P99pQcPHtQ0zeKgfiHnU5+Q/KhfyPlc1SdM0yQpKYno6Ogrf4ahXBGNEN7kcv9AgoODdeIWJ0FBQeoTkof6hZxPfULyo34h53NFn9Bgx/WhdFtERERERMRNKSEUERERERFxU0oIb3Le3t4MGzYs30dRiHtSn5D8qF/I+dQnJD/qF3I+9YlbnyaVERERERERcVMaIRQREREREXFTSghFRERERETclBJCERERERERN6WEUERERERExE0pIbyJvffeexQvXhwfHx/q1KnDmjVrXB2SuNDw4cMxDMPpVa5cOVeHJdfR8uXLad++PdHR0RiGwdy5c52Wm6bJ0KFDKVSoEL6+vjRr1oxdu3a5Jli5bi7VL2JjY/OcO1q1auWaYOW6GDNmDLVq1SIwMJCCBQvSqVMndu7c6VQnPT2dAQMGEBYWRkBAAJ07d+b48eMuiliuh8vpF40bN85zvnj00UddFLFcLUoIb1JfffUVgwcPZtiwYWzYsIEqVarQsmVLTpw44erQxIUqVKjA0aNHHa+VK1e6OiS5jlJSUqhSpQrvvfdevsvHjRvHO++8w6RJk/jjjz/w9/enZcuWpKenX+dI5Xq6VL8AaNWqldO544svvriOEcr19uuvvzJgwABWr17NokWLyMrKokWLFqSkpDjqPPXUU/zwww988803/Prrrxw5coR77rnHhVHLtXY5/QKgX79+TueLcePGuShiuVr02ImbVJ06dahVqxbvvvsuAHa7naJFi/L4448zZMgQF0cnrjB8+HDmzp3Lxo0bXR2K3AAMw2DOnDl06tQJyBkdjI6O5umnn+aZZ54BICEhgcjISKZOnUq3bt1cGK1cL+f3C8gZIYyPj88zciju4+TJkxQsWJBff/2Vhg0bkpCQQEREBDNnzqRLly4A7Nixg/Lly/P7779Tt25dF0cs18P5/QJyRgirVq3KW2+95drg5KrSCOFNKDMzk/Xr19OsWTNHmcVioVmzZvz+++8ujExcbdeuXURHR1OyZEm6d+/OgQMHXB2S3CD27t3LsWPHnM4bwcHB1KlTR+cNYdmyZRQsWJCyZcvy2GOPERcX5+qQ5DpKSEgAoECBAgCsX7+erKwsp/NFuXLlKFasmM4XbuT8fpFrxowZhIeHU7FiRZ5//nlSU1NdEZ5cRR6uDkCu3KlTp7DZbERGRjqVR0ZGsmPHDhdFJa5Wp04dpk6dStmyZTl69CgjRoygQYMGbN26lcDAQFeHJy527NgxgHzPG7nLxD21atWKe+65hxIlSrBnzx5eeOEFWrduze+//47VanV1eHKN2e12Bg0axB133EHFihWBnPOFl5cXISEhTnV1vnAf+fULgAceeICYmBiio6PZvHkzzz33HDt37uTbb791YbTyXykhFLlFtG7d2vFz5cqVqVOnDjExMXz99df07dvXhZGJyI3s3MuFK1WqROXKlSlVqhTLli2jadOmLoxMrocBAwawdetW3XMuTi7ULx5++GHHz5UqVaJQoUI0bdqUPXv2UKpUqesdplwlumT0JhQeHo7Vas0z29fx48eJiopyUVRyowkJCeG2225j9+7drg5FbgC55wadN+RSSpYsSXh4uM4dbmDgwIH8+OOPLF26lCJFijjKo6KiyMzMJD4+3qm+zhfu4UL9Ij916tQB0PniJqeE8Cbk5eVFjRo1WLJkiaPMbrezZMkS6tWr58LI5EaSnJzMnj17KFSokKtDkRtAiRIliIqKcjpvJCYm8scff+i8IU4OHTpEXFyczh23MNM0GThwIHPmzOGXX36hRIkSTstr1KiBp6en0/li586dHDhwQOeLW9il+kV+ciey0/ni5qZLRm9SgwcPplevXtSsWZPatWvz1ltvkZKSQu/evV0dmrjIM888Q/v27YmJieHIkSMMGzYMq9XK/fff7+rQ5DpJTk52+pZ27969bNy4kQIFClCsWDEGDRrEq6++SpkyZShRogQvv/wy0dHRTjNOyq3nYv2iQIECjBgxgs6dOxMVFcWePXv43//+R+nSpWnZsqULo5ZracCAAcycOZPvvvuOwMBAx32BwcHB+Pr6EhwcTN++fRk8eDAFChQgKCiIxx9/nHr16mmG0VvYpfrFnj17mDlzJm3atCEsLIzNmzfz1FNP0bBhQypXruzi6OU/MeWmNXHiRLNYsWKml5eXWbt2bXP16tWuDklc6L777jMLFSpkenl5mYULFzbvu+8+c/fu3a4OS66jpUuXmkCeV69evUzTNE273W6+/PLLZmRkpOnt7W02bdrU3Llzp2uDlmvuYv0iNTXVbNGihRkREWF6enqaMTExZr9+/cxjx465Omy5hvLrD4A5ZcoUR520tDSzf//+ZmhoqOnn52fefffd5tGjR10XtFxzl+oXBw4cMBs2bGgWKFDA9Pb2NkuXLm0+++yzZkJCgmsDl/9MzyEUERERERFxU7qHUERERERExE0pIRQREREREXFTSghFRERERETclBJCERERERERN6WEUERERERExE0pIRQREREREXFTSghFRERERETclBJCERERERERN6WEUEREbmmxsbF06tTJZdvv0aMHo0ePvqy63bp1Y8KECdc4IhERkf9nmKZpujoIERGRf8MwjIsuHzZsGE899RSmaRISEnJ9gjrHpk2buOuuu9i/fz8BAQGXrL9161YaNmzI3r17CQ4Ovg4RioiIu1NCKCIiN61jx445fv7qq68YOnQoO3fudJQFBARcViJ2rTz00EN4eHgwadKky16nVq1axMbGMmDAgGsYmYiISA5dMioiIjetqKgoxys4OBjDMJzKAgIC8lwy2rhxYx5//HEGDRpEaGgokZGRfPTRR6SkpNC7d28CAwMpXbo08+fPd9rW1q1bad26NQEBAURGRtKjRw9OnTp1wdhsNhuzZs2iffv2TuXvv/8+ZcqUwcfHh8jISLp06eK0vH379nz55Zf//eCIiIhcBiWEIiLidqZNm0Z4eDhr1qzh8ccf57HHHuPee++lfv36bNiwgRYtWtCjRw9SU1MBiI+P56677qJatWqsW7eOBQsWcPz4cbp27XrBbWzevJmEhARq1qzpKFu3bh1PPPEEr7zyCjt37mTBggU0bNjQab3atWuzZs0aMjIyrs3Oi4iInEMJoYiIuJ0qVarw0ksvUaZMGZ5//nl8fHwIDw+nX79+lClThqFDhxIXF8fmzZsBePfdd6lWrRqjR4+mXLlyVKtWjU8//ZSlS5fy999/57uN/fv3Y7VaKViwoKPswIED+Pv7065dO2JiYqhWrRpPPPGE03rR0dFkZmY6XQ4rIiJyrSghFBERt1O5cmXHz1arlbCwMCpVquQoi4yMBODEiRNAzuQwS5cuddyTGBAQQLly5QDYs2dPvttIS0vD29vbaeKb5s2bExMTQ8mSJenRowczZsxwjELm8vX1BchTLiIici0oIRQREbfj6enp9N4wDKey3CTObrcDkJycTPv27dm4caPTa9euXXku+cwVHh5OamoqmZmZjrLAwEA2bNjAF198QaFChRg6dChVqlQhPj7eUef06dMAREREXJV9FRERuRglhCIiIpdQvXp1tm3bRvHixSldurTTy9/fP991qlatCsD27dudyj08PGjWrBnjxo1j8+bN7Nu3j19++cWxfOvWrRQpUoTw8PBrtj8iIiK5lBCKiIhcwoABAzh9+jT3338/a9euZc+ePSxcuJDevXtjs9nyXSciIoLq1auzcuVKR9mPP/7IO++8w8aNG9m/fz+fffYZdrudsmXLOuqsWLGCFi1aXPN9EhERASWEIiIilxQdHc2qVauw2Wy0aNGCSpUqMWjQIEJCQrBYLvxf6UMPPcSMGTMc70NCQvj222+56667KF++PJMmTeKLL76gQoUKAKSnpzN37lz69et3zfdJREQE9GB6ERGRayYtLY2yZcvy1VdfUa9evUvW/+CDD5gzZw4///zzdYhOREREI4QiIiLXjK+vL5999tlFH2B/Lk9PTyZOnHiNoxIREfl/GiEUERERERFxUxohFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVErqJly5ZhGAbLli1zdSiXpXHjxlSsWNEl2x4+fDiGYVyz9mNjYylevPg1a19ERORWoIRQRG56hmFc1utykrTRo0czd+7cax7z1KlTHXGtXLkyz3LTNClatCiGYdCuXbtrHo87a9y48QX7TLly5Vwd3nWxZ88eHnnkEUqWLImPjw9BQUHccccdvP3226Slpbk6vJvezJkzeeutt1wdhohIvjxcHYCIyH81ffp0p/efffYZixYtylNevnz5S7Y1evRounTpQqdOna5miBfk4+PDzJkzufPOO53Kf/31Vw4dOoS3t/d1icMVXnrpJYYMGeLqMAAoUqQIY8aMyVMeHBzsgmiur59++ol7770Xb29vevbsScWKFcnMzGTlypU8++yzbNu2jcmTJ7s6zJvazJkz2bp1K4MGDXJ1KCIieSghFJGb3oMPPuj0fvXq1SxatChP+Y2oTZs2fPPNN7zzzjt4ePz/KXnmzJnUqFGDU6dOuTC6a8vDw8Npn10pODj4hukvqamp+Pn5XZdt7d27l27duhETE8Mvv/xCoUKFHMsGDBjA7t27+emnn65LLCIi4hq6ZFRE3EJKSgpPP/00RYsWxdvbm7JlyzJ+/HhM03TUMQyDlJQUpk2b5rhkMDY2FoD9+/fTv39/ypYti6+vL2FhYdx7773s27fvP8V1//33ExcXx6JFixxlmZmZzJo1iwceeCDfdex2O2+99RYVKlTAx8eHyMhIHnnkEc6cOZOn7vz582nUqBGBgYEEBQVRq1YtZs6cmafe9u3badKkCX5+fhQuXJhx48Y5Lc/MzGTo0KHUqFGD4OBg/P39adCgAUuXLnWqt2/fPgzDYPz48UyePJlSpUrh7e1NrVq1WLt2rVPdC91D+Pnnn1O7dm38/PwIDQ2lYcOG/Pzzz47l3333HW3btiU6Ohpvb29KlSrFyJEjsdls+R6vqyU33t27dxMbG0tISAjBwcH07t2b1NTUfPejRo0a+Pr6UqBAAbp168bBgwed6uTew7l+/XoaNmyIn58fL7zwAgBxcXH06NGDoKAgQkJC6NWrF5s2bcIwDKZOnQrAlClTMAyDP//8M8/2R48ejdVq5fDhwxfcp3HjxpGcnMwnn3zilAzmKl26NE8++aTjfXZ2NiNHjnT8XosXL84LL7xARkaG03rFixenXbt2LFu2jJo1a+Lr60ulSpUcl21/++23VKpUCR8fH2rUqJEn/tjYWAICAvjnn39o2bIl/v7+REdH88orrzj9zcLl/W1Dzt/3wIEDmTt3LhUrVsTb25sKFSqwYMGCPPt9+PBh+vTpQ2RkpKPep59+6lQn937hr7/+mlGjRlGkSBF8fHxo2rQpu3fvdtRr3LgxP/30E/v373ecV869t3XixIlUqFDB0d9r1qyZ79+oiMi1cmN8NSsicg2ZpkmHDh1YunQpffv2pWrVqixcuJBnn32Ww4cP8+abbwI5l54+9NBD1K5dm4cffhiAUqVKAbB27Vp+++03unXrRpEiRdi3bx8ffPABjRs3Zvv27f96RKd48eLUq1ePL774gtatWwM5SVxCQgLdunXjnXfeybPOI488wtSpU+nduzdPPPEEe/fu5d133+XPP/9k1apVeHp6Ajn3Kfbp04cKFSrw/PPPExISwp9//smCBQucks0zZ87QqlUr7rnnHrp27cqsWbN47rnnqFSpkiOmxMREPv74Y+6//3769etHUlISn3zyCS1btmTNmjVUrVrVKcaZM2eSlJTEI488gmEYjBs3jnvuuYd//vnHEV9+RowYwfDhw6lfvz6vvPIKXl5e/PHHH/zyyy+0aNHCsV8BAQEMHjyYgIAAfvnlF4YOHUpiYiKvv/76v/o92Gy2fEdjfX198ff3dyrr2rUrJUqUYMyYMWzYsIGPP/6YggULMnbsWEedUaNG8fLLL9O1a1ceeughTp48ycSJE2nYsCF//vknISEhjrpxcXG0bt2abt268eCDDxIZGYndbqd9+/asWbOGxx57jHLlyvHdd9/Rq1cvp1i6dOnCgAEDmDFjBtWqVXNaNmPGDBo3bkzhwoUvuN8//PADJUuWpH79+pd1nB566CGmTZtGly5dePrpp/njjz8YM2YMf/31F3PmzHGqu3v3bh544AEeeeQRHnzwQcaPH0/79u2ZNGkSL7zwAv379wdgzJgxdO3alZ07d2Kx/P/31DabjVatWlG3bl3GjRvHggULGDZsGNnZ2bzyyivA5f9t51q5ciXffvst/fv3JzAwkHfeeYfOnTtz4MABwsLCADh+/Dh169Z1JJARERHMnz+fvn37kpiYmOeyz9deew2LxcIzzzxDQkIC48aNo3v37vzxxx8AvPjiiyQkJHDo0CFHPAEBAQB89NFHPPHEE3Tp0oUnn3yS9PR0Nm/ezB9//HHBL4RERK46U0TkFjNgwADz3NPb3LlzTcB89dVXnep16dLFNAzD3L17t6PM39/f7NWrV542U1NT85T9/vvvJmB+9tlnjrKlS5eagLl06dKLxjhlyhQTMNeuXWu+++67ZmBgoGMb9957r9mkSRPTNE0zJibGbNu2rWO9FStWmIA5Y8YMp/YWLFjgVB4fH28GBgaaderUMdPS0pzq2u12x8+NGjXKsw8ZGRlmVFSU2blzZ0dZdna2mZGR4dTOmTNnzMjISLNPnz6Osr1795qAGRYWZp4+fdpR/t1335mA+cMPPzjKhg0b5vR72rVrl2mxWMy7777btNlsF4w5v9/FI488Yvr5+Znp6emOsl69epkxMTF56p4v9xjk93rkkUfyxHvu/pqmad59991mWFiY4/2+fftMq9Vqjho1yqneli1bTA8PD6fy3G1PmjTJqe7s2bNNwHzrrbccZTabzbzrrrtMwJwyZYqj/P777zejo6OdjtmGDRvy1DtfQkKCCZgdO3a86PHJtXHjRhMwH3roIafyZ555xgTMX375xVEWExNjAuZvv/3mKFu4cKEJmL6+vub+/fsd5R9++GGev5levXqZgPn44487yux2u9m2bVvTy8vLPHnypGmaV/a3DZheXl5OZZs2bTIBc+LEiY6yvn37moUKFTJPnTrl1Ga3bt3M4OBgR//L/VsvX76809/G22+/bQLmli1bHGVt27bNty927NjRrFChQp5yEZHrSZeMisgtb968eVitVp544gmn8qeffhrTNJk/f/4l2/D19XX8nJWVRVxcHKVLlyYkJIQNGzb8p/i6du1KWloaP/74I0lJSfz4448XHB345ptvCA4Opnnz5pw6dcrxqlGjBgEBAY5LOBctWkRSUhJDhgzBx8fHqY3zL9MMCAhwun/Oy8uL2rVr888//zjKrFYrXl5eQM4lq6dPnyY7O5uaNWvmu//33XcfoaGhjvcNGjQAcGrzfHPnzsVutzN06FCnkaLzYz73d5GUlMSpU6do0KABqamp7Nix44LtX0zx4sVZtGhRnld+k4A8+uijTu8bNGhAXFwciYmJQM7lkHa7na5duzr9jqKioihTpkyey2y9vb3p3bu3U9mCBQvw9PSkX79+jjKLxcKAAQPyxNOzZ0+OHDni1O6MGTPw9fWlc+fOF9zn3HgDAwMvWOdc8+bNA2Dw4MFO5U8//TRAnnsNb7/9durVq+d4X6dOHQDuuusuihUrlqc8v74xcOBAx8+5I3aZmZksXrzYEdOV/G03a9bMMeoPULlyZYKCghzbNk2T2bNn0759e0zTdPr9tWzZkoSEhDz9vXfv3o6/Dbi8vp4rJCSEQ4cO5bmcWkTketIlo7eI5cuX8/rrr7N+/XqOHj3KnDlzrniWRNM0mTBhApMnT2b//v2Eh4fTv39/XnzxxWsTtMh1sn//fqKjo/N88M2ddXT//v2XbCMtLY0xY8YwZcoUDh8+7HR/UkJCwn+KLyIigmbNmjFz5kxSU1Ox2Wx06dIl37q7du0iISGBggUL5rv8xIkTQM5jBIDLesZgkSJF8iSJoaGhbN682als2rRpTJgwgR07dpCVleUoL1GiRJ42z/3An9sekO99jrn27NmDxWLh9ttvv2i827Zt46WXXuKXX35xJDW5/u3vwt/fn2bNml1W3YvtW1BQELt27cI0TcqUKZPv+udfMlu4cGGnhAJy+mShQoXyXIpcunTpPO01b96cQoUKMWPGDJo2bYrdbueLL76gY8eOF032goKCgJyk+nLs378fi8WSJ4aoqChCQkLy/B2df5xyZ2wtWrRovuXn9w2LxULJkiWdym677TYAx727V/q3fX5MkPP7y932yZMniY+PZ/LkyRecWTX3b+xCbV5OX8/13HPPsXjxYmrXrk3p0qVp0aIFDzzwAHfccccl1xURuVqUEN4iUlJSqFKlCn369OGee+75V208+eST/Pzzz4wfP55KlSpx+vRpTp8+fZUjFbk5Pf7440yZMoVBgwZRr149goODMQyDbt26Ybfb/3P7DzzwAP369ePYsWO0bt3a6R6zc9ntdgoWLMiMGf/H3n3HR1GtDRz/zZZsNr03CEnovYiCoDTpzReRC9joeFWwIaKol2IBG4odyxVQQbGiVxEpgiCiIkUEBAGBIElIgfSym915/5jsJptCEkgB9vn6mc/MnDkzc2acLPvsOXPOinK3h4aGVvvcer2+3PSSQe8HH3zAhAkTGDFiBA8++CBhYWHo9XoWLlzoDD6re8zzkZ6eTq9evfDz8+Pxxx+nSZMmeHp6smvXLh566KEa+X9RmcquzW63oygK3377bbl5He+POZSs8Tzf8tx88828/fbbvP7662zbto2EhIRKe0318/MjKiqKffv2Vet85XUEVFG5qpN+oc9GVVTl/x1oPReXfl/ToX379tU65rm0atWKQ4cO8fXXX7N27Vo+++wzXn/9debMmcP8+fMr3V8IIWqCBISXicGDBzs7fyhPQUEBjz76KB9++CHp6em0bduWZ555ht69ewPw559/8sYbb7Bv3z5atGgBlP+rvxCXopiYGDZs2EBWVpZLTYKjeWFMTIwzraIvu59++injx49n0aJFzrT8/HzS09NrpIw33HAD//73v/n5559ZtWpVhfmaNGnChg0buOaaa84ZSDiaxe3bt6/cWqXq+vTTT2ncuDGff/65yz2aO3fuBR/boUmTJtjtdg4cOFCmkxqHzZs3k5aWxueff07Pnj2d6ceOHauxclyoJk2aoKoqcXFxzhqt6oqJiWHTpk1lhqAo2XtlSePGjWPRokX873//49tvvyU0NJSBAwdWep5hw4bx1ltvsX37dpfmnRWVyW63c/jwYZcxPU+fPk16errL31FNsNvt/P333y738K+//gJw9tJZnb/tqggNDcXX1xebzVblGuOqOFcQ7e3tzZgxYxgzZgwWi4WRI0fy1FNPMXv27DLNvYUQojbIO4RuYvr06Wzfvp2PPvqIvXv38q9//YtBgwZx+PBhoLinua+//pq4uDhiY2OZMmWK1BCKy8KQIUOw2Wy8+uqrLukvvvgiiqK4/Jji7e1dbpCn1+vL/OL/yiuv1NhQBz4+PrzxxhvMmzeP4cOHV5hv9OjR2Gw2nnjiiTLbCgsLnWUfMGAAvr6+LFy4kPz8fJd851MT46gFKbnvL7/8wvbt26t9rIqMGDECnU7H448/Xqamz3He8sphsVh4/fXXa6wcF2rkyJHo9Xrmz59f5l6rqkpaWlqlxxg4cCBWq5W3337bmWa323nttdfKzd++fXvat2/PO++8w2effcbYsWOrNMbjrFmz8Pb2ZsqUKZw+fbrM9qNHj/LSSy8B2t8RwOLFi13yvPDCCwAMHTq00vNVV8m/WVVVefXVVzEajfTt29dZpqr+bVeFXq/nxhtv5LPPPiu35jQlJeU8rkL7XCmvOXPpZ8HDw4PWrVujqqpLs2whhKhNUkPoBuLj41m6dCnx8fFERUUBMHPmTNauXcvSpUtZsGABf//9NydOnOCTTz7hvffew2azcf/99zNq1Ci+//77er4CIS7M8OHD6dOnD48++ijHjx+nQ4cOrFu3ji+//JL77rvPpZOJzp07s2HDBl544QWioqKIi4uja9euDBs2jPfffx9/f39at27N9u3b2bBhg7Or+ppQURO1knr16sW///1vFi5cyJ49exgwYABGo5HDhw/zySef8NJLLzFq1Cj8/Px48cUXmTJlCldddRU333wzgYGB/P777+Tm5rJ8+fJqlW3YsGF8/vnn3HDDDQwdOpRjx46xZMkSWrduTXZ29vlesoumTZvy6KOP8sQTT9CjRw9GjhyJyWRix44dREVFsXDhQrp3705gYCDjx4/nnnvuQVEU3n///QtubpiRkcEHH3xQ7rbqDljfpEkTnnzySWbPns3x48cZMWIEvr6+HDt2jC+++ILbb7+dmTNnnvMYI0aMoEuXLjzwwAMcOXKEli1b8tVXXzl/pCuvxmncuHHO41a1zE2aNGHlypWMGTOGVq1aMW7cONq2bYvFYuGnn37ik08+cY7F2aFDB8aPH89bb73lbLr766+/snz5ckaMGEGfPn2qcZcq5+npydq1axk/fjxdu3bl22+/5ZtvvuGRRx5xNo2uzt92VT399NNs2rSJrl27MnXqVFq3bs2ZM2fYtWsXGzZsOK8fSjt37syqVauYMWMGV111FT4+PgwfPpwBAwYQERHBNddcQ3h4OH/++SevvvoqQ4cOrXJnP0IIccHqrkNTUVcA9YsvvnCuf/311yqgent7u0wGg0EdPXq0qqqqOnXqVBVQDx065Nxv586dKqAePHiwri9BiAtSetgJVVXVrKws9f7771ejoqJUo9GoNmvWTH3uuedchjNQVVU9ePCg2rNnT9VsNquAcwiKs2fPqhMnTlRDQkJUHx8fdeDAgerBgwfVmJgYl2EqzmfYiXMpPeyEw1tvvaV27txZNZvNqq+vr9quXTt11qxZakJCgku+r776Su3evbtqNptVPz8/tUuXLuqHH37o3N6rV69yu70vPWSD3W5XFyxYoMbExKgmk0nt1KmT+vXXX5fJ5xh24rnnnitzTECdO3euc730sBMO7777rtqpUyfVZDKpgYGBaq9evdT169c7t2/btk29+uqrVbPZrEZFRamzZs1yDmlQeuiCCx12omT5HOV1DHng4Ph/eezYMZf0zz77TL322mudn7ktW7ZUp02b5vI5W9H9V1VVTUlJUW+++WbV19dX9ff3VydMmKBu27ZNBdSPPvqoTP7ExERVr9erzZs3r/SaS/vrr7/UqVOnqrGxsaqHh4fq6+urXnPNNeorr7ziMpSH1WpV58+fr8bFxalGo1GNjo5WZ8+e7ZJHVSt+bgF12rRpLmnlPTPjx49Xvb291aNHj6oDBgxQvby81PDwcHXu3LllhiSp6t92eed2lLX0UDOnT59Wp02bpkZHR6tGo1GNiIhQ+/btq7711lvOPI6/9U8++aTc6yk55Ed2drZ68803qwEBASrgfC7ffPNNtWfPnmpwcLBqMpnUJk2aqA8++KCakZFRppxCCFFbFFWtg7e4RZ1SFMWll9FVq1Zxyy23sH///jIvv/v4+BAREcHcuXNZsGCBSxOVvLw8vLy8WLduHf3796/LSxBCCFGO1atXc8MNN/Djjz+W6YkyNTWVyMhI5syZw3/+8596KmHNmDBhAp9++mmN1T4LIYSomDQZdQOdOnXCZrORnJzsHB+ptGuuuYbCwkKOHj3qbGLjeHm/pjsKEEIIUbm8vDyXjoNsNhuvvPIKfn5+XHHFFWXyL1u2DJvNxm233VaXxRRCCHGJk4DwMpGdne3S+9yxY8fYs2cPQUFBNG/enFtuucXZC12nTp1ISUlh48aNtG/fnqFDh9KvXz+uuOIKJk2axOLFi7Hb7UybNo3+/fufdy95Qgghzt/dd99NXl4e3bp1o6CggM8//5yffvqJBQsWuASK33//PQcOHOCpp55ixIgRzh44hRBCiKqQJqOXic2bN5f7Qv/48eNZtmwZVquVJ598kvfee49Tp04REhLC1Vdfzfz582nXrh0ACQkJ3H333axbtw5vb28GDx7MokWLCAoKquvLEUIIt7dy5UoWLVrEkSNHyM/Pp2nTptx5551Mnz7dJV/v3r356aefuOaaa/jggw9o0KBBPZW45kiTUSGEqDsSEAohhBBCCCGEm5JxCIUQQgghhBDCTUlAKIQQQgghhBBuSjqVqSFbtmzhueeeY+fOnSQmJroM+1CRzZs3M2PGDPbv3090dDSPPfaYcwDgqrLb7SQkJODr61vuQMVCCCGEEEJcalRVJSsri6ioKHQ6qcOqTRIQ1pCcnBw6dOjApEmTGDlyZKX5jx07xtChQ7njjjtYsWIFGzduZMqUKURGRjJw4MAqnzchIYHo6OgLKboQQgghhBAXpZMnT9KwYcP6LsZlTTqVqQWlB4Yvz0MPPcQ333zDvn37nGljx44lPT2dtWvXVvlcGRkZBAQEcOzYMekNVABgtVpZt24dAwYMwGg01ndxxEVCngtRmjwTojzyXIjS6uuZyMzMJDo6mvT0dPz9/evsvO5Iagjryfbt2+nXr59L2sCBA7nvvvuqdRxHM1FfX1/8/PxqqnjiEma1WvHy8sLPz0/+MRdO8lyI0uSZEOWR50KUVt/PhLwSVfskIKwnSUlJhIeHu6SFh4eTmZlJXl6ey6DDJRUUFFBQUOBcz8zMBLQ/VqvVWnsFdmNWm51/zuZx4kwuZ3IspOdaycwvpGTdurdJT6CXB0FeRhoGmokJ9sLTqK+f8hY9B/I8iJLkuRClyTMhyiPPhSitvp4JeQbrjgSEl5iFCxcyf/78MumbNm3Cy8urHkp0eUrLh99SFQ6l6zieDTa1+r9OBXioRHqpRHpBlJdKlJdKuBkMdfRe9Pr16+vmROKSIs+FKE2eCVEeeS5EaXX9TOTm5tbp+dyZBIT1JCIigtOnT7uknT59Gj8/vwprBwFmz57NjBkznOuO9tV9+vQhODi41srrLtJzrTy77i8+23MKe4kaQLNRR0yQFyG+JgLMRvzMBvRFTRhUIDu/kLN5VtKyLcSfySUzv5B0i0K6ReHP9OLjGHQKjUO8aRHhQ4twX+c8ws9UY00irFYr69evp3///tLcRzjJcyFKk2dClEeeC1FafT0TjlZwovZJQFhPunXrxpo1a1zS1q9fT7du3c65n8lkwmQylUk3Go3ywX2Bfv47jekrd5OarTXJ7dEshEFtI7imSQgxwV5VDthUVeVsrpVjqdkcSsrmYFImBxOzOJiUSWZ+IX8lZ/NXcjb/I8m5j7eHnsahPjQN86FJqHfR3IeYYG88zrNKUZ4JUR55LkRp8kyI8shzIUqr62dCnr+6IwFhDcnOzubIkSPO9WPHjrFnzx6CgoJo1KgRs2fP5tSpU7z33nsA3HHHHbz66qvMmjWLSZMm8f333/Pxxx/zzTff1NcluLUv95xi5ie/Y7WpNAn15ukb23NV7Pn12qooCkHeHgR5B9E5pvgYqqqSmJHPwaRM/kzM4mBSFoeSMjmakkOOxcYfpzL441SGy7H0OoWYIC+aFAWIjoCxcYgP/l7yQSmEEEIIIS6MBIQ15LfffqNPnz7OdUezzvHjx7Ns2TISExOJj493bo+Li+Obb77h/vvv56WXXqJhw4a888471RqDUNSMr35P4N6P9gAwuG0EL47pWCsdwiiKQlSAmagAM9e1LO5QyFJoJ/5MDkeScziaks3R5GyOFM1zLDb+Ts3h79Qc1uPaxDjQy0hMsDexwV7aPESbN/T3QAaTEUIIIYQQVSEBYQ3p3bs35xrScdmyZeXus3v37loslajM7vizzPzkdwBuvboRj1/fFp2ubrs39jDoaBrmS9MwX5d0VVVJysznaHIOR5KzOJqSw5GiYDElq4CzuVbO5qaz52R6mWOa9Xr+e/JnYkN8iA32olGQF9FBXjQMNBPh54lBX0c92wghhBBCiIuaBITCbSWk5zH1vZ1YCu30bRnG/HoIBs9FURQi/c1E+pu5tlmIy7acgkJOpOVyIi2H4855DifScknMyCfPpvDHqUz+OFX2hWy9TiHS35OGgWYaBnqVmkvAKIQQQgjhTiQgFG4pp6CQyct/IzW7gJYRvrx0Uyf0F1EwWBlvk4HWUX60jvIrsy0rN58VX35HTJsr+Se9wBkonkrP49TZPCxF4yr+czYPOFNm/5IBY4MAL6ICPInw9yTS35MIPzOR/p4EeBlloFghhBBCiMuABITC7djtKvev2sOfiZmE+Hjwzvgr8TFdPn8KnkY9kV7Qr1VYmR667HaVlOwC/jmb6wwKSy5XJWAEMBl0WoDo70mkv7lEwFi8HuztcVHVuAohhBBCiLIun2/BQlTRs98dYt2B03jodbx5W2caBnrVd5HqjE6nEO7nSbifJ51jym4vL2BMzMgjKSOfxIx8kjLyScuxUFBo53haLsfTKh401qhXCPP1JMTXRKiPiVBfbQrzLV52pNdGJz5CCCGEEKJyEhAKt/Lpzn9Y8sNRAJ4d1d5lWAhRecAIkG+1kZxZoAWKmcWBYsnAMSW7AKtN1ZqppudVel4/T0NxkOjrSaiPiWAfj6LhOzwIds5N+HoapOZRCCGEEKKGSEAo3MaO42eY/fleAKb3acqITg3quUSXJk+jnkbBXjQKrrhm1Wqzczozn5SsAm3KLiA5U5s704omi81OZn4hmfmFHE3JqfT8ep1CoFdxkBjkUzJg9CCwaDnA7IG/l5EAsxEvD7288yiEEEIIUQ4JCIVbOHkml3+/vxOrTWVw2whm9G9e30W6rBn1uqKeS8/dHFdVVTLzCknJzie5VKCYlmPhbI6FtBwLZ4qm7IJCbHaV1OwCUrMLqlEeBX+zEX+zkQAvDwKKlrWA0QN/s4EALy2A9DdrQWSAlwe+ngaM0uOqEEIIIS5jbhsQ2u12fvjhB7Zu3cqJEyfIzc0lNDSUTp060a9fP6Kjo+u7iKKGZOVbmbx8B2dyLLRt4Mei0R2kyeFFQlEULQjzMpYZh7E8+VYb6blW0nIKnEFiWraFs7lFgWN2UfCYayEjz0pGrhWLzY7VppKabSE12wJUXgtZkqdRh6+nEV9PA74mQ/GyZ/Gyj8mAnzO9eLuPp5ZuMuikhlIIIYQQFyW3Cwjz8vJYtGgRb7zxBmfOnKFjx45ERUVhNps5cuQIq1evZurUqQwYMIA5c+Zw9dVX13eRxQWw2VXu/nA3f53OJszXxDvjrsLLw+0e+8uGp1FPhL+eCH/PKuVXVZV8q530PAvpuVbSc61aoOhYz9PSMvOsZfJkFxQCkG+1k2/Vai3Pl1Gv4OtpxNukx9vDgLfJgJeHtuxlKp77eBjwMhnw9tAXzz20gLNkPi+jXsaKFEIIIUSNcLtvxs2bN6dbt268/fbb9O/fv0y3/AAnTpxg5cqVjB07lkcffZSpU6fWQ0lFTXjqmz/ZfCgFT6OOd8ZfWeVAQlweFEXB7KHH7GEm0t9crX2tNjvZ+YVk5ReSVWDV5vmFZOVrwWJWfiGZ+Vp6dlG6I092gbYtu6AQVQWrTS2q0ay5azMZdPiYDNr1GfWYPfR4GrVlT6POJc3TqMdDB8cTFM7+ehIfT4/iPEY9nh56PA364mMZ9ZiMOqnZFEIIIdyA2wWE69ato1WrVufMExMTw+zZs5k5cybx8fF1VDJR01b+Es+7244BsOhfHWnfMKB+CyQuKUa9jsCiTmrOl92ukmMpdAaKOZZCcgts2txSSHaBjdyCQnIsxfOcAm1bToFNmxel5RRtt9lVAAoK7RQUWqrZAlbPlyf+rHJuRUELDg06TAY9HgYtSDQZdXjotTTnclE+Z56S+UukFecvnad42ajXYdQrRXNtWQJTIYQQona4XUBYWTBYktFopEmTJrVYGlFbtvyVwn++3AfAjP7NGdo+sp5LJNyRTqcUvVNYtiXC+VBVFYvNTm6BjeyCQnItWnCZb7WRb7WRZ7GTV7SsrdvIs2pTbkEhR4/HExQWQUGhWpynaMq32sm32Mi1Fgedqgq5Fhu5FhtgrZFrOF8GneIMDj2KgkZDUdDooS9vXcFQYlnbrsPDEWg6Ak+d4lz2KNpHr1Mw6JSiefG6QV9iXa+Um8+oL7ufXu+aT6cgAa4QQoiLhtsFhAB79+6tNI/BYCAiIoKgIBmn7lJzKCmLu1bswmZXuaFTA+6+rml9F0mIGqEoilbLZtBXu+bSarWyZs1xhgzpWG5TeZe8NrszWMy32CkotBXVSBYvWxzrVhsWm50Cq71Euq14u8ty8fZzHsNmL1OmQrtKod1GXv3GpTWm3MDRJYDUOdN0ioJOB3pFQadTtLkjzbFdKc6r11G0Xcur1ykoCs5lnU7RglJVJf6Ejt+/PYTBoHfdtyhvmX0VbV/HcRxlURTKzJWivApFc2eaggLodNq2MvtSYl/FdV+F4vIpjnS0e1FyX8exHOd35C13X8X1fCXLAcX5HMsu86Jja8vFZXTuJ4G/EOIS4JYBYceOHVEUBVVVz5lPURQ6dOjAe++9R9u2beuodOJCJGfmM3Hpr2QXFNIlLoinb2wn/yALUU2Oppo1VbNZXaqqYrOrWG0qVrsda6HWU6zVZi+atGWLTdtWaFedy1abSqFdCzbL26fssh1LobaPY9muqhTaVWx2La/NXrxeWLRenKbtW2hzXXeUvyJaGVSgbPBbt3T8kHSinsvgHs4ZOFK8UeHcAadj2ZEXigPZio5PiYC29HlL76eqKvn5ep77cws4gudS+Sq+xvK3nvNf4XNsrOlznevrgHKOPc/na8S5vnuU3qKiAipgA8UO2FGL5tpWba4o9qK8dlC0uYqKglqcjlq0r2s+ysmjlDi2dizHsgqKo1wAdnJzc1n87p8oRUfSLk+lZC7FuaSWyFN8lcVzxz4l8xTtU2KtMO/8O3MT1eOWAeGxY8cqzWO32zl9+jTPPfccd955J1u3bq2DkokLkWspZPLy30jIyKdxiDdv3dYZk0Ff38USQlSTohQ1z9SDmUv7b9heInC02u3Yygkcneu2EvlKrNtVFZuqYrc71tHSirZpy9q5bEXrjrw2tTjAdhzDrmo9MFsLbfx15AiNGzcGRecMdNWi8zmOWfL8dpVyy6KqxcvgSKOofIAjHyXTtLmKit1e/r6qinMfl7SS+6qUSCs6h73oK7Zaal9K7OsoRx1x/Aatllwp3lp3BSnB06AQ6Kk1Y3ZQALOHAdVmrceSVcYRtNiLAqjComUtoFIUm7aMHcURZCm2omVbUZBUiFJmH3s5+zkCK7szWNPSbCiOZcWOFsxpQZszP/ZSeexF5ypxHKUoTxWvuirpFYWiF/LzuL/fBexcDjt2MgozyLfnV5jHVmir2ZOKCrllQBgTE1OlfHFxcTzzzDN06NChlkskLpTNrnLPh3v441QGQd4eLJ14FQFe598ZiBBC1ASdTsGj6Nv2xRbcWq1W1lj+YsiA5pU2I76cqaUCRkcAqW0rUZdRFJw6Whc5Ak7HiorqEvSVl0/VMhbXlZzr+CW+5Ve5HBQH0eXuV7TBrtopzD4LltxyggSV/PwCTJ4ml1qz4uMU1/Bo16M6656086sl8qsl7otLrqL9qDhPifPgklayTsp9lFuDWbLGuNylsvuUrbksL2fZ/ex2Ozqd7hw5Kk6tSKHdxoGcI+zMPuByDMe1WvIs/EnVO0IT58/tAsL4+HgaNWpU5fxms5mffvqpFkskasKT3xxgw5+n8TDoeHtcZ2KCveu7SEIIIS4BzvcGL6j+pG7ZVTsFtgIKCgvIt+WTX5hPga1o2Va0XJjvsq3AVkBeYR4FhQU0UBvQ2NSYwJBADB4GR0iGXbWjqipGuzbkjFoU4JUM+TRKqfnFQXH8pxQFFc7mrkrVtjmb1irFx1PKpjuWnfsouO5fcl5yW6nlcvOUOHbpc9YXu91OdnY2Pj4+LkHhhVBVldzcXCKSQxnZYjCRkWU7/8vMzOQDXqqR84lzc7uA8KqrrmLEiBFMmTKFq666qtw8GRkZfPzxx7z00kvcfvvt3HPPPXVcSlEdy7YdY+m24wC8MLoDnWOkIyAhhBD1Q1VVLHYLedY88gqLp9zCXJd1l6lU3jJBXmG+M/hzBHfny1PnyRPNn8Dsb8ZqsmIt2YOwI/bQu9bClQxWnGmKgg5dUUCtbdcpOpcgSqfoigOnkvkd6+XlL7XuOFdFgV3Juagddrsdi8WCp6dnjQWEoFW6ACQnJxMWFoZef3G1onAnbhcQHjhwgKeeeor+/fvj6elJ586diYqKwtPTk7Nnz3LgwAH279/PFVdcwbPPPsuQIUPqu8jiHDb+eZrHv9aaGswa1IJh7aPquURCCCEuBaqqkleYR441h9zCXHKsOeRYc4rTrLnk2/K1YM56jmCunMmu1l1nQQadAU+9J54GT0x6k+tyibmnXlsOMgQRaAwk2C8YT7OnM1ArGbzl5OTg6+OLTtGVCdIkABM1ycvLC9CasEtAWH/cLiAMDg7mhRde4KmnnuKbb77hxx9/5MSJE+Tl5RESEsItt9zCwIEDpVfRS8Cek+lMX7kbuwpjr4rmzl4yZqQQQlyu7KqdXGuuM3jLteZWGMyVTC+Zr/Rybb+L5qHzwGw046n3xGwwF09GM14GL9e0ElPJAM7T4FluYGc2mPHQe2DQVe+rXH5+PseOHSPYKxhPT88y2+12O4VKIZ76mq0NEqI88sPCxcHtAkIHs9nMqFGjGDVqVH0XRZyHY6k5TFq2gzyrjR7NQnhiRFv5UBFCiIuQ1W4l25JNtjW77LyCtJKBnCOAyyvMq5Xy6RQdXgYvvIxeeBu98TIUzz0NnuUHbUbX9fKCO0+DZ7WDNSGEqA/ySSUuOclZ+Yx79xfO5Fho18CfN27tjFEvv2IKIURNsqt28grzyLJkkWPNIcuS5RLEOdIq25Zvq7hb+fOhU3R4G7zLBnDnue6p95QfFEWFFEXhiy++YMSIEfVdFCFqjQSE4pKSXVDIxKU7OHkmj5hgL96dcBU+plp6jNPjIflPyE6GwnzQGcDoBT6h4BMBvhHgJR3YCCEuTo535DItmWRZssiyZDmXMy2ZpOelszdvL7/+/CvZ1myyrEV5CjKdAV5NNqk0G8z4GH3wNnrj6+HrMvcx+rikeRm98DZ44230dgZxjgDOpDdJAOeGKvt/PnfuXObNm1futuPHjxMXF8fu3bvp2LFjjZZrwoQJLF++vEz6wIEDWbt2bY2eS4jaIgGhuGRYCu3c8f5O9idkEuztwXuTuhDqa6rZkxRkw463Ydd7cObvyvN7hUB4awhrAw06Q+w14Ccd2wghaobVZnUJ4koGdo7JmVYUyGVZi5cL1cLKT1LJR51BMeDj4YOP0ad4XrTsEtwZffH20Oal83sbvaX5pLggiYmJzuVVq1YxZ84cDh065Ezz8fGpj2IBMGjQIJYuXeqSZjLV8PeTUiwWCx4eMt6yqBny6SwuCXa7yqxPf+fHI6l4eehZOvGqmh9r8K/v4JsHIOOktq7oIay1VhNoNIO9ECw5kJMCWUmQdwZyU+HYFm1yCGoMTftBq+HQqDvo5c9MCHdnsVnIKMggoyCD9IJ0MiwZZBZkuqxnFGhpJddr4r05vaLHz8MPXw/f4rnJD2+DNyknU+jYsiMB5gCX7Y7Jx+gjNXLiohAREeFc9vf3R1EUZ5rdbufJJ5/krbfeIiUlhVatWvH0008zaNAgAOLi4gDo1KkTAL169WLz5s3s2LGDRx55hN27d2O1WunYsSMvvvgiV1xxRbXKZjKZXMpXmqIovP3223zzzTd89913NGjQgEWLFnH99dc78+zbt48HH3yQrVu34u3tzYABA3jxxRcJCQkBoHfv3rRt2xaDwcAHH3xAu3bt2LRpE1999RUPPPAAJ0+epFu3bkyYMIEJEyZw9uxZjEYjkZGRvPvuuy59ZqxevZpbbrmFpKQkfH19q3Wt4vLk1t9Uc3Jy8PaWAcwvBU+vPcjqPQkYdApv3NqZ9g0Dau7gdjt8/wT8+IK2HtAIej0Mra8H0zk+KC05kHIIkg9A0j44+TMk/q7VLP76ljaZg6DFYGj9f9C4Nxhq9xdDIUTtstgsWsBWFNw5ArfK1i80sHM0qSwZsJUM7soEfCXmZoO53IDOarWyJnUNQ9oMwWg0XlD5xKVNVVXyrDZAC67yLDYMlsJa72XUbNTXyI8NL730EosWLeLNN9+kU6dOvPvuu1x//fXs37+fZs2a8euvv9KlSxc2bNhAmzZtnDVrWVlZjB8/nldeeQVVVVm0aBFDhgzh8OHDNR4ozZ8/n2effZbnnnuOV155hVtuuYUTJ04QFBREeno61113HVOmTOHFF18kLy+Phx56iNGjR/P99987j7F8+XLuvPNOtm3bBsCxY8cYNWoU9957L1OmTGH37t3MnDnTmd/b25uxY8eydOlSl4DQsS7BoHBw64AwPDyc0aNHM2nSJK699tr6Lo6owNtb/uatLVqbpmdHtadX89CaO7itEFbfCX98rK1fPQ2uexQ8qvBDgYc3NLhCmxzyM+D4Njj0DRxco9Ui7lmhTSY/aD4QWl2v1SB6eNXcdQghqi2/MJ/0gnTO5p/lbMFZ0vPTtXlRWnpBujMtoyCDTEvmBQV2OkWHn4cf/iZ/bfLwL3+5xLqfhx8+Hj7S3FLUqjyrjdZzvqvz8x54fCBeHhf+bD///PM89NBDjB07FoBnnnmGTZs2sXjxYl577TVCQ7XvDcHBwS41edddd53Lcd566y0CAgL44YcfGDZsWJXP//XXX5dpsvrII4/wyCOPONcnTJjATTfdBMCCBQt4+eWX+fXXXxk0aBCvvvoqnTp1YsGCBc787777LtHR0fz11180b94cgGbNmvHss8868zz88MO0aNGC5557DoAWLVqwb98+nnrqKWeeKVOm0L17dxITE4mMjCQ5OZk1a9awYcOGKl+fuPy59b8wH3zwAcuWLeO6664jNjaWSZMmMW7cOKKi5B2wi8VHv8bz1Jo/AXh4cEtGXtGw5g6uqvC/e7VgUGeA4S9Bp1sv7Jie/tByiDYNK4T4n+DP/2lTViL88Yk2Gb2gWX+t5rDZgHPXRAohKmW1W7Xml6WCOkdg5xLwFc3PN7jTK3pnsFZZQBdgCsDPpOXzMfqgU6RHZCFqUmZmJgkJCVxzzTUu6ddccw2///77Ofc9ffo0jz32GJs3byY5ORmbzUZubi7x8fHVKkOfPn144403XNKCglw7nWvfvr1z2dvbGz8/P5KTkwH4/fff2bRpU7nvQR49etQZEHbu3Nll26FDh7jqqqtc0rp06VJmvU2bNixfvpyHH36YDz74gJiYGHr27FmtaxSXN7cOCEeMGMGIESNISUnh/fffZ9myZfznP/9h4MCBTJo0ieuvvx6Dwa1vUb363+8JzP7iDwDu6NWEO2p64PmNj8OeD0DRwb+WQ6uq/xpYJXoDxPXUpkHPwD874M+v4MBXkBEPB77UJr0JmlynBZHNBoJveM2WQ4hLUIGtgDN5ZziTf4a0/DTO5GvL6fnp2rxUkJdlyTqv8xh0BgJNgQR4BhBkCiLAM4AAUwCBnoHa3KTN/T2Lgzwfo4+8UycuK2ajngOPDwS0JqNZmVn4+vnWSZPR+jR+/HjS0tJ46aWXiImJwWQy0a1bNywWS7WO4+3tTdOmTc+Zp3SzbEVRsNvtAGRnZzN8+HCeeeaZMvtFRka6nOd8TJkyhddee42HH36YpUuXMnHiRPkMEy4k2gFCQ0OZMWMGM2bM4JVXXuHBBx9kzZo1hISEcMcdd/Dwww/j5SXN++rSpoPJ3L9qD6oKN3dtxEODWtTsCX5eUvzO4LDFNR8MlqbTQaOu2jTgSUjYXRwcnjkKf32rTQANroQWg6DFEK1TG/nQFpcBm91GhiXDGeSVDvTO5Lmu51hzqn0OBYUAUwABnsWBnDOw8wx0DfKK8ngbveWLkXB7iqI4m27a7XYKPfR4eRhqPSCsCX5+fkRFRbFt2zZ69erlTN+2bZuztszxzqDNZnPZd9u2bbz++usMGTIEgJMnT5KamlpHJS92xRVX8NlnnxEbG1utiogWLVqwZs0al7QdO3aUyXfrrbcya9YsXn75ZQ4cOMD48eMvuMzi8iIBIVqTgeXLl7Ns2TJOnDjBqFGjmDx5Mv/88w/PPPMMP//8M+vWravvYrqNX/5O444PdlJoV7m+QxRP/F/bmv3Ctu8zWPuwttznMehcxx+MilL87mHfuXB6Pxxao00Ju+HUb9r0/ZPg30jrlKbFIIi5FgzSxbS4ODjGuEvLS3MN7EoEeCWDvvSCdOyqvVrnMOqMBHkGaZM5iCCTtuwM+ErMg0xB+Hr4otfVb42DEKLuPfjgg8ydO5cmTZrQsWNHli5dyp49e1ixYgUAYWFhmM1m1q5dS8OGDfH09MTf359mzZrx/vvvc+WVV5KZmcmDDz6I2Wyu9vkLCgpISkpySTMYDM4eQiszbdo03n77bW666SZmzZpFUFAQR44c4aOPPuKdd95Bry//c+3f//43L7zwAg899BCTJ09mz549LFu2DHAdtzEwMJCRI0fy4IMPMmDAABo2rMHXb8Rlwa0Dws8//5ylS5fy3Xff0bp1a+666y5uvfVWAgICnHm6d+9Oq1at6q+QbmbvP+lMXv4bBYV2+rYMY9HoDuh1NRgM/r0ZPv83oMJVU6HnzMr2qF2KAhFttanXLMhMhL/WatPfm7Wmpb++qU0mP61pafNB0LQv+ITVb9nFZanAVkBaXhopeSmk5qWSlpdGal6qc3Ksn8k/Q74tv9rHDzAFFAd5JYK9YM9ggj2DtcCvKF2aZgohquKee+4hIyODBx54gOTkZFq3bs1XX31Fs2bNAC04e/nll3n88ceZM2cOPXr0YPPmzfz3v//l9ttv54orriA6OpoFCxa49NJZVWvXrnVp2gla7d3BgwertL+jhvOhhx5iwIABFBQUEBMTw6BBg85ZSxsXF8enn37KAw88wEsvvUS3bt149NFHufPOO8uMgzh58mRWrlzJpEmTqn194vKnqKqq1nch6ou/vz9jx45lypQpZV7KdcjLy+PZZ59l7ty5dVy6qsnMzMTf35/U1FSCg4PruzgXZO8/6dz6zi9k5hdydeMglk3sgmdNvl+Q+DssHQqWLK0zl1FL4WKuTbDkwN8/aDWHf63Vxj8sKbIDNO2vdU7T4ErneIdWq5U1a9YwZIh0JS80NruNlOwUVm9YTavOrUi3prsGePnFAV9138Xz1HsSbC4K5hw1eaUDPs8ggs3BBJgCpLfMi4h8Vrin/Px8jh07RlxcHJ6enmW22+12MjMz8fPzuySajApXTz31FEuWLOHkyZMu6e+//z73338/CQkJ1R7QvjafiXM9j47vuBkZGfj5+dXoeYUrt/6XOTExsdJ3A81m80UbDF5OSgaDV8YE8s74q2o2GDxzDD4YpQWDsT3ghrcu7mAQtGEtHD2W2u2QsEsLDo9s0IJbx7T1ea130ybXacNZxPSq/NjispBXmEdKbgrJuckutXipeamk5rvW5jmba26u/LgeOg9CzCGEmEMINgc7l0uuB3lqtXpeRnm/Wggh6svrr7/OVVddRXBwMNu2beO5555j+vTpzu25ubkkJiby9NNP8+9//7vawaBwD24dEBYWFpKZmVkmXVEUTCaT/NHUkdLB4LJJXfAx1eCjmZ0CH4yEnGQIbwtjV4Cx7K+iFzWdDhpeqU1950DWaTi6EQ6vh6PfQ3467P8C9n+BEehlboTOvAua9YPoLmAwVXYGcRGx2Cyk5qWSnJtMSp4W8CXnJmvBX542T8lNIcta9do8BQUvxYso/yhCvUJdgrzSwZ6v0VeaagohxCXg8OHDPPnkk5w5c4ZGjRrxwAMPMHv2bOf2Z599lqeeeoqePXu6pAtRkls3GdXpdOf80tOwYUMmTJjA3Llzq1xF/tprr/Hcc8+RlJREhw4deOWVV8qMCeOwbNkyJk6c6JJmMpnIz6/6ezmXepPRWg8GC7Jh+XCtds2/EUxeB36Rle93KbHb4NROLTg8sgE1YTcKJf6sDWaI6Q6Ne0Hj3hDeTgswRZ0rtBc6388rHeCVDPTOFpyt8jHNBjOhZi3AKxnoBXu61uz56H1Yt3adNA8UTtJk1D1Jk1FRXdJk9PLn1jWEy5Yt49FHH2XChAnOoO3XX39l+fLlPPbYY6SkpPD8889jMpl45JFHKj3eqlWrmDFjBkuWLKFr164sXryYgQMHcujQIcLCyu8AxM/Pj0OHDjnX3elX+T0n0xn331oMBm1W+HicFgyag+C2zy+/YBC0pq/RXbTpukcpTE9g7xeL6eSbhu74Vsguqk08ulHLbw7SxkZs3FubguLqs/SXjWxLNqdzT5OUk8Tp3NOczjldHOwV1fSl5aWhUrXf4Iw6I2FeYYSaQwn1CnUuh3mFaetmbV7VjlesVuuFXqIQQgghLkNuHRAuX76cRYsWMXr0aGfa8OHDadeuHW+++SYbN26kUaNGPPXUU1UKCF944QWmTp3qrPVbsmQJ33zzDe+++y4PP/xwufsoikJERETNXNAl5KcjqUx97zdyLLbaCQZVFb6crgVBRi+45RMIaVZzx7+YeYfyT9A1tB8yBJ3BACkHtR5L/94Mx3+EvDNwYLU2AQTEFNcexvUC76p1k+0uVFUl05JZJthzmeeervK4eXpFT7A52BnQhXmFlRvs+Zv83eoHIiGEEELUD7cOCH/66SeWLFlSJr1Tp05s374dgGuvvZb4+PhKj2WxWNi5c6dL+2ydTke/fv2cxypPdnY2MTEx2O12rrjiChYsWECbNm0qzF9QUEBBQYFz3fEOpNVqvWRqANYfSObej3/HalPp3jiI12/uiEmn1mj5dd/PR7/3I1RFj+2Gd1DDO8Alcn8ulOM+Ou9nYFPo3BQ6TwGbFSVhF8rxLSjHfkA59RtK+gnY9Z42AWpoS+yNuqMWTZfz8BaqqpJekE5yXrIzsDude5rk3GSXeVWHV/A1+hLuFU6YVxjhXuHO2r1Qc/EUaAqs0lh5hYWFF3p5Lso8F8LtyTPhnqxWK6qqYrfbsdvLjg3qeJPIkUeI2nwm7HY7qqp9Byw93qJ8NtUdtw4Io6Oj+e9//8vTTz/tkv7f//6X6OhoANLS0ggMDKz0WKmpqdhsNsLDw13Sw8PDKxyHpkWLFrz77ru0b9+ejIwMnn/+ebp3787+/fsrHDR04cKFzJ8/v0z6pk2bKu0x9WLwc7LCR0d1qCi0D7JzY2gyP2xcV6PnaJy8lnanVgKwO3oSJw8XwuE1NXqOS8H69evPsbUNhLRBH5hPcPYhQrP2EZp1AP/8kygpB9GnHISd7wKQZYok1aclaT4tSfNtSb6x8r+Hi0W+mk+GPYN0ezrp9nQy7BnOKVPNJNOeSSFVC7y8FC/8FD/8df746/zx0/nhp/PDXyleNilFnffkFU1Fsov+O8axmr/Iajr3cyHckTwT7sVgMBAREUF2djYWi6XCfFlZ1RuCRlz+auOZsFgs5OXlsWXLljI/hObm5tb4+UT53DogfP755/nXv/7Ft99+6xyH8LfffuPgwYN8+umnAOzYsYMxY8bUyvm7detGt27dnOvdu3enVatWvPnmmzzxxBPl7jN79mxmzJjhXM/MzCQ6Opo+ffpc1J3KqKrKf7ed4MPtfwFw4xVRPHl9awz6mn05Wfl9JYbdWjBo6/0Y7a65j3Y1eoaLn9VqZf369fTv37/aHUVYc1JRTm5HOfETuvifIPkAvgWJ+BYkEpe2CQA1MA61UXfsMddoNYj+5f94Udtsdhup+akk5SSRlJNEYm4iiTmJ2npuEok5iWRbs6t0rCDPIMLMYUR4RxBmDnOp5QvzCiPMHIan4RLrmbaUC3kuxOVJngn3lJ+fz8mTJ/Hx8Sm3UxlVVcnKysLXV3obFprafCby8/Mxm8307Nmz3E5lRN1w64Dw+uuv59ChQ7z55pvOjl0GDx7M6tWriY2NBeDOO++s0rFCQkLQ6/WcPn3aJf306dNVfkfQaDTSqVMnjhw5UmEek8mEyVR2CAGj0XjR/oNeaLMz/3/7+eBnrent1B5xPDKkVc3/Q3PgS/jmPm2523T0vWaid+N/zM7rmQiIhICR0G6ktp57BuK3w/FtcOJHSPoD5ewxlLPH0P2+QsvjHw3RXaHR1do8vE2NjPGYa80lMSexeMouXk7KSeJ0zmkK1cpr9/xN/kR6RxLhHeGcR3hFEO4d7gz4PPTuM8TMxfxZIeqHPBPuxWazoSgKOp2u3B4jHU0CHXmEqM1nwtHjf3mfQ/K5VHfcNiC0Wq0MGjSIJUuWsHDhwgs+noeHB507d2bjxo2MGDEC0P6ANm7c6DJA6LnYbDb++OMPhgwZcsHluVhk5VuZvnI3P/yVgqLAI4NbMaVHXM0Hg0c2wKeTQbVDp9tgwJPgxsFgjfEKgpZDtQkgPwPif9Y6pzmxDRL2QMZJbdqn1arj4aONlxh9NTTqCg2uBM+y3UVnFGSQkJ1AQnYC/2T/oy3nJGi1fTmJZBRkVFo8g2Ig3DvcGexFekcS6RNZvOwdKQOnCyGEG+nduzcdO3Zk8eLFtXqe48ePExcXx+7du+nYsWOtnkuI2ua2AaHRaGTv3r01eswZM2Ywfvx4rrzySrp06cLixYvJyclx9jo6btw4GjRo4AxAH3/8ca6++mqaNm1Keno6zz33HCdOnGDKlCk1Wq76kpCex6RlOziYlIWnUcfiMZ0Y1LYWelSN/xk+uhXsVmg9Aoa/JMFgbfH0h+YDtQmgIEsbAzH+Fzj5M5zcAZYs+HszOcd+4JTBwCmjkYTAhvzjF0aCycwp1UJCXmqVBlX39fB1Ce5KB3sh5pAqddAihBDi0jdhwgTS09NZvXq1M+3TTz/l1ltv5amnnuKBBx7g888/r/GapfLOGx0dTWJiIiEh59cztyOgLM/27du5+uqrz+u4QpwPtw0IAW699dZyO5U5X2PGjCElJYU5c+aQlJREx44dWbt2rbOjmfj4eJeq9rNnzzJ16lSSkpIIDAykc+fO/PTTT7Ru3bpGylOfth9N4+4Pd5GabSHEx8R/x19Jh+iAmj9R4l5YMRoK86BpPxj5do00VxSVyyvMIyEvmVMeOk5FNCLBx8CphrGcSj9KQk4i6S49c+ZDfjyU6qwzSOdJQ69wogKbEOUfSwOfBi61fT4ePnV6TUIIIS4d77zzDtOmTWPJkiXOH9+DgoLq5Nx6vb5Ghg3bsGFDmd7la7NPCFVVsdlsGAxuHQKIUtz6aSgsLOTdd99lw4YNdO7cGW9vb5ftL7zwQrWPOX369AqbiG7evNll/cUXX+TFF1+s9jkuZqqq8taWv3n2u0PY7CotI3x5Z/yVNAyshWZ7qUfg/RugIAMadYPR74PBfd4Fq22F9kKScpL4J/sfTmad5FTWKU5ln3I28TyTf6bSYwSYAogyh9JA8aBBQR4NMk4TdeYkDaz5RBXaMKsq8BewFYKaaE1NG3SGBt7g26jWr1EIIcSl6dlnn2Xu3Ll89NFH3HDDDc700k1GY2Njuf322zly5AiffPIJgYGBPPbYY9x+++3OfU6ePMkDDzzAunXr0Ol09OjRg5deeonY2FjmzZvH8uXLAZyvu2zatInY2NgyTUb379/PQw89xJYtW1BVlY4dO7Js2TKaNGlS4XUEBwdXGFjOmzeP1atX88ADD/Cf//yHs2fPMnjwYN5++218fX0B7fWkZ555hrfeeoukpCSaN2/Of/7zH0aNGgVo3z379OnDmjVreOyxx/jjjz9Yt24dnTt35o477mD16tX4+fkxa9YsvvzyS+e9e/zxx/n444/Zt2+fS5k6duzI8OHDK+z8UFya3Dog3LdvH1dccQUAf/31l8s26Vmr+rLyrTz4yV7W7k8CYGSnBjx1QzvMHrVQY5d+Et77P8hNhYj2cPMq8JB3xaor15rLyayT/JP9D/9kaYHfyayT/JOlvdNXWactvkZfGvg2IMo7iga+DWjgo01RPlE08GmAt9G77E7WfEj6Q2tqeuo3bX7mbzhzVJv2rtLy6T0gol1RgNgZIjtCSDOpARZCiJqmqmAt6uLfbteWLXqo7U5ljF7n9YrHQw89xOuvv87XX39N3759K82/aNEinnjiCR555BE+/fRT7rzzTnr16kWLFi2wWq0MHDiQbt26sXXrVgwGA08++SSDBg1i7969zJw5kz///JPMzEyWLl0KaLWQCQkJLuc4deoUPXv2pHfv3nz//ff4+fmxbdu2Cx5T9ujRo6xevZqvv/6as2fPMnr0aJ5++mmeeuopQBuO7IMPPmDJkiU0a9aMLVu2cOuttxIaGkqvXr2cx3n44Yd5/vnnady4MYGBgcyYMYNt27bx1VdfER4ezpw5c9i1a5czuJ00aRLz589nx44ddO7cGYDdu3ezd+9ePv/88wu6JnHxceuAcNOmTfVdhMvGzhNnuH/V78SfycWoV5gzvA23dm1UO4F1drIWDGb+AyHN4bYvtHfbRBmqqpKWn+YM8koGfCezTpKWn3bO/T10HjTwbUC0bzQNfRo6A74GvlrQ5+dRtrOYShk9IfoqbXLIPQOndrkGiblpRes7S+zrpQWJkR0hsgNEdYSQFqB3648yIYS4MNZcWBAFgA4IqKvzPpIAHuX8cHgO3377LV9++SUbN27kuuuuq9I+Q4YM4a677gK0YPLFF19k06ZNtGjRglWrVmG323nnnXec31mWLl1KQEAAmzdvZsCAAZjNZgoKCs7ZRPS1117D39+fjz76yPkOY/PmzSstW/fu3cv03JmdXTxkkt1uZ9myZc4awdtuu42NGzfy1FNPUVBQwIIFC9iwYYNzGLPGjRvz448/8uabb7oEhI8//jj9+/cHtPEEly9fzsqVK50B9dKlS4mKinLmb9iwIQMHDmTp0qXOgHDZsmX06tWLxo0bV3pd4tIi36KAI0eOcPToUXr27InZbEZVVakhrCJLoZ2XNv7FG5uPYlchyt+T1265gk6Namnw8twz8P5IrSbJvxHcthq8z++F7suF1W4lMTvRGeydyDjBzuydLFuzjFPZp8grzDvn/v4mf6J9orWgz7ehyzzMKwydUgfdjnsFQbN+2gTar9VnjxcFhEWBYtIfYM2Bk79ok4PBUxvqomSQGNpKmg8LIcRlqH379qSmpjJ37ly6dOmCj0/l75q3b9/euawoChERESQnJwPw+++/c+TIEWfA5ZCfn8/Ro0erXK49e/bQo0ePandos2rVKlq1alXh9tjYWJeyRUZGOst+5MgRcnNznYGeg8VioVOnTi5pV155pXP577//xmq10qVLF2eav78/LVq0cNln6tSpTJo0ieeffx6LxcKHH3542b3qJDRuHRCmpaUxevRoNm3ahKIoHD58mMaNGzN58mQCAwNZtGhRfRfxovZnYiYPfvo7+05pA4eO7NSAude3wd9cS+PG5GfAByPh9B/gHQbjVoN/g9o510XGrto5nXOa45nHic+M1+ZZ8ZzIPMGprFPlN+1M12Y6RUeEV4Qz0HMEe47186rlq22KAkFx2tROew8Cuw3SjkDi79qUsEebW7LK1iTqPSCstVabGNFOCxjD24C5ln6oEEKIS5nRS6utQ6uRyszKws/Xt/bHITyPYYEaNGjAp59+Sp8+fRg0aBDffvttmWCuzGlKBWmKojjH1svOzqZz586sWLGizH6hoaFVLpfZbK5y3pKio6Np2rRphdsrKzvAN998Q4MGrt+HSo9ZXbqfjKoYPnw4JpOJL774ApvNhtVqdb6bKC4vbh0Q3n///RiNRuLj411+nRkzZgwzZsyQgLACuZZCXtpwmHd+PIbNrhLgZeSpEe0Y2j6y9k5akAUf3AgJu8EcBOO+hOCKX9K+FDmad57IPFFmOpl1kgJbQYX7euo9ncFeA68GZMRnMLDrQGIDtJ47jfrLYHBXnR5CW2hT+9Famt0OZ49B4p7iADHxd8hP19IS97gewz+6KDhsq80j2kFQY3kvUQjh3hSluOmm3Q5Gm7Z+kQ5MHxMTww8//OAMCteuXVtpUFiRK664glWrVhEWFoafX/k/kHp4eGCz2c55nPbt27N8+XKsVmudDajeunVrTCYT8fHxLs1DK9O4cWOMRiM7duygUSOtA7eMjAz++usvevbs6cxnMBgYP348y5YtQ6fTMWbMmPMOfMXFza0DwnXr1vHdd9/RsGFDl/RmzZpx4sSJeirVxUtVVf63N5Fnvj3IqXStGeLgthHMu74N4X6etXdiS442tMQ/O8AzQAsGwy/doTkyCjJcgr2SNX451pwK9zPoDDT0aUisXyyN/BoR4xfjnEo27bRaraw5vYZroq6ps3+U6o1Op/0wENwE2t6opakqpJ/QAsTT++D0fkjaBxnxkHFSm/5aW3wMgxnCWkFE26JAsShYNAfUxxUJIYSogujoaGcPmgMHDmTt2rUVBnTncsstt/Dcc8/xf//3fzz++OM0bNiQEydO8PnnnzNr1iwaNmxIbGws3333HYcOHSI4OBh//7L9FkyfPp1XXnmFsWPHMnv2bPz9/fn555/p0qVLmaaYJaWlpZGUlOSSFhAQgKdn5d+rfH19mTlzJvfffz92u51rr72WjIwMtm3bhp+fH+PHj69wv/Hjx/Pggw8SFBREWFgYc+fORafTlXllasqUKc5Kk61bt1ZaJnFpcuuAMCcnBy+vss0Vzpw5U6aq3d398ncaC9b8ye//ZADQIMDM4//Xhr6twmv3xNY8+HAsxP8EJj+tA5nI9pXvV89yrbnEZ8U7m3iWDADTC9Ir3E9BIconyiXYi/GLIcY3hkifSAw6t/6TrRpFgcBYbWozojg9Lx2SD2jB4WnHdEAbwzJhlzaV5B+tBYqhLYvmLbQObEwyNqIQQlwMGjZs6BIUfvfdd9U+hpeXF1u2bOGhhx5i5MiRZGVl0aBBA/r27esMMKdOncrmzZu58soryc7Odg47UVJwcDDff/89Dz74IL169UKv19OxY0euueaac56/X79+ZdI+/PBDxo4dW6XyP/HEE4SGhrJw4UL+/vtvAgICuOKKK3jkkUfOud8LL7zAHXfcwbBhw5zDTpw8ebJMINqsWTO6d+9OSkoKXbt2rVKZxKVHUVVVre9C1JchQ4bQuXNnnnjiCXx9fdm7dy8xMTGMHTsWu93Op59+Wt9FrFRmZib+/v6kpqbW+ECmqqqy/WgaS7b8zZa/UgDw9tBzR68mTO4Rh5dHLQcn1nz46GY4uhE8fLQOZEr2TFnPLDYLJ7NOlhv0peSlnHPfMHMYMf4xNPJt5Kzxi/WLpaFvQzz0F9YZitVqZc2aNQwZMuTyryG8UHYbnDmmvZfqqEk8vV+rTaxIQCOt05rQFsUBY2iLaveUV9fkuRClyTPhnvLz8zl27BhxcXHl1kLZ7XYyMzPx8/Or/XcIxUUjJyeHBg0asGjRIiZPnuxMV1WVZs2aMXHiRGbPnl3jz8S5nkfHd9yMjIzzqv0VVefW1Q3PPvssffv25bfffsNisTBr1iz279/PmTNn2LZtW30Xr95YbXbW7kvizS1HnR3G6HUKN3WJ5t6+zQn1rYPa00ILfDJBCwaNXnDLJ/USDGZZspwDsSdkJzgDv/iseBKyE1Cp+PeUQFNgmaadMX5aEOh1Hi/Si1qg00NIU21qUzywsbM2MflPSDlYPM9JgfR4bTpc6pdoR6AY1rI4YAxpLjWKQgghLjq7d+/m4MGDdOnShYyMDB5//HEA/u///s+ZJyUlhY8++oikpCRuueWW+iqqqANuHRC2bduWv/76i1dffRVfX1+ys7MZOXIk06ZNIzKyFjtIuQipqsqek+ms3n2K/+1N5EyOBQBPo44xV0Yz+drGNAquoyCmsAA+Hg9/fasNKXDTRxDTvcZPo6oqGQUZJOclcyrrFAk5CZzKPkVCtjY/lX2KLEvWOY/hbfR2NuksXePnb5KxES9Z5gDtmSv93OWkaYFhyp+QfLBouZJA0TeqKOhsDsHNipf9Gl60HTYIIYS4/D3//PMcOnQIDw8POnfuzNatWwkJKR7KKywsjJCQEJYsWUJAQED9FVTUOrcOCEEbd+XRRx+t72LUC0uhnd9OnGHr4VTW7kviWGpxhyYhPh7cenUM47rFEuRdh+O5WfNg1a1wZIMWDI5dAY2r3nOWXbWTWZBJal4qaflppOWlkZafpq0XLafladOZ/DPlD9dQSqApkCifKOeA7LF+sc7avmDPYBmz0p14B4P3NRBb6p2QnLSiIPFPSDlUXKuYmwpZCdp0bIvrPgaz1hlOSLOiQLG5FiwGNwXT+fWWJ4QQQlRFp06d2Llz5znzON4qczQjFpcvtw8I09PT+fXXX0lOTnaO6+Iwbty4eipVzVJVlcy8Qv5Jz+VAQib7TmWwLyGT/QkZ5FuLr9ls1DOwTTgjOjXg2qYhGPR1XHthyYUPx6Ie+4ECo5mcG98mN6wFGan7yCjI0CZLRvFyqfVMSyYZBRnY1HN3DV2av8mfKO+igM+ngTP4c8yleaeolHcweF8Lsde6puedhdQjkPoXpB2G1KLpzN9aZzaOzm1Kc9QqBjfTAsSgxtoUGAMG6fBKCCGEEDXHrQPC//3vf9xyyy1kZ2fj5+fnUtOjKMolFRAOXXUPHmYvFAwoqgEwoNoN5BYoZOdDYaEeVCOqagC7AVQDqklHoL+J9lEBdIgO4qrYALw9VHRKAgfPJqNTdOgVPXbVjh07qqpiU22oqopdtRcvY8du19YtdgsWm4UCWwEWW6lle/FyXmEeOdYccqw55FpzybFkkZMRT47dSm5sNDZFgV/O3UPWufh5+BFsDibYM5gQc4hzuXRakGfQBXfiIkSFzIHau6+l33+1FWpDY6QeLgoU/yoOHM9Vq4ii9X4aFKcFiMFNSgSLsWCU8aGEEEIIUT1uHRA+8MADTJo0iQULFpQ7/MSlJFO3G33pwbX1gBEMPhX/jy4Edllh19+w9O9aLmRlFKBUraTZYMbPww9/kz8BpgD8Tf7OdX+TP/4eWrqfyc+5HuQZdHkMxC4uX3pD8fiJDHLdVrpW8czfRdMxsGQXjacYD8d+KHtcvwZFAWJccaAY1BgC40AnNYtCCCGEKMutA8JTp05xzz33XPLBIEDf0Il4+Hhgw4rNXohNtWCnEKPBhkFvQ9EVUqhaXGrwbHabs6bPZW63YVNtzhpARVHQKTp06JzLekWvLZdK89B7YNKbMOqNmHQmTHqTM81D7+GczAYz3gZvvGyFeG97Ge8zx/A2euM17GW8G3bB2+iN2WAuG+QKcbmrqFZRVbXOa5wBYokp7W8oyIDMU9p0vOzgwQavEHrih77gcy1gDIjRmqAGxmq1jvIjihBCCOGW3DogHDhwIL/99huNGzeu76JcsHm9J9X4OIS17szf8P4NcPY4eIfCzZ9BZIf6LpUQFydFAZ8wbWp0tes2VdVqFp0B4lHXgDHvDEpuKoGkwoFymgIoOq120REklp77REiPqEIIIcRlyq0DwqFDh/Lggw9y4MAB2rVrV2Zg3uuvv76eSuYGEvfCBzdCTrL2pfO2L4qazwkhqk1RwCtImxpeWXZ7fgbWlKPs/v5zOjcOQZ/5j/YO49kT2rwwHzJOatOJH8vurzdBQLT2txrQSFv2jwb/htrkG6U1gxVCCOF0/Phx4uLi2L17Nx07dqzSPhMmTCA9PZ3Vq1fXatmEKMmt/wWfOnUqgHMwzpIURcFmq15vlaKKjv8IH94EBZkQ3hZu/Qx8I+q7VEJcvjz9IaIdiQEnsV89BH3JH79UFbKTiwPEs8ch/XhxsJhxCmwFkHZEm8qj6LSg0BEgBjiCxRJBo6eMyymEuDATJkxg+fLlABiNRho1asS4ceN45JFHMBgq/0q7bNky7rvvPtLT02ulbKUDuejoaBITE13G9rtQmzdvpk+fPuVuS0xMJCJCvk+J6nPrgLD0MBOiDvzxKay+S/uC2ag73PShNgi4EKJ+KAr4hmtTdJey221W7b1ER7CY8U9RbaJjfgrsVsj8R5tOVnAek39xcOgMGqO1pqp+UeAbCQbp8VcIcW6DBg1i6dKlFBQUsGbNGqZNm4bRaGT27Nn1XbQy9Hp9rQVohw4dws/PzyUtLCysVs4FYLPZsNvt6OT1gcuS/F8VdUNVYfMz8NlkLRhsMRRu+1yCQSEudnqj1vFM417QeTxc9yjcsAQmfA33/g6PJcMDh2DyBhi1FPo/AV3+rf2NR7TTOskBrdOb5P1w+Dv47b+wYZ72ebB0ELzUHp4MheeawpIesHIsfH0/bHkOdq+Ao99DyiHIl4GRhXB3JpOJiIgIYmJiuPPOO+nXrx9fffUVAGfPnmXcuHEEBgbi5eXF4MGDOXz4MKDVrE2cOJGMjAwURUFRFObNmwdAQUEBM2fOpEGDBnh7e9O1a1c2b97sPOeyZcsICAjgu+++o1WrVvj4+DBo0CASExMBmDdvHsuXL+fLL790Hnvz5s0cP34cRVHYs2cPoAVVkydPJi4uDrPZTIsWLXjppZfO6z6EhYURERHhMjmCtQkTJjBixAief/55IiMjCQ4OZtq0aVitVuf+Vb3mr776irZt2xIeHk58fDyJiYkMHToUs9lMXFwcK1euJDY2lsWLFwMwadIkhg0b5lJWq9VKWFgY//3vf8/rWkXtc8sawiFDhvDhhx/i7681YXr66ae54447CAgIACAtLY0ePXpw4MCBeizlZcSaD1/dDX98rK13mw79HwfpQVSIS59OpzX59o0o2zOqQ0G2VsvoqFlMd9QwFtUyZiWCzaL1opqTAkl7Kz6fhy/4RWo1in4NtGW/KK3Jql9RmleIdIIjhJswm82kpaUBWiB0+PBhvvrqK/z8/HjooYcYMmQIBw4coHv37ixevJg5c+Zw6NAhAHx8fACYPn06Bw4c4KOPPiIqKoovvviCQYMG8ccff9CsWTMAcnNzef7553n//ffR6XTceuutzJw5kxUrVjBz5kz+/PNPMjMzWbp0KQBBQUEkJCS4lNVut9OwYUM++eQTgoOD+emnn7j99tuJjIxk9OjRNXpfNm3aRGRkJJs2beLIkSOMGTOGjh07Ol+Xquo1P/PMM7z11luYTCbCwsK44YYbSE1NZfPmzRiNRmbMmEFycrLzvFOmTKFnz54kJiYSGRkJwNdff01ubi5jxoyp0WsUNcctA8LvvvuOgoIC5/qCBQsYPXq0MyAsLCx0fliIC5STCh/dDCd/AZ0Bhi6CzhPqu1RCiLpk8oHQFtpUHlWF3DNa0JiVWDR8RiJkJUBmQvFyfgZYsiA1SxunsSI6Y1GPrOFaoOoTpvWU6huuzX2Kmsh6h0kzVSEAVVXJK8wDtKAlrzAPg9VQ680DzQYziqKc176qqrJx40a+++477r77bmcguG3bNrp37w7AihUriI6OZvXq1fzrX//C398fRVFcmnHGx8ezdOlS4uPjiYqKAmDmzJmsXbuWpUuXsmDBAkCr5VqyZAlNmmgd4E2fPt3ZB4WPjw9ms5mCgoJzNhE1Go3Mnz/fuR4XF8f27dv5+OOPqx0QNmzY0GU9JiaG/fv3O9cDAwN59dVX0ev1tGzZkqFDh7Jx40amTp1arWt+/fXXadeuHZmZmcTHx7NhwwZ27NjBlVdqHZi98847zgASoHv37rRo0YL333+fWbNmAbB06VL+9a9/OQNwcfFxy4BQVdVzrosa8s9O+Hic9l6Rpz+Mfg8a967vUgkhLjaKAt7B2hTZvuJ8lhwtOHQGjkUBY8kgMvt00TuNRWMyVsYrWAsQncFjeHHA6BNRHFCafGvueoW4yOQV5tF1Zdc6P+8vN/+Cl7F6Y0F//fXX+Pj4YLVasdvt3HzzzcybN4+NGzdiMBjo2rX4OoKDg2nRogV//vlnhcf7448/sNlsNG/e3CW9oKDAZTgvLy8vZzAIEBkZ6VIzVlWvvfYa7777LvHx8eTl5WGxWKrcA2lJW7duxde3+HOpdE/5bdq0Qa8vbokVGRnJH3/8AVT9mj08PGjfvr3ze/KhQ4cwGAxcccUVzjxNmzYlMDDQ5ThTpkzhrbfeYtasWZw+fZpvv/2W77//vtrXKOqOWwaEopapKvz2Lnz7kPbFLLgpjP0QQptXvq8QQlTEwxtCmmpTRWxWLSjMPg1ZpyE7SetFNSupKC2peLu9EHLTtCm5klcEjN7FQaJ3iBYkeodqy96O5VDwCQWTnxbkCiFqXJ8+fXjjjTfw8PAgKiqqSr2Lnkt2djZ6vZ6dO3e6BFCAS41W6YBLUZRqVyh89NFHzJw5k0WLFtGtWzd8fX157rnn+OWXX6pd7ri4OGfLtvKUV15HZ4pVvWaz2Xxe1zlu3Dgefvhhtm/fzk8//URcXBw9evSo1jFE3XLLgNDxwm/pNFEDCrJhzUz4/UNtvdVw+L/XwdPv3PsJIURN0BuLezI9F7sd8s5qAWNWUdCYnVR+EGnJBmsOnPlbmyotg0dxgFgyUHSulwwiQ7QyC1GPzAYzv9ysBSV2u52srCx8fX3rpMlodXl7e9O0adkfhVq1akVhYSG//PKLs8loWloahw4donXr1oBW41V6SLFOnTphs9lITk6+oKClvGOX5mjOetdddznTjh49et7nPF/ne80tWrSgsLCQ3bt307lzZwCOHDnC2bNnXfIFBwczYsQIli5dyvbt25k4cWKNll/UPLcMCFVVZcKECZhMJgDy8/O544478Pb2BnB5v1BUwz874fMp2hcmRQf95kH3e+SXciHExUenK26mGt7m3HkLskvUOiZp70Y7OsApOWWnaO842ixVb7IKWk+sjmDRK0hrxlpmKpHu4SOfq6JGKYribLppt9spNBTiZfS6pIYYaNasGf/3f//H1KlTefPNN/H19eXhhx+mQYMG/N///R8AsbGxZGdns3HjRjp06ICXlxfNmzfnlltuYdy4cSxatIhOnTqRkpLCxo0bad++PUOHDq3S+WNjY/nuu+84dOgQwcHBzo4LS5fxvffe47vvviMuLo7333+fHTt2EBcXV+3rTU5OJj8/3yUtODi4TM1gec73mlu2bEm/fv24/fbbeeONNzAajTzwwAPOmsSSpkyZwrBhw7DZbIwfP77a1yfqllsGhKUfzFtvvbVMnnHjxtVVcS59dhv8+AJsWgiqDfwawsg3Ifba+i6ZEEJcOJOPNgU3qTyvNa8oYEwuDhyzkysIIlO1z8y8s9p0ro5yStJ7lB8oegWDOaj8dI/qvaclxKVo6dKl3HvvvQwbNgyLxULPnj1Zs2aNM0jq3r07d9xxB2PGjCEtLY25c+cyb948li5dypNPPskDDzzAqVOnCAkJ4eqrry4zfMK5TJ06lc2bN3PllVeSnZ3Npk2biI2Ndcnz73//m927dzNmzBgUReGmm27irrvu4ttvv632tbZoUbaTru3bt3P11VdXaf/zveb33nuPyZMn07NnTyIiIli4cCH79+/H09PTJV+/fv2IjIykTZs2zo5rxMVLUaVHlUtaZmYm/v7+pKamurwIXGeSD8L/7tF6EQVoMxKGvVA89pioc1arlTVr1jBkyJAq/VIo3IM8FxchR7PVkkFibprW46rj3UbndAZyU6Ewv/LjlsdgLgoYA7XxX82B2E3+HE04Q+M2ndH7OLYVTZ5aHjy8pTbyMpOfn8+xY8eIi4sr8yUetBrCzMxM/Pz8LqkaQlF7zvVM/PPPP0RHR7Nhwwb69u3rTM/OzqZBgwYsXbqUkSNHVnjscz2Pju+4GRkZ+PnJq0e1yS1rCEUNsObB1kXw42Kt4xgPXxj6PLQfI18ehBCiKko2W6Vl1fax5JYNFPMqCiDTtFpIuxUK87QenzP/KT490Awg+ZtzlNFYIlAMcA0aSwaOJfN4+msd68iQHkJcdr7//nuys7Np164diYmJzJo1i9jYWHr27AlowWNqaiqLFi0iICCA66+/vp5LLKpCAkJRfUc3wTczijtXaD4IhjwPAdH1Wy4hhLjceXhpU1U/b1VV6xQnNw1y0iD/LOSlQ95ZbNmpHP9zN3GRgejyM4qbruanawGl3apNOcnaVF0GsxYcOie/UutFgaOnvxZYls5j8JQfGIW4yFitVh555BH+/vtvfH196d69OytWrHC2PImPjycuLo6GDRuybNmyC+4FVtQN+b8kqi75IGyYB38VtXX3jYTBz2o9ico/2kIIcfFRFG0MRZMvBMa6bLJbrezLWkOjIUPQlW5GrKpgzS0OEouCSJcpv3RaujZZsrRjFOZBdp7Wa+v50HuUCBhLBZYmP61zHce1mXy0NMd6yW3Si6sQNWbgwIEMHDiwwu2xsbEyvvclSAJCUbnMBNj8NOx+H1Q7KHq4ajJc95j2j7MQQojLi6Jo7w96eFc+hEdpdhsUZEJ+BuQ75kVTQan18qaCTO3fGptFe28yN/XCrsXgWSJw9NVecSi5bnIEj6WDTL/ibR4+2r3Q6Ss/nxBCXGIkIBQVSzkE216Gvau0ZkMALYdB37kyyLwQQojy6fTF7xSeD0czV2eQWDqozNCGAinIKp4s2Vog6UzL1mooQeuIpzBf67TnQhnMxYGyy+QDRi/XdQ+vEsveRdt9yu5r9JJWNkKIeiUBoXBlt8Hfm2DHf+HQmuL0Rt2h7xyI6VZ/ZRNCCHH5K9nMtbq1kyXZrKUCRkewmFlOQJnluu7cXhRkqkUDjhfmadOF1lq6UEoEjI7g0lw0eZWae5aT5qXVgpabv2gymLVOjEqQZn3iYiDP4cVBAsIa9tprr/Hcc8+RlJREhw4deOWVV+jSpUuF+T/55BP+85//cPz4cZo1a8YzzzzDkCFD6rDERU4fgN8/hL0fl3jfQ4GWQ+GaeyG64msQQgghLjp6Y9F4jEEXdhxV1XrWtuaCJafElF0iLbtonltiOQesOaX2yXHdpp2gaJ9syDlnSS5MUdBo9AyCLgvITSrE7GPSAnBF55wURYenxYKSlasFkYoC6ErkK5pTybqiFKVJ7aeoWG5uLoAMh1TPJCCsQatWrWLGjBksWbKErl27snjxYgYOHMihQ4cICwsrk/+nn37ipptuYuHChQwbNoyVK1cyYsQIdu3aRdu2bWu3sNY8+Oc3OLxOm1IOFm8zB0G7UdDldghpVrvlEEIIIS5milLcu6t3SM0d127XahvLBJRZRQFovhZwOoJRa1HtpDXPNc2aW5S3dFoe2AqKz1fUdFafd5aAv78iWT8KbAF4GcuP2QryM2roQh3BolIqeFRcg010oFAikNQVF8yR5gwwS+5fKm/JfIqueP+SeZ3HFFVht9uxWCzk5+fX2NiUqqqSm5tLcnIyAQEB6PXyfm59koCwBr3wwgtMnTqViRMnArBkyRK++eYb3n33XR5++OEy+V966SUGDRrEgw8+CMATTzzB+vXrefXVV1myZEnNFEpVtd7fzh6HtCNaEPjPr5D0B9gLi/PpDNBsIHS8SZvL+FFCCCFE7dHpit8jpOyPxjXCbtMCwVLBYoQlH7JtJOfY0AIoVfu+oKqo2Cm0FmIw6FFUtXgbFM3VyueXhJJBYtG6S3qJtJLrSgXp58pX5fWSaeeRrpTKU630iqmqSl5eHmazGaWGA+mAgAAiIiJq9Jii+iQgrCEWi4WdO3cye/ZsZ5pOp6Nfv35s37693H22b9/OjBkzXNIGDhzI6tWrKzxPQUEBBQXFv/hlZmZqC+vnYPP2AHshiiUb8tJRclIg/QRKQWa5x1K9w1DjemFv2h+18XXagMKgfZZbrZVes7g4WYv+31nl/6EoQZ4LUZo8E25C8QAPD/Bw7RU8BAi02SgsLHR5j6uwsJCffvqJ7t27n98YcqqqdURns0BhQdHcArYCFLtjuTgNmwXFkc9WCPaiuWrV3gO1WVFsVlALnevYrMXjZBZaUexW7Uduu1Xb12YpsV60XZRLddSoOmtawbWGVQsAC202DAZHdXLpGlrFmc/lGJQ4hstxFVDBaM1Ab7cUlaPkjw5FKfm2Wr9+oZGAsIakpqZis9kIDw93SQ8PD+fgwYPl7pOUlFRu/qSkisdsWrhwIfPnzy+Tbvz9ffSmin+1yTf4k2MKI90rjrNeTTjj3ZQ8jxDtj/IEcOKnc1yduBStX7++vosgLkLyXIjS5JkQ5dmyZUsdnEUPmIumKtAVTdV93UxVUVQbOrXQdbIXLyuqDUW1o1NtKNi0uVo8dy5jL5tWeo7deT7nMR3bsaO4pNsBFUW1F+1XYq7aUVCd67jkKb2PWiaPDns1b9TFRSm4VGqbL30SEF5iZs+e7VKrmJmZSXR0NNar7sTm56N19+3hg2oOBHMQakAMBESjN3rhB/gBjeqt9KIuWK1W1q9fT//+/eUlbeEkz4UoTZ4JUR55Li5daqm5DbQxPe02radcu01bL5mm2ks0+QWwuzYBVu0UWq1s2/Yj13TvjsGgK8pXvL1Ms2FnkFtR0+JS56ig6W1hVi48PahW75nQSEBYQ0JCQtDr9Zw+fdol/fTp0xW2jY6IiKhWfgCTyYTJZCq7odcs9MHB1S+4uGwZjUb5x1yUIc+FKE2eCVEeeS6Ek9VKjukwhvAWdfpMGDLLf+VJ1Lya6SpI4OHhQefOndm4caMzzW63s3HjRrp1K3/svm7durnkB63pTkX5hRBCCCGEEKImSQ1hDZoxYwbjx4/nyiuvpEuXLixevJicnBxnr6Pjxo2jQYMGLFy4EIB7772XXr16sWjRIoYOHcpHH33Eb7/9xltvvVXlczpeBM/KypJf8gSgNffJzc0lMzNTngnhJM+FKE2eCVEeeS5EafX1TDg6TpTB62ufBIQ1aMyYMaSkpDBnzhySkpLo2LEja9eudXYcEx8f7zJ+S/fu3Vm5ciWPPfYYjzzyCM2aNWP16tXVGoMwLS0NgLi4uJq9GCGEEEIIIepZVlYW/v7+lWcU501RJey+pKWnpxMYGEh8fLz8sQiguKOhkydP4ufnV9/FERcJeS5EafJMiPLIcyFKq69nQlVVsrKyiIqKcqlQETVPaggvcY4/EH9/f/ngFi78/PzkmRBlyHMhSpNnQpRHngtRWn08E1LZUTck3BZCCCGEEEIINyUBoRBCCCGEEEK4KQkIL3Emk4m5c+eWPzahcEvyTIjyyHMhSpNnQpRHngtRmjwTlz/pVEYIIYQQQggh3JTUEAohhBBCCCGEm5KAUAghhBBCCCHclASEQgghhBBCCOGmJCAUQgghhBBCCDclAeEl7LXXXiM2NhZPT0+6du3Kr7/+Wt9FEvVo3rx5KIriMrVs2bK+iyXq0JYtWxg+fDhRUVEoisLq1atdtquqypw5c4iMjMRsNtOvXz8OHz5cP4UVdaay52LChAllPjsGDRpUP4UVdWLhwoVcddVV+Pr6EhYWxogRIzh06JBLnvz8fKZNm0ZwcDA+Pj7ceOONnD59up5KLOpCVZ6L3r17l/m8uOOOO+qpxKKmSEB4iVq1ahUzZsxg7ty57Nq1iw4dOjBw4ECSk5Pru2iiHrVp04bExETn9OOPP9Z3kUQdysnJoUOHDrz22mvlbn/22Wd5+eWXWbJkCb/88gve3t4MHDiQ/Pz8Oi6pqEuVPRcAgwYNcvns+PDDD+uwhKKu/fDDD0ybNo2ff/6Z9evXY7VaGTBgADk5Oc48999/P//73//45JNP+OGHH0hISGDkyJH1WGpR26ryXABMnTrV5fPi2WefracSi5oiw05corp27cpVV13Fq6++CoDdbic6Opq7776bhx9+uJ5LJ+rDvHnzWL16NXv27KnvooiLgKIofPHFF4wYMQLQagejoqJ44IEHmDlzJgAZGRmEh4ezbNkyxo4dW4+lFXWl9HMBWg1henp6mZpD4T5SUlIICwvjhx9+oGfPnmRkZBAaGsrKlSsZNWoUAAcPHqRVq1Zs376dq6++up5LLOpC6ecCtBrCjh07snjx4votnKhRUkN4CbJYLOzcuZN+/fo503Q6Hf369WP79u31WDJR3w4fPkxUVBSNGzfmlltuIT4+vr6LJC4Sx44dIykpyeVzw9/fn65du8rnhmDz5s2EhYXRokUL7rzzTtLS0uq7SKIOZWRkABAUFATAzp07sVqtLp8XLVu2pFGjRvJ54UZKPxcOK1asICQkhLZt2zJ79mxyc3Pro3iiBhnquwCi+lJTU7HZbISHh7ukh4eHc/DgwXoqlahvXbt2ZdmyZbRo0YLExETmz59Pjx492LdvH76+vvVdPFHPkpKSAMr93HBsE+5p0KBBjBw5kri4OI4ePcojjzzC4MGD2b59O3q9vr6LJ2qZ3W7nvvvu45prrqFt27aA9nnh4eFBQECAS175vHAf5T0XADfffDMxMTFERUWxd+9eHnroIQ4dOsTnn39ej6UVF0oCQiEuE4MHD3Yut2/fnq5duxITE8PHH3/M5MmT67FkQoiLWcnmwu3ataN9+/Y0adKEzZs307dv33osmagL06ZNY9++ffLOuXBR0XNx++23O5fbtWtHZGQkffv25ejRozRp0qSuiylqiDQZvQSFhISg1+vL9PZ1+vRpIiIi6qlU4mITEBBA8+bNOXLkSH0XRVwEHJ8N8rkhKtO4cWNCQkLks8MNTJ8+na+//ppNmzbRsGFDZ3pERAQWi4X09HSX/PJ54R4qei7K07VrVwD5vLjESUB4CfLw8KBz585s3LjRmWa329m4cSPdunWrx5KJi0l2djZHjx4lMjKyvosiLgJxcXFERES4fG5kZmbyyy+/yOeGcPHPP/+QlpYmnx2XMVVVmT59Ol988QXff/89cXFxLts7d+6M0Wh0+bw4dOgQ8fHx8nlxGavsuSiPoyM7+by4tEmT0UvUjBkzGD9+PFdeeSVdunRh8eLF5OTkMHHixPoumqgnM2fOZPjw4cTExJCQkMDcuXPR6/XcdNNN9V00UUeys7NdfqU9duwYe/bsISgoiEaNGnHffffx5JNP0qxZM+Li4vjPf/5DVFSUS4+T4vJzruciKCiI+fPnc+ONNxIREcHRo0eZNWsWTZs2ZeDAgfVYalGbpk2bxsqVK/nyyy/x9fV1vhfo7++P2WzG39+fyZMnM2PGDIKCgvDz8+Puu++mW7du0sPoZayy5+Lo0aOsXLmSIUOGEBwczN69e7n//vvp2bMn7du3r+fSiwuiikvWK6+8ojZq1Ej18PBQu3Tpov7888/1XSRRj8aMGaNGRkaqHh4eaoMGDdQxY8aoR44cqe9iiTq0adMmFSgzjR8/XlVVVbXb7ep//vMfNTw8XDWZTGrfvn3VQ4cO1W+hRa0713ORm5urDhgwQA0NDVWNRqMaExOjTp06VU1KSqrvYotaVN7zAKhLly515snLy1PvuusuNTAwUPXy8lJvuOEGNTExsf4KLWpdZc9FfHy82rNnTzUoKEg1mUxq06ZN1QcffFDNyMio34KLCybjEAohhBBCCCGEm5J3CIUQQgghhBDCTUlAKIQQQgghhBBuSgJCIYQQQgghhHBTEhAKIYQQQgghhJuSgFAIIYQQQggh3JQEhEIIIYQQQgjhpiQgFEIIIYQQQgg3JQGhEEIIIYQQQrgpCQiFEEJc1iZMmMCIESPq7fy33XYbCxYsqFLesWPHsmjRoloukRBCCFFMUVVVre9CCCGEEOdDUZRzbp87dy73338/qqoSEBBQN4Uq4ffff+e6667jxIkT+Pj4VJp/37599OzZk2PHjuHv718HJRRCCOHuJCAUQghxyUpKSnIur1q1ijlz5nDo0CFnmo+PT5UCsdoyZcoUDAYDS5YsqfI+V111FRMmTGDatGm1WDIhhBBCI01GhRBCXLIiIiKck7+/P4qiuKT5+PiUaTLau3dv7r77bu677z4CAwMJDw/n7bffJicnh4kTJ+Lr60vTpk359ttvXc61b98+Bg8ejI+PD+Hh4dx2222kpqZWWDabzcann37K8OHDXdJff/11mjVrhqenJ+Hh4YwaNcpl+/Dhw/noo48u/OYIIYQQVSABoRBCCLezfPlyQkJC+PXXX7n77ru58847+de//kX37t3ZtWsXAwYM4LbbbiM3NxeA9PR0rrvuOjp16sRvv/3G2rVrOX36NKNHj67wHHv37iUjI4Mrr7zSmfbbb79xzz338Pjjj3Po0CHWrl1Lz549Xfbr0qULv/76KwUFBbVz8UIIIUQJEhAKIYRwOx06dOCxxx6jWbNmzJ49G09PT0JCQpg6dSrNmjVjzpw5pKWlsXfvXgBeffVVOnXqxIIFC2jZsiWdOnXi3XffZdOmTfz111/lnuPEiRPo9XrCwsKcafHx8Xh7ezNs2DBiYmLo1KkT99xzj8t+UVFRWCwWl+awQgghRG2RgFAIIYTbad++vXNZr9cTHBxMu3btnGnh4eEAJCcnA1rnMJs2bXK+k+jj40PLli0BOHr0aLnnyMvLw2QyuXR8079/f2JiYmjcuDG33XYbK1ascNZCOpjNZoAy6UIIIURtkIBQCCGE2zEajS7riqK4pDmCOLvdDkB2djbDhw9nz549LtPhw4fLNPl0CAkJITc3F4vF4kzz9fVl165dfPjhh0RGRjJnzhw6dOhAenq6M8+ZM2cACA0NrZFrFUIIIc5FAkIhhBCiEldccQX79+8nNjaWpk2bukze3t7l7tOxY0cADhw44JJuMBjo168fzz77LHv37uX48eN8//33zu379u2jYcOGhISE1Nr1CCGEEA4SEAohhBCVmDZtGmfOnOGmm25ix44dHD16lO+++46JEydis9nK3Sc0NJQrrriCH3/80Zn29ddf8/LLL7Nnzx5OnDjBe++9h91up0WLFs48W7duZcCAAbV+TUIIIQRIQCiEEEJUKioqim3btmGz2RgwYADt2rXjvvvuIyAgAJ2u4n9Kp0yZwooVK5zrAQEBfP7551x33XW0atWKJUuW8OGHH9KmTRsA8vPzWb16NVOnTq31axJCCCFABqYXQgghak1eXh4tWrRg1apVdOvWrdL8b7zxBl988QXr1q2rg9IJIYQQUkMohBBC1Bqz2cx77713zgHsSzIajbzyyiu1XCohhBCimNQQCiGEEEIIIYSbkhpCIYQQQgghhHBTEhAKIYQQQgghhJuSgFAIIYQQQggh3JQEhEIIIYQQQgjhpiQgFEIIIYQQQgg3JQGhEEIIIYQQQrgpCQiFEEIIIYQQwk1JQCiEEEIIIYQQbkoCQiGEEEIIIYRwUxIQCiGEEEIIIYSbkoBQCCGEEEIIIdyUBIRCCCGEEEII4aYkIBRCCCGEEEIINyUBoRBCCCGEEEK4KQkIhRBCCCGEEMJNSUAohBBCCCGEEG5KAkIhhBBCCCGEcFMSEAohhBBCCCGEm5KAUAghhBBCCCHclASEQgghhBBCCOGmJCAUQgghhBBCCDclAaEQQgghhBBCuCkJCIUQQgghhBDCTUlAKIQQQgghhBBuSgJCIYQQQgghhHBTEhAKIYQQQgghhJuSgFAIIYQQQggh3JQEhEIIIYQQQgjhpiQgFEIIIYQQQgg3JQGhEEIIIYQQQrgpCQiFEEIIIYQQwk1JQCiEEEIIIYQQbkoCQiGEEEIIIYRwUxIQCiGEG9i8eTOKovDpp5/Wd1HqxLx581AUhdTU1Do9r6IozJs3r07PKYQQQlwICQiFEOISpShKlabNmzfXd1HLtWbNmvMOnrp06YKiKLzxxhs1W6h6tGDBAlavXl3jx42NjXV5HsLCwujRowdffPFFjZ9LCCHEpcdQ3wUQQghxft5//32X9ffee4/169eXSW/VqhV//vlnXRatStasWcNrr71W7aDw8OHD7Nixg9jYWFasWMGdd95ZOwWsYwsWLGDUqFGMGDGixo/dsWNHHnjgAQASEhJ48803GTlyJG+88QZ33HFHjZ9PCCHEpUMCQiGEuETdeuutLus///wz69evL5MOXHBAmJubi5eX1wUdo6Z88MEHhIWFsWjRIkaNGsXx48eJjY2t72Jd1Bo0aODyXIwbN46mTZvy4osvXvQBYU5ODt7e3vVdDCGEuGxJk1EhhHAjdrudp556ioYNG+Lp6Unfvn05cuSIS57evXvTtm1bdu7cSc+ePfHy8uKRRx4BKn5HLjY2lgkTJjjXrVYr8+fPp1mzZnh6ehIcHMy1117L+vXrAZgwYQKvvfaa85iOqSpWrlzJqFGjGDZsGP7+/qxcubLCvKmpqYwePRo/Pz+Cg4O59957yc/Pd8mzfv16rr32WgICAvDx8aFFixbO63VITk5m8uTJhIeH4+npSYcOHVi+fHmlZZ0wYUK5warjHUcHRVHIyclh+fLlzntR8n6eOnWKSZMmER4ejslkok2bNrz77ruVnr8iERERtGrVimPHjjnTdu/ezeDBg/Hz88PHx4e+ffvy888/O7enp6ej1+t5+eWXnWmpqanodDqCg4NRVdWZfueddxIREeFyzl9++YVBgwbh7++Pl5cXvXr1Ytu2beXelwMHDnDzzTcTGBjItddee97XKYQQonJSQyiEEG7k6aefRqfTMXPmTDIyMnj22We55ZZb+OWXX1zypaWlMXjwYMaOHcutt95KeHh4tc4zb948Fi5cyJQpU+jSpQuZmZn89ttv7Nq1i/79+/Pvf/+bhISEcpu4nssvv/zCkSNHWLp0KR4eHowcOZIVK1aUCeAcRo8eTWxsLAsXLuTnn3/m5Zdf5uzZs7z33nsA7N+/n2HDhtG+fXsef/xxTCYTR44ccQlU8vLy6N27N0eOHGH69OnExcXxySefMGHCBNLT07n33nurdW/K8/777zvv1e233w5AkyZNADh9+jRXX301iqIwffp0QkND+fbbb5k8eTKZmZncd9991T6f1Wrl5MmTBAcHO+9Djx498PPzY9asWRiNRt5880169+7NDz/8QNeuXQkICKBt27Zs2bKFe+65B4Aff/wRRVE4c+YMBw4coE2bNgBs3bqVHj16OM/3/fffM3jwYDp37szcuXPR6XQsXbqU6667jq1bt9KlSxeX8v3rX/+iWbNmLFiwwCXQFEIIUQtUIYQQl4Vp06apFX2sb9q0SQXUVq1aqQUFBc70l156SQXUP/74w5nWq1cvFVCXLFlS5jiAOnfu3DLpMTEx6vjx453rHTp0UIcOHXre5a3I9OnT1ejoaNVut6uqqqrr1q1TAXX37t0u+ebOnasC6vXXX++Sftddd6mA+vvvv6uqqqovvviiCqgpKSkVnnPx4sUqoH7wwQfONIvFonbr1k318fFRMzMzneml78/48ePVmJiYMsd0lK8kb29vl3voMHnyZDUyMlJNTU11SR87dqzq7++v5ubmVlh2VdX+3wwYMEBNSUlRU1JS1N9//10dO3asCqh33323qqqqOmLECNXDw0M9evSoc7+EhATV19dX7dmzpzNt2rRpanh4uHN9xowZas+ePdWwsDD1jTfeUFVVVdPS0lRFUdSXXnpJVVVVtdvtarNmzdSBAwc6/7+pqqrm5uaqcXFxav/+/cvcl5tuuumc1ySEEKLmSJNRIYRwIxMnTsTDw8O57qjF+fvvv13ymUwmJk6ceN7nCQgIYP/+/Rw+fPi8j1FaYWEhq1atYsyYMc7mltdddx1hYWGsWLGi3H2mTZvmsn733XcDWoc2jnICfPnll9jt9nKPsWbNGiIiIrjpppucaUajkXvuuYfs7Gx++OGHC7quc1FVlc8++4zhw4ejqiqpqanOaeDAgWRkZLBr165Kj7Nu3TpCQ0MJDQ2lQ4cOfPLJJ9x2220888wz2Gw21q1bx4gRI2jcuLFzn8jISG6++WZ+/PFHMjMzAe15OX36NIcOHQK0msCePXvSo0cPtm7dCmi1hqqqOp+tPXv2cPjwYW6++WbS0tKc5c/JyaFv375s2bKlzL2/2N9rFEKIy4kEhJeJLVu2MHz4cKKiolAUpdpdlx8/frzc7upLvj8ihLj0NWrUyGU9MDAQgLNnz7qkN2jQwCVwrK7HH3+c9PR0mjdvTrt27XjwwQfZu3fveR8PtKAmJSWFLl26cOTIEY4cOcKxY8fo06cPH374YbkBXbNmzVzWmzRpgk6n4/jx4wCMGTOGa665hilTphAeHs7YsWP5+OOPXY514sQJmjVrhk7n+k9mq1atnNtrS0pKCunp6bz11lvOgM4xOQL25OTkSo/TtWtX1q9fz4YNG/jpp59ITU3lvffew2w2k5KSQm5uLi1atCizX6tWrbDb7Zw8eRIo/gFh69at5OTksHv3bnr06EHPnj2dAeHWrVvx8/OjQ4cOAM4fBcaPH1/mGt555x0KCgrIyMhwOW9cXNx53jEhhBDVJe8QXiZycnLo0KEDkyZNYuTIked9nA0bNjjfAQGc75cIIS4Per2+3HS11HtaZrO5Wse12Wwu6z179uTo0aN8+eWXrFu3jnfeeYcXX3yRJUuWMGXKlOoVuoijFnD06NHlbv/hhx/o06fPOY9RuuMas9nMli1b2LRpE9988w1r165l1apVXHfddaxbt67C+1VVFXWUU/p+VcQRmN56662MHz++3Dzt27ev9DghISH069evSuc8l6ioKOLi4tiyZQuxsbGoqkq3bt0IDQ3l3nvv5cSJE2zdupXu3bs7A2jHNTz33HN07Nix3OP6+Pi4rFf3+RNCCHH+JCC8TAwePJjBgwdXuL2goIBHH32UDz/8kPT0dNq2bcszzzxD7969XfIFBweX6RlOCCEcAgMDSU9Pd0mzWCwkJiaWyRsUFMTEiROZOHEi2dnZ9OzZk3nz5jkDwqr2Kgraj15ffvklY8aMYdSoUWW233PPPaxYsaJMQHj48GGX2qYjR45gt9tdev7U6XT07duXvn378sILL7BgwQIeffRRNm3aRL9+/YiJiWHv3r3Y7XaXWsKDBw8CEBMTU2G5y7tfUH6tYnn3IzQ0FF9fX2w2W40EdOUJDQ3Fy8vL2Qy0pIMHD6LT6YiOjnam9ejRgy1bthAXF0fHjh3x9fWlQ4cO+Pv7s3btWnbt2sX8+fOd+R2d4/j5+dXaNQghhDh/0mTUTUyfPp3t27fz0UcfsXfvXv71r38xaNCgMu/3XH/99YSFhXHttdfy1Vdf1VNphRAXqyZNmrBlyxaXtLfeeqtMjVdaWprLuo+PD02bNqWgoMCZ5hhbrryAqbQvvviCnJwcpk2bxqhRo8pMw4YN47PPPnM5PuAc2sLhlVdeAXD+gHbmzJky53LUYjmONWTIEJKSkli1apUzT2FhIa+88go+Pj706tWrwnI3adKEjIwMl+ayiYmJfPHFF2Xyent7l7kXer2eG2+8kc8++4x9+/aV2SclJaXCc1eVXq9nwIABfPnll86mtKD1brpy5UquvfZa/Pz8nOk9evTg+PHjrFq1ytmEVKfT0b17d1544QWsVqtLD6OdO3emSZMmPP/882RnZ9fKNQghhDh/UkPoBuLj41m6dCnx8fFERUUBMHPmTNauXcvSpUtZsGABPj4+LFq0iGuuuQadTsdnn33GiBEjWL16Nddff309X4EQ4mIxZcoU7rjjDm688Ub69+/P77//znfffUdISIhLvtatW9O7d286d+5MUFAQv/32G59++inTp0935uncuTOg1e4NHDgQvV7P2LFjyz3vihUrCA4Opnv37uVuv/7663n77bf55ptvXJrNHzt2jOuvv55Bgwaxfft2PvjgA26++Wbn+22PP/44W7ZsYejQocTExJCcnMzrr79Ow4YNnePf3X777bz55ptMmDCBnTt3Ehsby6effsq2bdtYvHgxvr6+Fd6vsWPH8tBDD3HDDTdwzz33kJubyxtvvEHz5s3LdAbTuXNnNmzYwAsvvOBsmtm1a1eefvppNm3aRNeuXZk6dSqtW7fmzJkz7Nq1iw0bNpQb1FbXk08+6RyP8a677sJgMPDmm29SUFDAs88+65LXEewdOnSIBQsWONN79uzJt99+i8lk4qqrrnKm63Q63nnnHQYPHkybNm2YOHEiDRo04NSpU2zatAk/Pz/+97//XfA1CCGEOE/12sepqBWA+sUXXzjXv/76axVQvb29XSaDwaCOHj26wuPcdttt6rXXXlsHJRZC1ISqDDvxySefuKQfO3ZMBdSlS5c603r16qW2adOm3OPYbDb1oYceUkNCQlQvLy914MCB6pEjR8oMO/Hkk0+qXbp0UQMCAlSz2ay2bNlSfeqpp1SLxeLMU1hYqN59991qaGioqihKhWU/ffq0ajAY1Ntuu63Ca8/NzVW9vLzUG264QVXV4uELDhw4oI4aNUr19fVVAwMD1enTp6t5eXnO/TZu3Kj+3//9nxoVFaV6eHioUVFR6k033aT+9ddfZcowceJENSQkRPXw8FDbtWvncs8cKGdYjnXr1qlt27ZVPTw81BYtWqgffPBBucNOHDx4UO3Zs6dqNptVwOV+nj59Wp02bZoaHR2tGo1GNSIiQu3bt6/61ltvVXhPHGJiYiodAkRVVXXXrl3qwIEDVR8fH9XLy0vt06eP+tNPP5WbNywsTAXU06dPO9N+/PFHFVB79OhR7j67d+9WR44cqQYHB6smk0mNiYlRR48erW7cuNGZx3FfzjUMiBBCiJqlqKqM+Hq5URSFL774ghEjRgCwatUqbrnlFvbv31+mgwQfH58K3xl87bXXePLJJ8t9N0gIIYQQQghx6ZMmo26gU6dO2Gw2kpOTXd7rqMyePXuIjIysxZIJIYQQQggh6pMEhJeJ7Oxsjhw54lw/duwYe/bsISgoiObNm3PLLbcwbtw4Fi1aRKdOnUhJSWHjxo20b9+eoUOHsnz5cjw8POjUqRMAn3/+Oe+++y7vvPNOfV2SEEIIIYQQopZJQHiZ+O2331y6W58xYwagDQS8bNkyli5dypNPPskDDzzAqVOnCAkJ4eqrr2bYsGHOfZ544glOnDiBwWCgZcuWrFq1qtzu3YUQQgghhBCXB3mHUAghhBBCCCHclIxDKIQQQgghhBBuSgJCIYQQQgghhHBT8g7hJc5ut5OQkICvry+KotR3cYQQQgghhLhgqqqSlZVFVFQUOp3UYdUmCQgvcQkJCURHR9d3MYQQQgghhKhxJ0+epGHDhvVdjMuaBISXOF9fX0AbZiIoKKieS3N5slqtrFu3jgEDBmA0Guu7OJclucd1Q+5z7ZN7XDfkPtc+uce1T+7xuWVmZhIdHe38ritqjwSElzhHM1FfX1/8/PzquTSXJ6vVipeXF35+fvKBXUvkHtcNuc+1T+5x3ZD7XPvkHtc+ucdVI69E1T4JCIUQQgghLlF2u0pqTgGJ6fkkZuSRkm3BZrNjU7VtdlXFpqrY7So2O9hUFVVVsdnVomVQABTQKQoK2txut2M5ozCknq9PCFH7JCAUQgghhLhIZeZbSUjPIyE9j1Nn80jIyCcxvWiekUdSRj5WW20NKa3HZ/Pf3Ne/RS0dXwhxMZCAUAghhBCiHtjsKslZ+SSk5/HP2TwS0rXlU44AMD2PrPzCSo+jUyDM15PIAE9CfUwYDTr0ioJOAZ1OQa8o6HUKiqKg16Ft0ynoivIA2FVQVbCrWnCZkpXPN38ksXjjEYwGPdP6NK3NWyGEqEcSELoBm82G1Wqt72JcsqxWKwaDgfz8fGw2W30Xp155eHhI189CCFFFOQWFJQK8fE6l5xbNtdq+05n5FNorr90L9DISFWDWJn9PogLMRBYtRwaYCfM1YdTX7Gez1WpFyTjF1/F6nvvuEDpF4c7eTWr0HEKIi4MEhJcxVVVJSkoiPT29votySVNVlYiICE6ePOn2LzbrdDri4uLw8PCo76IIIUS9sttVUrMLKgz2EjLySM+t/MdYg04hoijIa+gI+gLMNAg00yDAk0h/M96m+vm61r+BStNmTVm88QjPrD2IXge395SgUIjLjQSElzFHMBgWFoaXl5fbBzPny263k52djY+Pj1vXjtntdhISEkhMTKRRo0byPAkhLmuqqpKSVcDJs3n8czaXf1zmWtBnsdkrPY6vp4EGAWYalAj0ogK0YK9BgBehvib0uov383Ra78Yoio4XN/zFgjUH0SkKU3o0ru9iCSFqkASElymbzeYMBoODg+u7OJc0u92OxWLB09PTrQNCgNDQUBISEigsLJQusoUQlzRVVUnNtrgEeSdLBH6nzuZRUHjugE+nQISfp0ugV7KmLzLAEz/PS/+z8t5+zbCpKi9vPMyT3/yJoihMvjauvoslhKghEhBeRJ5++mlmz57Nvffey+LFiy/oWI53Br28vGqgZEJoHE1FbTabBIRCiIuaqqqcybE4g71/zuaWCPi00VUN3wAAiuFJREFU9Xxr5QFfpL+ZhoFmGgZ6Fc3NRAd50SDATKS/J4YafnfvYnV/v2bY7SqvbjrCE18fwGTQcevVMfVdLCFEDZCA8CKxY8cO3nzzTdq3b1+jx5VmfaImyfMkhLhYWGxwIi2XlJxCkjLzSMzIJykj36VpZ67l3B2BKUU1fA0DzUQ7Az4vZ9AX4e9Z4521XKoUReGBAc2x2u28+cPf/OfLfXh56Bl5RcP6LpoQ4gJJQHgRyM7O5pZbbuHtt9/mySefrO/iCCGEEPUqp6DQGeA5xtpLzHSs55OUkcfZXAP8+mOlxwr3MxUHeaWCvqgAMx4GCfiqSlEUHh7UknyLjeXbTzDzk98xG/UMbhdZ30UTQlwACQgvAtOmTWPo0KH069dPAkJg8+bNTJgwgePHj1d5nwkTJpCens7q1atrrVzuIjY2lmXLltG7d+/6LooQ4jKjqiqZeYUkZmpBXnGA5wj4tJq+qoy9B+Bp1BHlbybC31Ob/DxdmnZGBZjxNOpr+arci6IozB3ehlyLjU92/sM9H+3mLQ89fVqE1XfRhBDnSQLCevbRRx+xa9cuduzYUaX8BQUFFBQUONczMzMB7Z3BkmMNWq1WVFXFbrdjt1feC9rFxFFeu93OsmXLmDx58jnzHz16FFVVnddb09SiQXrLO/7mzZvp27cvaWlpBAQEVHgMRz6HsLAwrrnmGp599lkaN774emur6Lmx2+2oqorVakWvr7kvWY5nV8bLrF1yn2ufO99jVVXJzNdq9hJLBHpJmfkkZRY4l/MqeW/PwcdkIMLP5Az0ipdNhHgZ+HPXdq4f1K+SYXDsWKt4PuGqsmf5ietbkVtQyDf7krjj/Z38d9wVdI0LqssiXvLc+fOiKuS+1B0JCOvRyZMnuffee1m/fj2enp5V2mfhwoXMnz+/TPqmTZtcOpAxGAxERESQnZ2NxWKpsTLXhdzcXOx2O5mZmQwePJiDBw86t9122220bt2a2bNnO9P8/f2xWq0UFhY6A+SqsFgs1RpPLysrq9yyOradqwdSR74dO3bg4+PD0aNHuf/++xk+fDg//vhjjQZX58tqtWI0GrHb7eTm5pZ7Ly0WC3l5eWzZsoXCwqr9gl8d69evr/FjirLkPte+y/EeF9gg3QJnC5SiOaRbFJe5xV6194y9DSoBHuDvoRJgggAPbT3AAwJMKv4e4KkvBPKBjKICAMmQkww5gJcBNmzYUEtXKxzO9Sz39YYTgTr2nYVJy3YwrbWNWN86LNxl4nL8vKgJju9OovZJQFhN6enpfPHFF2zdupUTJ06Qm5tLaGgonTp1YuDAgXTv3r3Kx9q5cyfJyclcccUVzjSbzcaWLVt49dVXKSgoKBMozJ49mxkzZjjXMzMziY6Opk+fPi7DS+Tn53Py5El8fHyqHGxeLLy8vNDpdPj5+eHn50d4eLjLNn9/f5o1a+ayj9FoxGAw8Pbbb/PCCy9gsVgYM2YML774orM3zMaNGzNp0iQOHz7Ml19+yQ033MD48ePL1PDt2bOHzp07c/ToUWJjYzl+/Dh33XUXv/zyCxaLhdjYWJ555hlat27N8OHDAa2ZJcC4ceNYunRpudfkKENAQADNmzfn7Nmz3HbbbSQnJ9OiRQveeOMNXnjhBU6ePElcXByPPPIIt912GwAPPvggBw8e5H//+x8AL730EjNmzOCbb75h0KBBADRv3pxZs2YxZcoUAN555x1efPFFjh07RmxsLHfffTd33nknAMePH6dJkyasXLmSJUuW8Msvv/D6668zYcIEdDodXl5e+Pn5lbmO/Px8zGYzPXv2rNHnymq1sn79evr37y+9l9Yiuc+171K9xza7SnKWNsj6qfR8EtPzSMx01PRptXvpeVX7tT7Qy0ikvyeRRTV7kf6eLjV94X6mC27Geane50tJVe/xAKuN2z/YzU9/n+G/Rzx5f9KVtI4s+++HKEue43Orzo/84sJIQFhFCQkJzJkzhxUrVhAVFUWXLl3o2LEjZrOZM2fOsGnTJp5//nliYmKYO3cuY8aMqfSYffv25Y8//nBJmzhxIi1btuShhx4qt9bIZDJhMpnKpBuNRpcPE5vNhqIo6HQ6Z82VqqrkWc/d41ptMRv1Ve6h0lHeimrcHNdVOm3z5s1ERUWxadMmjhw5wpgxY+jUqRNTp0515lu0aBFz5sxh3rx5gFZL6zhX6fM60u6++24sFgubN2/G19eXAwcO4OfnR0xMDJ999hk33ngjhw4dws/PD7PZXG65Sx8TwNvbG4DCwkK+/PJL7r//fhYvXky/fv34+uuvmTx5Mo0aNaJPnz707t2b//73v6iqil6vZ8uWLYSEhLBlyxaGDBnCqVOnOHr0KNdddx06nY4VK1Ywb948Xn31VTp16sTu3buZOnUqPj4+jB8/3lmGRx55hEWLFtGpUyeXcRZLlrP0dSiKUuZ5qym1dVzhSu5z7bvY7rEW8JXogfNM0dAL6VpvnAnpeVhtaqXH8TEZtGAvwEyUvzb+XmSJeaS/GbNH3bV4uNju8+WosntsNBp5Z8JVjPvvr/x24iyTlu9i1b+vpmmYVBVWlTzH5ZN7UnckIKyiTp06MX78eHbu3Enr1q3LzZOXl8fq1atZvHgxJ0+eZObMmec8pq+vL23btnVJ8/b2Jjg4uEx6Tciz2mg957saP25VHHh8IF4etfu4BQYG8uqrr6LX62nZsiVDhw5l48aNLgHhddddxwMPPOBcdwSE53Ly5Mn/Z+/O46Ks9j+Af2aGmWFgYNj3VUFwBxcMF0RFLZfylllWJpZ6NbXUX3tdte4tu5WllWXLVdOsbHEpLdNUcMkdERUFcQGUfd9hmHl+fwxMjOACAsM4n/frNS+YM+d55jvH4zDfOec5B2PHjkXPnj0hFosNrvlzcNBdL+Hi4nLTawivl5mZiffffx+enp4ICgrCrFmzEB0djWeeeQYAsHDhQhw+fBjvv/8+hg0bhiFDhqC0tBQnT55E3759sW/fPrzwwgv6RXRiYmLg6emJgIAAAMDixYuxbNkyPPjggwAAf39/JCYm4vPPP8fUqVP1ccyfP19fh4hMV2skfBKxCB52lvCs21TdQ6XbWN1DdXdtsk6tz0pmgdXT+uPxL4/g9LViPP7VEfw0ayC8HbgXMpEpYEJ4mxITEw2mZDZFoVBg8uTJmDx5MvLz89spMqrXvXt3g1FVd3f3RiOw/fr1a/Z5586dizlz5mDfvn2IiorCQw891OL9Ir28vCAIAioqKtC7d2/8/PPPkMlkOHfuHGbOnGlQd9CgQVixYgUAwM7ODr1790ZMTAxkMhlkMhlmzpyJxYsXo6ysDLGxsRg6dCgAoLy8HBcvXsTTTz9tkAzX1tZCpVIZPEdL2oOI2p8gCMgtrUZaQd3m6i1I+CzEIrjbWcLLzqrRRuteDlZwtZGbzSbr1PpsLaVY91QYHvniEJKzy/Dk6qP4cVY4nJSNZzURUcfChPA2OTo6orq6usnpmjeq3xIxMTEtOu52KKQSJL45us3Of6vnbmvXTy0QiUSNVsqsn6ZZr+F02nrXr2o1ffp0DBw4EPv27cOff/6JpUuXYtmyZZg3b16zY9y/fz9sbW3h4uICG5vmTaeJjIxETEwM5HI5hg4dCgcHB3Tt2hUHDhxAbGysfuSzrKwMAPDll19iwIABBue4fhry9e1BRMZTU6vFtaJKpOaXI62gAqn5FUgrqEBa3c9bTfm3EIvgYaf4O8mzt4KnHRM+aj/21jKsf3oAHvz0L1zOK8e0Ncfw3cx7oJTz4yZRR8b/oc2gUqkQHh6OYcOGYdiwYbjnnntMan6zSCRq82mbpsbZ2RmAbgqnvb09AN2iMtfz8vLCrFmz8Mwzz+CVV17Bl19+iXnz5ulXKdVobu/aTH9//yanlnbt2hUHDx40mM558OBBg+nJQ4cOxerVq2FhYaFfSCYyMhLfffcdkpOT9fsGurq6wsPDA5cuXcLjjz9+W3ERUfsoqVIjLb9BsldQjtS6+5nFldDeZJBPLALcVQr4OFjB26HhCJ/up6utJSTi27tWm6ituNpaYv3TYZi46hBOXyvGP9cfx+ro/pBbGH81bSJqGrODZli1ahViYmKwevVqLFmyBAqFAgMHDsTw4cMxbNgw9O/fv0NsH0C3LyAgAN7e3liyZAneeustJCcnY9myZQZ1FixYgIiICISEhKC4uBh79+5F165dAQC+vr4QiUTYtm0bxowZA4VCAaVS2ew4XnjhBUyaNAmhoaGIiorCr7/+ik2bNhksqR4REYHS0lJs27YN77zzDgBdQjhx4kS4u7ujS5cu+rpvvPEGnn32WahUKtx7772orq7G8ePHUVhYaLBKLRG1vmoNcC6zFOlF1bicV4ZLeeW4kleOy3nlKKy4+UqdCqkEPg5W8HG0gm/dTx8HK/g6WsPTTgGZBUf4qOPr5KzE2mn9MfmLwziYko+FG0/ho8mh/MKCqINiQtgM0dHRiI6OBgBcunQJMTExiI2NxapVq/D666/D2toaQ4YMwfbt240bKN02qVSK7777DrNnz0avXr3Qv39//Oc//8HDDz+sr6PRaPDCCy8gIyMDtra2uPfee/Hhhx8CADw9PfHGG2/g5ZdfxrRp0/Dkk09i7dq1zY5jwoQJWLFiBd5//30899xz8Pf3x5o1a/SjfoBu0ZyePXsiOzsbwcHBAHRJolar1V8/WG/69OmwsrLCe++9hxdeeAHW1tbo2bMn5s+f3+zYiKgxQRCQVVKFC9lluJBThou5ZbicW45LeWXILrEAjh664bFOSpku6XOwgo+jNXwdrODrqEv+nJXy216Rmagj6+Vlh8+n9MO0tUex/XQmHKxlePOB7uzfRB2QSGh48RS1yOXLl/G///0PH3/8McrKym57+mBrKCkpgUqlQl5eXqN9CC9fvgx/f3+T24cwJiYG0dHRuHLlirFDAQBotVqUlJTA1tb2ppvP3y38/Pywdu1ag2S0Xlv1K7Vajd9++w1jxowxqWnYpobt3HyCICCzuArJ2aVIySlDcnYpLuSUISW7DKXVtTc8zt5KCn8na/g5WaOTkzX8nZTwc9KN9PF6qjvHvtz2WquNtyVkYN53JyEIwIKoLnguKvDWB5kJ9uObq/+MW1xc3OTeyNR6+FepBdLS0rB3717ExMQgJiYGeXl5uOeee/D88883GqkhIqKOT6sVkFFcWTfiV4oL2WVIzilDSnYpymua/pJPIhbBz9EKgS42CHBRopOzNbzs5EiJ+wsPPzCKH/CIAIzr5YHC8hr8a+tZfPhnMhyVMjxxj6+xwyKiBpgQNsNTTz2FmJgYFBQUYNCgQRgyZAhmzpyJ/v37w8KCTUlE1NFptQKuFVXiQk4pkrPL9AlgSk4ZKm6Q+FmIRfB3skagqxKBLjb6n/5O1o2u6VOr1cg83eRpiMzWlHA/5JbV4KPdF/CvrWfgYC3DmJ7uxg6LiOowi2mGtWvXwsfHB6+99hpGjBiB0NBQzoVvA35+frzWzYjmz58PPz8/Y4dBdEcEQUB2STXOZ5UgObsU57N0o34pOWU33L5BKhGhk5MSAa5KBLoo0cXVBoEuSvg6Nk78iKh5FkQFIq+sGt8eScP87+Nhp5BiYICTscMiIjAhbJZz587pp4ouW7YM1dXVGDx4MIYOHYrIyEj06dPHLK4xa2tMCI2LbU+mpqRKjeQsXdKXVH/LLkVxZdMresokYnRytkZgXcLXxVWJABcb+DpaQcp9+ojahEgkwr8f6IHC8hr8fiYLM9Ydx8Z/hqOHp8rYoRGZPSaEzRAUFISgoCDMmjULAJCYmIjY2Fjs3bsX77//PqqqqjB48GBs27bNyJESEd19qms1uJhTjqTsEiRllSEpqwRJWaXIKK5qsr6kbqpnkKsNgtxs0MXVBl1clfBxsOIG7URGIBGLsPzREBStPoZDl/IxdfVR/DR7IPydrI0dGpFZY0J4B7p16wZHR0fY29vD3t4e33//PX7//Xdjh2WAi8hSa2J/ovag1Qq4WliJ83UJ3/nsUiRnleJSXjk0N9i53V1liSA3XeJXnwB2dlbCUsq9YYk6ErmFBF882RePfnEYZzNKMOV/R7Bp9kC42JrWiuhEdxMmhM2Uk5ODmJgY/dTR5ORkyGQyhIWFYcGCBRg2bJixQwQA/ep2FRUVUCgURo6G7hY1NTUAAImEH7KpdeSVVf89zbMu+buQXXrDBV5sLC0QXJ/4udki2M0GXVxsoLLiip5EpsLGUoq108IwcdVfSM2vwJOrj2LjP8OhUvD/MZExMCFshq5duyI5ORkWFhbo378/Jk6ciMjISAwaNKjD7fUnkUhgZ2eHnJwcAICVlRUXwGkhrVaLmpoaVFVVmfU1olqtFrm5ubCysuKqutRsao0WKTllOJdZUncrxfmsEuSV1TRZX2YhRoCzUp/8dXGzQbCbDdxsLfleRnQXcLaRY/1TA/DQqr9wPqsU/1x/HF8/FQa5Bb9wJGpv/FTXDBMmTMCwYcMwePBgWFlZGTucW3JzcwMAfVJILSMIAiorK6FQKMz+g6hYLIaPj4/ZtwPdXGF5Dc5lliCx7nYusxQpOaVQaxpP9xSJAF8HK3RxtalL/mwR5GYDP0de50d0t/NxtMLX08Iw6fNDOHypAC/9lIAPHwnh3xiidsaEsBmWLl1q7BCaRSQSwd3dHS4uLlCrm15tj25NrVZj3759iIiIMPuNpmUymVmPkpIhjVbA5bzyBqN+uuQvq6TpRV5s5Bbo6m6Lru426Opui2B3W3RxVcJKxj9FROaqm4ctPn28D55aewxb4jPgZW+F50cHGTssIrPCv8K36Z133sFzzz13W9fjHTlyBHl5eRg7dmw7RHZrEomE13zdAYlEgtraWlhaWpp9Qkjmq6RKjfOZpQbJX1J2KarU2ibr+zhYoau7Dbq5q/QJoJc9R9mJqLGILs54+8GeePGnBHyyNwWe9gpMDvMxdlhEZoMJ4W1KTEyEj48PHn74YYwfPx79+vWDs7MzAKC2thaJiYk4cOAAvvnmG2RkZGDdunVGjpiIqGVySqpwJqMYZ66V4GxGMRIzS5BeUNlkXYVUgiA3XcLXrS7xC3KzgY0lvzwhots3qZ83rhZW4qPdF/D6ljNwU1liWJCLscMiMgtMCG/TunXrcOrUKXzyySd47LHHUFJSAolEArlcjoqKCgBAaGgopk+fjujo6A63yAwR0fUEQbe9w5lrxTiTUYyzGSU4c60EeWXVTdZ3V1mim7tt3bRP3dRPX0drSMQc9SOiO7cgKhBXCyuwKe4a5m6I48b1RO2ECWEz9O7dG19++SU+//xzJCQkIDU1FZWVlXByckJISAicnJyMHSIRUZM0WgEpOWU4nitCwo4kJGaW4WxGMUqqahvVFYuAABclunuo0N3DFt08bNHN3RZ2VjIjRE5E5kIkEuGdB3shu6QKB1Py8dTaY9g8ZxA87bh9FlFbYkLYAmKxGCEhIQgJCTF2KEREjQiCgNT8CsSnFyE+vQgJV4twLrMUlWoNAAmQkqqvK5OIEeRmg+4etujuqUsAu7rZQiHjdcdE1P5kFmJ89kRfPPzZISRll2LamqP4cdZA7lFI1IaYEBIRmbjC8hrEXy3CqboE8FR6EQorGq8sbCWTwFVei8HdfNDT2x7dPWwR6GIDmQVXjiWijsPWUoo10/rjH58eRHJ2GWatP4GvnwrjexVRG2FCSERkQqprNTiXWYr4tEL9COCV/IpG9WQWYnT3sEWItx1CvO3Q3UMFL5UMf+z4HWPGdOWKuUTUoXnYKbA6uj8mrTqEQ5fy8fLPCVg2qTdXKiZqA0wIiYg6qPqpn6euFuFkmi75S8woQY2m8VYPnZysdcmfjy4BDHazbfRtOvcjJSJT0t1DhU+f6Iun1h7DppPX4GWvwMJR3KOQqLUxISQi6iCKKmr0o343m/ppbyWtG/mzR4iPHXp7qbjgCxHdlYZ2ccbb/+iBl34+jY/26PYofKQ/9ygkak1MCJtJrVZDoVAgPj4ePXr0MHY4RGSiamq1OJdZYpAAXs4rb1RPJhGjW93Uz9C60T8fBytOmyIis/FIfx9cK6zER3tS8OrmM3BTKTC0i7OxwyK6azAhbCapVAofHx9oNBpjh0JEJkIQBFwrqtRP+zyZVogzGSWoqW089dO/fupn3a2re+Opn0RE5mbByC64WliJTSev4ZlvTuCHWeHo7sE9ColaAxPCFnjttdfw6quvYv369XBwcDB2OETUwVTU1CLhajFOpumSv5PpRcgtbbzZu72VFL0bJH8h3nac+klE1ASRSIR3HuqFzOIqHLpUt0fhM4PgwT0Kie4YE8IW+OSTT5CSkgIPDw/4+vrC2tra4PG4uDgjRUZE7U2rFXApr1yf+MWnFeF8Vgm0gmE9C7EI3TxsEepth1Afe4R428HXkVM/iYhul8xCjFVT+uLhVX8hObsM09Ycw4+zw2FryVWTie4EE8IWmDBhgrFDICIjqV/45WRaUV0CWIiSqtpG9dxVlgj1sUOotz1CfezQw1MFSyk3eyciuhMqhRRrpoXhHysPIim7FHM2xGFNdH9YSDi1nqilmBC2wOLFi40dAhG1g1qNFuezSnGy7rq/+PQiXMptvPCLpVSMXp66RV90C7/Yw01laYSIiYjufp51exQ+vOoQ9l/Iw5Jfz+LfD/TgjAuiFmJC2EJFRUX46aefcPHiRbzwwgtwcHBAXFwcXF1d4enpeVvnWLp0KTZt2oTz589DoVBg4MCB+O9//4ugIO6xQ2QM2SVVdSN/hTiZVoTTV4tRqW68gJS/k3Xd1E/d9M8gNxtI+e00EVG76eGpwvJHQzDrmxP45nAaOjkp8dRgf2OHRWSSmBC2QEJCAqKioqBSqXDlyhXMmDEDDg4O2LRpE9LS0rBu3brbOk9sbCzmzJmD/v37o7a2Fq+++ipGjRqFxMTERtclElHrqlJrcDajfuEX3QhgRnFVo3o2lhZ1Wz7opn6GeNnB3poLvxARGdvo7m545b5gvP3befxneyJ8Ha0woqurscMiMjlMCFtg4cKFiI6OxrvvvgsbGxt9+ZgxY/DYY4/d9nl27NhhcH/t2rVwcXHBiRMnEBER0WrxEpk7QRCQXlCpH/k7mVaIxMwSqDWGK7+IRUAXVxt98tfHxw6dnJQQizkNiYioI5oxpBMu55Xju6PpmPfdSfw0ayC6edgaOywik8KEsAWOHTuGzz//vFG5p6cnsrKyWnze4uJiAOBWFkR3qLRKXbftQ6F+8ZeC8ppG9ZyUMn3yF+ptj15eKljL+bZIRGQqRCIR3nygB9IKKnAwJR9Pf30MW+cMgostr+Mmul385NMCcrkcJSUljcqTk5Ph7OzconNqtVrMnz8fgwYNQo8ePW5Yr7q6GtXVf+9nVh+HWq2GWq1u0XPTzdW3K9u37dxJG2u0Ai7mluHU1WLEp+tuF3LLIFy37YNUIkI3d1uEeKsQ4qVCiLcdPO0sr1uEQLir/53Zl9se27h9sJ3bnqm18YpJvTDpi6O4lFeOp78+hg1P9YdC1rFXdja1Nm5vbJf2IxKE6z820a1Mnz4d+fn5+OGHH+Dg4ICEhARIJBJMmDABERERWL58ebPPOXv2bPz+++84cOAAvLy8blhvyZIleOONNxqVf/vtt7Cysmr28xKZmjI1cKVMhNRSEa6UAallIlRrGk/pdJAL8FMK8LXR/fSyBiy47gsR0V0rrwr44LQE5bUi9HLQYloXLTjj33RVVFTgscceQ3FxMWxtOQ24LTEhbIHi4mJMnDgRx48fR2lpKTw8PJCVlYXw8HD89ttvzV4QZu7cudi6dSv27dsHf/+br5DV1Aiht7c3MjMz4ejo2KLXQzenVquxa9cujBw5ElIpN79tCzdq45pa3bYP+tG/q0VIK6hsdLyVTIKenrYI8bJDiLcKvb1UcLaRt+dLMAnsy22Pbdw+2M5tz1Tb+ERqIaasOQ61RsDMIX54YVQXY4d0Q6baxu2lpKQETk5OTAjbAaeMtoBKpcKuXbtw4MABJCQkoKysDH369EFUVFSzziMIAubNm4fNmzcjJibmlskgoJuuKpc3/qArlUr5ZtLG2MZtr0ojwtH0Qhy/UohjVwoQn16E6lpto3oBLsq6bR901/8Fuii5KXEzsC+3PbZx+2A7tz1Ta+N7Alzw3sTemL8xHl/sv4IAF1tM6u9t7LBuytTauL2wTdoPE8IWqKqqgqWlJQYPHozBgwe3+Dxz5szBt99+i61bt8LGxka/II1KpYJCoWitcIk6rOySKhy7UoAjl/KxJ0GCBYf3QHvdnAWVQqpf9CXUxw69ve2gUvCPBBERNW1CqCcu5ZXjo90X8Orm0/ByUGBgZydjh0XUYTEhbAE7OzuEhYVh6NChGDZsGMLDw1uUwH322WcAgMjISIPyNWvWIDo6uhUiJeo4BEHAxdxyHL9SgKNXCnD8SiHSCioa1NBd6OHjYIV+fvYI83NAPz8HdHa2vm7hFyIioptbEBWIK3nl+OVUBmatP4HNcwahs7PS2GERdUhMCFvgzz//xL59+xATE4MPP/wQtbW16NevH4YOHYrIyEiMHDnyts7DyzfpbqbWaHE2o0SXAF4uwPHUwkZbP4hEQFc3W/T1tYMk/zKmTxgGL0ebG5yRiIjo9ohEIrw7sReuFlYgLq0IT609hs3PDIKDtczYoRF1OEwIW6B+quirr76K2tpa/b6E7777Lt555x1oNBpjh0jU7sqra3Eyrahu9K8AJ9OKUKk2/L8gsxAjxNuubvTPHn187WFrKYVarcZvv12CK/eNIiKiVmIpleCLJ/thwsqDSM2vwKz1J7B+ehjkFh17Owqi9saEsIWSk5MRExOjv1VXV2PcuHGNpn8S3a1ySqtw4kohjl0pxPHUApzNKIHmugsAVQop+vnao7+/A/r72aOHp4p/iImIqN04KeVYE90fD376F45eKcCLPyXgvYm9IeM+RER6TAhbwNPTE5WVlYiMjERkZCReeukl9OrVi9c50V1LW7f5+/FU3eqfJ1ILkZpf0aiep50C/fzs0d/PAf39HBDoooSYm0AREZERBbra4NMn+iB6zTFsjc/A1cJKrHysD9xUnJVCBDAhbBFnZ2ecP38eWVlZyMrKQnZ2NiorK7kxPN01qtQanL5WjONXCnH8SgFOpBWiqEJtUEckAoJcbdDX1x5h/roFYDztuDouERF1PEMCnfHFlL6YvzEeJ1ILcd+KfVg4KgiT+3tz2yIye0wIWyA+Ph5FRUXYt28fYmNj8eqrryIxMREhISEYNmwY3nrrLWOHSNQsBeU1OJGqm/p5/EohTl8tRo3GcP8/S6kYvb3s0N/PAX397NHHx57bPxARkckY0dUV2+YNxuxv4pCYWYJ/bTmDbw6lYtH4bhgUwG0pyHwxIWwhOzs73H///Rg0aBAGDhyIrVu34rvvvsORI0eYEFKHJggCUvMr9FM/j10pwMXc8kb1nJQy9PPVLf7Sz88B3dxtec0FERGZNF9Ha/wydxA2HEnDh38mIym7FI9/dQQju7nitTFd4edkbewQidodE8IW2LRpk34xmcTERDg4OGDw4MFYtmwZhg4dauzwiAw03P7heN0CMHllNY3qBbgo0c/XHn19ddcA+jpa8bpYIiK661hIxJg60A8PhHhg+Z8XsP5wKnYlZiMmKQdPDfLHnOEBsLXkDBgyH0wIW2DWrFmIiIjAzJkzMXToUPTs2dPYIRHpFVeqEZdWiBN1yV98ehGq1IbTP2USMXp5qdDXzx79fR3Q19ce9tybiYiIzIidlQxL7u+Oxwf44N/bz2Ffci4+33cJP8ddxf+NCsKkft6QcGE0MgNMCFsgJyfH2CEQAdCt/pmSW4aTaYU4mVaEk2lFSM4phWC4+wPsrKR1o39/b/9gKeX2D0RERIGuNvh6Wn/sTcrBf7adw6W8cryy6TTW111feE8nR2OHSNSmmBC2kEajwZYtW3Du3DkAQLdu3fDAAw9AIuGHbGo7BeU1iE//O/k7lV6E0uraRvX8HK30yV8/P3t0cuL2D0RERDciEokwPNgVgwOcsf5wKpb/mYzEzBI8+sVh3NfDDa+O6QpvB64mT3cnJoQtkJKSgjFjxuDatWsICgoCACxduhTe3t7Yvn07OnfubOQI6W6g1mhxPrMUJ/UJYCGuNLH3n5VMgl5eKoT62CPU2w6hPvZwtpEbIWIiIiLTJrMQ4+nB/vhHqCc+2JWEb4+k4fczWdh9PgfTB/vjmWEBUMr58ZnuLuzRLfDss8+ic+fOOHz4MBwcHAAA+fn5eOKJJ/Dss89i+/btRo6QTFFWcZVu6me6LvlLuFqM6lpto3qdna11yZ+PHUK97dHFVck9lIiIiFqRg7UM/5nQE0/c44t/b0vEwZR8fBpzET+euIoXRgfhH6GekPJvL90lmBC2QGxsrEEyCACOjo545513MGjQICNGRqaiSq3B2YxixKUW6UcAM4urGtWztbT4O/nzsUeIlx1UVlz5jIiIqD0Eu9nim6cHYFdiNt767RxS8yvw4k8JeHdHEib29cK4Xu4IdrPhF7Nk0pgQtoBcLkdpaWmj8rKyMshkXKmRDAmCgPSCSoOpn4mZJVBrDFd+EYt0f3jqk79QHzv4O1rz2j8iIiIjEolEGNXdDUODnLH24BV8uf8S8sqqsSr2IlbFXoSVTIIQbzv08bFHH1/d7B2u3E2mhAlhC4wbNw4zZ87E//73P4SFhQEAjhw5glmzZuH+++83cnRkbGXVtUhIL9JP/TyZVoT88sb7/jkp5ejTIPnr6amCNa9LICIi6pDkFhL8c2hnTBvkjz3ns/HTias4cqkApdW1+OtiPv66mK+v28nZGn197NGnbn/fAGcu7kYdFz99tsBHH32EqVOnIjw8HFKpbvpebW0t7r//fqxYscLI0VF70moFXMwt04381Y0AJmU33vZBJhGju6ctQr3rp3/awdNOwY3fiYiITIzMQox7e7jj3h7u0GgFpOSU4URqIeLSChGXWohLeeW4lKu7/XjiKgDAxtICId526Otrjz4+9gjxsYOCC9NTB8GEsAXs7OywdetWpKSk6Led6Nq1KwICAowcGbW1wvIaxNeP/KUXIT6t6W0fPO0UBlM/u3vYQm7Bd34iIqK7iUQsQpCbDYLcbPDYAB8Aui2iTqbVJ4hFiE8vQmlVLfZfyMP+C3kAAJEICHRWwhFiVMZdQ/9OTujkZM0viskomBA2g1arxXvvvYdffvkFNTU1GDFiBBYvXgyFQmHs0KgNqDVaJGWV4vjlPGy/IMaHyw80ue2DQtpg2wcfO4R628HF1tIIERMREZGxOVjLMKKrK0Z0dQUA1Gq0OJ9Vqh9BPJFWiPSCSiTnlAEQ49DmswAAeyspQn10U0xDfezQ28uOl5JQu2Ava4a33noLS5YsQVRUFBQKBVasWIGcnBysXr3a2KFRK8guqdJf83cyrQgJ14pQpa7f9kEMQJcMdnK2Npj6GeTK1cWIiIioaRYSMXp4qtDDU4Unw/0AADmlVTh2KQ8/x55EidQBCddKUFihxp7zOdhzPgeAbvQx2M0GfeqSxD4+9vB24OUm1PqYEDbDunXr8Omnn+Kf//wnAODPP//E2LFj8dVXX0EsZkJgSuq3fahP/k6mFSKjiW0fbCwtEOKlgnVVLh4e3g99/RxhZ8WVw4iIiKjlXGwsMaqbK2qvaDFmTBgEkQSJmSX6axFPpuo+l5zNKMHZjBKsP5wK4O8F6eoXq+npqYKllJek0J1hQtgMaWlpGDNmjP5+VFQURCIRMjIy4OXlZcTI6Gaas+1DUP22D9666/86OVlDo6nFb7/9hohAJ/0iQkREREStRWYhRoi3HUK87fA0/AEAmcWViEst0ieJZzOKkVdWjZ2J2diZmA0AkEpE6OahQh+fvxes8bDjpUzUPEwIm6G2thaWlobXhkmlUqjVaiNFRNcTBAFZJVU4c60Ep68V4/TVIpy6WoyCJrd9kCGkwdTPXl52UDYxV1+jaY/IiYiIiP7mrlJgbC8FxvZyB6Cb3XTmWjHi0gpxIrUQJ1KLkFdWjVPpRTiVXoQ1B68AANxsLfXXIfb1tUd3DxVkFpzJRjfGhLAZBEFAdHQ05HK5vqyqqgqzZs2CtbW1vmzTpk3GCM/sCIKAq4WVOJtRjNPXinHmWkndt2eNk7/6b9B0I3+6zWO97DkPn4iIiEyDpVSCfn4O6OfnAODvz0H1CWJcWiHOZZYiq6QK209nYvvpTAC60ceenqq6EUTdZyAufkcNMSFshqlTpzYqe+KJJ4wQifkRBAGp+RU4U5f8nb1WgjMZxSiqaDw6KxGLEOiiRA9PFXp6qtDb2w7BbjacY09ERER3DZFIBG8HK3g7WOGBEE8AQEVNLU6lF+tXNI1LK0RhhbpuRLFQf6yXvUI/xbSPjz2C3W0g5QJ5ZosJYTOsWbPG2CGYBa1WwKW8ct3I39VinMkoxtmMEpRWNd7vTyrR7f/Tw0OlX8GLyR8RERGZIyuZBcI7OyK8syMA3Rfql/PKEZemuxbxZFohkrJLcbWwElcLK7E1PgPA31to6ZNEX3s4WHMRPXPBhJCMqlajxcXccpy5pkv8zlwrRmJGCcprGl+4J7MQo6u7LXp42OpH/wJdldzwnYiIiKgJIpEInZyV6OSsxMS+ugUQS6rUOJVepFuwJk2XJJZW1eLI5QIcuVygP9bfyVp/HWIfH3t0cbWBRMxLbe5GTAip3VTU1CI5uwznMktwLlO36Mu5zJIGe/39zVIqRjd3W/T0VKF7XfIX4KLkdAYiIiKiO2BrKcWQQGcMCXQGoJuZlZJbpp9ieiK1EBdzy3E5T3fbFHcNAKCUWyDEW7flRR8f3WrsKgVXX78bMCGkVicIAq4VVeJcZinOZ5bgXFYJzmeW4nJ+OQShcX1rmQTd9VM+dUlgJ2clv4UiIiIiamNisQhdXG3QxdUGj4b5AACKKmpwMq1Idy1iWiHi04pQVl2LAyl5OJCSpz820EWJPj66PRH7+Nqhk5MSYn5+MzlMCKnZBEFAYYUa1worca2oAlcLK3GtqLLufiXS8itQWt34ej9At6FqV3cbdHW3Rfe6qZ/+jtZ88yAiIiLqIOysZBgW7IJhwS4AAI1WQFJWqW6KaWohTqQVIjW/AhdyynAhpwwbj6cDAFQKqX41976+9ujt3fSWXtSx8F+oA1i5ciXee+89ZGVloXfv3vj4448RFhZm7LD0iivVOHq5AIcv5eNEaiFScspQdoOEr55UIkKAiw26uumSv2B3GwS72cLZRn7T44iIiIioY5GIRejmYYtuHraYco8vACCvrLpumqluJPFUehGKK9WIScpFTFIuAEAsAoLcbNGnwbWIvo5W3Parg2FCaGQbN27EwoULsWrVKgwYMADLly/H6NGjkZSUBBcXF6PEVFypxrG6BPDI5QKczSiGtompns42cnjaKeBpr4BX3U9POwW8Hazg72TN6/2IiIiI7lJOSjlGdXfDqO5uAAC1RotzmSV1eyIWIS61sO4SIt3aERuOpAEAHK1lCPXRTTHt62OPXl52UMi4QKAxMSE0sg8++AAzZszAtGnTAACrVq3C9u3bsXr1arz88svtEkNRRY1uZalLBThyOR+JmSWNrvXzd7LGPZ0ccU8nB3R1t4WPgxW3diAiIiIiAIBUIkYvLzv08rLDtEG6suySKsTV7YEYl1aIM9dKkF9egz/PZePPc9kAAAuxCF3dbdHX116/qqmnncKIr8T8MCE0opqaGpw4cQKvvPKKvkwsFiMqKgqHDh1q1rk++PMCrJTZt6xXXatFYYUaheU1yC+vQWF5DbJLqxolgJ2crDGgkwMG+Dvink6OcFNZNiseIiIiIjJvrraWuK+nO+7r6Q4AqK7V4My1EoMVTXNKq3H6WjFOXyvG2r90xynlFnC1bLwKPbUNJoRGlJeXB41GA1dXV4NyV1dXnD9/vsljqqurUV1drb9fUlICAFh/OB1iuVWLY+nkZI0B/vYI87NHmL8DXK671k+tVrf43Kau/rWbcxu0NbZx+2A7tz22cftgO7c9tnHbM8c2FgPo5aFELw8losO9IQgCMoqrdCuaphcjPr0I5zJLUVZdi5KSCmOHazZEgtDURgDUHjIyMuDp6Ym//voL4eHh+vIXX3wRsbGxOHLkSKNjlixZgjfeeKNR+eP//R4yS8OEsKnLdSUiwFoqQGkBWEsBpYUAOzlgw21kiIiIiMjIajRAYQ2QUVSJN2ZPRnFxMWxtbY0d1l2NCaER1dTUwMrKCj/99BMmTJigL586dSqKioqwdevWRsc0NULo7e2NzMxMODo6tkfYZketVmPXrl0YOXIkpFJmzm2Bbdw+2M5tj23cPtjObY9t3PbYxjdXUlICJycnJoTtgFNGjUgmk6Fv377YvXu3PiHUarXYvXs35s6d2+QxcrkccnnjrRukUinfTNoY27jtsY3bB9u57bGN2wfbue2xjdse27hpbJP2w4TQyBYuXIipU6eiX79+CAsLw/Lly1FeXq5fdfRW6gd4S0tL+R+njajValRUVKCkpIRt3EbYxu2D7dz22Mbtg+3c9tjGbY9tfHP162RwMmPbY0JoZI888ghyc3OxaNEiZGVlISQkBDt27Gi00MyN5OfnAwD8/f3bMkwiIiIionZXWloKlUpl7DDuaryG0MQVFRXB3t4eaWlp/M/SRuqv00xPT+cc9jbCNm4fbOe2xzZuH2zntsc2bnts45sTBAGlpaXw8PCAWCw2djh3NY4Qmrj6/yAqlYpvJm3M1taWbdzG2Mbtg+3c9tjG7YPt3PbYxm2PbXxjHOxoH0y3iYiIiIiIzBQTQiIiIiIiIjPFhNDEyeVyLF68uMmtKKh1sI3bHtu4fbCd2x7buH2wndse27jtsY2po+CiMkRERERERGaKI4RERERERERmigkhERERERGRmWJCSEREREREZKaYEBIREREREZkpJoQd3MqVK+Hn5wdLS0sMGDAAR48evWn9H3/8EcHBwbC0tETPnj3x22+/tVOkpq057bx27VqIRCKDm6WlZTtGa3r27duH8ePHw8PDAyKRCFu2bLnlMTExMejTpw/kcjkCAgKwdu3aNo/TlDW3jWNiYhr1Y5FIhKysrPYJ2AQtXboU/fv3h42NDVxcXDBhwgQkJSXd8ji+LzdPS9qZ78vN89lnn6FXr176DdHDw8Px+++/3/QY9uPma247sx+TsTAh7MA2btyIhQsXYvHixYiLi0Pv3r0xevRo5OTkNFn/r7/+wuTJk/H000/j5MmTmDBhAiZMmIAzZ860c+SmpbntDAC2trbIzMzU31JTU9sxYtNTXl6O3r17Y+XKlbdV//Llyxg7diyGDRuG+Ph4zJ8/H9OnT8cff/zRxpGarua2cb2kpCSDvuzi4tJGEZq+2NhYzJkzB4cPH8auXbugVqsxatQolJeX3/AYvi83X0vaGeD7cnN4eXnhnXfewYkTJ3D8+HEMHz4cDzzwAM6ePdtkffbjlmluOwPsx2QkAnVYYWFhwpw5c/T3NRqN4OHhISxdurTJ+pMmTRLGjh1rUDZgwADhn//8Z5vGaeqa285r1qwRVCpVO0V39wEgbN68+aZ1XnzxRaF79+4GZY888ogwevToNozs7nE7bbx3714BgFBYWNguMd2NcnJyBABCbGzsDevwffnO3U478335ztnb2wtfffVVk4+xH7eem7Uz+zEZC0cIO6iamhqcOHECUVFR+jKxWIyoqCgcOnSoyWMOHTpkUB8ARo8efcP61LJ2BoCysjL4+vrC29v7lt/2UfOxL7efkJAQuLu7Y+TIkTh48KCxwzEpxcXFAAAHB4cb1mFfvnO3084A35dbSqPR4Pvvv0d5eTnCw8ObrMN+fOdup50B9mMyDiaEHVReXh40Gg1cXV0Nyl1dXW94jU9WVlaz6lPL2jkoKAirV6/G1q1b8c0330Cr1WLgwIG4evVqe4RsFm7Ul0tKSlBZWWmkqO4u7u7uWLVqFX7++Wf8/PPP8Pb2RmRkJOLi4owdmknQarWYP38+Bg0ahB49etywHt+X78zttjPfl5vv9OnTUCqVkMvlmDVrFjZv3oxu3bo1WZf9uOWa087sx2QsFsYOgMjUhIeHG3y7N3DgQHTt2hWff/45/v3vfxsxMqLbFxQUhKCgIP39gQMH4uLFi/jwww+xfv16I0ZmGubMmYMzZ87gwIEDxg7lrna77cz35eYLCgpCfHw8iouL8dNPP2Hq1KmIjY29YbJCLdOcdmY/JmNhQthBOTk5QSKRIDs726A8Ozsbbm5uTR7j5ubWrPrUsna+nlQqRWhoKFJSUtoiRLN0o75sa2sLhUJhpKjufmFhYUxwbsPcuXOxbds27Nu3D15eXjety/fllmtOO1+P78u3JpPJEBAQAADo27cvjh07hhUrVuDzzz9vVJf9uOWa087XYz+m9sIpox2UTCZD3759sXv3bn2ZVqvF7t27bzj3PDw83KA+AOzateumc9XNXUva+XoajQanT5+Gu7t7W4VpdtiXjSM+Pp79+CYEQcDcuXOxefNm7NmzB/7+/rc8hn25+VrSztfj+3LzabVaVFdXN/kY+3HruVk7X4/9mNqNsVe1oRv7/vvvBblcLqxdu1ZITEwUZs6cKdjZ2QlZWVmCIAjClClThJdffllf/+DBg4KFhYXw/vvvC+fOnRMWL14sSKVS4fTp08Z6CSahue38xhtvCH/88Ydw8eJF4cSJE8Kjjz4qWFpaCmfPnjXWS+jwSktLhZMnTwonT54UAAgffPCBcPLkSSE1NVUQBEF4+eWXhSlTpujrX7p0SbCyshJeeOEF4dy5c8LKlSsFiUQi7Nixw1gvocNrbht/+OGHwpYtW4QLFy4Ip0+fFp577jlBLBYLf/75p7FeQoc3e/ZsQaVSCTExMUJmZqb+VlFRoa/D9+U715J25vty87z88stCbGyscPnyZSEhIUF4+eWXBZFIJOzcuVMQBPbj1tLcdmY/JmNhQtjBffzxx4KPj48gk8mEsLAw4fDhw/rHhg4dKkydOtWg/g8//CB06dJFkMlkQvfu3YXt27e3c8SmqTntPH/+fH1dV1dXYcyYMUJcXJwRojYd9VscXH+rb9epU6cKQ4cObXRMSEiIIJPJhE6dOglr1qxp97hNSXPb+L///a/QuXNnwdLSUnBwcBAiIyOFPXv2GCd4E9FU+wIw6Jt8X75zLWlnvi83z1NPPSX4+voKMplMcHZ2FkaMGKFPUgSB/bi1NLed2Y/JWESCIAjtNx5JREREREREHQWvISQiIiIiIjJTTAiJiIiIiIjMFBNCIiIiIiIiM8WEkIiIiIiIyEwxISQiIiIiIjJTTAiJiIiIiIjMFBNCIiIiIiIiM8WEkIiIiIiIyEwxISQiortadHQ0JkyYYLTnnzJlCt5+++3bqvvoo49i2bJlbRwRERHR30SCIAjGDoKIiKglRCLRTR9fvHgxFixYAEEQYGdn1z5BNXDq1CkMHz4cqampUCqVt6x/5swZRERE4PLly1CpVO0QIRERmTsmhEREZLKysrL0v2/cuBGLFi1CUlKSvkypVN5WItZWpk+fDgsLC6xateq2j+nfvz+io6MxZ86cNoyMiIhIh1NGiYjIZLm5uelvKpUKIpHIoEypVDaaMhoZGYl58+Zh/vz5sLe3h6urK7788kuUl5dj2rRpsLGxQUBAAH7//XeD5zpz5gzuu+8+KJVKuLq6YsqUKcjLy7thbBqNBj/99BPGjx9vUP7pp58iMDAQlpaWcHV1xcSJEw0eHz9+PL7//vs7bxwiIqLbwISQiIjMztdffw0nJyccPXoU8+bNw+zZs/Hwww9j4MCBiIuLw6hRozBlyhRUVFQAAIqKijB8+HCEhobi+PHj2LFjB7KzszFp0qQbPkdCQgKKi4vRr18/fdnx48fx7LPP4s0330RSUhJ27NiBiIgIg+PCwsJw9OhRVFdXt82LJyIiaoAJIRERmZ3evXvj9ddfR2BgIF555RVYWlrCyckJM2bMQGBgIBYtWoT8/HwkJCQAAD755BOEhobi7bffRnBwMEJDQ7F69Wrs3bsXycnJTT5HamoqJBIJXFxc9GVpaWmwtrbGuHHj4Ovri9DQUDz77LMGx3l4eKCmpsZgOiwREVFbYUJIRERmp1evXvrfJRIJHB0d0bNnT32Zq6srACAnJweAbnGYvXv36q9JVCqVCA4OBgBcvHixyeeorKyEXC43WPhm5MiR8PX1RadOnTBlyhRs2LBBPwpZT6FQAECjciIiorbAhJCIiMyOVCo1uC8SiQzK6pM4rVYLACgrK8P48eMRHx9vcLtw4UKjKZ/1nJycUFFRgZqaGn2ZjY0N4uLi8N1338Hd3R2LFi1C7969UVRUpK9TUFAAAHB2dm6V10pERHQzTAiJiIhuoU+fPjh79iz8/PwQEBBgcLO2tm7ymJCQEABAYmKiQbmFhQWioqLw7rvvIiEhAVeuXMGePXv0j585cwZeXl5wcnJqs9dDRERUjwkhERHRLcyZMwcFBQWYPHkyjh07hosXL+KPP/7AtGnToNFomjzG2dkZffr0wYEDB/Rl27Ztw0cffYT4+HikpqZi3bp10Gq1CAoK0tfZv38/Ro0a1eaviYiICGBCSEREdEseHh44ePAgNBoNRo0ahZ49e2L+/Pmws7ODWHzjP6XTp0/Hhg0b9Pft7OywadMmDB8+HF27dsWqVavw3XffoXv37gCAqqoqbNmyBTNmzGjz10RERARwY3oiIqI2U1lZiaCgIGzcuBHh4eG3rP/ZZ59h8+bN2LlzZztER0RExBFCIiKiNqNQKLBu3bqbbmDfkFQqxccff9zGUREREf2NI4RERERERERmiiOEREREREREZooJIRERERERkZliQkhERERERGSmmBASERERERGZKSaEREREREREZooJIRERERERkZliQkhERERERGSmmBASERERERGZKSaEREREREREZooJIRERERERkZliQkhERERERGSmmBASERERERGZKSaEREREREREZooJIRERERERkZliQkhERERERGSmmBASERERERGZKSaEREREREREZooJIRERERERkZliQkhERERERGSmmBASERERERGZKSaEREREREREZooJIRERERERkZliQkhERERERGSmmBASERERERGZKSaEREREREREZooJIRERERERkZliQkhERERERGSmmBASERERERGZKSaEREREREREZooJIRERERERkZliQkhERERERGSmmBASERERERGZKSaEREREREREZooJIRERmaQlS5ZAJBIhLy+vXZ9XJBJhyZIl7fqcREREbYUJIRHRXWjt2rUQiUT6m6WlJTw8PDB69Gh89NFHKC0tNXaItxQWFgaRSITPPvvM2KG0mrfffhtbtmxp9fP6+fkZ/Hu7uLhgyJAh2Lx5c6s/FxER3V2YEBIR3cXefPNNrF+/Hp999hnmzZsHAJg/fz569uyJhIQEI0d3YxcuXMCxY8fg5+eHDRs2GDucVtNWCSEAhISEYP369Vi/fj2ef/55ZGRk4MEHH8SqVava5PmIiOjuYGHsAIiIqO3cd9996Nevn/7+K6+8gj179mDcuHG4//77ce7cOSgUihseX15eDmtr6/YI1cA333wDFxcXLFu2DBMnTsSVK1fg5+fX7nGYEk9PTzzxxBP6+08++SQCAgLw4YcfYtasWUaM7NaM1c+IiIgjhEREZmf48OH417/+hdTUVHzzzTf68ujoaCiVSly8eBFjxoyBjY0NHn/8cQDA/v378fDDD8PHxwdyuRze3t5YsGABKisrG53/xx9/RLdu3WBpaYkePXpg8+bNiI6OblZC9+2332LixIkYN24cVCoVvv322xvWzcvLw6RJk2BrawtHR0c899xzqKqqMqiza9cuDB48GHZ2dlAqlQgKCsKrr75qUCcnJwdPP/00XF1dYWlpid69e+Prr7++Zaw3em311zjWE4lEKC8vx9dff62f2hkdHa1//Nq1a3jqqafg6uoKuVyO7t27Y/Xq1bd8/htxc3ND165dcfnyZX3ZyZMncd9998HW1hZKpRIjRozA4cOH9Y8XFRVBIpHgo48+0pfl5eVBLBbD0dERgiDoy2fPng03NzeD5zxy5AjuvfdeqFQqWFlZYejQoTh48GCT7ZKYmIjHHnsM9vb2GDx4cItfJxER3RkmhEREZmjKlCkAgJ07dxqU19bWYvTo0XBxccH777+Phx56CIAuyauoqMDs2bPx8ccfY/To0fj444/x5JNPGhy/fft2PPLII5BKpVi6dCkefPBBPP300zhx4sRtx3bkyBGkpKRg8uTJkMlkePDBB286bXTSpEmoqqrC0qVLMWbMGHz00UeYOXOm/vGzZ89i3LhxqK6uxptvvolly5bh/vvvN0hUKisrERkZifXr1+Pxxx/He++9B5VKhejoaKxYseK2Y7+Z9evXQy6XY8iQIfqpnf/85z8BANnZ2bjnnnvw559/Yu7cuVixYgUCAgLw9NNPY/ny5S16PrVajfT0dDg6OgLQtcOQIUNw6tQpvPjii/jXv/6Fy5cvIzIyEkeOHAEA2NnZoUePHti3b5/+PAcOHIBIJEJBQQESExP15fv378eQIUP09/fs2YOIiAiUlJRg8eLFePvtt1FUVIThw4fj6NGjjeJ7+OGHUVFRgbfffhszZsxo0WskIqJWIBAR0V1nzZo1AgDh2LFjN6yjUqmE0NBQ/f2pU6cKAISXX365Ud2KiopGZUuXLhVEIpGQmpqqL+vZs6fg5eUllJaW6stiYmIEAIKvr+9txT537lzB29tb0Gq1giAIws6dOwUAwsmTJw3qLV68WAAg3H///QblzzzzjABAOHXqlCAIgvDhhx8KAITc3NwbPufy5csFAMI333yjL6upqRHCw8MFpVIplJSU6MsBCIsXL9bfnzp1apOvrT6+hqytrYWpU6c2qvv0008L7u7uQl5enkH5o48+KqhUqibbvyFfX19h1KhRQm5urpCbmyucOnVKePTRRwUAwrx58wRBEIQJEyYIMplMuHjxov64jIwMwcbGRoiIiNCXzZkzR3B1ddXfX7hwoRARESG4uLgIn332mSAIgpCfny+IRCJhxYoVgiAIglarFQIDA4XRo0fr/90EQddv/P39hZEjRzZql8mTJ9/0NRERUfvgCCERkZlSKpVNrjY6e/bsRmUNrzMsLy9HXl4eBg4cCEEQcPLkSQBARkYGTp8+jSeffBJKpVJff+jQoejZs+dtxVRbW4uNGzfikUce0U+3HD58OFxcXG44SjhnzhyD+/WL5/z2228AdKNeALB161Zotdomz/Hbb7/Bzc0NkydP1pdJpVI8++yzKCsrQ2xs7G3F3xKCIODnn3/G+PHjIQgC8vLy9LfRo0ejuLgYcXFxtzzPzp074ezsDGdnZ/Tu3Rs//vgjpkyZgv/+97/QaDTYuXMnJkyYgE6dOumPcXd3x2OPPYYDBw6gpKQEADBkyBBkZ2cjKSkJgG4kMCIiAkOGDMH+/fsB6EYNBUHQjxDGx8fjwoULeOyxx5Cfn6+Pv7y8HCNGjMC+ffsatX1Hv66RiMhcMCEkIjJTZWVlsLGxMSizsLCAl5dXo7ppaWmIjo6Gg4MDlEolnJ2dMXToUABAcXExACA1NRUAEBAQ0Oj4psqasnPnTuTm5iIsLAwpKSlISUnB5cuXMWzYMHz33XdNJnSBgYEG9zt37gyxWIwrV64AAB555BEMGjQI06dPh6urKx599FH88MMPBudKTU1FYGAgxGLDP4tdu3Y1eG1tITc3F0VFRfjiiy/0CV39bdq0aQB01zfeyoABA7Br1y78+eef+Ouvv5CXl4d169ZBoVAgNzcXFRUVCAoKanRc165dodVqkZ6eDgD6JG///v0oLy/HyZMnMWTIEEREROgTwv3798PW1ha9e/cGoFsVFgCmTp3a6DV89dVXqK6u1veTev7+/i1sMSIiak1cZZSIyAxdvXoVxcXFjRI1uVzeKCnSaDQYOXIkCgoK8NJLLyE4OBjW1ta4du0aoqOjbzjq1hL1o4CTJk1q8vHY2FgMGzbspudouJALoBvd3LdvH/bu3Yvt27djx44d2LhxI4YPH46dO3dCIpHcUczXP189jUZzW8fXt98TTzyBqVOnNlmnV69etzyPk5MToqKibus5b8bDwwP+/v7Yt28f/Pz8IAgCwsPD4ezsjOeeew6pqanYv38/Bg4cqO8r9a/hvffeQ0hISJPnbThqDOCmq9sSEVH7YUJIRGSG1q9fDwAYPXr0LeuePn0aycnJ+Prrrw0Wkdm1a5dBPV9fXwBASkpKo3M0VXa98vJybN26FY888ggmTpzY6PFnn30WGzZsaJQQXrhwwWC0KSUlBVqt1mDlT7FYjBEjRmDEiBH44IMP8Pbbb+O1117D3r17ERUVBV9fXyQkJECr1RokxOfPnzd4bU2xt7dHUVFRo/KmRhWbSh6dnZ1hY2MDjUbTKgldU5ydnWFlZaWfBtrQ+fPnIRaL4e3trS8bMmQI9u3bB39/f4SEhMDGxga9e/eGSqXCjh07EBcXhzfeeENfv3PnzgAAW1vbNnsNRETUNjhllIjIzOzZswf//ve/4e/vr99W4mbqR9CEBlsOCILQaPVNDw8P9OjRA+vWrUNZWZm+PDY2FqdPn77l82zevBnl5eWYM2cOJk6c2Og2btw4/Pzzz6iurjY4buXKlQb3P/74YwC6PRgBoKCgoNFz1Y9i1Z9rzJgxyMrKwsaNG/V1amtr8fHHH0OpVOqnxzalc+fOKC4uRkJCgr4sMzMTmzdvblTX2tq6UfIokUjw0EMP4eeff8aZM2caHZObm3vD575dEokEo0aNwtatW/VTaQHd6qbffvstBg8eDFtbW335kCFDcOXKFWzcuFE/hVQsFmPgwIH44IMPoFarDVYY7du3Lzp37oz333/f4N++NV8DERG1DY4QEhHdxX7//XecP38etbW1yM7Oxp49e7Br1y74+vril19+gaWl5S3PERwcjM6dO+P555/HtWvXYGtri59//hmFhYWN6r799tt44IEHMGjQIEybNg2FhYX45JNP0KNHjyYThYY2bNgAR0dHDBw4sMnH77//fnz55ZfYvn07HnzwQX355cuXcf/99+Pee+/FoUOH8M033+Cxxx7TX9/25ptvYt++fRg7dix8fX2Rk5ODTz/9FF5eXvr972bOnInPP/8c0dHROHHiBPz8/PDTTz/h4MGDWL58eaNrLRt69NFH8dJLL+Ef//gHnn32WVRUVOCzzz5Dly5dGi0G07dvX/z555/44IMP9FMzBwwYgHfeeQd79+7FgAEDMGPGDHTr1g0FBQWIi4vDn3/+2WRS21z/+c9/9PsxPvPMM7CwsMDnn3+O6upqvPvuuwZ165O9pKQkvP322/ryiIgI/P7775DL5ejfv7++XCwW46uvvsJ9992H7t27Y9q0afD09MS1a9ewd+9e2Nra4tdff73j10BERG3AiCucEhFRG6nfdqL+JpPJBDc3N2HkyJHCihUrDLZRqDd16lTB2tq6yfMlJiYKUVFRglKpFJycnIQZM2YIp06dEgAIa9asMaj7/fffC8HBwYJcLhd69Ogh/PLLL8JDDz0kBAcH3zDe7OxswcLCQpgyZcoN61RUVAhWVlbCP/7xD0EQ/t6+IDExUZg4caJgY2Mj2NvbC3PnzhUqKyv1x+3evVt44IEHBA8PD0EmkwkeHh7C5MmTheTk5EYxTJs2TXBychJkMpnQs2fPRq9NEBpvOyEIuq0xevToIchkMiEoKEj45ptvmtx24vz580JERISgUCgEAAZbUGRnZwtz5swRvL29BalUKri5uQkjRowQvvjiixu2ST1fX19h7Nixt6wXFxcnjB49WlAqlYKVlZUwbNgw4a+//mqyrouLiwBAyM7O1pcdOHBAACAMGTKkyWNOnjwpPPjgg4Kjo6Mgl8sFX19fYdKkScLu3bv1derb5WbbgBARUfsRCUKDOUBERERtICQkBM7Ozo2uOyQiIiLj4jWERETUatRqNWpraw3KYmJicOrUKURGRhonKCIiIrohjhASEVGruXLlCqKiovDEE0/Aw8MD58+fx6pVq6BSqXDmzBk4OjoaO0QiIiJqgIvKEBFRq7G3t0ffvn3x1VdfITc3F9bW1hg7dizeeecdJoNEREQdEEcIiYiIiIiIzBSvISQiIiIiIjJTTAiJiIiIiIjMFK8hNHFarRYZGRmwsbGBSCQydjhERERERHdMEASUlpbCw8MDYjHHsNoSE0ITl5GRAW9vb2OHQURERETU6tLT0+Hl5WXsMO5qTAhNnI2NDQDg8uXLcHBwMHI01BGo1Wrs3LkTo0aNglQqNXY41EGwX9D12CeoKewXdD1j9YmSkhJ4e3vrP+tS22FCaOLqp4na2NjA1tbWyNFQR6BWq2FlZQVbW1v+MSc99gu6HvsENYX9gq5n7D7BS6LaHhNCohuo1Whx5HIBzmYUo7BCDRtLC7irLNHdQ4XOzkpIxHyDIiIiIiLTxoSQqAl/nM3Cv7cl4mphZZOPW8kkiAh0xshurhjZ3RW2lvwWlYiIiIhMDxNCout8tPsCPtiVDACwt5JiUIATnJRylFbVIr2gAmcyilFRo8GOs1nYcTYLii0SPBDigehBfgh247RdIiIiIjIdTAiJGvj2SJo+GZw+2B//NyoICpnEoI5GKyAxowS7ErOw/XQmLuaW4/tj6fj+WDrG9nTH/KhABLryAmgiIjJvGo0GarXa2GHQHVKr1bCwsEBVVRU0Gk2rnVcqlUIikdy6IrU5JoREdf66mIfXt5wGAMyPCsT8qC5N1pOIRejppUJPLxUWjOyC46mFWHvwCrafzsT205n4/Uwmpg3yx4KRXaCU878YERGZF0EQkJWVhaKiImOHQq1AEAS4ubkhPT291Rd4sbOzg5ubGxeOMTJ+WiUCUFFTi5d+ToBWAB7s44nnRgTe1nEikQj9/RzQ388B87JKsGxnMnYlZuN/By5je0Im3nygO0Z1d2vj6ImIiDqO+mTQxcUFVlZW/LBv4rRaLcrKyqBUKlttg3hBEFBRUYGcnBwAgLu7e6ucl1qGCSERgA93JSO9oBIeKku8+UCPFv3xCnazxZdP9kNMUg4WbT2LtIIKzFx/Ag+EeGDJ+O6wt5a1QeREREQdh0aj0SeDjo6Oxg6HWoFWq0VNTQ0sLS1bLSEEAIVCAQDIycmBi4sLp48aUev9qxKZqHOZJfjfgcsAgP/8o8cdT/OMDHLBzgURmDW0M8QiYGt8BkZ+uA87z2a1RrhEREQdVv01g1ZWVkaOhExBfT/htabGZXYJ4ZIlSyASiQxuwcHB+serqqowZ84cODo6QqlU4qGHHkJ2drbBOdLS0jB27FhYWVnBxcUFL7zwAmpraw3qxMTEoE+fPpDL5QgICMDatWsbxbJy5Ur4+fnB0tISAwYMwNGjR9vkNdPNfbgrGVoBuK+HG4YHu7bKOS2lErx8XzB+nj0QnZ2tkVdWjZnrT2DBxngUVdS0ynMQERF1VJwmSreD/aRjMLuEEAC6d++OzMxM/e3AgQP6xxYsWIBff/0VP/74I2JjY5GRkYEHH3xQ/7hGo8HYsWNRU1ODv/76C19//TXWrl2LRYsW6etcvnwZY8eOxbBhwxAfH4/58+dj+vTp+OOPP/R1Nm7ciIULF2Lx4sWIi4tD7969MXr0aP1camofZ64VY2diNkQi4P9GNb2IzJ0I9bHH9meH4J8RnSAWAZtPXsOoD/fhz8TsWx9MRERERNTGzDIhtLCwgJubm/7m5OQEACguLsb//vc/fPDBBxg+fDj69u2LNWvW4K+//sLhw4cBADt37kRiYiK++eYbhISE4L777sO///1vrFy5EjU1upGfVatWwd/fH8uWLUPXrl0xd+5cTJw4ER9++KE+hg8++AAzZszAtGnT0K1bN6xatQpWVlZYvXp1+zeImdJqBSzaegYAcH9vDwS4tM1WEZZSCV4Z0xU/zR6ITs7WyCmtxvR1x7Hwh3gUV3CKBBERUUcQExMDPz8/Y4dxV2GbmgazXFTmwoUL8PDwgKWlJcLDw7F06VL4+PjgxIkTUKvViIqK0tcNDg6Gj48PDh06hHvuuQeHDh1Cz5494er699TC0aNHY/bs2Th79ixCQ0Nx6NAhg3PU15k/fz4AoKamBidOnMArr7yif1wsFiMqKgqHDh26aezV1dWorq7W3y8pKQGgm3vN+dfNs+FIGuLSimAtk+D/ogLavP16uiuxdfY9WL47Bav/SsWmuGs4eCEPbz7QDcODnFvteepfB/sDNcR+Qddjn6Cm3Gm/UKvVEAQBWq0WWq22NUNrc/XxNoy74UInVlZW8PDwwMCBAzF37lz07du33WOsN23aNKxbtw6Abj8/Hx8fTJkyBa+88gosLFr3470gCPqfzf03bapNr39cEASo1epGi8rwvan9mF1COGDAAKxduxZBQUHIzMzEG2+8gSFDhuDMmTPIysqCTCaDnZ2dwTGurq7IytItCJKVlWWQDNY/Xv/YzeqUlJSgsrIShYWF0Gg0TdY5f/78TeNfunQp3njjjUble/fu5QXczVBUDSw9JQEgwr0eNTh5cA9OttNz9wLwXHdgQ4oE2aXV+Oc3JxGk0mKsjxa+ytZ7nl27drXeyeiuwX5B12OfoKa0tF/Uz8IqKyvTz5wyFRUVFdBqtfov2+utXLkSI0aMQHV1NVJSUvD1118jPDwcn3zyCR599NEmz6XRaCASiVp1Vc6G1Go1RowYgZUrV6K6uhq7du3CCy+8AI1Gg4ULF7bJc5aWlt523ZqaGshkshu2acN6lZWV2LdvX6P1OCoqKu4oXrp9JpEQFhUVYfPmzdi/fz9SU1NRUVEBZ2dnhIaGYvTo0Rg4cOBtn+u+++7T/96rVy8MGDAAvr6++OGHH/TL33Zkr7zyisF/9JKSEnh7e2PYsGFc3rkZnvk2HtWaHIR4q/DWtDBIxO1/UfNTNRqs2JOCrw+lIalYjKTTYgzq7IgnBngjsosTLCQt+yOiVquxa9cujBw5ElKptJWjJlPFfkHXY5+gptxpv6iqqkJ6ejqUSiUsLS3bIMK2Y2VlBbFYDFtbW4NyNzc3BAbq9ifu0aMHJkyYgOjoaLz44ot4+OGHYW9vj7Vr12LhwoVYu3YtXn31VSQnJyM5ORm5ubl47bXXEB8fD7VajZCQECxbtgx9+vTRn//8+fOYOXMmjh8/jk6dOmH58uUYPXo0fv75Z0yYMKHJWKVSKaytrQ3i2rFjB3bt2oUlS5agsLAQ8+fPx7Zt21BdXY2IiAisWLECgYGB+o3mV65ciYkTJwIA+vTpg+zsbFy7dg0AcODAAYwcORL5+flQKBS4evUq3nzzTfzyyy+orq5Gv379sGzZMvTu3RsA8MYbb2Dr1q145plnsHTpUqSmpqK2tvaGbVqvqqoKCoUCERERjfrLjZJIan0dOiHMyMjAokWLsGHDBnh4eCAsLAwhISFQKBQoKCjA3r178f7778PX1xeLFy/GI4880uznsLOzQ5cuXZCSkoKRI0eipqYGRUVFBqOE2dnZcHPTbS7u5ubWaDXQ+lVIG9a5fmXS7Oxs2NraQqFQQCKRQCKRNFmn/hw3IpfLIZfLG5VLpVL+Qb9NO85kYte5HFiIRXjnoV6wlBtnf0CpVIp/je+B6EGdsGL3BWyKu4qDF/Nx8GI+PO0UeGyADx7p7w0nZeN/79s9P/sEXY/9gq7HPkFNaWm/aDgyVj86JggCKtWa1g7xtiikktteybI+3utH9Rq+lnoLFy7E+vXrsXv3bkyaNAlisRgVFRV477338NVXX8HR0RFubm64cuUKoqOj0a9fPwiCgGXLlmHcuHG4cOECbGxsoNFo8OCDD8LHxwdHjhxBaWkp/u///u+Gz1uvfqX8ho9bWVmhoKAAYrEYTz31FC5cuIBffvkFtra2eOmllzBu3DgkJiZCKpUiIiIC+/btw6RJk1BYWIhz585BoVAgOTkZwcHB2L9/P/r37w+lUgmtVovo6GgolUr8/vvvUKlU+PzzzzFy5EgkJyfDwcEBIpEIKSkp2Lx5MzZt2gSJRGIQ/41eh1gshkgkarK/8X2p/XTohDA0NBRTp07FiRMn0K1btybrVFZWYsuWLVi+fDnS09Px/PPPN+s5ysrKcPHiRUyZMgV9+/aFVCrF7t278dBDDwEAkpKSkJaWhvDwcABAeHg43nrrLf0mmoBuWoWtra0+xvDwcPz2228Gz7Nr1y79OWQyGfr27Yvdu3frv/nRarXYvXs35s6d26z4qXmKK9VYtPUsAGDW0M4Idmv6G6v25O1ghfcf7o3nRgRiw5E0bDyWhmtFlXjvjyQs/zMZ9/ZwxxMDfBDm78DlmYmIyORUqjXotuiPW1dsA4lvjoaVrPU/7tZvWXblyhV9mVqtxqeffqofNQOA4cOHGxz3xRdfwM7ODrGxsRg3bhx27dqFixcvIiYmRj8o8NZbb2HkyJG3HYsgCNi9ezf++OMPzJs3T58IHjx4UD+LbsOGDfD29saWLVvw8MMPIzIyEp9//jkAYN++fQgNDYWbmxtiYmIQHByMmJgYDB06FIButPDEiRPIzs7Wz6Z7//33sWXLFvz000+YOXMmAN30z3Xr1sHZufXWRaD20aETwsTExFtOg1QoFJg8eTImT56M/Pz8W57z+eefx/jx4+Hr64uMjAwsXrwYEokEkydPhkqlwtNPP42FCxfCwcEBtra2mDdvHsLDw3HPPfcAAEaNGoVu3bphypQpePfdd5GVlYXXX38dc+bM0Y/czZo1C5988glefPFFPPXUU9izZw9++OEHbN++XR/HwoULMXXqVPTr1w9hYWFYvnw5ysvLMW3atDtoMbqVN349i5zSanRyssbc4QHGDseAt4MVXr4vGPOjArE9IRPrDqfiVHoRfj2VgV9PZSDQRYnHB/jgH328oFLwWzMiIiJjqV9opeEXtTKZDL169TKol52djddffx0xMTHIycmBRqNBRUUF0tLSAOgGHry9vQ1miIWFhd1WDNu2bYNSqYRarYZWq8Vjjz2GJUuWYPfu3bCwsMCAAQP0dR0dHREUFIRz584BAIYOHYrnnnsOubm5iI2NRWRkpD4hfPrpp/HXX3/hxRdfBAAkJCSgvLy8UaJXWVmJixcv6u/7+voyGTRRHTohdHR0RHV1dZNTJG9U/1auXr2qTx6dnZ0xePBgHD58WN+BP/zwQ4jFYjz00EOorq7G6NGj8emnn+qPl0gk2LZtG2bPno3w8HBYW1tj6tSpePPNN/V1/P39sX37dixYsAArVqyAl5cXvvrqK4wePVpf55FHHkFubi4WLVqErKwshISEYMeOHY0WmqHWsysxG5virkEsAt57uBcspZJbH2QEllIJHurrhYf6euHMtWJsOJKKLSczcCGnDEt+TcR/dyTh/t4eeOIeX/T0Uhk7XCIioptSSCVIfHP0rSu20XO3hfrEyt/f/+/nUigazeSZOnUq8vPzsWLFCvj6+kIulyM8PLxVFtwZNmwYPvvsM8hkMnh4eDRrddGePXvCwcEBsbGxiI2NxVtvvQU3Nzf897//xbFjx6BWq/Wji2VlZXBzc8PevXsbTf1seImVtbX1Hb8mMo4OnRACgEqlQnh4OIYNG4Zhw4bhnnvuuaM5xd9///1NH7e0tMTKlSuxcuXKG9bx9fVtNCX0epGRkTh58ubrVs6dO5dTRNtJYXkNXtl0GgAwY0gn9PV1MHJEt6eHpwpLH+yFV8Z0xZaT1/DN4VQkZ5dh4/F0bDyejt5eKjw+wBdje7nDWt7h/zsTEZEZEolEbTJt05iWL18OW1vbRtuMXe/gwYP49NNPMWbMGABAeno68vLy9I8HBQUhPT0d2dnZ+kGBY8eO3VYM1tbWCAhoPNupa9euqK2txZEjR/RJXX5+PpKSkvSXN4lEIgwZMgRbt27F2bNnMXjwYFhZWaG6uhqff/45+vXrp0/wQkNDkZ2dDQsLC3Tq1Om2YiPT0uE3pl+1ahV8fX2xevVqDB06FHZ2dhg5ciSWLl2Kw4cPQ6MxzkXKZFr+tfUM8sqqEeiixIKRXYwdTrPZWkrxZLgf/pgfgR9nhWNCiAdkEjFOXS3Giz8noP9bf+L/fjiFQxfzodUKxg6XiIjorlFUVISsrCykpqZi165dmDhxIr799lt89tlnjbYqu15gYCDWr1+Pc+fO4ciRI3j88ccNVrUfOXIkOnfujKlTpyIhIQEHDx7E66+/DgAtXjcgMDAQDzzwAGbMmIEDBw7g1KlTeOKJJ+Dp6YkHHnhAXy8yMhLfffcdQkJCoFQqIRaLERERgQ0bNuivHwSAqKgo9O/fHw8++CB27tyJK1eu4K+//sJrr72G48ePtyhG6lg6fEIYHR2NtWvX4sqVK0hJScHHH38MDw8PrFq1CoMGDYK9vT3Gjh1r7DCpA9uWkIFtCZmQiEX4YFJIh50qejtEIhH6+zlg+aOhOPTKcLx8XzA6OVmjokaDn+OuYvKXhzHiw/34PV2MtALu30NERHSnpk2bBnd3dwQHB2P27NlQKpU4evQoHnvssVse+7///Q+FhYXo06cPpkyZgmeffVa/KCGguxRpy5YtKCsrQ//+/TF9+nS89tprAHBH23asWbMGffv2xbhx4xAeHg5BEPDbb78ZzLIbOnQoNBoNIiMj9WWRkZGNykQiEX744QcMGTIE06ZNQ5cuXfDoo48iNTWVlzrdJURC/VWxJuby5cv43//+h48//hhlZWVmO1JYUlIClUqFvLw87kPYhKziKty7Yh+KKtR4dngAFo4KMnZIrU4QBMSlFeGnE1ex7VQGSqv/3th1gL8DHurjhdE93LgQjZlTq9X47bffMGbMGC7lTQDYJ6hpd9ovqqqqcPnyZfj7+5vcPoQxMTGIjo42WDnUGA4ePIjBgwcjJSUFnTt3NmosAPQby9va2t5w+4gbuVWb3qy/1H/GLS4uvuE+htQ6TGZCd1paGvbu3YuYmBjExMQgLy8P99xzD55//nmDYW2iehqtgAUb41FUoUYPT1vMHR5o7JDahEgkQl9fe/T1tceicd3wW8I1fLHrFJJLxDhyuQBHLhfg9S1nMDTIGff39kBUV1coZKY7SkpERHQ32bx5M5RKJQIDA5GSkoLnnnsOgwYN6hDJIJmHDp8QPvXUU4iJiUFBQQEGDRqEIUOGYObMmejfv3+zVlMi87Mq9iIOXcqHlUyCjx4Nhcyiw8+QvmMKmQT393aHxbWTCB0UiV9PZ2Nr/DUkZ5dhV2I2diVmw0omwchurri/tweGBDqbRbsQERF1VKWlpXjppZeQlpYGJycnREVFYdmyZcYOi8xIh8+o1q5dCx8fH7z22msYMWIEQkNDuTk33dLJtEJ8sCsZALDk/u7o5Kw0ckTtz11liTnDAjBnWADOZ5Xgl/gM/JqQgfSCSmyNz8DW+AzYWUlxXw83jO3pgQGdHCCVMDkkIiLz5Ofnh/nz57f78z755JN48skn2/1524Ox2pSap8MnhOfOndNPFV22bBmqq6sxePBgDB06FJGRkejTp0+z5zPT3a20So3nvo+HRitgXC93PNzXy9ghGV2wmy2C77XFC6ODcLJus/ttCZnILa3Gd0fT8d3RdKgUUozo6oJ7u7shoouzSS++Q0RE1FxMXlof29Q0dPiEMCgoCEFBQZg1axYAIDExEbGxsdi7dy/ef/99VFVVYfDgwdi2bZuRI6WOYskviUgrqICnnQJv/aMnR5QbEIlE6ONjjz4+9nh9bDccuZSPXxMysPNsNvLLa7Ap7ho2xV2DQipBZJAzRnd3w7BgFy5IQ0RERHSX6vAJ4fW6desGR0dH2Nvbw97eHt9//z1+//13Y4dFHcSfidn4Oe4qRCJg+aMhTGRuQiIWYWCAEwYGOOE/EwQcv1KAP85m44+zWbhWVInfz2Th9zNZkEpECO/shFHdXDGiqwvcVYpbn5yIiMyaiS5iT+2M/aRjMImEMCcnBzExMfqpo8nJyZDJZAgLC8OCBQswbNgwY4dIHUBBeQ1e2XwaADB9sD/6+zkYOSLTIRGLMKCTIwZ0csS/xnXF2YwS7DiThT/OZuFCThn2JediX3IuXt8CdHO3xYiuLhge7ILeXnYQizkCS0REOvVbVVRUVBhswE7UlIoK3Z7J3PrGuDp8Qti1a1ckJyfDwsIC/fv3x8SJExEZGYlBgwaZ3P421HYEQcCrm04jt7QaAS5K/N9duN9gexGJROjhqUIPTxWeHx2Ei7ll2HEmC7vPZeNkehESM0uQmFmCj/ekwEkpQ2SQC6K6umBwoDOU8g7/lkJERG1IIpHAzs4OOTk5AAArKyteumHitFotampqUFVV1WrrdgiCgIqKCuTk5MDOzg4SCdctMKYO/+ltwoQJGDZsGAYPHgwrKytjh0Md1M9x17DjbBYsxCIsfySEC6K0os7OSv1qpfll1YhJysWe8znYl5yLvLIa/HTiKn46cRVSiQj3dHLE8GDd6KGvo7WxQyciIiNwc3MDAH1SSKZNEARUVlZCoVC0enJvZ2en7y9kPB0+IVy6dKmxQ6AOLr2gAkt+OQsAWDCyC3p4qowc0d3LUSnHQ3298FBfL9TUanH8SgF2n8/B7nPZuJJfgf0X8rD/Qh7e+DURAS5KjKhLDvv62sOCW1oQEZkFkUgEd3d3uLi4QK1WGzscukNqtRr79u1DREREq07tlEqlHBnsIDp0QvjOO+/gueeeu6056EeOHEFeXh7Gjh3bDpFRR6HWaLFgYzzKqmvRz9ces4Z2NnZIZkNmIdYvSvOvcd1wKbcMe87nYPe5HBy7UoCUnDKk5JTh832XYGtpgcggF4zo6oKhXZxhZyUzdvhERNTGJBIJP/DfBSQSCWpra2Fpaclr/e5SHTohTExMhI+PDx5++GGMHz8e/fr1g7OzMwCgtrYWiYmJOHDgAL755htkZGRg3bp1Ro6Y2tt7fyTheGohlHILfDApBBIucGI0nZyV6OSsxPQhnVBcqcb+C7nYcy4He5NyUFihxi+nMvDLqQyIRUBPLzsMCXDC4EAn9PGxh8yCo4dERERExtChE8J169bh1KlT+OSTT/DYY4+hpKQEEokEcrlcvypRaGgopk+fjujoaC4yY2Z2nMnCF/suAQDef7gXfBx5jWlHoVJIMa6XB8b18oBGKyA+vRC7z+lGD5OyS3EqvQin0ovwyd4UWMkkGODvgMGBzhgS6IRAFyUXICAiIiJqJx06IQSA3r1748svv8Tnn3+OhIQEpKamorKyEk5OTggJCYGTk5OxQyQjuJJXjhd+PAVAt8XEvT3cjRwR3YhELEJfXwf09XXAi/cGI6u4Cvsv5OJASh4OpuQhr6wGe5NysTcpFwDgaivH4ABn3NPJAQP8HeHt0PoXsRMRERGRTodPCOuJxWKEhIQgJCTE2KGQkVXWaDB7QxxKq2vR19ceL90XbOyQqBncVJZ4uJ83Hu7nDa1WwPmsUhxIycX+C3k4erkA2SXV+DnuKn6OuwoAcFdZYoC/A8L8HTGgkwM6OVkzQSQiIiJqJSaTEBIBgFYrYMHGeJzLLIGjtQwrH+sDKVevNFlisQjdPGzRzcMWMyM6o0qtwYnUQhxI0SWHCVeLkFlchS3xGdgSnwEAcFLK6xJEB/T1tUewmw1XMCUiIiJqISaEZFLe25mEHWezIJOI8dkTfeGm4nWjdxNLqQSDApwwKEA3FbyyRoOTaYU4fLkARy/n42RaEfLKqrH9dCa2n84EACikEvTyUiHUxx59fOwQ6mMPZxu5MV8GERERkclgQkgm44fj6fgs5iIA4L8TeyLM38HIEVFbU8gk+q0tAKC6VoOEq8U4cikfR68U4mRaIUqranHkcgGOXC7QH+dlr0AfH3uE1iWIXd1tILfg0udERERE12NCSCbhr4t5eHXTaQDAvOEB+Eeol5EjImOQW0jQ388B/f10XwZotQIu5ZUhLrUIJ9MLEZdahOScUlwtrMTVwkr8cko3zVQqEaGLqw16eKjQw0uFnp4qBLvZwFLKJJGIiIjMm0kkhGq1GgqFAvHx8ejRo4exw6F2Fp9ehBlfH0etVsDYXu5YENXF2CFRByEWixDgYoMAFxtM6u8NACitUuNUejFOphXiZHoRTqYVorBCjbMZJTibUYKNx9MBABZiEQJdbdDT0xY9PFXo4alCVzdbKGRMEomIiMh8mERCKJVK4ePjA41GY+xQqJ2dzyrB1NVHUV6jwcDOjlj2cG+Iufk83YSNpRSDA3Wb3gOAIAi4VlSJM9eKcfpaMU5fK8GZa8UoKK/BucwSnMsswQ/HdSuaikSAn6M1gt1sEORmg2A3GwS72cLHwYr9joiIiO5KJpEQAsBrr72GV199FevXr4eDA68dMweXcssw5X9HUVypRoi3Hb58sh+n+FGziUQieNlbwcveSr9fpSAIyCyuwulrxfpE8cy1YuSV1eByXjku55Xj9zNZ+nMopBJ0cVUi2M3270TR3RYO1jJjvSwiIiKiVmEyCeEnn3yClJQUeHh4wNfXF9bW1gaPx8XFGSkyagtJWaV4/KsjyCurRrCbDdZO6w9rucl0V+rgRCIRPOwU8LBTYHR3N315bmk1krJKcT6rBOezSpGUVYrk7FJUqjU4dbUYp64WG5zHwVqGzs7WCHBRorPz3zdPewUkHFEkIiIiE2Ayn7AnTJhg7BConZy+WownVx9BYYUawW42+Gb6ANhZcSSG2p6zjRzONnL9dFMA0GgFXMkvx/nMUiTVJYrns0qRVlCBgvIaFJTX4NiVQoPzyCzE6ORkXZcgWqNzXcLo52QNJb/YICIiog7EZD6ZLF682NghUDs4erkAT689htLqWvT2tsPX0/ozGSSjkohF+pG/sb3c9eUVNbW4lFuOi7lluFj/M6cMl/LKUVOr1SeO13NSyuDraA1fByvdT0erups17K2kEIk4skhERETtx2QSQgAoKirCTz/9hIsXL+KFF16Ag4MD4uLi4OrqCk9PT2OHR3fo5xNX8fKmBKg1AsL8HPC/6H6wsZQaOyyiJlnJLPSrkzak0QrIKKpESk5ZXbJYhos5uoQxv7wGeWW624nUwkbntLG00CWHDn8nit72VvC0V8BdpYDMQtxeL4+IiIjMhMkkhAkJCYiKioJKpcKVK1cwY8YMODg4YNOmTUhLS8O6deuMHSK1kFYrYNmuJKzcq9t0/r4ebvhgUgiX/yeTJBGL4O1gBW8HKwwLdjF4rKRKjbT8CqTmV+BKfjnS6n8WVCCzuAqlVbU4c60EZ66VNDqvSAS42ljCy14BT3sFPO0U8KpLFnW/K7joEhERETWbySSECxcuRHR0NN59913Y2Njoy8eMGYPHHnvMiJHRncgvq8aCH05hX3IuAGDOsM74v5FBXOKf7kq2ltImRxUBoEqtQXpBBa7kVyA1vxyp+RVILajA1cIKXCusRHWtFlklVcgqqcLxJkYXAd10VE87XcLoamsJN1tLuKl0Px2tLaDWtvUrJCIiIlNjMgnhsWPH8Pnnnzcq9/T0RFZWVhNHUEd39HIB5n0Xh+ySalhKxXj7Hz3xYB8vY4dFZBSWUgkCXW0Q6GrT6DFBEJBXVoNrRZX6BFH3eyWuFerKyms0+umo16+G+jcL/CdhL9xUlnC1tYR73c/6pNHV1hKutnLYW8n4pQwREZGZMJmEUC6Xo6Sk8TSq5ORkODs7GyEiaqkqtQYf7b6Az/ddgkYroLOzNT59vC+C3Bp/ECYi3TYZ9SughnjbNXpcEAQUV6p1CWJRJTKKKnWjicW6W3bdyGKVWouiSjWKKtVNLnhTTyIWwdFapn9OJ6Xup7Pyuvs2cthaWnAhHCIiIhNmMgnh/fffjzfffBM//PADAN0HpLS0NLz00kt46KGHjBwd3a4TqYV48adTuJhbDgD4R6gn/jOhB/cYJLoDIpEIdlYy2FnJmpyOCgA1NTX4+dff0TNsCPIqanVJYnE1skp0CWNmXeJYUF4DjVZATmk1ckqrb/ncMolYlyTayOGslMHRWg57axkcrWWwt5bBwVoKe6v6cimUciaQREREHYnJfApftmwZJk6cCBcXF1RWVmLo0KHIyspCeHg43nrrLWOHR7dQWF6DD/9MxvrDqRAEwEkpx38m9MC9PdxufTAR3TGRSAQrCyDIzQY9pDdevVet0SK/rAZ5ZdXILa27lf39M6/B/dKqWtRotLhWpBuZvB0yiRj2dUmig/Xft6buq6yksFNIYSWTMIkkIiJqIyaTEKpUKuzatQsHDhxAQkICysrK0KdPH0RFRRk7NLqJmlot1h26go92X0BJVS0A4KE+XvjXuK7cX5CoA5JKxLprClWWt6xbpdboE8e8shrkllajoLwaBeVq3c8KNQrLa1BQd6tUa1Cj0SK7pBrZJbcefaxnIRZBpZDqblbSv39X6BJG2/rfrWSGj1lJufIqERHRLZhMQlhVVQVLS0sMHjwYgwcPNnY4dAuVNRp8fywNX+y7hMziKgBAsJsNFo3rhoEBTkaOjohag6VUAi97K3jZW91W/coaDQoqavRJYmFFDfLLdD8LGiSO9feLK9VQawTUagXkl9cgv7ym2THKLMT6BNHW0gJKSylsLC1gI7eAUm4BG0splHX3bSwtoLT8u9ym7neOUBIR0d3MZBJCOzs7hIWFYejQoRg2bBjCw8OhUCiMHRZdJ6e0Cj8ev4o1By8jr0z34c3FRo6FI7vg4X7ekHDlQiKzpZBJ4CnT7Zt4OwRBQKVag+JKNYor1SiqUOt/L7nufnHdYjklDe5rtAJqarX6qa8tJRahUZKotKxLJuUWsJZJYFX/UyaBlcwC1nLdz6buK6QSruJKREQdhskkhH/++Sf27duHmJgYfPjhh6itrUW/fv0wdOhQREZGYuTIkcYO0WzVarSIScrFxuPp2HM+BxqtAADwsldg1tDOmNjXi9O2iKjZRCJRXRJlAXdV874AFAQBZdW1fyeMFWqUVteitKoWZVVqlNX9Xlpdi7KqWpQ2LKuqrftdDa0AaAWgpKpWP+29NdQnilZ1SaS1vMHvMgtYyXU/FTIJLKW6JNJSKoaltOF93U+FTAy5hURf19JCDAuJuNViJSKiu5vJJIT1U0VfffVV1NbW6vclfPfdd/HOO+9Ao9EYO8QWW7lyJd577z1kZWWhd+/e+PjjjxEWFmbssG6qoqYWB1PysSsxC7vP5RhM5Qr1scMTA3xxf4gHpPxQQkRGIBKJ6kb0pPCyb9k56kcoy+qSwbIGyePfiWQtKtS1qKjWoLxG97NCrUFFdS3KazSoqKlFRc3f9+tV1GhQUdN2f7ekEtF1yaMYCqkE8gb35RIxcrPEOL7tHBRyKWQSMeQWYsgs6n9KrruvSzzr78uvu1//k8koEZFpMZmEENDtORgTE6O/VVdXY9y4cYiMjDR2aC22ceNGLFy4EKtWrcKAAQOwfPlyjB49GklJSXBxcTF2eAB0H4pyS6txNqMEx1MLcPhSAU6lF6G2biQQABysZXgw1BOP9PducmNtIiJT03CE0sX2zs+n1QqoqtXUJYh1CWRdwlherUsey2s0qKypNbhfpdagWq1FpVr3u+6nFlUG93Vl9dQaAWqNLmG9OTEO5aTf+YtreEYRmkwUGyaYMokYFhIRpBIxpPqfhr9bSES6emIxpBb1v4sgtTCsayEWQ2Zx4991x9fVr/vdQqyrIxaB14cSkdkzmYTQ09MTlZWViIyMRGRkJF566SX06tXL5N/IP/jgA8yYMQPTpk0DAKxatQrbt2/H6tWr8fLLL7dbHNW1GhRVqJFbWo30ggqkF1YgvaASV/LLcS6zRH89YEOedgqM7OaKUd1c0d/fgaOBREQ3IRb/nWBC2frn12oF1Gi0qKzRoKpWo/tZl0hW1yWO9clkpVqDiqoanDp7Dn6dAlEr6FaFrq7VoLpWi+pabd19LWrqymoMyjUG9xt+QagVoH8uU2AhFkEiFv39UyI2vK//WVcuuUG5/ngRJGJxE8fXlTc6XlcuEQNikQhika5cLNL1GbFIBIlIBJEIkNQdI6orq68jEYkgbnS87nF9/fpzNnhcIob+XLp6gFajQXENkFdWDZlUq6t7XRwiESCC7nexSAQR6spM/DMZkbkymYTQ2dkZ58+fR1ZWFrKyspCdnY3KykpYWd3e6nYdUU1NDU6cOIFXXnlFXyYWixEVFYVDhw41eUx1dTWqq/9eHKGkpAQA8Oa2RFha20Cou95FKwgQAAha3U+tIECrhe5DQv0HghoNyqprUVBRg/Lqm//hFosAfydr9PSwRZi/Awb428PbXvH3m79WA7XWNP743+3UarXBTyKA/cJcSAAoZSIoZRaA1c3/xKvVargVJ2LkUF9Ib7I35e2oX8CnulaLGk19wigYJo4aLWrUup+6EUxt3SqyhvfVGi1q6+9r68sblN3i2IZ1a+uS5PrHBKFx7LVa3Uq2LV926G5kgUUnYlt0ZP2oa/26SWLR9YljXVLZ4LH6BLP+2MaPiwzu68799+/1x0JUf47Gz9cwca1X/xmmYbmoicca/iKq+6VhfdF1j6HRuW52rGESfas4DM7VjOdpeB8iUeOym9Bqtci4JkbMzwkQi9vvy//qirJ2ey5zZzIJYXx8PIqKirBv3z7Exsbi1VdfRWJiIkJCQjBs2DCT3Jw+Ly8PGo0Grq6uBuWurq44f/58k8csXboUb7zxRqPyzfFZEMtL7igeEQQopYCDHHCUC3CwBJzkAtytBHhYATJJMYBiIDsdZ7KBM3f0bNTWdu3aZewQqANiv6DrGaNPWNTdbrlUkKhB5VagFQCNAGi0up/aBmXaBjeD+6i/L7pxXdzgWIP7ImjQ9GMaAXVf3gJCg9+1Dcuhe0xb/1MQGTxmUKdhPRies76s6XM2PFfLRvu0dSf9+yviJrJwMkFiIDerXZ9RW13Rrs9nzkSC0NT3ZR1bfn4+YmJisHXrVnz33XfQarUmuahMRkYGPD098ddffyE8PFxf/uKLLyI2NhZHjhxpdExTI4Te3t7490+HobS1q/sGzfAbsYbf1v29yIBugQFruQUcrKWwt5LBRm7BpdDvAmq1Grt27cLIkSPv+Ft/unuwX9D12CeoKQ37hURiAY0g6BJMrQCNINSNsgoNEkhBnwT+nVDqHhfqZys1nLkkNDi2vt515xMEw2O0dRltw3Nr6z6+aoWmjhUaJMCNz4e6OKD/ve7ndY8JDR4XrqssNDpWaOI8+oMaPU/D45qKoeHz3E58uMVjDZ+nuZ/8NRoNLqRcQGBAICSS9ls1vrK8DC8+0BfFxcWwtW2FC7nphkxmhHDTpk36xWQSExPh4OCAwYMHY9myZRg6dKixw2sRJycnSCQSZGdnG5RnZ2fDzc2tyWPkcjnkcnmj8tmRAXB0dGyTOMk0SaVSfsijRtgv6HrsE9QU9guqp1ar8VtlMsYMC2jXPlFSUoIX2+3ZzJvJJISzZs1CREQEZs6ciaFDh6Jnz57GDumOyWQy9O3bF7t378aECRMA6OZp7969G3PnzjVucEREREREdNczmYQwJyfH2CG0iYULF2Lq1Kno168fwsLCsHz5cpSXl+tXHSUiIiIiImorJpMQAro5zFu2bMG5c+cAAN26dcMDDzzQrvOZW9sjjzyC3NxcLFq0CFlZWQgJCcGOHTsaLTRDRERERETU2kwmIUxJScGYMWNw7do1BAUFAdCtuOnt7Y3t27ejc+fORo6w5ebOncspokRERERE1O5MZifxZ599Fp07d0Z6ejri4uIQFxeHtLQ0+Pv749lnnzV2eERERERERCbHZEYIY2NjcfjwYTg4OOjLHB0d8c4772DQoEFGjIyIiIiIiMg0mcwIoVwuR2lpaaPysrIyyGQyI0RERERERERk2kwmIRw3bhxmzpyJI0eO1G0yKuDw4cOYNWsW7r//fmOHR0REREREZHJMJiH86KOP0LlzZ4SHh8PS0hKWlpYYNGgQAgICsGLFCmOHR0REREREZHJM5hpCOzs7bN26FSkpKfptJ7p27YqAgAAjR0ZERERERGSaOnxCqNVq8d577+GXX35BTU0NRowYgcWLF0OhUBg7NCIiIiIiIpPW4aeMvvXWW3j11VehVCrh6emJFStWYM6cOcYOi4iIiIiIyOR1+IRw3bp1+PTTT/HHH39gy5Yt+PXXX7FhwwZotVpjh0ZERERERGTSOnxCmJaWhjFjxujvR0VFQSQSISMjw4hRERERERERmb4OnxDW1tbC0tLSoEwqlUKtVhspIiIiIiIiortDh19URhAEREdHQy6X68uqqqowa9YsWFtb68s2bdpkjPCIiIiIiIhMVodPCKdOndqo7IknnjBCJERERERERHeXDp8QrlmzxtghEBERERER3ZU6/DWERERERERE1DaYEBIREREREZkpJoRERERERERmigkhERERERGRmWJCSEREREREZKaYEBIREREREZkpJoRERERERERmigkhERERERGRmWJCSEREREREZKaYEBIREREREZkpJoRERERERERmigkhERERERGRmbIwdgB0ZwRBAACUlpZCKpUaORrqCNRqNSoqKlBSUsI+QXrsF3Q99glqCvsFXc9YfaKkpATA3591qe0wITRx+fn5AAB/f38jR0JERERE1LpKS0uhUqmMHcZdjQmhiXNwcAAApKWl8T8LAdB9o+bt7Y309HTY2toaOxzqINgv6HrsE9QU9gu6nrH6hCAIKC0thYeHR7s9p7liQmjixGLdZaAqlYpv3GTA1taWfYIaYb+g67FPUFPYL+h6xugTHOxoH1xUhoiIiIiIyEwxISQiIiIiIjJTTAhNnFwux+LFiyGXy40dCnUQ7BPUFPYLuh77BDWF/YKuxz5x9xMJXMuViIiIiIjILHGEkIiIiIiIyEwxISQiIiIiIjJTTAiJiIiIiIjMFBNCIiIiIiIiM8WE0IStXLkSfn5+sLS0xIABA3D06FFjh0RGtGTJEohEIoNbcHCwscOidrRv3z6MHz8eHh4eEIlE2LJli8HjgiBg0aJFcHd3h0KhQFRUFC5cuGCcYKnd3KpfREdHN3rvuPfee40TLLWLpUuXon///rCxsYGLiwsmTJiApKQkgzpVVVWYM2cOHB0doVQq8dBDDyE7O9tIEVN7uJ1+ERkZ2ej9YtasWUaKmFoLE0ITtXHjRixcuBCLFy9GXFwcevfujdGjRyMnJ8fYoZERde/eHZmZmfrbgQMHjB0StaPy8nL07t0bK1eubPLxd999Fx999BFWrVqFI0eOwNraGqNHj0ZVVVU7R0rt6Vb9AgDuvfdeg/eO7777rh0jpPYWGxuLOXPm4PDhw9i1axfUajVGjRqF8vJyfZ0FCxbg119/xY8//ojY2FhkZGTgwQcfNGLU1NZup18AwIwZMwzeL959910jRUythdtOmKgBAwagf//++OSTTwAAWq0W3t7emDdvHl5++WUjR0fGsGTJEmzZsgXx8fHGDoU6AJFIhM2bN2PChAkAdKODHh4e+L//+z88//zzAIDi4mK4urpi7dq1ePTRR40YLbWX6/sFoBshLCoqajRySOYjNzcXLi4uiI2NRUREBIqLi+Hs7Ixvv/0WEydOBACcP38eXbt2xaFDh3DPPfcYOWJqD9f3C0A3QhgSEoLly5cbNzhqVRwhNEE1NTU4ceIEoqKi9GVisRhRUVE4dOiQESMjY7tw4QI8PDzQqVMnPP7440hLSzN2SNRBXL58GVlZWQbvGyqVCgMGDOD7BiEmJgYuLi4ICgrC7NmzkZ+fb+yQqB0VFxcDABwcHAAAJ06cgFqtNni/CA4Oho+PD98vzMj1/aLehg0b4OTkhB49euCVV15BRUWFMcKjVmRh7ACo+fLy8qDRaODq6mpQ7urqivPnzxspKjK2AQMGYO3atQgKCkJmZibeeOMNDBkyBGfOnIGNjY2xwyMjy8rKAoAm3zfqHyPzdO+99+LBBx+Ev78/Ll68iFdffRX33XcfDh06BIlEYuzwqI1ptVrMnz8fgwYNQo8ePQDo3i9kMhns7OwM6vL9wnw01S8A4LHHHoOvry88PDyQkJCAl156CUlJSdi0aZMRo6U7xYSQ6C5x33336X/v1asXBgwYAF9fX/zwww94+umnjRgZEXVkDacL9+zZE7169ULnzp0RExODESNGGDEyag9z5szBmTNneM05GbhRv5g5c6b+9549e8Ld3R0jRozAxYsX0blz5/YOk1oJp4yaICcnJ0gkkkarfWVnZ8PNzc1IUVFHY2dnhy5duiAlJcXYoVAHUP/ewPcNupVOnTrBycmJ7x1mYO7cudi2bRv27t0LLy8vfbmbmxtqampQVFRkUJ/vF+bhRv2iKQMGDAAAvl+YOCaEJkgmk6Fv377YvXu3vkyr1WL37t0IDw83YmTUkZSVleHixYtwd3c3dijUAfj7+8PNzc3gfaOkpARHjhzh+wYZuHr1KvLz8/necRcTBAFz587F5s2bsWfPHvj7+xs83rdvX0ilUoP3i6SkJKSlpfH94i52q37RlPqF7Ph+Ydo4ZdRELVy4EFOnTkW/fv0QFhaG5cuXo7y8HNOmTTN2aGQkzz//PMaPHw9fX19kZGRg8eLFkEgkmDx5srFDo3ZSVlZm8C3t5cuXER8fDwcHB/j4+GD+/Pn4z3/+g8DAQPj7++Nf//oXPDw8DFacpLvPzfqFg4MD3njjDTz00ENwc3PDxYsX8eKLLyIgIACjR482YtTUlubMmYNvv/0WW7duhY2Njf66QJVKBYVCAZVKhaeffhoLFy6Eg4MDbG1tMW/ePISHh3OF0bvYrfrFxYsX8e2332LMmDFwdHREQkICFixYgIiICPTq1cvI0dMdEchkffzxx4KPj48gk8mEsLAw4fDhw8YOiYzokUceEdzd3QWZTCZ4enoKjzzyiJCSkmLssKgd7d27VwDQ6DZ16lRBEARBq9UK//rXvwRXV1dBLpcLI0aMEJKSkowbNLW5m/WLiooKYdSoUYKzs7MglUoFX19fYcaMGUJWVpaxw6Y21FR/ACCsWbNGX6eyslJ45plnBHt7e8HKykr4xz/+IWRmZhovaGpzt+oXaWlpQkREhODg4CDI5XIhICBAeOGFF4Ti4mLjBk53jPsQEhERERERmSleQ0hERERERGSmmBASERERERGZKSaEREREREREZooJIRERERERkZliQkhERERERGSmmBASERERERGZKSaEREREREREZooJIRERERERkZliQkhERHe16OhoTJgwwWjPP2XKFLz99tu3VffRRx/FsmXL2jgiIiKiv4kEQRCMHQQREVFLiESimz6+ePFiLFiwAIIgwM7Orn2CauDUqVMYPnw4UlNToVQqb1n/zJkziIiIwOXLl6FSqdohQiIiMndMCImIyGRlZWXpf9+4cSMWLVqEpKQkfZlSqbytRKytTJ8+HRYWFli1atVtH9O/f39ER0djzpw5bRgZERGRDqeMEhGRyXJzc9PfVCoVRCKRQZlSqWw0ZTQyMhLz5s3D/PnzYW9vD1dXV3z55ZcoLy/HtGnTYGNjg4CAAPz+++8Gz3XmzBncd999UCqVcHV1xZQpU5CXl3fD2DQaDX766SeMHz/eoPzTTz9FYGAgLC0t4erqiokTJxo8Pn78eHz//fd33jhERES3gQkhERGZna+//hpOTk44evQo5s2bh9mzZ+Phhx/GwIEDERcXh1GjRmHKlCmoqKgAABQVFWH48OEIDQ3F8ePHsWPHDmRnZ2PSpEk3fI6EhAQUFxejX79++rLjx4/j2WefxZtvvomkpCTs2LEDERERBseFhYXh6NGjqK6ubpsXT0RE1AATQiIiMju9e/fG66+/jsDAQLzyyiuwtLSEk5MTZsyYgcDAQCxatAj5+flISEgAAHzyyScIDQ3F22+/jeDgYISGhmL16tXYu3cvkpOTm3yO1NRUSCQSuLi46MvS0tJgbW2NcePGwdfXF6GhoXj22WcNjvPw8EBNTY3BdFgiIqK2woSQiIjMTq9evfS/SyQSODo6omfPnvoyV1dXAEBOTg4A3eIwe/fu1V+TqFQqERwcDAC4ePFik89RWVkJuVxusPDNyJEj4evri06dOmHKlCnYsGGDfhSynkKhAIBG5URERG2BCSEREZkdqVRqcF8kEhmU1SdxWq0WAFBWVobx48cjPj7e4HbhwoVGUz7rOTk5oaKiAjU1NfoyGxsbxMXF4bvvvoO7uzsWLVqE3r17o6ioSF+noKAAAODs7Nwqr5WIiOhmmBASERHdQp8+fXD27Fn4+fkhICDA4GZtbd3kMSEhIQCAxMREg3ILCwtERUXh3XffRUJCAq5cuYI9e/boHz9z5gy8vLzg5OTUZq+HiIioHhNCIiKiW5gzZw4KCgowefJkHDt2DBcvXsQff/yBadOmQaPRNHmMs7Mz+vTpgwMHDujLtm3bho8++gjx8fFITU3FunXroNVqERQUpK+zf/9+jBo1qs1fExEREcCEkIiI6JY8PDxw8OBBaDQajBo1Cj179sT8+fNhZ2cHsfjGf0qnT5+ODRs26O/b2dlh06ZNGD58OLp27YpVq1bhu+++Q/fu3QEAVVVV2LJlC2bMmNHmr4mIiAjgxvRERERtprKyEkFBQdi4cSPCw8NvWf+zzz7D5s2bsXPnznaIjoiIiCOEREREbUahUGDdunU33cC+IalUio8//riNoyIiIvobRwiJiIiIiIjMFEcIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIiIiIiIjPFhJCIiIiIiMhMMSEkIiIiIiIyU0wIiYiIiIiIzBQTQiIi+v/260AAAAAAQJC/9SCXRQDAlBACAABMCSEAAMCUEAIAAEwJIQAAwJQQAgAATAU3D1R1ADvWBAAAAABJRU5ErkJggg==", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -1053,18 +1341,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "cfc803b4592447bd9500e4dbe2eab40f", + "model_id": "2481d5a5e9b44ac7bb6424a165101fcb", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -1088,18 +1376,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d079fa0ef946415ba22883eb9c06f0b0", + "model_id": "71090b6ef9ca4473889cd7c6eda20837", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -1637,7 +1925,7 @@ "metadata": { "hide_input": false, "kernelspec": { - "display_name": "Python 3.10.5 64-bit", + "display_name": "Python 3.10.0 ('rocketpy_dev')", "language": "python", "name": "python3" }, @@ -1651,11 +1939,11 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.5" + "version": "3.10.0" }, "vscode": { "interpreter": { - "hash": "26de051ba29f2982a8de78e945f0abaf191376122a1563185a90213a26c5da77" + "hash": "59ee05f09b472313b636ec8ef2b98477e505db7da462e17a2a6c52426ac2f597" } } }, From 412ea15c125c6d03944618b9bb9b5d09f1142b20 Mon Sep 17 00:00:00 2001 From: MateusStano Date: Thu, 17 Nov 2022 03:36:42 -0300 Subject: [PATCH 15/55] bug: fixed missing cpPosition initialization --- rocketpy/Rocket.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/rocketpy/Rocket.py b/rocketpy/Rocket.py index cb5a6e158..c314826b6 100644 --- a/rocketpy/Rocket.py +++ b/rocketpy/Rocket.py @@ -374,8 +374,9 @@ def evaluateStaticMargin(self): loaded with propellant in units of rocket diameter or calibers. """ - # Initialize total lift coefficient derivative + # Initialize total lift coefficient derivative and center of pressure position self.totalLiftCoeffDer = 0 + self.cpPosition = 0 # Calculate total lift coefficient derivative and center of pressure if len(self.aerodynamicSurfaces) > 0: From 26e4fd4eedb066530b1e35a2991fd0ec5b2237de Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sat, 19 Nov 2022 05:55:43 +0100 Subject: [PATCH 16/55] Squashed commit of the following: commit 99d8f6ca861a6ce5a0bb391f5397db3839b03932 Merge: a279e4e 505c201 Author: Giovani Hidalgo Ceotto Date: Thu Nov 17 23:01:52 2022 -0300 Merge pull request #300 from RocketPy-Team/fix/flight_bearing Fix: Flight Bearing commit 505c2012ef37d315628a8ca494fec071055cf33e Author: Gui-FernandesBR Date: Thu Nov 17 21:13:52 2022 +0100 TEST: prevent from numerical errors commit 00302e73cbb310b0c1dda0d7aaae9e5b2d880e29 Author: Gui-FernandesBR Date: Thu Nov 17 21:12:34 2022 +0100 MAINT: refactor bearing calculation commit a279e4e5a23ae7a42b164c6336287e5bdd76bfc4 Merge: 3b09de6 634d9e6 Author: Giovani Hidalgo Ceotto Date: Tue Nov 15 11:34:02 2022 -0300 Merge pull request #291 from RocketPy-Team/enh/funcify-and-set-discrete-based-on ENH: Function class - Funcify Decorator & setDiscreteBasedOnModel commit 634d9e68c2e8af3515d58df11eb545ec903b3705 Author: Giovani Hidalgo Ceotto Date: Tue Nov 15 11:26:09 2022 -0300 DOC: improvements to setDiscreteBasedOnModel docstring as suggest by @MateusStano commit 0e253a5c1cb1935f5831904125c57a432cbc61f8 Author: Giovani Hidalgo Ceotto Date: Mon Nov 14 01:55:40 2022 -0300 TST: add pytest doctest modules to GH actions commit df6cc36a083a3a01c48f34f962cf9ccb5e3b1206 Merge: 68625b2 71ca519 Author: Giovani Hidalgo Ceotto Date: Mon Nov 14 01:50:15 2022 -0300 Merge branch 'enh/funcify-and-set-discrete-based-on' of https://github.com/rocketpy-team/rocketpy into enh/funcify-and-set-discrete-based-on commit 68625b2ce9a049c11acfc95c56edc6859a619d15 Author: Giovani Hidalgo Ceotto Date: Mon Nov 14 01:50:05 2022 -0300 DOC: minor typo fix commit 71ca519f6486db19116b1dd7f4bafa9adf67170b Author: Lint Action Date: Mon Nov 14 04:44:56 2022 +0000 Fix code style issues with Black commit d6159fd89d99ebad220a91ef0b1bd28019727cf6 Author: Giovani Hidalgo Ceotto Date: Mon Nov 14 01:44:11 2022 -0300 TST: add doctest to Function module commit b1f5e37f9dba8b522b2bf8ad3912ac199055f2a0 Author: Giovani Hidalgo Ceotto Date: Mon Nov 14 01:43:28 2022 -0300 DOC: add more complete examples to docs for funcify_method commit 0f848e9f5ce76fc77eaf9334c680f594e4c1b48e Author: Giovani Hidalgo Ceotto Date: Mon Nov 14 01:42:54 2022 -0300 ENH: add support for methods with arguments in funcify decorator commit 24178686ed578e06ffc3c500fbfed47b1d66dc5c Author: Giovani Hidalgo Ceotto Date: Sun Nov 13 23:46:15 2022 -0300 MAINT: replace same domain check with np.array_equal commit f8ed237d7717d3a2d096cd80eae74a3803a0deb1 Author: Giovani Hidalgo Ceotto Date: Sun Nov 13 23:45:13 2022 -0300 DOC: improve Function.setDiscreteBasedOnModel doc strings with notes and example commit 42fb8b19666158b85bea9ce8c51b652706678d98 Author: Giovani Hidalgo Ceotto Date: Sun Nov 13 23:17:12 2022 -0300 DOC: improve doc strings for Function.reset method commit 61a5a12765c3e8459bdb4ee647ba717730685b34 Author: Giovani Hidalgo Ceotto Date: Sun Nov 13 14:42:11 2022 -0300 MAINT: avoid NaNs in Function.__truediv__ commit 8bfd7973b6b846461309d7b334351dcfe560e195 Author: Giovani Hidalgo Ceotto Date: Sun Nov 13 14:40:31 2022 -0300 MAINT: fix except blocks without defined exceptions commit a7b94a7c2e9f6e36f0489446f712381ef78d0d57 Author: Giovani Hidalgo Ceotto Date: Sun Nov 13 14:39:35 2022 -0300 ENH: create funcify_method decorator factory commit 64079637172171df397fc3a3389173243c80ec5e Author: Giovani Hidalgo Ceotto Date: Sun Nov 13 14:38:50 2022 -0300 ENH: implement Function.reset method commit 69ffc01cc0612f4203ed7c1a2ae84afef8d54181 Author: Giovani Hidalgo Ceotto Date: Sun Nov 13 14:38:24 2022 -0300 ENH: implement setDiscreteBasedOnModel commit 3b09de6cd76273111cd07aab308354b06680f8c9 Merge: ce5a730 a46aa2e Author: Giovani Hidalgo Ceotto Date: Sat Nov 12 23:34:53 2022 -0300 Merge pull request #283 from RocketPy-Team/fix/cached_property_py37 Fix: Cached Property support for Python 3.6 and 3.7 commit a46aa2efca8294357ec16e7274e466062c08eab2 Author: Lint Action Date: Sun Nov 13 02:09:36 2022 +0000 Fix code style issues with Black commit b81e30f8d9c22b7f66ea5c544b6f27364525ffbe Author: Giovani Hidalgo Ceotto Date: Sat Nov 12 23:09:03 2022 -0300 ENH: Prevents cached_property decorator from being used before `__set_name__` commit d7a8e604530285d3f6d1c7c87ed949785829be22 Author: Giovani Hidalgo Ceotto Date: Sat Nov 12 00:43:48 2022 -0300 FIX: import local cached_property if standard does not exist commit d24fce726ff77b0d00e653a651c7045f728ce4ff Author: Giovani Hidalgo Ceotto Date: Sat Nov 12 00:43:09 2022 -0300 ENH: created a cached_property decorator --- .github/workflows/test_pytest.yaml | 4 +- rocketpy/Flight.py | 42 +--- rocketpy/Function.py | 304 +++++++++++++++++++++++++++-- rocketpy/tools.py | 25 +++ tests/test_flight.py | 2 +- 5 files changed, 330 insertions(+), 47 deletions(-) create mode 100644 rocketpy/tools.py diff --git a/.github/workflows/test_pytest.yaml b/.github/workflows/test_pytest.yaml index 8bb5bfc03..b775a3dd3 100644 --- a/.github/workflows/test_pytest.yaml +++ b/.github/workflows/test_pytest.yaml @@ -29,4 +29,6 @@ jobs: python setup.py install - name: Test with pytest run: | - pytest \ No newline at end of file + pytest + cd rocketpy + pytest --doctest-modules \ No newline at end of file diff --git a/rocketpy/Flight.py b/rocketpy/Flight.py index e6e178909..520bc9b73 100644 --- a/rocketpy/Flight.py +++ b/rocketpy/Flight.py @@ -9,7 +9,6 @@ import math import time import warnings -from functools import cached_property import matplotlib.pyplot as plt import numpy as np @@ -18,6 +17,11 @@ from .Function import Function +try: + from functools import cached_property +except ImportError: + from .tools import cached_property + class Flight: """Keeps all flight information and has a method to simulate flight. @@ -2947,9 +2951,8 @@ def drift(self): return drift @cached_property - def bearing(self, interpolation="spline", extrapolation="natural"): + def bearing(self): """Rocket bearing compass, in degrees, at each time step. - Returns ------- bearing: Function @@ -2959,41 +2962,14 @@ def bearing(self, interpolation="spline", extrapolation="natural"): # Get some nicknames t = self.x[:, 0] x, y = self.x[:, 1], self.y[:, 1] - bearing = [] - for i in range(len(t)): - # Forcing arctan2(0, 0) = self.heading - if abs(x[i]) < 1e-6 and abs(y[i]) < 1e-6: - bearing.append(np.deg2rad(self.heading)) - elif abs(x[i]) < 1e-6: # check if the rocket is on x axis - if y[i] > 0: - bearing.append(0) - else: - bearing.append(np.pi) - elif abs(y[i]) < 1e-6: # check if the rocket is on x axis - if x[i] > 0: - bearing.append(np.pi / 2) - else: - bearing.append(3 * np.pi / 2) - else: - # Calculate bearing as the azimuth considering different quadrants - if x[i] * y[i] < 0 and x[i] < 0: # Fourth quadrant - bearing.append(-np.pi / 2 + np.arctan(abs(y[i]) / abs(x[i]))) - elif x[i] * y[i] < 0 and x[i] > 0: # Second quadrant - bearing.append(np.pi / 2 + np.arctan(abs(x[i]) / abs(y[i]))) - elif x[i] * y[i] > 0 and x[i] < 0: # Third quadrant - bearing.append(np.pi + np.arctan(abs(x[i]) / abs(y[i]))) - else: # First quadrant - bearing.append(np.arctan(abs(x[i]) / abs(y[i]))) - - bearing = np.rad2deg(bearing) + + # Calculate the bearing and to a Function object + bearing = (2 * np.pi - np.arctan2(-x, y)) * (180 / np.pi) bearing = np.column_stack((t, bearing)) - print(bearing) bearing = Function( bearing, "Time (s)", "Bearing (deg)", - interpolation, - extrapolation, ) return bearing diff --git a/rocketpy/Function.py b/rocketpy/Function.py index 8602436ce..d369c86f6 100644 --- a/rocketpy/Function.py +++ b/rocketpy/Function.py @@ -473,6 +473,159 @@ def setDiscrete( self.__interpolation__ = "shepard" return self + def setDiscreteBasedOnModel(self, modelFunction, oneByOne=True): + """This method transforms the domain of Function instance into a list of + discrete points based on the domain of a model Function instance. It does so by + retrieving the domain, domain name, interpolation method and extrapolation + method of the model Function instance. It then evaluates the original Function + instance in all points of the retrieved domain to generate the list of discrete + points that will be used for interpolation when this Function is called. + + Parameters + ---------- + modelFunction : Function + Function object that will be used to define the sampling points, + interpolation method and extrapolation method. + Must be a Function whose source attribute is a list (i.e. a list based + Function instance). + Must have the same domain dimension as the Function to be discretized. + + oneByOne : boolean, optional + If True, evaluate Function in each sample point separately. If + False, evaluates Function in vectorized form. Default is True. + + Returns + ------- + self : Function + + See also + -------- + Function.setDiscrete + + Examples + -------- + This method is particularly useful when algebraic operations are carried out + using Function instances defined by different discretized domains (same range, + but different mesh size). Once an algebraic operation is done, it will not + directly be applied between the list of discrete points of the two Function + instances. Instead, the result will be a Function instance defined by a callable + that calls both Function instances and performs the operation. This makes the + evaluation of the resulting Function inefficient, due to extra function calling + overhead and multiple interpolations being carried out. + + >>> from rocketpy import Function + >>> f = Function([(0, 0), (1, 1), (2, 4), (3, 9), (4, 16)]) + >>> g = Function([(0, 0), (2, 2), (4, 4)]) + >>> h = f * g + >>> type(h.source) + + + Therefore, it is good practice to make sure both Function instances are defined + by the same domain, i.e. by the same list of mesh points. This way, the + algebraic operation will be carried out directly between the lists of discrete + points, generating a new Function instance defined by this result. When it is + evaluated, there are no extra function calling overheads neither multiple + interpolations. + + >>> g.setDiscreteBasedOnModel(f) + Function from R1 to R1 : (Scalar) → (Scalar) + >>> h = f * g + >>> h.source + array([[ 0., 0.], + [ 1., 1.], + [ 2., 8.], + [ 3., 27.], + [ 4., 64.]]) + + Notes + ----- + 1. This method performs in place replacement of the original Function object + source. + + 2. This method is similar to setDiscrete, but it uses the domain of a model + Function to define the domain of the new Function instance. + """ + if not isinstance(modelFunction.source, np.ndarray): + raise TypeError("modelFunction must be a list based Function.") + if modelFunction.__domDim__ != self.__domDim__: + raise ValueError("modelFunction must have the same domain dimension.") + + if self.__domDim__ == 1: + Xs = modelFunction.source[:, 0] + Ys = self.getValue(Xs.tolist()) if oneByOne else self.getValue(Xs) + self.source = np.concatenate(([Xs], [Ys])).transpose() + elif self.__domDim__ == 2: + # Create nodes to evaluate function + Xs = modelFunction.source[:, 0] + Ys = modelFunction.source[:, 1] + Xs, Ys = np.meshgrid(Xs, Ys) + Xs, Ys = Xs.flatten(), Ys.flatten() + mesh = [[Xs[i], Ys[i]] for i in range(len(Xs))] + # Evaluate function at all mesh nodes and convert it to matrix + Zs = np.array(self.getValue(mesh)) + self.source = np.concatenate(([Xs], [Ys], [Zs])).transpose() + + self.setInterpolation(modelFunction.__interpolation__) + self.setExtrapolation(modelFunction.__extrapolation__) + return self + + def reset( + self, + inputs=None, + outputs=None, + interpolation=None, + extrapolation=None, + ): + """This method allows the user to reset the inputs, outputs, interpolation + and extrapolation settings of a Function object, all at once, without + having to call each of the corresponding methods. + + Parameters + ---------- + inputs : string, sequence of strings, optional + List of input variable names. If None, the original inputs are kept. + See Function.setInputs for more information. + outputs : string, sequence of strings, optional + List of output variable names. If None, the original outputs are kept. + See Function.setOutputs for more information. + interpolation : string, optional + Interpolation method to be used if source type is ndarray. + See Function.setInterpolation for more information. + extrapolation : string, optional + Extrapolation method to be used if source type is ndarray. + See Function.setExtrapolation for more information. + + Examples + -------- + A simple use case is to reset the inputs and outputs of a Function object + that has been defined by algebraic manipulation of other Function objects. + + >>> from rocketpy import Function + >>> v = Function(lambda t: (9.8*t**2)/2, inputs='t', outputs='v') + >>> mass = 10 # Mass + >>> kinetic_energy = mass * v**2 / 2 + >>> v.getInputs(), v.getOutputs() + (['t'], ['v']) + >>> kinetic_energy + Function from R1 to R1 : (x) → (Scalar) + >>> kinetic_energy.reset(inputs='t', outputs='Kinetic Energy'); + Function from R1 to R1 : (t) → (Kinetic Energy) + + Returns + ------- + self : Function + """ + if inputs is not None: + self.setInputs(inputs) + if outputs is not None: + self.setOutputs(outputs) + if interpolation is not None and interpolation != self.__interpolation__: + self.setInterpolation(interpolation) + if extrapolation is not None and extrapolation != self.__extrapolation__: + self.setExtrapolation(extrapolation) + + return self + # Define all get methods def getInputs(self): "Return tuple of inputs of the function." @@ -1425,7 +1578,7 @@ def __interpolateAkima__(self): # Define all possible algebraic operations def __truediv__(self, other): - """Devides a Function object and returns a new Function object + """Divides a Function object and returns a new Function object which gives the result of the division. Only implemented for 1D domains. @@ -1454,10 +1607,12 @@ def __truediv__(self, other): and isinstance(self.source, np.ndarray) and self.__interpolation__ == other.__interpolation__ and self.__inputs__ == other.__inputs__ - and np.any(self.source[:, 0] - other.source[:, 0]) == False + and np.array_equal(self.source[:, 0], other.source[:, 0]) ): # Operate on grid values - Ys = self.source[:, 1] / other.source[:, 1] + with np.errstate(divide="ignore"): + Ys = self.source[:, 1] / other.source[:, 1] + Ys = np.nan_to_num(Ys) Xs = self.source[:, 0] source = np.concatenate(([Xs], [Ys])).transpose() # Retrieve inputs, outputs and interpolation @@ -1470,7 +1625,7 @@ def __truediv__(self, other): else: return Function(lambda x: (self.getValueOpt2(x) / other(x))) # If other is Float except... - except: + except AttributeError: if isinstance(other, (float, int, complex)): # Check if Function object source is array or callable if isinstance(self.source, np.ndarray): @@ -1556,7 +1711,7 @@ def __pow__(self, other): and isinstance(self.source, np.ndarray) and self.__interpolation__ == other.__interpolation__ and self.__inputs__ == other.__inputs__ - and np.any(self.source[:, 0] - other.source[:, 0]) == False + and np.array_equal(self.source[:, 0], other.source[:, 0]) ): # Operate on grid values Ys = self.source[:, 1] ** other.source[:, 1] @@ -1572,7 +1727,7 @@ def __pow__(self, other): else: return Function(lambda x: (self.getValueOpt2(x) ** other(x))) # If other is Float except... - except: + except AttributeError: if isinstance(other, (float, int, complex)): # Check if Function object source is array or callable if isinstance(self.source, np.ndarray): @@ -1658,7 +1813,7 @@ def __mul__(self, other): and isinstance(self.source, np.ndarray) and self.__interpolation__ == other.__interpolation__ and self.__inputs__ == other.__inputs__ - and np.any(self.source[:, 0] - other.source[:, 0]) == False + and np.array_equal(self.source[:, 0], other.source[:, 0]) ): # Operate on grid values Ys = self.source[:, 1] * other.source[:, 1] @@ -1674,7 +1829,7 @@ def __mul__(self, other): else: return Function(lambda x: (self.getValue(x) * other(x))) # If other is Float except... - except: + except AttributeError: if isinstance(other, (float, int, complex)): # Check if Function object source is array or callable if isinstance(self.source, np.ndarray): @@ -1760,7 +1915,7 @@ def __add__(self, other): and isinstance(self.source, np.ndarray) and self.__interpolation__ == other.__interpolation__ and self.__inputs__ == other.__inputs__ - and np.any(self.source[:, 0] - other.source[:, 0]) == False + and np.array_equal(self.source[:, 0], other.source[:, 0]) ): # Operate on grid values Ys = self.source[:, 1] + other.source[:, 1] @@ -1776,7 +1931,7 @@ def __add__(self, other): else: return Function(lambda x: (self.getValue(x) + other(x))) # If other is Float except... - except: + except AttributeError: if isinstance(other, (float, int, complex)): # Check if Function object source is array or callable if isinstance(self.source, np.ndarray): @@ -1862,7 +2017,7 @@ def __sub__(self, other): and isinstance(self.source, np.ndarray) and self.__interpolation__ == other.__interpolation__ and self.__inputs__ == other.__inputs__ - and np.any(self.source[:, 0] - other.source[:, 0]) == False + and np.array_equal(self.source[:, 0], other.source[:, 0]) ): # Operate on grid values Ys = self.source[:, 1] - other.source[:, 1] @@ -1878,7 +2033,7 @@ def __sub__(self, other): else: return Function(lambda x: (self.getValue(x) * other(x))) # If other is Float except... - except: + except AttributeError: if isinstance(other, (float, int, complex)): # Check if Function object source is array or callable if isinstance(self.source, np.ndarray): @@ -2030,3 +2185,128 @@ def differentiate(self, x, dx=1e-6): # h = (10)**-300 # z = x + h*1j # return self(z).imag/h + + +def funcify_method(*args, **kwargs): + """Decorator factory to wrap methods as Function objects and save them as cached + properties. + + Parameters + ---------- + *args : list + Positional arguments to be passed to rocketpy.Function. + **kwargs : dict + Keyword arguments to be passed to rocketpy.Function. + + Returns + ------- + decorator : function + Decorator function to wrap callables as Function objects. + + Examples + -------- + There are 3 types of methods that this decorator supports: + + 1. Method which returns a valid rocketpy.Function source argument. + + >>> from rocketpy.Function import funcify_method + >>> class Example(): + ... @funcify_method(inputs=['x'], outputs=['y']) + ... def f(self): + ... return lambda x: x**2 + >>> example = Example() + >>> example.f + Function from R1 to R1 : (x) → (y) + + Normal algebra can be performed afterwards: + + >>> g = 2*example.f + 3 + >>> g(2) + 11 + + 2. Method which returns a rocketpy.Function instance. An interesting use is to reset + input and output names after algebraic operations. + + >>> class Example(): + ... @funcify_method(inputs=['x'], outputs=['x**3']) + ... def cube(self): + ... f = Function(lambda x: x**2) + ... g = Function(lambda x: x**5) + ... return g / f + >>> example = Example() + >>> example.cube + Function from R1 to R1 : (x) → (x**3) + + 3. Method which is itself a valid rocketpy.Function source argument. + + >>> class Example(): + ... @funcify_method('x', 'f(x)') + ... def f(self, x): + ... return x**2 + >>> example = Example() + >>> example.f + Function from R1 to R1 : (x) → (f(x)) + + In order to reset the cache, just delete de attribute from the instance: + + >>> del example.f + + Once it is requested again, it will be re-created as a new Function object: + + >>> example.f + Function from R1 to R1 : (x) → (f(x)) + """ + func = None + if len(args) == 1 and callable(args[0]): + func = args[0] + args = [] + + class funcify_method_decorator: + def __init__(self, func): + self.func = func + self.attrname = None + self.__doc__ = func.__doc__ + + def __set_name__(self, owner, name): + self.attrname = name + + def __get__(self, instance, owner=None): + if instance is None: + return self + cache = instance.__dict__ + try: + # If cache is ready, return it + val = cache[self.attrname] + except KeyError: + # If cache is not ready, create it + try: + # Handle methods which return Function instances + val = self.func(instance).reset(*args, **kwargs) + except AttributeError: + # Handle methods which return a valid source + source = self.func(instance) + val = Function(source, *args, **kwargs) + except TypeError: + # Handle methods which are the source themselves + source = lambda *_: self.func(instance, *_) + val = Function(source, *args, **kwargs) + except Exception: + raise Exception( + "Could not create Function object from method " + f"{self.func.__name__}." + ) + + val.__doc__ = self.__doc__ + cache[self.attrname] = val + return val + + if func: + return funcify_method_decorator(func) + else: + return funcify_method_decorator + + +if __name__ == "__main__": + import doctest + + doctest.testmod() diff --git a/rocketpy/tools.py b/rocketpy/tools.py new file mode 100644 index 000000000..9b5d1b59c --- /dev/null +++ b/rocketpy/tools.py @@ -0,0 +1,25 @@ +_NOT_FOUND = object() + + +class cached_property: + def __init__(self, func): + self.func = func + self.attrname = None + self.__doc__ = func.__doc__ + + def __set_name__(self, owner, name): + self.attrname = name + + def __get__(self, instance, owner=None): + if instance is None: + return self + if self.attrname is None: + raise TypeError( + "Cannot use cached_property instance without calling __set_name__ on it." + ) + cache = instance.__dict__ + val = cache.get(self.attrname, _NOT_FOUND) + if val is _NOT_FOUND: + val = self.func(instance) + cache[self.attrname] = val + return val diff --git a/tests/test_flight.py b/tests/test_flight.py index 9c66a7b3a..6038d1807 100644 --- a/tests/test_flight.py +++ b/tests/test_flight.py @@ -747,5 +747,5 @@ def test_latlon_conversions2(mock_show): test_flight.postProcess() - assert test_flight.longitude(test_flight.tFinal) == 0 + assert abs(test_flight.longitude(test_flight.tFinal) - 0) < 1e-12 assert test_flight.latitude(test_flight.tFinal) > 0 From 7e806b2c2fc637d2c68abfda094ca432a8a77618 Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sat, 19 Nov 2022 06:32:43 +0100 Subject: [PATCH 17/55] TST: conftest.py refactored to dist. vs posit. --- tests/conftest.py | 18 ++++++++++++------ 1 file changed, 12 insertions(+), 6 deletions(-) diff --git a/tests/conftest.py b/tests/conftest.py index b08ad8752..298425648 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -19,6 +19,7 @@ def solid_motor(): example_motor = SolidMotor( thrustSource="data/motors/Cesaroni_M1670.eng", burnOut=3.9, + grainsCenterOfMassPosition=0.39796, grainNumber=5, grainSeparation=5 / 1000, grainDensity=1815, @@ -26,8 +27,11 @@ def solid_motor(): grainInitialInnerRadius=15 / 1000, grainInitialHeight=120 / 1000, nozzleRadius=33 / 1000, + nozzlePosition=0, throatRadius=11 / 1000, + reshapeThrustCurve=False, interpolationMethod="linear", + coordinateSystemOrientation="nozzleToCombustionChamber", ) return example_motor @@ -35,16 +39,16 @@ def solid_motor(): @pytest.fixture def rocket(solid_motor): example_rocket = Rocket( - motor=solid_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag="data/calisto/powerOffDragCurve.csv", powerOnDrag="data/calisto/powerOnDragCurve.csv", + centerOfDryMassPosition=0, + coordinateSystemOrientation="tailToNose", ) + example_rocket.addMotor(solid_motor, position=-1.255) return example_rocket @@ -72,6 +76,8 @@ def dimensionless_solid_motor(kg, m): nozzleRadius=33 / 1000 * m, throatRadius=11 / 1000 * m, interpolationMethod="linear", + grainsCenterOfMassPosition=0.39796 * m, + coordinateSystemOrientation="nozzleToCombustionChamber", ) return example_motor @@ -79,16 +85,16 @@ def dimensionless_solid_motor(kg, m): @pytest.fixture def dimensionless_rocket(kg, m, dimensionless_solid_motor): example_rocket = Rocket( - motor=dimensionless_solid_motor, radius=127 / 2000 * m, mass=(19.197 - 2.956) * kg, inertiaI=6.60 * (kg * m**2), inertiaZ=0.0351 * (kg * m**2), - distanceRocketNozzle=-1.255 * m, - distanceRocketPropellant=-0.85704 * m, powerOffDrag="data/calisto/powerOffDragCurve.csv", powerOnDrag="data/calisto/powerOnDragCurve.csv", + centerOfDryMassPosition=0 * m, + coordinateSystemOrientation="tailToNose", ) + example_rocket.addMotor(dimensionless_solid_motor, position=-1.255 * m) return example_rocket From c88fb136f265d52d6d99383f6cb1dce461e269d9 Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sat, 19 Nov 2022 06:37:42 +0100 Subject: [PATCH 18/55] TST: solidmotor tests refactored dist vs pos --- tests/test_solidmotor.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/tests/test_solidmotor.py b/tests/test_solidmotor.py index da8b6411d..abae42249 100644 --- a/tests/test_solidmotor.py +++ b/tests/test_solidmotor.py @@ -31,6 +31,8 @@ def test_motor(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", + grainsCenterOfMassPosition=0.39796, + coordinateSystemOrientation="nozzleToCombustionChamber", ) assert example_motor.allInfo() == None @@ -225,6 +227,8 @@ def test_reshape_thrust_curve_asserts_resultant_thrust_curve_correct(): throatRadius=11 / 1000, reshapeThrustCurve=(5, 3000), interpolationMethod="linear", + grainsCenterOfMassPosition=0.39796, + coordinateSystemOrientation="nozzleToCombustionChamber", ) thrust_reshaped = example_motor.thrust.getSource() From 0b4667c022a95ac8b0468cb37e5c42a9aae207ed Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sat, 19 Nov 2022 18:39:41 +0100 Subject: [PATCH 19/55] TST: Fix 80% of test_rocket tests --- tests/test_rocket.py | 79 ++++++++++++++++++++++++-------------------- 1 file changed, 43 insertions(+), 36 deletions(-) diff --git a/tests/test_rocket.py b/tests/test_rocket.py index 29710c044..90babd5ce 100644 --- a/tests/test_rocket.py +++ b/tests/test_rocket.py @@ -1,9 +1,9 @@ from unittest.mock import patch -import pytest import numpy as np +import pytest -from rocketpy import Environment, SolidMotor, Rocket, Flight, Parachute +from rocketpy import Rocket, SolidMotor @patch("matplotlib.pyplot.show") @@ -20,30 +20,33 @@ def test_rocket(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", + grainsCenterOfMassPosition=0.39796, + coordinateSystemOrientation="nozzleToCombustionChamber", ) test_rocket = Rocket( - motor=test_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag="data/calisto/powerOffDragCurve.csv", powerOnDrag="data/calisto/powerOnDragCurve.csv", + centerOfDryMassPosition=0, + coordinateSystemOrientation="tailToNose", ) + test_rocket.addMotor(test_motor, position=-1.255) + test_rocket.setRailButtons([0.2, -0.5]) NoseCone = test_rocket.addNose( - length=0.55829, kind="vonKarman", distanceToCM=0.71971 + length=0.55829, kind="vonKarman", position=1.278, name="NoseCone" ) FinSet = test_rocket.addTrapezoidalFins( - 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956 + 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956 ) Tail = test_rocket.addTail( - topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656 + topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656 ) def drogueTrigger(p, y): @@ -95,30 +98,33 @@ def test_elliptical_fins(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", + grainsCenterOfMassPosition=0.39796, + coordinateSystemOrientation="nozzleToCombustionChamber", ) test_rocket = Rocket( - motor=test_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag="data/calisto/powerOffDragCurve.csv", powerOnDrag="data/calisto/powerOnDragCurve.csv", + centerOfDryMassPosition=0, + coordinateSystemOrientation="tailToNose", ) + test_rocket.addMotor(test_motor, position=-1.255) + test_rocket.setRailButtons([0.2, -0.5]) NoseCone = test_rocket.addNose( - length=0.55829, kind="vonKarman", distanceToCM=0.71971 + length=0.55829, kind="vonKarman", position=1.278, name="NoseCone" ) FinSet = test_rocket.addEllipticalFins( - 4, span=0.100, rootChord=0.120, distanceToCM=-1.04956 + 4, span=0.100, rootChord=0.120, position=-1.04956 ) Tail = test_rocket.addTail( - topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656 + topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656 ) def drogueTrigger(p, y): @@ -170,31 +176,34 @@ def test_airfoil(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", + grainsCenterOfMassPosition=0.39796, + coordinateSystemOrientation="nozzleToCombustionChamber", ) test_rocket = Rocket( - motor=test_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag="data/calisto/powerOffDragCurve.csv", powerOnDrag="data/calisto/powerOnDragCurve.csv", + centerOfDryMassPosition=0, + coordinateSystemOrientation="tailToNose", ) + test_rocket.addMotor(test_motor, position=-1.255) + test_rocket.setRailButtons([0.2, -0.5]) NoseCone = test_rocket.addNose( - length=0.55829, kind="vonKarman", distanceToCM=0.71971 + length=0.55829, kind="vonKarman", position=1.278, name="NoseCone" ) FinSetNACA = test_rocket.addTrapezoidalFins( 2, span=0.100, rootChord=0.120, tipChord=0.040, - distanceToCM=-1.04956, + position=-1.04956, airfoil=("tests/fixtures/airfoils/NACA0012-radians.txt", "radians"), ) FinSetE473 = test_rocket.addTrapezoidalFins( @@ -202,11 +211,11 @@ def test_airfoil(mock_show): span=0.100, rootChord=0.120, tipChord=0.040, - distanceToCM=-1.04956, + position=-1.04956, airfoil=("tests/fixtures/airfoils/e473-10e6-degrees.csv", "degrees"), ) Tail = test_rocket.addTail( - topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656 + topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656 ) def drogueTrigger(p, y): @@ -269,8 +278,8 @@ def test_evaluate_static_margin_assert_cp_equals_cm(kg, m, dimensionless_rocket) ), ) def test_add_nose_assert_cp_cm_plus_nose(k, type, rocket, dimensionless_rocket, m): - rocket.addNose(length=0.55829, kind=type, distanceToCM=0.71971) - cpz = 0.71971 + k * 0.55829 + rocket.addNose(length=0.55829, kind=type, position=1.278) + cpz = 0.71971 + k * 0.55829 # Relative to the center of dry mass clalpha = 2 static_margin_initial = (rocket.centerOfMass(0) - cpz) / (2 * rocket.radius) @@ -282,9 +291,7 @@ def test_add_nose_assert_cp_cm_plus_nose(k, type, rocket, dimensionless_rocket, assert clalpha == pytest.approx(rocket.totalLiftCoeffDer, 1e-12) assert rocket.cpPosition == pytest.approx(cpz, 1e-12) - dimensionless_rocket.addNose( - length=0.55829 * m, kind=type, distanceToCM=0.71971 * m - ) + dimensionless_rocket.addNose(length=0.55829 * m, kind=type, position=1.278 * m) assert pytest.approx(dimensionless_rocket.staticMargin(0), 1e-12) == pytest.approx( rocket.staticMargin(0), 1e-12 ) @@ -304,7 +311,7 @@ def test_add_tail_assert_cp_cm_plus_tail(rocket, dimensionless_rocket, m): topRadius=0.0635, bottomRadius=0.0435, length=0.060, - distanceToCM=-1.194656, + position=-1.194656, ) clalpha = -2 * (1 - (0.0635 / 0.0435) ** (-2)) * (0.0635 / (rocket.radius)) ** 2 @@ -324,7 +331,7 @@ def test_add_tail_assert_cp_cm_plus_tail(rocket, dimensionless_rocket, m): topRadius=0.0635 * m, bottomRadius=0.0435 * m, length=0.060 * m, - distanceToCM=-1.194656 * m, + position=-1.194656 * m, ) assert pytest.approx(dimensionless_rocket.staticMargin(0), 1e-12) == pytest.approx( rocket.staticMargin(0), 1e-12 @@ -348,7 +355,7 @@ def test_add_trapezoidal_fins_sweep_angle( rocket, sweep_angle, expected_fin_cpz, expected_clalpha, expected_cpz_cm ): # Reference values from OpenRocket - Nose = rocket.addNose(length=0.55829, kind="vonKarman", distanceToCM=0.71971) + Nose = rocket.addNose(length=0.55829, kind="vonKarman", position=1.278) FinSet = rocket.addTrapezoidalFins( n=3, @@ -356,12 +363,12 @@ def test_add_trapezoidal_fins_sweep_angle( rootChord=0.100, tipChord=0.050, sweepAngle=sweep_angle, - distanceToCM=-1.182, + position=-1.182, ) # Check center of pressure translate = 0.55829 + 0.71971 - cpz = FinSet.cp[2] + cpz = -1.182 - FinSet.cpz # Should be - 1.232 assert translate - cpz == pytest.approx(expected_fin_cpz, 0.01) # Check lift coefficient derivative @@ -380,7 +387,7 @@ def test_add_trapezoidal_fins_sweep_length( rocket, sweep_length, expected_fin_cpz, expected_clalpha, expected_cpz_cm ): # Reference values from OpenRocket - Nose = rocket.addNose(length=0.55829, kind="vonKarman", distanceToCM=0.71971) + Nose = rocket.addNose(length=0.55829, kind="vonKarman", position=1.278) FinSet = rocket.addTrapezoidalFins( n=3, @@ -388,12 +395,12 @@ def test_add_trapezoidal_fins_sweep_length( rootChord=0.100, tipChord=0.050, sweepLength=sweep_length, - distanceToCM=-1.182, + position=-1.182, ) # Check center of pressure translate = 0.55829 + 0.71971 - cpz = FinSet.cp[2] + cpz = -FinSet.cp[2] - 1.182 assert translate - cpz == pytest.approx(expected_fin_cpz, 0.01) # Check lift coefficient derivative @@ -410,7 +417,7 @@ def test_add_fins_assert_cp_cm_plus_fins(rocket, dimensionless_rocket, m): span=0.100, rootChord=0.120, tipChord=0.040, - distanceToCM=-1.04956, + position=-1.04956, ) cpz = -1.04956 - ( @@ -442,7 +449,7 @@ def test_add_fins_assert_cp_cm_plus_fins(rocket, dimensionless_rocket, m): span=0.100 * m, rootChord=0.120 * m, tipChord=0.040 * m, - distanceToCM=-1.04956 * m, + position=-1.04956 * m, ) assert pytest.approx(dimensionless_rocket.staticMargin(0), 1e-12) == pytest.approx( rocket.staticMargin(0), 1e-12 From 4a0dc3d7aedee998a202a00ae703cb71bcb993b5 Mon Sep 17 00:00:00 2001 From: MateusStano Date: Sat, 19 Nov 2022 16:17:16 -0300 Subject: [PATCH 20/55] tst: fixed rocket nosecone tests --- rocketpy/AeroSurfaces.py | 2 ++ tests/test_rocket.py | 8 ++++---- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/rocketpy/AeroSurfaces.py b/rocketpy/AeroSurfaces.py index 48a9d93c4..9d3c718ab 100644 --- a/rocketpy/AeroSurfaces.py +++ b/rocketpy/AeroSurfaces.py @@ -114,7 +114,9 @@ def __init__( self.k = 0.563 else: self.k = 0.5 + # Calculate cp position in local coordinates + # Local coordinate origin is found at the tip of the nose cone self.cpz = self.k * length self.cpy = 0 self.cpx = 0 diff --git a/tests/test_rocket.py b/tests/test_rocket.py index 90babd5ce..6b7295358 100644 --- a/tests/test_rocket.py +++ b/tests/test_rocket.py @@ -270,16 +270,16 @@ def test_evaluate_static_margin_assert_cp_equals_cm(kg, m, dimensionless_rocket) @pytest.mark.parametrize( "k, type", ( - [1 - 1 / 3, "conical"], - [1 - 0.534, "ogive"], - [1 - 0.437, "lvhaack"], + [2 / 3, "conical"], + [0.466, "ogive"], + [0.563, "lvhaack"], [0.5, "default"], [0.5, "not a mapped string, to show default case"], ), ) def test_add_nose_assert_cp_cm_plus_nose(k, type, rocket, dimensionless_rocket, m): rocket.addNose(length=0.55829, kind=type, position=1.278) - cpz = 0.71971 + k * 0.55829 # Relative to the center of dry mass + cpz = 1.278 - k * 0.55829 # Relative to the center of dry mass clalpha = 2 static_margin_initial = (rocket.centerOfMass(0) - cpz) / (2 * rocket.radius) From b1f90a74fa96125a662097fc8030edaa52636742 Mon Sep 17 00:00:00 2001 From: MateusStano Date: Sat, 19 Nov 2022 17:06:10 -0300 Subject: [PATCH 21/55] tst: fixed flight tests --- tests/test_flight.py | 135 ++++++++++++++++++++++++------------------- 1 file changed, 76 insertions(+), 59 deletions(-) diff --git a/tests/test_flight.py b/tests/test_flight.py index 6038d1807..ef665bb9f 100644 --- a/tests/test_flight.py +++ b/tests/test_flight.py @@ -7,6 +7,7 @@ from scipy import optimize from rocketpy import Environment, Flight, Function, Rocket, SolidMotor +from rocketpy.AeroSurfaces import AeroSurfaces plt.rcParams.update({"figure.max_open_warning": 0}) @@ -31,21 +32,21 @@ def setup_rocket_with_given_static_margin(rocket, static_margin): Rocket with the given static margin. """ - def compute_static_margin_error_given_distance(distanceToCM, static_margin, rocket): - rocket.aerodynamicSurfaces = [] - rocket.addNose(length=0.5, kind="vonKarman", distanceToCM=1.0) + def compute_static_margin_error_given_distance(position, static_margin, rocket): + rocket.aerodynamicSurfaces = AeroSurfaces() + rocket.addNose(length=0.5, kind="vonKarman", position=1.0 + 0.5) rocket.addTrapezoidalFins( 4, span=0.100, rootChord=0.100, tipChord=0.100, - distanceToCM=distanceToCM, + position=position, ) rocket.addTail( topRadius=0.0635, bottomRadius=0.0435, length=0.060, - distanceToCM=-1.194656, + position=-1.194656, ) return rocket.staticMargin(0) - static_margin @@ -76,6 +77,7 @@ def test_flight(mock_show): test_motor = SolidMotor( thrustSource="data/motors/Cesaroni_M1670.eng", burnOut=3.9, + grainsCenterOfMassPosition=-0.85704, grainNumber=5, grainSeparation=5 / 1000, grainDensity=1815, @@ -85,30 +87,31 @@ def test_flight(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", + nozzlePosition=-1.255, + coordinateSystemOrientation="nozzleToCombustionChamber", ) test_rocket = Rocket( - motor=test_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag="data/calisto/powerOffDragCurve.csv", powerOnDrag="data/calisto/powerOnDragCurve.csv", ) test_rocket.setRailButtons([0.2, -0.5]) + test_rocket.addMotor(test_motor, position=-1.255) + NoseCone = test_rocket.addNose( - length=0.55829, kind="vonKarman", distanceToCM=0.71971 + length=0.55829, kind="vonKarman", position=0.71971 + 0.558291 ) FinSet = test_rocket.addTrapezoidalFins( - 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956 + 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956 ) Tail = test_rocket.addTail( - topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656 + topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656 ) def drogueTrigger(p, y): @@ -165,6 +168,7 @@ def test_initial_solution(mock_show): test_motor = SolidMotor( thrustSource="data/motors/Cesaroni_M1670.eng", burnOut=3.9, + grainsCenterOfMassPosition=-0.85704, grainNumber=5, grainSeparation=5 / 1000, grainDensity=1815, @@ -174,30 +178,31 @@ def test_initial_solution(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", + nozzlePosition=-1.255, + coordinateSystemOrientation="nozzleToCombustionChamber", ) test_rocket = Rocket( - motor=test_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag="data/calisto/powerOffDragCurve.csv", powerOnDrag="data/calisto/powerOnDragCurve.csv", ) test_rocket.setRailButtons([0.2, -0.5]) + test_rocket.addMotor(test_motor, position=-1.255) + NoseCone = test_rocket.addNose( - length=0.55829, kind="vonKarman", distanceToCM=0.71971 + length=0.55829, kind="vonKarman", position=0.71971 + 0.558291 ) FinSet = test_rocket.addTrapezoidalFins( - 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956 + 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956 ) Tail = test_rocket.addTail( - topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656 + topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656 ) def drogueTrigger(p, y): @@ -289,6 +294,7 @@ def test_stability_static_margins(wind_u, wind_v, static_margin, max_time): DummyMotor = SolidMotor( thrustSource=1e-300, burnOut=1e-10, + grainsCenterOfMassPosition=-0.85704, grainNumber=5, grainSeparation=5 / 1000, grainDensity=1e-300, @@ -297,21 +303,21 @@ def test_stability_static_margins(wind_u, wind_v, static_margin, max_time): grainInitialHeight=120 / 1000, nozzleRadius=33 / 1000, throatRadius=11 / 1000, + nozzlePosition=-1.255, ) # Create a rocket with ZERO drag and HUGE mass to keep the rocket's speed constant DummyRocket = Rocket( - motor=DummyMotor, radius=127 / 2000, mass=1e16, inertiaI=1, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag=0, powerOnDrag=0, ) DummyRocket.setRailButtons([0.2, -0.5]) + DummyRocket.addMotor(DummyMotor, position=-1.255) + setup_rocket_with_given_static_margin(DummyRocket, static_margin) # Simulate @@ -363,6 +369,7 @@ def test_rolling_flight(mock_show): test_motor = SolidMotor( thrustSource="data/motors/Cesaroni_M1670.eng", burnOut=3.9, + grainsCenterOfMassPosition=-0.85704, grainNumber=5, grainSeparation=5 / 1000, grainDensity=1815, @@ -372,35 +379,31 @@ def test_rolling_flight(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", + nozzlePosition=-1.255, + coordinateSystemOrientation="nozzleToCombustionChamber", ) test_rocket = Rocket( - motor=test_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag="data/calisto/powerOffDragCurve.csv", powerOnDrag="data/calisto/powerOnDragCurve.csv", ) test_rocket.setRailButtons([0.2, -0.5]) + test_rocket.addMotor(test_motor, position=-1.255) + NoseCone = test_rocket.addNose( - length=0.55829, kind="vonKarman", distanceToCM=0.71971 + length=0.55829, kind="vonKarman", position=0.71971 + 0.558291 ) FinSet = test_rocket.addTrapezoidalFins( - 4, - span=0.100, - rootChord=0.120, - tipChord=0.040, - distanceToCM=-1.04956, - cantAngle=0.5, + 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956, cantAngle=0.5 ) Tail = test_rocket.addTail( - topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656 + topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656 ) def drogueTrigger(p, y): @@ -452,8 +455,9 @@ def test_export_data(): ) test_motor = SolidMotor( - thrustSource=1000, + thrustSource="data/motors/Cesaroni_M1670.eng", burnOut=3.9, + grainsCenterOfMassPosition=-0.85704, grainNumber=5, grainSeparation=5 / 1000, grainDensity=1815, @@ -463,27 +467,28 @@ def test_export_data(): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", + nozzlePosition=-1.255, + coordinateSystemOrientation="nozzleToCombustionChamber", ) test_rocket = Rocket( - motor=test_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag=0.5, powerOnDrag=0.5, ) test_rocket.setRailButtons([0.2, -0.5]) + test_rocket.addMotor(test_motor, position=-1.255) + NoseCone = test_rocket.addNose( - length=0.55829, kind="vonKarman", distanceToCM=0.71971 + length=0.55829, kind="vonKarman", position=0.71971 + 0.558291 ) FinSet = test_rocket.addTrapezoidalFins( - 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956 + 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956 ) test_flight = Flight( @@ -544,8 +549,9 @@ def test_export_KML(): ) test_motor = SolidMotor( - thrustSource=1000, - burnOut=1, + thrustSource="data/motors/Cesaroni_M1670.eng", + burnOut=3.9, + grainsCenterOfMassPosition=-0.85704, grainNumber=5, grainSeparation=5 / 1000, grainDensity=1815, @@ -555,27 +561,28 @@ def test_export_KML(): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", + nozzlePosition=-1.255, + coordinateSystemOrientation="nozzleToCombustionChamber", ) test_rocket = Rocket( - motor=test_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag=0.5, powerOnDrag=0.5, ) test_rocket.setRailButtons([0.2, -0.5]) + test_rocket.addMotor(test_motor, position=-1.255) + NoseCone = test_rocket.addNose( - length=0.55829, kind="vonKarman", distanceToCM=0.71971 + length=0.55829, kind="vonKarman", position=0.71971 + 0.558291 ) FinSet = test_rocket.addTrapezoidalFins( - 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956 + 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956 ) test_flight = Flight( @@ -620,38 +627,43 @@ def test_latlon_conversions(mock_show): ) test_motor = SolidMotor( - thrustSource=1545.218, + thrustSource="data/motors/Cesaroni_M1670.eng", burnOut=3.9, + grainsCenterOfMassPosition=-0.85704, grainNumber=5, grainSeparation=5 / 1000, grainDensity=1815, grainOuterRadius=33 / 1000, grainInitialInnerRadius=15 / 1000, grainInitialHeight=120 / 1000, + nozzleRadius=33 / 1000, + throatRadius=11 / 1000, + interpolationMethod="linear", + nozzlePosition=-1.255, + coordinateSystemOrientation="nozzleToCombustionChamber", ) test_rocket = Rocket( - motor=test_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag=0.5, powerOnDrag=0.5, ) test_rocket.setRailButtons([0.2, -0.5]) + test_rocket.addMotor(test_motor, position=-1.255) + NoseCone = test_rocket.addNose( - length=0.55829, kind="vonKarman", distanceToCM=0.71971 + length=0.55829, kind="vonKarman", position=0.71971 + 0.558291 ) FinSet = test_rocket.addTrapezoidalFins( - 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956 + 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956 ) Tail = test_rocket.addTail( - topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656 + topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656 ) def drogueTrigger(p, y): @@ -700,38 +712,43 @@ def mainTrigger(p, y): def test_latlon_conversions2(mock_show): "additional tests to capture incorrect behaviors during lat/lon conversions" test_motor = SolidMotor( - thrustSource=1000, - burnOut=3, + thrustSource="data/motors/Cesaroni_M1670.eng", + burnOut=3.9, + grainsCenterOfMassPosition=-0.85704, grainNumber=5, grainSeparation=5 / 1000, grainDensity=1815, grainOuterRadius=33 / 1000, grainInitialInnerRadius=15 / 1000, grainInitialHeight=120 / 1000, + nozzleRadius=33 / 1000, + throatRadius=11 / 1000, + interpolationMethod="linear", + nozzlePosition=-1.255, + coordinateSystemOrientation="nozzleToCombustionChamber", ) test_rocket = Rocket( - motor=test_motor, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, powerOffDrag=0.5, powerOnDrag=0.5, ) test_rocket.setRailButtons([0.2, -0.5]) + test_rocket.addMotor(test_motor, position=-1.255) + NoseCone = test_rocket.addNose( - length=0.55829, kind="vonKarman", distanceToCM=0.71971 + length=0.55829, kind="vonKarman", position=0.71971 + 0.558291 ) FinSet = test_rocket.addTrapezoidalFins( - 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956 + 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956 ) Tail = test_rocket.addTail( - topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656 + topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656 ) test_env = Environment( From 6c4a306a596b98b96ab1a7772097826b77a3197d Mon Sep 17 00:00:00 2001 From: MateusStano Date: Sat, 19 Nov 2022 17:18:10 -0300 Subject: [PATCH 22/55] tst: fixed acceptance tests --- tests/acceptance/test_bella_lui_rocket.py | 13 +++++++------ tests/acceptance/test_ndrt_2020_rocket.py | 13 +++++++------ 2 files changed, 14 insertions(+), 12 deletions(-) diff --git a/tests/acceptance/test_bella_lui_rocket.py b/tests/acceptance/test_bella_lui_rocket.py index 8ca5d9034..457ab5cc9 100644 --- a/tests/acceptance/test_bella_lui_rocket.py +++ b/tests/acceptance/test_bella_lui_rocket.py @@ -74,6 +74,7 @@ def test_bella_lui_rocket_data_asserts_acceptance(): K828FJ = SolidMotor( thrustSource="tests/fixtures/acceptance/EPFL_Bella_Lui/bella_lui_motor_AeroTech_K828FJ.eng", burnOut=parameters.get("burnOut")[0], + grainsCenterOfMassPosition=parameters.get("distanceRocketPropellant")[0], grainNumber=3, grainSeparation=parameters.get("grainSeparation")[0], grainDensity=parameters.get("grainDensity")[0], @@ -83,38 +84,38 @@ def test_bella_lui_rocket_data_asserts_acceptance(): nozzleRadius=parameters.get("nozzleRadius")[0], throatRadius=parameters.get("throatRadius")[0], interpolationMethod="linear", + nozzlePosition=parameters.get("distanceRocketNozzle")[0], ) # Rocket information BellaLui = Rocket( - motor=K828FJ, radius=parameters.get("radius")[0], mass=parameters.get("rocketMass")[0], inertiaI=parameters.get("inertiaI")[0], inertiaZ=parameters.get("inertiaZ")[0], - distanceRocketNozzle=parameters.get("distanceRocketNozzle")[0], - distanceRocketPropellant=parameters.get("distanceRocketPropellant")[0], powerOffDrag=0.43, powerOnDrag=0.43, ) BellaLui.setRailButtons([0.1, -0.5]) + BellaLui.addMotor(K828FJ, parameters.get("distanceRocketNozzle")[0]) NoseCone = BellaLui.addNose( length=parameters.get("noseLength")[0], kind="tangent", - distanceToCM=parameters.get("noseDistanceToCM")[0], + position=parameters.get("noseDistanceToCM")[0] + + parameters.get("noseLength")[0], ) FinSet = BellaLui.addTrapezoidalFins( 3, span=parameters.get("finSpan")[0], rootChord=parameters.get("finRootChord")[0], tipChord=parameters.get("finTipChord")[0], - distanceToCM=parameters.get("finDistanceToCM")[0], + position=parameters.get("finDistanceToCM")[0], ) Tail = BellaLui.addTail( topRadius=parameters.get("tailTopRadius")[0], bottomRadius=parameters.get("tailBottomRadius")[0], length=parameters.get("tailLength")[0], - distanceToCM=parameters.get("tailDistanceToCM")[0], + position=parameters.get("tailDistanceToCM")[0], ) # Parachute set-up diff --git a/tests/acceptance/test_ndrt_2020_rocket.py b/tests/acceptance/test_ndrt_2020_rocket.py index 3df866e11..b790d729c 100644 --- a/tests/acceptance/test_ndrt_2020_rocket.py +++ b/tests/acceptance/test_ndrt_2020_rocket.py @@ -86,6 +86,7 @@ def test_ndrt_2020_rocket_data_asserts_acceptance(): L1395 = SolidMotor( thrustSource="tests/fixtures/acceptance/NDRT_2020/ndrt_2020_motor_Cesaroni_4895L1395-P.eng", burnOut=parameters.get("burnOut")[0], + grainsCenterOfMassPosition=parameters.get("distanceRocketPropellant")[0], grainNumber=5, grainSeparation=parameters.get("grainSeparation")[0], grainDensity=parameters.get("grainDensity")[0], @@ -95,38 +96,38 @@ def test_ndrt_2020_rocket_data_asserts_acceptance(): nozzleRadius=parameters.get("nozzleRadius")[0], throatRadius=parameters.get("throatRadius")[0], interpolationMethod="linear", + nozzlePosition=parameters.get("distanceRocketNozzle")[0], ) # Rocket information NDRT2020 = Rocket( - motor=L1395, radius=parameters.get("radius")[0], mass=parameters.get("rocketMass")[0], inertiaI=parameters.get("inertiaI")[0], inertiaZ=parameters.get("inertiaZ")[0], - distanceRocketNozzle=parameters.get("distanceRocketNozzle")[0], - distanceRocketPropellant=parameters.get("distanceRocketPropellant")[0], powerOffDrag=parameters.get("dragCoefficient")[0], powerOnDrag=parameters.get("dragCoefficient")[0], ) NDRT2020.setRailButtons([0.2, -0.5], 45) + NDRT2020.addMotor(L1395, parameters.get("distanceRocketNozzle")[0]) NoseCone = NDRT2020.addNose( length=parameters.get("noseLength")[0], kind="tangent", - distanceToCM=parameters.get("noseDistanceToCM")[0], + position=parameters.get("noseDistanceToCM")[0] + + parameters.get("noseLength")[0], ) FinSet = NDRT2020.addTrapezoidalFins( 3, span=parameters.get("finSpan")[0], rootChord=parameters.get("finRootChord")[0], tipChord=parameters.get("finTipChord")[0], - distanceToCM=parameters.get("finDistanceToCM")[0], + position=parameters.get("finDistanceToCM")[0], ) Transition = NDRT2020.addTail( topRadius=parameters.get("transitionTopRadius")[0], bottomRadius=parameters.get("transitionBottomRadius")[0], length=parameters.get("transitionLength")[0], - distanceToCM=parameters.get("transitiondistanceToCM")[0], + position=parameters.get("transitiondistanceToCM")[0], ) # Parachute set-up From fd8de9714677adec0166adda43fd5952e7c6700d Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sun, 20 Nov 2022 10:44:46 +0100 Subject: [PATCH 23/55] TST: adding tests for aerosurfaces methods --- tests/test_rocket.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/tests/test_rocket.py b/tests/test_rocket.py index 6b7295358..0c19a04e0 100644 --- a/tests/test_rocket.py +++ b/tests/test_rocket.py @@ -4,6 +4,7 @@ import pytest from rocketpy import Rocket, SolidMotor +from rocketpy.AeroSurfaces import NoseCone @patch("matplotlib.pyplot.show") @@ -81,7 +82,16 @@ def mainTrigger(p, y): static_margin = test_rocket.staticMargin(0) + # Check if allInfo and static_method methods are working properly assert test_rocket.allInfo() == None or not abs(static_margin - 2.05) < 0.01 + # Check if NoseCone allInfo() is working properly + assert NoseCone.allInfo() == None + # Check if FinSet allInfo() is working properly + assert FinSet.allInfo() == None + # Check if Tail allInfo() is working properly + assert Tail.allInfo() == None + # Check if draw method is working properly + assert FinSet.draw() == None @patch("matplotlib.pyplot.show") @@ -160,6 +170,7 @@ def mainTrigger(p, y): static_margin = test_rocket.staticMargin(0) assert test_rocket.allInfo() == None or not abs(static_margin - 2.30) < 0.01 + assert FinSet.draw() == None @patch("matplotlib.pyplot.show") @@ -410,6 +421,9 @@ def test_add_trapezoidal_fins_sweep_length( # Check rocket's center of pressure (just double checking) assert translate - rocket.cpPosition == pytest.approx(expected_cpz_cm, 0.01) + # Check if AeroSurfaces.__getitem__() works + assert isinstance(rocket.aerodynamicSurfaces.__getitem__(0)[0], NoseCone) + def test_add_fins_assert_cp_cm_plus_fins(rocket, dimensionless_rocket, m): rocket.addTrapezoidalFins( From 68e97261f6b45688e1f76e18071c84a501cf77d9 Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sun, 20 Nov 2022 10:45:02 +0100 Subject: [PATCH 24/55] BUG: correct wrong f string tail method --- rocketpy/AeroSurfaces.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rocketpy/AeroSurfaces.py b/rocketpy/AeroSurfaces.py index 9d3c718ab..17661c8a9 100644 --- a/rocketpy/AeroSurfaces.py +++ b/rocketpy/AeroSurfaces.py @@ -1458,7 +1458,7 @@ def geometricInfo(self): def aerodynamicInfo(self): print(f"\nTail name: {self.name}") - print(f"Tail Center of Pressure Position in Local Coordinates: {self.cp:.3f} m") + print(f"Tail Center of Pressure Position in Local Coordinates: {self.cp} m") print(f"Tail Lift Coefficient Slope: {self.clalpha:.3f} 1/rad") print("Tail Lift Coefficient as a function of Alpha and Mach:") self.cl() From ba547493b81d2c92c645a64a202998af0f7ef37e Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sun, 20 Nov 2022 10:46:56 +0100 Subject: [PATCH 25/55] BUG: fix Environment.exportEnvironment() --- rocketpy/Environment.py | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) diff --git a/rocketpy/Environment.py b/rocketpy/Environment.py index 35e846f07..35519fcae 100644 --- a/rocketpy/Environment.py +++ b/rocketpy/Environment.py @@ -3329,7 +3329,7 @@ def allInfoReturned(self): def exportEnvironment(self, filename="environment"): """Export important attributes of Environment class so it can be used - again in further siulations by using the customAtmosphere atmospheric + again in further simulations by using the customAtmosphere atmospheric model. Parameters ---------- @@ -3340,9 +3340,13 @@ def exportEnvironment(self, filename="environment"): None """ - # TODO: in the future, allow the user to select which format will be used (json, csv, etc.). Default must be JSON. - # TODO: add self.exportEnvDictionary to the documentation - # TODO: find a way to documennt the workaround I've used on ma.getdata(self... + try: + atmosphericModelFile = self.atmosphericModelFile + atmosphericModelDict = self.atmosphericModelDict + except AttributeError: + atmosphericModelFile = "" + atmosphericModelDict = "" + self.exportEnvDictionary = { "railLength": self.rL, "gravity": self.g, @@ -3354,8 +3358,8 @@ def exportEnvironment(self, filename="environment"): "timeZone": self.timeZone, "maxExpectedHeight": float(self.maxExpectedHeight), "atmosphericModelType": self.atmosphericModelType, - "atmosphericModelFile": self.atmosphericModelFile, - "atmosphericModelDict": self.atmosphericModelDict, + "atmosphericModelFile": atmosphericModelFile, + "atmosphericModelDict": atmosphericModelDict, "atmosphericModelPressureProfile": ma.getdata( self.pressure.getSource() ).tolist(), From 65fe9d737ca0505f04e87533049e0cfa8d2155ee Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sun, 20 Nov 2022 10:47:45 +0100 Subject: [PATCH 26/55] MAINT: specifying input types in utmToGeodesic --- rocketpy/Environment.py | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/rocketpy/Environment.py b/rocketpy/Environment.py index 35519fcae..850cd5c93 100644 --- a/rocketpy/Environment.py +++ b/rocketpy/Environment.py @@ -2974,6 +2974,7 @@ def info(self): plt.subplots_adjust(wspace=0.5) plt.show() + return None def allInfo(self): """Prints out all data and graphs available about the Environment. @@ -3216,7 +3217,7 @@ def allInfo(self): return None - def allPlotInfoReturned(self): + def allPlotInfoReturned(self) -> dict: """Returns a dictionary with all plot information available about the Environment. Parameters @@ -3340,6 +3341,9 @@ def exportEnvironment(self, filename="environment"): None """ + # TODO: in the future, allow the user to select which format will be used (json, csv, etc.). Default must be JSON. + # TODO: add self.exportEnvDictionary to the documentation + try: atmosphericModelFile = self.atmosphericModelFile atmosphericModelDict = self.atmosphericModelDict @@ -3522,7 +3526,7 @@ def geodesicToUtm(self, lat, lon, datum): return x, y, utmZone, utmLetter, hemis, EW - def utmToGeodesic(self, x, y, utmZone, hemis, datum): + def utmToGeodesic(self, x: float, y: float, utmZone: int, hemis: str, datum: str): """Function to convert UTM coordinates to geodesic coordinates (i.e. latitude and longitude). The latitude should be between -80° and 84° @@ -3539,7 +3543,7 @@ def utmToGeodesic(self, x, y, utmZone, hemis, datum): hemis : string Equals to "S" for southern hemisphere and "N" for Northern hemisphere datum : string - The desired reference ellipsoide model, the following options are + The desired reference ellipsoid model, the following options are available: "SAD69", "WGS84", "NAD83", and "SIRGAS2000". The default is "SIRGAS2000", then this model will be used if the user make some typing mistake @@ -3547,9 +3551,9 @@ def utmToGeodesic(self, x, y, utmZone, hemis, datum): Returns ------- lat: float - latitude of the analysed point + latitude of the analyzed point lon: float - latitude of the analysed point + latitude of the analyzed point """ if hemis == "N": From d591d529282897323fa9897ccb3357e8abbfa2ea Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sun, 20 Nov 2022 10:48:41 +0100 Subject: [PATCH 27/55] MAINT: specifying input and retuning Nones --- rocketpy/EnvironmentAnalysis.py | 77 ++++++++++++++++++++++++--------- 1 file changed, 56 insertions(+), 21 deletions(-) diff --git a/rocketpy/EnvironmentAnalysis.py b/rocketpy/EnvironmentAnalysis.py index 8eeacbc0f..4ae226a79 100644 --- a/rocketpy/EnvironmentAnalysis.py +++ b/rocketpy/EnvironmentAnalysis.py @@ -1237,7 +1237,7 @@ def calculate_record_min_surface_100m_wind_speed(self): self.record_min_surface_100m_wind_speed = np.min(self.surface_100m_wind_speed) return self.record_min_surface_100m_wind_speed - def plot_wind_gust_distribution(self): + def plot_wind_gust_distribution(self) -> None: """Get all values of wind gust speed (for every date and hour available) and plot a single distribution. Expected result is a Weibull distribution. """ @@ -1410,6 +1410,7 @@ def plot_average_temperature_along_day(self): plt.grid(alpha=0.25) plt.legend() plt.show() + return None def calculate_average_sustained_surface10m_wind_along_day(self): """Computes average sustained wind speed progression throughout the @@ -1509,6 +1510,7 @@ def plot_average_surface10m_wind_speed_along_day(self, windSpeedLimit=False): plt.grid(alpha=0.25) plt.legend() plt.show() + return None def calculate_average_sustained_surface100m_wind_along_day(self): """Computes average sustained wind speed progression throughout the @@ -1672,6 +1674,7 @@ def plot_average_wind_speed_profile(self, clear_range_limits=False): plt.legend() plt.xlim(0, max(np.percentile(wind_speed_profiles, 50 + 49.85, axis=0))) plt.show() + return None def plot_average_wind_heading_profile(self, clear_range_limits=False): """Average wind heading for all datetimes available.""" @@ -1764,6 +1767,7 @@ def plot_average_wind_heading_profile(self, clear_range_limits=False): plt.title("Average Wind heading Profile") plt.legend() plt.show() + return None def process_wind_speed_and_direction_data_for_average_day(self): """Process the wind_speed and wind_direction data to generate lists of all the wind_speeds recorded @@ -1892,6 +1896,7 @@ def plot_average_pressure_profile(self, clear_range_limits=False): plt.legend() plt.xlim(0, max(np.percentile(pressure_profiles, 50 + 49.85, axis=0))) plt.show() + return None @staticmethod def plot_wind_rose( @@ -1932,7 +1937,7 @@ def plot_wind_rose( ax.yaxis.set_major_formatter(mtick.PercentFormatter(decimals=0)) return ax - def plot_average_day_wind_rose_specific_hour(self, hour, fig=None): + def plot_average_day_wind_rose_specific_hour(self, hour, fig=None) -> None: """Plot a specific hour of the average windrose Parameters @@ -1958,7 +1963,9 @@ def plot_average_day_wind_rose_specific_hour(self, hour, fig=None): ) plt.show() - def plot_average_day_wind_rose_all_hours(self): + return None + + def plot_average_day_wind_rose_all_hours(self) -> None: """Plot wind roses for all hours of a day, in a grid like plot.""" # Get days and hours days = list(self.surfaceDataDict.keys()) @@ -2032,8 +2039,11 @@ def plot_average_day_wind_rose_all_hours(self): f"Wind Roses ({self.unit_system['wind_speed']})", fontsize=20, x=0.5, y=1 ) plt.show() + return None - def animate_average_wind_rose(self, figsize=(8, 8), filename="wind_rose.gif"): + def animate_average_wind_rose( + self, figsize: tuple = (8, 8), filename: str = "wind_rose.gif" + ) -> widgets.Image: """Animates the wind_rose of an average day. The inputs of a wind_rose are the location of the place where we want to analyze, (x,y,z). The data is assembled by hour, which means, the windrose of a specific hour is @@ -2099,7 +2109,7 @@ def animate_average_wind_rose(self, figsize=(8, 8), filename="wind_rose.gif"): height=fig_height, ) - def plot_wind_gust_distribution_over_average_day(self): + def plot_wind_gust_distribution_over_average_day(self) -> None: """Plots shown in the animation of how the wind gust distribution varies throughout the day.""" # Gather animation data average_wind_gust_at_given_hour = {} @@ -2169,7 +2179,9 @@ def plot_wind_gust_distribution_over_average_day(self): fig.supylabel("Probability") plt.show() - def animate_wind_gust_distribution_over_average_day(self): + return None + + def animate_wind_gust_distribution_over_average_day(self) -> HTML: """Animation of how the wind gust distribution varies throughout the day.""" # Gather animation data wind_gusts_at_given_hour = {} @@ -2252,8 +2264,8 @@ def update(frame): return HTML(animation.to_jshtml()) def plot_sustained_surface_wind_speed_distribution_over_average_day( - self, windSpeedLimit=False - ): + self, windSpeedLimit: bool = False + ) -> None: """Plots shown in the animation of how the sustained surface wind speed distribution varies throughout the day.""" # Gather animation data average_wind_speed_at_given_hour = {} @@ -2347,9 +2359,12 @@ def plot_sustained_surface_wind_speed_distribution_over_average_day( fig.supylabel("Probability") plt.show() + return None + def animate_sustained_surface_wind_speed_distribution_over_average_day( - self, windSpeedLimit=False - ): # TODO: getting weird results since the 0.3 on y axis is not parametrized + self, windSpeedLimit: bool = False + ) -> HTML: + # TODO: getting weird results since the 0.3 on y axis is not parametrized """Animation of how the sustained surface wind speed distribution varies throughout the day.""" # Gather animation data surface_wind_speeds_at_given_hour = {} @@ -2457,7 +2472,7 @@ def update(frame): return HTML(animation.to_jshtml()) @property - def altitude_AGL_range(self): + def altitude_AGL_range(self) -> tuple: min_altitude = 0 if self.maxExpectedAltitude == None: max_altitudes = [ @@ -2470,7 +2485,7 @@ def altitude_AGL_range(self): max_altitude = self.maxExpectedAltitude return min_altitude, max_altitude - def process_temperature_profile_over_average_day(self): + def process_temperature_profile_over_average_day(self) -> None: """Compute the average temperature profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) @@ -2503,7 +2518,9 @@ def process_temperature_profile_over_average_day(self): average_temperature_profile_at_given_hour ) - def process_pressure_profile_over_average_day(self): + return None + + def process_pressure_profile_over_average_day(self) -> None: """Compute the average pressure profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) @@ -2536,7 +2553,9 @@ def process_pressure_profile_over_average_day(self): average_pressure_profile_at_given_hour ) - def process_wind_speed_profile_over_average_day(self): + return None + + def process_wind_speed_profile_over_average_day(self) -> None: """Compute the average wind profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) @@ -2570,7 +2589,9 @@ def process_wind_speed_profile_over_average_day(self): self.max_average_wind_at_altitude = max_wind self.average_wind_profile_at_given_hour = average_wind_profile_at_given_hour - def process_wind_velocity_x_profile_over_average_day(self): + return None + + def process_wind_velocity_x_profile_over_average_day(self) -> None: """Compute the average windVelocityX profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) @@ -2602,8 +2623,9 @@ def process_wind_velocity_x_profile_over_average_day(self): self.average_windVelocityX_profile_at_given_hour = ( average_windVelocityX_profile_at_given_hour ) + return None - def process_wind_velocity_y_profile_over_average_day(self): + def process_wind_velocity_y_profile_over_average_day(self) -> None: """Compute the average windVelocityY profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) @@ -2635,8 +2657,11 @@ def process_wind_velocity_y_profile_over_average_day(self): self.average_windVelocityY_profile_at_given_hour = ( average_windVelocityY_profile_at_given_hour ) + return None - def plot_wind_profile_over_average_day(self, clear_range_limits=False): + def plot_wind_profile_over_average_day( + self, clear_range_limits: bool = False + ) -> None: """Creates a grid of plots with the wind profile over the average day.""" self.process_wind_speed_profile_over_average_day() @@ -2706,7 +2731,9 @@ def plot_wind_profile_over_average_day(self, clear_range_limits=False): fig.supylabel(f"Altitude AGL ({self.unit_system['length']})") plt.show() - def process_wind_heading_profile_over_average_day(self): + return None + + def process_wind_heading_profile_over_average_day(self) -> None: """Compute the average wind velocities (both X and Y components) profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) average_wind_velocity_X_profile_at_given_hour = {} @@ -2774,7 +2801,11 @@ def process_wind_heading_profile_over_average_day(self): average_wind_heading_profile_at_given_hour ) - def plot_wind_heading_profile_over_average_day(self, clear_range_limits=False): + return None + + def plot_wind_heading_profile_over_average_day( + self, clear_range_limits: bool = False + ) -> None: """Creates a grid of plots with the wind heading profile over the average day.""" self.process_wind_heading_profile_over_average_day() @@ -2836,7 +2867,9 @@ def plot_wind_heading_profile_over_average_day(self, clear_range_limits=False): fig.supylabel(f"Altitude AGL ({self.unit_system['length']})") plt.show() - def animate_wind_profile_over_average_day(self, clear_range_limits=False): + return None + + def animate_wind_profile_over_average_day(self, clear_range_limits: bool =False) -> HTML: """Animation of how wind profile evolves throughout an average day.""" self.process_wind_speed_profile_over_average_day() @@ -2905,7 +2938,7 @@ def update(frame): plt.close(fig) return HTML(animation.to_jshtml()) - def animate_wind_heading_profile_over_average_day(self, clear_range_limits=False): + def animate_wind_heading_profile_over_average_day(self, clear_range_limits: bool =False) -> HTML: """Animation of how wind heading profile evolves throughout an average day.""" self.process_wind_heading_profile_over_average_day() @@ -3110,6 +3143,8 @@ def allInfo(self): f"Percentage of Days Without Clouds: {100*self.percentage_of_days_with_no_cloud_coverage:.1f} %" ) + return None + def exportMeanProfiles(self, filename="export_env_analysis"): """ Exports the mean profiles of the weather data to a file in order to it From a014dba971c53250900b53b74f2051dbee527a47 Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sun, 20 Nov 2022 10:49:14 +0100 Subject: [PATCH 28/55] TST: Add additional cases to test_environment --- tests/test_environment.py | 25 ++++++++++++++++++++++++- 1 file changed, 24 insertions(+), 1 deletion(-) diff --git a/tests/test_environment.py b/tests/test_environment.py index 078a23cd9..852c5d18d 100644 --- a/tests/test_environment.py +++ b/tests/test_environment.py @@ -1,9 +1,12 @@ import datetime +import os from unittest.mock import patch +import numpy as np import pytest import pytz -from rocketpy import Environment, Flight, Rocket, SolidMotor + +from rocketpy import Environment @pytest.fixture @@ -74,8 +77,10 @@ def test_set_topographic_profile(example_env): @patch("matplotlib.pyplot.show") def test_standard_atmosphere(mock_show, example_env): example_env.setAtmosphericModel(type="StandardAtmosphere") + assert example_env.info() == None assert example_env.allInfo() == None assert example_env.pressure(0) == 101325.0 + assert example_env.printEarthDetails() == None @patch("matplotlib.pyplot.show") @@ -155,11 +160,16 @@ def test_era5_atmosphere(mock_show): assert Env.allInfo() == None +# TODO: utmToGeodesic + + @pytest.mark.slow @patch("matplotlib.pyplot.show") def test_gefs_atmosphere(mock_show, example_env_robust): example_env_robust.setAtmosphericModel(type="Ensemble", file="GEFS") assert example_env_robust.allInfo() == None + assert isinstance(example_env.allPlotInfoReturned(), dict) + assert isinstance(example_env.allInfoReturned(), dict) @pytest.mark.slow @@ -205,3 +215,16 @@ def test_hiresw_ensemble_atmosphere(mock_show, example_env_robust): dictionary=HIRESW_dictionary, ) assert example_env_robust.allInfo() == None + + +def test_export_environment(example_env_robust): + assert example_env_robust.exportEnvironment(filename="environment") == None + os.remove("environment.json") + + +def test_utmToGeodesic(example_env_robust): + lat, lon = example_env_robust.utmToGeodesic( + x=315468.64, y=3651938.65, utmZone=13, hemis="N", datum="WGS84" + ) + assert np.isclose(lat, 32.99025, atol=1e-5) == True + assert np.isclose(lon, -106.9750, atol=1e-5) == True From 40baf0b4a6fb9d4a4f62ab039e04ef9603ec3b82 Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sun, 20 Nov 2022 10:49:36 +0100 Subject: [PATCH 29/55] TST: Create test for environment analysis --- tests/test_environment_anaysis.py | 149 ++++++++++++++++++++++++++++++ 1 file changed, 149 insertions(+) create mode 100644 tests/test_environment_anaysis.py diff --git a/tests/test_environment_anaysis.py b/tests/test_environment_anaysis.py new file mode 100644 index 000000000..6848190f1 --- /dev/null +++ b/tests/test_environment_anaysis.py @@ -0,0 +1,149 @@ +import copy +import datetime +import os +from unittest.mock import patch + +import ipywidgets as widgets +import matplotlib as plt +import pytest +from IPython.display import HTML + +from rocketpy import EnvironmentAnalysis + +plt.rcParams.update({"figure.max_open_warning": 0}) + +# Create a simple object of the Environment Analysis class +@pytest.fixture +def env(): + """Create a simple object of the Environment Analysis class to be used in + the tests. This allows to avoid repeating the same code in all tests. + + Returns + ------- + EnvironmentAnalysis + A simple object of the Environment Analysis class + """ + env = EnvironmentAnalysis( + start_date=datetime.datetime(2019, 10, 23), + end_date=datetime.datetime(2021, 10, 23), + latitude=39.3897, + longitude=-8.28896388889, + start_hour=6, + end_hour=18, + surfaceDataFile="./data/weather/EuroC_single_level_reanalysis_2002_2021.nc", + pressureLevelDataFile="./data/weather/EuroC_pressure_levels_reanalysis_2001-2021.nc", + timezone=None, + unit_system="metric", + forecast_date=None, + forecast_args=None, + maxExpectedAltitude=None, + ) + + return env + + +def test_allInfo(env): + """Test the EnvironmentAnalysis.allInfo() method, which already invokes + several other methods. It is a good way to test the whole class in a first view. + However, if it fails, it is hard to know which method is failing. + + Parameters + ---------- + env : EnvironmentAnalysis + A simple object of the Environment Analysis class + + Returns + ------- + None + """ + assert env.allInfo() == None + + +@patch("matplotlib.pyplot.show") +def test_distribution_plots(mock_show, env): + """Tests the distribution plots method of the EnvironmentAnalysis class. It + only checks if the method runs without errors. It does not check if the + plots are correct, as this would require a lot of work and would be + difficult to maintain. + + Parameters + ---------- + env : EnvironmentAnalysis + A simple object of the EnvironmentAnalysis class. + + Returns + ------- + None + """ + + # Check distribution plots + assert env.plot_wind_gust_distribution() == None + assert env.plot_surface10m_wind_speed_distribution() == None + assert env.plot_wind_gust_distribution_over_average_day() == None + assert env.plot_sustained_surface_wind_speed_distribution_over_average_day() == None + + +@patch("matplotlib.pyplot.show") +def test_average_plots(mock_show, env): + """Tests the average plots method of the EnvironmentAnalysis class. It + only checks if the method runs without errors. It does not check if the + plots are correct, as this would require a lot of work and would be + difficult to maintain. + + Parameters + ---------- + env : EnvironmentAnalysis + A simple object of the EnvironmentAnalysis class. + + Returns + ------- + None + """ + # Check "average" plots + assert env.plot_average_temperature_along_day() == None + assert env.plot_average_surface10m_wind_speed_along_day(False) == None + assert env.plot_average_surface10m_wind_speed_along_day(True) == None + assert env.plot_average_sustained_surface100m_wind_speed_along_day() == None + assert env.plot_average_day_wind_rose_all_hours() == None + assert env.plot_average_day_wind_rose_specific_hour(12) == None + assert env.plot_average_day_wind_rose_specific_hour(12) == None + + +@patch("matplotlib.pyplot.show") +def test_profile_plots(mock_show, env): + # Check profile plots + assert env.plot_wind_heading_profile_over_average_day() == None + assert env.plot_average_wind_heading_profile(clear_range_limits=False) == None + assert env.plot_average_wind_heading_profile(clear_range_limits=True) == None + assert env.plot_average_wind_speed_profile(clear_range_limits=False) == None + assert env.plot_average_wind_speed_profile(clear_range_limits=True) == None + assert env.plot_average_pressure_profile(clear_range_limits=False) == None + assert env.plot_average_pressure_profile(clear_range_limits=True) == None + assert env.plot_wind_profile_over_average_day() == None + + +@patch("matplotlib.pyplot.show") +def test_animation_plots(mock_show, env): + + # Check animation plots + assert isinstance(env.animate_average_wind_rose(), widgets.Image) + assert isinstance(env.animate_wind_gust_distribution_over_average_day(), HTML) + assert isinstance(env.animate_wind_heading_profile_over_average_day(), HTML) + assert isinstance(env.animate_wind_profile_over_average_day(), HTML) + assert isinstance( + env.animate_sustained_surface_wind_speed_distribution_over_average_day(), + HTML, + ) + + +def test_exports(env): + + assert env.exportMeanProfiles() == None + assert env.save("EnvAnalysisDict") == None + + env2 = copy.deepcopy(env) + env2.load("EnvAnalysisDict") + assert env2.allInfo() == None + + # Delete file created by save method + os.remove("EnvAnalysisDict") From 2199195c727e01dc4c8eee3cdd22be1619194190 Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sun, 20 Nov 2022 10:49:50 +0100 Subject: [PATCH 30/55] TST: Create tests for Function class --- tests/test_function.py | 123 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 123 insertions(+) create mode 100644 tests/test_function.py diff --git a/tests/test_function.py b/tests/test_function.py new file mode 100644 index 000000000..a498e7745 --- /dev/null +++ b/tests/test_function.py @@ -0,0 +1,123 @@ +from unittest.mock import patch + +import matplotlib as plt +import numpy as np +import pytest + +from rocketpy import Function + +plt.rcParams.update({"figure.max_open_warning": 0}) + + +@pytest.fixture +def linear_func(): + """Create a linear function based on a list of points. The function + represents y = x and may be used on different tests. + + Returns + ------- + Function + A linear function representing y = x. + """ + return Function( + [[0, 0], [1, 1], [2, 2], [3, 3]], + ) + + +@pytest.fixture +def func_from_csv(): + func = Function( + source="tests/fixtures/airfoils/e473-10e6-degrees.csv", + inputs=["Scalar"], + outputs=["Scalar"], + interpolation="linear", + extrapolation="linear", + ) + return func + + +# Test Function creation from .csv file +def test_function_from_csv(func_from_csv): + func = func_from_csv + # Assert func is zero at 0 but with tolerance + assert np.isclose(func_from_csv(0), 0.0, atol=1e-6) + # Check the __str__ method + assert func_from_csv.__str__() == "Function from R1 to R1 : (Scalar) → (Scalar)" + # Check the __repr__ method + assert func_from_csv.__repr__() == "Function from R1 to R1 : (Scalar) → (Scalar)" + + +def test_getters(func_from_csv): + assert func_from_csv.getInputs() == ["Scalar"] + assert func_from_csv.getOutputs() == ["Scalar"] + assert func_from_csv.getInterpolationMethod() == "linear" + assert func_from_csv.getExtrapolationMethod() == "linear" + assert np.isclose(func_from_csv.getValue(0), 0.0, atol=1e-6) + assert np.isclose(func_from_csv.getValueOpt_deprecated(0), 0.0, atol=1e-6) + assert np.isclose(func_from_csv.getValueOpt(0), 0.0, atol=1e-6) + assert np.isclose(func_from_csv.getValueOpt2(0), 0.0, atol=1e-6) + + +def test_setters(func_from_csv): + # Test set methods + func_from_csv.setInputs(["Scalar2"]) + assert func_from_csv.getInputs() == ["Scalar2"] + func_from_csv.setOutputs(["Scalar2"]) + assert func_from_csv.getOutputs() == ["Scalar2"] + func_from_csv.setInterpolation("linear") + assert func_from_csv.getInterpolationMethod() == "linear" + func_from_csv.setExtrapolation("linear") + assert func_from_csv.getExtrapolationMethod() == "linear" + + +@patch("matplotlib.pyplot.show") +def test_plots(mock_show, func_from_csv): + # Test plot methods + assert func_from_csv.plot() == None + # Test comparePlots + func2 = Function( + source="tests/fixtures/airfoils/e473-10e6-degrees.csv", + inputs=["Scalar"], + outputs=["Scalar"], + interpolation="linear", + extrapolation="linear", + ) + assert ( + func_from_csv.comparePlots([func_from_csv, func2], returnObject=False) == None + ) + + +def test_interpolation_methods(linear_func): + + # Test Akima + linear_func.setInterpolation("akima") + assert linear_func.getInterpolationMethod() == "akima" + assert np.isclose(linear_func.getValue(0), 0.0, atol=1e-6) + + # Test polynomial + linear_func.setInterpolation("polynomial") + assert linear_func.getInterpolationMethod() == "polynomial" + assert np.isclose(linear_func.getValue(0), 0.0, atol=1e-6) + + +def test_extrapolation_methods(linear_func): + + # Test zero + linear_func.setExtrapolation("zero") + assert linear_func.getExtrapolationMethod() == "zero" + assert np.isclose(linear_func.getValue(-1), 0, atol=1e-6) + + # Test constant + linear_func.setExtrapolation("constant") + assert linear_func.getExtrapolationMethod() == "constant" + assert np.isclose(linear_func.getValue(-1), 0, atol=1e-6) + + # Test natural + linear_func.setExtrapolation("natural") + assert linear_func.getExtrapolationMethod() == "natural" + assert np.isclose(linear_func.getValue(-1), -1, atol=1e-6) + + +def test_integral(linear_func): + # Test integral + assert np.isclose(linear_func.integral(0, 1), 0.5, atol=1e-6) From 1218179d165f1276d48e0947b93d9e784e28cacf Mon Sep 17 00:00:00 2001 From: Gui-FernandesBR Date: Sun, 20 Nov 2022 10:50:37 +0100 Subject: [PATCH 31/55] MAINT: removing undesired comments --- rocketpy/Environment.py | 3 --- tests/test_environment.py | 3 --- 2 files changed, 6 deletions(-) diff --git a/rocketpy/Environment.py b/rocketpy/Environment.py index 850cd5c93..03314851b 100644 --- a/rocketpy/Environment.py +++ b/rocketpy/Environment.py @@ -3341,9 +3341,6 @@ def exportEnvironment(self, filename="environment"): None """ - # TODO: in the future, allow the user to select which format will be used (json, csv, etc.). Default must be JSON. - # TODO: add self.exportEnvDictionary to the documentation - try: atmosphericModelFile = self.atmosphericModelFile atmosphericModelDict = self.atmosphericModelDict diff --git a/tests/test_environment.py b/tests/test_environment.py index 852c5d18d..c66ce0b71 100644 --- a/tests/test_environment.py +++ b/tests/test_environment.py @@ -160,9 +160,6 @@ def test_era5_atmosphere(mock_show): assert Env.allInfo() == None -# TODO: utmToGeodesic - - @pytest.mark.slow @patch("matplotlib.pyplot.show") def test_gefs_atmosphere(mock_show, example_env_robust): From a847089228fa2aaa77d795529093da8c8511c4f5 Mon Sep 17 00:00:00 2001 From: Lint Action Date: Sun, 20 Nov 2022 10:35:51 +0000 Subject: [PATCH 32/55] Fix code style issues with Black --- rocketpy/EnvironmentAnalysis.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/rocketpy/EnvironmentAnalysis.py b/rocketpy/EnvironmentAnalysis.py index 4ae226a79..f1814ba1c 100644 --- a/rocketpy/EnvironmentAnalysis.py +++ b/rocketpy/EnvironmentAnalysis.py @@ -2869,7 +2869,9 @@ def plot_wind_heading_profile_over_average_day( return None - def animate_wind_profile_over_average_day(self, clear_range_limits: bool =False) -> HTML: + def animate_wind_profile_over_average_day( + self, clear_range_limits: bool = False + ) -> HTML: """Animation of how wind profile evolves throughout an average day.""" self.process_wind_speed_profile_over_average_day() @@ -2938,7 +2940,9 @@ def update(frame): plt.close(fig) return HTML(animation.to_jshtml()) - def animate_wind_heading_profile_over_average_day(self, clear_range_limits: bool =False) -> HTML: + def animate_wind_heading_profile_over_average_day( + self, clear_range_limits: bool = False + ) -> HTML: """Animation of how wind heading profile evolves throughout an average day.""" self.process_wind_heading_profile_over_average_day() From 06344e02dd8c97467efbd23f8b4feeffe8006749 Mon Sep 17 00:00:00 2001 From: Giovani Hidalgo Ceotto Date: Mon, 28 Nov 2022 23:13:11 -0300 Subject: [PATCH 33/55] TST: add nozzlePosition argument value for consistency --- tests/conftest.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/conftest.py b/tests/conftest.py index 298425648..2983734d4 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -77,6 +77,7 @@ def dimensionless_solid_motor(kg, m): throatRadius=11 / 1000 * m, interpolationMethod="linear", grainsCenterOfMassPosition=0.39796 * m, + nozzlePosition=0*m, coordinateSystemOrientation="nozzleToCombustionChamber", ) return example_motor From 94cd379339198b16772cbbdd059a940b319e6e86 Mon Sep 17 00:00:00 2001 From: Lint Action Date: Tue, 29 Nov 2022 02:13:47 +0000 Subject: [PATCH 34/55] Fix code style issues with Black --- tests/conftest.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/conftest.py b/tests/conftest.py index 2983734d4..b53ee8475 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -77,7 +77,7 @@ def dimensionless_solid_motor(kg, m): throatRadius=11 / 1000 * m, interpolationMethod="linear", grainsCenterOfMassPosition=0.39796 * m, - nozzlePosition=0*m, + nozzlePosition=0 * m, coordinateSystemOrientation="nozzleToCombustionChamber", ) return example_motor From 4d8c7fdbc5248fc7e6deaa31bd6eee952c9884a6 Mon Sep 17 00:00:00 2001 From: MateusStano Date: Thu, 22 Dec 2022 18:38:21 -0300 Subject: [PATCH 35/55] enh: remove() and pop() methods --- rocketpy/AeroSurfaces.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/rocketpy/AeroSurfaces.py b/rocketpy/AeroSurfaces.py index 9d3c718ab..5bb54d008 100644 --- a/rocketpy/AeroSurfaces.py +++ b/rocketpy/AeroSurfaces.py @@ -19,6 +19,16 @@ def __init__(self): def append(self, aeroSurface, position): self._aeroSurfaces.append((aeroSurface, position)) + def remove(self, aeroSurface): + for surface, position in self._aeroSurfaces: + if surface == aeroSurface: + self._aeroSurfaces.remove((aeroSurface, position)) + + def pop(self, aeroSurface): + for surface, position in self._aeroSurfaces: + if surface == aeroSurface: + self._aeroSurfaces.pop((aeroSurface, position)) + def __len__(self): return len(self._aeroSurfaces) From b5e16fca869a2b42688d0dcc86c3f06be04e5b69 Mon Sep 17 00:00:00 2001 From: MateusStano Date: Thu, 22 Dec 2022 18:39:53 -0300 Subject: [PATCH 36/55] maint: Update notebooks to new coordinate system --- README.md | 46 +- docs/development/rocketpy_as_developer.rst | 30 +- docs/matlab/Getting_Started.html | 6 +- docs/matlab/Getting_Started.m | 13 +- .../dispersion_analysis.ipynb | 466 +----- .../parachute_drop_from_helicopter.ipynb | 386 +---- docs/notebooks/getting_started.ipynb | 1465 +++-------------- docs/notebooks/getting_started_colab.ipynb | 280 +++- docs/notebooks/images/calistoCsys.png | Bin 0 -> 31836 bytes .../images/calistoMotorReference.png | Bin 0 -> 24859 bytes docs/notebooks/images/motorOrientation.png | Bin 0 -> 30430 bytes docs/notebooks/images/rocketCsys.png | Bin 0 -> 30327 bytes docs/notebooks/solid_motor_class_usage.ipynb | 1175 +------------ 13 files changed, 695 insertions(+), 3172 deletions(-) create mode 100644 docs/notebooks/images/calistoCsys.png create mode 100644 docs/notebooks/images/calistoMotorReference.png create mode 100644 docs/notebooks/images/motorOrientation.png create mode 100644 docs/notebooks/images/rocketCsys.png diff --git a/README.md b/README.md index 95d412ca7..d42eaff8b 100644 --- a/README.md +++ b/README.md @@ -16,7 +16,7 @@ # RocketPy -RocketPy is the next-generation trajectory simulation solution for High-Power Rocketry. The code is written as a [Python](http://www.python.org) library and allows for a complete 6 degrees of freedom simulation of a rocket's flight trajectory, including high fidelity variable mass effects as well as descent under parachutes. Weather conditions, such as wind profile, can be imported from sophisticated datasets, allowing for realistic scenarios. Furthermore, the implementation facilitates complex simulations, such as multi-stage rockets, design and trajectory optimization and dispersion analysis. +RocketPy is the next-generation trajectory simulation solution for High-Power Rocketry. The code is written as a [Python](http://www.python.org) library and allows for a complete 6 degrees of freedom simulation of a rocket's flight trajectory, including high-fidelity variable mass effects as well as descent under parachutes. Weather conditions, such as wind profiles, can be imported from sophisticated datasets, allowing for realistic scenarios. Furthermore, the implementation facilitates complex simulations, such as multi-stage rockets, design and trajectory optimization and dispersion analysis.
@@ -78,7 +78,7 @@ RocketPy is the next-generation trajectory simulation solution for High-Power Ro Flexible and modular
  • Straightforward engineering analysis (e.g. apogee and lifting off speed as a function of mass)
  • -
  • Non-standard flights (e.g. parachute drop test from helicopter)
  • +
  • Non-standard flights (e.g. parachute drop test from a helicopter)
  • Multi-stage rockets
  • Custom continuous and discrete control laws
  • Create new classes (e.g. other types of motors)
  • @@ -125,7 +125,7 @@ Check out documentation details using the links below: # Join Our Community! -RocketPy is growing fast! Many university groups and rocket hobbyist have already started using it. The number of stars and forks for this repository is skyrocketing. And this is all thanks to a great community of users, engineers, developers, marketing specialists, and everyone interested in helping. +RocketPy is growing fast! Many university groups and rocket hobbyists have already started using it. The number of stars and forks for this repository is skyrocketing. And this is all thanks to a great community of users, engineers, developers, marketing specialists, and everyone interested in helping. If you want to be a part of this and make RocketPy your own, join our [Discord](https://discord.gg/b6xYnNh) server today! @@ -133,7 +133,7 @@ If you want to be a part of this and make RocketPy your own, join our [Discord]( # Previewing -You can preview RocketPy's main functionalities by browsing through a sample notebook in [Google Colab](https://colab.research.google.com/github/RocketPy-Team/rocketpy/blob/master/docs/notebooks/getting_started_colab.ipynb). No installation required! +You can preview RocketPy's main functionalities by browsing through a sample notebook in [Google Colab](https://colab.research.google.com/github/RocketPy-Team/rocketpy/blob/master/docs/notebooks/getting_started_colab.ipynb). No installation is required! When you are ready to run RocketPy locally, you can read the *Getting Started* section! @@ -229,24 +229,36 @@ A sample code to create a Rocket is: ```python Calisto = Rocket( - motor=Pro75M1670, - radius=127/2000, - mass=19.197-2.956, + radius=127 / 2000, + mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, - powerOffDrag='../data/calisto/powerOffDragCurve.csv', - powerOnDrag='../data/calisto/powerOnDragCurve.csv' + powerOffDrag="../../data/calisto/powerOffDragCurve.csv", + powerOnDrag="../../data/calisto/powerOnDragCurve.csv", + centerOfDryMassPosition=0, + coordinateSystemOrientation="tailToNose", ) Calisto.setRailButtons([0.2, -0.5]) -NoseCone = Calisto.addNose(length=0.55829, kind="vonKarman", distanceToCM=0.71971) +Calisto.addMotor(Pro75M1670, position=-1.255) -FinSet = Calisto.addTrapezoildalFins(4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956) +NoseCone = Calisto.addNose(length=0.55829, kind="vonKarman", position=0.71971 + 0.55829) -Tail = Calisto.addTail(topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656) +FinSet = Calisto.addTrapezoidalFins( + n=4, + rootChord=0.120, + tipChord=0.040, + span=0.100, + position=-1.04956, + cantAngle=0, + radius=None, + airfoil=None, +) + +Tail = Calisto.addTail( + topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656 +) ``` You may want to add parachutes to your rocket as well: @@ -297,7 +309,7 @@ To see all available results, use: TestFlight.allInfo() ``` -Here is just a quick taste of what RocketPy is able to calculate. There are hundred of plots and data points computed by RocketPy to enhance your analyses. +Here is just a quick taste of what RocketPy is able to calculate. There are hundreds of plots and data points computed by RocketPy to enhance your analyses. ![6-DOF Trajectory Plot](docs/static/rocketpy_example_trajectory.svg) @@ -323,7 +335,7 @@ The easiest way to help RocketPy is to demonstrate your support by starring our If you are actively using RocketPy in one of your projects, reaching out to our core team via [Discord](https://discord.gg/b6xYnNh) and providing feedback can help improve RocketPy a lot! -And if you are interested in going one step further, please read [CONTRIBUTING.md](https://github.com/RocketPy-Team/RocketPy/blob/master/CONTRIBUTING.md) for details on our code of conduct and learn more on how you can contribute with the development of this next-gen trajectory simulation solution for rocketry. +And if you are interested in going one step further, please read [CONTRIBUTING.md](https://github.com/RocketPy-Team/RocketPy/blob/master/CONTRIBUTING.md) for details on our code of conduct and learn more about how you can contribute to the development of this next-gen trajectory simulation solution for rocketry.
    @@ -335,4 +347,4 @@ This project is licensed under the MIT License - see the [LICENSE.md](https://gi ## Release Notes -Want to know which bugs have been fixed and new features of each version? Check out the [release notes](https://github.com/RocketPy-Team/RocketPy/releases). +Want to know which bugs have been fixed and the new features of each version? Check out the [release notes](https://github.com/RocketPy-Team/RocketPy/releases). diff --git a/docs/development/rocketpy_as_developer.rst b/docs/development/rocketpy_as_developer.rst index adbe76a91..1add820b6 100644 --- a/docs/development/rocketpy_as_developer.rst +++ b/docs/development/rocketpy_as_developer.rst @@ -151,17 +151,18 @@ The first step is to initialize the class with the vital data: .. code-block:: python Calisto = Rocket( - motor=Pro75M1670, radius=127 / 2000, mass=19.197 - 2.956, inertiaI=6.60, inertiaZ=0.0351, - distanceRocketNozzle=-1.255, - distanceRocketPropellant=-0.85704, - powerOffDrag="../../data/calisto/powerOffDragCurve.csv", #copy here the path to the drag curve file - powerOnDrag="../../data/calisto/powerOnDragCurve.csv", #copy here the path to the drag curve file + powerOffDrag="../../data/calisto/powerOffDragCurve.csv", + powerOnDrag="../../data/calisto/powerOnDragCurve.csv", + centerOfDryMassPosition=0, + coordinateSystemOrientation="tailToNose", ) + Calisto.addMotor(Pro75M1670, position=-1.255) + Then the rail buttons must be set: .. code-block:: python @@ -174,11 +175,22 @@ In the example, a nosecone, one fin set and one tail were added, but each case c .. code-block:: python - NoseCone = Calisto.addNose(length=0.55829, kind="vonKarman", distanceToCM=0.71971) - - FinSet = Calisto.addFins(4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956) + NoseCone = Calisto.addNose(length=0.55829, kind="vonKarman", position=0.71971 + 0.55829) + + FinSet = Calisto.addTrapezoidalFins( + n=4, + rootChord=0.120, + tipChord=0.040, + span=0.100, + position=-1.04956, + cantAngle=0, + radius=None, + airfoil=None, + ) - Tail = Calisto.addTail(topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656) + Tail = Calisto.addTail( + topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656 + ) If you are considering the parachutes in the simulation, they also have to be added to the rocket object. A trigger function must be supplied to trigger the parachutes. diff --git a/docs/matlab/Getting_Started.html b/docs/matlab/Getting_Started.html index 34e7da99c..831639b68 100644 --- a/docs/matlab/Getting_Started.html +++ b/docs/matlab/Getting_Started.html @@ -523,7 +523,7 @@

    Creating a Motor

    A solid rocket motor is used in this case. To create a motor, the SolidMotor class is used and the required arguments are given.
    The SolidMotor class requires the user to have a thrust curve ready. This can come either from a .eng file for a commercial motor, such as below, or a .csv file from a static test measurement.
    Besides the thrust curve, other parameters such as grain properties and nozzle dimensions must also be given.
    -
    Pro75M1670 = rocketpy.SolidMotor(pyargs( ...
    'thrustSource', "../../data/motors/Cesaroni_M1670.eng", ...
    'burnOut', 3.9, ...
    'grainNumber', int32(5), ...
    'grainSeparation', 5 / 1000, ...
    'grainDensity', 1815, ...
    'grainOuterRadius', 33 / 1000, ...
    'grainInitialInnerRadius', 15 / 1000, ...
    'grainInitialHeight', 120 / 1000, ...
    'nozzleRadius', 33 / 1000, ...
    'throatRadius', 11 / 1000, ...
    'interpolationMethod', "linear" ...
    ));
    +
    Pro75M1670 = rocketpy.SolidMotor(pyargs( ...
    'thrustSource', "../../data/motors/Cesaroni_M1670.eng", ...
    'burnOut', 3.9, ...
    'grainsCenterOfMassPosition', -0.85704, ...
    'grainNumber', int32(5), ...
    'grainSeparation', 5 / 1000, ...
    'grainDensity', 1815, ...
    'grainOuterRadius', 33 / 1000, ...
    'grainInitialInnerRadius', 15 / 1000, ...
    'grainInitialHeight', 120 / 1000, ...
    'nozzleRadius', 33 / 1000, ...
    'throatRadius', 11 / 1000, ...
    'interpolationMethod', "linear" ...
    ));
    To see what our thrust curve looks like, along with other import properties, we invoke the info method yet again. You may try the allInfo method if you want more information all at once!
    Pro75M1670.info()
    Motor Details @@ -540,10 +540,10 @@

    Creating a Motor

    Creating a Rocket

    A rocket is composed of several components. Namely, we must have a motor (good thing we have the Pro75M1670 ready), a couple of aerodynamic surfaces (nose cone, fins and tail) and parachutes (if we are not launching a missile).
    Let's start by initializing our rocket, named Calisto, supplying it with the Pro75M1670 engine, entering its inertia properties, some dimensions and also its drag curves.
    -
    Calisto = rocketpy.Rocket(pyargs( ...
    'motor', Pro75M1670, ...
    'radius', 127 / 2000, ...
    'mass', 19.197 - 2.956, ...
    'inertiaI', 6.60, ...
    'inertiaZ', 0.0351, ...
    'distanceRocketNozzle', -1.255, ...
    'distanceRocketPropellant', -0.85704, ...
    'powerOffDrag', "../../data/calisto/powerOffDragCurve.csv", ...
    'powerOnDrag', "../../data/calisto/powerOnDragCurve.csv" ...
    ));
    Calisto.setRailButtons([0.2, -0.5])
    +
    Calisto = rocketpy.Rocket(pyargs( ...
    'radius', 127 / 2000, ...
    'mass', 19.197 - 2.956, ...
    'inertiaI', 6.60, ...
    'inertiaZ', 0.0351, ...
    'powerOffDrag', "../../data/calisto/powerOffDragCurve.csv", ...
    'powerOnDrag', "../../data/calisto/powerOnDragCurve.csv" ...
    'nozzlePosition', -1.255, ...
    'coordinateSystemOrientation', "nozzleToCombustionChamber", ...
    ));
    Calisto.setRailButtons([0.2, -0.5])
    Calisto.addMotor(Pro75M1670, position=-1.255)

    Adding Aerodynamic Surfaces

    Now we define the aerodynamic surfaces. They are really straight forward.
    -
    NoseCone = rocketpy.Rocket.addNose(pyargs( ...
    'self', Calisto, ...
    'length', 0.55829, ...
    'kind', "vonKarman", ...
    'distanceToCM', 0.71971 ...
    ));
    FinSet = rocketpy.Rocket.addTrapezoidalFins(pyargs( ...
    'self', Calisto, ...
    'n', int32(4), ...
    'span', 0.100, ...
    'rootChord', 0.120, ...
    'tipChord', 0.040, ...
    'distanceToCM', -1.04956 ...
    ));
    Tail = rocketpy.Rocket.addTail(pyargs( ...
    'self', Calisto, ...
    'topRadius', 0.0635, ...
    'bottomRadius', 0.0435, ...
    'length', 0.060, ...
    'distanceToCM', -1.194656 ...
    ));
    +
    NoseCone = rocketpy.Rocket.addNose(pyargs( ...
    'self', Calisto, ...
    'length', 0.55829, ...
    'kind', "vonKarman", ...
    'position', 1.278 ...
    ));
    FinSet = rocketpy.Rocket.addTrapezoidalFins(pyargs( ...
    'self', Calisto, ...
    'n', int32(4), ...
    'span', 0.100, ...
    'rootChord', 0.120, ...
    'tipChord', 0.040, ...
    'position', -1.04956 ...
    ));
    Tail = rocketpy.Rocket.addTail(pyargs( ...
    'self', Calisto, ...
    'topRadius', 0.0635, ...
    'bottomRadius', 0.0435, ...
    'length', 0.060, ...
    'position', -1.194656 ...
    ));

