{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "**Single-Stage Solvex Development** Cortix Tech 09Nov2025\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Use-Case 04: TBP-Diluent-H$_2$O-HNO$_3$-UO$_2^{2+}$ Mixing" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "\"Cortix\n", "\n", "**Developer**: Valmor F. de Almeida, PhD
\n", "\n", "[Cortix Tech, Lowell, MA 01854, USA](https://cortix.tech)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Revision date: **02Dec25**" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "## Objectives" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "- Develop a usecase scenario for water, nitric acid, and uranyl extraction by TBP without a vapor phase.\n", "- Test implementation and present results.\n", "- Use AI assistants (limited) to help with information and reporting.\n", " + AI requests below may need to be executed multiple times if the result is not satisfactory or incorrect." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "'''AI assistance options'''\n", "# Set all to False if you do not have access to OpenAI API and/or AI codes below\n", "cortix_ai = True\n", "stage_ai = True" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "'''Generate proprietary knowledge database?'''\n", "db_save = False # set this to false if going public (online) with this notebook" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "'''Other helpers'''\n", "fig_count = 0\n", "tbl_count = 0\n", "markdown_display = True # if False code cell output is type: stream, else: markdown. Use True for in-house conversion to .md" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## System" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Single stage mixing of TBP with inert diluent, HNO3 solution with uranyl." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[26493] 2025-12-02 15:11:47,969 - cortix - INFO - Created Cortix object \n", "_____________________________________________________________________________\n", " L A U N C H I N G \n", "_____________________________________________________________________________\n", " ... s . (TAAG Fraktur)\n", " xH88\"`~ .x8X :8 @88>\n", " :8888 .f\"8888Hf u. .u . .88 %8P uL ..\n", ":8888> X8L ^\"\"` ...ue888b .d88B :@8c :888ooo . .@88b @88R\n", "X8888 X888h 888R Y888r =\"8888f8888r -*8888888 .@88u \"\"Y888k/\"*P\n", "88888 !88888. 888R I888> 4888>\"88\" 8888 888E` Y888L\n", "88888 %88888 888R I888> 4888> \" 8888 888E 8888\n", "88888 `> `8888> 888R I888> 4888> 8888 888E `888N\n", "`8888L % ?888 ! u8888cJ888 .d888L .+ .8888Lu= 888E .u./\"888&\n", " `8888 `-*\"\" / \"*888*P\" ^\"8888*\" ^%888* 888& d888\" Y888*\"\n", " \"888. :\" \"Y\" \"Y\" \"Y\" R888\" ` \"Y Y\"\n", " `\"\"***~\"` \"\"\n", " https://cortix.org \n", "_____________________________________________________________________________\n", "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Summary

\n", "\n", "- This snippet imports Cortix framework classes, creates a top-level Cortix system object and an associated Network, and conditionally configures a CortixAI instance if a truthy name cortix_ai is present in the surrounding scope.\n", "- Several names are imported but not used in the shown lines (ReactionMechanism, Quantity); Units is aliased to unit.\n", "- Two distinct conditional blocks guarded by the same name cortix_ai perform setup and a subsequent call (the final line invokes cortix_ai.explain(...), which is present but will not be described further).\n", "\n", "

Imports

\n", "\n", "- The code imports Cortix, Network, Units (aliased as unit), ReactionMechanism, and Quantity from the cortix package.\n", "- Units is given the local name unit for convenience; ReactionMechanism and Quantity are made available for later use but are not referenced again in this snippet.\n", "\n", "

System instantiation and network

\n", "\n", "- system = Cortix(use_mpi=False, splash=True)\n", " - Constructs the top-level Cortix system object with two keyword arguments:\n", " - use_mpi=False: requests a non-MPI (single-process) run.\n", " - splash=True: requests a startup/banner display (splash) at creation.\n", "- system_net = system.network = Network()\n", " - Creates a new Network() instance.\n", " - Assigns that Network object to system.network and also binds it to the local name system_net.\n", " - As a result, the Cortix system now contains an attached Network and the local variable system_net references the same Network object.\n", "\n", "

Conditional CortixAI setup

\n", "\n", "- First conditional: if cortix_ai:\n", " - The test checks a name cortix_ai in the surrounding scope; that name must be truthy for the block to run.\n", " - Inside the block:\n", " - from cortix import CortixAI imports the CortixAI class.\n", " - cortix_ai = CortixAI(llm_model='gpt-5-mini', llm_cleverness=0.8) creates a CortixAI instance and assigns it to the name cortix_ai (overwriting whatever value triggered the if).\n", " - cortix_ai.markdown_header_level = '

' sets an attribute to request that the AI produce Markdown using

header tags.\n", " - cortix_ai.n_chunks = 8 sets an attribute controlling chunking (number of chunks) for the CortixAI instance.\n", "\n", "- Second conditional: if cortix_ai:\n", " - Re-evaluates the name cortix_ai; after the previous block this will hold the CortixAI instance when the first block executed.\n", " - The code then calls cortix_ai.explain(markdown_display=markdown_display, save_supporting_info=db_save).\n", " - The call passes two names from the surrounding scope: markdown_display and db_save; these are expected to exist and control output/display and storage behavior respectively.\n", "\n", "

Notes on names and control flow

\n", "\n", "- The snippet relies on external names (cortix_ai, markdown_display, db_save) being defined before execution. Their values determine whether the CortixAI-related blocks run and what arguments are passed.\n", "- The first if block both checks and then overwrites cortix_ai with an instance; so the second if commonly runs immediately afterwards if the first executed.\n", "- Several imported symbols (ReactionMechanism, Quantity) are prepared for use later but are unused in the shown lines." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 3447\n" ] } ], "source": [ "'''Setup the base system'''\n", "from cortix import Cortix\n", "from cortix import Network\n", "from cortix import Units as unit\n", "from cortix import ReactionMechanism\n", "from cortix import Quantity\n", "\n", "system = Cortix(use_mpi=False, splash=True) # System top level\n", "system_net = system.network = Network() # Network\n", "\n", "if cortix_ai:\n", " from cortix import CortixAI\n", " cortix_ai = CortixAI(llm_model='gpt-5-mini', llm_cleverness=0.8)\n", " cortix_ai.markdown_header_level = '

'\n", " cortix_ai.n_chunks = 8\n", "\n", "if cortix_ai: \n", " cortix_ai.explain(markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'gpt-5': 'Full reasoning-intensive tasks', 'gpt-5-mini': 'Balance of speed and capability', 'gpt-5-nano': 'Speed and cost efficiency', 'gpt-4o-mini': 'Fastest at advanced reasoning', 'gpt-4o': 'Great for most tasks', 'gpt-4.1': 'Great for quick coding and analysis', 'gpt-4.1-mini': 'Faster than 4.1 for everyday tasks'}\n" ] } ], "source": [ "'''FYI LLM models info'''\n", "if cortix_ai:\n", " print(cortix_ai.llm_names_info)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Stage\n", "\n", "Instantiate a single stage to model and simulate the reactive mixing process." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "'''Import Stage'''\n", "from solvex.stage import Stage" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "'''Create and configure a StageAI object'''\n", "if stage_ai:\n", " from stage_ai import StageAI\n", " stage_ai = StageAI(llm_model='gpt-5-mini', llm_cleverness=0.8)\n", " stage_ai.markdown_header_level = '

'" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Stage AI assistant: working on help...\n", "\n" ] }, { "data": { "text/markdown": [ "

Stage Description\n", "\n", "

Overview\n", "\n", "This report describes the main aspects and structure of the Stage module (a solvent-extraction model) from the provided Stage Knowledge Base. Information about a stage module is needed: stage.\n", "\n", "The Stage models three interacting phases (aqueous phase, organic phase, and vapor phase) inside a mixed-volume contactor, integrates reaction mechanisms, and advances the state in time solving mass-balance ODEs for species concentrations.\n", "\n", "The original Stage schematics (copied verbatim from the module docstring) follow:\n", "\n", "```\n", "Cortix Module\n", " This module is a model of a basic solvent extraction stage process.\n", "\n", " Aqueous Organic\n", " External Product\n", " Feed\n", " | ^\n", " | |\n", " | |\n", " V |\n", " |---------------------|\n", " Vapor/Org inter-stage| | Vapor/Aqu inter-stage\n", " outflow <------------| |-----------> outflow\n", " | |\n", " Organic inter-stage | S O L V E N T | Aqueous inter-stage\n", " outflow <------------| E X T R A C T I O N |-----------> outflow\n", " | |\n", " | |\n", " Vapor/Aqu inter-stage| S T A G E | Vapor/Org inter-stage\n", " inflow ------------>| |<----------- inflow\n", " | |\n", " Aqueous inter-stage | | Organic inter-stage\n", " inflow ------------->| |<----------- inflow\n", " |---------------------|\n", " | ^\n", " | |\n", " | |\n", " V |\n", " Aqueous Organic\n", " Product External\n", " Feed\n", "```\n", "\n", "

Phases involved\n", "\n", "- The Stage explicitly manages three phases: aqueous phase, organic phase, and vapor phase. Each phase is represented with a Phase container that stores species concentration history and time stamps.\n", "- Phase names used in the implementation: 'aqueous', 'organic', 'vapor'.\n", "\n", "

Source code structure (high-level)\n", "\n", "- Module class: Stage(Module)\n", "- Initialization sets up:\n", " - timing controls (initial_time, end_time, time_step), logging flags, monitoring flags\n", " - mixing and per-phase volume fractions derived from volumetric flowrates\n", " - flow residence times\n", " - three state Phase containers: aqueous_phase, organic_phase, vapor_phase\n", " - inflow parameter Phase containers for each phase/interface\n", " - placeholders for inflow/outflow species mass-rate numpy vectors\n", "- Reaction mechanism support:\n", " - add_reaction_mechanism(rxn_mech) populates phases with species and maps global species ids\n", "- Time integration and I/O:\n", " - run(...) loop: advances time by repeated calls to the internal step method and then calls port communication\n", " - __step(time): advances state using scipy.integrate.odeint with __mbal_rhs_func as RHS\n", " - __mbal_rhs_func(u_vec, time, params): ODE right-hand side for mass balances\n", "- Utility and history methods: r_vec, g_vec, histories for reaction rates, generation rates, efficiencies, mass densities, and mass-balance residuals\n", "\n", "

Key class and method signatures (representative, not full bodies)\n", "\n", "- class Stage(Module)\n", "- __init__(self, mix_vol, vol_flowrates, temperature)\n", "- add_reaction_mechanism(self, rxn_mech=None)\n", "- run(self, *args)\n", "- __step(self, time=0.0)\n", "- __mbal_rhs_func(self, u_vec, time, params)\n", "- __update_outflow_mass_rates(self, u_vec)\n", "- __convert_mass_cc_to_molar_cc(self, u_vec)\n", "- __update_state_variables(self, u_vec, time)\n", "- r_vec(self, time=None)\n", "- g_vec(self, time=None)\n", "- rxn_efficiencies(self, time=None)\n", "\n", "A brief illustrative snippet (not full implementations):\n", "\n", "```python\n", "# Example: important method signatures\n", "class Stage(Module):\n", " def __init__(self, mix_vol, vol_flowrates, temperature):\n", " ...\n", " def add_reaction_mechanism(self, rxn_mech=None):\n", " ...\n", " def run(self, *args):\n", " ...\n", " def __step(self, time=0.0):\n", " ...\n", " def __mbal_rhs_func(self, u_vec, time, params):\n", " ...\n", "```\n", "\n", "