    Adding Parachutes

    Finally, we have parachutes! Calisto will have two parachutes, Drogue and Main.
    Both parachutes are activated by some special algorithm, which is usually really complex and a trade secret. Most algorithms are based on pressure sampling only, while some also use acceleration info.
    diff --git a/docs/matlab/Getting_Started.m b/docs/matlab/Getting_Started.m index c204c79d8..3f545af16 100644 --- a/docs/matlab/Getting_Started.m +++ b/docs/matlab/Getting_Started.m @@ -81,6 +81,7 @@ Pro75M1670 = rocketpy.SolidMotor(pyargs( ... 'thrustSource', "../../data/motors/Cesaroni_M1670.eng", ... 'burnOut', 3.9, ... + 'grainsCenterOfMassPosition', -0.85704, ... 'grainNumber', int32(5), ... 'grainSeparation', 5 / 1000, ... 'grainDensity', 1815, ... @@ -115,13 +116,15 @@ 'mass', 19.197 - 2.956, ... 'inertiaI', 6.60, ... 'inertiaZ', 0.0351, ... - 'distanceRocketNozzle', -1.255, ... - 'distanceRocketPropellant', -0.85704, ... 'powerOffDrag', "../../data/calisto/powerOffDragCurve.csv", ... 'powerOnDrag', "../../data/calisto/powerOnDragCurve.csv" ... + 'nozzlePosition', -1.255, ... + 'coordinateSystemOrientation', "nozzleToCombustionChamber", ... )); Calisto.setRailButtons([0.2, -0.5]) + +Calisto.addMotor(Pro75M1670, position=-1.255) % Adding Aerodynamic Surfaces % Now we define the aerodynamic surfaces. They are really straight forward. @@ -129,7 +132,7 @@ 'self', Calisto, ... 'length', 0.55829, ... 'kind', "vonKarman", ... - 'distanceToCM', 0.71971 ... + 'position', 1.278 ... )); FinSet = rocketpy.Rocket.addTrapezoidalFins(pyargs( ... @@ -138,7 +141,7 @@ 'span', 0.100, ... 'rootChord', 0.120, ... 'tipChord', 0.040, ... - 'distanceToCM', -1.04956 ... + 'position', -1.04956 ... )); Tail = rocketpy.Rocket.addTail(pyargs( ... @@ -146,7 +149,7 @@ 'topRadius', 0.0635, ... 'bottomRadius', 0.0435, ... 'length', 0.060, ... - 'distanceToCM', -1.194656 ... + 'position', -1.194656 ... )); % Adding Parachutes % Finally, we have parachutes! Calisto will have two parachutes, Drogue and diff --git a/docs/notebooks/dispersion_analysis/dispersion_analysis.ipynb b/docs/notebooks/dispersion_analysis/dispersion_analysis.ipynb index 8db8af75a..40fd74f84 100644 --- a/docs/notebooks/dispersion_analysis/dispersion_analysis.ipynb +++ b/docs/notebooks/dispersion_analysis/dispersion_analysis.ipynb @@ -69,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": { "id": "rNY7u8fApOP_" }, @@ -95,7 +95,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": { "id": "0uEmvBIt5Ltg" }, @@ -135,7 +135,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": { "id": "fwoCdOgKpOQD" }, @@ -241,7 +241,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": { "id": "5XCL9JaIpOQH" }, @@ -286,7 +286,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": { "id": "1eC2p3jEpOQO" }, @@ -378,7 +378,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -387,17 +387,7 @@ "id": "GILiaO30pOQS", "outputId": "5a2ae15d-5c16-4ae0-f28b-165730d2419d" }, - "outputs": [ - { - "data": { - "text/plain": [ - "'Curent iteration: 019999 | Average Time per Iteration: 0.000289 s'" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Basic analysis info\n", "filename = \"dispersion_analysis_outputs/valetudo_rocket_v0\"\n", @@ -451,6 +441,7 @@ " reshapeThrustCurve=(setting[\"burnOut\"], setting[\"impulse\"]),\n", " nozzleRadius=setting[\"nozzleRadius\"],\n", " throatRadius=setting[\"throatRadius\"],\n", + " grainsCenterOfMassPosition=setting[\"distanceRocketPropellant\"],\n", " grainNumber=6,\n", " grainSeparation=setting[\"grainSeparation\"],\n", " grainDensity=setting[\"grainDensity\"],\n", @@ -458,21 +449,24 @@ " grainInitialInnerRadius=setting[\"grainInitialInnerRadius\"],\n", " grainInitialHeight=setting[\"grainInitialHeight\"],\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=setting[\"distanceRocketNozzle\"],\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", " )\n", - "\n", " # Create rocket\n", " Valetudo = Rocket(\n", - " motor=Keron,\n", " radius=setting[\"radius\"],\n", " mass=setting[\"rocketMass\"],\n", " inertiaI=setting[\"inertiaI\"],\n", " inertiaZ=setting[\"inertiaZ\"],\n", - " distanceRocketNozzle=setting[\"distanceRocketNozzle\"],\n", - " distanceRocketPropellant=setting[\"distanceRocketPropellant\"],\n", " powerOffDrag=\"dispersion_analysis_inputs/Cd_PowerOff.csv\",\n", " powerOnDrag=\"dispersion_analysis_inputs/Cd_PowerOn.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", " )\n", " Valetudo.setRailButtons([0.224, -0.93], 30)\n", + "\n", + " Valetudo.addMotor(Keron, position=setting[\"distanceRocketNozzle\"])\n", + "\n", " # Edit rocket drag\n", " Valetudo.powerOffDrag *= setting[\"powerOffDrag\"]\n", " Valetudo.powerOnDrag *= setting[\"powerOnDrag\"]\n", @@ -480,15 +474,14 @@ " NoseCone = Valetudo.addNose(\n", " length=setting[\"noseLength\"],\n", " kind=\"vonKarman\",\n", - " distanceToCM=setting[\"noseDistanceToCM\"],\n", + " position=setting[\"noseDistanceToCM\"]+setting[\"noseLength\"],\n", " )\n", " FinSet = Valetudo.addTrapezoidalFins(\n", " n=3,\n", " span=setting[\"finSpan\"],\n", " rootChord=setting[\"finRootChord\"],\n", " tipChord=setting[\"finTipChord\"],\n", - " distanceToCM=setting[\"finDistanceToCM\"],\n", - " radius=0,\n", + " position=setting[\"finDistanceToCM\"],\n", " cantAngle=0,\n", " airfoil=None,\n", " )\n", @@ -558,7 +551,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -566,15 +559,7 @@ "id": "-7qgTJzRpOQb", "outputId": "76d2cecd-a09f-429f-cca2-f4e03e39d49e" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of simulations: 20000\n" - ] - } - ], + "outputs": [], "source": [ "filename = \"dispersion_analysis_outputs/valetudo_rocket_v0\"\n", "\n", @@ -648,7 +633,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -657,28 +642,7 @@ "id": "1JQSzd5cpOQh", "outputId": "455abcdf-9dd7-4689-9523-50154c7fb302" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Out of Rail Time - Mean Value: 1.084 s\n", - "Out of Rail Time - Standard Deviation: 0.183 s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T19:04:11.797608\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Out of Rail Time - Mean Value: {np.mean(dispersion_results[\"outOfRailTime\"]):0.3f} s'\n", @@ -718,7 +682,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -727,28 +691,7 @@ "id": "jE23vILMpOQm", "outputId": "aa04f5a4-26f2-47e8-831a-41d3e76b616f" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Out of Rail Velocity - Mean Value: 23.081 m/s\n", - "Out of Rail Velocity - Standard Deviation: 3.116 m/s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:47.959518\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Out of Rail Velocity - Mean Value: {np.mean(dispersion_results[\"outOfRailVelocity\"]):0.3f} m/s'\n", @@ -776,7 +719,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -785,28 +728,7 @@ "id": "l8zjT_VjpOQq", "outputId": "1c15fe12-afae-4035-f085-7d82e61d24d9" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Apogee Time - Mean Value: 14.305 s\n", - "Apogee Time - Standard Deviation: 0.344 s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:48.668781\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Apogee Time - Mean Value: {np.mean(dispersion_results[\"apogeeTime\"]):0.3f} s'\n", @@ -834,7 +756,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -843,28 +765,7 @@ "id": "gWWMoOClpOQv", "outputId": "88f2cf05-142c-4bb1-ce64-9879696107a7" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Apogee Altitude - Mean Value: 847.247 m\n", - "Apogee Altitude - Standard Deviation: 42.020 m\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:49.466956\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Apogee Altitude - Mean Value: {np.mean(dispersion_results[\"apogeeAltitude\"]):0.3f} m'\n", @@ -894,7 +795,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -903,28 +804,7 @@ "id": "nGdsF9VppOQ3", "outputId": "b4f0a3aa-afa1-4942-91b8-8ad61d263244" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Apogee X Position - Mean Value: 108.492 m\n", - "Apogee X Position - Standard Deviation: 24.629 m\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:50.197193\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Apogee X Position - Mean Value: {np.mean(dispersion_results[\"apogeeX\"]):0.3f} m'\n", @@ -952,7 +832,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -961,28 +841,7 @@ "id": "ocq6GmeNpOQ8", "outputId": "f3a45339-c0a6-4819-bd03-60f7fe6df963" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Apogee Y Position - Mean Value: 107.614 m\n", - "Apogee Y Position - Standard Deviation: 19.732 m\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:50.895468\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Apogee Y Position - Mean Value: {np.mean(dispersion_results[\"apogeeY\"]):0.3f} m'\n", @@ -1010,7 +869,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1019,28 +878,7 @@ "id": "52j6t5-MpORB", "outputId": "9cba31b1-c731-402f-b138-df5c72521408" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Impact Time - Mean Value: 62.911 s\n", - "Impact Time - Standard Deviation: 4.159 s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:51.588750\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Impact Time - Mean Value: {np.mean(dispersion_results[\"impactTime\"]):0.3f} s'\n", @@ -1068,7 +906,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1077,28 +915,7 @@ "id": "uzL8-1UGpORF", "outputId": "5c74f8d1-b909-44cf-a5c9-2f1b5e9dda1d" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Impact X Position - Mean Value: 364.105 m\n", - "Impact X Position - Standard Deviation: 46.835 m\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:52.272039\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Impact X Position - Mean Value: {np.mean(dispersion_results[\"impactX\"]):0.3f} m'\n", @@ -1126,7 +943,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1135,28 +952,7 @@ "id": "Q-ghmNVopORM", "outputId": "cd0c81a8-a3fc-4710-cadf-a20cf0882bec" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Impact Y Position - Mean Value: 16.109 m\n", - "Impact Y Position - Standard Deviation: 36.402 m\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:53.068212\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Impact Y Position - Mean Value: {np.mean(dispersion_results[\"impactY\"]):0.3f} m'\n", @@ -1184,7 +980,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1193,28 +989,7 @@ "id": "Ryx7KEEVpORP", "outputId": "90cdcf97-affc-4f09-ed2a-9b854257a8a0" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Impact Velocity - Mean Value: -18.280 m/s\n", - "Impact Velocity - Standard Deviation: 1.503 m/s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:53.778475\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Impact Velocity - Mean Value: {np.mean(dispersion_results[\"impactVelocity\"]):0.3f} m/s'\n", @@ -1244,7 +1019,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1253,32 +1028,7 @@ "id": "a2Tpo9hjpORT", "outputId": "94129858-cd6b-4af6-8f88-66923455a566" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Initial Static Margin - Mean Value: 1.998 c\n", - "Initial Static Margin - Standard Deviation: 0.326 c\n", - "Out of Rail Static Margin - Mean Value: 2.178 c\n", - "Out of Rail Static Margin - Standard Deviation: 0.330 c\n", - "Final Static Margin - Mean Value: 3.026 c\n", - "Final Static Margin - Standard Deviation: 0.347 c\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:55.486698\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Initial Static Margin - Mean Value: {np.mean(dispersion_results[\"initialStaticMargin\"]):0.3f} c'\n", @@ -1325,7 +1075,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1334,28 +1084,7 @@ "id": "nOu1O8MXpORY", "outputId": "7510aec8-7b73-4751-f033-8367cd0c9bdc" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum Velocity - Mean Value: 124.881 m/s\n", - "Maximum Velocity - Standard Deviation: 5.655 m/s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:56.395755\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Maximum Velocity - Mean Value: {np.mean(dispersion_results[\"maxVelocity\"]):0.3f} m/s'\n", @@ -1385,7 +1114,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1394,20 +1123,7 @@ "id": "yhcWi2kCpORb", "outputId": "dee54569-8213-46cc-e287-9fffd2b8e43c" }, - "outputs": [ - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:56.971158\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.figure()\n", "plt.hist(dispersion_results[\"numberOfEvents\"])\n", @@ -1428,7 +1144,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1437,28 +1153,7 @@ "id": "lvCksZG8pORf", "outputId": "3efd19ed-11e9-41d1-8e66-04da384665ce" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Drogue Parachute Trigger Time - Mean Value: 13.338 s\n", - "Drogue Parachute Trigger Time - Standard Deviation: 0.347 s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:57.599505\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Drogue Parachute Trigger Time - Mean Value: {np.mean(dispersion_results[\"drogueTriggerTime\"]):0.3f} s'\n", @@ -1486,7 +1181,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1495,28 +1190,7 @@ "id": "KCYKVFYXpORj", "outputId": "8ae49853-0f08-4bf6-9bd8-91a7c9a9448d" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Drogue Parachute Fully Inflated Time - Mean Value: 15.106 s\n", - "Drogue Parachute Fully Inflated Time - Standard Deviation: 0.608 s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:58.270807\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Drogue Parachute Fully Inflated Time - Mean Value: {np.mean(dispersion_results[\"drogueInflatedTime\"]):0.3f} s'\n", @@ -1544,7 +1218,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1553,28 +1227,7 @@ "id": "KxrpPUzqpORn", "outputId": "9c102bdb-b805-4aa1-b3a2-1ac329c76976" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Drogue Parachute Fully Inflated Velocity - Mean Value: 13.936 m/s\n", - "Drogue Parachute Fully Inflated Velocity - Standard Deviation: 3.091 m/s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:34:58.924128\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Drogue Parachute Fully Inflated Velocity - Mean Value: {np.mean(dispersion_results[\"drogueInflatedVelocity\"]):0.3f} m/s'\n", @@ -1602,7 +1255,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": null, "metadata": { "cellView": "both", "colab": { @@ -1612,18 +1265,7 @@ "id": "DZRrk_bIr3iG", "outputId": "b4a5a583-7f53-473a-bec2-2636cdf28a7c" }, - "outputs": [ - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-07T18:35:10.687908\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Import libraries\n", "from imageio import imread\n", @@ -1755,7 +1397,7 @@ }, "language_info": { "name": "python", - "version": "3.10.5" + "version": "3.10.5 (tags/v3.10.5:f377153, Jun 6 2022, 16:14:13) [MSC v.1929 64 bit (AMD64)]" }, "vscode": { "interpreter": { diff --git a/docs/notebooks/dispersion_analysis/parachute_drop_from_helicopter.ipynb b/docs/notebooks/dispersion_analysis/parachute_drop_from_helicopter.ipynb index 9c8143788..b64958a7a 100644 --- a/docs/notebooks/dispersion_analysis/parachute_drop_from_helicopter.ipynb +++ b/docs/notebooks/dispersion_analysis/parachute_drop_from_helicopter.ipynb @@ -61,7 +61,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { "id": "rNY7u8fApOP_" }, @@ -87,7 +87,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": { "id": "0uEmvBIt5Ltg" }, @@ -127,7 +127,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": { "id": "fwoCdOgKpOQD" }, @@ -233,7 +233,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": { "id": "5XCL9JaIpOQH" }, @@ -278,7 +278,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": { "id": "1eC2p3jEpOQO" }, @@ -370,7 +370,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -379,17 +379,7 @@ "id": "GILiaO30pOQS", "outputId": "5a2ae15d-5c16-4ae0-f28b-165730d2419d" }, - "outputs": [ - { - "data": { - "text/plain": [ - "'Completed 4000 iterations successfully. Total CPU time: 646.875 s. Total wall time: 668.0580973625183 s'" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Basic analysis info\n", "filename = \"dispersion_analysis_outputs/parachute_drop_from_helicopter\"\n", @@ -443,6 +433,7 @@ " reshapeThrustCurve=(setting[\"burnOut\"], setting[\"impulse\"]),\n", " nozzleRadius=setting[\"nozzleRadius\"],\n", " throatRadius=setting[\"throatRadius\"],\n", + " grainsCenterOfMassPosition=setting[\"distanceRocketPropellant\"],\n", " grainNumber=6,\n", " grainSeparation=setting[\"grainSeparation\"],\n", " grainDensity=setting[\"grainDensity\"],\n", @@ -450,21 +441,25 @@ " grainInitialInnerRadius=setting[\"grainInitialInnerRadius\"],\n", " grainInitialHeight=setting[\"grainInitialHeight\"],\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=setting[\"distanceRocketNozzle\"],\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", " )\n", "\n", " # Create rocket\n", " Valetudo = Rocket(\n", - " motor=Keron,\n", " radius=setting[\"radius\"],\n", " mass=setting[\"rocketMass\"],\n", " inertiaI=setting[\"inertiaI\"],\n", " inertiaZ=setting[\"inertiaZ\"],\n", - " distanceRocketNozzle=setting[\"distanceRocketNozzle\"],\n", - " distanceRocketPropellant=setting[\"distanceRocketPropellant\"],\n", " powerOffDrag=\"dispersion_analysis_inputs/Cd_PowerOff.csv\",\n", " powerOnDrag=\"dispersion_analysis_inputs/Cd_PowerOn.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", " )\n", " Valetudo.setRailButtons([0.224, -0.93], 30)\n", + "\n", + " Valetudo.addMotor(Keron, position=setting[\"distanceRocketNozzle\"])\n", + "\n", " # Edit rocket drag\n", " Valetudo.powerOffDrag *= setting[\"powerOffDrag\"]\n", " Valetudo.powerOnDrag *= setting[\"powerOnDrag\"]\n", @@ -472,15 +467,14 @@ " NoseCone = Valetudo.addNose(\n", " length=setting[\"noseLength\"],\n", " kind=\"vonKarman\",\n", - " distanceToCM=setting[\"noseDistanceToCM\"],\n", + " position=setting[\"noseDistanceToCM\"]+setting[\"noseLength\"],\n", " )\n", " FinSet = Valetudo.addTrapezoidalFins(\n", " n=3,\n", " span=setting[\"finSpan\"],\n", " rootChord=setting[\"finRootChord\"],\n", " tipChord=setting[\"finTipChord\"],\n", - " distanceToCM=setting[\"finDistanceToCM\"],\n", - " radius=0,\n", + " position=setting[\"finDistanceToCM\"],\n", " cantAngle=0,\n", " airfoil=None,\n", " )\n", @@ -566,7 +560,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -574,15 +568,7 @@ "id": "-7qgTJzRpOQb", "outputId": "76d2cecd-a09f-429f-cca2-f4e03e39d49e" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of simulations: 4000\n" - ] - } - ], + "outputs": [], "source": [ "filename = \"dispersion_analysis_outputs/parachute_drop_from_helicopter\"\n", "\n", @@ -656,7 +642,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -665,28 +651,7 @@ "id": "l8zjT_VjpOQq", "outputId": "1c15fe12-afae-4035-f085-7d82e61d24d9" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Apogee Time - Mean Value: 0.101 s\n", - "Apogee Time - Standard Deviation: 0.000 s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:10.603136\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Apogee Time - Mean Value: {np.mean(dispersion_results[\"apogeeTime\"]):0.3f} s'\n", @@ -714,7 +679,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -723,28 +688,7 @@ "id": "gWWMoOClpOQv", "outputId": "88f2cf05-142c-4bb1-ce64-9879696107a7" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Apogee Altitude - Mean Value: 800.051 m\n", - "Apogee Altitude - Standard Deviation: 0.000 m\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:11.184531\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Apogee Altitude - Mean Value: {np.mean(dispersion_results[\"apogeeAltitude\"]):0.3f} m'\n", @@ -774,7 +718,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -783,28 +727,7 @@ "id": "nGdsF9VppOQ3", "outputId": "b4f0a3aa-afa1-4942-91b8-8ad61d263244" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Apogee X Position - Mean Value: 1.012 m\n", - "Apogee X Position - Standard Deviation: 0.000 m\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:11.692623\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Apogee X Position - Mean Value: {np.mean(dispersion_results[\"apogeeX\"]):0.3f} m'\n", @@ -832,7 +755,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -841,28 +764,7 @@ "id": "ocq6GmeNpOQ8", "outputId": "f3a45339-c0a6-4819-bd03-60f7fe6df963" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Apogee Y Position - Mean Value: 1.009 m\n", - "Apogee Y Position - Standard Deviation: 0.000 m\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:12.137787\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Apogee Y Position - Mean Value: {np.mean(dispersion_results[\"apogeeY\"]):0.3f} m'\n", @@ -890,7 +792,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -899,28 +801,7 @@ "id": "52j6t5-MpORB", "outputId": "9cba31b1-c731-402f-b138-df5c72521408" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Impact Time - Mean Value: 44.512 s\n", - "Impact Time - Standard Deviation: 3.319 s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:12.593856\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Impact Time - Mean Value: {np.mean(dispersion_results[\"impactTime\"]):0.3f} s'\n", @@ -948,7 +829,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -957,28 +838,7 @@ "id": "uzL8-1UGpORF", "outputId": "5c74f8d1-b909-44cf-a5c9-2f1b5e9dda1d" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Impact X Position - Mean Value: 278.812 m\n", - "Impact X Position - Standard Deviation: 16.320 m\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:13.087803\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Impact X Position - Mean Value: {np.mean(dispersion_results[\"impactX\"]):0.3f} m'\n", @@ -1006,7 +866,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1015,28 +875,7 @@ "id": "Q-ghmNVopORM", "outputId": "cd0c81a8-a3fc-4710-cadf-a20cf0882bec" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Impact Y Position - Mean Value: -90.965 m\n", - "Impact Y Position - Standard Deviation: 19.915 m\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:13.576831\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Impact Y Position - Mean Value: {np.mean(dispersion_results[\"impactY\"]):0.3f} m'\n", @@ -1064,7 +903,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1073,28 +912,7 @@ "id": "Ryx7KEEVpORP", "outputId": "90cdcf97-affc-4f09-ed2a-9b854257a8a0" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Impact Velocity - Mean Value: -18.218 m/s\n", - "Impact Velocity - Standard Deviation: 1.476 m/s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:14.014911\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Impact Velocity - Mean Value: {np.mean(dispersion_results[\"impactVelocity\"]):0.3f} m/s'\n", @@ -1124,7 +942,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1133,28 +951,7 @@ "id": "nOu1O8MXpORY", "outputId": "7510aec8-7b73-4751-f033-8367cd0c9bdc" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum Velocity - Mean Value: 24.982 m/s\n", - "Maximum Velocity - Standard Deviation: 5.492 m/s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:14.439473\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Maximum Velocity - Mean Value: {np.mean(dispersion_results[\"maxVelocity\"]):0.3f} m/s'\n", @@ -1184,7 +981,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1193,20 +990,7 @@ "id": "yhcWi2kCpORb", "outputId": "dee54569-8213-46cc-e287-9fffd2b8e43c" }, - "outputs": [ - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:14.810783\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.figure()\n", "plt.hist(dispersion_results[\"numberOfEvents\"])\n", @@ -1227,7 +1011,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1236,28 +1020,7 @@ "id": "lvCksZG8pORf", "outputId": "3efd19ed-11e9-41d1-8e66-04da384665ce" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Drogue Parachute Trigger Time - Mean Value: 0.105 s\n", - "Drogue Parachute Trigger Time - Standard Deviation: 0.000 s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:15.346227\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Drogue Parachute Trigger Time - Mean Value: {np.mean(dispersion_results[\"drogueTriggerTime\"]):0.3f} s'\n", @@ -1285,7 +1048,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1294,28 +1057,7 @@ "id": "KCYKVFYXpORj", "outputId": "8ae49853-0f08-4bf6-9bd8-91a7c9a9448d" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Drogue Parachute Fully Inflated Time - Mean Value: 2.257 s\n", - "Drogue Parachute Fully Inflated Time - Standard Deviation: 0.887 s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:15.950669\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Drogue Parachute Fully Inflated Time - Mean Value: {np.mean(dispersion_results[\"drogueInflatedTime\"]):0.3f} s'\n", @@ -1343,7 +1085,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -1352,28 +1094,7 @@ "id": "KxrpPUzqpORn", "outputId": "9c102bdb-b805-4aa1-b3a2-1ac329c76976" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Drogue Parachute Fully Inflated Velocity - Mean Value: 24.155 m/s\n", - "Drogue Parachute Fully Inflated Velocity - Standard Deviation: 6.286 m/s\n" - ] - }, - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:16.493646\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "print(\n", " f'Drogue Parachute Fully Inflated Velocity - Mean Value: {np.mean(dispersion_results[\"drogueInflatedVelocity\"]):0.3f} m/s'\n", @@ -1401,7 +1122,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "metadata": { "cellView": "both", "colab": { @@ -1411,18 +1132,7 @@ "id": "DZRrk_bIr3iG", "outputId": "b4a5a583-7f53-473a-bec2-2636cdf28a7c" }, - "outputs": [ - { - "data": { - "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n 2021-04-08T00:47:19.966912\r\n image/svg+xml\r\n \r\n \r\n Matplotlib v3.3.2, https://matplotlib.org/\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n\r\n", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Import libraries\n", "from imageio import imread\n", @@ -1557,7 +1267,7 @@ }, "language_info": { "name": "python", - "version": "3.10.5" + "version": "3.10.5 (tags/v3.10.5:f377153, Jun 6 2022, 16:14:13) [MSC v.1929 64 bit (AMD64)]" }, "vscode": { "interpreter": { diff --git a/docs/notebooks/getting_started.ipynb b/docs/notebooks/getting_started.ipynb index 35ae83927..0f86c6017 100644 --- a/docs/notebooks/getting_started.ipynb +++ b/docs/notebooks/getting_started.ipynb @@ -16,7 +16,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -65,7 +65,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -85,7 +85,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -107,7 +107,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -123,71 +123,9 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Launch Site Details\n", - "\n", - "Launch Rail Length: 5.2 m\n", - "Launch Date: 2022-11-17 12:00:00 UTC\n", - "Launch Site Latitude: 32.99025°\n", - "Launch Site Longitude: -106.97500°\n", - "Reference Datum: SIRGAS2000\n", - "Launch Site UTM coordinates: 315468.64 W 3651938.65 N\n", - "Launch Site UTM zone: 13S\n", - "Launch Site Surface Elevation: 1400.0 m\n", - "\n", - "\n", - "Atmospheric Model Details\n", - "\n", - "Atmospheric Model Type: StandardAtmosphere\n", - "StandardAtmosphere Maximum Height: 80.000 km\n", - "\n", - "\n", - "Surface Atmospheric Conditions\n", - "\n", - "Surface Wind Speed: 0.00 m/s\n", - "Surface Wind Direction: 0.00°\n", - "Surface Wind Heading: 0.00°\n", - "Surface Pressure: 855.99 hPa\n", - "Surface Temperature: 279.05 K\n", - "Surface Air Density: 1.069 kg/m³\n", - "Surface Speed of Sound: 334.54 m/s\n", - "\n", - "\n", - "Atmospheric Model Plots\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9e63e46fd9a946c98b469fbbe369d063", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "Env.info()" ] @@ -207,14 +145,14 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "Pro75M1670 = SolidMotor(\n", " thrustSource=\"../../data/motors/Cesaroni_M1670.eng\",\n", " burnOut=3.9,\n", - " grainsCenterOfMassPosition=-0.85704, # 0.39796,\n", + " grainsCenterOfMassPosition=-0.85704,\n", " grainNumber=5,\n", " grainSeparation=5 / 1000,\n", " grainDensity=1815,\n", @@ -229,6 +167,46 @@ ")" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The arguments *`nozzlePosition`* and *`coordinateSystemOrientation`* need to be handled with care since the coordinate system origin is chosen by the user. This means that *`nozzlePosition`* is given with respect to an arbitrary reference. The definition of these arguments are really helpful:\n", + "\n", + "- `coordinateSystemOrientation` : *string, optional*\n", + "\n", + " Orientation of the motor's coordinate system. The coordinate system is\n", + " defined by the motor's axis of symmetry. The origin of the coordinate\n", + " system may be placed anywhere along such axis, such as at the nozzle area,\n", + " and must be kept the same for all other positions specified.\n", + " Options are \"nozzleToCombustionChamber\" and \"combustionChamberToNozzle\".\n", + " Default is \"nozzleToCombustionChamber\".\n", + "\n", + "\n", + "- `nozzlePosition` : *float, optional*\n", + "\n", + " Motor's nozzle outlet position in meters. More specifically, the coordinate\n", + " of the nozzle outlet specified in the motor's coordinate system.\n", + " Default is 0, in which case the origin of the motor's coordinate system\n", + " is placed at the motor's nozzle outlet.\n", + "\n", + "- `grainsCenterOfMassPosition` : *float*\n", + "\n", + " Position of the center of mass of the grains in meters. More specifically,\n", + " the coordinate of the center of mass specified in the motor's coordinate\n", + "\n", + "\n", + "Here is a useful schematic for explanation:\n", + "\n", + "![Motor orientation explanation](https://github.com/RocketPy-Team/RocketPy/raw/master/docs/notebooks/images/motorOrientation.png)\n", + "\n", + "\n", + "In the Calisto example, the coordinate system origin we chose is at the center of dry mass of the rocket. Meaning the nozzle is 1.255 meters away from it. The minus sign comes from the `coordinateSystemOrientation` argument, which is responsible for defining the positive direction of the coordinate system. Here is a representation of the reference used in Calisto:\n", + "\n", + "\"Drawing\"" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -238,339 +216,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Nozzle Details\n", - "Nozzle Radius: 0.033 m\n", - "Nozzle Throat Radius: 0.011 m\n", - "\n", - "Grain Details\n", - "Number of Grains: 5\n", - "Grain Spacing: 0.005 m\n", - "Grain Density: 1815 kg/m3\n", - "Grain Outer Radius: 0.033 m\n", - "Grain Inner Radius: 0.015 m\n", - "Grain Height: 0.12 m\n", - "Grain Volume: 0.000 m3\n", - "Grain Mass: 0.591 kg\n", - "\n", - "Motor Details\n", - "Total Burning Time: 3.9 s\n", - "Total Propellant Mass: 2.956 kg\n", - "Propellant Exhaust Velocity: 2038.745 m/s\n", - "Average Thrust: 1545.218 N\n", - "Maximum Thrust: 2200.0 N at 0.15 s after ignition.\n", - "Total Impulse: 6026.350 Ns\n", - "\n", - "Plots\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "aad8c594484940dbaf48404e1e47e5a7", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e47e475f2da24872acabca7b8f5f4529", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "30caa3e326364902ad735833a42b7c0b", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d79374348165401eb9e06424a985897a", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "984ceefeed7a488abb69e99f03c4399e", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a3ba685b4fb94f76a0af003c2ce78497", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "4e07594426a846ea9c9ee17550ba87ea", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "4f55340e2a4347caaf61f26f1a72eef2", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "f4c66267ad844394b91c9bcdd7a376a0", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "07bc179e800948e6aa38a92d11de2dd5", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "fe08d8f7a7b64b2ab7c35eac6bb7aa9f", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAACKuUlEQVR4nOzdeVhU5dsH8O8sMGyyqWyKiIq7iKISaLmhmGbSgkuWSi5pYiqlpRlulT/NfSlcUlxzq8jKUMItBVFB3Mld3AZRBARkmznvH75Mjgw7eID5fq5rLpzn3Oc59z3D6O3ZRiIIggAiIiIi0htSsRMgIiIiopeLDSARERGRnmEDSERERKRn2AASERER6Rk2gERERER6hg0gERERkZ5hA0hERESkZ9gAEhEREekZNoBEREREeoYNIBEREZGeYQNIREREpGfYABIRERHpGTaARERERHqGDSARERGRnmEDSERERKRn2AASERER6Rk2gERERER6hg0gERERkZ5hA0hERESkZ9gAEhEREekZNoBEREREeoYNIBEREZGeYQNIREREpGfYABIRERHpGTaARERERHqGDSARERGRnmEDSERERKRn2AASERER6Rk2gERERER6hg0gERERkZ5hA0hERESkZ9gAEhEREekZNoBEREREeoYNIBEREZGeYQNIVElu3rwJiUSCkJAQzdisWbMgkUjES6qaqaqvV3p6OmxsbLB161axU3kpXnnlFUydOlXsNDR0fbaqArVajdatW+Obb74p9bq5ublwdHTE999/XwmZERXEBpCqtJCQEEgkEs3DyMgITZs2RUBAABITE8VOr0q6ePEiZs2ahZs3b5YoPr/JevjwYeUmVojMzEzMmjULhw4dqtTt5DcNxT1K0lQsW7YMtWrVwuDBgzVjhb2Ot2/fRuPGjWFtbY3Y2Ngy59+wYUOd4926dYNEIoGLi4vO5eHh4Zradu/erRk/efIkAgIC0KpVK5iamqJBgwYYOHAgLl++XGCOzz//HKtWrYJSqSxz/sXJf/2Ke3Tr1q3Sciivn376Cbdv30ZAQIDW+Llz5/Duu+/CyckJRkZGqFevHnr16oUVK1ZoYgwMDBAYGIhvvvkGWVlZLzt10kNysRMgKok5c+bA2dkZWVlZOHr0KH744Qfs3bsX58+fh4mJidjpVSkXL17E7Nmz0a1bt0KbhqokMzMTs2fPBoAC/7jPmDEDX3zxRYVsp27duti8ebPOZSqVCoGBgUhPT0e7du2KnCc3NxfLli3D5MmTIZPJioy9e/cuunfvjuTkZPz9999o3759qXLet28ffHx8CuR68OBBeHt7a8aMjIxw9epVnDhxAp06ddKK37p1K4yMjAo0FfPnz8exY8fg5+cHV1dXKJVKrFy5Eu3bt8fx48fRunVrTeyAAQNgbm6O77//HnPmzClVDSX19ttvo0mTJprn6enpGDduHN566y28/fbbmnFbW1s4OTnh6dOnMDAwqJRcyuq7777D4MGDYWFhoRmLjIxE9+7d0aBBA4wePRp2dna4ffs2jh8/jmXLlmHChAmaWH9/f3zxxRfYtm0bPvzwQzFKIH0iEFVhGzZsEAAIJ0+e1BoPDAwUAAjbtm0rdN309PTKTq9IN27cEAAIGzZs0IzNnDlTqOyP3a5duwQAwsGDB0sUn59TUlJSpeb1IpVKJTx9+lRISkoSAAgzZ858qdt/3pdffikAEBYtWlRs7C+//CIAEK5evao1/uLrePfuXcHFxUWwtLQs8PtbEk+ePBG6d+8u9OrVS7hx44bg5OQkxMXFCR07dhSGDBkiqNVqQRAEoWvXrkKrVq2EZs2aCZMmTdKa4+nTp4K5ubnwzjvvCACEXbt2aZYdO3ZMyM7O1oq/fPmyoFAohKFDhxbIJyAgQHByctJst7JVhd+L0oiNjRUACH///bfWeN++fYW6desKjx8/LrBOYmJigbE33nhDePXVVysrTSINHgKmaqlHjx4AgBs3bgAARowYATMzM1y7dg19+/ZFrVq1MHToUABARkYGPv30Uzg6OkKhUKBZs2ZYuHAhBEHQmlMikSAgIABbt25Fs2bNYGRkBHd3dxw5cqTA9u/evYsPP/wQtra2UCgUaNWqFdavX1+mWjZs2IAePXrAxsYGCoUCLVu2xA8//FAgrmHDhnjjjTdw9OhRdOrUCUZGRmjUqBE2bdqkiQkJCYGfnx8AoHv37prDZqU9vNqtWze0bt0aFy9eRPfu3WFiYoJ69ephwYIFBWKzs7Mxc+ZMNGnSBAqFAo6Ojpg6dSqys7O14p5/fVu1agWFQoHg4GDUrVsXADB79mxNvrNmzQKg+xzAkr5eJRUREYF58+ahb9++mDx5crHxoaGhaNiwIRo3blxozP3799G9e3c8ePAA+/fvR4cOHQrErFq1Co0aNYKxsTE6deqEf/75B926ddPsBTUzM8OBAwcwfvx4vPXWW7h//z7Gjh2LxYsXY9u2bQVelyFDhmDHjh1Qq9Wasd9//x2ZmZkYOHBgge17eXnB0NBQa8zFxQWtWrXCpUuXCsT36tULt27dQlxcXFEvD2bOnAmpVIqIiAit8TFjxsDQ0BBnzpwpcv2S0HUOYP7fAQkJCXjjjTdgZmaGevXqYdWqVQCeHYbt0aMHTE1N4eTkhG3bthWYNyUlBZMmTdL8XdGkSRPMnz9f6zUtTGhoKAwNDfHaa69pjV+7dg2tWrWCpaVlgXVsbGwKjPXq1QtHjx5FcnJysdskKg82gFQtXbt2DQBQu3ZtzVheXh58fHxgY2ODhQsX4p133oEgCHjzzTexZMkS9OnTB4sXL0azZs0wZcoUBAYGFpj38OHDmDRpEt5//33MmTMHjx49Qp8+fXD+/HlNTGJiIl555RX8/fffCAgIwLJly9CkSROMHDkSS5cuLXUtP/zwA5ycnDB9+nQsWrQIjo6O+PjjjzX/cD3v6tWrePfdd9GrVy8sWrQIVlZWGDFiBC5cuAAAeO211/DJJ58AAKZPn47Nmzdj8+bNaNGiRanzevz4Mfr06YO2bdti0aJFaN68OT7//HP89ddfmhi1Wo0333wTCxcuRP/+/bFixQr4+vpiyZIlGDRoUIE5Dxw4gMmTJ2PQoEFYtmwZOnbsqGne3nrrLU2+zx/yK8/rVZzExEQMHToUdnZ22LhxY4kuOImMjCzyUG5iYiJ69OgBpVKJffv2oWPHjjprCAgIQP369bFgwQK8+uqr8PX1xZ07dwrESqVSrbwKy/G9997D/fv3tZr9bdu2oWfPnjobDV0EQUBiYiLq1KlTYJm7uzsA4NixY0XOMWPGDLi5uWHkyJF48uQJgGeHsteuXYugoCC0bdu2RLmUhUqlwuuvvw5HR0csWLAADRs2REBAAEJCQtCnTx906NAB8+fPR61atTBs2DDNfyCBZ6cidO3aFVu2bMGwYcOwfPlydO7cGdOmTdP5d8WLIiMj0bp16wKHpZ2cnBATE6P1d0hR3N3dIQgCIiMjS1c8UWmJuwOSqGj5h4D//vtvISkpSbh9+7awfft2oXbt2oKxsbFw584dQRAEYfjw4QIA4YsvvtBaPzQ0VAAgfP3111rj7777riCRSLQO4wEQAAinTp3SjN26dUswMjIS3nrrLc3YyJEjBXt7e+Hhw4dacw4ePFiwsLAQMjMzBUEo+SHg/Pjn+fj4CI0aNdIac3JyEgAIR44c0Yw9ePBAUCgUwqeffqoZq4hDwF27dhUACJs2bdKMZWdnC3Z2dsI777yjGdu8ebMglUqFf/75R2vO4OBgAYBw7NgxzRgAQSqVChcuXNCKLepQX3ler+KoVCqhV69eglQqLfFrlZubK0gkEq3X+8VcnZycBHNzcyEqKkrnHNnZ2ULt2rWFjh07Crm5uZrxkJAQAYDQtWtXQRCeHQLu1auX0KtXL+H69etah4Dfe++9AoeABUEQOnToIIwcOVIQBEF4/PixYGhoKGzcuFE4ePBggUPAumzevFkAIPz44486lxsaGgrjxo0r+kUSBOHcuXOCoaGhMGrUKOHx48dCvXr1hA4dOmjVW5yifi90fbby/w749ttvNWOPHz8WjI2NBYlEImzfvl0zHh8fX2DuuXPnCqampsLly5e1tvXFF18IMplMSEhIKDLf+vXra3028u3fv1+QyWSCTCYTPD09halTpwr79u0TcnJydM5z7949AYAwf/78IrdHVF7cA0jVgre3N+rWrQtHR0cMHjwYZmZm+PXXX1GvXj2tuHHjxmk937t3L2QymWavWL5PP/0UgiBo7c0CAE9PT82eDgBo0KABBgwYgH379kGlUkEQBPz888/o378/BEHAw4cPNQ8fHx+kpqaW+kpPY2NjzZ9TU1Px8OFDdO3aFdevX0dqaqpWbMuWLfHqq69qntetWxfNmjXD9evXS7XNkjAzM8P777+veW5oaIhOnTppbWvXrl1o0aIFmjdvrvVa5B+iP3jwoNacXbt2RcuWLcuVV2ler6L873//Q3h4OL788ssSX1manJwMQRBgZWVVaExiYiLMzMxgb2+vc/mpU6fw6NEjjB49GnL5f9fhDR06VGteMzMzBAYGYv/+/XB2dgYAtG3bFlFRURgxYoTOPYHvvfcefvnlF+Tk5GD37t2QyWR46623SlRbfHw8xo8fD09PTwwfPlxnjJWVVYmuFm/dujVmz56NdevWwcfHBw8fPsTGjRu16q0so0aN0vzZ0tISzZo1g6mpqdZh8GbNmsHS0rLA7/Krr76qqTH/4e3tDZVKpfNUkOc9evRI5+9Fr169EBUVhTfffBNnzpzBggUL4OPjg3r16mHPnj0F4vPnEOuqfNIfvAqYqoVVq1ahadOmkMvlsLW1RbNmzSCVav//RS6Xo379+lpjt27dgoODA2rVqqU1nn9I9NatW1rjum6l0bRpU2RmZiIpKQlSqRQpKSlYs2YN1qxZozPXBw8elKq2Y8eOYebMmYiKikJmZqbWstTUVK0rChs0aFBgfSsrKzx+/LhU2yyJ+vXrF2gyrKyscPbsWc3zK1eu4NKlS5rz+F704muR38iUR2ler+LmePXVVzFz5sxS5yC8cP7o87Zs2YL3339fcy7Xi4df83/nnr/iFXj2+/viVdt9+vQpML9MJkOvXr10bnvw4MH47LPP8Ndff2Hr1q144403Cvzu66JUKtGvXz9YWFhoGkddBEEo8X0Zp0yZgu3bt+PEiRP49ttvy934l4SRkVGB30ULCwudv8sWFhZan5srV67g7NmzJf5d1qWw34uOHTtqGvMzZ87g119/xZIlS/Duu+8iLi5O67XJn6Mq3v+SahY2gFQtdOrUSeeJ9M9TKBQFmsKKln8y+Pvvv1/oXhJXV9cSz3ft2jX07NkTzZs3x+LFi+Ho6AhDQ0Ps3bsXS5YsKXDyeVH/MFe0kmxLrVajTZs2WLx4sc5YR0dHrefP770ri9K+XrokJydjyJAhMDc3x7Zt24q9lcvzrK2tIZFIimy4u3btip07d+Ltt9+Gj48PDh06VKKmtDglua+jvb09unXrhkWLFuHYsWP4+eefi10nNTUVr7/+OlJSUvDPP//AwcGh0NiUlBSd5wfqcv36dVy5cgXAswswXobC3suS/i736tWr0BteN23atMht165du9j/iBkaGqJjx47o2LEjmjZtCn9/f+zatUvrPyH5c5T0dSYqKzaAVKM5OTnh77//xpMnT7T2hMTHx2uWPy//H6znXb58GSYmJpo9A7Vq1YJKpdK6D1tZ/f7778jOzsaePXu09u69eOi0NF7mnoPGjRvjzJkz6NmzZ5m3W5r1KuL1GjFiBG7fvo3ffvutwB7j4sjlcjRu3Fjr4gFd+vfvj/Xr12P48OF44403sH//fk3zm/87d/XqVXTv3l2zTl5eHm7evFmq/0Do8t5772HUqFGwtLRE3759i4zNyspC//79cfnyZfz9999F7qW7e/cucnJySnRBkVqtxogRI2Bubo5Jkybh22+/xbvvvlvkxT1ia9y4MdLT08v8uW7evHmxvxfPy/8P7f3797XG8+coy4VbRKXBcwCpRuvbty9UKhVWrlypNb5kyRJIJBK8/vrrWuNRUVFa5/DlNwq9e/eGTCaDTCbDO++8g59//lnnVX1JSUmlyi9/z8TzeyJSU1OxYcOGUs3zPFNTUwDP9tZUtoEDB+Lu3btYu3ZtgWVPnz5FRkZGsXPk38i7JPmW9/VaunQpfv/9d0yYMAFvvvlmidZ5kaenJ06dOlVs3AcffIClS5fi6NGjeOedd5Cbmwvg2T/8tWvXxtq1a5GXl6eJ37p1a4Ucyn/33Xcxc+ZMfP/99wVu8/I8lUqFQYMGISoqCrt27YKnp2eR88bExAB4dvuY4ixevBiRkZFYs2YN5s6dCy8vL4wbN65Kn9c2cOBAREVFYd++fQWWpaSkaL1Xunh6euL8+fMFbn908OBBnXvo9+7dC+DZ+YjPi4mJgUQiKfb9ICov7gGkGq1///7o3r07vvzyS9y8eRNt27bF/v378dtvv2HSpEkF7uXWunVr+Pj44JNPPoFCodB8L2f+N1UAzy4eOHjwIDw8PDB69Gi0bNkSycnJiI2Nxd9//12q+3f17t0bhoaG6N+/Pz766COkp6dj7dq1sLGxKbBnoKTc3Nwgk8kwf/58pKamQqFQaO6bV9E++OAD7Ny5E2PHjsXBgwfRuXNnqFQqxMfHY+fOndi3b1+xh+6NjY3RsmVL7NixA02bNoW1tTVat26t9U0U+crzep09exaff/45zMzM0LZtW2zZskVnnKura5F74QYMGIDNmzfj8uXLxR4W/OSTT5CcnIzZs2dj2LBh2Lp1KwwNDTFr1ixMmDABPXr0wMCBA3Hz5k2EhISgcePG5d6Da2FhobmPYlE+/fRT7NmzB/3790dycnKB1+P5C4CAZ18p16BBg2K/KeXSpUv46quvMGLECPTv3x/As/tTurm54eOPP8bOnTtLV9BLMmXKFOzZswdvvPEGRowYAXd3d2RkZODcuXPYvXs3bt68WeRh2QEDBmDu3Lk4fPgwevfurRmfMGECMjMz8dZbb6F58+bIyclBZGQkduzYgYYNG8Lf319rnvDwcHTu3FnrFldElUKMS4+JSqqwbwJ50fDhwwVTU1Ody548eSJMnjxZcHBwEAwMDAQXFxfhu+++K/CNBgCE8ePHC1u2bBFcXFwEhUIhtGvXTuctQhITE4Xx48cLjo6OgoGBgWBnZyf07NlTWLNmjSampLeB2bNnj+Dq6ioYGRkJDRs2FObPny+sX79eACDcuHFDE+fk5CT069evQC5du3bV3Dok39q1a4VGjRoJMpms2FvCFHYbmPxbizxv+PDhgpOTk9ZYTk6OMH/+fKFVq1aCQqEQrKysBHd3d2H27NlCamqqJi7/9dUlMjJScHd3FwwNDbVuz1Ge1+tF+b9LxT2K++aJ7OxsoU6dOsLcuXO1xov6RpUJEyYIAISxY8dqxpYvXy44OTkJCoVC6NSpk3Ds2DHB3d1d6NOnT5Hbf1Fh79XzdN0GJv9WP4U9nqdSqQR7e3thxowZRW4nLy9P6Nixo1C/fn0hJSVFa9myZcsEAMKOHTtKVFdZbgOj6++Awl4fXZ+nJ0+eCNOmTROaNGkiGBoaCnXq1BG8vLyEhQsXFnrblue5urpqbsOT76+//hI+/PBDoXnz5oKZmZlgaGgoNGnSRJgwYUKBbwJJSUkRDA0NhXXr1hW7LaLykghCJZw9TlQNSSQSjB8/vsDhYqIXzZ07Fxs2bMCVK1dKdRFJUdRqNerWrYu3335b5yF1MYWGhuK9997DtWvXCr29DQGbN2/G+PHjkZCQoPObP4qzdOlSLFiwANeuXSv3BVNExeE5gEREpTR58mSkp6dj+/btZVo/KyurwHlhmzZtQnJyconvSfgyzZ8/HwEBAWz+ijF06FA0aNCgTN9Kk5ubi8WLF2PGjBls/uil4DmARESlZGZmVur7PT7v+PHjmDx5Mvz8/FC7dm3Exsbixx9/ROvWrTXf5VyVREVFiZ1CtSCVSkv8lW8vMjAwQEJCQgVnRFQ4NoBERC9Zw4YN4ejoiOXLlyM5ORnW1tYYNmwY/ve//xV55S4RUUXhOYBEREREeobnABIRERHpGTaARERERHqGDSARERGRnuFFIOWgVqtx79491KpV66V+/yoRERGVnSAIePLkCRwcHCCV6ue+MDaA5XDv3j04OjqKnQYRERGVwe3bt1G/fn2x0xAFG8ByqFWrFoBnv0Dm5uYVOndubi7279+P3r17w8DAoELnrir0oUaAddY0rLPm0IcaAdapS1paGhwdHTX/juujcjeAq1atwnfffQelUom2bdtixYoV6NSpU6Hxu3btwldffYWbN2/CxcUF8+fPR9++fTXLBUHAzJkzsXbtWqSkpKBz58744Ycf4OLiAgC4efMm5s6diwMHDkCpVMLBwQHvv/8+vvzyS637Z509exbjx4/HyZMnUbduXUyYMAFTp04tVS7FyT/sa25uXikNoImJCczNzWvsB1YfagRYZ03DOmsOfagRYJ1F0efTt8p14HvHjh0IDAzEzJkzERsbi7Zt28LHx6fQO+RHRkZiyJAhGDlyJE6fPg1fX1/4+vpq3Tl9wYIFWL58OYKDgxEdHQ1TU1P4+PggKysLABAfHw+1Wo3Vq1fjwoULWLJkCYKDgzF9+nTNHGlpaejduzecnJwQExOD7777DrNmzcKaNWtKlQsRERFRjSSUQ6dOnYTx48drnqtUKsHBwUGYN2+ezviBAwcK/fr10xrz8PAQPvroI0EQBEGtVgt2dnbCd999p1mekpIiKBQK4aeffio0jwULFgjOzs6a599//71gZWUlZGdna8Y+//xzoVmzZiXOpSRSU1MFAEJqamqJ1ympnJwcITQ0VMjJyanwuasKfahREFhnTcM6aw59qFEQWKculfnvd3VR5kPAOTk5iImJwbRp0zRjUqkU3t7ehX5vZFRUFAIDA7XGfHx8EBoaCgC4ceMGlEolvL29NcstLCzg4eGBqKgoDB48WOe8qampsLa21trOa6+9pnVI2MfHB/Pnz8fjx49hZWVVbC66ZGdnIzs7W/M8LS0NwLPdzrm5uYWuVxb581X0vFWJPtQIsM6ahnXWHPpQI8A6i4rVZ2VuAB8+fAiVSgVbW1utcVtbW8THx+tcR6lU6oxXKpWa5fljhcW86OrVq1ixYgUWLlyotR1nZ+cCc+Qvs7KyKjYXXebNm4fZs2cXGN+/fz9MTEwKXa88wsPDK2XeqkQfagRYZ03DOmsOfagRYJ3Py8zMfAmZVG3V+irgu3fvok+fPvDz88Po0aMrfXvTpk3T2muYfxVR7969K+UikPDwcPTq1avGnrSrDzUCrLOmYZ01hz7UCLBOXfKP4OmzMjeAderUgUwmQ2JiotZ4YmIi7OzsdK5jZ2dXZHz+z8TERNjb22vFuLm5aa137949dO/eHV5eXloXdxS1nee3UVwuuigUCigUigLjBgYGlfahqsy5qwp9qBFgnTUN66w59KFGgHW+GKPvynwVsKGhIdzd3REREaEZU6vViIiIgKenp851PD09teKBZ7tq8+OdnZ1hZ2enFZOWlobo6GitOe/evYtu3brB3d0dGzZsKHAXb09PTxw5ckTrGH94eDiaNWsGKyurEuVCREREVFOV6zYwgYGBWLt2LTZu3IhLly5h3LhxyMjIgL+/PwBg2LBhWheJTJw4EWFhYVi0aBHi4+Mxa9YsnDp1CgEBAQCe3Y9n0qRJ+Prrr7Fnzx6cO3cOw4YNg4ODA3x9fQH81/w1aNAACxcuRFJSEpRKpda5e++99x4MDQ0xcuRIXLhwATt27MCyZcu0Dt8WlwsRERFRTVWucwAHDRqEpKQkBAUFQalUws3NDWFhYZqLKxISErT2znl5eWHbtm2YMWMGpk+fDhcXF4SGhqJ169aamKlTpyIjIwNjxoxBSkoKunTpgrCwMBgZGQF4tpfu6tWruHr1aoGvbxEEAcCzK4f379+P8ePHw93dHXXq1EFQUBDGjBlTqlyIiIiIaqJyXwQSEBBQ6F6zQ4cOFRjz8/ODn59fofNJJBLMmTMHc+bM0bl8xIgRGDFiRLF5ubq64p9//ikyprhciIiIiGqich0CJiIiIqLqhw0gERERkZ6p1vcBrKnCzt/Hn2fvIfG+FFF7LsLIQA5DuRQGMgkMZTLUMpKjraMFWjlYwMhAJna6REREVM2wAayCLt5/gt/PKgFIcSLpTqFxhjIpWtczR0dnawzzbIh6lsYvL0kiIiKqttgAVkHdmtWFmaEU5y5chHOTplALEuSo1MjJUyNHpUbSk2ycTniMh+k5iE1IQWxCCjYcvYkPPJ0woUcTWJoYFr8RIiIi0ltsAKug9g2s0MbeDHtTLqBv98Y671guCAISkjMRc+sxdp26g6jrj/Dj0RvYHXMHE3o0wTDPhjCU8xRPIiIiKogdQjUlkUjgVNsUb7evj22jPbDxw05oblcLqU9z8fWfl9B7yWGEnb+vuTciERERUT42gDWARCJB16Z18ecnr+J/b7dB3VoK3HyUibFbYjFo9XGcuZ0idopERERUhbABrEFkUgkGd2qAQ591wyc9msDIQIoTN5MxYNUxTNp+GndTnoqdIhEREVUBbABrIFOFHIG9m+HgZ93wdvt6AIDQuHvosfAQvtsXj/TsPJEzJCIiIjGxAazB7C2MsXigG34P6AIPZ2tk56mx6uA1dPvuILZG30KeSi12ikRERCQCNoB6oE19C2wf8wrWfOAO5zqmeJiegy9/PY/Xl/2DA/GJvFCEiIhIz7AB1BMSiQS9W9lh36TXMLN/S1iaGODKg3R8GHIK762Nxrk7qWKnSERERC8JG0A9YyiXwr+zMw5P6Y6PujaCoVyKqOuP0H/lUUzafhq3kzPFTpGIiIgqGRtAPWVhbIBpr7fAgU+74q12/10o0nPRYXy79xJSM3NFzpCIiIgqCxtAPVffygRLBrnhjwld4NW4NnJUaqw5ch1dFx7Eun+uIztPJXaKREREVMHYABIAoHU9C2wd5YENIzqiqa0ZUjKffaOI9+LD+OPsPV4oQkREVIOwASQNiUSC7s1tsPf/v1HEppYCt5OfImDbabz1fSRO3kwWO0UiIiKqAGwAqQC5TPrsG0WmdMNk76YwMZQh7nYK/IKjMGbTKVxLShc7RSIiIioHNoBUKBNDOSZ6u+DQlG54z6MBZFIJ9l9MRO8lRzAj9BwepmeLnSIRERGVARtAKpZNLSN8+1Yb7Jv0Krxb2EClFrDleAK6LjiIFRFX8DSHF4oQERFVJ2wAqcSa2NTCuuEd8dPoV+Ba3wIZOSosCr+MbgsPYufJ21CpeaEIERFRdcAGkErNs3FthH7cGcsGu6G+lTES07Ix9eez6Lf8Hxz69wGvGCYiIqri2ABSmUilEgxwq4eIT7viy74tYG4kR7zyCUZsOIkPfjyBC/f41XJERERVFRtAKheFXIbRrzXCkandMaqLMwxlUhy9+hBvrDiKwJ1xuJfyVOwUiYiI6AVsAKlCWJoYYsYbLRHxaVf0b+sAQQB+ib2L7gsPYX5YPNKy+NVyREREVQUbQKpQjtYmWDGkHX4b3xmdnK2RnafGD4euodt3hxBy7AZy8tRip0hERKT32ABSpWjraIkdY17B2mEd0LiuKZIzcjDr94voveQw/jp3nxeKEBERiUgudgJUc0kkEvRqaYvuzepi+8nbWPr3Zdx8lIlxW2Ph7mSFqb1dxE6RiIhIL3EPIFU6uUyK919xwqEp3fFJjyYwNpAh5tZjDFp7Auv/leLmowyxUyQiItIrbADppTFTyBHYuxkOTemGQR0cIZUAZ5Kl6LsiEisPXEGeiucHEhERvQxsAOmlszU3wvx3XfH7eE80t1AjVyVg4f7LeOv7SPyrfCJ2ekRERDVeuRvAVatWoWHDhjAyMoKHhwdOnDhRZPyuXbvQvHlzGBkZoU2bNti7d6/WckEQEBQUBHt7exgbG8Pb2xtXrlzRivnmm2/g5eUFExMTWFpaFthGSEgIJBKJzseDBw8AAIcOHdK5XKlUlu8FoRJralsLY1uosfCd1rAwNsC5u6nov+IoVh28yr2BRERElahcDeCOHTsQGBiImTNnIjY2Fm3btoWPj4+myXpRZGQkhgwZgpEjR+L06dPw9fWFr68vzp8/r4lZsGABli9fjuDgYERHR8PU1BQ+Pj7IysrSxOTk5MDPzw/jxo3TuZ1Bgwbh/v37Wg8fHx907doVNjY2WrH//vuvVtyLy6lySSTAADcH7J/8Gno2t0GOSo3v9v2Ld36IxJVE7g0kIiKqDOVqABcvXozRo0fD398fLVu2RHBwMExMTLB+/Xqd8cuWLUOfPn0wZcoUtGjRAnPnzkX79u2xcuVKAM/2/i1duhQzZszAgAED4Orqik2bNuHevXsIDQ3VzDN79mxMnjwZbdq00bkdY2Nj2NnZaR4ymQwHDhzAyJEjC8Ta2NhoxUqlPCouBltzI6wb3gGL/NrC3EiOM3dS0W/5Ufxw6Br3BhIREVWwMnc7OTk5iImJgbe393+TSaXw9vZGVFSUznWioqK04gHAx8dHE3/jxg0olUqtGAsLC3h4eBQ6Z0ls2rQJJiYmePfddwssc3Nzg729PXr16oVjx46VeRtUfhKJBO+418f+yV3RvVld5KjUmB8Wj3eDo3D1QbrY6REREdUYZb4P4MOHD6FSqWBra6s1bmtri/j4eJ3rKJVKnfH5593l/ywqpix+/PFHvPfeezA2NtaM2dvbIzg4GB06dEB2djbWrVuHbt26ITo6Gu3bt9c5T3Z2NrKzszXP09LSAAC5ubnIza3YrzrLn6+i561KCquxtokMq4e64ZfT9/D13n8RdzsFfZf/g0k9G+NDr4aQSSVipFtm+vBeAqyzptGHOvWhRoB1FhWrz2r8jaCjoqJw6dIlbN68WWu8WbNmaNasmea5l5cXrl27hiVLlhSIzTdv3jzMnj27wPj+/fthYmJSsYn/v/Dw8EqZtyoprEZjAFNaAduvS3EpBViw7wp2HruM95qoYGusc5UqTR/eS4B11jT6UKc+1AiwzudlZma+hEyqtjI3gHXq1IFMJkNiYqLWeGJiIuzs7HSuY2dnV2R8/s/ExETY29trxbi5uZUpz3Xr1sHNzQ3u7u7Fxnbq1AlHjx4tdPm0adMQGBioeZ6WlgZHR0f07t0b5ubmZcqvMLm5uQgPD0evXr1gYGBQoXNXFSWtcYggYHfsXXz712XcTM/DovOGCPRuguGeTtVib6A+vJcA66xp9KFOfagRYJ265B/B02dlbgANDQ3h7u6OiIgI+Pr6AgDUajUiIiIQEBCgcx1PT09ERERg0qRJmrHw8HB4enoCAJydnWFnZ4eIiAhNw5eWlobo6OhCr/gtSnp6Onbu3Il58+aVKD4uLk6r8XyRQqGAQqEoMG5gYFBpH6rKnLuqKEmN773ijG7N7fD5z2fxz5WHmBd2GeGXkrDgXVc0qmv2kjItH314LwHWWdPoQ536UCPAOl+M0XflOgQcGBiI4cOHo0OHDujUqROWLl2KjIwM+Pv7AwCGDRuGevXqaRqwiRMnomvXrli0aBH69euH7du349SpU1izZg2AZxcBTJo0CV9//TVcXFzg7OyMr776Cg4ODpomEwASEhKQnJyMhIQEqFQqxMXFAQCaNGkCM7P/moEdO3YgLy8P77//foHcly5dCmdnZ7Rq1QpZWVlYt24dDhw4gP3795fnJaFK5GBpjE0fdsL2k7fxzZ+XcOrWY7y+7B9M7dMc/l4NIa0GewOJiIiqgnI1gIMGDUJSUhKCgoKgVCrh5uaGsLAwzUUcCQkJWrdV8fLywrZt2zBjxgxMnz4dLi4uCA0NRevWrTUxU6dORUZGBsaMGYOUlBR06dIFYWFhMDIy0sQEBQVh48aNmuft2rUDABw8eBDdunXTjP/44494++23dd4sOicnB59++inu3r0LExMTuLq64u+//0b37t3L85JQJZNIJBjSqQFedamDz38+i2NXH2HuHxex77wSC951RcM6pmKnSEREVOWV+yKQgICAQg/5Hjp0qMCYn58f/Pz8Cp1PIpFgzpw5mDNnTqExISEhCAkJKTa3yMjIQpdNnToVU6dOLXYOqprqW5lgy0gPbI1OwLy9l3DiZjL6LDuCL/o0xzBP7g0kIiIqCu96TNWWRCLB+684IWzSa/BqXBtZuWrM+v0ihqw9joRHvMKLiIioMGwAqdpztH62N3DugFYwMZQh+kYyfJYewaaom1CrBbHTIyIiqnLYAFKNIJVK8IFnQ4RNfA2vNLLG01wVgn67gPfWHcftZO4NJCIieh4bQKpRGtQ2wbZRr2D2m61gbCDD8evP9gZuPn6LewOJiIj+HxtAqnGkUgmGezVE2KRX0amhNTJzVPgq9Dw+WB+NO4+5N5CIiIgNINVYTrVNsX3MK5jZvyWMDKQ4dvURfJYcwdboWxAE7g0kIiL9xQaQajSpVAL/zs74a+Jr6NjQChk5Knz563kMW38Cd1Oeip0eERGRKNgAkl5wrmOK7WM88dUbLaGQS/HPlYfwWXIE208kcG8gERHpHTaApDdkUglGdnHGXxNfhbuTFdKz8/DFL+cwfMNJ3OPeQCIi0iNsAEnvNKprhp0feeLLvi2gkEtx5HISfJYcwc6Tt7k3kIiI9AIbQNJLMqkEo19rhL0TX0W7BpZ4kp2HqT+fhX/ISShTs8ROj4iIqFKxASS91riuGXaP9cK015vDUC7FoX+T0GvJYeyOucO9gUREVGOxASS9J5NK8FHXxtj7SRe0dbTEk6w8fLbrDEZuPIXENO4NJCKimocNINH/a2JTCz+P9cTUPs1gKJPiQPwD9Fp8GL/Ecm8gERHVLGwAiZ4jl0nxcbcm+OOTLnCtb4G0rDwE7jyD0ZtO4QH3BhIRUQ3BBpBIh6a2tfDLOC9M8WkGA5kEf196gF5LjiD09F3uDSQiomqPDSBRIeQyKcZ3b4LfJ3RB63rmSH2ai0k74vDR5hg8eMK9gUREVH2xASQqRnM7c/z6cWd82qspDGQS7L+YiN5LjuC3OO4NJCKi6okNIFEJGMikmNDTBXsCuqClvTlSMnMxcXscxm2JxcP0bLHTIyIiKhU2gESl0MLeHL8FdMZk76aQSyUIu6BEr8WH8cfZe2KnRkREVGJsAIlKyUAmxURvF/wW0Bkt7M3xODMXAdtO4+OtMXjEvYFERFQNsAEkKqNWDhb4bXxnTOzpArlUgr3nlOi95Aj2nrsvdmpERERFYgNIVA6Gcikm92qK0PGd0dyuFh5l5ODjrbEI2BaL5IwcsdMjIiLSiQ0gUQVoXc8CewK6YEKPJpBJJfjj7H30XnIYYee5N5CIiKoeNoBEFcRQLsWnvZvh14+90NTWDA/TczB2Sywm7zyLjFyxsyMiIvoPG0CiCuZa3xK/T+iC8d0bQyoB/jinxLwzMkRceiB2akRERADYABJVCoVchik+zfHrx53RpK4pnuRKMHZbHBbt/xdqNW8eTURE4mIDSFSJ2jpaInTcK+hqrwYArDhwFWM2x+BJFo8JExGReNgAElUyhYEMbzdUY8HbrWEol+LvS4l4+/tI3HyYIXZqRESkp9gAEr0kb7VzwM6PPGFrrsCVB+kYsOoY/rmSJHZaRESkh9gAEr1Ebo6W+D2gC9o1sETq01wMX38C6/65DkHgeYFERPTysAEkeslszI3w0+hX8K57fagF4Os/L+GzXWeRlasSOzUiItIT5W4AV61ahYYNG8LIyAgeHh44ceJEkfG7du1C8+bNYWRkhDZt2mDv3r1aywVBQFBQEOzt7WFsbAxvb29cuXJFK+abb76Bl5cXTExMYGlpqXM7EomkwGP79u1aMYcOHUL79u2hUCjQpEkThISElLp+orIwMpDhu3ddEfRGS8ikEvwceweD1xxHYlqW2KkREZEeKFcDuGPHDgQGBmLmzJmIjY1F27Zt4ePjgwcPdN/vLDIyEkOGDMHIkSNx+vRp+Pr6wtfXF+fPn9fELFiwAMuXL0dwcDCio6NhamoKHx8fZGX99w9jTk4O/Pz8MG7cuCLz27BhA+7fv695+Pr6apbduHED/fr1Q/fu3REXF4dJkyZh1KhR2LdvX3leEqISk0gk+LCLMzb6d4KFsQHibqeg/4qjOJ3wWOzUiIiohpOam5uja9eu+Oabb3Dv3r1Srbx48WKMHj0a/v7+aNmyJYKDg2FiYoL169frjF+2bBn69OmDKVOmoEWLFpg7dy7at2+PlStXAni292/p0qWYMWMGBgwYAFdXV2zatAn37t1DaGioZp7Zs2dj8uTJaNOmTZH5WVpaws7OTvMwMjLSLAsODoazszMWLVqEFi1aICAgAO+++y6WLFlSqteAqLy6uNTBnoDOaGprhgdPsjFo9XHsjrkjdlpERFSDSdetW4euXbvi77//RqNGjTB27FgkJRV/ZWJOTg5iYmLg7e3932RSKby9vREVFaVznaioKK14APDx8dHE37hxA0qlUivGwsICHh4ehc5ZlPHjx6NOnTro1KkT1q9fr3WifXG5EL1MTrVN8cvHndGrpS1yVGp8tusM5v5xEXkqtdipERFRDSQfOHAgBg4cCAC4e/cuVqxYgS1btmDy5MlFrvjw4UOoVCrY2tpqjdva2iI+Pl7nOkqlUme8UqnULM8fKyympObMmYMePXrAxMQE+/fvx8cff4z09HR88sknReaSlpaGp0+fwtjYuMCc2dnZyM7O1jxPS0sDAOTm5iI3t2Jv7Js/X0XPW5XoQ41AyetUSIGVg1yx4uA1rDx0HT8evYH4+2lYOtAVliYGLyPVcuH7WbPoQ536UCPAOouK1Wfy55/Uq1cP//vf/8TKpUJ99dVXmj+3a9cOGRkZ+O677zQNYFnMmzcPs2fPLjC+f/9+mJiYlHneooSHh1fKvFWJPtQIlLxOFwD+TSXYelWKY9ce4fXFBzCquQr2lfMrVuH4ftYs+lCnPtQIsM7nZWZmvoRMqjZ58SG61alTBzKZDImJiVrjiYmJsLOz07mOnZ1dkfH5PxMTE2Fvb68V4+bmVtZUAQAeHh6YO3cusrOzoVAoCs3F3Nxc594/AJg2bRoCAwM1z9PS0uDo6IjevXvD3Ny8XPm9KDc3F+Hh4ejVqxcMDKr+3p+y0IcagbLV2RfA28onGLf1NO6kZGHFJQUWvtsG3i1sKjfZcuD7WbPoQ536UCPAOnXJP4KnzzQNYEZGBhYtWoSgoKASrWhoaAh3d3dERERorq5Vq9WIiIhAQECAznU8PT0RERGBSZMmacbCw8Ph6ekJAHB2doadnR0iIiI0DV9aWhqio6OLveK3OHFxcbCysoJCodDk8uItaJ7PRReFQqFZ/3kGBgaV9qGqzLmrCn2oESh9nW0crbFnwqv4eGsMjl9Pxrhtcfi0V1ME9GgCiURSiZmWD9/PmkUf6tSHGgHW+WKMvtPcBiY9PV3n4c2iBAYGYu3atdi4cSMuXbqEcePGISMjA/7+/gCAYcOGYdq0aZr4iRMnIiwsDIsWLUJ8fDxmzZqFU6dOaRpGiUSCSZMm4euvv8aePXtw7tw5DBs2DA4ODlq3cElISEBcXBwSEhKgUqkQFxeHuLg4pKenAwB+//13rFu3DufPn8fVq1fxww8/4Ntvv8WECRM0c4wdOxbXr1/H1KlTER8fj++//x47d+4s9txHopfJ2tQQm0d6YLinEwBgUfhljN8Wi8ycPJEzIyKi6kx++vRptGvXrkwrDxo0CElJSQgKCoJSqYSbmxvCwsI0F1ckJCRAKv3vVoNeXl7Ytm0bZsyYgenTp8PFxQWhoaFo3bq1Jmbq1KnIyMjAmDFjkJKSgi5duiAsLEzrFi5BQUHYuHGj5nl+/gcPHkS3bt1gYGCAVatWYfLkyRAEAU2aNNHcsiafs7Mz/vzzT0yePBnLli1D/fr1sW7dOvj4+JTptSCqLAYyKWYPaI0W9ub46rfz2HtOietJGVg7rAMcravJiYFERFSlyHv27Il9+/ahQYMGZZogICCg0EO+hw4dKjDm5+cHPz+/QueTSCSYM2cO5syZU2hMSEhIkd/a0adPH/Tp06fQ5fm6deuG06dPFxtHVBUM7tQATWzMMHZLDOKVTzBg1TF8P7Q9XmlUW+zUiIiompFOnz4dvXv3RmRkpNi5EFExOjS0xp6ALmhTzwLJGTl4f100Nkfd1LrHJRERUXHkn332GdRqNYYMGSJ2LkRUAg6Wxtg11hOf/3wWv8Xdw1e/XcDF+08w+81WMJSX++u9iYhID8iBZ+fdCYKA4OBgsfMhohIwMpBh6SA3tLQ3x//C4vHTiQRcSXyCH953R91aBa9UJyIiep5md8Hnn3+OGzduiJkLEZWCRCLBR10bY/2IjqhlJMepW48xYOVRnL+bKnZqRERUxfF4EVE1172ZDULHd0ajOqa4l5qFd36IxG9xd8VOi4iIqjB5jx49tAYOHDggUipEVFaN65rh1/GdMWn7aRz8NwkTt8chXvkEn/VuBpm06t40moiIxCFv27at2DkQUQWwMDbAuuEd8d2+fxF8+Bp+OHQN8ffTsGxIO5gb8a73RET0H/mSJUvEzoGIKohMKsEXrzdHC/tamLr7LA7+mwTfVcewdlgHNK5rJnZ6RERURUiDg4P5pchENcwAt3rYPdYL9hZGuJ6UAd9Vx3Dw3wdip0VERFWEdP369XBwcGATSFTDtKlvgT0BXdDByQpPsvLwYchJBB++xptGExERpJcuXULr1q1hYMBzhIhqmrq1FNg62gODOzpCEID//RWPSTvikJWrEjs1IiISkTQ6OhrHjx+HsbGx2LkQUSVQyGWY93YbzBnQCjKpBL/F3YNfcBTupz4VOzUiIhKJtGXLlmLnQESVTCKRYJhnQ2wZ6QErEwOcu5uK/iuO4dTNZLFTIyIiEUjbt2+P5x9EVHN5Nq6NPQFd0NyuFh6mZ2PI2uPYfiJB7LSIiOglkw8YMEDsHIjoJXK0NsHP47zw2a4z+Ou8El/8cg6X7qdhxhstYSDjlwMREekD+cyZM8XOgYheMlOFHN8PbY8VB65icfhlbIy6hcuJ6Vg1tD2sTQ3FTo+IiCoZ/7tPpKckEgk+6emCNR+4w9RQhqjrj/DmyqO4dJ+3hCIiqunYABLpud6t7PDLx53RwNoEdx4/xdvfR+Kvc/fFTouIiCoRG0AiQjO7WtgT0BldmtTB01wVxm2NxeLwy1CredNoIqKaSNqjRw+xcyCiKsDSxBAh/h3xYWdnAMDyiCsYuyUG6dl5ImdGREQVTXrgwAGxcyCiKkIukyKof0t8964rDGVS7L+YiLe/P4ZbjzLETo2IiCoQDwETUQF+HRyx/aNXYFNLgcuJ6Xhz5TEcvfJQ7LSIiKiCsAEkIp3aN7DC7xO6oK2jJVKf5mL4hhNYf/QGBIHnBRIRVXdsAImoULbmRtgx5hW83a4eVGoBc/64iCm7zyI7TyV2akREVA7y/K9/k0gkMDIyQpMmTTBixAh0795d5NSIqCowMpBh0cC2aOlgjm/3XsLumDu4lpSO1e+7w8bcSOz0iIioDKTdu3eHmZkZrl27ho4dO+L+/fvw9vbGb7/9JnZuRFRFSCQSjHq1EUL8O8HcSI7TCSnov/Io4m6niJ0aERGVgXTRokU4cuQIPvvsM2RkZGD//v2YMWMG5s6dK3ZuRFTFvNa0LvYEdEETGzMkpmVj4Ooo/BJ7R+y0iIiolDTnAA4ePBg7d+4EAAwZMgT//vuvaEkRUdXVsI4pfv3YC94tbJCTp0bgzjP45s+LyFOpxU6NiIhKSNMARkZGwsjo2fk8arVa82ciohfVMjLAmg86YEKPJgCAtf/cwOgtp5HJe0YTEVUL8i1btuDkyZNYt24dpk+fDgDYt28f3NzcxM2MiKo0qVSCT3s3Q3M7c3y26wyOXn2EeCMZ3F5JR4t6VmKnR0RERZB+8sknOHHiBNauXYsvv/wSADB27Fj8/vvvIqdGRNVBP1d77B7nCQcLIzzMkmDwuhO8OISIqIqTJicnIyoqCu+99x4uXrwIADA2NuYhYCIqsVYOFvhl3CtwMhOQ+jQPQ9cex/Hrj8ROi4iICqE5B/DixYvo0aOHmLkQUTVW29QQH7dU4RVnK2TkqDB8/Qkc/PeB2GkREZEOUgC4dOkSevToAS8vr1JPsGrVKjRs2BBGRkbw8PDAiRMniozftWsXmjdvDiMjI7Rp0wZ79+7VWi4IAoKCgmBvbw9jY2N4e3vjypUrWjHffPMNvLy8YGJiAktLywLbOHPmDIYMGQJHR0cYGxujRYsWWLZsmVbMoUOHIJFICjyUSmWpXwMiesZIBqz9oD16NLdBdp4aYzadwp9n74udFhERvUAaHx+PHj164JVXXsGuXbtKtfKOHTsQGBiImTNnIjY2Fm3btoWPjw8ePND9v/7IyEgMGTIEI0eOxOnTp+Hr6wtfX1+cP39eE7NgwQIsX74cwcHBiI6OhqmpKXx8fJCVlaWJycnJgZ+fH8aNG6dzOzExMbCxscGWLVtw4cIFfPnll5g2bRpWrlxZIPbff//F/fv3NQ8bG5tSvQZEpM3IQIbVH7jjDVd75KoETPgpFjtP3RY7LSIieo68e/fu6NixI3bv3g2ZTFaqlRcvXozRo0fD398fABAcHIw///wT69evxxdffFEgftmyZejTpw+mTJkCAJg7dy7Cw8OxcuVKBAcHQxAELF26FDNmzMCAAQMAAJs2bYKtrS1CQ0MxePBgAMDs2bMBACEhITrz+vDDD7WeN2rUCFFRUfjll18QEBCgtczGxkbnXkQiKjsDmRTLBreDqaEcO07dxtTdZ5GZnYcRnZ3FTo2IiADI3d3dsXv3bsjl8lKtmJOTg5iYGEybNk0zJpVK4e3tjaioKJ3rREVFITAwUGvMx8cHoaGhAIAbN25AqVTC29tbs9zCwgIeHh6IiorSNIBlkZqaCmtr6wLjbm5uyM7ORuvWrTFr1ix07ty50Dmys7ORnZ2teZ6WlgYAyM3NRW5ubplz0yV/voqetyrRhxoB/a5z7pvNYWwgQUhUAmb9fhFpT3Mw9jVnSCQSsdIsN31+P2safagRYJ1Fxeoz+a+//goDA4NSr/jw4UOoVCrY2tpqjdva2iI+Pl7nOkqlUmd8/nl3+T+LiimLyMhI7NixA3/++admzN7eHsHBwejQoQOys7Oxbt06dOvWDdHR0Wjfvr3OeebNm6fZ+/i8/fv3w8TEpMz5FSU8PLxS5q1K9KFGQH/rdBOAPvWlCLsjxeK/r+LMxcvo30CNatwDAtDf97Mm0ocaAdb5vMzMzJeQSdUmf7HZSk5OFimVynH+/HkMGDAAM2fORO/evTXjzZo1Q7NmzTTPvby8cO3aNSxZsgSbN2/WOde0adO09mCmpaXB0dERvXv3hrm5eYXmnZubi/DwcPTq1atMDXp1oA81AqwTAPoB+PHYTfwv7DIi7klhW78BZvZrAam0+nWBfD9rDn2oEWCduuQfwdNn8iVLlpRpxTp16kAmkyExMVFrPDExEXZ2djrXsbOzKzI+/2diYiLs7e21YsryzSQXL15Ez549MWbMGMyYMaPY+E6dOuHo0aOFLlcoFFAoFAXGDQwMKu1DVZlzVxX6UCPAOsd2c4G5sQJfhp7DthN3kJUrYMG7rpDLpDpmqfr0/f2sSfShRoB1vhij76TDhw/H84+SMjQ0hLu7OyIiIjRjarUaERER8PT01LmOp6enVjzwbFdtfryzszPs7Oy0YtLS0hAdHV3onIW5cOECunfvjuHDh+Obb74p0TpxcXFajScRVaz3PBpg6SA3yKQS/HL6LsZvi0V2nkrstIiI9E7prvx4QWBgIIYPH44OHTqgU6dOWLp0KTIyMjRXBQ8bNgz16tXDvHnzAAATJ05E165dsWjRIvTr1w/bt2/HqVOnsGbNGgCARCLBpEmT8PXXX8PFxQXOzs746quv4ODgAF9fX812ExISkJycjISEBKhUKsTFxQEAmjRpAjMzM5w/fx49evSAj48PAgMDNecPymQy1K1bFwCwdOlSODs7o1WrVsjKysK6detw4MAB7N+/vzwvCREVY4BbPRgbyBCw7TT2XUjEqI2nsPoDd5gYluuvIyIiKgWtv3GvXLmCxYsXw8nJSedtXF40aNAgJCUlISgoCEqlEm5ubggLC9NcxJGQkACp9L/DO15eXti2bRtmzJiB6dOnw8XFBaGhoWjdurUmZurUqcjIyMCYMWOQkpKCLl26ICwsTOur6YKCgrBx40bN83bt2gEADh48iG7dumH37t1ISkrCli1bsGXLFk2ck5MTbt68CeDZVcyffvop7t69CxMTE7i6uuLvv/9G9+7dS/P6EVEZ9G5lh/UjOmL0plP458pDDPvxBNb7d4S5EQ/LEBG9DPJ169bh4sWLOHr0KC5cuICAgIBCb7CsS0BAQIF76+U7dOhQgTE/Pz/4+fkVOp9EIsGcOXMwZ86cQmNCQkIKvQcgAMyaNQuzZs0qdDnwrNGcOnVqkTFEVHm6uNTBllGdMGLDSZy69RjvrT2OTR96wNrUUOzUiIhqPOmsWbNw5coVDBs2DHfu3MH8+fNhYWEhdl5EpAfcnazx0+hXYG1qiPN30zBodRQS07KKX5GIiMpFfufOHbFzICI91rqeBXZ+5In310XjyoN0+AVHYesoDzhaV869NYmICKie918gohqliY0Zdo31RANrEyQkZ8IvOApXH6SLnRYRUY3FBpCIqgRHaxPsGusJFxszKNOyMHB1FM7fTRU7LSKiGokNIBFVGbbmRtjxkSfa1LNAckYOhqw9jphbNevbiYiIqgI2gERUpVibGmLraA90bGiFJ1l5eH/dCRy98lDstIiIahQ2gERU5ZgbGWDThx541aUOnuaq8GHISey/oBQ7LSKiGkPTAD5+/Bg9evQQMxciIg1jQxnWDe8An1a2yFGpMW5rLH6Luyt2WkRENYKmAczJycHhw4fFzIWISItCLsOq99rj7Xb1oFILmLQjDtuiE8ROi4io2uMhYCKq0uQyKRb6tcUHrzhBEIDpv57DmiPXxE6LiKhaYwNIRFWeVCrBnAGtMLZrYwDAt3vjsTj8MgRBEDkzIqLqSXr+/HmxcyAiKpZEIsEXrzfHFJ9mAIDlEVcw949LbAKJiMpA6uXlhV9++UXsPIiISmR89yaY/WYrAMD6Yzfwxc/noFKzCSQiKg35l19+icGDB2PUqFFi50JEVCLDvRrCxFCGz38+ix2nbiMjJw+LB7rBUM6zWoiISkL++eefw9XVFUOHDhU7FyKiEvPr4AhThRwTt5/GH2fvIzNHhe+HtoeRgUzs1IiIqjwpALz++uuIjo7GzJkzxc6HiKjE+raxx5phHaCQS3Eg/gH8N5xEenae2GkREVV5muMlLi4uCAoKEjMXIqJS697MBhs/7AQzhRxR1x/h/XXRSMnMETstIqIqjSfMEFG190qj2tg6ygOWJgaIu52CwWuOI+lJtthpERFVWWwAiahGaOtoiR1jPFHHTIF45RMMWh2FuylPxU6LiKhKYgNIRDVGM7ta2DXWE/UsjXH9YQYGBkfhxsMMsdMiIqpy2AASUY3iXMcUu8Z6olEdU9xNeQq/4CjEK9PETouIqEqRnj17Fs8/iIiqOwdLY+z4yBPN7WrhYXo2Bq85jjO3U8ROi4ioypC2a9cOzz+IiGqCurUU2DHGE26OlkjJzMV7a4/j+PVHYqdFRFQlSMPCwrBx40a4uLhgz549YudDRFRhLEwMsGWUBzwb1UZGjgrD15/AwX8fiJ0WEZHopE5OTnj//fexYMECzJs3T+x8iIgqlJlCjg3+HdGjuQ2y89QYs+kU/jx7X+y0iIhEJU1KSgIAtGnTBrGxsSKnQ0RU8YwMZFj9gTvecLVHrkrAhJ9isevUbbHTIiISjXT16tW4e/cugoODYW9vL3Y+RESVwkAmxbLB7TCogyPUAjBl91mEHLshdlpERKKQ//XXX9i6dSsMDQ0REhIidj5ERJVGJpXgf++0galCjvXHbmDW7xeRkaPCx90aQyKRiJ0eEdFLI7916xbi4+PRoEED1KlTR+x8iIgqlUQiwVdvtEAtIzmWRVzBd/v+xZOsPHzepxmbQCLSG3ITExO0b99e7DyIiF4aiUSCyb2awkwhxzd7LyH48DWkZ+dizputIZWyCSSimk8eGBioNbB48WKRUiEierlGv9YIpgo5vgw9hy3HE5CZrcKCd10hl/FLkoioZpOfPn1a7ByIiETznkcDmCpkCNx5Br+cvouMnDwsH9IOCrlM7NSIiCqN9ODBg3j+UVqrVq1Cw4YNYWRkBA8PD5w4caLI+F27dqF58+YwMjJCmzZtsHfvXq3lgiAgKCgI9vb2MDY2hre3N65cuaIV880338DLywsmJiawtLTUuZ2EhAT069cPJiYmsLGxwZQpU5CXl6cVc+jQIbRv3x4KhQJNmjThRTBEemqAWz38MLQ9DGVS7LuQiFEbTyEzJ6/4FYmIqinNcY6MjAx8+OGHpVp5x44dCAwMxMyZMxEbG4u2bdvCx8cHDx7ovtN+ZGQkhgwZgpEjR+L06dPw9fWFr68vzp8/r4lZsGABli9fjuDgYERHR8PU1BQ+Pj7IysrSxOTk5MDPzw/jxo3TuR2VSoV+/fohJycHkZGR2LhxI0JCQhAUFKSJuXHjBvr164fu3bsjLi4OkyZNwqhRo7Bv375SvQZEVDP0bmWH9SM6wthAhn+uPMTw9SeQlpUrdlpERJVD+H9JSUmCTCYTSqNTp07C+PHjNc9VKpXg4OAgzJs3T2f8wIEDhX79+mmNeXh4CB999JEgCIKgVqsFOzs74bvvvtMsT0lJERQKhfDTTz8VmG/Dhg2ChYVFgfG9e/cKUqlUUCqVmrEffvhBMDc3F7KzswVBEISpU6cKrVq10lpv0KBBgo+PTzFV/yc1NVUAIKSmppZ4nZLKyckRQkNDhZycnAqfu6rQhxoFgXVWN6duPhJazwwTnD7/Q+i3/IjwKD1ba3lNqbM4+lCnPtQoCKxTl8r897u6kKelpUGlUmHv3r2wsbEpceOYk5ODmJgYTJs2TTMmlUrh7e2NqKgonetERUXhxYtOfHx8EBoaCuDZXjmlUglvb2/NcgsLC3h4eCAqKgqDBw8uUW5RUVFo06YNbG1ttbYzbtw4XLhwAe3atUNUVJTWdvJjJk2aVOi82dnZyM7O1jxPS0sDAOTm5iI3t2L3FOTPV9HzViX6UCPAOqsbV4da2OzfAf4bY3D+bhoGBkciZIQ7bM2NANScOoujD3XqQ40A6ywqVp/JraysADy7LcLs2bNLvOLDhw+hUqm0miwAsLW1RXx8vM51lEqlznilUqlZnj9WWExJFLad57dRWExaWhqePn0KY2PjAvPOmzdP52u0f/9+mJiYlDi/0ggPD6+UeasSfagRYJ3VzbimwKqLMlxNysCA5YcxvqUKtY3+W15T6iyOPtSpDzUCrPN5mZmZLyGTqk1+4MABGBoawsnJCQ4ODmLnU6VNmzZNaw9mWloaHB0d0bt3b5ibm1fotnJzcxEeHo5evXrBwMCgQueuKvShRoB1VmfePTIxfEMMbj9+itXXTLFxRAc0sDSscXXqUhPfzxfpQ40A69Ql/wiePpN37dq1TCvWqVMHMpkMiYmJWuOJiYmws7PTuY6dnV2R8fk/ExMTtb6XODExEW5ubiXOzc7OrsDVyPnbfX5bunIxNzfXufcPABQKBRQKRYFxAwODSvtQVebcVYU+1AiwzuqokY0Fdo/zwvvronHlQTre+/Ek1g97duP8mlRnUfShTn2oEWCdL8bouzLf7dTQ0BDu7u6IiIjQjKnVakRERMDT01PnOp6enlrxwLNdtfnxzs7OsLOz04pJS0tDdHR0oXMWtp1z585pXY0cHh4Oc3NztGzZskS5EBEBgK25EXZ85Ik29SyQnJGDDzacwo0nYmdFRFQ+5brdfWBgINauXYuNGzfi0qVLGDduHDIyMuDv7w8AGDZsmNZFIhMnTkRYWBgWLVqE+Ph4zJo1C6dOnUJAQACAZ+chTpo0CV9//TX27NmDc+fOYdiwYXBwcICvr69mnoSEBMTFxSEhIQEqlQpxcXGIi4tDeno6AKB3795o2bIlPvjgA5w5cwb79u3DjBkzMH78eM0evLFjx+L69euYOnUq4uPj8f3332Pnzp2YPHlyeV4SIqqBrE0NsXW0Bzo2tMKTrDx8f1GGY9ceiZ0WEVGZyffs2aM18Oabb5Z45UGDBiEpKQlBQUFQKpVwc3NDWFiY5uKKhIQESKX/9ZheXl7Ytm0bZsyYgenTp8PFxQWhoaFo3bq1Jmbq1KnIyMjAmDFjkJKSgi5duiAsLAxGRv+dfR0UFISNGzdqnrdr1w4AcPDgQXTr1g0ymQx//PEHxo0bB09PT5iammL48OGYM2eOZh1nZ2f8+eefmDx5MpYtW4b69etj3bp18PHxKXH9RKQ/zI0MsOlDD4zedBJHrz7CmC2nEeLfEV6N64idGhFRqcmf37MmkUigUqlKNUFAQIBmD96LDh06VGDMz88Pfn5+hc4nkUgwZ84crWbtRSEhIcV+a4eTk1OBbxl5Ubdu3cCvwiOikjI2lCF4aDsMXr4f5x8DozaewpZRHmjfwErs1IiISkWqVquR/yht80dEpG8UcilGNFXDq5E1MnNUGLH+BC7d5xWFRFS9lOscQCIifWQgBX4Y6gZ3JyukZeXhgx+jcS0pXey0iIhKTHr9+nUAwFdffYUff/xR5HSIiKoHE0M51o/oiJb25niYnoP310XjzmPeXJaIqgfNHsDWrVtj3bp1YuZCRFStWBgbYPPITmhc1xT3U7MwdF00HqRliZ0WEVGxNA1g27ZtC/0KNyIi0q22mQJbR70CR2tj3HqUifd/jMbjjByx0yIiKpKmAVSr1fxyZCKiMrCzMMLWka/AppYClxPTMXzDCTzJ4t+nRFR1aRrA3bt3a+6nR0REpdOgtgm2jvKAtakhzt5JxciQU3iawzsrEFHVJP3ll18wevRofPPNNwgKChI7HyKiasvFthY2fdgJtRRynLiZjI+2xCA7j00gEVU90qCgIFy6dAm///47evXqJXY+RETVWut6Ftjg3xHGBjIcuZyESdvjkKdSi50WEZEWaWZmJo4ePYrevXuLnQsRUY3QoaE11gxzh6FMir/OKzH157NQqwWx0yIi0pAmJCTg+QcREZXfqy51seK9dpBJJfgl9i5m/X4BgsAmkIiqBrmzszMAQBCEMn0XMBER6ebTyg4L/VwRuPMMNkXdgplCjql9moudFhER5LGxsWLnQERUY73Vrj4yc1T48tfz+P7QNZgq5BjfvYnYaRGRnpO3bdtW7ByIiGq0oR5OyMjOw7d74/Hdvn9hppBjuFdDsdMiIj0mLT6EiIjKa8xrjfFJj2d7/mbuuYDdMXdEzoiI9Jk8LS1Na8Dc3FykVIiIarbJvZoiPVuF9cduYOruMzAxlKFvG3ux0yIiPSS3srICwItAiIgqm0QiwVdvtEBGdh52nLqNidtPw9hQhu7NbMROjYj0jPzAgQNi50BEpDckEgm+fbsNMnLy8MfZ+xi7OQYbP+yEVxrVFjs1ItIj8q5du4qdAxGRXpFJJVgyyA1Pc1SIiH+AkSEnsXX0K3BztBQ7NSLSE9KzZ8/i+QcREVU+A5kUq4a2h2ej2sjIUWH4+hOIV6YVvyIRUQWQurm5If/Rrl07sfMhItIbRgYyrB3eAW6Olkh9mov3153AjYcZYqdFRHpAeuPGDeQ/rl+/LnY+RER6xUwhx0b/TmhuVwsP07Px/rpo3E15KnZaRFTDSZ2cnPD8g4iIXi4LEwNsHumBRnVMcTflKd5fF42kJ9lip0VENRhvBE1EVAXUraXAllEeqGdpjBsPM/DBj9FIycwROy0iqqHYABIRVREOlsbYOsoDdWspEK98guEbTiI9O0/stIioBmIDSERUhTSsY4otIz1gaWKAM7dTMGrjSWTl8gb9RFSx2AASEVUxzexqYdOHnWCmkOP49WSM2xKDnDy12GkRUQ2iaQDT0tLQo0cPMXMhIqL/51rfEutHdISRgRQH/03C5B1xUKkFsdMiohpC0wBmZWXhn3/+ETMXIiJ6Tidna6z+oAMMZBL8ee4+vvj5LNRsAomoAkjPnj2L06dP48cff0S9evXEzoeIiJ7TtWldrBjSDlIJsCvmDub8cRGCwCaQiMpH7ubmBgAwNjbGihUrxM2GiIgK6NPaHt+92xaf7jqDkMibqGUkx6e9m4mdFhFVY/IbN27A0NAQNjY2kMlkYudDREQ6vONeH5k5efjqtwtYceAqTBVyjO3aWOy0iKiakjo5OcHe3r7Mzd+qVavQsGFDGBkZwcPDAydOnCgyfteuXWjevDmMjIzQpk0b7N27V2u5IAgICgqCvb09jI2N4e3tjStXrmjFJCcnY+jQoTA3N4elpSVGjhyJ9PR0zfJZs2ZBIpEUeJiammpiQkJCCiw3MjIq02tARPQyfODZEJ/3aQ4A+N9f8dgcdVPchIio2pLOmTMHzz9KY8eOHQgMDMTMmTMRGxuLtm3bwsfHBw8ePNAZHxkZiSFDhmDkyJE4ffo0fH194evri/Pnz2tiFixYgOXLlyM4OBjR0dEwNTWFj48PsrKyNDFDhw7FhQsXEB4ejj/++ANHjhzBmDFjNMs/++wz3L9/X+vRsmVL+Pn5aeVjbm6uFXPr1q1S1U9E9LKN69YY47s/2/P31W8X8EvsHZEzIqLqSPrrr78i/xEaGlqqlRcvXozRo0fD398fLVu2RHBwMExMTLB+/Xqd8cuWLUOfPn0wZcoUtGjRAnPnzkX79u2xcuVKAM/2/i1duhQzZszAgAED4Orqik2bNuHevXua3C5duoSwsDCsW7cOHh4e6NKlC1asWIHt27fj3r17AAAzMzPY2dlpHomJibh48SJGjhyplY9EItGKs7W1Ld2rR0Qkgs96N8MIr4YAgCm7zyLsvFLchIio2pGePn0a+Y/Y2NgSr5iTk4OYmBh4e3v/N5lUCm9vb0RFRelcJyoqSiseAHx8fDTxN27cgFKp1IqxsLCAh4eHJiYqKgqWlpbo0KGDJsbb2xtSqRTR0dE6t7tu3To0bdoUr776qtZ4eno6nJyc4OjoiAEDBuDChQslrp+ISCwSiQRBb7TEu+71oVILmPBTLA5fThI7LSKqRuRlXfHhw4dQqVQF9prZ2toiPj5e5zpKpVJnvFKp1CzPHysqxsbGRrsIuRzW1taamOdlZWVh69at+OKLL7TGmzVrhvXr18PV1RWpqalYuHAhvLy8cOHCBdSvX19n/tnZ2cjOztY8T0tLAwDk5uYiNzdX5zpllT9fRc9blehDjQDrrGmqUp1z+zdHelYuwi4k4qPNp7BhuDs6OFlVyNxVqc7Kog81AqyzqFh9VuYGsLr49ddf8eTJEwwfPlxr3NPTE56enprnXl5eaNGiBVavXo25c+fqnGvevHmYPXt2gfH9+/fDxMSkYhP/f+Hh4ZUyb1WiDzUCrLOmqSp19jIDbllKcSkF8N9wAgEtVXA0q7j5q0qdlUkfagRY5/MyMzNfQiZVm3z58uVaA5988kmJVqxTpw5kMhkSExO1xhMTE2FnZ6dznfzz8QqLz/+ZmJgIe3t7rZj8+xXa2dkVuMgkLy8PycnJOre7bt06vPHGG8We32dgYIB27drh6tWrhcZMmzYNgYGBmudpaWlwdHRE7969YW5uXuT8pZWbm4vw8HD06tULBgYGFTp3VaEPNQKss6apinX29lFh5KZYnLj5GD9eM8bWDzvCxbZ8XWBVrLOi6UONAOvUJf8Inj6TL1myRPNEIpGUuAE0NDSEu7s7IiIi4OvrCwBQq9WIiIhAQECAznU8PT0RERGBSZMmacbCw8M1e+KcnZ1hZ2eHiIgITcOXlpaG6OhojBs3TjNHSkoKYmJi4O7uDgA4cOAA1Go1PDw8tLZ348YNHDx4EHv27Cm2HpVKhXPnzqFv376FxigUCigUigLjBgYGlfahqsy5qwp9qBFgnTVNVarTwMAAP47oiPfXRePMnVSM2BiDXWM94VTbtPiVSzB3VamzsuhDjQDrfDFG38lv3LhR5pUDAwMxfPhwdOjQAZ06dcLSpUuRkZEBf39/AMCwYcNQr149zJs3DwAwceJEdO3aFYsWLUK/fv2wfft2nDp1CmvWrAHwrAGdNGkSvv76a7i4uMDZ2RlfffUVHBwcNE1mixYt0KdPH4wePRrBwcHIzc1FQEAABg8eDAcHB6381q9fD3t7e7z++usFcp8zZw5eeeUVNGnSBCkpKfjuu+9w69YtjBo1qsyvBxGRWGoZGSDEvxMGrzmOfxOf4L210dg9zhP2FsZip0ZEVVC5zgEcNGgQkpKSEBQUBKVSCTc3N4SFhWkOtyYkJEAqlWrivby8sG3bNsyYMQPTp0+Hi4sLQkND0bp1a03M1KlTkZGRgTFjxiAlJQVdunRBWFiY1k2at27dioCAAPTs2RNSqRTvvPMOXjyUrVarERISghEjRui8yfXjx48xevRoKJVKWFlZwd3dHZGRkWjZsmV5XhIiItFYmRpi86hOGBgchZuPMjF0XTR2fuSJOmYFj1wQkX6TP39OG/Ds3n6lERAQUOgh30OHDhUY8/PzK3BD5udJJJJib0ptbW2Nbdu2FZmXVCrF7du3C12+ZMkSPH/4m4ioJrCpZYQtozwwMDgK15My8MGPJ7B99CuwMOEhLyL6j/zgwYO4efMmBEFA+/btxc6HiIjKqb6VCbaOfgV+wVG4dD8NI0JOYMtID5gqavyNH4iohKQ///wzbt++ja5duxa5Z46IiKoP5zqm2DyyEyyMDXA6IQWjN51CVq5K7LSIqIqQPn36FGZmZpgzZw7mz58vdj5ERFRBWtibY+OHnWBqKEPktUcI2BaLXJVa7LSIqAqQXrt2TfPk4cOHIqZCREQVzc3REuuGd4RCLsXflx4gcOcZqNSC2GkRkcjkn376Kc6dO4dffvkFr7zyitj5EBFRBfNsXBvB77tj9KZT+P3MPZgayjDv7TaQSCRip0ZEIpH27NkTO3bsQMOGDfHjjz+KnQ8REVWC7s1tsGxwO0glwPaTt/H1n5cgCNwTSKSv5MHBwWLnQEREL0E/V3tk5Lhi6u6z+PHoDZgp5Jjcq6nYaRGRCKTFhxARUU0xsIMjZvZ/dsP7ZRFXsPbIdZEzIiIxyK2trbUGkpOTRUqFiIheBv/OzsjIzsPC/Zfxzd5LMFXI8Z5HA7HTIqKXSM5vwyAi0j/juzdBerYKwYev4cvQczBVyDDArZ7YaRHRSyIfPny42DkQEdFLJpFI8HmfZkjPzsWW4wkI3HkGxgYy9G5lJ3ZqRPQSSNPS0vD8g4iI9INEIsGcN1vj7Xb1oFILCNh2Gkev8H6wRPpAamVlBSsrK1haWsLKykrsfIiI6CWSSiVY8K4rfFrZIkelxuhNpxBzi+eCE9V08gMHDoidAxERiUguk2L5kHYYvSkGRy4nYcSGk9js30HstIioEsm7du0qdg5ERCQyhVyG1e+7Y/j6EzhxMxn+G2Mw1kXsrIioskjv3r0LANi8eTOOHj0qcjpERCQWY0MZ1o3ogDb1LPA4MxffX5Th9uNMsdMiokogzc7OBgCkpqbi22+/FTkdIiISk7mRATZ+2AlN6poiNVcC/5BYJGfkiJ0WEVUwzTeBdO7cGbGxsWLmQkREVYC1qSE2+neAtULAreRMjNl0Clm5KrHTIqIKpGkALSwskJKSImIqRERUVdjUUuCj5irUMpLj1K3HmLL7LNRqQey0iKiCaBrAo0ePolGjRmLmQkREVYidCbBycFvIpRL8fuYeFoX/K3ZKRFRBpPfu3cPWrVvx2WefYdy4cWLnQ0REVYhX49qY93YbAMCqg9ew8+RtkTMiooogf+2116BQKPDZZ59hwoQJYudDRERVjF8HRyQkZ2LFgauY/us5OFgao4tLHbHTIqJykB4/fhxJSUmYO3eu2LkQEVEVFdirKQa4OSBPLWDclhj8q3widkpEVA5Se3t7mJmZiZ0HERFVYRLJs6+M69TQGk+y8/BhyEk8SMsSOy0iKiNpw4YNYWFhgRkzZiA3N1fsfIiIqIpSyGVY/YE7nOuY4m7KU4zceAqZOXlip0VEZSA9ffo0FixYgB9//BGffPKJ2PkQEVEVZmVqiA0jOsLa1BDn7qbik59OQ8XbwxBVO1JXV1d89NFH+PHHH7Ft2zax8yEioiquYR1TrB3mDkO5FH9feoC5f1wUOyUiKiXNfQCdnZ1haGgoZi5ERFRNuDtZY8lANwBASORNbDh2Q9yEiKhUpACQnZ2Nb775BgEBAWLnQ0RE1UQ/V3t83qc5AGDOHxcRfjFR5IyIqKTk3t7eOHPmDHJyctCzZ0+8/fbbmoW//PKLiKkREVFVN7ZrIyQkZ+CnE7fxyU+nsfMjT7SpbyF2WkRUDLmjoyMcHR3FzoOIiKohiUSCOQNa487jp/jnykN8uPEkfv3YC/WtTMROjYiKIN+wYYPYORARUTVmIJPi+6Ht4RcchXjlE3wYchK7x3nB3MhA7NSIqBDSo0ePIikpqcwTrFq1Cg0bNoSRkRE8PDxw4sSJIuN37dqF5s2bw8jICG3atMHevXu1lguCgKCgINjb28PY2Bje3t64cuWKVkxycjKGDh0Kc3NzWFpaYuTIkUhPT9csv3nzJiQSSYHH8ePHS5ULERGVTC0jA6wf0RE2tRS4nJiOj7fEIlelFjstIiqE9LXXXoODgwNGjhyJzMzMUq28Y8cOBAYGYubMmYiNjUXbtm3h4+ODBw8e6IyPjIzEkCFDMHLkSJw+fRq+vr7w9fXF+fPnNTELFizA8uXLERwcjOjoaJiamsLHxwdZWf/dcX7o0KG4cOECwsPD8ccff+DIkSMYM2ZMge39/fffuH//vubh7u5eqlyIiKjkHCyNsX5ER5gYynD06kPM+PU8BIH3CCSqiqQpKSn47bffcPjwYXz66aelWnnx4sUYPXo0/P390bJlSwQHB8PExATr16/XGb9s2TL06dMHU6ZMQYsWLTB37ly0b98eK1euBPBs79/SpUsxY8YMDBgwAK6urti0aRPu3buH0NBQAMClS5cQFhaGdevWwcPDA126dMGKFSuwfft23Lt3T2t7tWvXhp2dneZhYGBQ4lyIiKj0WtezwIoh7SCVADtO3cb3h66JnRIR6SA1NzdH3759sXbtWuzevbvEK+bk5CAmJgbe3t7/TSaVwtvbG1FRUTrXiYqK0ooHAB8fH038jRs3oFQqtWIsLCzg4eGhiYmKioKlpSU6dOigifH29oZUKkV0dLTW3G+++SZsbGzQpUsX7Nmzp1S5EBFR2fRsYYuZ/VsBAL7b9y/2nLlXzBpE9LLJ8/9gY2NTqkPADx8+hEqlgq2trda4ra0t4uPjda6jVCp1xiuVSs3y/LGiYmxsbLSLkMthbW2tiTEzM8OiRYvQuXNnSKVS/Pzzz/D19UVoaCjefPPNEuWiS3Z2NrKzszXP09LSAAC5ubkV/j3K+fPV5O9n1ocaAdZZ07DOknmvYz3cSHqCkKgEfLbrDGxM5XB3sqrIFMuN72XNUpo6a/prURJyAHj69Clmz54NT09PsfOpEHXq1EFgYKDmeceOHXHv3j189913mgawLObNm4fZs2cXGN+/fz9MTCrnlgfh4eGVMm9Vog81AqyzpmGdxWsrAG2spDj3GBgZcgKTW6tQ17gCk6sgfC9rlpLUWdprHmoiec+ePXHmzBkYGRlh3759JV6xTp06kMlkSEzUvvN7YmIi7OzsdK5jZ2dXZHz+z8TERNjb22vFuLm5aWJevMgkLy8PycnJhW4XADw8PLR+KYrLRZdp06ZpNZZpaWlwdHRE7969YW5uXuh6ZZGbm4vw8HD06tVL69zFmkQfagRYZ03DOkunR688vL/+FM7dTcOW2+bYOaYTrEyqxteO8r2sWUpTZ/4RPH0md3Nzw5AhQzB06FAYG5f8v2aGhoZwd3dHREQEfH19AQBqtRoRERGFfqWcp6cnIiIiMGnSJM1YeHi4Zs+js7Mz7OzsEBERoWn40tLSEB0djXHjxmnmSElJQUxMjOaq3gMHDkCtVsPDw6PQfOPi4rSayuJy0UWhUEChUBQYNzAwqLQPVWXOXVXoQ40A66xpWGfJWBgY4McRHfHWqkjcfJSJ8T+dweaRHjAykFVgluXD97JmKUmd+vA6FEe+aNGiMq8cGBiI4cOHo0OHDujUqROWLl2KjIwM+Pv7AwCGDRuGevXqYd68eQCAiRMnomvXrli0aBH69euH7du349SpU1izZg2AZ3eUnzRpEr7++mu4uLjA2dkZX331FRwcHDRNZosWLdCnTx+MHj0awcHByM3NRUBAAAYPHgwHBwcAwMaNG2FoaIh27doBePaVduvXr8e6des0uReXCxERVQybWkbY4N8R7/wQiZM3H2Pq7rNYOsgNUqlE7NSI9Ja8+JDCDRo0CElJSQgKCoJSqYSbmxvCwsI0F1ckJCRAKpVq4r28vLBt2zbMmDED06dPh4uLC0JDQ9G6dWtNzNSpU5GRkYExY8YgJSUFXbp0QVhYGIyMjDQxW7duRUBAAHr27AmpVIp33nkHy5cv18pt7ty5uHXrFuRyOZo3b44dO3bg3XffLVUuRERUMZra1kLw++4Yvv4E9py5hwbWJvjMp5nYaRHprXI1gAAQEBBQ6CHfQ4cOFRjz8/ODn59fofNJJBLMmTMHc+bMKTTG2toa27ZtK3T58OHDMXz48MKTLmEuRERUcTo3qYNv326DqbvPYuXBq2hgbYKBHfld9ERikL/99ttaA7/88otIqRARUU03sIMjEh5lYuXBq5j+6zk4WBqji0sdsdMi0jtSCwsLPP8gIiKqTJ/2boo32zogTy1g3JYYXE58InZKRHpHvmHDBrFzICIiPSKRSPCdnyvupz7FyZuP4b/hJH4d7wWbWkbFr0xEFUJafAgREVHFUshlWPNBBzjXMcXdlKcYtfEUMnPyxE6LSG+wASQiIlFYmRpiw4iOsDIxwNk7qZi4PQ4qtSB2WkR6QapWq8XOgYiI9FTDOqZYO6wDDOVShF9MxDd/XhI7JSK9IL13757YORARkR7r0NAai/zaAgDWH7uBjZE3xU2ISA9Ic3Nzxc6BiIj0XP+2Dpjy/zeGnv37BURcSixmDSIqD/nYsWNhamqqGeB9AImISAwfd2uMhEeZ2HHqNgK2ncausZ5oXY+3JyOqDFIHBwfeB5CIiEQnkUjw9Vut8apLHTzNVeHDkJO4l/JU7LSIaiTeB5CIiKoMA5kUq4a2h98PUfg38Qk+DDmJXWM9UcvIQOzUiGoU3gaGiIiqFHMjA6z374i6tRSIVz7Bx1tjkaviHSuIKhIbQCIiqnLqWRpj/fCOMDaQ4Z8rDxH023kIAu8RSFRR2AASEVGV1Ka+BZYPaQeJBPjpxG0EH74udkpENQYbQCIiqrJ6tbRF0BstAQDzw+Lxx1neu5aoIrABJCKiKs2/szNGeDUEAATuPIOYW8niJkRUA7ABJCKiKu+rN1rCu4UtcvLUGL0pBrceZYidElG1xgaQiIiqPJlUguVD3OBa3wLJGTnw33ASjzNyxE6LqNpiA0hERNWCiaEc64Z3QD1LY1x/mIGPNscgO08ldlpE1RIbQCIiqjZsahlhg39H1FLIceJmMqbuPsvbwxCVARtAIiKqVpra1sIP77tDLpXgt7h7WBx+WeyUiKodNoBERFTtdHGpg2/fagMAWHHgKnaeui1yRkTVCxtAIiKqlgZ2dMT47o0BANN/OYdjVx+KnBFR9cEGkIiIqq1PezVD/7YOyFMLGLslBlcSn4idElG1wAaQiIiqLalUgu/edUUHJys8ycrDiA0n8eBJlthpEVV5bACJiKhaMzKQYc2wDmhY2wR3U55i9MZTeJrD28MQFYUNIBERVXvWpobY4N8JViYGOHMnFRO3n4ZKzdvDEBWGDSAREdUIznVMsWZYBxjKpNh/MRHf7r0kdkpEVRYbQCIiqjE6NrTGwoFtAQA/Hr2BzVE3xU2IqIpiA0hERDXKm20dMMWnGQBg1u8X8c+VJJEzIqp62AASEVGN83G3xni7fT2o1ALGb43FtaR0sVMiqlLYABIRUY0jkUjw7Vtt0L6BJdKy8jBq4ymkZOaInRZRlcEGkIiIaiQjAxlWf9AB9SyNceNhBsZvi0WuSi12WkRVQrkbwFWrVqFhw4YwMjKCh4cHTpw4UWT8rl270Lx5cxgZGaFNmzbYu3ev1nJBEBAUFAR7e3sYGxvD29sbV65c0YpJTk7G0KFDYW5uDktLS4wcORLp6f/t3j906BAGDBgAe3t7mJqaws3NDVu3btWaIyQkBBKJROthZGRUzleDiIiqkrq1FFg3vANMDGU4dvUR5vx+UeyUiKqEcjWAO3bsQGBgIGbOnInY2Fi0bdsWPj4+ePDggc74yMhIDBkyBCNHjsTp06fh6+sLX19fnD9/XhOzYMECLF++HMHBwYiOjoapqSl8fHyQlfXfnd2HDh2KCxcuIDw8HH/88QeOHDmCMWPGaG3H1dUVP//8M86ePQt/f38MGzYMf/zxh1Y+5ubmuH//vuZx69at8rwcRERUBbWwN8fSQW6QSIDNx29hE68MJipfA7h48WKMHj0a/v7+aNmyJYKDg2FiYoL169frjF+2bBn69OmDKVOmoEWLFpg7dy7at2+PlStXAni292/p0qWYMWMGBgwYAFdXV2zatAn37t1DaGgoAODSpUsICwvDunXr4OHhgS5dumDFihXYvn077t27BwCYPn065s6dCy8vLzRu3BgTJ05Enz598Msvv2jlI5FIYGdnp3nY2tqW5+UgIqIqqncrO0z1aQ4AmM0rg4kgL+uKOTk5iImJwbRp0zRjUqkU3t7eiIqK0rlOVFQUAgMDtcZ8fHw0zd2NGzegVCrh7e2tWW5hYQEPDw9ERUVh8ODBiIqKgqWlJTp06KCJ8fb2hlQqRXR0NN566y2d205NTUWLFi20xtLT0+Hk5AS1Wo327dvj22+/RatWrQqtOTs7G9nZ2ZrnaWlpAIDc3Fzk5uYWul5Z5M9X0fNWJfpQI8A6axrWWX2N9HLEZWUqfo27j/FbY/HTh+4AalaNutTE91KX0tRZ01+LkihzA/jw4UOoVKoCe81sbW0RHx+vcx2lUqkzXqlUapbnjxUVY2Njo12EXA5ra2tNzIt27tyJkydPYvXq1ZqxZs2aYf369XB1dUVqaioWLlwILy8vXLhwAfXr19c5z7x58zB79uwC4/v374eJiYnOdcorPDy8UuatSvShRoB11jSss3rqrABOm8lwMz0PI9Yfx+TWNa/GwrDO/2RmZr6ETKq2MjeA1cXBgwfh7++PtWvXau3d8/T0hKenp+a5l5cXWrRogdWrV2Pu3Lk655o2bZrWHsy0tDQ4Ojqid+/eMDc3r9C8c3NzER4ejl69esHAwKBC564q9KFGgHXWNKyz+uvcLRvvBEfjXmoWQq5IsSugO0yMFGKnVWlq8nv5vNLUmX8ET5+VuQGsU6cOZDIZEhMTtcYTExNhZ2encx07O7si4/N/JiYmwt7eXivGzc1NE/PiRSZ5eXlITk4usN3Dhw+jf//+WLJkCYYNG1ZkPQYGBmjXrh2uXr1aaIxCoYBCUfAvCQMDg0r7UFXm3FWFPtQIsM6ahnVWX/ZWBvhxREe880MkLqcC03/7F4sGucHIQCZ2apWqJr6XupSkTn14HYpT5otADA0N4e7ujoiICM2YWq1GRESE1p6153l6emrFA8921ebHOzs7w87OTismLS0N0dHRmhhPT0+kpKQgJiZGE3PgwAGo1Wp4eHhoxg4dOoR+/fph/vz5WlcIF0alUuHcuXNajScREdVMLezNsfjdNpBKBPx5XolBq6OgTM0qfkWiGqJcVwEHBgZi7dq12LhxIy5duoRx48YhIyMD/v7+AIBhw4ZpXSQyceJEhIWFYdGiRYiPj8esWbNw6tQpBAQEAHh2Ve6kSZPw9ddfY8+ePTh37hyGDRsGBwcH+Pr6AgBatGiBPn36YPTo0Thx4gSOHTuGgIAADB48GA4ODgCeHfbt168fPvnkE7zzzjtQKpVQKpVITk7W5DJnzhzs378f169fR2xsLN5//33cunULo0aNKs9LQkRE1UTPFjb4uIUalsYGOHMnFW+uPIq42ylip0X0UpSrARw0aBAWLlyIoKAguLm5IS4uDmFhYZqLOBISEnD//n1NvJeXF7Zt24Y1a9agbdu22L17N0JDQ9G6dWtNzNSpUzFhwgSMGTMGHTt2RHp6OsLCwrRu0rx161Y0b94cPXv2RN++fdGlSxesWbNGs3zjxo3IzMzEvHnzYG9vr3m8/fbbmpjHjx9j9OjRaNGiBfr27Yu0tDRERkaiZcuW5XlJiIioGnGxEPDzWA80tTXDgyfZGLg6Cr/F3RU7LaJKV+6LQAICAjR78F506NChAmN+fn7w8/MrdD6JRII5c+Zgzpw5hcZYW1tj27ZthS4PCQlBSEhIocsBYMmSJViyZEmRMUREVPM1sDbBz+O8MHlHHP6+9AATt8chXvkEU3o3g1QqETs9okrB7wImIiK9V8vIAKs/6IBx3RoDAH44dA1jNp9CenaeyJkRVQ42gERERABkUgk+79McSwe5wVAuxd+XHuDt748h4RHvGUc1DxtAIiKi5/i2q4edH3nCppYClxPTMWDVUURdeyR2WkQVig0gERHRC9wcLbEnoAtc61vgcWYuPvgxGlujb4mdFlGFYQNIRESkg52FEXZ+5In+bR2Qpxbw5a/nEfTbeeSq1GKnRlRubACJiIgKYWQgw/LBbpji0wwAsCnqFoavP4GUzByRMyMqHzaARERERZBIJBjfvQnWfOAOE0MZIq89woBVx3Al8YnYqRGVGRtAIiKiEujdyg6/fOyF+lbGuPUoE299H4mD8Q+KX5GoCmIDSEREVELN7czx2/jO6ORsjfTsPHy48SRWH74GQRDETo2oVNgAEhERlUJtMwW2jPTAkE6OEARg3l/x+HTnGWTlqsROjajE2AASERGVkqFcim/faoNZ/VtCJpXgl9N3MWTtcTxIyxI7NaISYQNIRERUBhKJBCM6O2OjfyeYG8lxOiEFb648hnN3UsVOjahYbACJiIjKoYtLHfwW0AWN6ppCmZYFv9WR+P3MPbHTIioSG0AiIqJycq5jitDxndG1aV1k5aox4afTWLz/X6jVvDiEqiY2gERERBXA3MgA60d0xOhXnQEAyw9cxbitMcjIzhM5M6KC2AASERFVEJlUgi/7tcR377rCUCbFvguJeOeHSNx5nCl2akRa2AASERFVML8OjvhpjAfqmBkiXvkEA1Yew8mbyWKnRaTBBpCIiKgSuDtZ47eALmhpb45HGTl4b+1x7DiZIHZaRADYABIREVWaepbG2D3OE33b2CFXJeDzn89h9u8XkKdSi50a6Tk2gERERJXIxFCOlUPaY5K3CwBgw7Gb8A85idTMXJEzI33GBpCIiKiSSaUSTPJuih+GtoexgQz/XHmIt74/hmtJ6WKnRnqKDSAREdFL8nobe+we5wkHCyNcf5gB31XHcPhykthpkR5iA0hERPQStXKwwG8BXeDuZIUnWXnw33AC6/65DkHgTaPp5WEDSERE9JLVraXAttEe8HOvD7UAfP3nJXy8NRYxt5L57SH0UsjFToCIiEgfKeQyLHjXFc3sauHbvZfw13kl/jqvhIOFEfq2sUc/V3u4OVpCIpGInSrVQGwAiYiIRCKRSDDq1Ubo5GyNkGM3se+CEvdSs7Du6A2sO3oD9SyN0c/VHv3a2MO1vgWbQaowbACJiIhE5lrfEosHuSErV4XDl5Pw59n7+PtSIu6mPMWaI9ex5sh11Ld61gy+0cYBreuZsxmkcmEDSEREVEUYGcjg08oOPq3skJWrwqF/H+CPs/cRcekB7jx+itWHr2P14etoYG2CHs1t0KiuKZxqm8LJ2gT1rIxhIOOp/VQybACJiIiqICMDGfq0tkef1vZ4mvP/zeC5+zhw6QESkjMREnlTK14mlaCepTGcapugYW1TONU2gVNtU9QzN0SOSpwaqOpiA0hERFTFGRvK8Hobe7zexh6ZOXk4GJ+E0wmPcSs5E7ceZeDWo0xk56mRkJyJhORM/HPl4QszyLEw/rBWY5jfKDaobQJzIwNR6iLxsAEkIiKqRkwM5c8uDHG114yp1QIePMnGzUcZSHiUiZuPMrSawydZeUhMy0ZiWjaibyQXmNPa1BANrE3QsLYJGtQ2RcPaJppGsbapIc83rIHYABIREVVzUqkEdhZGsLMwwiuNamsty8nJwa49f6Fpey/cTc3BrUf/3xj+f4P4MD0HyRnPHnG3UwrMbWoo0+wx/O/nsz/bmxtBKmVzWB2VuwFctWoVvvvuOyiVSrRt2xYrVqxAp06dCo3ftWsXvvrqK9y8eRMuLi6YP38++vbtq1kuCAJmzpyJtWvXIiUlBZ07d8YPP/wAFxcXTUxycjImTJiA33//HVKpFO+88w6WLVsGMzMzTczZs2cxfvx4nDx5EnXr1sWECRMwderUUuVCRERU3UkkEpgZAG6OlujYqOCh3vTsPNzS7DnMREJyBm4+fHYo+V7qU2TkqHDxfhou3k8rsK6hXApHK2PNoeTnf9bnRSlVWrkawB07diAwMBDBwcHw8PDA0qVL4ePjg3///Rc2NjYF4iMjIzFkyBDMmzcPb7zxBrZt2wZfX1/ExsaidevWAIAFCxZg+fLl2LhxI5ydnfHVV1/Bx8cHFy9ehJGREQBg6NChuH//PsLDw5Gbmwt/f3+MGTMG27ZtAwCkpaWhd+/e8Pb2RnBwMM6dO4cPP/wQlpaWGDNmTIlzISIiqunMFHK0crBAKweLAsuyclW48/ip5lDyf3sOM3E7ORM5eWpcS8rAtaSMAutKJUA9K2M4WWufb9iwtikaWJvA2FD2MsqjQpSrAVy8eDFGjx4Nf39/AEBwcDD+/PNPrF+/Hl988UWB+GXLlqFPnz6YMmUKAGDu3LkIDw/HypUrERwcDEEQsHTpUsyYMQMDBgwAAGzatAm2trYIDQ3F4MGDcenSJYSFheHkyZPo0KEDAGDFihXo27cvFi5cCAcHB2zduhU5OTlYv349DA0N0apVK8TFxWHx4sWaBrC4XIiIiPSdkYEMTWzM0MTGrMCyPJUa91OzcOv/zzlMSM7EzYf///NRBrJy1bid/BS3k5/i6NWCc9uaKzTNofbhZVNYGPOilMpW5gYwJycHMTExmDZtmmZMKpXC29sbUVFROteJiopCYGCg1piPjw9CQ0MBADdu3IBSqYS3t7dmuYWFBTw8PBAVFYXBgwcjKioKlpaWmuYPALy9vSGVShEdHY233noLUVFReO2112BoaKi1nfnz5+Px48ewsrIqNhddsrOzkZ2drXmelvZsd3hubi5yc3MLXa8s8uer6HmrEn2oEWCdNQ3rrDn0oUagcuu0q2UAu1oW8GiovfdQEAQkpT873zAhORO3kjORkPz02Z8fZSLtuYtSTtwseFGKpbEBGtQ2RgMrE/RpZQufVrbF5lKaOmv6e14SZW4AHz58CJVKBVtb7TfF1tYW8fHxOtdRKpU645VKpWZ5/lhRMS8eXpbL5bC2ttaKcXZ2LjBH/jIrK6tic9Fl3rx5mD17doHx/fv3w8TEpND1yiM8PLxS5q1K9KFGgHXWNKyz5tCHGgHx6jQG0BxAczMAZgAaABm5wMNs4GGWBA+z8n8++3NargQpT3ORcicXZ++kQfX4LlS3hBJvryR1ZmZmlrWcGoNXAZfCtGnTtPYapqWlwdHREb1794a5uXmFbis3Nxfh4eHo1asXDAxq5q5wfagRYJ01DeusOfShRqD61ZmRnYfbj59q9hx2dLKCm6NlseuVps78I3j6rMwNYJ06dSCTyZCYmKg1npiYCDs7O53r2NnZFRmf/zMxMRH29vZaMW5ubpqYBw8eaM2Rl5eH5ORkrXl0bef5bRSXiy4KhQIKhaLAuIGBQaV9qCpz7qpCH2oEWGdNwzprDn2oEag+dVoaGMDSzBhtHK3LtH5J6qwOr0NlK/P12YaGhnB3d0dERIRmTK1WIyIiAp6enjrX8fT01IoHnu2qzY93dnaGnZ2dVkxaWhqio6M1MZ6enkhJSUFMTIwm5sCBA1Cr1fDw8NDEHDlyROsYf3h4OJo1awYrK6sS5UJERERUU5XrBj2BgYFYu3YtNm7ciEuXLmHcuHHIyMjQXBU8bNgwrYtEJk6ciLCwMCxatAjx8fGYNWsWTp06hYCAAADP7lU0adIkfP3119izZw/OnTuHYcOGwcHBAb6+vgCAFi1aoE+fPhg9ejROnDiBY8eOISAgAIMHD4aDgwMA4L333oOhoSFGjhyJCxcuYMeOHVi2bJnW4dviciEiIiKqqcp1DuCgQYOQlJSEoKAgKJVKuLm5ISwsTHNxRUJCAqTS/3pMLy8vbNu2DTNmzMD06dPh4uKC0NBQrfvuTZ06FRkZGRgzZgxSUlLQpUsXhIWFae4BCABbt25FQEAAevbsqbkR9PLlyzXLLSwssH//fowfPx7u7u6oU6cOgoKCNLeAKWkuRERERDVRuS8CCQgIKHSv2aFDhwqM+fn5wc/Pr9D5JBIJ5syZgzlz5hQaY21trbnpc2FcXV3xzz//FBlTXC5ERERENRG/o4WIiIhIz7ABJCIiItIzbACJiIiI9AwbQCIiIiI9wwaQiIiISM+wASQiIiLSM2wAiYiIiPQMG0AiIiIiPcMGkIiIiEjPlPubQPSZIAgAgLS0tAqfOzc3F5mZmUhLS4OBgUGFz18V6EONAOusaVhnzaEPNQKsU5f8f7fz/x3XR2wAy+HJkycAAEdHR5EzISIiotJ68uQJLCwsxE5DFBJBn9vfclKr1bh37x5q1aoFiURSoXOnpaXB0dERt2/fhrm5eYXOXVXoQ40A66xpWGfNoQ81AqxTF0EQ8OTJEzg4OEAq1c+z4bgHsBykUinq169fqdswNzev0R9YQD9qBFhnTcM6aw59qBFgnS/S1z1/+fSz7SUiIiLSY2wAiYiIiPQMG8AqSqFQYObMmVAoFGKnUmn0oUaAddY0rLPm0IcaAdZJuvEiECIiIiI9wz2ARERERHqGDSARERGRnmEDSERERKRn2AASERER6Rk2gCJZtWoVGjZsCCMjI3h4eODEiRNFxu/atQvNmzeHkZER2rRpg717976kTMunNHWGhIRAIpFoPYyMjF5itmVz5MgR9O/fHw4ODpBIJAgNDS12nUOHDqF9+/ZQKBRo0qQJQkJCKj3P8iptnYcOHSrwfkokEiiVypeTcBnMmzcPHTt2RK1atWBjYwNfX1/8+++/xa5X3T6fZamzOn4+f/jhB7i6umpuDOzp6Ym//vqryHWq23tZ2hqr4/uoy//+9z9IJBJMmjSpyLjq9n6+TGwARbBjxw4EBgZi5syZiI2NRdu2beHj44MHDx7ojI+MjMSQIUMwcuRInD59Gr6+vvD19cX58+dfcualU9o6gWd3cL9//77mcevWrZeYcdlkZGSgbdu2WLVqVYnib9y4gX79+qF79+6Ii4vDpEmTMGrUKOzbt6+SMy2f0taZ799//9V6T21sbCopw/I7fPgwxo8fj+PHjyM8PBy5ubno3bs3MjIyCl2nOn4+y1InUP0+n/Xr18f//vc/xMTE4NSpU+jRowcGDBiACxcu6Iyvju9laWsEqt/7+KKTJ09i9erVcHV1LTKuOr6fL5VAL12nTp2E8ePHa56rVCrBwcFBmDdvns74gQMHCv369dMa8/DwED766KNKzbO8Slvnhg0bBAsLi5eUXeUAIPz6669FxkydOlVo1aqV1tigQYMEHx+fSsysYpWkzoMHDwoAhMePH7+UnCrDgwcPBADC4cOHC42prp/P55Wkzprw+RQEQbCyshLWrVunc1lNeC8Foegaq/v7+OTJE8HFxUUIDw8XunbtKkycOLHQ2JryflYW7gF8yXJychATEwNvb2/NmFQqhbe3N6KionSuExUVpRUPAD4+PoXGVwVlqRMA0tPT4eTkBEdHx2L/F1tdVcf3szzc3Nxgb2+PXr164dixY2KnUyqpqakAAGtr60JjasL7WZI6ger9+VSpVNi+fTsyMjLg6empM6a6v5clqRGo3u/j+PHj0a9fvwLvky7V/f2sbGwAX7KHDx9CpVLB1tZWa9zW1rbQc6OUSmWp4quCstTZrFkzrF+/Hr/99hu2bNkCtVoNLy8v3Llz52Wk/NIU9n6mpaXh6dOnImVV8ezt7REcHIyff/4ZP//8MxwdHdGtWzfExsaKnVqJqNVqTJo0CZ07d0br1q0LjauOn8/nlbTO6vr5PHfuHMzMzKBQKDB27Fj8+uuvaNmypc7Y6vpelqbG6vo+AsD27dsRGxuLefPmlSi+ur6fL4tc7ASI8nl6emr9r9XLywstWrTA6tWrMXfuXBEzo7Jo1qwZmjVrpnnu5eWFa9euYcmSJdi8ebOImZXM+PHjcf78eRw9elTsVCpVSeusrp/PZs2aIS4uDqmpqdi9ezeGDx+Ow4cPF9ogVUelqbG6vo+3b9/GxIkTER4eXi0vWqmK2AC+ZHXq1IFMJkNiYqLWeGJiIuzs7HSuY2dnV6r4qqAsdb7IwMAA7dq1w9WrVysjRdEU9n6am5vD2NhYpKxejk6dOlWLhiogIAB//PEHjhw5gvr16xcZWx0/n/lKU+eLqsvn09DQEE2aNAEAuLu74+TJk1i2bBlWr15dILa6vpelqfFF1eV9jImJwYMHD9C+fXvNmEqlwpEjR7By5UpkZ2dDJpNprVNd38+XhYeAXzJDQ0O4u7sjIiJCM6ZWqxEREVHoORuenp5a8QAQHh5e5DkeYitLnS9SqVQ4d+4c7O3tKytNUVTH97OixMXFVen3UxAEBAQE4Ndff8WBAwfg7Oxc7DrV8f0sS50vqq6fT7VajezsbJ3LquN7qUtRNb6ouryPPXv2xLlz5xAXF6d5dOjQAUOHDkVcXFyB5g+oOe9npRH7KhR9tH37dkGhUAghISHCxYsXhTFjxgiWlpaCUqkUBEEQPvjgA+GLL77QxB87dkyQy+XCwoULhf9r715Dmvr/OIC/52VpTLy0ubRQqUxDLC9hWoRiZBQNIygyGGbYAxHLoGBhKdIQfFJ0JQiNAh9YRvUg1Io0uhCVWl7pMmUgZbGsqCYU9vk/+NPBpfZTSYc77xcMtu++x/P57MsZb852Zk9Pj5SVlYmvr690dHS4q4UJmWyf5eXl0tjYKDabTVpaWmTHjh3i5+cnXV1d7mphQr5+/SptbW3S1tYmAOTYsWPS1tYmdrtdREQsFouYzWZlfm9vr8ydO1cOHjwoPT09cubMGfH29paGhgZ3tTAhk+3z+PHjcv36dXn9+rV0dHTIvn37xMvLS+7cueOuFv5TQUGBBAYGSnNzs7x79065OZ1OZY4nHJ9T6XM2Hp8Wi0Xu3bsnfX190t7eLhaLRTQajdy6dUtEPGMtJ9vjbFzH8fx5FbAnrOdMYgB0k1OnTklERIRotVpJSUmRx48fK8+lp6dLbm6uy/zLly/L0qVLRavVSlxcnNy8eXOGK56ayfRZXFyszDUajbJp0yZpbW11Q9WT8/vnTv68/e4tNzdX0tPTR22TkJAgWq1WFi1aJBcuXJjxuidrsn1WVlbK4sWLxc/PT0JCQiQjI0Pu3r3rnuInaKz+ALisjyccn1PpczYen7t375bIyEjRarViMBhk3bp1SjAS8Yy1nGyPs3Edx/NnAPSE9ZxJGhGRmTvfSERERETuxu8AEhEREakMAyARERGRyjAAEhEREakMAyARERGRyjAAEhEREakMAyARERGRyjAAEhEREakMAyARERGRyjAAEpHH2LVrF7Zs2eK2/ZvNZlRUVEx4vsPhQGhoKPr7+6exKiKi0fifQIhoVtBoNH99vqysDPv374eIICgoaGaKGuHFixfIzMyE3W6HTqcDAPT19aGkpATNzc0YHByEXq9HcnIyKisrERsbCwA4cOAAPn36hKqqqhmvmYjUiwGQiGaFgYEB5X5tbS1KS0vx8uVLZUyn0ynByx3y8/Ph4+ODc+fOAQB+/vyJZcuWISYmBkeOHEFYWBj6+/tRX1+PzZs3IzU1FQDQ1dWF5ORkvH37FiEhIW6rn4jUhR8BE9GsMH/+fOUWGBgIjUbjMqbT6UZ9BJyRkYGioiIUFxcjODgYRqMR58+fx/fv35GXl4eAgAAsWbIE9fX1Lvvq7OzExo0bodPpYDQaYTab4XA4xq1teHgYdXV1MJlMylhXVxdsNhvOnj2L1NRUREZGYs2aNbBarUr4A4C4uDiEh4fj2rVr/+7FIiL6DwyAROTRLl68CL1ejydPnqCoqAgFBQXYtm0bVq9ejdbWVmRlZcFsNsPpdAIAPn/+jMzMTCQmJuLZs2doaGjA+/fvsX379nH30d7eji9fvmDlypXKmMFggJeXF+rq6jA8PPzXGlNSUnD//v1/0zAR0QQwABKRR1uxYgUOHz6M6OhoHDp0CH5+ftDr9dizZw+io6NRWlqKjx8/or29HQBw+vRpJCYmoqKiArGxsUhMTER1dTWamprw6tWrMfdht9vh7e2N0NBQZWzBggU4efIkSktLERwcjMzMTBw9ehS9vb2jtg8PD4fdbp+eF4CIaAwMgETk0ZYvX67c9/b2xrx58xAfH6+MGY1GAMCHDx8A/P9ijqamJuU7hTqdTrlgw2azjbmPoaEhzJkzZ9SFKoWFhRgYGEBNTQ3S0tJw5coVxMXF4fbt2y7z/P39lTOQREQzwcfdBRARTSdfX1+XxxqNxmXsd2j79esXAODbt28wmUyorKwc9bfCwsLG3Ider4fT6cSPHz+g1WpdngsICIDJZILJZILVasWGDRtgtVqxfv16Zc7g4CAMBsPUGiQimgIGQCKiEZKSknD16lVERUXBx2dib5EJCQkAgO7ubuX+WDQaDWJjY/Ho0SOX8c7OTmRkZEyxYiKiyeNHwEREIxQWFmJwcBA5OTl4+vQpbDYbGhsbkZeXN+7FHAaDAUlJSXjw4IEy9vz5c2RnZ6Ourg7d3d148+YNqqqqUF1djezsbGWe0+lES0sLsrKypr03IqLfGACJiEYIDw/Hw4cPMTw8jKysLMTHx6O4uBhBQUHw8hr/LTM/Px81NTXK44ULFyIqKgrl5eVYtWoVkpKScOLECZSXl6OkpESZd+PGDURERGDt2rXT2hcR0Uj8IWgion9gaGgIMTExqK2tRVpa2oS3S01Nxd69e7Fz585prI6IyBXPABIR/QP+/v64dOnSX38w+k8OhwNbt25FTk7ONFZGRDQazwASERERqQzPABIRERGpDAMgERERkcowABIRERGpDAMgERERkcowABIRERGpDAMgERERkcowABIRERGpDAMgERERkcowABIRERGpzP8A/edInbF9ZqgAAAAASUVORK5CYII=", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "51c3297db2054ba4bf0686999ed3e300", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "Pro75M1670.allInfo()" ] @@ -583,17 +231,51 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "A rocket is composed of several components. Namely, we must have a motor (good thing we have the Pro75M1670 ready), a couple of aerodynamic surfaces (nose cone, fins and tail) and parachutes (if we are not launching a missile).\n", "\n", - "Let's start by initializing our rocket, named Calisto, supplying it with the Pro75M1670 engine, entering its inertia properties, some dimensions and also its drag curves." + "Let's start by initializing our rocket, named Calisto, entering inertia properties, some dimensions and drag curves. " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here are some definitions that might prove useful. Check out the documentation for more.\n", + "\n", + "- *`mass`* : *int, float*\n", + " \n", + " Unloaded rocket total mass (without propellant) in kg.\n", + "\n", + "- *`inertiaI`* : *int, float*\n", + " \n", + " Unloaded rocket lateral (perpendicular to axis of symmetry)\n", + " moment of inertia (without propellant) in kg m^2.\n", + "\n", + "- *`inertiaZ`* : *int, float*\n", + "\n", + " Unloaded rocket axial moment of inertia (without propellant) in kg m^2.\n", + "\n", + "- *`powerOffDrag`* : *int, float, callable, string, array*\n", + "\n", + " Rocket's drag coefficient when the motor is off. If int or float\n", + " is given, it is assumed constant. If callable, string or array is\n", + " given, it must be a function of Mach number only.\n", + "\n", + "- *`powerOnDrag`* : *int, float, callable, string, array*\n", + "\n", + " Rocket's drag coefficient when the motor is on. If int or float is\n", + " given, it is assumed constant. If callable, string or array is\n", + " given, it must be a function of Mach number only." ] }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -604,14 +286,64 @@ " inertiaZ=0.0351,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", ")\n", "\n", "Calisto.setRailButtons([0.2, -0.5])" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Similar to the motor, the last two arguments, *`centerOfDryMassPosition`* and *`coordinateSystemOrientation`*, need special care. Here, the coordinate system origin is chosen by the user. This means that *`centerOfDryMassPosition`* is given with respect to an arbitrary reference. *`coordinateSystemOrientation`*.\n", + "The definitions are also helpful:\n", + "\n", + "- `coordinateSystemOrientation` : *string, optional*\n", + "\n", + " String defining the orientation of the rocket's coordinate system. The\n", + " coordinate system is defined by the rocket's axis of symmetry. The system's\n", + " origin may be placed anywhere along such axis and must be kept the same for\n", + " all other positions specified.\n", + " The two options available are: \"tailToNose\" and \"noseToTail\". The first\n", + " defines the coordinate system with the rocket's axis of symmetry pointing\n", + " from the rocket's tail to the rocket's nose cone. The second option defines\n", + " the coordinate system with the rocket's axis of symmetry pointing from the\n", + " rocket's nose cone to the rocket's tail. Default is \"tailToNose\".\n", + "\n", + "\n", + "- `centerOfDryMassPosition` : *int, float, optional*\n", + "\n", + " Position, in m, of the rocket's center of dry mass (i.e. center of mass\n", + " without propellant) relative to the rocket's coordinate system.\n", + " Default is 0, which means the center of dry mass is chosen as the origin.\n", + "\n", + "\n", + "\n", + "And a schematic for explanation:\n", + "\n", + "![Rocket orientation explanation](https://github.com/RocketPy-Team/RocketPy/raw/master/docs/notebooks/images/rocketCsys.png)\n", + "\n", + "In the Calisto example, the coordinate system origin we chose is at the center of dry mass of the rocket. Meaning the nozzle is 1.255 meters away from it. The minus sign comes from the `coordinateSystemOrientation` argument, which is responsible for defining the positive direction of the coordinate system. The positions of the motor, the fins, the nose cone, and the tail must also be given by \n", + "\n", + "\"Drawing\"\n", + "\n", + "It is important to note that the position of the origin of the coordinate system can be anywhere, as long as all positions are given coherently. This means that you could input all positions based on the nosecone's tip, or based on the coordinates of a CAD model." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To add the motor to our rocket we need only inform what motor we are adding (Pro75M1670) and inform the position, in meters, of the motor's nozzle exit area relative to the previously defined coordinate system." + ] + }, { "cell_type": "code", - "execution_count": 42, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -619,22 +351,29 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ - "#### Adding Aerodynamic Surfaces" + "#### Adding the Motor and Aerodynamic Surfaces" ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ - "Now we define the aerodynamic surfaces. They are really straight forward." + "Now we define the aerodynamic surfaces. They are really straight forward with special attention needed only for the position values. Here is a quick guide:\n", + "\n", + "- The positions given **must** be relative to the same coordinate system as the rockets;\n", + "- Position of the Nosecone refers to the tip of the nose;\n", + "- Position of fins refers to the point belonging to the root chord which is highest in the rocket coordinate system;\n", + "- Position of the tail the point belonging to the tail which is highest in the rocket coordinate system." ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -656,205 +395,19 @@ ")" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see all information regarding the rocket we just defined we run:" + ] + }, { "cell_type": "code", - "execution_count": 45, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Inertia Details\n", - "Rocket Mass: 16.241 kg (No Propellant)\n", - "Rocket Mass: 19.197 kg (With Propellant)\n", - "Rocket Inertia I: 6.600 kg*m2\n", - "Rocket Inertia Z: 0.035 kg*m2\n", - "\n", - "Geometrical Parameters\n", - "Rocket Maximum Radius: 0.0635 m\n", - "Rocket Frontal Area: 0.012668 m2\n", - "\n", - "Rocket Distances\n", - "Rocket Center of Dry Mass - Nozzle Exit Distance: 1.255 m\n", - "Rocket Center of Dry Mass - Center of Propellant Mass: 0.857 m\n", - "Rocket Center of Mass - Rocket Loaded Center of Mass: 0.132 m\n", - "\n", - "Aerodynamics Lift Coefficient Derivatives\n", - "Nose Cone Lift Coefficient Derivative: 2.000/rad\n", - "Fins Lift Coefficient Derivative: 5.145/rad\n", - "Tail Lift Coefficient Derivative: -1.061/rad\n", - "\n", - "Aerodynamics Center of Pressure\n", - "Nose Cone Center of Pressure Position: 0.999 m\n", - "Fins Center of Pressure Position: -1.105 m\n", - "Tail Center of Pressure Position: -1.223 m\n", - "Distance - Center of Pressure to CM: 0.454 m\n", - "Initial Static Margin: 2.537 c\n", - "Final Static Margin: 3.576 c\n", - "\n", - "Mass Plots\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ef8a1841b1074eb0b491cd2821b1e599", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "12e18d100f504491883a0cca51fdb4fa", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Aerodynamics Plots\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c4d452e5349c48639e2f78f3425a2026", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c72739d8b7f24155a68a4b70b9128eec", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "030d5bc728d14b8d9a4c0f7c0696c93e", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a04bc0dc250049e59a2e73d8650b8f11", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "Calisto.allInfo()" ] @@ -881,7 +434,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -941,7 +494,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -959,446 +512,11 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "metadata": { "scrolled": false }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Initial Conditions\n", - "\n", - "Position - x: 0.00 m | y: 0.00 m | z: 1400.00 m\n", - "Velocity - Vx: 0.00 m/s | Vy: 0.00 m/s | Vz: 0.00 m/s\n", - "Attitude - e0: 0.999 | e1: -0.044 | e2: -0.000 | e3: 0.000\n", - "Euler Angles - Spin φ : 0.00° | Nutation θ: -5.00° | Precession ψ: 0.00°\n", - "Angular Velocity - ω1: 0.00 rad/s | ω2: 0.00 rad/s| ω3: 0.00 rad/s\n", - "\n", - "\n", - "Launch Rail Orientation\n", - "\n", - "Launch Rail Inclination: 85.00°\n", - "Launch Rail Heading: 0.00°\n", - "\n", - "\n", - "Surface Wind Conditions\n", - "\n", - "Frontal Surface Wind Speed: 0.00 m/s\n", - "Lateral Surface Wind Speed: 0.00 m/s\n", - "\n", - "\n", - " Rail Departure State\n", - "\n", - "Rail Departure Time: 0.363 s\n", - "Rail Departure Velocity: 25.799 m/s\n", - "Rail Departure Static Margin: 1.219 c\n", - "Rail Departure Angle of Attack: 0.000°\n", - "Rail Departure Thrust-Weight Ratio: 10.143\n", - "Rail Departure Reynolds Number: 2.009e+05\n", - "\n", - "\n", - "BurnOut State\n", - "\n", - "BurnOut time: 3.900 s\n", - "Altitude at burnOut: 657.314 m (AGL)\n", - "Rocket velocity at burnOut: 279.513 m/s\n", - "Freestream velocity at burnOut: 279.513 m/s\n", - "Mach Number at burnOut: 0.842\n", - "Kinetic energy at burnOut: 6.344e+05 J\n", - "\n", - "\n", - "Apogee\n", - "\n", - "Apogee Altitude: 4700.461 m (ASL) | 3300.461 m (AGL)\n", - "Apogee Time: 25.836 s\n", - "Apogee Freestream Speed: 20.312 m/s\n", - "\n", - "\n", - "Events\n", - "\n", - "Drogue Ejection Triggered at: 25.838 s\n", - "Drogue Parachute Inflated at: 27.338 s\n", - "Drogue Parachute Inflated with Freestream Speed of: 24.875 m/s\n", - "Drogue Parachute Inflated at Height of: 3289.613 m (AGL)\n", - "Main Ejection Triggered at: 158.133 s\n", - "Main Parachute Inflated at: 159.633 s\n", - "Main Parachute Inflated with Freestream Speed of: 17.967 m/s\n", - "Main Parachute Inflated at Height of: 772.908 m (AGL)\n", - "\n", - "\n", - "Impact\n", - "\n", - "X Impact: 0.000 m\n", - "Y Impact: 675.583 m\n", - "Time of Impact: 297.740 s\n", - "Velocity at Impact: -5.459 m/s\n", - "\n", - "\n", - "Maximum Values\n", - "\n", - "Maximum Speed: 285.821 m/s at 3.36 s\n", - "Maximum Mach Number: 0.860 Mach at 3.40 s\n", - "Maximum Reynolds Number: 2.138e+06 at 3.32 s\n", - "Maximum Dynamic Pressure: 4.151e+04 Pa at 3.35 s\n", - "Maximum Acceleration: 105.084 m/s² at 0.15 s\n", - "Maximum Gs: 10.716 g at 0.15 s\n", - "Maximum Upper Rail Button Normal Force: 0.257 N\n", - "Maximum Upper Rail Button Shear Force: 0.257 N\n", - "Maximum Lower Rail Button Normal Force: 0.257 N\n", - "Maximum Lower Rail Button Shear Force: 0.257 N\n", - "\n", - "\n", - "Numerical Integration Information\n", - "\n", - "Maximum Allowed Flight Time: 600.000000 s\n", - "Maximum Allowed Time Step: inf s\n", - "Minimum Allowed Time Step: 0.000000e+00 s\n", - "Relative Error Tolerance: 1e-06\n", - "Absolute Error Tolerance: [0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 1e-06, 1e-06, 1e-06, 1e-06, 0.001, 0.001, 0.001]\n", - "Allow Event Overshoot: True\n", - "Terminate Simulation on Apogee: False\n", - "Number of Time Steps Used: 551\n", - "Number of Derivative Functions Evaluation: 1954\n", - "Average Function Evaluations per Time Step: 3.546279\n", - "\n", - "\n", - "Trajectory 3d Plot\n", - "\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8fc0598fa3ae450ca34342f6b4d6fd5f", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "Trajectory Kinematic Plots\n", - "\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5d00cc58d29e4c948e8695e06b26c2e4", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "Angular Position Plots\n", - "\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2937f8d0330541b8beea50661af9ed5f", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "Path, Attitude and Lateral Attitude Angle plots\n", - "\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d78905fd3d1f47ceac7c5a3971fde483", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "Trajectory Angular Velocity and Acceleration Plots\n", - "\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "dc6be317afa54536910fd5ab45ba65cd", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "Trajectory Force Plots\n", - "\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "084a52416dea4a82b745344654bd7fa4", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d51541aa49de4018a0d705413bba814d", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "Trajectory Energy Plots\n", - "\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "f80196fc28cd45c4a07a8fa0c4d48d82", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA4QAAAOECAYAAAD5Tv87AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3QUVRvH8e+W9E56KKEX6V1AmgJBiqAgYgECiA1UxN4oIiII9oL4KqCColIsIEiVIiodkSIgnVBDet+d94+QlSUJRYEF9vc5Z09279yZeWZzM9ln7507JsMwDERERERERMTtmF0dgIiIiIiIiLiGEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRERERERE3pYRQRERERETETSkhFBERERERcVNKCEVERERERNyUEkIRkSvM8OHDMZlMLtt/fHw8ZcuWddn+RURE5PJRQigichlMnjwZk8nEmjVrnMqTk5Np1KgR3t7ezJs377LFc+jQIYYPH86GDRsu6X7i4+MxmUxFPry9vS/pvq8UR44c4YknnqBq1ar4+vri5+dH/fr1efnll0lKSnJ1eFe9uXPnMnz4cFeHISJy1bK6OgAREXeVkpJCu3bt2LRpE7NmzaJ9+/YAvPDCCzzzzDOXdN+HDh1ixIgRlC1bljp16jgt++ijj7Db7RdtX15eXvzvf/8rVG6xWC7aPq5Uq1evpkOHDqSlpXHPPfdQv359ANasWcOrr77KsmXL+Omnn1wc5dVt7ty5vPfee0oKRUT+JSWEIiIukJqaSlxcHBs2bGDmzJncfPPNjmVWqxWr1XWnZw8Pj4u6PavVyj333HNRt/lvpaen4+fnd1n2lZSUxK233orFYmH9+vVUrVrVafmoUaP46KOPLkssIiIixdGQURGRyywtLY327duzbt06ZsyYQceOHZ2WF3UNoclkYtCgQcyePZsaNWrg5eVF9erVixxmevDgQfr160dkZKSj3ieffOJYvnTpUho2bAhA3759HUM4J0+eDBR9DaHdbuett96iZs2aeHt7Ex4eTvv27QsNgf23CobUrly5kiFDhhAeHo6fnx+33norx44dK1T/xx9/pHnz5vj5+REQEEDHjh35888/nerEx8fj7+/Prl276NChAwEBAdx9990AZGZm8sgjjxAWFkZAQAC33HILBw8exGQyOXqalixZgslkYtasWYX2P23aNEwmE6tWrSr2mD788EMOHjzI66+/XigZBIiMjOSFF15wKnv//fepXr06Xl5exMTEMHDgwELDSlu1akWNGjXYtGkTLVu2xNfXl4oVK/LNN98A8PPPP9O4cWN8fHyoUqUKCxcudFq/oH1t27aNHj16EBgYSGhoKI8++ihZWVlOdfPy8hg5ciQVKlTAy8uLsmXL8txzz5Gdne1Ur2zZsnTq1IkVK1Y4hkCXL1+eTz/9tNBxJyUlMXjwYEqXLo2XlxcVK1ZkzJgxTr3Se/bswWQyMW7cOCZOnOjYf8OGDVm9erWjXnx8PO+99x6A03DkAl9++SX169cnICCAwMBAatasyVtvvVUoJhERd6aEUETkMkpPT+fmm29m9erVfP3113Tq1Om8112xYgUPPfQQPXv2ZOzYsWRlZdGtWzdOnDjhqHPkyBGuv/56Fi5cyKBBg3jrrbeoWLEi/fv358033wSgWrVqvPTSSwDcd999fPbZZ3z22We0aNGi2H3379/f8SF+zJgxPPPMM3h7e/Prr7+eV+zHjx8v9EhJSSlU7+GHH2bjxo0MGzaMBx98kO+//55BgwY51fnss8/o2LEj/v7+jBkzhhdffJEtW7Zwww03sGfPHqe6eXl5xMXFERERwbhx4+jWrRuQn0i88847dOjQgTFjxuDj41MoMW/VqhWlS5dm6tSpheKcOnUqFSpUoEmTJsUe83fffYePjw/du3c/r/do+PDhDBw4kJiYGMaPH0+3bt348MMPadeuHbm5uU51T548SadOnWjcuDFjx47Fy8uLnj17Mn36dHr27EmHDh149dVXSU9Pp3v37qSmphbaX48ePcjKymL06NF06NCBt99+m/vuu8+pzr333svQoUOpV68eb7zxBi1btmT06NH07Nmz0PZ27txJ9+7dadu2LePHjyckJIT4+HinRD0jI4OWLVvy+eef07t3b95++22aNWvGs88+y5AhQwptc9q0abz22mvcf//9vPzyy+zZs4fbbrvN8X7cf//9tG3bFsDRjj/77DMAFixYwJ133klISAhjxozh1VdfpVWrVqxcufK8fh8iIm7DEBGRS27SpEkGYMTGxhoeHh7G7Nmzi607bNgw48zTM2B4enoaO3fudJRt3LjRAIx33nnHUda/f38jOjraOH78uNP6PXv2NIKCgoyMjAzDMAxj9erVBmBMmjSp0P779OljxMbGOl4vXrzYAIxHHnmkUF273X7W4+7Tp48BFPmIi4tz1Ct4f9q0aeO0zccee8ywWCxGUlKSYRiGkZqaagQHBxsDBgxw2s/hw4eNoKAgp/KCfT/zzDNOddeuXWsAxuDBg53K4+PjDcAYNmyYo+zZZ581vLy8HPs3DMM4evSoYbVaneoVJSQkxKhdu/ZZ65y+TU9PT6Ndu3aGzWZzlL/77rsGYHzyySeOspYtWxqAMW3aNEfZtm3bDMAwm83Gr7/+6iifP39+od9zQfu65ZZbnGJ46KGHDMDYuHGjYRiGsWHDBgMw7r33Xqd6TzzxhAEYixcvdpTFxsYagLFs2TKnY/Ly8jIef/xxR9nIkSMNPz8/46+//nLa5jPPPGNYLBZj3759hmEYxu7duw3ACA0NNRITEx31vv32WwMwvv/+e0fZwIEDC/29GIZhPProo0ZgYKCRl5dXaJmIiPxDPYQiIpfRkSNH8Pb2pnTp0he8bps2bahQoYLjda1atQgMDOTvv/8GwDAMZsyYQefOnTEMw6k3Li4ujuTkZNatW3fB+50xYwYmk4lhw4YVWnY+t8fw9vZmwYIFhR6vvvpqobr33Xef0zabN2+OzWZj7969QH6vT1JSEnfeeafT8VksFho3bsySJUsKbfPBBx90el0wzPahhx5yKn/44YcLrdu7d2+ys7MdwzEBpk+fTl5e3jmvi0xJSSEgIOCsdQosXLiQnJwcBg8ejNn8z7/mAQMGEBgYyJw5c5zq+/v7O/XSValSheDgYKpVq0bjxo0d5QXPC9rI6QYOHOj0uuD4586d6/TzzJ67xx9/HKBQTNdddx3Nmzd3vA4PD6dKlSpO+/76669p3rw5ISEhTr+/Nm3aYLPZWLZsmdM277jjDkJCQhyvC7Zf1PGcKTg4mPT0dBYsWHDOuiIi7kyTylwjli1bxmuvvcbatWtJSEhg1qxZdO3a9bzX37NnD+XKlStUvmrVKq6//vqLGKmIe/vwww8ZMmQI7du3Z/ny5VSpUuW81y1TpkyhspCQEE6ePAnAsWPHSEpKYuLEiUycOLHIbRw9evSCY961axcxMTGUKFHigteF/NlE27Rpc151zzzGgmSg4Bh37NgBwI033ljk+oGBgU6vrVYrpUqVcirbu3cvZrO50DmvYsWKhbZXtWpVGjZsyNSpU+nfvz+QP1z0+uuvL7L+mbEUNVSzKAUJ75ntwdPTk/LlyzuWFyhVqlShZDwoKKjQFw1BQUHAP+/f6SpVquT0ukKFCpjNZsew24L36czjjIqKIjg4uFBM52qfkP/727RpE+Hh4YXqQuH2ea72cDYPPfQQX331FTfffDMlS5akXbt29OjRwzGbr4iI5FNCeI1IT0+ndu3a9OvXj9tuu+1fb2fhwoVUr17d8To0NPRihCcip1x33XXMnTuXm266ibZt27Jy5crz7i0s7jYNhmEAOCbluOeee+jTp0+RdWvVqvUvor58zvcYP/vsM6KiogrVO3N2Vi8vL6cet3+jd+/ePProoxw4cIDs7Gx+/fVX3n333XOuV7VqVTZs2EBOTg6enp7/KYYzFfc+nev9O5vienvPpxf4fPdtt9tp27YtTz31VJF1K1eufMHbLE5ERAQbNmxg/vz5/Pjjj/z4449MmjSJ3r17M2XKlHOuLyLiLpQQXiNuvvlmp2nrz5Sdnc3zzz/PF198QVJSEjVq1GDMmDG0atXKqV5oaGiRH7JE5OJp1KgRs2fPpmPHjrRt25bly5cX22NyIcLDwwkICMBms52zR+58P+RDfs/R/PnzSUxM/Ne9hBdLwZDZiIiI8+51PFNsbCx2u53du3c79ZLt3LmzyPo9e/ZkyJAhfPHFF2RmZuLh4cEdd9xxzv107tyZVatWMWPGDO68885zxgSwfft2ypcv7yjPyclh9+7d//pYz2bHjh1OvaQ7d+7Ebrc7ZpgteJ927NhBtWrVHPWOHDlCUlKSI+YLUaFCBdLS0i7q8ZytLXt6etK5c2c6d+6M3W7noYce4sMPP+TFF188Zw+viIi70DWEbmLQoEGsWrWKL7/8kk2bNnH77bfTvn17x/CrArfccgsRERHccMMNfPfddy6KVuTad9NNN/HFF1+wc+dO2rdvX+SMmxfKYrHQrVs3ZsyYwebNmwstP/32DQX34jvzlgZF6datG4ZhMGLEiELLzqen5mKKi4sjMDCQV155pdDMm0CRt6goahuQf4uH073zzjtF1g8LC+Pmm2/m888/Z+rUqbRv356wsLBz7ueBBx4gOjqaxx9/nL/++qvQ8qNHj/Lyyy8D+deHenp68vbbbzu9px9//DHJycmFZkC9GApu11Cg4PgLvlzs0KEDgGN22gKvv/46wL+KqUePHqxatYr58+cXWpaUlEReXt4Fb7O4tnz67LsAZrPZ0UN+5m0zRETcmXoI3cC+ffuYNGkS+/btIyYmBoAnnniCefPmMWnSJF555RX8/f0ZP348zZo1w2w2M2PGDLp27crs2bO55ZZbXHwEItemW2+9lY8++oh+/fpxyy23MG/ePLy9vf/TNl999VWWLFlC48aNGTBgANdddx2JiYmsW7eOhQsXkpiYCOT31AQHBzNhwgQCAgLw8/OjcePGRV5L3Lp1a3r16sXbb7/Njh07aN++PXa7neXLl9O6detCt4U4U15eHp9//nmx78GF3Cg+MDCQDz74gF69elGvXj169uxJeHg4+/btY86cOTRr1uycwznr169Pt27dePPNNzlx4gTXX389P//8syNpK6rHqXfv3o7bR4wcOfK8Yg0JCWHWrFl06NCBOnXqcM8991C/fn0A1q1bxxdffOG4bUV4eDjPPvssI0aMoH379txyyy1s376d999/n4YNG55zApt/Y/fu3dxyyy20b9+eVatW8fnnn3PXXXdRu3ZtAGrXrk2fPn2YOHEiSUlJtGzZkt9//50pU6bQtWtXWrdufcH7fPLJJ/nuu+/o1KkT8fHx1K9fn/T0dP744w+++eYb9uzZc17J9ukK3tNHHnmEuLg4LBYLPXv25N577yUxMZEbb7yRUqVKsXfvXt555x3q1Knj1OMpIuL2XDW9qVw6gDFr1izH6x9++MEADD8/P6eH1Wo1evToUex2evXqZdxwww2XIWKRa1/BbRVWr15daNm4ceMMwOjUqZORm5tb7G0nBg4cWGjd2NhYo0+fPk5lR44cMQYOHGiULl3a8PDwMKKiooybbrrJmDhxolO9b7/91rjuuusMq9XqdGuCM287YRiGkZeXZ7z22mtG1apVDU9PTyM8PNy4+eabjbVr1571uM922wnA2L1791nfnyVLlhiAsWTJkkLlcXFxRlBQkOHt7W1UqFDBiI+PN9asWeO0bz8/vyLjSk9PNwYOHGiUKFHC8Pf3N7p27Wps377dAIxXX321UP3s7GwjJCTECAoKMjIzM896zGc6dOiQ8dhjjxmVK1c2vL29DV9fX6N+/frGqFGjjOTkZKe67777rlG1alXDw8PDiIyMNB588EHj5MmTTnVatmxpVK9evdB+YmNjjY4dOxYqP7PtFLSvLVu2GN27dzcCAgKMkJAQY9CgQYWOLTc31xgxYoRRrlw5w8PDwyhdurTx7LPPGllZWee175YtWxotW7Z0KktNTTWeffZZo2LFioanp6cRFhZmNG3a1Bg3bpyRk5NjGMY/t5147bXXijye02/5kZeXZzz88MNGeHi4YTKZHH8733zzjdGuXTsjIiLC8PT0NMqUKWPcf//9RkJCQqFtioi4M5NhXObxPnLJmUwmp1lGp0+fzt13382ff/5Z6AJ9f3//Yq8ZfO+993j55ZdJSEi41CGLiLjchg0bqFu3Lp9//jl3332307K8vDxiYmLo3LkzH3/8sYsivDiGDx/OiBEjOHbs2AX3xomIyLVHQ0bdQN26dbHZbBw9etTpHlHnsmHDBqKjoy9hZCIirpGZmYmPj49T2ZtvvonZbKZFixaF6s+ePZtjx47Ru3fvyxWiiIjIZaGE8BqRlpbmNEPe7t272bBhAyVKlKBy5crcfffd9O7dm/Hjx1O3bl2OHTvGokWLqFWrFh07dmTKlCl4enpSt25dAGbOnMknn3zC//73P1cdkojIJTN27FjWrl1L69atsVqtjtsS3HfffU63Afntt9/YtGkTI0eOpG7durRs2dKFUYuIiFx8SgivEWvWrHG6wH/IkCEA9OnTh8mTJzNp0iRefvllHn/8cQ4ePEhYWBjXX389nTp1cqwzcuRI9u7di9VqpWrVqkyfPt0xiYKIyLWkadOmLFiwgJEjR5KWlkaZMmUYPnw4zz//vFO9Dz74gM8//5w6deowefJk1wQrIiJyCekaQhERERERETel+xCKiIiIiIi4KSWEIiIiIiIibkrXEF7l7HY7hw4dIiAgoMibKYuIiIiIXG0MwyA1NZWYmBjMZvVhXUpKCK9yhw4dcpoRT0RERETkWrF//35KlSrl6jCuaUoIr3IBAQFA/m0mSpQo4eJo5EqRm5vLTz/9RLt27fDw8HB1OHIFUduQ4qhtSHHUNqQ4l7JtpKSkULp0acdnXbl0lBBe5QqGiQYEBBAYGOjiaORKkZubi6+vL4GBgfrnLU7UNqQ4ahtSHLUNKc7laBu6JOrSU0IoUow8m40Ve7fy067f2J9yiDx7LiHeIUT4hRIbFM0NsTWoFBbt6jBFRERERP41JYQiZ7Db7byy7Eu+3vU/7NZjzgszgERgP7y+GUy2ICI9atAwqiF31WxLjagyrghZRERERORfUUIocprU7Ey6TH+YY8ZvYAXDbsWPcoR7lcFq9iA1N4mMvGQy7EexWRLBksxh+0q+P7SS7w6+hZ9RidYl2/PI9d2ICdQ1nSIiIiJyZVNCKHJKUmY6HaffS4ppM4Zhpl7g7Yxv9wjh/kVfm3kiI5Vvt6xi4Z5f+CtlHdmW3WSY/mJOwl/8MONDqvi24YXm91M3ptxlPhIREbka2e12cnJyXB1GIbm5uVitVrKysrDZbK4OR64g/6VteHh4YLFYLlFkciGUEIqQf71g568eyE8G7R48WmM0AxrGnXWdUN8A+jVoR78G7QBYe3AX76/+hrUnFmCzHuGvrDn0+ulHYixNGNbiUZrFVrschyIiIlehnJwcdu/ejd1ud3UohRiGQVRUFPv379cEH+Lkv7aN4OBgoqKi1K5cTAmhCND/21dJYgOG3cozdcdzT53WF7yN+iUr8HHJp7Hbn+SD3+fw2dZPSTdvI8G+kvuX/EKMtRnDmz9K09iql+AIRETkamUYBgkJCVgsFkqXLn3F3YTbbreTlpaGv7//FRebuNa/bRuGYZCRkcHRo0cBiI7WJH2upIRQ3N70TctZmzIdkwm6lHr4XyWDpzObzQy8vjMDr+/MzD9X8frqd0k2bSLBtoL7lvxCSWszhjV/RImhiIgAkJeXR0ZGBjExMfj6+ro6nEIKhrJ6e3srIRQn/6Vt+Pj4AHD06FEiIiI0fNSF9Fctbi0jN5tXV7+MyWQQbW7GqLb9Lur2b6vehBXxUxnRYCJBRk1MJjuHbMu5b8kdxH3+EL/u235R9yciIlefgmuvPD09XRyJyOVV8AVIbm6uiyNxb0oIxa0N/vFt8qyHwObLhI4jLtl+8hPDaQxv8KFTYnjv4h60/3wgy3dvuWT7FhGRq4OuoxJ3ozZ/ZVBCKG5r9YGd/HLiCwBuKX0/5UtEXvJ9dqvelBXx0xhWbwKBpxLDg7ZlPPhzT1p/2pfZW3695DGIiIhcLq1atWLw4MGXfD979uzBZDKxYcOGS74vkWuNEkJxS3a7nccWDsVkzsXXXpmRN8Vf1v13r9mMlfHTeLHeBwRTB5PJ4LixhhdXD6DJpB58tHr+FTnTnIiISIH4+Hi6du3qVPbNN9/g7e3N+PHjAZg5cyYjR4685PstXbo0CQkJ1KhR419tsyChLOrx66/6slaubZpURtzSmOVfk2z6A8NuYUzLES67SL5HzRvoUfMGFuzYwGu/TuCQbRVp5q28veUJJvxRhtsr9mZI0254WvWnKiIiV7b//e9/DBw4kAkTJtC3b18ASpQocVn2bbFYiIqK+s/bWbhwIdWrV3cqCw0N/c/bLY5hGNhsNqz6Py8upB5CcTuHUhKZtustAOoGdqNV+X/3beLF1LZSHX7qNYEpbWdSwas9ht2DHMs+pu5+mYZT2vLInHc4lpbi6jBFRESKNHbsWB5++GG+/PJLRzIIhYeMli1blldeeYV+/foREBBAmTJlmDhxotO29u/fT48ePQgODqZEiRJ06dKFPXv2ADB8+HCmTJnCt99+6+jBW7p0aZFDRv/88086depEYGAgAQEBNG/enF27dp31OEJDQ4mKinJ6eHh4OPZdp04dPvvsM8qWLUtQUBA9e/YkNTXVsb7dbmf06NGUK1cOHx8fateuzTfffONYvnTpUkwmEz/++CP169fHy8uLFStWkJqayt13342fnx/R0dG88cYbTu/dSy+9VGTvZ506dXjxxRfPekwi56KEUNzOg3NGgSUVS14E73Z83NXhOKlfsgKze77Gt7fMpY7/7WDzwW49zpLjE7nxq5u4/avnWH9ot6vDFBERcXj66acZOXIkP/zwA7feeus5648fP54GDRqwfv16HnroIR588EG2b8+fdTs3N5e4uDgCAgJYvnw5K1euxN/fn/bt25OTk8MTTzxBjx49aN++PQkJCSQkJNC0adNC+zh48CAtWrTAy8uLxYsXs3btWvr160deXt5/OtZdu3Yxe/ZsfvjhB3744Qd+/vlnXn31Vcfy0aNH8+mnnzJhwgT+/PNPHnvsMe655x5+/vlnp+0888wzvPrqq2zdupVatWoxZMgQVq5cyXfffceCBQtYvnw569atc9Tv168fW7duZfXq1Y6y9evXs2nTJqcEXOTfcNv+abvdzs8//8zy5cvZu3cvGRkZhIeHU7duXdq0aUPp0qVdHaJcAjP/XMWu7AWYTPBI7acJ8r7y7vcEUCE0is+6DeVY2mBGLf+MJYdmYLceY1vm9/T6aQ7h5vo8UKcvd9Rq7upQRUTkIjMMg8xcm0v27eNhuaCZH3/88Ue+/fZbFi1axI033nhe63To0IGHHnoIyE8m33jjDZYsWUKVKlWYPn06drud//3vf444Jk2aRHBwMEuXLqVdu3b4+PiQnZ191iGi7733HkFBQXz55ZeOHr7KlSufM7amTZsWuowkLS3N8dxutzN58mQCAgIA6NWrF4sWLWLUqFFkZ2fzyiuvsHDhQpo0aQJA+fLlWbFiBR9++CEtW7Z0bOell16ibdu2AKSmpjJlyhSmTZvGTTfd5DjmmJgYR/1SpUoRFxfHpEmTaNiwoaNOy5YtKV++/DmPS+Rs3C4hzMzMZPz48XzwwQckJiZSp04dYmJi8PHxYefOncyePZsBAwbQrl07hg4dyvXXX+/qkOUiycrN4eXfRmKyGESZm9GvQTtXh3RO4f6BvHnzQPJsD/D+bz8wbfvnpJu3cdxYzcvrV/PamnJ0Ld+Tx5p0w8/Ly9XhiojIRZCZa+O6ofNdsu8tL8Xh63n+Hw9r1arF8ePHGTZsGI0aNcLf3/+81ilgMpmIiori6NGjAGzcuJGdO3c6Eq4CWVlZ5xzueboNGzbQvHlzRzJ4vqZPn061atWKXV62bFmn2KKjox2x79y5k4yMDEeiVyAnJ4e6des6lTVo0MDx/O+//yY3N5dGjRo5yoKCgqhSpYrTOgMGDKBfv368/vrrmM1mpk2bxhtvvHFBxydSFLdLCCtXrkyTJk346KOPaNu2bZEnir179zJt2jR69uzJ888/z4ABA1wQqVxsT8z/gFzLfrD58G6Hoa4O54JYLRYeadqFR5p2Yd5f63jz9485kLuSbMtupu8dzfS/36VOUHuebhZPjagyrg5XRETcRMmSJfnmm29o3bo17du358cffyyUzJ3pzM9eJpPJMbN2Wloa9evXZ+rUqYXWCw8PP++4fHx8zrvu6UqXLk3FihWLXX6u2AHmzJlDyZIlnep5nfGlrZ+f3wXH1rlzZ7y8vJg1axaenp7k5ubSvXv3C96OyJncLiH86aefzvrND0BsbCzPPvssTzzxBPv27btMkcmltPnwPpYe+wyTGeJi+lElPObcK12h2leuR/vK9dh+7BCjln/C+qS5YEllQ9rX9Jw3gzBTPe6u1oMwu+HqUEVE5F/w8bCw5aU4l+37QsXGxvLzzz87ksJ58+adMyksTr169Zg+fToREREEBgYWWcfT0xOb7exDamvVqsWUKVPIzc294F7Cf+u6667Dy8uLffv2OQ0PPZfy5cvj4eHB6tWrKVMm/0vd5ORk/vrrL1q0aOGoZ7Va6dOnD5MmTcLT05OePXv+68RX5HRulxCeKxk8nYeHBxUqVLiE0cjl8vBPwzCZs/GylePVttdGj2+V8Bg+ve0FMnKf5M1fZvLt31+TYd7BCdbw9tY1mHLCWTx/L8+26EVM4OWZ9ltERP47k8l0QcM2rwSlS5dm6dKltG7dmri4OObNm1dsQnc2d999N6+99hpdunThpZdeolSpUuzdu5eZM2fy1FNPUapUKcqWLcv8+fPZvn07oaGhBAUFFdrOoEGDeOedd+jZsyfPPvssQUFB/PrrrzRq1KjQUMzTnThxgsOHDzuVBQcH4+3tfc7YAwICeOKJJ3jsscew2+3ccMMNJCcns3LlSgIDA+nTp0+x6/Xp04cnn3ySEiVKEBERwbBhwzCbzYWu57z33nsdn2VXrlx5zphEzodbzjK6adOmcz62bNlCYmLieW9z+PDhhW5kWrVq1bOu8/XXX1O1alW8vb2pWbMmc+fO/a+HJkV499fvOW6swTDMvNRsGFbLhX/7eSXz9fDiuZZ38lvfmbze9DPKerbBsHtheB5j6Yn/0W5GWzpNG8zc7WtdHaqIiFzDSpUqxdKlSzl+/DhxcXGkpFz47ZJ8fX1ZtmwZZcqU4bbbbqNatWr079+frKwsR4I5YMAAqlSpQoMGDQgPDy8yMQoNDWXx4sWkpaXRsmVL6tevz0cffXTO3sI2bdoQHR3t9Jg9e/Z5xz9y5EhefPFFRo8eTbVq1Wjfvj1z5syhXLlyZ13v9ddfp0mTJnTq1Ik2bdrQrFkzqlWrVigRrVSpEk2bNqVq1ao0btz4vOMSORuTYRhuN66s4BuXcx26yWSidu3afPrpp0Xe++V0w4cP55tvvmHhwoWOMqvVSlhYWJH1f/nlF1q0aMHo0aPp1KkT06ZNY8yYMaxbt+6c+zpdSkoKQUFBHD9+/JLeOPVqdTIjjVZfdMJuPUFl747MuOPVc690DdifeIzHZ77BX6bV2Kz/fNPpaYvlxpKdebxpD6ICQlwYobhKbm4uc+fOpUOHDpdtGJVcHdQ2XCcrK4vdu3dTrly58+qJutzsdjspKSkEBgYWmoFTLo309HRKlizJ+PHj6d+/v6PcMAwqVarEQw89xJAhQ1wYYb7/2jbO1vYLPuMmJyf/q95mOX9X13iEi2T37nPfx81ut3PkyBFee+01HnzwQZYvX37OdaxW61mnQD7dW2+9Rfv27XnyySeB/G+UFixYwLvvvsuECRPOaxtybgPnjsVuPYHJFsz7HZ91dTiXTVRAMHeHN6Z9+2F8+ecKpmyexlH7WnIse5l3+F1+/OZDSns2Jb7mHdxeo5n+wYuIiLjQ+vXr2bZtG40aNSI5OZmXXnoJgC5dujjqHDt2jC+//JLDhw/r3oNyUbllQhgbG3te9cqVK8eYMWOoXbv2edXfsWMHMTExeHt706RJE0aPHu24OPhMq1atKvTNTlxc3AUNS5CzW7xrE5vSvsNkgl6VHiXSv/A1Btc6s9lMn3o30afeTew6cZjxv3zBL0fnYLMe4UDez7y8/mdeXR1N08gOPNn0LsqWiHB1yCIiIm5p3LhxbN++HU9PT+rXr8/y5cudRppFREQQFhbGxIkTCQnRKB+5eNwuIdy3b1+xSVpRfHx8+OWXX85Zr3HjxkyePJkqVaqQkJDAiBEjaN68OZs3by5ypq3Dhw8TGRnpVBYZGVnoQuYzZWdnk52d7XhdMD4/NzeX3Nzc8zkkt2C323nm5+GYLDaCjFo80qizW70/Bcd6+jGXCQzlrfaDsNsf4us/V/Lpn19zKO838qwJLDvxMT9/O5kISwO6V+5Cn9pt8LS63enBLRTVNkRAbcOVcnNzMQwDu93uuIXBlaTgEpuCGOXiq127NqtXry5Ufvr7ffrMqlfK7+G/tg273Y5hGOTm5mI5Y44HnYsuH7e7hjAyMpKuXbty77330rBhwyLrJCcn89VXX/HWW29x33338cgjj1zwfpKSkoiNjeX11193GvtdwNPTkylTpnDnnXc6yt5//31GjBjBkSNHit3u8OHDGTFiRKHyadOm4evre8FxXqu+Ob6eDdYZGHYP+ns/QnlffZNWlJO5WfyYtIltxhrsnof+WZAXSLStDq3963Cdn3oNRUQupYJLTkqXLo2np6erwxG5bHJycti/fz+HDx8mLy/PaVlGRgZ33XWXriG8DNyuC2DLli2MGjWKtm3b4u3tTf369R3DPE+ePMmWLVv4888/qVevHmPHjqVDhw7/aj/BwcFUrlyZnTt3Frk8KiqqUOJ35MiRc16D+OyzzzoNNU1JSaF06dK0bt1ak8qcsifpGBu+Hw3A9SE9GdTxbhdHdPnl5uayYMEC2rZte87JIe7mNgDmbF/DJ5u+ZnfWSrCmkGBdxrTcZXieKEOziDgebtydssHnf1NguTJdSNsQ96K24TpZWVns378ff3//K3JSGcMwSE1NJSAgoNBtEMS9/de2kZWVhY+PDy1atChyUhm5PNwuIQwNDeX1119n1KhRzJkzhxUrVrB3714yMzMJCwvj7rvvJi4u7oJm+ixKWloau3btolevXkUub9KkCYsWLWLw4MGOsgULFtCkSZOzbtfLywsvL69C5R4eHvoHfsojP70ClnSsedG83fFRt35fLqRddK3RhK41mpCancmE33/gu7+/46SxiRzLPpac+IjFcz4h1FSbLhW6cH/DjvgV0Q7l6qFzhhRHbePys9lsmEwmzGbzFTnJV8FQwIIYRQr817ZRMPN/UecdnYcuH7dLCAv4+PjQvXt3unfvflG298QTT9C5c2diY2M5dOgQw4YNw2KxOIaE9u7dm5IlSzJ6dH7P1aOPPkrLli0ZP348HTt25Msvv2TNmjVMnDjxosTjrj5eM58DeT9jGCaeavA8vh5KWi5UgJcPTza/nSeb386O4wm89etX/HJ0PrmW/SSyjkm71jHprzHEejeh53Vd6FmzxTV3b0cRERERd+G2CeHFduDAAe68805OnDhBeHg4N9xwA7/++ivh4flD7Pbt2+f0zUnTpk2ZNm0aL7zwAs899xyVKlVi9uzZ/7ln0p2dzEjj7Y2jwQoVvNpyZ+2Wrg7pqlcpLJp3Oz0KPMr8Hev53/qv2Za2FCyp7M1dxJiNixi7NpiqAS3oVbMrHavU17fHIiIiIlcRJYQXyZdffnnW5UuXLi1Udvvtt3P77bdfoojcz/0/jHbcc/DDTi+4OpxrTlylusRVqktWbg6fbVjCjO3fcTD3dwxrElszv+O537/jxV8iqR3Smvvq30az2GquDllEREREzkFf5cs14dstv7El43sA7q36BFEBmlX0UvH28GRAwzjm3fMeK+78md7lhxFmaoBht2KzHmFd6pc8sLQH9T/pxEPfv8GGhD2uDllERNxEfHw8Xbt2vez7LVu2LG+++eZl36/IxaCEUK56GbnZjFg1HJPJINzUmEeadnF1SG4jyNuXJ5t3Z0nvSSzsvpiuJR8n0KiBYZjJsexleeIn9PqpMw0+uYUHv3+dNQeKnnVXRESuPvHx8ZhMJsekIOXKleOpp54iKyvrvLexdOlSTCYTSUlJF7TvPXv2YDKZ2LBhg1P5W2+9xeTJky9oW5fD8OHDHe/V6Y+qVau6OjQR9x4ymp6ejp+fn6vDkP/o0blvk2s9ADZfPrxlpKvDcVtRASGMbBPPSOLZcTyBD1bPZEXCIjLMO8m27GZF4m5WLJqEly2WemEt6V+nK43LVHJ12CIi8h+0b9+eSZMmkZuby9q1a+nTpw8mk4kxY8a4JJ6goCCX7Pd8VK9enYULFzqVWa2X9qN4Tk6O7m0p5+TWPYSRkZH069ePFStWuDoU+ZdW7t3KqsRpAHQp8wCVwqJdHJFA/mQ0r988kN/7zeTrDnNpG/EAvvbKGIaJbMteVp38lHuX3Ea9TzrQf/YYVu7d6uqQRUTkX/Dy8iIqKorSpUvTtWtX2rRpw4IFCxzLs7OzeeSRR4iIiMDb25sbbriB1atXA/m9fK1btwYgJCQEk8lEfHw8APPmzeOGG24gODiY0NBQOnXqxK5duxzbLVeuHAB169bFZDLRqlUroPCQ0bPtH/7poVy0aBENGjTA19eXpk2bsn37dkedXbt20aVLFyIjI/H396dhw4aFErvzYbVaiYqKcnqEhYU5lpctW5ZXXnmFfv36ERAQQJkyZQrNPr9//3569OhBcHAwJUqUoEuXLuzZs8exvOD4R40aRUxMDFWqVAHgl19+oU6dOnh7e9OgQQNmz57t6GE1DIOKFSsybtw4p31t2LABk8lU7D215drh1gnh559/TmJiIjfeeCOVK1fm1Vdf5dChQ64OS86T3W5nyOIXMJnzCLBfx0s39nF1SFKEahGleP3mgfzWdwYzOs4jLnIg/vZqGIaZXMt+fk/+nAeW9qDux3Hc9c1wZv65ynFfIxERuXps3ryZX375xalH6qmnnmLGjBlMmTKFdevWUbFiReLi4khMTKR06dLMmDEDgO3bt5OQkMBbb70F5I/iGjJkCGvWrGHRokWYzWZuvfVWx/+H33//HYCFCxeSkJDAzJkzi4zpbPs/3fPPP8/48eNZs2YNVquVfv36OZalpaXRoUMHFi1axPr162nfvj2dO3dm3759F+/NO2X8+PE0aNCA9evX89BDD/Hggw86ktPc3Fzi4uIICAhg+fLlrFy5En9/f9q3b09OTo5jG4sWLWL79u0sWLCAH374gZSUFDp37kzNmjVZt24dI0eO5Omnn3bUN5lM9OvXj0mTJjnFMmnSJFq0aEHFihUv+nHKFcYQ4+jRo8b48eONmjVrGlar1ejYsaMxY8YMIzc319WhnVNycrIBGMePH3d1KJfdU/MmGjUm1zCqf1LX+H3/DleHc0XJyckxZs+ebeTk5Lg6lGLtPJ5gPDVvotHkkzuM6pNqGTUm13A8an7czOg0bbDx/m9zjLSsLFeHek25GtqGuIbahutkZmYaW7ZsMTIzM/ML7HbDyE5zzcNuLxSfzWYzTp48adhsNqfyPn36GBaLxfDz8zO8vLwMwDCbzcY333xjGIZhpKWlGR4eHsbUqVMd6+Tk5BgxMTHG2LFjDcMwjCVLlhiAcfLkybO+R8eOHTMA448//jAMwzB2795tAMb69esLxdSlS5cL3v/ChQsddebMmWMA//w+ilC9enXjnXfecbyOjY013njjjWLrDxs2zDCbzYafn5/T4/7773faxj333ON4bbfbjYiICOODDz4wDMMwPvvsM6NKlSqG/bTfUXZ2tuHj42PMnz/fcfyRkZFGdna2o84HH3xghIaGOh3PRx995PT+HTx40LBYLMZvv/3meJ/CwsKMyZMnF3tMhlF82zhfhdr+aQo+4yYnJ/+rbcv5c+trCAuEh4czZMgQhgwZwjvvvMOTTz7J3LlzCQsL44EHHuCZZ57B19fX1WHKabYePcDcgxPBAi3CetGwlL69utpUCI1iTNwAYAD7ko7xybof+fnAEo7ZNoElmT05C3l/60Le+9OLCEsdWpVuRb96HSgVVMLVoYuIXFq5GfBKjGv2/dwh8Dz/+RVat27NBx98QHp6Om+88QZWq5Vu3boB+UMtc3NzadasmaO+h4cHjRo1YuvWs18qsGPHDoYOHcpvv/3G8ePHHT2D+/btO+97Nl/I/mvVquV4Hh2df/nJ0aNHKVOmDGlpaQwfPpw5c+aQkJBAXl4emZmZF9xDWKVKFb777junssDAwGLjMJlMREVFcfToUQA2btzIzp07CQgIcFonKyvLaThtzZo1nXppt2/fTq1atfD29naUNWrUyGkbMTExdOzYkU8++YRGjRrx/fffk52drdujuQklhMCRI0eYMmUKkydPZu/evXTv3p3+/ftz4MABxowZw6+//spPP/3k6jDlNA/++CJYsvC0xfJ6+4GuDkf+ozLB4Qy/sTfQm+SsDD7bsIgf/17IvqzVmCypHDN+4+t9v/HV3tcIMKpQL7wpPau3o3m561wduoiIW/Pz83MMKfzkk0+oXbs2H3/8Mf379/9P2+3cuTOxsbF89NFHxMTEYLfbqVGjhtPQyIvJw8PD8dxkMgE4ktAnnniCBQsWMG7cOCpWrIiPjw/du3e/4Fg8PT3POfzy9DgKYimIIy0tjfr16zN16tRC64WHhzue/9sJE++991569erFG2+8waRJk7jjjjvUIeIm3DohnDlzJpMmTWL+/Plcd911PPTQQ9xzzz0EBwc76jRt2pRq1XSD7SvJa8u/5gRrMAwzI5uNwNtDs2ddS4K8fRl0fWcGXd+ZPJuN2Vt+5Ztt89iW8is262HSTFtZdmIry5Z9jHlxOOX86hNXvjV31WpFkLf+cYnINcDDN7+nzlX7/pfMZjPPPfccQ4YM4a677qJChQp4enqycuVKYmNjgfzr4FavXs3gwYMBHD1ZNpvNsZ0TJ06wfft2PvroI5o3bw5QaALAotY70/ns/3ysXLmS+Ph4br31ViA/MTt9IpfLpV69ekyfPp2IiIhCPYtnU6VKFT7//HOys7Px8vICcJpYp0CHDh3w8/Pjgw8+YN68eSxbtuyixS5XNreeVKZv377ExMSwcuVKNmzYwKBBg5ySQcjvQn/++eddE6AUsifxKJ/ueB2AWv5d6FClvosjkkvJarHQvWYzvrx9JBv6L+D9FtNpXqLfqUlpLNitx9iVPY/3tz5Nsy9uoPmUXjw+7wPWH9rt6tBFRP49kyl/2KYrHqd6x/6t22+/HYvFwnvvvYefnx8PPvggTz75JPPmzWPLli0MGDCAjIwMRw9ibGwsJpOJH374gWPHjpGWlkZISAihoaFMnDiRnTt3snjxYoYMGeK0n4iICHx8fJg3bx5HjhwhOTm5UCzns//zUalSJWbOnMmGDRvYuHEjd91117+a/CwvL4/Dhw87PY4cOXLe6999992EhYXRpUsXli9fzu7du1m6dCmPPPIIBw4cKHa9gnjvu+8+tm7dyvz58x0zippO+31bLBbi4+N59tlnqVSpEk2aNLngY5Srk1snhAkJCXz44Yc0bNiw2Do+Pj4MGzbsMkYlZ3PvnBfAkoY1L4oPOz/r6nDkMmte7jre7/wYq/p+xaLuPxNfYTilra0w2YIwmXNJYgM/HXmf3gtuoe7HcfT46nk+Wj2f5KwMV4cuIuIWrFYrgwYNYuzYsaSnp/Pqq6/SrVs3evXqRb169di5cyfz588nJCQEgJIlSzJixAieeeYZIiMjGTRoEGazmS+//JK1a9dSo0YNHnvsMV577bVC+3n77bf58MMPiYmJoUuXLkXGc679n4/XX3+dkJAQmjZtSufOnYmLi6NevXoX/N78+eefREdHOz0Kei7Ph6+vL8uWLaNMmTLcdtttVKtWjf79+5OVlXXWHsPAwEC+//57NmzYQJ06dXj++ecZOnQogNN1hQD9+/cnJyeHvn37XvDxydXLZBiG4eogXCUlJaXIcpPJhJeX11VxI8+UlBSCgoI4fvw4oaGhrg7nkhq/YgaTdw3HMEy81PBDbquub66Kk5uby9y5c+nQoUOh6xGuRXa7nR93rGPm1oVsSvyVTPPfmEz/nNoMu5VAU1XqhDaiS9VWtK1QG7PZPb8Pc7e2IedPbcN1srKy2L17N+XKlSv0Af1KYLfbSUlJITAw0G3PndeaqVOn0rdvX5KTk/Hx8XGUL1++nJtuuon9+/cTGRl5zu3817ZxtrZf8Bk3OTn5gobIyoVz62sIg4ODnbrKz1SqVCni4+MZNmyYToAuti/pGJP/Gg8WqOHXRcmgODGbzXSs0oCOVRoAp4YWb/yJlQd/4VDORkyWFFLZzPLEzSz/5RNYHki0Zy2axjShZ80bqRpeysVHICIicul8+umnlC9fnpIlS7Jx40aefvppevTo4UgGs7OzOXbsGMOHD+f2228/r2RQrh1unRBOnjyZ559/nvj4eMf0u7///jtTpkzhhRde4NixY4wbNw4vLy+ee+45F0fr3vp//yJYUrFoqKich7IlIhja+h7gHux2O4t2bWLWtiVsPPE7ycZ2TJYUEmwrmLF/BTP2v4Y1ryQVA+rRpuwN9KjRghBff1cfgoiIyEVz+PBhhg4dyuHDh4mOjub2229n1KhRjuVffPEF/fv3p06dOnz66acujFRcwa0TwilTpjB+/Hh69OjhKOvcuTM1a9bkww8/ZNGiRZQpU4ZRo0YpIXShN1bO4rB9JYZh4oVGwzWTpFwQs9lM20p1aFupDgDJWRnM2LyC+buXsTN1HTmW/eRZD7It8yDbtn7PO1ss+NrLUTmoDjeVbcpt1ZupzYmIyFXtqaee4qmnnip2eXx8PPHx8ZcvILmiuHVC+MsvvzBhwoRC5XXr1mXVqlUA3HDDDRd841G5ePYlHeOT7a+BBa7z60z3ms3OvZLIWQR5+9KvQTv6NWgHwK4Th5m6aSG/HFzFoZxNYEki07KTjWk72bj5G8ZvsuJHeaoE1aVtuaZ0va4JAV4+59iLiIiIyNXBrRPC0qVL8/HHH/Pqq686lX/88ceULl0ayL8XzoXMRCUX170/DD01VDSSjzrr9h9y8VUIjXIaXvr7gR3M2rqMtUdXcyT3T0yWFDL4i/Wpf7F+03TGbPAggIpUC8lPEG+pej1+p+7rJCIiInK1ceuEcNy4cdx+++38+OOPjltPrFmzhm3btvHNN98A+TfuvOOOO1wZptt6+5dvSbCtwDBMPKehonIZmM1mri9ThevLVAEGYLfbWbF3K99tX866o2s4lvcnJksaaWxldfJWVm+Yxqh1HgRSicrBtWhZphFdqzXRNYgiIiJy1XDrhPCWW25h+/btfPjhh2zfvh2Am2++mdmzZ1O2bFkAHnzwQRdG6L52nTjMR9vGgAWq+XaiR80bXB2SuCGz2UyLctVpUa46kD+99tLdm/nur+VsOLqGE7YtmCwZpLKFtSlbWLv5S8b/YcbbHktZ/+o0jWlI1+uaUb6EZmsTERGRK5PbJoS5ubm0b9+eCRMmMHr0aFeHI6ex2+30/eFpsKRizYvmf7e84OqQRID8BPHGCrW4sUItAPJsNhb9vYkfd/7CH8c3cCx3K1iSybbsZnvmbrbv+oFJu8CSF0VJn2rUi6jHLVVvoH5Med3KRkRERK4IbpsQenh4sGnTJleHIUV4YdEkTrIOw7Dw8g2vaKioXLGsFgtxleoSV6kukP9lxrpDf/PDX7+w+vBaDmVuIc96GJv1MPtyD7Pv4BJmHxyPyRZEqLUy1UJq0jK2Ae0r11c7FxEREZdw24QQ4J577ilyUhlxnd/27eC7Ax9gMkOTkLsdNxoXuRqYzWYalKpIg1IVgd4A7Ek8yqytK1l1cA1/p/1BlnkfWJI5bqxmeeJqlid+wsi1FryNMpT2rUqDqDq0r9SYutHl1IsoInKBTCYTs2bNomvXrlfEdi7E0qVLad26NSdPniQ4OPiy7VfErRPCvLw8PvnkExYuXEj9+vXx8/NzWv7666+7KDL3lJOXx8MLn8RkycbHVon3Oj7m6pBE/rOyJSJ4rNmtPMatAJzMSOPbrb+yfP9a/kreTJJtJyZLGtnsZmf2bnbu/ZEv9wK2QEpYKlIlpAYtyjSgY+WGmqxGRK4YJpPprMuHDRvG8OHDL08w/8Hw4cOZPXs2GzZscCpPSEi4ImeZL1u2LHv37i1UPnr0aJ555hkXRCTXArdOCDdv3ky9evUA+Ouvv5yWnetEd6bRo0czc+ZMtm3bho+PD02bNmXMmDFUqVKl2HUmT55M3759ncq8vLzIysq6oH1fKx78YRyZll0Ydi/ebzcWT6tbN0+5RoX4+hNfvw3x9dsA+cNMVx/Yxfxdv7HuyEb2Z2wl27wfkyWFRNax6uQ6Vp38lFc3mPGylyLGpzI1w2rQsmw9WpatjreHp4uPSETcUUJCguP59OnTGTp0qGOCPgB//3++wDIMA5vNhvUq+r8eFRXl6hCK9dJLLzFgwACnsoCAgEu6z9zcXDw8PC7pPsR13Ho80pIlS4p9LF68+IK29fPPPzNw4EB+/fVXFixYQG5uLu3atSM9Pf2s6wUGBpKQkOB4FPWtjzv4dstv/Jb0BQC3lh50asidyLXPbDbTuEwlhra+h9k9X2Ntvx9YcccvPFPnHZqViCeUBphsQZhMdnIs+9iTs5DvD73JE7/0psHn19Pok67c+uVTDF/8KUv/3kyezebqQxIRNxAVFeV4BAUFYTKZHK+3bdtGQEAAP/74I/Xr18fLy4sVK1awa9cuunTpQmRkJP7+/jRs2JCFCxc6bbds2bK88sor9OvXj4CAAMqUKcPEiRMdy3Nychg0aBDR0dF4e3sTGxt71skBn376aSpXroyvry/ly5fnxRdfJDc3F8j/Yn7EiBFs3LgRk8mEyWRi8uTJQH7HwOzZsx3b+eOPP7jxxhvx8fEhNDSU++67j7S0NMfy+Ph4unbtyrhx44iOjiY0NJSBAwc69gXw2Wef0aBBAwICAoiKiuKuu+7i6NGjF/zeF6x/+qNglNvSpUsxmUwsWrSIBg0a4OvrS9OmTZ2SdYBvv/2WevXq4e3tTfny5RkxYgR5eXmO5SaTiQ8++IBbbrkFPz8/Ro0aBcDLL79MREQEAQEB3HvvvTz77LM0b94cgGXLluHh4cHhw4ed9jV48GBHHbkyXT1f1VxCO3fuZNeuXbRo0QIfHx8Mw7jgHsJ58+Y5vZ48eTIRERGsXbuWFi1aFLtewQnUnZ3ISGXYqucxWe2EmRow4sberg5JxKWCffy4u3Yr7q7dCsjvRdx0ZB9z/1rFhiOb2Zu+jXT2YjJnk8kudmbvYuf+H5mxH4yfvfAjljJ+VagTUYM25RvSsFQFXY8oIpfdM888w7hx4yhfvjwhISHs37+fDh06MGrUKLy8vPj000/p3Lkz27dvp0yZMo71xo8fz8iRI3nuuef45ptvePDBB2nZsiVVqlTh7bff5rvvvuOrr76iTJky7N+/n/379xcbQ0BAAJMnTyYmJoY//viDAQMGEBAQwFNPPcUdd9zB5s2bmTdvniMxDQoKKrSN9PR04uLiaNKkCatXr+bo0aPce++9DBo0yJFAQn5HQ3R0NEuWLGHnzp3ccccd1KlTx9Gbl5uby8iRI6lSpQpHjx5lyJAhxMfHM3fu3Iv0jv/j+eefZ/z48YSHh/PAAw/Qr18/Vq5cCcDy5cvp3bs3b7/9Ns2bN2fXrl3cd999QP5Q3wLDhw/n1Vdf5c0338RqtTJ16lRGjRrF+++/T7Nmzfjyyy8ZP36843fXokULypcvz2effcaTTz7pOOapU6cyduzYi36MchEZbuz48ePGjTfeaJhMJsNsNhu7du0yDMMw+vbtawwZMuQ/bXvHjh0GYPzxxx/F1pk0aZJhsViMMmXKGKVKlTJuueUWY/PmzRe0n+TkZAMwjh8//p/idaW4zx4yakyuYdT4uKmx+8QRV4dzTcjJyTFmz55t5OTkuDoUuURy8/KMJbv+MIYtmmJ0/eJJo8HHXYzqn9TN/1s68/FxQ6PJJz2Mnl+9aIxaPM0YN+1jIyMz09WHIFcYnTdcJzMz09iyZYuReerv0m63G+k56S552O32QvHZbDbj5MmThs1mKzL+SZMmGUFBQY7XS5YsMQBj9uzZ5zz26tWrG++8847jdWxsrHHPPfc4XtvtdiMiIsL44IMPDMMwjIcffti48cYbi4zTMAwDMGbNmlXs/l577TWjfv36jtfDhg0zateufdbtTJw40QgJCTHS0tIcy+fMmWOYzWbj8OHDhmEYRp8+fYzY2FgjLy/PUef222837rjjjmJjWb16tQEYqamphmH8876dPHmy2HViY2MNT09Pw8/Pz+mxbNkyp20sXLjQKVbA0b5uuukm45VXXnHa7meffWZER0c7Hf/gwYOd6jRu3NgYOHCgU1mzZs2MGjVqONrGmDFjjGrVqjmWz5gxw/D393d67053Zts/XcFn3OTk5GLfD7k43LqH8LHHHsPDw4N9+/ZRrVo1R/kdd9zBkCFDGD9+/L/art1uZ/DgwTRr1owaNWoUW69KlSp88skn1KpVi+TkZMaNG0fTpk35888/KVWqVJHrZGdnk52d7XidkpIC5H8Dc/qwhKvFS0s/56BtGYZhYkjNoZQMCLkqj+NKU/Ae6r28tjUrXYVmpf+5TjkrN4fle7fw874N/HniTxKydpJtOoDJkkkqW9icsYXN+2YBMOmL9/E1ShPtU4FqJapyfckatCpbAz8vL1cdjriYzhuuk5ubi2EY2O127HY7GbkZNPmyiUtiWdVzFb4ezrfBMQzD8dNutxdap6DszJ/16tVzqp+WlsaIESOYO3cuCQkJ5OXlkZmZyd69e53q1axZ0+l1VFQUR44cwW6307t3b+Li4qhSpQpxcXF07NiRdu3aFYqnYP3p06fz7rvvsmvXLtLS0sjLyyMwMNCxvODYijsuu93Oli1bqF27Nj4+Po56TZo0wW63s3XrVsLDwzEMg+uuuw6TyeSoExUVxebNmx2v165dy4gRI9i0aRMnT550lO/Zs4frrrvO6f0rKp4CTzzxBH369HEqK1mypNN6NWrUcDyPjIwE4PDhw5QpU4aNGzeycuVKxzBQAJvNRlZWFmlpafj6+hb5+9u+fTsPPPCAU1mDBg1YtGiRo2307t2bF154gV9++YXrr7+eSZMmcfvttzu9d2e+x4ZhkJubi8VicVqmc9Hl49YJ4U8//cT8+fMLJV+VKlX6T9fyDRw4kM2bN7NixYqz1mvSpAlNmvxzwm/atCnVqlXjww8/ZOTIkUWuM3r0aEaMGFGofMmSJY4/4KvF1vRjzMrOv8VEmZzWhB7KYu6hiz9swp0tWLDA1SGICzQlgqZ+EeDXmixbHlsyjrA96xAHbQdJNSWQ53H41HDTnfyds5O/D89nzmEw1liw5EYQYI8m0hxNea8oqvtGE+Lh7epDkstI543Lz2q1EhUVRVpaGjk5OWTmZbosltTUVPKsecUuK0pWVhaGYTi+pM7IyADyP+wXlEH+F/FLly5l5MiRlCtXDh8fH/r06UNaWpqjnt1ux2azOa1nt9vJzMwkJSWFihUrsn79ehYuXMjPP//MHXfcQatWrZgyZYqjfkHd33//nV69evHMM8/w8ssvExgYyMyZM3n33Xcd28/Ozi60vzO3k5OTQ15enlOdgufp6emkpKSQm5uLyWRyqpObm0tOTg4pKSmkp6fTvn17brzxRiZMmEBYWBgHDhygW7dunDx5kpSUFMf7lpqaWuwwf7vdjr+/PxEREU7lBR0DBdvIysoq9PtISUkhJSWFtLQ0nnnmGTp37lxo+wXHCvnXuJ9+PIZhOG23YL8FMQN4e3vTvn17Jk6cSFhYGPPmzeP7778v8v0t2F9mZibLli1zuobx9Ljl0nPrhDA9Pb3IJCoxMRGvf/kt+aBBg/jhhx9YtmxZsb18xfHw8KBu3brs3Lmz2DrPPvssQ4YMcbxOSUmhdOnStG7dmtDQ0H8VsyskZ6Uz/Ks7MFlz8LNX5eter2pW0YsoNzeXBQsW0LZtW80KJtx22vPc3FzmzJuHd+UYfk/Yyp8ntnEoYxfp7MNkycTumUAyCSQDfxkwLx3MeaEEW8sS61+B6mGVaVqqBg1KVsB6xre5cnXTecN1srKy2L9/P/7+/nh7exNgBLCq5yqXxOJj9Sk0j4JhGKSmphIQEFDkHAve3t6YTCYCAwMBHJ+tAgICHGUAa9asoW/fvtx1111Afo/h/v378fT0dNQzm814e3s7rWexWPDy8nKUBQYGEh8fT3x8PD179qRDhw7k5eVRokSJ/GPw8SEwMJBNmzYRGxvLSy+95NjW+++/7xRrweycp+/P8V6c2k6tWrX44osvsFgsjslbVqxYgdlspl69egQGBuLh4YHVanXajqenp6Nsx44dJCYmMm7cOEqXLg3Atm3bAPDz8yMwMLDY9+10Rb0/pytqGwUx+/v7ExgYSL169di7dy916tQpchtnHn+BqlWrsnnzZqeyjRs3OvZX0Dbuv/9+7r77bsqXL0+FChUK9eCeLisrCx8fH1q0aIG3t/OXj8UlkXLxufUn8ObNm/Ppp586euMKuvnHjh1L69atL2hbhmHw8MMPM2vWLJYuXUq5cuUuOB6bzcYff/xBhw4diq3j5eVVZLLq4eFxVf0Dj/96OHnWQ2DzZ1KnN/Dz8XF1SNekq61dyOXhabHQvkp9Ote43lFmt9tZn7Cbpbs3sOHIFvam7SApbw+G9SR26wkSOUFi2lrWp8Hne8Cwe+BtxBDuVZbyQRWpF1WNFmVrUSks2nUHJheFzhuXn81mw2QyYTabHT1D/pYr576jBUP9CmI8U0FZUT9Pr1+pUiVmzZrFLbfcgslk4sUXX8RutxfablH7KSh7/fXXiY6Opm7dupjNZmbMmEFUVBQlSpQotN/KlSuzb98+vvrqKxo2bMicOXMcM4cW1C1Xrhy7d+9m06ZNlCpVioCAAMfnrILt9OrVixEjRtC3b1+GDx/OsWPHePTRR+nVqxfR0dGO+Io6joLtlC1bFk9PT9577z0eeOABNm/e7BiyWbCf4t63M6WlpRWandTX15fAwMAit3Fm2dChQ+nUqROxsbF0794ds9nMxo0b2bx5My+//LLT7/X0OB5++GEGDBhAw4YNadq0KdOnT+ePP/4gNjbW6dhvvvlmAgMDGTVqFC+99NJZj8VsNmMymYo87+g8dPm4dUI4duxYbrrpJtasWUNOTg5PPfUUf/75J4mJiY6ZmM7XwIEDmTZtGt9++y0BAQGOKXeDgoLwOZXs9O7dm5IlSzqmR37ppZe4/vrrqVixIklJSbz22mvs3buXe++99+Ie6BVmxOLP2Ju7CMMw8UjNoVSLuLCeVBG5+MxmM/VLVqB+yQpAN0f5vqRjLNy5ntUJm/k7eSfHc/aQbUrAZM4lm70cyNvLgRM/s+wEvPknYPPH31SaaJ9yVC1RmQYlr6N1uZqE+F45H25FxDVef/11+vXrR9OmTQkLC+Ppp5++4F6ggIAAxo4dy44dO7BYLDRs2JC5c+cWmXTccsstPPbYYwwaNIjs7Gw6duzIiy++yPDhwx11unXrxsyZM2ndujVJSUlMmjSJ+Ph4p+34+voyf/58Hn30URo2bIivry/dunXj9ddfP++4w8PDmTx5Ms899xxvv/029erVY9y4cdxyyy0XdPwAQ4cOZejQoU5l999/PxMmTDiv9ePi4vjhhx946aWXGDNmDB4eHlStWvWcnz/vvvtu/v77b5544gmysrLo0aMHffr04ddff3WqZzabiY+P55VXXqF3b80cfzUwGQVX07qp5ORk3n33XTZu3EhaWhr16tVj4MCBjm98zldxt6k4/cTSqlUrypYt65ii+LHHHmPmzJkcPnyYkJAQ6tevz8svv0zdunXPe78pKSkEBQVx/Pjxq2LI6Jzta3j6l/swmXOp5d+Nqd2Guzqka1Jubi5z586lQ4cO+oZNnFyMtpGTl8ev+7fzy/7N/HlsO/vSdpGUtx+b5TgmU+F/KYZhwmILI8haipK+ZakSWpH60VVpGluNUN9LezNlOX86b7hOVlYWu3fvply5coWGzV0JCq4FPL0HSgSgTZs2hIaG8sUXXzi1jf79+3Ps2DG+++67s65/trZf8Bk3OTm52CGycnG4dQ8h5PfgPf/88/95O+eTVy9dutTp9RtvvMEbb7zxn/d9tdiXdIznVjyByZpLoFGDSV1ecHVIIvIveFqttChXnRblqjuVn8hI5efdm1lzcAvbEv8iIXM3acZ+TJY07NZjnOQYJzPWszkDZuwHfgdTXgkCLSWJ8o2lcnBF6kRX4YbY64gJLOGagxMRkSJlZGQwYcIE4uLisFgsfPHFFyxatIhZs2Y56iQnJ/PHH38wbdq0cyaDcuVw+4QwKSmJ33//naNHjxaaDlfd3BdPTl4ePWc9jN16AnNeKF92e1eTyIhcY0J9A7itehNuq+48Xf6O4wks27OJjUf+4u/kXRzL3k+GcQgsaRjWRJJJJDnzD7ZnwvcJwDow2YLwM8UQ6RNLheDy1ImsQtMy11EuJEI9FCIiLmAymZg7dy6jRo0iKyuLKlWq8PXXX9OqVStHnS5duvD777/zwAMP0LZtW9cFKxfErT+Rf//999x9992kpaURGBjoNOzTZDIpIbyI+sx6iVTznxh2D8Y0f53SwVf+8FYRuTgqhUWfmmwmzqn878Qj/LJvCxsOb2dn0i6OZu4jzTiIYUnGsCSTRjJp2VvZdQR+OgJsAmw+eBFFCY8YSgXEUimkPLWjKtKkdBVdpygicgn5+PiwcOFCp7Izby1y5mg4uTq4dUL4+OOP069fP1555ZWr7h5+V5MRiz9jc0b+cIKe5Z6gfeV6Lo5IRK4E5UtEUr5EJPfgPKvzoZREftm7lXWHt7Hz5N8cythDqu0gNksiJksm2ewmwb6bhOSVrE6GaXuAX8GUF4yfOZpw71LEBpalWlh5GpasSu2oshqRICIiUgy3/g958OBBHnnkESWDl9Bn6xfz9d7xmMxQzecWXmh1l6tDEpErXExgCbrXbEb3ms2cypMy01l9YAfrE/5ie+JuDqTtJTHnIFkcBksGhjWJNJJIy9nK7uOw9Dh8sA0MuwUPeziB1hiifEtTIagc1cLLUTe6IlXDS+p+iiIi4tbcOiGMi4tjzZo1lC9f3tWhXJOW7f6TseufwWSxEUoDpnV76dwriYgUI9jHj7aV6tC2Up1Cy/YkHuW3A9vZdGQHfyftISFjP8l5h8g1H8VkziPPfJhEDpOYsY4tGaeuVdwEht2Khz0cf2skEd4lKR1YmsolYqkTVZE6MeXw9Sh831eRS8XNJ34XN6Q2f2Vw64SwY8eOPPnkk2zZsoWaNWsWmmb739wbRvLtOnGYhxcPBGsmXrZyzL7zXX0LLyKXTNkSEZQtEcEdNHcqz7PZ2JCwm7WH/mLL8b/Zk7ybY1kHSbcfyR+Cas4jz5xAEgkkZW3gryxYdBTYBoZhxmILwdccQahXDKUCSlMhOJaakeVpWKqSbpkhF43l1P/HnJwcx72LRdxBRkYGoJvQu5pbJ4QDBgwA8m8QfyaTyYTNZrvcIV0TkjLT6fnt/Y4ZRb/o8iHBPn6uDktE3JDVYqFBqYo0KFWx0LKM3Gw2Jexh4+FdbD+xl32p+ziaeZDUvCPkmo9hMudit54gjROk5W5lbyKsTAT+PrUBWwDeRBDsEUm4TzSlA0pSObQM1SPKUjOyLH5e6l2U82O1WvH19eXYsWN4eHhccTPp2u12cnJyyMrKuuJiE9f6t23DMAwyMjI4evQowcHBji9FxDXcOiE88zYT8t/l5OVx69eDyLL8DTYf3mz9zqnZBUVEriy+Hl5cX6YK15epUmiZ3W5n67GDrE/YydZju9mTso/DGQdJzk0gm2NgyQBLKlmkcti+i8Pp8Ec6zD0M/AmGYcJsD8KbcII9IojwjaZMQCkqhZahRmQ5qkeW1nBUcTCZTERHR7N792727t3r6nAKMQyDzMxMfHx8nGZkF/mvbSM4OJioqKhLEJlcCLdOCOXiyrPZ6DJ9MMeNNRiGhSdqv0Lr8jVdHZaIyAUzm81UjyxN9cjScMYsqAD7k06w9tAOthzbzZ7kAySkHyIx+zDptmPkmU9gMudhWJLIJIlM+w4S0mBjGpAAbD6VMNqC8TGHEewRRYRPNGUCS1KxRGmqhJWmemQZgrw14Zk78fT0pFKlSuTk5Lg6lEJyc3NZtmwZLVq00NA+cfJf2oaHh4d6Bq8QbpkQdujQgS+++IKgoCAAXn31VR544AGCg4MBOHHiBM2bN2fLli0ujPLqYrfb6f71MxzI+xnDMNG7/HPE12/j6rBERC6J0sGhlA4OpSvXF1pmt9vZceIwGw//zV8n9rEneT+H0xNIzDlChu0oeeb8axcN60kyOEmGbQeH0mBDGnDotA3Z/PGkBH6WMEp4RRDlF0XpgGgqlihNtYjSVA0rpdtpXGPMZjPe3t6uDqMQi8VCXl4e3t7eSgjFidrGtcEt/5PMnz+f7Oxsx+tXXnmFHj16OBLCvLw8tm/f7qLorj52u507ZwxlV/Y8ALqWeoynWvRwcVQiIq5hNpupEh5DlfCYIpfn2WzsOJHApsO72X5iL3uTD3A4I7+HMdN+gjzzSUzmXLCkkUMaOezjZDbsygYSgVMjCg3DjNkWhLepBAEe4YR6RxDtF03ZoJJULFGK6pFlKBscrmu+RETkrNwyITxziltNefvv2e12enzzPNszfwDgpogHeLlNXxdHJSJy5bJaLFSLKEW1iFJwxqyokH9e3Zd0nD+O7GVn4gH2phziUNohTmQdJTX3OFnGCeyWZEwmO4b1JJmcJNO+i6MZsDUDOPbPtgy7BxZ7EF6mEAI8QgnxCiPCJ4KSAZHEBkdTqUQpqkaU1PBUERE35pYJoVwcdrud27562tEzeFPEA7x580AXRyUicnUzm82O22hAwyLr5OTlse34AbYe3c+ukwfYl3KIw+mHOZl9lDTbcXJIBEta/kyp5uNkcpxM+w6OZsL2TJx6GgGw+WI1grHk+fHB9J8I84kg0i+C0oHRVAiJoVJYDBVLROv2QSIi1yC3TAhNJlOhmZA0a9aFSc/O5tavHiXBvhLDMNEhehBj4+5zdVgiIm7B02qlVlRZakWVLbZOclYGW4/uZ2fiIfYkJXAo9QhHMo5wMvs4aXmJZBuJ2MzJmMx5YMkgjwzyrHDQtoODaUAacOSf7RmGGbM9EE9C8LUEE+hRghCvUCL8wojxj6B0UCTlQ6KoGBqtWw2JiFxF3DIhNAyD+Ph4vE7dIyorK4sHHngAP7/8f2CnX18ohR1JS+bWr+8j1bwFwzBza6nHGNkm3tVhiYjIaYK8fYu9rUYBu93OgZQTbD12gJ3HD/DLltVYQ7w4kXWM5NwTZNgSyeEkhjktf4iqJYlsksgGTubC3lwKJY4A2LyxGIF4mYPws4QQ6FmCUO8wIv3CKBkQQZmg/MSxXEgE3h6el/BdEBGRc3HLhLBPnz5Or++5555CdXr37n25wrmqbD68j95zHyDXsh/D7smD1YYz8PrOrg5LRET+BbPZTJngcMoEh3Nj2RqUOmqnQ4cOhWYLzMrN4a8Th9hx4hB/Jx7icPoxjqYf52T2CVJyE8mwJZFjJGM3p5zqcczCRhYZHCXDgGMFk+IkO+/fMEyY7H5YjUB8zMH4WYMJ9Awh2CuEcN8SRPqFERMQRmxwBGVDIojwC9IkOSIiF5lbJoSTJk1ydQhXpU/W/MQbm4aBJQ1s/rx8/Rt0va7wlOsiInJt8fbwPOcQVcjvcTyUmsTOE4fYc/IwB1KPcjjtGMcz85PHtLyTZNqSyDUln+p1NMCSRh5ppHKIVDsczgKyKJQ8Ahh2K2bDHysBeJuD8LMEEegZTIh3CBE+YUT4h+YnkEGRlC0RQbhvgBJIEZFzcMuEUC5Mns3G/d+/xm9J0zBZDKx5Jfmg7VtnHYYkIiLux2w2UyqoBKWCSgA1zlo3Jy+P3SePsisxgb3JRziYcoRjGSc4mXWS5JyTpOclkWVPIcdIxW5OxWTOzb9/I0nkkkQu+50TyKTC+zDsVsx2f6ymALxM/vhYAvH3CCTQM4hgr2BCfYIJ9ytBlF8JYgJDKR0UTnRAsCbPERG3ooRQzmpf0jHumj2YZNMmTCYoaWnBlz3GasIAERH5Tzyt1rPer/FMJzJS2Z14hH3JxziUepyE1GMcz0w8dwJpLkggIc2AYzlADvnXPhYhfxirLxbDDw+TP97mAHyt+YlksFcwId7BhPmGEOlXgkj/EpQKCqVMULj+L4rIVUsJoRTrw9/n8t4fr2JYT2LYrdxSchCvtOvv6rBERMQNhfoGEOobQINSFc+r/ukJZELqcY5lnOR4xkmSspNIyUkmLTeFTFsK2UYaeUY6dnM6JnP2qWGs6dhIx8bR/M5HG2Cj2KGskN8baTJ8TiWSvnia/fCx+ONr9cffw59AryCCPAMJ8Qkk3DeYMN9gIv2DiQksQZR/CJ5WfSQTEdfQ2UcK+TvxCPfPGcZh+0qwgjkvjFdueI2OVRq4OjQREZHzcqEJJEBqdiYHkk9wIPk4h1JPcDQ9kWMZJ0nMOklydn4SmZ6XQpYtlRwjDZspDcOcgclkz59Mh1RspDpyxxQ7+b2ROUD62fdt2L0w232x4Iun2Rcvsz8+Fn/8rAH4ewYQ6BlAiHcQId6BhPgEUMInkDC/QMJ8g4j0DyLQy0fXS4rIv6KEUBySszJ4dsGHLD/2JVgyMAwTlb1v5sNuzxPuH+jq8ERERC6pAC8fqkWUolpEqfNex263czgtiUMpiRxJT+JYWhLHMpI4mZVMUlYKKTkppOWmkZGbSqYtjWx7OrlGBjZTOnZTJiZzDgAmczaGOZs8TpIHZAAnC3omz+NuWIZhxmT3xmR4Y8EHD5MPnmYfvCx++Fj88LX64efhh7+nP4Ge/gR7BxDsHUgJ3wBCfQIJ9wsiwi+IEB8/XUMp4maUEApZuTkMXTyZeQc/w7AkgQWseTG8cP0wulVv6urwRERErlhms5mYwBLEBJb4V+tn5GaTkHKSw2knOZKWxLH0k5zITOZkVgpJWSmk5qSQlptKRl4aWbY0cowMbEYmNlMWhikLw5Q/zNVksud/mUsGeUAekAlgP/XILSg4N8Puicnwwmx4YTF5Y8ELI9fM69Nm4W3xxdvig5fVG1+rL75WX/w9/fD39CXQy58gLz+CvP0J8fEnxCeAUJ8AQv388fXw+lfvj4hcekoIL7L33nuP1157jcOHD1O7dm3eeecdGjVqVGz9r7/+mhdffJE9e/ZQqVIlxowZQ4cOHS5LrH8nHmH08k/57fgPGNZEsIApL5hOpeMZ2rqXbhYsIiJyifl6eFEhNIoKoVH/av08m40TmWkcS0vmWEYyJ9JTSMxKISkzlaTsVFKy00jLTSM9N52MvHSybBlk29LJsWeQa2RiIwvDlIlhzs5PKuFUr2UOdlIduSSWUx2VBb2WORcWp2G3YDI8MeGJyfDEYvLCgicWkyceJi88zPkPL4s3XhZvvC3eeFt98LF64+vhja+HD/4evvh7+RDg6Yu/py9B3r4EevsR7OVLsI+fhs2K/EtKCC+i6dOnM2TIECZMmEDjxo158803iYuLY/v27URERBSq/8svv3DnnXcyevRoOnXqxLRp0+jatSvr1q2jRo2zT9f9bx1ITuR/a39g6f7FHLdvzL/mwQrY/GkZ0ZNRbQYQ5O17SfYtIiIiF5fVYiHSP/86wv/CbreTnJVBYmbaqUcqSZlpJGencTIjhS07txESHUZmXiYZuRlk5GWQZcsk25ZJtj2TXHsWeUYWNiMLG9kYpvyHyWwDOPUzE4NMDP7ptHQw+CfZ/A/yJ/exAh6YDA/MWDHhgcV06oEnFrMHHiZPrGZPPE49PC2eeJm98n9avPC2euYnpR5e+Fi98PHwxtfqha+nd/6yUw8fqxdeHh74WD3x9fDC19MTb4snPh4eSk7lqqGE8CJ6/fXXGTBgAH379gVgwoQJzJkzh08++YRnnnmmUP233nqL9u3b8+STTwIwcuRIFixYwLvvvsuECRP+czx2u531CbtZ/Pd6Nh7ZzO7UzaSYdoDjG0DwspXi5pJdeKJJt1OJoAE557jyXa58ublYbNn5v0vDw9XRyJVEbUOKo7bh1sxAiNVESEAAFQICgGjHstzcXOafMBHXsh0eHhfWNtJzsknMSOdEVgrJWZmkZmeQmpNBWm4W6TmZpOVmkpGbSWZuFhl52WTZssiyZZFtyyLHnu145NlzyCMbm5GDjRzsplwMcsCUC+Z/ssj8yX3ygCxHjsmpEicXKQE9K8MChhkMCyYsmAxr/k8spxJVC2ZT/nOLyXrqpwWLyYrVZMVi9nA89zDn17GYzfl1TWasZgtmLFjNFiwFr02nv7ZiNef/tJgseJgtWMwWrBYLVpMFD7MVqzm/3Gq24GHJr+dpteJhsmAycyo+sJgtmE1gMVkwm02YTSYsJjM2m50jmcf5K2EXnh4emDFhMZsxm0yYTWbMZlP+OiawmiyYzCYsJlP+9uBUzCYA7IaB3TBOPbeTlZ5yCX85cjqTYZx65+U/ycnJwdfXl2+++YauXbs6yvv06UNSUhLffvttoXXKlCnDkCFDGDx4sKNs2LBhzJ49m40bN57XflNSUggKCqL9xPuw+FiwGXmk21LJsCeRzQmwFL5goGJODjemZ9ImI4OqObmYLvhoRURERK4MNiDbZCLDZCLXZCLHZCL7tJ//PIcc8z9luZjINjvXLXpdnF7nnlo3z0T+81MPubhsmTa2PriV5ORkAgM1ueGlpB7Ci+T48ePYbDYiIyOdyiMjI9m2bVuR6xw+fLjI+ocPHy52P9nZ2WRn/zPdWEpK/rcne23LsdhOzQpmAk49tRoGFXNyqZaTQ9XsHJpkZVEut9D3ZCIiIiJXJQvgaxj4urCPo6DDMT855FTCeOq5yUQe/zzPf31aMgmn6p57XTsmbKb8fdlPbcd+Kjm1AzaTKb/j0/Hz9OX/lNkc2zFhN0HeqZ/5nab5ywwKHiaMU9svKLOfKvvnNRhKiq9aSgivMqNHj2bEiBGFyvsnpRCQacKKQYDdTkSejUibjfI5uRRMDZPkU4YV1V7gT/UJioiIiFxRrKcePq4O5D+w241TE9saYBjY+ee1gXGqHGzkDw8tKDOd+mxqAsfzLCOTB3nQZcfiTpQQXiRhYWFYLBaOHDniVH7kyBGiooqeOSwqKuqC6gM8++yzDBkyxPE6JSWF0qVLc/ddywkNDSlynYKLtv08fInTtzduITc3lwULFtC2bdsLvt5Drm1qG1IctQ0pjtqGFOdSto2UlBQlhJeJEsKLxNPTk/r167No0SLHNYR2u51FixYxaNCgItdp0qQJixYtcrqGcMGCBTRp0qTY/Xh5eeHlVfhePh5+gXj4Bf+XQ5BrkIeHh/55S5HUNqQ4ahtSHLUNKc6laBtqa5ePEsKLaMiQIfTp04cGDRrQqFEj3nzzTdLT0x2zjvbu3ZuSJUsyevRoAB599FFatmzJ+PHj6dixI19++SVr1qxh4sSJ573PgjmBUlNT9YcjDrm5uWRkZJCSkqJ2IU7UNqQ4ahtSHLUNKc6lbBsF82Ro/stLTwnhRXTHHXdw7Ngxhg4dyuHDh6lTpw7z5s1zTByzb98+p3vSNG3alGnTpvHCCy/w3HPPUalSJWbPnn1B9yA8ceIEAOXKlbu4ByMiIiIi4mKpqakEBf23+2zK2em2E1e5pKQkQkJC2Ldvn/5YxKHg2tL9+/drqmZxorYhxVHbkOKobUhxLmXbMAyD1NRUYmJinDpU5OJTD+FVruAPJCgoSCdpKSQwMFDtQoqktiHFUduQ4qhtSHEuVdtQZ8floXRbRERERETETSkhFBERERERcVNKCK9yXl5eDBs2rMhbUYj7UruQ4qhtSHHUNqQ4ahtSHLWNa4MmlREREREREXFT6iEUERERERFxU0oIRURERERE3JQSQhERERERETelhFBERERERMRNKSG8ir333nuULVsWb29vGjduzO+//+7qkMTFhg8fjslkcnpUrVrV1WGJCyxbtozOnTsTExODyWRi9uzZTssNw2Do0KFER0fj4+NDmzZt2LFjh2uClcvqXG0jPj6+0Hmkffv2rglWLqvRo0fTsGFDAgICiIiIoGvXrmzfvt2pTlZWFgMHDiQ0NBR/f3+6devGkSNHXBSxXC7n0zZatWpV6NzxwAMPuChiuRBKCK9S06dPZ8iQIQwbNox169ZRu3Zt4uLiOHr0qKtDExerXr06CQkJjseKFStcHZK4QHp6OrVr1+a9994rcvnYsWN5++23mTBhAr/99ht+fn7ExcWRlZV1mSOVy+1cbQOgffv2TueRL7744jJGKK7y888/M3DgQH799VcWLFhAbm4u7dq1Iz093VHnscce4/vvv+frr7/m559/5tChQ9x2220ujFouh/NpGwADBgxwOneMHTvWRRHLhdBtJ65SjRs3pmHDhrz77rsA2O12SpcuzcMPP8wzzzzj4ujEVYYPH87s2bPZsGGDq0ORK4jJZGLWrFl07doVyO8djImJ4fHHH+eJJ54AIDk5mcjISCZPnkzPnj1dGK1cTme2DcjvIUxKSirUcyju59ixY0RERPDzzz/TokULkpOTCQ8PZ9q0aXTv3h2Abdu2Ua1aNVatWsX111/v4ojlcjmzbUB+D2GdOnV48803XRucXDD1EF6FcnJyWLt2LW3atHGUmc1m2rRpw6pVq1wYmVwJduzYQUxMDOXLl+fuu+9m3759rg5JrjC7d+/m8OHDTueQoKAgGjdurHOIALB06VIiIiKoUqUKDz74ICdOnHB1SOICycnJAJQoUQKAtWvXkpub63TuqFq1KmXKlNG5w82c2TYKTJ06lbCwMGrUqMGzzz5LRkaGK8KTC2R1dQBy4Y4fP47NZiMyMtKpPDIykm3btrkoKrkSNG7cmMmTJ1OlShUSEhIYMWIEzZs3Z/PmzQQEBLg6PLlCHD58GKDIc0jBMnFf7du357bbbqNcuXLs2rWL5557jptvvplVq1ZhsVhcHZ5cJna7ncGDB9OsWTNq1KgB5J87PD09CQ4Odqqrc4d7KaptANx1113ExsYSExPDpk2bePrpp9m+fTszZ850YbRyPpQQilxDbr75ZsfzWrVq0bhxY2JjY/nqq6/o37+/CyMTkavF6UOGa9asSa1atahQoQJLly7lpptucmFkcjkNHDiQzZs36zp0KaS4tnHfffc5ntesWZPo6Ghuuukmdu3aRYUKFS53mHIBNGT0KhQWFobFYik0q9eRI0eIiopyUVRyJQoODqZy5crs3LnT1aHIFaTgPKFziJyP8uXLExYWpvOIGxk0aBA//PADS5YsoVSpUo7yqKgocnJySEpKcqqvc4f7KK5tFKVx48YAOndcBZQQXoU8PT2pX78+ixYtcpTZ7XYWLVpEkyZNXBiZXGnS0tLYtWsX0dHRrg5FriDlypUjKirK6RySkpLCb7/9pnOIFHLgwAFOnDih84gbMAyDQYMGMWvWLBYvXky5cuWcltevXx8PDw+nc8f27dvZt2+fzh3XuHO1jaIUTHCnc8eVT0NGr1JDhgyhT58+NGjQgEaNGvHmm2+Snp5O3759XR2auNATTzxB586diY2N5dChQwwbNgyLxcKdd97p6tDkMktLS3P6Vnb37t1s2LCBEiVKUKZMGQYPHszLL79MpUqVKFeuHC+++CIxMTFOs03KtelsbaNEiRKMGDGCbt26ERUVxa5du3jqqaeoWLEicXFxLoxaLoeBAwcybdo0vv32WwICAhzXBQYFBeHj40NQUBD9+/dnyJAhlChRgsDAQB5++GGaNGmiGUavcedqG7t27WLatGl06NCB0NBQNm3axGOPPUaLFi2oVauWi6OXczLkqvXOO+8YZcqUMTw9PY1GjRoZv/76q6tDEhe74447jOjoaMPT09MoWbKkcccddxg7d+50dVjiAkuWLDGAQo8+ffoYhmEYdrvdePHFF43IyEjDy8vLuOmmm4zt27e7Nmi5LM7WNjIyMox27doZ4eHhhoeHhxEbG2sMGDDAOHz4sKvDlsugqHYBGJMmTXLUyczMNB566CEjJCTE8PX1NW699VYjISHBdUHLZXGutrFv3z6jRYsWRokSJQwvLy+jYsWKxpNPPmkkJye7NnA5L7oPoYiIiIiIiJvSNYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiIiIiIiJuSgmhiIiIiIiIm1JCKCIiIiIi4qaUEIqIiIiIiLgpJYQiInJNi4+Pp2vXri7bf69evXjllVfOq27Pnj0ZP378JY5IRETkHybDMAxXByEiIvJvmEymsy4fNmwYjz32GIZhEBwcfHmCOs3GjRu58cYb2bt3L/7+/uesv3nzZlq0aMHu3bsJCgq6DBGKiIi7U0IoIiJXrcOHDzueT58+naFDh7J9+3ZHmb+//3klYpfKvffei9VqZcKECee9TsOGDYmPj2fgwIGXMDIREZF8GjIqIiJXraioKMcjKCgIk8nkVObv719oyGirVq14+OGHGTx4MCEhIURGRvLRRx+Rnp5O3759CQgIoGLFivz4449O+9q8eTM333wz/v7+REZG0qtXL44fP15sbDabjW+++YbOnTs7lb///vtUqlQJb29vIiMj6d69u9Pyzp078+WXX/73N0dEROQ8KCEUERG3M2XKFMLCwvj99995+OGHefDBB7n99ttp2rQp69ato127dvTq1YuMjAwAkpKSuPHGG6lbty5r1qxh3rx5HDlyhB49ehS7j02bNpGcnEyDBg0cZWvWrOGRRx7hpZdeYvv27cybN48WLVo4rdeoUSN+//13srOzL83Bi4iInEYJoYiIuJ3atWvzwgsvUKlSJZ599lm8vb0JCwtjwIABVKpUiaFDh3LixAk2bdoEwLvvvkvdunV55ZVXqFq1KnXr1uWTTz5hyZIl/PXXX0XuY+/evVgsFiIiIhxl+/btw8/Pj06dOhEbG0vdunV55JFHnNaLiYkhJyfHaTisiIjIpaKEUERE3E6tWrUczy0WC6GhodSsWdNRFhkZCcDRo0eB/MlhlixZ4rgm0d/fn6pVqwKwa9euIveRmZmJl5eX08Q3bdu2JTY2lvLly9OrVy+mTp3q6IUs4OPjA1CoXERE5FJQQigiIm7Hw8PD6bXJZHIqK0ji7HY7AGlpaXTu3JkNGzY4PXbs2FFoyGeBsLAwMjIyyMnJcZQFBASwbt06vvjiC6Kjoxk6dCi1a9cmKSnJUScxMRGA8PDwi3KsIiIiZ6OEUERE5Bzq1avHn3/+SdmyZalYsaLTw8/Pr8h16tSpA8CWLVucyq1WK23atGHs2LFs2rSJPXv2sHjxYsfyzZs3U6pUKcLCwi7Z8YiIiBRQQigiInIOAwcOJDExkTvvvJPVq1eza9cu5s+fT9++fbHZbEWuEx4eTr169VixYoWj7IcffuDtt99mw4YN7N27l08//RS73U6VKlUcdZYvX067du0u+TGJiIiAEkIREZFziomJYeXKldhsNtq1a0fNmjUZPHgwwcHBmM3F/yu99957mTp1quN1cHAwM2fO5MYbb6RatWpMmDCBL774gurVqwOQlZXF7NmzGTBgwCU/JhEREdCN6UVERC6ZzMxMqlSpwvTp02nSpMk563/wwQfMmjWLn3766TJEJyIioh5CERGRS8bHx4dPP/30rDewP52HhwfvvPPOJY5KRETkH+ohFBERERERcVPqIRQREREREXFTSghFRERERETclBJCERERERERN6WEUERERERExE0pIRQREREREXFTSghFRERERETclBJCERERERERN6WEUERERERExE0pIRQREREREXFTSghFRERERETclBJCERERERERN6WEUERERERExE0pIRQREREREXFTSghFRERERETclBJCERERERERN6WEUERERERExE0pIRQREREREXFTSghFRERERETclBJCERERERERN6WEUERERERExE0pIRQREREREXFTSghFRERERETclBJCERERERERN6WEUERERERExE0pIRQREREREXFTSghFRERERETclBJCERERERERN6WEUERERERExE0pIRQREREREXFTSghFRERERETclBJCERERERERN6WEUERERERExE0pIRQREREREXFTSghFRC6ipUuXYjKZWLp0qatDOS+tWrWiRo0aLtn38OHDMZlMl2z78fHxlC1b9pJtX0RE5FqghFBErnomk+m8HueTpL3yyivMnj37ksc8efJkR1wrVqwotNwwDEqXLo3JZKJTp06XPB531qpVq2LbTNWqVV0d3mWxa9cu7r//fsqXL4+3tzeBgYE0a9aMt956i8zMTFeHd9WbNm0ab775pqvDEBEpktXVAYiI/FefffaZ0+tPP/2UBQsWFCqvVq3aObf1yiuv0L17d7p27XoxQyyWt7c306ZN44YbbnAq//nnnzlw4ABeXl6XJQ5XeOGFF3jmmWdcHQYApUqVYvTo0YXKg4KCXBDN5TVnzhxuv/12vLy86N27NzVq1CAnJ4cVK1bw5JNP8ueffzJx4kRXh3lVmzZtGps3b2bw4MGuDkVEpBAlhCJy1bvnnnucXv/6668sWLCgUPmVqEOHDnz99de8/fbbWK3/nJKnTZtG/fr1OX78uAuju7SsVqvTMbtSUFDQFdNeMjIy8PX1vSz72r17Nz179iQ2NpbFixcTHR3tWDZw4EB27tzJnDlzLkssIiLiGhoyKiJuIT09nccff5zSpUvj5eVFlSpVGDduHIZhOOqYTCbS09OZMmWKY8hgfHw8AHv37uWhhx6iSpUq+Pj4EBoayu23386ePXv+U1x33nknJ06cYMGCBY6ynJwcvvnmG+66664i17Hb7bz55ptUr14db29vIiMjuf/++zl58mShuj/++CMtW7YkICCAwMBAGjZsyLRp0wrV27JlC61bt8bX15eSJUsyduxYp+U5OTkMHTqU+vXrExQUhJ+fH82bN2fJkiVO9fbs2YPJZGLcuHFMnDiRChUq4OXlRcOGDVm9erVT3eKuIfz8889p1KgRvr6+hISE0KJFC3766SfH8m+//ZaOHTsSExODl5cXFSpUYOTIkdhstiLfr4ulIN6dO3cSHx9PcHAwQUFB9O3bl4yMjCKPo379+vj4+FCiRAl69uzJ/v37neoUXMO5du1aWrRoga+vL8899xwAJ06coFevXgQGBhIcHEyfPn3YuHEjJpOJyZMnAzBp0iRMJhPr168vtP9XXnkFi8XCwYMHiz2msWPHkpaWxscff+yUDBaoWLEijz76qON1Xl4eI0eOdPxey5Yty3PPPUd2drbTemXLlqVTp04sXbqUBg0a4OPjQ82aNR3DtmfOnEnNmjXx9vamfv36heKPj4/H39+fv//+m7i4OPz8/IiJieGll15y+puF8/vbhvy/70GDBjF79mxq1KiBl5cX1atXZ968eYWO++DBg/Tr14/IyEhHvU8++cSpTsH1wl999RWjRo2iVKlSeHt7c9NNN7Fz505HvVatWjFnzhz27t3rOK+cfm3rO++8Q/Xq1R3tvUGDBkX+jYqIXCpXxlezIiKXkGEY3HLLLSxZsoT+/ftTp04d5s+fz5NPPsnBgwd54403gPyhp/feey+NGjXivvvuA6BChQoArF69ml9++YWePXtSqlQp9uzZwwcffECrVq3YsmXLv+7RKVu2LE2aNOGLL77g5ptvBvKTuOTkZHr27Mnbb79daJ3777+fyZMn07dvXx555BF2797Nu+++y/r161m5ciUeHh5A/nWK/fr1o3r16jz77LMEBwezfv165s2b55Rsnjx5kvbt23PbbbfRo0cPvvnmG55++mlq1qzpiCklJYX//e9/3HnnnQwYMIDU1FQ+/vhj4uLi+P3336lTp45TjNOmTSM1NZX7778fk8nE2LFjue222/j7778d8RVlxIgRDB8+nKZNm/LSSy/h6enJb7/9xuLFi2nXrp3juPz9/RkyZAj+/v4sXryYoUOHkpKSwmuvvfavfg82m63I3lgfHx/8/Pycynr06EG5cuUYPXo069at43//+x8RERGMGTPGUWfUqFG8+OKL9OjRg3vvvZdjx47xzjvv0KJFC9avX09wcLCj7okTJ7j55pvp2bMn99xzD5GRkdjtdjp37szvv//Ogw8+SNWqVfn222/p06ePUyzdu3dn4MCBTJ06lbp16zotmzp1Kq1ataJkyZLFHvf3339P+fLladq06Xm9T/feey9Tpkyhe/fuPP744/z222+MHj2arVu3MmvWLKe6O3fu5K677uL+++/nnnvuYdy4cXTu3JkJEybw3HPP8dBDDwEwevRoevTowfbt2zGb//me2maz0b59e66//nrGjh3LvHnzGDZsGHl5ebz00kvA+f9tF1ixYgUzZ87koYceIiAggLfffptu3bqxb98+QkNDAThy5AjXX3+9I4EMDw/nxx9/pH///qSkpBQa9vnqq69iNpt54oknSE5OZuzYsdx999389ttvADz//PMkJydz4MABRzz+/v4AfPTRRzzyyCN0796dRx99lKysLDZt2sRvv/1W7BdCIiIXnSEico0ZOHCgcfrpbfbs2QZgvPzyy071unfvbphMJmPnzp2OMj8/P6NPnz6FtpmRkVGobNWqVQZgfPrpp46yJUuWGICxZMmSs8Y4adIkAzBWr15tvPvuu0ZAQIBjH7fffrvRunVrwzAMIzY21ujYsaNjveXLlxuAMXXqVKftzZs3z6k8KSnJCAgIMBo3bmxkZmY61bXb7Y7nLVu2LHQM2dnZRlRUlNGtWzdHWV5enpGdne20nZMnTxqRkZFGv379HGW7d+82ACM0NNRITEx0lH/77bcGYHz//feOsmHDhjn9nnbs2GGYzWbj1ltvNWw2W7ExF/W7uP/++w1fX18jKyvLUdanTx8jNja2UN0zFbwHRT3uv//+QvGefryGYRi33nqrERoa6ni9Z88ew2KxGKNGjXKq98cffxhWq9WpvGDfEyZMcKo7Y8YMAzDefPNNR5nNZjNuvPFGAzAmTZrkKL/zzjuNmJgYp/ds3bp1heqdKTk52QCMLl26nPX9KbBhwwYDMO69916n8ieeeMIAjMWLFzvKYmNjDcD45ZdfHGXz5883AMPHx8fYu3evo/zDDz8s9DfTp08fAzAefvhhR5ndbjc6duxoeHp6GseOHTMM48L+tgHD09PTqWzjxo0GYLzzzjuOsv79+xvR0dHG8ePHnbbZs2dPIygoyNH+Cv7Wq1Wr5vS38dZbbxmA8ccffzjKOnbsWGRb7NKli1G9evVC5SIil5OGjIrINW/u3LlYLBYeeeQRp/LHH38cwzD48ccfz7kNHx8fx/Pc3FxOnDhBxYoVCQ4OZt26df8pvh49epCZmckPP/xAamoqP/zwQ7G9A19//TVBQUG0bduW48ePOx7169fH39/fMYRzwYIFpKam8swzz+Dt7e20jTOHafr7+ztdP+fp6UmjRo34+++/HWUWiwVPT08gf8hqYmIieXl5NGjQoMjjv+OOOwgJCXG8bt68OYDTNs80e/Zs7HY7Q4cOdeopOjPm038XqampHD9+nObNm5ORkcG2bduK3f7ZlC1blgULFhR6FDUJyAMPPOD0unnz5pw4cYKUlBQgfzik3W6nR48eTr+jqKgoKlWqVGiYrZeXF3379nUqmzdvHh4eHgwYMMBRZjabGThwYKF4evfuzaFDh5y2O3XqVHx8fOjWrVuxx1wQb0BAQLF1Tjd37lwAhgwZ4lT++OOPAxS61vC6666jSZMmjteNGzcG4MYbb6RMmTKFyotqG4MGDXI8L+ixy8nJYeHChY6YLuRvu02bNo5ef4BatWoRGBjo2LdhGMyYMYPOnTtjGIbT7y8uLo7k5ORC7b1v376Ovw04v7ZeIDg4mAMHDhQaTi0icjlpyOg1YtmyZbz22musXbuWhIQEZs2adcGzJBqGwfjx45k4cSJ79+4lLCyMhx56iOeff/7SBC1ymezdu5eYmJhCH3wLZh3du3fvObeRmZnJ6NGjmTRpEgcPHnS6Pik5Ofk/xRceHk6bNm2YNm0aGRkZ2Gw2unfvXmTdHTt2kJycTERERJHLjx49CuTfRgA4r3sMlipVqlCSGBISwqZNm5zKpkyZwvjx49m2bRu5ubmO8nLlyhXa5ukf+Au2BxR5nWOBXbt2YTabue66684a759//skLL7zA4sWLHUlNgX/7u/Dz86NNmzbnVfdsxxYYGMiOHTswDINKlSoVuf6ZQ2ZLlizplFBAfpuMjo4uNBS5YsWKhbbXtm1boqOjmTp1KjfddBN2u50vvviCLl26nDXZCwwMBPKT6vOxd+9ezGZzoRiioqIIDg4u9Hd05vtUMGNr6dKliyw/s22YzWbKly/vVFa5cmUAx7W7F/q3fWZMkP/7K9j3sWPHSEpKYuLEicXOrFrwN1bcNs+nrRd4+umnWbhwIY0aNaJixYq0a9eOu+66i2bNmp1zXRGRi0UJ4TUiPT2d2rVr069fP2677bZ/tY1HH32Un376iXHjxlGzZk0SExNJTEy8yJGKXJ0efvhhJk2axODBg2nSpMn/2bvv+CiqtYHjv9nNZrNJdtMrCUnoTaqCoDTpIIpcBGwUBa+KFbFgAWxYUeyIXgEVFBvoi4oUQRBRUUBEpIQWJI0E0pOt8/4x2U2WJBAgIUCer5/jzJxpZ4bJJs+eM+cQFBSEoiiMHj0al8t1xse//vrrmThxIunp6QwaNMjrHbPyXC4XkZGRLFy4sNL1ERERp3xuvV5faX75oPejjz5i3LhxDBs2jAceeIDIyEj0ej3PPvusJ/g81WOejpycHHr27InFYuHJJ5+kcePG+Pn5sXnzZh566KEa+bc4mZNdm8vlQlEUvvvuu0q3db8/5la+xvN0y3P99dfz7rvv8tZbb7FhwwZSU1NP2muqxWIhNjaW7du3n9L5KusIqKpynUr+mT4b1VGdfzvQei4+/n1Nt7Zt257SMU+kZcuW7Nq1i2XLlrF8+XK++OIL3nrrLaZNm8YTTzxx0v2FEKImSEB4gRg0aJCn84fKWK1WHn30UT7++GNycnJo06YNzz//PL169QLgn3/+4e2332b79u00b94cqPxbfyHORwkJCaxatYr8/HyvmgR388KEhARPXlV/7H7++eeMHTuWWbNmefJKSkrIycmpkTJec801/Pe//+WXX35h8eLFVW7XuHFjVq1axWWXXXbCQMLdLG779u2V1iqdqs8//5xGjRrx5Zdfet2j6dOnn/Gx3Ro3bozL5WLHjh0VOqlxW7t2LdnZ2Xz55Zf06NHDk79///4aK8eZaty4MaqqkpSU5KnROlUJCQmsWbOmwhAU5XuvLG/MmDHMmjWL//u//+O7774jIiKCAQMGnPQ8V155JXPnzmXjxo1ezTurKpPL5WLPnj1eY3pmZGSQk5Pj9XNUE1wuF/v27fO6h7t37wbw9NJ5Kj/b1REREYHZbMbpdFa7xrg6ThREBwQEMGrUKEaNGoXNZmP48OE888wzTJ06tUJzbyGEqA3yDmE9ceedd7Jx40Y++eQTtm3bxrXXXsvAgQPZs2cPUNbT3LJly0hKSiIxMZEJEyZIDaG4IAwePBin08kbb7zhlf/KK6+gKIrXlykBAQGVBnl6vb7CN/6vv/56jQ11EBgYyNtvv82MGTMYOnRolduNHDkSp9PJU089VWGdw+HwlL1///6YzWaeffZZSkpKvLY7nZoYdy1I+X1//fVXNm7ceMrHqsqwYcPQ6XQ8+eSTFWr63OetrBw2m4233nqrxspxpoYPH45er+eJJ56ocK9VVSU7O/ukxxgwYAB2u513333Xk+dyuXjzzTcr3b5t27a0bduW9957jy+++ILRo0dXa4zHBx98kICAACZMmEBGRkaF9Xv37uXVV18FtJ8jgNmzZ3tt8/LLLwMwZMiQk57vVJX/mVVVlTfeeAODwUCfPn08Zaruz3Z16PV6/vOf//DFF19UWnN65MiR07gK7XOlsubMxz8Lvr6+tGrVClVVvZplCyFEbZIawnogJSWFefPmkZKSQmxsLABTpkxh+fLlzJs3j5kzZ7Jv3z4OHjzIZ599xgcffIDT6eS+++5jxIgR/PDDD3V8BUKcmaFDh9K7d28effRRDhw4QLt27VixYgVfffUV9957r1cnE506dWLVqlW8/PLLxMbGkpSURJcuXbjyyiv58MMPCQoKolWrVmzcuJFVq1Z5uqqvCVU1USuvZ8+e/Pe//+XZZ59l69at9O/fH4PBwJ49e/jss8949dVXGTFiBBaLhVdeeYUJEyZwySWXcP311xMSEsKff/5JUVERCxYsOKWyXXnllXz55Zdcc801DBkyhP379zNnzhxatWpFQUHB6V6ylyZNmvDoo4/y1FNP0b17d4YPH47RaGTTpk3Exsby7LPP0q1bN0JCQhg7dix33303iqLw4YcfnnFzw9zcXD766KNK153qgPWNGzfm6aefZurUqRw4cIBhw4ZhNpvZv38/S5Ys4dZbb2XKlCknPMawYcPo3Lkz999/P8nJybRo0YKvv/7a8yVdZTVOY8aM8Ry3umVu3LgxixYtYtSoUbRs2ZIxY8bQpk0bbDYbP//8M5999plnLM527doxduxY5s6d62m6+9tvv7FgwQKGDRtG7969T+EunZyfnx/Lly9n7NixdOnShe+++45vvvmGRx55xNM0+lR+tqvrueeeY82aNXTp0oWJEyfSqlUrjh49yubNm1m1atVpfVHaqVMnFi9ezOTJk7nkkksIDAxk6NCh9O/fn+joaC677DKioqL4559/eOONNxgyZEi1O/sRQogzdvY6NBVnC6AuWbLEs7xs2TIVUAMCArySj4+POnLkSFVVVXXixIkqoO7atcuz3x9//KEC6s6dO8/2JQhxRo4fdkJVVTU/P1+977771NjYWNVgMKhNmzZVX3zxRa/hDFRVVXfu3Kn26NFDNZlMKuAZguLYsWPq+PHj1fDwcDUwMFAdMGCAunPnTjUhIcFrmIrTGXbiRI4fdsJt7ty5aqdOnVSTyaSazWb1oosuUh988EE1NTXVa7uvv/5a7datm2oymVSLxaJ27txZ/fjjjz3re/bsWWm398cP2eByudSZM2eqCQkJqtFoVDt06KAuW7aswnbuYSdefPHFCscE1OnTp3uWjx92wu39999XO3TooBqNRjUkJETt2bOnunLlSs/6DRs2qJdeeqlqMpnU2NhY9cEHH/QMaXD80AVnOuxE+fK5y+se8sDN/W+5f/9+r/wvvvhCvfzyyz2fuS1atFAnTZrk9Tlb1f1XVVU9cuSIev3116tms1kNCgpSx40bp27YsEEF1E8++aTC9mlpaaper1ebNWt20ms+3u7du9WJEyeqiYmJqq+vr2o2m9XLLrtMff31172G8rDb7eoTTzyhJiUlqQaDQY2Pj1enTp3qtY2qVv3cAuqkSZO88ip7ZsaOHasGBASoe/fuVfv376/6+/urUVFR6vTp0ysMSVLdn+3Kzu0u6/FDzWRkZKiTJk1S4+PjVYPBoEZHR6t9+vRR586d69nG/bP+2WefVXo95Yf8KCgoUK+//no1ODhYBTzP5TvvvKP26NFDDQsLU41Go9q4cWP1gQceUHNzcyuUUwghaouiqmfhLW5xVimK4tXL6OLFi7nhhhv4+++/K7z8HhgYSHR0NNOnT2fmzJleTVSKi4vx9/dnxYoV9OvX72xeghBCiEosXbqUa665hp9++qlCT5RZWVnExMQwbdo0Hn/88ToqYc0YN24cn3/+eY3VPgshhKiaNBmtBzp06IDT6SQzM9MzPtLxLrvsMhwOB3v37vU0sXG/vF/THQUIIYQ4ueLiYq+Og5xOJ6+//joWi4WOHTtW2H7+/Pk4nU5uuumms1lMIYQQ5zkJCC8QBQUFXr3P7d+/n61btxIaGkqzZs244YYbPL3QdejQgSNHjrB69Wratm3LkCFD6Nu3Lx07duTmm29m9uzZuFwuJk2aRL9+/U67lzwhhBCn76677qK4uJiuXbtitVr58ssv+fnnn5k5c6ZXoPjDDz+wY8cOnnnmGYYNG+bpgVMIIYSoDmkyeoFYu3ZtpS/0jx07lvnz52O323n66af54IMPOHz4MOHh4Vx66aU88cQTXHTRRQCkpqZy1113sWLFCgICAhg0aBCzZs0iNDT0bF+OEELUe4sWLWLWrFkkJydTUlJCkyZNuP3227nzzju9tuvVqxc///wzl112GR999BENGjSooxLXHGkyKoQQZ48EhEIIIYQQQghRT8k4hEIIIYQQQghRT0lAWEPWrVvH0KFDiY2NRVEUli5detJ91q5dS8eOHTEajTRp0oT58+fXejmFEEIIIYQQwk06lakhhYWFtGvXjptvvpnhw4efdPv9+/czZMgQbrvtNhYuXMjq1auZMGECMTExDBgwoNrndblcpKamYjabKx2oWAghhBBCiPONqqrk5+cTGxuLTid1WLVJ3iGsBcePA1iZhx56iG+++Ybt27d78kaPHk1OTg7Lly+v9rn+/fdf4uPjz6S4QgghhBBCnJMOHTpEXFxcXRfjgiY1hHVk48aN9O3b1ytvwIAB3HvvvSfcz2q1YrVaPcvueH737t3SG6jwsNvtrFmzht69e2MwGOq6OOIcIs+GqIo8G6Iq8myIqtTms5Gfn09SUhJms7lGjysqkoCwjqSnpxMVFeWVFxUVRV5eXoXBiMt79tlneeKJJyrk//777/j7+9dKWcX5yd/fn19//bWuiyHOQfJsiKrIsyGqIs+GqEptPRtFRUUA8krUWSAB4Xlm6tSpTJ482bOcl5dHfHw8vXv3JiwsrA5LduFSVZWMfCsHs4s4WmjjaJGdY4U27M6y1tZGHx1B/gZCTAaig/xICDURGuBbZx9idrudlStX0q9fP/k2V3iRZ0NURZ4NURV5NkRVavPZyMvLq9HjiapJQFhHoqOjycjI8MrLyMjAYrFUWTsIYDQaMRqNFfINBoN8SNcgVVVZu/sIy/9KZ/2eI6TmlpzyMQKNPjSODKRltJkW0WZaxlhoEW0hyP/s/TvJcyGqIs+GqIo8G6Iq8myIqtTGsyHP2tkjAWEd6dq1K99++61X3sqVK+natWsdlUi4/XHwKI8v/ZsdaWXfTOl1Cg1D/QkP9CU0QEtGH71nfbHNybEiGzlFdg7nFJOaW0yB1cGfh3L481CO1/Fjg/xoEWOhZYyZFtHaNDEsAB+99KAlhBBCCCHOLgkIa0hBQQHJycme5f3797N161ZCQ0Np2LAhU6dO5fDhw3zwwQcA3Hbbbbzxxhs8+OCD3Hzzzfzwww98+umnfPPNN3V1CfWeqqrMXbeP55fvxKVCgK+eEZ3iuKJlFJ0TQzH56k9+kFJWh5OU7CJ2ZxTwT1oeO9Pz+CctvzRYLCE1t4QfdmZ6tvf10dEsKpCW0RYtWIw20yLGQmiAb21cqhBCCCGEEIAEhDXm999/p3fv3p5l93t+Y8eOZf78+aSlpZGSkuJZn5SUxDfffMN9993Hq6++SlxcHO+9994pjUEoao7TpfLA53/y5ebDAFzdPpbpQ1ufdkBm9NHTNMpM0ygzQ9rGePJzi+3szsjnnzQtQNyZnseu9HyKbE62H85j+2Hv9vKRZqPW1DTGXBosarWJfobqB6dCCCGEEEJURQLCGtKrVy9ONKTj/PnzK91ny5YttVgqUR1Ol8rkT7fy1dZU9DqFGUNbceOlCbXSIUyQycAliaFcklg2RIjLpXLoWBH/pOV7ahN3pudzMLuIzHwrmflH+HH3Ec/2igINgk0khQfQKDxAm0YEkhQeQGywCb1OeuMSQgghhBDVIwGhqPdeWL6Tr7am4qNTeOP6DgxsE3PynWqQTqeQEBZAQlgAA9tEe/ILrA5PbeLO0trEnen55Jc4+PdYMf8eK2b9niyvY/n66EgM8ych1B9Xro7CPw7TNNpCw1B/IgKN6CRYFEIIIYQQ5UhAKOq1T38/xDvr9gEwa2S7sx4Mnkig0YeODUPo2DDEk6eqKtmFNvZnFbL/SCH7sgrZd6SA/VmFHMwuwuZwsTujgN0ZBYCO1Uv/9uxr9NERH+pPw1B/4kNMnvmGYf7Eh/gTYJSPAyGEEEKI+kb+AhT11i/7snl0yV8A3H1FE65u36COS3RyiqIQHmgkPNDo1ewUtKavqTnF7MsqJDkjj7V/7EANjOBAdhFpuSVYHS6SMwtIziyo9NhhAb5lAWOoifgQfxqEmIgJMhEb7Ie/r3xcCCGEEEJcaOQvPFEvHcwu5LaP/sDuVBlyUQz39m1W10U6Y3qdQnyoP/Gh/nRLCib86HYGD+6EwWDA7nSRllNCytEiUo4WcehY6bR0OafITnahjexCG1uPGybDLcTfUBocagGiNjURG6TNR5qNMnSGEEIIIcR5RgJCUe/kl9i5ZcHv5BTZaRsXxEvXtrvg360z6HU0DNOah1Ymr8TOodIA8dDRYk/gmJZbTGpOCQVWB8eK7BwrsnuNz1ieXqcQZTYSG2wiKsiPKLMfkRYjURajZz7S4ofZ6FMrHfYIIYQQQohTJwGhqFecLpW7P95CcmYBURYj7465+JTGF7xQWfwMtI4NonVsUKXr80rspOYUk5ZTwuGcYk+g6J5PyynB4VI9YyyeiMmg1wJFd5Bo9tOCRosfkWYtaIwINGIxSeAohBBCCFHbJCAU9cpz3/3Dml1H8DPoeHfMxURZ/Oq6SOcFi58BS7SBFtGWSte7XCpZBVYO52iBYkZeCRn5JRzJs5KRX0JGnpXMvBLyShwU250czC7iYHbRCc/po1MIC/QlLMBIWKAv4YFGwgJ8CfNMy+bDA40S2AshhBBCnAYJCEW98envh3h3/X4AXrq2HW3jguu2QBcQnU4h0uJHpMWPDg2r3q7Y5iTTHSCWCxQz861aEFk6n1/iwOFSycizkpFnrVYZ/H31hAX6EhpgJMTfQLDJQLC/LyH+vgT7Gwj2N3jm3dNAab4qhBBCiHqu3gaELpeLH3/8kfXr13Pw4EGKioqIiIigQ4cO9O3bl/j4+LouoqhBmw4cLetRtE9TrmwbW8clqp9MvnrPmIsnYnU4OVpoI7vARlaBlewCG9mF1tLlsvnsAitZhTZsDhdFNidFR4s5dLS42uXx0SmlwaIvIf4GgkzaNNjfgNnPgMXPR5uays9rU7PR54J/91QIIYQQF756FxAWFxcza9Ys3n77bY4ePUr79u2JjY3FZDKRnJzM0qVLmThxIv3792fatGlceumldV1kcYYOHS3itg+1HkUHXxTNvX2a1nWRxEkYffTEBGlDXpyMqqoUWB1eQWNOsZ2cIhvHiuzkFLnnbaXzdo4V2bA6XDhcKlmlQeapUhRtrEiLnwGznza1mMotm7Sp2c9AgNGHQKOeAF8fAozupCfQ6IPJoJdaSiGEEELUmXoXEDZr1oyuXbvy7rvv0q9fPwwGQ4VtDh48yKJFixg9ejSPPvooEydOrIOSippQaHUw8YPfyS600TrWUi96FK1vFEXRauz8DCSGn7jmsbwSu5NjRTaOFdrJKbZ5AsWcIjt5xXbySuzkFTu0aYmD/HLLNocLVYX8Egf5JY4zKr9OgQBfH/yN+tLA0adc4Hh8nhZE+ht9CPDVY/LVYzJUMjXoZQgQIYQQQlRLvQsIV6xYQcuWLU+4TUJCAlOnTmXKlCmkpKScpZKJmuZyqdy7eCs70/OJMBt5b+zFMri68PAzVL8W8ngldif5JVpwmF/iIK/Y7lmubL7Q5qDQ6qTQ6qDA6qDQ6qDQ5gTApUK+1UG+1QFU733J6jDoFa8g0c+gx99Xj5+PjrxjOlbkbyPAT6uh9Cvdxr/ctiZfPX4+eowGHUYfPUYfnfe8jw6jQZv30SlSyymEEEKcp+rdX8cnCwbLMxgMNG7cuBZLI2rTSyt2sXJHBr4+Oube1Om0/vAXojJ+pUFThNl42sdwuVSK7eWDRGdp4Fhu2eool1e6XJpXZHNSbHNSbHdSYndqy3Ynqqod3+5UsTsd5FVag6lj+7H00y57haMpWjNfLWA8QQDpo8fPnVe6ra+PDoNeS756HQa9gq+PvnRats6gV7T1Pu7tdPj6KOXWa/naPgp6CVKFEEKIaql3ASHAtm3bTrqNj48P0dHRhIaGnoUSiZr2xR//8tbavQC88J+2dGgYUsclEsKbTqd43ieMrKFjqqqK1eHyChCLbd4BY0GxjU2bt9K4RStsTq22s7jctsV2LRXZnNgcLqwOF1aHE6u93LzDhc3h8pzXpeLZ71yhKHgFmYbSYNFXr8NHr+Cjc0/L5vU6bTttqqDX6TDotHwfvVYT6rXuuH183Kl028r2Of6c7vU6RZt6zSsKOh3l5stNy69XJAAWQghx+uplQNi+fXsURUF1f5VeBUVRaNeuHR988AFt2rQ5S6UTZ+rn5Cwe+kIL+u/o1ZhhHRrUcYmEODsURfHUXgb7V76N3W7H5/AWBndNqPQd6upyuVRsTldpoOj0BIslxwWO3utdWO3l5ksDTbvTnbRj2h3asjZfmld+G4erLM9Rtl95qoq2ncNVxRVceBQFr8BRCy7xDiTd+bqK2ypAQb6e/x36BR+drkKgCqBTSo+pKCiK9sxVXNbyFNz5pctK5cuefSkrr9dy6fYo3stK6X7ly+RVxtJr8iqTe7/SfKB0Hs853fcSym9buoy7bGV5eOW5j3DcMT37ex+z/PmU0g2Oz1OUsuOXle34PO9jlv9u4Pi8yrYpu5LKnyu73UF6ESRnFlT6uVH9YynV2KayY1XMrM73H5Ueq5LM43POpAyVFks5fvH0j1XVFz9V3Y6q7lNlZTjRgao6jsPuoMShvVNvcJbf/szLWWQ7s3f0RfXVy4Bw//79J93G5XKRkZHBiy++yO2338769evPQsnEmdqTkc9/P/oDh0vlyrYxTOnfvK6LJMQFSadT8NNpwSecfmBZU1RVLW0mWy6YdKrYS4NHm6MsoHRv43SpOFwqDqeKw+XC4VRxulTsrtJ17nzPvIrDa7/j1nm2rfzYnm1Kz+NedjpVnKqK0wUuVVvncrnz1LK8E3+HiaqCQ1U56YYnpHCoMO8M9hfnEz8fhRA/HdXra83IB/t+re0inadULSkuwAWKqk3d84oTcKEoFbdRcJXL0/KVcvPacZzavp5zqGXnLV32rIdy26ilx9C2VXAfr1y+Zz/3sSi3vnR7pdw1lqayR0Y7zjuLvy13vJPdK1BRybEVUOIqfXde8V4PKs5i+0mOJWpKvQwIExISqrVdUlISzz//PO3atavlEomakJlfwrh5m8gvcXBJYoj0KCpEPaIoCr4+2nuHFypV1YLC8kGiUy0NHj3zVJJXvf1sdju//LaJjp06oej0XkGpFmdWMkWbulStfO78ypZdpa1y3OVx769dl3ufisva+UqXKTu2y+VdhirLeFyZ3Pto9xRPGdzLoJ1HdZcH1WtbKslTPdfi3l9bUKs8Ztk5y46jeu3vPibu8x53Hq8yqN7rjz9m+Tz3AQc19uPyhv746KusK/J+/qi8dudMvn6o+kzHTZXyy1XNuwOcyo5RyXwlAcgJj19h+6qWRXWoqDhcDtZlr2PZkWWoldxHRXfuvIZwoat3AWFKSgoNGzas9vYmk4mff/65FkskakKRzcEt83/ncE4xSeEBzL3p4tKaCyGEuDAoioJewdN8s6bZ7Xby96j0aRF5Rs2JxbkvLS2NnJwcIiMj8ffX2pe7VFdpAKlWmLpUF0VFRfj5+1XctpLtvf47bhsXLk+e17Eu0MBKKf0PyjdTLmtD7Fl/gvny+1SWV2F9ZeXwtMk8bq/yTZ+PP5rXoRQqZKGFw7YSK75+xmo0Ey23XlWxltiI9I+iT3w/8owFFe5TUUER1zOy0mOKmlXvAsJLLrmEYcOGMWHCBC655JJKt8nNzeXTTz/l1Vdf5dZbb+Xuu+8+y6UUp8LpUrn74y38dTiX0ABf5o27hJAA37oulhBCCHFaVFXF5rJR4iihxFGC1WmlxFluvnRa7CjG6rR68kqcJVgdZdu6l8tvq7pUJkZPJDoqmkwyUYtUTtanAgA+kGc7zebEynHTCquVCoGM9p5jWYDgXq50Wgvryp/XqwzHB2x4B3qVzV/IXC4XeeRhsVjQ6U69hUaAwR9Tph+9GjdDr/f+Ij8vT5qvny31LiDcsWMHzzzzDP369cPPz49OnToRGxuLn58fx44dY8eOHfz999907NiRF154gcGDB9d1kcUJqKrKk//3N6v+ycTXR8e7Yy4+pcHJhRBCiNPhdDkpdhRT5Cii2FFcluzFleeXpiJ75fnu5A72aqvGLMo3ChRQDVrN3/GOD4x0ig4FBZfLhY/eR1s+bp2iVNy+suUTrassT1z43DXUdru9QkAozp56FxCGhYXx8ssv88wzz/DNN9/w008/cfDgQYqLiwkPD+eGG25gwIAB0qvoeeJ/P+1nwcaDAMwe1Z5OCSF1XCIhhBDnElVVKXYUU2gv1JKjkCJ7EUX2Iu9ldwBnrzqYKx/02Vy2s1J+vaLHz8cPo96In94Po4829eT5+Gn55edLt/HklW5r8jFhdBnxy/Mj3hKPyc/kCfBOFIi5XC7y8k6/FkiIqkjgf26odwGhm8lkYsSIEYwYMaKuiyJO03d/pfHMt/8A8MjgFgy+KKaOSySEEOJMuQO4IkeRJ4hzB2yeoK40r9Be6MkvshdR6Ki4rsheVKvvp+kUHSYfU4Xk7+OvzRsqrvNaf1xyB3DuwM6gq9n3OUtKSthfuF8LEn2MNXpsIcT5qd4GhOL89vuBo9y7eCuqCjde2pCJ3RvV3slUFWyFoDrBNxB00qRBCCEqY3VaybflU2gvpMBWQL49n0JbIfn2fApsBRTYC8qm5edLt3UHfpU1ZTxTOkVHgE8A/gZ//A3+BPgEEGDQlgMMARUDNkPFgK1CEGcw4avzlVqOC5iiKCxZsoRhw4bVdVGEqDUSEIrzzu6MfG6evwmrw8UVLSKZMbR1zf8yPrQJtn0C/26C7L1gKyhb5xsI/qEQnAAhCRDWFGLaack/tGbLIYQQZ4FLdZFvyyfHlUNyTjIlaoknsMu35XsFb5Xluad2V82NG6ageAI3d9BWPoDz9/EvWy4N7qpcbwjAT+8ngdt57GT/dtOnT2fGjBmVrjtw4ABJSUls2bKF9u3b12i5xo0bx4IFCyrkDxgwgOXLl9fouYSoLRIQivNKak4xY9//jbwSBx0aBvPm9R3x0dfg+wxH98Oy+2Dfmqq3sRVoKScFDqz3XhfWFBr1Kk09wWiuubIJIcQJ2Jw28mx5WrJq03xbftnUmke+Pb/CujxbHgW2grJmld+eeVkCDAEEGgIx+5oJNAQS4BuA2WAm0DeQQENp8i2bmg1mAny1fdzBnMnHJAGc8EhLS/PML168mGnTprFr1y5PXmBgYF0UC4CBAwcyb948rzyjsXab49psNnx9pUd1UTMkIBTnjZwiG2Pe/4203BKaRAby/thLMPnWYPPNLQvh2ylgLwKdAS4aAS2GQHgzCIoDnQ9Y86EkFwqPwLGDkHMQMndA6hY4dgCy92hp07ugN0LTftD6Gmg2QIJDIcQJqapKgb2gQhDnCfIqCfDK51md1jMugx49ZqPZE8hVFcC5g70AQ0DZtqXrAgwB6BTpeETUrOjoaM98UFAQiqJ48lwuF08//TRz587lyJEjtGzZkueee46BAwcCkJSUBECHDh0A6NmzJ2vXrmXTpk088sgjbNmyBbvdTvv27XnllVfo2LHjKZXNaDR6le94iqLw7rvv8s033/D999/ToEEDZs2axVVXXeXZZvv27TzwwAOsX7+egIAA+vfvzyuvvEJ4eDgAvXr1ok2bNvj4+PDRRx9x0UUXsWbNGr7++mvuv/9+Dh06RNeuXRk3bhzjxo3j2LFjGAwGYmJieP/99736zFi6dCk33HAD6enpmM3yt4mo5wFhYWEhAQEyRMH5oNjm5Ob5m0jOLCDa4seCmzvX3FiDqgprnoF1L2rLid3hqtcgtJL3En2MEBAOYY2h4aXe64qOwsGfYd9a2Lsaju6Dncu05ONXGhwO14JDX3nuhLhQqapKob2QHGsOubZccq1lKceaQ641lzxbnmfenfJseThV5xmdW0Eh0DcQi6/Fk8y+ZixGC2ZD6dTXXGGdxdeCESOrv1/NkCFDZGD6ekZVVYrtVT97LpeLYpsTH5ujRnsZNRn0NVIL/OqrrzJr1izeeecdOnTowPvvv89VV13F33//TdOmTfntt9/o3Lkzq1atonXr1p6atfz8fMaOHcvrr7+OqqrMmjWLwYMHs2fPnhoPlJ544gleeOEFXnzxRV5//XVuuOEGDh48SGhoKDk5OVxxxRVMmDCBV155heLiYh566CFGjhzJDz/84DnGggULuP3229mwYQMA+/fvZ8SIEdxzzz1MmDCBLVu2MGXKFM/2AQEBjB49mnnz5nkFhO5lCQaFW70OCKOiohg5ciQ333wzl19+eV0XR1TB4XRx56LNbE7JweLnwwe3dKZBsKnmTrDuxbJgsMeD0GsqnM4vPP9QaHmlllQVMv6Gv5do6ehe+Of/tORj0oLCNsOhST/w9a+5axFC1Bh3b5eewM2mBXR51rJgzr3sXpdrzSXPmodDdZz2eX11vpUHbqXTIGOQ13L5wC7QEHjatXN2u12aaNZTxXYnraZ9f9bPu+PJAfj7nvmfoi+99BIPPfQQo0ePBuD5559nzZo1zJ49mzfffJOIiAhAG3qsfE3eFVdc4XWcuXPnEhwczI8//siVV15Z7fMvW7asQpPVRx55hEceecSzPG7cOK677joAZs6cyWuvvcZvv/3GwIEDeeONN+jQoQMzZ870bP/+++8THx/P7t27adasGQBNmzblhRde8Gzz8MMP07x5c158Ufsbpnnz5mzfvp1nnnnGs82ECRPo1q0baWlpxMTEkJmZybfffsuqVauqfX3iwlevA8KPPvqI+fPnc8UVV5CYmMjNN9/MmDFjiI2NreuiiVKqqvLIkr9YvTMTo4+O/427hGZRNfiN1u/ztNpBgEEvQJf/1sxxFQWi22jpiscg/a/S4PBLrWnpjqVaMgRA84FazWGTvmDwq5nzCyEqKHYUk1OSw1HrUXJKcjhmPcaxEi3lWHPIseZwtERb567ZO5NOUvz0fliMFoKNwQQZgwjyDdKmxqBK89zJqJehAISorry8PFJTU7nsssu88i+77DL+/PPPE+6bkZHBY489xtq1a8nMzMTpdFJUVERKSsoplaF37968/fbbXnmhod6dzLVt29YzHxAQgMViITMzE4A///yTNWvWVPoe5N69ez0BYadOnbzW7dq1i0suucQrr3PnzhWWW7duzYIFC3j44Yf56KOPSEhIoEePHqd0jeLCVq8DwmHDhjFs2DCOHDnChx9+yPz583n88ccZMGAAN998M1dddRU+PvX6FtUpVVV5bvlOPv39X3QKvH5dBy5JrMFePP/5P/hmsjbf44GaCwaPpygQ01ZLfaZB2taymsOcFNj+hZZ8zVqz0hZDoGl/8LPUTnmEuAA4XA4tiCsX2OVYc7QAr5LlnJIcSpwlp3UuX50vwcZgLEaLdzBXLqCrLM/PR77gEecHk0HPjicHVLne5XKRn5eP2WKu8SajdWns2LFkZ2fz6quvkpCQgNFopGvXrthstlM6TkBAAE2aNDnhNsc3w1YUBZdLG16loKCAoUOH8vzzz1fYLyambIzl033NacKECbz55ps8/PDDzJs3j/Hjx0trAOFFoh0gIiKCyZMnM3nyZF5//XUeeOABvv32W8LDw7ntttt4+OGH8feXZn1n2xs/JPPOj/sAmHnNRfRvXfUL26fswAb4/BZQXdBxDPR+tOaOfSKKArEdtNT3CTi8Was1/Hsp5P1bOv+l1qlNo55acNh8MJhr8NqFOAfZXXaOlRzjaMlRjhYfJbskm6Ml2rSyoC/Plnda5zHoDIT4hRBiDPFMg/2CveeNIV4BngxXIC50iqKcsOmmy+XC4avH39enRgPCmmCxWIiNjWXDhg307NnTk79hwwZPbZn7nUGn0/s9yQ0bNvDWW28xePBgAA4dOkRWVtZZKnmZjh078sUXX5CYmHhKFRHNmzfn22+9uwXetGlThe1uvPFGHnzwQV577TV27NjB2LFjz7jM4sIiASFak4EFCxYwf/58Dh48yIgRI7jlllv4999/ef755/nll19YsWJFXRezXvnfT/uZtXI3AI8Nacnozg1r7uAZf8PH14HTCs2HwJBXtEDtbFMUiOukpX5PQerm0k5ovoGs3ZC8SkvL7oO4S7TgsMWVEN707JdViFPk7jHzaMlRsou14M4d4JUP+Nwp15p7yudQUAgyBpUFc8bSwM6v3LyxbDnUL1SGMhDiAvTAAw8wffp0GjduTPv27Zk3bx5bt25l4cKFAERGRmIymVi+fDlxcXH4+fkRFBRE06ZN+fDDD7n44ovJy8vjgQcewGQ69T4KrFYr6enpXnk+Pj6eHkJPZtKkSbz77rtcd911PPjgg4SGhpKcnMwnn3zCe++9h15feU3qf//7X15++WUeeughbrnlFrZu3cr8+fMB73EbQ0JCGD58OA888AD9+/cnLi7ulK9RXNjqdUD45ZdfMm/ePL7//ntatWrFHXfcwY033khwcLBnm27dutGyZcu6K2Q9tHhTCk8t2wHAvX2bMqF7Jb19nq5jB+HD4WDNhYZdYcT/QH8O/BjodBB3sZb6zoAju2HXN1pw+O+msrRqhtb7adMB0Kw/JFym9XwqxFlgd9q9gjh3cOeZPy74O9X37/SKnhC/EEL9QiukymrzLL4W9Lq6bXImhKh7d999N7m5udx///1kZmbSqlUrvv76a5o21b5A9fHx4bXXXuPJJ59k2rRpdO/enbVr1/K///2PW2+9lY4dOxIfH8/MmTO9eumsruXLl3s17QSt9m7nzp3V2t9dw/nQQw/Rv39/rFYrCQkJDBw48IQ1sklJSXz++efcf//9vPrqq3Tt2pVHH32U22+/vcI4iLfccguLFi3i5ptvPuXrExc+RVVVta4LUVeCgoIYPXo0EyZMqPBSrltxcTEvvPAC06dPP8ulq568vDyCgoLIysoiLCysrotzxr7+M5V7PtmCqsKtPRoxdVCLmvs2vzAb3u8P2ckQ2QrGfwumkJo5dm3KS4Pd32nB4b4fofwf2YYAaNRLCw6b9IOgBoDWW+C3337L4MGDpft44eX4Z8Olusi15pJVnFVpyi7O5kjxEbKKs06rmWaAIYBQv1DC/MK04M5UFuSFmcLK8v1CCTIGyfh1dUg+N+qHkpIS9u/fT1JSEn5+1XvP1eVykZeXh8ViOeeajApvzzzzDHPmzOHQoUNe+R9++CH33XcfqampNTqg/Zk+Gyd6Ht1/4+bm5mKxSL8KtekcqBqpO2lpaSd9N9BkMp2zweCFZsXf6UxevBVVhRu6NKzZYNBaAIuu1YLBoHi48YvzIxgEsMTAxTdryZqvjXO4+3vYsxIK0rWaxF3faNtGXQTN+qMkXaG9HynqrRJHSaUBXmZhJjsKdrBo+SKyS7LJLsnG4ar+EAl6Re9de2cK9Qrqygd5IX4h0rGKEELUorfeeotLLrmEsLAwNmzYwIsvvsidd97pWV9UVERaWhrPPfcc//3vf2s0GBQXjnodEDocDvLyKn7jrSgKRqPxtH5o3nzzTV588UXS09Np164dr7/+eoUugN3mz5/P+PHjvfKMRiMlJafXE975bPn2dO5ctBmHS+WaDg146uo2NRcMOmzw6U1w+A8whcKNX4LlPB1axGiGlkO1pKqQvg32rIDdK7QmpRl/QcZf+KyfxSB9AHrrEmjaFxr1huD4ui69OEOqqpJrzSWjKKPKGj13KrAXnPhgR70Xg43BhJvCq0xhfmGEm8KxGC1SiyeEEOeIPXv28PTTT3P06FEaNmzI/fffz9SpUz3rX3jhBZ555hl69OjhlS9EefU6IAwODj5h0BEXF8e4ceOYPn16tarBFy9ezOTJk5kzZw5dunRh9uzZDBgwgF27dhEZGVnpPhaLhV27dnmW62NnB99sS+PuT7bgdKlc3T6WF0e0RaerofvgcsHS22HvD1rzyhs+h4hmNXPsuqYoENNOSz0e0JrE7l0Nu79HTV6Fb0kO/POVlgDCmkLjK6Bxb0i8XAsuxTmjyF5ERlEGR4qOkFmcSWZRpjZfVDpfrM2fynt5vjpfIvwjvAK7EN8Q0pLT6HVJL6LN0Z5gz6CXJoJCCHG+eeWVV3jllVeqXD9jxgxmzJhx9gokzkv1OiCcP38+jz76KOPGjfPU4v32228sWLCAxx57jCNHjvDSSy9hNBp55JFHTnq8l19+mYkTJ3pq/ebMmcM333zD+++/z8MPP1zpPoqiEB1df4cU+PrPVO5bvBWnS2V4hwa8eG079DUVDKoqLH8Ytn+uDeMw6kOtR88LVUAYtB0JbUfisBbzy+dv0C3ain7/j3D4d8jeo6Xf3gGdD8R30WoOG18Bse1BOueoFTanjSPFR7yCu8ziisFeob2w2scMMYYQ7h9OhEkL9sJMYZ758suBhsAKXzLZ7Xa+PfQtPeN6yntiQgghhKjfAeGCBQuYNWsWI0eO9OQNHTqUiy66iHfeeYfVq1fTsGFDnnnmmZMGhDabjT/++MOrOl6n09G3b182btxY5X4FBQUkJCTgcrno2LEjM2fOpHXr1lVub7VasVqtnmV3k1e73Y7dfmo9+tW1r/5M48Ev/sKlwvAOscwc1gqX04HLefJ9q0P308vof3sHAMdVb6Am9IDz7B6dLrtT5WhgM6xd+2Ho8RCU5KIc+All/xp0+9ai5ByAgxu0tOZpVL9g1MTuqAmX40q4HMKb1c1QHOcRVVXJs+WRUZRBZlEm6UXpWuBXWpPnns+x5lT7mAE+AUT4RxBhKkuR/pFey+GmcHz11WvO7nBUfDfQ/Tlxvn1eiNonz0b9YLfbUVUVl8vlGRj9ZNz9D7r3E8LtTJ8Nl8uFqqrY7fYKw2vIZ9HZU697GTWZTGzbts3TLbHbnj17aNeuHUVFRezfv5/WrVtTVFR0wmOlpqbSoEEDfv75Z7p27erJf/DBB/nxxx/59ddfK+yzceNG9uzZQ9u2bcnNzeWll15i3bp1/P3331WOETNjxgyeeOKJCvmLFi06aQc555INGQqf7dOhotA10sXIRi5qqmIQICFrDe0PzQPgrwY3si+yf80d/ALgb80gMv9vIvL+IqLgHwxO7+e7xCeIrMAWZJlbkhXYkkJjdL0KEFVVpVgtJlfNJc+VR64rl1xX6Xy5PDvV+2Xlgw9mnRmzYsais2DRWTArZsw6MxaldFlnxqjIECJCiNrl4+NDdHQ08fHx0sGIqHM2m41Dhw6Rnp5e4UvMoqIirr/+eull9Cyo1zWE8fHx/O9//+O5557zyv/f//5HfLzWAUd2djYhIbXTG2XXrl29gkf3mIfvvPMOTz31VKX7TJ06lcmTJ3uW8/LyiI+Pp3fv3ufFsBOqqvLG2n18um8vANddEseMK1vW3DuDgLJzGfqtCwBwXnY/LXpNpUWNHf38YLfbWblyJf369Tt5s0CXA0fqZpQD61EO/oTy7yb8HLnE5fxKXI72RYYaGI2acBmuhMtREy+H4MTzNkBUVZVcm9YxS/navcyiTK+8Emf1OncKNgYT7R9NpH8kkaZI7xq90tq+IN+gc+b94FN6NkS9Is9G/VBSUsKhQ4cIDAys9rATqqqSn5+P2Ww+Zz7LxLnhTJ+NkpISTCYTPXr0qHTYCXF21OuA8KWXXuLaa6/lu+++84xD+Pvvv7Nz504+//xzADZt2sSoUaNOeqzw8HD0ej0ZGRle+RkZGdV+R9BgMNChQweSk5Or3MZoNFYYbNS977n+C9zlUpnxf3/zwcaDANx9RRPu69esZn+57F8HS2/VhlzoNA5938fR1+NfXtV7LgyQdJmWABxW+Pd3OLAe9q+Hf39DKUhH+fsLdH9/oW1jiYOk7pDQDRp2hbAm50yAWGQvIr0wndTCVNIK00grSCO9MJ2MogzP1Oq0nvxAQKhfKFH+UUQFRBHlH0V0QLRnGu0fTWRAJEb9+Vmrdz58Zoi6Ic/Ghc3pdKIoCjqdrtrjxrmbArr3E8LtTJ8NnU6HoiiVfu7I59DZU68Dwquuuopdu3bxzjvveHr6HDRoEEuXLiUxMRGA22+/vVrH8vX1pVOnTqxevZphw4YB2g/J6tWrvcaDORGn08lff/3F4MGDT/laznVWh5P7P/2TZdvSUBSYMbQ1Y7sl1uxJ0v6Ej68Hp00blmHIy+dMkHJe8TFC4mVa6vUw2Iu1IS32r9eCxH9/h7x/4c+PtQTgHw4NL9WCw4ZdIaYt1EKvlaqqkl2SrQV8BaUBX2nQ556v7jt75YO9aP9obeoO+M7zYE8IIYQQorrqbUBot9sZOHAgc+bM4dlnn62RY06ePJmxY8dy8cUX07lzZ2bPnk1hYaGn19ExY8bQoEEDz/mefPJJLr30Upo0aUJOTg4vvvgiBw8eZMKECTVSnnNFbrGdSQs381NyFga9wssj2zO0XQ2PA3hkN3w4HGz5kNgdhr8nvWbWFIMJknpoCcBWCId+04LDlF+08R2LsmDnMi0B+Jgg7uLSAPFSiLsE/E7e/t/mtJFRmOFVu+cJ+kqXbS7bSY8TaAgkJjCGmAAtRQdEe2r1ogKiiPSXYE8IIS5EvXr1on379syePbtWz3PgwAGSkpLYsmUL7du3r9VzCVHb6m1AaDAY2LZtW40ec9SoURw5coRp06aRnp5O+/btWb58OVFRUQCkpKR4VacfO3aMiRMnkp6eTkhICJ06deLnn3+mVatWNVquurTvSAETPvidfUcK8ffV885NnejeNKJmT3LsAHxwtRaUxLSH0QvBUL33IsRp8A3QxjJs3Ftbdli12tmUjVqAmLIRio9pAeOB9do2ig6i2mBt2IXDkU04bI4kVbVxuCBVC/5KA7+s4ixUTtzPlYJChCmiLOArncYGxBIdEE1sYCxmXxljUQghLjTjxo0jJyeHpUuXevI+//xzbrzxRp555hnuv/9+vvzyyxpvaljZeePj40lLSyM8PPy0jukOKCuzceNGLr300tM6rhCno94GhAA33nhjpZ3KnIk777yzyiaia9eu9Vo+2WCi57t1u49w56LN5JU4iAny490xF9OmQVDNniQvFRZcBfmpENESbloCfjV8DnFiPkaI7wzxnbF3vYP0/DQOH/6V1MMb+TfrHw7n/8th1UqqTxZHjnwPR74/4eGMeqOnZq98LV9sYKynlk8GURdCCPHee+8xadIk5syZ42mNFRoaelbOrdfra2Qc6VWrVlUYbqw2OwlUVRWn04mPT70OAcRx6vXT4HA4eP/991m1ahWdOnUiICDAa/3LL79cRyU7v6mqyrwNB3j6mx24VOjYMJh3brqYCHMNN9ErzNJqBnMOQkgSjFkK/mfnF0F95VJdZBZlcrjgcFnKL5vPKMrApR43DpHR8z8ATCo0sNuJs9tp4HAS43AQ63AQ63QRHdSI0AaXoMRfojUzDW8O0oGBEEKI47zwwgtMnz6dTz75hGuuucaTf3yT0cTERG699VaSk5P57LPPCAkJ4bHHHuPWW2/17HPo0CHuv/9+VqxYgU6no3v37rz66qskJiYyY8YMFizQei53d4K3Zs0aEhMTKzQZ/fvvv3nooYdYt24dqqrSvn175s+fT+PGjau8jrCwsCoDyxkzZrB06VLuv/9+Hn/8cY4dO8agQYN49913MZu1ljAul4vnn3+euXPnkp6eTrNmzXj88ccZMWIEoFVG9O7dm2+//ZbHHnuMv/76ixUrVtCpUyduu+02li5disVi4cEHH+Srr77y3Lsnn3ySTz/9lO3bt3uVqX379gwdOrTK3vDF+aleB4Tbt2+nY8eOAOzevdtrnXSrfHqKbU6mfbWdz/74F4ARneJ45po2GH1q+H2+4hz4cBhk7QZLAxj7NZjP/Js6Afm2fA7lH/Kk8kFfWmEadteJx97z1fkSGxhLg8AGWjI3KJsPbECwMRjFUQJp27TOav7dVPoe4iHI/EdLWz7QDma0QGwH7X3E2A5ak+CgOOksSAghapKqgv0E4y27XNp6m75mv6Qz+J/W5/lDDz3EW2+9xbJly+jTp89Jt581axZPPfUUjzzyCJ9//jm33347PXv2pHnz5tjtdgYMGEDXrl1Zv349Pj4+PP300wwcOJBt27YxZcoU/vnnH/Ly8pg3TxvfODQ0lNTUVK9zHD58mB49etCrVy9++OEHLBYLGzZsqDC23qnau3cvS5cuZdmyZRw7doyRI0fy3HPP8cwzzwDw7LPP8tFHHzFnzhyaNm3KunXruPHGG4mIiKBnz56e4zz88MO89NJLNGrUiJCQECZPnsyGDRv4+uuviYqKYtq0aWzevNkT3N5888088cQTbNq0ydMT/5YtW9i2bRtffvnlGV2TOPfU64BwzZo1dV2EC0pyZj6TFm5hV0Y+OgUeGdySWy5Pqvng2loAC6+F9L8gIALGfA3BDWv2HBcwVVU5UnzEK+g7lH+If/P/5VD+oZP20qlX9EQHRBMXGEcDcwNiA2JpYG5AXGAcsYGxhJvC0Skn+YPBYIKGXbTklp+u9WDqDhAPbwZrHuz/UUtu/mFlwWFse23e0kCCRCGEOF32IphZdWdvOiC4Ns77SKr2Xvop+O677/jqq69YvXo1V1xxRbX2GTx4MHfccQegBZOvvPIKa9asoXnz5ixevBiXy8V7773n+Xtl3rx5BAcHs3btWvr374/JZMJqtZ6wieibb75JUFAQn3zyiecdxmbNmp20bN26daswXENBQYFn3uVyMX/+fE+N4E033cTq1at55plnsFqtzJw5k1WrVnnGtW7UqBE//fQT77zzjldA+OSTT9KvXz8A8vPzWbBgAYsWLfIE1PPmzSM2tuwZiIuLY8CAAcybN88TEM6bN4+ePXvSqFGjk16XOL/U64DQLTk5mb1799KjRw9MJhOqqkoN4SlQVZVPfz/EjK93UGx3EmE28uqo9nRrcnovWp+QvQQ+uQ7+/Q38guGmpRDepObPc56zu+xkObPYkLqBtOI0r6Dv3/x/TzroeqhfKPHmeOLN8Z6avThzHA0CGxDpH4mPrhY+OszR0PJKLQE4HXDkHy1IPPwHpG3Vag+LsiF5lZbc/MPLgkN3oChBohBCXHDatm1LVlYW06dPp3PnzgQGBlZrHzdFUYiOjiYzMxOAP//8k+TkZE/A5VZSUsLevXurXa6tW7fSvXv3U+7QZvHixbRs2bLK9YmJiV5li4mJ8ZQ9OTmZoqIiT6DnZrPZ6NChg1fexRdf7Jnft28fdrudzp07e/KCgoJo3ry51z4TJ07k5ptv5uWXX0an07Fo0aILuu+L+qxeB4TZ2dmMHDmSNWvWoCgKe/bsoVGjRtxyyy2EhIQwa9asui7iOS8zv4SHv/iLH3ZqH06XNwnnlVHta/59QQCnHT4bpw0+7xsIN34J0W1q/jzniWJHMSl5KRzKP0RKfopX0JdWmKa9y7e28n11io6YgBhP0Fc+xZnjCDCc2je2tULvA9EXaelirbMA7CWQ8TekbYHULZD6J2Tu0HqYPT5IDIiAmHYQ1absOKGNteMKIYQoY/DXauuq4HK5yMvPx2I21+zA9Ab/U96lQYMGfP755/Tu3ZuBAwfy3XffVQjmKpzmuCBNURTPgOoFBQV06tSJhQsXVtgvIqL6vaKbTKZqb1tefHw8TZpU/cX2ycoO8M0339CgQQOv7YxG77/Dju8nozqGDh2K0WhkyZIl+Pr6YrfbPe8migtLvf7L6L777sNgMJCSkuL17cyoUaOYPHmyBIQnoKoqX2w+zDPf7OBYkR1fvY77+zdjQvdG6HW1UCvjcsKS/8Lu78DHD65fDHGdav485xi7y87h/MMczDvonfIPkl6YfsJ9DRhoGNSQhpaGFYK+mMAYDLrzsKdOg5/2717+395erAWJqVsgdWtZTWLhkYpBoo8fRLYsDRLbal8oRLWWnmmFEPWbopy46abLBQants050NFXQkICP/74oycoXL58+UmDwqp07NiRxYsXExkZicVS+Xi5vr6+OJ3OEx6nbdu2LFiwALvdXuPDXlSlVatWGI1GUlJSvJqHnkyjRo0wGAxs2rSJhg21V25yc3PZvXs3PXr08Gzn4+PD2LFjmTdvHr6+vowePfq0A19xbqvXAeGKFSv4/vvviYuL88pv2rQpBw8erKNSnfuSMwt4bOlf/LLvKACtYiy8Mqo9zaNraew3lxOW3AbbvwCdAUZ9BImX18656oBLdZFemF4x6Ms7yOGCwzjVqn8JWXwtJFgSiDPHeQd8fjH8tuY3hgwZctZ+MdUZg0nrdCaurDkM9mJI3w7pf2rTjO2QsQPshaWB4xbvYwQ3hKjSWsToNlrAGJxwTvzhI4QQoqL4+HhPD5oDBgxg+fLlVQZ0J3LDDTfw4osvcvXVV/Pkk08SFxfHwYMH+fLLL3nwwQeJi4sjMTGR77//nl27dhEWFkZQUMUvEe+8805ef/11Ro8ezdSpUwkKCuKXX36hc+fOFZpilpednU16uvcXvMHBwfj5nXw8ZbPZzJQpU7jvvvtwuVxcfvnl5ObmsmHDBiwWC2PHjq1yv7Fjx/LAAw8QGhpKZGQk06dPR6fTVXhlasKECZ5Kkw0bNpy0TOL8VK8DwsLCQvz9KzZXOHr0aIWqdgFHC228tSaZDzYexOZ04WfQcU+fZkzonoRBX0t/OLuc8NUk+OtT0PnAtfOgab+T73eOUVWV7JJsDuYdJCUvhQN5BzxB36H8Q1id1ir3NfmYaGhuSIIlwSslWhIJ9guudB+73V6/34M1mCD+Ei25uVxwbL/WGVH6X1qQmL4d8v6FnBQt7fqmbHtfs1abGNlCG+MysjQFRsm7iUIIcQ6Ii4vzCgq///7E49xWxt/fn3Xr1vHQQw8xfPhw8vPzadCgAX369PEEmBMnTmTt2rVcfPHFFBQUeIadKC8sLIwffviBBx54gJ49e6LX62nfvj2XXXbZCc/ft2/fCnkff/wxo0ePrlb5n3rqKSIiInj22WfZt28fwcHBdOzYkUceeeSE+7388svcdtttXHnllZ5hJw4dOlQhEG3atCndunXj6NGjdOnSpYqjifOdoqqqWteFqCuDBw+mU6dOPPXUU5jNZrZt20ZCQgKjR4/G5XLx+eef13URTyovL4+goCCysrJqbSDTAquD/63fz7vr91Fg1bpP7t08gievbkN86Km3/682lwu+vhO2LgRFrwWDra6uvfPVgDxbnifgKx/4peSlUGAvqHI/H50P8eZ4LdgzJ5AQVDq1JBDpH3nKwZ3dbufbb79l8ODBF34N4ZkqOqo1Oc3YXhYsHtkJTlvl2/sFQ2SrioFiQC10olQL5NkQVZFno34oKSlh//79JCUlVasWCkrfIczLw2Kx1Ow7hOKcUVhYSIMGDZg1axa33HKLJ19VVZo2bcodd9zB5MmTK+x3ps/GiZ5H99+4ubm5p1X7K6qvXtcQvvDCC/Tp04fff/8dm83Ggw8+yN9//83Ro0elWhwtEPzktxTeXruX7ELtj+M2DSw8OKAF3ZuG124NlMsF/3d3WTA44n/nTDDo7swlJT+lQhPPoyVHq9xPQSE2MLZCTV+CJYGYgJja6blTnJx/KCR115Kb0w5Ze7ReTjN3ah3XHNkJR/dBSQ6k/Kwlr+OElwWHES20aXhzCKidL2qEEEKI07VlyxZ27txJ586dyc3N5cknnwTg6qvL/tY6cuQIn3zyCenp6YwfP76uiirOgnr9F2ibNm3YvXs3b7zxBmazmYKCAoYPH86kSZOIiYmp6+LVmYPZhSz4+SCf/X6I/NIawaTwAO7v34zBbWLQ1UanMeW5XPDNfbDlQ1B08J93ofU1tXvOcpwuJxlFGRwuOMy/+f+SWpjqGZj934J/ySzKPOH+EaYIr2CvoaUhiZZE4sxxGPXSFPm8oDdAVCstlWcvgazdWnCY+Y+WjvwDxw5qPZ0eWK+l8kyhEN60NDWDsNJpSKL0eCqEEKLOvPTSS+zatQtfX186derE+vXrCQ8va+0SGRlJeHg4c+fOJSQkpA5LKmpbvf9rJCgoiEcffbSui1HnsgqsfPtXGl9tTeWPg8c8+Y0iApjYvREjOsXV3nuC5blc8O398Md8LRi8Zi60+U+NHb7EUUJWcRZZxVlkF2dr8yVZZBZlcjhfC/gyCjNwqI4THsfiayHRkugV8Lnnz4khG0TtMPhBTFstlWcr1AJFT5BYGjDmHoLio3DoVy2VpzNAaKNKgsWmYAo+a5ckhBCi/unQoQN//PHHCbepx2+V1Tv1PiDMycnht99+IzMz0zOui9uYMWPqqFS1z+F08U9aPuv2HGH9niNsOnAMp0v7wVcU6NE0gvGXJdKjaUTt1wi6OR1lzURRYNgcaHvtCXexu+zkWnPJteaSY83RUkkOx6zHygK+cgFgvj2/WkUx6AzEBsYSGxBLA3PpwOyBccQGxhJvjifET74pE+X4BkBsBy2VZyuC7GTI3qM1Qc3arU2zk8FeBFm7tHS8gMiyQDG0MYQ11oLHkEStwxwhhBBCiBpSrwPC//u//+OGG26goKAAi8Xi9U6coijnfUCoqiq5xXbS80pIzy0hNaeEf9Ly+OtwLv+k5WF1eAfA7eKCGNoulqHtYomyVO9F8zPldDkpchRRWHyM/O+mULh/DQX+/hR0+S8FJj2Ffy8g35ZPob3QE/DlWnM5VnKMXGtutQO88nx1vkT4RxBmCiPcL5wI/wjCTeE0CGxAbGAsDQIbEOkfiU6RF+fFGfL1r7xG0eWCvMNagJidXBoolgaL+WlQmKmlg8e/y6yApQGEJpUFiaGNtKAxJFE7nxBCCCHEKajXAeH999/PzTffzMyZMysdfuJ80n3R1ej9jKDqQdWjqgZUlx6Xqkd1+YCqJdU9DfHBrNfTIMSfhqGBNAo3E+JvBN1Olh1U0Ct6dIoOnaJDRcWlunCqTm3qcuJUnWXLqhOXq2y91Wn1pBJHiTZ1lmB1WL3mS5wlFDuKvS8kNlqbHvhCS9WgoGAxWgg2BhNkDCLEGEKQMYhwU3ilKdAQWL+HZBB1T6eD4HgtNenjva4krzRI3KPVLGbv1TqzOboPrHnaMBl5/1Z8VxHAHFsaKCZpQaInYEw68aDTQgghhKi36nVAePjwYe6+++7zPhgEwHAUfPWeRaU0nayO6zBw+ChsrLpzzLPCR1Uxu1QCAyIJ9I8gwBBAoG8ggYZAbd4QSJAxiGBjsJb8gj3zFl8Lep3+5CcR4nzgZ4EGHbVUnqpCUbYWGHqCxNJp9j6w5kJ+qpYqCxb9wyEkEX1QPC2zHShbsiG8tBmqJU46uBFCCCHqqXr9F8CAAQP4/fffadSoUV0X5Yw93vEVAoL8cTjtOFQHDtWKCwdGgwuX6sDmsmFz2sqmThsu1eVV81d+WVVVT76Cgk6n89Qa6hV92byuLM899dX74qf3w+hj1KZ6o9e8n0/p1F6C/9f3YP73D3x9zXDDp5DQra5vpRDnJkXRxjoMCIf4zt7rVFUbT9Fdk+gJFPeWDZVRlAVFWegO/04zgG//r9yx9RAUByEJEJygBYnuFJygnVNq1YUQQogLUr0OCIcMGcIDDzzAjh07uOiiiyoMxHvVVVfVUclOXf/GF9fawPS14thBWHyd1iTOFAI3fgENOtV1qYQ4PymKNt5hQBjEX1JxfXEO5ByEYwdwZu8j5c/1JFhAl5sCOSngtGrrcw5WfnxDQGmw2FALHIPitWlwQ20+MEprBiuEEMLjwIEDJCUlsWXLFtq3b1+tfcaNG0dOTg5Lly6t1bIJUV69DggnTpwI4BmMszxFUXA6nWe7SPVD2p+w8FooyNCaqt34uTaItxCidpiCtRTTDpfdzrajjYgbPBidwaB1cFOQrn1JUxo0cqx0mnMQ8lLBXgiZO7RUGZ0BghqUBoruYDHee9lwdjqqEkJcuMaNG8eCBQsAMBgMNGzYkDFjxvDII4/g43PyP2nnz5/PvffeS05OTq2U7fhALj4+nrS0NK+x/c7U2rVr6d27d6Xr0tLSiI6OrrFzifqjXgeExw8zIc6C5NXw6RiwFUBkay0YtMTWdamEqL90Ou1n0BILCV0rrndYIecQ5BzQprmHIPff0vl/td5SXfbSQPJA1ecJiPCuWXSf09IAzDFgjga9oer9hRACGDhwIPPmzcNqtfLtt98yadIkDAYDU6dOreuiVaDX62stQNu1axcWi8UrLzIyslbOBeB0OlEU7RUiceGRf1Vx9mxdBItGasFgUg+4+TsJBoU41/kYIbwJNOkLF4+HPtNg+Fzt5/e+v+CxTLh3O4xfDsPf1dZ3Gq9tH9FCa24KUHgEUjfDP1/Dxjfg+0fgs3Hwv34wuw08FQEvNYe5veGTG+DbB+CnV2Dbp3DgJ+1dSHtJnd4KIUTdMxqNREdHk5CQwO23307fvn35+uuvATh27BhjxowhJCQEf39/Bg0axJ49ewCtZm38+PHk5uaiKAqKojBjxgwArFYrU6ZMoUGDBgQEBNClSxfWrl3rOef8+fMJDg7m+++/p2XLlgQGBjJw4EDS0tIAmDFjBgsWLOCrr77yHHvt2rUcOHAARVHYunUroAVVt9xyC0lJSZhMJpo3b86rr756WvchMjKS6Ohor+QO1saNG8ewYcN46aWXiImJISwsjEmTJmG32z37V/eav/76a1q1aoXRaCQlJYW0tDSGDBmCyWQiKSmJRYsW0bZtW8913HzzzVx55ZVeZbXb7URGRvK///3vtK5V1L56WUM4ePBgPv74Y4KCggB47rnnuO222wgODgYgOzub7t27s2NHFc2jxKlxOWHVDPj5NW35omvh6rfAx7dOiyWEqAF6n7IhNKikhlFVofiYVrPorlXMPaQ1Rc0r7RU1L02rZSxI11Lq5qrPZwrVahUtsWCJKTcfqw27YY4GvyDpBEeIesJkMpGdnQ1ogdCePXv4+uuvsVgsPPTQQwwePJgdO3bQrVs3Zs+ezbRp09i1axcAgYGBANx5553s2LGDTz75hNjYWJYsWcLAgQP566+/aNq0KQBFRUW89NJLfPjhh+h0Om688UamTJnCwoULmTJlCv/88w95eXnMmzcPgNDQUFJTU73K6nK5iIuL47PPPiMsLIyff/6ZW2+9lZiYGEaOHFmj92XNmjXExMSwZs0akpOTGTVqFO3bt/e8LlXda37++ed57733CAsLIzIykquvvpqsrCzWrl2LwWBg8uTJZGVlec47YcIEevToQVpaGjExMQAsW7aMoqIiRo0aVaPXKGpOvQwIv//+e6xWq2d55syZjBw50hMQOhwOz4eFOEMlufDFBNizQlvuPgV6PyodUAhRXygK+IdqKaZd5du4XFovqHmHteAw7/BxAWNpshdB8VEtZfxV9Tl9/LSObszRlUyjwRylTf3D5LNICEBV1YrjApfjcrkodhTjY/ep0SaDJh/TaY8LrKoqq1ev5vvvv+euu+7yBIIbNmygWzetx/KFCxcSHx/P0qVLufbaawkKCkJRFK9mnCkpKcybN4+UlBRiY7VWS1OmTGH58uXMmzePmTNnAlot15w5c2jcuDGgBVTuPigCAwMxmUxYrdYTNhE1GAw88cQTnuWkpCQ2btzIp59+esoBYVxcnNdyQkICf//9t2c5JCSEN954A71eT4sWLRgyZAirV69m4sSJp3TNb731Fu3aaZ/dO3fuZNWqVWzatImLL74YgLlz59K8eXPPebt160bz5s358MMPefDBBwGYN28e1157rScAF+eeehkQqqp6wmVRQ7L3wsejIWu39gfasLegzX/qulRCiHONTgeBkVqK7VD5NqqqDZ+Rl3pc0HgY8tPK5ktywVFy4l5TPef1gYDIsgCxqmlgpLzfKC5oxY5iuizqctbP++v1v+JvOLWxoJctW0ZgYCB2ux2Xy8X111/PjBkzWL16NT4+PnTpUnYdYWFhNG/enH/++afK4/311184nU6aNWvmlW+1Wr16b/f39/cEgwAxMTFkZmaeUtkB3nzzTd5//31SUlIoLi7GZrNVuwfS8tavX4/ZbPYsH99TfuvWrdHry8ZojomJ4a+/tC/SqnvNvr6+tG3b1rO8a9cufHx86NixbJzcJk2aeCpU3CZMmMDcuXN58MEHycjI4LvvvuOHH3445WsUZ0+9DAjFWfD3EvjqLrDla824rltU9R96QghxMoqiDVFjCoGo1lVvZy/WejDOz9Can1Y1LcwCl0OrgcxPrfp42sm12sTAyNKxICO1TnICwkvzIkrzSpcNphq9dCFEmd69e/P222/j6+tLbGxstXoXPZGCggL0ej1//PGHVwAFeNVoHR9wKYpyyhUKn3zyCVOmTGHWrFl07doVs9nMiy++yK+//nrK5U5KSqoQiJVXWXndnSlW95pNptOrwR0zZgwPP/wwGzdu5OeffyYpKYnu3buf8nHE2VMvA0L3C7/H54ka4LDCisfgt7nacsOucO0C7Zt2IYSobQYThCRq6UScdq2jm/z00gCyimlBhhY4FmVpqTp8A0uDxIiKQWRghHcAaQqR9x1FnTP5mPj1+qqDEpfLRX5+PmazucabjJ6qgIAAmjRpUiG/ZcuWOBwOfv31V0+T0ezsbHbt2kWrVq0Arcbr+CHFOnTogNPpJDMz84yClsqOfTx3c9Y77rjDk7d3797TPufpOt1rbt68OQ6Hgy1bttCpkzZ2dHJycoVhPMLCwhg2bBjz5s1j48aNjB8/viaLL2pBvQwIVVVl3LhxGI1GAEpKSrjtttsICNB6wyv/fqE4BVnJ8OUESN2iLV9+H/R+TOt0QgghziV6Q1lnNCficmnvLOanawGkOxVkarWMhZmly6X5TqvWk7KtAI7tP3k5dD7gH64Fh/6hWk2kJ1WWFyZjOooapyjKCZtuulwuHD4O/A3+5+ywA02bNuXqq69m4sSJvPPOO5jNZh5++GEaNGjA1VdfDUBiYiIFBQWsXr2adu3a4e/vT7NmzbjhhhsYM2YMs2bNokOHDhw5coTVq1fTtm1bhgwZUq3zJyYm8v3337Nr1y7CwsI8HRceX8YPPviA77//nqSkJD788EM2bdpEUlLSKV9vZmYmJSXePS+HhYVVqBmszOlec4sWLejbty+33norb7/9NgaDgfvvv7/SmsQJEyZw5ZVX4nQ6GTt27Clfnzi76uVf6sc/mDfeeGOFbcaMGXO2inP+U1XY9B6seBwcxdo33tfMhWb967pkQghxZnS60hq+agwsrapgzT8uaDxBEFmSq9U+untXrS7fwOMCxfDSaWleQHjZOlOo9pksX8yJemDevHncc889XHnlldhsNnr06MG3337rCZK6devGbbfdxqhRo8jOzmb69OnMmDGDefPm8fTTT3P//fdz+PBhwsPDufTSSysMn3AiEydOZO3atVx88cUUFBSwZs0aEhMTvbb573//y5YtWxg1ahSKonDddddxxx138N13353ytZbvyMVt48aNXHrppdXa/3Sv+YMPPuCWW26hR48eREdH88wzz7B9+3ZPJYtb3759iYmJoXXr1p6Oa8S5S1GlR5XzWl5eHkFBQWRlZXm9CHzW5ByC/7sH9q7WlpN6ap3HBMWdeD9Rq+x2O99++y2DBw+u1reFov6QZ+Mc4rBqgWFRtpYKs8vmi7JLm6ke9c5zOU7vXEYLmILL3sOsJDkMZjb+uYtLew/CYI7Q8n2MJz20OL+UlJSwf/9+kpKS8POrXm2zy+UiLy8Pi8VyztYQirqRkpJCQkICK1asoF+/fp78goICGjRowLx58xg+fHiV+5/oeXT/jZubm4vFYqm1axD1tIZQ1ACnA36dA2tmgr1Q60W07xPQ+Vbpxl0IIarDx6h9eVbdL9BUVatVLMouFyhmHRdEHtVqId3LJTnavtY8LeWkVF0coDvAnmfKMg3+xwWOwRWDSb9gbexHTwoGP4v0zCrEBeiHH36goKCAiy66iLS0NB588EEaNmxIjx49AO3Lg6ysLGbNmkVwcDBXXXVVHZdYVIcEhOLU/fs7LLsX0kvHAWvYFYa+BhHNTribEEKIM6AopQFZMIQ1PtnWGqdDCyKLj500uYqOUpT9LwE6O0pJDqgubexHe5E2pMepMgQcFyhWliyVBJNBWo2mj++pn1MIUavsdjuPPPII+/btw2w207VrV9566y1Pi5OUlBSSkpKIi4tj/vz5Z9wLrDg75F9JVN+R3fDDU/DP19qyXzD0fwra3yi1gkIIcS7S+0BAmJZOwmm3s9rdnFiv12oUKw0ecyrmWfO0wLMkTxtuCLTWI/bCagzrUQWDv3ewaDSXS5bjlkuTbyV5Ov3JzyWEqJYBAwYwYMAAz7K7ObFbYmKijO99HpKAUJxc7r+w9lnYukj7xljRQbvroe8MrQt1IYQQFxadrqw2klPsAdHpKBcgVjOV395a+selu3YyP+3MrsUQUC5ADDxxQGm0aJ32uLc1BICvOwVK5zxCiAuSfLKJquWkwC9vw6b/aV2pA7S4Eq54DCJb1m3ZhBBCnJv0PqU9noae3v4uZ8WAsjhHG8rDml/6PmR+JSkPrAVly+7fW+6aylPpybXKazOWBYe+/t7BYvl5wwnWefYrzTf4y1iUQog6JQGh8KaqcPBnrcOYncu0GkGAhMu1GsH4S+q0eEIIIS5wOn1ZhzVnwmEtDRArCyDzygWY+ZUHmrbC0jElC8t6d3VaodiqjU1ZY5SygNEdSBpMWvIpnRr8y/IM/tpYlJ6849b5VLHuuKaz0qxPnAvkOTw3SEBYw958801efPFF0tPTadeuHa+//jqdO3eucvvPPvuMxx9/nAMHDtC0aVOef/55Bg8efBZLXCorGbYthr8+hWMHyvKTesJld0PjPvINphBCiPOHj1FL1Xh/8oRUFZy20gCxfCoom7dXkX+yfbQTlOYXnPEln5DeCAY/DH5h0OVZitIdmAJ9tddAvJJSNkWbKij42q0oxY7Kt6XcPuX2KzuOEJUrKioCkGGQ6pgEhDVo8eLFTJ48mTlz5tClSxdmz57NgAED2LVrF5GRkRW2//nnn7nuuut49tlnufLKK1m0aBHDhg1j8+bNtGnTpnYL67DB4T8geSXsXgEZf5WtMwTARf+BLrdBVOvaLYcQQghxLlOUsuDydJvBVsblAkdxJYFiEdiLj0tFx01L5x0lVa+zF2vr3ZxWcFrRl+QSvO9rMvUjwBmMv6F6MZsOsBafzoUqeAJGOC7odB/5+IBSKRdsUpbH8esryeMk673yxJlyuVzYbDZKSkpOaYxKVVUpKioiMzOT4OBg9Hrp/KkuSUBYg15++WUmTpzI+PHjAZgzZw7ffPMN77//Pg8//HCF7V999VUGDhzIAw88AMBTTz3FypUreeONN5gzZ07NFaz4mFbrl70XDm+GfzdB2p9l71cAKHpo0gfajoLmg7QmK0IIIYSoHTpdWVNRKn5pXCNcrtKg0TuojLYVQ4GTzMLS10JQtZpQVdXmKTevgqq6cDmd6HQ6lArrS5v8uV8x8RzjXFc+KFRKg9MTLZcLID2BJ97HqHS5msepcE6Oyz9+nXJc1nH7KZVsW+F4x607jSBZVVWKi4sxmUwop7F/cHAw0dHRp7yfqFkSENYQm83GH3/8wdSpUz15Op2Ovn37snHjxkr32bhxI5MnT/bKGzBgAEuXLq3yPFarFau1LJDzdPW7chpOfwOoThRbARTnoBQegdwUlJLcSo+lmkJRG/XC1aQfaqMrwL9csxq7/SRXLM5l9tJ/P7v8O4rjyLMhqiLPxgVKMYCvAXwtXtnhQIjTicPhOOl7XA6Hg59//plu3bpVb1w51am9w+m0aS2SnFpSHFZw2UvzrOAqW6948uzavi4HOO3gcqA47Vq+szS5tHwtT5t6bePOL90fpw0F18nLLVAp1xy4strXCsGkgt3pxOBjqDzY9Qp6y+WjYrDlondZofRrhuP3Ua3yb3a2SEBYQ7KysnA6nURFRXnlR0VFsXPnzkr3SU9Pr3T79PSqe0J79tlneeKJJyrkG/78EL2x6m9mSnyCKDRGkmtK4FhAY44FNKHQN1L7oUsBUn49wdWJ89XKlSvrugjiHCXPhqiKPBuiKuvWrauFoxpKUzVaJulK0+lQXehUh5ZcpVPViU51oKhOFNWJDmfpvAudO690qlBJnupEp7pK1zuPW+9CUR3ocFXc1r0N5bfV5kHVlnGhqKoWyJZOK+a7ULy2d1W6v1K6XW0x1dJxFev5UNN8YZCA8DwzdepUr1rFvLw84uPjsV9yB86gQK3pp28AamkPbWpwAgTFo/cNwAJYgPg6K704W+x2OytXrqRfv37yorbwIs+GqIo8G6Iq8mycfyptuKtqQSQup1aLq7q0ZsWeeWfZNqXBZYWmwcflORwOft6wgW7dumq1x+WbDKtVNC8ul6d4bV+u5KqKI78AnhtQOzdIeJGAsIaEh4ej1+vJyMjwys/IyKiybXR0dPQpbQ9gNBoxGo0VV/R8AH3YGfakJi44BoNBfnmLSsmzIaoiz4aoijwbogK7nQK/ffhEt6rxZ8PH/VqUqHWnW/EujuPr60unTp1YvXq1J8/lcrF69Wq6du1a6T5du3b12h60pjpVbS+EEEIIIYQQNUlqCGvQ5MmTGTt2LBdffDGdO3dm9uzZFBYWenodHTNmDA0aNODZZ58F4J577qFnz57MmjWLIUOG8Mknn/D7778zd+7cap/T/SJ4fn6+fGsnPOx2O0VFReTl5clzIbzIsyGqIs+GqIo8G6IqtflsuDtOlMHra58EhDVo1KhRHDlyhGnTppGenk779u1Zvny5p+OYlJQUrzFaunXrxqJFi3jsscd45JFHaNq0KUuXLj2lMQizs7MBSEpKqtmLEUIIIYQQoo7l5+cTFBRU18W4oCmqhN3ntZycHEJCQkhJSZEfFuHh7mzo0KFDWCyWk+8g6g15NkRV5NkQVZFnQ1SlNp8NVVXJz88nNjb2lAa9F6dOagjPc+4fkKCgIPmQFhVYLBZ5LkSl5NkQVZFnQ1RFng1Rldp6NqSy4+yQcFsIIYQQQggh6ikJCIUQQgghhBCinpKA8DxnNBqZPn165WMTinpLngtRFXk2RFXk2RBVkWdDVEWejQuDdCojhBBCCCGEEPWU1BAKIYQQQgghRD0lAaEQQgghhBBC1FMSEAohhBBCCCFEPSUBoRBCCCGEEELUUxIQnsfefPNNEhMT8fPzo0uXLvz22291XSRRx2bMmIGiKF6pRYsWdV0sUQfWrVvH0KFDiY2NRVEUli5d6rVeVVWmTZtGTEwMJpOJvn37smfPnroprDirTvZsjBs3rsLnyMCBA+umsOKsevbZZ7nkkkswm81ERkYybNgwdu3a5bVNSUkJkyZNIiwsjMDAQP7zn/+QkZFRRyUWZ0t1no1evXpV+Oy47bbb6qjE4lRIQHieWrx4MZMnT2b69Ols3ryZdu3aMWDAADIzM+u6aKKOtW7dmrS0NE/66aef6rpIog4UFhbSrl073nzzzUrXv/DCC7z22mvMmTOHX3/9lYCAAAYMGEBJSclZLqk42072bAAMHDjQ63Pk448/PoslFHXlxx9/ZNKkSfzyyy+sXLkSu91O//79KSws9Gxz33338X//93989tln/Pjjj6SmpjJ8+PA6LLU4G6rzbABMnDjR67PjhRdeqKMSi1Mhw06cp7p06cIll1zCG2+8AYDL5SI+Pp677rqLhx9+uI5LJ+rKjBkzWLp0KVu3bq3roohziKIoLFmyhGHDhgFa7WBsbCz3338/U6ZMASA3N5eoqCjmz5/P6NGj67C04mw6/tkArYYwJyenQs2hqH+OHDlCZGQkP/74Iz169CA3N5eIiAgWLVrEiBEjANi5cyctW7Zk48aNXHrppXVcYnG2HP9sgFZD2L59e2bPnl23hROnTGoIz0M2m40//viDvn37evJ0Oh19+/Zl48aNdVgycS7Ys2cPsbGxNGrUiBtuuIGUlJS6LpI4x+zfv5/09HSvz5CgoCC6dOkinyECgLVr1xIZGUnz5s25/fbbyc7OrusiiTqQm5sLQGhoKAB//PEHdrvd67OjRYsWNGzYUD476pnjnw23hQsXEh4eTps2bZg6dSpFRUV1UTxxinzqugDi1GVlZeF0OomKivLKj4qKYufOnXVUKnEu6NKlC/Pnz6d58+akpaXxxBNP0L17d7Zv347ZbK7r4olzRHp6OkClnyHudaL+GjhwIMOHDycpKYm9e/fyyCOPMGjQIDZu3Iher6/r4omzxOVyce+993LZZZfRpk0bQPvs8PX1JTg42Gtb+eyoXyp7NgCuv/56EhISiI2NZdu2bTz00EPs2rWLL7/8sg5LK6pDAkIhLiCDBg3yzLdt25YuXbqQkJDAp59+yi233FKHJRNCnC/KNxm+6KKLaNu2LY0bN2bt2rX06dOnDksmzqZJkyaxfft2eQ9dVFDVs3Hrrbd65i+66CJiYmLo06cPe/fupXHjxme7mOIUSJPR81B4eDh6vb5Cr14ZGRlER0fXUanEuSg4OJhmzZqRnJxc10UR5xD354R8hojqaNSoEeHh4fI5Uo/ceeedLFu2jDVr1hAXF+fJj46OxmazkZOT47W9fHbUH1U9G5Xp0qULgHx2nAckIDwP+fr60qlTJ1avXu3Jc7lcrF69mq5du9ZhycS5pqCggL179xITE1PXRRHnkKSkJKKjo70+Q/Ly8vj111/lM0RU8O+//5KdnS2fI/WAqqrceeedLFmyhB9++IGkpCSv9Z06dcJgMHh9duzatYuUlBT57LjAnezZqIy7gzv57Dj3SZPR89TkyZMZO3YsF198MZ07d2b27NkUFhYyfvz4ui6aqENTpkxh6NChJCQkkJqayvTp09Hr9Vx33XV1XTRxlhUUFHh9K7t//362bt1KaGgoDRs25N577+Xpp5+madOmJCUl8fjjjxMbG+vV26S4MJ3o2QgNDeWJJ57gP//5D9HR0ezdu5cHH3yQJk2aMGDAgDostTgbJk2axKJFi/jqq68wm82e9wKDgoIwmUwEBQVxyy23MHnyZEJDQ7FYLNx111107dpVehi9wJ3s2di7dy+LFi1i8ODBhIWFsW3bNu677z569OhB27Zt67j04qRUcd56/fXX1YYNG6q+vr5q586d1V9++aWuiyTq2KhRo9SYmBjV19dXbdCggTpq1Cg1OTm5rosl6sCaNWtUoEIaO3asqqqq6nK51Mcff1yNiopSjUaj2qdPH3XXrl11W2hxVpzo2SgqKlL79++vRkREqAaDQU1ISFAnTpyopqen13WxxVlQ2XMBqPPmzfNsU1xcrN5xxx1qSEiI6u/vr15zzTVqWlpa3RVanBUnezZSUlLUHj16qKGhoarRaFSbNGmiPvDAA2pubm7dFlxUi4xDKIQQQgghhBD1lLxDKIQQQgghhBD1lASEQgghhBBCCFFPSUAohBBCCCGEEPWUBIRCCCGEEEIIUU9JQCiEEEIIIYQQ9ZQEhEIIIYQQQghRT0lAKIQQQgghhBD1lASEQgghhBBCCFFPSUAohBDigjZu3DiGDRtWZ+e/6aabmDlzZrW2HT16NLNmzarlEgkhhBBlFFVV1bouhBBCCHE6FEU54frp06dz3333oaoqwcHBZ6dQ5fz5559cccUVHDx4kMDAwJNuv337dnr06MH+/fsJCgo6CyUUQghR30lAKIQQ4ryVnp7umV+8eDHTpk1j165dnrzAwMBqBWK1ZcKECfj4+DBnzpxq73PJJZcwbtw4Jk2aVIslE0IIITTSZFQIIcR5Kzo62pOCgoJQFMUrLzAwsEKT0V69enHXXXdx7733EhISQlRUFO+++y6FhYWMHz8es9lMkyZN+O6777zOtX37dgYNGkRgYCBRUVHcdNNNZGVlVVk2p9PJ559/ztChQ73y33rrLZo2bYqfnx9RUVGMGDHCa/3QoUP55JNPzvzmCCGEENUgAaEQQoh6Z8GCBYSHh/Pbb79x1113cfvtt3PttdfSrVs3Nm/eTP/+/bnpppsoKioCICcnhyuuuIIOHTrw+++/s3z5cjIyMhg5cmSV59i2bRu5ublcfPHFnrzff/+du+++myeffJJdu3axfPlyevTo4bVf586d+e2337BarbVz8UIIIUQ5EhAKIYSod9q1a8djjz1G06ZNmTp1Kn5+foSHhzNx4kSaNm3KtGnTyM7OZtu2bQC88cYbdOjQgZkzZ9KiRQs6dOjA+++/z5o1a9i9e3el5zh48CB6vZ7IyEhPXkpKCgEBAVx55ZUkJCTQoUMH7r77bq/9YmNjsdlsXs1hhRBCiNoiAaEQQoh6p23btp55vV5PWFgYF110kScvKioKgMzMTEDrHGbNmjWedxIDAwNp0aIFAHv37q30HMXFxRiNRq+Ob/r160dCQgKNGjXipptuYuHChZ5aSDeTyQRQIV8IIYSoDRIQCiGEqHcMBoPXsqIoXnnuIM7lcgFQUFDA0KFD2bp1q1fas2dPhSafbuHh4RQVFWGz2Tx5ZrOZzZs38/HHHxMTE8O0adNo164dOTk5nm2OHj0KQERERI1cqxBCCHEiEhAKIYQQJ9GxY0f+/vtvEhMTadKkiVcKCAiodJ/27dsDsGPHDq98Hx8f+vbtywsvvMC2bds4cOAAP/zwg2f99u3biYuLIzw8vNauRwghhHCTgFAIIYQ4iUmTJnH06FGuu+46Nm3axN69e/n+++8ZP348Tqez0n0iIiLo2LEjP/30kydv2bJlvPbaa2zdupWDBw/ywQcf4HK5aN68uWeb9evX079//1q/JiGEEAIkIBRCCCFOKjY2lg0bNuB0Ounfvz8XXXQR9957L8HBweh0Vf8qnTBhAgsXLvQsBwcH8+WXX3LFFVfQsmVL5syZw8cff0zr1q0BKCkpYenSpUycOLHWr0kIIYQAGZheCCGEqDXFxcU0b96cxYsX07Vr15Nu//bbb7NkyRJWrFhxFkonhBBCSA2hEEIIUWtMJhMffPDBCQewL89gMPD666/XcqmEEEKIMlJDKIQQQgghhBD1lNQQCiGEEEIIIUQ9JQGhEEIIIYQQQtRTEhAKIYQQQgghRD0lAaEQQgghhBBC1FMSEAohhBBCCCFEPSUBoRBCCCGEEELUUxIQCiGEEEIIIUQ9JQGhEEIIIYQQQtRTEhAKIYQQQgghRD0lAaEQQgghhBBC1FMSEAohhBBCCCFEPSUBoRBCCCGEEELUUxIQCiGEEEIIIUQ9JQGhEEIIIYQQQtRTEhAKIYQQQgghRD0lAaEQQgghhBBC1FMSEAohhBBCCCFEPSUBoRBCCCGEEELUUxIQCiGEEEIIIUQ9JQGhEEIIIYQQQtRTEhAKIYQQQgghRD0lAaEQQgghhBBC1FMSEAohhBBCCCFEPSUBoRBCCCGEEELUUxIQCiGEEEIIIUQ9JQGhEEIIIYQQQtRTEhAKIYQQQgghRD0lAaEQQgghhBBC1FMSEAohhBBCCCFEPSUBoRBCCCGEEELUUxIQCiGEEEIIIUQ9JQGhEEIIIYQQQtRTEhAKIYQQQgghRD0lAaEQQtQDa9euRVEUPv/887ouylkxY8YMFEUhKyvrrJ5XURRmzJhxVs8phBBCnAkJCIUQ4jylKEq10tq1a+u6qJX69ttvTzt46ty5M4qi8Pbbb9dsoerQzJkzWbp0aY0fNzEx0et5iIyMpHv37ixZsqTGzyWEEOL841PXBRBCCHF6PvzwQ6/lDz74gJUrV1bIb9myJf/888/ZLFq1fPvtt7z55punHBTu2bOHTZs2kZiYyMKFC7n99ttrp4Bn2cyZMxkxYgTDhg2r8WO3b9+e+++/H4DU1FTeeecdhg8fzttvv81tt91W4+cTQghx/pCAUAghzlM33nij1/Ivv/zCypUrK+QDZxwQFhUV4e/vf0bHqCkfffQRkZGRzJo1ixEjRnDgwAESExPruljntAYNGng9F2PGjKFJkya88sor53xAWFhYSEBAQF0XQwghLljSZFQIIeoRl8vFM888Q1xcHH5+fvTp04fk5GSvbXr16kWbNm34448/6NGjB/7+/jzyyCNA1e/IJSYmMm7cOM+y3W7niSeeoGnTpvj5+REWFsbll1/OypUrARg3bhxvvvmm55juVB2LFi1ixIgRXHnllQQFBbFo0aIqt83KymLkyJFYLBbCwsK45557KCkp8dpm5cqVXH755QQHBxMYGEjz5s091+uWmZnJLbfcQlRUFH5+frRr144FCxactKzjxo2rNFh1v+PopigKhYWFLFiwwHMvyt/Pw4cPc/PNNxMVFYXRaKR169a8//77Jz1/VaKjo2nZsiX79+/35G3ZsoVBgwZhsVgIDAykT58+/PLLL571OTk56PV6XnvtNU9eVlYWOp2OsLAwVFX15N9+++1ER0d7nfPXX39l4MCBBAUF4e/vT8+ePdmwYUOl92XHjh1cf/31hISEcPnll5/2dQohhDg5qSEUQoh65LnnnkOn0zFlyhRyc3N54YUXuOGGG/j111+9tsvOzmbQoEGMHj2aG2+8kaioqFM6z4wZM3j22WeZMGECnTt3Ji8vj99//53NmzfTr18//vvf/5KamlppE9cT+fXXX0lOTmbevHn4+voyfPhwFi5cWCGAcxs5ciSJiYk8++yz/PLLL7z22mscO3aMDz74AIC///6bK6+8krZt2/Lkk09iNBpJTk72ClSKi4vp1asXycnJ3HnnnSQlJfHZZ58xbtw4cnJyuOeee07p3lTmww8/9NyrW2+9FYDGjRsDkJGRwaWXXoqiKNx5551ERETw3Xffccstt5CXl8e99957yuez2+0cOnSIsLAwz33o3r07FouFBx98EIPBwDvvvEOvXr348ccf6dKlC8HBwbRp04Z169Zx9913A/DTTz+hKApHjx5lx44dtG7dGoD169fTvXt3z/l++OEHBg0aRKdOnZg+fTo6nY558+ZxxRVXsH79ejp37uxVvmuvvZamTZsyc+ZMr0BTCCFELVCFEEJcECZNmqRW9bG+Zs0aFVBbtmypWq1WT/6rr76qAupff/3lyevZs6cKqHPmzKlwHECdPn16hfyEhAR17NixnuV27dqpQ4YMOe3yVuXOO+9U4+PjVZfLpaqqqq5YsUIF1C1btnhtN336dBVQr7rqKq/8O+64QwXUP//8U1VVVX3llVdUQD1y5EiV55w9e7YKqB999JEnz2azqV27dlUDAwPVvLw8T/7x92fs2LFqQkJChWO6y1deQECA1z10u+WWW9SYmBg1KyvLK3/06NFqUFCQWlRUVGXZVVX7t+nfv7965MgR9ciRI+qff/6pjh49WgXUu+66S1VVVR02bJjq6+ur7t2717Nfamqqajab1R49enjyJk2apEZFRXmWJ0+erPbo0UONjIxU3377bVVVVTU7O1tVFEV99dVXVVVVVZfLpTZt2lQdMGCA599NVVW1qKhITUpKUvv161fhvlx33XUnvCYhhBA1R5qMCiFEPTJ+/Hh8fX09y+5anH379nltZzQaGT9+/GmfJzg4mL///ps9e/ac9jGO53A4WLx4MaNGjfI0t7ziiiuIjIxk4cKFle4zadIkr+W77roL0Dq0cZcT4KuvvsLlclV6jG+//Zbo6Giuu+46T57BYODuu++moKCAH3/88Yyu60RUVeWLL75g6NChqKpKVlaWJw0YMIDc3Fw2b9580uOsWLGCiIgIIiIiaNeuHZ999hk33XQTzz//PE6nkxUrVjBs2DAaNWrk2ScmJobrr7+en376iby8PEB7XjIyMti1axeg1QT26NGD7t27s379ekCrNVRV1fNsbd26lT179nD99deTnZ3tKX9hYSF9+vRh3bp1Fe79uf5eoxBCXEgkILxArFu3jqFDhxIbG4uiKKfcdfmBAwcq7a6+/PsjQojzX8OGDb2WQ0JCADh27JhXfoMGDbwCx1P15JNPkpOTQ7Nmzbjooot44IEH2LZt22kfD7Sg5siRI3Tu3Jnk5GSSk5PZv38/vXv35uOPP640oGvatKnXcuPGjdHpdBw4cACAUaNGcdlllzFhwgSioqIYPXo0n376qdexDh48SNOmTdHpvH9ltmzZ0rO+thw5coScnBzmzp3rCejcyR2wZ2ZmnvQ4Xbp0YeXKlaxatYqff/6ZrKwsPvjgA0wmE0eOHKGoqIjmzZtX2K9ly5a4XC4OHToElH2BsH79egoLC9myZQvdu3enR48enoBw/fr1WCwW2rVrB+D5UmDs2LEVruG9997DarWSm5vrdd6kpKTTvGNCCCFOlbxDeIEoLCykXbt23HzzzQwfPvy0j7Nq1SrPOyCA5/0SIcSFQa/XV5qvHveelslkOqXjOp1Or+UePXqwd+9evvrqK1asWMF7773HK6+8wpw5c5gwYcKpFbqUuxZw5MiRla7/8ccf6d279wmPcXzHNSaTiXXr1rFmzRq++eYbli9fzuLFi7niiitYsWJFlferuqrqKOf4+1UVd2B64403Mnbs2Eq3adu27UmPEx4eTt++fat1zhOJjY0lKSmJdevWkZiYiKqqdO3alYiICO655x4OHjzI+vXr6datmyeAdl/Diy++SPv27Ss9bmBgoNfyqT5/QgghTp8EhBeIQYMGMWjQoCrXW61WHn30UT7++GNycnJo06YNzz//PL169fLaLiwsrELPcEII4RYSEkJOTo5Xns1mIy0trcK2oaGhjB8/nvHjx1NQUECPHj2YMWOGJyCsbq+ioH3p9dVXXzFq1ChGjBhRYf3dd9/NwoULKwSEe/bs8aptSk5OxuVyefX8qdPp6NOnD3369OHll19m5syZPProo6xZs4a+ffuSkJDAtm3bcLlcXrWEO3fuBCAhIaHKcld2v6DyWsXK7kdERARmsxmn01kjAV1lIiIi8Pf39zQDLW/nzp3odDri4+M9ed27d2fdunUkJSXRvn17zGYz7dq1IygoiOXLl7N582aeeOIJz/buznEsFkutXYMQQojTJ01G64k777yTjRs38sknn7Bt2zauvfZaBg4cWOH9nquuuorIyEguv/xyvv766zoqrRDiXNW4cWPWrVvnlTd37twKNV7Z2dley4GBgTRp0gSr1erJc48tV1nAdLwlS5ZQWFjIpEmTGDFiRIV05ZVX8sUXX3gdH/AMbeH2+uuvA3i+QDt69GiFc7lrsdzHGjx4MOnp6SxevNizjcPh4PXXXycwMJCePXtWWe7GjRuTm5vr1Vw2LS2NJUuWVNg2ICCgwr3Q6/X85z//4YsvvmD79u0V9jly5EiV564uvV5P//79+eqrrzxNaUHr3XTRokVcfvnlWCwWT3737t05cOAAixcv9jQh1el0dOvWjZdffhm73e7Vw2inTp1o3LgxL730EgUFBbVyDUIIIU6f1BDWAykpKcybN4+UlBRiY2MBmDJlCsuXL2fevHnMnDmTwMBAZs2axWWXXYZOp+OLL75g2LBhLF26lKuuuqqOr0AIca6YMGECt912G//5z3/o168ff/75J99//z3h4eFe27Vq1YpevXrRqVMnQkND+f333/n888+58847Pdt06tQJ0Gr3BgwYgF6vZ/To0ZWed+HChYSFhdGtW7dK11911VW8++67fPPNN17N5vfv389VV13FwIED2bhxIx999BHXX3+95/22J598knXr1jFkyBASEhLIzMzkrbfeIi4uzjP+3a233so777zDuHHj+OOPP0hMTOTzzz9nw4YNzJ49G7PZXOX9Gj16NA899BDXXHMNd999N0VFRbz99ts0a9asQmcwnTp1YtWqVbz88sueppldunThueeeY82aNXTp0oWJEyfSqlUrjh49yubNm1m1alWlQe2pevrppz3jMd5xxx34+PjwzjvvYLVaeeGFF7y2dQd7u3btYubMmZ78Hj168N1332E0Grnkkks8+Tqdjvfee49BgwbRunVrxo8fT4MGDTh8+DBr1qzBYrHwf//3f2d8DUIIIU5TnfZxKmoFoC5ZssSzvGzZMhVQAwICvJKPj486cuTIKo9z0003qZdffvlZKLEQoiZUZ9iJzz77zCt///79KqDOmzfPk9ezZ0+1devWlR7H6XSqDz30kBoeHq76+/urAwYMUJOTkysMO/H000+rnTt3VoODg1WTyaS2aNFCfeaZZ1SbzebZxuFwqHfddZcaERGhKopSZdkzMjJUHx8f9aabbqry2ouKilR/f3/1mmuuUVW1bPiCHTt2qCNGjFDNZrMaEhKi3nnnnWpxcbFnv9WrV6tXX321Ghsbq/r6+qqxsbHqddddp+7evbtCGcaPH6+Gh4ervr6+6kUXXeR1z9yoZFiOFStWqG3atFF9fX3V5s2bqx999FGlw07s3LlT7dGjh2oymVTA635mZGSokyZNUuPj41WDwaBGR0erffr0UefOnVvlPXFLSEg46RAgqqqqmzdvVgcMGKAGBgaq/v7+au/evdWff/650m0jIyNVQM3IyPDk/fTTTyqgdu/evdJ9tmzZog4fPlwNCwtTjUajmpCQoI4cOVJdvXq1Zxv3fTnRMCBCCCFqlqKqMuLrhUZRFJYsWcKwYcMAWLx4MTfccAN///13hQ4SAgMDq3xn8M033+Tpp5+u9N0gIYQQQgghxPlPmozWAx06dMDpdJKZmen1XsfJbN26lZiYmFosmRBCCCGEEKIuSUB4gSgoKCA5OdmzvH//frZu3UpoaCjNmjXjhhtuYMyYMcyaNYsOHTpw5MgRVq9eTdu2bRkyZAgLFizA19eXDh06APDll1/y/vvv895779XVJQkhhBBCCCFqmQSEF4jff//dq7v1yZMnA9pAwPPnz2fevHk8/fTT3H///Rw+fJjw8HAuvfRSrrzySs8+Tz31FAcPHsTHx4cWLVqwePHiSrt3F0IIIYQQQlwY5B1CIYQQQgghhKinZBxCIYQQQgghhKinJCAUQgghhBBCiHpK3iE8z7lcLlJTUzGbzSiKUtfFEUIIIYQQ4oypqkp+fj6xsbHodFKHVZskIDzPpaamEh8fX9fFEEIIIYQQosYdOnSIuLi4ui7GBU0CwvOc2WwGtGEmQkND67g0Fya73c6KFSvo378/BoOhrotzQZJ7fHbIfa59co/PDrnPtU/uce2Te3xieXl5xMfHe/7WFbVHAsLznLuZqNlsxmKx1HFpLkx2ux1/f38sFot8YNcSucdnh9zn2if3+OyQ+1z75B7XPrnH1SOvRNU+CQiFEEIIIc5TLpfK0SIbaTklpOUWk55XQlaBjRONKladAceCTHoK8mqwoEKIc5YEhEIIIYQQ5yBVVckpsnM4p5jDOcWk5RSTlldCem6JFgDmFZORa8XmdNVSCXzQ/7iPu/s2r6XjCyHOBRIQCiGEEELUAZvDRUZeiRbwHSsmNaeY1Nxi/nXP55RQbHee9DiKAhGBRmKC/IgO8iM80IiPrmIzu+o2vVNVlYPZhazdncXLq5Ix+Phwe6/Gp3x9QojzgwSE9YDT6cRut9d1Mc5bdrsdHx8fSkpKcDpP/ov5Qubr6ytdPwshRDWoqkpesYPDOWWB3uFjxZ7lwznFZOZbq9V8MzzQSIMQEzEWP2KC/YgJ8iMmyOQJAKMsfhj0NfvZbLfbuXfud3xzSM/zy3eiU+C/PSUoFOJCJAHhBUxVVdLT08nJyanropzXVFUlOjqaQ4cO1fsXm3U6HUlJSfj6+tZ1UYQQok45nC4y8q2emr3ygZ67dq/A6jjpcXx9dDQINhEb7Fc61VJc6TQ6yA8/g/4sXFFF/eNUGjdtzGs/7OXZ73ai1ylM6N6oTsoihKg9EhBewNzBYGRkJP7+/vU+mDldLpeLgoICAgMD63XtmMvlIjU1lbS0NBo2bCjPkxDigmZ3ukjLKeHfY0X8e6yYf48Vcah0eviY1nmLqxq1e2EBvqVBnh8Ngv29Ar8GISbCAnzP6c/Tu3o3RlF0vLp6D09/8w+KonDL5Ul1XSwhRA2SgPAC5XQ6PcFgWFhYXRfnvOZyubDZbPj5+dXrgBAgIiKC1NRUHA6HdJEthDivOZwu0nJLPMHev8eKOVQ6PXysmLTc4pMGfL56HTHBfsQGlQV4DYL9PLV8sUEmTL51U7tXk+7t2xSXqvL6D8k8tWwHPjqFsd0S67pYQogaIgHhOeS5555j6tSp3HPPPcyePfuMjuV+Z9Df378GSiaExt1U3bvTRgAAisJJREFU1Ol0SkAohDinOV0qGXklHDrqruFz1/Jpy2m5JThPEvH5+uiICzERH+JPXIiJOM/URINgE+GBRnSVdN5yoVEUhcn9muF0qby1di/Tv/4bk0HPyEvi67poQogaIAHhOWLTpk288847tG3btkaPey43QxHnH3mehBDnCqcL0nJLyCzI14K8o8VetXypOcU4Thbw6XU0KA3wygd78aHafHhA/Qj4qkNRFB4Y0Byrw8X/ftrPQ19uw89Xz1XtYuu6aEKIMyQB4TmgoKCAG264gXfffZenn366rosjhBBC1BlVVckrcZBROt5eel4JmXnaND3XWppfTFaBHvXXdSc8lkGvaB20hJiIC/YnPrQs8IsP9SeintTw1RRFUXhsSEuK7U4W/ZrCfYu34uejo3/r6LoumhDiDEhAeA6YNGkSQ4YMoW/fvicNCK1WK1ar1bOcl5cHaE1Eyw8tYbfbUVUVl8uFy1VbA9bWjrVr13LzzTezb9++au8zfvx4cnJyWLJkSY2XRy3tE9x9Py90jRo14v3336dXr14V1rlcLlRVxW63o9fX3Hsx7mdXhkepXXKfa5/c4xOzO11kFdhIzyshI08L7rSplYz8srxie3U+axV8dArRFqPWhLO0GWd86TQuxESk2Yj+BAGf0+mgno8mVKUTPcvTBzensMTOV3+mMWnRZt65sQPdm4Sf7SKe9+Tz4sTkvpw9EhDWsU8++YTNmzezadOmam3/7LPP8sQTT1TIX7Nmjdf7gj4+PkRHR1NQUIDNZqux8p4NRUVFuFwu8vLyWLRoEZMmTTrh9n/++Sd2ux2Hw+EJkGtDfn5+hbyffvqJoUOHcuDAAYKCgqrc172dW0REBJdeeilPPvkkiYmJtVHc0+ZyuSgqKqr0XtpsNoqLi1m3bh0Ox8m7Uz9VK1eurPFjiorkPte++niPnSrk2SDHBsesSqXTAjuoVK9GzqRXCfKFYF9tqiWV4NJpkC8EGkCn2IECbadiLR1JhSO1dqX1S1XPck8THAjV8edRHf/98A9ua+mkieUsF+4CUR8/L6qjqKiorotQb0hAWIcOHTrEPffcw8qVK/Hz86vWPlOnTmXy5Mme5by8POLj4+ndu7dXb6IlJSUcOnSIwMDAah/7XOHv749Op8NisTB27FiGDRvmWTdixAhat27tFRRHRERgMBjw8fHBYqn+byObzVat8fRUVSU/Px+z2VzhHTp3EG42m094bvd2//zzD2azmT179nDbbbdxww03sHXr1hqtbTtddrsdg8GATqfD39+/0uspKSnBZDLRo0ePGn2u7HY7K1eupF+/ftJZTS2S+1z7LtR77HKpZBfaSMst0VJpc860cikz31qtYRh8dAqRZiNRFiNRFr/SqZEoszYfbfEj0mw8Ye+cF+p9PpdU5x4PGODijkVb+XFPFu8nG1kw7mLaxVX95ajwJs/xidXml/zCmwSEp8jdLHH9+vUcPHiQoqIiIiIi6NChAwMGDKBbt27VPtYff/xBZmYmHTt29OQ5nU7WrVvHG2+8gdVqrRAoGI1GjEZjhWMZDAavDxOn04miKOh0uvNuqAR3eXU6HQEBAQQEBHjW+fr6EhAQQGys90vsiqKgKAovv/wys2bNwmazMXr0aGbPnu25L4mJidxyyy3s2bOHpUuXMnz4cMaNG0fv3r05duwYwcHBAGzdupUOHTqwf/9+EhMT2b9/P7fffju//vorNpuNxMREXnzxRVq1akWfPn0APMH42LFjmT9/fpXXFB0dTXBwMA0aNGDatGnccMMN7Nu3j+bNm/P222/z0ksvcejQIZKSknjssce46aabAJgyZQo7d+5k2bJlAMyePZv77ruP7777joEDBwLQpEkTHn74YSZMmADAe++9x6xZszzXcffdd3PHHXcAcODAAZKSkvjkk0946623+PXXX5kzZw7jxo3zlLey50an06EoSoXnrabU1nGFN7nPte98useqqpJbbCc1p4S03GJSc0tIy9F64UzNKSY1t5iMXCs258mbcRr0ClEWbRiGmGA/YoK08fdigkzEBPkRZfEjLMC3xt7bO5/u8/nqRPfYYIB3xlzM+Hmb2Lgvm1s+2Mwnt15KyxipKjwV8hxXTu7J2SMBYTWlpqYybdo0Fi5cSGxsLJ07d6Z9+/aYTCaOHj3KmjVreOmll0hISGD69OmMGjXqpMfs06cPf/31l1fe+PHjadGiBQ899FCN1xqpqkqxvW5eljAZ9LXeQ+WaNWuIiYlhzZo1JCcnM2rUKNq3b8/EiRM927z00ktMmzaN6dOnA1ot7cnceeed2Gw21q5di9lsZseOHQQGBhIfH88XX3zBf/7zH3bt2oXFYsFkMlW7vO5tbTYbS5Ys8Qw30rdvX5YtW8b48eOJi4ujd+/e9OzZk/feew+n04ler+fHH38kPDyctWvXMnDgQA4fPszevXs97/0tXLiQadOm8cYbb9ChQwe2bNnCxIkTCQgIYOzYsZ4yPPzww8yaNYsOHTqcdzXJQojqUVWVo4U2DucUe4255x5v799jRRTaTv67QVEg0mz0jK8XE+RHTLCJ2HLT+jIMgyjjZ9Dz3tiLuel/v7I5JYcb3/uVz27rSqOIwLoumhCimiQgrKYOHTowduxY/vjjD1q1alXpNsXFxSxdupTZs2dz6NAhpkyZcsJjms1m2rRp45UXEBBAWFjY/7d353FRlfsfwD8zw2wwzLDvq6K4Cy4oLoiKmmtWlmmZWNpP00y9dduzurfsVlZmlt26aVqZLWqLLS4Jau6ioqIoLoCy7zszzJzfHwOjI6CAwIDzeb9e84I585wz3zkeh/nMec7z1FreHMp1enR75c9m325DJLw+Braylj3cHB0d8dFHH0EikaBLly4YP348du7caRYIR4wYgX/84x+m+w0JhKmpqRg/fjx69uwJsViMDh06mB5zcnICALi5uZnOMDZEeno63n33XXh7eyM4OBhz585FdHS06QzekiVLcODAAbz77rsYPnw4hg4diuLiYhw7dgx9+/bF7t278cwzz2DLli0AjAPxeHt7IygoCACwdOlSLF++HPfeey8AIDAwEAkJCfj000/NAuGiRYtMbYiofRIEY3fO68Pe1RuCX0O+DHS2k107q1cd8jw1xknWa87uSSXtq8cJtQ47uQ3WzArDQ58fwKmrRZjxv0P4cd4geGj4RSNRe8BA2EAJCQlm1+jVRalUYtq0aZg2bRpyc3NbqTKq0b17d7Ozqp6enrXOwPbr16/R212wYAHmz5+P3bt3IyoqCvfdd1+T54v08fGBIAgoKytD79698eOPP0Imk+HMmTN4/PHHzdoOHjwYK1asAAA4ODigd+/eiImJgUwmg0wmw+OPP46lS5eipKQEsbGxGDZsGACgtLQUFy5cwGOPPWYWhquqqmoNfNOU/UFEra9Cp8eV/HKk5JUiJbcMyXllSM0rQ3KucaL1igaMyumulpvNtefjaGsajdPLQQmF1PLXMlP7pVFKsXZWGB5YvR8Xc0ox43/GM4UOtre+Vp+ILIuBsIGcnZ1RWVlZ5/V79bVvipiYmCat1xBKqQQJr49pse3f6rlb2o19zUUiUa1pIq6/HhG4dm1fzdQSQO1hjmfPno1BgwZh9+7d2LFjB5YtW4bly5fjySefbHSNe/bsgVqthpubG+zt7Ru1bmRkJGJiYiCXyzFs2DA4OTmha9eu2Lt3L2JjY01nPktKjKPtffbZZxgwYIDZNm7shnzj/iAiy6jp1pmSV2a85Rp/1gS/jKIKCDcZsEUkAtztFWZhzxT6HI3X8cltGPioZbmo5Fj3WBju+2QfzmeV4NG1h/HV7AEt3kOIiG4P/4c2gkajQXh4OIYPH47hw4dj4MCB7eqCV5FIxDflG7i6ugIwduF0dHQEYBxU5kY+Pj6YO3cunnjiCTz//PP47LPP8OSTT5pGKdU3cCKrwMDAOruWdu3aFX///bdZd86///7brHvysGHD8MUXX8DGxsY0kExkZCQ2bNiAc+fOma4fdHd3h5eXFy5evIiHHnqoQXURUcvT6Q1IKyhHcnXYqwl+NaGvpPLmU7nYySTwc7aDv5Mt/Jxt4etka/zdyRZeDkrIbNidkyzPx9EW6x8bgPtX70dcSgGe+DoOnz3Sj92NidowpoNGWL16NWJiYvDFF1/g1VdfhVKpxKBBgzBixAgMHz4c/fv3bxPTB1DDBQUFwdfXF6+++ireeOMNnDt3DsuXLzdrs3jxYkRERCAkJASFhYXYtWsXunbtCgDw9/eHSCTCr7/+inHjxkGpVEKlavyF9M888wweeOABhIaGIioqCr/88gs2bdqEHTt2mNpERESguLgYv/76K9566y0AxkA4ZcoUeHp6onPnzqa2r732GhYuXAiNRoO77roLlZWVOHLkCPLz882mLSGi5iUIAgq1wP6LubicV4ELWSW4kF2K5LxSpBVUQH+LeRk81Ar4ORtDXk3w86sOfU52shYfnIuoOXR2t8cX0f3w0OcHEZOYjae/P4H3HwjhgENEbRQDYSNER0ebhuW/ePEiYmJiEBsbi9WrV+Oll16CnZ0dhg4diq1bt1q2UGowqVSKDRs2YN68eejVqxf69++Pf//737j//vtNbfR6PZ555hmkpaVBrVbjrrvuwvvvvw8A8Pb2xmuvvYbnnnsOs2bNwiOPPFLntBO3MnnyZKxYsQLvvvsunnrqKQQGBmLNmjWms36AcdCcnj17IjMzE126dAFgDIkGg8F0/WCN2bNnw9bWFu+88w6eeeYZ2NnZoWfPnli0aFGjayOi2nR6A5Jzy5CUVYIL2dW3rBIkZZegtNIGOHq0zvXkNmJTwDMFv+qfPo62vI6P7hh9/Z3wycN9MefLI/jpeBocbWVYOrEbv9QgaoNEgnCzqxKoIS5duoT//e9/WLlyJUpKShrcfbA5FBUVQaPRICcnp9bE9JcuXUJgYGC7m04gJiYG0dHRuHz5sqVLAQAYDAYUFRVBrVa3uzkdmyIgIABr1641C6M1Wuq40ul0+O233zBu3Lh21Q27veF+bryiCp3pLN+F7BJTAEzJLUNVPWf7RBDg72yHIDcVOrqp0NFFhQAXO/g728KV0zI0Cx7LLa+59vGWY1exaONxAMDToztjwYhOzVRh+8fj+OZqPuMWFhZCrebcli2JZwibICUlBbt27UJMTAxiYmKQk5ODgQMH4umnn651poaIiNq+4godzmWW4HxmMc5lluBcZjHOZRYjq7iy3nXsZBJj4HNVoaOrHTq6quDvpMCZQ7sxacIQfsAjAjA51Bt5pVq8/msC3t12Dk52ckwf4GfpsojoOgyEjfDoo48iJiYGeXl5GDx4MIYOHYrHH38c/fv3h40NdyURUVtXpq1CUlYJEjOKcb7mZ2Yx0gor6l3HXS2vDn0q41k/VxU6utnBQ62o1f1Np9Ph/J3fkYCoUR4dEoi8Ui0+2pWEl7achKOtFGN7elq6LCKqxhTTCGvXroWfnx9efPFFjBw5EqGhoewL3wICAgJ4rZsFLVq0CAEBAZYug+i2VOj0uJBdc6bPeOYvMbMYV/LL652+wV0tR2d3e3R2t0ewuz06uRsDoL2CZ/qIbtc/RndGbqkWGw6l4Klvj0OjlGJQkIulyyIiMBA2ypkzZ0xdRZcvX47KykoMGTIEw4YNQ2RkJPr06WMV15i1NAZCy+K+p/ZEW2XApZxSJGYWV3f3NAbA5NxS1Degp4tKZgp+ndxVxvDnZg+NLYMfUUsRiUT49+QeyC/V4o/TGZiz7gi+fTwcPX00li6NyOoxEDZCcHAwgoODMXfuXABAQkICYmNjsWvXLrz77ruoqKjAkCFD8Ouvv1q4UiKiO4sgCLhaUI6z6cYzfWfSi5CYUYxLOaX1Du7iYCutDn4qUwDs7G4PJztZK1dPRAAgEYvwwYMhmLXmMPZfzMXMNYfww9xwdHBt/HRNRNR8GAhvQ7du3eDs7AxHR0c4Ojri22+/xe+//27pssxwEFlqTjyeqDUUVeiQmFGMsxnFOFsd/BIzilFcz8Tt9nIb45k+D+OZvmAP45k/V5Wc3fqJ2hiFVIL/PtIX0z47gFNXizBzzSFsmjcYrvZyS5dGZLUYCBspKysLMTExpq6j586dg0wmQ1hYGBYvXozhw4dbukQAMI1uV1ZWBqVSaeFq6E6h1WoBABIJ50qj21elN3b3PJNRjMSMIpxNN4bAqwXldbaXSkTo6KpCV081gj2Mwa+Lh32dg7sQUdtlr5Bi7aww3PvxPqTkleGxLw/j28cHwlbGj6VElsD/eY3QtWtXnDt3DjY2Nujfvz+mTJmCyMhIDB48uM3N9SeRSODg4ICsrCwAgK2tLT8wNZHBYIBWq0VFRYVVXyNqMBiQnZ0NW1tbjqpLjSIIArKLK2sFv6SsEmj1hjrX8dIojIHPU40uHvbo4qFGB1c7SCXW+3+Q6E7iopJj7az+uO+TfYi/UogF3xzDf2f0hQ3/jxO1On6qa4TJkydj+PDhGDJkCGxtbS1dzi15eHgAgCkUUtMIgoDy8nIolUqrD9VisRh+fn5Wvx+ofjq9AUlZJTiTXoSEtCIkpBfhTHoR8st0dba3k0mqz/ap0dXTGPyC3TnAC5E16OCqwucz+2P6Zwfw19ksvPzTKbx5T0/+jSFqZQyEjbBs2TJLl9AoIpEInp6ecHNzg05X94cxujWdTofdu3cjIiLC6iealslkVn2WlMwVlutwpjrw1YS/85l1n/UTi4AAFzt09VCbunp29VTD20EJsZgf/oisVV9/R3w4LRRzvzqKDYdS4e2gxIIRnSxdFpFVYSBsoLfeegtPPfVUg67HO3jwIHJycjB+/PhWqOzWJBIJr/m6DRKJBFVVVVAoFFYfCMk6CYKAK/nlprN9NeHvSn7d1/rZy23Q1VONbl5qdPNUo4uncXRPhZTvQ0RU25juHnh1Yncs/fk03t12Dp4aJe7r62PpsoisBgNhAyUkJMDPzw/3338/Jk6ciH79+sHV1RUAUFVVhYSEBOzduxdfffUV0tLSsG7dOgtXTETUeJVVepzPLKkV/oor6h7h09tBaRb+unup4ePI7tVE1DgzBwUgraAcn+6+iGd/jIebWo6hnVwtXRaRVWAgbKB169bhxIkT+OijjzB9+nQUFRVBIpFALpejrKwMABAaGorZs2cjOjq6zQ0yQ0R0o4IyrSnwJVSHv6Sskjrn9ZNKROjkZm8W/rp5qnmtHxE1m2fv6oK0wgr8ciIN876Kw3f/F45uXmpLl0V0x2MgbITevXvjs88+w6effor4+HgkJyejvLwcLi4uCAkJgYuLi6VLJCKqU1GFDseTc7Hzqgh/fHsCp9KLkJpXd5dPjVKKrp726OapMYW/IDcVZDa8fpSIWo5YLMK79/dCVlEFDl7Kw6y1h7D5icHwcuD0WUQtiYGwCcRiMUJCQhASEmLpUoiIainX6nEqrRAnUgtw8mohTl4pxMWc0upHJQAyTW39nGzNw5+XGl4azutHRJYht5HgvzP6YcrqfTifVYLoNYfw/dxB0CjZG4GopTAQEhG1YwaDgIs5JTiWUoDjqcbb2Yxi6Ovo9unjoICLuAxRfYMR6u+EHl4advkkojZHYyvF2kfDcM+qv3EuswT/t/4Ivnw0DHIbDkxF1BIYCImI2pHs4srq4JePE6mFOHGloM4BX9zs5ejt64DePhr09HFAT28N7GUi/PbbbxgXEcgRc4moTfN2UGLNrP6Y+ukBHLiYh2e+j8cHU0M4TQ1RC2AgJCJqoyp0epy6WojjqQU4llqA4ykFuFpQ+7o/pVSCnt4ahPg5IMTXePOso9sn5yMlovaku5cGnzzcB7PWHMbPJ9Lg5aDEc2O7WLosojsOAyERURtg7PpZajr7dzy1AGfTi2uN+CkSAUGuKmPwqw6Awe72sJFwwBciuvMM7eSKt+7rhae/P4HVsRcQ4GyLB8P8LF0W0R2FgbCRdDodlEoljh8/jh49eli6HCJqp3JLKk3X/NXc6ur66WovN531C/V1QE8fDewV7O5JRNZjSl8fpOSV4cOd5/HSllPwdbLF4CCO7E7UXBgIG0kqlcLPzw96vd7SpRBRO6GtMuBMehGOpeSbun8m55bVaqeQio1dP30dEOLriBA/B474SUQEYHFUJ1zOKcXPJ9Iw96uj2PzEIAS52Vu6LKI7AgNhE7z44ot44YUXsH79ejg5OVm6HCJqQwRBQFphhTH8pRjD38mrhdBWGWq17ehqh1A/R9MZwGAPe0jZ9ZOIqBaRSIS3p/RCWkE5jiTnY9baw9j8xGC4qOSWLo2o3WMgbIKPPvoISUlJ8PLygr+/P+zs7Mwej4uLs1BlRNTayrRViL9SPfBLSj6OpRQgq7iyVjsHWylCfR0Q6ueIUD8H9PJx4LxaRESNoJBK8OmMvrjn431IySvD4+uO4Js5A6GQcjoKotvBQNgEkydPtnQJRGQB1w/8UhP+EjNrz/lnIxahq6caoX4OCPUzdv8McLZl108iotvkrJLji+j+uPfjvxGXUoBnfojHCk5HQXRbGAibYOnSpZYugYhaQUGZtjr81Uz7kI+iOgZ+8dQojOGv+rq/Hl4aKGX8xpqIqCUEuamw+uG+eOSLQ/jlRBoCnG3xj9HBli6LqN1iIGyigoIC/PDDD7hw4QKeeeYZODk5IS4uDu7u7vD29m7QNpYtW4ZNmzbh7NmzUCqVGDRoEP7zn/8gOJhvakStrUpvwNmMYhyrPvt3PKUAF3NKa7VTSMXo5V1z5s849YOnRmmBiomIrNegIBe8eW9P/POHeKz8KwkBzna4r6+PpcsiapcYCJsgPj4eUVFR0Gg0uHz5MubMmQMnJyds2rQJKSkpWLduXYO2Exsbi/nz56N///6oqqrCCy+8gNGjRyMhIaHWdYlE1LwyiypM3T6PpRQg/moBKnS1B37p4GKHED8H0/V/HPiFiKhteKCfLy7llOKTmAt4blM8vB2VGNjB2dJlEbU7DIRNsGTJEkRHR+Ptt9+Gvf21IY/HjRuH6dOnN3g7f/zxh9n9tWvXws3NDUePHkVERESz1Utk7Sp0epy6Wljd9dN49i+tsKJWO7XCBr2vG/glxMcBjnYyC1RMREQN8czoYKTklmHryXT833rjdBQdXFWWLouoXWEgbILDhw/j008/rbXc29sbGRkZTd5uYWEhANx0KovKykpUVl4bwbCoqAgAoNPpoNPpmvzcVL+a/cr923Kacx8LgoCUvHLjZO9XCnHiSiHOpBej6oaBX8QioLO7PUJ8NQjxMc79F+hsW2tggjvp353HcsvjPm4d3M8trz3t47fu6YYr+WU4caUQs9Ycxvf/FwZH27b/ZV572seWwP3SekSCIAi3bkbXc3Nzw59//onQ0FDY29vjxIkT6NChA7Zv345HH30Uqampjd6mwWDApEmTUFBQgL1799bb7tVXX8Vrr71Wa/k333wDW1vbRj8vUXun1QMpJcDFYhEuFYuQXCJCaVXt0ebUUgH+KgEB9gICVAJ8VYCc474QEd0RirTA+6ckyKsUoaO9gCe66WHD3v3tWllZGaZPn47CwkKo1WpLl3NHYyBsgtmzZyM3NxffffcdnJycEB8fD4lEgsmTJyMiIgIffPBBo7c5b948/P7779i7dy98fOq/KLquM4S+vr5IT0+HszP7zbcEnU6H7du3Y9SoUZBKOW9cS2jMPs4tqcTRlAIcTS7A0ZQCnE4rqnX2T2YjRndPe+OgLz4ahPhq4KlRWP20DzyWWx73cevgfm557XEfn88swQOfHUJJZRUm9/bE2/f1aNPv++1xH7emoqIiuLi4MBC2AnYZbYLly5djypQpcHNzQ3l5OYYNG4aMjAyEh4fjjTfeaPT2FixYgF9//RW7d+++aRgEALlcDrlcXmu5VCrlm0kL4z5ueTfuY0EQcCG7FEeT83D4cj6OJufjUh0jf7qr5egX4IS+fo7o6++Irp5qyPjVcL14LLc87uPWwf3c8trTPu7m44iPH+qDWWsPY8uJdHRws8fCkZ0sXdYttad93Jq4T1oPA2ETaDQabN++HXv37kV8fDxKSkrQp08fREVFNWo7giDgySefxObNmxETE4PAwMAWqpiofaisMiA+LQ9HLufj8OV8xKXkI69Ua9ZGJAI6u9mjX4Cj8ebvBB9HZZv+FpiIiFpHRGdXvH53d7y4+RTe234O/s62uDukYdOBEVkrBsImqKiogEKhwJAhQzBkyJAmb2f+/Pn45ptv8NNPP8He3t40II1Go4FSyXnN6M5XUKbF0eR8HLyYgx2nJHjm8F/QVplP/SC3EaO3rwP6V4e/Pn6O0NjyW0MiIqrbQwP8cTmnFJ/tuYRnfoiHj6MSff3rH7CPyNoxEDaBg4MDwsLCMGzYMAwfPhzh4eFNCnCffPIJACAyMtJs+Zo1axAdHd0MlRK1HcbRP8tw5HI+jiQbzwKezyq5roUIgAHOdjLTmb9+AY7o7qVh908iImqU58Z2xeXcMmxPyMScdcbpKPydOcczUV0YCJtgx44d2L17N2JiYvD++++jqqoK/fr1w7BhwxAZGYlRo0Y1aDscz4fuZDq9AQlpRTiSnI8jl/NwJDkf2cWVtdp1cLVDXz8H2BSk4NGJEQhy17D7JxER3RaJWIQVD4Zg6qcHcPJqIR5dexib5g1mDxOiOjAQNkFNV9EXXngBVVVVpnkJ3377bbz11lvQ6/WWLpGo1RVX6BCXUoCjl40DwBxPLUC5zvz/glQiQi8fB/TzNw7+0tffEc4qOXQ6HX77LRkBznYMg0RE1CxsZTb4fGY/TF71Ny5kl2Le10exdlYYe50Q3YCBsInOnTuHmJgY062yshITJkyo1f2T6E51taDceObvcj6OJOcjMaMIN8z+AI1Sagx/AY7oH+CEnt4aKKSc/I+IiFqHu1qB/83sj/tX78O+C7l4ecspvHVfT375SHQdBsIm8Pb2Rnl5OSIjIxEZGYlnn30WvXr14psL3bH0BgFnM4pwNNk4+ufRy3lIK6yo1c7PydZ0/V//AEd0dFVBLOb/CyIispxuXmqsnB6K2V8ewcYjqRCJgJcmdINKzo/BRAADYZO4urri7NmzyMjIQEZGBjIzM1FeXg5bW1tLl0bULMq0VTieUoAjyfk4fDkPx1IKUFJZZdZGIhahu5faNPhLP39HuKkVFqqYiIiofiO6uOP1u3vg5Z9O4dvDqdhxJgvPjOmMKX19IeEXl2TlGAib4Pjx4ygoKMDu3bsRGxuLF154AQkJCQgJCcHw4cObNDk9kSVlFVVUD/5iHAH0dFoR9Df0/1TJbdDH3xj8+vk7IsTPAbYyvoUQEVH78PBAfwQ42+GlLSdxObcMz/54El/uS8ZLE7piUEcXS5dHZDH8NNdEDg4OmDRpEgYPHoxBgwbhp59+woYNG3Dw4EEGQmrTDAYBSdklxvBXPfpnSl5ZrXZeGgX6BTiZuoAGe9jzW1QiImrXhnRywbbFw7Bu/2Ws2HkeCelFmP7ZQYzq5o4XxnVFoAunpiDrw0DYBJs2bTINJpOQkAAnJycMGTIEy5cvx7BhwyxdHpGZcq0eJ64U4GhyvulWWK4zayMSAV081OgfYBz5s1+AE7wdGj+3JhERUVsnsxFj9tAOuLePDz7YcQ5fH0zB9oRMxCRmYWZ4AJ4c2QkaJaenIOvBQNgEc+fORUREBB5//HEMGzYMPXv2tHRJRCYZhRU4kpxnCn8JaUWouqH7p1IqQaifcfqHfgFOCPVzgL2Cf/yIiMh6ONnJ8PrdPTBjoD/+vfUMYs9l4/O9l/Bj3BUsGdUZ08L8YCPhFBV052MgbIKsrCxLl0AEAKjSG3A2o9js7N/VgvJa7TzUCvQNcERfP+MZwG5eakj5R46IiAid3O3x5aNhiEnMwr+3nkFSVgle/uk01u1PxovjuyIy2M3SJRK1KAbCJtLr9diyZQvOnDkDAOjWrRvuvvtuSCScY41aTlZRBY6lFuBYSgGOpeQj/kphrcnfxSLjENt9/RzRN8AJff0d2f2TiIjoFiKD3TAkyAUbDqXgve3ncD6rBNFrDmNYZ1e8NL4rOrnbW7pEohbBQNgESUlJGDduHK5evYrg4GAAwLJly+Dr64utW7eiY8eOFq6Q7gSVVXqcTisyhb9jKQV1nv2zV9igT/WZv37+jujt6wA7zq1ERETUaDYSMWaEB2BSiDdW7jyPL/dfRuy5bOxNysFDA/ywKKoznOxkli6TqFnxU2MTLFy4EB07dsSBAwfg5OQEAMjNzcXDDz+MhQsXYuvWrRaukNobQRBwJb+8+uyfMfwlpBVBqzeYtROLgM7u9gj1c0SonwP6+DmggwsnfyciImpOGqUUL03ohocG+mPZb2ewLSET6/YnY/Oxq3hqZCc8Eh4AmQ0vvaA7AwNhE8TGxpqFQQBwdnbGW2+9hcGDB1uwMmovSiurcOJKTdfPAhxPLUBOSWWtds52MlP4C/VzQC8fB6h49o+IiKhVBLrY4b+P9MO+Czn4169ncCa9CP/eegZfHUjG4xEdERboyC9mqd3jJ8smkMvlKC4urrW8pKQEMhm7EZA5g0HAxZwSxKVcu/bvXGYxbhj4E1KJCN28NAj1dag+++cIH0clRCL+kSEiIrKkQR1d8OuTQ/DD0VS88+c5XM4twwubTwIA1Aob9PF3RB8/4623r4Yjd1O7wkDYBBMmTMDjjz+O//3vfwgLCwMAHDx4EHPnzsWkSZMsXB1ZWkGZFsdTC6oDYD6OpxaguKKqVjtvByVC/ByqA6AjunupoZByUCIiIqK2SCIWYWp/P4zv5YW1f1/C7vM5iL9SgKKKKsQkZiMmMRvAtcs7+vgbR/fu4++IAGdbfsFLbRYDYRN8+OGHmDlzJsLDwyGVGr8BqqqqwqRJk7BixQoLV0etqWbah5pr/46nFOBiTmmtdgqpGL28HRDq74BQX2MXUHe1wgIVExER0e1QyW2wYEQnLBjRCTq9AWfSixCXnI+4lALT9E9nM4pxNqMY3xxMAWCc8zDU18F0JrG3rwZS5kNqIxgIm8DBwQE//fQTkpKSTNNOdO3aFUFBQRaujFpaVlGF8cxfqnHgl5N1TPsAGK85qOn6GerniGAPe877R0REdIeRSsTo5WO8xj+6ehgJ42cF49zAcSkFOHm1EHmlWuw8m4WdZ41zWUvEInTxUMFJL4buRDoGdHDhZSJkMQyEjWAwGPDOO+/g559/hlarxciRI7F06VIolZzj7U5UoTNO+3D0ci5+PyfGfxJ2I62wolY7e7mNWdfPEF8HOHJIaiIiIqvkplbgrh6euKuHJ4Br00jFJRu/TD6anI+MogqcTisGIMaeH4zXIrqo5Ojj54C+/sZupj29NbyUhFoFA2EjvPHGG3j11VcRFRUFpVKJFStWICsrC1988YWlS6PbVDPtQ1z1lA/HUguQkFYInb5m5BcxgAqIRECwu73xzF9118+OrhxdjIiIiOomt5GYBpypkVZQjsMXc7Bpz3HkSxxwJr0YOSWV2JaQiW0JmQCuDTbXp3qgub7+jvBy4EkIan4MhI2wbt06fPzxx/i///s/AMCOHTswfvx4fP755xCL2R2wPak97UM+ckq0tdo528nQ20cDZVkGpkaFoU+AC6d9ICIiotvi5aDEuJ4eQKoB48YNhB5inLpaWN3NNB9Hk43TUZ1ILcCJ1AKs+fsyAMBDrUAff2NA7ONvHJBObsOziHR7+Mm2EVJSUjBu3DjT/aioKIhEIqSlpcHHx8eCldHNNHTaBxuxCN291Nfm/fN1hK+TElVVVfjtt98Q3sEZUin/yxAREVHzUkgl6BfghH4Bxjmur++5FJecj6Mp+TiTXoyMogr8djIDv53MAADIbMTo6X3tLGIff0cOWkeNxk+3jVBVVQWFwvw/mVQqhU6ns1BFdCO9QcClnFKculqIk9W3hLQilFTWnvbBS6Mwm/S9uxf76hMREZHliUQi+DrZwtfJFneHeAMAyrRViL9iPIt4LMU4YE1eqRZHk40D2ACXABintTKOZmq8HrGrp5oD29FNMRA2giAIiI6OhlwuNy2rqKjA3LlzYWdnZ1q2adMmS5RndfQGARezS0zB71R1+CvV1h710zTtQ3X4C/F1hIeG36ARERFR+2Ars8HADs4Y2MEZgPFz6eXcsuopL4yh8FxmMa4WlONqQTl+OZEG4NpnoJqQ2MffES4q+c2eiqwMA2EjzJw5s9ayhx9+2AKVWJ8qvQEXsktNwa/mzF9dUz4opGJ081Sjp7cGPapvQW4qfjtGREREdwyRSIRAFzsEutjhvr7GS5dKKqtwIrXAdC3isZQCFJbrcOhyHg5dzjOt6+9sWz3QjTEgBrvbw4afk6wWA2EjrFmzxtIlWAWd3oCkrBKz8HcmvQgVOkOttkqpBN291OjhrTEFwI6udnxTIyIiIqujkttgcJALBge5AKgZR6HUdBYxLiUf5zJLkJxbhuTcMmw+dhUAYCuToLdPzZQXxnEUOIWW9WAgJIvSVhlwLrMYp9Nqrvkrwtn0IlRW1Q5/djIJunsZQ19PH+MZwEAXFSSc8oGIiIioFrFYhCA3FYLcVHigvy8AoLBch+OpBaaQeDylAMWVVdh/MRf7L+aa1u3gYlfdzdQYEju52fMz1x2KgZBaTUllFRIzinEmvQgJ6UU4dbUQZ9OLodXXDn/2cht091ajh5cGPX2MITDQ2Y7z/RERERHdBo1SimGdXTGssysA45gMSVklpm6mcSn5uJhdios5xtsPR68AMH42C7luNNMQXwdolFJLvhRqJgyE1OwMBuNQyWcyinAm3Xg7m1GM5NyyOturFTamLp/dq3/6O9ky/BERERG1MIlYhGAPewR72GP6AD8AQH6pFsdS8xGXbLwe8cQV41nEPedzsOd8DgBAJAKCXFXGbqbVZxE7uKj4+a0dYiCkRhMEAbmlWlzNN45idTW/HFfyy3C1oBxX8suRmldW50ifAOCulqOLhxpdPdXo4W3s9unnZAuRiG8eRERERG2Bo50MI7q4Y0QXdwDGwf0SM4uru5kWIC4lH8m5ZTifVYLzWSX49nAqAOPZx9Dqs4h9/R3R29cBKjnjRlvHf6E2YNWqVXjnnXeQkZGB3r17Y+XKlQgLC7N0WSaFZTocuJSLAxdzEZecj/NZJSirJ/DVkEnE6OSuQldPNbp42KObpxpdPNVw4gXKRERERO2KjUSM7l4adPfSYEa4cVlOSaVZQIy/YhzRNCYxGzGJ2QAAsQjo7G5/3VlERwQ480RAW8NAaGEbN27EkiVLsHr1agwYMAAffPABxowZg8TERLi5uVmkpsIy4/DEBy4aQ2BCehEEwbyNSAS42cvh7aCEj6MtvB2V8HZQwttRCV9HJfyd7TjNAxEREdEdykUlx+juHhjd3QOAcZT4M+lFiEvOx9EU46A1VwvKcTajGGczivH1wRQAgJOdDH38HBDqZwyJvX01sJUxklgS976Fvffee5gzZw5mzZoFAFi9ejW2bt2KL774As8991yr1FBQpsWhS3k4cNEYAs9k1A6AHVztEN7BGQM6OKObpxq+TkrIbSStUh8RERERtW1SiRi9fBzQy8cB0YONyzKLKq6b8qIAJ68UIq9Uix1nsrDjTBYA4zWMXT3tTd1M+/g5wsdRacFXYn0YCC1Iq9Xi6NGjeP75503LxGIxoqKisH///kZt670d52Gryrxlu8oqA/LLdMgv1SKvVIv8Mi0yiirqDIADAp0xsIMTBnZwhrta0ah6iIiIiMi6uasVGNvTE2N7egIAKqv0OJ1WdC0kJhcgo6gCp64W4dTVIqzbnwzAePaxuytjSmvhnragnJwc6PV6uLu7my13d3fH2bNn61ynsrISlZWVpvtFRUUAgPUHUiGW2za5lg4udhgQ6IiwAEeEBTrBzV5u9rhOp2vyttu7mtduzfugpXEftw7u55bHfdw6uJ9bHvdxy7PGfSwG0NNThZ6eKswcaJwXMb2wAnEpBTiWarwlpBUjp6QSu3LzLVusFREJwo3nhqi1pKWlwdvbG/v27UN4eLhp+T//+U/Exsbi4MGDtdZ59dVX8dprr9Va/tB/voVMYR4I67pcVyIC7KQC7GwAlY3xd0c5YM9pZIiIiIjIwrR6ILUUSMopxydLpqGwsBBqtdrSZd3RGAgtSKvVwtbWFj/88AMmT55sWj5z5kwUFBTgp59+qrVOXWcIfX19kZ6eDmdn59Yo2+rodDps374do0aNglTK5NwSuI9bB/dzy+M+bh3czy2P+7jlcR/fXFFREVxcXBgIWwG7jFqQTCZD3759sXPnTlMgNBgM2LlzJxYsWFDnOnK5HHK5vNZyqVTKN5MWxn3c8riPWwf3c8vjPm4d3M8tj/u45XEf1437pPUwEFrYkiVLMHPmTPTr1w9hYWH44IMPUFpaahp19FZqTvAWFxfzP04L0el0KCsrQ1FREfdxC+E+bh3czy2P+7h1cD+3PO7jlsd9fHM142SwM2PLYyC0sKlTpyI7OxuvvPIKMjIyEBISgj/++KPWQDP1yc3NBQAEBga2ZJlERERERK2uuLgYGo3G0mXc0XgNYTtXUFAAR0dHpKSk8D9LC6m5TjM1NZV92FsI93Hr4H5uedzHrYP7ueVxH7c87uObEwQBxcXF8PLyglgstnQ5dzSeIWznav6DaDQavpm0MLVazX3cwriPWwf3c8vjPm4d3M8tj/u45XEf148nO1oH4zYREREREZGVYiAkIiIiIiKyUgyE7ZxcLsfSpUvrnIqCmgf3ccvjPm4d3M8tj/u4dXA/tzzu45bHfUxtBQeVISIiIiIislI8Q0hERERERGSlGAiJiIiIiIisFAMhERERERGRlWIgJCIiIiIislIMhG3cqlWrEBAQAIVCgQEDBuDQoUM3bf/999+jS5cuUCgU6NmzJ3777bdWqrR9a8x+Xrt2LUQikdlNoVC0YrXtz+7duzFx4kR4eXlBJBJhy5Ytt1wnJiYGffr0gVwuR1BQENauXdvidbZnjd3HMTExtY5jkUiEjIyM1im4HVq2bBn69+8Pe3t7uLm5YfLkyUhMTLzlenxfbpym7Ge+LzfOJ598gl69epkmRA8PD8fvv/9+03V4HDdeY/czj2OyFAbCNmzjxo1YsmQJli5diri4OPTu3RtjxoxBVlZWne337duHadOm4bHHHsOxY8cwefJkTJ48GadOnWrlytuXxu5nAFCr1UhPTzfdkpOTW7Hi9qe0tBS9e/fGqlWrGtT+0qVLGD9+PIYPH47jx49j0aJFmD17Nv78888WrrT9auw+rpGYmGh2LLu5ubVQhe1fbGws5s+fjwMHDmD79u3Q6XQYPXo0SktL612H78uN15T9DPB9uTF8fHzw1ltv4ejRozhy5AhGjBiBu+++G6dPn66zPY/jpmnsfgZ4HJOFCNRmhYWFCfPnzzfd1+v1gpeXl7Bs2bI62z/wwAPC+PHjzZYNGDBA+L//+78WrbO9a+x+XrNmjaDRaFqpujsPAGHz5s03bfPPf/5T6N69u9myqVOnCmPGjGnByu4cDdnHu3btEgAI+fn5rVLTnSgrK0sAIMTGxtbbhu/Lt68h+5nvy7fP0dFR+Pzzz+t8jMdx87nZfuZxTJbCM4RtlFarxdGjRxEVFWVaJhaLERUVhf3799e5zv79+83aA8CYMWPqbU9N288AUFJSAn9/f/j6+t7y2z5qPB7LrSckJASenp4YNWoU/v77b0uX064UFhYCAJycnOptw2P59jVkPwN8X24qvV6Pb7/9FqWlpQgPD6+zDY/j29eQ/QzwOCbLYCBso3JycqDX6+Hu7m623N3dvd5rfDIyMhrVnpq2n4ODg/HFF1/gp59+wldffQWDwYBBgwbhypUrrVGyVajvWC4qKkJ5ebmFqrqzeHp6YvXq1fjxxx/x448/wtfXF5GRkYiLi7N0ae2CwWDAokWLMHjwYPTo0aPednxfvj0N3c98X268kydPQqVSQS6XY+7cudi8eTO6detWZ1sex03XmP3M45gsxcbSBRC1N+Hh4Wbf7g0aNAhdu3bFp59+in/9618WrIyo4YKDgxEcHGy6P2jQIFy4cAHvv/8+1q9fb8HK2of58+fj1KlT2Lt3r6VLuaM1dD/zfbnxgoODcfz4cRQWFuKHH37AzJkzERsbW29YoaZpzH7mcUyWwkDYRrm4uEAikSAzM9NseWZmJjw8POpcx8PDo1HtqWn7+UZSqRShoaFISkpqiRKtUn3HslqthlKptFBVd76wsDAGnAZYsGABfv31V+zevRs+Pj43bcv35aZrzH6+Ed+Xb00mkyEoKAgA0LdvXxw+fBgrVqzAp59+Wqstj+Oma8x+vhGPY2ot7DLaRslkMvTt2xc7d+40LTMYDNi5c2e9fc/Dw8PN2gPA9u3bb9pX3do1ZT/fSK/X4+TJk/D09GypMq0Oj2XLOH78OI/jmxAEAQsWLMDmzZvx119/ITAw8Jbr8FhuvKbs5xvxfbnxDAYDKisr63yMx3Hzudl+vhGPY2o1lh7Vhur37bffCnK5XFi7dq2QkJAgPP7444KDg4OQkZEhCIIgzJgxQ3juuedM7f/++2/BxsZGePfdd4UzZ84IS5cuFaRSqXDy5ElLvYR2obH7+bXXXhP+/PNP4cKFC8LRo0eFBx98UFAoFMLp06ct9RLavOLiYuHYsWPCsWPHBADCe++9Jxw7dkxITk4WBEEQnnvuOWHGjBmm9hcvXhRsbW2FZ555Rjhz5oywatUqQSKRCH/88YelXkKb19h9/P777wtbtmwRzp8/L5w8eVJ46qmnBLFYLOzYscNSL6HNmzdvnqDRaISYmBghPT3ddCsrKzO14fvy7WvKfub7cuM899xzQmxsrHDp0iUhPj5eeO655wSRSCRs27ZNEAQex82lsfuZxzFZCgNhG7dy5UrBz89PkMlkQlhYmHDgwAHTY8OGDRNmzpxp1v67774TOnfuLMhkMqF79+7C1q1bW7ni9qkx+3nRokWmtu7u7sK4ceOEuLg4C1TdftRMcXDjrWa/zpw5Uxg2bFitdUJCQgSZTCZ06NBBWLNmTavX3Z40dh//5z//ETp27CgoFArByclJiIyMFP766y/LFN9O1LV/AZgdm3xfvn1N2c98X26cRx99VPD39xdkMpng6uoqjBw50hRSBIHHcXNp7H7mcUyWIhIEQWi985FERERERETUVvAaQiIiIiIiIivFQEhERERERGSlGAiJiIiIiIisFAMhERERERGRlWIgJCIiIiIislIMhERERERERFaKgZCIiIiIiMhKMRASERERERFZKQZCIiK6o0VHR2Py5MkWe/4ZM2bgzTffbFDbBx98EMuXL2/hioiIiK4RCYIgWLoIIiKiphCJRDd9fOnSpVi8eDEEQYCDg0PrFHWdEydOYMSIEUhOToZKpbpl+1OnTiEiIgKXLl2CRqNphQqJiMjaMRASEVG7lZGRYfp948aNeOWVV5CYmGhaplKpGhTEWsrs2bNhY2OD1atXN3id/v37Izo6GvPnz2/ByoiIiIzYZZSIiNotDw8P002j0UAkEpktU6lUtbqMRkZG4sknn8SiRYvg6OgId3d3fPbZZygtLcWsWbNgb2+PoKAg/P7772bPderUKYwdOxYqlQru7u6YMWMGcnJy6q1Nr9fjhx9+wMSJE82Wf/zxx+jUqRMUCgXc3d0xZcoUs8cnTpyIb7/99vZ3DhERUQMwEBIRkdX58ssv4eLigkOHDuHJJ5/EvHnzcP/992PQoEGIi4vD6NGjMWPGDJSVlQEACgoKMGLECISGhuLIkSP4448/kJmZiQceeKDe54iPj0dhYSH69etnWnbkyBEsXLgQr7/+OhITE/HHH38gIiLCbL2wsDAcOnQIlZWVLfPiiYiIrsNASEREVqd379546aWX0KlTJzz//PNQKBRwcXHBnDlz0KlTJ7zyyivIzc1FfHw8AOCjjz5CaGgo3nzzTXTp0gWhoaH44osvsGvXLpw7d67O50hOToZEIoGbm5tpWUpKCuzs7DBhwgT4+/sjNDQUCxcuNFvPy8sLWq3WrDssERFRS2EgJCIiq9OrVy/T7xKJBM7OzujZs6dpmbu7OwAgKysLgHFwmF27dpmuSVSpVOjSpQsA4MKFC3U+R3l5OeRyudnAN6NGjYK/vz86dOiAGTNm4OuvvzadhayhVCoBoNZyIiKilsBASEREVkcqlZrdF4lEZstqQpzBYAAAlJSUYOLEiTh+/LjZ7fz587W6fNZwcXFBWVkZtFqtaZm9vT3i4uKwYcMGeHp64pVXXkHv3r1RUFBgapOXlwcAcHV1bZbXSkREdDMMhERERLfQp08fnD59GgEBAQgKCjK72dnZ1blOSEgIACAhIcFsuY2NDaKiovD2228jPj4ely9fxl9//WV6/NSpU/Dx8YGLi0uLvR4iIqIaDIRERES3MH/+fOTl5WHatGk4fPgwLly4gD///BOzZs2CXq+vcx1XV1f06dMHe/fuNS379ddf8eGHH+L48eNITk7GunXrYDAYEBwcbGqzZ88ejB49usVfExEREcBASEREdEteXl74+++/odfrMXr0aPTs2ROLFi2Cg4MDxOL6/5TOnj0bX3/9tem+g4MDNm3ahBEjRqBr165YvXo1NmzYgO7duwMAKioqsGXLFsyZM6fFXxMRERHAiemJiIhaTHl5OYKDg7Fx40aEh4ffsv0nn3yCzZs3Y9u2ba1QHREREc8QEhERtRilUol169bddAL760mlUqxcubKFqyIiIrqGZwiJiIiIiIisFM8QEhERERERWSkGQiIiIiIiIivFQEhERERERGSlGAiJiIiIiIisFAMhERERERGRlWIgJCIiIiIislIMhERERERERFaKgZCIiIiIiMhKMRASERERERFZKQZCIiIiIiIiK8VASEREREREZKUYCImIiIiIiKwUAyEREREREZGVYiAkIiIiIiKyUgyEREREREREVoqBkIiIiIiIyEoxEBIREREREVkpBkIiIiIiIiIrxUBIRERERERkpRgIiYiIiIiIrBQDIRERERERkZViICQiIiIiIrJSDIRERERERERWioGQiIiIiIjISjEQEhERERERWSkGQiIiIiIiIivFQEhERERERGSlGAiJiIiIiIisFAMhERERERGRlWIgJCIiIiIislIMhERERERERFaKgZCIiIiIiMhKMRASERERERFZKQZCIiJql1599VWIRCLk5OS06vOKRCK8+uqrrfqcRERELYWBkIjoDrR27VqIRCLTTaFQwMvLC2PGjMGHH36I4uJiS5d4S2FhYRCJRPjkk08sXUqzefPNN7Fly5Zm325AQIDZv7ebmxuGDh2KzZs3N/tzERHRnYWBkIjoDvb6669j/fr1+OSTT/Dkk08CABYtWoSePXsiPj7ewtXV7/z58zh8+DACAgLw9ddfW7qcZtNSgRAAQkJCsH79eqxfvx5PP/000tLScO+992L16tUt8nxERHRnsLF0AURE1HLGjh2Lfv36me4///zz+OuvvzBhwgRMmjQJZ86cgVKprHf90tJS2NnZtUapZr766iu4ublh+fLlmDJlCi5fvoyAgIBWr6M98fb2xsMPP2y6/8gjjyAoKAjvv/8+5s6da8HKbs1SxxkREfEMIRGR1RkxYgRefvllJCcn46uvvjItj46OhkqlwoULFzBu3DjY29vjoYceAgDs2bMH999/P/z8/CCXy+Hr64vFixejvLy81va///57dOvWDQqFAj169MDmzZsRHR3dqED3zTffYMqUKZgwYQI0Gg2++eabetvm5OTggQcegFqthrOzM5566ilUVFSYtdm+fTuGDBkCBwcHqFQqBAcH44UXXjBrk5WVhcceewzu7u5QKBTo3bs3vvzyy1vWWt9rq7nGsYZIJEJpaSm+/PJLU9fO6Oho0+NXr17Fo48+Cnd3d8jlcnTv3h1ffPHFLZ+/Ph4eHujatSsuXbpkWnbs2DGMHTsWarUaKpUKI0eOxIEDB0yPFxQUQCKR4MMPPzQty8nJgVgshrOzMwRBMC2fN28ePDw8zJ7z4MGDuOuuu6DRaGBra4thw4bh77//rnO/JCQkYPr06XB0dMSQIUOa/DqJiOj2MBASEVmhGTNmAAC2bdtmtryqqgpjxoyBm5sb3n33Xdx3330AjCGvrKwM8+bNw8qVKzFmzBisXLkSjzzyiNn6W7duxdSpUyGVSrFs2TLce++9eOyxx3D06NEG13bw4EEkJSVh2rRpkMlkuPfee2/abfSBBx5ARUUFli1bhnHjxuHDDz/E448/bnr89OnTmDBhAiorK/H6669j+fLlmDRpkllQKS8vR2RkJNavX4+HHnoI77zzDjQaDaKjo7FixYoG134z69evh1wux9ChQ01dO//v//4PAJCZmYmBAwdix44dWLBgAVasWIGgoCA89thj+OCDD5r0fDqdDqmpqXB2dgZg3A9Dhw7FiRMn8M9//hMvv/wyLl26hMjISBw8eBAA4ODggB49emD37t2m7ezduxcikQh5eXlISEgwLd+zZw+GDh1quv/XX38hIiICRUVFWLp0Kd58800UFBRgxIgROHToUK367r//fpSVleHNN9/EnDlzmvQaiYioGQhERHTHWbNmjQBAOHz4cL1tNBqNEBoaaro/c+ZMAYDw3HPP1WpbVlZWa9myZcsEkUgkJCcnm5b17NlT8PHxEYqLi03LYmJiBACCv79/g2pfsGCB4OvrKxgMBkEQBGHbtm0CAOHYsWNm7ZYuXSoAECZNmmS2/IknnhAACCdOnBAEQRDef/99AYCQnZ1d73N+8MEHAgDhq6++Mi3TarVCeHi4oFKphKKiItNyAMLSpUtN92fOnFnna6up73p2dnbCzJkza7V97LHHBE9PTyEnJ8ds+YMPPihoNJo69//1/P39hdGjRwvZ2dlCdna2cOLECeHBBx8UAAhPPvmkIAiCMHnyZEEmkwkXLlwwrZeWlibY29sLERERpmXz588X3N3dTfeXLFkiRERECG5ubsInn3wiCIIg5ObmCiKRSFixYoUgCIJgMBiETp06CWPGjDH9uwmC8bgJDAwURo0aVWu/TJs27aaviYiIWgfPEBIRWSmVSlXnaKPz5s2rtez66wxLS0uRk5ODQYMGQRAEHDt2DACQlpaGkydP4pFHHoFKpTK1HzZsGHr27NmgmqqqqrBx40ZMnTrV1N1yxIgRcHNzq/cs4fz5883u1wye89tvvwEwnvUCgJ9++gkGg6HObfz222/w8PDAtGnTTMukUikWLlyIkpISxMbGNqj+phAEAT/++CMmTpwIQRCQk5Njuo0ZMwaFhYWIi4u75Xa2bdsGV1dXuLq6onfv3vj+++8xY8YM/Oc//4Fer8e2bdswefJkdOjQwbSOp6cnpk+fjr1796KoqAgAMHToUGRmZiIxMRGA8UxgREQEhg4dij179gAwnjUUBMF0hvD48eM4f/48pk+fjtzcXFP9paWlGDlyJHbv3l1r37f16xqJiKwFAyERkZUqKSmBvb292TIbGxv4+PjUapuSkoLo6Gg4OTlBpVLB1dUVw4YNAwAUFhYCAJKTkwEAQUFBtdava1ldtm3bhuzsbISFhSEpKQlJSUm4dOkShg8fjg0bNtQZ6Dp16mR2v2PHjhCLxbh8+TIAYOrUqRg8eDBmz54Nd3d3PPjgg/juu+/MtpWcnIxOnTpBLDb/s9i1a1ez19YSsrOzUVBQgP/+97+mQFdzmzVrFgDj9Y23MmDAAGzfvh07duzAvn37kJOTg3Xr1kGpVCI7OxtlZWUIDg6utV7Xrl1hMBiQmpoKAKaQt2fPHpSWluLYsWMYOnQoIiIiTIFwz549UKvV6N27NwDjqLAAMHPmzFqv4fPPP0dlZaXpOKkRGBjYxD1GRETNiaOMEhFZoStXrqCwsLBWUJPL5bVCkV6vx6hRo5CXl4dnn30WXbp0gZ2dHa5evYro6Oh6z7o1Rc1ZwAceeKDOx2NjYzF8+PCbbuP6gVwA49nN3bt3Y9euXdi6dSv++OMPbNy4ESNGjMC2bdsgkUhuq+Ybn6+GXq9v0Po1++/hhx/GzJkz62zTq1evW27HxcUFUVFRDXrOm/Hy8kJgYCB2796NgIAACIKA8PBwuLq64qmnnkJycjL27NmDQYMGmY6VmtfwzjvvICQkpM7tXn/WGMBNR7clIqLWw0BIRGSF1q9fDwAYM2bMLduePHkS586dw5dffmk2iMz27dvN2vn7+wMAkpKSam2jrmU3Ki0txU8//YSpU6diypQptR5fuHAhvv7661qB8Pz582Znm5KSkmAwGMxG/hSLxRg5ciRGjhyJ9957D2+++SZefPFF7Nq1C1FRUfD390d8fDwMBoNZID579qzZa6uLo6MjCgoKai2v66xiXeHR1dUV9vb20Ov1zRLo6uLq6gpbW1tTN9DrnT17FmKxGL6+vqZlQ4cOxe7duxEYGIiQkBDY29ujd+/e0Gg0+OOPPxAXF4fXXnvN1L5jx44AALVa3WKvgYiIWga7jBIRWZm//voL//rXvxAYGGiaVuJmas6gCddNOSAIQq3RN728vNCjRw+sW7cOJSUlpuWxsbE4efLkLZ9n8+bNKC0txfz58zFlypRatwkTJuDHH39EZWWl2XqrVq0yu79y5UoAxjkYASAvL6/Wc9WcxarZ1rhx45CRkYGNGzea2lRVVWHlypVQqVSm7rF16dixIwoLCxEfH29alp6ejs2bN9dqa2dnVys8SiQS3Hffffjxxx9x6tSpWutkZ2fX+9wNJZFIMHr0aPz000+mrrSAcXTTb775BkOGDIFarTYtHzp0KC5fvoyNGzeaupCKxWIMGjQI7733HnQ6ndkIo3379kXHjh3x7rvvmv3bN+drICKilsEzhEREd7Dff/8dZ8+eRVVVFTIzM/HXX39h+/bt8Pf3x88//wyFQnHLbXTp0gUdO3bE008/jatXr0KtVuPHH39Efn5+rbZvvvkm7r77bgwePBizZs1Cfn4+PvroI/To0aPOoHC9r7/+Gs7Ozhg0aFCdj0+aNAmfffYZtm7dinvvvde0/NKlS5g0aRLuuusu7N+/H1999RWmT59uur7t9ddfx+7duzF+/Hj4+/sjKysLH3/8MXx8fEzz3z3++OP49NNPER0djaNHjyIgIAA//PAD/v77b3zwwQe1rrW83oMPPohnn30W99xzDxYuXIiysjJ88skn6Ny5c63BYPr27YsdO3bgvffeM3XNHDBgAN566y3s2rULAwYMwJw5c9CtWzfk5eUhLi4OO3bsqDPUNta///1v03yMTzzxBGxsbPDpp5+isrISb7/9tlnbmrCXmJiIN99807Q8IiICv//+O+RyOfr3729aLhaL8fnnn2Ps2LHo3r07Zs2aBW9vb1y9ehW7du2CWq3GL7/8ctuvgYiIWoAFRzglIqIWUjPtRM1NJpMJHh4ewqhRo4QVK1aYTaNQY+bMmYKdnV2d20tISBCioqIElUoluLi4CHPmzBFOnDghABDWrFlj1vbbb78VunTpIsjlcqFHjx7Czz//LNx3331Cly5d6q03MzNTsLGxEWbMmFFvm7KyMsHW1la45557BEG4Nn1BQkKCMGXKFMHe3l5wdHQUFixYIJSXl5vW27lzp3D33XcLXl5egkwmE7y8vIRp06YJ586dq1XDrFmzBBcXF0Emkwk9e/as9doEofa0E4JgnBqjR48egkwmE4KDg4Wvvvqqzmknzp49K0RERAhKpVIAYDYFRWZmpjB//nzB19dXkEqlgoeHhzBy5Ejhv//9b737pIa/v78wfvz4W7aLi4sTxowZI6hUKsHW1lYYPny4sG/fvjrburm5CQCEzMxM07K9e/cKAIShQ4fWuc6xY8eEe++9V3B2dhbkcrng7+8vPPDAA8LOnTtNbWr2y82mASEiotYjEoTr+gARERG1gJCQELi6uta67pCIiIgsi9cQEhFRs9HpdKiqqjJbFhMTgxMnTiAyMtIyRREREVG9eIaQiIiazeXLlxEVFYWHH34YXl5eOHv2LFavXg2NRoNTp07B2dnZ0iUSERHRdTioDBERNRtHR0f07dsXn3/+ObKzs2FnZ4fx48fjrbfeYhgkIiJqg3iGkIiIiIiIyErxGkIiIiIiIiIrxUBIRERERERkpXgNYTtnMBiQlpYGe3t7iEQiS5dDRERERHTbBEFAcXExvLy8IBbzHFZLYiBs59LS0uDr62vpMoiIiIiIml1qaip8fHwsXcYdjYGwnbO3twcAXLp0CU5OThauhtoKnU6Hbdu2YfTo0ZBKpZYuh9oQHhtUHx4bVB8eG1Sfljw2ioqK4Ovra/qsSy2HgbCdq+kmam9vD7VabeFqqK3Q6XSwtbWFWq3mH28yw2OD6sNjg+rDY4Pq0xrHBi+JankMhEQ3UaHTIyYxC0lZJaisMkCjlKKTuz16eKnhrJJbujwiIiIiotvCQEhUB0EQ8L+9l/BJzAXklmrrbNPNU40RXdxwTx9vdHRVtXKFRERERES3j4GQ6AbaKgMWf3ccW+PTAQBeGgUGBbnAViZBbokWZzKKcDG7FAnpRUhIL8JHu5LQP8ARj0d0xMgubhCL2bWBiIiIiNoHBkKi6wiCgOd+jMfW+HRIJSK8MqEbpoX5wUZiPtxxdnEl9pzPxq/x6Yg9l43Dl/Nx+PIRdPGwxysTumFQkIuFXgEREVHboNfrodPpLF0GtSCdTgcbGxtUVFRAr9c3al2pVAqJRNJClVFjMBASXWf9gWRsOnYVNmIR/jujH4Z3cauznau9HPf28cG9fXyQWVSBNX9fxtcHknE2oxjTPz+IUd3c8dL4rvB3tmvlV0BERGRZgiAgIyMDBQUFli6FWpggCPDw8EBqamqTBn9xcHCAh4cHB46xMAZComqpeWV487czAIDnx3WtNwzeyF2twHNju+D/Ijrggx3n8NXBFGxPyMTe8zl4aUJXTA/z4xsdERFZjZow6ObmBltbW/4NvIMZDAaUlJRApVI1avJ4QRBQVlaGrKwsAICnp2dLlUgNwEBIVO21X06jQmfAwA5OeHRwQKPXd7ST4bW7e+Dhgf545afT2H8xFy9uPoUdCZn4z3294KZWNH/RREREbYherzeFQWdnZ0uXQy3MYDBAq9VCoVA0KhACgFKpBABkZWXBzc2N3UctqHH/ckR3qB0JmdhxJgs2YhH+PbnHbX2b2cndHl/PHoCXJ3SDzEaMXYnZuGvFHuw8k9mMFRMREbU9NdcM2traWrgSag9qjhNea2pZDIRk9QRBwPs7zgEAHhsaiCA3+9veplgswmNDAvHrk0PQzVONvFItHvvyCF79+TQqdI276JqIiKi9YTdRaggeJ20DAyFZvd3nc3A6rQhKqQRzIzo267Y7u9tj8/xBeGxIIABg7b7LmLzqb5zPLG7W5yEiIiIiagoGQrJ6n8QkAQCmhfnB0U7W7NuX20jw8oRuWDOrP1xUMpzNKMbEj/biy32XYTAIzf58RERE1HgxMTEICAiwdBl3FO7T9oGBkKxaXEo+DlzMg1QiwpyIwBZ9ruHBbvj9qQhEdHZFhc6ApT+fxvTPDyAlt6xFn5eIiIiaRiQSmW52dnbo1KkToqOjcfToUYvWFR0dbapLJpMhKCgIr7/+OqqqqixaF7VPVhcIX331VbP/3CKRCF26dDE9XlFRgfnz58PZ2RkqlQr33XcfMjPNBwNJSUnB+PHjYWtrCzc3NzzzzDO1/gPGxMSgT58+kMvlCAoKwtq1a2vVsmrVKgQEBEChUGDAgAE4dOhQi7xmqt8nMRcAAPeEesNTo2zx53O1l2NtdH/86+7uUEolOHAxD3et2I31+3m2kIiIqC1as2YN0tPTcfr0aaxatQolJSUYMGAA1q1bV+86er0eBoOhReu66667kJ6ejvPnz+Mf//gHXn31Vbzzzjst+pwNpdVqLV0CNUK7CIQFBQVYs2YNHn30UYwcORLh4eGYNGkSli5din379jV6e927d0d6errptnfvXtNjixcvxi+//ILvv/8esbGxSEtLw7333mt6XK/XY/z48dBqtdi3bx++/PJLrF27Fq+88oqpzaVLlzB+/HgMHz4cx48fx6JFizB79mz8+eefpjYbN27EkiVLsHTpUsTFxaF3794YM2aMaT4WannnMouxPSETIhHwf8Oa99rBmxGLRZgRHoA/F0VgQKATyrR6vPzTaTz0+UGeLSQiImpjaiZPDwgIwOjRo/HDDz/goYcewoIFC5Cfnw8AWLt2LRwcHPDzzz+jW7dukMvlSElJweHDhzFq1Ci4uLhAo9Fg2LBhiIuLM9v+2bNnMWTIECgUCnTr1g07duyASCTCli1bblqXXC6Hh4cH/P39MW/ePERFReHnn38GAOTn5+ORRx6Bo6MjbG1tMXbsWJw/fx6AcTA9V1dX/PDDD6ZthYSEmM0FuHfvXsjlcpSVGT+XFBQUYPbs2XB1dYVarcaIESNw4sQJU/vXXnsNISEh+PzzzxEYGAiFglNttSdtOhCmpaVh9uzZ8PT0xL///W+Ul5cjJCQEI0eOhI+PD3bt2oVRo0ahW7du2LhxY4O3a2NjAw8PD9PNxcUFAFBYWIj//e9/eO+99zBixAj07dsXa9aswb59+3DgwAEAwLZt25CQkICvvvoKISEhGDt2LP71r39h1apVpm9DVq9ejcDAQCxfvhxdu3bFggULMGXKFLz//vumGt577z3MmTMHs2bNQrdu3bB69WrY2triiy++aMY9SDezuvrs4F3dPdDRVdXqz+/nbIsNcwbitUnGs4X7L+Zi1PuxWLUrCdqqlv1WkYiIqLUIgoAybZVFboLQMr1vFi9ejOLiYmzfvt20rKysDP/5z3/w+eef4/Tp03Bzc0NxcTFmzpyJvXv34sCBA+jUqRPGjRuH4mLj4HJ6vR6TJ0+Gra0tDh48iP/+97948cUXm1STUqk0fRaNjo7GkSNH8PPPP2P//v0QBAHjxo2DTqeDSCRCREQEYmJiABjD45kzZ1BeXo6zZ88CAGJjY9G/f3/TtBD3338/srKy8Pvvv+Po0aPo06cPRo4ciby8PNPzJyUl4ccff8SmTZtw/PjxJr0Gsow2PTF9aGgoZs6ciaNHj6Jbt251tikvL8eWLVvwwQcfIDU1FU8//fQtt3v+/Hl4eXlBoVAgPDwcy5Ytg5+fH44ePQqdToeoqChT2y5dusDPzw/79+/HwIEDsX//fvTs2RPu7u6mNmPGjMG8efNw+vRphIaGYv/+/WbbqGmzaNEiAMbT6EePHsXzzz9velwsFiMqKgr79++/ae2VlZWorKw03S8qKgJgnL+Fc7g03NWCcvx0Ig0AMGeIv0X33fT+3hjc0REv/5SA/Rfz8M6fidgUdwWvTeyKAYFOTdpmzevhMUE34rFB9eGxQfVpzLGh0+kgCAIMBoOpy2SZtgo9Xt1+izVbxqlXR8FW1rCPuzX13tjV8/rXUqNz584AjL3Cah7X6XT46KOP0Lt3b1O7yMhIs/VWr14NJycn7Nq1CxMmTMCff/6JCxcu4K+//oKHhwcA4F//+hfGjBlT5/PWEATBtJ8FQcDOnTvx559/YsGCBUhMTMTPP/+MPXv2YNCgQQCA9evXw9/fH5s2bcL999+PYcOG4b///S8MBgNiYmIQGhoKd3d3/PXXX+jcuTN27dqFiIgIGAwG7N27F4cOHUJGRgbkcjkA4O2338aWLVvwww8/4MEHH4QgCNBqtVi7di1cXV1r7bf6XkdN/TqdrtbE9Hwvaj1tOhAmJCTA2dn5pm2USiWmTZuGadOmITc395bbHDBgANauXYvg4GCkp6fjtddew9ChQ3Hq1ClkZGRAJpPBwcHBbB13d3dkZGQAADIyMszCYM3jNY/drE1RURHKy8uRn58PvV5fZ5uab2bqs2zZMrz22mu1lu/atYuTwDbCl+fE0BvE6KwxIPXE30g9cet1WtpUNyBILMLmZDEuZJfi4S+OIMzVgLv9DVBJm7bN67+5JLoejw2qD48Nqk9Djo2aXlglJSWms1XlWsvNv1tcVIwqmeTWDWE8w2cwGExfttcoLy+vcxlg/KK+qKgIFRUVkMlkCAgIMGublZWFN954A3v37kV2djYMBgPKyspw7tw5FBUVIT4+Ht7e3rC1tTWtVzO2RV3PW0On02Hr1q1Qq9XQ6XQwGAyYMmUKFi9ejNjYWNjY2KBr166m9aVSKYKCgnDixAmMGTMGffr0QUJCAi5evIgdO3Zg4MCBcHd3x44dO3D//fdj//79mD9/PoqKinDw4EGUlJSYgt71++DMmTMAjCc7fH19IZfLzWqub5/W0Gq1KC8vx+7du2uNx1HTXZVaXpsOhM7OzqisrDR9G9GQ9rcyduxY0++9evXCgAED4O/vj++++w5KZcsPKnK7nn/+eSxZssR0v6ioCL6+vhg+fHiDXj8BseeyEbf/GMQi4O3pg9DdS23pkkzGA3iqXIfl28/j2yNXcChbjLPFMsyP7ICHBvhBbtOwXt46nQ7bt2/HqFGjIJU2MU3SHYnHBtWHxwbVpzHHRkVFBVJTU6FSqUzXkdkLAk69Oqo1Sq1FKZU0ePJzW1tbiMViqNXmnwuUSmWtZUlJximrunTpArVaDYVCAaVSCY1GY9Zu6tSpyMvLw4oVK+Dv7w+5XI7BgwdDIpGY1qvrOet73hpSqRSRkZH4+OOPIZPJ4OXlBRsbG9PrAAC1Wm121k0ikUAul0OtViM8PBxOTk6Ii4vDgQMH8K9//QseHh748MMPkZiYaOoxZ2dnB71eD09PT/z111+16qh5vTKZDPb29rXqrW+f1qioqIBSqURERESt6w7rC5HU/Np0IASMB1p4eDiGDx+O4cOHY+DAgc36h8rBwQGdO3dGUlISRo0aBa1Wi4KCArOzhJmZmabT+B4eHrVGA60ZhfT6NjeOTJqZmQm1Wg2lUgmJRAKJRFJnm5pt1Ecul9cZkKVSKf+AN0B2cSWe23waADBrcCBC/NteiHaRSrHsvt64v78fXtx8CmfSi7Dsj3P4+tAVPDe2C8b28GjwHzceF1QfHhtUHx4bVJ+GHBt6vR4ikQhisRhi8bUvMVWShp2ls6Saeq+vu+b+jcs+/PBDqNVqjB492uzxG9vt27cPH3/8MSZMmAAASE1NRU5OjmkfdenSBampqcjOzjb1HKuZ0qKu560hEomgUqlMXVev1717d1RVVeHw4cOmLqO5ublITExE9+7dTdscOnQofvnlF5w+fRoRERGwtbVFZWUlPvvsM/Tr1w/29vYAgL59+5p60d04p2DN2b+azyV17bu6ll//uEgkqvPY4vtQ62nTg8oAxr7W/v7++OKLLzBs2DA4ODhg1KhRWLZsGQ4cOAC9/va6IZSUlODChQvw9PRE3759IZVKsXPnTtPjiYmJSElJQXh4OAAgPDwcJ0+eNBsNdPv27VCr1abrHMPDw822UdOmZhsymQx9+/Y1a2MwGLBz505TG2p+giDgmR9OIKdEiy4e9nhmTLClS7qpPn6O+PXJIfjPfT3hai9HSl4Znvg6DiOXx+Kz3ReRV8ohnYmIiFpaQUEBMjIykJycjO3bt2PKlCn45ptv8Mknn9S6zOhGnTp1wvr163HmzBkcPHgQDz30kFmPtFGjRqFjx46YOXMm4uPj8ffff+Oll14CgAZ/+VvXc959992YM2cO9u7dixMnTuDhhx+Gt7c37r77blO7yMhIbNiwASEhIVCpVBCLxYiIiMDXX3+NYcOGmdpFRUUhPDwckydPxrZt23D58mXs27cPL774Io4cOdKkGqltafOBMDo6GmvXrsXly5eRlJSElStXwsvLC6tXr8bgwYPh6OiI8ePHN3h7Tz/9NGJjY00H8z333AOJRIJp06ZBo9Hgsccew5IlS7Br1y4cPXoUs2bNQnh4OAYOHAgAGD16NLp164YZM2bgxIkT+PPPP/HSSy9h/vz5pjN3c+fOxcWLF/HPf/4TZ8+exccff4zvvvsOixcvNtWxZMkSfPbZZ/jyyy9x5swZzJs3D6WlpZg1a1bz7kAyWbvvMmISsyG3EWPFg6FQSNv+t5USsQhT+/sh5ulILBzZCXYyCS7mlOKN385g4Js7sXDDMey/kNtio6gRERFZu1mzZsHT0xNdunTBvHnzoFKpcOjQIUyfPv2W6/7vf/9Dfn4++vTpgxkzZmDhwoVwc3MzPS6RSLBlyxaUlJSgf//+mD17tmmU0duZumHNmjXo27cvJkyYgPDwcAiCgN9++83srNuwYcOg1+vNBr6JjIystUwkEuG3335DREQEZs2ahc6dO+PBBx9EcnJyrfEwqJ0S2qmLFy8KL774oqBWqwWxWNzg9aZOnSp4enoKMplM8Pb2FqZOnSokJSWZHi8vLxeeeOIJwdHRUbC1tRXuueceIT093Wwbly9fFsaOHSsolUrBxcVF+Mc//iHodDqzNrt27RJCQkIEmUwmdOjQQVizZk2tWlauXCn4+fkJMplMCAsLEw4cONC4nSAIQmFhoQBAyMnJafS61iQhrVDo9MJvgv+zvwrr9l2ydDlNVlyhE74+kCxM+HCP4P/sr6bb8Hd2Cf+NvSDkFFcIgiAIWq1W2LJli6DVai1cMbU1PDaoPjw2qD6NOTbKy8uFhIQEoby8vBUqa167du0S/P39LV2GsHfvXgGA2efTtkqv1wv5+fmCXq+v8/Fb7dObHS81n3ELCwubq1yqR5u/hrBGSkoKdu3ahZiYGMTExCAnJwcDBw7E008/bXZa+1a+/fbbmz6uUCiwatUqrFq1qt42/v7++O233266ncjISBw7duymbRYsWIAFCxbctA3dvnKtHgs3HINWb0BUVzc8PNDf0iU1mUpug+kD/DB9gB9OXinEN4dS8PPxq6azhv/54yyGd3HD5N4e4FSGREREbd/mzZuhUqnQqVMnJCUl4amnnsLgwYPRsWNHS5dGVqLNB8JHH30UMTExyMvLw+DBgzF06FA8/vjj6N+/v2k0JaKbeeO3BJzPKoGrvRz/ua9Xk/vktzU9fTRY5tMTL47vil9OpGHDoRTEXynE9oRMbE/IhJ2NBMdxBlP6+aGXj+aOed1ERER3kuLiYjz77LNISUmBi4sLoqKisHz5ckuXRVakzSeqtWvXws/PDy+++CJGjhyJ0NBQfrClBtt2OgNfHUgBALz3QG84qxo2hUl7opLbYFqYH6aF+SExoxib4q5g87GryCquxPqDqVh/MBVBbirc18cH94R6w0PT9GsSiIiI7lQBAQFYtGhRqz/vI488gkceeaTVn7c1WGqfUuO0+UFlzpw5g+eeew5Hjx7FuHHj4OTkhIkTJ+Ldd9/FkSNHYDCwXxzVLbOoAs/+GA8AeDyiA4Z2cr3FGu1fsIc9nh/XFbH/GIq5XfWY0NMDchsxkrJK8J8/ziL8rZ144NP9WL//MnJKKi1dLhERUZvB8NL8uE/bhzZ/hjA4OBjBwcGYO3cuACAhIQGxsbHYtWsX3n33XVRUVGDIkCH49ddfLVwptSUGg4Al3x1HfpkOPbzVeHp0255iornZSMTo6iDgH+N6oVwP/H4yHT8evYpDl/Nw6JLxtvTn0xjU0QUTe3tiTHcPONjKLF02EREREbWyNh8Ib9StWzc4OzvD0dERjo6O+Pbbb/H7779buixqYz7bcxF/J+VCKZVgxYOhkNm0+ZPhLUatkGJqfz9M7e+HtIJybI1Px6/xaThxpRB7k3KwNykHL24+haGdXDChlxeiurlDo+RksERE1HQCp0OiBuBx0ja0i0CYlZWFmJgY0yij586dg0wmQ1hYGBYvXozhw4dbukRqQ+KvFOCdPxMBAEsndkNHV5WFK2o7vByUmBPRAXMiOiA5txS/xqfjlxNpOJtRjF2J2diVmA0bsQjhHZ0xursHRndzh7ua1xwSEVHD1MxzV1ZWZjYBO1FdysrKAMBsfkRqfW0+EHbt2hXnzp2DjY0N+vfvjylTpiAyMhKDBw++rQk76c5UWlmFp749jiqDgLE9PDC1v6+lS2qz/J3tMH94EOYPD0JSVjF+OZGO306m43xWCfacz8Ge8zl4ecsphPg6YEx3D4zp7o4ODNdERHQTEokEDg4OyMrKAgDY2tpyMMA7mMFggFarRUVFBcTihvfGEgQBZWVlyMrKgoODAyQSSQtWSbfS5gPh5MmTMXz4cAwZMgS2traWLofauNd+OY1LOaXw1Ciw7N6e/CPUQEFu9lg8yh6LR3XGxewS/Hk6E9sSMnAspQDHU423//xxFp3cVBjR1Q0jgt3Q198RNhLr7YpLRER18/DwAABTKKQ7lyAIKC8vh1KpbNJnLgcHB9PxQpbT5gPhsmXLLF0CtRNb49Px3ZErEImA96eGcJCUJurgqsK8SBXmRXZEZlEFtiVkYtvpDOy/kIvzWSU4n1WCT2Mvwl5hg4jOrhge7IbIYFe43IFTehARUeOJRCJ4enrCzc0NOp3O0uVQC9LpdNi9ezciIiIa3e1TKpXyzGAb0aYD4VtvvYWnnnqqQX3QDx48iJycHIwfP74VKqO25mpBOZ7fZJxi4onIjhjYwdnCFd0Z3NUKzBjojxkD/VFYrkNMYhZ2nc1C7Lls5JfpsDU+HVvj0yESAb28NRjexQ3Dg93Q01sDsZhnZ4mIrJlEIuEH/jucRCJBVVUVFAoFrwNsx9p0IExISICfnx/uv/9+TJw4Ef369YOrq3EuuaqqKiQkJGDv3r346quvkJaWhnXr1lm4YrIEvUHA4m+Po6iiCr19HbAoqrOlS7ojaZRS3B3ijbtDvKE3CDieWmAMiIlZOHW1CCeuFOLElUJ8sOM8nOxkGBzkgqGdjDdPDQcWICIiImqL2nQgXLduHU6cOIGPPvoI06dPR1FRESQSCeRyuWlUotDQUMyePRvR0dEcZMZKrdqVhEOX82Ank+DDB0Mg5XVtLU4iFqGvvyP6+jviH6ODkVlUgdjEbOxKzMKe8znIK9XilxNp+OVEGgAgyE1lCocDAp1hJ2/Tbz1EREREVqPNfyrr3bs3PvvsM3z66aeIj49HcnIyysvL4eLigpCQELi4uFi6RLKgv5Ny8MGOcwCAf03uAX9nOwtXZJ3c1Qo80N8XD/T3hU5vwPHUAuw5l43d53MQf6UASVklSMoqwZq/L0MqEaGPnyMiOrtiaCcXdPfSQMLupUREREQW0eYDYQ2xWIyQkBCEhIRYuhRqI9ILy7FwwzEYBGBKXx/cE+pt6ZIIgFQiRv8AJ/QPcMKS0cEoLNNh34Uc7D6fgz3ns3ElvxwHL+Xh4KU8vPNnIhxspcbupUEuGNrZFd4O7F5KRERE1FraTSAkup62yoAnvo5DbqkW3TzV+PfkHpxioo3S2Eoxtqcnxvb0hCAISM4tw56kHOw5l439F3JRcN3gNADQwdXOGA47uWJgR2eo2L2UiIiIqMXwkxa1S//emoBjKQVQK2yw+uG+UEg5ill7IBKJEOBihwAXO8wY6I8qvQEnrhRg97kc7E3KwfHUAlzMLsXF7FJ8uT8ZNmJj99LBQS4IC3RCqJ8D/62JiIiImhEDIbU73x9Jxbr9yQCADx4MgZ+zrYUroqaykYjR198Jff2dsHhUZxSW67D/Qi72JmVjz/kcJOeW4dDlPBy6nAcAkEpE6OXjgP4BTggLdERffydolBzmmoiIiKipGAipXdl/IRcvbD4JAFg4shNGdHG3cEXUnDRKKe7q4YG7engAAFJyy7D7fDYOXMzFoUt5yCquxNHkfBxNzsfqWEAkArp4qBEW4Ij+gU7o4+cIT42C3YeJiIiIGqhdBEKdTgelUonjx4+jR48eli6HLORCdgnmfnUUOr2ACb08sWhkJ0uXRC3Mz9kWDzv74+GB/hAEASl5ZTh0KQ+HL+fh8OV8XMopxZn0IpxJL8KX1WeN3ezlCPF1QIifA0J8HdDLx4HXIRIRERHVo118SpJKpfDz84Ner7d0KWQhWcUVmLXmMArLdejj54B37+8NMacqsCoikQj+znbwd7bD/f18ARiPi8OX8qsDYh7OZhQjq7gS2xIysS0hEwAgFgGd3OxNIbG3jwM6uas4XyURERER2kkgBIAXX3wRL7zwAtavXw8nJydLl0OtqLBMh0f+dwgpeWXwdVLis0f6cWARAgC42SswvpcnxvfyBACUa/U4lVaI4ykFOJaaj+MpBUgrrEBiZjESM4ux8UgqAEBmI0YXD3t099Kgu5ca3b3U6Oqp5nFFREREVqfdBMKPPvoISUlJ8PLygr+/P+zszCcgj4uLs1Bl1JLKtFV49MvDOJtRDFd7Ob56bACcVXJLl0VtlFImMc2BWCOrqALHUgtwPLUAx1MKcPJqIUoqqxB/pRDxVwpN7SRiETq62l0XEjXo6mkPB1uZJV4KERERUatoN4Fw8uTJli6BWllJZRUeXXsYR5PzoVbYYN2jYfB3trv1ikTXcVMrMKa7B8Z0Nw5UYzAYr0U8nVaEU2mFOJ1WhNNXC5FbqsW5zBKcyyzB5mNXTeu7q+Xo7G6PYHd7BHsYb53c7KGU8WwiERERtX/tJhAuXbrU0iVQKyqq0CH6i0OISymAvdwGa2aFoaun2tJl0R1ALL42F2JNV1NBEJBZVInT1QHx1FXjz6sF5cgsqkRmUSX2nM8xbUMkAvydbI1B0cMendzt0dHVDh1cVAyKRERE1K60m0AIAAUFBfjhhx9w4cIFPPPMM3ByckJcXBzc3d3h7e1t6fKomRSUafHIF4cQf6UQGqUU6x8LQy8fB0uXRXcwkUgED40CHhoFRna9NpVJcYUO57NKkJhRjMSMYpzLNP7MLdXicm4ZLueWmQavqeHtoEQHVzt0dFWZ/fRQczoMIiIianvaTSCMj49HVFQUNBoNLl++jDlz5sDJyQmbNm1CSkoK1q1bZ+kSqRmkF5Zj1hrjNYNOdjKsfywM3b00li6LrJS9Qoo+fo7o4+dotjynpBLnMowD1SRmFCMpqwQXc0qRV6rF1YJyXC0oNzujCAB2Mgk6uKoQ6GIHf2db+DnZVo+aags3eznDIhEREVlEuwmES5YsQXR0NN5++23Y29ublo8bNw7Tp0+3YGXUXOKvFGD2l0eQVVwJF5Uc38wZgM7u9rdekaiVuajkcAmSY1CQi9nyvFItLmaX4GJ2KS5kl+BCdikuZpcgOa8MpVo9Tl4txMmrhbW2p5CK4edkCz8nY0C8PjB6Oyghs+EUGURERNQy2k0gPHz4MD799NNay729vZGRkWGBiqg5/XEqHYs2HkeFzoDO7ir8b2Z/+DrZWrosokZxspPByc4J/QLMp8bRVhmQkleGC9kluJRTipS8MqTkliE5rxRX88tRoTOYBrS5kVgEeDko4eOohLeDLbwdFPB2VMLLQQlvB+NPTpdBRERETdVuAqFcLkdRUVGt5efOnYOrq6sFKqLmUKU34J1tifg09iIAYFhnV3w0PRT2CqmFKyNqPjIbMYLcVAhyU9V6TKc34Gp+OZLzypCSW4rk3LLq342BsUJnwJX8clzJLweQV+f2ne1kxpCoUZqFRW8H431HWym7pBIREVGd2k0gnDRpEl5//XV89913AIyDQKSkpODZZ5/FfffdZ+HqqClS88rwj+9O4NBl44fcWYMD8OK4rrCRsHscWQ+pRGwa9RQw/3JLEARkF1ciOa8MV/PLTdcnphWUm+6XafXILdUit1RrNq/i9WQ2Yrir5XC3V8BVJUNZnhhX916Cl4Md3NRyeKgVcFcrYCdvN38SiIiIqJm0m7/+y5cvx5QpU+Dm5oby8nIMGzYMGRkZCA8PxxtvvGHp8qgRBEHAhkOpeGNrAkq1eqjkNnh7Si+M6+lp6dKI2hSRSAQ3tQJuagX6B9R+XBAEFJbrqkNiBa7mlyGtsMIsPGYXV0JbZUBqXjlS88qr1xQjNv18re2p5DZmAdFFJTNeL6mSw8VeDheVDK4qOZzsZPzihoiI6A7RbgKhRqPB9u3bsXfvXsTHx6OkpAR9+vRBVFSUpUujRrhaUI7nN53E7nPZAID+AY549/7enHCeqAlEIhEcbGVwsJXVOxpvZZUeWUWVyCquQGZRJa7ml+LA8TNQuXojq1iLzOIKZBVVoqSyynjLrsLF7NJbPC/gaCszD4wqOVzsjfedbGVwtJMZr6m0lcFeYQOxmF1WiYiI2qJ2EwgrKiqgUCgwZMgQDBkyxNLlUCNV6PT4fM9FfLQrCRU6A2Q2YvxzTDBmDQ6EhB8UiVqM3EYCXydb0yBNOp0ObvmnMW5cT0il167VLamsQmZRBTKLjAExs6gCOSWVyCnRIqekEtnFlcgpqUReqRYGwTiial6pts6BcG4kEYvgaCuFY01QNAVG4zInu2vLnaqDpK1MwuseiYiIWkG7CYQODg4ICwvDsGHDMHz4cISHh0OpVFq6LLoFvUHAzyeu4v3t55GSVwYACAtwwpv39kCQG6eUIGorVHIbqFxV6Ohae+Cb6+kNAvJKtdVhsfpWXB0aSyqRW6JFQZnxmsb8Ui1KtXroDUJ1sNQ2uB6pRASNUgq1UgpNPbf6HmOYJCIiarh2Ewh37NiB3bt3IyYmBu+//z6qqqrQr18/DBs2DJGRkRg1apSlS6Tr6PQG/H4qAx/9dd50BsFdLccL47piUm8vflgjaqckYhFc7eVwtZc3qH2FTo+CMh3ySrXIL9Oa/yzVIq9MZ/x53fLKKgN0+saHyBo2YpFZaLRX2MBeYQOV3Ab2Cmn1z5plUqiqH1MrbEy/28nYzZWIiKxDuwmENV1FX3jhBVRVVZnmJXz77bfx1ltvQa/XW7pEAlBYpsOGwyn4ct9lpBdWAADUChvMjeyI6EEBsJW1m0OOiJqBQiqBh0YCD42iQe0FQUC5To/8Mh0Ky3QoLDfeimp+Vlxbdv2t5nGdXkCVQTCNvNpUIhGgkl0LiPYKG6gUUthX/24rs4GdXAJbmQ1sZRLYyiSwk9f8bnPDfeMydo8nIqK2qF19Oj937hxiYmJMt8rKSkyYMAGRkZGWLs2qVekN2JOUgy3HruLP0xmo0BkAAC4qGWYMDED04ABolJxXkIhuTSQSVQcqG3g7NO6ygJowaQqK1YGyZsCc4grjraRSZ/xZUYXiymvLSqofrzIIEAQYH6usarbXppCKr4VFmQ1s5dfCop1MAlu5DZRSCZRSCRRSMRRSCZQyCRQ2xp9KqQRyqbj6ceP9mscVMjFkEjF7XxARUaO1m0Do7e2N8vJyREZGIjIyEs8++yx69ep1R/zxW7VqFd555x1kZGSgd+/eWLlyJcLCwixd1k0Vluuw53w2YhKzsetsltk38V087PHokEBM6u0FhVRiwSqJyJpcHyY9NU27xlwQBFRWGapDYhWKK3TmwbHCGCbLdHqUVVahVKtHmbYKZVo9yir1KK35XVtlum8QjNuu0BlQodMi7+aDuDaZWARTUFRUh8rrA6XcxrhMZiOG3EYCuY0Ycpua+2JIREBSugjFR67AVi6F3EZiesz8543rGtvxDCgRUfvUbgKhq6srzp49i4yMDGRkZCAzMxPl5eWwtbW1dGm3ZePGjViyZAlWr16NAQMG4IMPPsCYMWOQmJgINzc3S5cHwDiIxIXsEsRfKUT8lQKcuFKIU1cLoa/5lAPA2U6Gib29cE+oN3r5aO6IoE5E1kckElWHKUmDr5O8mZqAWabVo7TSGBZLtVUor+N+SWVVdWjUo1yrR0VVzU8DKrR6lOv0xseqf1boDCjX6U3vxQYB1WH0di6hkODHywlNWtNGLKoVEmU2YkglYsgkIkglYthU/zTe6v/dRnJtPZtbtLeRiCCTiGEjFkFqYzxTWvM8Nb/biI2PSyQi40+xcZlYBP69IiKr124C4fHjx1FQUIDdu3cjNjYWL7zwAhISEhASEoLhw4e328np33vvPcyZMwezZs0CAKxevRpbt27FF198geeee65VatAbBBSV65BdUmmaryw1rxzJeaVIzi3D2fQilNbxASPITYXhwa6IDHZDWKATpJyomojIzPUB08lO1iLPodMbg2GF9lpIrAmO5To9Kmt+1xpQWaWHtsqAyipD9c9r9yu0Vbh85SqcXd2h1QvXtTFAW6W/4b5x3eu+F0SVQUCVVl/990LXIq+1JVwLiCKIxTWBUXxtueTa42bLr3tcLLrhcbPgWcd6NY+LRBCJjMvFIkAsNm5LIhJV/24cyElUs+z6NmJALBKZbhIxrrW77jHj+rhum9c9n+iG+9c9v6j6ucUiEfT6KhRpgdySSshkAkQwXmcrqm4ngnFbxt+rf1b/XhO6r1+HiNqWdhMIAePUE5MmTcLgwYMxaNAg/PTTT9iwYQMOHjzYLgOhVqvF0aNH8fzzz5uWicViREVFYf/+/XWuU1lZicrKStP9oqIiAMA/vj8BqdI4jYNBEGAQjNfACAIgQIBBAAwGARVVBpRVVqHkum5ONdf83YytTIJunvbo6a1BT281Qn0d4ON4XZcsgx46Awf2aSt0Op3ZT6IaPDbuTEoJoFRKjL+gadds63Q6bN+eilGjepjNUXkzVfrqgFj9syYsaq8LjzqDcdTYKv21n1q9AJ3egCqD8aeuygBd9e9V1Y8ZBwiqblt1rW3N41p9XcuuPY/Z9vVC/a/BYByIqLLeFmRkg5ePxjbLlkTVYdQsWAI3hMfaYRO4Pngaf0c926rvOa5fjuuW4fqfxkevu3998TdvUxN4r1/nxgx8Y5vrH693Ozc8b93PfUObOrfbsPobymAwICtLjJ/z4iAWN++JAW35ree5pebRbgLhpk2bTIPJJCQkwMnJCUOGDMHy5csxbNgwS5fXJDk5OdDr9XB3dzdb7u7ujrNnz9a5zrJly/Daa6/VWv5XYi7E8vLbqsfORoC9FLCXCnCSAy4KAS4KwMNWgIeyCmJRJSDkAFeA+CtA/G09G7WG7du3W7oEaqN4bFB9WvLYEMEYVxsUNyXVt2Yak8wgmN/0AmDAdb/f+FjNDTX3RabHhBvWv+k2TM8hqrOtAOP2atoJNT9veMzs5/XtAAiCyPSYUMd2blz/Zo+Z2tzQXkDjgsLNGPff9SG9/sBO7YEYyM9p9q0aKsuafZtUt3YTCOfOnYuIiAg8/vjjGDZsGHr27Gnpkizi+eefx5IlS0z3i4qK4Ovri3+OCoK9RmP65st4bf+1LiE1347ZSiWmke3srhseXSW3gcyGXT7vFMZv+rdj1KhRDf6mn6wDjw2qD48Nqk/NsREVFQUbG6mxFxJqguO132+1HIJwXVg19mTCdb/X9GhCze+GmsB77fFrgbh2Tyihjuev+3mMv0O4FkWF6kbX7l97/Te2gfkPs/bVrxRCnW3Mg+/N2tysDty0Td3Pb/7Ut24jwLzW+uj1epw5cwZdu3aFRNK8AwmWlxZj7gfNukmqR7sJhFlZWZYuodm5uLhAIpEgMzPTbHlmZiY8PDzqXEcul0Murz3QwbQBfnB2dm6ROqn9kkql/GBHdeKxQfXhsUH1kclkPDbIjE6nw295CRg3MKDZj42ioiLMbdYtUn3aTSAEjN9CbNmyBWfOnAEAdOvWDXfffXezfyPRWmQyGfr27YudO3di8uTJAIx9sXfu3IkFCxZYtjgiIiIiIrrjtZtAmJSUhHHjxuHq1asIDg4GYLyeztfXF1u3bkXHjh0tXGHTLFmyBDNnzkS/fv0QFhaGDz74AKWlpaZRR4mIiIiIiFpKuwmECxcuRMeOHXHgwAE4OTkBAHJzc/Hwww9j4cKF2Lp1q4UrbJqpU6ciOzsbr7zyCjIyMhASEoI//vij1kAzREREREREza3dBMLY2FizMAgAzs7OeOuttzB48GALVnb7FixYwC6iRERERETU6trNsJJyuRzFxcW1lpeUlEAma5nJfomIiIiIiO5k7SYQTpgwAY8//jgOHjxYPfywgAMHDmDu3LmYNGmSpcsjIiIiIiJqd9pNIPzwww/RsWNHhIeHQ6FQQKFQYPDgwQgKCsKKFSssXR4REREREVG7026uIXRwcMBPP/2EpKQk07QTXbt2RVBQkIUrIyIiIiIiap/afCA0GAx455138PPPP0Or1WLkyJFYunQplEqlpUsjIiIiIiJq19p8l9E33ngDL7zwAlQqFby9vbFixQrMnz/f0mURERERERG1e20+EK5btw4ff/wx/vzzT2zZsgW//PILvv76axgMBkuXRkRERERE1K61+UCYkpKCcePGme5HRUVBJBIhLS3NglURERERERG1f20+EFZVVUGhUJgtk0ql0Ol0FqqIiIiIiIjoztDmB5URBAHR0dGQy+WmZRUVFZg7dy7s7OxMyzZt2mSJ8oiIiIiIiNqtNh8IZ86cWWvZww8/bIFKiIiIiIiI7ixtPhCuWbPG0iUQERERERHdkdr8NYRERERERETUMhgIiYiIiIiIrBQDIRERERERkZViICQiIiIiIrJSDIRERERERERWioGQiIiIiIjISjEQEhERERERWSkGQiIiIiIiIivFQEhERERERGSlGAiJiIiIiIisFAMhERERERGRlWIgJCIiIiIislI2li6Abo8gCACA4uJiSKVSC1dDbYVOp0NZWRmKiop4XJAZHhtUHx4bVB8eG1Sfljw2ioqKAFz7rEsth4GwncvNzQUABAYGWrgSIiIiIqLmVVxcDI1GY+ky7mgMhO2ck5MTACAlJYX/WcikqKgIvr6+SE1NhVqttnQ51Ibw2KD68Nig+vDYoPq05LEhCAKKi4vh5eXVrNul2hgI2zmx2HgZqEaj4Zs01aJWq3lcUJ14bFB9eGxQfXhsUH1a6tjgyY7WwUFliIiIiIiIrBQDIRERERERkZViIGzn5HI5li5dCrlcbulSqA3hcUH14bFB9eGxQfXhsUH14bFxZxAJHMuViIiIiIjIKvEMIRERERERkZViICQiIiIiIrJSDIRERERERERWioGQiIiIiIjISjEQtmOrVq1CQEAAFAoFBgwYgEOHDlm6JLKwV199FSKRyOzWpUsXS5dFFrB7925MnDgRXl5eEIlE2LJli9njgiDglVdegaenJ5RKJaKionD+/HnLFEut6lbHRnR0dK33kbvuussyxVKrWrZsGfr37w97e3u4ublh8uTJSExMNGtTUVGB+fPnw9nZGSqVCvfddx8yMzMtVDG1loYcG5GRkbXeO+bOnWuhiqkxGAjbqY0bN2LJkiVYunQp4uLi0Lt3b4wZMwZZWVmWLo0srHv37khPTzfd9u7da+mSyAJKS0vRu3dvrFq1qs7H3377bXz44YdYvXo1Dh48CDs7O4wZMwYVFRWtXCm1tlsdGwBw1113mb2PbNiwoRUrJEuJjY3F/PnzceDAAWzfvh06nQ6jR49GaWmpqc3ixYvxyy+/4Pvvv0dsbCzS0tJw7733WrBqag0NOTYAYM6cOWbvHW+//baFKqbG4LQT7dSAAQPQv39/fPTRRwAAg8EAX19fPPnkk3juuecsXB1ZyquvvootW7bg+PHjli6F2hCRSITNmzdj8uTJAIxnB728vPCPf/wDTz/9NACgsLAQ7u7uWLt2LR588EELVkut6cZjAzCeISwoKKh15pCsT3Z2Ntzc3BAbG4uIiAgUFhbC1dUV33zzDaZMmQIAOHv2LLp27Yr9+/dj4MCBFq6YWsuNxwZgPEMYEhKCDz74wLLFUaPxDGE7pNVqcfToUURFRZmWicViREVFYf/+/RasjNqC8+fPw8vLCx06dMBDDz2ElJQUS5dEbcylS5eQkZFh9h6i0WgwYMAAvocQACAmJgZubm4IDg7GvHnzkJuba+mSyAIKCwsBAE5OTgCAo0ePQqfTmb13dOnSBX5+fnzvsDI3Hhs1vv76a7i4uKBHjx54/vnnUVZWZonyqJFsLF0ANV5OTg70ej3c3d3Nlru7u+Ps2bMWqoraggEDBmDt2rUIDg5Geno6XnvtNQwdOhSnTp2Cvb29pcujNiIjIwMA6nwPqXmMrNddd92Fe++9F4GBgbhw4QJeeOEFjB07Fvv374dEIrF0edRKDAYDFi1ahMGDB6NHjx4AjO8dMpkMDg4OZm353mFd6jo2AGD69Onw9/eHl5cX4uPj8eyzzyIxMRGbNm2yYLXUEAyERHeQsWPHmn7v1asXBgwYAH9/f3z33Xd47LHHLFgZEbUX13cZ7tmzJ3r16oWOHTsiJiYGI0eOtGBl1Jrmz5+PU6dO8Tp0qqW+Y+Pxxx83/d6zZ094enpi5MiRuHDhAjp27NjaZVIjsMtoO+Ti4gKJRFJrVK/MzEx4eHhYqCpqixwcHNC5c2ckJSVZuhRqQ2reJ/geQg3RoUMHuLi48H3EiixYsAC//vordu3aBR8fH9NyDw8PaLVaFBQUmLXne4f1qO/YqMuAAQMAgO8d7QADYTskk8nQt29f7Ny507TMYDBg586dCA8Pt2Bl1NaUlJTgwoUL8PT0tHQp1IYEBgbCw8PD7D2kqKgIBw8e5HsI1XLlyhXk5ubyfcQKCIKABQsWYPPmzfjrr78QGBho9njfvn0hlUrN3jsSExORkpLC94473K2OjbrUDHDH9462j11G26klS5Zg5syZ6NevH8LCwvDBBx+gtLQUs2bNsnRpZEFPP/00Jk6cCH9/f6SlpWHp0qWQSCSYNm2apUujVlZSUmL2reylS5dw/PhxODk5wc/PD4sWLcK///1vdOrUCYGBgXj55Zfh5eVlNtok3Zludmw4OTnhtddew3333QcPDw9cuHAB//znPxEUFIQxY8ZYsGpqDfPnz8c333yDn376Cfb29qbrAjUaDZRKJTQaDR577DEsWbIETk5OUKvVePLJJxEeHs4RRu9wtzo2Lly4gG+++Qbjxo2Ds7Mz4uPjsXjxYkRERKBXr14Wrp5uSaB2a+XKlYKfn58gk8mEsLAw4cCBA5YuiSxs6tSpgqenpyCTyQRvb29h6tSpQlJSkqXLIgvYtWuXAKDWbebMmYIgCILBYBBefvllwd3dXZDL5cLIkSOFxMREyxZNreJmx0ZZWZkwevRowdXVVZBKpYK/v78wZ84cISMjw9JlUyuo67gAIKxZs8bUpry8XHjiiScER0dHwdbWVrjnnnuE9PR0yxVNreJWx0ZKSooQEREhODk5CXK5XAgKChKeeeYZobCw0LKFU4NwHkIiIiIiIiIrxWsIiYiIiIiIrBQDIRERERERkZViICQiIiIiIrJSDIRERERERERWioGQiIiIiIjISjEQEhERERERWSkGQiIiIiIiIivFQEhERERERGSlGAiJiOiOFh0djcmTJ1vs+WfMmIE333yzQW0ffPBBLF++vIUrIiIiukYkCIJg6SKIiIiaQiQS3fTxpUuXYvHixRAEAQ4ODq1T1HVOnDiBESNGIDk5GSqV6pbtT506hYiICFy6dAkajaYVKiQiImvHQEhERO1WRkaG6feNGzfilVdeQWJiommZSqVqUBBrKbNnz4aNjQ1Wr17d4HX69++P6OhozJ8/vwUrIyIiMmKXUSIiarc8PDxMN41GA5FIZLZMpVLV6jIaGRmJJ598EosWLYKjoyPc3d3x2WefobS0FLNmzYK9vT2CgoLw+++/mz3XqVOnMHbsWKhUKri7u2PGjBnIycmptza9Xo8ffvgBEydONFv+8ccfo1OnTlAoFHB3d8eUKVPMHp84cSK+/fbb2985REREDcBASEREVufLL7+Ei4sLDh06hCeffBLz5s3D/fffj0GDBiEuLg6jR4/GjBkzUFZWBgAoKCjAiBEjEBoaiiNHjuCPP/5AZmYmHnjggXqfIz4+HoWFhejXr59p2ZEjR7Bw4UK8/vrrSExMxB9//IGIiAiz9cLCwnDo0CFUVla2zIsnIiK6DgMhERFZnd69e+Oll15Cp06d8Pzzz0OhUMDFxQVz5sxBp06d8MorryA3Nxfx8fEAgI8++gihoaF488030aVLF4SGhuKLL77Arl27cO7cuTqfIzk5GRKJBG5ubqZlKSkpsLOzw4QJE+Dv74/Q0FAsXLjQbD0vLy9otVqz7rBEREQthYGQiIisTq9evUy/SyQSODs7o2fPnqZl7u7uAICsrCwAxsFhdu3aZbomUaVSoUuXLgCACxcu1Pkc5eXlkMvlZgPfjBo1Cv7+/ujQoQNmzJiBr7/+2nQWsoZSqQSAWsuJiIhaAgMhERFZHalUanZfJBKZLasJcQaDAQBQUlKCiRMn4vjx42a38+fP1+ryWcPFxQVlZWXQarWmZfb29oiLi8OGDRvg6emJV155Bb1790ZBQYGpTV5eHgDA1dW1WV4rERHRzTAQEhER3UKfPn1w+vRpBAQEICgoyOxmZ2dX5zohISEAgISEBLPlNjY2iIqKwttvv434+HhcvnwZf/31l+nxU6dOwcfHBy4uLi32eoiIiGowEBIREd3C/PnzkZeXh2nTpuHw4cO4cOEC/vzzT8yaNQt6vb7OdVxdXdGnTx/s3bvXtOzXX3/Fhx9+iOPHjyM5ORnr1q2DwWBAcHCwqc2ePXswevToFn9NREREAAMhERHRLXl5eeHvv/+GXq/H6NGj0bNnTyxatAgODg4Qi+v/Uzp79mx8/fXXpvsODg7YtGkTRowYga5du2L16tXYsGEDunfvDgCoqKjAli1bMGfOnBZ/TURERAAnpiciImox5eXlCA4OxsaNGxEeHn7L9p988gk2b96Mbdu2tUJ1REREPENIRETUYpRKJdatW3fTCeyvJ5VKsXLlyhauioiI6BqeISQiIiIiIrJSPENIRERERERkpRgIiYiIiIiIrBQDIRERERERkZViICQiIiIiIrJSDIRERERERERWioGQiIiIiIjISjEQEhERERERWSkGQiIiIiIiIivFQEhERERERGSlGAiJiIiIiIisFAMhERERERGRlWIgJCIiIiIislIMhERERERERFaKgZCIiIiIiMhKMRASERERERFZKQZCIiIiIiIiK8VASEREREREZKUYCImIiIiIiKwUAyEREREREZGVYiAkIiIiIiKyUgyEREREREREVoqBkIiIiIiIyEoxEBIREREREVkpBkIiIiIiIiIrxUBIRERERERkpRgIiYiIiIiIrBQDIRERERERkZViICQiIiIiIrJSDIRERERERERWioGQiIiIiIjISjEQEhERERERWSkGQiIiIiIiIivFQEhERERERGSlGAiJiIiIiIisFAMhERERERGRlWIgJCIiIiIislIMhERERERERFaKgZCIiIiIiMhKMRASERERERFZKQZCIiIiIiIiK8VASEREREREZKUYCImIiIiIiKwUAyEREREREZGVYiAkIiIiIiKyUgyEREREREREVoqBkIiIiIiIyEoxEBIREREREVkpBkIiIiIiIiIrxUBIRERERERkpRgIiYiIiIiIrBQDIRERERERkZViICQiIiIiIrJSDIRERERERERWioGQiIiIiIjISjEQEhERERERWan/B8J7BKp5dRxgAAAAAElFTkSuQmCC", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "Trajectory Fluid Mechanics Plots\n", - "\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2481d5a5e9b44ac7bb6424a165101fcb", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "Trajectory Stability and Control Plots\n", - "\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "71090b6ef9ca4473889cd7c6eda20837", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "TestFlight.allInfo()" ] @@ -1412,17 +530,9 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "File trajectory.kml saved with success!\n" - ] - } - ], + "outputs": [], "source": [ "TestFlight.exportKML(\n", " fileName=\"trajectory.kml\",\n", @@ -1458,74 +568,42 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Simulating Rocket with Static Margin of -1.444->-0.405 c\n", - "Simulation Completed at Time: 5.0000 s\n", - "Simulating Rocket with Static Margin of -0.046->0.993 c\n", - "Simulation Completed at Time: 5.0000 s\n", - "Simulating Rocket with Static Margin of 1.352->2.391 c\n", - "Simulation Completed at Time: 5.0000 s\n", - "Simulating Rocket with Static Margin of 2.750->3.789 c\n", - "Simulation Completed at Time: 5.0000 s\n", - "Simulating Rocket with Static Margin of 4.147->5.186 c\n", - "Simulation Completed at Time: 5.0000 s\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "43e4f534b14d4a78bc749dda355a40d4", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Helper class\n", "from rocketpy import Function\n", "\n", "# Prepare Rocket Class\n", "Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=19.197 - 2.956,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", ")\n", + "\n", "Calisto.setRailButtons([0.2, -0.5])\n", - "Nose = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "\n", + "Calisto.addMotor(Pro75M1670, position=-1.255)\n", + "\n", + "NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", "FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956\n", + " n=4,\n", + " rootChord=0.120,\n", + " tipChord=0.040,\n", + " span=0.100,\n", + " position=-1.04956,\n", + " cantAngle=0,\n", + " radius=None,\n", + " airfoil=None,\n", ")\n", "Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", ")\n", "\n", "# Prepare Environment Class\n", @@ -1539,7 +617,7 @@ " # Modify rocket fin set by removing previous one and adding new one\n", " Calisto.aerodynamicSurfaces.remove(FinSet)\n", " FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956\n", + " 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956*factor\n", " )\n", " # Simulate\n", " print(\n", @@ -1594,35 +672,9 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6de27cde8ea94047b5373e0f901c188c", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", @@ -1637,6 +689,7 @@ "Pro75M1670 = SolidMotor(\n", " thrustSource=\"../../data/motors/Cesaroni_M1670.eng\",\n", " burnOut=3.9,\n", + " grainsCenterOfMassPosition=-0.85704,\n", " grainNumber=5,\n", " grainSeparation=5 / 1000,\n", " grainDensity=1815,\n", @@ -1646,29 +699,41 @@ " nozzleRadius=33 / 1000,\n", " throatRadius=11 / 1000,\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=-1.255,\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", ")\n", "\n", "# Prepare Rocket\n", "Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=19.197 - 2.956,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", ")\n", "\n", "Calisto.setRailButtons([0.2, -0.5])\n", "\n", - "Nose = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "Calisto.addMotor(Pro75M1670, position=-1.255)\n", + "\n", + "NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", + "\n", "FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956\n", + " n=4,\n", + " rootChord=0.120,\n", + " tipChord=0.040,\n", + " span=0.100,\n", + " position=-1.04956,\n", + " cantAngle=0,\n", + " radius=None,\n", + " airfoil=None,\n", ")\n", + "\n", "Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", ")\n", "\n", "# Simulate first 5 seconds of Flight\n", @@ -1722,35 +787,9 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "90b6e4d7e0524bd38d440f37746de21e", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "def apogee(mass):\n", " # Prepare Environment\n", @@ -1768,6 +807,7 @@ " Pro75M1670 = SolidMotor(\n", " thrustSource=\"../../data/motors/Cesaroni_M1670.eng\",\n", " burnOut=3.9,\n", + " grainsCenterOfMassPosition=-0.85704,\n", " grainNumber=5,\n", " grainSeparation=5 / 1000,\n", " grainDensity=1815,\n", @@ -1777,28 +817,41 @@ " nozzleRadius=33 / 1000,\n", " throatRadius=11 / 1000,\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=-1.255,\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", " )\n", "\n", " # Prepare Rocket\n", " Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=mass,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", " )\n", "\n", " Calisto.setRailButtons([0.2, -0.5])\n", - " Nose = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "\n", + " Calisto.addMotor(Pro75M1670, position=-1.255)\n", + "\n", + " NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", + "\n", " FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956\n", + " n=4,\n", + " rootChord=0.120,\n", + " tipChord=0.040,\n", + " span=0.100,\n", + " position=-1.04956,\n", + " cantAngle=0,\n", + " radius=None,\n", + " airfoil=None,\n", " )\n", + "\n", " Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", " )\n", "\n", " # Simulate Flight until Apogee\n", @@ -1809,7 +862,7 @@ " heading=0,\n", " terminateOnApogee=True,\n", " )\n", - " return TestFlight.apogee\n", + " return TestFlight.apogee - Env.elevation\n", "\n", "\n", "apogeebymass = Function(apogee, inputs=\"Mass (kg)\", outputs=\"Estimated Apogee (m)\")\n", @@ -1827,35 +880,9 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d6d3be4751b7488dafdeb849eea5b7fb", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "def speed(mass):\n", " # Prepare Environment\n", @@ -1873,6 +900,7 @@ " Pro75M1670 = SolidMotor(\n", " thrustSource=\"../../data/motors/Cesaroni_M1670.eng\",\n", " burnOut=3.9,\n", + " grainsCenterOfMassPosition=-0.85704,\n", " grainNumber=5,\n", " grainSeparation=5 / 1000,\n", " grainDensity=1815,\n", @@ -1882,28 +910,41 @@ " nozzleRadius=33 / 1000,\n", " throatRadius=11 / 1000,\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=-1.255,\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", " )\n", "\n", " # Prepare Rocket\n", " Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=mass,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", " )\n", "\n", " Calisto.setRailButtons([0.2, -0.5])\n", - " Nose = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "\n", + " Calisto.addMotor(Pro75M1670, position=-1.255)\n", + "\n", + " NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", + "\n", " FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956\n", + " n=4,\n", + " rootChord=0.120,\n", + " tipChord=0.040,\n", + " span=0.100,\n", + " position=-1.04956,\n", + " cantAngle=0,\n", + " radius=None,\n", + " airfoil=None,\n", " )\n", + "\n", " Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", " )\n", "\n", " # Simulate Flight until Apogee\n", @@ -1925,7 +966,7 @@ "metadata": { "hide_input": false, "kernelspec": { - "display_name": "Python 3.10.0 ('rocketpy_dev')", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -1939,11 +980,11 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.0" + "version": "3.10.5" }, "vscode": { "interpreter": { - "hash": "59ee05f09b472313b636ec8ef2b98477e505db7da462e17a2a6c52426ac2f597" + "hash": "26de051ba29f2982a8de78e945f0abaf191376122a1563185a90213a26c5da77" } } }, diff --git a/docs/notebooks/getting_started_colab.ipynb b/docs/notebooks/getting_started_colab.ipynb index 0e55789c9..eff583184 100644 --- a/docs/notebooks/getting_started_colab.ipynb +++ b/docs/notebooks/getting_started_colab.ipynb @@ -246,6 +246,7 @@ "Pro75M1670 = SolidMotor(\n", " thrustSource=\"../../data/motors/Cesaroni_M1670.eng\",\n", " burnOut=3.9,\n", + " grainsCenterOfMassPosition=-0.85704,\n", " grainNumber=5,\n", " grainSeparation=5 / 1000,\n", " grainDensity=1815,\n", @@ -255,15 +256,58 @@ " nozzleRadius=33 / 1000,\n", " throatRadius=11 / 1000,\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=-1.255,\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", ")" ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "E1LJDIa0NVFa" }, + "source": [ + "The arguments *`nozzlePosition`* and *`coordinateSystemOrientation`* need to be handled with care since the coordinate system origin is chosen by the user. This means that *`nozzlePosition`* is given with respect to an arbitrary reference. The definition of these arguments are really helpful:\n", + "\n", + "- `coordinateSystemOrientation` : *string, optional*\n", + "\n", + " Orientation of the motor's coordinate system. The coordinate system is\n", + " defined by the motor's axis of symmetry. The origin of the coordinate\n", + " system may be placed anywhere along such axis, such as at the nozzle area,\n", + " and must be kept the same for all other positions specified.\n", + " Options are \"nozzleToCombustionChamber\" and \"combustionChamberToNozzle\".\n", + " Default is \"nozzleToCombustionChamber\".\n", + "\n", + "\n", + "- `nozzlePosition` : *float, optional*\n", + "\n", + " Motor's nozzle outlet position in meters. More specifically, the coordinate\n", + " of the nozzle outlet specified in the motor's coordinate system.\n", + " Default is 0, in which case the origin of the motor's coordinate system\n", + " is placed at the motor's nozzle outlet.\n", + "\n", + "- `grainsCenterOfMassPosition` : *float*\n", + "\n", + " Position of the center of mass of the grains in meters. More specifically,\n", + " the coordinate of the center of mass specified in the motor's coordinate\n", + "\n", + "\n", + "Here is a useful schematic for explanation:\n", + "\n", + "![Motor orientation explanation](https://github.com/RocketPy-Team/RocketPy/raw/master/docs/notebooks/images/motorOrientation.png)\n", + "\n", + "\n", + "In the Calisto example, the coordinate system origin we chose is at the center of dry mass of the rocket. Meaning the nozzle is 1.255 meters away from it. The minus sign comes from the `coordinateSystemOrientation` argument, which is responsible for defining the positive direction of the coordinate system. Here is a representation of the reference used in Calisto:\n", + "\n", + "\"Drawing\"" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, "source": [ "To see what our thrust curve looks like, along with other import properties, we invoke the info method yet again. You may try the allInfo method if you want more information all at once!" ] @@ -292,6 +336,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": { "colab_type": "text", @@ -300,7 +345,40 @@ "source": [ "A rocket is composed of several components. Namely, we must have a motor (good thing we have the Pro75M1670 ready), a couple of aerodynamic surfaces (nose cone, fins and tail) and parachutes (if we are not launching a missile).\n", "\n", - "Let's start by initializing our rocket, named Calisto, supplying it with the Pro75M1670 engine, entering its inertia properties, some dimensions and also its drag curves." + "Let's start by initializing our rocket, named Calisto, entering inertia properties, some dimensions and drag curves. " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here are some definitions that might prove useful. Check out the documentation for more.\n", + "\n", + "- *`mass`* : *int, float*\n", + " \n", + " Unloaded rocket total mass (without propellant) in kg.\n", + "\n", + "- *`inertiaI`* : *int, float*\n", + " \n", + " Unloaded rocket lateral (perpendicular to axis of symmetry)\n", + " moment of inertia (without propellant) in kg m^2.\n", + "\n", + "- *`inertiaZ`* : *int, float*\n", + "\n", + " Unloaded rocket axial moment of inertia (without propellant) in kg m^2.\n", + "\n", + "- *`powerOffDrag`* : *int, float, callable, string, array*\n", + "\n", + " Rocket's drag coefficient when the motor is off. If int or float\n", + " is given, it is assumed constant. If callable, string or array is\n", + " given, it must be a function of Mach number only.\n", + "\n", + "- *`powerOnDrag`* : *int, float, callable, string, array*\n", + "\n", + " Rocket's drag coefficient when the motor is on. If int or float is\n", + " given, it is assumed constant. If callable, string or array is\n", + " given, it must be a function of Mach number only." ] }, { @@ -314,20 +392,76 @@ "outputs": [], "source": [ "Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=19.197 - 2.956,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", ")\n", "\n", "Calisto.setRailButtons([0.2, -0.5])" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Similar to the motor, the last two arguments, *`centerOfDryMassPosition`* and *`coordinateSystemOrientation`*, need special care. Here, the coordinate system origin is chosen by the user. This means that *`centerOfDryMassPosition`* is given with respect to an arbitrary reference. *`coordinateSystemOrientation`*.\n", + "The definitions are also helpful:\n", + "\n", + "- `coordinateSystemOrientation` : *string, optional*\n", + "\n", + " String defining the orientation of the rocket's coordinate system. The\n", + " coordinate system is defined by the rocket's axis of symmetry. The system's\n", + " origin may be placed anywhere along such axis and must be kept the same for\n", + " all other positions specified.\n", + " The two options available are: \"tailToNose\" and \"noseToTail\". The first\n", + " defines the coordinate system with the rocket's axis of symmetry pointing\n", + " from the rocket's tail to the rocket's nose cone. The second option defines\n", + " the coordinate system with the rocket's axis of symmetry pointing from the\n", + " rocket's nose cone to the rocket's tail. Default is \"tailToNose\".\n", + "\n", + "\n", + "- `centerOfDryMassPosition` : *int, float, optional*\n", + "\n", + " Position, in m, of the rocket's center of dry mass (i.e. center of mass\n", + " without propellant) relative to the rocket's coordinate system.\n", + " Default is 0, which means the center of dry mass is chosen as the origin.\n", + "\n", + "\n", + "\n", + "And a schematic for explanation:\n", + "\n", + "![Rocket orientation explanation](https://github.com/RocketPy-Team/RocketPy/raw/master/docs/notebooks/images/rocketCsys.png)\n", + "\n", + "In the Calisto example, the coordinate system origin we chose is at the center of dry mass of the rocket. Meaning the nozzle is 1.255 meters away from it. The minus sign comes from the `coordinateSystemOrientation` argument, which is responsible for defining the positive direction of the coordinate system. The positions of the motor, the fins, the nose cone, and the tail must also be given by \n", + "\n", + "\"Drawing\"\n", + "\n", + "It is important to note that the position of the origin of the coordinate system can be anywhere, as long as all positions are given coherently. This means that you could input all positions based on the nosecone's tip, or based on the coordinates of a CAD model." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To add the motor to our rocket we need only inform what motor we are adding (Pro75M1670) and inform the position, in meters, of the motor's nozzle exit area relative to the previously defined coordinate system." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "Calisto.addMotor(Pro75M1670, position=-1.255)" + ] + }, { "cell_type": "markdown", "metadata": { @@ -339,13 +473,19 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "LuUdEmWhNVFl" }, "source": [ - "Now we define the aerodynamic surfaces. They are really straight forward." + "Now we define the aerodynamic surfaces. They are really straight forward with special attention needed only for the position values. Here is a quick guide:\n", + "\n", + "- The positions given **must** be relative to the same coordinate system as the rockets;\n", + "- Position of the Nosecone refers to the tip of the nose;\n", + "- Position of fins refers to the point belonging to the root chord which is highest in the rocket coordinate system;\n", + "- Position of the tail the point belonging to the tail which is highest in the rocket coordinate system." ] }, { @@ -358,24 +498,41 @@ }, "outputs": [], "source": [ - "NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", "\n", "FinSet = Calisto.addTrapezoidalFins(\n", " n=4,\n", " rootChord=0.120,\n", " tipChord=0.040,\n", " span=0.100,\n", - " distanceToCM=-1.04956,\n", + " position=-1.04956,\n", " cantAngle=0,\n", " radius=None,\n", " airfoil=None,\n", ")\n", "\n", "Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", ")" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see all information regarding the rocket we just defined we run:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "Calisto.allInfo()" + ] + }, { "cell_type": "markdown", "metadata": { @@ -580,23 +737,33 @@ "\n", "# Prepare Rocket Class\n", "Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=19.197 - 2.956,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", ")\n", + "\n", "Calisto.setRailButtons([0.2, -0.5])\n", - "Nose = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "\n", + "Calisto.addMotor(Pro75M1670, position=-1.255)\n", + "\n", + "NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", "FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.1, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956\n", + " n=4,\n", + " rootChord=0.120,\n", + " tipChord=0.040,\n", + " span=0.100,\n", + " position=-1.04956,\n", + " cantAngle=0,\n", + " radius=None,\n", + " airfoil=None,\n", ")\n", "Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", ")\n", "\n", "# Prepare Environment Class\n", @@ -610,8 +777,8 @@ " # Modify rocket fin set by removing previous one and adding new one\n", " Calisto.aerodynamicSurfaces.remove(FinSet)\n", " FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956\n", - ")\n", + " 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956*factor\n", + " )\n", " # Simulate\n", " print(\n", " \"Simulating Rocket with Static Margin of {:1.3f}->{:1.3f} c\".format(\n", @@ -689,6 +856,7 @@ "Pro75M1670 = SolidMotor(\n", " thrustSource=\"../../data/motors/Cesaroni_M1670.eng\",\n", " burnOut=3.9,\n", + " grainsCenterOfMassPosition=-0.85704,\n", " grainNumber=5,\n", " grainSeparation=5 / 1000,\n", " grainDensity=1815,\n", @@ -698,29 +866,41 @@ " nozzleRadius=33 / 1000,\n", " throatRadius=11 / 1000,\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=-1.255,\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", ")\n", "\n", "# Prepare Rocket\n", "Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=19.197 - 2.956,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", ")\n", "\n", "Calisto.setRailButtons([0.2, -0.5])\n", "\n", - "Nose = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "Calisto.addMotor(Pro75M1670, position=-1.255)\n", + "\n", + "NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", + "\n", "FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956\n", + " n=4,\n", + " rootChord=0.120,\n", + " tipChord=0.040,\n", + " span=0.100,\n", + " position=-1.04956,\n", + " cantAngle=0,\n", + " radius=None,\n", + " airfoil=None,\n", ")\n", + "\n", "Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", ")\n", "\n", "# Simulate first 5 seconds of Flight\n", @@ -801,6 +981,7 @@ " Pro75M1670 = SolidMotor(\n", " thrustSource=\"../../data/motors/Cesaroni_M1670.eng\",\n", " burnOut=3.9,\n", + " grainsCenterOfMassPosition=-0.85704,\n", " grainNumber=5,\n", " grainSeparation=5 / 1000,\n", " grainDensity=1815,\n", @@ -810,28 +991,41 @@ " nozzleRadius=33 / 1000,\n", " throatRadius=11 / 1000,\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=-1.255,\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", " )\n", "\n", " # Prepare Rocket\n", " Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=mass,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", " )\n", "\n", " Calisto.setRailButtons([0.2, -0.5])\n", - " Nose = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "\n", + " Calisto.addMotor(Pro75M1670, position=-1.255)\n", + "\n", + " NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", + "\n", " FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956\n", + " n=4,\n", + " rootChord=0.120,\n", + " tipChord=0.040,\n", + " span=0.100,\n", + " position=-1.04956,\n", + " cantAngle=0,\n", + " radius=None,\n", + " airfoil=None,\n", " )\n", + "\n", " Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", " )\n", "\n", " # Simulate Flight until Apogee\n", @@ -842,7 +1036,7 @@ " heading=0,\n", " terminateOnApogee=True,\n", " )\n", - " return TestFlight.apogee\n", + " return TestFlight.apogee - Env.elevation\n", "\n", "\n", "apogeebymass = Function(apogee, inputs=\"Mass (kg)\", outputs=\"Estimated Apogee (m)\")\n", @@ -887,6 +1081,7 @@ " Pro75M1670 = SolidMotor(\n", " thrustSource=\"../../data/motors/Cesaroni_M1670.eng\",\n", " burnOut=3.9,\n", + " grainsCenterOfMassPosition=-0.85704,\n", " grainNumber=5,\n", " grainSeparation=5 / 1000,\n", " grainDensity=1815,\n", @@ -896,28 +1091,41 @@ " nozzleRadius=33 / 1000,\n", " throatRadius=11 / 1000,\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=-1.255,\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", " )\n", "\n", " # Prepare Rocket\n", " Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=mass,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", " )\n", "\n", " Calisto.setRailButtons([0.2, -0.5])\n", - " Nose = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "\n", + " Calisto.addMotor(Pro75M1670, position=-1.255)\n", + "\n", + " NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", + "\n", " FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.100, rootChord=0.120, tipChord=0.040, distanceToCM=-1.04956\n", + " n=4,\n", + " rootChord=0.120,\n", + " tipChord=0.040,\n", + " span=0.100,\n", + " position=-1.04956,\n", + " cantAngle=0,\n", + " radius=None,\n", + " airfoil=None,\n", " )\n", + "\n", " Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", " )\n", "\n", " # Simulate Flight until Apogee\n", @@ -958,7 +1166,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.5" + "version": "3.10.5 (tags/v3.10.5:f377153, Jun 6 2022, 16:14:13) [MSC v.1929 64 bit (AMD64)]" }, "vscode": { "interpreter": { diff --git a/docs/notebooks/images/calistoCsys.png b/docs/notebooks/images/calistoCsys.png new file mode 100644 index 0000000000000000000000000000000000000000..00abb81b973c61ab22866ceb14906b80d6e1c1da GIT binary patch literal 31836 zcmeGEc{tSV8$XPXRFX=!7OBuCWQ`(OCR$`mjXle7*Cg53v5nD2-GyW)Mt2R_WtlO< z7^Q4u%gz{*Ert4yl39ma$eVYUgz>U&ud=ZzNNo+ z_tD)D2xPCp&1*0SWQR8dvMqDhPVfz_OXocJ$L9;v*Mk(c9-jgqwma*Z=t3Z$V}#b6 zc7V@!gA&`Bwyg$Br&rkOukdS$UYr5uv4zpZz`|(L9$w0MhFAvJX0#8y(t{L(< z>O=G2?)93gkheGvv3z&wJPK0!S>Beg%^I1QJhlY+W;LE4cdn}9n!#HA(eS*Pn>hvB zett64k+TVp&HdZ8cW3h0si1qJ;SH5}lH-u#Yc?G=ryQGbpAJ2(#s3iQd)QhvS2d@} ztkzb=m|FDuEiW$4O=YaNcA9z;z0G(eL#`;1J_c<*Wkx=$;C%zpKKpI+i{Ix@D)K&G zi4pYX<2?i$zYya6Z@;H!$NL{Hap2cB-os+@eo@~4%=-T`#Q*>HBHZ6^{@3^ErUW?? z(axU(<*qm}2;`U{;8}C|v)mZydSE$fb?H%OmPvP_f^DvL$dY-sDaIqhn)G`4bG?Ks zF?YHv$E>?n7;3jXeA85$Wlnl+v*c~i9<=!T2bF%lrJ`pv_;TpVA91QYB>`a=w`3E0 z`!eP7ORfYYe4Zx?zVvS|5BPsd_40RedVksL=aq8b$=1t*#vyuz<(H6*L2=zFoI7=T zYNqe=hpAGP(cN$*c(q+R6dmUF{{Dot)6ZYO{-&k-<2{F~FUuH*45cN$&9_Npa9Y$T zI9sKDrP6e1DT>w7s(kPJtC6|1O62g6gWzcI)or8l*|1g!gtAG5ET84qyl2*ewn}yt zx6`$P76L-_8b<45iZmMBjczYBtG0EG+DCamFX}CV7s2cQGCmtF_xN6q{lt0td~=Gb z|7z@M{b?sP;^O=xshSp_j|Qv3HycuCwPa;o-XR*pGTZ|I{lOtvP4wSqUSq}D}2-?$q?L;guV#f!=Cd(Buw5SKqu~9e8|u?y+4DLNRM&(w>oJwD5~uRjAlmtc+^Q zp5Am1G1DhCN~kF#{-*<&wMI<-)#-Smyh>=IG$!T_KjqnA$`F~0-@xt5sq9dC@7;56 zK%m7mWPq}Rf?!7!WdBRb=*&11ocquan*Gr;QEByxZ5=ZaUxg(GvmTL-vmNepY^sl3 zh+0_BM94DLf3L=}8`j^oJoh-2$JAcHr; zc8Xv2`!uE6m!j(IF*8J3tt0qOrs}AB*j0xT7)fpTGD_Ml5H*$GCecD=PXH z3F9mCqw0qbA5J_DUnO-MzvPt}w4CTPO7I%dQ~f5ygxA>D<$4r=|I^dQ9nnSSY)Yr@46tMn?Ia6WO^VCf3 zj6J;$!{3X8Jc}lq;j7$^vdPsH=Zv5qRoRW9W2Eu>Ln>=Nt6_I0T>AdlL@+o_D&><3 zCJ~LnuS(X5COv3s=6G|pWu4jme%19Efm#1|VKzhZSCO=s5;Q+#@g-24$(mBfj~>J+ zNPoGl6Y}Th7Y@@UT3pj|*$C37X86KZuOwX)*)uD4*2!6?cinABZp1pvDnda-Br&KV zB&A3tW4m>2V!3hlYo%H#8A?Tmr>xYTxrova4P`3ulz^{zKj&Z@VKHa*hL#H*==Na4 zjirTg(jq0qMp6vTHjbag{88dk)a2=>OsK`P)^)=Y`W$D%z~e_L%X{Dxr;89aof2&0 z0V*A85@IKH!D9~XVoGMLs~b<8X7=qhiEIpguu^EO+1a9X2w|gYYSVgwHm7gXS|ZOj zMru&1Gv>!gC1DhuPJ8Jo47*vG=G3{-5PKTm8^S>hx(Gm$4+C4`$cTUAh7~z3# zn>Y4ZckcUx(ND~_+NJ~yQ6^u#K21puI&xjC?URaR%7Y%na%oCHV&$F# zh;_iK1%wt2@nUiA96e}boy&5iX3i@~(aZDlOBeoB+$7(tkKSw7BjewyI62c_ipQJu zet9ZD?`4EtxH&PY$2>u9Hj`LLy8JKRtse#rFRYY^jM8Mrwc(fJ{G6%&NwUZShC`NST!zF= zY^rBY(1JBhYPOheSBsn`r+~RAG{Jm|>x+b`h;>-}){%EOolb0i}<($H7m*$KsXPDSBx2*oe zaYNZ**tsR3x$w)A2@wR^xSUDW=hX4-kmLtj$KY)Sg%+FNeVZ&lXN^i- z2dkcYbp*RhR(j1MhDz#Wsn-g%JQW%yez+qsS13XOZVOb(&l7TjPxKT1sC6n}9ZCxi zyi3aTHD@zVtX{8E%{SOZju+V`Y^F0zn=5H^7BdV?TR!kJ@dR0cTN2uzRAP$N?i3%7 zc`QSfp}VxJWEouA15q{wE?~`|!AksD-FBGn--6;sw=E(RSUxy~L$4L2I;VC%Kn(r6 zz1W?0BL7)O&N1Yh?Iku59_@BnGzoZw!SBN~_H@(boBLBn5_g9h9omb~QH=@>=p!oW zjtr4P=)JH3U+do){t4r9wF=nRrN$o=n3vo#dQOchtlCixms9fbp%2;v#QcX!P4OGa zzt1tdXynfHjtaq<&ifU*tlh}T4>PA-N-$9>F$k!b+KkVt6r@I8gy+1-Vx12tW7pd} zGLzoOZ~@tRgRoO&nxVu4@r5@$E}EKsE&Vs%L!tAvR^U0Jllxba$XdXp!h2eAjY91M zjY>YZlmHtB_T#OtJxPw0#(6hG5*0>`y7^}JtJXSeCuLU2&{f{UQ^Euv3MA}vc*Ne> z7^qV15snEz&%7)sRqPQt?qb^5h4rg#f(^Ur^wQuZ5-=E&z%72(_q6T~&MJOnpd^|S zn&gF(W46;U%oN>K^SZxi?3>o_Mj{lPm-@TIh9Quwp1qK84gZm^&yP`Y?v=5aYdqx? z;?S8s0n~2G8@v{?Srs2SObS_!;uqN0RRnZ<=f=V~rKMfn!wtxXM0G=m*aL6x&r`mx z5=|GDXQ@^(*~X(kzdUWZjW5f_^ezReFc?({4DRZ(`c<0jC>5A%aZIDD7&^ozu_GgZ z?N%Amx7bPEgFz@URUQsJ?LmbMQFj(h;+8JAIjhe4O+@i`*KLeN0jysfNmd&&F z$29};8CHp<+N8y{lClKv__mLgmx30?W|y0SWhg3c+DHUhakSxbb6^wExRW+VZ7L%& z?fjC;wb8Ws2il3tDr>-jNJTQ%JQBy{X(_$9s-$&$gnfB0Tpo`GG0G2nb##^d(Ar=8 z5M`vp>OgM~b{*(w8x)%YFErX&J+9!H6ZT6w>|e#Hq~!sJ^@XHftS}~oL6|mzb71yF zA1cn4g??bSJQU)|P1z$VdwqpA%%ye5tTn`R(PF2@0_KgS7YIo5D$So%h8>=kk>vd`Ko&#k$oI3UDJ4qchTD(U~mGh9wkk-R|?F=XAvP!jdM&Q2=5us<9 zX>3^vX6erT0a=^0dEj3REmEr1JJB3d&)(93gk@%mxmYZs%^4hp_A=F0l_-@Wm$rq3 zT+3L5^4_$R;;aXN_-PM``+$e!ehY6*yp8{b&mwduFotVO;anxK0 zoMhh=SW@uMo;3HA`TObdZTb;%bBLkRbY@tOFA^v$&tJ?Lr)}>D&Rv3Y$ZV1h5JqR1&{+$T;T$qy1pU1*owFhm4Ww99} z)D9@7ZLxB-6Gjz=WX7mTHM$RgpfciI_iLV?H^mRB3BD~2;?3gxF8z1G!Di}85D4AK z00f$jpPu1!O8zx>@&-~(JhvSJ>4|v@Le-kLu%a2@t8WL-$FA{O@+y3n6Te>J1s2cxP;z8w`$T9 zKq0cCcru~-@z~Eg@`^M($7lk4*=YcxU**#~cT_w-0mLFJ3Ao#iJLM1kJp2TROY$vX zbi-xU4a04B`S3v;IlBPPk=19oZBXwG06IFa^EzWAc2pEmIVD-Mi2{cm*5XVzUtQ(B zdJbOc>-@RRLP1yl$)YFPLpe>;B(_hqI{mYk*9ToU z-(WZ2+`q`@ak60tBz)=&fLxMATm`*^bio-gmITO4&A}u3{}D#y5f<$6?tiUMg4Vx3 zZ;UvTFDyau`^UCHYW(&C6Smk@+KVaDSu=vW6CISJA$aR^4K0g&knkw!%^m`3!`)>x zl~xG;$lpl$#v>f8sZ z+4Eax*X)mFdGlA22b;i*Ww8Hq(*7R>fW7Yj@j*Y&Bu&jFxDP}G+5Lvf+G@0l91vwW z?mUkAH8uS~lGx*C(fwi0=F?&5%I(e_ko?GcNp#g^^m?fOSVL@m+;yVbj%3%yR;`WOYThK6=cZML4 zd|szuuZGUH9^Ubo|#HYOl8zDri+`mvbxqGWMWivD4P1Mz=*3i+^lAUzK?-wD@?d z=`Jve&el5jWFAy(7u}ka&ro&{;A!e8h+4#E!^{u=H&@)YcI-+d5p>muL-CXq1oH6XL60YPyveslxB$rK+}sot zFSBi%FSd4e&~Neg9nj8U>!YtJn51oUlA1xlzTc{w<16>_`rq2@-&_tz#d~646<0hr z_cWYfVK^e86<9pQ-wxeepQ8u%AcH}xr0>iu+8WCaCaS2c@Za-g?_bvdRCx)j`ed6&>@1%!KMQSt0%E#&MFsS+T+ zz1Jo*sVgIql7;ms#vmbU&QVOU7GB}?{;sw4Lr!bN%$zJL_N^$TU~*>JREK?EJ9H`M zj!vADYE(X6cQ|JzyMGA*Z~0!k&RtDI!f!`Rom&mC#aTo^LzdjMX|Iv-K?t1q|1XX5 zJ^zy5@7w-d4l9d(D`c5b0Kft($@+!hwUv2Map>9iYaYLwG!&T^UNQ}%NgBxUBZNT> z4}glW=;M?mdauo$)*W>3=wp70|J-Tw9=993ICDH{M3ph4i8wNO$x?3BA)23n`|DS0 z5l?Roi6&|~Um2EpDdejN{m0h{x$?lM6@9^ejA7GC zo!e^m=L@S8rPNm)wn`OlCi0qk$d&( z6^jV>5TAT<9?Cd1qF*h|{(|Ynj`@nAw{;iV^*um2S327!2@R^G<3hvQ%QAu{Qh=kd zAl`tyL{$*Qv+Yv$DN`fFVJZU&oWBEQQ!PicQJUEvX`k+rkagvt484n}F97AFFLQoRJg<*RgMM|mFs!b0!gFx#J)DeWKFOS- zN~R3!(lwdsL9J>w!nG6kdIqa56(p(B%V*k*6nt@4BQ$)*Zgx&4hU!qAlT{cca2x_^ zOs?v+#C>Ub^((7QL0u`|bFk`&Co!Tjhz}N{&b0feje!EjcSZ)4tyC)w296yfBP%r) zhLkSMDI0CBU4ZlPxDd4-D^s7vN*(qIoo%hp*8o7ztgopHeEPUm59RZ{`cxf!>m4?& ztZOa?gciogiu}>4UK*~pl`w?_5|rgy;S=q;ktnzNLuT^k?{lka5C;%3x;4Nt(BUmB<+t(rZop24aZn zvHr8D^__;9DSdIO(`48-F>OvBJ)w?i2|)~1j>@VG8cw2;o0nT85AsjSVlO47C53wA z1R1;>U+9nj*m&tf{AC4d7T3X+gP(j~sZgq|LTmP{vzhpyIT&ozm|^bj#XRNnvBSz{ zX-|@fiF!))0M1PzA>rL?$4G)}6tE)~19tq&{4?rbhP zE;mrW60j^YNno(0G4QD4X+F^u!oLcma+B||6CXmN=^3^@(Q>06n0ghrI{OLD&gqQN zg&`k`4WIzo7n+Yx>-A-whqg?#q@`8YBKk`dN~-^fZ)gcpp$E3lCClH_sNZ{8-Ja-| z6E>SMT0-)TcJ=HmsZNv=%NQwXRfVUJPjx~;1TKy|{N+=LWYWFAYAyh!T)uWfQS>aO z@j8q!s|d|!rrJ`87zI(=SV?2H-SXiI-BCm2^0quVR)qrVwEUb@nGrYSy5cFYwavDQ zM+cY^DYq0E0}(B&GIX!xrRRoYr_PSL3H(F&V@PHMH<#R(5IL3DhDFCN1wd?c;8`}r z1D9}6Q88qXK`h&V>~sDw;e{MCcItlBlmzzZ6N9FLe`jBHkH`D>B?$eHHzQcP%TYu7 z{6x;^FHs5?DHmRKWC#uB<7Z-?_Q1syLH3B6Kj#+L?8@PfAHAyKki-!2NDR|xE01B` zX@zPmjayqpbMq4B<9$uyeJygI$*M?B^(M02F{29u+W4`RUL75Lc4uN+S(~?*BG`N9 z&Wxakm{CJ}@)X7!9AqN3{tqkh9@j8>Ii>gAX<}255~bgw)qB>z%d)34)7P%YEJU-s z*M;MpjvH2L!X5XEww+SBdVjbvEIv3@U^Wk8He&hM?ufm|)yCO7%@JwPG0$Pcx3+X2 z>xaWjmLAXLO1Pfue}aA}`07U=CybU7SPHaRloZ!v{dcvtv6z((HQ;yqdyXYxY1Y?1 zW%9MF`S?;Lun=k}kEvE9q2(O2J0omDmTN?IVmj2}yQ-Y;&br_bqz6^kr&<^PDUnxK z%1YIF+N+;fj;j278Ao+u#yU0W{FQPmq7vj*IwzlxOI`qcZfSN!qNkcFRGW*lNNZ2W zxE`txkI9!aUgc*m5#5jZ(S5QKyc1E{7qkT}wYfuxK95eCunH-knkIUN<(jH8 zQ_OY_TN_@d#;N0I%oxv^s<{KXX30((XUF@7b(RvcZiYk)jjxyyLGI87DN1A7X&m;C z;c77O^}`ln>U)l!#kiZQ(=>49F}*1c%g2-2{9;Hpj3v+4jL((LXrzux%MwA3Les9! z(&i4-A~<63RbWn3ip1(+iJJ8athAFV=^mv6zIH=E1@)qeDz#O~vn-L?thAu!;O5Kc zTGcFc%GzvPO0=nzcy@y`Qxhc4A|=%}jEhvATjdGE(N~vfGf)KlLG|9tiC-?<7D+lp zA&=8UUINaEp7d{wSaOfF?_Xz2uil(YB&0z<(K`;yo;)_roQ0hag5pdac7~{V7G)LUEslzcsMa2rW*B8phU;|nCk!euKG~-{M{!uCfaBs|Mle#pK z+t_DU?uT`zv%HylSqxE^Hb1IV(y7{P*@duW*|xmcpoT?5+4Kgj`_)as4_%8!^Iy%F zeTavhqyK%o)1goob}El5ZpQ?M`}!>DdgMCq7R+am1mr|d-amb8|@hpLiu zjQ$L1Sq&@70nqkVrnKhBb{MIm%24Jwu45gkJ4ntJJqHjS#D=K`ys~Dx3F>k!eqv&dfZazwJ=k8 z|3Pt!9(W=tB%|eX`C5RC3TD>V4(v~FaJ20$~`#`cHl)bx7vN2nzVr3}qSlM@BMflF+ANkn&n$6-IJEP{j9h?7aU~tjM2+yhQyW%Vc-tOJC5c>eE zV#Si5&*KEiY%$Y`lh9}SDUo;XYt2INGNNm<{^}1wcEmklUi!$9o;|5ywu&>vmPh{T)S&I`0xdoWyS zjJ^Ady~atQ8l`=|o~HQdmJNQtpJkR6+l!q* zVS7~OuJ`z^K9R>7@3fcMyZZ*^`<*+AzYf?v7*ff|r+eFvz4nPE#+F2bZJX4f2lQ3H z{i8D)Jp=FWnZ5EasjZxP8beWQLY@-Ej{nlGjrUf>#RzfO|(SYVn=7Sk zUO`ZxzQ*AUG}-rYyyP6smU7^TKe|G6YMAt?p`s~nD?vHRynA$_MZqoXe83fO9s|N_dUiU@xoYc=Rg`OnFrB z(2?uWcU*Rg*ZQo<)f0{7m_KyRPFN>DI7sugvdS{s)_`la8an2G*{IQH-(`HlgX5h? zvW}%rEF1M0fXs^qGQn5B)riKlO?|go;?OaqQ$N0JjkL|u?0mFQcaAJvNtLR_Wy5<= z$amxKNFBrO%|$a;L5Qh(+Eo2%!liyKY+}C`Q-7gd+IOg`xPp7;Ck{lL-N2DJk-H46 z%^E#>=kVJ3;XU(T54`L=4h^f4Q0xRg>d-G<{=Pn8 z15!VyO>*V2oS*^6zLHWO#GS=O7NHYBh@Acd9qmNg{Ns~ogJ1Eo&0tYk!Ua7(aT+i;8IDHf+G z_*NXEGHArS2y=?A#tdctUBFNT>0$;ir^ezH5J@=qI8Bh5yv^r`B=PD zN@lS0sP<(sF)ltHjova+lABqs`po02zQ#w-*4LQ-^@e#P+S#b_g3q4SW@jDW)issh zM-sge8LE;R_1}wq?OG9cqOm|2g4(>xS1YBtM4=M^!eJ5_vL6|iJ zPHOM{pi(!`*1tzPTUgaCsFNn)9MO2GRJgnxZ8nB9Tgo$5uMMbAnIC69ZS@v|mW~E8 zPmIkR8;ys7Q-y>+vlE&Kd@$@d;AZ%iT2^~=p;i`e-0u&`#5B!LdR8uvc55pI6$dYB z3w8ezkbE?>BYgd)BZg`Db4lD2pc_W|oy2c&PAiz+#|5wjwh-=}Sm zdCs(gXy&hJ1j&7xv>wB}NyR)JU2m!NqY04Ts^PJ)g>9)%m4xSaOb5=-qA~|?W0DecClTjY2 z&@WsFClC337OB?HOA>OotPjHnFIBP<9__dEMWxJ^0o>*qziZ@=K*at8WirWb!%v7>NRYM?OVmr7eWB>!xhe z;K|@kh`(lL3*rQEz*iF#5yI5l;?i^2ZX~EP@_!@rzh34yWe1->-vK!3tH0T1(P0z3 z*8%t@VGD^4o&&%MD^DPmkGUl{i+5$8r#(6dV9klxO<41HIe^`Ibb0)&+JbaR0l&Tp z@`l)|GY*#PmH_~Dv*sr6+id~u767IX*%XV+BrsA1FA)ba_yD7a;J0AbApn^F+@WV@ z=>{rI2f#joT*hLHE3T@XxFLmpA3T*M0P=?IrozxQuX14402&GCay7+z@ja`^|H_jD zP?~zt9&%;4iggicMPd)db=!j}gBhR%v>TL{rWT3yN;0O$pVUNb?x%D&vRHX8>00ANMM`BMcz6 z)L9otY+>lH$UJ9q@rSA0TmcE9xqC?c#-JbH6{uZR;AfA3xgqW^S4YhvA)I!LUdlN9L z=0+3iN~%_~X)@&#SeWuPO+S+Zv$t_Ha#g^1Pff>Iy-j5Zy{CYsOj~#P2h@pn74eF{ z;7$kiF@Z$R??{K0xSw0u$k0z9|LgbxdoH$1FrB{3N$~^VgR&Ko&n<^|VwTpcYuJz~ zX+5rQ>7ed86k3T6NiG-p#XC+Q@9G6m#c5Eq%wk0eN_{g)rZejLK?XYcFR2&e z_O0bjP4xdL)fp$MI5DO=v*}CUzkh!ObYS60=Wsy4>xhIbljTfM+nAwn(%r#`|KvBs zMcyf7D)eGx6Vk4z_ajmx=ARfsV5A`~7=ej9dmT6d(VOj1xpB z57`vTBG4aulx04dbQUaSn!DeA(jP!8n-X@F`fuPeLEmi5e$ixGTCVU7!AHzokGnl_ z|1Dbig)%Z&(ED+Um0_2nh5l@&NV!y*iMrdt|E6%1C7jg>UGehgolW90FHs9JUTMfF zkZMvsFwiX-Uko-Ns7OZF-N6D?b7BA18GzjIUYhB@+}u*`s|O^zFlH6hOc*D;v+l4X z`b`C_!my7Hbm5-bCae9&sT#wN!OzW0-?-AvKYIa-G9k_Z$A1wf2&ziEvxY%?qsnRF zWU2o(f26h4caOzd2Kk*doyF(-Mf+}3o|n(U%7YYy4;|=H0VZlwe#5&1*XHZ#!9LF` zxWKsdd^h}h*WyHt(B^Aob%O0lK1b}*-0<9prP;a34LhjwvBKy3@nnE5SWCs5T(O6 zfl10se4{3?9N@zHQKN^ekX>FvZJ$4~E$`0R&*R3hpM8sy&c6l`(kRJ>Qq zm=o1*ip+SFg5JJ^mmTJsGu{}VxVeFaSQNJS7G%&pkUyJsPAYmuzT4%~(K>r1=p5q7 zz;+zlYN`GGRlH}Lu`(~}xtwnjx5NwAoZN?&+riDG@ToU+{PxF$2_uY}OOV8GNsSM}RoAD_06ub|E&y#Gz)-{VK; z8l^FAoObn~aGSzmv%qt`lZHQAg-f@*K6qpxGiPi7=PJC<_UPL|5*?uQ1d$J-gqZVNGf$-MiMzIrA(1IKGDUV>gVXRsGM#!};1v3homd;?fd`#G~+-cC>V1g}_srLJ{~2?$H% z3-`@F`U|$8#`?+YQ8C8xIH&jSxBLV>kh238csU!P{AZgQwH43O@~C2_ z&*eL?a;+@jD_=!(LA7T#2j{tpn-D)j-uNTAepTF&hFYd|FNe)7_pDNt*1jqk%XdvT zVGe_^lWdP#D#a9pt<|HeIDPdxmMB&p+3fb}yrbm%F(VsKp<| z{#}GR)XeAl>FEuTOC`aAH_bR|MS{%--o=c@+&;+wj``PfQe`cVXLGVMjvg5R>Kh++ zXkeS`mfc~xlcJBY6&B;5?6_`TW?n~G1HI&ow&ea&TK}76wJ{BM=M27mBGND1d$rmY zI)4EA!|%&|)K7lNPe$Yk;gVC>8uV0BSkBa4bWnzo-rzg94~^1PR!hw%cd2W&vShxc zqo%(-|4Zs)%VT-z!hm#~Y*3m&^f>M<4CB6TU^aail8i`Fw9g${%u>H-Z^2@>p{qFs z!<>RFp*lG%Tr%{}mn`}Y!D~Gf-o2y??)WivsIlRC#Y2IL*tb6kXVahA&1IDZt!Ey~ zvYX7h#(>p&XSB|qF8Z=n!$X9lx+vyC3as?lqXR z>}%U?gSxOL6^j)UJ-xw$u%`4ZBZCpF-E!iUw-H9*2fX?&{e+l-*ikdbvp^lyT82tOB@QeGXP$0eHE7{lQ;p-H% z%RrrUFDazWNM{Cz%A+A$(MS-b0eq&@GGJ`P+TQ5Ze@4WT$zbN30=gNDoL z)OWFkg#VCge`JNdeWs85OS={h39ggR5`tPTE(Pm6^!iXP6oK7cr*&F7MenHpkczCH-2+QO z4>N7Oefb(Wyz65D7X`5%w!&xlA=W9+cIEKn<=$WQ;E(V&MDq!yL{zfD~cHsgQ5<4?~$L zZF>rSeNckcoEveTZgP(#xXe8bEmBot&o2I{74Bv0=?y#-z{?(=7?}j_XHw1^$s2&r z9xgAo<1~tMuN)5#GFQ~{`4Rgn#_q^?Tgx*7dZpadvQ1|Llj})a8J(_+%H=Hdt}k;) z3(^lA%&chnI)Tp`Db=bohZmmRjgvprxMov$Yj9;Di9A>q1)tspDo)f#7?V271fUm3 zGeQ_H0}*N8G_*#KFJnl8x(6a~bV`dq%8*nzIrqj`ZpYUJY7RFU_H+3|p>vJXo*OHkU7}}$ zg8dX>KI_dI{&zjRKcW+J4NuOYW?kW~M90}1vi;nd(l#})f1{JdP=yY7qi>z8ls7nu zj4apUwVe4#^h%^jZ{QgIN|>k?do0cbGjDL>uHi%m@8Xe(uQq0CT;1eJ_xAizj`rL6 zc+Gf263(R~V?70Pa5rV{-%v7>D#Mh9XU?h7Zepd|PZN%`kbN{NCVr;DaG(y%|Mrdv z*b`y{#;O^=_LJ)$D$X+(@7PzoYmNqq;cniCal!lUixE5(!!w-cn}>+!sbQMpE*Y8DW!|{wWJO19OfpiT;taIyyS*A3*4;uJjEZ!v?a4_yVa}b zqY#n~iILM$Ox?F^g*Tb1y(6v#qR4~T%TJ%x1u2j{eOfSY)XDlCA48ZEEiBhY{)PSp z>80*GD|%a&Ch||>{53JFR8Se#)&Es~qqUI@r6k=BRxm6V6{JmxN_kI39rrUz5FB6H zf%V`^MruG4Z8ru)&$=cs-DD5Nb;z(kXSjS!-C^BokEC^%eHqilfMGCM# zJKRv{PZy~iji=A9DfSWlT|1piR7e0R?0$SN>{UFBI6eR+2Z_jJYrg;6@W%wwFtscj zo;sKiKdc-(4_HwbH=i*5SBDZsjl!qM)O|sTaE-)kK(a;VeTpr56(CG`QDv;*dxNGO zFpas1Q__RCiSf)EGbgkL@)Zg(enxvy5?Y~bNprRdhQj{_H03O z_35Kpe6D(ZgNNextC5XFzD-QbkMT?WRxsg|4^x~)dL{q`r;8DX1-<)~pMIqt4>j9u zm17H;uvcuYv*!fJ68ajy+bU-GDBhYneB=QE_7b!5O*&Q0y7G=;U)HTbgY}@|E*%VY z*valj&H?qXNn}{IOB$+CU_ld0YuJ;luV>ej{^u|x5jVu=VcS|S=<6%=;Y5;dqFlle ziN$Z1Xy^^D3DrxGbk@JQIWSVYZ_in$`2ENn%~O^i?6PAjpDFQ5f_p3^tj|{M2p*t6`S?aJOGUktFwrr2By5 zY)M-TEdA>;dShALeKdAhoS;Vbn}T%;{62P)v0XcaOYYf=&-j!say+$ z2*U4XE;v}YoseUzh_0G2wU+UDPqs4{>?NZ)NPRH;dd0@yZ^o z>x+co8!$yK3-zv;iC0nOvDj}Z(45qJ@wSvv!eoZ)KpjP=E%@lT>8plyoz`4epd)+f z;5fQ-cx4ai;oBh4oaQHb{cBBLxi( zBrch>ju48?po(&_utDX0PbD5DzWoecybA5|BmD%a4zEr%hae6YrnB@p#safCIGL(w zou(_*1Y8+B`P0#~jTOm_d#r?_Q0&y*%6D{M62rshx6(;QasmWT@2AHR%Cn1nsEBQY z?;wWVf{+?7)LsK$MN@7?&QaOD-+b^%wP#3ECZ4%NtU@G7rt4_=H-@3Y@@-XN?R)Qt zXuGk%N&s<+a=qtk_=PXH*HrEQ75$?avMjy9z+1$u{S1BA=bLv&QO}o-kg!XHSb-^u z%c=!F%BIAf?bfc5F}*hY`JR5~PS;)%Nee6Tp%PVyMx+6x%PcWENH@h?F%fqzKs7Eh0XI{I{Xo(a`auve=&#+$IQz6xqB zcz#4r5e+4Ovaq8<8UC!|Ua@(2$QZxyMf=i%?G@uAh@gKjLW-;2UClmu#NsF@G^f3d zke$Dqt8}|SfSI{w6Uze)@AOmEjuZt!$s1QdeWn? z7QKu_;{ivvSAfh?At?CmUF753cu~1?+n{aJQ)`i*xf_QemS?;7o4nGpmf|ZscgR}t zo4B)fRC~|RGLh9DHld1f8R!}2DS0(_Wrw2R?z~i-=GDQ;jF3XkggUw3kB@ofMJ2eG zW9wrC98Q=(Aw(2n>5;na$2+>{;lsJv8Ns{$WcpCJ;Sqtbx&1=U#+JEPN zO)W;r39r$6L`jF)aZBKCzrP?n6Z5Ph??eqrN?;j4ejHtC0!aiokme@J?uH4wi{m9X z<|RD`9IJ@v{biL#hdk*D7FwG>TJdDw<`KG0GH+D=X2O1TWIyM_VNeKOskd!VbPR%t zyYU2EW*<)s`4uENK3Ejr8k$zeO`Mt#T!WnWX8#u-L&%5joC<(?h^6yUqq3~Bl>JHL zV<%0gcOgWGte-e{^Yn@w{>#GZPYql_R%of;x&H1(V6KrNp8~e&Jz&sjk)K0TAmie1 z@NTOLJv``C145Sl^jF*ZOk1kr5sU{nbN05;3rhZ!Wp=yT%l+!l%YawW4> zLoIHh#vc8CE4kuDr{wCd|Kgeqm$SKY8w5@ZQ?g)Pa*lJ29bmLT6um3><_cdwH3CDvxOOOkGKp`vm&ldqY?;5F zH?o4~Vz}8v)Vr`z=tfI0vGzX4rKGL)F82d^F(y}X^|NFibr?jU7U;P-E{UkUfNGe( zSiSOH$x>;xR5G`EQnOpPRY7B8nE5s`mptEk&ji!0vC(DL&2j~5b(!JHF~;bJ{W;|S zo?>(Qn|+<+`j-tGZl5hTZ(wOH$~o^9nzJ-r$wD0*9O(DIE^1YD(d>EN8fJ zl#O&Y2HULQ>>e^mI8vw#?n;Z$bKCd3xhhkmb)sZ8rQ38JsRUQ~W@52Bqo?gs{+Vwm z24OPS6g9SCfsg5=R8MYH-+yszDX0$7wO?JwcU{S%EzC))TXO93#xiCVZCMmFHSCiP z#rmw1LprZ^<3iTGJDsb?3)wb8J{H-RK6D27+l%+Pw6RvWe%%OvbP9QGks>4Nn_H5&NE+BnRIMgVo~b7 zcdQF~hJA-=s61NwWj%F0!;yhW8{t`E9g}o~CA=?LKL_U2^XZn;cFEQD@<-lR(kq1B zs`Ca|ze63qy;~{ATTrWKJ_@G%=-B-eCVK&KEGw@9V4MCXk!&=mnZe^*rg0d;13;RK&$o_)IB z^da=d>M$H%Uk_{<@ugP7oP`q23e|>OZy_G@Sx2)Hq1m?v)4E=2PDbn?^vlB9>Z*bO zdY#9dY_kGdaC0f3xIG8nmab_Z1#0w>@r5S@a&|{R&UE4l76M>R^}IKwbxzaibm}d% zH#x?fj#>X5lZyND%*NPoHDG~@on(TZfs&uQH?f2n{NES%y7`Q~GJJNw`oL;XrM88_Yi8Ti?G@~O+Pt_#G85pta%UP)y8rzCzuNoG zsHV2I+bA44v4AhA*Z@(2qBLnyX@ai`p&Fz~SBjK`A^}2GsvZkUFG5fZNJkI?gen#~ zNDGhz4gx^}0i<{C+Stzf-EWNhW<}202Y&99zObjW;wsbCyamd;0hru_O{8lmL~+m#qbz8vvnTJT#r&PghyCD≶aPQvpJPBd2OhqSh5w zt;j;yO5Qvl`glTak;eT*GDbh19h4r;*iW1j{ z5+E^15OMsO_S^A8QV zQOrDLF(hl{){W$_l;VmZzNy!(%|j86OQwyB>$%6`>{MxI_YU_*z>p*hkhdxJ1{IQ% z1}FE!nqEe|*OI+_p0M!ks5eBzc#KE3w85@?+lp67LY>}VC4!_%Kga>oK^Rq(#U)Zu z1+bVp>VD$NGH|}=+kzYN!r(E`s-y2hcHw}Yh^n6lgPnQWUXl@sZB16JD9b|3B1%#* zrObW8d~z2TMb_co93d7%`KErP1<#KnU3c7Zi;Lf5_$?TIMdOcB!g_1uvdZVHrFCS8 zK+N3F%}8?>2dI&~MC4lnNakP#CO}R^iBS7`2c5y0C3~vvu#n)Sz{a3}oY_zjjbNl| z`Z333#rNsJ=K6qh-^bLo9lc~v=O2)9&n`DY#fEQ(oU&U@tR#}(XW~tnKcBuRth$~1 zz;h6I=dJ?K`B?NB8E_Stz%@jRmlomYo)Pgt-^p4b}6-rhA+dZ*i3R*Ky?h#Q0 zu1pfIFbkLGW7Z+Z4|mlo(lfv3&;3RFBHYb_G;f1j^a+@h?K+`+j&O1TeHw`yNei5d zYS_=%Ufu5YujpgQ(U!-Vc1qi@sNs^hTTh9qG-UbUp03nzr9Lp@e+FG|`SHWg(j3cU zUliE;hgldq8vu0jV$wYg|zO)Nr|2wM`tQoFS`qM6>_Yy>75yNx$KEI$~5}T2UgY zo!U87jvMbz!zj36D(yScaO)MHqsifJC(-=*F{9%`(sgF)%Y0GFMUf|7sr#%D>m|du z1ah^XpSxzaXIY`?wBTg0V!q{m-sNwRrw_QPBDyxHh?} z^W5)*kMtDSXz;Z$7PT|)oWAEYIo<61f|d~_%p$Htt%)~CdvOArEBOhngGm(jY6Okd z!FJ24Na#^E`KXg#g(`l@m~4&h+jf_CxI8{{zp$C?HSxbdd5Kpg|M}F?ld0Q%=AvA9 z@0GFiL~$dsv){N02!EGr9npf5K;Dz3yppQyP&OH*ET+)&$kilQ2+RKkiGt5ZH#k3; zn2L;&l&x{tP6;kv)`|r2{H2+zZvGD;BM@BV!pxD|x{*_U3D&!iSla6_9nX)EDaek~ zgIM`v+V;2psE@m%YAUCxy;meYkqyIHT`DQI`5ZGWb`;ijRpde9uE+&}l=IFE)!Sku zPR7d&Q}$@ISpIWbnUW?-w34Zx=K!)#+%4j~4vI^E2We545Nn5o1t(v^>r+-!Wt zTxRyJtgE=?Hje@un_c`y4<;_vCU$^pV<*eCK0Y1LCcbh; zEio2#ROxFThbe?1Np)3IZ(@{G!v}lL*Q|&uSUl`5Z`2*zRn=29H?VwbYlh0^bbUo# zdc{}`vtP?OqjFU~VAvxg>iMnN_$dE>fyzYbSAK)5w^hXsrguIdo4%f}I}t8}86tHO z4#Xn^Zb)KNqZBqLr#3(uPXV?5cBqWe;)OnShB9L>QKd3t=U%CIM5IIK!4NmIcvqCo z#>}Xf+x@7c2fntS1a~IFyJO@SfpR;xrI`g3{yDpz1;5F#6(pj#zixOce|y06nOyav zm(N!Q=vRzOY=+}*C*B$Jj`Ffv5Zmv7e|>03&Y}Ljx-qlFKERGvAR%Emy4L!HPedI;SG~81@ zc{i#>j3hrS6o~~EA3FTL(x=K%V>FB9Xbbx?ONE#$?Lj@l%Jun(Sj~m@1yC6A?(j&T zmBx)gq^CizF9Pb!`YZn$6@=?7`{q`fhWF9cg$yF<3!_3^sYf&>GeAaA`ccPL z92;fA^WBGd`9P!6i*m9w~_dFuiqE z&Xke636{v{Z1M=O&cK+1iY*A<@gf-cChs-Zr)`W~7E7ufe?&(6UFZ_t9ic2M{H8Vi z3B^<*Z&>h4DVtoE@Nlmz+->w4*&RD`-#y(O+x=KF7OGek&g6M*?9q&)ZiI=}VDay) zL9ItUBkCy3(q_heZjvoYq4SY?J!>S0`Js7gEeb|>3tpWv$T`71;_nlg_cj^~E8E{b zHq3o+=ju45SW(hwEOO^xh#sG?_x0*6Dbg5?$vl8!9BZ;M1y2-mRJT#t8hrdpQu{){ zjBwzc$-BjzQCEh+Vq%n=2>vT$X<3_9O#)HQMWX;&V zE^#nFGsq`Nfp5p#_2+@7h9#)5mz?NCB@v;JI8ppyUNA98736uwuW{I=J>x(XeNPox zmZNRn9m}|BHPv4Mvi1nyCIQ#g#VO~N-7$eW#GQX^n{+WIWZYDZYdi<)JwC*!N#KpN z6?7}rF+85qwA*vNUnm^Ydc6zgk|i_=eAyCmO$4clps)*-a=}V4sTjBOXV@ha*EiO_ zLWihjTp7L^Fn4v_FfMp%t!2vhTJ+A|QMdK7Yv`3?h4-5KccvcN#}K}yc98Q-(O9TY zvgK>`QaFa-J5#@632LxM@821WD8r(6e$cbOr(RFr_DsNEGBZ_2!OU;&l0@g?##f&M znIE{6I^EBXch8o5qin8NZj^NzsmjduS zW(ruMcJjTzYP)5;6x33smv4U*^qWaAyr>)B52yl*FFBHGUJdI6(bP%&^Ml0|^Eu8r zkYJBQ9Wdrvq}|cMEz&&=16G|kSpzLfwCl5Rr+E#?PeMun^xt(WCdh0%9eo3- z;w)6BrH2~N4BU3`JNd8$`DqW#;4~!%LQ!nAg(M<^rd1MmEVf?F%bZznhS|SMmDW32 zV=HNUevlZkIFs_0hK&fitx63hFMEpN;83^=X4^$SkOie$0XHXDb~^2R!gx2f>n`Hp zzQ45%+yd8@6Xq?Xg4n;d3BM14Yj`CFxoF>qyYoyi{x(f!;30A*aHh?=L|?0oUjP(u z+O@wRcc*SWRG6@uyWOXiQ^eaHLc7$IbWx+K;4LLZhoy{oL_OcFVNZ{uHAgDl$=9w< z3{U_k6gXD{8B;_?j5oO*@e?Z7x*NA$Ju4?Qx~u+z&XuR8#}FwzjMLE?f4aWl00XjZ z63Ee+mPmblQkGTSHj{k7K&}=VPLM)4LuPxP1mNRQ$*DDXqT6C;K(z0%h;73wgk|s) z$xMUVrL>7#Xjkii8tRpIW@@918o50Utb#g}t8^={nApe-Zbhlrs06T0_!bR;dh z6*RLBAbJ3$Yi9bbf)ViLf%Tzhq$x3wgF+r(^gC8KK!U&_KPVCd=PDpVBE z96smXLawJOD2Nep8u>m;(^fkC@gkFy^e`mIJ6hkMMM{kP*t|hP{RO7u9Gg7AHImlQsdy%~?_&((P zwGCsyia?hUFNC5UkT0BHO{St9JONLMG~TC=U;_i>gmOt7uQFXloN6jMu^tUWh7`N4 zCp&t~54VJAAtS!P-VPJWgNy8E+}qpxH^L-{es|nj$AQ}^mc%v`%{}uhV(#}>;b@`2 zZ&Hz2#+ke|m0hsL`Xck4tbgy^5IXj1le<4=JY*lOK^D(!F?$F`0a36;>VE+^h1GR^ zgOdP-;K(K=yCP3)5iDnOf=f!{*zQKFor)VsLVeK==N@Lr&NFtp+5u-MqeAd6TxkT^ z-hX{!j=1XyNY|t+M>RG-p`UD58w5!6N9uq`3PLxNN?y~JxUX%3e-ONZ9Ixr^ zHMaiS9OZDFqV;3oEVD(dhLr`AI)M74Dd%}LYX2U46kj=F7<0x7i`V}vcK-N}6YqOR z?LGGXkApWe?jrLrEbtfe3$!JFr!!X$m&sC+>Eo@y{moX8lAkdp*Clr9zDyEe;ATDL z`8)q9lAan`j+!a>NwSTTpkHtW!M+Kfl5a_+5*^3_a5KZ|lw>_{pOV|)uGANkuLYgq zI1St$#FC9a+!bOR!K!^l1Sdg)E)&2jgV9z(UM)4a3~#dn2-kAeDNm7k#IewF7P_33 zLZTCTe~-!*Ln#*#LMjBK*LDd(6SJBEaAWFEzYcfYrT(|1EX>|HZ2sBD|Q;HR?HWff}?6|n#2Xg zt9LtcQ~&~28Q&7;F7H&n>6rEkA~SS`fBZY=bsNl9FLw|Mc_{&jj&FhL-yn>WFH^ue zW}GC`Bn(dQ9Gn1;iTx@zg^RvO;+rTI_-J5m3~1=z?@IqbvA zSuUOiY!*MyZjLuHR_!(AK}0FyXRQ4m*ZKk#OPdK;AtSQ51x}{28r+x4f_nmr|Jut9 zzn_Ha4#>v`=aonSljyKY{f(XAVWeLKm$EE95eQ!@(JM8W9HcrRH37VzensY~M zSA*?z?&-Am&e<|+A<;eFi^{p?>jk`6;wqEWVqloO8m0wyz$0QIa-94MMjUxVPut7k z!5V{mZNUcs=A8x}Err+M%Ualg(R%;pVhB^da#X@R%cElT&enm5Di%l>o0n2r0vVy8yoGVKD%Y=rKy{F?HsTG>0zUFJ}^m6uW|Y=;rZqG z->s6V*HdVxg9C0vX{}zv_iO=c6I&K{89XNVW5fY>Z6zoxFNE=00GG!LkVVXgEw@#$ zSzJ)hFg60x3h0N~Ai*mlO9uNLILj;dDd3s}n55qoM6fg?X0IYtY5jeunpp{?6LN^z z|6R;feL?L$5K5d|*t=MLkF5*rDE~OT2huG7YK5#>)A65|o3Shew%T%jmNGx?^d!j9 z9ypMY`%O)e3_b$Rzn|eG+(ZvKd5)M&->Ng-1f&PZ@XL}9JS~*t7dJ2OnY;ISOV|Um z{A;Af7OJrSKAt0E7xJDX^8;TxsM&cL^*#E1%Zb%EnxHs@#GpaY6P=$(2DoDEAD5`H zO_alA0tv>z+@bJC5<|8g->?3w8N+x==YvFwYnkt|+g4%Wp)uqo2w2&;r_&3N2mqJ@ zB`OU);~+kkKbU3#$rpe(+Xs-l2R2c^2dP^nup7|nwls7rk3N9}Y8Jp-GXEH{;1Vz_ zhW{9G_4T45h}+`;b_^}v@4~^h2yXOHWiyT&{nt1serr+Mp-qMoTL^N)~c^-Tr362Jw#&X{&Sg~`f+JrJ-8wk$sIJ1 zU7KGT3fB=;(4vQhD=zf#;f@J+j_>f<@~;vAvjMZx^hDIBd)AGLtnm%4_ZY*5XXk-U za)4jQywLn=FV^Pyp#VzCH(UALeM+qLH2UrY%7i1!)%Gw9V%&pK=|U%rfgvL$LOh&x z>N=Q428%~Npu!|T4Hf@MCj97mbeIpEURFat2PJ-Q0FFEOOi<@Cm=`6sSyRC#!W@)R zE<8SH+wBH^-6@`z)C2kB|srA!t+J^1@%s z({nWnWX`9e(#TGbY)#RZadxQ5A2?^Zs)%boJBoB$J2(>lGP=&y>G0%nt34n|BB^&^ zU@_!Kc=?w_Eb?mqY6xIYa{fxZT3U~Ojeyp~C5Qi^W%9GwEntNFFJt9D5e`Uxd<=cFqp&uPGK!fdz9 z2IF=i_BH2Zm+C7DT4o+rlkDcaI=g`;)#r6??d)URFvfu;cJKJGV3)DUe%pa0O0Xxr z>;{!}NW8`>qg!xDLdukps&>i;XuQf$p|k`7b%sNK{b_47)nB?r244l7p&H$u93Q_K zb=SSE;FX2X`hilL^WzQ~r;*%lcKox;=%h>V`a(YHY}D8*`SJ5qq}F11NZq+Y1-#f$ z(|C&O_Vwr~#|^LgMf`Jgg=ULAgbTn-0NLJ_sF#{`G1D>#8;%g$p{Ehg;bWjv#Wl~9 zYZ`yX!6bQU;I8Z7Xbq7*DO0$1W4Ucy(`J6Yc=NrA6%OYvN*uQeT~@xIum zLvRLs;o(~ei?5T>ISw+|P zZ;!`ztD7MAouacMDuRaZIl}kvkY$Cv*%M)--9yKG6l;uVuQSerYZXqw-|#%*+-Y2( zczkdXUEmy@qA=(cIEBu+l-9)=HtWxiHVAEWREkwT*id|G^`a_OO4EF{w8@UN5839t zj3tG$NkX^*3^F%6LvF5fDk058vF65bU^(A8+j7MFGoZ}|^_U3Jn1L9yLXD>d+mPp& z=NPg>O-mfjS5=!`bHX2;QTdi4Y{fv&_^Y;JrQy8>z1lVdrv@Dvg?wLPSbe~(pnm3L zKBm#DkPro8_~)J)T6X+WEVKiu>8i*cv#50;s;0eZ9OrT+!$^8^%BkgF%c)_#07Sy# zu30QAZ`#cFI*a->N;O5YyOh>xc^RXwC_zr&8Zo*0fh8V)$K~e*yI$_QD&`jr%YSsT z#tel;G_hi$%rb}!!FB2^`9ORtx35QHk$7#1jl7LT$(F}Fj&PUA=bpX~TgHhjar=CuKS$YHa0o#b21N5ZUdpNjgs{;vY&6vsUnA^k0q$l_7LN zB~JnuP@#-oLFp!PyV7yba0J}h*L`6g2hC6w(bZ*Y@F^AIM1wo`%$0>8m5%VHOFkyA z{MuZI11W6>@AhuFPBK(gbJ-nPFj<7iCqIpGGX2wh-MLTu zE7>|kKBc-nv66!}aWM5SioP)BzY*OYj&H6_?Ur6^nB!SOSZb;zF00YY$F%8b@S&Gc z`^0Ol&4JCBS*B92+ctt#tap#T_yW&?7~Hc#4YT|X{vEfccw7R@J-C^tqo1 z2-*&llzyW0&3*nemswWjQnN)aPi6{nr^Qgr{ozz zBAu}M{A;MIG1Lw!9o`$WQ|IcTG_l!dt)@T}vEVDDJJC=cbAc16Z*V@z$2%HV<84<9 zZ4Pxv42jk5DXZ3bFd)SRccu=7mlHPVmdJIE$Id5q-&hP{-7;q)hq!>ml|Pk%7TAc%-sL*(XyY$ne$jBZR_NMakMUtrPqI))SFV2d zrj`7_%{e*=vxV%R!JjmvOm}sh==U!t$k4oLjFq5tiAa*agQK4fuT;36V`M@&J%W;I0snq-%@! zWLSkOUYQD53CMvQhG)fT5fAHR<|0`g0UNKGq%6ZcIn3N=g@6DzC*UPI(R0bv7GyVn zzdP_2R==AV03+`IX|y%p0Dest!{+0E!N7VG08Ms5i}rWS&;wbu0y4|5!M`gKv*MCx zM(+LrHNp4%L$ULKdD1!8m%kAAFIcVT1d(96b4>nuN}!M4a)14AUOy1*XO?+=yZMjT z?*kEnAa3Px=c#eb>o_3O{xuf=n24Q) zWWbvJ^*>;gygeXT_-mAYFNb0Piy^W6Pp}UnmI=Tc>iUmB;%5&y$q%5Sa*Yr2XZ{(^ z{2ts1C@QZg`Mm<6&;x2l_A6@o*;}r9pFD6v-m-A`xr)HLoEff%l()ZcR0+e@U7@;-Z6ZKeoT(e zVo|Wkpyp!x+N8mshA9}>{_iIh+qVSp;92|8+w9)G?FuDbQzb{0n@XJ2NzMlMFSnSo+VQ*@l(4A zR*l|u7u0(a7W=3REA!*?j@_8vC&aPIaARJ&Rr@I%$G+v%uaJ-Hk65(nEjoNWADs#J z3hSCrXm#o>7>uhc%XNZ`i!oM$wiYWhEsb(pC11J1R{G zV}AA7bP+ofgNVZ9b+DI>RnY|gL@d#PzGHo-q}r3B)U|6L=eBYv(qe+f*vkUfQLRZlr(y&8}*z7>E|GN)Odh)lmbrZ(y${?lrdctB@NWX~wjZA~D;&%+YF{*Sk zvIqSQCs+^`G8;_+#n%7~Kqtu3>D8W!h;nmrYs{I|8zg23`V+=S(FQN=3(x22Kgm87 zDrrNuJ!%|#NRFy�JsOL8#uO!IuiJ?HjZaQaie@?6PWGd2IFBsgrj#s^b>WsxpG6 z%TD$ZFF;eD+X=@Ce3gb!Rp`tju_19%ci#2w6-~~og>ViHFS9fY)Pv%n&+H{*vBI;- zl%~cMOZk`^j9gK>{?_s$ii&X_rdKH*n>Ju>h>#QzrpgfSg~>LCB*lLMZlXHf$7cyP z>Zj=DI%5QU%4pxTB%|XROr@{f?*YZ}3%o;^4Nf2_3_RJt6K4MXSnnm^*9~ z`hwbqxB9`j%-szN2vO7ewcU|p)_Ag%g$>{ScyrH$F)T+ykhQs)(?j?Tnu`Hs_hPr4rfQVn`JP;V2QrE4`f;YHdqIJ&P4D4jUmSxMXdEAe<7n zYin>(gN&C*L0d!o*Ul7}BrZ~%S2SjEt5H{RbeR@~`+x`ACsC8Y3aKial^{lyyrybR z@FS5yV`i$>xe}U`czP2xMfZg~m*cZ$fwL)$Ye}zjAzYU043ebaCCx zt6^ro?emVq`f0}e(=nK$2#n$>F9B;vg*ARfRG>{cLrM6P!gtgKMxou!F@Skr>jCYc z!51m6FMnM>+ZKKIPH98}{0sU^v1U4mi&sne{LxYyqR#jf0}~Y1whyeOKW_xmMGd=k zP$QhccCcY-M;CPk@=?zl0$ItkJat@-a>s{7w_#PkS-o(|tUkD}#JYl{9GNNIu+-Ne zcSOz~X1mpnAnr(p$FUdYfp6HOYq#gC+;bLk*YG6g_Hu^`OJX=emwi>=N3Ds?^v)f* zZpb=UG+M>?(so07eP%kb$r-7sS>LGHd~fH zj4P_OpmF0tgTN*$l-V1RKT2&HW6IQ*;=(i#3c&Ahcj86yS|Q7a!LP>%l$qs6XF6C) z!w%e1tR}n6%ePwt#suOQMRioE<%AWN*~1w-EaTY25JD}}Hu2ZV>Q-F z@~nb>bU`U!ZcKZXaSQsBi+$fc|AinluPZjFWu@MZylS{WS-8-Yf5`LQ`0icRz*E9O7_f?*aX0q^0yUaWB@hWi=IWVwT$W1FJ3Df6r? zXVw3imDFS~mSxp0F=cZYpJ(D$@W=;PJE9)6JhHofs4_UamQke`9uKUd>qa{Q+RD>K zhWLs_S>Hx0RHi&h>bs8&TsinQ+L)*JF; z?-y{TkYBx?4h01NhdbK-Cz^-gL-go|)jS4J$`woIZ2%v0=`V(v!A*ehuwT=i5}Ol| zNVBL9#_F%530pxNA;o`#o0{ty_(2K_IF_U9~ zc^sI9jbIQB#6(4ZC$fJ=Y`?(hPw4m^aW=(K)=Ognm04jXDDQS3$fMi89s8)IB@dDs zfA@~J8dgmgT4ef<4s5FP{VneQ_X`FeC42hD^N>(Q)l3Z$lB$-|s;U}d9%`PI znn{XN^Heht(UKT~Ac>HO{GRlDzV9F3wch{UwSH^8>tih|9!Z}4Jp0-EzOVbbuD#zp zFur^2=;@;%5a^ixy}wLBARa0R#I5t&5#T@KdkPuA%OQW$yLzCC!80qs0gvlVqnjYm z=UD!I$HTxepU*vOe-P++2j}-tmv_+<5XhlQ|F4^7!H{*F;IO@GnB;D5Q`;dA`G~ZW z+=;UnrN#fO<}Hj!>9O)szabMSZ=xr2ZrY%C!pjL#OZ%aH*h@O;i(x^T&??Alyw^H~h3qB)htq}MN8?QLphZZu=J+USj^-=EbAJU8FdqB4}fY$9{>;Q-b_ zCuD!CE6vuswU&hqS{}}EnXItKDS%$A{6+;igcBCQH?4~i;!-z<(P7Ng46UF*dRdG7 zEv`4$5c|7Q=C_09V6Nhqz8%w;9ZtXI`{^w7veZBC#*a@`4^}pBGzErkhE+tu$*uLc zz;C8YDV~pZ;>&VJ3r*@5N*xvIyF%i^N?yS<@2D&Wa_NvxfRYn+fmUx4o?s+L{(6~d z_EidG;0)p8+MYGryLcuw%Csk`w`%-15#f{4Csv})m*(@BQ%prFGizno< zP6|u5rDc`Xc;Ypq`HVl6ev~Tl%7nkJ*9#5K<#8k_l61q0A_C_XixpNRxS(`-ctBHI|IqH{UjD%OXh$w)nd^vq{ zNGkiXBc#2VoA>yaaqo`2pM}ts_y?6Of#oqaov8^09mSF9T}=I5|HbaOjfv-GJ%>OZ z@{D2b7l-4O6^%|^aI}}*EQothNcBZM@Sgo9B6OOtm+yC}&AjA$=T$bz1Zf5KmNM&A z>ok%fS4!R>H0Cni89w?Z@06M&J@(E_Iw`wco_-1D$+!G?w&fFMBg($aVJgJdYjcu( zOQ{d#+^tsgzVJKdPyM6|eMu|#N24GU-jUtzlqO$NjYsUhg6Q#{!09?qTP@vzo#jf5 z3Pzt)*{?A)bRuQ2_)*~u^HJONb@fYqlFrcXuxS(1j1>Au;#x<-l8AMZFLN}HCb9s@ zqFc4^ReSX@C7m@%&+>_r;LgGfW2m)jjiMp6;7VT|*NfGQ!`z^gT^07t+fKGx>AGP} z%|X|fjIFSf8CtOQjYhKq%S=^|sn1Sb-7pC-V!xfDGKZQ>=;DlI9K2Xq#`s-&P*Tto zsm^0sg}Ue5-E`Vzmf7C|Oqxj@im5Y>JY7@RywsxVI%rpIe8D= z8kBV#-rsHf5h*^iwB&8w`4Ee__I&vPGhLCWh z#Jrh_a!aJ!MY>IzFSep4Z%@FIa%MHwbmRk&sbARdXN)8I#w4pH?s{ff^)}fQ?-8!` zxOUI0soYOBj$4rrus$CfYZK{&LH1{< zWd)zLCkSWxakXkAeI!!I4);Df7rhhC)#~l21o><@f3qB)iGc9_kHAM zBY}1b2qy10Qbdp0A_;p0v`U5}_5vg4`#ecS{^~F(7Ih9=t3(P;B}mq>WY#eel(%km zCY?2Q9sNxe7JdjR?S4w%^IkQT#Vy}zUB-}PoqVIt8s%~UZZavPjO*)pAh&+y($9Wq zd_C&0Y~OcqvC#>2vCK6*hTXnU>~rc%`i;tdEo4+{og|L{e*mMcuPASV_MeDb&YyG0+-$ z>WHM0A3Ja9uOtk(wXC#lJJ@5x-7cwghC%=qOFMKloU|=ks?QOo4USA=FZifWH8&R41OH=s>_S@Yg<0HJ#<3> z01H(&3Us!z%#B?PRllT*#hMxi`|D{xovn6e5I(m(C}lVC@N^`^A2{ad-4|b`nM`$+ zV}K}WOl!Fmey2dkAW5sEh^}D_Hha^;_Ji9k4?~xnr+b-0O=rv|d|{zh*MwmZ*bvO5 z;~iF%!618DiP=y)(j7QI^{= zEV#hl(p?jy&oo0?cb;`kLBQtbL)OUdebW}82mF?ehhH4tUaJ`jbdqx?O_Z;HyEvF} z4cY+eP_Cc#Gh}L@U~|P z%xs}&7x%?PiV{y;4DZWZKP}bL?QiIC&7k6yO~SmZ1qvEIN)|^*4y+O zsQHVO{!kT6`aiKpd6PaN{dA2sA7!d4=KWo5yxjsM_lic!pcXcuF4ghIgk^iQn8jyx zLo16sE|mgnjg%n1qNJu6MrE2yCbrI#)S09^l=ysgtk`R9AD!srJp151E?*IjM4nb> z9Smo6ed@1VtE}nuHP=JC?Zi8};4HqGPM!tHzp7XPk{yV_D$LN@THCPKTmgG9cMK~p zYCgM%u?SEi!&fXsEk*0xZU}GE$ zQd~aQPo6^}yIZQ)B1ldrS!fJ{K^NSinNJWV!qMAzaFWh89gLge1#2>UT2E)u58j19 zbKj-8tQ0Dcy&DT~8!SSWbN7Mv(^T4cR;PT2>E!tQ^MbQU*D(*7x7e!Qn@2}SZC2|} z2d0B=D46{UNmp%)pIfgStuj4@TCL~~HT~Ux@eNcZrEBl4M2-$?|8y z+f*}53<>O+2_%-F9Cn+jr&zIkZ?!9KE{u-DwaVqvXO03G#-{wPLepRd99})SFBdwj!5`T(V@03ki ztsL$0^L@9*?+h~(Spd?#Vt>$Sjk#baX3*5Zl}k)h>nOwWYa~nsvhCx;-q*iBZZ!9j z%fT1o4J`YPKdK|BVO^!lX#00oB$0;pL+-8RAcx;MD64JpJTKvi)*;-Nv-R|}(xg(; zlZDOv=kFigF5rVCohLim`FtSERQE?K&-(Q#h`tQh&v77r$5a!q@r^PZN3%Uj5x+Hm ztcDmgB(A49)RkqqDMda^@C3Wr{>9#E3v;uv-l*0w5dPuYt6h_B$Y*6~gWN0ROF@ZW zOboj;n({@`SzM8J?eatjVj&?+wQD-hS-<`e;nVeRHr{d|D;_Q#kd?CL6{B&R#YJ^i zjnVZKW45Q1T2GH}Nj+l(Z2vCJSRze2IK{l;sBOh@t<@(w6vWRrGBaEH=B~MOw&9~n19hE!O_KfEtLC5)k@V43dt`tv-1=rW=&}nF=XLL29 zAjM?bt0RFhP#w!}qk^fncReO+X*gkSeW1^LBw=!RvA`&;GZM3qpetNsFJu)HKlJL% zqrGM`;K}yECr>ewn#vhrkGO6GG!@i?zP>!wQvHlkWRT^*LYKQ$aXbZ` zTerjT>D#SBv@uwg&Y_!{DI1OPKlz7xly}p8SuY5UgwOsm{kYa88dDw%Ah_X`xnbI5 zlB3VecZ`rrX4=w|>k*>{Y-{JRMV5e~p~O&#{OC-Ls|mf^2Zpd#O4*pNCTuk~m6BYN z$6}|Ha~UV)7<~^S%SIi0;eFM|N6Cg)hI&HQ`^lj+wCZf%)7 z@K@0tV5HrZ4EYW{@Q66$9nqIXAH&~`G*TrM_WS!tu8Oab{HAt#SOm?zcVcRNO*Vad zMl(Z9X50MIU)Do}t+J(?EYC#8sk+{<_&O2Lm>wrKdnk{IYg}AD9q{scaJ6k_R!;gn z(VLwI^RZdbd!t>ituFTI+hB&4l6GcJKinrJ^6-&w0QkGeBbM;su}@Q@PB8T4TQ};h zSOIGj*m@OhTJS`{)yvC&Bc|dU#{x6|SpGJzn@EpeLb0+1a`ieM`=qD!tpz3ROO`9vRq_(>5Il62c8b>3 zy`UtM3k!R{bAz5qbMPiAeoSagK-^DATk$tJpm-R)Cw4_~&B{1i)Vi}ReqCkpK>v`b zK%`)fq<6b2I{G{(_CINDgFM_lb88eR}W>kj@AtkN*f%{i5|Vq_DkFI`S~oJ!ML z|MIqt9v`4OKw@mqRO@Wd_*NuZe};2TB7Sg1VDBobljOY~(t$(iyIKFPZL7 zzQ+30+tMnDF!E;(d2D!bSjO~1Jwf7Avt&{F!MxSUOl)NM4+!!}-2oM%!Ir*>t^U>dcqd3C<9GzHhJ1r(k zv}beUr(^7&jj{AN!*yzkC#0%Z`ZY{)Z=KX+i(+(Ru(H3-1pzqF(x<7)`wYTW~IusCEZj-foqg;7nm2(eaTsl^ca;JzQzfPVFw0YDf=6~Ki zHyj~So%%o53be~LalT)!fRBbC2chS1oKBh$2d?>r;DI+360cmD{KqPb!F%vUoO5sg zzQyAaVIkKq*ZDeRNQb%ZB>=o(<;^+O-2N>kQs#A~aMooSX@i-g zG2DG0q95idwYswzL2C6Z>bUA_n1=mUqu1Ie6EHi{%j0?qo6H(Sx_hxx1_siQ%LH62 z@a?Z57ltDaR|)+Z%2ijM`f(oie`(?W(&3z8@LxLo{~{g!UuA|f1pg~o{V$=8qwR_F z5*G{PbSGo%sVhtP;h46WU_h;Cz5;sjz0M0a6VtZFQB4AWV+zS<0BQThjaZmrau6eaVldW=w z8DSkzPmWPu5FX|5^51wZL7Au=#x@645(PnDrG(}I`J}9QTn$_A?fqU7JcoO^wQUdZ zFk}zoOzml$Kf1B}sE*b3a0z)(IPg_L>NY_eI&ui~mZN}7*Ly>QNTL4NS65PTD*AdY zuVDEY;+kslgz$3P_OE>O)ylTc!wtD92WCip(DYlpr*%B{jCOF z`+M#_fL8{j*fRU(z*_VDQwHV`44)!ZYLlb$qyYptsa?dAL#~~<=97JvH_3$4v0ul8 zM*dRtn&;vbFt`dS*)|A971Z**>_c#u3H(Zlj|^*i+Q+?C3{}^}y<4{0zbW;8dqf=) zko(WqM;7aN)S?6>(ZhKkV@lON8;!12gD>tHC8Lh&I1u;%X&EFYXXNgmj}`a~khnYE z?P+$qFJk1FcYwx(u{>zLZ7Pbl)bQ8ESjB2@->dP)qXYjw5b+kCEgHclnJQ?U~Kf^pE-!C@iT-f3<3j#s5E_JGX=2yT_u4$8PHO>FVFmK1U@k8@u zhs-@3J%3$?)yG>=#{-;DNg{^8+Km$7W8GhX-eYP zB|v;wzec)SvVDh^SSTwPmIywYu1+G2aS(_fk*__!c)2~q&*HUgayOl5G6<7LcqlGfaZ{+pp zd+py@x87N%PD%j0Z1d7S8uc|WA1x`pIY3p#0cu(hovQ{wZ(JvquXsnFTqg8Axo$t` z*GkP-@2*)T zA?U?cdMnuz!kn2@SAtLXrPj9)6b5o*b!S3prO@@vLx1qKWQD92@BFj;S`_jWvDSqs z)3NZ|pAEu?tzY?aX z4kOt@pSLWE^;Z4XtAD@?-fdHV_1vT5sfq616H2&XXf|xJd2ZZ-Xph(<;4TzZIreTakv{Y7~8w9?+*t3yIxd}-PtRx2A4-uv4*WQO36+sdoxfg^HqX2)=l| z{g1H87twYx?JX1KxOuLIONrO7tp3BU$zpj>zH$pbuP2t8&FzG-NKo$x{&`crpOvjU zGaD26nedH9;sKLP_A1XPt!OGawrp@uL;vL`GkD_CQv1=n@6Wh(S=%nWY*B+5&6i}| zDvG_~eYRJWxE+ooPyLa7WKTfcA_EnV$XM#g7xF92-EWhI-8S9_Z@n=A+LW=p->)pD zUC_SSA$i~6d1-)~H+Eef${6b#*AAyh zo6jYkKt3$-miZ+m8nhyc3isAmdm0@kycGkbyCY~u*}Px%^qse=;*)s}@hO>Yf4!}_ zWm348o7V#|-XPk4&N_;H$a;+4POP*`MjSZ&9=h%hg?~@<Sd5RRrawy$Xu8jSJD z9T&@#MD)Mz^uv8w z4GZL^o?_uJ%pmMDiTM^^mWK%VU;#X57dY*VE8n}9txMBZXD+XRx>caj zTD+G@-pkyWn7Q{Ncz5$hpjF8kQe*0~#s_y^O0y6{iulBlvN~!k%G2~^%R08czODFA z!3i*sWcYJKb0kG(2>&2WgAa+{b}P7EVGYUqxMaennl#%|;)Dktii9+7uh)5En{2-V zt;KZ-k5xMR)2P!ZgDQc(IOR$t4QrN6V}>|=Da&mpqnUa&GYEF@N}4k1>McDT2bS=% zxx5TIP2Dr(`v>-k=+G%a-ApFvS??)@aZ7`gmntUOTd%Su3KF6p15#iZK@Pgox%vgkJ_uZV@&AZZo#JVD*=6Co1uI z>OwyW+KT5gU21RqMwPW-7>J$uB?6x^($d}C1@wWYyN6C1q8nnhR!kDVGw0~&MvK#J zpOOiA?0N*LKGg)V9gi!oH8<|=dQAgz0-Hk2iIQ0LYU?yl9Wi;7LtimLHZ`&jn9a7O z zK9xXt;tEN;Q+3Zz{(h5?OWeHooXkH9@7HTwhXz}-z*am`!)elGCd-x#Q(OMx-wYcP z9BVJi->-$dJ@IxH_0?U+Y|R-?Q}T#&wE7#xWEedI&fWot23D6AN`iY2tM>8xyz@@r-nerlVz8%J)sq=D& zASD9A1}=LP4cvKJz5Sd&_#eYjn{yJ%Z+=}oQ9a&xUwGBckH6+>qdmzW6K!|GX~Z|9 z%Y3eV?`W%=(%%pDFf_4MjxEL~r`QcVYfxp`{@JWaVdSvdwkCXS>T_Tt188JTXf1K* zhuIH;j#NWmP?mt6wu1#{bamDY>1uuM@nlQ^ICM#l3P{jH zz2<>%B$!1V#p#e9=~cW6;cI0W`3gTN7*P-%zLW^(8=a7y=V*x3@SvrPpt`;fh)tDD z!YXfY+>2_U$<{@0FI03msQ=mM^mCi`rjP7vy-MZ?LUG6cLM=-9d*@F_U|v<`8>OjV z#q367rb5Ydgm;jjvVr0W|4}0iqcD}^VGjw*rXl^EU%68&Xk%^T&>h%j8!xt?pdOEa z2Ms;Ztn)(e5jQ4QImp)btms~aveMq*$13?g)shuY*?FOC0<#~O`!m?Rvh=IkeJ#C> z=7{J0cmcwJZ|}bUmAL(YE78&0Y`vX)kJwjfUq^le*tA|$oZ4+hAsIX!+Pqgo#JXm= zL#kJ1h~`MxT}q`yYYyu?$ldXGuGY{igGyNXtiK6mW)fZ3EGkCOA;V1IBgpmI$w2!3 zogBfir;kO}3=C^~vslwvSIMDETFvkm4|R7w$6iHJ?;^)qSnJ;8jTHH=2|@OzU{Jk< z2_sz2vcW##QTKKjBb-+v_~Gr@OMDZIThId0ltHyoS)u!ho62~+>TjEO0F2)|ym)fr z9{P_(a7Fsm#V?nPxVOJ8mm(2mFyfHpvrOg=Ia3^&4O>fV#uB-UEqd`S(ipuYrBhWB ziAsYDif<3e4{0lE$2nnrkBz3}d-p%S5Ogc<#-#zDSP7jO$o=zRg90HK;0?Qg6dQ6i zML#MWQ9S2>>}H+1^BR@{EyyUSPBAIDtcrhS+W6t_hGh(InTQC$7;Y2(#GIDy7pD;% zPVV`ARN}vkA3`0q;@jK4PCnXtMsDRAgOkRA$JxUdnmUUn*^^V7BwO#r?~p1n=;m5= zKRe7mLCM>zdA)8!!Xd%zJNl7YJIg4LODg z+&Q!_Nnsst>T4^(#yk!G`)(*Vrxb5>39>}>Cky@$>ht!eZHAD$e!MC+n}MDZuY~y-=CRE zLQQmNX0|;VD{mXBG6zmCOU({l+3CaV_u+I(3ny;Gegk;H#GD?5vX`Mh^dC)IceFHk zjLN0TDKXpX(!q}QsV5e}O$pS(FBr)=0=WH^a*E`bVuq2)sJxO4i;fF|2Jx#Gj64ra zT5T~2TYWTuLR0fMCVuX1MuBIwccz?h3RB50jlG_WN9!foyInxIl*1beFY-}9CnEp? z_JQn*&>~^7FYze^YneJDJ!^Q_oL$XIfxc{YG!K0cO}$w&kwNRY;|JiAeggZAnr|~P z)xF6!S86!xt|Sr&o&xfom>O;NTB562T7y6+uv@J~!7lmn?-%n-$5qA%yhs>kZ=SOxK4VvK9$+f)YscrBU=cwYnSPYwao|MIZYE%EUv2-`}+A_v6= zX92Yb(A@NAr@Q`ur8N-baKIBH{z2J$V1}sPmeb4}!(_`6YW04x3XcP;kuwE9Q;u-A zqFNTE*746fsw@B#Qm!!4ssM2*bHQyh*?_`4jmhPz(&lPC_E&Pf_EqTRK)`w`T0%W8 zp*?kQ*dgqcz~&KeC{R4E<7)+|F9_n=N#?CwCxFlE0iWL+uOS{R0rUrB#7U=tQ=ZBl zwB1RRvq^eUA*S6Ud2$(tV6H2zX1PDit6>MBDH%A0?BqWtFtl>-u!mVGrRU1EN5Y~N z?Kok^oBIS&0naU{JsdMGXCCtHLag>k%*_nHpDMw6+~WF-5AsG&qxH?TVF$I75G>9{ z+j`FKws6DKDRw{vJ-?AmcOHIev>i}XTb4DPN7j;V`vY{Hmw?sLMC}LlYWch`-1w*y z=N#vHZA{uMub)wxc=VvBlkzz>tnBQI=t%Qz0mkxO@Qn7}B7k1MZBIGHUM0ivOrV~) z6d@9l#TYA`ajeY;6ZdzCyw_fQ`*YaV^%YFcTj#2g5jcdyzIBZzh&@Y`J(4J(Jnhg8 z0EQt2>Jr8!!l&3RbpQi^@PT?Xt(-HM>D}eF^>y4JO8v^3Chl6I_XG3wV9?zjV zlqWSzBr7~Hlnmb07)bNp&j}1wSU+HbhxeCbaWkA^45yQOR?{z!)$G4CxTEBuCdn9% zO663314bISG2E!yFN_8`)TA_INU+_Ciw%8Z6uZUV9L9Jc7Q$Nxn0WTVM&|eGbS9nb zy@3G^B&Mt+!l>Vg02=@Zp0tXM%mNnJcaz#%;31A*Rxnz znBo1X1xZgx0F9J-iw*Elt@la2rHbx#_&SDVoy!*Rl-}TX$1Bw(_oJX2UY|c2BUnTZ zJ|lURqlK2sle(b6P|7$MJkj!Gw00m3vLo39pI$}>?5q%Lph#OS1S?45Sw+hlFLtXo zVUNAYrh<=B9gg+^C*BqtVrvZ9e}-oBJ_3vl^l>obz=cGJk5#qe8N8cBp1~ZP9l(TA zo3TEzF^2KjfSwE^`8GELB>Fd&5F1OW?vSl8V2piS)f?o_ta?p2`Bxy`lLb+>w;ZW5u(DC}13EL~2sF{Wx^KHEUzT*=9w9T$hDzYV@mNl*Jfl*AKqqr_Hep@%bOU`L^>{H-B`j zOEFBcbaA-mYQ#K&z14o0Z=#nIGv1@lNg(&Ph)tvl_pZ^#ot>*sn^Z3uMM4g?QT)Jw z=-_HqyCvCD)L(T2AOtqt0ot&(aXajQ9STf*x#5V*3H%*-ZlPD?hvA%ZBu9xIRI$U( zqR+v-e=*RrmoN5xKDlIB_50t?CsTZLa1B+l-?t@=E^Y=BQ)r`GPhrppxjcWQ3RTBR zePB-1qsMWl*TwO>cQgX$fZ*U|DWqAz+i`bl`AF;!M*s^0Ap%!EUgO-Cw8M*m?Jx6w zjpjtGoVng6z=z)Sxj+-P{Y1k8W9!wJFCM`-1I%PkKOXVvdA|KBa(Qvkbw?7J9)r zmboi9r+8?dI1oKuxKTCFrQYP&_1fw13m~{U>9r=t31_KY`P-@MeJ#=*MXUpKkTRtR zBg&D|U;|;??PJszqJ6$PV)H2mjR&2ch6@}3xfAIo0jjI;AP~`%Ur0^ zj*!_KrMA}2Y%jziwj5vud?c3S(W~tc-ixWUMpb*`knMOoZH-TCErHxwL~pb3%Nx8jXE_P zX-^2;yvUY=?im2j>*}PPf6mX)-wDZxB`y3kj_d8gXKk_BF0Hw(_e3~)2@b^SrMSBi zZk*)>|H2gR-&Yk(ik|`5-#>9~t`!c5PtVlFmTzM|x>l9&7Ci!&v4MheBF26-Un$H@ zFLqKXEc;sD0XjBv=On8&|EmTH`Fef%J7?Q<98 zxpV)6Z`{$P)EtdqkHQpB%}jp}!I}w29S(-YW=p>g!EBWpmqY#B&DD)VB0QfE#{>djkUFF2YA7GJK3CW1W zdOo&kZP2tcDu7;=skPCNs|l>7&;ltV0m$NES44kMB&;T@w9r876;=}Q~Ro}z5$j8RNeZ@RxHee>DHFb_iC+0|Na`QYg!=EGT_n(j8aP8|;3P9@^^4@hb2_0VaZ_DjVf*hYU>Ep$;1K&aN-z|-6l~o1m@2)@%ECVCL6a`+g-XK zw2BK}h~XbCgtTk3h!5k<#O{yElLIQ@_7n=3P2rT62CrA;%|j}YEK(Y$Gl3~Y84N<# zG#)TW&9+rnS^?HMeWhX0wGF?YhOB9>ZQ?*sJ3uF02Yubw_i{M39SvmuyGm+qfSmV$ z+#PpeeI2GxaA?=YOqs^J(I?F||DBNcNk-lwkHr732dW4PmR85T~To$gosQx)Q6TZT-F@N|2vYWIXL^FUBn` zC&O~PqZJLKK14a$`iCSNBfg~8BKyr~SM1QJLJ=dhcwzhIMl;zfkUWP&n3x13;_3wOlZ4`IfuHDuMlt z!-;#Pjd3mHC*Ebm->*_D=VaEi7Pjr>Va%P{h3Md;*6q!AC1821G{^i~4f{9Z$g`(L zT8(6*DM7RJP>4KR>Ee@t5UnuA^B^TO~DfIH9zzWn{ooy|Z*DYETs&5+urTa-? z0r~ScN|DW;O1khVhw6O0l|YDPoOurKXpb*zpE49wUr=KKerX>tZZ6thb~}zd&Uc!k zqcy;!XyiDRtVV_{DTdqWHH3OgTwT=cuxU;hRvsM+H61{a_nha7SH-V-zep_56SUCZ zdl`4b`vLmWV)Q?pwS)-k-9`*6m@=gi6clT$G^$U79<=*CL1qNKhAi@LnH(&dykEaS z=BO>q-2n~!ERI`zl*1a=L0f>;86OL?5KYI}MBmSO>GLk=1w|KsAR%!W<7Zj?;@0mY z&M5s77I3O_7&e`a-rMa0&vDB7jSXwIP)YuthfU`bG3jtSbl)OVk8g8318xP#MO-aH zi#l8X2%}~t3i~xghvgDOIo>*pNI+(n+7pyDa-d|HrQ(QzaY~YndR{9SrzB-1=wCuV z^Ur%{w(*xm?lZu}A7#SUj7HmZ%Ytg`j;V&vwJfsB^%LvgyI)fZTW_To50c z*Q)!P;1l(sNX5k9;`gK|7+>Fro-{sY2v}c&U=PwaXHhp4@Es^2;_ZSAGB(A6F)*mT zt)orp3Et=nVzqr$#7d8cz~n_0djt#lsx3;t9p~giheTRL>waOD5_iojpS|se=)V$_ zF7F8~Sn5vXx>ZD`INXqg`=IyMzKDLiw^=_HKMfe#o%{aD){T|vei5VCMf(yyX9-A0 zJLC|yvDM2K0oDm6d@SWc5ZXz`!LTZcIk8$(!9J^lr_~6!?OW)fdET&`_5VhdeBlWN z=D~KpY$H1pL5$h7XX`#o=`^RrN8DUtGf0s70BAv|XC2u3o<@Ih~@-(;zE1!ihgW+M~?__wzaeX+Brwl4%>MEcKP zItNAfEx|+4WSLEIf!&cO8VZ5i2L?2VECW;^1-Kn$rS>ZseOeH;1mdBpxW(v=24VJg zvM}-*{`Z3~A|WeJkPvoZo?hjvt=vW5#Co5t_N$|3u*Ji+ec8H)%w+o`X@adE0VYSj zTW&nKmerl%nNZRqw3+y4HCqB`rfH!k_Rn@5htt0l8m=f`BQO7UB%4Lo+KTe``w3nj zSH>Ug)DM-9?wiJ`Y)lOvR{h0Vp7gLIu=~HU{vZbYv2M&WqjKi%3rDo+4;i&|!U%G?Xo(l69Me@Se#mz76!@T!? z4CXt|#x`HY$1a=KE};rdjnx<=prB|k#*iTm%1AJLYPmLD<7$5x*0D(W3~fbW8tv!2 zi)ZBq{6?2D`JaLQAGw4v!!-y8R7322cp~-{lClO@8Su&q-R{{qscigy5`Yqzjets0 z=W4*_e4Bc|+)Z=YsS&ar17%xzbM8{{nBg}FAKkCHo6&P!zY6t2$+GXTx;jUdb4o?m zy`UJ}&@d{}AjcoLRX7|=*D$n#`iuVIW|QiY-}vIMhl&#Q5LrRg1xJWp>xg_kehHE~ zpHxaH(61=bnM&qJl<&3;_ltztYQSnJ5xc2-y>IsOoX!vU37_bHRN{SC!F6MDOhPfW zKr;*$st~)*0l%IHGu|hg&G@oS6D<|@KMehCMxb@*3<7ss=k1RAA$6H4bV2J~Ej}Y^b{OOFgm# zqU*3QdxSmV4xyy(DEXkTyV|{mFn$<}w!*S5EnR$W_8`j%J}2_3>Yiy1-4(gx3TUpG z2*wJLiD3hR813F+YjD5ewdA8UF%y<^24a@AmZ=NGk~U|1Zc;2qLi#9ut%K{WnOuLf z6Vgg8UX}{zh{A;1zftd)^C7mPp?0EYnH>iDUo(^uv!65AGWDL=30%pol1?FFKDp%{ z5+?UOG$>cj9A50#k4IFYXr);?|05MAYP&%e^CT4$Z;&~bk08=Fp=AX<)jA%*6>)#% zGLrzvOLVH%PE=yxz}3kw$SmZ+-VQmNgRVUZo|s0$Cqw^XvzXh6C-*k_#MHP^b^&f!C zko`QOniW?YUq_q9WPZ>J-&Y32*=KXRof?p$e{AIP+Z8+HM_eH<^SYOAq`pb=i5-ul zrP0!F0!^WQHKml$UR*x#m&Qx^sF7Ej?epRf0Cc>dmjwe{8~ zdh$;B!R8or%-&gw4_3W^`oK#nEsu$5a zNfm$jBn;L#R^^~%Z`5(Cm%4$6M)!xlo{Qc`~ zSOfJA5kQCXdB}01CrKSL;-d%wD$Q!b2T%3^%X8SG&QTBj4i8{)lo|ODMe1J>^$Y8ff+x8icpz#o8D3H{E3%e+K z?Gop0A)?gSqjKKpoB#UcI9o{s{%uBdd)9mfI2Ax_{;~)Hj8AKkemTFRhg}Jc!-4~+ zcvlOQ{`{6YF^GUUzzS!+{~(8FtZ2z) ztyr|$fG%P`xCVgAJAv&j08vKM0|}I!0U|mGxnGeC9vVCT)N5UDkz zB93O=bX2iS`QMLaTn{MG4Bhq7N{~)y6g%?HGc=fj!&!DwbKav zUYLcvrE#QG3EDr}rJsk12Rfm40R)OGO#&8M2#us``WG}G&P{Zwm-_{NMlM zonrwv=J1i4n6xUFd|%ERF^ifl;e5N!;uMnQf8YS8Vk&35fo5JS zMF7!*%mDY@kT#`X3X{wQdiOEfak2Tw7_V6b9W&&h+a_!xV7o++INmwLc;?5N#*tGfLU<`QkyI^ zc=45?gFoN_u0^8GlbTv|k;3~`b=AkJhZ4h-nJa!z#9czBQ8lr^7Cg-M^>-%zp#&If z;qmMTx7d##f~VXgj{)Dcr^|w@*qkvhcj=}zR~*O1eW>Hv>u5Pgz^aa$@_|Y6MJ0)! z_#7e>%wc}yPUg9U@J-z@Qfh+{gMOJue^@-jKo=KyK}5IFY5yi)2V<|MpZ>V1+gXT% zV>mI;=)K_&CE3>iwxK3~G!YmoB{ekzxX-l^fEX$|0DyR|zh9k~`n%iTIQ`m{E81yM zX5%`WU%3Z3=9|@~n?Sv^A-9mXQng);bVe$*+3r-1TvW$;kmp+0cjZ+EObJOWb>=R| z+~hbjJvc41-7-_9iCJCdILn#!Jl=fo`_Oe}`NhE( zwZ%m&3b_=2IOh3zC7WIr>$9&wBujmfFKd21Xx8^GTqrXhuSUOr+t9eg zQ22}4=6!#?^vT7?$6;ZS-D)c9{Z6xLrsWjQh8p$K9A*!Drt;phIk4I{fo|7tnuD7E z)H2i!@2`H6(%I^jbhLHZawP_iNRlzKsL`H|ghA?T=bVsdV^lp(pE@$>54B!`u~`PC z)e21JO+MepJ~)(1vNKdXe+_Cqp$(=eFed?GMkO#T36`*);FcJsbIaOwbc1xY4}lmr zx2$D8o`62VB@n9(i{JLCUluLAckh}PCe5r-v+ql1kNV*2Yv;SZH-zzn)YExFzJ|8$ z5im%{T}cRIt7a0plv5*PoW3k^SWJPP=z1;4FKh>pU|feXW}yw0U=LhVz|SQEi6Kg4 zD_S6B=n^1|o?@gvyp>e%4Qvl}D@)^%BV~=*eBZ zlsf~tm6-b-6Kr6oC22HSTh|Mc(g`5wNOYY5z&l#f*9;S3uFZ6#nWP9(QQ7GJSpvX7 zUZ4*NSVwBRCaA>9Q}V(BeDF5jk?Vqul`U*v=H|7OJCSRT7M>t`L#uV7G=a4cubr(2 z=_xIB_g!bvhsIWRw-(lwH`v!4)Qr3w+q7xr$Pw+G0i35f@7FJ;8Sy10-FP$G46S0! zgW`m)M_1zCq8v?sBy>?)?%g&jh;sz)Otc^#aHYB?Qv(twW5f-vKJ=Kb&KK8GqKNIJ z9w=|n;u8Wstmbr6w-J%8U5N~VOta6)1pP$2CkNAkE4vuX`u1*vC(2pDNRpDdjZlf% zR~Wq)@Tg?EAkod`luGOQ`o0g(nyjD9H8$LwyH)2n5rkyF^~lne5eZ#*a@yI(`FccO zDzh&T65AVS@0Q{f32a7le;RN4yXO7k)pz%mu(C{FT`iSGTJFvg`oO>Xen-J0-I^DS zMRuJ)ye>Wb_a+Cy6pr6`_~QFE>|vz8%;YUOcY~`&kzp5Pg9bC6 z*T-gQxp^TKBom-Rsw`kfprMpJXn7s5bYo*~g(mlbW7NRGzvmroZ7I;sTsnTb?78@k zM9o3(!l>CF)FsUZPsZr!T3tUR%(!kLTYe$WZEd!(CQKU}=yR%f+nFgi3hngWMp|U5 zuCXi13j3S;U8h3&!dPKGQ~tf$okoQibhQFXb~G~}xnBMjjGX(Pk~j<=j68eyp{_qL zC$hk-b6B4dKZ$ET^X(MXjB3ea$6+3(=I5${d#|*lW?5Hd{tKmm`3sFyeaA1-`^HDF z@#biH_T2(#fhx&$%nu?C3*!sj4w~wLv%>@`qGuIj*YOxkGyR(iP9@8+Z(6Y7$kLS} z@KBo@O;Y@%@eb`)TN`YLJN9Atoeh)uxJ~a(P50lIV{8x52uiO!Ia?)GV1bLU-LmFw zc-5V0by_uGz3INArP|& z0pbDzLIe^}KwJf&24xA0C~72O)3Asv(Pk4u5&?lGG0EIwrr+k(ewnV9 z`%v{&)mQh{fB*md=bWKl+?ShMZo8IS`(pCp5gO(FEV0&gq;E;RfQ3wyzW~YmBONuh~nbxfO2E?}D#A=Gn z6mzxu&2%R=Xks|*eHG$&`Z#q$y?qDAW9&#;I@v>AcdH5$1Jn|@6+*RR^0UEN#O88+ zJepC3_*-YZ+$ubQzIt)Lxpg@^q=5Bsci%yCix8vPlrV_}FMGk-=Ie?}_2Wrv6A|Yv zL{g&;9W-5aW1j2CV^tWGImEub;)Q9q8~BV}6F^(|5D&Sku^&IpnX?r#y@EPO7k5M% z^`FORt;@NvlgH{BW}1CMGkV&lnO)|#c>MC0Cp618EW>RFwE}oM?^nn&@--s;$Ujt! zKKUe+#Cck$s(LXJQVPCxNTrQ44m;YC(8I}bg!eTMx(vu0*G-Ky7~uA2HXY&>T)V67 zJ!Rx$Fn}E`CA=si`Th;kpWg1de8hoQgY4;+n+Ah0A z@Dw+CVMv|odd8g;s_*zp&DC0gij`=o(*eeS8@2n6up%8&gXs8UfEk~PS=()I%T_oy zsy&Xq3D)V?(qW+j(cYk^t~~+x^v=7ieV<(mM6Vu9iXK(nvxWbV8oW}AD?B2q8bDON ztMCQHXFt9MuTWw{VDpc`sF4=LXsr>LeVeUbeQ*;l;^WiK(7kqTu_8$#T=S#p(TShK zvhlSSyY5T?bpM4Lb?78YJZ~zDr^{BUJcNN-^E7Vv;&!}u?U$D}a?e1onykOyvJW-J zqor|hc{{8C!K^~BM4vcB8-|@vN%}Q2;g&rnyH4+h`_|b5F#O{ldCFY1e2HF_+9Oa4 zqEx_*oq~H7O`2nF8hn7Y@}l;4Pdq_Ho=HAXWZYNncExTg;tsMDeKi&;hjmgx0cu_I zZcPLYr;k5AG7{_a@#Z$Vma569{<_`9W)&^=$I7l^YhzA2Zqk8mah8hx+HRBxvPg%0 z-b$3>G&?b{EaXYsS!wyN5kL655xKc%i<5FtJz@MeRmRIa_YOq=xC2$%w-C6Y$L&Uz zyfNu>A4w~uT{@)oImkA1UZfaKltta!5M7cvXXi2hNb57zf3r$YLuJ#zf6|AV8J3=X z{=a4iR(dWNH3cu$zd0*bt*;BJi7jJ|8C z;d;KS;GP`Uz>VE5vFj&$>UOYsjh0i>0Bv~*lPM4PVwIIAy6RaSIpYESzwiYlSITRG zawDmAdCG%Lg1Zie7pAR8iz3uC&0UwA1s)P1#?4r5s4~Rw?G5a!Wv~055Rb?f23o}L z1H&f=awMKzh;m?>#Hif%2(wU)edt(@zupQmmEIYZXDa7-1qbIqH<>A$H5`j9ZJMm6b@Cjf$8} z*6FAK2Ovrrz7%O)V^7r0AHCXYs5De>Hxt4o#xp*BA$cw(`IC)@=dwAKtrQeCkHh5X z^A4GQ%pe9*Mrs-6t@ChhmCjtecMs|rJL0U8tMKY+z7J=3&|EEujy@GEMYy_4kKp5_ z;BfLnI@F3phhHC^LvaXp$Ov`Uv`>o0U%>+D8>>}uDc>}xv~Tfmo)_u!jop8rE!bo@ zVSqbpn=zqo`ZKeJOUlI;p_nVE-d}vm$d~}_qYZ}(WGwQh+Ph2MfDtaMfT(qX zPGRsHCT|fhKPTwU7lbv}X3E6WarYy6)SvFvmpc|dhw37;vH-YL7}jMUm_bDP(xHTM z+#?~mvE1=G&85mInw*7~y*f@B?A{ZDQFL(S!wLy4aQAG%p^`k;`<*%%(K`X@@}qo3 zOg_N|z(~6;xe=ti!RoEu`2@$!J4bT&IFux;@j;Gi>(1x>fQ;&^O$;K~mM+Vl>UI2r zt$SRuI9cS_37BL2^>LSe)HdAAE#(@lJuf7c3SE z`u2ps#mY{_Kcbj)v;aYhb4JIYm!4uQR1sKbn!Ev>-aKZJ^042_lrV&%BbE7rZ-KG# z*;~2~GHiI^=_~-TW%O_78%d0-)d+EnCLMGRCC_E(R8{CuXmal}#as?3EZQwgCQW%e zkny{B2-FWLp2;}M-}Tbv@u9S6;DH0J1Fl7`zfjgFk+EYtc=Bj_p&`{gvA^!w5J+Mx zPB%M&NHLY8r}%Q2Bks=-<%n`80v0V(kq_dp2Pk#P&zgRNQ~MW@dJDB0>ZL8)O_oZu z3#rbTem=Uuln`JY7p^TqU@EutL97SIePBfbjob7g;P88$W-akF%?R2N?uIeWZ46@U+ar$_PMma;!44?ryrpIo+N0b zv;itme;6(XWOFL=e@Y<6;_Rc!gCw9k_gVF#vskmqtT2+q09=Racpy2og02HhHFC>9 zBPEt3k$#1+2LDzr+s{_0p@ItoU1B06OO;+6@(0az`vsBUOmqD(2LKYwTYDkkLZj8= zO8vR{y5d-1AjY-`9L+txkt2L}rYq7rZ6^@og1rL>;K65nzyIrPHQw+x@GAcgwgLhF z69NI+@qODM82e9NW8ZZF|8?^}Ce%m88xx6IvIR1yLxxQUKB60BO=i zDbhzr@r%UNfw|A(x-_r2G?_qDJ4D!=$#Ka=QLD#R{j`H5*A8XUO6R*BU`2EoF z%maeJCj|%eA5`4>9(bcaR{EuKYNYRDVu=0Zz=6&|=@&ck-^w1Tmn?|QNBRI|UotO0 zd6p$!b$LEJ^c^-8@cTas4#%kCFUF*!LarXaoq0gwUyagEY{Y{PW)Tk>`0&l}$Obm| z*)3n zf6fnHNo$pSz`;hWV2}0&%74IWt2J-n$KiE4FTrD`ie6M^SnOp5`aT>t-@TN`>r5nh z#G+DZoWmMaLel(<=(6*sSk?+=Y8 z^5DXT=&dy9g2SmYCYjq#i$%uwMQ;#3zF;QOpU_CqA1VIWr$<9O%tD2s>7#2NiNbD9 z0IsLdEQ&5ygeE73g}>_v*qCX7QOqBHY~K{%1q<9oW(Thg-pW`ylS1icCvLPOU|z=- z6Fku5z>g2`IZW+Ng`yCp`dTwS)1Rb-K@NUtKD^P`pPyPO1Gf71uW+YK;4JT&8|a%^ z@cmz{#wZmF`(m@2?Qy3@IoxGSPFQ2CixvgAyAWQqlx`Y26UOm3AOvACCbTp3=+K6h zJsIM3^XG|7YE!La%QGI3w-)JzZnQf}SSldUtoh3g(FIfZ`ipe zTv}~ov>y<*Xc>{iFN{{)%}tzkm^;I<>fWO-)Dz$GrX6p0eNOBx&bkS2@o%9w!Xf0MS zjodJ!*SB(BrAW<{arw5eqV2xwFYQGw&HlGij7trsTSlA?znK$^(m22<;+V%czddsQ zi7?^gSmF`(TRoxs6z@(CFNf1D8LpMVgG62a$531;&cbc8 z1%Qi5Pu&Jq2HUN()2oG=@3w8tZV$durPbGltu-9fckbvCv4qRIgHE>;OUNKI0e8c%p-MWr)>zP(1#cr1H!!@oWH@%ElGkQrcMTFw zfCRK7r}C5X{WYTkQAy>I@`ze~+ms`nws5lhNWvsY{W8%rT=Xgm$QYH>PTQFR!|CVQ znPuGK7#wrz!97(}(ihsdG`-N2=SFW#Jb%4OaxrRea~v}AOyE*0Lqp!rFT{=tXBIe| z#2K^wcl^a%uhP99L(rbCowT--w$py<-9aun?J`T2;6YuRqz27&IC|^db&8ME};RWIF2Z-sf-1X>TJt7;hUACF|0r zEmI?8^_psQTb@aEN6z1Gef2Sh7ewlWC;EAuthEIHs9XG2QHx=)H+R$pe(*hxA!+SR z){jeJ5585a^QVX%TS4Duwe|2=`Z#$ij{Si`r+M4gJ)OP<{Wj|f&;1cm2?JJXgQLb+ zB)&7V7U7Ufz`Q*n)2E#8=O$Ad6#Z8q)aH9pi`uH=yOQmd@Q!nqNrftLD_#=sf`gKN zAhxn%G$cv(<4jlCcWPf8B;q$(6uJwZoX?=1;ozoT44Qp?DOy_4-Mp7tbl!W4U^nD@ z9$Tqv^Hj)L!A^A`=(=7^rkP5_onx>>hZh)kuJ^jv#F6?NK9&6^d^2bDKxCCihPgj1 zNSQ@nxP><)(#}2yB1$rsL%Ru@JcB8N(lyZArt970ld+ab&0f6b+Wx!<&qwb%luj3y z&W5)$_QsikIenn-7TmJF4zC*!#_#YbJJS7g&5iOau@{K)v6h@`$tp`3G5EPnLEWx% z_SjqoGI3{{A^+CoNXe?hpZZAKW2PH#BZs1r-eB5Z+xsvIeA5Fvg6AfCzZ}xL4?Nc1 zu`ym$)@?{R_Ge@7Hjaa=mMZKF)$wpYROQL_N-8P8szw<{tRn)*+FI{@`r-?XZqp`X z9yyukM)*Z*S`HXaC$Hbv02QLQawO^}5$B$GR2>RK8P<(JT)ouU0{c@2r3P|!`SxiC zZMX^8XMA6uS7bZ}-{L%A0I#FOP+&u5@tTR*J(Ay2{9+Qy?qbLSCz=!_vZFN@em^#u zV~3k+nnH~1;Js`9;D%z4@<{n?m^lQB%Hq;txqE0f!GpAOZY8TCSd)#8_ zSG6$Z%=(hb;sZ6Z&KbZ7hJol-^VGV3L8M!R!WKXG?q7zYl6#)r_I7bFS}YR{rML1h8heT86TGru51yivW&q z^=cWN6|T{E0bg?IIDQmxJJ~$}njhQ!!(Vm1Ko74lkBJ+LIm#a{dr_d`7*`~}0`YFh z?XFjbF~((6pW+gR#+@jt9k$Qh2kWOg(Bv8r%U=P?|7b4408B!}#kDIMTQRiJHjyW< z^0nQ!97fL~lkzzU4u!k8s3ERvzfLea6o9)-Jha1v`i=iZT`)zRVR z;$@lZenU}?HSAPF^~GWh*|zGudx|-r^9HG1aaapY>zX_jufRG8;m&xG?h%}%@pg%` zqj9yu_)fjy6KjThzIC`$M=Z0iQ=thah>0QOoIR_)k$ahhYEi%c`T)k}p^HRnf_d&; z6LA+@*2@c)19a5y)xCTZ+w*U=(Hf*XsKxw zENULAVoq-^*(B4^YZ`CEZ563$1sPfBO@vF9uE&7;rmsEhFsF=Hx=tw=({Tg=b&J)f~sZ3git7_M~{wHFuL0S+8iYdAuOC@D{U48+ zP3VdiL)bwJ1C#%_V#cTg2VrAZoW7uB@AsS^GB`h#l9a++*!yIZ<t*0{Fa!~stZz%s{o3)D&6cZotz zbbPm^@cZPp6CC27)uQ4iLXR1pFq`~G z7UL(ZR&){>9UJ%FDu(k|pxjX_LKe2HEqPUGoXdMd?HWpGN;&uiawA^**l7MamQJmO zKc2$>=ylVRnYIm7re_4RWb*~J@5m@t;#hg=5d@>;_!MCZLDtiE8$Xl>xq zDcch3j(e*wG$L->MLQ*Lpb`6i?u5KRk@hkRy$9z(IMlX%HUbrYYp1EnX}tOzT}wYUw2V4sza|_&=2`mav09_k@ljN&H{L|D-rAhNBDf5T8dgzCVE zGoDrVtT4_5fKGDatNDS7+)7S+bwoZ4wRAS@L3i?SSpJd*(K>5O3YK_Or&US5w!W}d z32jvq;1Rw+iyH3DfVfBEa?5SL8L-rn%hVRH_(9n)E``5GjO3w*E?@QHJX?XQCLU(9 zZ_I()M~XH_*f3l!b})sp|A5D@f8$B=^P+ai_mE%V^R58!4iz0(VQWU~vl3I}V$@J? zT~2+Iqgy^5d&apCz*5*=8tlZHMy&;`ZC43}e~mRZ#>kCNN_Hur9QQ;Bw}h-$@_jzv z=(wFaq2nX3SL$WQBOh|5rO+T`ZF$~dPL)z}367$4KJtO%JC1*ebdH3WKsqVI%(OR+ z^X$pg>YQ)@jJRvq0Hw9)u#E!do!(By&#Pj=3Ojfg+)O^#AQ9VJmr}0>(>4I3ZgnVA z8TqX!DuEB16c=xM!f zZ=oq!Ez@i-90?kV`wXu2hJkq5k-n$x|bAMY$e+xLPX?6;iPRy4 zo%)aV@_Zj^xDe*Vjjx%BxJj6T3MbMUY!x^wqeswt^zk@LyiSBO?&f+#dkHsxo875T zr-R2$Fpn5boBJFcAy~BcYuU7W?+$=1^ZK+~f$&`4hSE}QviE*g%#Dm&jkL$gLGHCc=XMZ}l3!SOpi82l~|KT2U%Me~SSmWfYu zmgn{Hg_m~l&F<7*;Biy`81Dj)Tvmv=4uUbhLmgwQ5*UNO#=|hNZ?3$_tyPMxzl71m zA(C+>n*PJvvZg9(7jPynZ~E={1{D5hJZX(>lt0^8>e8sShu4_mg*~Ks1S-HV<+E*P zlwqeJt`@s=P0|FGTyVS$1v>$uRn0c^SFm^D08@LUnT*PC2UK)Q`rm=J+&$8jNBe#X z03jVZSE&sn@u&=DM$3qHCFglHw$;7~?~Q^$U2mXV*PDjgMo2=EZiJW8ICYjej>l>H zrI8m@$4W-3Wd)(gI>XYz#|Fo{<@=5ov?I-e?9`jB8Gp%jCsIP?*EfHo%70`7V_IRTir_zlK_c>JFnIj@4)IBd!r(8C1aPdJde^H3G zRj{82Sh8x)Xw9WhPTre*d%QO?ywQPCKx6pD=64d$@4NyCIibkea5)oXB@d~=GPYzS z?^a(9+iV7tXD)pIBDdLd;B6C%JRu z)?uwI(~or@)rC{Uqo~VHZ@rGQ@cy-T zzRU`{P_5M2cKj8+am27qr>-`^9LUZe3uX?iI40&UZ7YRPB9Of()78SxL~9G=KCwmE zQmU;*y4WUc841*h3@2Lb>B#Ic;2!#Cu-0DrgI_WHMCROws{0<-^k#-9^j+|j>+V;V znbGrc)B=Y&UWChf=f;s)DFkD*yEV}fER}VovHz-SjiV@H(jGEAAd;7Eb%m6Pwy&RBg z#;Fr4H9Zo$xjctxI(?=haX;V0V_3f=x@9ycxjlF=GXXy>qZPk`vR)!8BqmtN%Tqnw z@!de3Q?;KOQ(LD#=x>cwH6A^`^4);arXGwa1@C9OWLa)GEQ1wYS?HQyR_*U z+*Gh;cu(wVzA-7QfJ!E_Z`91NZ#HUe^J7jGmJ(Vlbr9;G9)HgG>RJ&T+aV&^jmI8X zQ6C63KHc90jyq%^VhP<)6)k(V;d)~CXCPNj z_3DtXV|1^2D$!*2g&Hew6Nltkir9_FJ!|ydQ8G^U<&M&+3&U$BlEqgI*bq2af|{!g z8#fSn)y7)TDd&Lb+l^Rh)rVfA+cl>|DyDV_q{UC@2%Jn9ZsGA@_q$URW9|bw5Rg#a zUl3+6s7fkUaV~j-S-zcz9Sv&iuHi$ZM$wZo_^^Vs9?-`L>7tpa?vEx@K@}X;n>Gq@ zyJJm}&M4QUlE92_4gC|lyG6gb)mVrELwiHYFn*)Hf8eXqN%O0@J=%jXO=t7mvytY! zdKZ-8@ve3rQ?zHmTvnAV;uqa*nf{ttube2KBS?^$pz$mX;;ZEzMc3;OB83vI%=e5B zp|29~MkB8i?wvsBmK_%o^xaZbZ8to%Ru~50)XHR35m#oZQH6lpHW1$QG_4!4bdl9k z`Ika;26of%nm&l+gam@>1k;MkhIynsY~%P%i5Q4|)hv^T$- z;6@OQ_dgiDp95DA44`8(pob1cdbk*w70x(2Rj$I(sp&cj61u&cSJ2o0Flg(pYv~~P zpZsiXre0#-7DB24uA?89#Z>jjkM4THt1zufdqmKiTOH^}I<8v7GXlW^JWyT@0#E8Z zX`-0S0d@3Y$Tmnx%B!BtR}Nacw$gd@mkfC8G;Cdqjr!#eJ~r!c&q3h?Me9xHgr2X* znq-L6_nR1O_Srg>5f_!ks z5owPP>YT#0m4CS`0)Sa})x^O`GmGVekJ0p5;rpK_mQRQ+CQV{ECNv-;5QCCQ{KIs9WQ!%wrhNyx81?P-IcB_&V zEOACNVQ#0k(fz(trxDA$pgq(G^fUGM1tIwMcLwFN(N0kR73_9bAmdpm7PapL&*Gz2mAOyKXS{+!yPWzWNqw@~B zjeP~Bvpr65V3;f0I@m>lXKF_ik=$)zImWKGqCT*nPfu95iR$w#Zg;1HP>$INchn(v zQcBj^UO~$-%3*$|HAM$LrjZ>}*>=<$6o);n8rC~cSbUT9%P;>;H;~vjLZyP2*#oxi z0O&6Qix(wm_n7f-Hze!^Lw3WQb0fnY zgN}CF^Sal9WWuT=LL}bVdjwA0#udG6O$2mGRUh(`JgPo(OVX3qa9ZY7O+D8;iC7=5 zan`obSrBXoI-{QH1rjTQ`JcRyc*;KlX@Vc_aq0-PMa1en37;#SUYzLgv+){r>QLut zvP(~BP@~qNne{G7d{E*WD)U~o&Z6u2K{tu-Aj|0YgYM=vM}kofkrD4nRbO5|`uie% zd7_P-7kZX({)tsj^^o164n6}-vVM|XRW$t?@j~Xi>)Nj6(yk4i$YGc8&B)*y{xC`@TzB`nF2pKecWIOpeZ0sRIJ; zt@gaSWOIRc3D~;H$EL;1{<9SFyN+K)XR$rqy6oTWlMc(*i@)5{IOm#_Vbb+8q+kBd z5I>X})h*VcB2IT{up$83Hrg*-^GWJR=yr)o8Z)XMv7|olvDj`k(>1E9Z!K%ndjE*y zuzr@hDcYfoXu3)ewS!bi*}CU(7Mu88S9c|?tRBa0L;7ixUzABNeAUEhh`|w+IX%e0 zgnmv0xF^%?jm+H|a?li^HG9dJbSsIAK`e|KJYJl`5JOw23E1N8|KM-_=Azi3S);0e z%s1!lJuJ1$CZV#|F)vOSB>Y$bPg$eHj7r&R;XusN7W1v|=`lCoCcOD+Dcpt9OG zN>wi5R{C6dLR5ek_TrJi&BED$RZ)z&yEw7-(=@DfQrb0@l1v*lw$OinlL(84l~^{< zRYg5&XyK>o?+y3Q^xuT>c>H759q4p;wwq(U*>To&2pq)tV@{pxn955gi%(`qwmPW# z7v-wd=h2JL6=GhPKpcI9{n)ui5MGBU%g4NMeZ4VNzNAktZaYR$9tB9!WMH`2vyfBMe`Ia9RVm}fw`bY6wGcwNLs@~@qF9xDZ60}5cWZRQ zR1DDwwR4pSJehU!9EFLmWXvUJpR_YJtlG$tDVh^_EqZOt*Tex~inb=GA65PTv|eh% zH~}N#P}d)1kH+&&#&%`Oi0q<}5%h_QM+$FGPsyz8#{0W+%f5?TKG5~eqaZ+CdzcTY z9@zjIk5sBX6wTyK_1y4iDi0c(#D;?|uJkDL?rShcjha-?jlccdeg`ER?EZqFzFYhs zUc)iFfc=Puwr+uaGxf3B$;z2BPX)snt$EAuuq^#!w5D#&3^TJxHZLKG@wbR08M zhETDoODx;erRq%KBWrbSzhp6M$+GtetQ(jzHY)nT9IXZ0A}Dt`&JFcqX2lo1YYz_4 zf#LS-PKh8Kx1~6@dMFB2bPwee0D;PM*VQ7Lv$tzQ5mL*$LDJs7tFzCwfk;xT5~1SE zQ@)AzlpWSTi|zOtjW{<2EZuW*g>WV!{p4FpTKCZ!4PI)}^vz0u`ocj)<5X@y~bODyjJ`Dq`!zd+Tb~=H<)@{Tr#+1!w+Qk2fFo!QrBpl=;>v->*E{5d z4E0*V@FshpFMG_o1W!X!iOH~Fe2>M8(Lns3jh(6o@bL~Wn)FD;%pDf-(#+^JZ3!1AosrKn`xN)e*(-?A$AahDsKZFx+p&o?fT{n927|$3?&q9 z4x6lRdOmj&@=Zp45?0E1GljGU_O>Nr62hR&A5x2c4Utnt(oB~RD~eY|J_w{!IL zmfrqb)K4F*LS1TASANzsgqXQvoP9=vT~D8x4nssUuVF{1sddzzPB&4WyAR`p>AxEx z>^qG8{v%Rel-?A!z=I&(J~KV#H#)w4PL|HlZEe%tR8QuqeHy54bRx7{WaS5S^;#