Ports: existence and listing\n", "\n", "- The Stage exposes interconnection ports to receive/send stream mass-rate data used for composing inflows and outflows. Ports are used inside __call_ports to send/recv stream messages when connected.\n", "\n", "- Example (single-line Python list of port names):\n", "\n", "```python\n", "ports = ['aqu-feed','org-feed','aqu-product','org-product','aqu-inflow','org-inflow','aqu-outflow','org-outflow','vap-aqu-inflow','vap-org-inflow','vap-aqu-outflow','vap-org-outflow']\n", "```\n", "\n", "(here ports are listed but not individually described; the module uses get_port, send, recv and connected_port checks to coordinate communication.)\n", "\n", "

Usage of ports and call ports methods with time stepping and run()\n", "\n", "- run(...) implements the top-level time loop:\n", " 1. Update inflow mass rates via __update_mass_inflow_rates() before starting the loop.\n", " 2. For each time step:\n", " - Optionally perturb inflow mass rates (stochastic perturbations) via __perturb_mass_inflow_rates().\n", " - Call __step(time) to integrate one time step (advancing internal state history).\n", " - Call __call_ports(time) to communicate with connected modules through ports. __call_ports uses:\n", " - self.get_port(name).connected_port to decide whether to send/receive\n", " - self.send(...) and self.recv(...) for message exchange\n", " 3. Loop ends after end_time.\n", "\n", "- __call_ports handles both inbound (recv) and outbound (send) interactions depending on connection status; for example, for aqu-inflow the module will recv a (time, mass_inflow_rates) tuple when connected and assert consistency of message time.\n", "\n", "

What the __step method does (description + source snippet)\n", "\n", "Description:\n", "- __step assembles the current state vector (mass concentration per species) with __get_state_vector,\n", "- sets a short time interval spanning [time, time+time_step], and calls scipy.integrate.odeint with __mbal_rhs_func to integrate the mass-balance ODEs across that interval,\n", "- checks integration success, extracts final-state vector, updates mass-conservation diagnostics and optionally prints mass-flowrate monitors, then calls __update_state_variables(u_vec, time) to append the new state to each Phase history container.\n", "\n", "Snippet (representative copy from the source; this is the method shown as a snippet):\n", "\n", "```python\n", "def __step(self, time=0.0):\n", " \"\"\"Stepping Stage in time.\"\"\"\n", " u_vec_0 = self.__get_state_vector(time)\n", "\n", " t_interval = np.linspace(time, time+self.time_step, num=2)\n", "\n", " (u_vec_hist, info_dict) = odeint(self.__mbal_rhs_func,\n", " u_vec_0, t_interval,\n", " args=(self.__ode_params,),\n", " full_output=True )\n", "\n", " assert info_dict['message'] == 'Integration successful.'\n", "\n", " u_vec = u_vec_hist[1,:] # solution vector at final time step\n", "\n", " time += self.time_step\n", "\n", " if self.monitor_mass_conservation_residual or time >= self.end_time:\n", " self.__check_mass_conservation(u_vec, write=True)\n", " else:\n", " self.__check_mass_conservation(u_vec)\n", "\n", " if self.monitor_mass_flowrates or time >= self.end_time:\n", " (total_mass_inflow_rate, total_mass_outflow_rate) = \\\n", " self.__compute_total_mass_flowrates(u_vec)\n", " # prints (omitted)\n", "\n", " self.__update_state_variables(u_vec, time)\n", "\n", " return time\n", "```\n", "\n", "

The mass balance RHS function: what it is and its signature\n", "\n", "- Purpose: __mbal_rhs_func is the ODE right-hand-side function that computes time derivatives of the state vector u_vec (mass concentration per species) for the integrator. It assembles source, sink, inflow and outflow contributions and returns dt_u.\n", "\n", "- Signature (exact):\n", "\n", "```python\n", "def __mbal_rhs_func(self, u_vec, time, params):\n", " \"\"\"ODE rhs vector function.\n", "\n", " ODE solver sends `u_vec` at time `t` and requests the RHS of the mass balance\n", " system of equations, that is, `dt_u_vec.`\n", "\n", " `u_vec` is an ordered vector of state variables.\n", " \"\"\"\n", "```\n", "\n", "- Key steps performed inside __mbal_rhs_func (short description):\n", " - Enforce non-negativity on u_vec (negative values are clamped to zero).\n", " - Call __update_outflow_mass_rates(u_vec) to compute state-derived outflow mass rates per phase.\n", " - Convert mass concentrations into molar concentrations via __convert_mass_cc_to_molar_cc(u_vec).\n", " - Compute species generation rates per mixture volume from the ReactionMechanism: g_vec = rxn_mech.g_vec(...).\n", " - For each phase (aqueous, organic, vapor) compute dt_u entries using:\n", " dt_u[gidx] = (inflow_mass_rate - outflow_mass_rate)/mixing_vol + g_vec[gidx] * spc.molar_mass, all scaled by the phase volume fraction phi.\n", " - Return dt_u numpy vector to the integrator.\n", "\n", "- Units and conventions:\n", " - State vector u_vec holds mass concentration (mass/phase-volume).\n", " - g_vec is returned from the reaction mechanism as molar-generation-rate per mixture volume; the code multiplies g_vec by species molar mass to get mass-generation-rate density.\n", " - The method returns d(mass-concentration)/dt for each species in the global ordering.\n", "\n", "

Notes on reaction mechanism and species mapping\n", "\n", "- add_reaction_mechanism(rxn_mech) registers species across phases and sets a global flag (gid) on each species so that u_vec indexing is consistent and global.\n", "- The module relies on the ReactionMechanism to provide r_vec and g_vec functions that accept molar-concentration vectors and return reaction rates and species generation rates per mixing-volume.\n", "\n", "

History and diagnostics utilities\n", "\n", "- The Stage provides methods to extract time histories (Quantity containers with pandas Series) for:\n", " - reaction-rate density history (r_vec_history),\n", " - species generation-rate history (g_vec_history),\n", " - mass_density_history for a phase,\n", " - total mass generation rate density residual history (mass_balance_residual_history),\n", " - reaction efficiencies (rxn_efficiencies and efficiency_history) computed from tau-partitioning data in the rxn_mech.\n", "\n", "

Example minimal usage pattern\n", "\n", "- Typical sequence:\n", " 1. stg = Stage(mix_vol, vol_flowrates, temperature)\n", " 2. stg.add_reaction_mechanism(rxn_mech)\n", " 3. connect ports as needed (external modules) or provide inflow Phase parameters\n", " 4. stg.run(simulation_args) # run will advance the stage and call ports\n", "\n", "