    j|&*C zfXrIN$eJx5d~sJZei|jnM)QpNVrW!`%AXauQBbuFHq}GOrK0mH8YCBxViBoPeVu9N#^zEF6CW9KnaTcQ; z0R>glcSaDVoa##QHfeL%T<_N(AFw}aGj`@)ysK|}^t`xAl&Jr0*zD9K#mS;p^-qPi z5nG82l~&ts0~KyDA}{BW%EK`uKe7tY5IP{6NyxU*Cf!68hG;aXtcwK(<@;%|oeqn| zYX&5d5)^JI&bVjnY~8^XhoHCQyg%y#={O6VuT_Ls{SA%>N|f|EcWv~BMMs%SQ?$K4 zJGWfLneMAIkE#d9yN3@teZRAQ$&w?qRr2tx+rX;am;J&a=7q|-v^Hu7-4`6pnahA! z&!s?I)87a<%Tdqv;0=nlFFmu{j0v@)02RRDy}{sQQJ8#vgf2(W+Oqz(pi+hF23V$U zuDjLuho%Oi(#p0MMPbcfReu@kRqeh!TGe&7c~2XC?4SM%5GVwk989|TXHUO1s0)Ts z@k&E1X7zjYEv7!Tm6A`b#I4k;H{YX;XZDQ8&~K<&p-SSjsnt^Ps%jg9`Ql(`Esr=(G{v1Xdh{x|eCx(JAhk=`|)R>|T@f62=SHZ+IKd_q-WXPeopyy$H-2tO?H!DiLLg($J|g9WF+ z-P`Dvbb;BYiQZdH>KPxYu{o$)xDpDR{t{{}c~fmBpl{4Z?#R^od2uI+ZwD`0iU&`# z6{k1>kiZ_N`og0k+kr)#m_7y zlR=yx^g>CLiL!L~@!gaf^?!8e_E6_&Da|KNjs!`Q?LH7)OXez7HwF_vl!2|1zREGhmVdSRL+im6y`frwSGV(w;BS$-*+Go4S z46Jm6*81kEuu&tz8=Z_RUOVOE6n(eVP2{~!nh3#8 zKK~RPKj0s&zt+2`=aH(s7j{*+kDYfb$Cf$~0`WFx1#A2kV#FmK&ZtT2GXo|fLaBSJ z^onsjmV>|TS4ah6oC2l@Wo4SaeZ2|s^=gg9ZQ$BZoy{*|@I5IUJMQ8H(y;GLh9$dY z{=aOu2!OCJ!!W?QU>IrY;rR&j25n2c;yj^z+tGtTHrf;g{|{IhGid>-4SQSf5G&th zEbAX(0=Gn=3eSyOQlB2i^EZo5Sj!ax!C4JeQq9>00fqc7BQ*!+U`s@aRiDEYE}tse z_)_o}*G>*^8}zrq{7cZKHgP*KmD=GNp*r*or(_IhkcJ2g#*)=HNmN`uj7X86FQb|? z=;Cdgw0u?zns(y}kVb&P_(bIKh!TGYe{Z;@Wh2I`e&K_9%&C-vkE3q~yMGszCZ}mM zT#;4Y^|*CFEDd%K9eVc+BET3#HWQ%Gli9suVsGCZ3P{Z{EVbr~KmJr>rB~#>myfHw z9{ub-nO7ho_BihXxR<)M|0u+Wo`4X4yp^>IbGFL{JUyrfVx%=r?F>SR} z@1J$BkF%z%MR&x+-VK3v{#!EqtoZu>4E(?6$H**?%zsYX70kF6nPPSpLq%&klF{Ft ziUjVI#`b861^?m^sk=5H?p6!jLqega8Nq`Y`|k%Y%kjDTqrck$#l`L_stoh+Ovsld<89eK+XEp)vl@TK|k1iz=bdaEHr zke0V`NbK%2m+WO7l~{3(j%c#W>xWy$V+2n|^@Oxay^1ITOA$*-(-hqnJDF3i0{6yn zKIAJ-$3J+{*~8OoEvjEeBQUVaqcpsq}omTG0v||2<*_9L%6`_lfSCE~<+e z{d-;S-LGewH^V|EP6s(`pWr{{&W$I=0Yp6jys<1`S0bRJLk0dB%ux%qsM?+M5%Y)R z$5a=uh&eBW(UC>t0^;Epvch3mb+u^V4q0KeJAh11$9}Iq+%C>gAtr1;;RMhQh&>+t zvVJVF)nVE(?bdi4RVSmrWyLexfSwJQp^bD@jy%~_sh;5VI2L1 z$2Lbb3bia+3PaIDe+EQsc%1b={P-Vn`2VFg zkXph)fTNWWqVA5i0~)t2_bVa4Vzasv^+XPLk=6c7#~xJ-}$_F z{P7%`it^~upY2Rok#-2*R7Za54d`Qip(P5`Cx6}W@Oj&(ymF2xS5$OeFZ}C5_;|>e z@k%j6cEc1Lvr#wt`S3m|avzfdoLboVa_Z;&wWTo+!nZ!j9T_mXDbuSL_5R5GJ6E?u z!Br{-p?z$^&nL%CzJH@-@)LR$uvAm*Ox#keYunOWJ(V$Y;XbQqlhlcHp8XFIniwz7 zDoxm1+hiXq$`QT2TqTAz&Y!S6wpsImyo*e1ZSUTT9}ga!s@Tm7@TR1HBu9Rf2DAxf zm4TwNen7|4h)XtFz2woPa>K@7ci!Ewt=N70@hA&e63>Wdn)Pr8LcoE8;2&JQOXIvU zbFX1c*jjbIkt;MlqG+R!ODnn@I(xQmMJ39z0vVpO3e(NK4i_}X`aO+bvt%xQE{>&b zZvHp|jky{AdGJiehJ5!@!hB$DyX258*sQsG{q>t3%0;d2S67yv8P1>R>wYy+Avb$J zH9W(Zc2YPsw=(wAfZw0GPFR=5`r>_;f-932yqfU6|de5ISt5V zw7Hc{!?Jt1(d6ir%c7=?)KL8!fBt;tVq$kG7xdjjF}2LuHnW-6$PffS^M-Wb*=$TYYxxCZc)RXnjE_S}jmmW;q`Pe0bG4Iacj(phu z<(paLACe0)ZK@E>?sq>a;{5n z-C*{mfZm@SbI(8Cum0Peah2*5M-UclAG;Vo^L7^D*|0pjHxY}xv{D)!Yby8&bv$>P z^As|S2N3nmvqn93kI(pa`zm#NG)1g4wvh#o0jb~j`=D`KpR~y8-32!E-|zkLHftNJ z38+}F8mRxr>Yu#Q-JgOq+Flm-QUSQ~q4Grz6x~wrVbtFx#;aYiJ23I5Og=x8{mu^= z4Y%G_=a!Y-kUj-ni+GRH@tDVC%Br`5L|DhSb0T2r1xrTs=*gVYHkKqf>VqO3pgr)g|99(+ zI39^YR``S7={uOtnZ=FI-*NStX@qNDrPpMdxcB^apAOR;T8!q*1t77I?&$!`vA0=2 z3x`?#vfvGiQAcBd-*0K!e!Z74*`}`}N{k=+i8R)^&Ii4b>Y{np- z8IPR^A8JM|Z8(?h-A3N7ho(mJ9L?F&ktJN=fNot{v89t9w;RXp!&*rz$)-wJEZ5W(@Xg!{JNz~s0PX`KqFgiaHCMy69 zV!*x686AUe1lDtSTqRGM#UN1xk*xQ}65jHaa(s2j`!qmj8Bt5ee_O*Pz3B|Pz0G~p zH?%q^$tur9D)4h=%utkoQadx~?rswF`N)Q}{7eNv`0;1A9c|V(BLtXcbz(52bCD3o z2rmmtH`^XEIuX6Uq(tdmQefUM{r;Ewqi`t?yEL-dom}6IPkISq;ZqKP2xrJaz`{dI z)|aQpI*2C51R1&-t>o{0q3uGE=hcRUY#pH?py!V*f7BjmOa&;rQWKlj&iVMpib+%d zjQ5;S zSyeC4d$)%eQRb#n_M>0@1w4UOg!Zy*s0#b|K(^1ABIpP2Uyp4q{1pE6Z#kp!ct&`U zR?^8|0 zhgV<=hM8V^Tj-T<|0wr>(aTXbnI=I{-aJv!cnrgCfCpN&Ufl+&>I?*}IR~GRc}K0# zfuC1IaH;v7*zxDd2j8ciO~gt@=BNyhzVCgjJDhE0A9>(7m*O_4cnWOx!N*413Cc9v znXoiWvwDzvxs*E+5LxEws`H{LkxxgfMl;b&49!=G=e8RdFGF{Hu#xAc2M$vGTKE_9 zh9^Gc#vEDYoh(ajxab#Y&|gh8dfo$e6>>E;5{-}MGEbB$afhtu!)TPB`erWku={)W zHckr-ZvBky!o^IrBz?-{dmZlES_3EcNRJV;o`gvBID^eaU4ZC=(V&O400~O8Bggi8 zBY0i60dO*7-yz^}-jGn(lh$J9Q}X1~Lm_{cc_M8CD-?|K$h#QE)W&i_%-&QPIez{R z=KY1YClLyZ8Oleme0faE5dO$OgXuZyZ8B31*@RlqBNU;JRlK1C-pM-%@9;`OZrSX7 zI3DpmOYpia)a}gNF8`pXyXlC@DFU|3R!n=<>&zUHZ%vql&xxAkrsC(_0{J)9V*wS1 z#xc3rCbRPw-XFOrsu3crRP?KM|32(vBh#oyG;i%%^Q0?@ta|&pmsGSC{5lpu%EpyOur^k^OT@Rs+^hg> zt!R%qM8{|~Q*4*5{8Eo7OG|7c$jzG4r$sJaoiK@TP0APH0yP^uJJ8~%JU&oGd`lbc zV)Jn6iif=jR1gGS1p$9jM`YQ`_BZb}T<>GieoHfgzjE)qMr?TpfMdM{)*8okyp z4+{)(bpk3 zAARax;45m>Mw%`i!2;^Tefm`r!qbbbK13^1&C33YTzpxs(qLGn=dG{z_jNt{%tQ{~ zbiw%dwbo#P!;u@IA|_kAcaHv<-kRVlZ9K-Yn)pc0TMB*^Vd)vW*&fmoVlK0x8eIhV zz3E1FWp%Y>(!l76eZuhKL9`^o8MFP$9akzhAsI>39duZ4k*ZsIRZIPBZIp3_#TE=p zXLt?~rW}o_xuK!6UheK3Rq~A2+`e6}vE~Ub9=neZ4dx>l2_k^f1J2l<#C{U>D&h6B z3Xpvw(;W$UEMh8i}c^U1%G}q70T>5KCsI964Ez3b1(_wD0B7A9hvK@KOBPQRN?}nb9}3} z0ZtN&2fwOzdvyBQKyqGshh&cX)!_|ttGE-Fj8YK3wb;bunroDsc6e~&-qffoW;>4| z%X;9xlw2Gept`bMj=Z_tgOmQ7n;&nMyE@toNRty+7k59cS?}^~us+#c@}COuY32;iTTEgBbn1ZZS*yB|3HuUabf z8gsuWvKY39`Oih3?f0U`Ep3rD6Wv+j4?!C>cdQ6`kI@HvBp>9&Ic65!b+!BDFK`r&S!QoQm-A|}3QevdHA$TUFL<0b9@$Q| zh6;3Lptbszg#2YuLUI`i>@FIR&PLbg{#ROh`KIHb{q>JOrR7S7$Q6eM8>y+r7+$0x z!YdK)C(rbCsLQ$}&Xl zYjS#PZ{~9@Qe?D|zOgSp2@7Rdjjldp{V%F#g0tVIf@F(IBj*D{dV5d>0M-hqEqi*j zrDY`B-qAO?pH!`H=@UBaMezL@X!@}*Y^T0GIGt~SBW!DE6}h@6t%>c&U7wSpJK z-Wp#2`QfF1p?j10F9LwPxy9T?RgHL75oIBMeldlNt~A~qA(6J^Fgq`46&Vgd#n$xV z?+~-VKTJ3O+*{58ho-dKo_!(oH9i(f!SofG$U``JuHJKkdUUwW#TN&ibA_J@T@Lq4 z_8a=SoAESQupfMikWYi@ z#X@!i!N$7(gT4^uOn%^-#$yHWDaHI}SRoI~93ZG& z^GzBwi^OK(Vz#>=NfebJ79jhoQG*A)yg0=WD)}(HQMVyceAcZ0JPYprF}b&jnFihW z5dj&5<=3B}cz5kq>fip{Y+s|YK(9Qj^e6K0-eys&eD&WOH|T)d8v1Y`S!Z}bB~q4& zx*_Eo)Qyi?tCUmgVvU)in-{6g33}26aQr4EBXNIeadywacE>w%4z_rb6+C~45R=h* zFh}z0?u{=;-d&;AuqNzUz9}nlZ2$wk?u}OP##ke#?6?TInjh2zD(nr3OVbfcaeV&OT_!_ySLs;H=3Gv#u z@99Dmk75TcIL(W*ZlOdQ^KMk70)0E!j z0 za}Od74~gC$R!913zwW&gZ@#Uu3{o$d_6#4rymO+Xkj7X)wn!`vr@5Yywcjwk zELuOEEe1j-ri{0+66s4fTmyBfaQ~}6vS}KCga=DU2wvOTcXTF3ku^I(gKeKJI#~rn`J&_8E{!0O0?|rr8IO?EX3tSQ3)4K@eEAW3G1ZEwr`Cd@_s^~2wRJ=6J8!7d;8e1iT@v-t;U<3l!QgM zDYDH_j)Y#qRvKEn2w_PY^s5X&R4gEE3HPcebd@NKriByf1^UUsD z!3eY#Ypa)h-`I((c`%P;pUi(GkLqd*UC4Cvb5UCyi4-krkGMm6lN2>-=<D{^4=kv&FS33Mn8k}yPy_i7CWccIyBZZ{IfNYXeG4-*rc{7 z{djj+R1hH)=`{f_lXLXzS@0BfR;(J>6y}jf0?s;)IbT^qELpi_-jQ49W-LaPX&Je zu)KZUBUKIqSsLJ=JP(P2o}7}`Pi_vN{y`XvmO1v+o<12r?Vy%GMZEG#xHcYGAfB(_ zf!sNPh6W$YrQF{BCcgI#`4Vj`ZoaYo>kZNF=pubvN)w?`9zwkEAscEg_HD~|XlEcq zQD^+s4YA=Pi^|Imu4 z;;|ck8wJ)^%D(MqbjOc572&K zm;jYq5duusSHqgOOEsmb60r#R;=QT(3e9R8NGrAZOshcQJxZg)*?1Q6_=RYxgErMr z{|B!~qlBXJ17-_K>Utd-Q7d~sHc_=o1?%934 z3v1jC59DNN{#q#7y?#E|H!y4ZIIGQAjHv6>aJXuYxcXUS@V9L-umd^(wj%M}ACU$_cczhT zS@9F(3+w8%PwL}4oiwLln$yTC3~XyRQacw!t$v~ldAt?0Gemo)6=|6g(-lsmZ=i0>=xl?1i%mvXU9JCSMFvHKk=(VEd%>XRPnzJ~gkXv>apC^*tbhWc zlzoDeUqN?iQo5+e~pEYTuhwa(70uKZiI6@B9Ws8Ginj+Z7Zbt;r1D z%6E?W@A=OY8Nu@3DeYN@2dT9vytmq$nE)%JopTOp)VoT%8~@}2qF z;OtXQ3|3Z->MFX+&&O+5i4z2KNVVGTd75Iq2Q!%0?7%+LUEiaU8nV#ic=4bpO~&kI z#NL~_DSXJ+-JvNhs_6Hm4H9&b3&LwKWxkc*HsAO#Z;0tgcuh(xr5qC*nA2P&c32xVbt6=sT zupcuDXSJBY>FBawEMcNMPh%UdiVw)N!r;_qOz@lF?W9?s43+CKirn9iQ4E5667U8E zSSVdzFuj{v8`kf)$&lL0`9jML_{mZFuox6AY(P<9AgtEnk*-s^Yn>zl$~FZ{m=0M0 z@gs)5_rQyc3a()B$)LVuGLj*d&yNv3HX=xMqgj#d*ey18-0~!K*kVmwb5JyRyBDAD zf?D3laMfgmSZ4=>A5hNMabLMSyW+JwB*?CC9KECPsKtdt0@+pbvdDb(H{oEPwW%02 zq&VvPDWs_EyBZREIks|6UnZp|<$dK`v{3MFJ8fcrtaFR845y_tXs}C#vlgFU1ni8rP1Elg3@_SIwtVI2i(Id-=?rc>M! zCHAU8{M6?7UMFc@vrM<=?befnVh=?w+Mm_BdKFEol(+!O^ii1_W*N7g%+z~*)Qx>{ByZTDm`#keR(|-YY{X@R8R5h zA`nj*GzN6HNQ%b-Dg(|cFU-8=9=1ft{sWP+qb%KRE{1LQ*c2hHio}jRG$~pvAvG*B z65S9o=O%NojVEp=Z@$ zZfUW-H;9pP*9H%l9?Q|O90wC+r7N(f<#kuMmDA8lTb3(7l*_dJD`)tIWFBF-%oWkx zNPesm;$kM3Ow#AmUAuTK9u=I!3fE%JDdK&m;xMBj>-3c+%@1vX6Z^&IJ|`J-8>Tqs z$%jU;qn=*2@&8ODVl$F|-Vt}&*tXtnw)VDjNw|JEKIZ#5ZaHF6U{i#iH8(3c>QidY z8xN1PF)8p&)vy1+R{?ER=RgBYqw)0g-JVC_Q^t_TX#aP|UtHb1-Y&CgD(b`O+EBe< z4k4E6@%u^m3*R^uI4}jg(-uFg+zL7f3al^+^SJs%=mv4$W;&=j@tJS|?{i?QM%XLJ zC>D8WTm8|#yCAiScpC1VbGxvL^{!tP*x%q4X_T)%_mPr?v;5V%g}5Z)A%MRbNq_i4 z{fGaMsNOH0qi!`-fFbP)u=1LIbpsT}dBLvvn7zymW0mm**e}?r0!^{C+{HZ2jeJn~ zAjFCPr3N8H-6;QO4MK@7`-h&a=b$C3O6#mg({(RUHF>(-50-3YMUl3nmbcAvVyWw} zBTK(`3tV`k(Pk7zt@rs^DUjf8zO+w~x?k7hi(;h6jzh*c890)x#|j9vJzDguvrsfIQlt zd*JL3SYILVn*c@X*oSArRzp9LbeN$`fHDsTnPtE&VHW=LIiS~jAG}X5=IJ=IXnbV( zEt8SK34~Rvw46d&u&Q03&~5QxgXpgHq$Dmml{0?XlZcF-K%H$-QyS(x!aU#@ZuiyQ| zO3fwRFysgsVRW9H)c4{+&uYu=T#eP7xIo1tolmv_0}R1HXqi+iLTi}CW$5<)Is@88 z;}(2S#S2ta=8y_plX9=4W>C;knzM+*XJ^@hbhw)>v<~W*6?csYQfny)|x#)oXA?J05Ek4>&D)*Q3}-6p=Ge zxp(Y7Rrt1+{#~fF6cu#z$n#Ri((m)i^G|``6;rmC#cs#WKz8beOQ}<`Wk_2q?u%fO zLpWjd$3;$V)#IcYb4#hJF-k*F0O+0dCe(|>se=TXGG%CFy1SMj$4YT2p3g0P7e9m` zTfI}0d=94z0NQ7xBqV4n60Izk%$b(bszdLPt*Jp~q|Cgb^u6^wm_ooX8MHtJ&V%>6 z0;r6XsaUNBu+Fn!C*CaSvRMMfaTq;>!{Q1UN{bvR^)+;CEHM3rAhg-Bfpe@+$ihPk^;q52$k;6lJ$M zBTbtL^8)^NQ4Z}jqT0O>q9SHRy~lGq9wF~+H`IGey(rpQXq49a{4%v;_ND;=x3iE0 z^H6fV^rN*o3k`eVc;cl7Xu&~rXz8wOL=js|k zdXr1S3pMcDFn+Hk@X0ThMBMD+477Xg?abDU!+){B7(yCNW8{J8i<<2R^LTDzzbA+4 zMPm#Uk0>J_zmyAy52`o&i@;JJf8_7T&r2T(N=a)f0N~{rZ8+6YL(vt?J93;RDTVkL z6hlqX-5xklc6dUzBz@&ut&^0wGzL6AGkfKq{U2EH*uL>#)^bNQj5@@99ycVp{Q!*% zjey7XI;sHPGCZrr+3^{_*TyL&JW<^@Ckq|w$nualgL|XA56L@7Rv;1TfSdsbOe8OX z=w!)KTU-%L4(`8iT*X)#tE*rqcg?1utjs&(d2W5j+0^s(K}b9zXE`kqkjGqVQT@Vr z{Fk(&QPaB`1=n0{<1-yB0dCX5C8@Z$@W|n3APH-kqo%^4#zKfrz4($ytwmMf{x|Sy zNO=`GN!^V;)Qmr&*N)o(KhD4d^A;-vws@{}ypp%Gt7#ZQY7Ya@O}AiRf}iP1Cu|Cf zZ%Z&UbMz1EH%;!-c|HZogvm#Dg~8<2uW}xPZ=rrdOOmSk0?z;v?1_k1krN(RL)|gk z!`OT9r&o*>%8+j&Uc_(f3p`KMF&5;hc=gvO3Tm7ZG_5}~FEk2`?5-{fdhcBH;go}`tWL0*wj19m1YXmdDLRtY{K z3yWN68jTF9SXrwa%fVW`&)n|-&CC`rltUZ=lyGF_-4RE8k*D zdZvxMFg%c_2Q&gOH6l=I(If_}9`#Ni>P$btL3-zvk-Ext_5 zS&zgR9W&G9DeN*#UrR(T-HFs0^G*-xHCvYyOYg4>?(r;-*{G)3GjM&iXFR^kZid)? zfI1GIFY|Tn;qwuPv}BAYbYH3;Y$kr)L7BU4GqFEG zcYL{UQ$~_8|MeBX4zBdBtT_$|1KO98w}F@#byo{sDr>3U&ya&fOIlj6+q-t#Z$gOh zzpS{BRN`wyW2*fl=MUy$u+c9zsFcDQ4SD0Ri9Q3!Fn_QRU!J@5z6*^Dhp$+!FBp>m zjd0+CTsKRGv?c>kz?oF`>yp46*800a(%uG05VEl7@RP6~9Hj{Ld-zK4hy;I%>SH;* ztnkYpaNDS?lb3ELkP@IMKxK2s+TnQ-I}U+ESYnP3(Jmbt;g~>V2N6 z%@+V_7hIzNMVp;e&c1r}q|j0U9~~+^n4RtJ`J40COm(GjKz{N$caIACANUY8D*Ev*Nl5+Y&|T4+IVN zvS!EU+vL?K`TBPN3*Z7f0Owh$or;N+3o<^-`2_i;7;0*6rVRbA--v7UP^x-p5?N04 zkr{Wr0pEVK%5y=Mqu`ETu3j)C@vOnYenq-)!}n)2 zch06e-k`mr@`(85PEBsJY!I|y2oO-L$Zn*y@no2Q{6i5HXs3Qw_}Y=@iqdQ*pfIA9 z_0C4PW?VnQUD}=5aeAH)86yYY2;{lbt*aLnkHySK)g1Bn@|aov6g358V3f1@0RRT1 z_iLsI9RkLmaY@Gx+a2;_F^d8bQ4y|r*qVJy#pAVS3~(BYrdqmw)4XVy`3m8sM z8;VKmUF<|iAG@*XL&{mc4xRA)vw@3l8{ny)>`8zf0$Q1z<;oV(b5_%g68V{bC4M6H z*fhZXaKwV}{uqp{?3^!ms?b!BgR? z3-7W3END7O0lXeGID?To>zy$m1zRlvimR30QYe~?2p3|kbnr2#w@<1;pIDw$)7_Sr z2kGN?sj#*1q0~2PKiMABh7jw%<^v?9WF+pINs#s#xrdIFu&@ppko->fQJDiZ03J?w zBmaTI<>>W?Ewx(JyIL$E4g4!$1$BQ(s=xPS{s2^DuR7Hj^ZRlaM8dtK?xY6ThAu_fk|+wagIc$sQXtV!4tK1mjx z6vD_0VdlBrzS!|M^JV#A?QfYMMoX;s?RRYOJa)wBFuxzN_FMQ0Og4iupY zJz#v4?HE)(whQ$1K`b%3ZZfCc+bJ$1>by^4BTS+AoI<&7TH%aFd=nZYQOK)ucTa1^ z_6mQLX&dJQx4&H`*R2(Y)+^knnL|ou%9vxjyJh06vQ3NHR3&RP0?0GPAGUPWeSb%r z9+c1c1ALk*dt#JhiG@4sd0JP7v@S5D;Z$J3@=k5-%UK+NA*%*8OM;eNfSI?!WQm2= zhV>VWszQtRbO=qB!DnY!EO6I2Kcb0Kcikk4P;*Yv%lXm=+S$LALH2bCVnL1`sh(}p zGX8{zpvC^Kdbln>PM{zfX^GQp?+Lpfy7?~nyE&wx0BjK;X?i`^(NUZ#V&WR96EADt zy3uC_Ap#{QyYI%5=^?dF$Wx^E;s^vc!P2Fhte9TB*L|N z&Y(m;o(Vr9QAU51@i1YIvbzop>b=fAF%PTVmDT&B24;5W@>mDK%=N$91iL*?=P7l^hM$gV|&Cq z%$g_EL-(Z-ivR9Om27ifNg0EZnfy83v4SU`0s(IndLWKRbsyysE8X%Q;NAtsf7#{b zaYg!k3Xcw^HxqQ*arW-Tzg~KrBnXBZE<^y8;g=3vH2JI>8jsAa@T}9FJ4l-UBn)(! zbYQai@Q0vHqX@12DZF2XuJQ9>(a-unq>j$7QjjO*YbU~PKuCr9VdHCSS;D{+IMzZJ z4E4~V4OajZ>Fd%_@Zi%(HkEl;6dKU-Ls4lGR#8dQ|7iRbubKa;2jvbSaqp<(sta{E zUqn^Zt6lM=>dTj4W~V)~=Y1w2_0O;BA~`wU3rd!@U?hWQNj)d3e7CRkfv?{Fh~1l$ zu)(9iSlwXDTtx{C5hQ8DHFMqNiqNp@ywtU~)!s92#;t%bRYBp1`f_FO$PkR4W#bE! zp7!o1RZ~OucHH(KR3XW!W4)&?n4uF-3sWE`mRwkr5Zj84QFpf%dcd|)hqeJDNq}|B z**WFdJLW9qc>YxV{gTq3hjb%-+=&}TiVCbTLvf7~^mc<&^_2RNU5?7Q)^v)m=w@~0 zML9YB<_98Dk<_(pn_?Nypbs=Cc)@j}s$@zCa~~`^8QpvPcPjyCU7<9 zUs7o*P!j9??E1#SB74Jo!R)JmYj#EFW#9u(4Zs_e(s$Vz8Ed+4x8|lesAbeLT963~Ghjn-9Bqwq5quc;8`+f{(CUv-*YMd zr(-#xYF@1p*h^eB{g!imK}kb>-FgoKZvf)M4#kr!=LTdD0o>^t1x6a^pLs#xI1rztsJLL} zzAY8L)Pg@@^*u~@>GgF!@U2J@#=xRpq54sVl}Gb$9i~oc{e*da_l4ZX-FOft564Z< zHw#;j9pN^hUJLno)$j?vW^MjKQ#DYVj{LC+#N{iwOP-UFQYv|AzGgszAZ<>&!ko*( zOM^Qg6q(m(Lg;G!ZytV0OqYOLWprtU zG+Ra%>70Z?8?4}V&)O5vLK&Y3{~Wkzy!@YVbI3P@;3Iivl2Lq>hLum7bYA5XQ?VMo z9;JP@X7~ZrR8&ufQCQQ<*?>AB>x16Onnlfj3}9z&3~0f5Nq570map>mo6UDsdwa#5 zuC`vO9O>|1^LmI|Q#H2$n!4q#-$#>YoC3;&c2;g*FoQHpJQjPOP)Ks^;#O}MiP%D& zg}2bBXIWaZ6?~BRlcT;>~vTqZN*3mMcvuk!mhG z$hH7R2VmU9?qkyI-6=18B|Kd3RKvzk)LWe!HLaFXbi?525=S~KJx|3gf7$qWJJ8a7 zF?%t--HSV+;bSq7utO&J1Ri3g93%3GOjOee6?My*DBp~8dZ%C8JMoV|&PgQce>Eo4 z8FTk}o7%C!lfJ<`?2~TXYnyT{dupKqSvt4FSiws-te&qhnZ%bRjcQA{Sa`2GD_v{K z^t#!AqXzj_U3qa~1?Hk7H4(;eFg?*l*tn=9M}E!>M$+gqKDWuwu47CGgdEHlneCUA z3^pz6pPge#_cB?|)SM%Cop?&miBZwkUcFD9E^TS-Mk0TH)#PNG2|Wf51CZ%uDw-!A zSMunsJgx*x;H($VkUMTK4VBp~1hO}_a%7z^#qHeP41_t%x8(FDx)l#9A8nEB>|!o# zUo0)oxrO#VV$T>{zxDgIJru#rB6uEgKwCGM~FN zh6Xx=nqEv;E3$2+ylA5w8`kQ(7g$n#RJFRdq<-N&vaQ&2qvncFvcmvlCcqR4icPnt zE%v64cdEe&CI%F@E6G%afPrK*YXf`n@aqTZui5|LiJHJ#doVg@uY8+Yu5-WJUhz&( zHfg9jCZ`k7roPOb*^F_0^d-z?)=~u?7yZf7 zs^=-~0lhki%#8*tn&sh|Y-N4W-mC%VGq6^dUQ(DPzxY)}$CUQ9+L6?E_Xc|gqgrC! zrM=1|kT>P;zSO#Iw$58>Jo9UwM(%yt1E}RRM*W5p`lgF?l7F^?wtb-VJC_hFT2k6l zP4+%Yr4ws2nbb=|!%TD@>iPU^+Yl0^lFwm9@Yo?~~kFnWZ1f5t?0d|A#6<#baj>mqKOK_A{6 z6mn2qD*ZIFV^|DbK9tqu2&15IH3_fDB zg|&Nmc#bvSmh}N*S6@3k)Wg(vwBgbr-9WXYbO(R2OasFG_|k;L;sf%e-L=hGsHs6+ z@^~!JydGfV*gIpfD8u5!5-aP-QxPX66IE-W2!v?LUoP|KGfC79;IVkf(&bvNU_UF{ zC4A3^X9)pn>81NJa2|{e@-D9j_ifyFpZ5dbGoOn-x|ob>t}7q6=#zq6EOe9(9a<7J zby_DUoL2tedLsVzE%LWa%+Z8}Y^^H}a&l)brU!RI?se5?6vAgr<7~s8iIQm zD;{O!f@4#9XVUc$FO&Xqm~5GutSwK6`bOANcN?1KblR+1@R1~-@%LSkDwQfC-7Kk5 z8hz~`(Ru6b<<*tj)(tNA2bAS#r{1HEgC>SYB`q_wMCIsFsqcudxHq07cFxHPPizMi z-5Siyr0na|Q7fsc>rV&y^7!AAF@$r{_3A&pvMM!CE28DxA-#hmDiY|(o3OpEpN0zURcUBfoYS>D+BXl zP=>ip1op+2>}Amx>J^rzR`pVdG2Dz}!=Avx!23k^p7MB6@sXeYzT6(2#@kvpIWkY} zVy{%QO`&KJ@)eAc85DZk(wPT4q55Iw_61dG>3Rsitzmf2`C813jt5st=U35vfz;nI?a#iS@Oi=b~Ea5j(CrG5pG zmnEqx!-2wzbv$NOqZ+eZBJoQH9W$CN z)-WlLCFF08-6u7|Je(#gnjZAV*GOpUYhaU5$`EX>jynflmZ;z{m)$hyS$;~|U~(w2 z1lU=nxt%YHsaPp25EsE}23DlP+vrB|hdQfi^)?U94U6kn{&_EnZCMX;42t=xXFQ7P z`;okrYu6|FVv|W?dbXFwWv+Vg8%5AW;?#brM58KvYXwyDj6QeM90m6W0>bn~<@ zInem~_V)m~b3@=FrDKr95+6-^8K8yQ(CpD4Gr_ zk@#kI^5W4*hmiFfA(hcZdZ}iD$?1NsISd`G7?BqULtsAA^vIT2I5iuxH@o#b2PD0= zxM>&CA?N2`W1|sQoJ@5VE;90pdk=b6t3mc}*$sFW-5E$gM+^w%_ZAkE$im2`e9jjV z{NI;I3|Uk!-HaXKX>arT)5t=D`gLUL*@4DDJ()O*cmF8hG2wG+Si{hIL)gz~ zjB(~XP~<71Ob)@{Nd4N7E_HI)q#nr~7yrLAFkSZp1mG#`{Vx|aOpjBz#2qW%!ad+l zFGqBocTfjn2fP6eY<^?~#=T;Yay$)aSvw@K7Crxyi>86OLRaoNV=J&vDgjGnT&<`p z!?YN=Rn=k9&|!tLt8^e^ew^PW->^N2{23Pw932kzM^ag0dpBXfnM8MpCK}Y=Chjp8 zaX_2`FqF_|x261_RGqMk-(4su!OT&nLFjROcWb=?*fuEtIMfYCRDkCl!u8A5jP*pj zY2t`0Tv-PA$HVPDHLo1VtEpGH@5wtMBKoZZYjc_6zNx7=GvY>D%dr6Pg8P;;!?bVe z)>{+533fJBeK*I{Z)dTKzb=Ub>NhAmD1T9bg*HX8%&nOdJp%-tfr?Mc4Q& z4$$VZVu4<`(N=Xr5lq>*9hnDTCl8oKD-|&J#l8Q3yEgo9VMR%qXG0!ykcG}MLz}h8 zLja3vsYnm`12%B!pgW~RWWSB|-!1N;z&UVa#edp_{Wpy_hIIe{ literal 0 HcmV?d00001 diff --git a/docs/notebooks/images/rocketCsys.png b/docs/notebooks/images/rocketCsys.png new file mode 100644 index 0000000000000000000000000000000000000000..95514827a54c1f098d437ee4d89c6dfe23a923f6 GIT binary patch literal 30327 zcmeFYhf|YH`0s546)6^al_H4rqI9AnB7z_yz1M(rsi6b`1*Hl|=tKnJk=~?t3@t#E zNbe;?IwU{{3FN);d4BW0Gv^O@&zU(hWJq@Q-uv3!Yuo30?T6<&8gw-5G-uA7q0@Zw z=*5{cR1s&+oGraX4WvBca2W;uo%Md9@$gL95a%lJ;{y1>vj=C+R3=;@+fV_&FMB>Q z@ji2gzU%aJw#VZi`!i?!Xf+=_co|^1Im1xT=^rvjQh-t3P;T~7M{rfR;>IJd@)6Hn zK2-g%{PDs=&s!|L=RZ9*%+%uiY;@iEByo1K9|6sny{hS^=}K5lNjZwdNhBp^M!q$C zfnIzuV0YQ`y7mVFa@07rRW|`Yy}@Q zwWX&k&L(Ll3H<#NoD@cs{`*zHIoyO6_V4$6>IzoT|MJjTOBw%{o4wt(;=jyy-yp32 z%kb(;QNvI83ugYVtbt9!b*x@8Jm*ZAw z5MHB7Ce#UXFjG$P_1oA&fl+OHDTt4=T;xFlSa+jMDX1f*xT=sogr9T}Iu6S|o)iIZ z@idXj`nMW{a(ajA4==`it0DCA%qFP>Eqh|>X)_f!_cm%+TIvJr-9xbGI&59ckfKP? z;oR|hFo$%gW|Gf2g{^p{t+YPWa_+Zp->6Wi_Zyr<;%XtByMflkD41uw-pfvx2>H~C z{uKARR>(gGx`3?O4k0aURHB0Ulw61|F}zo>4MGW+^qM;^=#cGSQB5nsqwBj(2ZpNf zc=Nf-OPq%(6n-VFuaRS+xJd>UgUt!%n={ls!K9jX6}GuNiq9#Z79V6Xqt>FU2&J4f z-{dT7Ihb_C^rxuL&0p#_vhX$dWyFKBX)r9e%r3QRQ)LJ-GWSB1IB+pOhz(ycx8oL7 zs&g4D8yx%akv+k;GmwE4dY!k%Xw2OE*$EZDdGIcRSQWR(5}Ox9Q4TuzUuC115S z!G{bUL#f|mZ444nOy|V#LAA!ZqZ&y9gMRbvVd>iJCT>I=211eCn5Zr+FM0gS2MH5{ zxW|$Qs=gB4o+tjovO`iz25R4vX={-On^Snw=70lqrIrOlR%Suo6HQd=Yht{wp`KC4 zU;G#ZY0lKQ@;Mne)a5$L+*pkWl|k!{4YDCEbHq+Qz=w1c@FmS~hk&(tIUGq;D|qa^ zLvnXE!rD3hn&54kTC|&d*IImXQ6TNx6Yi0kcXChDHha(y?XBQa+Ck|&^_1jkN%bJwCgplyP({i zjA){firf!*gGrTH=SF3is%osmy6lko=U$?D<~gCZ9V4oG@6dw`SLb4pB_j$;>#>T= z%$Mq+Av5Mjl!@{XHK~;k&faG4u&R5BbK*yhcBa{#j!nLoXCk$dWQ!Ux7bDT%(ONp1 z1}e;DZ6`;rBSi-4bC*hSUqMW_U zwnA3pk_)*?yUu5ISa~CV;fr$fnvqlVmsR}w5dMwIt9EOQoO^Lde^hN91$)&f}WaILy_zy(% ztDChRjd8ZhlCch#FmAe)_X;l7GK491=PoHoW&5apc95MaUMo>5Vd!GLSU2NmrkXuI zE5!x7dm{8_uPwn>t0y-GE5mTq5wLnMmZAv>;)R9n&qH04_f*%K#UX?FOFLOaPYUJO zg}7j*L0N}`t%Alf!KR1Tk5~`(L&>!p^B&C-q)dwUX36N)xub{#`?-_fdp1_bpYP)2 zPWmL4(GJ{RmrP!*qRRSmLU6_hzzk%r{6Y+t;;i0d#~UfrW}I5caQsZl=b*70k6uU; zh%0g@rjZhRzGy||W$E{tJD1%me8m0bd{K4u#P;i zF|p%R%;{>Bf-3S@Ff?rZTa;G=Bn%B|Qgx1-aBs*|vQaKE?V zUE!D#ISxfgKZ3?%G`I86Rbi_;jZb^N;oEqaU&~C$4^}TvF&-yMG+;itIqRjMi=|?N z`+a)zRy|Ee3Q(at{F#mp)9(F{CS{7dEzzVEhc}_G4g1a7bBoSGB$msn%D!*cP%?AX zs@idI*Pz&NaIenqP^PQWrYn+M2@Fr{@l>rFlH|WVn@#BPHhsXqebK|FfDQFPq@K&F z(iSmbSNbMJLTi8nm|Zf{#nE>1cr}QscHt`%^eUpNAV4)iO2rcyY|1ONov=E*Yurd5 zhOLN~qRYpxDA4MrX8R^UC6z~+Dmh(K|5!EoZE8+MVWJ%tLycx1@AdeY2zEP1Q7$jN zajwvIMfqf-F|nHyTcNt3B^gv2H5#1$FgAG-m^W0pB6FL$t(Ef2r6jWhbm|<=FUe#Z z-y2OK=C7M|`xG~(c}Q>{FSmhCO6MpuUpyw|LPRjBQPCkXMG#F9pQ!cbs!p#{Ye#YW>hbDBJ)BaPb&EM zXun#TIzb&Y!8>?QJK2?0fp(cO#~Y(e&86be4{ri(Jq~#i=U?_IE~(z zJBOny(b2dfR+}H;V-o**XtK&dYnGv)!%kF7)FT=qGb1~P@HtOFi<%FiRvYS^fLbvBL$GmVA^9*yS*OyN_y+S5+g;6 z9Q_mcOAIzZCwt5RLaLled)(OS(5#d0*PxZ!CXN$^C=8}LLj{Tp*kH{;^K!GP*x{>e z_as|-yJAsze*7?{eS7v}f_}H%s!u!KI7bK1uso0RKbvC&RYjUvwm$z(J1kJiDmobU zTK=4pgWu3REITBcD}?=ee=e<(|JFdyW#`^A==n<7>2L?(sP6&X9bcPE3=+N?$NLbA zM}_E~g{>B->(^?&^?+qU3Oa5m!y-kx<2F0-#iMctvyaIh{qLs6-LKV-tG+FM{vApV zwKXw`x>Rg1yr3;|%oFLOV1kvk=9^hDSm#Rc$~^GbpKZlJ^U)41NM!eG0=`jOYObh^ z%w7~RZ%F^=f2qwhUEq3gnEz)@h`81%c zGw^GN%2gP8u|_~Mui%bHA}=4ofbL?0Sk>i;+^jyn!bd~=$@vNln2qq)IbhYq<071S z6XuFGocQ)Ns0bHo@axk1_S&%Lk&dk1=;KtZcqTl^=j7d};M}vz7E1GUxH;j>VVekYb$oK+J*xvRi()(cYrJ zTnpAhHjc(vPh!L^dK!lxdOYFDlQ%W6cF5|@w*UEBhn~?5iAp% zHGK37G^_Gnf7sBPDcBK_l^&a?oRbI}txE3AAJRBZ`mmTXraNHRHPIju^OdOY-^1-& zp{3R-Jdc@7dBH1JMRGFT&2mtOoK;LwYhR}dXwaXvQe*a`ZNexTLaRIOO9fGHa;FYm z8EOq0V@uyah8t5TDBlV(g_?M0T$?t7RdIyd%hmuIN)&EgnrYo^mj0WeQ|ShE$R;)Y zS*1n-3fI*^f80%~Hf$G(q>b)&JjJLOj!B09)@ zlfF3&uceXdI)WPBQYzoR0mn!0H(U^jv$OXa^6G^(6_c_w2JK}$;%dcE{z`l6TV^;Y_1#7~aZphC`8;)xqhcRFH<@fc? zsjQe42a_>t`>#4nbQ^<9gpl&@Z~wU=x@7C$5{YOCbi-3h*M{FHUmBw8Hh9y(iiim% zMog$v$Q0qofw&?*&$WxHhbTOrZLB5QTd@TzM(WtWP+kT3ok*CcT6r!_!CO@ret*Ny z9^{zJFp&HACl+74feAQY|K#0Q@%m{YpSfHjyf4aLQQEVOm`*z`4$|nlRG=GApXki5 zn@AWYYmdf1l%9$qXWi@mrxTCHeBlrPCC5$ZY@S#xV=W6p4tExkrJ>7MpP3+pUmSVh zz&23UaMhq`41KeF>@fc2R%8ksIeAw!ptjyqW~}FCUhBLNR53I*m>tU{Se?{`WZQS3 zjJ1`7{Hn#~l(gRW;aYZ&ZZFJ&7>eAWXscSm^k3bH=@{m`=~>~eQ>h>SQN2Q#g@G-H zneMX8ucz{oS5B(DC3P=!ilNrRKrU8N%jIli%n7k=;K~<9{iqLy z9SNace#mpC+*e&MXBn_QUjN{6+_61$!AZINu9&Ibr2TZ;vE3tuI+DZY0pYHvqWRCq2fw;DeyLuk&x*TpXtftll*-NNOE&XhXm!RC1-&YwLETlOc&*?^&1;Tw{zxdL^=k}uzNg79sqXo7oB|B7E&q@Lphz` zx7y)!xnW�kK{UD7$Ny(x}@WdA~D@l%Xr=DWBfl3GSpZDtuO`^yKEvovS66u&b~0 zZ8;+m&BpOK+>PNcBj?mDxV2JK=6i5eTf(CXrdJBve&Cfm4HOx;wHVgzGOsSOMgn_O zlGnIVTiQi22II%0QIN`(H1Vl0$iekTb|DkotF*lu))h2S%S zC$q|Uvrn$f9pu=?zPhk{2^Hq~^mf4$?az*ZUY9I5*)>2GwAekC3#N*lk_$&Cb0^=^ z7v_k2n-HYa*6ERqk4M9?KnpLE{$|11Z&~&BE56rHGje-{F|H=e#PnT$ey=GBcJ+^O zXpA-YH`!uDa}f??B8QVvNb}WAO>xx-g>dyv(%NOof+Cy?kdF`S($A~=u5?N6wAoDi zOld$JRY*)?8FnFm4nr$T53LT8;3lD?{8bVbS$DpOp9uN5hUPF>`fJNsY_l>O5A~u9 zrXn1cLKEG+N7H>de+1_UhEG3TpOn>2)^MItvKUawfk%o(f_(pQKq?RR3{?>g9wy0h zu$!p`Y$>CSzLGoz7DITg(Arsl`PVpqGn6Lwc-d;meV*^`Q?D&+O|{d*Jo&;&^Pp+& zVt(-)EUNC|WXXaPRX+L4)mStQn~c#CopQHNzv6pM&W8>#x5fJ55EP7S}^2v$u5TWNm_!X zp4Hx62il<9hL~n(el=ftMzI`;3p7%>XOt7NxJ&N5Hh0+m;YyRr2?B*>aa`)WdJ%dY z(nHybp{Ve1vwU3o!t53H-SGKflmT(2z{>5}dK*iK(2sX>z>+6sRZ=>GPXi&7>6fHn zaAz;QShZ4Y_iH{bot~X-Zn72P=Z$rgx1IdD1hDSLa9%h0nw7w&{+wR*v73 z0_E_m56TkDZdl9{V^KB3rC+DIVYxbYeGI`Mn(*#?~5vgT_S``PNhN^he(UQ+0VlQ0WZ0La{9OkrzO@6`T(P_V=QrOE%| z^#7m1`e2hs2tH_H1mt6NFj>7l=-#sWYfW?R#f4ZneV;=aAYW+tIn^N8zhTr7PRaIPTFWKS5BEBU<#u(syAR1A5AFfYg>SH8zS{&@x$ocw`7_gz=~mkS4Niv zK_KYfgoz1}pQq_Ik0W5~em|@uDY8tT_b`0aErkI66Kr+~&^Ep$Dl&yjkP@*>2?Kw# z0i-NHcdhU$=ie&5%7D^zbO6Szr2txqn#>bkc~&Pt9r?`|!5AI^)c5xlpa~*vS>MfD ze@+2jp3m`^S3V7XOVbw+Vq_V+?p%oS3%l3yBob&I*|JE3OZ1yKeA!e2V@Q&~X^so# zGXZJu=ASb;we7L=LnB00=@X+l3i8p?#7Zt%AuBHHLBZXiwgj<@OzjtAatpaq*yZk6jDSP9D&rC!$ zy-^csyf`{&b0oX=^jYyW$7vif)PE+(WUQM7@RAoy1lpuXNAa$L2Zn$-$=yKpGd#Aq zfXt_V|A&i0+FTyOTUx`-<3L+X{Ot%6KSHGu6G7lvBfmzx{V9s~+nMiJOzf+$?@MwW z%(y#ow7-rgB?-`>OXXCC*SN)ws$9ofQXN=Cl}i64%dYmKNC%rDM}j@y$1Gi-mZ$pJ zpi)f73-401I`OG$ur9!?Yk~5vs&AdYNN>+#73{V9kAP;Ejg;}LvMKi_F+hbu|Gevo6oeG|sx z&+TLZ+MTnd>s+f!TlSBer^Azuqcq$GIx6{B4fKwORlhYcz54{{zqNR@S{nSW>#4>! zoVBFfQDG1P^y=^I((t=RK*34*3gBYu({5J9SFc2$3WTzSt|K>rlo1vp1i;(GQd#YP zpRW4*=t~|VWOMTS1cJrNT$zt9;qN10SEf_#aYO^E`g-|2(Zsv^RCUadsiiqpC)fBv z|{qXD10hNI_m_K$^112CsP#abntN7y{m!AJ{uoOEVe_U?t6@ z$X7t0)&5=AUR4=XtR(+6TQ+B18!)6O!LWnV1PuM3yxoR$f6ZF~56b;5^EM!e0B<<8 zOwf$Vh4-&Es#fW{ZfN$mmGAz#696<7kYD6)e(QhVv?c>`$u*|swhMOJm~N>4lNr}D zMVG0o5zpCY7Jce0+x4Bw31YIaFsu3Dc!#B~0OPb#10#zRo_jO&6#j0ucW!)|5%b=^ z4Lgz^b4|ny7&*Me$@CJPq1=v-xqbvMV_nJ`3YI8gHh}8%j%YGGzU2MMu)}9KxQbP| z`;yh$TSF*gzaB3C<(Y?k1J{1L*Dpl6_9fkd^n`Gm{kg9dU~h8!ca^Bmp1;WKLHPbN zk8~kG#>pmCx(PU&@0vIQjD{yPD6YhU1hh*lv?%M^cpB67}ks#dJc;?k+MSZj-j4rUv6;D5uT=yQ9j zCCGobm%J2_ic#{MZ!a-)b(M=8L{xpx1mAFL-0E;0+Y~xSp6RhPm`;|Be{2J<{z;Ba z?LH4TsuATHA#1B8^nO{b(&Kb&AjX0;SRBePi6f%V*b<>eJRh3wdyhCz#**u^*p|!N!-W>N_dn5RwSbRDqu(8#EWI`S^ zbkC*H!M3xQL>e7;!s)k16~h?r7PLX|D<%(^&1zlyJkZ2cY&JK0cTF0PST36AZ+4;+ zmHHh3=NTsJ2<0@EsW|ay#5bL(6ihB?^z3wZDxE3($5JkO&z9_Cv7{A|@eNJ#?>T@sKDm^h z`-(V~{V*>X&^T(dv4;$-~-})V#PcTH;fhTw&qU?cP%Zfg5`mfS~IyRu4%dOf@ z^3hfmS;3Fd@(~y?JBB>q%ropvo^Fr{6|D%yI9IrC z!g60_)`Z)rW(Uxt^FWAuHV`|ridYOJe@ZM{V?-GZ`QZuUM^J=oWtIxp-$aK#_ zwP41LXlzB#6r_3c|Pa<62+N@GQv&GGY0T#muS6?xHc;MnewvZR2B! zzwYPcGf5@%oJ5CQC4G6V8W*yE(-vf8dG9D4dWTEspstd~ar$*Dn5!Rso1gF)>NsP9 zm0v5hSa+;7&`x#hZB@W|H_ikiyiMQ_TD6>TJAqH}A{IxMPpmw4p=&S>NU3js<2M|+ z4>e7n1V^Lj3V7Drmx4X0&>wb>`cR^}iu8oL!MhakPoR)4f4TgDCp}%iTr^?1&CAy$8bOZ8p@j49+<}t7bqTp&plFo8Ja2!7$7ohy}aCQ{@#`^&$z2StuO zY!+u53RPxX3l)~N{00MkDVwX3Be)Rjs#3zc^Bx1dltUCWa zX{8%S`iLEd(_dHF7{SfnlTKrVQnWfu$XiJeixAT0++uFK^kttn2h?32w2S0!JJ^k}t@&fi+UD0S z@j15Vc$A)RJI(zl*q!K*==^d)fjo(jfDObr|JoH1K-(CfcAIvcS@G=4CXCBwGwuW` z8463c+Il!$s4h9~I3V{!Si!iwDj>ECYpYZkU`eF>sI9K0V+P zH^#V42~bfN!3U@={c0>++h-3DFYox{B=$!B&KrX4HfV(@panM>H>QA2&@X;NxP_cx zSm`0X-KW`AE&Tp?UWFa`L+rScOSV41V#h>Wb1D9qhV<2k!rl;j?7jiwOGSWr8a^J| z(qf4lB->EriByPcT}_Qks_ul9v|CP34I6w_%1T;@G&WubY#rp43sVP-hfo7C7_Dlz z^6|MU?p0Z1@dB=iFy9Z_apR$NNPguZ`9zTyv?Apfr@oABU(XP2X6BRA7~2XG2`KLg ziWy@pUy_x;Pim3smq(9#ZmlkFz1wHV{;_tEdVk2b|1ETM{Cc!LuMy ziS3m3nzYbK#Wb(s&33;Jm|vbd6Tl(hb_J_)*to)1CFUJgo@K@-3e#`79w>4v3Hr&> z+Hv|BXDOv}ojGi`#kN=cx#Y9)W739OJA#V^{dGwd{Z!3U(XHENR(TXT6u)aS>O+(_ zGH$A{xTw@V)8vm;+A)Scd}OL@cN|dC43$zw*i~9?(u*yIb_T50T61T2MhbFJNaqo` zX}^2}=X^VZ-j4BDnJ?|9KzBseVxLS9Ow8<_x4i58KGFvnh59vj6rRb$&V+mvs+dp&DOhipMyE*W za1QnC;1uhEa*nzvA1T>7?+Hr+p?+G=m>Nnfpd3B{O3H;(;HPb99XdO9gGRB?x&>ia z=@f2oBrujn_lBOX{h%N4e$skT?6|mGQu@we7Y(D?74f&`ZieQ4 ze^6upxsB;IKE7+dXlHW!cetGRXj*)ia+)P4wCHH@w@M3u2J-I&!?XjT?x}OsT(k73 z-1YqbrPWtnsXYEbgq#2ZTj}oxE&&j_2voq<=_c+| zD-?1^4NB1!X!R~A8*8Wbbg)!$xYzUY=*-*C#*USFB87!6&1mPXF*0Ac9WJfzG#cjY z1)?7@@Hm>7g8%@*U;s5dEdxSCGGkPjWSc|eCS-bd^^`FGzYj?>$+@kzquymcb zCAdH-l}^U>b}Fe$RTq}q_xh*8dKyb(8kdmg|FV%pW0wx9V=Mp9&m5m*QmzpSR`8n9FeM;5?YE_`J7dE zsUjrkg2Voah{0EQ$PVPhZuTB1c+THHx%KQ7yJ`OJq#Q`gducS2yYHkA)MP6N+Ww#O zwA!t~RHymtRLAbUQF;|)ef8u20KPFH4TPWjI{XKga58k%HFY@*5P9xZT8B4?6{=z6<4QQ=F#p6>doAlc- zYkdGfA^<`12dGXpkUserJkXp5K! z_SG*-I+JJL-Deuf$Z{eixPhS@oNH;+>SD%kJWVx7hFuj=PXkItL=Ge?a0oI~%F`b5_9+@2PyN435mQAjziHQJ%peCEsU$ z3#;46E!Be}+xPjz9}NSSN;acAHW)5D*1q~PG+$nj$2#CLM;0B7GxG=(APG@6qSMLE z>$AwJE3j-s+7wx{_m`}YP=?7n}QpQb!d zhSB}MG%$Chf@rez_g+E<;y=`u2p=o6FjMA>6aNd)nE&N!`-$*|1IBFGwZEj2?LV3b zP_^m5J|puVbp+5{9LMQ%!Yrliqvcjs%6z9D#)V=k@dBiXBmvA9gDxP>JzC=wXn(H` zAsvw4E5?^3cfUi-(`3qd92jvq$6Ew<$4y+(HPheIG`+O3zBug&(81xG@?YA4CJ@6{ z*X)ds>B)oxruW-=Qkg!2ls$5G&#wOCd+JKeAxX^VNR8uv=bs2kV7Q>jqGHMizFv%6 z0GjYJdPD;zW@_ zakR$oIE1zE1J=0v{cZ~R-8=13LrJ%^9Nqo5rqd}8>jU@KY-tUMC8eKTJq$dUn=tTScvs^K;9e#K(z4w)Sq$JWdLO{O{8%3`OQFWl`KP% z4E8LRKBm8fGzXc8=^=e9gPDVv%WktA@Sv7seOqs2}IoT7TZ-1W#N4;nm@=Y3xXxgq5_Dt5a=LJ1CEp-AAIQ%^6fE+U=%rWDgT;bs)UtlF}#dNd(74o z7=X9FDIJ)d#!8zFvc0-B`1RcYiaBEalrzs%&Q;x>1|r?#zFsPEUZ1^Gax)eeSx!^z zO?=Q^BS!5H26}KUk5yYQEo7QbZu;Z49qsp|Km$3DhDNca`$e$>KRc;(~qrh4aD18Z@$G;v7VZzxn^a`82?=4n@J-EtXNhwB&N|D_ZnKu zYJSS|*Wht?9D#=+XtA2dPi|Gb<~UyZVe6>^)ZE#V`Q6vPF)@&aBRBScUM4G#$IHfa zuq$>7KS)tS7d;f=O%XRG4#(Mwyn`Ckmh}KFONRoc*D3&duMos&w3fd05hwmDF(AW| zv6i(Y?CJ}Ji(14idkl;wnb~xz@?Trn#SdEEnnrhSxYPkR0eJYto%enZqP*Z!nvVb0 zR5q9~yv}1z)w@lY#23?1BxWjn)%}kQ)4}2$5h6q4 zrRmy85T=pyg^R|8*X(eZOp=u|5%Yn-G&4MHZN(+_Zh}QFR}TSPw35|oX1fQlZwoI3 z)5P#sExg$*=LO@=Ng!sf3gDaIi}akm+a9yc3JkBItDgj%Z63XGm>W3O5^oTgORe69 z$<_h!VPVPSfgnj79>BABLLnd{=KtzYO*8D+$P_+T%>dscyCSW9T`Su;ay1Jftc+6w zu#TD2HFV`7$p<mV1;Rra!v;|;z#c6DF+UN&Q)X6I21s6)4lI_zYxk35L*(EbCE&upN)*uH zRyEIW*1T|CgvIv+?Bc(;A1U-l#%(%D)dO-^HG=o+jNg+a#k}V?u>H51pWP9EeGPO| zk5;g`4p`jRfD%>pZ_B5{v9P}_kLnIe=20I+4O?dEmS$b&1uzsweS?_3otK4%UMKjLa9}UAo*b>?`6Sk- z_iQUzK5}^LkugXc^FMLfd=l>GMgUPGxh)rR4ITZSr3#QsWk1~ZyS`Wd^`^4sczHE^ zuE87J>OuG|{elAYI&TtL+l6-)ESqyvP6N6kgE$pdUnasQ#-7AsyP*?3QP!u zrb%1$Pyp$^5&^`z$=s0*0f1&d{|J}r6ALCe0Hy9YE~nC(l3$Q-{kZO=;3{S+ZcI)Q zxXVR)dXUKJt}W8)4m66 z=##E4FCdue7z9koErm~&(h>95)V1E#>`O#d?oxfkXMAEX16H-_$~JpY--*xk^B;WY zAGuKLUf~_-Vrh3e<{+|V*-Zhpe*ylbnARP&)Jryp17%#tiZ2{KmwIlJ=((~k&VT^j7pOz=)+Gwr#-BOlDW z`>Hqle{?B7aetm51F!P*01Ccw75l2!BY26U8Y$i+YStX!<=4#yW=tqDV&rN&-t@q3 zFE9kppP%5E-HEh)5<=zy?SIq7P#EY|mUt)uewY*^$8yM^OV!+A+}v&MO)io_>*pP{ zI~|^%)E~r*@nMw(-}@uaUhws4WPeS5(t(Z1HBJsEAZJ^G@F)w*r4{V%V=ea+{}t>I zu)9q(Bsl#_b!ggZ5pA-ba8|d%?_J{kb4CSzyuC=iJBM+0Q4Jjqkgb@J)U z+U<2Akc{d?u0E6+;X4}oB0;c)yKJxgQKiTAT?%#1eW{x0|1E!{C zVJ%Bs+qb#(+Af`c%l&-dc>W?NZEl-N!|!V3-89lxlLUxQuoe?1H=CC2KMNrqL$4kj z&RwTh*mL{6cf&RUh&R7XQr0 zQG7nC51R?4920{UN6MkTvnYz~N9sEpV4^Gc2sIP1w{)O9=q}Inh5(W5x;Lae_}X!i zi(0}Grj`|6C(;om`IdUh(epn-_9c!j_PpUFbFXr_8qx0a49Xw<*BGX@vb=}-wn6v- z8Dc`AubzM{D3g!13XZvG+&TBp&5IQ!r?Cal0B$PJA%|DYA9bGKWw2*fLb?(J6X8L` z-A76H9aTvi)p!z#u#NH%iORvaoy^>oJ`~U> zU}zgXaG<*QA`!0ewg2`CSP_=U6LEWOay}Q>nP6EZM&%hKt#I;D>1PdxB{@|BWrHS= zmasXw0s2Tcw)#0;uWYO3T{0E~VyIn1`M2V;(^6Fy!y6?Jis6bM2tk(T5$qr(1Yb<-4((}lLj{g2;s4Kvmpcu z-42=)*>ae$@Sic5)-ONgzFw%z3u4I2ea`q+m^s;uBz(Z2whU%BC?HPo?O2OaqY|C6 zAN6n~#k}m-@z^e!k@UNtJZnkI5PQvH#k$LKp9s*|MCmAlQxhCw|4Tn=MNXv7Hh{J^d^6msF z*i@0W`s-bigAVfkKLVbQ^#VS^=&xD!o%?kz%~@LFoM`$Ri0OFJsf(wlOQhExCd!T- zZb((rl})FeTUB_wJ|Al1GQV(JuAsfbtfe~C5j051v01^^-#dfOKQpkj1ZdG;p=^(9 zS;?gyP>CP{$BEHFq7`Lo1Kx_y1mbpBR>%S~kF=~8I~clpGZ?%Fnv>sEoL z5_=hNWSlVBYOj1cEqq(f>I9b>(>gRRlpMA`-!mycOa~k_N`R|YKASk1gk<>A@8?-p z0yy#b?c>Qh$F)@8#No92=MQ_It>n9TLM!n;lw<2O+^gkRdrTIKWXIj1q|>uML&20XMwIVpR9T9|kr!s7YWa&Ycy)P%R%BiBo$&NWvX(33dwR%0$;)(0wSi z@X1r_d3HudztYhJ!TXSXNm9I&&Dnvo@Esq^_&MXE$Iz7+{_WhFTNUcon)q98+F=*D z13uRmT0VEx*1d7I>UsIFzLw-*(PQ?tvMhK44=6|F=+88h0Fs!_C#7xyER}(1vbM&x zG%~I9nFa-RN9~8uR#Kaa-ZZib-~;x{S33EPXv^+gfLAYn+L+nqh*MKId>3&>>tmdE z#&@NOT7ki@dn`r)y=I|BLxm$QHj96LD6&IA! z?c<*@(XGyT=2yAXZ9NMg?l^#O&5Mcex*DEcswy@rABrf6dh^uO3DY(G8}28@s;vDi ziTadrqyyW}n?Q`Gu&4b@12)GDSRonbk?$b1FVc)cXGyvEo`Rdo*Aer25*NI`+GSLt zvt~wVlOB(R5+x{K>kFYjt5TUSA5M<7`VGHhRm^qp49uV(V%t#o6R2@k)zle1tYR9q zG5KAjZ8H-8(TlY)|D6W3;H&D`D1blMnJ}wgNcNNLkY@Y5@pgfp2lbR57=m)~sVTU;clQQu&)iPsF0)Ab6*lFp#;?QMIEY+uc zJw4TD7sk##-(I|=SeCpS@88VdhSH0P;B0uJS3Pqrs3@wNF)NeD@@L>etlEQs2QeLa zmX}th9WP99DftC>v1;;v4URXx+Wou9=`49TwN=(*Mk_HJMj!E3uK<%8(@{ZZbx@Ux zA*|;Vr-t~pv3yLH<`Uk^)_cJanU`qUMPX3x*)5-B#8W9a&+@8eh3(EiEa3`2!iu@Qoied<$+EACOiR0YP1kf8#~N-8yk4k+UTYN{ zB1m+)Ov5C0#^`NE7n5r$${JQOltCoKi(z?55QE^L>+)S`ABjccd@HfRU)Fjdt0Oon zSCVJW+46YJ2wOMv5gr9OtB@_(PqjcLOq~$O%gQ-RZ3+Yd3R-3P@zZ@ZWj$fY-~9o( zXaj}iJ3isi-z!Shulm*^f7gQ86kAxrL6>KGHHTokBhMJ#A4W!) z%WsDK<#ft?zJ%=U?E&t<6+*QUoCrqn&!~8lb2q*e*A6w#PXK#Jg<`9H@>D3vqk61m z%Xi`;=&*zQvu2LeGKY*wup;5x;HLl&VVunsd<1vkIT`b~b5s!1alw>9WrJ=i?neC5&=EoffE_5P~zm1wmaRg5(vX}ZT=d5M0_1ng7!U2|N6sN25g0~HGegF%OT9{Zo*UX#V4UZeX|wH|X@`_xD6eoGG>T$OO*$MBQA!fJ`o zgPvDyslW`q5j>wQ>-7cVq9{6|oCi>>@dKE&=jblNtPP!(4S2 z^X3N;P0LAvEFXhTgv*^m&YD;NijxX-uc7%}*OCTYjQdx`MgxBPaqHDsa89ObM(4wd ze6PiKi&0TPSKpO$vHyAMyN{jYgOGs-16U#Bv>ww6_<72hE>|`!2*l^Xtdhh{XS=z3+@_s{Ow7ML`gy zC=xm%U3#&AKvYCTx=8Q6BfTgD1qCTmrI#pGK}3qw00Ppa1PFo=1R+3Z(n1RanCGJJ zZ)Vn-`SM?D*8j_VBqTRC=RRehbN1d(8)GPJ2urOclr@66{dxh#^lU8YA$yiy4MPY# za8anjZ-1i$q;bTFDCPX+gI@mexRSu%r8cDq;%JoegBjJs-w}pQh=xs0VZr6g82!Up z9c;E(5YOJ{>&uro=9jN4FQaMX)+}jrSwgO<-)5U_cci*Dw!mxuzPG$k^iuo65(c?v zv2|d+Y4RyFvULoxP>8q$N4-=emswiP#G7VjZJH`NF_+fAdxyhL1mk9>;uF^ln;Ykk z!-MsG#}jH@OAeN|kyr1J1gG+V)`R4FNoW@uHH_HusZK?HOEiXWRxO=59Ic1ys@qA0 z<$H~!2Ou3R9^VaFT57{#zB_$yMEq*9M>gysw_YLFuwqR=F}F_N%;cM5U-4JoYQNg( z!3Re^URYS#SotP&YneDWyR_1<*OEq{DTY^`I2gk#q?khMEy&WYd8J<_cwIL0i)AO; zb&#Ufs~e>suZ+TzOx>3kqm(JUmgc;O17@}(6QtwVZ!2ksk2+DXP;Fg0v$q7B%2sj* zhlom7W2wIDZzq3UZf(;!&2*GslcHQ}j%v8QUsU!2ezIM2f9;>gajMx-;=5P&CO-CX zC$=J`i8Lc+nS5~?4?iT5F5WHHD*@4U`B~?Kjotqqdp-!G)C*i=mIhVDL^!nBwNJ;0 zcPrgiSc}lKxt(O}R-4aMEI+P_qV-)FH^w!i3=&I;BqJeLliN*>`|HBq511&Wp45jfa_!7T!sfM07nh^UC#esQ^2SO=-|?=ZcJnjR7DB zfo<%8WLqctn_1I@QpfqldkV{Xi@18WfP&@4+H)F(TdEHg;tt=Y7`?qE&NyB8MH`i1 zh6M$3!d0c8LaC~Qfl-8; zJ4%)PXN1htCVX2DEg|C^WFE2oaa`^th>VO95LU^Zjh5;YSXRfq72k~M+1kKp;<3bo zy%n^VI4qWRI-S)d5bH%j8@AMQc-*InwS2{_qTSi8=ef4X3G17hlF|$0lV@13OpCBx z^X|GKO{ItlSo{%&F`)a4M;XqWqy)VV+Tyi=oFu7T7H*_;yULB2J)A zGjQr07UB`^1tQ;t0vht&Ga~}9kg{L)nVg#;;^voR!u!wbn@n;&Ot^EecBUxsMd zl?zo|`=Ob>xg;gUhA7w0L#u%tC1Q{Y?kS0l+_JBiUnTcz&oEM&A2^8UXPRByX_})| z+F18v&IFlEn|yCI0BP1dqHtLna!Z8ZWOCxr;~$hNxv$w$mr;a1fU$HH_+3ktL;K6Q zT$y{Gqfb{hh?htJ#*Hu2-us2)B;OyhhQ-b|9? zcy1AWTY?Ga{+05BdmnY$)q8CBgjJ|{A%zR=+Y7d-HNSphpq(yaIk z)Azm_{0PMiju;33=xu zI`ZkF;{_?Khp1Zu4cM=_Tg!LwJsS?><%A=Fz=;R z(9bC1TJYQ^nP;U@blg1wTb3m}cH&$NNQe}QaT1Zn(XBPp$Bg99BB*M{s;>!Wect04 zmx5@l6V6wP;wrWNq@L1J#=)KT9$De5$165n!!%XJPbyN2TIQIvp%;aap7Y}oSXT-a8-z`?T%*~K_E>%+@S+BbF zPAN#WKrDQhyhljyposXC^QN17!LFWg*Ep0@wc)*KYo z0(CUkHXfMSRUJIY;>&SclUQxKt4TeuNbtE;E71m=xU%iBvX5$?m@qtbq*6oh9VWb4 zoW`FQ(wioxg}6`S9b6(j(CDUZ=LwdKTjF;=K8>0CAV^?P|pxsDp$7^N&=q8Q9%MFR0br_B7 zB{llAhtvdud%yq1HedExT6SsQ*PEiuvMkyk;rxd*AtT2OFE}{^ttT^4=2R>0*Ye@k zZI6dP!2Fg-XtT&8pY%%3Ola5($|Xjzi;eqF7Kr`uAn_^=`m3}qfudK^M3LV!Y^CjL zb>n7<3$XK1GM9Huoe3UXB%kwc*={=A2UQ8P#yp?;Cv1nXTf7ckpB3thHe1BC=I(`x z5Z<&MXMSod6_PFtHWh($MC^80UhSRs$4g}$>rj;tSz9{(D)#;3xi{gvmlO&L$@b8P zL^y1Fs8}hAvG-Enb~=)qQ{S>ltyS66o8c*55{~(rN{su~MIBGyxs#hopJS)8?>R)> z%!IWP7oc20{7S;wH$Dmg``I|cHvJ*J6HZQGo_aX>M#3x^^7m(B3jF-onc zUWetbkIy%CPJoIk$Ly6S8{On0RgbaBY;MD%JnP&dH~lsjzDbq%;#G~9__)6aUb-Vc zbk9qqaXM*&wKA{z)5pBp8^=G?^c{y!H*MsL^{zOJyL2PUbu&47NODYO9rN#o0c0}G zT9+cXIMqCj7wGGQjTZx1J~KBw)~Yqbui+4twmSndC5gc{3oYG3Rv78lEh#^&i$o@Q)z#WJvmc)l0)%)UzzkfTqRU=0sG>V5R@V{`f*n*m<)I#leqp=W`_5 z(EDTPnd$}2AF{8a#J0V@9`lqEIMD?5Li9?p9}o{%4L6axn@q+QW43R9BcGmnQK#L7 zwy|Gud3~d|{H2isQ{nE+&I7{^ty*3>^9}!jvo12H`&vHc-Ta7)VSH6}ilYbE`HAb$ zA$pz75+}AIlbb#6CLhKgtmR*jUs??h-U*L-4BE{3PhMG>*MqiRTCVRMrF41=ZG&_@ zH>xiIr-&`~mIj03TA$@Mhja*gv!9w#b4p_AT`uqg96WnsYhk@x3@O;RcR0t{wgGCM zW{v1C@0jmTYsU<}p_97@+F?!c^fj6a;_z+z1%Fi!bHWptAXl>9y|MOEap`)z`rEbk zLoZB$I+3_CG!Bu9K=VEiw9z3pQO$@N_K4*rz)y1YiDe8jtO6XB zI|mOUy&}+LTcP{Yc-o*jMQkB_-;qFg^4&Mn>1D`r@70Mh{m@ei6Twsbh>O<&M-il; zPj(L07WA8BA49zgpblT-cFAP1dSiUT52J~&3(Ou7gj+i~U3&OZ?ww4l)hd}2%q3S` zPM?2fcx*EGZ`<<>@C5RjPBwNE+?5s}8>*k!U(PA@%jC{JmOuHcW6*5txyiB6!<)~p zH}VWhrndHVC5u658Ze#pCXKgylt}!5~ErN=Mn}Owo>1_eLy~gE9 zZ9iP=QJ>zPHIGSn{@F&oz>1JUV#npH!(Hgp)l5q=p~@6ZHCj6}Vx`Xv$V4Bu z=c}glnHXZd&Zs7MOOlzJ+=zMI5zyEE>DWC>9x{QpG0Lh0yW+2CkAaL%v~jiDWzcPW z@brC8BLnHP6~c`os+l{I@r=o87;JsAHJlLF&6+T~=Rq$U)e3~jH&$^&rz%f9}^I`{XjgzxJA1O}=9jkBYjI(36{@nG#MpNyjIXhhx|-^SqPt^bBm~ zh3l}*B8=EHjA=4}*jK&1F|O|1UYE)ZiWhnbB$+u+%+*`n_b(eJUiCj z)g;eV&*M1gF|LJRvqi$f>(x(ftyOwXXQnfh$}OocsMmTZJ(>oM@IKnqS$pHNDhYhx zkC@a+2KvNjL2`SKSR(psT1bH*u(*sHfmE|EQNVW%m2`YNAX*XcFSXkJ0+ye_>SC^7 zfjV}_-t30k6(fPQHm|`*{lUOo_f|ygN9EOw2k*J@-cdPzg+8_!bgLbkw=N6@Mvk#D zr*AW@uu6IZftZfL@T%4myw@mcEDe0q%WVO8Ogb{Z890R{S0+a8Uq>?gtV^MuWVUOt zF?N)4qWm3+H>fFhsVW^8Po{Sho)5O-@}9TuB_-cWplDTyVLX#~fQbC)cJm&K=(usF zP`uvGG~QQvA|8pssIG!)6=^D*nNR`bD;|mCab$sZaY#dRtYpmqWhqIv9C*i&l4)ib zzf?VW8~fX?``0p1sH=oVkv*snlHLo5k$v5E5`Kymk>9Lj7eiuuDF_m;3R`!1U{a9R z{H+T;&0*o$}!_O9%Uw^%Mlq8LOS5W10}z!vN)L6Rh4er4 z5D0mUA(nu&q2!*gOOMyYDX=#ctWrek(N=||wx=93227uB3l$cV%Dd68Swxs?W`?v# zzecBn$}8h8!Z9JK+dNpA$mSWnFY)g(fKq+)J79ZIz&77^qL+$gd@k)dZ7F#?`lbTt zKS2>URQ=}q-=yt1#$O9@OT6{rFHz+e<%bKES0ujN!xd-%qfSR9t0Ptfh=O+Mn`3Hb zvkEXT`=)Msg8ElLPrCd7^=^)`s`A;3y_vXf5w4W0qdd<|{_}}rv;AIMWzP(5xmJ3{ zNh`>nkGQE9(*wGEF>3NuM{5vtf8-WhWlQ=Q=|~X@XR`;-#{}3yuUaxhP*vl8u(bT4 z^SldQ(y4a)neK`$&mZ8@OZV0V)pkXO=N8;BMDJ|*BTGi3ce z(0R$ziSC=Ii=_A z4%Y{#vUx7E?jhZ{^b#0bOlIsOo7p}%gKaZbVK-~ZnltD<*usquHl~(Zq5u!->>ek< z3$Qv>UGv^tInywYo9P!)8N5LGAsHmuiyLn{9e`4DLVBwg;AjDJ6N67qx`@%2 zV7>Ca=K=Xjkl%h$VoXUPGGEgIR`P_Q+tc{E=N9hEj|deap}ZnsN`lWh*-Yc8&UOss?ipUu-a+LlCiAEZEh<2;GmtGve`W9)^PFyNQ~ zF-=vtEy1IeH^ur-GzLi(CPTg%>0zY6{ml_r(9ig+Uhtp+3-%5fUUqRNuo+r2j%-;X zfUd$st`9Kh04>##2bl5lKm2Vx0-OXg{2)T}xp?IKf>DLtOJXg=Jy#i|{KaMmF}MIF z5->c^tyjP-mLUQkxT{JJTssP4lMb=NEUti&2iUbNR3NijoF`*~MCO0Ku@mj>lZGrj zQqr?1LJcG6b(NnUYuBJb53UsNKI&R+3v3pJck6IuOx}NQAv=D5EF~|XY`*Sfg=saiCIo+^XV=mBcy8JIo4%2ps9|~D zTycBXp+2yXJ}mF9thpqNE^eWLH#iAn+^)Jcxz+!!3atCxNBl}Mw4+g9A92vd0-D(Y zixHRsYj^DjPFaCRPAuVZ^!y1dTuPP)0QuJU-y)^L7 z)zs$Gy3+WakYoh?D;{;esOEd|kGs+vlD!6n!6!}n%B5Rg=P!Q*k+8j3ng}?^Ma3f| zwvxq+Y^1#XM=&kRtodEeo|*?;7qio8cbHyg1;8oOdbqPFn$s^z5Uj^%<}sY0{TeQX zU@Q3I9yWm9rxcXqUk=@SwpujLRe*71Q>Qs-Ld7iP@Pai+CE?XVGP0|Fe~S2m@$0V+ zM@hB%_df(z?#IPA4y>oyMv>TXNl1(cT#B7T3V!wYp?O_hXW!8}lSi-Q{0y2n-6>+| zdWQ%)%E-_Y^*fu_A}iEl144*OQBh2NC{XhGnnZM!&0O1FnLtj&K53R4{CM-1dSQp< zLpiYmW%yHBaRshqOW||f{=Jt+7!<#GqkQMU5WS)OJ`*VzNl`uxm?n{p2O?&uYfb84 zSBvG&RUV(Y(px`f1w7)V48wFj#Ag9^Xuu;!#B9KO{THa7kDX{oJN=3^)9$0iOge

    ;eohbu9~RWy~p`%BG<)Jlu@UCqwf)Tf7)oROYUoM1IEVSoenfiH(0qTu5_ zjaX;5eut-|gjt+4TnA-K^1fDEbqZry2M}h6`vrJnF?ert#>`zv6_Xj8YAX)cxfb0`@rkjc8;Z(&vQf+M#Ir;yHTwn^v zca(OOMekeGF+9?F#$1q9WpY={9rorL`-iScM^3O%UHD3riLBnggts>u13KzD8{B%^ z^p55AbuT07nCR>ZyC!WFDrFgEfk|nciZrTgU0}Eh)eDBTMT5~N>-PThriz(B+DL& zC_S&@#JEoIYlMFvxSy_OW3NGV^G-f@#r++Y+v!M|qL_pJ50t9G#Lg?pyq@yd+KJW; zLB14%myy37VdK#c=_6t}*r625&O37XGL?jmS}Hsn-5_H%qy=E<|uN*q9Ta-#I;VYs4g*HHjE!jG>lGbne0oya*+k z^`WPi5d^8iJdo@T$2%q)3#jVu41D=Jpr^*HJyKcm0*f=NM1*?{UGtLw3C#}=dUPXk zD4P>%$z1F)mCtWS(y1BPl8Rb~bMh%L5k5Sb{ilqILiN6cW~&+}@TgOG3X%ViHrBK4 zx4c-LfV9rG@jF#fd67c71q@c(oVd~DklOc()A*t#PP~xaBZf5QSnkbhLC+tYglnZD zD_o8$FbT75f9otf^(*guu(eTo_9u}CB~~xeUw|65@L@U{$Dl035N*L!LTM!z=7H=V zbz^zz5ujkouNMBRO9XQX_Q-k%YFgOd3nyIbPUs6IuCuk{Ja)S=JU67|TO^fMD=#b8 z#k^UNP^W0*S(BZN(qNCK4ZabV*X6gU9$Q(bOdthr36^#@ZfuHR$-6a#!ipR_8*I=; zcc>VYLB*OGvo^?v6@ly9j{06iCle$FNhW>ux&#YSXHPt`cwJmco>1|qx3$s)e|Z=% z-v7EDsqilX`Z*Z909AQQvMO(MU~WUkMGyx0a|Q{EA{&Kl3M?!hyvRpYC@t|9>8NH3 z#d`gM-nbCsrJn(E5(rG>w?)D5f51c!8UvEnynqz58_R3=q%C0p2RayuUEo)dReAJ}450#?Cy|C!9_5+E1M~BMe`-07ww^(&RYIXzd=LqJ zs4a0jcj{MjXq)`Y9LPTk=x9WCr6YF(Xd!_0DUmT$6S@0z$$Y=9@>tLdVlb-bv6H@u_yi@DaSCAQ%h%t@8I^8*2xU z&j%bq=If#y_WuT@<`~7Fp#cPPwg|VsU@wMECIJH9M~Ds5h$KjdL6VO@uZ`CE6#oUC zM_=*h6di!ReSiP>7k$S{{W~T>ZBGNd?Y^Io-h1)?g#08eM-Q-&(%(3W=@*h*@839s z<5&>%r=eGWx=u9yB#l`?dBM?d`QtA*$Yj)n2=YBjE1-YKPEL9J%|NUps4Yyu2_pZd zEPoIKkBES%Rlju-FMN&$>uKz(d&v={+08T%5ifFKA<297iCKWGR1A1LFI)}(Y`kRJUVNaehL z0t05)%=OLM&+G1H!@x0Zh8>?;HyOtINYtRZ!lo-Bu&#&uqk^M*elTISmnirT`1M0< z@yOBhI*!txS3Rvm+ywGy>Tj^puw9D-DBeyFF%I1C(d3I7MeAO>K^6cL&Dy^^4yH|B zfa01LXeTO7xMW;${TiM^A0imDj`HlESpyh$HZ~=gh!2qCkL(fLrRs}Te6h^%nkxQ; zTAg!g!xdVj9KVQB2dXGpqS82AIr)cEgh1;n^iCw2{+ zJTIAsy!;MI$pWCW(o)wLu7LM#Bo*9G>^4P3o4= zr<%Q|ZPM%5eKiomGEZ`7pofoYAQi)h-&zoiDB2-O_ON208w~4G4^c_0Q zO`>QKZLYwm912RGlg8jZka*yolIaOf71%H^lMUg)Q^(laGA+h48l|}zt@2q&(JY1t z>~4k5e`M=H&WFsGA>^{}jUZjKMML?HmzMcwfz_bv6VPhPu@(Z-nDWibO3klCd%xKz zMb>4VvdGLi?O4F;mFNiIb1;MVbxT8TxQ=_iHbuZI5(_iZ_EcH)Jj!6iz&uRnSqy1Z zC^>Y>Egfm7f2#jo<>%h@yzbXsAN^L${;bD?s7N|yOEDwzb6@X2yUigKuE4SQV93Tm z_wG!YbkDali6``ulVaT2OHSN~iYf{yQz(mm=Dk~+<6-i<7PIbmw%a@#zdqBgnQqr) zX$Y3S+~-Tm+0n`Gr*$MHV)HvAZ9aQ`;1f!)9=%QbnM zF<1%qBp~N0dePo9#4>d&gS&(ZLnFvfo5yjSemRF%sD$Bb2@6G1SY7|aC($}r`r9Tw z-xbX#EAqm6f5lZeD=ZUh_-E4hLR(k(bPOzUOZq13p6ZJmKs+lw+A0Df1nYo;Oc_ zdE{YM+T_=ea}8vg8e6VfNKxY!INYs{Dm z4bO<)Cx;Ty2#S1O$tz))wxpK)T3q!`K^eJBGQQsfF1aTzp$>c-+G8m=8A1Thak%$4 zi|?x@+E+>lJ6W|1(wCk2E80@4>5_1JY|b!iOLvrNy8h#pK)Jp3#-^{0n++3aQMvsf z>|?k$LgIE}^f5o;Op1M}f1A+y0i-6wVl?6MUJ_JvcXBs{C<{(o7w$h73*-u3?oik& zBh^0jXx#c#IsJG{slwjTIH#(PdnVc#2J+aqOq z=hmg0(zCi|Ckr-D2Ctr!YO`n|Lg%!lA=>Rt9q8Bk{2HZ#qg`Po@b47D+t49wfscB^ z=i7YST4~{d_nqVYg_BirE1-SYW!^n=_=(4HJ#bzuyR&f>Hqo;jJnOekA^`$mN>+u9 zw#0+PqD;eDUX1n^HG&i|<}{V3ZMu8_B3-`u+BE)%e65!Jl1z$tah(9#opM6(LV{yq zrfc!5lz6rbQSR2R9tl*YAF#QLMoT6&(dJ=O)^-p#5C@O|sgxR{I+A}$h+qn|VulX% zea@Bh#DM=b8#!>;L*hkP&47tq#UCRHl_DXHim3oJxM`>qg>9ipL|Wew2C|`J`loff)XPr3rIx%hjjQRAy4*->yKB57T-VsL3#WLEB@C5_\n", - "

    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "MOTOR.info()" ] @@ -165,341 +126,11 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Nozzle Details\n", - "Nozzle Radius: 0.021641999999999998 m\n", - "Nozzle Throat Radius: 0.008 m\n", - "\n", - "Grain Details\n", - "Number of Grains: 6\n", - "Grain Spacing: 0.006 m\n", - "Grain Density: 1707 kg/m3\n", - "Grain Outer Radius: 0.0214 m\n", - "Grain Inner Radius: 0.00965 m\n", - "Grain Height: 0.12 m\n", - "Grain Volume: 0.000 m3\n", - "Grain Mass: 0.235 kg\n", - "\n", - "Motor Details\n", - "Total Burning Time: 5.3 s\n", - "Total Propellant Mass: 1.409 kg\n", - "Propellant Exhaust Velocity: 5643.542 m/s\n", - "Average Thrust: 1500.000 N\n", - "Maximum Thrust: 1500.0 N at 0.0 s after ignition.\n", - "Total Impulse: 7950.000 Ns\n", - "\n", - "Plots\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "68ebe1261f2b4922a3ac5e404b4a5edd", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "85e8b58e7dc2478aac0dbb364b51cad9", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5da708ce430b446eae82e65fb5977729", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d8988c39b6d746db99a3f72f1bfd1aed", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "19cfb259965444829889eb3aaffc8b6e", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e489d8d3f3804054ad9a2fc8a6f8870a", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "1f6038d33d12479592f8a0b7bf6f3599", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "7e92f7d5f73f45568d728d2b101a1387", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6e329d0373124d57ade4b8237c05c942", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "84fa19f41d554462800b09b0b9bf6cd4", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAABuJUlEQVR4nO3dd1hTZxsG8DthhA2CTEURF4giigWpWhduqVbauupA1A5wt3W0rtbWWv2qtXXX2Wrdrda6cIALBXEvFEVUFASRvQI53x985msaRMHgIeT+XRdXmzfnnDx5DHBzxnskgiAIICIiIiKdIRW7ACIiIiJ6vRgAiYiIiHQMAyARERGRjmEAJCIiItIxDIBEREREOoYBkIiIiEjHMAASERER6RgGQCIiIiIdwwBIREREpGMYAImIiIh0DAMgERERkY5hACQiIiLSMQyARERERDqGAZCIiIhIxzAAEhEREekYBkAiIiIiHcMASERERKRjGACJiIiIdAwDIBEREZGOYQAkIiIi0jEMgEREREQ6hgGQiIiISMcwABIRERHpGAZAIiIiIh3DAEhERESkYxgAiYiIiHQMAyARERGRjmEAJCIiItIxDIBEREREOoYBkIiIiEjHMAASERER6RgGQCIiIiIdwwBIREREpGMYAImIiIh0DAMg6by7d+9CIpFg3bp1yrFZs2ZBIpGIV5SWYb/+r2fPnhg1apTYZWiF5cuXo06dOigoKBC7FKUOHTqgQ4cOYpeh5vvvv4ebmxsUCkW5150yZQp8fX0roSrSZgyApBHr1q2DRCJRfhkZGaFRo0YIDQ1FcnKy2OVVSdeuXcOsWbNw9+7dl1r+WchKTU2t3MKeIzc3F7NmzUJ4eHilv9bLvtfSPndOTk7o1q0bFi9ejKysrArXcOrUKcyaNQvp6ekvvc7Jkydx8OBBTJ48WTkWHh4OiUSC7du3qyxbWFiI3r17QyqVYs2aNRWus0OHDqV+hp71UCqV4v79+2rPZ2ZmwtjYGBKJBKGhocrx+/fvY/bs2fDx8UGNGjVQs2ZNdOjQAYcOHXpuDU+fPoW+vj62bt2qfG8//vgjWrRoAQsLC1hZWcHDwwOjR4/GjRs3lOsNHz4chYWFWLFiRYXf/4s8+wPvZb5e9nvxdcvMzMS8efMwefJkSKX//7WdnZ2NmTNnomnTpjA1NYWNjQ28vLwwbtw4PHz4ULnc+PHjcfHiRezevVuM8qmK0he7AKpevvrqK9SrVw/5+fk4ceIEli1bhr179+LKlSswMTERu7wq5dq1a5g9ezY6dOgAFxcXsct5odzcXMyePRsA1PaQfPnll5gyZYoIVZV49rmTy+VISkpCeHg4xo8fjx9++AG7d++Gp6dnubd56tQpzJ49G8OHD4eVldVLrTN//nx07twZDRo0KHM5uVyOd999F3v37sWqVaswYsSIctV27Ngx+Pj4wMjISGX88OHDaN++PfT1//+jXSaT4ffff8fnn3+usuzOnTtL3fauXbswb9489O3bF8OGDUNRURE2bNiALl26YM2aNQgKClJb58CBA5BIJOjatSsAIDAwEPv27cPAgQMxatQoyOVy3LhxA3v27MGbb74JNzc3AICRkRGGDRuGH374AWPGjKmUvci2trb49ddfVcb+85//4MGDB1i4cKHasgcPHtR4Da9qzZo1KCoqwsCBA5Vjcrkcb731Fm7cuIFhw4ZhzJgxyM7OxtWrV7Fp0ya88847cHJyAgA4ODigT58+WLBgAd5++22x3gZVNQKRBqxdu1YAIERHR6uMT5w4UQAgbNq06bnrZmdnV3Z5ZYqPjxcACGvXrlWOzZw5U6jsb49t27YJAISjR4++1PLPakpJSanUuv6tuLhYyMvLE1JSUgQAwsyZMyv9NV/2vT7vcycIgnD48GHB2NhYqFu3rpCbm1vuGubPny8AEOLj419q+eTkZEFfX1/45ZdfVMaPHj0qABC2bdsmCIIgFBYWCn379hUkEomwcuXKctclCCXfV25ubsLRo0eF9u3bC1FRUcKgQYOEVq1aCQ8ePBAE4f897Nevn+Dl5aW2jS5dugiBgYECACEkJEQ5fuXKFbW+5+fnC25ubkLt2rVLrWfIkCFC+/btBUEQhKioKAGA8M0336gtV1RUJKSmpqqMnT17VgAgHD58uFw9eBW9evUS6tat+9pe71V5enoKH3zwgcrY1q1bBQDCxo0b1ZbPy8sTMjIyVMa2b98uSCQS4fbt25VaK2kPHgKmStWpUycAQHx8PICSQz5mZma4ffs2evbsCXNzcwwePBgAkJOTg0mTJsHZ2RkymQyNGzfGggULIAiCyjafHbLauHEjGjduDCMjI3h7e+PYsWNqr5+YmIgRI0bA3t4eMpkMHh4eFT7ctnbtWnTq1Al2dnaQyWRo0qQJli1bpraci4sLevfujRMnTij30ri6umLDhg3KZdatW4f33nsPANCxY0flIajyHl7t0KEDmjZtimvXrqFjx44wMTFBrVq18P3336stW1BQgJkzZ6JBgwaQyWRwdnbG559/rnb+1T/76+HhAZlMhuXLl8PW1hYAMHv2bGW9s2bNAlD6OYAv26/K0qlTJ0yfPh0JCQn47bffVJ47cuQI2rVrB1NTU1hZWaFPnz64fv268vlZs2bhs88+AwDUq1fvpQ4R/v333ygqKoK/v/9zlykqKsKAAQOwa9cuLFu2rNRzBcPDw9GqVSsYGRmhfv36WLFihVp///Of/2DLli345ptvEBUVhUGDBqFLly6IiopCrVq1VLY3aNAgXLhwQeXQa1JSEo4cOYJBgwapvb6Hhwdq1qypMiaTydCzZ088ePBA7bC6QqHA/v370atXLwDA7du3AQBt2rRR27aenh5sbGxUxry9vWFtbY1du3aV2rNnrl+/DmNjYwwdOlRl/MSJE9DT01M57P4q/n0O4LND+Fu3bsXs2bNRq1YtmJub491330VGRgYKCgowfvx42NnZwczMDEFBQaWe0/jbb7/B29sbxsbGsLa2xoABA0o9NP9v8fHxuHTpktrnqqw+GxkZwcLCQmXs2fov6jPpDh4Cpkr17IfUP3/oFxUVoVu3bmjbti0WLFgAExMTCIKAt99+G0ePHkVwcDC8vLxw4MABfPbZZ0hMTFQ7VBMREYEtW7Zg7NixkMlkWLp0Kbp3746oqCg0bdoUAJCcnIzWrVsrA42trS327duH4OBgZGZmYvz48eV6L8uWLYOHhwfefvtt6Ovr46+//sInn3wChUKBkJAQlWXj4uLw7rvvIjg4GMOGDcOaNWswfPhweHt7w8PDA2+99RbGjh2LxYsXY9q0aXB3dwcA5X/L4+nTp+jevTv69euH999/H9u3b8fkyZPRrFkz9OjRA0DJL+m3334bJ06cwOjRo+Hu7o7Lly9j4cKFuHnzJv7880+VbR45cgRbt25FaGgoatasiebNm2PZsmX4+OOP8c4776Bfv34AUOah1fL0q7IMGTIE06ZNw8GDB5Vh69ChQ+jRowdcXV0xa9Ys5OXl4aeffkKbNm1w7tw5uLi4oF+/frh58yZ+//13LFy4UBmInoXg0pw6dQo2NjaoW7duqc8/O4T3xx9/YMmSJfjwww/Vljl//jy6d+8OR0dHzJ49G8XFxfjqq69KfV2pVKoMhc8Camneeust1K5dG5s2bcJXX30FANiyZQvMzMyUoe1lJCUlwcTERO1UjujoaKSkpKBnz54AoHz/GzduRJs2bVQORz9Py5YtcfLkyTKXcXd3x9dff43PPvsM7777Lt5++23k5ORg+PDhcHNzU763yjJ37lwYGxtjypQpiIuLw08//QQDAwNIpVI8ffoUs2bNwunTp7Fu3TrUq1cPM2bMUK77zTffYPr06Xj//fcxcuRIpKSk4KeffsJbb72F8+fPl3mKwalTpwCU9OifnvV5w4YN+PLLL194+NzS0hL169fHyZMnMWHChAp2gaoVsXdBUvXw7FDcoUOHhJSUFOH+/fvC5s2bBRsbG8HY2Fh5WGrYsGECAGHKlCkq6//5558CAGHOnDkq4++++64gkUiEuLg45RgAAYBw9uxZ5VhCQoJgZGQkvPPOO8qx4OBgwdHRUe2Q04ABAwRLS0vlYcGXPQRc2mHEbt26Ca6uripjdevWFQAIx44dU449fvxYkMlkwqRJk5RjmjgE3L59ewGAsGHDBuVYQUGB4ODgIAQGBirHfv31V0EqlQrHjx9X2eby5csFAMLJkyeVYwAEqVQqXL16VWXZsg4Bv0q/Xva9lqasQ8DPWFpaCi1atFA+9vLyEuzs7IQnT54oxy5evChIpVJh6NChyrHyHgJu27at4O3trTb+7BDws8/FkiVLnruNgIAAwcTEREhMTFSO3bp1S9DX11fp72effaZ2CHjgwIGlHgJOSUkRPv30U6FBgwbK9d944w0hKChIEARB7RBwaW7duiUYGRkJQ4YMUXtu+vTpKodTFQqF8nNpb28vDBw4UFiyZImQkJDw3O2PHj1aMDY2LrMGQSg5HaFt27aCvb29kJqaKoSEhAj6+vpl/vuXpqxDwO3bt1cezhaE///7NW3aVCgsLFSODxw4UJBIJEKPHj1U1vfz81PZ9t27dwU9PT21Q+KXL18W9PX1Sz1U/k9ffvmlAEDIyspSGc/NzRUaN26s/GwNHz5cWL16tZCcnPzcbXXt2lVwd3cv8/VId/AQMGmUv78/bG1t4ezsjAEDBsDMzAx//PGH2mGpjz/+WOXx3r17oaenh7Fjx6qMT5o0CYIgYN++fSrjfn5+8Pb2Vj6uU6cO+vTpgwMHDqC4uBiCIGDHjh0ICAiAIAhITU1VfnXr1g0ZGRk4d+5cud6bsbGx8v8zMjKQmpqK9u3b486dO8jIyFBZtkmTJmjXrp3ysa2tLRo3bow7d+6U6zVfhpmZGT744APlY0NDQ/j4+Ki81rZt2+Du7g43NzeVXjw7RH/06FGVbbZv3x5NmjR5pbrK06/KZGZmpjxs+ejRI1y4cAHDhw+HtbW1chlPT0906dIFe/furfDrPHnyBDVq1Hju88nJydDX10e9evVKfb64uBiHDh1C3759lSfvA0CDBg2Ue3Kf6dWrF86dO6c8VGlra4tNmzbhu+++g729vdq2Bw0ahLi4OERHRyv/W9rh39Lk5ubivffeg7GxMb777ju15/fu3auyJ1EikeDAgQOYM2cOatSogd9//x0hISGoW7cu+vfvX+pV1TVq1EBeXh5yc3PLrEUqlWLdunXIzs5Gjx49sHTpUkydOhWtWrV6qffyKoYOHQoDAwPlY19fXwiCoHYBj6+vL+7fv4+ioiIAJRfbKBQKvP/++yrfew4ODmjYsKHa996/PXnyBPr6+jAzM1MZNzY2xpkzZ5SnKqxbtw7BwcFwdHTEmDFjSj0MXaNGDdFmEaCqh4eASaOWLFmCRo0aQV9fH/b29mjcuLHKtAUAoK+vj9q1a6uMJSQkwMnJCebm5irjzw6JJiQkqIw3bNhQ7bUbNWqE3NxcpKSkQCqVIj09HStXrsTKlStLrfXx48flem8nT57EzJkzERkZqfaLKiMjA5aWlsrHderUUVu/Ro0aePr0able82XUrl1b7fBPjRo1cOnSJeXjW7du4fr16889hPnvXjwvpJRHefpVmbKzs2FnZwfg/5+jxo0bqy3n7u6OAwcOICcnB6amphV6LeFf56v+0/fff49Fixbh3XffxcGDB9XO3Xr8+DHy8vJKvYL432Pt27cv9TU6d+5c6niLFi3g5uaGTZs2wcrKCg4ODsrwX5bi4mIMGDAA165dw759+1SCKVByWPjcuXNqh19lMhm++OILfPHFF3j06BEiIiLw448/YuvWrTAwMFA7J/NZ317mKuD69esrz9Fs2rQppk+f/sJ1NOHf39PPPr/Ozs5q4wqFAhkZGbCxscGtW7cgCEKpP7MAqITK8rK0tMT333+P77//HgkJCTh8+DAWLFiAn3/+GZaWlpgzZ47K8oIgcL5OUmIAJI3y8fF54V/jMplMLRRq2rPJUj/44AMMGzas1GXKMzXI7du30blzZ7i5ueGHH36As7MzDA0NsXfvXixcuFBtclY9Pb1St1NWQKiol3kthUKBZs2a4Ycffih12X//Evvn3ruKKG+/KsuDBw+QkZHxwmlZNMHGxqbMgO/o6IiwsDC0bdsWvXr1QkREBJo3b/7Kr/uyFw4NGjQIy5Ytg7m5Ofr37/9S34OjRo3Cnj17sHHjxlID4759+2BkZISOHTs+dxuOjo4YMGAAAgMD4eHhga1bt2LdunUq5wY+ffoUJiYmL/25ezZVy8OHD/HkyRM4ODi81Hqv4nnfZy/6/lMoFJBIJNi3b1+py/57z96/2djYoKioCFlZWWp/IP9T3bp1MWLECLzzzjtwdXXFxo0b1QLg06dP1S7wId3FAEhVQt26dXHo0CG1H3LPrlz894n1t27dUtvGzZs3YWJiotzLZW5ujuLi4jKvynxZf/31FwoKCrB7926VPQEvOnxTltf5l3j9+vVx8eJFdO7cucKvW571KqNfFfFs/rdu3boB+P/nKDY2Vm3ZGzduoGbNmsq9f+Xtk5ubG3bs2FHmMq6urjhw4ADat2+Pbt264fjx48o9Q3Z2djAyMkJcXJzaeqWNldegQYMwY8YMPHr0SG1evNJ89tlnWLt2LRYtWqQy/9w//f333+jYseNLBTcDAwN4enri1q1bykOgz8THx7/0BVDLly9HWFgYvvnmG8ydOxcffvhhlb6ytX79+hAEAfXq1UOjRo3Kvf6zORPj4+Nf6o/WGjVqoH79+rhy5Yrac/Hx8Rr5o4OqB54DSFVCz549UVxcjJ9//lllfOHChZBIJGrnQEVGRqqcw3f//n3s2rULXbt2hZ6eHvT09BAYGIgdO3aU+oMwJSWlXPU9+8v9n3vVMjIysHbt2nJt55+eBY3y3Gmiot5//30kJiZi1apVas/l5eUhJyfnhdt4dvXny9RbGf0qryNHjuDrr79GvXr1lFMNOTo6wsvLC+vXr1d5H1euXMHBgweVV7IC5f/38fPzw9OnT194nmezZs3w999/Izs7G126dEFiYiKAkp75+/vjzz//VLmLQ1xcnNo5sBVRv359LFq0CHPnzoWPj0+Zy86fPx8LFizAtGnTMG7cuFKXkcvlCAsLU7uS+NatW7h3757a8unp6YiMjESNGjXUTkU4d+4c3nzzzRe+h/j4eHz22WcIDAzEtGnTsGDBAuzevVtliqWqpl+/ftDT08Ps2bPVjgAIgoAnT56Uub6fnx8A4OzZsyrjFy9eLPV8voSEBFy7dk3tNIeMjAzcvn37pfpMuoF7AKlKCAgIQMeOHfHFF1/g7t27aN68OQ4ePIhdu3Zh/PjxqF+/vsryTZs2Rbdu3VSmgQGgvFMFAHz33Xc4evQofH19MWrUKDRp0gRpaWk4d+4cDh06hLS0tJeur2vXrjA0NERAQAA+/PBDZGdnY9WqVbCzs8OjR48q9J69vLygp6eHefPmISMjAzKZTDlvnqYNGTIEW7duxUcffYSjR4+iTZs2KC4uxo0bN7B161YcOHDghYfujY2N0aRJE2zZsgWNGjWCtbU1mjZtqpx2558qo19l2bdvH27cuIGioiIkJyfjyJEjCAsLQ926dbF7926VO2bMnz8fPXr0gJ+fH4KDg5XTwFhaWirnNQSgvMjoiy++wIABA2BgYICAgIDnnh/Yq1cv6Ovr49ChQxg9enSZ9fr5+WHnzp0ICAhAly5dcPz4cdjY2GDWrFnK8wM//vhj5R9FTZs2xYULF165T88Lc//0xx9/4PPPP0fDhg3h7u6udr5ely5dYG9vjxMnTiAzM1MtAF68eBGDBg1Cjx490K5dO1hbWyMxMRHr16/Hw4cPsWjRIpVDoTExMUhLS0OfPn3KrOvZBRfGxsbK+SQ//PBD7NixA+PGjYO/v7/aOYpVQf369TFnzhxMnToVd+/eRd++fWFubo74+Hj88ccfGD16ND799NPnru/q6oqmTZvi0KFDKhechIWFYebMmXj77bfRunVrmJmZ4c6dO1izZg0KCgpUPstAyfRHgiC8sM+kQ173ZcdUPb3MdByCUDINjKmpaanPZWVlCRMmTBCcnJwEAwMDoWHDhsL8+fMFhUKhshz+N23Fb7/9JjRs2FCQyWRCixYtSp1OJTk5WQgJCRGcnZ0FAwMDwcHBQejcubPKHRhedhqY3bt3C56enoKRkZHg4uIizJs3T1izZo3aVCF169YVevXqpVbLv6eXEARBWLVqleDq6iro6em9cEqY500D4+HhobbssGHD1Ka5KCwsFObNmyd4eHgIMplMqFGjhuDt7S3Mnj1b5a4BKGNakFOnTgne3t6CoaGhypQwr9Kvl32vpXn2uXv2ZWhoKDg4OAhdunQRfvzxRyEzM7PU9Q4dOiS0adNGMDY2FiwsLISAgADh2rVrast9/fXXQq1atQSpVPpSdb/99ttC586dVcb+fSeQf9qyZYsglUqFN954Q1nr4cOHhRYtWgiGhoZC/fr1hV9++UWYNGmSYGRkVOZr/9vL9vDf/97P1nve17PP6Keffio0adJEbXvJycnCd999J7Rv315wdHQU9PX1hRo1agidOnUStm/frrb85MmThTp16qh9n//bjz/+KAAQduzYoTJ+7949wcLCQujZs2eZ6/9TRaaB+fe/3/N+5j2v7zt27BDatm0rmJqaCqampoKbm5sQEhIixMbGvrDeH374QTAzM1OZWunOnTvCjBkzhNatWwt2dnaCvr6+YGtrK/Tq1Us4cuSI2jb69+8vtG3b9oWvRbpDIgiVcFY6USWSSCQICQlRO1xMJLbjx4+jQ4cOuHHjxnOv+qyIvn374urVq6We+yqWJk2aoHfv3qXedeZlFRQUwMXFBVOmTHmpvZO6KiMjA66urvj+++8RHBxc7vWTkpJQr149bN68mXsASYnnABIRaUi7du3QtWvXVwpFeXl5Ko9v3bqFvXv3qtyeTGyFhYXo378/goKCXmk7a9euhYGBAT766CMNVVY9WVpa4vPPP8f8+fMrdAX9okWL0KxZM4Y/UsE9gKR1uAeQqjNHR0cMHz4crq6uSEhIwLJly1BQUIDz589rdK8iEek2XgRCRFSFdO/eHb///juSkpIgk8ng5+eHb7/9luGPiDSKewCJiIiIdAzPASQiIiLSMQyARERERDqGAZCIiIhIx/AikFegUCjw8OFDmJubv9b7uhIREVHFCYKArKwsODk5QSrVzX1hDICv4OHDh3B2dha7DCIiIqqA+/fvo3bt2mKXIQoGwFdgbm4OoOQDZGFhodFty+VyHDx4EF27doWBgYFGt62r2FPNY081jz3VPPZU87S9p5mZmXB2dlb+HtdFDICv4NlhXwsLi0oJgCYmJrCwsNDKb66qiD3VPPZU89hTzWNPNa+69FSXT9/SzQPfRERERDqMAZCIiIhIxzAAEhEREekYBkAiIiIiHcMASERERKRjGACJiIiIdAwDIBEREZGOYQAkIiIi0jEMgEREREQ6hgGQiIiISMcwABIRERHpGAZAIiIiIh3DAEhERERVSmGRAn9dfIgBKyNx4X662OVUS/piF0BEREQEAPfTcrE5+h62RD9AanYBAOC30wnwcrYSt7BqiAGQiIiIRFOsEBAe+xgbz9zD0djHEISScTtzGQb41MFAH2dxC6ymGACJiIjotXuSXYDN0fex6cw9JKbnKcfbNqiJD1rXQWd3exjo8Uy1ysIASERERK+FIAg4fz8dv0Ym4O9Lj1BYrAAAWJkY4D3v2hjkWxf1apqKXKVuYAAkIiKiSpUvL8buCw+x4fRdXEnMVI43r22JIX4u6O3pCCMDPREr1D0MgERERFQp7j3JxW9nErD17H2k58oBAIb6UgR4OmGoX10058UdomEAJCIiIo1RKARE3EzBhsi7CL+Zoryoo5aVMT5oXRf933CGtamhuEUSAyARERG9uvTcQmw9ex+/nb6He2m5yvG3GtliaOu66OhmBz2pRMQK6Z8YAImIiKjCLj/IwIbIu9h98SEKikou6rAw0sd7rZzxQWte1FFVMQASERFRuRQUKRCdIsHalWdw4X6GcryJowWG+tXF215OMDFkxKjK+K9DREREL+VxVj5+O30PG08n4EmOHoAMGOhJ0KOpI4b61YV33RqQSHiYVxswABIREVGZLj/IwNqT8fjr0kPIi0uu6rA0FBDUriEGt3aBrblM5AqpvBgAiYiISE1RsQIHryVj7cl4RN99qhxvWccKw1rXQXHCOQR0cIWBgYGIVVJFMQASERGRUkauHJuj72FDZILyFm36Ugl6eToiqE09eDlbQS6XY+99kQulV8IASERERIh7nIW1J+9i57lE5MmLAQDWpoYY7FsHH7SuC3sLI5ErJE1iACQiItJRCoWAiFspWHvyLo7dTFGOuzmYY0Sbenjby4m3aKumGACJiIh0TE5BEXaee4C1p+7iTkoOAEAiAfzd7RHUxgV+rja8mreaYwAkIiLSEQ+e5mJDZAJ+j7qHrPwiAICZTB/vt3LG8DddUMfGROQK6XVhACQiIqrmLt5Px8rjd7Dv8iMo/ndvXhcbEwx/0wXvtnKGmYxxQNfwX5yIiKgaUigEHLnxGCuP30FUfJpyvE0DG4xoUw8dG9tBynvz6iwGQCIiomokX16MnecS8cuJO8rz+/SlErzt5YSRbV3RxMlC5AqpKmAAJCIiqgbScgrxa2QCNkTexZOcQgCAuZE+BvnWwfA3XeBoaSxyhVSVMAASERFpsfjUHKw+cQfbYx4gX64AANSyMsaItvXQ/w2e30el46eCiIhIC8UkpGHlsTs4eC0Zwv8u7GhaywKj36qPnk0doK8nFbdAqtIYAImIiLREsULAwatJWHn8Ds7fS1eOd3Kzw6h2rmjtas35++ilMAASERFVcbmFRdge8wC/HI/HvbRcAIChnhT9WtbCyHb10MDOXOQKSdswABIREVVRqdkFWH/qLn49nYD0XDkAwMrEAENa18UQv7qwM+f9ealiGACJiIiqmPtpuVh1/A62RN9HQVHJhR11bUwwsm09BHrXhokhf33Tq+EniIiIqIq4mZyFZeG3sfviQxT/75YdzWtb4qP29dHVwwF6nLiZNIQBkIiISGQxCU+xLPw2Dl1PVo61a1gTH7evD7/6NrywgzSOAZCIiEgEgiAg4mYKloXfxpn/3apNIgF6NHXAR+3rw7O2lbgFUrXGAEhERPQaFSsE7L38CMvCb+Pao0wAgIGeBP1a1Mbo9q6ob2smcoWkCxgAiYiIXoOCopJ79K6IuI27T0qmcjEx1MMgnzoIblePt2qj14oBkIiIqBJlFxRh05kE/HI8Ho+zCgCUTOUy/E0XDPNzQQ1TQ5ErJF1U4fvEpKWlYfDgwbCwsICVlRWCg4ORnZ1d5jr5+fkICQmBjY0NzMzMEBgYiOTkZJVlxo4dC29vb8hkMnh5ealtIzw8HH369IGjoyNMTU3h5eWFjRs3qi2Xnp6OkJAQODo6QiaToVGjRti7d6/KMkuWLIGLiwuMjIzg6+uLqKio8jeCiIioFE+yC/Cfg7F4c+5hfLv3Bh5nFcDR0gjTezfBqSmdMN6/EcMfiabCewAHDx6MR48eISwsDHK5HEFBQRg9ejQ2bdr03HUmTJiAv//+G9u2bYOlpSVCQ0PRr18/nDx5UmW5ESNG4MyZM7h06ZLaNk6dOgVPT09MnjwZ9vb22LNnD4YOHQpLS0v07t0bAFBYWIguXbrAzs4O27dvR61atZCQkAArKyvldrZs2YKJEydi+fLl8PX1xaJFi9CtWzfExsbCzs6uom0hIiIdl5SRj+URt7E5+h7y5SVz+LnamuKj9vXR16sWDPV5j14SX4UC4PXr17F//35ER0ejVatWAICffvoJPXv2xIIFC+Dk5KS2TkZGBlavXo1NmzahU6dOAIC1a9fC3d0dp0+fRuvWrQEAixcvBgCkpKSUGgCnTZum8njcuHE4ePAgdu7cqQyAa9asQVpaGk6dOgUDAwMAgIuLi8p6P/zwA0aNGoWgoCAAwPLly/H3339jzZo1mDJlSkXaQkREOiwxPQ/LwuOwNfoBCotLgp9nbUt80qE+ujZxgJRz+FEVUqE/QyIjI2FlZaUMfwDg7+8PqVSKM2fOlLpOTEwM5HI5/P39lWNubm6oU6cOIiMjK1KGUkZGBqytrZWPd+/eDT8/P4SEhMDe3h5NmzbFt99+i+LiYgAlewhjYmJUapFKpfD393/lWoiISLfce5KLKTsuocP8o/jt9D0UFivgU88avwX7YldIG3Rv6sjwR1VOhfYAJiUlqR0m1dfXh7W1NZKSkp67jqGhocphWACwt7d/7jovY+vWrYiOjsaKFSuUY3fu3MGRI0cwePBg7N27F3Fxcfjkk08gl8sxc+ZMpKamori4GPb29mq13Lhx47mvVVBQgIKCAuXjzMySy/flcjnkcnmF30Npnm1P09vVZeyp5rGnmseeal5l9TQ+NQfLjsVj98VHyrt2vOlqjU86uMK3XslOiaKiIo2+ZlWh7Z9Tba1bk1QC4JQpUzBv3rwyV7h+/XqlFlQeR48eRVBQEFatWgUPDw/luEKhgJ2dHVauXAk9PT14e3sjMTER8+fPx8yZMyv8enPnzsXs2bPVxg8ePAgTE5MKb7csYWFhlbJdXcaeah57qnnsqeZpqqdJucDBRCnOpUogoGTPnruVAt1qK1DP/DGeXH+MvVXnV2Wl0tbPaW5urtgliE4lAE6aNAnDhw8vcwVXV1c4ODjg8ePHKuNFRUVIS0uDg4NDqes5ODigsLAQ6enpKnsBk5OTn7tOWSIiIhAQEICFCxdi6NChKs85OjrCwMAAenp6yjF3d3ckJSWhsLAQNWvWhJ6entoVyC+qZerUqZg4caLycWZmJpydndG1a1dYWFiU+z2URS6XIywsDF26dFGex0ivhj3VPPZU89hTzdNUT28kZWFp+B3sv5YMoWSHHzo1tkVIB1d41rbUULXaQds/p8+O4OkylQBoa2sLW1vbF67k5+eH9PR0xMTEwNvbGwBw5MgRKBQK+Pr6lrqOt7c3DAwMcPjwYQQGBgIAYmNjce/ePfj5+ZWr6PDwcPTu3Rvz5s3D6NGj1Z5v06YNNm3aBIVCAam05DTHmzdvwtHREYaGhsp6Dh8+jL59+wIo2Wt4+PBhhIaGPvd1ZTIZZDKZ2riBgUGlfQNU5rZ1FXuqeeyp5rGnmlfRnl5+kIHFR24h7Nr/dxp093BAaKcGaFpLt4Lfv2nr51Qba9a0Cp0D6O7uju7du2PUqFFYvnw55HI5QkNDMWDAAOUVwImJiejcuTM2bNgAHx8fWFpaIjg4GBMnToS1tTUsLCwwZswY+Pn5Ka8ABoC4uDhkZ2cjKSkJeXl5uHDhAgCgSZMmMDQ0xNGjR9G7d2+MGzcOgYGByvMHDQ0NlReCfPzxx/j5558xbtw4jBkzBrdu3cK3336LsWPHKl9n4sSJGDZsGFq1agUfHx8sWrQIOTk5yquCiYhIt5279xQ/Hb6Fo7EpAEru09urmSNCOzWAm4Nmj/oQvW4Vngdw48aNCA0NRefOnSGVShEYGKicwgUo2T0cGxurcpx94cKFymULCgrQrVs3LF26VGW7I0eOREREhPJxixYtAADx8fFwcXHB+vXrkZubi7lz52Lu3LnK5dq3b4/w8HAAgLOzMw4cOIAJEybA09MTtWrVwrhx4zB58mTl8v3790dKSgpmzJiBpKQkeHl5Yf/+/WoXhhARkW6JvpuGxYdv4fitVACAVAL08aqFkI4N0MCO9+ml6qHCAdDa2rrMSZ9dXFwgPDtJ4n+MjIywZMkSLFmy5LnrPQtxz7Nu3TqsW7fuhfX5+fnh9OnTZS4TGhpa5iFfIiLSHVHxaVgYdhORd54AAPSlEvRrWQufdGgAl5qmIldHpFm8FzAREem0mISnWBh2EyfiSvb4GehJ8F4rZ3zcvj6crStnhgcisTEAEhGRTrr0IB0/hN1E+P/O8TPQk+D9Vs4I6dgATlbGIldHVLkYAImISKdce5iJhYduKq/q1ZNK8G7L2gjt1IB7/EhnMAASEZFOuJWcjZ8j7mDv5ZLZI6QSoG+LWhjbqSHP8SOdwwBIRETV2p2UHGy4JcW506cgCCXTufT2dMK4zg15VS/pLAZAIiKqlhKe5GDx4Tj8cf4BFELJTQF6NHXAeP9GaOxgLnJ1ROJiACQiomrlwdNc/HwkDttiHqBYUTIdWdMaCswZ8Ca86tqIXB1R1cAASERE1UJSRj5+PnoLW6LvQ15cEvzaN7LF2I6ueHDpJDycePcOomcYAImISKs9zsrHsvDb2HjmHgqLFACANg1sMLFLI3jXtYZcLseDSyIXSVTFMAASEZFWysiTY0XEbaw5GY98eUnw83GxxsSujdDalYd6icrCAEhERFolr7AY6yPvYln4bWTkyQEALepYYVKXxmjTwAYSiUTkComqPgZAIiLSCvJiBbadfYAfD99EcmYBAKCRvRk+7+aGzu52DH5E5cAASEREVZpCIWDvlUf4z8GbiE/NAQDUsjLGxC6N0LdFLehJGfyIyosBkIiIqiRBEHAiLhXf74/F5cQMAICNqSFCOzXAIN86kOnriVwhkfZiACQioirnwv10fL//Bk7dfgIAMJPpY1Q7VwS3qwczGX91Eb0qfhcREVGVEfc4CwsO3MT+qyX36zXUk2KIX1180qE+bMxkIldHVH0wABIRkegepudh0aGb2B7zAAoBkEqAfi1rY7x/Q9SuYSJ2eUTVDgMgERGJ5mlOIZaGx2F9ZIJyEueuTezxabfGaGTP+/USVRYGQCIieu1yCoqw5kQ8Vh67g6yCIgCAbz1rTO7hhpZ1aohcHVH1xwBIRESvTbFCwNaz9/FD2E2kZJXM5dfE0QKTe7jhrYY1OZcf0WvCAEhERJVOEASE30zBd3tvIDY5CwBQx9oEn3ZrjN7NHCHlXH5ErxUDIBERVaprDzPx7d7rOBGXCgCwMjHA2E4N8UHrujDUl4pcHZFuYgAkIqJKkZSRj/8cjMX2cw8gCCVTugxv44KQDg1gaWIgdnlEOo0BkIiINCq7oAgrIm5j1fE7yJeXXNkb0NwJn3drDGdrTulCVBUwABIRkUYUFSuw5ex9LAy7hdTskgs83nCpgWk93dGCV/YSVSkMgERE9EoEQUB4bAq+3Xsdtx5nAwBcbEwwpYc7unnY88peoiqIAZCIiCrsSmIG5u67jpNxJffsrWFigHGdG2KQLy/wIKrKGACJiKjcHmXkYf6BWPxxPlF5gUdQWxd80qEBLI15gQdRVccASERELy0rX44VEXew6vgdFPzv1m19vJzwaVde4EGkTRgAiYjohYoVAjZH38PCsJtIzS4EAPi4WOOLXu5o7mwlbnFEVG4MgEREVKbTd55g9l/XcP1RJgDAtaYppvRwQ5cmvMCDSFsxABIRUakePM3F3L038PflRwAACyN9TOjSCB+0rgsDPV7gQaTNGACJiEhFbmERloffxopjJef5SSXAIN86mNilMaxNDcUuj4g0gAGQiIgAlMznt/viQ3y37wYeZeQDAFq7WmNmgAfcHS1Ero6INIkBkIiIcPlBBmb/dRVnE54CAGrXMMaXvdzRzcOB5/kRVUMMgEREOiwlqwALDsRia8x9CAJgbKCHkI71MbKdK4wM9MQuj4gqCQMgEZEOKixSYN2peCw+HIfsgiIAQF8vJ0zp4Q4HSyORqyOiysYASESkQwRBwNHYx/h6z3XEp+YAADxrW2JmQBN417UWuToiel0YAImIdETc42x8vecaIm6mAABqmskwuXtjBLasDamU5/kR6RIGQCKiai4jT44fD93Chsi7KFIIMNCTYETbegjt2ADmRrxvL5EuYgAkIqqmFAoB22Me4Lv9N5CWU3L7Nn93e3zRyx31apqKXB0RiYkBkIioGrr6MAPT/7yCc/fSAQAN7MwwvXcTtG9kK25hRFQlMAASEVUjGXlyLAy7iQ2Rd6EQAFNDPYz3b4ThbVx4+zYiUmIAJCKqBgRBwB/nE/Ht3htIzS4AAPT2dMSXvZpwWhciUsMASESk5W4kZWLGn1cRdTcNAOBqa4qv3m6Ktg1rilwZEVVVDIBERFoqK1+ORYduYd2puyhWCDA20MOYzg0wsq0rDPV5uJeIno8BkIhIywiCgN0XH+Kbv6/jcVbJ4d7uHg6YHtAEtayMRa6OiLQBAyARkRa5lZyFGbuuIvLOEwBAXRsTzH7bAx0a24lcGRFpEwZAIiItkFNQhMVHbmH18XgUKQTI9KUI6dgAo99yhZGBntjlEZGWYQAkIqrCBEHAgatJmP3XNTzKyAdQMpnzzIAmcLY2Ebk6ItJWDIBERFXUg6e5mLnrKg7feAwAcLY2xqwAD3R2txe5MiLSdgyARERVTLECWHUiHj8duYM8eTEM9CT48K36CO3UgId7iUgjGACJiKqQ8/fSMf+yHh7l3gIA+NSzxrfvNEUDO3ORKyOi6oQBkIioCsjIk+P7/TewKeoeBEECK2MDTOvljve8a0MikYhdHhFVMwyAREQiejan39d7ritv4eZjq8Di4DZwsDIVuToiqq4YAImIRJLwJAdf/nkFx2+lAvjfLdwC3PHk+mnYmBqKXB0RVWcMgEREr1lhkQIrj93GT0fiUFCkgKG+FKEdG+DD9q6QCgrsvS52hURU3TEAEhG9RmfvpmHKzsuIe5wNAGjTwAZz+jZDvZolh3vlcoWY5RGRjmAAJCJ6DbLy5fh+fyx+PZ0AAKhpZogvezVBHy8nXuRBRK8dAyARUSU7dC0ZX/55BUmZJXfyeL9VbUzr6Q4rE57nR0TiYAAkIqokKVkFmPXXVfx96REAoK6NCb59pxnaNKgpcmVEpOsYAImINEwQBGyLeYBv/r6OjDw59KQSjGxXD+M7N4KxIe/kQUTiYwAkItKghCc5mPbHZZyMewIAaFrLAt/180TTWpYiV0ZE9H8MgEREGlCsELD6xB38EHYT+XIFjAykmNilEUa0qQd9PanY5RERqWAAJCJ6RTeTs/DZ9ku4eD8dQMnULt++0wx1bXgnDyKqmir8Z2laWhoGDx4MCwsLWFlZITg4GNnZ2WWuk5+fj5CQENjY2MDMzAyBgYFITk5WWWbs2LHw9vaGTCaDl5eX2jbCw8PRp08fODo6wtTUFF5eXti4caPacunp6QgJCYGjoyNkMhkaNWqEvXv3Kp+fNWsWJBKJypebm1vFmkFEOklerMDiw7fQa/FxXLyfDnMjfcwLbIbfgn0Z/oioSqvwHsDBgwfj0aNHCAsLg1wuR1BQEEaPHo1NmzY9d50JEybg77//xrZt22BpaYnQ0FD069cPJ0+eVFluxIgROHPmDC5duqS2jVOnTsHT0xOTJ0+Gvb099uzZg6FDh8LS0hK9e/cGABQWFqJLly6ws7PD9u3bUatWLSQkJMDKykplWx4eHjh06ND/m6HPHaJE9HKuJGbgs+2XcP1RJgDA390O37zTDPYWRiJXRkT0YhVKPNevX8f+/fsRHR2NVq1aAQB++ukn9OzZEwsWLICTk5PaOhkZGVi9ejU2bdqETp06AQDWrl0Ld3d3nD59Gq1btwYALF68GACQkpJSagCcNm2ayuNx48bh4MGD2LlzpzIArlmzBmlpaTh16hQMDAwAAC4uLupvXl8fDg4OFWkBEemofHkxfjpyC8sj7qBYIaCGiQFmve2Bt5tzQmci0h4VCoCRkZGwsrJShj8A8Pf3h1QqxZkzZ/DOO++orRMTEwO5XA5/f3/lmJubG+rUqYPIyEhlAKyIjIwMuLu7Kx/v3r0bfn5+CAkJwa5du2Bra4tBgwZh8uTJ0NP7/xQMt27dgpOTE4yMjODn54e5c+eiTp06z32dgoICFBQUKB9nZpb85S+XyyGXyytcf2mebU/T29Vl7Knm6VpPz99Px9Q/ruJ2Sg4AoGdTe8zo5QYbMxmKioo08hq61tPXgT3VPG3vqbbWrUkVCoBJSUmws7NT3ZC+PqytrZGUlPTcdQwNDdUOw9rb2z93nZexdetWREdHY8WKFcqxO3fu4MiRIxg8eDD27t2LuLg4fPLJJ5DL5Zg5cyYAwNfXF+vWrUPjxo3x6NEjzJ49G+3atcOVK1dgbm5e6mvNnTsXs2fPVhs/ePAgTExMKvweyhIWFlYp29Vl7KnmVfeeFhYDf9+XIuKRBAIkMDcQ8F49BZqbJ+LMscRKec3q3lMxsKeap609zc3NFbsE0akEwClTpmDevHllrnD9+vVKLag8jh49iqCgIKxatQoeHh7KcYVCATs7O6xcuRJ6enrw9vZGYmIi5s+frwyAPXr0UC7v6ekJX19f1K1bF1u3bkVwcHCprzd16lRMnDhR+TgzMxPOzs7o2rUrLCwsNPre5HI5wsLC0KVLF+VhbHo17Knm6UJPz91Lx+SdV3D3SckvjHdaOGFa98awMqmc96sLPX3d2FPN0/aePjuCp8tUAuCkSZMwfPjwMldwdXWFg4MDHj9+rDJeVFSEtLS0555T5+DggMLCQqSnp6vsBUxOTq7QeXgREREICAjAwoULMXToUJXnHB0dYWBgoHK4193dHUlJSSgsLIShofr9N62srNCoUSPExcU99zVlMhlkMpnauIGBQaV9A1TmtnUVe6p51bGn+fJi/BB2E6uO34EgAPYWMnzXzxMd3exevLIGVMeeio091Txt7ak21qxpKgHQ1tYWtra2L1zJz88P6enpiImJgbe3NwDgyJEjUCgU8PX1LXUdb29vGBgY4PDhwwgMDAQAxMbG4t69e/Dz8ytX0eHh4ejduzfmzZuH0aNHqz3fpk0bbNq0CQqFAlJpyUw3N2/ehKOjY6nhDwCys7Nx+/ZtDBkypFy1EFH1c/7eU3y67aLyXL93vWtjeu8msDTmLw0iqh4qNA+gu7s7unfvjlGjRiEqKgonT55EaGgoBgwYoLwCODExEW5uboiKigIAWFpaIjg4GBMnTsTRo0cRExODoKAg+Pn5qVwAEhcXhwsXLiApKQl5eXm4cOECLly4gMLCQgAlh3179eqFsWPHIjAwEElJSUhKSkJaWppyGx9//DHS0tIwbtw43Lx5E3///Te+/fZbhISEKJf59NNPERERgbt37+LUqVN45513oKenh4EDB1akJURUDeTLi/HdvhsIXHYKt1NyYGsuw+phrbDgveYMf0RUrVR44ruNGzciNDQUnTt3hlQqRWBgoHIKF6Dk/IDY2FiVEy0XLlyoXLagoADdunXD0qVLVbY7cuRIREREKB+3aNECABAfHw8XFxesX78eubm5mDt3LubOnatcrn379ggPDwcAODs748CBA5gwYQI8PT1Rq1YtjBs3DpMnT1Yu/+DBAwwcOBBPnjyBra0t2rZti9OnT7/UHlAiqn4uPUjHpK0XcetxyYT277SohZkBTWBlUvpRAyIibVbhAGhtbV3mpM8uLi4QBEFlzMjICEuWLMGSJUueu96zEPc869atw7p1615Yn5+fH06fPv3c5zdv3vzCbRBR9VdYVHI3j2URt1GsEFDTzBDfvNMM3Tw4RygRVV+89QUR6azrjzIxYcsF3EjKAgAENHfC7Lc9YG3KvX5EVL0xABKRzilWCFh1/A5+OHgThcUKWJsaYk7fpujZzFHs0oiIXgsGQCLSKQlPcjBp60WcTXgKAPB3t8fcfs1ga64+xRMRUXXFAEhEOkEQBPwedR9z/r6G3MJimMn0MSOgCd7zrs17+BKRzmEAJKJq73FmPj7fcQnhsSkAAN961ljwXnM4W1fOLRyJiKo6BkAiqtb2XHqIL/+8gvRcOQz1pfi8W2OMaFMPUin3+hGR7mIAJKJqKSNXjum7rmD3xYcAgKa1LLDwfS80tDcXuTIiIvExABJRtRN5+wkmbb2Ahxn50JNKENKxAcZ0agADvQrd/IiIqNphACSiaqOgqBg/HLyJlcfvQBAAFxsTLOzvhRZ1aohdGhFRlcIASETVwq3kLIzbfAHXHmUCAAb6OOPLXk1gKuOPOSKif+NPRiLSaoIgYENkAr7dex0FRQrUMDHAd4GevJUbEVEZGACJSGs9zszHZ9svIeJmyfQu7RvZYv67nrCzMBK5MiKiqo0BkIi00sGrSZiy8zLScgoh05diWk93DPWry0mdiYheAgMgEWmVvMJifLXnGn6PugcAaOJogUUDvNCI07sQEb00BkAi0hrXHmZi7ObziHucDYkEGN3OFRO7NoJMX0/s0oiItAoDIBFVeYIgYP2pu/h27w0UFitgZy7Dwv5eaNOgptilERFpJQZAIqrSnmQX4PPtl3D4xmMAgL+7Hb5/tzmsTQ1FroyISHsxABJRlXXiViombr2Ax1kFMNSX4gte6EFEpBEMgERU5RQWKfCfsFisPFZyR4+GdmZYPLAF3B0txC6NiKhaYAAkoirlbmoOxm4+j0sPMgAAg33r4MteTWBsyAs9iIg0hQGQiKqMXRcSMW3nZeQUFsPS2ADzAj3RvSnv6EFEpGkMgEQkurzCYszafRVbzt4HAPjUs8ai/l5wsjIWuTIiouqJAZCIRHUzOQuhm87hZnLJ3H5jOjXE2E4NoK8nFbs0IqJqiwGQiEQhCAK2nX2AGbuvIF+ugK25DD/298KbnNuPiKjSMQAS0WuXXVCEL/+4jD8vPAQAtGtYEz+87wVbc5nIlRER6QYGQCJ6ra4kZmDM7+cRn5oDPakEk7o2wkdv1YdUyrn9iIheFwZAInotBEHAr6cTMGfPdRQWK+BkaYTFA1uglYu12KUREekcBkAiqnRZ+XJM3nEJey8nASi5ndv8d5ujBm/nRkQkCgZAIqpU1x5m4pONMbj7JBcGehJM7u6G4Lb1eDs3IiIRMQASUaXZGn0f03ddQUFRySHfJYNbokWdGmKXRUSk8xgAiUjj8gqLMX3XFWyPeQAA6NDYFgvf9+IhXyKiKoIBkIg06nZKNj757Rxik7MglQCTujbGx+15lS8RUVXCAEhEGvPXxYeYsuMScgqLUdNMhsUDvfBmfU7sTERU1TAAEtErKyhS4Ou9V7AhMgEA0NrVGosHtoCduZHIlRERUWkYAInolaQVAIN+icKlxEwAQEjH+pjg34j38iUiqsIYAImowk7efoIFl/SQU5QJS2MDLOzfHJ3c7MUui4iIXoABkIjKTRAELIu4jQUHYqEQJGjqZIFlH3jD2dpE7NKIiOglMAASUblk5svx6daLOHgtGQDga6vA6pFvwMyE5/sREWkLBkAiemmxSVn46LcYxKfmwFBPipm93WD2+BJkBnpil0ZEROXAs7SJ6KXsvvgQfZecRHxqDmpZGWPbR354v1VtscsiIqIK4B5AIiqTvFiBuXtvYM3JeABA2wY1sXhgC1ibGkIul4tcHRERVQQDIBE91+OsfIRsPIfou08BAJ90qI9JXRtDj3f1ICLSagyARFSq8/ee4qPfYpCcWQBzmT7+835zdPVwELssIiLSAAZAIlKz9ex9fPnHFRQWK9DQzgwrhnjD1dZM7LKIiEhDGACJSElerMDXe64pb+nWtYk9fujvBTMZf1QQEVUn/KlORACA1OwCfLLxHKLi0wAAE7s0QmjHBpDyfD8iomqHAZCIcPlBBj789SweZuTDTKaPhf290KUJb+lGRFRdMQAS6bid5x5g6s7LKChSwLWmKVYObYUGdjzfj4ioOmMAJNJRRcUKzN13A6tPlMzv19nNDgsHeMHCyEDkyoiIqLIxABLpoPTcQoRsOoeTcU8AAGM7NcB4/0Y834+ISEcwABLpmLjHWQhefxYJT3JhYqiHH95vju5NHcUui4iIXiMGQCIdcvTGY4z9/TyyCopQu4YxfhnWCm4OFmKXRURErxkDIJEOEAQBq47fwdx9NyAIgE89aywb3BI2ZjKxSyMiIhEwABJVcwVFxZi28wp2nHsAABjo44zZbzeFob5U5MqIiEgsDIBE1VhKVgE+/PUszt1Lh55Ugum93DHsTRdIJLzYg4hIlzEAElVTVxIzMHpDyeTOFkb6WDK4Jdo1tBW7LCIiqgIYAImqoX2XH2Hi1ovIkxfDtaYpfhnWCq62nNyZiIhKMAASVSOCIODnI3H4T9hNAMBbjWzx08AWsDTm5M5ERPR/DIBE1URBUTGm7riMnecTAQBBbVzwRU936OvxYg8iIlLFAEhUDaTlFOKjX2MQdTcNelIJvurjgcG+dcUui4iIqigGQCItdzslGyPWRSPhSS7MZfpY+gEv9iAiorIxABJpsVO3U/HRrzHIzC+5s8fa4W+gob252GUREVEVxwBIpKW2Rt/HtD8uo0ghoGUdK6wc2go1eWcPIiJ6CQyARFpGoRDw/YFYLI+4DQAIaO6E+e96wshAT+TKiIhIW1T48sC0tDQMHjwYFhYWsLKyQnBwMLKzs8tcJz8/HyEhIbCxsYGZmRkCAwORnJyssszYsWPh7e0NmUwGLy8vtW2Eh4ejT58+cHR0hKmpKby8vLBx40aVZTp06ACJRKL21atXL+UygiBgxowZcHR0hLGxMfz9/XHr1q2KtoPotcgrLMYnG88pw9/Yzg2xeIAXwx8REZVLhQPg4MGDcfXqVYSFhWHPnj04duwYRo8eXeY6EyZMwF9//YVt27YhIiICDx8+RL9+/dSWGzFiBPr371/qNk6dOgVPT0/s2LEDly5dQlBQEIYOHYo9e/Yol9m5cycePXqk/Lpy5Qr09PTw3nvvKZf5/vvvsXjxYixfvhxnzpyBqakpunXrhvz8/Ap2hKhypWQVYMDKSOy/mgRDPSkW9m+OiV0a8bZuRERUbhU6BHz9+nXs378f0dHRaNWqFQDgp59+Qs+ePbFgwQI4OTmprZORkYHVq1dj06ZN6NSpEwBg7dq1cHd3x+nTp9G6dWsAwOLFiwEAKSkpuHTpktp2pk2bpvJ43LhxOHjwIHbu3InevXsDAKytrVWW2bx5M0xMTJQBUBAELFq0CF9++SX69OkDANiwYQPs7e3x559/YsCAARVpC1GluZ2SjeFro3A/LQ81TAywYkgr+NSzfvGKREREpajQHsDIyEhYWVkpwx8A+Pv7QyqV4syZM6WuExMTA7lcDn9/f+WYm5sb6tSpg8jIyIqUoZSRkaEW+v5p9erVGDBgAExNTQEA8fHxSEpKUqnF0tISvr6+r1wLkaZF301Dv6WncD8tD3VtTLDzkzYMf0RE9EoqtAcwKSkJdnZ2qhvS14e1tTWSkpKeu46hoSGsrKxUxu3t7Z+7zsvYunUroqOjsWLFilKfj4qKwpUrV7B69WqVWp69dnlqKSgoQEFBgfJxZmYmAEAul0Mul1f4PZTm2fY0vV1dpo093Xs5CZ/tvILCIgWa17bEig9awMbUsMq8B23saVXHnmoee6p52t5Tba1bk1QC4JQpUzBv3rwyV7h+/XqlFlQeR48eRVBQEFatWgUPD49Sl1m9ejWaNWsGHx+fV369uXPnYvbs2WrjBw8ehImJyStvvzRhYWGVsl1dpg09FQTg6CMJdiWUXNzRrIYCHzg9wZmIQyJXVjpt6Km2YU81jz3VPG3taW5urtgliE4lAE6aNAnDhw8vcwVXV1c4ODjg8ePHKuNFRUVIS0uDg4NDqes5ODigsLAQ6enpKnsBk5OTn7tOWSIiIhAQEICFCxdi6NChpS6Tk5ODzZs346uvvlKr5dlrOzo6qtRS2pXHz0ydOhUTJ05UPs7MzISzszO6du0KCwuLcr+HssjlcoSFhaFLly4wMDDQ6LZ1lbb0tFghYM7eG9iVcB8AMKR1HXzRozH0pFXvYg9t6ak2YU81jz3VPG3v6bMjeLpMJQDa2trC1vbFt5Dy8/NDeno6YmJi4O3tDQA4cuQIFAoFfH19S13H29sbBgYGOHz4MAIDAwEAsbGxuHfvHvz8/MpVdHh4OHr37o158+aVeeXxtm3bUFBQgA8++EBlvF69enBwcMDhw4eVgS8zMxNnzpzBxx9//NztyWQyyGTqE+0aGBhU2jdAZW5bV1XlnuYVFmPM5vM4dL1keqQve7kjuG29Kn+lb1XuqbZiTzWPPdU8be2pNtasaRU6B9Dd3R3du3fHqFGjsHz5csjlcoSGhmLAgAHKK4ATExPRuXNnbNiwAT4+PrC0tERwcDAmTpwIa2trWFhYYMyYMfDz81NeAQwAcXFxyM7ORlJSEvLy8nDhwgUAQJMmTWBoaIijR4+id+/eGDduHAIDA5Xn7BkaGqpdCLJ69Wr07dsXNjY2KuMSiQTjx4/HnDlz0LBhQ9SrVw/Tp0+Hk5MT+vbtW5GWEL2y1OwCBK8/i4v302GoL8XC973Qy9PxxSsSERGVU4XvBLJx40aEhoaic+fOkEqlCAwMVE7hApTsHo6NjVU5zr5w4ULlsgUFBejWrRuWLl2qst2RI0ciIiJC+bhFixYASq7cdXFxwfr165Gbm4u5c+di7ty5yuXat2+P8PBw5ePY2FicOHECBw8eLLX+zz//HDk5ORg9ejTS09PRtm1b7N+/H0ZGRhVtCVGF3UnJxrD/TfNiZWKAX4a2QisXXulLRESVo8IB0NraGps2bXru8y4uLhAEQWXMyMgIS5YswZIlS5673j9DXGnWrVuHdevWvbC+xo0bq73+P0kkEnz11Vdq5wcSvW4X7qdjxLpopOUUoo61CdYFvQFXWzOxyyIiomqM9wImElF47GN8/Ns55MmL0ayWJdYMfwO25urnmRIREWkSAyCRSHaee4DPt19CkUJAu4Y1sewDb5jJ+C1JRESVj79tiESw8thtfLv3BgCgj5cT5r/bHIb6Fb41NxERUbkwABK9RgqFgG/3XscvJ+IBAMFt6+GLnu6QVsE5/oiIqPpiACR6TQqLFPh8+0X8eeEhAGBaTzeMfqu+yFUREZEuYgAkeg2yC4rw8W8xOH4rFfpSCb5/1xP9WtYWuywiItJRDIBElSw1uwAj1kXj0oMMmBjqYenglujQ2E7ssoiISIcxABJVogdPczFkdRTiU3NgbWqINcPfgJezldhlERGRjmMAJKokcY+z8MEvUUjKzEctK2P8GuzDCZ6JiKhKYAAkqgSXHqRj2JooPM2Vo6GdGX4N9oWDJW8zSEREVQMDIJGGRd5+gpHro5FTWIzmtS2xLsgHNUwNxS6LiIhIiQGQSIPCriUjZNM5FBYp8GZ9G6wc2op39yAioiqHv5mINGTnuQf4bPslFCsEdGlij58GtoCRgZ7YZREREalhACTSgHUn4zHrr2sAgH4ta+H7QE/o6/HWbkREVDUxABK9AkEQsPhwHBYeugkAGP6mC2b0bsJbuxERUZXGAEhUQQqFgK//voa1J+8CACb4N8LYzg0gkTD8ERFR1cYASFQBxQoBU3ZcwraYBwCAmQFNENSmnshVERERvRwGQKJykhcrMHHrRfx18SGkEmD+u80R6M37+hIRkfZgACQqh4KiYoz9/TwOXE2GvlSCxQNboGczR7HLIiIiKhcGQKKXlC8vxoe/xiDiZgoM9aRY9kFLdHa3F7ssIiKicmMAJHoJOQVFGLn+LCLvPIGRgRSrhrZCu4a2YpdFRERUIQyARC+QmS9H0NpoxCQ8hamhHtYG+cCnnrXYZREREVUYAyBRGZ7mFGLomihcTsyAhZE+NgT7wsvZSuyyiIiIXgkDINFzpGQVYMjqM7iRlAVrU0P8GuwDDydLscsiIiJ6ZQyARKVIysjHoF9O405KDuzMZdg40hcN7c3FLouIiEgjGACJ/uVheh4GrDyNe2m5qGVljI0jfeFS01TssoiIiDSGAZDoHx48zcXAVadxPy0PdaxNsGmUL2rXMBG7LCIiIo1iACT6n/tpJeHvwdM81LUxwe+jWsPJyljssoiIiDSOAZAIJeFvwMrTSEzPg4uNCX4f3RqOlgx/RERUPTEAks77Z/irV9MUv49qDQdLI7HLIiIiqjRSsQsgEtO9J/8Pf64Mf0REpCO4B5B0VsKTHAxceRoPM/LhalsS/uwtGP6IiKj6YwAknXQ3NQcDV53Go4x81P9f+LNj+CMiIh3BAEg65+6THAxZE4OkzP+Fv9GtYWfO8EdERLqDAZB0Skoe8MHqs0jOKkBDOzNsGtUatuYyscsiIiJ6rRgASWfcf5qLn6/pIb2Q4Y+IiHQbrwImnZCYnocha84ivVAC15qmDH9ERKTTGACp2kvKyMegVaeRmJ6PmkYCNgR5M/wREZFO4yFgqtYeZ+Vj0C+nkfAkF7VrGGNkvSxO9UJERDqPewCp2nqSXYDBq87gTkoOalkZ49egVqjBHX9EREQMgFQ9pecW4oPVUbj1OBv2FjJsGuWL2jV4b18iIiKAAZCqoYw8OYasjsL1R5moaSbDplGtUdfGVOyyiIiIqgwGQKpWsvLlGLYmCpcTM2BtaohNo3xR39ZM7LKIiIiqFAZAqjZyC4swYl00LtxPh5WJAX4L9kUje3OxyyIiIqpyGACpWsiXF2P0hhhE330KcyN9/BbsiyZOFmKXRUREVCUxAJLWKypWYOzv53EiLhUmhnpYP8IHTWtZil0WERFRlcUASFpNoRDw+fZLOHgtGYb6UvwyrBVa1qkhdllERERVGgMgaS1BEDBz91XsPJ8IfakESwe1xJv1a4pdFhERUZXHAEhaa/6BWPx6OgESCfCf95vDv4m92CURERFpBQZA0kpLw+OwNPw2AOCbvs3Qx6uWyBURERFpDwZA0jq/Rt7F9/tjAQBTe7hhkG8dkSsiIiLSLgyApFX+OP8A03ddBQCEdmyAD9vXF7kiIiIi7cMASFrjwNUkfLrtEgBg+JsumNS1kcgVERERaScGQNIKJ26lYsym8yhWCAhsWRszejeBRCIRuywiIiKtxABIVd7F++kY/etZFBYr0N3DAfMCm0EqZfgjIiKqKAZAqtLupGQjaF00cguL0bZBTfw40Av6evzYEhERvQr+JqUqKzkzH0NWRyEtpxDNalli+RBvyPT1xC6LiIhI6zEAUpWUkSfHsDVRSEzPQ72aplgb9AbMZPpil0VERFQtMABSlZMvL8ao9WdxIykLtuYybBjhg5pmMrHLIiIiqjYYAKlKKSpWYMzv5xF1Nw3mMn2sD/KBs7WJ2GURERFVKwyAVGUIgoAv/7yCsGvJMNSXYtWwVmjiZCF2WURERNUOAyBVGf85eBObo+9DKgEWD/BCa1cbsUsiIiKqlhgAqUpYdzIePx+NAwDM6dsM3Zs6ilwRERFR9cUASKL76+JDzN5zDQAwsUsjDPKtI3JFRERE1VuFA2BaWhoGDx4MCwsLWFlZITg4GNnZ2WWuk5+fj5CQENjY2MDMzAyBgYFITk5WWWbs2LHw9vaGTCaDl5eX2jbCw8PRp08fODo6wtTUFF5eXti4caPKMh06dIBEIlH76tWrl3KZ4cOHqz3fvXv3iraDKuhUXCombr0AQQCG+tXFmE4NxC6JiIio2qtwABw8eDCuXr2KsLAw7NmzB8eOHcPo0aPLXGfChAn466+/sG3bNkRERODhw4fo16+f2nIjRoxA//79S93GqVOn4OnpiR07duDSpUsICgrC0KFDsWfPHuUyO3fuxKNHj5RfV65cgZ6eHt577z2VbXXv3l1lud9//70CnaCKik3Kwoe/xkBeLKBnMwfMDPDg/X2JiIhegwrNrHv9+nXs378f0dHRaNWqFQDgp59+Qs+ePbFgwQI4OTmprZORkYHVq1dj06ZN6NSpEwBg7dq1cHd3x+nTp9G6dWsAwOLFiwEAKSkpuHTpktp2pk2bpvJ43LhxOHjwIHbu3InevXsDAKytrVWW2bx5M0xMTNQCoEwmg4ODQ0VaQK8oKSMfw9dGIaugCG+41MAP73tBj/f3JSIiei0qtAcwMjISVlZWyvAHAP7+/pBKpThz5kyp68TExEAul8Pf31855ubmhjp16iAyMrIiZShlZGSohb5/Wr16NQYMGABTU1OV8fDwcNjZ2aFx48b4+OOP8eTJk1eqg15OdkERgtZF41FGPlxtTbFqaCsYGfAWb0RERK9LhfYAJiUlwc7OTnVD+vqwtrZGUlLSc9cxNDSElZWVyri9vf1z13kZW7duRXR0NFasWFHq81FRUbhy5QpWr16tMt69e3f069cP9erVw+3btzFt2jT06NEDkZGR0NMrPYwUFBSgoKBA+TgzMxMAIJfLIZfLK/weSvNse5rertjkxQp8/Nt5XH+UCRtTQ/wypAVMDSSv5X1W156KiT3VPPZU89hTzdP2nmpr3ZqkEgCnTJmCefPmlbnC9evXK7Wg8jh69CiCgoKwatUqeHh4lLrM6tWr0axZM/j4+KiMDxgwQPn/zZo1g6enJ+rXr4/w8HB07ty51G3NnTsXs2fPVhs/ePAgTEwq524VYWFhlbJdMQgCsPmOFKcfS2EoFTDcNReXI8Nx+TXXUZ16WlWwp5rHnmoee6p52trT3NxcsUsQnUoAnDRpEoYPH17mCq6urnBwcMDjx49VxouKipCWlvbcc+ocHBxQWFiI9PR0lb2AycnJFToPLyIiAgEBAVi4cCGGDh1a6jI5OTnYvHkzvvrqqxduz9XVFTVr1kRcXNxzA+DUqVMxceJE5ePMzEw4Ozuja9eusLDQ7B0r5HI5wsLC0KVLFxgYGGh022JZEn4Hpx/HlUz0PLAFOrvZvXglDaqOPRUbe6p57Knmsaeap+09fXYET5epBEBbW1vY2tq+cCU/Pz+kp6cjJiYG3t7eAIAjR45AoVDA19e31HW8vb1hYGCAw4cPIzAwEAAQGxuLe/fuwc/Pr1xFh4eHo3fv3pg3b16ZVx5v27YNBQUF+OCDD164zQcPHuDJkydwdHz+BMQymQwymUxt3MDAoNK+ASpz26/TjpgHWHS4ZKLn2W97oHuzWqLVUl16WpWwp5rHnmoee6p52tpTbaxZ0yp0EYi7uzu6d++OUaNGISoqCidPnkRoaCgGDBigvAI4MTERbm5uiIqKAgBYWloiODgYEydOxNGjRxETE4OgoCD4+fkprwAGgLi4OFy4cAFJSUnIy8vDhQsXcOHCBRQWFgIoOezbq1cvjB07FoGBgUhKSkJSUhLS0tLU6ly9ejX69u0LGxvVW4plZ2fjs88+w+nTp3H37l0cPnwYffr0QYMGDdCtW7eKtITKcDIuFZN3lFzR/WF7VwzxcxG3ICIiIh1XoYtAAGDjxo0IDQ1F586dIZVKERgYqJzCBSjZPRwbG6tynH3hwoXKZQsKCtCtWzcsXbpUZbsjR45ERESE8nGLFi0AAPHx8XBxccH69euRm5uLuXPnYu7cucrl2rdvj/DwcOXj2NhYnDhxAgcPHlSrXU9PD5cuXcL69euRnp4OJycndO3aFV9//XWpe/io4mKTsvDRrzEoUgjo7emIyd3cxC6JiIhI51U4AFpbW2PTpk3Pfd7FxQWCIKiMGRkZYcmSJViyZMlz1/tniCvNunXrsG7duhfW17hxY7XXf8bY2BgHDhx44Tbo1fxzrj8fF2sseK85pJzrj4iISHS8FzBVipyCIgSv//9cfyuHenOuPyIioiqCAZA0TqEQMH7LBVx9WDLX3/ogH1iZGIpdFhEREf0PAyBp3LwDNxB2LRmG+lKsHNoKztaVM0ciERERVQwDIGnU1rP3sSLiDgBg/rue8K5bQ+SKiIiI6N8YAEljTt95gi/+KLmvx9hODdDHS7y5/oiIiOj5GABJI+6m5uCj32IgLxbQy9MR4/0biV0SERERPQcDIL2yjDw5gtdHIz1Xjua1LfEfTvdCRERUpTEA0iuRFysQuukcbqfkwNHSCKuGtuJ0L0RERFUcAyBVmCAImLX7Ko7fSoWJoR5+GdYKdhZGYpdFREREL8AASBW27tRdbDxzDxIJsKi/FzycLMUuiYiIiF4CAyBVyNHYx/h6zzUAwJTubujq4SByRURERPSyGACp3G4lZ2HMpvNQCMD7rWpj9FuuYpdERERE5cAASOWSkSvHqA1nkV1QBN961pjTtxkkEl7xS0REpE0YAOmlFSsEhP5+Dnef5KKWlTGWfeANQ31+hIiIiLQNf3vTS/t+/w0cv5UKIwMpVg71hrWpodglERERUQUwANJL2XUhESuOPbvHb3Ne8UtERKTFGADpha4kZuDz7ZcAAB93qI+A5k4iV0RERESvggGQypSaXYDRG86ioEiBDo1t8WnXxmKXRERERK+IAZCeS16swCcbz+FhRj5ca5rixwEtoMd7/BIREWk9BkB6rq/+uoao+DSYy/SxcmgrWBobiF0SERERaQADIJVqc9Q9/Ho6oeQ2bwO80MDOTOySiIiISEMYAElNTEIapu+6AgCY1KUROrvbi1wRERERaRIDIKl4lJGHD389B3mxgJ7NHBDSsYHYJREREZGGMQCSUkFRMT767RxSswvg5mCO+e82523eiIiIqiEGQFL6es81XLyfDktjA6wc0gqmMn2xSyIiIqJKwABIAICd5x7gt9P3lBd91LExEbskIiIiqiQMgITrjzIx7Y/LAICxnRqiY2M7kSsiIiKiysQAqOMy8uT4+LcY5MsVeKuRLcZ2bih2SURERFTJGAB1mEIh4NNtF3H3SS5qWRnjx/5evNMHERGRDmAA1GErjt1B2LVkGOpJseyDlqhhaih2SURERPQaMADqqFNxqZh/4AYAYHYfD3jWthK3ICIiInptGAB10KOMPIz5/TwUAvCud20MeMNZ7JKIiIjoNWIA1DGFRQp8svEcnuQUoomjBeb0bcrJnomIiHQMA6CO+XbvdZy/lw4LI30s/8AbRgZ6YpdERERErxkDoA7ZdSER607dBQAs7M/JnomIiHQVA6COuJ2Sjak7SyZ7Du3YAJ3d7UWuiIiIiMTCAKgD8uXFCNl4DrmFxfBztcGELo3ELomIiIhExACoA77acw03krJQ08wQPw7gZM9ERES6jgGwmvvr4kNsOnMPEknJeX92FkZil0REREQiYwCsxu6m5ijP+wvp0ADtGtqKXBERERFVBQyA1VRBUTFCfz+H7IIi+LhYY7x/Q7FLIiIioiqCAbCamrv3Bq4kZqKGiQF+HOgFfT3+UxMREVEJpoJqaP+VJOV8fz+87wVHS2NxCyIiIqIqhQGwmrmflovPt18EAHz4lis6utmJXBERERFVNQyA1UhhkQKhv59HZn4RWtSxwqfdGotdEhEREVVBDIDVyPwDN3DxfjosjQ3w08AWMOB5f0RERFQKJoRq4vD1ZKw6Hg8AmP+uJ2rX4H1+iYiIqHQMgNXAo4w8TNpWct5fUBsXdPVwELkiIiIiqsoYALWcQiFg4paLSM+Vo1ktS0zt4S52SURERFTFMQBquVXH7yDyzhOYGOph8cAWMNTnPykRERGVjWlBi11JzMCCg7EAgJkBTVCvpqnIFREREZE2YADUUnmFxRi3+TzkxQK6edjj/VbOYpdEREREWoIBUEt9s/cabqfkwN5Chu/6eUIikYhdEhEREWkJBkAtdPh6Mn47fQ8AsOC95qhhaihyRURERKRNGAC1zOOsfHy+/RIAYGTbemjX0FbkioiIiEjbMABqEUEQ8Nm2S3iSUwg3B3N81p23eiMiIqLyYwDUIhsiExBxMwUyfSkWD2wBmb6e2CURERGRFmIA1BI3k7Pwzd7rAIBpPd3RyN5c5IqIiIhIWzEAaoGComKM/f08CosU6NDYFkP96opdEhEREWkxBkAtMH9/LG4kZcHG1BDfv8spX4iIiOjVMABWcSdvP8EvJ+IBAN+/6wk7cyORKyIiIiJtxwBYheXIgck7rgAAPmhdB53d7UWuiIiIiKoDBsAqShAEbL4jRXJWAerbmuKLnk3ELomIiIiqCQbAKmr7uURcSpPCQE+CHwe0gLEhp3whIiIizWAArILiU3MwZ28sAGB85wZoWstS5IqIiIioOqlwAExLS8PgwYNhYWEBKysrBAcHIzs7u8x18vPzERISAhsbG5iZmSEwMBDJyckqy4wdOxbe3t6QyWTw8vJS20Z4eDj69OkDR0dHmJqawsvLCxs3blRbbtGiRWjcuDGMjY3h7OyMCRMmID8/X2WZJUuWwMXFBUZGRvD19UVUVFT5G1EJvt9/A7mFxWhoocDINi5il0NERETVTIUD4ODBg3H16lWEhYVhz549OHbsGEaPHl3mOhMmTMBff/2Fbdu2ISIiAg8fPkS/fv3UlhsxYgT69+9f6jZOnToFT09P7NixA5cuXUJQUBCGDh2KPXv2KJfZtGkTpkyZgpkzZ+L69etYvXo1tmzZgmnTpimX2bJlCyZOnIiZM2fi3LlzaN68Obp164bHjx9XsCOa812gJ/q3qoXBDRSQSjnlCxEREWmYUAHXrl0TAAjR0dHKsX379gkSiURITEwsdZ309HTBwMBA2LZtm3Ls+vXrAgAhMjJSbfmZM2cKzZs3f6l6evbsKQQFBSkfh4SECJ06dVJZZuLEiUKbNm2Uj318fISQkBDl4+LiYsHJyUmYO3fuS72mIAhCRkaGAEDIyMh46XVeVmFhofDnn38KhYWFGt+2rmJPNY891Tz2VPPYU83T9p5W5u9vbaFfkdAYGRkJKysrtGrVSjnm7+8PqVSKM2fO4J133lFbJyYmBnK5HP7+/soxNzc31KlTB5GRkWjdunVFSgEAZGRkwN3dXfn4zTffxG+//YaoqCj4+Pjgzp072Lt3L4YMGQIAKCwsRExMDKZOnapcRyqVwt/fH5GRkc99nYKCAhQUFCgfZ2ZmAgDkcjnkcnmF6y/Ns+1peru6jD3VPPZU89hTzWNPNU/be6qtdWtShQJgUlIS7OzsVDekrw9ra2skJSU9dx1DQ0NYWVmpjNvb2z93nZexdetWREdHY8WKFcqxQYMGITU1FW3btoUgCCgqKsJHH32kPAScmpqK4uJi2Nurzqtnb2+PGzduPPe15s6di9mzZ6uNHzx4ECYmJhV+D2UJCwurlO3qMvZU89hTzWNPNY891Txt7Wlubq7YJYhOJQBOmTIF8+bNK3OF69evV2pB5XH06FEEBQVh1apV8PDwUI6Hh4fj22+/xdKlS+Hr64u4uDiMGzcOX3/9NaZPn17h15s6dSomTpyofJyZmQlnZ2d07doVFhYWr/Re/k0ulyMsLAxdunSBgYGBRretq9hTzWNPNY891Tz2VPO0vafPjuDpMpUAOGnSJAwfPrzMFVxdXeHg4KB2sURRURHS0tLg4OBQ6noODg4oLCxEenq6yl7A5OTk565TloiICAQEBGDhwoUYOnSoynPTp0/HkCFDMHLkSABAs2bNkJOTg9GjR+OLL75AzZo1oaenp3YF8otqkclkkMlkauMGBgaV9g1QmdvWVeyp5rGnmseeah57qnna2lNtrFnTVAKgra0tbG1tX7iSn58f0tPTERMTA29vbwDAkSNHoFAo4OvrW+o63t7eMDAwwOHDhxEYGAgAiI2Nxb179+Dn51euosPDw9G7d2/Mmzev1CuPc3NzIZWqXuCsp1cykbIgCDA0NIS3tzcOHz6Mvn37AgAUCgUOHz6M0NDQctVCREREpG0qdA6gu7s7unfvjlGjRmH58uWQy+UIDQ3FgAED4OTkBABITExE586dsWHDBvj4+MDS0hLBwcGYOHEirK2tYWFhgTFjxsDPz0/lApC4uDhkZ2cjKSkJeXl5uHDhAgCgSZMmMDQ0xNGjR9G7d2+MGzcOgYGByvMHDQ0NYW1tDQAICAjADz/8gBYtWigPAU+fPh0BAQHKIDhx4kQMGzYMrVq1go+PDxYtWoScnBwEBQVVuJlERERE2qBCARAANm7ciNDQUHTu3BlSqRSBgYFYvHix8nm5XI7Y2FiVEy0XLlyoXLagoADdunXD0qVLVbY7cuRIREREKB+3aNECABAfHw8XFxesX78eubm5mDt3LubOnatcrn379ggPDwcAfPnll5BIJPjyyy+RmJgIW1tbBAQE4JtvvlEu379/f6SkpGDGjBlISkqCl5cX9u/fr3ZhCBEREVF1IxEEQRC7CG2VmZkJS0tLZGRkVMpFIHv37kXPnj15roKGsKeax55qHnuqeeyp5ml7Tyvz97e24L2AiYiIiHQMAyARERGRjmEAJCIiItIxDIBEREREOoYBkIiIiEjHVHgaGCqZVBqonFvKyOVy5ObmIjMzUyuvsKqK2FPNY081jz3VPPZU87S9p89+b+vyRCgMgK8gKysLAODs7CxyJURERFReWVlZsLS0FLsMUXAewFegUCjw8OFDmJubQyKRaHTbmZmZcHZ2xv3793V2jiJNY081jz3VPPZU89hTzdP2ngqCgKysLDg5OandOlZXcA/gK5BKpahdu3alvoaFhYVWfnNVZeyp5rGnmseeah57qnna3FNd3fP3jG7GXiIiIiIdxgBIREREpGMYAKsomUyGmTNnQiaTiV1KtcGeah57qnnsqeaxp5rHnmo/XgRCREREpGO4B5CIiIhIxzAAEhEREekYBkAiIiIiHcMASERERKRjGACroCVLlsDFxQVGRkbw9fVFVFSU2CVptWPHjiEgIABOTk6QSCT4888/xS5Jq82dOxdvvPEGzM3NYWdnh759+yI2NlbssrTasmXL4OnpqZxU18/PD/v27RO7rGrlu+++g0Qiwfjx48UuRavNmjULEolE5cvNzU3ssqgCGACrmC1btmDixImYOXMmzp07h+bNm6Nbt254/Pix2KVprZycHDRv3hxLliwRu5RqISIiAiEhITh9+jTCwsIgl8vRtWtX5OTkiF2a1qpduza+++47xMTE4OzZs+jUqRP69OmDq1evil1atRAdHY0VK1bA09NT7FKqBQ8PDzx69Ej5deLECbFLogrgNDBVjK+vL9544w38/PPPAEruN+zs7IwxY8ZgypQpIlen/SQSCf744w/07dtX7FKqjZSUFNjZ2SEiIgJvvfWW2OVUG9bW1pg/fz6Cg4PFLkWrZWdno2XLlli6dCnmzJkDLy8vLFq0SOyytNasWbPw559/4sKFC2KXQq+IewCrkMLCQsTExMDf3185JpVK4e/vj8jISBErI3q+jIwMACWBhV5dcXExNm/ejJycHPj5+YldjtYLCQlBr169VH6u0qu5desWnJyc4OrqisGDB+PevXtil0QVoC92AfR/qampKC4uhr29vcq4vb09bty4IVJVRM+nUCgwfvx4tGnTBk2bNhW7HK12+fJl+Pn5IT8/H2ZmZvjjjz/QpEkTscvSaps3b8a5c+cQHR0tdinVhq+vL9atW4fGjRvj0aNHmD17Ntq1a4crV67A3Nxc7PKoHBgAiajCQkJCcOXKFZ4DpAGNGzfGhQsXkJGRge3bt2PYsGGIiIhgCKyg+/fvY9y4cQgLC4ORkZHY5VQbPXr0UP6/p6cnfH19UbduXWzdupWnK2gZBsAqpGbNmtDT00NycrLKeHJyMhwcHESqiqh0oaGh2LNnD44dO4batWuLXY7WMzQ0RIMGDQAA3t7eiI6Oxo8//ogVK1aIXJl2iomJwePHj9GyZUvlWHFxMY4dO4aff/4ZBQUF0NPTE7HC6sHKygqNGjVCXFyc2KVQOfEcwCrE0NAQ3t7eOHz4sHJMoVDg8OHDPBeIqgxBEBAaGoo//vgDR44cQb169cQuqVpSKBQoKCgQuwyt1blzZ1y+fBkXLlxQfrVq1QqDBw/GhQsXGP40JDs7G7dv34ajo6PYpVA5cQ9gFTNx4kQMGzYMrVq1go+PDxYtWoScnBwEBQWJXZrWys7OVvnrND4+HhcuXIC1tTXq1KkjYmXaKSQkBJs2bcKuXbtgbm6OpKQkAIClpSWMjY1Frk47TZ06FT169ECdOnWQlZWFTZs2ITw8HAcOHBC7NK1lbm6udl6qqakpbGxseL7qK/j0008REBCAunXr4uHDh5g5cyb09PQwcOBAsUujcmIArGL69++PlJQUzJgxA0lJSfDy8sL+/fvVLgyhl3f27Fl07NhR+XjixIkAgGHDhmHdunUiVaW9li1bBgDo0KGDyvjatWsxfPjw119QNfD48WMMHToUjx49gqWlJTw9PXHgwAF06dJF7NKIVDx48AADBw7EkydPYGtri7Zt2+L06dOwtbUVuzQqJ84DSERERKRjeA4gERERkY5hACQiIiLSMQyARERERDqGAZCIiIhIxzAAEhEREekYBkAiIiIiHcMASERERKRjGACJiIiIdAwDIBFVG8OHD0ffvn1Fe/0hQ4bg22+/fenlU1NTYWdnhwcPHlRiVURE6ngnECLSChKJpMznZ86ciQkTJkAQBFhZWb2eov7h4sWL6NSpExISEmBmZgag5L7TX3zxBcLDw5GWloaaNWvC29sb8+bNg5ubG4CSe6s+ffoUq1evfu01E5HuYgAkIq2QlJSk/P8tW7ZgxowZiI2NVY6ZmZkpg5cYRo4cCX19fSxfvhwAIJfL4e7ujsaNG2P69OlwdHTEgwcPsG/fPvTu3RutW7cGAFy9ehXe3t54+PAhrK2tRaufiHQLDwETkVZwcHBQfllaWkIikaiMmZmZqR0C7tChA8aMGYPx48ejRo0asLe3x6pVq5CTk4OgoCCYm5ujQYMG2Ldvn8prXblyBT169ICZmRns7e0xZMgQpKamPre24uJibN++HQEBAcqxq1ev4vbt21i6dClat26NunXrok2bNpgzZ44y/AGAh4cHnJyc8Mcff2iuWUREL8AASETV2vr161GzZk1ERUVhzJgx+Pjjj/Hee+/hzTffxLlz59C1a1cMGTIEubm5AID09HR06tQJLVq0wNmzZ7F//34kJyfj/ffff+5rXLp0CRkZGWjVqpVyzNbWFlKpFNu3b0dxcXGZNfr4+OD48eOaecNERC+BAZCIqrXmzZvjyy+/RMOGDTF16lQYGRmhZs2aGDVqFBo2bIgZM2bgyZMnuHTpEgDg559/RosWLfDtt9/Czc0NLVq0wJo1a3D06FHcvHmz1NdISEiAnp4e7OzslGO1atXC4sWLMWPGDNSoUQOdOnXC119/jTt37qit7+TkhISEhMppABFRKRgAiaha8/T0VP6/np4ebGxs0KxZM+WYvb09AODx48cASi7mOHr0qPKcQjMzM+UFG7dv3y71NfLy8iCTydQuVAkJCUFSUhI2btwIPz8/bNu2DR4eHggLC1NZztjYWLkHkojoddAXuwAiospkYGCg8lgikaiMPQttCoUCAJCdnY2AgADMmzdPbVuOjo6lvkbNmjWRm5uLwsJCGBoaqjxnbm6OgIAABAQEYM6cOejWrRvmzJmDLl26KJdJS0uDra1txd4gEVEFMAASEf1Dy5YtsWPHDri4uEBf/+V+RHp5eQEArl27pvz/0kgkEri5ueHUqVMq41euXEGHDh0qWDERUfnxEDAR0T+EhIQgLS0NAwcORHR0NG7fvo0DBw4gKCjouRdz2NraomXLljhx4oRy7MKFC+jTpw+2b9+Oa9euIS4uDqtXr8aaNWvQp08f5XK5ubmIiYlB165dK/29ERE9wwBIRPQPTk5OOHnyJIqLi9G1a1c0a9YM48ePh5WVFaTS5//IHDlyJDZu3Kh8XLt2bbi4uGD27Nnw9fVFy5Yt8eOPP2L27Nn44osvlMvt2rULderUQbt27Sr1fRER/RMngiYi0oC8vDw0btwYW7ZsgZ+f30uv17p1a4wdOxaDBg2qxOqIiFRxDyARkQYYGxtjw4YNZU4Y/W+pqano168fBg4cWImVERGp4x5AIiIiIh3DPYBEREREOoYBkIiIiEjHMAASERER6RgGQCIiIiIdwwBIREREpGMYAImIiIh0DAMgERERkY5hACQiIiLSMQyARERERDrmv4GSubx4Zv6QAAAAAElFTkSuQmCC", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8f622acd1b7d42ee97acaa3efdbc9717", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAACIx0lEQVR4nOzdeVhU5dsH8O8MywzILrIpAirigoKCIKTigmKaiVpuFGooZuJGZVnmlr9IzVzKcl8y3CsyU5RQMwVRwX3fcQNRBARkmznvH75MTqCiDB6G+X6uay6b59znnHvuBrk9y3MkgiAIICIiIiKdIRU7ASIiIiJ6tdgAEhEREekYNoBEREREOoYNIBEREZGOYQNIREREpGPYABIRERHpGDaARERERDqGDSARERGRjmEDSERERKRj2AASERER6Rg2gEREREQ6hg0gERERkY5hA0hERESkY9gAEhEREekYNoBEREREOoYNIBEREZGOYQNIREREpGPYABIRERHpGDaARERERDqGDSARERGRjmEDSERERKRj2AASERER6Rg2gEREREQ6hg0gERERkY5hA0hERESkY9gAEhEREekYNoBEREREOoYNIBEREZGOYQNIREREpGPYABIRERHpGDaARERERDqGDSARERGRjmEDSERERKRj2AASERER6Rg2gERV5Nq1a5BIJFi9erVqbNq0aZBIJOIlpWWqa71yc3NhY2OD6OhosVN5Jdq2bYuJEyeKnYZKeT9b1YFSqYS7uzv+97//vfC6xcXFcHR0xA8//FAFmRGVxQaQqrXVq1dDIpGoXnK5HI0bN0ZERATS09PFTq9aOnPmDKZNm4Zr165VKL60ybp3717VJvYU+fn5mDZtGvbu3Vul+yltGp73qkhTsWDBApiammLgwIGqsafV8caNG2jYsCGsrKyQkpLy0vk7OzuXO96xY0dIJBK4urqWuzwuLk712bZs2aIaP3z4MCIiItC8eXPUqlUL9evXR//+/XHhwoUy2/jkk0+waNEipKWlvXT+z1Nav+e9OnbsWGU5VNb69etx48YNREREqI2fPHkSb731FpycnCCXy1G3bl107doV3333nSrGwMAAkZGR+N///oeCgoJXnTrpIH2xEyCqiBkzZsDFxQUFBQXYv38/fvzxR2zfvh2nTp2CsbGx2OlVK2fOnMH06dPRsWPHpzYN1Ul+fj6mT58OAGV+uU+ePBmffvqpRvZTp04drF27ttxlCoUCkZGRyM3NRatWrZ65neLiYixYsAATJkyAnp7eM2Nv3bqFTp06ITMzE3/99Rdat279Qjnv3LkTQUFBZXLds2cPAgMDVWNyuRyXLl3CoUOH4OPjoxYfHR0NuVxepqmYNWsWDhw4gLfffhstW7ZEWloavv/+e7Ru3RoHDx6Eu7u7KrZ3794wMzPDDz/8gBkzZrzQZ6iovn37olGjRqr3ubm5GDVqFPr06YO+ffuqxm1tbeHk5IRHjx7BwMCgSnJ5WXPmzMHAgQNhbm6uGktISECnTp1Qv359jBgxAnZ2drhx4wYOHjyIBQsWYMyYMarYYcOG4dNPP8W6devw3nvvifERSJcIRNXYqlWrBADC4cOH1cYjIyMFAMK6deueum5ubm5Vp/dMV69eFQAIq1atUo1NnTpVqOofu82bNwsAhD179lQovjSnjIyMKs3rvxQKhfDo0SMhIyNDACBMnTr1le7/SZ9//rkAQJg7d+5zY3/99VcBgHDp0iW18f/W8datW4Krq6tgYWFR5vtbEQ8fPhQ6deokdO3aVbh69arg5OQkHDt2TGjTpo0waNAgQalUCoIgCAEBAULz5s0FNzc3Yfz48WrbePTokWBmZib069dPACBs3rxZtezAgQNCYWGhWvyFCxcEmUwmhISElMknIiJCcHJyUu23qlWH78WLSElJEQAIf/31l9p4jx49hDp16ggPHjwos056enqZsTfeeENo3759VaVJpMJTwKSVOnfuDAC4evUqAGDo0KEwMTHB5cuX0aNHD5iamiIkJAQAkJeXhw8//BCOjo6QyWRwc3PDN998A0EQ1LYpkUgQERGB6OhouLm5QS6Xw8vLC/v27Suz/1u3buG9996Dra0tZDIZmjdvjpUrV77UZ1m1ahU6d+4MGxsbyGQyNGvWDD/++GOZOGdnZ7zxxhvYv38/fHx8IJfL0aBBA/z000+qmNWrV+Ptt98GAHTq1El12uxFT6927NgR7u7uOHPmDDp16gRjY2PUrVsXs2fPLhNbWFiIqVOnolGjRpDJZHB0dMTEiRNRWFioFvdkfZs3bw6ZTIbFixejTp06AIDp06er8p02bRqA8q8BrGi9Kio+Ph5RUVHo0aMHJkyY8Nz4mJgYODs7o2HDhk+NuXPnDjp16oS7d+9i165d8Pb2LhOzaNEiNGjQAEZGRvDx8cE///yDjh07qo6CmpiYYPfu3Rg9ejT69OmDO3fu4P3338e3336LdevWlanLoEGDsHHjRiiVStXYH3/8gfz8fPTv37/M/v39/WFoaKg25urqiubNm+Ps2bNl4rt27Yrr16/j2LFjzyoPpk6dCqlUivj4eLXx8PBwGBoa4vjx489cvyLKuwaw9O+A1NRUvPHGGzAxMUHdunWxaNEiAI9Pw3bu3Bm1atWCk5MT1q1bV2a7WVlZGD9+vOrvikaNGmHWrFlqNX2amJgYGBoaokOHDmrjly9fRvPmzWFhYVFmHRsbmzJjXbt2xf79+5GZmfncfRJVBhtA0kqXL18GANSuXVs1VlJSgqCgINjY2OCbb75Bv379IAgC3nzzTcybNw/du3fHt99+Czc3N3z88ceIjIwss92///4b48ePxzvvvIMZM2bg/v376N69O06dOqWKSU9PR9u2bfHXX38hIiICCxYsQKNGjRAWFob58+e/8Gf58ccf4eTkhM8++wxz586Fo6MjPvjgA9UvriddunQJb731Frp27Yq5c+fC0tISQ4cOxenTpwEAHTp0wNixYwEAn332GdauXYu1a9eiadOmL5zXgwcP0L17d3h4eGDu3Llo0qQJPvnkE+zYsUMVo1Qq8eabb+Kbb75Br1698N133yE4OBjz5s3DgAEDymxz9+7dmDBhAgYMGIAFCxagTZs2quatT58+qnyfPOVXmXo9T3p6OkJCQmBnZ4c1a9ZU6IaThISEZ57KTU9PR+fOnZGWloadO3eiTZs25X6GiIgI1KtXD7Nnz0b79u0RHByMmzdvlomVSqVqeT0tx8GDB+POnTtqzf66devQpUuXchuN8giCgPT0dFhbW5dZ5uXlBQA4cODAM7cxefJkeHp6IiwsDA8fPgTw+FT2smXLMGXKFHh4eFQol5ehUCjw+uuvw9HREbNnz4azszMiIiKwevVqdO/eHd7e3pg1axZMTU0RGhqq+gck8PhShICAAPz8888IDQ3FwoUL8dprr2HSpEnl/l3xXwkJCXB3dy9zWtrJyQnJyclqf4c8i5eXFwRBQEJCwot9eKIXJe4BSKJnKz0F/NdffwkZGRnCjRs3hA0bNgi1a9cWjIyMhJs3bwqCIAhDhgwRAAiffvqp2voxMTECAGHmzJlq42+99ZYgkUjUTuMBEAAIR44cUY1dv35dkMvlQp8+fVRjYWFhgr29vXDv3j21bQ4cOFAwNzcX8vPzBUGo+Cng0vgnBQUFCQ0aNFAbc3JyEgAI+/btU43dvXtXkMlkwocffqga08Qp4ICAAAGA8NNPP6nGCgsLBTs7O6Ffv36qsbVr1wpSqVT4559/1La5ePFiAYBw4MAB1RgAQSqVCqdPn1aLfdapvsrU63kUCoXQtWtXQSqVVrhWxcXFgkQiUav3f3N1cnISzMzMhMTExHK3UVhYKNSuXVto06aNUFxcrBpfvXq1AEAICAgQBOHxKeCuXbsKXbt2Fa5cuaJ2Cnjw4MFlTgELgiB4e3sLYWFhgiAIwoMHDwRDQ0NhzZo1wp49e8qcAi7P2rVrBQDCihUryl1uaGgojBo16tlFEgTh5MmTgqGhoTB8+HDhwYMHQt26dQVvb2+1z/s8z/pelPezVfp3wFdffaUae/DggWBkZCRIJBJhw4YNqvFz586V2faXX34p1KpVS7hw4YLavj799FNBT09PSE1NfWa+9erVU/vZKLVr1y5BT09P0NPTE/z8/ISJEycKO3fuFIqKisrdzu3btwUAwqxZs565P6LK4hFA0gqBgYGoU6cOHB0dMXDgQJiYmOC3335D3bp11eJGjRql9n779u3Q09NTHRUr9eGHH0IQBLWjWQDg5+enOtIBAPXr10fv3r2xc+dOKBQKCIKAX375Bb169YIgCLh3757qFRQUhOzs7Be+09PIyEj139nZ2bh37x4CAgJw5coVZGdnq8U2a9YM7du3V72vU6cO3NzccOXKlRfaZ0WYmJjgnXfeUb03NDSEj4+P2r42b96Mpk2bokmTJmq1KD1Fv2fPHrVtBgQEoFmzZpXK60Xq9Sxff/014uLi8Pnnn1f4ztLMzEwIggBLS8unxqSnp8PExAT29vblLj9y5Aju37+PESNGQF//3/vwQkJC1LZrYmKCyMhI7Nq1Cy4uLgAADw8PJCYmYujQoeUeCRw8eDB+/fVXFBUVYcuWLdDT00OfPn0q9NnOnTuH0aNHw8/PD0OGDCk3xtLSskJ3i7u7u2P69OlYvnw5goKCcO/ePaxZs0bt81aV4cOHq/7bwsICbm5uqFWrltppcDc3N1hYWJT5Lrdv3171GUtfgYGBUCgU5V4K8qT79++X+73o2rUrEhMT8eabb+L48eOYPXs2goKCULduXWzdurVMfOk2xLorn3QH7wImrbBo0SI0btwY+vr6sLW1hZubG6RS9X+/6Ovro169empj169fh4ODA0xNTdXGS0+JXr9+XW28vKk0GjdujPz8fGRkZEAqlSIrKwtLly7F0qVLy8317t27L/TZDhw4gKlTpyIxMRH5+flqy7Kzs9XuKKxfv36Z9S0tLfHgwYMX2mdF1KtXr0yTYWlpiRMnTqjeX7x4EWfPnlVdx/df/61FaSNTGS9Sr+dto3379pg6deoL5yD85/rRJ/3888945513VNdy/ff0a+l37sk7XoHH39//3rXdvXv3MtvX09ND165dy933wIED8dFHH2HHjh2Ijo7GG2+8Uea7X560tDT07NkT5ubmqsaxPIIgVHhexo8//hgbNmzAoUOH8NVXX1W68a8IuVxe5rtobm5e7nfZ3Nxc7efm4sWLOHHiRIW/y+V52veiTZs2qsb8+PHj+O233zBv3jy89dZbOHbsmFptSrdRHee/pJqFDSBpBR8fn3IvpH+STCYr0xRqWunF4O+8885Tj5K0bNmywtu7fPkyunTpgiZNmuDbb7+Fo6MjDA0NsX37dsybN6/MxefP+sWsaRXZl1KpRIsWLfDtt9+WG+vo6Kj2/smjdy/jRetVnszMTAwaNAhmZmZYt27dc6dyeZKVlRUkEskzG+6AgABs2rQJffv2RVBQEPbu3VuhpvR5KjKvo729PTp27Ii5c+fiwIED+OWXX567TnZ2Nl5//XVkZWXhn3/+gYODw1Njs7Kyyr0+sDxXrlzBxYsXATy+AeNVeNr/y4p+l7t27frUCa8bN278zH3Xrl37uf8QMzQ0RJs2bdCmTRs0btwYw4YNw+bNm9X+EVK6jYrWmehlsQGkGs3JyQl//fUXHj58qHYk5Ny5c6rlTyr9hfWkCxcuwNjYWHVkwNTUFAqFQm0etpf1xx9/oLCwEFu3blU7uvffU6cv4lUeOWjYsCGOHz+OLl26vPR+X2Q9TdRr6NChuHHjBn7//fcyR4yfR19fHw0bNlS7eaA8vXr1wsqVKzFkyBC88cYb2LVrl6r5Lf3OXbp0CZ06dVKtU1JSgmvXrr3QPyDKM3jwYAwfPhwWFhbo0aPHM2MLCgrQq1cvXLhwAX/99dczj9LdunULRUVFFbqhSKlUYujQoTAzM8P48ePx1Vdf4a233nrmzT1ia9iwIXJzc1/657pJkybP/V48qfQftHfu3FEbL93Gy9y4RfQieA0g1Wg9evSAQqHA999/rzY+b948SCQSvP7662rjiYmJatfwlTYK3bp1g56eHvT09NCvXz/88ssv5d7Vl5GR8UL5lR6ZePJIRHZ2NlatWvVC23lSrVq1ADw+WlPV+vfvj1u3bmHZsmVllj169Ah5eXnP3UbpRN4Vybey9Zo/fz7++OMPjBkzBm+++WaF1vkvPz8/HDly5Llx7777LubPn4/9+/ejX79+KC4uBvD4F3/t2rWxbNkylJSUqOKjo6M1cir/rbfewtSpU/HDDz+UmeblSQqFAgMGDEBiYiI2b94MPz+/Z243OTkZwOPpY57n22+/RUJCApYuXYovv/wS/v7+GDVqVLW+rq1///5ITEzEzp07yyzLyspS+39VHj8/P5w6darM9Ed79uwp9wj99u3bATy+HvFJycnJkEgkz/3/QVRZPAJINVqvXr3QqVMnfP7557h27Ro8PDywa9cu/P777xg/fnyZudzc3d0RFBSEsWPHQiaTqZ7LWfqkCuDxzQN79uyBr68vRowYgWbNmiEzMxMpKSn466+/Xmj+rm7dusHQ0BC9evXCyJEjkZubi2XLlsHGxqbMkYGK8vT0hJ6eHmbNmoXs7GzIZDLVvHma9u6772LTpk14//33sWfPHrz22mtQKBQ4d+4cNm3ahJ07dz731L2RkRGaNWuGjRs3onHjxrCysoK7u7vakyhKVaZeJ06cwCeffAITExN4eHjg559/LjeuZcuWzzwK17t3b6xduxYXLlx47mnBsWPHIjMzE9OnT0doaCiio6NhaGiIadOmYcyYMejcuTP69++Pa9euYfXq1WjYsGGlj+Cam5ur5lF8lg8//BBbt25Fr169kJmZWaYeT94ABDx+pFz9+vWf+6SUs2fP4osvvsDQoUPRq1cvAI/np/T09MQHH3yATZs2vdgHekU+/vhjbN26FW+88QaGDh0KLy8v5OXl4eTJk9iyZQuuXbv2zNOyvXv3xpdffom///4b3bp1U42PGTMG+fn56NOnD5o0aYKioiIkJCRg48aNcHZ2xrBhw9S2ExcXh9dee01tiiuiKiHGrcdEFfW0J4H815AhQ4RatWqVu+zhw4fChAkTBAcHB8HAwEBwdXUV5syZU+aJBgCE0aNHCz///LPg6uoqyGQyoVWrVuVOEZKeni6MHj1acHR0FAwMDAQ7OzuhS5cuwtKlS1UxFZ0GZuvWrULLli0FuVwuODs7C7NmzRJWrlwpABCuXr2qinNychJ69uxZJpeAgADV1CGlli1bJjRo0EDQ09N77pQwT5sGpnRqkScNGTJEcHJyUhsrKioSZs2aJTRv3lyQyWSCpaWl4OXlJUyfPl3Izs5WxZXWtzwJCQmCl5eXYGhoqDY9R2Xq9V+l36XnvZ735InCwkLB2tpa+PLLL9XGn/VElTFjxggAhPfff181tnDhQsHJyUmQyWSCj4+PcODAAcHLy0vo3r37M/f/X0/7f/Wk8qaBKZ3q52mvJykUCsHe3l6YPHnyM/dTUlIitGnTRqhXr56QlZWltmzBggUCAGHjxo0V+lwvMw1MeX8HPK0+5f08PXz4UJg0aZLQqFEjwdDQULC2thb8/f2Fb7755qnTtjypZcuWqml4Su3YsUN47733hCZNmggmJiaCoaGh0KhRI2HMmDFlngSSlZUlGBoaCsuXL3/uvogqSyIIVXD1OJEWkkgkGD16dJnTxUT/9eWXX2LVqlW4ePHiC91E8ixKpRJ16tRB3759yz2lLqaYmBgMHjwYly9ffur0NgSsXbsWo0ePRmpqarlP/nie+fPnY/bs2bh8+XKlb5gieh5eA0hE9IImTJiA3NxcbNiw4aXWLygoKHNd2E8//YTMzMwKz0n4Ks2aNQsRERFs/p4jJCQE9evXf6mn0hQXF+Pbb7/F5MmT2fzRK8FrAImIXpCJickLz/f4pIMHD2LChAl4++23Ubt2baSkpGDFihVwd3dXPcu5OklMTBQ7Ba0glUor/Mi3/zIwMEBqaqqGMyJ6OjaARESvmLOzMxwdHbFw4UJkZmbCysoKoaGh+Prrr5955y4RkabwGkAiIiIiHcNrAImIiIh0DBtAIiIiIh3DBpCIiIhIx/AmkEpQKpW4ffs2TE1NX+nzV4mIiOjlCYKAhw8fwsHBAVKpbh4LYwNYCbdv34ajo6PYaRAREdFLuHHjBurVqyd2GqJgA1gJpqamAB5/gczMzDS67eLiYuzatQvdunWDgYGBRretq1hTzWNNNY811TzWVPO0vaY5OTlwdHRU/R7XRZVuABctWoQ5c+YgLS0NHh4e+O677+Dj4/PU+M2bN+OLL77AtWvX4OrqilmzZqFHjx6q5YIgYOrUqVi2bBmysrLw2muv4ccff4Srq6sqJjMzE2PGjMEff/wBqVSKfv36YcGCBTAxMSmzv0uXLqFVq1bQ09NDVlbWC+XyPKWnfc3MzKqkATQ2NoaZmZlW/nBVR6yp5rGmmseaah5rqnk1paa6fPlWpU58b9y4EZGRkZg6dSpSUlLg4eGBoKCgp86Qn5CQgEGDBiEsLAxHjx5FcHAwgoOD1WZOnz17NhYuXIjFixcjKSkJtWrVQlBQEAoKClQxISEhOH36NOLi4rBt2zbs27cP4eHhZfZXXFyMQYMGoX379i+VCxEREVGNJFSCj4+PMHr0aNV7hUIhODg4CFFRUeXG9+/fX+jZs6famK+vrzBy5EhBEARBqVQKdnZ2wpw5c1TLs7KyBJlMJqxfv14QBEE4c+aMAEA4fPiwKmbHjh2CRCIRbt26pbbtiRMnCu+8846watUqwdzc/IVyqYjs7GwBgJCdnV3hdSqqqKhIiImJEYqKijS+bV3Fmmoea6p5rKnmsaaap+01rcrf39ripU8BFxUVITk5GZMmTVKNSaVSBAYGPvW5kYmJiYiMjFQbCwoKQkxMDADg6tWrSEtLQ2BgoGq5ubk5fH19kZiYiIEDByIxMREWFhbw9vZWxQQGBkIqlSIpKQl9+vQBAOzevRubN2/GsWPH8Ouvv75wLuUpLCxEYWGh6n1OTg6Ax0cai4uLn7reyyjdnqa3q8tYU81jTTWPNdU81lTztL2m2pq3Jr10A3jv3j0oFArY2tqqjdva2uLcuXPlrpOWllZufFpammp56dizYmxsbNQ/hL4+rKysVDH379/H0KFD8fPPPz/12rzn5VKeqKgoTJ8+vcz4rl27YGxs/NT1KiMuLq5KtqvLWFPNY001jzXVPNZU87S1pvn5+WKnILoaeRfwiBEjMHjwYHTo0EGj2500aZLaUcPSu4i6detWJTeBxMXFoWvXrlp9gW11wppqHmuqeayp5rGmmqftNS09g6fLXroBtLa2hp6eHtLT09XG09PTYWdnV+46dnZ2z4wv/TM9PR329vZqMZ6enqqY/95kUlJSgszMTNX6u3fvxtatW/HNN98AeHxnsVKphL6+PpYuXYr33nvvubmURyaTQSaTlRk3MDCosh+Aqty2rmJNNY811TzWVPNYU83T1ppqY86a9tJ3ARsaGsLLywvx8fGqMaVSifj4ePj5+ZW7jp+fn1o88PjwcWm8i4sL7Ozs1GJycnKQlJSkivHz80NWVhaSk5NVMbt374ZSqYSvry+Ax9f3HTt2TPWaMWMGTE1NcezYMdU1gs/LhYiIiKimqtQp4MjISAwZMgTe3t7w8fHB/PnzkZeXh2HDhgEAQkNDUbduXURFRQEAxo0bh4CAAMydOxc9e/bEhg0bcOTIESxduhTA4/l4xo8fj5kzZ8LV1RUuLi744osv4ODggODgYABA06ZN0b17d4wYMQKLFy9GcXExIiIiMHDgQDg4OKhinnTkyBFIpVK4u7urxp6XCxEREVFNVakGcMCAAcjIyMCUKVOQlpYGT09PxMbGqm6uSE1NVXvGnr+/P9atW4fJkyfjs88+g6urK2JiYtQas4kTJyIvLw/h4eHIyspCu3btEBsbC7lcroqJjo5GREQEunTpopoIeuHChS+Ue0VyISIiIqqJJIIgCGInoa1ycnJgbm6O7OzsKrkJZPv27ejRowevVdAQ1lTzWFPNY001jzXVPG2vaVX+/tYWlXoSCBERERFpHzaARERERDqGDWA1lHw9E0NWHcGRDAkKihVip0NEREQ1DBvAamjT4ZtIuJKJtZf04D/7b3z+20kcu5EFXq5JREREmlAjnwSi7SI6N4KtqSF+TriEzIISRCelIjopFY1tTfC2lyOCW9VFHdOyE1ITERERVQQbwGrI0coYYzo3hMuj86jd1Be/Hr2DHafScCE9F//bfhazYs+hUxMb9Pd2REe3OjDQ44FcIiIiqjg2gNWYVAL4NaiNDm52mP6oGNtO3MbmIzdx7EYW4s6kI+5MOqxNZOjbui7e9qoHV1tTsVMmIiIiLcAGUEuYGxkgxNcJIb5OuJj+EJuTb+LXlJu4l1uIpfuuYOm+K/B0tEB/b0e84WEPM7n2zctERERErwYbQC3kamuKz3o0xcdBbth7PgObjtzAnnN3cexGFo7dyMKMbafxurs93vaqh7YNakMqlYidMhEREVUjbAC1mIGeFF2b2aJrM1tkPCxEzNFb2HTkBi7ezcVvR2/ht6O3UM/SCG951cNbXvVQz9JY7JSJiIioGmADWEPUMZVhRIcGGN7eBcdvZmPzkRvYeuw2bj54hPl/XcSC+Ivo2LgOBvs6oZNbHejzxhEiIiKdxQawhpFIJPB0tICnowW+eKMZdp5Ow8bDN5Bw+T72nM/AnvMZsDOTY0AbRwxo4wgHCyOxUyYiIqJXjA1gDSY30ENvz7ro7VkX1+7lYf2hVGxOvom0nAIsiL+I73ZfROcmNhjsWx8BjW2gx2sFiYiIdAIbQB3hbF0Lk3o0RWS3xth5Oh3rkq7j4JVM/HX2Lv46exd1LYxURwVtzeRip0tERERViA2gjpHp6+FNDwe86eGAyxm5WJ+Uii0pN3Er6xG+jbuABfEX0eX/jwp2cK3DO4iJiIhqIDaAOqxhHRNMfqMZPgpyQ+ypNKxLSsWha5nYdSYdu86ko56lEQb51Mfb3vVgY8qjgkRERDUFG0CC3EAPwa3qIrhVXVxMf4h1h1LxS/JN3HzwCHN2nse8uAvo2swWg33r47WG1jwqSEREpOXYAJIaV1tTTO3VHJ90b4I/T9zBukOpSL7+ADtOpWHHqTQ41TbGu22d8La3I8yN+LQRIiIibcQGkMolN9BDP6966OdVD+fTHmJd0nX8evQWrt/Px8w/z+LbuAvo06ouhvg7ozGfQUxERKRVOBswPZebnSmm93ZH0mdd8FWfFnCzNUV+kQLRSanoNm8fBi09iNhTaShRKMVOlYiIiCqARwCpwowN9THYtz4G+Tji4JVMrEm4hl1n0pB45T4Sr9xHXQsjvNPWCQPaOMKqlqHY6RIREdFTsAGkFyaRSODXsDb8GtbGraxHiD54HesPpeJW1iPMij2H+X9dwJseDhji7wz3uuZip0tERET/wQaQKqWuhREmdm+CsV1c8cfx21iTeA2nbuVgc/JNbE6+CW8nSwzxd0Z3dzsY8PnDRERE1QIbQNIIuYEe3vZ2xFte9ZCS+gCrE65jx8k7OHL9AY5cfwAbUxlCfJ0wyNeRcwoSERGJjA0gaZREIoGXkxW8nKxwt2dTRCelIjopFXcfFmLeXxfw/Z6L6NnCHkP8ndGqvqXY6RIREekkNoBUZWzM5JjQtTFGd2qEHafuYHXCNRxNzULMsduIOXYb3k6WGN7eBV2b2UGPk0sTERG9MmwAqcoZ6kvR27MuenvWxYmbWVidcA1/HL+tOj3sVNsY773mgre968HYkF9JIiKiqsar8umValnPAt/298SBTzpjdKeGMDcywPX7+Zi69TT8onZjduw53M0pEDtNIiKiGo0NIInCxkyOj4OaIHFSZ8zo3RxOtY2R/agYP+y9jNdm7caHm47j7J0csdMkIiKqkXi+jURlbKiPUD9nhPg6Ie5MOpb/cwVHrj/ALyk38UvKTbR3tcbw9g3QwdUaEgmvEyQiItIENoBULehJJejubofu7nY4mvoAy/+5ih2n7uCfi/fwz8V7aGxrguHtGqB3KwfI9PXETpeIiEir8RQwVTut6ltiUUhr/P1xJwx7zRm1DPVwIT0XE385gde+3oPv4i/iQV6R2GkSERFprUo3gIsWLYKzszPkcjl8fX1x6NChZ8Zv3rwZTZo0gVwuR4sWLbB9+3a15YIgYMqUKbC3t4eRkRECAwNx8eJFtZjMzEyEhITAzMwMFhYWCAsLQ25urmr5+fPn0alTJ9ja2kIul6NBgwaYPHkyiouLVTGrV6+GRCJRe8nlnKC4OnG0MsbUXs2RMKkLPn29CezM5LiXW4i5cRfg93U8JsecxNV7eWKnSUREpHUq1QBu3LgRkZGRmDp1KlJSUuDh4YGgoCDcvXu33PiEhAQMGjQIYWFhOHr0KIKDgxEcHIxTp06pYmbPno2FCxdi8eLFSEpKQq1atRAUFISCgn/vDA0JCcHp06cRFxeHbdu2Yd++fQgPD1ctNzAwQGhoKHbt2oXz589j/vz5WLZsGaZOnaqWj5mZGe7cuaN6Xb9+vTLloCpibmSA9wMaYt/ETpg3wAPN7M1QUKzEzwdT0XnuXoyOTsGpW9lip0lERKQ9hErw8fERRo8erXqvUCgEBwcHISoqqtz4/v37Cz179lQb8/X1FUaOHCkIgiAolUrBzs5OmDNnjmp5VlaWIJPJhPXr1wuCIAhnzpwRAAiHDx9WxezYsUOQSCTCrVu3nprrhAkThHbt2qner1q1SjA3N6/4hy1Hdna2AEDIzs6u1HbKU1RUJMTExAhFRUUa37a2UyqVwoFLGcLQlUmC0yfbVK/QFUlC0pX7T12PNdU81lTzWFPNY001T9trWpW/v7XFS98EUlRUhOTkZEyaNEk1JpVKERgYiMTExHLXSUxMRGRkpNpYUFAQYmJiAABXr15FWloaAgMDVcvNzc3h6+uLxMREDBw4EImJibCwsIC3t7cqJjAwEFKpFElJSejTp0+Z/V66dAmxsbHo27ev2nhubi6cnJygVCrRunVrfPXVV2jevPlTP3NhYSEKCwtV73NyHk9TUlxcrHZ6WRNKt6fp7dYUbeqbo807rXAu7SGW7LuK7afS8PeFDPx9IQNe9S0wsoMLOjZWv3OYNdU81lTzWFPNY001T9trqq15a9JLN4D37t2DQqGAra2t2ritrS3OnTtX7jppaWnlxqelpamWl449K8bGxkb9Q+jrw8rKShVTyt/fHykpKSgsLER4eDhmzJihWubm5oaVK1eiZcuWyM7OxjfffAN/f3+cPn0a9erVKzf/qKgoTJ8+vcz4rl27YGxsXO46lRUXF1cl261JupoArTyB+NtSJN2VIDk1C+E/H0VdYwGBdZXwrC3gySfNsaaax5pqHmuqeayp5mlrTfPz88VOQXQ1ehqYjRs34uHDhzh+/Dg+/vhjfPPNN5g4cSIAwM/PD35+fqpYf39/NG3aFEuWLMGXX35Z7vYmTZqkdgQzJycHjo6O6NatG8zMzDSae3FxMeLi4tC1a1cYGBhodNs1VSiA9JwCrEq4jvWHb+JWvgJrLuphz30jhLd3wRvN6+DvPfGsqQbxe6p5rKnmsaaap+01LT2Dp8teugG0traGnp4e0tPT1cbT09NhZ2dX7jp2dnbPjC/9Mz09Hfb29moxnp6eqpj/3mRSUlKCzMzMMvt1dHQEADRr1gwKhQLh4eH48MMPoadXdh45AwMDtGrVCpcuXXrqZ5bJZJDJZOWuW1U/AFW57ZqoXm0DfNHLHWO6NMaahOtYlXAVqZmPMPn3M/hutwxtrSQIUEpgzJpqFL+nmseaah5rqnnaWlNtzFnTXvouYENDQ3h5eSE+Pl41plQqER8fr3Zk7Ul+fn5q8cDjw8el8S4uLrCzs1OLycnJQVJSkirGz88PWVlZSE5OVsXs3r0bSqUSvr6+T81XqVSiuLgYSqWy3OUKhQInT55UazxJe1kYG2JcoCsOfNIZk3s2hZ2ZHOkPC/H7dT10nPsP5sVd4FyCRESksyp1CjgyMhJDhgyBt7c3fHx8MH/+fOTl5WHYsGEAgNDQUNStWxdRUVEAgHHjxiEgIABz585Fz549sWHDBhw5cgRLly4FAEgkEowfPx4zZ86Eq6srXFxc8MUXX8DBwQHBwcEAgKZNm6J79+4YMWIEFi9ejOLiYkRERGDgwIFwcHAAAERHR8PAwAAtWrSATCbDkSNHMGnSJAwYMEDV9c+YMQNt27ZFo0aNkJWVhTlz5uD69esYPnx4ZUpC1UwtmT6Gt2+Ad/2c8MuRVMyLPY2MR8VYEH8Ry/65gsE+9TGiQwPYmnEOSCIi0h2VagAHDBiAjIwMTJkyBWlpafD09ERsbKzqJo7U1FRIpf8eZPT398e6deswefJkfPbZZ3B1dUVMTAzc3d1VMRMnTkReXh7Cw8ORlZWFdu3aITY2Vm2S5ujoaERERKBLly6QSqXo168fFi5c+O+H0tfHrFmzcOHCBQiCACcnJ0RERGDChAmqmAcPHmDEiBFIS0uDpaUlvLy8kJCQgGbNmlWmJFRNyfT18LZXPRilnYC0fmss+ecaztzJwfL9V/HTwesY2MYR7wc0hIOFkdipEhERVTmJIAiC2Eloq5ycHJibmyM7O7tKbgLZvn07evTowWsVNOTJmurr6+PvCxlYtOcSDl97AAAw0JPgbW9HjApoCEerqrmru6bh91TzWFPNY001T9trWpW/v7VFjb4LmOhpJBIJOrrZIKBxHRy8kokF8Rdw8Eom1iWlYtPhG+jXuh5Gd2qE+rXZCBIRUc1T6WcBE2kziUQCv4a1sSHcDxvD26JdI2uUKAVsPHIDnebuxUebj/N5w0REVOPwCCDR//NtUBu+DWoj+XomFsZfwt8XMrAl+SZ+TbmJ3p51MbpTIzSyMRE7TSIiokrjEUCi//ByssKa93wQM/o1dGliA6UA/Hb0FrrO+xvjNxzFlYxcsVMkIiKqFDaARE/h6WiBFUPb4I+IdujazBaCAMQcu43Ab//GR5uPI/U+HyVERETaiQ0g0XO0qGeOZaHe2DamneqI4Jbkm+g8dy8+/eUEbj5gI0hERNqFDSBRBbnXNceKoW0QM/o1BDSugxKlgA2Hb6DTN3vx+W8ncTvrkdgpEhERVQgbQKIX5OlogTXv+eCXUX5o18gaxQoB0Ump6DhnL6b+fgp3cwrETpGIiOiZ2AASvSQvJyv8PNwXG8PbwtfFCkUKJdYkXkeHOXsQteMsnzVMRETVFhtAokrybVAbG8LbYt1wX7Sub4GCYiWW/H0FHWbvwXfxF5FbWCJ2ikRERGrYABJpgEQigX8ja/wyyh8rh3qjqb0ZHhaWYG7cBQTM3oMV+6+ioFghdppEREQA2AASaZREIkHnJrb4c0w7LBzUCs61jXE/rwhfbjuDzt/sxcbDqShRKMVOk4iIdBwbQKIqIJVK8KaHA+IiA/B13xawN5fjdnYBPvnlJLrN24c/jt+GUimInSYREekoNoBEVchAT4qBPvWx56OOmNyzKaxqGeLKvTyMWX8Ub3y3H3vP34UgsBEkIqJXiw0g0SsgN9DD8PYNsG9iJ0R2bQxTmT7O3MnB0FWH8c6KJJy6lS12ikREpEPYABK9QiYyfYzt4op9EztheDsXGOpJceDSfbzx3X6M23AUNzL5VBEiIqp6bACJRGBZyxCT32iG+A8D0KdVXQDA78duo8vcvzFz2xnOIUhERFWKDSCRiBytjDFvgCe2jWmHdo2sUaRQYvn+q+gwZw8W/32ZU8cQEVGVYANIVA241zXHz8N98dN7Po/nECwowdc7zqHTN3uxJfkmFLxjmIiINIgNIFE10qFxHWwb0w5z3/aAg7kcd7IL8NHm4+i58B/eMUxERBrDBpComtGTStDPqx52f9QRk15vAjO5Ps6lPeQdw0REpDFsAImqKbmBHkYGNMS+iZ0woj3vGCYiIs1hA0hUzVkYG+LznuXfMfy/P88g+1GxyBkSEZG2YQNIpCXKu2N42T9X0XHOHvyUeI3PGCYiogpjA0ikZUrvGF49rA1cbUzwIL8YU34/je4L/sGe83fFTo+IiLQAG0AiLdXRzQY7xrXHl72bw9LYAJfu5mLYqsMIXXkIF9Ifip0eERFVY2wAibSYvp4U7/o5Y+/Hj28UMdCTYN+FDLy+4B9MjjmJ+7mFYqdIRETVEBtAohrA3MgAn/dshrgJAQhqbguFUsDPB1PRcc5eLN13GUUlvD6QiIj+xQaQqAZxtq6FJe96Y/2ItmjuYIaHhSX4avs5dJ+/D3vO8fpAIiJ6jA0gUQ3k17A2tka0w+x+LWFtYogr9/IwbPVhDFt1CFcycsVOj4iIRMYGkKiG0pNK0L+NI3Z/1BHhHRrAQE+CPeczEDR/H/735xnkFHD+QCIiXcUGkKiGM5Mb4LMeTbFzfAd0cquDYoWAZf9cRedv9mLT4RtQKvl8YSIiXVPpBnDRokVwdnaGXC6Hr68vDh069Mz4zZs3o0mTJpDL5WjRogW2b9+utlwQBEyZMgX29vYwMjJCYGAgLl68qBaTmZmJkJAQmJmZwcLCAmFhYcjN/fe01vnz59GpUyfY2tpCLpejQYMGmDx5MoqL1Y94PC8XopqkQR0TrBrmg1VD26CBdS3cyy3CxF9OoPeiA0i+/kDs9IiI6BWqVAO4ceNGREZGYurUqUhJSYGHhweCgoJw9275F5snJCRg0KBBCAsLw9GjRxEcHIzg4GCcOnVKFTN79mwsXLgQixcvRlJSEmrVqoWgoCAUFBSoYkJCQnD69GnExcVh27Zt2LdvH8LDw1XLDQwMEBoail27duH8+fOYP38+li1bhqlTp75QLkQ1UacmNogd3wGf92gKE5k+Tt7KRr8fE/DR5uO4x2ljiIh0g6mpqdChQwdh5syZwq1bt4QX4ePjI4wePVr1XqFQCA4ODkJUVFS58f379xd69uypNubr6yuMHDlSEARBUCqVgp2dnTBnzhzV8qysLEEmkwnr168XBEEQzpw5IwAQDh8+rIrZsWOHIJFInpn/hAkThHbt2lU4l4rIzs4WAAjZ2dkVXqeiioqKhJiYGKGoqEjj29ZVrGlZd3MKhI82HROcPtkmOH2yTXCfGius2n9FKC5RVGh91lTzWFPNY001T9trWpW/v7WFdPny5QgICMBff/2FBg0a4P3330dGRsZzG8eioiIkJycjMDBQNSaVShEYGIjExMRy10lMTFSLB4CgoCBV/NWrV5GWlqYWY25uDl9fX1VMYmIiLCws4O3trYoJDAyEVCpFUlJSufu9dOkSYmNjERAQUOFciHRBHVMZ5rztgV9G+cO9rhkeFpRg2h9n8MZ3+3H4WqbY6RERURXR79+/P/r37w8AuHXrFr777jv8/PPPmDBhwjNXvHfvHhQKBWxtbdXGbW1tce7cuXLXSUtLKzc+LS1Ntbx07FkxNjY26h9CXx9WVlaqmFL+/v5ISUlBYWEhwsPDMWPGjArnUp7CwkIUFv57iiwnJwcAUFxcXOb6wsoq3Z6mt6vLWNOna+lggi3hvthw5Cbm/XUR59Ie4u3FiejtYY+JQY1hYyordz3WVPNYU81jTTVP22uqrXlrkv6Tb+rWrYuvv/5arFw0buPGjXj48CGOHz+Ojz/+GN988w0mTpz40tuLiorC9OnTy4zv2rULxsbGlUn1qeLi4qpku7qMNX06SwATmwPbUqU4eFeC34/fQeyp23i9nhId7AToPeWqYdZU81hTzWNNNU9ba5qfny92CqLTf35I+aytraGnp4f09HS18fT0dNjZ2ZW7jp2d3TPjS/9MT0+Hvb29Woynp6cq5r83mZSUlCAzM7PMfh0dHQEAzZo1g0KhQHh4OD788EPo6ek9N5fyTJo0CZGRkar3OTk5cHR0RLdu3WBmZvbU9V5GcXEx4uLi0LVrVxgYGGh027qKNa24/gCO38zGjG1nceJWDmKu6+HMIxNMf7MpvJ0sVXGsqeaxpprHmmqette09AyeLlM1gHl5eZg7dy6mTJlSoRUNDQ3h5eWF+Ph4BAcHAwCUSiXi4+MRERFR7jp+fn6Ij4/H+PHjVWNxcXHw8/MDALi4uMDOzg7x8fGqhi8nJwdJSUkYNWqUahtZWVlITk6Gl5cXAGD37t1QKpXw9fV9ar5KpRLFxcVQKpXQ09N7bi7lkclkkMnKngozMDCosh+Aqty2rmJNK8bbxRoxo9th45EbmB17Dhfu5mLQ8sN426sePn29CWqb/PuzwJpqHmuqeayp5mlrTbUxZ01TNYC5ubmYPn16hRtAAIiMjMSQIUPg7e0NHx8fzJ8/H3l5eRg2bBgAIDQ0FHXr1kVUVBQAYNy4cQgICMDcuXPRs2dPbNiwAUeOHMHSpUsBABKJBOPHj8fMmTPh6uoKFxcXfPHFF3BwcFA1mU2bNkX37t0xYsQILF68GMXFxYiIiMDAgQPh4OAAAIiOjoaBgQFatGgBmUyGI0eOYNKkSRgwYIDqf/rzciEiQCqVYJBPfXRvbodZseew4fANbE6+ibiz6fikexP09Xj6EXMiIqq+9I8ePYpWrVq91MoDBgxARkYGpkyZgrS0NHh6eiI2NlZ1c0Vqaiqk0n8vGvL398e6deswefJkfPbZZ3B1dUVMTAzc3d1VMRMnTkReXh7Cw8ORlZWFdu3aITY2FnK5XBUTHR2NiIgIdOnSBVKpFP369cPChQv//VD6+pg1axYuXLgAQRDg5OSEiIgItRtbKpILET1mWcsQX/dribe96+Hz307hXNpDTPr1JDYdTkVXy+evT0RE1YvE0tJS2LlzJ+rXrw8HBwcoFAqxc9IaOTk5MDc3R3Z2dpVcA7h9+3b06NGDh6o1hDXVjBKFEqsTrmFe3AXkFSkghYAh/s74MKgJTGQvfVkx/T9+TzWPNdU8ba9pVf7+1hbSzz77DN26dUNCQoLYuRCRFtDXk2J4+wb468MAvN7cFkpIsCrhOrrM3YvtJ+9AEPhsYSKi6k7/o48+glKpxKBBg8TOhYi0iL25ERYO9MDc6B3YftcEqZmP8EF0Cjo3scGM3s1Rz7JqpkYiIqLKkwKPr7ubPn066tevL3Y+RKRlmloK+DPCH2M7N4KBngS7z91Ft3n7sPyfKyhRKMVOj4iIyqG6Q+OTTz7B1atXxcyFiLSU3EAPkd3csGNce/g4WyG/SIGZf55F8A8HcPJmttjpERHRfzxlXn8iohfXyMYUG8Lb4uu+LWAm18epWznovWg/ZvxxBnmFJWKnR0RE/0+/c+fOagO7d+8WKRUiqgmkUgkG+tRHl6a2+HLbGWw9fhsrD1xF7Kk7mNHbHYHNbJ+/ESIiqlL6Hh4eYudARDVQHVMZFg5qhb6t6+KL30/hRuYjDP/pCF53t8P0N5vDxkz+/I0QEVGV0J83b57YORBRDdbRzQa7xgdgfvwFLP/nKnacSsP+S/fweY+mGNDGERKJROwUiYh0jnTx4sV8KDIRVSkjQz1Mer0p/ohoh5b1zPGwoASf/noSIcuTcP1+ntjpERHpHOnKlSvh4ODAJpCIqlwzBzP8Osofn/doCrmBFAmX7yNo/j4s3XeZU8YQEb1C0rNnz8Ld3V0rH+VCRNpHX0+KER0aYOf4DvBvWBsFxUp8tf0c+v6YgDO3+Q9RIqJXQZqUlISDBw/CyMhI7FyISIc41a6F6OG+mNWvBUzl+jhxMxtvfr8fc3aeQ0Exn0lORFSVpM2aNRM7ByLSURKJBAPa1Ed8ZAC6N7dDiVLAoj2X0WPhP0i+nil2ekRENZZ+69at1QZSUlJESoWIdJWNmRyL3/VC7Kk7+OL307iSkYe3Fifivddc8FE3NxgZ6omdIhFRjaLfu3dvsXMgIgIAdHe3h18Da3z55xlsSb6JFfuvIv5sOma/5QEfFyux0yMiqjH0p06dKnYOREQq5sYG+OZtD/RsaY9Jv5zEtfv5GLA0EUP8nDGxuxuMDfXFTpGISOvxWcBEVC11crPBrsgOGNjGEYIArE64hu7z/0Hi5ftip0ZEpPXYABJRtWUmN8DX/Vrip/d84GAuR2pmPgYtO4gvYk4hr7BE7PSIiLQWG0AiqvY6NK6DnRM6YLBvfQDA2oPX0W3ePiRcuidyZkRE2knauXNnsXMgInouU7kBvurTAtHDfVHP0gi3sh5h8PIkTNt6GvlFPBpIRPQipLt37xY7ByKiCnutkTV2ju+AkP8/Grg64Rp6LOC8gUREL4KngIlI69SS6eN/fVpgzXs+sDOT49r9fLy9OBFRO87yKSJERBXABpCItFbA/18b2K91PSgFYMnfV9Dru/04eTNb7NSIiKo1NoBEpNXMjQwwt78Hlr7rBWsTQ1y8m4vgHw5gXtwFFCuUYqdHRFQtqR4FJ5FIIJfL0ahRIwwdOhSdOnUSOTUioorr1twO3s5W+CLmFP48eQcL4i/ir7PpmDfAE41tTcVOj4ioWpF26tQJJiYmuHz5Mtq0aYM7d+4gMDAQv//+u9i5ERG9EKtahlgU0hrfDWoFC2MDnL6dgze+24/l/1yBUimInR4RUbUhnTt3Lvbt24ePPvoIeXl52LVrFyZPnowvv/xS7NyIiF5KLw8H7BrfAR3d6qCoRImZf57FOyuScDvrkdipERFVC6prAAcOHIhNmzYBAAYNGoTz58+LlhQRUWXZmMmxamgbzAx2h5GBHhIu30fQ/H34/dgtCAKPBhKRblM1gAkJCZDL5QAApVKp+m8iIm0lkUjwTlsn/Dm2HTwcLfCwoATjNhzDmPVHkZVfJHZ6RESikf78888YN24cRo0ahbFjxwIAdu7cCU9PT3EzIyLSkAZ1TPDL+36YENgYelIJtp24g6D5+/DPxQyxUyMiEoV07NixOHToEJYtW4bPP/8cAPD+++/jjz/+EDk1IiLN0deTYlygK34d5Y8G1rWQnlOId1ccwrStp/GoiJNHE5FukWZmZiIxMRGDBw/GmTNnAABGRkY8BUxENZKHowX+HNseoX5OAB4/Su6N7/7BqVucPJqIdIfqGsAzZ86gc+fOL7yBRYsWwdnZGXK5HL6+vjh06NAz4zdv3owmTZpALpejRYsW2L59u9pyQRAwZcoU2Nvbw8jICIGBgbh48aJaTGZmJkJCQmBmZgYLCwuEhYUhNzdXtXzv3r3o3bs37O3tUatWLXh6eiI6OlptG6tXr4ZEIlF7sekl0g1GhnqY0dsdq4e1QR1TGS5n5KHPDwewbB+niyEi3SAFgLNnz6Jz587w9/d/oZU3btyIyMhITJ06FSkpKfDw8EBQUBDu3r1bbnxCQgIGDRqEsLAwHD16FMHBwQgODsapU6dUMbNnz8bChQuxePFiJCUloVatWggKCkJBQYEqJiQkBKdPn0ZcXBy2bduGffv2ITw8XG0/LVu2xC+//IITJ05g2LBhCA0NxbZt29TyMTMzw507d1Sv69evv9DnJyLt1tHNBjvHd0BgU1sUKwT8b/tZDFl1COk5Bc9fmYhIm509e1aws7MTevfuLZSUlAgvwsfHRxg9erTqvUKhEBwcHISoqKhy4/v37y/07NlTbczX11cYOXKkIAiCoFQqBTs7O2HOnDmq5VlZWYJMJhPWr18vCIIgnDlzRgAgHD58WBWzY8cOQSKRCLdu3Xpqrj169BCGDRumer9q1SrB3Ny84h+2HNnZ2QIAITs7u1LbKU9RUZEQExMjFBUVaXzbuoo11byaUlOlUin8fPCa4DZ5u+D0yTbBc/pOYdfpNFFyqSk1rU5YU83T9ppW5e9vbSHt1KkT2rRpgy1btkBPT6/CjWNRURGSk5MRGBioGpNKpQgMDERiYmK56yQmJqrFA0BQUJAq/urVq0hLS1OLMTc3h6+vryomMTERFhYW8Pb2VsUEBgZCKpUiKSnpqflmZ2fDyspKbSw3NxdOTk5wdHRE7969cfr06Qp+eiKqSSQSCUJ8nbBtTDs0szfDg/xijPjpCD7/7SRvECGiGknfy8sLW7Zsgb6+/guteO/ePSgUCtja2qqN29ra4ty5c+Wuk5aWVm58Wlqaannp2LNibGxs1D+Evj6srKxUMf+1adMmHD58GEuWLFGNubm5YeXKlWjZsiWys7PxzTffwN/fH6dPn0a9evXK3U5hYSEKCwtV73NycgAAxcXFKC4uLnedl1W6PU1vV5expppX02rqZCnHpnAfzPvrIlYcuI7opFQkXr6Pb99ugeYOZq8kh5pW0+qANdU8ba+ptuatSfq//fYbDAwMxM6jyuzZswfDhg3DsmXL0Lx5c9W4n58f/Pz8VO/9/f3RtGlTLFmy5KmPwYuKisL06dPLjO/atQvGxsaaTx5AXFxclWxXl7GmmlfTatoSwAdNJfj5khRX7uWh3+JEvFFfiY72AqSSV5NDTatpdcCaap621jQ/P1/sFESn/9+jbZmZmRVa0draGnp6ekhPT1cbT09Ph52dXbnr2NnZPTO+9M/09HTY29urxZROTG1nZ1fmJpOSkhJkZmaW2e/ff/+NXr16Yd68eQgNDX3m5zEwMECrVq1w6dKlp8ZMmjQJkZGRqvc5OTlwdHREt27dYGam2aMDxcXFiIuLQ9euXWt0g/4qsaaaV5Nr2gPAkLwifB5zGn+dy8Dv1/XwwLA2Zvd1R20TWZXttybXVCysqeZpe01Lz+DpMv158+a91IqGhobw8vJCfHw8goODATx+hFx8fDwiIiLKXcfPzw/x8fEYP368aiwuLk51JM7FxQV2dnaIj49XNXw5OTlISkrCqFGjVNvIyspCcnIyvLy8AAC7d++GUqmEr6+vart79+7FG2+8gVmzZqndIfw0CoUCJ0+eRI8ePZ4aI5PJIJOV/YvfwMCgyn4AqnLbuoo11byaWlNbCwMsG9IG0Ump+HLbGey7eB+9fjiIef090c7Vukr3XVNrKibWVPO0tabamLOm6Q8ZMuSlV46MjMSQIUPg7e0NHx8fzJ8/H3l5eRg2bBgAIDQ0FHXr1kVUVBQAYNy4cQgICMDcuXPRs2dPbNiwAUeOHMHSpUsBPL4Qe/z48Zg5cyZcXV3h4uKCL774Ag4ODqoms2nTpujevTtGjBiBxYsXo7i4GBERERg4cCAcHBwAPD7t+8Ybb2DcuHHo16+f6tpAQ0ND1Y0gM2bMQNu2bdGoUSNkZWVhzpw5uH79OoYPH/7S9SCimqf0ecJtnK0QsS4FF+/m4t2VSXg/oCEiuzaGgZ70+RshIqpmKvU314ABA/DNN99gypQp8PT0xLFjxxAbG6u6iSM1NRV37txRxfv7+2PdunVYunQpPDw8sGXLFsTExMDd3V0VM3HiRIwZMwbh4eFo06YNcnNzERsbqzZJc3R0NJo0aYIuXbqgR48eaNeunaqJBIA1a9YgPz8fUVFRsLe3V7369u2rinnw4AFGjBiBpk2bokePHsjJyUFCQgKaNWtWmZIQUQ3lZmeKrRHtMMinPgQB+HHvZfRfkogbmbyWiIi0j0QQBNW09xcvXsS3334LJycnfPrpp2LmpRVycnJgbm6O7OzsKrkGcPv27ejRowcPVWsIa6p5ulrTP0/cwae/nsDDghKYyvXxdd+W6NnS/vkrVoCu1rQqsaaap+01rcrf39pCunz5ckRGRsLHxweenp4wMzNTXW9HRERl9Wxpj+1j26N1fQs8LCjB6HUpmPTrCc4ZSERaQzpt2jRcvHgRoaGhuHnzJmbNmgVzc3Ox8yIiqtYcrYyxcaQfPujYEBIJsP7QDbz5/X5cTH8odmpERM+lf/PmTbFzICLSSgZ6Ukzs3gSvNbLG+I3HcPFuLt78/gC+DHbHW17lTyhPRFQd8PY1IqJKeq2RNbaPbY92jazxqFiBjzYfx0ebjyO/qETs1IiIysUGkIhIA+qYyrDmPR982LUxpBJgS/JN9P7+AC7wlDARVUNsAImINERPKsGYLq5YN6ItbExl/39KeD82H7khdmpERGrYABIRaVjbBrWxfVx7tHe1RkGxEh9vOYEPN/GUMBFVH2wAiYiqgLWJDGuG+eCjbo9PCf+SchNvfn8A59N4SpiIxKdqAB88eIDOnTuLmQsRUY0ilUoQ0fnfU8KX7uai96L9+DWFsy8QkbhUDWBRURH+/vtvMXMhIqqR/ntKOHLTcXz220kUFHPiaCISB08BExG9AtYmMqwe5oPxga6QSIB1Sal4a3ECnyVMRKJgA0hE9IroSSUYH9gYq4f5wNLYAKdu5aDnwn/w15l0sVMjIh0jPXXqlNg5EBHplIDGdfDn2PZoVd8COQUlGP7TEcyKPYcShVLs1IhIR0j9/f3x66+/ip0HEZFOcbAwwsZwPwz1dwYA/Lj3Mt5ZkYSMh4XiJkZEOkH6+eefY+DAgZg+fbrYuRAR6RRDfSmmvdkc3w9uhVqGejh4JRPBPx7EpRyxMyOimk76ySef4Pfff8eGDRvEzoWISCe90dIBv0e0Q2NbE9x9WIhFp/Ww4sA1CIIgdmpEVENJAeD1119HUlISpk6dKnY+REQ6qZGNCWJGv4beHvZQQoKvYy8gYv1R5BXy6SFEpHmqu4BdXV0xZcoUMXMhItJpxob6mNPPHW+5KKAvleDPE3cQvOgArmTkip0aEdUwnAaGiKgakUgkaG8nIDqsDWxMZbh4Nxe9vz+AXafTxE6NiGoQNoBERNVQ6/oW2Da2Hdo4W+JhYQnC1ybjm53noVDyukAiqjw2gERE1ZSNqRzrRrTFsNecAQDf77mEYasP40FekbiJEZHWYwNIRFSNGehJMbVXcywY6Am5gRT7LmSg1/f7cepWttipEZEW0z9x4oTaQMuWLUVKhYiInqa3Z100tjXFyLXJSM3MR78fExDVtwX6tq4ndmpEpIX0W7VqpTagUChESoWIiJ6lqb0Z/ohoh/Ebj2LP+QxEbjqOU7dy8FmPJtDX4wkdIqo4aWxsLNasWQNXV1ds3bpV7HyIiOgZzI0NsGJIG4zt3AgAsPLAVYSuPIRMXhdIRC9A6uTkhHfeeQezZ89GVFSU2PkQEdFzSKUSRHZzw+J3WsPYUA8Jl++j13f7cfo2rwskooqRZmRkAABatGiBlJQUkdMhIqKK6u5uj98+eA1OtY1xK+sR+v2YgK3Hb4udFhFpAemSJUtw69YtLF68GPb29mLnQ0REL8DNzhRbR7dDh8Z1UFCsxNj1RxG14yznCySiZ5Lu2LED9evXx8KFC/HVV1+JnQ8REb0gc2MDrBraBu8HNAQALPn7CoatPozs/GKRMyOi6kp6/fp1HD58GDdu3MCAAQPEzoeIiF6CnlSCT19vgoWDWqnmC3xz0X5cSH8odmpEVA1JjY2N0bp1a1hbW4udCxERVdKbHg74ZZQ/6loY4fr9fPT9IQHxZ9PFTouIqhn9yMhItYFvv/1WpFSIiEgTmjuY448x7TDq52QkXc3E8J+OYGJQE7wf0AASiUTs9IioGtA/evSo2DkQEZGGWdUyxNowX0z74zTWJaViVuw5XEh/iKi+LSA30BM7PSISmXTPnj148vWiFi1aBGdnZ8jlcvj6+uLQoUPPjN+8eTOaNGkCuVyOFi1aYPv27WrLBUHAlClTYG9vDyMjIwQGBuLixYtqMZmZmQgJCYGZmRksLCwQFhaG3Nxc1fK9e/eid+/esLe3R61ateDp6Yno6OgXzoWISJsZ6kvxv2B3zOjdHHpSCX47egsDlh7E3ZwCsVMjIpGpnh2Ul5eH995774VW3rhxIyIjIzF16lSkpKTAw8MDQUFBuHv3brnxCQkJGDRoEMLCwnD06FEEBwcjODgYp06dUsXMnj0bCxcuxOLFi5GUlIRatWohKCgIBQX//oUVEhKC06dPIy4uDtu2bcO+ffsQHh6utp+WLVvil19+wYkTJzBs2DCEhoZi27ZtL5QLEZG2k0gkCPVzxk/v+cDcyADHb2Sh1/f7ceJmltipEZGYhP+XkZEh6OnpCS/Cx8dHGD16tOq9QqEQHBwchKioqHLj+/fvL/Ts2VNtzNfXVxg5cqQgCIKgVCoFOzs7Yc6cOarlWVlZgkwmE9avXy8IgiCcOXNGACAcPnxYFbNjxw5BIpEIt27demquPXr0EIYNG1bhXCoiOztbACBkZ2dXeJ2KKioqEmJiYoSioiKNb1tXsaaax5pqXlXW9GpGrtBl7l7B6ZNtQuPPtwsxR29qfB/VEb+nmqftNa3K39/aQj8nJwcKhQLbt2+HjY1NhRvHoqIiJCcnY9KkSaoxqVSKwMBAJCYmlrtOYmIi/nvTSVBQEGJiYgAAV69eRVpaGgIDA1XLzc3N4evri8TERAwcOBCJiYmwsLCAt7e3KiYwMBBSqRRJSUno06dPufvOzs5G06ZNK5xLeQoLC1FYWKh6n5OTAwAoLi5GcbFm59sq3Z6mt6vLWFPNY001ryprWtfcEJtGtMGEzSfx94V7GLfhGM7dzsb4Lo0gldbcm0P4PdU8ba+ptuatSfqWlpYAHp8mmD59eoVXvHfvHhQKBWxtbdXGbW1tce7cuXLXSUtLKzc+LS1Ntbx07Fkx/21U9fX1YWVlpYr5r02bNuHw4cNYsmRJhXMpT1RUVLk12rVrF4yNjZ+6XmXExcVVyXZ1GWuqeayp5lVlTYOtAD0HKXbfluLHfVex/+RlvOuqhKyG3xvC76nmaWtN8/PzxU5BdPq7d++GoaEhnJyc4ODgIHY+Grdnzx4MGzYMy5YtQ/PmzSu1rUmTJqkdNczJyYGjoyO6desGMzOzyqaqpri4GHFxcejatSsMDAw0um1dxZpqHmuqea+qpm8A+O3obXz++2mcfCDFqlRzLHmnFezN5VW2T7Hwe6p52l7T0jN4ukw/ICDgpVa0traGnp4e0tPVJxhNT0+HnZ1duevY2dk9M770z/T0dLXnEqenp8PT01MV89+bTEpKSpCZmVlmv3///Td69eqFefPmITQ09IVyKY9MJoNMJiszbmBgUGU/AFW5bV3Fmmoea6p5r6Km/X2c0NDWDCPXHsHZtId4a0kSlg/xRst6FlW6X7Hwe6p52lpTbcxZ06TPDymfoaEhvLy8EB8frxpTKpWIj4+Hn59fuev4+fmpxQOPDx+Xxru4uMDOzk4tJicnB0lJSaoYPz8/ZGVlITk5WRWze/duKJVK+Pr6qsb27t2Lnj17YtasWWp3CFc0FyIiXeDlZInfPngNbramuPuwEP2XJGL7yTtip0VEVeylG0AAiIyMxLJly7BmzRqcPXsWo0aNQl5eHoYNGwYACA0NVbtJZNy4cYiNjcXcuXNx7tw5TJs2DUeOHEFERASAx9chjh8/HjNnzsTWrVtx8uRJhIaGwsHBAcHBwQCApk2bonv37hgxYgQOHTqEAwcOICIiAgMHDlSdwt6zZw969uyJsWPHol+/fkhLS0NaWhoyMzMrnAsRka5wtDLGllF+6OhWBwXFSnwQnYJFey5BEASxUyOiKqK/detWtYE333yzwisPGDAAGRkZmDJlCtLS0uDp6YnY2FjVzRWpqamQSv/tMf39/bFu3TpMnjwZn332GVxdXRETEwN3d3dVzMSJE5GXl4fw8HBkZWWhXbt2iI2NhVz+73Up0dHRiIiIQJcuXSCVStGvXz8sXLhQtXzNmjXIz89HVFQUoqKiVOMBAQHYu3dvhXMhItIVpnIDLA/1xsw/z2J1wjXM2XkelzNyEdW3BWT6NfzuECIdJJFIJMITb6BQKMTMR6vk5OTA3Nwc2dnZVXITyPbt29GjRw9eq6AhrKnmsaaaVx1qujbxGqb9cQYKpYA2zpZY8q43rGoZipKLJlSHmtY02l7Tqvz9rS2kSqUSpS82f0RE9K6fM1YNbQNTmT4OX3uA4EUHcOnuQ7HTIiINqtQ1gEREVDN1aFwHv37gD0crI6Rm5qPPDwk4cOme2GkRkYZIr1y5AgD44osvsGLFCpHTISKi6sLV1hQxH7wGbydLPCwowZCVh7D5yA2x0yIiDVAdAXR3d8fy5cvFzIWIiKqZ2iYy/DzcF296OKBEKeDjLScwd9d53iFMpOVUDaCHh8dTH+FGRES6S26gh/kDPBHRqREA4LvdlzB+4zEUlvC6cSJtpWoAlUolH45MRETlkkol+CjIDbP7tYS+VILfj93Gu8sP4UFekdipEdFLUDWAW7ZsQatWrcTMhYiIqrn+bRyxepgPTGX6OHQtE/1+TMC1e3lip0VEL0j666+/YsSIEfjf//6HKVOmiJ0PERFVc+1crfHLB/6oa2GEK/fy0PfHBCRfz3z+ikRUbUinTJmCs2fP4o8//kDXrl3FzoeIiLRAY1tT/DbaHy3rmSMzrwiDliVh24nbYqdFRBWkn5+fL3YORESkhWxM5dgQ3hZj1x/DX2fTEbHuKO5kFWB4exdIJBKx0yOiZ5CmpqbiyRcREVFFGRvqY8m7Xhjq7wwA+N/2s5j+/4+RI6LqS9/FxQUAIAgCnwVMREQvTE8qwdRezVDP0ggz/zyL1QnXkJZdgPkDPSE30BM7PSIqh35KSorYORARkZaTSCQY3r4BbM3k+HDTccSeTsM7y5OwLNQblrUMxU6PiP5D38PDQ+wciIiohujl4YA6pjKE/3QER64/QL/FCVgzzAeOVsZip0ZET5A+P4SIiKji2jaojS2j/OFgLseVjDz0+SEBJ29mi50WET1BmpOTgydfRERElfV4mpjX0NTeDPdyCzFgaSL2nL8rdlpE9P+klpaWsLS0hIWFBSwtLcXOh4iIaghbMzk2jWyLdo2skV+kwPA1R7DhEGebIKoO9Hfv3i12DkREVEOZyg2wcmgbfPrrCfyacguf/noSdx8WYkznRpwrkEhE+gEBAWLnQERENZihvhRz3/aAvbkci/ZcxrdxF5DxsBDT3mwOPSmbQCIx6J84cUJtoGXLliKlQkRENZVEIsHHQU1gYyrHtD9OY+3B67iXW4h5AzhXIJEY9D09PVVvOBE0ERFVpSH+zqhtYojIjcex41QaMvMOYdkQb5jJDcROjUin6F+9elXsHIiISIe80dIBVsaGCF+bjKSrmRiw5CDWDGsDGzO52KkR6Qypk5MTnnwRERFVNf9G1tgQ3hbWJjKcvZODvj8m4EpGrthpEekMTgRNRESicK9rjl9H+cO5tjFuPniEtxYn4viNLLHTItIJbACJiEg09WsbY8sof7Soa47MvCIMWnYQf1/IEDstohqPDSAREYnK2kSG9eFt0d718YTRYasPI+boLbHTIqrR2AASEZHoTGT6WDGkDXp7OqBEKWD8xmNYk3BN7LSIaixVA5iTk4POnTuLmQsREekwQ30p5vX3xFB/ZwDA1K2nMf+vCxAEQdzEiGogVQNYUFCAf/75R8xciIhIx0mlEkzt1QyRXRsDAOb/dRHTtp6GUskmkEiT9E+cOAGFQoHY2FjUrVtX7HyIiEjHSSQSjO3iCgtjA0zdehprEq8j61ExvnnbAwZ6vHKJSBNUTwIxMjLCd999J242RERE/y/UzxnmRgb4cNNx/H7sNnIeFeOHEC8YGfLRcUSVpX/16lUYGhrCxsYGenr8oSIiouqjt2ddmMkNMCo6GXvOZyB0ZRKWD2kDcyM+Oo6oMqROTk6wt7d/6eZv0aJFcHZ2hlwuh6+vLw4dOvTM+M2bN6NJkyaQy+Vo0aIFtm/frrZcEARMmTIF9vb2MDIyQmBgIC5evKgWk5mZiZCQEJiZmcHCwgJhYWHIzf13BvmCggIMHToULVq0gL6+PoKDg8vksXfvXkgkkjKvtLS0l6oDERFVjU5NbLA2zBemcn0cvvYAA5Yk4u7DArHTItJq0hkzZuDJ14vYuHEjIiMjMXXqVKSkpMDDwwNBQUG4e/duufEJCQkYNGgQwsLCcPToUQQHByM4OBinTp1SxcyePRsLFy7E4sWLkZSUhFq1aiEoKAgFBf/+sIeEhOD06dOIi4vDtm3bsG/fPoSHh6uWKxQKGBkZYezYsQgMDHzmZzh//jzu3LmjetnY2LxQDYiIqOq1cbbCppF+sDaR4VzaQ7y9OBGp9/PFTotIa0l/++03lL5iYmJeaOVvv/0WI0aMwLBhw9CsWTMsXrwYxsbGWLlyZbnxCxYsQPfu3fHxxx+jadOm+PLLL9G6dWt8//33AB4f/Zs/fz4mT56M3r17o2XLlvjpp59w+/ZtVW5nz55FbGwsli9fDl9fX7Rr1w7fffcdNmzYgNu3bwMAatWqhR9//BEjRoyAnZ3dMz+DjY0N7OzsVC+plBcYExFVR03tzfDLKD84Whnh+v18vL0kARfTH4qdFpFWkh49ehSlr5SUlAqvWFRUhOTkZLUjbFKpFIGBgUhMTCx3ncTExDJH5IKCglTxV69eRVpamlqMubk5fH19VTGJiYmwsLCAt7e3KiYwMBBSqRRJSUkVzr+Up6cn7O3t0bVrVxw4cOCF1yciolfHqXYtbHnfH41tTZCeU4gBSw/i1K1ssdMi0jr6L7vivXv3oFAoYGtrqzZua2uLc+fOlbtOWlpaufGl192V/vm8mP+eptXX14eVldULXb9nb2+PxYsXw9vbG4WFhVi+fDk6duyIpKQktG7dutx1CgsLUVhYqHqfk5MDACguLkZxcXGF910RpdvT9HZ1GWuqeayp5rGmz2dlpIef3/NG2E8pOHkrBwOXHsSyd1vB28my3HjWVPO0vabamrcmvXQDqO3c3Nzg5uameu/v74/Lly9j3rx5WLt2bbnrREVFYfr06WXGd+3aBWNj4yrJMy4urkq2q8tYU81jTTWPNX2+dxyApTl6uPywBKErD2G4mxJNLJ4+YTRrqnnaWtP8fF4/qr9w4UK1gbFjx1ZoRWtra+jp6SE9PV1tPD09/anX3dnZ2T0zvvTP9PR02Nvbq8WUzldoZ2dX5iaTkpISZGZmPvd6v+fx8fHB/v37n7p80qRJiIyMVL3PycmBo6MjunXrBjMzs0rt+7+Ki4sRFxeHrl27wsCA0x1oAmuqeayp5rGmL+b17gpEbDiGfRfvY/kFfczv3xLdmqmfRWJNNU/ba1p6Bk+X6c+bN0/1RiKRVLgBNDQ0hJeXF+Lj41XTrCiVSsTHxyMiIqLcdfz8/BAfH4/x48erxuLi4uDn5wcAcHFxgZ2dHeLj41UNX05ODpKSkjBq1CjVNrKyspCcnAwvLy8AwO7du6FUKuHr6/sin72MY8eOqTWe/yWTySCTycqMGxgYVNkPQFVuW1expprHmmoea1oxBgYGWD7EB+M2HMWOU2kYu/EE5rzVEn1b1ys3ljXVLG2tqTbmrGn6V69efemVIyMjMWTIEHh7e8PHxwfz589HXl4ehg0bBgAIDQ1F3bp1ERUVBQAYN24cAgICMHfuXPTs2RMbNmzAkSNHsHTpUgCPG9Dx48dj5syZcHV1hYuLC7744gs4ODiomsymTZuie/fuGDFiBBYvXozi4mJERERg4MCBcHBwUOV25swZFBUVITMzEw8fPsSxY8cAQNVYzp8/Hy4uLmjevDkKCgqwfPly7N69G7t27XrpehAR0atnqC/Fd4Na4dNfT2JL8k1EbjqOvMISvOvnLHZqRNVWpa4BHDBgADIyMjBlyhSkpaXB09MTsbGxqps4UlNT1aZV8ff3x7p16zB58mR89tlncHV1RUxMDNzd3VUxEydORF5eHsLDw5GVlYV27dohNjYWcrlcFRMdHY2IiAh06dIFUqkU/fr1w39PZffo0QPXr19XvW/VqhWAx1PNAI/vYv7www9x69YtGBsbo2XLlvjrr7/QqVOnypSEiIhEoK8nxex+LWEi08fqhGv44vfTeFhYgg86NhI7NaJqSTJhwgS1K2a//fZbsXLROjk5OTA3N0d2dnaVXAO4fft29OjRg4eqNYQ11TzWVPNY08oRBAFzd13A93suAQAiOjXC2E4u2LFjB2uqQdr+Pa3K39/aQn/Pnj24du0aBEF46vQnRERE2kAikeCjIDeYyPXx9Y5z+H7PJeQXFqPl028OJtJJ0l9++QU3btxAQEAA3n77bbHzISIiqrT3Axpi+pvNAQArE65jy1UplEp2gUSlpI8ePYKJiQlmzJiBWbNmiZ0PERGRRgzxd8bXfVtAIgH2p0vx+e9noGATSAQAkF6+fFn15t69eyKmQkREpFkDfepjTl93SCBgS8otRG46hhKFUuy0iESn/+GHH+LkyZP49ddf0bZtW7HzISIi0qjeng44dfI4fr6kj9+P3UZRiRILBraCob70+SsT1VDSLl26YOPGjXB2dsaKFSvEzoeIiEjjWtUW8N1ADxjqSbHjVBpG/ZyMgmKF2GkRiUa6ePFinDhxAr/88gucnJzEzoeIiKhKBDa1wdJQL8j0pYg/dxcjfjqCR0VsAkk38fg3ERHpjI5uNlg1tA2MDPTwz8V7GLb6EPIKS8ROi+iVk1pZWeHJFxERUU3m38gaa8N8YCLTx8ErmXh3RRJyCorFTovoldKfN2+e2DkQERG9Ut7OVvh5uC9CVyQhJTULoSsO4acwH5jJte+pFkQvQ3/IkCFi50BERPTKeTpaYN2ItnhnRRKO3cjCu8uT8FOYL8yN2ARSzSfNycnBky8iIiJd4V7XHOuGt4WlsQGO38zGO8uTkJVfJHZaRFVOamlpCUtLS1hYWMDS0lLsfIiIiF6pZg5mWDeiLaxqGeLkrWyELE/Cgzw2gVSz6e/evVvsHIiIiETV1N4M60e0xeBlB3H6dg4GL09C9HBfWNUyFDs1oiqhHxAQIHYOREREonOzM8WG8LYYtCwJZ+/kYPCyg4ge7ovaJjKxUyPSOOmtW7cAAGvXrsX+/ftFToeIiEg8rraPm8A6pjKcS3uIwcuScC+3UOy0iDROWlj4+IudnZ2Nr776SuR0iIiIxNXIxgQbwtvC1kyG8+kPMWjpQWQ8ZBNINYvqSSCvvfYaUlJSxMyFiIioWmhYxwQbwv1gZybHxbu5GLg0EXcfFoidFpHGqBpAc3NzZGVliZgKERFR9eFiXQsbR7aFg7kclzPyMHhZEo8EUo2hagD379+PBg0aiJkLERFRteJUuxbWh7eFvbkcl+7mYvCyg7wmkGoE6e3btxEdHY2PPvoIo0aNEjsfIiKiasWpdi2sH9FWdTo4ZFkS7rMJJC0n7dChA4YPH46RI0dizJgxYudDRERU7ThbPz4SaGP6+MaQkOVJyORk0aTFpAcPHkRGRga+/PJLsXMhIiKqtlyeaALPpT3kE0NIq0nt7e1hYmIidh5ERETVXsM6Jlg3oi2sTWQ4eycHIXx2MGkpqbOzM8zNzTF58mQUFxeLnQ8REVG19nieQF9YmxjizP83gdn5/P1J2kV69OhRzJ49GytWrMDYsWPFzoeIiKjaa2RjivUj2qJ2LUOcvp2Dd1YkIfsRm0DSHtKWLVti5MiRWLFiBdatWyd2PkRERFrB1dYU60a0hVUtQ5y8lY3QFUnIKWATSNpBNQ+gi4sLDA0NxcyFiIhIq7jZmWLdCF9YGhvg+M1sDF15CLmFJWKnRfRcUgAoLCzE//73P0RERIidDxERkVZpYmeG6OFtYW5kgJTULIStPoxHRQqx0yJ6JmlgYCDq1auHP/74A8ePH0ffvn1VLyIiInq+Zg5m+Ok9H5jK9JF0NRPha4+goJhNIFVf+o6OjnB0dBQ7DyIiIq3m4WiB1e+1wbsrDuGfi/cw6udkLHnXG4b60uevTPSK6a9atUrsHIiIiGoELycrrBzaBkNXHcKe8xkYsz4F3w9uDQM9NoFUvUj379+PjIyMl97AokWL4OzsDLlcDl9fXxw6dOiZ8Zs3b0aTJk0gl8vRokULbN++XW25IAiYMmUK7O3tYWRkhMDAQFy8eFEtJjMzEyEhITAzM4OFhQXCwsKQm5urWl5QUIChQ4eiRYsW0NfXR3BwcLm57N27F61bt4ZMJkOjRo2wevXql6oBERFRqbYNamNZ6OMjfztPp2PCxmNQKAWx0yJSI+3QoQMcHBwQFhaG/Pz8F1p548aNiIyMxNSpU5GSkgIPDw8EBQXh7t275cYnJCRg0KBBCAsLw9GjRxEcHIzg4GCcOnVKFTN79mwsXLgQixcvRlJSEmrVqoWgoCAUFBSoYkJCQnD69GnExcVh27Zt2LdvH8LDw1XLFQoFjIyMMHbsWAQGBpaby9WrV9GzZ0906tQJx44dw/jx4zF8+HDs3LnzhWpARET0X+1d62DxO61hoCfBthN38PGW41CyCaTqJDs7W/jzzz+Fhg0bCu+//77wInx8fITRo0er3isUCsHBwUGIiooqN75///5Cz5491cZ8fX2FkSNHCoIgCEqlUrCzsxPmzJmjWp6VlSXIZDJh/fr1giAIwpkzZwQAwuHDh1UxO3bsECQSiXDr1q0y+xwyZIjQu3fvMuMTJ04UmjdvrjY2YMAAISgo6Dmf+l/Z2dkCACE7O7vC61RUUVGREBMTIxQVFWl827qKNdU81lTzWFPNE7OmO07eERpM+lNw+mSb8MmW44JCoXzlOVQFbf+eVuXvb20hNTMzQ48ePbBs2TJs2bKlwo1jUVERkpOT1Y6wSaVSBAYGIjExsdx1EhMTyxyRCwoKUsVfvXoVaWlpajHm5ubw9fVVxSQmJsLCwgLe3t6qmMDAQEilUiQlJVU4/+flQkREVFnd3e0wf4AnpBJgw+EbmP7HaQgCjwSS+PRL/8PGxuaFTgHfu3cPCoUCtra2auO2trY4d+5cueukpaWVG5+WlqZaXjr2rBgbGxv1D6GvDysrK1VMRTwtl5ycHDx69AhGRkZl1iksLERhYaHqfU5ODgCguLhY489RLt0en8+sOayp5rGmmseaap7YNe3erA6+7uOOT347hTWJ16EvBT4JagyJRCJKPpogdk0rS1vz1iR9AHj06BGmT58OPz8/sfOp1qKiojB9+vQy47t27YKxsXGV7DMuLq5KtqvLWFPNY001jzXVPDFrKgPQ30WCjVf0sOLAddy+fgXdHbX/SKC2fk9f9J6Hmki/S5cuOH78OORy+QvdAGFtbQ09PT2kp6erjaenp8POzq7cdezs7J4ZX/pneno67O3t1WI8PT1VMf+9yaSkpASZmZlP3e+L5GJmZlbu0T8AmDRpEiIjI1Xvc3Jy4OjoiG7dusHMzKzC+66I4uJixMXFoWvXrjAwMNDotnUVa6p5rKnmsaaaV11q2gNAw4Tr+GrHeey4qYdWLdwwzN9JtHwqo7rU9GWVnsHTZfqenp4YNGgQQkJCntr4lMfQ0BBeXl6Ij49XTbOiVCoRHx//1EfK+fn5IT4+HuPHj1eNxcXFqY48uri4wM7ODvHx8aqGLycnB0lJSRg1apRqG1lZWUhOToaXlxcAYPfu3VAqlfD19a1w/n5+fmWmoHkyl/LIZDLIZLIy4wYGBlX2A1CV29ZVrKnmsaaax5pqXnWoaXhAIxSUCPg27gK+2nEeZkaGGOhTX9ScKqM61PRlaGPOmqY/d+7cl145MjISQ4YMgbe3N3x8fDB//nzk5eVh2LBhAIDQ0FDUrVsXUVFRAIBx48YhICAAc+fORc+ePbFhwwYcOXIES5cuBQBIJBKMHz8eM2fOhKurK1xcXPDFF1/AwcFB1WQ2bdoU3bt3x4gRI7B48WIUFxcjIiICAwcOhIODgyq3M2fOoKioCJmZmXj48CGOHTsGAKrG8v3338f333+PiRMn4r333sPu3buxadMm/Pnnny9dDyIioucZ07kR8gpLsGTfFUz67SSMDPXQ27Ou2GmRjtF/fsjTDRgwABkZGZgyZQrS0tLg6emJ2NhY1c0VqampkEr/nf3c398f69atw+TJk/HZZ5/B1dUVMTExcHd3V8VMnDgReXl5CA8PR1ZWFtq1a4fY2FjI5XJVTHR0NCIiItClSxdIpVL069cPCxcuVMutR48euH79uup9q1atAEB195WLiwv+/PNPTJgwAQsWLEC9evWwfPlyBAUFVaYkREREzySRSPDp602QV1SCnw+mInLTcRgb6qNrM9vnr0ykIZVqAAEgIiLiqad89+7dW2bs7bffxttvv/3U7UkkEsyYMQMzZsx4aoyVlRXWrVv3zLyuXbv2zOUA0LFjRxw9evS5cURERJokkUgw40135Bcq8OvRWxgdnYKVQ9ugnau12KmRjtDv27ev2sCvv/4qUipERES6QyqVYPZbLZFfpEDs6TSM+OkI1ob5wNvZSuzUSAdIzc3N8eSLiIiIXg19PSkWDPJEh8Z18KhYgWGrDuPUrWyx0yIdoL9q1SqxcyAiItJZMn09LHnHC0NWHsKha5l4d0USNo30g6utqdipUQ0mfX4IERERVSUjQz2sGOqNlvXM8SC/GO+sSMKNTE5WTFWHDSAREVE1YCo3wJphPnC1MUF6TiHeXZGEjIeFz1+R6CVIlUql2DkQERERAMtahlgb5ot6lka4dj8foSsPIfsRn1tLmie9ffu22DkQERHR/7Mzl+PnMF9Ym8hw9k4OwlYfxqMihdhpUQ0jLS7mvyyIiIiqE2frWlgb5gNTuT6OXH+AUdHJKCrhGTvSHOn777+Pvn37ql5EREQkvqb2Zlg1tA3kBlLsPZ+BjzYfh1IpiJ0W1RBSBwcHzgNIRERUDXk7W2HxO14w0JNg6/HbmLr1tOqRpkSVwXkAiYiIqrGObjb4tr8nxm44irUHr8PC2AAfdnMTOy3ScpwGhoiIqJrr5eGAL3u7AwC+230Jy/+5InJGpO3YABIREWmBd9o64eOgx0f+Zv55FpuP3BA5I9JmbACJiIi0xAcdG2JEexcAwCe/nEDcmXSRMyJtxQaQiIhIS0gkEnzWoyne9qoHpQBErEvB4WuZYqdFWogNIBERkRaRSCSI6tsCgU1tUFiiRNjqwziXliN2WqRl2AASERFpGX09Kb4b1BreTpbIKSjBkJWHcPNBvthpkRZhA0hERKSFjAz1sGJIGzS2NUF6TiFCVxxCZl6R2GmRlmADSEREpKXMjQ3w03u+qGthhCv38jBs1SHkFZaInRZpATaAREREWszOXI417/nA0tgAx29m4/2f+dxgej42gERERFqukY0JVg5tAyMDPfxz8R4+3sLnBtOzsQEkIiKqAVrVt8Tid72gL5Xg92O3MfPPs3xuMD0VG0AiIqIaIqBxHXzztgcAYOWBq/jx78siZ0TVFRtAIiKiGiS4VV1M7tkUADA79jwfGUflYgNIRERUwwxv3wAjAxoAAD799ST2nr8rckZU3bABJCIiqoE+CWqCPq3qQqEU8EF0Ck7ezBY7JapG2AASERHVQFKpBLP6tUS7RtbIL1Jg2OpDSL3Pp4XQY2wAiYiIaihDfSl+fKc1mtmb4V5uEYasOoT7uYVip0XVABtAIiKiGsxUboDVw9qgroURrt7Lw3trjiC/iE8L0XVsAImIiGo4G7PHTwuxMDbA8RtZGLPuKEoUfFqILmMDSEREpAMa2ZhgxRBvyPSliD93F1/8fooTReswNoBEREQ6wsvJCgsHtYJUAqw/dAML4y+JnRKJhA0gERGRDglqbocZvd0BAPP+uoCNh1NFzojEUOkGcNGiRXB2doZcLoevry8OHTr0zPjNmzejSZMmkMvlaNGiBbZv3662XBAETJkyBfb29jAyMkJgYCAuXryoFpOZmYmQkBCYmZnBwsICYWFhyM3NVYs5ceIE2rdvD7lcDkdHR8yePVtt+erVqyGRSNRecrm8EpUgIiLSDu+0dcLoTg0BAJ/9dgp7OFG0zqlUA7hx40ZERkZi6tSpSElJgYeHB4KCgnD3bvlfpISEBAwaNAhhYWE4evQogoODERwcjFOnTqliZs+ejYULF2Lx4sVISkpCrVq1EBQUhIKCAlVMSEgITp8+jbi4OGzbtg379u1DeHi4anlOTg66desGJycnJCcnY86cOZg2bRqWLl2qlo+ZmRnu3Lmjel2/fr0y5SAiItIaH3VzQ9/WjyeKHh2dglO3OFG0ThEqwcfHRxg9erTqvUKhEBwcHISoqKhy4/v37y/07NlTbczX11cYOXKkIAiCoFQqBTs7O2HOnDmq5VlZWYJMJhPWr18vCIIgnDlzRgAgHD58WBWzY8cOQSKRCLdu3RIEQRB++OEHwdLSUigsLFTFfPLJJ4Kbm5vq/apVqwRzc/OX/OSPZWdnCwCE7OzsSm2nPEVFRUJMTIxQVFSk8W3rKtZU81hTzWNNNY81fbrCYoUwaGmi4PTJNqHNzDjh5oP8Cq2n7TWtyt/f2kL/ZRvHoqIiJCcnY9KkSaoxqVSKwMBAJCYmlrtOYmIiIiMj1caCgoIQExMDALh69SrS0tIQGBioWm5ubg5fX18kJiZi4MCBSExMhIWFBby9vVUxgYGBkEqlSEpKQp8+fZCYmIgOHTrA0NBQbT+zZs3CgwcPYGlpCQDIzc2Fk5MTlEolWrduja+++grNmzd/6mcuLCxEYeG/E2jm5OQAAIqLi1FcXPy8kr2Q0u1peru6jDXVPNZU81hTzWNNn04C4PuBLTFw2WFcuJuLYSsPYcOINjCVGzxzPW2vqbbmrUkv3QDeu3cPCoUCtra2auO2trY4d+5cueukpaWVG5+WlqZaXjr2rBgbGxv1D6GvDysrK7UYFxeXMtsoXWZpaQk3NzesXLkSLVu2RHZ2Nr755hv4+/vj9OnTqFevXrn5R0VFYfr06WXGd+3aBWNj43LXqay4uLgq2a4uY001jzXVPNZU81jTpxtcD/j2gR4u3M3FwO/jMbKJEvoVuEhMW2uan89H4r10A6jt/Pz84Ofnp3rv7++Ppk2bYsmSJfjyyy/LXWfSpElqRzBzcnLg6OiIbt26wczMTKP5FRcXIy4uDl27doWBwbP/JUYVw5pqHmuqeayp5rGmFePpm4OQFYdxIRvYX1gXs/q6QyKRlBur7TUtPYOny166AbS2toaenh7S09PVxtPT02FnZ1fuOnZ2ds+ML/0zPT0d9vb2ajGenp6qmP/eZFJSUoLMzEy17ZS3nyf38V8GBgZo1aoVLl16+pxIMpkMMpms3HWr6gegKretq1hTzWNNNY811TzW9Nk8nWrj+5DWGL7mCH47dgf1a5tgQtfGz1xHW2uqjTlr2kvfBWxoaAgvLy/Ex8erxpRKJeLj49WOrD3Jz89PLR54fPi4NN7FxQV2dnZqMTk5OUhKSlLF+Pn5ISsrC8nJyaqY3bt3Q6lUwtfXVxWzb98+tXP8cXFxcHNzU13/918KhQInT55UazyJiIh0SSc3G3z5/3MELoi/iM1HboicEVWVSk0DExkZiWXLlmHNmjU4e/YsRo0ahby8PAwbNgwAEBoaqnaTyLhx4xAbG4u5c+fi3LlzmDZtGo4cOYKIiAgAgEQiwfjx4zFz5kxs3boVJ0+eRGhoKBwcHBAcHAwAaNq0Kbp3744RI0bg0KFDOHDgACIiIjBw4EA4ODgAAAYPHgxDQ0OEhYXh9OnT2LhxIxYsWKB2+nbGjBnYtWsXrly5gpSUFLzzzju4fv06hg8fXpmSEBERabXBvvXxQcfHcwRO+vUk9l+8J3JGVBUqdQ3ggAEDkJGRgSlTpiAtLQ2enp6IjY1V3XCRmpoKqfTfHtPf3x/r1q3D5MmT8dlnn8HV1RUxMTFwd3dXxUycOBF5eXkIDw9HVlYW2rVrh9jYWLVJmqOjoxEREYEuXbpAKpWiX79+WLhwoWq5ubk5du3ahdGjR8PLywvW1taYMmWK2lyBDx48wIgRI1Q3hXh5eSEhIQHNmjWrTEmIiIi03kfd3HDzwSNsPX4bo35OxuZRfmhip9lr3UlcEkHgk6BfVk5ODszNzZGdnV0lN4Fs374dPXr04LUKGsKaah5rqnmsqeaxpi+nsESBd1ccwqGrmbA3l+O3D16DnfnjgzHaXtOq/P2tLfgsYCIiIipDpq+Hpe96oUGdWriTXYD3Vh9GXmGJ2GmRhrABJCIionJZGBtizTAfWJsY4sydHIzbcBQKJU8c1gRsAImIiOipHK2MsTTUG4b6Uvx19i7+9+dZsVMiDWADSERERM/Uur4lvu3vAQBYeeAqopNSRc6IKosNIBERET3XGy0d8HGQGwDgy+3ncfZB+U8JIe3ABpCIiIgq5IOODdGvdT0olAJWXZTifNpDsVOil8QGkIiIiCpEIpEgqm8L+DhbolAhwYifj+LuwwKx06KXwAaQiIiIKsxQX4pFgzxhIxdwJ7sAI9YcwaMihdhp0QtiA0hEREQvxMLYAOFNFLAwMsDxm9mYsPEYlJweRquwASQiIqIXVscI+GGwJwz1pIg9nYZZO8+JnRK9ADaARERE9FLaOFti1lstAABL/r6CDYc4PYy2YANIREREL61Pq3oY18UVADA55hQSL98XOSOqCDaAREREVCnjA13Ry8MBJUoBo6KTce1entgp0XOwASQiIqJKkUgkmPNWS3g4WiArvxjvrTmM7EfFYqdFz8AGkIiIiCpNbqCHZe96wd5cjisZeYhYl4IShVLstOgp2AASERGRRtiYybEs1BtGBnr45+I9fLntjNgp0VOwASQiIiKNca9rjnkDPAEAaxKvY23iNVHzofKxASQiIiKN6u5uh4nd3QAA0/44g/0X74mcEf0XG0AiIiLSuFEBDdG3VV0olAI+iE7G5YxcsVOiJ7ABJCIiIo2TSCSI6tcCXk6WyCkowfA1R5CVXyR2WvT/2AASERFRlZDp62HJu16oa2GEq/fyMOrnFBTzzuBqgQ0gERERVRlrExlWDPVGLUM9JF65j6lbT4udEoENIBEREVWxJnZmWDioFSQSYF1SKtYevC52SjqPDSARERFVuS5NbfFJ9yYAgOlbTyPhMu8MFhMbQCIiInolRnZogGDPx88MHh2dgtT7+WKnpLPYABIREdErIZFI8HW/lvCoZ44H+cUY8dMR5BaWiJ2WTmIDSERERK+M3EAPS971ho2pDOfTH2LCxmNQKgWx09I5bACJiIjolbIzl2PJu14w1Jci7kw65v11QeyUdA4bQCIiInrlWtW3xNd9WwAAvtt9CX8cvy1yRrqFDSARERGJom/rehjZoQEA4OMtx3HqVrbIGekONoBEREQkmondm6CjWx0UFCsx4qcjyHhYKHZKOoENIBEREYlGTyrBgoGt0KBOLdzJLsD7PyejsEQhdlo1XqUbwEWLFsHZ2RlyuRy+vr44dOjQM+M3b96MJk2aQC6Xo0WLFti+fbvackEQMGXKFNjb28PIyAiBgYG4ePGiWkxmZiZCQkJgZmYGCwsLhIWFITc3Vy3mxIkTaN++PeRyORwdHTF79uwXzoWIiIiqnrmRAZaHesNUro/k6w8w+bdTEATeGVyVKtUAbty4EZGRkZg6dSpSUlLg4eGBoKAg3L17t9z4hIQEDBo0CGFhYTh69CiCg4MRHByMU6dOqWJmz56NhQsXYvHixUhKSkKtWrUQFBSEgoICVUxISAhOnz6NuLg4bNu2Dfv27UN4eLhqeU5ODrp16wYnJyckJydjzpw5mDZtGpYuXfpCuRAREdGr0aCOCb4f3BpSCbA5+SZWHbgmdko1m1AJPj4+wujRo1XvFQqF4ODgIERFRZUb379/f6Fnz55qY76+vsLIkSMFQRAEpVIp2NnZCXPmzFEtz8rKEmQymbB+/XpBEAThzJkzAgDh8OHDqpgdO3YIEolEuHXrliAIgvDDDz8IlpaWQmFhoSrmk08+Edzc3CqcS0VkZ2cLAITs7OwKr1NRRUVFQkxMjFBUVKTxbesq1lTzWFPNY001jzXVvKqs6bJ9lwWnT7YJDSb9KfxzIUPj2xeEqv39rS30X7ZxLCoqQnJyMiZNmqQak0qlCAwMRGJiYrnrJCYmIjIyUm0sKCgIMTExAICrV68iLS0NgYGBquXm5ubw9fVFYmIiBg4ciMTERFhYWMDb21sVExgYCKlUiqSkJPTp0weJiYno0KEDDA0N1fYza9YsPHjwAJaWls/NpTyFhYUoLPz34tScnBwAQHFxMYqLi5+63sso3Z6mt6vLWFPNY001jzXVPNZU86qypqG+9XD6VhZ+O3YHo9cl45eRbeFU21ij++B3AXjpBvDevXtQKBSwtbVVG7e1tcW5c+fKXSctLa3c+LS0NNXy0rFnxdjY2Kh/CH19WFlZqcW4uLiU2UbpMktLy+fmUp6oqChMnz69zPiuXbtgbKzZL2epuLi4KtmuLmNNNY811TzWVPNYU82rqpq+JgNSTPRwPbcEkT/tQ5ibUqPbz8/nM4hfugHURZMmTVI7apiTkwNHR0d069YNZmZmGt1XcXEx4uLi0LVrVxgYGGh027qKNdU81lTzWFPNY00171XUtG2HAsyPv4zPXneDqVyz7UrpGTxd9tIVtba2hp6eHtLT09XG09PTYWdnV+46dnZ2z4wv/TM9PR329vZqMZ6enqqY/95kUlJSgszMTLXtlLefJ/fxvFzKI5PJIJPJyowbGBhU2Q9AVW5bV7Gmmseaah5rqnmsqeZVZU3r1TbAN/09q2Tb/B5U4i5gQ0NDeHl5IT4+XjWmVCoRHx8PPz+/ctfx8/NTiwceHz4ujXdxcYGdnZ1aTE5ODpKSklQxfn5+yMrKQnJysipm9+7dUCqV8PX1VcXs27dP7Rx/XFwc3NzcYGlpWaFciIiIiGqqSk0DExkZiWXLlmHNmjU4e/YsRo0ahby8PAwbNgwAEBoaqnaTyLhx4xAbG4u5c+fi3LlzmDZtGo4cOYKIiAgAgEQiwfjx4zFz5kxs3boVJ0+eRGhoKBwcHBAcHAwAaNq0Kbp3744RI0bg0KFDOHDgACIiIjBw4EA4ODgAAAYPHgxDQ0OEhYXh9OnT2LhxIxYsWKB2+vZ5uRARERHVVJU6qT5gwABkZGRgypQpSEtLg6enJ2JjY1U3V6SmpkIq/bfH9Pf3x7p16zB58mR89tlncHV1RUxMDNzd3VUxEydORF5eHsLDw5GVlYV27dohNjYWcrlcFRMdHY2IiAh06dIFUqkU/fr1w8KFC1XLzc3NsWvXLowePRpeXl6wtrbGlClT1OYKrEguRERERDWRRBA41fbLysnJgbm5ObKzs6vkJpDt27ejR48evFZBQ1hTzWNNNY811TzWVPO0vaZV+ftbW/BZwEREREQ6hg0gERERkY5hA0hERESkY9gAEhEREekYNoBEREREOoYNIBEREZGOYQNIREREpGPYABIRERHpGDaARERERDqmUo+C03WlD1HJycnR+LaLi4uRn5+PnJwcrZxlvTpiTTWPNdU81lTzWFPN0/aalv7e1uWHobEBrISHDx8CABwdHUXOhIiIiF7Uw4cPYW5uLnYaouCzgCtBqVTi9u3bMDU1hUQi0ei2c3Jy4OjoiBs3bujscwo1jTXVPNZU81hTzWNNNU/bayoIAh4+fAgHBwdIpbp5NRyPAFaCVCpFvXr1qnQfZmZmWvnDVZ2xpprHmmoea6p5rKnmaXNNdfXIXyndbHuJiIiIdBgbQCIiIiIdwwawmpLJZJg6dSpkMpnYqdQYrKnmsaaax5pqHmuqeayp9uNNIEREREQ6hkcAiYiIiHQMG0AiIiIiHcMGkIiIiEjHsAEkIiIi0jFsAKuhRYsWwdnZGXK5HL6+vjh06JDYKWm1ffv2oVevXnBwcIBEIkFMTIzYKWm1qKgotGnTBqamprCxsUFwcDDOnz8vdlpa7ccff0TLli1Vk+r6+flhx44dYqdVo3z99deQSCQYP3682KlotWnTpkEikai9mjRpInZa9BLYAFYzGzduRGRkJKZOnYqUlBR4eHggKCgId+/eFTs1rZWXlwcPDw8sWrRI7FRqhL///hujR4/GwYMHERcXh+LiYnTr1g15eXlip6a16tWrh6+//hrJyck4cuQIOnfujN69e+P06dNip1YjHD58GEuWLEHLli3FTqVGaN68Oe7cuaN67d+/X+yU6CVwGphqxtfXF23atMH3338P4PHzhh0dHTFmzBh8+umnImen/SQSCX777TcEBweLnUqNkZGRARsbG/z999/o0KGD2OnUGFZWVpgzZw7CwsLETkWr5ebmonXr1vjhhx8wc+ZMeHp6Yv78+WKnpbWmTZuGmJgYHDt2TOxUqJJ4BLAaKSoqQnJyMgIDA1VjUqkUgYGBSExMFDEzoqfLzs4G8LhhocpTKBTYsGED8vLy4OfnJ3Y6Wm/06NHo2bOn2t+rVDkXL16Eg4MDGjRogJCQEKSmpoqdEr0EfbEToH/du3cPCoUCtra2auO2trY4d+6cSFkRPZ1SqcT48ePx2muvwd3dXex0tNrJkyfh5+eHgoICmJiY4LfffkOzZs3ETkurbdiwASkpKTh8+LDYqdQYvr6+WL16Ndzc3HDnzh1Mnz4d7du3x6lTp2Bqaip2evQC2AAS0UsbPXo0Tp06xWuANMDNzQ3Hjh1DdnY2tmzZgiFDhuDvv/9mE/iSbty4gXHjxiEuLg5yuVzsdGqM119/XfXfLVu2hK+vL5ycnLBp0yZerqBl2ABWI9bW1tDT00N6erraeHp6Ouzs7ETKiqh8ERER2LZtG/bt24d69eqJnY7WMzQ0RKNGjQAAXl5eOHz4MBYsWIAlS5aInJl2Sk5Oxt27d9G6dWvVmEKhwL59+/D999+jsLAQenp6ImZYM1hYWKBx48a4dOmS2KnQC+I1gNWIoaEhvLy8EB8frxpTKpWIj4/ntUBUbQiCgIiICPz222/YvXs3XFxcxE6pRlIqlSgsLBQ7Da3VpUsXnDx5EseOHVO9vL29ERISgmPHjrH505Dc3FxcvnwZ9vb2YqdCL4hHAKuZyMhIDBkyBN7e3vDx8cH8+fORl5eHYcOGiZ2a1srNzVX71+nVq1dx7NgxWFlZoX79+iJmpp1Gjx6NdevW4ffff4epqSnS0tIAAObm5jAyMhI5O+00adIkvP7666hfvz4ePnyIdevWYe/evdi5c6fYqWktU1PTMtel1qpVC7Vr1+b1qpXw0UcfoVevXnBycsLt27cxdepU6OnpYdCgQWKnRi+IDWA1M2DAAGRkZGDKlClIS0uDp6cnYmNjy9wYQhV35MgRdOrUSfU+MjISADBkyBCsXr1apKy0148//ggA6Nixo9r4qlWrMHTo0FefUA1w9+5dhIaG4s6dOzA3N0fLli2xc+dOdO3aVezUiNTcvHkTgwYNwv3791GnTh20a9cOBw8eRJ06dcROjV4Q5wEkIiIi0jG8BpCIiIhIx7ABJCIiItIxbACJiIiIdAwbQCIiov9r7/5CmurjOI5/pvZHOJLW5nRFeZG4EKvNyFkEMmgRNIygwGCQYBchhl2GNZGG4GURIYiCgRfSIrqy6MKgPxf9o0SFogUDCYs1C2pCsnouooN71B6fcEme9wsG53z3O/t9zy7Gh3N2zgEshgAIAABgMQRAAAAAiyEAAgAAWAwBEAAAwGIIgABWjBMnTujw4cPLNn8oFFJnZ+eixycSCRUXF2tiYiKLXQHAXDwJBMBfwWaz/fL99vZ2nTlzRt+/f1dhYeGfaWqWFy9eyO/3Kx6PyzAMST+eO93W1qa7d+8qmUzKbrerurpaXV1dcrvdkn48W3Vqakq9vb1/vGcA1kUABPBXmJycNJcHBwcVDof18uVLs2YYhhm8lkNTU5Py8vLU3d0tSZqZmdG2bdtUUVGh8+fPq7S0VBMTExoaGtKhQ4fk8/kkSWNjY6qurtbbt2+1fv36ZesfgLVwChjAX6GkpMR8rVu3TjabLaNmGMacU8B1dXVqaWlRa2urioqK5HQ61dPToy9fvqixsVEFBQXaunWrhoaGMuYaHR3VwYMHZRiGnE6nQqGQEonEgr2l02lFo1EFg0GzNjY2plgspitXrsjn82nLli3au3evIpGIGf4kqbKyUi6XSzdu3Fi6LwsA/gMBEMCK1t/fL7vdrkePHqmlpUWnTp3S0aNHtWfPHj179kyBQEChUEipVEqS9PHjR/n9fnk8Hj158kS3bt3Su3fvdOzYsQXnGBkZ0adPn7Rr1y6z5nA4lJOTo2g0qnQ6/csed+/erXv37i3NDgPAIhAAAaxoO3bs0Llz51ReXq6zZ89q7dq1stvtOnnypMrLyxUOh/XhwweNjIxIki5fviyPx6POzk653W55PB719fVpeHhYr169mneOeDyu3NxcFRcXm7WNGzfq0qVLCofDKioqkt/v14ULF/TmzZs527tcLsXj8ex8AQAwDwIggBVt+/bt5nJubq42bNigqqoqs+Z0OiVJ79+/l/TjYo7h4WHzP4WGYZgXbMRisXnnmJ6e1po1a+ZcqNLc3KzJyUkNDAyotrZW165dU2Vlpe7cuZMxLj8/3zwCCQB/Qt5yNwAA2bRq1aqMdZvNllH7Gdq+ffsmSfr8+bOCwaC6urrmfFZpaem8c9jtdqVSKX39+lWrV6/OeK+goEDBYFDBYFCRSEQHDhxQJBLR/v37zTHJZFIOh+P3dhAAfgMBEABm8Xq9un79usrKypSXt7ifyJ07d0qSxsfHzeX52Gw2ud1uPXz4MKM+Ojqqurq63+wYAP4/TgEDwCzNzc1KJpNqaGjQ48ePFYvFdPv2bTU2Ni54MYfD4ZDX69X9+/fN2vPnz1VfX69oNKrx8XG9fv1avb296uvrU319vTkulUrp6dOnCgQCWd83APiJAAgAs7hcLj148EDpdFqBQEBVVVVqbW1VYWGhcnIW/slsamrSwMCAub5p0yaVlZWpo6NDNTU18nq9unjxojo6OtTW1maOu3nzpjZv3qx9+/Zldb8AYDZuBA0AS2B6eloVFRUaHBxUbW3torfz+Xw6ffq0jh8/nsXuACATRwABYAnk5+fr6tWrv7xh9L8lEgkdOXJEDQ0NWewMAObiCCAAAIDFcAQQAADAYgiAAAAAFkMABAAAsBgCIAAAgMUQAAEAACyGAAgAAGAxBEAAAACLIQACAABYDAEQAADAYv4BiDB8InOgbJsAAAAASUVORK5CYII=", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5243d7bf39114900a4bc705cf26311a8", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "MOTOR.allInfo()" ] @@ -520,14 +151,15 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "MOTOR = SolidMotor(\n", " thrustSource=r\"../../data/keron/thrustCurve.csv\",\n", - " burnOut=5.274,\n", + " burnOut=5.3,\n", " reshapeThrustCurve=False,\n", + " grainsCenterOfMassPosition=-0.571,\n", " grainNumber=6,\n", " grainSeparation=6 / 1000,\n", " grainOuterRadius=21.40 / 1000,\n", @@ -537,58 +169,18 @@ " nozzleRadius=21.642 / 1000,\n", " throatRadius=8 / 1000,\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=-1.024,\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", ")" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Motor Details\n", - "Total Burning Time: 10 s\n", - "Total Propellant Mass: 1.409 kg\n", - "Propellant Exhaust Velocity: 4259.277 m/s\n", - "Average Thrust: 600.000 N\n", - "Maximum Thrust: 2388.9401048267464 N at 2.8593098217671598 s after ignition.\n", - "Total Impulse: 6000.000 Ns\n", - "\n", - "Plots\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "16122235600c45e5a94aff6abefc4f4f", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "MOTOR.info()" ] @@ -616,6 +208,7 @@ "MOTOR = SolidMotor(\n", " thrustSource=r\"../../data/motors/Cesaroni_7450M2505-P.eng\",\n", " burnOut=3.0,\n", + " grainsCenterOfMassPosition=-0.571,\n", " grainNumber=6,\n", " grainSeparation=6 / 1000,\n", " grainOuterRadius=21.40 / 1000,\n", @@ -644,7 +237,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -652,6 +245,7 @@ " thrustSource=lambda x: 1 / (x + 1),\n", " burnOut=5.274,\n", " reshapeThrustCurve=False,\n", + " grainsCenterOfMassPosition=-0.571,\n", " grainNumber=6,\n", " grainSeparation=6 / 1000,\n", " grainOuterRadius=21.40 / 1000,\n", @@ -666,341 +260,11 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Nozzle Details\n", - "Nozzle Radius: 0.021641999999999998 m\n", - "Nozzle Throat Radius: 0.008 m\n", - "\n", - "Grain Details\n", - "Number of Grains: 6\n", - "Grain Spacing: 0.006 m\n", - "Grain Density: 1707 kg/m3\n", - "Grain Outer Radius: 0.0214 m\n", - "Grain Inner Radius: 0.00965 m\n", - "Grain Height: 0.12 m\n", - "Grain Volume: 0.000 m3\n", - "Grain Mass: 0.235 kg\n", - "\n", - "Motor Details\n", - "Total Burning Time: 5.274 s\n", - "Total Propellant Mass: 1.409 kg\n", - "Propellant Exhaust Velocity: 1.304 m/s\n", - "Average Thrust: 0.348 N\n", - "Maximum Thrust: 1.0 N at 0.0 s after ignition.\n", - "Total Impulse: 1.837 Ns\n", - "\n", - "Plots\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "53fae6a5f04f4971ab44114684e6fbe7", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e1e3fc31f5974e399390b4365572c815", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "cb375f6839fb4707875d5b3c7d7baa32", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3ebc52d427d248eb9e82ce8629a7205d", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "544a0f4b17d6481889687da347360cc8", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "578bbf141b8e4549986a9d1e07e39488", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "839ef5deb239450bbae94777b43c034c", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAAB4aklEQVR4nO3deVhUZfsH8O/MADPs+yKK4I4rKirhriGQppJmipXm2muu8cvKNM0w0UxfLU1eza3SMLMoU1EicQlMxX3DFVGRTWUXGJjz+4OYmmZA1BmGYb6f65pL5jnPec49t1PcnnOe54gEQRBAREREREZDrO8AiIiIiKh2sQAkIiIiMjIsAImIiIiMDAtAIiIiIiPDApCIiIjIyLAAJCIiIjIyLACJiIiIjAwLQCIiIiIjwwKQiIiIyMiwACQiIiIyMiwAiYiIiIwMC0AiIiIiI8MCkIiIiMjIsAAkIiIiMjIsAImIiIiMDAtAIiIiIiPDApCIiIjIyLAAJCIiIjIyLACJiIiIjAwLQCIiIiIjwwKQiIiIyMiwACQiIiIyMiwAiYiIiIwMC0AiIiIiI8MCkIiIiMjIsAAkIiIiMjIsAImIiIiMDAtAIiIiIiPDApCIiIjIyLAAJCIiIjIyLACJiIiIjAwLQCIiIiIjwwKQiIiIyMiwACQiIiIyMiwAiaheGjhwICZNmlSrx4yJiYGVlRWysrJq9bjVeeONN+Dl5aXvMNR8//33cHBwQEFBwRPvGxkZicaNG6OkpEQHkREZBxaARLVs8+bNEIlEKi8XFxf069cPe/fu1Xd41bp06RJEIhFkMhlycnL0HU6V/vjjD+zfvx/vvfeesi0+Pl6Z72+//Vbjfj169IBIJEK7du2UbUVFRVizZg0CAwPRoEEDWFtbo1OnTli7di3Ky8tV9g8ODkbz5s0RERGhmw/2l39/f6p6xcfH6zSOp1VeXo4FCxZg+vTpsLKyUraXlpZi1apV6NSpE2xsbGBnZ4e2bdti8uTJuHz5srLfG2+8gdLSUvzvf//TR/hE9YKJvgMgMlYff/wxmjRpAkEQkJGRgc2bN2PgwIHYtWsXXnzxRX2Hp9G3334LNzc3PHz4ED/88AMmTpyo75A0WrZsGZ5//nk0b95cbZtMJsO2bdvw2muvqbSnpKQgISEBMplMpf3GjRuYPn06nn/+eYSFhcHGxgb79u3DW2+9haNHj2LLli0q/d9880288847WLhwIaytrbX/4QB88803Ku+//vprxMbGqrW3bt0a69evh0Kh0EkcT2vXrl1ITk7G5MmTVdqHDx+OvXv3IjQ0FJMmTYJcLsfly5fx66+/onv37vD29gZQ8Xc4duxYrFixAtOnT4dIJNLHxyAybAIR1apNmzYJAITjx4+rtD948EAwNTUVRo8erbVjFRQUaG0shUIheHl5CWFhYcJLL70k9O3bt8b7FRUVaS2Ox8nIyBBMTEyEr776SqX9wIEDAgBh2LBhgomJiZCVlaWy/ZNPPhFcXV2Fnj17Cm3btlW2Z2VlCefPn1c7zrhx4wQAwtWrV9WOL5FIhA0bNmjxU1Vv6tSpgiH973zIkCFCz549VdqOHTsmABA++eQTtf5lZWVCdna2StuJEycEAEJcXJxOYyWqr3gJmKiOsLOzg7m5OUxM/j4xX3nZ8t+X8lJSUiASibB582Zl2xtvvAErKytcv34dAwcOhLW1NV599VUAFZcMp02bhujoaLRr1w5SqRRt27ZFTExMjeP7448/kJKSglGjRmHUqFE4dOgQ7ty5o9bPy8sLL774Ivbt24cuXbrA3NxceakuJycHs2bNgoeHB6RSKZo3b46lS5eqnaH67LPP0L17dzg6OsLc3By+vr744YcfahTn7t27UVZWhoCAAI3bhw4dCqlUih07dqi0b9u2Da+88gokEolKu5OTE9q2bas2zksvvQSg4rL4P7m4uKBDhw74+eefq40zMzMTzs7O6Nu3LwRBULZfu3YNlpaWGDlyZLX719S/7wGs/O589tlnWLNmDZo2bQoLCwsEBgbi9u3bEAQB4eHhaNSoEczNzTF06FA8ePBAbdy9e/eiV69esLS0hLW1NQYNGoQLFy48Np7i4mLExMSo/f1cv34dQMVl+H+TSCRwdHRUafP19YWDg8Nj80xEmrEAJNKT3NxcZGdnIysrCxcuXMCUKVNQUFCgdmnySZSVlSEoKAguLi747LPPMHz4cOW2I0eO4K233sKoUaPw6aefori4GMOHD8f9+/drNPbWrVvRrFkzdO3aFYMHD4aFhQW+++47jX2Tk5MRGhqKAQMGYNWqVejYsSOKiorQp08ffPvttxgzZgw+//xz9OjRA3PmzEFYWJjK/pX3gX388cdYvHgxTExMMGLECOzevfuxcSYkJMDR0RGenp4at1tYWGDo0KEqsZ85cwYXLlzA6NGja5QLAEhPTwdQUSD+m6+vLxISEqrd38XFBWvXrsXBgwfxxRdfAAAUCgXeeOMNWFtb48svv6xxLE9j69at+PLLLzF9+nT83//9Hw4ePIhXXnkF8+bNQ0xMDN577z1MnjwZu3btwjvvvKOy7zfffINBgwbBysoKS5cuxYcffoiLFy+iZ8+eSElJqfa4SUlJKC0tRefOnVXaK/++tm7dirKyshp9hs6dO+OPP/6o+Ycmor/p+xQkkbGpvAT875dUKhU2b96s0rfysuWBAwdU2m/evCkAEDZt2qRsGzt2rABAeP/999WOCUAwMzMTrl27pmw7c+aMAED44osvHhtzaWmp4OjoKMydO1fZNnr0aMHHx0etr6enpwBAiImJUWkPDw8XLC0thStXrqi0v//++4JEIhFSU1OVbf++ZFxaWiq0a9dO6N+//2Nj7dmzp+Dr66vWXpnLHTt2CL/++qsgEomUx5w9e7bQtGlTQRAEoU+fPiqXgDUpKSkR2rRpIzRp0kSQy+Vq2xcvXiwAEDIyMh4bb2hoqGBhYSFcuXJFWLZsmQBAiI6Ofux+/1TdJeCxY8cKnp6eyveV3x1nZ2chJydH2T5nzhwBgODj46PymUJDQwUzMzOhuLhYEARByM/PF+zs7IRJkyapHCc9PV2wtbVVa/+3r776SgAgnDt3TqVdoVAIffr0EQAIrq6uQmhoqLBmzRrh1q1bVY41efJkwdzcvNrjEZFmPANIpCdr1qxBbGwsYmNj8e2336Jfv36YOHEifvzxx2cad8qUKRrbAwIC0KxZM+X7Dh06wMbGBjdu3HjsmHv37sX9+/cRGhqqbAsNDVWeOfu3Jk2aICgoSKVtx44d6NWrF+zt7ZGdna18BQQEoLy8HIcOHVL2NTc3V/788OFD5ObmolevXjh58uRjY71//z7s7e2r7RMYGAgHBwdERUVBEARERUWpfLbHmTZtGi5evIjVq1erXLKvVHn87Ozsx461evVq2Nra4uWXX8aHH36I119/HUOHDq1xLE9rxIgRsLW1Vb738/MDALz22msqn8nPzw+lpaW4e/cuACA2NhY5OTkIDQ1V+XuUSCTw8/PDgQMHqj1u5Rnnf/8diUQi7Nu3D4sWLYK9vT2+++47TJ06FZ6enhg5cqTGWef29vZ49OgRioqKnioHRMaMs4CJ9KRbt27o0qWL8n1oaCg6deqEadOm4cUXX4SZmdkTj2liYoJGjRpp3Na4cWO1Nnt7ezx8+PCx43777bdo0qQJpFIprl27BgBo1qwZLCwssHXrVixevFilf5MmTdTGuHr1Ks6ePQtnZ2eNx8jMzFT+/Ouvv2LRokU4ffq0ylpvNZ3tKfzjnjpNTE1NMWLECGzbtg3dunXD7du3a3z5d9myZVi/fj3Cw8MxcODAao9fk3gdHBzw+eefY8SIEXB1dcXnn39eozie1b+/D5XFoIeHh8b2yu/J1atXAQD9+/fXOK6NjU2Njq/p70gqlWLu3LmYO3cu7t27h4MHD2LVqlX4/vvvYWpqqrZ8z5PkmYhUsQAkqiPEYjH69euHVatW4erVq2jbtm2Vv9j+vf5cJalUCrFY84n9f09uqPS4YikvLw+7du1CcXExWrRoobZ927Zt+OSTT1Ri/ecZvEoKhQIDBgzAu+++q/E4LVu2BAAcPnwYQ4YMQe/evfHll1+iQYMGMDU1xaZNm7Bt27ZqYwUAR0fHGhW1o0ePRmRkJD766CP4+PigTZs2j91n8+bNeO+99/Cf//wH8+bNq7Jf5fE13R+oyb59+5T73blzB3Z2djXa71lU9X143PekcsLON998Azc3N7V+ms6I/lPlZI6HDx9W+Y8VAGjQoAFGjRqF4cOHo23btvj++++xefNmlfEfPnwICwsLjd83IqoeC0CiOqTy5vfKpyNUXib79+WvW7du1VpMP/74I4qLi7F27Vq1giY5ORnz5s3DH3/8gZ49e1Y7TrNmzVBQUFDl7NxKO3fuhEwmw759+yCVSpXtmzZtqlG83t7e2Llz52P79ezZE40bN0Z8fDyWLl362P4///wzJk6ciGHDhmHNmjXV9r158yacnJyqPNv5TzExMfjqq6/w7rvvYuvWrRg7diz+/PPPxxZS+lJ5G4GLi8tj/y41qVzL7+bNm2jfvv1j+5uamqJDhw64evUqsrOzVYrOmzdvonXr1k8cAxFxFjBRnSGXy7F//36YmZkpf6l5enpCIpGo3B8HQOczRP/p22+/RdOmTfGf//wHL7/8ssrrnXfegZWVFbZu3frYcV555RUkJiYqz3b9U05OjrL4lUgkEIlEKmc5U1JSEB0dXaN4/f398fDhw8fe2ygSifD5559jwYIFeP3116vte+jQIYwaNQq9e/fG1q1bqzzLWikpKQn+/v6PjTUnJwcTJ05Et27dsHjxYnz11Vc4efKk2iX1uiQoKAg2NjZYvHgx5HK52vbHPQbP19cXZmZmOHHihEr71atXkZqaqtY/JycHiYmJsLe3VyuoT548ie7duz/FpyCiuvlPTCIjsHfvXuXjrTIzM7Ft2zZcvXoV77//vvI+KltbW4wYMQJffPEFRCIRmjVrhl9//VXlfjldSktLw4EDBzBjxgyN26VSKYKCgrBjxw58/vnnMDU1rXKs2bNn45dffsGLL76IN954A76+vigsLMS5c+fwww8/ICUlBU5OThg0aBBWrFiB4OBgjB49GpmZmVizZg2aN2+Os2fPPjbmQYMGwcTEBL/99pvakyb+bejQoY+dcHHr1i0MGTIEIpEIL7/8str6gR06dECHDh2U7zMzM3H27FlMnTr1sbHOnDkT9+/fx2+//QaJRILg4GBMnDgRixYtwtChQ+Hj4/PYMWqbjY0N1q5di9dffx2dO3fGqFGj4OzsjNTUVOzevRs9evTA6tWrq9xfJpMhMDAQv/32Gz7++GNl+5kzZzB69Gi88MIL6NWrFxwcHHD37l1s2bIFaWlpWLlypcrl6aSkJDx48KBWJswQ1UcsAIn0ZP78+cqfZTIZvL29sXbtWrz55psq/b744gvI5XJERkZCKpXilVdewbJly1SeV6srUVFRUCgUGDx4cJV9Bg8ejJ07d2Lv3r0YMmRIlf0sLCxw8OBBLF68GDt27MDXX38NGxsbtGzZEgsXLlRONujfvz82bNiAJUuWYNasWWjSpAmWLl2KlJSUGhWArq6uGDhwIL7//vvHFoA1cfPmTeTm5gKAxqJuwYIFKgXgjz/+qPx7qs4vv/yCr7/+GsuXL1deFgWAFStWIDY2FmPHjsXx48erLar1ZfTo0XB3d8eSJUuwbNkylJSUoGHDhujVqxfGjRv32P3Hjx+P4cOH4/bt28pJJ71790Z4eDj27t2LFStWICsrS/nc5aVLl6qsaQlUzCpv3LhxlZNRiKh6IuFxd4ATERmYw4cPo2/fvrh8+bLGiSu61KlTJ/Tt2xf//e9/a/W4hqS8vBxt2rTBK6+8gvDw8Cfev6SkBF5eXnj//fcxc+ZMHURIVP+xACSieumFF15Ao0aNsH79+lo7ZkxMDF5++WXcuHEDLi4utXZcQ7R9+3ZMmTIFqampsLKyeqJ9IyMjsXjxYly9elVlohAR1RwLQCIiIiIjw1nAREREREaGBSARERGRkWEBSERERGRkWAASERERGRkWgERERERGhgtBPwOFQoG0tDRYW1tDJBLpOxwiIiKqAUEQkJ+fD3d398c+2rG+YgH4DNLS0pSr2BMREZFhuX37Nho1aqTvMPSCBeAzsLa2BlDxBap8dqu2yOVy7N+/H4GBgXXyUVCGiDnVDeZV+5hT3WBetc9Qc5qXlwcPDw/l73FjxALwGVRe9rWxsdFJAWhhYQEbGxuD+o+qLmNOdYN51T7mVDeYV+0z9Jwa8+1bxnnhm4iIiMiIsQAkIiIiMjIsAImIiIiMDAtAIiIiIiPDApCIiIjIyLAAJCIiIjIyLACJiIiIjAwLQCIiIiIjwwKQiIiIyMiwACQiIiIyMiwAiYiIiIwMC0AiIiIiI2Oi7wCIiIjIOJWUleNBYanK62FhKR4WyfGwqOLPFzs0QFBbN32HWu+wACQiIqJnJggC8kvK8LCwFPcLS/GgoBQPikrVCrz7haV4UFiCh4VyFJSUPXbcJk6WLAB1gAUgERERaSQIAnKK5MgqKEFWfsUr+x8/Z+QVI+WeBIvPH8TDIjlKyxVPfAyJWAR7CzM4WprB3tIUDpZmsLeoeNlZmMLX014Hn4xqpQBcs2YNli1bhvT0dPj4+OCLL75At27dquy/Y8cOfPjhh0hJSUGLFi2wdOlSDBw4ULldJBJp3O/TTz/F7NmzER8fj379+mnsc+zYMXTt2hUpKSlo0qSJ2vbExEQ899xzT/gJiYiIDEdhSVlFEfePYk6luCv4+728XHjMaCIAJcp3FmaSioLOygwOlmZwsPjrT6u/f3a0Mvur6JPCxtykyt/rpDs6LwC3b9+OsLAwREZGws/PDytXrkRQUBCSk5Ph4uKi1j8hIQGhoaGIiIjAiy++iG3btiEkJAQnT55Eu3btAAD37t1T2Wfv3r2YMGEChg8fDgDo3r27Wp8PP/wQcXFx6NKli0r7b7/9hrZt2yrfOzo6auVzExER1bZyhYD7BSVIzyvGvdxiZFT+mfv3+/S8YhSVlj/RuHYWpnC2ksLZ+q/XXz87WJjg+sUzCO7bA862FnC0NIPMVKKjT0fapPMCcMWKFZg0aRLGjRsHAIiMjMTu3buxceNGvP/++2r9V61aheDgYMyePRsAEB4ejtjYWKxevRqRkZEAADc31XsBfv75Z/Tr1w9NmzYFAJiZman0kcvl+PnnnzF9+nS1f2U4OjqqjUdERFTXlJSVIzOvBPdyK4q49NxHSM8tQXreI6TnFiM9txiZ+SUoUzzujF0Fc1MJXGykGgs7Z2spnP762dHKDFITzUWdXC7HnrTTaOtuA1NTU21+XNIxnRaApaWlSEpKwpw5c5RtYrEYAQEBSExM1LhPYmIiwsLCVNqCgoIQHR2tsX9GRgZ2796NLVu2VBnHL7/8gvv37yuL0H8aMmQIiouL0bJlS7z77rsYMmRIleOUlJSgpOTv09x5eXkAKv4DkMvlVe73NCrH0/a4xow51Q3mVfuYU92o63nNeyTH3Zxi3M159Nfr75/v5RbjQWHN4haLAGcrKVxtpHC1kcHtH3+62crg+lfRZymtYQkgKCCXa763r67ntCqGFq8u6LQAzM7ORnl5OVxdXVXaXV1dcfnyZY37pKena+yfnp6usf+WLVtgbW2NYcOGVRnHhg0bEBQUhEaNGinbrKyssHz5cvTo0QNisRg7d+5ESEgIoqOjqywCIyIisHDhQrX2/fv3w8LCosrjP4vY2FidjGvMmFPdYF61jznVDX3kVRCAwjLgQQnwoESEh3/9+c/3j8offx+ciUiAnRlgawbYSYWKP83+/tPODLA2AySiMgCFf+9YUPG6nwbc18HnM7TvalFRkb5D0DuDnwW8ceNGvPrqq5DJZBq337lzB/v27cP333+v0u7k5KRyprFr165IS0vDsmXLqiwA58yZo7JPXl4ePDw8EBgYCBsbGy18mr/J5XLExsZiwIABPK2uJcypbjCv2sec6oau8/qotBy3Hxbh1v1HuPWgCLcfFuHuw7/P4j2q4izaP9lbmKKRvTncbWUVf9qZo6GdDO625nCzlcLO3LROTZgw1O9q5RU8Y6bTAtDJyQkSiQQZGRkq7RkZGVXed+fm5lbj/ocPH0ZycjK2b99eZQybNm2Co6NjtZd2K/n5+VX7rxipVAqpVKrWbmpqqrMvvi7HNlbMqW4wr9rHnOrGs+Q1v1iOW/eLcOt+EVLuF+LW/UKk3C/CrfuFyMgreez+LtZSNLQ3R0M7czSyt0BDe3M0sjdHIztzNLQ3h4WZYZ6XMbTvqiHFqis6/aaZmZnB19cXcXFxCAkJAQAoFArExcVh2rRpGvfx9/dHXFwcZs2apWyLjY2Fv7+/Wt8NGzbA19cXPj4+GscSBAGbNm3CmDFjavSXffr0aTRo0ODxH4yIiOqtnKJSZVGXkl3x560HFX9mF5RWu6+NzAReTpbwdLREYwdzeCiLPAs0sJVxhizVGTr/p0ZYWBjGjh2LLl26oFu3bli5ciUKCwuVEzLGjBmDhg0bIiIiAgAwc+ZM9OnTB8uXL8egQYMQFRWFEydOYN26dSrj5uXlYceOHVi+fHmVx/79999x8+ZNTJw4UW3bli1bYGZmhk6dOgEAfvzxR2zcuBFfffWVtj46ERHVUWXlCtx++AjXMgtwPasA1zIrXjezC5H7qPoJAk5WZmjsYAEvx4pCz8vJouJPRwvYWZjV0icgejY6LwBHjhyJrKwszJ8/H+np6ejYsSNiYmKUEz1SU1MhFouV/bt3745t27Zh3rx5+OCDD9CiRQtER0cr1wCsFBUVBUEQEBoaWuWxN2zYgO7du8Pb21vj9vDwcNy6dQsmJibw9vbG9u3b8fLLL2vhUxMRUV1QVFqGG1mFuJ5VgOR7eUhIFmP19T9w6/6jap9a4WYjQ2NHC3g5VhZ3lvB0tICnowWsZbx8SIZPJAhCzRYMIjV5eXmwtbVFbm6uTiaB7NmzBwMHDuS9ClrCnOoG86p9zOmTyykqxZWMv8/kVZ7Vu5vzqMp9ZKZiNHO2QjNnKzR3qfizmYslPB0sYW7GS7U1YajfVV3+/jYUhnm3KRERGaVHpeW4llmAy+l5uJKRj8vp+biSkV/tBAwHSzM0d7ZCEydzlGSlYnCfrmjpZouGduYQi+vOjFqi2sQCkIiI6pxyhYCb2YVITs9HckY+ktPzcCWjACn3C1HVdauGduZo4fr3Gb3Ks3oOlhX35VWcrbqF3i2cDOpsFZEusAAkIiK9Kiotw+X0fFxMy8PFe3m4kJaH5PQ8FFexbp6DpRlauVqjlVvFq6WrNVq6WvHePKInwAKQiIhqzcPCUpy7m4sLfxV7F9NycTO7EJoeX2tuKkFLN2u0crVCKzcbZdHnZGVWpxZDJjJELACJiEgncooqir1zd3Nx7k7Fn3ceap6U4WwtRZsGNmjrboM27jZo08AGno6WkPAePSKdYAFIRETPLL9YjnN3cnHmTi7O383F2bs5uP1Ac7HXxMkSbd1t0NbdFm3cbdC6gTVcrDU/zpOIdIMFIBERPZGycgWSM/Jx+nYOTqfm4PTtHFzLKtA4OcPT0QLtG9qiQyNbtGtY8bLhvXpEescCkIiIqpWRV4yTtx7i1F8F37m7uXgkL1fr19DOHB097NC+kS3aN7RFO3db2Fqw2COqi1gAEhGRUrlCQHJ6PpJSHyIp5QFO3Hqo8b49a6kJfDzs0PGvl4+HHZytpXqImIieBgtAIiIjVlBShtOpOThx6wGSbj3E6dQc5JeUqfQRiwBvNxt0alxR7HVqbIemTlZcRJnIgLEAJCIyIrlFchxPeYA/b97Hnzcf4PzdXLUlWKykJujU2A6+nvbo4umAjo3tYCXlrwui+oT/RRMR1WMPCktx7OZ9HL3xAH/efIDL6XlqkzUa2pmji5c9unjaw9fTAa3crLn8ClE9xwKQiKgeyS2SI/HGfSRcz8bRG/dxJaNArU9TJ0v4NXWAXxNHdGviAHc7cz1ESkT6xAKQiMiAFcvLcSLlIf64no2Ea9k4p+GSbktXK/g1cYRfUwd083KAiw3X3CMydiwAiYgMSLlCwLm7ufjjWjb+uJaNE7ceorRM9Zm5TZ0t0aOZE7o3qzjD52jF2blEpIoFIBFRHZeRV4yDV7Jw8EoWjlzNRu4jucp2NxsZujd3RI9mTujR3AlutjzDR0TVYwFIRFTHlJQpcCVXhHP7ruDItfu4nJ6vst1GZgL/Zo7o0dwJ3Zs5oZmzJUQiTtogoppjAUhEVAfczXmE3y9l4OCVLCRcv4+iUgmAFACASAT4NLJDn5bO6NPKGT6N7DhLl4ieCQtAIiI9UCgEnL6Tg98vZeK3SxlqZ/msTQUEtGuIft6u6NXcCfaWZnqKlIjqIxaARES1pLCkDIevZiPuUgYOJGciu6BUuU0sAnw97dHP2wU9mtrjxskjeHFQO5ia8lm6RKR9LACJiHQoM78Y+y9kIPZiBhJv3FeZsWstNUHvVs4IaO2Cvi1dlGf55HI5UniFl4h0iAUgEZGW3XlYhJjz6dh3IR0nbj1UefJGYwcLPN/aBQGtXdHVywFmJmL9BUpERosFIBGRFlzPKkDM+XTEnE/Hubu5Kts6etghqK0bBrRxQTNnK87YJSK9YwFIRPQUBEFAckY+9py9h73n03E18+9HrolFQFcvB7zQzg2Bbd34qDUiqnNYABIRPYGb2YXYdSYNu86kqRR9phIRujdzQnA7Nwxo4wonPn2DiOowFoBERI+RlvMIu8/ewy9n0lQu75pJxOjTyhkD27uhv7crbM05Y5eIDAMLQCIiDbILSrD3XEXRdzzlobJdIhahR3MnDO7QAEHt3GAjY9FHRIaHBSAR0V+K5eWIu5SJnSfv4OCVLJQr/p6+262JAwb7uGNgOzc48vIuERk4FoBEZNQEQcDJ1Bz8ePIOdp1JQ15xmXJbh0a2GOLjjkEdGqCBLSdyEFH9wQKQiIzSnYdFiD51Fz+evIsb2YXK9ga2MrzUqSGGdW6E5i5WeoyQiEh3amUF0jVr1sDLywsymQx+fn44duxYtf137NgBb29vyGQytG/fHnv27FHZLhKJNL6WLVum7OPl5aW2fcmSJSrjnD17Fr169YJMJoOHhwc+/fRT7X1oIqpziuXl+OnUHYSuO4qeSw/gs/1XcCO7EOamEgzr1BBbJ/rhyHv98W6wN4s/IqrXdH4GcPv27QgLC0NkZCT8/PywcuVKBAUFITk5GS4uLmr9ExISEBoaioiICLz44ovYtm0bQkJCcPLkSbRr1w4AcO/ePZV99u7diwkTJmD48OEq7R9//DEmTZqkfG9tba38OS8vD4GBgQgICEBkZCTOnTuH8ePHw87ODpMnT9ZmCohIz65k5GPbn6n46dRd5D6SK9v9mzpiuG8jBLdzg5WUF0SIyHjo/P94K1aswKRJkzBu3DgAQGRkJHbv3o2NGzfi/fffV+u/atUqBAcHY/bs2QCA8PBwxMbGYvXq1YiMjAQAuLm5qezz888/o1+/fmjatKlKu7W1tVrfSlu3bkVpaSk2btwIMzMztG3bFqdPn8aKFStYABLVA49Ky/Hr2TREHb+NpFt/z+JtaGeOV7p4YLhvQzSyt9BjhERE+qPTArC0tBRJSUmYM2eOsk0sFiMgIACJiYka90lMTERYWJhKW1BQEKKjozX2z8jIwO7du7Flyxa1bUuWLEF4eDgaN26M0aNH4+2334aJiYnyOL1794aZmZnKcZYuXYqHDx/C3t5ebbySkhKUlJQo3+fl5QGoeHC7XC5X6/8sKsfT9rjGjDnVjbqW10v38vF90h38fOYe8v+a0CERi9C/lTNGdW2EHs0cIRFXPIqtrsT8b3Utp/UF86p9hppTQ4tXF3RaAGZnZ6O8vByurq4q7a6urrh8+bLGfdLT0zX2T09P19h/y5YtsLa2xrBhw1TaZ8yYgc6dO8PBwQEJCQmYM2cO7t27hxUrViiP06RJE7XjVG7TVABGRERg4cKFau379++HhYVuziTExsbqZFxjxpzqhj7zWqYATt0X4XC6GLcK/n7OrqNUgL+rAt2cBdiapaHgahr2XdVbmE+M31XdYF61z9ByWlRUpO8Q9M7gb3rZuHEjXn31VchkMpX2f55F7NChA8zMzPDmm28iIiICUunTreE1Z84clXHz8vLg4eGBwMBA2NjYPN0HqIJcLkdsbCwGDBgAU1MuNKsNzKlu6DOvGXnF+O74HUQdv4P7haUAKh7JFuDtgpFdG8G/iQPEYtFjRql7+F3VDeZV+ww1p5VX8IyZTgtAJycnSCQSZGRkqLRnZGRUeW+em5tbjfsfPnwYycnJ2L59+2Nj8fPzQ1lZGVJSUtCqVasqj1MZgyZSqVRj8WhqaqqzL74uxzZWzKlu1FZeK9bte4hNf6Qg5nw6yv5arNnNRobXnmuMkV0bw9m6fizUzO+qbjCv2mdoOTWkWHVFp8vAmJmZwdfXF3Fxcco2hUKBuLg4+Pv7a9zH399fpT9QcWpZU/8NGzbA19cXPj4+j43l9OnTEIvFypnH/v7+OHTokMp9ALGxsWjVqpXGy79EpF/F8nLsOHEbg1cfwfC1ifj17D2UKQR083LAmtGdcfi9fpjWv0W9Kf6IiHRJ55eAw8LCMHbsWHTp0gXdunXDypUrUVhYqJwVPGbMGDRs2BAREREAgJkzZ6JPnz5Yvnw5Bg0ahKioKJw4cQLr1q1TGTcvLw87duzA8uXL1Y6ZmJiIP//8E/369YO1tTUSExPx9ttv47XXXlMWd6NHj8bChQsxYcIEvPfeezh//jxWrVqF//73vzrOCBE9ieyCEnydkIJv/0zFg78u80pNxBja0R1ju3uhrbutniMkIjI8Oi8AR44ciaysLMyfPx/p6eno2LEjYmJilBMuUlNTIRb/fSKye/fu2LZtG+bNm4cPPvgALVq0QHR0tHINwEpRUVEQBAGhoaFqx5RKpYiKisJHH32EkpISNGnSBG+//bbK/Xu2trbYv38/pk6dCl9fXzg5OWH+/PlcAoaojkjJLsT6wzfwQ9IdlJQpAADutjK85u+JUV0bw8HS7DEjEBFRVWplEsi0adMwbdo0jdvi4+PV2kaMGIERI0ZUO+bkyZOrLNY6d+6Mo0ePPjauDh064PDhw4/tR0S15/TtHKw7dB17z6dDqLi9Dz6NbDG5dzMEtXWFiaRWHmBERFSvGfwsYCIyfAqFgPgrmfjfwRv48+YDZXu/Vs6Y3LsZnmvqAJHI8GbzEhHVVSwAiUhv5OUK/Hw6DesOXceVjAIAFcu4DPFpiMm9m6KVm/VjRiAioqfBApCIap28XIEfT97BmgPXkfqgYkFWK6kJRvs1xrgeXmhga67nCImI6jcWgERUa0rLFPgh6Q7WHLiGuzmPAABOVmaY0LMpXn2uMWxkXJuLiKg2sAAkIp0rKSvHjhN3sDb++j8KPyn+06cpXvXzhLmZRM8REhEZFxaARKQzxfJyfH/iNtbGX8e93GIAgIu1FP/p0wyj/RpDZsrCj4hIH1gAEpHWycsViDp+G6t/v4qMvBIAFY9qm9K3GUZ29WDhR0SkZywAiUhrFAoBv567h+X7k3HrfsXkjga2MrzVtxlGdGHhR0RUV7AAJKJnJgjA4avZWP7bNVxIywNQMbljev8WGNXNA1ITFn5ERHUJC0Aieianb+dg9UUxrh09CaBiOZc3ezfF+J5NYCnl/2KIiOoi/t+ZiJ7KtcwCfLYvGTEX0gGIYSoRYYy/F6b2a87n9BIR1XEsAInoiWTmF2PF/iv4/sRtKARALAK6OCmwbEwfeDrb6Ds8IiKqARaARFQjJWXl2PxHCr74/RoKSsoAAAGtXRH2fDNcTToEdzs+vYOIyFCwACSiagmCgLhLmVi0+yJS/prZ26GRLea/2AZdvBwgl8txVc8xEhHRk2EBSERVupKRj/BfL+Lw1WwAgLO1FO8Fe2NYp4YQi0V6jo6IiJ4WC0AiUpNTVIqVv13FN0dvoVwhwEwixoReTTC1X3NYcWYvEZHB4//JiUiprFyB746lYnnsFeQUyQEAQW1d8cHA1vB0tNRzdEREpC0sAIkIAHDmdg7m/HgOF+9VLOTcytUa8we3QY/mTnqOjIiItI0FIJGRyy+WY/n+K9iSmAJBAGzNTfFOYEuEdmsME4lY3+EREZEOsAAkMlKCIGDfhQx89MsFpOcVAwBCOrpj3ott4GQl1XN0RESkSywAiYzQ3ZxHWPDzBfx2KQMA4OlogUUh7dCrhbOeIyMiotrAApDIiJSVK7A5IQUrYq+gqLQcphIR3uzdDNP6N4fMVKLv8IiIqJawACQyEmfvVEzyuJBWMcmji6c9Fg9rj5au1nqOjIiIahsLQKJ6rqSsHJ/HXcXa+OtQCICNzAQfDGyNV7p4cDFnIiIjxQKQqB67mJaHsO9P43J6PgDgxQ4NsGBwWzhbc5IHEZExYwFIVA+VlSsQefA6VsVdhbxcgIOlGRaFtMPA9g30HRoREdUBLACJ6plrmQX4v+9P48ydXABAYBtXfPJSe571IyIiJRaARPWEQiFg4x83sWxfMkrKFLCWmWDhkLZ4qVNDiES814+IiP7GApCoHki9X4R3fjiDYzcfAAB6t3TG0uHt0cDWXM+RERFRXcQCkMiACYKAHSfu4KNdF1BUWg4LMwnmDWqD0G4ePOtHRERVqpUHfa5ZswZeXl6QyWTw8/PDsWPHqu2/Y8cOeHt7QyaToX379tizZ4/KdpFIpPG1bNkyAEBKSgomTJiAJk2awNzcHM2aNcOCBQtQWlqqHCMlJUXjGEePHtV+Aoh0oKCkDLO2n8a7O8+iqLQc3Zo4IGZmb4z2a8zij4iIqqXzM4Dbt29HWFgYIiMj4efnh5UrVyIoKAjJyclwcXFR65+QkIDQ0FBERETgxRdfxLZt2xASEoKTJ0+iXbt2AIB79+6p7LN3715MmDABw4cPBwBcvnwZCoUC//vf/9C8eXOcP38ekyZNQmFhIT777DOVfX/77Te0bdtW+d7R0VHbKSDSuvN3czFt20mk3C+CRCxC2ICWmNKnGdf1IyKiGtF5AbhixQpMmjQJ48aNAwBERkZi9+7d2LhxI95//321/qtWrUJwcDBmz54NAAgPD0dsbCxWr16NyMhIAICbm5vKPj///DP69euHpk2bAgCCg4MRHBys3N60aVMkJydj7dq1agWgo6Oj2nhEdZUgCNickIKIPZdRWq6Au60Mn4d2QhcvB32HRkREBkSnBWBpaSmSkpIwZ84cZZtYLEZAQAASExM17pOYmIiwsDCVtqCgIERHR2vsn5GRgd27d2PLli3VxpKbmwsHB/VfkkOGDEFxcTFatmyJd999F0OGDKlyjJKSEpSUlCjf5+VVPFJLLpdDLpdXe/wnVTmetsc1Zoae05wiOeb8dB6/Xc4CAAxo7YLFIW1hZ2Gq189k6Hmti5hT3WBetc9Qc2po8eqCTgvA7OxslJeXw9XVVaXd1dUVly9f1rhPenq6xv7p6eka+2/ZsgXW1tYYNmxYlXFcu3YNX3zxhcrZPysrKyxfvhw9evSAWCzGzp07ERISgujo6CqLwIiICCxcuFCtff/+/bCwsKjy+M8iNjZWJ+MaM0PM6c18YPMVCXJKRZCIBIR4KtDLNg0J8Wn6Dk3JEPNa1zGnusG8ap+h5bSoqEjfIeidwc8C3rhxI1599VXIZDKN2+/evYvg4GCMGDECkyZNUrY7OTmpnGns2rUr0tLSsGzZsioLwDlz5qjsk5eXBw8PDwQGBsLGxkZLn6iCXC5HbGwsBgwYAFNTU62ObawMMacKhYB1h2/iiz+vo1whwNPBAqtGdkBbd+1+356FIea1rmNOdYN51T5DzWnlFTxjptMC0MnJCRKJBBkZGSrtGRkZVd535+bmVuP+hw8fRnJyMrZv365xrLS0NPTr1w/du3fHunXrHhuvn59ftf+KkUqlkErVn6Zgamqqsy++Lsc2VoaS09xHcry9/Qx+v5wJAAjp6I5FL7WHlbRu/rvNUPJqSJhT3WBetc/QcmpIseqKTpeBMTMzg6+vL+Li4pRtCoUCcXFx8Pf317iPv7+/Sn+g4tSypv4bNmyAr68vfHx81LbdvXsXffv2ha+vLzZt2gSx+PEf9fTp02jQgM9KJf27lpmPkDV/4PfLmZCaiPHp8A7478iOdbb4IyIiw6Lz3yZhYWEYO3YsunTpgm7dumHlypUoLCxUzgoeM2YMGjZsiIiICADAzJkz0adPHyxfvhyDBg1CVFQUTpw4oXYGLy8vDzt27MDy5cvVjllZ/Hl6euKzzz5DVlaWclvlmcQtW7bAzMwMnTp1AgD8+OOP2LhxI7766iud5IGopvZfSEfY92dQUFKGhnbm+N/rvmjX0FbfYRERUT2i8wJw5MiRyMrKwvz585Geno6OHTsiJiZGOdEjNTVV5exc9+7dsW3bNsybNw8ffPABWrRogejoaOUagJWioqIgCAJCQ0PVjhkbG4tr167h2rVraNSokco2QRCUP4eHh+PWrVswMTGBt7c3tm/fjpdfflmbH5+oxhQKAavirmJV3FUAwHNNHbBmdGc4WqnfdkBERPQsauV60rRp0zBt2jSN2+Lj49XaRowYgREjRlQ75uTJkzF58mSN29544w288cYb1e4/duxYjB07tto+RLUlv7jifr/fLlXc//pGdy/MHdQappJaeVgPEREZGd5QRKRnN7IKMOnrE7ieVQgzEzE+CWmHEV089B0WERHVYywAifTo98sZmPndaeSXlMHNRobI133R0cNO32EREVE9xwKQSA8EQcCX8dfx2f5kCALg62mPta91hou15vUsiYiItIkFIFEtk5crMPenc/j+xB0AwGi/xvhocFuYmfB+PyIiqh0sAIlqUUFJGd7aehKHrmRBLAI+GtIWY/y99B0WEREZGRaARLUkM68Y4zYfx4W0PMhMxfgitDMGtHF9/I5ERERaxgKQqBZcy8zH2I3HcTfnERwtzbDhja6c7EFERHrDApBIx47dfIBJX59A7iM5vBwtsGV8N3g6Wuo7LCIiMmIsAIl06NezaQjbfgal5Qp0amyHr8Z04ZM9iIhI71gAEumAIAjYcOQmFu2+BAAIbOOKVaM6wdxMoufIiIiIWAASaV25QkD4rxexOSEFQMVj3T58sQ0kYpF+AyMiIvoLC0AiLZKXK/B/35/BL2fSAABzB7bGxF5NIBKx+CMiorqDBSCRlpSWKTD9u5PYdyEDJmIRVozsiCE+7voOi4iISA0LQCItKJaX462tJ/H75UyYScRY+1pnPN+aa/wREVHdxAKQ6Bk9Ki3HpK9P4Mi1bMhMxVj3ehf0bums77CIiIiqxAKQ6BkUlJRh/ObjOHbzASzMJNj4Rlc819RR32ERERFViwUg0VPKfSTHG5uO4VRqDqylJtg8vit8PR30HRYREdFjsQAkegoPC0sxZuMxnLubC1tzU3wzoRs6NLLTd1hEREQ1wgKQ6AllF5Tgta/+xOX0fDhamuGbCX5o426j77CIiIhqjAUg0RPIyCvG6PVHcT2rEM7WUmyb6IcWrtb6DouIiOiJsAAkqqHM/GKMWncUN7ML0cBWhm2TnkMTJ0t9h0VERPTEWAAS1UBukRxjNhzDzexCNLQzR9Tk5+DhYKHvsIiIiJ6KWN8BENV1hSVleGPzMVxOz6+47DvJj8UfEREZNLUzgJcuXUJUVBQOHz6MW7duoaioCM7OzujUqROCgoIwfPhwSKVSfcRKVOuK5eWY/M0JnErNga25Kb6d4AdPR172JSIiw6Y8A3jy5EkEBASgU6dOOHLkCPz8/DBr1iyEh4fjtddegyAImDt3Ltzd3bF06VKUlJToM24inSsrV2DGd6fwx7X7sDSTYMv4bmjlxgkfRERk+JRnAIcPH47Zs2fjhx9+gJ2dXZU7JCYmYtWqVVi+fDk++OCD2oiRqNYpFALe3XkW+y9mwMxEjPVju6Cjh52+wyIiItIKZQF45coVmJqaPnYHf39/+Pv7Qy6X6zQwIn0RBAEf/3oRP568C4lYhDWjO6N7Myd9h0VERKQ1ykvANSn+/ulJ+xMZiv/GXsHmhBSIRMDyET4Y0MZV3yERERFpldos4EePHuHIkSO4ePGiWufi4mJ8/fXXtRIYkT6sP3QDn/9+DQDw8ZC2COnUUM8RERERaZ9KAXjlyhW0bt0avXv3Rvv27dGnTx/cu3dPuT03Nxfjxo2r9SCJasP246n4ZM8lAMDsoFZ43d9LvwERERHpiEoB+N5776Fdu3bIzMxEcnIyrK2t0aNHD6Smpj7TQdasWQMvLy/IZDL4+fnh2LFj1fbfsWMHvL29IZPJ0L59e+zZs0dlu0gk0vhatmyZss+DBw/w6quvwsbGBnZ2dpgwYQIKCgpUxjl79ix69eoFmUwGDw8PfPrpp8/0OclwHbiciTk/ngMAvNmnKd7q20zPEREREemOSgGYkJCAiIgIODk5oXnz5ti1axeCgoLQq1cv3Lhx46kOsH37doSFhWHBggU4efIkfHx8EBQUhMzMTI39ExISEBoaigkTJuDUqVMICQlBSEgIzp8/r+xz7949ldfGjRshEokwfPhwZZ9XX30VFy5cQGxsLH799VccOnQIkydPVm7Py8tDYGAgPD09kZSUhGXLluGjjz7CunXrnupzkuG6nJ6H6d+dgkIARvg2wvvB3hCJRPoOi4iISGdUCsBHjx7BxOTvtaFFIhHWrl2LwYMHo0+fPrhy5coTH2DFihWYNGkSxo0bhzZt2iAyMhIWFhbYuHGjxv6rVq1CcHAwZs+ejdatWyM8PBydO3fG6tWrlX3c3NxUXj///DP69euHpk2bAqhYzDomJgZfffUV/Pz80LNnT3zxxReIiopCWloaAGDr1q0oLS3Fxo0b0bZtW4waNQozZszAihUrnvgzkuHKzC/GhM0nUFBSBv+mjvjkpfYs/oiIqN5TeRKIt7c3Tpw4gdatW6t0qiy+hgwZ8kSDl5aWIikpCXPmzFG2icViBAQEIDExUeM+iYmJCAsLU2kLCgpCdHS0xv4ZGRnYvXs3tmzZojKGnZ0dunTpomwLCAiAWCzGn3/+iZdeegmJiYno3bs3zMzMVI6zdOlSPHz4EPb29mrHKikpUVkAOy8vDwAgl8u1vixO5Xhcbkd7/p3TYnk5Jm45jrs5j9DE0QKfj+wAkVAOubxcn2EaHH5XtY851Q3mVfsMNaeGFq8uqBSAL730Er777ju8/vrrah1Xr14NhUKByMjIGg+enZ2N8vJyuLqqLqPh6uqKy5cva9wnPT1dY//09HSN/bds2QJra2sMGzZMZQwXFxeVfiYmJnBwcFCOk56ejiZNmqgdp3KbpgIwIiICCxcuVGvfv38/LCx082zY2NhYnYxrzGJjY6EQgC1XxTh7XwwLEwGveuQhIZ65fhb8rmofc6obzKv2GVpOi4qK9B2C3qkUgHPmzFE5W/dvX375Jb788kudB/UkNm7ciFdffRUymUznx5ozZ47K2cm8vDx4eHggMDAQNjY2Wj2WXC5HbGwsBgwYwDUXteSfOf0iPgWn79+EqUSE9WO7oJuXg77DM1j8rmofc6obzKv2GWpOK6/gGTOTx3d5ek5OTpBIJMjIyFBpz8jIgJubm8Z93Nzcatz/8OHDSE5Oxvbt29XG+Pckk7KyMjx48EA5TlXHqdymiVQqhVQqVWs3NTXV2Rdfl2Mbq13nM7H20E0AwJJhHdCjBRd61gZ+V7WPOdUN5lX7DC2nhhSrrqgUgOPHj6/RTlVN4Pg3MzMz+Pr6Ii4uDiEhIQAAhUKBuLg4TJs2TeM+/v7+iIuLw6xZs5RtsbGx8Pf3V+u7YcMG+Pr6wsfHR22MnJwcJCUlwdfXFwDw+++/Q6FQwM/PT9ln7ty5kMvlyi9CbGwsWrVqpfHyL9UP13KByGMVi5xP69ccw30b6TkiIiKi2qcyC3jz5s04cOAAcnJy8PDhwypfTyIsLAzr16/Hli1bcOnSJUyZMgWFhYXKBaXHjBmjctl55syZiImJwfLly3H58mV89NFHOHHihFrBmJeXhx07dmDixIlqx2zdujWCg4MxadIkHDt2DH/88QemTZuGUaNGwd3dHQAwevRomJmZYcKECbhw4QK2b9+OVatWqU1Aofoj5X4hNlyRQF4uYFD7Bggb0FLfIREREemFyhnAKVOm4LvvvsPNmzcxbtw4vPbaa3BweLZ7o0aOHImsrCzMnz8f6enp6NixI2JiYpQTLlJTUyEW/12Hdu/eHdu2bcO8efPwwQcfoEWLFoiOjka7du1Uxo2KioIgCAgNDdV43K1bt2LatGl4/vnnIRaLMXz4cHz++efK7ba2tti/fz+mTp0KX19fODk5Yf78+SprBVL9kVNUisnfnEJRmQg+jWyx/BUfiMVc7oWIiIyTSBAE4Z8NJSUl+PHHH7Fx40YkJCRg0KBBmDBhAgIDA7k+2r/k5eXB1tYWubm5OpkEsmfPHgwcOJD3Kjyj0jIFxmz8E0dvPIC9mYA9b/dFA3srfYdVb/C7qn3MqW4wr9pnqDnV5e9vQyH+d4NUKkVoaChiY2Nx8eJFtG3bFm+99Ra8vLzUHqVGZAjCf72IozcewFIqwWTvcjhZqU/kISIiMiZqBaDKRrEYIpEIgiCgvJyL45Lh+fn0XXxz9BZEImDlKx3gbqnviIiIiPRPrQAsKSnBd999hwEDBqBly5Y4d+4cVq9ejdTUVFhZ8bIZGY5rmfmY8+M5AMD0fs3Rt6WzniMiIiKqG1Qmgbz11luIioqCh4cHxo8fj++++w5OTk76io3oqRWVlmHKtydRVFqOHs0dMTOgJRTlZfoOi4iIqE5QKQAjIyPRuHFjNG3aFAcPHsTBgwc17vTjjz/WSnBET0MQBMz96TyuZhbAxVqKlSM7QSIWQcG7GIiIiAD8qwAcM2YMZ/qSwfvu2G38dOouJGIRVo/uDGdrTvogIiL6J5UCcPPmzXoKg0g7zt/NxUe7LgAA3g1qhW5N+IxfIiKif6t2FjCRIcl9JMeUrUkoLVMgoLUrJvduqu+QiIiI6iRlAfif//wHd+7cqdFO27dvx9atW3UWFNGTEgQBs3ecwe0Hj9DI3hzLR/jwdgYiIqIqKC8BOzs7o23btujRowcGDx6MLl26wN3dHTKZDA8fPsTFixdx5MgRREVFwd3dHevWrdNn3EQqvjp8E/svZsBMIsbaV31ha2E4K9ITERHVNmUBGB4ejmnTpuGrr77Cl19+iYsXL6p0tLa2RkBAANatW4fg4OBaD5SoKsdTHmBJzGUAwPzBbdC+ka2eIyIiIqrbVCaBuLq6Yu7cuZg7dy4ePnyI1NRUPHr0CE5OTmjWrBkvqVGdk11QgmnbTqJcIWBoR3e86tdY3yERERHVeSZVbbC3t4e9vX1txkL0RBQKAW9vP42MvBI0d7HC4pfa8x8pRERENcBZwGSwtiSm4PDVbJibSrD21c6wlFb57xkiIiL6BxaAZJCuZxVgyd6K+/4+GNQaLVyt9RwRERGR4WABSAanrFyB//v+DErKFOjVwgmv8b4/IiKiJ8ICkAzO/w7dwOnbObCWmeDTlzvwvj8iIqInxAKQDMrFtDys/O0KAGDhkLZoYGuu54iIiIgMT5V3zf/www/4/vvvkZqaitLSUpVtJ0+e1HlgRP9WWqZA2PenIS8XENjGFS91aqjvkIiIiAySxjOAn3/+OcaNGwdXV1ecOnUK3bp1g6OjI27cuIEXXnihtmMkAgCsiruCy+n5cLA0w+JhXPKFiIjoaWksAL/88kusW7cOX3zxBczMzPDuu+8iNjYWM2bMQG5ubm3HSIRTqQ+xNv46AGDxS+3gZCXVc0RERESGS2MBmJqaiu7duwMAzM3NkZ+fDwB4/fXX8d1339VedEQAHpWW4/++PwOFAIR0dEdwuwb6DomIiMigaSwA3dzc8ODBAwBA48aNcfToUQDAzZs3IQhC7UVHBODTfZdxI7sQrjZSLBzSTt/hEBERGTyNBWD//v3xyy+/AADGjRuHt99+GwMGDMDIkSPx0ksv1WqAZNwSrmdj0x8pAIClwzvA1sJUvwERERHVAxpnAa9btw4KhQIAMHXqVDg6OiIhIQFDhgzBm2++WasBkvHKL5Zj9o6zAIDRfo3Rt5WLniMiIiKqHzQWgGKxGGLx3ycHR40ahVGjRtVaUEQAsOjXS7ib8wgeDub4YGBrfYdDRERUb1S5EPThw4fx2muvwd/fH3fv3gUAfPPNNzhy5EitBUfGK/H6fWw/cRsiEfDZyz6wkla5ZCURERE9IY0F4M6dOxEUFARzc3OcOnUKJSUlAIDc3FwsXry4VgMk41NapsCHP58HALzq1xh+TR31HBEREVH9orEAXLRoESIjI7F+/XqYmv59032PHj34FBDSuY1/3MS1zAI4WpphdqC3vsMhIiKqdzQWgMnJyejdu7dau62tLXJycnQdExmxuzmPsOq3qwCADwa25qxfIiIiHahyHcBr166ptR85cgRNmzZ94oOsWbMGXl5ekMlk8PPzw7Fjx6rtv2PHDnh7e0Mmk6F9+/bYs2ePWp9Lly5hyJAhsLW1haWlJbp27YrU1FQAQEpKCkQikcbXjh07lGNo2h4VFfXEn4+0J3zXRTySl6OblwOGdeazfomIiHRBYwE4adIkzJw5E3/++SdEIhHS0tKwdetWvPPOO5gyZcoTHWD79u0ICwvDggULcPLkSfj4+CAoKAiZmZka+yckJCA0NBQTJkzAqVOnEBISgpCQEJw/f17Z5/r16+jZsye8vb0RHx+Ps2fP4sMPP4RMJgMAeHh44N69eyqvhQsXwsrKSu1Zxps2bVLpFxIS8kSfj7TnQHImYi6kQyIWITykHZ/1S0REpCMap1a+//77UCgUeP7551FUVITevXtDKpXinXfewfTp05/oACtWrMCkSZMwbtw4AEBkZCR2796NjRs34v3331frv2rVKgQHB2P27NkAgPDwcMTGxmL16tWIjIwEAMydOxcDBw7Ep59+qtyvWbNmyp8lEgnc3NxUxv3pp5/wyiuvwMrKSqXdzs5OrS/VvmJ5ORb8fAEAML6HF1q5Wes5IiIiovpL7QxgeXk5Dh8+jKlTp+LBgwc4f/48jh49iqysLISHhz/R4KWlpUhKSkJAQMDfBxSLERAQgMTERI37JCYmqvQHgKCgIGV/hUKB3bt3o2XLlggKCoKLiwv8/PwQHR1dZRxJSUk4ffo0JkyYoLZt6tSpcHJyQrdu3bBx40Y+6k5P1sZfR+qDIrjZyDAzoKW+wyEiIqrX1M4ASiQSBAYG4tKlS7Czs0ObNm2eevDs7GyUl5fD1dVVpd3V1RWXL1/WuE96errG/unp6QCAzMxMFBQUYMmSJVi0aBGWLl2KmJgYDBs2DAcOHECfPn3UxtywYQNat26N7t27q7R//PHH6N+/PywsLLB//3689dZbKCgowIwZMzTGVlJSolwSBwDy8vIAAHK5HHK5/DHZeDKV42l73Lro1v0irD14HQDwwQstIRULOvncxpTT2sS8ah9zqhvMq/YZak4NLV5d0HgJuF27drhx4waaNGlS2/E8VuUj6oYOHYq3334bANCxY0ckJCQgMjJSrQB89OgRtm3bhg8//FBtrH+2derUCYWFhVi2bFmVBWBERAQWLlyo1r5//35YWFg89WeqTmxsrE7GrSsEAYi8JEZpmRjetgoobp3EnlTdHrO+51RfmFftY051g3nVPkPLaVFRkb5D0DuNBeCiRYvwzjvvIDw8HL6+vrC0tFTZbmNjU6PBnZycIJFIkJGRodKekZFR5X13bm5u1fZ3cnKCiYmJ2pnJ1q1ba3xKyQ8//ICioiKMGTPmsfH6+fkhPDwcJSUlkEqlatvnzJmDsLAw5fu8vDx4eHggMDCwxjmpKblcjtjYWAwYMEBlLcb6JuZCBi4fPQNTiQhfjOsFL0fLx+/0lIwlp7WNedU+5lQ3mFftM9ScVl7BM2YaC8CBAwcCAIYMGaIyE1MQBIhEIpSXl9docDMzM/j6+iIuLk45u1ahUCAuLg7Tpk3TuI+/vz/i4uIwa9YsZVtsbCz8/f2VY3bt2hXJyckq+125cgWenp5q423YsAFDhgyBs7PzY+M9ffo07O3tNRZ/ACCVSjVuMzU11dkXX5dj61thSRkW7634e5zSpxlauNnVynHrc071iXnVPuZUN5hX7TO0nBpSrLqisQA8cOCA1g4QFhaGsWPHokuXLujWrRtWrlyJwsJC5azgMWPGoGHDhoiIiAAAzJw5E3369MHy5csxaNAgREVF4cSJE1i3bp1yzNmzZ2PkyJHo3bs3+vXrh5iYGOzatQvx8fEqx7527RoOHTqkcR3BXbt2ISMjA8899xxkMhliY2OxePFivPPOO1r77FS9z+Ou4l5uMTwczPFWv+b6DoeIiMhoaCwANU2kqPTP9fhqYuTIkcjKysL8+fORnp6Ojh07IiYmRjnRIzU1FWLx35ORu3fvjm3btmHevHn44IMP0KJFC0RHR6Ndu3bKPi+99BIiIyMRERGBGTNmoFWrVti5cyd69uypcuyNGzeiUaNGCAwMVIvL1NQUa9aswdtvvw1BENC8eXPlkjWke1cy8rHhyE0AwEeD20JmKtFzRERERMZDYwH4b/n5+fjuu+/w1VdfISkpqcaXgCtNmzatyku+/z5rBwAjRozAiBEjqh1z/PjxGD9+fLV9Fi9ejMWLF2vcFhwcjODg4Gr3J90QBAHzos+jTCFgQBtXPN/a9fE7ERERkdZofBJIpUOHDmHs2LFo0KABPvvsM/Tv3x9Hjx6trdionvrlTBqO3XwAmakYCwY//TJDRERE9HTUzgCmp6dj8+bN2LBhA/Ly8vDKK6+gpKQE0dHRz7QmIBEAlJSV49OYiokf0/o1RyN73SyfQ0RERFVTOQM4ePBgtGrVCmfPnsXKlSuRlpaGL774Ql+xUT307dFU3M15BFcbKSb0bKrvcIiIiIySyhnAvXv3YsaMGZgyZQpatGihr5ionsovlmPNgWsAgFkBLWFuxokfRERE+qByBvDIkSPIz8+Hr68v/Pz8sHr1amRnZ+srNqpn1h+6gQeFpWjqbIkRvo30HQ4REZHRUikAn3vuOaxfvx737t3Dm2++iaioKLi7u0OhUCA2Nhb5+fn6ipMMXFZ+Cb76a9mX2YGtYCKpdv4RERER6ZDG38KWlpYYP348jhw5gnPnzuH//u//sGTJEri4uGDIkCG1HSPVA1/8fhVFpeXw8bBDcDvNjwEkIiKi2vHY0zCtWrXCp59+ijt37uC7776rjZionrl1vxDb/kwFALwX3Erl8YJERERU+2p8HU4ikSAkJAS//PKLLuOhemj5/isoUwjo3dIZ3Zs56TscIiIio8cbsUinzt/NxS9n0gAA7wa10nM0REREBLAAJB37dF/Fos9DfNzRrqGtnqMhIiIigAUg6VDC9WwcupIFE7EI/xfYUt/hEBER0V9YAJJOCIKApX898m20X2N4OlrqOSIiIiKqpPYs4EpXr17FgQMHkJmZCYVCobJt/vz5Og+MDFvM+XScuZ0DCzMJpvfnU2WIiIjqEo0F4Pr16zFlyhQ4OTnBzc1NZdkOkUjEApCqVVauwLL9FWf/JvZsAmdrqZ4jIiIion/SWAAuWrQIn3zyCd57773ajofqgR1Jd3AjqxAOlmaY1LupvsMhIiKif9F4D+DDhw8xYsSI2o6F6oFHpeVY+dsVAMDUfs1hLTPVc0RERET0bxoLwBEjRmD//v21HQvVA98cTUFGXgka2pnjteca6zscIiIi0kDjJeDmzZvjww8/xNGjR9G+fXuYmqqexZkxY0atBEeGpVhejvWHbwIAZga0gNREoueIiIiISBONBeC6detgZWWFgwcP4uDBgyrbRCIRC0DS6MeTd5GVXwJ3WxlCOjbUdzhERERUBbUCUBAExMfHw8XFBebm5vqIiQxQWbkC/zt0HQAwsVdTmJlwiUkiIqK6Su23tCAIaNGiBe7cuaOPeMhA7T2fjlv3i2BnYYpR3Tz0HQ4RERFVQ60AFIvFaNGiBe7fv6+PeMgACYKAtfEVZ//e6O4FC7Mq1xcnIiKiOkDjdbolS5Zg9uzZOH/+fG3HQwbo0NVsXLyXBwszCcb6e+k7HCIiInoMjadqxowZg6KiIvj4+MDMzEztXsAHDx7USnBkGNbGXwMAhHZrDHtLMz1HQ0RERI+jsQBcuXJlLYdBhupk6kMcvfEAphIRJvZqou9wiIiIqAY0FoBjx46t7TjIQFXe+xfSsSEa2HLWOBERkSHQWACmpqZWu1PjxnzCAwFXM/IRezEDIhHwZp9m+g6HiIiIakhjAejl5QWRSFTlTuXl5ToLiAxH5MEbAICgNm5o7mKl52iIiIiopjQWgKdOnVJ5L5fLcerUKaxYsQKffPJJrQRGddvdnEf4+fRdAMB/+vLsHxERkSHRuAyMj4+PyqtLly6YNGkSPvvsM3z++edPfJA1a9bAy8sLMpkMfn5+OHbsWLX9d+zYAW9vb8hkMrRv3x579uxR63Pp0iUMGTIEtra2sLS0RNeuXVUuXfft2xcikUjl9Z///EdljNTUVAwaNAgWFhZwcXHB7NmzUVZW9sSfzxitP3QDZQoB3Zs5oqOHnb7DISIioifwRM/ratWqFY4fP/5EB9i+fTvCwsKwYMECnDx5Ej4+PggKCkJmZqbG/gkJCQgNDcWECRNw6tQphISEICQkRGVNwuvXr6Nnz57w9vZGfHw8zp49iw8//BAymUxlrEmTJuHevXvK16effqrcVl5ejkGDBqG0tBQJCQnYsmULNm/ejPnz5z/R5zNGDwpLEXW8otiewrN/REREBkdjAZiXl6fyys3NxeXLlzFv3jy0aNHiiQ6wYsUKTJo0CePGjUObNm0QGRkJCwsLbNy4UWP/VatWITg4GLNnz0br1q0RHh6Ozp07Y/Xq1co+c+fOxcCBA/Hpp5+iU6dOaNasGYYMGQIXFxeVsSwsLODm5qZ82djYKLft378fFy9exLfffouOHTvihRdeQHh4ONasWYPS0tIn+ozGZnNCCorlCrRraIOezZ30HQ4RERE9IY0FoJ2dHezt7ZUvBwcHtGnTBomJiVi7dm2NBy8tLUVSUhICAgL+PqBYjICAACQmJmrcJzExUaU/AAQFBSn7KxQK7N69Gy1btkRQUBBcXFzg5+eH6OhotbG2bt0KJycntGvXDnPmzEFRUZHKcdq3bw9XV1eV4+Tl5eHChQs1/ozGprCkDFsSUgAAb/VtXu1kISIiIqqbNE4COXDggMp7sVgMZ2dnNG/eHCYmNX/Oa3Z2NsrLy1WKLABwdXXF5cuXNe6Tnp6usX96ejoAIDMzEwUFBViyZAkWLVqEpUuXIiYmBsOGDcOBAwfQp08fAMDo0aPh6ekJd3d3nD17Fu+99x6Sk5Px448/Vnucym2alJSUoKSkRPk+Ly8PQMUkGblcXqOc1FTleNoe91l9m5iC3EdyeDlaoH9LxzoXX3Xqak4NHfOqfcypbjCv2meoOTW0eHVBYzVXWUTVRQqFAgAwdOhQvP322wCAjh07IiEhAZGRkcrYJ0+erNynffv2aNCgAZ5//nlcv34dzZo93X1rERERWLhwoVr7/v37YWFh8VRjPk5sbKxOxn0aZQrgy5MSACI8Z5uPfTF79R3SU6lLOa1PmFftY051g3nVPkPL6T+vCBorjQXg/fv34ejoCAC4ffs21q9fj0ePHmHw4MHo3bt3jQd3cnKCRCJBRkaGSntGRgbc3Nw07uPm5lZtfycnJ5iYmKBNmzYqfVq3bo0jR45UGYufnx8A4Nq1a2jWrBnc3NzUZiNXHreq2ObMmYOwsDDl+7y8PHh4eCAwMFDl/kJtkMvliI2NxYABA2BqaqrVsZ/WjqS7yJVfgKu1FPNe7wWpyRPNIdK7upjT+oB51T7mVDeYV+0z1JxWXsEzZioF4Llz5zB48GDcvn0bLVq0QFRUFIKDg1FYWAixWIz//ve/+OGHHxASElKjwc3MzODr64u4uDjlPgqFAnFxcZg2bZrGffz9/REXF4dZs2Yp22JjY+Hv768cs2vXrkhOTlbZ78qVK/D09KwyltOnTwMAGjRooDzOJ598gszMTOXkkdjYWNjY2KgVl5WkUimkUqlau6mpqc6++Loc+0koFAK++iMFADCxV1NYmavnwVDUlZzWN8yr9jGnusG8ap+h5dSQYtUVlVM47777Ltq3b49Dhw6hb9++ePHFFzFo0CDk5ubi4cOHePPNN7FkyZInOkBYWBjWr1+PLVu24NKlS5gyZQoKCwsxbtw4AMCYMWMwZ84cZf+ZM2ciJiYGy5cvx+XLl/HRRx/hxIkTKgXj7NmzsX37dqxfvx7Xrl3D6tWrsWvXLrz11lsAKpaJCQ8PR1JSElJSUvDLL79gzJgx6N27Nzp06AAACAwMRJs2bfD666/jzJkz2LdvH+bNm4epU6dqLPKM3R/Xs3EjqxDWUhOE+vFRgERERIZM5Qzg8ePH8fvvv6NDhw7w8fHBunXr8NZbb0EsrqgTp0+fjueee+6JDjBy5EhkZWVh/vz5SE9PR8eOHRETE6OccJGamqocHwC6d++Obdu2Yd68efjggw/QokULREdHo127dso+L730EiIjIxEREYEZM2agVatW2LlzJ3r27Amg4izhb7/9hpUrV6KwsBAeHh4YPnw45s2bpxxDIpHg119/xZQpU+Dv7w9LS0uMHTsWH3/88ROm0DhsPVqx7t+wzg1hJa35RCAiIiKqe1R+kz948EB5/5uVlRUsLS1hb2+v3G5vb4/8/PwnPsi0adOqvOQbHx+v1jZixAiMGDGi2jHHjx+P8ePHa9zm4eGBgwcPPjYuT09PjU8ZIVUZecWIvVRxf+Rov6ovsxMREZFhULuL/9/runGdN9p+/DbKFQK6etmjlZu1vsMhIiKiZ6R2Le+NN95Q3gNXXFyM//znP7C0tAQAlTXwyDiUlSvw3bGKy7+v8uwfERFRvaBSAI4dO1Zl42uvvaa2w5gxY3QbEdUp8clZuJdbDHsLUwS307w8DhERERkWlQJw06ZN+oqD6qhtf539G9HFAzJTiZ6jISIiIm0wrJV8qVbdeViEA8mZAIDQblz6hYiIqL5gAUhVijp2G4IA9GzuhCZOlvoOh4iIiLSEBSBpJC9XIOr4bQDAaC78TEREVK+wACSNYi9mILugBM7WUgxo46rvcIiIiEiLWACSRlv/vAUAGNnFA6YSfk2IiIjqE/5mJzU3swvxx7X7EImAUd089B0OERERaRkLQFJTufBzv1YuaGRvoedoiIiISNtYAJKKYnk5dpyomPzxKid/EBER1UssAElFzPl0PCySw91Whr6tXPQdDhEREekAC0BSUTn5I7RbY0jEIj1HQ0RERLrAApCUktPzcTzlISRiEUZ25eQPIiKi+ooFIClt++vs34DWrnCxkek5GiIiItIVFoAEACgqLcOPJ+8CAF59jpM/iIiI6jMWgAQA+PXMPeSXlMHT0QI9mjnpOxwiIiLSIRaABODvyR+juzWGmJM/iIiI6jUWgIRzd3Jx5k4uzCRivOzbSN/hEBERkY6xACTsSKpY+Dm4nRscraR6joaIiIh0jQWgkSsrV2DPuXsAgOE8+0dERGQUWAAaucQb95FdUAoHSzN0b+ao73CIiIioFrAANHK/nE4DAAxs7wZTCb8ORERExoC/8Y1YSVk5Yi6kAwAGd3DXczRERERUW1gAGrGDyVnILy6Dm40MXb0c9B0OERER1RIWgEbslzMVl39f7NCAa/8REREZERaARqqotAxxlzIBAEM68vIvERGRMWEBaKRiL2bgkbwcno4WaN/QVt/hEBERUS1iAWikdp2pWPtviI87RCJe/iUiIjImtVIArlmzBl5eXpDJZPDz88OxY8eq7b9jxw54e3tDJpOhffv22LNnj1qfS5cuYciQIbC1tYWlpSW6du2K1NRUAMCDBw8wffp0tGrVCubm5mjcuDFmzJiB3NxclTFEIpHaKyoqSnsfvI7KLZLj4JWKy7+DfXj5l4iIyNjovADcvn07wsLCsGDBApw8eRI+Pj4ICgpCZmamxv4JCQkIDQ3FhAkTcOrUKYSEhCAkJATnz59X9rl+/Tp69uwJb29vxMfH4+zZs/jwww8hk8kAAGlpaUhLS8Nnn32G8+fPY/PmzYiJicGECRPUjrdp0ybcu3dP+QoJCdFJHuqSfRfSIS8X4O1mjZau1voOh4iIiGqZia4PsGLFCkyaNAnjxo0DAERGRmL37t3YuHEj3n//fbX+q1atQnBwMGbPng0ACA8PR2xsLFavXo3IyEgAwNy5czFw4EB8+umnyv2aNWum/Lldu3bYuXOnyrZPPvkEr732GsrKymBi8vfHtrOzg5ubm3Y/dB1XOfuXZ/+IiIiMk07PAJaWliIpKQkBAQF/H1AsRkBAABITEzXuk5iYqNIfAIKCgpT9FQoFdu/ejZYtWyIoKAguLi7w8/NDdHR0tbHk5ubCxsZGpfgDgKlTp8LJyQndunXDxo0bIQjCU3xSw5GZX4yE69kAuPgzERGRsdLpGcDs7GyUl5fD1dVVpd3V1RWXL1/WuE96errG/unpFU+syMzMREFBAZYsWYJFixZh6dKliImJwbBhw3DgwAH06dNHYxzh4eGYPHmySvvHH3+M/v37w8LCAvv378dbb72FgoICzJgxQ2NsJSUlKCkpUb7Py8sDAMjlcsjl8sdk48lUjqftcX89fRcKAfBpZIsGNqZaH78u01VOjR3zqn3MqW4wr9pnqDk1tHh1QeeXgLVNoVAAAIYOHYq3334bANCxY0ckJCQgMjJSrQDMy8vDoEGD0KZNG3z00Ucq2z788EPlz506dUJhYSGWLVtWZQEYERGBhQsXqrXv378fFhYWz/KxqhQbG6vV8b45LwEgQlOTBxon1xgDbeeUKjCv2sec6gbzqn2GltOioiJ9h6B3Oi0AnZycIJFIkJGRodKekZFR5X13bm5u1fZ3cnKCiYkJ2rRpo9KndevWOHLkiEpbfn4+goODYW1tjZ9++gmmpqbVxuvn54fw8HCUlJRAKpWqbZ8zZw7CwsKU7/Py8uDh4YHAwEDY2NhUO/aTksvliI2NxYABAx4bd03dzXmEm4mHIRIB/zeiH1xtZFoZ11DoIqfEvOoCc6obzKv2GWpOK6/gGTOdFoBmZmbw9fVFXFyccnatQqFAXFwcpk2bpnEff39/xMXFYdasWcq22NhY+Pv7K8fs2rUrkpOTVfa7cuUKPD09le/z8vIQFBQEqVSKX375RTlDuDqnT5+Gvb29xuIPAKRSqcZtpqamOvvia3PsmIsVy+T4NXFAI0fjnf2ry78vY8a8ah9zqhvMq/YZWk4NKVZd0fkl4LCwMIwdOxZdunRBt27dsHLlShQWFipnBY8ZMwYNGzZEREQEAGDmzJno06cPli9fjkGDBiEqKgonTpzAunXrlGPOnj0bI0eORO/evdGvXz/ExMRg165diI+PB1BR/AUGBqKoqAjffvst8vLylNW+s7MzJBIJdu3ahYyMDDz33HOQyWSIjY3F4sWL8c477+g6JXqz66/Zv0N8Guo5EiIiItInnReAI0eORFZWFubPn4/09HR07NgRMTExyokeqampEIv/nozcvXt3bNu2DfPmzcMHH3yAFi1aIDo6Gu3atVP2eemllxAZGYmIiAjMmDEDrVq1ws6dO9GzZ08AwMmTJ/Hnn38CAJo3b64Sz82bN+Hl5QVTU1OsWbMGb7/9NgRBQPPmzZVL1tRH17MKcCEtDyZiEV5oZ1zL3hAREZGqWpkEMm3atCov+VaetfunESNGYMSIEdWOOX78eIwfP17jtr59+z52OZfg4GAEBwdX26c++eV0xdm/Xi2cYG9ppudoiIiISJ/4LGAjIAgCdp3l4s9ERERUgQWgEbiQlocbWYWQmogxoI3r43cgIiKieo0FoBGoPPvX39sF1jLOfCIiIjJ2LADrOYVCwK9n7gEAhvDyLxEREYEFYL136vZD3M15BCupCfp5u+g7HCIiIqoDWADWc7vPVjxDeUAbV8hMJXqOhoiIiOoCFoD13O+XKx6rF9SWkz+IiIioAgvAeuxGVgFS7hfBVCJCzxbO+g6HiIiI6ggWgPXYgeQsAEC3Jg6wktbKmt9ERERkAFgA1mMHLmcCAPq14uQPIiIi+hsLwHqqoKQMf968D6Bi/T8iIiKiSiwA66kjV7MhLxfg6WiBJk6W+g6HiIiI6hAWgPXUPy//ikQiPUdDREREdQkLwHpIEAQcSK4oAHn5l4iIiP6NBWA9dCEtD5n5JbAwk8CvqYO+wyEiIqI6hgVgPVR5+bdHcydITfj0DyIiIlLFArAe+p2Xf4mIiKgaLADrmfsFJTh9OwcA1/8jIiIizVgA1jMHr2RBEIDWDWzgZivTdzhERERUB7EArGd+v1x5+ZfP/iUiIiLNWADWI2XlChy6UvH8X97/R0RERFVhAViPJN16iLziMthbmKKjh72+wyEiIqI6igVgPVI5+7dPS2dIxHz6BxEREWnGArAeib9ccfm3Hy//EhERUTVYANYTd3MeITkjH2JRxRlAIiIioqqwAKwnKmf/dm5sDzsLMz1HQ0RERHUZC8B6ovLxb7z8S0RERI/DArAeKJaXI+F6NgAu/0JERESPxwKwHki8fh/FcgUa2Mrg7Wat73CIiIiojmMBWA/8/o/LvyIRl38hIiKi6tVKAbhmzRp4eXlBJpPBz88Px44dq7b/jh074O3tDZlMhvbt22PPnj1qfS5duoQhQ4bA1tYWlpaW6Nq1K1JTU5Xbi4uLMXXqVDg6OsLKygrDhw9HRkaGyhipqakYNGgQLCws4OLigtmzZ6OsrEw7H7qWCILw9+PfWvHyLxERET2ezgvA7du3IywsDAsWLMDJkyfh4+ODoKAgZGZmauyfkJCA0NBQTJgwAadOnUJISAhCQkJw/vx5ZZ/r16+jZ8+e8Pb2Rnx8PM6ePYsPP/wQMplM2eftt9/Grl27sGPHDhw8eBBpaWkYNmyYcnt5eTkGDRqE0tJSJCQkYMuWLdi8eTPmz5+vu2TowLXMAtzNeQQzEzG6N3fUdzhERERkCAQd69atmzB16lTl+/LycsHd3V2IiIjQ2P+VV14RBg0apNLm5+cnvPnmm8r3I0eOFF577bUqj5mTkyOYmpoKO3bsULZdunRJACAkJiYKgiAIe/bsEcRisZCenq7ss3btWsHGxkYoKSmp0WfLzc0VAAi5ubk16v8kSktLhejoaKG0tLTafpHx1wTP934VXt/wp9ZjqG9qmlN6Msyr9jGnusG8ap+h5lSXv78NhU7PAJaWliIpKQkBAQHKNrFYjICAACQmJmrcJzExUaU/AAQFBSn7KxQK7N69Gy1btkRQUBBcXFzg5+eH6OhoZf+kpCTI5XKVcby9vdG4cWPlOImJiWjfvj1cXV1VjpOXl4cLFy4882evLX9f/uXiz0RERFQzJrocPDs7G+Xl5SpFFgC4urri8uXLGvdJT0/X2D89PR0AkJmZiYKCAixZsgSLFi3C0qVLERMTg2HDhuHAgQPo06cP0tPTYWZmBjs7uyrHqeo4lds0KSkpQUlJifJ9Xl4eAEAul0Mul1eXiidWOV514+Y9kuPErYcAgF7NHbQeQ31Tk5zSk2NetY851Q3mVfsMNaeGFq8u6LQA1AWFQgEAGDp0KN5++20AQMeOHZGQkIDIyEj06dNHZ8eOiIjAwoUL1dr3798PCwsLnRwzNja2ym2nskUoV0jgai7g/NF4nK+yJ/1TdTmlp8e8ah9zqhvMq/YZWk6Lior0HYLe6bQAdHJygkQiUZt9m5GRATc3N437uLm5VdvfyckJJiYmaNOmjUqf1q1b48iRI8oxSktLkZOTo3IW8J/juLm5qc1GrjxuVbHNmTMHYWFhyvd5eXnw8PBAYGAgbGxsNO7ztORyOWJjYzFgwACYmppq7BO/8xyAe3ixsxcGBrfS6vHro5rklJ4c86p9zKluMK/aZ6g5rbyCZ8x0WgCamZnB19cXcXFxCAkJAVBxBi8uLg7Tpk3TuI+/vz/i4uIwa9YsZVtsbCz8/f2VY3bt2hXJyckq+125cgWenp4AAF9fX5iamiIuLg7Dhw8HACQnJyM1NVU5jr+/Pz755BNkZmbCxcVFeRwbGxu14rKSVCqFVCpVazc1NdXZF7+qsRUKAYeu3gcAPN/GzaD+w9M3Xf59GTPmVfuYU91gXrXP0HJqSLHqis4vAYeFhWHs2LHo0qULunXrhpUrV6KwsBDjxo0DAIwZMwYNGzZEREQEAGDmzJno06cPli9fjkGDBiEqKgonTpzAunXrlGPOnj0bI0eORO/evdGvXz/ExMRg165diI+PBwDY2tpiwoQJCAsLg4ODA2xsbDB9+nT4+/vjueeeAwAEBgaiTZs2eP311/Hpp58iPT0d8+bNw9SpUzUWeXXN1cwC3C8shbmpBF08HfQdDhERERkQnReAI0eORFZWFubPn4/09HR07NgRMTExygkXqampEIv/nozcvXt3bNu2DfPmzcMHH3yAFi1aIDo6Gu3atVP2eemllxAZGYmIiAjMmDEDrVq1ws6dO9GzZ09ln//+978Qi8UYPnw4SkpKEBQUhC+//FK5XSKR4Ndff8WUKVPg7+8PS0tLjB07Fh9//LGuU6IVx25WnP3r7GkHMxM+0IWIiIhqrlYmgUybNq3KS76VZ+3+acSIERgxYkS1Y44fPx7jx4+vcrtMJsOaNWuwZs2aKvt4enpqfMqIITiWUjH7t5sXF38mIiKiJ8NTRwZIEATlGcCuTez1HA0REREZGhaABuj2g0fIyCuBqUSETh4sAImIiOjJsAA0QH/+dfavQyM7mJtJ9BwNERERGRoWgAbo2M0HAICuXpz9S0RERE+OBaABOp5SUQD6NWEBSERERE+OBaCBycwrRsr9IohEQGdP3v9HRERET44FoIE59tfZv9ZuNrA150rmRERE9ORYABqYyvv/uvHyLxERET0lFoAGhgUgERERPSsWgAYkp6gUyRn5ADgDmIiIiJ4eC0ADciLlIQQBaOpkCWdrqb7DISIiIgPFAtCAVC7/wsu/RERE9CxYABqQP7kANBEREWkBC0ADUVRahvN3cwHwDCARERE9GxaABuJUag7KFAIa2MrQyN5c3+EQERGRAWMBaCD+ufyLSCTSczRERERkyFgAGgiu/0dERETawgLQAJSWKXAy9SEAoBsngBAREdEzYgFoAM7dzUVJmQIOlmZo7mKl73CIiIjIwLEANACVl3+7eNrz/j8iIiJ6ZiwADQAXgCYiIiJtYgFYx5UrBBaAREREpFUsAOu45Ix85BeXwdJMgjYNbPQdDhEREdUDLADruBO3cgAAvl4OMJHwr4uIiIieHSuKOu54SuXyL/Z6joSIiIjqCxaAdZggACdu/VUANnHUczRERERUX7AArMOyioHsglKYScTo0MhW3+EQERFRPcECsA67nlex5l9HDzvITCV6joaIiIjqCxaAddj1/IoCkMu/EBERkTaxAKzDKs8AdmUBSERERFpUKwXgmjVr4OXlBZlMBj8/Pxw7dqza/jt27IC3tzdkMhnat2+PPXv2qGx/4403IBKJVF7BwcHK7fHx8WrbK1/Hjx8HAKSkpGjcfvToUe0n4Cncyy3GgxIRxCLA15MzgImIiEh7dF4Abt++HWFhYViwYAFOnjwJHx8fBAUFITMzU2P/hIQEhIaGYsKECTh16hRCQkIQEhKC8+fPq/QLDg7GvXv3lK/vvvtOua179+4q2+7du4eJEyeiSZMm6NKli8o4v/32m0o/X19f7SfhKVQu/9KmgQ2spCZ6joaIiIjqE50XgCtWrMCkSZMwbtw4tGnTBpGRkbCwsMDGjRs19l+1ahWCg4Mxe/ZstG7dGuHh4ejcuTNWr16t0k8qlcLNzU35srf/+yyZmZmZyjZHR0f8/PPPGDduHEQikco4jo6OKn1NTU21n4SnULn8S1eu/0dERERaptMCsLS0FElJSQgICPj7gGIxAgICkJiYqHGfxMRElf4AEBQUpNY/Pj4eLi4uaNWqFaZMmYL79+9XGccvv/yC+/fvY9y4cWrbhgwZAhcXF/Ts2RO//PLLk3w8nao8A9jF006/gRAREVG9o9Nri9nZ2SgvL4erq6tKu6urKy5fvqxxn/T0dI3909PTle+Dg4MxbNgwNGnSBNevX8cHH3yAF154AYmJiZBI1JdL2bBhA4KCgtCoUSNlm5WVFZYvX44ePXpALBZj586dCAkJQXR0NIYMGaIxtpKSEpSUlCjf5+XlAQDkcjnkcvljslFzDwpLcS2rEADg426l1bGNWWUemU/tYl61jznVDeZV+ww1p4YWry4Y5M1lo0aNUv7cvn17dOjQAc2aNUN8fDyef/55lb537tzBvn378P3336u0Ozk5ISwsTPm+a9euSEtLw7Jly6osACMiIrBw4UK19v3798PCwuJZPpKKsw9EACRwMxeQlHBQa+NShdjYWH2HUC8xr9rHnOoG86p9hpbToqIifYegdzotAJ2cnCCRSJCRkaHSnpGRATc3N437uLm5PVF/AGjatCmcnJxw7do1tQJw06ZNcHR0rLKo+yc/P79qv8Rz5sxRKRrz8vLg4eGBwMBA2NjYPHb8mjq9NxnALTS1ETBgwIA6c1+ioZPL5YiNjWVOtYx51T7mVDeYV+0z1JxWXsEzZjotAM3MzODr64u4uDiEhIQAABQKBeLi4jBt2jSN+/j7+yMuLg6zZs1StsXGxsLf37/K49y5cwf3799HgwYNVNoFQcCmTZswZsyYGn0xT58+rTbGP0mlUkilUrV2U1NTrX7xX+naGM7WZii6fVnrY5P2/76oAvOqfcypbjCv2mdoOTWkWHVF55eAw8LCMHbsWHTp0gXdunXDypUrUVhYqJyQMWbMGDRs2BAREREAgJkzZ6JPnz5Yvnw5Bg0ahKioKJw4cQLr1q0DABQUFGDhwoUYPnw43NzccP36dbz77rto3rw5goKCVI79+++/4+bNm5g4caJaXFu2bIGZmRk6deoEAPjxxx+xceNGfPXVV7pMR420bmCD5k7m2LPnkr5DISIionpI5wXgyJEjkZWVhfnz5yM9PR0dO3ZETEyMcqJHamoqxOK/JyN3794d27Ztw7x58/DBBx+gRYsWiI6ORrt27QAAEokEZ8+exZYtW5CTkwN3d3cEBgYiPDxc7ezchg0b0L17d3h7e2uMLTw8HLdu3YKJiQm8vb2xfft2vPzyyzrKBBEREVHdUCuTQKZNm1blJd/4+Hi1thEjRmDEiBEa+5ubm2Pfvn01Ou62bduq3DZ27FiMHTu2RuMQERER1Sd8FjARERGRkWEBSERERGRkWAASERERGRkWgERERERGhgUgERERkZFhAUhERERkZFgAEhERERkZFoBERERERoYFIBEREZGRYQFIREREZGRYABIREREZmVp5FnB9JQgCACAvL0/rY8vlchQVFSEvLw+mpqZaH98YMae6wbxqH3OqG8yr9hlqTit/b1f+HjdGLACfQX5+PgDAw8NDz5EQERHRk8rPz4etra2+w9ALkWDM5e8zUigUSEtLg7W1NUQikVbHzsvLg4eHB27fvg0bGxutjm2smFPdYF61jznVDeZV+ww1p4IgID8/H+7u7hCLjfNuOJ4BfAZisRiNGjXS6TFsbGwM6j8qQ8Cc6gbzqn3MqW4wr9pniDk11jN/lYyz7CUiIiIyYiwAiYiIiIwMC8A6SiqVYsGCBZBKpfoOpd5gTnWDedU+5lQ3mFftY04NFyeBEBERERkZngEkIiIiMjIsAImIiIiMDAtAIiIiIiPDApCIiIjIyLAArIPWrFkDLy8vyGQy+Pn54dixY/oOyaAdOnQIgwcPhru7O0QiEaKjo/UdksGLiIhA165dYW1tDRcXF4SEhCA5OVnfYRm8tWvXokOHDspFdf39/bF37159h1WvLFmyBCKRCLNmzdJ3KAbto48+gkgkUnl5e3vrOyx6AiwA65jt27cjLCwMCxYswMmTJ+Hj44OgoCBkZmbqOzSDVVhYCB8fH6xZs0bfodQbBw8exNSpU3H06FHExsZCLpcjMDAQhYWF+g7NoDVq1AhLlixBUlISTpw4gf79+2Po0KG4cOGCvkOrF44fP47//e9/6NChg75DqRfatm2Le/fuKV9HjhzRd0j0BLgMTB3j5+eHrl27YvXq1QAqnjfs4eGB6dOn4/3339dzdIZPJBLhp59+QkhIiL5DqVeysrLg4uKCgwcPonfv3voOp15xcHDAsmXLMGHCBH2HYtAKCgrQuXNnfPnll1i0aBE6duyIlStX6jssg/XRRx8hOjoap0+f1nco9JR4BrAOKS0tRVJSEgICApRtYrEYAQEBSExM1GNkRNXLzc0FUFGskHaUl5cjKioKhYWF8Pf313c4Bm/q1KkYNGiQyv9f6dlcvXoV7u7uaNq0KV599VWkpqbqOyR6Aib6DoD+lp2djfLycri6uqq0u7q64vLly3qKiqh6CoUCs2bNQo8ePdCuXTt9h2Pwzp07B39/fxQXF8PKygo//fQT2rRpo++wDFpUVBROnjyJ48eP6zuUesPPzw+bN29Gq1atcO/ePSxcuBC9evXC+fPnYW1tre/wqAZYABLRM5k6dSrOnz/P+3+0pFWrVjh9+jRyc3Pxww8/YOzYsTh48CCLwKd0+/ZtzJw5E7GxsZDJZPoOp9544YUXlD936NABfn5+8PT0xPfff8/bFQwEC8A6xMnJCRKJBBkZGSrtGRkZcHNz01NURFWbNm0afv31Vxw6dAiNGjXSdzj1gpmZGZo3bw4A8PX1xfHjx7Fq1Sr873//03NkhikpKQmZmZno3Lmzsq28vByHDh3C6tWrUVJSAolEoscI6wc7Ozu0bNkS165d03coVEO8B7AOMTMzg6+vL+Li4pRtCoUCcXFxvAeI6hRBEDBt2jT89NNP+P3339GkSRN9h1RvKRQKlJSU6DsMg/X888/j3LlzOH36tPLVpUsXvPrqqzh9+jSLPy0pKCjA9evX0aBBA32HQjXEM4B1TFhYGMaOHYsuXbqgW7duWLlyJQoLCzFu3Dh9h2awCgoKVP5VevPmTZw+fRoODg5o3LixHiMzXFOnTsW2bdvw888/w9raGunp6QAAW1tbmJub6zk6wzVnzhy88MILaNy4MfLz87Ft2zbEx8dj3759+g7NYFlbW6vdm2ppaQlHR0fes/oM3nnnHQwePBienp5IS0vDggULIJFIEBoaqu/QqIZYANYxI0eORFZWFubPn4/09HR07NgRMTExahNDqOZOnDiBfv36Kd+HhYUBAMaOHYvNmzfrKSrDtnbtWgBA3759Vdo3bdqEN954o/YDqicyMzMxZswY3Lt3D7a2tujQoQP27duHAQMG6Ds0IhV37txBaGgo7t+/D2dnZ/Ts2RNHjx6Fs7OzvkOjGuI6gERERERGhvcAEhERERkZFoBERERERoYFIBEREZGRYQFIREREZGRYABIREREZGRaAREREREaGBSARERGRkWEBSERERGRkWAASUb3xxhtvICQkRG/Hf/3117F48eIa98/OzoaLiwvu3Lmjw6iIiNTxSSBEZBBEIlG12xcsWIC3334bgiDAzs6udoL6hzNnzqB///64desWrKysAFQ8d3ru3LmIj4/HgwcP4OTkBF9fXyxduhTe3t4AKp6p+vDhQ2zYsKHWYyYi48UCkIgMQnp6uvLn7du3Y/78+UhOTla2WVlZKQsvfZg4cSJMTEwQGRkJAJDL5WjdujVatWqFDz/8EA0aNMCdO3ewd+9evPjii3juuecAABcuXICvry/S0tLg4OCgt/iJyLjwEjARGQQ3Nzfly9bWFiKRSKXNyspK7RJw3759MX36dMyaNQv29vZwdXXF+vXrUVhYiHHjxsHa2hrNmzfH3r17VY51/vx5vPDCC7CysoKrqytef/11ZGdnVxlbeXk5fvjhBwwePFjZduHCBVy/fh1ffvklnnvuOXh6eqJHjx5YtGiRsvgDgLZt28Ld3R0//fST9pJFRPQYLACJqF7bsmULnJyccOzYMUyfPh1TpkzBiBEj0L17d5w8eRKBgYF4/fXXUVRUBADIyclB//790alTJ5w4cQIxMTHIyMjAK6+8UuUxzp49i9zcXHTp0kXZ5uzsDLFYjB9++AHl5eXVxtitWzccPnxYOx+YiKgGWAASUb3m4+ODefPmoUWLFpgzZw5kMhmcnJwwadIktGjRAvPnz8f9+/dx9uxZAMDq1avRqVMnLF68GN7e3ujUqRM2btyIAwcO4MqVKxqPcevWLUgkEri4uCjbGjZsiM8//xzz58+Hvb09+vfvj/DwcNy4cUNtf3d3d9y6dUs3CSAi0oAFIBHVax06dFD+LJFI4OjoiPbt2yvbXF1dAQCZmZkAKiZzHDhwQHlPoZWVlXLCxvXr1zUe49GjR5BKpWoTVaZOnYr09HRs3boV/v7+2LFjB9q2bYvY2FiVfubm5sozkEREtcFE3wEQEemSqampynuRSKTSVlm0KRQKAEBBQQEGDx6MpUuXqo3VoEEDjcdwcnJCUVERSktLYWZmprLN2toagwcPxuDBg7Fo0SIEBQVh0aJFGDBggLLPgwcP4Ozs/HQfkIjoKbAAJCL6h86dO2Pnzp3w8vKCiUnN/hfZsWNHAMDFixeVP2siEong7e2NhIQElfbz58+jb9++TxkxEdGT4yVgIqJ/mDp1Kh48eIDQ0FAcP34c169fx759+zBu3LgqJ3M4Ozujc+fOOHLkiLLt9OnTGDp0KH744QdcvHgR165dw4YNG7Bx40YMHTpU2a+oqAhJSUkIDAzU+WcjIqrEApCI6B/c3d3xxx9/oLy8HIGBgWjfvj1mzZoFOzs7iMVV/y9z4sSJ2Lp1q/J9o0aN4OXlhYULF8LPzw+dO3fGqlWrsHDhQsydO1fZ7+eff0bjxo3Rq1cvnX4uIqJ/4kLQRERa8OjRI7Rq1Qrbt2+Hv79/jfd77rnnMGPGDIwePVqH0RERqeIZQCIiLTA3N8fXX39d7YLR/5adnY1hw4YhNDRUh5EREanjGUAiIiIiI8MzgERERERGhgUgERERkZFhAUhERERkZFgAEhERERkZFoBERERERoYFIBEREZGRYQFIREREZGRYABIREREZGRaAREREREbm/wHdA3H2mmmFKgAAAABJRU5ErkJggg==", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "285c92d8ef994cc0b4b6020aab81fdac", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d47e8ae490fb430c97c90889d0b0a8fd", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "03364cd0aa05401abc705f3c603d14c5", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "bc2b8148e55445f699d018ef6ae19cc4", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "24708f9f027c4503980da376d546de42", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "MOTOR.allInfo()" ] @@ -1021,7 +285,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1029,6 +293,7 @@ " thrustSource=r\"../../data/keron/thrustCurve.csv\",\n", " burnOut=5.274,\n", " reshapeThrustCurve=[10, 6000],\n", + " grainsCenterOfMassPosition=-0.571,\n", " grainNumber=6,\n", " grainSeparation=6 / 1000,\n", " grainOuterRadius=21.40 / 1000,\n", @@ -1050,394 +315,22 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Motor Details\n", - "Total Burning Time: 10 s\n", - "Total Propellant Mass: 1.409 kg\n", - "Propellant Exhaust Velocity: 4259.277 m/s\n", - "Average Thrust: 600.000 N\n", - "Maximum Thrust: 2388.9401048267464 N at 2.8593098217671598 s after ignition.\n", - "Total Impulse: 6000.000 Ns\n", - "\n", - "Plots\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "0f83531d9d55464eaf4bcc51c38aa1c5", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "MOTOR.info()" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Nozzle Details\n", - "Nozzle Radius: 0.021641999999999998 m\n", - "Nozzle Throat Radius: 0.008 m\n", - "\n", - "Grain Details\n", - "Number of Grains: 6\n", - "Grain Spacing: 0.006 m\n", - "Grain Density: 1707 kg/m3\n", - "Grain Outer Radius: 0.0214 m\n", - "Grain Inner Radius: 0.00965 m\n", - "Grain Height: 0.12 m\n", - "Grain Volume: 0.000 m3\n", - "Grain Mass: 0.235 kg\n", - "\n", - "Motor Details\n", - "Total Burning Time: 10 s\n", - "Total Propellant Mass: 1.409 kg\n", - "Propellant Exhaust Velocity: 4259.277 m/s\n", - "Average Thrust: 600.000 N\n", - "Maximum Thrust: 2388.9401048267464 N at 2.8593098217671598 s after ignition.\n", - "Total Impulse: 6000.000 Ns\n", - "\n", - "Plots\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "bca2d541e979425e8e0bbb060da67c7a", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8a95a3eba3c44074986221462739be50", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ef261f94dfb34507ad0839abc9b5bcf7", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "463184cd07ea4027815e5d771da1162c", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2ef51fb012664e9aaf4634223fc02cd8", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "941cac36d4fb40bea32c1d823ffd2fea", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "977e99db2b5e4faabf7fb15e7946a4e5", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "95329fad0d39465b9c4bc27226688338", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAABtWklEQVR4nO3dd1QUZ9sG8GspC1IWpAlIsYAFFEWIisZoVKyxG2vsUWOJiXmtiTXGWKIxJpY0e+z1tSv2hoqKFbsoFhAVadIW9vn+8GPfrKCyCju77PU7x3OyM7Mz99zZhYspz8iEEAJEREREZDRMpC6AiIiIiHSLAZCIiIjIyDAAEhERERkZBkAiIiIiI8MASERERGRkGACJiIiIjAwDIBEREZGRYQAkIiIiMjIMgERERERGhgGQiIiIyMgwABIREREZGQZAIiIiIiPDAEhERERkZBgAiYiIiIwMAyARERGRkWEAJCIiIjIyDIBERERERoYBkIiIiMjIMAASERERGRkGQCIiIiIjwwBIREREZGQYAImIiIiMDAMgERERkZFhACQiIiIyMgyAREREREaGAZCIiIjIyDAAEhERERkZBkAiIiIiI8MASERERGRkGACJiIiIjAwDIBEREZGRYQAkIiIiMjIMgERERERGhgGQiIiIyMgwABK9A5VKhSpVqmDq1KlSl6IztWvXxqhRo6Quo0jJZDJMmjRJ6jKM0t27dyGTybB06VL1tEmTJkEmk0lSz8yZM1GpUiWoVKr3XleXLl3QqVOnQqiKqPAwAFKxsHTpUshkMpw5c0ZjelJSEmrWrAlLS0vs3r270La3evVq3L9/H0OHDs1Tg0wmw7Fjx/K8RwgBT09PyGQyfPLJJ+rpz549w08//YSPPvoIzs7OsLe3R+3atbF27drXbl+lUsHZ2RkzZ84EADRo0AAymQy+vr75Lh8WFqaubcOGDerpERERGDp0KPz9/WFtbQ0vLy906tQJN27cyLOO0aNHY/78+YiLi3t7gwqBSqXC8uXLERoaCicnJ5ibm8PFxQVNmjTBn3/+iczMTJ3U8T569+4NGxsbqct4Z//+TMtkMpiZmaF06dLo3bs3Hj58KHV5RSY5ORkzZszA6NGjYWLyv1+TuX34/PPP833fd999p17m6dOn6umjR4/Gxo0bceHChSKvnaigGACp2EpOTkaTJk1w8eJFbN68Gc2aNSu0df/000/o0qUL7Ozs8syztLTEqlWr8kw/fPgwHjx4AAsLC43p4eHh+O677+Dg4IBx48Zh6tSpsLKyQpcuXTBx4sR8t3/69Gk8ffoULVu21NjurVu3cPr06TzLr1y5EpaWlnmmz5gxAxs3bkSjRo0wd+5cDBgwAEeOHEGNGjVw+fJljWXbtGkDhUKBBQsW5N+UQpSeno4WLVqgV69eSEtLw4gRI/Dnn39i9OjRsLS0xODBgzF48OAi2e64ceMKfb2G7vvvv8eKFSvw+++/o3nz5vjnn39Qv359ZGRkFOl2x40bh/T09CLdRn4WL16M7OxsdO3aNc88S0tLbNy4EVlZWXnmrV69Ot/vWWBgIIKDgzF79uwiqZfonQiiYmDJkiUCgIiIiBBCCJGcnCxq164t5HK52L59e6Fu69y5cwKA2LdvX741tG/fXjg5OQmlUqkxv3///iIoKEh4e3uLli1bqqffuXNH3L17V2NZlUolGjZsKCwsLERqamqeGsaPHy+8vb3Vr+vXry/8/f1FxYoVxddff62xbHp6ulAoFKJDhw4CgFi/fr163vHjx0VmZqbG8jdu3BAWFhaie/fuebY7dOhQ4e3tLVQq1Wu6UzgGDhwoAIhffvkl3/k3btwQ8+fPf+M6lEplnn3TtV69eglra2tJa3ib/D5fuV79XuUaPXq0ACDWrl1baHVER0cLAGLJkiWFts53FRAQID777LM80wGItm3bChMTE7FlyxaNecePHxcA1N+zJ0+eaMyfNWuWsLa2FikpKUVaO1FB8QggFTupqalo1qwZzp07h40bN2ocJQP+d1ru4cOHaNu2LWxsbODs7IwRI0YgJyfnrevfsmUL5HI5Pvroo3znd+3aFc+ePUNYWJh6WlZWFjZs2IBu3brlWb5s2bLw9vbWmCaTydC2bVtkZmbizp07ed6zY8eOPPuVu+21a9dqXLe0bds2pKWl5XsNUp06dSCXyzWm+fr6wt/fH1evXs2zfGhoKO7du4fz58/n3fF/mThxIkxMTLB//36N6QMGDIBcLn/jqbD79+/j77//RrNmzfDVV1/lu4yvr6/GEcDc68dmzZqFX375BeXLl4eFhQWioqKQlZWFCRMmICgoCHZ2drC2tka9evVw8ODBPOt99RrA3GvQbt26hd69e8Pe3h52dnbo06cP0tLS3tiD1ylTpgw++eQTHDt2TH15Qrly5bB8+XKN5XJPvx4/fhzffPMNnJ2dYW1tjXbt2uHJkyd51rtr1y7Uq1cP1tbWsLW1RcuWLXHlyhWNZXI/+7dv30aLFi1ga2uL7t27a70P9erVAwDcvn1bPU2bPicmJqJ3796ws7ODvb09evXqhcTExDzLvXoNYH7XCeZ69f9dSkoKvv76a5QpUwYWFhZwcXFBaGgozp0798Z9i46OxsWLF9G4ceN855cuXRofffRRnqP8K1euRNWqVVGlSpV83xcaGooXL15o/FwgkhIDIBUrL168QPPmzREREYH169drXGv3bzk5OWjatCkcHR0xa9Ys1K9fH7Nnz8aff/751m2cOHECVapUgbm5eb7zy5Qpg5CQEKxevVo9bdeuXUhKSkKXLl0KvC+519o5OTnlmR4ZGYkWLVrkeU+3bt0QGxuLQ4cOqaetWrUKjRo1gouLS4G2K4TA48eP82wXAIKCggAAx48ff+M6xo0bh+rVq6Nfv35ISUkBAOzZswd//fUXJkyYgGrVqr32vbt27UJOTg4+++yzAtX7b0uWLMFvv/2GAQMGYPbs2XBwcEBycjL+/vtvNGjQADNmzMCkSZPw5MkTNG3a9K1BNlenTp2QkpKCadOmoVOnTli6dCkmT56sdX25bt26hY4dOyI0NBSzZ89GyZIl0bt37zyBDQC+/PJLXLhwARMnTsSgQYOwbds2jWtPAWDFihVo2bIlbGxsMGPGDIwfPx5RUVH48MMPcffuXY1ls7Oz0bRpU7i4uGDWrFno0KGD1vXnrrNkyZLqaQXtsxACbdq0wYoVK/DZZ5/hhx9+wIMHD9CrVy+t63iTL774AgsXLkSHDh2wYMECjBgxAiVKlMj3D5t/O3HiBACgRo0ar12mW7du2LZtG1JTUwG87On69evz/QMvl5+fH0qUKPHW7w6Rzkh9CJKoMOSeqvL29hbm5uZ5Ts/8W69evQQA8f3332tMDwwMFEFBQW/dloeHh+jQocNra4iIiBDz5s0Ttra2Ii0tTQghxKeffio+/vhjIYTIcwo4P8+ePRMuLi6iXr16eeYtWrRIlChRQr1uIf53ClgIIYKDg0W/fv2EEEI8f/5cyOVysWzZMnHw4ME8p4Dzs2LFCgFALFq0KN/5crlcDBo06I3rEEKIS5cuCblcLj7//HPx/PlzUbp0aREcHJzn1Pirhg8fLgCI8+fPa0zPzMwUT548Uf97+vSpel7u6UOFQiHi4+M13pednZ3nVPDz589FqVKlRN++fTWmAxATJ05Uv544caIAkGe5du3aCUdHx7f2IL9TwN7e3gKAOHLkiHpafHy8sLCwEP/5z3/U03I/T40bN9Y45T58+HBhamoqEhMThRBCpKSkCHt7e9G/f3+N7cTFxQk7OzuN6bmf/TFjxry19n/XsG/fPvHkyRNx//59sWHDBuHs7CwsLCzE/fv31csWtM9btmwRAMTMmTM13luvXr08p4Bz+5/rTaeJX/1/Z2dnJ4YMGVKg/fy3cePGCQD5nqoFIIYMGSISEhKEXC4XK1asEEIIsWPHDiGTycTdu3fVNb96ClgIISpUqCCaN2+udU1ERYFHAKlYefz4MSwtLeHp6fnWZb/44guN1/Xq1cv3dOurnj17pnHkIz+dOnVCeno6tm/fjpSUFGzfvv2NRwf+TaVSoXv37khMTMRvv/2WZ/7OnTvx8ccfo0SJEvm+v1u3bti0aZP6tLOpqSnatWtXoG1fu3YNQ4YMQUhIyGuPyJQsWVLjDsfXqVKlCiZPnoy///4bTZs2xdOnT7Fs2TKYmZm98X3JyckAkOfu2Z07d8LZ2Vn979XT5gDQoUMHODs7a0wzNTVVn+ZWqVRISEhAdnY2goOD33o6MFd+n5Vnz56pa9WWn5+f+jQqADg7O6NixYr5fv4GDBigcRq0Xr16yMnJwb179wC8vMM7MTERXbt2xdOnT9X/TE1NUatWrXxPwQ4aNEirehs3bgxnZ2d4enqiY8eOsLa2xtatW+Hh4aFepqB93rlzJ8zMzDRqMDU1xZdffqlVTW9jb2+PU6dO4dGjR1q979mzZzAzM3vj3dslS5ZEs2bN1Ef5V61ahTp16uT7mXz1fQX57hDpAgMgFSt//PEH5HI5mjVrhuvXr792OUtLyzxBoWTJknj+/HmBtiOEeON8Z2dnNG7cGKtWrcKmTZuQk5ODjh07FmjdX375JXbv3o2///47z6lSpVKJsLCwfK//y9WlSxckJSVh165dWLlyJT755BPY2tq+dbtxcXFo2bIl7Ozs1MExP0KIAo/NNnLkSFSrVg2nT5/GxIkT4efn99b35Naae3otV926dREWFoawsDA0adIk3/eWLVs23+nLli1DQEAALC0t4ejoCGdnZ+zYsQNJSUkF2g8vLy+N17l/ABT08/K29eWuM7/1vW3bN2/eBAA0bNhQIyA7Oztj7969iI+P13i/mZmZRnAriPnz5yMsLAwbNmxAixYt8PTp0zx3swMF6/O9e/fg5uaWJ2BVrFhRq5reZubMmbh8+TI8PT1Rs2ZNTJo0qUB/4BVUt27dEBYWhpiYGGzZsqVAf+Bp890hKmpv/lOcyMD4+flh586daNSoEUJDQ3H8+PF8jwa+LtwUhKOjY4F+8Xfr1g39+/dHXFwcmjdvDnt7+7e+Z/LkyViwYAGmT5+OHj165Jl/7NgxJCcn53v9Xy43Nzc0aNAAs2fPxvHjx7Fx48a3bjcpKQnNmzdHYmIijh49Cnd399cum5iYmO/1gfm5c+eOOqBcunSpQO+pVKkSAODy5csaATg3VAPAP//8k+978zsq+s8//6B3795o27YtRo4cCRcXF5iammLatGkaNzG8yZvC8LvQZn1vWzb3hp8VK1bA1dU1z3KvHnG1sLDQGNuuIGrWrIng4GAAQNu2bfHhhx+iW7duuH79ujrIFUaf3+Z14Sm/m7c6deqEevXqYfPmzdi7dy9++uknzJgxA5s2bULz5s1fuw1HR0dkZ2cjJSXljX84tW7dGhYWFujVqxcyMzMLNNDz8+fPXztWJ5Gu8QggFTs1a9bEli1bEB8fj9DQ0HzvmHwflSpVQnR09FuXa9euHUxMTHDy5MkCHR2YP38+Jk2ahK+//hqjR4/Od5kdO3bAz88PZcqUeeO6unXrhqNHj0KhULwxLAJARkYGWrVqhRs3bmD79u1vPEr38OFDZGVloXLlym/dH5VKhd69e0OhUODbb7/F6tWrsWnTpre+r3nz5jA1NcXKlSvfumxBbNiwAeXKlcOmTZvQo0cPNG3aFI0bNy7yMex0pXz58gAAFxcXNG7cOM+/Bg0aFOr2ckPdo0ePMG/ePPX0gvbZ29sbsbGxeY7wvumIfa7co5+v3jGcezr8VW5ubhg8eDC2bNmC6OhoODo6vvXpPbl/gLztO16iRAm0bdsWhw4dUg9W/ibZ2dm4f/9+gb47RLrAAEjFUqNGjbB69WrcunULzZo1e+drtfITEhKCy5cvv/VJFDY2Nli4cCEmTZqEVq1avXHZtWvXYtiwYejevTt+/vnn1y63c+fON57+zdWxY0dMnDgRCxYsyDPMy7/l5OSgc+fOCA8Px/r16xESEvLG9Z49exbAy+Fj3ubnn3/GiRMn8Oeff2LKlCmoU6cOBg0a9NZroLy8vNC3b1/s2rVLI2D8mzZH3nKPoP37PadOnUJ4eHiB16HPmjZtCoVCgR9//BFKpTLP/ML+Awh4+eSZmjVr4pdfflEHvIL2uUWLFsjOzsbChQvV03JycvK93vVVCoUCTk5OOHLkiMb0Vwcnz8nJyXN638XFBe7u7m/93uZ+B159qlB+RowYgYkTJ2L8+PFvXTYqKgoZGRkF+u4Q6QJPAVOx1a5dO/z111/o27cvWrdujd27d+c7Sr+22rRpgylTpuDw4cOvvRYtV0GGtjh9+jR69uwJR0dHNGrUKM+Rrzp16qBcuXKIjo7G1atXNX5xvo6dnV2Bnmn7n//8B1u3bkWrVq2QkJCQ59Tqq0OxhIWFwcvLC4GBgW9c79WrVzF+/Hj07t1bHX6XLl2K6tWrY/DgwVi3bt0b3//LL78gOjoaX375JdasWYNWrVrBxcUFT58+xfHjx7Ft27YCXzP2ySefYNOmTWjXrh1atmyJ6Oho/P777/Dz88tzFMoQKRQKLFy4ED169ECNGjXQpUsXODs7IyYmBjt27EDdunVfG6Tfx8iRI/Hpp59i6dKl+OKLLwrc51atWqFu3boYM2YM7t69Cz8/P2zatKnA12N+/vnnmD59Oj7//HMEBwfjyJEjeR5dmJKSAg8PD3Ts2BHVqlWDjY0N9u3bh4iIiLc+jaNcuXKoUqUK9u3bh759+75x2WrVqr1xSKN/CwsLg5WVFUJDQwu0PFFRYwCkYq1Pnz5ISEjAiBEj8Omnn2Lz5s3vvc6goCAEBARg3bp1bw2ABZE7WPGTJ0/y/YWzZMkSlCtXDjt37oSdnR3q1q373tvMlTs+27Zt27Bt27Y88/8dAFUqFTZu3Ih+/fq98UL2nJwc9OrVC05OTvjll1/U0319fTFt2jR89dVXWLdu3RuvmbKyssLu3buxYsUKrFixAjNnzkRycjLs7e1RrVo1LFiwoMDjxvXu3RtxcXH4448/sGfPHvj5+eGff/7B+vXrNcZLNGTdunWDu7s7pk+fjp9++gmZmZkoXbo06tWrhz59+hTJNtu3b4/y5ctj1qxZ6N+/f4H7bGJigq1bt+Lrr7/GP//8A5lMhtatW2P27Nlv/cMCACZMmIAnT55gw4YNWLduHZo3b45du3ZpjHNpZWWFwYMHY+/evdi0aRNUKhV8fHywYMGCAt0B3bdvX0yYMAHp6emvvdteW+vXr0f79u0LdEMWkS7IxLtexUxkxFasWIEhQ4YgJiamQDd3FIYWLVrAxsbmrUfPikrunY63b9+Gm5ubJDUQ6UJSUhLKlSuHmTNnol+/fu+9vvPnz6NGjRo4d+4cqlev/v4FEhUCXgNI9A66d+8OLy8vzJ8/X2fbbNCgAYYPH66z7b1qxowZGDp0KMMfFXt2dnYYNWoUfvrpJ43HKr6r6dOno2PHjgx/pFd4BJCIiIjIyPAIIBEREZGRYQAkIiIiMjIMgERERERGhgGQiIiIyMgwABIREREZGQ4E/R5UKhUePXoEW1vbNw6MS0RERPpDCIGUlBS4u7vDxMQ4j4UxAL6HR48ewdPTU+oyiIiI6B3cv38fHh4eUpchCQbA95D7SJ/79+9DoVBIXA2gVCqxd+9eNGnSBObm5lKXYxDYM+2wX9pjz7THnmmPPdNOcnIyPD09jfrRfAyA7yH3tK9CodCbAGhlZQWFQsEfAAXEnmmH/dIee6Y99kx77Nm7MebLt4zzxDcRERGREWMAJCIiIjIyDIBERERERoYBkIiIiMjIMAASERERGRkGQCIiIiIjwwBIREREZGQYAImIiIiMDAMgERERkZFhACQiIiIyMgyAREREREaGAZCIiIjIyJhJXQARERERAAgh8OB5Oq7GJuNaXAquxSXj0yBPfFzJRerSih0GQCIiItK5HJVA9NMXuPwwCZcfJuHSwyREPUpGSma2xnLejtYMgEWAAZCIiIiKVI5K4FZ8Ki79f9i7/DAJUbHJSMvKybOs3NQEPi42qORmCz83BWqXc5Sg4uKPAZCIiIgKVcKLLETGPMe5mOeIjEnEhfuJeJFP2Cthbgo/dwWquCtQpbQdqpS2g4+LDcxNeYtCUWMAJCIioneWnaPCtbgURP5/2DsX8xx3n6XlWc5Kbooq7nbwL61A1dJ2qFraDuWcbWBqIpOgamIAJCIiogLLylbh4oNEnIpOwMk7z3D23vN8T+WWc7ZGDa+SqOFVEoFe9qhQypZhT48wABIREdFrZShzcP5+Ik7dScCp6Gc4F/McGUqVxjK2Fmao7mWPwP8Pe4Ge9rC3kktUMRUEAyARERGpKXNUiIxJxLFbT3HqzjNE3k9EVrZm4HOwlqNmGQfUKueAWmUdUcnVFiY8umdQGACJiIiMmBAvh2M5duspjtx4ipN3niH1laFYnGwsUKucA2qXdUCtco7wcbZh4DNwDIBERERGJjEtCyduP8PRm09w5MZTPExM15jvYC1HXR8nhJRzRK1yDijnZA2ZjIGvOGEAJCIiKuZUKoELDxJx8Fo8jtx8iosPEqES/5svNzVBcJmS+NDXCR/5OsPPTcEjfMUcAyAREVExlJqZjWM3n2Df1Xgcuh6Pp6lZGvN9XWxQz9cZ9So4oVZZB1jJGQmMCf9vExERFRP3n6fhyM0E7L8Wj1N3EpCV87+bN2wtzPBRBWfUr+iMer5OcLMrIWGlJDUGQCIiIgMlhEBUbDJ2XHiETedNERd+TGN+GUcrNKpcCo0quSC4jAPkZnzCBr3EAEhERGRAVCqByPuJ2H05FruvxOF+Qu4NHDKYmsgQ7F0SjSuXQsPKLrx5g16LAZCIiEjPZeeocDo6AbuvxGHPlTg8Ts5Uz7M0N0E9HyeUUsbi606N4aSwkrBSMhQMgERERHpImaPCidvPsOPiI4RFPcbzNKV6no2FGRpVdkEzf1fUr+gMc5nAzp2PYFfCXMKKyZAwABIREekJlUrgzL3n2HrhIXZeikPCi//duVvSyhyhfqXQvIob6vg4wsLMVD1PqVTmtzqi12IAJCIikpAQApcfJmPrhYfYfjEWsUkZ6nmO1nI0r+qKFlXcULOsA8xMeRMHFQ4GQCIiIgncffoCmyIfYtuFR4h++kI93dbCDE2ruKJVNXfULe/I0EdFggGQiIhIR5IzlNhxMRYbzz7AmXvP1dMtzU3QqHIptApwR4OKzrA0N33DWojen0H+WbFw4UIEBARAoVBAoVAgJCQEu3btUs+Pi4tDjx494OrqCmtra9SoUQMbN27UWEdCQgK6d+8OhUIBe3t79OvXD6mpqbreFSIiKuZyVAKHrsfjy9WR+OCHfRi76RLO3HsOExlQv4IzfulcHWfGhWJ+txpoVsWV4Y90wiCPAHp4eGD69Onw9fWFEALLli1DmzZtEBkZCX9/f/Ts2ROJiYnYunUrnJycsGrVKnTq1AlnzpxBYGAgAKB79+6IjY1FWFgYlEol+vTpgwEDBmDVqlUS7x0RERUHNx+nYMO5B9gS+VBj2BZfFxt0DPJA28DSKKWwlLBCMmYGGQBbtWql8Xrq1KlYuHAhTp48CX9/f5w4cQILFy5EzZo1AQDjxo3DnDlzcPbsWQQGBuLq1avYvXs3IiIiEBwcDAD47bff0KJFC8yaNQvu7u463yciIjJ8iWlZ2HrhETacfYCLD5LU0+2tzNGmmjs6BHmgamk7Ds5MkjPIAPhvOTk5WL9+PV68eIGQkBAAQJ06dbB27Vq0bNkS9vb2WLduHTIyMtCgQQMAQHh4OOzt7dXhDwAaN24MExMTnDp1Cu3atct3W5mZmcjM/N9fccnJyQBe3n6vD7fg59agD7UYCvZMO+yX9tgz7Rlaz4QQOBuTiLURD7DrymNkZr98/q6ZiQz1KzihfaA7GlRwVj+GLTs7u9BrMLSeSY19MuAAeOnSJYSEhCAjIwM2NjbYvHkz/Pz8AADr1q1D586d4ejoCDMzM1hZWWHz5s3w8fEB8PIaQRcXF431mZmZwcHBAXFxca/d5rRp0zB58uQ80/fu3QsrK/0ZeT0sLEzqEgwOe6Yd9kt77Jn29L1nL5RAxFMZTjw2weP0/x3Rc7cSqOWiQpCTgK15LLLvxmLfXd3UpO890xdpaWlSlyA5gw2AFStWxPnz55GUlIQNGzagV69eOHz4MPz8/DB+/HgkJiZi3759cHJywpYtW9CpUyccPXoUVatWfedtjh07Ft988436dXJyMjw9PdGkSRMoFIrC2K33olQqERYWhtDQUJibczT4gmDPtMN+aY89054+90wIgYh7z7E24iF2Rz1G1v8f7SthboJPAtzQOdgDAaUVOj/Fq88900e5Z/CMmcEGQLlcrj6iFxQUhIiICMydOxejRo3CvHnzcPnyZfj7+wMAqlWrhqNHj2L+/Pn4/fff4erqivj4eI31ZWdnIyEhAa6urq/dpoWFBSwsLPJMNzc316svnL7VYwjYM+2wX9pjz7SnTz17/iILG889wOrTMbj95H9j9vm5KdCtlhfaVHeHraX0tepTz/QZe2TAAfBVKpUKmZmZ6sO6JiaaI9yYmppCpXr5l1pISAgSExNx9uxZBAUFAQAOHDgAlUqFWrVq6bZwIiLSW5cfJmHZibvYeuGR+to+K7kpWldzR9eaXgjw4A0dZJgMMgCOHTsWzZs3h5eXF1JSUrBq1SocOnQIe/bsQaVKleDj44OBAwdi1qxZcHR0xJYtWxAWFobt27cDACpXroxmzZqhf//++P3336FUKjF06FB06dKFdwATERm5rGwVdl+Jw7ITd3H2X4M1+7u/PNrXupp+HO0jeh8GGQDj4+PRs2dPxMbGws7ODgEBAdizZw9CQ0MBADt37sSYMWPQqlUrpKamwsfHB8uWLUOLFi3U61i5ciWGDh2KRo0awcTEBB06dMCvv/4q1S4REZHE4pMzsOp0DFadikF8yssRH8xMZGhR1Q296pRBDS97Hu2jYsMgA+CiRYveON/X1zfPkz9e5eDgwEGfiYiMnBAC52KeY9mJe9h1ORbKHAEAcLa1QPdaXuhW0wsuHKyZiiGDDIBERETvIztHhZ2X4/D30TsaAzYHeZdErzpl0MzfVT1uH1FxxABIRERGIzUzG2tOx2DJ8bt4mJgOAJCbmaBNNXf0qlMGVUrbSVwhkW4wABIRUbEXm5SOpcfvYtWpGKRkvnwSh6O1HD1CvNGjtjccbfIO8UVUnDEAEhFRsXXlURL+PhqNbRceIVv18vq+cs7W6F+vHNoFloaluanEFRJJgwGQiIiKFSEEDt94gr+O3sHxW8/U02uVdcCAj8rh44ouMDHh3bxk3BgAiYioWMjOUWH7xVgsPHQb1x+nAABM/38Yl/71yiLAw17aAon0CAMgEREZtMzsHGw69xALD91GTMLLp0FZy03RpaYX+tQtA4+SVhJXSKR/GACJiMggpWflYPXpGPx55A7ikjMAACWtzNHvw7LoEVIGdiX4tA6i12EAJCIig5KcocSK8HtYfCwaz15kAQBKKSzQv145dKvlBSs5f7URvQ2/JUREZBASXmRhyfFoLD1xFykZL4dy8XQogS/ql0fHIA9YmPGOXqKCYgAkIiK9Fp+cgT+P3MHKUzFIV+YAAHxcbDDk4/JoFeAOM1M+sYNIWwyARESkl56mZuKvYzex8tQ9ZGarAABVSisw9GMfNPFz5VAuRO+BAZCIiPRKwossbL1ngjE/H0W68mXwC/IuiS8b+qB+BWfIZAx+RO+LAZCIiPRCUpoSfx29gyXHo/EiywSACtU97fFNaAXU83Vi8CMqRAyAREQkqeQMJRYfi8aio9Hq5/R6WAtMaFcDof5uDH5ERYABkIiIJPEiMxtLT9zFn0fuICldCQCo5GqLYR+XR1b0GXxckad7iYoKAyAREelUelYOloffxR9H7iDh/8fx83GxwfDGFdC8iitycrKx8660NRIVdwyARESkE8ocFdZG3Mfc/TfxJCUTAFDWyRpfNfJFq2ruMP3/u3pzcqSsksg4MAASEVGREkJg9+U4/LTnOu48fQHg5QDOwxr6ol1gaY7jRyQBBkAiIioyp6MTMG3XVUTGJAIAHK3lGNbIF11rekFuxuBHJBUGQCIiKnQ3Hqdgxq5r2H8tHgBQwtwU/euVRf+PysHW0lzi6oiIAZCIiApNbFI6ft57AxvPPYBKAKYmMnT5wBNfNfaFi62l1OUR0f9jACQioveWlK7EgkO3sPT4XfVj25pXccWIphVR3tlG4uqI6FUMgERE9M4ylDlYEX4P8w7eUo/lV7OMA8a0qIQaXiUlro6IXocBkIiItCaEwK7Lcfhx51U8eJ4OAKhQygajm1VCw0ouHMCZSM8xABIRkVauPErC99uicCo6AQBQSmGB/4RWRIcgD/VYfkSk3xgAiYioQJ6mZmL23utYE3EfQgAWZiYY+FE5fNGgPKzk/HVCZEj4jSUiojfKylZh6Ylo/Lb/FlIyswEAnwS4YUzzSvAoaSVxdUT0LhgAiYgoX0II7Lsaj6k7onD3WRoAoGppO0xo5YcPyjhIXB0RvQ8GQCIiyuN6XAqmbI/CsVtPAQBONhYY1awiOtbwgAmv8yMyeAyARESk9vxFFubsu4GVp2KQoxKQm5qg74dlMeTj8nyCB1ExwgBIRETIzlFhxcl7+GXfTfV4fk39S+HbFpXh7WgtcXVEVNgYAImIjFzE3QSM33IZ1+JSAACVXG0xoZUf6pR3krgyIioqDIBEREbqSUompu26ik3nHgIA7K3MMaJJRXSt6cXx/IiKOQZAIiIjk6MSWHnqHn7acx0pGS+Hdela0xMjm1aCg7Vc4uqISBcYAImIjMi5mOcYv+UyrjxKBgD4uyvwQ9sqCORze4mMCgMgEZERSHiRhZm7r2FNxH0AgK2lGUY2rYjutbx5upfICDEAEhEVY0IIrD/7AD/uvIrEtJd393ao4YGxLSrBycZC4uqISCoMgERExdTtJ6n4bvMlnLyTAODl3b1T2lbhUzyIiAGQiKi4yczOwe+H7mD+wVvIylHB0twEwxtXQN8Py8Lc1ETq8ohIDzAAEhEVI6ejEzB200XcfvICAFC/gjN+aFsFng5WEldGRPqEAZCIqBhISlNi+u6rWH365U0eTjZyTGjlj1YBbpDJeJMHEWliACQiMmBCCGy7GIvvt0XhaWomgJdj+o1pVhl2Vnx2LxHljwGQiMhA3U9Iw7gtl3H4xhMAgI+LDX5sVxU1y/ImDyJ6MwZAIiIDk52jwqJj0Ziz7wYylCrITU0wtKEPBtYvBwszU6nLIyIDwABIRGRArsYmY+SGC7j88OWTPGqXc8CP7aqinLONxJURkSFhACQiMgDKHBUWHLyNeQdvQpkjYFfCHN+1rIxPgzx4kwcRaY0BkIhIz115lIQR6y/iauzLo36hfqUwtW0VuCgsJa6MiAwVAyARkZ7KylZh3oGbWHDoNrJVAiWtzDGptT9aV3PnUT8iei8MgEREeujSgySM3HAB1+JSAADNq7ji+zZV4GzL5/cS0ftjACQi0iOZ2TmYu+8m/jhyBzkqAQdrOaa0qYKWAW5Sl0ZExQgDIBGRnjh/PxEj11/AzfhUAMAnAW6Y3NofjjY86kdEhYsBkIhIYhnKHMwJu4G/jt6BSrx8jNsPbaugWRUe9SOiosEASEQkocsPkzB87Xn1Ub+21d0xsZU/SlrLJa6MiIozBkAiIglk56iw4NBt/Lr/JrJVAk42FvixXRU08XeVujQiMgImUhfwLhYuXIiAgAAoFAooFAqEhIRg165dGsuEh4ejYcOGsLa2hkKhwEcffYT09HT1/ISEBHTv3h0KhQL29vbo168fUlNTdb0rRGSEbj9JRYffw/Fz2A1kqwSaV3HF3uEfMfwRkc4Y5BFADw8PTJ8+Hb6+vhBCYNmyZWjTpg0iIyPh7++P8PBwNGvWDGPHjsVvv/0GMzMzXLhwASYm/8u73bt3R2xsLMLCwqBUKtGnTx8MGDAAq1atknDPiKg4U6kEloXfxfRd15CZrYKtpRmmtKmCNtU5rh8R6ZZBBsBWrVppvJ46dSoWLlyIkydPwt/fH8OHD8ewYcMwZswY9TIVK1ZU//fVq1exe/duREREIDg4GADw22+/oUWLFpg1axbc3d11syNEZDQeJaZj7JYonLj9DABQz9cJMzsGwM2uhMSVEZExMsgA+G85OTlYv349Xrx4gZCQEMTHx+PUqVPo3r076tSpg9u3b6NSpUqYOnUqPvzwQwAvTw/b29urwx8ANG7cGCYmJjh16hTatWuX77YyMzORmZmpfp2c/PKxTEqlEkqlsgj3smBya9CHWgwFe6Yd9kt7WVlZOB0vw3fzTiA1MweW5iYY07QCutX0hEwmYy/zwc+Z9tgz7bBPBhwAL126hJCQEGRkZMDGxgabN2+Gn58fTp48CQCYNGkSZs2aherVq2P58uVo1KgRLl++DF9fX8TFxcHFxUVjfWZmZnBwcEBcXNxrtzlt2jRMnjw5z/S9e/fCysqqcHfwPYSFhUldgsFhz7TDfhVMqhJYc9sEl56bAshBGRuB7j5ZKPnsMnbtuix1eXqPnzPtsWcFk5aWJnUJkjPYAFixYkWcP38eSUlJ2LBhA3r16oXDhw9DpVIBAAYOHIg+ffoAAAIDA7F//34sXrwY06ZNe+dtjh07Ft988436dXJyMjw9PdGkSRMoFIr326FCoFQqERYWhtDQUJibm0tdjkFgz7TDfhXcsVvP8MPGS3iSmgVTmcCwj8tjYP3yMDXhtX5vw8+Z9tgz7eSewTNmBhsA5XI5fHx8AABBQUGIiIjA3Llz1df9+fn5aSxfuXJlxMTEAABcXV0RHx+vMT87OxsJCQlwdX39XXgWFhawsMg7Ir+5ublefeH0rR5DwJ5ph/16vczsHMzacx1/HY0GAJR3tkZ7tyQM+NiHPdMSP2faY88Khj0y0GFg8qNSqZCZmYkyZcrA3d0d169f15h/48YNeHt7AwBCQkKQmJiIs2fPqucfOHAAKpUKtWrV0mndRFR83IpPQbv5J9Th77PaXtj8RW14WEtcGBHRKwzyCODYsWPRvHlzeHl5ISUlBatWrcKhQ4ewZ88eyGQyjBw5EhMnTkS1atVQvXp1LFu2DNeuXcOGDRsAvDwa2KxZM/Tv3x+///47lEolhg4dii5duvAOYCLSmhACK0/F4IcdUchQquBgLceMDgEI9SvFi82JSC8ZZACMj49Hz549ERsbCzs7OwQEBGDPnj0IDQ0FAHz99dfIyMjA8OHDkZCQgGrVqiEsLAzly5dXr2PlypUYOnQoGjVqBBMTE3To0AG//vqrVLtERAYq4UUWRm+8iLCoxwBeDu8y+9NqcFFYSlwZEdHrGWQAXLRo0VuXGTNmjMY4gK9ycHDgoM9E9F6O3XyKb9adR3xKJuSmJhjVrCL61i0LE97oQUR6ziADIBGRlF690cPHxQZzu1SHv7udxJURERUMAyARkRbuPn2BL1dH4tLDJAAvb/T4roUfSshNJa6MiKjgGACJiApo64VH+HbTJaRmZqOklTlmdqyGUL9SUpdFRKQ1BkAiordIz8rB5G1XsCbiPgCgZhkHzO1anc/xJSKDxQBIRPQGNx+nYMiqc7jxOBUyGfDlxz4Y1sgXZqbFZhhVIjJCDIBERPkQQmD9mQeYsPUyMpQqONta4JfO1VHXx0nq0oiI3hsDIBHRK1Izs/Hd5kv47/lHAF6O7fdzp+pwts37KEgiIkPEAEhE9C+XHyZh6KpzuPssDaYmMvynSQV88VF5ju1HRMUKAyAREV6e8l124i5+3HkNWTkqlLYvgV+7VkeQt4PUpRERFToGQCIyeknpSozacAF7rrx8nFuoXyn81DEA9lZyiSsjIioaDIBEZNSuPErCoH/OISYhDXJTE3zbohJ61SkDmYynfImo+GIAJCKjtf7MfYzbchmZ2Sp4lCyBhd2DUNWDj3MjouKPAZCIjE6G8uXAzqtPvxzYuWElF/zcqRpP+RKR0WAAJCKjcj8hDYNWnsXlh8mQyYBvGlfAkI99eJcvERkVBkAiMhoHr8Xj67XnkZSuREkrc/zaNRD1fJ2lLouISOcYAImo2MtRCczddwO/HrgFAKjmaY8F3WugtD2f5UtExokBkIiKtYQXWfhqTSSO3nwKAOgZ4o3vWlaGhZmpxJUREUmHAZCIiq3ImOcYsvIcHiVloIS5Kaa1r4q2gaWlLouISHIMgERU7Agh8M/Je/h+exSUOQLlnKyx8LMgVHS1lbo0IiK9wABIRMVKWlY2vtt8GZsjHwIAmvm74qdPA2BraS5xZURE+oMBkIiKjbtPX2DgirO4/jgFpiYyjGlWCZ/XK8unehARvYIBkIiKhSM3nmDoqnNIzsiGs60F5nUNRK1yjlKXRUSklxgAicigCSHw19E7mL7rGlQCCPSyxx+fBcFFYSl1aUREeosBkIgMVoYyB2M2XsSW848AAJ2DPfF9W38O8UJE9BYMgERkkB4lpmPgirO49DAJpiYyTPjEDz1DvHm9HxFRATAAEpHBOR2dgMErz+JpahYcrOWY360GQsrzej8iooJiACQig/LPyXuYtPUKslUCld0U+LNHEDwdrKQui4jIoDAAEpFByMpWYdK2K1h1KgYA8EmAG2Z2DICVnD/GiIi0xZ+cRKT3nqRkYvDKs4i4+xwyGTCyaUUMql+e1/sREb0jBkAi0msXHyRi4IqziE3KgK2lGX7tEoiPK7lIXRYRkUFjACQivbUl8iFGb7yIzGwVyjlb46+ewSjvbCN1WUREBo8BkIj0TnaOCjN2X8NfR6MBAA0rueCXLtWh4PN8iYgKBQMgEemV5Awlhq6KxJEbTwAAQz4uj29CK8LUhNf7EREVFgZAItIb9xPS0HdpBG7Gp8LS3ASzP62OlgFuUpdFRFTs6CwAXr16FWvWrMHRo0dx7949pKWlwdnZGYGBgWjatCk6dOgACwsLXZVDRHrm7L0EDFh+Fs9eZKGUwgKLen2AKqXtpC6LiKhYMinqDZw7dw6NGzdGYGAgjh07hlq1auHrr7/GlClT8Nlnn0EIge+++w7u7u6YMWMGMjMzi7okItIzWyIfouufp/DsRRaqlFbgv0M+ZPgjIipCRX4EsEOHDhg5ciQ2bNgAe3v71y4XHh6OuXPnYvbs2fj222+Luiwi0gMqlcAv+27g1wO3AABN/UthTufqHNyZiKiIFflP2Rs3bsDc/O137oWEhCAkJARKpbKoSyIiPZChzMF/1l/AjouxAIAv6pfHqKYVYcKbPYiIilyRB8CChL/3WZ6IDE98Sgb6Lz+LC/cTYW4qw9R2VdEp2FPqsoiIjEaRXwOYKz09HceOHUNUVFSeeRkZGVi+fLmuSiEiCV2NTUbbecdx4X4i7K3MsaJfLYY/IiId00kAvHHjBipXroyPPvoIVatWRf369REbG6uen5SUhD59+uiiFCKS0IFrj9Fx4Qk8SspAOSdrbB5cF7XLOUpdFhGR0dFJABw9ejSqVKmC+Ph4XL9+Hba2tqhbty5iYmJ0sXkikpgQAouORePzZWfwIisHdco7YvPguijrZC11aURERkknt9qdOHEC+/btg5OTE5ycnLBt2zYMHjwY9erVw8GDB2FtzV8CRMWVMkeFiVuvYNWpl3/wda3pie/bVIG5qc6uQCEiolfo5Cdweno6zMz+lzVlMhkWLlyIVq1aoX79+rhx44YuyiAiHUvOUKLPkgisOhUDmQwY17IyfmxXleGPiEhiOjkCWKlSJZw5cwaVK1fWmD5v3jwAQOvWrXVRBhHp0KPEdPRZEoHrj1NgJTfFr10C0divlNRlERERdHQEsF27dli9enW+8+bNm4euXbtCCKGLUohIB6IeJaPdguO4/jgFLrYWWDcwhOGPiEiP6CQAjh07Fjt37nzt/AULFkClUumiFCIqYkdvPkGnP8LxODkTFUrZYPOQunysGxGRnuHzloio0Gw4+wBjNl5EtkqgdjkH/NEjGHYlOLg7EZG+0UkA7Nu3b4GWW7x4cRFXQkRFQQiB3w7cws9hL2/oalPdHTM7BsDCzFTiyoiIKD86CYBLly6Ft7c3AgMDea0fUTGjzFFh3ObLWHvmPgBgUIPyGNmEz/QlItJnOgmAgwYNwurVqxEdHY0+ffrgs88+g4ODgy42TURFKDUzG0NWnsPhG09gIgO+b1MFn9X2lrosIiJ6C53cBDJ//nzExsZi1KhR2LZtGzw9PdGpUyfs2bOHRwSJDFR8cgY6/xGOwzeeoIS5Kf7sEczwR0RkIHQ2GquFhQW6du2KsLAwREVFwd/fH4MHD0aZMmWQmpqqqzKIqBDcjE9FuwUncOVRMpxs5FgzoDaHeSEiMiCS3AVsYmICmUwGIQRycnKkKIGI3tGtJGD8X6eRnJGNck7WWNqnJrwcraQui4iItKCzI4CZmZlYvXo1QkNDUaFCBVy6dAnz5s1DTEwMbGxsdFUGEb2H7RdjseCqKZIzshHkXRIbB9Vh+CMiMkA6CYCDBw+Gm5sbpk+fjk8++QT379/H+vXr0aJFC5iYaF/CwoULERAQAIVCAYVCgZCQEOzatSvPckIING/eHDKZDFu2bNGYFxMTg5YtW8LKygouLi4YOXIksrOz33UXiYq9v4/ewfD1l5AjZGjq54KVn9dCSWu51GUREdE70Mkp4N9//x1eXl4oV64cDh8+jMOHD+e73KZNmwq0Pg8PD0yfPh2+vr4QQmDZsmVo06YNIiMj4e/vr17ul19+gUyWdyiKnJwctGzZEq6urjhx4gRiY2PRs2dPmJub48cff3y3nSQqpoQQmL77Gv44fAcAUN9NhV87V4OFOcf4IyIyVDoJgD179sw3iL2rVq1aabyeOnUqFi5ciJMnT6oD4Pnz5zF79mycOXMGbm5uGsvv3bsXUVFR2LdvH0qVKoXq1atjypQpGD16NCZNmgS5nEc1iAAgO0eFsZsuYf3ZBwCAkU18UTr5Ksf4IyIycDobCLqo5OTkYP369Xjx4gVCQkIAAGlpaejWrRvmz58PV1fXPO8JDw9H1apVUarU/+5abNq0KQYNGoQrV64gMDAw321lZmYiMzNT/To5ORkAoFQqoVQqC3O33kluDfpQi6Fgz14vQ5mDr9ddxP5rL8f4m9rWH22quiAs7Cr7pQV+xrTHnmmPPdMO+6SjAOjl5YXWrVujTZs2+Pjjj2Fm9v6bvXTpEkJCQpCRkQEbGxts3rwZfn5+AIDhw4ejTp06aNOmTb7vjYuL0wh/ANSv4+LiXrvNadOmYfLkyXmm7927F1ZW+nMhfFhYmNQlGBz2TFNaNvDXNVPcSZHBXCbQq4IKVnEXEPb/Xw/2S3vsmfbYM+2xZwWTlpYmdQmS00kAXLFiBbZu3YrBgwfjyZMnaNq0KVq3bo2WLVvC3t7+ndZZsWJFnD9/HklJSdiwYQN69eqFw4cP49atWzhw4AAiIyMLdycAjB07Ft988436dXJyMjw9PdGkSRMoFIpC3562lEolwsLCEBoaCnNzc6nLMQjsWV6PkzPQd9k53ElJha2lGf7oHogPypQEwH69C/ZMe+yZ9tgz7eSewTNmOgmA9evXR/369TF79mxcuXIFW7duxW+//YZ+/fqhTp06aN26NVq3bo1y5coVeJ1yuRw+Pj4AgKCgIERERGDu3LkoUaIEbt++nSdYdujQAfXq1cOhQ4fg6uqK06dPa8x//PgxAOR7yjiXhYUFLCws8kw3NzfXqy+cvtVjCNizl+48SUWPRRF4mJgOF1sLLO9XE5Vc8/5xw35pjz3THnumPfasYNgjHY4DmMvf3x9jx47FyZMncffuXXTt2hX79+9HlSpVUKVKFezYseOd1qtSqZCZmYkxY8bg4sWLOH/+vPofAMyZMwdLliwBAISEhODSpUuIj49Xvz8sLAwKhUJ9GpnI2Fx8kIiOv4fjYWI6yjpZY+OgOvmGPyIiMnySPAkkl6urK/r374/+/fvjxYsX2Lt3b75H2F41duxYNG/eHF5eXkhJScGqVatw6NAh7NmzB66urvkexfPy8kLZsmUBAE2aNIGfnx969OiBmTNnIi4uDuPGjcOQIUMKtH2i4ubYzacYuOIMXmTloGppOyzp8wGcbPhdICIqriQNgP9mbW2Ndu3aFWjZ+Ph49OzZE7GxsbCzs0NAQAD27NmD0NDQAr3f1NQU27dvx6BBgxASEgJra2v06tUL33///fvsApFB2n7xEYavPQ9ljkBdH0f80SMYNhZ686OBiIiKgE5+yiuVSnz33XfYtGkTHBwc8MUXX6Bv377q+Y8fP4a7u3uBnwu8aNEirbYvhMgzzdvbGzt37tRqPUTFzfLwu5i49QqEAFoGuOHnTtVgYcYBnomIijudBMCpU6di+fLlGDFiBBITE/HNN9/g1KlT+OOPP9TL5BfSiKhoCCEwZ99N/Lr/JgCgR21vTGrtD1MO8ExEZBR0EgBXrlyJv//+G5988gkAoHfv3mjevDn69OmDxYsXA0ChPimEiF5PpRKYtO0KloffAwB83dgXXzXy5XeQiMiI6OQu4IcPH6JKlSrq1z4+Pjh06BBOnDiBHj16FPjULxG9n+wcFUasv4Dl4fcgkwFT2lbB140rMPwRERkZnQRAV1dX3L59W2Na6dKlcfDgQURERKB37966KIPIqGVm52DIqnPYFPkQpiYy/NK5OnrU9pa6LCIikoBOAmDDhg2xatWqPNPd3d1x4MABREdH66IMIqOVlpWNz5edwZ4rjyE3M8HvnwWhTfXSUpdFREQS0ck1gOPHj8e1a9fynVe6dGkcPnyYzy8kKiJJ6Ur0WxqBM/eew0puir96BqOuj5PUZRERkYR0EgC9vb3h7f36U03u7u7o1auXLkohMirPUjPRc/FpXHmUDIWlGZb0qYkg75JSl0VERBLTSQA8cuRIgZb76KOPirgSIuMRl5SB7n+fxO0nL+BoLcfyfjXh724ndVlERKQHdBIAGzRooL7L8HXj/clkMt4NTFRIYp6lofuik7ifkA43O0v883ktlHe2kbosIiLSEzoJgCVLloStrS169+6NHj16wMmJ1x8RFZWbj1PQ/e9TiE/JRBlHK/zzeS14lLSSuiwiItIjOrkLODY2FjNmzEB4eDiqVq2Kfv364cSJE1AoFLCzs1P/I6L3c+lBEjr9EY74lExULGWLdV+EMPwREVEeOgmAcrkcnTt3xp49e3Dt2jUEBARg6NCh8PT0xHfffYfs7GxdlEFUrJ2OTkDXv07ieZoS1TzssHZgbbjYWkpdFhER6SGdBMB/8/LywoQJE7Bv3z5UqFAB06dPR3Jysq7LICpWDl2PR8/Fp5CamY1aZR2wsn9t2FvJpS6LiIj0lE4DYGZmJlatWoXGjRujSpUqcHJywo4dO+Dg4KDLMoiKlb1X4tB/+RlkKFX4uKIzlvWtCRsLnVzeS0REBkonvyVOnz6NJUuWYM2aNShTpgz69OmDdevWMfgRvaedl2IxbHUkslUCLaq64pfOgZCb6fzAPhERGRidBMDatWvDy8sLw4YNQ1BQEADg2LFjeZZr3bq1LsohKhb+e/4hvll3ATkqgbbV3THr02owM2X4IyKit9PZeaKYmBhMmTLltfM5DiBRwW04+wCjNlyASgAdgzwwo0MATE1kUpdFREQGQicBUKVS6WIzREZhzekYjN18CUIAXWt6YWrbKjBh+CMiIi3wSnEiA7Ii/C7G//cKAKBXiDcmtfZXP2WHiIiooIr8gqGTJ08WeNm0tDRcuXKlCKshMlyLjkWrw9/nH5Zl+CMiondW5AGwR48eaNq0KdavX48XL17ku0xUVBS+/fZblC9fHmfPni3qkogMzu+Hb2PK9igAwKAG5fFdy8oMf0RE9M6K/BRwVFQUFi5ciHHjxqFbt26oUKEC3N3dYWlpiefPn+PatWtITU1Fu3btsHfvXlStWrWoSyIyKL/uv4mfw24AAL5q5IuvG/sy/BER0Xsp8gBobm6OYcOGYdiwYThz5gyOHTuGe/fuIT09HdWqVcPw4cPx8ccfc0xAolcIIfBz2A38duAWAGBEkwoY2tBX4qqIiKg40OlNIMHBwQgODtblJokMkhACM3Zfx++HbwMAvm1RCQM+Ki9xVUREVFzwLmAiPSOEwA87rmLRsWgAwMRWfuhTt6zEVRERUXHCAEikR4QQmLwtCktP3AUA/NC2Cj6r7S1tUUREVOwwABLpCSEEvt/+v/A3vX1VdKnpJW1RRERULPHBoUR6IPe075LjdwEw/BERUdFiACSSmBACU/91zd+P7Rj+iIioaOn8FPD+/fuxf/9+xMfH53lG8OLFi3VdDpGkhBCYtusa/v7/8De1XRV0q8XwR0RERUunAXDy5Mn4/vvvERwcDDc3Nw5mS0ZNCIHpu67hzyN3ALy84aN7Ld7wQURERU+nAfD333/H0qVL0aNHD11ulkjv5I7z98f/h78pbfx5ty8REemMTq8BzMrKQp06dXS5SSK9I4TAzD3/G+T5+zb+6BFSRtqiiIjIqOg0AH7++edYtWqVLjdJpFeEEJi19zoWHnoZ/ia39kdPhj8iItIxnZ4CzsjIwJ9//ol9+/YhICAA5ubmGvN//vlnXZZDpFO5z/adf/Bl+JvYyg+96pSRtigiIjJKOg2AFy9eRPXq1QEAly9f1uWmiSQ3Z99N/HbgFgBgwid8vBsREUlHpwHw4MGDr52XkpKiw0qIdGtO2A38uv8mAGBcy8ro+yHDHxERSUcn1wDOmTPnjfNTUlLQrFkzXZRCpHO/7b+Juf8Kf5/XKydxRUREZOx0EgC//fZbLF++PN95qampaNasGZ49e6aLUoh06s8jtzE77AYA4NsWlRj+iIhIL+gkAK5YsQIDBw7E1q1bNaa/ePECzZo1w5MnT954epjIEC07cRc/7rwGABjRpAIGfFRe4oqIiIhe0sk1gB07dkRiYiK6du2KHTt2oEGDBurw9/jxYxw+fBhubm66KIVIJ9acjsHErVcAAEM/9sHQhr4SV0RERPQ/OrsJ5PPPP0dCQgLatGmD//73v5gwYQIePXqEw4cPw93dXVdlEBW5zZEPMHbzJQDA5x+WxX+aVJC4IiIiIk06vQt41KhRSEhIQKNGjVCmTBkcOnQIHh4euiyBqEjtvBSL/6y7ACGAHrW98V3LynzmNRER6R2dBMD27dtrvDY3N4eTkxO++uorjembNm3SRTlERWJf1GMMWx0JlQA6BXtgcmt/hj8iItJLOgmAdnZ2Gq+7du2qi80S6czhG08weOU5ZKsE2lR3x7T2ATAxYfgjIiL9pJMAuGTJEl1shkgS4befYcDyM8jKUaF5FVfM/rQaTBn+iIhIj+lkGBii4ursvQT0WxaBzGwVGlVywdwugTAz5deKiIj0G39TEb2jiw8S0XtxBNKyclDP1wnzu9eA3IxfKSIi0n/8bUX0Dq7GJqPHotNIycxGzbIO+LNHMCzNTaUui4iIqEAYAIm0dOdJKnosOoWkdCUCveyxuPcHKCFn+CMiIsPBAEikhYeJ6fjs71N4mpoFPzcFlvapCRsLnQ6nSURE9N4YAIkK6ElKJj77+xQeJWWgnLM1lverCbsS5lKXRUREpDUGQKICSEpToseiU4h++gKl7Utg5ee14GRjIXVZRERE74QBkOgtXmRmo/fS07gWlwJnWwus/LwW3OxKSF0WERHRO2MAJHqDDGUOBqw4g8iYRNiVMMeKfjVRxsla6rKIiIjei0EGwIULFyIgIAAKhQIKhQIhISHYtWsXACAhIQFffvklKlasiBIlSsDLywvDhg1DUlKSxjpiYmLQsmVLWFlZwcXFBSNHjkR2drYUu0N6KjtHhWGrI3H81jNYyU2xtM8HqOSqkLosIiKi92aQty96eHhg+vTp8PX1hRACy5YtQ5s2bRAZGQkhBB49eoRZs2bBz88P9+7dwxdffIFHjx5hw4YNAICcnBy0bNkSrq6uOHHiBGJjY9GzZ0+Ym5vjxx9/lHjvSB+oVAKjNlzE3qjHkJuZ4O9ewQj0Kil1WURERIXCIANgq1atNF5PnToVCxcuxMmTJ9GvXz9s3LhRPa98+fKYOnUqPvvsM2RnZ8PMzAx79+5FVFQU9u3bh1KlSqF69eqYMmUKRo8ejUmTJkEul+t6l0iPCCEwcesVbIp8CFMTGRZ0q4E65Z2kLouIiKjQGGQA/LecnBysX78eL168QEhISL7LJCUlQaFQwMzs5e6Gh4ejatWqKFWqlHqZpk2bYtCgQbhy5QoCAwPzXU9mZiYyMzPVr5OTkwEASqUSSqWysHbpneXWoA+1GIr8evZz2E2sOHkPMhkws30V1Pd1YE//Hz9j2mPPtMeeaY890w77ZMAB8NKlSwgJCUFGRgZsbGywefNm+Pn55Vnu6dOnmDJlCgYMGKCeFhcXpxH+AKhfx8XFvXab06ZNw+TJk/NM37t3L6ysrN51VwpdWFiY1CUYnNye7X8ow9aYl0/1+LRsDsweRmLnw0gpS9NL/Ixpjz3THnumPfasYNLS0qQuQXIGGwArVqyI8+fPIykpCRs2bECvXr1w+PBhjRCYnJyMli1bws/PD5MmTXrvbY4dOxbffPONxvo9PT3RpEkTKBTS3xygVCoRFhaG0NBQmJtzgOKC+HfPNp5/jK3hUQCAkU18MaBeWYmr0z/8jGmPPdMee6Y99kw7uWfwjJnBBkC5XA4fHx8AQFBQECIiIjB37lz88ccfAICUlBQ0a9YMtra22Lx5s8YXwtXVFadPn9ZY3+PHj9XzXsfCwgIWFnkH/zU3N9erL5y+1WMI9l1/hgnbXoa/wQ3KY0jDChJXpN/4GdMee6Y99kx77FnBsEcGOgxMflQqlfr6vOTkZDRp0gRyuRxbt26FpaWlxrIhISG4dOkS4uPj1dPCwsKgUCjyPY1Mxdv1JBn+s+EShAC61fLCyKYVpS6JiIioSBnkEcCxY8eiefPm8PLyQkpKClatWoVDhw5hz5496vCXlpaGf/75B8nJyepDvc7OzjA1NUWTJk3g5+eHHj16YObMmYiLi8O4ceMwZMiQfI/wUfF16WESFl0zgVIl0KKqK6a0qQKZTCZ1WUREREXKIANgfHw8evbsidjYWNjZ2SEgIAB79uxBaGgoDh06hFOnTgGA+hRxrujoaJQpUwampqbYvn07Bg0ahJCQEFhbW6NXr174/vvvpdgdksjtJ6not/wcMlUyhJRzwJzO1WFqwvBHRETFn0EGwEWLFr12XoMGDSCEeOs6vL29sXPnzsIsiwxIXFIGei46jedpSnhaCyzoVh0WZqZSl0VERKQTBhkAid5HYloWeiw6hYeJ6SjraIXPyybDxoJfBSIiMh7F5iYQooJIy8pGn6URuBmfilIKCyzpHQQb3gxGRERGhgGQjIYyR4VB/5xDZEwi7EqYY0W/WihtX0LqsoiIiHSOAZCMgkolMGL9BRy+8QQlzE2xuPcHqFDKVuqyiIiIJMEASMWeEALfb4/Cf88/gpmJDAs+q4Eg75JSl0VERCQZBkAq9uYfvIWlJ+4CAGZ9Wg0fV3SRtiAiIiKJMQBSsbb6dAxm7b0BAJjYyg9tA0tLXBEREZH0GACp2AqLeozvNl8CAAz92Ad96paVuCIiIiL9wABIxdLZe8/x5epzUAmgU7AH/tOkgtQlERER6Q0GQCp2bsWnot+yCGQoVfi4ojOmtqvK5/sSERH9CwMgFSuPkzPQa/FpJKYpUc3THvO714C5KT/mRERE/8bfjFRsJGco0XtJxMtHvDlZY3GvYFjJ+Yg3IiKiVzEAUrGQmZ2DL1acxdXYZDjZWGBZn5pwtLGQuiwiIiK9xABIBu/lUz4u4sTtZ7CWm2Jpnw/g5WgldVlERER6iwGQDN6PO69i24WXT/n4vUcQqpS2k7okIiIivcYASAbt76N38PexaADAT58GoJ6vs8QVERER6T8GQDJY/z3/ED/suAoAGNO8EtoFekhcERERkWFgACSDdPzWU4xYfwEA0LtOGQz8qJzEFRERERkOBkAyONfikvHFirNQ5gi0rOqGCZ/4caBnIiIiLTAAkkGJS8pAnyURSMnMRs2yDpjdqRpMTBj+iIiItMEASAYjJUOJPksjEJuUgfLO1virRzAszU2lLouIiMjgMACSQVDmqDB45Tn1QM9L+9SEnZW51GUREREZJAZA0ntCCHy3+RKO3nyKEuamWNw7GJ4OHOiZiIjoXTEAkt777cAtrDvzACYyYF63QAR42EtdEhERkUFjACS9tuHsA/wcdgMA8H2bKmhUuZTEFRERERk+BkDSW8dvPcWYjRcBAF/UL4/PantLXBEREVHxwABIeil3rL9slUCrau4Y1bSi1CUREREVGwyApHdeHetv1qcBHOuPiIioEDEAkl55day/P3sEwcKMY/0REREVJgZA0hvZOSoMWRWpMdafvZVc6rKIiIiKHQZA0gtCCEzcegVHbjyBpbkJx/ojIiIqQgyApBcWH7+LladiIJMBc7twrD8iIqKixABIkguLeowfdkQBAL5tXhlN/V0lroiIiKh4YwAkSV1+mIRhqyMhBNC1phc+r1dW6pKIiIiKPQZAkkxcUgb6LYtAujIH9Xyd8H0bf8hkHO6FiIioqDEAkiReZGaj37IIPE7OhK+LDeZ1qwFzU34ciYiIdIG/cUnnclQCX62JxJVHyXC0lmNx7w9gV8Jc6rKIiIiMBgMg6dyPO69i39V4yM1M8FcvDvdCRESkawyApFMrTt7DomPRAIDZn1ZDDa+SEldERERkfBgASWcO33iCSVuvAABGNKmAVtXcJa6IiIjIODEAkk5cj0vBkJXnkKMS6FDDA0M+9pG6JCIiIqPFAEhFLj4lA32XRiA1Mxu1yjpgWvuqHO6FiIhIQgyAVKTSs3LQf/lZPExMR1kna/z+WRDkZvzYERERSYm/ianIqFQC/1l/HhfuJ8LeyhyLe3+AktZyqcsiIiIyegyAVGRm7b2OnZfiYG4qwx+fBaGsk7XUJREREREYAKmIbDj7AAsO3QYAzOgQgFrlHCWuiIiIiHIxAFKhO3svAd9uugQA+LKhD9rX8JC4IiIiIvo3BkAqVA+ep2HgirPIylGhmb8rhjeuIHVJRERE9AoGQCo0LzKz0X/5WTxNzYKfmwI/d64GExMO90JERKRvGACpUKhUAsPXnsfV2GQ42Vjgr17BsJKbSV0WERER5YMBkArFz2E3sDfqMeSmJvijRxBK25eQuiQiIiJ6DQZAem//Pf8Q8w7eAgBMa18VQd4lJa6IiIiI3oQBkN7L+fuJGLnhIgBgYP1y6BDEO36JiIj0HQMgvbPYpHT0X34GWdkqNK7sglFNK0ldEhERERUAAyC9k/SsHAxYfhZPUjJRsZQtfukSCFPe8UtERGQQDDIALly4EAEBAVAoFFAoFAgJCcGuXbvU8zMyMjBkyBA4OjrCxsYGHTp0wOPHjzXWERMTg5YtW8LKygouLi4YOXIksrOzdb0rBkkIgREbLuDSwyQ4WMvxd69g2Fjwjl8iIiJDYZAB0MPDA9OnT8fZs2dx5swZNGzYEG3atMGVK1cAAMOHD8e2bduwfv16HD58GI8ePUL79u3V78/JyUHLli2RlZWFEydOYNmyZVi6dCkmTJgg1S4ZlF/338KOi7EwN5VhYfca8HSwkrokIiIi0oJBHrZp1aqVxuupU6di4cKFOHnyJDw8PLBo0SKsWrUKDRs2BAAsWbIElStXxsmTJ1G7dm3s3bsXUVFR2LdvH0qVKoXq1atjypQpGD16NCZNmgS5XC7FbhmEnZdiMWffDQDAD22r8Bm/REREBsggjwD+W05ODtasWYMXL14gJCQEZ8+ehVKpROPGjdXLVKpUCV5eXggPDwcAhIeHo2rVqihVqpR6maZNmyI5OVl9FJHyuvwwCd+sOw8A6Fu3LDp/4CVtQURERPRODPIIIABcunQJISEhyMjIgI2NDTZv3gw/Pz+cP38ecrkc9vb2GsuXKlUKcXFxAIC4uDiN8Jc7P3fe62RmZiIzM1P9Ojk5GQCgVCqhVCoLY7feS24NRVHLk5RMfL4sAhlKFer5OGJkaHm92Of3VZQ9K47YL+2xZ9pjz7THnmmHfTLgAFixYkWcP38eSUlJ2LBhA3r16oXDhw8X6TanTZuGyZMn55m+d+9eWFnpz3VwYWFhhbq+bBXw2xVTxKXKUKqEQMuSj7F3z+5C3YbUCrtnxR37pT32THvsmfbYs4JJS0uTugTJGWwAlMvl8PHxAQAEBQUhIiICc+fORefOnZGVlYXExESNo4CPHz+Gq6srAMDV1RWnT5/WWF/uXcK5y+Rn7Nix+Oabb9Svk5OT4enpiSZNmkChUBTWrr0zpVKJsLAwhIaGwtzcvFDWKYTAuP9G4W7qQygszfDPwFoo42hdKOvWB0XRs+KM/dIee6Y99kx77Jl2cs/gGTODDYCvUqlUyMzMRFBQEMzNzbF//3506NABAHD9+nXExMQgJCQEABASEoKpU6ciPj4eLi4uAF7+1aRQKODn5/fabVhYWMDCwiLPdHNzc736whVmPSvC72Ld2YcwkQG/dg2Er6t9oaxX3+jb/0N9x35pjz3THnumPfasYNgjAw2AY8eORfPmzeHl5YWUlBSsWrUKhw4dwp49e2BnZ4d+/frhm2++gYODAxQKBb788kuEhISgdu3aAIAmTZrAz88PPXr0wMyZMxEXF4dx48ZhyJAh+QY8Y3XqzjNM3hYFABjVrBIaVHSRuCIiIiIqDAYZAOPj49GzZ0/ExsbCzs4OAQEB2LNnD0JDQwEAc+bMgYmJCTp06IDMzEw0bdoUCxYsUL/f1NQU27dvx6BBgxASEgJra2v06tUL33//vVS7pHceJqZj8MpzyFYJtK7mjoEflZO6JCIiIiokBhkAFy1a9Mb5lpaWmD9/PubPn//aZby9vbFz587CLq1YePmYtzN49iILfm4KzOgQAJmMj3kjIiIqLgx+HEAqXEIIjN54EVceJcPBWo4/ewahhNxU6rKIiIioEDEAkoY/j9zB1guPYGoiw/xuNeBRUn+GtyEiIqLCwQBIaodvPMGM3dcAABM+8UNIeT7mjYiIqDhiACQAwN2nL/DlqnNQCaBTsAd6hnhLXRIREREVEQZAQmpmNvovP4PkjGwEetljStsqvOmDiIioGGMANHIqlcA3a8/jZnwqXGwt8PtnQbAw400fRERExRkDoJH79cBN7I16DLmpCf7oEYRSCkupSyIiIqIixgBoxPZcicMv+24CAH5oVwWBXiUlroiIiIh0gQHQSN14nIJv1p4HAPSuUwadgj2lLYiIiIh0hgHQCCWlKTFg+Rm8yMpBSDlHfNeystQlERERkQ4xABqZHJXAV2sjcfdZGkrbl8D87jVgbsqPARERkTHhb34jM3ffDRy6/gQWZib4s2cQHKzlUpdEREREOsYAaETCoh7j1wO3AADTO1SFv7udxBURERGRFBgAjUT00xcaN320C/SQtiAiIiKSDAOgEXiRmY2BK84gJTMbH5QpiW9b8KYPIiIiY8YAWMwJITBq40XceJwKZ1sLzO9WA3Iz/m8nIiIyZkwCxdzfR6Ox42IszExkWNi9Blz4pA8iIiKjxwBYjJ24/RTTdl0FAExo5YfgMg4SV0RERET6gAGwmHqUmI4vV0VCJYD2NUqjR21vqUsiIiIiPcEAWAxlKnMw6J+zePYiC35uCvzYripkMpnUZREREZGeYAAshqbsvIYLD5JgV8Icf/QIgqW5qdQlERERkR4xk7oAKlzhj2VYe+chZDLg166B8HSwkrokIiIi0jM8AliMXHiQhPXRL/+XjmhSEfUrOEtcEREREekjBsBi4mlqJoauPo8cIUPjSs4YVL+81CURERGRnmIALAayc1T4clUk4pIz4WIpMLNDFZiY8KYPIiIiyh8DYDEwa+8NhN95Biu5KfpVzIGtpbnUJREREZEeYwA0cGFRj/H74dsAgGlt/eHKez6IiIjoLRgADdi9Zy/wzbrzAIA+dcugRVVXaQsiIiIig8AAaKAylDn44p9zSMnIRg0ve4xtXlnqkoiIiMhAMAAaqAn/vYyrsclwsJZjfvcakJvxfyUREREVDFODAVoXcR/rzjyAiQz4rWsg3OxKSF0SERERGRAGQANz5VESxv/3MgDgm9AKqOvjJHFFREREZGgYAA1IUroSg/45h8xsFRpWcsHgBj5Sl0REREQGiAHQQAghMGL9BcQkpMGjZAn83KkaB3smIiKid8IAaCD+OHIHYVGPITc1wYLuNWBvJZe6JCIiIjJQDIAG4OSdZ5i5+xoAYGJrPwR42EtbEBERERk0BkA9F5+cgaGrIqESQPvA0uhW00vqkoiIiMjAMQDqsewcFYaujsTT1ExUcrXF1HZVIZPxuj8iIiJ6PwyAeuynPddxOjoBNhZmWNC9BkrITaUuiYiIiIoBBkA9tedKHP44cgcAMOvTAJRztpG4IiIiIiouGAD10N2nLzBi3QUAwOcflkWzKm4SV0RERETFCQOgHpqx+xpSMrPxQZmSGN28ktTlEBERUTFjJnUBlNeMjgGwK2GO4aEVYG7KjE5ERESFiwFQDykszTG9Q4DUZRAREVExxcNLREREREaGAZCIiIjIyDAAEhERERkZBkAiIiIiI8MASERERGRkGACJiIiIjAwDIBEREZGRYQAkIiIiMjIMgERERERGhgGQiIiIyMgwABIREREZGQZAIiIiIiPDAEhERERkZMykLsCQCSEAAMnJyRJX8pJSqURaWhqSk5Nhbm4udTkGgT3TDvulPfZMe+yZ9tgz7eT+3s79PW6MGADfQ0pKCgDA09NT4kqIiIhIWykpKbCzs5O6DEnIhDHH3/ekUqnw6NEj2NraQiaTSV0OkpOT4enpifv370OhUEhdjkFgz7TDfmmPPdMee6Y99kw7QgikpKTA3d0dJibGeTUcjwC+BxMTE3h4eEhdRh4KhYI/ALTEnmmH/dIee6Y99kx77FnBGeuRv1zGGXuJiIiIjBgDIBEREZGRYQAsRiwsLDBx4kRYWFhIXYrBYM+0w35pjz3THnumPfaMtMWbQIiIiIiMDI8AEhERERkZBkAiIiIiI8MASERERGRkGACJiIiIjAwDoB6ZP38+ypQpA0tLS9SqVQunT59+4/Lr169HpUqVYGlpiapVq2Lnzp0a8zdt2oQmTZrA0dERMpkM58+fz7OOjIwMDBkyBI6OjrCxsUGHDh3w+PHjwtytIqXrniUkJODLL79ExYoVUaJECXh5eWHYsGFISkoq7F0rMlJ8znIJIdC8eXPIZDJs2bKlEPam6EnVr/DwcDRs2BDW1tZQKBT46KOPkJ6eXli7VaSk6FlcXBx69OgBV1dXWFtbo0aNGti4cWNh7laRKsyeKZVKjB49GlWrVoW1tTXc3d3Rs2dPPHr0SGMdCQkJ6N69OxQKBezt7dGvXz+kpqYWyf6RHhKkF9asWSPkcrlYvHixuHLliujfv7+wt7cXjx8/znf548ePC1NTUzFz5kwRFRUlxo0bJ8zNzcWlS5fUyyxfvlxMnjxZ/PXXXwKAiIyMzLOeL774Qnh6eor9+/eLM2fOiNq1a4s6deoU1W4WKil6dunSJdG+fXuxdetWcevWLbF//37h6+srOnToUJS7Wmik+pzl+vnnn0Xz5s0FALF58+ZC3rvCJ1W/Tpw4IRQKhZg2bZq4fPmyuHbtmli7dq3IyMgoql0tNFL1LDQ0VHzwwQfi1KlT4vbt22LKlCnCxMREnDt3rqh2tdAUds8SExNF48aNxdq1a8W1a9dEeHi4qFmzpggKCtJYT7NmzUS1atXEyZMnxdGjR4WPj4/o2rVrke8v6QcGQD1Rs2ZNMWTIEPXrnJwc4e7uLqZNm5bv8p06dRItW7bUmFarVi0xcODAPMtGR0fn+0MzMTFRmJubi/Xr16unXb16VQAQ4eHh77E3uiFFz/Kzbt06IZfLhVKp1G4HJCBlzyIjI0Xp0qVFbGyswQRAqfpVq1YtMW7cuPcrXiJS9cza2losX75cY5qDg4P466+/3mEvdKsoe5br9OnTAoC4d++eEEKIqKgoAUBERESol9m1a5eQyWTi4cOH77M7ZCB4ClgPZGVl4ezZs2jcuLF6momJCRo3bozw8PB83xMeHq6xPAA0bdr0tcvn5+zZs1AqlRrrqVSpEry8vLRajxSk6ll+kpKSoFAoYGam34/WlrJnaWlp6NatG+bPnw9XV1fti5eAVP2Kj4/HqVOn4OLigjp16qBUqVKoX78+jh079m47okNSfsbq1KmDtWvXIiEhASqVCmvWrEFGRgYaNGig9X7okq56lpSUBJlMBnt7e/U67O3tERwcrF6mcePGMDExwalTp95jj8hQMADqgadPnyInJwelSpXSmF6qVCnExcXl+564uDitln/dOuRyufoHwruuRwpS9Sy/OqZMmYIBAwa88zp0RcqeDR8+HHXq1EGbNm20K1pCUvXrzp07AIBJkyahf//+2L17N2rUqIFGjRrh5s2bWu6Fbkn5GVu3bh2USiUcHR1hYWGBgQMHYvPmzfDx8dFuJ3RMFz3LyMjA6NGj0bVrVygUCvU6XFxcNJYzMzODg4OD3v/8p8Kh34csiPRYcnIyWrZsCT8/P0yaNEnqcvTW1q1bceDAAURGRkpdikFQqVQAgIEDB6JPnz4AgMDAQOzfvx+LFy/GtGnTpCxPb40fPx6JiYnYt28fnJycsGXLFnTq1AlHjx5F1apVpS5PMkqlEp06dYIQAgsXLpS6HNIjDIB6wMnJCaampnnuvn38+PFrT5e5urpqtfzr1pGVlYXExESNo4DarkcKUvUsV0pKCpo1awZbW1ts3rwZ5ubmWq9D16Tq2YEDB3D79u08R5o7dOiAevXq4dChQwVely5J1S83NzcAgJ+fn8b0ypUrIyYmpsDrkYJUPbt9+zbmzZuHy5cvw9/fHwBQrVo1HD16FPPnz8fvv/+u5Z7oTlH2LDf83bt3DwcOHFAf/ctdR3x8vMby2dnZSEhI0Puf/1Q4eApYD8jlcgQFBWH//v3qaSqVCvv370dISEi+7wkJCdFYHgDCwsJeu3x+goKCYG5urrGe69evIyYmRqv1SEGqngEvj/w1adIEcrkcW7duhaWlpfY7IAGpejZmzBhcvHgR58+fV/8DgDlz5mDJkiXa74iOSNWvMmXKwN3dHdevX9eYfuPGDXh7e2uxB7onVc/S0tIAvLx27t9MTU3VR1T1VVH1LDf83bx5E/v27YOjo2OedSQmJuLs2bPqaQcOHIBKpUKtWrUKY9dI30l9Fwq9tGbNGmFhYSGWLl0qoqKixIABA4S9vb2Ii4sTQgjRo0cPMWbMGPXyx48fF2ZmZmLWrFni6tWrYuLEiXmGTnj27JmIjIwUO3bsEADEmjVrRGRkpIiNjVUv88UXXwgvLy9x4MABcebMGRESEiJCQkJ0t+PvQYqeJSUliVq1aomqVauKW7duidjYWPW/7Oxs3TbgHUj1OXsVDOQuYKn6NWfOHKFQKMT69evFzZs3xbhx44SlpaW4deuW7nb+HUnRs6ysLOHj4yPq1asnTp06JW7duiVmzZolZDKZ2LFjh24b8A4Ku2dZWVmidevWwsPDQ5w/f17j51RmZqZ6Pc2aNROBgYHi1KlT4tixY8LX15fDwBgRBkA98ttvvwkvLy8hl8tFzZo1xcmTJ9Xz6tevL3r16qWx/Lp160SFChWEXC4X/v7+eX7QLVmyRADI82/ixInqZdLT08XgwYNFyZIlhZWVlWjXrt0bf3HrG1337ODBg/nOByCio6OLeG8LhxSfs1cZSgAUQrp+TZs2TXh4eAgrKysREhIijh49WlS7WOik6NmNGzdE+/bthYuLi7CyshIBAQF5hoXRZ4XZs9zhcvL7d/DgQfVyz549E127dhU2NjZCoVCIPn36iJSUlKLeVdITMiGEKJpji0RERESkj3gNIBEREZGRYQAkIiIiMjIMgERERERGhgGQiIiIyMgwABIREREZGQZAIiIiIiPDAEhERERkZBgAiYiIiIwMAyARFZrevXujbdu2UpdhsCZNmoTq1aurX+uqnx999BFWrVr1Tu/NyspCmTJlcObMmUKuioiKEgMgkRGJi4vDV199BR8fH1haWqJUqVKoW7cuFi5ciLS0tPde/9y5c7F06dL3WserIUjfLF26FDKZDDKZDCYmJnBzc0Pnzp0RExNT6NsqjH6+zdatW/H48WN06dJFPa1MmTKQyWRYs2ZNnuX9/f0hk8nUdcnlcowYMQKjR48u0jqJqHAxABIZiTt37iAwMBB79+7Fjz/+iMjISISHh2PUqFHYvn079u3b99r3KpXKAm3Dzs4O9vb2hVSxtLKysl47T6FQIDY2Fg8fPsTGjRtx/fp1fPrpp4Vegy76+euvv6JPnz4wMdH8deDp6YklS5ZoTDt58iTi4uJgbW2tMb179+44duwYrly5UqS1ElHhYQAkMhKDBw+GmZkZzpw5g06dOqFy5cooV64c2rRpgx07dqBVq1bqZWUyGRYuXIjWrVvD2toaU6dORU5ODvr164eyZcuiRIkSqFixIubOnauxjVdPWTZo0ADDhg3DqFGj4ODgAFdXV0yaNEmrunPXOWvWLLi5ucHR0RFDhgzRCKVlypTBjz/+iL59+8LW1hZeXl74888/NdZz//59dOrUCfb29nBwcECbNm1w9+7dPNuZOnUq3N3dUbFixdfWJJPJ4OrqCjc3N9SpUwf9+vXD6dOnkZycrF5m9OjRqFChAqysrFCuXDmMHz8+T5CePn06SpUqBVtbW/Tr1w8ZGRn57vu/9/OXX37RWKZ69erqngohMGnSJHh5ecHCwgLu7u4YNmzYa/fjyZMnOHDggMb/+1zdu3fH4cOHcf/+ffW0xYsXo3v37jAzM9NYtmTJkqhbt26+RwyJSD8xABIZgWfPnmHv3r0YMmRInqM3uWQymcbrSZMmoV27drh06RL69u0LlUoFDw8PrF+/HlFRUZgwYQK+/fZbrFu37o3bXrZsGaytrXHq1CnMnDkT33//PcLCwrSq/+DBg7h9+zYOHjyIZcuWYenSpXlOjc6ePRvBwcGIjIzE4MGDMWjQIFy/fh3AyyOYTZs2ha2tLY4ePYrjx4/DxsYGzZo10zjSt3//fly/fh1hYWHYvn17gWqLj4/H5s2bYWpqClNTU/V0W1tbLF26FFFRUZg7dy7++usvzJkzRz1/3bp1mDRpEn788UecOXMGbm5uWLBggVZ9edXGjRsxZ84c/PHHH7h58ya2bNmCqlWrvnb5Y8eOwcrKCpUrV84zr1SpUmjatCmWLVsGAEhLS8PatWvRt2/ffNdVs2ZNHD169L3qJyLdMXv7IkRk6G7dugUhRJ6jWk5OTuqjTkOGDMGMGTPU87p164Y+ffpoLD958mT1f5ctWxbh4eFYt24dOnXq9NptBwQEYOLEiQAAX19fzJs3D/v370doaGiB6y9ZsiTmzZsHU1NTVKpUCS1btsT+/fvRv39/9TItWrTA4MGDAbw8+jZnzhwcPHgQFStWxNq1a6FSqfD333+rg+6SJUtgb2+PQ4cOoUmTJgAAa2tr/P3335DL5W+sJykpCTY2NhBCqK+dHDZsmEa4HjdunPq/y5QpgxEjRmDNmjUYNWoUAOCXX35Bv3790K9fPwDADz/8gH379uU5CqiNmJgYuLq6onHjxjA3N4eXlxdq1qz52uXv3buHUqVK5Tn9m6tv3774z3/+g++++w4bNmxA+fLlX3t9pru7O+7du/fOtRORbvEIIJERO336NM6fPw9/f39kZmZqzAsODs6z/Pz58xEUFARnZ2fY2Njgzz//fOvNDwEBARqv3dzcEB8fr1Wd/v7+GkfX8lvHv7eTe4o2d5kLFy7g1q1bsLW1hY2NDWxsbODg4ICMjAzcvn1b/b6qVau+NfwBL4/unT9/HmfOnMHs2bNRo0YNTJ06VWOZtWvXom7dunB1dYWNjQ3GjRun0aurV6+iVq1aGu8JCQkpQDde79NPP0V6ejrKlSuH/v37Y/PmzcjOzn7t8unp6bC0tHzt/JYtWyI1NRVHjhzB4sWLX3v0DwBKlChRKDcSEZFu8AggkRHw8fGBTCZTnxLNVa5cOQAvf3m/6tVTxWvWrMGIESMwe/ZshISEwNbWFj/99BNOnTr1xm2bm5trvJbJZFCpVFrVX5B1vGmZ1NRUBAUFYeXKlXnW7ezsrP7v150ef5WJiQl8fHwAAJUrV8bt27cxaNAgrFixAgAQHh6O7t27Y/LkyWjatCns7OywZs0azJ49u0Drf9N2hRAa0/59XaGnpyeuX7+Offv2ISwsDIMHD8ZPP/2Ew4cP5+kP8PII8PPnz1+7PTMzM/To0QMTJ07EqVOnsHnz5tcum5CQoNFLItJvPAJIZAQcHR0RGhqKefPm4cWLF++0juPHj6NOnToYPHgwAgMD4ePjo3H0TJ/VqFEDN2/ehIuLC3x8fDT+2dnZvff6x4wZg7Vr1+LcuXMAgBMnTsDb2xvfffcdgoOD4evrm+f0aOXKlfOE55MnT75xO87OzoiNjVW/Tk5ORnR0tMYyJUqUQKtWrfDrr7/i0KFDCA8Px6VLl/JdX2BgIOLi4t4YAvv27YvDhw+jTZs2KFmy5GuXu3z5MgIDA99YPxHpDwZAIiOxYMECZGdnIzg4GGvXrsXVq1dx/fp1/PPPP7h27ZrGKdb8+Pr64syZM9izZw9u3LiB8ePHIyIiQkfVv5/u3bvDyckJbdq0wdGjRxEdHY1Dhw5h2LBhePDgwXuv39PTE+3atcOECRMAvOxVTEwM1qxZg9u3b+PXX3/Nc/Tsq6++wuLFi7FkyRLcuHEDEydOfOswKg0bNsSKFStw9OhRXLp0Cb169dL4/7Z06VIsWrQIly9fxp07d/DPP/+gRIkS8Pb2znd9gYGBcHJywvHjx1+7zcqVK+Pp06d5hoR51dGjR9XXUhKR/mMAJDIS5cuXR2RkJBo3boyxY8eiWrVqCA4Oxm+//YYRI0ZgypQpb3z/wIED0b59e3Tu3Bm1atXCs2fP1Ddd6DsrKyscOXIEXl5eaN++PSpXrqwedkWhUBTKNoYPH44dO3bg9OnTaN26NYYPH46hQ4eievXqOHHiBMaPH6+xfOfOnTF+/HiMGjUKQUFBuHfvHgYNGvTGbYwdOxb169fHJ598gpYtW6Jt27YoX768er69vT3++usv1K1bFwEBAdi3bx+2bdsGR0fHfNdnamqKPn365Htq/N8cHR3zvUwgV3h4OJKSktCxY8c3roeI9IdMvHpBCRERGY24uDj4+/vj3Llzrz1S+DadO3dGtWrV8O233xZydURUVHgEkIjIiLm6umLRokXv/Ci7rKwsVK1aFcOHDy/kyoioKPEIIBEREZGR4RFAIiIiIiPDAEhERERkZBgAiYiIiIwMAyARERGRkWEAJCIiIjIyDIBERERERoYBkIiIiMjIMAASERERGRkGQCIiIiIj83/bnY/Gwy8sIgAAAABJRU5ErkJggg==", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "0edcd4ed5ddb46f09e64f843efe1a202", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9723e384baa74d9c8a4835e18875ae35", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAACNA0lEQVR4nOzdd3gU5doG8Hv7pvcK6UASOoYWUHrniAULiEoTzvEDFbBhQ1BRQQWUg2ID5AgK9gIIobfQewstQEhIIb1vm++PJQNLEkggu5PN3r/rygU7887ss282mydvlQmCIICIiIiIHIZc6gCIiIiIyLaYABIRERE5GCaARERERA6GCSARERGRg2ECSERERORgmAASERERORgmgEREREQOhgkgERERkYNhAkhERETkYJgAEhERETkYJoBEREREDoYJIBEREZGDYQJIRERE5GCYABIRERE5GCaARERERA6GCSARERGRg2ECSERERORgmAASERERORgmgEREREQOhgkgERERkYNhAkhERETkYJgAEhERETkYJoBEREREDoYJIBEREZGDYQJIRERE5GCYABIRERE5GCaARERERA6GCSARERGRg2ECSERERORgmAASERERORgmgEREREQOhgkgERERkYNhAkhERETkYJgAEhERETkYJoDk8C5cuACZTIYlS5aIx6ZPnw6ZTCZdUHaG9XXdoEGDMG7cOKnDsAsLFy5EaGgoysvLpQ5F1KNHD/To0UPqMCqZPXs2YmJiYDKZan3t1KlT0alTJytERfaMCSDViSVLlkAmk4lfWq0WzZo1w8SJE5GRkSF1ePXSiRMnMH36dFy4cKFG5SuSrKtXr1o3sGqUlJRg+vTp2Lx5s9Wfq6avtar3XXBwMPr374/PPvsMhYWFdxzDzp07MX36dOTl5dX4mh07dmDdunV49dVXxWObN2+GTCbDzz//bFFWp9PhX//6F+RyORYtWnTHcfbo0aPK91BFHcrlcqSkpFQ6X1BQACcnJ8hkMkycOFE8npKSghkzZqBjx47w8vKCr68vevTogfXr11cbQ25uLpRKJVauXCm+tk8//RTt2rWDu7s7PD090aJFC4wfPx6nTp0Srxs1ahR0Oh2+/PLLO379t1PxB15Nvmr6s2hrBQUFmDVrFl599VXI5dd/bRcVFeHtt99Gy5Yt4eLiAh8fH7Rt2xYvvPAC0tLSxHKTJk3C4cOH8eeff0oRPtVTSqkDoIblnXfeQUREBMrKyrB9+3Z88cUXWL16NY4dOwZnZ2epw6tXTpw4gRkzZqBHjx4IDw+XOpzbKikpwYwZMwCgUgvJm2++ialTp0oQlVnF+06v1yM9PR2bN2/GpEmTMGfOHPz5559o3bp1re+5c+dOzJgxA6NGjYKnp2eNrvnoo4/Qu3dvNGnS5Jbl9Ho9HnnkEaxevRpff/01xowZU6vYtm7dio4dO0Kr1Voc37BhA7p37w6l8vpHu0ajwQ8//IBXXnnFouyvv/5a5b3/+OMPzJo1Cw8++CBGjhwJg8GApUuXom/fvli0aBFGjx5d6Zq1a9dCJpOhX79+AIChQ4dizZo1GD58OMaNGwe9Xo9Tp07h77//RpcuXRATEwMA0Gq1GDlyJObMmYPnnnvOKq3Ifn5++N///mdx7JNPPsHly5cxd+7cSmXXrVtX5zHcrUWLFsFgMGD48OHiMb1ej27duuHUqVMYOXIknnvuORQVFeH48eNYvnw5HnroIQQHBwMAAgMD8cADD+Djjz/GkCFDpHoZVN8IRHVg8eLFAgBh7969FsenTJkiABCWL19e7bVFRUXWDu+WkpOTBQDC4sWLxWNvv/22YO0fj59++kkAIGzatKlG5StiysrKsmpcNzMajUJpaamQlZUlABDefvttqz9nTV9rde87QRCEDRs2CE5OTkJYWJhQUlJS6xg++ugjAYCQnJxco/IZGRmCUqkUvvnmG4vjmzZtEgAIP/30kyAIgqDT6YQHH3xQkMlkwldffVXruATB/HMVExMjbNq0SejevbuwZ88e4YknnhDat28vXL58WRCE63X48MMPC23btq10j759+wpDhw4VAAgTJkwQjx87dqxSvZeVlQkxMTFC48aNq4znqaeeErp37y4IgiDs2bNHACDMnDmzUjmDwSBcvXrV4ti+ffsEAMKGDRtqVQd3Y/DgwUJYWJjNnu9utW7dWnjyySctjq1cuVIAICxbtqxS+dLSUiE/P9/i2M8//yzIZDLh3LlzVo2V7Ae7gMmqevXqBQBITk4GYO7ycXV1xblz5zBo0CC4ublhxIgRAIDi4mK8+OKLCAkJgUajQXR0ND7++GMIgmBxz4ouq2XLliE6OhparRZxcXHYunVrpedPTU3FmDFjEBAQAI1GgxYtWtxxd9vixYvRq1cv+Pv7Q6PRoHnz5vjiiy8qlQsPD8e//vUvbN++XWyliYyMxNKlS8UyS5YswaOPPgoA6Nmzp9gFVdvu1R49eqBly5Y4ceIEevbsCWdnZzRq1AizZ8+uVLa8vBxvv/02mjRpAo1Gg5CQELzyyiuVxl/dWL8tWrSARqPBwoUL4efnBwCYMWOGGO/06dMBVD0GsKb1ZS29evXCW2+9hYsXL+L777+3OLdx40bcd999cHFxgaenJx544AGcPHlSPD99+nS8/PLLAICIiIgadRGuWrUKBoMBffr0qbaMwWDAsGHD8Mcff+CLL76ocqzg5s2b0b59e2i1WkRFReHLL7+sVL+ffPIJVqxYgZkzZ2LPnj144okn0LdvX+zZsweNGjWyuN8TTzyBQ4cOWXS9pqenY+PGjXjiiScqPX+LFi3g6+trcUyj0WDQoEG4fPlypW51k8mEf/75B4MHDwYAnDt3DgDQtWvXSvdWKBTw8fGxOBYXFwdvb2/88ccfVdZZhZMnT8LJyQlPP/20xfHt27dDoVBYdLvfjZvHAFZ04a9cuRIzZsxAo0aN4ObmhkceeQT5+fkoLy/HpEmT4O/vD1dXV4wePbrKMY3ff/894uLi4OTkBG9vbwwbNqzKrvmbJScn48iRI5XeV7eqZ61WC3d3d4tjFdffrp7JcbALmKyq4kPqxg99g8GA/v37495778XHH38MZ2dnCIKAIUOGYNOmTRg7dizatm2LtWvX4uWXX0ZqamqlrpotW7ZgxYoVeP7556HRaPD5559jwIAB2LNnD1q2bAkAyMjIQOfOncWExs/PD2vWrMHYsWNRUFCASZMm1eq1fPHFF2jRogWGDBkCpVKJv/76C//3f/8Hk8mECRMmWJQ9e/YsHnnkEYwdOxYjR47EokWLMGrUKMTFxaFFixbo1q0bnn/+eXz22Wd4/fXXERsbCwDiv7WRm5uLAQMG4OGHH8Zjjz2Gn3/+Ga+++ipatWqFgQMHAjD/kh4yZAi2b9+O8ePHIzY2FkePHsXcuXNx+vRp/P777xb33LhxI1auXImJEyfC19cXbdq0wRdffIFnn30WDz30EB5++GEAuGXXam3qy1qeeuopvP7661i3bp2YbK1fvx4DBw5EZGQkpk+fjtLSUsyfPx9du3bFgQMHEB4ejocffhinT5/GDz/8gLlz54oJUUUSXJWdO3fCx8cHYWFhVZ6v6ML77bffsGDBAvz73/+uVObgwYMYMGAAgoKCMGPGDBiNRrzzzjtVPq9cLheTwooEtSrdunVD48aNsXz5crzzzjsAgBUrVsDV1VVM2moiPT0dzs7OlYZy7N27F1lZWRg0aBAAiK9/2bJl6Nq1q0V3dHXuuece7Nix45ZlYmNj8e677+Lll1/GI488giFDhqC4uBijRo1CTEyM+Nqs5YMPPoCTkxOmTp2Ks2fPYv78+VCpVJDL5cjNzcX06dOxa9cuLFmyBBEREZg2bZp47cyZM/HWW2/hsccewzPPPIOsrCzMnz8f3bp1w8GDB285xGDnzp0AzHV0o4p6Xrp0Kd58883bdp97eHggKioKO3bswOTJk++wFqhBkboJkhqGiq649evXC1lZWUJKSorw448/Cj4+PoKTk5PYLTVy5EgBgDB16lSL63///XcBgPDee+9ZHH/kkUcEmUwmnD17VjwGQAAg7Nu3Tzx28eJFQavVCg899JB4bOzYsUJQUFClLqdhw4YJHh4eYrdgTbuAq+pG7N+/vxAZGWlxLCwsTAAgbN26VTyWmZkpaDQa4cUXXxSP1UUXcPfu3QUAwtKlS8Vj5eXlQmBgoDB06FDx2P/+9z9BLpcL27Zts7jnwoULBQDCjh07xGMABLlcLhw/ftyi7K26gO+mvmr6Wqtyqy7gCh4eHkK7du3Ex23bthX8/f2F7Oxs8djhw4cFuVwuPP300+Kx2nYB33vvvUJcXFyl4xVdwBXviwULFlR7j/vvv19wdnYWUlNTxWNnzpwRlEqlRf2+/PLLlbqAhw8fXmUXcFZWlvDSSy8JTZo0Ea/v0KGDMHr0aEEQhEpdwFU5c+aMoNVqhaeeeqrSubfeesuiO9VkMonvy4CAAGH48OHCggULhIsXL1Z7//HjxwtOTk63jEEQzMMR7r33XiEgIEC4evWqMGHCBEGpVN7y+1+VW3UBd+/eXezOFoTr37+WLVsKOp1OPD58+HBBJpMJAwcOtLg+Pj7e4t4XLlwQFApFpS7xo0ePCkqlssqu8hu9+eabAgChsLDQ4nhJSYkQHR0tvrdGjRolfPvtt0JGRka19+rXr58QGxt7y+cjx8EuYKpTffr0gZ+fH0JCQjBs2DC4urrit99+q9Qt9eyzz1o8Xr16NRQKBZ5//nmL4y+++CIEQcCaNWssjsfHxyMuLk58HBoaigceeABr166F0WiEIAj45ZdfcP/990MQBFy9elX86t+/P/Lz83HgwIFavTYnJyfx//n5+bh69Sq6d++O8+fPIz8/36Js8+bNcd9994mP/fz8EB0djfPnz9fqOWvC1dUVTz75pPhYrVajY8eOFs/1008/ITY2FjExMRZ1UdFFv2nTJot7du/eHc2bN7+ruGpTX9bk6uoqdlteuXIFhw4dwqhRo+Dt7S2Wad26Nfr27YvVq1ff8fNkZ2fDy8ur2vMZGRlQKpWIiIio8rzRaMT69evx4IMPioP3AaBJkyZiS26FwYMH48CBA2JXpZ+fH5YvX44PP/wQAQEBle79xBNP4OzZs9i7d6/4b1Xdv1UpKSnBo48+CicnJ3z44YeVzq9evdqiJVEmk2Ht2rV477334OXlhR9++AETJkxAWFgYHn/88SpnVXt5eaG0tBQlJSW3jEUul2PJkiUoKirCwIED8fnnn+O1115D+/bta/Ra7sbTTz8NlUolPu7UqRMEQag0gadTp05ISUmBwWAAYJ5sYzKZ8Nhjj1n87AUGBqJp06aVfvZulp2dDaVSCVdXV4vjTk5O2L17tzhUYcmSJRg7diyCgoLw3HPPVdkN7eXlJdkqAlT/sAuY6tSCBQvQrFkzKJVKBAQEIDo62mLZAgBQKpVo3LixxbGLFy8iODgYbm5uFscrukQvXrxocbxp06aVnrtZs2YoKSlBVlYW5HI58vLy8NVXX+Grr76qMtbMzMxavbYdO3bg7bffRmJiYqVfVPn5+fDw8BAfh4aGVrrey8sLubm5tXrOmmjcuHGl7h8vLy8cOXJEfHzmzBmcPHmy2i7Mm+uiuiSlNmpTX9ZUVFQEf39/ANffR9HR0ZXKxcbGYu3atSguLoaLi8sdPZdw03jVG82ePRvz5s3DI488gnXr1lUau5WZmYnS0tIqZxDffKx79+5VPkfv3r2rPN6uXTvExMRg+fLl8PT0RGBgoJj834rRaMSwYcNw4sQJrFmzxiIxBczdwgcOHKjU/arRaPDGG2/gjTfewJUrV7BlyxZ8+umnWLlyJVQqVaUxmRX1VpNZwFFRUeIYzZYtW+Ktt9667TV14eaf6Yr3b0hISKXjJpMJ+fn58PHxwZkzZyAIQpWfWQAsksra8vDwwOzZszF79mxcvHgRGzZswMcff4z//ve/8PDwwHvvvWdRXhAErtdJIiaAVKc6dux427/GNRpNpaSwrlUslvrkk09i5MiRVZapzdIg586dQ+/evRETE4M5c+YgJCQEarUaq1evxty5cystzqpQKKq8z60ShDtVk+cymUxo1aoV5syZU2XZm3+J3dh6dydqW1/WcvnyZeTn5992WZa64OPjc8sEPygoCAkJCbj33nsxePBgbNmyBW3atLnr563pxKEnnngCX3zxBdzc3PD444/X6Gdw3Lhx+Pvvv7Fs2bIqE8Y1a9ZAq9WiZ8+e1d4jKCgIw4YNw9ChQ9GiRQusXLkSS5YssRgbmJubC2dn5xq/7yqWaklLS0N2djYCAwNrdN3dqO7n7HY/fyaTCTKZDGvWrKmy7M0tezfz8fGBwWBAYWFhpT+QbxQWFoYxY8bgoYceQmRkJJYtW1YpAczNza00wYccFxNAqhfCwsKwfv36Sh9yFTMXbx5Yf+bMmUr3OH36NJydncVWLjc3NxiNxlvOyqypv/76C+Xl5fjzzz8tWgJu131zK7b8SzwqKgqHDx9G79697/h5a3OdNerrTlSs/9a/f38A199HSUlJlcqeOnUKvr6+YutfbespJiYGv/zyyy3LREZGYu3atejevTv69++Pbdu2iS1D/v7+0Gq1OHv2bKXrqjpWW0888QSmTZuGK1euVFoXryovv/wyFi9ejHnz5lmsP3ejVatWoWfPnjVK3FQqFVq3bo0zZ86IXaAVkpOTazwBauHChUhISMDMmTPxwQcf4N///ne9ntkaFRUFQRAQERGBZs2a1fr6ijUTk5OTa/RHq5eXF6KionDs2LFK55KTk+vkjw5qGDgGkOqFQYMGwWg04r///a/F8blz50Imk1UaA5WYmGgxhi8lJQV//PEH+vXrB4VCAYVCgaFDh+KXX36p8oMwKyurVvFV/OV+Y6tafn4+Fi9eXKv73Kgi0ajNThN36rHHHkNqaiq+/vrrSudKS0tRXFx823tUzP6sSbzWqK/a2rhxI959911ERESISw0FBQWhbdu2+O677yxex7Fjx7Bu3TpxJitQ++9PfHw8cnNzbzvOs1WrVli1ahWKiorQt29fpKamAjDXWZ8+ffD7779b7OJw9uzZSmNg70RUVBTmzZuHDz74AB07drxl2Y8++ggff/wxXn/9dbzwwgtVltHr9UhISKg0k/jMmTO4dOlSpfJ5eXlITEyEl5dXpaEIBw4cQJcuXW77GpKTk/Hyyy9j6NCheP311/Hxxx/jzz//tFhiqb55+OGHoVAoMGPGjEo9AIIgIDs7+5bXx8fHAwD27dtncfzw4cNVjue7ePEiTpw4UWmYQ35+Ps6dO1ejeibHwBZAqhfuv/9+9OzZE2+88QYuXLiANm3aYN26dfjjjz8wadIkREVFWZRv2bIl+vfvb7EMDABxpwoA+PDDD7Fp0yZ06tQJ48aNQ/PmzZGTk4MDBw5g/fr1yMnJqXF8/fr1g1qtxv33349///vfKCoqwtdffw1/f39cuXLljl5z27ZtoVAoMGvWLOTn50Oj0Yjr5tW1p556CitXrsR//vMfbNq0CV27doXRaMSpU6ewcuVKrF279rZd905OTmjevDlWrFiBZs2awdvbGy1bthSX3bmRNerrVtasWYNTp07BYDAgIyMDGzduREJCAsLCwvDnn39a7Jjx0UcfYeDAgYiPj8fYsWPFZWA8PDzEdQ0BiJOM3njjDQwbNgwqlQr3339/teMDBw8eDKVSifXr12P8+PG3jDc+Ph6//vor7r//fvTt2xfbtm2Dj48Ppk+fLo4PfPbZZ8U/ilq2bIlDhw7ddT1Vl8zd6LfffsMrr7yCpk2bIjY2ttJ4vb59+yIgIADbt29HQUFBpQTw8OHDeOKJJzBw4EDcd9998Pb2RmpqKr777jukpaVh3rx5Fl2h+/fvR05ODh544IFbxlUx4cLJyUlcT/Lf//43fvnlF7zwwgvo06dPpTGK9UFUVBTee+89vPbaa7hw4QIefPBBuLm5ITk5Gb/99hvGjx+Pl156qdrrIyMj0bJlS6xfv95iwklCQgLefvttDBkyBJ07d4arqyvOnz+PRYsWoby83OK9DJiXPxIE4bb1TA7E1tOOqWGqyXIcgmBeBsbFxaXKc4WFhcLkyZOF4OBgQaVSCU2bNhU++ugjwWQyWZTDtWUrvv/+e6Fp06aCRqMR2rVrV+VyKhkZGcKECROEkJAQQaVSCYGBgULv3r0tdmCo6TIwf/75p9C6dWtBq9UK4eHhwqxZs4RFixZVWiokLCxMGDx4cKVYbl5eQhAE4euvvxYiIyMFhUJx2yVhqlsGpkWLFpXKjhw5stIyFzqdTpg1a5bQokULQaPRCF5eXkJcXJwwY8YMi10DcItlQXbu3CnExcUJarXaYkmYu6mvmr7WqlS87yq+1Gq1EBgYKPTt21f49NNPhYKCgiqvW79+vdC1a1fByclJcHd3F+6//37hxIkTlcq9++67QqNGjQS5XF6juIcMGSL07t3b4tjNO4HcaMWKFYJcLhc6dOggxrphwwahXbt2glqtFqKiooRvvvlGePHFFwWtVnvL575ZTevw5u93xXXVfVW8R1966SWhefPmle6XkZEhfPjhh0L37t2FoKAgQalUCl5eXkKvXr2En3/+uVL5V199VQgNDa30c36zTz/9VAAg/PLLLxbHL126JLi7uwuDBg265fU3upNlYG7+/lX3mVddvf/yyy/CvffeK7i4uAguLi5CTEyMMGHCBCEpKem28c6ZM0dwdXW1WFrp/PnzwrRp04TOnTsL/v7+glKpFPz8/ITBgwcLGzdurHSPxx9/XLj33ntv+1zkOGSCYIVR6URWJJPJMGHChErdxURS27ZtG3r06IFTp05VO+vzTjz44IM4fvx4lWNfpdK8eXP861//qnLXmZoqLy9HeHg4pk6dWqPWSUeVn5+PyMhIzJ49G2PHjq319enp6YiIiMCPP/7IFkAScQwgEVEdue+++9CvX7+7SopKS0stHp85cwarV6+22J5MajqdDo8//jhGjx59V/dZvHgxVCoV/vOf/9RRZA2Th4cHXnnlFXz00Ud3NIN+3rx5aNWqFZM/ssAWQLI7bAGkhiwoKAijRo1CZGQkLl68iC+++ALl5eU4ePBgnbYqEpFj4yQQIqJ6ZMCAAfjhhx+Qnp4OjUaD+Ph4vP/++0z+iKhOsQWQiIiIyMFwDCARERGRg2ECSERERORgmAASERERORhOArkLJpMJaWlpcHNzs+m+rkRERHTnBEFAYWEhgoODIZc7ZlsYE8C7kJaWhpCQEKnDICIiojuQkpKCxo0bSx2GJJgA3gU3NzcA5jeQu7t7nd5br9dj3bp16NevH1QqVZ3em65jPdsG69k2WM+2wXq2DWvWc0FBAUJCQsTf446ICeBdqOj2dXd3t0oC6OzsDHd3d37AWBHr2TZYz7bBerYN1rNt2KKeHXn4lmN2fBMRERE5MCaARERERA6GCSARERGRg2ECSERERORgmAASERERORgmgEREREQOhgkgERERkYNhAkhERETkYOpNArhgwQKEh4dDq9WiU6dO2LNnzy3L//TTT4iJiYFWq0WrVq2wevVqi/OCIGDatGkICgqCk5MT+vTpgzNnzliUycnJwYgRI+Du7g5PT0+MHTsWRUVFdf7aiIiIiOqTepEArlixAlOmTMHbb7+NAwcOoE2bNujfvz8yMzOrLL9z504MHz4cY8eOxcGDB/Hggw/iwQcfxLFjx8Qys2fPxmeffYaFCxdi9+7dcHFxQf/+/VFWViaWGTFiBI4fP46EhAT8/fff2Lp1K8aPH2/110tEREQkpXqRAM6ZMwfjxo3D6NGj0bx5cyxcuBDOzs5YtGhRleU//fRTDBgwAC+//DJiY2Px7rvv4p577sF///tfAObWv3nz5uHNN9/EAw88gNatW2Pp0qVIS0vD77//DgA4efIk/vnnH3zzzTfo1KkT7r33XsyfPx8//vgj0tLSbPXSiYiIiGxO8r2AdTod9u/fj9dee008JpfL0adPHyQmJlZ5TWJiIqZMmWJxrH///mJyl5ycjPT0dPTp00c87+HhgU6dOiExMRHDhg1DYmIiPD090b59e7FMnz59IJfLsXv3bjz00EOVnre8vBzl5eXi44KCAgDm/Qr1en3tX/wtVNyvru9LlljPtsF6tg3Ws22wnm3DmvXM7109SACvXr0Ko9GIgIAAi+MBAQE4depUldekp6dXWT49PV08X3HsVmX8/f0tziuVSnh7e4tlbvbBBx9gxowZlY6vW7cOzs7O1b3EWjtXAJwrkEGjkGHXsvXQKgDVDW21MgDFBiClWAaDCfDVCvDTAqGuAjzUt753udH85X6bco4mISFB6hAcAuvZNljPtmEP9WwwAToToFUAcpnU0dwZa9RzSUlJnd/T3kieANqT1157zaLlsaCgACEhIejXrx/c3d3r7HnmbzyHVcfP3dG13i4qBHlo0cjTCZG+LkjJKcXZrCK4O6kgCAIOX86H3iggJsAVD7QNxv2tAxHgrq2z2O2NXq9HQkIC+vbtC5VKJXU4DRbr2TZYz9azOzkH0/86CR9XNR6PCwYuH8aAfn2hVCqx92Iuvt+VgtwSHV7tH42WjdwrXfvyL8cQ7KHFxJ5RUClkuJJfhq5RPvBz0wAACsv0cFGbfyWfTC9EdrEOQe5aeLuqoTOYkJpXikMp+SguN8DDWQUPrQruTkrojQJS80qRmleGzIIyNPZyQpSfC85lFeNIagGOXM5HucEEhVwGTycVvJxV8HBSobjcgGKdER5OKni7qOCsVqK43ICrRTqU6IxwUivgolZApZChsNyA/FIDCkr1KNUb4eeqgY+rGoIAmAQBJgEwmQSYBAEAoFTIoZADeoMAndEEvdEEo0mAQi6DXGbOQoWKyhEE8f8mAdBfK6+Uy6FWymAsL8O4Hs0wqmtEnX4/K3rwHJnkCaCvry8UCgUyMjIsjmdkZCAwMLDKawIDA29ZvuLfjIwMBAUFWZRp27atWObmSSYGgwE5OTnVPq9Go4FGo6l0XKVS1emHbasQLzwa1whnL6TA3dsfJXojyg0mCAJQ8aPirFKiebA7XDQKXMopxZmMQpzOKEROsR45xXocTyu85XOcyijCqbWn8dG607gn1As9ov3QvZk/YoPcoFTUi6GhNlXX30OqGuvZNljPd0cQBAgCIL/WZJZdVI5JK4/gapEOZ7OKsTs5F55qBc6oL2DLmWycuHI9mXj0q934V+sgGEzmT2tPJxVW7E2BwSTgSn4ZRn+3XyyrUsjQJzYApzMKcS6rGE4qBdRKOfJL67570mgSkF2sQ3axzuJ4Sm5pre+Vll+GtPyy2xesEzIU6Ux1/n7mz0c9SADVajXi4uKwYcMGPPjggwAAk8mEDRs2YOLEiVVeEx8fjw0bNmDSpEnisYSEBMTHxwMAIiIiEBgYiA0bNogJX0FBAXbv3o1nn31WvEdeXh7279+PuLg4AMDGjRthMpnQqVMn67zYGurbPAA9mnpj9eqLGDTonhq/UYvLDbiQXYwreWW4mFOCc1lFCPbQonmwO4rKjSjXG9Eh3BueziqsOnoFvx1Ixb6LueLXx+tOw0mlwNC4RnhjUHM4qRVWfqVERLZRojPASaWATFZ9P6jJJODPw2mYu/40yvUmvDE4Fj2i/TD116O4WqRDoLsWD7QLxk/7UpBTrMcXW5MBAFqVHP2aByKjoAy7k3Pw+6HKEwkHtw6Cj4saK/elwMdFA61KjnNZxVhz7PqQo1K9EaV6I1w1SjT2csKV/DLkl+qhUsjg7aJG2xBP+LpqkF+qF78UchkaezmjsZcT/Fw1OJdVhAvZxYj0dUXrxh5oG+KJEG9n5JfqkVOsQ06xDvmlerhqlHBWK1BQZm40KNEZoFUp4OeqgatWiVKdESU6A8oNJrhrVXB3MrccOqkVyCwoQ06xDnKZDHK5DHIZzP+XySBAgMEowCgIUCvkUCvlUCvkkMtkMAoCjCYBFd+Ciu+ETCYT/69WyqFSyGAwCSgq1WHLth14oG0QqO5JngACwJQpUzBy5Ei0b98eHTt2xLx581BcXIzRo0cDAJ5++mk0atQIH3zwAQDghRdeQPfu3fHJJ59g8ODB+PHHH7Fv3z589dVXAMxvpkmTJuG9995D06ZNERERgbfeegvBwcFikhkbG4sBAwZg3LhxWLhwIfR6PSZOnIhhw4YhODhYknq4Wy4aJVoEe6BFsMdty47oFIYRncJwObcEm5OysDkpC7vOZ6Oo3IDvd13Cvgu5+Gx4OzQLcLNB5EREdUO4lmRU9GRkFZbj7T+PYfXRdET6ueC5Xk2QVViOw5fzYTQKkMuBJv5uMBhN+OtIGlJyrreIPffDQfH/KoUMi0Z1QPNgdzzXPQLvfL8O2epAtA/3wbAOIfByUUMQBKw9noFjqfnwdFbBYBJwLrMIbUM98UTHUMhkMswY0kJMQneeu4rtZ64iOtAN3Zr6Ia9Uj8IyPWKD3KG6Fn9F1+nd0qoUdTbcp5GnU53c53b0ej1SPYAQr7obY0/X1YsE8PHHH0dWVhamTZuG9PR0tG3bFv/88484iePSpUuQy693S3bp0gXLly/Hm2++iddffx1NmzbF77//jpYtW4plXnnlFRQXF2P8+PHIy8vDvffei3/++Qda7fUfgGXLlmHixIno3bs35HI5hg4dis8++8x2L7weaOzljCc7h+HJzmEwmQRsPZOFl346jFPphRj82TY81TkcL/VvBmd1vXirEJEDMxhNWHX0CvZeyIFcJoNaIUeojzk5+OdYOk5nFCK/VA+9UYBWJYebVoW8Eh30RvPQmfNZxZi84nAVd77eCueuVeLf3aOgN5rw+eZz0BlMCHDX4NUBMWgebB7bp1Ep0DVAwKBB7Sx6aGQyGQa0DMSAllUPI6ooU6FLlC+6RPmKj71cKs/Oq4vkj6gq9ea3+sSJE6vt8t28eXOlY48++igeffTRau8nk8nwzjvv4J133qm2jLe3N5YvX17rWBsquVyGHtH+WP3CfXj916NYfzITi3Yk4/zVIiwe1eGWXSdERLcjCALOXy3G34ev4GpROVo2codWpUDiuWxkF+uglMugVMihlJu7APUGEy5kF+NcVhH8XDWQyWRIzavZmLUyvQllevOyXS0buePNwc2x81w2/jiUijAfF3SJ8oGLWoFygwmHL+dDLgN6Rvujf4tAcfjL+G6R0BsFeDhxvBg1PPUmAaT6w99Ni29GdsCmpEz853/7sTkpC2uOpWNQK47DIKLaySosx5yE01h/MsOiNa62KiYdeDmrMPSexnBWK1CiM+JCdgmKyw3oEe2Hrk184e2ihpNKgaJyAwrK9BAEIDbIHQq5DJ0jfTClb7MaPyd7Pqgh47ubqtUz2h//7h6FzzacwcxVJ9Erxh9aFSeGEJFZUbkBl7JLkFVUjpzicrFbtrDcgAMXc3E2swgnrxSgWGcUr1HIZbivqS+aBbjhcEoeSvVGdI70QZiPM4wmAXqjAKPJBIXcPBkgyMMJTf1dcbWoHDnFOnRt4gsXze1/dVXVnUpE1zEBpFt6tnsUft6XgtS8Unyz7Twm9moqdUhEZEWCICC9oAzJWcU4f9Xc/Xo+qxjlBiOMJgEGk3mSxdXC8hovBdK6sQde6heNKH9X+LlqoFbWfqmpcF+XWl9DRNVjAki35KRW4KX+0Ziy8jBW7EvBhJ5NOBaQyI6V6ow4npaPs5lFyCvVI7dYh9S8UlzJL0NusQ7pBWUouaHF7na8nFUIcNfC+1qLm85gglIhQ5sQT7Rq5IFGnk5o09hTXFOPiOoHJoB0WwNbBuGN344hJacUx9MK0LLR7ZeZISJpCYKAs5lFOJqaj6Op+TiTUYSLOcVIyyuD0XTrcXhKuQwh3s6I8HVBhK8Lmvq7wlWrhFIug0JunqTh7qRElJ8rPJ3Z1Upkj5gA0m05qRXoEe2HNcfSsebYFSaARPWMwWhCmcGEC5mF2Jslw+Zfj2H72WxkFZZXWd7PTYPmQe7wcVXD00mNYE8tgj2d4OOihp+bBiHezuI6dETUMDEBpBoZ0DLQnAAeTcdL/aLZDUwkAUEQUKY34VR6AbaduYodZ6/iTGYRciy291IAMO9EoVXJ0aqReXH45kHuCPNxRrivC/zdNPwZJnJwTACpRnrF+EOtlOP81WKczihCdCB3CCGytrS8Umw4mYFtZ67ibGYRLueWQmc0VVveVaOEn1qP3m0i0DMmAO3DvaBRcuY+EVXGBJBqxE2rQremvlh/MhOrj15hAkhUR3QGE/ZdzMHZzCKk5ponY2QVluNSTkm1ix67aZXoGuWL+5r5ok1jTwR7OsFZrYBcMGLNmjUY1L8ZN7snoltiAkg1NqBlENafzMQ/x9IxuRaLqRKRmckkoFhnQHG5EbvOZyPhZAa2JmWhsNxQZXm5DGgX6oU+sQFo3dgDod7O8HJRw0WtqLILV6+vvnWQiOhGTACpxvrGBkAplyEpoxDnsooQ5ecqdUhE9V5hmR47zmZj06lMJJzMuGm8npmvqwbtQj3R2MsJwR5O8HfXINBdixaNPOBag0WPiYhqi58sVGMezip0aeKLraez8M+xdEzo2UTqkIjqnYvZxdhyOgs7z2bjxJUCXMopqbJcdIAb+jT3R5/YAK6TR0Q2xwSQamVgy0BsPZ2FNceuMAEkukFmYRle//Uo1p/MrHQuwtcF3Zv5oV/zALQL9YJGKWfCR0SSYgJItdKveQDe+O0ojqUW4FJ2CUJ9nKUOiUgyRpOATacysf3sVfxxKBW5JXoo5TK0D/dCt2Z+aBviiZhAd3GXDCKi+oIJINWKj6sGnSJ8kHg+G/8cv4Lx3aKkDonI5gRBQMKJDHy8LgmnM4rE47FB7pj3eFvOkieieo8JINXawFaBSDyfjdVH05kAksM5lpqPt/88jv0XcwEA7lolHmjbCF2ifNA7NgBqJXfQIKL6jwkg1Vr/FoF4+8/jOJSSh7S8UgR7OkkdEpFN/H0kDc//cBAmAXBSKTDm3nCM7xYFDyeuuUdE9oV/qlKtBbhr0S7EEwCw8VTlAe9EDdHxtHy89NNhmARgQItAbHqpB17uH8Pkj4jsEhNAuiO9YwMAMAEkx5BdVI7xS/ejTG9C92Z+WDDiHgR6aKUOi4jojjEBpDvSO9YfALDj7FWU6owSR0NkPXqjCROXH0RqXinCfZzx2bB2UHAJFyKyc0wA6Y5EB7jB302DcoMJx9LypQ6HyGreX30Sieez4aJW4Kun28PDmV2+RGT/mADSHZHJZGjd2BMAcOQyE0BqmA6n5GHxjgsAgLmPt0WzAC7vQkQNAxNAumNtGnsAAI5czpM2ECIrEAQB768+CQB4+J5G6NciUOKIiIjqDhNAumOtr80EZgsgNUSbk7KwOzkHaqUcL/WLljocIqI6xQSQ7ljrRuYWwOSrxSgo00scDVHdEQQBn244AwAYGR/GtS6JqMFhAkh3zMtFjUbXfjGeTCuQOBqiurMnOQeHUvKgUcoxrluk1OEQEdU5JoB0V2KD3AEAx5kAUgPy494UAMBD7RrB343r/RFRw8MEkO5Ki2BzAnjiChNAahjyS/VYffQKAGBYx1CJoyEisg4mgHRXmgezBZAalj8PpaLcYEJ0gJs4052IqKFhAkh3pc21tQBPpRcgp1gnbTBEdWDFPnP37+MdQiCTcccPImqYmADSXQn00CIm0A2CAGw5zX2Byb4dS83HsdQCqBVyPNSukdThEBFZDRNAumu9Ysz7Am88lSVxJER3Z+W11r9+LQLg5aKWOBoiIuthAkh3rXdsAABg86lMlOmNEkdDdGfK9Eb8djAVADCsAyd/EFHDxgSQ7lq7EE8EumtRWG7AtjNXpQ6H6I6sPnoFhWUGNPZyQpcoH6nDISKyKiaAdNfkchkGtQoCAHH5DCJ7IggCvtt5AQAwvGMo5HJO/iCiho0JINWJwa0DAQAJJzLYDUx258ClPBy+nA+1Uo5hHUKkDoeIyOqYAFKdaBfihSAPLYrYDUx26Out5wEAD7QJho+rRuJoiIisjwkg1Qm5XIaBLc3dwKuOpEkcDVHNXbhajLUn0gGA+/4SkcNgAkh1ZnBrcwK4/iRnA5P9+Gb7eQgC0DPaD80C3KQOh4jIJpgAUp1pF+IpdgNvPc01Aan+yy4qx0/7LgNg6x8RORYmgFRnbpwNvIqzgckO/G/XRZQbTGjVyAPxkVz6hYgcBxNAqlMVCeCGk5nQG00SR0NUvTK9EUsTLwIwt/5x318iciRMAKlOtQvxhJezCkXlBhy5nC91OETVWns8HTnFOgR5aDGoZaDU4RAR2RQTQKpTcrkMna91pSWe43IwVH/9uMe87++j7UOgVPCjkIgcCz/1qM5VbKO181y2xJEQVe3C1WIkns+GTAY81r6x1OEQEdkcE0Cqc/HXEsB9F3O5HAzVSyv2mVv/ujX1Q2MvZ4mjISKyPSaAVOei/Fzh56aBzmDCwUt5UodDZEFvNIlLvwzvyG3fiMgxMQGkOieTyW7oBuY4QKpf/j6ShqtF5fB11aB3bIDU4RARSaLKBLC8vNzWcVADU5EALtqejCU7kmHgkjBUD+gMJsxJOA0AGNUlDCpO/iAiByUHgDVr1mDkyJGIjIyESqWCs7Mz3N3d0b17d8ycORNpadzblWpncOtgxAS6oVhnxPS/TuCzjWelDokIP+69hJScUvi5aTDm3gipwyEikoy8WbNmGDNmDJRKJV599VX8+uuvWLt2Lb755ht0794d69evR2RkJP7zn/8gK4vbe1HNuGqU+GNiV7zQuykA4Jf9lyEIgsRRkSMrLjfgsw1nAADP924KZ7VS4oiIiKSjnDt3LgYOHAi5vHJXyGOPPQYASE1Nxfz58/H9999j8uTJto6R7JRGqcB/ukdhwaazSM0rRVp+GRp5OkkdFjmoRduTcbVIhzAfZwzrwMkfROTY5IMHD64y+btRo0aN8OGHH1ol+cvJycGIESPg7u4OT09PjB07FkVFRbe8pqysDBMmTICPjw9cXV0xdOhQZGRkWJS5dOkSBg8eDGdnZ/j7++Pll1+GwWAQz2/evBkymazSV3p6ep2/RkfmpFYgys8VAJCUXiBxNOSocop1+HLreQDAi/2iOfaPiBxetZ+CBoPhtolYXRgxYgSOHz+OhIQE/P3339i6dSvGjx9/y2smT56Mv/76Cz/99BO2bNmCtLQ0PPzww+J5o9GIwYMHQ6fTYefOnfjuu++wZMkSTJs2rdK9kpKScOXKFfHL39+/zl+jo4sOdAMAnEovlDgSclRfbT2PonIDWgS741/X9qsmInJk8r/++gtLliyxODhz5ky4urrC09MT/fr1Q25urlWe/OTJk/jnn3/wzTffoFOnTrj33nsxf/58/Pjjj9VOPMnPz8e3336LOXPmoFevXoiLi8PixYuxc+dO7Nq1CwCwbt06nDhxAt9//z3atm2LgQMH4t1338WCBQug0+ks7ufv74/AwEDx63atoVR7FQlgEhNAkkBusQ7/S7wAAJjcpxnkcpm0ARER1QPKOXPm4JFHHhEP7Ny5E9OmTcM777yD2NhYvPHGG3j33XcxZ86cOn/yxMREeHp6on379uKxPn36QC6XY/fu3XjooYcqXbN//37o9Xr06dNHPBYTE4PQ0FAkJiaic+fOSExMRKtWrRAQcH2Nr/79++PZZ5/F8ePH0a5dO/F427ZtUV5ejpYtW2L69Ono2rVrtfGWl5dbLJFTUGDu0tTr9dDr9XdWCdWouF9d31cKTfzMOy2culJQ715PQ6rn+kzKev5m2zkU64yIDXRDtyZeDfp7zfezbbCebcOa9czvHaA8fvy4RXL3888/o2/fvnjjjTcAAFqtFi+88IJVEsD09PRKXa5KpRLe3t7VjsVLT0+HWq2Gp6enxfGAgADxmvT0dIvkr+J8xTkACAoKwsKFC9G+fXuUl5fjm2++QY8ePbB7927cc889VT73Bx98gBkzZlQ6vm7dOjg7W2c7qYSEBKvc15ZyygFAiTOZhfjz79VQ1sNG1oZQz/bA1vVcagAWHVAAkKGzex7WrFlj0+eXCt/PtsF6tg1r1HNJSUmd39PeKAsLC+Hj4yMe2L59Ox599FHxcYsWLWq9DuDUqVMxa9asW5Y5efJk7SKtY9HR0YiOjhYfd+nSBefOncPcuXPxv//9r8prXnvtNUyZMkV8XFBQgJCQEPTr1w/u7u51Gp9er0dCQgL69u0LlUpVp/e2NUEQMOfEJhSWGRDd/j6xS7g+aEj1XJ9JVc+fbz6PUuNZNPFzwdQRXRp89y/fz7bBerYNa9ZzRQ+eI1M2atQIJ0+eRGhoKIqKinD48GHMnTtXLJCdnV3r1q0XX3wRo0aNumWZyMhIBAYGIjMz0+K4wWBATk4OAgMDq7wuMDAQOp0OeXl5Fq2AGRkZ4jWBgYHYs2ePxXUVs4Sruy8AdOzYEdu3b6/2vEajgUajqXRcpVJZ7UPAmve2pegAN+y7mItz2aVoGeItdTiVNJR6ru9sWc+lOiOWJF4EADzXuyk0GrVNnrc+4PvZNljPtmGNeub3DVA++uijmDRpEl5//XWsXr0agYGB6Ny5s1hg3759Fi1lNeHn5wc/P7/blouPj0deXh7279+PuLg4AMDGjRthMpnQqVOnKq+Ji4uDSqXChg0bMHToUADmmbyXLl1CfHy8eN+ZM2ciMzNT7GJOSEiAu7s7mjdvXm08hw4dQlAQZwhaQ0yQOQE8lV6IB6QOhhzCznNXkVuiR7CHFoM585eIyIJy2rRpSE1NxfPPP4/AwEB8//33UCgUYoEffvgB999/v1WePDY2FgMGDMC4ceOwcOFC6PV6TJw4EcOGDUNwcDAA8yLUvXv3xtKlS9GxY0d4eHhg7NixmDJlCry9veHu7o7nnnsO8fHxYuLar18/NG/eHE899RRmz56N9PR0vPnmm5gwYYLYgjdv3jxERESgRYsWKCsrwzfffIONGzdi3bp1Vnmtji460NxFfuoKm93JNrafvQoA6BHjDyXX/SMisqAUBAFLly6ttsCmTZusGsCyZcswceJE9O7dG3K5HEOHDsVnn30mntfr9UhKSrIYsDl37lyxbHl5Ofr374/PP/9cPK9QKPD333/j2WefRXx8PFxcXDBy5Ei88847YhmdTocXX3wRqampcHZ2RuvWrbF+/Xr07NnTqq/XUUUHmMf9nc2y/tqSRACw41oCeG8TX4kjISKqf5S+vr7o1asXHnjgAQwZMqTS7Flr8/b2xvLly6s9Hx4eXmkPWa1WiwULFmDBggXVXhcWFobVq1dXe/6VV17BK6+8UvuA6Y6EepvHkV7JK4PRJEDRwAfjk7QyC8pwOqMIMhkQH+lz+wuIiByM/NSpU+jfvz9WrFiBsLAwdOrUCTNnzsTRo0eljo0aEH83DVQKGQwmARkFZVKHQw1cRfdvq0Ye8HJxnMkfREQ1JQ8NDcVzzz2H9evXIyMjA5MmTcLRo0dx3333ITIyEpMmTcLGjRthNBqljpXsmFwuQ7CnEwDgcm6pxNFQQ7fldBYAoCu7f4mIqmQxMtrDwwPDhw/Hjz/+iKysLHz55ZcwGo0YPXo0/Pz8sGzZMqnipAagsVdFAsgFOMl6jCZBTAB7xXBvbyKiqiirO6FSqdC3b1/07dsX8+fPx8GDB2EwGGwZGzUwja61AKayBZCs6OClXOSV6OHhpEK7EE+pwyEiqpfEBNBkMkEur7xUgiAISElJsdg/l+hONPYyTwRhFzBZ08ZT5sXluzfz4/IvRETVkBcUFOCxxx6Di4sLAgICMG3aNIvxfpmZmYiIiJAwRGooxC7gPHYBk/VUJIDs/iUiqp7yrbfewuHDh/G///0PeXl5eO+993DgwAH8+uuvUKvNs+duXoaF6E6wC5isLS2vFKfSCyGXmVsAiYioavLff/8dX375JR555BE888wz2LdvH7KysnD//fejvLwcACCTcc02unuNr60FmJpXCpOJf1RQ3duUZG79axfqxeVfiIhuQZ6VlYWwsDDxgK+vL9avX4/CwkIMGjTIYgcOorsR4KaBUi6D3iggs7Bc6nCoAfrnWDoAdv8SEd2OPDQ0FCdPnrQ46ObmhnXr1qG0tBQPPfSQRKFRQ6NUyBHooQUApHIcINWxlftSsO3MVSjkMgxqFSR1OERE9Zq8X79+WLx4caUTrq6uWLt2LbRarQRhUUN1fS1AjgOkurPxVAam/nIEAPDvbpGI8HWROCIiovpNOWPGDKSlpVV50s3NDQkJCThw4ICNw6KGyrwUTA4TQKozBqMJb/1+HCYBeKx9Y7zcP1rqkIiI6j2ll5cXvLy8qi3g5uaG7t272zAkasgaeXI3EKpbm5OykJpXCh8XNWYMaclJa0RENaBcunRpjQo+/fTTVg6FHAG7gKmurdyXAgB4+J5GcFIrJI6GiMg+KEeNGgVXV1colcpq1/uTyWRMAKlOVOwGwrUAqS5kFZaLCz8/1j5E4miIiOyHMjY2FhkZGXjyyScxZswYtG7dWuqYqAG7vhuIeS1AuZzddXTnfjt4GQaTgHahnmga4CZ1OEREdkN+/PhxrFq1CqWlpejWrRvat2+PL774AgUFBVLHRg1QoIcWchmgM5hwtZhrAdLd+fVAKgC2/hER1ZYcADp16oQvv/wSV65cwfPPP4+VK1ciKCgII0aMEHcDIaoLKoUcQR4cB0h3L6OgDKfSCyGTAQNaBEodDhGRXZHf+MDJyQlPP/00ZsyYgY4dO+LHH3/kTiBU567PBGYCSHdu6+ksAEDrRh7c9o2IqJbEBDA1NRXvv/8+mjZtimHDhqFDhw44fvz4LZeIIboTFeMAORGE7sa2M1cBAN2a+UkcCRGR/VGuXLkSixcvxpYtW9C/f3988sknGDx4MBQKLqdA1nF9KRi2LtOdMZkEbD/LBJCI6E4phw0bhtDQUEyePBkBAQG4cOECFixYUKng888/L0F41BA14lqAdJeOpeUjp1gHV40SbUM8pQ6HiMjuKENDQyGTybB8+fJqC8lkMiaAVGfEtQDzmADSnano/u0S5QOVQn6b0kREdDPlhQsXpI6BHMyNXcCCIHDrLqq1LdcmgNzH7l8iojsiB4D8/HyUlZUBAHQ6HfLy8qSMiRq4IA8nyGRAmd6E7GKd1OGQnSks0+PAxVwAQPemTACJiO6EHACWLVuG9957DwDw/vvv44cffpA0KGrY1Eo5Aty0ADgTmGpv1/kcGEwCwn2cEerjLHU4RER2SQ4A//d//4f9+/dj7dq12L17N5599lmp46IGrjEngtAdqlj/7z62/hER3THl6NGjIZPJYDAYcP/996NHjx4YM2YMAGDRokUSh0cNVWMvJ+y7mMulYKjWtp0xJ4Bc/oWI6M4pp0+fDgBYuHAh9Ho92rdvj3//+9/SRkUNXsVSMJwJTLVxKbsEF7JLoJTL0DnSW+pwiIjsljwsLAxGoxE7duzA+vXrsWPHDphMJoSFhUkdGzVgFUvBsAuYaqNi8ed7wrzgplVJHA0Rkf2SA8CuXbswa9YsKJVKfPTRR0hMTJQ6LmrguBsI3YlT6QUAgHahntIGQkRk55QA8MQTT4gHOnbsiI4dO0oWEDmGRp7XJ4FwLUCqqbOZRQCApv5uEkdCRGTflBX/+eyzz6osIJPJoNVq0aRJE3Tr1o17BFOdCL6WAJbojMgr0cPLRS1xRGQPzlxLAJv4u0ocCRGRfRMTwLlz5yIrKwslJSXw8vICAOTm5sLZ2Rmurq7IzMxEZGQkNm3ahJCQEMkCpoZBq1LA302DzMJyXM4tZQJIt5VfokdWYTkAJoBERHdL3ETz/fffR4cOHXDmzBlkZ2cjOzsbp0+fRqdOnfDpp5/i0qVLCAwMxOTJk6WMlxqQipnAKRwHSDVwNqsQABDkoYWrRnmb0kREdCvip+ibb76JX375BVFRUeLJJk2a4OOPP8bQoUNx/vx5zJ49G0OHDpUkUGp4wrydcfBSHi5kF0sdCtmBs+z+JSKqM2IL4JUrV2AwGCoVMBgMSE9PBwAEBwejsLDQdtFRgxbpZ/5FnpzFBJBu70wGE0AioroiJoA9e/bEv//9bxw8eFA8efDgQTz77LPo1asXAODo0aOIiIiwfZTUIEX4ugAAzl9lAki3dzaLM4CJiOqKmAB+++238Pb2RlxcHDQaDTQaDdq3bw9vb2988803AABXV1d88sknkgVLDUuk37UE8NovdqJbYRcwEVHdEccABgYGIiEhAUlJSUhKSgIAREdHIzo6Wuwa7tmzpzRRUoNU0QKYW6JHbrGOM4GpWiU6g7hrDBNAIqK7J1+5cqXFgejoaAwZMgRDhgwRk7/HHntMovCoIXNWKxHkoQUAnL/KVkCq3rlM8zABHxc1vPmHAhHRXZM//fTTSEhIqPKk0WjEY489xq3hyGqaB7kDAA6l5EscCdVnx9LM74/oQI7/IyKqC/JZs2bh4Ycfxu7duy1OmEwmPPbYY9ixYwfWr18vUXjU0MWFmxcd338xR+JIqD47nJIHAGgb4ilpHEREDYXyhRdeQE5ODgYNGoStW7eiRYsWMBqNePzxx7Ft2zZs3LgRLVq0kDpOaqDiQs0J4L4LudwTmKq1O9n8B0K7a+8XIiK6O3IAmDFjBp544gn069cPp0+fxvDhw7FlyxasX78eLVu2lDpGasDahHhCpZAhs7AcKTmlUodD9dDl3BIkXy2GQi5Dp0hvqcMhImoQxFnA8+fPR25uLtq0aQNXV1ds2LABrVu3ljI2cgBalQKtG3ti/8Vc7E7ORqiPs9QhUT2z82w2AHP3r7tWJXE0REQNg3LKlCniAy8vLwiCgLZt22LJkiUWBefMmWPj0MhRdIrwxv6Ludh1PgePtg+ROhyqZ7acyQIAdG3iK3EkREQNh/LGnT8AID4+HgaDwWJHEI7LImvqHOmDzzefw67z2VKHQvWM3mjC1tPmBLBHtJ/E0RARNRzKTZs2SR0DObi4MC8o5TKk5pUiJacEId7sBiazAxdzUVhmgJezCm0ae0odDhFRgyG/fREi63LRKNG6sQeA67M9iQBg1dErAIDuzfygkLMngoiorshLSkpqVHD37t1YtWqVlcMhR9Up0gcA2A1MovxSPX7efxkAODaUiKiOycPCwvB///d/WLNmDbKyssQTBoMBR44cweeff44uXbrg8ccfh5sbV+En6+jMBJBu8tO+FJTojIgOcEOXKB+pwyEialDk69evh16vxxNPPIHAwECo1Wq4ublBo9GgXbt2WLRoEZ5++mmcOnUK3bp1q/MAcnJyMGLECLi7u8PT0xNjx45FUdGt94UtKyvDhAkT4OPjA1dXVwwdOhQZGRkWZZ5//nnExcVBo9Ggbdu2Vd7nyJEjuO+++6DVahESEoLZs2fX1cuiWmof5gWFXIbLuaW4nFuzVmlquIwmAUt2XgAAjOoazoloRER1TNmmTRt8/fXX+PLLL3HkyBFcvHgRpaWl8PX1Rdu2beHra92lF0aMGIErV64gISEBer0eo0ePxvjx47F8+fJqr5k8eTJWrVqFn376CR4eHpg4cSIefvhh7Nixw6LcmDFjsHv3bhw5cqTSPQoKCtCvXz/06dMHCxcuxNGjRzFmzBh4enpi/Pjxdf466dYqxgEevJSH3edz0DiOE0EcWcKJDFzOLYWXswoPtWskdThERA2OuBC0XC5H27Ztq20ts4aTJ0/in3/+wd69e9G+fXsA5gWpBw0ahI8//hjBwcGVrsnPz8e3336L5cuXo1evXgCAxYsXIzY2Frt27ULnzp0BAJ999hkAICsrq8oEcNmyZdDpdFi0aBHUajVatGiBQ4cOYc6cOUwAJdIpwgcHL+Vh1/lsDI1rLHU4JKFFO5IBAMM7hkKrUkgcDRFRwyPpLODExER4enqKyR8A9OnTB3K5HLt3767ymv3790Ov16NPnz7isZiYGISGhiIxMbFWz92tWzeo1WrxWP/+/ZGUlITc3Nw7eDV0tzpf2+ZrzwXOBHZkx9PysSc5B0q5DE/Fh0kdDhFRg6S8fRHrSU9Ph7+/v8UxpVIJb29vpKenV3uNWq2Gp6enxfGAgIBqr6nuPhEREZXuUXHOy6vypvPl5eUoLy8XHxcUFAAA9Ho99Hp9jZ+7JiruV9f3rc9aBLoCAC5mlyCnsARuNtj2yxHrWQq1qedvt50HAPRvEQBfZyW/N7XA97NtsJ5tw5r1zO+dlRLAqVOnYtasWbcsc/LkSWs8tVV98MEHmDFjRqXj69atg7OzdcasJSQkWOW+9ZWXWoFcnQyLf0tAEw/bPa+j1bNUblXP5UYgIVWODWkyADI0Ey5j9erLtguuAeH72TZYz7ZhjXqu6RJ4DZlVEsAXX3wRo0aNumWZyMhIBAYGIjMz0+K4wWBATk4OAgMDq7wuMDAQOp0OeXl5Fq2AGRkZ1V5T3X1unjlc8bi6+7z22mu4ce/kgoIChISEoF+/fnB3d6/xc9eEXq9HQkIC+vbtC5XK+i1h9cVfuQex/lQW3MJaYFAX63f/OWo929rt6lkQBDzx7V7sS80DAAxpHYT/e7SVjaO0f3w/2wbr2TasWc8VPXiOTEwAx4wZg08//bTSWn/FxcV47rnnsGjRohrf1M/PD35+t9+3Mz4+Hnl5edi/fz/i4uIAABs3boTJZEKnTp2qvCYuLg4qlQobNmzA0KFDAQBJSUm4dOkS4uPjaxxjfHw83njjDej1evGNlZCQgOjo6Cq7fwFAo9FAo9FUOq5Sqaz2IWDNe9dHLRt7Yv2pLJzKKLLp63a0epZKdfV8NrMQ+y7mQa2Q479PtEPf5gFc+uUu8P1sG6xn27BGPfP7dsMkkO+++w6lpaWVCpSWlmLp0qVWefLY2FgMGDAA48aNw549e7Bjxw5MnDgRw4YNE2cAp6amIiYmBnv27AEAeHh4YOzYsZgyZQo2bdqE/fv3Y/To0YiPjxdnAAPA2bNncejQIaSnp6O0tBSHDh3CoUOHoNPpAABPPPEE1Go1xo4di+PHj2PFihX49NNPLVr4yPZaBJv7fU9eKZQ4ErKlzUnmReg7RXqjX4tAJn9ERFamLCgogCAIEAQBhYWF0Gq14kmj0YjVq1dXmqhRl5YtW4aJEyeid+/ekMvlGDp0qLiEC2BuAk5KSrLor587d65Ytry8HP3798fnn39ucd9nnnkGW7ZsER+3a9cOAJCcnIzw8HB4eHhg3bp1mDBhAuLi4uDr64tp06ZxCRiJNQswTwQ5n1UEo0ng/q8OYu+1md9doqy77igREZkpPT09IZPJIJPJ0KxZs0oFZDJZlRMf6oq3t/ctF30ODw+HIAgWx7RaLRYsWIAFCxZUe93mzZtv+9ytW7fGtm3bahwrWV9jL2dolHKUG0xIySlBuK+L1CGRlQmCgL0XzEsvdYyoevgFERHVLeWmTZsgCAJ69eqFX375Bd7e3uJJtVqNsLCwKhdkJrIGhVyGKD9XnLhSgDOZRUwAHcC5rCLkFOugUcrRqpGn1OEQETkEZffu3QGYu0ZDQkIgl0u6NjQRmgZUJICF6Ns8QOpwyMr2JJtb/9qFekKt5OcPEZEtiLOAw8LCkJeXh2+//VZco69FixYYM2YMPDxsuCAbObxmAeaZ6GcziiSOhGyhYvxfx3Dv25QkIqK6Iv65vW/fPkRFRWHu3LnIyclBTk4O5syZg6ioKBw4cEDKGMnBNPE3TwQ5k8kE0BHsSTYngB0imAASEdmK2AI4efJkDBkyBF9//TWUSvNhg8GAZ555BpMmTcLWrVslC5IcS9NrCeDZzCKYTALknAncYKXmlSI1rxQKuQz3hHICCBGRrVi0AL766qti8geY9+V95ZVXsG/fPkmCI8cU6u0MtUKOUr0RqXmV16akhmPvtda/lsHucNFIujU5EZFDERNAd3d3XLp0qVKBlJSUSruDEFmTUiFHpJ959u+ZTC4I3ZDtruj+5fg/IiKbEhPAxx9/HGPHjsWKFSuQkpKClJQU/Pjjj3jmmWcwfPhwKWMkBySOA+REkAZNnADC8X9ERDYl9rl8/PHHkMlkePrpp2EwGACY98p79tln8eGHH0oWIDmmpv5uAK5wIkgDll1UjrPXvr/t2QJIRGRTYgKoVqvx6aef4oMPPsC5c+cAAFFRUXB2dpYsOHJcFV3AF64WSxwJWUtF9290gBu8XdQSR0NE5FgsRl0LgoCSkhIEBwfDx8dHqpiIEHFtB5DzTAAbrMRz2QCA+Ch+1hAR2ZocANLT0/H000/Dy8sLAQEB8Pf3h5eXF8aMGYOMjAypYyQHVJEA5hTrkFeikzgasobE8+YEsHMkE0AiIltTFhQUoEuXLigqKsLo0aMRExMDQRBw4sQJ/PDDD9i+fTsOHDgAV1dXqWMlB+KiUSLQXYv0gjIkXy1Gu1B2ETYk57OKcDazCAq5DJ0jOf6PiMjWlJ9++ikUCgWOHz8OPz8/i5Nvvvkmunbtis8++wyvv/66RCGSo4rwdUF6QRnOZxWjHRcJblB+P5QGALivqS88nZncExHZmnzVqlV4/fXXKyV/AODv74/XXnsNf/31lwShkaOLuDYRJJnjABsUk0nA7wdTAQAPtm0kcTRERI5Jfvr0aXTp0qXaAl26dEFSUpINQyIyi/RlAtgQ7bmQg0s5JXDVKNGvRYDU4RAROSR5QUEBPD09qy3g6emJgoIC20VEdE3FUjDnsrgWYEMhCAKWJl4AANzfJgjOam7/RkQkBbkgCJDL5dUWkMlkEATBhiERmUX4miceXcguhsnE92BD8L/dKVh9NB0yGfBExzCpwyEiclhKQRDQrFkzyGSyKgsw+SOpNPZyglIuQ5nehPSCMgR7OkkdEt2FM/kyfL7rFADgtYExaNXYQ+KIiIgcl3Lx4sVSx0BUJZVCjlAfZ5zPKkby1WImgHZuyxUZTALwYNtgjLsvUupwiIgcmnLkyJFSx0BUrUhfF5zPKsb5rCJ0beIrdTh0h4wmAWcLzL0Mo7pGVNvjQEREtlH94D+ieoBbwjUMp9ILUWqUwUWjQMtgd6nDISJyeEwAqV6L9DNPBOFSMPZtV3IOAKBDmBeUCn7sEBFJjZ/EVK+JLYBZTADt2a7z5gSQ274REdUPTACpXqtYDPpybgnKDUaJo6E7YTIJ2HcxDwDQOYIJIBFRfcAEkOo1PzcNXNQKmAQgJadE6nDoDpy/WoSicgNUcgHRAa5Sh0NERACUU6ZMqVHBOXPmWDkUospkMhki/VxxNDUf57KK0cTfTeqQqJaOXM4HADR2Acf/ERHVE8qDBw/ethCXbCApRfi64GhqPieC2KmKBDDUlYvKExHVF8pNmzZJHQPRLVVMBEnmRBC7dPhyHgAg1IUJIBFRfcH+GKr3Iv0q1gIskjgSqi290YQTaQUA2AJIRFSfMAGkei/Sl2sB2qvTGYUoN5jgplXCVyt1NEREVIEJINV74b7OAICrRTrkl+oljoZqo2L8X6tgd8g5lJiIqN5gAkj1nptWBX83DQDgbCa7ge3JkWvj/1o24vZvRET1CRNAsgvNr+0feyItX+JIqDYOp1xrAWzkIXEkRER0I+XNB0pKSnDp0iXodDqL461bt7ZZUEQ3axnsgc1JWTiaygTQXpTpjTidUQgAaN3IHYcuShwQERGJxAQwKysLo0ePxpo1a6osaDRyGy6STstrLUjHUgskjoRqKim9EAaTAB8XNYI8tDgkdUBERCQSu4AnTZqEvLw87N69G05OTvjnn3/w3XffoWnTpvjzzz+ljJFIHEN2OqMQZXr+MWIPLmSbZ21H+btyMXkionpGbAHcuHEj/vjjD7Rv3x5yuRxhYWHo27cv3N3d8cEHH2Dw4MFSxkkOrpGnE7ycVcgt0eN0RiFaN/aUOiS6jQtXzXs3h/s4SxwJERHdTGwBLC4uhr+/PwDAy8sLWVlZAIBWrVrhwIED0kRHdI1MJmM3sJ25mGNuAQzzcZE4EiIiupmYAEZHRyMpKQkA0KZNG3z55ZdITU3FwoULERQUJFmARBVaBJsTQE4EsQ8Xs80tgGFsASQiqnfELuAXXngBV65cAQC8/fbbGDBgAJYtWwa1Wo0lS5ZIFR+RqGIpkeNcCsYuXLw2BjCcLYBERPWOmAA++eST4sG4uDhcvHgRp06dQmhoKHx9fSUJjuhGFRNBTl0phM5gglrJZSzrq6JyA64WmZeSCmULIBFRvVPtb1BnZ2fcc889TP6o3gj1doabVgmd0YQzmYVSh0O3UNH65+2ihrtWJXE0RER0M2VxcTFcXFwwZcqUWxacM2eOjUIiqppMJkPLYA8kns/GsdR8cUwg1T8c/0dEVL8p9Xo9AODgwYMSh0J0ey0buSPxfDZOpHEmcH1WsQZgmDcTQCKi+kjp6ekJANi0aZO0kRDVQMWewMeZANZrF6+tARjKCSBERPWSOAZwzJgxKCysPK6quLgYY8aMsWlQRNWp6PY9eaUAJpMgcTRUnYoWwAhftgASEdVHYgL43XffobS0tFKB0tJSLF261KZBEVUn0tcFGqUcxTojLuaUSB0OVaNiDCCXgCEiqp+UBQUFEAQBgiCgsLAQWq1WPGk0GrF69WpxhxAiqSkVcsQEuuHw5XycSCtAhC8TjPqmVGdEekEZACaARET1ldLT0xMymQwymQzNmjWrVEAmk2HGjBkShEZUtebB7jh8OR/H0/IxuDV3qalvKraAc9cq4enMJWCIiOoj5aZNmyAIAnr16oVffvkF3t7e4km1Wo2wsDAEBwdLGCKRpebBHgBSOBGknrpwbQJIuK8LZDKZxNEQEVFVlN27d4fBYMDIkSPRvn17hISESB0T0S21aWyeCHLgYi4MRhOUCu4IUp8kX722BAy7f4mI6i05ACiVSvz8888wGo02DyAnJwcjRoyAu7s7PD09MXbsWBQVFd3ymrKyMkyYMAE+Pj5wdXXF0KFDkZGRYVHm+eefR1xcHDQaDdq2bVvpHhcuXBC7vm/82rVrV12+PLKCFsEe8HBSobDcgMOXuS9wfXPiirllNibQTeJIiIioOmLTSa9evbBlyxabBzBixAgcP34cCQkJ+Pvvv7F161aMHz/+ltdMnjwZf/31F3766Sds2bIFaWlpePjhhyuVGzNmDB5//PFb3mv9+vW4cuWK+BUXF3dXr4esTyGXoWsTHwDA9jNXJY6GbnY8zZyUt7i2ZiMREdU/yor/DBw4EFOnTsXRo0cRFxcHFxfL7pshQ4bU+ZOfPHkS//zzD/bu3Yv27dsDAObPn49Bgwbh448/rnLsYX5+Pr799lssX74cvXr1AgAsXrwYsbGx2LVrFzp37gwA+OyzzwAAWVlZOHLkSLUx+Pj4IDAwsK5fGlnZvU38sPpoOrafzcILfZpKHQ5dU1xuELuAuVUfEVH9JSaA//d//weg6j1/ZTKZVbqHExMT4enpKSZ/ANCnTx/I5XLs3r0bDz30UKVr9u/fD71ejz59+ojHYmJiEBoaisTERDEBrKkhQ4agrKwMzZo1wyuvvGKVRJfq3r1NfAEABy/loajcAFeN8jZXkC2cSi+AIAD+bhr4uWmkDoeIiKoh/tY0mUw2f/L09PRKawwqlUp4e3sjPT292mvUajUqtrCrEBAQUO01VXF1dcUnn3yCrl27Qi6X45dffsGDDz6I33//vdoksLy8HOXl5eLjggLzWCe9Xo+KPZXrSsX96vq+DUWQuwohXk5IyS3F9tMZ6B1zZ2tVsp7r1pGUXABAbJCbRZ2ynm2D9WwbrGfbsGY983t3QwJ4o7KyMosFoWtr6tSpmDVr1i3LnDx58o7vXxd8fX0xZcoU8XGHDh2QlpaGjz76qNoE8IMPPqhyTcR169bB2dk6W14lJCRY5b4NQYhajhTIsXzDAZSfv7s/YFjPdeOfs3IAcmiKM7F69epK51nPtsF6tg3Ws21Yo55LSriTlJgAGo1GvP/++1i4cCEyMjJw+vRpREZG4q233kJ4eDjGjh1b45u++OKLGDVq1C3LREZGIjAwEJmZmRbHDQYDcnJyqh2XFxgYCJ1Oh7y8PItWwIyMjLsey9epU6dbvtFee+01i6SxoKAAISEh6NevH9zd63bAu16vR0JCAvr27QuViovpVkV+PAM7fzyMywY3DBrU9Y7uwXquW19/sQtAAYbc1w79WwSIx1nPtsF6tg3Ws21Ys54revAcmZgAzpw5E9999x1mz56NcePGiQVatmyJefPm1SoB9PPzg5+f323LxcfHIy8vD/v37xdn327cuBEmkwmdOnWq8pq4uDioVCps2LABQ4cOBQAkJSXh0qVLiI+Pr3GMVTl06BCCgqrfWUKj0UCjqTyuSaVSWe1DwJr3tnfdmgVALgPOXy1GeqEeId533grLeq4bKbnm/cSbBnpUWZ+sZ9tgPdsG69k2rFHP/L7dsAzM0qVL8dVXX2HEiBFQKBRigTZt2uDUqVNWefLY2FgMGDAA48aNw549e7Bjxw5MnDgRw4YNE2cAp6amIiYmBnv27AEAeHh4YOzYsZgyZQo2bdqE/fv3Y/To0YiPj7eYAHL27FkcOnQI6enpKC0txaFDh3Do0CHodDoAwHfffYcffvgBp06dwqlTp/D+++9j0aJFeO6556zyWqnueTir0CnCvBzMmmNXJI6GisoNyC81j6tp5OUkcTRERHQrYgtgamoqmjRpUqmAyWSy6mDJZcuWYeLEiejduzfkcjmGDh0qLuECmJuAk5KSLPrr586dK5YtLy9H//798fnnn1vc95lnnrFY17Bdu3YAgOTkZISHhwMA3n33XVy8eBFKpRIxMTFYsWIFHnnkEau9Vqp7A1sFIvF8NtYcS8f4blFSh+PQUq+1/nk4qTgrm4ionhM/pZs3b45t27YhLCzMosDPP/8sJk/W4O3tjeXLl1d7Pjw8HIIgWBzTarVYsGABFixYUO11mzdvvuXzjhw5EiNHjqxVrFT/9G8RiLf/PI6Dl/JwJb8UQR5seZJKekEZACDI484nkBERkW2ICeC0adMwcuRIpKamwmQy4ddff0VSUhKWLl2Kv//+W8oYiaoV4K5F+zAv7L2Qi3+OpWN01wipQ3JYhWXmngJ3J46tISKq78QxgA888AD++usvrF+/Hi4uLpg2bRpOnjyJv/76C3379pUyRqJbGtDSPHFnzdGarwNJda+43AAAcGP3LxFRvWfxSX3fffdxXSOyO4NaBeK9VSew50IOLmWXINTHOmsy0q0VlpkTQFctE0AiovpOfvMBnU6Hy5cv49KlSxZfRPVVkIeTuDXcLwcuSxyN4yq61gLowhZAIqJ6T0wAz5w5g/vuuw9OTk4ICwtDREQEIiIiEB4ejogIjqui+u2RuMYAzAmgySTcpjRZQ1EZu4CJiOyF+Ek9atQoKJVK/P333wgKCoJMJpMyLqJa6dc8EG4aJS7nlmJXcja6RPlKHZLDKdZd6wJmAkhEVO+Jn9SHDh3C/v37ERMTI2U8RHfESa3Av9oE44c9l7BybwoTQAlwDCARkf0Qu4CbN2+Oq1evShkL0V0Z1iEEALDq6BVkXluTjmyHYwCJiOyHmADOmjULr7zyCjZv3ozs7GwUFBRYfBHVd21CPBEX5gW9UcD3uy5KHY7D4RhAIiL7IX5S9+nTBwDQu3dviwKCIEAmk8FoNNo2MqI7MKZrBPZfzMWy3Zfwfz2bQKtS3P4iqhMVLYDsAiYiqv/ET+pNmzZJGQdRnejfIgDBHlqk5Zfh7yNXxNnBZH1iAsgWQCKiek/8pO7evbuUcRDVCaVCjic6heLjdafx28HLTABtqCIBdGMLIBFRvac8cuRIjQq2bt3ayqEQ1Y0H2jbCx+tOY+e5bGQWlMHfXSt1SA2eIAjiVnCcBEJEVP8p27ZtC5lMBkGofvFcjgEkexLi7Yx7Qj1x4FIe/jpyBWPv5ULm1lZuMEFvNH+GsAuYiKj+UyYnJ0sdA1Gde6BtIxy4lIdVR9KYANpARfcvALiomQASEdV3yrCwMKljIKpzvWL88fafx3Hkcj7K9EZoVQoknMhAI08nNA92lzq8BqdiCRhXjRJyOXcRIiKq7/inOjVIjb2c4OuqwdWichxPK4CLRoFxS/cBAE69O4DLw9Sx64tAs16JiOyB/PZFiOyPTCZDi2stfWcyCnE4JU88t+bYFYmiargKyvQAADetSuJIiIioJpgAUoMV6ecCADiXVYQzGUXi8R92p0gVUoMl7gLCJWCIiOwCP62pwYrycwUAnM8qhs5oEo/vuZCDC1eLEe7rIlVoDU6hmACyBZCIyB6ILYC9evVCXl5epQIFBQXo1auXLWMiqhM3tgCeSi8EAHg4mROUXw5cliyuhqiwoguYS8AQEdkFMQHcvHkzdDpdpQJlZWXYtm2bTYMiqgtNrrUAXsguQVZhOQDgpf7RAIDtZ69KFldDxF1AiIjsi8VOICdOnEB6err42Gg04p9//kGjRo2kiI3orvi5aeCmUaLwWnIS6u2M+EhvAEBSeiFMpuoXP6faKeQYQCIiuyLuBCKTyars6nVycsL8+fMlCI3o7shkMkT6ueDw5XwAQHSgG8J9XKBRylGiM+JiTgkae6gljrJhKBDXAeQYQCIie6BMTk6GIAiIjIzEnj174OfnJ55Uq9Xw9/eHQsG1vcg+Rfm5iglgTKAblAo5ogPdcORyPk5eKUBjD1+JI2wY2AVMRGRfxJ1ATCbTbYoS2Z8of1fx/9GBbgCA5kHuOHI5HyfSCtA3hglgXRAngTABJCKyCxaf1mfOnMGmTZuQmZlZKSGcNm2aTQMjqgs9ov3w0dokAOYWQACIDTIvEH3ySoFkcTU0HANIRGRfxE/rr7/+Gs8++yx8fX0RGBgImez6fp4ymYwJINmlFsEeGN8tEsXlBnFdQCaAd27r6Syk55fhsQ4hFseLuA4gEZFdERPA9957DzNnzsSrr74qZTxEde71QbEWj2OCzC2BafllyCvRSxGSXRIEAU8v2gMAaB/uhUi/693r7AImIrIv4jqAubm5ePTRR6WMhcgm3LUqhHg7AYC4QDTdXlZRufj/4nKjxblCcRYwE0AiInsgJoCPPvoo1q1bJ2UsRDYTG3itG5gJYI2l5JSI/zfcMEbYZBJQpGMXMBGRPRH/XG/SpAneeust7Nq1C61atYJKZflB/vzzz9s8OCJriQ1yx7oTGTiZXogArdTR2IeL2dcTwFLd9RbAYp0BwrU1tdkFTERkH8RP66+++gqurq7YsmULtmzZYlFIJpMxAaQGpXmwuQXw1JVC9IiQOBg7cemGFsBS/fUEsKL7V6WQQaOUV7qOiIjqHzEBTE5OljIOIptqfm0m8NmsIhjCJA7GTlSXAF5fBFplsXoAERHVX/xznRxSYy8nuGmU0BsFZJRKHY19uFRNFzBnABMR2R+LT+zLly/jzz//xKVLl6DT6SwKzpkzx6aBEVmTTCZDbJA79lzIQVoJW61q4sYWwLIbWgALOAOYiMjuiJ/YGzZswJAhQxAZGYlTp06hZcuWuHDhAgRBwD333CNljERWERvkhj0XcpBazATwdkp1RmQWXl8GxqILmLuAEBHZHbEL+LXXXsNLL72Eo0ePQqvV4pdffkFKSgq6d+/O9QGpQarYESS15DYFCSm5lpVUqru+DEwhdwEhIrI7YgJ48uRJPP300wAApVKJ0tJSuLq64p133sGsWbMkC5DIWipmAl8ulkGoWMeEqnTharHFY8tZwNfGALILmIjIbogJoIuLizjuLygoCOfOnRMLXb161faREVlZdKAbVAoZSgwypOaVSR1OvXYms8jicem1hZ+BG2cBMwEkIrIXYgLYuXNnbN++HQAwaNAgvPjii5g5cybGjBmDzp07SxYgkbVolAo0CzDvZ3vgUp60wdRzSdd2THFRKwAAOiO7gImI7JmYAM6ZMwedOnUCAMyYMQO9e/fGihUrEB4ejm+//VayAImsqWuUDwBg3YkMiSOpvwRBwP6LuQCA1o09AQA6w/Uu84JrXcCubAEkIrIb4id2ZGSkeNDFxQULFy6UJCAiWxrUMhBfbbuAtScyseV0Fro385M6pHrnXFYRUvNKoVbKcW9TXySez4b+hhZAzgImIrI/XAiaHFqLYHd0CzQnM6/+fAQlN4xtI7PNSVkAgE4R3nC/luQZTOwCJiKyZ0pvb+8aFczJybFyKETSuD/UhPPlLricW4oVe1Mwuis3B77RltPmBLB7Mz8oFea/GW/sAi4s5yxgIiJ7o5w7d67UMRBJSq0ARsaHYubqJPxzLJ0J4A1KdUbsTjb/8dcj2g+HUvIBgF3ARER2Tjly5EipYyCSXM9oP8xcnYT9F3NRWKZnd+Y1u85nQ2cwoZGnE6L8XHE8rQCAZQLILmAiIvujLCgoqFFBd3d3K4dCJJ0wb2dE+Log+WoxdpzNxoCWgVKHVC/sOp8NAOjWzA8ymQzqa13ABuMNXcAVewGzBZCIyG4ovby8bllAEATIZDIYjcZbliOyd92b+SH5ajG2nM5kAnjN5bxSAEATf/N6ieIYwGstgOUGo/h/dgETEdkP5caNG6WOgahe6BHthyU7L2BzUpb4h4+jy8g375AS6K4FAKgU5jqp6AKuaP0DAFc1E0AiInuh7N69u9QxENULnSN9oFHKcSW/DGcyi9AswE3qkCSXXnAtAfTQAIDYBXxzAuiqUUIuZ8JMRGQvLNYB3LZtG5588kl06dIFqampAID//e9/4hZxRA2ZVqVA50jzziCbkzIljkZ6giAgs6AcABBQ0QKotBwDyBnARET2SUwAf/nlF/Tv3x9OTk44cOAAysvNH/z5+fl4//33rRZATk4ORowYAXd3d3h6emLs2LEoKiq65TVlZWWYMGECfHx84OrqiqFDhyIj4/pWXocPH8bw4cMREhICJycnxMbG4tNPP610n82bN+Oee+6BRqNBkyZNsGTJkrp+eWRnekSbdwKpWPzYkeUU68Txff5u5gRQea2VTye2AF5bA5AJIBGRXRETwPfeew8LFy7E119/DZXq+nIOXbt2xYEDB6wWwIgRI3D8+HEkJCTg77//xtatWzF+/PhbXjN58mT89ddf+Omnn7BlyxakpaXh4YcfFs/v378f/v7++P7773H8+HG88cYbeO211/Df//5XLJOcnIzBgwejZ8+eOHToECZNmoRnnnkGa9eutdprpfqvR7Q/AGDvhRwUlzv2riAV3b++rmqor7X8qW7qAi64oQuYiIjsh/ipnZSUhG7dulUq4OHhgby8PKs8+cmTJ/HPP/9g7969aN++PQBg/vz5GDRoED7++GMEBwdXuiY/Px/ffvstli9fjl69egEAFi9ejNjYWOzatQudO3fGmDFjLK6JjIxEYmIifv31V0ycOBEAsHDhQkREROCTTz4BAMTGxmL79u2YO3cu+vfvb5XXS/VfhK8LwnyccTG7BDvPZaNv8wCpQ5JM+rUJIBXdvwDERFBf0QVczjUAiYjskdgCGBgYiLNnz1YqsH37dkRGRlrlyRMTE+Hp6SkmfwDQp08fyOVy7N69u8pr9u/fD71ejz59+ojHYmJiEBoaisTExGqfKz8/Hzdue5eYmGhxDwDo37//Le9BjqF7s4puYMceByhOALkhAby5BZBdwERE9kn81B43bhxeeOEFLFq0CDKZDGlpaUhMTMRLL72Et956yypPnp6eDn9/f8uAlEp4e3sjPT292mvUajU8PT0tjgcEBFR7zc6dO7FixQqsWrXK4j4BAZatOwEBASgoKEBpaSmcnJwq3ae8vFwcGwkAFYto6/V66PX66l/oHai4X13flyxVVc/3RnljaeJFbEnKhE6nc9jlYNJySwAAfm7q6/VjMq8HqjeaoNfrkVds/nlwUctv+V7l+9k2WM+2wXq2DWvWM793NySAU6dOhclkQu/evVFSUoJu3bpBo9HgpZdewnPPPVerm06dOhWzZs26ZZmTJ0/eWcS1dOzYMTzwwAN4++230a9fv7u61wcffIAZM2ZUOr5u3To4Ozvf1b2rk5CQYJX7kqUb61lnBJQyBS7nleHbn9cg2EXCwCS076wcgBwF6RexevUFAEC+DgCU0OmNWL16NY5eMJfJSk3B6tUXb3tPvp9tg/VsG6xn27BGPZeUlNT5Pe2NmADKZDK88cYbePnll3H27FkUFRWhefPmcHV1rfVNX3zxRYwaNeqWZSIjIxEYGIjMTMtuNoPBgJycHAQGVr0TQ2BgIHQ6HfLy8ixaATMyMipdc+LECfTu3Rvjx4/Hm2++Wek+N84crriHu7t7la1/APDaa69hypQp4uOCggKEhISgX79+db5Vnl6vR0JCAvr27WsxKYfqVnX1vK7wEBJOZuKqWxSeGRAtYYTS+fm7/UBWNu6Na41BcY0AmGcGT9u/GSbIMGDAQOz86wRwJRWtmzfDoB7VDxXh+9k2WM+2wXq2DWvWc023wW3IKg3cUavVcHNzg5ub2x0lfwDg5+cHPz+/25aLj49HXl4e9u/fj7i4OADAxo0bYTKZ0KlTpyqviYuLg0qlwoYNGzB06FAA5gksly5dQnx8vFju+PHj6NWrF0aOHImZM2dW+dyrV6+2OJaQkGBxj5tpNBpoNJpKx1UqldU+BKx5b7ru5np+rEMoEk5m4o/D6Zg6qLk49s2RZBbqAACNvF3EunHW3lBAoUCRzjwW0MNZXaP3Kd/PtsF6tg3Ws21Yo575fbthEojBYMBbb70FDw8PhIeHIzw8HB4eHnjzzTet1lceGxuLAQMGYNy4cdizZw927NiBiRMnYtiwYeIM4NTUVMTExGDPnj0AzLOSx44diylTpmDTpk3Yv38/Ro8ejfj4eHTu3BmAudu3Z8+e6NevH6ZMmYL09HSkp6cjK+v62m7/+c9/cP78ebzyyis4deoUPv/8c6xcuRKTJ0+2ymsl+9Ij2g++rmpcLSrH1tOOuSbgrSaBAOaZwNcXguaHKRGRPRE/zZ977jl89dVXmD17Ng4ePIiDBw9i9uzZ+Pbbb/H8889bLYBly5YhJiYGvXv3xqBBg3Dvvffiq6++Es/r9XokJSVZ9NfPnTsX//rXvzB06FB069YNgYGB+PXXX8XzP//8M7KysvD9998jKChI/OrQoYNYJiIiAqtWrUJCQgLatGmDTz75BN988w2XgCEA5kTnwbbmbs+f9l2WOBrbK9MbkV9q/sOv2gTQYOIsYCIiOyV+ai9fvhw//vgjBg4cKJ5s3bo1QkJCMHz4cHzxxRdWCcDb2xvLly+v9nx4eDgEQbA4ptVqsWDBAixYsKDKa6ZPn47p06ff9rl79OiBgwcP1ipechyPtG+Mb7YnY8OpDOQU6+DtopY6JJupWANQq5LD3el6cqeQyyCXASbBPBO4Yi9gNy4ETURkV8Q/5zUaDcLDwysViIiIgFrtOL/4iCrEBLqjVSMP6I0C/jiUKnU4NnVj9+/Ny+CIawGaBHG3FFe2ABIR2RUxAZw4cSLeffddi3XuysvLMXPmTHH3DCJH82j7xgAcrxs4Jcc85OLGXUAqiAmgwYRSvXldQGe1wnbBERHRXRP/bD948CA2bNiAxo0bo02bNgCAw4cPQ6fToXfv3hZ77d443o6oIRvSJhjv/X0SJ64U4HhaPloEe0gdkk1svjbxpX24V6VzKoW5RVBvvJ4AalVMAImI7ImYAHp6eorLqlQICQmxeUBE9Ymnsxp9mwdg1dEr+Hn/ZYdIAHUGE7YkmRPAvs0rr8dZ0QJYbjChTG9eBoYJIBGRfRETwMWLF0sZB1G99UhcY6w6egV/HErDawNjoVY27DUBdydno6jcAD83DVo3qpzwViSAFeP/AMCJCSARkV2p9JssKysL27dvx/bt2y3WzSNyVPc19YWfmwY5xTrsOp8tdThWl3DCvENOn1h/yOWV90Gu6AIuKLueALIFkIjIvogJYHFxMcaMGYOgoCB069YN3bp1Q3BwMMaOHcs988ihKRVydG9m3tkmsYEngIIgYP21BLBv84Aqy1S0AFasAahWyKGoIlEkIqL6S0wAp0yZgi1btuCvv/5CXl4e8vLy8Mcff2DLli148cUXpYyRSHKdI30AAInnGnYCeOJKAdLyy+CkUqBLlG+VZSoSwIJrC0VrVQ27S5yIqCESxwD+8ssv+Pnnn9GjRw/x5KBBg+Dk5ITHHnvMagtBE9mD+ChzAng0NR9F5Qa4NtCFjyu6f+9r6lttt65KWdECaO4CZvcvEZH9Ef90LykpQUBA5S4ff39/dgGTw2vk6YRQb2cYTQL2JudIHY7VrD95bfxfNd2/AKC61t1beG0SiBPXACQisjtiAhgfH4+3334bZWVl4snS0lLMmDED8fHxkgRHVJ/EX+sGbqgTQa7kl+JYagFkMqB3jH+15W7uAuYMYCIi+yP2Y82bNw8DBgyotBC0VqvF2rVrJQuQqL6Ij/LBin0pDXYiSMXkj7hQL/i4aqotd3MXsIYJIBGR3RETwFatWuHMmTNYtmwZTp06BQAYPnw4RowYAScnJ8kCJKovKiaCHEvNx7msIkT5uUocUd1KOJkJ4NbdvwCgFpeBqWgB5CQQIiJ7owQAvV6PmJgY/P333xg3bpzUMRHVS4EeWvSO8ceGU5l4f9VJfDuqg9Qh1YmUnBJ8ufUctl7b/q1P7K0TQKX8WhcwJ4EQEdktOQCoVCqLsX9EVLXXB8dCKZdhw6lMMWGyZyU6Ax7/MhHf77oEAPhX6yA08b91y6bYBcwxgEREdkvsu5kwYQJmzZoFg8Fwq/JEDi3KzxVPx4cDAN5bdQIGo0nagO7S3gu5SMsvg1Ylx6fD2mLe421ve83NO4EwASQisj/iGMC9e/diw4YNWLduHVq1agUXFxeLgr/++qvNgyOqj17o3RS/HryM0xlF+GFvCp7qHCZ1SHfsYnYxAOC+pn54oG2jGl2jvmknEE4CISKyP2IC6OnpiaFDh0oZC5Fd8HBWYUrfZpj2x3F8vDYJg1oG3nLWbH124ap5jc9wH+caX6O81gJYbjC3frIFkIjI/ogJ4OLFi6WMg8iuPNExFD/sScHJKwWY9c8pzH6kjdQh3ZGKFsAwH5fblLyuYh3ACk5qzgImIrI3cpPJhFmzZqFr167o0KEDpk6ditLSUqnjIqrXlAo53nuwJQBg5b7L2HfBPncHuXAtAQyvRQKovikB1CrZAkhEZG/kM2fOxOuvvw5XV1c0atQIn376KSZMmCB1XET1XlyYF4Z1CAEAvPn7MbubEGI0CUjJMf+xF1aLLuDKLYBMAImI7I186dKl+Pzzz7F27Vr8/vvv+Ouvv7Bs2TKYTPb1y4xICq8OiIGXswqn0guxZOcFqcOplbS8UuiMJqgUMgR71nyx94oxgBU4CYSIyP7IL126hEGDBokH+vTpA5lMhrS0NAnDIrIPXi5qTB0YAwCYm3Aa6fn2s57m+avXx/8p5LLblL6uUgsgE0AiIrsjNxgM0Gq1FgdVKhX0er1EIRHZl0fjQnBPqCeKdUa8u+qE1OHUWHJWEQAg0rfm4/+AymMAmQASEdkfpSAIGDVqFDSa68tYlJWV4T//+Y/FWoBcB5CoanK5DO892Ar/mr8Nq45cwePts9CtmZ/UYd1WRQtgZC33NFbd1AWs5V7ARER2Rzly5MhKB5988kkJQiGyX82D3TGqSwQW7UjGvPWn7SMBzLqWANayBVDJFkAiIrun5Pp/RHXjPz0isWRnMg5cykPy1WJE1DKxsrVksQXw7rqAtZwFTERkd9h3Q1RH/N20uK+pueXvt4OpEkdza2l5pUjNMy8BU+suYOVNXcBcB5CIyO4wASSqQw/fY95P97eDlyEIgsTRVO/b7ckAgM6R3vB2UdfqWq4DSERk/5gAEtWhfs0D4apRIiWnFPsu5kodTpXySnT4Yc8lAMB/ukfV+nql/KYuYE4CISKyO/zkJqpDTmoFBrQMBACsOnJF4miqtjTxIkp0RsQGuaP7HUxWUd/UBcxJIERE9ocJIFEd69s8AACw5XSWxJFUZjIJWLb7IgDgP90jIZPVfAHoCjd3AWuZABIR2R0mgER1rEuUD5RyGZKvFuNidrHU4Vg4mJKLjIJyuGmUYktlbd2YAMpkgEbJjxEiInvDT26iOuamVeGeMC8AwNZ61gq4+mg6AKBP8wBo7nD27o0LQWuVijtqRSQiImkxASSygoqxdVtOX5U4kusEQcCao+ZxiQPvsPUPsGwB5AQQIiL7xE9vIiuoSAB3nrsKncEkcTRmR1PzkZZfBme14q52KrkxAeQEECIi+8QEkMgKmge5w9dVjRKdEfvryXIwm06Zu6O7NfW7q4kbFi2AXAOQiMguMQEksgK5XIYO4d4AgONp+RJHY7YpKRMA0DPm7vYpvnHSB3cBISKyT0wAiaykaYAbAOB0RqHEkQDZReU4fDkPANAj2v+u7nVj6yHHABIR2Sd+ehNZSbMA8x67pzOKJI4E2HomC4Jg7poOcNfe1b1u3PpNzhnARER2iQkgkZU0u9YCeDazSPJ9gSvG/91t9y8AaG/oAq6/ux0TEdGtMAEkspJwHxco5TIUlRuQll8mWRxGk4CtZ64lgHfZ/QsASgU/NoiI7B0/yYmsRK2UI9LPBQBwOl26cYAnrxQgr0QPN40SbUM86/TeUrdsEhHRnWECSGRF9WEiSOK5bABAxwjvOm+9Y/pHRGSfmAASWVEz/4oEULqJIInnzQlgfJSPZDEQEVH9wgSQyIoqZgKfyZSmBdBgNGFPcg4AoHNk3SeA7AEmIrJPTACJrKhZoLkF8ExGEUwm22dLR1PzUVRugIeTCs2D3Ov8/sz/iIjsExNAIisK83aGWiFHqd6I1LxSmz9/RfdvpwhvyOVcs4+IiMyYABJZkVJxw0xgCSaCVEwAqevxf25aJQCgW1PfOr0vERHZBhNAIiurWBA6ycYJoM5gwr4LuQDqPgFc88J9eO/BlpjQs0md3peIiGxDKXUARA2dOBHExjOBD6XkoVRvhLeLWpyNXFcaeznjyc5hdXpPIiKyHbYAEllZM4nWAlx/MgOAuZuW4/+IiOhGkieAOTk5GDFiBNzd3eHp6YmxY8eiqOjWLSVlZWWYMGECfHx84OrqiqFDhyIjI0M8f/jwYQwfPhwhISFwcnJCbGwsPv30U4t7bN68GTKZrNJXenq6VV4nOa4b9wQ22mgmsCAIWHvc/F7u3yLQJs9JRET2Q/Iu4BEjRuDKlStISEiAXq/H6NGjMX78eCxfvrzaayZPnoxVq1bhp59+goeHByZOnIiHH34YO3bsAADs378f/v7++P777xESEoKdO3di/PjxUCgUmDhxosW9kpKS4O5+fXkMf/+73yuV6EYh3s7QKOUoN5iQmluKUB9nqz/nmcwiXMwugVopR7dmflZ/PiIisi+SJoAnT57EP//8g71796J9+/YAgPnz52PQoEH4+OOPERwcXOma/Px8fPvtt1i+fDl69eoFAFi8eDFiY2Oxa9cudO7cGWPGjLG4JjIyEomJifj1118rJYD+/v7w9PS0zgskAqCQyxDh64JT6YU4m1VokwRw3bXWv/ua+MJFI/nfeUREVM9I2gWcmJgIT09PMfkDgD59+kAul2P37t1VXrN//37o9Xr06dNHPBYTE4PQ0FAkJiZW+1z5+fnw9vaudLxt27YICgpC3759xRZEoroW5W+eCHIus9gmz7fuhHlIRN/mATZ5PiIisi+SNg2kp6dX6nJVKpXw9vaudixeeno61Gp1pVa7gICAaq/ZuXMnVqxYgVWrVonHgoKCsHDhQrRv3x7l5eX45ptv0KNHD+zevRv33HNPlfcpLy9HeXm5+LigoAAAoNfrodfrb/t6a6PifnV9X7Jkq3qO8HYCAJzOKMClq4VwUSvg7qSyynNdyS/Dkcv5kMmA7k2968V7iO9n22A92wbr2TasWc/83lkpAZw6dSpmzZp1yzInT560xlNXcuzYMTzwwAN4++230a9fP/F4dHQ0oqOjxcddunTBuXPnMHfuXPzvf/+r8l4ffPABZsyYUen4unXr4OxsnW69hIQEq9yXLFm7nguvygAo8NP+VPy8/zJUcuCZGBOiPep+Usi2dPNzhbsK2LN1Q53f/27w/WwbrGfbYD3bhjXquaSkpM7vaW+skgC++OKLGDVq1C3LREZGIjAwEJmZmRbHDQYDcnJyEBhY9czFwMBA6HQ65OXlWbQCZmRkVLrmxIkT6N27N8aPH48333zztnF37NgR27dvr/b8a6+9hilTpoiPCwoKEBISgn79+llMJKkLer0eCQkJ6Nu3L1Qq67QUke3qOeJKIb47Yx6iIEAGnQlYclaN5WM7oEVw3b53fvpuP4BsPBLfDIPui6jTe98pvp9tg/VsG6xn27BmPVf04DkyqySAfn5+8PO7/czD+Ph45OXlYf/+/YiLiwMAbNy4ESaTCZ06darymri4OKhUKmzYsAFDhw4FYJ7Je+nSJcTHx4vljh8/jl69emHkyJGYOXNmjeI+dOgQgoKCqj2v0Wig0WgqHVepVFb7ELDmvek6a9dzi8ZeCPbQIi2/DM0CXOHlrMbu5Bx8uPY0fhwff/sb1FBBmR67k3MAAANbBde79w7fz7bBerYN1rNtWKOe+X2TeAxgbGwsBgwYgHHjxmHhwoXQ6/WYOHEihg0bJs4ATk1NRe/evbF06VJ07NgRHh4eGDt2LKZMmQJvb2+4u7vjueeeQ3x8PDp37gzA3O3bq1cv9O/fH1OmTBHHBioUCjExnTdvHiIiItCiRQuUlZXhm2++wcaNG7Fu3TppKoMaNIVchs+Gt8NvB1MxqU8z6IwmdP1wI3adz0FBmR7u2rr5MNqclAW9UUCUnwsi/Vzr5J5ERNTwSL4+xLJlyzBx4kT07t0bcrkcQ4cOxWeffSae1+v1SEpKsuivnzt3rli2vLwc/fv3x+effy6e//nnn5GVlYXvv/8e33//vXg8LCwMFy5cAADodDq8+OKLSE1NhbOzM1q3bo3169ejZ8+e1n/R5JDah3ujffj1meiB7lqkF5ThTEYh4sIqz1C/Ewni7F8u/kxERNWTPAH09va+5aLP4eHhEATLgfJarRYLFizAggULqrxm+vTpmD59+i2f95VXXsErr7xS63iJ6kqzQDekF5QhKb2oThJAo0nAliTzmFou/0JERLci+VZwRI4qOsDcRVtXewQfS81HQZkBblol2oZ41sk9iYioYWICSCSRptf2CD6dUYi9F3LQ/r0E/H4w9Y7vt/3sVQBAlygfKOSyOomRiIgaJiaARBKJviEBfPmnw7hapMOkFYcqDXmoqR3XEsB7m/jWWYxERNQwMQEkkkjTa13AV4t0uJB9fZLT2cyiWt+rVGfEvgu5AICuTACJiOg2mAASScRZrUSod+UdZLaczqr1vfZeyIHOaEKwhxYRvi51ER4RETVgTACJJNTsWjfwjTYn1T4BrOj+7drEFzIZx/8REdGtMQEkklCzgOuLNU+/vzkAYE9yDkp0hlrdp2ICyL1N2f1LRES3xwSQSELRgeYWQDeNEk90CkNjLyfojCbsOp9d43tkFJTheJp5X8suUUwAiYjo9pgAEkmod2wAekT74ZWBMVAr5ejezLxVYW26gb/cch4A0D7MC35ulfeqJiIiupnkO4EQOTJXjRJLRncUH/eI9sey3ZdqPBHkwKVcLN6ZDACY0KuJVWIkIqKGhy2ARPVIfJQPVAoZLmaXIPlq8S3LlumNeOXnIxAE4OF7GqFntL+NoiQiInvHBJCoHnHVKNH+2r7AFfv6AsC89acx+LNtWHP0irhQ9PyNZ3A2swh+bhpM+1dzSeIlIiL7xASQqJ7pEX1tHOC1buA/DqVi3vozOJ5WgGeXHcCYJXuxcl8KFl4b+/fuAy3h6ayWLF4iIrI/TACJ6pnu1xLAXeezceRyHl7/9SgAoHOkN1QKGTYlZeGVn4/AaBIwuHUQBrQMlDJcIiKyQ0wAieqZ6AA3BHloUaY3Ych/d6BYZ0R8pA+WPdMZ/0zqhvvbBEMpl6GpvyveGdJC6nCJiMgOcRYwUT0jk8nwVHwYZv+TBAC4r6kv5j3eFgq5DFF+rpg/vB0KH2oJjVIBtZJ/wxERUe0xASSqh/7dLQohXs5oFuAmLhZ9IzetSoKoiIiooWACSFQPKeQy3N8mWOowiIiogWL/EREREZGDYQJIRERE5GCYABIRERE5GCaARERERA6GCSARERGRg2ECSERERORgmAASERERORgmgEREREQOhgkgERERkYNhAkhERETkYJgAEhERETkYJoBEREREDoYJIBEREZGDUUodgD0TBAEAUFBQUOf31uv1KCkpQUFBAVQqVZ3fn8xYz7bBerYN1rNtsJ5tw5r1XPF7u+L3uCNiAngXCgsLAQAhISESR0JERES1VVhYCA8PD6nDkIRMcOT09y6ZTCakpaXBzc0NMpmsTu9dUFCAkJAQpKSkwN3dvU7vTdexnm2D9WwbrGfbYD3bhjXrWRAEFBYWIjg4GHK5Y46GYwvgXZDL5WjcuLFVn8Pd3Z0fMDbAerYN1rNtsJ5tg/VsG9aqZ0dt+avgmGkvERERkQNjAkhERETkYJgA1lMajQZvv/02NBqN1KE0aKxn22A92wbr2TZYz7bBerYuTgIhIiIicjBsASQiIiJyMEwAiYiIiBwME0AiIiIiB8MEkIiIiMjBMAGshxYsWIDw8HBotVp06tQJe/bskTqkBuWDDz5Ahw4d4ObmBn9/fzz44INISkqSOqwG78MPP4RMJsOkSZOkDqVBSk1NxZNPPgkfHx84OTmhVatW2Ldvn9RhNShGoxFvvfUWIiIi4OTkhKioKLz77rsOvZ9sXdi6dSvuv/9+BAcHQyaT4ffff7c4LwgCpk2bhqCgIDg5OaFPnz44c+aMNME2IEwA65kVK1ZgypQpePvtt3HgwAG0adMG/fv3R2ZmptShNRhbtmzBhAkTsGvXLiQkJECv16Nfv34oLi6WOrQGa+/evfjyyy/RunVrqUNpkHJzc9G1a1eoVCqsWbMGJ06cwCeffAIvLy+pQ2tQZs2ahS+++AL//e9/cfLkScyaNQuzZ8/G/PnzpQ7NrhUXF6NNmzZYsGBBlednz56Nzz77DAsXLsTu3bvh4uKC/v37o6yszMaRNixcBqae6dSpEzp06ID//ve/AMz7DYeEhOC5557D1KlTJY6uYcrKyoK/vz+2bNmCbt26SR1Og1NUVIR77rkHn3/+Od577z20bdsW8+bNkzqsBmXq1KnYsWMHtm3bJnUoDdq//vUvBAQE4NtvvxWPDR06FE5OTvj+++8ljKzhkMlk+O233/Dggw8CMLf+BQcH48UXX8RLL70EAMjPz0dAQACWLFmCYcOGSRitfWMLYD2i0+mwf/9+9OnTRzwml8vRp08fJCYmShhZw5afnw8A8Pb2ljiShmnChAkYPHiwxfua6taff/6J9u3b49FHH4W/vz/atWuHr7/+WuqwGpwuXbpgw4YNOH36NADg8OHD2L59OwYOHChxZA1XcnIy0tPTLT4/PDw80KlTJ/5evEtKqQOg665evQqj0YiAgACL4wEBATh16pREUTVsJpMJkyZNQteuXdGyZUupw2lwfvzxRxw4cAB79+6VOpQG7fz58/jiiy8wZcoUvP7669i7dy+ef/55qNVqjBw5UurwGoypU6eioKAAMTExUCgUMBqNmDlzJkaMGCF1aA1Weno6AFT5e7HiHN0ZJoDk0CZMmIBjx45h+/btUofS4KSkpOCFF15AQkICtFqt1OE0aCaTCe3bt8f7778PAGjXrh2OHTuGhQsXMgGsQytXrsSyZcuwfPlytGjRAocOHcKkSZMQHBzMeia7wy7gesTX1xcKhQIZGRkWxzMyMhAYGChRVA3XxIkT8ffff2PTpk1o3Lix1OE0OPv370dmZibuueceKJVKKJVKbNmyBZ999hmUSiWMRqPUITYYQUFBaN68ucWx2NhYXLp0SaKIGqaXX34ZU6dOxbBhw9CqVSs89dRTmDx5Mj744AOpQ2uwKn738fdi3WMCWI+o1WrExcVhw4YN4jGTyYQNGzYgPj5ewsgaFkEQMHHiRPz222/YuHEjIiIipA6pQerduzeOHj2KQ4cOiV/t27fHiBEjcOjQISgUCqlDbDC6du1aaSmj06dPIywsTKKIGqaSkhLI5Za/NhUKBUwmk0QRNXwREREIDAy0+L1YUFCA3bt38/fiXWIXcD0zZcoUjBw5Eu3bt0fHjh0xb948FBcXY/To0VKH1mBMmDABy5cvxx9//AE3NzdxHImHhwecnJwkjq7hcHNzqzSu0sXFBT4+PhxvWccmT56MLl264P3338djjz2GPXv24KuvvsJXX30ldWgNyv3334+ZM2ciNDQULVq0wMGDBzFnzhyMGTNG6tDsWlFREc6ePSs+Tk5OxqFDh+Dt7Y3Q0FBMmjQJ7733Hpo2bYqIiAi89dZbCA4OFmcK0x0SqN6ZP3++EBoaKqjVaqFjx47Crl27pA6pQQFQ5dfixYulDq3B6969u/DCCy9IHUaD9NdffwktW7YUNBqNEBMTI3z11VdSh9TgFBQUCC+88IIQGhoqaLVaITIyUnjjjTeE8vJyqUOza5s2baryM3nkyJGCIAiCyWQS3nrrLSEgIEDQaDRC7969haSkJGmDbgC4DiARERGRg+EYQCIiIiIHwwSQiIiIyMEwASQiIiJyMEwAiYiIiBwME0AiIiIiB8MEkIiIiMjBMAEkIiIicjBMAImIiIgcDBNAImowRo0aJen2UE899RTef///27u/kKb6OI7j76n9EY6otblcYV4kLsRsU2oaggxaBA0hKFDwQrCLEMOgm7AW0hC8TEKEUEjwQlqIVxZdGPTnon+UqJA0YSBisVZBTShWz0V0cI/a4xPOqH1eMDj77rf9vmcX48Pv7JzTtebx0WiUgoIC5ubmUtiViMhyuhOIiPwRLBbLT1+/dOkSZ8+e5du3b+Tl5W1MU0u8ePECr9dLJBLBMAzg+z1NOzo6uHv3LrFYDKvVSmVlJd3d3TidTgDOnTvHu3fv6O/v3/CeRSR9KQCKyB9hYWHB3B4eHiYQCPDy5UuzZhiGGbx+h5aWFrKysujr6wPgy5cv7N27l9LSUi5evEhhYSFzc3OMjY1x7NgxPB4PAFNTU1RWVjI/P8+2bdt+W/8ikl50CFhE/gg7duwwH7m5uVgslqSaYRjLDgHX1dXR1tZGe3s7+fn52O12rl27xqdPn2hubiYnJ4c9e/YwNjaWNNfk5CRHjx7FMAzsdjtNTU1Eo9FVe0skEoRCIfx+v1mbmpoiHA7T29uLx+Nh9+7dHDp0iGAwaIY/gLKyMhwOByMjI+v3ZYmI/AcFQBH5q12/fh2r1cqjR49oa2vj9OnTnDhxgpqaGp49e4bP56OpqYl4PA7A+/fv8Xq9uFwunjx5wq1bt3j9+jUnT55cdY6JiQk+fPhAVVWVWbPZbGRkZBAKhUgkEj/t8cCBA9y7d299dlhEZA0UAEXkr1ZRUcGFCxcoKSnh/PnzbN26FavVyqlTpygpKSEQCPD27VsmJiYAuHr1Ki6Xi66uLpxOJy6Xi4GBAcbHx5mZmVlxjkgkQmZmJgUFBWZt586d9PT0EAgEyM/Px+v1cvnyZWZnZ5e93+FwEIlEUvMFiIisQAFQRP5q+/btM7czMzPZvn075eXlZs1utwPw5s0b4PvJHOPj4+Z/Cg3DME/YCIfDK86xuLjIli1blp2o0traysLCAkNDQ1RXV3Pjxg3Kysq4c+dO0rjs7GxzBVJEZCNk/e4GRERSadOmTUnPLRZLUu1HaPv69SsAHz9+xO/3093dveyzCgsLV5zDarUSj8f5/PkzmzdvTnotJycHv9+P3+8nGAxy5MgRgsEghw8fNsfEYjFsNtuv7aCIyC9QABQRWcLtdnPz5k2Ki4vJylrbT+T+/fsBmJ6eNrdXYrFYcDqdPHz4MKk+OTlJXV3dL3YsIvL/6RCwiMgSra2txGIxGhoaePz4MeFwmNu3b9Pc3LzqyRw2mw232839+/fN2vPnz6mvrycUCjE9Pc2rV6/o7+9nYGCA+vp6c1w8Hufp06f4fL6U75uIyA8KgCIiSzgcDh48eEAikcDn81FeXk57ezt5eXlkZKz+k9nS0sLQ0JD5fNeuXRQXF9PZ2cnBgwdxu91cuXKFzs5OOjo6zHGjo6MUFRVRW1ub0v0SEVlKF4IWEVkHi4uLlJaWMjw8THV19Zrf5/F4OHPmDI2NjSnsTkQkmVYARUTWQXZ2NoODgz+9YPS/RaNRjh8/TkNDQwo7ExFZTiuAIiIiImlGK4AiIiIiaUYBUERERCTNKACKiIiIpBkFQBEREZE0owAoIiIikmYUAEVERETSjAKgiIiISJpRABQRERFJMwqAIiIiImnmH6m89hEba4qnAAAAAElFTkSuQmCC", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "87c970a5a71b4f2aa984ae9e248eef93", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "13340814385d4b7db2b63a9a10d9ed58", - "version_major": 2, - "version_minor": 0 - }, - "image/png": "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", - "text/html": [ - "\n", - "
    \n", - "
    \n", - " Figure\n", - "
    \n", - " \n", - "
    \n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "MOTOR.allInfo()" ] @@ -1472,11 +365,8 @@ } ], "metadata": { - "interpreter": { - "hash": "65d808e51a85ee388bb5fdeab386bde9dcff45c485e68d7d22cf796162cc7ba9" - }, "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -1490,7 +380,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.0" + "version": "3.10.5" + }, + "vscode": { + "interpreter": { + "hash": "26de051ba29f2982a8de78e945f0abaf191376122a1563185a90213a26c5da77" + } } }, "nbformat": 4, From 6470e8110a940503eb654e48f21551e09dbf035d Mon Sep 17 00:00:00 2001 From: MateusStano Date: Thu, 22 Dec 2022 19:16:47 -0300 Subject: [PATCH 37/55] tst: added coordinate system tests --- tests/test_rocket.py | 91 ++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 88 insertions(+), 3 deletions(-) diff --git a/tests/test_rocket.py b/tests/test_rocket.py index 6b7295358..d519d3964 100644 --- a/tests/test_rocket.py +++ b/tests/test_rocket.py @@ -20,7 +20,7 @@ def test_rocket(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", - grainsCenterOfMassPosition=0.39796, + grainsCenterOfMassPosition=-0.85704, coordinateSystemOrientation="nozzleToCombustionChamber", ) @@ -84,6 +84,91 @@ def mainTrigger(p, y): assert test_rocket.allInfo() == None or not abs(static_margin - 2.05) < 0.01 +@patch("matplotlib.pyplot.show") +def test_coordinate_system_orientation(mock_show): + motor_nozzleToCombustionChamber = SolidMotor( + thrustSource="data/motors/Cesaroni_M1670.eng", + burnOut=3.9, + grainNumber=5, + grainSeparation=5 / 1000, + grainDensity=1815, + grainOuterRadius=33 / 1000, + grainInitialInnerRadius=15 / 1000, + grainInitialHeight=120 / 1000, + nozzleRadius=33 / 1000, + throatRadius=11 / 1000, + interpolationMethod="linear", + grainsCenterOfMassPosition=-0.85704, + coordinateSystemOrientation="nozzleToCombustionChamber", + ) + + motor_combustionChamberToNozzle = SolidMotor( + thrustSource="data/motors/Cesaroni_M1670.eng", + burnOut=3.9, + grainNumber=5, + grainSeparation=5 / 1000, + grainDensity=1815, + grainOuterRadius=33 / 1000, + grainInitialInnerRadius=15 / 1000, + grainInitialHeight=120 / 1000, + nozzleRadius=33 / 1000, + throatRadius=11 / 1000, + interpolationMethod="linear", + grainsCenterOfMassPosition=0.85704, + coordinateSystemOrientation="combustionChamberToNozzle", + ) + + rocket_tail_to_nose = Rocket( + radius=127 / 2000, + mass=19.197 - 2.956, + inertiaI=6.60, + inertiaZ=0.0351, + powerOffDrag="data/calisto/powerOffDragCurve.csv", + powerOnDrag="data/calisto/powerOnDragCurve.csv", + centerOfDryMassPosition=0, + coordinateSystemOrientation="tailToNose", + ) + + rocket_tail_to_nose.addMotor(motor_nozzleToCombustionChamber, position=-1.255) + + NoseCone = rocket_tail_to_nose.addNose( + length=0.55829, kind="vonKarman", position=1.278, name="NoseCone" + ) + FinSet = rocket_tail_to_nose.addTrapezoidalFins( + 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956 + ) + + static_margin_tail_to_nose = rocket_tail_to_nose.staticMargin(0) + + rocket_nose_to_tail = Rocket( + radius=127 / 2000, + mass=19.197 - 2.956, + inertiaI=6.60, + inertiaZ=0.0351, + powerOffDrag="data/calisto/powerOffDragCurve.csv", + powerOnDrag="data/calisto/powerOnDragCurve.csv", + centerOfDryMassPosition=0, + coordinateSystemOrientation="noseToTail", + ) + + rocket_nose_to_tail.addMotor(motor_combustionChamberToNozzle, position=1.255) + + NoseCone = rocket_nose_to_tail.addNose( + length=0.55829, kind="vonKarman", position=-1.278, name="NoseCone" + ) + FinSet = rocket_nose_to_tail.addTrapezoidalFins( + 4, span=0.100, rootChord=0.120, tipChord=0.040, position=1.04956 + ) + + static_margin_nose_to_tail = rocket_nose_to_tail.staticMargin(0) + + assert ( + rocket_tail_to_nose.allInfo() == None + or rocket_nose_to_tail.allInfo() == None + or not abs(static_margin_tail_to_nose - static_margin_nose_to_tail) < 0.0001 + ) + + @patch("matplotlib.pyplot.show") def test_elliptical_fins(mock_show): test_motor = SolidMotor( @@ -98,7 +183,7 @@ def test_elliptical_fins(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", - grainsCenterOfMassPosition=0.39796, + grainsCenterOfMassPosition=-0.85704, coordinateSystemOrientation="nozzleToCombustionChamber", ) @@ -176,7 +261,7 @@ def test_airfoil(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", - grainsCenterOfMassPosition=0.39796, + grainsCenterOfMassPosition=-0.85704, coordinateSystemOrientation="nozzleToCombustionChamber", ) From 32702c38d6fb2fb334b36b47e2b807a6f451e1f2 Mon Sep 17 00:00:00 2001 From: MateusStano <69485049+MateusStano@users.noreply.github.com> Date: Fri, 23 Dec 2022 18:54:39 -0300 Subject: [PATCH 38/55] Update rocketpy/AeroSurfaces.py Co-authored-by: Giovani Hidalgo Ceotto --- rocketpy/AeroSurfaces.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/rocketpy/AeroSurfaces.py b/rocketpy/AeroSurfaces.py index 5bb54d008..68fb2bfb2 100644 --- a/rocketpy/AeroSurfaces.py +++ b/rocketpy/AeroSurfaces.py @@ -24,10 +24,8 @@ def remove(self, aeroSurface): if surface == aeroSurface: self._aeroSurfaces.remove((aeroSurface, position)) - def pop(self, aeroSurface): - for surface, position in self._aeroSurfaces: - if surface == aeroSurface: - self._aeroSurfaces.pop((aeroSurface, position)) + def pop(self, index=-1): + return self._aerosurfaces.pop(index) def __len__(self): return len(self._aeroSurfaces) From a9b859c3ecef616b7bb2abd523e6582a96eafbde Mon Sep 17 00:00:00 2001 From: MateusStano Date: Fri, 23 Dec 2022 20:39:45 -0300 Subject: [PATCH 39/55] tst: fixed motor grains position --- tests/test_rocket.py | 15 ++++++++++----- 1 file changed, 10 insertions(+), 5 deletions(-) diff --git a/tests/test_rocket.py b/tests/test_rocket.py index d519d3964..970361f14 100644 --- a/tests/test_rocket.py +++ b/tests/test_rocket.py @@ -20,7 +20,8 @@ def test_rocket(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", - grainsCenterOfMassPosition=-0.85704, + grainsCenterOfMassPosition=0.39796, + nozzlePosition=0, coordinateSystemOrientation="nozzleToCombustionChamber", ) @@ -98,7 +99,8 @@ def test_coordinate_system_orientation(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", - grainsCenterOfMassPosition=-0.85704, + grainsCenterOfMassPosition=0.39796, + nozzlePosition=0, coordinateSystemOrientation="nozzleToCombustionChamber", ) @@ -114,7 +116,8 @@ def test_coordinate_system_orientation(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", - grainsCenterOfMassPosition=0.85704, + grainsCenterOfMassPosition=-0.39796, + nozzlePosition=0, coordinateSystemOrientation="combustionChamberToNozzle", ) @@ -183,7 +186,8 @@ def test_elliptical_fins(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", - grainsCenterOfMassPosition=-0.85704, + grainsCenterOfMassPosition=0.39796, + nozzlePosition=0, coordinateSystemOrientation="nozzleToCombustionChamber", ) @@ -261,7 +265,8 @@ def test_airfoil(mock_show): nozzleRadius=33 / 1000, throatRadius=11 / 1000, interpolationMethod="linear", - grainsCenterOfMassPosition=-0.85704, + grainsCenterOfMassPosition=0.39796, + nozzlePosition=0, coordinateSystemOrientation="nozzleToCombustionChamber", ) From de6be57e78484be2ef9ef8e159d7ea090758118e Mon Sep 17 00:00:00 2001 From: MateusStano Date: Fri, 23 Dec 2022 20:41:51 -0300 Subject: [PATCH 40/55] bug: made notebook images link to google drive images --- docs/notebooks/getting_started.ipynb | 11 +++++------ docs/notebooks/getting_started_colab.ipynb | 9 ++++----- docs/notebooks/images/calistoCsys.png | Bin 31836 -> 0 bytes docs/notebooks/images/calistoMotorReference.png | Bin 24859 -> 0 bytes docs/notebooks/images/motorOrientation.png | Bin 30430 -> 0 bytes docs/notebooks/images/rocketCsys.png | Bin 30327 -> 0 bytes 6 files changed, 9 insertions(+), 11 deletions(-) delete mode 100644 docs/notebooks/images/calistoCsys.png delete mode 100644 docs/notebooks/images/calistoMotorReference.png delete mode 100644 docs/notebooks/images/motorOrientation.png delete mode 100644 docs/notebooks/images/rocketCsys.png diff --git a/docs/notebooks/getting_started.ipynb b/docs/notebooks/getting_started.ipynb index 0f86c6017..45c2db163 100644 --- a/docs/notebooks/getting_started.ipynb +++ b/docs/notebooks/getting_started.ipynb @@ -199,12 +199,11 @@ "\n", "Here is a useful schematic for explanation:\n", "\n", - "![Motor orientation explanation](https://github.com/RocketPy-Team/RocketPy/raw/master/docs/notebooks/images/motorOrientation.png)\n", - "\n", + "![Motor orientation explanation](https://drive.google.com/uc?export=view&id=1jl5klD6EiRIS2zhgNBSrVKR8Sk_K9JXg)\n", "\n", "In the Calisto example, the coordinate system origin we chose is at the center of dry mass of the rocket. Meaning the nozzle is 1.255 meters away from it. The minus sign comes from the `coordinateSystemOrientation` argument, which is responsible for defining the positive direction of the coordinate system. Here is a representation of the reference used in Calisto:\n", "\n", - "\"Drawing\"" + "\"Drawing\"" ] }, { @@ -324,11 +323,11 @@ "\n", "And a schematic for explanation:\n", "\n", - "![Rocket orientation explanation](https://github.com/RocketPy-Team/RocketPy/raw/master/docs/notebooks/images/rocketCsys.png)\n", + "![Rocket orientation explanation](https://drive.google.com/uc?export=view&id=1eEIHobK9gPyL0sgr8vH7EZZtS2Rgs10E)\n", "\n", "In the Calisto example, the coordinate system origin we chose is at the center of dry mass of the rocket. Meaning the nozzle is 1.255 meters away from it. The minus sign comes from the `coordinateSystemOrientation` argument, which is responsible for defining the positive direction of the coordinate system. The positions of the motor, the fins, the nose cone, and the tail must also be given by \n", "\n", - "\"Drawing\"\n", + "\"Drawing\"\n", "\n", "It is important to note that the position of the origin of the coordinate system can be anywhere, as long as all positions are given coherently. This means that you could input all positions based on the nosecone's tip, or based on the coordinates of a CAD model." ] @@ -980,7 +979,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.5" + "version": "3.10.5 (tags/v3.10.5:f377153, Jun 6 2022, 16:14:13) [MSC v.1929 64 bit (AMD64)]" }, "vscode": { "interpreter": { diff --git a/docs/notebooks/getting_started_colab.ipynb b/docs/notebooks/getting_started_colab.ipynb index eff583184..0a2f51d9a 100644 --- a/docs/notebooks/getting_started_colab.ipynb +++ b/docs/notebooks/getting_started_colab.ipynb @@ -296,12 +296,11 @@ "\n", "Here is a useful schematic for explanation:\n", "\n", - "![Motor orientation explanation](https://github.com/RocketPy-Team/RocketPy/raw/master/docs/notebooks/images/motorOrientation.png)\n", - "\n", + "![Motor orientation explanation](https://drive.google.com/uc?export=view&id=1jl5klD6EiRIS2zhgNBSrVKR8Sk_K9JXg)\n", "\n", "In the Calisto example, the coordinate system origin we chose is at the center of dry mass of the rocket. Meaning the nozzle is 1.255 meters away from it. The minus sign comes from the `coordinateSystemOrientation` argument, which is responsible for defining the positive direction of the coordinate system. Here is a representation of the reference used in Calisto:\n", "\n", - "\"Drawing\"" + "\"Drawing\"" ] }, { @@ -436,11 +435,11 @@ "\n", "And a schematic for explanation:\n", "\n", - "![Rocket orientation explanation](https://github.com/RocketPy-Team/RocketPy/raw/master/docs/notebooks/images/rocketCsys.png)\n", + "![Rocket orientation explanation](https://drive.google.com/uc?export=view&id=1eEIHobK9gPyL0sgr8vH7EZZtS2Rgs10E)\n", "\n", "In the Calisto example, the coordinate system origin we chose is at the center of dry mass of the rocket. Meaning the nozzle is 1.255 meters away from it. The minus sign comes from the `coordinateSystemOrientation` argument, which is responsible for defining the positive direction of the coordinate system. The positions of the motor, the fins, the nose cone, and the tail must also be given by \n", "\n", - "\"Drawing\"\n", + "\"Drawing\"\n", "\n", "It is important to note that the position of the origin of the coordinate system can be anywhere, as long as all positions are given coherently. This means that you could input all positions based on the nosecone's tip, or based on the coordinates of a CAD model." ] diff --git a/docs/notebooks/images/calistoCsys.png b/docs/notebooks/images/calistoCsys.png deleted file mode 100644 index 00abb81b973c61ab22866ceb14906b80d6e1c1da..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 31836 zcmeGEc{tSV8$XPXRFX=!7OBuCWQ`(OCR$`mjXle7*Cg53v5nD2-GyW)Mt2R_WtlO< z7^Q4u%gz{*Ert4yl39ma$eVYUgz>U&ud=ZzNNo+ z_tD)D2xPCp&1*0SWQR8dvMqDhPVfz_OXocJ$L9;v*Mk(c9-jgqwma*Z=t3Z$V}#b6 zc7V@!gA&`Bwyg$Br&rkOukdS$UYr5uv4zpZz`|(L9$w0MhFAvJX0#8y(t{L(< z>O=G2?)93gkheGvv3z&wJPK0!S>Beg%^I1QJhlY+W;LE4cdn}9n!#HA(eS*Pn>hvB zett64k+TVp&HdZ8cW3h0si1qJ;SH5}lH-u#Yc?G=ryQGbpAJ2(#s3iQd)QhvS2d@} ztkzb=m|FDuEiW$4O=YaNcA9z;z0G(eL#`;1J_c<*Wkx=$;C%zpKKpI+i{Ix@D)K&G zi4pYX<2?i$zYya6Z@;H!$NL{Hap2cB-os+@eo@~4%=-T`#Q*>HBHZ6^{@3^ErUW?? z(axU(<*qm}2;`U{;8}C|v)mZydSE$fb?H%OmPvP_f^DvL$dY-sDaIqhn)G`4bG?Ks zF?YHv$E>?n7;3jXeA85$Wlnl+v*c~i9<=!T2bF%lrJ`pv_;TpVA91QYB>`a=w`3E0 z`!eP7ORfYYe4Zx?zVvS|5BPsd_40RedVksL=aq8b$=1t*#vyuz<(H6*L2=zFoI7=T zYNqe=hpAGP(cN$*c(q+R6dmUF{{Dot)6ZYO{-&k-<2{F~FUuH*45cN$&9_Npa9Y$T zI9sKDrP6e1DT>w7s(kPJtC6|1O62g6gWzcI)or8l*|1g!gtAG5ET84qyl2*ewn}yt zx6`$P76L-_8b<45iZmMBjczYBtG0EG+DCamFX}CV7s2cQGCmtF_xN6q{lt0td~=Gb z|7z@M{b?sP;^O=xshSp_j|Qv3HycuCwPa;o-XR*pGTZ|I{lOtvP4wSqUSq}D}2-?$q?L;guV#f!=Cd(Buw5SKqu~9e8|u?y+4DLNRM&(w>oJwD5~uRjAlmtc+^Q zp5Am1G1DhCN~kF#{-*<&wMI<-)#-Smyh>=IG$!T_KjqnA$`F~0-@xt5sq9dC@7;56 zK%m7mWPq}Rf?!7!WdBRb=*&11ocquan*Gr;QEByxZ5=ZaUxg(GvmTL-vmNepY^sl3 zh+0_BM94DLf3L=}8`j^oJoh-2$JAcHr; zc8Xv2`!uE6m!j(IF*8J3tt0qOrs}AB*j0xT7)fpTGD_Ml5H*$GCecD=PXH z3F9mCqw0qbA5J_DUnO-MzvPt}w4CTPO7I%dQ~f5ygxA>D<$4r=|I^dQ9nnSSY)Yr@46tMn?Ia6WO^VCf3 zj6J;$!{3X8Jc}lq;j7$^vdPsH=Zv5qRoRW9W2Eu>Ln>=Nt6_I0T>AdlL@+o_D&><3 zCJ~LnuS(X5COv3s=6G|pWu4jme%19Efm#1|VKzhZSCO=s5;Q+#@g-24$(mBfj~>J+ zNPoGl6Y}Th7Y@@UT3pj|*$C37X86KZuOwX)*)uD4*2!6?cinABZp1pvDnda-Br&KV zB&A3tW4m>2V!3hlYo%H#8A?Tmr>xYTxrova4P`3ulz^{zKj&Z@VKHa*hL#H*==Na4 zjirTg(jq0qMp6vTHjbag{88dk)a2=>OsK`P)^)=Y`W$D%z~e_L%X{Dxr;89aof2&0 z0V*A85@IKH!D9~XVoGMLs~b<8X7=qhiEIpguu^EO+1a9X2w|gYYSVgwHm7gXS|ZOj zMru&1Gv>!gC1DhuPJ8Jo47*vG=G3{-5PKTm8^S>hx(Gm$4+C4`$cTUAh7~z3# zn>Y4ZckcUx(ND~_+NJ~yQ6^u#K21puI&xjC?URaR%7Y%na%oCHV&$F# zh;_iK1%wt2@nUiA96e}boy&5iX3i@~(aZDlOBeoB+$7(tkKSw7BjewyI62c_ipQJu zet9ZD?`4EtxH&PY$2>u9Hj`LLy8JKRtse#rFRYY^jM8Mrwc(fJ{G6%&NwUZShC`NST!zF= zY^rBY(1JBhYPOheSBsn`r+~RAG{Jm|>x+b`h;>-}){%EOolb0i}<($H7m*$KsXPDSBx2*oe zaYNZ**tsR3x$w)A2@wR^xSUDW=hX4-kmLtj$KY)Sg%+FNeVZ&lXN^i- z2dkcYbp*RhR(j1MhDz#Wsn-g%JQW%yez+qsS13XOZVOb(&l7TjPxKT1sC6n}9ZCxi zyi3aTHD@zVtX{8E%{SOZju+V`Y^F0zn=5H^7BdV?TR!kJ@dR0cTN2uzRAP$N?i3%7 zc`QSfp}VxJWEouA15q{wE?~`|!AksD-FBGn--6;sw=E(RSUxy~L$4L2I;VC%Kn(r6 zz1W?0BL7)O&N1Yh?Iku59_@BnGzoZw!SBN~_H@(boBLBn5_g9h9omb~QH=@>=p!oW zjtr4P=)JH3U+do){t4r9wF=nRrN$o=n3vo#dQOchtlCixms9fbp%2;v#QcX!P4OGa zzt1tdXynfHjtaq<&ifU*tlh}T4>PA-N-$9>F$k!b+KkVt6r@I8gy+1-Vx12tW7pd} zGLzoOZ~@tRgRoO&nxVu4@r5@$E}EKsE&Vs%L!tAvR^U0Jllxba$XdXp!h2eAjY91M zjY>YZlmHtB_T#OtJxPw0#(6hG5*0>`y7^}JtJXSeCuLU2&{f{UQ^Euv3MA}vc*Ne> z7^qV15snEz&%7)sRqPQt?qb^5h4rg#f(^Ur^wQuZ5-=E&z%72(_q6T~&MJOnpd^|S zn&gF(W46;U%oN>K^SZxi?3>o_Mj{lPm-@TIh9Quwp1qK84gZm^&yP`Y?v=5aYdqx? z;?S8s0n~2G8@v{?Srs2SObS_!;uqN0RRnZ<=f=V~rKMfn!wtxXM0G=m*aL6x&r`mx z5=|GDXQ@^(*~X(kzdUWZjW5f_^ezReFc?({4DRZ(`c<0jC>5A%aZIDD7&^ozu_GgZ z?N%Amx7bPEgFz@URUQsJ?LmbMQFj(h;+8JAIjhe4O+@i`*KLeN0jysfNmd&&F z$29};8CHp<+N8y{lClKv__mLgmx30?W|y0SWhg3c+DHUhakSxbb6^wExRW+VZ7L%& z?fjC;wb8Ws2il3tDr>-jNJTQ%JQBy{X(_$9s-$&$gnfB0Tpo`GG0G2nb##^d(Ar=8 z5M`vp>OgM~b{*(w8x)%YFErX&J+9!H6ZT6w>|e#Hq~!sJ^@XHftS}~oL6|mzb71yF zA1cn4g??bSJQU)|P1z$VdwqpA%%ye5tTn`R(PF2@0_KgS7YIo5D$So%h8>=kk>vd`Ko&#k$oI3UDJ4qchTD(U~mGh9wkk-R|?F=XAvP!jdM&Q2=5us<9 zX>3^vX6erT0a=^0dEj3REmEr1JJB3d&)(93gk@%mxmYZs%^4hp_A=F0l_-@Wm$rq3 zT+3L5^4_$R;;aXN_-PM``+$e!ehY6*yp8{b&mwduFotVO;anxK0 zoMhh=SW@uMo;3HA`TObdZTb;%bBLkRbY@tOFA^v$&tJ?Lr)}>D&Rv3Y$ZV1h5JqR1&{+$T;T$qy1pU1*owFhm4Ww99} z)D9@7ZLxB-6Gjz=WX7mTHM$RgpfciI_iLV?H^mRB3BD~2;?3gxF8z1G!Di}85D4AK z00f$jpPu1!O8zx>@&-~(JhvSJ>4|v@Le-kLu%a2@t8WL-$FA{O@+y3n6Te>J1s2cxP;z8w`$T9 zKq0cCcru~-@z~Eg@`^M($7lk4*=YcxU**#~cT_w-0mLFJ3Ao#iJLM1kJp2TROY$vX zbi-xU4a04B`S3v;IlBPPk=19oZBXwG06IFa^EzWAc2pEmIVD-Mi2{cm*5XVzUtQ(B zdJbOc>-@RRLP1yl$)YFPLpe>;B(_hqI{mYk*9ToU z-(WZ2+`q`@ak60tBz)=&fLxMATm`*^bio-gmITO4&A}u3{}D#y5f<$6?tiUMg4Vx3 zZ;UvTFDyau`^UCHYW(&C6Smk@+KVaDSu=vW6CISJA$aR^4K0g&knkw!%^m`3!`)>x zl~xG;$lpl$#v>f8sZ z+4Eax*X)mFdGlA22b;i*Ww8Hq(*7R>fW7Yj@j*Y&Bu&jFxDP}G+5Lvf+G@0l91vwW z?mUkAH8uS~lGx*C(fwi0=F?&5%I(e_ko?GcNp#g^^m?fOSVL@m+;yVbj%3%yR;`WOYThK6=cZML4 zd|szuuZGUH9^Ubo|#HYOl8zDri+`mvbxqGWMWivD4P1Mz=*3i+^lAUzK?-wD@?d z=`Jve&el5jWFAy(7u}ka&ro&{;A!e8h+4#E!^{u=H&@)YcI-+d5p>muL-CXq1oH6XL60YPyveslxB$rK+}sot zFSBi%FSd4e&~Neg9nj8U>!YtJn51oUlA1xlzTc{w<16>_`rq2@-&_tz#d~646<0hr z_cWYfVK^e86<9pQ-wxeepQ8u%AcH}xr0>iu+8WCaCaS2c@Za-g?_bvdRCx)j`ed6&>@1%!KMQSt0%E#&MFsS+T+ zz1Jo*sVgIql7;ms#vmbU&QVOU7GB}?{;sw4Lr!bN%$zJL_N^$TU~*>JREK?EJ9H`M zj!vADYE(X6cQ|JzyMGA*Z~0!k&RtDI!f!`Rom&mC#aTo^LzdjMX|Iv-K?t1q|1XX5 zJ^zy5@7w-d4l9d(D`c5b0Kft($@+!hwUv2Map>9iYaYLwG!&T^UNQ}%NgBxUBZNT> z4}glW=;M?mdauo$)*W>3=wp70|J-Tw9=993ICDH{M3ph4i8wNO$x?3BA)23n`|DS0 z5l?Roi6&|~Um2EpDdejN{m0h{x$?lM6@9^ejA7GC zo!e^m=L@S8rPNm)wn`OlCi0qk$d&( z6^jV>5TAT<9?Cd1qF*h|{(|Ynj`@nAw{;iV^*um2S327!2@R^G<3hvQ%QAu{Qh=kd zAl`tyL{$*Qv+Yv$DN`fFVJZU&oWBEQQ!PicQJUEvX`k+rkagvt484n}F97AFFLQoRJg<*RgMM|mFs!b0!gFx#J)DeWKFOS- zN~R3!(lwdsL9J>w!nG6kdIqa56(p(B%V*k*6nt@4BQ$)*Zgx&4hU!qAlT{cca2x_^ zOs?v+#C>Ub^((7QL0u`|bFk`&Co!Tjhz}N{&b0feje!EjcSZ)4tyC)w296yfBP%r) zhLkSMDI0CBU4ZlPxDd4-D^s7vN*(qIoo%hp*8o7ztgopHeEPUm59RZ{`cxf!>m4?& ztZOa?gciogiu}>4UK*~pl`w?_5|rgy;S=q;ktnzNLuT^k?{lka5C;%3x;4Nt(BUmB<+t(rZop24aZn zvHr8D^__;9DSdIO(`48-F>OvBJ)w?i2|)~1j>@VG8cw2;o0nT85AsjSVlO47C53wA z1R1;>U+9nj*m&tf{AC4d7T3X+gP(j~sZgq|LTmP{vzhpyIT&ozm|^bj#XRNnvBSz{ zX-|@fiF!))0M1PzA>rL?$4G)}6tE)~19tq&{4?rbhP zE;mrW60j^YNno(0G4QD4X+F^u!oLcma+B||6CXmN=^3^@(Q>06n0ghrI{OLD&gqQN zg&`k`4WIzo7n+Yx>-A-whqg?#q@`8YBKk`dN~-^fZ)gcpp$E3lCClH_sNZ{8-Ja-| z6E>SMT0-)TcJ=HmsZNv=%NQwXRfVUJPjx~;1TKy|{N+=LWYWFAYAyh!T)uWfQS>aO z@j8q!s|d|!rrJ`87zI(=SV?2H-SXiI-BCm2^0quVR)qrVwEUb@nGrYSy5cFYwavDQ zM+cY^DYq0E0}(B&GIX!xrRRoYr_PSL3H(F&V@PHMH<#R(5IL3DhDFCN1wd?c;8`}r z1D9}6Q88qXK`h&V>~sDw;e{MCcItlBlmzzZ6N9FLe`jBHkH`D>B?$eHHzQcP%TYu7 z{6x;^FHs5?DHmRKWC#uB<7Z-?_Q1syLH3B6Kj#+L?8@PfAHAyKki-!2NDR|xE01B` zX@zPmjayqpbMq4B<9$uyeJygI$*M?B^(M02F{29u+W4`RUL75Lc4uN+S(~?*BG`N9 z&Wxakm{CJ}@)X7!9AqN3{tqkh9@j8>Ii>gAX<}255~bgw)qB>z%d)34)7P%YEJU-s z*M;MpjvH2L!X5XEww+SBdVjbvEIv3@U^Wk8He&hM?ufm|)yCO7%@JwPG0$Pcx3+X2 z>xaWjmLAXLO1Pfue}aA}`07U=CybU7SPHaRloZ!v{dcvtv6z((HQ;yqdyXYxY1Y?1 zW%9MF`S?;Lun=k}kEvE9q2(O2J0omDmTN?IVmj2}yQ-Y;&br_bqz6^kr&<^PDUnxK z%1YIF+N+;fj;j278Ao+u#yU0W{FQPmq7vj*IwzlxOI`qcZfSN!qNkcFRGW*lNNZ2W zxE`txkI9!aUgc*m5#5jZ(S5QKyc1E{7qkT}wYfuxK95eCunH-knkIUN<(jH8 zQ_OY_TN_@d#;N0I%oxv^s<{KXX30((XUF@7b(RvcZiYk)jjxyyLGI87DN1A7X&m;C z;c77O^}`ln>U)l!#kiZQ(=>49F}*1c%g2-2{9;Hpj3v+4jL((LXrzux%MwA3Les9! z(&i4-A~<63RbWn3ip1(+iJJ8athAFV=^mv6zIH=E1@)qeDz#O~vn-L?thAu!;O5Kc zTGcFc%GzvPO0=nzcy@y`Qxhc4A|=%}jEhvATjdGE(N~vfGf)KlLG|9tiC-?<7D+lp zA&=8UUINaEp7d{wSaOfF?_Xz2uil(YB&0z<(K`;yo;)_roQ0hag5pdac7~{V7G)LUEslzcsMa2rW*B8phU;|nCk!euKG~-{M{!uCfaBs|Mle#pK z+t_DU?uT`zv%HylSqxE^Hb1IV(y7{P*@duW*|xmcpoT?5+4Kgj`_)as4_%8!^Iy%F zeTavhqyK%o)1goob}El5ZpQ?M`}!>DdgMCq7R+am1mr|d-amb8|@hpLiu zjQ$L1Sq&@70nqkVrnKhBb{MIm%24Jwu45gkJ4ntJJqHjS#D=K`ys~Dx3F>k!eqv&dfZazwJ=k8 z|3Pt!9(W=tB%|eX`C5RC3TD>V4(v~FaJ20$~`#`cHl)bx7vN2nzVr3}qSlM@BMflF+ANkn&n$6-IJEP{j9h?7aU~tjM2+yhQyW%Vc-tOJC5c>eE zV#Si5&*KEiY%$Y`lh9}SDUo;XYt2INGNNm<{^}1wcEmklUi!$9o;|5ywu&>vmPh{T)S&I`0xdoWyS zjJ^Ady~atQ8l`=|o~HQdmJNQtpJkR6+l!q* zVS7~OuJ`z^K9R>7@3fcMyZZ*^`<*+AzYf?v7*ff|r+eFvz4nPE#+F2bZJX4f2lQ3H z{i8D)Jp=FWnZ5EasjZxP8beWQLY@-Ej{nlGjrUf>#RzfO|(SYVn=7Sk zUO`ZxzQ*AUG}-rYyyP6smU7^TKe|G6YMAt?p`s~nD?vHRynA$_MZqoXe83fO9s|N_dUiU@xoYc=Rg`OnFrB z(2?uWcU*Rg*ZQo<)f0{7m_KyRPFN>DI7sugvdS{s)_`la8an2G*{IQH-(`HlgX5h? zvW}%rEF1M0fXs^qGQn5B)riKlO?|go;?OaqQ$N0JjkL|u?0mFQcaAJvNtLR_Wy5<= z$amxKNFBrO%|$a;L5Qh(+Eo2%!liyKY+}C`Q-7gd+IOg`xPp7;Ck{lL-N2DJk-H46 z%^E#>=kVJ3;XU(T54`L=4h^f4Q0xRg>d-G<{=Pn8 z15!VyO>*V2oS*^6zLHWO#GS=O7NHYBh@Acd9qmNg{Ns~ogJ1Eo&0tYk!Ua7(aT+i;8IDHf+G z_*NXEGHArS2y=?A#tdctUBFNT>0$;ir^ezH5J@=qI8Bh5yv^r`B=PD zN@lS0sP<(sF)ltHjova+lABqs`po02zQ#w-*4LQ-^@e#P+S#b_g3q4SW@jDW)issh zM-sge8LE;R_1}wq?OG9cqOm|2g4(>xS1YBtM4=M^!eJ5_vL6|iJ zPHOM{pi(!`*1tzPTUgaCsFNn)9MO2GRJgnxZ8nB9Tgo$5uMMbAnIC69ZS@v|mW~E8 zPmIkR8;ys7Q-y>+vlE&Kd@$@d;AZ%iT2^~=p;i`e-0u&`#5B!LdR8uvc55pI6$dYB z3w8ezkbE?>BYgd)BZg`Db4lD2pc_W|oy2c&PAiz+#|5wjwh-=}Sm zdCs(gXy&hJ1j&7xv>wB}NyR)JU2m!NqY04Ts^PJ)g>9)%m4xSaOb5=-qA~|?W0DecClTjY2 z&@WsFClC337OB?HOA>OotPjHnFIBP<9__dEMWxJ^0o>*qziZ@=K*at8WirWb!%v7>NRYM?OVmr7eWB>!xhe z;K|@kh`(lL3*rQEz*iF#5yI5l;?i^2ZX~EP@_!@rzh34yWe1->-vK!3tH0T1(P0z3 z*8%t@VGD^4o&&%MD^DPmkGUl{i+5$8r#(6dV9klxO<41HIe^`Ibb0)&+JbaR0l&Tp z@`l)|GY*#PmH_~Dv*sr6+id~u767IX*%XV+BrsA1FA)ba_yD7a;J0AbApn^F+@WV@ z=>{rI2f#joT*hLHE3T@XxFLmpA3T*M0P=?IrozxQuX14402&GCay7+z@ja`^|H_jD zP?~zt9&%;4iggicMPd)db=!j}gBhR%v>TL{rWT3yN;0O$pVUNb?x%D&vRHX8>00ANMM`BMcz6 z)L9otY+>lH$UJ9q@rSA0TmcE9xqC?c#-JbH6{uZR;AfA3xgqW^S4YhvA)I!LUdlN9L z=0+3iN~%_~X)@&#SeWuPO+S+Zv$t_Ha#g^1Pff>Iy-j5Zy{CYsOj~#P2h@pn74eF{ z;7$kiF@Z$R??{K0xSw0u$k0z9|LgbxdoH$1FrB{3N$~^VgR&Ko&n<^|VwTpcYuJz~ zX+5rQ>7ed86k3T6NiG-p#XC+Q@9G6m#c5Eq%wk0eN_{g)rZejLK?XYcFR2&e z_O0bjP4xdL)fp$MI5DO=v*}CUzkh!ObYS60=Wsy4>xhIbljTfM+nAwn(%r#`|KvBs zMcyf7D)eGx6Vk4z_ajmx=ARfsV5A`~7=ej9dmT6d(VOj1xpB z57`vTBG4aulx04dbQUaSn!DeA(jP!8n-X@F`fuPeLEmi5e$ixGTCVU7!AHzokGnl_ z|1Dbig)%Z&(ED+Um0_2nh5l@&NV!y*iMrdt|E6%1C7jg>UGehgolW90FHs9JUTMfF zkZMvsFwiX-Uko-Ns7OZF-N6D?b7BA18GzjIUYhB@+}u*`s|O^zFlH6hOc*D;v+l4X z`b`C_!my7Hbm5-bCae9&sT#wN!OzW0-?-AvKYIa-G9k_Z$A1wf2&ziEvxY%?qsnRF zWU2o(f26h4caOzd2Kk*doyF(-Mf+}3o|n(U%7YYy4;|=H0VZlwe#5&1*XHZ#!9LF` zxWKsdd^h}h*WyHt(B^Aob%O0lK1b}*-0<9prP;a34LhjwvBKy3@nnE5SWCs5T(O6 zfl10se4{3?9N@zHQKN^ekX>FvZJ$4~E$`0R&*R3hpM8sy&c6l`(kRJ>Qq zm=o1*ip+SFg5JJ^mmTJsGu{}VxVeFaSQNJS7G%&pkUyJsPAYmuzT4%~(K>r1=p5q7 zz;+zlYN`GGRlH}Lu`(~}xtwnjx5NwAoZN?&+riDG@ToU+{PxF$2_uY}OOV8GNsSM}RoAD_06ub|E&y#Gz)-{VK; z8l^FAoObn~aGSzmv%qt`lZHQAg-f@*K6qpxGiPi7=PJC<_UPL|5*?uQ1d$J-gqZVNGf$-MiMzIrA(1IKGDUV>gVXRsGM#!};1v3homd;?fd`#G~+-cC>V1g}_srLJ{~2?$H% z3-`@F`U|$8#`?+YQ8C8xIH&jSxBLV>kh238csU!P{AZgQwH43O@~C2_ z&*eL?a;+@jD_=!(LA7T#2j{tpn-D)j-uNTAepTF&hFYd|FNe)7_pDNt*1jqk%XdvT zVGe_^lWdP#D#a9pt<|HeIDPdxmMB&p+3fb}yrbm%F(VsKp<| z{#}GR)XeAl>FEuTOC`aAH_bR|MS{%--o=c@+&;+wj``PfQe`cVXLGVMjvg5R>Kh++ zXkeS`mfc~xlcJBY6&B;5?6_`TW?n~G1HI&ow&ea&TK}76wJ{BM=M27mBGND1d$rmY zI)4EA!|%&|)K7lNPe$Yk;gVC>8uV0BSkBa4bWnzo-rzg94~^1PR!hw%cd2W&vShxc zqo%(-|4Zs)%VT-z!hm#~Y*3m&^f>M<4CB6TU^aail8i`Fw9g${%u>H-Z^2@>p{qFs z!<>RFp*lG%Tr%{}mn`}Y!D~Gf-o2y??)WivsIlRC#Y2IL*tb6kXVahA&1IDZt!Ey~ zvYX7h#(>p&XSB|qF8Z=n!$X9lx+vyC3as?lqXR z>}%U?gSxOL6^j)UJ-xw$u%`4ZBZCpF-E!iUw-H9*2fX?&{e+l-*ikdbvp^lyT82tOB@QeGXP$0eHE7{lQ;p-H% z%RrrUFDazWNM{Cz%A+A$(MS-b0eq&@GGJ`P+TQ5Ze@4WT$zbN30=gNDoL z)OWFkg#VCge`JNdeWs85OS={h39ggR5`tPTE(Pm6^!iXP6oK7cr*&F7MenHpkczCH-2+QO z4>N7Oefb(Wyz65D7X`5%w!&xlA=W9+cIEKn<=$WQ;E(V&MDq!yL{zfD~cHsgQ5<4?~$L zZF>rSeNckcoEveTZgP(#xXe8bEmBot&o2I{74Bv0=?y#-z{?(=7?}j_XHw1^$s2&r z9xgAo<1~tMuN)5#GFQ~{`4Rgn#_q^?Tgx*7dZpadvQ1|Llj})a8J(_+%H=Hdt}k;) z3(^lA%&chnI)Tp`Db=bohZmmRjgvprxMov$Yj9;Di9A>q1)tspDo)f#7?V271fUm3 zGeQ_H0}*N8G_*#KFJnl8x(6a~bV`dq%8*nzIrqj`ZpYUJY7RFU_H+3|p>vJXo*OHkU7}}$ zg8dX>KI_dI{&zjRKcW+J4NuOYW?kW~M90}1vi;nd(l#})f1{JdP=yY7qi>z8ls7nu zj4apUwVe4#^h%^jZ{QgIN|>k?do0cbGjDL>uHi%m@8Xe(uQq0CT;1eJ_xAizj`rL6 zc+Gf263(R~V?70Pa5rV{-%v7>D#Mh9XU?h7Zepd|PZN%`kbN{NCVr;DaG(y%|Mrdv z*b`y{#;O^=_LJ)$D$X+(@7PzoYmNqq;cniCal!lUixE5(!!w-cn}>+!sbQMpE*Y8DW!|{wWJO19OfpiT;taIyyS*A3*4;uJjEZ!v?a4_yVa}b zqY#n~iILM$Ox?F^g*Tb1y(6v#qR4~T%TJ%x1u2j{eOfSY)XDlCA48ZEEiBhY{)PSp z>80*GD|%a&Ch||>{53JFR8Se#)&Es~qqUI@r6k=BRxm6V6{JmxN_kI39rrUz5FB6H zf%V`^MruG4Z8ru)&$=cs-DD5Nb;z(kXSjS!-C^BokEC^%eHqilfMGCM# zJKRv{PZy~iji=A9DfSWlT|1piR7e0R?0$SN>{UFBI6eR+2Z_jJYrg;6@W%wwFtscj zo;sKiKdc-(4_HwbH=i*5SBDZsjl!qM)O|sTaE-)kK(a;VeTpr56(CG`QDv;*dxNGO zFpas1Q__RCiSf)EGbgkL@)Zg(enxvy5?Y~bNprRdhQj{_H03O z_35Kpe6D(ZgNNextC5XFzD-QbkMT?WRxsg|4^x~)dL{q`r;8DX1-<)~pMIqt4>j9u zm17H;uvcuYv*!fJ68ajy+bU-GDBhYneB=QE_7b!5O*&Q0y7G=;U)HTbgY}@|E*%VY z*valj&H?qXNn}{IOB$+CU_ld0YuJ;luV>ej{^u|x5jVu=VcS|S=<6%=;Y5;dqFlle ziN$Z1Xy^^D3DrxGbk@JQIWSVYZ_in$`2ENn%~O^i?6PAjpDFQ5f_p3^tj|{M2p*t6`S?aJOGUktFwrr2By5 zY)M-TEdA>;dShALeKdAhoS;Vbn}T%;{62P)v0XcaOYYf=&-j!say+$ z2*U4XE;v}YoseUzh_0G2wU+UDPqs4{>?NZ)NPRH;dd0@yZ^o z>x+co8!$yK3-zv;iC0nOvDj}Z(45qJ@wSvv!eoZ)KpjP=E%@lT>8plyoz`4epd)+f z;5fQ-cx4ai;oBh4oaQHb{cBBLxi( zBrch>ju48?po(&_utDX0PbD5DzWoecybA5|BmD%a4zEr%hae6YrnB@p#safCIGL(w zou(_*1Y8+B`P0#~jTOm_d#r?_Q0&y*%6D{M62rshx6(;QasmWT@2AHR%Cn1nsEBQY z?;wWVf{+?7)LsK$MN@7?&QaOD-+b^%wP#3ECZ4%NtU@G7rt4_=H-@3Y@@-XN?R)Qt zXuGk%N&s<+a=qtk_=PXH*HrEQ75$?avMjy9z+1$u{S1BA=bLv&QO}o-kg!XHSb-^u z%c=!F%BIAf?bfc5F}*hY`JR5~PS;)%Nee6Tp%PVyMx+6x%PcWENH@h?F%fqzKs7Eh0XI{I{Xo(a`auve=&#+$IQz6xqB zcz#4r5e+4Ovaq8<8UC!|Ua@(2$QZxyMf=i%?G@uAh@gKjLW-;2UClmu#NsF@G^f3d zke$Dqt8}|SfSI{w6Uze)@AOmEjuZt!$s1QdeWn? z7QKu_;{ivvSAfh?At?CmUF753cu~1?+n{aJQ)`i*xf_QemS?;7o4nGpmf|ZscgR}t zo4B)fRC~|RGLh9DHld1f8R!}2DS0(_Wrw2R?z~i-=GDQ;jF3XkggUw3kB@ofMJ2eG zW9wrC98Q=(Aw(2n>5;na$2+>{;lsJv8Ns{$WcpCJ;Sqtbx&1=U#+JEPN zO)W;r39r$6L`jF)aZBKCzrP?n6Z5Ph??eqrN?;j4ejHtC0!aiokme@J?uH4wi{m9X z<|RD`9IJ@v{biL#hdk*D7FwG>TJdDw<`KG0GH+D=X2O1TWIyM_VNeKOskd!VbPR%t zyYU2EW*<)s`4uENK3Ejr8k$zeO`Mt#T!WnWX8#u-L&%5joC<(?h^6yUqq3~Bl>JHL zV<%0gcOgWGte-e{^Yn@w{>#GZPYql_R%of;x&H1(V6KrNp8~e&Jz&sjk)K0TAmie1 z@NTOLJv``C145Sl^jF*ZOk1kr5sU{nbN05;3rhZ!Wp=yT%l+!l%YawW4> zLoIHh#vc8CE4kuDr{wCd|Kgeqm$SKY8w5@ZQ?g)Pa*lJ29bmLT6um3><_cdwH3CDvxOOOkGKp`vm&ldqY?;5F zH?o4~Vz}8v)Vr`z=tfI0vGzX4rKGL)F82d^F(y}X^|NFibr?jU7U;P-E{UkUfNGe( zSiSOH$x>;xR5G`EQnOpPRY7B8nE5s`mptEk&ji!0vC(DL&2j~5b(!JHF~;bJ{W;|S zo?>(Qn|+<+`j-tGZl5hTZ(wOH$~o^9nzJ-r$wD0*9O(DIE^1YD(d>EN8fJ zl#O&Y2HULQ>>e^mI8vw#?n;Z$bKCd3xhhkmb)sZ8rQ38JsRUQ~W@52Bqo?gs{+Vwm z24OPS6g9SCfsg5=R8MYH-+yszDX0$7wO?JwcU{S%EzC))TXO93#xiCVZCMmFHSCiP z#rmw1LprZ^<3iTGJDsb?3)wb8J{H-RK6D27+l%+Pw6RvWe%%OvbP9QGks>4Nn_H5&NE+BnRIMgVo~b7 zcdQF~hJA-=s61NwWj%F0!;yhW8{t`E9g}o~CA=?LKL_U2^XZn;cFEQD@<-lR(kq1B zs`Ca|ze63qy;~{ATTrWKJ_@G%=-B-eCVK&KEGw@9V4MCXk!&=mnZe^*rg0d;13;RK&$o_)IB z^da=d>M$H%Uk_{<@ugP7oP`q23e|>OZy_G@Sx2)Hq1m?v)4E=2PDbn?^vlB9>Z*bO zdY#9dY_kGdaC0f3xIG8nmab_Z1#0w>@r5S@a&|{R&UE4l76M>R^}IKwbxzaibm}d% zH#x?fj#>X5lZyND%*NPoHDG~@on(TZfs&uQH?f2n{NES%y7`Q~GJJNw`oL;XrM88_Yi8Ti?G@~O+Pt_#G85pta%UP)y8rzCzuNoG zsHV2I+bA44v4AhA*Z@(2qBLnyX@ai`p&Fz~SBjK`A^}2GsvZkUFG5fZNJkI?gen#~ zNDGhz4gx^}0i<{C+Stzf-EWNhW<}202Y&99zObjW;wsbCyamd;0hru_O{8lmL~+m#qbz8vvnTJT#r&PghyCD≶aPQvpJPBd2OhqSh5w zt;j;yO5Qvl`glTak;eT*GDbh19h4r;*iW1j{ z5+E^15OMsO_S^A8QV zQOrDLF(hl{){W$_l;VmZzNy!(%|j86OQwyB>$%6`>{MxI_YU_*z>p*hkhdxJ1{IQ% z1}FE!nqEe|*OI+_p0M!ks5eBzc#KE3w85@?+lp67LY>}VC4!_%Kga>oK^Rq(#U)Zu z1+bVp>VD$NGH|}=+kzYN!r(E`s-y2hcHw}Yh^n6lgPnQWUXl@sZB16JD9b|3B1%#* zrObW8d~z2TMb_co93d7%`KErP1<#KnU3c7Zi;Lf5_$?TIMdOcB!g_1uvdZVHrFCS8 zK+N3F%}8?>2dI&~MC4lnNakP#CO}R^iBS7`2c5y0C3~vvu#n)Sz{a3}oY_zjjbNl| z`Z333#rNsJ=K6qh-^bLo9lc~v=O2)9&n`DY#fEQ(oU&U@tR#}(XW~tnKcBuRth$~1 zz;h6I=dJ?K`B?NB8E_Stz%@jRmlomYo)Pgt-^p4b}6-rhA+dZ*i3R*Ky?h#Q0 zu1pfIFbkLGW7Z+Z4|mlo(lfv3&;3RFBHYb_G;f1j^a+@h?K+`+j&O1TeHw`yNei5d zYS_=%Ufu5YujpgQ(U!-Vc1qi@sNs^hTTh9qG-UbUp03nzr9Lp@e+FG|`SHWg(j3cU zUliE;hgldq8vu0jV$wYg|zO)Nr|2wM`tQoFS`qM6>_Yy>75yNx$KEI$~5}T2UgY zo!U87jvMbz!zj36D(yScaO)MHqsifJC(-=*F{9%`(sgF)%Y0GFMUf|7sr#%D>m|du z1ah^XpSxzaXIY`?wBTg0V!q{m-sNwRrw_QPBDyxHh?} z^W5)*kMtDSXz;Z$7PT|)oWAEYIo<61f|d~_%p$Htt%)~CdvOArEBOhngGm(jY6Okd z!FJ24Na#^E`KXg#g(`l@m~4&h+jf_CxI8{{zp$C?HSxbdd5Kpg|M}F?ld0Q%=AvA9 z@0GFiL~$dsv){N02!EGr9npf5K;Dz3yppQyP&OH*ET+)&$kilQ2+RKkiGt5ZH#k3; zn2L;&l&x{tP6;kv)`|r2{H2+zZvGD;BM@BV!pxD|x{*_U3D&!iSla6_9nX)EDaek~ zgIM`v+V;2psE@m%YAUCxy;meYkqyIHT`DQI`5ZGWb`;ijRpde9uE+&}l=IFE)!Sku zPR7d&Q}$@ISpIWbnUW?-w34Zx=K!)#+%4j~4vI^E2We545Nn5o1t(v^>r+-!Wt zTxRyJtgE=?Hje@un_c`y4<;_vCU$^pV<*eCK0Y1LCcbh; zEio2#ROxFThbe?1Np)3IZ(@{G!v}lL*Q|&uSUl`5Z`2*zRn=29H?VwbYlh0^bbUo# zdc{}`vtP?OqjFU~VAvxg>iMnN_$dE>fyzYbSAK)5w^hXsrguIdo4%f}I}t8}86tHO z4#Xn^Zb)KNqZBqLr#3(uPXV?5cBqWe;)OnShB9L>QKd3t=U%CIM5IIK!4NmIcvqCo z#>}Xf+x@7c2fntS1a~IFyJO@SfpR;xrI`g3{yDpz1;5F#6(pj#zixOce|y06nOyav zm(N!Q=vRzOY=+}*C*B$Jj`Ffv5Zmv7e|>03&Y}Ljx-qlFKERGvAR%Emy4L!HPedI;SG~81@ zc{i#>j3hrS6o~~EA3FTL(x=K%V>FB9Xbbx?ONE#$?Lj@l%Jun(Sj~m@1yC6A?(j&T zmBx)gq^CizF9Pb!`YZn$6@=?7`{q`fhWF9cg$yF<3!_3^sYf&>GeAaA`ccPL z92;fA^WBGd`9P!6i*m9w~_dFuiqE z&Xke636{v{Z1M=O&cK+1iY*A<@gf-cChs-Zr)`W~7E7ufe?&(6UFZ_t9ic2M{H8Vi z3B^<*Z&>h4DVtoE@Nlmz+->w4*&RD`-#y(O+x=KF7OGek&g6M*?9q&)ZiI=}VDay) zL9ItUBkCy3(q_heZjvoYq4SY?J!>S0`Js7gEeb|>3tpWv$T`71;_nlg_cj^~E8E{b zHq3o+=ju45SW(hwEOO^xh#sG?_x0*6Dbg5?$vl8!9BZ;M1y2-mRJT#t8hrdpQu{){ zjBwzc$-BjzQCEh+Vq%n=2>vT$X<3_9O#)HQMWX;&V zE^#nFGsq`Nfp5p#_2+@7h9#)5mz?NCB@v;JI8ppyUNA98736uwuW{I=J>x(XeNPox zmZNRn9m}|BHPv4Mvi1nyCIQ#g#VO~N-7$eW#GQX^n{+WIWZYDZYdi<)JwC*!N#KpN z6?7}rF+85qwA*vNUnm^Ydc6zgk|i_=eAyCmO$4clps)*-a=}V4sTjBOXV@ha*EiO_ zLWihjTp7L^Fn4v_FfMp%t!2vhTJ+A|QMdK7Yv`3?h4-5KccvcN#}K}yc98Q-(O9TY zvgK>`QaFa-J5#@632LxM@821WD8r(6e$cbOr(RFr_DsNEGBZ_2!OU;&l0@g?##f&M znIE{6I^EBXch8o5qin8NZj^NzsmjduS zW(ruMcJjTzYP)5;6x33smv4U*^qWaAyr>)B52yl*FFBHGUJdI6(bP%&^Ml0|^Eu8r zkYJBQ9Wdrvq}|cMEz&&=16G|kSpzLfwCl5Rr+E#?PeMun^xt(WCdh0%9eo3- z;w)6BrH2~N4BU3`JNd8$`DqW#;4~!%LQ!nAg(M<^rd1MmEVf?F%bZznhS|SMmDW32 zV=HNUevlZkIFs_0hK&fitx63hFMEpN;83^=X4^$SkOie$0XHXDb~^2R!gx2f>n`Hp zzQ45%+yd8@6Xq?Xg4n;d3BM14Yj`CFxoF>qyYoyi{x(f!;30A*aHh?=L|?0oUjP(u z+O@wRcc*SWRG6@uyWOXiQ^eaHLc7$IbWx+K;4LLZhoy{oL_OcFVNZ{uHAgDl$=9w< z3{U_k6gXD{8B;_?j5oO*@e?Z7x*NA$Ju4?Qx~u+z&XuR8#}FwzjMLE?f4aWl00XjZ z63Ee+mPmblQkGTSHj{k7K&}=VPLM)4LuPxP1mNRQ$*DDXqT6C;K(z0%h;73wgk|s) z$xMUVrL>7#Xjkii8tRpIW@@918o50Utb#g}t8^={nApe-Zbhlrs06T0_!bR;dh z6*RLBAbJ3$Yi9bbf)ViLf%Tzhq$x3wgF+r(^gC8KK!U&_KPVCd=PDpVBE z96smXLawJOD2Nep8u>m;(^fkC@gkFy^e`mIJ6hkMMM{kP*t|hP{RO7u9Gg7AHImlQsdy%~?_&((P zwGCsyia?hUFNC5UkT0BHO{St9JONLMG~TC=U;_i>gmOt7uQFXloN6jMu^tUWh7`N4 zCp&t~54VJAAtS!P-VPJWgNy8E+}qpxH^L-{es|nj$AQ}^mc%v`%{}uhV(#}>;b@`2 zZ&Hz2#+ke|m0hsL`Xck4tbgy^5IXj1le<4=JY*lOK^D(!F?$F`0a36;>VE+^h1GR^ zgOdP-;K(K=yCP3)5iDnOf=f!{*zQKFor)VsLVeK==N@Lr&NFtp+5u-MqeAd6TxkT^ z-hX{!j=1XyNY|t+M>RG-p`UD58w5!6N9uq`3PLxNN?y~JxUX%3e-ONZ9Ixr^ zHMaiS9OZDFqV;3oEVD(dhLr`AI)M74Dd%}LYX2U46kj=F7<0x7i`V}vcK-N}6YqOR z?LGGXkApWe?jrLrEbtfe3$!JFr!!X$m&sC+>Eo@y{moX8lAkdp*Clr9zDyEe;ATDL z`8)q9lAan`j+!a>NwSTTpkHtW!M+Kfl5a_+5*^3_a5KZ|lw>_{pOV|)uGANkuLYgq zI1St$#FC9a+!bOR!K!^l1Sdg)E)&2jgV9z(UM)4a3~#dn2-kAeDNm7k#IewF7P_33 zLZTCTe~-!*Ln#*#LMjBK*LDd(6SJBEaAWFEzYcfYrT(|1EX>|HZ2sBD|Q;HR?HWff}?6|n#2Xg zt9LtcQ~&~28Q&7;F7H&n>6rEkA~SS`fBZY=bsNl9FLw|Mc_{&jj&FhL-yn>WFH^ue zW}GC`Bn(dQ9Gn1;iTx@zg^RvO;+rTI_-J5m3~1=z?@IqbvA zSuUOiY!*MyZjLuHR_!(AK}0FyXRQ4m*ZKk#OPdK;AtSQ51x}{28r+x4f_nmr|Jut9 zzn_Ha4#>v`=aonSljyKY{f(XAVWeLKm$EE95eQ!@(JM8W9HcrRH37VzensY~M zSA*?z?&-Am&e<|+A<;eFi^{p?>jk`6;wqEWVqloO8m0wyz$0QIa-94MMjUxVPut7k z!5V{mZNUcs=A8x}Err+M%Ualg(R%;pVhB^da#X@R%cElT&enm5Di%l>o0n2r0vVy8yoGVKD%Y=rKy{F?HsTG>0zUFJ}^m6uW|Y=;rZqG z->s6V*HdVxg9C0vX{}zv_iO=c6I&K{89XNVW5fY>Z6zoxFNE=00GG!LkVVXgEw@#$ zSzJ)hFg60x3h0N~Ai*mlO9uNLILj;dDd3s}n55qoM6fg?X0IYtY5jeunpp{?6LN^z z|6R;feL?L$5K5d|*t=MLkF5*rDE~OT2huG7YK5#>)A65|o3Shew%T%jmNGx?^d!j9 z9ypMY`%O)e3_b$Rzn|eG+(ZvKd5)M&->Ng-1f&PZ@XL}9JS~*t7dJ2OnY;ISOV|Um z{A;Af7OJrSKAt0E7xJDX^8;TxsM&cL^*#E1%Zb%EnxHs@#GpaY6P=$(2DoDEAD5`H zO_alA0tv>z+@bJC5<|8g->?3w8N+x==YvFwYnkt|+g4%Wp)uqo2w2&;r_&3N2mqJ@ zB`OU);~+kkKbU3#$rpe(+Xs-l2R2c^2dP^nup7|nwls7rk3N9}Y8Jp-GXEH{;1Vz_ zhW{9G_4T45h}+`;b_^}v@4~^h2yXOHWiyT&{nt1serr+Mp-qMoTL^N)~c^-Tr362Jw#&X{&Sg~`f+JrJ-8wk$sIJ1 zU7KGT3fB=;(4vQhD=zf#;f@J+j_>f<@~;vAvjMZx^hDIBd)AGLtnm%4_ZY*5XXk-U za)4jQywLn=FV^Pyp#VzCH(UALeM+qLH2UrY%7i1!)%Gw9V%&pK=|U%rfgvL$LOh&x z>N=Q428%~Npu!|T4Hf@MCj97mbeIpEURFat2PJ-Q0FFEOOi<@Cm=`6sSyRC#!W@)R zE<8SH+wBH^-6@`z)C2kB|srA!t+J^1@%s z({nWnWX`9e(#TGbY)#RZadxQ5A2?^Zs)%boJBoB$J2(>lGP=&y>G0%nt34n|BB^&^ zU@_!Kc=?w_Eb?mqY6xIYa{fxZT3U~Ojeyp~C5Qi^W%9GwEntNFFJt9D5e`Uxd<=cFqp&uPGK!fdz9 z2IF=i_BH2Zm+C7DT4o+rlkDcaI=g`;)#r6??d)URFvfu;cJKJGV3)DUe%pa0O0Xxr z>;{!}NW8`>qg!xDLdukps&>i;XuQf$p|k`7b%sNK{b_47)nB?r244l7p&H$u93Q_K zb=SSE;FX2X`hilL^WzQ~r;*%lcKox;=%h>V`a(YHY}D8*`SJ5qq}F11NZq+Y1-#f$ z(|C&O_Vwr~#|^LgMf`Jgg=ULAgbTn-0NLJ_sF#{`G1D>#8;%g$p{Ehg;bWjv#Wl~9 zYZ`yX!6bQU;I8Z7Xbq7*DO0$1W4Ucy(`J6Yc=NrA6%OYvN*uQeT~@xIum zLvRLs;o(~ei?5T>ISw+|P zZ;!`ztD7MAouacMDuRaZIl}kvkY$Cv*%M)--9yKG6l;uVuQSerYZXqw-|#%*+-Y2( zczkdXUEmy@qA=(cIEBu+l-9)=HtWxiHVAEWREkwT*id|G^`a_OO4EF{w8@UN5839t zj3tG$NkX^*3^F%6LvF5fDk058vF65bU^(A8+j7MFGoZ}|^_U3Jn1L9yLXD>d+mPp& z=NPg>O-mfjS5=!`bHX2;QTdi4Y{fv&_^Y;JrQy8>z1lVdrv@Dvg?wLPSbe~(pnm3L zKBm#DkPro8_~)J)T6X+WEVKiu>8i*cv#50;s;0eZ9OrT+!$^8^%BkgF%c)_#07Sy# zu30QAZ`#cFI*a->N;O5YyOh>xc^RXwC_zr&8Zo*0fh8V)$K~e*yI$_QD&`jr%YSsT z#tel;G_hi$%rb}!!FB2^`9ORtx35QHk$7#1jl7LT$(F}Fj&PUA=bpX~TgHhjar=CuKS$YHa0o#b21N5ZUdpNjgs{;vY&6vsUnA^k0q$l_7LN zB~JnuP@#-oLFp!PyV7yba0J}h*L`6g2hC6w(bZ*Y@F^AIM1wo`%$0>8m5%VHOFkyA z{MuZI11W6>@AhuFPBK(gbJ-nPFj<7iCqIpGGX2wh-MLTu zE7>|kKBc-nv66!}aWM5SioP)BzY*OYj&H6_?Ur6^nB!SOSZb;zF00YY$F%8b@S&Gc z`^0Ol&4JCBS*B92+ctt#tap#T_yW&?7~Hc#4YT|X{vEfccw7R@J-C^tqo1 z2-*&llzyW0&3*nemswWjQnN)aPi6{nr^Qgr{ozz zBAu}M{A;MIG1Lw!9o`$WQ|IcTG_l!dt)@T}vEVDDJJC=cbAc16Z*V@z$2%HV<84<9 zZ4Pxv42jk5DXZ3bFd)SRccu=7mlHPVmdJIE$Id5q-&hP{-7;q)hq!>ml|Pk%7TAc%-sL*(XyY$ne$jBZR_NMakMUtrPqI))SFV2d zrj`7_%{e*=vxV%R!JjmvOm}sh==U!t$k4oLjFq5tiAa*agQK4fuT;36V`M@&J%W;I0snq-%@! zWLSkOUYQD53CMvQhG)fT5fAHR<|0`g0UNKGq%6ZcIn3N=g@6DzC*UPI(R0bv7GyVn zzdP_2R==AV03+`IX|y%p0Dest!{+0E!N7VG08Ms5i}rWS&;wbu0y4|5!M`gKv*MCx zM(+LrHNp4%L$ULKdD1!8m%kAAFIcVT1d(96b4>nuN}!M4a)14AUOy1*XO?+=yZMjT z?*kEnAa3Px=c#eb>o_3O{xuf=n24Q) zWWbvJ^*>;gygeXT_-mAYFNb0Piy^W6Pp}UnmI=Tc>iUmB;%5&y$q%5Sa*Yr2XZ{(^ z{2ts1C@QZg`Mm<6&;x2l_A6@o*;}r9pFD6v-m-A`xr)HLoEff%l()ZcR0+e@U7@;-Z6ZKeoT(e zVo|Wkpyp!x+N8mshA9}>{_iIh+qVSp;92|8+w9)G?FuDbQzb{0n@XJ2NzMlMFSnSo+VQ*@l(4A zR*l|u7u0(a7W=3REA!*?j@_8vC&aPIaARJ&Rr@I%$G+v%uaJ-Hk65(nEjoNWADs#J z3hSCrXm#o>7>uhc%XNZ`i!oM$wiYWhEsb(pC11J1R{G zV}AA7bP+ofgNVZ9b+DI>RnY|gL@d#PzGHo-q}r3B)U|6L=eBYv(qe+f*vkUfQLRZlr(y&8}*z7>E|GN)Odh)lmbrZ(y${?lrdctB@NWX~wjZA~D;&%+YF{*Sk zvIqSQCs+^`G8;_+#n%7~Kqtu3>D8W!h;nmrYs{I|8zg23`V+=S(FQN=3(x22Kgm87 zDrrNuJ!%|#NRFy�JsOL8#uO!IuiJ?HjZaQaie@?6PWGd2IFBsgrj#s^b>WsxpG6 z%TD$ZFF;eD+X=@Ce3gb!Rp`tju_19%ci#2w6-~~og>ViHFS9fY)Pv%n&+H{*vBI;- zl%~cMOZk`^j9gK>{?_s$ii&X_rdKH*n>Ju>h>#QzrpgfSg~>LCB*lLMZlXHf$7cyP z>Zj=DI%5QU%4pxTB%|XROr@{f?*YZ}3%o;^4Nf2_3_RJt6K4MXSnnm^*9~ z`hwbqxB9`j%-szN2vO7ewcU|p)_Ag%g$>{ScyrH$F)T+ykhQs)(?j?Tnu`Hs_hPr4rfQVn`JP;V2QrE4`f;YHdqIJ&P4D4jUmSxMXdEAe<7n zYin>(gN&C*L0d!o*Ul7}BrZ~%S2SjEt5H{RbeR@~`+x`ACsC8Y3aKial^{lyyrybR z@FS5yV`i$>xe}U`czP2xMfZg~m*cZ$fwL)$Ye}zjAzYU043ebaCCx zt6^ro?emVq`f0}e(=nK$2#n$>F9B;vg*ARfRG>{cLrM6P!gtgKMxou!F@Skr>jCYc z!51m6FMnM>+ZKKIPH98}{0sU^v1U4mi&sne{LxYyqR#jf0}~Y1whyeOKW_xmMGd=k zP$QhccCcY-M;CPk@=?zl0$ItkJat@-a>s{7w_#PkS-o(|tUkD}#JYl{9GNNIu+-Ne zcSOz~X1mpnAnr(p$FUdYfp6HOYq#gC+;bLk*YG6g_Hu^`OJX=emwi>=N3Ds?^v)f* zZpb=UG+M>?(so07eP%kb$r-7sS>LGHd~fH zj4P_OpmF0tgTN*$l-V1RKT2&HW6IQ*;=(i#3c&Ahcj86yS|Q7a!LP>%l$qs6XF6C) z!w%e1tR}n6%ePwt#suOQMRioE<%AWN*~1w-EaTY25JD}}Hu2ZV>Q-F z@~nb>bU`U!ZcKZXaSQsBi+$fc|AinluPZjFWu@MZylS{WS-8-Yf5`LQ`0icRz*E9O7_f?*aX0q^0yUaWB@hWi=IWVwT$W1FJ3Df6r? zXVw3imDFS~mSxp0F=cZYpJ(D$@W=;PJE9)6JhHofs4_UamQke`9uKUd>qa{Q+RD>K zhWLs_S>Hx0RHi&h>bs8&TsinQ+L)*JF; z?-y{TkYBx?4h01NhdbK-Cz^-gL-go|)jS4J$`woIZ2%v0=`V(v!A*ehuwT=i5}Ol| zNVBL9#_F%530pxNA;o`#o0{ty_(2K_IF_U9~ zc^sI9jbIQB#6(4ZC$fJ=Y`?(hPw4m^aW=(K)=Ognm04jXDDQS3$fMi89s8)IB@dDs zfA@~J8dgmgT4ef<4s5FP{VneQ_X`FeC42hD^N>(Q)l3Z$lB$-|s;U}d9%`PI znn{XN^Heht(UKT~Ac>HO{GRlDzV9F3wch{UwSH^8>tih|9!Z}4Jp0-EzOVbbuD#zp zFur^2=;@;%5a^ixy}wLBARa0R#I5t&5#T@KdkPuA%OQW$yLzCC!80qs0gvlVqnjYm z=UD!I$HTxepU*vOe-P++2j}-tmv_+<5XhlQ|F4^7!H{*F;IO@GnB;D5Q`;dA`G~ZW z+=;UnrN#fO<}Hj!>9O)szabMSZ=xr2ZrY%C!pjL#OZ%aH*h@O;i(x^T&??Alyw^H~h3qB)htq}MN8?QLphZZu=J+USj^-=EbAJU8FdqB4}fY$9{>;Q-b_ zCuD!CE6vuswU&hqS{}}EnXItKDS%$A{6+;igcBCQH?4~i;!-z<(P7Ng46UF*dRdG7 zEv`4$5c|7Q=C_09V6Nhqz8%w;9ZtXI`{^w7veZBC#*a@`4^}pBGzErkhE+tu$*uLc zz;C8YDV~pZ;>&VJ3r*@5N*xvIyF%i^N?yS<@2D&Wa_NvxfRYn+fmUx4o?s+L{(6~d z_EidG;0)p8+MYGryLcuw%Csk`w`%-15#f{4Csv})m*(@BQ%prFGizno< zP6|u5rDc`Xc;Ypq`HVl6ev~Tl%7nkJ*9#5K<#8k_l61q0A_C_XixpNRxS(`-ctBHI|IqH{UjD%OXh$w)nd^vq{ zNGkiXBc#2VoA>yaaqo`2pM}ts_y?6Of#oqaov8^09mSF9T}=I5|HbaOjfv-GJ%>OZ z@{D2b7l-4O6^%|^aI}}*EQothNcBZM@Sgo9B6OOtm+yC}&AjA$=T$bz1Zf5KmNM&A z>ok%fS4!R>H0Cni89w?Z@06M&J@(E_Iw`wco_-1D$+!G?w&fFMBg($aVJgJdYjcu( zOQ{d#+^tsgzVJKdPyM6|eMu|#N24GU-jUtzlqO$NjYsUhg6Q#{!09?qTP@vzo#jf5 z3Pzt)*{?A)bRuQ2_)*~u^HJONb@fYqlFrcXuxS(1j1>Au;#x<-l8AMZFLN}HCb9s@ zqFc4^ReSX@C7m@%&+>_r;LgGfW2m)jjiMp6;7VT|*NfGQ!`z^gT^07t+fKGx>AGP} z%|X|fjIFSf8CtOQjYhKq%S=^|sn1Sb-7pC-V!xfDGKZQ>=;DlI9K2Xq#`s-&P*Tto zsm^0sg}Ue5-E`Vzmf7C|Oqxj@im5Y>JY7@RywsxVI%rpIe8D= z8kBV#-rsHf5h*^iwB&8w`4Ee__I&vPGhLCWh z#Jrh_a!aJ!MY>IzFSep4Z%@FIa%MHwbmRk&sbARdXN)8I#w4pH?s{ff^)}fQ?-8!` zxOUI0soYOBj$4rrus$CfYZK{&LH1{< zWd)zLCkSWxakXkAeI!!I4);Df7rhhC)#~l21o><@f3qB)iGc9_kHAM zBY}1b2qy10Qbdp0A_;p0v`U5}_5vg4`#ecS{^~F(7Ih9=t3(P;B}mq>WY#eel(%km zCY?2Q9sNxe7JdjR?S4w%^IkQT#Vy}zUB-}PoqVIt8s%~UZZavPjO*)pAh&+y($9Wq zd_C&0Y~OcqvC#>2vCK6*hTXnU>~rc%`i;tdEo4+{og|L{e*mMcuPASV_MeDb&YyG0+-$ z>WHM0A3Ja9uOtk(wXC#lJJ@5x-7cwghC%=qOFMKloU|=ks?QOo4USA=FZifWH8&R41OH=s>_S@Yg<0HJ#<3> z01H(&3Us!z%#B?PRllT*#hMxi`|D{xovn6e5I(m(C}lVC@N^`^A2{ad-4|b`nM`$+ zV}K}WOl!Fmey2dkAW5sEh^}D_Hha^;_Ji9k4?~xnr+b-0O=rv|d|{zh*MwmZ*bvO5 z;~iF%!618DiP=y)(j7QI^{= zEV#hl(p?jy&oo0?cb;`kLBQtbL)OUdebW}82mF?ehhH4tUaJ`jbdqx?O_Z;HyEvF} z4cY+eP_Cc#Gh}L@U~|P z%xs}&7x%?PiV{y;4DZWZKP}bL?QiIC&7k6yO~SmZ1qvEIN)|^*4y+O zsQHVO{!kT6`aiKpd6PaN{dA2sA7!d4=KWo5yxjsM_lic!pcXcuF4ghIgk^iQn8jyx zLo16sE|mgnjg%n1qNJu6MrE2yCbrI#)S09^l=ysgtk`R9AD!srJp151E?*IjM4nb> z9Smo6ed@1VtE}nuHP=JC?Zi8};4HqGPM!tHzp7XPk{yV_D$LN@THCPKTmgG9cMK~p zYCgM%u?SEi!&fXsEk*0xZU}GE$ zQd~aQPo6^}yIZQ)B1ldrS!fJ{K^NSinNJWV!qMAzaFWh89gLge1#2>UT2E)u58j19 zbKj-8tQ0Dcy&DT~8!SSWbN7Mv(^T4cR;PT2>E!tQ^MbQU*D(*7x7e!Qn@2}SZC2|} z2d0B=D46{UNmp%)pIfgStuj4@TCL~~HT~Ux@eNcZrEBl4M2-$?|8y z+f*}53<>O+2_%-F9Cn+jr&zIkZ?!9KE{u-DwaVqvXO03G#-{wPLepRd99})SFBdwj!5`T(V@03ki ztsL$0^L@9*?+h~(Spd?#Vt>$Sjk#baX3*5Zl}k)h>nOwWYa~nsvhCx;-q*iBZZ!9j z%fT1o4J`YPKdK|BVO^!lX#00oB$0;pL+-8RAcx;MD64JpJTKvi)*;-Nv-R|}(xg(; zlZDOv=kFigF5rVCohLim`FtSERQE?K&-(Q#h`tQh&v77r$5a!q@r^PZN3%Uj5x+Hm ztcDmgB(A49)RkqqDMda^@C3Wr{>9#E3v;uv-l*0w5dPuYt6h_B$Y*6~gWN0ROF@ZW zOboj;n({@`SzM8J?eatjVj&?+wQD-hS-<`e;nVeRHr{d|D;_Q#kd?CL6{B&R#YJ^i zjnVZKW45Q1T2GH}Nj+l(Z2vCJSRze2IK{l;sBOh@t<@(w6vWRrGBaEH=B~MOw&9~n19hE!O_KfEtLC5)k@V43dt`tv-1=rW=&}nF=XLL29 zAjM?bt0RFhP#w!}qk^fncReO+X*gkSeW1^LBw=!RvA`&;GZM3qpetNsFJu)HKlJL% zqrGM`;K}yECr>ewn#vhrkGO6GG!@i?zP>!wQvHlkWRT^*LYKQ$aXbZ` zTerjT>D#SBv@uwg&Y_!{DI1OPKlz7xly}p8SuY5UgwOsm{kYa88dDw%Ah_X`xnbI5 zlB3VecZ`rrX4=w|>k*>{Y-{JRMV5e~p~O&#{OC-Ls|mf^2Zpd#O4*pNCTuk~m6BYN z$6}|Ha~UV)7<~^S%SIi0;eFM|N6Cg)hI&HQ`^lj+wCZf%)7 z@K@0tV5HrZ4EYW{@Q66$9nqIXAH&~`G*TrM_WS!tu8Oab{HAt#SOm?zcVcRNO*Vad zMl(Z9X50MIU)Do}t+J(?EYC#8sk+{<_&O2Lm>wrKdnk{IYg}AD9q{scaJ6k_R!;gn z(VLwI^RZdbd!t>ituFTI+hB&4l6GcJKinrJ^6-&w0QkGeBbM;su}@Q@PB8T4TQ};h zSOIGj*m@OhTJS`{)yvC&Bc|dU#{x6|SpGJzn@EpeLb0+1a`ieM`=qD!tpz3ROO`9vRq_(>5Il62c8b>3 zy`UtM3k!R{bAz5qbMPiAeoSagK-^DATk$tJpm-R)Cw4_~&B{1i)Vi}ReqCkpK>v`b zK%`)fq<6b2I{G{(_CINDgFM_lb88eR}W>kj@AtkN*f%{i5|Vq_DkFI`S~oJ!ML z|MIqt9v`4OKw@mqRO@Wd_*NuZe};2TB7Sg1VDBobljOY~(t$(iyIKFPZL7 zzQ+30+tMnDF!E;(d2D!bSjO~1Jwf7Avt&{F!MxSUOl)NM4+!!}-2oM%!Ir*>t^U>dcqd3C<9GzHhJ1r(k zv}beUr(^7&jj{AN!*yzkC#0%Z`ZY{)Z=KX+i(+(Ru(H3-1pzqF(x<7)`wYTW~IusCEZj-foqg;7nm2(eaTsl^ca;JzQzfPVFw0YDf=6~Ki zHyj~So%%o53be~LalT)!fRBbC2chS1oKBh$2d?>r;DI+360cmD{KqPb!F%vUoO5sg zzQyAaVIkKq*ZDeRNQb%ZB>=o(<;^+O-2N>kQs#A~aMooSX@i-g zG2DG0q95idwYswzL2C6Z>bUA_n1=mUqu1Ie6EHi{%j0?qo6H(Sx_hxx1_siQ%LH62 z@a?Z57ltDaR|)+Z%2ijM`f(oie`(?W(&3z8@LxLo{~{g!UuA|f1pg~o{V$=8qwR_F z5*G{PbSGo%sVhtP;h46WU_h;Cz5;sjz0M0a6VtZFQB4AWV+zS<0BQThjaZmrau6eaVldW=w z8DSkzPmWPu5FX|5^51wZL7Au=#x@645(PnDrG(}I`J}9QTn$_A?fqU7JcoO^wQUdZ zFk}zoOzml$Kf1B}sE*b3a0z)(IPg_L>NY_eI&ui~mZN}7*Ly>QNTL4NS65PTD*AdY zuVDEY;+kslgz$3P_OE>O)ylTc!wtD92WCip(DYlpr*%B{jCOF z`+M#_fL8{j*fRU(z*_VDQwHV`44)!ZYLlb$qyYptsa?dAL#~~<=97JvH_3$4v0ul8 zM*dRtn&;vbFt`dS*)|A971Z**>_c#u3H(Zlj|^*i+Q+?C3{}^}y<4{0zbW;8dqf=) zko(WqM;7aN)S?6>(ZhKkV@lON8;!12gD>tHC8Lh&I1u;%X&EFYXXNgmj}`a~khnYE z?P+$qFJk1FcYwx(u{>zLZ7Pbl)bQ8ESjB2@->dP)qXYjw5b+kCEgHclnJQ?U~Kf^pE-!C@iT-f3<3j#s5E_JGX=2yT_u4$8PHO>FVFmK1U@k8@u zhs-@3J%3$?)yG>=#{-;DNg{^8+Km$7W8GhX-eYP zB|v;wzec)SvVDh^SSTwPmIywYu1+G2aS(_fk*__!c)2~q&*HUgayOl5G6<7LcqlGfaZ{+pp zd+py@x87N%PD%j0Z1d7S8uc|WA1x`pIY3p#0cu(hovQ{wZ(JvquXsnFTqg8Axo$t` z*GkP-@2*)T zA?U?cdMnuz!kn2@SAtLXrPj9)6b5o*b!S3prO@@vLx1qKWQD92@BFj;S`_jWvDSqs z)3NZ|pAEu?tzY?aX z4kOt@pSLWE^;Z4XtAD@?-fdHV_1vT5sfq616H2&XXf|xJd2ZZ-Xph(<;4TzZIreTakv{Y7~8w9?+*t3yIxd}-PtRx2A4-uv4*WQO36+sdoxfg^HqX2)=l| z{g1H87twYx?JX1KxOuLIONrO7tp3BU$zpj>zH$pbuP2t8&FzG-NKo$x{&`crpOvjU zGaD26nedH9;sKLP_A1XPt!OGawrp@uL;vL`GkD_CQv1=n@6Wh(S=%nWY*B+5&6i}| zDvG_~eYRJWxE+ooPyLa7WKTfcA_EnV$XM#g7xF92-EWhI-8S9_Z@n=A+LW=p->)pD zUC_SSA$i~6d1-)~H+Eef${6b#*AAyh zo6jYkKt3$-miZ+m8nhyc3isAmdm0@kycGkbyCY~u*}Px%^qse=;*)s}@hO>Yf4!}_ zWm348o7V#|-XPk4&N_;H$a;+4POP*`MjSZ&9=h%hg?~@<Sd5RRrawy$Xu8jSJD z9T&@#MD)Mz^uv8w z4GZL^o?_uJ%pmMDiTM^^mWK%VU;#X57dY*VE8n}9txMBZXD+XRx>caj zTD+G@-pkyWn7Q{Ncz5$hpjF8kQe*0~#s_y^O0y6{iulBlvN~!k%G2~^%R08czODFA z!3i*sWcYJKb0kG(2>&2WgAa+{b}P7EVGYUqxMaennl#%|;)Dktii9+7uh)5En{2-V zt;KZ-k5xMR)2P!ZgDQc(IOR$t4QrN6V}>|=Da&mpqnUa&GYEF@N}4k1>McDT2bS=% zxx5TIP2Dr(`v>-k=+G%a-ApFvS??)@aZ7`gmntUOTd%Su3KF6p15#iZK@Pgox%vgkJ_uZV@&AZZo#JVD*=6Co1uI z>OwyW+KT5gU21RqMwPW-7>J$uB?6x^($d}C1@wWYyN6C1q8nnhR!kDVGw0~&MvK#J zpOOiA?0N*LKGg)V9gi!oH8<|=dQAgz0-Hk2iIQ0LYU?yl9Wi;7LtimLHZ`&jn9a7O z zK9xXt;tEN;Q+3Zz{(h5?OWeHooXkH9@7HTwhXz}-z*am`!)elGCd-x#Q(OMx-wYcP z9BVJi->-$dJ@IxH_0?U+Y|R-?Q}T#&wE7#xWEedI&fWot23D6AN`iY2tM>8xyz@@r-nerlVz8%J)sq=D& zASD9A1}=LP4cvKJz5Sd&_#eYjn{yJ%Z+=}oQ9a&xUwGBckH6+>qdmzW6K!|GX~Z|9 z%Y3eV?`W%=(%%pDFf_4MjxEL~r`QcVYfxp`{@JWaVdSvdwkCXS>T_Tt188JTXf1K* zhuIH;j#NWmP?mt6wu1#{bamDY>1uuM@nlQ^ICM#l3P{jH zz2<>%B$!1V#p#e9=~cW6;cI0W`3gTN7*P-%zLW^(8=a7y=V*x3@SvrPpt`;fh)tDD z!YXfY+>2_U$<{@0FI03msQ=mM^mCi`rjP7vy-MZ?LUG6cLM=-9d*@F_U|v<`8>OjV z#q367rb5Ydgm;jjvVr0W|4}0iqcD}^VGjw*rXl^EU%68&Xk%^T&>h%j8!xt?pdOEa z2Ms;Ztn)(e5jQ4QImp)btms~aveMq*$13?g)shuY*?FOC0<#~O`!m?Rvh=IkeJ#C> z=7{J0cmcwJZ|}bUmAL(YE78&0Y`vX)kJwjfUq^le*tA|$oZ4+hAsIX!+Pqgo#JXm= zL#kJ1h~`MxT}q`yYYyu?$ldXGuGY{igGyNXtiK6mW)fZ3EGkCOA;V1IBgpmI$w2!3 zogBfir;kO}3=C^~vslwvSIMDETFvkm4|R7w$6iHJ?;^)qSnJ;8jTHH=2|@OzU{Jk< z2_sz2vcW##QTKKjBb-+v_~Gr@OMDZIThId0ltHyoS)u!ho62~+>TjEO0F2)|ym)fr z9{P_(a7Fsm#V?nPxVOJ8mm(2mFyfHpvrOg=Ia3^&4O>fV#uB-UEqd`S(ipuYrBhWB ziAsYDif<3e4{0lE$2nnrkBz3}d-p%S5Ogc<#-#zDSP7jO$o=zRg90HK;0?Qg6dQ6i zML#MWQ9S2>>}H+1^BR@{EyyUSPBAIDtcrhS+W6t_hGh(InTQC$7;Y2(#GIDy7pD;% zPVV`ARN}vkA3`0q;@jK4PCnXtMsDRAgOkRA$JxUdnmUUn*^^V7BwO#r?~p1n=;m5= zKRe7mLCM>zdA)8!!Xd%zJNl7YJIg4LODg z+&Q!_Nnsst>T4^(#yk!G`)(*Vrxb5>39>}>Cky@$>ht!eZHAD$e!MC+n}MDZuY~y-=CRE zLQQmNX0|;VD{mXBG6zmCOU({l+3CaV_u+I(3ny;Gegk;H#GD?5vX`Mh^dC)IceFHk zjLN0TDKXpX(!q}QsV5e}O$pS(FBr)=0=WH^a*E`bVuq2)sJxO4i;fF|2Jx#Gj64ra zT5T~2TYWTuLR0fMCVuX1MuBIwccz?h3RB50jlG_WN9!foyInxIl*1beFY-}9CnEp? z_JQn*&>~^7FYze^YneJDJ!^Q_oL$XIfxc{YG!K0cO}$w&kwNRY;|JiAeggZAnr|~P z)xF6!S86!xt|Sr&o&xfom>O;NTB562T7y6+uv@J~!7lmn?-%n-$5qA%yhs>kZ=SOxK4VvK9$+f)YscrBU=cwYnSPYwao|MIZYE%EUv2-`}+A_v6= zX92Yb(A@NAr@Q`ur8N-baKIBH{z2J$V1}sPmeb4}!(_`6YW04x3XcP;kuwE9Q;u-A zqFNTE*746fsw@B#Qm!!4ssM2*bHQyh*?_`4jmhPz(&lPC_E&Pf_EqTRK)`w`T0%W8 zp*?kQ*dgqcz~&KeC{R4E<7)+|F9_n=N#?CwCxFlE0iWL+uOS{R0rUrB#7U=tQ=ZBl zwB1RRvq^eUA*S6Ud2$(tV6H2zX1PDit6>MBDH%A0?BqWtFtl>-u!mVGrRU1EN5Y~N z?Kok^oBIS&0naU{JsdMGXCCtHLag>k%*_nHpDMw6+~WF-5AsG&qxH?TVF$I75G>9{ z+j`FKws6DKDRw{vJ-?AmcOHIev>i}XTb4DPN7j;V`vY{Hmw?sLMC}LlYWch`-1w*y z=N#vHZA{uMub)wxc=VvBlkzz>tnBQI=t%Qz0mkxO@Qn7}B7k1MZBIGHUM0ivOrV~) z6d@9l#TYA`ajeY;6ZdzCyw_fQ`*YaV^%YFcTj#2g5jcdyzIBZzh&@Y`J(4J(Jnhg8 z0EQt2>Jr8!!l&3RbpQi^@PT?Xt(-HM>D}eF^>y4JO8v^3Chl6I_XG3wV9?zjV zlqWSzBr7~Hlnmb07)bNp&j}1wSU+HbhxeCbaWkA^45yQOR?{z!)$G4CxTEBuCdn9% zO663314bISG2E!yFN_8`)TA_INU+_Ciw%8Z6uZUV9L9Jc7Q$Nxn0WTVM&|eGbS9nb zy@3G^B&Mt+!l>Vg02=@Zp0tXM%mNnJcaz#%;31A*Rxnz znBo1X1xZgx0F9J-iw*Elt@la2rHbx#_&SDVoy!*Rl-}TX$1Bw(_oJX2UY|c2BUnTZ zJ|lURqlK2sle(b6P|7$MJkj!Gw00m3vLo39pI$}>?5q%Lph#OS1S?45Sw+hlFLtXo zVUNAYrh<=B9gg+^C*BqtVrvZ9e}-oBJ_3vl^l>obz=cGJk5#qe8N8cBp1~ZP9l(TA zo3TEzF^2KjfSwE^`8GELB>Fd&5F1OW?vSl8V2piS)f?o_ta?p2`Bxy`lLb+>w;ZW5u(DC}13EL~2sF{Wx^KHEUzT*=9w9T$hDzYV@mNl*Jfl*AKqqr_Hep@%bOU`L^>{H-B`j zOEFBcbaA-mYQ#K&z14o0Z=#nIGv1@lNg(&Ph)tvl_pZ^#ot>*sn^Z3uMM4g?QT)Jw z=-_HqyCvCD)L(T2AOtqt0ot&(aXajQ9STf*x#5V*3H%*-ZlPD?hvA%ZBu9xIRI$U( zqR+v-e=*RrmoN5xKDlIB_50t?CsTZLa1B+l-?t@=E^Y=BQ)r`GPhrppxjcWQ3RTBR zePB-1qsMWl*TwO>cQgX$fZ*U|DWqAz+i`bl`AF;!M*s^0Ap%!EUgO-Cw8M*m?Jx6w zjpjtGoVng6z=z)Sxj+-P{Y1k8W9!wJFCM`-1I%PkKOXVvdA|KBa(Qvkbw?7J9)r zmboi9r+8?dI1oKuxKTCFrQYP&_1fw13m~{U>9r=t31_KY`P-@MeJ#=*MXUpKkTRtR zBg&D|U;|;??PJszqJ6$PV)H2mjR&2ch6@}3xfAIo0jjI;AP~`%Ur0^ zj*!_KrMA}2Y%jziwj5vud?c3S(W~tc-ixWUMpb*`knMOoZH-TCErHxwL~pb3%Nx8jXE_P zX-^2;yvUY=?im2j>*}PPf6mX)-wDZxB`y3kj_d8gXKk_BF0Hw(_e3~)2@b^SrMSBi zZk*)>|H2gR-&Yk(ik|`5-#>9~t`!c5PtVlFmTzM|x>l9&7Ci!&v4MheBF26-Un$H@ zFLqKXEc;sD0XjBv=On8&|EmTH`Fef%J7?Q<98 zxpV)6Z`{$P)EtdqkHQpB%}jp}!I}w29S(-YW=p>g!EBWpmqY#B&DD)VB0QfE#{>djkUFF2YA7GJK3CW1W zdOo&kZP2tcDu7;=skPCNs|l>7&;ltV0m$NES44kMB&;T@w9r876;=}Q~Ro}z5$j8RNeZ@RxHee>DHFb_iC+0|Na`QYg!=EGT_n(j8aP8|;3P9@^^4@hb2_0VaZ_DjVf*hYU>Ep$;1K&aN-z|-6l~o1m@2)@%ECVCL6a`+g-XK zw2BK}h~XbCgtTk3h!5k<#O{yElLIQ@_7n=3P2rT62CrA;%|j}YEK(Y$Gl3~Y84N<# zG#)TW&9+rnS^?HMeWhX0wGF?YhOB9>ZQ?*sJ3uF02Yubw_i{M39SvmuyGm+qfSmV$ z+#PpeeI2GxaA?=YOqs^J(I?F||DBNcNk-lwkHr732dW4PmR85T~To$gosQx)Q6TZT-F@N|2vYWIXL^FUBn` zC&O~PqZJLKK14a$`iCSNBfg~8BKyr~SM1QJLJ=dhcwzhIMl;zfkUWP&n3x13;_3wOlZ4`IfuHDuMlt z!-;#Pjd3mHC*Ebm->*_D=VaEi7Pjr>Va%P{h3Md;*6q!AC1821G{^i~4f{9Z$g`(L zT8(6*DM7RJP>4KR>Ee@t5UnuA^B^TO~DfIH9zzWn{ooy|Z*DYETs&5+urTa-? z0r~ScN|DW;O1khVhw6O0l|YDPoOurKXpb*zpE49wUr=KKerX>tZZ6thb~}zd&Uc!k zqcy;!XyiDRtVV_{DTdqWHH3OgTwT=cuxU;hRvsM+H61{a_nha7SH-V-zep_56SUCZ zdl`4b`vLmWV)Q?pwS)-k-9`*6m@=gi6clT$G^$U79<=*CL1qNKhAi@LnH(&dykEaS z=BO>q-2n~!ERI`zl*1a=L0f>;86OL?5KYI}MBmSO>GLk=1w|KsAR%!W<7Zj?;@0mY z&M5s77I3O_7&e`a-rMa0&vDB7jSXwIP)YuthfU`bG3jtSbl)OVk8g8318xP#MO-aH zi#l8X2%}~t3i~xghvgDOIo>*pNI+(n+7pyDa-d|HrQ(QzaY~YndR{9SrzB-1=wCuV z^Ur%{w(*xm?lZu}A7#SUj7HmZ%Ytg`j;V&vwJfsB^%LvgyI)fZTW_To50c z*Q)!P;1l(sNX5k9;`gK|7+>Fro-{sY2v}c&U=PwaXHhp4@Es^2;_ZSAGB(A6F)*mT zt)orp3Et=nVzqr$#7d8cz~n_0djt#lsx3;t9p~giheTRL>waOD5_iojpS|se=)V$_ zF7F8~Sn5vXx>ZD`INXqg`=IyMzKDLiw^=_HKMfe#o%{aD){T|vei5VCMf(yyX9-A0 zJLC|yvDM2K0oDm6d@SWc5ZXz`!LTZcIk8$(!9J^lr_~6!?OW)fdET&`_5VhdeBlWN z=D~KpY$H1pL5$h7XX`#o=`^RrN8DUtGf0s70BAv|XC2u3o<@Ih~@-(;zE1!ihgW+M~?__wzaeX+Brwl4%>MEcKP zItNAfEx|+4WSLEIf!&cO8VZ5i2L?2VECW;^1-Kn$rS>ZseOeH;1mdBpxW(v=24VJg zvM}-*{`Z3~A|WeJkPvoZo?hjvt=vW5#Co5t_N$|3u*Ji+ec8H)%w+o`X@adE0VYSj zTW&nKmerl%nNZRqw3+y4HCqB`rfH!k_Rn@5htt0l8m=f`BQO7UB%4Lo+KTe``w3nj zSH>Ug)DM-9?wiJ`Y)lOvR{h0Vp7gLIu=~HU{vZbYv2M&WqjKi%3rDo+4;i&|!U%G?Xo(l69Me@Se#mz76!@T!? z4CXt|#x`HY$1a=KE};rdjnx<=prB|k#*iTm%1AJLYPmLD<7$5x*0D(W3~fbW8tv!2 zi)ZBq{6?2D`JaLQAGw4v!!-y8R7322cp~-{lClO@8Su&q-R{{qscigy5`Yqzjets0 z=W4*_e4Bc|+)Z=YsS&ar17%xzbM8{{nBg}FAKkCHo6&P!zY6t2$+GXTx;jUdb4o?m zy`UJ}&@d{}AjcoLRX7|=*D$n#`iuVIW|QiY-}vIMhl&#Q5LrRg1xJWp>xg_kehHE~ zpHxaH(61=bnM&qJl<&3;_ltztYQSnJ5xc2-y>IsOoX!vU37_bHRN{SC!F6MDOhPfW zKr;*$st~)*0l%IHGu|hg&G@oS6D<|@KMehCMxb@*3<7ss=k1RAA$6H4bV2J~Ej}Y^b{OOFgm# zqU*3QdxSmV4xyy(DEXkTyV|{mFn$<}w!*S5EnR$W_8`j%J}2_3>Yiy1-4(gx3TUpG z2*wJLiD3hR813F+YjD5ewdA8UF%y<^24a@AmZ=NGk~U|1Zc;2qLi#9ut%K{WnOuLf z6Vgg8UX}{zh{A;1zftd)^C7mPp?0EYnH>iDUo(^uv!65AGWDL=30%pol1?FFKDp%{ z5+?UOG$>cj9A50#k4IFYXr);?|05MAYP&%e^CT4$Z;&~bk08=Fp=AX<)jA%*6>)#% zGLrzvOLVH%PE=yxz}3kw$SmZ+-VQmNgRVUZo|s0$Cqw^XvzXh6C-*k_#MHP^b^&f!C zko`QOniW?YUq_q9WPZ>J-&Y32*=KXRof?p$e{AIP+Z8+HM_eH<^SYOAq`pb=i5-ul zrP0!F0!^WQHKml$UR*x#m&Qx^sF7Ej?epRf0Cc>dmjwe{8~ zdh$;B!R8or%-&gw4_3W^`oK#nEsu$5a zNfm$jBn;L#R^^~%Z`5(Cm%4$6M)!xlo{Qc`~ zSOfJA5kQCXdB}01CrKSL;-d%wD$Q!b2T%3^%X8SG&QTBj4i8{)lo|ODMe1J>^$Y8ff+x8icpz#o8D3H{E3%e+K z?Gop0A)?gSqjKKpoB#UcI9o{s{%uBdd)9mfI2Ax_{;~)Hj8AKkemTFRhg}Jc!-4~+ zcvlOQ{`{6YF^GUUzzS!+{~(8FtZ2z) ztyr|$fG%P`xCVgAJAv&j08vKM0|}I!0U|mGxnGeC9vVCT)N5UDkz zB93O=bX2iS`QMLaTn{MG4Bhq7N{~)y6g%?HGc=fj!&!DwbKav zUYLcvrE#QG3EDr}rJsk12Rfm40R)OGO#&8M2#us``WG}G&P{Zwm-_{NMlM zonrwv=J1i4n6xUFd|%ERF^ifl;e5N!;uMnQf8YS8Vk&35fo5JS zMF7!*%mDY@kT#`X3X{wQdiOEfak2Tw7_V6b9W&&h+a_!xV7o++INmwLc;?5N#*tGfLU<`QkyI^ zc=45?gFoN_u0^8GlbTv|k;3~`b=AkJhZ4h-nJa!z#9czBQ8lr^7Cg-M^>-%zp#&If z;qmMTx7d##f~VXgj{)Dcr^|w@*qkvhcj=}zR~*O1eW>Hv>u5Pgz^aa$@_|Y6MJ0)! z_#7e>%wc}yPUg9U@J-z@Qfh+{gMOJue^@-jKo=KyK}5IFY5yi)2V<|MpZ>V1+gXT% zV>mI;=)K_&CE3>iwxK3~G!YmoB{ekzxX-l^fEX$|0DyR|zh9k~`n%iTIQ`m{E81yM zX5%`WU%3Z3=9|@~n?Sv^A-9mXQng);bVe$*+3r-1TvW$;kmp+0cjZ+EObJOWb>=R| z+~hbjJvc41-7-_9iCJCdILn#!Jl=fo`_Oe}`NhE( zwZ%m&3b_=2IOh3zC7WIr>$9&wBujmfFKd21Xx8^GTqrXhuSUOr+t9eg zQ22}4=6!#?^vT7?$6;ZS-D)c9{Z6xLrsWjQh8p$K9A*!Drt;phIk4I{fo|7tnuD7E z)H2i!@2`H6(%I^jbhLHZawP_iNRlzKsL`H|ghA?T=bVsdV^lp(pE@$>54B!`u~`PC z)e21JO+MepJ~)(1vNKdXe+_Cqp$(=eFed?GMkO#T36`*);FcJsbIaOwbc1xY4}lmr zx2$D8o`62VB@n9(i{JLCUluLAckh}PCe5r-v+ql1kNV*2Yv;SZH-zzn)YExFzJ|8$ z5im%{T}cRIt7a0plv5*PoW3k^SWJPP=z1;4FKh>pU|feXW}yw0U=LhVz|SQEi6Kg4 zD_S6B=n^1|o?@gvyp>e%4Qvl}D@)^%BV~=*eBZ zlsf~tm6-b-6Kr6oC22HSTh|Mc(g`5wNOYY5z&l#f*9;S3uFZ6#nWP9(QQ7GJSpvX7 zUZ4*NSVwBRCaA>9Q}V(BeDF5jk?Vqul`U*v=H|7OJCSRT7M>t`L#uV7G=a4cubr(2 z=_xIB_g!bvhsIWRw-(lwH`v!4)Qr3w+q7xr$Pw+G0i35f@7FJ;8Sy10-FP$G46S0! zgW`m)M_1zCq8v?sBy>?)?%g&jh;sz)Otc^#aHYB?Qv(twW5f-vKJ=Kb&KK8GqKNIJ z9w=|n;u8Wstmbr6w-J%8U5N~VOta6)1pP$2CkNAkE4vuX`u1*vC(2pDNRpDdjZlf% zR~Wq)@Tg?EAkod`luGOQ`o0g(nyjD9H8$LwyH)2n5rkyF^~lne5eZ#*a@yI(`FccO zDzh&T65AVS@0Q{f32a7le;RN4yXO7k)pz%mu(C{FT`iSGTJFvg`oO>Xen-J0-I^DS zMRuJ)ye>Wb_a+Cy6pr6`_~QFE>|vz8%;YUOcY~`&kzp5Pg9bC6 z*T-gQxp^TKBom-Rsw`kfprMpJXn7s5bYo*~g(mlbW7NRGzvmroZ7I;sTsnTb?78@k zM9o3(!l>CF)FsUZPsZr!T3tUR%(!kLTYe$WZEd!(CQKU}=yR%f+nFgi3hngWMp|U5 zuCXi13j3S;U8h3&!dPKGQ~tf$okoQibhQFXb~G~}xnBMjjGX(Pk~j<=j68eyp{_qL zC$hk-b6B4dKZ$ET^X(MXjB3ea$6+3(=I5${d#|*lW?5Hd{tKmm`3sFyeaA1-`^HDF z@#biH_T2(#fhx&$%nu?C3*!sj4w~wLv%>@`qGuIj*YOxkGyR(iP9@8+Z(6Y7$kLS} z@KBo@O;Y@%@eb`)TN`YLJN9Atoeh)uxJ~a(P50lIV{8x52uiO!Ia?)GV1bLU-LmFw zc-5V0by_uGz3INArP|& z0pbDzLIe^}KwJf&24xA0C~72O)3Asv(Pk4u5&?lGG0EIwrr+k(ewnV9 z`%v{&)mQh{fB*md=bWKl+?ShMZo8IS`(pCp5gO(FEV0&gq;E;RfQ3wyzW~YmBONuh~nbxfO2E?}D#A=Gn z6mzxu&2%R=Xks|*eHG$&`Z#q$y?qDAW9&#;I@v>AcdH5$1Jn|@6+*RR^0UEN#O88+ zJepC3_*-YZ+$ubQzIt)Lxpg@^q=5Bsci%yCix8vPlrV_}FMGk-=Ie?}_2Wrv6A|Yv zL{g&;9W-5aW1j2CV^tWGImEub;)Q9q8~BV}6F^(|5D&Sku^&IpnX?r#y@EPO7k5M% z^`FORt;@NvlgH{BW}1CMGkV&lnO)|#c>MC0Cp618EW>RFwE}oM?^nn&@--s;$Ujt! zKKUe+#Cck$s(LXJQVPCxNTrQ44m;YC(8I}bg!eTMx(vu0*G-Ky7~uA2HXY&>T)V67 zJ!Rx$Fn}E`CA=si`Th;kpWg1de8hoQgY4;+n+Ah0A z@Dw+CVMv|odd8g;s_*zp&DC0gij`=o(*eeS8@2n6up%8&gXs8UfEk~PS=()I%T_oy zsy&Xq3D)V?(qW+j(cYk^t~~+x^v=7ieV<(mM6Vu9iXK(nvxWbV8oW}AD?B2q8bDON ztMCQHXFt9MuTWw{VDpc`sF4=LXsr>LeVeUbeQ*;l;^WiK(7kqTu_8$#T=S#p(TShK zvhlSSyY5T?bpM4Lb?78YJZ~zDr^{BUJcNN-^E7Vv;&!}u?U$D}a?e1onykOyvJW-J zqor|hc{{8C!K^~BM4vcB8-|@vN%}Q2;g&rnyH4+h`_|b5F#O{ldCFY1e2HF_+9Oa4 zqEx_*oq~H7O`2nF8hn7Y@}l;4Pdq_Ho=HAXWZYNncExTg;tsMDeKi&;hjmgx0cu_I zZcPLYr;k5AG7{_a@#Z$Vma569{<_`9W)&^=$I7l^YhzA2Zqk8mah8hx+HRBxvPg%0 z-b$3>G&?b{EaXYsS!wyN5kL655xKc%i<5FtJz@MeRmRIa_YOq=xC2$%w-C6Y$L&Uz zyfNu>A4w~uT{@)oImkA1UZfaKltta!5M7cvXXi2hNb57zf3r$YLuJ#zf6|AV8J3=X z{=a4iR(dWNH3cu$zd0*bt*;BJi7jJ|8C z;d;KS;GP`Uz>VE5vFj&$>UOYsjh0i>0Bv~*lPM4PVwIIAy6RaSIpYESzwiYlSITRG zawDmAdCG%Lg1Zie7pAR8iz3uC&0UwA1s)P1#?4r5s4~Rw?G5a!Wv~055Rb?f23o}L z1H&f=awMKzh;m?>#Hif%2(wU)edt(@zupQmmEIYZXDa7-1qbIqH<>A$H5`j9ZJMm6b@Cjf$8} z*6FAK2Ovrrz7%O)V^7r0AHCXYs5De>Hxt4o#xp*BA$cw(`IC)@=dwAKtrQeCkHh5X z^A4GQ%pe9*Mrs-6t@ChhmCjtecMs|rJL0U8tMKY+z7J=3&|EEujy@GEMYy_4kKp5_ z;BfLnI@F3phhHC^LvaXp$Ov`Uv`>o0U%>+D8>>}uDc>}xv~Tfmo)_u!jop8rE!bo@ zVSqbpn=zqo`ZKeJOUlI;p_nVE-d}vm$d~}_qYZ}(WGwQh+Ph2MfDtaMfT(qX zPGRsHCT|fhKPTwU7lbv}X3E6WarYy6)SvFvmpc|dhw37;vH-YL7}jMUm_bDP(xHTM z+#?~mvE1=G&85mInw*7~y*f@B?A{ZDQFL(S!wLy4aQAG%p^`k;`<*%%(K`X@@}qo3 zOg_N|z(~6;xe=ti!RoEu`2@$!J4bT&IFux;@j;Gi>(1x>fQ;&^O$;K~mM+Vl>UI2r zt$SRuI9cS_37BL2^>LSe)HdAAE#(@lJuf7c3SE z`u2ps#mY{_Kcbj)v;aYhb4JIYm!4uQR1sKbn!Ev>-aKZJ^042_lrV&%BbE7rZ-KG# z*;~2~GHiI^=_~-TW%O_78%d0-)d+EnCLMGRCC_E(R8{CuXmal}#as?3EZQwgCQW%e zkny{B2-FWLp2;}M-}Tbv@u9S6;DH0J1Fl7`zfjgFk+EYtc=Bj_p&`{gvA^!w5J+Mx zPB%M&NHLY8r}%Q2Bks=-<%n`80v0V(kq_dp2Pk#P&zgRNQ~MW@dJDB0>ZL8)O_oZu z3#rbTem=Uuln`JY7p^TqU@EutL97SIePBfbjob7g;P88$W-akF%?R2N?uIeWZ46@U+ar$_PMma;!44?ryrpIo+N0b zv;itme;6(XWOFL=e@Y<6;_Rc!gCw9k_gVF#vskmqtT2+q09=Racpy2og02HhHFC>9 zBPEt3k$#1+2LDzr+s{_0p@ItoU1B06OO;+6@(0az`vsBUOmqD(2LKYwTYDkkLZj8= zO8vR{y5d-1AjY-`9L+txkt2L}rYq7rZ6^@og1rL>;K65nzyIrPHQw+x@GAcgwgLhF z69NI+@qODM82e9NW8ZZF|8?^}Ce%m88xx6IvIR1yLxxQUKB60BO=i zDbhzr@r%UNfw|A(x-_r2G?_qDJ4D!=$#Ka=QLD#R{j`H5*A8XUO6R*BU`2EoF z%maeJCj|%eA5`4>9(bcaR{EuKYNYRDVu=0Zz=6&|=@&ck-^w1Tmn?|QNBRI|UotO0 zd6p$!b$LEJ^c^-8@cTas4#%kCFUF*!LarXaoq0gwUyagEY{Y{PW)Tk>`0&l}$Obm| z*)3n zf6fnHNo$pSz`;hWV2}0&%74IWt2J-n$KiE4FTrD`ie6M^SnOp5`aT>t-@TN`>r5nh z#G+DZoWmMaLel(<=(6*sSk?+=Y8 z^5DXT=&dy9g2SmYCYjq#i$%uwMQ;#3zF;QOpU_CqA1VIWr$<9O%tD2s>7#2NiNbD9 z0IsLdEQ&5ygeE73g}>_v*qCX7QOqBHY~K{%1q<9oW(Thg-pW`ylS1icCvLPOU|z=- z6Fku5z>g2`IZW+Ng`yCp`dTwS)1Rb-K@NUtKD^P`pPyPO1Gf71uW+YK;4JT&8|a%^ z@cmz{#wZmF`(m@2?Qy3@IoxGSPFQ2CixvgAyAWQqlx`Y26UOm3AOvACCbTp3=+K6h zJsIM3^XG|7YE!La%QGI3w-)JzZnQf}SSldUtoh3g(FIfZ`ipe zTv}~ov>y<*Xc>{iFN{{)%}tzkm^;I<>fWO-)Dz$GrX6p0eNOBx&bkS2@o%9w!Xf0MS zjodJ!*SB(BrAW<{arw5eqV2xwFYQGw&HlGij7trsTSlA?znK$^(m22<;+V%czddsQ zi7?^gSmF`(TRoxs6z@(CFNf1D8LpMVgG62a$531;&cbc8 z1%Qi5Pu&Jq2HUN()2oG=@3w8tZV$durPbGltu-9fckbvCv4qRIgHE>;OUNKI0e8c%p-MWr)>zP(1#cr1H!!@oWH@%ElGkQrcMTFw zfCRK7r}C5X{WYTkQAy>I@`ze~+ms`nws5lhNWvsY{W8%rT=Xgm$QYH>PTQFR!|CVQ znPuGK7#wrz!97(}(ihsdG`-N2=SFW#Jb%4OaxrRea~v}AOyE*0Lqp!rFT{=tXBIe| z#2K^wcl^a%uhP99L(rbCowT--w$py<-9aun?J`T2;6YuRqz27&IC|^db&8ME};RWIF2Z-sf-1X>TJt7;hUACF|0r zEmI?8^_psQTb@aEN6z1Gef2Sh7ewlWC;EAuthEIHs9XG2QHx=)H+R$pe(*hxA!+SR z){jeJ5585a^QVX%TS4Duwe|2=`Z#$ij{Si`r+M4gJ)OP<{Wj|f&;1cm2?JJXgQLb+ zB)&7V7U7Ufz`Q*n)2E#8=O$Ad6#Z8q)aH9pi`uH=yOQmd@Q!nqNrftLD_#=sf`gKN zAhxn%G$cv(<4jlCcWPf8B;q$(6uJwZoX?=1;ozoT44Qp?DOy_4-Mp7tbl!W4U^nD@ z9$Tqv^Hj)L!A^A`=(=7^rkP5_onx>>hZh)kuJ^jv#F6?NK9&6^d^2bDKxCCihPgj1 zNSQ@nxP><)(#}2yB1$rsL%Ru@JcB8N(lyZArt970ld+ab&0f6b+Wx!<&qwb%luj3y z&W5)$_QsikIenn-7TmJF4zC*!#_#YbJJS7g&5iOau@{K)v6h@`$tp`3G5EPnLEWx% z_SjqoGI3{{A^+CoNXe?hpZZAKW2PH#BZs1r-eB5Z+xsvIeA5Fvg6AfCzZ}xL4?Nc1 zu`ym$)@?{R_Ge@7Hjaa=mMZKF)$wpYROQL_N-8P8szw<{tRn)*+FI{@`r-?XZqp`X z9yyukM)*Z*S`HXaC$Hbv02QLQawO^}5$B$GR2>RK8P<(JT)ouU0{c@2r3P|!`SxiC zZMX^8XMA6uS7bZ}-{L%A0I#FOP+&u5@tTR*J(Ay2{9+Qy?qbLSCz=!_vZFN@em^#u zV~3k+nnH~1;Js`9;D%z4@<{n?m^lQB%Hq;txqE0f!GpAOZY8TCSd)#8_ zSG6$Z%=(hb;sZ6Z&KbZ7hJol-^VGV3L8M!R!WKXG?q7zYl6#)r_I7bFS}YR{rML1h8heT86TGru51yivW&q z^=cWN6|T{E0bg?IIDQmxJJ~$}njhQ!!(Vm1Ko74lkBJ+LIm#a{dr_d`7*`~}0`YFh z?XFjbF~((6pW+gR#+@jt9k$Qh2kWOg(Bv8r%U=P?|7b4408B!}#kDIMTQRiJHjyW< z^0nQ!97fL~lkzzU4u!k8s3ERvzfLea6o9)-Jha1v`i=iZT`)zRVR z;$@lZenU}?HSAPF^~GWh*|zGudx|-r^9HG1aaapY>zX_jufRG8;m&xG?h%}%@pg%` zqj9yu_)fjy6KjThzIC`$M=Z0iQ=thah>0QOoIR_)k$ahhYEi%c`T)k}p^HRnf_d&; z6LA+@*2@c)19a5y)xCTZ+w*U=(Hf*XsKxw zENULAVoq-^*(B4^YZ`CEZ563$1sPfBO@vF9uE&7;rmsEhFsF=Hx=tw=({Tg=b&J)f~sZ3git7_M~{wHFuL0S+8iYdAuOC@D{U48+ zP3VdiL)bwJ1C#%_V#cTg2VrAZoW7uB@AsS^GB`h#l9a++*!yIZ<t*0{Fa!~stZz%s{o3)D&6cZotz zbbPm^@cZPp6CC27)uQ4iLXR1pFq`~G z7UL(ZR&){>9UJ%FDu(k|pxjX_LKe2HEqPUGoXdMd?HWpGN;&uiawA^**l7MamQJmO zKc2$>=ylVRnYIm7re_4RWb*~J@5m@t;#hg=5d@>;_!MCZLDtiE8$Xl>xq zDcch3j(e*wG$L->MLQ*Lpb`6i?u5KRk@hkRy$9z(IMlX%HUbrYYp1EnX}tOzT}wYUw2V4sza|_&=2`mav09_k@ljN&H{L|D-rAhNBDf5T8dgzCVE zGoDrVtT4_5fKGDatNDS7+)7S+bwoZ4wRAS@L3i?SSpJd*(K>5O3YK_Or&US5w!W}d z32jvq;1Rw+iyH3DfVfBEa?5SL8L-rn%hVRH_(9n)E``5GjO3w*E?@QHJX?XQCLU(9 zZ_I()M~XH_*f3l!b})sp|A5D@f8$B=^P+ai_mE%V^R58!4iz0(VQWU~vl3I}V$@J? zT~2+Iqgy^5d&apCz*5*=8tlZHMy&;`ZC43}e~mRZ#>kCNN_Hur9QQ;Bw}h-$@_jzv z=(wFaq2nX3SL$WQBOh|5rO+T`ZF$~dPL)z}367$4KJtO%JC1*ebdH3WKsqVI%(OR+ z^X$pg>YQ)@jJRvq0Hw9)u#E!do!(By&#Pj=3Ojfg+)O^#AQ9VJmr}0>(>4I3ZgnVA z8TqX!DuEB16c=xM!f zZ=oq!Ez@i-90?kV`wXu2hJkq5k-n$x|bAMY$e+xLPX?6;iPRy4 zo%)aV@_Zj^xDe*Vjjx%BxJj6T3MbMUY!x^wqeswt^zk@LyiSBO?&f+#dkHsxo875T zr-R2$Fpn5boBJFcAy~BcYuU7W?+$=1^ZK+~f$&`4hSE}QviE*g%#Dm&jkL$gLGHCc=XMZ}l3!SOpi82l~|KT2U%Me~SSmWfYu zmgn{Hg_m~l&F<7*;Biy`81Dj)Tvmv=4uUbhLmgwQ5*UNO#=|hNZ?3$_tyPMxzl71m zA(C+>n*PJvvZg9(7jPynZ~E={1{D5hJZX(>lt0^8>e8sShu4_mg*~Ks1S-HV<+E*P zlwqeJt`@s=P0|FGTyVS$1v>$uRn0c^SFm^D08@LUnT*PC2UK)Q`rm=J+&$8jNBe#X z03jVZSE&sn@u&=DM$3qHCFglHw$;7~?~Q^$U2mXV*PDjgMo2=EZiJW8ICYjej>l>H zrI8m@$4W-3Wd)(gI>XYz#|Fo{<@=5ov?I-e?9`jB8Gp%jCsIP?*EfHo%70`7V_IRTir_zlK_c>JFnIj@4)IBd!r(8C1aPdJde^H3G zRj{82Sh8x)Xw9WhPTre*d%QO?ywQPCKx6pD=64d$@4NyCIibkea5)oXB@d~=GPYzS z?^a(9+iV7tXD)pIBDdLd;B6C%JRu z)?uwI(~or@)rC{Uqo~VHZ@rGQ@cy-T zzRU`{P_5M2cKj8+am27qr>-`^9LUZe3uX?iI40&UZ7YRPB9Of()78SxL~9G=KCwmE zQmU;*y4WUc841*h3@2Lb>B#Ic;2!#Cu-0DrgI_WHMCROws{0<-^k#-9^j+|j>+V;V znbGrc)B=Y&UWChf=f;s)DFkD*yEV}fER}VovHz-SjiV@H(jGEAAd;7Eb%m6Pwy&RBg z#;Fr4H9Zo$xjctxI(?=haX;V0V_3f=x@9ycxjlF=GXXy>qZPk`vR)!8BqmtN%Tqnw z@!de3Q?;KOQ(LD#=x>cwH6A^`^4);arXGwa1@C9OWLa)GEQ1wYS?HQyR_*U z+*Gh;cu(wVzA-7QfJ!E_Z`91NZ#HUe^J7jGmJ(Vlbr9;G9)HgG>RJ&T+aV&^jmI8X zQ6C63KHc90jyq%^VhP<)6)k(V;d)~CXCPNj z_3DtXV|1^2D$!*2g&Hew6Nltkir9_FJ!|ydQ8G^U<&M&+3&U$BlEqgI*bq2af|{!g z8#fSn)y7)TDd&Lb+l^Rh)rVfA+cl>|DyDV_q{UC@2%Jn9ZsGA@_q$URW9|bw5Rg#a zUl3+6s7fkUaV~j-S-zcz9Sv&iuHi$ZM$wZo_^^Vs9?-`L>7tpa?vEx@K@}X;n>Gq@ zyJJm}&M4QUlE92_4gC|lyG6gb)mVrELwiHYFn*)Hf8eXqN%O0@J=%jXO=t7mvytY! zdKZ-8@ve3rQ?zHmTvnAV;uqa*nf{ttube2KBS?^$pz$mX;;ZEzMc3;OB83vI%=e5B zp|29~MkB8i?wvsBmK_%o^xaZbZ8to%Ru~50)XHR35m#oZQH6lpHW1$QG_4!4bdl9k z`Ika;26of%nm&l+gam@>1k;MkhIynsY~%P%i5Q4|)hv^T$- z;6@OQ_dgiDp95DA44`8(pob1cdbk*w70x(2Rj$I(sp&cj61u&cSJ2o0Flg(pYv~~P zpZsiXre0#-7DB24uA?89#Z>jjkM4THt1zufdqmKiTOH^}I<8v7GXlW^JWyT@0#E8Z zX`-0S0d@3Y$Tmnx%B!BtR}Nacw$gd@mkfC8G;Cdqjr!#eJ~r!c&q3h?Me9xHgr2X* znq-L6_nR1O_Srg>5f_!ks z5owPP>YT#0m4CS`0)Sa})x^O`GmGVekJ0p5;rpK_mQRQ+CQV{ECNv-;5QCCQ{KIs9WQ!%wrhNyx81?P-IcB_&V zEOACNVQ#0k(fz(trxDA$pgq(G^fUGM1tIwMcLwFN(N0kR73_9bAmdpm7PapL&*Gz2mAOyKXS{+!yPWzWNqw@~B zjeP~Bvpr65V3;f0I@m>lXKF_ik=$)zImWKGqCT*nPfu95iR$w#Zg;1HP>$INchn(v zQcBj^UO~$-%3*$|HAM$LrjZ>}*>=<$6o);n8rC~cSbUT9%P;>;H;~vjLZyP2*#oxi z0O&6Qix(wm_n7f-Hze!^Lw3WQb0fnY zgN}CF^Sal9WWuT=LL}bVdjwA0#udG6O$2mGRUh(`JgPo(OVX3qa9ZY7O+D8;iC7=5 zan`obSrBXoI-{QH1rjTQ`JcRyc*;KlX@Vc_aq0-PMa1en37;#SUYzLgv+){r>QLut zvP(~BP@~qNne{G7d{E*WD)U~o&Z6u2K{tu-Aj|0YgYM=vM}kofkrD4nRbO5|`uie% zd7_P-7kZX({)tsj^^o164n6}-vVM|XRW$t?@j~Xi>)Nj6(yk4i$YGc8&B)*y{xC`@TzB`nF2pKecWIOpeZ0sRIJ; zt@gaSWOIRc3D~;H$EL;1{<9SFyN+K)XR$rqy6oTWlMc(*i@)5{IOm#_Vbb+8q+kBd z5I>X})h*VcB2IT{up$83Hrg*-^GWJR=yr)o8Z)XMv7|olvDj`k(>1E9Z!K%ndjE*y zuzr@hDcYfoXu3)ewS!bi*}CU(7Mu88S9c|?tRBa0L;7ixUzABNeAUEhh`|w+IX%e0 zgnmv0xF^%?jm+H|a?li^HG9dJbSsIAK`e|KJYJl`5JOw23E1N8|KM-_=Azi3S);0e z%s1!lJuJ1$CZV#|F)vOSB>Y$bPg$eHj7r&R;XusN7W1v|=`lCoCcOD+Dcpt9OG zN>wi5R{C6dLR5ek_TrJi&BED$RZ)z&yEw7-(=@DfQrb0@l1v*lw$OinlL(84l~^{< zRYg5&XyK>o?+y3Q^xuT>c>H759q4p;wwq(U*>To&2pq)tV@{pxn955gi%(`qwmPW# z7v-wd=h2JL6=GhPKpcI9{n)ui5MGBU%g4NMeZ4VNzNAktZaYR$9tB9!WMH`2vyfBMe`Ia9RVm}fw`bY6wGcwNLs@~@qF9xDZ60}5cWZRQ zR1DDwwR4pSJehU!9EFLmWXvUJpR_YJtlG$tDVh^_EqZOt*Tex~inb=GA65PTv|eh% zH~}N#P}d)1kH+&&#&%`Oi0q<}5%h_QM+$FGPsyz8#{0W+%f5?TKG5~eqaZ+CdzcTY z9@zjIk5sBX6wTyK_1y4iDi0c(#D;?|uJkDL?rShcjha-?jlccdeg`ER?EZqFzFYhs zUc)iFfc=Puwr+uaGxf3B$;z2BPX)snt$EAuuq^#!w5D#&3^TJxHZLKG@wbR08M zhETDoODx;erRq%KBWrbSzhp6M$+GtetQ(jzHY)nT9IXZ0A}Dt`&JFcqX2lo1YYz_4 zf#LS-PKh8Kx1~6@dMFB2bPwee0D;PM*VQ7Lv$tzQ5mL*$LDJs7tFzCwfk;xT5~1SE zQ@)AzlpWSTi|zOtjW{<2EZuW*g>WV!{p4FpTKCZ!4PI)}^vz0u`ocj)<5X@y~bODyjJ`Dq`!zd+Tb~=H<)@{Tr#+1!w+Qk2fFo!QrBpl=;>v->*E{5d z4E0*V@FshpFMG_o1W!X!iOH~Fe2>M8(Lns3jh(6o@bL~Wn)FD;%pDf-(#+^JZ3!1AosrKn`xN)e*(-?A$AahDsKZFx+p&o?fT{n927|$3?&q9 z4x6lRdOmj&@=Zp45?0E1GljGU_O>Nr62hR&A5x2c4Utnt(oB~RD~eY|J_w{!IL zmfrqb)K4F*LS1TASANzsgqXQvoP9=vT~D8x4nssUuVF{1sddzzPB&4WyAR`p>AxEx z>^qG8{v%Rel-?A!z=I&(J~KV#H#)w4PL|HlZEe%tR8QuqeHy54bRx7{WaS5S^;#

    j|&*C zfXrIN$eJx5d~sJZei|jnM)QpNVrW!`%AXauQBbuFHq}GOrK0mH8YCBxViBoPeVu9N#^zEF6CW9KnaTcQ; z0R>glcSaDVoa##QHfeL%T<_N(AFw}aGj`@)ysK|}^t`xAl&Jr0*zD9K#mS;p^-qPi z5nG82l~&ts0~KyDA}{BW%EK`uKe7tY5IP{6NyxU*Cf!68hG;aXtcwK(<@;%|oeqn| zYX&5d5)^JI&bVjnY~8^XhoHCQyg%y#={O6VuT_Ls{SA%>N|f|EcWv~BMMs%SQ?$K4 zJGWfLneMAIkE#d9yN3@teZRAQ$&w?qRr2tx+rX;am;J&a=7q|-v^Hu7-4`6pnahA! z&!s?I)87a<%Tdqv;0=nlFFmu{j0v@)02RRDy}{sQQJ8#vgf2(W+Oqz(pi+hF23V$U zuDjLuho%Oi(#p0MMPbcfReu@kRqeh!TGe&7c~2XC?4SM%5GVwk989|TXHUO1s0)Ts z@k&E1X7zjYEv7!Tm6A`b#I4k;H{YX;XZDQ8&~K<&p-SSjsnt^Ps%jg9`Ql(`Esr=(G{v1Xdh{x|eCx(JAhk=`|)R>|T@f62=SHZ+IKd_q-WXPeopyy$H-2tO?H!DiLLg($J|g9WF+ z-P`Dvbb;BYiQZdH>KPxYu{o$)xDpDR{t{{}c~fmBpl{4Z?#R^od2uI+ZwD`0iU&`# z6{k1>kiZ_N`og0k+kr)#m_7y zlR=yx^g>CLiL!L~@!gaf^?!8e_E6_&Da|KNjs!`Q?LH7)OXez7HwF_vl!2|1zREGhmVdSRL+im6y`frwSGV(w;BS$-*+Go4S z46Jm6*81kEuu&tz8=Z_RUOVOE6n(eVP2{~!nh3#8 zKK~RPKj0s&zt+2`=aH(s7j{*+kDYfb$Cf$~0`WFx1#A2kV#FmK&ZtT2GXo|fLaBSJ z^onsjmV>|TS4ah6oC2l@Wo4SaeZ2|s^=gg9ZQ$BZoy{*|@I5IUJMQ8H(y;GLh9$dY z{=aOu2!OCJ!!W?QU>IrY;rR&j25n2c;yj^z+tGtTHrf;g{|{IhGid>-4SQSf5G&th zEbAX(0=Gn=3eSyOQlB2i^EZo5Sj!ax!C4JeQq9>00fqc7BQ*!+U`s@aRiDEYE}tse z_)_o}*G>*^8}zrq{7cZKHgP*KmD=GNp*r*or(_IhkcJ2g#*)=HNmN`uj7X86FQb|? z=;Cdgw0u?zns(y}kVb&P_(bIKh!TGYe{Z;@Wh2I`e&K_9%&C-vkE3q~yMGszCZ}mM zT#;4Y^|*CFEDd%K9eVc+BET3#HWQ%Gli9suVsGCZ3P{Z{EVbr~KmJr>rB~#>myfHw z9{ub-nO7ho_BihXxR<)M|0u+Wo`4X4yp^>IbGFL{JUyrfVx%=r?F>SR} z@1J$BkF%z%MR&x+-VK3v{#!EqtoZu>4E(?6$H**?%zsYX70kF6nPPSpLq%&klF{Ft ziUjVI#`b861^?m^sk=5H?p6!jLqega8Nq`Y`|k%Y%kjDTqrck$#l`L_stoh+Ovsld<89eK+XEp)vl@TK|k1iz=bdaEHr zke0V`NbK%2m+WO7l~{3(j%c#W>xWy$V+2n|^@Oxay^1ITOA$*-(-hqnJDF3i0{6yn zKIAJ-$3J+{*~8OoEvjEeBQUVaqcpsq}omTG0v||2<*_9L%6`_lfSCE~<+e z{d-;S-LGewH^V|EP6s(`pWr{{&W$I=0Yp6jys<1`S0bRJLk0dB%ux%qsM?+M5%Y)R z$5a=uh&eBW(UC>t0^;Epvch3mb+u^V4q0KeJAh11$9}Iq+%C>gAtr1;;RMhQh&>+t zvVJVF)nVE(?bdi4RVSmrWyLexfSwJQp^bD@jy%~_sh;5VI2L1 z$2Lbb3bia+3PaIDe+EQsc%1b={P-Vn`2VFg zkXph)fTNWWqVA5i0~)t2_bVa4Vzasv^+XPLk=6c7#~xJ-}$_F z{P7%`it^~upY2Rok#-2*R7Za54d`Qip(P5`Cx6}W@Oj&(ymF2xS5$OeFZ}C5_;|>e z@k%j6cEc1Lvr#wt`S3m|avzfdoLboVa_Z;&wWTo+!nZ!j9T_mXDbuSL_5R5GJ6E?u z!Br{-p?z$^&nL%CzJH@-@)LR$uvAm*Ox#keYunOWJ(V$Y;XbQqlhlcHp8XFIniwz7 zDoxm1+hiXq$`QT2TqTAz&Y!S6wpsImyo*e1ZSUTT9}ga!s@Tm7@TR1HBu9Rf2DAxf zm4TwNen7|4h)XtFz2woPa>K@7ci!Ewt=N70@hA&e63>Wdn)Pr8LcoE8;2&JQOXIvU zbFX1c*jjbIkt;MlqG+R!ODnn@I(xQmMJ39z0vVpO3e(NK4i_}X`aO+bvt%xQE{>&b zZvHp|jky{AdGJiehJ5!@!hB$DyX258*sQsG{q>t3%0;d2S67yv8P1>R>wYy+Avb$J zH9W(Zc2YPsw=(wAfZw0GPFR=5`r>_;f-932yqfU6|de5ISt5V zw7Hc{!?Jt1(d6ir%c7=?)KL8!fBt;tVq$kG7xdjjF}2LuHnW-6$PffS^M-Wb*=$TYYxxCZc)RXnjE_S}jmmW;q`Pe0bG4Iacj(phu z<(paLACe0)ZK@E>?sq>a;{5n z-C*{mfZm@SbI(8Cum0Peah2*5M-UclAG;Vo^L7^D*|0pjHxY}xv{D)!Yby8&bv$>P z^As|S2N3nmvqn93kI(pa`zm#NG)1g4wvh#o0jb~j`=D`KpR~y8-32!E-|zkLHftNJ z38+}F8mRxr>Yu#Q-JgOq+Flm-QUSQ~q4Grz6x~wrVbtFx#;aYiJ23I5Og=x8{mu^= z4Y%G_=a!Y-kUj-ni+GRH@tDVC%Br`5L|DhSb0T2r1xrTs=*gVYHkKqf>VqO3pgr)g|99(+ zI39^YR``S7={uOtnZ=FI-*NStX@qNDrPpMdxcB^apAOR;T8!q*1t77I?&$!`vA0=2 z3x`?#vfvGiQAcBd-*0K!e!Z74*`}`}N{k=+i8R)^&Ii4b>Y{np- z8IPR^A8JM|Z8(?h-A3N7ho(mJ9L?F&ktJN=fNot{v89t9w;RXp!&*rz$)-wJEZ5W(@Xg!{JNz~s0PX`KqFgiaHCMy69 zV!*x686AUe1lDtSTqRGM#UN1xk*xQ}65jHaa(s2j`!qmj8Bt5ee_O*Pz3B|Pz0G~p zH?%q^$tur9D)4h=%utkoQadx~?rswF`N)Q}{7eNv`0;1A9c|V(BLtXcbz(52bCD3o z2rmmtH`^XEIuX6Uq(tdmQefUM{r;Ewqi`t?yEL-dom}6IPkISq;ZqKP2xrJaz`{dI z)|aQpI*2C51R1&-t>o{0q3uGE=hcRUY#pH?py!V*f7BjmOa&;rQWKlj&iVMpib+%d zjQ5;S zSyeC4d$)%eQRb#n_M>0@1w4UOg!Zy*s0#b|K(^1ABIpP2Uyp4q{1pE6Z#kp!ct&`U zR?^8|0 zhgV<=hM8V^Tj-T<|0wr>(aTXbnI=I{-aJv!cnrgCfCpN&Ufl+&>I?*}IR~GRc}K0# zfuC1IaH;v7*zxDd2j8ciO~gt@=BNyhzVCgjJDhE0A9>(7m*O_4cnWOx!N*413Cc9v znXoiWvwDzvxs*E+5LxEws`H{LkxxgfMl;b&49!=G=e8RdFGF{Hu#xAc2M$vGTKE_9 zh9^Gc#vEDYoh(ajxab#Y&|gh8dfo$e6>>E;5{-}MGEbB$afhtu!)TPB`erWku={)W zHckr-ZvBky!o^IrBz?-{dmZlES_3EcNRJV;o`gvBID^eaU4ZC=(V&O400~O8Bggi8 zBY0i60dO*7-yz^}-jGn(lh$J9Q}X1~Lm_{cc_M8CD-?|K$h#QE)W&i_%-&QPIez{R z=KY1YClLyZ8Oleme0faE5dO$OgXuZyZ8B31*@RlqBNU;JRlK1C-pM-%@9;`OZrSX7 zI3DpmOYpia)a}gNF8`pXyXlC@DFU|3R!n=<>&zUHZ%vql&xxAkrsC(_0{J)9V*wS1 z#xc3rCbRPw-XFOrsu3crRP?KM|32(vBh#oyG;i%%^Q0?@ta|&pmsGSC{5lpu%EpyOur^k^OT@Rs+^hg> zt!R%qM8{|~Q*4*5{8Eo7OG|7c$jzG4r$sJaoiK@TP0APH0yP^uJJ8~%JU&oGd`lbc zV)Jn6iif=jR1gGS1p$9jM`YQ`_BZb}T<>GieoHfgzjE)qMr?TpfMdM{)*8okyp z4+{)(bpk3 zAARax;45m>Mw%`i!2;^Tefm`r!qbbbK13^1&C33YTzpxs(qLGn=dG{z_jNt{%tQ{~ zbiw%dwbo#P!;u@IA|_kAcaHv<-kRVlZ9K-Yn)pc0TMB*^Vd)vW*&fmoVlK0x8eIhV zz3E1FWp%Y>(!l76eZuhKL9`^o8MFP$9akzhAsI>39duZ4k*ZsIRZIPBZIp3_#TE=p zXLt?~rW}o_xuK!6UheK3Rq~A2+`e6}vE~Ub9=neZ4dx>l2_k^f1J2l<#C{U>D&h6B z3Xpvw(;W$UEMh8i}c^U1%G}q70T>5KCsI964Ez3b1(_wD0B7A9hvK@KOBPQRN?}nb9}3} z0ZtN&2fwOzdvyBQKyqGshh&cX)!_|ttGE-Fj8YK3wb;bunroDsc6e~&-qffoW;>4| z%X;9xlw2Gept`bMj=Z_tgOmQ7n;&nMyE@toNRty+7k59cS?}^~us+#c@}COuY32;iTTEgBbn1ZZS*yB|3HuUabf z8gsuWvKY39`Oih3?f0U`Ep3rD6Wv+j4?!C>cdQ6`kI@HvBp>9&Ic65!b+!BDFK`r&S!QoQm-A|}3QevdHA$TUFL<0b9@$Q| zh6;3Lptbszg#2YuLUI`i>@FIR&PLbg{#ROh`KIHb{q>JOrR7S7$Q6eM8>y+r7+$0x z!YdK)C(rbCsLQ$}&Xl zYjS#PZ{~9@Qe?D|zOgSp2@7Rdjjldp{V%F#g0tVIf@F(IBj*D{dV5d>0M-hqEqi*j zrDY`B-qAO?pH!`H=@UBaMezL@X!@}*Y^T0GIGt~SBW!DE6}h@6t%>c&U7wSpJK z-Wp#2`QfF1p?j10F9LwPxy9T?RgHL75oIBMeldlNt~A~qA(6J^Fgq`46&Vgd#n$xV z?+~-VKTJ3O+*{58ho-dKo_!(oH9i(f!SofG$U``JuHJKkdUUwW#TN&ibA_J@T@Lq4 z_8a=SoAESQupfMikWYi@ z#X@!i!N$7(gT4^uOn%^-#$yHWDaHI}SRoI~93ZG& z^GzBwi^OK(Vz#>=NfebJ79jhoQG*A)yg0=WD)}(HQMVyceAcZ0JPYprF}b&jnFihW z5dj&5<=3B}cz5kq>fip{Y+s|YK(9Qj^e6K0-eys&eD&WOH|T)d8v1Y`S!Z}bB~q4& zx*_Eo)Qyi?tCUmgVvU)in-{6g33}26aQr4EBXNIeadywacE>w%4z_rb6+C~45R=h* zFh}z0?u{=;-d&;AuqNzUz9}nlZ2$wk?u}OP##ke#?6?TInjh2zD(nr3OVbfcaeV&OT_!_ySLs;H=3Gv#u z@99Dmk75TcIL(W*ZlOdQ^KMk70)0E!j z0 za}Od74~gC$R!913zwW&gZ@#Uu3{o$d_6#4rymO+Xkj7X)wn!`vr@5Yywcjwk zELuOEEe1j-ri{0+66s4fTmyBfaQ~}6vS}KCga=DU2wvOTcXTF3ku^I(gKeKJI#~rn`J&_8E{!0O0?|rr8IO?EX3tSQ3)4K@eEAW3G1ZEwr`Cd@_s^~2wRJ=6J8!7d;8e1iT@v-t;U<3l!QgM zDYDH_j)Y#qRvKEn2w_PY^s5X&R4gEE3HPcebd@NKriByf1^UUsD z!3eY#Ypa)h-`I((c`%P;pUi(GkLqd*UC4Cvb5UCyi4-krkGMm6lN2>-=<D{^4=kv&FS33Mn8k}yPy_i7CWccIyBZZ{IfNYXeG4-*rc{7 z{djj+R1hH)=`{f_lXLXzS@0BfR;(J>6y}jf0?s;)IbT^qELpi_-jQ49W-LaPX&Je zu)KZUBUKIqSsLJ=JP(P2o}7}`Pi_vN{y`XvmO1v+o<12r?Vy%GMZEG#xHcYGAfB(_ zf!sNPh6W$YrQF{BCcgI#`4Vj`ZoaYo>kZNF=pubvN)w?`9zwkEAscEg_HD~|XlEcq zQD^+s4YA=Pi^|Imu4 z;;|ck8wJ)^%D(MqbjOc572&K zm;jYq5duusSHqgOOEsmb60r#R;=QT(3e9R8NGrAZOshcQJxZg)*?1Q6_=RYxgErMr z{|B!~qlBXJ17-_K>Utd-Q7d~sHc_=o1?%934 z3v1jC59DNN{#q#7y?#E|H!y4ZIIGQAjHv6>aJXuYxcXUS@V9L-umd^(wj%M}ACU$_cczhT zS@9F(3+w8%PwL}4oiwLln$yTC3~XyRQacw!t$v~ldAt?0Gemo)6=|6g(-lsmZ=i0>=xl?1i%mvXU9JCSMFvHKk=(VEd%>XRPnzJ~gkXv>apC^*tbhWc zlzoDeUqN?iQo5+e~pEYTuhwa(70uKZiI6@B9Ws8Ginj+Z7Zbt;r1D z%6E?W@A=OY8Nu@3DeYN@2dT9vytmq$nE)%JopTOp)VoT%8~@}2qF z;OtXQ3|3Z->MFX+&&O+5i4z2KNVVGTd75Iq2Q!%0?7%+LUEiaU8nV#ic=4bpO~&kI z#NL~_DSXJ+-JvNhs_6Hm4H9&b3&LwKWxkc*HsAO#Z;0tgcuh(xr5qC*nA2P&c32xVbt6=sT zupcuDXSJBY>FBawEMcNMPh%UdiVw)N!r;_qOz@lF?W9?s43+CKirn9iQ4E5667U8E zSSVdzFuj{v8`kf)$&lL0`9jML_{mZFuox6AY(P<9AgtEnk*-s^Yn>zl$~FZ{m=0M0 z@gs)5_rQyc3a()B$)LVuGLj*d&yNv3HX=xMqgj#d*ey18-0~!K*kVmwb5JyRyBDAD zf?D3laMfgmSZ4=>A5hNMabLMSyW+JwB*?CC9KECPsKtdt0@+pbvdDb(H{oEPwW%02 zq&VvPDWs_EyBZREIks|6UnZp|<$dK`v{3MFJ8fcrtaFR845y_tXs}C#vlgFU1ni8rP1Elg3@_SIwtVI2i(Id-=?rc>M! zCHAU8{M6?7UMFc@vrM<=?befnVh=?w+Mm_BdKFEol(+!O^ii1_W*N7g%+z~*)Qx>{ByZTDm`#keR(|-YY{X@R8R5h zA`nj*GzN6HNQ%b-Dg(|cFU-8=9=1ft{sWP+qb%KRE{1LQ*c2hHio}jRG$~pvAvG*B z65S9o=O%NojVEp=Z@$ zZfUW-H;9pP*9H%l9?Q|O90wC+r7N(f<#kuMmDA8lTb3(7l*_dJD`)tIWFBF-%oWkx zNPesm;$kM3Ow#AmUAuTK9u=I!3fE%JDdK&m;xMBj>-3c+%@1vX6Z^&IJ|`J-8>Tqs z$%jU;qn=*2@&8ODVl$F|-Vt}&*tXtnw)VDjNw|JEKIZ#5ZaHF6U{i#iH8(3c>QidY z8xN1PF)8p&)vy1+R{?ER=RgBYqw)0g-JVC_Q^t_TX#aP|UtHb1-Y&CgD(b`O+EBe< z4k4E6@%u^m3*R^uI4}jg(-uFg+zL7f3al^+^SJs%=mv4$W;&=j@tJS|?{i?QM%XLJ zC>D8WTm8|#yCAiScpC1VbGxvL^{!tP*x%q4X_T)%_mPr?v;5V%g}5Z)A%MRbNq_i4 z{fGaMsNOH0qi!`-fFbP)u=1LIbpsT}dBLvvn7zymW0mm**e}?r0!^{C+{HZ2jeJn~ zAjFCPr3N8H-6;QO4MK@7`-h&a=b$C3O6#mg({(RUHF>(-50-3YMUl3nmbcAvVyWw} zBTK(`3tV`k(Pk7zt@rs^DUjf8zO+w~x?k7hi(;h6jzh*c890)x#|j9vJzDguvrsfIQlt zd*JL3SYILVn*c@X*oSArRzp9LbeN$`fHDsTnPtE&VHW=LIiS~jAG}X5=IJ=IXnbV( zEt8SK34~Rvw46d&u&Q03&~5QxgXpgHq$Dmml{0?XlZcF-K%H$-QyS(x!aU#@ZuiyQ| zO3fwRFysgsVRW9H)c4{+&uYu=T#eP7xIo1tolmv_0}R1HXqi+iLTi}CW$5<)Is@88 z;}(2S#S2ta=8y_plX9=4W>C;knzM+*XJ^@hbhw)>v<~W*6?csYQfny)|x#)oXA?J05Ek4>&D)*Q3}-6p=Ge zxp(Y7Rrt1+{#~fF6cu#z$n#Ri((m)i^G|``6;rmC#cs#WKz8beOQ}<`Wk_2q?u%fO zLpWjd$3;$V)#IcYb4#hJF-k*F0O+0dCe(|>se=TXGG%CFy1SMj$4YT2p3g0P7e9m` zTfI}0d=94z0NQ7xBqV4n60Izk%$b(bszdLPt*Jp~q|Cgb^u6^wm_ooX8MHtJ&V%>6 z0;r6XsaUNBu+Fn!C*CaSvRMMfaTq;>!{Q1UN{bvR^)+;CEHM3rAhg-Bfpe@+$ihPk^;q52$k;6lJ$M zBTbtL^8)^NQ4Z}jqT0O>q9SHRy~lGq9wF~+H`IGey(rpQXq49a{4%v;_ND;=x3iE0 z^H6fV^rN*o3k`eVc;cl7Xu&~rXz8wOL=js|k zdXr1S3pMcDFn+Hk@X0ThMBMD+477Xg?abDU!+){B7(yCNW8{J8i<<2R^LTDzzbA+4 zMPm#Uk0>J_zmyAy52`o&i@;JJf8_7T&r2T(N=a)f0N~{rZ8+6YL(vt?J93;RDTVkL z6hlqX-5xklc6dUzBz@&ut&^0wGzL6AGkfKq{U2EH*uL>#)^bNQj5@@99ycVp{Q!*% zjey7XI;sHPGCZrr+3^{_*TyL&JW<^@Ckq|w$nualgL|XA56L@7Rv;1TfSdsbOe8OX z=w!)KTU-%L4(`8iT*X)#tE*rqcg?1utjs&(d2W5j+0^s(K}b9zXE`kqkjGqVQT@Vr z{Fk(&QPaB`1=n0{<1-yB0dCX5C8@Z$@W|n3APH-kqo%^4#zKfrz4($ytwmMf{x|Sy zNO=`GN!^V;)Qmr&*N)o(KhD4d^A;-vws@{}ypp%Gt7#ZQY7Ya@O}AiRf}iP1Cu|Cf zZ%Z&UbMz1EH%;!-c|HZogvm#Dg~8<2uW}xPZ=rrdOOmSk0?z;v?1_k1krN(RL)|gk z!`OT9r&o*>%8+j&Uc_(f3p`KMF&5;hc=gvO3Tm7ZG_5}~FEk2`?5-{fdhcBH;go}`tWL0*wj19m1YXmdDLRtY{K z3yWN68jTF9SXrwa%fVW`&)n|-&CC`rltUZ=lyGF_-4RE8k*D zdZvxMFg%c_2Q&gOH6l=I(If_}9`#Ni>P$btL3-zvk-Ext_5 zS&zgR9W&G9DeN*#UrR(T-HFs0^G*-xHCvYyOYg4>?(r;-*{G)3GjM&iXFR^kZid)? zfI1GIFY|Tn;qwuPv}BAYbYH3;Y$kr)L7BU4GqFEG zcYL{UQ$~_8|MeBX4zBdBtT_$|1KO98w}F@#byo{sDr>3U&ya&fOIlj6+q-t#Z$gOh zzpS{BRN`wyW2*fl=MUy$u+c9zsFcDQ4SD0Ri9Q3!Fn_QRU!J@5z6*^Dhp$+!FBp>m zjd0+CTsKRGv?c>kz?oF`>yp46*800a(%uG05VEl7@RP6~9Hj{Ld-zK4hy;I%>SH;* ztnkYpaNDS?lb3ELkP@IMKxK2s+TnQ-I}U+ESYnP3(Jmbt;g~>V2N6 z%@+V_7hIzNMVp;e&c1r}q|j0U9~~+^n4RtJ`J40COm(GjKz{N$caIACANUY8D*Ev*Nl5+Y&|T4+IVN zvS!EU+vL?K`TBPN3*Z7f0Owh$or;N+3o<^-`2_i;7;0*6rVRbA--v7UP^x-p5?N04 zkr{Wr0pEVK%5y=Mqu`ETu3j)C@vOnYenq-)!}n)2 zch06e-k`mr@`(85PEBsJY!I|y2oO-L$Zn*y@no2Q{6i5HXs3Qw_}Y=@iqdQ*pfIA9 z_0C4PW?VnQUD}=5aeAH)86yYY2;{lbt*aLnkHySK)g1Bn@|aov6g358V3f1@0RRT1 z_iLsI9RkLmaY@Gx+a2;_F^d8bQ4y|r*qVJy#pAVS3~(BYrdqmw)4XVy`3m8sM z8;VKmUF<|iAG@*XL&{mc4xRA)vw@3l8{ny)>`8zf0$Q1z<;oV(b5_%g68V{bC4M6H z*fhZXaKwV}{uqp{?3^!ms?b!BgR? z3-7W3END7O0lXeGID?To>zy$m1zRlvimR30QYe~?2p3|kbnr2#w@<1;pIDw$)7_Sr z2kGN?sj#*1q0~2PKiMABh7jw%<^v?9WF+pINs#s#xrdIFu&@ppko->fQJDiZ03J?w zBmaTI<>>W?Ewx(JyIL$E4g4!$1$BQ(s=xPS{s2^DuR7Hj^ZRlaM8dtK?xY6ThAu_fk|+wagIc$sQXtV!4tK1mjx z6vD_0VdlBrzS!|M^JV#A?QfYMMoX;s?RRYOJa)wBFuxzN_FMQ0Og4iupY zJz#v4?HE)(whQ$1K`b%3ZZfCc+bJ$1>by^4BTS+AoI<&7TH%aFd=nZYQOK)ucTa1^ z_6mQLX&dJQx4&H`*R2(Y)+^knnL|ou%9vxjyJh06vQ3NHR3&RP0?0GPAGUPWeSb%r z9+c1c1ALk*dt#JhiG@4sd0JP7v@S5D;Z$J3@=k5-%UK+NA*%*8OM;eNfSI?!WQm2= zhV>VWszQtRbO=qB!DnY!EO6I2Kcb0Kcikk4P;*Yv%lXm=+S$LALH2bCVnL1`sh(}p zGX8{zpvC^Kdbln>PM{zfX^GQp?+Lpfy7?~nyE&wx0BjK;X?i`^(NUZ#V&WR96EADt zy3uC_Ap#{QyYI%5=^?dF$Wx^E;s^vc!P2Fhte9TB*L|N z&Y(m;o(Vr9QAU51@i1YIvbzop>b=fAF%PTVmDT&B24;5W@>mDK%=N$91iL*?=P7l^hM$gV|&Cq z%$g_EL-(Z-ivR9Om27ifNg0EZnfy83v4SU`0s(IndLWKRbsyysE8X%Q;NAtsf7#{b zaYg!k3Xcw^HxqQ*arW-Tzg~KrBnXBZE<^y8;g=3vH2JI>8jsAa@T}9FJ4l-UBn)(! zbYQai@Q0vHqX@12DZF2XuJQ9>(a-unq>j$7QjjO*YbU~PKuCr9VdHCSS;D{+IMzZJ z4E4~V4OajZ>Fd%_@Zi%(HkEl;6dKU-Ls4lGR#8dQ|7iRbubKa;2jvbSaqp<(sta{E zUqn^Zt6lM=>dTj4W~V)~=Y1w2_0O;BA~`wU3rd!@U?hWQNj)d3e7CRkfv?{Fh~1l$ zu)(9iSlwXDTtx{C5hQ8DHFMqNiqNp@ywtU~)!s92#;t%bRYBp1`f_FO$PkR4W#bE! zp7!o1RZ~OucHH(KR3XW!W4)&?n4uF-3sWE`mRwkr5Zj84QFpf%dcd|)hqeJDNq}|B z**WFdJLW9qc>YxV{gTq3hjb%-+=&}TiVCbTLvf7~^mc<&^_2RNU5?7Q)^v)m=w@~0 zML9YB<_98Dk<_(pn_?Nypbs=Cc)@j}s$@zCa~~`^8QpvPcPjyCU7<9 zUs7o*P!j9??E1#SB74Jo!R)JmYj#EFW#9u(4Zs_e(s$Vz8Ed+4x8|lesAbeLT963~Ghjn-9Bqwq5quc;8`+f{(CUv-*YMd zr(-#xYF@1p*h^eB{g!imK}kb>-FgoKZvf)M4#kr!=LTdD0o>^t1x6a^pLs#xI1rztsJLL} zzAY8L)Pg@@^*u~@>GgF!@U2J@#=xRpq54sVl}Gb$9i~oc{e*da_l4ZX-FOft564Z< zHw#;j9pN^hUJLno)$j?vW^MjKQ#DYVj{LC+#N{iwOP-UFQYv|AzGgszAZ<>&!ko*( zOM^Qg6q(m(Lg;G!ZytV0OqYOLWprtU zG+Ra%>70Z?8?4}V&)O5vLK&Y3{~Wkzy!@YVbI3P@;3Iivl2Lq>hLum7bYA5XQ?VMo z9;JP@X7~ZrR8&ufQCQQ<*?>AB>x16Onnlfj3}9z&3~0f5Nq570map>mo6UDsdwa#5 zuC`vO9O>|1^LmI|Q#H2$n!4q#-$#>YoC3;&c2;g*FoQHpJQjPOP)Ks^;#O}MiP%D& zg}2bBXIWaZ6?~BRlcT;>~vTqZN*3mMcvuk!mhG z$hH7R2VmU9?qkyI-6=18B|Kd3RKvzk)LWe!HLaFXbi?525=S~KJx|3gf7$qWJJ8a7 zF?%t--HSV+;bSq7utO&J1Ri3g93%3GOjOee6?My*DBp~8dZ%C8JMoV|&PgQce>Eo4 z8FTk}o7%C!lfJ<`?2~TXYnyT{dupKqSvt4FSiws-te&qhnZ%bRjcQA{Sa`2GD_v{K z^t#!AqXzj_U3qa~1?Hk7H4(;eFg?*l*tn=9M}E!>M$+gqKDWuwu47CGgdEHlneCUA z3^pz6pPge#_cB?|)SM%Cop?&miBZwkUcFD9E^TS-Mk0TH)#PNG2|Wf51CZ%uDw-!A zSMunsJgx*x;H($VkUMTK4VBp~1hO}_a%7z^#qHeP41_t%x8(FDx)l#9A8nEB>|!o# zUo0)oxrO#VV$T>{zxDgIJru#rB6uEgKwCGM~FN zh6Xx=nqEv;E3$2+ylA5w8`kQ(7g$n#RJFRdq<-N&vaQ&2qvncFvcmvlCcqR4icPnt zE%v64cdEe&CI%F@E6G%afPrK*YXf`n@aqTZui5|LiJHJ#doVg@uY8+Yu5-WJUhz&( zHfg9jCZ`k7roPOb*^F_0^d-z?)=~u?7yZf7 zs^=-~0lhki%#8*tn&sh|Y-N4W-mC%VGq6^dUQ(DPzxY)}$CUQ9+L6?E_Xc|gqgrC! zrM=1|kT>P;zSO#Iw$58>Jo9UwM(%yt1E}RRM*W5p`lgF?l7F^?wtb-VJC_hFT2k6l zP4+%Yr4ws2nbb=|!%TD@>iPU^+Yl0^lFwm9@Yo?~~kFnWZ1f5t?0d|A#6<#baj>mqKOK_A{6 z6mn2qD*ZIFV^|DbK9tqu2&15IH3_fDB zg|&Nmc#bvSmh}N*S6@3k)Wg(vwBgbr-9WXYbO(R2OasFG_|k;L;sf%e-L=hGsHs6+ z@^~!JydGfV*gIpfD8u5!5-aP-QxPX66IE-W2!v?LUoP|KGfC79;IVkf(&bvNU_UF{ zC4A3^X9)pn>81NJa2|{e@-D9j_ifyFpZ5dbGoOn-x|ob>t}7q6=#zq6EOe9(9a<7J zby_DUoL2tedLsVzE%LWa%+Z8}Y^^H}a&l)brU!RI?se5?6vAgr<7~s8iIQm zD;{O!f@4#9XVUc$FO&Xqm~5GutSwK6`bOANcN?1KblR+1@R1~-@%LSkDwQfC-7Kk5 z8hz~`(Ru6b<<*tj)(tNA2bAS#r{1HEgC>SYB`q_wMCIsFsqcudxHq07cFxHPPizMi z-5Siyr0na|Q7fsc>rV&y^7!AAF@$r{_3A&pvMM!CE28DxA-#hmDiY|(o3OpEpN0zURcUBfoYS>D+BXl zP=>ip1op+2>}Amx>J^rzR`pVdG2Dz}!=Avx!23k^p7MB6@sXeYzT6(2#@kvpIWkY} zVy{%QO`&KJ@)eAc85DZk(wPT4q55Iw_61dG>3Rsitzmf2`C813jt5st=U35vfz;nI?a#iS@Oi=b~Ea5j(CrG5pG zmnEqx!-2wzbv$NOqZ+eZBJoQH9W$CN z)-WlLCFF08-6u7|Je(#gnjZAV*GOpUYhaU5$`EX>jynflmZ;z{m)$hyS$;~|U~(w2 z1lU=nxt%YHsaPp25EsE}23DlP+vrB|hdQfi^)?U94U6kn{&_EnZCMX;42t=xXFQ7P z`;okrYu6|FVv|W?dbXFwWv+Vg8%5AW;?#brM58KvYXwyDj6QeM90m6W0>bn~<@ zInem~_V)m~b3@=FrDKr95+6-^8K8yQ(CpD4Gr_ zk@#kI^5W4*hmiFfA(hcZdZ}iD$?1NsISd`G7?BqULtsAA^vIT2I5iuxH@o#b2PD0= zxM>&CA?N2`W1|sQoJ@5VE;90pdk=b6t3mc}*$sFW-5E$gM+^w%_ZAkE$im2`e9jjV z{NI;I3|Uk!-HaXKX>arT)5t=D`gLUL*@4DDJ()O*cmF8hG2wG+Si{hIL)gz~ zjB(~XP~<71Ob)@{Nd4N7E_HI)q#nr~7yrLAFkSZp1mG#`{Vx|aOpjBz#2qW%!ad+l zFGqBocTfjn2fP6eY<^?~#=T;Yay$)aSvw@K7Crxyi>86OLRaoNV=J&vDgjGnT&<`p z!?YN=Rn=k9&|!tLt8^e^ew^PW->^N2{23Pw932kzM^ag0dpBXfnM8MpCK}Y=Chjp8 zaX_2`FqF_|x261_RGqMk-(4su!OT&nLFjROcWb=?*fuEtIMfYCRDkCl!u8A5jP*pj zY2t`0Tv-PA$HVPDHLo1VtEpGH@5wtMBKoZZYjc_6zNx7=GvY>D%dr6Pg8P;;!?bVe z)>{+533fJBeK*I{Z)dTKzb=Ub>NhAmD1T9bg*HX8%&nOdJp%-tfr?Mc4Q& z4$$VZVu4<`(N=Xr5lq>*9hnDTCl8oKD-|&J#l8Q3yEgo9VMR%qXG0!ykcG}MLz}h8 zLja3vsYnm`12%B!pgW~RWWSB|-!1N;z&UVa#edp_{Wpy_hIIe{ diff --git a/docs/notebooks/images/rocketCsys.png b/docs/notebooks/images/rocketCsys.png deleted file mode 100644 index 95514827a54c1f098d437ee4d89c6dfe23a923f6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 30327 zcmeFYhf|YH`0s546)6^al_H4rqI9AnB7z_yz1M(rsi6b`1*Hl|=tKnJk=~?t3@t#E zNbe;?IwU{{3FN);d4BW0Gv^O@&zU(hWJq@Q-uv3!Yuo30?T6<&8gw-5G-uA7q0@Zw z=*5{cR1s&+oGraX4WvBca2W;uo%Md9@$gL95a%lJ;{y1>vj=C+R3=;@+fV_&FMB>Q z@ji2gzU%aJw#VZi`!i?!Xf+=_co|^1Im1xT=^rvjQh-t3P;T~7M{rfR;>IJd@)6Hn zK2-g%{PDs=&s!|L=RZ9*%+%uiY;@iEByo1K9|6sny{hS^=}K5lNjZwdNhBp^M!q$C zfnIzuV0YQ`y7mVFa@07rRW|`Yy}@Q zwWX&k&L(Ll3H<#NoD@cs{`*zHIoyO6_V4$6>IzoT|MJjTOBw%{o4wt(;=jyy-yp32 z%kb(;QNvI83ugYVtbt9!b*x@8Jm*ZAw z5MHB7Ce#UXFjG$P_1oA&fl+OHDTt4=T;xFlSa+jMDX1f*xT=sogr9T}Iu6S|o)iIZ z@idXj`nMW{a(ajA4==`it0DCA%qFP>Eqh|>X)_f!_cm%+TIvJr-9xbGI&59ckfKP? z;oR|hFo$%gW|Gf2g{^p{t+YPWa_+Zp->6Wi_Zyr<;%XtByMflkD41uw-pfvx2>H~C z{uKARR>(gGx`3?O4k0aURHB0Ulw61|F}zo>4MGW+^qM;^=#cGSQB5nsqwBj(2ZpNf zc=Nf-OPq%(6n-VFuaRS+xJd>UgUt!%n={ls!K9jX6}GuNiq9#Z79V6Xqt>FU2&J4f z-{dT7Ihb_C^rxuL&0p#_vhX$dWyFKBX)r9e%r3QRQ)LJ-GWSB1IB+pOhz(ycx8oL7 zs&g4D8yx%akv+k;GmwE4dY!k%Xw2OE*$EZDdGIcRSQWR(5}Ox9Q4TuzUuC115S z!G{bUL#f|mZ444nOy|V#LAA!ZqZ&y9gMRbvVd>iJCT>I=211eCn5Zr+FM0gS2MH5{ zxW|$Qs=gB4o+tjovO`iz25R4vX={-On^Snw=70lqrIrOlR%Suo6HQd=Yht{wp`KC4 zU;G#ZY0lKQ@;Mne)a5$L+*pkWl|k!{4YDCEbHq+Qz=w1c@FmS~hk&(tIUGq;D|qa^ zLvnXE!rD3hn&54kTC|&d*IImXQ6TNx6Yi0kcXChDHha(y?XBQa+Ck|&^_1jkN%bJwCgplyP({i zjA){firf!*gGrTH=SF3is%osmy6lko=U$?D<~gCZ9V4oG@6dw`SLb4pB_j$;>#>T= z%$Mq+Av5Mjl!@{XHK~;k&faG4u&R5BbK*yhcBa{#j!nLoXCk$dWQ!Ux7bDT%(ONp1 z1}e;DZ6`;rBSi-4bC*hSUqMW_U zwnA3pk_)*?yUu5ISa~CV;fr$fnvqlVmsR}w5dMwIt9EOQoO^Lde^hN91$)&f}WaILy_zy(% ztDChRjd8ZhlCch#FmAe)_X;l7GK491=PoHoW&5apc95MaUMo>5Vd!GLSU2NmrkXuI zE5!x7dm{8_uPwn>t0y-GE5mTq5wLnMmZAv>;)R9n&qH04_f*%K#UX?FOFLOaPYUJO zg}7j*L0N}`t%Alf!KR1Tk5~`(L&>!p^B&C-q)dwUX36N)xub{#`?-_fdp1_bpYP)2 zPWmL4(GJ{RmrP!*qRRSmLU6_hzzk%r{6Y+t;;i0d#~UfrW}I5caQsZl=b*70k6uU; zh%0g@rjZhRzGy||W$E{tJD1%me8m0bd{K4u#P;i zF|p%R%;{>Bf-3S@Ff?rZTa;G=Bn%B|Qgx1-aBs*|vQaKE?V zUE!D#ISxfgKZ3?%G`I86Rbi_;jZb^N;oEqaU&~C$4^}TvF&-yMG+;itIqRjMi=|?N z`+a)zRy|Ee3Q(at{F#mp)9(F{CS{7dEzzVEhc}_G4g1a7bBoSGB$msn%D!*cP%?AX zs@idI*Pz&NaIenqP^PQWrYn+M2@Fr{@l>rFlH|WVn@#BPHhsXqebK|FfDQFPq@K&F z(iSmbSNbMJLTi8nm|Zf{#nE>1cr}QscHt`%^eUpNAV4)iO2rcyY|1ONov=E*Yurd5 zhOLN~qRYpxDA4MrX8R^UC6z~+Dmh(K|5!EoZE8+MVWJ%tLycx1@AdeY2zEP1Q7$jN zajwvIMfqf-F|nHyTcNt3B^gv2H5#1$FgAG-m^W0pB6FL$t(Ef2r6jWhbm|<=FUe#Z z-y2OK=C7M|`xG~(c}Q>{FSmhCO6MpuUpyw|LPRjBQPCkXMG#F9pQ!cbs!p#{Ye#YW>hbDBJ)BaPb&EM zXun#TIzb&Y!8>?QJK2?0fp(cO#~Y(e&86be4{ri(Jq~#i=U?_IE~(z zJBOny(b2dfR+}H;V-o**XtK&dYnGv)!%kF7)FT=qGb1~P@HtOFi<%FiRvYS^fLbvBL$GmVA^9*yS*OyN_y+S5+g;6 z9Q_mcOAIzZCwt5RLaLled)(OS(5#d0*PxZ!CXN$^C=8}LLj{Tp*kH{;^K!GP*x{>e z_as|-yJAsze*7?{eS7v}f_}H%s!u!KI7bK1uso0RKbvC&RYjUvwm$z(J1kJiDmobU zTK=4pgWu3REITBcD}?=ee=e<(|JFdyW#`^A==n<7>2L?(sP6&X9bcPE3=+N?$NLbA zM}_E~g{>B->(^?&^?+qU3Oa5m!y-kx<2F0-#iMctvyaIh{qLs6-LKV-tG+FM{vApV zwKXw`x>Rg1yr3;|%oFLOV1kvk=9^hDSm#Rc$~^GbpKZlJ^U)41NM!eG0=`jOYObh^ z%w7~RZ%F^=f2qwhUEq3gnEz)@h`81%c zGw^GN%2gP8u|_~Mui%bHA}=4ofbL?0Sk>i;+^jyn!bd~=$@vNln2qq)IbhYq<071S z6XuFGocQ)Ns0bHo@axk1_S&%Lk&dk1=;KtZcqTl^=j7d};M}vz7E1GUxH;j>VVekYb$oK+J*xvRi()(cYrJ zTnpAhHjc(vPh!L^dK!lxdOYFDlQ%W6cF5|@w*UEBhn~?5iAp% zHGK37G^_Gnf7sBPDcBK_l^&a?oRbI}txE3AAJRBZ`mmTXraNHRHPIju^OdOY-^1-& zp{3R-Jdc@7dBH1JMRGFT&2mtOoK;LwYhR}dXwaXvQe*a`ZNexTLaRIOO9fGHa;FYm z8EOq0V@uyah8t5TDBlV(g_?M0T$?t7RdIyd%hmuIN)&EgnrYo^mj0WeQ|ShE$R;)Y zS*1n-3fI*^f80%~Hf$G(q>b)&JjJLOj!B09)@ zlfF3&uceXdI)WPBQYzoR0mn!0H(U^jv$OXa^6G^(6_c_w2JK}$;%dcE{z`l6TV^;Y_1#7~aZphC`8;)xqhcRFH<@fc? zsjQe42a_>t`>#4nbQ^<9gpl&@Z~wU=x@7C$5{YOCbi-3h*M{FHUmBw8Hh9y(iiim% zMog$v$Q0qofw&?*&$WxHhbTOrZLB5QTd@TzM(WtWP+kT3ok*CcT6r!_!CO@ret*Ny z9^{zJFp&HACl+74feAQY|K#0Q@%m{YpSfHjyf4aLQQEVOm`*z`4$|nlRG=GApXki5 zn@AWYYmdf1l%9$qXWi@mrxTCHeBlrPCC5$ZY@S#xV=W6p4tExkrJ>7MpP3+pUmSVh zz&23UaMhq`41KeF>@fc2R%8ksIeAw!ptjyqW~}FCUhBLNR53I*m>tU{Se?{`WZQS3 zjJ1`7{Hn#~l(gRW;aYZ&ZZFJ&7>eAWXscSm^k3bH=@{m`=~>~eQ>h>SQN2Q#g@G-H zneMX8ucz{oS5B(DC3P=!ilNrRKrU8N%jIli%n7k=;K~<9{iqLy z9SNace#mpC+*e&MXBn_QUjN{6+_61$!AZINu9&Ibr2TZ;vE3tuI+DZY0pYHvqWRCq2fw;DeyLuk&x*TpXtftll*-NNOE&XhXm!RC1-&YwLETlOc&*?^&1;Tw{zxdL^=k}uzNg79sqXo7oB|B7E&q@Lphz` zx7y)!xnW�kK{UD7$Ny(x}@WdA~D@l%Xr=DWBfl3GSpZDtuO`^yKEvovS66u&b~0 zZ8;+m&BpOK+>PNcBj?mDxV2JK=6i5eTf(CXrdJBve&Cfm4HOx;wHVgzGOsSOMgn_O zlGnIVTiQi22II%0QIN`(H1Vl0$iekTb|DkotF*lu))h2S%S zC$q|Uvrn$f9pu=?zPhk{2^Hq~^mf4$?az*ZUY9I5*)>2GwAekC3#N*lk_$&Cb0^=^ z7v_k2n-HYa*6ERqk4M9?KnpLE{$|11Z&~&BE56rHGje-{F|H=e#PnT$ey=GBcJ+^O zXpA-YH`!uDa}f??B8QVvNb}WAO>xx-g>dyv(%NOof+Cy?kdF`S($A~=u5?N6wAoDi zOld$JRY*)?8FnFm4nr$T53LT8;3lD?{8bVbS$DpOp9uN5hUPF>`fJNsY_l>O5A~u9 zrXn1cLKEG+N7H>de+1_UhEG3TpOn>2)^MItvKUawfk%o(f_(pQKq?RR3{?>g9wy0h zu$!p`Y$>CSzLGoz7DITg(Arsl`PVpqGn6Lwc-d;meV*^`Q?D&+O|{d*Jo&;&^Pp+& zVt(-)EUNC|WXXaPRX+L4)mStQn~c#CopQHNzv6pM&W8>#x5fJ55EP7S}^2v$u5TWNm_!X zp4Hx62il<9hL~n(el=ftMzI`;3p7%>XOt7NxJ&N5Hh0+m;YyRr2?B*>aa`)WdJ%dY z(nHybp{Ve1vwU3o!t53H-SGKflmT(2z{>5}dK*iK(2sX>z>+6sRZ=>GPXi&7>6fHn zaAz;QShZ4Y_iH{bot~X-Zn72P=Z$rgx1IdD1hDSLa9%h0nw7w&{+wR*v73 z0_E_m56TkDZdl9{V^KB3rC+DIVYxbYeGI`Mn(*#?~5vgT_S``PNhN^he(UQ+0VlQ0WZ0La{9OkrzO@6`T(P_V=QrOE%| z^#7m1`e2hs2tH_H1mt6NFj>7l=-#sWYfW?R#f4ZneV;=aAYW+tIn^N8zhTr7PRaIPTFWKS5BEBU<#u(syAR1A5AFfYg>SH8zS{&@x$ocw`7_gz=~mkS4Niv zK_KYfgoz1}pQq_Ik0W5~em|@uDY8tT_b`0aErkI66Kr+~&^Ep$Dl&yjkP@*>2?Kw# z0i-NHcdhU$=ie&5%7D^zbO6Szr2txqn#>bkc~&Pt9r?`|!5AI^)c5xlpa~*vS>MfD ze@+2jp3m`^S3V7XOVbw+Vq_V+?p%oS3%l3yBob&I*|JE3OZ1yKeA!e2V@Q&~X^so# zGXZJu=ASb;we7L=LnB00=@X+l3i8p?#7Zt%AuBHHLBZXiwgj<@OzjtAatpaq*yZk6jDSP9D&rC!$ zy-^csyf`{&b0oX=^jYyW$7vif)PE+(WUQM7@RAoy1lpuXNAa$L2Zn$-$=yKpGd#Aq zfXt_V|A&i0+FTyOTUx`-<3L+X{Ot%6KSHGu6G7lvBfmzx{V9s~+nMiJOzf+$?@MwW z%(y#ow7-rgB?-`>OXXCC*SN)ws$9ofQXN=Cl}i64%dYmKNC%rDM}j@y$1Gi-mZ$pJ zpi)f73-401I`OG$ur9!?Yk~5vs&AdYNN>+#73{V9kAP;Ejg;}LvMKi_F+hbu|Gevo6oeG|sx z&+TLZ+MTnd>s+f!TlSBer^Azuqcq$GIx6{B4fKwORlhYcz54{{zqNR@S{nSW>#4>! zoVBFfQDG1P^y=^I((t=RK*34*3gBYu({5J9SFc2$3WTzSt|K>rlo1vp1i;(GQd#YP zpRW4*=t~|VWOMTS1cJrNT$zt9;qN10SEf_#aYO^E`g-|2(Zsv^RCUadsiiqpC)fBv z|{qXD10hNI_m_K$^112CsP#abntN7y{m!AJ{uoOEVe_U?t6@ z$X7t0)&5=AUR4=XtR(+6TQ+B18!)6O!LWnV1PuM3yxoR$f6ZF~56b;5^EM!e0B<<8 zOwf$Vh4-&Es#fW{ZfN$mmGAz#696<7kYD6)e(QhVv?c>`$u*|swhMOJm~N>4lNr}D zMVG0o5zpCY7Jce0+x4Bw31YIaFsu3Dc!#B~0OPb#10#zRo_jO&6#j0ucW!)|5%b=^ z4Lgz^b4|ny7&*Me$@CJPq1=v-xqbvMV_nJ`3YI8gHh}8%j%YGGzU2MMu)}9KxQbP| z`;yh$TSF*gzaB3C<(Y?k1J{1L*Dpl6_9fkd^n`Gm{kg9dU~h8!ca^Bmp1;WKLHPbN zk8~kG#>pmCx(PU&@0vIQjD{yPD6YhU1hh*lv?%M^cpB67}ks#dJc;?k+MSZj-j4rUv6;D5uT=yQ9j zCCGobm%J2_ic#{MZ!a-)b(M=8L{xpx1mAFL-0E;0+Y~xSp6RhPm`;|Be{2J<{z;Ba z?LH4TsuATHA#1B8^nO{b(&Kb&AjX0;SRBePi6f%V*b<>eJRh3wdyhCz#**u^*p|!N!-W>N_dn5RwSbRDqu(8#EWI`S^ zbkC*H!M3xQL>e7;!s)k16~h?r7PLX|D<%(^&1zlyJkZ2cY&JK0cTF0PST36AZ+4;+ zmHHh3=NTsJ2<0@EsW|ay#5bL(6ihB?^z3wZDxE3($5JkO&z9_Cv7{A|@eNJ#?>T@sKDm^h z`-(V~{V*>X&^T(dv4;$-~-})V#PcTH;fhTw&qU?cP%Zfg5`mfS~IyRu4%dOf@ z^3hfmS;3Fd@(~y?JBB>q%ropvo^Fr{6|D%yI9IrC z!g60_)`Z)rW(Uxt^FWAuHV`|ridYOJe@ZM{V?-GZ`QZuUM^J=oWtIxp-$aK#_ zwP41LXlzB#6r_3c|Pa<62+N@GQv&GGY0T#muS6?xHc;MnewvZR2B! zzwYPcGf5@%oJ5CQC4G6V8W*yE(-vf8dG9D4dWTEspstd~ar$*Dn5!Rso1gF)>NsP9 zm0v5hSa+;7&`x#hZB@W|H_ikiyiMQ_TD6>TJAqH}A{IxMPpmw4p=&S>NU3js<2M|+ z4>e7n1V^Lj3V7Drmx4X0&>wb>`cR^}iu8oL!MhakPoR)4f4TgDCp}%iTr^?1&CAy$8bOZ8p@j49+<}t7bqTp&plFo8Ja2!7$7ohy}aCQ{@#`^&$z2StuO zY!+u53RPxX3l)~N{00MkDVwX3Be)Rjs#3zc^Bx1dltUCWa zX{8%S`iLEd(_dHF7{SfnlTKrVQnWfu$XiJeixAT0++uFK^kttn2h?32w2S0!JJ^k}t@&fi+UD0S z@j15Vc$A)RJI(zl*q!K*==^d)fjo(jfDObr|JoH1K-(CfcAIvcS@G=4CXCBwGwuW` z8463c+Il!$s4h9~I3V{!Si!iwDj>ECYpYZkU`eF>sI9K0V+P zH^#V42~bfN!3U@={c0>++h-3DFYox{B=$!B&KrX4HfV(@panM>H>QA2&@X;NxP_cx zSm`0X-KW`AE&Tp?UWFa`L+rScOSV41V#h>Wb1D9qhV<2k!rl;j?7jiwOGSWr8a^J| z(qf4lB->EriByPcT}_Qks_ul9v|CP34I6w_%1T;@G&WubY#rp43sVP-hfo7C7_Dlz z^6|MU?p0Z1@dB=iFy9Z_apR$NNPguZ`9zTyv?Apfr@oABU(XP2X6BRA7~2XG2`KLg ziWy@pUy_x;Pim3smq(9#ZmlkFz1wHV{;_tEdVk2b|1ETM{Cc!LuMy ziS3m3nzYbK#Wb(s&33;Jm|vbd6Tl(hb_J_)*to)1CFUJgo@K@-3e#`79w>4v3Hr&> z+Hv|BXDOv}ojGi`#kN=cx#Y9)W739OJA#V^{dGwd{Z!3U(XHENR(TXT6u)aS>O+(_ zGH$A{xTw@V)8vm;+A)Scd}OL@cN|dC43$zw*i~9?(u*yIb_T50T61T2MhbFJNaqo` zX}^2}=X^VZ-j4BDnJ?|9KzBseVxLS9Ow8<_x4i58KGFvnh59vj6rRb$&V+mvs+dp&DOhipMyE*W za1QnC;1uhEa*nzvA1T>7?+Hr+p?+G=m>Nnfpd3B{O3H;(;HPb99XdO9gGRB?x&>ia z=@f2oBrujn_lBOX{h%N4e$skT?6|mGQu@we7Y(D?74f&`ZieQ4 ze^6upxsB;IKE7+dXlHW!cetGRXj*)ia+)P4wCHH@w@M3u2J-I&!?XjT?x}OsT(k73 z-1YqbrPWtnsXYEbgq#2ZTj}oxE&&j_2voq<=_c+| zD-?1^4NB1!X!R~A8*8Wbbg)!$xYzUY=*-*C#*USFB87!6&1mPXF*0Ac9WJfzG#cjY z1)?7@@Hm>7g8%@*U;s5dEdxSCGGkPjWSc|eCS-bd^^`FGzYj?>$+@kzquymcb zCAdH-l}^U>b}Fe$RTq}q_xh*8dKyb(8kdmg|FV%pW0wx9V=Mp9&m5m*QmzpSR`8n9FeM;5?YE_`J7dE zsUjrkg2Voah{0EQ$PVPhZuTB1c+THHx%KQ7yJ`OJq#Q`gducS2yYHkA)MP6N+Ww#O zwA!t~RHymtRLAbUQF;|)ef8u20KPFH4TPWjI{XKga58k%HFY@*5P9xZT8B4?6{=z6<4QQ=F#p6>doAlc- zYkdGfA^<`12dGXpkUserJkXp5K! z_SG*-I+JJL-Deuf$Z{eixPhS@oNH;+>SD%kJWVx7hFuj=PXkItL=Ge?a0oI~%F`b5_9+@2PyN435mQAjziHQJ%peCEsU$ z3#;46E!Be}+xPjz9}NSSN;acAHW)5D*1q~PG+$nj$2#CLM;0B7GxG=(APG@6qSMLE z>$AwJE3j-s+7wx{_m`}YP=?7n}QpQb!d zhSB}MG%$Chf@rez_g+E<;y=`u2p=o6FjMA>6aNd)nE&N!`-$*|1IBFGwZEj2?LV3b zP_^m5J|puVbp+5{9LMQ%!Yrliqvcjs%6z9D#)V=k@dBiXBmvA9gDxP>JzC=wXn(H` zAsvw4E5?^3cfUi-(`3qd92jvq$6Ew<$4y+(HPheIG`+O3zBug&(81xG@?YA4CJ@6{ z*X)ds>B)oxruW-=Qkg!2ls$5G&#wOCd+JKeAxX^VNR8uv=bs2kV7Q>jqGHMizFv%6 z0GjYJdPD;zW@_ zakR$oIE1zE1J=0v{cZ~R-8=13LrJ%^9Nqo5rqd}8>jU@KY-tUMC8eKTJq$dUn=tTScvs^K;9e#K(z4w)Sq$JWdLO{O{8%3`OQFWl`KP% z4E8LRKBm8fGzXc8=^=e9gPDVv%WktA@Sv7seOqs2}IoT7TZ-1W#N4;nm@=Y3xXxgq5_Dt5a=LJ1CEp-AAIQ%^6fE+U=%rWDgT;bs)UtlF}#dNd(74o z7=X9FDIJ)d#!8zFvc0-B`1RcYiaBEalrzs%&Q;x>1|r?#zFsPEUZ1^Gax)eeSx!^z zO?=Q^BS!5H26}KUk5yYQEo7QbZu;Z49qsp|Km$3DhDNca`$e$>KRc;(~qrh4aD18Z@$G;v7VZzxn^a`82?=4n@J-EtXNhwB&N|D_ZnKu zYJSS|*Wht?9D#=+XtA2dPi|Gb<~UyZVe6>^)ZE#V`Q6vPF)@&aBRBScUM4G#$IHfa zuq$>7KS)tS7d;f=O%XRG4#(Mwyn`Ckmh}KFONRoc*D3&duMos&w3fd05hwmDF(AW| zv6i(Y?CJ}Ji(14idkl;wnb~xz@?Trn#SdEEnnrhSxYPkR0eJYto%enZqP*Z!nvVb0 zR5q9~yv}1z)w@lY#23?1BxWjn)%}kQ)4}2$5h6q4 zrRmy85T=pyg^R|8*X(eZOp=u|5%Yn-G&4MHZN(+_Zh}QFR}TSPw35|oX1fQlZwoI3 z)5P#sExg$*=LO@=Ng!sf3gDaIi}akm+a9yc3JkBItDgj%Z63XGm>W3O5^oTgORe69 z$<_h!VPVPSfgnj79>BABLLnd{=KtzYO*8D+$P_+T%>dscyCSW9T`Su;ay1Jftc+6w zu#TD2HFV`7$p<mV1;Rra!v;|;z#c6DF+UN&Q)X6I21s6)4lI_zYxk35L*(EbCE&upN)*uH zRyEIW*1T|CgvIv+?Bc(;A1U-l#%(%D)dO-^HG=o+jNg+a#k}V?u>H51pWP9EeGPO| zk5;g`4p`jRfD%>pZ_B5{v9P}_kLnIe=20I+4O?dEmS$b&1uzsweS?_3otK4%UMKjLa9}UAo*b>?`6Sk- z_iQUzK5}^LkugXc^FMLfd=l>GMgUPGxh)rR4ITZSr3#QsWk1~ZyS`Wd^`^4sczHE^ zuE87J>OuG|{elAYI&TtL+l6-)ESqyvP6N6kgE$pdUnasQ#-7AsyP*?3QP!u zrb%1$Pyp$^5&^`z$=s0*0f1&d{|J}r6ALCe0Hy9YE~nC(l3$Q-{kZO=;3{S+ZcI)Q zxXVR)dXUKJt}W8)4m66 z=##E4FCdue7z9koErm~&(h>95)V1E#>`O#d?oxfkXMAEX16H-_$~JpY--*xk^B;WY zAGuKLUf~_-Vrh3e<{+|V*-Zhpe*ylbnARP&)Jryp17%#tiZ2{KmwIlJ=((~k&VT^j7pOz=)+Gwr#-BOlDW z`>Hqle{?B7aetm51F!P*01Ccw75l2!BY26U8Y$i+YStX!<=4#yW=tqDV&rN&-t@q3 zFE9kppP%5E-HEh)5<=zy?SIq7P#EY|mUt)uewY*^$8yM^OV!+A+}v&MO)io_>*pP{ zI~|^%)E~r*@nMw(-}@uaUhws4WPeS5(t(Z1HBJsEAZJ^G@F)w*r4{V%V=ea+{}t>I zu)9q(Bsl#_b!ggZ5pA-ba8|d%?_J{kb4CSzyuC=iJBM+0Q4Jjqkgb@J)U z+U<2Akc{d?u0E6+;X4}oB0;c)yKJxgQKiTAT?%#1eW{x0|1E!{C zVJ%Bs+qb#(+Af`c%l&-dc>W?NZEl-N!|!V3-89lxlLUxQuoe?1H=CC2KMNrqL$4kj z&RwTh*mL{6cf&RUh&R7XQr0 zQG7nC51R?4920{UN6MkTvnYz~N9sEpV4^Gc2sIP1w{)O9=q}Inh5(W5x;Lae_}X!i zi(0}Grj`|6C(;om`IdUh(epn-_9c!j_PpUFbFXr_8qx0a49Xw<*BGX@vb=}-wn6v- z8Dc`AubzM{D3g!13XZvG+&TBp&5IQ!r?Cal0B$PJA%|DYA9bGKWw2*fLb?(J6X8L` z-A76H9aTvi)p!z#u#NH%iORvaoy^>oJ`~U> zU}zgXaG<*QA`!0ewg2`CSP_=U6LEWOay}Q>nP6EZM&%hKt#I;D>1PdxB{@|BWrHS= zmasXw0s2Tcw)#0;uWYO3T{0E~VyIn1`M2V;(^6Fy!y6?Jis6bM2tk(T5$qr(1Yb<-4((}lLj{g2;s4Kvmpcu z-42=)*>ae$@Sic5)-ONgzFw%z3u4I2ea`q+m^s;uBz(Z2whU%BC?HPo?O2OaqY|C6 zAN6n~#k}m-@z^e!k@UNtJZnkI5PQvH#k$LKp9s*|MCmAlQxhCw|4Tn=MNXv7Hh{J^d^6msF z*i@0W`s-bigAVfkKLVbQ^#VS^=&xD!o%?kz%~@LFoM`$Ri0OFJsf(wlOQhExCd!T- zZb((rl})FeTUB_wJ|Al1GQV(JuAsfbtfe~C5j051v01^^-#dfOKQpkj1ZdG;p=^(9 zS;?gyP>CP{$BEHFq7`Lo1Kx_y1mbpBR>%S~kF=~8I~clpGZ?%Fnv>sEoL z5_=hNWSlVBYOj1cEqq(f>I9b>(>gRRlpMA`-!mycOa~k_N`R|YKASk1gk<>A@8?-p z0yy#b?c>Qh$F)@8#No92=MQ_It>n9TLM!n;lw<2O+^gkRdrTIKWXIj1q|>uML&20XMwIVpR9T9|kr!s7YWa&Ycy)P%R%BiBo$&NWvX(33dwR%0$;)(0wSi z@X1r_d3HudztYhJ!TXSXNm9I&&Dnvo@Esq^_&MXE$Iz7+{_WhFTNUcon)q98+F=*D z13uRmT0VEx*1d7I>UsIFzLw-*(PQ?tvMhK44=6|F=+88h0Fs!_C#7xyER}(1vbM&x zG%~I9nFa-RN9~8uR#Kaa-ZZib-~;x{S33EPXv^+gfLAYn+L+nqh*MKId>3&>>tmdE z#&@NOT7ki@dn`r)y=I|BLxm$QHj96LD6&IA! z?c<*@(XGyT=2yAXZ9NMg?l^#O&5Mcex*DEcswy@rABrf6dh^uO3DY(G8}28@s;vDi ziTadrqyyW}n?Q`Gu&4b@12)GDSRonbk?$b1FVc)cXGyvEo`Rdo*Aer25*NI`+GSLt zvt~wVlOB(R5+x{K>kFYjt5TUSA5M<7`VGHhRm^qp49uV(V%t#o6R2@k)zle1tYR9q zG5KAjZ8H-8(TlY)|D6W3;H&D`D1blMnJ}wgNcNNLkY@Y5@pgfp2lbR57=m)~sVTU;clQQu&)iPsF0)Ab6*lFp#;?QMIEY+uc zJw4TD7sk##-(I|=SeCpS@88VdhSH0P;B0uJS3Pqrs3@wNF)NeD@@L>etlEQs2QeLa zmX}th9WP99DftC>v1;;v4URXx+Wou9=`49TwN=(*Mk_HJMj!E3uK<%8(@{ZZbx@Ux zA*|;Vr-t~pv3yLH<`Uk^)_cJanU`qUMPX3x*)5-B#8W9a&+@8eh3(EiEa3`2!iu@Qoied<$+EACOiR0YP1kf8#~N-8yk4k+UTYN{ zB1m+)Ov5C0#^`NE7n5r$${JQOltCoKi(z?55QE^L>+)S`ABjccd@HfRU)Fjdt0Oon zSCVJW+46YJ2wOMv5gr9OtB@_(PqjcLOq~$O%gQ-RZ3+Yd3R-3P@zZ@ZWj$fY-~9o( zXaj}iJ3isi-z!Shulm*^f7gQ86kAxrL6>KGHHTokBhMJ#A4W!) z%WsDK<#ft?zJ%=U?E&t<6+*QUoCrqn&!~8lb2q*e*A6w#PXK#Jg<`9H@>D3vqk61m z%Xi`;=&*zQvu2LeGKY*wup;5x;HLl&VVunsd<1vkIT`b~b5s!1alw>9WrJ=i?neC5&=EoffE_5P~zm1wmaRg5(vX}ZT=d5M0_1ng7!U2|N6sN25g0~HGegF%OT9{Zo*UX#V4UZeX|wH|X@`_xD6eoGG>T$OO*$MBQA!fJ`o zgPvDyslW`q5j>wQ>-7cVq9{6|oCi>>@dKE&=jblNtPP!(4S2 z^X3N;P0LAvEFXhTgv*^m&YD;NijxX-uc7%}*OCTYjQdx`MgxBPaqHDsa89ObM(4wd ze6PiKi&0TPSKpO$vHyAMyN{jYgOGs-16U#Bv>ww6_<72hE>|`!2*l^Xtdhh{XS=z3+@_s{Ow7ML`gy zC=xm%U3#&AKvYCTx=8Q6BfTgD1qCTmrI#pGK}3qw00Ppa1PFo=1R+3Z(n1RanCGJJ zZ)Vn-`SM?D*8j_VBqTRC=RRehbN1d(8)GPJ2urOclr@66{dxh#^lU8YA$yiy4MPY# za8anjZ-1i$q;bTFDCPX+gI@mexRSu%r8cDq;%JoegBjJs-w}pQh=xs0VZr6g82!Up z9c;E(5YOJ{>&uro=9jN4FQaMX)+}jrSwgO<-)5U_cci*Dw!mxuzPG$k^iuo65(c?v zv2|d+Y4RyFvULoxP>8q$N4-=emswiP#G7VjZJH`NF_+fAdxyhL1mk9>;uF^ln;Ykk z!-MsG#}jH@OAeN|kyr1J1gG+V)`R4FNoW@uHH_HusZK?HOEiXWRxO=59Ic1ys@qA0 z<$H~!2Ou3R9^VaFT57{#zB_$yMEq*9M>gysw_YLFuwqR=F}F_N%;cM5U-4JoYQNg( z!3Re^URYS#SotP&YneDWyR_1<*OEq{DTY^`I2gk#q?khMEy&WYd8J<_cwIL0i)AO; zb&#Ufs~e>suZ+TzOx>3kqm(JUmgc;O17@}(6QtwVZ!2ksk2+DXP;Fg0v$q7B%2sj* zhlom7W2wIDZzq3UZf(;!&2*GslcHQ}j%v8QUsU!2ezIM2f9;>gajMx-;=5P&CO-CX zC$=J`i8Lc+nS5~?4?iT5F5WHHD*@4U`B~?Kjotqqdp-!G)C*i=mIhVDL^!nBwNJ;0 zcPrgiSc}lKxt(O}R-4aMEI+P_qV-)FH^w!i3=&I;BqJeLliN*>`|HBq511&Wp45jfa_!7T!sfM07nh^UC#esQ^2SO=-|?=ZcJnjR7DB zfo<%8WLqctn_1I@QpfqldkV{Xi@18WfP&@4+H)F(TdEHg;tt=Y7`?qE&NyB8MH`i1 zh6M$3!d0c8LaC~Qfl-8; zJ4%)PXN1htCVX2DEg|C^WFE2oaa`^th>VO95LU^Zjh5;YSXRfq72k~M+1kKp;<3bo zy%n^VI4qWRI-S)d5bH%j8@AMQc-*InwS2{_qTSi8=ef4X3G17hlF|$0lV@13OpCBx z^X|GKO{ItlSo{%&F`)a4M;XqWqy)VV+Tyi=oFu7T7H*_;yULB2J)A zGjQr07UB`^1tQ;t0vht&Ga~}9kg{L)nVg#;;^voR!u!wbn@n;&Ot^EecBUxsMd zl?zo|`=Ob>xg;gUhA7w0L#u%tC1Q{Y?kS0l+_JBiUnTcz&oEM&A2^8UXPRByX_})| z+F18v&IFlEn|yCI0BP1dqHtLna!Z8ZWOCxr;~$hNxv$w$mr;a1fU$HH_+3ktL;K6Q zT$y{Gqfb{hh?htJ#*Hu2-us2)B;OyhhQ-b|9? zcy1AWTY?Ga{+05BdmnY$)q8CBgjJ|{A%zR=+Y7d-HNSphpq(yaIk z)Azm_{0PMiju;33=xu zI`ZkF;{_?Khp1Zu4cM=_Tg!LwJsS?><%A=Fz=;R z(9bC1TJYQ^nP;U@blg1wTb3m}cH&$NNQe}QaT1Zn(XBPp$Bg99BB*M{s;>!Wect04 zmx5@l6V6wP;wrWNq@L1J#=)KT9$De5$165n!!%XJPbyN2TIQIvp%;aap7Y}oSXT-a8-z`?T%*~K_E>%+@S+BbF zPAN#WKrDQhyhljyposXC^QN17!LFWg*Ep0@wc)*KYo z0(CUkHXfMSRUJIY;>&SclUQxKt4TeuNbtE;E71m=xU%iBvX5$?m@qtbq*6oh9VWb4 zoW`FQ(wioxg}6`S9b6(j(CDUZ=LwdKTjF;=K8>0CAV^?P|pxsDp$7^N&=q8Q9%MFR0br_B7 zB{llAhtvdud%yq1HedExT6SsQ*PEiuvMkyk;rxd*AtT2OFE}{^ttT^4=2R>0*Ye@k zZI6dP!2Fg-XtT&8pY%%3Ola5($|Xjzi;eqF7Kr`uAn_^=`m3}qfudK^M3LV!Y^CjL zb>n7<3$XK1GM9Huoe3UXB%kwc*={=A2UQ8P#yp?;Cv1nXTf7ckpB3thHe1BC=I(`x z5Z<&MXMSod6_PFtHWh($MC^80UhSRs$4g}$>rj;tSz9{(D)#;3xi{gvmlO&L$@b8P zL^y1Fs8}hAvG-Enb~=)qQ{S>ltyS66o8c*55{~(rN{su~MIBGyxs#hopJS)8?>R)> z%!IWP7oc20{7S;wH$Dmg``I|cHvJ*J6HZQGo_aX>M#3x^^7m(B3jF-onc zUWetbkIy%CPJoIk$Ly6S8{On0RgbaBY;MD%JnP&dH~lsjzDbq%;#G~9__)6aUb-Vc zbk9qqaXM*&wKA{z)5pBp8^=G?^c{y!H*MsL^{zOJyL2PUbu&47NODYO9rN#o0c0}G zT9+cXIMqCj7wGGQjTZx1J~KBw)~Yqbui+4twmSndC5gc{3oYG3Rv78lEh#^&i$o@Q)z#WJvmc)l0)%)UzzkfTqRU=0sG>V5R@V{`f*n*m<)I#leqp=W`_5 z(EDTPnd$}2AF{8a#J0V@9`lqEIMD?5Li9?p9}o{%4L6axn@q+QW43R9BcGmnQK#L7 zwy|Gud3~d|{H2isQ{nE+&I7{^ty*3>^9}!jvo12H`&vHc-Ta7)VSH6}ilYbE`HAb$ zA$pz75+}AIlbb#6CLhKgtmR*jUs??h-U*L-4BE{3PhMG>*MqiRTCVRMrF41=ZG&_@ zH>xiIr-&`~mIj03TA$@Mhja*gv!9w#b4p_AT`uqg96WnsYhk@x3@O;RcR0t{wgGCM zW{v1C@0jmTYsU<}p_97@+F?!c^fj6a;_z+z1%Fi!bHWptAXl>9y|MOEap`)z`rEbk zLoZB$I+3_CG!Bu9K=VEiw9z3pQO$@N_K4*rz)y1YiDe8jtO6XB zI|mOUy&}+LTcP{Yc-o*jMQkB_-;qFg^4&Mn>1D`r@70Mh{m@ei6Twsbh>O<&M-il; zPj(L07WA8BA49zgpblT-cFAP1dSiUT52J~&3(Ou7gj+i~U3&OZ?ww4l)hd}2%q3S` zPM?2fcx*EGZ`<<>@C5RjPBwNE+?5s}8>*k!U(PA@%jC{JmOuHcW6*5txyiB6!<)~p zH}VWhrndHVC5u658Ze#pCXKgylt}!5~ErN=Mn}Owo>1_eLy~gE9 zZ9iP=QJ>zPHIGSn{@F&oz>1JUV#npH!(Hgp)l5q=p~@6ZHCj6}Vx`Xv$V4Bu z=c}glnHXZd&Zs7MOOlzJ+=zMI5zyEE>DWC>9x{QpG0Lh0yW+2CkAaL%v~jiDWzcPW z@brC8BLnHP6~c`os+l{I@r=o87;JsAHJlLF&6+T~=Rq$U)e3~jH&$^&rz%f9}^I`{XjgzxJA1O}=9jkBYjI(36{@nG#MpNyjIXhhx|-^SqPt^bBm~ zh3l}*B8=EHjA=4}*jK&1F|O|1UYE)ZiWhnbB$+u+%+*`n_b(eJUiCj z)g;eV&*M1gF|LJRvqi$f>(x(ftyOwXXQnfh$}OocsMmTZJ(>oM@IKnqS$pHNDhYhx zkC@a+2KvNjL2`SKSR(psT1bH*u(*sHfmE|EQNVW%m2`YNAX*XcFSXkJ0+ye_>SC^7 zfjV}_-t30k6(fPQHm|`*{lUOo_f|ygN9EOw2k*J@-cdPzg+8_!bgLbkw=N6@Mvk#D zr*AW@uu6IZftZfL@T%4myw@mcEDe0q%WVO8Ogb{Z890R{S0+a8Uq>?gtV^MuWVUOt zF?N)4qWm3+H>fFhsVW^8Po{Sho)5O-@}9TuB_-cWplDTyVLX#~fQbC)cJm&K=(usF zP`uvGG~QQvA|8pssIG!)6=^D*nNR`bD;|mCab$sZaY#dRtYpmqWhqIv9C*i&l4)ib zzf?VW8~fX?``0p1sH=oVkv*snlHLo5k$v5E5`Kymk>9Lj7eiuuDF_m;3R`!1U{a9R z{H+T;&0*o$}!_O9%Uw^%Mlq8LOS5W10}z!vN)L6Rh4er4 z5D0mUA(nu&q2!*gOOMyYDX=#ctWrek(N=||wx=93227uB3l$cV%Dd68Swxs?W`?v# zzecBn$}8h8!Z9JK+dNpA$mSWnFY)g(fKq+)J79ZIz&77^qL+$gd@k)dZ7F#?`lbTt zKS2>URQ=}q-=yt1#$O9@OT6{rFHz+e<%bKES0ujN!xd-%qfSR9t0Ptfh=O+Mn`3Hb zvkEXT`=)Msg8ElLPrCd7^=^)`s`A;3y_vXf5w4W0qdd<|{_}}rv;AIMWzP(5xmJ3{ zNh`>nkGQE9(*wGEF>3NuM{5vtf8-WhWlQ=Q=|~X@XR`;-#{}3yuUaxhP*vl8u(bT4 z^SldQ(y4a)neK`$&mZ8@OZV0V)pkXO=N8;BMDJ|*BTGi3ce z(0R$ziSC=Ii=_A z4%Y{#vUx7E?jhZ{^b#0bOlIsOo7p}%gKaZbVK-~ZnltD<*usquHl~(Zq5u!->>ek< z3$Qv>UGv^tInywYo9P!)8N5LGAsHmuiyLn{9e`4DLVBwg;AjDJ6N67qx`@%2 zV7>Ca=K=Xjkl%h$VoXUPGGEgIR`P_Q+tc{E=N9hEj|deap}ZnsN`lWh*-Yc8&UOss?ipUu-a+LlCiAEZEh<2;GmtGve`W9)^PFyNQ~ zF-=vtEy1IeH^ur-GzLi(CPTg%>0zY6{ml_r(9ig+Uhtp+3-%5fUUqRNuo+r2j%-;X zfUd$st`9Kh04>##2bl5lKm2Vx0-OXg{2)T}xp?IKf>DLtOJXg=Jy#i|{KaMmF}MIF z5->c^tyjP-mLUQkxT{JJTssP4lMb=NEUti&2iUbNR3NijoF`*~MCO0Ku@mj>lZGrj zQqr?1LJcG6b(NnUYuBJb53UsNKI&R+3v3pJck6IuOx}NQAv=D5EF~|XY`*Sfg=saiCIo+^XV=mBcy8JIo4%2ps9|~D zTycBXp+2yXJ}mF9thpqNE^eWLH#iAn+^)Jcxz+!!3atCxNBl}Mw4+g9A92vd0-D(Y zixHRsYj^DjPFaCRPAuVZ^!y1dTuPP)0QuJU-y)^L7 z)zs$Gy3+WakYoh?D;{;esOEd|kGs+vlD!6n!6!}n%B5Rg=P!Q*k+8j3ng}?^Ma3f| zwvxq+Y^1#XM=&kRtodEeo|*?;7qio8cbHyg1;8oOdbqPFn$s^z5Uj^%<}sY0{TeQX zU@Q3I9yWm9rxcXqUk=@SwpujLRe*71Q>Qs-Ld7iP@Pai+CE?XVGP0|Fe~S2m@$0V+ zM@hB%_df(z?#IPA4y>oyMv>TXNl1(cT#B7T3V!wYp?O_hXW!8}lSi-Q{0y2n-6>+| zdWQ%)%E-_Y^*fu_A}iEl144*OQBh2NC{XhGnnZM!&0O1FnLtj&K53R4{CM-1dSQp< zLpiYmW%yHBaRshqOW||f{=Jt+7!<#GqkQMU5WS)OJ`*VzNl`uxm?n{p2O?&uYfb84 zSBvG&RUV(Y(px`f1w7)V48wFj#Ag9^Xuu;!#B9KO{THa7kDX{oJN=3^)9$0iOge