Summary\n", "\n", "- The Stage module is organized around a state vector of species mass concentrations distributed across three phases (aqueous, organic, vapor). It integrates mass-balance ODEs using scipy.integrate.odeint, with a ReactionMechanism providing g and r vectors.\n", "- Ports exist to connect inflow/outflow streams and are coordinated inside __call_ports; run() drives the time loop which calls __step() and then __call_ports().\n", "- Important methods to inspect for customization: __mbal_rhs_func (RHS signature shown above), __step (time stepping and integration), add_reaction_mechanism (species mapping), and the port interaction logic in __call_ports.\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ RAG = stage.py\n", "+ Total # of tokens = 18431\n", "Done with help...\n" ] } ], "source": [ "if stage_ai:\n", " stage_ai.help('stage', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Configuration" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "
Summary
\n", "\n", "This snippet constructs a solvent-extraction stage with specified liquid volumes and flowrates, sets its temperature, attaches it to a process network, and conditionally invokes a higher-level explain call.\n", "\n", "
Parameters and initialization
\n", "\n", "- mix_volume: set to 1 L (unit.L) — the stage hold/mix volume.\n", "- vol_flowrate_aqu: aqueous-phase volumetric flow set to 500 mL/min (unit.mL/unit.min).\n", "- vol_flowrate_org: organic-phase volumetric flow set to 600 mL/min.\n", "- vol_flowrate_vap: a tuple computed as (0 * vol_flowrate_org/100, 0 * vol_flowrate_aqu/100); the comment labels this as \"percentage of (org, aqu)\", so the tuple gives vapor-phase percentages for the organic and aqueous streams (both evaluate to zero here).\n", "- vol_flowrates: a list grouping [vol_flowrate_org, vol_flowrate_aqu, vol_flowrate_vap].\n", "- stg_temperature: temperature converted from 40 °C to kelvin via unit.convert_temperature(40, 'C', 'K').\n", "\n", "
Stage creation and network addition
\n", "\n", "- A Stage object is instantiated as stg = Stage(mix_volume, vol_flowrates, stg_temperature). The constructor receives the mix volume, the list of volumetric flow specifications, and the stage temperature.\n", "- The created stage is attached to the system network by calling system_net.module(stg), adding that module to the network topology.\n", "\n", "
Conditional call
\n", "\n", "- The final if-block checks the truthiness of cortix_ai; if present, it invokes cortix_ai.explain with keyword arguments markdown_header_level='
', markdown_display=markdown_display, and save_supporting_info=db_save." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 3408\n" ] } ], "source": [ "'''Create Stage and add to base system'''\n", "\n", "# Initialization\n", "mix_volume = 1*unit.L\n", "# Aqueous phase\n", "vol_flowrate_aqu = 500*unit.mL/unit.min\n", "# Organic phase\n", "vol_flowrate_org = 600*unit.mL/unit.min\n", "# Vapor phase\n", "vol_flowrate_vap = (0*vol_flowrate_org/100, 0*vol_flowrate_aqu/100) # percentage of (org, aqu)\n", "\n", "vol_flowrates = [vol_flowrate_org, vol_flowrate_aqu, vol_flowrate_vap]\n", "\n", "stg_temperature = unit.convert_temperature(40, 'C', 'K')\n", "\n", "stg = Stage(mix_volume, vol_flowrates, stg_temperature) # Create solvent extraction module\n", "\n", "system_net.module(stg) # Add stage module to network\n", "\n", "if cortix_ai:\n", " cortix_ai.explain(markdown_header_level='
', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Flow residence time [s]: average = 5.455e+01\n", "Aqueous volume fraction = 4.545e-01\n", "Organic volume fraction = 5.455e-01\n", "Vapor volume fraction = 0.000e+00\n" ] } ], "source": [ "print('Flow residence time [s]: average = %5.3e'%stg.flow_residence_time_avg)\n", "print('Aqueous volume fraction = %5.3e'%stg.volume_frac_aqu) \n", "print('Organic volume fraction = %5.3e'%stg.volume_frac_org) \n", "print('Vapor volume fraction = %5.3e'%stg.volume_frac_vap) " ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "network-0\n", "\n", "\n", "\n", "0\n", "\n", "Stage\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "'''Draw the Cortix network system'''\n", "system_net.draw(engine='circo', node_shape='folder', ports=True)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "'''For help purposes'''\n", "import solvex.stage" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Documentation options:\n", " + Live in this notebook run on *code* cell: `help(solvex_ustc.stage)`\n", " + At ORNL GitLab: [source](https://code.ornl.gov/dealmeidavf/solvex-ustc)\n", " + At UML GitHub: [source](https://github.com/dpploy/solvex-ustc)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "scrolled": true, "tags": [ "scroll-output" ] }, "outputs": [], "source": [ "# Poor's man help\n", "#help(solvex_ustc.stage)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Reaction Mechanism" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Water, nitric acid, and uranyl extraction." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: ReactionMechanism: user must implement a H2O*[C4H9O]3PO(o) product partition function with signature (rxn_mech, temperature, spc_molar_cc, arg_dict) function for [C4H9O]3PO(o) + H2O(a) <-> H2O*[C4H9O]3PO(o) \n", "WARNING: ReactionMechanism: user must implement a [H2O]2*[[C4H9O]3PO]2(o) product partition function with signature (rxn_mech, temperature, spc_molar_cc, arg_dict) function for 2 [C4H9O]3PO(o) + 2 H2O(a) <-> [H2O]2*[[C4H9O]3PO]2(o) \n", "WARNING: ReactionMechanism: user must implement a [H2O]6*[[C4H9O]3PO]3(o) product partition function with signature (rxn_mech, temperature, spc_molar_cc, arg_dict) function for 3 [C4H9O]3PO(o) + 6 H2O(a) <-> [H2O]6*[[C4H9O]3PO]3(o) \n", "WARNING: ReactionMechanism: user must implement a HNO3*[C4H9O]3PO(o) product partition function with signature (rxn_mech, temperature, spc_molar_cc, arg_dict) function for H^+(a) + NO3^-(a) + [C4H9O]3PO(o) <-> HNO3*[C4H9O]3PO(o)\n", "WARNING: ReactionMechanism: user must implement a HNO3*[[C4H9O]3PO]2(o) product partition function with signature (rxn_mech, temperature, spc_molar_cc, arg_dict) function for H^+(a) + NO3^-(a) + 2 [C4H9O]3PO(o) <-> HNO3*[[C4H9O]3PO]2(o)\n", "WARNING: ReactionMechanism: user must implement a UO2[NO3]2*[[C4H9O]3PO]2(o) product partition function with signature (rxn_mech, temperature, spc_molar_cc, arg_dict) function for UO2^2+(a) + 2 NO3^-(a) + 2 [C4H9O]3PO(o) <-> UO2[NO3]2*[[C4H9O]3PO]2(o)\n" ] } ], "source": [ "args_dict = {'water_activity': 1.0} \n", "file_name='tbp-h2o-hno3-uo22+.txt' \n", "rxn_mech = ReactionMechanism(file_name=file_name, order_species=True, args_dict=args_dict) " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "#'''User input'''\n", "#rxn_mech.cat_input()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "#'''Show Mechanism'''\n", "# Jupyter Book does not render LaTeX through IPython.display(Markdown)\n", "#rxn_mech.md_print()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "#'''Species and reactions manual output (copy output and paste into mardown cell)'''\n", "#print(len(rxn_mech.species_names), ' **Species**\\n', rxn_mech.latex_species)\n", "#print(len(rxn_mech.reactions), ' **Reactions**\\n', rxn_mech.latex_rxn)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "11 **Species**\n", " \\begin{align*} \n", " &{\\mathrm{H}_{2}\\mathrm{O}}_\\mathrm{(a)}, {\\mathrm{H}_{2}\\mathrm{O}\\bullet[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}, {\\mathrm{H}\\mathrm{N}\\mathrm{O}_{3}\\bullet[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}, {\\mathrm{H}\\mathrm{N}\\mathrm{O}_{3}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{2}}_{\\mathrm{(o)}}, {\\mathrm{H}^+}_\\mathrm{(a)}, {\\mathrm{N}\\mathrm{O}_{3}^-}_\\mathrm{(a)}, {\\mathrm{U}\\mathrm{O}_{2}[\\mathrm{N}\\mathrm{O}_{3}]_{2}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{2}}_{\\mathrm{(o)}}, {\\mathrm{U}\\mathrm{O}_{2}^{2+}}_\\mathrm{(a)}, \\\\ \n", " & {[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}, {[\\mathrm{H}_{2}\\mathrm{O}]_{2}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{2}}_{\\mathrm{(o)}}, {[\\mathrm{H}_{2}\\mathrm{O}]_{6}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{3}}_{\\mathrm{(o)}}\\end{align*}\n", "6 **Reactions**\n", " \\begin{align*} \n", "{\\mathrm{H}_{2}\\mathrm{O}}_\\mathrm{(a)}\\ + \\ {[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}\\ &\\longleftrightarrow \\ {\\mathrm{H}_{2}\\mathrm{O}\\bullet[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}\\\\ \n", "2.0\\,{\\mathrm{H}_{2}\\mathrm{O}}_\\mathrm{(a)}\\ + \\ 2.0\\,{[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}\\ &\\longleftrightarrow \\ {[\\mathrm{H}_{2}\\mathrm{O}]_{2}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{2}}_{\\mathrm{(o)}}\\\\ \n", "6.0\\,{\\mathrm{H}_{2}\\mathrm{O}}_\\mathrm{(a)}\\ + \\ 3.0\\,{[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}\\ &\\longleftrightarrow \\ {[\\mathrm{H}_{2}\\mathrm{O}]_{6}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{3}}_{\\mathrm{(o)}}\\\\ \n", "{\\mathrm{H}^+}_\\mathrm{(a)}\\ + \\ {\\mathrm{N}\\mathrm{O}_{3}^-}_\\mathrm{(a)}\\ + \\ {[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}\\ &\\longleftrightarrow \\ {\\mathrm{H}\\mathrm{N}\\mathrm{O}_{3}\\bullet[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}\\\\ \n", "{\\mathrm{H}^+}_\\mathrm{(a)}\\ + \\ {\\mathrm{N}\\mathrm{O}_{3}^-}_\\mathrm{(a)}\\ + \\ 2.0\\,{[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}\\ &\\longleftrightarrow \\ {\\mathrm{H}\\mathrm{N}\\mathrm{O}_{3}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{2}}_{\\mathrm{(o)}}\\\\ \n", "2.0\\,{\\mathrm{N}\\mathrm{O}_{3}^-}_\\mathrm{(a)}\\ + \\ {\\mathrm{U}\\mathrm{O}_{2}^{2+}}_\\mathrm{(a)}\\ + \\ 2.0\\,{[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}\\ &\\longleftrightarrow \\ {\\mathrm{U}\\mathrm{O}_{2}[\\mathrm{N}\\mathrm{O}_{3}]_{2}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{2}}_{\\mathrm{(o)}}\\\\ \n", "\\end{align*}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Sanity Check" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Is mass conserved? True\n", "# reactions = 6\n", "# species = 11\n", "rank of S = 6\n", "S is full rank.\n", "S=\n", " [[-1. 1. 0. 0. 0. 0. 0. 0. -1. 0. 0.]\n", " [-2. 0. 0. 0. 0. 0. 0. 0. -2. 1. 0.]\n", " [-6. 0. 0. 0. 0. 0. 0. 0. -3. 0. 1.]\n", " [ 0. 0. 1. 0. -1. -1. 0. 0. -1. 0. 0.]\n", " [ 0. 0. 0. 1. -1. -1. 0. 0. -2. 0. 0.]\n", " [ 0. 0. 0. 0. 0. -2. 1. -1. -2. 0. 0.]]\n" ] } ], "source": [ "'''Data check'''\n", "print('Is mass conserved?', rxn_mech.is_mass_conserved())\n", "rxn_mech.rank_analysis(verbose=True, tol=1e-8)\n", "print('S=\\n', rxn_mech.stoic_mtrx)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### User-Provided Partition Functions" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "
Overview
\n", "\n", "- The module-level docstring states the file groups partition functions used in a reaction mechanism. The code imports specific partition-function callables from solvex.partition_func_local and assigns them into entries of rxn_mech.data so each reaction record holds the appropriate partition-function object under the key 'tau-partition-function'.\n", "\n", "
Imports
\n", "\n", "- Six partition-function callables are imported (names show the species and stoichiometries they represent):\n", " - partition_h2o_tbp_org\n", " - partition_2h2o_2tbp_org\n", " - partition_6h2o_3tbp_org\n", " - partition_hno3_tbp_org\n", " - partition_hno3_2tbp_org\n", " - partition_uo2no32_2tbp_org\n", "\n", "
Assignments to rxn_mech.data
\n", "\n", "- The code stores each imported callable into rxn_mech.data at specific indices, using the dictionary key 'tau-partition-function':\n", " - rxn_mech.data[0]['tau-partition-function'] = partition_h2o_tbp_org\n", " - rxn_mech.data[1]['tau-partition-function'] = partition_2h2o_2tbp_org\n", " - rxn_mech.data[2]['tau-partition-function'] = partition_6h2o_3tbp_org\n", " - rxn_mech.data[3]['tau-partition-function'] = partition_hno3_tbp_org\n", " - rxn_mech.data[4]['tau-partition-function'] = partition_hno3_2tbp_org\n", " - rxn_mech.data[5]['tau-partition-function'] = partition_uo2no32_2tbp_org\n", "\n", "
Mapping of indices to chemical complexes
\n", "\n", "- The index-to-function mapping corresponds to these complexes (notations use middle dot for association):\n", " - 0 -> H₂O·TBP complexation\n", " - 1 -> 2 H₂O·2 TBP complexation\n", " - 2 -> 6 H₂O·3 TBP complexation\n", " - 3 -> HNO₃·TBP complexation\n", " - 4 -> HNO₃·2 TBP complexation\n", " - 5 -> UO₂(NO₃)₂·2 TBP complexation\n", "\n", "
Conditional call at end
\n", "\n", "- A guarded invocation appears:\n", " - if cortix_ai:\n", " - cortix_ai.explain(markdown_header_level='
', markdown_display=markdown_display, save_supporting_info=db_save)\n", "- This line calls the explain method on the cortix_ai object when cortix_ai evaluates truthy; the call includes the keyword arguments shown (markdown_header_level, markdown_display, save_supporting_info).\n", "\n", "
Data-structure and intent notes
\n", "\n", "- rxn_mech.data is treated as an indexable collection of per-reaction dictionaries; the code sets one metadata field per reaction to reference a partition-function callable so downstream code can invoke that function when computing tau/partition-related quantities.\n", "- The imported names encode which species and how many of each are represented by each partition-function implementation." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 3882\n" ] } ], "source": [ "'''Partition functions involved in the reaction mechanism'''\n", "\n", "from solvex.partition_func_local import partition_h2o_tbp_org\n", "from solvex.partition_func_local import partition_2h2o_2tbp_org\n", "from solvex.partition_func_local import partition_6h2o_3tbp_org\n", "\n", "# Partition function for H2O*TBP complexation\n", "rxn_mech.data[0]['tau-partition-function'] = partition_h2o_tbp_org\n", "\n", "# Partition function for 2H2O*2TBP complexation\n", "rxn_mech.data[1]['tau-partition-function'] = partition_2h2o_2tbp_org\n", "\n", "# Partition function for 6H2O*3TBP complexation\n", "rxn_mech.data[2]['tau-partition-function'] = partition_6h2o_3tbp_org\n", "\n", "from solvex.partition_func_local import partition_hno3_tbp_org\n", "from solvex.partition_func_local import partition_hno3_2tbp_org\n", "\n", "# Partition function for HNO3*TBP complexation\n", "rxn_mech.data[3]['tau-partition-function'] = partition_hno3_tbp_org\n", " \n", "# Partition function for HNO3*2TBP complexation\n", "rxn_mech.data[4]['tau-partition-function'] = partition_hno3_2tbp_org\n", "\n", "from solvex.partition_func_local import partition_uo2no32_2tbp_org\n", "\n", "# Partition function for UO2(NO3)2*2TBP complexation\n", "rxn_mech.data[5]['tau-partition-function'] = partition_uo2no32_2tbp_org\n", "\n", "if cortix_ai:\n", " cortix_ai.explain(markdown_header_level='
', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Add Reaction Mechanism to Stage" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "stg.add_reaction_mechanism(rxn_mech)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Verify Species Groups" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "#'''Aqueous phase'''\n", "#str = stg.rxn_mech.md_print('(a)')" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "#'''Show aqueous phase'''\n", "# Jupyter Book does not render LaTeX through IPython.display(Markdown)\n", "#print(str)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\\begin{align*} \n", " &{\\mathrm{H}_{2}\\mathrm{O}}_\\mathrm{(a)}, \\ {\\mathrm{H}^+}_\\mathrm{(a)}, \\ {\\mathrm{N}\\mathrm{O}_{3}^-}_\\mathrm{(a)}, \\ {\\mathrm{U}\\mathrm{O}_{2}^{2+}}_\\mathrm{(a)}, \\ \\end{align*}" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "#'''Organic phase'''\n", "#str = stg.rxn_mech.md_print('(o)', n_species_line=5)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "#'''Show organic phase'''\n", "# Jupyter Book does not render LaTeX through IPython.display(Markdown)\n", "#print(str)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\\begin{align*} \n", " &{\\mathrm{H}_{2}\\mathrm{O}\\bullet[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}, \\ {\\mathrm{H}\\mathrm{N}\\mathrm{O}_{3}\\bullet[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}, \\ {\\mathrm{H}\\mathrm{N}\\mathrm{O}_{3}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{2}}_{\\mathrm{(o)}}, \\ {\\mathrm{U}\\mathrm{O}_{2}[\\mathrm{N}\\mathrm{O}_{3}]_{2}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{2}}_{\\mathrm{(o)}}, \\ {[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}}_\\mathrm{(o)}, \\\\ \n", " & {[\\mathrm{H}_{2}\\mathrm{O}]_{2}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{2}}_{\\mathrm{(o)}}, \\ {[\\mathrm{H}_{2}\\mathrm{O}]_{6}\\bullet[[\\mathrm{C}_{4}\\mathrm{H}_{9}\\mathrm{O}]_{3}\\mathrm{P}\\mathrm{O}]_{3}}_{\\mathrm{(o)}}, \\ \\end{align*}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Mass Transfer Data" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "
Explanation
\n", "\n", "This snippet assigns relaxation times (tau) for several entries in a reaction-mechanism data structure and then conditionally invokes a method on a cortix_ai object.\n", "\n", "- The leading triple-quoted string '''Adjust relaxation times for mass transfer''' serves as an in-source description/comment for the following code. \n", "- rxn_mech.data appears to be an indexable sequence (e.g., list) of dict-like objects; each assignment sets the 'tau' key for a specific element: indices 0, 1, 2, 3, 4, and 5 are assigned explicitly. \n", "- Each assignment uses 1.0e-0 * stg.flow_residence_time_avg; 1.0e-0 is equal to 1.0, so the multiplier leaves the value unchanged and each 'tau' is set equal to stg.flow_residence_time_avg. \n", "- The value stg.flow_residence_time_avg is an attribute (on the stg object) that represents the average flow residence time; that value is copied into each specified rxn_mech.data[i]['tau']. \n", "- The assignments are written in three groups (indices 0–2, 3–4, and 5) but together they result in indices 0 through 5 all having the same 'tau' value. \n", "- The final if-block checks the truthiness of cortix_ai and, if true, calls cortix_ai.explain(...) with three keyword arguments (including markdown_header_level set to '
'); no further details about that explain() method are provided here. \n", "\n", "- In effect, the code standardizes the relaxation time for six reaction-mechanism entries to the stage-average residence time and then optionally triggers the cortix_ai explain invocation." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 3716\n" ] } ], "source": [ "'''Adjust relaxation times for mass transfer'''\n", "\n", "rxn_mech.data[0]['tau'] = 1.0e-0 * stg.flow_residence_time_avg\n", "rxn_mech.data[1]['tau'] = 1.0e-0 * stg.flow_residence_time_avg\n", "rxn_mech.data[2]['tau'] = 1.0e-0 * stg.flow_residence_time_avg\n", "\n", "rxn_mech.data[3]['tau'] = 1.0e-0 * stg.flow_residence_time_avg\n", "rxn_mech.data[4]['tau'] = 1.0e-0 * stg.flow_residence_time_avg\n", "\n", "rxn_mech.data[5]['tau'] = 1.0e-0 * stg.flow_residence_time_avg\n", "\n", "if cortix_ai:\n", " cortix_ai.explain(markdown_header_level='
', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Meta Data" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "'''Names and info of interest for species'''\n", " \n", "tbp_org_name = '[C4H9O]3PO(o)'\n", "tbp_org = stg.organic_phase.get_species(tbp_org_name)\n", "tbp_org.info = 'Free TBP'\n", "\n", "tbp_monomer_org_name = 'H2O*[C4H9O]3PO(o)'\n", "tbp_monomer_org = stg.organic_phase.get_species(tbp_monomer_org_name)\n", "tbp_monomer_org.info = 'TBP Monomer Hydrate'\n", "\n", "tbp_dimer_org_name = '[H2O]2*[[C4H9O]3PO]2(o)'\n", "tbp_dimer_org = stg.organic_phase.get_species(tbp_dimer_org_name)\n", "tbp_dimer_org.info = 'TBP Dimer Hydrate'\n", "\n", "tbp_trimer_hexahydrate_org_name = '[H2O]6*[[C4H9O]3PO]3(o)'\n", "tbp_trimer_hexahydrate_org = stg.organic_phase.get_species(tbp_trimer_hexahydrate_org_name)\n", "tbp_trimer_hexahydrate_org.info = 'TBP Trimer Hexahydrate'\n", "\n", "uo2no3_2_2tbp_org_name = 'UO2[NO3]2*['+tbp_org_name[:-3]+']2(o)'\n", "uo2no3_2_2tbp_org = stg.organic_phase.get_species(uo2no3_2_2tbp_org_name)\n", "uo2no3_2_2tbp_org.info = r'UO$_2$(NO$_3$)$_2$ * 2TBP'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Initial Conditions of Mixer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Organic Phase" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mass_cc_tbp_org [g/L] = 291.75\n", "molar_cc_tbp_org [M] = 1.09551e+00\n" ] } ], "source": [ "'''Organic phase in the mixer (diluent is inert)'''\n", "\n", "vol_frac_tbp_org = 30/100 # free tbp\n", "\n", "#TODO: look this up at 40 C # W: TODO: look this up at 40 C\n", "rho_tbp = 972.5 * unit.gram/unit.L # pure liquid TBP\n", "stg.rxn_mech.args_dict['rho-tbp'] = rho_tbp\n", "tbp_mass_cc_org = rho_tbp * vol_frac_tbp_org # per volume of organic phase in the mixture\n", "stg.organic_phase.set_value(tbp_org_name, tbp_mass_cc_org)\n", "print('mass_cc_tbp_org [g/L] =', tbp_mass_cc_org)\n", "print('molar_cc_tbp_org [M] = %1.5e'%(tbp_mass_cc_org/tbp_org.molar_mass/unit.molar))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Aqueous Phase" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Summary