    ;eohbu9~RWy~p`%BG<)Jlu@UCqwf)Tf7)oROYUoM1IEVSoenfiH(0qTu5_ zjaX;5eut-|gjt+4TnA-K^1fDEbqZry2M}h6`vrJnF?ert#>`zv6_Xj8YAX)cxfb0`@rkjc8;Z(&vQf+M#Ir;yHTwn^v zca(OOMekeGF+9?F#$1q9WpY={9rorL`-iScM^3O%UHD3riLBnggts>u13KzD8{B%^ z^p55AbuT07nCR>ZyC!WFDrFgEfk|nciZrTgU0}Eh)eDBTMT5~N>-PThriz(B+DL& zC_S&@#JEoIYlMFvxSy_OW3NGV^G-f@#r++Y+v!M|qL_pJ50t9G#Lg?pyq@yd+KJW; zLB14%myy37VdK#c=_6t}*r625&O37XGL?jmS}Hsn-5_H%qy=E<|uN*q9Ta-#I;VYs4g*HHjE!jG>lGbne0oya*+k z^`WPi5d^8iJdo@T$2%q)3#jVu41D=Jpr^*HJyKcm0*f=NM1*?{UGtLw3C#}=dUPXk zD4P>%$z1F)mCtWS(y1BPl8Rb~bMh%L5k5Sb{ilqILiN6cW~&+}@TgOG3X%ViHrBK4 zx4c-LfV9rG@jF#fd67c71q@c(oVd~DklOc()A*t#PP~xaBZf5QSnkbhLC+tYglnZD zD_o8$FbT75f9otf^(*guu(eTo_9u}CB~~xeUw|65@L@U{$Dl035N*L!LTM!z=7H=V zbz^zz5ujkouNMBRO9XQX_Q-k%YFgOd3nyIbPUs6IuCuk{Ja)S=JU67|TO^fMD=#b8 z#k^UNP^W0*S(BZN(qNCK4ZabV*X6gU9$Q(bOdthr36^#@ZfuHR$-6a#!ipR_8*I=; zcc>VYLB*OGvo^?v6@ly9j{06iCle$FNhW>ux&#YSXHPt`cwJmco>1|qx3$s)e|Z=% z-v7EDsqilX`Z*Z909AQQvMO(MU~WUkMGyx0a|Q{EA{&Kl3M?!hyvRpYC@t|9>8NH3 z#d`gM-nbCsrJn(E5(rG>w?)D5f51c!8UvEnynqz58_R3=q%C0p2RayuUEo)dReAJ}450#?Cy|C!9_5+E1M~BMe`-07ww^(&RYIXzd=LqJ zs4a0jcj{MjXq)`Y9LPTk=x9WCr6YF(Xd!_0DUmT$6S@0z$$Y=9@>tLdVlb-bv6H@u_yi@DaSCAQ%h%t@8I^8*2xU z&j%bq=If#y_WuT@<`~7Fp#cPPwg|VsU@wMECIJH9M~Ds5h$KjdL6VO@uZ`CE6#oUC zM_=*h6di!ReSiP>7k$S{{W~T>ZBGNd?Y^Io-h1)?g#08eM-Q-&(%(3W=@*h*@839s z<5&>%r=eGWx=u9yB#l`?dBM?d`QtA*$Yj)n2=YBjE1-YKPEL9J%|NUps4Yyu2_pZd zEPoIKkBES%Rlju-FMN&$>uKz(d&v={+08T%5ifFKA<297iCKWGR1A1LFI)}(Y`kRJUVNaehL z0t05)%=OLM&+G1H!@x0Zh8>?;HyOtINYtRZ!lo-Bu&#&uqk^M*elTISmnirT`1M0< z@yOBhI*!txS3Rvm+ywGy>Tj^puw9D-DBeyFF%I1C(d3I7MeAO>K^6cL&Dy^^4yH|B zfa01LXeTO7xMW;${TiM^A0imDj`HlESpyh$HZ~=gh!2qCkL(fLrRs}Te6h^%nkxQ; zTAg!g!xdVj9KVQB2dXGpqS82AIr)cEgh1;n^iCw2{+ zJTIAsy!;MI$pWCW(o)wLu7LM#Bo*9G>^4P3o4= zr<%Q|ZPM%5eKiomGEZ`7pofoYAQi)h-&zoiDB2-O_ON208w~4G4^c_0Q zO`>QKZLYwm912RGlg8jZka*yolIaOf71%H^lMUg)Q^(laGA+h48l|}zt@2q&(JY1t z>~4k5e`M=H&WFsGA>^{}jUZjKMML?HmzMcwfz_bv6VPhPu@(Z-nDWibO3klCd%xKz zMb>4VvdGLi?O4F;mFNiIb1;MVbxT8TxQ=_iHbuZI5(_iZ_EcH)Jj!6iz&uRnSqy1Z zC^>Y>Egfm7f2#jo<>%h@yzbXsAN^L${;bD?s7N|yOEDwzb6@X2yUigKuE4SQV93Tm z_wG!YbkDali6``ulVaT2OHSN~iYf{yQz(mm=Dk~+<6-i<7PIbmw%a@#zdqBgnQqr) zX$Y3S+~-Tm+0n`Gr*$MHV)HvAZ9aQ`;1f!)9=%QbnM zF<1%qBp~N0dePo9#4>d&gS&(ZLnFvfo5yjSemRF%sD$Bb2@6G1SY7|aC($}r`r9Tw z-xbX#EAqm6f5lZeD=ZUh_-E4hLR(k(bPOzUOZq13p6ZJmKs+lw+A0Df1nYo;Oc_ zdE{YM+T_=ea}8vg8e6VfNKxY!INYs{Dm z4bO<)Cx;Ty2#S1O$tz))wxpK)T3q!`K^eJBGQQsfF1aTzp$>c-+G8m=8A1Thak%$4 zi|?x@+E+>lJ6W|1(wCk2E80@4>5_1JY|b!iOLvrNy8h#pK)Jp3#-^{0n++3aQMvsf z>|?k$LgIE}^f5o;Op1M}f1A+y0i-6wVl?6MUJ_JvcXBs{C<{(o7w$h73*-u3?oik& zBh^0jXx#c#IsJG{slwjTIH#(PdnVc#2J+aqOq z=hmg0(zCi|Ckr-D2Ctr!YO`n|Lg%!lA=>Rt9q8Bk{2HZ#qg`Po@b47D+t49wfscB^ z=i7YST4~{d_nqVYg_BirE1-SYW!^n=_=(4HJ#bzuyR&f>Hqo;jJnOekA^`$mN>+u9 zw#0+PqD;eDUX1n^HG&i|<}{V3ZMu8_B3-`u+BE)%e65!Jl1z$tah(9#opM6(LV{yq zrfc!5lz6rbQSR2R9tl*YAF#QLMoT6&(dJ=O)^-p#5C@O|sgxR{I+A}$h+qn|VulX% zea@Bh#DM=b8#!>;L*hkP&47tq#UCRHl_DXHim3oJxM`>qg>9ipL|Wew2C|`J`loff)XPr3rIx%hjjQRAy4*->yKB57T-VsL3#WLEB@C5_ Date: Sat, 31 Dec 2022 08:30:28 +0100 Subject: [PATCH 41/55] MAINT: revert type hint and improve docs --- rocketpy/Environment.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/rocketpy/Environment.py b/rocketpy/Environment.py index 03314851b..8c6e27712 100644 --- a/rocketpy/Environment.py +++ b/rocketpy/Environment.py @@ -3329,9 +3329,10 @@ def allInfoReturned(self): return info def exportEnvironment(self, filename="environment"): - """Export important attributes of Environment class so it can be used - again in further simulations by using the customAtmosphere atmospheric - model. + """Export important attributes of Environment class to a .json file, + saving all the information needed to recreate the same environment using + customAtmosphere. + Parameters ---------- filename @@ -3523,7 +3524,7 @@ def geodesicToUtm(self, lat, lon, datum): return x, y, utmZone, utmLetter, hemis, EW - def utmToGeodesic(self, x: float, y: float, utmZone: int, hemis: str, datum: str): + def utmToGeodesic(self, x, y, utmZone, hemis, datum): """Function to convert UTM coordinates to geodesic coordinates (i.e. latitude and longitude). The latitude should be between -80° and 84° From 916cc50fd6e3b76580cff92026b9aa575f39012d Mon Sep 17 00:00:00 2001 From: Guilherme Date: Sat, 31 Dec 2022 08:32:02 +0100 Subject: [PATCH 42/55] ENH: moving fixtures to the conftest.py --- tests/conftest.py | 87 +++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 84 insertions(+), 3 deletions(-) diff --git a/tests/conftest.py b/tests/conftest.py index 298425648..3c4599050 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,7 +1,9 @@ -import pytest -from rocketpy import SolidMotor -from rocketpy import Rocket +import datetime + import numericalunits +import pytest + +from rocketpy import Environment, Function, Rocket, SolidMotor def pytest_addoption(parser): @@ -98,6 +100,85 @@ def dimensionless_rocket(kg, m, dimensionless_solid_motor): return example_rocket +@pytest.fixture +def example_env(): + Env = Environment(railLength=5, datum="WGS84") + return Env + + +@pytest.fixture +def example_env_robust(): + Env = Environment( + railLength=5, + latitude=32.990254, + longitude=-106.974998, + elevation=1400, + datum="WGS84", + ) + tomorrow = datetime.date.today() + datetime.timedelta(days=1) + Env.setDate( + (tomorrow.year, tomorrow.month, tomorrow.day, 12) + ) # Hour given in UTC time + return Env + + +# Create a simple object of the Environment Analysis class +@pytest.fixture +def env_analysis(): + """Create a simple object of the Environment Analysis class to be used in + the tests. This allows to avoid repeating the same code in all tests. + + Returns + ------- + EnvironmentAnalysis + A simple object of the Environment Analysis class + """ + env_analysis = EnvironmentAnalysis( + start_date=datetime.datetime(2019, 10, 23), + end_date=datetime.datetime(2021, 10, 23), + latitude=39.3897, + longitude=-8.28896388889, + start_hour=6, + end_hour=18, + surfaceDataFile="./data/weather/EuroC_single_level_reanalysis_2002_2021.nc", + pressureLevelDataFile="./data/weather/EuroC_pressure_levels_reanalysis_2001-2021.nc", + timezone=None, + unit_system="metric", + forecast_date=None, + forecast_args=None, + maxExpectedAltitude=None, + ) + + return env_analysis + + +@pytest.fixture +def linear_func(): + """Create a linear function based on a list of points. The function + represents y = x and may be used on different tests. + + Returns + ------- + Function + A linear function representing y = x. + """ + return Function( + [[0, 0], [1, 1], [2, 2], [3, 3]], + ) + + +@pytest.fixture +def func_from_csv(): + func = Function( + source="tests/fixtures/airfoils/e473-10e6-degrees.csv", + inputs=["Scalar"], + outputs=["Scalar"], + interpolation="linear", + extrapolation="linear", + ) + return func + + def pytest_collection_modifyitems(config, items): if config.getoption("--runslow"): # --runslow given in cli: do not skip slow tests From 49d4b75a13c652875b7019ba0aac5440e017349d Mon Sep 17 00:00:00 2001 From: Guilherme Date: Sat, 31 Dec 2022 08:33:00 +0100 Subject: [PATCH 43/55] MAINT: improve docstrings for tests --- tests/test_environment_anaysis.py | 152 +++++++++++++++++------------- tests/test_function.py | 81 ++++++++++------ 2 files changed, 138 insertions(+), 95 deletions(-) diff --git a/tests/test_environment_anaysis.py b/tests/test_environment_anaysis.py index 6848190f1..cc230bd5f 100644 --- a/tests/test_environment_anaysis.py +++ b/tests/test_environment_anaysis.py @@ -12,55 +12,26 @@ plt.rcParams.update({"figure.max_open_warning": 0}) -# Create a simple object of the Environment Analysis class -@pytest.fixture -def env(): - """Create a simple object of the Environment Analysis class to be used in - the tests. This allows to avoid repeating the same code in all tests. - Returns - ------- - EnvironmentAnalysis - A simple object of the Environment Analysis class - """ - env = EnvironmentAnalysis( - start_date=datetime.datetime(2019, 10, 23), - end_date=datetime.datetime(2021, 10, 23), - latitude=39.3897, - longitude=-8.28896388889, - start_hour=6, - end_hour=18, - surfaceDataFile="./data/weather/EuroC_single_level_reanalysis_2002_2021.nc", - pressureLevelDataFile="./data/weather/EuroC_pressure_levels_reanalysis_2001-2021.nc", - timezone=None, - unit_system="metric", - forecast_date=None, - forecast_args=None, - maxExpectedAltitude=None, - ) - - return env - - -def test_allInfo(env): +def test_allInfo(env_analysis): """Test the EnvironmentAnalysis.allInfo() method, which already invokes several other methods. It is a good way to test the whole class in a first view. However, if it fails, it is hard to know which method is failing. Parameters ---------- - env : EnvironmentAnalysis + env_analysis : EnvironmentAnalysis A simple object of the Environment Analysis class Returns ------- None """ - assert env.allInfo() == None + assert env_analysis.allInfo() == None @patch("matplotlib.pyplot.show") -def test_distribution_plots(mock_show, env): +def test_distribution_plots(mock_show, env_analysis): """Tests the distribution plots method of the EnvironmentAnalysis class. It only checks if the method runs without errors. It does not check if the plots are correct, as this would require a lot of work and would be @@ -68,7 +39,7 @@ def test_distribution_plots(mock_show, env): Parameters ---------- - env : EnvironmentAnalysis + env_analysis : EnvironmentAnalysis A simple object of the EnvironmentAnalysis class. Returns @@ -77,14 +48,17 @@ def test_distribution_plots(mock_show, env): """ # Check distribution plots - assert env.plot_wind_gust_distribution() == None - assert env.plot_surface10m_wind_speed_distribution() == None - assert env.plot_wind_gust_distribution_over_average_day() == None - assert env.plot_sustained_surface_wind_speed_distribution_over_average_day() == None + assert env_analysis.plot_wind_gust_distribution() == None + assert env_analysis.plot_surface10m_wind_speed_distribution() == None + assert env_analysis.plot_wind_gust_distribution_over_average_day() == None + assert ( + env_analysis.plot_sustained_surface_wind_speed_distribution_over_average_day() + == None + ) @patch("matplotlib.pyplot.show") -def test_average_plots(mock_show, env): +def test_average_plots(mock_show, env_analysis): """Tests the average plots method of the EnvironmentAnalysis class. It only checks if the method runs without errors. It does not check if the plots are correct, as this would require a lot of work and would be @@ -92,7 +66,7 @@ def test_average_plots(mock_show, env): Parameters ---------- - env : EnvironmentAnalysis + env_analysis : EnvironmentAnalysis A simple object of the EnvironmentAnalysis class. Returns @@ -100,48 +74,94 @@ def test_average_plots(mock_show, env): None """ # Check "average" plots - assert env.plot_average_temperature_along_day() == None - assert env.plot_average_surface10m_wind_speed_along_day(False) == None - assert env.plot_average_surface10m_wind_speed_along_day(True) == None - assert env.plot_average_sustained_surface100m_wind_speed_along_day() == None - assert env.plot_average_day_wind_rose_all_hours() == None - assert env.plot_average_day_wind_rose_specific_hour(12) == None - assert env.plot_average_day_wind_rose_specific_hour(12) == None + assert env_analysis.plot_average_temperature_along_day() == None + assert env_analysis.plot_average_surface10m_wind_speed_along_day(False) == None + assert env_analysis.plot_average_surface10m_wind_speed_along_day(True) == None + assert ( + env_analysis.plot_average_sustained_surface100m_wind_speed_along_day() == None + ) + assert env_analysis.plot_average_day_wind_rose_all_hours() == None + assert env_analysis.plot_average_day_wind_rose_specific_hour(12) == None + assert env_analysis.plot_average_day_wind_rose_specific_hour(12) == None @patch("matplotlib.pyplot.show") -def test_profile_plots(mock_show, env): +def test_profile_plots(mock_show, env_analysis): + """Check the profile plots method of the EnvironmentAnalysis class. It + only checks if the method runs without errors. It does not check if the + plots are correct, as this would require a lot of work and would be + difficult to maintain. + + Parameters + ---------- + mock_show : Mock + Mock of the matplotlib.pyplot.show() method + env_analysis : EnvironmentAnalysis + A simple object of the EnvironmentAnalysis class. + """ # Check profile plots - assert env.plot_wind_heading_profile_over_average_day() == None - assert env.plot_average_wind_heading_profile(clear_range_limits=False) == None - assert env.plot_average_wind_heading_profile(clear_range_limits=True) == None - assert env.plot_average_wind_speed_profile(clear_range_limits=False) == None - assert env.plot_average_wind_speed_profile(clear_range_limits=True) == None - assert env.plot_average_pressure_profile(clear_range_limits=False) == None - assert env.plot_average_pressure_profile(clear_range_limits=True) == None - assert env.plot_wind_profile_over_average_day() == None + assert env_analysis.plot_wind_heading_profile_over_average_day() == None + assert ( + env_analysis.plot_average_wind_heading_profile(clear_range_limits=False) == None + ) + assert ( + env_analysis.plot_average_wind_heading_profile(clear_range_limits=True) == None + ) + assert ( + env_analysis.plot_average_wind_speed_profile(clear_range_limits=False) == None + ) + assert env_analysis.plot_average_wind_speed_profile(clear_range_limits=True) == None + assert env_analysis.plot_average_pressure_profile(clear_range_limits=False) == None + assert env_analysis.plot_average_pressure_profile(clear_range_limits=True) == None + assert env_analysis.plot_wind_profile_over_average_day() == None @patch("matplotlib.pyplot.show") -def test_animation_plots(mock_show, env): +def test_animation_plots(mock_show, env_analysis): + """Check the animation plots method of the EnvironmentAnalysis class. It + only checks if the method runs without errors. It does not check if the + plots are correct, as this would require a lot of work and would be + difficult to maintain. + + Parameters + ---------- + mock_show : Mock + Mock of the matplotlib.pyplot.show() method + env_analysis : EnvironmentAnalysis + A simple object of the EnvironmentAnalysis class. + """ # Check animation plots - assert isinstance(env.animate_average_wind_rose(), widgets.Image) - assert isinstance(env.animate_wind_gust_distribution_over_average_day(), HTML) - assert isinstance(env.animate_wind_heading_profile_over_average_day(), HTML) - assert isinstance(env.animate_wind_profile_over_average_day(), HTML) + assert isinstance(env_analysis.animate_average_wind_rose(), widgets.Image) + assert isinstance( + env_analysis.animate_wind_gust_distribution_over_average_day(), HTML + ) + assert isinstance( + env_analysis.animate_wind_heading_profile_over_average_day(), HTML + ) + assert isinstance(env_analysis.animate_wind_profile_over_average_day(), HTML) assert isinstance( - env.animate_sustained_surface_wind_speed_distribution_over_average_day(), + env_analysis.animate_sustained_surface_wind_speed_distribution_over_average_day(), HTML, ) -def test_exports(env): +def test_exports(env_analysis): + """Check the export methods of the EnvironmentAnalysis class. It + only checks if the method runs without errors. It does not check if the + files are correct, as this would require a lot of work and would be + difficult to maintain. + + Parameters + ---------- + env_analysis : EnvironmentAnalysis + A simple object of the EnvironmentAnalysis class. + """ - assert env.exportMeanProfiles() == None - assert env.save("EnvAnalysisDict") == None + assert env_analysis.exportMeanProfiles() == None + assert env_analysis.save("EnvAnalysisDict") == None - env2 = copy.deepcopy(env) + env2 = copy.deepcopy(env_analysis) env2.load("EnvAnalysisDict") assert env2.allInfo() == None diff --git a/tests/test_function.py b/tests/test_function.py index a498e7745..5e56f12c3 100644 --- a/tests/test_function.py +++ b/tests/test_function.py @@ -9,37 +9,16 @@ plt.rcParams.update({"figure.max_open_warning": 0}) -@pytest.fixture -def linear_func(): - """Create a linear function based on a list of points. The function - represents y = x and may be used on different tests. - - Returns - ------- - Function - A linear function representing y = x. - """ - return Function( - [[0, 0], [1, 1], [2, 2], [3, 3]], - ) - - -@pytest.fixture -def func_from_csv(): - func = Function( - source="tests/fixtures/airfoils/e473-10e6-degrees.csv", - inputs=["Scalar"], - outputs=["Scalar"], - interpolation="linear", - extrapolation="linear", - ) - return func - - # Test Function creation from .csv file def test_function_from_csv(func_from_csv): - func = func_from_csv - # Assert func is zero at 0 but with tolerance + """Test the Function class creation from a .csv file. + + Parameters + ---------- + func_from_csv : rocketpy.Function + A Function object created from a .csv file. + """ + # Assert the function is zero at 0 but with a certain tolerance assert np.isclose(func_from_csv(0), 0.0, atol=1e-6) # Check the __str__ method assert func_from_csv.__str__() == "Function from R1 to R1 : (Scalar) → (Scalar)" @@ -48,6 +27,13 @@ def test_function_from_csv(func_from_csv): def test_getters(func_from_csv): + """Test the different getters of the Function class. + + Parameters + ---------- + func_from_csv : rocketpy.Function + A Function object created from a .csv file. + """ assert func_from_csv.getInputs() == ["Scalar"] assert func_from_csv.getOutputs() == ["Scalar"] assert func_from_csv.getInterpolationMethod() == "linear" @@ -59,6 +45,13 @@ def test_getters(func_from_csv): def test_setters(func_from_csv): + """Test the different setters of the Function class. + + Parameters + ---------- + func_from_csv : rocketpy.Function + A Function object created from a .csv file. + """ # Test set methods func_from_csv.setInputs(["Scalar2"]) assert func_from_csv.getInputs() == ["Scalar2"] @@ -72,6 +65,15 @@ def test_setters(func_from_csv): @patch("matplotlib.pyplot.show") def test_plots(mock_show, func_from_csv): + """Test different plot methods of the Function class. + + Parameters + ---------- + mock_show : Mock + Mock of the matplotlib.pyplot.show method. + func_from_csv : rocketpy.Function + A Function object created from a .csv file. + """ # Test plot methods assert func_from_csv.plot() == None # Test comparePlots @@ -88,7 +90,14 @@ def test_plots(mock_show, func_from_csv): def test_interpolation_methods(linear_func): + """Test some of the interpolation methods of the Function class. Methods + not tested here are already being called in other tests. + Parameters + ---------- + linear_func : rocketpy.Function + A Function object created from a list of values. + """ # Test Akima linear_func.setInterpolation("akima") assert linear_func.getInterpolationMethod() == "akima" @@ -101,7 +110,14 @@ def test_interpolation_methods(linear_func): def test_extrapolation_methods(linear_func): + """Test some of the extrapolation methods of the Function class. Methods + not tested here are already being called in other tests. + Parameters + ---------- + linear_func : rocketpy.Function + A Function object created from a list of values. + """ # Test zero linear_func.setExtrapolation("zero") assert linear_func.getExtrapolationMethod() == "zero" @@ -119,5 +135,12 @@ def test_extrapolation_methods(linear_func): def test_integral(linear_func): + """Test the integral method of the Function class. + + Parameters + ---------- + linear_func : rocketpy.Function + A Function object created from a list of values. + """ # Test integral assert np.isclose(linear_func.integral(0, 1), 0.5, atol=1e-6) From cc1dc0469c1c4eb17e2846813345ea3ef17b740c Mon Sep 17 00:00:00 2001 From: Guilherme Date: Sat, 31 Dec 2022 08:33:40 +0100 Subject: [PATCH 44/55] TST: Improved tests for info returned --- tests/test_environment.py | 61 ++++++++++++++++++++++++--------------- 1 file changed, 37 insertions(+), 24 deletions(-) diff --git a/tests/test_environment.py b/tests/test_environment.py index c66ce0b71..affff2702 100644 --- a/tests/test_environment.py +++ b/tests/test_environment.py @@ -9,28 +9,6 @@ from rocketpy import Environment -@pytest.fixture -def example_env(): - Env = Environment(railLength=5, datum="WGS84") - return Env - - -@pytest.fixture -def example_env_robust(): - Env = Environment( - railLength=5, - latitude=32.990254, - longitude=-106.974998, - elevation=1400, - datum="WGS84", - ) - tomorrow = datetime.date.today() + datetime.timedelta(days=1) - Env.setDate( - (tomorrow.year, tomorrow.month, tomorrow.day, 12) - ) # Hour given in UTC time - return Env - - def test_env_set_date(example_env): tomorrow = datetime.date.today() + datetime.timedelta(days=1) example_env.setDate((tomorrow.year, tomorrow.month, tomorrow.day, 12)) @@ -165,8 +143,43 @@ def test_era5_atmosphere(mock_show): def test_gefs_atmosphere(mock_show, example_env_robust): example_env_robust.setAtmosphericModel(type="Ensemble", file="GEFS") assert example_env_robust.allInfo() == None - assert isinstance(example_env.allPlotInfoReturned(), dict) - assert isinstance(example_env.allInfoReturned(), dict) + + +@patch("matplotlib.pyplot.show") +def test_info_returns(mock_show, example_env): + + returned_plots = example_env.allPlotInfoReturned() + returned_infos = example_env.allInfoReturned() + expected_info = { + "grav": 9.80665, + "launch_rail_length": 5, + "elevation": 0, + "modelType": "StandardAtmosphere", + "modelTypeMaxExpectedHeight": 80000, + "windSpeed": 0, + "windDirection": 0, + "windHeading": 0, + "surfacePressure": 1013.25, + "surfaceTemperature": 288.15, + "surfaceAirDensity": 1.225000018124288, + "surfaceSpeedOfSound": 340.293988026089, + "lat": 0, + "lon": 0, + } + expected_plots_keys = [ + "grid", + "windSpeed", + "windDirection", + "speedOfSound", + "density", + "windVelX", + "windVelY", + "pressure", + "temperature", + ] + assert list(returned_infos.keys()) == list(expected_info.keys()) + assert list(returned_infos.values()) == list(expected_info.values()) + assert list(returned_plots.keys()) == expected_plots_keys @pytest.mark.slow From bd7d88ff3c1cc8dfd5558a30a430e2a90d83941a Mon Sep 17 00:00:00 2001 From: Guilherme Date: Sat, 31 Dec 2022 08:33:57 +0100 Subject: [PATCH 45/55] MAINT: closing and cleaning files after tests --- tests/test_flight.py | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/tests/test_flight.py b/tests/test_flight.py index ef665bb9f..025ed111b 100644 --- a/tests/test_flight.py +++ b/tests/test_flight.py @@ -1,4 +1,5 @@ import datetime +import os from unittest.mock import patch import matplotlib as plt @@ -508,6 +509,10 @@ def test_export_data(): test_1 = np.loadtxt("test_export_data_1.csv", delimiter=",") test_2 = np.loadtxt("test_export_data_2.csv", delimiter=",") + # Clean up the files that were created + os.remove("test_export_data_1.csv") + os.remove("test_export_data_2.csv") + # Check if basic exported content matches data assert np.allclose(test_flight.x[:, 0], test_1[:, 0], atol=1e-5) == True assert np.allclose(test_flight.x[:, 1], test_1[:, 1], atol=1e-5) == True @@ -596,6 +601,7 @@ def test_export_KML(): # Load exported files and fixtures and compare them test_1 = open("test_export_data_1.kml", "r") + for row in test_1: if row[:29] == " ": r = row[29:-15] @@ -611,6 +617,11 @@ def test_export_KML(): lat.append(float(coords[i + 1])) z.append(float(coords[i + 2])) + # Close the files + test_1.close() + # Clean up the files that were created + os.remove("test_export_data_1.kml") + assert np.allclose(test_flight.latitude[:, 1], lat, atol=1e-3) == True assert np.allclose(test_flight.longitude[:, 1], lon, atol=1e-3) == True assert np.allclose(test_flight.z[:, 1], z, atol=1e-3) == True From db990f9e2f04a4181b87bd4f015b7d335c2c8503 Mon Sep 17 00:00:00 2001 From: Lint Action Date: Sat, 31 Dec 2022 07:35:43 +0000 Subject: [PATCH 46/55] Fix code style issues with Black --- tests/test_flight.py | 1 - 1 file changed, 1 deletion(-) diff --git a/tests/test_flight.py b/tests/test_flight.py index 92ddc01e5..744a29902 100644 --- a/tests/test_flight.py +++ b/tests/test_flight.py @@ -618,7 +618,6 @@ def test_export_KML(): lat.append(float(coords[i + 1])) z.append(float(coords[i + 2])) - # Delete temporary test file test_1.close() os.remove("test_export_data_1.kml") From 4bb94f6832deca480e30a7672d19f7952df95223 Mon Sep 17 00:00:00 2001 From: MateusStano Date: Tue, 3 Jan 2023 21:44:24 -0300 Subject: [PATCH 47/55] maint: removed anotations --- rocketpy/EnvironmentAnalysis.py | 52 +++++++++++++-------------------- 1 file changed, 21 insertions(+), 31 deletions(-) diff --git a/rocketpy/EnvironmentAnalysis.py b/rocketpy/EnvironmentAnalysis.py index f1814ba1c..c94a8e54b 100644 --- a/rocketpy/EnvironmentAnalysis.py +++ b/rocketpy/EnvironmentAnalysis.py @@ -1237,7 +1237,7 @@ def calculate_record_min_surface_100m_wind_speed(self): self.record_min_surface_100m_wind_speed = np.min(self.surface_100m_wind_speed) return self.record_min_surface_100m_wind_speed - def plot_wind_gust_distribution(self) -> None: + def plot_wind_gust_distribution(self): """Get all values of wind gust speed (for every date and hour available) and plot a single distribution. Expected result is a Weibull distribution. """ @@ -1937,7 +1937,7 @@ def plot_wind_rose( ax.yaxis.set_major_formatter(mtick.PercentFormatter(decimals=0)) return ax - def plot_average_day_wind_rose_specific_hour(self, hour, fig=None) -> None: + def plot_average_day_wind_rose_specific_hour(self, hour, fig=None): """Plot a specific hour of the average windrose Parameters @@ -1965,7 +1965,7 @@ def plot_average_day_wind_rose_specific_hour(self, hour, fig=None) -> None: return None - def plot_average_day_wind_rose_all_hours(self) -> None: + def plot_average_day_wind_rose_all_hours(self): """Plot wind roses for all hours of a day, in a grid like plot.""" # Get days and hours days = list(self.surfaceDataDict.keys()) @@ -2041,9 +2041,7 @@ def plot_average_day_wind_rose_all_hours(self) -> None: plt.show() return None - def animate_average_wind_rose( - self, figsize: tuple = (8, 8), filename: str = "wind_rose.gif" - ) -> widgets.Image: + def animate_average_wind_rose(self, figsize=(8, 8), filename="wind_rose.gif"): """Animates the wind_rose of an average day. The inputs of a wind_rose are the location of the place where we want to analyze, (x,y,z). The data is assembled by hour, which means, the windrose of a specific hour is @@ -2109,7 +2107,7 @@ def animate_average_wind_rose( height=fig_height, ) - def plot_wind_gust_distribution_over_average_day(self) -> None: + def plot_wind_gust_distribution_over_average_day(self): """Plots shown in the animation of how the wind gust distribution varies throughout the day.""" # Gather animation data average_wind_gust_at_given_hour = {} @@ -2181,7 +2179,7 @@ def plot_wind_gust_distribution_over_average_day(self) -> None: return None - def animate_wind_gust_distribution_over_average_day(self) -> HTML: + def animate_wind_gust_distribution_over_average_day(self): """Animation of how the wind gust distribution varies throughout the day.""" # Gather animation data wind_gusts_at_given_hour = {} @@ -2264,8 +2262,8 @@ def update(frame): return HTML(animation.to_jshtml()) def plot_sustained_surface_wind_speed_distribution_over_average_day( - self, windSpeedLimit: bool = False - ) -> None: + self, windSpeedLimit=False + ): """Plots shown in the animation of how the sustained surface wind speed distribution varies throughout the day.""" # Gather animation data average_wind_speed_at_given_hour = {} @@ -2362,8 +2360,8 @@ def plot_sustained_surface_wind_speed_distribution_over_average_day( return None def animate_sustained_surface_wind_speed_distribution_over_average_day( - self, windSpeedLimit: bool = False - ) -> HTML: + self, windSpeedLimit=False + ): # TODO: getting weird results since the 0.3 on y axis is not parametrized """Animation of how the sustained surface wind speed distribution varies throughout the day.""" # Gather animation data @@ -2472,7 +2470,7 @@ def update(frame): return HTML(animation.to_jshtml()) @property - def altitude_AGL_range(self) -> tuple: + def altitude_AGL_range(self): min_altitude = 0 if self.maxExpectedAltitude == None: max_altitudes = [ @@ -2485,7 +2483,7 @@ def altitude_AGL_range(self) -> tuple: max_altitude = self.maxExpectedAltitude return min_altitude, max_altitude - def process_temperature_profile_over_average_day(self) -> None: + def process_temperature_profile_over_average_day(self): """Compute the average temperature profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) @@ -2520,7 +2518,7 @@ def process_temperature_profile_over_average_day(self) -> None: return None - def process_pressure_profile_over_average_day(self) -> None: + def process_pressure_profile_over_average_day(self): """Compute the average pressure profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) @@ -2555,7 +2553,7 @@ def process_pressure_profile_over_average_day(self) -> None: return None - def process_wind_speed_profile_over_average_day(self) -> None: + def process_wind_speed_profile_over_average_day(self): """Compute the average wind profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) @@ -2591,7 +2589,7 @@ def process_wind_speed_profile_over_average_day(self) -> None: return None - def process_wind_velocity_x_profile_over_average_day(self) -> None: + def process_wind_velocity_x_profile_over_average_day(self): """Compute the average windVelocityX profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) @@ -2625,7 +2623,7 @@ def process_wind_velocity_x_profile_over_average_day(self) -> None: ) return None - def process_wind_velocity_y_profile_over_average_day(self) -> None: + def process_wind_velocity_y_profile_over_average_day(self): """Compute the average windVelocityY profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) @@ -2659,9 +2657,7 @@ def process_wind_velocity_y_profile_over_average_day(self) -> None: ) return None - def plot_wind_profile_over_average_day( - self, clear_range_limits: bool = False - ) -> None: + def plot_wind_profile_over_average_day(self, clear_range_limits=False): """Creates a grid of plots with the wind profile over the average day.""" self.process_wind_speed_profile_over_average_day() @@ -2733,7 +2729,7 @@ def plot_wind_profile_over_average_day( return None - def process_wind_heading_profile_over_average_day(self) -> None: + def process_wind_heading_profile_over_average_day(self): """Compute the average wind velocities (both X and Y components) profile for each available hour of a day, over all days in the dataset.""" altitude_list = np.linspace(*self.altitude_AGL_range, 100) average_wind_velocity_X_profile_at_given_hour = {} @@ -2803,9 +2799,7 @@ def process_wind_heading_profile_over_average_day(self) -> None: return None - def plot_wind_heading_profile_over_average_day( - self, clear_range_limits: bool = False - ) -> None: + def plot_wind_heading_profile_over_average_day(self, clear_range_limits=False): """Creates a grid of plots with the wind heading profile over the average day.""" self.process_wind_heading_profile_over_average_day() @@ -2869,9 +2863,7 @@ def plot_wind_heading_profile_over_average_day( return None - def animate_wind_profile_over_average_day( - self, clear_range_limits: bool = False - ) -> HTML: + def animate_wind_profile_over_average_day(self, clear_range_limits=False): """Animation of how wind profile evolves throughout an average day.""" self.process_wind_speed_profile_over_average_day() @@ -2940,9 +2932,7 @@ def update(frame): plt.close(fig) return HTML(animation.to_jshtml()) - def animate_wind_heading_profile_over_average_day( - self, clear_range_limits: bool = False - ) -> HTML: + def animate_wind_heading_profile_over_average_day(self, clear_range_limits=False): """Animation of how wind heading profile evolves throughout an average day.""" self.process_wind_heading_profile_over_average_day() From b352ac74be38f42b81857ac56b75422211b006ad Mon Sep 17 00:00:00 2001 From: MateusStano Date: Tue, 3 Jan 2023 21:46:29 -0300 Subject: [PATCH 48/55] enh: added envanalysis import --- tests/conftest.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/conftest.py b/tests/conftest.py index faa989ddc..f0a12e010 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -3,7 +3,7 @@ import numericalunits import pytest -from rocketpy import Environment, Function, Rocket, SolidMotor +from rocketpy import Environment, EnvironmentAnalysis, Function, Rocket, SolidMotor def pytest_addoption(parser): From 51c7cbff2cb2327faec4846fc35497670eee1788 Mon Sep 17 00:00:00 2001 From: MateusStano Date: Tue, 3 Jan 2023 21:46:52 -0300 Subject: [PATCH 49/55] maint: sort imports --- tests/test_flight.py | 1 - 1 file changed, 1 deletion(-) diff --git a/tests/test_flight.py b/tests/test_flight.py index 744a29902..bb1b1a51e 100644 --- a/tests/test_flight.py +++ b/tests/test_flight.py @@ -1,4 +1,3 @@ -import os import datetime import os from unittest.mock import patch From 65a28f71e14b3f2d21e01d7c2742cafb7a0b44ce Mon Sep 17 00:00:00 2001 From: MateusStano Date: Tue, 3 Jan 2023 21:49:24 -0300 Subject: [PATCH 50/55] bug: fix Function np.inf call with int or float defined Functions --- rocketpy/Function.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rocketpy/Function.py b/rocketpy/Function.py index f0d64e60b..986c6de96 100644 --- a/rocketpy/Function.py +++ b/rocketpy/Function.py @@ -152,7 +152,7 @@ def setSource(self, source): temp = 1 * source def source(x): - return 0 * x + temp + return temp # Handle callable source or number source if callable(source): From 847394739924f53c15f0c919a9ed58e0902af462 Mon Sep 17 00:00:00 2001 From: Guilherme Date: Wed, 4 Jan 2023 10:06:49 +0100 Subject: [PATCH 51/55] TST: set EnvAnalysis tests as slow option --- tests/test_environment_anaysis.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/tests/test_environment_anaysis.py b/tests/test_environment_anaysis.py index cc230bd5f..3a352062f 100644 --- a/tests/test_environment_anaysis.py +++ b/tests/test_environment_anaysis.py @@ -13,6 +13,7 @@ plt.rcParams.update({"figure.max_open_warning": 0}) +@pytest.mark.slow def test_allInfo(env_analysis): """Test the EnvironmentAnalysis.allInfo() method, which already invokes several other methods. It is a good way to test the whole class in a first view. @@ -30,6 +31,7 @@ def test_allInfo(env_analysis): assert env_analysis.allInfo() == None +@pytest.mark.slow @patch("matplotlib.pyplot.show") def test_distribution_plots(mock_show, env_analysis): """Tests the distribution plots method of the EnvironmentAnalysis class. It @@ -57,6 +59,7 @@ def test_distribution_plots(mock_show, env_analysis): ) +@pytest.mark.slow @patch("matplotlib.pyplot.show") def test_average_plots(mock_show, env_analysis): """Tests the average plots method of the EnvironmentAnalysis class. It @@ -85,6 +88,7 @@ def test_average_plots(mock_show, env_analysis): assert env_analysis.plot_average_day_wind_rose_specific_hour(12) == None +@pytest.mark.slow @patch("matplotlib.pyplot.show") def test_profile_plots(mock_show, env_analysis): """Check the profile plots method of the EnvironmentAnalysis class. It @@ -116,6 +120,7 @@ def test_profile_plots(mock_show, env_analysis): assert env_analysis.plot_wind_profile_over_average_day() == None +@pytest.mark.slow @patch("matplotlib.pyplot.show") def test_animation_plots(mock_show, env_analysis): """Check the animation plots method of the EnvironmentAnalysis class. It @@ -146,6 +151,7 @@ def test_animation_plots(mock_show, env_analysis): ) +@pytest.mark.slow def test_exports(env_analysis): """Check the export methods of the EnvironmentAnalysis class. It only checks if the method runs without errors. It does not check if the From 8f9e3705231ac43a417bfe60a7de2df88f817f03 Mon Sep 17 00:00:00 2001 From: MateusStano Date: Wed, 4 Jan 2023 17:25:39 -0300 Subject: [PATCH 52/55] maint: run black on notebooks --- .../dispersion_analysis.ipynb | 48 +++++++-------- .../parachute_drop_from_helicopter.ipynb | 42 +++++++------- .../environment_analysis_EuroC_example.ipynb | 58 +++++++++---------- .../environment_analysis_class_usage.ipynb | 34 +++++------ docs/notebooks/environment_class_usage.ipynb | 2 +- docs/notebooks/getting_started.ipynb | 48 ++++++++------- docs/notebooks/getting_started_colab.ipynb | 6 +- docs/notebooks/solid_motor_class_usage.ipynb | 26 ++++----- docs/notebooks/topography_usage.ipynb | 19 +++--- docs/notebooks/utilities_usage.ipynb | 10 ++-- 10 files changed, 152 insertions(+), 141 deletions(-) diff --git a/docs/notebooks/dispersion_analysis/dispersion_analysis.ipynb b/docs/notebooks/dispersion_analysis/dispersion_analysis.ipynb index 40fd74f84..7fd04a62c 100644 --- a/docs/notebooks/dispersion_analysis/dispersion_analysis.ipynb +++ b/docs/notebooks/dispersion_analysis/dispersion_analysis.ipynb @@ -83,7 +83,7 @@ "\n", "import numpy as np\n", "from numpy.random import normal, uniform, choice\n", - "from IPython.display import display" + "from IPython.display import display\n" ] }, { @@ -223,7 +223,7 @@ " 0.73,\n", " 0.16,\n", " ), # Time delay between sensor signal is received and ejection signal is fired (s)\n", - "}" + "}\n" ] }, { @@ -265,7 +265,7 @@ " # Update counter\n", " i += 1\n", " # Yield a flight setting\n", - " yield flight_setting" + " yield flight_setting\n" ] }, { @@ -353,7 +353,7 @@ "\n", "\n", "def export_flight_error(flight_setting):\n", - " dispersion_error_file.write(str(flight_setting) + \"\\n\")" + " dispersion_error_file.write(str(flight_setting) + \"\\n\")\n" ] }, { @@ -474,7 +474,7 @@ " NoseCone = Valetudo.addNose(\n", " length=setting[\"noseLength\"],\n", " kind=\"vonKarman\",\n", - " position=setting[\"noseDistanceToCM\"]+setting[\"noseLength\"],\n", + " position=setting[\"noseDistanceToCM\"] + setting[\"noseLength\"],\n", " )\n", " FinSet = Valetudo.addTrapezoidalFins(\n", " n=3,\n", @@ -526,7 +526,7 @@ "## Close files\n", "dispersion_input_file.close()\n", "dispersion_output_file.close()\n", - "dispersion_error_file.close()" + "dispersion_error_file.close()\n" ] }, { @@ -608,7 +608,7 @@ "\n", "# Print number of flights simulated\n", "N = len(dispersion_general_results)\n", - "print(\"Number of simulations: \", N)" + "print(\"Number of simulations: \", N)\n" ] }, { @@ -668,7 +668,7 @@ "# fig1.update_layout(\n", "# xaxis_title_text='Time (s)',\n", "# yaxis_title_text='Number of occurences'\n", - "# )" + "# )\n" ] }, { @@ -705,7 +705,7 @@ "plt.title(\"Out of Rail Velocity\")\n", "plt.xlabel(\"Velocity (m/s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -742,7 +742,7 @@ "plt.title(\"Apogee Time\")\n", "plt.xlabel(\"Time (s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -781,7 +781,7 @@ "plt.ylabel(\"Number of Occurences\")\n", "plt.show()\n", "\n", - "# Real measured apogee for Valetudo = 860 m" + "# Real measured apogee for Valetudo = 860 m\n" ] }, { @@ -818,7 +818,7 @@ "plt.title(\"Apogee X Position\")\n", "plt.xlabel(\"Apogee X Position (m)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -855,7 +855,7 @@ "plt.title(\"Apogee Y Position\")\n", "plt.xlabel(\"Apogee Y Position (m)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -892,7 +892,7 @@ "plt.title(\"Impact Time\")\n", "plt.xlabel(\"Time (s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -929,7 +929,7 @@ "plt.title(\"Impact X Position\")\n", "plt.xlabel(\"Impact X Position (m)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -966,7 +966,7 @@ "plt.title(\"Impact Y Position\")\n", "plt.xlabel(\"Impact Y Position (m)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1005,7 +1005,7 @@ "plt.xlim(-35, 0)\n", "plt.xlabel(\"Velocity (m/s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1061,7 +1061,7 @@ "plt.title(\"Static Margin\")\n", "plt.xlabel(\"Static Margin (c)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1098,7 +1098,7 @@ "plt.title(\"Maximum Velocity\")\n", "plt.xlabel(\"Velocity (m/s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1130,7 +1130,7 @@ "plt.title(\"Parachute Events\")\n", "plt.xlabel(\"Number of Parachute Events\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1167,7 +1167,7 @@ "plt.title(\"Drogue Parachute Trigger Time\")\n", "plt.xlabel(\"Time (s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1204,7 +1204,7 @@ "plt.title(\"Drogue Parachute Fully Inflated Time\")\n", "plt.xlabel(\"Time (s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1241,7 +1241,7 @@ "plt.title(\"Drogue Parachute Fully Inflated Velocity\")\n", "plt.xlabel(\"Velocity m/s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1364,7 +1364,7 @@ "# Save plot and show result\n", "plt.savefig(str(filename) + \".pdf\", bbox_inches=\"tight\", pad_inches=0)\n", "plt.savefig(str(filename) + \".svg\", bbox_inches=\"tight\", pad_inches=0)\n", - "plt.show()" + "plt.show()\n" ] } ], diff --git a/docs/notebooks/dispersion_analysis/parachute_drop_from_helicopter.ipynb b/docs/notebooks/dispersion_analysis/parachute_drop_from_helicopter.ipynb index b64958a7a..cb9b7846c 100644 --- a/docs/notebooks/dispersion_analysis/parachute_drop_from_helicopter.ipynb +++ b/docs/notebooks/dispersion_analysis/parachute_drop_from_helicopter.ipynb @@ -75,7 +75,7 @@ "\n", "import numpy as np\n", "from numpy.random import normal, uniform, choice\n", - "from IPython.display import display" + "from IPython.display import display\n" ] }, { @@ -215,7 +215,7 @@ " 0.73,\n", " 1.0,\n", " ), # Time delay between sensor signal is received and ejection signal is fired (s)\n", - "}" + "}\n" ] }, { @@ -257,7 +257,7 @@ " # Update counter\n", " i += 1\n", " # Yield a flight setting\n", - " yield flight_setting" + " yield flight_setting\n" ] }, { @@ -345,7 +345,7 @@ "\n", "\n", "def export_flight_error(flight_setting):\n", - " dispersion_error_file.write(str(flight_setting) + \"\\n\")" + " dispersion_error_file.write(str(flight_setting) + \"\\n\")\n" ] }, { @@ -467,7 +467,7 @@ " NoseCone = Valetudo.addNose(\n", " length=setting[\"noseLength\"],\n", " kind=\"vonKarman\",\n", - " position=setting[\"noseDistanceToCM\"]+setting[\"noseLength\"],\n", + " position=setting[\"noseDistanceToCM\"] + setting[\"noseLength\"],\n", " )\n", " FinSet = Valetudo.addTrapezoidalFins(\n", " n=3,\n", @@ -535,7 +535,7 @@ "## Close files\n", "dispersion_input_file.close()\n", "dispersion_output_file.close()\n", - "dispersion_error_file.close()" + "dispersion_error_file.close()\n" ] }, { @@ -617,7 +617,7 @@ "\n", "# Print number of flights simulated\n", "N = len(dispersion_general_results)\n", - "print(\"Number of simulations: \", N)" + "print(\"Number of simulations: \", N)\n" ] }, { @@ -665,7 +665,7 @@ "plt.title(\"Apogee Time\")\n", "plt.xlabel(\"Time (s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -704,7 +704,7 @@ "plt.ylabel(\"Number of Occurences\")\n", "plt.show()\n", "\n", - "# Real measured apogee for Valetudo = 860 m" + "# Real measured apogee for Valetudo = 860 m\n" ] }, { @@ -741,7 +741,7 @@ "plt.title(\"Apogee X Position\")\n", "plt.xlabel(\"Apogee X Position (m)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -778,7 +778,7 @@ "plt.title(\"Apogee Y Position\")\n", "plt.xlabel(\"Apogee Y Position (m)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -815,7 +815,7 @@ "plt.title(\"Impact Time\")\n", "plt.xlabel(\"Time (s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -852,7 +852,7 @@ "plt.title(\"Impact X Position\")\n", "plt.xlabel(\"Impact X Position (m)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -889,7 +889,7 @@ "plt.title(\"Impact Y Position\")\n", "plt.xlabel(\"Impact Y Position (m)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -928,7 +928,7 @@ "plt.xlim(-35, 0)\n", "plt.xlabel(\"Velocity (m/s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -965,7 +965,7 @@ "plt.title(\"Maximum Velocity\")\n", "plt.xlabel(\"Velocity (m/s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -997,7 +997,7 @@ "plt.title(\"Parachute Events\")\n", "plt.xlabel(\"Number of Parachute Events\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1034,7 +1034,7 @@ "plt.title(\"Drogue Parachute Trigger Time\")\n", "plt.xlabel(\"Time (s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1071,7 +1071,7 @@ "plt.title(\"Drogue Parachute Fully Inflated Time\")\n", "plt.xlabel(\"Time (s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1108,7 +1108,7 @@ "plt.title(\"Drogue Parachute Fully Inflated Velocity\")\n", "plt.xlabel(\"Velocity m/s)\")\n", "plt.ylabel(\"Number of Occurences\")\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -1227,7 +1227,7 @@ "# Save plot and show result\n", "plt.savefig(str(filename) + \".pdf\", bbox_inches=\"tight\", pad_inches=0)\n", "plt.savefig(str(filename) + \".svg\", bbox_inches=\"tight\", pad_inches=0)\n", - "plt.show()" + "plt.show()\n" ] }, { diff --git a/docs/notebooks/environment_analysis_EuroC_example.ipynb b/docs/notebooks/environment_analysis_EuroC_example.ipynb index fe60a79bb..34b5efedb 100644 --- a/docs/notebooks/environment_analysis_EuroC_example.ipynb +++ b/docs/notebooks/environment_analysis_EuroC_example.ipynb @@ -89,7 +89,7 @@ "from datetime import datetime\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "from scipy import stats" + "from scipy import stats\n" ] }, { @@ -132,7 +132,7 @@ " pressureLevelDataFile=\"../../data/weather/EuroC_pressure_levels_reanalysis_2001-2021.nc\",\n", " timezone=\"Portugal\",\n", " unit_system=\"metric\",\n", - ")" + ")\n" ] }, { @@ -265,7 +265,7 @@ } ], "source": [ - "env_analysis.allInfo()" + "env_analysis.allInfo()\n" ] }, { @@ -290,7 +290,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ "

    " ] @@ -302,7 +302,7 @@ } ], "source": [ - "env_analysis.plot_average_temperature_along_day()" + "env_analysis.plot_average_temperature_along_day()\n" ] }, { @@ -327,7 +327,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ "
    " ] @@ -339,7 +339,7 @@ } ], "source": [ - "env_analysis.plot_average_surface10m_wind_speed_along_day(windSpeedLimit=True)" + "env_analysis.plot_average_surface10m_wind_speed_along_day(windSpeedLimit=True)\n" ] }, { @@ -353,7 +353,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ "
    " ] @@ -366,7 +366,7 @@ ], "source": [ "# help(env_analysis.plot_average_sustained_surface100m_wind_speed_along_day)\n", - "env_analysis.plot_average_sustained_surface100m_wind_speed_along_day()" + "env_analysis.plot_average_sustained_surface100m_wind_speed_along_day()\n" ] }, { @@ -376,7 +376,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ "
    " ] @@ -389,7 +389,7 @@ ], "source": [ "# help(EnvironmentAnalysis.plot_sustained_surface_wind_speed_distribution_over_average_day)\n", - "env_analysis.plot_sustained_surface_wind_speed_distribution_over_average_day()" + "env_analysis.plot_sustained_surface_wind_speed_distribution_over_average_day()\n" ] }, { @@ -17401,7 +17401,7 @@ } ], "source": [ - "env_analysis.animate_sustained_surface_wind_speed_distribution_over_average_day()" + "env_analysis.animate_sustained_surface_wind_speed_distribution_over_average_day()\n" ] }, { @@ -31296,7 +31296,7 @@ } ], "source": [ - "env_analysis.animate_wind_gust_distribution_over_average_day()" + "env_analysis.animate_wind_gust_distribution_over_average_day()\n" ] }, { @@ -31310,7 +31310,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ "
    " ] @@ -31322,7 +31322,7 @@ } ], "source": [ - "env_analysis.plot_wind_gust_distribution_over_average_day()" + "env_analysis.plot_wind_gust_distribution_over_average_day()\n" ] }, { @@ -31347,7 +31347,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ "
    " ] @@ -31359,7 +31359,7 @@ } ], "source": [ - "env_analysis.plot_wind_gust_distribution()" + "env_analysis.plot_wind_gust_distribution()\n" ] }, { @@ -31426,7 +31426,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAssAAALqCAYAAADD+BlIAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydd3xV5f3H38+5N/dm7x3IIBB2GAlTBBTRQgXRun7Wuq2ts446Wq3a2ta6WldbrVqso04U6sAJsmQlJMhMGAEyyb5Zd57n98dJQsbNuDeBBDhvX/dlOPeM59zzuZ/7fdb3EVJKdHR0dHR0dHR0dHQ6owx0AXR0dHR0dHR0dHQGK3qwrKOjo6Ojo6Ojo9MFerCso6Ojo6Ojo6Oj0wV6sKyjo6Ojo6Ojo6PTBXqwrKOjo6Ojo6Ojo9MFxoEuwGAgKytriKIoX6qqOgoQA10eHR0dHR0dHZ0TjFQUZY+qqudmZGQUDnRhBhN6sAwoivJlbGzsiJiYGKEoemO7jo6Ojo6OzumFqqqitLQ0raSk5NvFixePWbFihXOgyzRY0CNDQFXVUTExMUY9UNbR0dHR0dE5HVEUhdjYWIOUcgRw1+LFi30HukyDBT061NBblHV0dHR0dHROaxRFQQgBMB6YPcDFGTToEaKOjo6Ojo6Ojk5bGoCYgS7EYEEPlt0QGzsEIUS/vWJjhwz0LZ2UxCYl9+9zSEoe6Fs66RiS3L/fhSHJ+nfBU5KTYvv1GSQnxQ70LZ10JMf38zOI159BfzIktn+fz5BY/fkAEj3hQSv6BD83lJUVAY/04/m6P1dBQQGjR49m5MiR5OTkALBy5UruuOMOXC4XN9xwA/fff3+n42w2G1dddRVZWVlERETw7rvvkpyc3OtyHTx4kMsvv5zKykoyMjJ44403MJlMXZYNYPr06fzzn/8E4JxzzuH9998nLCys19f0hLLDh2Cn7L/zje3+e+/uOVx33XV88sknREdHs2PHDrfHrV69mgsuuICUlBQALrroIn73u9/1ulz//Oc/efHFFzEYDAQGBvLyyy8zZsyYTvt1VZZ77rmHhQsXcvbZZ/f6mr2l6FARD8nf9Nv5/iD+1O37HZ+B1Wpl9uzZ2Gw2nE4nF198MY8++min49asWcOvfvUrtm/fzjvvvMPFF1/sUbkeeeQR/vWvfxEVFQXAn/70JxYuXNhpv4F4BocOlyGL++98Ir6s2/fdfQ+Sk5MJCgrCYDBgNBrZunVrp+P27NnDtddeS3Z2Nn/84x+55557PCrX4cOHufrqq6mpqcHlcvH44493egZHjhzhqquuoqysDCEEP//5z7njjjuA4/wMSsqQ5/Xf+cQXnj+Dv/71r7zyyisIIRg/fjz//ve/8fVtP6T0mWee4ZVXXsFoNBIVFcVrr71GUlJSr8v1/vvv88gjj7B79242b95MZmZm63t//vOfefXVVzEYDDz33HOcd17nD+Sbb77h17/+NaqqEhgYyNKlSxk+fDgvvPAC/v7+XHfddb0uiycUlZX14y82PFLm+fPpyhuqqqq47LLLKCgoIDk5mffee8/tb+a9997Lp59+iqqqzJ8/n2effbZlOESPrFixgl27drmNE9ry61//ms8++4yFCxeSlJR0XJ/JqYbesjxISE1Nbf3SuVwubrnlFj7//HN27drFf//7X3bt2tXpmFdffZWwsDD27dvHnXfeyX333efRNe+77z7uvPNO9u3bR1hYGK+++mq3ZcvJyWkNlAF+9rOf8fe//92jaw522j4HgGuuuYaVK1f2eNyZZ57Z+hl5EigDXHHFFfzwww/k5ORw7733ctddd7ndr6uy3HbbbTz++OMeXXMw0/YZmM1mvv32W3Jzc8nJyWHlypVs3Lix0zGJiYksXbqUK664wuvr3nnnna3P0F2gDKfnM2hh1apV5OTkuA2UAcLDw3nuuec8DpJbeOyxx7j00kvZtm0b77zzDjfffHOnfYxGI08//TS7du1i48aNvPjii63eeCo/g6KiIp577jm2bt3Kjh07cLlcvPPOO52OmTRpElu3bmX79u1cfPHF3HvvvR5dc9y4cSxbtozZs9sPVd21axfvvPMOO3fuZOXKldx88824XK5Ox//yl7/krbfeIicnhyuuuILHHnsM0ALJ559/3qOyDHZ6+1vx+OOPM2/ePPLz85k3b55bjW7YsIH169ezfft2duzYwZYtW/juu+96XZbFixf3GCgDvPzyy2zfvp0nn3zylHwmxxM9WB6EbN68meHDhzNs2DBMJhOXX345y5cv77Tf8uXLufrqqwG4+OKL+eabb5Cydy2xUkq+/fbb1ha4q6++mo8//tijci5evJj//ve/Hh1zsjF79mzCw8OP6zWCg4Nb/25oaOiyNaGrsiQlJVFZWUlpaelxK+NAIYQgMDAQAIfDgcPhcPv5JCcnk56ezvGeqHs6PoPeEh0dzZQpU/Dx8fHqeCEEFosFgNraWuLj4zvtExcXx+TJkwEICgpi9OjRFBUVAaf+M3A6nTQ1NeF0OmlsbHT7+Zx11ln4+/sDWi9gYaFnqXLb9iK2Zfny5Vx++eWYzWZSUlIYPnw4mzdv7rRfV8/Q39+f5ORkt8ecKnTlDW1/p7v6nRVCYLVasdvt2Gw2HA4HMTG9Hy68dOlSbr31VkAL2m+//XZmzpzJsGHD+OCDDwDt97q+vp6MjAzefffd0+KZ9Cd6sDwIKSoqYujQoa3/HjJkSOsPQlf7GY1GQkJCqKys7LTfxIkTO22rrKwkNDQUo9HY7TVAG64xadIk5syZw9q1a1u3h4WFYbPZ3F7zdOP7779nwoQJLFiwgJ07d7rd54YbbuiyVe7FF18kNTWVe++9l+eee87j60+ePJn169d7fNzJgMvlYuLEiURHRzN//nymTZvm9bkWLlxIcbH7MQ0vvPAC6enpXHfddVRXV3t87lP5GQghOPfcc8nIyODll1/u07m6+h488sgjvPnmmwwZMoSFCxf22OpVUFDAtm3b2unhVH0GCQkJ3HPPPSQmJhIXF0dISAjnnntut8e8+uqrLFiwwO173X0P3NHb36RXXnmFhQsXMmTIEN544412rZ2ZmZntfj9OF8rKyoiLiwMgNjaWMjdDPGbMmMFZZ51FXFwccXFxnHfeeYwePbrTfr/73e9YsWJFj9csKSlh3bp1fPLJJ63PYMWKFfj5+ZGTk8Nll10GnL7PxBv0YPk0oGN3qifExcVx+PBhtm3bxjPPPMMVV1zR2nIAWmuSJ6Z7KjJ58mQOHTpEbm4ut912G0uWLHG73yuvvNJuDGBbbrnlFvbv389f/vKX1q5LTziVn4PBYCAnJ4fCwkI2b97c5djx3vDZZ5+5bZH75S9/yf79+8nJySEuLo67777b43Ofys9g3bp1ZGdn8/nnn/Piiy+yZs0ar8/V1ffgv//9L9dccw2FhYV89tln/OxnP0NVVbfnqK+v5yc/+Ql/+9vf2vXMnKrPoLq6muXLl3Pw4EGKi4tpaGjgzTff7HL/N998k61bt/LrX//a7ftdfQ/6yl//+lc+++wzCgsLufbaa9sNKTtVn40ntEwg7Mi+ffvYvXs3hYWFFBUV8e2337oNYn//+9+zePHiHq+zZMkSFEVhzJgxboPzFvRn0nv0YHkQkpCQwJEjR1r/XVhYSEJCQrf7OZ1OamtriYiI6NU1IiIiqKmpwel0dnsNs9nces6MjAxSU1PJy8trfd9qteLn59f7mzsFCQ4Obh0qsHDhQhwOBxUVFV6d6/LLL/d4OAycHs8hNDSUs846q1djyD0lJiYGg8GAoijceOONXnVNnsrPoMUboqOjufDCC49L1+2rr77KpZdeCmgtbVar1e33yOFw8JOf/ISf/vSnXHTRRe3eO1Wfwddff01KSgpRUVH4+Phw0UUXsWHDhi73/eMf/8iKFSswm839cv3e/CaVl5eTm5vb2tJ/2WWXtSvjqfpseiImJoaSkhJAa/GNjo7utM9HH33E9OnTCQwMJDAwkAULFvD99997fc22z727oZmn6zPxBj0bhhtiYhJ6zGDh6fk8YcqUKeTn53Pw4EESEhJ45513ePvttzvtt3jxYl5//XVmzJjBBx98wNlnn93r2bNCCM466yw++OADLr/8cl5//XUuuOCCTvuVl5cTHh6OwWDgwIED5OfnM2zYMED7EpaWlnqUgcMTYhKTesxg4en5jgelpaXExMQghGDz5s2oqtrrSgtAfn4+I0aMAODTTz9t/dsT8vLyuOSSSzw+ricSkhJ6zGDh6fk8oby8HB8fH0JDQ2lqauKrr77yeCJrbygpKWntKv3oo48YN26cx+c4Xs8gKTGmxwwWnp7PExoaGlBVlaCgIBoaGvjyyy89nsTaGxITE/nmm2+45ppr2L17N1artTU7SQtSSq6//npGjx7tdiLscXsGcTE9ZrDw9HyekJiYyMaNG2lsbMTPz49vvvnGbev8tm3buOmmm1i5cqXboMxbFi9ezBVXXMFdd91FcXEx+fn5TJ06td0+YWFh1NbWkpeXR1paGl999VW7oQR5eXmcccYZ/VamtiTExPSYwcLT8/UXLb/T999/f5e/s4mJifzrX//igQceQErJd999x69+9at+K0NXHM9ncsohpTztX1u3bpUDycGDB+XYsWPbbfv000/liBEj5LBhw+Rjjz3Wuv2hhx6Sy5cvl1JK2dTUJC+++GKZmpoqp0yZIvfv3+/2/BMmTHC7ff/+/XLKlCkyNTVVXnzxxdJqtUoppVy+fLl86KGHpJRSfvDBB3LMmDFywoQJctKkSXLFihWtx2/ZskVedNFFXt/3YMPdc7j88stlbGysNBqNMiEhQb7yyitSSin/8Y9/yH/84x9SSimff/55OWbMGJmeni6nTZsm169f7/b8119/vdyyZUun7bfffnvrZzx37ly5Y8cOKaWURUVFcsGCBT2WxW63y1GjRkmHw9H3D2GA6fgMcnNz5cSJE+X48ePl2LFj5aOPPtr6XtvvwubNm2VCQoL09/eX4eHhcsyYMW7Pv2DBAllUVNRp+5VXXinHjRsnx48fLxctWiSLi4ullPozkFLzifT0dJmeni7HjBnTzo/afg9KSkpkQkKCDAoKkiEhITIhIUHW1tZ2On9X34OdO3fKmTNnyvT0dDlhwgT5xRdfSCnbP4O1a9dKQI4fP15OmDBBTpgwQX766adSylP7GUgp5e9+9zs5cuRIOXbsWHnllVe2+nXb78G8efNkdHR062ezaNEit+fv6nuwbNkymZCQIE0mk4yOjpbnnntu63uPPfaYHDZsmExLS5OfffaZ23MtW7ZMjhs3Tqanp8s5c+a0+02aNGmSrKio8PITGVx48ltRUVEhzz77bDl8+HA5b948WVlZKaXUfj+vv/56KaWUTqdT/vznP5ejRo2So0ePlnfeeafb67Z91m3597//LW+55RYppZRXX321fP/991vfCwgIcPu3lF0/k61bt8pFixb9Y9GiRVfJQRCjDYbXgBdgMLwGY7B8MnD77bfLr7/+eqCL0W+crM9h2bJl8sEHHxzoYvQL+jMYePRnMPCcrM+gK7Kzs+WVV1450MXoN06F59PdM9GD5c4vfczyIMBgMFBbW+s2a8VgZty4ccybN2+gi9FvnKzPwel0ejUhbTCiP4OBR38GA8/J+gy6oqKigj/84Q8DXYx+41R4PqfaMzneCCn7b4W0k5WsrCyZkZEx0MXQ0dHR0dHR0RlQsrKyePTRR/8JfL9ixYr/DHR5BgN6y7KOjo6Ojo6Ojo5OF+jBso6Ojo6Ojo6Ojk4X6MGyjo6Ojo6Ojo6OThfowbIbYuOTW1fa6Y9XbHzyQN+Sjo6Ojo6Ojo6OF+jBshvKSg7BaNlvr7KSQ91er6CgAD8/v3Yza1euXMnIkSMZPnw4jz/+uNvjli5dSlRUFBMnTmTixIm88sorHt3n+++/z9ixY1EUha1bt3a5X3JyMuPHj2fixIntEuHfc889fPvttx5dU0dHR0dHR0fnZEJfwW+QkJqaSk5ODgAul4tbbrmFr776iiFDhjBlyhQWL17MmDFjOh132WWX8cILL3h1zXHjxrFs2TJuuummHvddtWoVkZGR7bbddttt3HjjjZx99tleXV9HR0dHR0dHZ7CjtywPQjZv3szw4cMZNmwYJpOJyy+/nOXLl/f7dUaPHs3IkSO9Pj4pKYnKykpKS0v7sVQ6Ojo6Ojo6OoMHPVgehBQVFTF06NDWfw8ZMoSioiK3+3744Yekp6dz8cUXc+TIEbf7LFy4kOLiYq/LI4Tg3HPPJSMjg5dffrnde5MnT2b9+vVen1tHR0dHR0dHZzCjB8snMYsWLaKgoIDt27czf/58rr76arf7ffbZZ8THx3t9nXXr1pGdnc3nn3/Oiy++yJo1a1rfi46O7lMgrqOjo6Ojo6MzmNGD5UFIQkJCu1biwsJCEhISOu0XERGB2WwG4IYbbiArK+u4lQe0wPjCCy9k8+bNre9ZrVb8/PyOy3V1jj9VVVVceOGFBAQEkJSUxNtvvw3A6tWrURSFwMDA1tfrr7/u8XlaePvtt0lKSiIgIIAlS5ZQVVV1XO9L5/SjOw2Wl5dzxRVXEBISQlhYGD/96U+7PI/NZuO6664jODiY2NhYnnnmmXbvf/PNN4waNQp/f3/OOussDh3qfgK3jo43dKXnP/3pT+182c/PD0VRqKiocHseXc/9gx4suyEmLgl2i357xcQleXT9KVOmkJ+fz8GDB7Hb7bzzzjssXry4034lJSWtf69YsYLRo0f3+d470tDQQF1dXevfX375JePGjWt9Py8vr92/dU4ubrnlFkwmE2VlZbz11lv88pe/ZOfOnQDEx8dTX1/f+uqq56Kn8+zcuZObbrqJN954g7KyMvz9/bn55ptPyP3pnD50p8GLLrqI2NhYDh8+zNGjR7nnnnu6PM8jjzxCfn4+hw4dYtWqVTzxxBOsXLkSgIqKCi666CL+8Ic/UFVVRWZmJpdddtkJuT+d04uu9Pyb3/ymnS/fd999zJ07t9ME/BZ0PfcTUsrT/rV161Y5kBw8eFCOHTu23bZPP/1UjhgxQg4bNkw+9thjrdsfeughuXz5cimllPfff78cM2aMTE9Pl3PnzpW7d+92e/4FCxbIoqKiTtuXLVsmExISpMlkktHR0fLcc8+VUkpZVFQkFyxYIKWUcv/+/TI9PV2mp6fLMWPGtCuL3W6Xo0aNkg6Ho28fgM6AUF9fL318fOTevXtbt1155ZXyvvvuk6tWrZIJCQl9Po+UUj7wwAPy//7v/1rf27dvn/Tx8ZEWi6Wf7kTndKc7DX7xxRcyKSlJOp3OXp0rLi5OfvHFF63/fvDBB+Vll10mpZTypZdekjNmzGh3XV9f3y69V0fHG3ry1BZUVZUpKSly6dKlXZ7LGz1/8MEHctGiRf9YtGjRVXIQxGiD4aW3LA9SFi5cSF5eHvv37+e3v/1t6/bf//73ra3Mf/7zn9m5cye5ubmsWrWKUaNGuT1XV2OWL7zwQgoLC7HZbJSVlfHFF18AWoviZ599BsCwYcPIzc0lNzeXnTt3tivLJ598wsUXX4zRqGcgPBnJy8vDaDSSlpbWum3ChAmtrXFHjx4lJiaGlJQU7rzzThoaGlr3u/nmm1tbh3s6z86dO5kwYULre6mpqZhMJvLy8o7r/emcPnSnwY0bNzJy5EiuvvpqIiIimDJlCt99913rfo8//jjnn38+ANXV1ZSUlLTTa3daDggIIDU1tfV9HZ3+oCdPbWHt2rUcPXqUn/zkJ63b+kPP+/fvPy73dTKjB8uDAIPBQG1tbbtFSU4GnE4nd99990AXQ8dL6uvrCQ4ObrctJCSEuro6Ro0aRU5ODiUlJXz77bdkZWVx1113te7397//nb///e89nqfl/ZCQkC7f19HpK91psLCwkC+//JKzzjqL0tJS7r77bi644ILWMZ73338/n3zySet5Wo7teJ6W93Ut6xxvevLUFl5//XUuvvhiAgMDW7f1h54bGxv772ZOEfRgWUOqqjpgFx86dChHjhxpXZTkZOGSSy4hNDR0oIuh4yWBgYFYLJZ22ywWC0FBQcTGxjJmzBgURSElJYUnnniCDz/80OPz9OZ9HZ2+0p3G/Pz8SE5O5vrrr8fHx4fLL7+coUOHuk152RJ0tD2XrmWdE01vdNbY2Mj777/f7VwSb/Xs7+/f53s41dCDZUBRlD2lpaXOgQyYdXRONGlpaTidTvLz81u35ebmMnbs2E77CiHo6vvR03nGjh1Lbm5u63sHDhzAZrO162LU0ekL3WkwPT0dIUS7/Tv+u4WwsDDi4uLa6bU7LTc0NLB//3633xkdHW/pjTd/9NFHhIeHM3fu3C7P46me6+rq2LdvH3FxcdX9eDunBPpgU0BV1XNLS0u/Li4uHtmVieronIrMnTuXW2+9lYceeoi9e/eybNkyXnvtNV566SUSEhKIjY2lrKyMhx9+mFmzZnWZnrCr82RlZTFx4kSee+45XnnlFUaNGsWf/vQn5s6dq49Z1ulXutJgZGQkFRUVPProoyxYsIBVq1Zx6NAhAgMD3er53HPP5f7778doNFJVVcXf//53Hn74YbKyslrncDzxxBPMmjWLl156idTUVBoaGo5b6k6d05PuPBXg+eefZ/78+WRnZ3d7Hk/1nJSU5Fy3bt1SIAhoOu43epIgpJQDXYZBweLFiwVwG5AB1AJuPxiHw2EuKyub73A4hgohrMHBwRvCw8P3dtzvwIEDt8fHx7/u6+tbC1BSUnIWQFxc3KrenKeqqmqkxWKZKaX09fHxORITE/OVj4+Prf/vXOd0prGx0bx169b5Fosl0Wg0Ng0bNmxDWlra3u3bt08qKiqa7HK5zEaj0RoeHr5/woQJG8xmswNg48aNZwFMnz59VXfnablOXl7eyAMHDsx0Op1+wcHBhzMzM7/y9/fX9azTb3SnwcLCwvjdu3efZbfbg81mc/WoUaPWDBkypBggJycns7a2NmHOnDnLAZxOp2HLli1nVVVVDVcUxZWQkLA1PT19W8t1Dh06NHTv3r1z7XZ7cEBAQOmkSZO+DA0N1Qct6/Qr3enZYrEEfPfdd9edccYZ/wkPD69te1w/6dkK+AF/WrFiRT46erDclsWLF5uBhUAS+hAVHR0dHR0dndOPRmD1ihUr9gx0QQYLerCso6Ojo6Ojo6Oj0wV666mOjo6Ojo6Ojo5OF+jBso6Ojo6Ojo6Ojk4X6MGyjo6Ojo6Ojo6OThfowbKOjo6Ojo6Ojo5OF+jBcj8jhLhDCLFDCLFTCPGr5m3hQoivhBD5zf8Pa96uCCH+I4TYIITQs9rrDDp0PeucSuh61jmV0PV84tCD5X5ECDEOuBGYCkwAzhdCDAfuB76RUo4Avmn+N8C5wCbgQuDuE19iHZ2u0fWscyqh61nnVELX84lFD5b7l9HAJillo5TSCXwHXARcALzevM/rwJLmvw2A2vzSlw7UGWzoetY5ldD1rHMqoev5BKIHy/3LDuBMIUSEEMIfbYGToUCMlLKkeZ9SIKb57y+AOcAK4JkTXVgdnR7Q9axzKqHrWedUQtfzCcQ40AU4lZBS7hZC/AX4EmgAcgBXh32kEEI2/+0ELj/R5dTR6Q26nnVOJXQ965xK6Ho+segty/2MlPJVKWWGlHI2UA3kAWVCiDiA5v8fHcgy6uj0Fl3POqcSup51TiV0PZ849GC5nxFCRDf/PxFt/NDbaN0eVzfvcjWwfGBKp6PjGbqedU4ldD3rnEroej5xCCnlQJfhlEIIsRaIABzAXVLKb4QQEcB7QCJwCLhUSlk1gMXU0ekVup51TiV0PeucSuh6PnHowbKOjo6Ojo6Ojo5OF+jDMHR0dHR0dHR0dHS6QA+WdXR0dHR0dHR0dLpAD5Z1dHR0dHR0dHR0ukAPlnV0dHR0dHR0dHS6QA+WdXR0dHR0dHR0dLpAD5Z1dHR0dHR0dHR0ukAPlnV0dHR0dHR0dHS6QA+WdXR0dHR0dHR0dLrAONAFOBUQQgQBY4B4Hx+fhPDw8BEmkylZSpngcrmCpJRGKaUBkIqiOAGH0WiskFIeaWxs3F9VVXUAKEFbbSdfSukawNvROc3R9axzKqHrWedUQtfzwKCv4OchQohAICMwMHBGaGjoWU6nc0xoaKh50qRJIjU11S8xMdE/Pj5exMfHExcXR0hICEajEYPBwIYNG5gyZQp2u53y8nKKi4spKSmhqKjIUVBQ0Lh7927b7t27cTqd1UKITSUlJd9IKbOA3VJKdaDvXefUQ9ezzqmErmedUwldz4MHPVjuBUKIpICAgItCQkJ+5u/vP2T27NmGM888MywjI0OMHj0ao7F3DfSrV69m7ty5Pe5XU1PDtm3b2LRpk2316tWW3Nxc1WAwrCsqKloKfCOlbOrTDemc1uh61jmVGCg9b9682ZGdtc64Y0eey2TyW5OTm/tXdD3r9BFdz4MTPVjuAiHEiKioqF8YDIaLEhMTA37605+GLlmyxCcxMdHrc/ZWvB1xOp18//33vP/++5YVK1bYnE7n/srKyn9ZrdZ3pJSNXhdI57RB17POqcSg0LO0Qt2DOJu28P0PC/nfykI+/2KVvanJurOoqOgFXc86vWVw6LmpWc9bdT27Q0p5wl/Aa8BRYEebbX8AtgM5wJdAfPP2uUBt8/Yc4HdtjrkcyAZ+1U/l8jGbzf8XFxeXO3Xq1PK3335bra2tlf3FqlWr+uU8e/fulQ8++GB9QkLC0bi4uLeAcfL4PCcDsA34pPnfS4GDbZ7FxObtCvAfYAMw9niUZTC/dD33DV3Pg+ul67l3WNV6aXMelrL6aimLkbI0TkrLo3Lv7k3y94/+Rg4fPrxe1/PAv3Q99w6r2iCtaq1U61+SsjhU13PH8p2oC3X4UGYDkzuIN7jN37cD/5THxPtJF+f5uPkDfgcI7EN5wiIiIv4QGxtbcvvtt1sOHDjQnaa8pr+CixacTqf87LPP5KxZs8rj4uKyFUX5Mc29Bf3xAu4C3u4g3ovd7Pcj4BYgBnitv65/srx0PfcPup4Hx0vXc+9wSLv8Ul0p61SLtKoWqTa8KmVxuJTFRimrLpTOxvXys0+XyR+dd649MTHxB13Pup7lINfzW/INWaAekHbVJh22zVJWzNX13PwakGwYUso1QojkDtssbf4ZAPRmfIhoObzN371GCOEXHh5+b0JCwi0PPPBA6LXXXuvj7+/v6WkGDIPBwIIFC1iwYEFkXl5e5KOPPvrmN998UyKE+KWU8ru+nFsIMQT4MfBHNBF3WxRAbX55/BxOdnQ99xLpBNG15eh6Hhzoeu4dJZSyVqxhHWsZzghm+c1hiF8pwrkDo+U+DDVnsCBzJAs+/JVP3pHp4558+q//++abtYeFEFfrej5x6HruHSWUsofd7BG7CSOc6T4zmBy+EmQt5oZ/YKiZw4LM1NNXzycqKndTO0imTU2vedsfgSPADiBKHqvpVQK5wOe0aXYHrkZrtr/bw2sbg4KCfhkbG1vy+OOPNzY2NrqraPU7/d0S5449e/bIH/3oR5WxsbEbgQnS++fzAZBBm5o2Wk1vL1r31V8Bc/N2I1pt+3tgvLfXPJlfup57QLVJ6SyX0lUnpcvS68N0Pet6Hox6dkiH/EZ+JR+Sv2n3elo+Kdepa6RVbZJWV7mUlj9JWWySssRfyurr5Z4dX8hLLl4kx4wevUfXs67n40l/6PlR+Tv5oXxflqml0qY2SWfT51KWjT4t9TxgE/yaa3qfSCnHuXnvAcBXSvmwECIYUKWU9UKIhcCzUsoR3l7XZDKdEx4e/sqVV14Z8eCDDwaGhoZ6eyqP8XZClDds2bKFW2+9tfLw4cMbSktLr5NSVvT2WCHE+cBCKeXNQoi5wD1SyvOFEHFAKWACXgb2Syl/fzzKf7Kh67l7rNKKCxdGBD6uchRhABEKwg+EocfjdT2fWHQ9d48VK2/zBgUUuH3fgIGxjGOWPJNwwjHY12Gw/AqcO8BnGlt2L+G3v/+Mqur6LVlZ2xbqej6+6Hrunp70DBBPAjPlTEYzFqkWYar7EzT967TR82Bdwe8t4CegdZdIKeub//4M8BFCRHp6QiFEUGxs7NszZsx4b+vWrUlPPfXUCRWux0g7qBZwU5m57rrriI6OZty4Y9/7qqoq5s+fz4gRI5g/fz7Dhw9n06ZNEVdeeeWPDQZDiRBitxAiAkAIkSqEeLebq58BLBZCFKDV4M4WQrwppSxprojagH8DU/vxjk9lTns9G4WRp8UTvCXeZp+hCYcSg0M2cN21lzZreUzrvh21XF1dzZQpU7j33nsjjEbjIh8fn2JfX99roVdaBl3P/c1pr2cffCik0O17K677hCein+bmcbfwd/ECr4h/sbZe4ZwrYhg+O5n5lxQzPPIBvnyrkHlnz51iNBpLdX8eUE57PRsxdqnnFoop4gPxPk+Kx/lW2YUl5ElssXWo/rcwJe2vfPlWIQ/+9v4pQ4YM2RUQEHCJB5c/KfQ8aIJlIUTb2tsFwJ7m7bFCCNH891S0Mld6cm6TyTQvJiZm9x//+MefrF69OmzIkCH9Vezjhg0Vl1oFzj1aShdpbX3vmmuuYeXKle32f/zxx5k3bx75+fnMmzePxx9/HIAtW7YoBw8eNE6aNGloQEDA2mZDfgx4sKtrSykfkFIOkVImo80A/lZKeWVzTY/m57EErftKxw26nttTSQVOnBRwkDfFG/xNPM16ZSeXX3sTKz7/AHCCWgGqhcf//Ge3Wn7++efZu3cvzz77rM/w4cNfjI2NXQk8QTdaBl3P/YGu5/ZUUI4Tp9v3JlyTzhUrL2/9dykl/OYvv0GZJ3gu73nOOPda/vjvO1HD/semzVs5cOCAQffnE4uu5/a0+HNvsGJlg1jP0+JJ3hHvccBvOo7oQhwRG1hywfnk5OREzZ8//+XY2NiVLRXA7jhZ9DwgE/yEEP9FG5sSKYQoBB4GFgohRqIN2j4E/KJ594uBXwohnEATcLns5dgRIYRvTEzMKzNmzFjw9ttvhyckJPT3rRwXVFTyRB5Og4NxjEdKCyZXGRiGAoLZs2dTUFDQ7pjly5ezevVqAK6++mrmzp3LX/7yFxRFITAwkF/84hcBW7duHbls2bK8qqqqdaqq5ntRtLeEEFFog+pzOPaMTmt0PXePiko+ee221VHHt+IblDkK4QUROBA4RDCKWsHy5R+yevXXIK2dtGyz2TAYDNx6661+FRUV5/z5z3+2CSFeB3Q99xO6nrvHnZ7bkjQ7kZqCmnbb9i7P46rVV7JRfE/dNfW8P/dD/vyXv6AoRt2fjzO6nrunOz2vuO4T8j/ZR0C0P7/Y8XMAmqqa+PCyj6gtqCUkOYSfvHchE8ImYvrIzKMP/57w8HA+/vjj0DVr1sz7xS9+sUdRlD2qqp7pRdEGlZ4HKhvG/7nZ/GoX+74AvODpNYQQcVFRUV898MADqbfffrtvc2XxpMCOjRy2kS/y+IxPmcgkzjDOwg8jPq4SFLUcVCttJ/CWlZURFxcHQGxsLGVlZQA88MADnHPOOcTHx/Pmm28qeXl54Y2NjbOjoqL+UFFR8buejEBKuRpY3fz32cflhk9ydD13jx07Bzno9j0VlX3kU00V/xAvMkOZSdnRKsJjw8BVSGx0VFda5pJLLjHk5ub6X3XVVUujoqJe1PXcP+h67p7u9NwVDWUNBMUFAhAUG0hdWR0GYdD9+QSg67l7utPzhGvSmXJrJsuvWtG6bf3j35MyL5kz7p/J+sc3sOHxjdz9l3u5/IXL2bJlC8uWLePtt9/mtttuM77xxhuRBw8eHH8q6HnQDMPoT4QQmbGxsVnvvPPO6DvuuGNAhCulxOFwUF9fj8VioaamBpfLhcVioampCVXteul1H0wc5hAANmxsEht5RjzFW+Jt8g0OHIahOGQ9SJs2REOtb3e8EIKWe54/fz5ZWVn873//Y/ny5SxZsoRnnnkmNDAw8H6TyXSoN90kOgPLYNBzXzBibNVzd1RQwf/ECmxYWamsptIQikMxIwSg1nXS8sKFC6moqCA2NjYsPDz83sjIyJVCiMGTi0nHLYNBz33x597quSsyxRQUoaCg6P58CjAY9NwXfPDpUs9JsxPxC/dtt23v8jzSr04HIP3qdAo+PkQYYa09f42Njfj4+LB27VqSkpLYsmVLyEUXXXR7VFTUpyezPw9Iy/LxJCQk5GdpaWl//fzzzyOGDRt23K+nqip1dXXU1NRQU1NDXV0dTqc29sdoNOLr64uiKAghsNls5Ofn43Q6sVqtLSlT8PPzIyQkhJCQEEJDQ2n0a8SGrdO1CjhIgThIEEEMURJRhQkbDkxqCTExEZQU5RMXn0pJaRnR0dHtjm1sbGTp0qV88cUXnH/++ezYscN4yy23xH744Yc7hBBTpJTdj+7XGRBOtJ67wul0YrPZsFqtqKraGmyUl5fj4+ODr68vZrMZdz8UtdS61XNX+McEsLpkNVlxW4kuiSU6OgaUoNb3O2p52bJlfPDBB6avv/767C+//DJLCDFf1/Pg5FT25+4IiAmgrqSe2LgY0ksm6v58ijBY/Lkv1FDjkZ7b9pLExEbTUNaAGbO7nj/eeecdjEYjL730UnBmZuZZDz744Enrz6dUsBwVFfWHKVOm3PLRRx+FBQUF9XyAlzQ0NFBaWkpZWRl2u52goCBCQ0MZMmQIwcHB+Pj4uD2utraWjIyMdtuklDQ1NbWaeUFBAVXWKpJCk6mJraEuyoJqbN/KUUcd34v1VFDBMvE/zjScyfmLLuDfr7/Kb+5/iNeXLuWCCy5od8yTTz7J7bffjo+PD01NTQghmDdvnk9wcHDMBx98sLlZwDv795PS6QsnSs9tcTgc1NbWtuqxvl7rtTAYDJjNZnx9fTEYDAghcLlclJWV4XA4sFqt2Gy21n1bAovg0GD2BeZ51Ic1cvEItr++nTPun8m+1/ex6IJF7d53p2VFUcjMzDTedNNNIy+99FJdz4OQ08Wf3dGi6evuf5a3X39b9+dTgIHw5/5GRWU/+7w+/sdiEX8RTwFaL/b8+fMB+M9//sPChQvJy8vjqaeeIiwsjGeffdZ39OjRJ60/nxLBshBCREZGPjV79uzr33333RCjsf9vq6mpicOHD1NSUoLZbCY2NpZJkybh5+fXp/MKIfD398ff35/4+HisWPlYLqOiuoLQklDi9ibg8LVTmVhBbWwNUpEs+7+PObT6EI0VTdw05JfMefRMZj4wgxWXfspr//6A5KRk3nvvvdZrFBcXs3nzZh5++GEAbrvtNqZMmUJoaCgff/yxuPnmm+POOeecb4UQ50kpc/p0Qzp95kTouQUpJXV1da3BBUBoaCghISGkpaURFBTktrUY4OjRo+3SF7bQNuDem7eX4rpSUoJSqYmtxhJdi8vkat23rZb/NuR5Tcv3z+DDSz9ix6u7GJs0lg/e+6B1/x60TFRUlPj22291PQ8iTmd/bqvpTy9dyYWvXqT780nOifTnnmgZ9mC1WlsbLFwuV2slb+fOnZhMptaGDl9fXwICAjAYtNz2duwcYL9H12zpJRkXN5bgkpAee0mae/546623uPHGG09afx6wRUn6k7i4uOenTJly44cffmjuqtXAG6SUVFRUcODAARwOB4mJicTFxXXZMtETvUkS7sTJ0zxBAw2t28x1vkQejiT4aCi1sdWUJx/F4edod5wBA7dzJ6GEIrxYAXLbtm0sWbKk/vDhw2eeTAI+FTleem5LY2Nja3ARGBhITEwMMTExmM3mXp+j13qWT6BaVEJKwwgpC8FlVKlMLKcmrhppcO8/up5PHXR/1vV8KnEi/NkdLpeLyspKqqqqqK2tpbGxEbPZjL+/f2sgbDabMRgMKIpCTk4O6enp2O321iF0Vqu1tbcwODiYoJAg/hf1MdWB1V0uHF1TUMM757/Xmg3j619/g3+EP+/f/yH/fPyfVFdV88QTT7Tu/+ijjzJhwgSWLFnC7NmzWblyJR9++CFVVVXccccdwMmp55O+ZTk6OvrPZ5111s8effRRc25uLpMnT0ZR+j5vsby8nD179hAQEMDIkSM5UQnFG2loZ8QAtiArRWMLKR5VRFhxOMO2jKAxtIGSkUU4zdr4u5nMIoAAr4y4ZYLL8uXLA88///wvhBBnn2xdJKcKx0vPoAUXlZWV7N+/H4fDQVJSErNnz25tZTgeNNJAg2iAEGgKaaJ0ZDGmBjORh6KIzY+nNraaoylHcfq2Dy50PZ8a6P6s+fMZup5PCY6nP7vDbrdTWlpKaWkpjY2NREREEBERQWJiIn5+fl32+oE2Jr9jq28LLZNZS2tKCNsdQWxjPHWRFmpia6iPqGsNnLvqJfnm0tVMeXWKp70kwMmr55O6ZTkiIuLOmTNnPvzxxx+HGAwG8vLysFgsfRJwTU0Nu3fvxsfHh1GjRhEYGNhv5e2p5UIi2U4OH/JBl/s070hYcTix+XHUxNbQlNrErT63YcLkcZksFgtZWVlkZmYSFBTEnj17OPvss0tKSkqmnoyD8E9mjoeeW6iqqmL37t34+vqSmpraL8FFj3qWUKPa+d7wBRvZ2Ol94RKEFYcTfSCGukgLpSNKcJlchBDKbdyh6/kk51T05yMc5hVe7v5Euj+fkhxPf25LS6NGQUEBDQ0NxMXFERsb2+2QOHd4Em8IlyCoIpjQkjACqgOpia+iPKm8UyMGcNr680kbLJtMpnmjR49+b/PmzeFtu469FbDD4WDXrl00NDQwZsyY49JS0ZN4bVj5hP+RS07vTqgKIg9FklYwinEjxzEk3rOVgjoKt4V169bJn/zkJ3uPHj06WUrZ5NFJdbyiv/XcQl1dHbt370ZKyejRowkODu63MvekZ4sLPq2XnOEPIYrKIWUXX4hPqaOu/Y4SIo5EEr0/hqqEKuanzifVMBwDnrV463oePJyK/mxxyebM9t1ouS26P58yHC9/bouUkpKSEvbt20dgYCApKSmEhoZ6FCC3ped4w8YnrOgUbwinQnhxOJEF0dgCrRSPLMIecCxbxlVcQwrDTjt/PinzLAshhsXExLz9xRdfhHccY5mWlkZwcDDZ2dnd5spsS3l5OevXrycsLIwZM2acsC69jigYOESBBwdIIlIimHXGLMpKyti6dSt2u71Xh3YlXIBZs2aJxx57LCU6OvpD4e03VafX9LeeQUuZtXfvXrZt20ZqairTpk3r10C5NxgFPHBUkJQvuOCIgSP147hVvY+fq3cymjHHdhRQmVjBntm7iFKiKFpbTG1VrUfX0vU8eDhV/dkoBBMPCBYfMXC4jZbHtNVyW3R/PiU4Hv7ckfLyctatW0dFRQVTp05l8uTJhIWFeR0o9wYFxW28IY0qlYkV7D1zF5VDK0jJHsbQ3CSMVh9GMopEkvotUIaTR88nXbAshAiKjo7+6uOPP46OjY11u09vBexyudi+fTv79+9n2rRpJCYmHldx9oRTNfJ/6s+ZxORe7e+DD0u4kEBTIBkZGcTHx7N+/frWrAZd0Z1wW7jxxhvNS5YsOSMyMvJRj29Ep9f0p55bsFgsrFu3DiEEs2bNIiJiYNY1aFLhUHMv3neNcP4RQeo+wWuVEZznuoI7XI+wQJ6PT3N3ntFg5MfDf8zUKVPZs2cPO3bswOVydXMFDV3Pg4dT2Z+bVChwwJpGWHREMGyf4JXKCM5to+W2XdO6P5/8HA9/bktDQwPff/89hw4dYvLkyaSnp+Pr69vzgf2AkEauct3OfM7D6G76moC6KAt7Z+2mLsrCiI0jmZA3CaPq2VS3U0XPJ9UwDCGEiI6O/vavf/3rGVdccUWP01C76yKx2Wxs2bKFuLg4hg0bdkJMuKduka/q4asGyV0RYBYqB5UcvhAraaLR7f7n8SOmMK2dQdtsNrZu3Up0dDTDhw/vdF+9EW4LTqeT2bNnV2/fvv2a+vr6Fd3urOMx/aln0LrxDh48SGFhIRMnTjzuLck96fljC1zYxSg0I7AoCO6LkIz3hVJRSL2oYhSjMWFCSklBQQGHDx9m8uTJXWpV1/Pg4VT35670bAAWB8G9EZL0Zi1/LT5jLGOZwlTdn09S+tuf29Li1YcPHyY9PZ3w8PB+K3cLPen50zp4sxbui5SMMEEJBXyhfEIZpW73P1c9j/D8SCrKKnr9+3Iq6fmkalkODg7+xY9//ONJvREudF3jq62tZcOGDaSlpZGamjqgrRUtNKjwgQWerBTE5wn+r9BATeNkfqX+hhvU20gltd3+kUQxlemdBtmbzWZmzJhBY2Mj2dnZ7VrmPBEuaLNpV6xYERYSEvKSvuxq/9NfegZt2EVubi61tbWcccYZJ3zIRUcaVFjZ0PX7TuCjOpheIJh8QLC9bggp6vhWPQshSElJYdKkSWRlZbltjdP1PLg4lf25vhs9u9C0PKNAMOmA4PPqIfxU/TkT1Bm6P5/E9Kc/t6WpqYkNGzbQ2NjImWeeeVwC5Z5oUGFFHbxjgUkHBDMOCtZakrlWvZVbXA8wnZnt9o8kimnKDMaMHMOECRPIyckhLy+P7hpbTzk9SylPihcwNDEx8WhdXZ30lL1798otW7ZIl8slS0tL5apVq6Q35+krq1at6vI9i1PK0flSsrP9KylPyifKVVnjVGW50yrXyNXyUfk7eUQekS7p6vZ6Bw8elGvXrpV2u13W1tbKb7/9VlosFo/L/eGHHzpiYmI+k4NAB6fKq7/0LKWUVqtVrlu3Tu7bt0+qqurx+bylOz3XudzruavX5kYpnV0UveX+8vPzW+9P1/Pgep3y/uyhnjd1o+cWdH8evK/+9Oe2VFZWym+//VaWl5d7fF5P8cafg3ZLeUuxKg/ZVVnjdMlcdbt8Uj7eKd5wuVxyx44dctOmTdLhcHQ6/6mo55OiZbm5O+T9pUuXRnqTKqilxrd+/Xr27t3LzJkz+zXlUH+x283cj0MOuPeoIDpPcHuJmWDrbO5WHyFKRqP08PiSk5MZPnw469atY8uWLb2u4XXkoosuMk6bNm16QEDAxR4frNOJ/tJzdnZ265i3ESNGDJpWuBbc6dkdPwuB0WYwdFH0lta4+vp6duzYQW1trUctFh3R9dy/nA7+LOi9nq8MgTFt9GzDhoPOKbh0fx6c9Kc/t21hPnz4MDt27GDatGlERkb2Z5E9Rkr3eq5T4cXqlknZSvNE1nuJ7hBvKIrC2LFjiYuLY/369TQ2Hhsq6mmLckcGq55PimA5NDT0l4sWLRp91llneR0JBAcH09TUhK+vLwO5PGVXbOohYYpdwn8tMLdA4JICs9C695w4sWHr8jh/f3+cTieKovRp4sBrr70WFhoa+oIQYmC/5acA/aHntLQ0/Pz8+O677xg3blyXyecHio3uh9l3IkyB52MhsAcnUhSFCRMmYLfbWb9+PRkZGV4ZcQu6nvuP08Gfe6vn0A56duKklFIqqXQbMOv+PPjoL39uCZhdLhe7d++mrKyMmTNn4u/v35/F9Yqe4g3QJmX/rEhglQKTcJ9TeejQoaSnp7Np0yZqamr6HCi3MBj1POiDZSFETFBQ0CPPPvus14MwKysrycvLY+7cuYSGhvY5zUt/06TCp/W92/eZWPBp8xV24OAHtmOnczWxRbjTp09n1KhRbNq0qVfZBdwRERHBCy+8EBkbG/uaVyfQAfpHz6CNeysvLychIYGCgoJBp+fPeqnnp2PB1MufpLq6Ompra4mNjeXQoUMt3aVeoeu5fzhd/Lm3en4mFswd/Pkd3uJVXu4UMOv+PPjoL38GLWAOCgpi9erVWK1WMjMzB0VF0NN4w9yDP4eFhTF16lSysrLYtGlTnwNlGJx6HvTBckxMzJNPPPFEeEBAgFfHNzY2sn37dqZMmYLJZOq3vIj9iV3C2rYtF/OTYcl4uGgiXJqpbXv6PvwuSuer267Cr/mpLX1zKdf/7TpW8DFZbG0XMHes4cXFxTFkyBBycnK8DjKWLFliGDp06EwhRLpXJ9Dps55BmzW8ZcsWxo8fz4QJEwadnh1SS6/VSi/1/OZ/XuNvf33C7Tlb9DxlyhQmTZqEy+Vi//79fSqnrue+czr4s7d6XvrmUm7423U00IANW7uAWffnwUl/+HMLUkqcTidGoxGn09mnyn1/4ugYb3TBFF+4LJhWPXdHSyVPURSvK3wdGWx6HtTBshAiNSwsbMGll17qWQbsZpxOJ1u3bmXixIn4+fm1bh9shmwSkGPtsPHfq2BZDry3FepqYXc223K342cy8cMPP1DbVMsL/36BlFuSAPicT1sD5q66QpKTkzEajV4HGUIIXnzxxYjY2NiXvLzV05q+6hk0A962bRvJycmt+ZNPFT2/9vqb/OKm80G2d/KOehZCkJ6eTllZWY85a7tD13Pf0P05p0d/Tm72Z6A1YD5iOcLWrK26Pw8y+sOf27J//35sNhuzZ88mJCRk0OjZp6Oe3VT+xNP3UXtBOjddc1Xrbm+++SZ/+9vfOp2vxZ+nTp3K9OnT2bZtGw0N3aRC6iWDTc+DOliOjY19/rnnnovwZhnJlqAiJSWFsLCwTu8PJkPOsWrph7pEUUjAQbxB0tTUiOKj8Oen/szw24Zh8Dn2vf6cT9lk2ejWiFsYP358n4KMKVOmMGHChDQhxGyvTnAa0xc9t5CXl4e/vz+JiYnttg8mPW/zUs8ptyXh9BuKy1nUGjB3VfFTFIXMzEx2795NXV03Sw73gK5n7zld/NljPRt9eOqJZznjthnt/BlAWASbszaTkpmCb1DnMcq6Pw8c/eHPLbQ8w4kTJyKEGFR6dhtvdKj8DdmXTVbOdswmE7k/5NLU1MRr/36NW265pd1hHf05ICCAiRMnsnXrVpxOZ5/LOpj0PGiDZSHExKSkpKnz58/3apD94cOHMZlMDB06tMt9BoOA7e7GDwkBN54Ll2TAey8TFxLELy5YyJmZk4iLi8MvKIz1m9aTtmREu8N8Lb4UZhXik2nEHGTGHS1Bxq5du3q99GpHnnvuufCYmJh/DOalKQcbfdUzaAZcVVXFmDHul9cdLHruNL6zBz0HhgTyv00rSFgSz8vinzQZY3E5i7BYjnY7WcRsNjN58uRO+Wo9Rdez55xO/tyTnmNDgripjZ7NwSG8t34zf1z8HCkMaz3M1+JLSlYqBzLzeTvoDbeT/nR/Hhj6w59bqKurY/fu3WRmZrZbnGTQ6rkDMT4KScJBgCJpbGxE+Aj+76nLuf626xFtJkx11ZARFhbGsGHDyM7O7pehJ4NFz4M2WI6Li3vhhRde8CoxdVNTEwcPHmTs2LE97jvQAm7qOB4O4I118EE2/PNz+O+L3LJ/Db/+9b3k5OTw6JNPc8l9v+Oxh/+G7V9OPrh0GWsfW9dqxAcz9/NV0BedxjC3xWw2M3LkSLZv3+5VmdPS0pg3b168oigLvTrBaUhf9AzgcDjYtWsXkyZN6jY93GDQ83c96PnWNnr+89N/5rqHrmXm72ew7ZUcXrn0NS754yWUNwWRtTWbzIyx3U4WCQ4OZujQoezevdvrMut69hzdn9vr+b57j/nzj+55iLyf/54fP/MK/7vkC3Y8tqudP1uDrJ3GMLdF9+cTT1/9uQWXy0V2djaTJk3CbO7cYDUY9NzJnztU/v45PIgFCxYyadIkouOi2RyyiV2bdlG85AgNNODE2WPWi6FDhxIQEEB+fn6fyzxY9Dwog2UhxIiEhIS0zMxMj4+VUpKTk8O4ceN6PfN0IAXsK2BzxzQuMQna/yOiSVlwIWLHZsyKNov17+u3kd0kucV3FFvfz+Hld/+FZU8dvssDWo0Y2o9hdkd8fDwAxcXFXpX7d7/7XWhMTMzvvTr4NKMvem5hx44djBgxolfppQa7nmnWs106+Xzb51TJKiJGhrPr/d1c/N5FHN1zlHeXv8OYzIn4+9V2GsPckZSUFGpra6mqqvK63Lqee8/p5M9+Su/82SQ0f/7H+m3st0tIHsmajz4g+tl3Me0OIHh5WDt/BroNmHV/PnH0hz+3sHv3boYOHUpISEiX+ww6f25T+Qt890X8stfwm/vuZUvOFm58+gZefOhF5vx+NmteWcvsS8/kNw/9plfp4UaPHk1paSkWi6XP5R4Meh6UwXJsbOxvH3zwQa9qeYWFhfj7+3uc9Pt4CFhKidVqpa6ujpqaGlwuF/X19e3G8uy1g61tT0VjAzRoYzBNTQ2Eb/qSSePGoUqocsFvHnoIbvsDOxscbGpwkVKbTkRVJAdT2xsxaAHzD+R2mYc5PT2dvXv34nB0zv/ZEyNHjmTYsGGJQoiem4dOc/qiZ9CGXzgcDhISEnp9zEAZsid6blQN/PPBf3HVH36G6lCRLomvxZfgqmD2pebzVvAbrUMyuguYhRBMnDiR7du3ez0cQ9dz7zmd/HmPDay91HO1Cx5o9mecDlBdfFpWR0llFWNSJhEXFN+pDD74YMeGSud70v35xNBXf26hsrKS2tpaUlJSetz3eOhZRcWJo/UFsvnvY2sxdPJnaK38mSOjufHiC9m+ZTMSSRNN/H3biyBpbcy47JVL2LxlMz6hPvgF+dEdLbnxc3Jy+nyPg0HPgy5YFkIEGI3Gheeff77HZXO5XOzbt4/Ro0d7de2+CtjpdFJSUsLu3bv5/vvvWb16Ndu2bSMvL4+DBw9is9nYvXs3GzZsYPXq1WzNymJj3n5SrDXakjoAlWVw5Sy4cAIhP53Kj3/8YxYs+BFWCXNe/RjX2EyIjofgUETqaKZOmkhAQCiXzfi/TuUZznDGMA4D7if3mkwmkpOTvZ59/dvf/jYyLi7uN14dfJrQFz0DqKrK7t27SU9P93h1vv4yZIfDQUVFBfv27SMrK4uNGzeyYcMGGhoa2LRpEz/88AOHDx+mutbCyroOTtyNnjP/tZyyURn8PPYuxoSOJWF0PP+c+DLVgdWEzQylhpp2Y5i7C5gDAgIYMmQIBw4c8Po+dT33jO7PXet5dgd/DhwxGteFE9miBPLesJlcol7XbgzzcEZwG78ingTMdO6y1/35+NNXf27B5XLxww8/tE7o6w39HTA30cjveaT1VUwJv+cR3uINJCpOCZ93HK/cpvJ3j18DG775kvHjx2FTJcv5mK8e+pq5f5iN6lARNkFKVir10XV8qLzfOiSjO0JCQoiJiWHfvn19vr+B1rMYLLn/WvD397/h17/+9bOPPvqox8vc7N+/H5fLRVpaWp/KkJeXh8ViYfLkyfRmZqzFYuHAgQNUV1cTExNDWFgYoaGh+Pr6tvvirF69mrlz5wJaEFRcW8dTB2vwqT5KtKORNUFD+DokEaviQ6oPbE8FfwXqXfCHCnii8tg1h9gs3F2axdNxmYQFBbEmWbJDWc+X4nMMGDiPBUwmAxPuV95pQVVV1qxZw4wZM9yOseoOl8tFUlJSeVFRUbKUPfSVn6b0Rc8ABQUFNDU1eR1ggOd6Bi3/7ZEjRygtLUVRFEJCQggNDSUkJASTyYTBYGDdunVMnz6dhoYGamtrKa+uYWd1PQXCl1XBQ9kcEItT0SpqHfX8WAX8pVnPN4RKHguoY132V+zN3NWphySCCG6Vd2CQdlC6bs1wuVysWbOGM844A5Ope913dbyu5+45lfxZ+Ip2/rxh9QZmzp0JgEE1UFrbwFMFNfhU9ezPbfUM7f250KR1Vd8UKnkqFpYpS0ljlO7Pg4C++nML+/btQ0rJiBEjet65A974cwuqqlJfX09NTQ1Hq2uos9TgcrpAQFNdPX6BgZj9/AgPDcEvOIy7G0P52N5mKN+RA3D7hZgEpBqc/PSKK7jj/t9yyCHJ+ewDlm5/iRmPTMPX4suGGzaydedWoiZGceFbFxBEED/nlwQQgJGuh1S1aHj69Ol9WqVyoPU86ILl+Pj4XVu2bBntSZczaK1f69at48wzz+yXVXJ6I+D6+np27NiBlJLU1FSioqK6rVW2DZZBW4wkcq+2HnuAy848y2HOshzh+8B4bpk4gpkBCqrQlqacUwAtT8qdEY83w5pkyX4lm0QxlBBCezTiFoqKiqisrCQ93fPc3w8++GDD008/fVtTU9O/PT74NMBbPYPWErZ27VpmzZqFj49Pn8rRW0OuqakhPz8fm81GYmIi8fHxXX6f3Ok5ai8EWus523KYjIYy1gfF83nIMD4f5sMMP1Cbx8zNLmiv5z+WZ/GjaRl8FvIBBzjWkhZOBD/lyl7r+fDhw9TV1fVq8pg7dD13z6nkz1asfMB7lKGlaRuyOpHCuYf5EQsYy7hWPVt68Gd3eu7ozy38IUryq3AwGRy6Pw8C+uLPLbRoe/bs2RgM3qVo9qYCeOjQIcrLywkODiY0NBRjUCh/tIbwg6r9VlyTv5qlw+fwcFAjExy1VFbXsKK4GqPq4rugoawKHoJV0fZdk0SrP29qgrkF8Eq85MJgB6/Xv0B0VmynMfcASSRzPTf2WN6+aLgtA6nnQTUMQwgRHxMTE+mNcA8ePNia1L0/6K6LRErJ/v37ycrKIi0tjRkzZhAdHe1xN/khuxYoAzQYTKwIG849iXMY5afgyl5HQ10tjSpccqRnI/7BBi9UCcbIyUQQ2WsjBm0ySXV1NVZrx8z7PXPVVVcFRERE9PxtOQ3pi55B03RiYmKfA2XoucvP6XSyY8cOdu3aRWpqKrNmzSIxMdGj79NhuxZYFJsCeTNyDPcNnY3FYOb5knUMtZRhVKBRhYvd6Pm30Zn8tiGIS9RrGUYqABOZxM3c6pGehw4dSkVFhVdaBl3P3XEy+LMdO1Zp7ZU/CwRncTbns4jzWUQoIZzPotahEi16hvb+PLKDP7vTs7tA+aoQuDNC4KcI3Z8HAX315xby8/MZNmyY14Ey9H5IRnV1Nd9//z27du0iKiqKuXPnkpmZyfDhwwmLjKTO4MOmJi3gbVBhk1UQGxhAfHw8vsPH8GDCGfw5biom6eLPR9bxs4qdXO7vYJIvrf58yRFQgeuLBctLrIzNmsjRzNJOgfJEJvEzrnY73r4j8fHx1NbW9nmxkoHU86AKlv39/S+44oorPF6TXVVVioqKus3Z6Q3uBNzQ0MD69eux2WzMmjWL8PDwrsuFSjFFbGA9G1hPAw1sYD0qKqqEr9zoxs+gcPvEEWROnsS23O08vWUP5U7t2l0ZcZACHwyBX4WDnyJQPHysQghSUlI4ePCgR8eB9hkZjcbhQojuR/ufhnirZ9A0XVhYSFJSUs8795KuDLmyspJ169YREBDAjBkzutV0l+WV8GUHPdsVA9+HJbPgjBkcPXKIzdnZXH3IQVnzHLyOen6lRvCrUrhEvZaruIbzWYQJk0d6FkIwbNgwr7QMup67Y7D7sx07exv2sHb9WppsTT36s1GaKGtK4PPKkXxeOZJaly+fV47EJP3c6hk0f76jrT9v7b0//z0OAhQweJgtVvfn40Nf/LkFu93O0aNH+0Xb3QXMLpeLXbt2sXPnTsaOHcv06dOJjY1t1wodqMAYNyN1hploF2/UGn1ZHjacuxPnUG0K5PqD62mqKqdRhcsLafXnBJuF6u1ZFKVlcnXArQShadqMmcv5P85nca/9WQjByJEj2bt3r3cfTjMDqedBFSyHhYVdvWTJEs8GZgElJSVER0f3W6tFW9oKuKqqis2bNzN27FjGjBnTY01SQaGRJlbzLav5ljosbGQDKip1Knztxoz/HK2lK1ICgvhhzBnkO+Deki0kW6vdGvEUX9iTCgsDIbAPi3QmJCRQWlrq1USD888/3wTM8/7qpybe6hm0lFExMTH9rumOhrxv3z727NnDlClTSElJ8bh3pIU6Fb7pQs/Bfr6MyZjCD/7RzM1bzxB7XZeBRa5V4JCQKFMwNU966ipbQFfEx8dTWlrqdWYMXc/uGcz+vDV7K7uqdrJj8052jN1OypgUFEP3P28GISh1Cu4s015HHPBoucAlRbd6bvXnsWeQb++9Pwf04ddW9+f+py/+3EJBQQFJSUkejzXuCncBc01NDevWrcNsNnPGGWcQHOw+vjcIyOwwJDhU0fTqLt5QhcJ5aUlMnjqNvfv2s2xLLt/VaRP22vrztbXBfGTx4Ub1LkYwktu5kxGM9Kh3BCAqKor6+nqve/1aGCg9D5pgWQjh7+PjM8ybAfKHDh0iOTm5/wvVTFpaGj4+PmzcuJEpU6a4XZ61K5JkKr+WD/Jr+SAxxHG7vIcGl8AsYF2HIerpZrguFMwCDjvg7qMK70aM4qA5hD8VrufZ2EmtRiyAByJgdTLEGbUvhKv7RVm7xWAwEB0dTWlpqcfHXnbZZSHx8fFXe33xU5C+6BmOr6bT0tIICgpi9erV1NTUMGPGDAICAvp0Tl8BazvoeYIZrg3V9FzoFNwsh/BMzGTuL97MA8Wb2wUWbfUcoghMwogTJ3ZsfM1X7OSHXuvbYDAQExPjlZZB17M7BrM/J6cl0+TTyP6NB9g/JY/qsCre4e3m9FndM7pDqDTKrC3c4NuDPx9xwD0e+nNf0P25f+mrP4M2HPN495iUlJSQm5tLRkYGqampPTZmuNNzo9q9nkP8/QifNI031VB+V/Q9aY2V7Sp+ErihWFBk9+ES9UoCCcQHn3Yp6XqDEIKkpCQOHTrU62PcMVB6HjTBMnDO4sWLPZ4q2dTUhJSyzz/23WGxWKiuriYpKYk9e/Z4WLsX+O4WmHYLsq1wY7HAiIEKF5S72u4F/0nQRG2VsPgIONBqeNPrS1geNpzLK/eiSJVYI6xNht9EarOxERI7diqo8Ei8HUlMTOTIkSMeHzdjxgxUVT1TCDGY9DTQeKVn0Ib6KIqCv3+fJmh3ixACRVE8Xo5UbfNfy78lsld6tjdfSgKqEK3jPDvpGWhUXeSxl7/xVzbyPetY51FlsC+mrOvZLYPSn+3Y2W3ZTXF1CeVJR0nYMxRUqKcOq2qkvgerTvBp/yM42gw+QIULjvZCz936c5Sm5/5apFf3537Fa39u4ejRo0RERBy3HhMhBDk5OUybNo3AwEDszf91R1d6Lu/Bny8oFHwRksTqoCH8vvh7/hk9obXiF2uENcmQZBL4Nreg27GTTx6NeDYGOSEhgeLi4j4tgz1Qeh40X574+PifXHDBBV0vB9MFZWVlxMbGHo8iAdrEp+zsbDIzMxk7dqzHeRFtEpLbzM8a7wt+Ar7toLEbQrX0Wo0q3FwC++ztu0JaWjB+U5/H7lSY4qcNu2hUXdRTz9u8ycv8A4H3zhwUFERTU1O7pPy9wWg0MmHCBAUY5fXFTzG81TNo3dYtK3gdDwoLC6mpqWHOnDmEhIR4pGcHDjazkW/5mjosFFOElNKtnoc16/mWEshvo+e/xE/lL3FTuLs0iwt8He303KBCkRMcUiGHbdSj5QAtoZgaqnt9jwEBATidTuz27n9c3KHruTOD0Z8lEofTwZ7sPRzI3Efx2EIagxsZmT2aq5238Uq1IM8Gjm6kbZeQ1Mafx5m78WeTez136c8KPeah9QTdn/uPvvhzC0eOHCExMbG/itSO8vJyGhoaSE5OZseOHVhVK2tZQwUV3TYaeKRnH2iUmp5b4o0FtQW8FjWWqyt24qs6+VEg7fTcoIJdhY9Zxn95izV851EDndFoJCwsjMrKyp537uYcA6HnQRMsSymnZWRkeHxcaWnpcQ2Wd+3aRUpKCoGBgYDnicSdUusKaWGyL9R3mDwSaYCnY7QxR180wH9qO08WMQmYNSaNc+zliPpaFKkZd65VoVa1cYD9OHCwjew+DceIioqivLzc4+PmzJkTJITw/AGeonirZ9ACjJiYmH4ukYbVaiU/P59JkyYhhPBYzyoqDTRQRDF2HCgYaFCVLvX8ZQO87kbPR32DCUkezm9qdhBqoFXPT1VC6j54vgpmq+e1u/Za1nhkzDExMRw9erTX+7dF13N7BqM/CwT7du1jcspkhgRqGQ2caXbSg6bwyaZc7imVLDmiDavoCqds33Wd4QsNXfkzXeu5oz8bhAsHdkoo7rSUdV/Q/bl/6Is/gzZpta6urttlrT0oDDQeWxLaZrOxY8cOpk2bxujRowkIDuDr7K/5Tl3Ff3mz6wqYdLnVc3fxxpf1nfX8ZUgKa4OH8krjTj4YQid/XtcIaVKLU7eT63EDXVxcnNdD5FoYCD0PimBZCGEwGo3hngrP6XRis9mOWxdfRUUFDQ0NnWqPngQYfqK9eEeawNhhfOdzsWACalxwbXFnIx5hgu3D4NowhckTJ5Kdk8u6BpVx++EnhYIIIghGG/S/ke89mgzVkdjYWMrKyjw+btq0ab5xcXH6JBK81zNos6tVVe1T8vaukFKSm5vL2LFj26Wj66hnFbXLoNQoTUxTz2G+42qCZQTRMg5DBz0/30bP13Sj50tHJIDTQUFxGRuaYPx+eKRcax35e7UggsjWGdgAO9nh0f3GxsZ6bcq6no8xmP25saGR4YnD+T+uZDFLuFa9gy8j0/hIBvOr0myKHCrXFmstYu7o6M9pJjrp+ble6rnFn7flbuOQWsALPMc7vN2v96z7c9/piz+3UFlZSXh4uNcTotvRVAfCBdIFahM//PADo0aNwmw2Y8dOUVohh4ILSMlOpVat5SM+bD8cQ63TVjeVjfgJlVFt5t2luYk3euPPz0xKIsnVRGNlOfUu2vnznysFyep4QOtpzGWbRw10kZGRVFRU9OkjGwg9D4pgGRjpzSICFRUVREZGHofiaKladuzY0eXylb0NmM2KVrsDbZxQlFGroR1ubmyY5Q8XBIFLwJJCCGlqL9xrQmDbMBhu0o63+wWxyj+Of+Tkc9ABJU5t1va5ciEAlVRQSgkS78YEhYeHU13d++7uFiZPnoyUcppXFz318ErPoI2Di46O7ufiaBQWFmIymdyev0XPWdlZWFUrBRzE0WF8nAsXQkhW1AkS8gU/2AAETSocaqPnxb3UsyIEQ8ems2rHLhYecHCgTQNciRNWtdE1aF3aWWztddd2cHAwdXV1Xo2P0/XcjkHvzyZMpMuJSKnw9yrBsvA0CsxawPyxReV9i+a7HTErWm8fHPPntno+w6/3/mwSTgxBBiriylmZv5JqqqmjjgMc6FMDRlt0f+4XvPbnFvq9x8RshsppFBbtQSKJiYtBRcWJkx/YTllaCY3BjaRkp7JL3clOdmj+LFVcsgk7Ck3CgCJcZDQnVetLvDHCLBiTPoHcHTu5/oiDOYdo9edvG6BeVZjCVAC+b87w1VsMBgN+fn7U1dV5/XENhJ4HRbAshMiYPXu2x/kOa2pqvMoJ2xsKCwuJjY3Fz6/rdH49BcwqKg7sjG9uufAV4JDHanlG4PV4LQfiYxVQXHNMuBbfIJYNgefjtNYPm4RXayB5H/zJP5UZ9cX4qpp6n6wUJKnHvvzrWOv1RD8hBL6+vjQ1NXl0XGhoKEajMVwI0YcEdqcG3uoZoKqqioiIiP4uEqqqsn//fsaNG9flPsPThhMQHMDy7I95T32HehpaW5nt2KmhBlVVmNCNnv/joZ7TjvjybmAyC2o755DtqGuATWzsdUVQCEFQUJBXpqzr+RgnhT9LiampiQBFkJsKVwTTLmC+tVjlqFPTZkfSu9NzQu/13Kga2MRGtqfmElYcjuLQfl7Xs6bfhmLo/tx3+uLPLVRVVfVPRdDWBNYGcOTgsu0mL7+KwvTDVFCOEwdmzNzCbaQzoV3A/Im6gnoacGDHqYTQoCog/QBjj/7s6qWe37L58axfCqbD+e2KLIGnK2GK62wAKqjgKGUeNdBFR0f3qXV5IPQ8KILl+Pj4s6ZOnepxvsOampr+GTPUASklBw8eJCUlpYsdjnU5tA2YbaoNFy7s2HHgoIJypGpgWHO3iK+izTxdWa/9++4IiDZArg3eLDom3PiQIPYOhwXaMGl+sMH0g3B7KdSr4BIKq4KHMs9yGIA1jVDjEkxnJgB72dOnloyQkBBqa2s9Pm706NEA3ufiOUXwVs8AtbW1x0XTJSUlREVFdV4NUFpBPdaCvD5tLVXBVQzJTuQt9Q2cODFII00uI42OcCyq6KTnz5v1fE+E1pLRGz3PaKPnVcGJnFFXhFFt35W3uhHqVIWpTG/dVk0VRRT12phDQ0Opqanx6LNqQdezxknhz0114LJixIW/cPByPLybAF9GagHzTSXZXHBYxepGNilt9Gxro+e7IyDaAz3fWSYY55oBiqRyaAURh6MAKKCAJjwLbrtD9+e+0Rd/Blrzt/dlxb5WBBBkhoYnKKx/kpD4ELaZsnmR5/mSL3DiREFhMUu4lMupTqukMbiRIdmJvKe+g5Q+gImXq32IzxMccvTsz9s98OfPg4aS0VDW2jDXwr9rBCEikCi0XkpP55P0xZdbONF6HhTBsqIoacOGDfP4uKampm5bfr2lurqaoKAgzGY33yfZBLIRm7S2/mCnpaURGBzI5uzNfK1+CUCjS8HsiibfrmAEogxaTc+IFtwONcLDUeAEbttv4a7SLJ6Jy+Sq+CBWJWnJxO0S7iyFSQdo7vI+xjfBicyxFGqTA4AnKyHDNQfQWrQ38b3XrRneCnnUqFFm4PhMDz6J8FbPUkpcLle/LG/dEbe5bqUdXEdxCgU7dpw4uYz/Q0kTNAY3EpAdyJfqShxSsteukJgveN8iMNBez2ub9fy7KG3CVG/0vL2Nnu2KgayAGKY0dB6L+WQFZLrmoqAQTwIzOQN//HqtbW8DC9D13MJJ4c8OG/j741CPUkMdPoqdRUGSPalQEK8FzOccyua+UrVTOrm2ejZwTM8Pe6jnd2rBT/iSSCKVieVEFEa0roO9vg+9fR3R/blveKvnFiwWS/9UAlUVLFWgqEjrJxwsHUlBitbDJpFsZhN/42n2sgeAtOYFQZQ0gS3YyrisSRyxg0MKxpkFNSp8Va9peEEgBCvu/fnWNnq+ugd/dgmF1cFDmWspbFf0WhU+tMC56o8ByGOvRxP9goODsVgsPe/YDSdaz4MiWHY6nTFxcXEeHWO1WjGbzf0zwL4DPaWEsWEnV+RSSy127KioDEkbwq7gHdiy7aguAwYM/KxI8LtybTWo0WYt9QrAHnvz8Avg5n0WrirM4j9DMnk3LYgHm/11mQWG7YNXanDbhtZgMHHUx58UmxYIvGcRhCkBLGAhN/ILzmSO163LoaGhXgUYycnJ/oBnD/IUxBs9A9TV1bVmXelPGhsbu8h168Su+PMVX/AW/6GRRvzw43puZETacJqCG6nLrsfuEowxwXkB2ipQdaqW4aVFz7vtsLQrPUf2Ts/fBidydnNPCWiByxx/SPIRRCqBPMjvuIbrmMd8oonp9epR3moZdD23MOj92doIlkqQR0GJ5FXxMm/xH2xKLVFGJ2uTIXV4GofMwZh2Z7O+XsXaxhqt8piehfBez00SltbAPPljXCYXNn8bfrVarvQd/ICR/ukx1v25b3jrzy30W4+JtQH8fKDxeWodF+PnH8BOc/tJzA008C7/5U3+g02VCFcQN3Ajlw6/DotfOC9t2Mb39Spz/Nv4cwO8Ew4RBi1w3tONnn/brOeP6rr259VBQ5hT1z5Y9hXwfZMggVRu5Bf8hoc8uvWWVnlvV1mFE6/nQREsCyH8PZ3939jYeNxmWVdXV7sfNypVcB5AiCC+4HOe5RnWsQYXLnzw4cK0i0gNGs1L67fhcKm8FAdbrdoyp6NNWoL6jU3w40DIUKCx2sI5h7LYkprJd2OCGGuGEhecdwh+WgyV3egoWAFneDQPGCvZPgyOjACrClOYxlCGYsSImfYt49oY6p5b5Pz8/LxakjIhIcEnLCzM+yr7KYI3eoZealqt14ZOeEBFRUXnVHRSgqsUIULYJrI5yEGe5RnW8h0AcziLRWkXMC4ogxWbt+FQVf4df0zPY5r1vKlFz35a197UA1lsbdbzOLM2Ua83eq73DSRZWnkiSrJ9GNSOgo+Hwm0RYBQCIz744osPx1rde1MZ9PHx8TgvbQu6njWOiz9LqzaDX63Reus8oJM/CwGRYahIDnKAOupa9bxOrMao2PldtOSOyWlU+AXz3dZs6p0qDunEgQOjUI/5c6Om58w2et7igZ6fqxLEyASCCcYv2o/Myqncwm3cw304e8gYoEqoc0GtSzYP57Nhk03a704bdH/uG976cwv19fUEBfUpRbOGbwD4hwA+lDTcQkN8Q5eTl4sowoCJf9cI7KoJozQTOCyNMt9gVm3NxtnGn30M8OunwG7XeqQ7+nO7eKNZz1cUde3PtUZfVEXhIrOVJ6Jp9ec/RmsLnnQVb/REYGAgDQ2eLWrSlhOt5wEPloUQwseLfmer1ep5ei3pBLUWpA1VrcOGrdMPrtPpRFEU92u9ywZcSjC5bMOBAxcuVrOK53mWIooIluEMGT6CEt9gXv4+Gz9UbgrVRHh2gPZhr26EN2Lh0GELK7/KYlFGJv9KDkI64I8VMHIfrHfz2xFlgIuC4O+xkD8cykfC3UmhTHLUMt5Xm9UdbBAYMeKQUOvSjNchocoFNS6V9azrVbAshPAqg0BcXBwBAQGpHh94CuGtnqGXmhY+YLkXGv8NjmxQG3FKB1aa3OoZtHHQoaGh7TfKOlzCzC52YkX74W3R8zu8jUGaiFCHMHxEGjt9gnl5g6bnX4Rqejo7QMu9OVHCfxPgcI0F284sgsdn8nJyEAa0SSRd6TnaAD9p1vO+Zj2PCQvkBnMd433BJLT8nqbmSSoteq5zSSxY2M9+Sijp9Wer69k7jp8/m+DoSKi+FCz3gfULXNKFFStOnF3quZM/qyo01IA5CIchjvViXeu+LXp+gec4qhwk08/Fs9PSMAUHsyc7G7tV0KhKjAjm+mv+vKoR3kyAQ816DhqfycupQSiid3q+M1xL1XUn93B26DzCa8OJIRYDhtZgoqM/Fzngm3oth+0tpbC5SUuT+DIvIXFBhyBb92fv6Ys/t+BV7KHWNTd0tNGzooAwQ8Bd1NQpZIRlcj03Mps5JJKIoU1PxDw5nx9scEcZjNsPWVbBJF/427Q01MBgXmrjz9IEE0eByUdbt+GNNv7cVs/dxRsd/fn8+FCe8Kvlzgja+bNZEbjQvrd2tU67z15iNpux2bwfmnSi9dzjOo1CiNeA84GjUspxzdsmAv8EfNGG3d4spdwstD63Z4GFQCNwjZQyu/mYO4GfAX+RUr7b5hLhERERHn/zvRNsMRxNAhGKjFjLAUWhmiriSSCCSPzxp7y2nMCQQFy42olV+zD8cAkTRlFOKqkc4UhzloBqlvIqo8UYlhgu4qHMEby/PZ8vtmRzx9TJNDUpLPaD9SqcHwi2GgtbtmRx5qxMfH2D+D4bZk6E16pprVcm+cCZzV0rZwVoXSo2CUEKKM09m2HBQeyts9CoakZ/2KHVJLOssNsGe2yw3661kqxIVPmKLxjLOPzpeRllIQSqqrqvNHRBfHw8QoihvdlXCPEjNK0YgFeklI8LIcYCrwB5wLVSSu/GkXR/3UGpZ9CS0QcH9zBJWzqh8flj/w56isKAi/iKL4kkihhiiCeeSCLxwx8nDqprqxkxqvM8CKcSwRBh5hzmc5ADrXqeps7iPQu8XydYGg8PZabx/vY8Vm7J5rapk9luVzjbH3IlVFZAUICFLTlZLJiaSaxvEPkHICEBnmizSFNyBz2Hu9FzaEgIR6trMQcGt+p5h01rLdljg1InfJsEf+IvAMzjHBJI6PFzbTFlT/1C1zNwPP1ZLQR7Idi/Atdh6sxTeYan8MWXKKKIJLpVz136s6JAUDhgxYdAfsQC8sijoI2eW/x5pjiDecoC7p2Yxs7teXz8yTbOXzCJAh/BEj9Y74K7gkG1WChu0XNIEGub4MZiKGzT6JfkA7P94dwAreLYXs8CKQ0EBERSY9nVzp/b6nl3sz93bL6YHwDRPUxg1f35xPtzC17FHjjBcjcYx4FPBhhHghKFDQdSUbA22gn2CyaEEBIYghMnRoyUc5R88hilTuG2Ss0oCxxw9iEtBdzrbvzZ6lJYdBbk7dS0ZKu3sCUri4VTM4nxSs9QFBpKtaWG+pgYTOKYnk1CEmCqZCc7mCamgOz9sCtfX1+vekhaONF67s2i5kuBF4D/tNn2BPColPJzIcTC5n/PBRagzU4cAUwD/gFME0IEAlOAqcCHQFvxRnqzWpnNZiMsLMzj4wCQNSCbOEIl61jbutmIkcSaJAJDA6mhmnjiiSaGYIJRUXEJbbhFOhMYyzgMKFRTzT72cYD9FHCQT/kfP+YSLhqfxo68PLZnZzNl8kQam7SJryn1FrKyslhwbibCEMTld8Pna2H92/DRcKhwaUGFvwJIrQbXKDXh+ilgUTWDzbXCNqvCOIfCjXlODqr9uz69r68vNpvNowk6UVFRuFyuqJ72a0738iIwHygEtgghVgB3AYuBy4FzgZXelL0HljII9QyaCUdF9fjxdcKBgyMc5giH2203YiRcRpDgHMoGn/Xt9az4IlEJJYwzOJOpTMcHI9VUY5aRvG4XrGmEhDx4KgauaNbzD9uymTZ5Mo02BYMC4cEWtuRmsWBiJkIN4vK74Iv1cHQdvBQHMUaY5dc7PRfIUAyFpfzLNpQiN72RYV72g7WYsqc/cLqegQHwZytWjjT/15b2/qw1ckQTjdkQBphxqBAm4jlTiWUGM1v9OZ98DnKANHUsH9VpPSNXjErD4chjx/ZtZGRMRggFowEctRays7OYMT0Te1AQlxdp2QRGm+GmIPhRgHt/tkptm0WFA3bI0f3ZW5YyCPXcFpfLhdHo4fOUNmj6d/ttYZ+QZx7KLutOAsyB7BV7Wv1ZQcGJs7m6GIsF+HcCPBSlrbr3TYM2ca/Fn/9vdBr7Dmj+nDlpMubmCSXJdRZ+2KH5c1x4EJ9Z4PzCY3peENg7f/5BhOIoK+Q9P62S1+LPT0TDksgaDnKAaWSCB5P8vEmB2JYTrecen7iUco0QIrnjZqClCSwEKG7++wLgP1LrI9oohAgVQsQB9W2O64iP2Wz2eBaIw+Ho96wBTpzYmuyUxxxkO7mt2wWCEEKIapbufHkeO2wGUnwgSEQxSkYyWkwhQAhcaOusf1wHN41Io2J/Htu25ZCRMRkpVXbvzGLq1Exy84JYvRnuugbefUYbQuo0gsFXE265UxuYn92ktRbvsWutEbUd6j73KM3j10z9OzHMaDTicDg8MmOTyYSUsjcuMhXYJ6U8ACCEeAdNOwY0jah48q3zgMGqZ+h/TTtxUmWvJNgcwja2tm5v0XMkUUQRRRzxDFfHYBRGgmQUduCecHg4EspcmjE/X9Ws5315ZGdnk5ExGZdLZcf2LKZM0PS8IQcevEnTM8BlJm04aW/1HOUI4IamRreBcl/w8fHB4fA8M4yuZ+Ak8OdfyPv5a0UQP1i1IGCSr8IEX1OrP4+WkYwRU1GkwuwAwef18EIj3DQpjcqCPH74IZuMyZqed+/KIiMzk93mIL6phkei4MMh4HKCzQpGBcwq1KG1Emc1af/fbYe9NqjR/blPDFY9Hx8kddRR0FhAeEAEm9kItPfnM5mDnzOZMqdgmA8M84HrQ+HKEG3uSKkLvmvQVuRLiEqjSuaRlZVN+oTJqKrKnl1ZTJyo+fPG7TBvBjSO0kaDNKENGWrx5732bvQs/Xm6qYmvvR9i3AmTyeT15OuW40+knr2t7v4K+EII8RRai/zM5u0J0K45oBBIkFJuFUL8AGwFnuxwLq+GEEkpj8tMa0VVUA3tHU8iqWn+7yAHmMd5TDygvRdugFEmwWizkfFmmO6nzay+JRzMAiJHppGXl8fatWupr6/jjFlnY/QJYvIYmD4J6o3amKF1TVqNbbddC7btvewoCnXZCHLZPRi92TusVqvHE6N8fHyoqKjoTbeIO51MQ+sm+RTIR+t2O1H8igHWM+Bxt2pvUFzd63kfWsL567mV58rieL0WRpm0oCPdDGcGaGPXJFqrQ+So9nqedebZGIxBTJ8AZ2ZoveK7HPBBned6dgqFZFvf0gm5w2azeRUs63oGTgJ/Bih2aOMzv+jwY97Wn9PNWqvwT4K0X0ezAP+kNFwH9rbzZ4MxiHQgIwSOlMIX+2DrDth9QHt98g/4rYT/9kKquj/3C79iEPjz8UJxCVTjMU239eeRjKK0KZklzXep6Vnz5wlmbUW+nwSBvQlCAiEqbDj79uWzZdNaGhqOxRvTJ4CPEY6UwM79MC0dvjDAk1WQ3xt/FoIhdu9X3HOHy+XqU8vyidazt8HyL4E7pZQfCiEuBV4FzunuACnln4E/u3lLNDY2Bq1evdqjAjQ1NVFeXu5hd4gdHE9pfxrLsQono2i/QpipyUTQ0eB24m1XWGAt3/GUtfN2o4AdCuwTWhqiYEXb7nK5qK/XKrvbc7cCAiG0WludqnXhRUqYIWGGB3cDkGqr5c7SLBoMXRtAgAI5h2AUY9nGts5jsd1QW1tLVlaWR61DqqricDi8nmYspdyGJuITzYDrGaChoYFNmzb1EDCrxzQMYBiCTTnYScethVEFpiYTo1Z3v7zrXnYwybmX+ObfX4E2Vi1LgZ1t9IzU9NzQoOk5N0fTsyq1lEVBAVApIdLluZ4NUiXG2chTh1e7fx/4vpTWe62jntW437ctdXV1VFRUkJeX50FpdD03c/z8ua2OlVBchuwuddyCO3/eyRbOcShM7ibZhAAMArIV2CW0vLL+Quv5aOvPP2zfipQCKcHSnIaryQaRZpgxQnvl7YT5AjJ6kfWqN/7ckYASKDY0EUMs37O5OX9t+4qH7s8n3p9bqKurw/Pjne31DmB00SBqGOpIxuA0EFTeeb5KBZWgfsdT9vbbW/w5W4HDBghqlociwOk85s8tem7x57oGsNpgmwOMBrjWg/qWWaqdvHlIMRww2ggmlI1sbVZp7xp87HY7VqvVi89S40Tr2dtg+Wrgjua/30cbJA1QBLSN9Ic0b+sOp9lsrps7d65HN719+3aGDBni2XKqrsNw9Dztz4jNfGOqZCs72+0y5IdEauKqqY90X4vyw4/L5P/xarFgrEmbPDfSDLFGaFK12c3+Chx1NrdcNFnYsjWL2XPOYtPGDQQFBTE+fTJZuxSmxEFkODTaIDBAm/N80K6tGJXdZpLeQQddJsm6q2Qr70aMpMjUdSqbGX6wItHJc4aH+RE/IpyeP7Ps7GyGDx/e84SzNtjtdmJjY/f3YldvdHI8GXA9A2zZsoXRo0d3n2tZbYCyecf+HfQU+QGTWC/WuN3dp8mHxNxk9k/Pd/u+CRORRDFP/RF7m8KJac4525WeDbUWtm/PYtaZZ7F5c3s9jxoLkWHQYNOCZpfwTM/hziZ+eTSXP8ZPd/OuNma5OE3yJ+VBQJvgN4e5XX9WzezcuZPo6GiPx4PregaOlz9LFUrPOvZv8wXUhP2bZ8RT7vdvKbAbf57rWsTSkiDetmiVupHNLW9d+XOwoq0yXFkLYYEWtm7NYtas2WzZsomgoCDS0yezZafCyBY9N0GQPzhdcLAIkhNgmQ1WWTRNF/TRnzvyn3hJamgua8lnkVyIL2YtC04bdH8GTrA/t7B69Wrmzp3r2UGuUjg6v/22sP+xwRzKzqrthBaHUzj+cKfDFrEYe+NUPqjW4o0Mv/b+7JIQLOBQMfj7gr9ZizdmzZrDli0b8fcPZNKkDLbuVBg/AcxmLUWh2QeM5ub5Ir3056cPr+aexPb3/US0ZHJkPutYw0J5Ln5SAaV3Q46OHj1KeXk5Y8d2X0HuihOtZ2+D5WJgDrAaOBto+SVeAdzaPCZkGlArpeypB8rpTRepoih9SmjdFS4fJ0a7kUACm2dkRxFLLHHEE04EZszUqSovxhowiWODXTY1wqf18F0jNKrwSjwk2Cxs2ZZFZkYGUgnGZPLF1z+YrKxsxo6bzBsrFJ5aCjnLYF0jJJpguBkSfLQ0cQ6pndwstG7GXc2ZLnY2j/nca4NA1UGj0v/dSi6Xy+MhAU6nEyFEb+qqW4ARQogUNNFeDlzheSn7jQHXM2iJ2vtb0y4fVxd6TiCccMyYtSVVhcJUv2OD/DY1wSd12mqTTRL+FafpeccPmp5RgjGbfAkK6qznjDFwzgyYPxOGx0O8AhdFgKO5gaytnrdatf/vtoHVbqf+OGjZ6XR6tTStrmfgJPBnX0z8MRqej4UgA63ZJ8yKE5c0AIJNjfBJvabnSAMsiweTogXKY8dlYDIH4+vri59/MFu2anr+z3JNz5lj4Q+3QVIypKWCXYVLzXBhECC04UnFDk3DbfW81677cz8x4Ho+njh9nPjZ/EghhUiiiSWmnT/Xm+HFWNrFGxub440tVvhfjNZi7GeysDUriymZGShGLd7wDwxp1XPRUQVbDDxWC+cEwHxFizfiexFvHGxyYFf6d5Kqy+Xq05LhJ1rPvUkd91+0maeRQohC4GHgRuBZIYQRsAI/b979M7Q0LvvQUrlc24sy1FVXV3ucyqWvOfoAFBTCiWie5qRNdPIJMeGqcZIWPxInTgwYWhdCsGOnwSUQKKxv0mZJr2nQJiypaN16f4iGX4RBtcXCqi1ZnJWeQXV9MAkxWiASFpGG3Z7HJ19kc82Fk7nmQgWXhHnNlcpgBWb6w1n+8KNArRbZqEKcEZJMcG4gNKjaufyFZHWJlXNTzWyzwXarNkZ0j03LqtEXbDab++W+u6G2thaDwdDjwCYppVMIcSvwBVrv+mtSyp09HNYvDFY9Q981raAQSlirnuNJINoYw051Jxerl6Aq6jE9S0GDClYBTmlgfaOm57WN7fX8+yj4Zbikvq6Or9voOTpc02DUsDSqao/p+YrzFa68D275g1am4ECYOQnOnwM3Xaq1Nnel56rCWiz+IVwyRJsIuL25Urjb1v2CJj3hjZZB13MzA+rPHfVsDPHp7M8GH8IMEjt2JAKzQeUwh6imijFyOpF7tTGZx/QMFdUWdu7IYvyEDOzOYMJ9waVCSHgaVpum52svmsxPFylc9yAMiYOLi+H7Jq2n7uyAY/7cpEK8EZI76NlPSL4rsTI/1UyOTcv40h96Bt2fm3c/of7cpoxezi8xgCEFjKPAOBqM6UwmmozADDbUf890pneKN1y4MBscOFUzf68WvF6jTcBr8edHozRPjYqysCr7mD/HRraPN1atyWbu7Mngq9Coavm8QUsNN7ONnkea3PtzVUUNtbEhXJ+mjXHOtmrxRooJFC/nenqXgu8YJ1rPvcmG8X9dvJXhZl8J3OJhGcpKS0s9/rS9ytEngiDwseY8h6OZRwBnMgeJihEfjBhpCm0i91AuBgyouBAIGmiggIPsI58zWMBvy/z4V037Uy8K1FqTfQWsPWphf04WS6ZkUFgcjNEISpRWI3x9Odx5VRq7D+Tx939nc/1PJ+Prp/DZULihBIqdsLJee913VDvfFD+Y66+leZnUrC2TAKfNSqCfLzMCBDP9tZQvDgl+QsvdedCuBRwWlzbDNpSwXsva6XR6PJu9pKQEIUSvujeklJ+hmd0JZbDqGTzQtPAHw0jNdH2mM4Sh3MWvCSIIJ852egY4HHiYpvom/IJ9EWjjMT+qg8+aW9r22TtfokXPfoqLI/X7KMwu5pyMDA4VaXoODgSDAi/Vwq3j09hbkMd/P8zmZ5dO5v2/KqzZCj9/GIrKYOVaSEmAI40wugimttHzxDZ6rqutISE+nkh/zcAbJDjb6PlIc4PQTM6gnHL86d0Knt6asq5n4ET4s/AHQzJmzMxjPgkkEElUGz1LjM3/defP+eRziAKqOJbge7jMYFGgCbs85s/rjlrYl5PFRVMyiAgJpskOJarmz0s/hjuvTmNPsz9fd8Vk3vyLgkNqlUiLemwi4X1HtVa4qV34s6uNP5/hxp8P2LWAI7tNI8ehXjZ66v584v25hZaKoCeZSFAiIbapefVVl6Z5YcIXQGi9iqrDhdHH6FbPV4ufE6gkst2mFb3Fn81C8n15HftysrigTbwRH6ddtiXeCPDL48sd2ZydOZkPhiisbTwWb7jT8xx/WNhGz02WWsJCQ4gyQpRRqzC26DmIYSSRggsHXQ9I6ozVau28WJYHnGg992+7uhdIKe1Dhw71uJ7t6+vrRdoRMwTeD+LYFLfWJRqlC2QdPmZf6pvq2SazOCAOcIgCLByb9uxv8Oe+yPP4V40m2kQfeCUOZvhrVZYHD1oYmpfFiEkZ+PsG4+8HwxPhjzUwV4G4SPjXB3DtRWn86fk8nvlnNrNnTWZWhkL+cHj4KPy16tiaTVaptfatbYQ/VGjXmOjbnEC8qYa4kFDqm40+oE1F14y20s54X7Cp4EDlVm7v1eQ+bykuLsZutxcctwucBHirZ9A03ePyn8IEMTXaUsEIEAH4CQN+aMbd8nxVVKw0YcQHc6iZH2pyKQ0u5RAFXK/ezWs1Rj6r73z6Y3qWmBUnn1k+pTGrkckZGQT6BHHjw7DpHchXNVtMM8F/rXDl4jQOHsjjg6xsYsZPZvZ0hb2fwSMvwN/egF9fD881avk73en5TH84u6qWxJGjW/Uc2EHPo80AgnM4FweOXmtZVVWvuvt0PR9HfxYKRGwA43AQoSAbMQBnMhulzQSh1mfsxp/3i/0c4hB1bfy5IweUXN5IyMSFwAD89qCFxGZ/DgwN5qIi+GgoPFUOcxSIi4J/vQ/X/UTz57++lM2cMydzxmTNn393FP7Wxp+70nNbf65rHhbS0Z/TfbXXJao21MlHaC+XBBtJOJgBbib3eYuu5775cwve5LhGNIdazWPPVVTsWDFipJ46HCF2Pqv9jILIg271/JX4lJ+F/JJnq+BvMcf8uaK2gdod2xg+MYMw/2B+3OzPPkJrzGiJN667OI2lljxy12UzJ3MyswLcxxtt9fxYGz3/vKyG5OFphLm0SbHH4g0Bzd9RozB6JFVvFopqy4nW84Avdw3gcDgcqurZYkBeJbRW/EG0mK+jeelrOzj3QOMLYLkdKaDMr5TPGz/jB7a3C5QBNrCeKINkjj88EAm7UrVWsDInLNilBcqFaRmcGRXMW1bYHqkZYa5VE+LZ0+G3z2rrtv/2tjSKKoL5alU2j/1DxUfVulX2DNdqbu5woY0j+msVvH2kip/XhzL1ANxVCh9boNKpdaPUubTczaAthR2o+GDC1KsAw+FweJ50HSguLpZVVVXuZ5KdRnijZwA/P7+eNS18tJcSAkpwBz3XNOs5DyR8yic8yeN8FvYJeZV5rXrer2zj3g6LWPkAv4nQ9DzXz4G/UPm35VUasxrxz/An3mc4f39HEOCnTUj97VGt+3m2P9xdBnYfSBmZxtcimC+2ZHN/hYoww8O3wKGvISxECzI60qLnf1Y42WtVCd/v06OejRjxww8Tph4/U2+eQwu6njWOmz+bZjR3uWl6Ngn/Y4FyWz07drv15x380GWgbMDAbOYwQUwAJKVO+NEuLVAuTMtgdlQwL1drwyEsqraIiE3CwtkQHw2+JrjvZs2fjxZl41BVJNowjt3DtRSh7nDnz9MOaN+R7vw51KAFHyYBforWCziZDIxSgmz/Oer+3De89ecW/Pz8em7U6EhrvOHCLu1sYiMf8j5P8jjP8BS5ETlUHq3sUs9llGKTdrYNgzP9ndiUKl6xvMza7C+ZNWUS04KDWPoxBPhp2S5aOHs6PPisVtd8MCONIt9gvtySzW/KND23xBvd6Xlbk4q1zsKCyiCC99Lqz1/Wg1WVOHBgw4bsYdXJjjQ0NODv3/Nqwl1xovU8KIJlo9FYUV5e7tExAQEBngnWbgVbjbaSjj0b6p+A6p9AWTiUjwbLr6BpKdJVQHhcOOGFkW5Po6JyVCng6yTJbyK0itRbFjh3l4UlR7JYnpjBoynBOCT8+qg2DMJg1LrZ6lSt5cLsAzf+Tjvf9f+XRklFMPMmZnOgQeWoC+IN8HUS/Cdey6voDiElkxuOkuMfzW47vFwDFxZCZB6M2Q83l8JbtVDkAKsKtS5tFmxvqK2t9WiWdQuHDx9ucDgcAzlrelDgjZ4BgoKCsFg8yDOs1nXQ88XNeh6JUy3CV/rSRBMN4fX41wQiXFq1/0uxkil+kNLcizvbH/KGa5W/AAV8FEG1pYSkrBTqMiwsDP4xBmFgdibcfiUYfTQ9N0gIM2g/9teVgCrghglpHDIHY96dzYwDKhVGCI8Ak2/3ep5ZX8ymwFgk9Kue6+vrCQrqfSaCtuh61jgh/twJBWqu0PRcMabX/gyQTDK3cydzmItDNfGfGoXzdlm48EgWHw/V/Nkm4cFyTftGNM3VqxDgDzEz4YFKLVvAXx5IY8K4YJ7bks3MAyplLkgwwDce+vNL1Z7rWUHBqASC0l6/uj/3DW/9uYWQkJCee7WlrTk47uDPFZkIBKv5lr3soQmtIlQbW0NIWajbZVRa9BxoAClsFCj5vGJ5mdCsMCozyokMCUBFcO1F8OZfwLfNUPa4KNj5v+aJgfKYP5t2a3puiTe60/OkxqNs949Cbc6b3uLPK+slNdTxPH/jE1awnRws1OLEiRUrajdDMqSU2O12r+aStHCi9TwogmVFUQoLCws9PQZFUXqfmN3pAEsd2DdDZQbUPwj2b0C2N3RT3SPMjJ9JWHF4J+EGEMClXE6iGIJERSK5vBD+UGDhtpIsXojL4JURwQjgmmKtRXlhkLZs5AG71hLXYINzz4CocDCbtJnWf304Df/oYP61NZtx+1Teq9MufWkwHBwO14Z27t2Y0FjOXt9w7EpndR9ywJu18LNiGJIPSflwXTH8s/rYAhG1LnB2oeXa2lpCQkJ697m24cCBA1aOra502uKNnkFLsu5yuZCyl7UaYYSKDLd6NtU/yRnMat4PauKqCSuKALTlhMsp5aFIybsJ8FkiJPlAYLOULHX1bM/eQ+bksdwQdCM21ch15bA5Hs6dBX7mY3quV+EMP23Fyq1WmOwLKcPTKDAHc84hTc//rQOpaHo+MByuCems57Mth1kd5D6/fE96tjUHG043H1tNTY1XWgZdzy2cEH/uiGwAEeiVP1/J1QQRhCoFNil5tUjz5+fjMng1LRgFuLbZn38cBL4KfJvUHCj4wtM18EwVZDkhOBQ+jU5ju4+m5/H7VN5t489d6dkbf36pGvbZNH+ucbm6DDZ0f+4b3vpzC6GhodTU1HS9g3RB3SNQtQBKg9v489fgzEG6CsmQme0PMUjqIyyElIa2bmur51BCMWHGBx8iLVEMyxrO4YxDXBZ8OTbVyM8qYNgh8I3R4ooW7Ab41Axhh2Gzzb0/96TnhTUH+TI4qV15BXB3BGxWvqWGGnLJ4UM+4Cme4Gme4GOWsZXNVFONvbXicMwLGhsb+9SqDCdez4MiWK6pqVmfm5vr8QzVXtXwWvBvrp37ZIBhWNf7Wd/G16hgjDS0ClcgmMJUfsXdjGI0ANWiEkVAUJOFu0uzeDo2g/uSgok2aGngPqnXPtwMX3BJyVsJkggDmHwlbz4Bv70bnqkBYYbQELgrII2D5mBuKsnm+iKVq4o00/QT8FwMZKXAuDaVsEU1+/k0NKVXt37UBcvqtBmwI/ZB1F64vhiEkBzlKC5cWLHiRBNzTU2NVwPvt23bpgK7PD7wFMNbPQMEBgZSV9fblZIM4P8L9281Po8fJpLRNFKefJTog9EgNT0XKwe5IgQuCNJak1sWW7NYLGRlbSMjI5OI4FicqsqGRsG7dXBHGZib59TlD9dSHBoEzGvedl2xdp7fR0NBvGbIN5Vkc0ORys+KtG5uf6Gl+NqaAmOb9TyyqYoag5kKn96ZZ0c9R+fB5UXwTCX8YD0WPNul91oGXc8tnBB/7ogSDIH3dd7eC382qi4c0sHz4hkO1W/nj+VZvD1E8+cYgzYes8WfJ/tq4zuH+GgjLwOUY3q+thhQ4FcRnukZvPPnm0thxH74aaEWvGxgHaWUtrbU6f7cP/TFn+HYmOUuGzVkIzg2gON7oPPsaVP9Y8zkjObFZo5RllpGzP5YhGyvZxOm1n3rLfX8kPUDZ2WcxQXBS/BTQ1jfKPi0XsuFH9KhbuavHFudrzt/bok3Ouo5qXlF1SPm9j0Z8wIgQFHZypZO99dAA7vYySf8jw1yHVKtgJpraBtu1tbW9mlyH5x4PQ+KYLmuru77tWvXVnt6XI81vI4EhkJ1Ofjf3u1upsZ3SE+ZQGx+PLEyjpu5jfP4ESZMSFTWsYYXeY4v65dxXXEWW4ZlMDkimCtCwCQkuVZJqKJN3nBKaFJqGBGSjUFpwtfHxQEHJBfCA+Xwpwot/+yyofBlpCbgX5Vm87FFZex+bQY2QjvXphRtcH+6tQoV0UnAvcWiat3nlWoTL/Asf+T3vM0brOE7jnAES50FnyAfHPQ+H6XT6aS6utoupXQzbez0wls9g6bp6upeHipM4HcN4H7AmY/1U2ZJrXXZ6eugMbSBlKJh3MytZJCBWRGY2ziAFihnkZGRQXBwKAgjDuHDDc119/FmTc9GoaUMMgLBBjivOQd9gQMer9AmKC3voOflFpVxbfQ8wRc2p8BfoyVXVu3ho7ARXnxazeVWj2WPST8AoXth0RF4rBwKq2rxCw7Gjl3Xs5ecMH/uiHE0GMd02tyVP5sxY5QKCk4MqMywnMGe7J1EZoSzckwQPw0BHzf+3BaD0NJlgZd67gd/viVcsl/J5ku+4O88z5/4A2/xBmtYzRGOUFdXR1CA2mksc3foej5GX/y5hYCAgNZVHzshAiDg110f3PQaPkAqw9tttgfYEEEKFx+57Jie2+RgaOvP4cHhpDAMgzByZ3MauL7ouWO8McEXNiVLHq/ZzkeRozrdwq8jJAeV7T18SnAGszDXP6kNJWrTS1RZWUlYWFiPx3fFQOh5UATLwLaNGzd6PEM1MjISj8Yemf2hrg78rwO6noUpLPcxLCCFhOh45u07hyii8JFgl3aW8hqrWYXZYsaaZcOSUcXLI4J4M0FiUhzsV3ZxZVgdxWmSpfESo5AUUMAmNlJPPRJJkgkCmiuVT1RCtQpRirbww7LwYwIucqhMPQjPVmqtGH4Crgt28YzlBw4nj/P042rHvZGSXMNaAJw4KaCA1XzL0qbXKDQd4T/KUr7hKw6wHzs2bNiwu6klt7Br1y58fHz+n73zDo+ruPrwO9vUe5dlWW5y73LDNpgaQyAYktBDQiD5SAiEAIGQkAQCCYRAIJAChAAh9GJaEkrAFu5Vkqts2ZZkWZZk1dWqbp3vj7srr6RdaVfFluR5/czj3Xvn3jt396ez586cOXNScnEOA/qkZ4Dk5GSqq6uDOEJC2FU+9+gsP2Es44kiihBCmDF1BmMOjiW6PQYTnWPFOjvK2o98s0tzOI+6R8/OjNAc5a6M89Lz7730/LwfPT/ppecLLaVckBLNjKTYIO65ZzwZZP5UZWWXTeDSG/mY/yg9952TY5+7YYTw27tt9WWfO/QsdCCMtJuPYd1hJXNeJl/EfEKEzuHHPne/6vh+6PnGaCeP98M+ZxlhYRh8Jj7t2ObAwRFKyWUNq9s+x2DSozNfAI5SbSXEAFB67kSf7bOHlJQUqqqqfO8UOgg5D3Spfo83ta3q6MgALSvXxXyNy6deTm1xLc62zt9rV/usQ4dA0Oyysm2c5Lk0yfUxvu1zsHr2+BuVJYeZmhzP6hlxrPQKm88waNmLPhMf9/gZZZFFGCHQ+ieIuKcj9l5KSW1tLQkJCT0e3xOnQs9DwlmWUjaZzWZrsPFtERERWK3WwOPidHpIHw/WFgi7wn+90PNBWlmUvZiqiuO0WJoR0oFAMkpmEGoJZeyO8ZTMO0xBdD6tuhpCdS6aaeYt3uBv+t/zvO4pskJaCMHGZDmRG+T1JJKASzpoc8Ei94izTcK3j4FDwMVRcE10ZwFL6eK+GlhRps3cLinaT9boDP46PpIvxmjGNVgWhUGKXrKB9d32xVTFYk41U8ExNrKBl3iB3/Igz/E3PuFjCtmHXdqQrnb3BDPtUXbHjh0us9m8OvjWjDz6qmfQJvk1NzcHnsVBF6WlQ/SFqwIch/iaXMkd/JQ5xnlMmzqN3bt2dxpC9OUoSyThQjLWJJnojoG7KFIb1utKsHr+ZQ18pQzKm1qoKDvCvGlT+Nco+qxnf8xrPY4zPpl2rOxgexc9P8MnfMx+CmmlFTs2bK4WpWcfnDT73BVhhPBrtdhlb7ra56bOcc2WJhs7CsrJmT2a+VFzuEXehl4In/Z5IPVc67bPY/thn38UJ6mminZ89xpPrpxCWkIVOEvBkKU5ZgGg9HyC/thnD6mpqRw/fryni0D4//ndLSx3MppMYohlOjP4CXcxh7mEGcOYPm06O3fu7LDR/uxzCy08pX+If+n+xtmxZXwvTg6Inu+rgT8ebeLosWNMmjyeJAP8a5QW159l1EY+aqmhhZ4n8C6RyzC2/wcMc0Gf1bG9qamJyMjIfq3edyr0PCScZQCj0Vi4f//+oI9LSkoKrvfCJaGmASLu7r5PPwHi10HMCxh1UYTqQpk1axYFO3ficklMjjIWNi1i2o6ZlMw7THt0O8s5mxhicWFnNyeGJWqoJkQY0GMnlHBCCUegI4RQwnXaCn0e1rRqw8hG4Nl0GGfsLGCddLGuFVbsrqe01kxy1jgidbAsDPaOh18maimHAuWuBEm57oDPCSSxVbE0pnYeoZJIaqhhO1t5k9dx4EA0/Rgst0Dbq+A8xo7tG2lubt4ceCtGNn3VsxCCxMREamtrAz9Ilw7G+d236ydglHbGktmRai0lJQWDwYBngosvQwxgx87H4t+cF3uMgnGSjVmSpX5Civ3p2YB/PW9qcfHKlgLaJsykTeg76fm+RBgIn3l+SxUXjU1lj35Dp+2anqvZzlZe4xUe4bcUyHx0ruNKz344afa5K9IFYddqr/3Z54KCjofLE3rOITo2E5N0ESIlTpw+7bMvwnXaIiMeAtHz+la40I99DlTPIQK+Fwerdb7XTogiGudxF2mhD0DYTSdyzwXAunXrzErPJ+irnj2EhIQgpfS/SqUuDCJuA3+pWmUdwnGAm+UPuZTLCCe8Y+W+pKQkIiIiKCoq6tE+r+ZzXLio4Bgvi+cw6Hy3JVj7fKmpnSWlebTNaqZSX4lVthKpg6VuPd8WD+t0n/X4+UQSxTjGo7PcAZF3aJOz3FRVVZGa6r/XPRBOhZ6HjLNcX1//cW5ubtCLtqempvofDvFFaDjEJoMuU5vsB2iLlTwISTvBtAh0J3oyYmNjSU1NZefugzS2xLBr+3aWzlvC7Kg5jCaTpSzDJAUh0spC12zukT/nPHk+4xin5QzVRbqHBt1/NEJgFNpqT978sFJb1SlUwIejNePqLeBUWzPXVe3k/2Jmc0+1tlSxXmh/CHcnwKEJnf8g/JGo13oIPxX/6bZPZ9dhsBmwhfsfnp7MFARWaH0O2v4Fjd+C2oVs3bpVAHm9t+D0oK96Bk3TlZWVgR8gwiDiTq8NXno2TsUkOgtjxowZlJSUUFpa6tMQO3BwgP1sYTMvib/xR91vCA/bhcB3T0zQeq7cwY+r8tgcnsJXLfH8tIpOer4nAQ5N7OywBIvJ5WSco4UJsZF8SW6PdfXomcEsDI0/VHr2w0mzz13RRWpDuL3Z5507aWxs7KxnEQoiAp0unBBCWMhC7uHnnIeXffaBUWg20ptg7PPdx0Wf9PyNaLBipYRin/vn2+djs1oINxVCxE+0dQMCZO3atQ6Unjvoj332kJ6ezrFjPWUuM0DIJT62a/bZYBiPpszu6dOmT59OXV0dGzdu7GafQUsr+DVW8l2+RzaTSCSpRz0Hap/DIiL4/sE1WLIbKIrdT5JMwmjLA1cLRuEkXAcG4eAiLmYs/iewzpfzwXEIZDOEXt6xKIuUksrKSlJSUnr43HrnVOh5yDjLLS0t773yyivmYI+Li4vDbDYHN9RnMEJtDYTfAabzIblYMz4i/MRKO15MmDABKSUbN+Uxd+4cEsLqOY/zuF5+BwPuRSIwECJMhDkOs9iVzXXy2z3Gk00L6dwbXOuENxqh1eUiywiPuLW0Kj6bGkMYfzi6lr8kz6LKFMHfGmBhiZaCqNWlpfzKMMBHmfBOBqT0MLpxU6ykATMNdJ/fEFcRjznV3ONHt0wuI6Tln522Ham9CodDlKvJIyfoq54BEhISqK+vx+kMMKxO6CH0ayDiA9Kz0Whk6tSp7N69m7Fjx3bP2SrBIe3EoU3AsGGjRBRj0Plvj7eedUBOGFQ7JHYcZJlO6Pn9uAmkO1oYY7Xw71gtK80zZlhQok1A8eh5tAH+nQlvZ0ByH0brzmg+RnxKKhW6wz3m+wSYyjSEbAabFieq9Nydk2qfu6JLCsw+b9zI3LlzO+vZK0whhFDCCGMxS7iOb+Mzqa2baSGde4OrnXDPcS0nsreefdnnvur5ngTJXv0m3x8BOjIqRpMWuwlCVmgPAgFy5MgR2tvbjyo9n6A/9tlDRkYGR48e9Z8VQ0R1z+hiuqCTfRZ+Rjeamppob28nOjqaysrKbtcwYMCIkTGM4RtcwQ+4pcdFQbr6G770vNJk5TxbDfZkK83HmrnR+X3C2t5D13AhOEvwZPYwCSMxxHAt13MVVxNBRKdr6dCxkMUYm36lTUD38oMaGhqIjIzEZOp9QSl/nCo9DxlnWUpZeuTIkdbA02ZpCCFIS0ujoiKIdHthUYAOwr4Jce+BLg10EX6rNzU1YTabSUlJobikApdIxySdmOBE+hddhNbDZ5iMUcRgwN5tEpU37VJLK5eoh58lSCqzJVdEu4jCToRO8n9xcF4EpNuamdNWw7rIUXzNXIzOLby9Vi25/RuNWq+cEFrao4sjtV6MW+K6f7k64CcJsEn3uc82JRxNpC7T/5BpIkkkk4xo+oXXVgMffZFIcUnpE34PPA3pq55By1GbmpoanKalhMQtAenZYrGwe/duFi9eTFlZWWeDL60YpIUZrjR+JG/ju/ImsplENtk9rpjXLmFFhKblimzJq6OcxBnMhKInQrj4vzi4KMTOTyu3sykynS+jRnUMYQPss8K0w/B6Fz1fEqmNmvzQh557YoWljHMnZPKZjxGUrmgPgM+73yk9++Kk2ueu6CIDt8/Fxb3G+xsxYsDQq33O6ZJk5l+N0C4loW4992SfPXp+rwmaXbJXPc8O1TLM5OI7DHMyU6goKycz7s9aCKEIfKGd999/39bY2PivgA84DeiPffYQEhJCZGQk9fU+liYFzYgZZ4I+WwuVi/sQ4lYFZJ937NhBTk4OixcvxmazsWXLFp8rYgoEoYRixOizh9qDx9/w5pkGKHNoE1Mvb6/gR0c30jilnpJ5h5kdPYf92z6Fxlsg4UvQj9f8G6/rmjCRzWRu504WsLDDF5rEZHTYwPouRN7V6V5LSkrIysry285AOFV6HjLOMoDL5Xr/008/DTr/4ZgxYygtLQ1iMQcB0YlanhVdxIkksz7wFu6cOXOIjIxkw6Z8mpqdCOFDnMJwwnHu4byhAl5Kl5RNlPwy0UoyxUTr2hHCDkIQLiRPOku5p2o7f0qZy3MpszrFyIH2B3BjJVx3DCxOsLs8S1vDI8mwe3znP5AVkWAUTnZS0K09YeZwHEYH9jD/I1OL5RnobNuAVq8bWckHH33iamxsfNfvgacpfdUzQFZWVnCa1oWDfmzAep43bx6JiYksXryY2tpatm3bRnt7uxZbJmIxiCiMrnrGOOGb8nKmyKnd8oJ6EyrgndGSu5La0evriNA5CZfNiOY/gGynueY4Pylbz+6YdN6Nz2ZVwiSfen6gBmxSYpV2nDgJ0UGUHn6fDLvGa3lxe2Nsu5nEUCPWcCc19Bwvm0Iq8SRA86/dN6L07I+TZp+DwKd93rAhiFzlvgkV2up+AJNN8Eyq1qGhE3ZcOAOyzyYBM0IkzZixYu1Rzz+JlxzD/yjI3IZ5hOgrCQuLAdOCHv/Gu/Lqq682Njc3v9evD2QE0h/77GHcuHEcPny4hxoGiH0Fkoog5CtB2efo6GiEEMyYMYPx48ezefNmjhw50qe/I289e3AB3z9iY9uOHdRWVjD/jHlUJx3ne/JmpmTkE2NaRd7Rd3CJSVoMts+7MxBCCOfzFW7hNtJIZ6lcRkjLK2A6p9NDXXt7Oy0tLcTHxwfdfm9OlZ6HlLNcXV39+uuvv+7nMc0/YWFhhIeHB56fFiAsEow9DwX4Eu7EiROZOXMm+QUFHDx4sM8/ACE6mGC0E+YqJlznAn2mNsyoi6S1tZXNmzdjb25ixhlLKXPn6+w6qcTD+01aL8ZOKzS7R8oj9ZqRX5sFz6VBjA7uTpAc1uX7bE9ycQrV4/3P7jVhYhaz0Vvu6PwZOW+hpKS8VkpZ1qcPYgTTVz2DpumwsDD/vRa+ED3HK/iaLGI0GpkzZw5jxoxh06ZNlJeXIxFalg19KkKXRAh6LU69B0J0IHASJXTE2XZhrJ1PSPUY7K1fkl9QQGlpKQsWLuanUzM6XO6ueh5tgC1jJcfEAf4snsQhHUiX9mAWqYcpJliXBc+mQXQPlutS82HOyB7HVl3vk6XPkGegt23AM8So9Oyfk2qfA6BH+5yf32/7/N1YTY87xkm+EWehRVQTpRO0tVSyedOGHu1zrHCxLksSZ6rhr7rH2CQ34JQOLYMQnfX8fJoWr/yZzvcoSCJJWEqaGJ/wRwj/EcH8bFssFo4ePdqs9Nyd/thnD3FxcTgcDv+L7wgTGGe4neTg/A1vkpKSWLp0KWazmQ0bNvgMzeiJEJ22WqWHaIeVK+v2c8XhDbQkpDJt7lzCQ8K5SbpDLyw/IHvGXUTHjCKvoLDX0ZoQQkgkkZv4HqmkIVoecY+AnAiWPnDgABMmTEAE8aDXlVOp5yHlLAPbNmzY4LDZ/E8w88eECRM4cODAgDWkJ+HGxMSwdOlSnE4n69ato6Kiok9GWYdDW01QhIMwYrVa2b9/P1u3bmXixInMnjmD+ZEGfuL1IObPYS53aHHMj9drcXJSgs49weS6GCidCAvC4H9e+Ts9hDSHENISSnOC/96YGcxCylpweK3YY5jCfz8rxWKxvBL0zZ8e9FnPANnZ2RQWFg5Ij1xPegYtb+jSpUupq6tj7dq1lJWVaTHTukj3KEnvXboGXJiq4tA3fJ0W11fZU7uRDfvuICkpgwULFhAdHkpOGNzhQ8+/qM5j8xgndfoDvK17hQvkBQhpQwhdx6x/j56/5dbzVT7WfBhjtTBetpOaGMcOH6tLeRNCCNOZgd7yE/cNKD33wmllnzOMkrEhdThFM5EYiLKs5nDeD8jb9D4Ts8f6tc9VodG8bckj1lDN33V/YqFcxBksweQoxfsn16Pna2LAgYtUfGcImN+0gLbm4yRE7YHw73XKLNAb//nPf1xOp1P1KvumX/bZw5QpUygsLPRfIQDb2Zt9Bq1jY9asWcyZM4fa2lpyc3PZt28ftbW12O09z1WUUjLV1cLSpmP8tHIbD1Zu5oL4UK4/dxkzMuMROhsGDAjZis5Z5A69mEL2pKlER0eTl5fXq8OsQ4cRE0bphKTdELKsY85Ac3MzFouFtLS0Xj+LnjiVeh5SzrKU0iWlfO+DDz4IMMnsCWJjYzEajf1Mgq8RiHB1Oh2TJ09m3rx51NXVkZuby4EDB2hpaQlq6NwlJTU1NezYsYPNmzcTFhbGsmXLSExMBLSQigeTYY7X35s/h9kF3F+jLXTSKmXHimVhOojVg17YuY7rSSCxUzPSCzOomFJOD6PsWlxn8586bwy/neeef8leU1Pzt8Bu+PSiP3oGiI6OJiIioud8ngEQiJ7hhDFeuHAhra2trF27lvz8fMrKyrBYLD0aS7vdTk1NJYfMb7Hh8AfsPHQh8QmZnLX8HDJGZ3b0JkTqtOVWvfW8LTmbS9OiKdz1JW/zCt+Q32SSHIdJtgP6bsOWYTptBcq/p8HGLMj26rC5tq6QCZOnUKrf3evnMlvOweU6Dg53SjGl5x453eyzXrQS5WynvfRR9my4j63bjhMWOZVlZ11BYrzWTdfVPkfr4J55E4mJ1fNFwX9Y4FzI+VygOcr6DJ+xqmE6iNbpuZSVfI//62SfTZjQ7dczJf1FRPg3g/uggCeeeKJe6dk3/bXPHuLi4tDr9cGl+/QiUPvsISIighkzZnDmmWcSExNDRUUFmzdvJjc3l+3bt7N792727t1LW1sbO3fuZOPGjeTm5rJ/zx6+oW/moukTuen8Mzl7iolVphf5i/537GIn7bRr+oy8D/RTOkIvsrOzA3aYAdCFgi4OvGKo9+/fz+TJk/vVqwynVs9iMOLI+oMQInvhwoXrN2/enBTssc3NzeTn57N06dI+fynBCteDw+GgoqKCiooK2traCA0NJTY2lpiYGEwmEzqdjry8PGbNmkVLSwuNjY00NjbicrmIi4tj9OjRxMXF+Wy3S8IxB0w5BC1eX9fl9UVkWS08mToXl/sJ7pJIeD1Dslr3IdlMYizjOk3McuLEhYvNbGQNqzGZTaQXZnBocZHfextNJtfLbxFSFQWemDoRQXHLFs4+56K9R44c6d9ygiOY/ugZoK2tja1bt3LmmWf2SdN91TNovRH19fU0NDTQ2NhIU1MTer0eo9GITqejpqaG+Ph4rFYrBoOBmJhIYmNiSUhMJjzcf1orl4QKB0w+BPF6bai7Tn+AtYc+J9symaWz5xMqbKCLdWea8Y9Daon2/1QHbx6t4zLzYe5ePp8/6R6mtZek+XfIu4i1/Bpan1Z6DpDTyz434LIfJS7yMKMzZxKXskLrT+iSss1jnxeWwCeZWujF33V/Yn7RQlIsKeTMiEFnHN3jpC4PXe3zLPMcEgtjWZJ1NiTuBmPg0iwuLmbp0qU7KyoqZgd80GlGf+2zh+bmZvLy8li6dCk6XXBhMn21z12RUtLc3IzNZsPpdLJr1y7mzp1LREQEISEhtLhc2KTkoG47/xOfYcLEAhawgEUIBCGE9DgvxZP3ee7cuUHdY11dHUVFRSxevLhf93eq9ew7b8kpREpZlJ6efuzQoUNJEyZM6P0ALyIjI4mOjqaiooJRo0YFfe3+CNdgMJCZmUlmZiZSStrb2zGbzTQ2NuJwOHA6ndjtdqqrqwkNDSUjI4Np06ZhMPT+FegEJOjh7+lwjVdax1Xx2VxeX8TtVXk8mTqXr0bpeD1D8onuHXZSwDa2soKLyJE5mDCA0OP5t5DFzJJz+N++zyia1vPw6BK5BKP1M/CefBJ2Lc/+8e9UVlY+GNQHdZrRHz2DFu+ZmJhIaWkpY8f6z2vpi/4aYiEECQkJnZYldTgcHXresmULc+fOxWQyBeX86ITmJL+RAfNCZUfoxTcmfhNDkY49+XuYOzcHXS+OMmjLuxoE/CjWxYJ9e2meOptaqnt1lLMYSxgmzVEGpecAOe3ss16CtLpDkXzPCfDY58MTtJXNPKEX50+8gNIDO8jbZWbuvOyAhnG72ueCvQVMz1oDhjnaBN4g+NOf/tRUW1v7cFAHnWb01z57iIyMJCUlhYMHDzJp0qSAjhlIRxk0ex0VdSIw2WAwdJpMF6HTUcFB9rKbK7iSLHeeZGOAS0BlZ2dTVFREXl5ewA6zw+Fg9+7dzJ/vY9GsIDnVeh5SYRgeampqHnj00Uf9RMz3zOTJkykqKiLYOKSBFK4QgrCwMNLS0pg8eTLTp09n1qxZhIWFMW3aNMaPH09CQkJAjrKHcB18Lap7nKYnJOMPtXm8mu7scJQB0hnFPDkPo7McZGun40yYaChrYFzEeL4e8w2i8X3PEUQwkUnoGm/vtL2FW3nr7Q/Mdrt9VcA3cZrSHz0DTJo0iSNHjtDS0rMD6M1AG2IPBoOB0NBQIiIi0Ol0hISE9KmXMFwHy8JdWPXlmqPsDr2YMiGV6JgE8vJ3B77kN1BRfJCM1BTOTo4Enc2vnj0skUu1pVjdKD0Hzmlln4XRHbff8+RZz2INm3VrNEfZHXqRnT2L6Jj4wIew3Xjsc1RkBDEJCyDqN0HFKre0tPDWW281Kz33Tn/ts4eJEydy/PhxLBZLr3UHyz73xnjGcw3fYjwTMLr/BUOwIRn79+9nzJgxRET0PqrSE0NBz0PSWXY4HB99+OGHLWazOehjQ0JCmDRpErt39x6z6OFUCTdYInRanObYLvq2Z2bzldRoPi/4gJ2uAkBzlG+Q38Xk2I/QpWrZDbxoa2ujpKSEGdNmMJ4J3MZPWMLSbqsAzZM5SGcpuI6c2Gg8g3+9+j8sFsvTUsp+rYJ0OtAfPYPmoM6YMYOdO3cGFG85XPQco9eRpkvmanntiRhlXSzZ2ZODMsgWi4Xjx48zceJEonU60kn3q2eAqI6lWN0T+5Seg0LZZ98YhZGV8vJuMcpBx3zibZ9nQci57jRcgXeuvPTSSzabzfa80nPv9Nc+e9DpdMyePZuCgoIeF5Q6lXrWoSOEEL+r/QVCoHqura3FYrH0O68yDA09D0lnWUrpbGtr+91DDz3UpxVa0tPTO5ZV7I3hYog9hOrgg9En4mc8Mcr7J+2kIrqCsXnjSXd5Ocr6id1i5aSUFBQUdISB6NFjwsTZnMNt3M5oMgEt8fhizsDUdH+n49t0t/LEn/7WWl9f/8eTcMvDnv7qGbRV/aKjoykpKemx3nDTswEDY8nqcJQ9McqBGmSn00lBQQGzZ8/uGBY8oedzO+nZw3y5QFuK1aUtlKH0HBzKPvvHiNBmiHSZzBeMw9zVPiNMQS1t3dbWxsMPP2xWeg6MgbDPHqKjoxk9erTfjo3hpmd/9Kbn1tZWdu/ezZw5c/o9qW+o6HlIOssAFovl2VdeeaU+EIPqi5kzZ7J//35aW1v91hmOwjUIGGeE3yWfcJQ9oRfHsysxRBuYkzcPg63Qp6MMWqB8REQESUmd5zSYCCGOeL7NDXydbzKL2RhwQftrJyrpkvjz8wepr294VEppHuTbHTH0V8+gpSg6duyY31nXw1HPevSESIfPyXy9GWQpJTt37iQjI8Pn/ZowddJzGGHo0LGARRib7tMqKT33CWWf/SAMWriED7sbqMPszz4HyhNPPNHW2tr6Z6XnwBkI++whKysLvV5PcXFx12sMPz33gD89OxwOtm/f3hHa1F+Gip6HrLMspXQ0Njbe9bOf/axPsUQmk4lZs2axfft2HA5Ht/3DWbgRerglXnZylEELvbhi4hXERbaTv8uKi+5Cra6upqqqiunTfc+q9ixjOZVpXCa/jsm2He+ccmbr9fzjH/9qr62tfXQw7m2k0l89A+j1enJycti9e3c3J2M46xldlN+sFz05GMXFxeh0uh4nPnr0PI3p/IS7uIRL0WMDqxb6pvTcN5R97hu9Ocy92efeMJvNPP300+aGhobH+tvW04mBsM8ePKvuVVVVdaT9PF30LKUkPz+frKysfq/UB0NLz0PWWQZob29/59NPP608ePBgn46Pj48nKyuL/Pz8TkMiI0G4YTrQ69o5iJbyzTtGOTs7x+ekkubmZvbt20dOTk6vM1mNGBFCIIwLIHEHGKYDOh79axvVNbV3Sim7L1Sv6JH+6hm07BhdnYyRoOee8OVgeJyKmTNnBjTMZ8BAKKFMl9MwuZqUngcAZZ/7hj+HORj77I8HH3ywqaWl5TdKz8EzEPbZg06nIycnh/3791NWVnZa6HnHjh0UFBQQGRlJZmZm7wcGwFDS85B2lqWUsqam5oe33nprn9dJzczMJDw8nP379wMjxxALBAaMXMFVjCKjW4xyV4NstVrZvn07c+bMISQk8FnV6CLBMBMSt1De8iIf/vuLtoaGhucG785GLgOhZ9CcjHHjxrF161YaGhpGhJ57w1vPtbW1fXYqQkQYQpeu9DwAKPvcdwbMPntRXl7Oq6++Wt/U1PT8ADf3tGCg7LOHkJAQpk6dys6dOxk3btyI1vPEiRNpbW2lvr6e7OzsATnnUNPzkHaWAZxO55r8/Pxt77//vv/ppb0wderUjoDzkWSIDRjIIIMb5fd8TubzGOTt27ezZcsWpkyZQkxMTPAXEnokYXz3h/9sLyo6fImUsvu4qSIgBkLPABkZGSQkJLBhwwZmz549IvTcG9nZ2RiNRrZu3cr8+fP77FQoPQ8cyj73nQGzz2jx+9dee219fX39jUrPfWeg7DNoD3579uxh0aJFlJaW9nsl1qGKy+UiPz+fpKQkMjIyyM/PDypNoi+Gop6HvLMMUF1dfd0Pf/jD2rq6uj4dL4Rg/PjxlJWVkZiYOKIMsYkQDDj8TubLysrCbDYjhOjzhBGAf/zjH7Zdu/a+a7PZv+hPexX91zNohriiooKJEydSWFjoM+5zpFFXV0dDQwNjxoyhsLCwXwZZ6XngUPa57wykfT5w4MDHNptN6bmfDJR99jz4JSUlsWjRIg4dOsShQ4cCXm59OGC1Wtm0aRMxMTFMmTKFSZMmBZ0m0RdDUc/DwlmWUtaYzebbvvvd7/ZpeMRisZCfn8+SJUuw2WwUFhaOKMEiQn06ym1tbWzevJlZs2aRkpLSZwGXl5dz33331Rw/fvzmgWju6c5A6NljiCdNmkRmZiYbNmzoMbPAcKesrIy9e/eycOFCpk2b1i+DrPQ8sCj73DeUfR6aDKR99jz4hYSEsHjxYlpaWsjPz+8xD/NwobGxkU2bNjFx4kTGjx/fMXekL3nFvRmqeh4WzjJAa2vrW5s3b9763nvvBdWF5i3c2NhY5s6di8vl8jsLe6RQX1/P5s2bmTZtGikpKX0WsJSSq6++ur6mpuZbUsp+56FUaAyEnj2GOCMjg5kzZ7Jlyxb60xsyFHG5XOzZs4fjx49zxhlndKQiUnoeWij7HBzKPg9tBtI+e9DpdMyaNYu4uDg2bNgQ0Ep/QxEpJcXFxRQUFJCTk0NycnK3OiNSz1LKYVOAxNTU1MqjR4/KQGhsbJSrV6+WjY2N3fYdOXJEfvnll7KlpSWgcw0Ea9asOSnXKSsr83tvBw4ckNu2bZNOpzOgcz3xxBNtKSkpL8sh8P2PtDKQepZSytbWVrl27Vp56NAh6XK5AjpnfxhsPbe1tcmNGzfK/fv3+70fpeehU5R9Dgxln4dHGWj73LXul19+Kffv3x/wdx0sg6Hn5uZmuX79erlnzx7pcDh6rT+S9HzKGxBs0ev1S6ZOnVrXmxENRLh1dXVy9erV8tixYz2ea6AYbGNst9tlQUGB3Lp1q7Tb7X7rBSrgzz//3JmUlLQbCJFD4LsfiWUg9SyllA6HQ+7evVuuX79eNjc391i3vwyWnl0ulzx69KhcvXq1rKqq6rW+0vPQKco++0fZ5+FXBto+e+N0OuX+/fvll19+KWtqagI+LlAGUs92u10WFRXJNWvWyLq6uqCOHSl6PuUN6EuJjY29+ZJLLmnw19sUjHCtVqvctm2b3L59u7Rarb3W7w+DaYyrq6vlmjVrZGlpaUC9ir0J+PDhwzItLe0YkCqHwHc+kstA6tlDbW2tXLNmjSwuLh60XubB0HNbW5vcsmWLzMvLkzabLeDjlJ6HTlH2uTvKPg/fMhj22Zumpia5detWuXHjRmk2m/t0Dl8MhJ6dTqcsKSmRq1evlgcPHgyoN9kXI0HPp7wBfS3JyckvPPDAA926zvoq3GPHjsnVq1fL8vLyYeVcWK1WWVBQIDdt2iRbW1uDOtafgC0Wi5w4cWItMFcOge/6dCgDrWcptd6APXv2yNzcXFlZWTnguh5IPdtsNrlv3z65Zs2agHqTfaH0PHSKss8ayj6PjDIY9rkrDQ0NcsOGDXLLli2ytra23zrvj57tdrssLi6Wa9askfv27Quq48Ifw13Pp7wBfW44GJKSkra+++67HeNZ/RVue3u7LCgokGvXrpXV1dV9OkdPDPSwyIEDB+Tq1atlWVlZn/+wugrYbrfLc845pyE6Ovo6OQS+59OlDIaePbS2tsq8vDy5bt26ATHCHgZCz3a7XR48eFCuXr1alpSUdDKkY8aMkWPGjAnqfMHqGfgOIIHv+NqvSo+aPdv92V3hY9+Qsc/bt2+XgPz73//eYz1ln1XxVwbTPnelvr5ebt++Xebm5srDhw/L9vb2Pp0nWD27XC5ZX18vCwoK5OrVq2VRUdGAj+YMZz2f8gb0q/EQl5SUdODjjz92DqRwm5qa5LZt2+TGjRtlXV3dkHMuiouL5erVq+WhQ4f6PCzijUfANptNXnrppebExMTfyCHw/Z5uZbD07KGxsVFu27ZNrl27VpaVlfVbO9569jgkCxYs8Fn3tddek27HShYXF8vm5ma5Z8+eDqNssVhkSEiIDAsL6/hx6IuzLGVweg7WWfaq712swBHgVWBWIOcZ7gUtk1KBuwg/dQZUz1u3bpWA/O1vfxu0fV65cqVMTU2VTU1Nfuso+6xKT2Ww7XNX2tvb5aFDh+S6devkunXrZFFRkWxsbAzYHwlEzw6HQ1ZVVXU4yNu2bZNVVVWDOkF8uOr5lDeg3zcAicnJySWPP/74gAu3oaFBbtu2TX755ZfyyJEjPU7KCIT+GOOmpqYO5+LAgQMDMiziTWFhobz44outSUlJj8kh8L2ermUw9eyhtbVVFhYWytWrV8uCggJ5/PjxPv2oe+vZ6XTKuLg4qdfrfbb7xhtvlEIICcif/exncv369bK8vLyjh+F///ufBOT555/fccyhQ4fkoUOHgr9BGbie++EsFwD3u8sfgS3u7e3AkkDONZwLcI37fq/ppd6A6fnee+/teNiSMjj7vGXLlg5H2x/KPqvSWzkZ9tkX7e3t8siRI3LLli1y9erVcsOGDXLPnj2yvLxc1tfXy9bW1m7hDd56ttvtsqmpSdbU1Mji4mKZl5cnc3NzZW5urty9e7esqakZtKwcvhiOehZSDv/k70KIlOTk5M3//Oc/M1esWDHguaPb2tooKyujoqKC2NhYUlJSSE5OxmAwBHWe3Nxcli9fHnD9lpYWqqqqqKqqQqfTkZmZSVpaGjrdwN6iw+Hg6quvbly/fv2/qqqqbpMjQRTDmMHWswcpJbW1tVRVVVFbW0tkZCTJycnExcURGRnZq8666vnyyy/nvffe48MPP+SSSy7BbrdjNpupr6/n7LPPJi0tjZKSEs4//3zefPPNTuf6+c9/zsMPP8wjjzzCPffc06/7CkbPQojvAC8CN0gpX+rt3F71/yml/E6Xfc8A/wfkSinP7vsdDH2EEBuA6WgTctp6qTsgep4yZQohISEUFBR02h6ofZ4yZQqtra2UlJT41Layz4pAOFn2uSfa29tpbGzEbDbT1tZGe3s7VqsVb2k0NTURFRUFgF6vJzQ0lNDQUCIjI4mNjSU6Ohq9Xn/S2z5s9XyqvfWBKkBiUlLSAe+YooHG5XLJuro6uXfvXpmbmys3btwoDx06JGtrawPqde6p58LlcsmWlhZ57NgxuWfPHrlmzRq5adMmWVJSEvTEkGBoa2uTX/3qV82JiYm/lUPge1Tl5OnZG5fLJRsbG+XBgwfltm3b5Jo1a+TatWtlQUGBPHDggDxy5Ig8fvy4NJvNsqmpSTY3N8vPP/9cWiwWWVdXJ48dOybvv/9+Ccirr7664/hdu3bJjRs3SkA+9NBD8vLLL5dpaWndrr9w4UIJyG3btnVs8xWG8eKLL0pAvvjii3L16tXyrLPOkpGRkTIqKkpedNFFMj8/36eegQnA20AD0AJsBL5K33uWX/Kxb757X7OPfTHAw8ABtN7nBuBT4DwfdQXwbXcba9z1j7rrX+mjfgbwZ6AYLSSkDvgQmO+jbhTwS2APYAGagMPAm8C8AD+Dye77/Jef/aXuEgk84W57m16vb7/77rsdUmo9XQ899JCcMGGCDAkJkePGjZNPP/20X30WFhZKQN5///0d2ywWi/zNb34jp02bJqOiomRkZKTMysqSK1askM8++2w3++zR5yeffOLzGso+qxJoOdn2uS+crLzhwTCc9Rxc1+gQRkpZK4RY9IMf/OCT3bt3T//Vr34V7ll+caAQQhAfH098fDyg9SzU1tZSXl7Ovn37cDqdREREEBYWRkhISMeTnF6vRwiBw+Ggrq4Ou91Oe3t7x9NgS0sLVquVsLAwYmNjSUhIYNKkSUH3XAdLZWUlK1asqC8vL3+orq7uiUG9mCIoToaevRFCEB0d3WnVKbvdTlNTU0fPRVNTE1arFZfLhcvlor29nQMHDmA0GgkNDWXp0qUA7Nq1i7POOqtj+dN//OMfAJxzzjnExMSwatUq9u3bx9SpUwFt1avt27cTFxfH3LlzA2rvv//9bz744AMuvPBCbr75Zvbt28d///tfPv30UxkZGfmY2Wx+yOveJgKbgATgY7QQignA++73A43d+40QIhbYAEwFtgFPAonAFcBnQogfSCmf9Trkt8C9QAnwFtAIpKE5499Ec2w9554LfAbEoznTq9znXgmsF0JcJqX8r7uuAD4BzkD7PJ4HHGjO9tnAOmBHAPd3nvv/9T3UMQL/c7frA8DkdDqvfvTRR0MqKyvbW1paQrds2cKFF15ISEgIb7/9NrfeeitJSUlceeWV3U62atUqAC677DJA6+RZsWIFGzduZPHixdx0000YDAbKy8tZs2YNX/3qV5k5c2Yn+xwZGQnA66+/zrhx45R9VvSZk22fRwLDXs+n2lsf6AIYkpOTX7jkkksaTubqT1JqcZsWi0VWV1fLo0ePyoMHD8rdu3fLnTt3yoKCAvnf//5X7ty5U+7bt08WFxfLiooKWVdXJ9va2k5qO6WUctu2bXLUqFHHjUbjOXIIfG+qDD0994avnou0tDQphOiUreCaa66RkZGRHansgE69iB9++KEE5GWXXdbpXD31LOv1evn55593bN+2bZuMjIxsQevxvFt2/gw/c2//cZftl3Jikt53ZGDfx3fw37P8d/e+j7psf9a9/Vm8JsMBE9EcYSuQ5bW9DigHwn1cI9HrtQE4hNbzfFaXeunAMaASd5J/YIa7He/5OK8OiAvwM3jDfR6fPdFovcoS+AivBQaAZe7t1piYGIf3YiOHDx+WRqNRzp49u5umpJQyJydHjh8/vuP9rl27JCBXrlzZra7T6ZT19fXdttfX10tAzpkzR9lnVQakDDf7fKoYCXo+5Q0YrBIbG/uDqVOn1gW6VOXJYKiI95VXXrElJSUdAsbJIfBdqTJy9HzddddJQL755psd29LS0uSFF17Y8T45ObmTY3z77bdLQP75z3/udK6enOVrr722Y5uXns90O2PvSPfnhtZrKtFCFPSyy+cK5PbRWS6g8wS/be7tx4Bsr/omtLCPJiDex/kedB/3K69tdWi9yj2uZOXl7P/Bz/4fu/df5H7vcZZfC+Ree7juRvd50v3s9zjL433sKwZkaGjoE131vHz5cmkwGLpNNi0rK5OAvOuuuzq2eZzlq6++WgZDaGioTElJ8blP2WdV+lqGi30+FYwUPZ+S4PSTQUNDw98OHDjwtfnz51etWrXKcarbMxRobm7mhhtuaLzjjjvW19TUzJFSFp/qNikCY7jo+ZxzzgFg9erVABQWFlJZWcnZZ5+Y77Z8+XJyc3NxuVyd6p577rkBXycnJ6ebntGcOIA4r6pz3P+vl1I6fZwqN+CLdmYW8Gt3+QmQA5QBi6WURV71JgHhwE4pZb2P86zu0k7QUtBlAfuEEA8LIVYIIWJ8HLvY/f8YIcT9XQuwwL1/ivv/fWhO/tVCiA1CiLuFEGcIIUyB3zaghbOAFnftD7OU8rCP7RUA7e3t93fV86hRo3A4HFRVVXU64P333wdOhGAATJ06ldmzZ/P666+zZMkSHn30UTZu3IjNZuux4fHx8dTW1vZ8d6cIZZ+HL8PFPp9MRpyeT4WHDowG1qAZ7724h0eBPwD7gV3Ae0Cse3sW0MaJvJ7PeJ1rObAdeNTPtRJTUlI+/trXvlZfW1sb0JPQYHEqn/S++OIL1+jRo6tjYmJuxkdeVCAU2ArsdH8nD7i3/whtqFfSeQh4OdoQsuc78e4ZuwrIA27vep2RWJSeT3DkyBEJyAkTJkgppXz66aclILdv395R569//WvHturqaimEkKNGjep2rp56ln/605/61LNbp7leej7i3rZB+tAzcLP79SOB6JkuYRhok/FSgJ8DLvffT7jXsUvd9d+Wvr9Pz2S5NV7b9O5r7eREmIgdLfZ3gle9v3vt76n82uuYOE5MuvPstwBPA5EyMD23uY8bI33ruQkolT707P5upPSh56uuukoCsqSkpNN3vnz5cpmamtottVV9fb28/fbbZUZGRse9RkVFyR/96Ed+8ynHxcXJyMhIn/uUfR6ZJQA9nzb2+WQxEvV8qsSbhntpQ7TZ2UVok18uAAzu7b8Hfi9PiHePn3O9CYQBjwOT/V0zPDz8m2lpaVWrVq3qf5b4PnIqxNvU1CRvuOEGc3Jy8iZgtPT/nQhO/Fga0fLGLkLr8cpCG1rtKt5/+znX+2g/+G94zjmSi9JzZ8aPHy8BWVZWJi+77DIZGxvbydHxZDZ49NFH5ZtvvikBef3113c7jy9n+W9/+5sEZGRk5CFfeuaEsyzQsjFc4t5W40vPaGEUHmc5ED3/H/5jlv/g3vdHr22e0Id1fs7tWQXvfT/7k4HL0Sb6SbQfEk8M8mPubV/zdWxvBW2S441oP1oSd3aL3vTMiRjwZ6UPPbs/21LpQ890cZY9JTw8/JuhoaFtdHGWa2pqpF6vlzfffLNPrXk4ePCgfP755+X8+fMlIK+77rpudZxOpxRCyHHjxvk8h7LPI7P0pmf39tPGPg8mI1nPpyQMQ0pZKaXMc79uAgqBUVLKz6SUniGMzWjxhr2hQzPcLrQvwCctLS1vV1ZWTv/BD37w+YoVKxoOHjzYv5sY4rhcLl5//XXn1KlTa9599917q6urz5BSHvVX3631Zvdbo7tIKWW+lLI0yMt7vgdJD9/JSEHpuTOecIrPP/+c3NxczjrrrE65ZydPnkxqaiqrV68OOATDo+ef//znTQDNzc0PBajnfPemaLQejq56Xh7ALQWq59+gOeU/EkKMdW87ALQCs9xZMbriiU/J83VCKWW1lHKVlPIKtJCN8Wj5jUHTFGgT54JGSnlISvkP4CygGS0GOhA973KfYlIAlwlYz+3t7e8DXH/99Y0ePX/00Uc4nc5OIRi+mDBhAjfeeCNffvklkZGRfPDBB93qHDhwACkls2fPDqDZg4uyzycPZZ8Hn9NCz4PlhQda0J4iyoDoLts/Aq7zqtOC9sP3JbDMq95X0H5oHg/immenpKQUXn/99eaKigp5sjhZT3qffvqpa/LkyTUpKSn/BFJk4J+LHm2Ioxn3U7bXvlK6P+nVoQ2jfAxM89r3bfd3dWeg1x4pRelZyjfeeEMCcsaMGRKQTz75ZLc6V199tYyIiJBjx46VgCwvL+9Wx9Oz3EXPt9HDhDz3vlzZWc8OumTDcOv5Ok6EIjwSiJ7pIRuGu+6d7v3/9Nr2nHvb013qjgfMgA0Y694Wgo8VANF+TPLd55nite0QmjN+kZ/2LMYdFgKMxcckG7TMGTbguI993fQMXIxXb7gPPVdyome5k57x07Ps3veS+7xXefR8/vnny9jY2G4r4hUXF8vDhw9308yxY8ek0WiUycnJ3fa98MILki6ZWLxR9nnkF196dm8/bezzQHO66PlUCzcSLa/n5V22/wIthsizwmAIkOB+PQ8t3i66n9cWoaGh30hOTj5yxx13NDU0NASmjH4w2OLdunWrXLBgQW1qaup/fP0oBlqAWLQYr+le27qKN5oTwygXAQf7er2RUpSeNTxxyG7HR+7atatbneeee65j/6RJk3yeJy0tTZpMJqe3nullERG8nGWvbXPRnEEJ/Af4nfvH0I62eIdEi13uVc/07iyHoTmLTk44tfFovVkSrQfrYbR440a0Hqofeh0f6653EG1Y8ffAn9DiLSXwQZfrzXRfT6Llcv4LWjjIG2iLjUi0VfZAy73sQhvyfMn9OfwdqHbXu6PLuf3p+X7357lN+tazAzji5/PJpXdnOQsQJpPpOsA1adIke1c9v/fee1IIIRcsWCC//e1vy3vvvVfedNNNMikpSQLy8ccf76anq666Sur1ellWVuZTb8o+j+zSg55PK/s8UJxuej6VwjWiJdHvaqC/g5Ywv1uOUa86uUDOALXDEB0d/cOUlJTym266yVxUVNSDPPrHYIjX4XDI9957zzlv3ryatLS09cAsOTCfy6+Au7zedxKvj/o97h/pRem5MzNnzpSATExMlC6Xq9v+gwcPdjjLP/zhDzu2e+tZp9O1A8dk988zKGfZvf1JtPABM5qj3A5c7e98/vRML86yu86t7jrvem2LRXN8D6LlVTajLdpxQZdjjcDdaL0nZe521qA52TcDJh/XS0brGd+D1svc7L7OO2i95564zAw0B3kDUOVuR7n7Whf6aEdPen4ar17uLnXagQo/n00uATjL7vffBKTJZHquq56PHj0q7733XnnGGWfIlJQUaTKZ5KhRo+SKFSvkf//73256M5vNMjQ0VF566aV+Navs88gtAej5tLLPfeV01vOpEq4AXgae7LJ9BVoPSlKX7Um4c6QC49BymXbLWdrPNukNBsOlaWlp+QsXLqx+8803nVar1bdi+shAivfo0aPyl7/8ZcuoUaOqU1NTX8JrlnxfivszjnW/DkNbzetir/2dxAmkcuJJfIH7h73brNfToSg99x+l56FTAtEzWkiHFa3Xe1D0DLyG5vyH91fPTz31lATkunXr/NZReh6ZRdnn/qP0fOqcZU86pV2cSAVyEVr83VG6pGwBvo6WXqQALV7okkFu38Tk5OS/pqSkVF122WU1b7/9tstisfQopkDor3iLiorkI4880j5r1qzqtLS0fWFhYTcCEb7uIdiCNpyb7/5O9uBOzYIWI1qONrRaATzv3v4j93eyE63X64yBaMdwLErPfUPpeWiWIPRcgJZi63sDrWe0xVwa8ZElJFg9t7a2yrS0NPn1r3/dbx0plZ5HalH2uW8oPXcuHk9d4QMhhA7ISUpKulqv16/MzMyMuPbaa2PPPvts45QpUzAYDEGdLzc3l+XLlwdc32w2s2PHDj744APLRx99ZLXb7Yfr6upeam9v/1BKWRnc3ShOd5SeFQOJECIabUGWz6WUG07B9QPSc2FhIW+++Sbf+c53yMrK8ns+pWfFqUTZ56FNcJ/+aYaU0oWWg3Qr8BMhxJi9e/deFh8ff6Hdbp8SGxsbunDhQv2yZctiZ8+erRs1ahRJSUno9fqgrtPW1kZlZSUlJSVs2bKlfe3atU379u2TDoejXqfTbT127Ng7wBdSytZBuE3FaYLSs2IgkVJagAdO4fUD1vMll1yiCw0Nxel0Kj0rhiTKPg9tVM9yPxBCRAGzIyMjF8XFxS11uVwZTqczUa/Xm0JDQ/VpaWmu2NhYndFoxGAwiObm5kiTydRktVrl8ePHqaurEw6Hw+5yuVqNRmOV0+k8WFlZuVpKuQMokr6X51UoBgWlZ8VIQulZMZJQej61KGd5kBBCGNGWwY1C68E3oqVtsqPF49QADVJ9AYphgNKzYiSh9KwYSSg9Dz7KWVYoFAqFQqFQKPxwSpa7VigUCoVCoVAohgPKWVYoFAqFQqFQKPygnGWFQqFQKBQKhcIPyllWKBQKhUKhUCj8oJxlhUKhUCgUCoXCD8pZVigUCoVCoVAo/KCcZYVCoVAoFAqFwg/KWVYoFAqFQqFQKPygnOV+IIQYLYRYI4TYJ4TYK4T4sXv7m0KIAncpFUIUeB1zrxDikBDigBDiK17brxJC5Akhbj/5d6JQKD0rRhZKz4qRhNLzqcVwqhswzHEAd0op89zrtu8QQvxPSnmlp4IQ4nGg0f16KnAVMA1IBz4XQmS712S/CpgPvCqEiJRSNp/sm1Gc9ig9K0YSSs+KkYTS8ylE9Sz3AyllpZQyz/26CSgERnn2CyEEcAXwunvTpcAbUkqrlLIEOAQs8FT3nNbrtUJx0lB6VowklJ4VIwml51OLcpYHCCFEFjAH2OK1eRlwXEp50P1+FHDUa385J8S+CtgObHf/ISgUpwylZ8VIQulZMZJQej75qDCMAUAIEQm8C9wupbR47bqaE095PSKl/Cfwz0FonkIRFErPipGE0rNiJKH0fGpQznI/EUIY0YT7qpRyldd2A3A5MM+r+jFgtNf7DPc2hWJIoPSsGEkoPStGEkrPpw4VhtEP3DFC/wAKpZR/7LL7PGC/lLLca9uHwFVCiBAhxFhgIrD15LRWoegZpWfFSELpWTGSUHo+taie5f6xBPgWsNsrXcvPpZT/RZtt2mlIREq5VwjxFrAPbWbrLe6ZqQrFUEDpWTGSUHpWjCSUnk8hQkp5qtugUCgUCoVCoVAMSVQYhkKhUCgUCoVC4QflLCsUCoVCoVAoFH5QzrJCoVAoFAqFQuEH5SwrFAqFQqFQKBR+UM6yQqFQKBQKhULhB+UsKxQKhUKhUCgUflDOskKhUCgUCoVC4QflLCsUCoVCoVAoFH5QzrJCoVAoFAqFQuEH5SwrFAqFQqFQKBR+UM6yQqFQKBQKhULhB+UsKxQKhUKhUCgUflDOskKhUCgUCoVC4QflLAeBECJeCPGeEKJFCHFECHGN175bhRAlQgiLEGK7EGJpD+cRQojfCyHq3OX3QgjhtX+2EGKHEKLV/f/sQb41xWmIPz279fkLIUSZW89vCCGiezhPiBDiBXfdKiHEHV32nyuE2O/W8xohxJjBvjfF6YcQ4kdu22sVQrzUZV/AGlR6VgwF/OlZCGESQrwjhCgVQkghxPJezqP8jQFAOcvB8RfABqQA1wJ/E0JME0IsBB4BvgHEAP8A3hNC6P2c5/vASmAWMBO4BPg/0P4QgA+AV4A44J/AB+7tCsVA4lPPwPXAt4AlQDoQBjzdw3nuByYCY4CzgbuFECsAhBCJwCrgl0A8sB14cxDuRaGoAB4CXvDe2AcN3o/Ss+LU41PPbtYD1wFVAZxH+RsDgZRSlQAKEIHmWGR7bfsXmpN8JbC1S10JpPk510bg+17vbwQ2u19fABwDhNf+MmDFqf4MVBk5pRc9vwP81Gv7GUA7EO7nXBXABV7vHwTecL/+PrCxy3XbgMmn+jNQZWQWNAfjJa/3QWlQ6VmVoVS66rnLvnJgeS/HK39jAIrqWQ6cbMAhpSzy2rYTmAZ8DOiFEAvdvcnfBQpwP/UJIa4RQuzyOm6a+9iu5/Hs2yXdqnWzy2u/QjEQ9KRnAOG1XQAhaL1tCCF+JoT4t/t1HJBGz3ru2CelbAEOo/SsOHn0qEGlZ8VIQvkbg4PhVDdgGBEJWLpsawSigCbgXbShEQGYgQs9ApRSvga81uVcjV3OE+mOI+q6z/s6CsVA0ZOeP0Aben4LaADuce8PB5BSPtLlPJ5ju57Hs7/Gz3UUipNBjxpUelaMJJS/MTionuXAaQa6TnKKRnOUbwRuQHsaM6HFEv1bCJEe4LmigWa3c93TdRSKgaInnb0AvA7kAnuBNe795X7O4zm263l6u45CcTIIRoNKz4qRhvI3BgDlLAdOEWAQQkz02jYLzZmYDfxbSlkkpXRJKT8BKtFiPX2x131s1/N49s30nq2KFpS/F4Vi4PCrZ7eGfy2lzJJSZqBp75i7dEJK2YCm9Z703LFPCBEBjEfpWXHyCFiDSs+KEYjyNwYA5SwHiDs2bRXwGyFEhBBiCXAp2qSobcBXhRDj3GlazkeLCd3j53QvA3cIIUa5e5/vBF5y78sFnMBt7hRGP3JvXz0Y96U4PelJz+6UcuPdWp4K/BH4jZTS5ed0LwP3CSHihBCTge9xQs/vAdOFEF8XQoQCv0KLkds/iLenOA0RQhjcGtOjzSEJFUIYCF6DSs+KU04PevakNwx1VzW59wk/p1L+xkBwqmcYDqeClirofaAFbcboNe7tAviNe1sTUAh8y+u4a9F67PCq/yhQ7y6P0nk26hxgB9os6zxgzqm+d1VGXulBz9nAAaAVOALc0eW4nwMfe70PQQvdsADHfdQ/D9jv1nMukHWq712VkVfQUr7JLuV+9z6/GlR6VmUoll70XOpjX5Z7n/I3BqEI94elUCgUCoVCoVAouqDCMBQKhUKhUCgUCj8oZ1mhUCgUCoVCofCDcpYVCoVCoVAoFAo/KGdZoVAoFAqFQqHwg3KWFQqFQqFQKBQKPyhneYARQvxYCLFHCLFXCHG7e1u8EOJ/QoiD7v/j3Nt1QoiXhRAbhRBqLXbFkEPpWTGSUHpWjCSUnk8eylkeQIQQ09ES2C9AWyXnYiHEBOBnwBdSyonAF+73ABcAW4DL0BKFKxRDBqVnxUhC6VkxklB6PrkoZ3lgmQJskVK2SikdwJfA5Wgro/3TXeefwEr3az3gchd/q+8oFKcKpWfFSELpWTGSUHo+iShneWDZAywTQiQIIcKBi4DRQIqUstJdpwpIcb/+FDgL+BBtSWGFYiih9KwYSSg9K0YSSs8nEcOpbsBIQkpZKIT4PfAZ2hLCBWjrrnvXkUII6X7tAK462e1UKAJB6VkxklB6VowklJ5PLqpneYCRUv5DSjlPSnkm0AAUAceFEGkA7v+rT2UbFYpAUXpWjCSUnhUjCaXnk4dylgcYIUSy+/9MtPih19CGPb7trvJt4INT0zqFIjiUnhUjCaVnxUhC6fnkIaSUp7oNIwohxDogAbADd0gpvxBCJABvAZnAEeAKKWX9KWymQhEQSs+KkYTSs2IkofR88lDOskKhUCgUCoVC4QcVhqFQKBQKhUKhUPhBOcsKhUKhUCgUCoUflLOsUCgUCoVCoVD4QTnLCoVCoVAoFAqFH5SzrFAoFAqFQqFQ+EE5ywqFQqFQKBQKhR+Us6xQKBQKhUKhUPhBOcsKhUKhUCgUCoUfDKe6ASMBIUQUMBVINxqNo+Lj4yeaTKYsKeUop9MZJaU0SCn1gNTpdA7AbjAYaqWUR1tbWw/X19cXA5Voq+0clFI6T+HtKE5zlJ4VIwmlZ8VIQun51KBW8AsSIUQkMC8yMnJxbGzs2Q6HY2psbGzInDlzxPjx48MyMzPD09PTRXp6OmlpacTExGAwGNDr9WzcuJH58+djs9moqamhoqKCyspKjh07Zi8tLW0tLCy0FhYW4nA4GoQQWyorK7+QUu4ACqWUrlN974qRh9KzYiSh9KwYSSg9Dx2UsxwAQogxERERl8fExHwrPDw848wzz9QvW7Ysbt68eWLKlCkYDIF10Ofm5rJ8+fJe65nNZvLz89m6das9b8d6w549RU6TKWxtwc6dTwBfSCnb+ndHitMZpWfFSELpWTGSUHoemihn2Q9CiIlJSUk36/X6yzMzMyOuvfba2JUrVxozMzP7fM5AxduBbIemB3C0bWTT7ov46JNyPv50ja2trX3vsWPH/tze3v6GlLK1zw1SnDYMHT3fh6Ntm9Kzol8MDT23ufW8XelZ0S+UnocBUsqTXoAXgGpgj9e2B4FdQAHwGZDu3r4caHRvLwB+5XXMVUAecPsAtcsYEhJydVpa2s4FCxbUvPbaa67GxkY5UKxZsyao+u2uNmlz2aTdtkPK2nOlrEqT0vKAPFC4Rf7mgZ/LCRMmNKelpb0KTO/L/fZWAD2QD/zb/f4loMTru5jt3q4DXgY2AtMGoy1DuSg9B4izUcqaHCkr0IrS85AsSs8B4jQrPQ+DovQcIErPPbfvZF2oy4dyJjC3i3ijvV7fBjwjT4j3337O8777A34DiOxHe+ISEhIeTE1NrbztttssxcXFPUmqzwQrXru0ySfk43K9a51sd7XJdme1lJaHpKwIl7L+Mulo3SD/+59VcsVXLrBlZmbu1ul0X8U9WjAQBbgDeK2LeL/ho94K4BYgBXhhoK4/XIrSc4C47FJWRJ8wxh3FoPQ8hIrSc4C42qSs0Cs9D/Gi9BwgSs89llOSDUNKuVYIkdVlm8XrbQQQSHyI8Bzu9TpghBBh8fHxd48aNeqWe++9N/aGG24whoeHB3uaQaOSKuqp41PxMV/wP6aKaSyLvJG4yDvR29ajt3yfC3McXPju7caio4um/+HxJz764ot1ZUKIb0spv+zPtYUQGcBXgd+iibgn9IDLXYL+HoY7Ss+B4QBkajU62zb0ljvAse3Envb30Le/x4U5k5SeTzFKzwFiLwB8JRJQeh5KKD0HhgsT9pQyQpr/BC2PockFlJ41hlSeZSHEb4UQR4FrgV957VoshNgphPhYCDHNa/sqYDuwXUrZFMR1DNHR0T9ITU0tvvvuu+85ePBg0i233DKkhOvAwUEOdHq/i538RTzN8+J5vn7z0yRPq2baORLsu8mOXUJsaL4A+5iY6KjcyMjIJiHEUgAhxBIhxC4hxHYhxET3tlghxGdCCH8aeBK4mxN/MR5+6z7XE0KIEPe2T4GzgA+BPw7cpzC8UXo+gQMHa0Uuz4i/kW8yYUtcjzXlGET8lE5myHkALD8gO3YJf/+DUXz80TNjvvmNS3KnTZ26Xwgxqx9NeBKl536h9HwCp7Tj1CWCYV4vFZWehypKzydw4GCjWM8nuq3UR92NNbUJV9x7oBsDwHd/AskzYPqZJ/R82vkbJ6sL20dXehZewyJd9t0LPOB+HY17yAO4CC0vYJ+vazQaz0tJSSm98847mxoaGuTJJJhhkTbZJv8hn5O/lD/3Wa7/8jr5wx03yzHTMqXZ1SDbXU3y4w/vkfbyFClrFspvXXOmzBqTIefNm7MV+DeQASwFHpfaZ/kYsFz6/vwvBv4quwxLAWloT3IhwD/xiuc63YvSc8901fOD8n75gXxP1rlqZburRTpbV0lZNcbHECBS1iyUW9c+LM8/b5lHz4kyuO9G6VnpuVeC1fMB135pdVllu6NcSvMdvrWr9DwkitJzz3S1z8/JZ+Re125pc9mk1V4kv/z3eXLHJ8hpk07o+NPXkPYyTht/Y0j1LHvxKvB10IZLpJTN7tf/BYxCiMRgTyiEiEpNTX1t8eLFb23fvn3MY489FhkbGzugjR5IjBgpp9zv/jFnZqKP19FKK4+LP/CaeJPxF9+ATD+KPeZ5LvtKG2fMa+C+X/xsfmho6Hkmk+lyIBywCyHGA6OllLl+Tr8E+JoQohQtPuscIcQrUspK99+WFXgRWDCQ9zyCUXruomcbNrazjSfFHzn3xvNJGnMT086NwJZ0AEKv5qe/gcnLYOa5cNm3tjAx6V4+e7Wcr1++cr7BYKgSQhwOotdC6XlgOe31bMDAG+I1HhUP86l+Ow3Rv8Ca2oIr9l3Q9ZLBwL6F+RM0Pd/3i5/Nz8jI2BcREfHNIC6v9DywnPZ67mqfj1LGG+J1/ij+wFp9CfMueo+I7F2gSwdiAbhgORgMgH0Ll527dsT7G0PGWfb88Lm5FNjv3p4qhBDu1wvQ2lwXzLlNJtO5KSkphb/97W+/npubG5eRkTFQzR40aqnBgSPg+iUU8y/xMk+KP7LRUMPf307kvJVPsvLSi/n4449DwsPD/2gwGF4HXkGLC7rP37mklPdKKTOklFloM4BXSymvE0KkAbi/j5XAnr7f4chG6bkzPel5/HfGcfknK6mjlrX6I7TEPsdZK1exe8df2PVFNNnj4OGngYi72LZtB3l5efolS5Ykh4aGfiaESEDT8u+kn0T6Ss/9R+m5M7XU4sDhfujbyhPicV4Rr1AUOhl78iHsSfsh5IqeTxJxFysvvZiCgoKk888//7nU1NRP3HruEaXn/qP03Bl/9rmFFtaKL3lUPMLH4n/YdZHYU4/jSNgGpuUd9V54HS686Bsj2t84Jc6yEOJ1YBMwSQhRLoS4EXhECLFHCLELuAD4sbv6N4A9QoidwFPAVdLdRx/AdUJTU1NfWbx48Vs7duwYdeONN5rcfwcnBZfLRVtbGy0tLTQ3N+N0OmltbcVms9HTLbhwcZCiPl2zCQv3/+4BKgwVXHvd9aALZ/ny5TQ0NOjfeuut6ISEhC+FEGFoGnxTCPGKECIlwNO/KoTYDewGEoGH+tTIEcbpoue+0puex5yZSVh8KC5crBW5PCoeofErzVREX4g9tYb5y39PefV4CP8ORlMoISEh/OpXv4pcsWJFZnJy8n4hxMIeei16QunZB0rPPePCxSEfej7CEa668WriUuLInr2C1rgXaE81U+f4A+dfqWfiEjj/SmgwA4ZZvPtxLNNmzGflypX84x//iP3b3/52bnJy8n6dTreuj01TevbB6aLn/vkbB3s8t0RSzGEaqOfP4mm2GW1Y4z/BmnKc3/7tHAzGWK694S8j2t8YsYuSCCHSkpKS/veLX/xi/G233RY6WKJ1uVw0NzdjNpsxm800Nzdjs9kA0Ol0mEwm9Ho9Qgiqq6tJTEzE4XB0qhMaGkpMTAwxMTHExsZCKLzNm706zOZSM29c/BY37/l+x7adL+1ix7P5rP1iLVnhWei8noeklJx99tm0traa8/Pzyx0Ox8VosVwXSCl/McAfjWIAOVl6DoZAk963096rnn1pGSCeeN655D3+74r/41vXXUvBzl3cfPPNhIWF8a9//Ytbb72V0tLSxvLy8qdra2t/FegPm+LUMlL1fGRtGaZIEx9c/yE/3HMz2Uxi7U/XMzp+NPfceR6PPXglDfVH+P2TO1l+/m3897//ZdWqVTQ0NHDrrbdy+eWXU1JSovQ8zDgd/Q0DBqpfqmXzs1v4/PPPiQ2PBjFy/Y1TkjpusBFC5KSmpn746quvppxzzjkD2nsupaSpqYmqqiqqq6txOBxERUURExNDeno6kZGRhISE4OuPJTc3lwULOofdOJ1O2trasFgs1NfXU1xcTLu1HVeUJC41AUuyGafJV3qi7hz65DAbH93EH798nFHhozo5ygAvv/wyK1eu5Ec/+lHshAkTIpuaml6sr6//HVpskWKIMph6PhkYMFDGkT4d+8FvP8JhcPDN674JQsfs2bPZvHkzAGvXriUrK4vf/va3MRdffPE9jY2N3xVCLJFSlg5g8xUDzHDXsxGjXz2POTMTc6kZ0Hrs9lPI2x++zW25t7LD6OLqH+Ry/tnn8Xv9OHQ6HVarldbWVoxGI+vWrWPMmDG89dZbMbfccstt77333jwhxDfk6bxq2jDgdPU39n9ygP89+jl//PJxwiLC6BqoMNL8jRHnLMfExHwrOzv7iY8//jhh3LhxA3Zes9nM0aNHqa2tJTIykpSUFObPn09ISEjvB/eAXq8nMjKSyMhI0tPTAaiVtWyxbCKmKpYJmyfh0rswpzVQn1HbIeRVV7/PkdwjtNa28WTG05z1wDI2PLwJl9XJY+f/kcd5gkWLFvHMM88A0NrayksvvcRnn32GwWDgX//6l+HKK69crtfrFzudzq/079NRDBaDpefekFLS3t6OxWKhra0Nq9VKe3s77e3tuFwupJS0tLSwadMmjEYjoaGhHSU8PJzo6GgMBs28NNKIFWvQbdj50i6K/11MwRc7CRWh3dr30EMP8cYbb3DrrbeyZs0a41NPPZX4t7/9bbsQYraU0v/sWMUp41TpeSAxYw5Kzy3HW3Cm2fkP/yY6LYbq47Wgi+Tee+/lvPPOIz09nVdeeYVvfvObvPHGGxgMBp599tnonJycs++7774dQojzlZ6HJsrfcJ02/saIcpaTkpIenD9//i3vvfdeXFRUVL/P53Q6KS8v58iRI4SFhZGZmcnUqVPR6/UD0FrfuHBRLA7RFtNKW0wrVZMqMLYZiauIZ+LGybRHtVE97jiXv76y27FzbpzNN7mSyUzBiLHTvvDwcNasWdPxftmyZVRUVIj169eHXHHFFW+4DfLeQbsxRdAMtJ57wuVyUV9fT01NDWazmfb2dsLCwoiOjiYsLIyoqCiSkpIIDQ3tGOZbv349c+bMwW63dzjS7e3t1NXV0djYiMvlIioqCktcI6YUE7YIW8Dt8YySvPPlO0SFd7/3l19+mYsuuoj4+HhaW1vR6XSsXLnSVF5enrBu3bqtSs9Dj5Op58HChYvDvcR39sRXxAp+Kx4G4Pzzz+f8888HTui5qKiIxx57jLi4OP70pz+FTpkyZdIVV1yh9DwEGTn+xuF++RtTmIqhiys5Ev2NEeEsCyFEYmLiY2eeeeaNb775ZoynR6uvOBwOiouLOXbsGOnp6SxYsIDQ0NDeDxwAbNgoprjTNnuYnerxx6ked5yI+khSD6VhsBqomHSM5qQTudHHMIZJTO7mKPfE0qVLxerVq9POO++81UKIr0gpCwbqXhR9Y6D17A+Hw8Hx48epqqrCYrEQHx9PcnIyWVlZhIaG+hza88YT/xYaGoqvHwuXy0VtUy1f1h8mc1cWBqsRS3Ij5rQGWmNbOtZe8tdrgRVuO//HCITfXguAO+64g4suugiTycRrr72GlFLpeQhxsvQcCJ6wB8+DndVqxel0IqWkra2NvXv3YjKZCAkJ6dB2REREh8Piyz73RkRKBE2VzUxPm050ZQzJycmd9nv0/Omnn3LxxRezatUq3nnnHV599VW+973vKfs8xBh5/sbhTtsC9zeymMTkbo5yTwxnf2NEOMupqalPzZ8//3tvvPFGSH+E63K5KCsro6SkhMzMTM4888xBfarzhQEDRyj1vVNAS0IzxQmHCGkOIX1/BqmH0jg2pRxrbDuX882gHGUPkydP5qOPPkpeuXLlOiHEsuEk4JHIQOnZH42NjZSUlNDQ0EBaWhrjx48nJiamV+c4WHQ6HfEx8RTHHKJlbAs6h47o6hiSi1MIbQ6lPqOO2sxan70W826cy4+5g1hiEV1WNPXVa7F79+5OdZSehw6DrWd/OJ1O6urqqK+vp7GxkdbWVkJCQggPD+9whGNiYtDr9eh0OqqqqkhKSsJms2G1WmlqaqK9vZ3m5mYAoqOjiYqJojKpAiIJeKHdSV+byO5/7uFXP7ufZ/75DJdeemmn/X/4wx+47bbbMBqNtLW1IYRAp9PR2qqFKiv7PLRQ/obH3/jGaeVvDHtnOTk5+eGzzz77Ww888EDIzp07mTt3Ljpd8DH21dXV7Nu3j5SUFJYuXYrRGLwIBoJWWmihpdd61kgrJTmHCTeHM6owg3hTAobpBkRI8A6PxWLBbDbzwQcfRF588cWfCiHOGW5DJCOFgdKzL2pqaigqKsJgMDB27FhmzZo14A5yV7z17DK4MKc3YE5vQG/Tk3A0kUkbJtOU0ETVxEocofaO45awjAgiujnKgaD0PHQYTD37wmazUVVVRVVVFa2trSQkJJCQkEBmZiZhYWE96t1gMHTr9fXgdDqxWCxUmSuJK0wgtTWdpkQL5lQzzQlNPY6SnPGzxXxxRS7z/zGfrDFZvPXWWx3nraioYOvWrfz6178G4NZbb2X+/PnExsby/vvvA0rPQwnlb5y+/sawTh2XkJDwkzPOOOPX77//foxer6eoqAiLxRKUgO12O3v37sVqtTJz5kzCwsIGrb29pSaSSHZRwLu8E9R5Y4jlyqqrOVh4kOzsbEaNGhXwsRaLhR07dpCTk0NUVBT79+/nnHPOqaysrFygJpWcXAZCz74wm83s27ePkJAQJk2aRGRk5IC0d0D0LCG2Mo7UonQsKWaqJlQRZYziVn6MCVPQbVJ6HjoMlp67IqWkrq6O0tJSWlpaSEtLIzU1laioqKAeBgPR804KWMU7CKcgqjaa2Mo4IhoiMafXUzOmptMDn4cYYpWeRwDK39A4Xf2NYZe2x4PJZDo3IyPjvnfeeSfGM3SRnZ1NdHQ0eXl5uFw+F/PqRHV1NevXrychIYEFCxYMqnADwYaVQxwK+rhLWUlaahpLliyhqqqKbdu2YbX2Plu7q3BBGyJ56623UpOTk//nTiauOAkMhJ670tbWxvbt2yksLGTatGnMmzdvwBzlQLBh613PAszpDew/cy+2MBuT1k9hafGZ6GTwpknpeegwGHruipSSiooK1q1bR1lZGePHj+fMM8/suI5PR9llBZfFd8HlY3tzx6E2bBx261nqJZaURspml7J/2T5sYTbGb51IVt44TC2dMxZcykr0BD+8rvQ8dFD+xglOV39jWDrLQohxKSkpr3366afxXVOpBCJgKSX79+/n8OHDLFq0iNGjRw/6cHQg6ND7jx/ywyQmk8kY9OgxmUzMmzePjIwMNm7ciNls9nucL+F6WLp0qXjooYfGJicnvyuGwgczwumvnrsipeTo0aNs3ryZzMxMFi9eTExMzGA0vUd06ALXsw5qs2pwLXMQ1hbGlo1baGnpfXjQg9Lz0GGg9eyLmpoa1q9fT21tLQsWLGDu3LnExcX1bseFnnaho03IbkXSfZtVnIhU9KdnaXBRl1nLgWX7qBtdy9i8cYzeOQZDu7GTfQ4Gpeehg/I3TnA6+xvDzlkWQkQlJyf/7/33309OTU31WacnATscDrZt24bT6WTRokWn/OnOGyF1RBB4z58RIyu5rNvwXlpaGgsWLGDnzp2Ul3cf2ehJuB6+973vhaxcuXJJYmLiA8HdhSIY+qvnrrS3t7N161bq6upYunSp3xjMk4EdO2bMAdc3YmSl4TJmTpvJlClT2LZtG8XFxT0u1QpKz0OJgdZzVzy5vY8cOcLcuXOZOXNmcJkDhIF60cg74v1upQFzp/cfiY8xiBOxpL3qWUBTkoUDSwtpSrIwcfMkZhXNweAKbmqQ0vPQYST7G32yz6exvzGsnGUhhEhOTv7wiSeeGD1v3rwe6/oScGtrKxs3biQ1NZVp06YNiac7b6ocOq5z3cyPnL9gCcu6rcDXlXM4F6OfOLiIiAjOOOMMjh07xr59+zocjkCE6+Evf/lL9MSJE38UGRn5tb7dkaIn+qvnrtTX17Np0ybGjh3L7NmzT9mkEQ/B9lqcw3kdeo6Pj2fZsmW0tLSwbds2HA6Hz2OUnocOA61nb6SUFBcXs23bNiZNmkROTg4RERF9amcoYRykqFtpx9rpvZkG7JyIQQ5Yz+7QotFnZqCTOtavX4/FYgnoUKXnocOw8TekA2Rr94KryzYruE6kfuuPfe7K6eBvDCtnOTo6+uavfvWrc6655pqAvABvAVssFrZs2cL06dPJzMwc7KYGTYsLHqoVpBwQ/PJ4OBNsX+EO5wNcKa8llthu9RNJYgGLepw0YjQaWbBgAVJKCgoKaGxsDFi4oM0O//DDD+NiYmKeFUIk9Of+FN3pj567OhhlZWXs2bOHhQsXntLeZA82bBykKOD6SSSxgIWd9KzX65kxYwZpaWls3LixI5WWh2AMMSg9DzYDqWdv2traOr7/ZcuWER8f3792Eh1QlpVEkjrq9UXPC3WLmDppKrNmzaKgoICioqIeR0mUnocWw8ffcEFVJFRFdC72/M7vG7/fccRA2OeujHR/Y9g4y0KI0bGxsQ889dRTQQVfZmdnExISwvr165k9e3a/De1g4ZKwtgVaJDxnhgmHBBeW6ShqmsIPXHfxf647mcHMjvqX842A4uCEEEydOhWdTseGDRuYN29eQML1kJiYyNNPP52YkpLyr77cl8I3/dGzt4MhpWTv3r0cP36cM844g/Dw8MFqclBIZFA9Fz3pefTo0cyYMYMtW7ZQX18PBO9YeFB6HhwGSs9dqa+vZ/PmzUyaNInp06cPSB5aFy5i6L2ZKaR05JHtj55jYmJYunQpdrvd7yiJ0vPQYlj5G9IG+jG91zNMB6GNxgykffZmJPsbw8JZdg+HvP3SSy8lBjubv6WlhdraWjIyMjh8+PCAzMIeDISAwi6rAW9sg8vLBWMOCv5aE8dyxxXc7nyA6+UNJJHUa5iGh6amJurr6zs+g2DTBV5++eWGhQsXLoqIiPhGUAcqfNIfPcMJB2PHjh0UFBQAkJOTw6lcGc0XNdQEVG8Ws0nsRc9xcXEsWrSIXbt2ceTIkT45Fh6UngeWgdJzV4fZe7QkMTFxwNrrxEkiSb3WSyO9kyb7o2edTse0adNIS0tjw4YNnUZJ+uooe1B6HliGm79hA+xJB7CnWjsVaZzbeVvEj0FomjRgwEJTzyd2E4h99mak+hvDwlmOjY39wSWXXDLl7LPPDirox2azsW3bNubMmcPMmTMHNG3RQLO51f++Gif8rk6QWiS4vcrAOMYTQoj/A7zwNsQzZszAZDJRWFgYdPteeOGFuNjY2D8LIQbuV+s0pa969mbixIm0tLTQ0NDA5MmTh1z8fTlHA6oXSihf5ZKA9BwWFsb06dPZtWsX48aN65Nj4UHpeeAYCD17O8xOp5PCwsJBGy0xYCApAGfZ26EeKD2PHj2amTNnsmXLFsxmc78dZQ9KzwPHcPM3dLpQ1ov1PCEe71SqOd7pvVWc6I1rd+n4ies+bnDdwhiy/J47GPsMI9vfGPLOshAiJSoq6v4//elP0cEc53K52L59O5MnTyY2NhYY+DyfA0WbC/7b7LXBYobbvwEXT4ZLpkDBJnj8HlyXzeTQnddjldrf8CuvvMKTTz7p97xdDbFniKSpqcnnrNWeSEhI4M9//nNiamrqC8HfocJDX/XsjZSSXbt2kZyczKhRo8jPzx9SerZjDzgebgUXBZxWy2KxsHv3bs444wxKSko6QjL6gtLzwDAQevaQnZ1NVFQUubm5tLe3D9poiREjaaT3WEePngi0IWs7doo4ENC5A9FzXFwcCxYsYMeOHWzZsqXfjjIoPQ8Uw9HfMGAgnjiau/xz4up43UYbYWiZONpc8MtqwczDgo8a0vhK/TfI//o+Xpr8L/425VnKN5Xz+T2reXbm39l4/eYOPZ/u/saQd5ZTUlL+8Oijj8YHO/N57969JCYm0jXdy1B0mG0S1nr3LD/8Y1i6Av69H97dCcnpUJjH/I93kR1h4tDe3bS1tfHiiy9yyy23+Dynvx4LIQRz587l8OHDPeZF9MXKlSv1o0ePPkMIMbP32gpf9FXP3njSqU2ZMoVJkyYNOT07cVLqFQ/Xbm7n7W+8y18nP8NfvYzxCzNf4o/XP9ERF9qTMfbWc0JCAgsXLmTnzp3dJv0Fg9Jz/xkIPXuQUuJwODAYDDgcjqCHb4MhFd9pwDzEE48DLbbYiZMjHOn1nKPIYDozOvTcE06nE9DCMzyv+4vSc/8Zrv5GShB69vgbh+3w4+OCMd+9nbpFX+XTnUfYn1/OtWk3UJdXz292PUCyKYX9u/crf4Mh7iwLIcbHxcVdeMUVVwQ1q6OsrAyr1crEiRN97h9qDnOIgIJ295umRtixFr5+o/beZIKYeHDYeTldYm1rxWg08thjj3Hrrbf6TA/W29Ce0WgkJyeH/Pz8gFbe8SCE4C9/+UtCamrqs325z9OdvurZm+rqaqqqqpg5c2ZH6MVQ07MBPVVUdrz/9Mf/Y8KK8fxw/838386biEyP4njecQp2FRBiCmH37p4f/nzpOSwsjFmzZrF9+3a/aeV6Q+m5fwyEnr05fPgwVquVM888k5iYmEHVcxw9T7xKIhmJ5qzru+j5qay/8MyMv/Pc7Od5Pkfr+PrinjU8NfNpbrz+xo56/h7+PHpesGABixYtIj8/P6gFePyh9Nw/hrO/EYyeu/obru1r2XTRjUw9LFhREcoRw1xS7Glc4biRttY25W+4GdLOcmpq6tNPPfVUQqDrroOW27C4uJjZs2f3GMc5lByM/Hbo6FsoL4G4JPjFDfD1OfCrm0DoWPKVi7hi0RzS09KIioli05ZNrFy5stu5Ao2Bi4iIYPLkyezatSuots6fP59Zs2ZlCyHODOpARZ/07E1zczP79u0jJyeHrucYSnqupBIXWhvaG9spW1vG7BtnAaA36QmLDyXCHkGkjOrVGPek5/j4eMaOHUteXl6feyGVnvtOf/XszfHjxzl+/HiH3R5sPevRE47/WOgkkjp6iPXSwC3OX3A253RMcrp+zbV8v+Ambtr+Xdob22nNayNvV36vD39d9RwREcHs2bP79dDnjdJz3xnO/kYweu7J39h+903cWKVHv+wizspZQHpaOjExMWzZsuW09zeGrLMshJg9ZsyYBeeff37AQfae/H4zZswIKNZtKDgYtq7xyk4HFObBVT+Ad/MhLILIFx7h0wfuZldBAY8//ji//OUvufw3l/HM889wxRVX8NBDDwHBz6pOS0tDp9Nx7NixoNr81FNPxaekpPxtKC9NOdToi569cblc5OXlMWfOHLouuephKOjZgYMir3hlc0kj4UnhfHjDv3luzj/46Kb/EK2L5qqLrmbRnEWkpaX5NcaB6Hn06NGEhYVRUlLS5zYrPQdPf/XsTVNTE4WFhd0eAgdTzw7sPWbESGcUevTYXPD7WsFdVaGkWM/hLtdviCCSeE6kgY3SRRNtj8YkTbS2+h/586fnuLg4xo0b16+HPm+UnoNnuPsbwei5N38j4oVH+KiLv/Gb3/yG559//rT2N4ass5yWlvbnP//5z0Elpj5y5AhRUVEkJAR+2Kl2MNokfOkddpmSoZWZC7X3F3yDSYfz8Pwpbs3fyhFZyqFJRfz97ed45a1XOHz4MPn5+X2aVT1jxgyKioqCGh7Jzs7m3HPPTdfpdBcFfNBpTl/07E1RURGpqanExPSc9vNU69mBg1JOOK4uh4vKvCpyfjCX7+ffiCnCSPkjFdx9990UFBTw8OMP+zTGwRjiqVOncvTo0T4PZSs9B09/9ezB6XT2+BA4WHoW6Hp0LpLRFvZpk/BJC7zcCNMOC5aXCuzSyFsXrOL9ef+h9rkGvhl1BRdedCFz5szx+/DXm55Hjx5NREQEBw8e7Pe9KT0Hz3D3NwS6HjO8eOu5N39j8uE8TG63ND8/HyklkyZN4u233+att946bf2NIeksCyEmjho1KjsnJyfgY9rb2yktLWXKlClBX2+wBCylxGq10tLSgsViwel00tra2mm4LVTA1javg5JSIXU0lGizr8fu+IKlM6YSotNmZf/0lz9l5oPTcdldNDgb+JzPsDvsfU4/ZDKZmDJlCnv27AnquF/96lexKSkpvwnqoNOUvujZm8bGRmpqapgwYUJA9U+lw2xzmljuOp9U0gCIzogiOiOaUQtHAXDuN86lNO8IBgzYsbM6/wuc0tnJGO/fv58PPvggYD17VvorKCjoc8+c0nPg9FfP3hQWFjJ69OgeHwIHQ89GjGSQQZTXPz26jtcx7lVTw3Sd7fOOdqh5aT1lr+Vxxj8/5cs/b+BIbhU/u/tnFPjpifvlL38ZkH2eMmUKVVVVAS+N3RNKz4EzEvwNEyaSZQoGqwFTSwihljCEU2BqNaFz6Dv0HKi/4XGWf/nLX/Lggw9it9s7JqI6HI7T0t8YWqsYuElNTf3FfffdF9RT3oEDB8jOzu5zqqHs7GyKiorIy8tj7ty53WJCA8Fut1NbW4vZbKaxsZG2tjZCQkIwGo3odDqsVit79uyhvb0dl8tFdHQ0LRExZLbFcSgkDukZZfj503DPtQi7jexJ4/jVSy8iJbz73ofoc3REpWsCTZmdwnen3ciktMlcfuXlfU4/lJqaSklJCWazuSPtTW9MmjSJcePGZQohpkkp9/bpwqcJfdGzB5fLxc6dO5k9e3ZQmhwIPfeFGqeOta1j+E70LTTRQl7ql7wzehW1B+pInZSC/Qsn06ZOQyJpo43bf3k7tzz3Q1rsLTidTiwWC/X19YwfPz4oPcfHxxMbG0tJSQnjxo0Lut1Kz4HTHz17U1dXR2NjI9OmTeu17kDrWYeOOTKH6fKEg7SJL7nUdSUCaJWSaD3st0J71+evlFE0uOAlfQo/vPQydm3bwVeWnw107om79957efvtt7niiiu4/PLe7bNOp+tYGnvp0qX9ukel58AZKf6Gpa2JsSHjcRgdSJ3EZDWRsSeT0PYw1rnWERMdE7C/AfD++++Tk5NDerqWZnH27NkdC+tceeWVp52/IQYzPU9fEEJEZGRklJSWliYFurRpc3Mz+fn5LF26tN+LMxQVFWGxWAIWsJSS+vp6SktLaWpqIiUlhdjYWGJjYwkNDe3UntzcXJYvXw5oTlCDxcI75Y3sq65jrLWRTZHpfBozhkZDKAAPJMGdCRChg1YXVDkkOkMVL+j+DECoJZSxO8ZTknOY2VFzOI8Lely7vSfMZjOFhYUsXrw44GM+/vhjbrzxxtcqKiqu7dNFTwP6omdvjhw5QktLC1OnTu3T9YPVc1esViuNjY2YzWbMZnOnVG1NTU1ERUWh0+mIjo4mOiaWj0Qsd7VEE6bXcX2M5KcJULY7n5v/71tYbVamjpvKP1/8J5FxEdz6/q0UFuzjrPvPJJtJbLp1Cx//52NycnJ46623gm6rw+Fg3bp1LF261Oes7d5Qeu6d/urZg9PpZN26dcyfP59g0nT1V8/eVDsgxSsd+GNludyVuZzzIuDtDIjUwR/r4J5qr4NaW0C6ICKKX4S38Pk153P/r37FihUrALj44ot57rnnCA8PZ+XKlfz617/mxRdf5M4772TWrFkBtevAgQMdkxz7g9Jz74wkf8MR6uAP4pGOupNzp7F/+V7GM4Fvuq6gzWIP2N/wxUAtoAPD098Ycj3LYWFhV3/3u9+NCMYQ79+/f8BWMQvmia+6upoDBw4QHh7O2LFjiYuLC7gNOp0OfVQs70fH8oluDCEuB0uajvGLii2UhsSwIXUydyWEEq6DZic8WAt/bxBsHJvKd40/4rXm5zsc5faodjazCaDPDnNsbCwGg4GamhqSknpf3QrgggsuQKfTnS+ECJdS9j3h7QimL3r24HQ6KS4uZunSpX2+fl96MFwuFxUVFZSVleF0Ojt6bdPT04mIiOjQuOfhz+FwYLFYqKw3015ZzGPNjewNS+A/bWP4S0MMyxLm8rcv9zAnDKJ0AhtWcllD8spEkldqk5zLLEc49/JzefB3DxIf1XMaJH8YDAbGjh3LoUOH+jQ8qvTcO/3RszclJSWMGjUqKEcZ+t8j53K5aG5uxmw2U28280hVI0aXNrw8ytbE42W5RIeFUd4WS1h0DJvbYoHQEyeoOw63XYZJwCq9g2uvuabDUfbuibNYLCQnJ/OjH/2I2bNnB+wog7Y659q1a8nMzCQ0NLT3A/yg9Nw7I8nfcOLEgKEjn7KHRJIw6kzYoiJ4LyqWT3vxN3wxkI4yDE9/Y8jFLMfGxt7x/e9/P+D1TS0WC3a7PeAPPBB6iymy2+3k5+dTUlLCvHnzmDdvHvHx8UH/8YQJ2Oj+yq06A6tjxnD36DPZHpHCQxWbqD1WjtUlybfCH+qgwQVnlAgaGyKYt2NRh6PsYTOb2MImrAQePO/NlClTOHAgsJWqQIsV/c53vhMeGhp6ZZ8ueBoQrJ69KSkpISMjo0+9pN4EGiPncrk4dOgQX375JRaLhVmzZrFs2TKmTZvGqFGjiIyM9Klxg8FAfHw8E8eP43dJc7kjczk7IlK4pm4/9x/bSE1dHQJBGAKrC1qd+o6HOzgxQrI/Zy//jfo3NmzdrhEomZmZHD9+nPb29t4rd0HpuXf6o2cPdrudo0eP9ilcBnrRs8v3b6hn9cfc3FyKioqw2WzEpqTzbtYi7sxczp2Zyyk3RXHn6LMwTJxOfHQUrQ315BTv4JGja7nQXEKoyw6jx8F7O/l8x0527d7L3b+4u0OvK1eu5P777+9wLP7xj3+wd+9eXn311aDuT6fTMXHiRIqKAlsF0x9Kz70zkvwNO3YS6L46dBppGDESroON7nhlf/6Gr0iDgXaUPQw3f2NIOctCiPSUlJTEUaNGBXzM4cOHGT9+/IC3xZ+Aq6urWb9+PYmJiSxYsIDw8L7/bhy1g6Xr34YQZKalseSMJdTWVLN92za+W2LFI+GINgtrt+0gdeZCrom4qdOhs5nDQhYHtIKULyIjIzGZTDQ0NAR8zPXXXx+RkJDwvT5dcITTFz17cDgc/XIoutKbQW5sbGT9+vW4XC6WLVvG1KlTu/X62bBixswx9z87do5xrKMno8ym6dklBHkRKfwufSHPJ83gtsYDRBzeDS4HbRJ2tev5P9ddGDB0CiVqj2qniAO8xRt9dpg9jkZfswooPfunP3r25uDBg4wbN47+9E771LNswYUVq1enU0NDA5s2bWLfvn0kJSWxfPlycnJymDBhAvGJiYwL72IrhWBmXATp6emETZjKL0Yt4eG0BZikk4ePrudbtXu5KtzOnDAw6MCJgzrqsGMHBs6xSE9Pp7Gxsd+LlSg9+2fE+BuuZnBpk0J9ZcTwTLY+YoMmH/7G6LQ0lizR/I1t27Z1ylQxWI4yDD9/Y0g5y+Hh4Zdec801Aa/JbrPZaGxsHNCnPG+8Bex0Ojlw4ADFxcUsXryY0aNH92sYxiXhMx92MEoHz6RBXJiJSbPn8s+wTG4p28gYq4UMq4U7q3bwaGoOZ9dE025P5buuHxFCCFdyNRfzNUyYOhLn94Xx48dTXFwccH33JIcJQoiwPl90hBKsnr05evQoo0aN6pdD0RVfBtnlcrF//3527drF7Nmze5y0YsBIAfk8y195lr9SQw3P8lccOPzquTE0iiuWLSYuKpK169bzkwN1nF8m2NsWwfWNP2DcjgndRkiOUEo1x/vsMKenp1NXV4fdbg/6WKVn//RHzx5sNhvV1dWMHj263+3ppGdnEy5nPW3CRKWoxuq0sm/fPvbu3cu0adNYtGgRqampnYa5I3Qw1UfK8vGmzva50RDKB3ETuDPzLOpNkdxYsoG2uhps2Hibt/gHz1FDDfWW+gFzLIQQTJo0KaieN18oPftnWPsb0gWuJpBtOIQOqzBpGTFI6XbeeOJxSfifD/scqYNn0yAu1MTcuXPJzMxk48aNWCyWQXWUPQwnf2NIOctxcXHfXrlype8VF3xw9OhRMjMzByR2yB/Z2dlERUWRm5tLS0sLCxcuDCqOzIkTi/ufCxfNNGPHRpMLvvAh3t8la+mKWlzwQgP83ZDKH9Lmc1flNu6t2MrjaTmUm6I6QjJcjlRud/2cbCb1eXKfN/Hx8TQ1NWGzBe6oXHzxxSbg3H5ffIQRrJ49SCk5cuQIWVlZA94mb4Nss9nYvHkzQgiWnLGQ6N5m66MjnfRO20IJxYjBr54fToYwvSB5zFj2T1rAhPJCzjQf4caDTezeXsiiuefgiDoRYzeKDG7jdlJI7bOehRCMHj2asrKyPh2v9OybvurZm9LSUsaMGTNg2Vk0PYexIy+fFhHL38UzvGd+h43rN2IKMbFkyRKio337Q3oBOV1MeYxOs7++9OwSOi7MHsPcBQs5ePgguTtzOew4hA0br1peZvuO7czOmT1gjkVSUhLNzc19CinyRunZN8PS33BZQbaDbMcq9NjQsZ2dmIW5V/v8uT/77PWnmJqayvz589m2bRtbt24dVEcZhpe/MWScZSFEuNFoHOdvfXVflJeXk5GRMYit0nC5XBgMBpxOZ6eYHs/QW080YeEZ/sIz/IUaqnmPVThxEiJgXZfwupkh8N1Ybe32MjvceVzbrpPuXkAh0LuvL4Cb4yDVIAgXBowYceDA5v7XVzyORnl5ecDHXHnllTHp6enf7vNFRyB90bOH+vp6oqKiMJn6//Dji+zsbCIiIvjiiy8YPXo0k7LHo9ObsNP7j/IoRrGUZSxlGZFEcjbnYcdOqA89zwqBG2I1PR+1w08aw3kgfTHLmsq5r3wjP07IocSQzM2un2LEyDLO4rvcRCRRfQ4l8uDRcF+y/Sg9d6c/evYgpeTYsWMD0qt84qQtTBgXTXhMAh/mf4Cj0knKzjRK55WQOb53x6Zrz/KUEC3zkC89z3TrOTYihAkLJ3AgtpAJmyYRURdBxo5Mdubk0RbVFtDvQiAIIRgzZgxHjhzp13mUnrszHP0NAIQBGzpqRTP/FR/ziPgd/xX/Zi97cOAgyb34iIckkjrs83o//kbXSX2eUUchxICsKNkTw8nfGDLOMnDe1772tYC7bJubmwkNDR00h8KDJ3XXmWeeSUxMTMcQtg0bRznq3zGVNnA1E+qK5ceun3Gb62ckk8rV8ltIl5E6J9Q4T1QXwMujNCPdLuFrR8EOHaEXv09fwMPpC7m9agcTsbIuC36edELozS4nhzjIk/yROur6dc/p6elUVlYGXH/x4sW4XK5lQoihpKdTTVB69qasrIwxY8b07+quFq34wOFwUF9fT1JSEsePV+GSOreeK3t90AqVEcS3fYXYtq9gkNGMsi/C5TJRG4CebRJS7C1EO6yUm6IY31bPijLB/rYIbnXex1mchREjgv733JhMJiIjIzGbzUEfq/Tskz7r2UN1dTUJCQl9zk3bDdmihV7o4/lf9ie0CytZBeM4uPAAJZGH2cTGHuxzO7iaGGXs/CM42QQm6FHPLimwSagZU019Ri0TN02mbFYpTVFNvMDfqaW2Xx0W3owaNYqKiop+OS1Kzz4ZVv5GB0KPFJJ1Yj355HXMFymlBAcOoonuZD8TSUKHnpoe9OyNJ/RiwYIFLFy4kB07dgS12l5fGC7+xpD540lPT//6pZdeGnB/f1VVFampqYPZJFpaWigpKWH27NkdeS+jo6PZnredj13/5WVepJZanHip0NUE0oaUTmzCgAPB1MOCsP2CvHZ4ql4QgqHbEN9NsTDeqPVq/LASDtlOOMqe0IsKUySFGVN4sWknOaGSSHe4xjEH1Dh0VHOcZppYz1qsAfQS+iMsLAyn0xnw0IjBYGDWrFk6YHKfLzrCCFbPHqSUmM3moJZQ9YmzBFqeAtkKsnMqoV27dpGRkUHOvNlER8doenb+l5eFDz13oU0KriwXLCwRFFrhHYsgFD2rfeh5nFvPt1TCQW89p8/nofRFLG86yrWyjpmhgjBhwES/Rvi7kZaWRlVVVdDHKT13p6969sYzjD1gSBD6DF4T/8Je4yC0JYTqrONk7skCF6zhC2qp6WKfLeBqQroasAsTVglZXoMYM0I1B6In+3zXcUGTPYlrG28kqTSZ8mllZOzNROfQMYYs4ojr17wRbwwGA3FxcdTV9b0DROm5O8PJ3+jqMIcQwoVcRBha2G4Y4cyV83G4TDhxEEtcR90UUtFLA0ar1ovswaNnnWzuyCDTNUY5MjKSKVOmsHPnzkHtYR4u/saQcZallAvnzZsXcP3jx4+TktI9mH0A28POnTuZMWNGp56QrOwsKqMrqM+rx+Vy8TqvaE93UoJ04RB67AhKRAWtoh2H1Ib2PMwLhZYuwfaJeng8RYuh+7QFXm7s7iibBDydCn+clkqY0cDxYxW0uuCxOhh/CO6rFkx1agm+97GX/ko7JSWF6urq3iu6Oeuss6KEEIF/gSOcYPXsoaGhgdjY2P7FxbmaoPl30PxzqJmDy1lFu9QenqqqqnA6nWSOTgdhOKHn/C567nbOVpCanif70PNnfvT8WQv804eehV5P/PS5XHd8N5HSQcggWKLk5OSgNOyN0nNn+qpnDy6Xi6amph6XtQ4aXQRO4eQK69WM3zOBwwsPUjWlgtboVsbmjXfr+VUv+2zFiRW7CKFC5+iwz7707M8+f9YCf6qHb+xvomTHEebOXUzt2BrqR9dzxt5lXMnVhBKKYQCXMOjrQ583Ss+dGS7+RjeH2dYOLid69HyTK7nJdSu3u35Ofess6hw6JJ0zYqSRTkuLjvUb4SEj1GbCK2nwWAqE6O04RCggsDRW+5zMl5qaisFgoKKiYtDuHYaHvzEknGUhhN5gMMQHakhtNhsul6tfCdt7o7S0lOjo6E49fHbs/I9P2ZG9rcMgN7oaeY93sQk7VqwUUczT4kk+F5/jkAITspMxzjZpRnetV/zQU6na0F+DE26o6O5YTDTBrnFavFyEDsZOncGuoiIWH2jn/hptePudJm19+PFMwImT7Wz17fQESEpKSlAGeuHChaFpaWlqEgnB69mbgenBkND+rvbSWYRdH8d2sRWLzcK+wn3MnDkTgVXTs/SjZ2yag+GygKsWmh+G1lcIE65OD38ePXvHdz7t1rPZCd/xoedst56vTw1nbNYY9hTu6ef9+sZgMGAymTqtOhgoSs8n6I+ePdTV1fUpF71fpA2kE4PLzsHdB5k/eQHnhVyAHj3Hsyu76dkuHFhxUiwaeEb8NkDlKAABAABJREFUlb+L56injjAh+6Tn71Xs4I6EHFyhWXzf9WOuGnMVkW2RNNY0Dsz9eZGYmEhtbW2/zqH0fIIh62+EhZIQ1X2Rng6Hefs2XC6JXWixzMnO8WxrTmHKYcG5RwRvWUBIYydnOZFEDAa441EYtRyu+QmsEBCCxIaNVeId6ppb2ZG3h5y503xO5psxYwZFRUX9nmjaE8PB3xgSzjIwadq0aQFXrq+v7/8wdQ/Y7XZKS0u1VcCkzd2r5kIimc8C4ojvZJD3ufZSSglgJENkcp3zFq51fZ/tLdHYEMxz/40JIMkAbS5tAh/A0nC4NAqcAlYehZi2zo7Fd2IgfxxMMGnH1zngphojD0VNZmnV/o422yQ81wBnuy4EYAtbkP3oX46JiaGpqSng+nPnzkVKubDPFxxZBKVnb4JZ0cgn0gqtz4InZjLsh7Rj5zM+ZdWedzFk69GFCFy6cE3Pwree97JHm6gk26HuYpxhV9IceiM2CXN96PmILz2Xd9fzDTGQ56XnUWPG0Gxppaqufz1n/gjWCHtQeu5En/XsYeCHsZ1Qt5CK0rcQOBmdOooc5vMDbumm5/mOpbhcBpwyjASRyPnyq9zpeoAQ+1jaJdwZA5tGa/HK8SJwPRcao3iuQZAqkkgQicyYOZM9e/f0KWVhT+j1esLCwoKyx11Reu7E0PQ3Jk8Go67D3/AmOyuT6Khotu/ZzYeuDygVJYQKycxQQblbbqtboc2lY7FzBXc4HySFdHBG0NoOZRVa30drO4SFaHrGFU6oJZQvd3zJrHnuLC4+FvUxGo1MnjyZ/fv3d9s3UAwHf2NIOMtCiHlnnnlmwPkOzWYzsbGxg9YeT3ojvc6hOR6tf0EiAEkCidzCrcxkVodBnpU3hzTHBBqdeoQzks0tYSQf0GI7w3XarFPQYuHs8kSvsgH4Z7qW0/OhGqhsPGGIG0OjWJUBT6dpK/1ZJfzDDFmHYFUTbIlIZay1kRjHiae9PzcIkkghnHAaMVPGEVz4X7GtJ4QQhISEBPw06V6+Ml4IMXCJgYcpwerZg8PhQAjRzwlQLmj9c8c7W9Q9bGA9Ic0h6NsMfD7qM553T0Lyp+exeeP5t+tDmkULTmJoT9jE+23TuLxcEKLTMauLntd56fnldHBKeKgWKswn9Gxx6/mpLnqeVqxj8vTpFB8IPNdmMMTHx/dpkp/S8wn6qmdv6uvrSUzsvrpYn5AS7AU4rbs4cMjMjPQ7wLEfk8vWTc9TomZQllfNpIOSaocg1BWDwzqBc0p1TDksCNcJjG2w6lloMYO1PTg9P5gMOgTtLh2ERJA+Np0DB/uXG9kXycnJ/epdVno+wZD0N9JT0es7+xs2z0q8Tgfo9GRNHk959FHIF6Q5JmB26UjTw+3xWrWNrVoauBqn4IwSHaV2MAgd67Zr+w0GePlhECZ4qFbw3YNNROyIwZCj4/Poz3AII/jxF1JTU2lsbBy03uXh4G8MCWc5PT397AULFgQ8u6exsXHQxCulpLy83D0RxQUtT2ENu5qP+Q+f8SkOHOjQ8TVWcgVXkZKdxOSomby4MZ8LSiV6oePcSEGcXlvNrMwO49wTaEN1WmaAT5q193cmQLIBdlrhlYoThjg9JooD4+HCSK3ebissLoHbqqDZo2Uh+CQmi680nkgrdMQOm9vgfLkCgA2s61cao9jYWBobAx9WnDJlCkDfc0uNEILVs4fGxsb+xXRKCbZN4HTnFzZMR+jSKBD5JB9O5fh4bcZxJRX8haeok00gdUiXqUPPDdl1tEa3kpk3FqcjBKfOhBPBj6sE/2vxreePvfSc5NHzsRN6HhUTxYEJvvV8yAabdVHodDoaGgNfySlQoqOjsVgsfTpW6Vmjr3r24HRqE+wGbIEd2QTNv6e89izS4zdiEhuhdgY03YPOZUUnBV9jJT92/YzEsTm86Ijm6+V5XFrmQqBnrElQ6dDsc7ld62n7wwvQ3AoOLz3flQBJ+u56Tvej57urBYmjsqg+Xj3gvcuxsbF9eujzRulZY2j6G2M0b7aLv2HFikMPdpzUUosr29HJ39AJeCAZRhk0PR+1Q7oBCm3ayF17G3yyXrvWXTdAYjzkufW8uHgHz6XncG7EpXyVS5BCgi7SZzuFEGRlZfU7jWFPDHV/Y0g4yzqdLjuYZX1bW1sJCxucBVxqamqIj4/HoNeDPQ9EJDpdMvkij61s4Uke5wDacEQ2k7jQdQXvxGfzpS6ac4/k8bMqFxJtVRyA/zWDHs3ohgowSYjXw2gD/DpJM863HrZwR9UO/piWw/XpUawZA3F6LbTiJ1Uwpxh2+cjesj5qFIubKxBeM1V/XysY75qNDh3ttPdrVnawBnry5MkhwABOdx+eBKtnD/3uwZDN0PJox1tn9BPsZQ9Wh43I+kgsKScMkR490TKB848IPmoGu8vEJDmF27idsOxQZkXNZ8O2ffysSvaoZwNaT5w/PX87PYrVYyBWp/VC+9LzH+oEqWPGDooh1ul06HQ6HI7g4/eVnjX6qmcPFotlYCf2YUe2/5vSmgvISv7Evc0FrX/FJpxUCu2hMIRIQoVgb2o2pSHRnHckj7vd9vkZt54/aQa9HpLiIdQERj38PhreHwW/SgIHvu1zrK67fX6lEcJ0JlJGpwSVNzYQ+vPQ50HpWWPI+RuxsRiEBHu+X39DGnQkisRe/Y3PfNjntdshMx3uuxlkSGc9T4yLQgBhrrBec9sPRBrDnhjq/saQcJYdDkdKWlpaQHVtNhsmk2nQVtHpSJovm6D5UZzRf2Q3u7G6h0RaaOFNXudVXqaVVozCwU8TYPyEbI6ERGMszGNTs4uzwuErEdqqOU022JQGyTrQOeF2A+wZpQ14/PCQhevLd/DPjBzezI7ilwkggfeaYNwheN6M38hjq85ASUgME6wNhAo4KxwWh0G0Tsd9/JrruaFfn0V0dHRQT3pZWVnhQGBf5AgmGD170++eZREBYd+DsBvBMA2naRkbxQZiq2Ixp5nxTl98Luez3wprWuGb5XBxGVQ6/p+9M4+Pqywb9vXMPslksu9N23RJ9zVdaGmhICiLILIoiIoLoCIi4Poqoiiur35s4quCbAIKLiwKCEJb6N40aZruabqkbZp9zySznuf740zSSZplZjJp0/S5+ju/Zs45c5aZK3fu86wmDAEnN2ufJyF/Bi8EnIg9p/rcoekjCDiC0WOvF57J6e3zc0Gfv582tM8fdAIp6TQ3NvceUzRGJCYmRpVoKJ91ovW5m5aWltgly1oXuB6ltXM8cdZ6rOaQ79V+Cz7gSf7ICzyH39BKhsnPuokn47MlGJ9XxcGH4/Uh4jo9MD0fHPGAhKu/AqsM4PfA74/39vm+kPg8uY/PHRq82AqZuTkcPR7d7JED0V0q311KHw3KZ51Rl29kZYDZB67h5xugt7kPjc/7DsEffwQY4ct94vN30yRG4cEgNL1mchBMJhOJiYk0N8e+BhBGf74xKpJlIURcuD1Nu7q6RuwpD0KrXCR41hCwLGej2HDKfoc5zCP8P9aJtQSkxv3pcNeCAhrsTtZsK8GvaTydA9vcYA7Alg/0D3tDCdx2PwgBL1S1seRQMUWTF/H+zARmSRAB2O+CT1VB4yBx0WnQqwFnZaTwVHwLrdPh1Tz4n3QwCIEJU3Cqy+hnQrPb7RG1UcrNzTUnJydHXwQ1RojE51A6OzuJjz+1N3T4JzaA7VpwPgypWzBh5lI+wuSGqZgyTL0Gq58eWMIvG0++XtsJUw7ALxsFAYxkGAV3DuBznAFmWvT/i7vgSgcU2vWqvSWHitkW9HmuBWr88JFK3eeGQXx+tFkQ70ykoW14vf77Iy4uLqoRMZTPOtH63E1HR8fgU+ZGUlIlDICZ2raryUnZ2GuT1/EDNrIBieyJz+vFWkwGL/dnyFPi8zM5UOTWa79nTIY4K2zeAU6HHp+Ld7Sx+GAx7pm6z7OtUB0Y3OeHmwR2axJGgzHm7TsdDgcuV/8TDYWD8lln1OUbKSm6cEPkG7/jMfzShIB+842XU+FqP1i1k/F5SxlceSGsXAQv1/bON2ZaJUJ0UkaZnpzLjiGvN9o+IOEw2vONM54sCyGE2WwOO6Nzu92xG8LF64GQkiy/399TbQsGyGrAgJHpTGc84zHSu81dgAAttOCWgiI3LLTDw0sL0BxO/rCxBDsaX04CzQptQQ/XbIUnfgzVXW24dxeTMGcRf5yYgNELP/09LLwepptPPhV2k2GE6xLgd1lQMQXqCuDFXLguN4k4VwsWAUlGsMTwAdhoNEZU0pednU18fPzk2F3B2UekPofi9/uHP7uZEHq7M0M8BmFgKlNxtjq5OfFm7uOHfJHbuJprsAszb/bpfOxD78g066CeFPfn85eSoCkAX0kBg4TzbfDnVDja0oZndzHOOYv4w8QEDF7QPPCjetjQdeplhvp8YAr8PEMQn+iko2XogB0pNpstqsRF+Tw8n7sZMma7WsHXDoEa0FqDIxC1BCd46hN/hBXi76XFewPJE1+DlHUQ/z9gvQ5hHE+JKO7ZNUCAtazhtzxKneEQi+L8p/j8XI7+R3DFQjAYYG0R/PmXUHm8jbIdxRjjF/HVjAQMAn7aANMqBvf5q8n69O6Rtr8MB6vVOqzZ1JTPZyDfkAF9hKJ+fO7JNwSAGDLfWCUvZrcHZh6Eoq5T47OGxnOvQmMz/ChNj89rtuo+d7nayC0vJmnOIv44Wff59XaBV7PyjvgPBswghv5YYtF2fiBGe74xZLIshHhKCFEnhNgVsm6+EGKzEKJUCLFNCLEkuF4IIR4VQlQIIcqEEAtD3nOPEKJECPHJPqdISU1NDbtowe12Y7XGaKYvo0Gvmva8D4Fq2lqbSHTa8WsdBAxxICyYhIlVXMynuYXvcz9f4at8iEuZzGQsWFimXcJDjXBxJXymSv9A71tUQGaik/8UlfC1ZI02Da64UK+uu2gJaIE21hcXc/mSRXwiJYF1W2H6lfCrP8GeCijbD49nwmcS4c85UDUVKqfCn3LgS8kw2QJWA1iFht1poa0t9mN7hhJuG6WcnByEEHnh7CuEuEwIsT/oyneD62YJITYJIZ4dqaksR5vP/VxftG/tl0AgABLijPGYMTOBicxnAT4JjdOgJB9+mg6XxEN88NRHfLrPn67Sfz1+EPT5v0Ul3J2k0RSAORa9QHBzKbhdbRQFfb4hxOdfPAnfDRYoTjAP7POUoM/ZyQm0t0Y/PNZARJssK5+BYfoMYSYcHje4fgm1SVCbCU2XQ9vXwfUweN7Hp3WioeHGjdtgoLPLiz0uBawrIOGHkPQ0Rgzcwud7xWeAFpp5hqd4TbyEzdjFDxZN7YnPiwwaHZ1w+Uo9Pn/0QvC42ygqKubyDy9i/swEDkmYUQG/bKRn5PqJQZ+fz4HjfXw2CUFyUjKNzU100YUPL378+KUPtOhLm6P1uBvlM3C68w1/GdRmneJzaL6ByQti4HzjkqDP07Ql/KpB6PH56Mn43JNvlJXwtU9rVFZDCnp87vb59beKKVywiE9kJ7CuC6ZX6GOGe6WRGcxkP/sJIEDrv+ZCIvHhw+w003qO5hvhFGM9A/wWeC5k3a+AB6SUbwkhrgi+XgVcjt47cSqwFPg/YKkQwgEsBpYA/wBeCjlWWiQz43g8nuFVVYcS8OuPX02rAGipvZpEUzI+8Sj72IEdOxlk4sSJAQN+fGSQSQaZnMcyTBjxYWS6VXC1Q297mVuuz47zqTkF7CovZ2dxCfPnLcTvNGA0QEF+G2W7irl8/iKElsCN98KbH+jVgF/6JFy2AmZOhlkmuMGplxR3Sn2oLbtB7/F60As73LDULphmtWAQIjalkv1gNpvx+XxYLJYh901PTycQCAw5SLDQh3t5HLgUOA4UCSFeB+4FrgZuBD4M/GfAg0TPM4win7vx+XyxGy0ghPb2dpxOJ3S26T0+8GASThKFB/Ax3xbHbJuFr2q6X4e8eieR91x6x71xIT4f2VvO7tIS5s5biMEQ9HlCG9t36j4bZG+fBTDZDg0FepUgsrfPFiHxCx8NNJAsk3EmptK6O/bDbkVbIqd8BqL0OZRAIBBZbJIt4NusL92r0vbwtuEQB6kg3Z1BvNXBfrFPj8/CiSasaHjJIJNMsljGcowYaKaZCio4xEGOcJjf8Cvukj/gujkF7Cwvp2xnCYsXLqTLo/ucn61P+Xv5hxdhMCbwzgaYsxwSjPClBL3p2wp7/z53x+dDXqgxJ+FsOUYRf6Geetpo4zPcwlSZCERXUmmz2ejq6qdYO0yUz8CZyDf68Rm6840UaO3AnfgEjcKFHRtOEoP5hr8n31jCeSBM/CxDH/t7dT/xeVd5OTt3lrCkcCGd7t4+X3bpImz2BD57Qh96doYVrkyA1gBcabwWgwggtQAacbgCev8Tu0Gf3t0mJHWGo+ykjAZDPRmGrHMy3xjybqWUHwghJvZdDXSPU5gIdM+F+DHgOak/GmwWQiQJIbKBjpD39cVstVrDLk7z+/0Ms1ZwQNxeJ2nWHYBGMUUcRe+kIRAkkkga6aSTzkIW4dAy8EqBVejVbx916LPr1QTgAxf8tgm+NqWAYwfKKQ0mGP6Axr49xSyct4gd5QlsLIUffhVe+n/6U6AfsNnBLKDeD/vdepvQnR7Y54V9HmgNqaX4+zgosEpsNiter3fE5PX7/WHJa7FYkFKGcxFLgAop5SEAIcRf0d0xojui0as7WuwYbT53M1Jed3V16cFeAmjQege4/w7G8WCajifpeeoMLixGCzZSmGI1km+RfCbJSJwQ1AQEq13wWBPcMbWA+spydpaVMC/o855dxRQGfV5XDPfectLnAOA3QmLQ531eKAnx+Q/ZUGNbzQbW8SW+Qq5p3Ih08LNYLFEN5aV8BqL0eSTw4aeOOlydnaTEp7IVPfkIjc8ruRC7fyI1fguTzZAg0pku05ghluAQ4BEerAbB/zbCbVMLaDxUzrZtJcydvxC/X2PvnmKWLDkZnz/+IZhohaJ8cGtgEnqiXO+H/V49Pu/y6J1c93ugJajvUlscD3Z1cZCDMbt/i8UyrKYdymdg1OUbpeAuRSb+jvf4LxUcQCBwkhjMNtLJJocsskg2pJBvNfJli+Sz/cTnu4L5RtG2EubM0eNzqM/zp8MjWfB8rj52uEfqtSBGBPU+A/u85l7xuTvfKMqHRvtutgR/39JtWedkvhHt3d4NvC2E+DV6y4PlwfW5wLGQ/Y4DuVLKbUKIncA24H/7HCuiJnFSyhHrmRrQLBgMp/5RlUhagv8qOEASyTS5MvjoMX0YuOkW/UltnlV/6rveDiaHPm7nzJkF7Ny5j21b1+HqaOf8lRdjMiVw3jxYWajv45bwiAv2BoNuhVcflihc3B5PzMf17KarqyvsYbfMZjMNDQ3hVIv058lS4BHgDeAA8PsIL3U43M0Z8rkbKWWwrXxsCQQC/RxXQqBSX/CwkQ3sYTcAccSRJtJIM2awMvBRkGauS9AjikVAfn4Bhw+Xs3Fj0OcVF2My6z5fvFQvWdvQBeu7hva5v3XDmaVsMKI5rvIZiNLnkcQQEGimkw9VofF5GtOp6ZrINcG71OOzYIbVyBwrFNrjmGuFLyeD6ILJkwuQspyiLetwuXr7vLIQjlWDyQhPtcB/XRHEZyHo6oht+/tAIDCskmXlM3CW5ButtNAazDdCsWMnXWSQZkwniywmGCbwKWc2XVIQcJ/MN4q39c43ls0Du10fmevtLr1PSrT5hubWzsl8I9pk+SvAPVLKfwghPgH8CbhksDdIKX8O/LyfTaKzszNh7dq1YZ24q6uL6urq2DzVSKk/T/h+rR/bm0Zty0KM1cUkkUoc/ffgbqIZv/Y+v/aeXCcAg4ASA7Sa9Q59jnh9nd8fwOXSA+fOHdsQQuD1QWuH3mw6PgHSfLBMwrIILt9YA+sNkrbWNrZu3ToiT8Ctra1s3bo1rM9b0zR8Pl/UvSGklNvRJT7dnDGfu9E0ja6uLiJ931B4vV6klFQdO6Y3OQpcBtrJj1ju34MVG9PpPf1rF11sZz2NfkEASDToM+8hQdNCfC7bhpQCf0DvIOUSUOuHNDm0z/W14BdepjOLPezlABVomhbzz0DTNDo7OyM+rvIZiNLnUNrb2wf/7LUA+uNYIQR+3f/1mSqRAqYzC4PPgNFvJKH+1EnYGmiEPrEZ9PhsErDfAMeCnaHtwRwoND6X7dgGCAIatLRDlxuOZoLRD8u08ONzvEH3Z/rak79XhzhMFUZgb5hH6Y3X68Xtdkf9+6F8Bk53viG7wN+/0935hsnoRu7fQTwJp8ThAa+LLo5yjBNUk0IKbRokBJsGBQK98w0pBZoErxeM1vDjczd1teAX/p5rC7QGzsl8I9qM8xbg68Gf/wY8Gfy5CgjN9McF1w2G32q1tq9atSqsm969ezfp6elkZGREcr394+3SR6GvuVg/9rHPku4sJWHa+7wgXupphhGKBQtX8zEM7nnsbRcU2vUxDbNM+viGPql3lKoNQHIA8LWxbVsx559/Idu2bcbhSGDuvIUc1AwsMYHBCwEjXGTWq60Pe/UZo0qCT377PHDY1/8klH8fJ1mR4Ke0qJiZs+bEri13CFu3bmXWrFlhHdvr9ZKVlRVOvWM0nowkZ8znbrq6uigrK2Pp0tj+LTpx4gQdHR0U5GaBXULrH8D9t57t7szjrDfsIYCfTDLJIZd0Mognno6AwC8NOICWVj1xSEnQ28BdcMGFbNly0ucjmoEMs56AuIKBeyift+ZLmuxvs43dXCi/Qq4Yx9q1a1m1alVMPwO328327dtZtiySR1Hlc5CofA5lyO+0owXwgfaG3gGqH7xpe/iPuZx97MbR6CDpRArH55wan6/iarydS/h7s2CWhVPic0CCU8CO/ZCRAgn2NkpKilmx4kKKijbjdCYwe85COjBgMoLRCz5NrzEMoLdHLvNAsVt3ea9H7xDbNz4vtcODR9ZQvGprz7rPyFuYqiWCMbo24HV1ddTX1zNrVngJVV+Uz8Dpzjd826Hhiv6PHcw3MhLL6Mqs42+GN04pSbZg6Wn+mUEGOeSSRjoOHLg1iU8aiBOCar/AJkA2tbFn98l8IyEhgblzF4IwoAUrGF1Sj88avX0eKN8oypc02t9iW7D28byi81k+c/k5l29EmyyfAC4E1gIXQ883/DpwZ7BNyFKgVUpZPcSx/JEU6RsMhhFp1whgMnbiD+hfUjwO8sknDb26I5tcUkjBihUfPnwWyd2poqexy5ZO+HcHvN+pB+Unc8DiaWNPcTGz5xRij3NisdiwxTnZtq2EWXMX8lyHgd80wyIbfCgePuyAKVbINcO1CXrijdCrv0/4dJm3uWFPMEh3t7zy+UamsT3oT2/hNg/w+/0IIcKpQykCpgoh8tGlvRH4VPRXOWzOmM/dGAyGYU04MBBmsxmvN6SYzXolWC4G80IwTcEg4ljBSgQCv2ZBkwKj0JtSvNmhd1pdFQcPpkNtnZ4oz5pTiMV6qs8vugz8ohEW2fXRNS6N133O6eOzNehzqgmqmUwbrVixjtjMUJqmRdV5UvkMROnzSOI3+7F77MH4nEEWmb3ic4cVHs/S42Z3fN7cCW906OMq/ytTr9Ez0sa24mLmzCnEZHFis9mw2Z0UFwfjc3tIfPbqk5hMDTM+OwI+jDGOyYFAYFidgJXPwCjNNwByyCWZ5H7zDYEIzsarS9epGXixRfBsq94J7+VcsLW3sWunnm/EOYLx2e6kaFsJM2cv5GWfgZ/2E59zzfDxfuLznmASnWEENwmYMePDh/TJczLfGPKOhRB/Qe95miaEOA78ELgNeEQIYQLcwO3B3d8ErgAqgE4Iawq59ubm5rD/Sg53rMneCMAA1qvANB1n2mJaOrJIxcr1fAI/fowYeyb28OIlgJ7Q2IXggXr4V7veIF4D4gT8JAO+nCzpaG9nc3Exi2cX4vY5SRC65lOnFLBrdzn/fquEz1+xkJsTDdx8Ar5ao1+R06DPwndxPFzmgGkWPfnOMcFEi55QuzT9WHEGMGHC4/XFbji9Png8nrCP3draitFoHLJxqJTSL4S4E3gbvZH9U1LK3cO70vAYbT53Y7FYeie1McLpdFJeXg4ms14PZ7sBhB0pdJ/1iUo0OmjHG0jlsqN6h6Vun3+cro+pXN/URllZMfMXFGJ2OvEHL3XWjAK27yinfE8Jn124kE86DXy6+qTPCQZYboeL4vWRBKZZ9OCebQKLQTCZyeSRh0DD1dFCXFxczD+DaId/Uj4DUfrc5xoj+iN4EiMY88E0HQyJLGEJ57GMREciGzs2ch7n9RufrUYffs3K75oFz7b09vmBdAgIyExvY/cOPbHwSydOm94qLzmtAI+3d3wO9dlpgOVxcFGcHp+nW/X4nGWSTLSInvjc1NBCozOR7/A9GmmgmmqSSdbvKUqGO+av8hk4o/lGiM+mGTjTFtHSkU1OViFG4HxW9PgsJCA7ATdC2DkkDrKffRzhCHXU8llxKwnGCVyXIPhKCrTVt7GlqJilSwshyYn06zlCUqru8xv/KeFTVy7k+vze+UZofL7RCakmjYDwkmsxMcFi4sMO6JSSDBazjOV0yS62eLack/lGOKNh3DTApsJ+9pXAVyO8htqampqwW9DbbLbYdQISAgIdkPQciDiSzAGOnCjFKuxoaGgEEAhcuDjCYSo4wBGO0EQjd8jv0KElsMOjX/pVDr002W4IcKhjLwdLKli24GIqq5yYTFDbpLfprPXBtOkF7DxQzu+eLuELn1rI3zMNrPPBrdVwwg9vu/TlO3X6U94Su166d7kDFgRjpUWAWYgRn2Eoko5n1dXVCCHCqt6QUr6JHuxOK6PN525GqhOJ1aqPlBKwWPAJgREjnn58NmPhXuP9eKWeWHT7bBPwQV0bh0uL+XhhIR1OJ20B8Bj0X5/NXTB7egFbD5Xz+IYSvrBsIS/nGtjQqftcFeLzd0N8vjAOrnDAfJsBn7RhEhotrU3B2TNjS7RJhvIZiNLnULoTjkHjlMEAxvPA8SCYC8E0E4zZ+oQO+LGIOLKC4yZjCE5g4AtgMpt64vMBDlAZ9PkWcTsOw3jK+sRnq4AN9W0cKi3mo0sLsZmdJMRBsQc0CX9+Hb7+2QL2HNTj8xdvXsjLGQY2JJ/0+T8d+vKdOv33455U+HaqRj1VZItsLMYAnvYm0pOTiA/+y2M8frwgok+83G73sH4/lM/A6c43DOMg+a0Qn91AoFe+gYjDIjXQOvTyO60FvO+D5z/gXYc3fRub2UQ5J4fVPCD2cINzAp0arKtro7asmA8vLqQ1wYlNQnGRPvRbRSUsmasPk/iH50q4+/aF/H2cgXWdp+Ybi+2SJvMOSthGPvlMpYBskY1ZBDB2/3MbibfHvvlFN6M53xiZsvQIkFJ68/Lywq5/ttls1NfXx+bkZiugP8VoaGAL0OXuolk2c1gc5CAHqeQIbbSd8tYiw2q+mfoxXmmHJ7JhWZwkTvhoaG9md/EuZhfOxmFO4LYfwpa/6tV+69bBNj80aPDpqwv4ySPlvPyqnjCviDNwYAr8sA4eaoLuD8Qj9fEU13XCTxr0x6L5NlgZp08zPLm1BXtiIl68PYPwx4pIq8VPnDiB1+s9EtOLOMuI1OdQoi+BOxUNDS8eTJixxJvZ5iriqKNyQJ99eKkRx3gwIw+nQbAsTnft+4fbGF9ezNQFhcSnOPnIEdiaDz9rgJVCTx6K/PD56QW8W1zOQ+tLuHDRQs6PN1A+hM8PBn3+Thp8I1WjsvUIE9Pz8eBBIGLmc7TJsvJ5eD53Y7PZBk+WTWaQBrBeDrZ4ECGlr92ziskAHtmFUZjpoB1fopc3W9/kSNph2vvx+b/iDT6T+BUeaYKHM/X4bBPwi8p2HHt1n1OcTlYcgS35eg3hKgN86wvQ3gXXXqnH5//3+xIuXLmQ8xf277NbwiXxkkOGUl7lnxgw6JXoLeOYVDBJn0YYfXg7i7DqMxBGicfjGVbJsvL5DOQbhlSwXXbydcgseTarhrurE+k7gvCtBs9/wbsOtN75n7Xzr6yIu5RysZ9EkriGjzNOTsQrBT8+0kZeMD470pxcdgS2ToSc5Xq+MWcG7JFw/dUF7NhRzrqtJfhmLWR5vKB8iuBHQZ/HmfUa7YfFm3TRSSVHWMuaHp8nMpGpFGBuseBIcpyT+cYZT5YBfD6fL9wkYbizGPUgffilB2Gw0UQzFRzgkDiItAk2dK3DFzd4lXgJJVxouJp9kwVGwGwQtB37JLsP3MpFiy7GEZdGe6vgqlXQ6YFEh14Sd168PmXqjQXwvTsLOHa0nCe3llA+ZSG/yDLwQDp8KUWfDXBzP6MEBdDbERW74eEm+H5bC5/Pc/If3mIqU5nARMyY0dCwYAlWs0dHJFUiACdOnJBNTU0Hht5zbBOJz6F0ux1VUwTp06vthB0CxxDGSbwmXuUQB3EmJeFr8tHkaBjw7UaMNIlqLnPkYcSPVwq2NrgYX17MsYJCvpDu5IlmfRr2TgmlbliiwQVxMLkCbk6E7xcWcOeWct4pKuHfM3r7/Nkq2DSAzx9PkOw1bOZw0xHem/pfkklmQjA4x8Jnt9tNampqxO9TPutE63M3drsdl8s1cKmorZ+SKr8PfG6wWSFwCDxrMMbdxu/5HXXUkpSaTFxdPO1ppybKALXU4JFetk+yokk/nYZWjrY2sOTQCbbOKGRlupM/NuujVnRKmGnVO/+1Shh/DKoK4Dt3FHD3A+W8s7qEf69dyC++YeCB1N4+T+hJMvT5DDQ0TmhVJLUl81LCXxAI0khjAvkh8dkU9Nkakc8ul2tYzZSUzzqnNd8YZGI4YTBgsxnpqlpCnHXghFy0fYfcuM/xYS5jCUvxaiaO+w18sbyNa44Vc7ygkC8G43O8AVzos/PdLiFgh1UV+iyTCxYUcE9JOdftLcFTOBW70c796Wa+lCIoc0vqqKWLzl7n1tA4QRUnqGIjG8hpGYcpycghDvbON2QAK1Y9yYmS0Z5vjMiUlZFiMpkawn16i3oWI80DWqterecrgY5fYfSu5rg8zmM8zFu8wX720ZzZSHJ18qCHmshE7uIebEYfNgOYDdDW1khxxZcpnPokaQlJdGDgn8DXPw9WM8H53yHNqE/t+7kTYLBCIL+A9w1OLHtLWH5Ioy4AOUZ4bwI8l6OPEzogUrKks5bW9Dq2sZW/8AK/4Kc8xsP8m9fZQSkBGQDp1e89Qjo6OiLq8Xr06FGXz+c7k72mRwWR+ByK0+kc1qQDtN4OtSlQPwWvbMSIkS66aM5tIuX4wMlit8/zmI/Z4GOXoYQnXQ+h7Sli7sJCfpzvxCIkv2jUk2MTkG/RE92UoM8PNujjg35xXgGV1lN9fncAn2cExyhf71qHZtTwW/zUU882inp8fjToc5U8jhcvaJ393cbAH0trqz6LYYQon3Wi9bmbxMTE6Lz2ecFfCfUzoO0OpH8/c+QcAFqzWkisTep32olunx1GQHjZZSjhibY/sqOkmHGFuXx7QgJeCffV6z5bRYCrnG5MAuINEqsBPn8CTFb44o0FVFY7yXSU4PNptMvePn8v7dQkw1mXSFt6Gwj9d0L3OTQ+P8K/+RdllOKRHmR3fJYDF3hKKfF6vcNqK6p81jkt+UaYZGZmUt12y+A7WeaA7GQxS/BoZv7VbuDDe/RE+bXxhTyQ78RmkGSaJbck6fF5n1cf9SI5GJ8/Xw0BEzx23lRSk8y8WfoP/qj9Hr+xhYlmP5fES3yGduwM0lRKQmJtIsfTjvfy+ff8DhNm8LyuF9pEyWjPN0ZFsmwwGI4fP3483H0xGo1RDIrtg67noMYJDYXQcR+i+TPkkEMyKT17NY1r1BOLfoJwPPF8ghv5NLeQRBKWYBOOtrY2iovLKCxchDPvFTqlmS+egDtqYa8R4kJqztwSzrfDq+1Q5IXJFsifUsARq5NLKkuYXaHxUrt++k844dAU+Fxi/9PLnO9vJsvp4L+Wt3qtb6GFHZSymnfRCED9PPoffG5wWlpaImojd+jQITcnZ1c6Z4nE51CSkpJoaWmJ7qTSq8/KJ10AWF1PsEKuBMAb70FIsLh6/6Ht5bN0YJQm3uO/vNP2NtnFOZQVbmdxWjxm4adDejg8VXJvqsQc7CgVb9A7NxXlS36WAVYhWGiTp/h8yCcBPzf04/M9qZIacZTEo0k0ju//D1hr0GcTJr3qT4RfFS2ljLoZhvJZJ1qfu4nKa5MZrHYwZIJZH07R3P59lrAUAwakUdKR2kZiTVLPW0J9TiABDcnfeIl32t5mfPEEjhZWkpWYilfC3bXQJfUpf80GDaMAkHQF4/Mr7VDihwUz4ZJVBVx9iZN/lZUwuU98/lwSVBkO9SohzjicScOEgZOx7vj8Kq8g0RCtX9Tbp8qB2zN3dnYOu/Or8lnn9OQb4TFuXD7Hmy6g3xYIhnRIegmS30IIBxJJMzUs8LdxT00xv80u5MmpTkzCx3viLZYkVHKTU2I3wEGvHps7NH169lfb9ZFaNBmgcVo1Lmcn8SUOntB+j0QjQXiYwETu5ZsspLDfGo/45ni6ErrQzL0f6sYzHr+sg7avo89DHB2jPd8YFclyS0vLhh07doTdYCWqkgqDA2zXAKHNK9oQvh2cJ0+OvxqwBHA73DiaHD3rBILFLOFuvsF0ZvSqDtYT5WIKCwtxOlPxarCxU/DvDv3DLezzN9ph0IeJA/jCCb3W4scZcCRHTzC+VF3CrVUan6nS23fGCXgsC7blw6w+hQq3dRwiYUISLlz93vJSeR7CvxuMGUTT4iZSebdv364BeyI+0RgjUp+7SUpKir5k2RAP8ffSk4Z2/IgUUsgiG4C6SbVkHNLHdz3FZ82L8G1HuP9OYdtiphZP43DhQS50XojVGEATfl4zPscLhj+QapTYDJBo1Nsbxxs18s0CqyGAweDDYRQ8EOLzI00ljDcFWGd4D2Hw4DAGenxeaodPJcK7gTdJrE2iJad5wNvLIpsUkaonFINUbfbF7XZjt9uj6kCpfNaJ1uduutssRzw0oKbpU5zGf0N/7XkNAx6mMwOA2sm1ZB7MQsjePhukn1bZwmM8QmXbEfKLJ3O48CCXOC8hHgc+6eOJbMlLuZKFNjBjxoYNgSDBIHri8+dPgMkON18FJbkFvMrJ+PzZKn3WMyEFhRTyZe4gg0xsbXrJnNs5dGnkDGYiZCd0vQiWi8AwcDLc2to67M6vymed05JvhInFasORkEmTa1XIWgFxX4b0g2D7GF6DmRpRzWM8wvMdT3KkbBOXLC7kJ/lOsowBjAhmyJlsNazHZvRT7ddr/dxSzy8uDsk3NEys4mIMBQKv08vykpVo3n2I1s9g1txYpZHLubLH51DSD2fSMLHulHtYIVdi7XgU4u5kOLOgj/Z8Y1Qky+3t7ZvWrVs38F/KPkQtr0gCy6peq0zt32YhhZhCksnaKTVkVuhJRhbZ3MHX+AiXYcXaa7/eibJezesDbg0+68yxgr/Pr6RR6KNa3OCEv42TgMQofLyWB++k6QnG3TUlvNamMfugPiwdAubZ9I5VD2Xqk55k+zoZH+iiOG1jv7dqxEghizG1fQfivwUi8h6sHR0dOByOoXdEH/OwubnZK6WM7RyvZyGR+txNd5Vf1OMNi3iwXBp84cXoXc8yqc8M25rVgqPJQW7nuN4+SwPggaZL6aj+JruL1nFh4SoWOBcyh3lYgv8+zS3cxKfwid4lLEZhACF7DeFlE/BaHswumMrS9ATeLP0bG7QP+C2PUEsNFqOXeTZYOwG80gcHBY15DUjDwPe9TC7HiJF+q3wGobm5mcTExIjeA8rnUKL1OZT4+Hg6Ip3+2e4ATGD9KAi9GZHF9SwrQ2tMEgxcf+yTus/Sgkl6Mbn/TQJOxrXl9STKE535zGEeAsFTxof5o+EhFjmP4u9TEmYU+vCcoE/O8IsGvU/eJY7e8fnVNo0bjoNRSASCTLK4XX6Z+WULqZ9eG9btrZQrsXY+pXdsHKK2pLGxkeTkwZsHDoby+SSnLd8IkymTJ1JR90X9hWk+pO2AhP9FGhz4hGA963iCP+Br85JfPJmSwq3EJbv4qEMSL9yY0BgvM7lOXgdSsjdYQeGW+iRRHwn6fMQHP28Ab8DMzXyGa6ZeQ5pDsnPrs2hdr0DHz0F6sWIlkyy+xFe4nCv1vwCdFqydVjpSeuuTRx4O4sH1CMTdHlGtX19Ge74xKpJlYPvmzZvD7qGanJxMU1NT5GcR8XriGIp3LchWZjOnZ1VXYidCCC6t/Qi3cTvppPc0ueimv0S5PQC/a4Jjwfh7Qbw+xWpfxpslT2RrzLP7sBgCSKGRaoQns+GfKScDcpVPY8lheLhRL2W2C7g9GQ5NkfymfSd5BZMpF/tPPQEwi9kI2QH+nWC9JKLSONAb25tMprA79ezZswez2XxaxuI8C4jI526EECQkJNDW1n+npaEP4ADHt3teGtvuZjZzsGLFKqyMnz2e2aVzSZNpJ30WBhDxtFneofjgtyjMv5s08xo+LC/r6e1swIAVKwk4++0B3bfKziAg1QjfSoMN096j0dlIfslkWrVW/sjv2cRGAsKL1SDRXO0U1E4jdVLKKcftxoaN2czRk+UIg3F9fT3p6ekRvQeUz32IyudQMjMzqampifyNFhu42yHuVgBE+/fJIINxjOOjXM21M6+l4VADgc4u0Oqg8UPQ8kncJ+4mszgLCsHstHAt1wNQwjZaaaWRRvaKndj7eUCbbNELJAB+0wh+JGkG2Ss+/7CuhBdzAhRRxCY24MfP0YNHGZ8yni8nf5UZzBz0tjLIJJU0aL8f4r8NImHAfaWUNDQ0RNVJtRvlcy9OT74RJolJGQhzPrXeP0HaBjDNwmew4sLFMzzNWlZjbbP2PPhZnBYyDckkGIVeoygsCGHCisQgoThYqeGXeu3HpBCff90IHimwa3ZSNMH0xAtwxh2h5MhjaPHf04+HHvPNmClkEXfLbzBj52xOTKs6peB4uVyB2fMO2D4+rM/gbMg3RkWyLKVsb2lp8fj94bV3SUhIoKOjI/KZdYQBrBeBIbvXaqvr/3radwLMZg5Xz/0Yvj1+pJfgzDkn6S9Rlkik8HBniuSDiZKPOuCjDn3ikFMvw4vd6MeAERMmrFixG+CjCfApZ++EWUqNR5qgMSBxSz8Wgx9PzXEmx1lIzrKSRP+lDSvkSqyuJyDuS/TfIGpwamtrI5ris7i4WGtpaVkd8YnGIJH6HEpWVlZ0SQXofluW622XAfy7kFo1V8truIdvsjT1PJwJTo4e6T1NcFu7l+IdLgoLl+KMa8NgnIRxgDbu4fbetxvAYvCRShq1BdV0OjvJL5mMpmm8x3/5M8/QoXWwe8duFs5byHWGG/gcX+jX5/lyAVJI0CJ7iJBS0tTURErKwIn4QCifTzIcn7vJysqitja8EtdeWO3Q6YX4e9D/XHVi8B/gVvklFrAQu9nO7JmT2VH6PrJuGvg209Y1juI9BSwq+DvXJVzPF+StmDFjwMBCFvEVvsps5jCdGT21IaF0aXC9E36WITleIJFoGIy+nvi8N6uAj+U42brjXd6Qr/Ee7/Ji+585VnWMqdOmEk881zGwzwDL5XKM3k1gzAHL4kFHEWhvb8fhcAxr9j7l80lOW74RAXPnTGPPoQl4fSa8ws9BKniUhzjGUWxttp5E2eP0cBM36x3qQhFmEHF0YuKqBMm/8yRTLGAQEq8GVyXAd1MllVMlJiGRgFk4wPYpCiYn40y7kJLt+065RwsWmo83M9E6kesybujlcxxxFDANQ+s94PgOGCLvRN3N2ZBvjIpkGcBsNu/dt29fWPsKIUhLS6OhYeChsAYl7iu9X3c8SBKJzGYOt3I7H+PjJNmSKJhawK5du3rt2l+iDPo4tVsMa3nI8CBWexHP5vr5UHz/SaoVKxYswWrlk8Qb4A85MMl8MmH+Tm0JGycE8BmP87DhF5S793Og4gAL5swmiSTu5C5WcVGvY2WRTQop0PEgxN8FhsgnLampqSErKyvs/detW9fS0dGxOeITjVEi8TmUzMzM6JKKHgTEBcfpN07BorkoYCpxxGHGzIwZM6isrMTl0tu5n/R5Ec7keZBxCEwzeo0HGi0WLFzNNSST0ithRoNKKnnzwBtkpGeQmGDEgoUJTORO7uLCPj6fzwq9RDvCYNw9CkY0Q54pn3sTrc/dWK36dOYRz4ZmMIIzFTSz7nXKOozGiRiEAbM0gOYi3fJj4g3/orzqI3qifPAbFE7+DU7D/2Fxv0oidozBggkLFrLJ4WNcw0Qm9nvKOAF/yJZ8JcWDwdiOw6ghED3xeUO+pKugmYPOA+SXTMboNmIpsVE6r5ijxsqeMWi7fe4bn61YmcNcjG33BNt5Du5npLG4P5TPvTmt+UYY2OxpTJ46lbJdZbzFG7zI87hx90qU3U43q7iIdDJOyR26MRu8aLYdpCRswmRw0WGowyrguVzJ99IDJBv9xBl8GISmty9KegISH6WgYBZOp5OSkpJeCbPb7aaiooK5s+YygQm9fC6Ui5GBSj0uGycP6/7Phnxj1CTLTU1Nb61duzbsLqdRV+sJO8TfSe8Ob0aMgSNcJ28gl3H6eIFAbm4ufr+fEyf0RsgDJcoAJsxcwCq+yl00inr+bnyCgIi8B61NwOt5YAY+SC/gqmwnVTs38Ay/p0vr4uD2g0ybWYDZ6MUo9YkbVnABd3Mv+UwCgu07vevB+mGi6dgXCARwuVwkJAxcNdiXDz74wA+URHyyMUqkPndjNpsxGo3RD1ckbHptguNBSN8BpqlYxcmHJZPJxLx58ygqKqKhoaG3z8IGIlnvDBsjjBi5mU9jxNgrYZ5ybCq5jeOYWjCV7jBkRE+aV3IBX+de8sknn0nYhD3i4eJAn+Ep2iRD+dybaH0OJScnh6qqKEZ60iT4LOD8X7Ccd9JPYYSWT0DXn5g9/mkaO6azcd8DeqJsPw7m5WD9KCZxasc5K7ZBEg6wGMBuECSQgDn4D8AqJEZDB2+LN6gtqKYrvotZa+ZyoqCK5qRm/syzHJIH8Up3P/E5H4C5zEdqdeDfpzcvGWSiEikl1dXVZGZmDrhPOCife3Pa8o1w0VzkZNnx+X3UntALS/omyuMZz/msHHQyEDNmXuc13uINWmllO8UIgx+zEJiFF5P0YQZM0gfCBNgh+PtRUFDQK2HWNI3S0lJmzZql/10KxucVwfh8Pudj6XhAr/UR0U9QcrbkG6MmWXa5XK88//zzLeHun5aWRmNjY5SdoYxgu1r/0XIpZBzCaMjDKIy9AqgQgvnz53PgwAEqKysHTJThZLvORBL5EJfyRW4n0s5IoLdxnmiG32XDpnxJ5jQ7uxPLyC+ezOLSpUxOmUyu8RPQ9XTPMGEWLDhJ5GY+w418Sm/f2Xa3XjUySFu4gWhoaCAtLS3sEQQqKytxu93HVOeRk0Tqcyjjxo3j2LFjwzi7gPi79SAoTn1YSk5OJj8/n02bNjFnzpzePkfYtn0ojBhJIplL+QgAtQXV2LGTtiuDxYsWY8RzyigAFiwkksjNfJZPypv0RCXCkm4pJTU1NVElGcrnUxmOz910ex1xzLbFgcmkJ5WhPssAJD4Dxkm0u3Nwe5NxxlVS3bQcSSIkv6IXjkSBQGDtZ9IQsxDYhJVL+Qgmj4nE+iRaM1pJrUoDTR+BaBL5WFq/BIEjoHWGxOfPciM3sVJegKXjN2C/gaH+RjQ3N+NwOLBYok9GlM+ncnrzjSHQXND1HKb6PBZMq2DqgWmMrxzfK1G2YeNGbu632VAoEslyVrCKi0kggVzG4cMH0o9NSoSw6IltzwNnb7+7E+bi4mJKS0tJTk4+pXlEd3w2YwDrtWD/xLBqIs+WfGPUJMtSyiOVlZWd4c7DbjAYSElJiW4qSpEAjh9C8ut6QDVk9zRs74vFYmHmzJmUlZUxadKksCY36G5i0bdTYLjEG+HGRInVVMczht9TO7Wa1M5U7M1xTEu+HSwXgP3zYDiZCHdPD1zANCQ+sN0A5rlRzahTWVlJXl5e2Pu/+uqr3tbW1j9HfKIxTKQ+h5Kbm0tVVVX0gdngHNBn0GtIDh06xJw5c9i1a1dPk4yRwoKFxSxmspzC1CMF5HrGkT8xn507tqPRf4e9bp/t0oRBeiIOxvX19aSkpGAyRV6zonw+leH43I3VasXhcETXWcrSjyfCCIYU2iyrKT74Pyya8huWFTyI15/AlsPP0uWxDGtGsQEvBQt51eOZvXEuJ2Yco7LwEJ3OThaVLOFD2oewNF6ij+lfPxtkA0h/SHyejh0b4IP47w7ZtOjw4cNMnDhxWNerfD6V05pvDHgRwcloWj4JbXcAHmydn2XW5Goyy3JwTWrH7dRnD7yOG/p9eOuLUQoukiu4SK4gAQez5XRsGvpDpiG+38KTvkydOpXOzk6am5uZMmVKv/sIBGZhB9sVIIfXlvtsyTdGTbIMoGnaq2+//XbYGcKECROorKyM/ERCgDEfrB8JCjSwgG1tbezatYvzzjuPI0eO9DTJGGkcBkGawYnD72Bx8VImZ0wmL+UNth/8Alrc9wdMhkyYsIg4vWRRRt4hxO1243a7Ixrv8IUXXmjt6Oh4JeKTjXEi9bkbk8lESkrKMNsu909oU6KJEyf2NMk4fPjwyJSaBAm4NQqKpjOjaRbLzlvGjGkTcCamnNJGri/CYImqdHA4SYbyuX+i9TmUSZMmcfDgwVhdEm3tLoq3H6Jw8ZU4HRaE0Jgz3cDkKQvYvGU7lZWVMfXa6/VSXFxMbVUtH1p+CVq67u7EqROY6pzKrs2Ponk3AQISHwOR0itBMWHCKmyQ8AswThz0XG63G5fLFVUH1VCUz/1z2vKNfk/eoc8kXD8DPG/0rG7rGsfuvXUsXdDO5CMFjDuRRyGLyGfSkKXKAIIAgpODVggkIowEuRu/309xcTGZmZmMGzeO7du3D96xUVgHLZgZirMp3xhVyXJdXd1f/vKXv4Rd7JCUlITb7Y6ufachYch2NqGJRXp6OsuWLeP48eOUlJSM2Iw+obQ3tlO4fgkz02YyK/12pk224kw5j5LS/UP3zDU49fm0I+TIkSNMmDAh7P3b2to4duxYh5Ty6NB7n1tE6nMokyZN4tChQzG9nv7a3CcnJ7NixQo6OjrYtGkTnZ2Rtw0eDCklVVVVbNq0iQnj8yhcWIhJeMEQd0obuVjR0dGB3++Panxl5fPADMfnbpKTk/H7/TEZt7aXz4njIHUzWK8A50OkZ4xnxYoVtLS0sGHDBqqrq4eVNHs8Hvbt28eGDRvIzs5m0aJFxFvj+SQ3cZ5cxqVcyoyU23Haiig5eA9awhNg++TA7f8NjkEnIQHYv38/U6ZMiWpCnW6UzwNzWvONUKQXAkehcQVo1T2rQzunZhhvZtn848w5Po/ckjyEL0wHhCXYXMkKiODP4dXKNTY2sn79etLT05k+fTrTpk0bkfgcytmUb4yqZBko2rBhg9/r9Q69Z5D8/PyYJxXQf2JhsVhYvHgxGRkZrF+/fkRK/kB/utu5cycV+ytYsmgBk9P+pTe9cPyAgmn991qNBYFAgOrqasaNGxf2e9544w0tEAioUov+idjnbhISEjCbzTHrgT1o51STiTlz5jBt2jSKioooKysbdtOM7jbDGzdupK6ujvPPP5+crHEISa8kYSQS5n379lFQUBDVe5XPgxK1z6HMmDGDvXv3DusYp/gcbJJByhs9Y3GbzWbmzZvHggULaGhoYO3atezZs4eGhoYhCzuklLhcLqqqqigqKmLz5s3Y7XYuuOACcnJyAL2UOIdcLuFSvemFbwMFOa/gTFlIyd5ZaEQ/PXVHRwdtbW1kZ2cPvfMgKJ8H5czkG8KiD++Z+CTdZcC9RnGx61Nx2zpvY/HCKact39i/fz9LlizplbyOVIEGnH35xqhKlqWUmpTylddeey3sbyUnJ4f6+nrcbnfMrmOwxEIIwbhx41i2bBmVlZVs2bKFhoaGmFT1+f1+Dh06xLp163A4HCxbtowERwrEfxkcP+ip7hgpgQ8fPsy4ceMiGs/zoYceaqqvr/+/mF3EGCIan0PpTiqG69ZgPoeSmprKBRdcQHp6OqWlpWzcuJGjR4/S0dER1jX4/X6amprYt28fa9eupa6ujvnz57NgwYKTHZT6KSWLpc8tLS34fL6oJiIB5fNgDNfnbpKTkzEajVE/CA7oszD2/j9IfHw8c+bM4YILLiAxMZETJ06wefNm1q5dy7Zt29i5cye7d++mq6uLHTt2sHHjRtauXcuuXbvo6OigoKCACy+8kAkTJpwSG/X5LQMgO9GbXjxBwYyrw2piNBj79u1j+vTpwypVBuXzYJzRfMPgANv1kPgUbV15pyTKADgfxmSIY/y48act34iLO/UBT+UbOmIk2ylGgxCiYOnSpes3b94c9l+7qqoqGhsbmTt37rDPH25i0U1raysVFRV0dHQwbtw4srOzsdvt/Qa5tWvXsmrVql7rNE2jpaWFY8eO0dTURF5eHhMmTMBsHrrqpLy8nLa2NhYuXBjVWLKh+Hw+1q9fz8qVK8PuFHXo0CFWrFix48SJE/OHdfIxTDQ+h1JaWkpGRkZPaVakROpzKC6XixMnTtDc3IzL5cJisZCYmNgzvN3BgweZMGECnZ2dtLW1YTAYcDqdpKWlkZ2dHfEkCrHwedOmTcyYMSOiNnDdKJ+HZrg+d9PR0UFJSQkrVqyI6Lsejs99kVLS0dGB1+slEAhQVlbGwoULiY+Px2qNoAmb1ECrAs9qsF3X0/QiWp8bGxspLy9n2bJlkd5SL5TPQ3PG843WGoq3baAw/x6c9pARkKwfhaS/ntIeWOUbZ87nyLuKjzBSyvKcnJyqioqK9IF6YvYlJyeHgwcP4nK5iI+PvrF5NIE4MTGRwsJCvF4vx48fp6ysjK6uLmw2G0lJSTidzp7kwu/3U1tbS1dXFy0tLbS1taFpGomJieTm5jJ37tyIShIKCgooLy+npKRk2AJXVFSQn58f0egBjzzySHtDQ8PPoz7pOUA0Pocybdo0tmzZQmZmZsTJ53ATi/j4eKZOndrz2uPx0NbWhs/nIxAIIIQgMTGRrKysqCf/CGW4PtfW1mI2m6NKlEH5HA7D9bkbh8NBZmYmBw4cYNq0aWG9J5aJMpycXr6b7o61kR/IoHfks13bq41yND53V4kvXrw48uvog/J5aM54vlGyl8JF5+M0/xhavwBIfXSupOf77Tin8o0z6LOUctQtJpPpmttuu61FRkBtba0sKiqK5C29aG1tlatXr5atra1RH6MbTdNkZ2enrK6ulvv27ZO7du2SZWVl8s0335S7d++WBw8elI2NjdLn8w37XFJKuX//fllUVCQDgUBU7+/s7JRr1qyJ6P0dHR0yKyvrBGCWo8CZ0bxE43MoFRUVcteuXRG9J5Y+D8SaNWtG5LjR+Oz1euXq1atlV1dXVOdUPp8+n7sJBALy/fffD8vRc8XnnTt3ykOHDg37nMrnkfU55vlGoF1K19NSnjBK6dkkpeYJ+1gq3zg9y6hqs9yN3+//1+uvv+5qaWkJ+z0ZGRlIKaOaZWckSizsdjtZWVlMmzaNWbNmMWfOHOx2OzNnzmTSpElRjwHbH8NpUySlpKysjJkzZ0b0pPjMM894vV7vk1LKkR8W5CwnGp9DmTRpEi0tLWGPTxtrn0830fi8e/dupkyZgs3W/7jNQ6F8Dp/h+tyNwWBg/vz5lJaWEggEBtzvXPG5oaGBtra2YY+rDMrnSBgV+UZ3G+a0nWCaHdGMeCrfOD2MymRZShno6ur62YMPPhjRDC1z585l7969RNK79WwPxN1EK/CxY8ewWq2nzNIzGF1dXfz85z9vaWpq+n/RXOu5RrQ+dyOEYN68eZSVlQ2aVMC56XNdXR0ejyeiXtWhKJ8jY7g+h+J0OsnLy2PHjh1IeWr/mXPF587OTnbu3MmCBQuG3alP+RwZoybfMDjANHng4QZHEedivjEqk2WAtra2Pzz//PNN1dXVQ+8cxGq1UlBQwM6dO8M9x5gIxN1EKnBXVxcHDx5k1qxZEZ3noYce6urs7PytlLIlyks954jG51AcDgcTJ06ktLS036QieI5zzufOzk52797NvHnzok4ylM+RM1yfQ5k4cSJGo/GUIbnOFZ/9fj/btm1j3rx52O3RTc8divI5ckZNvhFBifKZ5lzLN0Ztsiyl9Le2tn7zu9/9bkSj1+fm5qJpGlVVVYPuN9YCcTfhCiylpLS0lFmzZoXVE7ablpYWHnvssZbm5uZfx+J6zxWi9TmUiRMnYjKZ+p0B7Vz0OTTJiLb5hfI5OmLhczdCCObMmUNNTU3PWLLnis9SSrZv387EiROHPVMfKJ+jReUb0XEu5RujNlkGcLvdf3/77berDxw4ENH75s+fT0VFBQO1QRqr4nYTjsC7d+8mJSUlouoQgJ/85CftLpfrx1LKYU5jdO4Rrc+hzJkzh9ra2l4D1J+LPkspKSkpGXaSoXyOnlj43I3BYGDRokXs27ePo0ePnhM+FxcXU1paisPhYPz48TE5tvI5elS+ER3nSr4xqpNlKaWsr6+/42tf+1pzJO8zm80UFhayffv2UwYPH+vidjOYwEePHqWrqyviWc6OHz/OCy+80NTe3v5kLK/1XCFan0PpTir27t1Lc3PzOelzIBBg9+7dxMfHDyvJUD4Pj1j4HIrVamXmzJns2LGDSZMmjWmfp06dSmdnJ01NTVHPNtkX5fPwUPlG9JwL+caoTpYBAoHAmu3btxe9+uqrg/ds6oPD4WDWrFls27atp1PUuSJuN/0J3NTUxJEjRyLuSCKl5Oabb25qamr6opTSP1LXPNaJ1udQrFYrS5YsoaSkhK1bt55TPickJPD+++/j8/mYOXNm1MdSPseGWPjcTVtbG7t27eK8887jyJEjIza975lG0zS2b99Oeno648aNY/v27cOeGU35HBtUvhE9Yz3fGPXJMkBdXd2n77jjjobGxsaI3peRkcG4cePYtm0bLS0t55S43YQK3NzczI4dO1i0aFHEw8j86U9/8u7fv/8tr9f73ghd6jlDtD6H4vfr8UMIMeQIGWMFKSV+vx+DwYDf7x+wo2M4KJ9jRyx8Dk0s0tPTOe+886ioqKCiomJY3/Now+PxsGnTJhITE5kxYwbTpk2LyVTCyufYofKN6BnL+cZZkSxLKetbWlru+sIXvhBxdd/EiRNxOBxs2LCBBQsWnFPidlNQUIDFYmHTpk0sWrSo3/nfB+P48ePcd9999bW1tV8eoUs8pxiOz3AysVi8eDHLli1jx44dY7YUrhtN09ixYweBQIALL7yQxMTEqBMM5XNsiZXPoYmF1Wpl2bJluFwutm/fPiYeCFtbW9m0aRNTp05l8uTJPSVtwxm3FpTPsUblG8NjrOYbZ0WyDNDZ2fny5s2bt77yyisRFcm3tbVRV1fHxIkT2b9//5gIupHSPaHF+PHj2b9/f0QBWUrJTTfd1FRfX/8ZKeWwx1VV6AzH59DEIi4ujmXLlo3JUrhuukvjEhISmDNnDkKIqBMM5fPIECufQzEYDMybN4/k5GQ2bNhAW1tbTK/5dCGl5NChQ5SWlrJo0aJ+Ozkpn0cXKt+InrGab5w1yTKcrB45fvx4WPuHBuJZs2aRmZnJ5s2b8Xg8I3ylo4fq6mpKS0tZvHgxs2fPjjggP/LII+4DBw68EQgE1ozwpZ5zDMfn0MQitBSuuwPcWKG1tZWNGzeeUhoH0SUYyueRI1Y+9yU/P79npr9I//ieaVwuFxs3bqSrq4sVK1bgcAw84YTyeXSh8o3IGdP5xpmaZzvaxWg0nj9z5sxGl8slB+OUudeD1NbWytWrV8uWloimgo8Ja9asOW3n0jRN7t+/X27cuFF6PL3nmQ93bvd33303kJ6evhOwylHw3Y/FZbg+9+Xw4cNyzZo1srGxcdD9YsFI+hwIBOT+/fvl+++/L9vb2wfdV/k8epZY+xxKIBCQ+/btk++//76sr68P+33hEkuffT6fLC8vj+p3Ufk8ehaVb4THuZBvnPELiGZJSkr68lVXXdWsaVq/H/pQgbi9vV2uXbtWHj9+vN/tI8Xpktfn88mioiK5c+fOAQUdSuCDBw/K7OzsKiBLjoLvfCwvw/W5Lx0dHXL9+vVy165d0u/3h/WeaBgpn1tbW+UHH3wg9+3bN2SA7Ub5PHqWWPvcl/b2drl161a5cePGmCYhsfA5EAjIw4cPy9WrV8sDBw5E/funfB49i8o3BudcyTfO+AVEu2RkZDz1wAMPdPT90MMNxF6vV27dulVu27btlCehkeJ0yFtfXy/XrFkjKysrh9x3IIHb2trk1KlTG4CFchR81+fCMlyf+6JpmqyoqJBr1qyRVVVVcqBAPxxi7bPH45G7du2S77//flRJkPJ59Cyx9rk/mpub5YYNG+SWLVtkQ0PDsB0fjs8+n08eOnRIrlmzRu7Zs0d6vd5hXYuUyufRtKh8o3/OpXzjjF9A1BcOpvT09K3/+Mc/fN0fejSB+Pjx43L16tWyuro67PdEy0jK6/P5ZFlZmdy4caMcqsoolL4C+3w+efHFFzc7nc5Py1HwPZ8rS6x87ktnZ6csLS2VH3zwQcyrrmPlc3eV9erVq+WRI0eGlfQon0fHMlI+90dTU5Pctm2bXLt2rTx48KB0u91RHSdSnzVNk01NTbK0tFSuXr1alpeXxzwRUj6PjkXlG705F/ONM34Bw7p4SE5PT9//1ltvBYYTiN1ut9y6dassKiqSHR2nPDzGjJGQV9M0WVVVJdesWSMPHz4cVaLRLbDX65Uf+9jHWtLS0n4sR8H3e64tsfK5P7qrrjds2CCrq6tjUtI8XJ89Ho/cv3//sKus+6J8Hh3LSPrcH263W1ZUVMh169bJdevWyfLyctna2hq26+H47Pf7ZU1NTU+CXFRUJGtqakak5qYb5fPoWFS+cW7nG0LKs3uoKSFEWkZGRtF3vvOdibfeeuuwxjWsr69n3759JCYmUlBQgM1mi+GVwtq1a1m1alXMjhfL6923bx/f+ta3vFu2bHmsrq7umzG7SEVExNLn/mhvb+fw4cM0NjaSm5tLXl4edrs9qmNF47OUksbGRiorK2lvb2fChAnk5eVFPGj9UCifRwcj7fNAeDweamtrqampweVyYbVaSUxMJCkpibi4OGw2G1arFYPh5IBQoT77/X7cbjdut5v29nZaWlp6hq5LTU0lKyuLlJSUXu8fSZTPowOVb5y7+cZZnywDCCEyMzIyNj/77LPjL7vssmFFLyklJ06c4MCBA6SnpzNp0qSok4m+xEJeKSX19fVUVFRgsViYMWMG8fHxwzqm3+/npptual2/fv2fa2pq7pJjQYqzmFj6PBB+v5+qqiqOHz9OIBAgIyODrKwsEhMTw56WNFyf/X4/9fX11NTU0NzcTHJyMhMmTCA5OTmiKVDDRfk8ujgdPg+F2+2mtbWVlpYWurq6cLvdeDweQtVob28nISEBAKPRiM1mw2az4XA4SEpKwul0YjQaT/u1K59HFyrfODfzjTGRLIP+xJeenr7h97///aRrr7122MVUmqZx4sQJDh8+jM1mY8KECaSnpw/rj/tw5PV6vRw7doxjx46RlJTEpEmTYlJK43a7uf7661u3bNnyeH19/feHfUBFTIi1z4Ph8/moq6ujpqaGtrY2bDYbSUlJPQmC3W7vtwStr89S6tNRu1yunsSktbUVKSXp6elkZWWNWILcjfJ5dHI6fY6WWJfExQLl8+hE5RvRcTb7PGaSZQAhRHJGRsZ/7rjjjtn3339/XKz+KLe0tFBZWUlTU1NPFVxqamrEpQyRyut2u6mpqaGmpgaPx8O4cePIy8vDYrFEeAf9U11dzWWXXdZ0/PjxBxsbGx+KyUEVMWOkfB4MKSVut5uWlpaeqme3291TAmexWDAajQghqK+vJzU1FZ/P1zMRitlsxm63k5SURGJiIomJiTFvYjEQyufRzZnwORJGW7KsfB7dqHwjMs52n8dUsgwghDBlZGT8cenSpR//61//mhTpvOSDoWkajY2N1NTU0NDQQHx8PCkpKT2JgdlsHvT9g8krpaSrq6snSWloaMBoNJKVlUVmZuagMz9Fw7Zt27jmmmvq6urqbvJ6vatjenBFzBhJnyNFSonX60XTNDRNY8uWLSxbtgyz2XzaEuKBUD6fHYwmn/sympJl5fPZgco3wmMs+DzmkuVukpOTv5KTk/Pg22+/nTJu3LiYH19KSUdHB83NzT3VzYFAALvd3tPWzWq1YrPZMBgMCCHYsWMHc+fOxefz9XQe8Xg8dHV14fV6iYuL6+mEkpKSErMnur688MILvnvuuedofX39h6WUh0bkJIqYMtI+R8NoSS6Uz2cfyueBUT6ffah8Y2DGis9jNlkGMJlM56enp//98ccfTzsd7eQ0TeuRsltMj8fTUxJ37NgxJkyYgMlk6hG8exkpUUPp6Ojga1/7Wuubb75ZUldX9zEpZfuIn1QRM063z0NxppML5fPZjfK5N8rnsxuVb/RmzPl8JsarA/KANcAeYDfw9eD6/wX2AWXAK0BScP1EoAsoDS6/DznWKmAb8KsBzpWWmZn51tVXX93U0NAgzySnc672vrz33ntaXl5eXWJi4pcJPiTJ3p+TDdgK7Ah+Jw8E198JVAASSJO9P/fWkO/k/pBtNwIlwN19zzMWF+Xz6Uf5rHyONcrnsbkon08/Y9HnMyVvNsGpDYEEoByYCXwYMAXX/xL4pTwp764BjvUSYAd+A0wf6JxxcXE3ZGdn1/zzn/+MzcwHUXAm5G1vb5ef//znWzIyMjYBeXLg70QAjuDPZmALcB6wIPj5H+lH3n8PcKxXASPw1+5jjuVF+Xz6UD4rn0cK5fPYXJTPp4+x7PMZGfNSSlktpSwJ/twO7AVypZTvSCn9wd02A+E0/jGgP4Vo6F9Av7hcrr9VV1fP/spXvvLuZZdd1nzgwIHh3cQoR9M0/vKXvwRmzpxZ/49//ON/6urqlkspjw20f9D1juBLc3CRUsrtUsojEZ6++3uQDPKdjBWUzyOP8vn0oXweeZTPpw/l88hzTvg8Ull4uAv6U8RRwNln/b+AT4fs4wK2A+8DK0P2+wh6EfxvIjjnRZmZmXs/+9nPtpw4cUKeLk7Xk97bb7+tTZ8+vT4zM/NZIFOG/7kY0as4Ogg+ZYdsO8KpT3qN6NUobwGzQrbdEvyuvhHuucfKonyOPcpn5fPpQPk89hflc+w5V3w+0+I6gGLg2j7rv4/ehqi7A6IVSA3+XAgc6yt7FOcWNpvt+oyMjMp77723vbm5OTwzhsFIy7t161a5ZMmShqysrDeASTL6zyYJvY3X7JB1feV1crIa5QrgQLTnGyuL8jm2KJ+Vz8pn5XOsFuVzbDnXfD6T4pqBt4F7+6z/HLAJiBvkvWuBRTG6DpPT6bwjMzPz+K233tpSXl4+iB7DYyTk9fv98pVXXgkUFhbWZ2dnrwfmydh8LvcD3wx53UvefvYfdPtYX5TPsUH5PDoW5XNsUD6PjkX5HBvOZZ/PlLgCeA54uM/6y9B7rKb3WZ8OGIM/TwKqgJQYX5PRZDJ9LDs7e/vSpUvrXnrppYDH4+nfmCiJpbzHjh2TP/jBD1y5ubl1WVlZzwBT5PDuP52TvYHtwDrgoyHbe8kJZHHySXwJetXWKb1ez4VF+Tx8lM+jZ1E+Dx/l8+hZlM/DR/l85pLlFeiNscs4ORTIFehDhhyjz5AtwHXow4uUorcXumqEr29qRkbG7zIzM2s+/vGP1//tb3/T2traBpUpHIYrb3l5ufzFL37hnjdvXl12dvYeu93+RSC+v3uIdAHmorf7KQN2ERyaBbgLOA74gRPAk8H1dwa/kx3onSOWx+I6zsZF+RwdyufRuSifo0P5PDoX5XN0KJ97L2N6UpLhIoQwAIvS09NvMhqN14wfPz7+5ptvTrrooovMM2bMiHiK30gHvW9paaG4uJjXXnut7V//+pfH5/MdbGxsfMbtdr8upayO7G4U5zrKZ8VYQvmsGEson0c3Z3zWpNGMlFJDHzh7K3CPEGLC7t27P56SknK5z+ebkZSUZFu6dKlx5cqVSfPnzzfk5uaSnp6O0WiM6DxdXV1UV1dz+PBhtmzZ4v7ggw/a9+zZI/1+f5PBYNhaVVX1d+A9KWXnCNym4hxB+awYSyifFWMJ5fPoRpUsDwMhRAIw3+FwnJecnLxC07RxgUAgzWg0Wmw2mzE7O1tLSkoymM1mTCaT6OjocFgslnaPxyNra2tpbGwUfr/fp2lap9lsrgkEAgeqq6tXSymLgXIpZeBM36Pi3EH5rBhLKJ8VYwnl85lFJcsjhBDCDGSizxhkQu+NqwE+9PY49UCzVF+A4ixA+awYSyifFWMJ5fPIo5JlhUKhUCgUCoViAM7IdNcKhUKhUCgUCsXZgEqWFQqFQqFQKBSKAVDJskKhUCgUCoVCMQAqWVYoFAqFQqFQKAZAJcsKhUKhUCgUCsUAqGRZoVAoFAqFQqEYAJUsKxQKhUKhUCgUA6CSZYVCoVAoFAqFYgBUsjwMhBB5Qog1Qog9QojdQoivB9e/JIQoDS5HhBClIe/5HyFEhRBivxDiIyHrbxRClAgh7j79d6JQKJ8VYwvls2IsoXw+s5jO9AWc5fiBb0gpS4LzthcLIf4rpfxk9w5CiN8ArcGfZwI3ArOAHOBdIURBcE72G4HFwAtCCIeUsuN034zinEf5rBhLKJ8VYwnl8xlElSwPAylltZSyJPhzO7AXyO3eLoQQwCeAvwRXfQz4q5TSI6U8DFQAS7p37z5syM8KxWlD+awYSyifFWMJ5fOZRSXLMUIIMRFYAGwJWb0SqJVSHgi+zgWOhWw/zknZ/wlsA7YFfxEUijOG8lkxllA+K8YSyufTj2qGEQOEEA7gH8DdUsq2kE03cfIpb1CklM8Cz47A5SkUEaF8VowllM+KsYTy+cygkuVhIoQwo4v7gpTynyHrTcC1QGHI7lVAXsjrccF1CsWoQPmsGEsonxVjCeXzmUM1wxgGwTZCfwL2Sin/X5/NlwD7pJTHQ9a9DtwohLAKIfKBqcDW03O1CsXgKJ8VYwnls2IsoXw+s6iS5eFxPvAZYGfIcC3fk1K+id7btFeViJRytxDiZWAPes/WrwZ7pioUowHls2IsoXxWjCWUz2cQIaU809egUCgUCoVCoVCMSlQzDIVCoVAoFAqFYgBUsqxQKBQKhUKhUAyASpYVCoVCoVAoFIoBUMmyQqFQKBQKhUIxACpZVigUCoVCoVAoBkAlywqFQqFQKBQKxQCoZFmhUCgUCoVCoRgAlSwrFAqFQqFQKBQDoJJlhUKhUCgUCoViAFSyrFAoFAqFQqFQDIBKlhUKhUKhUCgUigFQybJCoVAoFAqFQjEAKllWKBQKhUKhUCgGQCXLESCEuFMIsU0I4RFCPBOy/jwhxH+FEE1CiHohxN+EENmDHEcIIX4phGgMLr8UQoiQ7fOFEMVCiM7g//NH9s4U5yKD+DwzuL45uLwrhJg5yHGUz4ozzkA+99nnfiGEFEJcMshxrEKIp4QQbUKIGiHEvX22f0gIsS/o8xohxIQY34pCMVh8nhh0uCNk+cEgx1E+xwCVLEfGCeBB4Kk+65OBPwITgQlAO/D0IMe5HbgGmAfMBa4CvgQghLAArwHPB4/7LPBacL1CEUsG8vkEcD2QAqQBrwN/HeQ4ymfFaGAgnwEQQkwGbgCqhzjOj4Cp6LH8IuDbQojLgsdIA/4J/AD992Mb8FIMrl2h6MugPgNJUkpHcPnJIMf5EcrnYaOS5QiQUv5TSvkq0Nhn/VtSyr9JKduklJ3Ab4HzBznULcBvpJTHpZRVwG+AzwW3rQJMwMNSSo+U8lFAABfH9GYU5zyD+NwipTwipZTo7gWAKYMcSvmsOOMM5HMIjwPfAbxDHOoW4CdSymYp5V7gCU76fC2wOxjv3eiJyDwhxPRhXr5C0YswfA4X5XMMUMnyyHABsLv7hRDiU0KIspDts4AdIa93BNd1bysLJirdlIVsVyhOC0KIFsANPAb8LGS98llxViGEuAHwSCnf7Gfbd4UQ/w7+nAxkM7jPPduklC7gIMpnxemnUghxXAjxdLCEGFA+jxSmM30BYw0hxFzgfuBj3euklC8CL4bs5gBaQ163Ao5gO8++27q3J4zIBSsUAyClTBJCxKOXTFSGrFc+K84ahBAJ6A97l/a3XUr5i5CXjuD/fX1OCNle3+cQymfF6aQBWAyUAqnoNSYvAB8B5fNIoZLlGCKEmAK8BXxdSrlukF07AGfIayfQIaWUQoi+27q3t8f0YhWKMJBSuoQQvwfqhRAzpJR1/eymfFaMZn4E/FlKeSSMfTuC/zvRa1W6f24P2a58VpwxpJQd6G2LAWqFEHcC1UKIBCllXw+VzzFCNcOIEcEepO+itw368xC770bvDNXNPE4229gNzA0dTQC909RuFIozgwGIA3IH2K58VoxmPgTcFRwJoAbIA14WQnyn745Symb0DoCD+dyzLVjzMhnls+LM0d3E7ZR8TvkcO1SyHAFCCJMQwgYYAaMQwhZclwusBn4rpfx9GId6DrhXCJErhMgBvgE8E9y2Fr1D1V3BIV/uDK5fHct7USgG8flSIcQCIYRRCOEE/h/QDOwd4FDKZ8UZZyCf0ZPl2cD84HICfbSWxwc41HPAfUKI5GBHp9s46fMrwGwhxHXBc92P3iZ/38jcleJcZZD4vFQIMU0IYRBCpAKPAmullH2bu3WjfI4FUkq1hLmgV+fJPsuPgB8Gf+4IXULedzN6j9Pu1wL4FdAUXH4FiJDtC4BioAsoARac6XtXy9hbBvH5BmBf0ON64A1gbsj7lM9qGXXLQD73s98R4JKQ198D3gp5bUUfrqsNqAXu7fP+S4K/H13oD4MTz/S9q2XsLYPE55uAw4ALvdT4OSAr5H3K5xFYRPDDUigUCoVCoVAoFH1QzTAUCoVCoVAoFIoBUMmyQqFQKBQKhUIxACpZVigUCoVCoVAoBkAlywqFQqFQKBQKxQCoZFmhUCgUCoVCoRgAlSzHGCHE14UQu4QQu4UQdwfXpQgh/iuEOBD8Pzm43iCEeE4IsVEIoeZiV4w6lM+KsYTyWTGWUD6fPlSyHEOEELPRB/xegj4rzkeDU2B/F3hPSjkVeC/4GuDDwBbg4+gTOSgUowbls2IsoXxWjCWUz6cXlSzHlhnAFillp5TSD7wPXAt8DHg2uM+zwDXBn42AFlwECsXoQvmsGEsonxVjCeXzaUQly7FlF7BSCJEqhIgDrgDygEwpZXVwnxogM/jz28CFwOvoUworFKMJ5bNiLKF8VowllM+nEdOZvoCxhJRyrxDil8A76FNRlgKBPvtIIYQM/uwHbjzd16lQhIPyWTGWUD4rxhLK59OLKlmOMVLKP0kpC6WUFwDNQDlQK4TIBgj+X3cmr1GhCBfls2IsoXxWjCWUz6cPlSzHGCFERvD/8ejth15Er/a4JbjLLcBrZ+bqFIrIUD4rxhLKZ8VYQvl8+hBSyjN9DWMKIcQ6IBXwAfdKKd8TQqQCLwPjgUrgE1LKpjN4mQpFWCifFWMJ5bNiLKF8Pn2oZFmhUCgUCoVCoRgA1QxDoVAoFAqFQqEYAJUsKxQKhUKhUCgUA6CSZYVCoVAoFAqFYgBUsqxQKBQKhUKhUAyASpYVCoVCoVAoFIoBUMmyQqFQKBQKhUIxACpZVigUCoVCoVAoBkAlywqFQqFQKBQKxQCYzvQFjAWEEAnATCDHbDbnZmRkTLNYLPmapuUGAoEETdOMUkojIA0GQ0AI4TObzQ1SymMul6uivr6+AqhGn23ngJQycCbvR3Fuo3xWjCX6+pySkjLVYrFMlFLmBgKBBCmlKcRnP+AzmUwNUspjnZ2dB5uamg6hfFaMEpTPZwY1g1+ECCEcQKHD4ViWlJR0kd/vn5mVlZ60uHB6fN64TJGdnU12diY52RlkZ2eQmJiAyWTEaDSyccshFi/Mw+v1UV/fxIkTdVTX1FFdXUN1dTWHjtRRtrOis7W19ZgQYkt1dfV7UspiYK+UUjvT964YeyifFWOJ/nxOSkqyLliwQEyePNk+fvz4uJycHJGTk0N2djaJiYmYTCbd540bWbx4MV6vl/r6ek6cOEF1dTVVVVW+I0eOdO7du9ezd+9e/H5/s/JZcTpQPo8eVLIcBkKICfHx8dcmJiZ+Ji4ubtwFF1xgXLlyZXJhYaGYMWMGJqOEjh9Dx4ODHmftrl+zavY3B94hsxEMKbS0tLB9+3a2bNniWbt2bduOHTs0o9G4vqqq6hngPSllV0xvUHFOoXxWjCWG9NkUXgXq2rVrWbVq1ZD7KZ8VI4nyeXSikuUBEEJMTU9P/7LRaLx2/Pjx8TfffHPSNddcYx4/fnz/b3C/Bs3XDHrMQZML4YDMJhDmUzb5/X42bdrE3/72t7bXX3/d4/f7DzY2Nj7hdrv/KqXsjPDWFOcgkfv8KjR/fNBjDu1zIwjLKZsG8xn4EnArIIGdwOeBPwFzgH9LKb8XvJ/7gF1SylfDuH3FGCNin8Mg3OSiLyo+K4aL8vksQEp52hfgKaAO/Y9d97qfAGVAKfAOkBNcvwpoDa4vBe4Pec+NQAlwd4yuy2y1Wm/Kzs7esWTJkvoXX3xRa21tlWHhOyDlCQZd1rzz64G31xdKGWgJ61T79++X9913X0dubm5ddnb2C8DsEfqejMB29CQF4BngcMh3MT+43gA8B2wEZo3EtYzmRfncn8+LIvY5KyurQQjRARQGr/9l4C7gyeDr/wKJQDbwryg+D+XzuepzGKxZsyYmx1HxeXQtyufhoXwOXt/pOlGfD+UCYGEfeZ0hP98F/F6elPffAxzn1eAH/FfAMYzrSU5NTf1JVlZW9V133dV26NChwdzpF4/WKbsC1YMuq9f8d5DtDdIf6IjonH6/X7755ptyxYoV9dnZ2SUGg+FKgrUFsViAe4EX+8h7fT/7XQZ8FcgEnorV+c+WZSz6LDW3lCfipDxhG3BZ885vBt7e/AUpA5EF/srKSpmamiqXLl3akJWVtR3YCnwdeCEYINcCDuAJYGEUn4vy+Vz1OQxilVx0o+Lz6FiUz7Hh17/+tczLy5N2u91vtVqbhBDXBGNzGfAzefL+7gOukZF/LqPa5zMyGoaU8gMhxMQ+69pCXsajV8MOheh+e8jPYSOEsKekpHw7Nzf3q//zP/+T9PnPf94cFxcX6WGCBzPyjthMO+0D7mInnn8Y/tvvtoUUMo3pvVdqbSASQPR/a0ajkcsvv5zLL788rby8PO2BBx54/r333qsWQnxFSvl+dDeiI4QYB1wJ/BRd4sEwAlpwifh7ONsZiz570DBnDewyAPs/QMty9X8tCERYt3yS8ePH84Mf/IDvf//7qRaLJXX8+PE+j8fjqK2t3Y1eovNnYApgkFKWRHJs5XP4jEWfzwQqPo8OlM/Dp6qqit/+9rfs378fu91uvPzyy5Pr6upe3LNnj8ftdl8D3CeESATigKVSysE7vPThbPB5VA0dJ4T4KfBZ9GqQi0I2LRNC7ABOAN+UUu4Orv8nsA14Xko5xF/2XucxJSQk3JaVlXX/3XffnXjXXXfZ7Xb7sK49QIBmmjlIxYD7TGcW+9nX77bzWIYhdNhr6QXPf8CQDpbzAAHCNuCxCwoKeOGFF5L279+fdPfdd/8zOzv7QE1NzZeklDuivKWHgW8DCX3W/1QIcT/wHvBdKaUHeBt4Hv27uz3K8405zmafpRA8z7NUUAGawOwxY3abMXlNCE0gpCDXl8dDNb9BM2r4bD58Nh8Bsx8E3MLnmcyUiM7Z3NzMa6+9xuHDh0lKSuKGG24wn3/++TNWr16dWVpaeqCmpuZd4EHgS0KI7wPzgP9KKZ8I4/APo3weFmezz2caFZ9HH8rnyPD7/XR1dWE2mzEajXz2s5+1v/vuu3afz/fP9957z+T3+2cAXwR+GMXhH2aU+zyqJiWRUn5fSpmHXrR/Z3B1CTBBSjkPeAy9KqR7/2ellAuklL8J9xwWi+WSzMzMittvv/1Xe/fuzfrOd74TE3FNmEgnPer3p/V9r+yCzseh6WKonwGu3+olzVpb/wcIMm3aNN56662U119/femSJUvey87Ofl0IkRbJtQghPgrUSX0YmVD+B5gOLAZSgO8ASCn9UsobpZTLpJQ7IznXWOZs89nv99PY2MjBgwfZVbKLpPdTmLF2FtPXzWB82QTSjqbjaHIQ1xaHrcOGIWAgrjUOZ30iWQeymVQ0mRnvz2LG2lkc31DFrl27OH78OO3t7Uht6JGI3n33XfLz80lPT8dsNnPttddy+PDhHp+nTJmyzm63FwB5wGQp5SeA64UQgxbPKJ9jw9nm82hExefRg/I5fHJzc/nmN7/J+PHje4ao+/rXv87kyZOpqalJueOOO5yzZs16y2q1fhg4GsmxzxafR1XJcggvAG8CPwytLpFSvimE+J0QIk1K2RDJAYUQCZmZmX9YtmzZZS+88ELyuHHjYnrBZsxkkR3Vew0YcODovVLYwLtV/zlQCe3fgvbvg+16HvpTDk8+/W+EMDBnzlyefvppvvjFL7Jz504++tGP8rOf/YzFixdz1VVXpXZ0dFz55z//eVd8fPzXXC7X38K8pPOBq4UQVwA2wCmEeF5K+engdo8Q4mlgkHHDFCGMSp+llDQ3N1NdXU1DQwNCCBITE0lKSmLq5KkYEgSvGv454PuTTqRQPf3EKesNGLjG+3HaW9ppbW2luroaV0c7VquRrKwMsrImYO+n+nH8+PFs3ryZzs5O7HY77733HosWLQJg/vz5jBs3LuHHP/5x3F133fVmY2NjafBtRsACDNZLW/kcW0alz2cTixcvZsuWLamvvPLKFXfeeaeKz2cW5fMQ9FPrx/PPP8/DDz/cs89VV12VdPfddyfcc889hw0Gw04p5dNh1vqdFT6PmpJlIcTUkJcfA729ghAiSwi90a4QYgn6NTdGcmyLxfKhzMzMvT/96U+vW7t27YiJmx1lspxMCn78vVf6ywF3nz29VB1+kUcf/TXb3jKza+u3CQS8/PEPj2G32ykrK6OoqKgnQdmyZQu/+MUvDGVlZZmXXnrpH7Oysv4jhEgd6nqklP8jpRwnpZyI3gN4tZTy00KIbIDg93ENsCuqGz4HGK0+Sympra2lpKSENWvWUFlZSUpKCueffz4XXHAB8+bNY8KECSQmJpJtiN5ng8VARkYGU6dOZfHixaxakc7cnBvRXM9SUrKGDz5Yy759u3G5TrZ5Xrp0Kddffz0LFy5kzpw5aJrG7bfrtWyPP/44t9xyCzfddJNx7969KdnZ2StMJlM7sFtK2TLEPSufh8lo9fmMEaM5Gz7+8Y8bVXw+/YwVn/1+Py6Xi8bGRqqqqjh06BAVFRUcOHAAj8fDwYMHOXLkCDU1NbS0tOB2u7s7yUVEf7V+Gzdu7Nn+2muvUVhYyAUXXGC86qqrHFdfffUMk8n0s2Bb5EE5W3w+IyXLQoi/oPc6TRNCHEdv43KFEGIaeqPtSuDLwd2vB74ihPADXcCNMsxvWwhhy8zMfHLZsmWXv/jiiym5ubmxvpVeJJMS1fvSSUeG9i+QfvC8NeD+fj90dezELD5HZ7MJ2VVPV2cqmr8Vn8+H0Wjk/vvv54EHHgAgNTWVV199NemVV1750J133rnb4XDc3tHR8XoUl/qCECIdvVF9KSe/o3Oas8Fnt9vNkSNHqK6uJjU1lYkTJ5KcnIwYoPMoQMqwfA5JJoI+x1trmGz9JZPTfolPzqK26252lOp/hybmTyErK4sHHnigx9tQ7r777p6f09LSqKqqsrzyyiuGO++885MOh+M95XPsOBt8PqNIPwSOgTFLT5oN8cM6nIrPI8tY8bmrq4uWlpaexe12YzKZsNls2Gw2rFYrVqsVs9mMEAIhBBaLBb/fT3NzM263G4/Hg9utF8IlJCSQlJREUlJSz8x/AzFYrZ/P5+Phhx/mjTfe4MCBA9jtdl588cWkuXPnyvr6+mKHw3HbWPB5zE5KIoTITk9P/+/3v//9yXfddZdtsKQgVvjx87/8gi76n/Bm+tpZ7Fu1+5T1K7mAi7kEI0YAPNIF0ovV9Qfo+CHg7bX/I0/C938Bdht8+EJ44XG4+35Yuzmez9x8Ix/6yK089tj/8aennj3lXI2NjVx11VXNBw4ceLyhoeH+cAOB4swSrc8dHR3s378fl8vFxIkTyc3NxWg0hvXeWPmM1gotN+odVk/BhovPc7j+k9Q3+snLyyM/f3LY16h8Pjs5E/F5KMKdxMGrdWAIHMXU/l0wzYD4e0HYBx25KFyUz2cnI+GzlJKmpiZqamqor6/HarWSnJzc01TOZrMNWtgxmM+aptHe3t4r+bZYLGRmZpKVlUV/o3T88Ic/5KWXXsJkMrFgwQKefPJJrFYrDz/8MElJSXzuc59DSsmnPvUpdu3axRVXXMG3v/3tMePzmEyWhRCLsrKyXn/hhRcyL7744tPW1MRNF3/mOY4N0L59oOTik9zELGb3vPbj59+8znnyPFJIxejdgLHtHvCX0dwC190GL/0ekpxww+1w/Ufh09edPN5VX5jMH554k6ef/Rs7duzg0ksv5bbbbjt5fL+fr371q22vvPLKhvr6+uvluTwrz1lAND53dXWxf/9+Ojo6mDZtGmlpaYMG1v5w4+bPPDtsn5FeqE0HOXjnVL/hPA433svx2lQm5Y8jb/wUDIahb1f5fHZxpuIzWhfgGXDz2g+KWXVBYT9bDGBw9rzy42e7LGYe85GyGavrd+ArocX3JW796lPs2rUHIQw89dRTvPrqq7z11lvMnz+f5557DoDnn3+ehoaGXrUloSifzy5i6bOUkpaWFiorK2lubiY5OZmsrCzS0tLCnua6m0hn8Ovs7KSmpoaamhp8Ph+5ubnk5eVhtVojvIvejBWfR2sHv6hJTEz8TEFBwUNvvfVW6qRJk07beaWUeNxe0trS9eFVuofacpsxaAaEFNhcNqZsKiBgDuCzefHZfHhtPuxxcfid/p5fhlZaKaGYElFMJlkst5zP7LRtSK2Gd9+5nfy8/5AebNl27RWwcdvJZPm1d5wULrmBjk44ePAgL7/8Mh/5yEe4+eabe54WTSYTf/jDH5yLFi266L777isWQlwqpTx+2j4sRdhE6rPP56O8vJyGhgYKCgqYN29exElyNwJBOukDJssDkUlm7xWBo0MmygAmbTNTkz/BRGcOB+q/ywdHKplWMJmsrAkIw8Alzcrns4czFZ91AtD5NHgGqBEO3ATN/QwPm/QCcDJZbqWVf4nX+Q9vMVvMZaXjazhJ4K7PXMllK07w92duw2v6HNXVNZSUlFBWVsatt97Kzp07mTJlCk8//TT/+U9/tSw6yuezh1j5HAgEOH78OJWVlcTFxTFhwoRhxe5oiIuLY9KkSUyaNAmfz8fx48fZvHkzDoeDSZMmkZycHNVxx4rPYypZTk9P/8nixYu/+sorryQnJPQdri+2aJpGU1MT9fX1Pe2HbHYb8U4Hwi7oSuiiLb0Vn82HZtSQAqaun8aRBYcx+YyY3WbMbgsWt5nWxlY2tm5E0zQSEhJoS27FkmnBG++llhpeEf/gTf7NfMMCkqfdy6ZfHaHD8j3ifd/hvfXVLJqrX5PPBw8/NY433vwWByqO9fyiBQIBvF7vKVUrt912m23GjBnTPvGJT2wNCnxqMaHijBGpz7W1tezZs4dJkyYxc+bMYQdaM2Yy+ia+YZBIUs/PmgwQEPGYLR8B79vhndd4gplZd5GfksLequc5dqyWufMWYLMNPM44KJ9HO6czPvdL9wiD3rX9b9c+2v82w8m2+xoaBzkAgA8f2ylmuygmpTWV1Rv28eRzh/Fqx7G4vk+KqQWftwUZ6KCz04XZbObXv/41X/va1zCbzUNervJ5dBMLnzVN48iRI1RWVpKdnc2SJUuGjHOnA7PZTH5+PhMnTqSpqYkDBw7g9/uZMWNG1Enz2e7zmEiWhRAiLS3t1xdccMEXX3rppcRIqyvCxe/3U1tbS01NDW1tbaSkpJCRkcHEiRN72g8d4TDrGWByJgP4bT78Nh/uhGAje5zMZjZmzGiaRkN7A+83HWR82URMHjNtGa20ZDfTmeRii9gM58GU66cw9/wfYjclM3/eIm7/ogF4jcf/PIlbbrmLuPgU5s5NprOzkzlz5nDFFVeQlJTU7yWtWLFCrF69OvuSSy5ZLYT4iJSydEQ+PEXYROqzz+dj165d+Hw+li1bFrNga8BADpF1UkkIKYED8AofRw2tjE95FSE7sLqe7Lcdfn/YHbNYmHcBtfUdbNq0ialTp5KbmzvoQ4DyefRxuuLz0BdiAPPCyN5jyIGQzqpevBzi0Cm77Tm8B5kuWfaF82jd0cr5C1fw0COPcPmld7FgXhYfungliU4LW7Zs4gc/+EHYp1c+jz5i4bOUkqqqKioqKsjOzmblypURN7M4HQghSE1NJTU1ldbWVvbu3YvBYGDGjBlE84BwNvs8JtosZ2dnP7Z48eLb/vGPf1jDeWKPlNbWVg4fPkxzczPZ2dlkZWWRmJjY7x/tDtr5Fb/o9zj9tfGcxCQ+yaewow9U7sfPb/gVLlwY/AacdYkkVSdj67DRNK6RhvENaOYAAAkksFguYQnnYcSLRfMiDOlRdTLZvn0711xzTcfRo0dXnk0Cj0Ui8bm+vp5du3aFlUhGQ6x8duNmJrNYKVee0g6/f0yQfgCME0CIXg8E8+fPx2KxDHrdyufRw0jH54gI1EBd/0Mirt31a1bN7jOUq+VDkPx3MCQBveNzKCe2VfPUec/w+Q2fJXdpLm9//b9kObN46McPkUcewr+bL3/pV9zx1W9Ssn0777zzDnPnzuW+++4L67KVz6OH4frc0tJCWVkZycnJFBQUDLtN8EBE2mY5XBobG9m7dy9Op5OZM2dGleSfjT6PmnGWoyUjI+PnF1xwwWd+9atfWXfs2IEWxkxh4VJfX8+GDRvYt28fOTk5rFq1iunTp5OUlDRgUmInDlMEBfZpZPTavxNXTyDWTBotOc0cKTzEgWX7AZi2YTrjdo7H5DbTTjurxXv8SvyccnEUr8EZVaLc1tZGS0sLr732miM3N/dtIcSsiA+iiAnh+iyl5ODBg5SXl7Ns2TLGjRs3Iu3bYuVzgAA7KeN34nGeEH+kzJKIL60IT8YxiPvaqQeK/yYY0np8NpvNLFiwgLy8PDZu3Eh7+8CzzSqfRw8jGZ+jwpAGSX/pfzFNOnVdws+Ak8lMaHwOxTkuAec4J7lL9ZqYGddPY0/JHp4RT/GYeIR3d9YQwMK06dP529/+xssvv8zBgwc5cODAkJesfB49DMdnTdPYu3cvu3btYsGCBcyZM2fEEuWwkQHQXPpwiGGSmprK+eefT2JiIuvXr6ehIaL5Ws5an0dfuX8EpKam3rN8+fKvvPjii4lGo5Hy8nJKSkpYuHBhWL3oB6KlpYU9e/ZgtVqZN28eDodj6DcF8eEjhVTqqA1r/2yyepILieRwP1V8AAFLgLrJtdRNqiWpOpkpmwtoy2yhZkoNCeYEpjEdixi8tK0/2traKC4uZtGiRSQkJPDuu+9mXHzxxf8VQiw5Gxvhn82E63MgEKCsTC+RXbZs2bBcH4qR8Flvh/9P3uQN5hsWcL7zAezOn2N2v4Gh7R4QJnDc1+/4tdnZ2cTHx1NcXMz06dPJysrqtV35PHoYqfgcDVJK2tvbaWhp4HhrDp0tLrRA71pVX4ePN7cEmxFJMMUZyUiykJ3YSlKyAYvVMmB8dmQ5cOYl0LC/kbRpqRx+7wjpM9O6D8Wj9z/Gk398Ep/PRyCg1wwaDAY6OwcfGED5PHoYjs8tLS3s2LGD3Nxczj///NPacW9ApISuv4DrNxB/D9hvCHvccCEEEyZMICMjg9LSUk6cOBFWKfPZ7PNZ2wzDYrF8aMaMGS9v3bo1JfTprLy8nLa2tqgCcldXF7t378bn8zFz5kwSExMjvi43bl7jFXb3M9lMf9XWX+IOcoPtQj14+Devs4PSoU+kQdrRdNIPZzJpwiQK8wsxicieffqK28369evlddddt7+urm6hlLL/QXYVMSVcnz0eD0VFReTk5JCfnz/iQfd0+TyRfM6XK5jEZKRswyKcIAau4vR6vWzbto309HSmTJmCEEL5PIoYifgcCT6fj9raWpqbm2lpaSEQCOBwOIhPjGdXUhl7knYTCDZn66aXzxKsLitXt34cQ4uBlpYWPF4PrXGtVCedoD2tDVdKhz5dQpCa0lr+fesbBLwBkiYlc/XTV2JPtpP9ai7VpTX8+Ec/BuCb3/wmb7/9NnPnzuWFF14Y8B6Uz6OH4fh89OhRjhw5woIFC6Jq5xstQzbD0Nqh7Q7oel5/LRLBfgs4vqX/LOL1dv5DIKWksrKSo0ePsmjRon7HaIaz3+ezMlkWQkwaN27cpqKiooy+JUsQeUCWUnL8+HEqKiqYNWsWGRkZUV+bhsZa1rCW1ads6y+5+B/u62nf6cPHYzxMCy1hn2+afzpz9s+jvaWd+fPnEx8f3mxSA4nbzRNPPOG57777VtfV1V15Ng8kfjYQrs8zZ86kqKiIGTNmDMvRSAgQ4APWsuY0+byAQq7kSiwMXT2paRqlpaXYbDZyc3MpKSlRPo8CYh2fw0VKSUNDA0ePHqW9vZ3s7GxSU1NJTEzsGX1iOPHZK738vvN3+Fv8JNYmEdcWR3N2E43jG/HZ+++wOo3p3MAnsRBZrZ+Kz6OHaH2WUrJ79266urpYsGDBae/AN1Sy7JUeJB4sXS8jWr8FoXHachHEfwusqwABYuhO483NzZSWljJ37lxSU3vP2j4WfD7r2iwLIRIyMjL+++qrr/YrLkBBQQFOp5OSkpIh2xS53W62bt1KY2MjK1asGHYSEskIAlasvYKoD19EiYUZM9eYPs7cWXOZMWMGRUVFHDp0aMi534cSF+C2226zXnPNNeenpaWdOvewImaE67Pdbmft2rXMnDnztCXKAEaMp9XnD/PhsBJl0KuxFyxYgMvlYuPGjRQWFiqfzzCxjs/hEAgEOHLkCO+//z5VVVXk5+dz4YUX9kzGE9oJy4Chp+ZjKPr67Bd+GuLracltpnLhYfafvxefzUd+8SQmbZ1CfFPvggozZq7h4zFPlEH5fLqI1mefz8fmzZsxm80sWrRoVI504RcB/iZepdJ+Mb6sWvxp28Bysb7Ruwaar4C6KdDxG9CaQWvTm24MQHJyMueddx579uzhyJEjPevHis9nVbIshBAZGRmvP/TQQ3mFhf3NtHSScAJyU1MTmzZtIj8/n/nz54c19mU4ZBBeMpNOOj58Pa8rORLReS7mEszBQJySksLKlStxuVwUFRXh9/ffYD8ccbt5/PHHnVOnTr3T4XBcHdGFKcIiXJ/dbjf19fXk5ORQWVl52jtJpZ8Bn8Olvb2d9vZ20tPTOXbs2KAPisrnkSXW8XkoAoEA+/fv54MPPsDj8bB8+XLmz59PSkrKoM2TYuWzZtZonNBA+Yp91EytJuNgFgXrp5NQr7d7jsZnFZ9HD9H67Ha72bRpExMmTGDatGmjo31yP1RyhHL285T4E78Vj7LV1IUn5U08mXXg+AlgAu0EdNwHtRngXQ9DtJKw2+0sX76c+vr6nhL3seLzWZUsO53OL1955ZULPvWpT4WV1Q4WkI8ePcquXbtYunRpzEvqnDgRDP0LkkZ6z35evBygPOxzpJPOEpb2KrUwGo3MmTOH7OxsNm7ceErnkUjEBX3mnddffz05MTHxD0KI1CHfoIiIcHz2+/1s3bqVWbNmMX/+/JiWyIVLIolR+jx0T/9u+vN5KLp9Xrx4MYWFhXi9XioqKgbcX/k8ssQyPg9FU1MT69atw2QyccEFFzBt2rQhhxPsuc4RiM+dyS4OLz7IkQWHyTiUybTS6SzwLYzKZxWfRwfR+BwXF8fq1aspKCggJydnpC8xavr63Ewz/xFv8UvxM/5tWEut41a8We0Ekt8B0ywwTdGbZBj6b48citFopLCwkKamJjZs2DBmfD5rkmUhRF5SUtIDjz76aES97voG5O52RLW1tSxfvnzAxujDQUMjkaEvM5NMzOi/hxIZUUncx7keI/1PAZyXl8ecOXPYsmULTU1NQOSBuJu0tDQee+yxtMzMzD+H/SbFkITjs5SSkpIS8vPzSU9PB2JfhR0OAQK9ZuUbiFN9Phz2Oa4dxOf+6OuzEIJ58+ZRX19Pbe3AI3con0eGWMXnoQgEAuzevZu9e/eyePFiJk+ejNEYvjcwsvHZG+/h4JIDzEmdy5b1W6irqwvrmlR8Hl1E47PX66WhoYGsrCyOHz9+5odJHISBfPbjZwelPC4e40/iT+yypuFL244nbQuE2TwOoKOjg87OTlJSUqiurg77faPZ57MiWQ5Wh/ztmWeeSYtkGLduugNycXExpaWlACPajihAIKyqvmxyMIR8BfXUh3X8ecwnnfRe7+1Ld/uhsrIyKisrowrE3Vx77bWmpUuXnhcfH399xG9WnEK4Pu/fv5/4+Hjy8vJ6rT/dCbPuc/qQ+4X6LDjVZy2g8ccFf+KvH30ZgFdufo0/zH2CXd/bQ1rQ5wcffJBXX3110PMMlFgYDAYWLVrE3r17Bx2HWfkcW2IVn4fyubm5mXXr1mGz2Vi+fHnYnZn7MuLxWcxnWt50zjvvPA4fPkxpaSk+n2/A/aNNlLtRPseWaHwOBAJs3bqVgoICFi5ceEZqACNlKJ+rOcE/xN95S7wJwgoivIfS0Bq/xYsX09ra2qsN81CMVp/PimQ5KSnpK1ddddWMiy66KOrGP1OnTsXlctHc3Mz06dNHtB2RGTNppA25X1pIAnKcY2Ed24aNK7kKaxhPeXa7ndmzZ1NWVsakSZOGNWzNU089lZyUlPRbIcTQN6YYlHB8rqqqoqWlhZkzZ/a7/XQmzGbMYSXLoT4f68fnrY8UkTZDr12rLavDZDdxd9ldtBa14W51U11dzZYtW7jmmmsGPMdQiYXFYmHhwoUUFxfj9Q48pbbyOXbEIj4P5rOmaezevZs9e/awaNEiJk+ePKz4fbris91uZ8mSJaSkpLBhwwbq609NToabKHejfI4dkfospewZQ7m7E+CZqAGMhL4+D1SQ8cH31vNhPoIVa1QFGQaDgYULF3Ls2LGIJi8ZjT6P+mRZCJGZkJDwo0ceecQZ7TGklJSVlZGRkUFubi7bt28fVODAIH9kw8GEiRwGb69kxEg8esmID1/Y7ZUv44qwq6vb2trYuXMny5cv5/Dhwz1NMqIhNTWV3/72t2lZWVlPRX0QRVg+u1wuDhw4QGFh4aBJwekKyCZMZNP/FMHdDOVz2/E2DrxRwYJb5wNgMBvwd/m5VPsIfp8fo9HI/fffzwMPDNwZOtzEwul0Mm3aNEpLSwfs8Kd8jg2xiM/d9Oez3+9ny5YtWCwWli9fHtEEUQMRTXwuZ39Yx+4bn4UQjB8/nqVLl1JeXs7Ro0d7tsUqUQblc6yIxudDhw5hNBqZOHFir/WjNWHuz+f+CjK+VHYb7iI3Ha0dwyrIMBqNLFq0iJ07dw45CU83o9HnUZ8sZ2Zm/u+vfvWrlGir3ICe4dRmzJjBtGnTBhXY63LRduIEPo97OJdNJv0PM9NNCin40Ues0NA4Tu/Ja/p70ntq7jO89L2Xe9rRDfakFypuamoqS5cuZceOHWHL2h/XXHONMS8vb7kQYm7UBznHGcpnKWXPWJXhjM5yugJy5hDJcqjPAQIc6dMe7u27/8slv7oYYdCT//QZaWSkZ/DFhbdy9VVXU1FRgaZpLFy4sN/jR5pYZGdnYzabqaqqGnAf5fPwiUV8DqXvqAKbN29m3LhxTJ06Naa1gZHE5wABKqkc8pi5jGM2c3ricyh2u52lS5dy4sQJDh48GNNEuRvl8/CJ1Oe6ujpqamqYM2dOv36OxoS5r88DFWRkazlYfTZsRtuwCzLsdjvz589n27ZtA47U1ZfR5vOoTpaFEJOTk5Mv/8QnPhFZD44QumWeO3duj8wDCex1uSh78UXiJ2SDxYgk+rGxk0kZdHs6GUj0c5ukhU9pt/F5+RXGMx449UnPbDdTWlZKcVExra2tgz7p9Seu3W5n3rx5EcnaFyEEjz/+eGpWVtYfojrAOU44Ph8+fJjExERSUgb3J5TTEZCTSR50exrpPb8vFix04urZVv7vA8RnxJNdeDLhNmDgpYdfYnvpdr7xjW/wgx/8gJ/85Cf89Kc/5ROf+ARPPPFEz77RJhazZ8/mwIEDuN39P/gqn4dHLOJzf4SOKjBp0qRT2uzHgkjisxEjNQzeScmAgeu4vmeq9/4wmUwsWbKEuro6Nm7cGNNEGZTPwyVSn71eL7t372bRokWDTq5zWhJmzQXS3XtB9n6t6cO+mfr43F9BRnx6PI8v/D+uuuqqmBVkJCcnM378ePbs2RPWLY02n0d1spyVlfXYo48+mhrtLE8dHR097dz6HqOvwN2J8txbP8tmNvOseBo/A3fKGAojRuIYeKSNdNJ7xuDc2iWYf0jwRnMuN2q3c13l52h4o5HCWxcA+pNeYlci8ZpjyCrrwcRNSUkhPz+fkpKSIScuGYjFixczb968AiHEBVEd4BxmKJ9dLhdHjx5lxowZER97pAPyUD5nkNFTouYKCL6ifZMvafcyk9kc23Cc8tcP8OjEx/nnja9yePURPvj0ehJwYsDAa6+9RmFhIR0dHRw8eJCXX36Zv//973R2dg6rBM5sNjNz5kzKysoG9F35HD3Djc8D4fP5aGxsJCsrixMnTpwRn0Pjs1t6SCABv9vPn5Y8zR/mPcn/zfoja3/4AaDX+j0793l+9b3/7ekQOFCtX0dHB11dXSQmJoY9UkYkKJ+jJ1Kfd+7cybRp0wid/nogRjxhFiaonwO12ScX/46TP7v+n74PUE01WvBBsL+CDIAfPnw/xaXFfPMb34xpQcaECRNwuVxht18eTT6P2mRZCDF/woQJSy699NKo6t40TaOkpIQFCxYMKHO3wNu2bmVHSKL8rniHo1SygfV48UR1/V2a5NbAd/ha4Ec9SwbZPT8XBi7GiBGvBm92wAEvfK1GkLFf8LE7/ofvP/gEn+QL5JBL4YyFzE6fw7KFywZ90gtH3Ly8POx2O4cPhz+sV18effTRlMzMzP8To3W09VFIOD7v3LmTuXPnRjwUVjcjGZD9+Ej3p2NvtRPf5CChPgGD30BcczzWDivZMqfH5/9tFEyqEDzRmMKlgRv514Pv886xt/nmkXu49q/XMOXiyfzn+bexYsXn8/Hwww/z7W9/m66urp7an0AgQENDw7CrqjMzMzGZTNTU1Ay4j/I5coYbnwciEAhQVFTEpEmTRnRUAT++Xh34+pJDbo/P9b547tC+xR3mb/Pz1T/jSztu5fbSL3LwP4f4/+ydd3xb5dm/r+doS5a890gcJ44zndhOQnbYo2WV0lIKhULpYpRCS399u3dpoYxCaYG2lF323oWQkB07O3Ecz3hvWR7a5/z+OLIs2ZJXHOB9628++sQ5OkdHPrn01X2e537uu27TcUwmE0f3H2XPrj2jzvqFVglYsWIF7e3tYTnMU6VpnieuifLc3NyMoigTqqV8UgNmxQlSGij2kId/6GftfBA6fPjC1pNEGsh47Yo3OJ0zMGCY8oEMIQRLlizh4MGD457h/rTw/KkNltPT0++77777Jl2YuqKigrS0NGJjRy+TODMzk/6qKpSli9kmb+M98U7wuQ94n3Y68OOf8PkldDxu13JpvS74qPaI4M9OWQ2InAp8GJJG7PzgNeqsKXw+toRbWiQcvhiuUr7OXXffxd69e6NOWU8E3Pnz51NfX09/f/+o+0VTfn4+p59+eoYkSedN6gX+CzUWzx0dHWg0mgmlX0TSVBmyoih0dXVRVVVFaWkp2zZuZ8bWWayoWsWKhpUsb11JjDeGU46vZMXhVbRsbGXLli0cOHSQlsYGPC4nv2gXpB4VXNukQ3Gewi3yTzlHuSCsJNf999/PVVddhdlsZvHixQwMDLBo0SIWLlxIVVXVlExVz5s3j4qKiqijy9M8T1wn6s/RtHfvXjIzM8nMVFtSn6wAQ0IatcLLYBdWpwJXNwlyjwke7EzgPONV3Oz/OWd5zkHxKqAopDhTQVZHxKPN+kWqElBSUkJ9fX3EKhknommeJ66J8OzxeCgvL2fRokUTPs/J4llGjyvhRVypTcGHolsc/NltOBNQ6yjXhNS/P/13p3Jzw43cVHs9n3v6InJPm8mTjz+JhOakDWSYTCZyc3PHnY7xaeH5UxksCyHmZGZm5peUlEzq+J6eHtrb25k9e/ao+w2mXqy+/PPYbXaq91RDCL8KCk/xBD5l4lCbhXpxPxwYevTK6t+bBiAhMHhokmBnaAfJPVtg4ytw5kyO3nQZ+z58nyuvuDKYCxfpTu/pp5+eUKecwU5/o1ULGEs//elP41JTU385qYP/yzQWz4qicOTIkUmlX0TSqIYsD6gjDlHkdDopLy9n48aN1NbWotVqmT17NmvXriN7xelUzDyV8qz1HMlYh1MfQ3n2Bqpmn85pp57GsmXLSEtJoWdggFtaSvlZ41ZO6W3kVYfMqlrB0mpB4rJLeenl94I833zzzVx99dWD14mnnnqKLVu2cOGFF05ZTqfJZCI5OXnUUbxpnsevE/XnaGpqagLUqdpQnYwAQ4c+6iI/gQg24TEK1Z9b/fCrDkHqEZncxcs4N/WzXHbGFfx27Z/ITc5ledHyqLN+0QYytFotRUVFHDp0aNQ6zJPRNM/j10R5PnbsGHl5eeNKv4ikqeRZlmUcDgf1De3sOniYN7Zt5Y3N23hz0zZ6evt546NtvL5rK9VHj9PS0oLP5aNxWDGBUJkxM4s8tGhP6kBGTk4ODodj1Hr4ofo08HxyunKcoNLS0n704x//eFKjFrIss2/fPpYsWTJq0v3wHOWP8jeRWpFOblkeNUVVwduIc+QL6Fe0+ARYJnBrIQQUmyI/l6kFH2o/nHI3uEPj1e/+Tn0Aul0bWffMHTz1+OMAwTu9119/nWPHjiGEwOFwYLfbWbhw4YTATUhIIC4ujpqaGmbNmjX+XyyguXPnMmvWrBwhxAJFUQ5N+AX+izQWz83NzdhstqhlsbxOJygKugl0m8zPz6eiooKysjKKiorUz4I8AL4yFF8NXtMl6MXQ6/X19VFRUUFfXx8zZ85k7dq1I5r2tLvhWyHZDHd44XstgiwtXBkHZr2eztgUnolP4Zn4fNI8fZzlqOPzXRW8b8vhP/G5LDRIWKXos2kno0oAqHXWP/roI7KysiKmuUzzPH6diD9Hk9vt5ujRo6xevTri8xF5PgEJRNTycTZswZzOo55wf5Y1GhzP7gWHnb/dfDFXHmrl3rvvDbbFPv/88/nb3/7Gb37zG/bt28eaNWtYtGjRqFUCZs2axeHDhyksLDyh3ylU0zyPXxPh2el00tHREbX+/Xh1Ijz7/X6am5upr6/H7XZjtVrVReEZibxvew+/zg8CCj5YwNE1h4l3JrKsZxldXV2UV5czx11AX6KDjpwOnLEDDHZ+n70hj/s2/EVde6Io3HzTtSCpzA4OZEyVPwshKCgooLy8nGXLlo25/6eB50/dyLIQwqLVas/77Gc/O6n3Vl9fT1JSEjZb9DKJnv5+jr76aliOMkBrfjMDtgFyy/JAhi/IV5Lon8uSKsG/e2BgHDeBbrebtrY2KioqkA/s5E/HN3Jn4JHl6eXO4xv5cd0mDu3bS3VNLR+02NFGGbn+cizoUANvGDll3dPTw5IlS1i3bt2kVozPnTuXurq6SY9q/OhHP0pKT0//n0kd/F+isXhWFIWKigrmzp0b8XhFlmncsQO/bwBFcY06KjxcYSMYvj41UHa9jtf0BepFEx48KIpCZWUlpaWlZGdns3btWnJyciJ2t8zXRz5PgQE8CvgUeKtvaHuLPoZHkxbww+w16BU/DzVvRuq1Ey3z7GQFyqAu9svKyhq1k9Q0z2PrRP05mvbv38+8efPQ66NAxtSPMCfIWXzD/4PgI5k0vuH/AV/2X48vAs9hssWxYv2pvPnW22qg7HXz8vPPhc36Pfzwwzz22GPMnz9/VJ6zs7NxOp1TvuBvmuexNVGey8vLmTt37pSUMZwoz263myNHjrBp0yZ6e3tZtGgRGzZsoLi4mNmzZzMjaQZ+vT8Y/CJAkRTiLbGkZCRTML8A7SqJI+sP0pPaQ/qxDPI/mkdcUzwosI4NGDEiEMh4wP0GyEMfgKn256SkJPx+P93d3ePa/5Pm+VMXLJtMpi9dc801lskscvL7/VRXVzNnzpxR95O0WvK/eDHHOBaWowxDAfP60tNJ8M5hRY2g3gfXt0CrD+QIWQuyLNPQ0MDWrVvZuXMn7e3tWCwWFs2fz49y1nNrzgZuzdlAg97KrTkbODJ/FdnZOTj9Mq76au44/iHXte1nprsn+Jp5Orj/gg28+fprwW2hU9a9vb1cf/317Nu3j7vuumvC1wrUacDc3FwqKysndfxZZ52FJElnCiHGP+T5X6axeG5tbSUhIQGj0RjxeU9/P7v/+lcMVgui+4vqCmc52jf4SOXn52Ozmigr24x/4HW81p/zmHiUJ3iM9r42tmzZgtfrZc2aNSQnJ4/6JRCvUaelh2ueAQwC+mV4P0IavEvSsTc1nzNLiqg8dIAjR46M+HI4mYHyoHJzczl+/HjUL6ZpnsfWifhzNDU2NqLRaILdz0bTqAGG4pvQzaRJaPhVm40ftqiPRq/ED1tsfNhnQSh6+mT4ILQsfVc7OOwA5PqduLe+y+J5Bfi9LrxbXuHuO+/gtu9+B6fTidfrpbS0lJiYmDGn64UQFBYWTnk6xjTPY2siPPf29tLf309qauqUnX88AbOiKNTW1rJt2zYsFgvr169n3rx5I2YiTZgili5MIgUNWjy4qaYaJHCk9lC9rJLa4ipiOq0s+GgRhb2F6NHjwYMLH17tQhh4EOS+k+bP8+bN48iRI+Pa95Pm+VMXLMfFxd3y9a9/fVIXo6amhqysrDGbOWgNBgzCwByRz9mcG1xsNKj1s88gzprFX7fuodGrAuxS4Px6dcHHoGRZprKykg8//BCHw0FhYSFr165lwYIFZGZmIpljmGMYGV0UWrSkJyUwJ28Wv0ku4pacDZRaUrm8s5yfN26lwNnJPzMg2hjLVIKbk5NDa2tr1Fq0o0mj0XD11VebjUbjF0/oTfwf1lg8V1dXk5ubG/V4d08Pxd/4Onh2g/sV6CgBx00g9wRqaY4heYD83G5spkpKKy/iMeVR6qglti6eLaVbmbtgLvPmzRtXBY4BOfLo8hKDmntvkmCrc+TzAP/MgHirlTWrlqHV+Nm8eXNwgenHESiDenOYnJwctTLGNM9j60T8OZLcbjcVFRUsnJ83Pp6JEmAoPpC7x/0aXq+XhrZ2pOOVaCoPYjy2H+F2olQdxtd8HG+fAyMyW0OD5fZm+OqpcPFi+OIyzjzjTM757Dn0al3cs6eOq2YaMPd3MjMrk8bGRm644QaWL19OXFzcmO/HZDKRl5fHoUNTN8M8zfPYmgjPVVVV5OfnT2lzHBg9YB4YGGD79u309vayZs0acnJyoqZsePGSGKGNezrp6NChUwzBRjuD8pg9NCw6zuLFhewvO8DRY0dpkhu5W/yJTm0CXsPZONr+SWnprpPiz7GxsWi12nGNLn/SPH+qgmUhREZqamrS4Eroicjn81FfXz+h/Fs9epaxnG9xQ7DpwmDqxcVSPod0Nm5uKUMKpEkccsP3W6FPVhcRfvTRR8iyzNq1a5k/fz4Wsxlkh2rasgNQR92GqzCwrc6jLvqThaDMkspvM1bwcPIibuo5iqXqAMgjS6tMdWAhSRJz5szh2LFjkzr+K1/5iiUxMfG6E34j/wc1Fs99fX0IIaL+P3r6+9l6xx3MXFuE6P9DYKsCzn9C2yxwPhtYsBdlkeZgjrLrdWYu/DqVtkqkMg1pR9OJbY3l0Jr9HIjfj1sZXwkfQWSelwQGxY97VZ6H6/NWWGoCrQSypDAn4x0KF+Wzc+dOmpubP5ZAeVC5ubmjpmJM8xxdJ+LP0XTgwAHmzStAL/aNzXOIwgIMvwfkLuhcAb3fjzrz0tPTw4EDB9i4cSM7duygo7UFm9HAbksqm6xZ9Ek6DpqSyMLLsWPH+HDTJm47/hHn2muw+D0wdzE8v4dL3tvP/oMH+fnPfooPLw+KB5h381wuf+JdHC/eT1lpKS8//yyHDh3i9ttvH/e1yM7Oxu12T2l1jGmeo2siPLvdbux2O8nJ0SuonIgiBcz19fXs3LmTOXPmsGjRooipccMVqcJLWqD76oAs+KJ8LTf4/4fVrA0OEi5gIXmxs1i7di0en4dtW7YjD8j8XTxEvdPE7sOzKZl/GKvl5FRuy8vLo7q6elz7fpI8f6qCZbPZfOHll18+7p7soaqvryczM3PCNWr16Ekiieu5iWvkb5LonxtMvXghIZ9aQ3jA/GCXzMaD5ezdt58lS5aQn5+PVuNT6xx6PgD7F6A1FYQeiwQLIgQXeXo1nePdCFPWdqOVS9euJN4aw0cffURnZ2fwuZM1ApeRkUFnZ+ekpgDz8/PRarWzhRBRljP+92osnuvq6kas/A+VkCTMyckgvGr+WKiULuj5CnSdAf4qZHnYkK7iAblJzVEOpF6U5x9G49aSdDyZ6qJKEjSJlMgbaPdpcI0jBXQsnt+JEKPESPC3dPVvDx4G8OHXlRCn+yvzCnLZvXs3BQUFH0ugDDDYxjZa2cRpnqPrRPw5khwOB16vl7SUGOj7RRjP40k1UgOMGMrKdiJ3rAJ/DQw8gCy34lU8wf3a2tR0o/LycpKTk1m3di1rVi1lyaJFWDKyOWhO5qgpAZekZa8lhSVz8lhaVExV4Qb+mFaCTvHzy8atXNe2n2y/M4znZ3mGPvrYIbbzTu9b7J5/PiXH3sLq7AbvxGr0CyFYuHAhR48enfC1HO0aTfMcWRPhub6+nhkzZkz5qHKoQgPmY8eO0dTUxJo1a0hKShpXepEefbDkYagSSEBW4LEeQVqF4CetFuZ4zuYW+Rd8UbmC87kQPQZ8ko8980o5vqCGvB1zMDQb2Vm6k9ySuRgTTgumZEy1EhIS6Ovrw+0e+/PySfL8qQqW4+Pjr7rooosmXI9FURTq6uqYOXPmpM6rQYMePQlKJqUuQVcIl6EBs9nv4cdN23mmVzD/lNVYrTYVHtdL0D4Puk4H99sgxaLI3WgEFA9LRY0LTFf3yvCfCN/Xv0sBs0aQm5vL8uXLOXLkCHV1dSd1qloIQXZ29qQL5H/2s5/VA6dP6Zv6P6DReFYUhba2tqh5mn6fjyPPP8+KG78G/XcTVtMwVN5t4PwXLiHjwTNUE1zoQUpHtv6af4unqaOWlKpU/AYf7TntzN07n6t8N/CXLonFVYI+eewBvcnybAwEFmWU8hfxZxz6hdg9GzhyeBvLihdTXl4+6Zrfk1FOTg719fVRn5/mObIm68/RVFVVpZb3VHrA87660bsN2gvU4FnuV2/6oknxkZ+XgE37L8oqLkRWJOTYR3Bp0vAIL26Pm9LSUurq6igsLGTF8kLSUmORfBtBbhoXzz1aI6/Ez+Z72evZb07iztYddDcex624KaM02ODB6DDSW9rHQHEfhm/fDs/cDu31Ew6YLRYLBoOBrq6uCR03mqZ5jqzx8qwoCg0NDWRlZZ3095Sfn4/H46Gmpobi4mJ1NFkZAKVvTIOWkChSVvI1+Ua+Jt9IEil8Tb4RoejoleG9fnVW/EE75FUKzq2TiPUVoFX0QX+u5Bj9Cf00zW0gb/dsGuYd50nb48GUDNyvgzy+cm/j1WD8MZonh+qT4vlTEywLIcw6nW7WWIvzIqmrqwur1TrqSuqocvaBS/2itmkkTrNA+WxYGmKiLyTk06iz8EDtf3jfms1j8XO5pElS85eFCbT54D8O+rPwJe3Bm9JEr2TGh4/5wz6KBQY199MoYPNA+HOLDXBNHJiFHxQZs8nIypUrg4sHT+ZUdXZ2Ng0NDZOqu/zFL34xNiMj46qT8Lb+12osnnt6erDZbFHzz/xuNxWvv47eakM4H4q4z6Dclut5R7zDvdxFFZV4CAQYkgW/8HMBFzGjI5fYljhqi6rxzfWy2FrCKzv28aNWhW4ZPtcQno8fTZPh2SjJ9NDD27xJP/080vtPdu/3s3RJGmnWf7C0sIDdu3efnDawEZSamjpq5YFpnkfqRPw5klwuF729vSQlGKHvjmHP+qH/DuhYhg9piOdQKb5A6sUp5Kc9jM1cS+nxpxkwfI4Hxd94ofk5tmzZQnp6OsuK5xJj9kP/vdB1Pn7Fi0eTjU/xjptnRQiciRmcvW41ffYuduzYwX+c7wFqoJxbmkdNSRU7bTt4l7fxfOd+qD4wrpSS4crLy6OqqmrCx0XTNM8jNRGe7XY7Vqt1zLVQU6Gamhq0Wi0zZsxg7969yP4+sH8Vus8HoiwICZVs4u62NO5uS6PNp+V1expOWYNBwEfD/LlfhgSNQCukoD+DynPG0SyqSyrJLM9CGVD4h3gYrzYX2XgRiMglTk9E2dnZwTrrY+mT4vlTEywDZ1xwwQWRSwKMoePHj486nT2qJA0cPwSKDHI/ZgkytPDRTLg1Qc3T1Ms+Fri62GNOZll/K5Iis3kA7uqEfkUDmrm4U7twJbzMdm0vfxZ385x4Bh8+MnXhF3meQS0H1+GH9pARbAE8mqmatAcfiutZUBz09/cFaylO5WjDcOn1emJiYrDb7RM+duXKlciyvFYI8Wni6ZPWqDy3tLSMuvrfXlPD2h/+AFxvgTxKDqNuNUIkcIB9OHDwOI/yb56il148eNCjx+QzkXtwFklFiSRKSXxVvonXE/N5WRlKMQryPEa8OpznAr26EHU0nn34eJLH8OPH6DCSVprOgZK9KAmF+PWnE6d/ioz0xCmdfh5NOp0OjUaD0xn5y2ea54iatD9HUm1tLbm5uQhJC85HIu6jWG6mkfownofkBedjauoFMHveBZgT5vPynpfRHtOi1IJYBUkZSYAErlfwmL6AN+FNDhnSeFe8i0/4I/I8mj/H6HTML5zPkVmHmLU9D1tLbDBQdlnVxYWHxCEGGMC/4lzQT/ySJSQk4Ha7o/I5UU3zHFHj5rmlpYX09PST/X7o7u6msbGR4uJi5s6di81momzH35Gdz4FnMz5/A25ldCZMEtzTBXd1qdW7drnGjjeG+/Mgzz3pPRxfXEteaT5fVq5EKzRIwkDU2p8nIJ1Oh1arHRfznxTPn5oPT0ZGxiUXXnjhhIdNFUXBbreTmDiJGvk+H2x5HmbNVXPl+u/FqzhRhB+zBD9PgfdnwHc69rPJmsXd6SVhOcw/a4ejbvBiQSPFcK+4m3fEW9ix00ADWrS4FZgZckO60AAmMXLK+mtxark4n/BQKkrxGi/C0fYUpaW7WFZSzCmnnEJ9fX1YDvNUKz09PWqlgNGk1WopLCyUgIKpf1f/OzUWz21tbaSkjMwvA3D39rL1zjtJWZiH6B8+6hYun+2P7KUML0P55seo4C7uYD/76PXLHD5UTl5uHqebzuBq/3d4zC7xwzYxIic/yPMoAfNwnhcZVcMdjefXeJVOOsOMuNvazYPirwzol+K3fIvZeXPo7Oyc1M3aZJSWlhaV9WmeR2qy/hxJiqLQ3NxMeloKOJ9T0zAiyGO+jI/ER0Get7MNL1411UiYwPwNSPgAOe5pXKbP827+2/g9flJq0qhcdowPDR/QSSd+yYRs+jLbpBruELfznHiWUnZH9OdFxtH92S+8vMarNKY0qFPVu2bTOK8hGCjPIZ+buBmrsKLRTf7eYiLT0mNpmueRmgjPbW1tJ21h36D8fj/796vroDQaDSgD5Cf/EpthE2VVN+ON20ivJokuYR9KtYugaPHG8JKeX4uDWTrw4eVd3h7hz4M8ZyRksjBpIa5KN3qmLAMrokbz5FB9Ujx/aoJlRVFWFBcXT/i47u5u4uLiJpd473OD2wlKm7o4b+AhQEsTTbhxEyNBnqOFC81+SM8BwnOYFUXmonq1rBzA2Zw99NL46KQDn6JO7Q2q2Aj9wxb3JWngzlQwaLxUUsGbvM5TvU+w+8hciucfwxqjoJEERUVFHDhwAJ9vfNULJqqUlJRJF8Zfv369VQgx8f/A/6MajWen04lWqx11Wi9n7VqQ28C7dZSzxKDoitkmto14xocPqxzP5sZOmnv7ScjMQY8BgxB8KVZwhrrObVSeI2niPB9jL2UjjFiDhg2chkEY0AgTQmOgsLCQffv2fSzpGGMZ8zTP4ZqsP0dSR0cH8fHx6sLo/ig14k1X4ENDBepsgw8f7/EOf+E+mmjErXhAigH9SoTxUt4T7yHqBLJWpn1GG7l7ZxEjx2CSk9RcZiETK+JwBqayrVjxKB78w3guMqrpSHox9OU4yLNGgKRoyZcXhE9VH8nC4DTyGc7ni3wJI0Y0nFgd6oyMDJqamiaVFhdJ0zyHa7w8DwwMoNfrT24KhjxAefkBsrKy1NrJcj/0PwCuZ8jPeAFr0tnsOqTjQeWvPMljI8q/hSqSP/cp8M4wf74jwLPdr2WVfDZxjoQR/jzI84K5C2hpahl3a+rJarzBMnwyPH8qgmUhhEar1SbExsZO+NixprNHVXM1rDoLAmW55Ni7qeAoD/FXXuElHB4Hx8oPU1K4mJdyBH9KVac0QgOMRq/MV5vALWuZxwKyyQm+/DGOYRRKWLmtfL0K6aaQ/KE/p4FOKLhw8SIvYHQY0ZcaqS+pxZhyDYr7bQDMZjMzZswYdxHviUqr1aLX6xkYGBh752FasWKFMT09fXoRCWPz3NnZGXWkwud2U/bQQyy+/MKQcnGRpVh/RwvNdNIx4jkJiQxlFnXlh/iKdQlfbxF0+9VlggkaeCmbqDxf3RQhHUMeAMWHScgRed48nGfAq/h4kedHBMqJJHI9N7KUIvQh1cStVivp6enU1NSM+ntPhSwWC263O2owMs3zkE7EnyOpvr6enJwcNYXCtyfiPp6Yn7KdrSiE//900sE/+Ts+RUePH5yKASEk1vatY3ZtPnXFNbTObUa2+VlVeirP2iUuaxC4ZS3zWcCpnM635O/zTflWWr0mjCK8HOJcvVp8ZnkvdM2AVzIJ1ry3+6GwWmC2Z7C0dFlwqtqxoIe1+9azRFkaxvOJSKfTYbPZxt3dbCxN8zykifDc2to6pU1IIqm7qwJ7+05mzYwH2QWSBczfBOuf8CdsIqWghEO2g6SUpaGVtbhlLf2RuqOhjiIP92dtBH82oPKcXyl4s9nF4tKlNJc0RfTnAUViUWEhe/funbKbt0gym814PJ5xDQZ+Ejx/KoJlYO6CBQsmdWB7e/vkpkgGemHXG2BNAteTgITXcCZbxUcAHGA/Lxx8Hm2+FskgMEkyX4+HPbPU6YvQAONFh8xzDvDJOj7H55GQ0KIlllgQfooCs3ECSNaCRob5AU9dY4YLApNBsmzC5hjKgauyVgVTMkBB9riYmZVJb0/PSUvHSE1NnVQqRlFREYqirDgJb+l/o0bl2W63E9WoFQVFltHojeB8YtSTuC1X8FGA1+HawGkcaWxlrz6eDp2Jpx0w8xg8FmjbbhJE5fklh8yzjkB7d7kX/K1qdYL+P2PAw20WqMiAhTqw+VQT8Qc8dI0ZLrSCLMAnG1ntWBcWKC+liG9xAwkkoneNNMWxuuxNpSwWS9QqHNM8h2nS/hxJPT09xMdqoD9KDWJpBpJmJrvFrohPn8YZHHVDToDnfr/Cob2HWL54Od/UXE8OM7hk9tXU6OMo37MnyLNf1nEqp/GXjlhyjgm+3SJwKkMVMQb92emCvLPgrGshvgrWSuAXcFED9DgcvLmzlLlLVnGB5VKWUsRXU67FZrLRWt86ZdcIVC+eqprL0zyHadw8d3V1TS7Fc7ySeyk/vJNF2b9GOG7BJzR48SBLapqRxrCW58Sz1OfXIWywvHQtf+uE5xxC9edhMkiMiDecsloDH4bijUGerU4HbftLacsv4auWm1jBKUF/9sl6On1wVRM87o/DGhtHc3PzybsWQFxcHD09kdOyQvVJ8PypCJaFEMXr1q2bcP1On8+HEGJcxbpHSoHCteoiEWUALLfRRz/1qHlihj4DGqeW9zLf5mEeooMOdJKbuQbYlweX28IDjG39MsIrsMo2vil/h1vlnyO7FiGhCTYhMQrwKtDUAk8lQFMWPJ+l1qj9ZYfgycYB5pUupqOkHcWqcBmXU0wJWqHDK2T6dV44fohF8wtO2mKohISESeWNxsXFodVqE4QQU9cH93+phBDF69evj4v2vN1uj97VSwiKv/UttfRb4maI+Q3ozxy5AtnweWR0HKU84sss8K9kb2UNr8TlBbc5ZPhGM6ythXK3ulA/Gs83NMm0+UBGh+I7hMv6/3BavoFf6PA74ee/hc5OkAT0O6BiBuzPgqcy1MD51x3wufJefKUK6cUZQZ4/w/lo0eLHj8eggftvUG9cA9LpdKSkpJx0Uwa1e1Q01qd5HtJk/TmSXC4Xer1eTZtzPhtxH3WGr4J+It/IFPhXcHunCPL8/dJq5NgETLZkkkjicvk6Drq0XKEL57nVJ+jzg1MWdPhh6wCYJbVqCwz586bd6r/LDkNGirpG79cd0GR3cGtLKb9PK+GCLhvzxFw+ywVo0VIwv4Dq6uopW5QHKoNTlcM/zfOQJsJzb2/vSa0B3+PoQygN2Mz1eGN+wCY28TAP0UUn/Rjw4+cqvsoqVvO52VdxSBdLy/49XD/oz6EDvYob5IGRPAdGlbXAoxnqMaE835lewvW9NryyjjOVc9AqelyyxN/tMLMSXuhVFw3mzBp/85DJarzMfxI8fyqC5YyMjFOXL18enj2ueMcsu9PT0xN9hG40ed3w3mMwpzBQwxbcMTfxkdgc3CWlKo3WPPULu5km7ude3uFt/MKNUfLxYAb8OxPeSconMdbG1Q1l/PgeGZ9bR5JI5PMNgiXVgnqvYFZgFNkogcsJv38YUtbAlm1gcMN+Nzze6MB9sJRjc4r5iuV6buK7zCEfUGijlQf5Ky+K5/HMmoe1cgeSJI3rDmyistlsOByOSR07b948gKmpLfW/WPmzZ5+3bH6+Dr9DvRGT7SA71VFjRcHr9UYtc6g1GDBYLAihA91SiPk+xD8DqZ2QXA62e8FwIV7bb9nBduQI9Zdnkosy4KPVDy36kWV+ylywqBp+0KbmJ+shjOdag41vNJdx4XEZF0YU/Xr+I7Zwu/gdDtGDLQaefA1cHnB74X/uVkfi7McgVoZ9AZ4/e7yU36WUUGRZz3eV7zOHfDyyHp8iqFCO0Uc/zF6qDoGEaMaMGZOu+T0RjWXM0zyriujPk1RPT496oyhMkLwPbPeA4UIQg6N3El7DWcEZvuGaQz5adLwYsCij7GNu53HOFHP5QRs4ZQ1aBEuNIiLPGgG/SIFMrXrzeNxLmD+7XfBW4NS3Xg3J8VAW4HkwsMiMtfLeDPAoAgWZdtrR6DTk5+dPuhNqJJnN5kmlxEXTNM+qxsuzz+dDkqSo5T1PWIqH2sr/MCv1FZCyQDub3WInzTRhl/sod0sM+DUosp4N8ll0+SS+axzmzwpqjrPcpzYNUfrIDY03FHgr0Efke4mQrBny50GeM2KtHJkNNkngUXQccMPKGripRa3LDFDthUOSGb3ecFIXYcfGxo47rvm4ef5UBMuSJOWPbFPth4G/g2e32j5a8YDco04LB7rpjTpCN5oUBdJmgPcg+I+CdgVCJLKffQAIn0RMVwyO1KH/NAWFnezgbu6k369+u3/WCpV58J0F+bz6oQ1cZfzgThmnU3Cj2j2bd/pAgwqpUaj5Q5t2Q1oSnLsOhBFuqHJwS0spf0ovoVFvw4AGnRyDRtFyXKnnAe6nlRaqqFSrHrj6yc1Io66ubuK/+xgaNIfJLCIsKCgwQEjS9n+phCQKZpU9DyjQeRZ0X6K24R14mH77dmIs+gDP9jCeI7+YDqQ4daRZOxfM34a4fyFrsigWy7iIz7GIxdgYGig5TT6P1ysbeM+aHfVlZeAv3ZB3DF4JmOn5VijPg7oM1ZDPqCvjBy0yA4rEbOYgI3OMY2gkheQEMOrVFtabdoNOB0XzQdHBjSE8r0y2ohUCSTHh9Ov4bgtccFyQKc9li9iM+7QvwFt/B89Q84aYmBj8fv+UjtJF0lhTftM8q4rszyHyecHngf4e8IzOc9CzhS7A8/UQ9y9IbYTkOkj8CBmwE/n/ZYN8Lg90E6z9cprjOBttWXgkTVSea0N4vq1FRkHtKgnwbp864vZsJqRr1Z837YbsdPjJt0AxhvN8VYaV92dArAR+fLzJG/yFP3OcOlLTU+nq6sLjGaWRygQkhECv14+rs9l4NM2zqjF5DmjSg3HjlN/voau7l2TbfmSbWiO/jz60aEljJl9tEsyuhFf7wI+WVK2I6M99ihnF34TL/BVkKQkNylC8gTqynKODnyaDj5E8fzBDbcbjVeC7LbC0Wh3AG64/dkBy1ugNnU5UExms+7h5nkz+wpTL5/OljqhjqLjBEdICXNhAWxB4LARdMT12PbPyCkB2AAoIs2rCY57QC0vXg8YPcc/i1y2inCPB8ltxLXHY0+0jRrwAcpiBH4nP18PfMyBZgAJ4pXzqmiuYkV7G1rIi1pZInG1RSxB90Qa/SYbEJvVtllfDWw8CGvhmpYOvNJTyaFYJ/86zssQAfgQvO+CDAbg9dQaKRh1hV1DYyhY2LD+TlJ4eDnd2IsvylN/5xsbG4nA4SEhImNBxM2fONAMnvyDlp1xutyc53WZW/yE3qQuZAh3KBuxLMLMIWs8bxnOJGjxIyWrr9Gg8Cw2IWAyAARNLWMp8FqBBgwc3ddSSSjrOzmrKUsf+Qmjzw6UNsMEM/8qEJAk2zYSfm/OprqxgxpEytsQUsTZmNrOlOVRTxWz3MubNEsRYVPZH5dmoBuYvOOCmVuj0qx+rAVlCo9EgtAaoOzQiwEpJSaGzs/Okds3S6/Wjtnif5llVRH8O1fN3wL9/D1lz4e4PYeCvQ2wP49lut4f/nwZ4BkCbA0oWEh6+w3fx4KaWWo5xjDpqcOEiiWT+0jVkzBsc9fwqc2Xw38N5TpZg88xwnrfFFLHeovrze/3wRS3EHQYCXSzHw/M7fXBWjIZDHERB4SM2kyWyycrKorGxkdzc3Cm59oOzH1OxyGyaZ1Vj8hxQb28vNtuUdXcPl6LQ3rKLFNsOhFDwGM9ji1DXqJzK6VR64EAgYB3uz5tnws+G+fOamFnsEVtppJEz5S9SYBBYJdD51UG9cy0qt9+OEG/IwIu96khyxyhdtV/vg4dnJ1N79PDJuSYQjGUURRmzwtnHzfOnYmRZCGE2GseoSak4wLsTnI9C723QdToDPR9i6cuDzlOg5xp1EZLrJfAdw6u48ODBiTOsBi0AZivorOqInfESZE02BWIe/8NP+ApXk9cxB22KFhEhWl4rn819XarJzj4Gv+sCYYCffBtuujafjh4bH24uw+2UeSJDLQqu98GZTjAI2L4PPrMeVhXBk60OlleXsiuvhA/nW1lggGY/nF0HX26Cf9pBQcsCFgbPXyp2IwwxiF1vEhtjmXTKxGia7PRfZmamLj4+fuwI7f++TEZd5PtQlzcBo64rAs+nQVsmtMSE8PzLIM9qPlo/bqU/jGcJCSNGdOiwEMM8FuCVFeZqvDTO1/NmDtyYAEuMo3/YNw6oPP++Uw1mf5oMNy3Np8Nk48PdZQz4BJcol2KnG70OCmaB2QA79kfneaEBmn1DPHcGjFgB7uyEpfJaDrAP/+U/gmO7w9KupjJfcyxFW+E9zbOqcfnzgAMqAgvyen8KXacHeLaE+fNAXzNmfWOQZ2Q7KK6Qk0kYxBDP81nAuZzHt7iB73EbHgU+Z1N5zvb00qk10asZmdI0yPPvIvD8we4yvH6Zf2bAbhdoNfDs24AyDn8O8HxxA+x2wlnKOQBUU4UHdzBYnipN5edgmmdV4+IZNb9+1P367HB0FzQeU1M7Xf3g7g7cHI4hxY29N5H41Esh7t948HEcdaZ4nn8Ft3eExx6DPPcNgOSDnyXCd0L82ekTLFVKaKABnYB5erVBSX0zfFeC5Vp4vSV6vHF54+iBsk2Cs2Kgxieh0xtwuVzRdz5BGQyGcc2mfNw8f+LBshBC6CZZxNDnN6GVHOA7Aq4XoO830H0xtOcjy81s5H2e4Wne4W3KKKWJJly48OPDhRM3bmShoBNm9OgxYmQ2c7D12Phy7Jf5MT/jWq5jHevJIYc44kgkkb92qyB7gV91wPwqKFVg6SK4+2f5yMLG358oQ++R+We6epE37QZZho274LHbwe9xEFteinVRCQ/mWZEE/KYD5lbClsBnzQ/8uQvWyGdhwcJ8FnA6ZwIKnHsdcdbJddwbS0ajcVIfhvT0dCwWS97Ye/7flRBC6LTaqDy7vPEY9aOVg/KE8PzrIM+0mMBxMz6UETz7QnhWUJBcA9hiYrBp4JwY+H0KfDgDegvUUYn/lwirTGot2VCF8lzuhkLgvhX5yDE2/r6tDMln5Gr52xgNgiUFIEnwwU74+6+hxenAeSic518P4zlUr/cJkoQNm4jFl5wOc1eoU/kBhaZI+PHjwoUbN/7An6mSTqeLOro8zfOJ+bMqb5Bnd/ef0UsHEB1zVZ7bC6D7C+C4DZfSgx17wJ/9YTwbMKBHjwYtsRrB7wI8/yeui9MzE/nhOHju9EKhMsTzg9vKMCHzjTiQDQR53rgLHvkt2CPwPNyf/9ApyJOXAmDGTA01SEaBz+ebsmouE8nhHEvTPE+M5zGDZYDHfwbX5sP5RvhagZpz2X8vDPwTvHvU1FHFPTLlTjLS43ASl3IqiuF89Oj5MT/jm3ybOElPi28kz8tNYNZA0edhRxksEaH+vAfZb+Cr8ncwCMGpZpAUeOQlMBmgs91BYnkpWYVDPP92FH9O0cAlVvhLGlTOhva58HQmFJsgIf7kDmSMN/74uHkeMw1DCPEP4LNAm6IoCwPblgB/BYyoaTDfVhRlp1DHze8BzgMGgKsVRSkLHPNd4ErgdkVR/h1yioTExMRJF+8bbaS+l16qqKSKyrDtRowkk0wSKaSSSgYZJJKEGTNuv1p71aBRC8vPYCaZZOHDhx49TuD6ePVOb9uA2pCh1gun1qkls/6VAT/5Tj7PvlLBy2+UcdFnihhwSpy3Dvbtgc+uB7fLwcYPSznnzBI0eiuSFwrr4VjId/YMHawzQ7FREE8Ct3Jb8D1IQgINxKQkUV9fTwYZU1bfE1RYJ2PQGRkZCCGiJ8qGSAhxDiorGuBhRVF+L4RYADwMVABfVZTRknknp4+D56Sk6KWGXN54Eq2TmcZSQO7Ci4cdhDchGc6zyW7CGGvEjx8vXiQJLOjQoGGNGUqMaqcno4BDbnizbyTPPh/sOABL58H/LMznSE0F+0r3ULCwiGatxDlroLoCTl0Ost/B5r2lnLu8hGS9lWovnHccGkLS3gd5PssCp1rUwvhOGfI0s5GEhKIFD35knGjQIOklnB4nh5SDNIsm2gN/uunicq5kzhSt6xg05kgLLqd5Bk7Qn0PV68zCZhpcZ6GA3ACeBvC8C9b/4XXxLkcpx4SJJJJJIjnoz0kkYcKML4Rnp6OHpRkZrEtQFzIZBRwO8PzBMJ5tPrj3MfjWZSrPrx6r4K1dZXxneREul8SFp8ORA6o/+7wOjh4o5XMrSoi1WdnshOuaRvKcpAGbpOE2fogRIz58aNFhtVrp6+ubkil8i8UyZYv8pnkGJsDzuILlUHU0AAo4/6XeIAZ/qbhAWtK8YAop2rkMDPRjMnjxo0ErTGjQkEEmbkWtgz/I8xsBf/51vBr8Hq6E078KF50OD/1S5fnDqgoOl+6hYEERR7SCz5phhzIUb/xnYylnn1mCLdbKRwGe66P482kWtRa/WwGrpFY8AtAH6k4MDmRMur/FGBpvsPxx8zyenOVHgPuAR0O2/QH4haIobwohzgv8ewNwLurqxDnACuABYIUQIgZYBiwHngdC4U2aTD6W129EI01u4YMLF/WBP6HSoiW1N41kWwof8gEZZJJCKjZsSEh4cGOU9NyWpOEGWZ3mqPao+Wv/6VcLf2dWqN1xLj8/n4MHKjiwr4xly4pwuiU0EuSmOygtLWX9uhLcPivX/D/49c3ww1TY4YLzYmC1SS1pRKCT1IAi6PNrkZBA46GLLlpopsnWhNyjMJ/5k7oO0TTeaZDhSk5Oxu/3j1n0OlDu5X7gTKAB2CWEeAW4BbgAuAw4C3hrwm9ibD3CyeY5JSXqjI3bE49BNzWNBgY1nOfMnmx6kx28yHMkkEAyKSSTHOA5BZsUi4SM069hoUHDIiNcL6vMVXvgvT4oNMD6e+FwFfz6Jrj6onwOH6ng0P4yiouLMGZJ1FXC3FwHhw6Ucu6SEiTFynNvwZlnqSb7jXg4xwJrzcN5VoMbkyRw+AVVHnVByVWxGh7jKdppx4GDWZbZbB/YiscyNQucImnQmCMFNtM8A5P050jyy0a0mrGnqJ04qec49YRXRNGiJYFEkkkmmRS8PT7S5qWhkXyYkJGRWWzSsdCo4fqAP9d44LgHFD/c8xjc/neV569/IZ+KmgoO71F57hfh/lxUVEK82co3W+BfPeq0dijPJkktkShQ0KHDp3gwogX8wZKEUxEsT6ozbRRN8wxMgGe3243BMAVFYBQ7eLerj4Bc3lgM3Iro+g6+pB3sZzc2bEF/NiHjx89ik56FRjXeEC5IXa/OUL+/AzaXwswzVZ6vuzSf8vIKDh3YRdHSIiShC+P53LNKEBorff3wjh9ipMg8WyQZn/Ah4ydG0agxx7AwMTY29qQu8jMajeOKPz5unscMlhVF2SSEmDl8MwSX38cCTYGfLwQeVdQkwO1CiDghRDrQF3LccOkMBsOEHcHnt6DTRq7DOVn58NHn7EO2yOylLLhdIIglliSSmc9C5ivF1HoFuTq1ocPVFrjSCDFG6FbUoPn+Afj20nxaayvYXVrGokVF+HwyRw6XsmJ5CXsrrHywE265CubOhDlCHZnWCjWwaPPBUQ+UOdVEf7MEv0yRuYNfDb1hLRQGpgGnUmMtfBrtOEVRxnMDthyoVBSlGkAI8TQqOxpURmQiLq88cX1MPEc9v1/Wo53kTd54pfVo8Oq9+PDRFvgTKoFgJatZJJ/DzzthqREKjSrLs3RwTZyafrf5MWjthP9sg788Dd/4Qj7tLRUc2F/GkiUqz+VHSilcUsL+Y1a27oHzN0C6GXblgNut8qzxgl0L5SE8l3vUVI+ewVlJ4KpYhSqqgu/TZ/Ch9WhParCs0WiiTplP8wxM0p8jyS/rkMTEfWVQKs+ttKE2/5jnX8B9unvC/DmZZGaLOeRKc3DKqkdna8E9AI0boaUD3t8Odz8KX7skny5Rwe7dpZSUFAf9efnyEvZVWMmfCX9Igb+mg1dRUISMSZKRkBignw462E8TrbSwmjUY+/8J5huxWq0nrWnUiWiaZ2ACPCuKctLKxrm9cRj1HeA7CCjsYDvtAZ8WCGzEBmhO5hT5bHplLfFGyEiHa78IV1wIFsOQP9/zGHzrsnyaG8o5cGAvhYXF+P3+IM97j1r5cBdcfTH8Jg1+laTgFzLGCDy30UomWRT5DIFR8Zlh7328wexkpdVqx1VR5uPmebLVMG4G3hZC3IH6PbcqsD0TwoZrG4BMRVF2CyEOALuBPw57rUmlxCmKBklMvLzZWJL8ErIU/uWpoGAP/NGhI9lXzJJAbe4EDexJg7feVuvOFs2DtTPhgjhwuSE/P5/y8qPs3rWZ/v5eVq5cR1KilZKFcMpS6NPCZid85IQjbjjigUoPeIZ9zFeZIr9fTe/JKWgymT7wOp2Ojo6O8UyLROJkBeo0yevAMdRpt49LNzOFPGu12qgfPFnRIk4Ct6ESsoSsiT6jpKDgZIBeGe7uCn8uUaO2wT7FDm9vgTVFcMlZaiF7gw4KCvKpqKhg61aV59Wr16HV6Cgq8LCmSE99C7y5CUoPqaPSBblw1VWQXzPx30Pr1qJzn0C67DjkdrujGv80z8Ak/TmSZNmARpqasmowFAmF+nMlx2illRjfHDKOqf5coFdbABd6YG0CXHKB2lXYoIOUxHwOHa5g82aV53XrTiM+3krJItBpoV0Bn19B6Jr5kI20004XnSPy5osoVnsDBNTX18dUaTJeHEnTPANTyPOJyC/ro86MKyj0YKcnwHMRp/PtZi2v96n+XKCHgkGe48N5nj+/gIMHj7Blyyb6+vpYt2498fFWli1SF632auH9AcjSQ6yxgVd4KSLPJkxEKzQhSdJJKSwwKK/XO66yoR83z5ONtL4FfFdRlOeFEF8A/g6cMdoBiqL8DvhdhKfEwMCAdePGjcM2+8F7R9TXk2UtTm8SGw9G3kfRHUODlgIm1qZV49EgFEF8Y+S8UwNGjiofckcI5+UNoPWAxgVHD0NdJcRYwGZRc6r9fn/QPA8e3ANIKBI4/NArq1PSSQqsVGBlxLOq0yZ76xjx+whZsH3j9oiVOyYrWZYZGBhg5P/J2Md5vd4JJHmFS1GUPagQf9yaUp4dfX36jannwubd4LtFXeARUL8rgy3lv0ASk0j3k+Lwa/aMybRhwIDJbg6WHIwkgYbaYRwPSl+vzmpITijbDYf3qzxbzYOVI+QgzwcO7EUIgd+v4OgX9PaD0w2Jelg5BxLioLoU7hjHgOKmtnC+TQ4T5m4L6eWZYftVU00jU1NxoK+vj+bmZmpqRkbz0zwDUf05RPpcuCTgw5u2g+8noIy8IfT4rCiKREPn2pHnP3oQE5YJ+bWxz0jBxpH7GzBwcBjbAjX3slSCw0Ktk2wOlP1U5CF/3rt3N4oikCXoDfhzvAZ0kgsZSCSZREbO/FZwjFp5Dkg78Xh8uFyuCftnNMmyPCWvNc0zMB6eA+rr6xv9ust+mPc5yDl9aNtHe8B3fXiFlwjy+Y14/TF0981BObqDVNIjcgVwgG1c5BGcOuwrQxJQKuCQpMYH1kAIEMrznj17AIEi1CY8vTI4FXBrwKRxRuXZg4+PlBYQ7UDtiOf9fv+U8T1cTqcTv99PR0fHqPt93DxPNli+CvhO4OdnUZOkARqB0Eg/K7BtNPkMBkPvhg0bwn9puQdao38enO4k9tddx4r8SJ8HcKdU85pmN+UcGuP04YprisfYZ6QlP3K73YUsotC3nkdbBQv1UGKCEgFnmKDPCV4/mI2g04DdAXqNg127drNmzXp27dqO1WpjcWERuw9JzE2HpAQYcEOMWe3XXuNRO+yUudSR5nI31HjhFBO8nOPjXs3Pwt5P4calnLLhlMCd4NTI5XKxZ88eVq6MFrpHlsfjIS0trWrsPSfFycnUlPJsMZk8G1q3abnk99B5nVpnOaBtR3/C0ln3YtRNYoW74XPY4x/iT+LOUXebUZZL6+wWXLbod+dLKWKmez2X1gjmBkbeFujV1c4lRrAJ6HeC16fy3NYFyXFevF4nu3fv5tRTT2Xr1q3ExFhZtLiI/Ucl1q4Dnx+cHrWsnCyDow80JrXUYrlbZbrGy4i+gxLgnafwc/Hj4Lbs/TPoyuqkPyF8lO5Krp6yBX7l5eXExsYSqe7qNM9ANH8O1b9/B8//j/rzGwPQdikoI9MQGrtW0e9KIz/jhRHPuVKbeV56N2r79kgq2LiA8g3h/q5HTyFLWOFfT2mXoNikjsKlaWHAA3KAzUOVkBAL8TFqTueaNaeya9dWLJYYCpcUs/uQxLwMSIyHAbeCLUZGETLddNGirhihnXY6aKebblYp1zKzbztYzqe900lbWxsLFkxsoCaaNm7cyIYNG074daZ5BsbDc0BjXvc+O9x+J+x6c2jba53QfWP4Ar8IsvfPoqbtXJbm3o8rrY+HxMPBNIxQ6dFzhv8SDtkNeGXCeHbKaiORwbRNmxtkr4N9e0uD8UZMjJWSkiJqvRIGSR2Z7pchRlLQSH666KSVVppopIMO2mmjm25Wsoo13jS0In5EGoYsy2zevJn169ePdQknpfr6ejweD3l5oxe6+Lh5nmyw3ASsBzYCp6EOYwO8AtwQyAlZAfQoihI56hySbzL5sZLkwS9PSQfWMPl1frQeLTHEBCoMJJNGGulkkkACBgz0CYW/pAmMkg+fIiGQ2OqE1/rUbjkDMryfCl63gwNHSlmwqASt3oZeb8RotrF7dxnz5hfxt2ckHvg3lCyAC06FK86H2QbI1MHnrOoHAaHWZ+72gxaJ0ziDdtpop51OZfQ7r8lKlmU0mom3XPf5fIjx5RjsAuYIIXJRob0MuHzCJ5w6TSnPPp8v6pCuJHwo8smdBpQ1Mhpf+P/fcJ5nMosEPXTNVXkVqIvvXANqXfCtB+H1TWrJwwEXPPxLMGicHDxYysJFJdhsQzzv3VvGwkVFyLLEukbI0cMZFnXxSHaS+vq/Nofz3ORVV3qXutSKHBURZucln4SsmboycZE0Wl7iNM/AJP05kjTCgyxPTdWeGGIwoKdEWU66CPdnL158QubWJPApEiDYPgBJAur2wf/70yDPDnbtLmXhwmI0AX82WWLZvbuMBQuLePRliQefhbLnBU/1aDjFpGGGPhW9nEqBtAiEFwV14SEAxi+AMOB0dk3NwrAp1jTPwAR5Hk9zjMlIq3Hi85mD/44hhhgsIfFGBgkkYsDAgJC5Jg50QkYJVPvd4YTXeofijWeywONSF1svWFgcjDfMFhvbS8uYv6SIR3sk7uxWB0NOtwjOsmjJ0adikFOZKy2EwHoCDVp8eBGafohQZcvn86HVnrx+drIsj+uaf9w8j6d03FOoK0+ThBANwM+A64B7hBBawAV8PbD7G6hlXCpRS7l8dRzvobe7u3vCpYn02l48PutEDwuThEQc8cFE+gwyibclUFNRwwpW4MOHBg061ODGgwc/fgwamePUcYwKVshncUuLgcd61Gm936bANRa1ruHWbaWcfmoxSDZ0WnXKLyEpH522ggPlZXzr8iKuvljimh+rK1tPOx0WNcEqM5xqVmvkztWrH4Y4CfSSxDrW40GNLNz9bo6YjyBN8VoLl8s1KbPv6elBo9GMmWCnKIpPCHED8DZqkv0/FEWZ2BTAJPXx8Rx5xbVe58Dts2IyTP2NziDPsVYbmb2Z5CTkkEIq8cQBIpxnRdAfsqzhowG15Na3YuClR+FHd4PJCL+8Eb59GXTbHbz/YYDnOBv9ziGefVIFr+0t4/zlRbydI3FFM1zfor6uVVLz7U+zqDwXGFSe07UwQ68Wuu+X1dcaUOAH4n/opIMmmmjtawWLTDvtDDA15bOGy+12RywbB9M8BzQpf46kiQ5wRPJnled4AMpiypjdO5sEm9ppdNCfAZqlKo5xjPXKeZxSAwfdsMIIHy6HrU+oPH+wSeXZ7bVhC/Fnj6eC194u46ufK+Lrl0q0uuArgSVlQzxLnBNjYK4e+hQwCdDoCkBRTmpZrRPRNM/ABHgerMEezR8mLg1ockFbgNk0j/6alZB0CIHEFXwlaryhk2TqqSHBP4MHugz8rF2dmQuLN9ocvLetlDNOLcbjs2EN8ByXmI9bquC1nWV8dUURX44N92ebBCsj8qxBIxnDGkUNyuFwYLWeWOw1mtxuNxaLZcz9Pm6ex1MN40tRniqOsK8CXD/B99Da0tIy4WhPiPH7tw5doG6nWok2k0ySSMaKFR8+FGS06NQRAgNUeCqQFAlJCASCfvqppSbQdrWWLoamGC2aGG5L3IDdL3g4AwweOHDIwd69pXzmrGKMFhtmvcqcJNQ6id+9Kp9SVwXbS8v4+qoinr1LQquBux1qXtFbferjB23qKNxyk9ru8twYWGKU8ChG9AJ67R0kxCVgYNJpOxE14fqSATU3NyOEGNf0hqIob6Ca3ceqj4Pn5tZWBQoiPmnUdePyJgCTWPEW0HCeM8ggmZQgz12xXbQ0tLBwxqLgMTIyCjKyrKNdFmzsh7f71ZGJypBR3RoPPH4Z7D4ID/wMTCbweBy89a4aWNitNkyKWpNWI8G/Xoabv5LPYU8F920p45qVRTyTKbFlAL7WDI0+9Txv96s8GwUsM8FpZvhpsoIi/Og1oV8SFixYyJSz2CRv4mztOWjRIuOni25aaSaRhElfu+EajfVpnoFJ+nMkmfRdOD1JI58QZkDDLGaRRfYInsP8OSAZmdhYG709vRhsBupC/LkzxJ/nioXcmJDD672Cf2SA3webdzmoqijlM2cXY++zMeCCpna1Kcm/Xoabr8znSHUFTz1fxpVfKCLeLPFmdmSeh/vzUqOg025nRn7kz/9E5fF4pmwUb5pnYAI8j1aDfVQJC2iXBmorLwjUVZ4PmvTA+hUfkjCj0e3AyxwMQhcofOgPxhuReF6nWccXbWfxk3bB+THwzwzQe+CDLQ4aako57+xievps9LugsU3l+dFX4DtX5nPEU8FfxuHPkXj2yAomyY9OqBza7Xbi4uImdk0mIJfLRWJi9F4Fg/q4eT55Y+njlKIonuzs7EnNtQrhR5a1SFJgJF5KDhb/FsLGaZzBOZyHEWOwRbAefaB2oCoNgelqxY8bJxqhQ2/Rsbt/F3UxtdRRRy/RV37upYyv6zfwZJZ6y/JCt4M0eylLlxaTmGxjTSPsyIWXeiFZwGXnqUHGRQvz+VVpBX/cXMaGkiLWGCRuSlRbAt/VRXBtqjtQim7zgNqNSoPa6nWtGc5s72FJRlJwpHmqGpNMNlhuamrC4/HUTsmb+F8qRVE8s/NmReXZqOvG7Ykf34uF8Ix2Meg3YCOO/+Eno/KcHJvMsUPHcOFCi5Y++qimilZa2cC5zKlUb8oi6YAHFAke/T1ojfCjGgcra0q55MJitAYbqxth10yIWwC7d0BmMjz0DHz18/n89mAFd31UxvqSIlZbJCpmw8/awnl2BXg2CXDIMndrfkEa6cxgBvnMJSuQWuZwOIi1xWIM3ghqSQv8mcoOfqPVUp3m+cT8ebhizB763Plg/rrKs64ItHNAxKJRXCylOKo/y8ghPPdSTRXVcTX0N/dRlV0Z7ZTsEJu5Ju7LXB6rrrl68nUHfR2lzJlbTEKCjTVXwM5/g1YLmz6E7FR46Dn46ufyOV5bwXOlZSQvis7zcH/WKzL3Dvh5tVvHH1IV/MKLgoJATMqfe3p6iI2NnfBxkTTN88R4Hq0Ge1CzlkByNuQuhtlFILSQuA2UfkCogbMISYkT6qixjIwl1kJXTxeGJAPVVFJFFXXU4ogSb3zER6zQncmOXMF8rZo18ZN7HOTEqTwnJ9n44V3wx+/Bb/4G6+bDkrmw7yhcUJDPb/eP7c/DedYCx+fAcU05JoxkkU2XvYu8/JPXOG+88cfHzfMnHiwDeL1eryzL46xpKIFmBmjnYTQl4DI9itm6CDQzVVAVF6BDL8zoQ9ITgkHxoBQvKAMgTOCvBvcWtOaruZe70ccZ8HZ56YqJPlWuQcNq1gbSIhRavIJrjzm4uL4UsbiY8+JtPNQHFkmdXn6yB74uQ2Y6nNcA/86CHxXnc8OOCt7eVcYr84q4PU3iF8nwjQT4SiNsi7A+y4+a51nqgoz2LlbPm83TPEEc8cwhnxnMRIcOGT96DJOqkjHeO7vhampqUrq6uo6Nvef/bfl8Pq8sK0Si2aDrotc5I2TLEM9o5wUCiMUjeEaYQYjgaw7nebBbnw4ddm03vXIvL8jPUSfV4mQIpKXKOr4Sa+G+7nAudMD3kuBHSYACLX649rCDi+pL2Z5fzDkxNh7qVldd9wNXdcK3BGxYAQsugC+fP8TzO7vKeG1eEb8fhefbEhWqpX3IyDTRSBONbGMrAMkkk9Mzk+TYFAYYCPAso0ePQIz8LJ+ARstZnuZZ1cT8GdDmgrRCvdHTFYN2EWhyEUKL9th2vMYvotPbwtqv6sTg5LOqIZ61dNFNJceoporj1AV5FgmCgoML1PnmYTan+vMa1rEBt6LQ6hO80O6gKLGUWopZu9zGQ8+qC6sH3HBDG1wBrFsW4PmzkFuQzx93VJAU4Hk8/lzY38ZOYyK1buiVZe7S/JIkkpjBzEn581SO4k3zrGq8PI/ZSU6rg0tvU/82mMPbCYvwG5xIPB+PPc4u+04ak8Zu8DHIs074WaCXcPqgv8PB7JRSqtqKufYUG1XAL25S15h8+3I4sh/OXA3HB8CvnZg/D+oUM1gkhQd4KrhtUV8hzTFN5IfxPOTPJyq32z3eYPlj5flTESxrtdqO9vb27PDOOkINGrTz1CkMXYn6syYTFA/gw5bQQI87EXNCyEp2EeUiK2418BBG8B4C95vg2QjewbtA8BvPoEAqoDSzlJx9M+nKiRwsz2QmF/N5YrDgkfU8YYc/HHdwY3MpL2UX83q6DZcMP6qD7ySoF/mIR229qpFgrxuua4ZHM+Brhfncs6eCGUfKWDVQxEs5EhkaeG8GPO+Am1uhK8J9cJqnjxS9hn69k8pAO+/d7AIgjjhmMJPZzCaXWZixDLXKjhjChaunp4fc3Nwx9xuu48eP93u93k9y1fSnQgaDoau9z5kcnrVsBG0+ppgi2gZKIP6qETwjTCCGjXKOyrMbWcTQIpo5xjFqqKaBejx4mBGbS4e9DWdCuAOWaT7g+0mf5b7uoW3rzGqb9iSNGnM87oDb61SeX84p5rVcG04ZftQ+xHO5B/pkSEtS63te91N49PaRPL8cwvMLDvhOqxpwrzLDPeJNIqmddsydMRyZeZi3eJ1Y4pjJTPKYzaxJ8BxNYy0kmeZZVWR/DlHhafDL1yFnnloyLuEDovEcG5eI3eEhOXnYdQ/6cwwefGwTW6mhJshzJCkahb6EXmxtsThSh6rLDPfnx+1D/lw2v5hvnmLDoIMH/g2XnqXGOrtccOEEeY7kz2c46ngqsYAHEhVqpYMoKMFW7ZPxZ7vdTkHB1KR0TPOsakyeAzKbzdjt9ug7GEfJqw3w7BMWOkQ7Rzka5s8A+mQ9M/bkwuzR328Yz4qOJwL+/McONdUzKcmGUwenHIObE+CHSfDrdlivABIsb1Y9PlK8EcmfQ3n+XqLCcelw8N+GPgNOg5MD0j5KAzxPpT8rioLP5xtXgYGPm+dPRbAsSVJDQ0PD0jB4hQ4SNwV+tqijbMHn1OmsuDgndrs9Ytkn5AFUw9aCpxTcb4DnQ/CWQhTz1ffezurY37HNshWhgL7fENY9zIKFz3A++cxFQsIrSxz3KvzxeC83Npfy5/Ri3sm3IQFXN6n1DD9jHWqL7ZTVAGO1SU3L2O2C5UbInZ1PdWUFZ9SVcY2miHdmChTh5VKbngus8N0WeKQnvB3RmY7jlORms016b8TvoZbn38s+9gbf9wxmMotZ5DGHWGKjwqwoyqTTMKqrq10MdVf6r5VGo2lsSC6YmyokiHsONFkgxYMygDVWxlG3H4whZXfEOKZnI/K8FV/i27zMSzQPu+xdmZ0k1CfRnxDe5XI721ktncd6s4bDbrgvTWVUr4ATuLwB9nQ6uLWllPvSi3l7jg1BZJ4HZOh3w+oieOk/sPsALF8azvNSbxGVcwRWyc/nbVousMJup0I7rVEX7Uk+CXOPmYF49b33YGffJHkeTWMtVJnmWVVEfw7VnBIYZ/Wc2NhYenp6SE60ENGf5TZE8hG2s41+xu7Q2j6rlawDM3Ck9oT5M7KOAUVwRSPsDeU53YZGC7UDsP8ltTSiyTDkz/1uWFMcneeFniLuy5C41AZfsKldV7/bCv+0qwMYJtmH1xLLerPCn0XkFMnx+bMXPQb6+/uJiYkZ17UdS9M8qxqT54Di4uKoq6sb34tG9OdN+BNeYbPYxAH2jzjEYw4EzQP64M+hCuVZkTU4FQ1XNA75823pxWxPsSFphvz5vIA/39MFi/2R441Zs/OpCuH5zxkSX7DBpTa4wKreAD5ihxQNnGWBv4RwnFifROewQcSx/DmOOLx4x+XPE4k9Pm6ePxXBst1u37Jv377PFhcXDw03CJP6GEURYVYGVFhdz4JnE/gOMLKqaxQ5H8AQ+wdmMYu2Wa2kVKfSsOg4AkEJyziLc9CgQUamhWaekZ7mYtcV3N1Zzs3pxfxgho0UjZrv81qfWju2yAitPjV9whWYLjzdAq/2wTVNcCgPfpkCawbyyW6v4LcdZWzKsdOuaeNi6RJi0HJvmoYbEtQV2YfcYJR9bHC2kpYxm3+zZ8xfq59+DnOIw4Ga0wYM5DCDXHKZQz5JJOPFixYtXpcXk8k0qXI5e/bskYHDY+74f1zNzS3v7lfiTivGAvqioSdELFo9yLLCqNOAijKU84YfPFuD5jucZ417M6sMq3hePBf2Er3JDrIO5SD8YkRzkjrpEA+kLyJLK9AL8AJ7PHBxPUj9qhHfmVbMT2fYSNWolTJej8KzwQinnwKvfgDX/BgOvTLEs6apgkd7yvAzl1fEm5wvLsSCluVmcEoaUkgNti4OVVxTAvb07qgNSMfiOZEkfPjQKhq0InqZvp6enlGnuKd5VhXRn0M1VqAcwnNcrJaK8n2QfG90f/ZXU6JZzofigzHfm8vqQtb6KWlfztnJqj+7ZS2H3JF5TgnwfPZxyNRC7ZyRPJ+9Wu3elxQPfu8QzzRV8I3mMq5VinilV+KRDDX3/p5UuCEBXt92hOfj5/CteIUO2ukLdl0eXdF4nuGdgayV8Qu/ynPgz2Q1zbOqMXkOyGg04nQ6R5aPm4A/GwYeZq3lSg6IkcEyQGdOB0m1KTTNbwhuixRv9AsHWiUOV19vGM9GLWxyDvlz8TB/FhHijV+kwNoQnr+mFPFqr8S/MhTMksK9qRI3xsMel0IX3fSgztoIvyC2JZ7m/NHj03H7cwSeJ5J29HHzfHIan09Qvb292zZv3tw99p7hCoU5KAVwvwUDfwbfPsYdKAekc73MGmUtPWl2YrpiyBzI4tvcwNmcgx49CjIfsZmH+Bsuh4sdZRtZUFLAq/OsfDlWrXjxtQBLiwzgU9R6sqDCaxZquSyAWi/8vgP8CryeA78qmYM9tp3je45zWD7EfdxDKy3oNR4KjbAzF+5Ohc/Zq8jMzqZWG/kDOJbcuDlGBe/wNvfzZ37DL3mSx+hR7HR11hEba1Gbwihjt5wclM/no7u726MoytT1ef1fKntPz9ZN23d2ESUYtlqt4S1sFRlkh3q9/W3geg4cN0PHUmiNhe5zo/Ks6f0u81kYshAuIAHdmZ0k1odXH0gjnTSRygydnxhJNdU/dsDKmvDAoijRxuWxqtkO8rzYqPJ8MIRnnQbOWq3+u7YRfvcQ+F3wcjZ8bckcsuJNvLn3efbL+4Z4lvwkksg3+Bbn8pnwhU8KJNem0DGjfdzXezjPv+VXfMB/8OMDz3Z1el92jOiqZbfboy6emuZ5SBP254g8fwc6lmLtz6bPUTmqP+t6f8FKVo4r/zGNdE5fdDoxh6xIXgm/rOHOzug8h/pzsladHQn1Z60GvvlFuO+X8F4C3Deg+vPL2fBOUj61Bhs3t5TxskNmYRUccAMCkjqbOMsqcfWsFL6dAJukt8d9uYZrkOft9u1Uxh7jt/yKJ3mMTWyknnp8eHErA9P+PEmNl2chhJq37ByIyvNY/kzvT0kgkVQilxLsyuwitjUOyad+V6SRzre5cUS8cY+4k939H/CD1lLemBHuz9eF+LN3mD+bosQbw3l2+GWEgB7RjV7jYbERvhALfVJb0J8TGhOxp3eP2hk2kiL58xNBno/jV/woch8oznEHy58Ez5+KYBnYs3379gmvuBZCYLVaw/uUS2aw3MxkfzXJcSszyCVZJJOzMIeFexeTpCQjkOinn0f4Bxt5H4PDQG5pHtXFlbwY+wQzdeqCrl+3Q32gOMc6C2gF7A54mk8BjwJ5erAEvgdu74RuGeKEH4fUxLb8jxiwDZBblkeP3MOD/JVtbMUvPJgkhS9pHFzrb2VNfi7viMkbcqh8+GijDRuxdNT/k2Tpy9B1Bgz8E+QxyxgCcPjwYXQ63cdSi/N/gUblOS7Ohr27Wc1r8x0H57+g55vQlg9tqWD/Ajj/Dv5xrF3wHUKRm1iqFI14qn1mG8m1KaCod/fncwHX8Q2SSEYnKQihjjb8sgMy3EOBhWKx8VimOm4SyvNaM2gElIXw7FYgLxssgfr6f/g79PZDkgTLTD5em/scfba+ETwPjiwUU8J3+R7zmA+AtcOGK8aJ1zT5Rhg+fMxQZqBzvwOdK6ElBrpOh7471IW9AY1WaWCa5zCN7s+KP3Bz7QZfXYDnb0DbnBCe/wH+Ywgho9P04/LERT+b6yk0+NR0iigyYOCzXMB1fJ1MUxa5s3LZd3gf/bhZbFDIDuFZtth4NBrPjPRnn4DZjXBLG/yiQ/XnZAn+ng4vJAwFGI1emeU1cF+Lm4qKoxQuXsh18SChnFAu/aCsXVb64/vx4aOWWjbyAQ/xV57jWRS80Ps/4H4P5L7AI3rayjTPYRo3z3E2gb3txag8jy0PGs8WVimrIj8tKXTktJNZmRXw56+TTOR4o7W0BVGs8Nxca0R/XhfBn6PFG0khPGusNn7dXsZGXuXP3M02tiILDxYJcpml+rNvPinVqbTnjpwJnKh8+KgL8PwPHsaLB9H7Y+j9EfauKuJsuk8lz5+KYFlRlF673e72+cbTjCVcaWlptLS0hG8UBjCcN7k3I7eCv57rlZtYkXgKNquNmtoaqqjkXu6innqMDiO5pXnUFFfhtrn5IpehFwqtPrgjpMvreTEq0AeH0p6p9oJHVleZggrzVY3gFxqSRTKLKaQ1vzkYMMuyzH94l8f4Fz6/j6P791C8pBCdRuYyvkQc4yxDNoaKlWXIvlq6ejNIsB4C724QMWOmwgyqtLRUttvt70/Jm/lfrhE8K96A+XrAV0686T90tbwCrZnQPgN6rgHXUyA3jP7CUaTvvZ3VrBmx3a/3Y0+1U1i1lFv4PoUsRYcOH16qqOSQfJS70xSWy0OBRZPBxovZaj3kSDxLhPNc4wWnCzYsUztQ7n4OrBZ19MKiUZjHvCg8P8IAA0hIWLBwCZ/nK/6vknN4Ji1jTPONJQsWdV1Bz82DV0LlWekNLKZURyYURYlaw3aa5yGN4NnnBb89yDMD94H9K9CaAe0zAzw/DXLktTcZiR/R0Dl6q1z9wFOsUdZGfG4hi/gu32MJS9Ghx4cPd7aLI67DPNH8IMVKJ3d3lXJ3CM8mobYEvnM4zwIOhdYZj+LPPqHm6385Njxg1sg+ZlaWMXNuPj69D73kI1YjcQmX8lWunbw/KxDXHE9P6sgB0NXKGgz9j0H/3dB1JrTaoHM59N4KrpdA7lTTEeXeYFOJaZ6HFJHnPjv4e8BXCwP3B3lO1l5LW9OWUXkeSxrHLSxkEQYil6hMzU0hv72A3J68IM/R4o0Pbe/jk+wYkMftz6PxfFcq/LRkDu2xTbSXdQT9+dFh/lxweD5zZs4hxjC1zUgKmIdQnDBwDz7H/bgHKjA5UqBzRYDnl0N4dnyiPH8qgmUAnU53pLy8fMLHpaam0to67G5HWCHmtom/Cc1sSNiMTkpBEhI6RSK/YA7ldUd4rv9ZXLjCwHXZXGzgVJJJwaVo+EoThIb7q0zqtEh5iBnvd6kJ+BuGOl3ywYDahESR9VzARcSTEBZgIMNiZTHHKo+QkthPrFWDXujIYQY3cBMbOO2EymkJBCtZhbPlXmzmWiQhq6VvTJeGL6wcRZs3b7b39fVtn/Sb+D+m+LjY4+UH9qt3yM4noPvz0JoA7fOI53rsDgOK3DU1J3M+gCHQ1CFUCSRyTv65JDYm4etVR3I9eHiD13mSx/m39CiN/Xv5dXspT2UX02Cw8ZMkmKdX85jHw/M+F5hN8PL98PsfwctxkFALbw6MznMdddzLXdRQjQcPegy4j7pZkrWEU2JWnRDPxUoJir8W5NqQrQIst4CkrmBvb28nOTk56mtM8xyuIM+VZfDiXeqAREcxtM9TU4bcr4AyPp4zEz6ioXNtpOZgQQnHD8ggg4SQBjQJJHItX+dCLsaMOcjzm7zOk+JxqoqOkXgsiW073qe4ZBF351n5eTLMD+E5dL5ikOcjIcHFvlH8WQv8NR1m6dSAuU5v5cmG91mQnsDLGU9yL3dRHeRZf0L+bOmKwWlzIuvCp/UTSSKNNETvD0O2KuA7AgN/g+6LoTUJ2ueD49tqgKfI0zwPUzDe8Hnhjb/Bby6F2gqVY8d3gjwnWMvp6itAUU6gJJpvH7LcyhJladhmlefruEi6mKIlRRzadwiX7OINXuNJHo8ab8QICz4hjfDnlVH8eTSevxavsFv6gF35O6L6c3NHM65+F0tmLA3wfOqUle9cq6zFMPAIAO2OQpJj96HyfDjA80UhPN+gfpf6GyndvZWPm+dPTbDc1dX15saNGyc896rT6dBoNDidIflbQqil5jSzoh8YJgPE/AqS94H+FJBi1CkAfzU632sUF5aQv6sAS0dMGLg55LCatciyntd61YV9g5qjV0ctTBIcDTHjMpcK9HnDFjhf36wauQYNX+YKNGiCAcaasnUk1cdjb36DOXEXQO9tIPejUdRC92tYy83cQi7j/X3DNYd8dMg0t3SSFqeWg8F0lZp7OE5t2rTJB5RN6g38H1RrW9uLm57+B1TuV0c0Pe8FSxQKIRNrqcbeP0bNoAlI53qZ1YGROC1aTucMrudGcjQ5LClcwp69e+hSOvkr91NGKQBGh5GKsiMkFMXxcoGVy2xwW5KaOvRqr7oQalD5UXje4wK/pJZGzGqAn7SrHI/G86AhO3HyGP/ibd6krbuN7q5u8mfls5Z1fIdbyGXi5QsHb/x0vT8Pf8JwdtgsSUtLy6gtiad5DleQ5xuK4e8/gNoDYLp6Uq+l1/YTY2wag38HwruXU5SVYTxnkYUBAx48dNPFX/kLpexWX9epR/jBp/fxUt+TrItxc1uiglYwwp9H4zmSP387wLNRwCvZYJb9XCLsJNss7OvZiV2248TJ4wGePXiCjUgm489Jx5PoyBmZt3+KshLhLYWxFg/668D1KkiJIKRpnocpGG/4PNBaA3veg79+D0xfhZD1H5KQsZlrsfdP7rt1UIa+O4Kzf+E8Z6PHgMFqIC49ln8ffTrMn6PFG69MwJ9H49kkycxnQVR/fsL3GDsP7mR+4XwkIQV4XhfgeeL+HKpkUkgiGXp/DECrfRlpcTsj7+yvA+dj0HMldKxg586dgo+Z509NsNzf3//i448/bp/MsVlZWdTXDy/sLYHlprEP1p8FKdVg+W6g8YNWDZSdj0L7IiT7paQa3mRp7lLytxVwfFEdLpsLI0Yu48vo0OFV4IZhmSDrzIACDr9aX3lQ5R418X6BgbAi/BoBu5wKThniiOcMzgJg+ZxlxGGj/MBOSvJ+hST5YeAB6P0+g/eVevTYiOXLXMllfAkLY/dVD9UaZQ26gWdosS8nNU794iHm+8FRuLFUV1eHy+Wqn148MqSuru7nXtl1UOG5ewIGHJ7Okha3kxb7sik7n+T4HjPJpZAl3MytrGQ1OnRo0GCOM+NN8vBs5bN0oJb9CTXil2Ofo1Oq4Kksdbrao8CNw3heG4XnIwGe5+jDeW7zww9awenXEEc8Z3I2wAhDBtjt38WH+zeSuyQXr1BLDMUSy5f5yoR5nkM+GmRwPRn+hOU2dcYJtTyi3W4nPj7yFPk0zyMV5DkpS93w4A/BfB1EmVoeSzNS3qGmbfRUOa3jexRRMoJnDx72sYf7+TMdqAFlkOdlVVSsPkJcQxzVBw4i+X0R/Xksnof78yDPLgXiB7p5of0jlmYls3vVVnpsPWE872Inf+MB7NiDo8wT8WeNR4u5x0JfYvh6ER06llKE1nHrqMcHFRjwmOZ5pILxhtECn7tVHWA7sAn67WD6Yti+afE7abEvP7ETDtyLCQPr2RCR573s4eXZLyJ1S8Q1xY8IlEPjDY8CN00Rz4P+PBhvhPmzT5C7O4+avCoeNT8SgeeJ+3OoVimr0Hh2AE4URdDdl09CTMWYx9V1XIbPJxo+bp4/NcGyoii1dXV1A2FVAsapzMxMGhsbw6tiCAOYroHhVQIGJWVA/CsQ/wJI6WpgKHvU3FL7F9UpLNRbtL6Wn9FQuZ+FixaSezAPfb+BS7gUAwb6/YLvtULHsOUCZ1vU7n02jULdHPWxyAD/zFCQkHEpsMwEp1ngzRyFytkKc0wduCU7WrQsYzlflq8koS4Wb+9mZqa8xv7abyIrEuhPBesfw+rzDo5i5FPAzdzKclaMazV5PPFkkkVH/SMkWI6i1bjV1x/WgWg0vfTSS56enp7Hxn3Af4EURamtOt7Q3ZsxH/q7RxhwSuxe2nqWTOEZBSg9nK9ciBUr+kDumwsXz/A0m+ZuxNpqJbY5boQRA2glBS9e+mUi8nxOjMrzsWHlQI+41ZFolwIlw9Lb/9oNx32gVfSUsIy8QPX9cEOG3NI8mmY28veYBznA/rBRuYnyvEZZi2Hg6fCNmhnqjFGg/FN3dzdxcXFRyyNO8zxSQZ7P+Jq6Ye/7MNALps9P6vWSrAfpc2bg9CRE3kHKgJjvIyn+ETw/y795lVfwBQYLhvMs62SWLV9GYnwimz76iN8da4/qz8N5LneDLgrPD3f6KTt0mOrDhyguWcKhmaXYsUe8AWynjfu4Z1I8J9ek0D6zbUTpxEUsRlG61EZa41FgwGOa55EKizdMMbD0DPWJl/+u3liHKCW2jFb7slHThsaUlI7O38oaZW1Ef36NV/AJH1XLjpF+NIO87flh/jxWvBHNn8vH6c/LWE4eagvr1vxmBqwDLHx/Mb2JDrqyO0+I50jSo2cRhWgCN34dvQuJj6lAiLFms7W8+p8kqmtq7xr3yaZIn5pgGUCW5ZfefvvtCSOp1WpJSEgYmbsMYPrCsA0aMN8CyRXq1KxkUb9E5T7wlao5eO7Xg3s7nFmUVt1Kce7N5KVsZm3hWpbsWoqmRoska6n2wkP2kaddbwGEQpUoZ7PucTbrHqdPdPG+9nEsGgWjgHdnKLyQ5Sfdsp8/S7/nQelunuFp/PiQXTLdu+30NP2bU/J/wrysf2Mz11JW8zvk2Jejjvpq0WLAwJmczfXcRDoZo167FcopCN8BalrXMzP1LXWj5ftqI5hx6oknnujp6+t7cdwH/JfI5XY/9Y4uF155ZIQBazUujLpuHAM5J3gWDZhvhuQKdMKGXqgtRz24aaaJP3M3FRxFkRSqVhwjozyTvB1zwoy4mBJymYVG0VHthYftI8+yLpDztmdY99fjXtALdXp6nTn8ORm4slE1aj16vsBlwVGIUEPuj+unc0YHPny8zIs8xzO4cePHP4LnDDKjXol4EsgkE+H4QfgT5hsIjTwaGhrIyIj+uZjmObKCPGsDY1SvPgKWH4x6TDQJAbPSXqO69bPDngn3Z61kCuG5mT9zD0cZWtsS6cavmBJmiTxmZOcSv/QU5IYaft64laL+VqRAxLM+YG/Dea7zqsFyKM9Wv4eLuo9xe/0m/u00sHTlapKssZzHZ8N5HhYwj4fn4f4s/IL4pgQ6s0d2j12rrMPQ/+fxXeCQAY9pniMrGG8YY9S21QBP/wakLDWNMyCdxkWsuZqO3oWTOMuQP0uaTAzCGODZE+bPg9I79SCDrPNj7FOj21B/rpqgP9dNyJ/VUWLhF1h6LLhinFh6YibE82j+HKrFLEGR28GnzmTXtZ3FjOR3xj7QeBEvv/qW3NPT8/y4TjSF+lQFy21tbU899dRTk1r1NGvWLKqrq8M3StZwM9etgOTDYP1FIEgOjMwqA9D3e+hcA3JzcPdgoJx3JzZTA1LPtaQat3LG6jNw9jnZum0bN9YMMDy6z9SCVQIvXiqo4CjlHKUcFy7KKaeHHgwS9Ent3Kn5Kc+LZ4IF7JuVJrY1bmPrtq3k5mRRVLwejaSmcufP7MaW9BnK9h5Flke/AzNgIIkkvsZ1XMBFEVfiDpbucrX+Bp9sJNZcq47oGDaAGB8aDoeD+vr6PkVRjo/rgP8iNTQ0PPbya2/INJSDlBlmwAAzkt+lrv3MyZ8gyPOv1Dx7oUdBwYOHzWziYR6kl6GZGp1TpxqxVsbQr864JJEcrHXsUuArjYzgOSvA84AC+9zhzylAvRcMEnwmQqOxMhc83qN2R9Oh4wt8CYFAyAKzw4zL4sbsMIeVJy3nCH/mHhxKDz5ZTcwb5PlavhaV5xXKKQjvfsAeslUP5q8H24b7fD46OztJSUmJeEmneY6uIM+rLlY3PPELkGaCdsmkXi8jYSvtPUtweQLpMBH8WUHBi4fNbOZh/kYvQ2VCIwXKw3m+ptPE7RnLeSh5ESX9Lfzp+EZu7thPb+Nx2hwO9rnCaVeAugEvvV0dnNZVyf9r2sGPm7bjFhr+X/Za/hKTx5MOMYJniBwwwxDPLbQEWx1H8+fk2hS6MzpH1LLNIgsrFvV7ajwKDHhM8xxdwXhDkmD+akjOBp8PyjaDOTzVZWbK29S2nTuxE0TxZ5XnD0f4c2gq0dE1R0iuTSHvyBzOls+dGn+OUMhiuD9f2Hcxc7YV4EjuoXJVxTh4Vk84Hn8O1RplLYY+dXDY5YljwJ1CnKVyzEvq8F9PTU1DxyfB86cqWAZ2bdmyxefxRG5HPZqsVis6nY6OjmF35JoZoD8DYh+BhPfVihfSsG91BZDrCCVieKCsyoCkK8So1VOwcB4Zc/K5smEX17XtJ9U7VBNwrVlNqvfjp4O2Ee+1PbAtnvihqQsFYlvimLO1gOq2akpWl5CaFrjDNX9XHSmIf5X8uQuw2WyUlZWNGTBLSOjQU8gSbuH7LGJx2PMLWAhKL+U1ueSnBzrAmb9F1NZpEfT666/Lfr9/etQisnZ9uHWbw3P+TRENOCWujA7HQnz+CeZ9iviIPCuKC6/i5RH+wYdsRAmx1bCczjXlpFalkX4sk8uVK9TOjYoPt6Iw36CORIRqkGevok7rDddgU4diU2RDuS2Q66lFSyYZnDKwktnb8ulP6KNy9dGIhpxDDjFY0LpeVFvJKsqoPA/e+Gl7vx9+cmN4mkBjYyPp6elRUzCmeR5VKs8X3aL+y+eF/VvV9R6TkCRk5mc/yr7am1Bsj4zg2YuXPvr4J//gQz6IzHNoKhFavsyVaNEyIKsteweDh0a9lQdTCvl+9jqUpHScbg9VFRUUHfyQO49v5I7jG8ny9HHn8Y0c3rWdpqYmZpn1PJE0nx9kr+PNuFm4JbUy0PeH8bySoRq60QJmBz08yANs4SO8eFCIwHNfIQn1SbTOHpaQCqxS1qB1/4dxNdmS0oMDHtM8j6qheEMIOP96detfvwvGC0EMpQjFxxzD5YnH6U6K8lIhiuLPKC4Egid5Iro/h6QS1aysYol2CTs276C1u5s9LoXKCKHRWP48WO2l2BjZn7/fCk5Zoa6qjpbSFhIWxNGRq64FGIvnrWyJzvOweGNQOczAghEG7gSgtu0cZqa8zZhNg7XzeOOdWhwOx+Nj7HlS9KkKlhVFkRVFefHll1+eWNu9gObNm8eRI0dG5i4nvK3mjErmyCOmkhlsfwPTFUC0QBmw3aMakdDgFR66kmu4+NRV3Do7iT907eU3jVs51XGcczR9xAgFLVraGbmiuYlG/Pjx+rxkd+WQXp7JvI0LsLXFUrekhuqllbytfxM3bvWDZv0VxL8aTL3Iz88fd8AM6h2jCRMXchHX8Q0SUT/wa5S1OFv+hdcfQ3LsfkALluuDo3Dj0V133dXV3t7+wLgP+C+Soiiyy+V6+pW9x+D1B0cYsCRkMhM3U9+5YfwvavoKpNSM5FnuQ7g/BHzMUfLDDhluxH6dn2OrjpLvm8vhLYfp7+3HKzwc1nzEvelu2vIV/pCikBOYbT8zBmIk0AuF7yUqPJWpPmbp4KlMhTl6BZ+i4FPUrpXD1SOr1TF6fQpNtc0YdprwzHXTlqemTQ035IUs4mLlYnTdX4KeK6DrLJDbgx34IvGs3vj1gGdj+MljfgCSbfD/g7q6OmbOnBn18k7zHF1hPM9YoG78663qDckE1jiEKiVtMQbbeTR0rgnj2YOHSo5xL3fRQPji7UiBMsC5fAYrViQkXDL8v5HjFHglDYUZycyfM5ui4hJ+MmMDt+Zs4Hs5G2jQx3Brzgb2zF/L/EWLScnKId46cjhukOc+P+gxcBpnhKVTRAswFBQ+4D/8i38yQD/eQCE7HTqMipG0fekUFS4lQZMYdj4zZuZSEFI3fAyZvxX8cZrn6AqLN/RG+Mw31RSjxmPQUQ/ma8L2n5X6OpUtF4z+oqP4M+638XoPc7ZyTtjIa1SexXnMmzOfoqIiyg/ux1h7kKY8L39JU8gPaXp6Vow6smwQakA336A+jEL9u8GrNiiJ5s9xTgfPf7iFXpebtWvWcUb8WePm+f0oPJswccGweGNQq5U16FxqyqfXb6S5+xQyEzePfl0BzDfz4MOPeD8pnj9VwTJAW1vbXXfeGVo6fvyKiYnBarXS3DyUSoHQqsCOFQAGAmaH/K3IgbLhs2owLVnw4OZVXuZV8RL3aH/O/qyPOH39PL5xymJusriYdfwwH364ke1bthN/MJG0o+mkVKahc+tIL8+gu8zOpo2b2LV1FynHU3HFOClfd5j6xXV4LOpt4AH200YbfvxqyathOcoTDZhBNfYMMvk2N3ARnyOeOI5U9DEvK3CjZrwQJlA/sbq6moaGhkZFUcaeP/kvVVtb211/efBhF6dcENGAZya/S13bWSjKGB9F7XxI3AW2+0GKHeJZ8avVWxw3Qvc56DtWsJpTOFU5HYhuxPnSXNbOW8vihYspLSvljcrXeVt5i3s1v+Qlzb/4YkIr5XkK781Q+EygeYNe8pNpLWNurPowagaYG1uGzlCNT7jRisCq7Ah6t9PJR9u3Y3c4WLNmDZ9P+kJYm+tBQ15SVsSF/gvVQNkdGBDzboH2ueDZFtZRMpTnc5XPYOh/aNg1KwRNXvCfHR0dWCwWjMbIXjDN89gK8nxxYDS57hB0N028jJx2PiTuBtv9LFi4lMqq4zidTmRkPHh4ndd4iifUAYMQReN5LgUUsgQ9ehyyn61OhZgoH6nTLSrPftSqAMN12AP9srowanie56Cecqitrn2BEebLuSIiz8MDDIDjHOce7qKaqmBaRnV1NQlxCcyJz+fb3MCZnIUWdSS7SClG8deBXDX6NQXUAY8bQJimeR6HwuINIWD159QnnrhdrcseMsuakbCVrr4CBtwR6rOP6c83QfdF6DoWkOjr4lrlOgwYxuB5KXr06K16WlY3sdXwAe9ueZnClh1sTetn20yFi61wRmDZlVdReCFbZstM9VFggC0zZS6LlXEp3jB/lhSFwv42ftS4nas6DvGH+AU4c+ejSJop4RnU1IxBfx7k2YKF2cxBcqj+Ud1yATNS3g6mmkaVsFDdspqqqpqKT4rnT12wrChKxfHjxxsrKyd3PebOnUtFRQV+/4S7Z+Po81FacQnF8yvCA2UpHeIeB8mCHz/NNHOIg8GnD7CPv0l38i/rA8xbCEuWlXDqqadSUlLCWalnc5b1HM4ynI1N2Dgr9hxWzlrFKetOYf269cxbMo/urK6wHLUccrhMuZx0JQ1ZcRNtfmIyAbMGDTp0LFQW0tnahE5vJc4SyPW2DI3CjUf33HNPb0dHx+/GfcB/oRRFqThWVXWsMns5PHffCAPW63pJjt1HfceGyC8gzGC9E5J2gW5peAqR3A/+SugoAucj6jbfwWDAvM6xIaIRW7FxCZeiR481zsqMNTm0e9uZ9+ECkmqTqfZX8rD0Z+6RfkuK+QBmSf0sddHJi7wQfHRj50Ve4C3UBbFmCc4bNhCX7unjG237+GXrDpgxm7wFC9Fr9ZgxcwEXhe2bnJ/EfNt8Duz4G7Lr5fAXkuJBu2BER8lBno2KAPO1YAjJK7R8N7guQVEUysvLmTs3egvlaZ7HVhjPpgCLT/0JLN8b3wsIM1j/FOB5CUgx6HQ6FixYwP59ZQhF8DRPsidQazZU0QKLUJ79+BmQ2lhi6aRqtsLr2UpYQ4ZEDaQGxgNqo2T7lbvVT6hZGlmfNlRXN6llFiWkiDyPFmC4cPEEj/EWb9Dd1019Qz0FBQVBnlewku/yPfKZyypWo+/7VfQ3EnaRLmBwwGOa57EVFm+YbXBpYI3T2/8Avx70Q2tKhFAoyHya8sYvDb3AmP5cFfDnfwY36zoWkujr4kuOK5hVOicCz9Ywnptp5pB0kPa8Vvav38sO21be2vciXXve5OfOo4judrxeLy5NG3/S/CT4aKWJP2l+whOa+9AIH4qzn3MGmriq/RB3Ht/IKf3NPJ40j19lrqTSGD8lPJcrR/AoLvUmAcJ4voXv8RnlfBR/DcjHcXttNHefwszkd8f+jzJ9mb/97SGam5vH+UGYen3qgmWA9vb2X/zhD3/omcyxJpOJ7OxsJtoN0OFwUFpaSnHxMmzpdwRTMkBSy8sFvqRl/LxI5IWYduyUip3oJNWFTQYTM5NnMjtjNvnZ+Rj0BvLS80iPS8ckqa+XjVoNQY+eYpZxs3ILVypfocB9DG3bXHT9947aI30yATOA8EmUH6lj4ZKvQvwbal63dsG4j+/v7+eZZ57p83q9L4z7oP9StbS0/PTe++6XkX0jDBhgTvrzVLWej1/WhR9ouACSa8D8jUAN8JBRf7lfNeD2xeAfVpvSdxDX8c8ilUokFyeHGbFAcBmXB0etZPy8rHmR5nmNVKwqR+vRUrBpAdn7ZiC6JA4o+9EG7vpbGJlLCdBJJ7pAFc9VJojxe1jvqOeXjVv5edd+rs1L5YrT1zEry85RTSkePOjQUcC8YF7bYOpFQdKPsBk2U1Z1s1omEUCTC4nbQUqI2lFSkkygSYO4Z1WetfPVSjhCfV/Nzc3YbDZiYiJHP9M8j19Bnk+/Ut3w2gOgmEF/2ugHBnn++gieU5IsGLS1HK9+gc8pnyd+WJvoaIFyJJ6f5kkelO7iPul2MmMO8FK2n7o5CjfEK5wXo+YbA+yPkN8JUOFRA2WAVVFGlgf3u7cL+v2M4HlQowUYALuVXfxn73sULi5EI4aidz16rFj5ApehQwvu/0R/I6Gy/ACEdZrnCSgs3siaCzMDVS8+fFVdKBmilNgynO4ktYpRkOdvRvHnf0H7opH+DDjrz6F291GWFy9HsQ0NlKk8fzmM55dC4w1JoTurk6Orj1C2dBflxj20tTSwfft2SjeWMWvnbGbsySV73wz0Tj0zy2YRuzWebRu3cfDgQbI8vRw0J3Fb9jr+llJInWEofarCA/+0T57nxUohBRSgd/wA/LXqWpOA9OiJwcocZqOXe0DKpKLpUmanv4gk+RhL/dzIM8++bP8kef5UBss+n+/VV155pd9ut0/q+FmzZmG32+nqGl9hjaFAuRibzRaew2z5H9AuBKHHg4ctfEQX0V93Fnlh0xdjSULi88oXuE35IefIK0jo/QOGlhik7otBrgH3uyNG04ZrMgHzoUOHmD17NkZzAhhOh4Q3g4HFePTII494PB7Pw4qiTLjr4n+bfD7fqy++9nqn/axvwoevjTBgvbafrIRN1LQGRkU1MyDhXYh7AjQp4Sk4igdkO9gvVVMvGDk85nBmUVpxASWzfsM6617/4sAAAMkYSURBVOpgSgbAejaQSmqwVfAWtgR59uv9tOQ3c2TDQezp3STVJRO7KZ4dm3awZ98e6mvrsXTFYOoxYeg1IvwCk92Muc3CkYrD7Ny5k92bPuD2tl1cbejnG6cUcvH6IvqyD3Gn5mc8IR7hDV4LTq3rUdthr2bNUI6y+0XyM15QyyRW3Yws5Y0ZKIdJsqg8J+0Njm7IskxFRQX5+flRD5vmefwK43lQm98cwXVQ4+R5Qdp1VFfXo3S9wXXKN4MBc7RAGUbnuZdenhf/5k7NTzmge40fp/Txzww1PcMtq5UAIsmtDNWx1QqYPYqdv9sPJkkNdgZ5Hh7ojxZgZFfmkBs/C6vlKDgfD3b5HJQePQY0kHw0MHo/ymdAWwC6hSDENM8TUFi8odURTDF66PugXw2aofKeQsC8Ge9xqOV+lNjHAzyH3FEFef4COK4nqj9X3UrJzK+TbXIGUzIA1o3C83B5zB5ycmZQuLiQlWtXItYrNM6vpy23la7sTnw6Hy2zm6kuqmT5qctZsWIFs+fOpSc+Fa80FNgL1Lrj781QuCZOwS9UZCbC82KlkAu4EH33pTBwL7QvVFtTDxvoMwgT6ArpNZbR7VxPZsI4OlbrVvHYE+/icDj+/Eny/KkMlhVF8Tudzt/++te/nlSHFiEEhYWF7N+/f8x0jBGB8qAGA2brD0GKQUHBhZMP2Tjq681mNtIELquQfSzwG9B3rMHQmgH9f1CDY9N1kFwJ8S8zsljMSE0kYG5ra8PtdpOVFejGJfSB3O7xBctOp5Pf/e539q6urj+N64D/cimK4nc4HL/444OPwNYXRxgwQG7q69R3nIZX/xNIOgT69SOrtsgO8JYFaoG/GfFcYYtT9R+E5TBnk81a1qk3c4qCVtFiUSzEM6wxhIDeFAd1S2tYsWE5q1etJi07jT65j4T6RFKq0sg4monerSe5NgVruxWv2cf8+fNZtnY9Xz11FRsKbbxmfYo/a37FB7yPHHBVHz5e4oVgbpsWLacpZ6DrvnIoRxnUgDnGQdnxR5CJG1+gHHz/epXlwPWrr68nJSUFkynyTec0zxNTGM8L1RbrPPS9ALOhdVZ16mBDVJ77wLs7yLNO42TJzPsoLWtA9KgBc4ojNWqgHMqz6s8uNkXx5x1s537N77GLTjQCnMpQlYBIOuYe/F1H5i1bBFwXB8dmK7yYJVNHXRjPl3PFiO+ASAFGWn0GczvmsSjPjbZzJTi+Dt2Xq5/z0JhA6NUbjJifQXI56FZGftPm7wC6aZ4nqLB4Q6uD9ZeB2QqODjh+GMyBKhkBnhNy38ASk8XxhmFBbBjPb0Q81/DiAYMpGdcq1zGb2awbJ8+DGow3fHjpEB24Y9w44wboT+hD1sq4bE58Rl+wc2sozwka+H6iQuMchaez/MSby7hH+i0vS09OiOfF/pBA2f1qYA+XyrN9kOehmwYFHfsOVLC48HREyhHQrWI0OaUbueueBwY+aZ4/lcEygMPh+Nvjjz/eFbZYbwKKiYlh5syZ7N27N7w6Rvg5IgfKg5LM6vQKahmjF3heXXAXRXr0I+7CxpJOmNB4D4BvlzoyYPsrpLSC7U+gzQvUZxzforvxBMwDAwMcOnSIwsLCqOWzxtJdd93lHBgYuE9RFPukXuC/UA6H429PPv9ie3PxRcMMWJXWdApz5q7j4PHzAzVmI9y4CD0IW7AqxIhzRKriEpLDfLVyDdrBpqfKAFLv/2OpV3CDciPXKl9jLgVhXZgGedZqtSQmJNA8q5H6wjrqimqoKanCbXZzfEktjQsacGYNYI4xY9UKqqVD/EO6n1pqIr7PY1RQSw1+/GpOm+IB/bDW35pc8hf/BltsEmV79k8oxShULpeL6upq5syZE3WfaZ4nriDPGwILVrtboOHoUCUG/Tq1sUjMD0fyrCiB2va/DdS2H0rviY+pYmHOP9i9uw5n85vMK11AZ3HHiEDZiJEvcUWQZy//n73zDI+rOBv2PWeLeu/FktzkbhlLtrExxrRACMUQQmiBAOkhCSUhFfKRkDcJIQmQkJcQ0mgJgdASeAMBF4y7JPemYsuyJauXVdt65vtxVutVWdWVJctz+zqXpVNmz2pvjZ4z88yMi9d51beqX39YsRJLLGC0GPc3zVY3hXbQpbEq2uXehvDZVng6VVI7S/JISidHrO/yK9MP+bP4A8eo8PkcRzyXepcP9sc/wEiuTmHusbkszTNjbT7v1EmOt6B+Lrh2GcGXP1okmKZB/PsQ+3yPmXUQ4RD2GRAW5fMI6BFvSB0u8qZh/uH7Rhqc9RKvz98DLYK58+Zz9OhRurq6BvS5x2sEmGXLCJibuY07fD47pYMdbBvU5+54Q0PzLf3eH9VUoaMTocHtMfD3DMmJmZJ7klrZanmNX5ke4g3xGp109qmfB/I5JjqGrJ3ZmJtu8AuU/XC8BS234z9xQFlZGQkJCcTGp3t9/q/X54S+12tJ/PbZUpqamh8db58nbLAspXS3trZ+8zvf+c6IcpcBcnJyMJvNlJf3HUU8aKDc42acmKSJc+W5ZJMd8LQpZOEaQO5+EQJCLoWE7ZBYZMyWoEX0bYUZIgMFzG63m8LCQvLy8gLOCDAYLS0t/OY3v2lpbm5+bEQFnKVIKd01NTVf/dFr6+EfvzYqYKygJUHsyxD3DhlT8nA69f5XogRjhLV5GiRsAhHb41DA6Q7BCJgdGzGjG8GwdILzA+j4BebGpVhqUsjqfI/r5dU8IL/DKrmaCCKYwhSfzybMNNMc8P3VUYsLFwJBNjmD/jze4o1TD55ahPHw0J3z6pejnJs7e0Q5+WAM6tuzZw9z587FYum/10T5PDJ6+ByXYuz800MQ8RWfz5iy+2lN7jKCicbV0PFT+us1S4zez5TED9hWpLNwVhOfjbqzTyPEdVxPCCEIBG7cHKGccgaeLcLfZ6uAowN06O5zQKduVM+XRsL2qZLCaZJL4o7zgvY0vzX9hI/Y6OsxedPPZytWlrCMaUzrU25t7kk0TTB113SW5FkIbT2vzznoVdB4LnQ+3ffBWAijESf0eu8UZXcCAkJvBnTl8wjpEW+E+a3oV1YMHg/Ev+n12XhyMpvNzJ8/n107i5Cek9B4YUCfYZD6GbB4SkE6vPWzA4unmpVyBffLb3GuXN7vIh8jqp8FnBMqyYsu5Rnt1zyt/YKdFPc5/y3eHNTnhTKPK2deSazlXxQfmHFqjEmPN7YEYp+jO9Rsa2ujurr61EDrHj4fgbC78B8A3+K4jT/+8Xl7Q0PDowHf3GliwgbLAHa7/dV33333ZGlp6YjLWLBgAbW1tT0CkGEFymAEy40ryLUf4lZ5K/fK+ylgaZ/c5KlM9Q10GhYizFh8RIQPK284EP0FzFJKiouLycnJIT4+fpASAvPjH/+4raOj40dSyq5R3+hZht1uf3XtR5tOlopY6OqAmD9CUrkxZZ8WgdA08vLyOHDgAC5XgL/k/QTMg1XEhN0B1vMQvumMnNDql29KC8L2JUJqYolo+SKrPNncJ7/F1XKNz+c2bD0m0e9NPfW+4yGEEM3Av1c2bKzjA98KUIgwiHvFqFx75SiPdBBrVVUVFouFlJSUgOcon0eOz+fF1xt/9BIzQWo+n/vM4qO3g+M/xjSArh0By7V1ZXKs/nLmTvkLBw5U+FIyugPmxeQzjWk+N3V0/sWbAcvrZqrfNRpGy1q137YwBN/Xv0iReLyBsFV40EKL+ZX2I/4qfk8VfX/HbLR6fTa6m7tX9wunZw5HSlUqWR055GRZObjr9f4DDAARCSGXB34zItSYuSj6CaORJfJB0KKUz6OgR7wRnQBffgL+XA5EeP829/Q5MT6UyLAGyvfeC67tAcsdvH6+E6wXG2tCAEgXWuNKQmoiibE9yCV6Hg/I73Kt/CQppPou8/d5OPVzqMnNv8XrNBJ4ht7BfPbPUc5N/smpMSb+PluWQPwHhstC4Ha72blzJ3l5eWhaL+99Pj9u+GyeD2g8+rsu6uob7p8IPk/oYFlKKevr67/yta99LfAj0yBomkZBQQEHDx6kubl5+IGybjNGtbq2o7V8kpCaCOJs/8NlngIekN/lGrmGJIylc2eSi2kY8xT7ECEBp4cbKf4BhsfjYf/+/URERJCVlTX4xQE4ceIEL774YlNbW9uzQbzVswYppSwrP3LL99aXGc1WIVcZS7KLU60GoaGhzJw5k7179wYuyC9gtnXNHbgiNuVC9G9OtfDp7dD2gx7LuvfA/hLW+llY6mYSo0ufz/0truNPA/W+EdwePENqXd7CZtppNypxIUBEBBzMN9yA2W63U1payvz58wOeo3weHT18/t89cNejYIrp4bNxosfwznY3tFwHsq3/AukZWExL+Q/zpvyVHTtO+Ab9zSSXK7gSq7elzYGDD/hvj2WDA+FfP1eLSt61/LnHZhONvq//Y3qRCJPhmUlzcUSU4epnsJY//j4LBFas3MCNvuPpFRnMr1jI8nwr8xI+1n+AAUaqVcImMM8YwvoAkWBeCFq88nmU9Ig3QiLg0s8aucuW/nzuANvdzEu+ntqWedS2nNNvmYMGyqZZEP1k4Pq587dY67KwNBSw0NnC5+UX+Iq8m4XkkcvsEdXP+gjqZ3+fF8pFfXKUewzKllqfQFlKyc6dO8nJySE2Njbwi3b7nLiNEx1/5q1/f9DV3Nz8zKA3exqY0MEygMfjWbdz584db7zxxvAnTvYSEhLC0qVLKS4uZvv27UMPlMH4sMNug6Qj3iliIqHzl4TUZWJtOI9Fzi6+KL/El+RXfEHzRCE3N5eoqCg2bNiAy+Vi7ty5Iy5LSsktt9zS1NTUdJeUcpi5JopuPB7Pul2HSje/8dF2HVP/q55lZGT4VpsLiAjF1pVMUcVj5E//Q/8VMVaI/5ffBPm60cXb+dvBb1Q/ieatwHV0qqka8PQuuvB0d3FjZTrTBzy/u9zXeNW38pPx0KgFHMw31IDZ4/FQWFjI/PnzA6ZfKJ+Dg8/nnSW6b95lf/QO8JR655r964Bl9RdYJEbvJy/ndxQVV9FQ/i63ytt8f/Sl9CClZDe7Br1PEyZf/ayjc5QjHKG8x+bA4fv6EAd9PluG5fMrPp/NmMkkk3Ody5lRlMvChkWcu9hCaOtKoJ8AA4YXKHcjTEgRoXwOAr544623PIT3EyP45rY/B7r+iqZ5KJj+GAdP3EpbV3qPUwcNlAmB+LeGVj+792BquhhrTTSp7X/lKv1iEqWxMp6OTtUw6mfD5xmD/iwC+XxNn8F8Bj6fj/4YPfa/vkAZoKSkhPDw8KE11gkTkjDu/Mpf7SUl5VdNFJ8nfLAMUFdXd+tXvvKVhsbGES3sBxj5umDMlDGsBUuEZrT+madC1C8gpRai/2DMSewuxNR0AdaaWNLtHyL0AHMRjRNSStxuN5qm4Xa7Aw50HAp//OMfnYcPH/4/p9M5xAk/FYEoO3JkzVe+end9IJ+FECxatIjKykoCnWP0kOwlv2AJ0VNe6ZPDDBhdWlrGqQGissuokEOvYcApqMBIC/LmSzpxUkc/awf3onuKIw2NaUOojCOJYrqcgSY1kAOMtvJjsIC5O085PT2dpKR+VtryonwOHgF91jug649Qn2cEzAMwUGARF1nOeXO+R2uLg+3bNuPoMlwRONH0eu6XD/BJ+akeS/T2JoMM32CpsfIZjNXMDnLAF2A01TQTuimc5anLWbpQENLSM0e5R8BM7PADZS/K5+ARMN7QO6DrT9657U/5HGJpY/G0Jykqvx+n23hgHDxQBqJ/3bd+brkNBphEAJzQ/l1Cmq7G7J1m0ImT+iH5bHTQGz4P/vAHfX22EoIFN3gq+z0/N/s40YlXUbyrFN0bb1RXV9Pc3Dysxro//vGPzj179v/T6XRNGJ/PiGBZSlnf0tLy9TvvvHNE6RjdqRdLlixh+fLl7N69O/AgqoHQIo3cpfDbTw3IC70B8IBrL6Yg5BsHC13X2b17Nx6PhwsuuICYmJgRDZICo7v6Bz/4QX1tbe2XBj9bMRhD8dlkMlFQUMCePXvo7OzscaxnKlFi/4P+Qj5h9Ij4z2mrRRgzrsT82Xjoi/x/xuqU/WFd1eMP9mDdfNBz0ZJIIgmj/6nacsjhFvkZ7pX3s9Kdjtn2LYZTFQ0UMB85cgQhBFOnTg14vfI5uPTxWTpBb4aWT4LtG/Q316w/QwksLOEXk7f4GqZOm8nWrVuprCxHdv7d20V9DvMd9dwl7+Ju+XXyWORrfe4mh6k99gXT5968w7+xO7soKiri+PHjLF+xnKlpaZibLun3/Nz014iOqKH4+Kvo2rRhB8rK5+DSb/0s3d4ZL35Kfz5Hhx9jTuaLbCv5Pk3tMwYPlHvXz7IL7P8YMPe5B9YLRlA/n0q9G67Peo8APtTbIt5rTkVv6kVu7nxf/VxTU0NZWRn5+flDnn1rovp8RgTLAJ2dnf/YunXr9tdff31YTfK9c5TDw8NZvnw5ZWVllJWVjay1VViMEZyWxRDzB0ipg4iv9c3VGyccDgdbtmwhKiqKBQsWIIQY8SApKSU33XRTU319/WeklCOa91rRl6H4HBYWRl5eHoWFhb4Bf/3m3Pce9KelGQtA+AfK3QhhDKTQ4iHiAWMEcty/jcrXn5BP+Hy2YKHRO0/nQJyk2tcC4cbVIy8uhBCWyXO5T36TW+QtzLTvxdJ8PRb3Hoj+nx7zcA6F/nyuq6ujpqaGhQsXBqyYlc9jQ2dn5z+2bdu24/XXXpK4tnvnmn130OuG1ALn53NycjIrV66kqbGR7YXH6HLGgXs/puaPYa2JIrn9D1ypr+bb8ntcLq/wDQqcSa4vWA6GzwNhrQlh/aYNJKQmsGTJEsJCwjBjgpjf93+BiCZ3wXeJjk2jeOcBVT9PAPrUz8IMWiwkbg/YwJASW0x6/EY2H/oxeTlPDcnnU1ih44mh32DIFcOun2s46eeze8g+d9HF//GObzEpI1UusafPvXKUc3Nz0TSN4uJili5dGjAdrjcT2eczJliGU90jJ04EkLAXgQbzhYSEsHz5cjo6OnwD4EaMFm38EmkTI1+5tbWVzZs3M3PmTKZPn94jaBhJwPzEE0/YS0tL3/Z4POvG6p7PVobic3x8PDNmzGD79u00NzcHHpzqHzDHvQ5DaTXQwozrQj4Ocf+C5GMQfrcRcFvzfafZsZ/KKx6ABup9Xd1WQpjKNJJJYY28jgfkd7hEP4fYtp8R0vo1NMtC4w9G6PXGTBj9BfaD4O9zfX09Bw8epKCgoO9Iaz+Uz2NHbW3tLQ8++LDnROkToA/eczekQBkN4v6Jv88Wk4NFU3/L1JQ32FbyIPsrb6fLGQ+4of1BQmqTCWm6gqXuUO6W3+BOeRfpnFosZTQ+B0RCTF0s52zJZ+nxZVy4fDVTUiN8q0iihUPItd6eSD/8cpRzc+eq+nkC0ad+FhbQUgIGzLauTCobLmVO5vPsr7zLl5LRk74+G7ghcYsRcIZchv/0af2WMYL6uZ46P5+tQ07FANhJMU00+aZK7OFzr0AZoKamhvb2dnJycti3b9+k8PmMCpallA319fXXX3bZZU29u6Z7M9isF5p3mq6EhAQ2btw45KWxAzLEhUPGiu4lfXfv3s2SJUtITu4/eB9OwPzBBx/o//M//1NWW1v7+bG457OdofrcnX+7adMmFi1aFHhwanfAbJ4D2tCXXPfl5ZuyIOqnkFJz6o88DKnVAoyuwO7R2Roay+QyviC/SJ7ThqX5RkLsbxhTXEU/DuZZw1pwJxC5ubmYzWZ27NjBkiVLCAkJ3LujfB5bpJQNhw6Xr/7U547KTnnTgOcOLVAGIr4D5gU9fRYRYJpBclwtq+Z9k5iIcnaUPkBx+ddpbp+BlIBzLeaGAiw1yWTbd4F+qudipD7PoO/CNsKtkVE5haUfLueCqgtZNXcJ58/ZTmRzMqamiwC/XHwtAmKeBVOO9+K+g/lU/Txx6Ld+DhAw+/s8PfUdctNfZfOhh/sM+uvXZ/AObg4D64UQ+wokVxvLx/svPNONeWGPFR6H7nNDL5+HlocPIJG8xis9F2XTIozpT3vNenHkyBHKyso499xzmTt36A+AE93nMypYBnC73Zuqq6u/f+ONN7aMeGU+P3JycliyZAkHDx5k//79o2tlHidsNhubNm1CSsnKlSuJjBx4QZOhVMhHjhzhM5/5TE19ff2lUg5x9JVi2AzV56qqKnJzcweegxlOzVc5UrRIo+L2zoQhkVRTPaRLbdh6LIuqoWNt+TwmEQJxL0L4541ytaiR318v6uvraWlpITs7mwMHAndhK59PD263e1NZ2bG777rPjgy9td9zhhwoW5ZB1Pf7LmwihBFIJB9Fi3+LzDQT58/9DllJaymvuZoN+x+j9OQa7M44oAXh3IDF21I3Gp/jifMuFQ+RjVHM37WQFRvP4/zOVVywOJ2C7IdJ6MyCtm8BdnDvg84/gO73ICzCIO5NIwgKMJhP1c8Th37r514Bc38+p8QWeQf9ffPUtHKBfPZHCG/DRaoxpiTlhLHIj2XpqXOsq8A7v/LwfG7t4XNct89DpJZaiij0zb1s3G+oL1DuHifV2trK8uXLsVqNsieLz2I0MySMJykpKX/66le/esNDDz3Uo/922PMoe+l+Ijp+/Di5ubmkpaWNeDnoQKxfv57Vq1cHrTyn00lpaSmNjY3k5eURE9P/VGSBKCkpwWazsXjx4h5d121tbeTn5zeWlpZ+TErZd3kfRdAZqs/V1dWUlZVRUFBAeHh4oOKChhMnBzlAOWV9jmnrTeirez5cXs4VpxZi0G3G/yIq6POIAxw/fpyjR4+ybNkyQkJClM8TiJycnBe++IXbbvnuVyqg63nf/iEHyiIakg4bQclA7kgdZAfIZmj/BXQ9h8vloarpPKoaz8fliSAyegYx8bOJjY0lPDaM9y3vU0TfRVFmr5/HodX7e+z7uryX0I5QWltbaWhpoLylHLPTREpMClOmZJASvh5T+zdBDzAbgYiA5ArQEk/t0zsAt7c1MfBgPuXzxKHf+lm6sLVWULTjXfKn/7xfnx2uKArLv0VK7H6mL/g1wpQ6/LpQeowBgHo1tP/cWNY8ZDVg1M//x9sUUdjnsv58/gb3kYCxrLSdLl7mb4OufOmPFSv38k0i6Jk253A4KCwsJDU1lWnTpvUbO53pPp+xwbIQwpyUlLT56aefPue6664zw8gDZX+6urp8H+qcOXNITEwc/KIhEqxg2e12c/ToUU6cOMG0adPIysoacWDfW2C3281ll13WUlhY+LXW1tYXRn2ziiExHJ+bmprYvXs3CxcuJCEhYUzvy4PHl+fWm83rN7Ni9Yoe+7onrx9LpJQcOHCAjo4OFi9ejNl8apYD5fPEQAhhzszMLHzy8Z/nXXvxf6Dr+aEHymDk3YdcZrTEDhW93Ugp6voHdPwK3HuRUqMt4gStNjctLS00tTbR4K7HFmHDGe5E13SkSUfXJMnlKTTk1KN5NDSPRpgtnCRnEvER8cTExBAdG01sTCwmSy3Wtv+Brj8Mfk+Wc41FgcxzjTzPbqQcUtCkfJ4YBK6fC8k/ZwrRjgsCLvSk6yb2179Ke1cieXmLR9fIobd5H7KMOraLLl7ieY7Rd07+/oLlm7iFORhTuHnw8BEb+YD/DusW5jCXT/IpXz1fXV3N4cOHmTdvXsD0z27OZJ/P2GAZQAgRl5SUtPW5556bsWLFCm20gbI/7e3tHDx4EJfLxbRp00hJSRl1S/Nog2Wn00lFRQVVVVVMmTKFqVOnYjKNPle6W+C8vDw+9alPtW7atOnJ+vr6h0ZdsGJYDMfnrq4uCgsLycrKIjs7exzuNvg9JUPB5XJRVFREbGwss2bNGrAFQ/k8vggh4jIyMor/+IencpYvfI+iAzOHFiiHfbbnqpPDRbqM2VU8ZdD1AkT+0FeWGzePyZ/jadex2q0Ij0DTjeA47WAGJxZUIjWJbtKxR3VxXsj5rObCUyuzunZDw6JB3ng4hN4Mkd8GLdUI+EeRm698nhgErJ+jwowBrQ1L+w+YvT43NNnZt28fU6dOHVUDlz9u3DzGz+mk75iX/oLlC7iwh8/VVPM0Tw37de/gLlIdaezbsw9N01iwYIEv7WIwzlSfz7icZX+klM319fXn3X777ZXPPvts0AJlgMjISJYsWcKCBQuoq6tj/fr1lJSU0NV1epcol1LS0NBAUVERmzdvxmKxcP755zNjxoygBMpg5BRFRkZy3XXXOTdv3vzsmSDuZGQ4PoeFhbFixQoaGhooLi4eOI95ktDY2MimTZvIyspi9uzZAf/YKJ8nBlLK5qqqqiWf+8LdVc/+fRr5c0sHD5RNuRD925EHyuDNKY0AS54xoNQPHQ+dohNHlJ22JBu21FZa0ptpmtKIx+qhNa0FW0or7YltuEPc1FPXc6YB82wI1HNimgXR/wvJdRD9KyMfOUiDWJXP40/A+nmgWTL8fE5MTGTlypW0traydetWbDbbqO9Jx9NvoByI3j4nk3zqQXCoSHj/2Pts2byFzMxM8vPzhxwow5nr8yDLeE18pJQNQohzf/7zn2+dO3du1uWXXx7UB4CoqCgWLlyI2+2mqqrKN9VccnIyqampxMTEBD232e12U19fT01NDc3NzcTFxTF16lTi4uKC/lrdr/fggw+2FhYWPl9fX/+toL+AYsgMx2eTycTixYupqqrio48+Yu7cuaSkpJzO2z0teDweDh48SGtrK0uWLCEiYuBp5pTPEwevz/m/fvzxonlzf5tx2fK2HjnMPbH2XP43GPQa7NrM8Na1qqce4T+Nl7Qbq1u6Nnt3mCH0aoj4NljmG9+L4KYhKZ8nDgHrZ/+A2dfC3Ndns9nMwoULaWpqYu/evYSFhTF79uwRp2Y0jdJnN24yyKCS/lfk64GEmJpY0krSaUu0wXk6CdbhpwGeqT6f8cEygJSyVgix5Lbbbtv09NNPT+vOKQomZrOZ7OxssrOzcblc1NXVUV5ejs1mIzQ0lNjYWGJjY4mOjiYsLGzAuV797hu3201HRwetra20tLTQ2tqKlJKkpCSys7NZtGjRmATI3djtdq6//vrWbdu2PVVfX//9MXshxZAZjs9CCDIzM0lMTGT37t1UV1czf/78IU8CP9Fpampiz549ZGdnM2/evEF/F5TPEw+vz4vu+vxXd/zmiUdzrr2Y/gPm6F+Cljmm03D6r8o3FJpo7LkaoAg1ZiPwHIXwL0PE3YBpzAaxKp8nHgHr594Bc+T3AvocHx/PihUrqKurY8eOHb759MPChpGjD9SO0mczZrKZOnCwLCGqPpq0knTskXYql1YwK2w2C2UeSO8JQ3T/TPb5jM5Z7o0QIi45Ofk/X/nKV+Y/9NBD4WMZZHYjpcRut9PS0kJLSws2mw273e5bGdBqtWIymRBCUF9fT0JCAi6XyzdFncViISwsjNjYWGJiYoiJiekxYGksOXnyJJdffnnTiRMnHmlsbPz1aXlRxZAZrs9SSqqqqigtLQ1qTnsgxjJnuXvMgMfjYcGCBYO2JoPyeaIjhIjLzMxc++UvfXbRd79SgbD7jecJ+bgxv+wIFqcZKm7cvM97bGZTv8f7y/EE+BbfJgq/Fmq9zVjRDYY3AHGYKJ8nNgHrZ+kCvcXIXR+Cz1JKqqurOXLkCKGhoeTk5JCYmDhow0CwfD5GBX+k72BVzWUi4UQCCceS6IztwDHdTn5kAYtZjJQthHQ8Bc6txmDcIbzPM93nSdGy3I2UslkIcd7vfve7Z4qKiq79+9//HjvW02sJIQgLCyMsLIy0tJ75SlJKnE4nuq6j6zrbtm0jLy8Pi8Vy2gLiQBQWFrJmzZq6urq6m5xO59pxvRlFvwzX5+5W5tTUVI4ePcqHH3446tlSTjcjnY1G+Tzx8fq85Jk/PP+XvXsX3/LHX91EuPibMQgu9qUxDZQBXLiop37Y1zXQ0DNYDuI84YFQPk98AtbPwgJa3KkHqkEQQpCRkUFGRgbNzc1UVFSwf/9+UlJSSE1NJTY2tt/62x0kn9PJQCCQSDSXRnR9DLEn4whrC6M5swmWSz5m/RhppCFcOzHbLgHXR6cKdPwHQq/0Lb/dH5PB50kVLANIKd3AnXFxcTuWLFnyyLvvvhufmZk5LvcihOixopimacPuZhkLXnzxRde9995bWV9f/zEp5ZHxvh9FYEbis9lsZubMmWRnZ1NaWsqGDRvIzs5mypQp4/6QFoi2tjaOHDlCc3Mzubm5LFy4cMgBvvL5zMHr861JSUlbLv5k9m9eefZ6kTnzHqMVbowxYRpRcFFNNdnk9FjQYSxRPp85BKyfhxgo9yYuLo64uDhcLhf19fUcOXIEm81GXFwcycnJxMXFERoaihACLQg+67pOS1sz0xpnIGoFZqcZW3IrbdNsZMdkcY24Bg03IZ0vIWzfAfoZlGj7qneax/6D5cni88T8yxkEmpub/9dsNu9ZsmTJq0899VTiWOQxn2m0t7fzta99rfWdd94prq+vv0ZK2Tbe96QYGiPx2Wq1Mm/ePJxOJ8eOHWPjxo0kJCSQk5MTtFljRoOu65w8eZJjx44hhGDq1KnDCpKVz2cu9fX1T5nN5l2X39C2/kc/Oma67pPnjXnXhwkTrbQM+7o6anHhIoTALWfBQPl85hLseMNisZCenk56ejq6rtPc3ExdXR3Hjh3DbrcTGhpKTGwMsRGxRIZG4Ql14wn1oFt0usfvmTGTSBLoYHKYMHWZMTlMtNnb2GXbRXtrO7quExkVSXx8PLvzdpIWnsZquZrpzATPESxtd4H95YHuFKwXgGwFGWK0qnuZbD6PS86yEGIK8ByQgpEi/oyU8gkhxC+AqwAnUA7cIaVsEULkAAeBw94itkopv+QtazXwGLBWSvlAP6+VmJKS8vyyZcuW/elPf4ob60UcBmI85qXtZu3atfKzn/1sg81me6i1tfX3stcHL4QIBT4EQjAeol6VUv5QCHE3cA8wHUiSUjZ4z18NvAkc9RbxmpTyR95jNwIPAM9JKR8f6/c23pwpPkspqa2t9VW4ycnJpKSkjHiWlZH43D04tqamBpvNRkpKCllZWYMu0d4b5fPYcbp9Tk1NfWHp0qVLx7p+bqKJx/llwOOBcjwzmcJtfJZQgjhLRy+Uz2PHmVI/D5XucVL1zfV0dnbgcDhw2B047E7cflOItrd1EBkVgRACa4iVkNAQYwsJIToqnITYVF9PY4NswIRGOKFY7P+HZrsP9AEG/WlTIPyrEPFFQOsz68yk9FlKedo3IA1Y7P06CigB5gIfA8ze/T8Hfu79OgfYF6Csl4Ew4JfA7ECvGR4e/qm0tLSa1157zS3HiXXr1p3212xra5N33HFHS3Jy8hZgigz8mQgg0vu1BdgGnAuc4/35VwCJfuevBv4doKw3ABPw9+4yJ/N2JvrscrlkVVWVLCoqkmvXrpXFxcWyoqJCtrS0SI/HM6QyhuKzw+GQtbW18vDhw3LTpk1yw4YN8uDBg7K5uVnquj7s+1Y+K59HyiF5UD4ovxdwe3Hdi/3u/4n8kXTLsbkt5bPyecR0/VvKagJu6957rP9jJ2Ok1B09inLpTilb7huwPFktpGy4VEr7f6XUO6XUu/rc0mT2eVxSE6SUJ4GT3q/bhBAHgQwp5Xt+p20Frh9CcRrG06IOBGwe6+joeEUIse7LX/7yC7///e+X/uY3v4mbOXPmyN/EBEfXdV5++WXPt7/97abW1tYf2my2p6XXrP7wHmv3fmvxblJKuRMYbstj98mSAT6TycKZ6LPZbPZ180kpaW5uprm52TcdoqZpvmkQQ0JCCA0NJTQ0lJCQEIQQCCHQdZ2uri48Hg8OhwO73e7bOjo66OjowGq1EhMTQ2xsLOecc86Ic/aVz6ePM9HnwdDRqaZqRNfasePCNfzFGwa6H+XzaWMy+ox0g6twhNe2guzsMR+4WTrB8a/+zxdxEH4HRNzvnSIxwlhW3o+zwedxz+P1dnmcg/Fk4c+dGE9x3UwVQuzEyDD/gZRyo3f/s8BmYJ2U8uBAryWNJv3LhRAXnn/++b+77LLL0n72s5/F9J7F4kznvffek9/4xjcam5ub36mtrX1ASlk7lOuEECagCJgBPCWl7P2Z9Ga5EGI3UA18U0rZ3Yf5GlAIvCDP8Dyl4XIm+iyEID4+nvj4eN8+t9tNW1ubL/htbm42uvscDqSUvkB59+7dmEwmXyAdGhpKVFQU2dnZREREBGUWDuXz+HEm+twfTpwjGgzVTRONpJMx6vsA5fN4Mll8RjqN5dQj7g18zuFCSGnt/1ifAbXSmD+8q/TULku+ESCHrgGpB5yt5qzxeayarIeyAZEYP6zreu3/PvA6p3KqQ4AE79f5wHEgepSvLUJDQ69PTk4+dt9997U1NzfLsWas0zC2b98uly5d2pCamvo2ME2O/GcTC6wD5vvtq6Bnt0g0p7pRrgBKR/p6k2VTPgcX5bPyOVg+2/VOWa/XySr9RMDtvXXvBTzWqXeO6vWlVD6P9zaZfB4Kw6qfdV3Kzn9IWR0qZfPtUroOSOlpl1J3BbzkbPN5PMW1AO8C9/Xa/1lgCxA+wLXrgYIg3Yc5Ojr6KykpKSc+97nPtZSUlASUY7SMRXDhdrvl66+/7snPz69PS0v7CMiTwfm5PITx9NavvP2cP+Dxyb4pn4OD8nlibJPOZ90pZcu3jLzMANu6958PfLzzFSk9ww+Ylc8TY5t0Pg+BYdfPeqeUHpuxBeBs9nm8xBUYo1Mf77X/cuAAxihI//1JgMn79TSgCogP8j2ZzGbzNWlpaTuXLVtW9/LLL3scjp5J8KMlmMHF8ePH5YMPPtiRkZFRl5qa+hdghhzd+08CYr1fhwEbgSv9jveQE0jl1JP4UqCy+/uzbVM+jx7l88TZJqXPusMImAfY1q1bO8Bxt5SetiG/nPJ54myT0uchMPxgOfCAa+Xz+AXLKzGSsfcAu7zbFUAZRpdH976nved/Etjv3VcMXDXG9zczOTn5dykpKTXXXntt/SuvvKLbbIGftobKaIOLkpIS+bOf/cyel5dXl5aWdiAsLOwuIKK/9zDcDVgI7PR+JvuAh7z7vw6cANwYuULPevff7f1MdmMMjlgRjPs4Ezfl88hQPk/MTfk8MpTPE3NTPo8M5XPPbVzmWT5TEEJoQEFSUtJNJpNpTVZWVsQtt9wSe+GFF1rmzJkz7NXQhjsvbUtLC0VFRbz55pu2f/3rXw6Xy1Xe2Nj4F7vd/pY0RvgqFENG+ayYTCifFZMJ5fPEZtxnw5jISCl1YLt3u1cIkb1///5r4+PjP+5yuebExsaGLlu2zHT++efHLlq0SMvIyCApKQmTaXhTDHV1dXHy5EmOHj3Ktm3b7B9++GHbgQMHpNvtbtI0bXtVVdWrwAdSys4xeJuKswTls2IyoXxWTCaUzxMb1bI8CoQQUcCiyMjIc+Pi4lbqup7p8XgSTSaTNTQ01JSWlqbHxsZqFosFs9ks2tvbI61Wa5t3oQYaGxuF2+126breabFYajweT+nJkyfXSimLgBIppWe836Pi7EH5rJhMKJ8Vkwnl8/iiguUxQghhwVheMwqjBd+CMZG5CyMfpx5oluoDUJwBKJ8Vkwnls2IyoXwee1SwrFAoFAqFQqFQBEAb/BSFQqFQKBQKheLsRAXLCoVCoVAoFApFAFSwrFAoFAqFQqFQBEAFywqFQqFQKBQKRQBUsKxQKBQKhUKhUARABcsKhUKhUCgUCkUAVLCsUCgUCoVCoVAEQAXLCoVCoVAoFApFAFSwPAqEEFOEEOuEEAeEEPuFEN/w7n9ZCLHLu1UIIXb5XfNdIUSZEOKwEOIyv/03CiGKhRD3nP53olAonxWTC+WzYjKhfB5fzON9A2c4buB+KWWxd932IiHEf6WUn+4+QQjxS6DV+/Vc4EZgHpAOvC+EyPWuyX4jsAR4UQgRKaVsP91vRnHWo3xWTCaUz4rJhPJ5HFEty6NASnlSSlns/boNOAhkdB8XQgjgBuBv3l3XAH+XUjqklEeBMmBp9+ndxfp9rVCcNpTPismE8lkxmVA+jy8qWA4SQogc4Bxgm9/u84FaKWWp9/sM4Ljf8ROckv01oBAo9P4iKBTjhvJZMZlQPismE8rn049KwwgCQohI4J/APVJKm9+hmzj1lDcgUsq/An8dg9tTKIaF8lkxmVA+KyYTyufxQQXLo0QIYcEQ90Up5Wt++83AdUC+3+lVwBS/7zO9+xSKCYHyWTGZUD4rJhPK5/FDpWGMAm+O0B+Bg1LKX/U6fAlwSEp5wm/fW8CNQogQIcRUYCaw/fTcrUIxMMpnxWRC+ayYTCifxxfVsjw6zgM+A+z1m67le1LKdzBGm/boEpFS7hdC/AM4gDGy9avekakKxURA+ayYTCifFZMJ5fM4IqSU430PCoVCoVAoFArFhESlYSgUCoVCoVAoFAFQwbJCoVAoFAqFQhEAFSwrFAqFQqFQKBQBUMGyQqFQKBQKhUIRABUsKxQKhUKhUCgUAVDBskKhUCgUCoVCEQAVLCsUCoVCoVAoFAFQwbJCoVAoFAqFQhEAFSwrFAqFQqFQKBQBUMGyQqFQKBQKhUIRABUsKxQKhUKhUCgUAVDBskKhUCgUCoVCEQAVLCsUCoVCoVAoFAFQwfIwEELcLYQoFEI4hBB/6XUsXAjxOyFEgxCiVQjx4QDlCCHEz4UQjd7t50II4Xd8kRCiSAjR6f1/0di9K8XZSiCfhRC3CCHa/bZOIYQUQuQHKEf5rBh3BqmfbxBCHBRCtAkhDggh1gxS1r1CiBohhE0I8SchRIjfsRwhxDqvz4eEEJeMzTtSnM0M4vPnhBBl3vr5P0KI9AHKUfVzEFDB8vCoBh4B/tTPsWeAeGCO9/97ByjnC8AaIA9YCFwFfBFACGEF3gReAOKAvwJvevcrFMGkX5+llC9KKSO7N+ArwBGgOEA5ymfFRKBfn4UQGRj+3QdEA98CXhJCJPdXiBDiMuA7wMVANjANeNjvlL8BO4EE4PvAq0KIpKC+E4UisM+rgf8BrsGINY5iOBkIVT8HARUsDwMp5WtSyjeARv/9QojZwNXAF6SU9VJKj5SyaICibgd+KaU8IaWsAn4JfNZ7bDVgBh6XUjqklE8CArgoqG9GcdYTyOd+uB14TkopBziufFaMKwP4nAm0SCn/Txq8DXQA0wMUdTvwRynlfillM/BjvD4LIXKBxcAPpZRdUsp/AnuBTwb9DSnOagbw+UrgFa+fTgw/VwkhBvJZ1c+jRAXLwWEpcAx42JuGsVcI4as8hRA3CyH2+J0/D9jt9/1u777uY3t6BSZ7/I4rFKcNIUQ2sAp4zm+f8llxJlEIHBRCXC2EMHlTMBwYHiKEWCmEaPE7vz+fU4QQCd5jR6SUbb2OK58VpxPRz9fzQdXPY4UKloNDJoaorUA6cDfwVyHEHAAp5UtSyoV+50d6z+2mFYj05hH1PtZ9PGqM7l2hGIjbgI1SyqPdO5TPijMJKaUH42HvJYwg+SXgi1LKDu/xj6SUsX6X9OczGM4qnxXjzX+AG4QQC4UQYcBDgATCQdXPY4UKloNDF+ACHpFSOqWUG4B1wMcCnN+OkTvXTTTQ7n26632s+3gbCsXp5zaMPLaBUD4rJizeAXiPYnQ5W4ELgGcHGMjUn89gOKt8VowrUsr3gR8C/wQqvFsbcCLAJap+DgIqWA4Oe/rZFyi/E2A/RrJ9N3nefd3HFvqPVsVIyt+PQnEaEUKch9FT8uogpyqfFROZRcCHUspCKaUupdwBbAMCzWLRn8+1UspG77FpQoioXseVz4rThpTyKSnlTCllCkbQbAb2BThd1c9BQAXLw0AIYRZChAImwCSECBVCmIEPgUrgu95zzgMuBN4NUNRzwH1CiAzvlC/3A3/xHlsPeICvCyFChBB3e/evHZM3pThrGcDnbm4H/tkrP7M/lM+KcWcAn3cA53e3JAshzgHOp/9GDjB8vksIMVcIEQv8AK/PUsoSYBfwQ2/512IEF/8cq/elODsJ5LP3//neKeGyMGbiesI7GLU/VP0cDKSUahviBvw/jBZj/+3/eY/NA7ZgjLI+AFzrd90twH6/7wVGt2CTd3sUEH7HzwGKMNI7ioFzxvu9q23ybYP4HAq0ABf3c53yWW0TbhvE57uBMozu5SPA/X7XnY/RLe1f1n1ALWAD/gyE+B3LwQgyuoDDwCXj/d7VNvm2QD4DsRgPeh1ADfBTwOR3naqfx2AT3h+WQqFQKBQKhUKh6IVKw1AoFAqFQqFQKAKggmWFQqFQKBQKhSIAKlhWKBQKhUKhUCgCoIJlhUKhUCgUCoUiACpYVigUCoVCoVAoAqCC5SAjhPiGEGKfEGK/EOIe7754IcR/hRCl3v/jvPs1IcRzQojNQgi1FrtiwqF8VkwmlM+KyYTy+fShguUgIoSYD3weWIqxSs6VQogZwHeAD6SUM4EPvN+DsRz2NuBajInCFYoJg/JZMZlQPismE8rn04sKloPLHGCblLJTSukGNgDXAdcAf/We81dgjfdrE6B7N4FCMbFQPismE8pnxWRC+XwaUcFycNmHsaxqghAiHLgCmAKkSClPes+pAVK8X78LXAC8BfzqdN+sQjEIymfFZEL5rJhMKJ9PI+bxvoHJhJTyoBDi58B7GEtR7sJYd93/HCmEkN6v3cCNp/s+FYqhoHxWTCaUz4rJhPL59KJaloOMlPKPUsp8KeUqoBkoAWqFEGkA3v/rxvMeFYqhonxWTCaUz4rJhPL59KGC5SAjhEj2/p+FkT/0Eka3x+3eU24H3hyfu1MohofyWTGZUD4rJhPK59OHkFKO9z1MKoQQG4EEwAXcJ6X8QAiRAPwDyAKOATdIKZvG8TYViiGhfFZMJpTPismE8vn0oYJlhUKhUCgUCoUiACoNQ6FQKBQKhUKhCIAKlhUKhUKhUCgUigCoYFmhUCgUCoVCoQiACpYVCoVCoVAoFIoAqGBZoVAoFAqFQqEIgAqWFQqFQqFQKBSKAKhgWaFQKBQKhUKhCIAKlhUKhUKhUCgUigCYx/sGJgNCiChgLpBusVgy4uPjZ1qt1hwpZYbH44mSUpqllCZAaprmBlxms7lBSnm8s7OzvKmp6QhwEmO1nVIppWcc347iLEf5rJhMKJ8Vkwnl8/igVvAbJkKISCA/MjJyeWxs7IVut3tubGxsyDnnnCOmT58elpWVFZ6eni7S09NJS0sjJiYGs9mMyWRi8+bNLFmyBKfTSX19PdXV1Zw8eZKqqipXRUVF58GDBx0HDx7E7XY3CyG2nTx58gMpZRFwUEqpj/d7V0w+lM+KyYTyWTGZUD5PHFSwPASEENkRERHXxcTEfCY8PDxz1apVpvPPPz8uPz9fzJkzB7N5aA3069evZ/Xq1YOe19LSws6dO9m2bZtj/fr1tt27d+smk+mjqqqqvwAfSCm7RvWGFGc1ymfFZEL5rJhMKJ8nJipYDoAQYmZSUtKXTCbTdVlZWRG33HJL7Jo1ayxZWVkjLnOo8vbG7XazZcsWXnnlFdtbb73lcLvd5Y2NjX+w2+1/l1J2jviGFGcNymfFZEL5rJhMKJ/PAKSUp30D/gTUAfv89v0Y2APsAt4D0r37VwOt3v27gIf8rrkRKAbuCdJ9WUJCQm5KS0vbvXTp0vqXXnpJb21tlcFi3bp1QSnn8OHD8gc/+EF7RkZGXVpa2ovAfDk2n5MJ2An82/v9X4Cjfp/FIu9+DXgO2AzMG4t7mcib8nl0KJ8n1qZ8Hh3K54m1KZ9Hh/LZe3+n64V6/VBWAYt7yRvt9/XXgaflKXn/HaCcN7w/4L8DkaO4n7iEhIQfp6amnvz6179uO3LkyEDujJhgyduN2+2W77zzjly5cmV9WlpasaZpn8DbWxCMDbgPeKmXvNf3c97lwFeBFOBPwXr9M2VTPgcH5fPE2JTPwUH5PDE25XNwONt9Hpep46SUHwJNvfbZ/L6NAIaSHyK6L/f7esgIIcISEhJ+mJGRcfjhhx/+dnl5eeoTTzwRNXXq1OEWNS6YTCY+/vGPs3HjxsT169efc+ONN76QkpKyXwhxwWjLFkJkAp8Anh3KrQC6dxv253Cmo3wODsrniYHyOTgonycGyufgcNb7fLqi8n6eDnLwe9Lz7vsJcBzYByTJU096jcBu4P/wa3YHbsdotr9/mK9tjoqK+nJqaurJn/3sZ52dnZ2BH6eCSLCf9Prj0KFD8vLLL29MTU3dCuTJkX8+rwL5+D1pYzzpHcbovvo1EOLdb8Z42t4CLBjpa57Jm/J5bFA+K5+Vz8rn0W7K57HhbPJ5Qsnrd+y7wMPer6PxdnkAV2DMCzji17VYLJekpKRU3H///W3Nzc2D2xBEToe83Wzfvl0uXbq0ITU19S0gUQ7vs7kS+J08VXl0y5uG8SQXAvwVv3yus31TPo8tymfl81ijfJ68m/J5bDkbfJ6o8mYNcKxiuB+G97qolJSUl1atWtV0/PjxwT/9MeB0ytvNa6+95k5PT68JDw//lBz6z+qnwAnvz7oG6ARe6HWOT2q1KZ9PF8pn5fNYoXyevJvy+fQwmX2eMPICM/2+/hrwqvfrVE5NcbcUqGSYSeUWi+XilJSUE88++6xD1/UhfuzBZzzklVLKhoYGec011zSnpKT8B0iQw/ucejzpef8XwOPAz4ZT1mTelM+nD+Wz8nksUD5P3k35PDLuuOMOmZSUJOfNm9dj/5NPPilnzZol586dK7/1rW9JKaX86KOP5IIFC2ReXp686KKLWr0+T8WYbUSTZ7jP4yXu3zCWW3R5nyjuAv6JkTu0B/gXkOE9925gP0YO0VZgxTBeJzQlJeWFVatWNZ44cWJwM8aY8aqMu3nttddc6enpNREREVfLof8M/eVdC+z1fk4vMIoRwZNpUz6PD8pn5XMwUT5Pzk35PHI2bNggi4qKegTLa9eulRdffLG02+1SSilra2ullFJee+218vjx43Ljxo3yvvvuk6+99porIiKiw2KxfE9OAp/HXeQxe2OQlpSUtO/xxx/vGs+nO3/GuzKW0mjFWL58eVNiYuKPCeK0L2pTPo8Hyuczc1M+94/y+czcJrPPR48e7REsf+pTn5L//e9/+5x3ww03yMOHD8t3331Xfvvb35ZlZWXymmuumTQ+j/sNjMmbgoLU1NTqDz74wNPnEx1HJkJlLKWULpdLfuELX2hNSkp6BwiXE+AzU5vyeaQon8+sbbL63F+X9Te/+U05a9YsuWDBArlmzRrZPciru8s6Pz9flpSUSCmlbG5ulpdeeql0OBzK5zNom6w+d9M7WM7Ly5MPPfSQXLp0qVy1apXcvn27lFLKnTt3ymXLlsnVq1fL48ePy09/+tOypKRk0tTP434Dwd6io6M/k5ub21BeXt7/Jz+OjFbeX/3qV3Lu3Lly3rx58sYbb5RdXV3y5ptvlgsWLJDf/e53fef9+Mc/lq+//vqg5T3zzDNdycnJB4FMOQE+O7Upn5XPk3ubzD7312X97rvvSpfLJaWU8oEHHpAPPPCAlLJvl7WUUt5///097kH5PPG3yexzN72D5Xnz5sm7775b6rout23bJnNycmTv1vQNGzbIe+65Rx4+fFjecMMN8pZbbpG/+MUv7Geyz+OyKMlYkZSU9OMlS5Y8UVhYmDBt2rTxvp2gUlVVxZNPPklhYSH79u3D4/HwzDPPEBYWxp49e9ixYwetra2cPHmSbdu2sWbNmkHL/PznPx/6z3/+c1ZaWtp2IcS8sX8XiuGgfFY+TyYms88Aq1atIj4+vse+j33sY5jNZgDOPfdcTpw4AYDFYqGzs5POzk4sFgvl5eUcP36c1atX+65VPk9sxttnXddpa2ujrq6OyspKSkpK2Lt3L7t27WLnzp10dnaye/duDhw4QHl5OVVVVTQ2NmK320f1upmZmVx33XUIIVi6dCmaptHQ0OA7LqXkkUce4cEHH+Thhx/m0Ucf5fOf/zzNzc0hZ7LP5vG+gWAghBCJiYmPrVq16q6XX345prtymmy43W66urp8Fa2Ukq6uLnRdx+VyYTKZeOihh3j44YeHXObKlSvF2rVr0y655JK1QojLpJS7xu4dKIaC8ln5PJk4W3wejD/96U98+tOfBuC73/0ut912G2FhYTz//PN885vf5JFHHulzjfJ54jFePtvtdurq6mhpaaG1tRWPx0NkZCRhYWGEhoYSERFBfHw8JpMJIQRNTU1kZWXhcrmw2+10dHTQ2NhIe3s7DoeD8PBwYmJiiI+PJzExEU0bWtvpmjVrWLduHRdeeCElJSU4nU4SExN9x5977jmuuOIK4uPj6ezsRNM0NE2js7PzzPZ5vJu2g7Glpqb+5qqrrrI7nU45kRltt8jjjz8uIyIiZGJiorz55pullFJ+4xvfkHl5efKxxx6TO3fulHfeeeeIyi4uLpZZWVltwCI5AT7Ts3lTPiufJ9N2tvgsZd8u624eeeQRuWbNmj7d1VL232VdU1PT4xzl88TZTqfPra2t8vDhw/LDDz+UGzdulCUlJbK+vl4O5bUH8lnXddnR0SGrqqrk7t275dq1a+X27dtlZWVlj7JvvPFGmZqaKs1ms8zIyJDPPvusdDgc8pZbbpHz5s2T55xzjvzggw9853d0dMjVq1f7yvjwww/l/Pnz5eLFi+WhQ4d8552JPo/7DYx2S0pK+ukNN9zQcvDgQbljxw7p8UyoHPsejKYybmpqkhdeeKGsq6uTTqdTXnPNNfL555/vcc6VV14pq6qq5COPPCI/9alPyWeeeWZIZbe2tsq1a9fKnTt3yoyMjFr8lvhUm/I5EMpntQ22nS0+d9NfsPznP/9ZnnvuubKjo6PP+bquy0svvVQ2NjbKm2++WVZUVMj169fL733ve75zlM8TZzsdPrtcLnn06FG5YcMGuXXrVllZWSkdDsewyxmOz7quy5aWFnno0CG5bt06WVhYKBsbG/t9uBstZ6rPZ3R/WEJCwr0rVqz48ksvvRRjMpkoKSmhuLiYxYsXD7lLIdi4XC5aWlpoaWnBbrfj8XjweDzouk5nZyc7d+5E0zTMZjNRUVHExsYSGRk56P2+//77TJ06laSkJACuu+46Nm/ezK233grAm2++SX5+Pu3t7ZSXl/OPf/yDyy67jFtuuYXw8PCA5dpsNoqKiigoKCAqKor3338/+aKLLvqvEGKplPJE8H4yisFQPiufJxMTyWcpJW1tbbS2tvq6sd1ud49z2traWL9+ve/7sLAwYmNjfVtISMiwX/c///kPjz76KBs2bOjX24G6rEH5PJEYa5+dTidlZWXU1taSnp7O0qVLCQ0NDcKdD44QgpiYGGJiYsjNzaWpqYkjR47Q2dnJjBkzSEtLQwgx6tc5k30+Y4Nlq9V68Zw5c37w6quvxphMJgByc3NPa4XsH0i0tLTQ0dGB2WwmJiaG2NhY4uPj0TQNk8mEpmnYbDamTZuGx+PB7XbT1tZGaWkpbW1tmEwmn6yxsbFER0f3kDMrK4utW7fS2dlJWFgYH3zwAQUFBb77ePzxx3n77bcpLS31XefxeHA6nQGDi97iAsyePZt//OMfqZ/85Cf/K4RYLKXsGtMfogJQPiufJxfj7bPL5aK2tpbm5mZaWlp8+Z0xMTGkpqYye/ZsLBZLj2vWr1/vG2AnpaSjo4PW1lYaGhooKyvzuRcbG0tiYiLx8fE9nL7ppptYv349DQ0NZGZm8vDDD/PTn/4Uh8PBpZdeChiD/J5++mkAOjs7+ctf/sJ7770HwH333ccVV1yB1WrlpZdeUj5PIMbSZ7fbzdGjRzlx4gTTpk3jggsuGLfGETAC54SEBBISEujq6qKkpITy8nLmzJnTIzd5uJzxPo930/ZINmBaZmZm7cmTJ/tt5j98+PCYdZF4PB5ZXV0tt27dKtevXy/37NkjKysrpc1mG7TLYqBuEafTKRsaGmRZWZksLCyUa9eulfv27ZM2m813zkMPPSRnzZol582bJ2+99VbfCjq//vWv5Z///GcppdGdcuONN8r58+f7pinqj+6uEP/y/XnmmWfsycnJ73CGTyR+JmzKZ+XzZNrGy2dd12VdXZ0sLCyU69atk4cOHRpyfqeUg3db67ou29vb5YkTJ2RRUZHvNTo7O4Nw9z1RPk+cbax81nVdVlZWyrVr18rS0lLpdruHdf1gBHMe/La2Nrl9+3a5ZcsW2d7ePuzrJ4PP434Dw75hiEpOTi4vLCwc8MMJdoXc1dUl9+/fL9euXSv37t0rW1tbh13GcOR1u92yqqpKbtmyRW7cuFGeOHEiaO9lMHG7+cIXvtCamJj4IzkBPvfJuimfR4/yeeJs4+Gz2+2WR48elevWrZM7d+4cca7lcIMLp9MpKyoq5MaNG+W2bdtkY2PjsF+zP5TPE2cbK5+7urrk1q1b5c6dO4f8MDdcxmLRqMbGRrlu3TpZXl4+5N+xyeLzuN/AsG4WRHJy8roXX3xxSHYFo0JubW2VxcXFcsOGDbKysnJUZY1U3s7OTrlv3z65du1aWVZW5pvkfiQMVVwpjYEGy5cvb4qIiLhaToDPf7Jtymfl82TaTrfPbrdbHjp0SK5du1YeOnRoRIOg/BntgNXt27fLjRs3yrq6uhGXo3yeONtY+Xz8+HG5du1aWVtbO5RiR8xYrbDqdrvl3r175UcffdTvoFV/JpPP434Dw9mio6O/fMcdd7QM+lP3Y6QVssfjkQcOHJAffvihrKurC8qo0NHK63Q6ZWlpqVy3bp2sr68f9vXDEbeb+vp6mZ6efhJIkBPAgcm0KZ+Vz5NpO50+d7dwlZWVBa37OhjBRXt7+4hbDJXPE2sLts8ej0fu2bNH7tixY8xak/0Zq2C5m8bGRrl27dqAD4eTzedxv4Eh3yhMycrKqmtraxvyD76b4VbIzc3Ncv369bK0tDSoU6cES96Ojg65efNmuXv37iG3yo1E3G7++c9/ulJSUt6RE8CDybIpn0+hfD7zt9Pls9vtlvv27ZMfffTRiHInByJYPvvnog619VD5PLG2YPvscDjkpk2b5OHDh8dkOrb+GOtgWUojnWTjxo3yyJEjPfZPRp/H/QaGdJNGd8jWtWvXjtiyoVTI/q1vI/mQByOY8uq6LisqKobUKjcacbu5+uqrm8LDw6+XE8CHM31TPvdF+XzmbqfL56amJl9r8lgEHMEOLjo7O4fUyqx8nlhbsH1ub2+X69atk4EGCI4VpyNYltJ4gC0qKpK7d++Wuq5PWp/H/QaGssXGxn7lrrvuGv4IpF4MVCF3t76VlJSM2ZPfWMjb3Sq3Z8+eflvlgiGulFI2NDTI9PT0GiBRTgAnzuRN+RwY5fOZt421zx6Px9eaPJKWvqEyFj7rui6PHTsm161b1293tfJ54m3B9Hnz5s1y7dq1srm5ebTFDZvTFSxLaXh+4MABuWXLFvnBBx9MSp/HbzK/ISKESImKivp/TzzxRPRoy8rNzSU6Opri4mJ0XfftP3HiBHv27GHx4sXMnDkzKJNvny7Cw8M599xziYqKYtOmTdjtdt+x/uY1HCkJCQn89re/TUxNTf3TaO/5bEb5PDDK5zOLsfbZ7Xazbds2rFYrK1asIDIyctT3fDoRQpCVlcWyZcsoKSmhsrLSd0z5PPEIps/p6em0trYSGhpKdPSoi5vQCCHIyMigpaWFiIiIUf+eTkSfJ3ywnJKS8otHH300PiIiIijl9a6Qjx49SmVlJStWrBh1hTVeCCHIyclh3rx5bN26lY6OjqBWxN2sWbPGNGXKlBVCiIVBKfAsRPk8OMrnM4ex9Nlut7N161YyMzPPuIe+3oSFhbFs2TKqq6spLy9XPk9QguVzV1cXhYWFLF++nISEhD4NGpONbp/PO+88oqOj2bt376jLnGg+T+hgWQgxPS4u7uM33HCDKZjldlfIGzZsoK6ujmXLlmE2j+NihtIVlGISExNZtGgRW7duZfv27UGtiMEIYp566qmE1NTU3wet0LOIs8bnIKF8ntiMpc/h4eGsXbuWadOmMWXKlGAWP26YzWaWLl1KXV0dmzdvVj5PMILls8fjobCwkPnz5/uWj+6vB3Ci8Otf/5p58+Yxf/58brrpJux2O7fccgsLFy7ke9/7nu+8Rx55hDfeeKPP9b0f/GbPnu1blXA0TDSfJ3SwnJqa+psnn3wyYSyWfjSZTEYeiqaNf4uFbgNPNehtIHU8Hg/nnHMOV155JcCwxNU0DSklQogxWTJzyZIl5OXl5QohVgW98EnOWeNzL5TPk5Ox8tnlctHY2EhqairV1dUTKsBoaWnh+uuvZ/bs2cyZM4ctW7bw7W9/m4ULF3Lbbbf5znvhhRd4/PHH+1zf3t5OV1cXMTEx1NXVBf3+lM8jJxg+SynZtWsXU6ZM6bE09EQNmKuqqnjyyScpLCxk3759eDwennnmGcLCwtizZw87duygtbWVkydPsm3bNtasWdPj+v56SIQQ5OXlUVVVRX19/ajubyL5PGGDZSHEouzs7KWXXnpp0P/yV1ZWUl9fz+rVq4mJiRlXgd24cWsx2LVIpHsfOLfwxOOPMWdOLgB79uwZtrjLli0jPz+fHTt29Mj5DBZPPvlkfEpKyv+KiRaVTWDOFp/744knnmDOnDmA8nmyMFY+ezweduzYwbRp01i8ePGECzC+8Y1vcPnll3Po0CF2795Neno6xcXF7NmzB6vVyt69e+nq6uLPf/4zX/3qV3tc2+3zkiVLWLZsGfX19T1ymIOF8nn4BMvn8vJyLBYLOTk5fY5N1IDZ7XbT1dWF2+2ms7MTKSVdXV3ouo7L5cJkMvHQQw/x8MMP97huoFQik8lEQUEB+/bto7Ozc1T3N1F8nrDBclpa2m9/+9vfJgS73NraWo4fP05BQQGapo27wG7cPCf+wividSosKRytS+ffb7/B525bBNKFxeQYkbixsbHMnz+fbdu24Xa7g3rPubm5XHzxxemapl0R1IInMWeLz705ceIEb7/9Np/73OcAsFgsyudJwFj5vGvXLjIyMsjIyAAmVoDR2trKhx9+yF133QWA1WolPj4el8uFlJLOzk4sFguPPfYYX/va17BYLL5re/usaRoFBQUcP3581K1vvVE+D59g+Nza2kp1dTXz588PeM5E8hkgIyODb37zm2RlZZGWlkZMTAzf+MY3SEpKYvHixVx11VWUlZWh6zqLFy/2XTeUnPvQ0FDy8vLYuXMnUsoR3+NE8XlCBstCiJkZGRm5BQUFQS3X6XRy4MABCgoKeuR0jqfAZsyc4DillPBn8UfW3HsNtzz6Odwh+ehI5uRGkJQYMyJxExMTyc7O5uDBg0G/74ceeig2JSXlR0EveBJyNvnswoXkVMV4zz338Oijj/pSKObMmTPiilj5PDEYK5+rq6sByM7O7rF/ogQYR48eJSkpiTvuuINzzjmHz33uc2iaxhVXXME555zjCzZ695IE8tlsNrN48WL279+PyxWccSvdKJ+HTjB81nWd3bt3s2jRokHTxSaKzwDNzc28+eabHD16lOrqajo6OnwpRLt27eL+++/nwQcf5Mc//jE/+clPuOGGG3jyySeHPDg1Pj6emJiYUecvTwSfJ2SwnJqa+v0f/OAHQW+12Lt3L7NmzSIkJKTPsfESuIEG3BgtZSX/LsWSbOFYwRH+Jl6kTjSBZS6PP/7UiMXNzs6mvb2dhoaGoN73rFmzmDZtWpYQYl5QC56EnE0+d9BBFSdw4eLNf79JcnIy+fn5Pc4ZTUWsfB5/xsJnh8PB4cOHWbBgQb/HJ0KA4Xa7KS4u5stf/jI7d+4kIiKCn/3sZzzwwAPs2rWLX/7ylzz44IP86Ec/4tlnn+WGG27gwQcfHNDnsLAwpk2bxoEDB4J6r8rnoRMMn0tLS0lNTR3yFHETwWeA999/n6lTp5KUlITFYuG6665j8+bNvuNvvvkm+fn5tLe3U15ezrPPPsvzzz/P3Llzhzw4dc6cOVRWVtLR0THi+5wIPk+4YFkIEWE2m6+48sorg3pvJ0+eRNd10tPTA55zugXW0SmjxPf98U0nKHmrlCdznuKVG//JvrX7uPnWm8GbqjMScbuT7fft2xf07uvvf//7iWlpad8b/Myzl7PN533s4Rme5n95itc3vcZbb71Fdk42N954I2vXruXWW2/1na98PvMYK5/37NnDnDlzsFqtAc8Z7wAjMzOTzMxMli1bBsD1119PcXGx73h3d/OsWbN45ZVXePbZZ9mxYwexsbEDBhZTpkyhq6sr6AP+lM+DEwyf29vbqa2tZcaMGcO6Lpg+d+cZ19TUUFlZSUVFBU6nk+PHj9PY2BiwrszKymLr1q2+XOUPPvjAN77E5XLx+OOP88ADD9DV1YXL5aKoqIjIyMh+G2gCYTKZWLhw4ainkxtvnydcsBwWFnbTnXfeGWEyBW82IqfTyaFDh1i4cPDp+k5nhezEyRGO+L6/+KcXcs+Jr/H1iq/y2b9/hosvuoiXXngJ9HZcTseIxQ0PDycnJyforRcf+9jH0DTtUiFEeFALnkScrT43UE/WTzP54onP8WTF4/zh739g9UWreeGFF4DRVcTK5/FjLHyuqqrCZDKRmpo66LnjGTCnpqYyZcoUDh8+DMAHH3zA3Llzfce7e0lcLhcOh4OioiKSk5MH7ZbvfgAMdjqG8nlwguHzoUOHmDNnzohm6xmNzx0dHRw+fJgtW7awfv16du/eTXNzs88hKSUOh4MTJ06wefNm1q9fT1FREcePH/cFz8uWLeP6669n8eLFLFiwAF3X+cIXvgDAU089xe233+6rb6uqqrj77rtZunQpsbGxw7rX+Ph4TCbTqHoEx9vnCRcsx8bG3veFL3whqD+Mgbqr+yMYFbL/k15FRQXl5eU4HA6OHTtGU1MTbrcbCxaO0/9o6JVcAAhc0oUbJ0899Utuv+0zIxY3Ozubjo6OoHZfm0wmPvvZz4aHhoZ+OmiFTjLOdp9duCiikA7aEZwazDzailj5PD4E22eHw0FJScmAg6J6EwyfXS4X9fX1lJWVsW/fPvbs2UNXVxcHDhygsrISm83Wb9m/+c1vfFMf7tq1yzf94RtvvEFBQQHp6elomkZycjJ33303Ho+HvLy8Qe8nLCyM6dOns3///hG9n/5QPg/OaH1uaWnB5XKRlJQ04nsYjs9SSmpqati0aRO7d+8mPDycRYsWsXr1as4991zmzJnD9OnTycnJISQkhBkzZpCXl8eqVatYtWoV06dPp6Ojg40bN7Jnzx46Ojp4+OGHOXToEPv27eP555/3/V255557+OxnP4vNZqO4uJg333yT/fv38/Of/3xE73POnDkcPHhwxIP9xttnMZpRisFGCJG+aNGiXTt37hy5eb04efIkVVVVjCR5v6SkBJvNxuLFi4f01OhyuaiqqqKmpoauri5CQ0OJjY0lNDQUk8nEoUOHmD59Om1tbdhsNly6k6OxR2nKbKQ9oY3uWGIe87mW67ASQhddOKSdSPdxzKZMbO0mioqKRzShfWdnJ9u3b2flypVBW7SipKSEiy66aMuJEydWBKXASYTy2ShnLvO4juux0reLfTQrmSmfTy9j4XNhYSGZmZlDalXuzXB9bm1tpbKyksbGRsxmMzExMT18Li4uZuHChbS1tdHS0kJbWxtms9k3O8dAKSLdjMZnKSXbt29n2rRpowq+/FE+ByYYPm/ZsoU5c+YMu6W1PwbzubW1ld27dxMbG8u0adMGXVJ6/fr1rF69ut9j3UF3WVkZsbGxzJkzp986NNgrTe7evZukpKQB0wcHYjx9nlDLfIWHh19z8803B20RdSklhw8f5txzzx3R9bm5uZSUlFBcXDxghdzR0UFZWRnNzc1kZmaycOFCwsLC+iwOceTIEaZPnw4Y+Z079G00NTcQfzyRKfuyqM+uoy3LxlWma7ASghMnr/AyNeIkXzB/Cdlczq7dLRTkLxmRuOHh4WRmZnLs2DHffYyW3NxczGbzDCFEmJSyKyiFThKUz4bPV5vWBD1QBuXz6SbYPttsNlwu14gCZRi6z3V1dZSWlmI2m8nOzmbevHn9nms2m0lOTiY5Odm3z263+7qx4+PjmTlzJmFhYQHfz2h8FkIwf/58du7cGbRgWfkcmNH63NLSgqZpQQmUIbDPuq5TWlpKXV0dixYtGvIgwoEQQpCWlkZqaioVFRV89NFHLFiwgISEU+Mcx2JJ9tzcXAoLC0lLSxvR4lnj6fOESsOIi4u7fc2aNUPPHB+Euro64uLiCA0NHXEZA3WRdEtcWFhISkoKF1xwATNmzCA8PHxQEZw4OaIdoT2hncpFFZSsOITZaWHRR/l0NHfgxEkxRZRRSjvt/KXtTxTtbmHRoliiIj0gR9b9mJ2dTWVlZVDz/a688korcHHQCpwkKJ9P+UyvHqxgVcTK59NHsH0uLy8f9qCo3gzks9PppKioiGPHjpGXl8eyZctITU0dVm5paGgoM2bM4IILLiAxMZFt27ZRWVnZpys5WD5HREQQEhJCU1PTiMvojfK5f0brs39jQbDo7XNnZycfffQRQgjOO++8oATK/gghmDp1KkuXLuXw4cMcOHAAKeWYBMpgpBuFhYXR3Nw84jLGy+cJEywLIcItFsu0mTNnBq3MsrKyoMjcX4Xc1tbGpk2b8Hg8nH/++aSmpg7rScmMmUqO+b73WD3IWTrn5a/g8P7D7Dmwh/c8/wEg1BZKSlEa+wp2I2Kn4/acANkyooDZYrGQnJzMyZMnh31tID796U/HpKen3x60AicBymd/nw9x4MBuPC4bENwWC+Xz6SHYPtvtdtra2nosCTxS+vP55MmTbNq0ibS0NJYsWTJol3UfZCfobb5vhRCkp6dz3nnn0dzczLZt2+jqMhq2gh1YTJ8+nfLy8lGX043yuS+j9dnpdGKz2Xq0xAaLbp+3bdvGtm3bmD9/Prm5uSMaQDhUwsPDWb58uS8VqLCwMOiBcjdTp06loqJixNePl88TJlgGLrn66qtH3mTWi9bWVsxm8/AryQD4V8i1tbUUFRWxYMECZs+ePbDEehvoNmNDN/6XLjq8/7oRCD7J9URHxrDkvCXsse5m2tYZhDeFM7VoOkcLymmKauIZ8TTt5inGzMxyZMtITps2bdSThPuzfPlydF0/XwgxkXwab84qnz0SUjmVh+bv89IVyzBZQ9m6dQNNjSeC3mKhfD4tBNXniooKpk6dOqKu2P7w97m0tJSKigpWrFgx4txInVAcmncFPtkF0pg9wGKxkJeXx7Rp09i6dSs1NTVB9zk+Ph6Hw+ELxkeL8rlfRuXziRMnmDJlStD87U1GRgatra2+cSKnAyEEU6ZMobm5mcjIyKD9relNfHy8LwVrJIyXzxPmlyc9Pf2T11xzTdAeYyorK/usBDVaup/uioqKWLZsGbExYUbrrgz8oetoePR6PPpJwIUHJxITJ6nucV4+BcQRjxs3b4t/UzHjCM2pTeRunsOxRUexR9kBSCOdUBEGIgq0kckcFhaG2Wymra1t8JOHgNlsJi8vTwNmB6XAScAZ6fMQKuV+fZYmjjlNrPHcztc9D3Epl7GUZT6f/639i7IZpSSm57J5cxGLFuYGvWtP+Ty2BNNnKSUnT54kLS0tGMX5yM3Nxel0cvToUZYsWTKsuWB73B+S/WIvr/MaVfI4LmHGIwRIu++c5ORkZs2axY4dO5gzZ07QW+CmTJnC8ePHg1KW8rkvo/W5urratyR7sHE6nezYsYNzzz2XhISE0zZNYncPyYoVK4iIiBiTlVLhVL50bW3tiK4fL58nTLAspVzWe6WvkaLrOg0NDT0GagSDpqYm2trayMnJYf/+PeiuCmjI71GJ9sahaewzt7HWXEEbDto1M226YLqczdc9D3IRlxBFFJfxcTQ0yihlF8WE2kJJrEyias5xMg9kYfaY+QRX8WluIpRQzMIyqveSlZVFZWX/09aNhAsuuCBKCBGcD3AScOb5vH9IFXK/PkuNHzcIkksEXzsZQrzjfFZ5ruzh8+62XRyqPETu3NkcOFDsS8kIFsrnsSWYPjc0NBAXFxe0GUy6OXbsmG8Q365du0YcYDhxUkIJB9jP78XTPMdfEFIAp+bitdlsHD58mIKCAg4ePBi0VuBu0tPTqa6uHvE0W71RPvdkND47nU6klKMaOzIQ+/btY+bMmcTGxp62ecX9U4mio6OZO3cuLS0tNDY2jsnrpaamUlNTM+Lrx8PnCREsCyFMZrM5PiYmJijl1dbWDmky+OHgcrnYvXs3S5cuZe6c6URHeije/ld0TzVOdJzS2e91FizUcJKNfEgb7WiYMAvB/HLBfTWhJNlX81X925ikGQsW3FISagv1pV7UT6/DleLkE4ev4hwW9zurwEhISUmhrq4uaJXxsmXLQtPS0tQgEs5An+fOHXKF3L/P8GEnOCX83QZ77AKLADt2XuefPp/3F+yhdFoJCakzOFxypM+gv9GgfB47gu3z8ePHycrKCkpZ3bS3t1NRUUF+fj6zZs0aVYChoVFBhe/7pSxDFzoOYZTlH1ikpaUxb948du/eHTT3wEj3iI6OHtVAKH+Uz6cYrc+1tbWkpKQE+a4Mampq8Hg8PdKHxiRgltKXWtRfzr0QgkWLFrF3796gr5QKEB0dTVtb24jfz3j4PCGCZWDWvHnBW/K7rq5uxNMRBWL//v1Mnz6dsBABnhPkxl5FdPgJCo+/zkF5lP1iHy76BsxmzKR5czkFEE44nTqUOOH5VvhSjQAETmniphMQ05LFoqJ8jhaUY4+ycw6LuXn6rXQ12Y1ZBYKEyWTyCRsMFi9ejJRyWVAKO/M5c3z2ToPVp0LW20HvmxMfyOdKbybSynC4OgpMmpu/8QLCJnwPfvYoO07hZNr06TQ1t9Hc0hK096N8HlOC6nNraytxcXFBK09Kya5du1i4cCHdK7GNJsBweMyslOdjxUo22cxiNjo6B+V+Gm2NfQKL5ORkwsLCgpY20U1KSgr19fVBKUv53INR+VxTUxP0+hiMFuuDBw+ycOHCPrnQwQ6YnTjRhYbN1hww5z48PJzs7OwxSccQQpCQkDDiluvx8HlCBMtCiPxVq1YFdf7OYLWCgBGsOBwOpkyZAsIMWgqEfoqcRU9gj3FRvLOYg/oBHLoFvZ/GhRSMXywzZnR0NnpjEDPwXDroEh6ph4/qbby9rYh5i1ZyZeS13MjNfIKrCBEhLFq0iD179uDxeIL2vmJjY2kJUsASGxuL2WyOF0IEbx3cM5Qzymc/fBVy0XZ0+yacwoRO34p5upzD5/Svk0gyHin7+GwVLjawjgZbgy9QllHS57NZMzNv0Xzl8xlCMH222+1YrdagDow6cuQI8fHxfQLwkQYYJU6B3rWM+/SH+JR+Oy5d4zCHeKftbTYXbSavIK9PYDF37lyOHDkS1HQM5fPYMFqf29vbx2SWiPLycqZNmxYw1z5YAbPN46GRJhpsDRQV7aIgf1HA95OTk0NLSwsdHcFrqOsmMTFxxFMkjofPEyJYTk9Pv3Dp0qVBmb9T13U8Hk/Q8uGklBw6dOjU054wAyHo0b/GKSxszN1AWHQY04pm83iDTlc/wXIcRiVuxkynrvGfdmP/NxMgyQy7HfBCtY37a4r4aWoB3+2IZqGYz0xyMXnz5CIjI0lNTQ1q60VMTEzQKmMwlrMEgjdX2hnKGeVzL3JnZBAdUU/hgVg265tw07cLLhQrv65Loc1jpkM3+3y+PwESzZKTopodtu2+QDkxKomvcy8zyQUkddSyI3IbiamJyuczgGD63NraGtTR/W63m8rKSmbNmtXv8eEGGO06/L4ZVlQIftck0GQIx10mkltzmFu0gL0Fu6iMPIYDR4+B3RaLhdzcXEpLS4P23sLDw+nsHNmMR/2hfDYYjc92u52QkJCgz4Lhdrupqanp04DRm9EGzE4JR1wmZGsEhUWFzCuYR0R0jC8lozdCCGbMmBHUqQy7GW19fbp9nhDBsqZpudOmTQtKWW1tbUF96mtoaCAyMvLUqk26DWQTLgFWYeXr3MtVM25knYimee9Ovluj097LYQ2NCCIwY0FDY2MnTDHDQ0nglvC1chv31RTxq7QCbkuP4tl0sOtg95h7TC/XPT9hsHLjYmJiaG1tDUpZALNnzw4BgpuMeAZyRvnsxYEDKXVAkDPnY1RFV3N0ZwXv6f/B6U0vcnv/uaTkxVawS6M1+UOvzz9MMlIz1to+IKdoGhUFR1gWtZw7uItQQtHx8H+8w//yFJv4iIypGcrnM4Bg+tzS0hLUYLmyspLMzExf+kV/DCfAkOCrn78aD27g5pI23t5WxIrFF3FV1DXME/OMsSO9BlmnpaXR1NSE09n/+JXhIoTAarXicDiCUp7y2WA0Pgfb326qqqpIT08f0riUYQXM0ttz532w69ThzlIbb20rYtE5K/FEenBLF/6DV3uTmppKY2Nj0HOXR/sweLp9nhDBstvtTgnWNELBlvnYsWNMnTrVb4/EIUwUiWK66CREhiGA5sxcjoVEYzlYzOZ2HbvXYTdu2nXJ1/TvEkkUSMFBJ/wlHXTgK2U2bjtRxHOZBbycG8UPEo0K+/U2qHRDE41GKwZgtVqJiYkJ2ghVi8WCx+MJ2qCBnJyccCC480GdgZxZPhuBchGFtAobTmFGoBGRG0ZXdCf1xQ3Y3B20626aaMSm22nXJXNCINJbexzy8/n92jamFE3FUWDnlqjbWCUvwKlbcOlmnuDXFFGI9P4rtO4gKiZK+TzBmcg+Hz9+fEhTKvYIMNxdoJ9Kl9AleLqf1yT91s+/TSugKTSKGfo8JOChb/qQEILMzEyqqqqC8+YIbiqG8tlgND4Hu2ekmxMnTgxr0OtQA2Y3EicOHEKnQ5c+n59JL6A+NJoIPRmrCIEBWsq7p3oL5sJP3eWGhIRgtweeTWwgTrfPEyJYFkKEB2saltbW1qDld7rdbtrb20/9ckg7ODeDiOR93mM722jXTQgEDyXB18/JpSEsmvWFxbS7dXSpU8UJQjDxcL3AA2zrgk9EQn4YvFBlY+mRInZML2DD3Cjmh8BJN1x2DG6ugp/UCyI9GT3yRqdMmcKJEyeC8v4AoqKiaG9vD0pZGRkZlri4uOA0QZ3BnDE++/E+7/EEv+Ij8SFduolV+iVckXsluVGzOVhcjt2tkSiTeaM1gkhNY44VwjXY6vW5IAxerLJRsauIttn5fCr8DuL0TI67LFx2DI66YCnn9njNInaQOSVT+TzBCabPnZ2dhIeHB6WstrY2wsLCsFqHNkOQEWBEULxrP05pQmJEyF0S/tNuBMfb/Hzurp8LvfVzullgEhrVeh1HOdJvPv9EDpaVzwaj8bm9vT3oi3W43W48Hk+f3r7BGErAfFKc5DX+iVO38GJVmy/eWDc3ijlWiB6gR8af1NTUoA029ScyMnLErcun2+dxD5aFEMJisYxu0mA/Bgwu9CbQW0E6QW8xRvwPsGS0zWYjLi7OLz9J4jZPo4hC3LjJ85zPd2oFc8uh0A6Lw+DxZbnokdH8cUsxdo8kRc9GR5Afavyw13XCC6nQ2GLDsb+IqAUFPDMjCk3AIw0wqww2eRs9/tlmTNV1nEpcGN0o8fHxQe1qDmaeZ1paGhEREaNfj/kM5rT6PEz6+mz0fHT77MGDHQc2XbC500yins3y3OVsMhk+29ySGregyQMXRRg+r++E5zPgWIsNu9fnS5OjQQgeqdd8Pv+8QTDPs9z3uhFEkE0OIfFW5fMEJpg+OxyOoA7ua2pqGvZywzNzZxMRHcG7O/+DQzd67MLFqdlc1vn57NhfRPSCAn4/3aif/6cBlh8VJJLBFjb76mR/QkNDcbvdQevdCGZqkfJ59D535ywHk9HU8QMFzBJIlZlc6bmRo83tvvr5melRaIB1GNFfdHQ0Nltw58YHRtWyfLp9HvTHJYT4kxCiTgixz2/fIiHEViHELiFEoRBiqXe/EEI8KYQoE0LsEUIs9rvmXiFEsRDi071eIj4hISFoE1R6PB4C/i50PQ+1sVCbCk0fB9vXoeNxcGwAz0kjyV234dI78OChpaWll8RWdNNUQkUYBSwlQoTxYitUuODCY3BrlfEDfbAgl+SYaN7evhNdl+y2Cy4KN+S9MhIcrTaO7iri2mUF3JAWxcZOmF0GjzbiG06VbYFPR0OtG3LkDF8rhqZpCCFwuV24cNFFFw7ZYbR668NvUQvmdFvp6ekIIQYeoeBFCHG5EOKw15XvePfNE0JsEUL8dayWspxUPg+Tvj6Djk4ooUxnOlas5OsX8LMGuLgSbq0S2HTB187JJSUmmv/sKObLYTqpJrgkws/ndhs7ior4+FKvz119fd7eBbFaCDfzGb7Jt7mfB1jDdURrMQghcLvdPp9dOPFIN7iPgnOT8WA7RJTPE9fntrY2oqODNknMiIIMgWB67nTCo8MpLCqmxeXGLVxcHin79flTXp/nlMHPG6HYDuVOmMPcgK8RzN6NiIiIoA3yUz4Do/TZ5XINuSdjqIw2NckImCMpKi7C7jnligQKuwTt7e0U9qqf64c5CZGmaWiaFvS85dDQ0BEHy6fb56EI/xfg8l77HgUellIuAh7yfg/wcYzRiTOBLwD/672pSGAJsBS4uVdZiWM1wXdAZDO4tkLXn6HtfmhaDXXpUBMJjSvQhYkdbOdYyzG0WA03bpw46RJONKGRxyIu43KsAoqmwRMpcHWkMTAkowSeb4FPLshlVnQ0+3cWM8elY3YaKfTTO20UFhYxd34BCaFRfL4arqiEaBN8MQ7emAINuXBwOjydCtMtAoduwu6x4MGNHTvmaBOFtu28x39YxwfoeKAmzHgYGCZmszlovwBJSUl4PJ6kwc4TxnQvT2H4Mhe4SQgxF7gPuBooBD4WlJvqy1+YbD4PBemkpbmS2Kh2b89KB+gtWKUkj0V8mpv5Lt8nXkSwOFRwTRR81AmZXp+vW5DLtLhoDh0oBnQsDsPnqU4bRYVFfGJpAdHRUdxU1b/PO6eBW4eZchbCE02HR8OCGSdOzNEmdnh9fpm/8QS/NgYVNn8abN8Z1ttUPgMT1OdgzuoCI2+RM2Nm5cxVJMckcmDXLtptJpLc4pTP3sCi2+ePVxr5+V+Mg9czYaoF5uuLA5YfzN4NEcRZF5TPQBB8DuZnAsHJg86dMYXo6Bj27TyA3a3T7jGCu+76+eNLC4iKjuJGb/381xZoG2bAHBMTE/TW5dEEy6fb50FrLinlh0KInN67ge4mghig2vv1NcBz0hjevlUIESuESAPa/a7rjSUkJCQo9um6PkqRHeDeD0i2sInk9jTWR30AQAwxJJJEEkmkkU4qqSSIRHIsZu6KFdwaAxEa1HhgbQfsssPyWbmUl5dQcqiYJUsW43Z72L+3iHOXFVB8KIqFs+BXqfCXDGOAiUOCWRi5oPVuY+BUcRfsdcCjKYL3eI297CY5KgVPu4fG+AbSGd369CaTKWhdhlarFSnlUP4aLgXKpJRHAIQQf8dwx4ThiDEtwxhwdvnck3bbcaLsH4MaN5imgHkOmGZjsizGZMkD00yksHBzLFwbbSJcCGo9gg+8Pq+clcu+AyUUFRWzaNEi3B6dgzuLWLqogMiwKH7VbMyI8WpmIJ/FoD53M9KmH+WzsZsJ6LPH4wnqKpRD6nVxOcHUCZhBRIAQOHHilqGkTs+F7vq5YDEer8/L8gvYZYpiSy+fXehEmDxoaDhxIQN8pFFRwRu0GkyUz0AQfQ4Ww87j122A5vMZAC2CqTOnU1Fazt5dxeQvXnyqfi4oYLcpis3N8MNE+Kdf/WzzGPVzhw4SDxEmHQv9/05193LEx8eP/k17sVqtuFx905mGeu3p9Hmkj/n3AO8KIR7DeIBZ4d2fAfhPnHoCyJBSFgoh9mJE8L/oVVbQUjw9Hs+AUwgNF6ELpMn4fWvx/ivj1DyaF3AhcY6L+XoNzA6BvBA4PwI+GQW6A9wemD07l4MHS9i4cSMdHe2sWLEKkzmK5YvAYoaTdSAT4Gc2OOAwAuQypzEfoj8PJ4HbmyMnPBpWV/BaaIL1tGixWGhoaBhKt0h/niwDngDeBkqBp4NyU0PjHs4Cn3VdYNK8FZOn0th499QJkT+gLvJLvCPeJtGURCqpZGvZ3BKdht0tcLhg4fxcDh8+zObNm+hob+O88y8iLDQKl9uYN/y4G95tN3L4lc/KZ390XQ+qz0PCYoWuN8DxHlgWgmUJFksBDunBKjRyc3M5fNion9vb27jooovwhEdxroDzw0/5XGSHr8UL/st77GAbWWRxI7cEfNlgpWEAQUsrUj4Do/BZShn0VmUYQT0v7dD2PcNn82Ic1nwsIgRN6OTMyKWizBtvtLex8oKLMEX29Pk/Xp/96+ePRcAfMpxouAIGy263O6jzfoNRJ4x0wZPT7fNI/0J9GbhXSvlPIcQNwB+BSwa6QEr5U+Cn/RwSnZ2dUevXrx/hrfR4DTo6OghYlp4GnscGL+fwVjKYgrnNwuz1gZfF7KQLu76Ba53GY4kmoEiD/QJSNDB7G1E8Ho+v8ty3bxdCCJwuaG0HpxPSkiHRCSvkqVqgN4drIUSEMZt5WLusCF0QUxOLBQtbKUS4HgNTImgB3nsA3G73wD+zYaDrOi6Xa8TD5qWUOzEkPt2cmT4PrzTaOsNZv28A/01pOLX9hBNJF11UcpxqThJPPK06RGuG5/4+791diK4DJoHNA226Mf9yohyZz91sZSua+05AgLmIgeYB9Uf5DExQn51OJ1LKoM1+0t7ePrTPWdfBMxeECcQhMDlw4cLsDQp0P58LCwuRUiA1fD53SUiQsNMKDuFkJrMJwcpWtiL6aZByOp3Y7fYg/d4aHiqfx9/n4NbHp2hvb2fDhg3DCMSd4Or2+TDS5MSDjglzn/p5d3EhaAIdI+2i2+fe9XOMBvuOSDQkWoDs3O5Aubq6ut/jI8HlctHZ2Tmin+np9nmkwfLtwDe8X78CPOv9ugrwj/QzvfsGwh0SEtK2evXqUc9N5PF42Lx5M+eff37/J3Q8AbZvDlqOI7WT34mnSNmQxqFVB3o00Fux+tIx5jGPJH0qeR5Bihm6dHBJo1vD44FwE7S1GTlwF154IZs3byYqKooFixZT7tZYagaTt9XtvDBjMFSFE/Y4jIEkBx1wyGFMu3VkhmSz9SUOcYDEo8kgJA059aSTwZXyMsJqLobo30HEp4b1M7PZbJSVlbF4ceAcvKHidDpJTU0dylI/I/FkLDkzfR4O0smGdf9g1exvIYRfM6+IBPMsIyUjbDEO6wrswk4kkbhxYfdYCROCk26BVUBEl40dhad8Dg+PZNas+URHh1HjgXiT0aUXpYEHOOo0Vqgcqs/drJFrCG/4DogQiP8XaLFDepvKZ2CC+lxVVUVHRwe5ubmjLQqA9evXs3r16sFP1DtBWHHjpEO3ECrM7HcIEkwQZzfq5/PPv5Dt2436eeHCxbQ4NZwhkOjnsyYkbaKZ4xzHhYu5zCOMvtN91dfXU1dXx7x5gRtaxuR9DoLyGRiFz1JKNmzYEJTPwp+NGzeyYsWKobcuSzdwEW6cdOohhAiN/Q5BvAni7TYK/eKN6Ogo5i9YTJFHY44FEgLUz24JC6McRJjcRBDR78uWl5djtVoHXWVwODQ3N1NZWUleXt6wrz3dPo80WK4GLgDWAxeBLzfhLeBub07IMqBVSjnYTNbukeas9EbTNDyeYWatByCSSCwhFgrsS0kLSyWNdOJJIIQQXLgQCExoSM2NSZopcwr+2gIbOo2g+a/pkNRo4/DBIubNzyc6OhqrNYSQ0GiKdhYzd9FinmvReKwJro2GR8MkDq2Z2aEx5IbqXBtlxi4FZgEhwojXz2cVaaTT1NVES3wzrbSM+n0Gs6vf7XYjhBjK6KodwEwhxFQMaW+k70CM08mk9xm80/SYvkFY5CywnAPmmSCiQHYBFpxCQxOCcMI5wXHKKGWFuISbqgTfSZRkOtoo2lnEkoJ8NHM0VmsoEZExHCzZz6w5i3nVYfhcEGbMlnFpBMwIgQwLXBdlPEgyiM/9Tcc1HJTPwAT1OZj55N0M1DXuwoWOjqZZqOYEJZQwV1vE2rYkpljA2mmjaGcRcxfnEx4VTWhoKKFh0ewoLGbewsX8vbW3z4JsazxZejzhmo5JyH5ft6urK+jTiwUD5TMwCp/HIgUD8K3SOFjeshMnEh1NaFRRRRmlnCsu5QsnBXfHQ4jX53nn5GOKjMYaGkp4RDQ79xQzb9FinmvV+GUzFITCxRFG6sWMEEi3QJgAHQ1tgJDQ6XQSEdF/ID1SRjOO4XT7PGiwLIT4G7AaSBRCnAB+CHweeEIIYQbsGCNRAd4BrgDKgE7gjiHcQ1tzc3NQpiYavswmME0F82yjZc2SD+YFgOCz3MWh2EPEtsSSGZYJGLJ2r9xUyTFKOMwxjrFCO58610J+0yT4URJ8OR6abTZ27C9i6fx8iIumywEgiE/KxdlUwr+3F3PHssXcEqOx2S6po44/8CQhhJBFNlO1qcwglySSvF2GZjKZQjoZbGndzEVTLyaKKG/grkP0b4wcpmGi63rQBt20trZiMpkGTbCTUrqFEHdjJMyagD9JKfcH5SYGYXL7PBAasfEzaXEvISw8GykMnwUSXVip5BillFBBBXXUIpFYsJDHMl7KiMLW3kTRzh0snL+C6OhoOruMkRFz5+Syu6SEd/ac8vmWavhqjfGqURqsCIMLI+DjkTA7ROLGjUWIfn22Y6eRBkKwQujVoA9vInzl88T1OdgPf5GRkb7p6CTS67NAR+c4lb76uZYan8+pIpWLI5Joa7OxbkcRFy/NxxVmjB2TEmITcnE4S/j3/xVzxxWL+cxUjZtP9vX5ogiNyyNhlhUcUifcpGP2/jltbW0lNTU1aO8zWCifgSD6HCyio6NpbW3tGSxLiQMnQvT0uXf9vJACfp8WR6OtzeezMyzaN3ItZkYuXeU94w3/+jlagxXhcGE4XB5pYXYItOpG8Nx7HuaWlhZycnKC+t4dDgcjXSDmdPs8lNkwbgpwKL+fcyXw1WHeQ21NTU1QH9kCtjaY50PkI96geC6Y0oxkeTwgwowuXyAEY/7Z2JgYWltaiUuL4xhHKaWUY1TQSM+Rzu+Kt/l6+EIqZhqtZhvrbJTvKuITy/JpC4smVML7m43ph/76JtxzWy6HnCX8blMxdy5fzAXhghbNTjTR2LBRSgmllPAe73qD5ExymMpMckmVqdjtDiLCIjB5/yGA8K+CHH7yfUdHx7BXDgrEyZMnEUIMqXtDSvkORmV3WplUPg8DXWiEx8bT2GIjKqODCo5SRikVVNDUy2eAWcxmDddi0syU2fazv+gAq/Mv5qQliigXbNsJJg0+6oL83FwO7D3l8yuZGh91wudOQrUb3u0wtu/UwZ5p4AndRxON/foc4f0HEiLuwUhOGnoHmPLZx4TzOSwsjK6ursFPHAI6OpExETS1NqFFawPWz+DnM2bqO6o5tLOE8wryaQ2JpsMDVW5j2es9JXDh0lxabCXs21vMzMWL+UeGxiavz1V+Pn+7DvJD4cMcwUY2MIOZpJFGU0sT02cHZ60Ep9MZtOn2lM/AKH3unms4mFMgGqs0NpOWEgHCAnob6HU4zVn8iWcH8TmEY81tfLDDiDdaQqLp9PqsYUwR943cXA4OUD//p93Yvl0HoQKWhMEDCZJV4TphJh0PHjSpYbfbRxzYBmI0i7ycbp+D94mPECmlc8qUKUFrboiMjKS9vZ2oqKi+By1LwLraSIzvRnhHfkoPDtmJSVhpp50jlFEeW47rqJt/8LeArxdDLGu4DoFOpGbi+0dtZJUUMfOcfBKio1lZAVumwEfFcOkiyM2GP7wCd1yfy//sLeHXHxVzQcFiVkRm8XXtXtbxAVvY7FuExI2bCu+/9awjtCuU6WG5fMB/mUkumd5UHCEEVjH8LpJgtoJUV1fjdDorglLYGcpp9XkAdHScODBjGYHP1zKFKQg03rG9TWdRJwvzFxIZGc9tRwVbp8B/txg+N7rh2Wa4Y34u/1Nk+LyqYDErIzRKZ8AP6+DXTUZ+3KJQmGqFX/EGbtxD8Hn4y8oqn4NLMH3udnlkN+IB2Q4iFDc69TSzL3YfHSfbKZ9SFvCyQD6vzF9NdEQUF1TAtqnwkwa4QMC550CZhKXLcvnjgRL+5a2fz4vQKOnlM8CX4yQnRSXrWMs61qLpJuZ7FvChZT0zyWUKUzCyjwRWhr+YRTBX8FQ+j97n0NBQHA5H0IPlYxXl4NgFtm+BXg2EEpraYjSG+dHb5/Xta9H2WLl4ST7x0dGcX3HK51VArnXo9TMYg7M3dsL/pkKx6UPWs5ZU0siyZxESFoZTOIGR+9wbu90+7L9t3Zxun8c9WAZwuVyuYHWfdk8I3+8HoPmtHiVdIDtAhIO7HJz/RYR/kef4MxVUGOeEwSz3XMwOM+6QnqkxJkycx/ms4gKcupkTLo27Sm1ce7yIE7n53JUUzR+ajbmXu5xw2xqoPQbnF8DMy+HO6+AH+bl8dVsJ7+0o5t9zFvOzVCsXiksoEEt5jVc5TmXf91cVS23qSfazh81sQiBIJJFspjKTmWSTgwULOjpWrP2O1vanpaWF2bNnD/On3D/V1dWyqampdPAzJzenzWd/pAsHLkzCSjPNlFHKUY5wjAq68LbmDerzSlaxGoB22njZ9ndii+IIzw8nK3IOTzUJIjTotMOho7BqjjEd0fQyuCUGvp+fy93bSviv1+efp2o8nARfjIfPVBmBRTVHcHPqtQP7nMNMcpXPE4Bg+SyEwGw243K5Bp8f2b9+9hwBx7vgWAvOjzCHXkdkzC/ZF7+HWfvm4o1GezCYz7GRKTzd7bOE3XZYJsEdCsvLoGIm3JVn+Hyqfj7l821VxnzhN8XAc+Jt3+tG1UXRlNDEHnYF9llasEin8d4G6TEa7epu/iifDUbjc1hYGJ2dnUHN3Q0NDaXL7sJjWolJ755pwo7m3MZy63m8KV7v43MbbfzD63NifiKZEZH83htvdHT7rMOqcJg2xPp5q/fPxOJQyLbCK6xFR6eaKuwNdqxxIXzIuv7rZ+khhJBBfe5NV1fXiHsCT7fPY7Jk5XAxm80N9fXDy00MhNGl0dL3gHSA3mr87yyG9keh+XqojYeGuWD7BibnFhbJc3pc1pTZQPzxxB77csjh69zLKlYZT1hCcLs3UH4zK5+Hp0bjlPD9ekNWaxh8GAddQGwUlPyfd7AT8Lm8XI6FRGM9WMyKIzrVLguhejy3cwfXcX3P0dYS4qsSaMpo8tslqaeeQrbzN17kZ/yE3/A4RRTikJ3gqfIuhd0Kstfa8VIGdTnlysrKDpfLNZ6jpicE4+WzxMOr/IPf8Dj/x9sc4uCpQNnLwD5fAMAedvEH2zPEFsXRkt/CFdGfoFM38cN6uCAcLCaYN8Poto7XIESDz3uH1XT7HOL1uc4D6Sb4IBtujIGN2gd+72Egn3f08PnfvMUedmGjFbd3Jcvu3hfftcrnMSGYPg9pdTupIz1HoflTRv1cPwds94DjLZBN0PUsVgRTTdNoj28juq5ny+tQfA4RGs+0GD6bgYNOI8iIM4FV9PXZ2svn97Phw2xJO51U+w2sTzyWRGPWqZ9Vb59/wc8Mbzseh64XB6yfIbjBsvLZYDQ+x8TE0NraGtT7EUKQnJxMbZ0LrBf69pts97GQhcwkt4/Pz/p8bmZ19IW0S40fdNfPQKrZSGCLMw1cP9f61c/PpRuzGd0XL6mivEf9mnA8kabMxn7r56f5nTENo+OtQX3uTXt7O5GRw+9BhNPv84QIljVNOxGsuTdjY2MNmfVOY6Ub2QmOjdD2Q2j6ONREQ2M+tP8AnB8YrRdeTLZ7WcBC4wnJS+OUBhKOJ4IOEURwAzdyK7cTRRQ6kn/wd/bb9vLDuiJemZLPszOjEcBnq435DD8RBaEafK0GGjzg0OBvAhIqYYfdeIqbOiOXipBoLjlWzPwynVdsApduYT4LuJdvcg75CAQxtbG0x7WjWwbuRWqhhSSZhNX+BtRlQl02tN4JnU+Du8wbaLXQ1tYyYlH748iRI3ZOra501jJePod0/YNl8twByxvIZ4nkFV7mPdu7ZBVlU5l/jE9HfxqHbuYur89XRBm5yrd/FkLCoFM3pj18o81YiGRxKEzr5fPLbUbjnyY83MJtI/J5N7v4J6/yGI/ySx7lDV6jkO000ogHD3bs2NpsyucxIJg+DynYEBrCNAVchT3qZ38sXa+zUq6kflotyeVG2k1/9XN/PgM0yVb2TJN8N1ESpsERpzGLUbsOK8OH5vPcEJ0Yzcw5LEYgCGkPQXOb6IoJnJc9j/kg24y/P62f6VU//95bPzu9wYYxZ3iwnFY+G4zGZ199HGSysrKoqKyFiG+d2qlXossuPs1NA/h8Iw6PmW/Xnqqfzej8KMVBhCbplDore9XP/vHGAj+fb4iGIzPgumh4T/u37zZC2kNAgjPC0f+9k4Vb1kHzmr7xhuek8berH1wuFyaTacTjcU63zxMiWG5padm0e/fuEY9QlVKiu22gd2AxdeJ2NiFt34bGVVATBU2roOPn4NoCOAMX5N6FrteRJxf5dukWndbUZgqOLuUe7mc2cwCo4SS/4QmO2So4VLyPpPwE1s2LItkEH3XCv9uNH+7iUKh1GzlBdgkeceqHfme10Wvxo2SoSDcE/tLJYkKkBxduPHiwYOEKPsHn9S8x5XA2tTNqBv15RBNNDlPRuueU1uvA/hrYvgr1M6E2GVpupLX2ZWKiOv1aKQf42QyBnTt36sCBURUyCRitz0gJevuwfRatD5DJFGKJC1j0QD4/6fV5atF0juaXc0n0JYTpMWzuFLzt9Tk/FFrMMLsajrpB14xpiOCUzw8nwzGvz188WcznqnQ+UwWdHjMmPXTYPvemgw4OsJ9/8y+e4Ff8jJ/wCi+zu3U3UTFRfsGG8jkYjNpnPwL2lPjh6uw0WpfDPhvwHK3tfrLIISQqBN3soaA+cP3s73MEkRyjgt9pv+Ap7VHCTTon/epnIeCiIfrskCY0PYQruJIv8hWmHZxB7cyBZy5bKc8npOMPPXf66ueveOvnJGi5EVfL45g1BwKnsSTsKFE+G4zG5+4ZWIJNVFQUmqbRas8HLRPCvwhJ5YQIY0DdQD67hJP/TZO8NUWSHwouUxtPmX5EC42Eap4+PvvHGz19hnABJuHmk9xAMskAJJenUje9NuC9r5TnE9L+5Kkd/vGG+5AxeUI/jDYf/3T7PCGC5ba2ti0bN25sHun1HocDoWnQ+nmojSXC8hHtTa+DezcweFeAPyHtj7GSU4tApJLGNblriD4RjbPdmOfwIzbyB36Py+b0iXswZg9CuBFCYhGS88JgYagx2fcBbz1nl8aULB/zNhRUuOBnDcY67W9OgfcTc1mWFE12WRFP8yi/5QlqqUEgsB22kZeex8URlwyaWL9ELgP3YdADBCLSBo53aWksJJa7oSYGmq+C9kfAucUYTDNM3G43zc3NTill8NZ5PUMZrs9S19HbWsDVbgR59lfB9g1oWDRMn5sQ7r2cO0DrsuHztUSfiMbV5kRKF3Wyto/POdFTWUAeOmY+5312XxBi+LzPz+fwAXx+L9GokO+pKeZNm878cmPBHZceMiyfB8OBg1JKaG9pIzqqw+vz1V6ft/p1Cw59Jgbl8ylGWz/7ExUVNeggP0t4OGgREPlN+iQjd6M3INwH+Zi8nIsXXEzk/ig0l4ZJukHC33ixX58Fgjd5HYBwItDx9KmfLxuGz3u9PuvVOjO0mZyXvDKgz6mkEU88tP+/gX9I0gaO/9BS91dirK+AcxuI0f2OKJ9PMRqfNU3DbDbjdI7uQbw/cnNz2X+gBJm4F6IeQ2qRuIToN97w9/lP2hM8pT3K7MhyXLhx4GQheViwYBJiWD7vcYBTWkgllS/yFS61XUZEayStKS393vMUphBJBHQ82vegKRus5wbMY25ubh5xitF4+DwhgmVg59atW0c8QlX3eGg72YwMXQNAfOQhGttGuHpS5xOEEUIus7iSq/k8XyTFlMq8hfMp3l3MX+SfWM9aQmwhPnGt0VY+yfUA7NI2kRx+kHeydTZkS8wCCr1/o93SyFWeboUIrz8/b4RmHZI0KJkhuWR+DvtjdpJSnEar3sozPM3Glg9paGxg5oyZ5FPAvXyTOczt9/Y1NJayDEvb9wZ9q03ts4gNLwcc4NwI7T82Hjjk8FsxDhw4gMViOS1zcZ4BDNtn3e2Co4fAfRRaboCuP4HHGOU/HJ/Ntm+RT4FvztduQgjhKq7m83yBFFMKeQvmsHt3IebmL5FMAufbLujjs1O38kg9HPeOx1sVASYBxf4+07/PiRr8MQ1eiz9VIVe5dJYdhaePtVDf0MTM6bmD+jxUNDTCmsJJ1H4F2MH5oeFz43KoiYSmS6Dt++D4wNtq3wZ6/138oHzuxajqZ3+EEFgsFux2+4DnOWw2hIgC68UBCorC7KlkFjPJCMtkxtRsDuwvRDReiObcwk22W5leNLOHzwLBBtbTitGNnk0OQmosDpUUTpXMtIJFyB4+/6wBmrw+P9uPz0uPwm9rHBw+XMrC+XkD+rxcrsDk/IgBezf9aGqbS1xUK1iXDHvgVG+Uzz0Ylc9JSUnU1dUF834AiI+PJyoqhorKZhBmdL0Nl3Szm139xhv+PtuwUSIOESZ0oonmKq4hGmP+8WkB4o3+fF52FB5vBLuuoXlM6LslF+VdxBzRf/28Qq7E4niPfhtxwu9moBCztraW5OTkEf2sxsPnCREsSynbWlpaHG73UBZj6YspJITG0nIIvQpEAhnxH3Gi8YIR34/FWcQt8jOcw2IsWHDjpjGukdL4w+gHJKG2UJ+4jmgHN3ELJsy00877vMvL4kUe0x6ky1SLLmG/X9141AVOHc71zj/ulHB7FbgFxJo8bNT+j+O5lXRGdzK1eDpal0bdrjqO5JXSJbrQ0Igggk9yPZ/lzj5d7nOYi0YXOP414Hts7cwmzNqIxdwrnyj8nlPT6Q2DoqIivaWlZe2wL5yEDNdnZ3s71fsPI7X/3955h8dRXY37vbNNZbWSrG5Vy5Z7F7bBtsBAEkhCQgkQWkgoyRdIAoSQQBrflx6SAAFCIJ0Q+JGQUFMIIYApNu644Crb6nVVV221Ze7vj1mtdqVddVuyuC/PPo80OzNb9HJ95s6552hgngPm8OYyo/LZ8xrIDiM3MkBf7vsyVmDBiqZ3kxy3jRm2P3HgqMRdeQHaTo204rSgz2ZpwemDn4WU+PyI3Rgw3gu5ljruie7zRxPgKkf4gOzw9qAd3s19acto1gW6bg3x+YYhU0iGYl77AmJirFj8T0Z41m/kv3bdbwTNDQ5oPh06vgLuF0BvNnLBdZeRAoPyOZTxjs8DmTlzJsPljFoTEkDYkfavDn4y5nJILwfruVhFLJreTW76e7jb/01NvYnummso3fEu64rXY3FYwsbnTbwVPM1c5iKFTo15N87Yl/AJFy7RRneIz176fb4ggs8m3Uf3/l08PmMBLpM1qs82bCxmCSbXbSP6jqSEutbTychez0T8M6187me8PmdmZlJfP/r0sZGwYMECKsrL6e72YGpaRYz7Oa5yXcOcnfMixhvhPs/DIqzYAv8JBBYs9EQZnyP5LKXOt51wXiXsLT1KalommYmZfILLBo3PccQxl3lo7V+O8EmsEPe5YO+KgXg8HqSUY67bPBk+T4lgGcBisRw8dOjQmI41mc3krFmDr7sLGXcDMdZWzFoPnT0zR3miOTDjLTTLCmMGRGr4pI+3eYv/x5+onF9BTEcsRZvnU1Z8DLfDzQbOJo10dHSe5a9hK0gTScIPHAwJLva4IVYzOub08Xq3URQcaeZ8PkwyM2iYW4c7zs2i15dQvaCK4wnHeZD7KeM4HjxYsZFPAV/kFs7i7GA9xhJZgq3rsWE/alXTOeSmDnBN2CHuqjEFy2+99VZbZ2fnllEfOE0Zjc/WhATMMTGQMw+qjkF8+OAzWp9tXb9mvSxhBincwGe5iIuJIw6rNBmzqa5bofVC5mc/RkdPDpv3f4rTCn/AmQnr+Kz8H9JIxy01ftwEof+crI017owcCrn42zuEz2bgVzOh0GIMyHWWOB6ofJ3HUxbwop7AvKNQ6ZX0SF/A53y+yC1sCPF5pORXFlCQcXiEe0vwHTAWVLVeBA2p4FwI3u30zfopn8MZz/g8kOzsbKqrq5EyetqoEAK/z4+wlhg5nGCMzylvQ+LvQJthpCboXeC6DdF2EStn/4TSukvYcuRbFBfcTKbtGLfK20PG57+Fjc+55OFH5x02s5lNdNJJBeXEa7AhxOeNUXyusCbwi4rX2BOXxuOWTOYdNfbt1OUgn0+Tq5B6HfjeG9F31NI5H0dsFRbH9VEDjtGgfA5nPD47HA46OjomvHU7gNlsZsnCBex6dw/+xJforP8ZB3Zs4qzis4h1xIXFG//gxQE+50Y8Z9wIx+e+gFmTOg0tLbxWUU/lzCI6dbBiHTQ+F8tVSH8F6GWDXzTm0iE/Z0NDAxkZGWP5ioDJ8XnKBMstLS0vbdy4cWxN2zHyPuv3HYX42wFBbtprVDadM8KjbWD/HqTtMXJsNLsxCPuPI3pfYbVcQxJJxHTEYO220p3cSUpVKnkyj/WUIBAc5hAVVATPmEIqGhpxGhwOCZbfdRsBx4cHLHC+uc6YxTBh4mquIaYnhkRnIq2ZbaRWpYEOPfTwJ/7Iy7wUbO1qxUoJZ3Irt1PMKtJIg45vDflpdd2Es30ZGYm7wp+IvWZE5V4i8eabb/qAXcPu+D5hND4LIUhbuJCmo8eRTfXGzJlwhO0zKp+77iGZGXyBL5FDLlZsQZ9pKjZSPIAOdzbdvekkx5dS1ZCDpfUmMkhFIHDj4t5Mye5CyZUOWGwzUjBiB/i8axifYwS8mAuZ3h5WdjvZFp/Jua4qNKlzRaIk2wK7xJYwn9cHfJ7FrBF93Bl6Cm6nmwzLHSP7fiLhbwDL6mBgonwOZ7zjcyhWqxW73T7sQj+p64BAxt/ePz5b1hjjMxjNpVo+CD2/A6DHk4pfmrGauujozsfc8XUs6GhogfG5PHjuFFLQ0LBgoZmm4PY66tCEn48M43Oc7mdObztV1gTmuNvQpE6rDvvcMtAQKNTnEs4TH8ba8/yIv6PKpnPJyxnx7sOifA5nPD4LIUhJSWGiyikOJCUjk5ysLLbsqGFH2Y8onvU90iz/5X/kTayjBCtWJJIruIqLuJh00oPxRiQsYvjx2UJ/wPyNmq3c1LCHH2eexkeqNb5aD106CGkKG5/XsQ5r53cifwj7XeF9LQZQW1s7ruZRk+HzlAmWu7q6nnviiSfaxnq8NT6exNxcIAZs55GZtI2GtmJ8/mEWRlg/COnHjdk8EQfCbAQWPY+Dcwmm1o8Q636Jq1yfYs7OuZSddoxjq49i0kwUbZqPu7MXHZ1/Ep72kE8BEonLb9Tv7OOgx1hIsshmCNpHox/ubIBun0ZnZRdLt6ygakkllSvLgikZfReR29nGr3iENtoCs8xWEknkw/IjCL0JtKEbWNS0rCcjaTuaNiBtK/5r/f8QjYKKigrcbneVWjzSz2h91sxm2qqqYdF6cDkh9tqw50flc9ohrNJnLPDAFOYzfmP21dWTw85jX+G0OfeyuujHaMLMpv2fprfTh47Ob7RfcJ/2f7hi3uTBrF52FUp0OdjnQyE+W0PSKhv9cFcD9OgSa0MlDzi38Nu0JfwicyXlNgcPt+zinjSdv2i/42Ve4tc8QvsAn6/mWq7gykD76+gsq15BerqOpo1jDVrsZRgFlJTPkRjv+DyQ/Px8ysoizEiFYLbZQMRA/K3h43Mf0g1JvweRHPR51Zyfsm7BN6luPpc91ffh85mMGwnSS3LILeR8ZiGR9NKLJySH2IkTD56o47Nbh+TuVn7f8DY74zP4XvYZwRm5n6T5+Z8ZOn/QHhjgs83Iq4i7AZL+BtrQeZoebwLtXYWkzLxh2LF8JCifBzNen/Py8qioqBh+xzEyIy2djo4ubLZ44mc+g9bxPWyBMR2MtB4LFpaxgv/hJq7nBiTR79REGp/7fC6wwj2BSd49cekUetppNsfQYjZSJB5tg9VlxgLB7sAscyKJWNDAdtFgn83LwVQY9b243W48Hg8OR/Rgeigmy+cpEyxLKcsrKiq6x1OWxeZw0FruRMZ/DZPmIzvlLaqizcZpMyH5RUh+DrQsY/V1X8mptk8aZXwwptC66m7n4I53OLP4LGIcMSCgZMGZLFy0kB07d/DvYy/RrYevtC+iCCtWjg5Yy3GoF8zCCDBOG1BR5a+NPWzdthVXSwfnrj+HzBmGwQ1z6wYFzE4a+QUPsI+9/bMYwopZS4W0oxB3M5H+vFLC8YaPUpjxz/AnLOtBSx20/0h4/vnnPe3t7X8a08HTlNH6bLJayS8pwd3SAuVHIT58lnR4n7MG+BwX1ee+wKJ49r04YqsRQrJgycUsWrSQ7bv6ffbh4xX+w4Om71IhjmE3QekAnw+G+FwcSD/LMMHdqZJv2LvZs20rXW0tnHfmenJTZxjPzy6iJN3BS7v/RnngFl4jjTzEA7wX6jNW5jKf2/gKq1kTsXufRVoQZYI5M346ou85KvF3BmdClM+DmYjxOZTU1FQ6Ozvp6Rm6Qonf4wGEMT4PRMSAqQCX7XV2Hvta0GeLyc3q1cUkJ6fx9ttv09rUyhKxjC9yK9fLG5nLPOYyFyvWsFllMMZVEybD5wHj82+b/ew6cIDjB/ZzzqpimJkPGDNyC1IcrC/fxR94gGaaB/mMCHyGmAsg7VjU8RmgrPF8CrIOIswFI/w2h0b5PJjx+pyUlERvb++w/o4Fl8vFzp07Wbt2LdmZWWzZXkN3/DZMYnAHUxMmLFhJwBHWH2IgoeNzH4+2QqXPqADz2STJTZ5qbm7czV25JRyMTQmmZIBR0WvRMXiqPTDLjMAiYiP7HP/lIVOHKioqyMvLG9N3A5Pn85QJlgF0XX/+5ZdfHnM9T2t8PF0NjUYqhSmfgvSXqXB+CClDP6YJ4r4MaUfAdp4xgAlhrJD37jK6RfX2B5LBwKLgFtIsb/E5eRNncw6zKCQlOYV56+dR561lwRuLSD+aibnXmPkooACkYNeARd8VXuMKL0YY3f2QkiJ3K7fU7+Ir9dt51F7I3KXLiLXEcXnIrFqkgNmHjxd4jr/xNL304sdvSKolQMI9kLoXzCvDXt/pWoojtpIYa1v4G7PfAWJsLTyffPLJ9s7OzufGdPA0ZrQ+SympP1SKzJgFJII1fFFfdJ9vG73PgcACgNgbwXo2iTPSo/qcReawPn8uGV7I0dmd2sIHq7aw9d2XOTJ7P4uWLSTRauEvOfCNFMlPM2DrvDdxOpyDfH6e53iGvwZ9NmPGho0Pch5f4BayCM/bXuxcij3BSoz4z0i/5sGYV4KpIPir8jky4x2fQxFCUFhYyPHjx4fcz2S1Dtm0wNXhYefuZopPOxNHXKC6SexnEbZzyMufzemnn05ZWRnbNm+lpb6BPPK5jE+yQC4EKbFJGx+U5/FBeR4OHKyWp2PFSowwuqEBJPg9XNRayj1Vb/LnHhsrzlhHmsPOX3IgzQQ/SZdcvnQ2hxP34diVNKTPxvhsD4zP+waNz37dQm3LOnILzp6QXGVQPkdjvD7n5+dTXl4+ge+oP1AuLi7G4XBQMHsO84uK2LZtJ2XldUPm+Q9FqM996Bhtrtvdbg7s3M61/kYeyFtHoyV+UA4zGAH3d5zgkZJe6Y3ss/Uc4y5d6B2g0NfUdWpqasjOzh7T54DJ83lKBcuNjY1PPfXUUy3D7xkZoWlkrlhBb7sLGfdFrOYu0hx7qHQGZuMsayDtACR8NxBUWI2pVtkNnT+G5nWg9xeVHxhYmNouJ7b3LUrkWVix4sfH86ZnqZ1fw+H1B5CazuytRczfvIiyg+VU1FZzgaWL9wp19s+WLLRK9hb4cLW1UldZzoaq3dxb9QYXtB3nNUcud+WU8Iw5nSfajW5SFixczpXBq8lIATPAIQ7yEA9QTz2ewOwhmh3MCyDlLXD8CoQDKTUO11zBnKznw784LR1sHwIxeh1cLhdVVVWdUsrKUR88zRmtz7aEBBw5OciEFCgrHTS7HN3n7xl/775arNJvdD5r+cCQPgNgng+On4NmH9bn8tpajri60foGbCkx635Km9qoqyxnYdluLLte5pXyf7A57w3eLdlBefpx9rIHL17iBXwjDZ7Wfkc5ZVF9PsiBQT7bsJFKKjfyWT7OhcYsioTEw0nMm7lxVH+XQdhvDwYmyufojHd8HsjMmTNxOp3DlpGLRn9gcRqOpHmQuhksa8FxfzCdLDY2ltWrV7NkyVLqG5p54/WNHN67j6qqY3R0NJNGOiXiTErEmdixs16U4PV66Whp4pzmo9xVu5Vv1W6hV5i4K7eER+yzedIl6NGNclx7Z8tg6sXxucdG7LMxPs+H1P7xGaC88XxmpuzEFH9x1IBjtN+R8jky4/U5Ozub+vp6vN4JSeUfFCj3kZKRyfqSEjo7O3nnnXfG1EHQphnd/UIxS53khgpe3fQOmbl5rFixksfzLcG564EBc64Zts6S1IjDPCTuD/gcuNXY5/OMfwzZp6GqqorMzEzM5rG5PZk+i7FeqZwIhBBaRkZGbWVlZYbVOrYi7N6eHmq2bSO/ZAWiIQ2fX+Ptg/ewemUScTMuBWL6g0LZY9ymbr0IvFvDzhMxsMAGae+BaRa69NIlPDwj/sZxjoUdu6RnKWvaz8DV1k5lWyXeXq+RDtkBJEKqPZWspJnEOJKYXe/ArYWL49CgvMjo6+6hl9d4lc1sCj6fcSSLOFccZSuPhV3uCAQbOIf1rMeMpf+Wjd4DuCl970F8vYdZkPNU+JcW/y2wf924dT9KnnrqKf3WW2/9eWNj41dGffA0Zyw+ezo7aTp8iCxzB2LJ6eAsDGsu4/PH9PucfKlxKzrSRY7ebTQxaT4X6BnC531gKsQrdHaxc1DuPfT73NLSzWsNbei9vWhIsj0dlNsSWZBkZ3FaEvYkO790/ALdHD5YxhDDl7mDWGJH7fPZnMO6AT578eLDxxulG8nx5bA4aSXhdTtGgUiCjNpglynlc3QmYnweSGNjI2VlZaxevXpUbW8jBhbSbfz/IP3G4r8I+P1+WlpaaG9vp62tLaxBSmdnJ3a7HZPJRGJiInGJSZzTmkyVNTzKCB2fe6WXLeJtXuW/wefHOj531t/Jjv3zKDmtFlPidyOnnowS5XN0JsLn8vJyenp6WLBgwbjeS7RAeSAtLS2Ulpbi9/spKCggIyMDkymy6xs3bmTDhg3B37t1SDgEM7w9bOioZF1HLdvjM3k9ZTb751tJNhnt3v+vEe4NuYS4pOUIi7wuPr92BS2WUp7WjAyIqD5Hwe/38+abb7Ju3TrG+n1Pps9TamZZSqlLKZ974YUXxlyTxRIbS+ayZUi/H2Ivw2y/nMXLPs6ew4VIYvsDC70T3P8G57wRBsqA4wEwzQRhQqObePc/uVJezh3ya5wh1xKDkRQ0J7aI3Mxc5s2fz77T97DzrO3s3LCdroRudp65nd6VveQX5mNPnsG82MFXWC4dvlAHnX6wYuMcPhB2+znajJxE8jqv8kcewy/9/c1FtFg6uszUtp7JvCVfBNPckFfTwH7rmAJlgPvvv7/F6XQ+MqaDpzlj8dkcG4u7rR0WnAFNVUbb09DnQ30WsdHvBmhxYF4GKa/i6pkT3WfN8NmLl1d4OeKpZsfOCfp8z8zT+WreWXwlbwPV1gTuyj2TXbNWkjerkMQZiaSbBy9ecuPmH7yIh95R+/xawOduuvFizOBYsODr8BFTG8v8OSlDLiYZltjPhFWAUT5HZyLG54Gkp6djs9mGrbscStTAItAaOFqgDGAymUhLS2POnDmcdtppbNiwIfiw2+1s2LCBkpISli5dSnpOHskJgxfYuXR4sAXa/RKbsLCW9aMen0N9RotFiiT2HL+aZctWYXJ8dUICZVA+D8VE+JyXl0dDQ8OY747AyANlMBqXrFmzhqVLl9LW1sabb77JO++8w8GDB6mrq6O7uxufz4eUEiklXq+XtrY2Kioq2L93Dw9Uv8ktDbtoMcdyV24J/y91AXXCGow37JrRDntFSH7z9vS5XJjl4ODeN3ia/lThqD5HoaysjJycnDEHyjC5Pk+pYBmgsbHx/nvvvbd5+D2jIzSNtqpWZOIfwPEwqekFxNsdxupV6QvU5vwStF1itBYNIWqgbLvAKK0m4oxAu/3zaG1XYatPwNH+dc7VF/NVeRefkJdRRBECgUTSxeAuYU4a8eLFLKAkSoz6lMtopeqTYMbMVVwT1kY12oAMsFQuRacHet8AvRNd19m9ezfLlq1As62GtHch4UcYlUM+CmNsN3z8+HGqq6trpJRHx3SC9wGj9Vkzmchdu5aOmmpk5XGI+xJgAvNCSNk+2OchTxaHq2c2O8t/TvHshyP7rMXjoZe/80JYVYBQCpmNQKBjrKIeyAGPsehDQyOfgojn2MdeGmgI5iGPxudKKniA+4I1xvt8Xr5sOWZzerjPo0IYufqBwET5PDwTMT4PZNGiRRw9enREi6VGE1iMF3PfupIAsQKuS4JDsyW3p+igdeLHjwnTuHwGw72k5FSS09Ya9e4nAOXz8IzXZ03TKCoq4vDhkdZ4D2esPtvtdhYuXMiGDRtYvnw5SUlJtLe3s2/fPt555x3eeOMNurq62Lp1K8ePH8fv95Odk0vpwrXcnbOO1xx59Ibc0Q6NN/rKycULgqkXtrk6hxIPjNjngXi9XqqqqigsHPvExmT7POWCZSnlkcrKypqjR8f+fdgcDhKyspC6FsxdW7hwIeXl5XR3tUL3w9Dz2KDjogbK2kxIeiJQMcMH3t3g/mv/8z2PYG0swNK0gsWedizSmNloI3IpKydGfcY4jUH1PEP5TK3RcUdDI444Ps5FYc9HGpAvkB9jOYuwNi6G1vPAdQfHjh4kLTXF6MMuzEbAH/clo2Se4ycgxlae6IEHHuhoamr60ZgOfp8wFp+llDQcPgpzisHrN6pcpG4Hy4rBPnd3Rz2Py+Vi5679FBevwpHzOBBY3h/isx8/ddSxn8jNEuKIw47xmuVRuvQe6gWBMeM7l7mRdwKe5Rn0QN3bkfrchxs3T/A4/+ZfHD52mNS01Ag+l4Htw1FffxDWc8LqWSufh2cixueBWCwWFi1axN69e4dcwHQyA2XoH5+LrPBQpqRxnuSejB6qba9yr/a/PCZ+OyE+t3a2UlVdxfz58w2fx1C+MxLK5+GZCJ9nzpxJZ2cnLS2jS3+eCJ+FEMTGxpKVlcX8+fNZs2YNJSUlwTsl69evZ+XKlRQWFjIzdQYfToqeK3xfM+hINAEzTPDnHCNQbjYd5mntTyP22YMnrFkKwHvvvUdRUVHUlJGRMNk+T7lgGcDpdH7nJz/5yeiz2EOwxMaihfxhzGYzixcvZs++o8jYmyHulrD9owbKaJD8bDCnEemB9s9EflHffkxd92OTxu2IeiK3xGyhOVgvce0Q2Q9HPPBQC3T5jUBkPgtYQngr5FCBP+q/oD9Q1o38d1fLP6mreo25sy1GHmvwY8WDKQu0PKN6wijp6uri6aef7vR6vc+O+uD3GaP12RoXR9by5ehoxiyT5cxAjdkIPu/ZEzHACBuIE9ODKRmIeEh+Juizjp/neCbqe8kjH18gH3hvb+R9jniMwAKMrmjRaKaJLWzGg2dEPg8ckAHec+1jX91e0uamhs9iaPFgyoSkv0LyP0EbwWrr+K8FK8Aon0fORIzPA+lLx6iqqor4/MkOlPv4kN1ozPPR5Br+rP2ah0zf5w1eR0efEJ93yO38Z/fLzFpagN8UfWHUaFE+j5zx+iyEYPny5ezduxe/f2R/w8ny+YwB5RCtwmh5vadQ8odsSZtswYOHOA1K4nR6TdXBHGUYgc9s51f8kjZag+NzQ0MDHo9nXBUwpoLPUzJY9vl8f3/xxRe7huvwNFpSU1Ox2+0cK6uHhB8GA+bogTIQ/w0wL+pvrdp1L/iPRTh7ANs5IOz48FFHbcRdfPjowQhcTQLmRMiCKLDAz9IlNyVLfAErrVj5OBeFFdcHQ+B8Rz7iXTA3LA0Gyl5/DLuPf4ll+fejNS+FnieNzxDKGHOVH3vsMY/H4/mtlHJilgJPY8bis8Vux2+JAVscmCLPNAV9PhbuY8SBuC+HOe0YmBeDsOLBwyY20UL0GZFCZmPFSq/OoLJxffRKaA78G6GhkUJK1PO9zmv0BioCDOVzpAFZ82rk7y7k2LKj/FL7BfvYM/i2nxYPtg9A2uFANZEoMylaNtjODOZ8K59HzokanxctWsSxY8fo6gofoyYrsADwCy+PaQ/zB/EIlQxegD/Q5wu5eMQ+A2QczaJ1Rit/TP5DZJ/HiPJ55EyEz/Hx8eTl5TGSFtqT6bNZGHdK8i3w03SJc67kgaxe2mLe4D7t/3hUezDoc6JJI0tLH5XPYNw5/wUPspc9dHm7OHDgAMuWLRvVAt6BTAWfp2SwLKX09/T0/PD73//+hHdoWbRoEU6nk8rqZkj4IS55V/RA2bIGEr5u3BaTEmQbdP5g6BewfQiECR/eYLpFJJoIpEnJ/rw4DaMt5ev5kgOzJZfOqOdZ0x940fSn4CDal+8Z2tryAvkx1hetJkn7LbtKL0GXGn7dwvbSuyjM/DuJ8WWAG1yfg7arQHfBOJzr6enhRz/6UVtLS8t9Yz7J+4ix+Gyz27HGD7/IJ+hzZeBOwlADsRZnNJ7R7Egkbty8ycYhzz+HOWho9EijAUk0jgSek8ioecvQV3v22SF9hsEDsvALZm8vorGwnp7E7kCN8ecDNcbdRs3PPoTVCJrt/wtph4xyYgOJuzn4o/J5dJyo8dlisbB8+XK2b98eXDA1mYEFGD7PHFDbO5SBPvflLw/nM8CMqhQSmhKom18T5rN7oM+jRPk8OibK51mzZtHe3k5jY2PUfSbdZwkv5UkOzpZcNqOB50x/4EHTd/kvr+AL/DeW8XkgPny8KJ/n33teoqCoAEuMZfBOI2Sq+Dwlg2UAl8v1qyeeeKKlrq5u+J1HgaZprFq1iqqqKo6V1bPz8AcoXtQwOFAWDkh+nmCep+yGts/Q1wUtIiI+uDJfQ6NpiGC5lhp0dOI1uDQB7kyR1M6VPJntIyFuJz/XfsjvtF9wnGOUcoQKyoOLSZKZwQf5EBCeozw36/c44srZefQ2th+9g5kzNpOT8nb4C/e+CN2/NsosjZH777+/p7u7+xdSyrYxn+R9xknx+dix4QfiQCqHV/bglR7mMm/QQNiHFWtwVsEsjNzkaOx0gy6NY4qGyFsGKOUI5ZRF9DmU4IC8czaF2+fQOrOF1pzwWfC+GuN11EaYZbYb/z/OeAWS/gRiRuAJC8TfHKyeoHwePSfK5+TkZBYvXszWrVtpbm6e1MAC+nwuGnKfUfu8azaJtUmkVqRxfNVRpNafRnWIg/yCB6inbsyzzMrn0TMRPgshKC4uZv/+/WElCUNeY9J9jtcgydISiC8e4hiD75KPxedIAXNmaRbNtmaeyXk68vg8QqaKz1M2WJZS+trb2++46667JjQ3Dox8zwULFnDw4EHy8gpwZH5rUA4zSY+DlmTk80oPeF4Fz38jni+I5QyjdjNgwkxrlAV+AI004MOLELAhXnJLWjtvm5/hftP/8oJ4Lpim0ccLPB+cbbBiZRVruEZeOyhHeXbmi3S48+jpTSMvLcL7jf8mxN1kdPkbA21tbTz00ENtra2tPxvTCd6nnDyf84YfiKUHa+9rzOh6govlh7lTfp1z5QdIIPy4XPLwBvKV44Tks8mSH6T1P7LNBH9eaJN06xKBGHJmuY8XeWGQz4UMXindOLuemI5YrD1WmvIiX3y6cPEbfsUWNuOTPmP6pA8hjBn1mEuNBYCx10PMJfQNfcrnsXEifU5NTSU3N5d33nmHpUuXTlpgAQR8njXsfiP1uWFuHbqmU7B7FsdWlaKbB0cZLlz8mkfZxFt48CAZeS8E5fPYmCifbTYbK1euZOfOnWHNSqZCoAzGcBgjbIPii4G8yUb6tBvO50gBc2JdEvbmBKoXVQbH57d5Cy/eU9bnKRssA7jd7r+9/PLLdaWlpRN6XpfLxZ49ezjjjDOor68PpmQEA+bY68B6bn/dTjRw/51hvy7r2cEFQx24hpTCiRM98LxZ8/H/tF+xh3ejv2faeZ1Xg1dnFizkU4C16axgoOzz29hW+nUK0v9Ddsrb7Dp2G3poa+T4bwaaj4y9huf3vve9jq6uru9KKYev86QI46T5XDlMcyPpgfbPITq+jK1+BrGtV7HWl85t8nY+Ja9lVmBQnMWs4EJUr/BwaeoxPpnW/0g29wZ/XmCvxmIy3LRhw8HQ/yBE8vlyriSO/hx6zacxe1sRTQWNtGS3RJ3BAONOTrbMQdebQHcOvnMiYkBzGLWlk/5k/IzyeTycSJ8rKipYuHAh77333rhq2E4Eo/PZuP0SyWeA5JoZ2LpiaCxoJG9fQVSfjRq2r/FH/kAXXcPWsO1D+Tx2JsrnxMREioqK2LFjB7quT5lAuQ9rFJ8FgjkU8Rl5PZ/meqSQwXTNaD7D4IA5ti2OrMPZlBX3N+WRSDbyGo/x+1PW5ykdLEsppdPpvPlLX/pS9CnaURIqbkpKCmvWrKG2tpajx+uQ9h8YPc4dDw0o32MCx72QXgfxdxl5n5GI+XCwRelQ+coATTgxBxYf6fhHNBv3DpvppBOJMYNnA3AYF1y9Xgdbj3yL7JS3KMz4F3NnPosjrrw/YJ6AQLm6uponn3yypaOj47djPsn7mJPq89Gjkctw6Z3Q8a2wNtj0voClaTGWxjxmu3dxlbyCr8ivslyuxISRtlFJBX/kD2GPZpqDPz/BH4P7jtVnK1Yu5woAzL1m5mydS0t2M87CxiFv+ZkwcY28llw9FmvjLHDOhd5XjM86EM0OwrgAUD6PjxPtc2FhIYsWLWLLli2DFv2dTCbCZ4DU8jRSK9I4evph6hbWDHkLu48qKnmQ+ymjjN5hUueUz+NjIn2eOXMm6enpbNmyhR07dkyZQBkG+xxLLOtlCXfIO/kkVzJLFGLRezFLU3CsjORzKH3j85ytcyl4dxbHVx3Fbx2cd9/n83GODZuWMdV8ntLBMoDf73/93Xff3f7888+Pu65OpCs8s9nM6tWr6enpYcu2fXRzXciMcgAhjJkoUzrYvw3pVZD0N7CcHrKT1WgcAejo1FAz5HvpoQd/4Ba3BSuzmTPs+9fReZa/9l+VCRtYVlPT+QM2H/4Oc7KeJS91Y3D/YMBc8Rv0uDvHFShLKbn66qtbWlpabpBSjrG3sOKk+rxlS3gdZqmDXgvdv4h8Qr0+0GjHTqLr/4gPzCLo6NSeBJ/NmMkhhzU1p1O0eR71c+poyevvFxApYA4PlOcAbpDt0PpxcN1uVH+Rg79q5fPEcKJ9Tk1NZdmyZWzfvp3Kysoh6zCfKAyfZw+7n+Hz3wb5fLrnDAp2FmJvTuDomiPoFkPe4XI+Q89rl/FoulP5fIKZSJ/T0tJwuVzExMRgt09M7eyJoG98ziaHy+UnuYM72SDOIUEkYNN1o221Zh9UUtaMmWxyOIMIC6YBV0Y7se1xeGI8eGKjL3Bx4+ZJ/sRL/DNiTWaYmj5P+WAZoLGx8Zqbb765qbl57I2jhroVomkaS5YsoaioiG079lNeURV9UNbijGA65iJj4VDaEYi9AaxnBW/9evHgJPqK2D5aAjnNGhqFIxiMASqp5CAH8OKlt7eX7TsPUu/6AOsW/5mMpMFpHHOLFuCYsYZduw+j62PvUvu73/3Oc/jw4Zc8Hs+rYz6JAjjJPm/bRnl5ueGzdEPbp2AkK+292zFJYzbPi4fGEflsLL4bj897tu8loz6TtnWtuDIGpw+GBhgmPUKgHErPb6D5NPCXDSqZqHyeOE60z8nJyaxbt47W1la2bds2ok5/E4nh8/AXfxDuM0BLfSsxm+IgC8qLjyNN4f+uDBcwW7FyvbyRNH8nlsYC5fNJYCJ9Xrt2LZmZmWzdujUsh3ky0dBYIVdwHTewUCzGInWsMlBiU4sd8lgbNj7AB8kkK2y7vSmBgndncWT9QTpTOoe9AATYyQ4e5Ze00jrorslU9PmUCJallM62trZbrr/++jHdHhlpzlBqairr16/H5XINnpUbiDAZV1/mInDcDzNeCs5IS4ZPwwCop/9WuB07sQwtah//4h/U1tSwefNmcnNzKV55Gtb0p43GFaEEUi/mzluEw+Fg165dYwqYq6ur+da3vuVsaGj4/KgPVgxicnzeTHfrX8G7bWQvYj1zDD73N+EZj88ri4u5ynp1MF96IA1z63A7ejhr19lk+2IiB8p9+A6BczH0/CkYYCifJ5aT4bPFYmHZsmXMmjWLLVu2nPRZ5tH67Pb0sHPnTqqqqjhj7Rl8YuYnhvQ5UsAcFig7FwK68vkkMNE+FxYWkp+fz6ZNmyJWyZgMBDpW3WNUQhK2YL35kWDCzNVcE/Q5tTyNmQdzKD39CL323hHfMQHooRtNCkz++inv8ykRLAN0d3c/vWXLlm3PPffcqKbkR5tcbzabWbp06eBZuaHQEozgWdgAIxm+maZhX6ueuuAMhA/fiPLizG4zmdtnsrt+N6etO43MzExDdJEKib/q33FAjvLcuXPHFDBLKbnyyitbnE7np6SUU+P/9GnASfd5di7b9mZS3vYdJCNIx7F9dNQ+11E7Zp/frX836HO09sF9mDDxoaLzyEhI4L0tD6LL4UoS9YLrJmi7Aulv49PXfqpL+TyxnCyf09PTWb9+PS0tLSd1ltmHd0Q+A1jrbWzc9AYpmSmsWrWKWFvskD7D4IA5YqAcRPl8oplon2fOnMmKFSvYsWPHkHWYTxrjaKveNz5/TL+Q3D352JsTKF17CF9M/8z5SALmeOL5nPw8Cd79mJ2zprzPp0ywDP23R6qrq4ffmfGVa+mblevq6uKNN96grKwMn29k/9+4cY9otaeTxmArYSvWYBWCSNg6Y8jbXWAsesppZlfxDjqtnf35Ploc2C6GmMujLuYbS8D8wAMPuEtLS//p9/tfH9EBihFzUn1Oz2N9ybl0+T/GG4depMz1GD4WRdlbA2tx8LeR+tyEc8w+v1u8k05rR9BnC1YWsJDFLAk7LjRHeYGjBEfcscFVX6LR+woPP/S/tLS0vKl8nnhOls99zUtmzZrF1q1b2b9//wkPmq3YhvQZCYmNSax4p5jVVWs4e+0GcrNz+99zFJ9D6QswZu8q4jr/DVEC5RCUzyeUifY5MTGRM844g6NHj7J///4Rt8aeivS43LS/7WJG/AzKVw5OL4KhA+awQLn5TGPjFPdZTMaCifFgNpvXzZs378Xt27fPiIuL3qp5Isu1eDweKioqqK6uJiMjg9zcXBISotcp7pbdHGT/oO0NbzjJOCst+HsMsRQxF6sw+l034eRBft5/gC5IbEwktSINza/RMLseV3o7BPLuM8jgc9wUfntPuo0FIEMs5jty5Agul4uVK1eiadGDjFdffVW/8sorDzidztOklEO0pFCMlUnzufwY1TW1ZKRKcmc8QYL2BMFcZvNySHkjWF6tkgp+y68HnWf+xkUc2tDveSKJfInbsDI2n9PJ4H8G+NxLLw/zEG20Rl7MBxypvQRXdwErZ/8cTUS7CLTx2p4fccsdv2nYv/9gvvL5xHCyfdZ1ndraWo4fP47dbmfWrFkkJSWNqbXuxo0b2bBhQ9TnnTh5KNRnQPg0ZtZmk12WQ6Yjk1mzC0hxpBpNrLAFmwD1EepzJKxY+fCRj+Jvd3Fa9nloItoEjfL5ZHAifJZSUlZWRmVlJUuXLmXGjBlD7j9WhvN5LOi6TmlpKQ0NDSxfvhybwzakzwAZR7KIc8VRttIoJRcxUD4FfD7lgmWA5OTkz5eUlPzohRdeSIo0KJ6ouoZ+v5+GhgYqKyvxer3k5OSQmpqK3W7vH5ylBN9h8O0ddPzGLRY2nD5ghi7m4mB5Fj8+7vH9CHO7mcS6ZBzORDrS2mnKa8LtiDxz8hEuYCXFwQBlpAwXMB8/fpz169fX1tXVFUsp6yOcQjFBTKrP9fVUVpbh9XnJSdtPaszvsCeVIBz3gBaLRHKEw2zm7UHHOzYm4drQFvxdILiW64IdAcfi84f5KMWcFvTZjx8nTn7Do1wlr4m6mG/ogNnG8bbHuOAT/+c+ePDwLOXziWUyfJZS0tzcTHl5OZ2dnWRnZ5Obm0tMTMzwBwcYLrjw4+NH/ACP9GBvSaCgahaJrYnkZuWRW5BLQkwC6B1DNnzq8/lRHh5UBSA09aJszzdxdecrn6cAJ8rnrq4udu/ejd1uZ968eaNydSRMdLDc2NjIoUOHyMjIoKioCE3ThvQ5lL6AuXFlPZ8TgwPlU8HnUzJYBsjIyPj9F77whcvvvvvusCnUk1UA3O12U1NTQ0tLC11dXZjNZhITE0lyxJBofoQE8QBiwCC38b2fsWHxHcHfvf5Y2i3v0NYRT3t7O+0d7bSaWmhJbMGV1k57RjtoQ/99rFj5MncQP5I81AFEC5g7OjooLi5uLi0t/ZCUcteoT6wYNVPC5+pyWlrb6ersxGyxkZiYiMMRR1xSLPF226DZui1vvsvpZ64I/u7z+uh0eehqd0+ozx489MpebLpryMV8kQNmGx2W59lw3td9u3btXqN8PjlMps9er5eamhpqamrwer3Y7XZjbE5KIikpCYsl8kK7SMGFlJKuri7a29tpamviWNsxzB4TGYkZ5OblkZGSgQkd0IM5/sPhwcM2tvAfXg5ui5SjrHyeOpwon6WU1NXVceTIETIyMpgzZ05UP0fLRAXLbW1tHDhwAKvVyoIFC4iPD481PHjYyhZeCfE5ErlH8lnkWsxpi31YW88KbD11fD5lg2UhhDktLW3zo48+uuKSSy4xw+S2lPR6vbS1tdHe1khbeyednf2lfTRNw6RptLa5SEiID5TxApPZRGJiEklJySQlJRFrj2WztolXeWVUr72AhXyCy0Y9uwyDA2afz8d5553XtmPHji+1t7c/MeoTKsaE8rmfSD7rshet5SLw/HvIY8MDDAs+x7+45Iqf6W+8uenTyueTx1TxWUpJR0cH7e3ths/t7fh8PuLj44mLizNcNpnQNI1jx45RUFCA3+/H7/fjcrnweDzEx8cbF45JDpKSkjDZTIabugtEwqB6tCPBi4cneJwyyoZczKd8nhqcaJ91XaeyspKysjIyMzMpKCggNnZk1VeiMZ5gWUpJU1MTx48fR9d1Fi5cSGJiYtT9PXh4MuBzJPpSLxoO7aCz6eVT0udTNlgGEEIkp6WlbXn88cfnrF27VptKLSX7kFKi6zq6rvP2229z1llnDZknXEsNj/LLUb/OddxAHvnBLmqjoS9gXrZsGZdddln7pk2bHnQ6nXeP+kSKcTEdfa6jlkd4eNSvcx03kkdev89SgmyBxnkgh65/agQYs1m24nw+/dlH5Sv/ff37yueTz1T1WUpJZ2cnbrcbv9+Pruv4/X4OHjzIkiVLggF0QkICNtuA2WLZG1gTEj1/dUTvAUkPPTzKw1whrxpyMZ/yeWpwMnz2+/3U1tZSXl6OzWYjPz+ftLS0IcfYaIwlWO67Y15VVYXD4WD27NlDBsl99Pn8IPfTTXjJ3YE5yqeqz6d0sAwghEhNT0/ffueddxbceOONkz4QD8VI5PXh4wd8F/9IGkeEkEwyX+CWMc0uAxw6dIivfvWrnq1btz7U2Nh4x/BHKE4E73efs8lhrVzHfBYg8WINrR0ue8HzFrR8cJiz2DjU8jxf/9YjctOmd+5TPk8e083nicSHDyRI/7Ghq14on6cMJ9Pn9vZ2KisraWpqwm63k5mZSUZGBlbryP6NH4nPfXde6uvraWhoQNM0srKyyMnJGfHr9OHDRwXl/JE/BLdFW8x3Kvpsnuw3MF6klE1CiNPvueeeLQsXLsw7//zzT6lyeAPx4WMm2VRROarjWmllE2+xjpJRB8w+n49vf/vb7Tt27PiT0+n86qgOVkwo09HnbLKpHMJnCxYWs5QSWYKDBMy9r6K1XwpxV0L81/oruwib0WI+7hbofjDK2Wz4HP/ih1/7rdyyZdvDyufJZbr5PJGYMYPsga5HGSpQVj5PHU6mz4mJiSxZsiQY0NbV1bFt2zZ8Ph92u52kpCQSExOJjY0lJiYGszl6OCelxOPx4Ha76ezsDKYl9fb2BgPxNWvWjDpADsWMmVxyOZ0z2MI7UQPlU9XnU35muQ8hRGpaWtqmRx99tLAvp2iqMdKZuNd5jbd4Y9TnN2HiNm7HQaLR330EuN1uLr300vatW7c+7HQ6vznqF1WcEN4PPqeQwunyDFawEilbsXU9DJ0/pD9wsEL6UdBywvNCZTc0nRGh4owNd9zfufbGR/TXN771Y+Xz1GG6+HxCUD6fckymz33Bc18OvtvtDqYUhbw/Ojo6sNv7G49YrVZiYmKIj48PBtoTXYEDjPzlp3iCj8uLBgXKp7LPU3LQGgt9V3w33XTTv/ft27f47rvvjhtLrc3JxoyZucwdU7Dsx8+zPMPVfGpEs8t1dXWcf/75LdXV1d9vbm6+fyzvV3FimK4+a2jMZR7rZQlZZCG8uzC7PgDewaXpwANtn4bkv4MIXYEdA8kvQtPCQD1bABt1vU9x2WV36wcPHrlD+Ty1mC4+nxiUz6cak+mzEAKHwzFkCoiUctIu/syY+TTX4/NuCguUT3Wfp9UtMSlla2Nj47pf/vKXf7nwwgvburu7hz9oCjKT7BHPDA+kjOMcpTTYSS0aO3bsYNWqVY0HDx687FQU9/3AdPI5gQQ2yHP4mryLS+THyO3+B5b6FMzNZ0QJlAP4q0G2ggy5TS000NLA8Whgg40dZQ/ygY9+w7tt284PKp+nJtPF5wkn6PMjgQ3K51OBqeyzEGJMjXkmAg0N9B7MvmOBLdPD52kVLANIKX0NDQ3Xv/XWW99YtWpVy0hbVU4ldHQyyBzz8Zt4C22I9r9PPvmk9yMf+cixmpqaMzwez2tjfiHFCWc6+Cylny/LOyjx5xDXdgMx9UkI1xeBzihHmMB2IaRshrQ9oKUbAUUoWhzEXAKxn+KpV+7gUzfc237gwKH5yuepzXTw+YSgxUHMJyD2GuXzKYTyOQpa7LTzedoFy320trY+cvjw4Y+vWrWq/tlnnx16mnWKoaGRT8GojhEI5jKP6+UNfEbegO6vAD08GOns7OS6665rv/322992Op0rpJTHJ/BtK04gp7LPVqlj7vg2Fud8cP8l+o5aBtjvhowGSHrcWMwnYkFETinq7Jbc/HUL99z34sFDh47kKp9PHU5ln08Uhs9W5fMpiPJ5MNPN50kJloUQuUKI14UQB4QQ+4UQtwa2/1QIcUgIsVcI8ZwQIimwvUAI0SOE2B14PBpyrg1CiB1CiJ8MfB2fz7epvr5+yc033/zfCy+8sLW5eej6rFMFCxbmMndE+8YRR4k8i6/Ku7hMXkR+z2tY6tMxO+eAvzJ4+/q1116TCxcudD733HN3NTY2niul7Ag9jxAiRgixTQixJ/A3+U5g+xeFEEeFEFIIkRqy/wYhRHvI3+TukOeuEELsEkLcNgFfx5RH+TwMWhxYz4r+vLUEkl+A9DKIvxO0FNAcQzZ76PP5/z31zE179uxbpHyeOJTPJx/l84lD+XzymZY+SylP+gPIAlYGfk4AjgALgQ8B5sD2e4B7Aj8XAO9FOddfgFjgXmB+tNeMi4u7LCsrq/7ZZ5/1yUni9ddfH/G+PbJHflt+I+rj1/IR+Z6+T3p0j+z1lkrZeq2UtYQ/nMWyw9Ugr7vuuvb09PR3gFwZ/W8iAHvgZwuwFTgdWBH4/suB1JD9NwD/iHKu5wET8Oe+c07nh/J5BPjbw92sS5Cy7SYpvWVS+juk1P0jOk1HR4e87rrr2pTPyueJZlQ+TxDKZ+XziUL5PLGPSZlZllLWyUAPcGlccRwEsqWU/5FS9t3C2ALkjOB0GiAx6k1FnYrq6ur6a11d3eKbbrrpv+eff35raWnp+D7ECUZDI4WUsG0WLBRzGrfKL3Ot/DQLeo9jaZyH1VkEPY+H7aub1vGXl85m3bqz9MBs8lopZVW01wu43pe3YQk8pJTyXSll+Sjfft/fQTLE32S6oHweCSYwFYF5EST+FjLqIeEnYC4AzT44J3kAuq7z1FNP+RcuXOh85plnvq58PnEon088yueTh/L5xPO+8PlEReEjfWBcRVQCjgHb/w5cE7JPF/Au8AZQErLfecAu4N5RvObZGRkZB6+99tq22tpaebIYzZWeW7rlc/IZ+W35DfmAvE9u07fIXr1Xuv21UrbfJWWtNngmuc4uZdvn5X9e+qM8fU2xvmTx4heADDny78UE7MZYeXXPgOfKGXyl1wzsAV4CFoU89+nA3+orI33t6fJQPkfB3yGlr0ZKf5eUumdUr/Pyyy/r8+fPd2ZkZPxR+ax8PlGcrJk45bPy+WSgfJ5gd07kyUfwZdmBncAlA7Z/E3iO/qYpNiAl8HMxUDVQ9jG8toiJibk0PT294vbbb+9obW0dmRnjYDTy6lKX1bJKVumV0qP3Sp/7bSkb1wwOkGuRsnGRlJ2/ldu2vinPPXeDv6ioaCNQKMf+3SQBrwOLQ7YNlNdB/22UjwClY3296fJQPk8s27Ztk6tXr27KzMz8p/JZ+XyiUT5P74fyeWJ5v/k8meJagJeB2wds/wzwDhA3xLEbgdMm6H2YHQ7HzRkZGdU33nhj25EjR4bQY3yMVt5evUfqHT+XsjYuQpBskbLlcunr2Saff/bP8qwzS3rz8vK2AsvkxHwvdwN3hPweJm+E/Yd8fro/lM8Tg8/nk88995y/uLjYmZWV9bbyWfmsfFY+T8D3pXyeAN7PPk+WuAJ4HPj5gO3nAweAtAHb0wBT4OdCoAaYMcHvyWQ2my/Mysp6d82aNY1/+ctf/L29vZGNGSOjllfvlrI+JzxIrs+R0vVDWVXxnvzud74h58yZ05mZmfkYMGe4zzjUI/AdJwV+jgXeAi4IeT5MTiCT/ivx1Ri3tsR43sOp+lA+j5+qqir57W9/uys7O7tR+ax8jvCelM/KZ+XzKFA+T7BHJ/PFQj74eoxk7L0YOSu7MabWj2Lc8ujb9mhg/08A+wPbdgEfO8Hvryg9Pf2XGRkZ9RdffLHzr3/9q+5yuYaUaSSMWl5/u5QtV0pZK6RsOlceee/38mc//YFcv36tJz8//2hsbOwNQPwEfealGHk/e4H3gLsD228BqgEfUAv8NrD9i4G/yR6MxRFrJ+J9nIoP5fPYOHLkiPzxj3/sXrZsWWNWVtYB5fPUeCifx4byeWo+lM9jQ/kc/uiL1BUREEJowGlpaWlXmkymi/Ly8uKvvvrqpLPPPtuyYMECzGbzqM432l7tba0t7Nz2NC//ZwevvLpV9/kpPXr06P1ut/tFKWXd6D6N4v3OpPvc1sbOnTt54YUXXH//+997vV7vsebm5seUz4qxoHxWTCeUz1Ob0X377zOklDqwLfD4shAif//+/RfPmDHjw16vd0FSUlLMmjVrTCUlJUnLly/XsrOzSUtLw2Qyjep1enp6qKuro6ysjK1bt7rffPPNjgMHDkhd19syMtKP7Nr17q+BV6WUU6f5vOKUY7J99vl8LZqmbaupqfkbymfFOFE+K6YTyuepjZpZHgdCiARgud1uPz05OXm9rus5fr8/1WQyWWNiYkxZWVl6UlKSZrFYMJvNorOz0261Wjt6e3tlQ0MDzc3NwufzeXVd77ZYLPV+v7+0rq7uNSnlTuCIlNI/2Z9R8f5B+ayYTiifFdMJ5fPkooLlE4QQwgJkYHQMMmOsxtUBL0Y+jhNoleoPoDgFUD4rphPKZ8V0Qvl84lHBskKhUCgUCoVCEYVJaXetUCgUCoVCoVCcCqhgWaFQKBQKhUKhiIIKlhUKhUKhUCgUiiioYFmhUCgUCoVCoYiCCpYVCoVCoVAoFIooqGBZoVAoFAqFQqGIggqWFQqFQqFQKBSKKKhgWaFQKBQKhUKhiIIKlseBECJXCPG6EOKAEGK/EOLWwPa/CCF2Bx7lQojdIcd8XQhxVAhxWAhxXsj2K4QQu4QQt538T6JQKJ8V0wvls2I6oXyeXMyT/QZOcXzAV6SUuwJ923cKIV6RUn6ybwchxL1Ae+DnhcAVwCJgJvBfIcTcQE/2K4BVwJNCCLuUsvNkfxjF+x7ls2I6oXxWTCeUz5OImlkeB1LKOinlrsDPHcBBILvveSGEAC4HngpsuhD4s5SyV0pZBhwFVvft3nfakJ8VipOG8lkxnVA+K6YTyufJRQXLE4QQogBYAWwN2VwCNEgpSwO/ZwNVIc9X0y/7s8AOYEfgfwSFYtJQPiumE8pnxXRC+XzyUWkYE4AQwg48A9wmpXSFPHUl/Vd5QyKl/CPwxxPw9hSKUaF8VkwnlM+K6YTyeXJQwfI4EUJYMMR9Ukr5bMh2M3AJUByyew2QG/J7TmCbQjElUD4rphPKZ8V0Qvk8eag0jHEQyBH6HXBQSnnfgKc/ABySUlaHbHsRuEIIYRNCzAKKgG0n590qFEOjfFZMJ5TPiumE8nlyUTPL42Md8ClgX0i5lm9IKf+Fsdo07JaIlHK/EOJp4ADGytYvBFamKhRTAeWzYjqhfFZMJ5TPk4iQUk72e1AoFAqFQqFQKKYkKg1DoVAoFAqFQqGIggqWFQqFQqFQKBSKKKhgWaFQKBQKhUKhiIIKlhUKhUKhUCgUiiioYFmhUCgUCoVCoYiCCpYVCoVCoVAoFIooqGBZoVAoFAqFQqGIwv8HgiG10caATC0AAAAASUVORK5CYII=", "text/plain": [ "