\n", "\n", "- This Python snippet configures species and their mass concentrations in an aqueous phase object (stg.aqueous_phase) for a mixer context.\n", "\n", "

Species retrieval and metadata

\n", "\n", "- h2o_aqu = stg.aqueous_phase.get_species('H2O(a)') \n", "- h2o_aqu.info = 'Water' \n", " - Retrieves the aqueous water species object (H₂O(a)) and sets its info/description string to \"Water\".\n", "- h_plus_aqu = stg.aqueous_phase.get_species('H^+(a)') \n", " - Retrieves the aqueous proton species object (H⁺(a)); the species object is later used for its molar_mass attribute.\n", "- no3_minus_aqu = stg.aqueous_phase.get_species('NO3^-(a)') \n", " - Retrieves the aqueous nitrate species object (NO₃⁻(a)).\n", "- (Separately) the code references the aqueous uranyl ion species UO₂²⁺(a) when setting a value.\n", "\n", "

Assigned numerical values and units

\n", "\n", "- rho_h2o_aqu = 992 * unit.gram/unit.L \n", " - Sets a mass density for the aqueous phase water to 992 g·L⁻¹ (comment notes to verify at 40 °C). This value is then assigned to the aqueous phase entry for H₂O(a) via stg.aqueous_phase.set_value('H2O(a)', rho_h2o_aqu).\n", "- c_hno3_aqu = 1e-3 * unit.molar \n", " - Defines a residual nitric acid concentration of 1×10⁻³ mol·L⁻¹.\n", "- rho_h_plus_aqu = c_hno3_aqu * h_plus_aqu.molar_mass \n", " - Multiplies the molar concentration by the proton species molar mass to produce a mass concentration (mass per L) for H⁺(a). The result is assigned with stg.aqueous_phase.set_value('H^+(a)', rho_h_plus_aqu).\n", "- rho_no3_minus_aqu = c_hno3_aqu * no3_minus_aqu.molar_mass \n", " - Analogously computes the NO₃⁻(a) mass concentration from the same molar concentration and assigns it to the aqueous phase.\n", "- rho_uo2_2plus_aqu = 0 * unit.gram/unit.L \n", " - Sets the UO₂²⁺(a) mass concentration to 0 g·L⁻¹ and assigns it via stg.aqueous_phase.set_value('UO2^2+(a)', rho_uo2_2plus_aqu).\n", "\n", "