    " ] @@ -31438,7 +31438,7 @@ } ], "source": [ - "env_analysis.plot_average_day_wind_rose_all_hours()" + "env_analysis.plot_average_day_wind_rose_all_hours()\n" ] }, { @@ -31452,7 +31452,7 @@ "outputs": [], "source": [ "# In case you need to plot only a singe windrose with regards to a specific hour\n", - "# env_analysis.plot_average_day_wind_rose_specific_hour(10) # TODO: example input format of specific hour" + "# env_analysis.plot_average_day_wind_rose_specific_hour(10) # TODO: example input format of specific hour\n" ] }, { @@ -51168,7 +51168,7 @@ } ], "source": [ - "env_analysis.animate_wind_profile_over_average_day(clear_range_limits=True)" + "env_analysis.animate_wind_profile_over_average_day(clear_range_limits=True)\n" ] }, { @@ -51182,7 +51182,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ "
    " ] @@ -51194,7 +51194,7 @@ } ], "source": [ - "env_analysis.plot_wind_profile_over_average_day(clear_range_limits=True)" + "env_analysis.plot_wind_profile_over_average_day(clear_range_limits=True)\n" ] }, { @@ -51235,7 +51235,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ "
    " ] @@ -51247,7 +51247,7 @@ } ], "source": [ - "env_analysis.plot_average_wind_speed_profile(clear_range_limits=True)" + "env_analysis.plot_average_wind_speed_profile(clear_range_limits=True)\n" ] }, { @@ -51268,7 +51268,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZEAAAEWCAYAAACnlKo3AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAABwT0lEQVR4nO2dd3wcxfn/38+dTpK73Hvvxt3GdDBgcA2mifIlgEMNIQ3y/SYQSAgBQiAJhIT8kgAJPSQIQmJsYxuDjQ3Yxr33BraFe7fKlfn9MbunvdN1nU4nad56zUu3s7O7s1fms/M8M8+IUgqDwWAwGFLBVdMVMBgMBkPtxYiIwWAwGFLGiIjBYDAYUsaIiMFgMBhSxoiIwWAwGFLGiIjBYDAYUsaIiMFgyAgico+I7BORkyLS0vrfw9r3iog8XtN1NCSPERFDxhGReSJyRETyarouVUVEfiEiXqtBPCoin4vIOTVdr3QgIt1ERFn3dlJEdorIAymeywM8A1yulGqslDpk/d+e3lobMo0REUNGEZFuwAWAAq6ohvPnpPucCfAvpVRjoDXwKfBvEZHwQiLiznjNQq+f6ntTYN3fjcDPRWRcCuduC+QD61KsgyFLMSJiyDS3AIuAV4BbAUQkz3qKH2gXEpHWIlIiIm2s7UkistLxtD/YUXaniPxERFYDp0QkR0QeEJFtInJCRNaLyFWO8m4R+Z2IHBSRHSLyXeuJO8fa30xE/iYixSKyR0QeT0QAlFJe4FWgHdDSMtH8WURmiMgp4GIR6SAi74rIAeva33fUa5SILBWR45bZ5xkrP19E3hCRQ9b9LxGRto57H+M4xy9E5A3rtd2TuF1EvgQ+tvJvE5ENVm9wloh0TeSDU0otRIvAQBEZLSK7rff9a+Bl63P8vYjstdLvrbw+wCbrNEdFxK6HEpFeka4V6/M2ZBdGRAyZ5hbgTSuNFZG2Sqky4N/oJ12b64BPlFL7RWQY8HfgbqAl8Fdgapg57EZgIvqp2QdsQ/d4mgGPAm+ISHur7J3AeGAoMBy4MqyOrwA+oBcwDLgcuCPejVn1mQJ8pZQ6aGX/D/AE0AT4HHgfWAV0BC4FfigiY62yzwHPKaWaAj2Bt638W6376Gzd/7eBknj1cXAR0B/9fk8Gfgpcje45LQDeSuDeRETOA84AVljZ7YAWQFfgLuAh4Gz0+zoEGAU8rJTabB0H+vO5JM61Evm8DdmCUsokkzKSgPMBL9DK2t4I3Ge9HgNsc5T9DLjFev1n4LGwc20CLrJe7wRui3PtlcBk6/XHwN2OfWPQ5rUctNmlDGjg2H8jMDfKeX8BlANHgf3WuUdY+14BXnOUPQv4Muz4B4GXrdfz0YLXKqzMbWgBGhzh+juBMWH1ecN63c26rx6O/R8Atzu2XcBpoGuEc9vHHwWOABuA71v7Rlv3ne8ovw2Y4NgeC+wMO1eOY78Cejneq8cT+bxNyq5UE/ZjQ/3lVmC2qnhK/4eV9ywwF2goImcB+9BPs+9Z5boCt4rI9xznygU6OLa/cl5IRG4B7kc3XgCNgVbW6w5h5Z2vuwIeoNjh1nCFnz+Mt5VS34yyL/zcHUTkqCPPje4NANwO/BLYKCI7gEeVUtOA19G9kH+KSAHwBvCQ0uazRAivw3Mi8jtHnqB7RruiHN9K6d5dOAeUUqWO7Q5h59hF6GeUKIl83oYswYiIISOISAO0icpt2dAB8oACERmilFolIm+jn/r3AdOUUiescl8BTyilnohxiWA4asvG/yLaXLRQKeUXkZXoxhKgGOjkOLaz4/VX6J5ItIYzWZxhsr8CdiilekcsqNQW4EYRcaHNTe+ISEul1Cl0D+VR0QMTZqCfzP8GnAIaOk7TLoE6PKGUejPF+4l2XoC9aAGwneddrLxkSeTzNmQJxidiyBRXAn5gALqXMRRtp1+A9pOA7plcD9xkvbZ5Efi2iJxl2eYbichEEWkS5VqN0A3cAQAR+RYw0LH/beAHItLRerL/ib1DKVUMzAZ+JyJNRcQlIj1F5KJUb9zBF8AJyxndwHLwDxSRM616flNEWiulAmgTEkBARC4WkUGWc/842iQYsPavBG4QEY+IjASujVOHvwAPisgZ1jWbiUhhGu4NtG/lYdGDIloBP0f3mpIl2c/bUIMYETFkilvRtv8vlVJf2wl4HrhJRHKUUovRT9Yd0LZ7AJRSS9HO8OfRtvmtaAd2RJRS64HfAQvRvZpBaB+LzYtooViNdhLPQDvS/db+W9Dmk/XW9d4B2lNFlFJ+YBJaQHcAB4GX0E5zgHHAOhE5iXay36CUKkH3Lt5BC8gG4BO0iQvgZ2gn/BF0b8UpvpHq8B7wFNo0dhxYix5kkA4eB5ai39c1wHIrLymS/bwNNYsoZRalMtRvRGQ88BelVEJDXQ0GQwWmJ2Kod1impAmi55N0BB6hwolvMBiSwPREDPUOEWmINgn1Q8+3mA78QCl1vEYrZjDUQoyIGAwGgyFljDnLYDAYDClT7+aJtGrVSnXr1q2mq8HevXspPQYSAFc+eBpAhw5mLpXBYMhOli1bdlAp1To8v96JSJcuXZg3bx72bGTHrOSQvPD90f5Hy4u07eTRR5/m6P4SCj5ZAO0vgPNh9OgJXHTRmVW6P4PBYKgORCRiRIN6Z84SETweD263G5fLFdLQK6UIBAL4/X68Xi9er5fy8nLKysooLS0NppKSkrjJPqasrIzy8nLKy8vxer34fD58Ph8PP/wjCtoAzS+A4iJOHoR582ZgfFQGg6E2Ue96IiJCXl7kYKB2A+5syKO9DgQCIf/t/XYZv98f8bhw5pfBPgphLlxxBezZU0yLFgW4XFrfw//b9xD+2tl7MhgMhkxR70QkFtHMUokSSXBiiVCrVl3pPGAX+5bqvP374G9/e5H//d//DYqQ3++vdI5w4Yi0LSIRhceZZzAYDFXFiEgaidRDiMW9907h0UcfZaklIosWQ+cukJ+fHzw+XIzs/86ekLMHFH5dO98WD1tcwk154YJkMMTC6/Wye/duSktL4xc21Cry8/Pp1KkTHo8nofJGRLKATu1hd7F+ffw4PP74/+ORR74X+yDiC4zt47HznPtt4bHFxe3WC/fZIuP8bzCEs3v3bpo0aUK3bt3Md6QOoZTi0KFD7N69m+7duyd0jLFt1DDXXXcj7TpWbM+aBXA4oWOdZiuXy4Xb7cbtduPxePB4POTm5pKXl0deXh75+fnBlJeXF9xnDzBwCovf78fv9+Pz+SqZ0wwGgNLSUlq2bGkEpI4hIrRs2TKpHqYRkRqmf/8+dO8OzfKgkC0UWitNrF69OS3ndwqNLTK20OTk5JCbmxsUHbs3AgRHqRkxMUTDCEjdJNnP1YhIlnDZN4CGLWDLVJQf3nsv7rLXVcYWGLfbTU5OTlBUog1/NiJiMBjCMSKSBTzyyCOIwMkOLYGLeOffOv/gwcTMWulCRIJ+FJ/PF+KUt4XFYDAYnJhWIYv4YCsUWesTrV8Pf/rTH6v1enbvwuv1UlpayunTpzl16hSlpaWISLB34na7jenCYDBExIhIljBkyAgKrUVKc4F11irVzkmLVcUpGuXl5ZSUlHDq1ClKSkrwer0opcjNzaVBgwbk5eWRk5Njeh+GrGb06NFs3LgRgEOHDjFw4MA4RxjSjRnimyVceeUkVq1aBkC5I//xxx/nkUceSfp8tinKNkvZ4gHabBUIBEJ6GsZcZUiZH/4QVq5M7zmHDoXf/z5usa1bt9KnTx8AVq9ezaBBg9JbD0NcTKuRZfTrV/G6qCixY5x+DDtOl22aKisro6ysDK/XG3SgezweGjVqFBz66/F4jIAYah27du2iY8eOwe/u6tWrGTx4cA3Xqv5heiJZxEMPPcQTTzzBxo0wATjRDPx+eP75t/jud28MlrNFw57b4fP5QmJ4OScK2gEn7Xzj2zCknQR6DNXBqlWrQkRj2bJlXH/99TVSl/qMefzMInJytKZffTU0yt9Au2NFuN1w6NDmYC/DGUW4vLwcn88XPNbj8dCgQYOgT8OeWBgpzInBUNtZuXJlcFLcli1b+O9//2vMWTWAEZEs47zzLsTtBs7rD8DhJbB/P8ye/Rlerxe/3x/sXThnotsz023fhjFPGeo6q1atIhAIMGTIEH75y18yYMAAXn311ZquVr3DmLOyCL/fz+jRF/DZZ/OZugDKKISd4PoS2rSZx+WXnxcSSNH0LAz1mdWrV7N8+XKaNGlS01Wp15jH1SwgEAgEh93q7nkuV0zW+7oBtrtj27ZtxjRlMAAnTpxARIyAZAFGRLIAOz4VQG5uLg899H/BfTut/3v3wj//+c/MV85gyEKaNGnC5s3piS9nqBpGRGoYuxcCBAMh2g72SZN0me7AZ59BWRls3LizZipqMBgMETAiUsPYkXLtCX+2merWW6fQoIEu40Z/UIcOwb/+ZRyHBoMhezAiUsPYEwDt3ohNt25dAbjoIhg2WHENRXTooPdt3rwr09U0GAyGiBgRqWFcLhc5OTkEAgHKysqCvhGA8867iDZtgL6WE30bbN8Ob731So3U1WAwGMIxIpIF2HM+7Gi65eXlKKUYM2Y0ADt2QBGFrF4Oy3R4LXbuNL0Rg8FQ8xgRyRJyc3Np1KgRbrc7GGHX5/PRoUMv7KWO7XUHy8rg1VdfqamqGgwGQ5BqExER+buI7BeRtY6834jIRhFZLSLviUiBY9+DIrJVRDaJyFhH/jgrb6uIPODI7y4ii638f4lIbnXdS6ZwuVzBEOxKKUpLS7n55msAOP98WI8eqTV1qi6/bt2WGqurwWAwQPX2RF4BxoXlfQgMVEoNBjYDDwKIyADgBuAM65j/JyJuEXEDfwLGAwOAG62yAE8BzyqlegFHgNur8V4yhsvlIj8/nwYNGgR9JR6Ph/bt9f7mVrkFC+Cdd/5RY/U0GAwGqEYRUUrNBw6H5c1WStme40VAJ+v1ZOCfSqkypdQOYCswykpblVLblVLlwD+ByaLHwV4CvGMd/ypwZXXdS03gcrnIzc0lNzeX+++/HwCPB5YDvYFTx3S5hQtX11gdDYbawrx585gyZUpNV6NOUpM+kduAD6zXHYGvHPt2W3nR8lsCRx2CZOdHRETuEpGlIrL0wIEDaap+9WOP3MrN1Za6Cy+EwrEwlCLGnafLzJ79HuXl5WldAdFgqC2ka2XDVatWceGFFzJgwIBgWKGf//zn6axqnaVGAjCKyEOAD3gzE9dTSr0AvAAwcuRIlYlrphOXy8V3v/tdnn/+eZ3RfwTMKYLCQkpKYObMzxk37lxAzzsxGDLN6NGV8667Dr7zHTh9GiZMqLx/yhSdDh6Ea68N3TdvXmLXjbey4VlnnUVZWRknT57k8OHDDB06FICnnnqKsWO167W0tJTrr7+e1157jVGjRvGzn/2M0tJSHn300cQqUc/JuIiIyBRgEnCpstdwhT1AZ0exTlYeUfIPAQUikmP1RpzlY3K87Dgzt85M/QZqmM0H4esDPRhODz4oAlzQoMEnuHufAgUujwnOaKh+2njbcKz0WHDbF2hUqUyJ18ux0nJOl0bef9pbzrFSL8dLBV+gYci+Y6Wn4tbhy11f0q59O06UnwBg8bLF9BnQJ6Resz+ZDcCC+Qv4x+v/4M8v/tlxDV1u5oyZDBoyiL6D+3Ks9Bi9+vVizodzOF52PG4d6iol3pKE28mMioiIjAN+DFyklDrt2DUV+IeIPAN0QJv9vwAE6C0i3dEicQPwP0opJSJzgWvRfpJbgf8mUoccVw6tG7ZO1y1llP6X9IePN7DZq+2AI4GlVoTfpW8vZfyU8SDgchshMVQv7lI3Oa6K5mPWnLIoJXNo2jj2/rZtIu2P3zRtWLuBQYMHBeuxeuVqrrn2mpB6Besrblziirhv04ZNDBw0MLhvzao1DBs2LGLZ+oLb5U64nazOIb5vAQuBviKyW0RuB54HmgAfishKEfkLgFJqHfA2ehTrTOBepZTf6mV8F5gFbADetsoC/AS4X0S2on0kf6uue8kWevbsCcCky/W2/RX/fIX1wgUoCPj1srkGQ11m9erVwZUNt27ZyvT3p3PGwDMilr3wogv560t/jbivRYsWrF2jZyJs2byFqf+ZyrXXXRuxrKEy1Sa1SqkbI2RHbeiVUk8AT0TInwHMiJC/HT16q17R8/yebPt0Gx17waKtcDEwdyusaw78/QMm3D4BFVCgQKFMj8RQZ1mzeg35+fmcPfJsBg4aSL/+/XjzjTd54KfB6WSMPn80ZWWVe0GPPfEYYy4fA0Dh9YXMmDaDM4edSctWLXn59Zdp2bJlxu6jtlN/+2u1lP79+7Pt0220agN7tsIJK//gPvB3g9LSMvJz82qyigZDRli3Zh2fLv405sJU8z6dF/c8jRs3pui9ojTWrH5hwp7UQrqe3ZU+HaFdN+g+SFFIERedBV8fh4/f/AiFMWUZ6jZmZcPswYhILeSMM7Tdt0dfoJ9lrvpoJiWndM/k0KGjAMaUZaizNGnShJXrVtZ0NQwYEamVuFwuup7dlY5NYccB+IxCODyAFZ/Cks/hi6kLEZcREIPBUP0YEaml2L2R3DzYC8yjCw2BQ9ZsmU2bNpkRWgaDodoxIlJLERG6nd2Njk1hXCEcACZyBIA9x2DL/C0ovyIQMMN9DQZD9WFEpBahlNIpoAj4A/Tv1x/QE28AimhOf+Dz2bClGGa8PAMCGDExGAzVhhGRWoAtHCiCkwkFQdyiZ7ED7a2FqwZyEoBjR6yDXVYyYmIwGKoBIyJZjlKWeIhOwQmELu1gt2ex9xkIXfoCnbdTSBEjB8Ce4zDjbzNwuVy4clwVYhJQRkgMBkNaMCKSxQR7H6J9IM4hu87XwyYMo00+dOoGnD1YZ65Ywr69esjvvuKDBAIBHeLarY9TfiMkBoOh6hgRyVKCDXzYSF1bPGzTFEDHjnoplUaNYfdRmEYhbG3NtjWwbBEsmbYIAhDwaVOWuET3akyPxGAwVBEjIlmKiG7obT+I7VS3TVm2aSrgCxAIBBg7ZSwF1qdZAqyhG02BA9aSXvPmz6vkGzEYDLD7q92Mv3w8I4aMYOTQkfzpj3+q6SrVKoyIZDEiEuw1BMUkoIKmLXELShTKr3CLG1pApwI4bxxsBMbyJQBrd8DpbaeDAhQgAH4tQGZWu6E+MP+T+dx9x90R9+Xk5PDkU0+ybNUy5i6Yy4t/eZENGzZkuIa1FyMitYAQMbHbfEtUXOLC5XahUIyfPB6ADtaY3yK6cD6wYSms2grTX5pOwBeAAIhHnzPgNz0SQ+1l3GXj2LRxE6CXxz1z2JlJn6Nd+3YMHTYU0OFU+vbrS/Ge4uD+NavXcPmllzNiyAia5DehcV5jHnv0sbTUvy5govjWIkJ6DY6XSilcbv080LBnQ05vO03HXjrKb3sOkEdr8nLhFLB//2Hatm2pTWEBLSj+gD+4rrSNy2WeLwyJ88ZrlZuS/gMCjBgZwOuFf71Vef/gIQEGDwlw+jT8+53Q/d+8xZfQdbdv207vPr0BWLtmbaX1ROxQ8KdOnuLIkSOcc+Y5QGgoeCe7du5i1apVjBw1EtBL595y0y28+PcXGXnmSH75i19SVlrGwz9/OKH61QeMiNRybF+J3oDRF45mxrYZ9OwLLVsDgWNcsXgedClkz3FY/sEXjP/WeC0gtk89QHD9ERs/fv1CiNpfDRcegyGTfLnrSzp06BB84Fm7Zi0DBw0MKWOHgp//yXzefP3NqAtTAZw8eZKbbriJp377FE2bNgVg7kdzGTpsKCPP1KIycNBA5syeY773DoyI1BJCxAKC5qwQXIBA68GtYfUBfD6gaS9YvAKK3mNHt6vwdocPXv6ACd+aEHTQh/8gKjndnWLjLOc0hdlCE+G3FalXY36EdYtYPQePJ/b+hg0T73k4WbN6TYhorFyxkmuuvSbp8wB4vV5uuv4mrr/heiZfOTmYv379+pDezaoVqxgydEhK16irGJtFFmELRSCgR1wF/FbyBVB+pRtxq9cQ7CG4QNyCK8elJxW6XJx11lkANG4Cuw5BEYXAGRTvhKWf6Wv5A359nNWbcCa32x2acqyUW5FwE5psf41dR39FCngDockfwO/zV05+f0VolzjJYEjX8rhKKb5z93fo268v3/vh90L2maVz42N6IhnG2QA6zVAh/6Hiid7hTA+fcOgkvPcwYsIIls1Yhsda5bOIPkwAZpTr7VmvzmLi7RODJqxkewZutzvKjuh1Cmn8I/nzleMYRcxHnIjvRYK3YHpBdYN0LY+78POFvPXmW5wx8Iygz+QXv/wFY8ePNUvnJoARkWog/Ek5GLokmOF4HSYWdgMXqaGLGPcqUmPsgrbt20ILaHgYCguhqAga4QU8FBXpvHXrtnPGGT2sKqV/PfaYzvkwDYo5b8XWlTABDlnB0UVkMY5Qj6g9mSRu3whRzZOu5XHPPe9cTpadjLjPLJ0bH2POSpFw84rT/KQCeu6GncJFQ9wSTC63HqJrm6IqmbQC2pxlD80NSVAx8dCFNmk5zFqTrpkUvGxeYyjCQyFbAHh/FuxcpMfCK+1Vr9EZ7HadIybrvtweN26PO+T9CyYRHZRSWf8dfypQEfk4EAgQUJFTEBU/2ecMSQma4ow5ruqY5XGzByMiCRDSAFiNUUjjES4UhAqFuCrEIvx8TpFISihyKje2kWjQowEA/ayQWgF6UwiMG6sDNE7/23QExxyUGhaTRIgqNm5XyPvjfN9s35G4LMFRlVNQ+AO6lxPpL/g+RUpOkhUhIz5JYZbHzR6qTURE5O8isl9E1jryWojIhyKyxfrf3MoXEfmDiGwVkdUiMtxxzK1W+S0icqsjf4SIrLGO+YOkwb5Q6UcbSTAcP2R7EmCwcXJMCAw5j18lLBIhjvIEhSIWF5x/AQCt28H548FVCFCEZ9dWmjaFk0Dx1wcqRNApJrW80Uqkd+PKsYJShn0GQOXPygoZExSaCA18cICCq3JKSICqQXwMhuqkOnsirwDjwvIeAD5SSvUGPrK2AcYDva10F/Bn0KIDPAKcBYwCHrGFxypzp+O48GslhFMwQn6sKrJgOJ9IFRUiETRdJSASsXoT6Zx7Yftiep7fk+ZuCLodel8IX6xg+Qz4bB4sn/5FRWgVQuN2ZXuvJB2ISFyhqSQy9vsVJjABX6DCbBbmwwofBRcxVYP4JCI8BkOqVJuIKKXmA4fDsicDr1qvXwWudOS/pjSLgAIRaQ+MBT5USh1WSh0BPgTGWfuaKqUWKf0LeM1xrkTqVlk4LFFALAe2w6QRjHjrV0HTR1VEIqMI9OzWE9pBx6bw1REo2tKWHRSSewqOH9DFpr80PaQHEh63q743NPHMZyG9GcdQ56CwOHxcyZJ28YHYQmN6NIYkyLRPpK1Syg5K8zXQ1nrdEfjKUW63lRcrf3eE/IiIyF0islRElh45dCT4w7Edqgr9Q1c+RcCrZ3IHnbTK+tVFE4qaFok4iGjBGz9Bx9Xq3ByGnAtLgXPQjvVps3XZ48dPVBKNkF6JaUiiUqk3Ey4sjl6L3Vup7vczUdFJtHcTyaRrMNRYi2f1IDLybVRKvaCUGqmUGlnQoiD4Iw7pVWRzbyJF7IYNt57w13KgHt/ex5LbIvpTyCFKjsHa7bDg7fmhIegd5zFCkjwhwuK2RCWBOT+ZJp7QVBIZ8z0wOMh0a7jPMkVh/d9v5e8BOjvKdbLyYuV3ipCfGNYMa4WqGGrrculRVC4XLnHVmW68PSpM+RUjR44EHRKI88bq/wdpSRtgwzLYcwymvTitYuGrMHt+uLgYolNpmLZlIoWKUWIGQ10g05MNpwK3Ar+2/v/Xkf9dEfkn2ol+TClVLCKzgF85nOmXAw8qpQ6LyHERORtYDNwC/DGRCthhPaDyJEBBIuYrwkw7YefLZuz7DbgCqHLF6PGjmfeveYgLCtrCMT9cdLAILizkcCMoBQ4ePELLlgXYQRnD79H2mdRXoj5cxOtbC8EhxjVNzIejFB4Uvtj9BcfKjqVeoTCa5TVjVKdRMcvcc9c9fDDjA1q3bs2SFUuC+YcPH+bWm27ly11f0qVrF177x2s0b9680vG/ffq3vPbya7jdbn7zzG+CM9g/nPUhP/7Rj/H7/dx626386P9+BMDOHTuZcvMUDh86zNDhQ3np5ZfIzc1N2z0nwpe7vuTG624kEAjg9Xr59ne+zR133QHAiuUruPuOuyktKeXycZfzm2d+g4jws5/+jNmzZjN4yGBe/PuLAPzzH//k0MFD3Pv9e6tcp+oc4vsWsBDoKyK7ReR2tHhcJiJbgDHWNsAMYDuwFXgR+A6AUuow8BiwxEq/tPKwyrxkHbMN+CCFOkbssgftxREaz/CRLsH4Vo7RONnmkBSX4Mn3QA7kunPJ755P+8YwYAj0vBjo2gbmF9EiB7Zsg0XvfZYVDV0midRzCEnR4phFiWcWcbi2O71Rj5OZ3Bj+vY04kssmgjO+kuM+7D6OlR2jVcNWaUuJCNJNN9/Ef97/T6X8Z37zDKMvGc2q9asYfclonvnNM5XKbNiwgXfefoclK5fw3vvvcd/378Pv1/Hb7v/B/fx76r9ZumopRf8qCi5Q9bOHfsa937+X1RtWU1BQwKsvv1rpvFVlQJ8BMfe3a9+Oj+d/zMIlC5n36Tye+e0zFO/VbuYffu+HPP/n51m1fhXbtm7jw1kfcuzYMVauWMniZYvJzc1l7dq1lJSU8Pqrr3PXPXelpc7V1hNRSt0YZdelEcoqIKIkKqX+Dvw9Qv5SYGDlI1Ij4o9bdO8k2lNnSL7tfIzwGKckfCZi/OunuxEXETy5HgLuABeefyGzd8ymeTM4GoCCURfBLi8ni/SKiA0aarPWxDsmprUO6SZpkU7VC+d0ODs+llh+DWe9Un6QSNfzR6TJkPauWvywcP4F57Nr565K+dPfn84HH+pnypu+eRPjLxvPY796rFKZa6+7lry8PLp170aPnj1YumQpAD169qB7j+4AXHvdtUx/fzr9+vXjk3mf8PJrL+vz3nwTv3rsV9x5950h533isSfYtXMXO3bsYPdXu/n1b37NksVLmD1rNh06dKDovSI8Hk/K9+zs+ZSVlQVH+31d/DXHjx9n1Fm693bjN2/k/anvc8555+D1eVFKcfr0aTw5Hp579jm+/Z1vV6keTmqHh7iGieZ0DIYscbsqJh1aqdKcgkijXiJNYvOr0PkGYT2dSCnRXo+IrrM7x82IiSNoCJSchrkLdUiUxqwGYMUiXX7fvn0VVbZNfFK1hifuE3+0XoCvcorYI4iUHBMplai4KTi73RFxoNLnr51qkcOfRHvSj5cqfWDJpUjDfCPW3ZHqIvv376dd+3YAtG3Xlv3791cqs3fPXjp1qnCrduzUkb1797J37146dXbkd+zI3j17OXToEAXNCsjJyanI37s34vV3bN/BjFkzePvdt7ljyh1ceNGFfLH8C/Ib5DNzxsxK5Z/+9dOcc+Y5nHPmORTvLQ6+vu/790U8/+6vdnPWiLPo17Mf9/3oPtp3aM/evXvp2LFigGrHjh0p3ltMkyZNGDt2LOeOOpd27drRrFkzln6xlG9M/kYC72Ri1LsAjErpBjpIDBlNZhRWqj2JhJ5YnY1MxE6Rivi6ojKh/8UltGnbhpzOObT/ykf7c3SAxiIGU8huinyd2Hcalr6/lHHfGhf0FcXtmQXSaLoLF97wtzO8c5dgo5hwwxl+K+GHJdn+1tUGO9upCbG8bOxleDwezhh4Bn6/n8vGXgbAGQPP4MtdX1Yq/+MHfsyPH/gxoM1ZC5csjHn+Tp07sXjZYor3FnND4Q1cefWVMcvf97/3cd//akG699v38vAjD/PK31/hozkfMXDQQH7y4E9SuMsKkuqJiEgjEYkSA7wWER7eAiI+wYY8+cboDVTF7+F8KowqWtZIMkXF03LA+vMrf+QU8AdtvMH1Orx+/OU6BcoDXHrRpcHGsLBQ/99BJ/oB86frddlnvjwTb4kXf5mfQFkAf6lfp7LKa4FEC2wYnuwJnPbTs7NHFx6QMmacrLCeYLJP7gk9xSfwNJ9IMmSONm3a8HXx14A287Ru3bpSmQ4dO7B7d8VUsz2799ChQwc6dOjA7q8c+Xv20KFjB1q2bMnRY0fx+XwV+R06RLx+Xm4eoB9CPR5P8PN3uVzB49NB+w7tGXDGAD7/7HM6dOjAnj0VA1T37NlD+w7tQ8qvWrkKpRS9+/TmvXff4/V/vM6O7TvYumVrleoRU0RExCUi/yMi00VkP9pkXiwi60XkNyLSq0pXrwEqTQqLEuKikpkjLMSJ3+sPJl+5D2+Zt3Iq9+L1hqVyL97S6En5VMTkXOQJP0hAkIDgUi6d0EOTgylCQxsSoDBXpxETRwBQArTpoichDmIF+egV54764YvlawhIAL/Lj8pRuPKs48MbfYme3C53MLnEpSdzRjMJOZ3ByTiP4wxoMI18/WDCpAm8+cabALz5xptM/Ib27S1dspQ7b7szWOadt9+hrKyMnTt2sm3rNkaeOZIRI0ewbes2du7YSXl5Oe+8/Q4TJk1ARLjwogt579/v6fO+XnHedLJ+8/qY+/fs3kNJSQkAR44cYeFnC+ndpzft2rejadOmfLH4C5RSvPXGW0z6xqSQYx/7xWP87JGf4fV68fv18tculyt4vlSJZ86aC8wBHgTWKqXjZYuOaXUx8JSIvKeUeqNKtcggSin8Pn9ihWNEqHCJ1t+YYSycI3acJqkYbVZISHL7Wi5XSs7ReOY4pRTt2rUjv3s+7CilRx/o0RfYl8M3VhdBh0K+PgnHN++DkYNx+QX84Pf79ZO/S18j6gJVjutUaZSaivI67mEq5jZQZTMVRH//65M4NctrxsHTB9N6vnhMuXkKC+Yv4NDBQ/Tp0YeHfvYQt37rVu7/v/u55X9u4bWXX6Nzl8689o/XAPjqq6/Iz88HYMCAAVx97dWMHDKSnJwcnnnumeD3+He//x1XTroSv9/PzVNuZsAAPWLqsSceY8rNU3jskccYPHQwt37r1rTc69O/fpr33n2vUv7Z55zNs394NiRv08ZNPPiTBxHRZuXv3/d9Bg7U44ue/cOzwSG+l429jMvHXR487v3/vs+wEcOCvZPBQwYzavgoBg4ayKDBg6pUf4n14xYRj1LKG/MECZTJJvoP7q9efT/K0LwEjHupNtixSDqeUhXm+od83g5fyQdvfICvHI6WQas8oOhdIMDCLoWQB+cMhbG3jq2YNGcPDMAaxurR95+IqFQH4d/jtI6ISoerJ5aeJKE1afX7VIGcwzn06lO7DBEPPfAQN950Y8i67IbIbN28FV+LUNPbyI4jlymlRoaXjdkTcYqDNeGvs/MYpdTy2iQgYE2+82SXWyedYVSiLkkb3guyfeVWg3PeFefx2TufEQjAET/M4RoKOc5u2w84FGa9PosJt04InjPgD+h10f1Kd48D4MeP1+VFcirswEFRSeNYwPD3rLqHSDuJJFBJi1a83lXUMRbxr1NpSHk04rxFsd7DbJj/lCxP/PqJmq5CnSSh0Vki8hgwBT2pzzlO6JLqqZYhVezVEQFQjobAanMjTaBEQUGzAhr3bgxbTuIFGreCooNNKWQZRYxg1jwYOxpOlZyiUaNGgF5n3Y27QlQCAW0qtIYso7So+F1+JMfy4Thjj1WhR5VQ7y2GCbAqRBL96hCtRBrqhBrzaEXC81X4Zpxz2+ZaQ70m0SG+1wE9lVLl1VkZQ+pU6nFApd5GxGMccz9Gjx7NtIPT8ByB8Rfbw35HUMhRig4UsHY78M9PmHTnpIjnc7vdeDyeiKKCX9ctQICAK4DkaEFx58TvFaYSPj36ydJwimTqU00zsWwhS5d4JdOzCJZNx6WjXdaIU60h0a/4WqCgGuthSAHnKKbgU71zyGq8GdURJg9e9o3Lgq8vmKD/76GAnuggjdv369nssbCv63a7yc3LxZPvwdPAgzvfHXxsUWUKf6mf8pJyysvLg6NFIhF3uG8yKSfxFHHFw2RTxDefxCZJxkiRJl9GTXEmq0YL15PoqLcqEW3YdbqIN6HTUGUS7Yk8CawQvdRtmZ2plLqiWmpliEtIkMg4PY6ox0aYfZ6Xl0eHER3Yu2wvgQC06gTbj8IFJ4sY3uI8Stt04JAXPpy9mMsuPyuh69nXcLvduN3u4Kx1v9+v61Fumb3cfnCT8aB20ciW4b9p7YmFnLiKxyfaKNfkW1jzH1+dJ1EReRV4ClhDWgwChlQJF4+UGrk44UuGDx9OcXExHfYq/P2hcwHgvQT+8zH5pdewYZeLAs8BvF4/nhQGKdi9lGA05VyF1+vVJq9yKC8vh1xCJmrVZ6pt/ZokThtRyKry0WSyV2C+QtVKoiJyWin1h2qtSYawn4KjkS1Pn1GxzdEprkeRqDli4sSJTHt1Gu0L4EAptM5vyS4K6fr+SrYylEP7wc0HUf0jySAiwd5HebnldisHr9+LJ98ISTYQbzRcpkPBl5aWMvbSsZSVleHz+bjy6it5+OcPA4mFbFcBxf/96P+YPXM2DRo24K8v/pWhw4YCeiLh079+GtAhSW66+SbACrV+pyPU+u9+E/o+ON+SavL1LF2ylO9953v6Ekrx05/9lCsma4NQtBD2t916G+vWrmP8hPH84rFfAPDUk08xYMCAtMTQSvRZZIGIPCki54jIcDtV+eo1RQybdDD4YZL25IxhfQlTvWYyDfI5k84hBxCBDbvgC+AYQ+kEHNFRJeL6R5IlNzeX3NxcJE+07d8fMEuy1gIyHQo+Ly+P6bOms2jpIhYuWcic2XP4YvEXQGIh22fPms22rdtYtX4Vf/x/f+SH3/8hCBw+cpgnn3iSuZ/OZd5n83jyiSc5cvQICPzw+2Gh1md/GNmPE+urGicI54DeA2LvHzCABQsXsHDJQv7z/n/4/r3fx+fzRQ1hv3bNWho0aMDiZYtZtnQZx44d4+vir9MahDFRERkGnA38CvidlX6blhpkmOAaIm6pFHXXGcU1JAIvJCc81Sg+QRFQpO7slIrjY9GyZUua9m1Kqzzo3xX6DYfZwDnoWDtFRbrch7MXJ3f9OPj9fr3SpFuC76NxihqciAiNGzcGCIYUsmdxfzLvE666+ipAh2yfNrXyg86096dx4zdvREQYddYojh3VjeucD+dw8aUX06JFC5o3b87Fl17Mh7M/DAm1LiLBUOvh3H3H3fzgez/g4gsvZmC/gcyfP5977r6H4UOGc/eddyc/cCBswEHDRg3JceeAgtKSUt0eKFj6xVIdwr57d3I9uVxbeC3Tp04nJyeHktMlBPwBvD4vbrebx3/5OA/9/KGk3/NoJCQiSqmLI6TaOUckisILEozzJJH+IohPxBhb4bG2AipqyPKUxcf6c95PeJypWIi9QqPjuGhceOGF0Fa/HtRT/y+iF4Ws1K+L4NSuA5SXJxhKJgZ+v45FFvAGCJQFQAiucW/s2oZw/H4/55x5Dt07deeSSy/hzFFnJhyyvXhvcUUoeKUDMu7ds5fiPVa+9ZPo2KkjxXuKo4Zaj8TRo0f5eP7H/Po3v+b6a67n3u/fy9KVS1m3dh2rV+nlFpzCcN8P7uOcUedwzqhzKC4uDr5++qmnI55/yZIljBw2krNGnsVzzz9HjieHvcVWCHvrnHZo+379+9GqdSvOO/s8JkyYwPat2wn4AwwdOjRtI9Zi+kRE5JvAP+yYWRH29wTaK6U+rXpVMoRE9iek1CsgAf9JhN0hDX2kw+2qRHHd2Ne0hSR4LjtGV5RrVwo6KBWOeqVU1FFeE78xkekvTwc/DDsfVnwK6xlKIfspGdmGfcdh9qvJ+UecPbFAIKCd6ladFQp3rluLiLhSH0BQj0hpnkeGrpfaBYjrV3C73SxcspCjR49y43U3sm7dOtq2bZv8tSTC/yp83SZM1AEbzxh4Bm3atAnGtuo/oD+7du5i8JDBIeWd8bESCQV/5qgzWbpyKRs3bOTuO+7m8rGXxyz/9O8qxKjwqkL+8Kc/8PRTT7Nm9RouueQSvnX7tyodYz8AJ+J7jdcTaYke2vt3EblXRK4TkVtE5Jci8gnwNLAvzjlqBSmF+I4ROjxe2PGIIc/Do99GCXeuwv5CvvRCRTRce5ErKxJwwBvAX+7HV+bDV+bTT/2BgA4bH6gc2t1OIsJZ39DDeQtawogLYUAhwCc0WFpEx6bw5eHo/hF7OK+dvKVeHY7e7nH4K+7JXjTLfj+qS0CizYFIesGsdCR/AinOXJDwRc1iparOUcmIaTHG7yecgoICLrzoQubMmpNwyPb2HdqHhILfu2cvHTp0oH3H9qGh4HfvoX3H9gmFWrfJzdNOfJfLFXxtb/v86QsF369/Pxo1bsT6detDQ9iritD2TmvLtKnTGDpsKCdPnmTHth28/ubr/Oe9/3D69OnI73GCP7uYIqKUeg4YDrwFtEYvbTsc2APcrJS6Rim1Jcl7rxekU5Qiik+MNTjcHjfunIokbglZgyS4FknAMh/5AgTKA5VExk5lp8to2rgpTXo1oVUu5De0brKwEGgNRYrFH8GOA1pIvF4vZWVllJWUUXa6DG+pV5+rRIfMt0UrIAHdF3YRrKt9r0GJjNSwJ9nAJtPoVrmBjdboxkqxGkw7VXXSY/hqjXFSzImYaV4rPhUOHDjA0aNHASgpKeHjjz6mT98+MUO2T/3vVB55+BEAJk6ayFtvvIVSii8Wf0HTZk1p174dYy4bw8dzPubIkSMcOXKEj+d8zJjLxiQUaj0drN+8PuZ3Zef2nfi8PlDw5c4v2bxpM126dgkNYe8t552id5jwjQnB74/X5+VPz/+J+/73PkpLS4Ptit/vp9xbORBJMqNU4w7xVUr5gQ+tVOuJN8S3ei8eZ7uaEAS3y5qTEc0M4Q7d55wNb4fOP3P4mXy8/2M6AHuOw5b1cIDRFLICGMbSedC9EHZu3Un7tu0rHlGU9m2ICKKEnJycii9o8J8kbkIIL1dN7VmsH1FNN6LZRqZDwe/7eh933X6XXgwtEODqa69m/MTxQJSQ7Qp2bNtBkyZNQMHYcWOZNXMWg/sPpkHDBvzlhb+AghbNW/CTB3/CRedeBMADP32AFs1bgIJnn3s2OMT3srGXaTNSpN90+Ax5FWEfBL+3933/PhYtXFTpHq+65qrgioc2Cxcu5HdX/w6Px4PL5eLZ556lVatWQPQQ9gAv/PkFbvrmTTRs2JCBgwZy+vRpRg0fxdhxYykoKIj5XscjZij4ukj/wf3Va9Neq9pJIrUftbBNiSSowW3rCdoZLNFe/nb2P2YHy9sjtArZRRFd6T8CBvaAS28cg9vtqpjX4mh0QxpgNyHvXaT5CPW5wbZ/n1nxO3U0hp5jHnr36V2j1QmS4Nfj9im38+vf/DriSoeGUNIWCr4uIqK76nWd8FhU4eLgRPkrMkSkYmiz7Xh3oc1l1kJc511zHp+9+xmgLVpFRbCErlwGfLgMDh0EmMPE2ytWfrNNUUDlUOV+qyeidIBGIMTQGm10lrgkoUa2RkQoTSNfMko8W3gkB3Qt4m+v/K2mq1AnSbk1FZFrqnDsfSKyTkTWishbIpIvIt1FZLGIbBWRf4lIrlU2z9reau3v5jjPg1b+JhEZm2p9ahOVnNT2srtlocvsBsod66GX+lHl2uYfcry1Hjs5IB7RKUf7Ydwet065ll/F4ZtpVtCMQZdXrIbWpR/sBAoopxWQmwt7T8D0v01HofRqjUKo7wZXxdK+ok1dIevIq4oliL1llk/F68NXrlPAF6hwzpcHYi4nHHHJ4ao4ohMRhzT5MZL1dyQTYDKSryOh9e1dNe8TMWQPVemJPAu8m+xBItIR+D4wQClVIiJvAzcAE4BnlVL/FJG/ALcDf7b+H1FK9RKRG9AxvK4XkQHWcWcAHYA5ItLH8uFkFcn6YJy9iOCxjrsKRu0F/d/he4CK7Ug/9lih10PKxmooFXTu2Jkt3bdQuqOUTl3A7QIKhIs/L4Kh11CGiwOlMONvM5hw+4TK57Cq4exBuNyOZxqlt0PeO9sJDQQkEGLqsiddhVZTBffFNIul0mNIsA2tq42tPeihrt5ffUYpxzy0BKiKiFTl25MDNBARL9AQKEYvcPU/1v5XgV+gRWSy9RrgHeB50d/cycA/lVJlwA4R2QqMAmIOsk6LYz0NfnlbKIJ1Ufq8SqnK53dTIRYugmtxOAlpgB0k+iNPxfcwZswYpv17Gh1BfxuaeqB5Yyh6l7zCQua9D5dfC199eYCu3VIYvw+4VOX7Cs4rsUQl+F44TXCAqArnfcz7izKXJyHiFIt4njogQMqtOHbkGM2aN8vqehqSQyn9uSp3ZkQkJYuvUmqPiPwW+BIoQUfSWAYcVUrZnpzdgD09tCPwlXWsT0SOoeevdAScQxqcx8QmURGINumoCi6VQECbXgKBAASomD0ugJvg5B5nL8JeG6RS9bLgxzt+8ng+eO0D2jWFfafhq4Lx7DgChUVHgOZ89jE0kyV0uWNiSvWNdIzb7Qa39V76tbnMKarBXolUiLJtJgufPBWtTgnXNZMCFKNKmf4uBBoH2H9kPwcOHtD+LEOdQKFQbkWgceJPyvFmrK8h8lddCAbDSA7Ra7VPBroDR4EiYFwq50rimncBdwG069iuRh3rvnKfdiS7RC/SBME5IjbZIA6J4na7ueT6S/j4zY9p1BBGjoQdO2ARzZkAzDgMxxRMf2l6WiL+hmOLcKX3zN50jCpz5tnEihyQ6udQFQEKqVM0IuzOuOC4IdDMrAphiP9MPQn4RoQ0CeiT4jXHADuUUgeUUl7g38B5QIGI2KLWCT2hEet/ZwBrfzPgkDM/wjEhKKVeUEqNVEqNbN6yeYrVrhpKKcpLysGHbgTc4A/4gxPr4trts5iGDRsybMIwGlvbVxbqrqMf6ArMfgdWbU1vxF+7J4cr8nobwdAyqkKk7d5dxKgCUGmMvzMeWSZJZlJqzFndUSasBSMamOjIhjQQb8b6rlgpxWt+CZwtIg0t38alwHpgLnCtVeZW4L/W66nWNtb+j5X+5k8FbrBGb3UHeqOjlWcvbsBj/S8HvARHT3lLrJFV1mgrO7xzrGVjs4mOHTvS5awugL7F5u1gFjAKHTN+x2b4+mTVhSQQ0DPOIwmIc4Jk+GzwaObASI1zpMa4pgQlHslEQIgoNll8b4baQUwREZHbReT/HNt7ROS4iJwQkW+nckGl1GK0g3w5eqVEF/AC8BPgfstB3hKwB3X/DWhp5d8PPGCdZx3wNlqAZgL3ZuPILBsRvfBScM3xRo41x3NAuazhrX6FKlcEyqwhumX+iqG75RUi4/V6Q4b61tgsfAeDBw8mt6uOFdR3EDRuDuCnkCKunACNG8MhL0x7JTkhCYY7cYiHuHVDGVM44qwzH41IjXElQQnUvgY3/L50prUzrPdlMCRKzBnrIrIEGKeUOmRtr1BKDRORfGCWUuqiDNUzbQwYMkC9/sHrNV2NEEI+A1UxYitkJJlTIyKtVGpPEgxmUHnCHqHb1WU6m/aPaXBKzxXp0ATHtPZCiv4DY6+EiyeeR/sOsU2LQZOVhRIVMoM+BLtNrEZzoG0eC14yxdUlM0HU33U8fcjA+2ionaQ6Y11sAbEoAlBKlYpIg3RWsD4T8oMVQuJcuak8r8P5tGgLTcj6IvZ/P8HJcX5roontiA5ImBI5LhMp9Egy63yPuXoMc16fQ8smsL8EAmcXsmARFBYdAFoz531oymdMjDBiyyma9mx5ILjOS3jcoWoXjeCGY0cU81i1XTvhg+LsjzLa0AiGoSrEE5EC54ZS6lcAIuICWlVTnaoVpfRCUCFEG8obhUw5wKMOP3VX5EcTGrtBiRQbK2LjaM+7CIQJDoCrIk/vINi4R3ov8vLyuOQmPWIrNw9yOwOLYD6tuQp4r1QHcJz+0nQm3jEJkYpeh3O0VHDui1Nj0/C+p/SU7hCttPgP0mkxkrD/9qYRB0MGiCcis0XkcaXUw2H5v0TP76iVxPQfJONaCP+NRhOjGL/lZJ7wU8E2udiNXsRJiU7BcehR0JymQssBIb2c8J4UAm7cDJ84nOXTlwNwbSG8U6SHzw0DPp8FvQYDL01j7C1jQ2be27GyAipQaSZ6eOMdHnk4KgmaccLLpq0hTsNp4s24D99vZpQbMkE8Efk/4CXLqb3KyhsCLAXurM6KVSepzBNJ+unTdvJCzAYsqqAl2TsKDmUNbzSCD/bxT2ab0ew6iUhl0bGtZkpVCqQYNKtZPZrmTZrT64JebF2wFQHadYMvdkIhAb7ExdbV0LotzHptFqOvHY3b40ZEgqa2qGa0ZJ/io9x6iHM52jkTuFZCDXU6eh5xp49ULpBM+ApDNVMVPc/iZ4GYIqKUOgXcKCI90DGqANYrpbaJiKfaa1cNJGvfTweR1ulI7gQk1ggpx7XCyydxy85Z8zEvF3YvIWY1K7t3z96UlZXx1Rdf0aMPnDgG9HFxyeIioCEUTOTrkzDvnXmMuXEMEqgwoSml9Fwa0EEiw0TS7Y4fByxaA58No9kMhrpAQmFPlFLbge3WvI5LROSn6AmHqQVEqmHSFZYiFRJal73yQVHzYzWGUe8zwfYz0hwVpz8mFk5/xqBBgzh69CgdN5+AM9HTRbtYMeSLprPIM5Gh58Oct+Yw/lt6YSF/wB8inoLoiZoQFES/3697lVaVYolKpfpl+EHCYKirJPRLEpGzReQPwC70JMD5QL/qrFi14Zy9G49os4HTlELWR08lKSqvy+5Ibpc7csqJnFxuV+gyqTmVU6wZ0eL4c67zTgAuOO8CaAYdm2mnejlQRCHQGa8XlszVp1y5aiUIeDwenXJ1crlduHJduPJ0He33zrm0r7fUm1XzZgyG+kC8yYa/EpEtwBPAarRP9IBS6lWl1JFMVDDtCBWzeOOEl6gyUcJOOBvdeGViil6SohNtDXc7udwu3G53YinHXbHmiJXELVHXu1CiGHeVDpHWvmlFZ6iIwRSyDYDp06F4eTEnj5XqSZeWEAX8gRDhFJHgeuyuHC0uQVGxBEX5Kpb1NRgM1Ue8nsgdwD50SPbXrTkjtd5T55zlHCsl1cBnoJGPG1OpukUxDra/KVKyxeeS/7kEF5CPXhURoIieFLKP06dh6lSY++5cyr2B0AWXRK/Pbv/ZvTB7Pozb5dblc/R76fPrxatqS9gYg6G2Ek9E2gOPo4MubhOR19HrgNSNZXXrWSNf04hLaNCgARffeHEwb+Ro/X86bSnES1kZbN8Kc96YCYSJkWMVvnCzG27LtKf0pERbYHwlPrxlXm32ClQkg8GQHuIFYPQrpWYqpW4FegL/AT4D9ojIPzJQv2rBNPI1iOiovxcUXgBAk6bQfQB0GgYUeiikiD4rNrH3IMz42zSijQ2I2NPJcePyuLRpLUeCc0+CZjYILnHrFBWDwZA6CQ9RUUqVKaXeVUpdi46YO7P6qmWoq9gBDZs2a8p5155Hqzzo1A0G9LIKFBYCqzk6F+Z8AtNfSi5Yo4jg9XkJlAZw5bjIycshJycnpDcT9NUYQTEYqkxK4xyVUseVUq+luzKG+oOIUFBQwLnXnEu7RnDwJJxEj/rd166QU8CR/XBcJR4+3uv16jVbygEPePI9EYf9RhUUg8GQNGawvKHGEBFatGjByG+MpH1j7RPvMRDmfw1DCqAFMOsdXTaWkHi9OlS+KrdsX7mQm5ebUB1cLldwUISZO2IwJI/51RhqnHbt2jFk3BDygRH9oW1X+O9RuFT0AldFRbBiY2Uh8fl8QfFQKMjRvY/c3PgCErJGiSNul8FgSI5EJxs2FJGficiL1nZvEUn/gtkZIjjEN0YyZJbOnTvT47weAFw4CnBBkYIr2QeAO1CxMqItHoGyQIV4WJMSYw2AqLS4lcPxbnohBkNqJDpU92VgGXCOtb0HvbZI+hbNzhBKKfzeFOcOJDtAK0sGdNXkyLJkrt2vXz9KS8vYu2wPo0bDzq3AWW0pLCoCb29KGw9l7wmY+fJMxtw0BlzgyfFUzP53xg6DyAt62cO1HSPu6vyDQ7purQ6/RYbUSVREeiqlrheRGwGUUqelFo95jRQyOyGS/RHFiwyboR9lQpFcY32aEmd/Va/tYPCgQZSXl8OaA+TYIT5HXwTzPie//VA++wSGnge8OYdxU8bZFwldBRJChSPS2ifKRLhNGuutq8U/fUM1kKiIlIteyVABiEhPoKzaalWNiAhuT+KB+rKddD9Bp3y+NFZj1Jln8pl3IWw8wp7jsGljGw5xJYWf7AK6svIz6F0IM1+ZWSEkASrC3bsIrosSYqaqxrYvkVD7hiqS5W9xfRXXmGusBwuJXAY8DAxAL0Z1HjBFKTWvWmtXDWTjGusGTfh38ZNPFnByy3HAsUw7hyiipX5thU0ZP2V86IJWSV005eqmTnWKWYSGrE6b6iJRF243C/XozE5nRlxjPSERARCRlsDZ6NtbpJQ6mN4qZoY+g/qoP7z3h5quhiFBFi9YDF/q1xVCcpoiGgIw4jLoUQBn3XRWRupTbQ1ylopZfX26tsl6Ac5g9Sb0nZC8iIjI8FgnVUotT0PdMsrIkSPV0qVLa7oahiSYOXMmixcv5tAh+PhjbYO9quEJDo5sQitrRZt27fpz993X1Wg9M0lNmTHjiUp9F53aTqzvgcvliigi8Xwiv7P+5wMj0UvkCjAYvUTuOVGOMxjSQiAQYMyYMZSXK1as+ILRo6G1Aj6ZSattHaHtuZw8CV9/vYHXX5/GzTfX2pHnSZHuxjrZwSbR9jvzw89pBCb7SeUziheA8WKl1MVAMTBcKTVSKTUCva7InpRqCYhIgYi8IyIbRWSDiJwjIi1E5EMR2WL9b26VFRH5g4hsFZHVzt6RiNxqld8iIremWh9D9nPFFeMZOvRMWrcG2qAdIntGwH838sEH2tS1ffsyZs+eXdNVrRPEC0YaHgAzUqBSM++qfpDo6Ky+Sqk19oZSaq2I9K/CdZ8DZiqlrhWRXKAh8FPgI6XUr0XkAeAB4CfAeHTAx97AWei1Tc4SkRbAI+gekgKWicjUWrtYliEukydPAGDlyiWcOAEzyYPyfhRSQhENeOcdgIWICJdddlmN1rUuE0kUwvOcYmJ6IJmlOkQ71jkTFZHVIvIS8Ia1fRN6pcOkEZFmwIXAFKty5eghxJOB0VaxV4F5aBGZDLym9F0ssnox7a2yHyqlDlvn/RAYB7yVSr0M2YndAPl8PlwuF5MnT8DlcrN8+SIK7WXaaUAhhylSLSzn++ccPOjnxhvH1Wjds51EG5sER3BGfF2XyHSPqiZ7cMmYIhMdD/ktYB3wAyutt/JSoTtwAHhZRFaIyEsi0ghoq5Qqtsp8DVguUzoCXzmO323lRcuvhIjcJSJLRWTpgQMHUqy2oSawTSdQEbbkG98Yy7nnngs4V0dsQaFlYZ02DTZvXszrr9e6gAopkUgYH3sypjMlGvYnEbNWVdbdSbT+6Urh70OiqTrqEotU1z1KxgwZLUU6NhoJ9USUUqXAs1aqKjnAcOB7SqnFIvIc2nTlvJ4SkbTJsFLqBeAF0KOz0nVeQ2awv9jOH/Sll16K2+1mwYIFXHABLFgAkEchs2DSWED7SJ5//gTf/e6NNVr/eCTzxJns06lSKqGGPdXeg7M+2eT7iHU/1dFTqqu9r0RISEREZAcRRiQrpXqkcM3dwG6l1GJr+x20iOwTkfZKqWLLXLXf2r8H6Ow4vpOVt4cK85edPy+RCpjFh2o/Pp+P888/n/LyAIsXf8YVVwB5reCTfG3jGlfIfz+G8eM38+ijz/Dzn98HpO/HbjeY1SkANiKS8hDcRO83HUN8TeNcP0l0xnpLx2Y+UAi0UEr9PKWLiiwA7lBKbRKRXwCNrF2HHI71FkqpH4vIROC7wAS0Y/0PSqlRlmN9GbpXA7AcGGH7SKIxYsQItXjx4lhFDLUA+0EgEAjw+eeLWbBgHkqBiNaQQlZTxGBAm7xEhAcffDChc0ajKiKQaLlMNZrxrmPvN414dpLK51LVz1JEqjZjPcoJR6R47FDgJSAX2I72r7iAt4EuwC7gOqXUYdF3/jzaaX4a+JZSaql1ntvQo7oAnlBKvRzv2mayYSjpdK5Wx7HxzmE3/IsWfcHcuR8Bzpntmyiir35t+U5++tOfBs+XTOOeTDnT8CZGIqO8DNmDx+NJXUQkdOa6Cz2s9h6l1JD0VTEzGBFJnUz+6OM1xOHXVUqxcuVqpk2bCjiFZDNF9AHQExVbw89+9rOMm2UMdZ9MmDZrErfbXSURmevY9AE7gN8ppTalr4qZwYhIZKJ9D2J9P1JtbJM5LpJYxDrfli1beOstPcq7Qkg+YxrnMX4cuJvovIceegi3220Ew2BIkCqZs0Skh1Jqe1hed6XUjjTWMSMYEUl8RE2kBra6G91YDutEncbbtm3njTde58QJKC6GPn2wFCUXCidz4IDukTz44IPk5ORk1BdhMNRWoolIovNE3kkwz1BLiDYfINWx4umuW7y5CLHq0rNnD771rW/RpAn07m1lFhYCQ6EI5s2DDRvgySefpLy8PGQegMFgSI6YIiIi/UTkGqCZiFztSFPQo7QMtRC7YQ5vkO2JWMlOiqquOlZFuLp06cLdd9+Nffgnn0ARXYEABcDatTr/qaeeCgpJTd2rwVCbidcT6QtMAgqAbzjScODOaq2ZodoJf9oPF5Ros3xTnYGbDOHXSoV27drx3e9+F4CLLtK9kiJcXAR0Q1u4vv4ann76aY4fP1Gjomkw1FYS9Ymco5RamIH6VDvGJ5Icsb4fCX53UtoXzTeSyjDaU6dO8dvf/haA+fNh3z64ADgJrEALTJs2cNttd9ChQ7uMm+8MhtpASo51EfmxUuppEfkjkWesfz+91ax+jIhUD/EEpSozopNx/kdr+L1eL7/61a8AvbBV6XGY4P0PkA+F44ITFW+++Vt07945xC9jqLuk0uusDT3VdNbRPle0eSLxwp5ssP6bVtcQk0RnQEPVBSfesF/ntWwh8Hg8PPLIIzz66K+45BIvSgFyJbw3D4qKkH6FFG0EeJkbb7yJXr16ZL2A1NXJepmYAFubSNf3sLqG5McUEaXU+9bL00qporATF6ZUI0O9JxnBsXE2GJF6H05fRrhfw57VLiI89NCPeeGFNzlwYCdKwQzXaMqBqzYeAlpac0ve5Oqrr+aMM85I6f4ika2BCqubVII/pjuSQHVQlWtn+8NJsiTqE1mulBoeL682YMxZ0cm2J9tUghzGO9YWmBkz5rBmzTLAOSlxD0XWagKFhdCmTT/uuOPq4LGJ+HdqQwNhZusbUiFVn8h4dODD64B/OXY1BQYopUalu6LVTW0RkURNOunyRWSacJNTJrHfk+XLlzNjxgzAKSRfUWQFjb76anC7dZiUcGqy/gZDTZCqiAxBr6f+KOCM2HsCmKtq4VK0mRKRRBvvRMLSJzJ7O9F9VSVV00M2opQKhkk5fBg+0vEbKaSIAIW4HAbbhx9+OLg4lvN4J0ZYDHWZqoY9yVFK+aqlZhkmHSKSqH07lgM4UVtxKv4DQ2ycPhMRobi4mBdffJGSEsjP16O0KCqCnALKL7yMVdvhzDPhO9/5Dq1atQoe5zyf879NbTJxGQzxiCYiMR3rIrIGa2hv2A9B0AsQDk5nJWsDVZmMFksU6tITfjZjf37Oz6JDhw7cf//9PPPMM8FyW1oX0uIAnPoYdoIezcX/4+6776ZNmzZAZZFwTtR0/jefpaEuE8+c1TXWwUqpXWmvUTWTbnNWqj0RqNzoRMP0SNJDJAFx4vf7efzxxwHYuROWLIHu6GU156NnvA8dCrfccjtdu3YA4n82gUDAzDcx1AmqZM6KcLLzgRuVUvemo3KZpKYc64mKTbRyyUy4S7ZMfRmt4xzqG+m+AoEAfr+fv/71bxw6tA/QVq1cYDJ+inADeuTWpZdewXnnDUUpVclXYuPstUYrYzDUFqKJSMLfbBEZJiK/EZGdwGPAxjTWr84THoE2PG6Vndxud8i2Mz88JRPdNlocLLvhjJZ8Pl/UfeHniZayIaAjVHwG9nsQXg/7fb7rrtsYOVL/VoYOhXKgCDeFrKA9gIKPPprKL3/5eyD60GhjzjLUB+KZs/oAN1rpIHqY7/8qpWKaubKZ2jLEtzqpajysVHpLsaiqPyjZUVGRHOHhxwUCAZYvX8GMGdMpLoamjaFR6QmYNxPaDCNwZi++3A/dusEPfvADCgoKKp3bmLEMdYlUh/gGgAXA7UqprVbedqVUj2qraTVjRKR6qarAxPMjpUK0UVLxruX3+ykuLubVV1+tyFwFbD7NDhqyFOjfHwYOhHvuuYfWrVuH9D6MgBjqEqmas64GioG5IvKiiFyKHpllMEQkEZNdrBRussvJyamUIpn0YqXwBj2SeS3cL2X7Ojp27Mj9998f3PfpCSiiIX6gJ3pxqy+/hD//+c9s2bIdn88XNJf5/f6snexpMKSLROeJNAImo81alwCvAe8ppWZXb/XSj+mJGOIRyW+jlOLxx58GylEK3nlHL7IzCrB/BIWFMHr0eIYM6RPi37IFzH4dy8nuFDzTkzFkE2kbnSUizYFC4Hql1KVpql/GMCJiqAozZ85k8eLFbN4Mq1bpvEK2UURPrpgIeQ0BGvODH9yOy+UKGZ1li4jb7Q6eL57vJFxQbAEyQmPINFUenWWjlDqilHqhqgIiIm4RWSEi06zt7iKyWES2isi/RCTXys+ztrda+7s5zvGglb9JRMZWpT4GQyKMGzeOq666hj594NxzYehgYGw3Ciki7+NVUA47d57kueeeo6SkhAYNGpCfn09Ojp7Xq5TC7/fj9XpDzF32SDabcDOg3Tvy+XwhKXy0XDRTXU2PjDPUXWpy8PoPqFivBOAp4FmlVC/gCHC7lX87cMTKf9Yqh4gMAG4AzgDGAf9PRNwYDNXM4MED+cEPfkDHjtC7L9DUDZcVQskQ/P/VkxQ//RT+8pe/cODAAfLy8sjPzw8KisfjwePx4Ha7g6JiC4otBuFDqG1Bsf1EtshEEg6I7veJNMTbiI2hKtSIiIhIJ2Ai8JK1LWhfyztWkVeBK63Xk61trP2XWuUnA/9USpUppXYAW9EmaoOh2ikoKOCBBx4Ibi/dCkXo5XaHAMXFsHQpvPTSS2zatCNEBDweD7m5ueTm5pKfn09eXh65ubmVfCh2z8Nu7O3XtuCE+0+cpq1YAwyizSuKJjZGXAyxiLeyYXXxe+DHQBNruyVwVFUEedwN1sIO+v9XAEopn4gcs8p3BBY5zuk8JgQRuQu4C6BLly5puwlD/SYvL49HHnmEl156C9jMyJEVIeWvAd7dATt2gN//Gu3a9eGee26IGm/L7pVAxcx6v98fnBxpi4a9zxYY29QVyZEfTqKhc6JNnoz0Otk5Ooa6R8ZFREQmAfuVUstEZHQmrqmUegF4AaDPoD5q5taZmbisoZ7QaXRz9n4hqC2KXiNg6zJ4FyhkE0X0ZeNW2F2ymV/+8pf0HNszGAk4FkFB8Vsz6wWU35qDggQH2otLi4xLLKOCgMudfgNDiLBE6oyIEZH6Sk30RM4DrhCRCUA+eoGr54ACqQg53wnYY5Xfg46Bt1tEcoBmwCFHvo3zmKjkuHJo3bB1uu7FYABg4uiJHB9+HP41nyYNYPM6YExfCouKYDWo5oV8uhFgG03GN6VTp4id5lCTkQIVULrRdunXCitWl+j9CIiyGm9X1WJ0RTRVRbNehemFEZD6S8Z9IkqpB5VSnZRS3dCO8Y+VUjcBc4FrrWK3Av+1Xk+1trH2f6z0t30qcIM1eqs70Bv4IkO3YTBUomnTplx+6+X0ag8XjIGvTwLXFLKBQuSTdRTv0OaulR+sYONGHXrO6Xvwe/2UlZTpVFpGWVkZ5eXllJeX4y314i/zE/AGCHgDKJ/SAhMAJQpxS4jpq1IKxE8oQhNosbCSuKQiJRCvzVA/yKbQoj8B7heRrWifx9+s/L8BLa38+4EHAJRS64C3gfXATOBepZQ/47U21FsiNdYej4eJd0ykSR60awyrtsJaoIgzgiNFiopg64KtTHtxGsV7iik9VkrpsVLKTpYRKAtAOUi5ID5BlGiByBHwgMvj0q9dulF3uV3alBVJAJxI4skIhSEZUgoFX5sZMGSAev2D12u6GoYEyPh3M+xy4UsXRwqNErLf7wjsqGDz9i18uVgvuRPicLfKt+sGF5wJZ4w5g/bt2wfP43K58Hg8UatpGnRDTTCy48jkVzY01F0y2kBn8lJRhqEG88La36ApJyQzQnBGf+UygO7L26d2OUZcuaBv7z506tiRz//9OdcWwjtFtsP9GJ/QjI7AnuPAnHX4RkPv3t2TvFuDoeYxIpJBqqXhzqaOZLQH5CQenOPNRbD3CVLp3oPHRvIP2+cMEDTbOB3YlerpFAnAnesOKSNSMUIq3JntNP/kNchj0p2TmPbiNL5RCPPmAhc346KiIr3ubkEhc9dB8cl1bGq8jrFTxsbshRgM2Ua9NGe9NuO19J40U29hhqwYVTWXJDIpLdjYxyhm9xBCzuUKOx4iioAKhMWkclWUDbk/x8ugGDh3V3Gtk2B9lGLhwiUcXrefPcehZWOY9S5MZiNF9APg0iuhhQfOvOJM2rZtm9J1DIbqwpizbOI0XHGJ1IZUsXGvbTbu8GGoIf/DylVsOHbYTlxAOXaEm5XsiXTB98f+7ITgMNdIvYmojuAocxky8f6LCOeccybH+h/j03c+5euTUC5QpPpxNrAS+Og/MOBMYOoSBlw6iB49au3ab4Z6hOmJUPsa8ZrGHjIaTRiC5Zy9gShvsV0GCRMRqehthPgawurhnHgXTrZ+rj6fj5kv6wmv63bC+iWQBwyjIgTDFYWQJ3DZzZeRl5dXQzU1GCqI1hPJpiG+NUYikU9jpfqGiB5aKm6pEI8IPTxxCYrIAf8qClW8/+KKLggQ+jmJiBaQKPXLVgEByMnJYdKdk2g/vD1ndIP23aEM2AIUsowxwIljcLAMPnztQ/bt21ezFTYYYmDMWek4ZXULSfa2h8GwGwqrZxKoXCbYY7C3rb/gdpgZy+6BRBtR5eylRNsfMc+5GWEORHgAw+pmxIgRHO99HJjP1k7gEqB8BM0XFcHsXDZ3mczc3QBL6Hdxf3r16lntdTIYkqX+iYhUmEciUSd6Fhm+BSG6ySraaKngPoDwAP5B7agcYTakTJgjPbjtFLJIPhsV6ouJixvdZ3feXxLCHmu1woYNGzL+tvF88PcPKEcP+V1GIX5g9Je6TFERFLKBjXM3cH7h+RQUFCR+cYOhmqmXPhEz2bDq1KbvjTPybfB/2FyQhE2Tdk/WTyVhqiobd25h95LQyYljgVnW/ouvgFZ50O+i/nRqHyH2loT9dxKnYxXL/Jdo9N9EyycarDHbzZK1nWTfWzM6y5BWatOP27kcbXVix8FybjvX5ohHv3696d69CwveXkBhoRaSWUA34BQwdyp06QOwgT29D3LWWUOsC0WqTNh2IEJeSMfOMcqt0rzKGAqZyNcg0a9KAibIuMdGqGql42KJbYTj0vVdr8p5qiPkfroeBI2IGAxpQsLWT0+F/Pz84OTEwkKYPgd2HoHClpvgUAlsbsb+gu7sLznAiS1zGDV5FG3atEno3NEajUQmdyZdNsqQ76QiBccrl2BP0A6ln9S1oMLPVwVCzLxJTrqNer6QjNTqFeLzS6F+ToyIGAxZyKQ7J7Fnz15gObuPwZFGfWkO8N4R2nzxKUWcT25jgC8YdPkgunaNP6ck1cWqMkkqT8fJHlNpga0qCkWq5wg3r1Y6RzQfY0hGIheqfF5/IHqs2mS/D0ZEDIYspWPHDrSZ0ppZr8yiBFi0Cr6iObmcTy9g60l4twhgDWsarGH0laNp3LhxzVa6iqQiaDUpgun0DSZ1rhhFEzGdpnruSBgRMRiyGI/Hw6Q7J7Fs6Soa8BVnD7FCyQPnAAvR2516AyXzGD5xOB06dKjZStcj0ilg6TpXvJUt0z0oxkw2NBhqASNGDuGyWy4DoLBQ5y1Ez3JvDpzcAsX7YPn05Xy6YFmtGj1nyCzhc6QSTdEwPRGDoZaQl5cX4nT/4GPIGwZj8n0w7T2Y35v1XYZSvrmYoxunJ+V0N2Q/iQ6MSMcAimT2GxExGNJEpp7+J94xkSNHjgKfsb8EDkgO21sW0uYQHPkS9n4J+/YAfEG/i/vRs2dqM93jrc2SasOTzIivOkMsN0X4hNhoQ7ar+20yo7MSwx6zn9IohwTPXxNUdxyv6r6vrGhIkvmhplLdROZzJHh8Q3cDxlw3hjlvz8EPfN0Vlh7S+/oCmw7aM903snHuRoaOHUqrpq1SqLQhIolE8xZCHQbRnAdpcqsk6lNJdP5LcH+c09ZLESk/XZ650CA13TbW9PWTIVLMq0SPS8e1kzlntP2p1iXF48bcPIadO3fhZguDemrh2IQlJOjtHgMBVtL7wr507do5xQqmh1Sdx/b8m0SHKZvZ7pmj3okIoKPPhmTUQB2izUCtQl0y9aNJ90zedJ8rE+fNJvr160u/fn2Z9uI0JhTCjPdgkw8KmUYZk8hrrWNylc7fxBY2ce4159KiRYuarrahjlAvRaRSGAd7ydQqEmvdDGcZl8tVqXGLlGcwJMOkOyexfv1mGrGZrV9D2alJ5C3/EOb2pmOTVhSdaEyjFgCfM2zCMDp2jBB/y2BIknopIhKINBU0yn8qhyqPRiVxihjhQRGI6WXLUhI1NTntvomEaK9LVOO9JfqA0bNnV3r06AKvz+EUsLH8MjavBU5AS+DQYSh6B2AFK1jB2VedTdOmTaNeKx0PNlWZQGgerLKfjIuIiHQGXgPaopvZF5RSz4lIC+Bf6HhzO4HrlFJHRH+LngMmAKeBKUqp5da5bgUetk79uFLq1XjXd7lc5DbMTbn+4bNB441AiTWSJSucydlArJhI8Yimx9HOkYlRLtVAUqHrgTHXjWH1xvU0Yi9D+mvfyCGgO7BD6e2WHQAW0ffC/nRuV8VeSSLVS7ceVPV8KYb2r/K10nWeJM9ZXYJcEz0RH/AjpdRyEWkCLBORD4EpwEdKqV+LyAPAA8BPgPFAbyudBfwZOMsSnUeAkeiv8DIRmaqUOhLz4gEfB0sOVtOtGTJOlkyXTfSBoCqxoZI9tnP/9nTs25YVRSuCUYF3APlAZ2DHXti5GY6ygU1soNe4XtUbNqUWijeQnnrX1ntPgIyLiFKqGCi2Xp8QkQ1AR2AyMNoq9iowDy0ik4HXlP4FLRKRAhFpb5X9UCl1GMASonHAW7Gu3zSvKeN6jUvzXRkM2csVj1zB2rUbgX+xfTt4cqBzFxhaVASrWnPq6GgWlAFs5bbb7qBz57rlK4lmBUjUOhCel0psquqwOmTigSSRcjXqExGRbujIDYuBtpbAAHyNNneBFpivHIfttvKi5Ue6zl3AXQBdunRJU+0NdZ26ZG4844y+DBjwMx577DEAlIKtfQtZuQmG79I/OL0Q1ks0bdqUm2++mWbNmgGJm3AT3e8sF75gWPh2baaq5qPqXrgrkcXEEjl3jYmIiDQG3gV+qJQ67qysUkqJSNq+RUqpF4AXAEaOHFn7v50Zojb9kLOtrsk86Ubar5Qi7DcR9RqVQpvHuN6PfvQjNm/eyvvv/5feg2HlJlgOtAIOooXk8suP86c//Ylrry2kU6fIvZLwxivamvThDvJwp30m1rJPlEQb7Wjlkz0+nGx6L5KhRkRERDxoAXlTKfVvK3ufiLRXShVb5qr9Vv4etAnXppOVt4cK85edP686650usqVrm+0k84SVTNlYs/tj5Ucya9h5iTb4idQh/DzRnjYTmWAXaej4gAH9GDCgH0899RSFhbB7NyxcqPd1BGbPhlYFAHqN3nvuuYeWLVtWOm+suhjqDxlfY90abfUqcFgp9UNH/m+AQw7Hegul1I9FZCLwXfTorLOAPyilRlmO9WXAcOsUy4ERto8kGiNHjlRLly5N+30lQ5Xj/ddisqGxiRr6huTCx/j9/ohP/s68ZENRRMLZYEcq53K5gmWcT/zxhuoGAgEOHjzIn//8Zw4cgHnzoLAd8PUCIBeGncXBAmjVCm688Rb69Ome0L0Y6iYiEnGN9ZoQkfOBBcAaKgZo/hTtF3kb6ALsQg/xPWyJzvNop/lp4FtKqaXWuW6zjgV4Qin1crzrZ4OIVJW62OuIR6buOVUzVLLHR1qLPVL5VIeIxxMlu4dil3v22Zfxeg+gFEgZFL8P7SmjiDwArr4a3G6YMmUK7du3rxQivDrCjGTDA4ehgqwRkZqmLoiIIXNk0+8jvPfkFJhYfpF42OWPHz/BX/7yZwAWzIev94WW690Thg6Hc8+9jEGDeuB2u4NJrPXlc3JyQgQlXi8qHqn4HQzVgxERCyMiBkNs/vvfD1i58gvAHrEFTYHj1v4xY6B5c/jmN2+mTZvW+Hw+IFS8nMLidruDYhLJ9GaTaFtkhKVmMCJiYUTEYIiPz+fjiSeeAGDGDDh1CgrZym560ak5qHNBGkKbNn25+eZJeDwe/H5/MAUCAUQEpVRIb8XlcuHxeJJu+GOVNxF7M0M0EamXsbMMhvqO8+HR7/dHLPPQQw+xceMW4G3KyoC8XnTaAt6V4Jm+nyLaUNBsE/v3b+Laa6+lffv2+Hy+oL/F+d/ZA0lm4EEiMbSMgNQspidiMNQw1fEbDHfcO4k0qiy8PvY8FVsInnzyd0A5hw/DRx/pcrlAuXWMve777bffTuvWrSsJRzyMEGQ/xpxlYUTEEE5tmrcT6by22Siec91uqMMnMtr7nHNKIo0YO3XqNM888zsA1q+Ddesr16+wEK644nqGDeuX3I0Zsh4jIhZGROom8WZqZxuJPHnHG94b7x7DTUHOY5IJtR4uTh9//DGLFi1i2zZYvlznF1LOPHIZPQzopfPuvPMu2rVrm/BqhIbsxoiIhRGRukm64jllE7HmhlQlpEqi5WOdx+v18uyzzwKwbx+0bQDM+hA4H2hAEXDZZVBQAN/73vdo2LBhSteKRaSwK7VFmJLx8WTLPblcLiMiYETEULuo6d9nPOE5fvwkf/jD7wHYsglWrg49vk93GDISJk++ijPO6A9kR6NoRy2Itq82ko4Rb05TZ/j+3NxcIyJgRMRgqA7+9a/32bhR27bsuSVOenSHESPh7ru/Tbt2bSsXyDDV3e5F6jFW9ZqJHJ9Os2740GkjIhZGRAyG6FSlPSgvL+fXv/41APPnazOXGx3H6DRwwUUgbQCa8uCD9+LxeJK+RrrjzqWz/Yt2rqr0vJKtX1UiCcc71u12m3kihsySiRFKVYlzVZvI1JNzVY954IEHKCkpA56lrAyOH4XWbmBuEXwyib35Dfis9DjwJDfd9E06d+4UPDYbzFxOkm1sU61/pNFy9vmq+p5k4j2tdz2RESNGqMWLF9d0NeKSySGimbp+ffuuRSMdP+yqrl2RTqJdZ9asBSxdOh+A5Qth2+7Q/fbckjvvvIs2bVqn/frVfWw2nD+TGMe6xYgRI9SiRYtquhoRqY0h4tMZviKT9UjkfMmMkqlLjUU6KS8v58knnwxuR/KXXHIJtGwJP/nJg+Tn52awdoZkMEN8LWqiJ1IdT//V9bmluzGsb9+vbBHVTF8jHmVlZfz2t78FYPpUOF0GzYEjQF9g0FiQprrst799L61aNa/S9aoyTDYb3q9sxMTOsrAjixqSIx1ikC67e7qobQJX0w8ZVTmn2+3mJz/5CevWbQbe4+BByPdB4z3A9vdh1llsd7VhRQDgTwCMHj2aIUOGkJOTEwzgmI0kEhwyUkj8uhI4st71RMzoLENdpjb8nktLS/n971+hvHw/SsGCD2HfsdAyV08Gt2XZateuF2PGnE2TJk1o3LhxMDyLLSyZ9h/GGkbrfO0MIxNNMJKJHBDpuExizFkWRkQMhuwgEX/J4MHQt69+PWjQMPr06UGzZs1o3Lgx+fn5uFyu4HoliTSs4X7HROdeJDMxz7Z0pDKvoyrEWw45Dec35iyDwZBZnJPu7AbcjuGllOJHP/oRJ0+e5K9//SuFhbBhPaxdB+eg18/ue9o+D6xZs4KePbvi8/nwer3BlRSVUkERidQrSNUf4hSI8B5G+H4nNTFApibNYkZEDAZDQkSbhe1MoBtRe2Eqe9vn81FWVhYUgFOnTuH3+zl58iQHDx6kVau2HDy4j/4DoP8Afe5OX+6GxQthR2P2dB3PuoMA/+HKK6+kXbt2QRNReMOfaIMaTTBqgtrsGzEiYjAYEiZcMJRSIYJh77OFw167xOfzcfr0acrLyykrK8Pr9QYFRe87YR0Pwfa0SyeKFheCHxpvh5PYJq//ANC69ViuvLIPzZs3ID8/v1Y3xLUZ4xMxGAxRiRVyPhAIVDJTBQKBkHxbZGxB8fl8lJeXU15ejtfrDZ6/pKSEnTt3smXLHnSQlAo+ngOHjlS+/tDB0Ltv5fyWLVvSokVHunXrTOvWBbRo0Zy8vDwaNGiQsO/EUBnjWLcwImIwJIazVxGJSE5qZ/nw/bZvwRYar9cbXJPd5/MRCAQ4deoUR48e5fTp05SVlVFcXExxcTH79ul4XABjgC+AsayGzoOhLQQ6gyvMrhLSq0mCnJwc8vI60Lp1C5o3b0DDhm4aN25Ew4YNyc/Px+PxVFq5MScnJ2Q5YPt+gRDHf6Shyumc1BrJvBePJMx/RkTAiIjBkAyx1i+Jlh9u7grHKS7OXozP5wuKjO0zCQQCHDlylO3bv2b9+iUcPAjNm4LbBcwGTpWzgVzWAde2BS5M5R71//C21Fn11DovAjSmRQtPUHw8Hg+5ubk0aNCA3Nxc3G43ubm55ObmhgiSc36JPYDAOcctfO5JRT0rhCp8iLFNtLVXwsvadbCv3ahRo7o5OktExgHPoQOGvqSU+nUNV8lgqFUoBYEA+P06ATRooP8fPKgoLwefT+HzKUpLfeTmBmjfXjvPV63yceKEl7IyH6dPl1NSUk6jRqX06lXOqVOnmD+/FChDezROoU1VpwFfUvWzadnSeiGwpTesXFkRJqVoH1xRBHmFyd1/NIGIJRyRNNVZXu9XwAkOH9Z5DRo0IC8vj/z8/KCI5OTkkJOTg8fjoUGDBkEBcLvdwdfREhB1DXtnTylcVMIFJvw453+7bE5OdKmo1SIiIm709NbLgN3AEhGZqpSKsPqzASoPtUz0mEjbya6kl+x10oFzxJAzL3w0UThOO779RGy/diYg6CAuKysDCP4vLy+npKTEesr2U17u5+TJEsrL/bjd5fh8Xk6e9AMBK/nQDU/mifXUHf6xJLJ/y5b01S1aY967N/TuCEXT9XYeMBW4phRc+VW7ZjyRiNczqdjvplmzJng8OeTl5ZGXl0fDhg2DvZC8vLygiHg8nmCj7XztFI5wc5izZ1JxbQkxrUXqYUQTkXCRijTjPpxaLSLAKGCrUmo7gIj8E5gMZJ2I+Hw+fL7En76cxHJuQoWDM5lGOJWx7MleI9nzxmvYbZyNuH3vznPZAmCbR8IbflsQgKAt3u/3B0cKOY/3er0EAoHg8FT7eHtf4vcYul35qTXyvkT2p4NY50y8wcwMOTk5uH0+Gr72Gkd27qSw/5lsazKe5SegWzd4932YMAEaNrwKyAc8QA4XXyz06iVs3uxi/vwcwI3Hk0d+PuTnw4QJQtu2wtdfu9i6VcjPhwYN9P+GDV106AAej+61iYSLSmJDhO39gUAg2EDHMxXGWqfEPl88E2IipBqGpVb7RETkWmCcUuoOa/tm4Cyl1HfDyt0F3GVtDgTWZrSi1UMr4GBNVyINmPvILsx9ZBfZdB9dlVKVYvbX9p5IQiilXgBeABCRpZGcQ7UNcx/ZhbmP7MLcR+aIbuiqHewBOju2O1l5BoPBYMgAtV1ElgC9RaS7iOQCN6B9awaDwWDIALXanKWU8onId4FZ6CG+f1dKrYtz2AvVX7OMYO4juzD3kV2Y+8gQtdqxbjAYDIaapbabswwGg8FQgxgRMRgMBkPK1BsREZFxIrJJRLaKyAM1XZ9YiEhnEZkrIutFZJ2I/MDKbyEiH4rIFut/cytfROQP1r2tFpHhNXsHoYiIW0RWiMg0a7u7iCy26vsva1AEIpJnbW+19ner0Yo7EJECEXlHRDaKyAYROac2fh4icp/1nVorIm+JSH5t+DxE5O8isl9E1jrykn7/ReRWq/wWEbk1S+7jN9b3arWIvCciBY59D1r3sUlExjrys6c9C58tXBcT2um+DegB5AKrgAE1Xa8Y9W0PDLdeNwE2AwOAp4EHrPwHgKes1xOAD9AR384GFtf0PYTdz/3AP4Bp1vbbwA3W678A91ivvwP8xXp9A/Cvmq674x5eBe6wXucCBbXt8wA6AjuABo7PYUpt+DzQoRWHA2sdeUm9/0ALYLv1v7n1unkW3MflQI71+inHfQyw2qo8oLvVhrmzrT2r8S92hj64c4BZju0HgQdrul5J1P+/6Phgm4D2Vl57YJP1+q/AjY7ywXI1ndBzdz4CLgGmWT/sg44fTfCzQY+yO8d6nWOVkyy4h2ZW4yth+bXq87BE5CurEc2xPo+xteXzALqFNb5Jvf/AjcBfHfkh5WrqPsL2XQW8ab0OaafszyPb2rP6Ys6yfzw2u628rMcyIQwDFgNtlVLF1q6vgbbW62y+v98DP0ZHGARoCRxVStmBxJx1Dd6Htf+YVb6m6Q4cAF62zHIviUgjatnnoZTaA/wW+BIoRr+/y6h9n4dNsu9/Vn4uYdyG7kVBLbmP+iIitRIRaQy8C/xQKXXcuU/pR5CsHp8tIpOA/UqpZTVdlyqSgzZB/FkpNQwd0zzEDl1LPo/m6ACl3YEOQCNgXI1WKk3Uhvc/HiLyEDqU85s1XZdkqC8iUuvCo4iIBy0gbyql/m1l7xOR9tb+9sB+Kz9b7+884AoR2Qn8E23Seg4oEBF7oquzrsH7sPY3Aw5lssJR2A3sVkottrbfQYtKbfs8xgA7lFIHlFJe4N/oz6i2fR42yb7/2fq5ICJTgEnATZYgQi25j/oiIrUqPIqICPA3YINS6hnHrqmAPaLkVrSvxM6/xRqVcjZwzNHNrzGUUg8qpToppbqh3/OPlVI3AXOBa61i4fdh39+1Vvkaf7pUSn0NfCUi9orel6KXG6hVnwfajHW2iDS0vmP2fdSqz8NBsu//LOByEWlu9cout/JqFNEL6/0YuEIp5VxgfipwgzVKrjvQG70ycHa1ZzXljMl0Qo/Y2Iwe1fBQTdcnTl3PR3fNVwMrrTQBbY/+CNgCzAFaWOUFvTjXNmANMLKm7yHCPY2mYnRWD/SPYStQBORZ+fnW9lZrf4+arrej/kOBpdZn8h/06J5a93kAjwIb0cshvI4e+ZP1nwfwFtqP40X3DG9P5f1H+xy2WulbWXIfW9E+Dvu3/hdH+Yes+9gEjHfkZ017ZsKeGAwGgyFl6os5y2AwGAzVgBERg8FgMKSMERGDwWAwpIwREYPBYDCkjBERg8FgMKSMERFDvUZE/CKy0opqWyQiDWu6TokgIu2lIiryFBF5Pkq5nSKyxooQO1tE2sU45yAReaWaqmyooxgRMdR3SpRSQ5VSA4Fy4NvOnY6Z3NVOkte6H3gxwbIXK6UGo+e5/DRaIaXUGqCTiHRJoh6Geo4REYOhggVALxEZLSILRGQqsF70eii/EZEl1hP93RDsDcx39GQusMq+Ym2vEZH7rLLzRGSk9bqVFQrG7kVMFZGPgY9EpJG15sQXVrDHyVHqeg0w07HdQURmWutkPB3lmPnW/Y0SkYXW+T93zMQHeB89A9pgSIiMPWUZDNmM1QsYT0XDPBwYqJTaISJ3oUNnnCkiecBnIjIbuBodkvsJEXEDDdEz2ztaPRucCwzFYDgwWCl1WER+hQ4vcpt17BciMkcpdcpR1+7AEaVUmeMcQ9HRnsuATSLyR6WUM9Ir6NhMa9Az1i9QSvlEZAzwK7Qoge6tPIBeq8NgiIsREUN9p4GIrLReL0DHLDsX+EIptcPKvxwYLCJ2fKlm6DhGS4C/W8Ey/6OUWiki24EeIvJHYDowO4E6fKiUOuy41hUi8r/Wdj7QBdjgKN8eHZreyUdKqWMAIrIe6EpFuPC5IuJHh2x52Kr/qyLSGx1ex+M4z350hF+DISGMiBjqOyVKqaHODB2bkFPOLOB7SqlKwfpE5EJgIvCKiDyjlHpNRIagF3v6NnAdOl6TjwrzcX7YacKvdY1SalOsOkc4h7NX4if0t32xUuqgo86/B+Yqpa4SvV7NPEfZfOv8BkNCGJ+IwRCfWcA9Vo8DEelj+S66AvuUUi8CLwHDRaQV4FJKvYt+6rfX994JjLBeX0t0ZgHfs6LsIiLDIpTZjF4dL1WaURE6fErYvj7o4IwGQ0IYETEY4vMSOmT6chFZi15WNQcdmXiViKwArkevldIRmGeZyN5AL10KekXBe6yyrWJc6zG0eWm1iKyztkOw/CPbRKRXivfzNPCkVZdwa8TFaDOcwZAQJoqvwVALEZGrgBFKqYfTeM484BPgfFWxXK7BEBPjEzEYaiFKqfdEJN3rnXcBHjACYkgG0xMxGAwGQ8oYn4jBYDAYUsaIiMFgMBhSxoiIwWAwGFLGiIjBYDAYUsaIiMFgMBhS5v8DxKvr90qEUIMAAAAASUVORK5CYII=", "text/plain": [ "
    " ] @@ -51280,7 +51280,7 @@ } ], "source": [ - "env_analysis.plot_average_pressure_profile(clear_range_limits=True)" + "env_analysis.plot_average_pressure_profile(clear_range_limits=True)\n" ] }, { @@ -51305,7 +51305,7 @@ } ], "source": [ - "env_analysis.exportMeanProfiles()" + "env_analysis.exportMeanProfiles()\n" ] }, { @@ -51321,7 +51321,7 @@ "metadata": {}, "outputs": [], "source": [ - "# !jupyter nbconvert environment_analysis_class_usage.ipynb --to html --output env_analysis_output.html" + "# !jupyter nbconvert environment_analysis_class_usage.ipynb --to html --output env_analysis_output.html\n" ] } ], diff --git a/docs/notebooks/environment_analysis_class_usage.ipynb b/docs/notebooks/environment_analysis_class_usage.ipynb index 5ffb7d3c6..05b1943ae 100644 --- a/docs/notebooks/environment_analysis_class_usage.ipynb +++ b/docs/notebooks/environment_analysis_class_usage.ipynb @@ -89,7 +89,7 @@ "from datetime import datetime\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "from scipy import stats" + "from scipy import stats\n" ] }, { @@ -124,7 +124,7 @@ " pressureLevelDataFile=\"../../data/weather/spaceport_america_pressure_levels_reanalysis_2002_2021.nc\",\n", " timezone=\"America/Denver\",\n", " unit_system=\"imperial\",\n", - ")" + ")\n" ] }, { @@ -241,7 +241,7 @@ } ], "source": [ - "env_analysis.allInfo()" + "env_analysis.allInfo()\n" ] }, { @@ -291,7 +291,7 @@ } ], "source": [ - "env_analysis.plot_average_temperature_along_day()" + "env_analysis.plot_average_temperature_along_day()\n" ] }, { @@ -341,7 +341,7 @@ } ], "source": [ - "env_analysis.plot_average_surface10m_wind_speed_along_day(SAcup_wind_constraints=True)" + "env_analysis.plot_average_surface10m_wind_speed_along_day(SAcup_wind_constraints=True)\n" ] }, { @@ -380,7 +380,7 @@ } ], "source": [ - "env_analysis.plot_average_sustained_surface100m_wind_speed_along_day()" + "env_analysis.plot_average_sustained_surface100m_wind_speed_along_day()\n" ] }, { @@ -12505,7 +12505,7 @@ } ], "source": [ - "env_analysis.animate_wind_gust_distribution_over_average_day()" + "env_analysis.animate_wind_gust_distribution_over_average_day()\n" ] }, { @@ -12544,7 +12544,7 @@ } ], "source": [ - "env_analysis.plot_wind_gust_distribution_over_average_day()" + "env_analysis.plot_wind_gust_distribution_over_average_day()\n" ] }, { @@ -12594,7 +12594,7 @@ } ], "source": [ - "env_analysis.plot_wind_gust_distribution()" + "env_analysis.plot_wind_gust_distribution()\n" ] }, { @@ -12646,7 +12646,7 @@ } ], "source": [ - "env_analysis.animate_average_wind_rose(filename=\"wind_rose.gif\")" + "env_analysis.animate_average_wind_rose(filename=\"wind_rose.gif\")\n" ] }, { @@ -12685,7 +12685,7 @@ } ], "source": [ - "env_analysis.plot_average_day_wind_rose_all_hours()" + "env_analysis.plot_average_day_wind_rose_all_hours()\n" ] }, { @@ -12699,7 +12699,7 @@ "outputs": [], "source": [ "# In case you need to plot only a singe windrose with regards to a specific hour\n", - "# env_analysis.plot_average_day_wind_rose_specific_hour() #TODO: example input format of specific hour" + "# env_analysis.plot_average_day_wind_rose_specific_hour() #TODO: example input format of specific hour\n" ] }, { @@ -29522,7 +29522,7 @@ } ], "source": [ - "env_analysis.animate_wind_profile_over_average_day(SAcup_altitude_constraints=True)" + "env_analysis.animate_wind_profile_over_average_day(SAcup_altitude_constraints=True)\n" ] }, { @@ -29561,7 +29561,7 @@ } ], "source": [ - "env_analysis.plot_wind_profile_over_average_day(SAcup_altitude_constraints=True)" + "env_analysis.plot_wind_profile_over_average_day(SAcup_altitude_constraints=True)\n" ] }, { @@ -29619,7 +29619,7 @@ } ], "source": [ - "env_analysis.plot_average_wind_speed_profile(SAcup_altitude_constraints=True)" + "env_analysis.plot_average_wind_speed_profile(SAcup_altitude_constraints=True)\n" ] }, { @@ -29665,7 +29665,7 @@ } ], "source": [ - "env_analysis.plot_average_pressure_profile(SAcup_altitude_constraints=True)" + "env_analysis.plot_average_pressure_profile(SAcup_altitude_constraints=True)\n" ] }, { @@ -29766,7 +29766,7 @@ "plt.ylabel(f\"Altitude ASL ({env_analysis.unit_system['length']})\")\n", "plt.title(\"Average Temperature Profile\")\n", "plt.legend()\n", - "plt.show()" + "plt.show()\n" ] }, { diff --git a/docs/notebooks/environment_class_usage.ipynb b/docs/notebooks/environment_class_usage.ipynb index effd9b29e..5f5bb913b 100644 --- a/docs/notebooks/environment_class_usage.ipynb +++ b/docs/notebooks/environment_class_usage.ipynb @@ -924,7 +924,7 @@ "metadata": {}, "outputs": [], "source": [ - "EnvCMC.setAtmosphericModel(type=\"Ensemble\", file=\"CMC\")" + "EnvCMC.setAtmosphericModel(type=\"Ensemble\", file=\"CMC\")\n" ] }, { diff --git a/docs/notebooks/getting_started.ipynb b/docs/notebooks/getting_started.ipynb index 45c2db163..b2e62232a 100644 --- a/docs/notebooks/getting_started.ipynb +++ b/docs/notebooks/getting_started.ipynb @@ -30,7 +30,7 @@ "metadata": {}, "outputs": [], "source": [ - "from rocketpy import Environment, SolidMotor, Rocket, Flight" + "from rocketpy import Environment, SolidMotor, Rocket, Flight\n" ] }, { @@ -71,7 +71,7 @@ "source": [ "Env = Environment(\n", " railLength=5.2, latitude=32.990254, longitude=-106.974998, elevation=1400\n", - ")" + ")\n" ] }, { @@ -93,7 +93,7 @@ "\n", "tomorrow = datetime.date.today() + datetime.timedelta(days=1)\n", "\n", - "Env.setDate((tomorrow.year, tomorrow.month, tomorrow.day, 12)) # Hour given in UTC time" + "Env.setDate((tomorrow.year, tomorrow.month, tomorrow.day, 12)) # Hour given in UTC time\n" ] }, { @@ -111,7 +111,7 @@ "metadata": {}, "outputs": [], "source": [ - "Env.setAtmosphericModel(type=\"Forecast\", file=\"GFS\")" + "Env.setAtmosphericModel(type=\"Forecast\", file=\"GFS\")\n" ] }, { @@ -127,7 +127,7 @@ "metadata": {}, "outputs": [], "source": [ - "Env.info()" + "Env.info()\n" ] }, { @@ -164,7 +164,7 @@ " interpolationMethod=\"linear\",\n", " nozzlePosition=-1.255,\n", " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", - ")" + ")\n" ] }, { @@ -219,7 +219,7 @@ "metadata": {}, "outputs": [], "source": [ - "Pro75M1670.allInfo()" + "Pro75M1670.allInfo()\n" ] }, { @@ -289,7 +289,7 @@ " coordinateSystemOrientation=\"tailToNose\",\n", ")\n", "\n", - "Calisto.setRailButtons([0.2, -0.5])" + "Calisto.setRailButtons([0.2, -0.5])\n" ] }, { @@ -346,7 +346,7 @@ "metadata": {}, "outputs": [], "source": [ - "Calisto.addMotor(Pro75M1670, position=-1.255)" + "Calisto.addMotor(Pro75M1670, position=-1.255)\n" ] }, { @@ -391,7 +391,7 @@ "\n", "Tail = Calisto.addTail(\n", " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", - ")" + ")\n" ] }, { @@ -408,7 +408,7 @@ "metadata": {}, "outputs": [], "source": [ - "Calisto.allInfo()" + "Calisto.allInfo()\n" ] }, { @@ -467,7 +467,7 @@ " samplingRate=105,\n", " lag=1.5,\n", " noise=(0, 8.3, 0.5),\n", - ")" + ")\n" ] }, { @@ -497,7 +497,7 @@ "metadata": {}, "outputs": [], "source": [ - "TestFlight = Flight(rocket=Calisto, environment=Env, inclination=85, heading=0)" + "TestFlight = Flight(rocket=Calisto, environment=Env, inclination=85, heading=0)\n" ] }, { @@ -517,7 +517,7 @@ }, "outputs": [], "source": [ - "TestFlight.allInfo()" + "TestFlight.allInfo()\n" ] }, { @@ -537,7 +537,7 @@ " fileName=\"trajectory.kml\",\n", " extrude=True,\n", " altitudeMode=\"relativetoground\",\n", - ")" + ")\n" ] }, { @@ -616,7 +616,7 @@ " # Modify rocket fin set by removing previous one and adding new one\n", " Calisto.aerodynamicSurfaces.remove(FinSet)\n", " FinSet = Calisto.addTrapezoidalFins(\n", - " 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956*factor\n", + " 4, span=0.100, rootChord=0.120, tipChord=0.040, position=-1.04956 * factor\n", " )\n", " # Simulate\n", " print(\n", @@ -657,7 +657,7 @@ " upper=1.5,\n", " xlabel=\"Time (s)\",\n", " ylabel=\"Attitude Angle (deg)\",\n", - ")" + ")\n" ] }, { @@ -772,7 +772,7 @@ "ax[1].set_ylabel(\"|Y(freq)|\")\n", "ax[1].set_xlim((0, 5))\n", "plt.subplots_adjust(hspace=0.5)\n", - "plt.show()" + "plt.show()\n" ] }, { @@ -836,7 +836,9 @@ "\n", " Calisto.addMotor(Pro75M1670, position=-1.255)\n", "\n", - " NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", + " NoseCone = Calisto.addNose(\n", + " length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829\n", + " )\n", "\n", " FinSet = Calisto.addTrapezoidalFins(\n", " n=4,\n", @@ -865,7 +867,7 @@ "\n", "\n", "apogeebymass = Function(apogee, inputs=\"Mass (kg)\", outputs=\"Estimated Apogee (m)\")\n", - "apogeebymass.plot(8, 20, 20)" + "apogeebymass.plot(8, 20, 20)\n" ] }, { @@ -929,7 +931,9 @@ "\n", " Calisto.addMotor(Pro75M1670, position=-1.255)\n", "\n", - " NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", + " NoseCone = Calisto.addNose(\n", + " length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829\n", + " )\n", "\n", " FinSet = Calisto.addTrapezoidalFins(\n", " n=4,\n", @@ -958,7 +962,7 @@ "\n", "\n", "speedbymass = Function(speed, inputs=\"Mass (kg)\", outputs=\"Out of Rail Speed (m/s)\")\n", - "speedbymass.plot(8, 20, 20)" + "speedbymass.plot(8, 20, 20)\n" ] } ], diff --git a/docs/notebooks/getting_started_colab.ipynb b/docs/notebooks/getting_started_colab.ipynb index 0a2f51d9a..4955bdd9f 100644 --- a/docs/notebooks/getting_started_colab.ipynb +++ b/docs/notebooks/getting_started_colab.ipynb @@ -1110,7 +1110,9 @@ "\n", " Calisto.addMotor(Pro75M1670, position=-1.255)\n", "\n", - " NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829)\n", + " NoseCone = Calisto.addNose(\n", + " length=0.55829, kind=\"vonKarman\", position=0.71971 + 0.55829\n", + " )\n", "\n", " FinSet = Calisto.addTrapezoidalFins(\n", " n=4,\n", @@ -1139,7 +1141,7 @@ "\n", "\n", "speedbymass = Function(speed, inputs=\"Mass (kg)\", outputs=\"Out of Rail Speed (m/s)\")\n", - "speedbymass.plot(8, 20, 20)" + "speedbymass.plot(8, 20, 20)\n" ] } ], diff --git a/docs/notebooks/solid_motor_class_usage.ipynb b/docs/notebooks/solid_motor_class_usage.ipynb index d8af9aa09..1d1b23ee6 100644 --- a/docs/notebooks/solid_motor_class_usage.ipynb +++ b/docs/notebooks/solid_motor_class_usage.ipynb @@ -27,7 +27,7 @@ "metadata": {}, "outputs": [], "source": [ - "from rocketpy import *" + "from rocketpy import *\n" ] }, { @@ -96,7 +96,7 @@ " interpolationMethod=\"linear\",\n", " nozzlePosition=-1.024,\n", " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", - ")" + ")\n" ] }, { @@ -114,7 +114,7 @@ }, "outputs": [], "source": [ - "MOTOR.info()" + "MOTOR.info()\n" ] }, { @@ -132,7 +132,7 @@ }, "outputs": [], "source": [ - "MOTOR.allInfo()" + "MOTOR.allInfo()\n" ] }, { @@ -171,7 +171,7 @@ " interpolationMethod=\"linear\",\n", " nozzlePosition=-1.024,\n", " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", - ")" + ")\n" ] }, { @@ -182,7 +182,7 @@ }, "outputs": [], "source": [ - "MOTOR.info()" + "MOTOR.info()\n" ] }, { @@ -218,7 +218,7 @@ " nozzleRadius=21.642 / 1000,\n", " throatRadius=8 / 1000,\n", " interpolationMethod=\"linear\",\n", - ")" + ")\n" ] }, { @@ -255,7 +255,7 @@ " nozzleRadius=21.642 / 1000,\n", " throatRadius=8 / 1000,\n", " interpolationMethod=\"linear\",\n", - ")" + ")\n" ] }, { @@ -266,7 +266,7 @@ }, "outputs": [], "source": [ - "MOTOR.allInfo()" + "MOTOR.allInfo()\n" ] }, { @@ -303,7 +303,7 @@ " nozzleRadius=21.642 / 1000,\n", " throatRadius=8 / 1000,\n", " interpolationMethod=\"linear\",\n", - ")" + ")\n" ] }, { @@ -321,7 +321,7 @@ }, "outputs": [], "source": [ - "MOTOR.info()" + "MOTOR.info()\n" ] }, { @@ -332,7 +332,7 @@ }, "outputs": [], "source": [ - "MOTOR.allInfo()" + "MOTOR.allInfo()\n" ] }, { @@ -380,7 +380,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.5" + "version": "3.10.5 (tags/v3.10.5:f377153, Jun 6 2022, 16:14:13) [MSC v.1929 64 bit (AMD64)]" }, "vscode": { "interpreter": { diff --git a/docs/notebooks/topography_usage.ipynb b/docs/notebooks/topography_usage.ipynb index c25369b60..81f54ff7d 100644 --- a/docs/notebooks/topography_usage.ipynb +++ b/docs/notebooks/topography_usage.ipynb @@ -24,7 +24,7 @@ "source": [ "import os\n", "\n", - "os.chdir(\"../../\")" + "os.chdir(\"../../\")\n" ] }, { @@ -34,7 +34,7 @@ "outputs": [], "source": [ "# First we import the Environment Class, which allows to set topographic profiles\n", - "from rocketpy import Environment" + "from rocketpy import Environment\n" ] }, { @@ -74,7 +74,7 @@ "# elevation = Env.getElevationFromTopograghicProfile(Env.lat, Env.lon)\n", "\n", "# With the following line we just adjust the Environment elevation\n", - "Env.setElevation(elevation)" + "Env.setElevation(elevation)\n" ] }, { @@ -126,7 +126,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ "
    " ] @@ -136,7 +136,7 @@ } ], "source": [ - "Env.info()" + "Env.info()\n" ] }, { @@ -158,7 +158,7 @@ "\n", "eRadius = Env.calculateEarthRadius(Env.lat, Env.datum)\n", "\n", - "print(\"The Earth Radius at latitude {:.6f}°: {:.2f} m\".format(Env.lat, eRadius))" + "print(\"The Earth Radius at latitude {:.6f}°: {:.2f} m\".format(Env.lat, eRadius))\n" ] } ], @@ -178,7 +178,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.10.5 (tags/v3.10.5:f377153, Jun 6 2022, 16:14:13) [MSC v.1929 64 bit (AMD64)]" + }, + "vscode": { + "interpreter": { + "hash": "26de051ba29f2982a8de78e945f0abaf191376122a1563185a90213a26c5da77" + } } }, "nbformat": 4, diff --git a/docs/notebooks/utilities_usage.ipynb b/docs/notebooks/utilities_usage.ipynb index ab118daf2..7790ca9be 100644 --- a/docs/notebooks/utilities_usage.ipynb +++ b/docs/notebooks/utilities_usage.ipynb @@ -13,7 +13,7 @@ "metadata": {}, "outputs": [], "source": [ - "from rocketpy.utilities import *" + "from rocketpy.utilities import *\n" ] }, { @@ -54,7 +54,7 @@ " rocket_mass=20, # kg\n", " air_density=1.225,\n", " g=9.80665,\n", - ")" + ")\n" ] }, { @@ -108,7 +108,7 @@ " estimated_final_time=10,\n", ")\n", "\n", - "altitudeFunction, velocityFunction, final_sol = a, b, c" + "altitudeFunction, velocityFunction, final_sol = a, b, c\n" ] }, { @@ -130,7 +130,7 @@ } ], "source": [ - "final_sol" + "final_sol\n" ] }, { @@ -149,7 +149,7 @@ "source": [ "print(\n", " f\"The terminal velocity of {final_sol['velocity']:.3} m/s is reached after {final_sol['time']:.3} seconds at altitude of {final_sol['altitude']:.6} meters.\"\n", - ")" + ")\n" ] } ], From dda3ce580ce2bf224c7abb94ee5955cefe78108e Mon Sep 17 00:00:00 2001 From: Lint Action Date: Tue, 10 Jan 2023 17:41:03 +0000 Subject: [PATCH 53/55] Fix code style issues with Black --- tests/conftest.py | 1 + tests/test_environment.py | 1 + 2 files changed, 2 insertions(+) diff --git a/tests/conftest.py b/tests/conftest.py index 9c849281f..4d7bea0d4 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -5,6 +5,7 @@ from rocketpy import Environment, EnvironmentAnalysis, Function, Rocket, SolidMotor + def pytest_addoption(parser): parser.addoption( "--runslow", action="store_true", default=False, help="run slow tests" diff --git a/tests/test_environment.py b/tests/test_environment.py index 98cbf91da..affff2702 100644 --- a/tests/test_environment.py +++ b/tests/test_environment.py @@ -8,6 +8,7 @@ from rocketpy import Environment + def test_env_set_date(example_env): tomorrow = datetime.date.today() + datetime.timedelta(days=1) example_env.setDate((tomorrow.year, tomorrow.month, tomorrow.day, 12)) From 03f1dc4729a0c5955ac89da507d37331f42f8ed5 Mon Sep 17 00:00:00 2001 From: MateusStano Date: Wed, 18 Jan 2023 21:28:50 -0300 Subject: [PATCH 54/55] remaining merging conflicts --- docs/notebooks/compare_flights_usage.ipynb | 354 ++++-------------- rocketpy/Flight.py | 8 +- rocketpy/prints/rocket_prints.py | 33 +- .../EPFL_Bella_Lui/bella_lui_flight_sim.py | 12 +- .../NDRT_2020/ndrt_2020_flight_sim.py | 12 +- .../PJ_Valetudo/valetudo_flight_sim.py | 10 +- tests/test_environment.py | 2 +- 7 files changed, 122 insertions(+), 309 deletions(-) diff --git a/docs/notebooks/compare_flights_usage.ipynb b/docs/notebooks/compare_flights_usage.ipynb index d63f8f38b..54db4d3d5 100644 --- a/docs/notebooks/compare_flights_usage.ipynb +++ b/docs/notebooks/compare_flights_usage.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -37,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -64,18 +64,9 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\users\\guiga\\documents\\github-vscode\\rocketpy\\rocketpy\\Environment.py:1994: UserWarning: Exact chosen launch time is not available in the provided file, using 2023-01-06 00:00:00 UTC instead.\n", - " warnings.warn(\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "after_tomorrow = datetime.now() + timedelta(days=2)\n", "env = Environment(railLength=5, latitude=-23, longitude=-49, date=after_tomorrow)\n", @@ -84,6 +75,7 @@ "Pro75M1670 = SolidMotor(\n", " thrustSource=\"../../data/motors/Cesaroni_M1670.eng\",\n", " burnOut=3.9,\n", + " grainsCenterOfMassPosition=-0.85704,\n", " grainNumber=5,\n", " grainSeparation=5 / 1000,\n", " grainDensity=1815,\n", @@ -93,37 +85,40 @@ " nozzleRadius=33 / 1000,\n", " throatRadius=11 / 1000,\n", " interpolationMethod=\"linear\",\n", + " nozzlePosition=-1.255,\n", + " coordinateSystemOrientation=\"nozzleToCombustionChamber\",\n", ")\n", "\n", "Calisto = Rocket(\n", - " motor=Pro75M1670,\n", " radius=127 / 2000,\n", " mass=19.197 - 2.956,\n", " inertiaI=6.60,\n", " inertiaZ=0.0351,\n", - " distanceRocketNozzle=-1.255,\n", - " distanceRocketPropellant=-0.85704,\n", " powerOffDrag=\"../../data/calisto/powerOffDragCurve.csv\",\n", " powerOnDrag=\"../../data/calisto/powerOnDragCurve.csv\",\n", + " centerOfDryMassPosition=0,\n", + " coordinateSystemOrientation=\"tailToNose\",\n", ")\n", "\n", "Calisto.setRailButtons([0.2, -0.5])\n", "\n", - "NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", distanceToCM=0.71971)\n", + "Calisto.addMotor(Pro75M1670, position=-1.255)\n", + "\n", + "NoseCone = Calisto.addNose(length=0.55829, kind=\"vonKarman\", position=0.71971+0.55829)\n", "\n", "FinSet = Calisto.addTrapezoidalFins(\n", " n=4,\n", " rootChord=0.120,\n", " tipChord=0.040,\n", " span=0.100,\n", - " distanceToCM=-1.04956,\n", + " position=-1.04956,\n", " cantAngle=0,\n", " radius=None,\n", " airfoil=None,\n", ")\n", "\n", "Tail = Calisto.addTail(\n", - " topRadius=0.0635, bottomRadius=0.0435, length=0.060, distanceToCM=-1.194656\n", + " topRadius=0.0635, bottomRadius=0.0435, length=0.060, position=-1.194656\n", ")\n", "\n", "def drogueTrigger(p, y):\n", @@ -170,7 +165,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -192,17 +187,9 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of flights: 6\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "print(\"Number of flights: \", len(flights))\n" ] @@ -217,7 +204,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -234,120 +221,54 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.trajectories_3d(legend=True)\n" ] }, { "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAArIAAARoCAYAAAD5DDfzAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3hUxfrA8e9udpNsei+kNwgthE4A6RB6FQELoNjFgmK93iter6LXi+V3xXZVxIKIIIqg0ov0GnpLISGQQgJJSC87vz+WrMQUQktYeD/Pc57dPWfOOXNmJ7tvZufMaJRSCiGEEEIIISyMtrEzIIQQQgghxJWQQFYIIYQQQlgkCWSFEEIIIYRFkkBWCCGEEEJYJAlkhRBCCCGERZJAVgghhBBCWCQJZIUQQgghhEXSNXYGhLhSFRUVlJWVNXY2hBDC4un1eqysrBo7G0JcNglkhcVRSpGenk5OTk5jZ0UIIW4aLi4u+Pj4oNFoGjsrQtSbBLLC4lQGsV5eXtjZ2cmHrhBCXAWlFIWFhWRmZgLg6+vbyDkSov4kkBUWpaKiwhzEuru7N3Z2hBDipmAwGADIzMzEy8tLuhkIiyE3ewmLUtkn1s7OrpFzIoQQN5fKz1W590BYEglkhUWS7gRCCHFtyeeqsEQSyAohhBBCCIskgawQQgghhLBIEsgKYaG+/PJLXFxcGjsbjWLy5MmMHDmysbMhrpDU3ZGNnQ0hbhoSyArRQBrjC+zYsWOMGDECDw8PnJyc6N69O2vXrq2SRqPRVFvmz59f53E1Gg0//fRTtfU30pf0ggULiI6Oxs7OjqCgIN5+++1qadatW0e7du2wsbEhPDycL7/8suEzagGk7jac4uJiJk+eTOvWrdHpdDXmaePGjXTr1g13d3cMBgORkZG8++67VdLMmDGjWtlERkY20FUI0XBk+C0hbmJDhw4lIiKCNWvWYDAYeO+99xg6dCgJCQn4+PiY082ZM4eBAweaX1t6a9lvv/3GXXfdxX//+18GDBjA4cOHeeCBBzAYDEydOhWApKQkhgwZwsMPP8y3337L6tWruf/++/H19SU2NraRr0DcqnW3oqICg8HAE088waJFi2pMY29vz9SpU4mKisLe3p6NGzfy0EMPYW9vz4MPPmhO17JlS1atWmV+rdPJV764+UiLrLB4SikKS8sbZVFKXXG+e/XqxRNPPMFzzz2Hm5sbPj4+zJgxo0qanJwcHnroIby9vbG1taVVq1YsXbq0XsfPysri+PHjvPDCC0RFRREREcGbb75JYWEhBw4cqJK2ckafysXW1vaKr+tiRqORmTNnEhISgsFgoE2bNixcuNC8vaKigilTppi3N2vWjPfff7/KMSoqKnj66adxcXHB3d2d55577pLl/vXXXzNy5EgefvhhQkNDGTJkCC+++CJvvfWWed+PP/6YkJAQZs2aRfPmzZk6dSq33357tZat600phbGwsMEXqbt1a6y6a29vz0cffcQDDzxQJWC/WNu2bZkwYQItW7YkODiYu+++m9jYWP74448q6XQ6XZWy8fDwuMLSEOLGJf+eCYtXVFZBi38sb5RzH/pnLHbWV/5nNHfuXJ5++mm2bdvGli1bmDx5Mt26daN///4YjUYGDRrE+fPn+eabbwgLC+PQoUP1Hqjc3d2dZs2a8dVXX5l/Pv/kk0/w8vKiffv2VdI+9thj3H///YSGhvLwww9z7733XpOheGbOnMk333zDxx9/TEREBBs2bODuu+/G09OTnj17YjQa8ff354cffsDd3Z3Nmzfz4IMP4uvryx133AHArFmz+PLLL/niiy9o3rw5s2bNYvHixfTp06fW85aUlFQba9hgMJCamkpycjLBwcFs2bKFfv36VUkTGxvLU089ddXXfTlUURFH27W/dMJrrNnuXWiuYjxmqbvXp+5eiT179rB582b+9a9/VVl//PhxmjRpgq2tLTExMcycOZPAwMBrem4hGpsEskI0oqioKF555RUAIiIi+OCDD1i9ejX9+/dn1apVbN++ncOHD9O0aVMAQkND631sjUbDqlWrGDlyJI6Ojmi1Wry8vPj9999xdXU1p/vnP/9Jnz59sLOzY8WKFTz66KPk5+fzxBNP1Hn8CRMmVAtMSkpKGDJkiPn5G2+8wapVq4iJiTHnf+PGjXzyySf07NkTvV7Pq6++at4/JCSELVu2sGDBAnMw8N577/Hiiy8yevRowNSSunx53f+4xMbGMm3aNCZPnkzv3r2Jj49n1qxZAKSlpREcHEx6ejre3t5V9vP29iYvL4+ioiLzTEeiZlJ3r0/dvRz+/v6cOXOG8vJyZsyYwf3332/e1rlzZ7788kuaNWtGWloar776KrfddhsHDhzA0dHxmuVBiMYmgayweAa9FYf+2Th9Gg36q5vGMSoqqsprX19f83zncXFx+Pv7mwOBy6WU4rHHHsPLy4s//vgDg8HAZ599xrBhw9ixY4d5PvW///3v5n3atm1LQUEBb7/99iWDgXfffbdai+bzzz9PRUUFAPHx8RQWFtK/f/8qaUpLS2nbtq359ezZs/niiy9ISUmhqKiI0tJSoqOjAcjNzSUtLY3OnTub0+t0Ojp06FDnT7QPPPAACQkJDB06lLKyMpycnHjyySeZMWMGWu2N1aNKYzDQbPeuRjnv1ZC6e33q7uX4448/yM/PZ+vWrbzwwguEh4czYcIEAAYNGmROFxUVRefOnQkKCmLBggVMmTLlmpxfiBuBBLLC4mk0mqv6eb8x6fX6Kq81Gg1GoxHgqlsE16xZw9KlSzl37hxOTk4AfPjhh6xcuZK5c+fywgsv1Lhf586dee211ygpKcHGxqbW4/v4+BAeHl5lnaOjIzk5OQDk5+cDsGzZMvz8/Kqkqzzu/PnzmT59OrNmzSImJgZHR0fefvtttm3bdkXXXEmj0fDWW2/xxhtvkJ6ejqenJ6tXrwb+bBn08fEhIyOjyn4ZGRk4OTk1aGusRqO5qp/4G4vU3etTdy9HSEgIAK1btyYjI4MZM2aYA9m/cnFxoWnTpsTHxzdY/oRoCJb57S/ELSAqKorU1FSOHTt2RS1bhYWFANVaILVarTngqElcXByurq51BgL10aJFC2xsbEhJSaFnz541ptm0aRNdu3bl0UcfNa9LSEgwP3d2dsbX15dt27bRo0cPAMrLy9m1axft2rW7ZB6srKzMgch3331HTEwMnp6eAMTExPDrr79WSb9y5UrzT8niykndvfq6e7mMRiMlJSW1bs/PzychIYF77rnnmp9biMYkgawQN6iePXvSo0cPxowZwzvvvEN4eDhHjhxBo9FUGW6oNjExMbi6ujJp0iT+8Y9/YDAY+N///mcedgrgl19+ISMjgy5dumBra8vKlSt54403mD59+lXn39HRkenTpzNt2jSMRiPdu3cnNzeXTZs24eTkxKRJk4iIiOCrr75i+fLlhISE8PXXX7Njxw5zSxPAk08+yZtvvklERASRkZG888475paz2mRlZbFw4UJ69epFcXExc+bM4YcffmD9+vXmNA8//DAffPABzz33HPfddx9r1qxhwYIFLFu27Kqv/VYnddfkSuouwKFDhygtLeXs2bOcP3+euLg4AHO3hdmzZxMYGGgeF3bDhg385z//qdKlYvr06QwbNoygoCBOnz7NK6+8gpWVVa0ttkJYKglkhbiBLVq0iOnTpzNhwgQKCgoIDw/nzTffrNe+Hh4e/P777/ztb3+jT58+lJWV0bJlS37++WfatGkDmH4enj17NtOmTUMpRXh4OO+88w4PPPDANcn/a6+9hqenJzNnziQxMREXFxfatWvHSy+9BMBDDz3Enj17GDduHBqNhgkTJvDoo4/y22+/mY/xzDPPkJaWxqRJk9Bqtdx3332MGjWK3NzcOs89d+5cpk+fjlKKmJgY1q1bR6dOnczbQ0JCWLZsGdOmTeP999/H39+fzz77TMaQvUak7l553R08eDDJycnm15X9civ71hqNRl588UWSkpLQ6XSEhYXx1ltv8dBDD5n3SU1NZcKECWRnZ+Pp6Un37t3ZunWr+RcJIW4WGnWtep0L0QCKi4tJSkoiJCTkmo0XKYQQQj5fhWW6sW7fFUIIIYQQop4kkBVCCCGEEBZJAlkhhBBCCGGRJJAVQgghhBAWSQJZIYQQQghhkSSQFUIIIYQQFkkCWSGEEEIIYZEkkBVCCCGEEBZJAlkhLNSXX36Ji4tLY2ejUfTq1YunnnqqsbMhrpDU3acaOxtC3DQkkBWigUyePJmRI0c22PnWrVuHRqOpcdmxYwcAJ06cqHH71q1baz1u5T6V879f7Eb6kp49ezbNmzfHYDDQrFkzvvrqq2ppfvjhByIjI7G1taV169b8+uuvjZDTG5/U3YaTlpbGnXfeSdOmTdFqtTXm6ccff6RDhw64uLhgb29PdHQ0X3/9dZU0kydPrlY2AwcObKCrEKLh6Bo7A0KI66Nr166kpaVVWff3v/+d1atX06FDhyrrV61aRcuWLc2v3d3dGySP18tHH33Eiy++yP/+9z86duzI9u3beeCBB3B1dWXYsGEAbN68mQkTJjBz5kyGDh3KvHnzGDlyJLt376ZVq1aNfAW3tlu57paUlODp6cnLL7/Mu+++W2MaNzc3/va3vxEZGYm1tTVLly7l3nvvxcvLi9jYWHO6gQMHMmfOHPNrGxub655/IRqatMgK0Uh69erFE088wXPPPYebmxs+Pj7MmDGjSpqcnBweeughvL29sbW1pVWrVixdurRex7e2tsbHx8e8uLu78/PPP3Pvvfei0WiqpHV3d6+SVq/XX5NrLCkpYfr06fj5+WFvb0/nzp1Zt26deXt2djYTJkzAz88POzs7WrduzXfffVflGAUFBUycOBEHBwd8fX2ZNWvWJc/79ddf89BDDzFu3DhCQ0MZP348Dz74IG+99ZY5zfvvv8/AgQN59tlnad68Oa+99hrt2rXjgw8+uCbXfjOTunv96m5wcDDvv/8+EydOxNnZucY0vXr1YtSoUTRv3pywsDCefPJJoqKi2LhxY5V0NjY2VcrG1dX18gtCiBucBLLC8ikFpQWNsyh1VVmfO3cu9vb2bNu2jX//+9/885//ZOXKlQAYjUYGDRrEpk2b+Oabbzh06BBvvvkmVlZWV3SuJUuWkJ2dzb333ltt2/Dhw/Hy8qJ79+4sWbLkqq7pYlOnTmXLli3Mnz+fffv2MXbsWAYOHMjx48cBKC4upn379ixbtowDBw7w4IMPcs8997B9+3bzMZ599lnWr1/Pzz//zIoVK1i3bh27d++u87wlJSXY2tpWWWcwGNi+fTtlZWUAbNmyhX79+lVJExsby5YtW67FpdebUoqykooGX5TU3To1Vt29XEopVq9ezdGjR+nRo0eVbevWrcPLy4tmzZrxyCOPkJ2dfU3PLcSNQLoWCMtXVghvNGmcc790Gqztr3j3qKgoXnnlFQAiIiL44IMPWL16Nf3792fVqlVs376dw4cP07RpUwBCQ0Ov+Fyff/45sbGx+Pv7m9c5ODgwa9YsunXrhlarZdGiRYwcOZKffvqJ4cOH13m8rl27otVW/V+4qKiI6OhoAFJSUpgzZw4pKSk0aWJ6f6ZPn87vv//OnDlzeOONN/Dz82P69Onm/R9//HGWL1/OggUL6NSpE/n5+Xz++ed888039O3bFzAFUBdfQ01iY2P57LPPGDlyJO3atWPXrl189tlnlJWVkZWVha+vL+np6Xh7e1fZz9vbm/T09LoL8horLzXy6ZPrG/ScAA++3xO9zZUFliB193rV3frKzc3Fz8+PkpISrKys+PDDD+nfv795+8CBAxk9ejQhISEkJCTw0ksvMWjQILZs2XLF/1AIcSOSQFaIRhQVFVXlta+vL5mZmQDExcXh7+9vDgSuRmpqqvlL9mIeHh48/fTT5tcdO3bk9OnTvP3225cMBr7//nuaN29eZd1dd91lfr5//34qKiqq5b+kpMTcj7GiooI33niDBQsWcOrUKUpLSykpKcHOzg6AhIQESktL6dy5s3l/Nzc3mjVrVmfe/v73v5Oenk6XLl1QSuHt7c2kSZP497//XS2AEVdG6u71qbv15ejoSFxcHPn5+axevZqnn36a0NBQevXqBcD48ePNaVu3bk1UVBRhYWGsW7fOHFgLcTOQQFZYPr2dqWW0sc59Nbv/pT+fRqPBaDQCpp/Cr5U5c+bg7u5+yS94gM6dO5t/Iq5LQEAA4eHhVdZdnOf8/HysrKzYtWtXtRYgBwcHAN5++23ef/993nvvPVq3bo29vT1PPfUUpaWl9bmsWhkMBr744gs++eQTMjIy8PX15dNPP8XR0RFPT08AfHx8yMjIqLJfRkYGPj4+V3Xuy6Wz1vLg+z0b9JyV570aUnevT92tL61Wa76G6OhoDh8+zMyZM82B7F+Fhobi4eFBfHy8BLLipiKBrLB8Gs1V/bx/o4qKiiI1NZVjx45dVcuWUoo5c+YwceLEet0IExcXh6+v7xWfr1Lbtm2pqKggMzOT2267rcY0mzZtYsSIEdx9992AqW/lsWPHaNGiBQBhYWHo9Xq2bdtGYGAgAOfOnePYsWP07Hnp4E+v15t/yp0/fz5Dhw41t8jGxMSwevXqKsMbrVy5kpiYmCu+5iuh0Wiu6if+G5HU3auvu5fLaDRSUlJS6/bU1FSys7OvSfkIcSORQFaIG1TPnj3p0aMHY8aM4Z133iE8PJwjR45c9niQa9asISkpifvvv7/atrlz52JtbU3btm0B0/iUX3zxBZ999tlV579p06bcddddTJw4kVmzZtG2bVvOnDnD6tWriYqKYsiQIURERLBw4UI2b96Mq6sr77zzDhkZGeZgwMHBgSlTpvDss8/i7u6Ol5cXf/vb3y7ZPeDYsWNs376dzp07c+7cOd555x0OHDjA3LlzzWmefPJJevbsyaxZsxgyZAjz589n586dfPrpp1d97bc6qbtXXncB8zi3+fn5nDlzhri4OKytrc3HnjlzJh06dCAsLIySkhJ+/fVXvv76az766CPzfq+++ipjxozBx8eHhIQEnnvuOcLDw6sMzyXEzUACWSFuYIsWLWL69OlMmDCBgoICwsPDefPNNy/rGJ9//jldu3YlMjKyxu2vvfYaycnJ6HQ6IiMj+f7777n99tuvRfaZM2cO//rXv3jmmWc4deoUHh4edOnShaFDhwLw8ssvk5iYSGxsLHZ2djz44IOMHDmS3Nxc8zHefvtt8vPzGTZsGI6OjjzzzDNVttekoqKCWbNmcfToUfR6Pb1792bz5s0EBweb03Tt2pV58+bx8ssv89JLLxEREcFPP/0kY8heI1J3r6zuAubgHGDXrl3MmzePoKAgTpw4AZiG9Xr00UdJTU3FYDAQGRnJN998w7hx4wCwsrJi3759zJ07l5ycHJo0acKAAQN47bXXZCxZcdPRqKsdg0WIBlRcXExSUhIhISHVhlcSQghx5eTzVVgiuX1XCCGEEEJYJAlkhRBCCCGERZJAVgghhBBCWCQJZIUQQgghhEWSQFYIIYQQQlgkCWSFEEIIIYRFkkBWCCGEEEJYJAlkhRBCCCGERZJAVgghhBBCWCQJZIWwUF9++SUuLi6NnY1GMXnyZEaOHNnY2RBXSOruyMbOhhA3DQlkhWggjfUFtmzZMjp37ozBYMDV1bVaHlJSUhgyZAh2dnZ4eXnx7LPPUl5eXucxNRoNP/30U7X1N9KX9IIFC4iOjsbOzo6goCDefvvtamnWrVtHu3btsLGxITw8nC+//LLhM2oBpO42nOLiYiZPnkzr1q3R6XQ15mnjxo1069YNd3d3DAYDkZGRvPvuu1XSzJgxA41GU2WJjIxsoKsQouHoGjsDQojrZ9GiRTzwwAO88cYb9OnTh/Lycg4cOGDeXlFRwZAhQ/Dx8WHz5s2kpaUxceJE9Ho9b7zxRiPm/Or89ttv3HXXXfz3v/9lwIABHD58mAceeACDwcDUqVMBSEpKYsiQITz88MN8++23rF69mvvvvx9fX19iY2Mb+QrErVp3KyoqMBgMPPHEEyxatKjGNPb29kydOpWoqCjs7e3ZuHEjDz30EPb29jz44IPmdC1btmTVqlXm1zqdfOWLm4+0yArRSHr16sUTTzzBc889h5ubGz4+PsyYMaNKmpycHB566CG8vb2xtbWlVatWLF26tF7HLy8v58knn+Ttt9/m4YcfpmnTprRo0YI77rjDnGbFihUcOnSIb775hujoaAYNGsRrr73G7NmzKS0tveprNBqNzJw5k5CQEAwGA23atGHhwoXm7RUVFUyZMsW8vVmzZrz//vtVjlFRUcHTTz+Ni4sL7u7uPPfccyil6jzv119/zciRI3n44YcJDQ1lyJAhvPjii7z11lvmfT/++GNCQkKYNWsWzZs3Z+rUqdx+++3VWrZEdVJ3r1/dtbe356OPPuKBBx7Ax8enxjRt27ZlwoQJtGzZkuDgYO6++25iY2P5448/qqTT6XT4+PiYFw8PjyssDSFuXBLICounlKKwrLBRlkt9KV3K3Llzsbe3Z9u2bfz73//mn//8JytXrgRMX6SDBg1i06ZNfPPNNxw6dIg333wTKyureh179+7dnDp1Cq1WS9u2bfH19WXQoEFVWrW2bNlC69at8fb2Nq+LjY0lLy+PgwcPXtW1AcycOZOvvvqKjz/+mIMHDzJt2jTuvvtu1q9fb75Gf39/fvjhBw4dOsQ//vEPXnrpJRYsWGA+xqxZs/jyyy/54osv2LhxI2fPnmXx4sV1nrekpARbW9sq6wwGA6mpqSQnJ5uvvV+/flXSxMbGsmXLlqu+7suhlKKsuLjBF6m7dWusunsl9uzZw+bNm+nZs2eV9cePH6dJkyaEhoZy1113kZKScs3PLURjk98ZhMUrKi+i87zOjXLubXduw05vd8X7R0VF8corrwAQERHBBx98wOrVq+nfvz+rVq1i+/btHD58mKZNmwIQGhpa72MnJiYCpr5y77zzDsHBwcyaNYtevXpx7Ngx3NzcSE9PrxIIAObX6enpdR5/woQJ1QKTkpIShgwZYn7+xhtvsGrVKmJiYsz537hxI5988gk9e/ZEr9fz6quvmvcPCQlhy5YtLFiwwNz69t577/Hiiy8yevRowNSSunz58jrzFhsby7Rp05g8eTK9e/cmPj6eWbNmAZCWlkZwcHCt156Xl0dRUREGg6HOc1wr5SUl/N+k2xvkXBd7Yu5C9H8J9i+H1N3rU3cvh7+/P2fOnKG8vJwZM2Zw//33m7d17tyZL7/8kmbNmpGWlsarr77KbbfdxoEDB3B0dLxmeRCisUkgK0QjioqKqvLa19eXzMxMAOLi4vD39zcHApfLaDQC8Le//Y0xY8YAMGfOHHMr0kMPPXQVOYd33323Wovm888/T0VFBQDx8fEUFhbSv3//KmlKS0tp27at+fXs2bP54osvSElJoaioiNLSUqKjowHIzc0lLS2Nzp3//EdFp9PRoUOHOlsUH3jgARISEhg6dChlZWU4OTnx5JNPMmPGDLRa+SHqWpC6e33q7uX4448/yM/PZ+vWrbzwwguEh4czYcIEAAYNGmROFxUVRefOnQkKCmLBggVMmTLlmpxfiBuBBLLC4hl0Brbdua3Rzn019Hp9ldcajcb8JX61LYK+vr4AtGjRwrzOxsaG0NBQ80+MPj4+bN++vcp+GRkZ5m118fHxITw8vMo6R0dHcnJyAMjPzwdMd577+flVSWdjYwPA/PnzmT59OrNmzSImJgZHR0fefvtttm27uvdTo9Hw1ltv8cYbb5Ceno6npyerV68G/mwZ9PHxMV9rpYyMDJycnBqsNRZAZ2PDE3MXXjrhdTjv1ZC6e33q7uUICQkBoHXr1mRkZDBjxgxzIPtXLi4uNG3alPj4+AbLnxANQQJZYfE0Gs1V/bx/o4qKiiI1NZVjx45dUctW+/btsbGx4ejRo3Tv3h2AsrIyTpw4QVBQEAAxMTG8/vrrZGZm4uXlBcDKlStxcnKqEkRciRYtWmBjY0NKSkq1vnuVNm3aRNeuXXn00UfN6xISEszPnZ2d8fX1Zdu2bfTo0QMw3Qi0a9cu2rVrd8k8WFlZmQOR7777jpiYGDw9PQHTtf/6669V0q9cudL8U3JD0Wg0V/UT/41I6u7V193LZTQaKSkpqXV7fn4+CQkJ3HPPPdf83EI0JglkhbhB9ezZkx49ejBmzBjeeecdwsPDOXLkCBqNhoEDB15yfycnJx5++GFeeeUVAgICqoylOnbsWAAGDBhAixYtuOeee/j3v/9Neno6L7/8Mo899pi55elKOTo6Mn36dKZNm4bRaKR79+7k5uayadMmnJycmDRpEhEREXz11VcsX76ckJAQvv76a3bs2GFuaQJ48sknefPNN4mIiCAyMpJ33nnH3HJWm6ysLBYuXEivXr0oLi5mzpw5/PDDD+YbdQAefvhhPvjgA5577jnuu+8+1qxZw4IFC1i2bNlVXbeQulvpSuouwKFDhygtLeXs2bOcP3+euLg4AHO3hdmzZxMYGGgeF3bDhg385z//4YknnjAfY/r06QwbNoygoCBOnz7NK6+8gpWVVa0ttkJYKglkhbiBLVq0iOnTpzNhwgQKCgoIDw/nzTffrPf+b7/9NjqdjnvuuYeioiI6d+7MmjVrcHV1BUwtlkuXLuWRRx4hJiYGe3t7Jk2axD//+c9rkv/XXnsNT09PZs6cSWJiIi4uLrRr146XXnoJgIceeog9e/Ywbtw4NBoNEyZM4NFHH+W3334zH+OZZ54hLS2NSZMmodVque+++xg1ahS5ubl1nnvu3LlMnz4dpRQxMTGsW7eOTp06mbeHhISwbNkypk2bxvvvv4+/vz+fffaZjCF7jUjdvfK6O3jwYPPoGoC5X25l31qj0ciLL75IUlISOp2OsLAw3nrrrSp9h1NTU5kwYQLZ2dl4enrSvXt3tm7dav5FQoibhUZdq17nQjSA4uJikpKSCAkJqTa8khBCiCsnn6/CEsntu0IIIYQQwiJJICuEEEIIISySBLJCCCGEEMIiSSArhBBCCCEskgSywiLJPYpCCHFtyeeqsEQSyAqLUjmbUGFhYSPnRAghbi6Vn6t/nbVNiBuZjCMrLIqVlRUuLi7mOd3t7OzQaDSNnCshhLBcSikKCwvJzMzExcUFKyurxs6SEPUm48gKi6OUIj09vV4z5AghhKgfFxcXfHx8pHFAWBQJZIXFqqiooKysrLGzIYQQFk+v10tLrLBIEsgKIYQQQgiLJDd7CSGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIHsLWjlypXce++9NG3aFCcnJ2xsbPD19aV///68++67nDlzprGzaFFOnDiBRqMhODi4sbNyQ9i8eTMDBgzAzc0NrVaLRqPhyy+/vOrjSjnXX69evdBoNKxbt65B97UEc+bMoUOHDtjb26PRaNBoNJw4ceKqj/vll1+i0WiYPHnyVR/rZhIcHHzNyliImugaOwOi4WRlZTFhwgRWrVoFmD5gevfujb29Penp6WzevJlVq1bxj3/8g1WrVtG5c+dGzrGwNKdPn2bIkCHk5ubSvXt3goOD0Wq1hIeHX3LfXr16sX79etauXUuvXr2uf2ZvQTNmzODVV1/llVdeYcaMGY2dnQa3bNky7rvvPmxtbenXrx/u7u4AODg4XHJfjUYDgFLquuZRXBl5f25dEsjeIioDi6NHjxIZGcmnn37KbbfdViVNSUkJc+fO5ZVXXiEtLa2Rcmp5/Pz8OHz4MHq9vrGz0uhWrFhBTk4Od955J99++21jZ+eW9dVXX1FYWEhgYGCD7nuj++GHHwD4v//7Px544IFGzo0Q4lqQQPYW8fjjj3P06FGCg4PZtGkTbm5u1dLY2Njw4IMPMmLECHJycho+kxZKr9cTGRnZ2Nm4IaSkpAAQERHRyDm5tV1NEHozBrCVpH4KcRNS4qaXkJCgrKysFKB+/PHHKz7Od999p/r06aNcXV2VtbW1CgwMVPfee686evRojemDgoIUoJKSktSvv/6qevbsqZycnJSLi4saMmSI2rdvnzntt99+q7p06aIcHByUs7OzGjVqlIqPj692zLVr1ypA9ezZUxUUFKgXX3xRhYWFKRsbG+Xr66vuu+8+lZqaWmN+Vq5cqaZOnaratGmj3N3dlbW1tfLz81N33HGH2r59e437vPLKKwpQr7zyikpOTlb33Xef8vf3VzqdTk2aNEkppVRSUpICVFBQULX9jx07pu69914VHBysrK2tlb29vQoMDFSDBw9WX3zxRY3n/P3339WQIUOUp6en0uv1ytfXV91xxx1qx44dNabv2bOnAtTatWvVnj171KhRo8zX17x5c/Wf//xHGY3GGve9lPq+53PmzFFAjUtN5XKxyve0tmXOnDlKqarlbDQa1SeffKLatWun7OzslJOTk+rfv7/avHlzrecpLCxU//nPf1Tnzp2Vs7OzsrGxUU2bNlXPPvusysrKuqxyuZp6qJRShw8fVpMnT1aBgYHK2tpaubq6qj59+qjvv/++xvQVFRXqk08+UV27dlXOzs5Kp9MpT09PFRUVpaZOnaqSkpKqpL+4TlSqq4wr63Jt+1YqKytTH330kYqJiVFOTk7KxsZGhYeHq8cff7zW6608h1JKLVy4UHXr1k05OjoqOzs71bVrV7Vs2bJay6kuBQUFaubMmapt27bKwcFBGQwG1aJFC/W3v/1NnT17tkraSZMm1evaa1L5GVDbUln2lX8DkyZNUvn5+eqFF15QYWFhytraWnl7e6uJEyfWWSdOnTqlpk2bpiIjI5XBYFAODg6qQ4cO6r///a8qKyu7rLKpz+fW5Zbhxc6ePateffVV1b59e+Xk5KRsbW1VSEiIGjt2rPr111+rpL34e+CvXnvtNQUof3//Kt8HSin1ww8/qNjYWOXh4aH0er1q0qSJuuuuu9TBgwdrvNZLvT/i5iWB7C3g/fffV4BycXFR5eXll72/0WhUEydOVIDS6XSqT58+avz48app06YKUHZ2duq3336rtl/lB9gLL7ygNBqN6tatm7rjjjvM+7m4uKj4+Hj17LPPmo97++23q4CAAAWoJk2aVPswrQwgYmJiVJcuXZSdnZ0aPHiwGjt2rPL19VWA8vHxUceOHauWn8ovlbZt26rhw4er0aNHqxYtWpiva+HChdX2qfyQvPPOO5Wbm5vy8fFRY8aMUaNHj1bPPPOMUqr2QHb//v3KyclJAapZs2Zq9OjRauzYsSomJkY5ODioNm3aVDvfyy+/rABzeU2YMEFFR0crQFlZWanPP/+82j6VgccLL7xgDl7Hjx+vevbsaf4H5sknn6zjHa7uct/zP/74Q02aNEm1adNGAapNmzZq0qRJatKkSeZyqs3hw4fVpEmTlLe3twJUbGysed9JkyapP/74o1o5T5o0Sen1etWnT58qdcrGxkZt3bq12jlOnTqlWrdurQDl5uam+vXrp0aNGmWuo8HBwerEiRP1Lp+rqYdLly5Vtra25noxfvx41adPH/N7dd9991Xb595771WAsrW1Vf369VMTJkxQsbGxKiIiQgFq8eLFVdLXFIzW9v5MmjRJ/e9//6tzX6WUKi4uVv369TPnY9CgQWrcuHHmv1cPDw+1a9euanmvDCj+8Y9/mOv1uHHjzHnRaDSX/Q92dna2+e/CyclJDR8+XI0ZM0Z5eHgoQIWEhFQJYP73v//VWscuvvaaLF68uEogfHG5TZo0SZ05c0Yp9WcgO3LkSBUVFaVcXFzUsGHD1IgRI5SXl5e57ubk5FQ7x/r165Wrq6u5Lg4fPlzFxsaa1w0YMECVlpbWu3zq87l1uWVYKS4uTvn5+SlAOTs7q8GDB6tx48apmJgYZTAYVM+ePaukrymQLS0tNdfp6OhoderUKfO2srIydccdd5j/nrt27arGjh1rri8Gg6HKZ0993x9x85JA9hZwzz33KED16dPnivb/6KOPzF9Ue/bsMa83Go3mD0wXFxeVmZlZZb/KDzAbGxu1atUq8/ry8nI1duxYBahWrVopd3d3FRcXZ95eUFCgunbtqgD1r3/9q8oxL269Cw8PV8nJyeZtRUVFasyYMQpQXbp0qXYdixcvrrGVYfHixUqn0yl3d3dVWFhYZdvF/+3ffffdqri4uNr+tQWylR/Uf70GpUytg+vXr6+y7rfffjMHCStWrKiy7bPPPlOA0uv16sCBA1W2VQYegPr444+rbFu9erXSaDTKyspKnTx5slo+anOl7/nFLUGXq66WQKX+LOfKsr64Vbi8vFzdd9995i/9ixmNRtWtWzcFqClTpqi8vDzztrKyMvXMM88oQPXu3bveeb3Sepienq6cnZ3N9eLilvIdO3aYA5dPP/3UvD45OdncapWWllYtL4cOHapyfqVqL8v6vD+17fv8888rQIWFhVULSqZMmWIOfkpKSqrsV1lOLi4u1f7JqMxP06ZNa81PTcaNG6cA1blz5yqt6efPn1eDBg1SgOratWu9r60+Lm5ZrsnFv0rExsaq3Nxc87azZ8+ag8Y33nijyn5paWnK3d1daTQa9eGHH6qKigrztqysLNWnTx8FqFdffbXeea3P59aVlGF+fr75H5eJEyeq8+fPV9mek5OjVq5cWWXdXwPZnJwc8z9EgwYNqnaMl156yZyvxMTEKtt++OEHZWVlpVxdXdW5c+eqbLvU+yNuXvKu3wIGDhyoADV+/Pgr2j8sLEwB6v/+7/+qbTMajSoqKkoB6vXXX6+yrfID7Nlnn6223+7du80fPLNnz662fdGiRTUGFxcHED/99FO1/TIyMpSdnZ0C1KZNm+p9jRMmTFBAtZ85K78Q3NzcamxJUar2QHbw4MEKULt3765XHvr27asA9fTTT9e4fejQoQpQDzzwQJX1lV/Oo0ePrnG/yvf/q6++qlc+lLry97yhAtklS5ZU256Wlmb+x+ni1qvKfxCio6Nr/Im2oqJCtWrVSgFq//799crrldbDyp9S27dvX+Nx//Of/yhARUREmNdt375dAWr48OH1yptS1z6QLSoqUg4ODrWWfUFBgbm189tvv62yrbKcaqpLxcXF5sA+JSWlXteWnJystFqt0mg0au/evdW2p6ammlu8//oZ0BCBrL29vTp9+nS17fPnz6+xQaHyH4SpU6fWeNzU1FSl1+uVp6dnvbsIXepz60rL8L333jP/LdX3172LA9nk5GTz39pDDz1U7RjZ2dnKYDAoW1vbWrthPProowpQ//3vf6usl0D21iXjyIo6paamkpCQAMCkSZOqbddoNNx7770ArF27tsZjDB48uNq6i2+2qGv76dOnazymi4sLw4cPr7bey8uLgQMHAtQ4Dubp06f53//+xzPPPMP999/P5MmTmTx5MgcPHgTg6NGjNZ6vX79+ODs717itNp06dQLgkUceYfny5RQXF9eatry8nE2bNgHUOg7llClTgNrLediwYTWub968OQCnTp2qV76vxXt+Pel0OvN7fDEfHx9cXV0pKSkhOzvbvH7ZsmUAjBkzBp2u+v2tWq2WHj16AKYxcC/H5dbDyuc1lSv8+R4fP37cXPcjIyNxdHTk119/5fXXXycpKemy8ngt7Ny5k/z8fNzc3GqsZ3Z2dowfPx64vPppY2NDaGgoUP/6uWHDBoxGI23btiUqKqradj8/P2JjY+vMy/XUoUMHfH19q62v7e+wsn6OGzeuxuP5+fkRERHBmTNnOH78+GXlpbbPrSstw99//x0w1VMrK6vLysvu3bvp0qULBw8e5M033+Tjjz+udoy1a9dSVFREt27d8PPzq/E4lUPzXe7fqrh5yagFtwBPT08AMjMzL3vfyg9dd3d3nJycakwTFhZWJe1f1XQX9MXjNta03dHREaDW4K9ykO2ahISEAKaA7GKvvvoqr7/+OmVlZTXuB5CXl1fr+S7Xs88+y8aNG1m1ahUDBw5Er9fTpk0bevTowfjx4+nYsaM5bXZ2tvlaK/P/V1dSzoD5fasrkL7YtXjPrydfX99ahzpzcnLi3LlzVa41MTERgL///e/8/e9/r/PYlzsZyOXWw8ryqu09dnFxwc3NjbNnz5KamkqTJk1wdHRkzpw53Hvvvbz88su8/PLL+Pr60qVLFwYOHMidd95Zr3FQr8al8g0NXz+vJi/X0+VeZ2X9/OtwiDU5c+YMTZs2rXdeavvcutIyTE5OBriiUVrGjRtHeXk5//rXv3j++edrTFNZFqtXr67176qSTNwjKkkgewto3749X3/9Nbt376aiouKy/5O+Wlpt3Q3/l9p+pdRFA2P/+OOPzJgxAwcHBz744AP69OlDkyZNMBgMaDQaXnrpJWbOnFnrYNoGg+Gyz29nZ8fKlSvZsWMHv//+O5s3b2bz5s3s3LmTd955h0cffZTZs2df8fX91fUqxxvN5V6n0WgEoHv37uYv59q0bNnyivNVm9rq1OUYM2YM/fr1Y8mSJfzxxx9s2rSJxYsXs3jxYv7xj3+wcuVKWrdufQ1ye/1I/axZZf28/fbbsbe3rzNt5QQO9XUln1vXy6RJk/j888959913GThwIO3bt6+WprIswsPD6datW53HkyEPRSUJZG8BQ4cO5emnnyYnJ4clS5YwatSoeu9b+fNOdnY2eXl5NbbQVf4XXdtPQddDXdMdVm7z9/c3r1uwYAEAr7/+Og8++GC1fS73J7vL0bFjR3Pra3l5OT/99BMTJ07kww8/5Pbbb6d37964u7tjY2NDSUkJiYmJNf7c11DlfKO+51cqICAAgBEjRjB9+vRreuzLrYd+fn4cOXLEXH5/lZuby9mzZ81pL+bs7Mw999zDPffcA8DJkyd5/PHH+fnnn5k6dSrr16+/iiupW2Ve6urW0ND1s7YybMi8XAsBAQEcP36c559/ng4dOjTIOa+0DAMDAzl8+DBHjhyhX79+l3XOl19+mRYtWvDMM8/Qp08fli1bRvfu3aukqfxbbdas2TWZ1lrcGm6Nf5FvcWFhYUyYMAGAZ555xvxFWZvMzExzX1F/f39zK1ZNHyxKKfP63r17X7tMX0JOTg6//PJLtfVnzpwx9+O6eJrTymsOCgqqtk9mZiYrV668Phn9C51Ox+23327ufxYXF2deX/mhXtsH+BdffAFc/3JurPfc2toaMAX719KgQYMA06xO16J19GKXWw8rn8+dO7fG41W+xxEREZcMwgICAnj11VeBP+vRpVxpGXfo0AEHBwfOnj3LkiVLqm0vKipi/vz5wPWvnz169ECr1RIXF8fevXurbU9LSzOX/bXMS2V3lutVPyv/2W4IV1qGlf2+v/jiCyoqKi77vE8//TSffvop+fn5xMbGVvvc7du3L9bW1qxbt+6yu8Jdr/dH3PgkkL1F/Pe//yU8PJykpCS6d+/Oxo0bq6UpLS3liy++oG3bthw+fNi8vrIV67XXXqvyoaeU4l//+hdxcXG4uLg0+JSPzzzzTJX+hyUlJTz22GMUFBTQqVOnKj9NVd5o8emnn1JaWmpen5uby6RJk8jNzb3m+fvwww9rvHksPT2dnTt3AlUD62eeeQaAjz76iNWrV1fZ58svv2TJkiXo9XqefPLJa57Xv2qM97yy5bLyxrtrZcSIEXTs2JHt27dz77331ti37ty5c3z88cdX9CV4OfXwgQcewMnJid27d/PGG29UCaz37NnDv/71L8DUv/ri9d9//z1FRUXVzl0ZRNf0D1pNrrSMbW1teeyxxwDT9Vb2lQQoKyvjySefJD09nZCQEG6//fbLOvblCgwMZOzYsSileOihh6rc2FdQUMCDDz5IcXExXbt2pWvXrtfsvNerfj777LO4uLjwzjvvMGvWrCqfT5WSkpL45ptvrtk5r7QM77//fvz9/dmzZw8PPPAABQUFVY6bl5fHqlWr6jz3Aw88wDfffENpaSnDhg3jp59+Mm/z9vbm8ccfp6CggGHDhrF///5q+5eUlLBkyRKOHDlSZf31en+EBWik0RJEI8jIyFC9evUyD1MSEhKiRowYoSZMmKD69OljHl7HyclJbdu2zbyf0Wg0j0Wr0+lU37591YQJE1SzZs0UmAao/utsLkrVPaOLUnUPl1LbkFYXD0TfuXNnZWdnp4YOHaruuOMO1aRJEwUoLy8vdeTIkSr7JSYmKhcXFwUoPz8/NWbMGDV8+HDl7OxsnomJGoYlqs9wRbXltXIA75CQEDVs2DB11113qQEDBiiDwWAehuevw0FdPCFC9+7d1Z133qnatWun4NITItQ2pNCVDIl1pe/51Qy/tXTpUgUoa2trNXToUHXfffepKVOmmIf/qWsGtUq11blTp06Zx/G0t7dXXbt2VePHj1ejR49W0dHR5skIioqK6pXXK62HSin1yy+/mIc2ioyMVBMmTFB9+/ZVOp1OAeree++tkn7x4sXmMu/WrZsaP368uv32283vhbW1dbUJSWqrE+np6cre3l4Bqlu3bmry5MlqypQpVWaZq2tChMoh4gwGg3kg/MDAQAUod3d3tXPnzmrXW9ffeV3nq0tWVpb578vZ2VmNHDlS3X777crT09P8N1fT587VDL81ffp0Baaxle+44w41ZcoUNWXKFPMYrBfP7FWTuurv+vXrzRMReHl5qT59+qi77rpLDR061DwUXufOneud1/r8HV5pGe7evVv5+PgowDxL47hx41TXrl3rPSGCUkr9/PPPysbGRul0OvXNN9+Y15eVlak777xTAUqr1aq2bduqMWPGqHHjxqlu3bqZ6+9f6/yl3h9x85JA9hb022+/qYkTJ6rw8HDl4OCg9Hq98vHxUf3791fvvfeeys7OrnG/efPmqV69eikXFxel1+tVQECAmjx5co1f1kpd30C2Z8+eKj8/Xz377LMqJCTEPA3k5MmTax2PMikpSd11110qMDBQ2djYqKCgIPXwww+r9PT0Wj/4ryaQXbp0qXrkkUdU27Ztlaenp7K2tlb+/v6qV69eau7cubXO1PPbb7+pwYMHK3d3d6XT6ZSPj48aO3ZslX8uLnY9AtlKl/ueX825lDLNwFQ57Wxl/ahpitra1FXniouL1ccff6x69+5tLlsvLy8VHR2tHnvsMbV8+fJ65/Nq6qFSpkkMJk2apPz9/ZVer1cuLi6qd+/eav78+dXSpqWlqTfffFMNHjxYhYSEmKfkbdGihXrsscdqfC/qqhMbNmxQ/fr1U66urkqr1VYLvi41Re2HH36ounTpohwdHZW1tbUKCwur9xS1NbnS4LJyetXo6GhlZ2enbG1tVfPmzdVLL71U6/SqVxPIFhUVqeeee06Fh4cra2tr83XVNEVtTS5VfzMyMtTf//531a5dO3PZ+vv7q65du6pXXnml2hSudanv3+GVlKFSSp05c0a9/PLLqnXr1sre3l4ZDAYVGhqqxo0bp37//fcqaev6m1y1apWyt7dXWq1WffLJJ1W2/frrr2r06NHKz8/P/DdSOWvhvHnzVEFBQZX0l3p/xM1Lo9Q17jQmxHW0bt06evfuTc+ePWscJ1aIhiD1UAghbgzSR1YIIYQQQlgkCWSFEEIIIYRFkkBWCCGEEEJYJOkjK4QQQgghLJK0yAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIi6Rr7AzcjIxGI6dPn8bR0RGNRtPY2RFCCCGEsBhKKc6fP0+TJk3Qautuc5VA9jo4ffo0AQEBjZ0NIYQQQgiLdfLkSfz9/etMI4HsdeDo6AiY3gAnJ6freq6ysjJWrFjBgAED0Ov11/VclkjKp3ZSNnWT8qmdlE3dpHxqJ2VTNykfk7y8PAICAszxVF0kkL0OKrsTODk5NUgga2dnh5OT0y1d6Wsj5VM7KZu6SfnUTsqmblI+tZOyqZuUT1X16Z4pN3sJIYQQQgiLJIGsEEIIIYSwSBLICiGEEEIIiySBrBBCCCGEsEgSyAohhBBCCIskgawQQgghhLBIEsgKIYQQQgiLJOPIiuuuqLyIrMIszpacpai8CKMygjJts9HZ4KB3wF5vj73eHge9A3orGTtPCCGEEJcmgay45s4UnmFd6jo2n9rM0XNHOXn+5GXt76h3xM3ghputaXG3dcfN4IaPnQ++9r74OPjgY+eDnd7uOl2BEEIIISyBxQSyH330ER999BEnTpwAoGXLlvzjH/9g0KBBABQXF/PMM88wf/58SkpKiI2N5cMPP8Tb29t8jJSUFB555BHWrl2Lg4MDkyZNYubMmeh0fxbDunXrePrppzl48CABAQG8/PLLTJ48uSEv1WIl5iby8d6PWX5iuanV9SIGnQFXG1fs9HZoNVo0mGbrKKkoIb8sn4KyAorKiwA4X3ae82XnSc5LrvN8LjYu+Nr74m3vjb+DP8FOwQQ5BxHkGIS3vTdajfScEUIIIW5mFhPI+vv78+abbxIREYFSirlz5zJixAj27NlDy5YtmTZtGsuWLeOHH37A2dmZqVOnMnr0aDZt2gRARUUFQ4YMwcfHh82bN5OWlsbEiRPR6/W88cYbACQlJTFkyBAefvhhvv32W1avXs3999+Pr68vsbGxjXn5NzSlFN8e/pZ3dr1DmbEMgNYerekV0IsozygiXCJwN7hf8jjlxnIKygo4W3yW7KJszhafNS9ZRVmkF6STVpBGWkEaBWUF5JTkkFOSw+Gzh6sdy8bKhkCnQAIdAikrKkMlKZp7NCfUOVS6LgghhBA3CYsJZIcNG1bl9euvv85HH33E1q1b8ff35/PPP2fevHn06dMHgDlz5tC8eXO2bt1Kly5dWLFiBYcOHWLVqlV4e3sTHR3Na6+9xvPPP8+MGTOwtrbm448/JiQkhFmzZgHQvHlzNm7cyLvvviuBbB0+2vsRH+39CIDuft15st2TRLpFXvZxdFodzjbOONs4E+IcUmfa86XnSStII70gndP5p0k9n0pyXjIn8k6Qej6VkooSjp87zvFzxwHYsGWD6RwaHSEuITR1bVpl8TR41mtOZyGEEELcOCwmkL1YRUUFP/zwAwUFBcTExLBr1y7Kysro16+fOU1kZCSBgYFs2bKFLl26sGXLFlq3bl2lq0FsbCyPPPIIBw8epG3btmzZsqXKMSrTPPXUU3Xmp6SkhJKSEvPrvLw8AMrKyigrK7sGV1y7yuNf7/PUZtPpTeYg9snoJ5nYfCIajea658dWY0uIQwghDiHgXXVbubGctII0Us6nkJiTyKZDmyhzKuN47nHyy/LNAe4ylpn3cbFxoYVbC1q5t6K1R2taubfC2cb5ul5DY2vsunOjk/KpnZRN3aR8aidlUzcpH5PLuX6LCmT3799PTEwMxcXFODg4sHjxYlq0aEFcXBzW1ta4uLhUSe/t7U16ejoA6enpVYLYyu2V2+pKk5eXR1FREQaDocZ8zZw5k1dffbXa+hUrVmBn1zA3JK1cubJBznMxozLywfkPAIixjsHzhCe/nfitwfNRF3fcGW43HMpB2SlyVS7pFemkV6STUZFBekU6WcYsckpy2Jy2mc1pm837emg98LfyJ0AXgL+VPz5WPlhprBrxaq6Pxqg7lkTKp3ZSNnWT8qmdlE3dbvXyKSwsrHdaiwpkmzVrRlxcHLm5uSxcuJBJkyaxfv36xs4WL774Ik8//bT5dV5eHgEBAQwYMAAnJ6freu6ysjJWrlxJ//790esbtu/nzoydZK7OxEHvwJvD38TR2rFBz18f9Smf4vJiEnIT2J+1nwPZB9iftZ+T+SfJMmaRZcwiriwOMPW7be7WnDYebWjj2YY2Hm1wtXVtwKu5thqz7lgCKZ/aSdnUTcqndlI2dZPyMan8Zbs+LCqQtba2Jjw8HID27duzY8cO3n//fcaNG0dpaSk5OTlVWmUzMjLw8fEBwMfHh+3bt1c5XkZGhnlb5WPluovTODk51doaC2BjY4ONjU219Xq9vsEqYkOeq9LGtI0A9Ansg5u9W4Oe+3LVVT56vZ5oQzTRPtHmdeeKz7E/az/7s/az78w+9mft53zpeeLOxBF3Jg4u3F8W5BREtGc0bb3aEu0VTYhziMWNltAYdceSSPnUTsqmblI+tZOyqdutXj6Xc+0WFcj+ldFopKSkhPbt26PX61m9ejVjxowB4OjRo6SkpBATEwNATEwMr7/+OpmZmXh5eQGmpnsnJydatGhhTvPrr79WOcfKlSvNxxBVbTplGhGih3+PRs7Jtedq60oP/x7mazMqI8l5ycRlxrH3zF7iMuNIyE0gOS+Z5Lxkfk74GQAnayfaeLahvXd72nu3p6V7SxklQQghhLhOLCaQffHFFxk0aBCBgYGcP3+eefPmsW7dOpYvX46zszNTpkzh6aefxs3NDScnJx5//HFiYmLo0qULAAMGDKBFixbcc889/Pvf/yY9PZ2XX36Zxx57zNya+vDDD/PBBx/w3HPPcd9997FmzRoWLFjAsmXL6sraLels8VkSchMA6OTTqZFzc/1pNVpCnEMIcQ5hVMQoAHJLcs1B7Z7MPRzIOkBeaR5/nPqDP079AYCtlS1RnlG0825He+/2RHlEyUQOQgghxDViMYFsZmYmEydOJC0tDWdnZ6Kioli+fDn9+/cH4N1330Wr1TJmzJgqEyJUsrKyYunSpTzyyCPExMRgb2/PpEmT+Oc//2lOExISwrJly5g2bRrvv/8+/v7+fPbZZzL0Vg12ZewCINwl3KL7iV4NZxvnKq22ZcYyjp49yu6M3ezO3M2ujF3klOSwPX0729NN3Vp0Gh0t3FvQ3rs97bzb0dar7U0/OoIQQghxvVhMIPv555/Xud3W1pbZs2cze/bsWtMEBQVV6zrwV7169WLPnj1XlMdbSWUg2967fSPn5Mah1+pp5dGKVh6tmNhyIkopEnMT2ZWxi10Zu9iduZv0gnT2Ze1jX9Y+5hycgwYNzd2b09mnM518O9HOq5202AohhBD1ZDGBrLix7EzfCUAHnw6NnJMbl0ajIcwljDCXMO5odgcAp/NPmwPbXRm7OJF3gkPZhziUfYg5B+eg0+ho7dmaTj6d6OzbmSjPKGysqt9IKIQQQggJZMUVyC3J5di5YwB08JZA9nI0cWhCE4cmDAszzVSXWZhp6nqQZup+cCr/FHsy97Ancw+f7PsEGysbor2izS22Ld1botPKn60QQggBEsiKK7A7YzcKRbBTMB4Gj8bOjkXzsvNiaOhQhoYOBSD1fCo70newLX0b29K2kVWUxbY003P2gL3envbe7c0ttk1dm1rccF9CCCHEtSKBrLhs0j/2+vF39Mff0Z9REaNQSpGUl2Rurd2evp3cklw2pG5gQ+oGwHTDWSefTnT26UzXJl0JcApo5CsQQgghGo4EsuKy7cyQ/rENQaPREOocSqhzKOMjx2NURo6dO8a2tG1sT9/OzvSd5JbksjJ5JSuTTdMZBjgG0LVJV7o26Uonn044WDs08lUIIYQQ148EsuKy5Jfmc/isaVor6R/bsLQaLZFukUS6RTKp5STKjGUcyj7EtrRtbDm9hbjMOE6eP8n3R7/n+6PfY6Wxoo1nG2KaxNCtSTdauLfASmvV2JchhBBCXDMSyIrLsidzD0ZlxN/BHx97n8bOzi1Nr9XTxrMNbTzb8GDUgxSUFbAjfQebT29my+ktnMg7we5M05i2s+Nm42rjSle/rtzmdxtdm3TFwUpaa4UQQlg2CWTFZansViD9Y2889np7egX0oldAL8B049iWtC1sOb2Frae3cq7kHMsSl7EscRkaNLRyb4VnsSfB2cG09m4tN40JIYSwOBLIistSeaOX9I+98fk7+jPWcSxjm46lzFjGvjP7+CPVNH3usXPH2J+9H4A1y9fgZutGtybduM3/Nrr5dcPJ2qmRcy+EEEJcmgSyot4Kywo5mHUQkP6xlkav1dPeuz3tvdvzVPunSC9IZ0PKBhbtWUSySuZs8Vl+SfyFXxJ/QafR0c67HT39e9IzoCdBTkGNnX0hhBCiRhLIinrbe2Yv5aocH3sf/Bz8Gjs74ir42PswKnwUNsds6B/bnwPnDvDHqT/YkLqBxNxE83Bfb+98m2CnYHoF9KKnf0+ivaJlQgYhhBA3DPlGEvV2cf9YjUbTyLkR14reSk8n30508u3EMx2e4WTeSdanrmdd6jp2pZum0f3y4Jd8efBLnKyd6O7Xnd4Bvenu112G9xJCCNGoJJAV9WbuHyvdCm5qAU4B3N3ibu5ucTfnS8+z+fRm1p9czx+n/iCnJIdfk37l16Rf0Wv1dPbtTJ/APvQO6C2zvAkhhGhwEsiKeimpKGH/GdPNQRLI3jocrR2JDY4lNjiWCmMF+7L2sfbkWtamrOVE3gk2ntrIxlMbeW3La0R5RtEnsA99AvoQ7Bzc2FkXQghxC5BAVtTL/jP7KTWW4mHwkJt/blFWWivaerWlrVdbnm7/NIm5iaxJWcPalLXsy9rH3jN72XtmL+/uepdQ51D6BPahX2A/Wri3kK4oQgghrgsJZEW9xJ2JA6CtV1sJSgSAafrc1qHc3/p+MgszWZuyljUn17A9bTuJuYkk7k/ks/2f0cS+Cf2D+tMvqB9RnlEyXq0QQohrRgJZUS+7M3YD0M6rXSPnRNyIvOy8GBc5jnGR48grzWNj6kZWp6zmj1N/cLrgNHMPzWXuobl42XnRP6g//YP6E+0ZLVPmCiGEuCoSyIpLMipjlRZZIeriZO3E4NDBDA4dTFF5EZtPbWZF8grWp64nszCTbw9/y7eHv8Xd1p1+Qf3oH9Sf9t7tZVgvIYQQl02+OcQlJeQkcL70PAadgWZuzRo7O8KCGHQG+gb1pW9QX0oqSth6eisrklew9uRasouz+f7o93x/9HtcbVzpE9iHgSED6ejdUVpqhRBC1IsEsuKS9mTuASDKI0pazcQVs7GyoWeAabawsooytqdvZ2XySlanrOZcyTkWHV/EouOLcLd1p39QfwaFDCLaK1r61AohhKiVRCXikioD2bbe0q1AXBt6Kz3d/LrRza8bL3d5mZ0ZO1lxYgUrk1eSXZzN/KPzmX90Pt523sQGxzIoZBAt3VvKjYZCCCGqkEBWXJI5kJX+seI60Gl1dPHtQhffLrzY+UW2pW3jt6TfWJOyhozCDL469BVfHfoKfwd/BoYMZGDwQJq6NpWgVgghhASyom4ZBRmcyj+FVqOljWebxs6OuMnptXq6+3Wnu193SipK2HRqE78n/c661HWk5qfy2f7P+Gz/Z4Q6hzIoZBBDQocQ4BjQ2NkWQgjRSCSQFXXac8bUGtvMtRn2evtGzo24ldhY2ZhmCgvsQ2FZIRtObeD3pN/5I/UPEnMTmR03m9lxs2nj2YahoUOJDY7F1da1sbMthBCiAUkgK+oUlxkHQLRXdKPmQ9za7PR2DAw2dSvIL81ndcpqliUuY1v6NvOMYm9tf4tuft0YEjqEXgG9MOgMjZ1tIYQQ15kEsqJOMhGCuNE4WDswInwEI8JHcKbwDL8l/caypGUcyj7E+tT1rE9dj53Ojn5B/RgSOoTOPp1lOC8hhLhJSSAralVQVsDRc0cBaZEVNyZPO08mtpzIxJYTScxNZFniMpYlLuNU/imWJCxhScISPAweDAoZxIiwETIOshBC3GQkkBW12ndmH0ZlpIl9E3zsfRo7O0LUKdQ5lMfbPs7U6KnsPbOXpYlLWX5iOVlFWXx96Gu+PvQ1kW6RDA8bzuCQwbgb3Bs7y0IIIa6SBLKiVjJ+rLBEGo2GaK9oor2ieb7j82w8tZFfEn9h3cl1HDl7hCNnj/DOznfo7t+dEWEj6OnfE72VvrGzLYQQ4gpIICtqZQ5kPSWQFZZJb6Wnd2Bvegf2Jrckl9+SfuPn+J85kH2AdSfXse7kOpxtnBkcMpgRYSNo4d5CxqcVQggLIoGsqFG5sZy9Z/YC0iIrbg7ONs6MjxzP+MjxJOQksCRhCUsTlpJZlMl3R77juyPfEeYcxojwEQwLG4azzrmxsyyEEOISJJAVNTp27hhF5UU46h0Jdwm/7P3LS0vJzcygKC+XooLzVJSWmjZoNGg0GqxtDVgb7LCxs8Pazh47J2d01tbX+CqEqFmYSxjT2k/jibZPsDVtKz8n/MyalDUk5Cbwzq53+L/d/8dtfrfhX+ZPrDEWPdL1QAghbkQSyIoaVY4fG+UVhVajvWR6Y0UFibt3kLh7O6mHD5KTnoZSxss6p63OiL2+DHurEhx0pdjrSnHQleCkL8bFugRng0JvbQ06G9NideHR2h5sncHGCWydqjxq9PZ45R5Dc8obnLzA4GZKKz8fC8BKa0U3v2508+vG+dLzLD+xnMXxi9l3Zh9rU9cCsGLJCkaGj2RUxCj8HPwaOcdCCCEuJoGsqNG+rH0Al5yWVinFkU3r+WPeXM5nn6myzdpgh72LC7YOjugpR+VnQmE2xtIiyoxWlBitKDXqKKmwwoiW4nItxeU2ZGNT6/nsrUpxti7CxboYZ30RbtZncbcpwNW6CJ1WVUuvA2IAEmf9uVKrMwW0dm5g5256NFQ+d79o/YXn9p5g7SDB703O0dqR25vezu1Nbyf+XDwLjy5k8bHFZBRm8Mm+T/h036d08e3C6Kaj6RPQB2sr+QVBCCEamwSyokZ7M039Y9t41B7IKqVYO/dT9vz2CwAGJ2ciu/UguE07vILDsHdxRXNqF6x+FZI2gAumBcCjKXi1ALcQlEsQJVpH8ku1FBQZKSgqJz8vn4K8PPJzcsjNyibnzBlKCgspqLCmoMia00VV+y9qNODibIebiw0eTla42xnxsCvFVXee/KyTOFsb0RSehbICMJZDQaZpqS+dLdh7gYOn6dHeAxy8Llp3Yb2DF9i6gPbSrdjixhXuGs4z7Z8hIj0Cm1Y2/Jz4M1vTtrIlbQtb0rbgYuPCsLBhjIkYQ5hLWGNnVwghblkSyIpqsouySc1PRYOG1p6ta023b9Vv5iA25vYJdBox9s9+ruWl8PsLsO0TQJlaQZsNgpajILS3qaXzAg1ge2HxqCNfxfn55GSkkZuZTk56GjkZaZw9lUp2agolhQWcyynkXE4hCRftY6W3QefUgabR7fCJisA7IAAPDwesSnOhMBsKz1Z9LKp8nQ2F56AwC8oKobwYclNMy6VodWDn8WfQ63Ah8LX3AgdvcPQBpyamRxvHSx9PNBqdRkdsUCxDw4eSej6VxfGL+en4T2QWZZrHpm3j2YYxEWOIDY7FTm/X2FkWQohbigSyopp9Z0zdCkKdQ3G0rjnQMlZUsPmHeQD0vPs+Ogwb/efGsmL4bhwkrjO9jhoPfV4Gl4CrypetgwM+DhH4hEVUWa+UoiDnHNmpKWSnnuTsqRSyTqZwJjmR0qIiKrIz2b/6d/av/h0ArZUOz6BgfCOa0SQiEt+IGJy9fWofdqm0APIzoeCMaal8XtO64hxTi29+umm5FGvHC4GtLzhetPz1tZX8qTY2f0d/Hm/7OI+0eYTNpzez6Ngi1qeuZ++Zvew9s5e3drzFoJBBjIkYQ0v3ljKMlxBCNAD5dhTVmPvHetXerSB53x4Kc3MwODnTdtDwqht/ecIUxFo7wJjPodnA65hb0wD4Dq5uOLi6EdQ62rxeGY1knTrJ8sWL8Hd15syJRDKTEiguyCcjMZ6MxHjili8DwM7ZBd+IZviGN6NJ00h8wpqit7U1HcjaHtxCTMullJdeCG4zoSDrQoCbCfmVAW86nE+HvDQoPW9ass9D9vHaj6nVgbM/uASBaxC4Bpueu4WCR4S06jYwnVZHD/8e9PDvQVZRFj/H/8yPx38k5XwKC48tZOGxhTR1bcq4ZuMYGjpUWmmFEOI6kkBWVFPZIhvlEVVrmkN/mO7ojuzaAyvdRdXo6O+w73vQWMH4eRDa87rmtS4arRYXnyY4BoXRbfBg9Ho9SinyzmSQnnCc08eOkHbsCBlJCRTm5pCwcxsJO7eZ9/UIDKZJRCRNmjXHr1kLnDy9Lt3KprMGZz/Tcikl5+F8Bpw/fSG4vfBY+fp8mumxohTOnTAtSTUcx7GJKaD1bGbqe+wRYXp09JUb1K4zD4MHU1pP4b5W97EzYyeLji9i5YmVHDt3jNe2vsa7u95leNhwxkWOI9Q5tLGzK4QQNx2LCWRnzpzJjz/+yJEjRzAYDHTt2pW33nqLZs2amdMUFxfzzDPPMH/+fEpKSoiNjeXDDz/E29vbnCYlJYVHHnmEtWvX4uDgwKRJk5g5cya6i4KxdevW8fTTT3Pw4EECAgJ4+eWXmTx5ckNebqMpN5azP2s/UPuIBaVFhcTv2ApAi9t6V9246X3TY8yjjRrE1kaj0eDs5YOzlw/NYm4DTGPeZp5IMAW2x49y+vgR8rOzOHMikTMnEtm78lcAHNw98I9siV9kS/wiW+DhH4jmam7qsnE0LR51jNNrNJpacc+dgHPJpsecC4/ZCabW3vOnTUvS+qr72jqDTxT4tDY9+kaZAlyZjvWa02g0dPTpSEefjrzY6UV+jv+Z749+T8r5FOYdmce8I/Po7NuZCc0m0DOgJzqtxXz0CiHEDc1iPk3Xr1/PY489RseOHSkvL+ell15iwIABHDp0CHt7ewCmTZvGsmXL+OGHH3B2dmbq1KmMHj2aTZs2AVBRUcGQIUPw8fFh8+bNpKWlMXHiRPR6PW+88QYASUlJDBkyhIcffphvv/2W1atXc//99+Pr60tsbGyjXX9DSchJoKi8CAe9A6EuNbcgHd++hfLSElx9/fC+uL9q5mFI2Wxqje3yaAPl+OrprK1p0rQ5TZo2N687n51F2vEjnD52hFNHD5GZlEB+dhZHNq3nyCZTwGhr72Bqrb0Q3PqEhWOlu8ZBolZrujHMqQkEda2+vegcZB2HrGMXlgvPzyZBcS6c+MO0VLKyAa/m4BuF1qsVzoXFpj69MuD/NeNs48zElhO5u8XdbDm9hflH57MhdQPb0raxLW0bPvY+jG06ltERo/Ew1HV7oxBCiEuxmED2999/r/L6yy+/xMvLi127dtGjRw9yc3P5/PPPmTdvHn369AFgzpw5NG/enK1bt9KlSxdWrFjBoUOHWLVqFd7e3kRHR/Paa6/x/PPPM2PGDKytrfn4448JCQlh1izTuKPNmzdn48aNvPvuu7UGsiUlJZSUlJhf5+XlAVBWVkZZWdn1KA6zyuNfq/PsTt8NQCv3VlSUV1BBRbU0hzeuA6BZ1x6Ul5eb12t3fIEVYGw6kAqDJ1zna6+PKy0fWydnQtp3JqR9Z9P+xcWkJxzj9NHDnD56iLT4oxQX5F+YBGIHAFZ6a3zCImjSrAVNmjXHNyISa4Ph2l7QX+kcwKetablYRSmcOYomYz+a9P2mx4wDaErzIS0O0uKwAnoB6j8zMfq2Rfl3RDVpj/LvaBpO7BZ3Lf62Onl1opNXJ07nn2ZR/CIWJywmvSCd/+75Lx/t/Yj+Af25o+kdRHlEWdTNYdf6c+dmI+VTOymbukn5mFzO9WuUUtVHkbcA8fHxREREsH//flq1asWaNWvo27cv586dw8XFxZwuKCiIp556imnTpvGPf/yDJUuWEBcXZ96elJREaGgou3fvpm3btvTo0YN27drx3nvvmdPMmTOHp556itzc3BrzMmPGDF599dVq6+fNm4ednWXd6LGoYBF7yvbQy6YX/Qz9qm2vKCkm6cdvQCkCh47F2skFACtjCbEHnkRfUcjmsOmccaq9f+3NQBmNlJzLpigzjeIz6RSdycBYUlw1kUaDjYs7tl4+2Hk3weDti1bfiIPoKyP2pWdwKkzGpSgZl8IkXAsS0BuLqiUtsPbkrH045+zDOGcfTq4hEKWxmP97b1hlqowDZQfYVrKN1IpU83pfK186W3cmyjoKa41MtCCEuLUVFhZy5513kpubi5OTU51pLfKbyWg08tRTT9GtWzdatWoFQHp6OtbW1lWCWABvb2/S09PNaS7uL1u5vXJbXWny8vIoKirCUEML24svvsjTTz9tfp2Xl0dAQAADBgy45BtwtcrKyli5ciX9+/dHr7/6n4f/98v/oAxGdxlNd7/u1bYfWr+aJKVwDwhi5Pg7zes1e79Dt7cQ5RJEx3HPQT2mtW0I17p8aqOU4lzaKU4fPWRutc07k0nJuSxKzmWRe/QAGq0Wr5BwAlq0xr9la3wjItHb1D6L2fVWVlbGryuWM6BdMPqMOLSpO9Cc3gVnjmJfegb70jMEnNtiuj6dLapJW5R/F1RgF5R/p5t+tITrVXdGMAKAQ2cPseDYApYnLyetIo2fin5idflqhoUO446IOwh0Crxm57zWGurvylJJ+dROyqZuUj4mlb9s14dFBrKPPfYYBw4cYOPGjY2dFQBsbGywqSEg0ev1DVYRr8W5copzSD6fDEBbn7Y1Hi9+hymwaRbTver2PXMB0LSfjN668YKz2jTEe+EdFIJ3UAhtBwwBTP1sTx05yMlD+0k5sJec9DQyEo6RkXCMnb8swkqnw7dpJIEt2xDYqg0+4RHXvo/tpWi06HxboQtsCx3vNa0rzoVTu+DkDkg1LZriHDQpWyBlC2w27Yd3KwiMgaAYCOwKjt51nspSXa+608a7DW282/Bsx2f5Kf4nvj/6Pan5qcw7Oo95R+fRtUlXxjcbTw//Hlhpra75+a+FhvyMs0RSPrWTsqnbrV4+l3PtFhfITp06laVLl7Jhwwb8/f3N6318fCgtLSUnJ6dKq2xGRgY+Pj7mNNu3b69yvIyMDPO2ysfKdRencXJyqrE19mZSOX5ssFMwLrYu1bYX5Z8nZX8cAE27XNRam7YPTu0ErR7a3t0AObUMju4eRHbrSWQ30+gNeVmZnDxoCmpTDuwl/2w2qYcOkHroAJt/+Ba9jS1+zVsS2DKKwFZt8AwOQdsYAYytM4T1MS1gGjkhO94UxKZsNd3Qd+4EpO8zLds/MaVzCzUFtoExphvT3EJl+K96cLF1YXKryUxsOZGNpzYy/8h8Np7ayObTm9l8ejNN7Jswtpnp5jA3W7dLH1AIIW4hFhPIKqV4/PHHWbx4MevWrSMkpOrg9O3bt0ev17N69WrGjBkDwNGjR0lJSSEmJgaAmJgYXn/9dTIzM/Hy8gJg5cqVODk50aJFC3OaX3/9tcqxV65caT7Gzcw8fqxnzf1bE3ZsxVhRgUdgMO5+F83StWuO6bH5UNN0rKJGTh5etOzZl5Y9+6KUIif9NCkH9pFyYC8nD+6j6HweJ+J2cSJuFwA29vYEtGhNQMs2BLVug5tfQOPcEKTVgmdT09J+kmld3uk/A9vkLZBxAM4mmpa4b01p7L0gsIspqA2MMQ0DdoO2LN4ItBqteaKFk3knWXBsAYvjF3O64DTv736fj+I+IjY4lvGR42nt0dqibg4TQojrxWIC2ccee4x58+bx888/4+joaO7T6uzsjMFgwNnZmSlTpvD000/j5uaGk5MTjz/+ODExMXTp0gWAAQMG0KJFC+655x7+/e9/k56ezssvv8xjjz1m7hrw8MMP88EHH/Dcc89x3333sWbNGhYsWMCyZcsa7dobSmUgW9v4sce2mrpyNO3S7c+VJedh3wLT8w73Xdf83Uw0Gg2uvn64+vrRpv8g0yxkJ5NNge3BvaQeOkBJQQHxO7aax+y1c3YhqHU0wdHtCY5qi52zS+NdgFMTaDXGtAAU5cDJ7abW2pStpq4JBZlweIlpAbBxhuBuENLDtHg2NwXJopoApwCe6fAMj0U/xm9JvzH/6HwOZR/il8Rf+CXxF1q4t2BC5AQGhQzCxurG68ojhBANxWIC2Y8++giAXr16VVk/Z84c82QF7777LlqtljFjxlSZEKGSlZUVS5cu5ZFHHiEmJgZ7e3smTZrEP//5T3OakJAQli1bxrRp03j//ffx9/fns88+u+nHkDUqY50TIRTn55O8fy/wl24F+xdCaT64h0PwbQ2S15uRRqvFMygEz6AQ2g8ZgbGigoykeFIO7OPkwX2cOnKIwtwcDm9cZx7+zCskjOA27Qhp0x7fppFVZ1hraAYXaDrAtACUFcPp3ZB8IbA9uQ1KcuHor6YFwM4DQm67ENj2lK4INbDV2TIqYhQjw0eyP2s/84/M5/cTv3Mo+xB/3/R3Zu2cxZiIMYxrNg5fB9/Gzq4QQjQ4iwlk6zNKmK2tLbNnz2b27Nm1pgkKCqrWdeCvevXqxZ49ey47j5YsMSeR/LJ8DDoDYS5h1bbH79yKsaIcj4Cgqt0Kdn9lemw/WYKQa0hrZYVveDN8w5vReeRYysvKSDt2mBN7d3Ni7x4yTySQmWRatv/0A9YGA4Gt2hDcph3Bbdrh7OXTuBegtzV1KaicxMFYAWl7IWmDaUnZAoVZcHCxaQFw8vuztTb4NnAJqP34txiNRkOUZxRRnlFM7zidH4//yPdHvye9IJ3PD3zOnINz6BPQhwmRE+jo01G6HQghbhkWE8iK66uyNbale8sap8/8s1vBRa2xGQdNrW5aPbSZ0CD5vFXp9HoCWkYR0DKK2+6cTEHOOZL37bkQ2O6m6HxelW4Irr5+BEebgtqAFq3R29g27gVorcCvnWnp/hSUl5q6H1QGtqnbIe8U7P3OtICphfbiwFb6XwPgZuvG/a3vZ3LLyaw/uZ55R+axPX07q1JWsSplFeEu4UyInMDQ0KHY6S1rHGshhLhcEsgKAA5kHQCgtUfratuK8/NJ3hcH/CWQ3f216bHZILCXqTYbkr2LKy169KFFjz4oo5HME4kkxe3ixN7dnD52mHNppziXdoo9v/2ClV5PYKs2hLXvRGi7Tji63wDvlc7aNGxXUAz0eh5KC03dDyoD29O7/7x5bNeXpn28WpgC2rDeENz9ph/H9lJ0Wh19g/rSN6gvx88dZ/6R+fyS+AvxOfG8tvU13tv1HiMjRjKh2QQCnKR1Wwhxc5JAVgBwINsUyLb0aFltW2W3Anf/QNz9L3whlpfAvu9Nz9ve01DZFDXQaLV4h4bjHRpOl9HjKCksIOXAXk7E7ebEvt3knckkac9OkvbsBD7EKziM0PYdCYpqV68uOw3C2s4UoIb1Nr0uzjWNhlAZ2Gbsh8xDpmX7J6ZfAQI6X9inD/hG39I3jkW4RvD3mL/zZPsn+Tn+Z7478h0nz5/k60Nf882hb7jN/zYmRE6ga5OuaG+QyUqEEOJakEBWUFJRwrFzxwBo5dGq2vYauxUc/RWKzoJjEwjv2yD5FPVjY2dPRKeuRHTqilKK7JPJJOzaTsLu7aQdP2rqX3siga2L5mNlsGN12gnCO8YQ1LpN43dBqGTrDM0GmhaAgmw48QckroOENZCTDMkbTcua18Dg9mdQG9YXnG7NG5+crJ24p8U93NX8Ljae2sh3R75j46mNbEjdwIbUDQQ5BTG+2XiGhw/Hyfr6zjoohBANQQJZwdGzRyk3luNq40oT+yZVtpUUFpq7FTSLqaFbQfSdMjboDUyj0eARGIxHYDCdR91BYW4OiXt2krh7Oyf27qasqJCD61ZxcN0qdHprAlu3IbRdJ0Lbd8TR7QboglDJ3h1ajjQtYOpykLAGEtZC4nrTP1UHFpkWAO/WENEPwvtDQCewurVmyLl4TNrkvGTmH5nPT/E/kZyXzFs73uL/9vwfQ0KHMK7ZOCLdIhs7u0IIccUkkBXm/rEtPVpWu9s5ac8OjBXluDbxx93/wtzvuammIAKg7V0NmVVxleycXWjVqx+tevWjqLCQn76ag4dOw4m4neSdySRx9w4Sd++Az0zDe4W170RY+854hYTdWHfCu4Walo73Q0UZpO68ENiuhlO7TV0RMvbDxndN49eG9TIFteH9brnW2iCnIJ7v9DyPt32cXxJ+Yf7R+cTnxLPw2EIWHltItGc04yLHMSBoANZW1o2dXSGEuCwSyAoOZh8Ear7Rq/Iu+PCOXf5cGTcPUKYbb9xCGyKL4jrQ6fXY+frTa/BgdFMeIetkMom7tpOwaxtp8cfMw3ttWfgdDq5uhLbrRFjHzgS2ikZ3I80BbqX/88axPn+DgixTUHt8JcSvMrXWHvrZtMCF1tr+0HQg+He4ZX5RsNPbMS5yHHc0u4NdGbv4/uj3rEpeRdyZOOLOxPHv7f9mdMRoxjYbi5+DX2NnVwgh6kUCWWFukf1r/9jysjKS4nYCENHxwhS9RiPsudCtQG7yumloNBo8A4PxvNAFoSDnHEl7dpKwazvJ+/aQf+4s+1b/zr7Vv2NtMBDStiMRnboS0rY91raGxs5+VfYeEHWHaTFWwOk9F4LalX9prX0H7NwhYoApqA3rA7Y3f79RjUZDB58OdPDpQFZRFouOLeKHYz+QUZjB5wc+54sDX9DDvwfjmo2jm183uTlMCHFDk0D2FldQVkBSbhJgGkP2YikH4igtKsLB1Q2fsAjTyhN/QE4K2DhB82ENnV3RQOxdXGnVuz+tevenvLSUk4f2k7BzG/E7t1Jw7ixHN2/g6OYNWOn1BLdpR3jHGMLad8LgeIMFglorU6urfwfo/aKptTZ+NRxfDsdXQWH2n2PXavWmKXSbDjLdZHYLtEp6GDx4qM1DTGk9hfWp6/n+yPdsSdvC+tT1rE9dj5+DH2MixjAqYhQehhuoz7QQQlwggewt7lD2IRQKX3tf3A3uVbZVdisI69AFTeXQRpWtsa1vNw2ZVE/KqMjNKiLrZD7n0gvIP1dCQW4JRXmllJUaKS+toLzMiLHcCBrQajVotBrzo06vRW9jVX2x1WFjp8PGTo+tvQ4bez22dnps7HXY2uvR6G6Q4aUsmM7ampDo9oREt6fvfQ+TFn+M49s3E799CzkZaSTs3EbCzm1otFoCWrQ2jZjQuSv2Lq6NnfXq7D2gzTjTUlFmmj732O+mJTveNCpC4jr4/Xl0Hs1obhWB5pQ3BHa6qYf30ml19A3sS9/AvpzIPcGCYwv4Kf4nTuWf4v/2/B8fxn1Ir4Be3N70dmKaxDR2doUQwkwC2Vtc5Yxef+1WYDRWkLBzGwDhnS58cRWdg0NLTM/r0a1AGRXJB7NJ2J1J8oFsis6XXbuM15cGNDoH5u/Yga29HoOjNQYHPbaO1hgc9RgcLjxeWG9wtEZvc2v0mbwSGq2WJk0jadI0kh533UvWyWSOb9tM/PbNnEk5QcqBvaQc2MuaOZ/g36IVzWK6E9GpK3bOLo2d9eqs9BBym2mJfR2y4v8MapM3o8k6SlOOwpdLwcHHNPFH5FBTep1NY+f+ugl2Dua5js/xeNvHWXFiBQuPLSTuTJx55jA/Bz9Gho3EwejQ2FkVQggJZG915hEL/tKtIO3YUQpzc7CxsyegxYUgd/9CqCgBr5bQpG2dx02MO8OWxQnkZBSa11nptLj72ePu54CDmy0OLjYYnEyBo06vRWetxUqnRSlTEGw0KvNjRZmRspKKP5fiyufllBSWU1xQTklhGcUFZZQUlFNcWEZZcQUoUGUa8rKKycsqrleZ6Ky11QLcmgJfOyfTYqW7eVvq6nJxv9quY+8kJz2N49s3c2zbJtLjj3Hy4D5OHtzH6s8/JqBla5p26U5E567YOTk3dtZr5hEOHlOh61QoyqH86HLS132BX+EBNPnpsGuOabF2NA3tFTnUdNOY7Q16PVfJoDMwInwEI8JHcPzccRYeW8gvCb9wKv8Us/fORouWHX/s4I5mdxDTJEb60gohGoUEsre4g1k1j1hwfMcWAELbdcRKd+EO9cpuBe3ugVqGYqqoMLJ+3lEOb0oDwNqgo1kXH0KjPfENd8bKquG+7CrKjRTkFbHitzV07tCV8mIjRfllFJ0vNT8Wny+j8HwpxfllFJ0vo6LcSHmpkfNnizl/tn6Br629HjtnU1Br72xT9bmTNXbOpud6W6sbawira8zFx5eOw8fQcfgYcjMzOLZ1I0e3bCQj8bi5pXb1Fx8R0DKKZjHdCe8Yc+MGtQYXVMvR7Eq2xXtAX/SntsKRZXDkV8hPh4OLTYtWb5out/kw0+Lg1dg5vy4iXCN4sfOLPNX+KVYmr2TBkQXszdrLmpNrWHNyjbkv7cjwkXjaeTZ2doUQtxAJZG9hZ4vPcrrgNBo0tHBvYV6vlCL+QiBr7laQvh/S9oKVNUSNq/WYGxcc5/CmNDQaaBsbRPuBQVjbNk41s9JpTV0FHIz4hDqhv8SQUUopyoorKMovpeh81YC36HxZ1fXnyyjKK8VoVBQXmFqCz54uqPP4Or3WHNSaAlwb7F2scXSzNS3uttg526DVWn6w6+zlbQ5qczLSObZ1I8e2biQjMZ6U/XGk7I9j1WcfEtiqDc1ibiO8Y5cb70axSjob0/iz4f1g8CzTKAhHlpoC26yjkLjWtCx7BoK6QosRpqDWqcmlj21hDDoDw8OGMyhwEHN+mUOWbxZLTyyttS+ttNIKIa43CWRvYZXdCoKdg3Gw/rO/W9bJZHIz0s13pAMQ953pselAsHOr8Xinj5/jwPpToIHYB1oR1s6yWqc0Gg3WBh3WBh3O9WhUUkZFcWEZhbmlFOSWUJhXSmGuaSnIKzE9zzNtKys23cx2qS4OWisNDq42OLqbglsnDwMu3namxcvOIvvvunj70GnE7XQacTs56Wkc3bqRY1s2knkigeR9e0jet4dVn80msHU0zbp0J7xTDLb2N2j/S60W/Nubln6vQNZxU1B7aAmc3g3Jm0zLb8+Bf8cLQe1wcA1q7Jxfc95W3tzb4V6mdZzGyuSVLDy2kD2Ze6r0pZVWWiHE9SaB7C3MPH6se9UbveK3m1pjg6LamsYIrSiH/QtMG6PvrPFYSim2LE4EoOVtfhYXxF4JjVZj6jPrYI27X92BV1lJBYUXgtuCCwFuYW4J+TklnM82dWPIP1eCsULVGezau9hcFNgacPO1x93fATsna4votuDi40vnkWPpPHIs59JPc2zLRo5u3ciZE4mciNvFibhdrPr8Q0LbdqR5916EtOt4Y02+8FceEdB9mmnJSYHDv5gmXji5DVJ3mJYVL4NvNLQYDs1HmPri3kQqW2mHhw3n+LnjLDq+iCUJS6SVVgjRICSQvYVdPDXtxSqH3TJPgpCwGgrOgJ2H6efVGiQfyCY9MRedXkvHwcHXLc+WSm9jhbOnHc6etQ9ZZjQqCnJKTP1zs01LblYROemF5GQWUpxfRkFOCQU5JZw6eq7KvgZHPe5+Dnj4O+Dub3p09bG/oW9Ec/VpQudRd9B51B2cPX2KY1v+4MjmDWSnpnB8+2aOb9+MjZ09Tbt0o3n3Xvg3b/XnMHA3IpdAiHnMtOSlXWip/dnUQpsWZ1pW/xO8W0HLUdBq9E03M16EawQvdHqBp9qZ+tL+cOwHaaUVQlxXEsjeopRS5qlpLx5663x2FpknEkCjIbR9J9PKvRe6FbQeaxqy6K/HMiq2/mxqjW3d2x97l5t3aKLrSavVmPvLUkOjXXFBGTkZpqA2J72QnIxCsk8XkJtZSNH5MlKPnCP1yLkqx3P1tcMryAnvECd8Qp1x9bW/IfvgujXxo8uY8XQePY4zyUkc3riOI5s3kJ+dxf41K9i/ZgUO7h5Edu1B8+698AwKubFboJ18odMDpiX/DBxdZgpqkzZAxgHTsuY10+gfLUebAluXgMbO9TVjq7NlWNgwhoUNI/5cPAuPL6zSSjs7bja9AnoxOmI0XZt0RaeVryIhxJWRT49bVGZhJmeLz2KlsaKZazPz+sTd2wFoEhFpuqO8KMd0pzZAm/E1Hit+dybZqflY21rRbsDN1xfwRmFrr8cn1Bmf0Kp3+peVVnD2dAHZqflknco3PabmU1pUTvapArJPFXB4s2kUCb2NFV7BTviEOOERaE9FyY0VDGo0GryCQ/EKDqXHnZNJPXyAwxvXcWzbJvKzs9j5y4/s/OVH3P0Dad69F82798LJ8wbvxuLgCe0nm5bCs6aW2gM/QtJ6041jp/fAyr+DfydoNQZajgRHn0bO9LUT7hpeYyvt6pTVrE5ZjZfBi+HhwxkVPopAp8DGzq4QwsJIIHuLOnL2CAAhziHY6mzN6xN37wBMw24BpiGGKkrAqwX4tql2nIoKI9uWmFpj2w4IxNbhBu7PeJPSW1vhHeyEd/Cfd/0rpcg/V8KZlPNknsgjPSmPzBN5lJVUcOrouYu6Jjgwf98OfEKdza22Hv4OaBtwmLTaaLRaAlpGEdAyij73PULSnh0c3riOxN07yE5NYeP8r9g4/yv8IlvQvHsvmnbpfuOOfFDJzg3aTTQt+Wfg8M9wYLGp+0HqdtPy+wsQ1A1ajYIWI02zkd0E/tpK+2P8jyxNWEpmUSaf7f+Mz/Z/RgfvDoyKGEX/oP4YdIbGzrIQwgJIIHuLOnT2EADN3Zqb15WVFJOyfy/ARd0K5pse24yvcezYo1vSyc0swuCoJ6rPzfPTqKXTaP7sphAabeqLaDQqzqUVkJ6YS0ZSHumJuZxLLzTfXHZsewYAOhsrfEKc8A1zxjfMBe9Qp0YbQq2STq83TX3bqSvFBfkc376ZIxvXkXJwP6eOHOLUkUOsmfMpoe060rJXP0Ki22Olu8E/3hw8oeP9piUvDQ79ZGqpTd0OyRtNy6/PQVgfiLoDmg0Gmxt0NIfLFO4aznMdn2Nau2msS13Hj8d/ZPPpzezM2MnOjJ28se0NBoUMYnT4aFp5tLqxu5EIIRrVDf5JL66Xw9mHAWju/mcgm3JgH+VlpTh6eOIREARnE+HkVtBoofUd1Y5RXlbBjmVJALQfGNzowY6om1arwd3PAXc/B1re5kdZWRlLf/6V6GYxZKUUkJ6YR0ZSLiWF5VX622o04BHgiE+Yszm4dXBtvH7QtvYOtO49gNa9B3D+bBZHN23g8Mb1ZJ5IIH7HFuJ3bMHg5EyL23rRsmc/PINCGi2v9ebkC10eMS05KXDwJziwyHSDWPxK06K3g8ghpr/FsN419le3NHorPf2D+tM/qD/pBeksSVjC4uOLSc1PZeGxhSw8tpBwl3BGhY9iaNhQ3GxrHvpPCHHrksjjFnX47IVA9qIW2cr+saHtOplaQCpbY0N7m75o/+LA+lPknyvBwdWGlj1uvsHfbwVaPfhHuhLS2tTPVBkVZ9MKSEvIJS0+h7SEXM5nF3Mm5TxnUs6zf20qAI7utviGm4Jav6YuuHjbNUqrmaObBx2GjabDsNFknUzm4PrVHNqwhsLcHHYt+5ldy37GKySMlj37Edmtx407k9jFXAKh2xOmJSveNPTdvgVwLgn2/2Ba7NxNN4lF3WEar/YmaLH0sffhwagHub/1/exM38ni+MWsTF5JfE48b+98m3d3vctt/rcxInwEPfx6oL8JAnkhxNWTQPYWdK74HOkF6QBEukUCpj6Vlf1jw9p1BKPxz9EK2kyodozS4nJ2/Z4MQMehIej0ljdQv6hOc1GrbasefgDknys2BbYXgtvs1Hzz8GDHtpm6IxicrPFr6oJfU9dGC2w9AoLoefd93DZhEif27ubgulUk7NpGZlICmUkJrP/6c8Lad6Jlr74Et7GArgdgGnO290vQ60U4tcsU0B5YBIVZsON/psU12DSiSOs7wLNpY+f4qmk1Wjr5dqKTbyde7Pwivyf9zo/Hf+Rg9kHWnlzL2pNrcbVxZXDoYIaHDae5W3PpeiDELcwCPsnFtVbZGhvoGGie0etMchL5Z7PR2dgQ0DIKUraYfuK0djT9nPkXB9afoji/DGdPA5Fdbp47rEV1Dq62RHSwJaKDNwClReWkJ10IbI/nkJ6YR1FeKfE7M4nfmQmA3YXAtkkjBLZaKytC23UktF1His7ncWTTeg6uX01GYrx5fFo7Zxea39abVj374hEY3CD5uioaDfh3MC2xb0DiOlNL7eGlcO4EbHjbtDRpZ5q0pNWYWmfgsyRO1k7c0ewO7mh2B/Hn4lmSsIRfEn8hqyiLbw9/y7eHvyXcJZyR4SMZEjoED8PNcWOcEKL+JJC9BdXUPzZxl6lbQVDraHTW1n+2xrYcAdZVB/EvLS5nz4oUADoOCb4h7nAXDcfaoCOwhTuBLdwBU1/pjKQ8Th3L4fSxc6Qn5lGYV8rxnZkcb+TA1uDoRNuBw2g7cBhnUk5wcP1qDv+x1tT1YOlidi1djHdoOC179iWyW88bf9QDACsdRPQzLaUFpuHx9i+A+NWmaXJP74bfX4SmsaagNmLATdGfNtw1nKc7PM0T7Z5gy+kt/JzwM2tT1hKfE89/dv6Hd3e9Sze/bgwPG06vgF7YWMl41kLcCiSQvQXV3D/2omG3yopMg7dDjd0K9q9LpbigDBdvOyI6el//DIsbmk5vdaFLgSsQUr/A1tna3A3Br6krzl6G6x7YegYG0+ueKX/perCdjMR4MhLjWf/NF0R06kpU31j8W7S+rnm5ZqztIWqsack/Y+o/u3cepO83jVd7ZKmpP23rsaa/Zd82Ft+fVqfVcZv/bdzmfxu5JbksP7GcnxN+Zt+ZfWxI3cCG1A04WTsxKGQQI8JGyKgHQtzkJJC9BVWOIVvZIluQc460hGMAhLTtAMdXQEkeOPlDYNcq+5YWl7Nnpak1tsNgaY0V1dUrsM0t5fiODI7vMPWxdXSzJaC5K/7N3QiIdLuu4xFb6XSEte9EWPtOFOblcmTTBg6sW8mZE4kc2bSeI5vW4+rbhBY9+1Fearxu+bjmHDwh5lHTkn7A9KvKvgVQkAnbPjYtXi1MAW3UHTfFpAvONs7mrgdJuUmmrgcJv5BRmMH3R7/n+6PfE+IcwoiwEQwNHYq3vfzjLcTNRgLZW0x+aT7JeaabtCpbZJPidoFSeIWE4ejmASt/MCVuPQb+Mrf9vrWplBSUS2usqLe6AttTR8+RnpjL+bPFHNqUxqFNaaABzwBHc2DrG+Z83W4mtHNypt2gYbQbNIyMxHj2rfqdw5vWcy7tNJvmfwVaLb+mJtCm/2CCWrVBo7WQf9x8WoHP69DvVUhYY2qlPfIrZB4yzSK26hUI72+amKFp7E3R9SDEOYQn2z3J1OipbEvfxpKEJaxOXk1SbhLv7X6P/9vzf3Tx7cLwsOH0CewjEy4IcZOQQPYWU9ka62Pvg6utK1B12C2Kc+HYClPi1mOr7FtaVE7cqov6xmrl5zpx+aoEtkNDKCup4PTxHE4ePsvJw2c5e7rAPNzX7uUpWOm1NIlwwT/SlYDmbnj4OaC5DnXPOzSc/g9OpefEKRzd/Ad7V/1ORsIx4rdvIX77Fpy9vGnVewCtevXDwc39mp//urDSQdMBpqXonGl82r3fwcltcHy5abH3gugJ0HaiaZQEC2eltaJrk650bdKV/M75rEhewc/xP7M7czebT29m8+nN2Ons6BvYl6GhQ+nk2wmdVr4KhbBU8td7i/lr/1hjRcWfs3m17WC6C7qiBDyagXerKvtWtsa6+tgR3qFhW2NLyivILSojr6iM/JIKSsoqKK0wUlJmpKTcSGlFhfl5uVGhlAKgvKKCw6c1nNqYhFZrhQbQWWnRW2nQabXorDTm53orLTY6LXbWVtjb6LCztsLBRoedjQ47vZUE7teJ3saKoFbuBLUyBYcFuSWkHjlnDmwLc0s5eegsJw+dZQsJGBz1BDR3I7ClO4Et3TA4WF/T/FjbGmjdZwCRt/Vm8bdf41pezNFN68nNzGDT91+z+YdvCW3Xiai+sQRHt0OrtZCh5wyu0OFe05IVD3u+hrh5pq4Hm943LYFdTa20Larf5GmJHKwdGB0xmtERozmZd5IliaauB6fyT/FL4i/8kvgL7rbuDAoZxNDQobRwbyH9aYWwMBLI3mL+2j827fhRSgoLsHVwxDssHL553pSw9dgqN4Vc3Brb4Rq3xuYWlnE04zxJWfmczikmLbeItNxiMvNKyCkqJbeojOKyq+mraAXJx686nwa9FfY2VthZ63C01eFip8fFYI2znR4Xg76G19a42OlxNuixlXF2683e2YZmnX1o1tkHpUwTNKQePsfJI2c5dSyHovNlHNueYZpSVwPewU4EtnQnqKU7XkGO17S11sbVnV6DB9Prnvs4tnUT+9cs59SRQyTs3ErCzq04uHvQqld/Wvfpj5OH1zU773XnEQ79X4U+L5v6xO/+yvSYstm0/PYctL4d2t4DTdpa/A1iAAFOATwW/RiPtnmUvWf2sjRxKctPLCe7OJtvDn/DN4e/IdgpmKGhQxkcOpgAR5lyWwhLIIHsLeZQ9iHgzxbZE/t2A6Zht7SF2ZC03pSw9Zgq++1be5KSwgutse2vrjU2JbuQP+LPsDXxLDtPnCUtt7he+2k04Gijw9FWj41ei43OCmudqRX1z8UKK60GjQY0mCZ6OH3qFP7+fmi1VigU5RWKcqORsgpFWYWR8spHo6KkvILC0goKSyooKC2noKQco6lxl6KyCorKKoDSy75mBxsdbvbWuNlb4+FgfeG5De721rhfeO1ub2N+LoGviUajwb2JA+5NHGjTN4CKciPpibmkHMwm+cBZsk/lk5GUR0ZSHjuWJmHroCewxbVvrdXb2NKyZ19a9uxLdmoK+9cs5+CGteRnZ7F10Xds+/F7Qtt3Ijp2iGX1pbXSm8aJjhwCeadNLbR7vjaNTbvzC9Pi3drUShs11tSqa+E0Gg3RXtFEe0XzfMfn2Xx6M0sTl7L25FpO5J3gg7gP+CDuA6I9oxkSOoTY4FhzNywhxI1HAtlbSHF5MUm5ScBFgWzcLgCC27SDg4tBGcGvPbiFmvcrKSonbtVJADoOCbmi1tii0goW7U5lwc6T7EvNrbbdz8VAmJcDfi4Gmjjb4utiwNvJxtTCaTC1ajra6i773GVlZfz660kGD26NXn/5N7QopSgpN1JYWkFBSTmFpRXkl5RzvriM3KIycgovLEWl5BaWca6wlJyiMnILy8gpKiOnsBSjgvyScvJLykk5W1iv89pbW+HuYHMhwK0Mdm3wdLTBy7Hqo4ON7pb5OdRKpzX3r40ZBfnnSkg5lE3KgWxOHj5LcX4trbWt3PEKvDatte7+gfSa+ADdJ0wmfvtm9q1ezsmD+8yttK6+frTpP5iWvfpia+9wDa66gTg1gR7TofvTkLzR1Ep7aAlk7IffnoUVL0OL4aZWWv8ujZ3ba0JvpadnQE96BvQkvzSf1SmrWZq4lO3p24k7E0fcmTje2v4W3fy6MTR0KD0DespNYkLcYCSQvYXE58RToSpws3XDy86Lwrxc0hPjAQhq0xZ+fMuU8C83ee1fl2pujQ1rf3k/n1YYFfO2p/DuymOcLTC1ZFppNbQPdCUmzJ0uoe608nPC0fbGvGtao9Fgq7fCVm+Fm/3lt+4ZjYrzxeVkF5RwtqCU7IJSsvNLOVtQQnZBqWldfumF56Y0ZRWKgtIKCs4W1ivwNeit8HSsOcj1crQ1v3azt0Z3kw2X5uBqQ4tuTWjRrQkVFUYyEnNJPnCW5IPZZKdWba21c7ImqLU7wa09CGjuht7m6lq9dXo9kd16EtmtJ9mpJ4lbsYxDG1ZzLu0U6776Hxu//4rm3XsRPWAIXsGhlz7gjUKrhZAepmXQWdi/0BTUZuw3jVO7/wd0LsE0NXSA8+3A7eb4Cd7B2oER4SMYET6CzMJMfkv6jWWJyzh89jDrU9ezPnU9djo7+gX1Y0joEDr7dMbKUvpHC3ETk0D2FnLsnGms2KauTdFoNKTsjwOl8AgMxpHzkLoDNFpoOcq8T1lJBXtXm1pjOwy+vL6xmeeLmfrtHrafOAuAv6uBe7uFMCK6CR4Ot8asO1qtBmc7Pc52ekI9L51eKUVecTlnLwS2WfmlF56XcuZ8CVn5JWSeLyHrvOkxv6ScorIKUuoR9Go04H6hVdfbyQZfJxvOZ2gw7ksj0MMRf1cDng42FntTm5WVliYRrjSJcCVmVBgFOSUkHzS11qYcPkthXimHN6VxeFOaqWW3mSshUe4EtfbA0c32qs7t7h9A3/se5rY7J3H4j7XELV9G1slk9q9ezv7Vy2nStDnRsUOI6NwN3RX8MtBo7Nyg84PQ6QFIizMFtPsXosk5QfOcE6gPfoLmw6Dj/RDU7aboSwvgZefFpJaTmNRyEok5iSxNXMqvSb9yKv8USxKWsCRhCZ4GTwYED2Bg8ECiPKPQam6ufxKFsBQSyN5Cjp49CkAz12bA/7N33uFxVFcffmebunbVe++S1WXLstx7A0yxMaYlkFACpJAEQgqB5EslhYSEkA4khhiDDe623LssyVbvvffVrnrd74+xhY2xsS3Jtuz7Ps99pJ2Z3blztdr97dlzfgcqs+T8WN/oOMj9SD7Ib/YFRun5R+vp6xrE1tGcwKuIxtbqe7j/ryep6+jF2kzFd5eE8GCi9y0XERxvJEkaTaXwc7T6wuN7BoZo6eyn5ayw/fT3vgu2tXb1M2KC1i7594KGc4+gZFt1zujjaZQK3HXmeNpZ4uNgib+TNf5OVgQ4WuNhZ4FyEolcK9150dqhEepLOqjMbqUypxVjax/VeW1U57XB+8U4elnjG+mIX7QjTt4215yqoTG3IHrRcqIWLqOuII/MPdspOXWc+uIC6osLsHz3H0TOX0zUwqWTqzhMkuSiL/dYWPx/DOVswrD/Dzh0l8gpSXmbwSkMpj4O0WvBzOZGz3jc8Nf58/W4r/Nc7HNktmSyrWwbu6t209LbwvqC9awvWI+rlSuLfWRRO8Vxyhc/qEAgGDeEkL2NGI3I2gdjMpmozD4DnBWyh5+SD5py3+jxw4MjnNkjN0+IW+JzxV28uvqH+NK/06jr6MXP0Yp/PpqAv9MkyhWcRFhqVPg4qPBxuLzoHR4x0d49MCpwGw19VLd1k5ZXCtYOo24RA8MjVLb1UNnWw9HSCx9Do1ScFbdWBDhZE+pmS7ibDb4OVjf9BxSlSoFXmD1eYfbMXBNEe0M3ldmtVOW00VhuoLWmi9aaLtJ3VGJtZ4ZftBPeU3SYrtEsQ5IkPMOn4Bk+hS59Ozn7dpO9dydd+nZSN3/AqY8/JCBhGjGLV+IdGT25cpw1Vpii1nK01pbl8d6oz7wtdxBrKYAd34G9r8hidupXwDnsix5t0iBJErHOscQ6x/K9ad/jWP0xdlfu5kDNARq7G3k3/13ezX8XD2sPFnotxGrIatQGUCAQTByTSsgePnyY1157jYyMDBoaGti8eTOrVq0a3W8ymfjxj3/M3//+dzo6OkhOTuYvf/kLQUFBo8e0t7fz3HPPsXXrVhQKBffeey9/+MMfsLb+VGhlZ2fzzDPPkJaWhpOTE8899xwvvPDC9bzUccdkMl2QWtBaXUm3vh2VmRkedpL8JqTUyF8TnqXwZAPdhgGsdGaETne74vO8+FE2pc1duNia8d5XE3HTiuKIG41SIY3m0Z5jcHCQHQPFLF8+FbVazdDwCI3GPmr1vdTqe6lo7aK8pZvylm4q2roZGBqhpLmLkuYuoGn0ccxUCkJcbQhztSXMzYYwN1vC3G2xvYnzns85IcQv9aW3a4Cq3DYqs1qpym+nS99PzsFacg7WIqms2d9eRGCsM94RDteUV2ttZ0/SfQ8wbdVqyjJSydy9nZq8bErTTlKaJheHxSxeTvicSVYcBrLX9B1/gEU/gcz3Ie0f0FYi/0z7B/jMhGlfgdCVt0T3sHOolWrmes1lrtdc+ob6OFYni9qDtQep66rjnYJ3ANi6dStL/ZayxHfJaEqXQCAYXyaVkO3u7iY6OprHHnuMe+6556L9v/71r/njH//IO++8g5+fHz/60Y9YsmQJ+fn5mJvLOXAPPvggDQ0NpKSkMDg4yJe//GWeeOIJ3nvvPQCMRiOLFy9m4cKFvPXWW+Tk5PDYY4+h0+l44oknruv1jidNPU0YB4woJSX+Wn8yj2wBwCs8ElXxNvmgwEVgoQNgZHiE07vlaGzsIm+U6iuLuL19vJLt2Q2oFBJvPhgnROwkQqVU4GlniafdxUb4wyMm6jt6KW/tprxFFrMFDUaKGjvpGRgmu9ZwkRuFj4MlsV46Yr3tiPXWEepqi0Z180VuLaw1hE53I3S6G0ODw9QW6CnPaqEiq5W+rkFK05opTWtGqZajun7RjvhHO2FufXXCTKlSEZyYTHBiMm211WeLw/ajb6jjwDt/58j/3iV81jxil6zE0dt3Yi52ojDXwvSnIPFJ2cIv7R9yS9yqo/KwdoX4L0H8o7I7wi2EucqcBT4LWOCzgN6hXo7UHmFn+U4O1RyipquGv+f8nb/n/B0/rR9LfJew1HcpAbqAGz1tgeCWYVIJ2WXLlrFs2bLP3WcymXj99df54Q9/yF133QXAu+++i4uLCx9//DFr166loKCAXbt2kZaWRkJCAgBvvPEGy5cv5ze/+Q3u7u6sX7+egYEB/vWvf6HRaIiIiCAzM5Pf/e53k1rInovG+mn90Cg1VGWflx+b/1P5oIhVo8eXpDdjbO3D3FpN+Mwre+PJqGrnZ9vlzmHfXx5GvI/9mOZsGhxkSK9npLOTkZ5eRnp6GOntwdTbK9/u7cU0NAjDw5iGhmFE/mkaHoLhETCNMGwCh4py2sorUKrVoJBkj0+FEoWZBsnMHMncDIW5OZLZ2Z/m5mdvm6OwskRpY4NkYXFbR1OUCgkve0u87C2ZE/xp1drIiImq9h4KGoyjI7/eSL2hj6q2Hqraevg4sx6QI7eRHlpivXXEedsR622Hq3ZsRVbjjUqtxDfKEd8oR/rXDPDJe3twswqiMrsNY2ufnGOb3crB9UV4BOsIiHPGP8YJS9urc7Rw8PRmwWNPM+uBR8k/cpDM3dtoq60me+8usvfuwisiitilKwmIT0ShnESV8ZIE/nPlYaiDjLfl0dUIh34Jh1+DsJVy2oHvrFumOOwcFioLFvsuZp7HPDZv34xlhCUpNSkcrTtKhaGCt7Le4q2stwjUBY6KWl+t742etkAwqbkqIdvR0cHmzZs5cuQIVVVV9PT04OTkRGxsLEuWLGHGjBkTNc8vpKKigsbGRhYuXDi6TavVkpiYyIkTJ1i7di0nTpxAp9ONiliAhQsXolAoSE1N5e677+bEiRPMnj0bjebTN6YlS5bwq1/9Cr1ej53dxcbY/f399Pf3j942Go2A/NXt4ODgRFzuKOce/4vOU9AqC8wgbRA9nZ3UFsqNETxdrSG1GJNSw5DfAhgcxDRiImNXJQBT5rqDYoTBL+is1dbVz9fWn2ZoxMTyKS48NM3jC+c0bDTSX1TEUE0Ng7W1DNbWMVRfz7Bez/BZATseOAD6/QfG9iAqFQobG5Q2NijODqWtrfy7rQ0KW1uUOh1KO7sLfiq0WqSbVIhc6XPni/DUavDUOrIo1HF0W0fPIDn1BjJrDGTVGMis7cDQO0R6lZ70Kj0g+xm72poR46UjxktLnJeOcHdbzG6SqO3w8BBm9sPEL/IicZUf+oYeKrPbqMhqpa22m9pCPbWFeg6/X4RroBb/GEd8ox2w0l65I4ekUhMxbxHhcxdSV5BHVsp2ytNPUZOXTU1eNjYOTkQuWELEvEVY2NhO4NVeHVf03LF0hlkvwIxvIhVtR5H+TxQ1JyH/E8j/BJNjMCNxjzESdf8tVRwG8rqYSWbM95jPEt8ldA12caj2EHuq9nCi8QSlHaWUZpby58w/E6wLZrHPYhZ5L7otuomN1+vOrYpYH5mruX7JdAXZ6PX19bz88susX78ed3d3pk2bhru7OxYWFrS3t5Obm0tGRgY+Pj78+Mc/5v777x/TBVzRxCXpghzZ48ePk5ycTH19PW5un+ZzrlmzBkmS2LBhAz//+c955513KCoquuCxnJ2defXVV3n66adZvHgxfn5+/PWvfx3dn5+fT0REBPn5+YSFXVy88Morr/Dqq69etP29997D0vLm6Fe+oXsDOYM5LDZfTHy7Hw0Hd6GysmbxVA1hTZ/QYBvLqYBvAdDbpKLttAWSyoTb3C4UX/AN6ogJ/lKgoNigwNncxLejhjH/HO2m6OnBqqgIy+ISLKqq0LS1feG8TZLEiLk5IxoNIxoNpvN/qtWYVCpMCgUoFBf/lEAymWDEJP80jZz9/ezPoSEUg4NIg4NIQ4MoBofk3wcHR7crBgaQRq69Pa5JkhixsGDY0pJhayuGLa0YtrJk2Or8360ZsrFm2FoeJtWk+qLkijCZoKUPKrskKjvlUd8DJi6MyKklE97W4Gdrwt/GhJ+NCcubcDmGuiV6GtX0NqkYNJz/ZDehsRvGwmUIC9chVBZXX+wz2N2FoSQfY1khI2c/IEtKJdY+AeiCIzCzd/yCR7h5semtwa91H17tx1CNyNc2pDCjxj6ZCseFdFp43uAZTjy9I70UDBaQM5hD2VAZI3z6+uKudCdSHckU9RTslKKbmOD2paenh3Xr1mEwGLC1vfyH+Ct6i4iNjeXRRx8lIyOD8PDwzz2mt7eXjz/+mNdff52amhq+853vXP3MJykvvfQSzz///Ohto9GIl5cXixcv/sI/wFgZHBwkJSWFRYsWXbZz1T+3/RMG4Y7pd2A6WEIDEJyQSOjw+wA4zf0qyyOXYzKZ+Pg3mUAX0fO8mXan7xfO4fd7Syk2lGOhVvD2V6YT5HJhwUpvWjod779P98GD8JlPWSp3dzR+fqg8PVB7eqJ2d0fp6ChHNO3sUNjajqnd55Wuz6UwmUxyKoPRyHBnp5zm0NnJiLHzvNtGhjsMDBs6GNF3MNzRIUeUjUYkkwllTw/Knh5obb2icypsbFA6OKB0cEB19qfSwQGlvf3Zbfaj2xQW156DPNa1GSvd/UPk1hvJrDGQWdNBRnUH+p5ByjqhrFMWuJIEwc7WxHnriPexI8FHh7vW/LqkeVzp+nS29VGR2Up5ZivNlZ0M6FUM6FUYCsHZ1wa/GEf8Yxyxcbi6NIqhgX6KTx4ja892WirL6SwvprO8GLegUKIXLydgahLKG/ShZ2zPnScx9XcynL0Bxel/oWotxq91P36t+xnxms5IwuOYQlbIxaeTlCtdn47+Dg7UHCClOoW0pjTqh+upH65nd99upjhMYbHPYhZ6LcTVyvWSjzHZuNGvOzc7Yn1kzn2zfSVc0atgfn4+Dg4Olz3GwsKCBx54gAceeIC2K4i0jTeurvI/elNT0wUR2aamJmJiYkaPaW5uvuB+Q0NDtLe3j97f1dWVpqamC445d/vcMZ/FzMwMM7OLv05Uq9XX7Yl4uXP1D/dT1SkXboU5hrEnfzMAvr4uSKeKQKFGFb4S1GrqivS0VHehVCuIXeTzhfPfX9jEm4fKAfjlvVGEe34aRRioqqLx1Z/Qffz46DazoCCs587Bcloi5lMiUH1OqsZEMKa/hUYDWu1V3800NMSwwTCaKjGk1zOs7xi9PdyhZ6hdz3BbG0NtbQy1t8Pg4KhYHqys/MJzKCwtUTo6onJwQOV4Vvw6OqFycUbt4oLK2RmViwtKne6S4u96Pk/PR6dWMzPYgpnBLoD8oaG8tZuMSj1ple2kV+mpaO2mqKmLoqYu3k+rBcBNa06Crz2JfvZM93cgwMlqQoXtF62Pvasa+6U2xC/1o0vfR9mZFspON9NQZqC5spPmyk5SP67Axc+WoKkuBMY7X1H6gVqtJnrBEqLmL6a+uJAzu7ZSknqMhpJCGkoKsbKzJ3rhMqIWLsVKd2Oid9f83FHbw4ynIekpqDwiF4cVbENRc1JOP7B2gbhH5QIxrce4z/t68UXr46R2Yk3YGtaEraG9r529VXvZXbmbtMY0cttyyW3L5Xenf0escyxLfJew0HshLlYu1/EKJo4b9bozWbjd1+dqrv2KhOwXidixHj8e+Pn54erqyr59+0aFq9FoJDU1laeffhqApKQkOjo6yMjIID4+HoD9+/czMjJCYmLi6DE/+MEPGBwcHF3IlJQUQkJCPjc/djJQ1lHGiGkEnZkOm2Fzmqtk4elNmXxAwHy56hg4s7cagLAkty8sYKlp7+FbG7IAeHi6D3fFfPqG03X0GLVf/zqmnh5Qq9Hdcw92a+/H/HNSM25VJJVKFphX+P9gMpkYMRhkUdvaxnBbK0OtZ0VuWyvDn/ndNDAgF8BVVzNYXX35uajVo6JW5eKM2tkZhbMLVk2N9AcEoPD1RWl9Y62fJEkiwMmaACdr1kyVcwVbOvvJqGonrVJPemU7efVGGgx9bM2qZ2uWXETmZGPGdH8HpvvLwtbfcWKF7eWwtjMner4X0fO96Db0U35W1NaVdIy2yz26sQSPYB1BCS4ExDp/ofuBJEl4hIThERJGl76d7L07yUrZSbe+neMb13Ny0wZCkmYSu/QO3IJCrtOVjhOS9Gk7XGM9ZLzzaXHY4V/Dkd/KloCJT4J30i1XHHY+9ub2rAlZw5qQNbT2trKncg+7K3dzpvnM6PjlqV8S5RjFfO/5LPBeIArFBAKu0bWgvr6eo0eP0tzczMhn8ge//vWvj8vEPo+uri5KSz91aa+oqCAzMxN7e3u8vb355je/yf/93/8RFBQ0ar/l7u4+mkcbFhbG0qVL+epXv8pbb73F4OAgzz77LGvXrsXdXa7MX7duHa+++iqPP/44L774Irm5ufzhD3/g97///YRd10RzrqNXsF0wtQW5YDLh4OmNVeUO+YCzbgXt9d1U5bSBBNELLl900Dc4zNfWn8bQO0i0l44frvxUoPakp1P77LOY+vqwnDoVt5//DI3XrV/EMFYkSZILxXQ6zAIub89jMpkY6epiqLX1bES3/VOx29LCYHMTQ03NDDU3M9zejmlwkMG6Ogbr6i54HA+g5t3/AKDU6eT0Dk9PNF6eaPz8MfP3QxMQgNLmxhTjONmYsXSKG0unyN+y9AwMkVnTwamKdlLL28mo1tPS2X9TClsrrRmRcz2JnOtJt6Gf0oxmStObaCw3UlfUQV1RB4ffL8Yr3J6gBGf8op3QWFz+Jdnazp4Zqx8k8e41FJ88xpldW2koKaLg6EEKjh7ENSCImCUrCZkxe3K1wgXZlmveSzD7O1C4DU79Q7buyv9YHq6RMO1JiLwP1Le2rZ+jhSPrwtaxLmwdTd1NpFSlsLtyN5ktmWS3ZpPdms3rp18nQBsgW395LyDMPuy2dlYR3L5ctZB9++23efLJJ9FoNDg4OFzwjyNJ0oQK2fT0dObNmzd6+1xe6qOPPsrbb7/NCy+8QHd3N0888QQdHR3MnDmTXbt2jXrIAqxfv55nn32WBQsWjDZE+OMf/zi6X6vVsmfPHp555hni4+NxdHTk5ZdfviWst4LtgqnOyQbAO8AbmteDQg0hsqVZ5tlorH+0EzqXyxep/WRbPjl1Buws1bz5YBxmKrngpTcnl5onn8LU14fV7Fl4/elPSJrJm+t2syJJEsqzLgr4+V322JGBAYaaWxhqbmaouYmhpiYGm5oZqKujNS8Py64uRjrO5vZ2dNCXm3vRY6icnND4+2MW4I/GPwAzfz/MQkNR2Y/NYu1qsdSomBHgyIwAueCpb3CYzJoOTpa3cbK8jdPVHZcVtkn+DvjdAGFrpTUbjdQaW3spzWimJL2J1pouqnLbqMptQ6kuwneKA4EJLvhGOqDSXNrtQqlSEzZzLmEz59JYVkLm7m0UHjtEY1kJu978PYf++y+iFiwletEybBwmWXGYUg0Rd8ujMRdO/U3uHNaYA1uehZSXIe4R2cJLd+t/QHaxcuGh8Id4KPwhWnpaOFBzgH3V+zjVcIoyQxll2WX8LftvuFu5j0ZqY51jUSpuTrcUgWC8uSLXgvPx8vLiqaee4qWXXkIxhiKcWxmj0YhWq72iaruxMjg4yI4dO1i+fPklc0q+svsrpDam8pMZP0H/5m709bXctSyCwMq35CYID31It6Gfd39wnJEhE/e+EI+r/6VzQrdm1fPc+2eQJPj3l6YyN0TuGd9XXEz1w48wbDBgOXUqXn//GwrzG+sTeiXrc7ty/too+vvPWqDVMlBby2B1Nf0VFQyUlTP0mbzy81G5umIeHo55WBjmEfJPlavrDYsMfZ6wHRi68Fsj57PCNinAgZmBjnjZf/6Htuvx3NE3dlOS3kxJWhMdTT2j29VmSvxjnQiZ5opHqB0KxRevZ4/RQM6+3WSm7KCrTS4slBQKAhOmE71oOd5TosZUOHk+1/3/qqcdzvxHjtIazqbRSAoIWQ6JT4HvzJsq7eB6rI+h38Dh2sPsr97Psfpj9A71ju6zN7dnrtdcFngvYLrbdDQ3UeGceE2+PGJ9ZK5GR111RLanp4e1a9cKETtJOL81rbfChfL6WiRJgafxmHzA2bSCnAO1jAyZcPXXXlbEVrZ289KmHAC+NjdgVMQOVFVR/fjjDBsMmEdF4fmXv9xwESu4cpTW1ihDQzEPDb1o33BnJwMVFfSXlTNQXk5/eTn9pSUMVlUz1NhIV2MjXfv3f/pYOp0sbqMisYiOxiIm5roV9ZmrlWejr3Je8ucJ2+bOfrZk1bPlbMTWx8GSmYGOzApyJCnAEa3F9XvzsHO1YtpKP6au8KW1tovS9CZK0prpbO+j6GQjRScbsdRqCJ7qQsh0Vxw8rC/5IcHSVkvi3WuYeue9lKaf5MyurdTm51Jy6jglp45j5+ZO9KLlRMxZiPkNzoe+aiztIfkbkPQsFO+C1L/KHcQKt8nDORymPQFRa0BjdaNne13Qmmm5I+AO7gi4g96hXo7XH2d/9X4O1hykva+dTSWb2FSyCUuVJUnuSczxnMMsz1k4WkyyCL1A8AVctZB9/PHH2bhxI9/73vcmYj6Ccaatrw19vx4JCVW13GDAxdsT8/ZDICkhZDkDfUPkHpZzJ2MXeV/ysfqHhnn2/dN09Q8x1deOby0MBmCwqZnqxx5nuKUVs5AQvP/2V5TWt8ebye2A0sYGi6goLKKiLtg+3NVFf2EhffkF9BUU0JefT39ZGcMdHXQfP36BW4XaxxvLmBgsYmKwiI7GLDgY6TpYR32esD1TLQvb42WtnKnuONuBrJr1qdUoJIjy1DEryJHpfjqGrt1C+KqQJAknLxucvGyYviqAxjIDxaeaKMlooscwQObeGjL31mDvbkVIoivB01ywtvv8D4oKpXK0FW5rdSVZe3eebYVbz8F3/8HR998lJHk2MYuW4xoYfH0ucLxQKCF0hTyaC+S0g6z/QXM+bPsm7P0xxDwECY+BY+CNnu11w0JlwQJvOVd2cGSQjKYM9lXtY3/1fpp7m9lXvY991fsAmOIwhdles5njOUfk1QpuCa46tWB4eJiVK1fS29tLZGTkRaHv3/3ud+M6wcnIzZRacLLhJF/d81W8bbx5rnEheYf2MS3Bj1nd78qVwo9uJftADUc2lKB1smDdq9Mv+TXmK1vyePt4JXaWanZ8YxZuWguGOzupeuhh+ouKUPt447t+PSrHm+cTv/ia5tJMxNqM9PfTX1xCX14evdnZ9GZmMlBeftFxkoUFFlOmyMI2JhqL2Njrnm8L0Nk3SGp5O0dLWzlc0kJ5S/cF+80UJpICnZgT4sysIEcCnC4dEZ0IhodGqMptozi1kYqcVkaGzr5cS+ARrCMk0ZWAWOcvLBIb6Oul4MhB2ZO2unJ0u4t/INGLlxM6YzZqsyv/BuWm+r/q7YDM9bKo1Vd+ut1/npxHG7wUlNfXb/dmWZ8R0wgF7QUcrjnModpD5LXlXbDf2cKZWZ6zmOM5h0S3RCzVE9/A52ZZm5sVsT4yE5pa8Itf/ILdu3cTEiLbvHy22Etwc1HWIVtsBWj9qdorW2V5nbPdCl3JyPAIWftqAIhZ6HVJEbsrt5G3j1cC8Ns10bhpLRjp76f2a8/QX1SE0skR73/+86YSsYLrj8LMDIvIKVhETsFurdzhb9hgkEXtmUx6s7Lozc5mpLOTnrQ0etLSRu+r8ffHMj4ei/g4LBMSUHt4TPhrio25moXhLiwMl7056zt6OVrSypHSVo6WtKDvGeRgcSsHi+WcU1dbc2YFOTIv1JmZQY7Ymk/sG41SpcA/xgn/GCf6ugcpO91MUWojDaWGUeeDQ+8X4xftSMg0V7wj7FEoL0770phbEL1I9pytLy4kK2UHxSeO0FReyp63/sih//yTiNkLiF68HHv3SdZdy0IHSc9A4tNQtk/2pC3eDeUH5GHrIfvRxj0CNrdOY4ErQSEpiHCIIMIhgqdjnqalp4UjdUc4VHOIEw0naO5t5qOSj/io5CM0Cg1T3aYyx3MOsz1n42E9ef17BbcXVy1kf/vb3/Kvf/2LL33pSxMwHcF4c07I+pvc6GqrQKlS4dF1BCQgZBmV2W0YW/swt1ITkuT2uY9R097DCx/KIviJ2f7MD3XBNDxM/Xe+S09aGgpra7z/9jc0npPsDVBwXVBqtVjPmoX1rFkAmEZGGCgvpzczk57MTDlqW1rGQLmcg9uxcSMAKhcXWdgmxGMZH49ZUNC4FStdCnedBWumerFmqhf9/QP846Od4BrGiXI9pyrbaTT2sTGjlo0ZtagUElN97ZkX6sT8UOcJj9aaW6mJmOVBxCwPjK29FKc1UZzaiL6xh9L0ZkrTm7Gw1RCS6EpYkhv27hen95zvSTv3ka+QeyCF7L07MTQ3cXrnFk7v3IJXeCSRC5cSNDUJ1WRyHFEoIGiRPPRVkPFvOP0uGOvgwM/g0K9kT9qpXwGf5JuqOOx64WTpxD1B93BP0D0MDA+Q3pjOodpDHKo9RF1XHcfqjnGs7hg/T/05gbrAUVEb5RSFSnET9ooWCLgGIWtmZkZycvJEzEUwAZwTso5tapoANzc71NIQuEaBzpvsA6cBCJ/ljvpz7H4Gh0d47v0zGPuGiPHS8Z3FIZhMJhp/+lM6U1KQ1Go8//zn26rRgWBsSAoFZoGBmAUGorvvPgCG9Hp6z5yhJyOD3vQMevPyGGpqwrhjB8Ydst+xwtYWy9jYs8I2AfMpESgmUGgpFBKeVrB8lh/PzA+mb3CYUxXtHCpu4UBhM+Wt3Zwob+NEeRs/31GIp50F80OdmRfiTFKAA+bqibM/snW0IGGZL/FLfWip7qQotZGStCZ6jQNkplSTmVKNs68tYUmuBE11wczy4sixpa2WaXfdx9Q77qEy6zSZKTuoOJ1OTX4ONfk5mNvYEjF7HpHzl+LgOclsrux8YOErMPclyP8E0v4JNSchb7M8nEJlQRt1P5hPbPrXzYpGqWGGxwxmeMzge9O+R7mhXBa1NYfIbMmktKOU0o5S/pn7T2zUNkx3n06yezLJHsm3VMtcweTnqoXsN77xDd54440LvFcFNycmk4nSDrmBhKquCwBPy7P9i0NX0FbXRV1xB5JCYsrsz/8a6Te7i8is6cDWXMUbD8SiUSlo+fOf6fjfBpAk3F97DavEadflegS3Lio7O2zmz8dm/nwARnp76c3Kpue0LGx7MjMZMRrpOnSIrkOHAJDMzLCIjJSF7dSpWMbFobCYOKN8c7WS2cFOzA524kcrw6ls7eZAUTMHilo4WdZGrb6Xd09U8e6JKsxUCmYEODA/1Jm5Ic6XtPgaK5Ik4exji7OPLTPuCaQqt43CEw1U5bTRXGmkudLI0Y2l+Mc4EjrDDc9Q+4vShySFAr/YBPxiEzC2tpB7IIWcA3voamslY/snZGz/BI/QCKIWLiUocQZqzRe3171pUJnJTgZRa2Qf2rR/yp60LYWw4zuQ8mN539SvgOuUGz3bG4YkSQToAgjQBfDYlMcw9Bs4WneUQ7WHOFZ3DOOAkZSqFFKqUgAI0AaQ7CGL2niXeMyUk+g5IbjluGohe+rUKfbv38+2bduIiIi4KBl506ZN4zY5wdho62vDOGBEISkwlst5sB79OWABhCwne7/cu94/xhEb+4sLPY6UtPDXw3Khzq/vi8bL3hL9/zbQ+safAHD50Q+xXbrk+lyM4LZCYWGB1fRErKbLraNNQ0P0FRTSezqDnvQMejIyGG5vpyc9nZ70dNre+iuo1VhGR2M5fTpWidMwj46e0Iitr6MVX3b048vJfvQMDHG8tI39Rc0cKGymwdDHgaIWDhS1AHkEOVsz72y0NsHXDvXn5LGOlfPzaXuMAxSfaqTgeAPt9We9atObsbYzI2S6K6FJbuicLxbXto5OzFi9jun33k9l5mmy9+2iPCONusI86grzOPDvvxI+ez5hcxaM+/wnHNdIuON1WPQqZG2Qc2lbi+QUhIx/g9d0WdCG3ykL4NsYrZmWFf4rWOG/guGRYXLbcjled5yj9UfJbc2VGzEYyng3/13MlebEOseS6JbIdLfphNqHimYMguvKVQtZnU7HPffcMxFzEYwz56KxAQpPOluakRQS7ppW0HrTZxNK8UnZHilq3sW5re3dA3z7Azkv9qHp3iyd4ooxJYXGn/wEAMevPY39unXX6UoEtzuSSjVaRGb/6KOYTCYGKiplYZuWTvepUww1NIwK29Y/gWRujmVcnCxspydiHh4+YZZflhrVaNGYyWSiqKmTA4VyCkJGtZ6S5i5Kmrv42+FybMxUzAp2ZF6IM/NDnXGwHn/RZGmrIWahN9ELvGip7qTgeAMlaU106fvJ2FlFxs4q3AK1hM1wIzDB5aK0IoVCiX/cVPzjptLZ3ipHaffvobO1ZTSX1tzRhQJrc8Jmzrkqx4MbjrkWEp+AaV+FyqOyoC3cJqce1JyEXY5yYVjCl0F3aTvC2wWlQkm0UzTRTtE8HfM0hn4DJxpOcLzuOMfqjtHc28yJhhOcaDgBgI3GhqkuU0l0SyTRLRF/rb8oBBdMKFf9qv7vf/97IuYhmADO5ccGd7sAzTjr1GiUwxC6nILjjQwNjuDgaY1boO6C+5lMJl7alE1zZz8BTlb8YHk4PafPUP/t78DICLrVq3F87rnrf0ECwVkkSZLb5Pr7obvvPkwmE4M1NXSfPEnPyVS6U1MZbmsb9bNtARTW1nIKQuI0rKZPl71sJ6B4TJIkQl1tCXW15em5ARh6Bjlc0sKBomYOFbXQ1j3AjpxGduQ0opAgwceeReEuLAp3wddxfP2Xz089SL4vkIqsVgpPNFCT305DqYGGUgNHN5YSkuhKxCx3HDwubpRgY+9I0r0PkHj3GqqyM8neu4uyjFT6WptI+dsbHP7vvwibNY+ohUtx8vYd1/lPKJIEfrPk0dkoF4al/xs66+Ho7+Do7yFwoex4ELxEbp0rQGumZanvUpb6LsVkMlHWUUZqYyonG06S3phO50An+2v2s79GbpLiZOHENLdpJLrKwtbJzOkGX4HgVkOUId7CnBOyLu0aRgBPVQMAI0HLyPm3nFYQNc/zok/LG9Jq2J3XhFop8Ye1sSgbaql85hlMAwNYz5+P649fFp+wBTcVkiSh8fZG4+2N3Zo1csS2tJTuk6l0p56k51SanGN74ABdBw4Acgcyy0Q5fcEyMRGNn9+EPK+1lmruiHbnjmh3RkZMZNcZ2F/YzN78JvIbjJyqbOdUZTs/21FAsIv1WVHrSpSH9opa014pKrWSoAQXghJc6NL3U5TaQP7ReoytfeQcrCXnYC2u/loiZrkTGO+M6nOitH4x8fjFxNPR3MTmf/yFofpqjC3NZO7eRububbgFhRC1YCkhSbNQT6bOfjauMOcFmPk8FO+EU3+XO4eVpsjD2hViH5QjtXa+N3q2Nw2SJBFoF0igXSAPhj3I0MgQBW0FpDamktqQypnmM7T0trC9fDvby7cD4GntieuAK8oqJUkeSThYONzgqxBMdq5IyC5dupRXXnmF6dOnX/a4zs5O3nzzTaytrXnmmWfGZYKCa+eckFXVdzMAeGoawVxLpTGUzrZ8zKxUBE91ueA+5S1dvLo1H4DvLA4h1HKEqrVPMqzXYz5lCh6/ee26dGQSCMaCJEmYBQVhFhSE/cMPYRoepq+w8Gy09iQ96RkMd3TQuXs3nbt3A6BydsYqOVkeM5LAxmbc56VQSMR46Yjx0vH8omBq9T3szW8ipaCJ1PJ2ipu6KG7q4s8HynCxNWNhmAtLp7gy3d9hXPNqre3MiF/qS9xiH2oK28k7Uk9FViuN5QYayw0c3VhyNkrr8bk2XlZ29thHxLLs2y9RX5hH9r5dlKWn0lBSRENJEQfe+TthM+cStXApzr7+4zbvCUepki26wu6AtjI5Spu5Hroa4chv5eE/T47ShiwH1SSyJ7sOqBQqIp0iiXSK5CuRX6F/uJ+s5qxRYZvbmkttVy211JJ+LB2AILug0WhtgksC1ppJ1j5ZcMO5IkWyevVq7r33XrRaLXfccQcJCQm4u7tjbm6OXq8nPz+fo0ePsmPHDlasWMFrr7020fMWfAHnHAvM+hUMNOsB8LAwQuAqcg7LkdmIme4XRF0Gh0f45oZMegeHmRHgwOPTPKj9ylcYqKpC7e6O11/eRGE58Z1fBILxRlIqsYiIwCIiAofHH8M0OEhvTi49qSfpPplK75kzDDU3Y9i8GcPmzQCYhYXh6OJCj6MjNlOnTkjhmKedJV9K9uNLyX4YegY5UNRMSn4TB4uaaTL2sz5Vbp2rs1TLojbClZlBjuNm7SUpJLzDHfAOd6Db0E/BMTlK29neR/aBWrIP1OIWqCVilgcBcU6oPnNeSaHANzoO3+g4ujv05B3aR86+3XQ0NZCVsoOslB24BgQxZd4iQmbMxtxqEokUhwC5MGzeD+QobcbbULb/00YLVk4Qsw7iHpWPFVyEmdKMaW7TmOY2jedin6N7sJvUulQ2nNxAq0UrxR3FlOhLKNGX8N+C/6KUlEQ4RBDnEkeccxxxLnFozbQ3+jIENzlX3KK2v7+fjRs3smHDBo4ePYrBYJAfQJIIDw9nyZIlPP7444QJP9GbokVtS08L8zfOx6fJinkZjjhYDfMl7+N0zP8H699zAAke/mkSto6f2hW9truQPx8oQ2uhZufXkzH99GWMO3agsLHB9/33MAucfL3LRbu/SyPW5lNG+vroPX2armPH6D52nP7Cwgv2SxYWWCUlYT17NtazZ6F2d5/Q+fQPDXOirI3deU2k5DfS2jUwus9Ko2ReqDNLp7gyL8QZK7Px/YZkZMRETUE7eYfrqMxpwzQiv0WYWakIne5GxCx3rB00l3zumEZGqM7LJnvfbkpPnWBkeAgAlVpD4LQkpsxdhPeUqAlvbjEh6Cvh9H/gzH/lKO05fGfJUdqwO0BlJv63LsP5a9M53ElaYxqpDXLEtrqz+qLjA3WBo6I23iX+lvewFc8dmQlpUWtmZsZDDz3EQw89BIDBYKC3txcHB4fberFvVsoMZ1vTdsr5R57qZkCioCEUaME73OECEXumWs9fDsr3+fndkaje/jttO3aASoXnG3+clCJWILhSFObmWM2YgdWMGfBdGGppwXjkKCUfbsSuuobh1la69u+na79cwGIWFIT1nNlYzZ6NZWws0ji/BpqplMwNkT1o/2/VFNIr29mZ28juvEYaDH1sy25gW3YDGpWC2UFOLJviysIwF7Sf0/jgalEoJHwiHPCJcKBL30/B8Xryj9bTpe8na18NWftqcAvU0m+lYnhwhM9euqRQ4BMZg09kDD2GDvKPHCD3QApttdUUHjtE4bFD2Do5Ez57AVPmLkDrPImEiZ0vLPiR3GihZLccpS1Jgcoj8rCwl6O0UQ/e6JlOCuzN7Vniu4QlvrKNY0NXA+lN6ZxuPk1GUwYVhorRxgwfFH8AgLuVuxyxdYkj3jkeP+3E5LYLJg9XHJEVXDk3Q0R2fcF6fnnqlzxwKgiz1gGWuxcSHOrHO6Uv09s5yLKnIvGPkatH+waHWfHHI5S1dLMqxp1XVGU0/PBHALj94hfo7l41odcwkYhPt5dGrM3lObc+y5YtY6SsjK5Dh+k6fJjezEwYGRk9TmFjg1VyshytnTUTldPEVWWbTCayag3sym1kV24DlW09o/vUSomZgY6sjHJnYbgLWovx+5uOjJiozmsj70g9VTmtnHvXMLdWEZrkTsRMd3Qul047MplMNJWVkHtwL4XHDtHf0z26zysiiilzF8rNFiaTjdc5OmrkCO2Z/8jtcM/SahWCbsE3UEXeA+qJa9Qx2bia1532vnbONJ0hozmD002nKWwvZNg0fMExdmZ2RDtHE+MUQ4xzDBEOEZirJuHz6CzidVlmQiKygslFaUcpqiEJszb5K0lPSwMVlvfR2zmIpVaDT+SnlaK/TymmrKUbJxszvu/ZT8PT57xivzapRaxAMB5IkoR5WBjmYWE4PvUkwx0dcgrC4cN0HT7CsF5P565ddO7aBYB5RATWc2ZjPXs25pGRSMrxM4eXpE+LxV5cGkJRUyc7cxrZldsoe9eebcKgUSqYHezIiig3Foa5YGM+tjdEhULCN9IR30hHuvR95B6uJfNAJX1dQ6MtcT1C7IiY5Y5/jBNK1YVpA5Ik4RoYjGtgMHMeeZzStJPkHdxLVU4mNXnZ1ORls+9ffyFkxmymzF2IW1Do5Imy6bxg3ksw+7tQuhdOv4OpeBeO3UWw5Wuw5/sQvVbOpXUJv9GznVTYm9uzwGcBC3zkBhzdg91ktWRxuuk0p5tPk92Sjb5fz8GagxysOQiASlIR5hBGtFM0Mc4xRDtF3/LpCLc7QsjeolQYKnA0aMAENuoBbNQDHGgIA4YIm+GG8mwFdEaVnr8dOdu9K9mJjhe+BoOD2C5fhuNzz97AKxAIbk6UOh3aFSvQrlghuyHk5o5Ga/tyc+nLy6MvL4/WN/+C0s4Oq1kzsZ49B+uZySh1unGbx/l+td9aFExpcyfbsxvZnlNPcVMXewua2VvQjEalYE6wEyuj3FgQ5oL1GHNqre3MiV/uQ+NIHlN8Eik80URVbht1RXrqivRY2KgJTZJzabVOF0dp1RozwpLnEJY8B2NrM3mH9pF3aB+GpkZy9u0mZ99u7N09iZi7kPDZ87G2sx/TfK8bShWELIWQpQy1VVP64SuE9pxCMtRA6lvy8JwmW3hFrAKz8XfFuNWxUlsxw30GM9xnADAwPEB+Wz5ZLVlkNmeS2ZJJa28rOa055LTm8N+C/wLwctLLrA5efSOnLphAhJC9RakwVODRIXcMcjM3YFCHUlM+BBKEJ8uFKn2Dw3x3YxYmE6yZ4oDP66/Q396OWXgYbj/72eSJiAgENwhJqcQiOhqL6Gicvv4cQ62tdB05StehQ3QfO8awXo9xy1aMW7aCQoFFTAw28+dhPX8BZv5+4zqXQGcbvrHQhm8sDKK4qfNsHm095S3dpOQ3kZLfhJlKwdwQJ+6IdmdBqAsWmmuPFksK8Il0IDDOlc72PvKP1lNwrJ5uwwBn9lRzZk81XmF2RM71xCfS8XM9cW0dnUm69wGm330/tQW55B7cS3HqMdrrazny3tsc/d+7+MXEM2XuIvzjp6JUTZKvWm3dKHa9i8Clb6KuOSrn0hbthNpT8tj5AoSvkr1pvWfAZCx8uwnQKDXEOMspBY9GyB3/6rvrZVHbnElWSxZF+iLC7EUR+q2MELK3IIZ+A+197cR0yLl6bhad5KtkX1/vMPvRIq/f7C6ivLUbVxs1T59YT19hIUoHB7z+/GcUFiKnSyC4WlSOjujuXoXu7lWyxVdmJl2HD9N16DD9xcX0nj5N7+nTNP/mt2j8/LBZMB/r+fOxiI4e1xSEYBcbnl9kw7cWBlHU1Mn2s8VhFa3d7M5rYndeE1YaJUsiXLkzxp2ZgY6oxuBTa2NvTuKd/kxd4UtljpxLW53fRk2BnpoCPTb25kyZ40F4sjvm1heLUUmhwCsiCq+IKOZ/+SmKThwh7+Be6osLKD+dRvnpNCxsbAmbNY8pcxfi5DO+HwImDIVS7g4WuBA6myDrPTizHtpK5N+z3pMLyGIehOgH5DQFwTUjSRIe1h54WHuwwn8FAD2DPZgpx78NtODm4aqF7IEDB5g3b97n7vvrX//Kk08+OeZJCcZGhaECTODSIYtRV/MuUppCAAifJUdjM2s6+OexCgD+OJRJ3769oFbj+cYbqN3cbszEBYJbCEmtllviTp2K87e/zWB9PZ0HD9K1bz/dp04xUFFB2z/+Sds//onS3h7reXOxmT8fqxkzxu2D5PnpB88vCia/wci27Aa2ZNZT19HLpjN1bDpTh4OVhhVRbtwV406ct901fxujUCrwj3HCP8YJY2sveUfqyDvrS3ticxmntlYQNNWZyLmeOPt8fgGHmaUlUQuWELVgCW11NeQd2kf+4f1069s5veMTTu/4BGe/ACJmzyc0eQ6WWt0YVug6YuMCM78Fyd+E2jS5QCx3k2zpdeBncODn4D8HYh6CsJWiQGycsFQL7/NbnasWskuXLuXrX/86P//5z0cr6lpbW/nyl7/M0aNHhZC9CagwVGDVp8SsX0LBCIPKAHo6FZhbq/GNcmRweISXNuVgMsE3LRqwef/fALi98mMs42Jv8OwFglsTtbs79uvWYb9uHcOdnXQfOULn/gN0HTrEcHs7ho82YfhoE5KFBdazZmGzaBHWc+egHKcOY5IkEeGuJcJdywtLQjhdreeTzHq2ZzfQ1j3AuyeqePdEFR46C+6MceeuGHdCXa/ddcXW0YKkuwOZusKPkvRmcg7W0lLdSeGJRgpPNOLiZ0vkXE8C45xRqj8/Guzg4cXsdV9i5v0PU5l1mtyDKZSln6K5oozmijIO/uef+MXEEzZrHgEJiag1kyDyJkngNU0eS38JBVtlx4PKI1B+UB5mWphyD8Q+BB7x8n0EAsHnck0R2UceeYSUlBTee+89KioqePzxxwkJCSEzM3MCpii4WiqMFTjp5Rd0J/NuyhR3AxAY74xSqeCfh8soaDASPGxg6da/YgLsHn4Y3b333sBZCwS3D0obG2yXL8d2+XJMg4P0pKfLonbfPjlyu2cPnXv2gFqNVdJ0bBYtwmbBAlT241P4JEkS8T72xPvY86OV4RwrbWVLVj27cxup6+jlLwfL+MvBMkJcbFgV68GqWHfctNcWIVRplITNcCM0yZWmCiM5h2opTW+mqcJIU0U+xz4sIXymOxGzPLCx/3zbJIVSiX/cVPzjptJjNFB0/DD5h/fTWFYymnqgsbAkeHoy4bPm4Rk2ZXI0XNBYQvT98tBXQub7kPkeGKoh49/ycAyRc2mj1spRXYFAcAFXLWRnzJhBZmYmTz31FHFxcYyMjPDTn/6UF154QRQH3SRUGCpwOlvo5WreTbkxAoDgaa7UtPfw+5QSNMOD/DL7PUxdXVjExuLywndv5JQFgtsWSa3GKikJq6QkTN9/ib78fDpTUuhM2ctAWRndh4/QffgIjT9+BcuEBFnULlqI2nV8LIXUSsVo84W+u4fZV9DMJ5l1HCxqoaipk1/tKuTXuwuZEeDA3bGeLJ3iitk1aERJknD11+LqryX53iDyj9aTd6SOLn0/GTurOL27Gr9oRyLneuIRrLvk+4mlrZbYpXcQu/QO2upqKDhykIKjBzC2NJN7IIXcAynYODoRPmseYbPm4eAxSfJO7XxlG685L8rR2cz1kL8FWosg5WXY+yoELZLzaYOXgmr8WyYLBJORayr2Ki4uJj09HU9PT+rr6ykqKqKnpwcrK6vxnp/gGqg0VBJ+VsgqVc4MDimxcTDHxc+Gx99Jp3dwmJ9V7MCiqgylvT0er/9+3DsTCQSCq0eSJCwiIrCIiMD5m9+kv6yMzpS9dKak0JeXR8+pU/ScOkXTz36GeVQUtosXYbN0KRpPz3E5v7layYooN1ZEuWHoHWRnTgObztRxqqKdY6VtHCtt40cf57IozBmPQYklIyau5ZXD0lZDwnJf4pZ4U5HdSs7BWuqKOig/00L5mRbs3KyInONByHRXNOaXfpty8PBi5tqHSV7zILWFeeQfPkDxyaN0traQuvkDUjd/gIt/EOGz5xE6Y/bkyKdVKORcWf85sPw1yNssF4jVnoLiXfKwdIDINXKk1jXyRs9YILihXLWQ/eUvf8mPf/xjnnjiCV577TVKS0t5+OGHiYqK4r///S9JSUkTMU/BFTI4PEhdRw2zjB4AGKREAIKnurAjt5EDRS0sq0knLvcIKBR4/PY3qF3E11UCwc2IWUAAZgEBOD71JIN1dXTu3YsxJYXejNP0ZWfTl51N829+i3lkJLZLl2K7dAlqD49xObfWQs3aad6sneZNTXsPH58tDKto7WZLdgOg5KPfHGZVrAd3x3oQ5nb1+bQKpYKAWGcCYp1pq+8i92AdhamN6Bu6Ofy/Yk58XEZokhuRczywc710oERSKPAKj8QrPJL5jz1JecYp8g/vpzLrNE3lJTSVl3Dw3X/gFxNP+Oz5+MdPmxz5tOZaiP+SPFqK5Sht1v+gqxFS/yIP1yg5SjvlXrCeuK5yAsHNylUL2T/84Q98/PHHLFu2DIApU6Zw6tQpvv/97zN37lz6+/vHfZKCK6emswatUYlyRMJcOUj9kPzBwjPGkW+8l4aPsYFnsjcB4PT157ASHzwEgkmB2sMD+0cfxf7RRxlqbaVz7z6Mu3fRk3qKvpwc+nJyaH7tNTlSe07UuruPy7m97C15bkEQz84PJLOmgw/Ta9h8uprmzn7+dricvx0uJ8zNltXxnqyK9cDe6uq/9nZwt2bOuhCm3x1A0ckGcg7W0dHUQ86BWnIO1OIZKnvS+kZ9viftOdQaM0KSZhGSNIseo4HCY3I+bVP5Z/NpZxI+ex6eoRGTI5/WKRgWvQrzfwRl+yHzv1C4AxqzYVc27P6+bPMVtQZCVwjXA8Ftw1UL2ZycHBwdHS/Yplaree2111i5cuW4TUxwbZyfH2ujMaMTFQ4e1vyvqBG9vos3z7yPcnAAq9mzcHjiiRs8W4FAcC2oHB2xW3s/dmvvZ6itjc6UFIw7d9GTlvZppPbXv8YiOhqbZUuxXbJkXGz1JEki1tuOKW7WxEkVWPgnsCW7kX2FTRQ0GPnJtnx+sbOAReEurI73YlbQ1fvTmlmoiJrnReQcT2oL9eQcqqUyu5XaQj21hbInbcRsd8JnumNhfXnBbGmrJW7ZHcQtO5dPe4D8IwfobG0h98Aecg/swcbRidAZswlNnoOTj9/NX+uhVEHwYnn0tEPORjlKW38aSnbLQ2MD4XfJRWQ+M0XDBcEtzVUL2c+K2POZM2fOmCYjGDvnOxYMK2TTcOcp9rx8pITH8rbjoa9H6eiI+y9+MTmiEAKB4LKoHBywW7sWu7Vr5UjteaK2NyuL3qwsmn/5KyxiY7FduQLbpUtROTiM/bwKWBTuzPJoDzp6BtiSVc8H6TXk1hnZkdPIjpxGXGzNuDfOk9UJXvg5Xl0NhaSQ8Aq3xyvcftSTNv9oA53tfZz8uJy0bZUEJTgTOe/SnrTnI+fTPkLymoeoLcgl/8gBik8eo7O1hbQtH5G25SPs3D0JnTGL0OQ52LuPT97xhGJpD4lPyqOlGLI3QPYHsutB5n/lYesJUash6n5wFh2uBLceorPXLYYckZWjFJ1SNEpgU1s70bV53FV+FAD3X/x8XN7IBALBzYXK0RG7Bx7A7oEHGGppwbhnD507d9GTkUHvmTP0njlD089/gVVSErYrVmCzaCFKa+sxn1dnqeGRJF8eSfIlv97IxowaPj5TR5OxnzcPlvHmwTKm+tqxOsGLFZFuWJld3VvPJT1pTzZSeLIRZ19bouZ6EBjvcklP2nNc0EXssaeoOJ1G4fHDlJ9OQ19fy4kP3+fEh+/j5OsvR2pnzMbWyXksy3N9cAqGBT+CeT+A6hOyqM37GIy1cPT38nCNgui1MOU+YeUluGUQQvYWo6qhhNheuY5YoXLDytOKo7nlvHlmAwB2jzyM9axZN3KKAoHgOqBycsL+wQexf/BBBpua6dy1E8O27fTl5NB99CjdR4/S+OMfYz13LrYrV2A9Zw4Ks7EXQIW72/Jj9wi+tyyUfQXNbEyv4VBxC2mVetIq9byyJY+VUW6sTvAiwefquohd4ElbaSTnYC2lGc00VxrZ+7aRYx+VEp7sTsTsS3vSno9aY0bw9JkET59Jf08PZeknKTx+mKrsM7RUltNSWc6R997GLTiU0BmzCUmahZXObizLM/EoFOCbLI9lv5ZdDrI3QMkeOZ+2MRv2/BAC5svetKHLQSMchwSTFyFkbyGGRoborKoD7FAqbZAkM04M9vJM1ibs+rswCwnB+dvfvtHTFAgE1xm1i/NoodhAVRWG7dsxbtvOQHn5aPMFhbU1NosWYbtiBVbTE5FUY3t7MFMpWR7pxvJINxoNfXx0upaN6TVUtvXwQXotH6TX4udoxX3xntwX74mL7RcLz3NIkoSrnxZXv7OetMfqyTt81pN2VxWnd1fhF+1E5FwPPEKuTCybWVoSPns+4bPn09tppCT1OIXHD1OTn0NDcSENxYUcfOcfeEVMIWTGbIISk7GwHp+uaxOG2hwiVsmjuw3yNsmitjYNSvfKQ2MNYXfIqQd+s0GhvNGzFgiuCiFkbyGqjdXYtZ39Wk3pAxL0VKQzsyEHVCrcf/2rcYm4CASCyYvGxwenr30Nx6efpr+wEMO2bRh37GSooQHD5s0YNm9G6eiIdsUKtHfdiVlY2JgLoFy15jwzL5CvzQ0grVLPxvQatuc0UNHazWu7i/hdSjELw5x5MNGHmYGXdyX4LJa2GhKW+RK3+DOetJktlGe2YOdqSeRczy/0pD0fCxtbohYuJWrhUrra2yg+eZTC44dpKCmiOjeb6txs9v3zL/hGxxEyYzaBCYloLCyvdXmuD1YOMO2r8mgrO5tPu0HuKJb1vjxs3CDiHtnKyyNOtMYVTAqEkL2FKNIX4Xy20EtSedBoNswTJz4EwOGxxzAPCbmR0xMIBDcRkiRhHhaGeVgYzt/+Nr2nT2PYvp3OnbsYbm2l/Z13aH/nHcyCgtDedSe2d9wxZs9pSZKY5mfPND97fnxnBDuyG9iQXkNGlZ7deU3szmvC296SB6Z5szrBE0frK//gfZEn7aE6Ck82om/s+dSTdrobkXMv70n7WaztHYhbfhdxy+/C0NxI4fEjFB0/TEtVxaidl0qtwT9uKqHJc/CNjQfpJi+kdQiAed+HuS9BTaosaHM3QWcDnPyzPHQ+sqCdci+4RAhRK7hpEUL2FqKwuQBHg/zCr1C5o609iWOfAZWXF45fe/oGz04gENysSAoFlgkJWCYk4Pr979N15CiGLVvo2r+f/pISmn/zW5p/+zsspyeivesuLObNG/M5rc1UrJnqxZqpXhQ3dfJeajUfna6lur2HX+0q5HcpRSyd4saDid4k+tlfVVTYwd2aOQ+EMH3VZzxpD9aSc/A8T9pIBxRXYQ+mdXYlcdVqEletpq22+qyoPYS+oZ7i1GMUpx5DY2GBf3wi3SpzhoeGUN/MXRMlCbyny2PpL+VUg9xNULQDOqrg6O/k4RgCU85Gah2DbvSsBYILEEL2FqK8OBPfEQkkC1BYszj/IwDcf/IqCvMrzz8TCAS3L5Jajc38edjMn8ew0Yhx1y4MW7bQm55Bz4mT9Jw4iWRhjmtoKN1aLdpZs5CUY8urDHax4ZU7I3hhaQjbshpYn1pFVq2BrVn1bM2qJ8DJinWJPtwb54HO8sqbLYx60s4960l78EJPWmt7MyJmehA2ww0r3dWlXTl4epO85kFmrF5Hc0UZhccPU3T8CJ1tLRQePQjAP9OPEpw4k9Dk2XiERaC4mfNPVWZyI4XQFTDQDcW7IfcjKEmB1iI4+At5uEbKgjbiHrDzudGzFgiEkL1VGBwepKu4GrBGofLEVl+AeqQfmzvvFN27BALBNaG0tcVuzRrs1qxhoLYWw5YtGD/ZwkBVFbZnMml46mlanJ3RrlqF7p670fj6jul8lppPo7S5dQbWp1bzSWYdZS3d/HRbPr/eVcjKKHcenO5NrJfuiqO0kiThFWaPV9iFnrRd7f2kbinn1LYKfCMdiJjlgVe4/VXl6EqShIt/IC7+gcxe9yXqiwvJP3qQvCMH6OvqInvfLrL37cLKzp7g6ckET0vGPTTs5ha1GquzEdh7oM8gdxDL/QjKD0Bjjjz2vgKeU2VRG74KbMfecEMguBYkk8lkutGTuNUwGo1otVoMBgO2tlfff/xqGBwcZMeOHXhO8+TDH7+Eo0GDynIx8YUH0Q3VEbpnFyq7m9wuZgI5tz7Lly+/ub/iuwGItbk8Yn0+H5PJRNfp0+T+6c/Y5+czYjCM7rOIj0d3zz3YLl2Cwmp8LJ06+wb5OLOe9SerKGzsHN0e5mbLg4nerIr1wPoqfWkBhgaHKc1oJv9IPQ1ln16Djb054TPdCJvhftVR2nMMDg6yfds2In29KE09TsmpY/R3d4/ut9TqCJo2g+DpyXiGTUExxoj2daOnHQq2yKK24ghwTj5I4DsTIu6WO4pZXbpxkvi/ujxifWSuRkeJiOwtwomiAzga5K/cLEZ02OsLcfvlL25rESsQCMYfSZIwj4qiedVdxP/pDfqOHKVj8ya6jxylNyOD3owMGn/2M2yXLkV3z91YxMePyfXAxlzNw9N9eCjRmzM1Haw/Wc227HoKGoz88ONcfr6jgLtiPHgw0ZspHtorflyVWknodDdCp7vRVt9F/tF6ik420tneR+qWCk5tq7zmKC3IecfeU6IJiE1g4VeepjLrDCWpxyhNP0mPoYOslB1kpezAwsaWwKnTCU5MxmtKNMox2p5NKJb2EP8leXQ2Qv4nsqitSYXKI/LY8V3wnytHakNXgIXuxs5ZcMtzE//H3Fj+/Oc/89prr9HY2Eh0dDRvvPEG06ZNu9HTuiTFR/bjgwJJ5YlnYxZ9kbHo7rrzRk9LIBDcwkgaDbZLl2C7dAmDTU0YPv4Ew6ZNslftpk0YNm1C7eON7u570N69akyuB5IkEedtR5y3HT9aGcam03WsT62irKWb909V8/6paqK9dDyY6M0dUe5YaK48yungbs2sNcEkrQqg7EwLeUfqaCg1UJHVSkVWK9b2ZoQnuxM2wx1ru6uP0ipVagLipxEQP43hoUGqc7MpPimL2t5OIzn795Czfw9mVlYEJkwnKDEZn6hYVDdzRM7G9dP2uB3VkLdZFrUNWVC2Tx7bNBC4SE5RCFkmGi8IJgQhZD+HDRs28Pzzz/PWW2+RmJjI66+/zpIlSygqKsLZ+eZrVVjdU45boQoYQa0KxrlpIxH/+GDM3o8CgUBwpahdXHB88gkcnvgqvadP07FpE8aduxisqqbl9ddp+eMfsZqZjO6ee7CePx+F5sqLtj6LzlLDYzP9+HKyL6kV7axPrWZXbgNZNR1k1XTw02353BvnycNJPgQ4XXkLXpVGSUiiKyGJrrTXd5N/tJ7Ck3Iu7amtFaRtq8An0pGIWe54RzhcdZQWZFHrFxOPX0w8i4afoSY/h5LUY5ScOkGPoYO8Q/vIO7QPjYUlAfHTCEqcgW9MPGrNTewBrvOG5G/Io61Mdj7I/RBaCqFouzzUlhC8FClsFYqRgRs9Y8EthMiR/RwSExOZOnUqf/rTnwAYGRnBy8uL5557ju9973tfeP/rlSNbVZTHjl/8gd7+TkwjnUgKLeEttgQ+tpDAdfdO2HknEyLf6NKItbk8Yn0uzZWuzUh3N8bde+jY9BG96Rmj25VaLbZ33IFuzWrMg4PHZU6tXf18mFHLe6nVVLf3jG6fFeTIo0m+zAt1RnkNwnNocJiy0y3kH62nvqRjdLu1nRnhM90Jm+GGtd2FrjDX8twZGRmmvrCA4tRjlKQeo0vfPrpPbWaOX0w8AVOn4x87FXPrKxfnN5SmfDlKm/sR6CtGNw8qLFBG3IkiarWchqAU/1/nEK87MiJHdgwMDAyQkZHBSy+9NLpNoVCwcOFCTpw48bn36e/vp7+/f/S20WgE5Cfk4ODghM3VJJno6a0/e0uJc583TncH47P6zgk972Ti3DqI9bgYsTaXR6zPpbnitdFosLpjJVZ3rGSgqorOTz7B+MkWhpub0f/3v+j/+1/Mo6OxXX0f1osXo7CwuOY5ac0UPD7Dmy9P9+JYeRvvpdawr6iFIyWtHClpxVNnzrpEL+6L88DuKiy8APzjHPCPc0Df2EPh8UaKU5vo0n8apfWKsCcs2RWvMHsUSumanzsuQSG4BIUwc92XaCwtpjTtBKWnTtDZ1jLqUyspFHiEhuMfNw3/+ERsnW6+bwlHsQ+C2d+DWS8iNWQi5W9Gyv8YdWc95GyAnA2YzLWYgpYyEroSk/88UN3eVpHidUfmaq5fRGQ/Q319PR4eHhw/fpyk82yrXnjhBQ4dOkRqaupF93nllVd49dVXL9r+3nvvYWk5sW0LqzZ8gkKSsDazxnJ6LGYuorhLIBDcxIyMYFlSgvZUGtb5+UgjIwAMm5tjjIvFkJjIgKvruJyqrQ+ONSk40SzRMyRHY9WSiThHE7PdRvC8xpRN0zD0NqnoqlEz0P5pPEhhNoKVxyCWnoOorcbnrdVkMtHf3kp3bSXdtVUMGPQX7Nfo7LHy9MXK0wczO4ebP6XMNIJ9dwke+lTcO05hPmQc3TWkMKfRNpoG3VSabKMYVt7eovZ2pqenh3Xr1l1RRFYI2c9wLUL28yKyXl5etLa2Xhf7rZSUFBYtWnRbfw1xKcT6XBqxNpdHrM+lGa+1GWppwfjJJxg//IihurrR7ebR0djedx/WS8YWpT1H3+Aw23Ia+c/JavIbPrXwivfW8VCiF4vDXdCorq2tbEdjDwXHGylJa6Kva2h0u8ZuiGlLgglKcEVtNn72Wh1NDZRnnKL89CkaigoxmUZG91k7OOIfNxX/uGl4hEWgVN18z9sLnjtKBVJtKlLhNhSF25A660ePM6nMMfnPlyO1QUvBfGLfS28WxOuOjNFoxNHRUaQWXAuOjo4olUqampou2N7U1ITrJaIEZmZmmJldnIivVquv2xPxep5rMiLW59KItbk8Yn0uzVjXRu3ujsXTT+P85JN0Hz9Bx4YNdB44QF9WFn1ZWbT++tdo77wT3Zo1mIdcey6tWq3mgURf1k7z4XS1nneOV7Ejp4GM6g4yqjtwsilm3TRv1iV642J7dVFAJy8tTvdrSb43iMrsVgqON1Cd18aAXsXR/5WTurmKoARnwpLdcfGzHXPE1MnTGydPbxLvuo8eo4GKM+mUpp2kMvs0XW2tZKfsJDtlJ2aWVvhEx+Efm4BfTDyWWt2YzjvejD53AubIY9mvoP60bOlVsAVJX4lUvANF8Q5QqOVc2vA7IWQFWDnc6OlPOLf7687VXLsQsp9Bo9EQHx/Pvn37WLVqFSAXe+3bt49nn332xk5OIBAIbkEkhQLrmclYz0xmsLkZw+aP6di4kcHaWvTr16Nfvx6LmBh0a9Zgu2zpNUdpJUki3seeeB97frgijPdP1bA+tYrmzn7+sK+EPx8oZVmkG48m+RDvY3dVolOpUhAQ50xAnDMdLV1s/c8R0GsxtvSRf6yB/GMN2LlaEjrDjZBEV6y0Y3chsLTVEjFnARFzFjA40E91ThZl6ScpyzhFj6GD4hNHKD5xBCQJ14Ag/GOn4h83FWdffyTFtUWgJwyFAjwT5LHoJ3L3sIItkL9FbpFbmiIP6Zvgmwxhd0LwUtB53eiZC24wQsh+Ds8//zyPPvooCQkJTJs2jddff53u7m6+/OUv3+ipCQQCwS2N2tlZtvH66lcuiNL2ZmbSm5lJ0y9+gXbVKuweeAAzf79rPo+zrTnfWBjE03MD2J3XyLsnKkmr1LM1q56tWfWEu9ny6Awf7orxwFx9dakBVjozbAMGWLYsgdaqbgqONVB6uhl9Yw8nNpVx8uNyfCMdCJvhhvcUB5TKsYtKtcZs1KvWNDJCQ2kRFWfSKT+dTnNlGY2lxTSWFnN843qsdHb4xsTjHzcVn8hYzCa4luOqkSRwi5LH/B9CS5EsaAs+kQVuxWF57PgOuEZByHIIXS7/frPnCAvGHSFkP4f777+flpYWXn75ZRobG4mJiWHXrl24jMHMWyAQCARXzmWjtP/5D/r//Aer5GTsHnoQ69mzka6xzatGpeCOaHfuiHYnr97Af05U8XFmHfkNRl78KIdf7Czk/gQvHprug5f91Qk+SZJwD7LDPciOWfcHU5LeRMHxBpoqjKPNFixsNYQmuhKW7Iad6/g0DJAUCtyDw3APDiP5/ofpam+jIjOD8tNpVOVk0t2hJ+/gXvIO7kWhVOIRGoF/bAK+MfE4eHrffAVjTiEw57vyaK+QI7VFO6H6JDRmy+PQL8HWQ268ELJcbpmruom9dwXjhij2mgCul48sCM+5L0Ksz6URa3N5xPpcmhu1NqaREbqPHUe/fj1dhw7B2bcvtacndg88gO7ee1DqdGM+T0fPAB+k1/DuiSpq9b2AHOhbEOrMI0m+zAx0vGwzhC9an/b6bgpONFB0soHezk9thlz9bQlLdicw3hmN+cTEmYYGB6kryKMiM43y0+noG+ou2G9tZ49PVCw+kTF4R8ZgpRtfJ5xxfe50t0LxbijaAWX7YfBT/2A0NhC4QG6TG7hQbq87CRCvOzLCR1YgEAgEtxySQoH1rJlYz5rJQE0N+vfep+OjjxisraX5tddoeeMNtHesxO7BBzEPDb3m8+gsNTwxO4DHZ/pzsKiZt49XcqSklb0FzewtaMbfyYpHpvtwb7wnNuZXLzbs3a1IvjeQ6av8qcppo+B4A1W5bTSWG2ksN3Lkf8X4xzoRMt0Vz1D7a+ogdilUajU+UTH4RMUw95Gvom+sp+JMOhVn0qnNz6VL3z7aXQzAycdvVNh6hEXcXB3GrBwh9kF5DPbK6QaF26F4F3Q1Qf7H8pCU4DMDgpfILXOdQkQKwi2EELICgUAgmHRovLxwefEFnL7+HIZt29D/dz39RUV0bPyQjo0fYpEQj/2DD2KzcCHSNUa2lAqJBWEuLAhzoayli/+cqOLDjFrKW7p5ZWs+r+0u4p44Tx5J8iHIxebqH1+pwD/GCf8YJ7oN/RSdbKTgeAMdTT0Un2qi+FQTVloNwYmuhEx3xcF9/Dt62bm6Y7fsTuKW3cnQwAB1RflU5WRSlXWG5soyWqoqaKmqIH3rJpRqNR6hEfhGxeITFYuTt+/NUzSmtpCFavASGBmRHRCKdsgpCM35UHlEHnt+CFovOUobtAj85oDZJOmUJvhchJAVCAQCwaRFYWGB3erV6O67j96MDNrXr6dzTwq96RnUpWegcnZGt/Z+7FavRuXkdM3nCXCy5pU7I/jOkhA2n67lnRNVlDZ38Z+TVfznZBUzAhx4dIYvC0KvrdOWldaMuCU+xC72pqnSSNGJRkrSm+g2DHBmTzVn9lTj5G1DyHRXgqe6YGFzdd3JrgSVRoNPZAw+kTGw7kv0GDqoys2iKvsMVTmZdLW1Up2TSXVOJqz/Nxa2Wvn4qFh8omKwsXcc9zldE+c7ICx4Wc6rLd4FJXug8hgYaiDj3/JQqMEnSY7UBi0Cp1ARrZ1kCCErEAgEgkmPJElYJiRgmZDAYFMTHRs2oN/wAUPNzbT+8Q1a//IWtkuXYv/gOsyjo6+5oMnaTMXDSb48NN2HE2VtvHOikpT8Jo6XtXG8rA0PnQUPTPXE7ho7jEqShKufFlc/LTNXB1GZ20rRyUaqctpoqe6kpbqT4x+W4j3FgZBEV/yiHFGqJyYqaqnVEZY8h7DkOZhMJtrraqnKOUNV9hlq8nLoNRooPHaIwmOHAHDw9MYnMgaviCg8wiKwsL76KPWEYO8H05+Wx0CPHJktOWvnpa/81AUh5Udg6ynn1gYtkr1rzW6SaxBcEiFkBQKBQHBLoXZxwenrX8fhqafo3L0b/X/X05uVhXHrVoxbt2IeEYHdQw9hu3wZis9pZnMlSJLEjEBHZgQ6UqvvYX1qNf87VU1dRy+/SSlBJSnJGM7ly8n+RHpqr+kcSrWCgFhnAmKd6e0coCS9iaKTjTRXdVKZ3UplditmlioCE1wIne46Lg0XLoUkSTh4euHg6UXcsjsZHhqkobiIyuwzVOWcoamslLbaatpqqzm9cwtIEk5ePniGR+IZPgXPsClY2l7bOowrGstPUxBMJmgrg9K9sqitPArGWjj9jjwUKvBO+jQNwTlcRGtvQoRrwQQgXAtuHsT6XBqxNpdHrM+lmYxr05uTi379eow7dmAaGABAqdOhW70auwfWonZ3H/M5+gaH2ZbdwNvHKsitN45uj/bU8mCiDyuj3bDUjD1+1F7fTVFqI0WpjXR3fNoeXetsQeh0V4KnuWLrOPbWvldDb1cnNblZVOdmUZOfS3tdzUXHOHh64x4aTnPvAHesexit47WnekwIAz1QdezTaG17+YX7bT0gYL4cqfWfKxebjTOT8X9rIrgaHSWE7AQghOzNg1ifSyPW5vKI9bk0k3lthtrb6fjwI/Tvv89QQ4O8UaHAZsF87B58EMvExDFHNQcGBvjLBzspU3ixM6+RwWH5bdbGTMXdcR6sS/Qm1HXs7w0jIybqivQUnWyk7EwzQwMjo/vcg3SETHclIM4ZM4vr/+Vrd4ee2oI8agtyqM3PpbWm6qJj7N095WhteCReYVOwtr/JWs+ei9aWpMjpCEN9F+53jfxU1HrPkKO9Y2Qy/2+NJ8J+SyAQCASCz0Flb4/jE1/F4bEv03ngAPr179Fz8iSdKXvpTNmLJjAA+wcfRHvnnSisrq1BgSRJ+NrA15ZH8vKdEWxMr+X9U9VUt/fw7okq3j1RRbyPHeumebMiyu2qO4edQ6GQ8AqzxyvMntkPBFOe2ULhiUbqivXUl3RQX9LB4feL8Y1yIHiqKz5THCYsn/azWOnsCEmaSUjSTAB6jAbqCvKoys2i4NQJBgx62utraa+vJXvvLgB0rm54hkXiFT4Fj9AIbJ2cb2xzBocAeSQ+Kdt7VR6D8gNQfgiacuQuY405cPwNUGrAK/GssJ0H7jGguLa/q+DqEEJWIBAIBLcdkkqF7aJF2C5aRH9JCe3vvYfhky0MlJbR+OpPaP7t79Dec7fcCtfv2lvhOlqb8fTcAJ6c7c+xslbeS61mT34TGVV6Mqr0/GRbPvfGebIu0ZtA52u3gdKYqwid7kbodDc62/soPtVI0clG9I09lJ1uoex0CxoLFQFxTgRPdcE92G5c/Wm/CEtbLUGJM/CNm0q3ozvzZ8+iqbSY2oIcavJzaamsoKOxgY7GBnIP7AHk5gzuwWG4h4TjHhKKs28AStUNki1qCwhaKA+ArhaoOCQL27KDcm7tOYuv/T8FM1vwng4+yXKXMbdoUN6+EdaJRAhZgUAgENzWmAUF4fbjH+P8/PMYNm9Gv/49Bqqq0L/7H/Tv/germTOxW7cO6znX3gpXoZCYFeTErCAnmo19fJBew/unaqjr6OVfxyr417EKEv3sWZfozdIprpiprj2aZ2NvTvxSX+KW+NBa00VxWhMlaU10d/RTcKyBgmMNWGk1BE51IXiqC07eNtc98mlubUPg1OkETp0OQH9PN3WF+dTk51Cbn0NzZTld+naKU49RnHoMAJXGDNeAINxDws624A3FwmZi0/cuibUTRN4nD5NJzqctPwDlB2UHhD6DbPdVIoty1FbgnfipsHWPA9X4W6jdjgghKxAIBAIBoLSxwf6RR7B76KELWuF2Hz1K99GjqD080K29H91996Gyu/bWrc625jw7P4in5wZyuLiF9anV7C9sIrWindSKduytNKyO9+SBad74Ol5begPIKQ5O3jY4eduQdHcADSUdFKc1UXa6mW7DAFl7a8jaW4POxZLgaS4EJbigcxl7nue1YGZphX/cVPzjpgIw2N9HU1kpdUX51BcXUF9cSF9XJ7UFudQW5I7ez97dE/eQcGIWL8fFP/CGzB1J+jQNYepXYGQYmnJlF4TKY3IBWV+H3Ea3bL98H5UFeE2TRa1PMnjEg9r8xsx/kiOErEAgEAgE53FBK9zqavT/2yC3wq2ro+W3v6P1jT9hu2wZdg+uwyIq6prPo1RIzAt1Zl6oM/UdvWxIq2FDWg2Nxj7+ericvx4uJznQgQcTfVgU7oJaee35rQqFhEeIHR4hdsy+P5iqvDZK0pqoyG6lo6mHU1srOLW1AmcfG4KnuRKY4IyV9sa1o1WbmZ8tBJsCIPvY1tfKorZIHudybNvrawlOnHHD5noRCqWcSuAWDUnPyJ3GmvNlQVt5VP7Z0yanJlTIHrwozcBzKgqv6Th2qmBwLqhvAruySYAQsgKBQCAQXAKNtzcuL3wXp68/h3H7DvTr19OXn4/hk08wfPIJ5lOmYLdunexJa37tETV3nQXfWhTMc/MD2V/YzHunqjlU3MKx0jaOlbbhaG3G6gRP7k/wGlOUFmR/2nOtcQf6hijPbKHkVBM1Be00V3XSXNXJsQ9L8AixI3iaK/6xTjfE+eB8JEnCwcMLBw8vIuctBqC300h9cSH1xQW4BYfe0PldFoUCXKfII/FJORWhpQiqzkZsK49CdzNUHUVZdZRkwPSb38pRWt9k2RHBMwEsdDf6Sm5KhJAVCAQCgeALUJibo7v3HrT33E1fVhbt771H585d9OXm0vD979P8q1+hve9e7B54AMnF5ZrPo1IqWBzhyuIIV2rae/hfWjUb0mpp7ernLwfL+MvBMpL8HVg7zYslEa7X7HhwjvOLxHqMA5RmNFF8qommCiO1hXpqC/Uceq8I30gHAuKd8Y10RG12c1TjW9jYEhA/jYD4aTd6KleHJIFzqDymfuVsY4ZSqDzKSMUR+ov3YzGoh5qT8uC3gCS3z/VOlN0RvBLB3l80aEAIWYFAIBAIrhhJkrCIicEjJoahF1+UPWk3/I+h+gba//kv2v/1byyTk7EK8Me0eDGMwQvUy96S7y4J5ZsLg9mb38T/0mo4XNLCifI2TpS3obNUc3esB2unehPiOvZWqpa2GqLmeRE1zwtDSy8laY0Un2qSnQ/OtFB2pgWVWoFPpAMBcTeXqJ3USBI4BoFjEMPRD7Fn+3aWzwhHXZsqpyHUpMrFZC0F8sh4W76fpcOnotYrUbb8Ul/fRhg3A0LICgQCgUBwDagcHHB88gkcvvI4XQcPol//Ht3Hj9Nz9CgeR49StWs3ujWr0d13H+oxRGnVSgXLIt1YFulGXUcvH6TVsDG9hnpDH/8+Vsm/j1US661j7VQvVka5Y2U29rd2rZMFCcv9iF/mS2tNF6UZTZRmNGNs7Ru18zonagPjXfCZ4iBE7XghSWDnB87BEPewvK2rBWpPQfVJqDkF9WfkPNuiHfIAUKjh8d1ySsJthBCyAoFAIBCMAUmpxGbBAmwWLGCgspK2//2Ptg82QlMTrW/8idY3/4LN/Hno7l+L1YwkJMW1F215nM2l/fqCIA6XtLDhVA17C5o4U93BmeoOXt2az4pIN9ZM9SLBx27MtlrnOx9MXxVAS3UnZaebhai93lg7QegKeQAM9UND9tn0g1SoTpWFrWPIjZ3nDUAIWYFAIBAIxgmNry+O3/42aYGBzFSpMH74Ib3pGaOdw9ReXtjdvwbtPfegsre/5vMoFRLzQpyZF+JMc2cfm07XsSGthorWbjZm1LIxoxY/RytWJ3hyb5wnLrZjt3aSJAlnH1ucfWxHRW1pRjNlpz8jajUKfKY4EhjvLETtRKEyA6+p8uA5Oc+2swHMrr2pxmRFCFmBQCAQCMYZk1qNzfLl2K9aRX9JCfoNH2D45BMGa2po/s1vaf7DH7FdtAjd2vuxnDp1TJFTZxtznpojdw9Lr9LzQVoN23MaqGjt5te7ivjN7iLmBDuxJsGLBWEuaFRjb1N7vqhNuvvzRK38+2dFLdenQ+7thySBrfuNnsUNQQhZgUAgEAgmELOgIFx/+AOcn/8Wxp070f9vA305ORh37MC4Ywcaf3/s1t6P9q67UGqv3TtUkiSm+toz1deeV+6MYHtOAxvTa0ir1HOgqIUDRS3YW2lYFePBmqmehLqOT1esqxG13hH29JhUDPYPox5DIZxAcA4hZAUCgUAguA4oLC3R3XsvunvvpTcvj44NH2DYto2B8nKafv4Lmn/7O2yXL8du7f2YR0WNKUprZaZiTYIXaxK8KGvp4sOMWj7KqKW5s3+0JW6Up5bVCV7cGe2O1mJ8ROWlRG1pRjOdbX2Un2kFLPhP/slPI7WRDqg1Iv1AcG0IISsQCAQCwXXGIiICi5+8ivML38W4dSv69/9Hf3Exhs2bMWzejFloKLr77kN75x0obccWOQ1wsubFpaF8e1Ewh0ta+CCtlr0FTWTXGsiuNfB/2/JZEuHK6gRPZgQ4olSMjzfp54na4rRGco9VM9TLBZFa30hHAuKEqBVcPULICgQCgUBwg1BaW2P3wAPo1q6lNzOTjv9twLhrF/2FhTT93//R/Npr2C5dgm71aizi48cUpVUpFcwPdWF+qAttXf1sPlPHB+k1FDd1sSWrni1Z9bjamrMq1oP74j0IdB67N+05zolaO3cLWlUFTIucRWVmO6Wn5UjtuajtuZxa/1hHfKY43vCOYoKbH/EMEQgEAoHgBiNJEpaxsVjGxuLy0vcwbNlKx8aN9JeUYPhkC4ZPtqDx85OjtHevGpPjAYCDtRlfmeXP4zP9yK41sDGjhq1ZDTQa+3jrUBlvHSoj2lPLvfGe3BHljp2VZpyuVK5LcvK2wT3AnqR7Amiu6qQso3lU1J6L1CqUEh7BOvyinfCLdsTabuzOC4JbDyFkBQKBQCC4iVDqdNg/8jB2Dz9EX3Y2+o0bMe7YyUBFBc2vvUbz669jM38+utWrx+xLK0kS0V46or10/GhlOPsKmvkoo5aDxS1k1RrIqjXw0235zA915t44T+aGOI+L68H553fxtcXF13ZU1JafaaEiqwV9Yw81BXpqCvQc/l8xzj42+EU74hfthL271Zg9cgW3BkLICgQCgUBwEyJJEhbR0VhER+PyvZcwbt9Ox4cf0peTQ+fu3XTu3o3awwPdffeiveeeMXUPAzBTKVke6cbySDdau/r5JLOeTadryas3sjuvid15Tdhbabgz2p174zyZ4mE7rmLyAlF7dwAdTT2UZ7VQkdlKY4WB5qpOmqs6Sd1Sga2jOX4xTvhHO+EaoEUxTnm9gsmHELICgUAgENzkKK2tsLt/DXb3r6GvsJCODzZi2LqVwbo6Wv7wR1re+BNWs2aiu+debObNRdKMLRXA0dqMx2f68fhMPwobjXyUUcvHmfW0dPbz9vFK3j5eSbCLNffGebIq1mNcGi58Fp2LJXGLfYhb7EOPcYDK7FYqslqoKdBjbO0ja28NWXtrMLdW4xvpgM8UR7zD7dGIvNrbCvHXFggEAoFgEmEeGorryz/C+bvfoXPPHvQbN9KbnkH3ocN0HzqM0s4O7Z13oL3nXsxDgsd8vlBXW36wIpwXl4ZypLSVjzJq2ZPfRHFTF7/YWcivdhWSHOjI3bEeLI5wxdps/KWFpa2G8JnuhM90Z6BviJqCdioyW6nMaaWva5DCE40UnmhEoZBwC9KdFbYO6FwsRQrCLY4QsgKBQCAQTEIUFhZo77oL7V130V9RgWHzxxg2b2aopYX2d96l/Z13MZ8yBd2992C7YsWYbbxUSsVoW1xD7yA7chr4KKOW9Co9R0paOVLSirk6h8XhrqyKdWdWkBNq5fi38tKYqwiIdSYg1pmR4RHqSw1U5rRSldNGR1MPdUV66or0HPuwFFsnC3ynOOAb6Yh7kA6lWrQWu9UQQlYgEAgEgkmOmZ8fzs9/C6evP0fX0aMYPtpE54ED9OXm0pibS9Mvf4XN4sXo7r0Hy2nTxlQgBqC1UPPANG8emOZNVVs3H5+p55PMOspbu0etvOytNKyMcmNVrAexXroJiYwqlAo8Q+zwDLFj5n1BdDT3UJXTRlVuK3UlHRhbesk+UEv2gVpUZkq8Qu3wjXTEO8IBazuzcZ+P4PojhKxAIBAIBLcIkkqFzdy52Mydy1B7O4YtWzB89BH9JaUYt27FuHUrag8PtPfcjfauVWg8PcZ8Th8HK76xMIivLwgku9bAx5l1bM1qoLWrn3dPVPHuiSp8HCy5K8aDlVOcx+EqL43O2RLdAkuiF3gx0DdEbYGeytxWqnLb6DEMUJHVSkVWKwB2blZ4h9njFW6Pe5AOtZloxDAZEUJWIBAIBIJbEJW9PQ5f+hL2jz5KX24uHR99hHHbdgbr6mh940+0vvEnLKdNQ3v33dguXoTCympM5zvfyusHy8M4VtbGJ2fq2JXXSFVbD3/cV8If95XgbaWk2a6KVbFeONlMXFRUY67CP9YJ/1gnTCMmWmu75BSE3DaaK43oG7rRN3STtb8GhUrCLUCHd7g9XmH2OHpaIwknhEmBELICgUAgENzCSJKERWQkFpGRuLz4Ip0pKXRs3kzPyVR6Tp2i59QpGn/6U2wXL0a7ahWW06aOOfVApVQwJ9iJOcFO/N/AECn5TXx8po7DJa1Ud8PPdhTxy13FJAc6cle0O4siXLA1V4/TFV+MpJBw8rbByduGqSv86OsepLZQT01BO9X5bXS194/m1p7YXIaFjRrPUFnUeoXZizSEmxghZAUCgUAguE1QWFigvfNOtHfeyWB9PYYtW+jYvJnBqmoMH3+M4eOPUbu7o121Cu2qu9B4e4/5nJYaFXfFeHBXjAeN+i5e27CfsmF7MmsMHC5u4XBxC5rNCuYGO7Ey2p2FYc5YaiZWnphbqQmMdyYw3hmTyYShuZfq/HZqCtqpK9LT2zlISVoTJWlNANi7W8mi9lwagkakIdwsCCErEAgEAsFtiNrdHcennsLhySfpPZOJYfNmjDt3MlhfT+ubb9L65ptYJMSjW7UKm6VLUVpbj/mcDtZmzHYz8cvlidQZBvgks56t2fWUNnexJ7+JPflNmKsVLAh1YWWUG/NCnTFXT6xolCQJnYslOhdLouZ5Mjw8QlO58Wy0tp3mKiPt9d2013eTtU9OQ3AP1OEVZo9nqB2OXjaiIcMNRAhZgUAgEAhuYyRJwjIuFsu4WFx+8H069+7D8PHHdB87Rm96Br3pGTT+38+wWbAA7V13YjVjBpJq7PLB1/HTIrGipk62ZTWwNbueqrYetuc0sD2nASuNkkXhLqyMcmdWsCNmqomPhCqVCtyDdLgH6Ui805++rkFqi/TU5LdRnd9Ol76f2kI9tYV6ADTmStzOHu8RbIeTlzWKCbAdE3w+QsgKBAKBQCAAQGFujnblCrQrVzDY2Ihhy1YMH3/MQHk5xu3bMW7fjtLREe2K5djeeSfm4eFjttWSJIlQV1tCXW359uJgcuuMbMuuZ1t2A3UdvXycWc/HmfXYmKtYEuHKyig3kgMdJ8Sj9vMwt74wDaGjqYeagnZqCvTUl3Qw0DskW37ltAGgNlfiFqDDI/issPUWwnYiEUJWIBAIBALBRahdXXF84qs4fPUr9OXkYPhkC8YdOxhubR1tuKAJDEB7511o71iJ2s1tzOeUJIlITy2Rnlq+tyyUMzUdbMtqYHtOPU3Gfj7MqOXDjFrsLNUsneLGHVFuJPo7oLxOX+1LkoSdqxV2rlZEzfNiZMREW20XdcV66oo7aCjtoL9niOq8NqrzzgpbMyVugVo8gu1wD9Lh5GODUgjbcUMIWYFAIBAIBJdEkiQsoqKwiIrC5Xsv0nXkKIYtW+jav5+B0jJafvc7Wn7/e9nK6847sVmyeFzyaSVJIs7bjjhvO364Ioy0yna2ZTewM7eB1q4B3j9VzfunqnG0NmN5pCsro9xJ8LG7rvmqivPcEGIWeo8K2/qSDuqK5YitLGzbqc5rB0BlpsQ9QIv7uYitELZjYtII2Z/97Gds376dzMxMNBoNHR0dFx1TXV3N008/zYEDB7C2tubRRx/lF7/4BarzcnkOHjzI888/T15eHl5eXvzwhz/kS1/60gWP8+c//5nXXnuNxsZGoqOjeeONN5g2bdoEX6FAIBAIBDc3klqNzfx52Myfx7DRiHH3boyfbKEnPZ2e1FR6UlNp/OlPsZk/H9s7VmKdnIyk0Yz5vAqFRKK/A4n+Dvz4jnBSK9rZll3PztzGCxovuNqaszzSjTui3YiZoG5iXzTPc8I2eoEXphETbfVd1BWdFbalHfR3D1GdLxeSAajUCpx9bXEL0OLka83I4HWd8qRn0gjZgYEBVq9eTVJSEv/85z8v2j88PMyKFStwdXXl+PHjNDQ08Mgjj6BWq/n5z38OQEVFBStWrOCpp55i/fr17Nu3j6985Su4ubmxZMkSADZs2MDzzz/PW2+9RWJiIq+//jpLliyhqKgIZ+eJ7UgiEAgEAsFkQWlri93q1ditXs1AbR3GbVsxfLKFgYoKjDt2YNyxA4VWi+3iRdguX47lOAWEVEoFyYGOJAc68pO7pnC0tJVtWQ3syWuk0djHv45V8K9jFXjaWbAiyo07otyJcLe97qIWZP9aR08bHD3PF7bdsqgt7qC+pIO+7kHqS+TfZWzYmJuBW6AOV38tbgFatM4WN2T+kwHJZDKZbvQkroa3336bb37zmxdFZHfu3MnKlSupr6/HxcUFgLfeeosXX3yRlpYWNBoNL774Itu3byc3N3f0fmvXrqWjo4Ndu3YBkJiYyNSpU/nTn/4EwMjICF5eXjz33HN873vf+9w59ff309/fP3rbaDTi5eVFa2srtra243n5FzE4OEhKSgqLFi1CrZ44M+nJilifSyPW5vKI9bk0Ym0uz+28PiaTif78fDq3baNr126GW1tH9ykdHbFctJA8OztmPv44mnGI1J5P/9AIR0ta2Z7byL7CFnoGhkf3+dhbsnyKC0siXAh3s7lpRKFpRC4ea6ropLHcSGO5AWNL30XHmVurcfGzxdXfFhd/Gxy9bFCpb910BKPRiKOjIwaD4Qt11C0jZF9++WW2bNlCZmbm6LaKigr8/f05ffo0sbGxzJ49m7i4OF5//fXRY/7973/zzW9+E4PBwMDAAJaWlnz44YesWrVq9JhHH32Ujo4OPvnkk8+d0yuvvMKrr7560fb33nsPS0vLsVyuQCAQCASTk5ERLMrLscnKxiYnB2Vv7+iuQTsdndHRGKOjGXBzg3EWlgPDkN8hcaZVIq9DYnDk08e3NzMRZW8i2n4EXxu42Sxgh/slBjqU9OuVDHQoGDAoYeQzk5RMuM/vQjG+nwVuGnp6eli3bt0VCdlJk1rwRTQ2No5GYs9x7nZjY+NljzEajfT29qLX6xkeHv7cYwoLCy957pdeeonnn39+9Pa5iOzixYtFRPYGI9bn0oi1uTxifS6NWJvLI9bnYkyDg/ScOIFx23Y69+1Dre/A/uAh7A8eQu3vj83SpVgvX4bGx2fczrnq7M/u/iH2F7WwO6+JwyWttPePcLBB4mCDAidrDQvDnFkc7kKin911s/S6FOeeO3c+NG/0uTM8OEJrbReN5Uaayo00VRhRmSlZuWr2DZ3rRGI0Gq/42BsqZL/3ve/xq1/96rLHFBQUEBoaep1mdG2YmZlhZnZxH2a1Wn3dXsSu57kmI2J9Lo1Ym8sj1ufSiLW5PGJ9zkOtRrNgAVazZ5P58cfMsrCke/duug4dYrC8nPY336T9zTcxDw/HdsUKbJcvGxc7LwCdWs098d7cE+9N78Awh0ta2J3bSEpBEy1dA7yfVsv7abVoLdQsDHNh6RRXZgU5TnhHsctx/nNHrQbPYDM8gx0AOX2jr2vwln5uXc213VAh++1vf/six4DP4u/vf0WP5erqyqlTpy7Y1tTUNLrv3M9z284/xtbWFgsLC5RKJUql8nOPOfcYAoFAIBAIrh2TRoP1ksXYrVzBcGcnnXv3Ydyxg+7jx+nLz6cvP5/m117DIj4e2xXLsV2yBJWDw7ic20KjZEmEK0siXBkYGuFEeRu7chtJyW+ktWuAj07X8tHpWiw1SuaFOrM0wpV5oc5Ym908X2BLkoSFzS2aU3AN3NC/jJOTE05OTuPyWElJSfzsZz+jubl51F0gJSUFW1tbwsPDR4/ZsWPHBfdLSUkhKSkJAI1GQ3x8PPv27RvNkR0ZGWHfvn08++yz4zJPgUAgEAgEMkobG3R3r0J39yqG2tvp3LMH47bt9GRk0Ht2NP3s51hNn47t8uXYLFqIcpxS9jQqBXOCnZgT7MT/rZpCemU7u/Ia2Z3bSL2hj+3ZDWzPbkCjVJAU4MDCcBcWhjnjprUYl/MLxoeb5yPGF1BdXU17ezvV1dUMDw+PFnUFBgZibW3N4sWLCQ8P5+GHH+bXv/41jY2N/PCHP+SZZ54Z/dr/qaee4k9/+hMvvPACjz32GPv37+eDDz5g+/bto+d5/vnnefTRR0lISGDatGm8/vrrdHd38+Uvf/lGXLZAIBAIBLcFKnt77NauxW7tWgYbGzHu3IVx+3b6cnPpPnaM7mPHaHzlFazmzEa7fDnW8+ahsBgfUak8z6f25ZXh5NQZ2JXbyK7cRspbuzlU3MKh4hZ+9DFEemhZGObCwnBnwt1ujK2X4FMmjZB9+eWXeeedd0Zvx8bGAnDgwAHmzp2LUqlk27ZtPP300yQlJWFlZcWjjz7KT37yk9H7+Pn5sX37dr71rW/xhz/8AU9PT/7xj3+MesgC3H///bS0tPDyyy/T2NhITEwMu3btuqgATCAQCAQCwcSgdnXF4ctfwuHLX2Kgqgrjzp0Yt2+nv6SUrr376Nq7D8nSEpt587BdsQLrmePTeAHkr+6jPHVEeer47pIQylq62VvQREp+E6er9eTUGcipM/D7vcW4a81ZGO7CgjAXEv3sb2he7e3KpBGyb7/9Nm+//fZlj/Hx8bkodeCzzJ07lzNnzlz2mGeffVakEggEAoFAcBOg8fHB8amncHzqKfqKizFul5stDNbUYNy+HeP27ShsbbFZvAjbZcuwmjYNaZwKoSRJItDZmkBna56aE0BrVz/7C5vZm9/EkZJW6g19o13FLNRKkgMdmBvizLxQZzx0IgXhejBphKxAIBAIBILbG/PgYMyDg3H65jfoy8mRheyOnQy1tGD48CMMH36EUqvFesECbJcsxjIpCcU4Nl5wtDZjTYIXaxK86Bsc5lhpK3sLmthf2EyTsZ+9Bc3sLWgGIMTFhrmhTswLcSbe58Zbe92qCCErEAgEAoFgUiFJEhZRUVhEReH8wgv0pGdg3LGDzpQUhtvbMWzahGHTJhTW1ljPn4ftkiVYJSejMDcftzmYq5UsCJPTCkwmEwUNnRwoauZAYTOnq/UUNXVS1NTJXw+VY2OmYlawI/NCnJkT4oSzzfjN43ZHCFmBQCAQCASTFkmpxCpxGlaJ03B9+Uf0pGfQuWcPnXv2MNTSgnHLVoxbtso5tXPnYLN4MdazZ6MYx86bkiQR7m5LuLstz8wLpKNngMMlrRwobOZQcQvt3QPsyGlkR47coCnSQ8u8ECfmhDgR7alDJaK114wQsgKBQCAQCG4Jzhe1Lj/4Pr2ZmXTu3oNxzx6GGhow7tiJccdOJHNzrGfNxGbxEqznzUVpbT2u89BZargz2p07o90ZHjGRXdvBgcJmDhS1jBaL5dQZ+OP+UmzMVSQHODI72IkZ/rpxncftgBCyAoFAIBAIbjkkhQLLuDgs4+Jw/t6L9OXkyD61u/cwWFNDZ8peOlP2IqnVWCUny5HaeXNR2dmN6zyUColYbztive14fnEIzZ19HCpq4WBRC0dLWzH0DrIrr5FdeXK01tlcSfpIAclBzkz3t0dnKZofXA4hZAUCgUAgENzSnJ9T6/Ttb9NfWIhx9246d+9hoKKCroMH6Tp4EJRKLOPisJ4/H5sF89F4e4/7XJxtzFmd4MXqBK/RaO2RklYOF7dwpqaD5j74T2oN/0mtQZIg3M2WGQEOJAU4MNXXHhvzW7c17bUghKxAIBAIBILbBkmSMA8LwzwsDKdvfIOB0lKMu+Wc2v7iYnrS0uhJS6P5V79CExiAzfwF2CyYj3lkJJJifHNZz4/Wfn1BEO2dPfxp4176db6kVuopbe4ir95IXr2Rvx+pQKmQiPTQkhTgwIwABxJ87LHQ3N7etULICgQCgUAguC2RJAmzoCCcgoJwevYZBmpr6dq/n879B+hJS2OgtIy20jLa/vY3lE6O2Mydh/X8eVglJY2rA8I5bMzVRDuYWL48DLVaTbOxjxPlbZwsb+N4WRtVbT1k1nSQWdPBXw6WoVZKxHrZMT3AgSR/B2K9dbddUwYhZAUCgUAgEAgAjacn9o88gv0jjzBsMNB1+Aid+/fRffgIwy2tdGzcSMfGjUgWFlglz8Bm/oIJyas9h7OtOXfFeHBXjAcAdR29nChrOzvkhgynKts5VdnOH/eVYKZSEO9jN5qKEOWpu+X9a4WQFQgEAoFAIPgMSq0W7R0r0d6xkpGBAXpOpdG1fx+d+w8w1Ng42ioXhQKL6Gis58zGevZszMLCkCRpQubkobPgvnhP7ov3xGQyUd3ew4kyOVp7oryNls5+jp+9DWCpUTLV1340FSHCXYtSMTFzu1EIISsQCAQCgUBwGRQaDdYzk7GemYzLj35EX34+XfsP0Ll/P/0FBfSeOUPvmTO0vP4HVE5OWM2ehfXsOVjNSEJpYzMhc5IkCR8HK3wcrFg7zRuTyURZS5ccrS2Xo7b6nkEOFbdwqLgFABtzFQk+diT42pPgY0e01+RPRRBCViAQCAQCgeAKkSQJi4gILCIicHruWQYbGug6fISuw4fpPnFCbpf70SYMH20ClUp2QZgzB+s5s9EEBExYtFaSJAKdbQh0tuHhJF9GRkwUNXXK0dqyNlIr2ujsG+JAUQsHimRhq1ZKTPHQXiBuHazNJmR+E4UQsgKBQCAQCATXiNrNDbv712B3/xpGBgboTU+n69Bhug4fZqCigp5Tp+g5dYrm115D7e6O1axZWCXPwGr6dJS2thM2L4VC4v/Zu++4uK4z8f+fmWHozNB7EU2AJCQk1FDv3ap2YjvxOok3xXGK490U7yZO2ZJdZzd1k/j3zW7sZNd2HNuSULO6hBpqSKiCBIje69CZdn9/DJrRWMWSrREMPO/XixfinMvMmaMLPHPuc5+TEaUjI0rHc3MSsVgVrtZ1cqaijbOVbZytaKepa4DzVR2cr+rgD0fLAUgK9SM7IYipY2zBbVKon8uC74dBAlkhhBBCiIdA7emJ36xZ+M2aRcTL38NYWWlfre09dQpTXR0d77xDxzvv2HJrMzPxmz0bv9mz8Jk40aVj06hVlB/WOAABAABJREFUZMbqyYzV84U5iSiKQk1732Bg287ZijauN3Zzo6WHGy09vFtQA0CwnydT4gOZHB/ElPggpiQE4uUxfNIRJJAVQgghhHABz4QEgp9JIPiZz2Lt66Pn1Cl6jp+g58QJjGVl9F24QN+FC7T87neo/fzwmT4dvU6Hcfx4PFyYhgC2VIS4YF/ign3ZOCUWgI5eI+eq2jlb0c7ZynYuVHfQ1mNkf1ET+4uaADj+vUXEBPq4bFwPSgJZIYQQQggXU/v4ELBgAQELFgBgqq+n58QJe2Br6eig59AhIoCq3Fy0MTG21d3Zs/GbOQNNYKDLxxjo68mi9AgWpUcAYDRbuVxn4FxlO+erOqjp6CNa//Dr534SEsgKIYQQQjxi2qgoAjdtInDTJhSrlf6rRXQePULNjh34VlZhqq21161FpcIrIx2/adPxnT4N3+zsRxLYenqobekE8a6pk/swSCArhBBCCDGEVGo1PhPG45E2lpPR0axYsABTYSE9J07Qffw4xtIyBq4WMXC1iLY//ckW2Kal2YLaadPwnTrVZZsyDHcSyAohhBBCDCNqX9/Bkl3ziQBMTU30njlD7+kztq1zb9xgoLiYgeJi2v/8vwB4jR2L7/Tp9uB2tAS2EsgKIYQQQgxj2vBw9KtXo1+9GgBzczO9Z8/Sc/o0vafPYCwrY+D6dQauX6f9//4PAK/UVNtq7fTp+E6bikdIyFC+BJeRQFYIIYQQwo14hIWhW7kS3cqVAJhbWug9e3ZwxfY0AyWlDJSUMFBSQvtbbwHgmZKM77Rp+E2fbluxDQ0dypfw0EggK4QQQgjhxjxCQ9GtWIFuxQoAzG1t9J45O5iOcJqB69cxlpZhLC2j4+2/AOCZmIhP9hR8J0/GZ/IUPBPHDOuND+5GAlkhhBBCiBHEIzgY3fJl6JYvA8Dc3m5bsR3Msx24dg1jeTnG8nIM770PgCYwEJ+sLHymTMF3chbeEyag9hk+9WLvRgJZIYQQQogRzCMoCN3SpeiWLgXA0tFB77lz9J0/T+/58/Rfuoylo4Puw4fpPnx48Js88B43Dt/JWfhMnozf7NloAgKG7kXchQSyQgghhBCjiCYwkIBFiwhYtAgAxWikv6iI3vPn6TtfSN+5c5ibm+m/eJH+ixfhT38mMTcXTZoEskIIIYQQYhhReXriM2kSPpMmwedAURRMtXX0nT9P3/nz9BcX45WSPNTDvCMJZIUQQgghhJ1KpcIzNgbP2Bj0j60Z6uHck3qoByCEEEIIIcTHIYGsEEIIIYRwSxLICiGEEEIItySBrBBCCCGEcEsSyAohhBBCCLckgawQQgghhHBLEsgKIYQQQgi3JIGsEEIIIYRwS7IhggsoigJAZ2eny5/LZDLR29tLZ2cnWq3W5c/nbmR+7k7m5t5kfu5O5ubeZH7uTubm3mR+bG7GTzfjqXuRQNYFurq6AIiLixvikQghhBBCuKeuri70ev09j1Ep9xPuigditVqpq6sjICAAlUrl0ufq7OwkLi6O6upqdDqdS5/LHcn83J3Mzb3J/NydzM29yfzcnczNvcn82CiKQldXF9HR0ajV986ClRVZF1Cr1cTGxj7S59TpdKP6pP8oMj93J3NzbzI/dydzc28yP3cnc3NvMj985ErsTXKzlxBCCCGEcEsSyAohhBBCCLckgayb8/Ly4oc//CFeXl5DPZRhSebn7mRu7k3m5+5kbu5N5ufuZG7uTebnwcnNXkIIIYQQwi3JiqwQQgghhHBLEsgKIYQQQgi3JIGsEEIIIYRwSxLICiGEEEIItySBrBBCCCGEcEsSyLq53/72t4wZMwZvb29mzJjB6dOnh3pIj9yPfvQjVCqV00d6erq9v7+/nxdeeIGQkBD8/f3ZtGkTjY2NQzhi1zpy5AiPPfYY0dHRqFQqtm7d6tSvKAqvvPIKUVFR+Pj4sGTJEkpKSpyOaWtr4zOf+Qw6nY7AwECee+45uru7H+GrcI2PmpvPfe5zt51LK1ascDpmpM7NT3/6U6ZNm0ZAQADh4eGsX7+ea9euOR1zPz9LVVVVrF69Gl9fX8LDw/n2t7+N2Wx+lC/FJe5nfhYsWHDb+fOVr3zF6ZiROD+///3vmThxon03qpycHD744AN7/2g+b+Cj52e0njcPiwSybuydd97hpZde4oc//CHnzp1j0qRJLF++nKampqEe2iM3fvx46uvr7R/Hjh2z933rW99i+/btvPvuu+Tl5VFXV8fGjRuHcLSu1dPTw6RJk/jtb397x/5XX32VX//617z22mucOnUKPz8/li9fTn9/v/2Yz3zmM1y5coV9+/axY8cOjhw5wpe+9KVH9RJc5qPmBmDFihVO59Lbb7/t1D9S5yYvL48XXniBkydPsm/fPkwmE8uWLaOnp8d+zEf9LFksFlavXo3RaOTEiRP86U9/4o033uCVV14Zipf0UN3P/AB88YtfdDp/Xn31VXvfSJ2f2NhY/u3f/o2CggLOnj3LokWLWLduHVeuXAFG93kDHz0/MDrPm4dGEW5r+vTpygsvvGD/2mKxKNHR0cpPf/rTIRzVo/fDH/5QmTRp0h37Ojo6FK1Wq7z77rv2tqKiIgVQ8vPzH9EIhw6gbNmyxf611WpVIiMjlZ/97Gf2to6ODsXLy0t5++23FUVRlKtXryqAcubMGfsxH3zwgaJSqZTa2tpHNnZX+/DcKIqiPPvss8q6devu+j2jZW4URVGampoUQMnLy1MU5f5+lnbt2qWo1WqloaHBfszvf/97RafTKQMDA4/2BbjYh+dHURRl/vz5yje/+c27fs9omp+goCDlv//7v+W8uYub86Moct58UrIi66aMRiMFBQUsWbLE3qZWq1myZAn5+flDOLKhUVJSQnR0NElJSXzmM5+hqqoKgIKCAkwmk9M8paenEx8fPyrnqby8nIaGBqf50Ov1zJgxwz4f+fn5BAYGMnXqVPsxS5YsQa1Wc+rUqUc+5kft8OHDhIeHk5aWxvPPP09ra6u9bzTNjcFgACA4OBi4v5+l/Px8MjMziYiIsB+zfPlyOjs7nVafRoIPz89Nb775JqGhoUyYMIGXX36Z3t5ee99omB+LxcJf/vIXenp6yMnJkfPmQz48PzeN9vPmk/AY6gGIj6elpQWLxeJ0YgNERERQXFw8RKMaGjNmzOCNN94gLS2N+vp6fvzjHzN37lwuX75MQ0MDnp6eBAYGOn1PREQEDQ0NQzPgIXTzNd/pvLnZ19DQQHh4uFO/h4cHwcHBI37OVqxYwcaNG0lMTKSsrIx/+Id/YOXKleTn56PRaEbN3FitVl588UVmz57NhAkTAO7rZ6mhoeGO59bNvpHiTvMD8PTTT5OQkEB0dDQXL17ku9/9LteuXWPz5s3AyJ6fS5cukZOTQ39/P/7+/mzZsoVx48ZRWFgo5w13nx8Y3efNwyCBrHB7K1eutP974sSJzJgxg4SEBP7617/i4+MzhCMT7ubJJ5+0/zszM5OJEyeSnJzM4cOHWbx48RCO7NF64YUXuHz5slOuuXC42/zcmiudmZlJVFQUixcvpqysjOTk5Ec9zEcqLS2NwsJCDAYD7733Hs8++yx5eXlDPaxh427zM27cuFF93jwMklrgpkJDQ9FoNLfd+dnY2EhkZOQQjWp4CAwMZOzYsZSWlhIZGYnRaKSjo8PpmNE6Tzdf873Om8jIyNtuGDSbzbS1tY26OUtKSiI0NJTS0lJgdMzN1772NXbs2MGhQ4eIjY21t9/Pz1JkZOQdz62bfSPB3ebnTmbMmAHgdP6M1Pnx9PQkJSWF7OxsfvrTnzJp0iR+9atfyXkz6G7zcyej6bx5GCSQdVOenp5kZ2dz4MABe5vVauXAgQNOeTejUXd3N2VlZURFRZGdnY1Wq3Wap2vXrlFVVTUq5ykxMZHIyEin+ejs7OTUqVP2+cjJyaGjo4OCggL7MQcPHsRqtdp/wY4WNTU1tLa2EhUVBYzsuVEUha997Wts2bKFgwcPkpiY6NR/Pz9LOTk5XLp0ySnY37dvHzqdzn4Z1V191PzcSWFhIYDT+TNS5+fDrFYrAwMDo/68uZub83Mno/m8+ViG+m4z8fH95S9/Uby8vJQ33nhDuXr1qvKlL31JCQwMdLqzcTT4u7/7O+Xw4cNKeXm5cvz4cWXJkiVKaGio0tTUpCiKonzlK19R4uPjlYMHDypnz55VcnJylJycnCEetet0dXUp58+fV86fP68Ays9//nPl/PnzSmVlpaIoivJv//ZvSmBgoJKbm6tcvHhRWbdunZKYmKj09fXZH2PFihXK5MmTlVOnTinHjh1TUlNTlaeeemqoXtJDc6+56erqUv7+7/9eyc/PV8rLy5X9+/crU6ZMUVJTU5X+/n77Y4zUuXn++ecVvV6vHD58WKmvr7d/9Pb22o/5qJ8ls9msTJgwQVm2bJlSWFio7N69WwkLC1NefvnloXhJD9VHzU9paanyk5/8RDl79qxSXl6u5ObmKklJScq8efPsjzFS5+d73/uekpeXp5SXlysXL15Uvve97ykqlUrZu3evoiij+7xRlHvPz2g+bx4WCWTd3G9+8xslPj5e8fT0VKZPn66cPHlyqIf0yH36059WoqKiFE9PTyUmJkb59Kc/rZSWltr7+/r6lK9+9atKUFCQ4uvrq2zYsEGpr68fwhG71qFDhxTgto9nn31WURRbCa4f/OAHSkREhOLl5aUsXrxYuXbtmtNjtLa2Kk899ZTi7++v6HQ65fOf/7zS1dU1BK/m4brX3PT29irLli1TwsLCFK1WqyQkJChf/OIXb3tjOFLn5k7zAiivv/66/Zj7+VmqqKhQVq5cqfj4+CihoaHK3/3d3ykmk+kRv5qH76Pmp6qqSpk3b54SHByseHl5KSkpKcq3v/1txWAwOD3OSJyfL3zhC0pCQoLi6emphIWFKYsXL7YHsYoyus8bRbn3/Izm8+ZhUSmKojy69V8hhBBCCCEeDsmRFUIIIYQQbkkCWSGEEEII4ZYkkBVCCCGEEG5JAlkhhBBCCOGWJJAVQgghhBBuSQJZIYQQQgjhliSQFUIIIYQQbkkCWSGEEEII4ZYkkBVCCDfxuc99jvXr1w/Z8z/zzDP867/+630d++STT/Kf//mfLh6REGK0k529hBBiGFCpVPfs/+EPf8i3vvUtFEUhMDDw0QzqFhcuXGDRokVUVlbi7+//kcdfvnyZefPmUV5ejl6vfwQjFEKMRhLICiHEMNDQ0GD/9zvvvMMrr7zCtWvX7G3+/v73FUC6yt/+7d/i4eHBa6+9dt/fM23aND73uc/xwgsvuHBkQojRTFILhBBiGIiMjLR/6PV6VCqVU5u/v/9tqQULFizg61//Oi+++CJBQUFERETwhz/8gZ6eHj7/+c8TEBBASkoKH3zwgdNzXb58mZUrV+Lv709ERATPPPMMLS0tdx2bxWLhvffe47HHHnNq/93vfkdqaire3t5ERETw+OOPO/U/9thj/OUvf/nkkyOEEHchgawQQrixP/3pT4SGhnL69Gm+/vWv8/zzz/PEE08wa9Yszp07x7Jly3jmmWfo7e0FoKOjg0WLFjF58mTOnj3L7t27aWxs5FOf+tRdn+PixYsYDAamTp1qbzt79izf+MY3+MlPfsK1a9fYvXs38+bNc/q+6dOnc/r0aQYGBlzz4oUQo54EskII4cYmTZrE97//fVJTU3n55Zfx9vYmNDSUL37xi6SmpvLKK6/Q2trKxYsXAfiv//ovJk+ezL/+67+Snp7O5MmT+eMf/8ihQ4e4fv36HZ+jsrISjUZDeHi4va2qqgo/Pz/WrFlDQkICkydP5hvf+IbT90VHR2M0Gp3SJoQQ4mGSQFYIIdzYxIkT7f/WaDSEhISQmZlpb4uIiACgqakJsN20dejQIXvOrb+/P+np6QCUlZXd8Tn6+vrw8vJyuiFt6dKlJCQkkJSUxDPPPMObb75pX/W9ycfHB+C2diGEeFgkkBVCCDem1WqdvlapVE5tN4NPq9UKQHd3N4899hiFhYVOHyUlJbelBtwUGhpKb28vRqPR3hYQEMC5c+d4++23iYqK4pVXXmHSpEl0dHTYj2lrawMgLCzsobxWIYT4MAlkhRBiFJkyZQpXrlxhzJgxpKSkOH34+fnd8XuysrIAuHr1qlO7h4cHS5Ys4dVXX+XixYtUVFRw8OBBe//ly5eJjY0lNDTUZa9HCDG6SSArhBCjyAsvvEBbWxtPPfUUZ86coaysjD179vD5z38ei8Vyx+8JCwtjypQpHDt2zN62Y8cOfv3rX1NYWEhlZSV//vOfsVqtpKWl2Y85evQoy5Ytc/lrEkKMXhLICiHEKBIdHc3x48exWCwsW7aMzMxMXnzxRQIDA1Gr7/4n4W//9m9588037V8HBgayefNmFi1aREZGBq+99hpvv/0248ePB6C/v5+tW7fyxS9+0eWvSQgxesmGCEIIIT5SX18faWlpvPPOO+Tk5Hzk8b///e/ZsmULe/fufQSjE0KMVrIiK4QQ4iP5+Pjw5z//+Z4bJ9xKq9Xym9/8xsWjEkKMdrIiK4QQQggh3JKsyAohhBBCCLckgawQQgghhHBLEsgKIYQQQgi3JIGsEEIIIYRwSxLICiGEEEIItySBrBBCCCGEcEsSyAohhBBCCLckgawQQgghhHBLEsgKIYQQQgi3JIGsEEIIIYRwSxLICiGEEEIItySBrBBCCCGEcEsSyAohhBBCCLfkMdQDGImsVit1dXUEBASgUqmGejhCCCGEEG5DURS6urqIjo5Grb73mqsEsi5QV1dHXFzcUA9DCCGEEMJtVVdXExsbe89jJJB1gYCAAMD2H6DT6Vz6XCaTib1797Js2TK0Wq1Ln8sdyfzcnczNvcn83J3Mzb3J/NydzM29yfzYdHZ2EhcXZ4+n7kUCWRe4mU6g0+keSSDr6+uLTqcb1Sf93cj83J3Mzb3J/NydzM29yfzcnczNvcn8OLuf9Ey52UsIIYQQQrglCWSFEEIIIYRbkkBWCCGEEEK4JQlkhRBCCCGEW5JAVgghhBBCuCUJZIUQQgghhFtym0D2pz/9KdOmTSMgIIDw8HDWr1/PtWvXnI7p7+/nhRdeICQkBH9/fzZt2kRjY6PTMVVVVaxevRpfX1/Cw8P59re/jdlsdjrm8OHDTJkyBS8vL1JSUnjjjTdc/fKEEEIIIcQDcptANi8vjxdeeIGTJ0+yb98+TCYTy5Yto6enx37Mt771LbZv3867775LXl4edXV1bNy40d5vsVhYvXo1RqOREydO8Kc//Yk33niDV155xX5MeXk5q1evZuHChRQWFvLiiy/yt3/7t+zZs+eRvl4hhBBCiHuymKDyBBz8Z/i/TWC1DvWIHjm32RBh9+7dTl+/8cYbhIeHU1BQwLx58zAYDPzP//wPb731FosWLQLg9ddfJyMjg5MnTzJz5kz27t3L1atX2b9/PxEREWRlZfFP//RPfPe73+VHP/oRnp6evPbaayQmJvKf//mfAGRkZHDs2DF+8YtfsHz58kf+uoUQQgjx8bT0tRDkFYRGrRnqoTwcigKtZVB20PZRcRSM3Y7+pisQmTl04xsCbhPIfpjBYAAgODgYgIKCAkwmE0uWLLEfk56eTnx8PPn5+cycOZP8/HwyMzOJiIiwH7N8+XKef/55rly5wuTJk8nPz3d6jJvHvPjii3cdy8DAAAMDA/avOzs7AdsOHSaT6RO/1nu5+fiufh53JfNzdzI39ybzc3cyN/cm83N3rp6bfnM/55vPc7LhJCfrT1LSUcL/Lf8/xoWMc8nzPWx3nJ++dlQVR1DfOIyq/DAqQ7XT9yi+ISiJ87EmLkDxjYQRcN49yPnhloGs1WrlxRdfZPbs2UyYMAGAhoYGPD09CQwMdDo2IiKChoYG+zG3BrE3+2/23euYzs5O+vr68PHxuW08P/3pT/nxj398W/vevXvx9fX9eC/yAe3bt++RPI+7kvm5O5mbe5P5uTuZm3uT+bm7hzU3VsVKg6WBMnMZJeYSqsxVmHG+7+XdI+8yzWvaQ3m+R0Kxcib3/yPCcIGIzgsE9pajQrF3W1QetPmNpUk3geaACRh84kGlhlqg9sRDH063CUoMKq4ZVLQOwAvjXJ++0Nvbe9/HumUg+8ILL3D58mWOHTs21EMB4OWXX+all16yf93Z2UlcXBzLli1Dp9O59LlNJhP79u1j6dKlsi/zHcj83J3Mzb3J/NydzM29yfzc3cOYm/b+dvLr8zlef5yT9SdpH2h36o/wjWBm5ExmRs5keuR0gryDHsbQXWugC9WNQ1CyF3PRB3ibDU7dSli6bcU1cQFKfA6Bnn4EAmNdMBSTxcr56g6OlbRytLSVK/WdKI44mkmz5hMTePui3sN088r2/XC7QPZrX/saO3bs4MiRI8TGxtrbIyMjMRqNdHR0OK3KNjY2EhkZaT/m9OnTTo93s6rBrcd8uNJBY2MjOp3ujquxAF5eXnh5ed3WrtVqH9kvsUf5XO5I5ufuZG7uTebn7mRu7k3m5+4eZG4sVguXWy9zrPYYx2uPc7nlMsotK5S+Hr5Mi5xGTnQOOdE5JOoSUalUrhr6w6Eo0FICJXvg+h6oygerbSXZA1A8/VAlL4LUZZCyBJUuGldm+Va19pJX0syR683kl7XSPeC8qp0eGcDslFDmpIQSGeiHVuvanOMH+blxm0BWURS+/vWvs2XLFg4fPkxiYqJTf3Z2NlqtlgMHDrBp0yYArl27RlVVFTk5OQDk5OTwL//yLzQ1NREeHg7YLm/odDrGjRtnP2bXrl1Oj71v3z77YwghhBDCtVr6Wsivy+do7VHy6/LpGOhw6k8LSmN2zGzmxMwhKywLrcYN3jCY+qHimC14LdkL7RXO/SGpWJIXc7JNz/THv4nW289lQ+kZMHPyRitHrjdzpKSF8pYep/5gP0/mpIQyb2wY81JDCdd5u2wsn5TbBLIvvPACb731Frm5uQQEBNhzWvV6PT4+Puj1ep577jleeuklgoOD0el0fP3rXycnJ4eZM2cCsGzZMsaNG8czzzzDq6++SkNDA9///vd54YUX7CuqX/nKV/iv//ovvvOd7/CFL3yBgwcP8te//pWdO3cO2WsXQgghRjKrYuVSyyWO1BzhWO0xrrZedeoP0AYwM3omc2PmMjtmNuG+4UM00gdkqLEFrdf3QnkemG7J/dR4wpg5kLocUpdCSDJWk4mWXbtsfQ+RoiiUNHVzsLiJvGvNnK1sw2RxrGp7qFVMiQ9i3lhb8DohWo9aPcxXtQe5TSD7+9//HoAFCxY4tb/++ut87nOfA+AXv/gFarWaTZs2MTAwwPLly/nd735nP1aj0bBjxw6ef/55cnJy8PPz49lnn+UnP/mJ/ZjExER27tzJt771LX71q18RGxvLf//3f0vpLSGEEOIh6jP3car+FIeqD5FXnUdrf6tTf0ZwBnNi5jAnZg4TwybioXaDkMVqgZozcH23LXhtuuLcHxANY5fZgtek+eDpulVXk8XK6fI29hc1cqCoiao25xuo4oJ9mJcaxryxYcxKDiHA2w1Wte/ADc4KG+XWTOO78Pb25re//S2//e1v73pMQkLCbakDH7ZgwQLOnz//wGMUQgghxN219rVyduAs+/L2carhFP2Wfnufv9afWdGzmBs7l9nRswnzDRvCkT4AUx/cOAzFO+HaB9Db4uhTqSF2+mDwugwiJoAL83c7eo0cutbE/qImjlxrpuuWXFdPDzWzkkNYmBbOvLFhjAnxHf65xPfBbQJZIYQQQrgXRVEoN5RzsPogh6sPc7H5ou1GrVpbf5RfFAviFrAwbiFTI6a6R64rQG+bLWWgeAeUHnBOGfDW24LW1OWQshh8g106lLLmbg4UNbK/qImCynYsVsfCX6i/J4vSw1mcEcGclFD8vEZe2DfyXpEQQgghhozZaqawqZBD1Yc4XH2Yqq4qp/5oTTTrxq1j8ZjFjA0a6z6rgh1VULzLFrxWngDF4ujTxUL6attHwixwYUButlg5U9HOgaJGDhQ33XajVnpkAIszbMFrVmyg2+S6flwSyAohhBDiE+kx9XC89jiHqw9zpPYIhgFHHVStWsuMqBksjFvIrMhZFBwuYFXmKvcoTdZWDldzbR9155z7IiY4gtfIiS5NGTD0mci73syBokYOX2vG0OfY+UqrUTEzKYQlGREsSg8nLvjRbMQ0XEggK4QQQogH1tLXwsGqgxysPsjp+tOYrI7gSu+lZ37sfBbELWBW9Cz8tLabmtxi297WssHgdSvUX7ilQwXxOZCxBtJWQXDi3R7hoaho6bHfqHWmog3zLSkDQb5aFqaHsyQjgrmpoW57o9bDIIGsEEIIIe5LU28T+yr3sa9yH+cazzltTBAfEM/CuIUsiFtAVniWe1QZuKmlxBa4XsmFxkuOdpUaxsyFcesg4zHwd13ZL0VRuFhjYHulml//+jhlzc4pA6nh/izOiGBJRjiT44PQjPCUgfvlRmeZEEIIIR61hp4Ge/B6vsm5os/E0Iksil/EwviF7rGj1q2aih1pA7eWyVJpIHEejF8P6WvAL9RlQ7BYFc5UtLH7cgN7rzRQZ+gH1EAPHmoV0xODWZIRweKMcBJCXFeqy51JICuEEEIIJ3Xddeyr3Mfeyr1cbL7o1JcVlsWyMctYEr+EKP+oIRrhx6Ao0FRkW3m9mgvNxY4+tQckLbCtvKavcWmlAZPFSn5ZKx9crmfvlUZae4z2Pl9PDWkBJv5m0SQWjYtC7zN6UwbulwSyQgghhKC6q5r9lfvZW7GXy62X7e0qVEwOn2wPXiP8IoZwlB9DUzFcfg+ubIXWEke7WgvJiwaD11XgE+SyIZgtVvJvtLLzYj27rzTQ0XtLPrGPlqXjIlgxPpIZY/Qc3LeHVROj3ONmuGFAAlkhhBBilKrqrGJv5V72VuylqK3I3q5WqcmOyGZpwlKWxC9xn80Jbuqogsvvw6X3oNERlKPxhJQltuB17ArwCXTZEMwWKydvtLHzUh27LzfQfkvwGuLnyfIJkayaEMWMpGC0GjXgJjfDDTMSyAohhBCjSENPA7vLd7OrfNdtweu0yGksS1jGovhFhPq4LjfUJbqbbWkDl96D6pOOdrXWFrxO2GgLXr11LhuCI3itZ8+VBtpuSRu4GbyuyYxiemIwHoPBq/hkJJAVQgghRrj2/nb2Ve5jV/kuChoL7O0alYbpkdNZNsYWvAZ7u3YXqoeuv9O2Neyld23bxNo3KVDBmDmQ+YSt2oALc17NFiunym3B6+7LzsFrsJ8ny8dHsmZiFDMkeHUJCWSFEEKIEajH1MPBqoN8UP4B+XX5mBWzvS87IptViatYmrCUIG/X5Ya6hKnftj3s5ffg+h4w9zv6oifbgtfxG0AX7bIhKIrCuap2thXWsfNSPS3djuA1yFfLiglRrM6MYmaSBK+uJoGsEEIIMUIYLUaO1h7lg/IPyKvOo9/iCPIygjNYlbiKFYkriPSLHMJRfgyKAtWn4cJbcHkL3LJzGCGptuA183EISXbpMIobOsktrGP7hTpq2vvs7bbgNZJVmVHkJIVI8PoISSArhBBCuDFFUTjXdI7tZdvZW7GXLlOXvS9Bl8CqxFWsTFxJot61O1G5REcVXHgHLrwNbWWOdl0MTNhkC15dvD1sVWsv2y7Usu1CHdcbu+3tfp4alo+P5LGsaOakhNpv2BKPlgSyQgghhBuq7qpmR9kOtpVto6a7xt4e7hvOijErWJW0inHB49xrkwKAgW5bndcLb0PFUUe71g/GrYVJT9l221K7LnBs7zGy41I9m8/VcL6qw97uqVGzMD2MtZNiWJwRjrdW47IxiPsjgawQQgjhJrqMXeyt2Mu2sm2cazpnb/f18GXZmGU8lvQYUyOnola52eqg1QoVR6DwbSjaBqbewQ4VJM6FSU/bbtry8nfZEAbMFg4VN7PlfA0Hi5swWWzb76pVMCs5lLVZ0SwfHymbFAwzEsgKIYQQw5jFaiG/Pp9tZds4WHWQAcsAYNuoYGbUTNamrGVR3CJ8tb5DPNKPoaUECt+Ci3+FTseqMsHJkPUUTHwSAuNc9vSKonC+uoPN52rYcbHeaaOCcVE6Nk6JYW1WNOEB3i4bg/hkJJAVQgghhqGS9hK2l21nx40dNPc129uT9EmsTV7L6qTV7nfTFqA1d6Mu+CNc+ivUnnV0eOttea+TnoLYaS7Ne61u62XL+Vq2nK+lvKXH3h6h82J9VgwbpsSQHum6erPuwlhTS8+J4/RfvkLkj380LNNUJJAVQgghhom2/jY+KP+A3NJcp80KAr0CWZm4krXJaxkfMn5YBhT3ZDFB6QE0599k+bVdaC4NlgJTaWybFWQ9BWNXgtZ1K5+GPhO7LtWz5Vwtpyva7O0+Wg0rJ0SyYUoMs5JD0ajdbG4fIkt3N72nT9Nz7Dg9x49jrKy09wV//nN4JQ6/GwYlkBVCCCGGkNFiJK8mj21l2zhWc8xe79VD5cG82HmsTV7LvNh5aDVumJtZf9F209ald6GnmZuZu0r4eFRZT9vKZgVEuOzpTRYrR643s/lcLfuKGjGarYBtsXd2cigbp8SwfHwkfl6jMxxSLBb6L1+m+/hxek6coK/wApgd9YbRaPDJysJv9izUvn5DN9B7GJ3/c0IIIcQQUhSFSy2X2Fa2jd0VuzHcUhd1fMh41iavZWXiSvfbrACgu8mW83rhbWi87Gj3DcUyYRNHDLHMefx5tFrXBeZF9Z28V1BDbmGt02YFYyP82TgllnVZ0UTpfVz2/MOZubmZ7iNH6D5ylJ6TJ7EaDE79ngkJ+M2ehd/s2fjOmIHG33U32D0MEsgKIYQQj0hDTwPby7azrWwbFZ0V9vZwn3DWJK9hbfJakgNdW9TfJUz9cP0DW9WB0v2OrWI1npC20lZ1IGUxVit07trlkiG0dg+QW1jHewU1XK3vtLeH+nuydlIMG6fEMD5a535pGZ+QYrXSf+UK3YcO052XR/+VK079ap0Ov5kz8Zs9G7/Zs/CMjR2ikX48EsgKIYQQLtRr6mV/1X62lW3jdP1pFGxlnbw13ixOWMzapLXMiJqBRu1mNUkVBWrO2KoOXNkM/bes7MVMteW9jt8IvsGOdqvp9sf5BIxmK4euNfFeQQ2HipswW21z66lRszgjnMezY5k3NmzUbVZg6e6m5/gJug8fpvvoUSwtLU793pmZ+M+bh//cOXhPmIDKw33DQfcduRBCCDFMWRUrpxtOs6tyF/sq99FndmxnOjViKmuT17I0YSn+nsP7su0ddVTDxb/Ahb9Aa6mjXRcLkz5tqzoQmuqyp1cUhSt1ttSBbRfqaOtxpA5MjNXzeHYsj02MJsjP02VjGI4GysvpPpxHd14evQUFYHK8aVD7+eE3ezb+8+fjP28uHmFhQzjSh0sCWSGEEOIhqTBUsKVkC+93vo/hoGOFMi4gjrXJa1mTtIbYAPe6dAvYdtsq2mbLey0/CoOrymh9IWOtbfV1zDyX7rbV3DVAbmEt7xXUUNzg2IY3LMCLjZNj2JQdy9iIAJc9/3CjGI30nj1L12FbyoCpssqp33PMGFvgumA+vtnZqDxHZmAvgawQQgjxCRgGDOwu3822G9u42HzR3u6v9WdF4grWJq8lKyzL/XIzrVbbFrEX3oar28DkqLfKmLm2lddxa8HLdcHjgNnCwaIm3j9Xw6FrzVhuSR1YOj6Cx7NjmZsSiscoSR0wNTXRc+QI3Xl59Bw/gbW319Gp1eI3baoteJ0/H88xY4ZsnI+SBLJCCCHEAzJZTRyvPc62sm0crj6MaTD3U6PSkBOVQ0xHDN9c800CfNxwhbCl1Ba8XnwHDNWO9uAk201bEz8FQQkue3pFUbhc28l7BdXkXqhz2m0rKy7Qnjqg93XDcmQPSFEU+q9epfvgIboPH77tRi1NWKgt13X+fPxmzUbjPzxLZLmSBLJCCCHEfbrWdo3cslx23thJW7+jqH5qUCrrktexOmk1eg89u3btwtvDjbY17euw3bBV+DbUnHa0e+lhwgZbABs33aW7bTV19bP1fC3vF9RyrdGROhCh82LjlFg2TYklJdwNc4oflNVK39mztB0+TNe+/Zjq6py6vTMz7auu3uPHoXJhOoc7kEBWCCGEuIf2/nZ2le+6bbetYO9gVietZm3yWtKD0+3tJtPDvTPfZawWuHHIVnWgaAdYBmztKrVtt61JT0LaKtC6rt5qv8nCgcHUgbzrjtQBLw81y8ZH8nh2LHNSRv5uW1ajkd78fAx79pC0Zy+1PY40DpW3N/5z5+C/YOGIu1HrYZBAVgghhPiQm6kDuaW5HK45jNk6uNuW2oMFsQtYl7KO2TGz0ard8PJ2SykUvmmrOtB1y2pf+DjIehoyP+XS3bYUBS7UGMi90MC2C3UY+hyB/5T4QB7PjmP1xCj0Pm44tw/A0t1Dz5E8uvbvpzvvCNbB4NUDW23XgIULCVi6BL/Zs1H7jM7NG+6HBLJCCCHEoJL2EnJLc9lxYwet/a329ozgDNalrGNV4ir33G2rv3MwdeAtqD7laPcJsm0Tm/U0RGW5NHWgsbOf985W8ecLGhpPOsYQpfdm45QYNk6JJTlsZKcOmNva6D54kK59++k5cQLlltV7j/Bw/BYu5LIugAXPP4+nr+8QjtR9SCArhBBiVDMMGOypA1daHTfT3EwdWJe8jrTgtCEc4cdktULFETj/JhRth5u1bG+mDmR9xrbrloeXy4bQb7Kw72oj7xXUcLSkGVvmgApvrZoV4yN5PDuOnOSQEZ06YG5ro2vvPjr37Kb31Gnb/8sgzzFjCFi6hIAlS/DOzMRssdC3axcqF27fO9JIICuEEGLUMVvNnKg7wdbSrU5VBzxUHsyPm8+65HXMiZ3jnqkDbTdsN21deNu56kBomm3lddKTEBDpsqdXFIXz1R28V1DD9gt1dPWb7X1TEwJJ0bTynacWERwwci+X3yt49R43zha8Ll2KZ3Kyc1k2i2UIRuveJJAVQggxapR1lJFbmsv2G9tp6XNs25kenM665HWsSlpFsHfwPR5hmBrohqtbbakDlccd7V56yNwEWZ+FmCkuTR2oN/Sx+Vwt7xfUcKPFcbNSTKAPmwZTB2L0nuzatYsA75EXfpjb2ujat5/O3R/Qe/qMU1DqPX48upUrCFi+HM+4uCEc5cgz8s4kIYQQ4hY3NyzILcvlUssle3uQV5AtdSBlnVPVAbdhtULVCVvqwNXcWzYsUEHyQlvqQPpql1Yd6DNa2Hu1gfcKajhW2oIyuOGXj1bDysxIHp8Sy8ykENSDqQNuU9HhPpnb2+nau4+uPbvpOXX6tuA1YMVydCtWSPDqQhLICiGEGHEsVgv59fnkluZysOogRqsRsKUOzI2dy7qUdcyLmYdW44apA+2VtooDhW9CR6WjPTgZJn8GJj4J+hiXPb2iKBRUtvP+uRp2XKina8CROjA9MZjHs2NZlRmFv9fIDDGsvb10HTxE544ddB87BmbH6/ceN46AlSvQLV+OZ3z8EI5y9BiZZ5kQQohR6Ybhhq3qQNkOmvqa7O2pQamsT17P6qTVhPiEDOEIPyZjj+2GrfP/Z9s29ibPANuGBVmfdfmGBbUdfWw5V8P752opvyV1IDbIh02DGxbEh4zMO+0Vo5Hu48fp3LGTroMHUfr67H1e6enoVq1Ct0KC16EggawQQgi31mnstKcOXGy+aG8P9Aq0Vx1ID053vqnGHSgKVJ20rbxe2QrGm7tdqSBxni11IOMx8HRd8NhrNLPnii114ERZqz11wNdTw6rMKDZNiWVGYrA9dWAkUaxW+goKMOzYSdfu3VgMBnufNj4e/ZrV6Favxis5eQhHKSSQFUII4XYsVgun6k+xtWwrB6sOMjC4K5VGpWFuzGDqQOw8PDWeQzzSj8FQY6s4UPiWrQLBTUFjbMHrpCch0HUrf4qicKainfcKqtl5sZ4eoyPvMycphE3ZsaycEInfCEwdUBSFgaIiDDt20rlrF+aGBnufJjQU3aqV6NeswTsz0/3eGI1QI+8sFEIIMWJVGCrYVraNbWXbaOxttLenBKawPsWWOhDqEzqEI/yYTH1QvNOWOnDjMDC49Kn1g/EbbGWzEma5NHWguq3XVnXgXA1Vbb329vhgXzZNiWXjlBjigkdm6oCxpgbDtm107tiJ8YbjzYM6IICAZUvRr1mD7/TpqDSaIRyluBMJZIUQQgxrXcYu9lTsIbc0l8LmQnu73kvPqsRVrEtZx7jgce63QqYoUHPWljpweTMMOC5dkzDHduNWxlrwct1uV71GMx9csqUO5N9w7GTm56lh9cQoHs+OY9qYIPeb2/tg6e6ha89uDFu20nv2rL1d5eWF/8KF6Favwn/ePNRertswQnxyEsgKIYQYdqyKlVP1p8gty+VA5QH6Lf0AqFVq5sTMYV3yOhbELXDP1IHOerj4F1vqQMt1R7s+HrKegklPQXCiy55eURTOVbXz7tkadlysp3uw6oBKBbOSQ3g8O5bl4yPx9Rx5IYJisdBz8iSG3Fy69u133LSlUuGXMxPd2rUELFmCxn9kb5U7koy8s1QIIYTbquqsIrcsl21l22joceQnJuuTWZeyjjVJawjzDRvCEX5Mpn64tssWvJYdAGVwpycPHxi3zpY6MGYuqNUuG0JjZz/vn6vhvYIabjQ7qg7EB/vyRHYsG7NjiQkcmbttDdy4gWHLVgzbtzvlvXomJqJfvx792sfQRkUN4QjFxyWBrBBCiCHVY+phb8VetpZu5VzTOXt7gGcAqxJXsT5lPeNDxrvf5W1FgdpzttSBS+9Bf4ejLz7HFryOWw/eOpcNYcBsYf/VJt4tqObI9Wast2xYsCoziiemxjJ9zMisOmDp6MCwaxeGrbn0X3RUs1Dr9ehWrSRw/Xq8J050v/NKOJFAVgghxCNnVaycaThDbmku+6v202e2XeJVq9TMip7FupR1LIxbiJfGDfMTuxtJbvwAjz/8KzQXO9p1Mba0gaynIcS1JZsu1xp4r6CGrYW1dPQ6dtOaNiaIJ7LjWDVxZG5YoJhMdB87hmFrLt0HD6Lc3ElMo8F/7lz069fjv2ghak83TEkRd+RWZ/GRI0f42c9+RkFBAfX19WzZsoX169fb+xVF4Yc//CF/+MMf6OjoYPbs2fz+978nNTXVfkxbWxtf//rX2b59O2q1mk2bNvGrX/0K/1vyYS5evMgLL7zAmTNnCAsL4+tf/zrf+c53HuVLFUKIEam2u5bc0lxyS3Op66mztyfqE1mfsp41SWsI9w0fwhF+TGYjXN8NhW/hUbKXCcpgySoPb0hfYwtekxaA2nV3vbf1GNl6vpZ3C2ooqu+0t0fqvNmUHcPj2XEkhvq57PmHUn9xsS11YMcOLK2Om9a80tPRr1+Hfs0aPELdsJqF+EhuFcj29PQwadIkvvCFL7Bx48bb+l999VV+/etf86c//YnExER+8IMfsHz5cq5evYq3tzcAn/nMZ6ivr2ffvn2YTCY+//nP86UvfYm33noLgM7OTpYtW8aSJUt47bXXuHTpEl/4whcIDAzkS1/60iN9vUIIMRL0mfvYX7mf3NJcTjWcsrcHaANYmbiSdSnryAx107qc9RdtqQMX/wp9bQCogDbfZPTzn0cz8QnwCXTZ05stVvKuN/Pu2RoOFDdisthyBzw1apaOj+CJ7FjmpoahGYGpA+aWFgw7dmDYmstAsWPlWxMSgn7NGvQb1uOdnj6EIxSPglsFsitXrmTlypV37FMUhV/+8pd8//vfZ926dQD8+c9/JiIigq1bt/Lkk09SVFTE7t27OXPmDFOnTgXgN7/5DatWreI//uM/iI6O5s0338RoNPLHP/4RT09Pxo8fT2FhIT//+c/vGsgODAwwMDBg/7qz0/ZO2GQyYTKZ7vg9D8vNx3f187grmZ+7k7m5N5mfu7ufuVEUhcutl8m9kcveyr10m7oBUKFiRuQM1iatZUHsArw9bIsM5lv2qx/2ettQX3kf9YW3UDVesjcr/hFYMz+Ncdwmjp6rZGnmUrQeWnDBOVTW3MP752rZWlhHc7fR3j4hWsemKdGsyYwi0FcLgNVixmq52yM9Wp/050oxGuk5fJjObdvoPXYcLIMvTKvFb8ECdOvW4jtrFiqt9hM9z1CR3zs2D/L6VYpyc8M596JSqZxSC27cuEFycjLnz58nKyvLftz8+fPJysriV7/6FX/84x/5u7/7O9rb2+39ZrMZb29v3n33XTZs2MDf/M3f0NnZydatW+3HHDp0iEWLFtHW1kZQUNBtY/nRj37Ej3/849va33rrLXx9R2bxaCGEuJNuazeFxkIKjAU0W5vt7UHqIKZ4TmGy52QC1YFDN8CPS7ES3nWZ+NYjRBrOoVFsgbdF5UGDfgpVwXNp1k1AUbkudaDPDOdbVZxqUlPR7Vhh9fNQmBamMCPMSvRIzBxQFLyrq9EVnCPgwgU0N0tmAX1xcXRmZ9M1aSJW+Xs7YvT29vL0009jMBjQ6e59M6RbrcjeS8NgOY2IiAin9oiICHtfQ0MD4eHOuVceHh4EBwc7HZOYmHjbY9zsu1Mg+/LLL/PSSy/Zv+7s7CQuLo5ly5Z95H/AJ2Uymdi3bx9Lly5FO/gOVDjI/NydzM29yfzc3YfnxmQ1cbzuOLlluRyrO4ZlMD/UW+PN4rjFrEtex5TwKahVrist5TJtN1Bf/Avqi2+j6qq3NysRmVgnPY11/CbCfYO59S/Lwzx3rFaFk+VtvH+ujr1FjfSbbGW7NGoV81ND2TQlmgVjw/D0cI+5fZC5MTc00LljB1252zBVVNjbPSIiCHhsDQGPrcUzyXX1doeC/N6xuXll+36MmEB2KHl5eeF1h50/tFrtIzsRH+VzuSOZn7uTubk3mZ+7q+qpYkfFDrbf2E5bf5u9fVLYJNanrGfFmBX4e7phYXljD1zNtW0XW3nc0e4TBJmfgsmfQRU1CQ1wr/XXT3LuVLf18l6BreZrbYdjBTI13J8npsayfnIM4QHeH+uxh4O7zY21t5eu/fsxbN1KT/5JWwkzQOXjQ8DSJQSuX4/vjBkjfqvY0f5750Fe+4gJZCMjIwFobGwk6paixo2NjfZUg8jISJqampy+z2w209bWZv/+yMhIGhsbnY65+fXNY4QQYrTqMnaxo3QHf+76MzW7auztId4hrE1ey/qU9SQFJg3hCD8mRYHq03D+f+HKFjB2D3aoIGUxTP4spK0CD9eVA+szWvjgcj3vnnXeLjbA24O1k6J5Ymock2L17nlT3D0oViu9Z89i2JpL1+7dWHt77X2+06ahX7+egOXL0fiPxLwJ8UmNmEA2MTGRyMhIDhw4YA9cOzs7OXXqFM8//zwAOTk5dHR0UFBQQHZ2NgAHDx7EarUyY8YM+zH/+I//iMlksr8j2LdvH2lpaXdMKxBCiJHOqlg53XCaraVb2V+5nwGL7eZWD5UH8+Pmsz5lPbNjZqNVu+EKUlcDXHgbzr8JrSWO9qBEmPwZW91XfazLnt62XWwH756tvm272NnJoTwx1bZdrLd25K1AGquqMGzNxZCbi6m21t6ujYuzlcxatw7PWNfNvRgZ3CqQ7e7uprS01P51eXk5hYWFBAcHEx8fz4svvsg///M/k5qaai+/FR0dbb8hLCMjgxUrVvDFL36R1157DZPJxNe+9jWefPJJoqOjAXj66af58Y9/zHPPPcd3v/tdLl++zK9+9St+8YtfDMVLFkKIIXO3mq/J+mTGDozl71b9HREBEfd4hGHKXvP1TSjZBzdrvmp9bTttTf4sJMyyRZMu0tjZz+ZztbxbUH3bdrGPZ8eyaYRuF2vp6kJ3+jQ177xD/7nz9na1vz+6lSvQr1+Pz5QpI27VWbiOWwWyZ8+eZeHChfavb95g9eyzz/LGG2/wne98h56eHr70pS/R0dHBnDlz2L17t72GLMCbb77J1772NRYvXmzfEOHXv/61vV+v17N3715eeOEFsrOzCQ0N5ZVXXpEaskKIUaHf3M/+qv1sLd3KqXrnmq+rkmzbxY7VjeWDDz4g2Dt4CEf6MTResa28XvwL9Dou3RM3wxa8jt8AXgEue/oBs4UDRU28e7aavFG0XaxisdBzIh/D1q107d9P5MAA/QBqNX6zZtlSB5YsRu3tvjm/j1J3ez+dLX1Ep8pVYnCzQHbBggXcq1qYSqXiJz/5CT/5yU/uekxwcLB984O7mThxIkePHv3Y4xRCCHeiKAqXWy6zpXQLu8t302XqsvfNjJrJ+pT1LI5fbK/56lY1Lvs64PJ7thu36hwrgPhHDG4X+xkIG+vSIVypM/Du2RpyC2tpv2W72KkJQTwxNZbVE6NH5HaxA6WlGLZuxbBtO+Zb7k8ZCA8n+jNPE7R+PdoIN1zRf8SM/WbqSjqoLmqj+mob7Q29+Oo8+dy/z5aVa9wskBVCCPHwtPS1sPPGTraWbqW0w5G2FeMfw7rkdaxNWUuMf8wQjvBjslqhPM8WvBbvAHO/rV3tAWkrIeuzkLIENK77E9htgj/lV7L5fD1Xb9kuNkLnxaYpsTyeHUtSmBtWdPgIlo4ODLt2Ydiylf5Ljs0iNHo9ujVr8HtsDQcrKhi/evWoviv/XhQFmqu6qLveSU1RG/VlBqwWxyKeSgX+wd7095jw8fccwpEODxLICiHEKGKymjhWc4wtpVs4WnMU82Bhfy+NF0sTlrI+ZT3TIqe5Z83X9koofMv2YahytIePs6UOTPw0+IW67OnNFitHSpp553QV+4s0WJRrwMjfLlYxm+k5fpyOLVvpPnAA5eaKvYcH/vPno1+/joD581F5etpW8ysrh3bAw1Bvp5GqK62UX2qm/pI/W3YXOvUHhHgTNy6Y+IxgYtKC8PaTNwE3SSArhBCjQFlHGVtLt7K9bDut/Y780ImhE1mXso6ViSsJ8HRdfqjLGHttq67n/xfKjzjavfSQ+bgtgI2e7NIbt240d/NuQQ3vF9TQ1HVzu3IV46MD+NTUeNZlRRPoO/JWzgbKyjBs2YIhdxvmZscubl4ZGQSuX4fuscfwCHazPOpHxGqx0ljeSeWVVqqutNFc1XVLrwqtt4bYtCDixwUTmxGMPsxH0gjuQgJZIYQYobqMXeyu2M3Wkq1cbLlobw/2DrbXfE0OTB7CEX5MigK152zB6+X3YeDmpXsVJM2Hyc9A+mrQuu6u/+4BM7su1vPXs9WcrXRsex7s58naiZGE99zgi0/kjLjL55bOTjp37aJjyxb6LzjOKU1QELrH1hC4YQPeGRlDOMLh6+aqa+WVVqqvtjHQa3bqD4sPIG5cINUdxax7cjle3iPvzY8rSCArhBAjiFWxcrbhLFtKt7C/cj/9Flt+qEalYV7sPNanrGdu7Fz3rPna3QQX37HlvjYXO9oD4215r1lP2f7tIoqicKainXfPVrPzUj29RlvZLrUKFqSF86mpsSxKj0ClWNi164bLxvGo2asObNlC1/79KEajrUOjsaUObFhvTx0QDlarYlt1vdxyh1VX8PL1IH5cMPETQogfF4KvzpZ60bTrKmqNrL7eLwlkhRBiBKjrriO3zFbztbbbUVw+WZ/MhtQNrE5aTaiP6/JDXcZistV6LXzTVvvVOriK5eEN49bZqg6MmQtq1+X0Nhj6ef+cbbvY8hZHzdekUD+emBrHxikxROgcpaNMJovLxvIoDZSXY9iyFUNuLuZbdrz0Sk1Fv3Ej+sfW4BHqhueUC5kGLFQXtVF+sYXKSy30dTlX+AiLDyBhQgjx40OIGBOAWuOGuejDjASyQgjhpvrN/RyoOmCv+apgu7PZX+vPysSVrE9ZT2Zopnvm1jVctu24dfEd6HHkXxKTbct7nbAJvPUue/q71Xz189SwZmI0n5oWy5T4IPec23uwdHXR+cEHGLZspe+8o1zZzaoD+g0b8B4/bsS97k+ixzBA5aVWyi80U13cjsVktfd5+ngQPz6YhPG24NVXJ6vWD5sEskII4UYUReFC8wVyy3LZXb6bblO3vW9G5AzWpaxjScISfDzccFeonla49K5t9bXBkX+JbyhMetIWwIa7Nv/yal0n7xZUs/W8c83X6WOCeWJqLKsyo/AbYTVfFauV3pMn6diyla59+1D6b5YrU+M/dy76DRvwX7QQtaQOALafwbb6HioutlB+oYXGik64pcR9QIg3iRNDSZwUSlRqIBpZdXWpkfXTKIQQI1RjTyPbb2wntzSXis4Ke3u0XzTrUtaxNnktsQFuuC+9U+rAHrAOBo9qLaStsKUOpCwBjetyeg29JnIv1PLXs9VcrnWu+fp4diyPZ8eRGOrnsucfKsbKSjq2bsWwNRdzfb293TM5mcCNG9A99hja8PAhHOHwYbVYqS8zUH6hhfKLLXQ29zn1hycEkDgplMRJYQRH+8mK9SMkgawQQgxT/eZ+DlUfIrc0l/z6fKyK7ZKlj4cPSxOWsi55HVMjp7pnzdeGS7Z6rxf/Cr0tjvaoLFvwmvk4+LqudJPFqnCirIW/nq1hz5UGjGbb3Go1KpaOi+CJqXHMG4E1Xy3dPXTt2U3H5i30FRTY29U6HbrVq2xVBzLdNB3lITP2m6m60kb5xWYqL7U6VRnQeKiJTQ9izMRQEieG4hfoNYQjHd0kkBVCiGFEURQutlwktzT3tu1ip4RPYX3KepaNWYaf1g1XCHtabkkdcOz6hF84TPwUZD0NEeNdOoSq1l7eK6jmvYIa6gz99vb0yAA+PS2OdVkxBPuNrEvoitVK7+kzGLZsoXPvXpS+wdVEtRq/2bMJ3LAe/8WLUXtJMNbXbaS8sIWy803UXGvHanbkDHj7aRmTGcKYSaHEZQTj6S0h1HAg/wtCCDEM3C11IMovirXJa1mbvJZ4netKS7mM2Qgle22rryV7HFUHNJ6D28V+BpIXu3S72D6jhd1X6vnrmRrybzg2g9D7aFmfFc0TU+MYH60bcauQxupqDFtzMWzdiqnWUcnCMzER/YYN6NetRRsRMYQjHB56O43cKGym7FwTtdc7UKyO4FUf7kPipDASJ4YSmaSTKgPDkASyQggxRAYsAxyqOsTWsq3k1zlSB7w13rbUgZR17rtdbP1FW/B66a/Q6wgeiZ5iW3mdsMmlqQOKolBY3cFfz9aw40IdXQO2AFqlgjkpoXxqahxLx0XgrdW4bAxDwdrTQ+eevRi2bKH3zBl7u9rfH92qVeg3rMcnK2vEBe0PqqdjgLLztuC1rrTD6WatsPgAkqeEkTgpjKBI31E/V8OdBLJCCPEIKYrCpZZL5Jbm8kHFB3QZb08dWJqwFH9P/yEc5cfU3WwLXAvfgsbLjnb/CJj4aVsA6+KqA42d/Ww9X8t7BTWUNDkqOsQF+/BEdhybsmOJCXTDig73oCgKfWfP0rF5C5179qD09to6VCr8cnLQb9hAwNIlqL297/1AI1xXWz83BoPX+jKDU1/4GB3JU8JInhyOPmxknR8jnQSyQgjxCDT1NrG9bDu5ZbmUG8rt7ZF+kaxNXsu65HVunDqwZzB1YO+HUgdWDaYOLHJp6kCv0cyeKw1sPlfL8dIWe81Xb62aVROieGJqHDMSg1GPsBu3TPX1GLZupWPzFkzV1fZ2bUI8gRs2oF+3Dm1U1BCOcOh1tvRRdq6ZsvNNNJZ3OvVFJulJnhJG0uQwdCESvLorCWSFEMJFBiwD9qoDJ+pOOKUOLElYwrqUdUyPnO5+qQOKgr63AvWel+HK+9DX5uiLybatvI7f6PKqAydvtPL+uRp2X26wbxcLMG1MEBsmx7JmUhQ6bzfcivcerAMDdO3fj2HzFnpOnADFFrWr/fwIWLmCwI0b8Zk8eVRfDu9q66f0bBMlZxudt4VVQXRKoC14zQrDP2h0r1CPFBLICiHEQ6QoCpdbLpNblsuu8l23pQ6sS1nHsoRl7pk60FYOl97D49JfWdBy3dHuH2nbsCDraQhLc+kQShq72Hy+lq3na6m/pepAQogvGyfHsmFyDPEhvi4dw6OmKAr9l69g2LIZw46dWDsdK4u+06ej37gB3bJlqH1H1ut+EH1dRkoLbMFrfakjbUClguixQaRMCSMxKww/vVRmGGkkkBVCiIeguquanTd2svPGTqeqAzdTB9YmryVBlzB0A/y4elrgyhZbvdea0wCoAItKiypjNerJz0DSApemDrR0D7D9Qh2bz9VyqdYRpOi8PXhsUjQbp8SMyO1izW1tGLZtw7B5CwPXHW8cPKKiCNywHv2GDXjGxQ3hCIfWQJ+ZG+ebKTnbSE1xu1O1gagUPWOnRZA0OVy2hR3hJJAVQoiPqa2/jT0Ve9hxYwcXmx1bqnppvGypA8nrmBE1w/1SB4w9ULzTVvO19AAog5ftVWpInId53Cb2VGlZ9tjjqLWuuXTfb7JwoKiJzedqOHy9GctgkOKhVrEgLZxNU2JYlBGOl8fIqjqgmM10HzmKYctmug4dBvNgtQVPTwKWLkW/cQN+M2ei0oys132/TEYLFRdbKDnTSOWVVqc6r+EJAaROiyAlO1zSBkYRCWSFEOIB9Jp6OVR9iJ03dnKi7gSWwSBPrVIzI3IGq5NWszh+sfulDlhMUHbIVnWgeCeYeh19UVm2DQsmbIKASBSTCXPtroc+BEVROFvZzuZzNey4WE9Xv2MnpUmxejZOiWXNxChC/Efe5eGBGzcwbN5MR24ulmbHTmfeEyYQuGkjulWr0Oj1QzjCoWO1KtQUt3HtVAM3ClswDzjyoYOi/Bg7LZyUqREEho/e1IrRTAJZIYT4CGarmZP1J9l5YycHqg7QZ3bssz4uZBxrktawYswKwnzDhnCUH4OiQM0ZW9rAlc3O9V6DEiHzCVsAG5rq0mFUtPSw+XwtW87XUN3mmNtovTcbpsSwYXIsKeFu9sbgPli6u+nctQvD+5vpu3DB3q4JDkb/2GPoN27EO23sEI5waLXUdHHtZAPXzzTSazDa23Wh3qROjSB1WgTB0X4jLqVEPBgJZIUQ4g4URaHGXMOrZ19lb9Ve2vodd+bH+seyOmk1q5NWk6hPHMJRfkzN12zB66V3oaPS0e4XZqs2MPFTtuoDLgwQmrsG2HWpntzCWs5VdTiG4KlhVWYUG6fEjsiSWY7tYjfTuWcvSv/gDWsaDf7z5qHfuIGA+fNReY7OvM7u9gGun2ng+qkGWmt77O3eflpSp4YzdkYkEYkjbxc28fFJICuEELeo7Kxk542d7CjbQXV3NQzeYxPsHczyMctZnbSaiaET3e8PaVu5bdX18mbnzQq0fpCxBjI/5fKbtjr7Tey53MC2C3VO9V7VKpibGsbGKTEsGxeJj+fIy/801dbSsXUrhi1bMdXU2Ns9k5MJ3LgB/dq1eIS52Yr+Q2LsN3OjsJlrJxuoudZu32VL7aEiMTOUsTMiSZgQgsbDzXLNxSMhgawQYtRr6GlgT8UePij/gCutV+ztWrQsSVjCmpQ15ETnoFW7WU1SQ62t4sDl96HunKNd7QEpS2ypA2mrwNN1uYX9JguHipvILazj4LUmjGarvW9SXCDrJkWzZmIU4bqRd3OOtb8fw569GDa/T0/+Saear7rVqwncuAHvSZPc703RQ2C1KFRdbx3Me23GbHScF1EpetJmRJI8JRxvPzf7mROPnASyQohRqaWvhb0Ve9ldsZvzTeft7RqVhpzoHFbEr2Dg6gAbZm9A66I7812iuwmu5tqC16p8R/tgxQEmbIL0NS7drMBssXKirJXcwjr2Xmmga8Bx01ZKuD/rJkXz2KRoxoT6uWwMQ8VW8/Uy4Vu2UPHP/4K1y1FH2HfGDAI3bSRg6VLUPqNzJ6nWmm46irx48/gp+jpN9nZ9mA9pMyMZOz1StogVD0QCWSHEqNHR38H+qv3srtjNmYYz9p22VKjIjshmZeJKliQsIdg7GJPJxK6ih39nvkv0tELxdlvaQMVRUG6ubqkgPgcmbIRx68A/3GVDUBSFc1UdbCusZeelelq6HTfnxAT68NikaNZOiiYjKmBErkCaW1sxbNuOYfP7DJSUEghYAY/oKALXb0C/cQOesbFDPMqh0dtppORMI0X59bTWdAOegAkvPw9Sp0aQJnmv4hOQQFYIMaJ1G7s5VH2ID8o/IL8uH7PiWB2cGDqRFYkrWJawjAi/iCEc5cfQ3QRF222rrxXHHLVeAWKmDgav60Ef47IhKIrC5VoDOy/Vs/1CHTXtjooDwX6erM6MYm1WNNnxQSPupi0AxWSi++hROjZvpvtwnqPmq5cXhowM0r/6VXRzZqNSj77cTovZSuWlVory66m63Ip1MCFa7aHCK8TI3LWTSJoULnmv4hOTQFYIMeJ0G7s5XHOYPRV7OFF7AqPVsTqYFpTGisQVrBizgtgAN1sh66xzBK+VJ7DfFQMQOdEWvI7fAEFjXDYERVG4UtfJ9ko1//GLY1TfErz6eWpYPj6StVnRzE4JRasZmUHKQGkpHZu3YNi2DUvLLTVfJ04kcOMGfJYuZc+xY0zJmTmqglhFUWip7qYov56S04309zhSB8ITAkjPiWJMVjAH8/YxZqLcvCUeDglkhRAjws2V172Ve28LXsfoxrAycSUrxqwgKTBpCEf5MXRUwdVttuB1cItYu5ipMG4tZKyFYNeVAbsZvO68VM/Oi/VUtfUCaqAPb62aRenhrM6MZnFGON7akVdxAMDS1UXnzl10bNlM/wXHLm6a4GD069YRuHEDXqm2ersmk+luDzMi9RgGuH66kWsn651KZvnqPUmbHklaTiQh0bY6wKNtboTrSSArhHBbHxW8LhuzjOVjlpMamOpe+XetZbbAtWgb1J2/pUMF8TNtgWvGYxAY57Ih3Dl4tfHWqkkPMPOFpVksGR+Fr+fI/FOiWK30njpFx+YtdO3dizIwYOvQaPCfP5/ATRvxnzcPlTvdDPiQWExWyi+2cO1kPZVX2lAGUwc0HmoSJ4WSnhNFXEYQ6hG6Ki+Gj5H520cIMWJ1Gbs4XH34rsHr8jHLWTZmmfsFr83XbMHr1W3QeMnRrlJDwmzbzVrpa0AX5bIhfFTwenPldU5yIIf372XlhEi02pH3Z8RYU4Nh8xYMW7diqquzt3umJBO4YSP6tY+NypqviqLQXNVF8Yl6rp9pZKDXkW8ekagjPSeKlGwpmSUerZH3G0gIMeK09bdxqOoQ+6v2c7L+JGar4w9ooj6RZQnL3C94VRRovOJYeW0udvSpNLZSWTeDV3/XBU33G7wuTA+zr7yOxMvD1r4+uvbupWPzFnpPnbK3q/39HTVfJ7rhRhgPQY9hgGunGijOb6C93pE64Kf3JG1mFOk5kQRFjrxSasI9SCArhBiWGnsaOVB1gANVBzjbeNZeKgsgSZ/E0oSl7hm81hc6Vl7byhx9ai0kL7QFr2mrXFrn9eMEryORoij0nS+0bRe76wOsPYNBmkqFX85M9Bs2ErB0CWrvkbdZw0cxmyyUX2ihOL+B6qutN/dyQKNVk5QVRnpOJLHpI28LYeF+Ru5vKCGE26npqmF/5X72V+3nQvMFp76M4AyWJCxhSfwS97phy2KCyuNw7QMo3gWGKkefxsu2w9a4dTB2OfgEumwYVqvCxVoDuy83sOvS6A1eAUyNTRhyczFs2YKxvNzero2NRb9xA4Hr1qGNcV3ZsuFKURQaKzopzm+g9Kxz6kBkkp70nEhSpkbg5TOyzw/hXuRsFEIMGUVRKO0o5WDVQQ5UHaCorcipf1LYJJYmLGVR/CLiAlx3Y9ND12+A0v22wLVkHwwYHH1aX0hdagteU5eBV4DLhmE0WzlV3sqeKw3su9pIY+eAvW+0Ba9Wo5Hug4fo2LKZnqPHwDq4GYaPD7ply9Bv3IjvtKmjqlzWTd3tA1w7Vc+1kw20Nzje4PgHeZE2M5L0mVEERrhuG2MhPomR/ZtLCDHsWKwWLjRf4GDVQQ5WH6S6q9rep1apmRoxlSUJS1gUt8i9NinoqIbru6F4p22DAusteaS+oTB2BaSvgqSF4Om6oKBnwEze9Wb2XGngYHETXf2OVTV/Lw/mp4WxakLUqAheAfqvXqVj8xY6t2/HYnC8ofCZMoXAjRsIWLESjf/oy+80G2+mDtRTXdRmTx3w0KpJmhJG+swoYtJG5kYWYmQZ+b/FhBBDrt/cz6n6UxysPsjh6sO09bfZ+zzVnuRE57AwbiEL4xcS7O263NCHSlGg4aJt1fXaLtu/bxWSagtc01ZB7DRQu66+akv3AAeKGtlzpZFjpS0YzY584lB/L5aOi2DZ+AhmJYfg5TEy67zeytzeTuf27XRs3sJAseMmOo/wcPTr16PfsB6vRNfV3R2uFEWhsbyTovx6Ss82YexzvMmJStHbqg5MCcdTUgeEG3mgs7Wjo4MtW7Zw9OhRKisr6e3tJSwsjMmTJ7N8+XJmzZrlqnEKIdyMYcDAkZojHKo+xLHaY/SZHTtABXgGMD92PoviFzE7eja+Wje5bGk2QuWxweD1A+isuaVTBXEzHMFraKpLh1LV2sueKw3svdrA2cp2+4oaQEKIL8vHR7J8fARZcUFoRsGqmmI2033sGIbNW+g6dAgGKyuotFr8lywmcONG/GbNQqUZ+YH8h3W19Q9WHajH0HTLz2GwN2kzI0mbGUlguJv8DArxIfcVyNbV1fHKK6/w5ptvEh0dzfTp08nKysLHx4e2tjYOHTrEf/zHf5CQkMAPf/hDPv3pT7t63EKIYUZRFCo6K8irziOvJo/zTeexKBZ7f4RvBIviF7EofhHZEdlo1W5Sa7LfAMWHbSkDpfthoNPR5+EDKYshbaUtdcAv1GXDuFlpYO/VRvZeaaC4ocupPzNGz7JxESyfEElquL/7VHL4hAZu3MCweTOG3G2Ym5vt7d7jxqHfuBH9mtVoAgOHboBDxGS0cON8M8X59dRca7fvZuzhqSZ5SjjpOVHEpAaicuM3OV2tLVRePE/FxfMs+duv4u3nP9RDEkPgvgLZyZMn8+yzz1JQUMC4cePueExfXx9bt27ll7/8JdXV1fz93//9Qx2oEGL4MVlMnGs6x+HqwxypOUJVV5VTf0pgCovjF7MofhEZwRnuE1y1lqG+tptZJf+Hx4XrcEvdWvzCIW2FbdU1aQFofVw2DLPFypmKdvZebWDvlUZqOxyraRq1ihmJwSwbF8HS8ZHEBLpuHMONpbubzl27MLy/mb4LjuoWmqAg9GsfQ79xI95paUM4wqGhKAr1ZQaK8+spLWjC1O94IxmdGkh6ThTJU8Lw9HbP1AFTfz81RZepuHieyovnaa1x/L5Jy5lD6nS5Kjwa3dfZfPXqVUJCQu55jI+PD0899RRPPfUUra2tD2VwQojhp72/nWO1xzhcfZgTdSfoNnXb+7RqLdMipzEvdh7zY+cTGxA7dAN9EKZ+W8pAyT7bR1sZGsC+DUFYum3VNW01xGSDC+9s7+w3cfR6CweKGzlU3ER7r+OmMW+tmvljw1g2LpJF6eEE+Xm6bBzDjWKx0JN/EsO2XLr27kPp77d1aDT4z52LftNGAubPR+U5eubkps7WPq6dbKD4ZAOdzY43O7pQb9uGBTMj0YW63xsdxWqlqbKcyovnqbx4jtriq1jMjjeVKpWayORUEiZNJiQ2fghHKobSfQWyHxXEftLjhRDD180SWXk1eeRV53Gh+QIKjoTMYO9ge+CaE52Dn9ZN7gBvr4TSwcC1/AiYHGWHUHtgjc/hqjGWtHUvoo1Id+lQbjR3c7C4iQNFTZypaMNsdcxvoK+WxekRLB8fwdzUMHw8R0+Op6IoDBQXY8jdRufOnU6pA57JyQRu3IB+7dpRuV2sacDCjfNNFOU3UHut3d7u4aUhJTucjJxIopLdL3Wgp6OdigvnqLhwjspLhfR1Gpz6dWHhJEyczJiJk4mbMAkff9eVrxPu4WNdX6irq+PYsWM0NTVhtVqd+r7xjW88lIEJIYaO0WLkTMMZ8mryOFJzhNruWqf+9OB0e/A6IXQCapUb1N40G6H6JJTstQWvt24JCxAQZavvmroMEudj0fhQtmsXacHJD30oRrOVMxVtHChq4tC1Jspbepz6k8L8WJwezsL0cKaPCcZD4wbz+xCZGhowbN9O57btDJSU2Ns1ej261avQr1s3KreLVawK9WUdFOU3UFbQhGnAkToQkxZERk4kSZPD0Xq5z5sdxWqlsbyMG+fOUH7+DA1lJU79Wm8f4idMJGHiZBIyJxMUFT3q/t/FvT1wIPvGG2/w5S9/GU9PT0JCQpxOKJVKJYGsEG6qpa+FozVHyavJ40TdCacqA14aL2ZEzWB+7Hzmxc4j0i9yCEf6ADrrBtMF9sKNw2B0pEGgUtuqDNwMXiMmwK1/IE2m2x7uk2jpHuBQcRMHi5s4WtJC94DjEqlWo2JGYgiL0sNZlB7OmFA3WdV+iCzdPXTt3Yth2zZ6T53iZhkGlVaL/6JF6Nc+hv/cuaMzdaClj+KTDVw7WU9nS7+9XRfmQ0ZOJGNnRKILcZ/UAavJSOnpfCovnqP8/Fl6DR1O/RFJKYyZlM2YSZOJSk1H4+GeOb3i0Xjgs+MHP/gBr7zyCi+//DLqEbwDym9/+1t+9rOf0dDQwKRJk/jNb37D9OnTh3pYQjw0JquJcnM5vyn8DfkN+RS3Oa9QhvuEMy/Otuo6I2oGPh5u8IfSYoaaM45V18ZLzv1+YZCy1Ba8Ji8EnyCXDeVmlYGDg8HrhZoOpxJZof6eLEgLZ3F6OHNSQwnwdpMqDg+RYjbTc/w4htxtdB086Mh7BXymZqNfuxbdihVodLohHOXQMPabKTtnqzpQV9Jhb9d621IH0nOiiErWu8XqpKIotNXVUH7uDGXnTlNTdIUbt/wwaL19GDNxMolTppKYNRX/IDepJS2GhQcOZHt7e3nyySdHdBD7zjvv8NJLL/Haa68xY8YMfvnLX7J8+XKuXbtGeHj4UA9PiI+tvrueY3XHOF57nJN1J+kx98BVR//4kPHMj5vP/Nj57lNloKMKSg9A2UEoz7OVy7JT2W7OSl1mC16jslx6o1b3gJn8slYOFjdxqLiJhs5+p/4JMToWpYWzKCOCiTH6UblrkqIo9F++jGHbdjp37cJyy83BnomJ6NetRbfmMTxjY4ZwlENDsSrUlnRQnF9P2flmzDdTB1QQmxZEek4USZPD0LpBnrTZaKTm6iVunD/LjfNnMDQ2OPUHRkaTnD2NxMnTiM0Yj8Zj9L2REw/HAweyzz33HO+++y7f+973XDGeYeHnP/85X/ziF/n85z8PwGuvvcbOnTv54x//OOxe9+vf/CYmlZncpgLGzl/JxLE5Qz0kMYwMWAYoaCzgeO1xjtcep8xQ5tTvp/JjfsJ85sbNJScqhxAfN7hRc6DbtgVs2UEoOwCtpc793oGQssQWvKYsdnlt12uNXeRda+bwtWbOVrZhsjhWmny0GmanhLI4I5yFaeFE6r1dNpbhbqCsjM6dOzHs3Imp0lE2SRMcjG7VKvTr1uI9YYJ7vHl6yO6WOqAP9yE9J4q0GZEEBA//c6e7vY0bBae5cf4MlZcKMQ8M2Ps0Hh7EjsskYeJkKgzdrP/0U2i1EryKT+6BA9mf/vSnrFmzht27d5OZmXnbifjzn//8oQ1uKBiNRgoKCnj55ZftbWq1miVLlpCfn3/H7xkYGGDglh/Yzk5bwXSTyYTpIefZ3arHYKCrtQawUn3QiHHbL3hj7jf56pN/JCFq9NVQvJOb8+/K/4fhpqqrihN1JzhRf4KzjWfptzj+MKpVajJDMpkdPZvpYdOpOlvF8mnL7T/Hw3KeFCs0XEJ94xCq8kOoqk+jsjrGqag0KDFTUZIWoCQtRInKAvUtv9o+5mu627nT2WfieFkrR0paOVrSQmPXgFN/XJAP88eGsjAtjBljgvDSam57THd3vz9Xpvp6uj/4gK5dH2C8ds3ervL2xm/BAgIeW4NvTg6qwfPPfEtpJXd2P/NjNloov9DKtZMN1F13XEXQemtInhJG2swIwscE2AP74XrudDTUU3b2JGUFp2govc6t+TN+QcGMmTSFMVlTiZswEU9vH0wmE3X79g3b1zPURuPfrDt5kNevUpRbs7Y+2j//8z/zyiuvkJaWRkRExG03ex08ePBBHm7YqaurIyYmhhMnTpCT41jd/M53vkNeXh6nTp267Xt+9KMf8eMf//i29rfeegtfX9dt+9fT2ETzwROYlQ7AhEY7lvSaQv7fhkZWhX6ZMP8Elz23GD56rb2Um8spNZdSai6l3dru1B+gCiBVm8pYj7EkeyTjox7+ua6+A02EdV0htOsqYd1X8TI772LV4xlGky6T5oAJNPtnYPZw3c1RVgVqe6CoQ8XVDjWVXWDF8XtPq1ZI1SlkBCqkByqEeTvfMzbaaLq78b90iYDCC/hWVNjbFbWanrSxdE3KontcBoqX19ANcogoChg71PTWaumt16KYHSeKV4gZvxgT3pFm1MM4c0BRFAbaW+mprqCnpgKjwfn3jVdIGH4x8fhFx+MZFDIqV9jFJ9fb28vTTz+NwWBA9xE58g8cyAYFBfGLX/yCz33uc59kjMPWxwlk77QiGxcXR0tLy0f+B3xSJpOJbW+/Re3erQCEKXOxDPyJN9eq+dXCNxgbN8mlzz/cmUwm9u3bx9KlS0fMZawBywCFzYWcbjjNqYZTFLUVOdV19VB5kBWWxazoWcyKmkVqYOod/5gMq7npbkJVeRR1+RFUFUdRGZx3CFM8/VAS5qIkLcKatACCEl0aLda093HkehNb84so7/Wio895dSA5zI95qaHMTQ1hWkIQ3tphHHm4wIfPHWt3N90HD9K96wN6T54Ey83cThXe2dkErFqF/9Ilo2ar2A/PT6/ByPUzjVw/1UhHg6MaSECwF2NnRDB2RgQBIcM3dcBqtVB3rYgbZ09RVnCKrhZHPV+1RkNMxgSSs2eQlD0d/+B7pycNq987w5DMj01nZyehoaH3Fcg+cGqBl5cXs2fP/tiDG+5CQ0PRaDQ0NjY6tTc2NhIZeeeSQ15eXnjdYXVBq9U+khPRJzSM2HFZ1FwtpM1ngJzyOKIqa/jmoc/zh9Xvkhjp2mLu7uBR/V+4glWxUtxWzMn6k5ysO8m5pnMMWJwvZyfrk5kZPZOZUTOZGjEVf8/733N8SOamvxMqT9huzrqRB01XnPvVHhA7DRLnQ9J8VLHTUGlsY3RFyNjRayS/rJVjpS0cK22hsvXm5ghqwISfpy3XdX5aGPNSw4gLdt2VFnehMpkYyMujbfceug8fRrnlzbz3+PHo1qxBt2ol2oiIIRzl0FGsUHPFQMnpJiqvtKEMbnLhoVWTPCWc9FlRxKQO3w0LzEYjlZcKKT2TT9nZU/R1ddr7PDy9GDNpCqnTc0iaMh1v//v/fXOTO/9OfhRG+/w8yGt/4ED2m9/8Jr/5zW/49a9//aDf6hY8PT3Jzs7mwIEDrF+/HgCr1cqBAwf42te+NrSDu4cJi5ZQc7UQq/Ea9ZGzeObwX/j7L6j48s5P8fr6rcSEJA31EMUDqOmqsQWu9Sc5VX+KjoEOp/4wnzBmRs20B6/hvsO8moZ5AKpPOwLX2gJQLM7HRGYOBq4LID4HvB78j+P9GjBbKKhs51hJC8dLW7hYa3AqjaVRq8iK1RNmbeVzK2aSnRiKdpRtSnAn1v5+uo8cwfDBByQfOEiD0Wjv80xMRLd6NbrVq/BKTBzCUQ6tlpourhyrpf64H7WmInt7ZJKOjFnRpGSH4+kzPOuiDvT2cOP8WUpP51NeWICp37F67O3nT1L2dFKm5zBm4mS0XsN3BVmMLg/803T69GkOHjzIjh07GD9+/G1R8+bNmx/a4IbKSy+9xLPPPsvUqVOZPn06v/zlL+np6bFXMRiOEiZORqXWoFgNNIQlM7dUw/IrFnZPUPGFrRt5fdNWogPHDPUwxV109HdwquGUfdW1prvGqd/Xw5dpkdOYGTWTnOgckvRJwzv3zGqBhou2oPXGYag6CbdssADY0gOSFkDSfBgzD/xcVzHBalUoaujkeGkLR0taOFPRRr/JeVfC1HB/ZqeEMicllBlJwXhrYNeuXWQnBI3qIPZm8Nq1ezddh/NQem2r1WrAIyoK3cqV6NesxivDTcq1uUB/t4nrZxooOlFPS/XNTTfU+Oo8Sc+JJD0niqDI4bnJRX93N6Vn8rl+8hiVly5gtThuuPMPCSVl6kxSp+cQkz5eNiYQw9IDn5WBgYFs3LjRFWMZNj796U/T3NzMK6+8QkNDA1lZWezevZuIYXyJzMvXl+ix6dQWX2FAaaYtKJ1nTjdwYWwrdZ7wmc3reG3Vn0mLHN05s8NFn7mP803nOVVvC16LWp3zXDUqDRPDJpITlcPM6JlMCJ2AVj2MLzNZrbYtXyuOQcURKD8K/R3Ox/iF24LWwXQBAuNdOqTajj6OlTRzrLSVE6UttPYYnfrDAryYMxi4zk4Jva001mi+a9ja10f3kaN07XEOXgE8oqPwX7qUi/7+LBzc5XE0sloVqq+2UXSinvKLzVjNtp9ftUZFQmYInZoqNjwzBy/v4Tc//T3dlJ09xbX8o1ReLHQKXoOjY0mZnkPqtBwiku+cXy/EcPLAgezrr7/uinEMO1/72teGdSrBnYyZOJna4itYTTW0RU0h9Mr/8oPa5fxbzB6qPD343Aef5ZcLf8OMMQuGeqijzoBlgAtNFzjdcJozDWe42HIRs9W51FBKYIotXSBqJtkR2Q+U5/rIWa3QXDQYuB6DyuPQ2+p8jJcOxsxxBK5h6S69QcvQZyK/rJXjg3mu5S09Tv2+nhpmJoUwOyWUuamhpIb7yx/pW9wreNVGRxOwfDm6lSvwzszEbDbTv2vXqJy/jsZeik7Uc+1kPT0Gx5uj0Dh/0nOiGDs9Ag8vFbt2laPWDJ/5GejtsQevFRfOOwWvYfFjGDtzDqkzZxMSEzeEoxTiwcl1ghEkaqztpi7F0kB77HKUK/9LxP4Cvv3KD3mt/Edc8dby1cNf5/tTvsOGic8M8WhHNqPFyKWWS/bA9ULTBYxW5xXBCN8IpkdOJyc6hxlRM4Z3nqtT4HoUKo5DX5vzMVpfiJ8JCbNtKQNRWaBx3a+Y7gEzZ8rbyL/RSn5ZK1fqDFg/lOc6KVbPnNQw5qSEkhUXiKfH6E0RuBNrXx/deUfo3LOb7rwjtwevK1agW7Ec78zMURm03mTsN1Na0ETxiXrqyxw1X739tIydHkH6rCjC4gLs7cNlNX+gt5cbBae4dvIYFYUFWG6p0xsal8DYnDmMnTlHglfh1u7rr8yKFSv40Y9+xMyZM+95XFdXF7/73e/w9/fnhRdeeCgDFPcvMjkVVCoUq4HuPiMDKVNQlZ5jfHET35zxe94oeJ4TflpeOf8qRc2X+e7Cf0UznAsWuhGT1cSVliv2wLWwqdBpIwKAUJ9QpkVOY3rkdKZHTicuIG74BgdWKzRddQSulcehz7lepD1wHTMHxsyF6MmgcV36Q6/RzJmKdvLLWjl5o5VLtQYsVufqgUlhfswdTBWYmRyCznsYp2MMEafg9XAeSp8jd9kevK5cMWp32bpJsSrUlXRQlF9P2bkmzEZbTrVKBfHjQ8iYFcWYzFA02uH15shkHOBGwRmKj+dRXngWyy1BdXBMHGk5c0nLmUNIrGtTe4R4VO4rkH3iiSfYtGkTer2exx57jKlTpxIdHY23tzft7e1cvXqVY8eOsWvXLlavXs3PfvYzV49b3IGXrx/B0bG01VZjNTfQt/xzeJeeo/WPrzP1Ux/g4/0mMYef4d1ADW/X7KJkSwm/XPM6ei/9UA/d7ZisJopbi+2B67mmc/R96GamYO9ge+A6LXIaY3Rjhm9gYLVA42WozB82gWu/yVZZIL+slfwbrVyo7sD8ocA1PtiXnKQQcpJDmJkUMqq3gL0Xe/C6ezfdeR8KXmNiCFixHN0KCV4BOlv7uHaygeJ85+1iAyN8yZhl2y7WL3B4beZgtVioulRI0fE8Sk7nO1UbCIqOJS1nDmkz5xASlzDq/3/FyHNfgexzzz3HZz/7Wd59913eeecd/t//+38YDLbLKyqVinHjxrF8+XLOnDlDRkaGSwcs7i0qJc0WyFoaaOifTHR2Nn0FBTT/8ldk/dtP8Q/cTfhfN/LH0D7Odpew6d2V/GL5/0dmWOZQD31YG7AMcLnlMgWNBZxtOEthc+FtgWugVyDTIqcxNWIq0yOnkxyYPHz/aJj6UVWdYmzDNjRv/wlqz8BAp/MxWr8PBa5ZLg9cz1d1cPKGLXAtrOrAaHGuLBAT6MPMwcA1JzmEmMDhv0vZUDG3t9N9OI+uA/vpOXYcpd8RlDmC15V4Txg/fM/TR8RstHCjsJmiE/XUXGvn5n2XWm8NqVMjyJgVRUSibljNk6Io1F0vpvj4Ya7lH6Ov05HyoAsLJ33WPNJnzyc0fhi/gRbiIbjvBDYvLy8++9nP8tnPfhYAg8FAX18fISEho7po73ATkZTMlbz9KJYmGm4Y0H/j7+l79ikMW7cS9OSnScnKIuC5A/j+95O8FVxBLV08s+szvDj5G/xN5hdQq4bXZbKh0mvq5ULzBVvg2niWS82Xbstx1XnqyI7Itq+4pgalDt/56+uA6lO2TQiqTkLdOTwsRpzednoGQNz0Rxa49hrNnK/q4FR5G6dutHK+ugOj2TlwjdR524LWweA1NshH/ijfg7Gmlu6DB+jaf4DeggLHDlvYglfdyhUELF8hwSu2QLCxopPiE/WUnG3C2OfIH41JCyQjJ4qkyeFovYZX+lVLVQVFx/MoPn6EzmbHxj0+Oj1pOXPJmDOfqNT0Uf//K0aPj30nhl6vR6+XS9LDTXhiiu0fShOKAg2WCPQbNmDYsoX6n/yExL/+lYhgPRu/sQ31ay9yXrubvf6+/Of5X3Gq7gT/suA/CPYOHtoXMQQ6jZ0UNhVytvEsBY0FXG25illxrioQ4h1CdkQ2UyOnkh2RTUpgyvAMXM1GW5pAbYHjo+X6bYcpfuHUaROInL4BTeIcCB/v0puzOvtNFFS0c6q8jdPlrVysMdyWKhDq7+UUuI4J8ZU/yPegKAoD16/TtX8/XQcOMHC1yKnfKz2dgMWLCViyGK90CW4AegwDXDvVQHF+A+31jsoWAcHe9pqvutDhtdLf09FO0bHDXM07QHNVhb1d6+1D6vQcMmbPJz4zC7VmeAXdQjwKUrVghAlPSESlUmM1d6NYuym/0Myyb/89XQcPMnC1iPa3/0LwM5/F31vLk1//Daq3/kBW40/5VYgfxxrPsGHzY/x47r+wIG7BUL8Ul7FYLdww3OBi80UutlzkYvNFyjrKnOq4AkT6RTI1YipTI2yBa4JuGOaXKQq03XAErDVnbRsRWIy3HxucbNsxKyEH4nMwB8Rx9oMPWDVtFRoXXFVp7zFyuqKN0+VtnCpv5WpdJx+KW4nSezMjMZjpiSFMTwwmOcxv+M3xMKNYLPSdO0fX/gN0HTiAqeaWzTPUanynTMF/yWIClizBMzZ26AY6jFjMViovtVKUX0/l5Vb7drEarZrkyWGkz4oidmzQsNou1mw0UlZwiit5B6i4cA7FartaofHwIHHyVNJnLyApexpaz+GVryvEoyaB7Aij9fYmOCaW1poqrJYmqot04D+e8G+9SMOPfkzzr36FbsVyPMLC8NCo+cwzX2ZX3gT+9eiX+V2EkTI6+frBr7MueR3fnf5dAjwDPvpJh7luazd5NXlcbb/KxZaLXG65TI+p57bjEnQJZEdk21ZdI6YS7R89BKO9B6sV2suh4ZLto+68LXj98MYDAD5BEJPt+IieAv5hzsc8xBJBVqtCSVM356vaOVfVzvmqDkqaum87LiHEl+ljgpmRFMKMxGBJFbhP1v5+ek6coGv/AboPHcLS7rgRT+Xlhd/s2QQsXoz/wgV4BI++Kyp301LTTfGJeq6dbqC/23G+RyTqyJgVRcrUCLyG0XaxiqJQX1LMlbwDXMs/ykCP4/dUVGoa4+cvJi1nHt7+w7jGtBCP2PD5CRYPTXhiMq01VWi1rZiNSVQXtzPmiSfoeH8z/Zcu0fjqz4j52av241fNn01h7G6++OYXuaa/yhv6AHLLcjlZd4KfzP5nZsXMGsJX82C6jF0UtxVT3FbM5ZbLXGy+aNvu9YjzcT4ePmSGZjIxbCITQyeSGZZJqE/o0Az6TswDtvJXN4PWhkvQcBmMXbcfq/GCqEm3BK5TIDjJpZsPtPcYKazusAetF6o76Bow33ZcSrj/4IprMDMSparAg7B0dNB1+DDdBw7Qfey4U6UBtV5PwIIF+C9ZjP/s2ah9fYdwpMNLf4+JkjONFJ2op7nK8fPiq/MkbUYk6bOiCI4aXtvFdrY0cfXIIa4eOUh7fa29PSAkjHHzFjJu3iKCo2V1XYg7kUB2BIpITKHo6CE8vdroH4CKC80kTgwl8pVXqPjUp+jcvh39unX4z5lt/56s5Fgiv7GZmv/+CX+oe4OfhOupopkv7/8yG1M38lL2S8OuTFdbfxtFrUUUtRVR1FpEcVsxVV1Vdzw2SZ/EpLBJTAybSGZoJimBKcOjhq6iQFeDLWhtumoLVhsuQcs1sN4eGKLxgohxEJkJkRMhdqott9XDddtg9pssFDd0canWwPmqdgqrOrjRcvuKtq+nhomxeqbEBzE5Pogp8YGE+Mtlzwdhqquj68BBug4coPfMGaebtTyiouz5rr7Z2ajkJls7q1Whpsi2XeyNC87bxY6ZGEpGThTx44NRa4ZPTruxv4+SUye4euQAVVcu2X4XAFovb1JnzGL8/MXEjctEpR4+YxZiOHrgQPbZZ5/lueeeY968ea4Yj3gIIhKTATD21oMGyi+1ssCq4JM5gaDPfpb2//1f6l/5AUnbtqPxd6xMRAb68PkX/4X/eW8GrxZ9j20hXbylD2BzyWYOVx3i76d9mzVJax75pWCrYqWmq4aSjhKutV2zB6+NvY13PD7KL4qM4AwyQjIYHzSe2oJaNq3eNPTVNXrboKloMGgtcvz7TqkBYEsPiJzoCFojMyF0rEtvyOo1mimq7+RybSeXag1crjVQ0tR928YDYNt8YHJcEJPjA5kSH8TYCH88hlGg4A4Ui4W+CxfoPnSY7rw8Bq4735TnNXYsAUsW4794Md7jxkkaxocYmm9uF9tAd/uAvT0kxp+MWbbtYn0CXPcm70EpVivVVy9xJe8AJadOYBpwlESLGz+R8fMXkzpjFp7ew+tmMyGGswf+i2gwGFiyZAkJCQl8/vOf59lnnyUmJsYVYxMfU3hiEgC9nW34hw/Q1wmNFZ1EJukJ/9aLdB86hKmmhuaf/5zIV37g9L2eHmqef3I9u89lkp77En/uOcGPQ4Mpo51/OPYP5Jbl8oOZPyBBl/DQx60oCs19zZS0l1DaUWr/XNZRdtsuWQAqVCToEuxBa3pwOhnBGQR6B9qPMZlM7FLveuhjvSdjDzQXOwerTUXQVX/n41VqCEmB8Azb6mrUYNCqi3FZeoCiKDR3DXCtQ0XjiUqKG7q5VGugrLn7thuyAIL9PJkQoycrVs/khCCyYgMJ8hs+AYI7sRgMdB89RndeHj1HjmAxOOp/olbjM3kyAUuWELB4EZ7xsvvSh5kGLJSda6LoRD11JR32di9fD8ZOjyRjVhShcf7DKuhvq6vl6pGDXD16kK6WZnt7UFQ04+YuYty8RejChvEW1UIMYw8cyG7dupXm5mb+93//lz/96U/88Ic/ZMmSJTz33HOsW7du6Fe9BJ4+vgRFxdBeX0tobB8N5V6UnWsiMkmP2teXqH/6CVWf/wLtb72FbuUKfKdNu+0xVkxJ5kbcm7z7+s95vea3vB/oyWuBek7Vn2Jj7kaey3yOz43/HL7aB8/NUxSFxt5Gyg3lVHRWUNZRZg9aO42dd/weL40XSfokxgaNJSMkg4zgDNKC0/DTDmGum9kIraUfWmG9Au2VwB2iQQB9vC01IDwDwgc/h6SC1nW5oz0DZq43dnGtoYviBtvna41dtPUYAQ0UXXM6PjzAi8wYPeNj9EyI1pEZqydS5z2sAgN3oigKxtJSuvPy6Dp8mL7zhU4pA2qdDv+5c/FfMB+/OXPwCAoausEOU4qi0HCjk+ITdZQUNGHqH5w/FcRnBJM+K4rESaF4aIdButAgi3GASwd2U3zsMPUljp8xL18/0mbNZfz8xVLvVYiH4GNdowwLC+Oll17ipZde4ty5c7z++us888wz+Pv789nPfpavfvWrpKamPuyxigcQkZRCe30tvgEGIJDSc03M2pSCSqXCLyeHwCeeoOPdd6n7/vdJ2roVtc/tl7KSwvz55rf+kV+8O41FxT9iS08p/xQaRL4P/P7C73n/+vt8Y8o3eCz5sdvqqRotRhp7Gqnvqaeup4667joqOiuoMFRQ0Vlx265YN2lUGhJ0CaQEppASlEJqYCqpQanE+scOXU7rzWoBH15hbS25cx4rgF+4c7AaPg7C0sBb57Jhmi1Wylt6nILVaw1dVLX13vF4tQpCvRSykiIYHx1IZqyOCdF6wnVyQ9YnZR0YoPf0aXvKgKm21qnfKzUF//nz8V+wAJ+sLFQecrvCnfQYBrh2soGiE/V0NDrOY12oNxmzokmbGUlA8PA5X60WCxUXznHp0D4qzp6i3GoLuFVqNWMmTWH8/MUkZ8/Aw1OuZgjxsHyi35719fXs27ePffv2odFoWLVqFZcuXWLcuHG8+uqrfOtb33pY4xQPKDwxmeLjeRh76/DwSqK7bcCWXpBou2Er/DvfpvvIEUyVVTT/6tdEfO+7d3wcb62Gl59eSe758Rzb+u/8uv4v5Pl18/OQEOr6mvj+8e/zH2f/gzDfMFSo6DH10GnspOtOd9ffwkPlQWxALGP0Y0jSJ5EalEpqYCpj9GPw0gzRDUKKAp21d0gLKIa7BN546QcD1VuD1gzwc10FBEVRaOjsdwSsgyutZU3dt23pelNYgBfpkQGkRQSQFhlAeqSOMcFeHNy3h1WrsuRKykNgamykOy+P7sN59OTnO1UZUHl64jtjBv4L5uM/fwGesZKOdTf2mq8n6qi80mav+erhqSZ5SjgZs6KITgkcVjVfmyvLuZJ3gKJjh+k1dNjbQ+ISmDB/MRlzF+IXKCvtQrjCAweyJpOJbdu28frrr7N3714mTpzIiy++yNNPP41OZ1tt2rJlC1/4whckkB1CEYM7fDVX3iBx0jpKzjZRVtBkD2Q1AQFE/vhH1Hzledr+9Cf8Fy7Eb8b0uz7eusnxVMX/jO/+Xw5faf13tvVV8aYugD8Eh9Ix0EHHQMdt3+Ot8SbSL5Iovyii/aOJ18WTqEtkjH4MsQGxaNVDFDxZrWCoguZrtqD11s/G22ufAuDhbVtRvXWFNXwc6KJdWubK0GfieuPNlIBOe+Da2X/nlWA/Tw1jIwNuCVp1pEUGEHyHfFbTQ6wjOxopRiO9hYX0HD1G97FjDBQ576rlERExuOo6H7+ZM6VE1kdore2mKL+e66ca6OtynJuRSToyZkWTkh2O5zCq+drT0U7x8Tyu5B2gubLc3n5zq9hWlZb1n3kGT1l9FcKlHvi3QlRUFFarlaeeeorTp0+TlZV12zELFy4kMDDwIQxPfFw3b/gyNDUSP86PkrNQWuBILwAIWLCAwCcep+Pd96j73vdIyt2KRnf3S9/xIb78x9ee5r/2TsL7+L/z5Y4dPN3ZzTX/MHpnPY81fgb+nv4EeAYQ6BVIkFfQ0OZ/WS3QdoNIwznUJ0psqQDNxbbtWk13vtyOWgshybenBQSNARemNnT1myhp6qaksYvrjd1cb+yipLGbhs7bb3ID8FCrSArzY2zEYNAaqSM9MoCYQB/Uw2ilaqQx1tTSc+wY3ceO0pt/EustBetRqfCZOBH/hQvwnz9ftoS9DwO9JkrONlF0vI6myg/VfJ1pu3ErKHL41Hw1m0zcGNxtq7ywwGm3raTs6Yyfv5gxk7KxKgq7du2S/38hHoEHDmR/8Ytf8MQTT+Dtffe8pMDAQMrLy+/aL1zP288ffUQkhsYGPH3a0Xpp6G4foLHcVr3gpojvfY+eU6cxVVXR8E//7LRRwp1oNWq+tTKT/LG/4stv5/Bd438xqasO9vwYJWMdqlU/g4AIV788B0WB7ibbTVdtZbbPrWW2j7YbaC0DzAC48aHv03jaSlmFpUFYuuNzcBJoXLdS3D1gpmQwSL3e2GUPXusMdw5YAaL13qTdEqymRQaQFOaHl8fwubFlpFKZTPQcP85Afj7dR49hvOF8ImmCg/GfOwe/OXPxmz1LdtW6D4pVoeZ6O0XH67lR2IzFZAsG1erBmq+zhlfNV0VRaCi9bttt68QR+nscV20iU8Yyft5i0mbPw8ffsQuiVa52CPHIPHAg+8wzz7hiHMIFIhJTMDQ20FJ1gzETMyg500jpYPWCm9R+fkT/+79R+ZnP0rl9OwELF6BbteojHzsnOYT0b32Rf3x3MuNKX+Mrmu14FOVivZGHeuW/waQnH84ld6sVeprBUAOG6sHPg//uqIK2G3dPBwAUD28M2gh0ydNQh2cMBq3pthVWF9Zj7RkwU9rkCFZvrrDWdtwl1xaI0HkxNiKA1PAAxkb4kxoRQGqEPzpvyV99VBSrlYHr1+k5kU/38WMknzpNvfmWNA6NBp/JWfjPmYvf3Dl4Z2RIwfr71NnSR3F+PcX5DXS1Od64BUf7DdZ8jcRXN3wuw3e2NFN09BBXjhykva7G3u4fHMK4uQsZN28xIbFxQzhCIQTIzl4jWnhiMtdPHqOpvIxxC+ZTcqaRsoImZm9McbpRwnfyZEK/8mVafvd76n/0Y3ymTEEbGfmRjx/k58lvn83h7dOxfGpHDv+k+j3jByph61dQDv0LqvgcCBsL/hHgE2xb6VRrQO1hK11l6gFjr+0yv7EbeloGP5pswWtPi+3z3SoD3KRSQ2A8BCfb6rGGJA/+OwmzXzR5u/ewatUq1C64oam9x8iNlm7Kmnsoa+62r7TWtN89YA0P8CI1wn8wYB0MWsMD0PtKwDoUTHV19OTn03Min56TJ7G0ttr71Azmus6ba1t1zZl5z/Qb4cxstFB2vpni/Hpqitvt7Z4+HoydFkH6rCjCEwKGzSV4U38/JadPcCXvAFVXLtp32/Lw9CJ1eg7j5i8mfsJE1MNhV0AhBCCB7IgWkWS74auxvJQVXw12pBdUOKcXAIQ+/zzdR4/Rf+kSdd97mfg//s99rTSpVCqenhHP7JS/4TvvjCe79v/4qkcu/oZquFT9kF6JCgKiIDAO9LGgv+VzcJJtdfVuW7Q+hEt8RrOVqrZebjR3c6Olx/Z5MHBt773744f6ezE2wt+2ynrzc7g/gb7DZ9VpNLJ0dtJ7+jQ9J07QcyIfY0WFU7/K1xffaVPxmT6Ds2YTiz//eblh5wEoikJDmYFrpxooOduEsc/xRjQ2PYiMWVEkZYXh4Tk8gkHbbluXuXrkINdPHcfU73gTGjtuAuPnLSZ1xmy85GY9IYYlCWRHsJtb1XY01GMx95M4KZTrpxu5frrxtkBWpdUS/eq/U75xE70nT9L6//5A6Fe+fN/PlRDix1tfmcsfjsYwa+8qpiiXmeZVzarYAeK9utH0G2wrqzc/NJ7g6QdaX/D0Ba0f+IWAX9gtH6G2z/4RLs1b7TdZqOvoo6bd9lHb0Wv7PPh1Y1f/zYWZO4rWe5MU5k9SmB+pEQGMDbcFrbLz1fBgNRrpKywcXHU9Qf+ly7aUlZs0GnwyM/GblYNfTg4+kyah8vTEZDJhlBt27ltHUy/XTjVw/VQDnS2O1IGAYG/SZ0WRPjMSXejw2Xq1o6GeK0cOcPXIQTqbm+zt+ohIxs9bzLh5C9GHf/SVKSHE0JJAdgTzCdChCwuns7mJpvIyxs6I4frpRkrONjL7iRQ0H7qZwisxkcjvf5/6f/xHmn/9a3ynZuM7dep9P59GreIr85NZkBbGt94J4Wf1nfysBAJ9tSwYG8as5FAyonSkhPvj48LVGKtVoWvATGefidauPq51qDBdqKe910xTVz/NXQM0dw/Q1Gn73HGPVdWbfD01JIX5kRRqC1iTBwPXxFA/fD3lx2g4URTFnufak3+C3jNnnWq6AngmJuI3axZ+s3LwnT4dTUDAXR5N3Et/j4lrFxq5dqqBhhuOXfk8vDQkTw4jbWYksWODhk3NV2NfL9dPHudK3gFqii7b2z19fEnLmcO4+YuJSRsnb16EcCPyF3iECx+TTGdzE43lZUxZOQGfAC19XSaqr7YxJvP2ov36jRvoOXWSzm3bqf37b5O4ZfMDb5mZHqkj94XZ/M+xcv6cX0G9oZ+thXVsLawDbPeAhQd4EervRViAF8F+nvh6avDy0ODlocbLQ4OHRoWiKFgVsFgVFEXBoigYzVb6TBZ6jRb6Bz/3Gi30GS109psw9Jno7DNhdVpB1UDRpXuO2ddTQ2yQDzGBPsQG+RIbZPscE+RDbJAPIX6e8sdtGDPV1w8GrraPW/NcATQhIfjl5NiC15yZaKOihmik7s9islJe2ELLOW/+b+8prBbbD5tKBXEZwYydEUlSVhhar+GTOlBTdJkreQe4fvI4poHB1WKVioTMLMYvWELKtJloPYdoIxYhxCcigewIF5GUQumZfJrKy1Br1KROi+DiwRqun2q4YyCrUqmIfOWH9F+8hLGigvqX/4HY3//ugYM4Tw81zy9I5otzEymobCfvejPnqzq41thFW4+Rxs4BGjsHHtbLvCNvrRq9txaVuZ/EqBDCdd6EB9iC57AAL8L8vQkL8CI8wItAX60Eqm7E3NJiy3M9dZreU6duz3P18cF32lT8cmbhN2sWXmNT5f/3E7g177W0oImBXjOgBRRC4/xJmxFJ6rQI/PTDJxg0NDVwJe8gV48cwNDUaG8Piopm/PwljJv3/7N33+FRVfkfx9/TUye990ZJ6NVYEKUqsqKuaxcsuLjoLurPVXYV2yqKvWMFdO2uFRAJXaRDQkghkJDeey+Tmfv7Y2AkQgJIKvm+nicP5N4z95x7uODHk3PPuRRnj67bgU8I0T0kyJ7jjs2TLT6SDsDA8b4kbsjjyP4yWhpbT7pTjsbJkYCXXyLruuup27SJihUr8Jgz5w/Vr9WoGR/uwfhwD9uxsrpmCquaKK1roqy2hfL6FppMZppbLTS3mmkyWWg1W1CrVKjVKjRqrL9XqdBr1djrNNjrNTjoNdjprL/a6zQY7XW42utwsddhtNdhp9NgMplYvXo1l18+RrZh7cNaKytp2LWbhp07qd+1k5b0jLYF1Grshw7F4eg8V4cRI1DJC1pnraqkgUM7i0j73bxXBxc9avc6pl9/Hj4hrj3XwN8xNTVxaKd16kBucqLtuN7enoHnTyDm4sn4D5CNKoQ4l0iQPcd5Hw2yFYX5tDQ14hXsjKuPA1XFDWTElzL4/JP/iNVu8GB8Fj5M0RNPUvLiSziMHo390KGd0iZPJ+u0AnA5ZVnRP5mrq2nYvds24tp86NAJZQyDBuE4fhwO48fjMGaMLIvVSZrqTaTv6WDe63hfvMOdWLPmJ9z9e37XLUVRyD+YbN2wYPvW31YdUKkIjhnGkImTiRwXi87Q/iY+Qoi+S4LsOc7R1Q0ndw/qKsopyTpC4KAYBo73ZecPRzi0q6jdIAvgev311G/fQe3ateQvuI+w/32NRrYeFl3AXFtLw549NOzcRf2unTSnHuT3S0UYoiJxGDceh/HjcBg79oznbov2mU0WspLKSNtRRHZS+SnnvZp6wc5VNWUlpGzeQPLm9VQVF9qOu/r4EXPxJKInXIrRy7sHWyiE6A4SZPsB77AIa5A9kk7goBgGjPNh5w9HyEurpK6yGSe3k89rU6lU+P3nKZpSUzHl5pL/0EMEvf227GQkzpq5upqGvfto2L2bhj17aEpObrskFtaVBRzGj8Nx/Hgcxo1D6+HRztXEH6EoCkVHaqzzXvcUH533auURaJ33OmBc75r3ampuIn3XdpI2rWuzYYHOzp6BsRcSc/EkAgbFyNQBIfoRCbL9gG94FEf27qIo4zAARk97/CJdKEyv5vDuYkZODW73sxqjkcDXXiXr+huo37yFsqVL8frb37qr6eIc0VpWRsOevbbg2nzo0AkjrrqQYBzHjbdOFRg7Fp2PjKZ1hfL8Og7vti7Dd/y8V0cXPQPG+TLwPF88Apx6sIVtKYpCwaGDJG+KI237L7Qct5RaUMwwYi6exIDxF6Czk6kDQvRHEmT7Ab+ogQAUHD5oOzZgnC+F6dUc3FHIiClBHY5g2A0ejO9jj1H4r39R9vob2A8dhtNFF3Z5u0XfZSostE4V2GUNri2ZmSeU0YeF4TBmDA7jxuIwZowsidWFqksbObynmMO7i6koqLcdP37ea8BAN9S9ZL1XgNryMlK2bCB58zoqCwtsx128fYieMImYiyfh4u3Tgy0UQvQGEmT7Ab+ogaBSUV1cREN1FQ4urkSN8WbrV4epKKinJKsWn7COX5RxvfoqGhMSqPrySwr+7/8I++Z/6AICuukORG+mmM00p6fTmLCfxvh4GnbvxpSf37aQSoVhwABrcB07Focxo9F6ytJHXam+upn0PSUc3lNMceZvL22pNSqCYzwYMNaH0GGevWa9VwBTSzMZu3eQtGkd2QcSbKP2WoOBgeddSMzEyQQOipHpTUIIGwmy/YDBwRGPgCDK83IoOHSQyLHnYXDQETHSi0O7ikndVnDKIAvg8+9/0ZSSQlNSEnn/WEDIJ/9Fbeg98+dE92gtK6Nx/35rcN2/n8akJJSGhraFNBrsoqOPBtcxOIwaJS8KdoOmehMZ+6zhNf9QFRydvaFSQcBAN6LG+hA+wgs7x96zFJ2iKBQeTiN58zrStv1Cc8NvI8aBg4cQM3EyA8afj97eoQdbKYTorSTI9hP+AwZZg+xha5AFGHyBv3XL2t3FXHBtFLpTbBurNhgIfPUVMq++hqakJIqfWYzfE493Q+tFT7G0tNCcmtomuJ4w2gqoHR2xGzYU++HDcRg9BvuRI9E49fzSTP1BS2MrmYllpO8pJielwrbiAIBvuJGosT5EjPLuVS9tAdRVlJPyy0aSN62joiDPdtzZ04uYiycRM2ESrr4y3UQI0TEJsv2EX9QgDmxYS+Fx82QDolwxetpRU9bEkX0lDDzv1P/R0AUE4P/CC+TedRdVX3yB/YgRuF41qwtbLrqLpb6eprQ0mlJSrSPvKSk0p6dDa2vbgioVhshI7EcMx374cOyGDcMQEYFK03t+RH2ua2lqJetAGel7SshJrsDc+tuKDx4BTkSN9SZqjA9GT/sebOWJWltayNi7k+RN68jaH4+iWNut1RsYMP58YiZOJih6qEwdEEKcNgmy/YT/gEEAFGUcxmI2o9ZoUKlVDD7fj50/ZJLya+FpBVkAp4suxPOe+ZS9/gZFjz+OISoK+yExXdl80cnMVVU0HDiA2+bNFG3aTMvBg9ZtXn+3kgCAxs0N++HDfwuuQ4eiceo9b7X3Fy1NrWQnlZO+t4TspHLMpt/Cq6uPA5GjreG1N2xScDxFUSjOOEzS5vWk/bqZpvo627mAQdHEXDyZAeddiMFBpg4IIc6cBNl+wt0/EIODI80N9ZRmZ+ITHgnAwPP82PljJgWHq6gqacDV+/T+Y+J59900JR6gbvNm8u69l7Cvv5J1PnshpaWF5swsmg8dovnwYetXWhqmAutb4F5A3XHltd7e2EVHH/0ajF10NFo/P1mXs4eYms1Hw2sx2QfKaT0uvLp42xM52pvI0T54BDj2uj+j+qpK29SB8rwc23EnD09iJkwi5uJLcfOTF0aFEGdHgmw/oVKr8Y0cQHZiPAWHD9qCrLO7HcHR7uQkV3BwWyHnzYo47ev5v/A8WX+5jpbMTPL+8Q9CPvxQ9rfvIYrFgikvzxpUjw+tmVknTg04ShsYSKWbGyGXTMRx6FDsBg+WlQR6gWPhNWNfCVkHymht+S28Gr2OhVdvPAOdel14Nbe2khm/h6RNcRzZtxvl6CYXWp2eyHGxxEycTPCQYajVMg1FCNE5JMj2I/4DBpGdGE/h4TRGTrvCdnzw+f7WILu9kHF/Cj/ttSQ1zs4EvvkGWX+5jsY9eylavBi/xx7rquYLrD+mNZeV0XR8WD10mOb0dJTjFoo/ntrJCUNUFIYBA6y/RkVhN3gQFnt7UlavZuTll6PT9Z632PujlkbrnNeM+FJyktqOvBo97Wwjr55BvS+8ApTlZpO0aR2pv2ykobrKdtwvciAxEycz8PyLsHOU6ShCiM4nQbYf8Y+yzpMtPHSwzfGwYZ7YOeqor24hJ7mc0KGnPypnCA/H//kl5P1tPlWffY7d4MG4/eUvndru/spcW0vz4fS2I6yHDmGuqjppeZVejz4iAkNUJHbHQuuAAWh9fU8afiwmUxffgehIU52JzMRSMuJLyU2twNL62/xkZw87Ikd5EznGG69g514ZXs0tzRxYv4bUXzZSlH7IdtzBxZXoCZcyZOJkPALb3zVQCCE6gwTZfsT36A5fVcWFto0RADQ6NQPH+7J/Qy4pWwvOKMgCOF9yCV7/+Dulr7xK0VP/wRAZhcOokZ3d/HOWpbmZliNHbEG16WhobS0oPPkH1Gr0wcG20VXDgAEYBkShDw5GpZW/0r1ZfXUzmfvLyNhXQv6hKhTLb+HV1ceBiJFeRIzy7rUjr4rFQk5SIgc2riVr569kms0AqDUawkeNZcglUwgdPhqNPIdCiG4i/9r0I3aOTrgHBFGRn0vB4TQix4y3nYu+yJ/9G3LJSiyjtqIJZ/cz27fc469/pSn1ILU//0zeP/5O2Ndfo/OR7SOPZ2lpoSUzi+b0w7RkZFhHWzMyaMnOhqOB4Pe0Pj6/TQkYcDS4RkSgln3l+4zaiiaOxJeSEV9CYUa1bZMCsC6VFTHKi/CRXrj79b4Xto6pLikiadN6Urasp6a0xHbcPTCIoZdMJfqiS2z/YyyEEN1Jgmw/4z9gkDXIHkptE2Td/Rzxj3Kl4HAVKb8WMH5m+BldV6VS4f/M02RlZtJ86BB59/6dkI8/6pc7f1mam2nJyjoaVNNpSU+nOT2DlpycdgOr2mjEMCCqzZQAQ2QkGheXbm69OFuKolBRUE/m/lKOJJRRmlPb5rx3iDMRo7wJH+l12quE9ARTcxOHd20naWMcucmJtuMGB0cGxF5EpdaOq26+Fb284CmE6EESZPuZgIHRJG2MIz81+YRzQy4OsAbZrQWMuTwUjebMFiVXOzpaX/7687U0JSZS9PgT+D3zdK8dZTpbluZmWjIzbYG1OT2dlmOB1WI56WfUzs4YIiMxREZgiIxEHxGJISoSrbf3OdtP/YHFolB8pJojCaUc2V9GTelxL96pwC/ChYiR1vB6pj/t6E627WI3rePgti20NB7delilInjIcIZcMsW6M6BKzerVq+WZFUL0OAmy/UzAYOvGBUUZhzG1NKPT/zZiGj7CC3tnHQ3VLWQllhEx0vuMr68PCiLg5ZfIuXMu1d9+i0qrxeeRf/fZkVnFYqG1sJCW7Gyas7JosX1lY8rLO43Aag2t+qO/l8B67mg1mck7WElmQimZiWU01v728pxGqyZosBthI7wIHeqJg7F3j1rWV1WSsmUDSZvWUZGfazvu4u1DzMTJxFw8CaPnb/8emORFQSFEL9FnguzTTz/NqlWrSEhIQK/XU3WSN7dzcnK4++672bhxI05OTsyePZvFixejPe7Fg02bNnH//feTnJxMUFAQjzzyCHPmzGlznTfffJPnn3+eoqIihg8fzuuvv864ceO6+A67h6uPH46ubtRXVVKUfoig6KG2cxqtmsEX+LNvTTbJW/L/UJAFcDz/fHyfeJyiRY9R9dVXNOzZg9e99+A8bVqv28ZUURTMlZWYCgoxFeRjKiigtbAQU0EBLVnZtOTkoDQ3t/t5tdHYJrAeG2XVentJYD0HNdWbyE4qJ3N/KdnJFbQ2/zZVRG+vJXSoB+EjvAiKdkdv17v/eTW3mjiybzdJm9aRGb/ntzVfbdvFTiEoeohsFyuE6NV697+0x2lpaeHaa68lNjaWDz744ITzZrOZGTNm4Ovry7Zt2ygsLOTWW29Fp9PxzDPPAJCZmcmMGTOYN28en3zyCevXr+fOO+/Ez8+PadOmAfDFF19w//33s3TpUsaPH88rr7zCtGnTSEtLw9v7jwW73kSlUhEweAiHtv9CfmpymyALEHOhP/t+ziY3tZKq4gZcff7YHD63a69F6+VF4aOP0pKZSf79D6DxeAbnKZNxvOAC7IcNR+fTdf2pmM2Ya2poLirCPj2d2pWrUKqqaC0rxVxWTmtpKabCQkyFhShNTR1fTKdDHxSEPjT06FcI+pBQ9GGhaL0ksJ7LFAWqihvIS6km60AZhRnVbVYacHQ1ED7ck7ARXvgPcD3j6Tg9oTQni+RNcaT8sonGmmrbcb8BgxgycTIDYy/C4NC7trkVQoj29Jkg+8QTTwCwfPnyk55fu3YtKSkprFu3Dh8fH0aMGMFTTz3FQw89xOOPP45er2fp0qWEhYXx4osvAjB48GC2bt3Kyy+/bAuyL730EnPnzuW2224DYOnSpaxatYoPP/yQhx9++KR1Nzc303zcqF1NTQ1g/fFbV/8I7tj1z6Qev6hBHNr+C7mpSYz+3efsXbQEDXYjN6WSA1tyOW/Wmb30dTy7Cy4g+LvvqP7kU6o+/RRzeTlVn39B1edfAKB2c0MXEIDO3x+NmxtqoxG10RmVTgdqjXX0VqMGRUFpMaG0NKO0tLT5vaWuHktNDebaWiy/+zomCCg+RVs1Xl5o/XzR+fmj9fdD6+uHLjgIfUgoWj/fdpe1am1n16y+4I88O/2BudVCUUYNmYmlFO9x5Ms1e9ucd/NzIHSYB6HDPNosk2WxmLFYTv4yX09rqq/j0PatpGxeT0lmuu24g4sbgy+ayOCLLsE9IMh2/FTPhDw7HZP+aZ/0Tcekf6zO5P5ViqIopy7WeyxfvpwFCxacMLVg0aJF/PDDDyQkJNiOZWZmEh4ezr59+xg5ciQTJkxg1KhRvPLKK7Yyy5YtY8GCBVRXV9PS0oKDgwNff/01s2bNspWZPXs2VVVVfP/99ydt0+OPP24L2sf79NNPcXDofW8lN1eWk/vTN6i0OsL/fOsJPzpsLNZQvs8Btc6C3yX1qDpjNoDZjENGBk7JydhnZ6MvKkbVDY+e2cGBVicnzM7OtDo7YXY69qsTJldXWo9+KbLuZb9mblHRVKqhqURLU5kWpfW4UXaVgsHDjL1XK3berWgd+sY/mYrFQmNxATVHDlGfm4VyLGSrVDgGhGCMGICDX5BMHRBC9DoNDQ3ceOONVFdXYzQaOyx7zvzXu6ioCJ/frVt67PuioqIOy9TU1NDY2EhlZSVms/mkZQ4ebLsb1vEWLlzI/fffb/u+pqaGoKAgpk6deso/gLNlMpmIi4tjypQpp73NqMVi5t3Na2hpaGBszGC8wyJ+d17hs8zd1Fc2M8B3DFFjO38KgKWhAVNuLqa8PFoLCjBX12CpqcFSW4tibkVpNYPZbPuPr1pvQGXQo9LrUekNqPQ6VHo9aicn1M5G1M7OaIzOqJ2dURuNaJytv2+FM+6f/uKPPDvnCkVRqCxsICepguykCoqzatqs72rvrCNwsCsVphwuu3YCDs69d6WB36suKSJ1ywZSftlIXXmZ7bhHUAjREy5l4PkTznrN1/787JwO6Z/2Sd90TPrH6thPtk9HjwbZhx9+mOeee67DMqmpqQwaNKibWvTHGAwGDCd5K1+n03Xbg3hmdekIGBhNZvweig6nETDgxP4dcpE/O3/IJHVrIdHnB3RuYwFcXDC4uMCQIZ1/7eOojv54ojv/LPqa/tI3ZpOF/EOVZB0oJ+tAGbXlbedGewY5ETrUk5ChHviEGGk1t7J69REcnO16ff+Ympo4tPNXkjetIzflgO24wdGRQRdMZMjEyfiER3b6fO7+8uz8UdI/7ZO+6Vh/758zufceDbIPPPDACSsG/F54+OnN0fT19WXXrl1tjhUXF9vOHfv12LHjyxiNRuzt7dFoNGg0mpOWOXaNc0XAoBgy4/eQfzCZ0TOuPOH84Av82b0qi6IjNZRk1+Ad0rUjy0J0hbrKZnJSysk+UE5OattVBjRaNYGD3Agd5knIEI8T13ftndNdbaxrvh4kaWMcadt/oaXx6Nq1KhUhQ0cwZOJkIsfGopUNC4QQ57AeDbJeXl54eXl1yrViY2N5+umnKSkpsa0uEBcXh9FoJDo62lZm9erVbT4XFxdHbGwsAHq9ntGjR7N+/XrbHFmLxcL69eu55557OqWdvUXgIOt6snkHk1EU5YSRGkcXA5FjvDm0s5jEjXlMnhPdE80U4oyYWy0UZlSTk1xOTnI55fn1bc47uugJGeZJ6FBPAge6oTP0ruXgTkddZYVtzdfKgjzbcRcfX4ZcPJnoiy9ts+arEEKcy/rMHNmcnBwqKirIycnBbDbbXuqKjIzEycmJqVOnEh0dzS233MKSJUsoKirikUceYf78+bYf+8+bN4833niDf/7zn9x+++1s2LCBL7/8klWrVtnquf/++5k9ezZjxoxh3LhxvPLKK9TX19tWMThX+EREodHpaKypprIwH3f/wBPKDLskiEM7izm8p5jzr47s9Yu6i/6ptqKJ7CRrcM07WInpuFFXVOATaiQ4xoOwYZ5tVhnoS8ytJo7s3U3SpjgyE/b+tuarwcCA8RcwZOJkAgfLmq9CiP6nzwTZRYsWsWLFCtv3I0eOBGDjxo1MnDgRjUbDypUrufvuu4mNjcXR0ZHZs2fz5JNP2j4TFhbGqlWruO+++3j11VcJDAzk/fffty29BXDddddRWlrKokWLKCoqYsSIEaxZs+aEF8D6Oq1Oh1/kQPJSk8hLTT5pkPUJNeITZqQ4s4bkX/IZOyOsB1oqRFtmk4WC9Cqyk8vJSa6gsrDtqKu9s47gaA+Ch7gTPNgDO6e+O8/Mtubrlo001v728oP/gMHE2NZ87X0rowghRHfpM0F2+fLl7a4he0xISMgJUwd+b+LEicTHx3dY5p577jnnphKcTMCgGPJSk8hPTWLYpGknLTPs0kDiPkghaUs+o6aFoNHKiI/oXsdWGMhNrSA3tYL8Q5W0tvy2NbBKBb7hLgTHuBMc44FXkDMqdd8bdT2mqa6Og79uJmnTOoqPHLYdd3R1I3rCpcRMnIzHcWu+CiFEf9ZngqzofIHRQ9j57RfkpiSddJ4sQMRIb351SaehuoWM+BIGjD23XnoTvVNjbQu5ByvITakgN7WS+qq22wQ7uOgJjvEgONqdoMHu2Dn23VFXsC6Jl5OUSNLGONJ3b8d8dLUNtUZDxOjxxEycTNiI0ah72RbPQgjR0yTI9mMBAwej1mipLS+lurgIV1+/E8potGqGTAhg14+ZJG7IkyArukSryUxhRjV5qRXkpFRQllvX5rxGp8Y/0oWgwR4ERbvhEdA357r+XlVxEcmb15G8aT215aW2457BoQyZOIXBF03EwejSgy0UQojeTYJsP6Yz2OEXNYD8gynkJCeeNMgCxFwUwJ6fsijOrKE4swafMFmKS5wdxaJQUVhvmy5QcKiKVpOlTRmPQCeCB1tHXP0iXdDqz43RSFNzE4d3biNpY9xJ13wdeskUvMMizomgLoQQXU2CbD8XFDOM/IMp5CYntjtP1sGoJ2qMD2k7ikjclMuUsJhubqXo6xRFobq0kbyDleSnVZJ/qJLG2rZ7aTsY9QQdnSoQNNj9nFolw7bm66Z1pG3bImu+CiFEJ5Eg288Fxwxjx/8+Jzc5sd15sgDDLgkkbUcR6XtKOP/qSBxdTtzJTIjj1VU2kZdWSf7BSvLSKqmrbDvPVatX4x/paguv7v6O59woZG15GalbN5G8aR0VsuarEEJ0Ogmy/Zxf1CA0Oh31VZVUFOS1+za0d4gR33AXio5Uk7wln3EzT2/HNdF/NNa1kJ9WZQ2vaZVUFTe0Oa/WqPANdyFgoBuBg9zwCTWek6tgtDQ2cGjnNlJ/2UBO8gFQFOC4NV8vmULgoBhZ81UIITqBBNl+TqvX4z9gMLnJieQmH+hwWZ9hlwZSdKTathTXuTJnUfwxLY2tFKRXkXd0xLU8r+0LWioVeAU7EzjIjcCB7vhGuqA7R58Zi9lMdmI8Kb9sJH33Dlpbfht9DhgUQ/SES2XNVyGE6AISZAVBMUOtQTZpPyOmXt5uuYiRXji721Fb0UTaziJiLgroxlaKntbaYqbwSLVtqkBJdi2KRWlTxt3fkcCjI67+Ua4YHPr2slgdURSFkswMUn7ZyMFfN9NQXWU75+YXQPRFlzD4oom4eMtKH0II0VUkyAqCY4azjU/ITTmAYrG0+yNPtUbN8ElBbP3qMAnrcom+wL9PLzwvOtbaYqYos4aCQ5UUHK6i6EgN5ta2KwsYveyPjri6ETDA7Zx6Qas9NWWlpG7dROovGynPy7Edt3c2MvD8CURPuATfiAHn3HxfIYTojSTICnwjo9AaDDTW1lCWl4NXcGi7ZQdf4MeulZlUFTeQnVRO6DDP7muo6FKmZjNFGdXkH7YG1+KsGiytbUdcHV30BA5yJ2CgGwEDXTF62PdQa7tXc0MDh3ZuJXXLRnJTk2zzXjU6HRGjxxM94RJCh49Go5V/UoUQojvJv7oCjVZHwMBoshPjyU1O7DDI6u20xFzoT3xcDgnrciTI9mEtja00lmrY+X0mRRk1lGbXYrGcGFz9B1inCQQMcMXVx6HfjDSaW1upz8/hpzdeJHPvLlpNLbZzgdFDiL7oUgacdwEGB8cebKUQQvRvEmQFYF1PNjsxnpykREZd9qcOyw67NJD963PJP1RFSXYN3iGyQUJf0NxgoiC92jZVoDSnFkVxoJzfloVycjcQEOWG/wBX/KNccfGy7zfBFazzXouPpJPyywYO/rqZxpoa2zl3/0CiJ1zK4AsnYvSSJbOEEKI3kCArAOt6sgB5qQewWMyo1e2/Xe7kZkfkWG8O7SwmYV0uU++QDRJ6G0VRqC1vojCjmqIj1q+yvDpoO+CKxt5CxHA/gga64x/litGzf0wV+L2a0hJSt24iZcuGNuu9agx2DLl4EkMmTsYnPLJfhXohhOgLJMgKAHzCI9Hb29NcX09pViY+4ZEdlh8xOZhDO4tJ31tC7FUROLvbdVNLxcm0msyU5tRRdFxwbahpOaGcq48D/lHW0VbvMCe2bF/PxMsHoNOdu6sLtKe+qpJDO7ZycNsvFKSl2I5rdXoixoxnwPkTSMkv4uIrruiX/SOEEH2BBFkBgFqjIXDwEI7s2032gYRTBlmvIGcCBrqRn1ZJ4oZcLvhzVDe1VBwbbS3JrqU40xpaS3JqT3gxS61R4RXsjG+4C77hLvhFurTZkc1kMv3+0ue8pro6Du/exsFft5CblIiiHF2FQaUiaPAQBk+4hAHjrfNeTSYTqYWre7bBQgghOiRBVtiEDBtpC7LjrvzzKcuPnBJMflolyVsLGDMjDIO9PE6d7VhoLc2ppSSnltLsGkpyammubz2hrL2zzhpaI1zwC3fBK8QZre7c3IDgTJiamkjfu5O0bVvIjN+Lxfxb3/lGDmDQ+RMYEHshzu7y4qIQQvQ1kjyETcjQkQDkH0zG1NKMTm/osHxwjDtufo5UFtaTsrWAkVOCu6OZ5yzFolBT3kRZXi2l2ceCay1N9SeOnKo1KjwCnPAONeIXYR1xNXrayRzOo1pNJrIS9nLw181k7NtFa/NvO215Bocy6PwJDIy9CFdfvx5spRBCiLMlQVbYuAcE4uTuQV1FOfmpyYQOH9VheZVKxYjJQWz8+CCJG3IZdmkgGo3sH386mupMlOfXUV5QR3leHeUF9ZQX1NPabD6hrFqtwj3AEe8QI17BzniHOOPh74RGJ319PIvZTE7Sfg5u20L6ru00N9Tbzrn6+DHw/AkMumACnkEhPdhKIYQQnUmCrLBRqVSEDBtJ8qZ1ZB9IOGWQBRgwzocd3x+hrrKZw7uLGXSejHAdz2yyUFFUT0V+HWX51l/L8+uorz7xRSwAtVaFu5+jNbAGO+MVYsQjwFGmCLTDYjaTm3KAQzu2cnjXdhprqm3nnNw9GBh7EYPOn4BPRJSMVgshxDlIgqxowxZkE+NPq7xWp2HEpCC2f5vBvjXZDBzn2y+3rT02l7U8v47y/HrbSGtVSSPK7zYZOMbZww6PACc8/B3xCHTCw98JFx97GdU+BYvZTG7y0fC6u214tXc2MuC8Cxl0/gQCBkW3u92yEEKIc4MEWdFGyJDhAJRmZ1JfVYmjq9spPzNkQgD7fs6msqiBjPhSIkef24vFN9WZqCg8GliPjrCWF9RjajpxWgCAwUGLu78jngFOuAc42cKrXl6OO20Ws5mc5EQO7dhK+q7tNNb+tlGBnbORqLHnMeC8CwmKGSbbxAohRD8i/+KLNhxcXPEKDac06wg5BxIYfNElp/yM3l7L0EsC2bMqi71rsogY5XVO/Bi3ucFERUE9FYX1bX492fqsYH0By83XEY8AR2tYDXDCI8ARR1fDOdEf3c3c2kru0fB6ePcOmo4Lr/bORiLHxVrDa/RQCa9CCNFPyb/+4gShw0ZSmnWE7NMMsgDDLwkiYV0uZbl1ZCeVEzq07yxl1NLYag2pvwus9VXN7X7Gyd1wdGTVCY9ARzz8nXD1dZBpAWfJ3NpKbtJ+0nb8Svru7TTV1drO2RtdiBoXy4DxFxIUMxS1RuYNCyFEfydBVpwgZOhIdv/wP7IT41EU5bRGE+2cdAy5yJ+Edbns/SmbkCEevW4U0tRsprKonvL840NrHXUVHQRWNwPufo64+Tvi7ueI+9Ff9XbyV6ezmFqayU5MIH3XdjL27mwTXh1cXK3h9bwLCRw8RMKrEEKINuS/xuIEAYOi0er01FVWUJGfi0fg6a0PO2JKMImb8ig6Uk3S5nyGTgzs4paeXEtTK1XFDVQWNVCaW0PZfns+27Wb2oomOPl7Vzi46NsEVXd/J9z9HDA4yNakXaG5oZ4j+3aTvms7mQl7MTU32c5Zw+v51vAaHYNaLeFVCCHEyUmQFSfQ6vUEDI4hOzGe7MT40w6yji4Gxl0Rxo7vjrDl80NUlzYy7oqwLnmpSbEo1FY2UVXUQGVxw3G/1p9kaSstTViDkr2z7mhYdbL+ejS42jlKYO1q9VWVZOzdyeFd28k5sL/NDlvOHl5EjjuPqLGxBAyW8CqEEOL0SJAVJxUybCTZifFkJcYz6vIrT/tzo6aF0NzQSvzaHPavzyX11wKixvoQMtQT3zAjdk6605pyYDFbaKwzUVfRTE15I7UVTdSWN9l+rSltpNVkaffz9kY9bj4OuPrYU1CRyYWTx+Id7IK9k/6070WcveqSYtJ3b+fwru3kp6WA8tuQuHtAEFHjYokcG4tPeGSvm4oihBCi95MgK04qZOgIAPJSkjC3mtBoT2/EUqVScf7VkfhHubLtf+lUFjWQ/EsByb8UANYVDoyedujttGj1GrQ6NWazBbPJQmuLmcY6E011JpobWk9Rk3WVABcve9x8HXH1ccDN1wFXXwfcfH6bEmAymVi9+hD+Ua7odDLq2tUURaE8L4fDu7aRvmsHJVkZbc77hEdZw+u4WDwCgnqolUIIIc4VEmTFSXkFh+Lg4kpDdRUFaakExQw7o8+HDvUkJMaD/EOVpO8tIS+tkuqSRloaWynLrTuta6hU4OhqwNndDid3O5w97DB62OHsbofR0x6jpx1qWSWgx1nMZgrSUknfu5OMPTuoKiq0nVOp1AQOjiFyXCyRY8/D6HlurzEshBCie0mQFSelUqsJHT6KlC0byEzYe8ZB1noNFYGD3Akc5A5Aa4uZ6lLrNAFTs5nWFjPmVgW1RoVGq0arV2PvpMPOSY+9sw6Dgw51P9wlrC9oaWoke388GXt3krFvd5s1XjVaLSHDRhI5LpaI0eNxMLr0YEuFEEKcyyTIinaFjRhtDbLxe5hw021nfT2tXmPbKED0PXWVFRzZu4v0PTvISdqP2WSynbNzciZ85BgixowndPgo9PYOPdhSIYQQ/YUEWdGukOGjUKnUlOVmU1NWitHTq6ebJLqRYrFQfCSdjH27yYzfTfGR9DbnXXx8iRwznogx5xEwMFrWeBVCCNHtJMiKdtk7OeMbNYDCQwfJ2r+XYZOm93STRBdrbmggO3EfR/btITNhDw3VVW3O+0YOIHLMeUSMGY9HYLCsNCCEEKJHSZAVHQofMYbCQwfJjN8jQfYcVVmYT05iPJnxu8lLTWmzvqve3p6QYSMJHzmWsJFjcHR168GWCiGEEG1JkBUdChs5hl+//C/ZB/af0TJcovdqNZnIS00iY89Osn/dQvqn77U57+YXQPioMYSPGkfAoGj5MxdCCNFrSZAVHfIODbctw5V/MJXgIWe+eoHoeXWVFWTG7+HIvt1kH0jA1NRoO6fWaAmMHkLEqLGEjRqLm69/D7ZUCCGEOH0SZEWHVGo1YSNGk7x5PZkJeyTI9hEWs5nC9ENk7d9LZvyeE17UcnR1I2T4KCosKmbdejuORmMPtVQIIYT44yTIilMKPRZk4/dw8c2393RzRDtqy8vI2r+PrIS9ZCcl0Fxf3+a8b0QU4aPGET5qLN6h4bSazaxevRq9vX0PtVgIIYQ4OxJkxSmFDBuJSqWmPC9HluHqRVpbWsg/mELm/r1kJeylPC+nzXk7RydCho0kdMRowkaMPvFFLbO5G1srhBBCdD4JsuKU7J2c8YsaSMGhVLIS9jJssqxe0BMURaGyMJ+s/fFk7d9LbsoBWpubbedVKjW+kVGEDrcGV5+ISNRqWdtVCCHEuUuCrDgtYSPHUHAolSPxeyTIdqP6qkpyDiSQfWA/2UkJ1JWXtTnv6OZO6PBRhA4fRcjQEdg7y1xXIYQQ/YcEWXFawkaM5tcvPrZuTSrLcHWZlqZG8lKTrOE1MYGy3Ow25zVaLQGDogkZNoqwEaPxDA6VTQmEEEL0WxJkxWk5fhmuvNRkQoaO6OkmnRMsZjNFGYfITkwg+0AChYcPYvnd3FXv0AhCho0geOgIAgYORmew66HWCiGEEL2LBFlxWlRqNeGjxpK0MY4je3dJkP2DFEWhIj+P7AMJ5CQlkJt8gJbGhjZljF4+hAwbQcjQEQTFDMPB6NJDrRVCCCF6N3VPN+B0ZGVlcccddxAWFoa9vT0RERE89thjtLS0tCmXmJjIRRddhJ2dHUFBQSxZsuSEa3311VcMGjQIOzs7hg4dyurVq9ucVxSFRYsW4efnh729PZMnT+bw4cNden99RfjocQBk7N2Joig93Jq+o66ygpRfNrLmrZd5929zWP7A3Wxc/g4Ze3bS0tiAnZMzA8ZfwJS593DHa+8z940PmHrXvQyMvUhCrBBCCNGBPjEie/DgQSwWC++88w6RkZEkJSUxd+5c6uvreeGFFwCoqalh6tSpTJ48maVLl3LgwAFuv/12XF1dueuuuwDYtm0bN9xwA4sXL+aKK67g008/ZdasWezbt48hQ4YAsGTJEl577TVWrFhBWFgYjz76KNOmTSMlJQU7u/79I93QoSPR6HRUlxRTnpeDZ1BITzepV2qoqSYvNYnc5ERykw+csCyWRqcjYFAMIUOto65eoWGyuoAQQgjxB/SJIDt9+nSmT//tTfnw8HDS0tJ4++23bUH2k08+oaWlhQ8//BC9Xk9MTAwJCQm89NJLtiD76quvMn36dB588EEAnnrqKeLi4njjjTdYunQpiqLwyiuv8Mgjj3DllVcC8NFHH+Hj48N3333H9ddf38133rvo7OwIHjKczPg9ZOzdJUH2qKa6uuOCayKlOVltC6hU+IRFEDx0BCFDRuA/aDA6vaFH2iqEEEKcS/pEkD2Z6upq3N3dbd9v376dCRMmoNfrbcemTZvGc889R2VlJW5ubmzfvp3777+/zXWmTZvGd999B0BmZiZFRUVMnjzZdt7FxYXx48ezffv2doNsc3Mzzcet51lTUwOAyWTCZDKd9b125Nj1u7qeY0JHjCEzfg/pe3YwasasbqnzbHRF/zQ31FOQlkJeShJ5qUmUZmfC76ZauAcGETh4KIHRQwgYFHPCsljd9efVke5+dvoa6Z/2Sd90TPqnfdI3HZP+sTqT+++TQTY9PZ3XX3/dNhoLUFRURFhYWJtyPj4+tnNubm4UFRXZjh1fpqioyFbu+M+drMzJLF68mCeeeOKE42vXrsXBweEM7uyPi4uL65Z6Whus254WHU7jh2/+h9aub2xvejb9YzGZaCwtorG4gMbiQpory04IrjqjK/beftj7+GHv44/Wzp4G4FBpJYdKt55l67tWdz07fZX0T/ukbzom/dM+6ZuO9ff+aWhoOHWho3o0yD788MM899xzHZZJTU1l0KBBtu/z8/OZPn061157LXPnzu3qJp6WhQsXthnprampISgoiKlTp2I0du0C9SaTibi4OKZMmYJO1z1ru36+fyclmRlEergSffGkbqnzj/oj/dPcUE/hoYPkH0wmPy2FkiPpJyyJ5eLjR2D0EOuo6+AYHN3c27la79UTz05fIv3TPumbjkn/tE/6pmPSP1bHfrJ9Ono0yD7wwAPMmTOnwzLh4eG23xcUFHDJJZdw/vnn8+6777Yp5+vrS3FxcZtjx7739fXtsMzx548d8/Pza1NmxIgR7bbRYDBgMJw451Gn03Xbg9iddUWMHk9JZgZZCXsZ3kd2+eqofxpqqsk/mExearJ1qkBWJopiaVPG6OVDUMxQgmOGERQzDGcPz+5odrfozmenL5L+aZ/0Tcekf9onfdOx/t4/Z3LvPRpkvby88PLyOq2y+fn5XHLJJYwePZply5ahVrddOSw2NpZ///vfmEwmWwfExcUxcOBA3NzcbGXWr1/PggULbJ+Li4sjNjYWgLCwMHx9fVm/fr0tuNbU1LBz507uvvvus7zbc0fEmPFs//pTshL30drSgva4ecl9QV1lBXmpSbY5rr9fVQDA1dePwMFDbF8u3j4nuZIQQgghelKfmCObn5/PxIkTCQkJ4YUXXqC0tNR27tgo6o033sgTTzzBHXfcwUMPPURSUhKvvvoqL7/8sq3sP/7xDy6++GJefPFFZsyYweeff86ePXtso7sqlYoFCxbwn//8h6ioKNvyW/7+/syaNatb77k38w4Nx8nDk7ryMnKTEwkbOaanm9QuxWKhuaqC5E3rKM44RF5qElVFhSeU8wgMtobW6CEEDorByd2jB1orhBBCiDPRJ4JsXFwc6enppKenExgY2ObcsYX5XVxcWLt2LfPnz2f06NF4enqyaNEi29JbAOeffz6ffvopjzzyCP/617+Iioriu+++s60hC/DPf/6T+vp67rrrLqqqqrjwwgtZs2ZNv19D9ngqlYqIUePYH7eajL07e1WQbaippvBw2tGvgxRlHKalsYHc48qoVGq8QsOOjrbGEDAoRjYeEEIIIfqgPhFk58yZc8q5tADDhg3jl19+6bDMtddey7XXXtvueZVKxZNPPsmTTz55ps3sVyLGjD8aZHdx6e3zemRBf1NLM2U5WRSlH7KF16riE0dbVVotAQMG4R81iIDBMQQMjMbg4Njt7RVCCCFE5+oTQVb0PkExw7BzdKKuopzUXzYR08WrF7Q0NlCSnUlJZgYlmRkUZ2ZQnpeDYrGcUNY9IAi/qIH4Rw3CKyyCnYlJzLjiin49cV4IIYQ4F0mQFX+IVqdjzMyr2fr5R6z/cCmOrm6EDh911te1mM1UFRdRnpdNeW4OZXk5lGQdobIw/4S1WwHsjS74hkfiFzUIv6iB+EYOwM7RyXbeZDKhSko563YJIYQQoveRICv+sLF/uoac5ERyDiTwv2cWET56HEMunkxgzFDsnZzb/ZxisVBXVUF1STE1pSVUlxRRkZ9HeW42FYX5mNvZ0cPJwxOfsAi8QyPwCY/AOywCJzcPVCpVV92iEEIIIXoxCbLiD1NrNFz1z0Vs+uh99q/7iSN7d3Fk7y4A7JyNOHt4otXr0Wi0mE0mmurraKqvo7m+7oQNBo6n1RtwDwjEMzAYj6AQvEPC8A6LwMHFtZvuTAghhBB9gQRZcVa0ej2T7/wbI6fP5MDGtWTu201FQR5NtTU01ba/M4dKrcbo6YXRywejlzfu/oF4BAbhERiCi5c3qt+tEyyEEEII8XsSZEWn8AgMYuItdzDxljtobmigprSYuopyWltNWFrNqLUa7BydrF9Ozji6uqHWdP9KB0IIIYQ4d0iQFZ3O4OCAV0gYXiFhPd0UIYQQQpzD5Oe3QgghhBCiT5IgK4QQQggh+iQJskIIIYQQok+SICuEEEIIIfokCbJCCCGEEKJPkiArhBBCCCH6JAmyQgghhBCiT5IgK4QQQggh+iTZEKELKIoCQE1N+1u0dhaTyURDQwM1NTXodLour6+vkf5pn/RNx6R/2id90zHpn/ZJ33RM+sfqWH46lqc6IkG2C9TW1gIQFBTUwy0RQgghhOibamtrcXFx6bCMSjmduCvOiMVioaCgAGdnZ1QqVZfWVVNTQ1BQELm5uRiNxi6tqy+S/mmf9E3HpH/aJ33TMemf9knfdEz6x0pRFGpra/H390et7ngWrIzIdgG1Wk1gYGC31mk0Gvv1Q38q0j/tk77pmPRP+6RvOib90z7pm45J/3DKkdhj5GUvIYQQQgjRJ0mQFUIIIYQQfZIE2T7OYDDw2GOPYTAYeropvZL0T/ukbzom/dM+6ZuOSf+0T/qmY9I/Z05e9hJCCCGEEH2SjMgKIYQQQog+SYKsEEIIIYTokyTICiGEEEKIPkmCrBBCCCGE6JMkyAohhBBCiD5Jgmwf9+abbxIaGoqdnR3jx49n165dPd2kbvf444+jUqnafA0aNMh2vqmpifnz5+Ph4YGTkxPXXHMNxcXFPdjirrVlyxZmzpyJv78/KpWK7777rs15RVFYtGgRfn5+2NvbM3nyZA4fPtymTEVFBTfddBNGoxFXV1fuuOMO6urquvEuusap+mbOnDknPEvTp09vU+Zc7ZvFixczduxYnJ2d8fb2ZtasWaSlpbUpczp/l3JycpgxYwYODg54e3vz4IMP0tra2p230iVOp38mTpx4wvMzb968NmXOxf55++23GTZsmG03qtjYWH766Sfb+f783MCp+6e/PjedRYJsH/bFF19w//3389hjj7Fv3z6GDx/OtGnTKCkp6emmdbuYmBgKCwttX1u3brWdu++++/jxxx/56quv2Lx5MwUFBVx99dU92NquVV9fz/Dhw3nzzTdPen7JkiW89tprLF26lJ07d+Lo6Mi0adNoamqylbnppptITk4mLi6OlStXsmXLFu66667uuoUuc6q+AZg+fXqbZ+mzzz5rc/5c7ZvNmzczf/58duzYQVxcHCaTialTp1JfX28rc6q/S2azmRkzZtDS0sK2bdtYsWIFy5cvZ9GiRT1xS53qdPoHYO7cuW2enyVLltjOnav9ExgYyLPPPsvevXvZs2cPl156KVdeeSXJyclA/35u4NT9A/3zuek0iuizxo0bp8yfP9/2vdlsVvz9/ZXFixf3YKu632OPPaYMHz78pOeqqqoUnU6nfPXVV7ZjqampCqBs3769m1rYcwDl22+/tX1vsVgUX19f5fnnn7cdq6qqUgwGg/LZZ58piqIoKSkpCqDs3r3bVuann35SVCqVkp+f321t72q/7xtFUZTZs2crV155Zbuf6S99oyiKUlJSogDK5s2bFUU5vb9Lq1evVtRqtVJUVGQr8/bbbytGo1Fpbm7u3hvoYr/vH0VRlIsvvlj5xz/+0e5n+lP/uLm5Ke+//748N+041j+KIs/N2ZIR2T6qpaWFvXv3MnnyZNsxtVrN5MmT2b59ew+2rGccPnwYf39/wsPDuemmm8jJyQFg7969mEymNv00aNAggoOD+2U/ZWZmUlRU1KY/XFxcGD9+vK0/tm/fjqurK2PGjLGVmTx5Mmq1mp07d3Z7m7vbpk2b8Pb2ZuDAgdx9992Ul5fbzvWnvqmurgbA3d0dOL2/S9u3b2fo0KH4+PjYykybNo2ampo2o0/ngt/3zzGffPIJnp6eDBkyhIULF9LQ0GA71x/6x2w28/nnn1NfX09sbKw8N7/z+/45pr8/N2dD29MNEH9MWVkZZrO5zYMN4OPjw8GDB3uoVT1j/PjxLF++nIEDB1JYWMgTTzzBRRddRFJSEkVFRej1elxdXdt8xsfHh6Kiop5pcA86ds8ne26OnSsqKsLb27vNea1Wi7u7+znfZ9OnT+fqq68mLCyMjIwM/vWvf3HZZZexfft2NBpNv+kbi8XCggULuOCCCxgyZAjAaf1dKioqOumzdezcueJk/QNw4403EhISgr+/P4mJiTz00EOkpaXxzTffAOd2/xw4cIDY2FiamppwcnLi22+/JTo6moSEBHluaL9/oH8/N51Bgqzo8y677DLb74cNG8b48eMJCQnhyy+/xN7evgdbJvqa66+/3vb7oUOHMmzYMCIiIti0aROTJk3qwZZ1r/nz55OUlNRmrrn4TXv9c/xc6aFDh+Ln58ekSZPIyMggIiKiu5vZrQYOHEhCQgLV1dV8/fXXzJ49m82bN/d0s3qN9vonOjq6Xz83nUGmFvRRnp6eaDSaE978LC4uxtfXt4da1Tu4uroyYMAA0tPT8fX1paWlhaqqqjZl+ms/Hbvnjp4bX1/fE14YbG1tpaKiot/1WXh4OJ6enqSnpwP9o2/uueceVq5cycaNGwkMDLQdP52/S76+vid9to6dOxe01z8nM378eIA2z8+52j96vZ7IyEhGjx7N4sWLGT58OK+++qo8N0e11z8n05+em84gQbaP0uv1jB49mvXr19uOWSwW1q9f32beTX9UV1dHRkYGfn5+jB49Gp1O16af0tLSyMnJ6Zf9FBYWhq+vb5v+qKmpYefOnbb+iI2Npaqqir1799rKbNiwAYvFYvsHtr/Iy8ujvLwcPz8/4NzuG0VRuOeee/j222/ZsGEDYWFhbc6fzt+l2NhYDhw40Cbsx8XFYTQabT9G7atO1T8nk5CQANDm+TlX++f3LBYLzc3N/f65ac+x/jmZ/vzc/CE9/baZ+OM+//xzxWAwKMuXL1dSUlKUu+66S3F1dW3zZmN/8MADDyibNm1SMjMzlV9//VWZPHmy4unpqZSUlCiKoijz5s1TgoODlQ0bNih79uxRYmNjldjY2B5uddepra1V4uPjlfj4eAVQXnrpJSU+Pl7Jzs5WFEVRnn32WcXV1VX5/vvvlcTEROXKK69UwsLClMbGRts1pk+frowcOVLZuXOnsnXrViUqKkq54YYbeuqWOk1HfVNbW6v83//9n7J9+3YlMzNTWbdunTJq1CglKipKaWpqsl3jXO2bu+++W3FxcVE2bdqkFBYW2r4aGhpsZU71d6m1tVUZMmSIMnXqVCUhIUFZs2aN4uXlpSxcuLAnbqlTnap/0tPTlSeffFLZs2ePkpmZqXz//fdKeHi4MmHCBNs1ztX+efjhh5XNmzcrmZmZSmJiovLwww8rKpVKWbt2raIo/fu5UZSO+6c/PzedRYJsH/f6668rwcHBil6vV8aNG6fs2LGjp5vU7a677jrFz89P0ev1SkBAgHLdddcp6enptvONjY3K3/72N8XNzU1xcHBQrrrqKqWwsLAHW9y1Nm7cqAAnfM2ePVtRFOsSXI8++qji4+OjGAwGZdKkSUpaWlqba5SXlys33HCD4uTkpBiNRuW2225Tamtre+BuOldHfdPQ0KBMnTpV8fLyUnQ6nRISEqLMnTv3hP8xPFf75mT9AijLli2zlTmdv0tZWVnKZZddptjb2yuenp7KAw88oJhMpm6+m853qv7JyclRJkyYoLi7uysGg0GJjIxUHnzwQaW6urrNdc7F/rn99tuVkJAQRa/XK15eXsqkSZNsIVZR+vdzoygd909/fm46i0pRFKX7xn+FEEIIIYToHDJHVgghhBBC9EkSZIUQQgghRJ8kQVYIIYQQQvRJEmSFEEIIIUSfJEFWCCGEEEL0SRJkhRBCCCFEnyRBVgghhBBC9EkSZIUQQgghRJ8kQVYIIfqIOXPmMGvWrB6r/5ZbbuGZZ545rbLXX389L774Yhe3SAjR38nOXkII0QuoVKoOzz/22GPcd999KIqCq6tr9zTqOPv37+fSSy8lOzsbJyenU5ZPSkpiwoQJZGZm4uLi0g0tFEL0RxJkhRCiFygqKrL9/osvvmDRokWkpaXZjjk5OZ1WgOwqd955J1qtlqVLl572Z8aOHcucOXOYP39+F7ZMCNGfydQCIYToBXx9fW1fLi4uqFSqNsecnJxOmFowceJE7r33XhYsWICbmxs+Pj6899571NfXc9ttt+Hs7ExkZCQ//fRTm7qSkpK47LLLcHJywsfHh1tuuYWysrJ222Y2m/n666+ZOXNmm+NvvfUWUVFR2NnZ4ePjw5///Oc252fOnMnnn39+9p0jhBDtkCArhBB92IoVK/D09GTXrl3ce++93H333Vx77bWcf/757Nu3j6lTp3LLLbfQ0NAAQFVVFZdeeikjR45kz549rFmzhuLiYv7yl7+0W0diYiLV1dWMGTPGdmzPnj38/e9/58knnyQtLY01a9YwYcKENp8bN24cu3btorm5uWtuXgjR70mQFUKIPmz48OE88sgjREVFsXDhQuzs7PD09GTu3LlERUWxaNEiysvLSUxMBOCNN95g5MiRPPPMMwwaNIiRI0fy4YcfsnHjRg4dOnTSOrKzs9FoNHh7e9uO5eTk4OjoyBVXXEFISAgjR47k73//e5vP+fv709LS0mbahBBCdCYJskII0YcNGzbM9nuNRoOHhwdDhw61HfPx8QGgpKQEsL60tXHjRtucWycnJwYNGgRARkbGSetobGzEYDC0eSFtypQphISEEB4ezi233MInn3xiG/U9xt7eHuCE40II0VkkyAohRB+m0+nafK9SqdocOxY+LRYLAHV1dcycOZOEhIQ2X4cPHz5hasAxnp6eNDQ00NLSYjvm7OzMvn37+Oyzz/Dz82PRokUMHz6cqqoqW5mKigoAvLy8OuVehRDi9yTICiFEPzJq1CiSk5MJDQ0lMjKyzZejo+NJPzNixAgAUlJS2hzXarVMnjyZJUuWkJiYSFZWFhs2bLCdT0pKIjAwEE9Pzy67HyFE/yZBVggh+pH58+dTUVHBDTfcwO7du8nIyODnn3/mtttuw2w2n/QzXl5ejBo1iq1bt9qOrVy5ktdee42EhASys7P56KOPsFgsDBw40Fbml19+YerUqV1+T0KI/kuCrBBC9CP+/v78+uuvmM1mpk6dytChQ1mwYAGurq6o1e3/J+HOO+/kk08+sX3v6urKN998w6WXXsrgwYNZunQpn332GTExMQA0NTXx3XffMXfu3C6/JyFE/yUbIgghhDilxsZGBg4cyBdffEFsbOwpy7/99tt8++23rF27thtaJ4Tor2REVgghxCnZ29vz0UcfdbhxwvF0Oh2vv/56F7dKCNHfyYisEEIIIYTok2REVgghhBBC9EkSZIUQQgghRJ8kQVYIIYQQQvRJEmSFEEIIIUSfJEFWCCGEEEL0SRJkhRBCCCFEnyRBVgghhBBC9EkSZIUQQgghRJ8kQVYIIYQQQvRJEmSFEEIIIUSfJEFWCCGEEEL0SRJkhRBCCCFEn6Tt6QaciywWCwUFBTg7O6NSqXq6OUIIIYQQfYaiKNTW1uLv749a3fGYqwTZLlBQUEBQUFBPN0MIIYQQos/Kzc0lMDCwwzISZLuAs7MzYP0DMBqNXVqXyWRi7dq1TJ06FZ1O16V19UXSP+2TvumY9E/7pG86Jv3TPumbjkn/WNXU1BAUFGTLUx2RINsFjk0nMBqN3RJkHRwcMBqN/fqhb4/0T/ukbzom/dM+6ZuOSf+0T/qmY9I/bZ3O9Ex52UsIIYQQQvRJEmSFEEIIIUSfJEFWCCGEEEL0SRJkhRBCCCFEnyRBVgghhBBC9EkSZIUQQgghRJ8kQVYIIYQQQvRJEmSFEEIIIUSfJBsiiE6RUlDDGxsPs/NIBVqNiksH+fD3SZH4udj3dNOEEEIIcY6SICvO2vcJ+Tzw5X5aLYrt2Ge7cliVWMCLfxnBlGifHmydEEIIIc5VEmTFWVmfWsyCLxIYXnKYeflbCS7PxeLoxBb/4bzhdwFzP9rDXRPCeXDaQHQamckihBBCiM4jQVb8YUXVTdz/RQI3p6zhxrR1tuOa2houKSpgnNteHh5+I+9ugb3Zlbxx40iZaiCEEEKITiNDZOIPe3p1KpMOrLOFWNcbrifsm/8R8MrL6AIDcaws4bWtbzIrbxd7syq4/NVf+OVwaQ+3WgghhBDnCgmy4g/Zk1XBoY3buT1lNQDe//wnfo89hl10NMbp0wn75n84XXopqlYTf93zJU8d/IaGmnpuW7ab/+3N6+HWCyGEEOJcIEFW/CGvrz/E/P3foFEsGC+/DPfb5rQ5rzEaCXzjdbweuB/UasakbeeDXW/jXVPCA1/t561N6SiKcvKLCyGEEEKcBgmy4owl5VdjWPcTUdX54OiIz7//jUqlOqGcSq3Gc+5cgpctQ+PpiUdJLkt/eY0L8hNZsiaNJ1emSJgVQgghxB8mQVacseVbMrghLQ4A7/nz0Xp4dFjecfw4wr75H/ZjRqNrbuSR3R9xzeFNLPs1i0e/T8JikTArhBBCiDMnQVackdomE5U//4xvQyWKiytuN95wWp/TeXsTsnw57rNvBeDO5JXcmrqG/27P5t/fSZgVQgghxJmT5bfEGfkxoYAr0jYC4HnTDajt7E77syqtFp+FC9F4eFL60kvckLYOh9Ym3uFPWCwKi68eilp94hQFIYQQQoiTkSArzsjWn7Zyb2UuFq0O95tu+kPX8LxrLmonR4qffIorM7Zi19rCq/wZs6Lw3DXD0EiYFUIIIcRpkCArTltuRQNBuzcBYH/ppFPOje2I+403onF0pGDhv5iWvQtFpeY1rkatgmevHiYjs0IIIYQ4JQmy4rSt3Z/LJXnxAHj/+aqzvp7LlVeCWkPBQw8xPWsHFuANrkanUfOfWUNOuhKCEEIIIcQxEmTFacv8aT3nt9TTYnTD8fzzO+WaLjOvAMVCwUMPc3nWDiwqFW8eDbOPzYyWMCuEEEKIdkmQFaeltLYZ74TtADhNn4ZK23mPjsuf/oRisVC48F9ckbkdC2reZhYGrZqHLxskYVYIIYQQJyVBVpyWdUkFjCtKAcD38umdfn3XWbPAolD473/zp8xfsahUvMOV6LVqHpg6sNPrE0IIIUTfJ0FWnJb0DdsY0dKAycEJhzGju6QO16uvAsVC4b8fYdaRrVhUal5nJjqNmr9PiuqSOoUQQgjRd0mQFadktijY79oKgPr8Czt1WsHvuV5zDYrFQtGji7g6YwtmtZqXAL1WzbyLI7qsXiGEEEL0PRJkxSkl5VcztMA6rSDg8qldXp/btdeC2UzR409w7eFNmFRanlWp0GnU3HFhWJfXL4QQQoi+QYKsOKVde9K4sLYEBRXGCzpntYJTcbv+ehRTK8VPP82Nh9ZhVqt5CtBrVNwSG9otbRBCCCFE7yZBVpxS2aZfAGgIi0Lj4tJt9brfcjNKayslzz3HLQfX0qrW8Oj3oNOouX5ccLe1QwghhBC9kwRZ0aEmkxmX1AQAjBde0O31e9w2B6XVROmLL3Fbyk+YVRoWfmsNs9eMDuz29gghhBCi91D3dANO19tvv82wYcMwGo0YjUZiY2P56aefbOcnTpyISqVq8zVv3rw218jJyWHGjBk4ODjg7e3Ngw8+SGtra5symzZtYtSoURgMBiIjI1m+fHl33F6vtT+nkuHFhwDwnzShR9rgOXcunn+/F4