Conditional call at the end

\n", "\n", "- if cortix_ai: cortix_ai.explain(markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save) \n", " - When the variable cortix_ai is truthy, the code invokes its explain method with the given keyword arguments." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 3991\n" ] } ], "source": [ "'''Aqueous phase in the mixer'''\n", "h2o_aqu = stg.aqueous_phase.get_species('H2O(a)')\n", "h2o_aqu.info = 'Water'\n", "#TODO look this up at 40 C # W: TODO look this up at 40 C\n", "rho_h2o_aqu = 992 * unit.gram/unit.L # per volume of aqueous phase in the mixture\n", "stg.aqueous_phase.set_value('H2O(a)', rho_h2o_aqu)\n", "\n", "c_hno3_aqu = 1e-3 * unit.molar # residual\n", " \n", "h_plus_aqu = stg.aqueous_phase.get_species('H^+(a)')\n", "rho_h_plus_aqu = c_hno3_aqu * h_plus_aqu.molar_mass\n", "stg.aqueous_phase.set_value('H^+(a)', rho_h_plus_aqu)\n", " \n", "no3_minus_aqu = stg.aqueous_phase.get_species('NO3^-(a)')\n", "rho_no3_minus_aqu = c_hno3_aqu * no3_minus_aqu.molar_mass\n", "stg.aqueous_phase.set_value('NO3^-(a)', rho_no3_minus_aqu)\n", "\n", "rho_uo2_2plus_aqu = 0 * unit.gram/unit.L\n", "stg.aqueous_phase.set_value('UO2^2+(a)', rho_uo2_2plus_aqu)\n", "\n", "if cortix_ai:\n", " cortix_ai.explain(markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Inflow Conditions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Aqueous Phase" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Summary

\n", "\n", "- The snippet configures an inflow aqueous phase on an object named stg by assigning mass concentrations for several dissolved species and a solvent, converting from molar concentrations where appropriate.\n", "\n", "

Line-by-line explanation

\n", "\n", "- The first line is a brief module-level string: \"Aqueous phase in the inflow\".\n", "- A TODO comment notes a concentration/temperature concern and a suspicious 1.01 factor (comment only; no effect on execution).\n", "- stg.inflow_aqueous_phase.set_value('H2O(a)', 1.0 * rho_h2o_aqu) \n", " - Sets the aqueous solvent H₂O(a) to the value 1.0 * rho_h2o_aqu. rho_h2o_aqu is an external variable (presumably a mass concentration or density); the code assigns that scaled value to the inflow phase.\n", "- c_hno3_aqu = 0.5 * unit.molar # low acid feed \n", " - Defines a molar concentration of 0.5 mol·L⁻¹ for the nitric-acid-derived H⁺/NO₃⁻ feed (labelled as a \"low acid feed\").\n", "- h_plus_aqu = stg.inflow_aqueous_phase.get_species('H^+(a)') \n", " - Retrieves the species object corresponding to H⁺(a) from the inflow phase (the returned object is later used for its molar_mass attribute).\n", "- rho_plus_aqu = c_hno3_aqu * h_plus_aqu.molar_mass \n", " - Converts the molar concentration c_hno3_aqu (mol·L⁻¹) into a mass concentration (mass·L⁻¹) by multiplying by the species molar mass (mass·mol⁻¹). The resulting unit is mass per volume (e.g., g·L⁻¹) depending on the units on unit.molar and molar_mass.\n", "- stg.inflow_aqueous_phase.set_value('H^+(a)', rho_plus_aqu) \n", " - Assigns that computed mass concentration for H⁺(a) into the inflow aqueous phase.\n", "- no3_minus_aqu = stg.inflow_aqueous_phase.get_species('NO3^-(a)') \n", " - Retrieves the species object for NO₃⁻(a).\n", "- rho_no3_minus_aqu = c_hno3_aqu * no3_minus_aqu.molar_mass \n", " - Converts the same 0.5 mol·L⁻¹ to a mass concentration for NO₃⁻(a) using its molar mass.\n", "- stg.inflow_aqueous_phase.set_value('NO3^-(a)', rho_no3_minus_aqu) \n", " - Stores the computed mass concentration for NO₃⁻(a) in the inflow phase.\n", "- rho_uo2_2plus_aqu = 110 * unit.gram/unit.L \n", " - Defines a mass concentration of 110 g·L⁻¹ for UO₂²⁺(a).\n", "- stg.inflow_aqueous_phase.set_value('UO2^2+(a)', rho_uo2_2plus_aqu) \n", " - Sets UO₂²⁺(a) in the inflow phase to that mass concentration.\n", "- if cortix_ai: \n", " - If the name cortix_ai evaluates truthy, the code calls cortix_ai.explain(...). (No explanation of the explain() function is provided.)\n", "\n", "

Units and conversion notes

\n", "\n", "- c_hno3_aqu is expressed in molar (mol·L⁻¹). Multiplying by a species' molar_mass (mass·mol⁻¹) yields a mass concentration (mass·L⁻¹), e.g., grams per liter.\n", "- The code mixes two patterns for setting concentrations:\n", " - Derived mass concentrations computed from molar inputs (H⁺ and NO₃⁻).\n", " - Direct assignment of a mass concentration for UO₂²⁺.\n", "- The exact numeric units depend on the unit objects attached to unit.molar and molar_mass; typical interpretation is mol·L⁻¹ for concentration and g·mol⁻¹ for molar mass, producing g·L⁻¹ for rho_* variables." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 4055\n" ] } ], "source": [ "'''Aqueous phase in the inflow'''\n", "#TODO here the concentration must be larger than in the initial condition in the mixer for lower temp # W: Line too long (105/100)\n", "# look this up later, 1.01 factor may be incorrect\n", "stg.inflow_aqueous_phase.set_value('H2O(a)', 1.0 * rho_h2o_aqu)\n", "\n", "c_hno3_aqu = 0.5 * unit.molar # low acid feed\n", " \n", "h_plus_aqu = stg.inflow_aqueous_phase.get_species('H^+(a)')\n", "rho_plus_aqu = c_hno3_aqu * h_plus_aqu.molar_mass\n", "stg.inflow_aqueous_phase.set_value('H^+(a)', rho_plus_aqu)\n", " \n", "no3_minus_aqu = stg.inflow_aqueous_phase.get_species('NO3^-(a)')\n", "rho_no3_minus_aqu = c_hno3_aqu * no3_minus_aqu.molar_mass\n", "stg.inflow_aqueous_phase.set_value('NO3^-(a)', rho_no3_minus_aqu)\n", "\n", "rho_uo2_2plus_aqu = 110 * unit.gram/unit.L\n", "stg.inflow_aqueous_phase.set_value('UO2^2+(a)', rho_uo2_2plus_aqu)\n", "\n", "if cortix_ai:\n", " cortix_ai.explain(markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Organic Phase" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "'''Organic phase in the inflow'''\n", "# Set the same mass concentration as the initial condition in the mixer\n", "stg.inflow_organic_phase.set_value(tbp_org_name, tbp_mass_cc_org)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Start-up Simulation\n", "\n", "Define the start-up simulation period as one flow residence time." ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "scrolled": true }, "outputs": [], "source": [ "'''Getting ready to run'''\n", "\n", "end_time = 1 * stg.flow_residence_time_avg\n", "\n", "import numpy as np\n", "ave_tau = np.mean([data['tau'] for data in stg.rxn_mech.data])\n", "time_step = ave_tau / 15\n", "show_time = (True, 10*time_step)\n", "\n", "stg.name = 'Stg-1'\n", "stg.save = True\n", "stg.verbose = True\n", "\n", "stg.perturb_flowrates = False\n", "\n", "stg.time_step = time_step\n", "stg.end_time = end_time\n", "stg.show_time = show_time" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "tags": [ "scroll-output" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[26493] 2025-12-02 15:16:45,733 - cortix - INFO - Launching Module \n", "[27389] 2025-12-02 15:16:47,020 - cortix - INFO - Stg-1::run():time[m]=0.0\n", "[27389] 2025-12-02 15:16:47,259 - cortix - INFO - Stg-1::run():time[m]=0.6\n", "Total mass rate density (mixture volume) residual [g/L-s]= -1.94289e-16\n", "total mass inflow rate [g/min] = 7.418e+02\n", "total mass outflow rate [g/min] = 7.160e+02\n", "\t net total mass flow rate [g/min] = -2.580e+01\n", "[27389] 2025-12-02 15:16:47,338 - cortix - INFO - Stg-1::run():time[m]=0.9 (et[s]=0.3)\n", "[26493] 2025-12-02 15:16:47,532 - cortix - INFO - run()::Elapsed wall clock time [s]: 299.56\n", "[26493] 2025-12-02 15:16:47,533 - cortix - INFO - Closed Cortix object.\n", "_____________________________________________________________________________\n", " T E R M I N A T I N G \n", "_____________________________________________________________________________\n", " ... s . (TAAG Fraktur)\n", " xH88\"`~ .x8X :8 @88>\n", " :8888 .f\"8888Hf u. .u . .88 %8P uL ..\n", ":8888> X8L ^\"\"` ...ue888b .d88B :@8c :888ooo . .@88b @88R\n", "X8888 X888h 888R Y888r =\"8888f8888r -*8888888 .@88u \"\"Y888k/\"*P\n", "88888 !88888. 888R I888> 4888>\"88\" 8888 888E` Y888L\n", "88888 %88888 888R I888> 4888> \" 8888 888E 8888\n", "88888 `> `8888> 888R I888> 4888> 8888 888E `888N\n", "`8888L % ?888 ! u8888cJ888 .d888L .+ .8888Lu= 888E .u./\"888&\n", " `8888 `-*\"\" / \"*888*P\" ^\"8888*\" ^%888* 888& d888\" Y888*\"\n", " \"888. :\" \"Y\" \"Y\" \"Y\" R888\" ` \"Y Y\"\n", " `\"\"***~\"` \"\"\n", " https://cortix.org \n", "_____________________________________________________________________________\n", "[26493] 2025-12-02 15:16:47,534 - cortix - INFO - close()::Elapsed wall clock time [s]: 299.56\n" ] } ], "source": [ "'''Run system in parallel'''\n", "stg.monitor_mass_flowrates = False\n", "stg.monitor_mass_conservation_residual = False\n", "stg.mass_bal_rate_dens_res_tol = 1.e-8 * unit.micro*unit.gram/unit.L/unit.second\n", "\n", "system.run()\n", "system.close() # Shutdown Cortix" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "application/javascript": [ "void \"Supporting Information\\n----------------------\\n\\n```python\\n'''Recover stage'''\\nstg = system_net.modules[0]\\n\\nn_startup = len(stg.organic_phase.time_stamps)\\n\\nif cortix_ai:\\n cortix_ai.explain(markdown_display=markdown_display)\\n```\";" ], "text/plain": [ "" ] }, "metadata": { "cortix_ai": { "method": "explain", "variable": "code cell: '''Recover stage'''" } }, "output_type": "display_data" }, { "data": { "text/markdown": [ "