A7k1fyp/RfePDr/fy4v6BH2iOEEEKI3qHPjMgGBgby7LPPEhUVhaIorFixgiuvvJL4+HhiYmIAmDt3Lk8++aTtMw4ODrbfm81mZsyYga+vL9u2baOwsJBbb70VnU7HM888A0BmZiYzZsxg3rx5fPLJJ6xfv54777wTPz8/pk2b1r033Euk7EzkvOZaTFo9DqNGnbyQxQIVR0CjA9dg6IINDLz+9jdobaXsrbeZd+B7WlVqFnyhQqdRMX2IX6fXJ4QQQojer88E2ZkzZ7b5/umnn+btt99mx44dtiDr4OCAr6/vST+/du1aUlJSWLduHT4+PowYMYKnnnqKhx56iMcffxy9Xs/SpUsJCwvjxRdfBGDw4MFs3bqVl19+ucMg29zcTHNzs+37mpoaAEwmEyaT6azu+1SOXb+r6qnasQuAusjBmFUqzMfXoyioEj5Gs/lZVPUl1kOeAzFP+Q9K+CWd3haXefNobW6h6oMPuCfxW8xqDfd+Bq9fb2HSIO+Tfqar+6cvk77pmPRP+6RvOib90z7pm45J/1idyf2rFEVRurAtXcJsNvPVV18xe/Zs4uPjiY6OZuLEiSQnJ6MoCr6+vsycOZNHH33UNiq7aNEifvjhBxISEmzXyczMJDw8nH379jFy5EgmTJjAqFGjeOWVV2xlli1bxoIFC6iurm63PY8//jhPPPHECcc//fTTNqPCfY1FgcK3v+KS7L1kXDQJ8xVTfjupKAzN+5jwsnUAmFU6QEGjWKdq5LqdT1LAjbTojJ3bKEXBc9Uq3H/ZigUVL4/8CxtDxzB3oIXBbn3uURZCCCHE7zQ0NHDjjTdSXV2N0dhxjugzI7IABw4cIDY2lqamJpycnPj222+Jjo4G4MYbbyQkJAR/f38SExN56KGHSEtL45tvvgGgqKgIHx+fNtc79n1RUVGHZWpqamhsbMTe3v6k7Vq4cCH333+/7fuamhqCgoKYOnXqKf8AzpbJZCIuLo4pU6ag0+k69drpJXUYn3oegNgbrsF40YW2c+ptr6JJWIeCCsslj2IZPw9MTbDlOdS73yWochuBTamYL30MZfiNoOq86djK5ZdT9txzVH/yKffHf4lZreZDzVjevXkkF0R4tCnblf3T10nfdEz6p33SNx2T/mmf9E3HpH+sjv1k+3T0qSA7cOBAEhISqK6u5uuvv2b27Nls3ryZ6Oho7rrrLlu5oUOH4ufnx6RJk8jIyCAiomt3hDIYDBgMhhOO63S6bnsQu6Ku5JQcYurLUVDhOnYMmmPXL0yETdZ5xaoZL6AZeycaADtHmLEEhl8HP/4DVfEBtKsWwIEv4Mo3waPz/hz8HnkElcVC1Wef83/7Pses0jDvE1g2Zxyxvwuz0L1/Fn2N9E3HpH/aJ33TMemf9knfdKy/98+Z3HufWbUAQK/XExkZyejRo1m8eDHDhw/n1VdfPWnZ8ePHA5Ceng6Ar68vxcXFbcoc+/7YvNr2yhiNxnZHY89lRdus82Nr/YLRODtbDyoKrFwAihkG/wnG3klLYyvl+XU0Nxyd0xI4Gu7aBFOfBp0j5GyHdy6GpG86rW0qlQrfRx/F9do/o1YUHtr7KaOzErh9+W52ZVZ0Wj1CCCGE6L36VJD9PYvF0uYlq+Mdmwvr52d9oz02NpYDBw5QUlJiKxMXF4fRaLRNT4iNjWX9+vVtrhMXF0dsbGwXtL73UyUfAEA9bPhvB9NWQ/5e0DnSMGExaz9I5v37t/D5U7v44P+2EvdhMg01LaDRwvn3wPydEHIBtNTC17dB3GPWVQ46o31qNb5PPIHLrFmoFQsL937C8Jz9zFm2i73ZEmaFEEKIc12fCbILFy5ky5YtZGVlceDAARYuXMimTZu46aabyMjI4KmnnmLv3r1kZWXxww8/cOuttzJhwgSGDRsGwNSpU4mOjuaWW25h//79/PzzzzzyyCPMnz/fNi1g3rx5HDlyhH/+858cPHiQt956iy+//JL77ruvJ2+9RzS2mPHLs64f633eWOtBiwU2LgagZug/+Pr1HA7vLkZRQG+vRbEoHNpVzGdP7CR1WyGKooBrENz6A1x4tA9/fcUaaE2NndJOlVqN39P/wXjFFWgsZh7Z/TExOUnM/nA38TmVnVKHEEIIIXqnPhNkS0pKuPXWWxk4cCCTJk1i9+7d/Pzzz0yZMgW9Xs+6deuYOnUqgwYN4oEHHuCaa67hxx9/tH1eo9GwcuVKNBoNsbGx3Hzzzdx6661t1p0NCwtj1apVxMXFMXz4cF588UXef//9frmGbGpeBRFV+QD4njfaevDIBig+QIvWi5V7L6K2ogkXb3uuXTiGuS9P4NqFY/AIdKKp3sSGj1L57qV4KgrqraOzkx+Hq94BtQ5SvoOPZkFT+ytBnAmVRoP/s4txvmw6GouZRbtXMCA3mVs/3MWB/M6pQwghhBC9T5952euDDz5o91xQUBCbN28+5TVCQkJYvXp1h2UmTpxIfHz8GbfvXJOxJ4khllaa9fboQ0KsB/csA2C79hEq85pwdNEz676ROLnZAeAdYuTahWPYvz6X3SszKThcxRf/2cWIKcGMmRGKbvj14BIIn98IuTtgxUy4+VtwPPHlrDOl0moJWLKE/FYztXFxPL5zOYtUt3PbCrgr6qwvL4QQQoheqM+MyIruVRmfCEBdcAQqtRqq8yFtNcUtUSRlBQMw+fYYW4g9RqNRM2pqCDc8Np7QYZ5YLAr7fs7mq8V7qCpugNALYfZKcPCEwv2w/HKoKeyUNqt0OgJefAGnSy5BZzbxxM5lBOem8VaKhrSi2k6pQwghhBC9hwRZcXKHDgKgO/oiHPs/BcXCzta/ATDwPF8CB7q1+3Gjhz0z/jaMy+YNxcFFT2VhPV8t3k3m/lLwGwa3/QTO/lB6EJZdBpXZndJslV5PwKuv4DjhIvStLTy180NCirO4dfkeDhdLmBVCCCHOJRJkxQmaTGa8CjMB8B0zwnow6VsKWgaTWxOKWqNi3BVhp3Wt8BFe/OVfY/GLdKGlyczqtw+wf0MueA2A238C1xCozITlV3RamFXr9QS+/jqO55+PwdTMf7a/j3duOje8t5P0krpOqUMIIYQQPU+CrDhBal4FodUFAPiMGQ6laVCSTELDLAAGne+H0fP019V1dDFw5X0jGTIhAICtXx5m+3cZKK4hcPsa8IiE6pzODbMGA4FvvoH9uLHYtzbzzI73cctN58b3dpBZVt8pdQghhBCiZ0mQFSfI2JOMndlEs94OQ2goJH9LrdmDrKYxAAy/NOiMr6nRqJlwwwDGXxkOwL412Wz8+CAWR1/rnFn3CGuYXXEFVOV0yn2o7e3xe/11GsJCsW9pZPGO93DOPcKN7+0gp7yhU+oQQgghRM+RICtOUJOYBEBtULj1Ra+UH0hpmIqCmoCBrrj7Of6h66pUKsZcFsolNw9CpYLUbYWs/SAZs6MPzDkaZqtyYPmMzguzDg7k33YbdiNG4NjcwLPb38WQk8kN7+0gt0LCrBBCCNGXSZAVJzqcBoB6wCCozkMpTuFg0yUAxFwUcNaXj77Qn+l/HYpaqyJjXylr30vG7OB7NMyGd3qYVQwG/N56E7thw3BqrmfJ9nfQHA2z+VWdszGDEEIIIbqfBFnRhqIoOBda56m6DomG9HUUmQZQZ/ZCZ6chbJhnp9QTPsKLy/46FI1WzZGEUta8cwCzvS/MWXVcmL0CqnI7pT6NszPB77+HXXQ0zk11LNn+LkpONje+t4Oi6qZOqUMIIYQQ3UuCrGijuKaZgCrruq6Bo4fA4TgON10IQPhwL7R6TafVFTrUk8v/NhSNTk3WgXJWL02k1c7HOmfWLQyqso+OzHZSmDUaCf7wAwyDBuHSWMPz29+hJTuHG97bQUmNhFkhhBCir5EgK9o4lJaDW3MdFlQ4R4RiydhCetMFAESN9en0+oKjPbhi/jC0ejU5yRWseisR07GR2a4Is66u1jAbFYlbQzUvbFtKw9EwW1rb3Cl1CCGEEKJ7SJAVbRQlJANQ4+6NujyJkno/Gi1uGOy1BA5ufwOEsxE4yJ2Z9w5Ha9CQd7CSVW8eC7MrwS3UGmZXXAHVeZ1Sn9bdneBly9CHh+PeUMUL296hNjuXm97fQXmdhFkhhBCir5AgK9qoO2h90as5MAyyfyW7eRQAQTHuaDRd97j4R7nxp3uHozNoyE87Fmb9jo7MhkJllnVktrPCrKcnwcuXoQ8JwbO+gue3vUtFVh43vb+TyvqWTqlDCCGEEF1LgqxoQ511BABDVCRkbSW7eTQAIUM8urxuv0hXZrYJs/sx2flZ58y6hhwNs1dAdX6n1Kfz9iZ4xXJ0QUF415Xx/LZ3KMnM40YJs0IIIUSfIEFW2JgtCi5F1iWvvIYMpD7rEKWtEYB1Lmt38It0ZebfRxwNs1Wsems/Jnt/68isbTvbGZ0XZn19CVmxHF1AAL61pTy//R2KMmVkVgghhOgLJMgKm+yyOoJrigDwD1CTUz8YAO8QZxyM+m5rh1+EizXM2h0Ns28eC7MrwTXYGmZXXAE1BZ1Sn87fn+AVK9D6+eFfU8Lz296hMDOPmz/YSVWDhFkhhBCit5IgK2wykzNwaG2mVa3F3pJJbstwAIJjumc09nh+ES786ViYPXQszAYcHZkNhooj1pHZTgqz+sAAQlYsR+vnR0BNMc9vf4f8I/nc9L6EWSGEEKK3kiArbMqTUgGo8vKH3O0UtMQAEDCwa1YrOBXf8LZhduUbR8Ps7JXgcizMdt7IrD442BpmfX0JqC7mhW1LyT+Sz80f7KS6wdQpdQghhBCi80iQFTZN6RkAmAJCqM7Kot7igVoDvmHGHmvT8WG24PDRMOsQaJ1m4BIMFRlHw2xhp9SnDw4m5KMV1jBbYw2zeRkSZoUQQojeSIKssFHlWV/0cgxwpaA2GACfUGOn7ub1RxwLs/rjwmyLfcDRMBtkDbMrOjnMrliO1sfHNs0gNyOPWz7cSXWjhFkhhBCit5AgK2ycSqwrAXh5Y5tW4D+gZ6YV/J5vuAsz/9FBmC1Pt4bZ2qJOqU8fEmIdmfXxIbC6iOe3v0N2Rh63fCBhVgghhOgtJMgKAKoaWvCtLgbA06mK/JYhAARE9Y4gC+Ab9luYLUyvPhpmA2H2j2AMtIbZ5Z0cZlcsR+vtbQ2z294lOyOPWyXMCiGEEL2CBFkBwJHMQlxb6gFQmkups3ihViv4Rrj0cMva8g1z4U//GNk2zDoEWUdmjYFQfhhWzITa4k6pTx8aah2Z9fYmqLqQ57e9Q1ZGHrd+uIuaJgmzQgghRE+SICsAKDxg3Zq2xsmV0pJWADx8DegMPTs/9mR8wozWMGuv/V2Y/RGMAVB26Og0g64Is0Us2fYuWel53PqBhFkhhBCiJ0mQFQBUH0oHoNXTneKmMAB8Ij17skkdsobZEb+F2df30+IQfHRk9liYnQl1JZ1Snz40lOAVy9F6eRFcXciSbe+QmZ7H7A93USthVgghhOgREmQFAK1ZWQA4eOopNg0AwCesd00r+D2f0OPCbMZxYXb2j+DsD2VpaD+ZhcFU3Sn1GcLCCP5oxW9hdvs7HDlsnWYgYVYIIYTofhJkBQD6wjwAnF1NlJoiAPAO7bn1Y0+XT6iRKxf8Lsw6hlhHZp39UZUd4vz0ZzttZNYQFmbdztbLi+CqQp7bZg2zMjIrhBBCdD8JsgKzRcGt3Lo7ltpOTysG9HoFNx+HHm7Z6fEOsYZZg4M1zP742n5aHKxhVnHyxdiUj/bTq6GutFPqM4Rbw6zGy5OQamuYTT+cz5xlu6lrbu2UOoQQQghxan0myL799tsMGzYMo9GI0WgkNjaWn376yXa+qamJ+fPn4+HhgZOTE9dccw3FxW1f9snJyWHGjBk4ODjg7e3Ngw8+SGtr2+CxadMmRo0ahcFgIDIykuXLl3fH7fWo/PI6/OrKAKg1W8Ord6AdKrWqJ5t1RrxDrNMMDA5aio5U8+Pr1jDbesv3NOrcUJUehI/+BPVlnVKfITyMkBUf2cLsku3vcPiQdWRWwqwQQgjRPfpMkA0MDOTZZ59l79697Nmzh0svvZQrr7yS5ORkAO677z5+/PFHvvrqKzZv3kxBQQFXX3217fNms5kZM2bQ0tLCtm3bWLFiBcuXL2fRokW2MpmZmcyYMYNLLrmEhIQEFixYwJ133snPP//c7ffbnfJSj6CzmGnVaChXggDwifLp4VaduRPDbAIt9iH8GvkwipMPlKRYXwDr1DB7dGS2qoDnjobZORJmhRBCiG6h7ekGnK6ZM2e2+f7pp5/m7bffZseOHQQGBvLBBx/w6aefcumllwKwbNkyBg8ezI4dOzjvvPNYu3YtKSkprFu3Dh8fH0aMGMFTTz3FQw89xOOPP45er2fp0qWEhYXx4osvAjB48GC2bt3Kyy+/zLRp09ptW3NzM83Nzbbva2pqADCZTJhMXTtv8tj1z6ae0oOHcQOaXJwpaw0HwD3Qscvb3hXc/O25fP4QVr+ZRNGRGla9dQBdpB9N1/8Pu8+vQVWSgrJiJq03fgOOZ78qgzooiID3PyD/9tsJLbeG2X+q/sqcDxXeu2UUTobe+1esM56dc5n0T/ukbzom/dM+6ZuOSf9Yncn9qxRFUbqwLV3CbDbz1VdfMXv2bOLj4ykqKmLSpElUVlbi6upqKxcSEsKCBQu47777WLRoET/88AMJCQm285mZmYSHh7Nv3z5GjhzJhAkTGDVqFK+88oqtzLJly1iwYAHV1e2/+f7444/zxBNPnHD8008/xcGh988zzV61kylbvqUmyJ19EYuwoMP34jq0Dn3u0bBpqVZTutsBxaRC72rGc0wDRnMhFxxejF1rFdV2QWyLepgWrXOn1KcvLiHw3XfR1tWR6eLHQxfMw9vDgb8ONtMLl+IVQggheq2GhgZuvPFGqqurMRo7fvG89w4XncSBAweIjY2lqakJJycnvv32W6Kjo0lISECv17cJsQA+Pj4UFVm3Ky0qKsLHx+eE88fOdVSmpqaGxsZG7O3tT9quhQsXcv/999u+r6mpISgoiKlTp57yD+BsmUwm4uLimDJlCjqd7g9d44tvNgOg8/TEgg6dzszMq6f3qTmyJ1N2YR0rX0+kpQpMh/04b/5UNBdPQPn4Slzqc5le/BatN30DDh6dUl/LhIvIv+NOwsoLeW7buzx0/l18VRLIezePxLEXjsx2xrNzLpP+aZ/0Tcekf9onfdMx6R+rYz/ZPh2977+uHRg4cCAJCQlUV1fz9ddfM3v2bDZv3tzTzcJgMGAwGE44rtPpuu1BPJu69KXWIG+2t64b6+mjRW/Qd1rbeopfuBtX3DuMb1/eR2l2HT+9nczMv49ANWcVrLgCVUkyuk//DLN/AAf3s65PN2gQISuWkz17DmHl+Ty7/T0e4i7u+kTF8tvG4qDvnX/duvM57Yukf9onfdMx6Z/2Sd90rL/3z5nce5952QtAr9cTGRnJ6NGjWbx4McOHD+fVV1/F19eXlpYWqqqq2pQvLi7G19cXAF9f3xNWMTj2/anKGI3Gdkdj+zpFUXCusN5zvc46MukZ2nt39DpTnkFOeI1twOCgpTizhh9fS6DZKRxmrwRHbyg+ACv+BA0VnVKfITKSkBXL0Xh4EF6Zx3Pb3iUlLY85H+6mXl4AE0IIITpVnwqyv2exWGhubmb06NHodDrWr19vO5eWlkZOTg6xsbEAxMbGcuDAAUpKflsYPy4uDqPRSHR0tK3M8dc4VubYNc5FVQ0t+NRa3+Kv0gQD4BnaOT9q7y30LhZm3DsUg6M1zP7w6tEwO+d3Yba+vFPqM0RGErJ8GRp3d8Kr8nhu+7ukHsqVpbmEEEKITtZnguzChQvZsmULWVlZHDhwgIULF7Jp0yZuuukmXFxcuOOOO7j//vvZuHEje/fu5bbbbiM2NpbzzjsPgKlTpxIdHc0tt9zC/v37+fnnn3nkkUeYP3++bVrAvHnzOHLkCP/85z85ePAgb731Fl9++SX33XdfT956l8o9ko+9uQULUK6EAuAR6NSjbeoKnoFOXLlgJAZHLSVZR8Os4+/DbCcuzRUVZR2ZdXcnvDKPJdve4dAh2QFMCCGE6Ex9JsiWlJRw6623MnDgQCZNmsTu3bv5+eefmTJlCgAvv/wyV1xxBddccw0TJkzA19eXb775xvZ5jUbDypUr0Wg0xMbGcvPNN3Prrbfy5JNP2sqEhYWxatUq4uLiGD58OC+++CLvv/9+h0tv9XXFBzMAaHT1pElxQYWCh79jD7eqa3gFOTPrvpOF2VXg5AMlydYw21k7gB0Lsx4ehFYVsGT7O6QfyuXWD3dRI2FWCCGEOGu98+2Tk/jggw86PG9nZ8ebb77Jm2++2W6ZkJAQVq9e3eF1Jk6cSHx8/B9qY19UfSSbQKDJIwAAV9dWtPpzd70oz0BrmP3+5QRKsmv54dUE6yYKc1bB8iuObppwBcz+EZy8z7o+Q1QUIR+tIHvOHEJKC1iy7R3+yV3c8gF8dPs4XOz772R+IYQQ4mz1mRFZ0TVasnMAaHb2AsDDz64nm9MtPAOdufK+Edg56mxhttkhFG5bDc7+UHoQls+A2qJOqc8QEUHIio/QenkRXF3IC9veIftwLrd+sJPqRhmZFUIIIf4oCbL9nKqoAIAmO+tKBe4hXj3ZnG5jDbMjsXP6Lcw22QVb58waA6DskDXM1hR2Sn2G8DCCP1qB1tubwOoiXti2lJz0XG5+fydVDS2dUocQQgjR30iQ7eccyqyjjrV6PwDcg8+dpbdO5dgLYCeG2VXgEgTl6UfDbEGn1GcICyPkoxVofXwIqCnm+W3vkJeRy00SZoUQQog/RIJsP9bSasG9phQFqFH7A+Dme26+6NUez0AnZh0dmS3NORpmDYHWkVmXYKjIsIbZ6vxOqU8fGkrIxx+h9fMjoKaYF39dSmFGLje+t5PKegmzQgghxJmQINuP5RdX4tlUQ7PBFRMOqFUWXLzPzY0fOuIRcJIwqw+whlnXYKg4Assvh6rcTqlPHxxsHZn198OvtoQXti2l+EguN7y3g/K65k6pQwghhOgPJMj2Y0VpRwCoM1qnFbgYTWi0/fOROBZm7Z2PD7P+MGc1uIVCZZZ1ZLYqp1Pq0wcFEfLRx+j8/fGrLeXFbW9TdsQ6MlsmYVYIIYQ4Lf0ztQgAKjOtI4xNLj4AuHkberI5Pc4jwDpn9liY/f6VeJp0vtY5s25hUJVtDbOV2Z1Snz4wgJCPP0IXGIhPbRkvbltKRWYON763g9JaCbNCCCHEqUiQ7ccacvIAaDq6XqpbkPtpfU5RFCyKpcva1ZOOD7NluXXWMKv1sS7N5R5hHZFdPsM6QtsJdAEBhHy0Al1QEN51ZbywbSlVmTnc8N4OSmqbOqUOIYQQ4lwlQbYfay20vo3fYO8LgHuIT4flyxvLeWr7U1z0xUWM/Hgkf/nxL6zNWouiKF3e1u7kEeDElff9LsxqvKwjsx6RUJ0Ly2ZY5852Ap2/vzXMBgfjXVfOi78upTYzmxve3UFJjYRZIYQQoj0SZPsxdWkxALU66xxZNz+ndstmVGVw3crr+PLQl1Q3V2NRLKRWpPLA5geYu3Yu+0v3d0ubu4uH/0nCrNrTGmY9B0BNnnUnsPKMTqlP5+dHyMcfoQ8JwbO+ghe3LaU+K4fr391BsYRZIYQQ4qQkyPZjdhWltOicaFYbAQVXX4eTlitrLONv6/5GcUMxocZQ3pv6Hj9f8zN3DbsLrVrLzqKd3Lz6Zuatm0diaWL33kQX8vB3YtZ9o34Ls6/G06TygNkrwWsQ1ORbpxmUpXdKfTofH4I/+gh9aCge9ZW8+OvbNGZnc/27OyiqljArhBBC/J4E2X7KYlFwrSmnwcE6ncDZoQmdXnPSsk9tf4qC+gJCjCF8fNnHnOd3Hv5O/tw78l5WXrWSq6OuRqPS8Gv+r9y0+iYe2vIQFU0V3Xk7Xcbd39EaZo3648KsO8z+EbwGQ23h0TB7uFPq0/l4E/zRCvTh4bg3VPHCr0tpzsri+ne3U1jd2Cl1CCGEEOcKCbL9VGlVPe6N1TTYW1/0cnU7ebn1OevZkLsBrUrLSxNfwtXOtc35AKcAnjj/CX686kdmRc5CrVKzOnM1V353JVvytnTxXXQPa5gdaQuz370STyOu1jDrHQN1RdYwW5rWKfXpvL0JWbEcfWSENcxuW4opK4vr3tlBfpWEWSGEEOIYCbL9VEFGDhoUGh28AHD1OXFagdli5pW9rwBw25DbGOA2oN3rBTkH8dQFT/Hp5Z8y0G0gVc1VzF8/n1f2vkKrpbVL7qE7ufv9FmbL8+r4/uUEGnGxhlmfIVBXbJ0zW3KwU+rTenkRsnw5hqhI3BqqeWHbO1iyrSOzeZUNnVKHEEII0ddJkO2nyo9YF/ZvcvIEwCXA84Qya7LWkFWThYvBhTuG3kFzQwP7435i/Ydvs+N/n1NZeOK2rTGeMXw641NuGHQDAB8kfcCCjQtoMPX98NUmzOYfDbOKszXM+g6F+hLryGxxSqfUp/X0JHj5cgwDBuDaWM0L25ZCdhbXv7uD3Iq+359CCCHE2ZIg20/VZlnXkD02IusS6NvmvKIovH/gfQBujb6VysOZLH/gbta9/yYJP6/i1y//y7L77mbtO69RX1XZ5rN6jZ5/jf8Xz094HoPGwOa8zcxZM4eShpJuuLOu5e7nyFX3j8TBFmbjaTQ7wa0/gN9waCiDFVdAcXKn1Kf18CB4xXIMAwfi0ljDC78uRZ2dKWFWCCGEQIJsv9VSkI8C1OuPzpH1dWxzPqE0gfSqdOy19kxUjeB/ix+jrqIcFx9fxl75Z8JGjEZRLBzYsJYP/j6XLZ8up6Gmus01podN54NpH+Bu505qRSo3rb6JI1Wds/ZqT3LzdWSWLczW8+1L8dSbHOHW78FvBDSUW6cZFB3olPq0bm4EL1+GYfBgjE21vLBtKdqcI1z3znayy+s7pQ4hhBCiL5Ig208pxcW06I2Y1XaosODsYdfm/NeHvgbgMp/JrH/9NVpbmgkbMZrZS95gwo1zuHrhE1z/xBJ8Iwdgam5i9/df8/49d/Drl59gavlte9XhXsP57+X/JdQYSlF9EXPWzCGlvHN+9N6T3HwdueqBUTi6GqgsrOe7l+Kpb3awhln/UdBYAStmQmHnLEemdXMjZNmHGKIH49xUx/Pb3kGfc4Tr391BVpmEWSGEEP2TBNl+ylBeYluxwNmxCY32t0ehrqWOn7N+BiBqr0JDdRUegcHMvH8hOrvfAm/AoGhu/M+LXPngo3iHRWBqbmLH/z7jo/+7h/yDv4XVIOcgPr7sY2I8YqhsruSOn+9gX/G+brrTruPq48BVD4zEyd1AVXED3764j9pGO7j1OwgYA42V1jBbkNAp9WlcXQlZtgy7mBhbmHXIzuC6d7eTUVrXKXUIIYQQfYkE2X7KubqURvuj82Nd257bmLuRZnMzw01hFO87gEql5rL596Mz2J1wHZVKReSY8dy8+BVm3vcwTm7uVBUX8sUTD7Pz2y9RLBYAXO1ceX/q+4z2GU2dqY6/xv2VX/N/7erb7HIuXg5cdf8onD3sqC5t5LuX9lFTp4dbvoXAcdBUBR/9CfL3dkp9GhcXgpd9iN3QoTg117Nk2zu4ZB/m+nd3cLi4tlPqEEIIIfoKCbL9UG2TCY/6SluQdfVuu/TW2uy1oMDoNFcAYiZOwic8ssNrqlQqBpx3IXNeWsrgCyeiWCxs/fwjvn/xGVqarGufOumdeHvy21wYcCFN5ibu2XAP67LXdf4NdjOjpz1XPTAKo5c9NWVNfPvSPqprdXDLNxB0HjRVw0ezIHdXp9SnMRoJ/vAD7EeMwKGlgWe3v4tHdhrXv7uDg0U1nVKHEEII0RdIkO2HinKKsTObaDg2IuvvbjtX21LLr/m/4lmtx5JTgUarJfbPN5z2tQ0ODlx2zwNMnfd3NFotGXt28PljD1FbXgaAvdae1y55jakhU2m1tPJ/m/+PVUdWde4N9gBndzuuun8Urj4O1FU0891L+6iq0sDN/4OQC6G5Bj6+CrI6ZxRa4+xM0Pvv4zBmDPYtTSze/h6+2Qe54d0dJOVXn/oCQgghxDlAgmw/VJ5pXUO20fFokA36bemtLXlbMFlMjC3wA2DQBRdj9PQ+o+urVCqGXjKVaxctxt7oQmnWET799/2U5WYDoNPoWDJhCVdGXIlZMbPwl4V8e/jbzri1HuXkZmDW/SNx83OkrrKZb1/aR2WlCm76CsInQksdfPJnOLK5U+rTODkS9O47OJx3HnamZp7Z8T5B2anc+N4O9udWdUodQgghRG8mQbYfqsopQAEa7Y4GWV9n27lf8n/BrlmNT64KgBFTZ/zhegIGDuamp1/CIzCYusoKvnj8YQrTrdu4atQanrzgSa4beB0KCou2LeKzg5/98ZvqJRxdDMy6byQeAY40VLfw7Yv7KC+zwA1fQOQUMDXAp3+B9M6ZUqF2cCBo6ds4XnAB+tYW/rPjAyJzkrn5/Z3sza489QWEEEKIPkyCbD/UWFCISeeMWWMHKBg97QGwKBa25W8jIt8RzAq+EVH4Rra/Le3pcPH24brHn8U3cgBNdbV89dQj5CTtB0CtUvPv8f/mluhbAHhm5zMsT1p+VvX1Bg5GPVfeNxLPICcaa01891I8ZcUmuP4TGHAZtDbBZzdA2ppOqU9tZ0fgW2/idPHF6MwmHt+5jEHZB7j1g53syqzolDqEEEKI3kiCbD/UWlxMo70HAE52Dbalt1LLU6lsriSi0DpCGzNxSqfUZ+9s5NpH/kPwkGGYmhr5ZvFjHN69HbBOQ3hwzIPMHToXgBf3vsjb+99GUZROqbun2DvpuXLBSLxDnGmqM/Hdy/GUFrTAXz6CwX8Ccwt8cTOkruyU+tQGA4Gvv4bzlMnozK08tms5Q7P3M/vDXWzLKOuUOoQQQojeps8E2cWLFzN27FicnZ3x9vZm1qxZpKWltSkzceJEVCpVm6958+a1KZOTk8OMGTNwcHDA29ubBx98kNbW1jZlNm3axKhRozAYDERGRrJ8+fKuvr3uVVZKk501yDo7mW2Ht+Zvxblei3u1DpVazYDx53dalXp7B6566HEix8Zibm3lxxcXk7x5PWANs38f9XfuHXkvAG8lvMWr+17t82HWzlHHn/4xAp8wI831rXz/SjzFeU3w52Uw5BqwmOCr2ZDcOfODVXo9AS+9hPP06WgsZh7Z/TGjs/Zx27LdbDlU2il1CCGEEL1JnwmymzdvZv78+ezYsYO4uDhMJhNTp06lvr7trkZz586lsLDQ9rVkyRLbObPZzIwZM2hpaWHbtm2sWLGC5cuXs2jRIluZzMxMZsyYwSWXXEJCQgILFizgzjvv5Oeff+62e+1qusoyGu2sKxUY3bS249sKthFWaN2qNnjIcBx+v8DsWdLq9cy872FiJk5GUSysefsVEtf99uP1u4bdxYNjHgTgg6QPWLJ7SZ8PswYHHX/6+wj8Ilxobmjlh1fiKcquh6vfg2HXg6UVvr4dEr/slPpUOh0BLzyPceZMNBYzC/d8QmzmHu78aA8bD5Z0Sh1CCCFEb9FnguyaNWuYM2cOMTExDB8+nOXLl5OTk8PevW0XmndwcMDX19f2ZTQabefWrl1LSkoK//3vfxkxYgSXXXYZTz31FG+++SYtLS0ALF26lLCwMF588UUGDx7MPffcw5///Gdefvnlbr3fruRYU0GTnScAzl7W4NrU2kRiWSIhRdY1ZQedP6FL6lZrNEz7698ZMe0KUBTi3nuDfT/9aDt/a8ytPDL+EQD+m/pfntzxJBbF0iVt6S56ey1X3Dsc/yhXWprM/PBqAgUZtTDrLRh5CygW+OYuiP+kU+pTabX4P7sYl6uuQq1YeHDfZ0w4spO7Pt7D2uSiTqlDCCGE6A20py7SO1VXW9fKdHd3b3P8k08+4b///S++vr7MnDmTRx99FAcHazjbvn07Q4cOxcfHx1Z+2rRp3H333SQnJzNy5Ei2b9/O5MmT21xz2rRpLFiwoN22NDc309zcbPu+psa6KL3JZMJkMp3VfZ7Kseufbj0mswXXhirKjo7IOvq4YTKZiC+OR9eg4FGjB5WKoKEjurTtF918OyqNhvjV37Nx+Tu0NDUy+oqrALg64mq0Ki1P7nySrw99TWNLI4+d9xha9Zk/rmfaP11FpYHp86L5+Z0U8g9V8ePrCUz/awz+l72IWqVBs285fP83WlsaUUbN7pQ6PR9/DEWjoebrr7l/35doLBb+9gm8dO1QLhvi22v6preS/mmf9E3HpH/aJ33TMekfqzO5/z4ZZC0WCwsWLOCCCy5gyJAhtuM33ngjISEh+Pv7k5iYyEMPPURaWhrffPMNAEVFRW1CLGD7vqioqMMyNTU1NDY2Ym9vf0J7Fi9ezBNPPHHC8bVr19pCdFeLi4s7rXLVtS2MNTXZ5sim5GWTsTqbjU0bCSi1bkFrcPdk06/buqytxyguXrjFjKQyOZ5fP/+I1ORk3IeOAkCLlj/b/5mvG75mVdYqsvOzudbhWjQqzR+q63T7p8uFgqHCnuYyLaveTMRjdCN2HpcwxKuAiNK1aH96gMQD+8n0mnzKS52WMaPxKsjHbdt2FiR8hVYxs+ALC3v2xTPa0zpto9f0TS8l/dM+6ZuOSf+0T/qmY/29fxoaGk67bJ8MsvPnzycpKYmtW7e2OX7XXXfZfj906FD8/PyYNGkSGRkZREREdFl7Fi5cyP3332/7vqamhqCgIKZOndpmakNXMJlMxMXFMWXKFHQ63SnLJ2w/gILKNkd28oxLcfawY+WGlQSWWkP68AmXct7ll3dpu21mzGDXd1+x4+tPqTiwl4jwMM77842oVCou53LG547noV8fIsmUhIeTB89d+Bx6jf60L3+m/dMdWqdbWPdhKjlJFVTGOzLlzmiCL78c84bH0ex4k2F5HxEzKArL+Ls7pT7l8sspe/4Fqj/+mHv2f4PWYua/qosYHD0Yh5IDvapvepPe+Oz0FtI3HZP+aZ/0Tcekf6yO/WT7dHRpkE1NTeXzzz/nl19+ITs7m4aGBry8vBg5ciTTpk3jmmuuwWAwnNE177nnHlauXMmWLVsIDAzssOz48eMBSE9PJyIiAl9fX3btarvffXFxMQC+vr62X48dO76M0Wg86WgsgMFgOOl96HS6bnsQT7eu2rxCdHojilqHCguuXo5YVBYOlCRyZZl1lDZyzLhu/Qt0wbU3YrCzY/N/P2T3919jaW3l4lvuQKVSMTV8Kg4GBxZsXMDm/M3c/8v9vHLJK9hrT/5n0Z7u/LM4FZ0OLp83jLXvJ3MkoZS176cw/a6hhE17GnT28MsLaNY9igYzXHhfp9Tp96+FaO3sKH/vPeYd+B6tpZV//QDXham4vBf1TW/Um56d3kb6pmPSP+2TvulYf++fM7n3LnnZa9++fUyePJmRI0eydetWxo8fz4IFC3jqqae4+eabURSFf//73/j7+/Pcc8+1mV/aHkVRuOeee/j222/ZsGEDYWFhp/xMQkICAH5+1u1WY2NjOXDgACUlv729HRcXh9FoJDo62lZm/fr1ba4TFxdHbGzs6d5+r1aXX0jT0dFYJ/sG1Bo1aRVpOJaZ0beqsXc24hse1e3tGjPzai693bpU2t5V37H+w6UoFutLXhcGXMibk97EXmvPtoJtzF8/n3pTfUeX6/U0WjVT58YQMcobS6vCmqUHyEgohUmPwsR/WQutexw2L+nwOqdLpVLhdf99eP7tbwDcmbyK6w6u4/MjGj7ZldspdQghhBDdrUtGZK+55hoefPBBvv76a1xdXdstt337dl599VVefPFF/vWvf3V4zfnz5/Ppp5/y/fff4+zsbJvT6uLigr29PRkZGXz66adcfvnleHh4kJiYyH333ceECRMYNmwYAFOnTiU6OppbbrmFJUuWUFRUxCOPPML8+fNtI6rz5s3jjTfe4J///Ce33347GzZs4Msvv2TVqlWd0zk9rKWomMajKxYYna1ryMaXxONbYb3/oJhhqNQ9s5jFyGlXoNHqiHvvDfavXYWl1cTkufNRqzWM9xvPO1Pe4e51d7O7aDd/jfsrb01+C6O+a6dudCWNRs3UO6JZp1FxeHcxP7+XzJTbFaImPgQaLax/EjY+bd084ZJ/g0p1VvWpVCq8/n4vKr2O0ldeZXbqGrQWM48rChZFxe0Xnvp/DoUQQojepEuC7KFDh05rWDg2NpbY2NjTejvt7bffBqybHhxv2bJlzJkzB71ez7p163jllVeor68nKCiIa665hkceecRWVqPRsHLlSu6++25iY2NxdHRk9uzZPPnkk7YyYWFhrFq1ivvuu49XX32VwMBA3n//faZNm3aad9+7WUpKbCOyzq7WP6Ok8iR8KqwvegUOjumxtgEMmzQNrU7Hmrde4cCGtZhNJqbdvQC1RsNI75G8P/V9/hr3V/aX7ufOn+/k3Snv4mrn2qNtPhtqjZrJt0Wj1qhI21FE3AfJWMwKAy96ADQGWPtv2PK8NcxOfuKswyyA57x5qHQ6Sp5/gZvS4tBazDwJtFos3DWh6+aSCyGEEJ2tS4Lsmc7rOJ3yp1oYPygoiM2bN5/yOiEhIaxevbrDMhMnTiQ+Pv6U1+qLtBWlNNoPBn5bQzalJInzK60jsoHRQ3usbcdET7gUjU7HqteeJ+WXjbSaTFx+7/+h0WoZ4jmED6d9yF1xd5FakcptP9/Ge1Pfw9Pes6eb/Yep1Som3ToYtUZF6q+FrFuegsVsYfD594BGDz89CL++Cq0tMH1xp4RZjzvuwKJWU/bcEq47vAGtpZVnAJNZYf4lkWd/U0IIIUQ36JZVC3bv3s3GjRspKSnBYmm7uP1LL73UHU0QR9lXV1AZYH2py+jrRm1LrfUFMLMfBkdHPAODe7iFVgNjL0Kt1bLy5ec4tGMr5tZWrljwEFqdjoHuA1k2bRl3rr2T9Kp0bltzG+9PfR8fR59TX7iXUqlVXHLTINQaNclb8tnw0UFaWywMnXgXaHSwcgHsfNs6Mnv5C9AJ0z9cb76Z5LRD+Hz3HddkbEFnMfMCV9LSamHB5ChUnRCYhRBCiK7U5ZMhn3nmGcaPH8+yZcvYs2cP8fHxtq9jL2OJ7qEoCsa6CtsassYAX1LLU4+bVjC0x+bHnkzU2FhmPfgIGp2OjD07+OGF/2Bqsb4YGO4azvLpy/Fz9COrJos5a+aQX5ffwy0+Oyq1iotvGMDwS4MA2PL5IeLjcmDMbXDlm4AK9nwAK/8Bls7Z7aw69jy8n3gcVCr+lPkr9+z/htfWpfH8z2l9fntgIYQQ574uTy2vvvoqH374IampqWzatImNGzfavjZs2NDV1YvjVNU24tJUT5PBDQBnX1eSy5PxOfqiV+Cg6J5s3kmFjRzDVQ89htZgIDNhL9899wSmpiYAgo3BLJ++nCDnIPLq8pizZg7ZNdk93OKzo1KpuODaSEZPDwFg2//S2b0qE2XETXDVO6BSw76P4Pv5YDF3Sp3Gq6/Gb/EzoFZzedYOFsR/ydKNh3l6VaqEWSGEEL1alwdZtVrNBRdc0NXViNNQkl1Aq94ZRa1FhQVHFz3JZUl4VVmDrP/AwT3cwpMLGTqCaxY+gc7OnpykRP63eBHNR3f98HfyZ9m0ZYS5hFFUX8ScNXPIqMro4RafHZVKxXmzIhj/p3AAdv2YyY7vj6AM+wtc8751v9v9n8I3d4G5c7YxdJ01C/8lS0CjYWrOHh7Y+zkfbknnkax49kcAAIEwSURBVO+SsFgkzAohhOidujzI3nfffbz55ptdXY04DZU5BTQbXAFw1FvXkE3PScG+RYNKrcYrNLxnG9iBwMFD+PO/n8Lg4Ej+wRT+9/SjNNXXAeDj6MOyacsY4DaAssYybltzGwcrDvZwi8/emMtDueDP1hev9q3JZutXh1Firoa/rAC1DpK+hq/mQOup12E+HS5XzCDgxRdBq+XSvH08vOcTvth+hAe/TqTV3DlTGYQQQojO1OVB9v/+7/9IS0sjIiKCmTNncvXVV7f5Et2nrqDINq3A0aGF6uZqWgsqAHAPCkanP7Nd1rqb/4BBXPvo09g5OVOYnsZXT/2bxlrrNnYe9h58OO1DYjxiqGyu5Pafb+dA6YEebvHZGzE5mItvHAhA4oY8Nn2ahjLwCrj+E+vyXAdXwuc3Qsvp70vdEeP0aQS+9ioqnY6LChJ5dNcKftidyT++SMAkYVYIIUQv0+VB9u9//zsbN25kwIABeHh44OLi0uZLdJ/GolKa7axB1skIhyoP4VmtByAgalBPNu20+YRH8pfHFmNvdKEkM4Mvn1hIfVUlAC4GF96b+h4jvEZQ21LL3Li5xJf0/WXUhkwIYNLswahUkPJLAetXpGKJmAI3fQk6B0hfB5/+BZprO6U+50svJfCtt1DZ2TGuKJUnd3zIun1Z3P3fvTSZOmderhBCCNEZujzIrlixgv/973/89NNPLF++nGXLlrX5Et2npbSUpqNTC5xcDdYge3R+rG/EgB5s2ZnxCg7luseexcnNnbLcbL54/CFqykoBcNY7886UdxjnO456Uz3zN84nw9S358wCDIr1Y8odMajUKtJ2FrH2g2TMwRPglm/BYISsX+Djq6CxqlPqc7roQoLfexe1gwMjSg/zzPb32ZaYzdyP9tDYImFWCCFE79DlQdbd3Z2ICNktqFcoL6P56NQCJw8nDpcfwqPGOiLrG9l3giyAR2AQ1z2xBKOXD5WFBXzx+ENUFRUC4KBz4M1Jb3JBwAU0mZv4uP5jtuZv7eEWn72oMT5Mv2sIaq2KjH2lrHk3iVa/sXDr92DvBnm7YcUVUF/WKfU5jB1L8LIPURuNRJdn8ty2d0hIzmb2sl3UNbd2Sh1CCCHE2ejyIPv444/z2GOP0dDQOXP4xB+nqaqwzZF18vUgNycNfasalU6LR0BQD7fuzLn6+HLd48/i5hdATWkJnz/+EOV5OQDYaf+fvfsOb7O8Gj/+1ZY85C3Jsi15r8SOEydxHI84gwxoWaFAoS2FtrzlB33flu6WMrooLaWFDmhLC5QyCmVDoWQ503E84xU73ntvS5YtW8/vDyUOKcQESOKR+3NduVpbws/93Jbt4+Nzn6PlkfWPkBOawxRT3Ln/TnY175rjFX9ykSlBXHpbMgqVnKayPv79xzKcQcvgi2+BZxB0lcOTl8Fo1zm5nm7ZMqx/fwqFvz/Rg208ePAxao81cePj+Qzbz03HBEEQBEH4uM57IPvII4/w9ttvYzQaSUpKYsWKFaf9Ey4c3Wj/qa4FJgOjzR0A+FstyBWKOVzZx6cPDOK6e39BYJgV2+AA/7z3e/Q0NQCgVqh5IPMBklRJTLmm+Obeb/LvhtnHEy8E1iUBfOqOZSg1ClqPDfLm744y6RMHN78N3mborYa/bYWhlnNyPW18PNan/47SYMAy3MmDBx+jvaaJz/7lMP1j56ZjgiAIgiB8HOc9kL3yyiv55je/ybe+9S2uueYarrjiitP+CReO99gQkxr3AbtRz3G8htzvD42en/1jz5anrx/X3nM/xsgYxkdHeOHH36fjuLv9lkqu4jMen+HTkZ9mWprme/u/xyu1r8zxij+50Dg/Lv/fFNRaBR21Q7z+cCkOXTjc8jb4WmGwEf62DfrPTX2wJioK6z+eRmU2Yx7t4aGDf2SwroHr/nyY7hHHObmGIAiCIHxUyvN9gXvuued8X0I4Cw7nFGqXAkmmQMY0rVON+I2qADBaF34Ns85bz2d+9FNeeeA+2qur+NdP7+Kq796NKTYBuUzOPWn3oFPqeOH4C9x96G4c0w4+G//ZuV72JxIc5cMV31jO64+U0t04wmu/LeHy/01Bd8s78NTl0F8LT2xz19AaPvkvK2qLBesz/6DlizcT1NzMrw88yndc/8O1f3LxzJfTCPXzOAd3JQiCIAhn77xkZMVYy/mnv7OfKbU7G+uptlM7dBz/UfdBryBrxFwu7ZzReHiy/fs/xpKUgnPCwcv330vT0SIA5DI5d625i88lfA6An+f/nKcqn5rL5Z4TBqueK7+xAp23ir7WMV55qASbFAA3/xuMS2GsG564FDqPnpPrqYKDsf7jaTQxMfiND/Prg39E3lDHtY/l0dRnOyfXEARBEISzdV4C2SVLlvD8888zOTk56/Nqa2u57bbb+MUvfnE+liG8R19Lx0zHAm9PJw0d1WgnFSBzdwBYLFRaLVd9524iU1cz5ZzkzYd+wVhrI+Ae/fqdVd/hK0lfAeDBwgf509E/zeVyz4nAUC+u+uYKPH3UDHbaeOXXxYxO6uGmN8C8AsYH4MlPQ+uRc3I9ZVAQlr8/hTYxEb1jjAcPPop3Yw3X/imP2u5z08tWEARBEM7GeQlkf/e73/Hggw9iMpm47rrr+NWvfsUzzzzDSy+9xOOPP86dd97J6tWrSUlJQa/Xc9ttt52PZQjvMdzeNdND1tMbepvdwZ020B+VRjuHKzv3lGo1l9/5A+LSs3BNT9F1YBfVB3IBdzD7vyv+l68t/xoAvy/9PY8UP7Lg/4rgZ/Lkqm+twNtfy3DPOK/8uphhm85dVmBJh4lh+PuV0Lj/nFxP6eeH5akn0S1fjsfkOL/I+zOGxiqu+/NhKjuGz8k1BEEQBOHDnJdAduPGjRQWFvL6669jMBh45plnuOOOO7jxxhu59957qa2t5Qtf+AJtbW088MADYsLXBWDr6J7JyHr4qpnsdo+mDQpfHGUF/02hVHLp/36LhKwNIEm8+6dHKHrrNVzT7mb+tybfyrdWfguAv5T/hV8W/BKna2G3k/IJ8uCqb63AJ0jHaL+DV35dTHcn8LmXIDIHnDZ45hqofBXOQeCu8PbG8vhf8FizBq1zgp8d/ivxtUV89k95HKg9N71sBUEQBGE25/WwV2ZmJpmZmefzEsJZmujpYfJEIDvtAz617nZbYZELu2PBbORyBZu+cjsdXV0M11aR+/e/UPD6v4helU706nQ+l3gjWoWWn+b/lH8c+wf/bvw3l1gvIScsh9Wm1agV6rm+hY/M21/LVd9awWu/LWWw08a/HigkMMyLqOQHiQh5CP+2Z5G9eBP4RyKPuww/mx9Iro99PbmnJ2GPPUrb//0f7N3Hj448RVvlW+wuXsqTS9JIzEljS7KZxGA9MpnsHN6pIAiCIFyArgXC/DDd18eExj29a9TLid+Jg16GRXLQ60xkcjmBK9eStHIVhW++gm1okKM7/s3RHf9G4+FJ+LIVfD/sZp6wv06Xo59/1vyTf9b8Ew+lBxkhGawPW09WSBa+Wt+5vpWz5umj4ao7l3PgxVpqC3voax2jr3WMfD6D3vMywmV7CZ/Iw9z/R7Jl00gPPwZxWyF2mztzq/5o3QfkWi1hv/sdPb9+iMF/vkCorY/P1OZCbS4Db3vzH1Miv49chnF9NjnLwkiPCkCjXJh9iwVBEIT5RQSyFwnFQA8T+jQAejRD+I65W28FWRZ3IAvuutgVl15J6mVX0lpZRu2RQ9QVHGZ8ZJiavP2QB9vkerwiEugzQ57uOE30sKN5BzuadyCXyUkJSiEnLId1YeuI0EfM++yizlvNJbcsIfPaGBqP9lFf3Et7zSAjNg/K2EYZ21ArJwlVFhI5no919GW0xX8HpRYi1p0IbLeC3nxW15Op1Ri//z2C/vdrjO3fz8Db/2Fs3z78x0fZ1pzPtuZ8Jvb+jdKgGF4JXYoiI4v01fFsiDcQ4KU5z7shCIIgLFYikL1IaIf7mAzUA9Ax2oiHJAO1Au/AoDle2YWjVKmISEklIiWVTV/+f3TVHae+6Aj1hfn0t7UwWt+Kph5y0OFhSMUR7kWZvp0iZR3FPcUU9xTzUNFDWLwtrAtbR05oDsuNy1HJVXN9a2ek81KTmGEmMcPMpGOKtmODNJb30Vzex/goNEytpcGxFpnMRbC2nnDlASKOFeBb+x/gGxC8DOIudQe1wcvgQwJ4uacn+q1b0W/dimtyEvuRAoZ37WZg5y40vd2kdR8jrfsYFL3Icd9QHjIlMpySRuK6VWxKNBFj8Jr3vyQIgiAI84cIZC8SaofzxDAEF739DVgBbZD/RRs0yOUKzLEJmGMTyPrsTQz3dLmD2qIjtFVVYO/pg54+lgIrPBKQRxloCBxmv7qSltEWnq56mqernsZb5U1mSCbrwtaRGZKJj2b+HlxUa5VELg8icnkQLpdER90Au189gnLcj8FOOx3jMXQQw6HRm/HV9hMu30/E5BFMHQ8gz73fPf42dgvEbYOIbFDpZr2eXK3GKzMDr8wMzHffxcTxWkb37Kb3P7ugupLYoTZih9qg+l36XvXhdVMC9THLCc7JYuOyMFaF+6NWnvfhg4IgCMICJgLZi4AkSaim3Z9qrdyGracX0OAfEjq3C5tHfAwmVmy7nBXbLmfCbqfpaDENRfk0lBTiGBuF8ibMwGcVYXhEBNMd7OKQtoZ2Bni76W3ebnobhUxBiiGFnNATJQg+87dsQy6XYYzQ4xM3yaWXpjI+PEVjWR9NZX10HB9iyBFAKVdSar8SjdKBVV1IhCMPy/DzqIueAJWHu542bhvEbAFv46zXk8lkaONi0cbFEvTVrzLV18fY3r30vbsLR94hAh3DXNZ0GJoO49j9OMVBsfwzLAlNVhYZq+LIiQvC12PhHb4TBEEQzq/zHshu2LCBdevWvW9U7eDgINu3b2f37t3newkXveERO8jc2TOt1oF6yAloCLHGzu3C5imNhwdx6ZnEpWfimp6m4/gx6ouO0FB0hIGONsbq2vCsg0vwxsMUybjVg1J9G6XKBoq6iyjqLuLXRb/GqreyLnQdOWE5LDcsRymfv7836gN1LNsQxrINYUyMT9FS2U9TeR/N5f1M2LUcn8rkuD0TucyFWXecCMV+wisL0Nf82/0BQlLdh8Xitronin1Ipl8ZGIjv9u34bt+Oa2ICe34+gzt3M7RrN9r+XtZ2VbK2qxIKnqfaL4xfBi9hdEU6SVkr2JRoIjLI6wLsiiAIgjDfnfefrLm5uZSXl1NSUsIzzzyDp6cnAJOTk+zdu/d8X14Aels6mTjxJ2+Z5yQ+3e6azuCwqLlc1oIgVygITVhKaMJS1n3uFga7Omg4WYJwrAJ7Vy90wTJgtdcSZFGB1AcMsV9dRfNIM3+v+jt/r/o73mp3CUJOaA4ZIRnzugRBo1MSs9JIzEojrmkXXQ3DNJb101TWx1C3nTZ7PG3Es3/0K/hre4hQ7CO8sQBj28+Q7fkp+ISdKkEIzwLl7Ie55BoNXtnZeGVnE3rfPUxUVzOyaze97+5Efrya+MFW4gdboeodul/y5UVTIi1xqYSuz2BDUiipVj+UClGCIAiCcDG6ICminTt38j//8z+sWbOGN954g/Dw8AtxWeGEofYuJtXuwMmhc+BjcweyorTgo/MzmUm9zN0BwTE2RuPRIhqKjtBYWsjE2BgcHSMEuEERhi7STE/wNAd01XRODvJ249u83eguQVhhXDGTrbXqrXN9W2ckV8gxx/hhjvEjY3s0Q932mRKEzrohBhwGBriGIts16FR2wlX5hDsOEzb4NKqCx0HtBVHr3dna2C3gGTjr9WQyGdqEBLQJCRjuuB1ndw9je3PpfXcXk0fyMY4PcXnjIWg8hH3nnykOiuUZSxIe2dlkrIxhXVwQeu38PXwnCIIgnFsXJJANDg5m79693HzzzaxatYoXX3yRhITF24h/vrF19c5kZEflg6in5Egy8DUFz/HKFjatlxcJGetIyFjH9NQUHTVV7hKE4iMMdnZgq23Fsxa2oMfTHIPNoqPUu5VSZQMFXQUUdBXwYOGDhOvD3a29QteRYkiZ1yUIvkYPll9iYfklFhw2J80V7kxtS2U/4w4PjjnXc8y+HoV8mhDtMcKVBwmvyMP72BuADEJXucsP4i6FoPgPLUFQGQ34XXstftdei2t8HNvhwwzu2MXwnlw8BvvJ7Cwns7McV/5zVPtb+HnwEsZXriU5czkbE4yEB3pemI0RBEEQ5sR5/4l58lS8RqPh2Wef5ac//Slbt27lu9/97kf6OPfffz8vv/wy1dXV6HQ61q5dywMPPEBcXNzMcxwOB9/85jd5/vnnmZiYYMuWLfzxj3/EaDx1EKWlpYXbbruNPXv24OXlxU033cT999+PUnlqK3Jzc7nzzjuprKwkLCyMu+66iy9+8YufbCPmkL23byYjOzzViweg9PdGoRSZq3NFoVQStiSZsCXJ5Hzhywx0tFFfmE990RE6ao5h6+iGDkgB0ryXIosKpC5gkAPKKppGmniy8kmerHwSH43PaSUI3mrvub61M9J6qohLMxGXZmJ6ykVH3RBNR/toKu9jpM9Bi30pLSxlH/9DgLaLcMV+whsKMbb+BNmuH4Ov1V1+ELsVrBmgnP0wl1ynw3v9erzXr0dyuXBUVjGyeze97+5CUX+cxIFmEgeaofLfdL7oz3OmRFrjVxCWk8GGpSGiBEEQBGEROu+BrPRfM93vuusuEhISuOmmmz7Sx9m7dy+33347q1atYmpqih/84Ads3ryZqqqqmbrbb3zjG7z11lu8+OKL+Pj4cMcdd3D11Vdz8OBBAKanp7nsssswmUwcOnSIzs5OvvCFL6BSqfj5z38OQGNjI5dddhlf/epXeeaZZ9i1axdf/vKXCQ4OZsuWLedgRy68yb5+JtTuYN424Q5kvUyGuV3UIudvDsX/8lBWXb6d8dERGkuLqC86QlNpEROjo1A6Sihwo8qKLtJMl8nJAe0xuiaGeKvhLd5qeAulTEmqMXWmZ22YPmyub+uMFEo5YfH+hMX7k3ltDIOddprK3SUIXQ3D9DtM9PMZimyfQaeyY1XlE+44QtjAk6jzHwONHqI2nOiCsBk8/Ge9nkwuR5e0FF3SUoz/9784OzsZy82l5z87mSosINg+wJUNB6DhALZ3/0yRIZanLcl4ZGeRmRrNupggfDzEL3KCIAgL3XkPZBsbGwkKOr3p/vbt24mPj6ewsPCsP84777xz2ttPPvkkBoOBoqIisrOzGR4e5q9//SvPPvssGzZsAOCJJ54gISGBw4cPs2bNGt59912qqqrYuXMnRqORlJQUfvKTn/Dd736Xe++9F7VazWOPPUZERAS//vWvAUhISODAgQP85je/OWMgOzExwcTExMzbIyMjADidTpxO51nf48dx8uPPdh2pv4dJTQwAE7YBAALNlvO+tvngbPbnfFNqdcSsySRmTSbTU046qo/RUHyExpJCRnq7GatpxqsGtuKDZ0gsY2EaivUtlCuaye/KJ78rn18W/JIIfQTZIdlkh2STFJj0iUsQzufeeAepSdpgJmmDGceYk5aqAVoqBmg9Nsi4w4Nq53qq7euRy06WIBwi3H4QfdWrSDI5UuhqpJgtuGK2QkD0h5YgEBiI1zXX4HXNNbjsdux5hxnatYexvXvxHBkiu6OM7I4ypg8/Q1VAOD8NXoI9dQ1Ja5LYEG8g4gNKEObDa2e+EnszO7E/Zyb2ZnZif9w+yv3LpP9OmS4QdXV1xMTEUF5eztKlS9m9ezcbN25kcHAQX1/fmedZrVa+/vWv841vfIO7776b119/ndLS0pnHGxsbiYyMpLi4mOXLl5Odnc2KFSv47W9/O/OcJ554gq9//esMDw9/4Fruvfde7rvvvve9/9lnn8XD46PNrT8fnH/+Bz2htyLJFDTzAMZBFf5pa/GPWjLXS7uoSZLE5PAg9vYWbO0tOPq6T3tcptViM2lpMAxz1K8Vp2J65jGdTEesMpZ4VTwxqhi0Mu2FXv7HIrlgYkCBo1fJeI+Safvpf+r3VXUQqT5EuKYQo6oWuczFmMZIlz6Fbp/l9HvFIsk+QgDvcqFta8Oj6hjqymPoe7pOe7jdM5B8UyI1lgSUMeEkBsqJ9JYQFQiCIAhzx263c8MNNzA8PIxer5/1ufP3VMksXC4XX//618nIyGDp0qUAdHV1oVarTwtiAYxGI11dXTPPeW+97MnHTz4223NGRkYYHx9Hp3v/NKPvf//73HnnnTNvj4yMEBYWxubNmz/0E/BJOZ1OduzYwSWXXIJK9cF/Kt396N/plilAcuE54c5sbdjyKcyxi//A3dnsz3xhHxmmubSIhpJCWspLcDoceDQ5WNoEy1QRaCPNdJomOaA9Ro9imKPOoxx1HkUpU7LCsMKdrQ3NJtTr7LpRzPXeSJLEcPc4zRUDNFf0090wwpDTTLHzGopt16BVjrtLEDRHsIzvI7r3P0haH6TIDbhitiBFbQSd30e6prO9HdveffTv3M10cREhtj6urt8H9fsYPaCjyBDHjrCl6DIySUsOY7q1nCsvnf+vnQttrl87853YnzMTezM7sT9uJ/+yfTYWZCB7++23U1FRwYEDB+Z6KYD7IJtG8/5emSqV6oK9EGe7ltzpDl7lshE8xhUABIaEXVRfJBfyc/Fx+QQEkrxxC8kbtzDldNJWWUZ9sbtn7WhfL7aaZvQ1cCm+eIUmMBamociriXJlM0e6j3Ck+wgPFj9IlE+Uu642LIfkwGQUcsWs153LvQkKUxMU5sPKbREzXRCay/torhzAMa6jZiqHmvEc9yAGbTXhtkNEjB1EX/UKyBRgWeNu6xW7FQJjP7wLQng4HuHhBN30BabHbNgOHmRwx05G9+7Fe3SEnPZSctpLZ0oQSkwJ7K+ZJCVjORsTjUQFeV20Y50/yEL4uppLYn/OTOzN7C72/fko977gAtk77riDN998k3379hEaeirzZDKZmJycZGho6LSsbHd3NyaTaeY5R44cOe3jdXd3zzx28n9Pvu+9z9Hr9R+YjV0I5C73C8Il70KODEklx8PHd24XJcxKqVIRnpJKeEoqG27+Kn0tTTOtvTrrjjPW1gltkApk+CQhRQZQ6z/AQWUV9cP11A/X87eKv+Gn8SMrNIt1oetYa16Ll3r+TsQ6rQvCtIvOuuGZA2PDPeO0jSfSRiIHRr+Mn6abCOVBrLWFmJruRb7jbvCLcAe0sVvOqguCwssT/ZbN6LdsRpqeZvxoGaN79tC3YxeKpgaS+htJ6m90d0F4KYAXTQk0xy4nZN1aNiSFsircH7VS1CAIgiDMpQUTyEqSxNe+9jVeeeUVcnNziYg4fY59amoqKpWKXbt2sX37dgBqampoaWkhPT0dgPT0dH72s5/R09ODweA+tb9jxw70ej2JiYkzz/n3v/992sfesWPHzMdYaJxT07hk7jrdSXk/AHI/T5FVWkBkMhlB1giCrBGsufo67MNDNJQU0lB8hKajJTiGR6BkBAsQoQpHGxFMp2mSg9pquhnk9frXeb3+dZRyJauMq2aytQbN/O1coVDICY3zIzTOj8xrYmYGMTSX99FRN8zghJHBiasptl2NVjmORVVA+Hg+lv6n0OQ/CmpviN7gDmxjNn/4IAaFAo8Vy/FYsRzjN+9ksq2d4d27qXvhX+ibGgi29890QbDv/DPFhlieC12KNjOLtStjyIkz4O85e+AsCIIgnHsLJpC9/fbbefbZZ3nttdfw9vaeqWn18fFBp9Ph4+PDl770Je688078/f3R6/V87WtfIz09nTVr1gCwefNmEhMT+fznP88vf/lLurq6uOuuu7j99ttnSgO++tWv8vvf/57vfOc73HLLLezevZsXXniBt956a87u/ZMY6B3CqXLX6Y7LBtAAnkGz/1AX5jcPH1+W5mxiac4mppxO2o9VUl+cT0PREYZ7urEdb0F/HLbhi0dwLDaLhmLvVipUzeR15pHXmccvjvyCaJ9ozA4zIb0hLDct/9AShLn034MYWqr6aSrrp6WyH4ddx/GpbI6PZyOXuQjWHndna8vy8a16jZlBDCfH5hoSP7QEQR0agu9nr6fHR8+KnBwmCwoY3LWHkT178BgaJLOjnMyOclxHnqfGz8KvghMYTVlDYtYKNiWaiDGIEgRBEIQLYcEEso8++igAOTk5p73/iSeemBlW8Jvf/Aa5XM727dtPG4hwkkKh4M033+S2224jPT0dT09PbrrpJn784x/PPCciIoK33nqLb3zjGzz88MOEhoby+OOPL9gesoPt3TPDECZcQ2gAf1PI3C5KOGeUKhXW5BSsySmsv+lWBtrbaDhRV9tRcwx7Zw+yTncJQrpnIkQGUBswSJ66mrrhOuqoY9+Offhr/ckKyWJdmLsEwVM1fydiaT1VxK4yEbvKhGvaRWf9ME3l7gljQ9122sfjaSeeA6Nfwk/TS7jyAOENhZhaf4Z890/Ax3KqrjY8E1Szd3yQe3jgvWkT3ps2nRjEUMno7j307tiFvO44CYPNJAw2Q9U79Lziy2umBOqjUjCvzyInKZS0SH80yvn7S4IgCMJCtmAC2bPpEqbVavnDH/7AH/7whzM+x2q1vq904L/l5ORQUlLykdc4Hw13ds+Mp3VNjgIQEhY9l0sSzhOZTEZAaBgBoWHuQQxjozSdHMRwtIgJmw3KbViBcIUFrdXIcY9+KoxddDPAa/Wv8Vr9a6eVIGSHZhPmPX8HMcgVckJi/QiJ9SNjezRD3ScGMZT30Vk7zOBEEIMTV1FiuwqN0oFFVUjEeD5hg8+iLfgLqDwhar07sI3ZDN6mWa/nHsSQhC4pCcP//S/O7m7GcvfSt2MXE0fyMYwP8anGPGjMw7HncUqCYnkpZAnKjCzWrI5jfbyBQK/3HwwVBEEQPp4FE8gKH89Yd+9MRlY96R7aEBIiAtmLgc7Lm4TMHBIyc5iemqLj+DEaiguoLzrCYEcb4w0dhAFhFX7oDNHYLDpKvVsp17ScVoIQ6RPJulB3UJtiSPnEgxjOJ1+jBylGCymbLEzY3YMYmsr7aK7oZ8KmpXYqk9rxTGQyF2ZtHeHKg4RXFOJb/ab7A5hXnDowFpj4oddTGY34XXctftddi2t8HFt+PkO79jC0ew/a/l7SuypJ76qEohc47hvKb00JDKakkZi1ig2JJuJN3qIEQRAE4ROYvz+RhHPC0dPHhNqIJLnQTrgAGX7B5rlelnCBKZRKwhKTCEtMYt3nbmGws53awnwKd7zDRF834z39yHtgBTLSPOKRRQTSEDjMIXUNDcMNNAw38ETlE3irvckMyWRd6DoyQzLxOZHtn480HipiVhqJWWnENe2iq3GEpjJ3F4TBLjvt47G0E8vB0Zvx1fRjVRwgYqIAU/sDKHJ/jtLLxDJNArJahfvgmHr24SZynQ7vnBy8c3II/fG9TFRXM7onl553dyKvriJ2qI3YoTao3kH/q3reNibwu6gUDDmZ5CyzsCYyAK1KlCAIgiB8FCKQXeRcPZ1MqqOQXKPIJRmSHLwCAuZ6WcIc8wsOYfnWT9PpUrAxZx3tVRUzY3PHR0egspVQ4DqZGV14ML3BLg7rammVBni78W3ebnwbuUxOSlAK68LWsS50HZE+kfM2uyhXyDFH+2KO9mXt1dEM99ppKuunqbyPjuNDDE0EMMQVHLVfgUY5gUVdTPh4HhZNAcoX9oBSCxHrIG4rxGwBn9nrzGUyGdqEBLQJCQT9v9uY6utjbO8++nbswnE4jwDHCNua86E5n8ncv3I0KJrXQpYgT89k9ZpE1scbMHgvjGltgiAIc0kEsovdQD+ShwrJeWK8ro8O+Tw+nS5ceBoPT+LSM4lLz8Tlmqaz9jgNxUdoKC6gr6UJe2MHno2wEW+0ARYmwr0o9+mkWFVPcU8xxT3F/KboN4R4hbAu1B3UrjStRK2Yv+2ofII8WLbRg2Ubw5gYn6L1ZAlCeT8OG9ROpVNLOjJcBOvqsSoPEXGsAN/j/3E3PDAlQew2dxmCeTnIZ+8nqwwMxHf71fhuvxrX5CT2IwUM7d7N4M7dqHu6WNVdzaruaih+iYang/mDKZH+ZauJzV7NhsRglpj18/aXBEEQhLkkAtlFTjHmAA+QpnsAUAf6zu2ChHlNLlcQEpdASFwCWZ+9ieGebhpKCmgoLqC14iiO/kHoH2QpkKKJRRlpoNlg44D6GO1j7Txb/SzPVj+LTqljrXkt60LXkRWaRaBu/rZ80+iURKcaiE414HJJdDe4uyA0lvUy2GmnYzyGDmLIG70JH80A4YqDWCcKMHc+hGLfL8HTALGb3UFt5HrQzD50Qq5W45WZgVdmBiE/uovJurqZEgQqK4gc6SRypBOO72LoNU92GxN4NHIZgTlZrFseztqoQFGCIAiCcIIIZBc52YQLAJfkHoagDwqay+UIC4yPwcjyLZ9i+ZZPMekYp7m8lIaiAhpLCrANDTJ1rBXjMdguM+ERZmIwREa+Rz0NUg+7Wnaxq2UXAEsDlpIdls260HUk+CfM2+yiXC4jONqX4GhfVn7Kwuv/epvIoGRaKwdpPz7E8IQ/R/k0R+2fRqWYxKIuxWo/jHXkDTxK/gEKNYRnnTow5med9XoymQxNTAyamBgCb/0KU4OD2Pbvp+/dXYwfPIDvuI1LWgu5pLUQ574nKQ+M5K6QJUhrMlm5NokN8QaMelGCIAjCxUsEsoucbMqduZmShpADAQbRQ1b4eNRaHTGr0olZlY7kctHdWD8zNrensR57SyeaFshGx2bfZKYifDjm28thdQ0V/RVU9Ffwx9I/YtAZZsbmpgWn4aGa/RDVXFJ6SCxdF8LyTeFMOt5TglDRz/go1I+vpn58NSBh1LZgVR4kvLqQwLpvI3v72+7hCyd71oaugg8p61H6+eFz+eX4XH45ktOJvaiYoV27Gdi5C1VnOyt6a1nRWwulr9LyjIE/GRPpTVpF1Lp0Ni41s8SsRy6fn78kCIIgnA8ikF3kJNw9K13SKHIgOCRybhckLAoyuRxTVAymqBgyrr2R0YE+GksKqS86Qkv5URxDw1AyTAwQr45GE2mizTDOAc0xeujhpdqXeKn2JdRyNauDV8+09zJ7zd+OGmqtkqgVBqJWGJBcEj3NozNBbW/LKN0OK91YOTJ2A56qUazKw4Q7Cgjt+iOqA78Bnb+7V23sFojaADrfWa8nU6nwXJOG55o0Qn74fSYaGxnLzaXnPztxlZViGe3BMtoDdbmMvqljvzGeP4cn47sum4zlkWTGBOKlEd/iBUFY3MR3uUVsYnKKabk72yWbHgfAbBaBrHDuefsHkrxxK8kbt+KcnKC1soyGogLqi48w1t+HvboF/2q4nEA8Q5cyEqqi0KuRY6p2DrQf4ED7AX6W/zNi/GJmDowlBSbN27G5MrkMY4QeY4SetMsjGRucoLnCHdS2HhvANulNlfMSqsYvQSGfJkRTSbjtMNbRXejLnge5EizpJwYxbIHAmA8dm6uJiEATEUHAzTczPTKC7cAB+t7dhe3AfrzHRlnfVsL6thKmDz5NpX84PzYvYWL1WpatSWZjohFrwPyd1iYIgvBxiUB2Eevv6sOp0iNJU8innQD4GmafXCQIn5RKrSFy+Soil69io3Qbvc2NNBQX0FB0hM7649jaulC0QRpKsvVJSJF+HPcb4JD6GLWDtdQO1vJ4+eP4anzJCskiOyybtea16NX6ub61M/Ly07AkK4QlWSFMOadpPz5Ec7m7vddov4OW8WRaSIbRW/HXdBGuPIT1eCGmxruRv3sX+EWcKEHYAtYMUM4+/Uuh16O/9FL0l16KNDXF+NGjDO3eQ/+7u1C2NpHc30ByfwOUv0H784E8Y0qgNW4FYevSyVkawqpwf1SK2TstCIIgLAQikF3EBtu7mFR7I7lGkQEuBei8528wICw+MpkMQ3gkhvBI1lx9HbahQRpLi2goPkLT0RImRkagdIRwIFIZji4imE6Tk0PaaroY4o2GN3ij4Q2UMiUrjCvIDnUfGAv3CZ/jOzszpUqBdUkA1iUBZF0Xw0CnbSao7aofZmDCxMDE1RTbrp4Zmxs+no+l/x9o8x/76GNzlUo8UlPxSE3F/O1vMdnayljuXnre3cl0cREhtj6uqt8P9fuxv/sYxYZYngtZiiYzi/SVMeTEBREgxuYKgrBAiUB2ERvr7mNS5Q5kASS9Zt6eFhcuDp6+fizN2cTSnE1MOZ20HXMPYmgoOsJwTze22lb0tbAVXzyM0dgtHhz1bqNU3ciRriMc6TrCg4UPYtVbZ4LaFYYVqBSqub61DySTyQgwexFg9mLFFisOm5OWyn6ayvtpqexnwv6esblImLR17mxteRH+x950VxsEp5zogrAZgj+8Z606LAz/z38O/89/jukxG7ZDBxncuZvRvfvwGB4ks6OczI5yKHiOGt8wHjIlMLhsNQmZK1mfaBI9awVBWFBEILuI2fsGTmRkuwFQ+YlsrDB/KFUqwpOXE568nPU33cpAeyv1Re7pYu01Vdi7+6AblgErdfEoIoNoDBjhgOYYzSPNPF31NE9XPY2XysvdszbMPTbXX+s/17d2RlpPFbGrTcSuNrnH5jaM0FzRR1N5PwMdNjodMXQSQ97YTXirhwhXHiR8ohBzx69R7v2Fu2ftzIGx9aDxnvV6Ci9P9Js3o9+8GcnlwlFZyejuPfTu3IO8tpq4oVbihlqh+l0GXvVmhymBP0YsI2BdBtnLwsmIDsBDLX5MCIIwf4nvUIvYZG8PTnUU0uRxADzFaFphnpLJZASEWggItbD6imtwjI3RVFZMQ3EBjaVFOEZHcFa2EAx8RmbGI8xIv1lGvkcdTVIf7za/y7vN7yJDRnJQ8kwXhFi/2HmbXZQr5JhjfDHH+JJ+VTQjfeM0V7hLENprhhid9KV88jLK7ZehlDsJ05QRbj+MdeQtPEv/AXIVhGe4D4vFboGAqFmvJ5PL0SUloUtKwvB//4uzpwfbvn307dyDI+8Q/hOjbG0+wtbmIzj3/o3ywCjuMicyvXotK9LdPWvD/OdvqzRBEC5OIpBdxKTeLqYViTOlBf6G4DlekSCcHa2XF/Frs4lfm43LNU1X3XEaigtpKCmgt6kBe0sXuhbIwRONTzBT4XqO+fZwRFPH0d6jHO09yiMlj2D0MLq7IIStY5VpFTqlbq5v7Yz0gTqSckJJygnFOTFNW/UATeX9NJf3YRuGxvFUGsdTAQjStmFVHCS8ughD/Q+Q/ef7EBDtLkGI2ezuiKCcfUSwymDA95pr8L3mGvfY3IIChvfkMrBzD6qudlb0HmdF73E4+iqtzwXxlDGBjoRULOvSyYo3MC1diF0RBEGYnQhkFzHX8BioQJoeAsAUHD6n6xGEj0MuV2COTcAcm0Dm9Z9ntN/ds7ahpIDm8lImhkfg6AixQLwyEnW4gXaDgzztcbrp5oXjL/DC8RfQKDSsNq0mOzR73vesVWkURCwLImJZEJIk0dc6RlO5uwShp3mEXkcovVxHoe06dCobVmU+4Y4Cwnr/ijrv96DRnzgwthWiLwGv2Sf6ydVqvDIy8MrIwPzDHzDZ2MRo7h76duxm+mgpYWO9hI31Qv0+bO88SrEhlhJzAod6vMlYFcu6WAP+nrMHzoIgCOeDCGQXM/sk+IAkjQAQFhozxwsShE/OOyCQ5E1bSd60lanJSdqqymkoKaSh2H1gzFHXQUAdfIpAtIZYRsM0lHq1UKXrYH/7fva37+dn+T8j2jearNAsskOySTGkoJTPz2+HMpmMIIs3QRZvVl0WgX1kkuYKd6a25dgA4w5Pqp0bqB7fgFzmwqytJlyZh9WWj2/Va4AMQlJPtfcyJc/as1Ymk6GJjEATGUHgLbcwPTqK7eBBBnbtYXTvPjxHhsjqKCOrowxX4Qsc9wvlQVMiIylpJGStZEOCkXiT97wt6RAEYXGZn9+5hXNjAiTJBS4bAP7G+ZuBEoSPQ6lWE56SSnhKKuu/eCsD7W00lBTQWFxAe00Vjp4BVD2wChXp2jhkEQE0BAxxWFtL3VAddUN1PFHxBN5qbzLMGWSHZpMRkjGvD4x56NUkrA0mYW0w01MuOuqGaC5z19YO947TNp5IG4kcGP0Svpo+whUHsE4UEdz2CxR7fgbewacOjEXmgHr2QQkKb2/0W7ei37rVfWCsvJyhXbtpef1N9F0dxA+2Ej/YCsf+Q98ret42JvC7yGUErcske5mFtVGB6NTzc7CFIAgLnwhkFzFpWgHSGCDhkoOX7/z94SwIn5T7wFgYAaFhrPr01ThsYzSXlcwcGBsfGYZj7YQBYbIQtKFB9AfDEY96mqUB3ml6h3ea3kGGjKSgJDKDM2EKJGn+FoMqlHLC4v0Ji/cn89oYhrrtMyUInbVDDE0EUsqVlNqvRK2YxKIuxjqej3X4FXTFT4FCA+GZp9p7+YXPej2ZXI5u2TKUiYkciYokeeVKHIcO0bdjNxP5hwl0jLCtOR+a83Hu/StlgVH80LwEV9paUk8cGAvxnb91yoIgLDwikF3EpiXtzEGvaS8lsg/pPykIi4nW04u49Czi0rOQXC666mtpKCmgoaiAnqZ6HK09eLbCerxR6804w/VU+/ZSoK2jrLeMst4yAF589UWyQ7PJCs0iPTgdD9X8Pbnva/QgxWghZZOFifEpWqsGaC7vo6miH8cY1I2voW58DSBh1DYTrjyItbqIwLpvI3v72xAUfyJbuxXC0kAx+48IpcGA32c+g99nPuM+MHakgOHduxnYtQdVdyepPcdJ7TkOpa/Q8oyBv5kS6EpIxZqTzoYlZpZb/FDIRQmCIAgfnwhkF7FpucdMICvXiyyIcPGSyeUEx8QRHBNHxrWfY2ygn4aSQhpLCmguK2VyZBTKRokDEpSRqK3uA2MH1dX00stLtS/xUu1LqOQqVhpXzhwYs+gtc31rZ6TRKYlONRCdasDlkuhpGqGpvI/min76WsfodoTTTTj5YzfiqRrFqszH6iggtPvPqA89AlofiN7kbu8VvQk8Z2/fJ1er8crMwCszA/OP7mKyoYHR3Fx6392NVF6KZawHS10P1O1l7G0thcY4ngpbikdWFmtTo1kXG4SvhzgwJgjCRyMC2UVqetrFlNwLyTUGgNbXZ45XJAjzh5d/AMkbt5C8cYt7wlhV+Yna2kKGujtx1HcQUA+XY0Ab5IfNouOodxsV2lbyOvPI68zjgYIHCNeHuw+MhWaTakidtxPG5HIZpkgfTJE+rLkiirFBh7u1V0U/bdUD2Ca9qXJuomp8E3LZNGZNNeGqw1jHDuFb8RLI5BC66lS21j921uvJZDI0UVFooqII/NKXmB4ZcR8Y27mb0X378RodZl37Uda1H8V1+Flq/Cw8YErAtnwNCVmpbEw0EmPwEgfGBEH4UCKQXaRGBkdOTPVqB8DTXwxDEIQPolSpCF+2gvBlK5BuupXBznYaiguoLzpC27EKHL2DKHoHWYGc1do45BEBNAWMckhbQ9NIE01VTTxd9TSeKk/Sg9NnyhACdYFzfWtn5OWnZWl2CEuzQ5hyTtNxfIimE50QRvoctDmW0OZYwoHRL+Gj7seqPES4owhzy/0odv8EpT6EZHUcsloFRG8A9ezlFgq9Hv22bei3bUOansZRXs7w7j307dqDor6WhMFmEgab4dg79L3swxumBOojl2Fcn0l2soX0yAC0KnFgTBCE9xOB7CI11N3HpEqP5KoBwC/AOMcrEoT5TyaT4W8Oxd8cyrItn+KNV18l3myg5WgJjaWF2IeH4Fg7ZuAagtGFGRkwyyjwaKBB6mVny052tuwEIDEg0V2CEJLNksAlyGXzs0ZdqVJgWRKAZUkA0okDY+4JY+4DY8OTAZRNfpoy+6fdE8bUR7Haj2DVFKF84Ub3gbGILHe2NmYz+EfMej2ZQoEuJQVdSgqmO7+Bs6uLsb376Nt58sDYMJc2HYamw0zm/pWjgVG8HpKIbE0mK9csZX18EME+olRKEAQ3EcguUqPd/ThVnkgOd2lBkDF0jlckCAuPQq0mZvVaEjPWIblcdDfUUV9cQGNJAd0NdYy3dqNrhWw8uES/lKlwH2r8+jisOU5VfxVV/VU8dvQx/LX+ZIZkkh2azVrzWrzV3nN9ax9IJpPhZ/LEz+RJyiYLk+NTtFYP0HyiDME+Ao2OlTQ6VgIQoGkjXHkYa1UhxtrvIZd9BwJjTwW1ZzNhzGTC77pr8bvuWlwTE9iPHGFody6Du3aj7uliVU8Nq3pqoOQVmv9h5C/GBHqWpBKxLp2cJWZSwnzFgTFBuIiJQHaRGuvswKnyRrK7D3uZTbNnSQRBmJ1MLscUHYspOpaMa29kbHCAxtJCGosLaSorYeLEgbFoIFYRgSbcSKfRyWHdcboY4PX613m9/nWUMiXLjcvJDnEfGIvwiZi3taBqnZKo5QailhuQXBJ9bScnjPXR0zRC/0Qo/RPXUGS7Bo1yHIuykPDxAiw9T6HN+z2ovSEq51Rg622a9XpyjQavrCy8srIIufsuJuvrGd2TS++O3bgqjmId7cY62g11uYy9paXQEMvfrUl4ZmaSlhojDowJwkVoQQWy+/bt41e/+hVFRUV0dnbyyiuvcOWVV848/sUvfpGnnnrqtP9my5YtvPPOOzNvDwwM8LWvfY033ngDuVzO9u3befjhh/Hy8pp5TllZGbfffjsFBQUEBQXxta99je985zvn/f7OpYnOTiS8QXIPQzAYwuZ4RYKwuHj5+ZO0fjNJ6zcz5XTSfqzSfWCspIDBzg7G6zvwrYet+KELisJu8aBM385RTRMFXQUUdBXw66JfE+IVMtMFYZVpFRqFZq5v7QPJ5KcmjKVsDuWNV94mLmQFbceGaK0aYMKuo3Yqi1pHFjIkjNp6rMrDhNuKCKh6wz1MzJTsHsQQs9k9bUx+5rpXmUyGJjoaTXQ0gV/5MtPDw4wdOMDArj2M7duP19gI2R1lZHeUQd4z1PiG8aApntFlacRmr2J9gomEYDFhTBAWuwUVyNpsNpYtW8Ytt9zC1Vdf/YHP2bp1K0888cTM2xrN6T8UbrzxRjo7O9mxYwdOp5Obb76ZW2+9lWeffRaAkZERNm/ezKZNm3jssccoLy/nlltuwdfXl1tvvfX83dw55uwbAskOSEgy8PTzm+slCcKipVSpsCanYE1OYf1NX2Ggo53GkgIaigtoO1bJeO8Ast4BlgGp2jgUEYG0BNo4oDlG+1g7z1U/x3PVz6FT6kgzpc10QjB5zp7BnEsKjUTsaiNLMkJxTbvoahihucI9jGGgw0aXI5ouoskf+xyeqhGsysNYHUWEdvwO9b5fgc7f3dYrdgtEbQCP2Qe2KHx88LnsMnwuu2zmwNjInlx6d+WiqKshbqiVuKFWqN7B4Kte7DTE82hEMn7rMslIiSAzOhBPzYL6kScIwllYUF/V27ZtY9u2bbM+R6PRYDJ98Df/Y8eO8c4771BQUMDKle4ar9/97ndceumlPPjgg5jNZp555hkmJyf529/+hlqtZsmSJZSWlvLQQw8tqEB2enhspofslIcc+SyZD0EQzi1/cwj+5hBSL7uSCbudlvJS9zCG4gLsw0NMHWvDCGzHhEeokaEQBQWeDdRqusltyyW3LReAWL/YmWxtcmAyinn6dSxXyDHH+GKO8SX9qmhG+sdpqXQPY2irHsTm1FPl3EzV+GbksmlCNMew2vKxju7Dt/yFE+29Vruni8VsBuNSmCWT+t4DY8ZvfB1ndw+2A/vp3bGbicOH8XOMcUlrIZe0FjK9/0mq/MP5cXAik6lrWJq5nPXxBiKDvM748QVBWDgWVCB7NnJzczEYDPj5+bFhwwZ++tOfEhDgbj2Vl5eHr6/vTBALsGnTJuRyOfn5+Vx11VXk5eWRnZ2NWn2qzmrLli088MADDA4O4vcBmc2JiQkmJiZm3h4ZGQHA6XTidDrP163OXOO9/3vStM2JpHQf9MJLc97XMV+daX8EsTcf5lztj1ylInzFKsJXrGL9zS56mhpoKi2iqbSQ7oY67G3dqNsgAy3rvZfgCvfluP8A+ZrjHB90/3u8/HF81D6sDV5LZkgma4PX4qOZu97QH7Y3Or2SuHQDcekGpian6awbpqVygJbKQUb7HbQ6ltLqWMqB0S/hq+7FqszD6ijC3PJzFLt+jOQdjBS1CVf0JUgR2aD+kKDT3w/Pyy/H8/LLkZxOxktKGM3dy8CefajamknqbyCpvwEq3qT7BV9eNibQFJ1CUPZaspJCWG31Q3MO23uJr60zE3szO7E/bh/l/mXSfB4kPguZTPa+Gtnnn38eDw8PIiIiqK+v5wc/+AFeXl7k5eWhUCj4+c9/zlNPPUVNTc1pH8tgMHDfffdx2223sXnzZiIiIvjTn/4083hVVRVLliyhqqqKhISE963l3nvv5b777nvf+5999lk8POZmnKX0jz00e4YxNb6HMbOOlJzPzck6BEE4s6lxO/aOVmwdrdg725Cm3vPNWy5nKsCTLoOTsoB2ejzH4ESSUoaMMEUYcao44lRxGOXGBVELKkkwZZPj6FXg6FEyMagA6dS6lbIJQtVHidAUYNUU4akYZFqmpN8rnm59Mt36FGzaj1Zuoervx6PmOKrKavSN9Sinp2Yem5QrORoYRUlwPP0x8Zgs/iT6SvjNzzJlQbho2O12brjhBoaHh9Hr9bM+d1FlZK+//vqZ/5+UlERycjJRUVHk5uaycePG83bd73//+9x5550zb4+MjBAWFsbmzZs/9BPwSTmdTnbs2MEll1yCSnVqqtDb/8ibKS0ICg3l0ksvPa/rmK/OtD+C2JsPc6H3Z3rKSUfNsRPZ2iIGO9tR9o4S2guhBKDxj2LC4kmlTxfF2kZaaKFluoUdjh2YPExkmDPINGey2rQanfL89lk9V3szOT5FW80QLZUDtFYOMD4KTROraZpYDUCgptV9YGyiiCUjz5MkexbJLwJX9Gak6E1IlrWgPPuo0zU+znhBAcO5exnO3Ye6t/tUe6+jr9HqFcQRYwKF8SsIzV5DdmIwy8N8UCo+Wg9g8bV1ZmJvZif2x+3kX7bPxqIKZP9bZGQkgYGB1NXVsXHjRkwmEz09Pac9Z2pqioGBgZm6WpPJRHd392nPOfn2mWpvNRrN+w6VAahUqgv2Qvzva0271EiSu7TAN8h4UX9BwIX9XCw0Ym9md6H2R6VSEZmSSmRKKgCDXR00lhTSWFJIa1U5EwNDMDDEEiBZFYUq3EBb0Dh52uN00cVLdS/xUt1LqOVqVgWvmmnvFep9/npIf9K9UalUxK3SEbcqGMkl0ds6OjOMoad5hL6JMPomwiiyfQatchyLqgDreAGW/mfQFvwJVJ4QmQMxl7hra31CPuyCaDZuxHfjRiRJYrKujtG9e+nZuQep7ChhY72EjfVC/T7s/9FQEhTDP0OXosnMJG1lHDlxQQR4nX3gLL62zkzszewu9v35KPe+qAPZtrY2+vv7CQ4OBiA9PZ2hoSGKiopITXX/sNi9ezcul4u0tLSZ5/zwhz/E6XTObOSOHTuIi4v7wPrY+WpapkNyuYP2gCDzHK9GEISPys9kxm/b5azYdjlOh4OWyjIaSwppKClgtK+X6dp2Amvh0wSiNcQyFqrhqHcblbo2DrYf5GD7Qe4/cj8RPhFkhWSRFZpFqiEVlWJ+/nCUyWUYrHoMVj2rLovAPjJJS1U/zeX9tFQN4BjXcXwqm+Pj2ciQMGnr3bW1FUUEVL/lPhtmXHqqZ23oKlCc+UecTCZDExODJiaGwC9/menRUWwHDzGwazej+/bjMTxIRmcFGZ0VUPA8dT4hPGKKZyBpNdHZq1mfaGKp2Qe5GMYgCHNqQQWyY2Nj1NXVzbzd2NhIaWkp/v7++Pv7c99997F9+3ZMJhP19fV85zvfITo6mi1btgCQkJDA1q1b+cpXvsJjjz2G0+nkjjvu4Prrr8dsdgd7N9xwA/fddx9f+tKX+O53v0tFRQUPP/wwv/nNb+bknj+uKbkHnCgtCDaFz+1iBEH4RFRaLVGpq4lKXY0kSfS3tcxka9trqnD0DKDsgVQUpGlikYUH0BQwQp7uOI3DjTQON/L3qr/jofQg3ZxOVkgWmSGZGD3n7+hqD72a+DXBxK8JZnraRVf9MM0V7gljAx02Oh3RdBLN4bHP46UawaI8TLijkNDOP6A68BBofSF6I8Rscbf58gyY9XoKb2/0W7eg37oFyeXCUVnlztbu2I38+DGih9uJHm6Hml0Mv+7BfkM8f7Em4Z2dRcbySLJiA9Fr5+cvCYKwmC2oQLawsJD169fPvH2yLvWmm27i0UcfpaysjKeeeoqhoSHMZjObN2/mJz/5yWl/9n/mmWe444472Lhx48xAhEceeWTmcR8fH959911uv/12UlNTCQwM5O67715Qrbeck04m5R5ILndpgZjqJQiLh0wmIzDMSmCYlVWXb2fCbqO5vJSG4gKaSouwDQ1CTQchwDWY0QYHMmiWU+zZRJ1HL7tadrGrZRcAcX5xZIVmkRWSRXJQMkr5/PyRoFDICYn1IyTWj7VXRzPSN+4Oaiv7aaseZOw97b0U8mlC1FVYVPmEjx3Ep+IlQAahK09la4OXzd7eSy5Hl7QUXdJSDHfczlR/P2P799O/aw/2g4fwsY+xoa2YDW3FTB/8O9X+Vu43JWBfnkZiVipZ0QEszGPUgrDwzM/vWmeQk5PDbE0W/vOf/3zox/D3958ZfnAmycnJ7N+//yOvb74Y6hlgUqWCyWkAfAPmb9ZFEIRPRuPhSWxaBrFpGUgud3uvxpJCGkoL6aytwdHZh64TMvBgnS4eKdyP+oBB8jW11AzWUDNYw+Plj+Ot9ibDnEFWaBYZ5gwCdLNnMOeSPlBHUk4oSTmhTE1O01YzSEtFP00V/Yz2O2hxJNHiSOLA6Jfx1fRiVeRhrS/E3PoAij0/Ay8TxGxyZ2sjc0D7IaeiAwLwvfJKfK+8EmlqivHSUob35NK3aw/KpgaWDDSxZKAJqt6m7yU97xgTOBYaT/G4kZzlEaRHBqJTz88ewIKw0C2oQFY4O0Pd/TiVMpiEKZUMpVrMHheEi4FMLscYGY0xMpo126/HPjJM89FiGkoKaTpajGNsFI6NEw6Ey8LQhgTRFyxR4FFPszTIO03v8E7TO8iQsTRw6UxtbWJAInLZRzu5f6Eo1QrCkwIJTwokS5IY7LTTVNFHS0U/nXXDDE0EMcTlHLVfjkoxSZi6FKv9CNbht/As+QfIVWBNP5Gt3QKBMbNna5VKPFauxGPlSoK//S2cHR2M7XMPY5gsyCfQMcK25ny2NefjPPQPygMj+VFwItNpa0lZk8SGBCNh/nPTllEQFiMRyC5Co+3tOGUuAFw6kQUQhIuVh96HhKz1JGStx+Wapqvu+IkDY4X0NNbjaOvBqw3Wo0flHcyU1Yfjfn0UaOsp7yunvK+cPx79I/5afzJDMskKySLdnI6HfH4GYjKZDH+zJ/5mT1ZstjIxPkVr1QDNFX00V/QzPgoN46tpGHe39wrStmFVHMJaU4yh4W7k794Fvlb32NyYzRCeCarZW5mpzGb8rr8Ov+uvwzUxgf1IAQO7dtP9zrt4DfWzoreWFb21UPYaHc8G8A9jAu2xywnJWcu6paGsDPdHrZyfvyQIwkIgAtlFyNbWDtjdb3yEVjGCICxecrkCc2wC5tgEMq77PGMD/TQeLaKxpJDmshImR21QYSMGiJVb0YQF0W2aJl9XS4c0wOv1r/N6/esoZAqSApMIcgQRPRhNYlDivB3GoNEpiU41EJ1qQHJJ9LS423s1l/fR0zxKryOUXq6l0HYtGuU4FlUR1vFCLAPPozvyZ1DqICL71OhcX8us15NrNHhlZaJZk0ZJSjKblizBceAgPTv34Cotxmzr58qGA9BwAMeOxygNiuGFkCUo12ayanU86+MMGPTaC7Q7grA4iEB2EZrs7UdyuTOyKr3nHK9GEIT5yMs/gKT1m0lav5npKSft1cdoLHV3Quhva8HR3I1PM2zGD7WvlUmLF5U+XZTomijtLQVgx9s7MHgYZkoQ1gSvwVM1P7/nyOQyjOF6jOF6Vn/K3d6ruaKflkp3e6+JcR21U5nUjmcCEkZtE1blYSxVxRiOfwuZTIKghFNBbVgazNbKTCZDHR6OZ0wMATd/kekxG/bDeQzs2sNI7l60g/2s6apiTVcVFL1Ioz6YR43x9C5ZSeS6NaxLDCYlzBeFaO8lCLMSgewi5BwaQ3K5D8Vpfc7vZDFBEBY+hVKFZWkylqXJrPvcLQz3dNNYWkRjSQEtFWVMDo3A0AhLgCRlJEpLIMd1fVQauuiRenip9iVeqn0JpVxJqjF1JrCN0EfM22yth15NwtpgEtYG45p20dUwQnOlu71Xf9sY3Y4IuongyNhn0SltWFRHsI4XEdb9ONqDD4PGB6LWu8sQojeBl2HW6ym8PPHetAnvTZuQJImJ6mpGc/fSs3M3sqpKIkY6iRjphNo9jL6lo8AQx1NhS/DMzGTNyhjWxQbh6yHOOwjCfxOB7CI0PTaBJLlntnv7zd+Tx4IgzE8+BiMpmy8lZfOlOCcnaKuqmBnGMNzdxWRDl/vAWGUgmoBo7BYdZd7tVOjayO/MJ78znwcLHyTUK3Smvdcq0yq0yvn5Z3O5Qo45xhdzjC/pV0YxNjhBS6W7vVfrsQHGHZ7UTK2nZnw9MlyYNPVYVPlYx4oIrHzVfTbMvByiT0wYMyTNej2ZTIY2IQFtQgJBt32VqcFBbAcO0r97D7b9B/AeG2Fdeynr2kvh8DMc9w3lIWM8w8tWE5O9ipyEYBKD9WIYgyAgAtlFyeWQwOWukfX1mz1LIAiCMBuVWkNESioRKams/+KtDHZ2UFd4mMJd7zLR281E/xCK/iGWI2elKgpFeCCtgXbydMdpo43nqp/juern0Cg0rDatnglsz+fo3E/Ky09DYqaZxEwz01MuOk8MY2ipPDGMYSKGzokY8sc+h4dyBKvqCFZHEaFtv0ez75codf6s0MYhq7C5M7YfMoxB6eeHz6c/hc+nP4U0Pc340TJG9+6ld3cuitoaYofaiB1qg5qdDL/qwT5DHH+2JuGdlcnaFdFkxgTioxPDGISLkwhkFyHXlBxJZgMgIDB4jlcjCMJi4e4KEMLybZfTKSnZtGE9ndVVM31rx/r7mK7txFgLV2JEawxgJFRFiWcLNR6d7G/fz/52d4/uhTI6V6GUExrnR2icHxnboxnpH6elcoDmin7aqgewT+o5NrWJY+ObkMtcBKtrsIwdwaopRvHqbe5WXiGpJ9p7bYLg5SA/c5cCmUKBx4rleKxYjvEbX2eqt5ex/Qfo3bUHR94hfOw21reVsL6tBNfBpznuF8YvTQnYUlYTm7WSnHgTCcHe87akQxDONRHILkLT02okuTuQNRjC5ng1giAsVmqtjuhVa4hetQZJkuhraaLhxOjcjuPHcHT3o+6GNNRkaN2jcxsDRjisXbijc/UBOpZmh7A0O4Qp5zSdtcMzU8aGuu20TyTQPpFA3thNeKmGsCrzsTqKCGl9CHXuz8EjEGIucdfVRm0AD/9Zr6cMCsL36qvwvfqqU8MYcvfStysXZWMd8YMtxA+2wLH/MPiyF7sMcTwWnoxPdiYZyyPIiA7EW4zOFRYxEcguQk5UII0DEBw0e7sYQRCEc0EmkxFkjSDIGkHalZ/BMTZGc3kJDcUFNJYWMT4yDNUdhHJidK45iEGznCLPRuoX6OhcpUpBWKI/YYn+ZBLDcK+d5ooBmsp7aa0eYMzpS6VzC5XjW5DLpjFrjmG1HcE6sg/f0ueQyeUQusod2MZsBlPy2Q9j+NY3cXZ3Y9u/n56de5g8fBg/xxibWovY1FrE9P4nqfa38nNTAuMrVpOQuZKceCOxRi+RrRUWlfn53UH4RCZl7k+rBHj5+M3tYgRBuChpvbyIS88iLj0LyeWiu6HOna0tLaSrvhZHRy+6DsjEg/WeCbjCfan3G+TwLKNz15rXEqgLnOtbOyOfIA+S13uQkGnkzTf+TXLkGtqrh2mu6GOkz0GbYyltjqUcHL0FvWoAq+owFkcRIS2/RLX7p+BlPHFg7BJ3RwStz6zXUxmN+F5zDb7XXIM0OYm9pJTh3Fz6d+WibGk8bXRu/7/0vG2I5/cRSfityyJzmZWM6EA8NSIMEBY28QpehCblCnCBSyV3/8YvCIIwh2RyOaboWEzRsaz9zA3Yh4dOtPcqpKmsmAmbDSrtM6NzNSGB9AdLFOgaaPE8NToXIDEgcWbKWFJgEgr5/JxeKFeAZYk/USlGJCmGoW67uwShop+OuiFGnP6UOy+l3H4pCvkUIepKd7Z2aCc+pf8AmQIsa06UIVwCxiWzZ2vVajzTVuOZthrzd79zanTuzt1MFhwhwDHClpYj0HKEqX1PUOUfzk+CE3CkprE0YwU58QaigkS2Vlh4RCC7yIzbHUwpcAeyWvHpFQRh/vHw8WXJuo0sWbcR1/Q0HbXVNJ4oQehtbmSirffU6FxPE1NWPbW+AxTo6qnqr6Kqv4o/l/0ZH40Pa4PXkhmaOa+ztTKZDD+TJ34mT1I2WZh0TNFeMzgT2I4NQotjGS2OZewfBV91L1ZlHpbjxZibfoZy573gbXYfFovZDJE5oPGe9Zqnjc6dnGS8sJCh3H0M7N6Dsq2F5P4GkvsboOItel/w4XVDPA1Rywhcl0FWspX0qAA81OJniDD/iVfpIjPY2YtT7p7qJcbTCoIw38kVCkLjlxAav4SsG744Mzq3qaSIprISJm12qLITDUTLLGhCAukzuSjwaKBVGuLtprd5u+ltYOFka9VaJRHLgohYFoQkSQx02tztvSr66awbZmgyiKHJyzlqvxyl3EmougyrvQDL0Nvoi/8OctWJbO2JKWNBcbNma+VqNZ5r1+K5di0hP/gek21tjO3dR+/OPTiLCggaH2Zbcz405+Pc81cqAyK4x5yIc+UaktOXsT7BSETg/JzYJggikF1khlpbmZZNAaDyEd94BEFYWE4fnTtF5/Fq9+jc92RrvdtgAz6oPIOZsvpQ69e/oLO1AWYvAsxerNhsZWJ8irZjAzNTxuzD0ORIpcmRCoCfpgur4jDW8SKCG+9DseNH4BN26sBYRDaoZ//erw4Nxf/GG/C/8QZcDgf2ggKG9uxlcE8uqs52UvrqSOmrg7LX6X7Oj3+Z4mmOTsG4LoPMpDDSIwPQqubnLwnCxUcEsovMaHMbkuRuvaUL8J3bxQiCIHwCCqWS0MSlhCYuJeuGLzI60EdTaTGNpYU0l5UuymytRqckaoWBqBUGd0uztrGZYQxd9cMMTpgY5EpK7VeiUkwSpip1Z2sHXsWr8G+gUIM141RgGxA9e7ZWq8UrKwuvrCxC776LyaYmRve5s7XTxUUYxwf5VGMeNOYxuesvlAdG8sPgRFyr00lJTyYnLghrgEiaCHNHBLKLzHhXH5LLHch6+8/PDIQgCMLH4e0fSNKGzSRtOItsrVcwU5aFn60NCvMmKMybldvCcdictB4bmAlsx0ehYXo1DY7VAARo2tx9a8eLMNXfhfw/PwBf66kShPBMUHvMek11eDgB4eEEfOELuMbHseXnM7Qnl6E9e1H3dJHac5zUnuNw9FU6ng3gOWMCbTHLMK3LIHtpKKsj/EW2VrigRCC7yDgHRpAk93havwAxnlYQhMXpQ7O1Yx+QrQ2WKPCop+UDsrUnhzHM52yt1lNFzEojMSuNSC6J3tbRmQNj3U0j9E+E0j8RSrFtOxqFg1B1CVZ7IZb+f+FZ8BdQat3BbMxm90CGgKhZryfX6fDOycE7J4fQeyUmGxsZ27uXnp25uEqLMdv6uaLhADQcYGLHnzgaFM0r5iXI0tJZvmYpObFBhPnPHjgLwiclAtlFxjk2DicyskEBIXO8GkEQhAvjjNnakkJ6W5rOqrb2T2V/Oi1bm2HOIEAXMNe39oFkchkGqx6DVc+qyyIYH52kpepEtraqnwmblvrxdOrH0wEI1LRhUR7Gai/GVPs95DIX+EedKEG4BKyZoNKe+XoyGZrISDSRkQTcfDMumw3b4cMM7NnLyJ69aPp7WN1dzeruaih5idZ/BPG0MZ6O2BRC1q0le2koq8L9Ec29hHNNBLKLzNT49ExpgdEgpnoJgnDx+ci1taGB9Jk+OFu7JGAJmSGZ8z5bq/NWE5dmIi7NhMsl0dM0MlOC0NM8St9EKH0T11Bsuwa1wkGYqhSLvRBL7wt45T8GSp37oNjJ8bn+EbNeT+7piffGjXhv3IgkSUzU1jK2bx89O/cglR0lbKyXsLFeqN+P493HKAuM4mVzIqxeg9JTxvJhB5ZAMTpX+OREILvITEy4ACcAJkPY3C5GEARhHvjvbG3H8WM0lhbRdDJb29qLd+t7srXhPtT6urO1lf2VVPZXLqhsrVwuwxTpgynSh7TLI7GPTNJa1U9z5cCpbO30GuodawAIULdhVR3BYi/GdPy7KGTT7kNi0ZvcwxjCM0ClO+P1ZDIZ2thYtLGxBH75y0yPjWE7dIjBPXsZ2bsP7UDfe7K1L9PuGcizr75BV9xygnPWkr00jJXhfqgUYoCP8NGJQHaRmXS5/3AjIUOjEydJBUEQ3kuhVBKWmERYYhLZ783WlhTSXH6ib23l4srWeujVxK0JJm5NsDtb2zxCS4U7sO1pHqF/MpT+yVCKbVejkk8Qpi7FYi/C2vPiiWztidrak+NzP6S2VuHlhX7zZvSbN7uztcfd2druXblQfpQQWx8hJ2tr//MoZYFRvBKSCCc7IcQbMPueOXAWhPcSgewi45RO/B+FUowaFARB+BAfKVvrZT4xZWz2bG2aIW2ub+uM5HIZpggfTBE+rP505ExtbUtVPy2VAzjGoMGRRoPDfQ/+6g6sqnwstmKCa3+I4p3vgl+EO1sbcwmEZ83aCUEmk6GNi0UbF0vgV77MxNAQ+//4RyJHxhjbfwBNfy+rempY1VMDJa/Q+XQATxvj6IhbTnD2WrKSLawM90OjnJ+/JAhzTwSyi4xTJgcJJNH+RBAE4SN5X7a2v88d1JYWubO1YzaotJ1VtjZEEUJzWTPZYdnzOlv73tpaySXR0zJKS+WpTggDk2YGJq+ixHYVKvkkoeqjWOyFWPtewbvgL6DQgHXtidraSyAwZva+tZ6e2JYsIezSS1EqlUzW1zO6dx/dO/dAWSnB9n4ubzwEjYeYfPdPVARE8po5AdLSSUpfRk6cQXRCEE4jAtlFZvrk9w+t+NQKgiB8Et4BgSRv3ELyxi2nsrUl7r61fR+SrW1Xt/OXir/wl4q/LJjaWplchjFcjzHc3QnBMXaib23lqb61jY5VNDpWAeCn7sSiPILVXoy5/m4Ush+Ar+VUbW1ENmi8znw9mQxNdDSa6GgCv3SLuxNCfj4De/YynLsPdW8XK3qPs6L3OBx9ja5/+PFPQzytscswZGeSlWwRfWsFEcguJs5JJ1OyaQAUelFfJAiCcK6clq298eZZs7UxMgtOPw/skVoKPRsWbG2t1ktFzCojMatO9a1tqXSXIHQ1DDM4Gczg5BUctV+BUj5JqLrM3be27w30hX8DuQqs6adqa4PiZ72e3NMT7w0b8N6wAUly960d3buPnl3uvrUm+yCXNeVBUx7OnX+hIiCSt4LjmV65hqSM5ayLMxAeKM6GXGxEILuIDHb1MiWbAkAX5Du3ixEEQVjETs/WOumocdfWnszWKgds6AdsZ11bmxWaxVrz2nmdrT3Zt3blpREzU8ZOBrb2EWhyrKTJsRIAX3U3VmU+lvFizA0/RrnjR6APRRG5nuBhP5jIApX/ma/3nr61gTd/EZfdju3IkRPZ2r2oujtZ3lvL8t5aKHuD7ud8eckYT0tUMkHrsshItrAmMgCden7+kiCcOwsqkN23bx+/+tWvKCoqorOzk1deeYUrr7xy5nFJkrjnnnv4y1/+wtDQEBkZGTz66KPExMTMPGdgYICvfe1rvPHGG8jlcrZv387DDz+Ml9epP3+UlZVx++23U1BQQFBQEF/72tf4zne+cyFv9WMZqG+YmerlYzbP8WoEQRAuDgqlirAlyYQtSSb7xpsZ6OrkzWf+jt41SWtl2fuyterQIPpMrgXdCeG/p4z1tY3RUuWure1qGGFo0sjQ5OUctV+OUu4kRFWOxVaIdWAHq5VdSA/9EcLWQMyJMgTjktlraz08ZqaMSZKEs7mZ0X376NmZy3RJEcbxIS5tOgxNh5na/TiVARHcF5yAc+UaEtcuJyfeQGSgpzgEvQgtqEDWZrOxbNkybrnlFq6++ur3Pf7LX/6SRx55hKeeeoqIiAh+9KMfsWXLFqqqqtBq3RNLbrzxRjo7O9mxYwdOp5Obb76ZW2+9lWeffRaAkZERNm/ezKZNm3jssccoLy/nlltuwdfXl1tvvfWC3u9HNdLcjiS5hyEEBIupXoIgCHPBOyAQn+h4Lr30UuQy3petnWjt+UidEBZCtjbI4k2QxZvUreFM2J20Hhs8ka3txzYMzRMraJ5Ywf5R0Cu7CVcXYBkvJqTp5yh33gvewRC90R3URuaAzvfM15PJUIeHExAeTsAXvoDL4cB+5AiDe/YymLsPVWcby/rqWdZXD+Vv0vecD68b42iKSsY/O5OM5HDWRgfgoV5QIZBwBgvqs7ht2za2bdv2gY9JksRvf/tb7rrrLq644goA/v73v2M0Gnn11Ve5/vrrOXbsGO+88w4FBQWsXOn+88fvfvc7Lr30Uh588EHMZjPPPPMMk5OT/O1vf0OtVrNkyRJKS0t56KGH5n0ga+/sRXK5M7JBBhHICoIgzLX/ztaO9PXSdLSIxpIiWipKPyBbG0ivyUWBroHWBZqt1XioiE41EJ1qQJIk+tttM50QOuuHGZkyUjb1Kcrsn0IhnyJEVeHO1g7uwrfkHyBTQFiaO7CNuQRMybNna7VavLKz8crOJuwemGxpOTFlLJepokICHcNsbT4CzUeY2vM3jvmH85PgBCZWrCYhI5WceAPRBi+RrV2gFlQgO5vGxka6urrYtGnTzPt8fHxIS0sjLy+P66+/nry8PHx9fWeCWIBNmzYhl8vJz8/nqquuIi8vj+zsbNRq9cxztmzZwgMPPMDg4CB+fn7vu/bExAQTExMzb4+MjADgdDpxOp3n43ZnnPz4TqcTe98gnCgtMASEnfdrLwTv3R/hdGJvZif258zE3sxutv3R+fiSkL2RhOyNTE856TxeQ3NZMU2lRfS3tTDR2ou+FTbig8orGKfFna0t1DWcnq1V+7AmeA0Z5gzWBq/FX3vmetO55mPUkGQ0k7TBjG10nHde3E+Axkp79RC2IWiZSKFlIoUDo6BX97lrax3FhDQ/gGr3T5A8DUhRG3BFbUSKyAHd+38Ov5csOBjv667D+7rrcE1M4CgqYjh3H0N796PqaCWpv4Gk/gaoeIv+F/T82xBHfUQSPplrSU8OJz3KHy/N3IRH4mvL7aPc/6IJZLu6ugAwGo2nvd9oNM481tXVhcFgOO1xpVKJv7//ac+JiIh438c4+dgHBbL3338/99133/ve/+677+LhcWH63e3YsYOx/n7APRGh4HApckX5Bbn2QrBjx465XsK8JfZmdmJ/zkzszezOen/0gfhlb8HLNoa9sw17Ryv2rnacY3aoshMDxBDGlJ8HPUFTVAZ00eEzzH+a/8N/mv8DuPvWxihjiFXFEqIIQSGbn9laAJ0J7NTjuwa8xuQ4ehU4epVMDCoYmQykfPIyyu2XIZdNYVZXEm4rxDK8D9+jz4NMxoBnND36JHr0yQzpwkF2FqNtU5IhJRnlwACeNcdRVtWgb6gjwDHC5pYCaClget+TVPtZ+KUpns6IWPSRwST4yQj2mDUhfF5c7F9bdrv9rJ+7aALZufT973+fO++8c+btkZERwsLC2Lx5M3q9/rxe2+l0smPHDi655BJefnmv+50yNZ/69KfP63UXivfuj0qlmuvlzCtib2Yn9ufMxN7M7lzsz/TUFJ211TSXldBcVkJfcyPKQTvmQTDjj1JnZsqip95vkEKPRtq17bRPt5M7kYu3yps1wWtID04nIziDII+gc3yHH99sezPpmKLj+DCtVQO0Vg0yNghtE8tom1gGo19Cr+rHojqCxVFM9OhbJHS+jOQRiBS53p2tjVwPHmdfRyxNTjJeVMzI3n0M7t2Hqq2FJQNNLBlogqp3GNB4U2SIY3f4UrwzM1izLJyMKH+8tefvNS++ttxO/mX7bCyaQNZkMgHQ3d1NcHDwzPu7u7tJSUmZeU5PT89p/93U1BQDAwMz/73JZKK7u/u055x8++Rz/ptGo0Gj0bzv/SqV6oK9EFUqFZMnM/FyxUX9BfBBLuTnYqERezM7sT9nJvZmdp9kf1QqFRHJy4lIXg7A2OAATUfdJQjNZSU4bGNQ4yAKiCIUtcmfgWAZxR5NNHkPsKNlBzta3Fm9WL9YMkIyyDRnstywHJVi7j9nH7Q3KpWKmFQdMakmJElisNM+M4yho26IEWcAFc5tVNi3IZdNY9Ycw2orwDKSh1/5i+4a15DUU+NzzcthtjpilQp1dhY+2VmE/eiHONvbGdt/gJ5de3AeOYL/xCiXtBZySWsh0/ufosbfwq+NCdiWrSImayXr4o0sMevPS23txf619VHufdEEshEREZhMJnbt2jUTuI6MjJCfn89tt90GQHp6OkNDQxQVFZGamgrA7t27cblcpKWlzTznhz/8IU6nc2Yjd+zYQVxc3AeWFcwnU9KJLyblWfyZRRAEQVgwvPz8WZqziaU5m3C5pumqO05jaTFNR4voqq9lsmsAry7Ixpv1mgAkiy+NASMU6Oo5znGODx7niYon8FB6kBacRmZIJhkhGYR4zc+DwTKZDH+zJ/5mT5ZfYmHSMUX78SFaKvppruxntN9Bm2MpbY6lHBy9GW/VIBalO1sb2vpb1Ht/ATr/E50QNkHURvCaPTOtCgnB7/rr8Lv+OqTJSezFxQzv3Uf/7lyUzY0kDjSTONAMx95h6GVPcg1x/Dk8yZ2tXR5FdkwQPh4Xb/A5VxZUIDs2NkZdXd3M242NjZSWluLv74/FYuHrX/86P/3pT4mJiZlpv2U2m2d6zSYkJLB161a+8pWv8Nhjj+F0Ornjjju4/vrrMZ/ou3rDDTdw33338aUvfYnvfve7VFRU8PDDD/Ob3/xmLm75I5nCHcjKzuOfPQRBEIS5JZcrMMcmYI5NIOPaG7GPDNNcVkJTaRGNR4sZHxmG2h6stWAlBHWQLyMhSko8W6jz6mVP6x72tO4BIMInggxzBpkhmaQaU9EqtXN8dx9MrVUSkRxIRHIgkiQx1G2npdI9Prfj+BCjTj8qnVuoHN+CXDZNsKb6RLY2H/+yF901rublp8bnhq6cNVsrU6vxXLMGzzVrMH/3Ozg7Oxnbv5/e3XuZPHwYX4eNjW3FbGwrxnXg7xz3C+VXxnhGl60mOnMl6xJMLDX7IJeLTgjn24IKZAsLC1m/fv3M2yfrUm+66SaefPJJvvOd72Cz2bj11lsZGhoiMzOTd955Z6aHLMAzzzzDHXfcwcaNG2cGIjzyyCMzj/v4+PDuu+9y++23k5qaSmBgIHffffe8b70FMC1z1xaofMWIPkEQhIuFh96HhMwcEjJzkFwuepoa3ONzjxbRcbyayd4htL2QjgcZqmjkFj+aA8co0DXQKDXSONzIP479A41Cw0rTSrJCssgwZ2DVW+dlSyqZTIafyRM/kyfLNobhnJim/fjgTLZ2pM9Bu2MJ7Y4lHOKLeKmGsCiPYHUUE9r2e9T7fgVaX4ha7w5qozeBt3HWa6qCg/G79lr8rr0WyenEXlLiztbuykXZVE/8YCvxg61QvYPhVzw4YIjjr5YleGZkkpYaTVZMEP6e6lmvIXw8CyqQzTkx0eNMZDIZP/7xj/nxj398xuf4+/vPDD84k+TkZPbv3/+x1zkXbEOjTOFuAaa3fHAtryAIgrC4yeRyjJHRGCOjWXP1dTjGxmipKJ0pQxgb6MdV30NIPYRgQu3vw1iomjKvdqq9ujjYfpCD7QcBCPEKcZcgmDNIC07DQ3VhuvB8VCqNgvCkQMKTAgEY6j5VW9t+fIgxpy9Vzs1UjW9GLnNhUh/HqjqCZbSEgIpX3NlaU/Kp2trQ1aA4c3gkU6nwXL0az9WrMX/7Wzi7u7EdOEDvrlwch/PwsdtY31bC+rYSXIeeoc43hN8Y4xlOWklE1mpyEkwkh/qiENnac2JBBbLCmXVVVSNJYwCEJibM8WoEQRCE+UDr5UXsmkxi12QiSRJ9rc3uEoTSItqrq5gcGEY9ACtRs1oZgSIsgLagcQp09bRL7fyz5p/8s+afKOVKUg2pZIRkkBGSQYxvzLzM1gL4Gj3wNXqwbEMYU5PTtNeeqq0d7hmnYyKejol48sa+gIdy1N0JYbyYsI4/oz3wEGh8ICrnRBnCJtDPPvJdZTTiu307vtu3IzmdjB89ynDuPvr27EVZf5zYoTZih9qgZiejr+nIN8TxZFgiurUZrF4ZS3ZsEIFe7z8wLpwdEcguEv3HapFcowBYo5LmeDWCIAjCfCOTyQiyhBNkCWfV5duZHLfTUlk+E9iO9HbjauzB2AifwoDa1xt7qI5KfScVnu3kd+WT35XPQ0UPYfAwzGRr15jXoFef31aTH5dSrcC6JADrkgCygOFeO80VA7RW9dNWM4h90pvqqY1Uj29EhgujpgGLqgDLaAlBlW8gl7nAuPTU+FzLGpil64NMpcJj5Uo8Vq4k+Ft34uzpwXbgIH27cxk/dAhv+xjr2ktZ114Kh5+lXm/m98Z4BpeuwJqVRkackekz/+FZ+AAikF0kepubgGlAhsUcPcerEQRBEOY7tc6D6JVpRK9MO9Huqn0mqG2tKmdyaBTl0CjLUJAiD0cZGkCXcZICXQNdUg8v177My7Uvo5ApWBa0bCZbm+CfgPxshhTMAZ8gD5LXe5C8PpRpp4uOene2tqVqgIEOG10T0XRNRHOEz6JV2AlTFWIdLyas40k8Dj4Mam+IXHeqG4KvZdbrqQwGfK++Ct+rr0KammK8rIyRffvp270XeW01USMdRI10QO1u7G9oKA2KocwUS36bmtQ1S8mJDcKgn58H8OYLEcguEiO9QwDIZBrUKvEnCkEQBOHsudtdheJvDmXFpVfgnHDQdqxyJrAd7GzH2dJLQAtsJQCVt4WJME9qfHsp9WihuKeY4p5iflfyO/y1/qw1ryUzJJN0c/q8HZ+rUMkJi/cnLN6fDGB0wEFr1QAtlf20HhvA4fCgdjqbWkc2AEHqZne2dqwY47G3UcimITD2RAnCRrBmgEp3xuvJlEo8VqzAY8UKTF//P6YGBrAdPETfnlzsBw7iMTLE2s4K1nZWQMnLtDxp4HFjHD3xKzBnp5O1NJRUqx9q0WLzNCKQXSQmHFMAyOTiUyoIgiB8MiqNloiUVCJSUlkPDHV3uQcyHC2ipfwozlEb8iobCUCCzII6JIAe4zSFHg20SwO82fAmbza8iQwZSwKWuAcyhGQS5xM317d2Rt7+WhIzzSRmmpmedtHdOEJLZT8tlQP0tozSO2mld9JKke0a1IoJQlUlWOzFWLr/iffhP4JSC+GZp1p8BUTNOttW6e+Pz6c/hc+nP4XkcuGoOsbQnj00vv4WPu0tWMZ6sIz1QP1+Jt7+A2WBUbxsTkCWtpbkNUmsizMQ5j8/D+BdSCLqWSScJ4pqZGrRQ1YQBEE4t3yNJlI2X0rK5kuZcjrpqKlyt/gqLaKvtZnJtj5822ATfig93ONza/0GKPJooKK/gor+Cv5U9if0aj0WyYKz3km2JRuDh2Gub+0DKRRyzNG+mKN9WXNFFPaRSVqr+mmuHKC1agCHDRqm19DgWAOAn7rT3eLLVkxw7Y9Qyr4HvtZTB8YiskDjfcbryeRydEuXoIyL5YgljBWZmUwWFjGwZy8j+/ajGehlVU8Nq3pqoPRVOp/253ljHG0xyzBkZZCRbGFNZABa1SyTzBYpEcguElO4e8gq9Wf+s4YgCIIgfFJKlQrL0mVYli5j3eduYbS/j6ajxTSWFtJcVsqk3Q7V48QAMYShDg5gIBiKPJpo8hqgQl5BRX4F5EOcX9xMtjYlKGVejM/9IB56NXFrgolbE4zLJdHbMjqTre1uHGZwMpjBySs4ar8CpdxJiKoMi60IS99b+Bb+FeQq90Gxk4Gtccms2VqFXo9+y2b0WzYjSRKTdXWM7ttPz65cpLISgu0DfKoxDxrzcO74C5UB4dwbnIAzNY3EjBWsizMQFeQ5bztLnEsikF0Epp3TTDEOgF/k7G1CBEEQBOFc8g4IJGnDZpI2bGZ6aorOuhqaSt2BbU9jPZOd/Xh1wjq82aANZMRfQa9lmgJdAzXUUDNYw98q/oanypM0U9pMYGv2mp8/z+RyGcZwPcZwPasui8Bhc9JWPTjTu9Y+DM0TqTRPpMIo6FW9WFUFWOwlhDT8HNXOe8DLdKq2NjIHPM5cRyyTydDExKCJiSHwS7fgstuxHTnCYO4+hnL3ourqIKWvnpS+eih/k/7n9bxliKMhIgm/7EzSUyJYGxWA9yKd+ikC2UVgvL4ByTUMwIpN2+Z4NYIgCMLFSqFUEhq/hND4JWRe/3lsQ4M0l5W4yxDKSnCMjuDZAZ4dEE4IaqMfw2aFe3yuZy+7W3ezu3U3cGp8blZIFqmmVDSK+XmQWeupIjrVQHSqAUmS6G+3ubO1Vf101g0z4gyi3Hkp5fZLkcumMauPYbEVYBnci3/JP5DJ5RCyEqI3IQvPAck16/XkHh545+TgnZODBZhsbmZsvztbO1VUSIBjhM0tBdBSwPTeJ6jxt/CAMR57yiqis1ayLt5EYrB+0WRrRSC7CIw3N+NuvaUiLmHlXC9HEARBEADw9PUjMXsDidkbcLmmaT9ezc5//RP1+Bhd9bVMdg+i64a1eJCliQGLHy0BYxzR1dHIqfG5WoWWlaaVZIZkkhmSicXbMi8DMZlMRmCoF4GhXqzYYmXSMUV7zSAtlQM0V/Yz2u+gbWIpbRNLOcTNJ8bnFmAZLya05bdo5D9nq8ILhfN1iN0CURvAa/Y6YrXVir/Viv/nPodrYoLxoiKGcvfRn7sPVUsjiQPNJA40w7H/MPySB3sNcfzZuhTvzAzSVsSQGR2I3wIenysC2UXAOeIeTauQeyFXXHyF3oIgCML8J5crMEXF4p+UyqWXXsqUY5zm8tKZFl/24SGo7SakFq4iGHWgL6Ohaso8W6n26uZA+wEOtB8AINQrdKYEYbVp9bwdn6vWKolYFkTEsiAkSWK4Z5zmCne29tT43EuoGr8EmcyFSV2LRVWAtbSEwIpXkMkkCF52qrY2dNWsAxnkGg2ea9fiuXYtIT/4Hs7OTsZOjM+dyD+Mz7h9ZnwuB5+m1ieEh43xDCelEp6dRnZC8IIbnysC2UXgZMcChVZ8OgVBEISFQeetJ35tNvFrs5FcLnpbmmgsKaTpaDHtNVVM9g2h6YNVaEhTRqKwBNAaZOeIro42qW1mfK5KrmKFcQWZ5kwyQjKI9o2et9namfG5G93jcztqh2ipHKClqp/BLjudE3F0TsSRP/Y5dMqxE9naEsLa/4Ju/69Boz8xkGETRG0E37BZr6kKDsbvM5/B7zOfcY/PLStjeO8++nbvRVlXQ8xwOzHD7XB8F7bXtBQGxfB0WCKatRmkrkogOzYQg/f8HsggIp8FrmLvHpyuPgDMq5bM8WoEQRAE4aOTyeUYwiMxhEeSdtW1TNhttFQcPdHiq5jR/l5cDd2YGuByjO7xuWE6Krw7qfRsJ78zn/zOfH5d9GuMHkb3+NyQDNKC0+b1+FzLkgAsSwKAGEb6xmks76Uw9xjTQ1rGJ7yomVpPjWM9IGFQN2JRFWIZLcZY9ZZ7fG5Q/KlDY5a1oDpz0ClTqfBITcUjNZXgO7/BVF8ftkOH6N2Vy/jBg3iOjZDZWU5mZzkc+SfN3kb+bIijL2EFIevSyVoSQqrVD5Vifg1kEIHsArbn+acpfuUlYAq5zItPf+mOuV6SIAiCIHxiGg9PYlavJWb1WiRJYqC91Z2tLSuh7T3jc1NQsFwejv7KNIoC2ijoKqDb3s1LtS/xUu1LKGQK7km/h6tirprrW/pQ+kAdiZnBNI2UsGVzDv2tdloq3b1r+9vG6JmMpGcykkLbtWgUDm4IuA2P3mrorYa834NSB198E0LP7qyMMjAQn8svx+fyy5Gmp3FUVTGydx+9u/ciP1aJdbQb62g31O/D8fYf+G7mbXSYInn9jgwig7zO826cPRHILmBrL7+GkldfB1QYEqJRa+Z3+l8QBEEQPiqZTEZAqIWAUAsrP301ToeD1mPlNJW6J40NdnZwZfqNfNkSjmPKQXF3Mfvb93Ow4yCNw43E+MXM9S18ZAqlnJBYP0Ji/Ui/CmxDE7RUuUsQWqsG0Hj64fH9UmjIhbqdULcL7P1gSPhY15MpFOiSktAlJWG843amh4ex5eXRv3svo/v3oxoZZswUhlIhwxrgeU7v9ZMSgewCpvHQsezKyxmQq7nyqqvnejmCIAiCcN6ptFoil68icvkqwD0+18dgBECr1LI2ZC1rQ9YC0D7WTrBn8Jyt9Vzx9NWQsDaYhLXugQxjgw7Q6WDJVe5/kgRDzaA+N0GmwscH/dat6LduRZIknO3tHDCH0D40Pu8Ogs2vQgfhI8vefr3IxAqCIAgXLV+j6YyHu0K8QpDLFleoI5fL0Af81xRPmQz8ws/L9WQyGerQUORyGWH+8687xOL67AqCIAiCIAgXDRHICoIgCIIgCAuSCGQFQRAEQRCEBUkEsoIgCIIgCMKCJAJZQRAEQRAEYUESgawgCIIgCIKwIIlAVhAEQRAEQViQRCArCIIgCIIgLEhistd5IEkSACMjI+f9Wk6nE7vdzsjICCqV6rxfb6ER+3NmYm9mJ/bnzMTezE7sz5mJvZmd2B+3k/HTyXhqNiKQPQ9GR0cBCAsLm+OVCIIgCIIgLEyjo6P4+PjM+hyZdDbhrvCRuFwuOjo68Pb2PuPYvHNlZGSEsLAwWltb0ev15/VaC5HYnzMTezM7sT9nJvZmdmJ/zkzszezE/rhJksTo6Chmsxm5fPYqWJGRPQ/kcjmhoaEX9Jp6vf6iftF/GLE/Zyb2ZnZif85M7M3sxP6cmdib2Yn94UMzsSeJw16CIAiCIAjCgiQCWUEQBEEQBGFBEoHsAqfRaLjnnnvQaDRzvZR5SezPmYm9mZ3YnzMTezM7sT9nJvZmdmJ/Pjpx2EsQBEEQBEFYkERGVhAEQRAEQViQRCArCIIgCIIgLEgikBUEQRAEQRAWJBHICoIgCIIgCAuSCGQXuD/84Q+Eh4ej1WpJS0vjyJEjc72kC+7ee+9FJpOd9i8+Pn7mcYfDwe23305AQABeXl5s376d7u7uOVzx+bVv3z4+/elPYzabkclkvPrqq6c9LkkSd999N8HBweh0OjZt2kRtbe1pzxkYGODGG29Er9fj6+vLl770JcbGxi7gXZwfH7Y3X/ziF9/3Wtq6detpz1mse3P//fezatUqvL29MRgMXHnlldTU1Jz2nLP5WmppaeGyyy7Dw8MDg8HAt7/9baampi7krZwXZ7M/OTk573v9fPWrXz3tOYtxfx599FGSk5Nnmvinp6fz9ttvzzx+Mb9u4MP352J93ZwrIpBdwP75z39y5513cs8991BcXMyyZcvYsmULPT09c720C27JkiV0dnbO/Dtw4MDMY9/4xjd44403ePHFF9m7dy8dHR1cffXVc7ja88tms7Fs2TL+8Ic/fODjv/zlL3nkkUd47LHHyM/Px9PTky1btuBwOGaec+ONN1JZWcmOHTt488032bdvH7feeuuFuoXz5sP2BmDr1q2nvZaee+650x5frHuzd+9ebr/9dg4fPsyOHTtwOp1s3rwZm80285wP+1qanp7msssuY3JykkOHDvHUU0/x5JNPcvfdd8/FLZ1TZ7M/AF/5yldOe/388pe/nHlsse5PaGgov/jFLygqKqKwsJANGzZwxRVXUFlZCVzcrxv48P2Bi/N1c85IwoK1evVq6fbbb595e3p6WjKbzdL9998/h6u68O655x5p2bJlH/jY0NCQpFKppBdffHHmfceOHZMAKS8v7wKtcO4A0iuvvDLztsvlkkwmk/SrX/1q5n1DQ0OSRqORnnvuOUmSJKmqqkoCpIKCgpnnvP3225JMJpPa29sv2NrPt//eG0mSpJtuukm64oorzvjfXCx7I0mS1NPTIwHS3r17JUk6u6+lf//735JcLpe6urpmnvPoo49Ker1empiYuLA3cJ799/5IkiStW7dO+r//+78z/jcX0/74+flJjz/+uHjdnMHJ/ZEk8br5pERGdoGanJykqKiITZs2zbxPLpezadMm8vLy5nBlc6O2thaz2UxkZCQ33ngjLS0tABQVFeF0Ok/bp/j4eCwWy0W5T42NjXR1dZ22Hz4+PqSlpc3sR15eHr6+vqxcuXLmOZs2bUIul5Ofn3/B13yh5ebmYjAYiIuL47bbbqO/v3/msYtpb4aHhwHw9/cHzu5rKS8vj6SkJIxG48xztmzZwsjIyGnZp8Xgv/fnpGeeeYbAwECWLl3K97//fex2+8xjF8P+TE9P8/zzz2Oz2UhPTxevm//y3/tz0sX+uvkklHO9AOHj6evrY3p6+rQXNoDRaKS6unqOVjU30tLSePLJJ4mLi6Ozs5P77ruPrKwsKioq6OrqQq1W4+vre9p/YzQa6erqmpsFz6GT9/xBr5uTj3V1dWEwGE57XKlU4u/vv+j3bOvWrVx99dVERERQX1/PD37wA7Zt20ZeXh4KheKi2RuXy8XXv/51MjIyWLp0KcBZfS11dXV94Gvr5GOLxQftD8ANN9yA1WrFbDZTVlbGd7/7XWpqanj55ZeBxb0/5eXlpKen43A48PLy4pVXXiExMZHS0lLxuuHM+wMX9+vmXBCBrLDgbdu2beb/Jycnk5aWhtVq5YUXXkCn083hyoSF5vrrr5/5/0lJSSQnJxMVFUVubi4bN26cw5VdWLfffjsVFRWn1ZoLp5xpf95bK52UlERwcDAbN26kvr6eqKioC73MCyouLo7S0lKGh4f517/+xU033cTevXvnelnzxpn2JzEx8aJ+3ZwLorRggQoMDEShULzv5Gd3dzcmk2mOVjU/+Pr6EhsbS11dHSaTicnJSYaGhk57zsW6TyfvebbXjclket+BwampKQYGBi66PYuMjCQwMJC6ujrg4tibO+64gzfffJM9e/YQGho68/6z+VoymUwf+No6+dhicKb9+SBpaWkAp71+Fuv+qNVqoqOjSU1N5f7772fZsmU8/PDD4nVzwpn254NcTK+bc0EEsguUWq0mNTWVXbt2zbzP5XKxa9eu0+puLkZjY2PU19cTHBxMamoqKpXqtH2qqamhpaXlotyniIgITCbTafsxMjJCfn7+zH6kp6czNDREUVHRzHN2796Ny+Wa+QZ7sWhra6O/v5/g4GBgce+NJEnccccdvPLKK+zevZuIiIjTHj+br6X09HTKy8tPC/Z37NiBXq+f+TPqQvVh+/NBSktLAU57/SzW/flvLpeLiYmJi/51cyYn9+eDXMyvm49lrk+bCR/f888/L2k0GunJJ5+UqqqqpFtvvVXy9fU97WTjxeCb3/ymlJubKzU2NkoHDx6UNm3aJAUGBko9PT2SJEnSV7/6VclisUi7d++WCgsLpfT0dCk9PX2OV33+jI6OSiUlJVJJSYkESA899JBUUlIiNTc3S5IkSb/4xS8kX19f6bXXXpPKysqkK664QoqIiJDGx8dnPsbWrVul5cuXS/n5+dKBAwekmJgY6bOf/exc3dI5M9vejI6OSt/61rekvLw8qbGxUdq5c6e0YsUKKSYmRnI4HDMfY7HuzW233Sb5+PhIubm5Umdn58w/u90+85wP+1qampqSli5dKm3evFkqLS2V3nnnHSkoKEj6/ve/Pxe3dE592P7U1dVJP/7xj6XCwkKpsbFReu2116TIyEgpOzt75mMs1v353ve+J+3du1dqbGyUysrKpO9973uSTCaT3n33XUmSLu7XjSTNvj8X8+vmXBGB7AL3u9/9TrJYLJJarZZWr14tHT58eK6XdMFdd911UnBwsKRWq6WQkBDpuuuuk+rq6mYeHx8fl/7f//t/kp+fn+Th4SFdddVVUmdn5xyu+Pzas2ePBLzv30033SRJkrsF149+9CPJaDRKGo1G2rhxo1RTU3Pax+jv75c++9nPSl5eXpJer5duvvlmaXR0dA7u5tyabW/sdru0efNmKSgoSFKpVJLVapW+8pWvvO8Xw8W6Nx+0L4D0xBNPzDznbL6WmpqapG3btkk6nU4KDAyUvvnNb0pOp/MC382592H709LSImVnZ0v+/v6SRqORoqOjpW9/+9vS8PDwaR9nMe7PLbfcIlmtVkmtVktBQUHSxo0bZ4JYSbq4XzeSNPv+XMyvm3NFJkmSdOHyv4IgCIIgCIJwbogaWUEQBEEQBGFBEoGsIAiCIAiCsCCJQFYQBEEQBEFYkEQgKwiCIAiCICxIIpAVBEEQBEEQFiQRyAqCIAiCIAgLkghkBUEQBEEQhAVJBLKCIAiCIAjCgiQCWUEQhAXii1/8IldeeeWcXf/zn/88P//5z8/quddffz2//vWvz/OKBEG42InJXoIgCPOATCab9fF77rmHb3zjG0iShK+v74VZ1HscPXqUDRs20NzcjJeX14c+v6KiguzsbBobG/Hx8bkAKxQE4WIkAllBEIT/3979hFLWx3Ecfxs05GrI5SJFkxuS4QrFQtLMLeXuUBa3KBYS2arpLmZhYck0lFKUUMJC+bMYi2GDpBsKKazQjEyNv3U1iyen5zzDY+pxn+Z0P686dc73nF+/3+9u7qdfv9P5AxwfHxvn4+Pj+Hw+dnZ2jJrNZvutABksTU1NRERE0N/f/9ttiouLaWhooLW1NYgjE5FQpq0FIiJ/gOTkZON49eoVYWFhpprNZvtla0FFRQVtbW10dHQQHx+Pw+FgYGCAi4sLGhsbiY2NJTMzk9nZWVNfm5ubVFVVYbPZcDgceL1evn79+ujYAoEAExMTeDweU/3Tp084nU6ioqJwOBzU1NSY7ns8HsbGxv77jyMi8ggFWRERCxsaGsJut7OyskJbWxstLS3U1tZSVlbG+vo6brcbr9fL5eUlAOfn51RWVuJyuVhbW2Nubo6TkxPq6uoe7cPv9/P9+3eKioqM2traGu3t7Xz48IGdnR3m5uYoLy83tSspKWFlZYWbm5vgTF5EQp6CrIiIheXn5/P+/XucTiednZ1ERUVht9tpbm7G6XTi8/n49u0bfr8fgI8fP+Jyuejq6iI7OxuXy8Xg4CCLi4vs7u4+2Mfh4SHh4eEkJSUZtaOjI2JiYqiuriY9PR2Xy0V7e7upXWpqKre3t6ZtEyIiz0lBVkTEwt68eWOch4eHk5CQQF5enlFzOBwAnJ6eAn+9tLW4uGjsubXZbGRnZwOwv7//YB9XV1e8fPnS9ELau3fvSE9P5/Xr13i9XkZGRoxV33vR0dEAv9RFRJ6LgqyIiIVFRkaarsPCwky1+/B5d3cHwI8fP/B4PGxsbJiOvb29X7YG3LPb7VxeXnJ7e2vUYmNjWV9fZ3R0lJSUFHw+H/n5+ZyfnxvPnJ2dAZCYmPgscxUR+ScFWRGREFJYWMjW1hYZGRlkZmaajpiYmAfbFBQUALC9vW2qR0RE8PbtW7q7u/H7/RwcHPD582fj/ubmJmlpadjt9qDNR0RCm4KsiEgIaW1t5ezsjPr6elZXV9nf32d+fp7GxkYCgcCDbRITEyksLGRpacmozczM0NPTw8bGBoeHhwwPD3N3d0dWVpbxzJcvX3C73UGfk4iELgVZEZEQkpqayvLyMoFAALfbTV5eHh0dHcTFxfHixeN/CU1NTYyMjBjXcXFxTE5OUllZSU5ODv39/YyOjpKbmwvA9fU109PTNDc3B31OIhK69EEEERF50tXVFVlZWYyPj1NaWvrk8319fUxNTbGwsPA/jE5EQpVWZEVE5EnR0dEMDw//64cT/i4yMpLe3t4gj0pEQp1WZEVERETEkrQiKyIiIiKWpCArIiIiIpakICsiIiIilqQgKyIiIiKWpCArIiIiIpakICsiIiIilqQgKyIiIiKWpCArIiIiIpakICsiIiIilvQT14r4Ogh2UWYAAAAASUVORK5CYII=", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.positions()\n" ] }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.trajectories_2d(plane= 'xy', legend=True)" ] }, { "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.velocities()\n" ] }, { "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAArIAAAXGCAYAAAB8bUzZAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdeXxMV/8H8M+dJZN9lVVIQuyEWErw2Im1thZBxVKq5WlrbXWxVEtpaftrlW6WarWPVmmrLYJSu9ZSilKECFkQSWSbTGbO748xl2l2MjOZ+Lxfr7zM3HvuPd975pr5zplzz5WEEAJERERERHZGYesAiIiIiIjuBxNZIiIiIrJLTGSJiIiIyC4xkSUiIiIiu8REloiIiIjsEhNZIiIiIrJLTGSJiIiIyC6pbB0A0f3S6/XQ6XS2DoOIyO6p1WoolUpbh0FUbkxkye4IIZCcnIz09HRbh0JEVGV4enoiICAAkiTZOhSiMmMiS3bHlMT6+fnB2dmZb7pERA9ACIGcnBykpqYCAAIDA20cEVHZMZElu6LX6+Uk1sfHx9bhEBFVCU5OTgCA1NRU+Pn5cZgB2Q1e7EV2xTQm1tnZ2caREBFVLab3VV57QPaEiSzZJQ4nICKqWHxfJXvERJaIiIiI7BITWSIiIiKyS0xkiezU6tWr4enpaeswbGL06NEYMGCArcOg+8Rzd4CtwyCqMpjIElmJLT7Azp07h/79+6NatWpwd3dH+/bt8euvv5qVkSSp0N/XX39d4n4lScKmTZsKLa9MH9Lr169Hs2bN4OzsjJCQELz11luFyuzatQvNmzeHRqNBeHg4Vq9ebf1A7QDPXevJy8vD6NGj0aRJE6hUqiJj2rt3L9q1awcfHx84OTmhfv36eOedd8zKzJ07t1Db1K9f30pHQWQ9nH6LqArr27cv6tSpg507d8LJyQnvvvsu+vbtiwsXLiAgIEAut2rVKvTs2VN+bu+9Zb/88gtGjBiB999/Hz169MCZM2cwfvx4ODk5YfLkyQCA+Ph49OnTBxMnTsSXX36JHTt24Mknn0RgYCCio6NtfAT0sJ67er0eTk5OePbZZ7Fhw4Yiy7i4uGDy5MmIiIiAi4sL9u7di6eeegouLi6YMGGCXK5Ro0bYvn27/Fyl4kc+VT3skSW7J4RATn6BTf6EEPcdd6dOnfDss89i5syZ8Pb2RkBAAObOnWtWJj09HU899RT8/f3h6OiIxo0bY/PmzWXa/40bN/DPP//gxRdfREREBOrUqYM333wTOTk5+Ouvv8zKmu7oY/pzdHS87+O6l8FgwMKFCxEWFgYnJyc0bdoU3377rbxer9dj3Lhx8vp69erhvffeM9uHXq/H1KlT4enpCR8fH8ycObPUdl+7di0GDBiAiRMnolatWujTpw9mzZqFRYsWyduuWLECYWFhWLJkCRo0aIDJkyfjscceK9SzZWlCCBhycqz+x3O3ZLY6d11cXLB8+XKMHz/eLGG/V2RkJGJiYtCoUSOEhoZi5MiRiI6Oxp49e8zKqVQqs7apVq3afbYGUeXFr2dk93J1ejScvdUmdZ9+LRrODvf/32jNmjWYOnUqDh06hAMHDmD06NFo164dunfvDoPBgF69euH27dv44osvULt2bZw+fbrME5X7+PigXr16+Pzzz+Wfzz/66CP4+fmhRYsWZmUnTZqEJ598ErVq1cLEiRMxZsyYCpmKZ+HChfjiiy+wYsUK1KlTB7/99htGjhwJX19fdOzYEQaDAcHBwfjmm2/g4+OD/fv3Y8KECQgMDMSQIUMAAEuWLMHq1auxcuVKNGjQAEuWLMHGjRvRpUuXYuvVarWF5hp2cnJCYmIiLl++jNDQUBw4cADdunUzKxMdHY3nn3/+gY+7PERuLs42b1F6wQpW7+gRSA8wHzPPXcucu/fj2LFj2L9/P15//XWz5f/88w+CgoLg6OiIqKgoLFy4EDVr1qzQuolsjYkskQ1FRERgzpw5AIA6derggw8+wI4dO9C9e3ds374dhw8fxpkzZ1C3bl0AQK1atcq8b0mSsH37dgwYMABubm5QKBTw8/PDli1b4OXlJZd77bXX0KVLFzg7O2Pbtm145plnkJWVhWeffbbE/cfExBRKTLRaLfr06SM/XrBgAbZv346oqCg5/r179+Kjjz5Cx44doVarMW/ePHn7sLAwHDhwAOvXr5eTgXfffRezZs3CoEGDABh7UrduLfmLS3R0NKZMmYLRo0ejc+fOOH/+PJYsWQIASEpKQmhoKJKTk+Hv72+2nb+/PzIzM5Gbmyvf6YiKxnPXMudueQQHB+P69esoKCjA3Llz8eSTT8rrWrdujdWrV6NevXpISkrCvHnz8J///Ad//fUX3NzcKiwGIltjIkt2z0mtxOnXbDOm0Un9YLdxjIiIMHseGBgo3+/8+PHjCA4OlhOB8hJCYNKkSfDz88OePXvg5OSETz/9FP369cPvv/8u30/91VdflbeJjIxEdnY23nrrrVKTgXfeeadQj+YLL7wAvV4PADh//jxycnLQvXt3szL5+fmIjIyUny9btgwrV65EQkICcnNzkZ+fj2bNmgEAMjIykJSUhNatW8vlVSoVWrZsWeJPtOPHj8eFCxfQt29f6HQ6uLu747nnnsPcuXOhUFSuEVWSkxPqHT1ik3ofBM9dy5y75bFnzx5kZWXh4MGDePHFFxEeHo6YmBgAQK9eveRyERERaN26NUJCQrB+/XqMGzeuQuonqgyYyJLdkyTpgX7etyW1Wm32XJIkGAwGAHjgHsGdO3di8+bNuHXrFtzd3QEAH374IeLi4rBmzRq8+OKLRW7XunVrzJ8/H1qtFhqNptj9BwQEIDw83GyZm5sb0tPTAQBZWVkAgJ9++gnVq1c3K2fa79dff43p06djyZIliIqKgpubG9566y0cOnTovo7ZRJIkLFq0CAsWLEBycjJ8fX2xY8cOAHd7BgMCApCSkmK2XUpKCtzd3a3aGytJ0gP9xG8rPHctc+6WR1hYGACgSZMmSElJwdy5c+VE9t88PT1Rt25dnD9/3mrxEVmDfX76Ez0EIiIikJiYiHPnzt1Xz1ZOTg4AFOqBVCgUcsJRlOPHj8PLy6vERKAsGjZsCI1Gg4SEBHTs2LHIMvv27UPbtm3xzDPPyMsuXLggP/bw8EBgYCAOHTqEDh06AAAKCgpw5MgRNG/evNQYlEqlnIh89dVXiIqKgq+vLwAgKioKP//8s1n5uLg4+adkun88dx/83C0vg8EArVZb7PqsrCxcuHABTzzxRIXXTWRLTGSJKqmOHTuiQ4cOGDx4MJYuXYrw8HD8/fffkCTJbLqh4kRFRcHLywuxsbGYPXs2nJyc8Mknn8jTTgHAjz/+iJSUFLRp0waOjo6Ii4vDggULMH369AeO383NDdOnT8eUKVNgMBjQvn17ZGRkYN++fXB3d0dsbCzq1KmDzz//HFu3bkVYWBjWrl2L33//Xe5pAoDnnnsOb775JurUqYP69etj6dKlcs9ZcW7cuIFvv/0WnTp1Ql5eHlatWoVvvvkGu3fvlstMnDgRH3zwAWbOnImxY8di586dWL9+PX766acHPvaHHc9do/s5dwHg9OnTyM/PR1paGm7fvo3jx48DgDxsYdmyZahZs6Y8L+xvv/2Gt99+22xIxfTp09GvXz+EhITg2rVrmDNnDpRKZbE9tkT2ioksUSW2YcMGTJ8+HTExMcjOzkZ4eDjefPPNMm1brVo1bNmyBS+//DK6dOkCnU6HRo0a4fvvv0fTpk0BGH8eXrZsGaZMmQIhBMLDw7F06VKMHz++QuKfP38+fH19sXDhQly8eBGenp5o3rw5XnrpJQDAU089hWPHjmHo0KGQJAkxMTF45pln8Msvv8j7mDZtGpKSkhAbGwuFQoGxY8di4MCByMjIKLHuNWvWYPr06RBCICoqCrt27cIjjzwirw8LC8NPP/2EKVOm4L333kNwcDA+/fRTziFbQXju3v+527t3b1y+fFl+bhqXaxpbazAYMGvWLMTHx0OlUqF27dpYtGgRnnrqKXmbxMRExMTE4ObNm/D19UX79u1x8OBB+RcJoqpCEhU16pzICvLy8hAfH4+wsLAKmy+SiIj4/kr2qXJdvktEREREVEZMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZIns1OrVq+Hp6WnrMGyiU6dOeP75520dBt0nnrvP2zoMoiqDiSyRlYwePRoDBgywWn27du2CJElF/v3+++8AgEuXLhW5/uDBg8Xu17TN8ePHC62rTB/Sy5YtQ4MGDeDk5IR69erh888/L1Tmm2++Qf369eHo6IgmTZrg559/tkGklR/PXetJSkrC8OHDUbduXSgUiiJj+u6779CyZUt4enrCxcUFzZo1w9q1a83KjB49ulDb9OzZ00pHQWQ9KlsHQESW0bZtWyQlJZkte/XVV7Fjxw60bNnSbPn27dvRqFEj+bmPj49VYrSU5cuXY9asWfjkk0/QqlUrHD58GOPHj4eXlxf69esHANi/fz9iYmKwcOFC9O3bF+vWrcOAAQNw9OhRNG7c2MZH8HB7mM9drVYLX19fvPLKK3jnnXeKLOPt7Y2XX34Z9evXh4ODAzZv3owxY8bAz88P0dHRcrmePXti1apV8nONRmPx+ImsjT2yZP+EAPKzbfMnxH2H3alTJzz77LOYOXMmvL29ERAQgLlz55qVSU9Px1NPPQV/f384OjqicePG2Lx5c5n27+DggICAAPnPx8cH33//PcaMGQNJkszK+vj4mJVVq9X3fVz30mq1mD59OqpXrw4XFxe0bt0au3btktffvHkTMTExqF69OpydndGkSRN89dVXZvvIzs7GqFGj4OrqisDAQCxZsqTUeteuXYunnnoKQ4cORa1atTBs2DBMmDABixYtksu899576NmzJ2bMmIEGDRpg/vz5aN68OT744IMKOfayEkJAp9Vb/U/w3C2Rrc7d0NBQvPfeexg1ahQ8PDyKLNOpUycMHDgQDRo0QO3atfHcc88hIiICe/fuNSun0WjM2sbLy6v8DUFUybFHluyfLgdYEGSbul+6Bji43Pfma9aswdSpU3Ho0CEcOHAAo0ePRrt27dC9e3cYDAb06tULt2/fxhdffIHatWvj9OnTUCqV91XXDz/8gJs3b2LMmDGF1j366KPIy8tD3bp1MXPmTDz66KP3fUz3mjx5Mk6fPo2vv/4aQUFB2LhxI3r27ImTJ0+iTp06yMvLQ4sWLfDCCy/A3d0dP/30E5544gnUrl0bjzzyCABgxowZ2L17N77//nv4+fnhpZdewtGjR9GsWbNi69VqtXB0dDRb5uTkhMOHD0On00GtVuPAgQOYOnWqWZno6Ghs2rSpQo69rAryDfj4ud1WrRMAJrzXEWrN/Z1LAM9dS5275SWEwM6dO3H27FmzL2qAcYiGn58fvLy80KVLF7z++ut232NN9G9MZIlsKCIiAnPmzAEA1KlTBx988AF27NiB7t27Y/v27Th8+DDOnDmDunXrAgBq1ap133V99tlniI6ORnBwsLzM1dUVS5YsQbt27aBQKLBhwwYMGDAAmzZtKjUhaNu2LRQK8x91cnNz5Q/phIQErFq1CgkJCQgKMn7RmD59OrZs2YJVq1ZhwYIFqF69OqZPny5v/9///hdbt27F+vXr8cgjjyArKwufffYZvvjiC3Tt2hWAMYG69xiKEh0djU8//RQDBgxA8+bNceTIEXz66afQ6XS4ceMGAgMDkZycDH9/f7Pt/P39kZycXHJDEgCeu5Y6d8sqIyMD1atXh1arhVKpxIcffoju3bvL63v27IlBgwYhLCwMFy5cwEsvvYRevXrhwIED9/2FgqgyYiJL9k/tbOwZtVXdDyAiIsLseWBgIFJTUwEAx48fR3BwsJwIPIjExET5Q/Ze1apVM+uVbNWqFa5du4a33nqr1GTgf//7Hxo0aGC2bMSIEfLjkydPQq/XF4pfq9XKvUJ6vR4LFizA+vXrcfXqVeTn50Or1cLZ2diuFy5cQH5+Plq3bi1v7+3tjXr16pUY26uvvork5GS0adMGQgj4+/sjNjYWixcvLpTA2JrKQYEJ73W0Sb0PgueuZc7dsnJzc8Px48eRlZWFHTt2YOrUqahVqxY6deoEABg2bJhctkmTJoiIiEDt2rWxa9cuObEmqgqYyJL9k6QH+nnflv49nk+SJBgMBgDGn8IryqpVq+Dj41Omn11bt26NuLi4UsvVqFED4eHhZsvujTkrKwtKpRJHjhwp1APk6uoKAHjrrbfw3nvv4d1330WTJk3g4uKC559/Hvn5+WU5rGI5OTlh5cqV+Oijj5CSkoLAwEB8/PHHcHNzg6+vLwAgICAAKSkpZtulpKQgICDggeouL0mSHugnflvhuWuZc7esFAqFfAzNmjXDmTNnsHDhQjmR/bdatWqhWrVqOH/+PBNZqlIqV9cEEckiIiKQmJiIc+fOPdB+hBBYtWoVRo0aVaYLYY4fP47AwMAHqhMAIiMjodfrkZqaivDwcLM/U7K4b98+9O/fHyNHjkTTpk1Rq1Yts+OtXbs21Go1Dh06JC+7detWmdtErVYjODgYSqUSX3/9Nfr27Sv3yEZFRWHHjh1m5ePi4hAVFfWgh/7Q47n74OdueRkMBmi12mLXJyYm4ubNmxXSPkSVCXtkiSqpjh07okOHDhg8eDCWLl2K8PBw/P333+WeD3Lnzp2Ij4/Hk08+WWjdmjVr4ODggMjISADG+SlXrlyJTz/99IHjr1u3LkaMGIFRo0ZhyZIliIyMxPXr17Fjxw5ERESgT58+qFOnDr799lvs378fXl5eWLp0KVJSUtCwYUMAxt6vcePGYcaMGfDx8YGfnx9efvnlUocHnDt3DocPH0br1q1x69YtLF26FH/99RfWrFkjl3nuuefQsWNHLFmyBH369MHXX3+NP/74Ax9//PEDH/vDjufu/Z+7AOR5brOysnD9+nUcP34cDg4O8r4XLlyIli1bonbt2tBqtfj555+xdu1aLF++XN5u3rx5GDx4MAICAnDhwgXMnDkT4eHhZtNzEVUFTGSJKrENGzZg+vTpiImJQXZ2NsLDw/Hmm2+Wax+fffYZ2rZti/r16xe5fv78+bh8+TJUKhXq16+P//3vf3jssccqInysWrUKr7/+OqZNm4arV6+iWrVqaNOmDfr27QsAeOWVV3Dx4kVER0fD2dkZEyZMwIABA5CRkSHv46233kJWVhb69esHNzc3TJs2zWx9UfR6PZYsWYKzZ89CrVajc+fO2L9/P0JDQ+Uybdu2xbp16/DKK6/gpZdeQp06dbBp0ybOIVtBeO7e37kLQE7OAeDIkSNYt24dQkJCcOnSJQDGab2eeeYZJCYmwsnJCfXr18cXX3yBoUOHAgCUSiVOnDiBNWvWID09HUFBQejRowfmz5/PuWSpypHEg0wmSGRleXl5iI+PR1hYWKHplYiI6P7x/ZXsEcfIEhEREZFdYiJLRERERHaJiSwRERER2SUmskRERERkl5jIEhEREZFdYiJLRERERHaJiSwRERER2SUmskRERERkl5jIEtmp1atXw9PT09Zh2MTo0aMxYMAAW4dB94nn7gBbh0FUZTCRJbISW32A/fTTT2jdujWcnJzg5eVVKIaEhAT06dMHzs7O8PPzw4wZM1BQUFDiPiVJwqZNmwotr0wf0uvXr0ezZs3g7OyMkJAQvPXWW4XK7Nq1C82bN4dGo0F4eDhWr15t/UDtAM9d68nLy8Po0aPRpEkTqFSqImPau3cv2rVrBx8fH/kWte+8845Zmblz50KSJLO/4m71S2TPVLYOgIgsZ8OGDRg/fjwWLFiALl26oKCgAH/99Ze8Xq/Xo0+fPggICMD+/fuRlJSEUaNGQa1WY8GCBTaM/MH88ssvGDFiBN5//3306NEDZ86cwfjx4+Hk5ITJkycDAOLj49GnTx9MnDgRX375JXbs2IEnn3wSgYGBiI6OtvER0MN67ur1ejg5OeHZZ5/Fhg0biizj4uKCyZMnIyIiAi4uLti7dy+eeuopuLi4YMKECXK5Ro0aYfv27fJzlYof+VT1sEeWyEY6deqEZ599FjNnzoS3tzcCAgIwd+5cszLp6el46qmn4O/vD0dHRzRu3BibN28u0/4LCgrw3HPP4a233sLEiRNRt25dNGzYEEOGDJHLbNu2DadPn8YXX3yBZs2aoVevXpg/fz6WLVuG/Pz8Bz5Gg8GAhQsXIiwsDE5OTmjatCm+/fZbeb1er8e4cePk9fXq1cN7771ntg+9Xo+pU6fC09MTPj4+mDlzJoQQJda7du1aDBgwABMnTkStWrXQp08fzJo1C4sWLZK3XbFiBcLCwrBkyRI0aNAAkydPxmOPPVaoZ4sK47lruXPXxcUFy5cvx/jx4xEQEFBkmcjISMTExKBRo0YIDQ3FyJEjER0djT179piVU6lUCAgIkP+qVat2n61BVHkxkSW7J4RAji7HJn+lfSiVZs2aNXBxccGhQ4ewePFivPbaa4iLiwNg/CDt1asX9u3bhy+++AKnT5/Gm2++CaVSWaZ9Hz16FFevXoVCoUBkZCQCAwPRq1cvs16tAwcOoEmTJvD395eXRUdHIzMzE6dOnXqgYwOAhQsX4vPPP8eKFStw6tQpTJkyBSNHjsTu3bvlYwwODsY333yD06dPY/bs2XjppZewfv16eR9LlizB6tWrsXLlSuzduxdpaWnYuHFjifVqtVo4OjqaLXNyckJiYiIuX74sH3u3bt3MykRHR+PAgQMPfNzlIYSALi/P6n88d0tmq3P3fhw7dgz79+9Hx44dzZb/888/CAoKQq1atTBixAgkJCRUeN1EtsbfGcju5RbkovW61jap+9DwQ3BWO9/39hEREZgzZw4AoE6dOvjggw+wY8cOdO/eHdu3b8fhw4dx5swZ1K1bFwBQq1atMu/74sWLAIxj5ZYuXYrQ0FAsWbIEnTp1wrlz5+Dt7Y3k5GSzRACA/Dw5ObnE/cfExBRKTLRaLfr06SM/XrBgAbZv346oqCg5/r179+Kjjz5Cx44doVarMW/ePHn7sLAwHDhwAOvXr5d73959913MmjULgwYNAmDsSd26dWuJsUVHR2PKlCkYPXo0OnfujPPnz2PJkiUAgKSkJISGhhZ77JmZmcjNzYWTk1OJdVSUAq0W/xf7mFXquteza76F+l/Jfnnw3LXMuVsewcHBuH79OgoKCjB37lw8+eST8rrWrVtj9erVqFevHpKSkjBv3jz85z//wV9//QU3N7cKi4HI1pjIEtlQRESE2fPAwECkpqYCAI4fP47g4GA5ESgvg8EAAHj55ZcxePBgAMCqVavkXqSnnnrqASIH3nnnnUI9mi+88AL0ej0A4Pz588jJyUH37t3NyuTn5yMyMlJ+vmzZMqxcuRIJCQnIzc1Ffn4+mjVrBgDIyMhAUlISWre++0VFpVKhZcuWJfYojh8/HhcuXEDfvn2h0+ng7u6O5557DnPnzoVCwR+iKgLPXcucu+WxZ88eZGVl4eDBg3jxxRcRHh6OmJgYAECvXr3kchEREWjdujVCQkKwfv16jBs3rkLqJ6oMmMiS3XNSOeHQ8EM2q/tBqNVqs+eSJMkf4g/aIxgYGAgAaNiwobxMo9GgVq1a8k+MAQEBOHz4sNl2KSkp8rqSBAQEIDw83GyZm5sb0tPTAQBZWVkAjFeeV69e3aycRqMBAHz99deYPn06lixZgqioKLi5ueGtt97CoUMP9npKkoRFixZhwYIFSE5Ohq+vL3bs2AHgbs9gQECAfKwmKSkpcHd3t1pvLACoNBo8u+bb0gtaoN4HwXPXMudueYSFhQEAmjRpgpSUFMydO1dOZP/N09MTdevWxfnz560WH5E1MJEluydJ0gP9vF9ZRUREIDExEefOnbuvnq0WLVpAo9Hg7NmzaN++PQBAp9Ph0qVLCAkJAQBERUXhjTfeQGpqKvz8/AAAcXFxcHd3N0si7kfDhg2h0WiQkJBQaOyeyb59+9C2bVs888wz8rILFy7Ijz08PBAYGIhDhw6hQ4cOAIwXAh05cgTNmzcvNQalUiknIl999RWioqLg6+sLwHjsP//8s1n5uLg4+adka5Ek6YF+4q+MeO4++LlbXgaDAVqtttj1WVlZuHDhAp544okKr5vIlpjIElVSHTt2RIcOHTB48GAsXboU4eHh+PvvvyFJEnr27Fnq9u7u7pg4cSLmzJmDGjVqmM2l+vjjjwMAevTogYYNG+KJJ57A4sWLkZycjFdeeQWTJk2Se57ul5ubG6ZPn44pU6bAYDCgffv2yMjIwL59++Du7o7Y2FjUqVMHn3/+ObZu3YqwsDCsXbsWv//+u9zTBADPPfcc3nzzTdSpUwf169fH0qVL5Z6z4ty4cQPffvstOnXqhLy8PKxatQrffPONfKEOAEycOBEffPABZs6cibFjx2Lnzp1Yv349fvrppwc6buK5a3I/5y4AnD59Gvn5+UhLS8Pt27dx/PhxAJCHLSxbtgw1a9aU54X97bff8Pbbb+PZZ5+V9zF9+nT069cPISEhuHbtGubMmQOlUllsjy2RvWIiS1SJbdiwAdOnT0dMTAyys7MRHh6ON998s8zbv/XWW1CpVHjiiSeQm5uL1q1bY+fOnfDy8gJg7LHcvHkznn76aURFRcHFxQWxsbF47bXXKiT++fPnw9fXFwsXLsTFixfh6emJ5s2b46WXXgIAPPXUUzh27BiGDh0KSZIQExODZ555Br/88ou8j2nTpiEpKQmxsbFQKBQYO3YsBg4ciIyMjBLrXrNmDaZPnw4hBKKiorBr1y488sgj8vqwsDD89NNPmDJlCt577z0EBwfj008/5RyyFYTn7v2fu71795Zn1wAgj8s1ja01GAyYNWsW4uPjoVKpULt2bSxatMhs7HBiYiJiYmJw8+ZN+Pr6on379jh48KD8iwRRVSGJihp1TmQFeXl5iI+PR1hYWKHplYiI6P7x/ZXsES/fJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJbvEaxSJiCoW31fJHjGRJbtiuptQTk6OjSMhIqpaTO+r/75rG1Flxnlkya4olUp4enrK93R3dnaGJEk2joqIyH4JIZCTk4PU1FR4enpCqVTaOiSiMuM8smR3hBBITk4u0x1yiIiobDw9PREQEMDOAbIrTGTJbun1euh0OluHQURk99RqNXtiyS4xkSUiIiIiu8SLvYiIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILjGRJSIiIiK7xESWiIiIiOwSE1kiIiIisktMZImIiIjILj00iWxcXBzGjBmDunXrwt3dHRqNBoGBgejevTveeecdXL9+3dYh2pVLly5BkiSEhobaOpRKYf/+/ejRowe8vb2hUCggSRJWr179wPutbO0shMBbb72Fxo0bw8nJCZIkQZIkW4dFD5ldu3ZBkiR06tTJJvVXtv+X90ur1eKll15CnTp1oNFoKvSYRo8eXWHvgxXh9OnTGDBgAPz8/KBUKiFJEubOnQsA6NSpEyRJwq5du8y2mTt3rlm5B2Xr87aqUtk6AEu7ceMGYmJisH37dgBAaGgoOnfuDBcXFyQnJ2P//v3Yvn07Zs+eje3bt6N169Y2jpjszbVr19CnTx9kZGSgffv2CA0NhUKhQHh4eKnbdurUCbt378avv/5qF29uy5cvx8yZM+Hh4YFevXrB3d3d1iFZxdy5czFv3jzMmTOnwj7UqGoKDQ3F5cuXER8fX+kT3VdffRVvvfUW/P390b9/fzg7O6NatWqlbrdr1y507twZHTt2LJT8VUbZ2dno06cPLl26hJYtWyI6OhpKpRLNmjWzdWhlZuowEELYOJLKp0onsqbE4uzZs6hfvz4+/vhj/Oc//zEro9VqsWbNGsyZMwdJSUk2itT+VK9eHWfOnIFarbZ1KDa3bds2pKenY/jw4fjyyy9tHY5FrV+/HgDwzTffoHv37jaOhsg2qsr7n+n/8549e1CnTh0bR2M5v//+Oy5duoS2bdti3759Zd5u8uTJGDZsWJmSe7KdKp3I/ve//8XZs2cRGhqKffv2wdvbu1AZjUaDCRMmoH///khPT7d+kHZKrVajfv36tg6jUkhISACAKv1BYPIwHStRcarK+9/D8v/5fo+zWrVqTGLtgaiiLly4IJRKpQAgvvvuu/vez1dffSW6dOkivLy8hIODg6hZs6YYM2aMOHv2bJHlQ0JCBAARHx8vfv75Z9GxY0fh7u4uPD09RZ8+fcSJEyfksl9++aVo06aNcHV1FR4eHmLgwIHi/Pnzhfb566+/CgCiY8eOIjs7W8yaNUvUrl1baDQaERgYKMaOHSsSExOLjCcuLk5MnjxZNG3aVPj4+AgHBwdRvXp1MWTIEHH48OEit5kzZ44AIObMmSMuX74sxo4dK4KDg4VKpRKxsbFCCCHi4+MFABESElJo+3PnzokxY8aI0NBQ4eDgIFxcXETNmjVF7969xcqVK4usc8uWLaJPnz7C19dXqNVqERgYKIYMGSJ+//33Ist37NhRABC//vqrOHbsmBg4cKB8fA0aNBBvv/22MBgMRW5bmrK+5qtWrRIAivwrql3uZXpNi/tbtWqVEMK8nQ0Gg/joo49E8+bNhbOzs3B3dxfdu3cX+/fvL7aenJwc8fbbb4vWrVsLDw8PodFoRN26dcWMGTPEjRs3ytwmpvYu6m/OnDlm7REbGytu3rwpnnvuOVGrVi3h4OAgOnbsaLa/7du3i4EDB4qAgAChVquFr6+vGDBggFWOxSQuLk707dtX+Pn5CZVKJTw9PUV4eLgYMWKE2L17t1yupNfJ9P9BCPP/+5s2bRKdO3cWXl5e8nlqkpaWJmbPni2aNm0qXF1dhZOTk2jcuLGYP3++yM7OLhRnZmam+Pjjj8XAgQNFeHi4cHZ2Fs7OzqJx48bipZdeErdu3Sry+CzxXlScLVu2CACifv36xZbR6XTC399fABDHjx83W1fe1/be98SinDlzRowePVrUrFlTODg4CC8vL9GlSxfxv//9r8Tj+OOPP8SoUaNEaGio0Gg0wsvLS0RERIjp06eLS5cuyeWKev8r6f3AdA6sXLlSABA9evQoNoarV68KlUolHB0dy3VeX7lyRUyePFmEh4cLjUYj3N3dRdu2bcWKFStEQUGBWVnTuVHSe09xSnovuLc9YmNj5f1dvHhRjBw5Uvj7+wsHBwdRq1Yt8fLLL4u8vLxi6/njjz/E8OHDRY0aNeTXsEePHuKnn34qc5uU9j7772O69/+pEOafhf9mMBjEZ599Jlq0aCGcnJyEt7e36Nmzp9i3b1+x5+e9y/Pz88Wbb74pGjZsKBwdHYW3t7cYOHCgOH36dJExFPcXHx8vl12/fr3o2rWr8Pb2FiqVSnh7e4sGDRqIJ598Uvz5559lbjd7U2UT2ffee08AEJ6enoX+E5eFwWAQo0aNEgCESqUSXbp0EcOGDRN169YVAISzs7P45ZdfCm1neoN48cUXhSRJol27dmLIkCHydp6enuL8+fNixowZ8n4fe+wxUaNGDQFABAUFibS0NLN9mk7+qKgo0aZNG+Hs7Cx69+4tHn/8cREYGCgAiICAAHHu3LlC8dSuXVs4ODiIyMhI8eijj4pBgwaJhg0bysf17bffFtrG9B9n+PDhwtvbWwQEBIjBgweLQYMGiWnTpgkhik9kT548Kdzd3QUAUa9ePTFo0CDx+OOPi6ioKOHq6iqaNm1aqL5XXnlFAJDbKyYmRjRr1kwAEEqlUnz22WeFtjG98bz44oty8jps2DDRsWNH+QvMc889V8IrXFh5X/M9e/aI2NhY0bRpUwFANG3aVMTGxorY2Fi5nYpz5swZERsbK3+wR0dHy9vGxsaKPXv2FGrn2NhYoVarRZcuXczOKY1GIw4ePFiojqtXr4omTZoIAMLb21t069ZNDBw4UD5HQ0NDzT6cS7Jw4UIRGxsrXFxcBAAxePBgOdaNGzcKIe5+kPfp00eEhYUJLy8v8eijj4rHH39cjBgxQt7XtGnTBAChUCjEI488Ih5//HHRunVrIUmSUCqVRX7ZqchjEUKI1atXC0mShCRJonXr1mLo0KHi0UcfFc2bNxdKpdLs3CnuNY6NjRWffPKJXM4Uy+TJkwUA0bJlSxETEyM6duwofvvtNyGEEKdOnZL/rwcGBoqePXuKfv36yedBs2bNRHp6ulmse/bsEQCEr6+vaN++vRg6dKjo0aOH8PHxEQBEeHh4kQmPJd6LiqPX60VwcLAAIA4cOFBkmR9++EEAEM2bNzdbfj+vbUmJ7ObNm4Wjo6P8HjRs2DDRpUsX+X1h7NixRca3ePFioVAoBABRt25dMWTIENGvXz/RoEGDQgleUe9/pveDov6PxMbGijNnzoi8vDzh6+srJEkqtjNk9uzZAoAYM2ZMkeuLcvjwYeHt7S0AiJo1a4qhQ4eKnj17yu0QHR0ttFqtXH7atGlyomn6Qvbv957iLFy4UERHRwsAwt/f32zbe9/3TPt/7rnnhLu7uwgJCRFDhgwR3bp1E05OTgKAGDBgQJF1vPvuu/Jr0axZM/HYY4+J9u3bCwcHBwFAzJs3r0ztYnqfbdeunQAgateubRavyf0ksk8//bT8PtaxY0cxbNgw0ahRI6FUKuX3uOIS2bZt24pu3boJZ2dn0bNnTzF48GD5/52np6dZcrpx48ZiX6vY2Fhx/fp1IYQQ8+bNkz+7OnToIGJiYkTv3r1F48aNhSRJ4p133ilTm9mjKpvIPvHEEwKA6NKly31tv3z5cgFAVKtWTRw7dkxebjAY5JPb09NTpKammm1nevPVaDRi+/bt8vKCggLx+OOPCwCicePGwsfHx6xXIjs7W7Rt21YAEK+//rrZPu/9VhkeHi4uX74sr8vNzRWDBw8WAESbNm0KHcfGjRuL/DDauHGjUKlUwsfHR+Tk5Jitu/cb4MiRI4v81lxcIjtmzJgij0EIY6/LvT1dQgjxyy+/CADC0dFRbNu2zWzdp59+KgAItVot/vrrL7N19/YKrFixwmzdjh075KToypUrheIozv2+5iW92ZWmuDdQE1M7m9r63g+/goICMXbs2CJ7eAwGg/zmPW7cOJGZmSmv0+l08htt586dyxXvvb18/3Zvj1TXrl1FRkZGoTIff/yxfB7/u4dg9+7dws3NTTg4OJh9KbPEsYSFhQkARX5op6SkiKNHj5otK8trbGobpVIpvv/++0Lrc3JyRO3atQUA8corr5glFtnZ2SImJqbIBObKlSti+/btQq/Xmy3Pzs6Wv3g988wzxcZTke9FJXn55ZcFAPHUU08VuX7gwIECgHj//fflZff72haXyCYnJwsPDw859nt/lfn999/lHvKPP/7YbLvvv/9efh8qqtf21KlTZj1lJf0iVdL/ESHuttOzzz5baF1+fr4ICAgQAMSRI0eK3P7f8vLy5DonTpwo8vPz5XUXLlwQoaGhAoB46aWXCm1r+v9aXqX1iAshzJKvl19+2axD6eTJk3LC/+9fYbZs2SIkSRLVqlUr9Hlx4sQJ+QvTrl27yhzvvb8WFaW8iazpfHF1dRX79u0zW7dkyRL5uItLZAGIyMhIkZSUJK/Lzc2VvyBMmDChUIwlvVZ5eXnCyclJuLq6ir///rvQ+kuXLokzZ84UuW1VUGUT2Z49ewoAYtiwYfe1vekD5//+7/8KrTMYDCIiIkIAEG+88YbZOtMbyowZMwptd/ToUflkXLZsWaH1GzZsKPFNG4DYtGlToe1SUlKEs7OzAFDoP1VJTB+c//6pxvSf19vbu1DvkElxb+S9e/cWAAolAsXp2rWrACCmTp1a5Pq+ffsKAGL8+PFmy01vPIMGDSpyO9Pr//nnn5cpDiHu/zW3ViL7ww8/FFqflJQkJyv3foCZviA0a9ZM6HS6Qtvp9XrRuHFjAUCcPHmyzPGWJZFVq9XiwoULRdYZFBQkAIg//vijyP0vXrxYADDr2bHEsTg7OwsPD48ylRWifIlscT1+pi9Kffv2LXL97du35WEOZe0Jzc7OFiqVSvj6+hYbT0W+F5Xk/PnzAoDw8PAQubm5ZutSU1OFWq0WGo1G3Lx5U15+v69tcYnU/PnzBQDRokWLImN8++23BQBRp04ds+WmX4CWLFlSpmN9kET26tWrQq1WCw8PD5GVlWW27quvvhKA8de3slq7dq0AjD3oRXU6fPvttwKAcHNzK/S6WCORbdGiRZHDvCZOnCgAiNdee81seevWrQWAIn8tFML48zlg7PEuq4pOZLt06SIAiFmzZhW5v1atWpWYyEqSVGh4jRBCHDx4UAAQtWrVKrSupNcqNTVVABARERFFrq/qHpp5ZMsjMTERFy5cAADExsYWWi9JEsaMGQMA+PXXX4vcR+/evQstu3egeUnrr127VuQ+PT098eijjxZa7ufnh549ewJAkVOhXLt2DZ988gmmTZuGJ598EqNHj8bo0aNx6tQpAMDZs2eLrK9bt27w8PAocl1xHnnkEQDA008/ja1btyIvL6/YsgUFBfIVpKNHjy6yzLhx4wAU3879+vUrcnmDBg0AAFevXi1T3BXxmluSSqWSX+N7BQQEwMvLC1qtFjdv3pSX//TTTwCAwYMHQ6UqfE2nQqFAhw4dABjnwK1IkZGRqFWrVqHlx44dw7Vr11C7dm20aNGiyG1NU5DdG5MljuWRRx5BRkYGRo0ahSNHjsBgMJRpu7J47LHHilxuOo6hQ4cWud7V1RUtW7ZEQUEBfv/990Lr9+/fj0WLFmHSpEkYM2YMRo8ejWeeeQYODg64fv06bt26VeR+LfFeVJTatWujQ4cOyMjIwMaNG83Wffnll9DpdOjfv7/ZRbcV/dqa3v+K+j8M3H0/+eeff+RjS05OxvHjx6FQKOT1lhQUFITHHnsMGRkZWLt2rdm6ZcuWATBeLV9WpmMeNmwYNBpNofWDBg2Cl5cXbt++jSNHjtx/4Pepb9++Rc41XdR79I0bN3D48GE4OTkV+95e1HuENRUUFMh1jxgxosgyw4cPL3EfNWvWRNOmTQstL+/nlomvry9CQ0Nx4sQJTJs2DadPny7X9vauys5a4OvrCwBITU0t97amk8jHx6fYeTJr165tVvbfatasWWiZq6trievd3NwAoNjkLzQ0tNjJ58PCwgAYE7J7zZs3D2+88QZ0Ol2R2wFAZmZmsfWV14wZM7B3715s374dPXv2hFqtRtOmTdGhQwcMGzYMrVq1ksvevHlTPlZT/P92P+0MQH7dSkqk71URr7klBQYGFjvVj7u7O27dumV2rBcvXgRgnCfy1VdfLXHfFX0zkOLOG1NMFy5cKPUmCvfGZIlj+fDDD9G3b1+sXbsWa9euhZubG1q1aoUuXbrgiSeeKPa8KovSjv+JJ57AE088UeI+7j2O1NRUDB48GHv37i1xm8zMTHh5eRVabon3ouKMHTsWv/32G1atWoWYmBh5+apVqwBA/jJoUtGvren/ZnHvJ56envD29kZaWhoSExMRFBQkX9EeGBhY7i/u9+vZZ5/FV199hWXLlmHixIkAgBMnTmDv3r3w9/cv9stQUUo7ZkmSEBYWhlu3btnkvas879Hx8fEQQiA3N7fIpPxetrqJ0Y0bN+SYi/u/XtpnZ2ltotVqyx3X559/jsceewxLly7F0qVL4e3tjdatW6N79+544oknqvTsC1U2kW3RogXWrl2Lo0ePQq/XQ6lUWrV+haLkzu7S1t8vcc9kyd999x3mzp0LV1dXfPDBB+jSpQuCgoLkOzK99NJLWLhwYbETLDs5OZW7fmdnZ8TFxeH333/Hli1bsH//fuzfvx9//PEHli5dimeeeUbudagIlmrHyqa8x2nqYWzfvr2cgBenUaNG9x1XUYo7b0wxBQQEIDo6usR93Puma4ljadCgAc6ePYtt27Zh586d2L9/P/bs2YOdO3fitddew2effYaRI0eWaV//Vtrx9+zZE/7+/iXuIyQkRH785JNPYu/evYiKisK8efPQtGlTeHl5yV9sgoKCkJSUVOz/Y2u+Fz3++OP473//ix07diAxMRHBwcE4evQoTpw4gerVq6NHjx5m5W15ntpSmzZt8Mgjj+Dw4cPYvXs3OnbsKL8vTpgwAQ4ODjaOsOKU5/wynQ+urq4YPHiwpUKyuNK+qFvic+s///kPLl26hJ9++gm7d+/G/v37sXXrVvzyyy+YM2cONm7ciK5du1Z4vZVBlU1k+/bti6lTpyI9PR0//PADBg4cWOZtq1evDsDYY5iZmVlkD52pJ8FU1houXbpU6rrg4GB5mWmy6zfeeAMTJkwotM0///xTofHdq1WrVnLva0FBATZt2oRRo0bhww8/xGOPPYbOnTvDx8cHGo0GWq0WFy9eRERERKH9WKudK+trfr9q1KgBAOjfvz+mT59u42iMTDH5+PiU67aVljoWlUqF3r17yz+tZ2ZmYunSpZg3bx6eeuopDBw4EC4uLhVWX40aNfD3339j3LhxZe5xy87Oxs8//wyFQoGff/4Znp6ehdYnJydXWIwPytnZGUOGDMFnn32GNWvW4OWXX5Zf69jY2EIf4BX92lavXh1///23/H/13zIyMpCWliaXBe72jiUlJSEjI8OqvbIjR47EBx98gKZNm+LLL7+ESqWSe2jLynQcxR0zYOzpvLdsZWU6HyRJwsqVKytlR8W9n1uXL19Gw4YNC5Up6bPakpycnPDYY4/J7y/Xr1/HK6+8go8//hhjx47F5cuXbRKXpVW+s6SC1K5dW/5pa9q0afKbV3FSU1PlsaLBwcFy70BRH7hCCHl5586dKy7oUqSnp+PHH38stPz69evYsmULAJjd5tR0zPf27pikpqYiLi7OMoH+i0qlwmOPPSb3wh0/flxe3r59ewBFtzMArFy5EoDl29lWr7mp56WgoKDC9gkAvXr1AmC8A1dxPXXW1qpVK1SrVg2nT5+Wx2eXhbWOxd3dHXPnzoWnpydycnJw7tw5eV1FvE6m4zB9wSyLjIwM6PV6uLu7F0piAeCLL76oNK+vydixYwEAa9asgVarxbp16wAUPQ6+ol9b0/vfmjVrilxvej+pU6eOnNQFBASgadOmMBgM8voHUdZzZciQIQgMDMSmTZvwxhtvIDs7GwMHDkRQUFC56jMd8//+978ih4Js3LgRt27dgpubW7Fj08vLUu9bQUFBiIiIwO3bt+XPtMpGrVYjKioKAORz+9+++uori9QLlK/NfX19sXjxYgDGm0IUN47e3lXZRBYA3n//fYSHhyM+Ph7t27cvcoxZfn4+Vq5cicjISJw5c0ZebuodmD9/Pv788095uRACr7/+Oo4fPw5PT0+MHz/e8gdyj2nTppmNg9VqtZg0aRKys7PxyCOPoF27dvI608Dxjz/+GPn5+fLyjIwMxMbGIiMjo8Lj+/DDD4u8eCw5ORl//PEHAPPEetq0aQCA5cuXY8eOHWbbrF69Gj/88APUajWee+65Co/132zxmpt60MuT2JVF//790apVKxw+fBhjxowpcjzZrVu3sGLFigr/MCqOWq3GnDlzIITAwIEDi/z/qNfrsXPnThw8eFBeVtHHkpOTg6VLlxa5nz179iA9PR1KpdLs142KeJ0mTJiAkJAQfPPNN3jhhRdw+/btQmWSk5PxySefyM/9/f3h5eWF9PT0QhcGHTx4ELNmzbrveCylbdu2qFevHv755x+88MILuHnzJtq3b1/kXZUq+rUdP3483N3dcfToUSxYsMAsOT527Bhef/11AMax/PeaM2cOAODll1/Ghg0bCu339OnTZp8PJSnruaJWq/H000+joKAAb7/9NoDyXeRl8vjjj6NmzZq4du0apk6datZO8fHx8nvsf//7Xzg6OpZ7/0UxHeM///xT4vUX98P0Go0ZM6bIjhshBA4dOoRt27ZVaL3l8eyzzwIA/u///s/svQoA3nvvPRw6dKjC6yzpvLp8+TI+/fTTIq93MbWhl5dXsdd/2D0bzJRgVSkpKaJTp07y1BVhYWGif//+IiYmRnTp0kW4uroKAMLd3V0cOnRI3s5gMMhz0apUKtG1a1cRExMj6tWrJwAIJycn8fPPPxeqr7SpV1DCFBrFTely7w0RWrduLZydnUXfvn3FkCFD5OmM/Pz8Cs0fd/HiReHp6SkAiOrVq4vBgweLRx99VHh4eMh3BEMRU4uUZaqh4mI1TRwfFhYm+vXrJ0aMGCF69OghT4DdpUuXQtPs3HtDhPbt24vhw4eL5s2bC6D0GyIUN23V/UyJdb+v+YNMv7V582YBQDg4OIi+ffuKsWPHinHjxsnTqJU0zY9Jcefc1atX5WmFXFxcRNu2bcWwYcPEoEGDRLNmzeQJ4v89JU9JyjL9VnFT3JjMmDFD/n/QqFEj0b9/fzFs2DDRqVMn+Xxdvny5xY7l1q1bAjBOZN60aVPx2GOPiZiYGBEVFSUkSRIAxOzZs822SU5Olue9bNeunRg9erQYN26c2c0bSvu/L4QQf/31lzyvp6enp+jQoYMYPny4GDBggGjYsKGQJEn4+/ubbfPOO+/I7dW6dWsRExMj2rVrJyRJEk888USx9Vrivais3nzzTXn/AIq9o58Q9/faljT9048//ijfCKB+/foiJiZGdO3aVahUKgEUf6OBN954Q37969evL98kw3QDmdJuiGDywQcfCMA4x+igQYPEuHHjxLhx44qc3zMlJUVoNJoHnjrp3hsihISEiKFDh4revXsXe0MEk5LOgdK0bNlSAMabTowYMUKMGzdOvPDCC/L6e+/sVZSS3i/ee+89+fUKDw8Xffr0EcOHDxfdu3cXfn5+AoBZXaWp6Om3hBBiwoQJ8mdUp06dRExMjGjcuLFQKpViypQpAoDo3r272TZlmbasuNdk+vTpAjDOcz5kyBD5vLpx44Y4duyYwJ2pD1u1aiWGDBkihgwZIiIjI+XP1k8//bS0ZrJbVT6RNfnll1/EqFGjRHh4uHB1dRVqtVoEBASI7t27i3fffddsbsN7rVu3Tv6AVavVokaNGmL06NFFvikJYdlEtmPHjiIrK0vMmDFDhIWFCQcHB+Hv7y9Gjx4tEhISit3niBEjRM2aNYVGoxEhISFi4sSJIjk5udj/pA+SyG7evFk8/fTTIjIyUvj6+goHBwcRHBwsOnXqJNasWWM21+m9fvnlF9G7d2/h4+MjVCqVCAgIEI8//rjZl4t7WSKRNSnva/4gdQkhxCeffCLfdtZ0fhR1i9rilHTO5eXliRUrVojOnTvLbevn5yeaNWsmJk2aJLZu3VquWCsikRVCiH379okRI0aIkJAQodFohJubm6hbt64YMGCA+PTTT4ucR7WijkWn04kVK1aImJgYUb9+feHh4SGcnJxE7dq1xeDBg8WOHTuK3O63334T3bp1E15eXvJdh4q7RW1JMjMzxeLFi0VUVJR8jgUGBopWrVqJGTNmFHmb3k2bNom2bdsKT09P4erqKlq2bCk+/PBDYTAYKmUie+3aNTkBdXFxEbdv3y6xfHlf29ISgtOnT4vY2FgRHBws1Gq18PT0FJ07dxZff/11iXEcOHBAxMTEiOrVqwu1Wi28vb1F06ZNxcyZM81uRFNS++j1erFw4ULRqFEjOZEs6b3KNG/qRx99VGJspUlISBCTJk2Sbwvt5uYmoqKixPLly4uco1eIB0tkL1++LIYPHy4CAwPlpLO4W9QWpbT3i5MnT4oJEyaIOnXqCEdHR+Hs7Cxq1aoloqOjxf/93/+Jq1evljlWSySyBoNBfu92dHQUnp6eokePHuK3334Tn3/+uQAgYmJizLZ5kEQ2NzdXzJw5U4SHh8t3ODP9/87MzBTvvvuuGDhwoKhTp45wdXUVLi4uom7dumLUqFHFzttdVUhCVLIBVlTIrl270LlzZ3Ts2LHIeWKJiMj+nDt3DvXr14eHhweuXr0KZ2dnW4dEFWDs2LFYtWoVlixZgqlTp9o6nCqvSo+RJSIiqqxmz54NIQSefvppJrF25tSpU8jOzjZbZjAY8Mknn2D16tVwdHQ0m0uZLKfKTr9FRERU2fzwww/4/vvvcerUKRw6dAgBAQGYOXOmrcOicnrrrbewfv16REZGonr16sjOzsbp06dx6dIlKJVKfPjhhwgMDLR1mA8FJrJERERWcvToUaxcuRJubm7o1q0bli5dWuTUalS5DR06FJmZmThy5AiOHz+OgoIC+Pn5YejQoXj++efRpk0bW4f40OAYWSIiIiKySxwjS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklJrJEREREZJeYyBIRERGRXWIiS0RERER2iYksEREREdklla0DsDcGgwHXrl2Dm5sbJEmydThEREREVYoQArdv30ZQUBAUipL7XJnIltO1a9dQo0YNW4dBREREVKVduXIFwcHBJZZhIltObm5uAIyN6+7ubvH6dDodtm3bhh49ekCtVlu8PnvD9ikd26h0bKOSsX1KxzYqGdundGyjuzIzM1GjRg055yoJE9lyMg0ncHd3t1oi6+zsDHd394f+xC4K26d0bKPSsY1KxvYpHduoZGyf0rGNCivLEE5e7EVEREREdomJLBERERHZJSayRERERGSXmMgSERERkV2ym0R2+fLliIiIkC+yioqKwi+//CKvz8vLw6RJk+Dj4wNXV1cMHjwYKSkpZvtISEhAnz594OzsDD8/P8yYMQMFBQXWPhQiIiIiqgB2k8gGBwfjzTffxJEjR/DHH3+gS5cu6N+/P06dOgUAmDJlCn788Ud888032L17N65du4ZBgwbJ2+v1evTp0wf5+fnYv38/1qxZg9WrV2P27Nm2OiQiIiIiegB2M/1Wv379zJ6/8cYbWL58OQ4ePIjg4GB89tlnWLduHbp06QIAWLVqFRo0aICDBw+iTZs22LZtG06fPo3t27fD398fzZo1w/z58/HCCy9g7ty5cHBwKLJerVYLrVYrP8/MzARgnCZDp9NZ6GjvMtVhjbrsEdundGyj0rGNSsb2KR3bqGRsn9Kxje4qTxtIQghhwVgsQq/X45tvvkFsbCyOHTuG5ORkdO3aFbdu3YKnp6dcLiQkBM8//zymTJmC2bNn44cffsDx48fl9fHx8ahVqxaOHj2KyMjIIuuaO3cu5s2bV2j5unXr4OzsXNGHViqDvgDZVy7DObA6lBpHq9dPREREZEk5OTkYPnw4MjIySp2z3256ZAHg5MmTiIqKQl5eHlxdXbFx40Y0bNgQx48fh4ODg1kSCwD+/v5ITk4GACQnJ8Pf37/QetO64syaNQtTp06Vn5vuNtGjRw+r3RAhLi4O3bt3h1qtxvEtP+K3/TtRo3FT9HtxrsXrr+z+3T5UGNuodGyjkrF9Ssc2Khnbp3Rso7tMv36XhV0lsvXq1cPx48eRkZGBb7/9FrGxsdi9e7dF69RoNNBoNIWWq9Vqq55opvrO/LEXAHDlrz+hUqnKdNeLh4G1Xw97xDYqHduoZGyf0rGNSsb2KR3bCOU6fru52AsAHBwcEB4ejhYtWmDhwoVo2rQp3nvvPQQEBCA/Px/p6elm5VNSUhAQEAAACAgIKDSLgem5qYw9SM1NlR/nZKTbLhAiIiIiG7OrRPbfDAYDtFotWrRoAbVajR07dsjrzp49i4SEBERFRQEAoqKicPLkSaSm3k0E4+Li4O7ujoYNG1o99vuVq8uVH6fdKH5IBBEREVFVZzdDC2bNmoVevXqhZs2auH37NtatW4ddu3Zh69at8PDwwLhx4zB16lR4e3vD3d0d//3vfxEVFYU2bdoAAHr06IGGDRviiSeewOLFi5GcnIxXXnkFkyZNKnLoQGUl6e9em5eYfBE1whvYMBoiIiIi27GbRDY1NRWjRo1CUlISPDw8EBERga1bt6J79+4AgHfeeQcKhQKDBw+GVqtFdHQ0PvzwQ3l7pVKJzZs34+mnn0ZUVBRcXFwQGxuL1157zVaHdF8UOUr58fXriTaMhIiIiMi27CaR/eyzz0pc7+joiGXLlmHZsmXFlgkJCcHPP/9c0aFZlUp7N5FNT0stoSQRERFR1WbXY2QfRpLh7tCC22k3bRgJERERkW0xkbUzkkEvP867eduGkRARERHZFhNZOyMZDPJjfWaODSMhIiIisi0msnbnbiIrcrQ2jIOIiIjItpjI2p27iaxCW2DDOIiIiIhsi4msHRFCwCyRNRhQoNPZLiAiIiIiG2Iia0f0RSSt2elpNoiEiIiIyPaYyNoRfcE9iazkBABIvcGbIhAREdHDiYmsHcnX5smPJYUbACCFd/ciIiKihxQTWTuSn29KZJWQJGcAwM2b12wXEBEREZENMZG1I7na3DuPFJAULgCA9LTrtguIiIiIyIaYyNqRvNw7iaykAO70yGal8WIvIiIiejgxkbUjebn3Di0wXuyVdyvTdgERERER2RATWTuizTPdklYBtUECABTwNrVERET0kGIia0d0ecahBRIUUBcIAIDIybdlSEREREQ2w0TWjuSZemQlCRq98Q5fyjzeppaIiIgeTkxk7YhpjKwEBRzzjTdHUOgN0N0zvywRERHRw4KJrB3R5prGw0pwMOQCUAEA0tNSbRYTERERka0wkbUj+bl355FVQivPJZuUfMlmMRERERHZChNZO6LTagEAEiQoVTpA4QoASEm5YsuwiIiIiGyCiawdMSWyEBLgKEGSjInsjRu8TS0RERE9fJjI2pGCe3pkJVcHSHd6ZDNvcowsERERPXyYyNoRfb5xqi0JEpRervIY2exbt2wZFhEREZFNMJG1Iwad7s4jCWp/X7lHVpeRbbugiIiIiGyEiawd0RfoARh7ZJ1qhEBpUAMAxG3OI0tEREQPHyaydsSguzu0wK16dTgY81oocnh3LyIiInr4MJG1J3q9/NC7uh8cdMbnSr1AvnyzBCIiIqKHAxNZO2LQm4YWAN4BvnAsyAXgAAC4dSPFdoERERER2QATWTsi9IY7DyRoNGqo9VnyBV9XU+JtGBkRERGR9TGRtSPCYExkpTvPlSJHnoIrNSXBRlERERER2YbdJLILFy5Eq1at4ObmBj8/PwwYMABnz541K9OpUydIkmT2N3HiRLMyCQkJ6NOnD5ydneHn54cZM2agoMBOLpbSCwB3E1mFpJVvU3vzRpKNgiIiIiKyDZWtAyir3bt3Y9KkSWjVqhUKCgrw0ksvoUePHjh9+jRcXFzkcuPHj8drr70mP3d2dpYf6/V69OnTBwEBAdi/fz+SkpIwatQoqNVqLFiwwKrHc18M5omspC6AJLkDADJvXrdRUERERES2YTeJ7JYtW8yer169Gn5+fjhy5Ag6dOggL3d2dkZAQECR+9i2bRtOnz6N7du3w9/fH82aNcP8+fPxwgsvYO7cuXBwcCi0jVarhfbOrWEBIDMzEwCg0+mgk29QYDmmOnQ6HYQQd5ZK0Ol0kDSSPEY259Ytq8RT2dzbPlQ0tlHp2EYlY/uUjm1UMrZP6dhGd5WnDSRxNzuqcOnp6di4cSP27NmDy5cvIycnB76+voiMjER0dDTatm173/s+f/486tSpg5MnT6Jx48YAjEMLTp06BSEEAgIC0K9fP7z66qtyr+zs2bPxww8/4Pjx4/J+4uPjUatWLRw9ehSRkZGF6pk7dy7mzZtXaPm6devMenut4fzGDUBuGlwQjMDhvaD9dhuS1U2gy96MLG8lmvUca9V4iIiIiCpaTk4Ohg8fjoyMDLi7u5dY1iI9steuXcPs2bPx5ZdfIigoCI888giaNWsGJycnpKWl4ddff8Xbb7+NkJAQzJkzB0OHDi3X/g0GA55//nm0a9dOTmIBYPjw4QgJCUFQUBBOnDiBF154AWfPnsV3330HAEhOToa/v7/ZvkzPk5OTi6xr1qxZmDp1qvw8MzMTNWrUQI8ePUpt3Iqg0+kQFxeH7t2748LG7yAASJKE3r17Y+cfp5CSZBxW4ZAP9O7d2+LxVDb3to9arbZ1OJUS26h0bKOSsX1KxzYqGdundGyju0y/fpeFRRLZyMhIxMbG4siRI2jYsGGRZXJzc7Fp0ya8++67uHLlCqZPn17m/U+aNAl//fUX9u7da7Z8woQJ8uMmTZogMDAQXbt2xYULF1C7du37OhaNRgONRlNouVqttuqJplarAWEaIyuM9QeHQHHN+BKqcvRQqVSQJKmk3VRZ1n497BHbqHRso5KxfUrHNioZ26d0bCOU6/gtksiePn0aPj4+JZZxcnJCTEwMYmJicPPmzTLve/Lkydi8eTN+++03BAcHl1i2devWAIzDEGrXro2AgAAcPnzYrExKivFGAsWNq61U7gwCke5c7uVaoyYc911BHgCFAcjLzoKTq5vt4iMiIiKyIotMv1VaEns/5YUQmDx5MjZu3IidO3ciLCys1G1MY2EDAwMBAFFRUTh58iRSU1PlMnFxcXB3dy+257hSEeazFnjXDIRGlw1IjgCAG6lXbRQYERERkfVZfB7ZNWvW4KeffpKfz5w5E56enmjbti0uX75c5v1MmjQJX3zxBdatWwc3NzckJycjOTkZubm5AIALFy5g/vz5OHLkCC5duoQffvgBo0aNQocOHRAREQEA6NGjBxo2bIgnnngCf/75J7Zu3YpXXnkFkyZNKnL4QKVj6pGVjA/8agbCQZshz1xwLeWSjQIjIiIisj6LJ7ILFiyAk5MTAODAgQNYtmwZFi9ejGrVqmHKlCll3s/y5cuRkZGBTp06ITAwUP773//+BwBwcHDA9u3b0aNHD9SvXx/Tpk3D4MGD8eOPP8r7UCqV2Lx5M5RKJaKiojBy5EiMGjXKbN7ZSk3IYwsAAG5uzlDrb0OS7tzdK/WKjQIjIiIisj6LzyN75coVhIeHAwA2bdqEwYMHY8KECWjXrh06depU5v2UNktYjRo1sHv37lL3ExISgp9//rnM9VZG8g0RJAkqkS33yN66UfTMC0RERERVkcV7ZF1dXeWLubZt24bu3bsDABwdHeVhAVRG/xojCwAKxd3b1N6+dcMGQRERERHZhsV7ZLt3744nn3wSkZGROHfunDzX6alTpxAaGmrp6quYO4ms4p5U1sEgDy3ITc+wRVBERERENmHxHtlly5YhKioK169fx4YNG+QZCo4cOYKYmBhLV1+1mHpkpbvDLCRnlTy0QJeZbZOwiIiIiGzBYj2yK1euxKOPPopq1arhgw8+KLS+qNu+UmmMCey9HbIKLzdIt409ssjS2iAmIiIiItuwWI/sF198geDgYLRt2xaLFi3C33//bamqHiKFhxaogwIgSc4AAFWOAcJgsElkRERERNZmsUR2586dSEpKwjPPPIMjR47gkUceQZ06dTBt2jT89ttvMDDhKj/T0ALF3ZfNsUYYHAru9NQKICeT42SJiIjo4WDRMbJeXl4YOXIk1q9fjxs3buD9999Hbm4uRowYAT8/P4waNQrffvstsrM5trNsjAmr8p5XzaNGdWjybwN3emVTryfaIjAiIiIiq7P4xV4mDg4O6NmzJz788ENcuXIFW7ZsQWhoKObPn4+lS5daKww7d+cir3t6ZKvVDIRDfqZ8wVdS8iUbxEVERERkfRaffqs4LVu2RMuWLfHaa69Bp9PZKgy7Iu4ksirl3TGy1YJ84aDLhKRxgdADqdd5dy8iIiJ6OFg8kRVC4Ntvv8Wvv/6K1NRUs7GxkiRhw4YNUKvVlg6jargzRlZxz9gClVIBtSELknTn7l7XU2wSGhEREZG1WTyRff755/HRRx+hc+fO8Pf3hyRJpW9ExTB+CVAolWZLFciGpAgAAGTdvG71qIiIiIhsweKJ7Nq1a/Hdd9/Jd/SiB3FnaIH6X4msUgdJ4Q4AyLvFWQuIiIjo4WDxi708PDxQq1YtS1fzkDD2yCpV//r+4STJiawhPcfaQRERERHZhMUT2blz52LevHnIzc21dFVVmhAC8p29/jWmWPJwhqQ0JrKKLB1vikBEREQPBYsPLRgyZAi++uor+Pn5ITQ0tNCFXUePHrV0CFWCQV8gP3Zw+FciW706pMtOACQoDAJZ6Wlw865m5QiJiIiIrMviiWxsbCyOHDmCkSNH8mKvB6DX3U1kVf9KZB1rhsHxfCa0CjcIQyauJ11hIktERERVnsUT2Z9++glbt25F+/btLV1VlZav08qPHTQas3XeocFI1B4DFO6AIRMJV8+hVqNIa4dIREREZFUWHyNbo0YNuLu7W7qaKi+/oPhE1rdWTWi0t+QLvlKSLls1NiIiIiJbsHgiu2TJEsycOROXLl2ydFVVmk7ukZXg4ORots43sBoc8jPkRPZWapKVoyMiIiKyPosPLRg5ciRycnJQu3ZtODs7F7rYKy0tzdIhVAl3e2QVcHA0T2RVSgVU4jYkhT8AIPvmTStHR0RERGR9Fk9k3333XUtX8VDQ5ufdeaSAWuNYaL2k0Mo9sgW3sqwYGREREZFtWGXWAnpwWm2+8YGkgNrJoXABRyEnsorb+RBCcIYIIiIiqtIsMkY2OzvbouUfRrm5ph5ZJdROToULeDhDUrgBABR6IDeTt6olIiKiqs0iiWx4eDjefPNNJCUVf9GREAJxcXHo1asX/u///s8SYVQpeaYeWSigctIUWq/094UECZBcAQA3Uq5aMToiIiIi67PI0IJdu3bhpZdewty5c9G0aVO0bNkSQUFBcHR0xK1bt3D69GkcOHAAKpUKs2bNwlNPPWWJMKqUfK2xR1aSFNC4OBdarw6pDYdrmdAq3CH0WUi4chY16zaydphEREREVmORRLZevXrYsGEDEhIS8M0332DPnj3Yv38/cnNzUa1aNURGRuKTTz5Br169oFQqLRFClaPNzb3zSAm1Y+GLvTxCa0Cz6yyylJ4Q+mtISrxo3QCJiIiIrMyiF3vVrFkT06ZNw7Rp0yxZzUMhX3t3HllJU7hHtlpYDThqD0Lh6gkDgJvJiVaNj4iIiMjaLH5DBKoYujxTj6wCUhHTbwWEBMExLw2S0hMAkJ16w3rBEREREdkAE1k7UZB3Z4wsFJAcCieyGgcVVIYMSApPAIA+7bY1wyMiIiKyOrtJZBcuXIhWrVrBzc0Nfn5+GDBgAM6ePWtWJi8vD5MmTYKPjw9cXV0xePBgpKSkmJVJSEhAnz594OzsDD8/P8yYMQMFBQXWPJT7oteapt+SIP3r7mgmCilXTmSVOXro8vKKLEdERERUFdhNIrt7925MmjQJBw8eRFxcHHQ6HXr06GE2B+2UKVPw448/4ptvvsHu3btx7do1DBo0SF6v1+vRp08f5OfnY//+/VizZg1Wr16N2bNn2+KQyqXgzvRbEiRIqqKHNguNHpLCEZCM03PdSr5mtfiIiIiIrM3id/aqKFu2bDF7vnr1avj5+eHIkSPo0KEDMjIy8Nlnn2HdunXo0qULAGDVqlVo0KABDh48iDZt2mDbtm04ffo0tm/fDn9/fzRr1gzz58/HCy+8gLlz58LBoYg7ZlUS+nwdAGMii2J6ZA0exovAJIUXhD4ZCQln4Rday2oxEhEREVmTRRLZEydOlLlsRETEfdWRkWG8c5W3tzcA4MiRI9DpdOjWrZtcpn79+qhZsyYOHDiANm3a4MCBA2jSpAn8/f3lMtHR0Xj66adx6tQpREZGFqpHq9VCK88YAGRmZgIAdDoddDrdfcVeHqY69PmmGyJIxQ6FMARUh/JGLiSlJ4Q+GZcv/42mum5Flq0qTO1jjdfCXrGNSsc2Khnbp3Rso5KxfUrHNrqrPG1gkUS2WbNmkCQJQghIklRiWb1eX+79GwwGPP/882jXrh0aN24MAEhOToaDgwM8PT3Nyvr7+yM5OVkuc28Sa1pvWleUhQsXYt68eYWWb9u2Dc7OhafBspTb6elQwXix188//1xkmSQhwSnvJvLuzFxw7q/jxZatauLi4mwdQqXHNiod26hkbJ/SsY1KxvYpHdsIyMnJKXNZiySy8fHx8uNjx45h+vTpmDFjBqKiogAABw4cwJIlS7B48eL72v+kSZPw119/Ye/evRUSb0lmzZqFqVOnys8zMzNRo0YN9OjRA+7u7havX6fTIS4uDi6OjjD1C/fu3bvIskccvHD5s6NQuHlBD8BBry+2bFVhap/u3btDXcyQi4cd26h0bKOSsX1KxzYqGdundGyju0y/fpeFRRLZkJAQ+fHjjz+O//u//zNLqCIiIlCjRg28+uqrGDBgQLn2PXnyZGzevBm//fYbgoOD5eUBAQHIz89Henq6Wa9sSkoKAgIC5DKHDx82259pVgNTmX/TaDTQaDSFlqvVaqueaKLA2HMtQSq23qD6tZGStx2SZz0AgD4t66H5z2Dt18MesY1KxzYqGdundGyjkrF9Ssc2QrmO3+KzFpw8eRJhYWGFloeFheH06dNl3o8QApMnT8bGjRuxc+fOQvts0aIF1Go1duzYIS87e/YsEhIS5J7gqKgonDx5EqmpqXKZuLg4uLu7o2HDhuU9NKsSBYY7D4ofqhFYIwAO+bfuTsGVXQBdvrbY8kRERET2zOKJbIMGDbBw4ULkyxcrAfn5+Vi4cCEaNGhQ5v1MmjQJX3zxBdatWwc3NzckJycjOTkZubnGO155eHhg3LhxmDp1Kn799VccOXIEY8aMQVRUFNq0aQMA6NGjBxo2bIgnnngCf/75J7Zu3YpXXnkFkyZNKrLXtTIRelOPbPHUKiUUyAIkRwjJ+G3mVhKn4CIiIqKqyeLTb61YsQL9+vVDcHCwPEPBiRMnIEkSfvzxxzLvZ/ny5QCATp06mS1ftWoVRo8eDQB45513oFAoMHjwYGi1WkRHR+PDDz+UyyqVSmzevBlPP/00oqKi4OLigtjYWLz22msPdpDWoDf2yJZ86RxgcCiAJEnGXln9dVy5dBZ+IYV7xImIiIjsncUT2UceeQQXL17El19+ib///hsAMHToUAwfPhwuLi5l3o8QotQyjo6OWLZsGZYtW1ZsmZCQELu8kl8Y7gwtKCWVFa7GnliF0hcG/XVcjj+NFh17Wjg6IiIiIuuzyg0RXFxcMGHCBGtUVXWVtUfWPwCKnHwolD4wAEhNjC9lCyIiIiL7ZJVb1K5duxbt27dHUFAQLl++DMA4DOD777+3RvVVg8HUI11yKqsMCYejNg2SwgcAkJ183cKBEREREdmGxRPZ5cuXY+rUqejVqxdu3bol3wDBy8sL7777rqWrrzLEnURWQslDLDxqhcAxLw2S0njHM5GWDYOh/DedICIiIqrsLJ7Ivv/++/jkk0/w8ssvQ6W6O5KhZcuWOHnypKWrrzqEKZEtmW/tEDjl3oCkcIdBkiDpBTLvmW6MiIiIqKqweCIbHx+PyMjIQss1Gg2ys7MtXX3VUcZEtnrtGnDMuwFJUkCvMt5CN+UKx8kSERFR1WPxRDYsLAzHjx8vtHzLli3lmkf2oWcaI1tKJuvsrIHKkAEAUCq8AAAXL/5lyciIiIiIbMLisxZMnToVkyZNQl5eHoQQOHz4ML766issXLgQn376qaWrrzpKn31MZlAZ7+alkvxhQCKSEs5bKCgiIiIi27F4Ivvkk0/CyckJr7zyCnJycjB8+HAEBQXhvffew7BhwyxdfdUhynaxFwAUuDgAAJTKABgAZCQlWTIyIiIiIpuwyjyyI0aMwIgRI5CTk4OsrCz4+flZo9qqpWwjCwAAuoDqcMhNR96dmQsKrmdACAFJKsvWRERERPbBKvPIFhQUYPv27Vi7di2cnJwAANeuXUNWVpY1qq9aypCMKmvWMs5coPSCAKDINyAr7ablYyMiIiKyIosnspcvX0aTJk3Qv39/TJo0CdevGyfoX7RoEaZPn27p6quOcgwtcK8VAqe8G5AkFbQa4zCD1MsXLRoeERERkbVZPJF97rnn0LJlS9y6dUvujQWAgQMHYseOHZauvsopy+gAv/rhcMo1fmHQO7gDAC78c8KSYRERERFZncXHyO7Zswf79++Hg4OD2fLQ0FBcvXrV0tVXHaLsg2Rr1g3B1TzjUAJHyQ/ADSRePGO52IiIiIhswOI9sgaDQb4t7b0SExPh5uZm6eqrnLL0yDo7qgHJOP5YI6oDANKv8EsDERERVS0WT2R79OiBd999V34uSRKysrIwZ84c9O7d29LVVx1lvLOXic7RWFKpCAEAGNKyUJCfb4nIiIiIiGzC4onskiVLsG/fPjRs2BB5eXkYPny4PKxg0aJFlq6+yhB3LvKSyviKaX2rQVmQC0hu0KoEJAHcTEywYIRERERE1mXxMbLBwcH4888/8fXXX+PEiRPIysrCuHHjMGLECLOLv6gUd3pkFYqy9ckaataB86XruO1WEznOKmgy9bgWfw7+tcItGSURERGR1VjlhggqlQojR460RlVVXxnHFrjWCoP+9HncdqsJ4egBZKbhwj9/IrIrh3MQERFR1WCVRPbs2bN4//33ceaM8cr5Bg0aYPLkyahfv741qq8iytcjW61uGHQ5+wAALip/AGlIucS5ZImIiKjqsPgY2Q0bNqBx48Y4cuQImjZtiqZNm+Lo0aNo0qQJNmzYYOnqq5A7Y2SVZUtkgxvUhnNOCgDARR8MAMi9dh1ClH5DBSIiIiJ7YPEe2ZkzZ2LWrFl47bXXzJbPmTMHM2fOxODBgy0dQhVh6pEt23ePaj7uUOhvAQDU+aHIUxig0hYgPfkavAKrWyxKIiIiImuxeI9sUlISRo0aVWj5yJEjkZSUZOnqqw7TxV6qsr1kkiRBqxGAMEDADeluxrl8k86fs1iIRERERNZk8US2U6dO2LNnT6Hle/fuxX/+8x9LV19lmKbfUijL/pJl+QbBMS8NAJDjogEAXDz7Z8UHR0RERGQDFh9a8Oijj+KFF17AkSNH0KZNGwDAwYMH8c0332DevHn44YcfzMpScQwAAKVKWfYtqofAJTEFeU7V4OwSBCARV/45ZaH4iIiIiKzL4onsM888AwD48MMP8eGHHxa5DjD+FF7UrWzJxNQjW/ZE1jGkJtTn/sFNn0bwVocASEROYgoMen259kNERERUGVl8aIHBYCjTH5PY0hgTWbW67N89vOuEyTMXeOiCkK8yAAUG3uGLiIiIqgSLJ7JFSU9Pt0W1dss4ZZZxaIGiHIlsUIM6ciKrvO2Omx75AHjBFxEREVUNFk9kFy1ahP/973/y88cffxze3t6oXr06/vyTFx6VyT1zv6ocHMq8WVBNfyh1xou98rRuuOVh7PU+f+ZoxcZHREREZAMWT2RXrFiBGjVqAADi4uKwfft2bNmyBb169cKMGTMsXX2VIIRBfqwuRyKrVimR4eIElS4bgAJuvqEAgKt/84IvIiIisn8Wv9grOTlZTmQ3b96MIUOGoEePHggNDUXr1q0tXX2VIPR3E1mVY9kTWQDI8KsJ55wUZHrUQqBHfQDXkX89HTkZ6XD28KzYQImIiIisyOI9sl5eXrhy5QoAYMuWLejWrRsA47jP8l7g9dtvv6Ffv34ICgqCJEnYtGmT2frRo0dDkiSzv549e5qVSUtLw4gRI+Du7g5PT0+MGzcOWVlZ93+AVmAQd9vJUaMp17YiOAQud8bJBuQF4JarcZzs1b9PV1yARERERDZg8UR20KBBGD58OLp3746bN2+iV69eAIBjx44hPDy8XPvKzs5G06ZNsWzZsmLL9OzZE0lJSfLfV199ZbZ+xIgROHXqFOLi4rB582b89ttvmDBhQvkPzIr0hgL5sdrJuVzbOtcKg0v2NQCAa7ozUry1AIDLpzk+mYiIiOybxYcWvPPOOwgNDcWVK1ewePFiuLq6AjDeuvbeeWTLolevXnIiXByNRoOAgIAi1505cwZbtmzB77//jpYtWwIA3n//ffTu3Rtvv/02goKCyhWPtRjkRFaCo5Njubb1qV8H+q83AgDy0hyQG+QAJAAXTh1FtwqOk4iIiMiaLJ7IqtVqTJ8+vdDyKVOmWKS+Xbt2wc/PD15eXujSpQtef/11+Pj4AAAOHDgAT09POYkFgG7dukGhUODQoUMYOHBgof1ptVpotVr5eWZmJgBAp9NBp9NZ5BjupdPpoJMTWQWUDppy1RtYPwzpd3pkM7JdEBzeBDh8DlmJScjOzISDk5MForYeU1tY47WwV2yj0rGNSsb2KR3bqGRsn9Kxje4qTxtYPJG1pp49e2LQoEEICwvDhQsX8NJLL6FXr144cOAAlEolkpOT4efnZ7aNSqWCt7c3kpOTi9znwoULMW/evELLt23bBmfn8v3Mf790BXcT2b/PnsWpey7+Ko1BAP4KA1S6LBSoXaG57ovbTqfglqvG91+shkv1EMsEbWVxcXG2DqHSYxuVjm1UMrZP6dhGJWP7lI5tBOTk5JS5bJVKZIcNGyY/btKkCSIiIlC7dm3s2rULXbt2va99zpo1C1OnTpWfZ2ZmokaNGujRowfc3d0fOObS6HQ6rFm3yvhEUqBV2zbwblm+2R62/N9ncM1OQrpnHXQJaIsvfLegfoIaXkqBbr17WyBq69HpdIiLi0P37t2hVqttHU6lxDYqHduoZGyf0rGNSsb2KR3b6C7Tr99lUaUS2X+rVasWqlWrhvPnz6Nr164ICAhAamqqWZmCggKkpaUVO65Wo9FAU8RMAWq12monmuGeHllHF9dy15sTUBMut68h3bMO1Mk6ZFRXGcfJHjuMnqpnIUlSxQdtZdZ8PewV26h0bKOSsX1KxzYqGdundGwjlOv4bXKLWmtJTEzEzZs3ERgYCACIiopCeno6jhw5IpfZuXMnDAZDpZ7TVl9gGiuigMa1/GNalTVrwvXOONmb17IR0rgZChQGaG9l4GZiQgVGSkRERGQ9Vk1ks7KykJmZafZX3u2PHz+O48ePAwDi4+Nx/PhxJCQkICsrCzNmzMDBgwdx6dIl7NixA/3790d4eDiio6MBAA0aNEDPnj0xfvx4HD58GPv27cPkyZMxbNiwSjtjAQAYTImspIDSsXyzFgCAS+1acMlOAgCkpSnRNqQ9kn2MF7BdPPp7hcVJREREZE0WT2Tj4+PRp08fuLi4wMPDA15eXvDy8oKnpye8vLzKta8//vgDkZGRiIyMBABMnToVkZGRmD17NpRKJU6cOIFHH30UdevWxbhx49CiRQvs2bPHbGjAl19+ifr166Nr167o3bs32rdvj48//rhCj7miiTtX70lQQKEp/wVm/o3qyHPJZuU5o5V3GyT65gIAzv1xoOICJSIiIrIii4+RHTlyJIQQWLlyJfz9/R9oPGanTp0ghCh2/datW0vdh7e3N9atW3ffMdiC3CMLCdCUf2hBSMNwJOm10OTdgtbRC8o0R6jrBAKntUj55yyybqXB1cu7YoMmIiIisjCLJ7J//vknjhw5gnr16lm6qqpLd3eMrHQfA8C9PZxx3NUHLtnXoHX0ws3zCWhdvwOu7d4Mv3QNzh3ch+a9+lVszEREREQWZvGhBa1atcKVK1csXU3VptcDACRIkFTl/+4hSRIyfALlC77SLqWiffX2iA/MBgD8vX93xcVKREREZCUW75H99NNPMXHiRFy9ehWNGzcuNKVCRESEpUOwf/dMvyUplfe1C11gMLwuXgUA3LiWi7a+TZEWooQ4I5B07m9kXk+Fu69fKXshIiIiqjwsnshev34dFy5cwJgxY+RlkiRBCAFJkqC/09tIxRN6PSQYe2Tvlzo0FK5/HgMA3EjTQAkl2tXrguTf9yHwpiP+2rUdbR8fXkERExEREVmexYcWjB07FpGRkThw4AAuXryI+Ph4s3+pdJJ8S9r7T2Td69eBc24KFIZ86PRqZFzPRXRINM7VuA0AOLFjC/Ryzy8RERFR5WfxHtnLly/jhx9+QHh4uKWrqrruJLIP0iNbvWlDQBjgmnUNme6huB6fhlaPtEJGTQfkntYDt9Jw8chh1GndtqKiJiIiIrIoi/fIdunSBX/++aelq6naTMMvip95rFRhtasjw8EFbreNF95dP3cZaoUancO64p/gLADA0S0/PGikRERERFZj8R7Zfv36YcqUKTh58iSaNGlS6GKvRx991NIh2D+DMYN9kDl4HdVKpHoFwjXLmMjeuJwBAOgf3h8TQzahUbw7Ek//hSunT6JGwyYPHjMRERGRhVk8kZ04cSIA4LXXXiu0jhd7ldGdRBbi/hNZAMgOCIb/nXHJ168rIIRAM99mCAoMwz810lA/wQ3713+JIXMWPlDSTERERGQNFh9aYDAYiv1jEltGhjtjZB8wt5RCw+CSfQ2S0CMv3wFZt7SQJAmP1X0MJ2pnwKAAEs/8hbP7f6uAoImIiIgsy+KJLD04yTRpwQP2yLrVCYfSUACXvCQAwI2ETABA31p9Idwc8GftdADAr2s+QXb6rQeqi4iIiMjSLD60AACys7Oxe/duJCQkID8/32zds88+a40Q7Ju4M0b2AXfjH1EfAOCakYgsp2Bc/ycRYc384KHxwLB6w7BGuwr1U72BjHT8sGQBHntlPtQaxweslYiIiMgyLJ7IHjt2DL1790ZOTg6ys7Ph7e2NGzduwNnZGX5+fkxky8LwANMV3KNWw9q4pHSA2+0rSA5og+sXb8jrRjUahXV/r8MvTa/gscNhuHbuDL557WX0/u90eAYEVkj9RERERBXJ4kMLpkyZgn79+uHWrVtwcnLCwYMHcfnyZbRo0QJvv/22pauvEiRTj+wDdsl6u2qQ5OEPtzszF6QmGSDu7LuaUzWMbjQama4F2NfmNtSOTkg6fxYbFsx+sEqJiIiILMTiiezx48cxbdo0KBQKKJVKaLVa1KhRA4sXL8ZLL71k6eqrBtMY2QceXADc9guG2+0ESEKPnDwHZKdr5XXjmoxDddfqOOucjJQefgCArFtpD1wnERERkSVYPJFVq9VQKIzV+Pn5ISEhAQDg4eGBK1euWLr6qkFUzNACANDXDIHSoIN7fiIAICU+U17npHLCgvYLoJJU2H57n7FqA2eWICIiosrJ4olsZGQkfv/9dwBAx44dMXv2bHz55Zd4/vnn0bhxY0tXXzXcyWMrYmZXp9q1AADuWZcAACn/pJqtb+7fHLNaz5InSCjQFyDxdmIF1ExERERUsSyeyC5YsACBgcaLhd544w14eXnh6aefxvXr1/Hxxx9buvqqoeI6ZFGtUT0AgEuasWc85XxqoTJD6g3Bi61fvFO3wPqz6ysuACIiIqIKYvFZC1q2bCk/9vPzw5YtWyxdZZVVET2yoRH1kCEp4J5+GQCQmqSHwSCgUJjvvWetXliOLyBBQl5BbgXUTERERFSxrHJDhIKCAmzfvh0fffQRbt++DQC4du0asrKyrFG93auoWQsAILiaO5Jdq8ElOxkqkYuCAiVuJWUXrlNx99QwGAyF1hMRERHZmsV7ZC9fvoyePXsiISEBWq0W3bt3h5ubGxYtWgStVosVK1ZYOgT7Jwo9uG8KhYS0atURfDsV3vqLSFU1QsqlTPhUd/1XubuJrF5f8MD1EhEREVU0i/fIPvfcc2jZsqU8j6zJwIEDsWPHDktXX6VUxNACANBVrwkA8My5BKDwBV/Av3pkBXtkiYiIqPKxeI/snj17sH//fjg4OJgtDw0NxdWrVy1dfdVg6oitiLEFANS1agF7AafMq4A7kHLhZqEy0j116QvYI0tERESVj8V7ZA0GA/T6wnORJiYmws3NzdLVVw3yGNmKmb7Aq2FdAIBzinEe37QbgE5r/hpJCuXd6jlGloiIiCohiyeyPXr0wLvvvis/lyQJWVlZmDNnDnr37m3p6quWCuqRrRHRAADgdDsNLtJNCCHhesJtszJmY2QN7JElIiKiysfiiezbb7+Nffv2oWHDhsjLy8Pw4cPlYQWLFi2ydPVVSkWNkQ2rUQ2pTp4AAB9xAYD5Hb4AzlpARERElZ/Fx8jWqFEDf/75J/73v//hzz//RFZWFsaNG4cRI0aYXfxFpZMq6GuHo1qJGz5B8EtMh3f+RSQ4PIKU8ylAj5p365IkY+YsAANvU0tERESVkEUTWZ1Oh/r162Pz5s0YMWIERowYYcnqqi5RgfeovSOvegiQeBqO2dcBByD5QgaEEGYXeUGSACHYI0tERESVkkWHFqjVauTl5VmyioeCgOlir4rLZFV1jBd8KW6kQAEdsrMVyEj91x287tTHHlkiIiKqjCw+RnbSpElYtGgRCjiF0wOTFBWXyHo3Nl7wpbiRgwD1WQBA4tlbRdbHWQuIiIioMrJ4Ivv777/ju+++Q82aNREdHY1BgwaZ/ZXHb7/9hn79+iEoKAiSJGHTpk1m64UQmD17NgIDA+Hk5IRu3brhn3/+MSuTlpaGESNGwN3dHZ6enhg3blzlv1XunaEFigpMZENbNIIeEhy0WgQq/gIAXP37unmhO4Ny9eyRJSIiokrI4omsp6cnBg8ejOjoaAQFBcHDw8Psrzyys7PRtGlTLFu2rMj1ixcvxv/93/9hxYoVOHToEFxcXBAdHW02vGHEiBE4deoU4uLisHnzZvz222+YMGHCAx2j5d0ZWqAspVg5hAV5I8nVFwDgLZIAAFfPpkGIu3PVmoYyCD17ZImIiKjysfisBatWraqwffXq1Qu9evUqcp0QAu+++y5eeeUV9O/fHwDw+eefw9/fH5s2bcKwYcNw5swZbNmyBb///jtatmwJAHj//ffRu3dvvP322wgKCiq0X61WC61WKz/PzDROU6XT6aDT6Srs2Ipzbx2SpKjQOm/4BSM4KxUKbR6Ukha52Rpcv5IBr0AXY4E7PcB6fYFVjvV+mOKqrPFVBmyj0rGNSsb2KR3bqGRsn9Kxje4qTxtYPJHt0qULvvvuO3h6epotz8zMxIABA7Bz584KqSc+Ph7Jycno1q2bvMzDwwOtW7fGgQMHMGzYMBw4cACenp5yEgsA3bp1g0KhwKFDhzBw4MBC+124cCHmzZtXaPm2bdvg7OxcIbGXzthLml+gw88//1xhe73hVQ0AkHpNj8Cwv5GY3xRxm/bDNcR4Aun1ekgA0m/dqtB6LSEuLs7WIVR6bKPSsY1KxvYpHduoZGyf0rGNgJycnDKXtXgiu2vXLuTn5xdanpeXhz179lRYPcnJyQAAf39/s+X+/v7yuuTkZPj5+ZmtV6lU8Pb2lsv826xZszB16lT5eWZmJmrUqIEePXrA3d29wuIvjk6nw4qv1gEAnJydKvRuaBsuZABHtkHKEKjucBKJ+U3hoQxCdO9GAIBlP3wBfX4B3N3cKu1d2HQ6HeLi4tC9e3eo1Wpbh1MpsY1KxzYqGdundGyjkrF9Ssc2usv063dZWCyRPXHihPz49OnTZomiXq/Hli1bUL16dUtVX2E0Gg00Gk2h5Wq12oon2p2LvVTKCq0zMLIxAMDl5g0EuuTjUBZw9e80SFBApVZCoVBAf6f+yv6fyrqvh31iG5WObVQytk/p2EYlY/uUjm2Ech2/xRLZZs2aQZIkSJKELl26FFrv5OSE999/v8LqCwgIAACkpKQgMDBQXp6SkoJmzZrJZVJTU822KygoQFpamrx95WS82EqprsCrvQDUiqiL60oHOOnz4eLtB5frN5Ctq4ar59IR0sjnnnlkRSl7IiIiIrI+i81aEB8fjwsXLkAIgcOHDyM+Pl7+u3r1KjIzMzF27NgKqy8sLAwBAQHYsWOHvCwzMxOHDh1CVFQUACAqKgrp6ek4cuSIXGbnzp0wGAxo3bp1hcVS4UzTb6kq9ntHsLcLEj2MCfwNbU2EaoztcvnEDQCApDCeHoLTbxEREVElZLEe2ZCQEACo0NubZmVl4fz58/Lz+Ph4HD9+HN7e3qhZsyaef/55vP7666hTpw7CwsLw6quvIigoCAMGDAAANGjQAD179sT48eOxYsUK6HQ6TJ48GcOGDStyxoLKwnRnL1UF/9QgSRLSA0OAtAQkpzogVPMHTuVGI/7EdfxnWN17EllOv0VERESVj8XnkV2zZg1++ukn+fnMmTPh6emJtm3b4vLly+Xa1x9//IHIyEhERkYCAKZOnYrIyEjMnj1b3vd///tfTJgwAa1atUJWVha2bNkCR0dHeR9ffvkl6tevj65du6J3795o3749Pv744wo4UksyDS2o+O8dIqw2ACD7Uiqq+6ZBBS2ybuUj9fJtOZGtyC8jRERERBXF4onsggUL4OTkBAA4cOAAPvjgAyxevBjVqlXDlClTyrWvTp06QQhR6G/16tUAjD2Mr732GpKTk5GXl4ft27ejbt26Zvvw9vbGunXrcPv2bWRkZGDlypVwdXWtkGO1HGOPrNrBocL37NqgHgDAMfES1HXaI8zxMADg3OHkuzdEEExkiYiIqPKx+PRbV65cQXh4OABg06ZNeOyxxzBhwgS0a9cOnTp1snT1VYQxkVQ5VnwiG3Rn5gLP9FTog9qhruMn+CfvP/jnj1RIEocWEBERUeVl8R5ZV1dX3Lx5E4DxJgLdu3cHADg6OiI3N9fS1ds94y1jTT2yjiUXvg/16tXEdSfjrYJvZfujhvMpOEqZyM3Mh6HgTo8sZy0gIiKiSsjiiWz37t3x5JNP4sknn8S5c+fkifVPnTqF0NBQS1dv9/QFBfJjjVPFJ7LeLg5I9KkBAEg8dg7K2h1Qz2kXAKDgzvcMA2ctICIiokrI4onssmXLEBUVhevXr2PDhg3w8fEBABw5cgQxMTGWrt7u5Rdo5cdqRyeL1JEbYhz6kXnyFNCgHyKcf4IEA/RaY48s2CNLRERElZDFx8h6enrigw8+KLR83rx5lq66SigouHt7X42FLkrTNGwI7NsE5YWzQL05cFc/hzDNYZyBaWgBx8gSERFR5WPxHlkA2LNnD0aOHIm2bdvi6tWrAIC1a9di79691qjeruVp8+THjs4uFqnDv2VTAIBHSiIMKlegVke0dP0fTKeH621vi9RLRERE9CAsnshu2LAB0dHRcHJywtGjR6HVGn8qz8jIwIIFCyxdvd2794I4Jwv1yNZtVBsZDi5QCgOy/z4LNI+Fr/oSHNW3AQDhV1og93Z+KXshIiIisi6LJ7Kvv/46VqxYgU8++QTqe+5M1a5dOxw9etTS1du93OzsO48UcLRQIlvD2xnx3sEAgMTDx4B6vQEXX7gqrwEAHPOd8O2iP/DHL5fw8/ITOLXnqkXiICIiIioPiyeyZ8+eRYcOHQot9/DwQHp6uqWrt3s5OVl3HimgdnK2SB0KhYTbwcY7fN06fhJQOQCRT0Ct0AEAclW3kXkjD4e+v4j4P2/g+PYrFomDiIiIqDwsnsgGBATg/PnzhZbv3bsXtWrVsnT1di//9t1E1sHFMrMWAICyXn0AgDh3zrigzTNQ3blF7bHqW9C6fy24+xrrz8vSWSwOIiIiorKyeCI7fvx4PPfcczh06BAkScK1a9fw5ZdfYvr06Xj66actXb3dy8+7M7RAslyPLAD4RDYBALhfi4fQ6QBXXyi9awIA9JIOkR3d0esp413AFErJYnEQERERlZXFp9968cUXYTAY0LVrV+Tk5KBDhw7QaDSYPn06/vvf/1q6erunzTFd7KWAwkFjsXrCm9ZDtsoRLgV5yLt4EU716kEV0AiIPwCFAdCtHwnFf1YAAPTaPMBgABRWmfSCiIiIqEgWz0QkScLLL7+MtLQ0/PXXXzh48CCuX7+O+fPnW7rqKkF3Z9YCCRKgVFqsnjqB7oj3DAIAJP/xJwBA5WAcSqAUEnSX90O5qhsAwJCvBRJ/t1gsRERERGVhtS61hIQEXLlyBU2aNIGrqyuE4N2iykKfZ7qzlwKSZLmf9DUqJW4EGccsp/5xHACgUhlnmZAMEgoCmkApGW+XqxcqIOemxWIhIiIiKguLJ7I3b95E165dUbduXfTu3RtJSUkAgHHjxmHatGmWrt7u6eQbIlh+XKrUoBEAQH/qJABAeSeRVQpA98QGKCYfAAAYoIa459a5RERERLZg8UR2ypQpUKvVSEhIgLPz3YuVhg4dii1btli6ertXkG+cIUCyQiJbrVVzAIB7YjwMWi2UKuNQBoVBgs6gg9Lt7h2+DPm8QQIRERHZlsUv9tq2bRu2bt2K4OBgs+V16tTB5cuXLV293TPkm6a6svwokAaRdXFL4wovbRZyT52G4k6PrMIgQafXQelwNwa9Lh+WG7FLREREVDqLZ0fZ2dlmPbEmaWlp0GgsdxV+VaHXmRJZy/fI1g1wxznvEADA1f2/Q3nn4jKFAHQGHRSqu6cLe2SJiIjI1iyeyP7nP//B559/Lj+XJAkGgwGLFy9G586dLV293TMUGC+wssbQArVSgczQegCAW0eOQaEydtibhhYoFBIkGAAA+vwCi8dDREREVBKLDy1YvHgxunbtij/++AP5+fmYOXMmTp06hbS0NOzbt8/S1ds9g05/55F1bkKgjmgCHPgOir9PA/27AAAUwpjIAoBCIaA3AHr2yBIREZGNWbxHtnHjxjh37hzat2+P/v37Izs7G4MGDcKxY8dQu3ZtS1dv94QVe2QBoPojzWGABNdbqZDyjDMmKAyATm9MZJUKY4+sqaeYiIiIyFYs2iOr0+nQs2dPrFixAi+//LIlq6qyDHqDVetrUq86zrj7IywzGbqkZADmPbJKhXH+Xw4tICIiIluzaI+sWq3GiRMnLFlFlSfuJLLW6pEN9XHGP37GGyPcvmCcVUKpl1BgMCauCqUxkTXomMgSERGRbVl8aMHIkSPx2WefWbqaKktYuUdWkiRk1W8KADBcugQAUOnv9siqlMZ4CuSxu0RERES2YfGLvQoKCrBy5Ups374dLVq0gIuLi9n6pUuXWjoE+2Yw3crXOj2yAODR5hFg83I4Xk8GXAKgNEjINxgv7lKpjPEU5Fs3wSYiIiL6N4snsn/99ReaNzfeMercuXNm6yTJesmZvRJ3EllrNlWzpuFIcPWDoyELgHFoQV6B8cIvtfEeCdAxkSUiIiIbs1gie/HiRYSFheHXX3+1VBUPBSH3yFpP8xBPLPetjdapxwAAKr1CTmRVamNGzUSWiIiIbM1iY2Tr1KmD69evy8+HDh2KlJQUS1VXdZl6ZK04tMDZQYX0uk2gvFO3yiAhtyDX+PjObWoL8jlGloiIiGzLYomsEOY9iT///DOys7MtVV2VZYseWQDwbNsGyjuvoargbiKrdjDetrYg3zZxEREREZlYfNYCa5o7dy4kSTL7q1+/vrw+Ly8PkyZNgo+PD1xdXTF48ODK30tso3wxokktXHLzBwA4FNwdI6vSGEej6HRMZImIiMi2LJbImhLJfy+ztEaNGiEpKUn+27t3r7xuypQp+PHHH/HNN99g9+7duHbtGgYNGmTxmB6EqWfb2pfFtQr1wp/V6gIAFAYJOQU5AACVxni1V4HOygERERER/YvFLvYSQmD06NHQaDQAjL2hEydOLDT91nfffVeh9apUKgQEBBRanpGRgc8++wzr1q1Dly5dAACrVq1CgwYNcPDgQbRp06ZC46gw1p99CwDg6eyAtEYt4f3PJUCSoLttnMFA7agGoIOugDNOEBERkW1ZLJGNjY01ez5y5EhLVWXmn3/+QVBQEBwdHREVFYWFCxeiZs2aOHLkCHQ6Hbp16yaXrV+/PmrWrIkDBw4Um8hqtVpotVr5eWZmJgDj7Xd1Oit0S94z1tgq9d2jVpvmwD/fAgB8jl6CrpMOClOPbIHC6vEUxRRDZYilsmIblY5tVDK2T+nYRiVj+5SObXRXedpAEv++KsuO/fLLL8jKykK9evWQlJSEefPm4erVq/jrr7/w448/YsyYMWZJKQA88sgj6Ny5MxYtWlTkPufOnYt58+YVWr5u3To4Oztb5DjudfmbTdDprsNR6Y/goY9avL57XcwU0P/4KSQJqJF7A5pxs5Bz3oC0fzxQx3E3cjs1A6QqNcyaiIiIbCwnJwfDhw9HRkYG3N3dSyxr8RsiWFOvXr3kxxEREWjdujVCQkKwfv16ODk53dc+Z82ahalTp8rPMzMzUaNGDfTo0aPUxq0Iy7/5HoBxfHHv3r0tXt+99AaBd35eBQeDHjWv5KBpy5Y455KHvf9cRoFwRO9uHQGNm1Vj+jedToe4uDh0794datPdGsgM26h0bKOSsX1KxzYqGdundGyju0y/fpdFlUpk/83T0xN169bF+fPn0b17d+Tn5yM9PR2enp5ymZSUlCLH1JpoNBp5nO+91Gq1dU40U4e5BKuf2GoABkdHICcbBkmBzLVfwLmLcciI1uAMxe00KF29rRpTcaz2etgxtlHp2EYlY/uUjm1UMrZP6dhG5ct3qvTvwllZWbhw4QICAwPRokULqNVq7NixQ15/9uxZJCQkICoqyoZRlo2tbufr7Gq8OE+nVOLW119DmX0LAJCZ4Ynzj8ZAn8W5gYmIiMg2qlQiO336dOzevRuXLl3C/v37MXDgQCiVSsTExMDDwwPjxo3D1KlT8euvv+LIkSMYM2YMoqKiKu+MBYDNZi0w8fL0AADE+6kg8vKQvtQ4llincIXhdhZ0iVdsExgRERE99KrU0ILExETExMTg5s2b8PX1Rfv27XHw4EH4+voCAN555x0oFAoMHjwYWq0W0dHR+PDDD20cdcnEnUzWRh2ycHFzx00Av0Yo0CjFE8or54HqgE5tvNBNf+uWbQIjIiKih16VSmS//vrrEtc7Ojpi2bJlWLZsmZUiqgCmIbI26jt3cTH2yOrUCkz4zzis8skEEgGDUgO9QoVLF6+iUeUfmUFERERVUJUaWlA12TaTdXJxBQCodQqku6owVdMUgAEAUKByxpX4JJvERURERMREtpIzDS2AwjZjCzR3ElmNTgFfDz0u3swBJONcvDqVC/S30m0SFxERERET2cruzvRbCqVtElmXO1OVOWmVeLlvKAY0C4JCVQAA0KldoL+VZpO4iIiIiJjI2glbTb/l4mmcJ9ZJq4TKIQfvDouEv7dxfrd8B3cobt6wSVxERERETGQrPeN4VKhs81K5eHkBMCayqTmpAABXD+M1glpHLzjeum6TuIiIiIiYyFZypjGyCqXSJvW7eN5NZFOykwEAbr7G29LmabzglsmhBURERGQbTGQrvTvzyCpt1CN7J5FVCgnX04wzFLgGVAMAaDVecM+7jdzsHJvERkRERA83JrKV3p0eWZVtemSVKjWULk4AgPQbKQAAVz9PAECeozHJvXr6gk1iIyIioocbE9lKTtwZI6t0UNssBldfYw9s9nXjhV1uPsbENtepGgSA1JNnbBUaERERPcSYyFZ6xh5Zpdp2N2HzDw4DAChu5SFDmwEvf2dIkgEFKhdoNZ64deaczWIjIiKihxcT2cpO2L5H1rd6CADAI1uN8+nnoVQr4OVuvClClkt16P9hIktERETWx0S2kjMNLVA7aGwWg3dQdQCA5201LqQbx8P6BDoCALJcg+B36W8YDAabxUdEREQPJyayld6dRNbRdolsQO26AADv2w44k3oKAP6fvfuOj6pK/wf+uXdaeoF0SEICCNJD3eCKSAkIi7qWtQuouCjqCqwuqAuiP0Vsa5d1UdH9ImLXVURClSZICZ0ICAQISSAhmdRp9/z+mMwkkzKTgUwjn/frmy8z956597lPbtwnJ+eeg9guiQAAfWQ6ImvK8fsujpMlIiIi72Ih6/esY2Q1QUE+iyA8JhaaiFDIQsLhAzsAAB37JAMAzkddBkWSkfv1cp/FR0RERG0TC1k/JoSArUdWGxzsszgkSULH7r0AAPKJMhRUFiCmYxiCdUZYVEEoadcDQatXwGLh8AIiIiLyHhayfsxiNtlfB4eE+zAS4PIhVwIAOhWE4Ifff4AkS7isfyQA4HSHYUg6n481737iyxCJiIiojfHdnE7kksFYY3+tCw31YSRA5wGDIWnUiKwEVq1dhjsuvwO9xvbFni2bUdyuJ87G9EH0wlewQpJw5T03ITRYB0VRUK2vRPnZYlSfK0GVvhw15VUwVFbAVFkJY1UNJCiQIABJBmSVdQUzWQJkNSRZBSGrIanVkNQqyLLK+q9KBUll/VeRgLOHTmFX0FaotVrIKhXk2jaySl37WoasVkOlVkFWqyGrZajU6tq2tdtVMlQqGSpJgixJkGXUey35NPdERETUNBayfqyystz+OiQswoeRANrgEPTNGoecH77DZbskPLd6LuaOfg79rgjHrk2V2N/jHiSc2Qzt16ux4n+rYdBqYVZpYFZpYFJpYFFpoah0UCQZkCTryF9JBiA18VXvlXWIMCRIgLDtrdtne79z76+QJR1UiIL1qAokoQBC1L4WgLBuk+D4Wqp9jdrXdf/WtoX1GNZjCYftdV/1tkmAdUiIrX39YIXDxQkJkOouG0KCdYPtbyWy9b2QJUiQIFRSbdFvbSNkGRq5GpIKgEoNqGQIWY0aXRTMmnBIKhWEJOFMUQG+/r0MKo3G+otAg18I7MW//ZcAFVQa636VWlP7S4DK+gtASDDUEREID1Ijtb1vf8EiIqK2jYWsH6soK7G/DomK9GEkVlfceDsObFqHiFI9TB/txRM/TkCIKgQh1SFQGcz4PaQCCBFNf9hS++VhmtBrodJ28fyJ/IEAYAFCygswZNuzcNZv3K8VT6tAwr/6/wWrUgZhwY29ccuglFY8OhERUcuxkPVjFaVlta9khEb4tkcWAIJCw3DH3Jew9OWngNNnEX8GAAy1X1YCEoRaB8hqCI0MoZUBrQxZI0GoAahquyDrd8DanhFTFAhFQCgKoAjrw26KUvsvAGHbVtvzqVgfiFPMFugMAmqTglOJa3E2dRsUAQgBKBaBGosRNRYzhkRchtvir4BiViAsChSzBcJigWJWYDFboFgUKGYFiqJYX1sUCIuwvlYEFEXUvhfWOIWAUGDdXhuLUCRYO3+F9V8h2WNB7XvrV22uBCAgA0KqfW/r15UhrN2z1teQ6n3J9u016mhUhSRA00kLlWKApAAqxQgIgTNBl6FKjgAsFhiqq6HTaKy9z4oCSbHU/qtYe6drX0tCgVz7r6QokOu9l4UClWKBLAT6nz+GVSmDsO+0HrcM8totSERE5ICFrB+rPl9a+0pGULjvC1nAujjCgy+/j6P7d2Lfoa0ot1QiPDwasXEd0bFDF3SI6wS12nurkJlMJixfvhyh5/Kxe+UPmNBrLK68baJDm89yP8OzvzyL9ORYdBmR5bXYPE0IgXcfXAshgKRl2xAaWTvX8EfXAsfWI+WGe4E+f7HnaOS4cdBoLu57U/LJJyh85ln0jrL+p6PCYL7YyyAiIrpgLGT9WE2lvvaVDLUP55FtSJJldOk9EF16D/R1KHa6kBAAgLG6qtG+cK11xodKU6VXY/I0SZKgDVbDUGWGsdpcV8gG1f7SY9A3/+ELpAoLAwDojNUAgPIak7PmREREHsXpt/yYoaK28JJkSBKfnHdGG2wtZA1VjQvZMI21+Co3ljfaF+i0QdbfRY3V9QYg62oL2ZrWL2TlMOsvBZoaa57La9gjS0REvsNC1o8ZKq3FgsRvk0u6UGuxWq0va7QvorawO28479WYvEEXai1kqyuMdRuDoqz/VhW3+vlUkdZcaiqsRXJJpdFZcyIiIo9iheTHTNXVta/YG+tKeEwsAEB/tqjRvqTQJABAUVURTMql9afw8HbWISflxXVzDiPKunwwSvNa/XyaJGsuVeeKIAsFp0ura1egIyIi8j4Wsn4sf8fvAAAJKh9H4v8iYuMAWAtZxeI4z1dMcAx0Kh0UoSC/It8X4XlMRHvr0sVlZ6vrNkalWv8tOdbq51PHxUHSaACLBXHV51FltOBshcH1B4mIiDyAhawfC6vtbVPL/vOgl7+KiI2DLjQUZpMRBUcPO+yTJAndorsBAHYW7vRFeB4Tk2IdUpF/uLRuY2If679F+4Hq1h1OIalU0HWz5nKk0fpLwbZjJc4+QkRE5DGctcCP3fzY37Fk6fuITuvl61D8niyr0KnvAORu/hk/L/kQf7z1LoRGRduXqb0iahAOn9qPj7ctQpQ5BImhiVCr1FBLasiS4+9zktzgfYNzSfXbSxLqP4cnN/jdUGp47HqNGz3AJzXcZl3Ny9ZWahCJJEmISAYgmVF0ogSb/3cASd0jodGqIYVnQj7/G/D5E1B63QSl5DSKjuyDWqOzX59sP1fdOequyX7m+pdq/ezAQTDkHsO4g+uRn27BD8sKEJHXCe2jQqFWyVCrZFhX9ZVhT45sO64MyX5u65zCcr3z1q7hBkl23FZ7QHuM9shtcxJDqv2/ep+z76vNX/2lhiXHbJosAiZ9Bc6fKYRGrbbGoFLVb167El3ddway1GB/g++RVD/uenHUHkdCgxjrN0TT2yTbdTWzv34s9T/Dh0WJ6FIlCQ5wc4ter0dkZCTKysoQ4YVFCmxzgI5rhTlAL0X181N25jSWPDEDZhMfQLq0tKQIa602Pjp3/ULT9p/kFhWfvrumxi08FUtrfKZ1ztWyI9haiSa2Xfi5L5zz47T8mhqWChd6TQ3zcnHH1apSoFN3bmKPgCQAlf1X8paUOg3a1C+Pan9hlhqVTO4ft+krdHUcx/09Ty6Gzuw4M02xHIMqORSiqTNIjV44Hr1BJ4F1W91nTiZ2wao/3oQ/do3BIyO7uoj14rlTa7FHli4ZMSmdcMu8Bdj69WcoOn4UNRUVUCwWKBaz/YEkRdQuIyYEBJrobeWDdX7oAv4HKNA0Fb6fX5Kfh+cRbfGa/Z1RlQoRnOzrMLxOlEqQaho8D4JCj53vjEWDbcdLkBjlf0Md22wh+/bbb+Oll15CQUEB+vbtizfffBODBw/2dVh0kRI6d8V1f3/SY8d3+ANGg9/M7UVyE22FbXndui0QqL8fDu9rN7S4re3YdduFva3JZMLq1asxcuRIqFWODw7WtRYO19Qw1vrXVrfcbr1tsC7baz+orZH9M0pdy3rnsJ/HHj9qjyPs16WIev+xFoCofZhP2N47HE9xOBaENXZRP58CUFDXDkLAbDJjV85uZPTrC1klW5dIrp8kRbHnSMC2/LBi3y/qn9N2PbXx2z4nKQ2+O41itZ7HMW/1vxe1x7NfOOy/kNn/rff9sOVEEgrqfwRCcogdtbHUO6vDPQUAFkXgxPFjSE1JtebHds4Gx6kfq7U7p959Yb/O+u9FXQ4EYF+z2iFX9X8W6iXG/o+ozU39C6p3Gvtt2fBnV6De6VH/3qxrVv8zDnvq5cD2UkHxuXNoHxMDh15Zh3tDqvfNrv9zV/+wom5Po+3142hwjzYKr95/N+xda0qjNrWX0cS1OfYs2/9/ozAantwxRlsTIQQqKysQGhrWZHdB3c9QbXeCw39DpMa5qn2h1hmgCd7U4BjWTolgWYtYVZRjYPbDNOgNbiLHDe7cJi+17gZotMO+W2q82bGN7Z2ioOT8eURHtbOOZKq7zRp3utwxCibJ4nDAqtBUmHTtmginQfwNfjikhpvrvbFtSo1uj3e690JiJAtZv7Bs2TLMmDEDCxcuxJAhQ/Daa69hzJgxyM3NRVxcnK/DIz/mMNawwZ9+VX767KTJZEKQNhSR4e04PKUZJpMJeYXl6DXgSuaoCbYhPKM4xKlZHAbmHPPjmi1Hw5gjt/jn//J62KuvvoopU6Zg8uTJ6NGjBxYuXIiQkBB88MEHvg6NiIiIiFqozfXIGo1G7NixA7Nnz7Zvk2UZo0aNwpYtWxq1NxgMMBjq5snU662Dq00mE0wmz0+ubzuHN84ViJgf15gj15gj55gf15gj55gf15ijOu7koM3NWpCfn48OHTpg8+bNyMzMtG9//PHHsX79emzdutWh/dNPP4158+Y1Os4nn3yCkJAQj8dLRERE1JZUVVXh9ttv56wFrWH27NmYMWOG/b1er0dycjKysrK8Nv1WdnY2Ro8ezTEzTWB+XGOOXGOOnGN+XGOOnGN+XGOO6tj++t0Sba6QjYmJgUqlQmGh4zQVhYWFSEhIaNRep9NBp9M12q7RaLx6o3n7fIGG+XGNOXKNOXKO+XGNOXKO+XGNOYJb19/mHvbSarUYMGAAVq9ebd+mKApWr17tMNSAiIiIiPxbm+uRBYAZM2Zg4sSJGDhwIAYPHozXXnsNlZWVmDx5sq9DIyIiIqIWapOF7C233IKzZ89izpw5KCgoQL9+/bBixQrEx8f7OjQiIiIiaqE2WcgCwEMPPYSHHnrI7c/ZJnlwZyDyxTCZTKiqqoJer2/zY2aawvy4xhy5xhw5x/y4xhw5x/y4xhzVsdVYLZlYq80WsheqvLwcAJCc3PbWdiYiIiLylvLyckRGRjpt0+bmkb1YiqIgPz8f4eHhjsuVeohtuq+TJ096ZbqvQMP8uMYcucYcOcf8uMYcOcf8uMYc1RFCoLy8HElJSZBl5/MSsEfWTbIso2PHjl4/b0RERJu/sZ1hflxjjlxjjpxjflxjjpxjflxjjqxc9cTatLnpt4iIiIjo0sBCloiIiIgCEgtZP6fT6TB37twmVxcj5qclmCPXmCPnmB/XmCPnmB/XmKMLw4e9iIiIiCggsUeWiIiIiAISC1kiIiIiCkgsZImIiIgoILGQJSIiIqKAxEKWiIiIiAISC1k/9vbbb6NTp04ICgrCkCFDsG3bNl+H5DNPP/00JEly+Orevbt9f01NDaZNm4b27dsjLCwMN954IwoLC30YsWf9/PPPmDBhApKSkiBJEr755huH/UIIzJkzB4mJiQgODsaoUaNw+PBhhzYlJSW44447EBERgaioKNx7772oqKjw4lV4lqscTZo0qdE9NXbsWIc2l3KO5s+fj0GDBiE8PBxxcXG4/vrrkZub69CmJT9XeXl5GD9+PEJCQhAXF4fHHnsMZrPZm5fiMS3J0fDhwxvdR1OnTnVoc6nm6N1330WfPn3sK1FlZmbixx9/tO9v6/cP4DpHbfn+aS0sZP3UsmXLMGPGDMydOxc7d+5E3759MWbMGBQVFfk6NJ/p2bMnzpw5Y//auHGjfd/06dPxv//9D59//jnWr1+P/Px83HDDDT6M1rMqKyvRt29fvP32203uf/HFF/HGG29g4cKF2Lp1K0JDQzFmzBjU1NTY29xxxx3Yv38/srOz8f333+Pnn3/G/fff761L8DhXOQKAsWPHOtxTS5cuddh/Kedo/fr1mDZtGn755RdkZ2fDZDIhKysLlZWV9jaufq4sFgvGjx8Po9GIzZs346OPPsLixYsxZ84cX1xSq2tJjgBgypQpDvfRiy++aN93KeeoY8eOeOGFF7Bjxw5s374dI0aMwHXXXYf9+/cD4P0DuM4R0Hbvn1YjyC8NHjxYTJs2zf7eYrGIpKQkMX/+fB9G5Ttz584Vffv2bXJfaWmp0Gg04vPPP7dvO3jwoAAgtmzZ4qUIfQeA+Prrr+3vFUURCQkJ4qWXXrJvKy0tFTqdTixdulQIIcSBAwcEAPHrr7/a2/z4449CkiRx+vRpr8XuLQ1zJIQQEydOFNddd12zn2lrOSoqKhIAxPr164UQLfu5Wr58uZBlWRQUFNjbvPvuuyIiIkIYDAbvXoAXNMyREEJcddVV4m9/+1uzn2lrOYqOjhaLFi3i/eOELUdC8P5pDeyR9UNGoxE7duzAqFGj7NtkWcaoUaOwZcsWH0bmW4cPH0ZSUhLS09Nxxx13IC8vDwCwY8cOmEwmh3x1794dKSkpbTJfx44dQ0FBgUM+IiMjMWTIEHs+tmzZgqioKAwcONDeZtSoUZBlGVu3bvV6zL6ybt06xMXFoVu3bnjggQdQXFxs39fWclRWVgYAaNeuHYCW/Vxt2bIFvXv3Rnx8vL3NmDFjoNfrHXqcLhUNc2SzZMkSxMTEoFevXpg9ezaqqqrs+9pKjiwWCz799FNUVlYiMzOT908TGubIhvfPxVH7OgBq7Ny5c7BYLA43LgDEx8fj0KFDPorKt4YMGYLFixejW7duOHPmDObNm4crr7wS+/btQ0FBAbRaLaKiohw+Ex8fj4KCAt8E7EO2a27q/rHtKygoQFxcnMN+tVqNdu3atZmcjR07FjfccAPS0tJw9OhRPPHEE7jmmmuwZcsWqFSqNpUjRVHw6KOP4oorrkCvXr0AoEU/VwUFBU3eZ7Z9l5KmcgQAt99+O1JTU5GUlIQ9e/bgH//4B3Jzc/HVV18BuPRztHfvXmRmZqKmpgZhYWH4+uuv0aNHD+Tk5PD+qdVcjgDeP62BhSwFhGuuucb+uk+fPhgyZAhSU1Px2WefITg42IeRUaC69dZb7a979+6NPn36oHPnzli3bh1Gjhzpw8i8b9q0adi3b5/DuHNy1FyO6o+Z7t27NxITEzFy5EgcPXoUnTt39naYXtetWzfk5OSgrKwMX3zxBSZOnIj169f7Oiy/0lyOevTo0ebvn9bAoQV+KCYmBiqVqtHTnYWFhUhISPBRVP4lKioKl112GY4cOYKEhAQYjUaUlpY6tGmr+bJds7P7JyEhodGDg2azGSUlJW0yZwCQnp6OmJgYHDlyBEDbydFDDz2E77//HmvXrkXHjh3t21vyc5WQkNDkfWbbd6loLkdNGTJkCAA43EeXco60Wi26dOmCAQMGYP78+ejbty9ef/113j/1NJejprS1+6c1sJD1Q1qtFgMGDMDq1avt2xRFwerVqx3G1bRlFRUVOHr0KBITEzFgwABoNBqHfOXm5iIvL69N5istLQ0JCQkO+dDr9di6das9H5mZmSgtLcWOHTvsbdasWQNFUez/IW1rTp06heLiYiQmJgK49HMkhMBDDz2Er7/+GmvWrEFaWprD/pb8XGVmZmLv3r0OBX92djYiIiLsfzoNZK5y1JScnBwAcLiPLuUcNaQoCgwGA+8fJ2w5akpbv38uiK+fNqOmffrpp0Kn04nFixeLAwcOiPvvv19ERUU5PLnYlsycOVOsW7dOHDt2TGzatEmMGjVKxMTEiKKiIiGEEFOnThUpKSlizZo1Yvv27SIzM1NkZmb6OGrPKS8vF7t27RK7du0SAMSrr74qdu3aJU6cOCGEEOKFF14QUVFR4ttvvxV79uwR1113nUhLSxPV1dX2Y4wdO1ZkZGSIrVu3io0bN4quXbuK2267zVeX1Oqc5ai8vFz8/e9/F1u2bBHHjh0Tq1atEv379xddu3YVNTU19mNcyjl64IEHRGRkpFi3bp04c+aM/auqqsrextXPldlsFr169RJZWVkiJydHrFixQsTGxorZs2f74pJanascHTlyRDzzzDNi+/bt4tixY+Lbb78V6enpYtiwYfZjXMo5mjVrlli/fr04duyY2LNnj5g1a5aQJEmsXLlSCMH7RwjnOWrr909rYSHrx958802RkpIitFqtGDx4sPjll198HZLP3HLLLSIxMVFotVrRoUMHccstt4gjR47Y91dXV4sHH3xQREdHi5CQEPHnP/9ZnDlzxocRe9batWsFgEZfEydOFEJYp+D65z//KeLj44VOpxMjR44Uubm5DscoLi4Wt912mwgLCxMRERFi8uTJory83AdX4xnOclRVVSWysrJEbGys0Gg0IjU1VUyZMqXRL4qXco6ayg0A8eGHH9rbtOTn6vjx4+Kaa64RwcHBIiYmRsycOVOYTCYvX41nuMpRXl6eGDZsmGjXrp3Q6XSiS5cu4rHHHhNlZWUOx7lUc3TPPfeI1NRUodVqRWxsrBg5cqS9iBWC948QznPU1u+f1iIJIYT3+n+JiIiIiFoHx8gSERERUUBiIUtEREREAYmFLBEREREFJBayRERERBSQWMgSERERUUBiIUtEREREAYmFLBEREREFJBayRERERBSQWMgSEfmhSZMm4frrr/fZ+e+66y48//zzLWp766234pVXXvFwREREjXFlLyIiL5Mkyen+uXPnYvr06RBCICoqyjtB1bN7926MGDECJ06cQFhYmMv2+/btw7Bhw3Ds2DFERkZ6IUIiIisWskREXlZQUGB/vWzZMsyZMwe5ubn2bWFhYS0qID3lvvvug1qtxsKFC1v8mUGDBmHSpEmYNm2aByMjInLEoQVERF6WkJBg/4qMjIQkSQ7bwsLCGg0tGD58OB5++GE8+uijiI6ORnx8PP7zn/+gsrISkydPRnh4OLp06YIff/zR4Vz79u3DNddcg7CwMMTHx+Ouu+7CuXPnmo3NYrHgiy++wIQJExy2v/POO+jatSuCgoIQHx+Pm266yWH/hAkT8Omnn158coiI3MBClogoQHz00UeIiYnBtm3b8PDDD+OBBx7AzTffjKFDh2Lnzp3IysrCXXfdhaqqKgBAaWkpRowYgYyMDGzfvh0rVqxAYWEh/vKXvzR7jj179qCsrAwDBw60b9u+fTseeeQRPPPMM8jNzcWKFSswbNgwh88NHjwY27Ztg8Fg8MzFExE1gYUsEVGA6Nu3L5566il07doVs2fPRlBQEGJiYjBlyhR07doVc+bMQXFxMfbs2QMAeOutt5CRkYHnn38e3bt3R0ZGBj744AOsXbsWv/32W5PnOHHiBFQqFeLi4uzb8vLyEBoaij/96U9ITU1FRkYGHnnkEYfPJSUlwWg0OgybICLyNBayREQBok+fPvbXKpUK7du3R+/eve3b4uPjAQBFRUUArA9trV271j7mNiwsDN27dwcAHD16tMlzVFdXQ6fTOTyQNnr0aKSmpiI9PR133XUXlixZYu/1tQkODgaARtuJiDyJhSwRUYDQaDQO7yVJcthmKz4VRQEAVFRUYMKECcjJyXH4Onz4cKOhATYxMTGoqqqC0Wi0bwsPD8fOnTuxdOlSJCYmYs6cOejbty9KS0vtbUpKSgAAsbGxrXKtREQtwUKWiOgS1b9/f+zfvx+dOnVCly5dHL5CQ0Ob/Ey/fv0AAAcOHHDYrlarMWrUKLz44ovYs2cPjh8/jjVr1tj379u3Dx07dkRMTIzHroeIqCEWskREl6hp06ahpKQEt912G3799VccPXoUP/30EyZPngyLxdLkZ2JjY9G/f39s3LjRvu3777/HG2+8gZycHJw4cQIff/wxFEVBt27d7G02bNiArKwsj18TEVF9LGSJiC5RSUlJ2LRpEywWC7KystC7d288+uijiIqKgiw3/5//++67D0uWLLG/j4qKwldffYURI0bg8ssvx8KFC7F06VL07NkTAFBTU4NvvvkGU6ZM8fg1ERHVxwURiIjIQXV1Nbp164Zly5YhMzPTZft3330XX3/9NVauXOmF6IiI6rBHloiIHAQHB+Pjjz92unBCfRqNBm+++aaHoyIiaow9skREREQUkNgjS0REREQBiYUsEREREQUkFrJEREREFJBYyBIRERFRQGIhS0REREQBiYUsEREREQUkFrJEREREFJBYyBIRERFRQGIhS0REREQBiYUsEREREQUkFrJEREREFJBYyBIRERFRQFL7OoBAoygK8vPzER4eDkmSfB0OERER0SVFCIHy8nIkJSVBlp33ubKQdVN+fj6Sk5N9HQYRERHRJe3kyZPo2LGj0zYsZN0UHh4OwJrciIgIj5/PZDJh5cqVyMrKgkaj8fj5Ag3z4xpz5Bpz5Bzz4xpz5Bzz4xpzVEev1yM5OdlecznDQtZNtuEEERERXitkQ0JCEBER0eZv7KYwP64xR64xR84xP64xR84xP64xR421ZAgnH/YiIiIiooDEQpaIiIiIAhILWSIiIiIKSCxkiYiIiCggsZAlIiIiooDEQpaIiIiIAlKbLWTffvttdOrUCUFBQRgyZAi2bdvm65CIiIiIyA1tspBdtmwZZsyYgblz52Lnzp3o27cvxowZg6KiIl+HRkREREQtJAkhhK+D8LYhQ4Zg0KBBeOuttwAAiqIgOTkZDz/8MGbNmuX0s3q9HpGRkSgrK/PaggjLly/HuHHj2uQEyUIImAwWGKrMMFabYao2wVJTDYuhGpaaahirqpC7fy+6dEqFsaIUpSUFMNTUwGwyQrGYIRQBoSgwKmaUm6thsFgghAKLotSewH4i2DcI63tJCECxfklCQAhR2662je3Dou5zEgQAMwATJFgAKAAEhAQISYKQJECSAdS+BgA0mPC5ifmfm5sSWpFkWOQwKHIQoNIAKjVkWYYECyTFWBuXgMlohFarqT3SBfzI1/+IRYG6xgLJokBYhO0UzR5Xqp+mC9T09btxROG6tRACcgsm377gGFpwBKne1os+cqv+l11ACMCanvo5apiv5vY5thNOj9H0+S9kV+treLKGsYsmtl3IcX3A3RAkNz/goUvUqCKhVbVv8nwayAgRKs+c2EMURUCWpSZuI8cNqRWroRFVDtvOaVNQoYn2SFznE1KRmzkW/ZIjccugFI+coz53aq02t7KX0WjEjh07MHv2bPs2WZYxatQobNmypVF7g8EAg8Fgf6/X6wFYC0yTyeTxeG3n8Ma5PKWmsgL5p47i4IkcnDjzG6pKz0OptEDWK1CXmyHXCEgWQFIA6w+r9cv63z1b4VVbEEIAQqndZrH+KxQc3qLUvm+LKhz+E1dbajuQYS2vW0trHouI6EJZ1MmwBA1tcl81AL13w/GatN3fQltT4rAtCec8dr4tCT2xVNUDFTUJuKFfosfOY+NOzdPmCtlz587BYrEgPj7eYXt8fDwOHTrUqP38+fMxb968RttXrlyJkJAQj8XZUHZ2ttfOdbFMlRWoyj+JijN5qCwugFxtdNivbeIzTRVfF0ItwqBCECTIkITcZN9Ic/0l9vNLtUW0/d96PUi1PXb2Itt+sHqFt6SGkNQQkgpAa/cGNI5eggVqUzlkxQJZsdTb3oJuyAtkUQGWJnsNHAK7gNNfSG+WJ7Q8jqZatlra3UqHN3LXsEe/6deSk33Nv/Ylf7nvGpAa/op60QdshWO0xultLy7+mlRSCdSmVU3u0wgZYYq3/5LpnXta36M9KhHmsK1QnQS9HOmR85VGtce4ZAviDKexfPkpj5yjvqqqKteNarW5QtZds2fPxowZM+zv9Xo9kpOTkZWV5bWhBdnZ2Rg9erTfDy3QnyvCtq+W4eiGtbCNWLEPwpZCIcnhkOQwSHIoAC00FhM0FgPUqIEMI6C2ABoBBMmATgVJK0MOUkEO0UIdGgR1UAgkTRAkbTDU2mDIGg0kWcaRI7+jV89eCA4NhS4iHGqVGiqVGiqVCiq1BmpZBY1Gi4igKKjVKuuf3mv/9TQhBIQiYDELKBbF+q/JAovJDGExARYToNT+azZCCMchD3XDGWo3KqL2Vd328CgZWttvB5IMIesg1OEwCS2M1TWorqrBxk2bkTFgEFSyZB9uIRQFQggoFgEoFggBCMVi3S/L1qEQsgoqlQqyWgWVWgVZrYZKq4GqXTvoNCq0D23q15LAE0g/Z77A/LjGHDnH/LjGHNWx/fW7JdpcIRsTEwOVSoXCwkKH7YWFhUhISGjUXqfTQafTNdqu0Wi8eqN5+3zuEEJg//rVWP3BuzDXDsMojK6BRZeA1IoRkNWJkCQdgqsKkVC6E3FBu1DZMRzqK8ci9Q/XoENCPCS3xyZamUwmmJYvx5VXt80xxM7Y7lqTyYSgwweR1vsy5sgFf/458wfMj2vMkXPMj2vMEdy6/jZXyGq1WgwYMACrV6/G9ddfD8D6sNfq1avx0EMP+Ta4ACQUBavefwd7Vq0AAJxtb0JOeiWGFN2NOH0XQANElh7BZef/h6hOR/D7nx5F13HPIDIs2MeRExERUaBrc4UsAMyYMQMTJ07EwIEDMXjwYLz22muorKzE5MmTfR1aQBGKguxFb2Pv6p8AScKebnoc7GDCLbkzEVQZDdliRNffv0BG4g/4efxtSLt7KcZGhbk+MBEREVELtMlC9pZbbsHZs2cxZ84cFBQUoF+/flixYkWjB8B8TZjN2Lqp6UHs/mDzF0uxd/VPkCQJW/uX47eYctzx22wEVUZDZziP/gffQKdBh7Fm6LO48dZ7L3j4ABEREVFT2mQhCwAPPfSQ3w8l+OzFBTi1eyuCguKBceN8HY6DE3tz8MtXnwIAjmcG4UDUcdxwahqCS9tDY6rAgL3/Quehh7Fi2Gv4y023+ThaIiIiuhS1yZW9AkXR/qMAFBgNVfCndStMNTVY8e5rgBBQ90vB2qhDuLxsEOJOXgYIBb32/QddB/yGr7s+gJtvvNXX4RIREdElioWsH0vOygAACCjQ/37Cx9HU2frN56goPoewmBh8mrQdsqLCiJO3AwBSTq5Cetxu7EjshWsm/oPDCYiIiMhjWMj6sXaJ7QAAAmbkb93l42isqvRl2PHDNwCA4sx2qEA1RlXeDEu5DJ3hPLrkf4+wXgaUj5iPuAjOTEBERESew0LWjwVH1S64ICw4f+Cwb4OplfPTDzAbDYhOScHnlrWQFRW6HbMuD9jp+I+I61aC78L/hGv+ONjHkRIREdGljoWsHwuxrxxmgfFkvk9jAQCL2Yzd2csBACV9wmCGGaPFn2GqFNAZziPp7Cbo0i2IGvEoVDKHFBAREZFnsZD1Y7qwdrWvLJCLi30aCwCc2LsLVWWlCI6IxDfyJgBA73NXAgASCrYiOrUS3wddjZEDe/gyTCIiImojWMj6saCgcPtrVUW1DyOxOrRxPQAgpHcnlJn1SFN3ReUx677Egl8Q2aka1b1uh06t8mGURERE1FawkPVjOl39h6VUEEajz2IRioJju3cCAA7FlgAARkrXQQggXH8c4aIAx9olIPOK4T6LkYiIiNoWFrJ+TKPRwTZ7rEkTBPP58z6L5WzecdSU66HW6bDa9CsAIOl8VwBA+5IDCI03YH3wSHSLD3d2GCIiIqJWw0LWj2lVWkCyfotMKh3M5875LJa8fbsBAKFpHVAjDOgQ2gH63y0ArIVsSKwRqm5jOG8sEREReQ0LWT+mkTVQbIWsWouKwrM+i+XUwX0AgPPx1j7ioWHDUVNpgqyYEF6eh/LYEHTtkeGz+IiIiKjtYSHrx9SyGqK2g9Ok1qGiuNRnsRQd/x0AcEBzCgBwubk/ACCs/CQ0GiM2hPbBgE7tfRYfERERtT0sZP2YJElQaudjNau1qDqv90kc1RXlKD9n7Q3eLR0FAERXJAIAIsrzoIsy43jkYEQGa3wSHxEREbVNLGT9nFL7HTKrNKgp800he/a4dY4tXbsomDQCqRGpqDmnAABCK89AF2mCLnWQT2IjIiKitouFrJ8TtkJW1sCoL/dJDOfPnLbG0E4HAOjRvgfOF1QCAEKqCmCMUKNDalefxEZERERtFwtZP2eRrQ9XmVVqmMsrfBJDWVGB9d9gAwCgR2RP6ItrAAChVYU4EZaIbokRzX6eiIiIyBNYyPo5RWUtZC0qFZRK3xSypYVnAABFGuvQhg6WNEAAanMVNKZy/BbSkfPHEhERkdexkPVziso6FtUiqyAqK30SQ1lhIQDgpMo6j220OQ4AEFRdDAkC+VFdEapT+yQ2IiIiartYyPo5Udsjq8gyUFXlkxj054oAAOd1NdDKWuhqwgAAOmMpVEEKqttf5pO4iIiIqG27ZArZ48eP495770VaWhqCg4PRuXNnzJ07F0aj0aGNJEmNvn755RcfRu6coqkdWiDLkKq9X8hazCbUVFgfMqsOsiAlIgXVZdac6gxl0IRYIMeykCUiIiLvu2T+Hnzo0CEoioJ///vf6NKlC/bt24cpU6agsrISL7/8skPbVatWoWfPnvb37dv770T+iloBoAJggWQwe/38VWVl1heSBINGQaeITqg8ZX3oS2cohQiRkBAb4/W4iIiIiC6ZQnbs2LEYO3as/X16ejpyc3Px7rvvNipk27dvj4SEBG+HeGHUtUt7CQsko+L101eVlVpPH6IBJCA5IhkVpbYe2VJUh+mQ3C7E63ERERERXTKFbFPKysrQrl27RtuvvfZa1NTU4LLLLsPjjz+Oa6+9ttljGAwGGAwG+3u93vrkvslkgslkav2gGxAqayErYIHKYvHKOevTF1sf8DIFWeOI1cWissw69ZbOWAa9LhTtQ9Rej8vGdl5fnT8QMEeuMUfOMT+uMUfOMT+uMUd13MnBJVvIHjlyBG+++aZDb2xYWBheeeUVXHHFFZBlGV9++SWuv/56fPPNN80Ws/Pnz8e8efMabV+5ciVCQjzfE2lSLADUgDBDbVGw/PvvAdl7Q5v1R3MBAOWytXg9efAk2p1LBCBDY6pAsTYcp3b+guKDXgupSdnZ2b4NIAAwR64xR84xP64xR84xP64xR0CVGw+3S0II4cFYLtqsWbOwYMECp20OHjyI7t2729+fPn0aV111FYYPH45FixY5/ezdd9+NY8eOYcOGDU3ub6pHNjk5GefOnUNEhOcXAZgz/2bE7DdDpeuLIYdykPHjx1B54bw227/7Eps/+z+cTrUgu+cpLM5ajB0vVMBksOAPW5/Gnj5xuO6t/yI8yDe/E5lMJmRnZ2P06NHQaDQ+icHfMUeuMUfOMT+uMUfOMT+uMUd19Ho9YmJiUFZW5rLW8vse2ZkzZ2LSpElO26Snp9tf5+fn4+qrr8bQoUPx3nvvuTz+kCFDnP72o9PpoNPpGm3XaDReudEkjQaAGRAWKCoNVDU10Hjx4TRj7UwJerkaAJAYmgSTwdr9qjFVoTgoBtFhQZAkyWsxNcVb349Axhy5xhw5x/y4xhw5x/y4xhzBrev3+0I2NjYWsbGxLWp7+vRpXH311RgwYAA+/PBDyC34E3xOTg4SExMvNkyPkTTWb5GABYqsgaWiEt68vW2FbLTehBs3Kaja/QaA0QCsK3tVRcb5vIglIiKitsnvC9mWOn36NIYPH47U1FS8/PLLOHv2rH2fbYaCjz76CFqtFhkZGQCAr776Ch988IHL4Qe+JNt+KxFmWGQtlNo5XT3NfP489MuXo2T1agDA1XssSDunoDR4MzBkNNTmKqi1Fujj07wSDxEREVFDl0whm52djSNHjuDIkSPo2LGjw776w4CfffZZnDhxAmq1Gt27d8eyZctw0003eTvcFrMXsrBAUWlhKNXDk4+YmfLzUbxoEUq/+BLCaIQhLQGICEWVTsHO/hEYMOheIBcIUleg858KYY7q4MFoiIiIiJp3yRSykyZNcjmWduLEiZg4caJ3AmolKm3t+FxhgUXWoKa0zCPnUaqrce7f/0bx+x8AtdNeBPXoASkuDDhfjMWjJbTv2x1XdBwH5O5BkLocKq2AOrTx9GZERERE3nDJLFF7qZLVtjGyZiiyBtUeKGSrtm/H7xOuRfHCfwMmE0KGDEHKRx+h05dfQAkPBwAYNQoidZEwVFlXFwuSK1AqQhEWEtzq8RARERG1xCXTI3upchgjqwqBsbT1xsgKRUHxe//B2TfeABQF6oQEJDz1JMJGjrQ/wGWoqgQAGNXWQtZksAAANFI1ikUEokLa9pOVRERE5DssZP2cuv4YWVkDY+3KYhdLMRiQ//g/UP7TTwCAyOuuRcKcOZBDQx3aGWsnJTapFUTpomA6bytkDShBOKKCWcgSERGRb7CQ9XMqe4+stZA1t0Iha9HrcerBaajavh2SRoOEp+ci8oYbGk2jJYSAsdo6f6xJoyDvrED2gTMIBaCWalAmQhHJHlkiIiLyEY6R9XMqjRaAbYysFspFFrKWikrkTZmCqu3bIYeFIfk//0HUjTc2ORfsvhPFEEIBAJhUAst367E3rxSAtUe2EsHonuC9VcaIiIiI6mOPrJ9TqzWwANZZC1QaiPKKCz6WYjDg1LRpqNm9B6rISKR8tBhB9Zb2Bay9sOtyz+Ld9Uex+0g+7q/dbpEF0tvHoB8igeNVUEtGjOrXBaGJLGSJiIjIN1jI+jm1VgcDAOsYWS1QcWE9suaSEpx65BFUb98BOTQUyYv+06iIPVJUjnn/O4ANh88BACIl63hYRQKEDDx1TQZMayNx8HgV1FINQsM5hywRERH5DocW+Dl17dAC68peGsiV7vfI1uT+huM33WwtYsPCkLzwXQT37m3fb1EE/vPz7xj3+kZsOHwOWpWMKVem4YspgwAAisraLkQTArPROtRAIxkAXfjFXRwRERHRRWCPrJ/T2ApZWGBRqaFys5AtX7MW+X//O5SqKmhSU5D8zjvQde5s36+vMeGRpbuwLte6pO/V3WIx79peSGkfgrN5x61nVllXRgtRh6DAYF0sQc1CloiIiHyMhayfU2u19teKpIK6uhJCiCYfzmqo5OOPUTj/BUAIhPzhD+j42r+gioqy7z9+rhL3fvQrjp6tRJBGxtwJPXHroGT7sc1G66AGs2zthQ1WB8NsrLHGJRkAbVhrXSYRERGR21jI+jmtNsj+2iyroLKYIaqrIYWEOP3cuX+/h7P/+hcAIOovf0HCP5+CpKmbKutIUTlu+89WnC03IDEyCP+5eyB6dYh0OIbZaAQAmGoLWevQgmIAHFpAREREvsdC1s/Zx8gCUGTrkGZLeTlkJ4Vs6Zdf2ovYmEceRswDDzj04P5WWI7b3vsFxZVGdE8Ix8f3DkZceFCj49gKWYuqtpBVh8Bssj4AxqEFRERE5Gt82MvPaVVaWCTrGFWLrZAtK2u2vVJdjaLXXgMAxDz4IGIffNChiC3U12DiB9tQXGlEz6QILJ3yhyaLWKDe0ILaMbLB6mD7ErUsZImIiMjXWMj6ObWshlL7XbKorC+cLYpQ+tlnsJw9B03HjoiZ+leHfZUGM+5Z/CvOlNWgc2woltw3BNGh2maOVK9HVhbQqXRQySpYTNbeWY6RJSIiIl9jIevnNLIGltrvklLbs2rRlzfZVigKSpZ8AgBoP2UKpHoPilUazJjy8Xbsz9ejfagWH04ajKiQ5otYoP7QAoEQtXUog8VsLWRVMAPa0Au/MCIiIqKL5PYYWYPBgK1bt+LEiROoqqpCbGwsMjIykJaW5on42jy1rLZOf2WS6hWyTQ8tqNy4Eaa8PMgREYic8Cf79rIqEyYt3oZdeaUI1aqwaOJApLR3/rAYUDe0wCILhGis7RWzdZiBSjID6qaHJBARERF5Q4sL2U2bNuH111/H//73P5hMJkRGRiI4OBglJSUwGAxIT0/H/fffj6lTpyI8nGMnW4u1R1aBtfNcQJHkZocWlCxZAgCIuuEG+8NgxRUG3PX+Nhw4o0dksAYf3TMY/ZKjWnRuxWIdD2uRreNjAcBisfbIyjABat2FXxgRERHRRWrR0IJrr70Wt9xyCzp16oSVK1eivLwcxcXFOHXqFKqqqnD48GE89dRTWL16NS677DJkZ2d7Ou42Qy2rYZGtvaACFiiypsmhBcZTp1H58wYAQPRttwIAisprcOt7v+DAGT1iwrT49P4/tLiIBQCL2QwAUCRhL2TZI0tERET+okU9suPHj8eXX34JTb15SOtLT09Heno6Jk6ciAMHDuDMmTOtGmRbppE1MNdOfwVhhiJrYCotbdRO/7/v7AsfaFNTcb7SiNve+wVHz1YiISIIS6YMQedY9x7OUmyFbO3DXkIRUBRrIStLZvbIEhERkU+1qEf2r3/9a7NFbEM9evTAyJEjLyqoC9WpUydIkuTw9cILLzi02bNnD6688koEBQUhOTkZL774ok9iban6PbKABRZZC2Op4xhZIQTKvvkWABB5/XWoMVlw38fbcfRsJRIjg7Dsr39wu4gFAEvt0AJFqp0GrHZYAQCo1GqgBauLEREREXmK2w97nTx5EpIkoWPHjgCAbdu24ZNPPkGPHj1w//33t3qA7nrmmWcwZcoU+/v643X1ej2ysrIwatQoLFy4EHv37sU999yDqKgov4i9KRpZY33YC7D2yKo0MJU5jpGt2b0bxhMnIAUHI2L0aDzz4yHsOHEeEUFqfHTPYKS2v7DZBRSzyfqvLBAsa+3DCgBAVqsu7IKIiIiIWonb02/dfvvtWLt2LQCgoKAAo0ePxrZt2/Dkk0/imWeeafUA3RUeHo6EhAT7V2hoXRG3ZMkSGI1GfPDBB+jZsyduvfVWPPLII3j11Vd9GLFzakkNpcEYWXODBRHKvvsOABA+ehTOWlT4ZGseAOCN2zJwWfyFP3hn75GVBTQqjUOPrKzhonBERETkW25XI/v27cPgwYMBAJ999hl69eqFTZs2YeXKlZg6dSrmzJnT6kG644UXXsCzzz6LlJQU3H777Zg+fTrUautlbtmyBcOGDYO23vyqY8aMwYIFC3D+/HlER0c3Op7BYIDBYLC/19fOGGAymWAymTx8NQAU1A0tqB0jaykrs59bCAH9qtUAgNCxY/HepmMwWhQMTI3C0LSoi4rRNo+sIlkLakON9b0ECyS11jvX74ItBn+IxV8xR64xR84xP64xR84xP64xR3XcyYHbhazJZIJOZ33IZ9WqVbj22msBAN27d/f5Q16PPPII+vfvj3bt2mHz5s2YPXs2zpw5Y+9xLSgoaDTfbXx8vH1fU4Xs/PnzMW/evEbbV65ciZAQ13OxXiy9om88RrakAMuXLwcA6E6fRmpRERStFmuLS7BkTxUACb20xfjxxx8v6txFx34HAAhJoDC/EKvz1wAIgwpmVNSYsKY2Bn/AmTJcY45cY46cY35cY46cY35cY46AqqqqFrd1u5Dt2bMnFi5ciPHjxyM7OxvPPvssACA/Px/t27d393AuzZo1CwsWLHDa5uDBg+jevTtmzJhh39anTx9otVr89a9/xfz58+3Ft7tmz57tcFy9Xo/k5GRkZWUhIiLigo7pjqKKImzctMj6pnaMrK7agHHjxgEAShb+GyUAwq+4AiGXD0XZjl2IDtHg77ePgk59cQu3rTp9DAcOH4RFFuia2hnDUq/CZ+t3QJbMCIuKscfgSyaTCdnZ2Rg9enSLH0hsa5gj15gj55gf15gj55gf15ijOvpm5stvituF7IIFC/DnP/8ZL730EiZOnIi+ffsCAL777jv7kIPWNHPmTEyaNMlpm/T09Ca3DxkyBGazGcePH0e3bt2QkJCAwsJChza29wkJCU0eQ6fTNVkEazQar9xowdrgRvPIyoYaqAFIGg2qNljnjg0fcTU+35EPALhpQEeEBbfC1FjCOiZWkYEgTRBkWB/wUklmSJpgv/pB89b3I5AxR64xR84xP64xR84xP64xR3Dr+ltcyFZVVSEkJATDhw/HuXPnoNfrHf4Uf//993vkT+2xsbGIjY29oM/m5ORAlmXExcUBADIzM/Hkk0/CZDLZk5SdnY1u3bo1OazAH6hlNRTbLFdCgUW2xm0pLwcUBTV79wIADAP+gLWLrK9vGZTSKue2rewlJAGtrIXFbC1sVVzVi4iIiPxAi//2HBMTgz/96U947733cO7cuUaFX6dOnewFoy9s2bIFr732Gnbv3o3ff/8dS5YswfTp03HnnXfaY7399tuh1Wpx7733Yv/+/Vi2bBlef/11h6ED/kYja+yzFgAW1GisvyxYyspQsXEjIASCevTAykILLIpA3+QodIlzf87Ypij1VvbSGIOx7+fTAGyLIXBVLyIiIvKtFheyhw4dwpgxY/DZZ58hNTUVQ4YMwXPPPYe9tT2CvqbT6fDpp5/iqquuQs+ePfHcc89h+vTpeO+99+xtIiMjsXLlShw7dgwDBgzAzJkzMWfOHL+dQxYAVJLK4WGv6tpCVikvR9UvWwEAoVdcge93Wx+0m9AnsdXObbFYC9mU0l7Aks44uMl6jhTtLvbIEhERkc+1eGhBSkoKHn74YTz88MMoKyvD8uXL8e233+Kll15Cu3btcO211+Laa6/FVVddBZXK+5Pl9+/fH7/88ovLdn369MGG2nGlgUCSJECuHVsgLKhRBwMALGV6VG6zFrI1vTPw69oSAMC43q1TyCqKQGlhBQAgpbQPoJMRlxqOIV33I3nve4D6plY5DxEREdGFuqDH2iMjI3Hbbbfh008/xdmzZ7Fw4UJYLBZMnjwZsbGxWLJkSWvH2aaJ2u+SgAJDbSFbs38fzPlnAI0Gq+R4CAEMTI1GUlTwRZ+vJL8SX720A+fPlAMAqrR6hP2pDDfNGoiUhFLryrQqrfODEBEREXnYRS/PpNFokJWVhaysLLz55pvYtWsXzLVjK6l1CKmuR9aosY5NLV9pnWcuuG8frDhiXelrfCsMKzj0yxmsW5ILi0mBVDukYXOn/2Fyt8utvcNK7STFKq7sRURERL51QdVITU0N9uzZg6KiIihK3bKlkiRhwoQJrRYc1VLZOs4tMKusY1NrDhwAAKgHDMLOvPMAgJHd4y/4FIoisPGzw9i77hQAIKVHO5SdCUbh74AiK9DUzpaA2nGzkNv21CBERETke24XsitWrMDdd9+Nc+fONdonSRIstVM2USuy9cjCArPa8U/6Rzp0g7nQgrSYUKS0v7DpzywmBdkf7sfRnWcBCRg0Pg2DxnXCJ09Ze2QVCdCoagtXe48sC1kiIiLyLbfHyD788MO4+eabcebMGSiK4vDFItYzhGwbJKvgfHDdtGehQ4ciW2UdTjCsa8wFHdtiUrD83T04uvMsZLWEsVN6YfCf0iDJkr23XUgCGsnWI1tbyMocWkBERES+5XY1UlhYiBkzZiA+/sL/jE1uUll7ZAUsMOiC8d4Vd+HJQe0RffddWP+mdaaGYZe5v2iEoghkf7gfeQdKoNbKGPdAHyRf3s6+X9gLWUAl185EodQOLWCPLBEREfmY2z2yN910E9atW+eBUKhZ9h5ZCzQCWNmhP2Km/hV5VQKnzldDo5Lwh/T2bh1SCIENn/5m74kd96BjEQs0KGSl2kLW3iPLQpaIiIh8y+0e2bfeegs333wzNmzYgN69ezdaD/eRRx5pteDISpLrHvZSA6g0WqAoAr/8XgwA6J8SjVCde9/Kbd8fs67UJQGjJ/dEcvd2jdoIYR0jKyRRr0eWY2SJiIjIP7hdyC5duhQrV65EUFAQ1q1bZ52SqZYkSSxkPaHeggjq2kW+qkwWbDtmXQRhSFrjItSZPWtPYvsPxwEAV916GboMaHppYaVej6xaqr1V7LMWcIwsERER+Zbb1ciTTz6JefPmYdasWZDlC1pPgdxl6w2FAg2sRW1ZtcleyA5yo5A9vL0QGz47DAAYPCENva7q2GxboVgf3hMAe2SJiIjI77hdiRqNRtxyyy0sYr1IUtUfWmAtZPefLsPp0mqoZAn9U6Kb/3A9pw6VYNWHBwAB9L6qAwaO6+S0vcPQAo6RJSIiIj/jdjU6ceJELFu2zBOxUDNsY2SFsEBd+y1bsb8AANAzKaJF42PPnarA8oV7oVgEOvePwx9vucxhWEhT6j/spbYNJeDKXkREROQn3K5GLBYLXnzxRfz000/o06dPo4e9Xn311VYLjqwkSQXADMACGTIAC1buLwQADO7kelhBTaUJPy7cA1ONBR0ui8KoyZdDlp0XsYDjGNm6Hlmu7EVERET+we1Cdu/evcjIyAAA7Nu3z2Gfqx4+ujCSqraIFAokxdojW2GwFpSuxscKRWDV4gPQn6tBePsgjP1rb6g1Kqefsau3IEKjMbJ82IuIiIh8zO1qZO3atZ6Ig5ypN/0WhGx9+koC2odqMbSz8/ljd2Xn4cTeYqg0Mq75a28Ehba8J9XeI4v6sxbwYS8iIiLyD3xiKwDI9lkLLBBCIEqnhiQBz9/QG+FBzReUxacrsPV/vwMAht1yGWJTwt06r9OVvdgjS0RERD7WokJ26tSpOHXqVIsOuGzZMixZsuSigiJHsqr+UAAF3z6QifV/vxpjeiY0+xmLRcHqjw5CMQt06hODy69IdPu8ot7QgrqHvbhELREREfmHFnWrxcbGomfPnrjiiiswYcIEDBw4EElJSQgKCsL58+dx4MABbNy4EZ9++imSkpLw3nvveTruNkWSHQvZ9kE6hEXrnH7mt62FOJtXDl2IGsPv6HZB45ft02+h9mEvRQGMldadfNiLiIiIfKxFheyzzz6Lhx56CIsWLcI777yDAwcOOOwPDw/HqFGj8N5772Hs2LEeCbQtk+v/GV9YYDZaXH7mwMbTAICMrBSERjovepvjsLLX8c3A+peBov3WnTr3hikQERERtbYWj5GNj4/Hk08+ib179+LcuXPYuXMnNm3ahNzcXJw/fx5ffPGFT4tY23K5TX39+uuvAIDjx483uf+XX37xWdwt4bj4hAVmk/NCtvh0BQp+10OWJXTPdH9IgY19ZS9JQPXlvdYiVhcJjPgnkPKHCz4uERERUWu4oCd2oqOjER3dstWkvGXo0KE4c+aMw7Z//vOfWL16NQYOHOiwfdWqVejZs6f9ffv2zp/89zWVpIZFFlApEgAFZqPitP3+jfkAgLS+MRfcGwsAonbOWEUCVJIMZD4IDPs7EOxf33siIiJqmy6ZR8+1Wi0SEuoefjKZTPj222/x8MMPNxof2r59e4e2/k4FFRRJQAUJQphhcjK0QLEoOLLduljC5VckXdgJzQbghxm1hawMSID6nmygQ/8LOx4RERGRB1wyhWxD3333HYqLizF58uRG+6699lrU1NTgsssuw+OPP45rr7222eMYDAYYDAb7e71eD8BaKJtMptYPvAGTyQSVpIJFFtBYAECBocrY7LlPHTqP6nITgsLUSOgS5n6M1aVQfXE35LzNUPBHANahBUr7y7xyve6yxeSPsfkL5sg15sg55sc15sg55sc15qiOOzmQhO3R9EvMuHHjAADLly+3bzt37hw+/vhjXHHFFZBlGV9++SVefPFFfPPNN80Ws08//TTmzZvXaPsnn3yCkJAQzwTfwIaaDYj8YR9CDGpow+9EzMBwhCSam2xbsleHqlNahCYbEd3L0GSb5uhMZRh65AVE1JyGUQrCmwcGAQCWjjyJJ+Lm1i1TS0REROQhVVVVuP3221FWVoaIiAinbf2+kJ01axYWLFjgtM3BgwfRvXt3+/tTp04hNTUVn332GW688Uann7377rtx7NgxbNiwocn9TfXIJicn49y5cy6T2xpMJhOe/t/TCP1xD8Kq1dCG34arJw5Dtz80HhphMSv4vye3wlBlxp8e7o2ky6JafqLKc1AvuR7S2UMQ4Ykw3vwJ3npsDgBg6aiT2DzxV79cgthkMiE7OxujR4+GRsMpwZrCHLnGHDnH/LjGHDnH/LjGHNXR6/WIiYlpUSHr9tCCQ4cOORSN9f30008YM2aMu4d0aubMmZg0aZLTNunp6Q7vP/zwQ7Rv397pkAGbIUOGIDs7u9n9Op0OOl3jB6Y0Go3XbjRZkmGRbL9vKBAWqclznz50DoYqM0IitEi+PAay3MLC01ABfPoX4OwhIDwR0qQfoI5Mse+WZBlarbYVrsRzvPn9CFTMkWvMkXPMj2vMkXPMj2vMEdy6frcL2f79++Oll17CtGnT7NsMBgNmzpyJRYsWoaamxt1DOhUbG4vY2NgWtxdC4MMPP8Tdd9/dokTk5OQgMfHCp6jyBhVUUOTaxQmEpdmHvY7tPgcA6JwR2/IiVlGAr/8KFOwBQmKAu78D2neGYqzrhZZlDikgIiIi/+N2Ibt48WI88MAD+OGHH/Dhhx/izJkzuP3226EoSrN/nvemNWvW4NixY7jvvvsa7fvoo4+g1WqRkZEBAPjqq6/wwQcfYNGiRd4O0y0yZJhlW4+spcnpt4QQOLHXWsh26hPT8oOv/X/Aoe8BlRa49RMg9jLrdqVuxInjPLZERERE/sHtQvYvf/kLhg4dismTJ6Nnz56orKzEpEmT8Morr3jt4Sdn3n//fQwdOrTZ4Q/PPvssTpw4AbVaje7du2PZsmW46aabvByle2RJhmKrJZtZ2evcyQpUlhmh1qlaPjb26BpgwyvW19e+BaQMse+yreoFACr5kp3cgoiIiALYBVcoRqMRFosFFosFiYmJCAoKas24Ltgnn3zS7L6JEydi4sSJXoymdciQ7UMLmlsQ4cQ+a29scvdoqDUtGApQeQ74eqr19cB7gL63OOwW9QpZWcWhBUREROR/3P6b8aefforevXsjMjISv/32G3744Qe89957uPLKK/H77797IsY2z7YgAoBme2SP7y0GAKT2asEqZUIA304DKgqB2O5A1nNNNKlXyHKMLBEREfkhtwvZe++9F88//zy+++47xMbGYvTo0di7dy86dOiAfv36eSBEUsG6IAIACDQuZGsqTSg8bl2oIbVXC8bHbn8f+G0FoNIBN74PaBsPCXHokZU4RpaIiIj8j9tDC3bu3Ilu3bo5bIuOjsZnn32G//73v60WGNVxGCMLC0wNhhacOVIKCCA6IQRh0Y2nCnNwNhf46Unr69HzgIReTTazjZFVIPiwFxEREfkltyuUs2fPNrvvrrvuuqhgqGkOY2SbGFqQf7gUAJDUNcr5gcxG4Mv7AHMN0HkEMPivzTa19cgKiT2yRERE5J/crlBGjBiBtLQ0PPHEEzhw4IAnYqIG6g8taOphrxYXsuvmW+eLDW4HXP8u4KSn1T5GloUsERER+Sm3K5T8/HzMnDkT69evR69evdCvXz+89NJLOHXqlCfiI9QOLaj/sJeprkfWWGPG2ZMVAIDELlHNH+TEFmDTa9bXE14HwhsvcVufvqgIAKBIAhL8b2laIiIiIrcL2ZiYGDz00EPYtGkTjh49iptvvhkfffQROnXqhBEjRngixjbP2iNrfS1ggdlQV8gW/q6HUATC2wchvF0zU6CZaoBvHwSEAvS9HejhfOneivMl+OGtlwEAp2Or2SNLREREfumiKpS0tDTMmjULL7zwAnr37o3169e3VlxUj+M8so5jZPOPlAJwMaxg0+tAye9AWAJwzQtOz2U2GvHdy8+hovgcguNisLl3MQtZIiIi8ksXXKFs2rQJDz74IBITE3H77bejV69e+OGHH1ozNqrl+LCXAlO9QvbM0TIAQGLnyKY/XHIM2Piq9fWY54CgZtrVWrP43zhzJBdBoWHoNeVWGDUCksShBUREROR/3J5+a/bs2fj000+Rn5+P0aNH4/XXX8d1113nF8vTXqpUkqpBj2ztjAKKwNkT1vlj49Mimv7wT09YZylIGwb0utHpefavX429q38CJAnjH3kMRbHWglm+uI57IiIiIo9wu5D9+eef8dhjj+Evf/kLYmJaMPk+XTQZsn2MLIQFFrOAogjoz1bDWGOBSiOjXWJo4w/m/QLkLgckFTDuZcBJz2rR8d+x6j9vAwAyb7wNnfoNQMGZXwCAPbJERETkl9wuZDdt2uSJOMgJGXWzFghYe0nNRot9Na/Y5DDIqga9pkIAq+ZZX2fcCcQ6LmJRn7GmGv/713yYTUZ06jcAmTfeCgBQaqfgUklcopaIiIj8D/9mHAAchhYIWyGroKh2WEFcahPDCo6sBvI2W5ehveofTo+/7uNFKC04g7D2MRj30ExItfPLCmE9Jx/2IiIiIn/ECiUAWIcWWItKCWYA1h7ZsyfKAQBxnZooZLe/b/130L1AZIdmj310xzb7uNhrHpyB4PC6Y9l6ZDm0gIiIiPwRC9kAoIIKSu13SoIJAGCsseBsXm0hmxru+IEaPXBklfV1xp3NHrdKX4aV/34DADBg/PVI6dXHYb9AbY8sbxMiIiLyQ6xQAoBjj6y1kC06oYfZpEAbpEJUXIMZI3J/BCxGIOYyIK5Hs8dd8+G/UVVWipiUTvjjLXc12m/rkeXQAiIiIvJHbj/sVV9FRQUURXHYFhHRzDRQdMEclqitHVqQ/1spACA2NRyS3OBP/we+sf7b4/pmZyo4nrMDuZt/hiTJGPvAo1BrtY3acGgBERER+TO3u9qOHTuG8ePHIzQ0FJGRkYiOjkZ0dDSioqIQHR3tiRjbPOvQAscxsrlbCwAASV0b5NxYZX3QCwB6Xt/k8UxGA1Z98C4AoP+4CYhP79JkOz7sRURERP7M7R7ZO++8E0IIfPDBB4iPj2dvnRdYV/ayvrYNLbDp0j/OsfHxDYDFAEQmNzusYOtXy1BWWICw9jEY+pfmx9AqqO2RBb/HRERE5H/cLmR3796NHTt2oFu35uclpdYlS/WWqK1XyLZLCkW7pAYLIRxeaf236+gmhxVUlZVix/ffAABGTLof2qDgZs/LMbJERETkz9yuUAYNGoSTJ096IhannnvuOQwdOhQhISGIiopqsk1eXh7Gjx+PkJAQxMXF4bHHHoPZbHZos27dOvTv3x86nQ5dunTB4sWLPR98K5BU1kUJJFFXyHYd2KA3VgjgcLb1dZfRTR5n54/fwWwyIqHLZegyKNPpOTm0gIiIiPyZ2z2yixYtwtSpU3H69Gn06tULGo3GYX+fPn2a+eTFMRqNuPnmm5GZmYn333+/0X6LxYLx48cjISEBmzdvxpkzZ3D33XdDo9Hg+eefB1A3vnfq1KlYsmQJVq9ejfvuuw+JiYkYM2aMR+JuNbUrd8lSDYKCTYA2FD3+2GB+2OIjQOkJQKUF0oY1OoShqgo5P/0AABh8/c0uh4XwYS8iIiLyZ24XsmfPnsXRo0cxefJk+zZJkiCEgCRJsFgsrRqgzbx51uVWm+tBXblyJQ4cOIBVq1YhPj4e/fr1w7PPPot//OMfePrpp6HVarFw4UKkpaXhlVdeAQBcfvnl2LhxI/71r381W8gaDAYYDAb7e73eupqWyWSCyWRq8jOtyXYOSVW32tYdf9oDyx8ehlorOcQg566ACoCS/AdYZB3QIL6clT/AUFWJ6KSOSO3T32X8JnPtuYXklWu9ELa4/DU+f8AcucYcOcf8uMYcOcf8uMYc1XEnB24Xsvfccw8yMjKwdOlSv3rYa8uWLejduzfi4+Pt28aMGYMHHngA+/fvR0ZGBrZs2YJRo0Y5fG7MmDF49NFHmz3u/Pnz7UV0fStXrkRISEgTn/AMc23vqEXIOHZ4Lw5V/NSozZCjnyMBwAFjEo4uX+6wTwiBE//7CgCgSU7DjytWuDznLuMuAEDxuWIsb3A8f5Odne3rEPwec+Qac+Qc8+Mac+Qc8+MacwRUVVW1uK3bheyJEyfw3XffoUuXpqds8pWCggKHIhaA/X1BQYHTNnq9HtXV1QgObvzg0+zZszFjxgz7e71ej+TkZGRlZXllzlyTyYTs7Gxog3QAAEVI6NKpI9JHjnNsqJihfnUaAKDb2CnoltjXYffx3TtxtKIcupBQ3Hj/NGh0OpfntvxuwZe/fIm42DiMu3qcy/a+YMvP6NGjGw1zISvmyDXmyDnmxzXmyDnmxzXmqI7tr98t4XYhO2LECOzevbtVCtlZs2ZhwYIFTtscPHgQ3bt3v+hzXSidTgddE0WfRqPx6o0mq6zfKkXIUCkmqBqe+/RewFAO6CKh6ZgByCqH3fvXWmcz6HnVSISEhbXonLaFFlQqld//UHn7+xGImCPXmCPnmB/XmCPnmB/XmCO4df1uF7ITJkzA9OnTsXfvXvTu3bvRya699toWH2vmzJmYNGmS0zbp6ektOlZCQgK2bdvmsK2wsNC+z/avbVv9NhEREU32xvoT26wFipAAU3XjBic2Wf9N+UOjIlZ/rgi/7/gVANBn9DUtPqdA7awFXMmYiIiI/JDbhezUqVMBAM8880yjfe4+7BUbG4vY2Fh3Q2hSZmYmnnvuORQVFSEuzjotVXZ2NiIiItCjRw97m4ZjPbOzs5GZ6XwaKn8gq23fKgmKsaZxaXm8tpDt9MdGn92/bjWEUJDcsw/ad0hu8Tk5awERERH5M7e72hRFafbLUzMWANY5YnNycpCXlweLxYKcnBzk5OSgoqICAJCVlYUePXrgrrvuwu7du/HTTz/hqaeewrRp0+xDA6ZOnYrff/8djz/+OA4dOoR33nkHn332GaZPn+6xuFuLrK7rZbU07JFVLMCJzdbXna5w2CWEwMGNawEAva5uem7Z5nBBBCIiIvJnbvfI+sqcOXPw0Ucf2d9nZGQAANauXYvhw4dDpVLh+++/xwMPPIDMzEyEhoZi4sSJDj3HaWlp+OGHHzB9+nS8/vrr6NixIxYtWuT/c8gCkFUqANZfFCxGAxwGdBQdBAxlgDYMSHB8yKvg6G84fyYfap0OXQb9wa1zckEEIiIi8mcXVMhWVlZi/fr1yMvLg9FodNj3yCOPtEpgDS1evNjlKlypqakup4kaPnw4du3a1YqReYdKrQZgzbViqHHcmb/T+m9SBqBy/JYe+NnaG9t1UKbT5WiboqB2aAE4tICIiIj8j9uF7K5duzBu3DhUVVWhsrIS7dq1w7lz5+zLwnqqkG3rVLIaFklAJSRYTAbHnfm1hXlShsNmi9mM3M0/AwAu/+Nwt8/JoQVERETkz9yuUKZPn44JEybg/PnzCA4Oxi+//IITJ05gwIABePnllz0RIwFQy2oosvVP/Y0K2dP1emTrOXVgH6rL9QgOj0BqH8d9LcGHvYiIiMifuV3I5uTkYObMmZBlGSqVCgaDAcnJyXjxxRfxxBNPeCJGgrWQtdgL2XrDOcwGoHC/9XWH/g6fOfzrFgBA54F/qB1j6x72yBIREZE/c7tC0Wg0kGXrx+Li4pCXlwcAiIyMxMmTJ1s3OrJTSaq6Htn645IL9wGKCQhuB0Sl2jcLRcHR7b8AALoOvrDpxewPe3EeWSIiIvJDbo+RzcjIwK+//oquXbviqquuwpw5c3Du3Dn897//Ra9evTwRI6F2aEHtX/gVc71Ctv742HpDAAp+P4yKkmJogoKR0stxJoOWsj/sxaEFRERE5Ifc7mp7/vnnkZiYCAB47rnnEB0djQceeABnz57Fe++91+oBkpVG1tQbI2uq29HMg15HfrX2xqb1GwC1VntB5+TQAiIiIvJnbvfIDhw40P46Li4OK1asaNWAqGkqSVU3RtZcr5A9s8f6b1I/h/a2QrbLBQ4rADiPLBEREfm3C6pQzGYzVq1ahX//+98oLy8HAOTn59tX2aLW5zBrgUWxruZlMQNnc60N4nva2+rPFqHk9ElIsoy0fgMu+Jz2WQs4jywRERH5Ibd7ZE+cOIGxY8ciLy8PBoMBo0ePRnh4OBYsWACDwYCFCxd6Is42z1rIWl9bhASYa4Cy04DFAGhCgKhO9rbH91iHGyR26Yag0LALPqdtjCx7ZImIiMgfuV2h/O1vf8PAgQPt88ja/PnPf8bq1atbNTiqo5JUsEjWHllFyNZpt4pqp92K7Q7Idd/KE7WF7IXMHVsfhxYQERGRP3O7R3bDhg3YvHkztA0eIOrUqRNOnz7daoGRI7WsRrVtaIGQAFM1UHTQujO+h72doliQtzcHANCp78UVshxaQERERP7M7a42RVFgsVgabT916hTCw8NbJShqzOFhL9vQAttCCHF142MLfz+CmsoK6EJCkdD5sos6J2ctICIiIn/mdoWSlZWF1157zf5ekiRUVFRg7ty5GDduXGvGRvU4jpGVrYVs0QHrhrjL7e1O7LYOK0jp1feCVvOq7/D5wwAAnUp3UcchIiIi8gS3hxa8/PLLGDt2LHr06IGamhrcfvvtOHz4MGJiYrB06VJPxEhoMGuBkIGqEqDkmHVnvRkLTh2y9tIm9+pzUedbfWI11p1aB7Wkxvj08Rd1LCIiIiJPcLuQTU5Oxu7du7Fs2TLs3r0bFRUVuPfee3HHHXc4PPxFrUslqaDYH/aSgDO7AQggJAYIi7Nut1iQ/9shAEDH7j2bO5RLlaZKPL/1eQDA5F6T0a1dt4sLnoiIiMgD3CpkTSYTunfvju+//x533HEH7rjjDk/FRQ2oZbXjGNn8ndYd9YYVnM07DlNNNbTBIWifnHLB53on5x0UVRchOTwZf+3714uKm4iIiMhT3Bojq9FoUFNT46lYyAnrErXW1xYhAyc2W98k9La3yc+1jplN6nY5ZPnCxsf+dv43LDm4BADwxJAnOD6WiIiI/JbbD3tNmzYNCxYsgNls9kQ81AyVpKo3RlYCys9Yd6ReYW9z+pC1kO1w2eWNPt8SQgg898tzsAgLRqeOxh87/PHigiYiIiLyILfHyP76669YvXo1Vq5cid69eyM0NNRh/1dffdVqwVEdx6EF9X7/SB0KwFqEnrb3yPZo9PmW+O7od9hZtBPB6mA8PujxiwuYiIiIyMPc7pGNiorCjTfeiDFjxiApKQmRkZEOX57y3HPPYejQoQgJCUFUVFSj/bt378Ztt92G5ORkBAcH4/LLL8frr7/u0GbdunWQJKnRV0FBgcfibi3Wh72srxVR+yKuJxDSDgBQXnwOFSXFkGQZiV3cnz+2ylSFf+34FwDggb4PICE0oVXiJiIiIvIUt3tkP/zwQ0/E4ZLRaMTNN9+MzMxMvP/++43279ixA3Fxcfi///s/JCcnY/Pmzbj//vuhUqnw0EMPObTNzc1FRESE/X1cXJzH479YTfbIdr7avr/wd+ucrzHJqdAEBbl9/MX7F6O4phgp4Sm48/I7Lz5gIiIiIg9zu5AdMWIEvvrqq0a9onq9Htdffz3WrFnTWrE5mDdvHgBg8eLFTe6/5557HN6np6djy5Yt+OqrrxoVsnFxcU326jbFYDDAYDDY3+v1egDWGRxMJlMLo79wtnNIQnIcIwvAnHY1RO3+M0d+AwDEdkp3O66zVWfx4T7rLygP9X0IUACT4vlraw22a/XG9yJQMUeuMUfOMT+uMUfOMT+uMUd13MmB24XsunXrYDQaG22vqanBhg0b3D2cR5WVlaFdu3aNtvfr1w8GgwG9evXC008/jSuuuKKJT1vNnz/fXkTXt3LlSoSEhLRqvM4cOnDIXsjqtYk4GpuOfQfKgYPLAQD5234BAJytrMHy5cvdOvbXVV+jxlKDZFUyDHsNWL7Pvc/7g+zsbF+H4PeYI9eYI+eYH9eYI+eYH9eYI6CqqqrFbVtcyO7Zs8f++sCBAw7jSi0WC1asWIEOHTq0+MSetnnzZixbtgw//PCDfVtiYiIWLlyIgQMHwmAwYNGiRRg+fDi2bt2K/v37N3mc2bNnY8aMGfb3er0eycnJyMrKchie4CkmkwnZ2dno27svDh603ty6tD8g5f7HYZspVgiBRd8vAwBc/adrkeDGGNmjpUex60frsrbPjHgGfWP7tmr8nmbLz+jRo6HRaHwdjl9ijlxjjpxjflxjjpxjflxjjurY/vrdEi0uZPv162d/OGrEiBGN9gcHB+PNN99s8YkBYNasWViwYIHTNgcPHkT37t3dOu6+fftw3XXXYe7cucjKyrJv79atG7p1q1ulaujQoTh69Cj+9a9/4b///W+Tx9LpdNDpGs+lqtFovHqj6TQ6WGqnhhWK4nBu/bmzqNbrIckyEjp3cSuu/+z/DxShYFTKKAxMGtjaYXuNt78fgYg5co05co75cY05co75cY05glvX3+JC9tixYxBCID09Hdu2bUNsbKx9n1arRVxcHFQq9ybhnzlzJiZNmuS0TXp6ulvHPHDgAEaOHIn7778fTz31lMv2gwcPxsaNG906hy+oJbV9iVpLgzl8C48dAQDEdEyBRtvyBQwOnz+M7BPWXt4H+j3QSpESEREReUeLC9nU1FQAgKIorXby2NhYh4L4Yu3fvx8jRozAxIkT8dxzz7XoMzk5OUhMTGy1GDxFLavrHvZqMAi66HdrIRuX3sWtY/57z78hIDA6dTQui3Z/yi4iIiIiX3L7Ya+PPvoIMTExGD9+PADg8ccfx3vvvYcePXpg6dKl9oK3teXl5aGkpAR5eXmwWCzIyckBAHTp0gVhYWHYt28fRowYgTFjxmDGjBn2MbwqlcpeLL/22mtIS0tDz549UVNTg0WLFmHNmjVYuXKlR2JuTSpJVTf9VqMe2aMAgHg3Ctkj549g5XHrdf+1z19bKUoiIiIi73F7QYTnn38ewcHBAIAtW7bgrbfewosvvoiYmBhMnz691QO0mTNnDjIyMjB37lxUVFQgIyMDGRkZ2L59OwDgiy++wNmzZ/F///d/SExMtH8NGjTIfgyj0YiZM2eid+/euOqqq7B7926sWrUKI0eO9FjcrUUtq+sWRDA79sieO3kCABCb0qnFx3t/3/sQEBiVMgrd2nVz/QEiIiIiP+N2j+zJkyfRpYu15++bb77BTTfdhPvvvx9XXHEFhg8f3trx2S1evLjZOWQB4Omnn8bTTz/t9BiPP/44Hn88MJdedVgQoV6PrKGqCuXnzgIAYpI7tehYhZWFWHFsBQDgvt73tW6gRERERF7ido9sWFgYiouLAVjnUh09ejQAICgoCNXV1a0bHdmpJFWTY2SLT1l7Y8PatUdQWFiLjvXJoU9gFmYMiB+AnjE9Wz9YIiIiIi9wu0d29OjRuO+++5CRkYHffvsN48aNA2B90KpTp06tHR/VUstqWFTWQtZcr5A9l2ctZGOSWzY2ucpUhc9/+xwAMLHHxFaOkoiIiMh73O6Rffvtt5GZmYmzZ8/iyy+/RPv27QEAO3bswG233dbqAZKVw9ACU93Karbxse1bWMh+c+QblBvLkRKegquSr2r9QImIiIi8xO0e2aioKLz11luNtje1jCu1nvqzFpibKGRb0iMrhMDSQ0sBAHf2uBOy5PbvMURERER+44IqmQ0bNuDOO+/E0KFDcfr0aQDAf//734BYWCBQOQwtMF5YIbuzaCeO648jWB2Maztf65lAiYiIiLzE7UL2yy+/xJgxYxAcHIydO3fCYDAAAMrKyvD888+3eoBkpZbqDy0wQQiBqrJSVOvLAElC+47JLo/xzZFvAADXpF2DUE2oJ8MlIiIi8ji3C9n/9//+HxYuXIj//Oc/DmvhXnHFFdi5c2erBkd11LIa5toeWcA6vMDWGxsVnwCNLsjp582KGWtPrgUAjE8b77lAiYiIiLzE7UI2NzcXw4YNa7Q9MjISpaWlrRETNaH+w14AYDGa7Ct6xaakufz8jsIdKDOUIVoXjf7x/T0WJxEREZG3uF3IJiQk4MiRI422b9y4Eenp6a0SFDWmklQQMqBIdQ98FRw9DACI79zV5edXnVgFALg65WqoZbef8SMiIiLyO24XslOmTMHf/vY3bN26FZIkIT8/H0uWLMHf//53PPDAA56IkQB78WmfucBoROHR3wAACS4KWUUoWJO3BgAwMsX/l+MlIiIiagm3u+ZmzZoFRVEwcuRIVFVVYdiwYdDpdPj73/+Ohx9+2BMxEuoVsioBjQUoLz6LsqJCAEB8ehenn917bi+KqosQpgnDHxL/4PFYiYiIiLzB7UJWkiQ8+eSTeOyxx3DkyBFUVFSgR48eCGvh8qh0YVSSCkBdj+zpQwcAANGJHRAU6jz3tt7YKzteCa1K68EoiYiIiLzngmfEz8vLw8mTJ9G7d2+EhYVBCOH6Q3TBGg4tOHVwHwDXwwoAYNPpTQCA4R2HeyY4IiIiIh9wu5AtLi7GyJEjcdlll2HcuHE4c+YMAODee+/FzJkzWz1AsrL1yNqm4LL1yLoqZIuqipB7PhcSJGQmZXo2SCIiIiIvcruQnT59OjQaDfLy8hASEmLffsstt2DFihWtGhzVkSTJYVEEs9G6EEV858ucfm5z/mYAQM/2PREdFO3ZIImIiIi8yO0xsitXrsRPP/2Ejh07Omzv2rUrTpw40WqBUWP1l6kFAEmWEdfJ+RyytmEFV3S4wqOxEREREXmb2z2ylZWVDj2xNiUlJdDpdK0SFDVNJascFkWISU51uqKXRbHYe2RZyBIREdGlxu1C9sorr8THH39sfy9JEhRFwYsvvoirr766VYMjR2pZDZNasb93NT52f/F+6I16hGvC0Tumt6fDIyIiIvIqt4cWvPjiixg5ciS2b98Oo9GIxx9/HPv370dJSQk2bdrkiRipllpSozLIYn+f4GJ87NYzWwEAgxMHczUvIiIiuuS43SPbq1cv/Pbbb/jjH/+I6667DpWVlbjhhhuwa9cudO7c2RMxAgCee+45DB06FCEhIYiKimqyjSRJjb4+/fRThzbr1q1D//79odPp0KVLFyxevNhjMbc2layCPtRkf5/U7XKn7XcU7gAADEoY5NG4iIiIiHzBrW46k8mEsWPHYuHChXjyySc9FVOTjEYjbr75ZmRmZuL9999vtt2HH36IsWPH2t/XL3qPHTuG8ePHY+rUqViyZAlWr16N++67D4mJiRgzZownw28VGlmDox0qcZ36SqSl90JMcmqzbc2KGbuKdgEABsYP9FaIRERERF7jViGr0WiwZ88eT8Xi1Lx58wDAZQ9qVFQUEhISmty3cOFCpKWl4ZVXXgEAXH755di4cSP+9a9/NVvIGgwGGAwG+3u9Xg/AWtSbTKYmP9OabOcwmUxQSSqY1QLdJt6EjLgMp+ffd24fqsxViNBGoFNYJ6/E6gv180NNY45cY46cY35cY46cY35cY47quJMDSbi5JNf06dOh0+nwwgsvuB1Ya1i8eDEeffRRlJaWNtonSRKSkpJgMBiQnp6OqVOnYvLkyZAkCQAwbNgw9O/fH6+99pr9Mx9++CEeffRRlJWVNXm+p59+2l5E1/fJJ580OXuDJ72ufx1nlbO4J/QepGvSnbbdULMBP9X8hO7q7rgz7E4vRUhERER0caqqqnD77bejrKwMERERTtu6/QSQ2WzGBx98gFWrVmHAgAEIDQ112P/qq6+6e8hW88wzz2DEiBEICQnBypUr8eCDD6KiogKPPPIIAKCgoADx8fEOn4mPj4der0d1dTWCg4MbHXP27NmYMWOG/b1er0dycjKysrJcJrc1mEwmZGdnY/To0fgo+yOcLT2LgYMH4g+Jf3D6uZ/W/QTkA9f0vgbjLh/n8Th9pX5+NBqNr8PxS8yRa8yRc8yPa8yRc8yPa8xRHdtfv1vC7UJ237596N+/PwDgt99+c9hn6/lsqVmzZmHBggVO2xw8eBDdu3dv0fH++c9/2l9nZGSgsrISL730kr2QvRA6na7J+XE1Go1XbzSNRlM384AMp+e2KBbknM0BAAxJGtImfiC8/f0IRMyRa8yRc8yPa8yRc8yPa8yR8xqnoRYXsr///jvS0tKwdu3aCwqqKTNnzsSkSZOctklPd/4ndGeGDBmCZ599FgaDATqdDgkJCSgsLHRoU1hYiIiIiCZ7Y/2NRrZ+Y82K2Wm7Y2XHUG4qR7A6GN3adfNGaERERERe1+JCtmvXrjhz5gzi4uIAALfccgveeOONRn+qd0dsbCxiY2Mv+POu5OTkIDo62t6jmpmZieXLlzu0yc7ORmZmpsdiaE22HlmzcF7I7j23FwDQs31Pzh9LREREl6wWzyPb8Jmw5cuXo7KystUDak5eXh5ycnKQl5cHi8WCnJwc5OTkoKKiAgDwv//9D4sWLcK+fftw5MgRvPvuu3j++efx8MMP248xdepU/P7773j88cdx6NAhvPPOO/jss88wffp0r13HxVDJKgDWoQPO7DlnnVmidyxX8yIiIqJLV8B0182ZMwcfffSR/X1GRgYAYO3atRg+fDg0Gg3efvttTJ8+HUIIdOnSBa+++iqmTJli/0xaWhp++OEHTJ8+Ha+//jo6duyIRYsWBcQcsoB1ZS8AMCnOp6XYe9baI9snpo/HYyIiIiLylRYXsraVshpu85bFixc7nUN27NixDgshNGf48OHYtWtXK0bmPbZhAhbRfI9slakKh0sPAwB6xfTySlxEREREvtDiQlYIgUmTJtnHm9bU1GDq1KmNpt/66quvWjdCsrMNLXD2sNeB4gNQhIK44DgkhDa9MAQRERHRpaDFhezEiRMd3t95JyfZ97aWzFpge9CL42OJiIjoUtfiQvbDDz/0ZBzUAiqp9mEvJ0ML9p3bBwDoHcNCloiIiC5tLZ61gHzPPv2Wkx7Z3PO5AIDL21/ulZiIiIiIfIWFbACxFbLNzVpQZapCnj4PANAtmgshEBER0aWNhWwAsQ8taGYe2cOlhyEgEBMcg/bB7b0ZGhEREZHXsZANIK5W9sotsQ4r4LK0RERE1BawkA0gtlkLmuuRtReyHFZAREREbQAL2QBiG1rQ3MNetge9WMgSERFRW8BCNoA4e9hLEQp+O/8bAA4tICIioraBhWwAsa3s1dQ8sqfLT6PaXA2trEVqRKq3QyMiIiLyOhayAcTZPLJHy44CANKj0u3tiIiIiC5lLGQDiLMlao+VHQMApEWkeTUmIiIiIl9hIRtAnC1R+3vZ7wCAtCgWskRERNQ2sJANIM4e9rL3yEaykCUiIqK2gYVsAGluaIEQoq5HlkMLiIiIqI1gIRtAmuuRLa4pRrmxHBIkdIrs5IPIiIiIiLyPhWwAsfXINixkbcMKOoR1gE6l83pcRERERL7AQjaANDe0wFbIpkelez0mIiIiIl8JmEL2ueeew9ChQxESEoKoqKhG+xcvXgxJkpr8KioqAgCsW7euyf0FBQVevpoLo1HV9shamu6R5fhYIiIiaksCZuZ8o9GIm2++GZmZmXj//fcb7b/lllswduxYh22TJk1CTU0N4uLiHLbn5uYiIiLC/r7hfn+llppeEIEzFhAREVFbFDCF7Lx58wBYe16bEhwcjODgYPv7s2fPYs2aNU0WvXFxcU326vo7e49sgzGyJ/QnAIBL0xIREVGbEjCFrLs+/vhjhISE4Kabbmq0r1+/fjAYDOjVqxeefvppXHHFFc0ex2AwwGAw2N/r9XoAgMlkgsnUeD7X1mY7h8lkgqRIAACjxVi3XTHhTOUZAEBicKJXYvIn9fNDTWOOXGOOnGN+XGOOnGN+XGOO6riTg0u2kH3//fdx++23O/TSJiYmYuHChRg4cCAMBgMWLVqE4cOHY+vWrejfv3+Tx5k/f769N7i+lStXIiQkxGPxN5SdnY3j5uMAgLLyMixfvhwAUGwphkVYoIYa29ZugywFzLDnVpWdne3rEPwec+Qac+Qc8+Mac+Qc8+MacwRUVVW1uK0khBAejMWpWbNmYcGCBU7bHDx4EN27d7e/X7x4MR599FGUlpY2+5ktW7Zg6NCh2L59OwYMGOD0+FdddRVSUlLw3//+t8n9TfXIJicn49y5cw7jbD3FZDIhOzsbo0ePRm5ZLu5eeTeSQpPw/XXfAwC2nNmCaWunIT0yHV+M/8Lj8fib+vnRaDS+DscvMUeuMUfOMT+uMUfOMT+uMUd19Ho9YmJiUFZW5rLW8mmP7MyZMzFp0iSnbdLT3Z9SatGiRejXr5/LIhYABg8ejI0bNza7X6fTQadrPDerRqPx6o2m0WgQpA0CYH3Yy3buM1XWYQUp4Slt+sb39vcjEDFHrjFHzjE/rjFHzjE/rjFHcOv6fVrIxsbGIjY2tlWPWVFRgc8++wzz589vUfucnBwkJia2agye0tSCCCfLTwIAOoZ39ElMRERERL4SMGNk8/LyUFJSgry8PFgsFuTk5AAAunTpgrCwMHu7ZcuWwWw2484772x0jNdeew1paWno2bMnampqsGjRIqxZswYrV6701mVclKZmLbAVssnhyT6JiYiIiMhXAqaQnTNnDj766CP7+4yMDADA2rVrMXz4cPv2999/HzfccEOT02sZjUbMnDkTp0+fRkhICPr06YNVq1bh6quv9nT4raKplb1OVrCQJSIiorYpYArZxYsXNzuHbH2bN29udt/jjz+Oxx9/vBWj8i61bP122XpkhRA4VX4KAAtZIiIiansCppCluh5Zi7DAolhw3nAe1eZqyJKMDmEdfBwdERERkXe1zUlHA5StkAUAszDbx8cmhCTYx88SERERtRUsZANI/WLVrJj5oBcRERG1aSxkA4haqhsJYrKYcLzsOAAgNSLVRxERERER+Q4L2QCiklX2JWhNigkn9CcAsJAlIiKitomFbICpvyiCrZDtFNnJhxERERER+QYL2QBjK2SNFiPyyvMAsEeWiIiI2iYWsgHGVsjmV+Sj2lwNtaRGUliSj6MiIiIi8j4WsgHGtijC4dLDAICO4R0dpuUiIiIiaitYyAYYW9F6pPQIACAlIsWX4RARERH5DAvZAGObS/bIeWsh2ymikw+jISIiIvIdFrIBxtYje7TsKAA+6EVERERtFwvZAGMbI1ttrgbAHlkiIiJqu1jIBpiGD3axR5aIiIjaKhayAaZ+IRusDkZcSJwPoyEiIiLyHRayAaZ+IZsakQpJknwYDREREZHvsJANMDq1zv6awwqIiIioLWMhG2CidFH21yxkiYiIqC1jIRtg2gW1s7/mjAVERETUlgVEIXv8+HHce++9SEtLQ3BwMDp37oy5c+fCaDQ6tNuzZw+uvPJKBAUFITk5GS+++GKjY33++efo3r07goKC0Lt3byxfvtxbl9EqYoJj7K+7Rnf1YSREREREvhUQheyhQ4egKAr+/e9/Y//+/fjXv/6FhQsX4oknnrC30ev1yMrKQmpqKnbs2IGXXnoJTz/9NN577z17m82bN+O2227Dvffei127duH666/H9ddfj3379vnisi7IiJQRCNOEoXdMb3SNYiFLREREbZfa1wG0xNixYzF27Fj7+/T0dOTm5uLdd9/Fyy+/DABYsmQJjEYjPvjgA2i1WvTs2RM5OTl49dVXcf/99wMAXn/9dYwdOxaPPfYYAODZZ59FdnY23nrrLSxcuND7F3YBksOTseYva6CW1FDJKl+HQ0REROQzAVHINqWsrAzt2tWNF92yZQuGDRsGrVZr3zZmzBgsWLAA58+fR3R0NLZs2YIZM2Y4HGfMmDH45ptvmj2PwWCAwWCwv9fr9QAAk8kEk8nUSlfTPNs56p9LDTUgAJPi+fP7u6byQ46YI9eYI+eYH9eYI+eYH9eYozru5CAgC9kjR47gzTfftPfGAkBBQQHS0tIc2sXHx9v3RUdHo6CgwL6tfpuCgoJmzzV//nzMmzev0faVK1ciJCTkYi7DLdnZ2V47VyBiflxjjlxjjpxjflxjjpxjflxjjoCqqqoWt/VpITtr1iwsWLDAaZuDBw+ie/fu9venT5/G2LFjcfPNN2PKlCmeDhGzZ8926MXV6/VITk5GVlYWIiIiPH5+k8mE7OxsjB49GhqNxvUH2hjmxzXmyDXmyDnmxzXmyDnmxzXmqI7tr98t4dNCdubMmZg0aZLTNunp6fbX+fn5uPrqqzF06FCHh7gAICEhAYWFhQ7bbO8TEhKctrHtb4pOp4NOp2u0XaPRePVG8/b5Ag3z4xpz5Bpz5Bzz4xpz5Bzz4xpzBLeu36eFbGxsLGJjY1vU9vTp07j66qsxYMAAfPjhh5BlxwkXMjMz8eSTT8JkMtkTkJ2djW7duiE6OtreZvXq1Xj00Uftn8vOzkZmZmbrXBAREREReU1ATL91+vRpDB8+HCkpKXj55Zdx9uxZFBQUOIxtvf3226HVanHvvfdi//79WLZsGV5//XWHYQF/+9vfsGLFCrzyyis4dOgQnn76aWzfvh0PPfSQLy6LiIiIiC5CQDzslZ2djSNHjuDIkSPo2LGjwz4hBAAgMjISK1euxLRp0zBgwADExMRgzpw59qm3AGDo0KH45JNP8NRTT+GJJ55A165d8c0336BXr15evR4iIiIiungBUchOmjTJ5VhaAOjTpw82bNjgtM3NN9+Mm2++uZUiIyIiIiJfCYihBUREREREDQVEj6w/sQ1lcGdqiIthMplQVVUFvV7f5p9ibArz4xpz5Bpz5Bzz4xpz5Bzz4xpzVMdWY9lqLmdYyLqpvLwcAJCcnOzjSIiIiIguXeXl5YiMjHTaRhItKXfJTlEU5OfnIzw8HJIkefx8tgUYTp486ZUFGAIN8+Mac+Qac+Qc8+Mac+Qc8+Mac1RHCIHy8nIkJSU1mm61IfbIukmW5UYzJ3hDREREm7+xnWF+XGOOXGOOnGN+XGOOnGN+XGOOrFz1xNrwYS8iIiIiCkgsZImIiIgoILGQ9XM6nQ5z586FTqfzdSh+iflxjTlyjTlyjvlxjTlyjvlxjTm6MHzYi4iIiIgCEntkiYiIiCggsZAlIiIiooDEQpaIiIiIAhILWSIiIiIKSCxkiYiIiCggsZD1Y2+//TY6deqEoKAgDBkyBNu2bfN1SD7z9NNPQ5Ikh6/u3bvb99fU1GDatGlo3749wsLCcOONN6KwsNCHEXvWzz//jAkTJiApKQmSJOGbb75x2C+EwJw5c5CYmIjg4GCMGjUKhw8fdmhTUlKCO+64AxEREYiKisK9996LiooKL16FZ7nK0aRJkxrdU2PHjnVocynnaP78+Rg0aBDCw8MRFxeH66+/Hrm5uQ5tWvJzlZeXh/HjxyMkJARxcXF47LHHYDabvXkpHtOSHA0fPrzRfTR16lSHNpdqjt5991306dPHvhJVZmYmfvzxR/v+tn7/AK5z1Jbvn9bCQtZPLVu2DDNmzMDcuXOxc+dO9O3bF2PGjEFRUZGvQ/OZnj174syZM/avjRs32vdNnz4d//vf//D5559j/fr1yM/Pxw033ODDaD2rsrISffv2xdtvv93k/hdffBFvvPEGFi5ciK1btyI0NBRjxoxBTU2Nvc0dd9yB/fv3Izs7G99//z1+/vln3H///d66BI9zlSMAGDt2rMM9tXTpUof9l3KO1q9fj2nTpuGXX35BdnY2TCYTsrKyUFlZaW/j6ufKYrFg/PjxMBqN2Lx5Mz766CMsXrwYc+bM8cUltbqW5AgApkyZ4nAfvfjii/Z9l3KOOnbsiBdeeAE7duzA9u3bMWLECFx33XXYv38/AN4/gOscAW33/mk1gvzS4MGDxbRp0+zvLRaLSEpKEvPnz/dhVL4zd+5c0bdv3yb3lZaWCo1GIz7//HP7toMHDwoAYsuWLV6K0HcAiK+//tr+XlEUkZCQIF566SX7ttLSUqHT6cTSpUuFEEIcOHBAABC//vqrvc2PP/4oJEkSp0+f9lrs3tIwR0IIMXHiRHHdddc1+5m2lqOioiIBQKxfv14I0bKfq+XLlwtZlkVBQYG9zbvvvisiIiKEwWDw7gV4QcMcCSHEVVddJf72t781+5m2lqPo6GixaNEi3j9O2HIkBO+f1sAeWT9kNBqxY8cOjBo1yr5NlmWMGjUKW7Zs8WFkvnX48GEkJSUhPT0dd9xxB/Ly8gAAO3bsgMlkcshX9+7dkZKS1VcxQAAAxstJREFU0ibzdezYMRQUFDjkIzIyEkOGDLHnY8uWLYiKisLAgQPtbUaNGgVZlrF161avx+wr69atQ1xcHLp164YHHngAxcXF9n1tLUdlZWUAgHbt2gFo2c/Vli1b0Lt3b8THx9vbjBkzBnq93qHH6VLRMEc2S5YsQUxMDHr16oXZs2ejqqrKvq+t5MhiseDTTz9FZWUlMjMzef80oWGObHj/XBy1rwOgxs6dOweLxeJw4wJAfHw8Dh065KOofGvIkCFYvHgxunXrhjNnzmDevHm48sorsW/fPhQUFECr1SIqKsrhM/Hx8SgoKPBNwD5ku+am7h/bvoKCAsTFxTnsV6vVaNeuXZvJ2dixY3HDDTcgLS0NR48exRNPPIFrrrkGW7ZsgUqlalM5UhQFjz76KK644gr06tULAFr0c1VQUNDkfWbbdylpKkcAcPvttyM1NRVJSUnYs2cP/vGPfyA3NxdfffUVgEs/R3v37kVmZiZqamoQFhaGr7/+Gj169EBOTg7vn1rN5Qjg/dMaWMhSQLjmmmvsr/v06YMhQ4YgNTUVn332GYKDg30YGQWqW2+91f66d+/e6NOnDzp37ox169Zh5MiRPozM+6ZNm4Z9+/Y5jDsnR83lqP6Y6d69eyMxMREjR47E0aNH0blzZ2+H6XXdunVDTk4OysrK8MUXX2DixIlYv369r8PyK83lqEePHm3+/mkNHFrgh2JiYqBSqRo93VlYWIiEhAQfReVfoqKicNlll+HIkSNISEiA0WhEaWmpQ5u2mi/bNTu7fxISEho9OGg2m1FSUtImcwYA6enpiImJwZEjRwC0nRw99NBD+P7777F27Vp07NjRvr0lP1cJCQlN3me2fZeK5nLUlCFDhgCAw310KedIq9WiS5cuGDBgAObPn4++ffvi9ddf5/1TT3M5akpbu39aAwtZP6TVajFgwACsXr3avk1RFKxevdphXE1bVlFRgaNHjyIxMREDBgyARqNxyFdubi7y8vLaZL7S0tKQkJDgkA+9Xo+tW7fa85GZmYnS0lLs2LHD3mbNmjVQFMX+H9K25tSpUyguLkZiYiKASz9HQgg89NBD+Prrr7FmzRqkpaU57G/Jz1VmZib27t3rUPBnZ2cjIiLC/qfTQOYqR03JyckBAIf76FLOUUOKosBgMPD+ccKWo6a09fvngvj6aTNq2qeffip0Op1YvHixOHDggLj//vtFVFSUw5OLbcnMmTPFunXrxLFjx8SmTZvEqFGjRExMjCgqKhJCCDF16lSRkpIi1qxZI7Zv3y4yMzNFZmamj6P2nPLycrFr1y6xa9cuAUC8+uqrYteuXeLEiRNCCCFeeOEFERUVJb799luxZ88ecd1114m0tDRRXV1tP8bYsWNFRkaG2Lp1q9i4caPo2rWruO2223x1Sa3OWY7Ky8vF3//+d7FlyxZx7NgxsWrVKtG/f3/RtWtXUVNTYz/GpZyjBx54QERGRop169aJM2fO2L+qqqrsbVz9XJnNZtGrVy+RlZUlcnJyxIoVK0RsbKyYPXu2Ly6p1bnK0ZEjR8Qzzzwjtm/fLo4dOya+/fZbkZ6eLoYNG2Y/xqWco1mzZon169eLY8eOiT179ohZs2YJSZLEypUrhRC8f4RwnqO2fv+0FhayfuzNN98UKSkpQqvVisGDB4tffvnF1yH5zC233CISExOFVqsVHTp0ELfccos4cuSIfX91dbV48MEHRXR0tAgJCRF//vOfxZkzZ3wYsWetXbtWAGj0NXHiRCGEdQquf/7znyI+Pl7odDoxcuRIkZub63CM4uJicdttt4mwsDAREREhJk+eLMrLy31wNZ7hLEdVVVUiKytLxMbGCo1GI1JTU8WUKVMa/aJ4KeeoqdwAEB9++KG9TUt+ro4fPy6uueYaERwcLGJiYsTMmTOFyWTy8tV4hqsc5eXliWHDhol27doJnU4nunTpIh577DFRVlbmcJxLNUf33HOPSE1NFVqtVsTGxoqRI0fai1gheP8I4TxHbf3+aS2SEEJ4r/+XiIiIiKh1cIwsEREREQUkFrJEREREFJBYyBIRERFRQGIhS0REREQBiYUsEREREQUkFrJEREREFJBYyBIRERFRQGIhS0REREQBiYUsEZEfmjRpEq6//nqfnf+uu+7C888/36K2t956K1555RUPR0RE1BhX9iIi8jJJkpzunzt3LqZPnw4hBKKiorwTVD27d+/GiBEjcOLECYSFhblsv2/fPgwbNgzHjh1DZGSkFyIkIrJiIUtE5GUFBQX218uWLcOcOXOQm5tr3xYWFtaiAtJT7rvvPqjVaixcuLDFnxk0aBAmTZqEadOmeTAyIiJHHFpARORlCQkJ9q/IyEhIkuSwLSwsrNHQguHDh+Phhx/Go48+iujoaMTHx+M///kPKisrMXnyZISHh6NLly748ccfHc61b98+XHPNNQgLC0N8fDzuuusunDt3rtnYLBYLvvjiC0yYMMFh+zvvvIOuXbsiKCgI8fHxuOmmmxz2T5gwAZ9++unFJ4eIyA0sZImIAsRHH32EmJgYbNu2DQ8//DAeeOAB3HzzzRg6dCh27tyJrKws3HXXXaiqqgIAlJaWYsSIEcjIyMD27duxYsUKFBYW4i9/+Uuz59izZw/KysowcOBA+7bt27fjkUcewTPPPIPc3FysWLECw4YNc/jc4MGDsW3bNhgMBs9cPBFRE1jIEhEFiL59++Kpp55C165dMXv2bAQFBSEmJgZTpkxB165dMWfOHBQXF2PPnj0AgLfeegsZGRl4/vnn0b17d2RkZOCDDz7A2rVr8dtvvzV5jhMnTkClUiEuLs6+LS8vD6GhofjTn/6E1NRUZGRk4JFHHnH4XFJSEoxGo8OwCSIiT2MhS0QUIPr06WN/rVKp0L59e/Tu3du+LT4+HgBQVFQEwPrQ1tq1a+1jbsPCwtC9e3cAwNGjR5s8R3V1NXQ6ncMDaaNHj0ZqairS09Nx1113YcmSJfZeX5vg4GAAaLSdiMiTWMgSEQUIjUbj8F6SJIdttuJTURQAQEVFBSZMmICcnByHr8OHDzcaGmATExODqqoqGI1G+7bw8HDs3LkTS5cuRWJiIubMmYO+ffuitLTU3qakpAQAEBsb2yrXSkTUEixkiYguUf3798f+/fvRqVMndOnSxeErNDS0yc/069cPAHDgwAGH7Wq1GqNGjcKLL76IPXv24Pjx41izZo19/759+9CxY0fExMR47HqIiBpiIUtEdImaNm0aSkpKcNttt+HXX3/F0aNH8dNPP2Hy5MmwWCxNfiY2Nhb9+/fHxo0b7du+//57vPHGG8jJycGJEyfw8ccfQ1EUdOvWzd5mw4YNyMrK8vg1ERHVx0KWiOgSlZSUhE2bNsFisSArKwu9e/fGo48+iqioKMhy8//5v++++7BkyRL7+6ioKHz11VcYMWIELr/8cixcuBBLly5Fz549AQA1NTX45ptvMGXKFI9fExFRfVwQgYiIHFRXV6Nbt25YtmwZMjMzXbZ/99138fXXX2PlypVeiI6IqA57ZImIyEFwcDA+/vhjpwsn1KfRaPDmm296OCoiosbYI0tEREREAYk9skREREQUkFjIEhEREVFAYiFLRERERAGJhSwRERERBSQWskREREQUkFjIEhEREVFAYiFLRERERAGJhSwRERERBSQWskREREQUkFjIEhEREVFAYiFLRERERAGJhSwRERERBSS1rwMINIqiID8/H+Hh4ZAkydfhEBEREV1ShBAoLy9HUlISZNl5nysLWTfl5+cjOTnZ12EQERERXdJOnjyJjh07Om3DQtZN4eHhAKzJjYiI8Pj5TCYTVq5ciaysLGg0Go+fL9AwP64xR64xR84xP64xR84xP64xR3X0ej2Sk5PtNZczLGTdZBtOEBER4bVCNiQkBBEREW3+xm4K8+Mac+Qac+Qc8+Mac+Qc8+Mac9RYS4Zw8mEvIiIiIgpILGSJiIiIKCCxkCUiIiKigMRCloiIiIgCEgtZIiIiIgpILGSJiIiIKCCxkCUiIiKigMRCloiIiIgCEgvZAGOsrsLK997E3rUrfR0KERERkU+xkA0w+9evxt7VP2HlwjdgrK7ydThEREREPsNCNsCUnS2yvz53Ms+HkRARERH5FgvZAFN5vsT++vyZ0z6MhIiIiMi3WMgGGENlhf11WVGBDyMhIiIi8i0WsgHGYjbZX5cVspAlIiKitouFbIAxm8z212VnC30YCREREZFvsZANMBZTvR7ZIhayRERE1HaxkA0w9YcWVJwvgbleYUtERETUlrCQDTD1e2QhBPT1puMiIiIiaktYyAYYi9ns8J4zFxAREVFbxUI2wNiGFoTHxALgOFkiIiJquwKqkP35558xYcIEJCUlQZIkfPPNN822nTp1KiRJwmuvveawvaSkBHfccQciIiIQFRWFe++9FxUVFU0fxA/Zhha0S+oIgD2yRERE1HYFVCFbWVmJvn374u2333ba7uuvv8Yvv/yCpKSkRvvuuOMO7N+/H9nZ2fj+++/x888/4/777/dUyK3OVsi275gCACgtOOPLcIiIiIh8Ru3rANxxzTXX4JprrnHa5vTp03j44Yfx008/Yfz48Q77Dh48iBUrVuDXX3/FwIEDAQBvvvkmxo0bh5dffrnJwtdgMMBgMNjf6/V6AIDJZILJCzMG2M5h+9c2tCC6g7VHtuTMKa/E4a8a5ocaY45cY46cY35cY46cY35cY47quJODgCpkXVEUBXfddRcee+wx9OzZs9H+LVu2ICoqyl7EAsCoUaMgyzK2bt2KP//5z40+M3/+fMybN6/R9pUrVyIkJKR1L8CJ7OxsCCGgWCwAgNwTpwAA58/k44cffoAkSV6LxR9lZ2f7OgS/xxy5xhw5x/y4xhw5x/y4xhwBVVVVLW57SRWyCxYsgFqtxiOPPNLk/oKCAsTFxTlsU6vVaNeuHQoKmh5rOnv2bMyYMcP+Xq/XIzk5GVlZWYiIiGi94JthMpmQnZ2N0aNHQxIK3lm6CAAw7sabsGj1D1AsZgwbMtj+8FdbUz8/Go3G1+H4JebINebIOebHNebIOebHNeaoju2v3y1xyRSyO3bswOuvv46dO3e2au+kTqeDTqdrtF2j0Xj1RtNoNLAY64Y4BIeGISo+ASX5p1B+tgjtEhsPi2hLvP39CETMkWvMkXPMj2vMkXPMj2vMEdy6/oB62MuZDRs2oKioCCkpKVCr1VCr1Thx4gRmzpyJTp06AQASEhJQVOS4gIDZbEZJSQkSEhJ8ELV76i+GoFKrEVVbvJ4vyPdVSEREREQ+c8n0yN51110YNWqUw7YxY8bgrrvuwuTJkwEAmZmZKC0txY4dOzBgwAAAwJo1a6AoCoYMGeL1mN1le9BLpVZDkiREJ3bA/2fvzuOjqu7/j7/uLJnsGyEbBAiy77ghblVkcSnVaq1r3bVacMMuUi1Va4vab63rt9Rat+8Pd611RRAVXBAEREEQkR1CAiRkTyaz3N8fNzNJSMgkMDNZeD8fTTNz7517zv3MBD85+dxzAPbt2tmR3RIRERHpEF0qka2srOSHH34IPt+8eTOrVq0iPT2dPn360KNHjybHO51OsrOzGTx4MABDhw7l9NNP59prr2XOnDl4PB6mT5/OhRde2OKMBZ2N32vd6GWzW29bWrbV51KNyIqIiMhhqEuVFixfvpyxY8cyduxYAGbMmMHYsWOZNWtWm88xd+5chgwZwmmnncaZZ57JiSeeyBNPPBGpLoeVz2ctT2tz2AE0IisiIiKHtS41InvKKadgmmabj9+yZUuzbenp6Tz//PNh7FX0BKbeCo7I1tfIlu0uwuf1Ynd0qbdTRERE5JB0qRHZw11DImuNyCampeOIceH3+SjfU9SRXRMRERGJOiWyXYg/UFpQn8gaNhtp2TmAZi4QERGRw48S2S4kcLOX3d5QQhCYgqt0lxJZERERObwoke1C/H4rkTXqR2Sh4YavEiWyIiIicphRItuFNIzINkpkNQWXiIiIHKaUyHYhgRFZW6PSAk3BJSIiIocrJbJdSMPNXg1vW2AKrvK9e/DW1XVIv0REREQ6ghLZLmT/lb0A4pJTcMUngGlSWrSro7omIiIiEnVKZLuQYGmBo6FG1jAMUuvrZDUFl4iIiBxOlMh2IX5vfWmBzd5ke6C8YF+B6mRFRETk8KFEtgvxBVb22m8p2kAiq5kLRERE5HCiRLYL2X+J2oA0lRaIiIjIYUiJbBcSTGSblRYEpuBSIisiIiKHDyWyXUhw+q39SgsCy9RW7SuhrrYm6v0SERER6QhKZLuQwIisfb/SgtiEROKSUwDd8CUiIiKHDyWyXciBamQBMnr3AWDv9q1R7ZOIiIhIR1Ei24UEp99qKZHt2w+APVs3R7NLIiIiIh1GiWwXElwQoaVENq8foBFZEREROXwoke1CGkoLHM329dSIrIiIiBxmlMh2Ia3XyPYFw6C6rJTqstIo90xEREQk+pTIdiHB6bdaSGSdsbGkZmUDsGfblmh2S0RERKRDdKlEdvHixUydOpXc3FwMw+CNN94I7vN4PPzud79j5MiRJCQkkJuby2WXXUZBQdNFAkpKSrjkkktITk4mNTWVq6++msrKyihfycHxeQ9cWgDQs08+AHuVyIqIiMhhoEslslVVVYwePZrHH3+82b7q6mpWrlzJH/7wB1auXMnrr7/O+vXr+clPftLkuEsuuYRvv/2WBQsW8Pbbb7N48WKuu+66aF3CITFbudkLIKNPXwD2bN0SrS6JiIiIdJiWh/Y6qTPOOIMzzjijxX0pKSksWLCgybbHHnuMY489lm3bttGnTx/WrVvHvHnz+PLLLzn66KMBePTRRznzzDP5n//5H3Jzc5ud1+1243a7g8/Ly8sBawTY4/GE69IOKNCGx+PBU1ffnkGLbaf1ygNg95ZNUelbZ9A4PtIyxSg0xah1ik9oilHrFJ/QFKMG7YlBl0pk26usrAzDMEhNTQVgyZIlpKamBpNYgIkTJ2Kz2Vi6dCk//elPm51j9uzZ3H333c22z58/n/j4+Ij1fX8LFiygaJs1tdb3G35gz7vvNjvGU2WVSOzZtpm333yz2VK23dn+v8RIc4pRaIpR6xSf0BSj1ik+oSlG1l/Z26rbZjq1tbX87ne/46KLLiI5ORmAwsJCMjMzmxzncDhIT0+nsLCwxfPMnDmTGTNmBJ+Xl5eTl5fH5MmTg+eNJI/Hw4IFC5g0aRIfblnP+s0bGDZ8OGPPOLPZsaZp8uRH71JTXsZRQweRM3BIxPvX0RrHx+l0dnR3OiXFKDTFqHWKT2iKUesUn9AUowaBv363RbdMZD0eDz//+c8xTZN//OMfh3Qul8uFy+Vqtt3pdEb1g+Z0OjH9fgAczpgDtp0zYBCbVn7J3i2b6DNsZNT619Gi/X50RYpRaIpR6xSf0BSj1ik+oSlGtOv6u9TNXm0RSGK3bt3KggULmoyaZmdns3v37ibHe71eSkpKyM7OjnZX2y0w/Zbd0fLNXgDZAwYBULhxQ1T6JCIiItJRulUiG0hiN2zYwAcffECPHj2a7B8/fjylpaWsWLEiuO3DDz/E7/czbty4aHe33Vpb2Ssg+4hAIvt9VPokIiIi0lG6VGlBZWUlP/zwQ/D55s2bWbVqFenp6eTk5PCzn/2MlStX8vbbb+Pz+YJ1r+np6cTExDB06FBOP/10rr32WubMmYPH42H69OlceOGFLc5Y0Nm0trJXQPYRAwHYt6uAmsoK4hKTotI3ERERkWiLeCLrdrtZunQpW7dupbq6mp49ezJ27Fjy8/Pbfa7ly5dz6qmnBp8HbsK6/PLLueuuu3jzzTcBGDNmTJPXffTRR5xyyikAzJ07l+nTp3Paaadhs9k477zzeOSRRw7u4qKstZW9AuKSkknNzqG0cBe7NnxH/7HHRKt7IiIiIlEVsUT2s88+4+GHH+att97C4/GQkpJCXFwcJSUluN1u+vfvz3XXXcf1119PUlLbRg1POeUUTNM84P7W9gWkp6fz/PPPt/k6OhO/z7rZq7XSAoDeQ0dQWriLHeu+VSIrIiIi3VZEamR/8pOfcMEFF9CvXz/mz59PRUUFxcXF7Nixg+rqajZs2MCdd97JwoULGTRokOZMayNfcES29bet99ARAOxYuzrifRIRERHpKBEZkT3rrLN47bXXDjh9Qv/+/enfvz+XX345a9euZdeuXZHoRrdjtuFmL4DeQ4cDULTpBzy1tThjYyPeNxEREZFoi8iI7C9/+cs2zwE2bNgwTjvttEh0o9vx1Sey9lZqZAGSe2aR1KMnfp+Pgg3fRaNrIiIiIlEX8em3tm/fzo4dO4LPly1bxi233MITTzwR6aa7Hb/XKi0wQiSyhmEER2V3rPs24v0SERER6QgRT2QvvvhiPvroI8BaInbSpEksW7aMO+64g3vuuSfSzXcr/vqVvewhSgugoU5257o1Ee2TiIiISEeJeCK7Zs0ajj32WABefvllRowYweeff87cuXN55plnIt18txKYfivUiCxA72FWIluw4Ts87tqI9ktERESkI0Q8kfV4PLhcLgA++OADfvKTnwAwZMgQ3eTVTn5v22pkAdJyepHUoyc+j0flBSIiItItRTyRHT58OHPmzOGTTz5hwYIFnH766QAUFBQ0W0JWWuf3189a4AhdWmAYBv1GjwVgy9crI9ovERERkY4Q8UT2/vvv55///CennHIKF110EaNHjwbgzTffDJYcSNsEbvay2dr2tvUbfSQAW1atiFifRERERDpKxFb2qq6uJj4+nlNOOYW9e/dSXl5OWlpacP91111HfHx8pJrvlvy+to/IAvQZMQbDsFFSsIPyvbtJzsiMZPdEREREoipiI7IZGRn8+Mc/5oknnmDv3r1NkliAfv36kZmpxKo9/G1cECEgNjGRnIGDAZUXiIiISPcTsUT2u+++Y8qUKbz88sv07duXcePG8ec//5nVq7Vs6sHyt3GJ2sYayguUyIqIiEj3ErFEtk+fPtx444188MEHFBUVccstt7B69WpOOukk+vfvzy233MKHH34YXK1KQvO1c0QWoP+RxwDWiKynzh2RfomIiIh0hIjf7AWQkpLCRRddxIsvvsiePXuYM2cOPp+PK6+8kp49ezJ37txodKNLM/1+ME0AbG2YfisgM/8Iknr0xOOuZes3qyLUOxEREZHoi0oi25jT6WTy5Mk8+uijbN26lYULFzJo0KBod6PLaTxy3Z5E1jAMBhx7HAA/LFsS9n6JiIiIdJSIzVrQWG1tLd988w27d+8OLrMKVpI1derUaHShyzMbJbJtWaK2sYHHjOer995i48pl+H2+diXCIiIiIp1VxBPZefPmcdlll7F3795m+wzDUI1sG/kbj8g62peI9hoynNikZGorytmx7lv6jBgV7u6JiIiIRF3ESwtuvPFGzj//fHbt2oXf72/ypSS27Xz1MxYA2GztS2RtdjtHHGUtPrFh2edh7ZeIiIhIR4l4IltUVMSMGTPIysqKdFPdWqC0wDBsGG1c2auxwcedCMD6JZ/g83pDHC0iIiLS+UU8kf3Zz37Gxx9/HOlmur2GVb0Orr6176ixxCWnUFNextbVX4WzayIiIiIdIuI1so899hjnn38+n3zyCSNHjsTpdDbZf9NNN0W6C91CoLSgvWUFATa7nSEnnMxX773Fuk8+pv/YY8LYOxEREZHoi/iI7AsvvMD8+fN57bXXePTRR/n73/8e/HrooYfada7FixczdepUcnNzMQyDN954o8l+0zSZNWsWOTk5xMXFMXHiRDZs2NDkmJKSEi655BKSk5NJTU3l6quvprKy8hCvMvJMnzXbw8GOyAIMO/FUAH748gvqaqrD0i8RERGRjhLxRPaOO+7g7rvvpqysjC1btrB58+bg16ZNm9p1rqqqKkaPHs3jjz/e4v4HHniARx55hDlz5rB06VISEhKYMmUKtbW1wWMuueQSvv32WxYsWMDbb7/N4sWLue666w7pGqOhYXnagx9EzzpiIGk5vfDWudmgOWVFRESki4t4IltXV8cFF1yA7SBuUNrfGWecwb333stPf/rTZvtM0+Shhx7izjvv5Oyzz2bUqFE899xzFBQUBEdu161bx7x583jyyScZN24cJ554Io8++igvvvgiBQUFh9y/SGpYnvbgR2QNw2DYyRMA+PqD98LSLxEREZGOEvEa2csvv5yXXnqJ3//+9xFtZ/PmzRQWFjJx4sTgtpSUFMaNG8eSJUu48MILWbJkCampqRx99NHBYyZOnIjNZmPp0qUtJshutxu32x18Xl5eDoDH48Hj8UTwigi2A+Cp74PNZj+kdoecdCpLXn2BXd9/x87vvyMz/4iw9LOjBOMThfeiq1KMQlOMWqf4hKYYtU7xCU0xatCeGEQ8kfX5fDzwwAO8//77jBo1qtnNXg8++GBY2iksLARoNs1XVlZWcF9hYSGZmZlN9jscDtLT04PH7G/27NncfffdzbbPnz+f+Pj4cHS9Tb744gsAaty1vDxnAY4EP7E9Dm4e3vjefancupF3nn6CrON+FM5udpgFCxZ0dBc6PcUoNMWodYpPaIpR6xSf0BQjqK5u+308EU9kV69ezdixYwFYs2ZNk32GYUS6+UM2c+ZMZsyYEXxeXl5OXl4ekydPJjk5OeLtezweFixYwNFHHsnOBW/icsZT+m0sNofBpfeOIzbBGfok+9k1oD+v3DOT6u2b+dGtvyMhLT0CPY+OQHwmTZrU7JcksShGoSlGrVN8QlOMWqf4hKYYNQj89bstIp7IfvTRR5FuAoDs7GzAWoAhJycnuL2oqIgxY8YEj9m9e3eT13m9XkpKSoKv35/L5cLlcjXb7nQ6o/pBs9Un/X6fDezg95oUbaxkwFGZIV7ZXN6wEeQOHkbB+rV8Pf8dfnTpVeHubtRF+/3oihSj0BSj1ik+oSlGrVN8QlOMaNf1R/xmr2jJz88nOzubhQsXBreVl5ezdOlSxo8fD8D48eMpLS1lxYoVwWM+/PBD/H4/48aNi3qf2yMwj6xpNoxi79lWcVDnMgyDcT89H4Cv579LTUXbf/MRERER6Swikshef/317Nixo03HvvTSS8ydO7dNx1ZWVrJq1SpWrVoFWDd4rVq1im3btmEYBrfccgv33nsvb775JqtXr+ayyy4jNzeXc845B4ChQ4dy+umnc+2117Js2TI+++wzpk+fzoUXXkhubu7BXGrUmH5f/feGRHbv9oNLZAHyxxxNz3798bhr+WreW4fcPxEREZFoi0hpQc+ePRk+fDgnnHACU6dO5eijjyY3N5fY2Fj27dvH2rVr+fTTT3nxxRfJzc3liSeeaNN5ly9fzqmnnhp8Hqhdvfzyy3nmmWf47W9/S1VVFddddx2lpaWceOKJzJs3j9jY2OBr5s6dy/Tp0znttNOw2Wycd955PPLII+ENQAT4vfWJLDYCqeyeHQe/kINhGIw75+e8/dB9fPXeWxx11k9xRfHmNREREZFDFZFE9k9/+hPTp0/nySef5H//939Zu3Ztk/1JSUlMnDiRJ554gtNPP73N5z3llFMwTfOA+w3D4J577uGee+454DHp6ek8//zzbW6zswjMI0uj0oKa8jqqytwkpDSv4W2LgePGk5bbm30FO1jxzn84/vxLwtFVERERkaiIWI1sVlYWd9xxB6tXr2bv3r2sXLmSzz77jPXr17Nv3z5effXVdiWxh7tAacH+b9nB1smCNSftCT+/FIDlb79BdXnZQZ9LREREJNqicrNXWloao0eP5rjjjmPAgAFdYtqtzsbvDdzsZb1lqVlWGcDe7QdfXgAwaNzxZOYfgae2hqX/efnQOikiIiISRd1m1oLubv/Sguz+1hy2e3cc/IgsgGGzcdJFlwPw9fx3KN+7O8QrRERERDoHJbJdRHDWgvoR2az8FAD2HOKILEDfUWPJGzYSn9fL5y93vfphEREROTwpke0i/L5AIhsYkbUS2fI9NbhrvId0bsMwOLF+VPbbxQsp2vTDIZ1PREREJBqUyHYRvkCNbP1blpjqIjHNmq2g+BDLCwByBw1hyAk/AtPkw2eeaHV2CBEREZHOIOKJ7B//+Ee2bt0a6Wa6PdPvr39kvWU2h0FGXhIQnvICgJMvuRKHy0XB+rV89/nisJxTREREJFIinsj+97//5YgjjuC0007j+eefx+12R7rJbslfv0StUf+WOZw2MvISAdh7CAsjNJbUI4NxZ1tL1y6e+zSe2tqwnFdEREQkEiKeyK5atYovv/yS4cOHc/PNN5Odnc0NN9zAl19+GemmuxWft2EeWcNmYLPb6NnbGpE9lKVq93fU1J+S3DOLyuK9LHvz1bCdV0RERCTcolIjO3bsWB555BEKCgr497//zY4dOzjhhBMYNWoUDz/8MGVlmog/lOCCCIYNu9N62wIjsiUFVfi8/gO9tF2cMS5+9IurAPjyzdfYV1gQlvOKiIiIhFtUb/YyTROPx0NdXR2maZKWlsZjjz1GXl4eL730UjS70uUEZi0AGw6H9bYl9YglJs6B32dSsqsqbG0NPPZ4+o4ai8/j4eNn/xW284qIiIiEU1QS2RUrVjB9+nRycnK49dZbGTt2LOvWrWPRokVs2LCBP//5z9x0003R6EqX1TiRtTusKbgMwyCjd32dbJhu+AqcN7BIwvZvV4ftvCIiIiLhFPFEduTIkRx33HFs3ryZf//732zfvp377ruPAQMGBI+56KKL2LNnT6S70qUFE1nDHiwtAOiZF/46WYC4JGvlME3DJSIiIp2VI9IN/PznP+eqq66iV69eBzwmIyMDvz88NZ7dVWDWAjCwO+3B7YE62T1hTmQxrFFf09T7IiIiIp1TxEdkTz311FaTWGmbwIisgR1H4xHZPg1zyfp94Us6DVt9IuvXiKyIiIh0ThFPZCdMmEB+fj6///3v+fbbbyPdXLfVUFpgw+5oeNvSchJwxtrxun1hveHLQCOyIiIi0rlFPJEtKCjgtttuY9GiRYwcOZIxY8bw17/+lR07dkS66W6lyc1eTiO43WYzyOpn1bMWbioPW3uGzfpoqEZWREREOquIJ7IZGRlMnz6dzz77jI0bN3L++efz7LPP0q9fPyZMmBDp5ruNprMW2Jvsy+6fAkDRpvDNx2vU18himkpmRUREpFOK6jyy+fn53H777dx3332MHDmSRYsWRbP5Li14s5dha1IjC5CVXz8iuzl8I7KBm70AUCIrIiIinVDUEtnPPvuMX/3qV+Tk5HDxxRczYsQI3nnnnWg13+X5mpQWNH3bsvOtEdnSompqKz1haS9QWgAqLxAREZHOKeKJ7MyZM8nPz2fChAls27aNhx9+mMLCQv7v//6P008/PdLNdxtmcNaC5olsbKKTtOx4AAo2lIalPaPRiKxu+BIREZHOKOKJ7OLFi/nNb37Dzp07efvtt7nooouIj4+PSFs+n48//OEP5OfnExcXxxFHHMGf/vSnJiOKpmkya9YscnJyiIuLY+LEiWzYsCEi/QmnxrMWOBzN37beQ9IB2L6uJCztGUajEVlNwSUiIiKdUMQXRPjss88i3UTQ/fffzz/+8Q+effZZhg8fzvLly7nyyitJSUkJLoH7wAMP8Mgjj/Dss8+Sn5/PH/7wB6ZMmcLatWuJjY2NWl/byxdcEKHp9FsBecPSWf3xDraFK5G1aURWREREOreIJ7LR9Pnnn3P22Wdz1llnAdCvXz9eeOEFli1bBlijsQ899BB33nknZ599NgDPPfccWVlZvPHGG1x44YUd1vdQzOBiB81LCwB6DUrFZjMo31ND2Z4aUnrGHVJ7TUsLNCIrIiIinU+3SmSPP/54nnjiCb7//nsGDRrE119/zaeffsqDDz4IwObNmyksLGTixInB16SkpDBu3DiWLFnSYiLrdrtxu93B5+Xl1swAHo8Hjyc8N1a1JtCGzxtoy45hM5u1bdghMz+Jwo3lbFmzh2En5hxSu16vL/i4zl2HYe+cH5VAHKLxXnRVilFoilHrFJ/QFKPWKT6hKUYN2hODzpmdHKTbb7+d8vJyhgwZgt1ux+fz8ec//5lLLrkEgMLCQgCysrKavC4rKyu4b3+zZ8/m7rvvbrZ9/vz5Eav1bUlZaan1wDDYsHEDRe82XyWt2hYDuFj+8Tq2lH91SO2ZvoZEdv7897HHuA7pfJG2YMGCju5Cp6cYhaYYtU7xCU0xap3iE5piBNXV1W0+tlslsi+//DJz587l+eefZ/jw4axatYpbbrmF3NxcLr/88oM658yZM5kxY0bweXl5OXl5eUyePJnk5ORwdf2APB4PCxYsICE+Hve+YsDO8JFDGXlKr2bH7t1eyesPfIV3n4vJE3+EI8be/IRt5Pf5eOylpwCYNHEisYlJB32uSArEZ9KkSTidzo7uTqekGIWmGLVO8QlNMWqd4hOaYtQg8NfvtohqIltZWYnf3/TGoXAmg7/5zW+4/fbbgyUCI0eOZOvWrcyePZvLL7+c7OxsAIqKisjJafjTe1FREWPGjGnxnC6XC5er+Wik0+mM6gfNrI+bgY0YV8ttZ+enkpjmonKfm6KNlfQblXHw7dkbkmC73d7pf6ii/X50RYpRaIpR6xSf0BSj1ik+oSlGtOv6Iz791ubNmznrrLNISEggJSWFtLQ00tLSSE1NJS0tLaxtVVdXY7M1vSS73R5MnvPz88nOzmbhwoXB/eXl5SxdupTx48eHtS/h1nj6rZZmLQDrBq38MT0B2LRqz6E1qJW9REREpJOL+IjspZdeimmaPPXUU2RlZTW5Gz7cpk6dyp///Gf69OnD8OHD+eqrr3jwwQe56qqrACvRu+WWW7j33nsZOHBgcPqt3NxczjnnnIj1Kxz8jVb22n+J2sb6j85g9Uc72PzNXvx+E5vt4OJtGIaVzJqmZi0QERGRTiniiezXX3/NihUrGDx4cKSb4tFHH+UPf/gDv/rVr9i9eze5ubn88pe/ZNasWcFjfvvb31JVVcV1111HaWkpJ554IvPmzevUc8gC+BvPI9tKIpszMBVXvIPaSg+FG0vJHXjwo96GYWCaZrCsQURERKQziXhpwTHHHMP27dsj3QwASUlJPPTQQ2zdupWamho2btzIvffeS0xMTPAYwzC45557KCwspLa2lg8++IBBgwZFpX+Hwu9vVFrQSiJrt9vIr6+N/X5Z0SG1GVjdSyOyIiIi0hlFfET2ySef5Prrr2fnzp2MGDGiWQHvqFGjIt2FbsHvbSgtOFCNbMCgcdl890UhP6zYzUk/H9Rq4tsaw2aATyt7iYiISOcU8UR2z549bNy4kSuvvDK4LfAna8Mw8DWar1QOrK01sgC9BqeRkOqiqtTNljV7OWJs5kG1GRyR9WtEVkRERDqfiCeyV111FWPHjuWFF16I+M1e3VmgtMBoZdaCAJvNYPC4LFa+v411n+86hETWeq9UWiAiIiKdUcQT2a1bt/Lmm28yYMCASDfVrbWntABgyPgcVs7fxtbVxezeWk5m3/bP12vYAomsSgtERESk84n4zV4TJkzg66+/jnQz3Zppmo2SSRt2Z+hR7bTsBAYfay0A8cV/Nx1Uu4HSAs0jKyIiIp1RxEdkp06dyq233srq1asZOXJks5u9fvKTn0S6C11fk+mv2jYiC3DMj/PZ8GUR29eWsHP9PnoNbt9UXCotEBERkc4s4ons9ddfD8A999zTbJ9u9mqbJn/aN+zY7G1LZFN6xjHspFzWLNrJp69u4PyZx7RvgQSbbvYSERGRzivipQV+v/+AX0pi26ZpImm0azqtY87KxxXvYO/2Sr5dvLNd7TaMyKpGVkRERDqfiCeyEgZNSgvs2B1tH1WNT45h3E/6A1atbHV5XZtfq9ICERER6cwiXloAUFVVxaJFi9i2bRt1dU0TqZtuuikaXejSGkZEDQzDwN7G0oKA4Sf3Yt3nu9izrYJPXvqeydcMb9M0aEawtEAjsiIiItL5RDyR/eqrrzjzzDOprq6mqqqK9PR09u7dS3x8PJmZmUpk26AhkbRhsxnBabHaymYzOOWSwbx2/wp+WLGb/NEZDKqf0aA1GpEVERGRzizipQW33norU6dOZd++fcTFxfHFF1+wdetWjjrqKP7nf/4n0s13D42m3rK1o6ygscy+yRx9Vj8AFr/4PZX7akO+RtNviYiISGcW8UR21apV3HbbbdhsNux2O263m7y8PB544AF+//vfR7r5biE4ItuGVb1ac+Tpfcnsm4S72svCZ9eFnI0guCCCSgtERESkE4p4Iut0OrHV11pmZmaybds2AFJSUti+fXukm+8WGpcWHEoia7fbmHjlMBxOGzu+28c3H+1o9XiVFoiIiEhnFvFEduzYsXz55ZcA/OhHP2LWrFnMnTuXW265hREjRkS6+e4hmEgefGlBQFp2Aif8zFoueMl/NlK8s/KAxwZKCzT9loiIiHRGEU9k//KXv5CTkwPAn//8Z9LS0rjhhhvYs2cPTzzxRKSb7xbCVVoQMPzkXvQd0QOf18/CZ9fh97WcqDaUFmhEVkRERDqfiM9acPTRRwcfZ2ZmMm/evEg32e0EElnjEEsLAgzD4NRfDOGFu5eyZ1sF33y0gzET+7RwoEZkRUREpPOKyoIIXq+XDz74gH/+859UVFQAUFBQQGXlgf+sLY2Y4amRbSwhxcXx51olBkvf2kx5cU2zY1QjKyIiIp1ZxBPZrVu3MnLkSM4++2ymTZvGnj17ALj//vv59a9/Henmu4WmN3sdWo1sY0OPzyFnQApet4+Fz6zDv18JQTCRVWmBiIiIdEIRT2Rvvvlmjj766OA8sgE//elPWbhwYaSb7xYa18ja2rmqV2sMm8GEy4bidNkp2FDK8ne37LdfpQUiIiLSeUU8kf3kk0+48847iYmJabK9X79+7Ny5M9LNdw+NSwuc4X3LUjPj+dHFgwFY/s5mtq8rCe5TaYGIiIh0ZhFPZP1+Pz6fr9n2HTt2kJSUFPb2du7cyaWXXkqPHj2Ii4tj5MiRLF++PLjfNE1mzZpFTk4OcXFxTJw4kQ0bNoS9H+HU8Kf98NXINjZ4XDZDjs/BNGHeE2soKagCGq3spQURREREpBOKeCI7efJkHnrooeBzwzCorKzkj3/8I2eeeWZY29q3bx8nnHACTqeT9957j7Vr1/K3v/2NtLS04DEPPPAAjzzyCHPmzGHp0qUkJCQwZcoUamtDL9naYcxG02/Zw1cj29iPLhpEzoAU6mq8vP3411TuczdMv6URWREREemEIj791v/8z/9w+umnM2zYMGpra7n44ovZsGEDGRkZvPDCC2Ft6/777ycvL4+nn346uC0/Pz/42DRNHnroIe68807OPvtsAJ577jmysrJ44403uPDCC8Pan3BpmH7Ljs1hw7t3L0ZsLPbExLC14XDaOeP6kbx2/wrK9tTwnwdXYtYPpPs1IisiIiKdUMQT2by8PL7++mteeuklvv76ayorK7n66qu55JJLmtz8FQ5vvvkmU6ZM4fzzz2fRokX06tWLX/3qV1x77bUAbN68mcLCQiZOnBh8TUpKCuPGjWPJkiUtJrJutxu32x18Xl5eDoDH48Hj8YS1/y3xeDyNZi0w8JfvY8OpF2FPTqbPf/+LPSU5bG05XAZnThvB2498Q/meGrzV1QB4o3StByPQr87av85AMQpNMWqd4hOaYtQ6xSc0xahBe2JgmBH8u7HH42HIkCG8/fbbDB06NFLNBMXGxgIwY8YMzj//fL788ktuvvlm5syZw+WXX87nn3/OCSecQEFBQXC1MYCf//znGIbBSy+91Oycd911F3fffXez7c8//zzx8fGRu5hGyjd+x+6ln2Bz9icnbhijP3kYgN1Tf0zpiSeGvT1vjcGeZfFUF72C6d1J+qjJpI/oG/Z2RERERPZXXV3NxRdfTFlZGcnJrQ/YRXRE1ul0RrX21O/3c/TRR/OXv/wFgLFjx7JmzZpgInswZs6cyYwZM4LPy8vLycvLY/LkySGDGw4ej4dXN6ytf2YjqVFVc59dhRwf5jrjgJrJdfzfb9+gtgIqNjrp338wx/6kH44Ye0TaO1gej4cFCxYwadIknE5nR3enU1KMQlOMWqf4hKYYtU7xCU0xahD463dbRLy0YNq0adx///08+eSTOByRbS4nJ4dhw4Y12TZ06FBee+01ALKzswEoKipqMiJbVFTEmDFjWjyny+XC5XI12+50OqP2QWs8a4GtruEXg9qVKzEqK3E0upktXJzpTjL7prBtDYCfNYsK2L5uHyeeP5B+IzPC3t6hiub70VUpRqEpRq1TfEJTjFqn+ISmGNGu6494Ivvll1+ycOFC5s+fz8iRI0lISGiy//XXXw9bWyeccALr169vsu3777+nb1/rz+L5+flkZ2ezcOHCYOJaXl7O0qVLueGGG8LWj7BrNGsBtdUN2/1+qhYvJqX+xrVws9mt0dcxE3uz6esYynbX8M7j3zBqQm9O+vmgiLQpIiIi0lYRn34rNTWV8847jylTppCbm0tKSkqTr3C69dZb+eKLL/jLX/7CDz/8wPPPP88TTzzBtGnTAGvqr1tuuYV7772XN998k9WrV3PZZZeRm5vLOeecE9a+hFPjJWqN+kQ24aSTAKhauixi7QYS2bScOC666ziGn5QLwNbVxRFrU0RERKStIj4i23gqrEg75phj+M9//sPMmTO55557yM/P56GHHuKSSy4JHvPb3/6WqqoqrrvuOkpLSznxxBOZN29e8EaxziiwRKyBDWqsxQqSTjuNqk8+ofrLLyPWrmGzElnT78cV52Do8bl8+0kBfr/mlRUREZGOF/ER2QkTJlBaWtpse3l5ORMmTAh7ez/+8Y9ZvXo1tbW1rFu3Ljj1VoBhGNxzzz0UFhZSW1vLBx98wKBBnfzP5I1GZG1eayqwxFNPBZsNz/bteAoLI9KszW59PPw+f/3z+gUSlMiKiIhIJxDxRPbjjz+mrq6u2fba2lo++eSTSDffLQQTR8OG4feCzYYjsyex9Te2RWpU1lY/IuuvX2I4kMj6fEpkRUREpONFrLTgm2++CT5eu3YthY1GDX0+H/PmzaNXr16Rar5bCZQWgA2b34stLg7DMIg/5hhq16yhetmXpEydGvZ2AzWypt9KZINL1iqRFRERkU4gYonsmDFjMAwDwzBaLCGIi4vj0UcfjVTz3Uvj0gLTixFvrYgWf8wxlDz9dMRGZA1boLSgfkS2PpFVjayIiIh0BhFLZDdv3oxpmvTv359ly5bRs2fP4L6YmBgyMzOx2zvX5PqdVXDWAsOO4fdhq19RLP7oo8AwqNuyBU9REc6srLC2GxiR3b+0IFAzKyIiItKRIpbIBuZu9fuV9ByqhtICo760wEpk7cnJxI4aSe3X31D1ySek/uxnYW3X1mjWAmiUyGpEVkRERDqBiN/s9eyzz/LOO+8En//2t78lNTWV448/nq1bt0a6+e7BH5h+y47NtGpkAxJPPhmAykWLw96sERiR3a9G1q8aWREREekEIp7I/uUvfyGuPvFasmQJjz32GA888AAZGRnceuutkW6+WzDNwKwFBobfGywtAEg8+UcAVH3+OWYLs0Mciv2n37LXP8fUFFwiIiLS8SK+IML27dsZMGAAAG+88QY/+9nPuO666zjhhBM45ZRTIt18t9CwspfdKi2IbxiRjR0+DHuPHviKi6le+RUJx40LW7vB6bcCI7L1pQXWNhO7zWjxdSIiIiLREPER2cTERIqLrSVN58+fz6RJkwCIjY2lpqYm0s13D/vPWtCotMCw2UisX6624oMPwtrsgWYtsLZpRFZEREQ6VsQT2UmTJnHNNddwzTXX8P3333PmmWcC8O2339KvX79IN98tBOZxxbA3udkrIPnMMwAof+edsJYXBOeR3W/WAtANXyIiItLxIp7IPv7444wfP549e/bw2muv0aNHDwBWrFjBRRddFOnmuwWz0Yjs/jWyAAnHH4+9Zwa+ffuoDONqacHptwKzFjQZkdVsFCIiItKxIl4jm5qaymOPPdZs+9133x3pprsNs8msBb4msxYAGA4HKT+eSsnTT1P2xn9JOu20sLTbMP1Wo1kLDMBUaYGIiIh0vIiPyAJ88sknXHrppRx//PHs3LkTgP/7v//j008/jUbzXV7jBRH2v9krIOWccwCo+PhjvHv3hqXd/RdEsLbVL1Or0gIRERHpYBFPZF977TWmTJlCXFwcK1euxO12A1BWVsZf/vKXSDffLQRrZLFh83sx9istAIgdPIjY0aPA46H0lVfC0m7DzV4NZQQ2zSUrIiIinUTEE9l7772XOXPm8K9//Qun0xncfsIJJ7By5cpIN989BBJJw4ZhNr/ZKyD90l8AsO+FFzE9nkNu1rbfggjWtkByq0RWREREOlbEE9n169dzcv3qU42lpKRQWloa6ea7hWbzyMY1Ly0ASJ4yGXvPDLy7d1OxYMEht2vbb/ota5uWqRUREZHOIeKJbHZ2Nj/88EOz7Z9++in9+/ePdPPdQmD6KwM7hulrsUYWwIiJIe2CCwEofvLfjRLgg2OzW/cC+n3ehjbsKi0QERGRziHiiey1117LzTffzNKlSzEMg4KCAubOncuvf/1rbrjhhkg33y2YZmDWAhMDmk2/1VjaxRdhS0igdu1ayt9595DatTmsRNbnbUhk7cFEVtNviYiISMeK+PRbt99+O36/n9NOO43q6mpOPvlkXC4Xv/71r7nxxhsj3Xy3YNYnjYZpJZHGAUoLABzp6aRffRV7H3mUwrvvJnboEFz1SwS3l6O+ptnXqN7WphFZERER6SQiPiJrGAZ33HEHJSUlrFmzhi+++II9e/bwpz/9KdJNdxuBEgGbaSWPB7rZKyDjmmuIP/po/JWVbP/VNLwlJQfVbmBE1t94RNZhfWR8Ho3IioiISMeKyjyyANu2bWP79u2MHDmSxMRETFMjem0VXJAgkNAeoEY2wIiJodejj+Ds1QvPtm1su/oafGVl7W7XXj8i6/V6Gm2rT2S9SmRFRESkY0U8kS0uLua0005j0KBBnHnmmezatQuAq6++mttuuy2ibd93330YhsEtt9wS3FZbW8u0adPo0aMHiYmJnHfeeRQVFUW0H4esvkbWFkxkWx+RBXCkpZH3ryew9+iBe906tl13Hb7KynY1a29lRNarEVkRERHpYBFPZG+99VacTifbtm0jvlECdsEFFzBv3ryItfvll1/yz3/+k1GjRjXrz1tvvcUrr7zCokWLKCgo4Nxzz41YP8IhUFpgJ1Ba0PqIbICrf3/6PPUU9pQUar/+hu3X/RJ/VVWb27U7mtfIBksLNCIrIiIiHSziiez8+fO5//776d27d5PtAwcOZOvWrRFps7KykksuuYR//etfpKWlBbeXlZXx73//mwcffJAJEyZw1FFH8fTTT/P555/zxRdfRKQvh8o0zaYjsk4nRqOFJUKJHTyIvKf+jS05mZqVK9n+y+vx16+uFoq9pVkLVFogIiIinUTEZy2oqqpqMhIbUFJSgsvlikib06ZN46yzzmLixInce++9we0rVqzA4/EwceLE4LYhQ4bQp08flixZwnHHHdfsXG63O7isLkB5eTkAHo8HTxhWzwrFXVsbfGz4TWxxce1u1zFoELn/nEPBtddRvXw5RQ8/Qsatt4R8nWlYMxR4PXXBNm3WYl/U1Ubn+kMJ9KEz9KWzUoxCU4xap/iEphi1TvEJTTFq0J4YRDyRPemkk3juueeCsxQYhoHf7+eBBx7g1FNPDXt7L774IitXruTLL79stq+wsJCYmBhSU1ObbM/KyqKwsLDF882ePZu777672fb58+e3mKCHm7/xn/VNk1rD4KrH5xFnhzPy/NQvtNUmCeedS69nn2Pf00/zdXwc7ry8Vo937ysGoLqyknffteakLd4TCzhZ/c0aNpd91e7riZQFYVjJrLtTjEJTjFqn+ISmGLVO8QlNMYLq6uo2HxvxRPaBBx7gtNNOY/ny5dTV1fHb3/6Wb7/9lpKSEj777LOwtrV9+3ZuvvlmFixYQGxsbFjOOXPmTGbMmBF8Xl5eTl5eHpMnTyY5OTksbbSmYt8+Nr3yDAA204c3JpbbS+6gwMygcPTjXDi+HXPEnnkmhbv3UPneewycN4+8l17CiIk54OElO7fz/957HafDzplnngnAR3vXs6FwN4MHDWX0ab0P+Npo8Xg8LFiwgEmTJuFsR8nF4UQxCk0xap3iE5pi1DrFJzTFqEHgr99tEfFEdsSIEXz//fc89thjJCUlUVlZybnnnsu0adPIyckJa1srVqxg9+7dHHnkkcFtPp+PxYsX89hjj/H+++9TV1dHaWlpk1HZoqIisrOzWzyny+VqsQTC6XRG5YPWeMTV8Puw+yvIcmynv7mNZz9+GN/4x4l12tt8vpxZf2DT0qXU/bCRkgf/TvYf7jzgsa76+Wp9Hm/wWp0x9W35jU71gxat96MrU4xCU4xap/iEphi1TvEJTTGiXdcf0UTW4/Fw+umnM2fOHO64445INgXAaaedxurVq5tsu/LKKxkyZAi/+93vyMvLw+l0snDhQs477zwA1q9fz7Zt2xg/fnzE+3cwGqa+smM3fXgctUzq04uePh//2PkWn6y+jUlHDmzz+RxpaeT8+V523PAr9s2dS9yRY0k566wWj23xZi/NWiAiIiKdREQTWafTyTfffBPJJppISkpixIgRTbYlJCTQo0eP4Parr76aGTNmkJ6eTnJyMjfeeCPjx49v8UavzsDna0hkbX4vxS4/XsPBLoeDF9KcjFnyLzjygXadM+nUU+lx3XUUP/EEu/4wC1d+PrHDhjU7LrAggt/nxfT7MWy2hlkLNI+siIiIdLCIT7916aWX8u9//zvSzbTZ3//+d3784x9z3nnncfLJJ5Odnc3rr7/e0d06oOCIrGHD8Psob1Tl8FpSIsn73sPra39S2fOmG0k4fjxmdTXbrvslddu3NzsmMCILVomGtU0jsiIiItI5RLxG1uv18tRTT/HBBx9w1FFHkZCQ0GT/gw8+GNH2P/744ybPY2Njefzxx3n88ccj2m64+BqVFthMDxX192ZluNLY697He2lVJH+zgjFjj2nXeQ2Hg14PP8zWX1yG+7vv2HbV1fR95mmcvXoFjwksiADWoggOpzM4IutVIisiIiIdLOIjsmvWrOHII48kKSmJ77//nq+++ir4tWrVqkg33+U1HpG1+b1UxFh3f919gjWd2TsJ8Xy7/KmDOrc9KYm8J/6JMy8Pz/btbLn4EtwbNzbsbzwi66mr32Z9ZPwqLRAREZEOFrER2U2bNpGfn89HH30UqSYOC4EaWaO+Rra2fpB0fK/jGRfTn6V1m1js+YyL/Ca29kwqW8+ZmUnf//d/bLv6aup+2MiWCy4k977ZJE2ciGGz4Yhx4a1z46lfFEKlBSIiItJZRGxEduDAgezZsyf4/IILLqCoqChSzXVbTUoL/F7cTkj0gdPm5MbjbwdgWbyfz79afNBtOLOy6Pt//0fcUUfhr6xkx/QbKbz3z/gqK3HWTz3mcVsrjAVLCzQiKyIiIh0sYomsaZpNnr/77rtUVVVFqrluy19/kxWGDcP04nYaJJvWXK6j+46nv8eB1zB4f+Wjh9SOIy2Nvs88TfrllwOw7//9PzaeNhGjpgaAuooK67gYJbIiIiLSOUS8RlYOjd8bWKK20Yis2XAT1oQeJwHwNetw1x3a+syG00nWzNvJe/JJYvr2xVdWhq3S+uVj81VXseWSS6l+/x0A3GVVmIEkW0RERKQDRCyRNQwDwzCabZP2CZYWGA2JbILRMAfXZRPvIMZvsjnGxmsLwjMTQ+KJJ9D/nbfp88zTxKSmAeD1+ahZsYKaeVYiW71+I5vO+jH+urqwtCkiIiLSXhG72cs0Ta644org8q61tbVcf/31zabf6sxzuHYGgVkLDGzY/B7cToi3xQX3pyVlMc7fk09se3l/2wtcZN4cll8YDIeDhOOOI/79fErWriHjD3eQ4zXwLdsIpeC1x1K3ZQueHTtw9e9/yO2JiIiItFfERmQvv/xyMjMzSUlJISUlhUsvvZTc3Nzg88CXtK7hZi9bQ2mBPbHJMdccexMAX8dV8e4X88PavjPG+kXETE4m9dyfknPj9Va/nFYy7Vfds4iIiHSQiI3IPv3005E69WGlSWmBaU2/leBManLMkSN/yugv7uXrmDreX/lnzjxuctjKOJyuWKBh1gKny7rRzGe3Elx/ZWVY2hERERFpL93s1ckFZy2ov9mrzmmQHJvW7LiLR1kjpV/EFzPvs/fD1r4ztj6RrbUS2ZhY63cfv+HAb9g0IisiIiIdRolsJ9cwa4ENo35BhNT4jGbHnXHsNQzwxlBjszFv1Sy8vvBMj+WoLy3w1lkLIgRGZAH8thglsiIiItJhlMh2cvvPWlDnhLSEzGbHGYbBTcf+FoDFidW8+sbDYWk/OCIbWNnLacNmt8oWvI5YfCotEBERkQ6iRLaT8/sazVpQXyObkZLb4rGnjryAUWY6XsPg9b1P8t2OXYfcfqBGtq6mutG2hjpZf1V1i68TERERiTQlsp1cS/PIZqX1PuDx90/9F3F+k3WxNh5/+VLeXX1oyWxs/XRp7kYlBM7YxomsSgtERESkYyiR7eQapt9qSGR7tpLI9u4xiJv6/QyAT9OLePONO5nx0leUVh/cwgWuBGuqr9qqhhICp8u64ctrj9WsBSIiItJhlMh2cg2zFtjwGl5Mm0FyXPNZCxq75JQ/cporG69hsCH3c45d92t+9uA7LFhb1O72YxOtRNZd3TDy6oqrT2QdcfjKytp9ThEREZFwUCLbyfkblRb4bB7i/SYOW+vT/xqGwb3nvEq+M4XdDgfv5mzj/7zTWTj3Ae58/Wv8frPN7bviA6UFDSOvsYlOADzOBHz79rXzikRERETCQ4lsJ+ern37LwE6d3Uuiv20LHSTGpvDQmc+R5Ijnq9hY/pwVx5+cT/KzVVfy2lv/bXP7sYHSgkYlBLEJViLtcSYqkRUREZEOo0S2k/N5AiOyNrx2L/F+e+svaKR/an8em/gPXHYXi+LjuD0ri+G2jZz/1eUUPnc1VO0NeQ5XYkONrGlaI7mxiTGANSLrLVUiKyIiIh1DiWwn5/UEFkSwU2d3k4CzXa8/MutI/vajv+GwOZgf7+KK3sOoNgyyN71K3T8nQOm2Vl8fGJE1/f7gMrXBEVlHAr59pe3qj4iIiEi4KJHt5Lx1gUTWoM7hIR5Xu8/xo7wf8eiER4m1x/KNs5JT+gzjyYRsjPKteJ+cAsUbD/haR4wLu8NKXAPlBbEJgRrZRMyaGvw1Ne3uk4iIiMih6laJ7OzZsznmmGNISkoiMzOTc845h/Xr1zc5pra2lmnTptGjRw8SExM577zzKCpq/9380RIoLbD5TeqcBgn2hIM6z4m9TuSJyU+QFZ9Fja2ChzNjOL13Hv8xyqj+12mwaVGLrzMMo2EKrsoKoNHNXjHWdl9p6UH1SURERORQdKtEdtGiRUybNo0vvviCBQsW4PF4mDx5MlWNJu2/9dZbeeutt3jllVdYtGgRBQUFnHvuuR3Y69YFRmRtph+3ExLsiQd9rrGZY3nrp2/x66N/TZornd1Og3syejAlM56/v30ZOxf+EXyeZq9LSLWm+6raVwJAXH0i63UlA+iGLxEREekQrc/j1MXMmzevyfNnnnmGzMxMVqxYwcknn0xZWRn//ve/ef7555kwYQIATz/9NEOHDuWLL77guOOO64hutyowIms3TeqckBSTfEjni3PEcfnwy/n54J/z9Dcv8sSqpym17+OplGSe3v4aJzz7JlNHXc2pY64mzhEHQEJaOnu2bqaytD6RTbJu9nI7raTaW1xySH0SERERORjdKpHdX1n9ZP3p6ekArFixAo/Hw8SJE4PHDBkyhD59+rBkyZIWE1m3243b7Q4+Ly8vB8Dj8eDxNB+9DDevx1qRy+b3UeuExJi0sLTrwMG1Iy/lvCN+xhUvPUe191VKEvbyqd3Lp9/+k/hv/8WEzGOYOuJK4pJTAKgo3ovH4yE2qX6JWpsLrz0W964CXFGIRUsCsYjGe9FVKUahKUatU3xCU4xap/iEphg1aE8Mum0i6/f7ueWWWzjhhBMYMWIEAIWFhcTExJCamtrk2KysLAoLC1s8z+zZs7n77rubbZ8/fz7x8fFh7/f+ysusxNnm9+F2gru4hnfffTesbVyb2Zt3t81g5Q9bOS7tRTYlF7PT6eDt3Ut5+8OlXL0tD7Cx7qvl7HFaNbo2ZyJ+j0FtbBrrFi+m2NX+m9DCacGCBR3aflegGIWmGLVO8QlNMWqd4hOaYgTV1dVtPrbbJrLTpk1jzZo1fPrpp4d0npkzZzJjxozg8/LycvLy8pg8eTLJyYf2Z/62eHrBPDyA3e+jNgZGDBrLmSecGfZ2pgKfbyzmj28Nx9i4gcsTXuPtnO0UO+zU2AqJIZeeRZ8zZf27+PqdzH8zrqRkVw1uVxr9kpIZd2b4+9QWHo+HBQsWMGnSJJzO9k1NdrhQjEJTjFqn+ISmGLVO8QlNMWoQ+Ot3W3TLRHb69Om8/fbbLF68mN69ewe3Z2dnU1dXR2lpaZNR2aKiIrKzs1s8l8vlwtXCaKPT6YzKB830+QCw+724nQYZqTkRa/dHQ7J5f0BPnvu8L69/NZTiktcgcyE7YxLJByo9Mbiqd8Hal9hScjrJpFLrSsVfVNjhP3TRej+6MsUoNMWodYpPaIpR6xSf0BQj2nX93WrWAtM0mT59Ov/5z3/48MMPyc/Pb7L/qKOOwul0snDhwuC29evXs23bNsaPHx/t7raJz1d/s5fPGpHtmdIrou25HHauPbk/7918EreefiQAZb0HArDdl0UZ1g1efsOaU9btSsOzq+WyDBEREZFI6lYjstOmTeP555/nv//9L0lJScG615SUFOLi4khJSeHqq69mxowZpKenk5yczI033sj48eM75YwFAH5vw4hsrROye/SJWtvJLqsGOK13LAAOTw1xA06BH94mJ7WOmiKoic3As2UXpt+PYetWvxeJiIhIJ9etMo9//OMflJWVccopp5CTkxP8eumll4LH/P3vf+fHP/4x5513HieffDLZ2dm8/vrrHdjr1vn9gRFZLx4npCSmR61tl90qqaix1xGbZNUDl3qs5DYj0apfqU7IwqytxVNQELV+iYiIiEA3G5E1TTPkMbGxsTz++OM8/vjjUejRoTN9DYmszWFGddQzMI+s2+cmNSubwopyytxOMoGe8SVsB6riszAB94YNxDSqRxYRERGJtG41Itsd+f1WaYHD58FwGFFtOzAiW+utJS3Hqs0ttkpjyYzfix8Tvz2Wuphk6jZujGrfRERERJTIdnJmIJH112GzR/ftinVYtbG1vloy+1o3zu3eZy0OkWarpNRmjYBXJvTCveGHqPZNRERERIlsJ2ea9Td7+TwQY49q24ERWbfXTWb+EQDs3mMNySZSTaHdD0BFUh/cPyiRFRERkehSItuJmX4/mFay6PB58MfGRLX9hPpVvKq8VfTs1x+AsrIqan12nLXF7HNZpQ4VSX1wb9iAWVcX1f6JiIjI4U2JbCfmq18MAcDmc2PERncZ2BRXCgDl7nJcCQkk98wEYE9tIkZlEfYeVmJdlpKPv66O2u++i2r/RERE5PCmRLYT83s9wcdeWx2xtviotp8cY025ZWJSUVdBdn9rYYSdNclQuZueefH4MKmLSaEmNoOar76Kav9ERETk8KZEthPzeb3Bx26HmzhHQlTbj7HHBKfgKneXkzd8FADbqlLB9HFkNhTU18nuSxtE1edLoto/ERERObwpke3E/MHSAoOK+DriHElR70OqKxWAUncpfUaOBqCgJhmP38aohFK2Oa1EtiRtKFVLl+J3u6PeRxERETk8KZHtxLzBm6ds7EtwE19fsxpNgTrZsroy0nJ6kdSjJz7TxtaqVAY6CtnktJLt4owReOt8VH+5POp9FBERkcOTEtlOrK42UCNrpzipjqTYtKj3Ic1ltbm3Zi+GYTBw3PEAfF/ek7iyjWT2SaLU5sdvi6E4fTiVH34Y9T6KiIjI4UmJbCfmrq7/M71hY0+yl6yUvKj3ITcxF4CCygIABo8/EYCNlel4C9czfkAG39ePyhZlHUP5u+9qGi4RERGJCiWynZi7uhYAAzs7M6BP9rCo96FXorU07c7KnQDkDBhMUmoydX4H36/5nslDs1gTYyWyezJGUVVjULl4cdT7KSIiIocfJbKdWE1xaf0jO4XpJkf0HhH1PgRGZHdU7ADAsNkYPeksAFbuSmRsQjFxGbFsdfjAsLEz9yT2Pf981PspIiIihx8lsp3Yov/3AgAGBmkOG4kJyVHvw8A0a+7Y70q+w+e3Rl5HTv4xdptJUW0SOxe/yk9G57IyxpoqbGevkyhd9g01334b9b6KiIjI4UWJbCcWk+kEbJjOGM7scXqH9KF/Sn/iHHFUe6vZUr4FgPjkFEaM6AvAJ+9/ysXj+rDFZbLb5sfriGdL39PZ+9jjHdJfEREROXwoke3EfnbHnZz204vpf+5PuHbqXzqkDw6bg2E9rNrcZYXLgtvHX3YjTsPHrjKDqqVv8pMxuSyKs2ZZ2NHrZAqXfqdaWREREYkoJbKdWFpqD4afdx6GrWPfph/1/hEAH2z9ILgtIW8oRw+2VhpbOHcuN4zLpDAefnD4MG0O1g69nO2/n4WnaHeH9FlERES6PyWyEtLkfpMxMFhWuIzv930f3H7stXfS01VFTZ3JN/+8i+mnHsH8+DpqDJPKpDzWZkxh52234dd0XCIiIhIBSmQlpF6JvZjUdxIA9y+7H79pLUvr6D2Gs35yHA7Dx5ZNBQz++v8xon8ab8XX4cekMHscq8qOYPsN0/DX1HTkJYiIiEg3pERW2uTmI28mzhHHssJl/G353zBNE4Ae597L5LGxgMk3X6zkin0vQ6aTefFWvezOXiezpHwU66/8FXU7dnbgFYiIiEh3o0RW2qRPch/uGHcHAM+tfY4ZH8+gpLYEbHaG3jqXyWNiAVi76gdu2PIwecnr6kdm/RT3GM7ihPNYdM197Hrkf/Hu29eRlyIiIiLdxGGbyD7++OP069eP2NhYxo0bx7Jly0K/6DB39oCzuWv8XTgMBx9s+4AzXz+Th1c+zM66fYz83cucNXkoDsPHzhKTQes+4LKK/6Ei5g3KKcfrjOf7fj/lza978+4VD7PqN//DvvcX4Kus6ujLEhERkS7K0dEd6AgvvfQSM2bMYM6cOYwbN46HHnqIKVOmsH79ejIzMzu6e53aeYPOY1iPYcz6fBbflXzHk6uf5MnVTzKixwhOPOpEhg4eRMkr77Kz0MOu8lhc5VtwGP8k1uWi2j+IWkdvtvYcwLayJD57tY7E514h3leCMx7iUl0k9EggISuVpF49SMpOJS45kdjEBOwJ8RgxMdYMDnY7hmF0dChERESkgxlmoNjxMDJu3DiOOeYYHnvsMQD8fj95eXnceOON3H777a2+try8nJSUFMrKykhOjvxKWx6Ph3fffZczzzwTp9MZ8fbaym/6+Xj7x8xdN5flRcuDN4AF5NQkM2pLAj0L7Djc9lbO5AQjFsNwgGEHHGA4MHAABjbTh83vxeYPfPdiM00w/djwg+nHMP3YTROb38DlM7CbYJhgYn20DUzABGwYgGkAhoFpGJiBP0rUP8cAr8NBncOBL8aB6YrB5rCD04Zht1tJtA1sdhuGYWBgWH/XMKj/v8A57fhNG6bfZjVoAqYJponht743+ckLHGM9AfzB50Zwh1nfjnU9hnU12HHjNMsxfB7w+cHrwzTBa7jwm9YxHncdDkeM9XJ/Q8OBCNH494JGj81G28zADsOgNjEOb6yTeFcMDoeBYbNh2OrjEXhJG37ZONA/PsYB97TYzda3Gq3uBcCPSem+MlLTUrG32m+j2UkOeLRx4L1G/WcF4KB+JzOaPWhpEw3vsNFsn9Fi35pfnAH4TJO9e/bSs2dPbK112Ah9TS212/z4/fvb+msO3FzDZxaj/mfVZsMwbC00ajZ61X5/rAwc2sqFmabJjoKd5OX2wrA1/TfPaP2lwQYMm1F/XMP1G9is7gc+NYb12WmIYytXH+pvrvUHHCj8+z8JPrI1fUVbkgi/32Tjpo0c0X8ANofRJCZG4Mch8GD/78F/p5uf1+5w4IiJoaVPlt3mIM4R3+w1zT47xoHfH6O1nfufrPmLQ2h6gN/nY8VXKzlq7JHYHK2PM7rirH9zGzOdCeCMDfFvb4hOHei1MU5sScm4nDaSYyOfi7Qn1zrsEtm6ujri4+N59dVXOeecc4LbL7/8ckpLS/nvf//b5Hi3243b7Q4+Ly8vJy8vj71790YtkV2wYAGTJk3qVIlsY8U1xXy882O+3vM1a4rXBFcAA8CE9AonGaUuUiudpFY4SalyEue2YzM1qioiIgfP7joKZ/yPOrobUTf+iz8QV1sStfaWZA/nnuOuZOqobB48f1TE2ysvLycjI6NNiexhV1qwd+9efD4fWVlZTbZnZWXx3XffNTt+9uzZ3H333c22z58/n/j45r/pRcqCBQui1tbBiCOO4ziO42zHUZdSR6m/lDJ/GWX+MiriKnD3dFNr1rLLdFOAid20EeO146ozcHgMHH4bdr+JzevD7vNj8/ixeRzYPQ5sXgd2j9167Ldj+A1sfhuGCUb9d/x+TF8tpq8aTA8ER4jN+v8d3O9rRosva7qx+QBYYMQUaxS2yfEtnTBU31pP+E3DjmkEhoWbj7xFxH5dbk9zB/tetOXMXee8HdDXQ2jywO+ZcWgn7i6xbdNrD/RTYob4LtISs9l/oPzYGv5y1uJLDvyZCvVveOCVBQUFvPvujrZ18RBUV1e3+djDLpFtr5kzZzJjxozg88CI7OTJkzUi2wkoPqEpRqEpRq1TfEJTjFqn+ITWvhgtikqfAgYBl0WxvfLy8jYfe9glshkZGdjtdoqKippsLyoqIjs7u9nxLpcLl8vVbLvT6YzqD2O02+tqFJ/QFKPQFKPWKT6hKUatU3xCU4xo1/UfdtNvxcTEcNRRR7Fw4cLgNr/fz8KFCxk/fnwH9kxERERE2uOwG5EFmDFjBpdffjlHH300xx57LA899BBVVVVceeWVHd01EREREWmjwzKRveCCC9izZw+zZs2isLCQMWPGMG/evGY3gImIiIhI53VYJrIA06dPZ/r06R3dDRERERE5SIddjayIiIiIdA9KZEVERESkS1IiKyIiIiJdkhJZEREREemSDtubvQ6WWb/EW3tWnTgUHo+H6upqysvLD/sJklui+ISmGIWmGLVO8QlNMWqd4hOaYtQgkGOZrSyrG6BEtp0qKioAyMvL6+CeiIiIiHRfFRUVpKSktHqMYbYl3ZUgv99PQUEBSUlJGIYR8fbKy8vJy8tj+/btJCcnR7y9rkbxCU0xCk0xap3iE5pi1DrFJzTFqIFpmlRUVJCbm4vN1noVrEZk28lms9G7d++ot5ucnHzYf7Bbo/iEphiFphi1TvEJTTFqneITmmJkCTUSG6CbvURERESkS1IiKyIiIiJdkhLZTs7lcvHHP/4Rl8vV0V3plBSf0BSj0BSj1ik+oSlGrVN8QlOMDo5u9hIRERGRLkkjsiIiIiLSJSmRFREREZEuSYmsiIiIiHRJSmRFREREpEtSIisiIiIiXZIS2U7s8ccfp1+/fsTGxjJu3DiWLVvW0V3qMHfddReGYTT5GjJkSHB/bW0t06ZNo0ePHiQmJnLeeedRVFTUgT2OrMWLFzN16lRyc3MxDIM33nijyX7TNJk1axY5OTnExcUxceJENmzY0OSYkpISLrnkEpKTk0lNTeXqq6+msrIyilcRWaFidMUVVzT7TJ1++ulNjunOMZo9ezbHHHMMSUlJZGZmcs4557B+/fomx7Tl52rbtm2cddZZxMfHk5mZyW9+8xu8Xm80LyVi2hKjU045pdnn6Prrr29yTHeN0T/+8Q9GjRoVXIlq/PjxvPfee8H9h/vnB0LH6HD+/ISLEtlO6qWXXmLGjBn88Y9/ZOXKlYwePZopU6awe/fuju5ahxk+fDi7du0Kfn366afBfbfeeitvvfUWr7zyCosWLaKgoIBzzz23A3sbWVVVVYwePZrHH3+8xf0PPPAAjzzyCHPmzGHp0qUkJCQwZcoUamtrg8dccsklfPvttyxYsIC3336bxYsXc91110XrEiIuVIwATj/99CafqRdeeKHJ/u4co0WLFjFt2jS++OILFixYgMfjYfLkyVRVVQWPCfVz5fP5OOuss6irq+Pzzz/n2Wef5ZlnnmHWrFkdcUlh15YYAVx77bVNPkcPPPBAcF93jlHv3r257777WLFiBcuXL2fChAmcffbZfPvtt4A+PxA6RnD4fn7CxpRO6dhjjzWnTZsWfO7z+czc3Fxz9uzZHdirjvPHP/7RHD16dIv7SktLTafTab7yyivBbevWrTMBc8mSJVHqYccBzP/85z/B536/38zOzjb/+te/BreVlpaaLpfLfOGFF0zTNM21a9eagPnll18Gj3nvvfdMwzDMnTt3Rq3v0bJ/jEzTNC+//HLz7LPPPuBrDrcY7d692wTMRYsWmabZtp+rd99917TZbGZhYWHwmH/84x9mcnKy6Xa7o3sBUbB/jEzTNH/0ox+ZN9988wFfc7jFKC0tzXzyySf1+WlFIEamqc9POGhEthOqq6tjxYoVTJw4MbjNZrMxceJElixZ0oE961gbNmwgNzeX/v37c8kll7Bt2zYAVqxYgcfjaRKvIUOG0KdPn8MyXps3b6awsLBJPFJSUhg3blwwHkuWLCE1NZWjjz46eMzEiROx2WwsXbo06n3uKB9//DGZmZkMHjyYG264geLi4uC+wy1GZWVlAKSnpwNt+7lasmQJI0eOJCsrK3jMlClTKC8vbzLi1F3sH6OAuXPnkpGRwYgRI5g5cybV1dXBfYdLjHw+Hy+++CJVVVWMHz9en58W7B+jAH1+Do2jozsgze3duxefz9fkgwuQlZXFd99910G96ljjxo3jmWeeYfDgwezatYu7776bk046iTVr1lBYWEhMTAypqalNXpOVlUVhYWHHdLgDBa65pc9PYF9hYSGZmZlN9jscDtLT0w+bmJ1++umce+655Ofns3HjRn7/+99zxhlnsGTJEux2+2EVI7/fzy233MIJJ5zAiBEjANr0c1VYWNji5yywrztpKUYAF198MX379iU3N5dvvvmG3/3ud6xfv57XX38d6P4xWr16NePHj6e2tpbExET+85//MGzYMFatWqXPT70DxQj0+QkHJbLSJZxxxhnBx6NGjWLcuHH07duXl19+mbi4uA7smXRVF154YfDxyJEjGTVqFEcccQQff/wxp512Wgf2LPqmTZvGmjVrmtSdS1MHilHjmumRI0eSk5PDaaedxsaNGzniiCOi3c2oGzx4MKtWraKsrIxXX32Vyy+/nEWLFnV0tzqVA8Vo2LBhh/3nJxxUWtAJZWRkYLfbm93dWVRURHZ2dgf1qnNJTU1l0KBB/PDDD2RnZ1NXV0dpaWmTYw7XeAWuubXPT3Z2drMbB71eLyUlJYdlzAD69+9PRkYGP/zwA3D4xGj69Om8/fbbfPTRR/Tu3Tu4vS0/V9nZ2S1+zgL7uosDxagl48aNA2jyOerOMYqJiWHAgAEcddRRzJ49m9GjR/Pwww/r89PIgWLUksPt8xMOSmQ7oZiYGI466igWLlwY3Ob3+1m4cGGTuprDWWVlJRs3biQnJ4ejjjoKp9PZJF7r169n27Zth2W88vPzyc7ObhKP8vJyli5dGozH+PHjKS0tZcWKFcFjPvzwQ/x+f/Af0sPNjh07KC4uJicnB+j+MTJNk+nTp/Of//yHDz/8kPz8/Cb72/JzNX78eFavXt0k4V+wYAHJycnBP512ZaFi1JJVq1YBNPkcdecY7c/v9+N2u/X5aUUgRi053D8/B6Wj7zaTlr344oumy+Uyn3nmGXPt2rXmddddZ6ampja5c/Fwctttt5kff/yxuXnzZvOzzz4zJ06caGZkZJi7d+82TdM0r7/+erNPnz7mhx9+aC5fvtwcP368OX78+A7udeRUVFSYX331lfnVV1+ZgPnggw+aX331lbl161bTNE3zvvvuM1NTU83//ve/5jfffGOeffbZZn5+vllTUxM8x+mnn26OHTvWXLp0qfnpp5+aAwcONC+66KKOuqSway1GFRUV5q9//WtzyZIl5ubNm80PPvjAPPLII82BAweatbW1wXN05xjdcMMNZkpKivnxxx+bu3btCn5VV1cHjwn1c+X1es0RI0aYkydPNletWmXOmzfP7Nmzpzlz5syOuKSwCxWjH374wbznnnvM5cuXm5s3bzb/+9//mv379zdPPvnk4Dm6c4xuv/12c9GiRebmzZvNb775xrz99ttNwzDM+fPnm6apz49pth6jw/3zEy5KZDuxRx991OzTp48ZExNjHnvsseYXX3zR0V3qMBdccIGZk5NjxsTEmL169TIvuOAC84cffgjur6mpMX/1q1+ZaWlpZnx8vPnTn/7U3LVrVwf2OLI++ugjE2j2dfnll5umaU3B9Yc//MHMysoyXS6Xedppp5nr169vco7i4mLzoosuMhMTE83k5GTzyiuvNCsqKjrgaiKjtRhVV1ebkydPNnv27Gk6nU6zb9++5rXXXtvsF8XuHKOWYgOYTz/9dPCYtvxcbdmyxTzjjDPMuLg4MyMjw7zttttMj8cT5auJjFAx2rZtm3nyySeb6enppsvlMgcMGGD+5je/McvKypqcp7vG6KqrrjL79u1rxsTEmD179jRPO+20YBJrmvr8mGbrMTrcPz/hYpimaUZv/FdEREREJDxUIysiIiIiXZISWRERERHpkpTIioiIiEiXpERWRERERLokJbIiIiIi0iUpkRURERGRLkmJrIiIiIh0SUpkRURERKRLUiIrItIJXXHFFZxzzjkd1v4vfvEL/vKXv7Tp2AsvvJC//e1vEe6RiEhzWtlLRCTKDMNodf8f//hHbr31VkzTJDU1NTqdauTrr79mwoQJbN26lcTExJDHr1mzhpNPPpnNmzeTkpIShR6KiFiUyIqIRFlhYWHw8UsvvcSsWbNYv359cFtiYmKbEshIueaaa3A4HMyZM6fNrznmmGO44oormDZtWgR7JiLSlEoLRESiLDs7O/iVkpKCYRhNtiUmJjYrLTjllFO48cYbueWWW0hLSyMrK4t//etfVFVVceWVV5KUlMSAAQN47733mrS1Zs0azjjjDBITE8nKyuIXv/gFe/fuPWDffD4fr776KlOnTm2y/X//938ZOHAgsbGxZGVl8bOf/azJ/qlTp/Liiy8eenBERNpBiayISBfx7LPPkpGRwbJly7jxxhu54YYbOP/88zn++ONZuXIlkydP5he/+AXV1dUAlJaWMmHCBMaOHcvy5cuZN28eRUVF/PznPz9gG9988w1lZWUcffTRwW3Lly/npptu4p577mH9+vXMmzePk08+ucnrjj32WJYtW4bb7Y7MxYuItECJrIhIFzF69GjuvPNOBg4cyMyZM4mNjSUjI4Nrr72WgQMHMmvWLIqLi/nmm28AeOyxxxg7dix/+ctfGDJkCGPHjuWpp57io48+4vvvv2+xja1bt2K328nMzAxu27ZtGwkJCfz4xz+mb9++jB07lptuuqnJ63Jzc6mrq2tSNiEiEmlKZEVEuohRo0YFH9vtdnr06MHIkSOD27KysgDYvXs3YN209dFHHwVrbhMTExkyZAgAGzdubLGNmpoaXC5XkxvSJk2aRN++fenfvz+/+MUvmDt3bnDUNyAuLg6g2XYRkUhSIisi0kU4nc4mzw3DaLItkHz6/X4AKisrmTp1KqtWrWrytWHDhmalAQEZGRlUV1dTV1cX3JaUlMTKlSt54YUXyMnJYdasWYwePZrS0tLgMSUlJQD07NkzLNcqItIWSmRFRLqpI488km+//ZZ+/foxYMCAJl8JCQktvmbMmDEArF27tsl2h8PBxIkTeeCBB/jmm2/YsmULH374YXD/mjVr6N27NxkZGRG7HhGR/SmRFRHppqZNm0ZJSQkXXXQRX375JRs3buT999/nyiuvxOfztfianj17cuSRR/Lpp58Gt7399ts88sgjrFq1iq1bt/Lcc8/h9/sZPHhw8JhPPvmEyZMnR/yaREQaUyIrItJN5ebm8tlnn+Hz+Zg8eTIjR47klltuITU1FZvtwP/8X3PNNcydOzf4PDU1lddff50JEyYwdOhQ5syZwwsvvMDw4cMBqK2t5Y033uDaa6+N+DWJiDSmBRFERKSJmpoaBg8ezEsvvcT48eNDHv+Pf/yD//znP8yfPz8KvRMRaaARWRERaSIuLo7nnnuu1YUTGnM6nTz66KMR7pWISHMakRURERGRLkkjsiIiIiLSJSmRFREREZEuSYmsiIiIiHRJSmRFREREpEtSIisiIiIiXZISWRERERHpkpTIioiIiEiXpERWRERERLokJbIiIiIi0iUpkRURERGRLkmJrIiIiIh0SUpkRURERKRLcnR0B7oav99PQUEBSUlJGIbR0d0RERER6VZM06SiooLc3FxsttbHXJXItlNBQQF5eXkd3Q0RERGRbm379u307t271WOUyLZTUlISYAU3OTk54u15PB7mz5/P5MmTcTqdEW+vq1F8QlOMQlOMWqf4hKYYtU7xCU0xalBeXk5eXl4w52qNEtl2CpQTJCcnRy2RjY+PJzk5+bD/YLdE8QlNMQpNMWqd4hOaYtQ6xSc0xai5tpRw6mYvEREREemSlMiKiIiISJekRFZEREREuiQlsiIiIiLSJSmRFREREZEuSYmsiIiIiHRJSmRFREREpEtSIisiIiIiXZIWRJCI2rZlFxv++y6V323GLK3E9Njw+x1g2rD5DUzsmIYB2DAAwzQxMKHRl/Uc67lB/TZ/wzZM3nt6cf0+MAzreLP+e+A5wedYxxrWq+ubJ7jTZlj7bVafTLuBgYFpB8OwWdttBqbNhs0wwG7DtNkw7HawGRg2O4bdhmG3YdrtGHY7Nrsd7A4Mh/XceuzEsDuC+w27DaP+PDabDcNhfbfVf7eOs2Gz27HZ7BgOG3aHHcNmx+awY69/jd1uw2Z3YHMY2OwO/Kaf2io35aUVuGJjrdfYbTjsdmyGgc0WesJpERGRzkiJrISF6fez+pvPWbnqI3Zt+B7HtiocdXZMTEw8gB8wwY71dUDGAb5olIHawbBhYAdsYFjfDVsCzvjTMGyhl7Q7JP76r4Nh+q3E3PRbSbvpt5Jy08QwfRh46/c1Pq7+WKzHBB9b+zOK19Bv2/utNjsK2H3PH5tt92HgN2yYRuPvBqZhq/9ubQ/sMw0bbqeL58dfQGHfocw+dyRj8lIPMhgiIiKHRomsHJKaygr+88LDbPt8Gc5qK7uLqd93cLleYCT2ALsaPd7/KNMHlV4Df3wehmnDGke1WY9Ng0TTQZrpsMZ4TaN+rNeGaVoJcvB5/WMaPTaxNTw3bI2OtYHR8DqMENU6hs3qt2E/0FW2W3lyP/oWzMfm92MGw9e2UVY7JnbTd8CQH8jwtUv4KKYXb64qUCIrIiIdRomsHBTTNPnk3Zf54sX/h73OxFoV2oHN2Q+bPQuHGUOio4jcY3qTP/FkkpLTiXMlEONwYbPbgucw/Sam6cc0Tfw+H36/D5/fh8/04fN58fv9+PwN331+Hz6vB6/Hg9froa62hpUrV5BQvI+iNWsZccoABv54MiYmPtOHaZq8v+V9nvn2GSb3nczfTvlbxONi+k1MP/gDj31+TJ8P0+fD7/MGH5t+X3Cf3+fD9PubbPf7/I22Bb6b+P3+4P73XveCYSP/+UeIi/Vb2fzCezCL1sJ5T2EOmYq71s289+Zx2oQJ2G12vPXt+b0+/D4/Pq/Vps9X367X2u8L9tnE77XeAz5cgO3VFxieYg2rV9R6IhpPERGR1iiRlRb5/T5e/PtdrHSv45Jr7mBs5ljqar28M/s9etuWsnL9t1T6PNgBj8Mk2XYq/vhROPw+8t2LOflP1xHXNz/i/fR4PBQU1ZCStJeiNWtJMGMZnD64yTGbyjYBUOmpjHh/DMPAsBtgD1FBESaOdxbhdfuoyzmBuJ5x1sYVz2DsXgueSoyYGByGgS02hrjUZJxO5yG1V7pvF7tehTS/G4BKt/dQL0FEROSgKZGVFm1fs5pdy74iB7h54c0svmgx3y0pZGehiy1VZfh9Hgy/Se9yJ8W9r8HvjCehtohTJrjJv2x21PsbExcPgLu6qtm+RGciAJV1kU9koy0m1m4lsjWNEkpXfY2wuzzs7dkSrVg63dUAVNQqkRURkY6jRFZaVFq0K/jYXWYlRBWFu/FUvoHfuw2b3ySvMpuifheBYaOn73um3j2BuL6DOqS/rvgEq69VzRPZpBgrsSuvC39i19FccQ6qy+pwN05kY1Os77VlYW/PnmzF0lljJbLlKi0QEZEOpERWWrRn2+bg46QaB+7qar6c/zh+bxHgxJF8NkU9+gAwNHMdP7r9UuzxKR3UW0hITwegonhPs32Z8ZkAFFUXYZomhtF9pptKSHWxr7CaypLaho1JOdb3sh1hb8+RlWV937sbTJOC0pqwtyEiItJWSmSlRTs2fRd8PGhbEn//9S9wVrvBcBGTeC42Rw52082JxxUz/LLrrblRO1BKTyvBKttd1GxfTkIOBgY13hqKa4vJiMuIdvciJrlHLADlexsllGn9rO/7toa9PWevXgAYNdUk11Wzt9Kgus5LfIz+KRERkejTyl7SjOn3s2/79uDzIwoScBa7wYgnJvF8jtr6EqNW/4PEPoWMuPLSDk9iAVIys7HZ7dRWVlC2u7DJvhh7DHlJeQCsLV7bEd2LmLQcq6Riz7aKho0Z9eUdhavBF94aVpvLFUxmj3RbvzSs2dn9SjZERKRrUCIrzZTt2Y3f7cGPSVW/eEwbVPWMx5V8MckxkFSwiYziNWQfM6KjuxrkjI0lZ6A1W8FX897GNJtOjHpszrEAvLz+ZTz+7lPX2WtwGgDb1+2jZFd9fXDWcIhLh7oK+PqFsLcZP/44AH6+cyl2v4/nlmzB6zvYFSJEREQOnmHu/198aVV5eTkpKSmUlZWRnJwc8fY8Hg/vvvsuZ5555iFPndRWG5Z9zpt/+wvFyW5G33YNPx/8c1Yv3MInr26mj305AxY+Ta3dSfpHn9E3M8KraIXQOD6bVyzlrb/fB1g3f8WnpFhLtdrtuP11bC7bjLW8rQ2n3YqlYRjWMrStLSDQWklts31GiP2h9rXj9fXiy9JxeK1lKPw2f/3SvH4wA8ml0eTbwWl4sWGaOOuojxvBpX6bHmfWr8RGw/MWOtHmLpmtHLz/vpb+Rdv/tY0Xjahf9hjT2O88LTRqNH24/1Xt33So62vtsppfVGtnazm+4dK5qsoPFO3Gh7ThmP3O0/Kn1djv+f5HBLaawa0tx6q1D29r+0OcofGHsC3N7ddyWN7XQB/a0mYb7lFovvdAF2lx2BNw2pOaHF3fGg7sJDSroGz0b1lw2fMDdfiAnTpwf1s8tq3vs4nH68HhiCHUrRxZrMFBXZPzlsb3pcaZXr/s+36f6eA/d41XygzR7+AxBjU9c9h75AkMzExk4rCsENdx6NqTa6mwTZrZvcW60ask2cPg9MEYhsHejQUAJHms2Qy2peQyOiOxw/rYkoHjTuCki6/gi9dfwl1d1Wwqrh7BNccaM/f73hXtbrKKWjSSjiZj2gcKXbhD2tr5QrXV1tceynlEJOrstqNwxvzogPtLo9eV8GhjVtb7i/eIqy1psi2eyJXOLckezv27e3D2mNyoJLLtcdgmso8//jh//etfKSwsZPTo0Tz66KMce+yxHd2tTqFg83oA9iV5GJg2EIDiHZWAE1dtKQBlvfphs3WycRrD4Nizf8aRZ/yE0sICaqsq61ew8gbzD5/fx57q3VR6KvH5fXhNX/3Im8Xcb+1bs6Ulcxvv3/+1jfabZtPXmtbG/U7TpLH9mmnoi9lsp9msfZ8bfNWAz1pVDD/g8+J3V7KveA9paakYzRKxxn0293/YcExLSwL7Tew1dVDnxev14/f6G11e46szaPkEDdfW7JPUQsiN+usOnUsGYtN0q2E2Hjgym12ix+vB6Wj+V4/mo66BawkxDNxirBu9Zr8Otjq6ax7oqBbOu9/nsEWt7Gv6CW3ojc/nx263hehfW7QwfHfAWLV8Le0ZTWxT1w71oEY/84Zho+n7FObffg7hdM0+Rm1qoKVIh+pEy9dttjYAGuqvKgfgoBSn59PmO0yIwUaSGdPCCffvX/Netfojd8A+Gs0OaX5ZhjUSHNzW9N8Ev9+PzRb6vhPziAQ8ZtP29rj6UulIa96r/f/d3P8fxzZ8MIzsvpx/VG/G9EkN2bdoOywT2ZdeeokZM2YwZ84cxo0bx0MPPcSUKVNYv349mZmZHd29Dle0eSMAjuxUEpwJ+H1+ioutcmp78W7roCMGdlT3QnLExJDRp98B9w+IXlc6hY4oT+lqFKPWKT6hKUatU3xCa1+Mfh2VPnUFh+XNXg8++CDXXnstV155JcOGDWPOnDnEx8fz1FNPdXTXmvB5PDxz6y24q6K3IlVtVSXufdZE+tn5VspXWlSDz2/HadTg3GWVFqSMHB61PomIiIi05LAbka2rq2PFihXMnDkzuM1mszFx4kSWLFnS7Hi3243b7Q4+Ly+3phryeDx4PJG9+/3p226hYs9Wat6qxnPOTyPaVsCujRsAqIzzckTPwXg8Hoq2lgKQbttKbHUNfgx6jx0W8etvi0AfOkNfOivFKDTFqHWKT2iKUesUn9AUowbticFhl8ju3bsXn89HVlbTYuWsrCy+++67ZsfPnj2bu+++u9n2+fPnEx8fH7F+AtQVW2+kz3SzYMGCiLYVULp+DQAlyXW4NpXz7vZ3qVzrB1JI8Vlzy+5K6MG+775ix4avotKntohWfLoyxSg0xah1ik9oilHrFJ/QFCOorq5u87GHXSLbXjNnzmTGjBnB5+Xl5eTl5TF58uSIT7/16ldfUrCuABM/kyZNikpd0fvbN7AXKEmq47aJF5OTkMO7az+mFIj3WHdI7u6Zx/lTz4x4X9rC4/GwYMGCqMWnK1KMQlOMWqf4hKYYtU7xCU0xahD463dbHHaJbEZGBna7naKipkuZFhUVkZ2d3ex4l8uFy+Vqtt3pdEb8gxYTF1f/yB+V9gB2bbFKC2rS7eSl5GEYBiVFfsCOo3wfAJ5+R3S6H7JoxacrU4xCU4xap/iEphi1TvEJTTGiXdd/2N3sFRMTw1FHHcXChQuD2/x+PwsXLmT8+PEd2LPmHHGx9Y+is2qSz+ulvMC6mSu9T18Mw6C6vI7qWifgx15ozSUbN2RwVPojIiIi0prDbkQWYMaMGVx++eUcffTRHHvssTz00ENUVVVx5ZVXdnTXmohxWYmsaUYnkd1XsAN8fuocfvr3GQoE5o+FFHshscXWiGz2kSOj0h8RERGR1hyWiewFF1zAnj17mDVrFoWFhYwZM4Z58+Y1uwGso8XEN5QWRMPurdaKXvuS6hifPgSAPVututh0cwt2v58qRyyDRg+KSn9EREREWnNYJrIA06dPZ/r06R3djVbFxAZmRYhSIrtlE2DNWDA43SofKN5olRokeq2FEHak5XJUcmzLJxARERGJosOuRrYriU1MrH/kx+fzRry9nfVL05Ymezki9QgA9u6sAiCmphSA8l79MIzOtTStiIiIHJ6UyHZicQmJwcc1NVURb2/vtq1Wu7k9cdldeD0+9pVag/b2PXsAsA1QWYGIiIh0DkpkO7GElNTg48ry0oi2VV1WireiChOT3L5WsrpvVzWmacNlVOAoKgQgbZSWphUREZHOQYlsJxaXnBJ8XF26L6Jt7dm2BYCKeC+Ds6wZC/ZurwCgh30LsTW1+DHod9SIiPZDREREpK2UyHZiCUnJgFWPWl3R9lUuDkagrGBfkochadaMBXs3WvPGpnh3AFCQmMGAvj0j2g8RERGRtlIi24lZN3tZb1FNVUVE2yrc+gNgTb01KN0qLdi71RoFjvOUAbAnsw8uhz2i/RARERFpKyWynZgz1gVYiWNtZWRv9irY/D0Anh4uMuIyME2T4j0mAPbSYmtfvyMi2gcRERGR9lAi29kZ1ltUV1MdsSb8fh8Vu6ybudLz+gBQVerGXefAwIe9yJpLNl5L04qIiEgnokS2kzPq3yJPBBPZ0sJCTI8Pr81Pvz719bH1S9Om2ncSW2yVFmQfNSpifRARERFpLyWynV59IlvrjlgLe7dvAaA0ycPA+vrYkq1WOUGauQ2b6afCGcegESotEBERkc5DiWynV5/Iuusi1sLe+qm39iV5GJg20Nq22So1SPDuBaylaTO1NK2IiIh0IkpkO7lAaYHXHbkR2Z31N3qVJnmCS9OWFFilDM5qq6ygsle+lqYVERGRTkWJbKdnJY9ejydiLezeugkAR1YqcY44fF4/+0qdANiKA0vTDoxY+yIiIiIHQ4lsp2e9RX6vNyJn99TWUrvXmi82s28+AKVF1fhNGzFGFa5d1qIIWppWREREOhslsp2cUT8i6/dEJpHdu8Na0asmxkf/nMCMBdbiC+m2rbhq3fgw6He0lqYVERGRzkWJbCcXqEv1e30ROX/D0rR1wRu9SjZZ88Ym+3YCUJDUkwF5GRFpX0RERORgKZHt9AKlBZFJZPds2wzsN2NB/dRbcXWl1jFamlZEREQ6ISWynVywtMDnj8j5d25aD0BFip8+SdaqXiW7raTZXl4CaGlaERER6ZyUyHYRZgQSWdM0Kd6xHYDE3CwcNge1VR4qq2MAcBZaN3olDB0S9rZFREREDpUS2U7PGpE1/eFPZKvLSvFV1eDHJKdPfX1sgbU0bZJtN3HFVolB9pEjw962iIiIyKFSItvJGcFE1gz7ufdstepjKxK8DMwcDMDebdYCCKnmNmymSbkznkEj+oe9bREREZFDpUS2kwskskQgkW1YmrZhxoLijVY5QZLXWqJ2R3ovspLjwt62iIiIyKFSIttFRGJEtqjxjAWp9YnsTmsO2ZiaUgAqe/ULe7siIiIi4aBEtpOrn0YWzPAnsgWbvwfAneYgMz4T029SUmw1aK9fmtY+cFDY2xUREREJByWyXUS481jT76eisAiA1F69MQyD8uJaPF4HNjzEFewAIG2klqYVERGRzkmJbCcXrJENcyZbtrsI0+PFZzPp28e60at4pzVjQZptOzHuWnyGjXwtTSsiIiKdlBLZzi4yeSzFO7cBUJbgYVCP+kR2i1VOkOqz5pbdmdiTI3qnh7dhERERkTBRItvJRWpEdu92K5EtTWxYmrZ4y24A4uus+WP3ZuZpaVoRERHptJTIdnINN3uF97yFW38AoDSpjgGpAwAo3lULgKPSWprW1zc/vI2KiIiIhJES2U7OCD4KbyZbuG2T9SAjkaSYJLx1PsrKnAA491hzyMYPHhzWNkVERETCqd2J7ObNm3nuuef405/+xMyZM3nwwQf56KOPqK2tjUT/2qVfv34YhtHk67777mtyzDfffMNJJ51EbGwseXl5PPDAAx3U2zayBUoLwndKv99HVaFVRpDeqzcAJbuqMDGINcqI3WPNZpA1RjMWiIiISOflaOuBc+fO5eGHH2b58uVkZWWRm5tLXFwcJSUlbNy4kdjYWC655BJ+97vf0bdv30j2uVX33HMP1157bfB5UlJS8HF5eTmTJ09m4sSJzJkzh9WrV3PVVVeRmprKdddd1xHdDckIlsiGL5Mt370b0+vDZzPpk1d/o9cOayGENGM7Dp+fGnsMA0ZpDlkRERHpvNqUyI4dO5aYmBiuuOIKXnvtNfLy8prsd7vdLFmyhBdffJGjjz6a//3f/+X888+PSIdDSUpKIjs7u8V9c+fOpa6ujqeeeoqYmBiGDx/OqlWrePDBBw+YyLrdbtxud/B5eXk5AB6PB4/HE/4L2I/RqEg2XO0VbbHKCsoSPIxJycfj8bCnfmnaZI81f+yO1BxGJDiico2HItC/zt7PjqQYhaYYtU7xCU0xap3iE5pi1KA9MTDMNgz1vf/++0yZMqVNJywuLmbLli0cddRRbe5EuPTr14/a2lo8Hg99+vTh4osv5tZbb8XhsPL1yy67jPLyct54443gaz766CMmTJhASUkJaWlpzc551113cffddzfb/vzzzxMfHx+xawkofP09Kmt3YLMl0//CC8JyzpJvV1Hy9ZdszK1i6Inn0sfRh/LPPZSXpTOici6Zyz/nswHH0vPac8PSnoiIiEhbVVdXc/HFF1NWVkZycnKrx7ZpRLatSSxAjx496NGjR5uPD6ebbrqJI488kvT0dD7//HNmzpzJrl27ePDBBwEoLCwkP7/pnfhZWVnBfS0lsjNnzmTGjBnB5+Xl5eTl5TF58uSQwQ2H595cYD0w4cwzzwzLOd/e9C0lQGliHZecfglJMUn8v48WAhBTUWZ9Hzw0bO1FksfjYcGCBUyaNAmn09nR3emUFKPQFKPWKT6hKUatU3xCU4waBP763RZtrpENWLlyJU6nk5EjRwLw3//+l6effpphw4Zx1113ERMT095Ttur222/n/vvvb/WYdevWMWTIkCYJ56hRo4iJieGXv/wls2fPxuVyHVT7Lperxdc6nc6ofNAMW0NpQbja27Njs/WgRzzpCenUVnmorrXeN2dRfYnB8KFd6gcpWu9HV6YYhaYYtU7xCU0xap3iE5piRLuuv92zFvzyl7/k+++/B2DTpk1ceOGFxMfH88orr/Db3/62vacL6bbbbmPdunWtfvXv37/F144bNw6v18uWLVsAyM7OpqioqMkxgecHqqvtaDZb4C0Kz81efr+PyvoZC9J6WbXOJbuqAEi07SG+dB8AvY7U0rQiIiLSubV7RPb7779nzJgxALzyyiucfPLJPP/883z22WdceOGFPPTQQ2HtYM+ePenZs+dBvXbVqlXYbDYyMzMBGD9+PHfccQcejyeY7S9YsIDBgwe3WFbQGdjsViJrhimRLdtdhOn14bX56ZNnzUpQssMqJ0g1t2MAJa4kRgzuE5b2RERERCKl3SOypmni9/sB+OCDD4J1lHl5eezduze8vWuHJUuW8NBDD/H111+zadMm5s6dy6233sqll14aTFIvvvhiYmJiuPrqq/n222956aWXePjhh5uUJHQ2NltgiVh/WM5XXL80bVmilyPSrRW9SjbtBCDRY41O70rPJSXu8P6zhoiIiHR+7R6RPfroo7n33nuZOHEiixYt4h//+AdgLZQQuHGqI7hcLl588UXuuusu3G43+fn53HrrrU2S1JSUFObPn8+0adM46qijyMjIYNasWZ12DlkAm6P+d40wzSNbvMNKZEsTPRyRegQAJTvLgRhiaq2R2epe/cLSloiIiEgktTuRfeihh7jkkkt44403uOOOOxgwwBrVe/XVVzn++OPD3sG2OvLII/niiy9CHjdq1Cg++eSTKPQoPOz28I7IBpamLU2so3+KVVtcUj+Qbt9nPbAfMSAsbYmIiIhEUpsT2U2bNtG/f39GjRrF6tWrm+3/61//2ijpknCx1dfymmFKZIu2bbTO1yOeFFcKNRV11LitGQtiC7cDkDZiaFjaEhEREYmkNtfIjho1ihEjRvD73/+eZcuWNdsfGxt72E8XEQkOZ+B3jUMvLWg8Y0Fq714AlBRYMxYk2wqJq6rEj0HfozRjgYiIiHR+bU5k9+7dy+zZs9m9ezc/+clPyMnJ4dprr+Wtt96itrY2kn08rNmdgXl5D31EtsmMBb0CMxaUApDit5amLUzowRF5GYfcloiIiEiktTmRjY2NZerUqTz55JPs2rWL1157jR49evC73/2OjIwMzjnnHJ566in27NkTyf4edpwxgVFuE6/v0NZfbnHGgs3WAggJddZI7e6evYl1qkREREREOr92T78FYBgGxx9/PPfddx9r167lq6++4qSTTuKZZ56hd+/ePP744+Hu52HLERMbfFxX5z6kcxXvtGpgG89YULyzAoCYamshhLq8/JZfLCIiItLJHFQiu7+BAwdy2223sXjxYgoKCpg8eXI4TiuAK7Zhedy6ukMr4dizYwsAZYkejkg5AtM0KSm2lsB1FFsjsq6BAw+pDREREZFoaff0WwAFBQV8+umn7N69O7g4AlgjtTfeeCM9evQIWwcPd864hhFZt+fQEtnC7dbUW740F6mxqVSVuXHXOTHwkVA/Y0HG6OGH1IaIiIhItLQ7kX3mmWf45S9/SUxMDD169MAwjOC+QCIr4RPjigcMwMRdV3PQ5zFNk4pCa+Wu9NzeQMOMBUlGEU6PmzqbgyNGDz7ULouIiIhERbsT2T/84Q/MmjWLmTNnYrOFpTJBWuGIi8WqAPEdUo1sdVkp/to6/Jj06l1/o9d2qy421WfNWLA9OYszMpMPtcsiIiIiUdHuTLS6upoLL7xQSWyUOGJjAGsWgUMpLSipv9GrMt5L/4z6RHbLLgDi62csKM3qg91mtHwCERERkU6m3dno1VdfzSuvvBKJvkgLHLGxYNQnsu7qgz5PSYE16lqW4CE/xZqZoGRnJQDOSmtk1tev/6F0VURERCSq2l1aMHv2bH784x8zb948Ro4c2Ww1rwcffDBsnRNwxAdKC6Cu9uBrZPfuCMwh6yE/Ob9+xgLrvDElVu1swuBBh9ZZERERkSg6qET2/fffZ/Bg66ag/W/2kvCKiYvDMOyYJrirqw76PAXbfgCgJtlGZnwmVaVu6rwObHhJKLLKDnJGDw1Ln0VERESiod2J7N/+9jeeeuoprrjiigh0R/bniI8nMCJbW1l50Ocp3VW/gld2TwzDCM5YkGwU4vB5qXa4GDBiwCH3V0RERCRa2l0j63K5OOGEEyLRF2lBTHw8gZu9aqsObkTW466lbl85AD179QWgZHsJAMn1MxYUJGeRmRzb8glEREREOqF2J7I333wzjz76aCT6Ii2ISYgHI1Aje3CzFuyrH42tdfrol22t3FWypRCA+Lq9AJRn56k0RERERLqUdpcWLFu2jA8//JC3336b4cOHN7vZ6/XXXw9b5wScMU4MbJiAp+bgEtngjAWJHo6un7GgtLAKiAnOWGD2yQ9Hd0VERESipt2JbGpqKueee24k+iItsDvsBAbOvbUHtyBCyc6Gqbf6JfezZiwosUZfHSXWHLLxg1QfKyIiIl1LuxPZp59+OhL9kFYY9Ymsz31wiWzh9o0AlCd66Zvcl5oKD+46J+AncfdOALJGacYCERER6Vq0PFeXYI2eeus8B/XqPTu2AmDPSCbWEcu+QuumsSRjD06vm1q7k/7DNSIrIiIiXUubEtnTTz+dL774IuRxFRUV3H///Tz++OOH3DFpYNQnsr6DSGRNv5+q3XsASMvtBcC+nVZdbLLPuglsR0o22alx4eiqiIiISNS0qbTg/PPP57zzziMlJYWpU6dy9NFHk5ubS2xsLPv27WPt2rV8+umnvPvuu5x11ln89a9/jXS/Dy+m9fuG3+Nt90srivdienz4bCa9e1mjrvuCMxZYCW55Zm/NWCAiIiJdTpsS2auvvppLL72UV155hZdeeoknnniCsrIywFrNa9iwYUyZMoUvv/ySoUNVaxlugRFZv9fX7teW7LRW7SqP9zAqrT8A+wrKgRic1dbIrF8zFoiIiEgX1OabvVwuF5deeimXXnopAGVlZdTU1NCjR49mU3BJeAVGS82DSWQbTb3VL7kfAPuKTQCcwRkLBoahlyIiIiLR1e5ZCwJSUlJISUkJZ1/kQMyDT2T3FtSPyCZ4yU/Jp67WS2W1C4DE3VaSmzlySJg6KiIiIhI9mrWgCwhUr/p9/na/tnD7JgDcSTYy4jIoLaoGIJYyXHWV1owFIzUiKyIiIl2PEtkuIFAji89s92tLi3YBkJSViWEY7CuoBCDFtGYs2JmcRW5afHg6KiIiIhJFSmS7gEAia/rbNyLrravDs68CgMxe/QDYt9VKYBPqrJkLyjRjgYiIiHRRSmS7gGCa2c4R2bLdVrJa5/DTJ7t+6q0dpQC46mcs8GnGAhEREemi2p3IXnXVVTz77LPNtpeXl3PVVVeFpVMt+fOf/8zxxx9PfHw8qampLR6zbds2zjrrLOLj48nMzOQ3v/kNXm/TuVc//vhjjjzySFwuFwMGDOCZZ56JWJ/DJzAi275Edt8ua/S1PN5Dv5R+1rY9dQA4S605ZOMGakUvERER6Zrancg+88wz/OpXv+Kmm27C3+hP3TU1NS0muOFSV1fH+eefzw033NDifp/Px1lnnUVdXR2ff/45zz77LM888wyzZs0KHrN582bOOussTj31VFatWsUtt9zCNddcw/vvvx+xfodDcETWbGciW2glshUJXvom98Xn81NWHgNA/J6dAGRpxgIRERHpog5q+q133nmHa665hnXr1vHyyy+TlpYW7n41c/fddwMccAR1/vz5rF27lg8++ICsrCzGjBnDn/70J373u99x1113ERMTw5w5c8jPz+dvf/sbAEOHDuXTTz/l73//O1OmTGnxvG63G7fbHXxeXl4OgMfjweNp/5Kx7eXxeBpqZE1/u9oMzFhQnuAhJzaHkl0V+E0bDmqIqy7GbXPQe0h+VK4jUgJ978rXEGmKUWiKUesUn9AUo9YpPqEpRg3aE4ODSmSHDRvG0qVLOe+88zj22GN58803SU9PP5hThc2SJUsYOXIkWVlZwW1Tpkzhhhtu4Ntvv2Xs2LEsWbKEiRMnNnndlClTuOWWWw543tmzZweT6Mbmz59PfHx07vY3qB+J9Zm8++67bX7dpnXfAOBOsPPxgo+pKbQD8aSYuzCAnUmZbF66mNXd4F6vBQsWdHQXOj3FKDTFqHWKT2iKUesUn9AUI6iurm7zse1OZAN3uPfo0YMPPviA66+/nvHjx/PXv/61vacKq8LCwiZJLBB8XlhY2Oox5eXl1NTUEBcX1+y8M2fOZMaMGcHn5eXl5OXlMXnyZJKTk8N9Gc14PB7+30uLAKvE4Mwzz2zza//37efxA2m9enHmmWfy1dvfUcweEuusKbnKMntz/lltP19n5PF4WLBgAZMmTdIKcwegGIWmGLVO8QlNMWqd4hOaYtQg8Nfvtmh3Ims2qtN0OBw8+eSTDBs2jF/96lftPRW33347999/f6vHrFu3jiFDOq6O0+Vy4XK5mm13Op1R+6DZ6kdkTdNsc5sedy3e8ioAsnr1w+l0Ur6jGABXrfXd17tPt/lhieb70VUpRqEpRq1TfEJTjFqn+ISmGNGu6293IvvRRx81KyOYMWMGo0aN4rPPPmvXuW677TauuOKKVo/p379/m86VnZ3NsmXLmmwrKioK7gt8D2xrfExycnKLo7GdTjvu9Sotskah3U4feVlWDPftrgFcxJTtBSD2iLbFVkRERKQzancia7fbcTiav2zixInN6k9D6dmzJz179mxvF1o0fvx4/vznP7N7924yMzMBq84kOTmZYcOGBY/Zv8Z0wYIFjB8/Pix9iBRbcN6CtmeypcGpt7wcndQH0zQp3WdNUhFbbCW5PYYOCms/RURERKKp3dNvTZgwgfz8fH7/+9+zdu3aSPSpRdu2bWPVqlVs27YNn8/HqlWrWLVqFZWV1pKrkydPZtiwYfziF7/g66+/5v333+fOO+9k2rRpwdKA66+/nk2bNvHb3/6W7777jv/93//l5Zdf5tZbb43adRySdky/FZh6qzzBQ9/kvtRUeKjzOgE/ieVF+DHIGzU4Qh0VERERibx2J7IFBQXcdtttLFq0iBEjRjBmzBj++te/smPHjkj0L2jWrFmMHTuWP/7xj1RWVjJ27FjGjh3L8uXLAWuk+O2338ZutzN+/HguvfRSLrvsMu65557gOfLz83nnnXdYsGABo0eP5m9/+xtPPvnkAafe6iwMoz6BbUciW7RzCwDlCV7ykvIoLbLuAExkDzbTy+74NPrmdOxMEyIiIiKHot2lBRkZGUyfPp3p06ezefNmnn/+eZ599llmzpzJySefzIcffhiJfvLMM8+EXIWrb9++IaenOuWUU/jqq6/C2LPIMw6itGD3ji3Wg9Q44p3xbCnYDUCS1yorKE7PJsahFYpFRESk6zqkTCY/P5/bb7+d++67j5EjR7Jo0aJw9UsaCY7I4m/1uMYqdtcnrllWvXDpVmvKrbg660av2py88HVQREREpAMcdCL72Wef8atf/YqcnBwuvvhiRowYwTvvvBPOvkk9W/3cvW0tLairqcZXYZUS9OzVF4DSQmtONmfVPgDsffuFt5MiIiIiUdbu0oKZM2fy4osvUlBQwKRJk3j44Yc5++yzo7bK1WGpnSOygam3amN89OlpTbFVWuwFnMTs2wNA0qAjwt1LERERkahqdyK7ePFifvOb3/Dzn/+cjIyMSPRJ9mM3GmpkTdMMrq52IGX1iWxFvJdjk/vi95uUlccAkFBizWaQPaLjFpkQERERCYd2J7LtXfRADp1ha0hc/T4f9hbm8W2sdHd9IhvnpU9SHypLavGbduzUEVe7j0pHLP0H9Ylon0VEREQiTbetdwVGw9tUV1cb8vA9BdsAa0S2ydRbZhEGJrtSsuiR2HzZXREREZGuRIlsF2BrVErgdteEPH73rq3Wg9RY4p3xlO6wZipIrLNGaisze4W/kyIiIiJRpkS2C7DZbFA/l2xNXXXI48sDU2/VL/9but16HltbAoCvl8oKREREpOtTItsFGHYDsAOhR2T9fh+efdZUW+nZvQEoLbKW8XVWFAMQO6B/hHoqIiIiEj3tvtmrscrKSvz+plNCJScnH1KHpDnTMMCwg+kNWSNbWVIMfhOfYZKbnQ9AaYk1fVdsSREAPYYMjGyHRURERKKg3SOymzdv5qyzziIhIYGUlBTS0tJIS0sjNTWVtLS0SPRRGo3I1oYoLQhMvVUZ56V3cm+8Hh8VVdaNXYkVhfgMG31GDopod0VERESiod0jspdeeimmafLUU0+RlZUVck5TCQNbQyIbakQ2MPVWZf2MBWV7agADJ1U4PZUUJGbwo+zUyPZXREREJAranch+/fXXrFixgsGDB0eiP9IC025gGHZME9zu1hPZfYXWggcV8V56J/Wm7DtrBDfJV4gBFKfn4LSrNFpERES6vnZnNMcccwzbt2+PRF/kAEy7neCIrKf1RLawYAsANYnQI7ZHcMaCBLdVH1tXfwOYiIiISFfX7hHZJ598kuuvv56dO3cyYsQInE5nk/2jRo0KW+eknr3+Zi+gLtSIbJE1IutKT8EwjOAcsq4aa+otR19NvSUiIiLdQ7sT2T179rBx40auvPLK4DbDMDBNE8Mw8Pl8Ye2gAI1GZD1ed6uHVu+1EtbkzCwASotqABcxZVZCm3yEpt4SERGR7qHdiexVV13F2LFjeeGFF3SzV5SYdltwRNZTV3fA4+pqqvFXWSO2mTnWyGtpqbUvfp91E1j2cE29JSIiIt1DuxPZrVu38uabbzJgwIBI9EdaYDrsGNgxAY/nwCOyZbutOthap4+8Hn2pq/VS47am3oqr2Yvb5qDP4H5R6LGIiIhI5LX7Zq8JEybw9ddfR6IvciBOe5tGZANTbwVmLCjfa43OuswKnN4aipJ6kpEUG/n+ioiIiERBu0dkp06dyq233srq1asZOXJks5u9fvKTn4Stc2Ix7Q6CNbLuVkZkixrmkO2d1JvyzVUAJPitmQvKemSrFERERES6jXYnstdffz0A99xzT7N9utkrMoyYhhFZX92BE9k9u6xp0SrivPRO7M36HRsAiHfvAcCT3SvCPRURERGJnnYnsn6/PxL9kFaYDidGcET2wKUFe4usRNZMdhHvjKeswJrBIKZmHwCOPn0j3FMRERGR6NEST12AGeMkUFrga6VGtnyPNfIa3yO9/nkNADHlVkKbNCA/gr0UERERia52j8gCVFVVsWjRIrZt20bdfonVTTfdFJaOSQPDEUPgdw5/neeAx7n3lQKQ1jOH/9/evUc3VaX9A/+epLn1mrbpDVpKaytVuUxBZYo/kWupMCjjyKuILnAAFwyjgIAD6MCgMyAI+jLgK+M4As5CYByRWaPItHIb0IpyKQyIaBmkSmmB3tJrkib798dpT4ltk0abhLTfz1pd5pyzkzznyYnrYWefvQGgqlIAAAxV8hjZuFs40wQRERF1HR4XsidOnMDYsWNRV1eH2tpaREVF4dq1awgODkZsbCwLWS9QadSQIN+kZW+nkG2orYGwNAIA4hOSYbc7UF0nT70VXHcV9Wotet3MoQVERETUdXg8tGDevHkYP348KioqYDAY8Omnn+LixYsYNGgQ1qxZ440Yuz1JrYbU9FHZrY1ttqm+Jg8raNDakRiVjJryBgihglpYoLWaURpmgilU57OYiYiIiLzN40K2oKAA8+fPh0qlglqthsViQVJSElavXo0lS5Z4I8ZuTxWkhiTkHllha7uQNV+Thw/U6BuREJqAqivy+NhQxxVIEJx6i4iIiLocjwtZjUYDlUp+WmxsLIqKigAAERER+Pbbbzs3OgIAqNQqZWhBe4Vs1RW5kK012NEjpAfMxWUAgGCr3FPbGJ/og0iJiIiIfMfjMbKZmZn4/PPPkZ6ejnvuuQdLly7FtWvX8Ne//hV9+/b1Rozdnlqtgkq+bwuise3pz66VfgcAqDE0Ij4kHscuHQUA6OrlGQs0vXp5P1AiIiIiH/K4R3bFihVISJDviv/DH/6AyMhIzJo1C1evXsXrr7/e6QE2+8Mf/oAhQ4YgODgYRqOxzTaSJLX62759u1ObAwcOYODAgdDpdEhLS8PmzZu9FnNnkVRSS49su4Vs8xyyWuiD9KgqrQEAaKubp95K9UGkRERERL7jcY/s7bffrjyOjY3Fnj17OjWg9litVkycOBFZWVn4y1/+0m67TZs2IScnR9m+vui9cOECxo0bh5kzZ2Lr1q3Yu3cvpk+fjoSEBIwZM8ab4f9oUlOPLOxtF7JVTWNk9ZFGAIC5ohGAFvoqeWhB3K2ceouIiIi6lh80j2xjYyMOHDiA8+fP45FHHkFYWBiKi4sRHh6O0NDQzo4RALB8+XIAcNuDajQaER8f3+axjRs3IiUlBWvXrgUA3HLLLTh8+DBeeeWVG7+QbeqRhV20ebyhvBIAEB4TCyEEqqq1AIDg+quoC9IhOS3JF2ESERER+YzHhezFixeRk5ODoqIiWCwWjB49GmFhYVi1ahUsFgs2btzojTg7bPbs2Zg+fTpSU1Mxc+ZMPP7448rd+vn5+Rg1apRT+zFjxmDu3Lntvp7FYoHFYlG2zWYzAMBms8Fma39xgs7S/B7NY2ThcLR630arFY6aBgBApCkB5vI6NNqDIAkH9A3l+CYiAf10Kp/E62vN59QVz62zMEfuMUeuMT/uMUeuMT/uMUctPMmBx4XsnDlzcPvtt+PkyZOIjo5W9v/85z/HjBkzPH25TvX8889jxIgRCA4ORm5uLn71q1+hpqZGWaShpKQEcXFxTs+Ji4uD2WxGfX09DAZDq9dcuXKl0ht8vdzcXAQHB3vnRFwQjQ7s3r3baZ/VXAUAsKkdqCitxr/+uR9AMILFNaiEHRXhUfjwww99Hqsv5eXl+TuEGx5z5B5z5Brz4x5z5Brz4x5zBNTV1XW4rceF7KFDh/DJJ59Aq9U67e/duzcuXbrk0WstWrQIq1atctnm7NmzyMjI6NDr/fa3v1UeZ2Zmora2Fi+99NKPWm1s8eLFePrpp5Vts9mMpKQkZGdnIzw8/Ae/bkfZbDbk5eVBBblLVgVg7NixTm2KTp9E0ftAraERI+4cicTvbsaBTy8oU28hsVer53QVzfkZPXo0NBqNv8O5ITFH7jFHrjE/7jFHrjE/7jFHLZp//e4IjwtZh8MBu93eav93332HsLAwj15r/vz5mDp1qss2qak//G77wYMH44UXXoDFYoFOp0N8fDxKS0ud2pSWliI8PLzN3lgA0Ol00Olar4il0Wh8eqGpmhZEgEO0et+6Snlmglq9HYkRiaj57BoAwNAgzyWrSUrq8l8KX38egYg5co85co35cY85co35cY85gkfn73Ehm52djf/93/9VptqSJAk1NTVYtmyZx71+MTExiImJ8TSEDisoKEBkZKRSiGZlZbX6WT4vLw9ZWVlei6GzSGieSLb1sYorJQDkOWQTQhJwvPQYADU0tRUAgNCUZB9FSUREROQ7Hheya9asQU5ODm699VY0NDTgkUcewddffw2TyYRt27Z5I0YAQFFREcrLy1FUVAS73Y6CggIAQFpaGkJDQ/HPf/4TpaWl+OlPfwq9Xo+8vDysWLECCxYsUF5j5syZ2LBhA5555hn88pe/xL59+/C3v/0NH3zwgdfi7izN029JonUle/WyvLqaJQSI1EWiutwCIBg6s9wja0pL8VWYRERERD7jcSGblJSEkydPYseOHTh58iRqamowbdo0TJ48ud2f5zvD0qVLsWXLFmU7MzMTALB//34MGzYMGo0Gr776KubNmwchBNLS0vDyyy873YCWkpKCDz74APPmzcO6deuQmJiIN95444afegu4vke2dSFbcU3ukdUYwyBJEsxmeRiCob4MdkmFnhm9fRUmERERkc94VMjabDZkZGTg/fffx+TJkzF58mRvxdXK5s2bXc4hm5OT47QQQnuGDRuGEydOdGJkvtF8s1dbPbJ1FfIQgpCoaNjtDtTWy0Mp9A3luGow4pYoz8YuExEREQUCj5ao1Wg0aGho8FYs5ILU/OB7hawQArYqeTnaqJgE1FZYIKCCWlihtZpRaYyBWiWBiIiIqKvxqJAF5AUHVq1ahcbGRm/EQ+1o/qAkAMLRskytpa4WsMmzSMTGJsFcJv9DI9h+DRKAelPbq5wRERERBTqPx8h+/vnn2Lt3L3Jzc9GvXz+EhIQ4Hd+5c2enBUctVNdNV2BvbERQ0zy+NWXyVFsNGjvSjImo/k6eistgk2/0QkJP3wZKRERE5CMeF7JGoxG/+MUvvBELuaC+7nGjzaoUstXlcsFap7cjISQB5uIrAABdvTxuVtcryadxEhEREfmKx4Xspk2bvBEHudXSI2ux1EMfEgoAqG7qka3T2xEXEoevr54DEARNjVzIRtzU29eBEhEREfmEx2NkR4wYgcrKylb7zWYzRowY0RkxURvUKqD542qwtqxBXH61GABQq29EbHAsqsutAABDjdxTG9/nh6+MRkRERHQj87iQPXDgAKxWa6v9DQ0NOHToUKcERa3J88jKAwwslnpl/7WmQtYeooYhyKDMIatvKENNkB6JvXizFxEREXVNHR5acOrUKeXxF198gZKSEmXbbrdjz5496NmTNxZ5iyQJQFIDwoYGa0shW1Umj4nVRIS1mkO2OMyEO0K0fomXiIiIyNs6XMj+5Cc/gSRJkCSpzSEEBoMB69ev79Tg6DrSdT2y1xWydeXyLAXBkZHKHLIqYYXWWo3qpDR/REpERETkEx0uZC9cuAAhBFJTU/HZZ58hJiZGOabVahEbGwu1Wu3iFejHkFSA5AiCEIDV2rIohdUsL4YQHh1z3RyyZZAgYItN8EusRERERL7Q4UI2OTkZAOC4bjJ+8iFJoHlIs8UiF6w2SwNQbwMARMf0QHVJ0xyyFvlGL3XPRN/HSUREROQjHt/stWXLFnzwwQfK9jPPPAOj0YghQ4bg4sWLnRoctZBUkMfIArDa5EK2pmkOWZvagbionjAXXwUA6Oqbhhv07uX7QImIiIh8xONCdsWKFTAYDACA/Px8bNiwAatXr4bJZMK8efM6PUCSSSqgeYyszSbPGlFz3WII8SHxqL5SDQDQNs0ha+IcskRERNSFebwgwrfffou0NPkmol27duHBBx/EE088gbvuugvDhg3r7PiomUoCJPnjah4j27yqV/McsmfLCwEEQ18n98gm3NzbH5ESERER+YTHPbKhoaEoK5MLqNzcXIwePRoAoNfrUV9f7+qp9CNIaglSU4+stWmMbNW1UgByj2xscCxqqpvmkLVUoFwXhp5xEf4JloiIiMgHPO6RHT16NKZPn47MzEx89dVXGDt2LADgzJkz6N27d2fHR00kdUuPrM1qAQBcvXIJANBgEDBqjKipl+eM1TVUoDgsCrogziJBREREXZfHPbKvvvoqsrKycPXqVbz77ruIjo4GABw7dgyTJk3q9ACpiVqF5n932GxyIVtxTV6UQh0ejPoaGxxCDQgHdNZK1Blj2nslIiIioi7B4x5Zo9GIDRs2tNq/fPnyTgmI2qZSq5Qe2UaLXMjWNo2RNRiNqKmQ9+kdVVAJBxpj4vwTKBEREZGPeNwjCwCHDh3Co48+iiFDhuDSJfnn7b/+9a84fPhwpwZH1wlSQ2r6d0ejVZ61wGKWZykIizSh5qoZAGCwyTd6qRK4GAIRERF1bR4Xsu+++y7GjBkDg8GA48ePw9LUO1hVVYUVK1Z0eoAkUwWplHlkG21WCIcD9hr5pq+o6DjUlMhzyGobKgEAwUk9/RInERERka94XMj+/ve/x8aNG/HnP/8ZGo1G2X/XXXfh+PHjnRoctZCCglqGFlitqK+phuQQAICYmJ6ouVoJANDWyf81pnAxBCIiIuraPC5kz507h6FDh7baHxERgcrKys6IidogaYKUoQV2qw21FfIQggatHXHhCagpk6c+09XJiyHE3JTsn0CJiIiIfMTjQjY+Ph6FhYWt9h8+fBipqamdEhS1ptK09MjabVbUVsoFa73WjvjgeNRUNQIA9JZK1AbpkZgU67dYiYiIiHzB40J2xowZmDNnDo4cOQJJklBcXIytW7diwYIFmDVrljdiJACSVoPmSSYctkbUNPXI1untMBlMqKmRx8/qLBW4FhKJML2mvZciIiIi6hI8nn5r0aJFcDgcGDlyJOrq6jB06FDodDosWLAATz75pDdiJAAqrea6HlkbKsrkOWTrdXZE6aJR26ADAOgbKlCTwPGxRERE1PV5XMhKkoRnn30WCxcuRGFhIWpqanDrrbciNDTUG/FRE5VOCwnyLAXC1oiysssAALtBDUetBAEVJNEIrdUMazTnkCUiIqKu7wfNIwsARUVF+Pbbb9GvXz+EhoZCCNGZcdH3qLQ6pUfWYbPDXH4NAKAOM7QshmCvhAQBKT7eb3ESERER+YrHhWxZWRlGjhyJm2++GWPHjsXly3LP4LRp0zB//vxOD5Bkan1LIQubXZm1QBcRriyGoLfIN4Bpe3IOWSIiIur6PC5k582bB41Gg6KiIgQHByv7H3roIezZs6dTg6MWar0OykiQRoeyqleIMbLVYgjhyYl+iJCIiIjItzwuZHNzc7Fq1SokJjoXS+np6bh48WKnBXa9b775BtOmTUNKSgoMBgNuuukmLFu2DNampVqbnTp1CnfffTf0ej2SkpKwevXqVq/1zjvvICMjA3q9Hv369cPu3bu9EnNnU+kNkJo/rkYH7NXyvLHhUTGouVIJANA1LYZg4hyyRERE1A14XMjW1tY69cQ2Ky8vh06n65Sgvu/LL7+Ew+HAn/70J5w5cwavvPIKNm7ciCVLlihtzGYzsrOzkZycjGPHjuGll17C7373O7z++utKm08++QSTJk3CtGnTcOLECUyYMAETJkzA6dOnvRJ3ZwrS6ZVCVm1xADY7ACA6Oh41FfJNYLqGCthUavRI4dACIiIi6vo8LmTvvvtuvPXWW8q2JElwOBxYvXo1hg8f3qnBNcvJycGmTZuQnZ2N1NRU3HfffViwYAF27typtNm6dSusVivefPNN3HbbbXj44Yfx1FNP4eWXX1barFu3Djk5OVi4cCFuueUWvPDCCxg4cCA2bNjglbg7U5BOC5VDAgCoG+Ub62xqB2KMCU6LIVwzGBETbvBbnERERES+4vH0W6tXr8bIkSNx9OhRWK1WPPPMMzhz5gzKy8vx8ccfeyPGNlVVVSEqKkrZzs/Px9ChQ6HVapV9Y8aMwapVq1BRUYHIyEjk5+fj6aefdnqdMWPGYNeuXe2+j8VigcViUbbNZvnGKpvNBpvN1kln0z7lPVQqSJCcjtXr7IjURuK/tXJMOksFKkONsNsbYbd7PbQbQnN+fPFZBCrmyD3myDXmxz3myDXmxz3mqIUnOfC4kO3bty+++uorbNiwAWFhYaipqcEDDzyA2bNnIyEhwdOX+0EKCwuxfv16rFmzRtlXUlKClJQUp3ZxcXHKscjISJSUlCj7rm9TUlLS7nutXLkSy5cvb7U/Nze3zSEW3nLiVAFUcB66Ua+z44vPz8LRIC8NrLWaURXdO2DG/XamvLw8f4dww2OO3GOOXGN+3GOOXGN+3GOOgLq6ug639aiQtdlsyMnJwcaNG/Hss896HNj3LVq0CKtWrXLZ5uzZs8jIyFC2L126hJycHEycOBEzZsz40TG4s3jxYqdeXLPZjKSkJGRnZyM8PNzr72+z2ZCXl4efDsnC/k+OOx2r19lx75Cf4f28c4BwQGs1Q53QE2PHjvV6XDeK5vyMHj0aGg2X5W0Lc+Qec+Qa8+Mec+Qa8+Mec9Si+dfvjvCokNVoNDh16pTHAbVn/vz5mDp1qss2qampyuPi4mIMHz4cQ4YMcbqJCwDi4+NRWlrqtK95O75pgYD22sS7WEBAp9O1eRObRqPx6YWmDw6G9L01Jxr0Duit8opqOns1VMKBoPj4bvkF8PXnEYiYI/eYI9eYH/eYI9eYH/eYI3h0/h4PLXj00Ufxl7/8BS+++KKnT20lJiYGMTExHWp76dIlDB8+HIMGDcKmTZugUjnfp5aVlYVnn30WNptNSUBeXh769OmDyMhIpc3evXsxd+5c5Xl5eXnIysr60efibUE6DdQQACQAckUrhejQUCF3v+tsVfJ/47k8LREREXUPHheyjY2NePPNN/HRRx9h0KBBCAkJcTp+/SwBneXSpUsYNmwYkpOTsWbNGly9elU51tyb+sgjj2D58uWYNm0afvOb3+D06dNYt24dXnnlFaXtnDlzcM8992Dt2rUYN24ctm/fjqNHj7bq3b0RabRaSA475I9MHgStCQtF7RV5qVqtRS5kw5I49RYRERF1Dx4XsqdPn8bAgQMBAF999ZXTMUmS2nrKj5aXl4fCwkIUFha2WohBCLl3MiIiArm5uZg9ezYGDRoEk8mEpUuX4oknnlDaDhkyBG+//Taee+45LFmyBOnp6di1axf69u3rlbg7k0angUrY5WVqhVzIGiIiUHutUj5eLxeyUSlc1YuIiIi6hw4Xsv/973+RkpKC/fv3ezOeNk2dOtXtWFoA6N+/Pw4dOuSyzcSJEzFx4sROisx3grQaSI5GXP+RhRmjUHe5FoAWOosZdkmF+N7skSUiIqLuocMLIqSnpzv9pP/QQw+1unGKvCdIrYJKNDr1ehuj41BbJS/Tq7NWoUIXhpgI300JRkRERORPHS5km3/Cb7Z7927U1tZ2ekDUNkmSIIlGCEeDss8U0xO11fLnorVUoSo0EmqVd4Z3EBEREd1oPF6ilvxH5WgEJLWyHRMcg7p6eVtnrUJ9RLS/QiMiIiLyuQ4XspIktbqZy1s3d1HbVKIRal1/AMDZXtUw6U2obdADAHSWKtiiTf4Mj4iIiMinOnyzlxACU6dOVRYHaGhowMyZM1tNv7Vz587OjZAUEuwI0t+J4ogLOHpLEcLskRCoBIQDGls1VDGx/g6RiIiIyGc6XMhOmTLFafvRRx/t9GDINZWwQ5I0sAaHw64WCLHJS+TqGuVVvbQuVigjIiIi6mo6XMhu2rTJm3FQB0iiEQAQ5JA/NmvTjAVaqzyHbGhiD/8ERkREROQHvNkrgEiwAwDUjiAkhyejrrRpVa8GMwAgsjcXQyAiIqLug4VsAGkuZBNFOF4b9Rpqr8k9sc3L08aykCUiIqJuhIVsAJHgAAD0hhFJYUmorZDn8dVZq1ClDUacKcyf4RERERH5FAvZgCIXsg65Y9ZpVS+zIQJ6jbq9JxIRERF1OSxkA0jz0ILmQrauWi5stRYz6sKMfoqKiIiIyD9YyAYQSdXUI+uQF6JoXtVLazXDGhHpt7iIiIiI/IGFbACRIAAADocKQgjUWeTFKbQ2MxyRXJ6WiIiIuhcWsoFE1VTICgnW+kY4RHOPbDXUphh/RkZERETkcyxkA4nU0iNbZ5Zv9Aqy10PtsEEby0KWiIiIuhcWsgFEUsljYx1Qod7cAEAeVgAAIT3i/BYXERERkT+wkA0karlHVgg16q6WAwA0lmoAQESPeL+FRUREROQPLGQDidIjq0Z9WSUAeXwsAET1SvBXVERERER+wUI2gEhq+eNyQI26CrmA1Vqr0aDWIDaesxYQERFR98JCNpAohWwQ6qrqAQAaWzUq9BEI1QX5MzIiIiIin2MhG0iCrhtaUN0IQO6RrQ2NgCRJ/oyMiIiIyOdYyAYQSSP3ujoQhLpa+cYvrdWMBi5PS0RERN0QC9kAIgU1FbJSEOrrWxZDsEdG+TMsIiIiIr9gIRtAJK0GgFzI1lm0AACtrRpSlMmfYRERERH5Be8QCiRNhayQgtDoaNplNSOIq3oRERFRN8Qe2QCi0mmctx1WqO0WGOJi/RQRERERkf+wkA0gkk7ntK21miEBCOOqXkRERNQNsZANIGq9wWm7eVWvyCSu6kVERETdDwvZAKIyGCA57Mq21loNOyTEJMb5MSoiIiIi/wiIQvabb77BtGnTkJKSAoPBgJtuugnLli2D1Wp1aiNJUqu/Tz/91Om13nnnHWRkZECv16Nfv37YvXu3r0/nB1NpDVCJRmVbY62GWRcCU0SwH6MiIiIi8o+AmLXgyy+/hMPhwJ/+9CekpaXh9OnTmDFjBmpra7FmzRqnth999BFuu+02ZTs6Olp5/Mknn2DSpElYuXIlfvazn+Htt9/GhAkTcPz4cfTt29dn5/NDqfV6SA4boJbHymptZtTow6BWcVUvIiIi6n4CopDNyclBTk6Osp2amopz587htddea1XIRkdHIz6+7Zuf1q1bh5ycHCxcuBAA8MILLyAvLw8bNmzAxo0b23yOxWKBxWJRts1mMwDAZrPBZrP9qPPqiOb3sNlskILUUDnqlWNaaw3qQ8J9EseN6vr8UNuYI/eYI9eYH/eYI9eYH/eYoxae5CAgCtm2VFVVISqq9YpW9913HxoaGnDzzTfjmWeewX333accy8/Px9NPP+3UfsyYMdi1a1e777Ny5UosX7681f7c3FwEB/vuJ/28vDxc++pbqETLeFitrRpXgvUBNTzCW/Ly8vwdwg2POXKPOXKN+XGPOXKN+XGPOQLq6uo63DYgC9nCwkKsX7/eqTc2NDQUa9euxV133QWVSoV3330XEyZMwK5du5RitqSkBHFxzjdGxcXFoaSkpN33Wrx4sVPxazabkZSUhOzsbISHh3fymbVms9mQl5eH0aNH48uQkzj5xTfKMY21GkHJvTF27Fivx3Gjuj4/Go3G/RO6IebIPebINebHPebINebHPeaoRfOv3x3h10J20aJFWLVqlcs2Z8+eRUZGhrJ96dIl5OTkYOLEiZgxY4ay32QyORWcd9xxB4qLi/HSSy859cp6SqfTQfe9+VsBQKPR+PRC02g00AUbIDlabvaSl6eN7vYXPOD7zyMQMUfuMUeuMT/uMUeuMT/uMUfw6Pz9WsjOnz8fU6dOddkmNTVVeVxcXIzhw4djyJAheP31192+/uDBg5266OPj41FaWurUprS0tN0xtTcajU4LCULZ1jeUIyi69fAKIiIiou7Ar4VsTEwMYmJiOtT20qVLGD58OAYNGoRNmzZBpXI/c1hBQQESEloWC8jKysLevXsxd+5cZV9eXh6ysrI8jt0fgnQ6NKr1Ldt2C/QxJj9GREREROQ/ATFG9tKlSxg2bBiSk5OxZs0aXL16VTnW3Ju6ZcsWaLVaZGZmAgB27tyJN998E2+88YbSds6cObjnnnuwdu1ajBs3Dtu3b8fRo0c71Lt7I9AYtIisOIfLBhOMNecBAMGxLGSJiIioewqIQjYvLw+FhYUoLCxEYmKi0zEhWn5qf+GFF3Dx4kUEBQUhIyMDO3bswIMPPqgcHzJkCN5++20899xzWLJkCdLT07Fr166AmEMWkIcWJH/7EYRKjaTiAwCA8IRY/wZFRERE5CcBUchOnTrV7VjaKVOmYMqUKW5fa+LEiZg4cWInReZbWr0OwfVXcOuXf1X2Rfbk8rRERETUPQXEErUk0+qdZ0+wqoIQHRvpp2iIiIiI/IuFbADR6rVO21W6UITru/cUHURERNR9sZANIBq1CjaVWtmuDQ6DJEl+jIiIiIjIf1jIBhBJktCoahnWXB8S4cdoiIiIiPyLhWyAabyuR9YWbvRfIERERER+xkI2wFzfIysijP4LhIiIiMjPWMgGGLu6pUdWFckZC4iIiKj7YiEbYOzX9cgGmTq2vC8RERFRV8RCNsDY1S2FrCGeq3oRERFR98VCNsDYg1rmjQ3rwVW9iIiIqPtiIRtgrFq98jiqZ7wfIyEiIiLyLxayASbEWq88NiWxkCUiIqLui4VsgPlvbCoAoDgkGjFhOj9HQ0REROQ/Qe6b0I3kavb9+LiiDB/3G46RXJ6WiIiIujEWsgHmgZ//P6zQRePxu1L8HQoRERGRX7GQDTA3x4Vh8+N3+jsMIiIiIr/jGFkiIiIiCkgsZImIiIgoILGQJSIiIqKAxEKWiIiIiAISC1kiIiIiCkgsZImIiIgoILGQJSIiIqKAxEKWiIiIiAISC1kiIiIiCkhc2ctDQggAgNls9sn72Ww21NXVwWw2Q6PR+OQ9Awnz4x5z5B5z5Brz4x5z5Brz4x5z1KK5xmquuVxhIeuh6upqAEBSUpKfIyEiIiLquqqrqxEREeGyjSQ6Uu6SwuFwoLi4GGFhYZAkyevvZzabkZSUhG+//Rbh4eFef79Aw/y4xxy5xxy5xvy4xxy5xvy4xxy1EEKguroaPXr0gErlehQse2Q9pFKpkJiY6PP3DQ8P7/YXtivMj3vMkXvMkWvMj3vMkWvMj3vMkcxdT2wz3uxFRERERAGJhSwRERERBSQWsjc4nU6HZcuWQafT+TuUGxLz4x5z5B5z5Brz4x5z5Brz4x5z9MPwZi8iIiIiCkjskSUiIiKigMRCloiIiIgCEgtZIiIiIgpILGSJiIiIKCCxkL2Bvfrqq+jduzf0ej0GDx6Mzz77zN8h+c3vfvc7SJLk9JeRkaEcb2howOzZsxEdHY3Q0FD84he/QGlpqR8j9q5///vfGD9+PHr06AFJkrBr1y6n40IILF26FAkJCTAYDBg1ahS+/vprpzbl5eWYPHkywsPDYTQaMW3aNNTU1PjwLLzLXY6mTp3a6prKyclxatOVc7Ry5UrccccdCAsLQ2xsLCZMmIBz5845tenI96qoqAjjxo1DcHAwYmNjsXDhQjQ2NvryVLymIzkaNmxYq+to5syZTm26ao5ee+019O/fX5nAPysrCx9++KFyvLtfP4D7HHXn66ezsJC9Qe3YsQNPP/00li1bhuPHj2PAgAEYM2YMrly54u/Q/Oa2227D5cuXlb/Dhw8rx+bNm4d//vOfeOedd3Dw4EEUFxfjgQce8GO03lVbW4sBAwbg1VdfbfP46tWr8cc//hEbN27EkSNHEBISgjFjxqChoUFpM3nyZJw5cwZ5eXl4//338e9//xtPPPGEr07B69zlCABycnKcrqlt27Y5He/KOTp48CBmz56NTz/9FHl5ebDZbMjOzkZtba3Sxt33ym63Y9y4cbBarfjkk0+wZcsWbN68GUuXLvXHKXW6juQIAGbMmOF0Ha1evVo51pVzlJiYiBdffBHHjh3D0aNHMWLECNx///04c+YMAF4/gPscAd33+uk0gm5Id955p5g9e7aybbfbRY8ePcTKlSv9GJX/LFu2TAwYMKDNY5WVlUKj0Yh33nlH2Xf27FkBQOTn5/soQv8BIN577z1l2+FwiPj4ePHSSy8p+yorK4VOpxPbtm0TQgjxxRdfCADi888/V9p8+OGHQpIkcenSJZ/F7ivfz5EQQkyZMkXcf//97T6nu+XoypUrAoA4ePCgEKJj36vdu3cLlUolSkpKlDavvfaaCA8PFxaLxbcn4APfz5EQQtxzzz1izpw57T6nu+UoMjJSvPHGG7x+XGjOkRC8fjoDe2RvQFarFceOHcOoUaOUfSqVCqNGjUJ+fr4fI/Ovr7/+Gj169EBqaiomT56MoqIiAMCxY8dgs9mc8pWRkYFevXp1y3xduHABJSUlTvmIiIjA4MGDlXzk5+fDaDTi9ttvV9qMGjUKKpUKR44c8XnM/nLgwAHExsaiT58+mDVrFsrKypRj3S1HVVVVAICoqCgAHfte5efno1+/foiLi1PajBkzBmaz2anHqav4fo6abd26FSaTCX379sXixYtRV1enHOsuObLb7di+fTtqa2uRlZXF66cN389RM14/P06QvwOg1q5duwa73e504QJAXFwcvvzySz9F5V+DBw/G5s2b0adPH1y+fBnLly/H3XffjdOnT6OkpARarRZGo9HpOXFxcSgpKfFPwH7UfM5tXT/Nx0pKShAbG+t0PCgoCFFRUd0mZzk5OXjggQeQkpKC8+fPY8mSJbj33nuRn58PtVrdrXLkcDgwd+5c3HXXXejbty8AdOh7VVJS0uZ11nysK2krRwDwyCOPIDk5GT169MCpU6fwm9/8BufOncPOnTsBdP0c/ec//0FWVhYaGhoQGhqK9957D7feeisKCgp4/TRpL0cAr5/OwEKWAsK9996rPO7fvz8GDx6M5ORk/O1vf4PBYPBjZBSoHn74YeVxv3790L9/f9x00004cOAARo4c6cfIfG/27Nk4ffq007hzctZejq4fM92vXz8kJCRg5MiROH/+PG666SZfh+lzffr0QUFBAaqqqvD3v/8dU6ZMwcGDB/0d1g2lvRzdeuut3f766QwcWnADMplMUKvVre7uLC0tRXx8vJ+iurEYjUbcfPPNKCwsRHx8PKxWKyorK53adNd8NZ+zq+snPj6+1Y2DjY2NKC8v75Y5A4DU1FSYTCYUFhYC6D45+vWvf433338f+/fvR2JiorK/I9+r+Pj4Nq+z5mNdRXs5asvgwYMBwOk66so50mq1SEtLw6BBg7By5UoMGDAA69at4/VznfZy1Jbudv10BhayNyCtVotBgwZh7969yj6Hw4G9e/c6javpzmpqanD+/HkkJCRg0KBB0Gg0Tvk6d+4cioqKumW+UlJSEB8f75QPs9mMI0eOKPnIyspCZWUljh07prTZt28fHA6H8j/S7ua7775DWVkZEhISAHT9HAkh8Otf/xrvvfce9u3bh5SUFKfjHfleZWVl4T//+Y9TwZ+Xl4fw8HDlp9NA5i5HbSkoKAAAp+uoK+fo+xwOBywWC68fF5pz1Jbufv38IP6+24zatn37dqHT6cTmzZvFF198IZ544glhNBqd7lzsTubPny8OHDggLly4ID7++GMxatQoYTKZxJUrV4QQQsycOVP06tVL7Nu3Txw9elRkZWWJrKwsP0ftPdXV1eLEiRPixIkTAoB4+eWXxYkTJ8TFixeFEEK8+OKLwmg0in/84x/i1KlT4v777xcpKSmivr5eeY2cnByRmZkpjhw5Ig4fPizS09PFpEmT/HVKnc5Vjqqrq8WCBQtEfn6+uHDhgvjoo4/EwIEDRXp6umhoaFBeoyvnaNasWSIiIkIcOHBAXL58Wfmrq6tT2rj7XjU2Noq+ffuK7OxsUVBQIPbs2SNiYmLE4sWL/XFKnc5djgoLC8Xzzz8vjh49Ki5cuCD+8Y9/iNTUVDF06FDlNbpyjhYtWiQOHjwoLly4IE6dOiUWLVokJEkSubm5QgheP0K4zlF3v346CwvZG9j69etFr169hFarFXfeeaf49NNP/R2S3zz00EMiISFBaLVa0bNnT/HQQw+JwsJC5Xh9fb341a9+JSIjI0VwcLD4+c9/Li5fvuzHiL1r//79AkCrvylTpggh5Cm4fvvb34q4uDih0+nEyJEjxblz55xeo6ysTEyaNEmEhoaK8PBw8fjjj4vq6mo/nI13uMpRXV2dyM7OFjExMUKj0Yjk5GQxY8aMVv9Q7Mo5ais3AMSmTZuUNh35Xn3zzTfi3nvvFQaDQZhMJjF//nxhs9l8fDbe4S5HRUVFYujQoSIqKkrodDqRlpYmFi5cKKqqqpxep6vm6Je//KVITk4WWq1WxMTEiJEjRypFrBC8foRwnaPufv10FkkIIXzX/0tERERE1Dk4RpaIiIiIAhILWSIiIiIKSCxkiYiIiCggsZAlIiIiooDEQpaIiIiIAhILWSIiIiIKSCxkiYiIiCggsZAlIiIiooDEQpaI6AY0depUTJgwwW/v/9hjj2HFihUdavvwww9j7dq1Xo6IiKg1ruxFRORjkiS5PL5s2TLMmzcPQggYjUbfBHWdkydPYsSIEbh48SJCQ0Pdtj99+jSGDh2KCxcuICIiwgcREhHJWMgSEflYSUmJ8njHjh1YunQpzp07p+wLDQ3tUAHpLdOnT0dQUBA2btzY4efccccdmDp1KmbPnu3FyIiInHFoARGRj8XHxyt/ERERkCTJaV9oaGiroQXDhg3Dk08+iblz5yIyMhJxcXH485//jNraWjz++OMICwtDWloaPvzwQ6f3On36NO69916EhoYiLi4Ojz32GK5du9ZubHa7HX//+98xfvx4p/3/93//h/T0dOj1esTFxeHBBx90Oj5+/Hhs3779xyeHiMgDLGSJiALEli1bYDKZ8Nlnn+HJJ5/ErFmzMHHiRAwZMgTHjx9HdnY2HnvsMdTV1QEAKisrMWLECGRmZuLo0aPYs2cPSktL8T//8z/tvsepU6dQVVWF22+/Xdl39OhRPPXUU3j++edx7tw57NmzB0OHDnV63p133onPPvsMFovFOydPRNQGFrJERAFiwIABeO6555Ceno7FixdDr9fDZDJhxowZSE9Px9KlS1FWVoZTp04BADZs2IDMzEysWLECGRkZyMzMxJtvvon9+/fjq6++avM9Ll68CLVajdjYWGVfUVERQkJC8LOf/QzJycnIzMzEU0895fS8Hj16wGq1Og2bICLyNhayREQBon///spjtVqN6Oho9OvXT9kXFxcHALhy5QoA+aat/fv3K2NuQ0NDkZGRAQA4f/58m+9RX18PnU7ndEPa6NGjkZycjNTUVDz22GPYunWr0uvbzGAwAECr/URE3sRClogoQGg0GqdtSZKc9jUXnw6HAwBQU1OD8ePHo6CgwOnv66+/bjU0oJnJZEJdXR2sVquyLywsDMePH8e2bduQkJCApUuXYsCAAaisrFTalJeXAwBiYmI65VyJiDqChSwRURc1cOBAnDlzBr1790ZaWprTX0hISJvP+clPfgIA+OKLL5z2BwUFYdSoUVi9ejVOnTqFb775Bvv27VOOnz59GomJiTCZTF47HyKi72MhS0TURc2ePRvl5eWYNGkSPv/8c5w/fx7/+te/8Pjjj8Nut7f5nJiYGAwcOBCHDx9W9r3//vv44x//iIKCAly8eBFvvfUWHA4H+vTpo7Q5dOgQsrOzvX5ORETXYyFLRNRF9ejRAx9//DHsdjuys7PRr18/zJ07F0ajESpV+//7nz59OrZu3apsG41G7Ny5EyNGjMAtt9yCjRs3Ytu2bbjtttsAAA0NDdi1axdmzJjh9XMiIroeF0QgIiIn9fX16NOnD3bs2IGsrCy37V977TW89957yM3N9UF0REQt2CNLRERODAYD3nrrLZcLJ1xPo9Fg/fr1Xo6KiKg19sgSERERUUBijywRERERBSQWskREREQUkFjIEhEREVFAYiFLRERERAGJhSwRERERBSQWskREREQUkFjIEhEREVFAYiFLRERERAGJhSwRERERBaT/D9VRWM3tgIYRAAAAAElFTkSuQmCC", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.stream_velocities()\n" ] }, { "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.accelerations()\n" ] @@ -362,40 +283,18 @@ }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.angular_velocities()\n" ] }, { "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.angular_accelerations()\n" ] @@ -410,80 +309,36 @@ }, { "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.attitude_angles()\n" ] }, { "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.euler_angles()\n" ] }, { "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.quaternions()\n" ] }, { "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.angles_of_attack()\n" ] @@ -498,47 +353,25 @@ }, { "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.aerodynamic_forces()\n" ] }, { "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.aerodynamic_moments()\n" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -555,60 +388,27 @@ }, { "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.fluid_mechanics()\n" ] }, { "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.energies()\n" ] }, { "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "comparison.powers()\n" ] @@ -631,7 +431,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -641,7 +441,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3.7.0 ('.venv': venv)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -655,12 +455,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.9" + "version": "3.10.5" }, "orig_nbformat": 4, "vscode": { "interpreter": { - "hash": "e5b7a8cae4f67c92cb11d9e20ddffc69e636d67ed689401b5441ad3ba95f0999" + "hash": "26de051ba29f2982a8de78e945f0abaf191376122a1563185a90213a26c5da77" } } }, diff --git a/rocketpy/Flight.py b/rocketpy/Flight.py index 6d1474ae3..240b73402 100644 --- a/rocketpy/Flight.py +++ b/rocketpy/Flight.py @@ -1165,7 +1165,9 @@ def __init_solver_monitors(self): @cached_property def effective1RL(self): # Modifying Rail Length for a better out of rail condition - nozzle = self.rocket.distanceRocketNozzle # Kinda works for single nozzle + nozzle = ( + self.rocket.motorPosition - self.rocket.centerOfDryMassPosition + ) * self.rocket._csys # Kinda works for single nozzle try: upperRButton = max(self.rocket.railButtons[0]) except AttributeError: # If there is no rail button @@ -1177,7 +1179,9 @@ def effective1RL(self): @cached_property def effective2RL(self): # Modifying Rail Length for a better out of rail condition - nozzle = self.rocket.distanceRocketNozzle + nozzle = ( + self.rocket.motorPosition - self.rocket.centerOfDryMassPosition + ) * self.rocket._csys try: lowerRButton = min(self.rocket.railButtons[0]) except AttributeError: diff --git a/rocketpy/prints/rocket_prints.py b/rocketpy/prints/rocket_prints.py index 8fa41a1fb..dd835820c 100644 --- a/rocketpy/prints/rocket_prints.py +++ b/rocketpy/prints/rocket_prints.py @@ -66,20 +66,27 @@ def rocket_geometrical_parameters(self): print("Rocket Frontal Area: " + "{:.6f}".format(self.rocket.area) + " m2") print("\nRocket Distances") print( - "Rocket Center of Mass - Nozzle Exit Distance: " - + str(self.rocket.distanceRocketNozzle) - + " m" + "Rocket Center of Dry Mass - Nozzle Exit Distance: " + + "{:.3f} m".format( + abs(self.rocket.centerOfDryMassPosition - self.rocket.motorPosition) + ) ) print( - "Rocket Center of Mass - Motor reference point: " - + str(self.rocket.distanceRocketPropellant) - + " m" + "Rocket Center of Dry Mass - Center of Propellant Mass: " + + "{:.3f} m".format( + abs( + self.rocket.centerOfPropellantPosition(0) + - self.rocket.centerOfDryMassPosition + ) + ) ) print( "Rocket Center of Mass - Rocket Loaded Center of Mass: " - + "{:.3f}".format(self.rocket.centerOfMass(0)) - + " m" + + "{:.3f} m".format( + abs(self.rocket.centerOfMass(0) - self.rocket.centerOfDryMassPosition) + ) ) + print("\nAerodynamic Components Parameters") print("Currently not implemented.") @@ -98,12 +105,12 @@ def rocket_aerodynamics_quantities(self): """ print("\nAerodynamics Lift Coefficient Derivatives\n") for aerodynamicSurface in self.rocket.aerodynamicSurfaces: - name = aerodynamicSurface.name + name = aerodynamicSurface[0].name try: print( name + " Lift Coefficient Derivative: {:.3f}".format( - aerodynamicSurface.clalpha(0) + aerodynamicSurface[0].clalpha(0) ) + "/rad" ) @@ -111,15 +118,15 @@ def rocket_aerodynamics_quantities(self): print( name + " Lift Coefficient Derivative: {:.3f}".format( - aerodynamicSurface.clalpha + aerodynamicSurface[0].clalpha ) + "/rad" ) print("\nAerodynamics Center of Pressure\n") for aerodynamicSurface in self.rocket.aerodynamicSurfaces: - name = aerodynamicSurface.name - cpz = aerodynamicSurface.cp[2] + name = aerodynamicSurface[0].name + cpz = aerodynamicSurface[0].cp[2] print(name + " Center of Pressure to CM: {:.3f}".format(cpz) + " m") print( "Distance - Center of Pressure to CM: " diff --git a/tests/fixtures/acceptance/EPFL_Bella_Lui/bella_lui_flight_sim.py b/tests/fixtures/acceptance/EPFL_Bella_Lui/bella_lui_flight_sim.py index dfa7de298..5a6b97ea1 100644 --- a/tests/fixtures/acceptance/EPFL_Bella_Lui/bella_lui_flight_sim.py +++ b/tests/fixtures/acceptance/EPFL_Bella_Lui/bella_lui_flight_sim.py @@ -69,6 +69,7 @@ K828FJ = SolidMotor( thrustSource="tests/fixtures/acceptance/EPFL_Bella_Lui/bella_lui_motor_AeroTech_K828FJ.eng", burnOut=parameters.get("burnOut")[0], + grainsCenterOfMassPosition=parameters.get("distanceRocketPropellant")[0], grainNumber=3, grainSeparation=parameters.get("grainSeparation")[0], grainDensity=parameters.get("grainDensity")[0], @@ -78,38 +79,37 @@ nozzleRadius=parameters.get("nozzleRadius")[0], throatRadius=parameters.get("throatRadius")[0], interpolationMethod="linear", + nozzlePosition=parameters.get("distanceRocketNozzle")[0], ) # Rocket information BellaLui = Rocket( - motor=K828FJ, radius=parameters.get("radius")[0], mass=parameters.get("rocketMass")[0], inertiaI=parameters.get("inertiaI")[0], inertiaZ=parameters.get("inertiaZ")[0], - distanceRocketNozzle=parameters.get("distanceRocketNozzle")[0], - distanceRocketPropellant=parameters.get("distanceRocketPropellant")[0], powerOffDrag=0.43, powerOnDrag=0.43, ) BellaLui.setRailButtons([0.1, -0.5]) +BellaLui.addMotor(K828FJ, parameters.get("distanceRocketNozzle")[0]) NoseCone = BellaLui.addNose( length=parameters.get("noseLength")[0], kind="tangent", - distanceToCM=parameters.get("noseDistanceToCM")[0], + position=parameters.get("noseDistanceToCM")[0] + parameters.get("noseLength")[0], ) FinSet = BellaLui.addTrapezoidalFins( 3, span=parameters.get("finSpan")[0], rootChord=parameters.get("finRootChord")[0], tipChord=parameters.get("finTipChord")[0], - distanceToCM=parameters.get("finDistanceToCM")[0], + position=parameters.get("finDistanceToCM")[0], ) Tail = BellaLui.addTail( topRadius=parameters.get("tailTopRadius")[0], bottomRadius=parameters.get("tailBottomRadius")[0], length=parameters.get("tailLength")[0], - distanceToCM=parameters.get("tailDistanceToCM")[0], + position=parameters.get("tailDistanceToCM")[0], ) # Parachute set-up diff --git a/tests/fixtures/acceptance/NDRT_2020/ndrt_2020_flight_sim.py b/tests/fixtures/acceptance/NDRT_2020/ndrt_2020_flight_sim.py index 80b0f3373..fefab76ee 100644 --- a/tests/fixtures/acceptance/NDRT_2020/ndrt_2020_flight_sim.py +++ b/tests/fixtures/acceptance/NDRT_2020/ndrt_2020_flight_sim.py @@ -79,6 +79,7 @@ L1395 = SolidMotor( thrustSource="tests/fixtures/acceptance/NDRT_2020/ndrt_2020_motor_Cesaroni_4895L1395-P.eng", burnOut=parameters.get("burnOut")[0], + grainsCenterOfMassPosition=parameters.get("distanceRocketPropellant")[0], grainNumber=5, grainSeparation=parameters.get("grainSeparation")[0], grainDensity=parameters.get("grainDensity")[0], @@ -88,38 +89,37 @@ nozzleRadius=parameters.get("nozzleRadius")[0], throatRadius=parameters.get("throatRadius")[0], interpolationMethod="linear", + nozzlePosition=parameters.get("distanceRocketNozzle")[0], ) # Rocket information NDRT2020 = Rocket( - motor=L1395, radius=parameters.get("radius")[0], mass=parameters.get("rocketMass")[0], inertiaI=parameters.get("inertiaI")[0], inertiaZ=parameters.get("inertiaZ")[0], - distanceRocketNozzle=parameters.get("distanceRocketNozzle")[0], - distanceRocketPropellant=parameters.get("distanceRocketPropellant")[0], powerOffDrag=parameters.get("dragCoefficient")[0], powerOnDrag=parameters.get("dragCoefficient")[0], ) NDRT2020.setRailButtons([0.2, -0.5], 45) +NDRT2020.addMotor(L1395, parameters.get("distanceRocketNozzle")[0]) NoseCone = NDRT2020.addNose( length=parameters.get("noseLength")[0], kind="tangent", - distanceToCM=parameters.get("noseDistanceToCM")[0], + position=parameters.get("noseDistanceToCM")[0] + parameters.get("noseLength")[0], ) FinSet = NDRT2020.addTrapezoidalFins( 3, span=parameters.get("finSpan")[0], rootChord=parameters.get("finRootChord")[0], tipChord=parameters.get("finTipChord")[0], - distanceToCM=parameters.get("finDistanceToCM")[0], + position=parameters.get("finDistanceToCM")[0], ) Transition = NDRT2020.addTail( topRadius=parameters.get("transitionTopRadius")[0], bottomRadius=parameters.get("transitionBottomRadius")[0], length=parameters.get("transitionLength")[0], - distanceToCM=parameters.get("transitiondistanceToCM")[0], + position=parameters.get("transitiondistanceToCM")[0], ) # Parachute set-up diff --git a/tests/fixtures/acceptance/PJ_Valetudo/valetudo_flight_sim.py b/tests/fixtures/acceptance/PJ_Valetudo/valetudo_flight_sim.py index c0ae31143..da02773d3 100644 --- a/tests/fixtures/acceptance/PJ_Valetudo/valetudo_flight_sim.py +++ b/tests/fixtures/acceptance/PJ_Valetudo/valetudo_flight_sim.py @@ -77,6 +77,7 @@ Keron = SolidMotor( thrustSource="tests/fixtures/acceptance/PJ_Valetudo/valetudo_motor_Keron.csv", burnOut=5.274, + grainsCenterOfMassPosition=analysis_parameters.get("distanceRocketPropellant")[0], reshapeThrustCurve=( analysis_parameters.get("burnOut")[0], analysis_parameters.get("impulse")[0], @@ -90,6 +91,7 @@ grainInitialInnerRadius=analysis_parameters.get("grainInitialInnerRadius")[0], grainInitialHeight=analysis_parameters.get("grainInitialHeight")[0], interpolationMethod="linear", + nozzlePosition=analysis_parameters.get("distanceRocketNozzle")[0], ) # Create rocket @@ -99,24 +101,24 @@ mass=analysis_parameters.get("rocketMass")[0], inertiaI=analysis_parameters.get("inertiaI")[0], inertiaZ=analysis_parameters.get("inertiaZ")[0], - distanceRocketNozzle=analysis_parameters.get("distanceRocketNozzle")[0], - distanceRocketPropellant=analysis_parameters.get("distanceRocketPropellant")[0], powerOffDrag="tests/fixtures/acceptance/PJ_Valetudo/valetudo_drag_power_off.csv", powerOnDrag="tests/fixtures/acceptance/PJ_Valetudo/valetudo_drag_power_on.csv", ) Valetudo.powerOffDrag *= analysis_parameters.get("powerOffDrag")[0] Valetudo.powerOnDrag *= analysis_parameters.get("powerOnDrag")[0] +Valetudo.addMotor(Keron, analysis_parameters.get("distanceRocketNozzle")[0]) NoseCone = Valetudo.addNose( length=analysis_parameters.get("noseLength")[0], kind="vonKarman", - distanceToCM=analysis_parameters.get("noseDistanceToCM")[0], + position=analysis_parameters.get("noseDistanceToCM")[0] + + analysis_parameters.get("noseLength")[0], ) FinSet = Valetudo.addTrapezoidalFins( n=3, rootChord=analysis_parameters.get("finRootChord")[0], tipChord=analysis_parameters.get("finTipChord")[0], span=analysis_parameters.get("finSpan")[0], - distanceToCM=analysis_parameters.get("finDistanceToCM")[0], + position=analysis_parameters.get("finDistanceToCM")[0], ) Valetudo.setRailButtons([0.224, -0.93], 30) diff --git a/tests/test_environment.py b/tests/test_environment.py index affff2702..c2fb3ee38 100644 --- a/tests/test_environment.py +++ b/tests/test_environment.py @@ -58,7 +58,7 @@ def test_standard_atmosphere(mock_show, example_env): assert example_env.info() == None assert example_env.allInfo() == None assert example_env.pressure(0) == 101325.0 - assert example_env.printEarthDetails() == None + assert example_env.prints.printEarthDetails() == None @patch("matplotlib.pyplot.show") From 7c14e54ab91666ccf732616ded81992a5d426596 Mon Sep 17 00:00:00 2001 From: MateusStano Date: Wed, 18 Jan 2023 21:29:46 -0300 Subject: [PATCH 55/55] bug: fix b and c geometrical parameters calculation --- rocketpy/Flight.py | 11 +++++------ rocketpy/Rocket.py | 2 +- 2 files changed, 6 insertions(+), 7 deletions(-) diff --git a/rocketpy/Flight.py b/rocketpy/Flight.py index 240b73402..c35a44c90 100644 --- a/rocketpy/Flight.py +++ b/rocketpy/Flight.py @@ -1356,16 +1356,15 @@ def uDot(self, t, u, postProcessing=False): # Geometry # b = -self.rocket.distanceRocketPropellant b = ( - -(self.rocket.motorPosition - self.rocket.centerOfDryMassPosition) + -( + self.rocket.centerOfPropellantPosition(0) + - self.rocket.centerOfDryMassPosition + ) * self.rocket._csys ) # c = -self.rocket.distanceRocketNozzle c = ( - -( - self.rocket.motor.nozzlePosition - + self.rocket.motorPosition - - self.rocket.centerOfDryMassPosition - ) + -(self.rocket.motorPosition - self.rocket.centerOfDryMassPosition) * self.rocket._csys ) a = b * Mt / M diff --git a/rocketpy/Rocket.py b/rocketpy/Rocket.py index 8fa4f4b01..6e8386bb9 100644 --- a/rocketpy/Rocket.py +++ b/rocketpy/Rocket.py @@ -114,7 +114,7 @@ class Rocket: Rocket.motor : Motor Rocket's motor. See Motor class for more details. Rocket.motorPosition : float - Position, in m, of the motor's reference origin relative to the user defined + Position, in m, of the motor's nozzle exit area relative to the user defined rocket coordinate system. See `Rocket.coordinateSystemOrientation` for more information regarding the rocket's coordinate system. Rocket.centerOfPropellantPosition : Function