Overview

\n", "\n", "This snippet selects a stage object from a network, counts timestamp entries in that stage's organic phase, and conditionally invokes a method on a Cortix AI object.\n", "\n", "

Line-by-line explanation

\n", "\n", "- The first line is a triple-quoted string literal 'Recover stage' that serves as an inline documentation string or comment at the top of the snippet.\n", "- stg = system_net.modules[0] \n", " - Retrieves the first element (index 0) from the sequence or list system_net.modules and assigns it to the name stg.\n", "- n_startup = len(stg.organic_phase.time_stamps) \n", " - Accesses the attribute organic_phase on stg, then the attribute time_stamps on that phase, and computes its length using len(); the resulting integer is stored in n_startup.\n", "- if cortix_ai: \n", " - Tests the truthiness of the name cortix_ai; the following indented statement runs only if cortix_ai is truthy (not None, not False, etc.).\n", " - cortix_ai.explain(markdown_display=markdown_display) \n", " - Calls the explain method on the cortix_ai object, passing the keyword argument markdown_display with the value of the local name markdown_display.\n", "\n", "

Variables and expected types

\n", "\n", "- system_net.modules: a sequence (e.g., list or tuple) of module-like objects; indexing returns a module instance.\n", "- stg: a module-like object expected to have an attribute organic_phase.\n", "- stg.organic_phase.time_stamps: an iterable (e.g., list) whose length is meaningful for startup counting.\n", "- n_startup: integer equal to the number of entries in time_stamps.\n", "- cortix_ai: an object used as a truthy/falsey flag; if truthy it must provide an explain method.\n", "- markdown_display: a variable passed as a keyword argument to the method call.\n", "\n", "

Control flow and side effects

\n", "\n", "- The only control flow is the conditional invocation of cortix_ai.explain; no exceptions are handled in the snippet.\n", "- Side effects: assignment to stg and n_startup; a method call may produce external effects depending on the cortix_ai object's implementation." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 3210\n" ] } ], "source": [ "'''Recover stage'''\n", "stg = system_net.modules[0]\n", "\n", "n_startup = len(stg.organic_phase.time_stamps)\n", "\n", "if cortix_ai:\n", " cortix_ai.explain(markdown_display=markdown_display)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Organic Phase Results" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": 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16NFDv/zyC4UzAAAAAOzm33//tb42mUxq0qSJwzM0bdpUFovF2v7f//7n8AwAAABGsFgsGjlypAYMGCBJ6t+/v+bNmydXV1eDkwEAAAAAAAAAkDjpjA4AAEh9Vq1apXbt2ik6Olpdu3bV1KlT5eREPSYAAAAA+7l69aqkRws3TSaTChcu7PAMhQoVsmlfu3bN4RkAAAAcLTo6Wn379tW0adMkSePHj9cnn3zC5kkAAMRTdHS0rl69qnv37ik0NFQWi0UeHh7y9vZW7ty55ezsbHREAAAAAADSJIpnAAAJsm7dOrVu3VpRUVHq0KGDZs6cSeEMAAAAALsLDg62aefMmdPhGWLmjFkoGhQU5PAMAAAAjhQWFqZOnTpp2bJlcnJy0qRJk9SrVy+jYwEAkKJduXJFa9eu1bZt23T48GGdO3fO5iTbx5lMJhUsWFBly5ZVzZo11bhxY+XNm9fBiQEAAAAASJsongEAxNumTZvUsmVLRUZGqnXr1pozZw47IwEAAABIFmaz2abt4uLi8Azp0tk+OnvawhcAAIAXQWBgoFq0aKHt27fL1dVV8+fPV6tWrYyOBQBAirVu3TpNnDhRW7dutT4zeN6zA4vForNnz+rcuXNasmSJ+vfvr1q1amnAgAFq3LixI2IDAAAAAJBmpbriGbPZrIsXL+ry5ctPPOI2T548yp8/P4u5AcDOtm3bpmbNmik8PFwtWrTQ/Pnz4ywkAwAAAAB7yZAhg037+vXrDs9w48YNSY8WtphMJnl4eDg8AwAAgCPcvHlTDRo00N9//62MGTNq5cqVqlmzptGxAABIkU6cOKHevXtr3759kmwLZmJOr32ex4tttmzZoi1btqhSpUqaMmWKSpUqZf/QAAAAAAAgdRTP/Pnnn1qzZo22bdum48ePKyws7Jnvd3NzU+nSpVWzZk01adJEvr6+DkoKAC+mXbt2qUmTJgoLC1Pjxo21aNEiQ3Z9BgAAAJB2+Pj4SPpv0cnly5cdniH2nDGZAAAAXiTnzp1TvXr1dPbsWfn4+MjPz09lypQxOhYAACnSxIkTNWzYMEVGRloLYOJbMPO4x/vEjLN3716VL19eEyZM0IABA+wTGAAAAMnqxIkTRkcAACSAk9EBniYqKkq//vqrihcvrmrVqunrr7/WgQMHrCfNPOsrLCxMBw8e1DfffKPq1aurWLFi+uWXXxQZGWn0bQFAqrNnzx41atRIISEhql+/vpYsWSJXV1ejYwEAAAB4wRUuXNj62mKxyM/Pz+EZNmzYYLOY5fFMAAAAL4KjR4+qSpUqOnv2rAoWLKg///yTwhkAAJ6ib9++Gjx4sCIiIqyn1MYugknIV4zHx4mIiNCgQYPUr18/h98fAAAAEmb79u1q1qyZ0TEAAAmQIk+e2bBhg/r27auLFy/aPDCQEnbEbUzff//9Vx988IH+7//+T5MmTVL9+vXtnhkAXkQHDhxQw4YNFRQUpNq1a2v58uVKnz690bEAAAAApAGvvvqqXF1drZuhnD59Wv7+/ipRooRD5vf395e/v7/1WZSLi4tee+01h8wNAADgCDt27FCzZs304MEDvfrqq/Lz81POnDmNjgUAQIr0wQcfaMqUKZKefGpM1qxZVbNmTZUvX17ly5dX7ty55eXlpcyZM8tkMun+/fu6f/++rl+/rkOHDungwYPatm2bbt++bR0zZlyLxaIpU6YoXbp0+vHHHx18pwAAAIiPJUuWqFOnToqIiFClSpU0d+5ceXl5xatvlixZkjkdAOBpUlTxjNls1qBBg/TTTz8l6XjbJ/WzWCy6cOGCGjVqZC2kcXJKsQfvAIDhDh8+rPr16+vBgweqXr26Vq1aJXd3d6NjAQAAAEgj3NzcVKlSJe3cudN6bezYsVq0aJFD5h87dqz1tclk0htvvCE3NzeHzA0AAJDcVq5cqXbt2ik8PFxVq1bVqlWrlDlzZqNjAQCQIk2bNk0///zzE9eh1KhRQ3379lWLFi3k4uLy1DF8fHzk4+Ojl19+WdWrV5ckRUVFacWKFZoyZYq2bNliHd9kMsliseiXX37Rq6++qp49eybfzQEAACDBfvnlF73//vuyWCxq2bKl5s2bx4bUAJBKpJjqkYiICDVv3txaOBOf421dXV3l4+Oj7Nmzy83NLV7H3FosFv34449q0aKFdedSAICto0ePqm7durp//76qVKmiNWvWyMPDw+hYAAAAANKY1q1bS/pv0ciSJUvk5+eX7PP6+fnpjz/+sM4rSW3atEn2eQEAABxh5syZatmypcLDw9WsWTNt2LCBwhkAAJ7i0qVL+vDDD+OsX/Hx8dHChQu1detWtWnT5pmFM0+TLl06tW7dWps2bdLixYuVPXt2m41mLRaLPvzwQ126dMlu9wMAAIDEs1gsGjlypPr37y+LxaI+ffpo8eLFFM4AQCqSYopn2rdvr7Vr11oLZ2LEFMGULl1aQ4YM0aJFi3T27FmFhYUpNDRU169f17Vr1xQSEqKwsDCdP39ef/zxhz7++GO99tprTyyisVgsWrt2rdq3b2/ErQJAinby5EnVqVNHd+/e1RtvvKF169bJ09PT6FgAAAAA0qDOnTsrY8aMkv57ptOpUycdPnw42eY8fPiwOnXqZPN8ytPTU507d062OQEAABLLbDbr9u3b8fq6deuWRo4cqR49eshsNuvtt9/W0qVLOXEcAIBnGDp0qEJCQiT9t36lTJkyOnHihNq2bWu3eVq3bq3jx4+rTJkyNmtcQkJC9PHHH9ttHgAAACROVFSUevbsqc8//1yS9Omnn+rXX3+Vs7OzwckAAAmRzugAkjR+/HitWLEiTtGMk5OTunXrpr59+6pChQrPHcfV1VX58+dX/vz51apVK3311Vf666+/NGnSJP32229xduhYsWKFPvvsM40cOTLZ7g0AUpN//vlHtWvX1p07d1SuXDn5+fkpU6ZMRscCAAAAkEZlzpxZ/fv315dffmk9VfjevXuqU6eOVqxYoWrVqtl1vt27d6tFixa6d++e9fmRyWTSe++9x27sAAAgRQoICJCPj0+C+w0dOtT6dywAAPBkZ86csTmZ1mQyqUyZMtq0aZO8vb3tPl+WLFm0ZcsW1alTR0eOHLHOu3TpUp05c0ZFihSx+5wAAAB4vpCQELVr105r1qyRk5OTJk+erHfffdfoWACARDD85JkTJ05o/PjxcQpnXnnlFe3evVszZ86MV+HM05QrV07Tp0/Xnj179Morr8QpoBk/frxOnDiR5PsAgNTu33//Va1atXTz5k29/vrr2rhxI4vDAAAAABjuk08+Ub58+axtk8mk+/fvq1atWurXr58ePnyY5DmCgoLUv39/1ahRQ3fv3rV5TpU3b142XgEAAC+UcePG6auvvqJwBgCA55g9e7bMZrO17ebmpoULFyZL4UyMzJkza+HChXJzc7NeM5vNmj17drLNCQAAgKcLCAhQnTp1tGbNGqVPn17Lly+ncAYAUjHDi2eGDBmiqKgoSf8dcVuvXj0dPHhQlSpVsts8FStW1MGDB9WgQQObI24jIyM1ZMgQu80DAKnRuXPnVKtWLV2/fl2lSpXSpk2b9NJLLxkdCwAAAADk4eGhBQsWyMXFxXrNZDLJbDZrypQpypcvn/r3768jR44keOyjR4/q/fffV/78+TVp0iSZzWbrIlKLxSIXFxfNmzdPHh4edrsfAAAAo/Xt29foCAAApArLly+3OXVm+PDhDjn9pUiRIho+fLh1XovFomXLliX7vAAAALB16dIl+fr6au/evfL29tbmzZvVrFkzo2MBAJIgnZGT//3339qwYYPNw4Y6depo5cqVNrto2Iubm5tWrFihZs2aaePGjdZ5N27cqKNHj+q1116z+5wAkNJdvHhRNWvW1JUrV1SiRAlt2bJFWbNmNToWAAAAAFi9+eabmj59urp37x7nVOHAwEBNmjRJkyZNko+Pj8qXL6/y5csrd+7c8vLysp6oGRgYqPv37+vatWs6dOiQDh06pJs3b0qSzZgxbScnJ02bNk1VqlRx/A0DAAAAAABDBQQE6NSpU9ZnBc7Ozg4tQO3bt68+/fRT68k3//zzjwICApQlSxaHZQAAAEjLjh8/rgYNGujatWvKkyePNmzYoJIlSxodCwCQRIYWz8yZM8emnSlTJs2ZMydZCmdiuLq6as6cOSpevLgCAwOt12fPnq3vvvsu2eYFgJTo8uXLqlmzpi5duqSXX35ZW7ZskY+Pj9GxAAAAACCOzp07S5J69uypyMhISbbFLpJ08+ZNrVu3TuvWrXvueI+fTBwzTsx1FxcXTZ06VV27drVbfgAAAAAAkHocP37c+tpkMsnX19ehGxBmzZpV1apV07Zt26zXjh07ppo1azosAwAAQFq1c+dONWvWTIGBgXrllVfk5+enPHnyGB0LAGAHTkZOvmrVKptTZ8aPH6/s2bMn+7w+Pj769NNPbY64XbFiRbLPCwApybVr11SrVi2dP39ehQsX1tatW5UzZ06jYwEAAADAU3Xu3Flbt25Vvnz54hS/xHxZLJZ4fT3eJ4bFYlG+fPm0ZcsWdevWzYhbBAAAAAAAKcD58+dt2kacTBt7zgsXLjg8AwAAQFqzbNky1atXT4GBgfL19dWuXbsonAGAF4hhxTPXr1/XuXPnrG1XV1eHLkro1q2bzQk3Fy9e1PXr1x02PwAY6caNG6pVq5bOnDmjAgUKaOvWrcqdO7fRsQAAAADguSpXrqyTJ09qyJAhSp8+vU0RjWRbSPOsr8dZLBa5ublp0KBBOnHihHx9fR15SwAAAAAAIIW5d++epP9OrjViE8LYc8ZkAgAAQPKYNGmSWrdurfDwcDVv3lwbN26Ut7e30bEAAHZkWPHMyZMnra9NJpPq1KmjjBkzOmz+jBkzqm7dujYLLE6cOOGw+QHAKLdv31bt2rV1+vRp5c2b17prMwAAAACkFh4eHpowYYLOnTuncePGqWDBgnFOlnma2O/Lly+fxowZo7Nnz+rbb7+Vp6enA+8k+XTo0CFOwVCBAgWMjgUAAAAAQKoQGhpq0/bx8XF4hqxZs0qSdROQ2JkAAABgHxaLRaNHj1a/fv1ksVjUq1cvLVmyRO7u7kZHAwDYWTqjJo59nGy5cuUcnqFcuXJas2aNtX3x4kWHZwAARwoICFCdOnV06tQp5cqVS1u3blXBggWNjgUAAAAAiZI9e3aNGjVKo0aN0qlTp7R9+3b99ddfOn36tK5cuaK7d+9aF5a4u7vL29tbefLkUbFixVS2bFnVqFFDpUqVMvgu7G/16tVauHCh0TEAAAAAAEi13NzcbNpGnPpy//59SY8Wc5pMJrm6ujo8AwAAwIsuKipK/fr107Rp0yRJY8aM0ZgxY6wFzACAF4thxTOBgYGS/vshPyUccRvz4AEAXkT37t1T3bp1dezYMeXIkUNbt25VkSJFjI4FAAAAAHZRsmRJlSxZ0ugYhgsMDFTfvn2NjgEAABzkWSfuAQCAxMuUKZOk/059uX79usMz3Lhxw6bt5eXl8AwAAAAvstDQULVv316rVq2Sk5OTfvnlF/Xp08foWACAZGRY8Uzs42SzZMni8Aze3t6S/nvYER4e7vAMAOAIgYGBql+/vo4cOaJs2bJpy5YtKlasmNGxAAAAAAB2NmTIEF29elWSlCFDBgUHBxucCAAAJJeoqCh9+OGHRscAAOCFlD9/fpv2sWPHHJ7h6NGjNu18+fI5PAMAAMCL6u7du2ratKn27NkjNzc3LViwQG+99ZbRsQAAyczJqInd3d1t2nfu3HF4hoCAAEn/7cqVPn16h2cAgOT28OFDNWzYUAcPHlSWLFm0ZcsWdmMGAAAAgBfQ9u3bNX36dEmSk5OTxowZY3AiAACQXEJCQvTWW29p/vz5RkcBAOCFVKJECetri8UiPz+/OJvEJqfQ0FD5+flZN4OVxO94AQAA7OTy5cuqWrWq9uzZo8yZM2vTpk0UzgBAGmHYyTOZM2eWlLKOuI3JBAAviuDgYDVq1Eh79+6Vt7e3Nm/erNKlSxsdCwAAAABgZ6GhoerZs6d1k5j3339fFSpUMDgVAABIDnfu3FHTpk21b98+ubm5acqUKWrUqFG8+2fJkiUZ0wEA8GLIly+fcufOrWvXrkl69HP3okWL1L17d4fMv2jRIoWEhFjX1OTKlYuTZwAAAOzg5MmTql+/vq5evarcuXPLz89PpUqVMjoWAMBBDCueKVCggE37wIEDDs8Qe87Yx+4CQEpkNputJ2c9S0hIiDp27Kg9e/YoU6ZM2rhxo15//fXkDwgAAAAAcLhRo0bp7Nmzkh4t8Pnss8906NAhg1MBAAB7u3DhgurXr6///e9/8vb21urVq1WlShWjYwEA8EJq0qSJpkyZIpPJJIvFomHDhumtt96Sl5dXss4bGBio4cOHW+c1mUxq3Lhxss4JAACQFuzevVtNmzbV/fv3Vbx4cW3YsIECZQBIYwwrnnm8UtNisWjbtm0KDAxM9ocMMQIDA7VlyxbrwwZJnMYAIFUICAiQj49PgvosWrRI5cuXT6ZEAAAAAAAjHTx4UBMnTrS2f/nlF3l6ehoXCAAAJIu///5bDRs21I0bN5QvXz75+fmpRIkSRscCAOCF1blzZ02ZMsXavn37tvr06aMFCxYk25wWi0V9+/bVzZs3rafOSFKXLl2SbU4AAIC0YMWKFerQoYPCwsL05ptvavXq1ZzOCwBpkGHFM9mzZ1eRIkWsO2JGRkZq1qxZGjhwoEPmnzVrliIjI60PGwoWLKjs2bM7ZG4AcLRy5coZHQEAAAAAkk1kZKSOHz8uf39/nT17Vjdv3tSdO3cUHBysiIgImUwmpU+fXpkzZ1bOnDlVqFAhlS5dWuXKlZOrq6vR8ZMkMjJSPXr0UHR0tCSpTZs2atKkicGpAACAvW3ZskVvvfWWHj58qNKlS2v9+vXKnTu30bEAAHihValSRZUqVdL+/futG7MuXrxYbm5umjVrlk1xi7306NFDCxcutDl1pmLFipw0BwAAkARTp05V3759ZTab1bRpUy1cuFAeHh5GxwIAGMCw4hlJatasmb777jvrD/1jxoxRu3btlDNnzmSd9/r16xozZozNw4bmzZsn65wAAAAAAACwn2vXrmn+/Plau3at9u7dq8jIyASP4ebmpsqVK6tdu3Zq27atw05Etqcvv/xSx48flyRlzpxZP/74o8GJAACAvS1cuFBdu3ZVZGSkqlevrhUrVihz5sxGxwIAIE34+uuvVb16dUmyrjGZO3eurl27pqlTp6pAgQJ2mefSpUvq1auXNm3a9MQMAAAASDiLxaJPP/1UY8eOlfSoUHny5MlKl87QpdMAAAM5GTl5165dbdoPHz5Uly5dFB4enmxzhoeHq2vXrnr48KHN9W7duiXbnAAAAAAAALCPY8eOqVWrVsqfP7+GDh2qnTt3KiIiQhaLJcFfYWFh2rZtm/r06aO8efPqo48+0r1794y+xXg7deqUPv/8c2t7woQJypEjh4GJAACAvX333Xfq0KGDIiMj1aZNG/n5+VE4AwCAA/n6+qpPnz6yWCyS/iug2bx5s0qVKqXx48frxo0biR7/5s2b+uyzz1SqVClt2rTJugFszP/26tVLVatWtdftAAAApBnR0dHq27evtXBm5MiRmjZtGoUzAJDGGfqnwKuvvqr69etrw4YN1h/+t23bpmbNmmnlypVKnz69XeeLiIhQixYttGXLFpuHDXXr1tWrr75q17kAAAAAAABgP5GRkRoyZIh++eUXmc1m66IV6dHClcSKGScoKEjff/+9fvvtN02cOFGdO3dOcubkZDab1aNHD0VEREiSqlatqnfffdehGW7duqXbt28nqM+ZM2ds2kFBQXrw4IE9YyVYcHDwM9sAEIPPCziS2WzWqFGj9PPPP0uS+vTpoy+//FIRERHWP/+RsvGZAaRMQUFBRkdAKjRx4kQdOXJE+/btk8lksq43CQkJ0dixYzV+/Hg1bNhQDRs2VIUKFfTqq6/KxcXliWNFRUXp2LFjOnjwoPz8/LRu3TpFRUXZFOfEqFixon744QeH3CMAAMCLJDQ0VB07dtSKFStkMpn0888/q1+/fkbHAgCkAIaXUH7zzTfasmWLoqOjbXboqFChgqZPn6433njDLvMcOHBAPXv21MmTJ22up0uXTt9++61d5gAAAAAAAID93b17V40aNdLBgwefuJjkWR4vsoktZsHL4++9e/euunXrpu3bt2vKlClydnZOWvhk8uOPP2rfvn2SJFdXV02dOjVJRUSJ8euvv2rcuHFJGuPAgQNJ2qE3ORw4cMDoCABSCT4vkFwiIyP1448/ateuXZKkrl27qn79+tqxY4fByZAUfGYAKcOlS5eMjoBUyMXFRevXr1etWrV05MgRm+cJFotFUVFRWrNmjdasWWN9f9asWeXl5WU9MS4wMFD379/XnTt3FBkZaR37Sc85LBaLypQpo/Xr18vV1dVBdwkAAPBiuHfvnpo3b65du3bJ1dVV8+fPV6tWrYyOBQBIIQwvnilVqpRGjRqlMWPG2OzQcfLkSVWpUkXdunVTnz59VKFChUSN/9dff2nSpEmaPXu2dVfSx0+dGTFihEqVKmXnuwIAAAAAAIA9hISEqHbt2jp69KikuItJnuXxZ005c+bU4MGDFRYWpsDAQPn7++vYsWM2C6ceX/gya9Ys3b59W8uXL5eTk1My3FninT9/XiNHjrS2hw8fruLFixuYCAAA2EtISIi++uorHTt2TM7Ozurfv79q1qxpdCwAANI8Ly8v7dixQ506ddLq1autzxAef5YQIyIiQteuXft/7N1ndFRV//bxaxICCQmQGIhIrwpYUCnehhbAqLRIB1EkdAgKCCJFlC5SpEkRDCBdqaEX6SAloNIEUWpIpIYaElLneeGT+TOhpUxyJuH7WStrZZ+cs/c1c3sPM2f2b2/9+++/D/37/ZIuhGE2m1W3bl0tWrRIuXLlSo+HAgAAkGWFhoaqTp06OnbsmHLnzq1Vq1apRo0aRscCANgRw4tnJOnLL7/U77//rpUrV1pNakhISNCPP/6oH3/8US+99JJli9uKFSuqYMGCypbNOn5cXJz+/fdfHTx40LLF7ZEjRyQ9fLWO+vXra9CgQRn3QAEAAAAAAJAiH3/8sQ4fPvxA0cyLL76oDz/8UN7e3ipSpIjc3d0VGRmpK1eu6ODBg1qzZo1Wr16thIQEmUwmXbp0SWvXrtXy5cuVJ08eS18XL17UwoULNXfuXB09etTq3tSaNWvUtWtXTZ8+3YiH/kidOnXS3bt3JUllypTRgAEDDE4EAABs4caNGxo6dKjOnj0rZ2dn9e3bV6+99prRsQAAwP/n5uamlStXasqUKerfv78iIiIeKKK5n9lstiqaedyOsWazWa6urhoxYoQ++eSTDN9dFgAAILM7fvy43n33XV24cEHPPfecNmzYoFdeecXoWAAAO2MXxTOS9PPPP6thw4basGHDA1vcStLRo0d17Ngxq2ucnZ2ttriNioqy+vujbkKYzWa98847WrJkSXo8FAAAAAAAANhAcHCwfvzxR6v7RM8884ymTp2q5s2bP3B+njx59Nxzz6l8+fJq3769/v77b/n7+2vfvn2SpO3bt6tly5Zav3695ZrEHWl69+6t6dOna8CAAbp586algCYwMFDvvPOOGjdunDEP+glmzpypzZs3S/rvfteMGTOUPXt2Q7IEBASoWbNmKbrm1KlTatiwoaVduXJllS1b1sbJUubu3bsKDg62tCtXrixXV1cDEwGwV7xeID2dOnVK3bt3V0hIiPLly6fFixfr9ddfNzoW0oDXDMA+nThxwugIyAK6deum5s2ba+TIkZo5c6bu3Lkj6cHimCcVwCTOaXFzc1Pbtm01YMAAPfvss+kTGgAAIAvbs2eP6tevrxs3buiFF17Qxo0bVbRoUaNjAQDskN0Uz2TPnl2rV69Wz549NWXKlIducZt0G9uoqKgHCmaSSlo0I0ldunTRpEmTHti5BgAAAAAAAPZj3Lhxlt/NZrPy5cunHTt2qEyZMsm6/vnnn9fOnTtVv359bdq0SWazWZs2bdLUqVMVEBDwwPmdO3dWzZo1VbNmTV26dMlSQNOrVy81aNBATk5ONntsqXHx4kV99tlnlnaHDh1UrVo1w/J4eXnJy8srTX24ubkpd+7cNkpkG66urnaXCYB94vUCtrJ//37Vq1dP4eHhKlmypDZu3KiSJUsaHQs2xmsGYB/c3NyMjoAsIl++fBo3bpyGDx+uZcuWafXq1dq+fbuuXbuWrOufeeYZ+fj4qEGDBmratCkFlgAAAKm0atUqtWjRQvfu3dMbb7yhNWvWKG/evEbHAgDYKbuqHnF0dNR3332nd999V926dVNISMhjt7hNCbPZrIIFC2rKlCny8/OzRVwAMETSQkIAAAAAyIqio6O1evVqSwGLyWRSYGBgsgtnEmXLlk0///yzSpcurfDwcJnNZn311Vdq166dnJ2dHzj/+eef1+bNm1WhQgVFR0dLki5cuKD58+erbdu2NnlsqdWtWzfdvHlTkpQ/f36NHj3a0DwAACDt1q5dq2bNmikqKkoVK1bU2rVr01ycCgAAMk7OnDnVunVrtW7dWtJ/9xBOnjyp0NBQXb9+3bIgrIuLizw8PFSoUCG98MILKlKkiJGxAQAAsoTAwEB17txZCQkJqlu3rhYvXkxRMgDgseyqeCZRvXr15Ovrq++//17fffedTp8+bflbcoto7p9cXrx4cX388ccKCAhQjhw5bJ4XADLSxIkTjY4AAAAAAOnu4MGDioqKstwLevXVV9WgQYNU9ZUnTx598sknGjRokCTpxo0bWr16tZo1a/bQ88uWLas+ffpo2LBhlvFnzZplaPHMkiVLtGLFCkt74sSJcnd3NywPAABIu1mzZqlTp06Kj4/XO++8o6VLl7IjAgAAmVzhwoVVuHBho2NkqNOnTys4OFihoaGKiYmRh4eHypQpI29v74cuXJJV8TwAAJBxzGazRowYoS+//FKS5O/vrxkzZsjJycngZAAAe2eXxTOSlD17dnXv3l3du3fXrl27LFvcHj161LLq5+Oufemllyxb3NaoUSODUgNA+lq1apW+/vprSdLo0aPl7++frOs8PT3TMRUAAAAA2N7Jkyctv5tMJtWvXz9N/TVo0ECDBg2yFMNs3779kcUzktSnTx+NHj1aMTExMpvN2r9/v+7cuaNcuXKlKUdq9enTx/J7vXr11Lx5c0NyAACAtEs6weOjjz5SYGAgEzwAAECmEhQUpGHDhun3339/6N/d3Nzk7++vQYMGKW/evOmaZfDgwRoyZEiqr2/Tpo1+/PHHVF1rT88DAABPg/j4eHXv3l1Tp06VJA0YMEDDhw9P9sL8AICnm90Wz9yvWrVqqlatmiQpLi5O586de+wWt8WKFeMLBgBZzp9//qkPPvhAktS1a1eriVMAAAAAkNWEh4dL+m9yqclkUokSJdLUX9Lr7y/OeRg3NzfVrFlTGzZskPTflzG///67YYu03Lx50/L72rVrU/Ul0Pnz5x+47o8//tCrr76axnQAACC54uPj9fHHH+v777+XJPXr109ff/01EzwAAECmER0drfbt22vBggWPPS8iIkKTJ0/Wzz//rKVLl6p69eoZlDBj8DwAAGAbCQkJlu+EnuTevXsKCAjQmjVrZDKZNHHiRH3yySfpnBAAkJVkiuKZ+2XLlk2lSpVSqVKljI4CABkmPDxcfn5+ioiIkI+PjyZOnGh0JAAAAABIV/Hx8VbtnDlzpqk/Z2dny+9ms1m3b99+4jVVqlSxFM9I0qlTp9jhGAAApFpUVJRatWqloKAgmUwmTZo0SR9//LHRsQAAAJItISFBLVq00MqVK62OOzo6qkiRIsqTJ4/Onj2rW7duWf529epV1alTR5s3b9abb76Z0ZHTBc8DAAC2Ex4eLi8vrxRd4+TkpPnz56t58+bplAoAkFVluuIZAHjaxMbGqlmzZjpz5oyKFSumJUuWsLsWAAAAgCwvb968Vu3Lly+nqb8rV65YfjeZTHJzc3viNc8++6xV+/r162nKAAAAnl7Xr1+Xn5+ffv31V2XPnl0LFixQ06ZNjY4FAACQImPGjHmgYKRLly768ssvVaBAAUn/FZasXLlSPXv2VEhIiCQpMjJSzZs317Fjx5QnT550zzl27FiVL18+2ecnZk+uzPI8AACQVf38889q1KiR0TEAAJkQxTMAYOd69eqlbdu2ydXVVatWrXpgAhkAAAAAZEX58uWT9F+hiyTt3LkzTSuz7969+6H9P46Hh4dVhpiYmFSPn1YrV65UbGxsiq45fPiwPvvsM0v72Wef1fz5863OYXdnAADSX0hIiN59912dOHFCefLk0cqVK9nNDgCALCohIUHh4eG6du2a7t69q5iYGJlMJjk7O8vd3V3PPfec1e64mUl4eLhGjBhhdWzkyJHq16+f1TEHBwc1atRIlStXVtWqVXXu3DlJUmhoqMaNG6chQ4ake9YKFSrIx8cnXfrOTM8DAABZVdWqVY2OAADIpCieAQA7NmPGDE2ePFmSNH/+fL388ssGJwIAAACAjFGhQgXL72azWevXr9elS5eUP3/+VPUXGBho6ctkMqlkyZJPvObu3btW1+TMmTNVY9tCaibYZstmfevP2dlZb731lq0iAQCAZDh69Kjq1KmjsLAwFShQQBs2bOA+LwAAWUR8fLx2796t7du367ffftOJEycUEhKiuLi4x1737LPP6uWXX5a3t7dq166daSZ/jh49Wnfu3LG0q1evrr59+z7y/IIFCyowMNDqXsT48ePVvXt3eXp6pmvW9MTzAAAAAACZl4PRAQAAD7dz505169ZNkjRs2DA1bNjQ2EAAAAAAkIEKFSqk559/3tKOjIy0fEZKqfnz52vr1q2WHWQkqVatWk+87vLly1ZtdgIFAAApsWPHDlWrVk1hYWEqW7as9u7dS+EMAABZwJEjR9SlSxfly5dPtWrV0tChQ7V27VqdPn1asbGxMpvNj/25dOmSNm/erKFDh6pGjRoqXLiwvvrqK125csXoh/ZICQkJmj17ttWxwYMHW91reZjatWurWrVqlvadO3e0ePHidMmYEXgeAAAAACBzy1TFM2azWSEhITpw4IDWr1+vpUuXauHChVq0aJFWrFihbdu26a+//tK9e/eMjgoAaXL+/Hk1adJEcXFxatGihb744gujIwEAAABAhmvRooVl1xez2aygoCD5+/un6N7PwoUL1b59e6tJDHny5LGasPAox44ds2oXK1Ys2eMCAICn29KlS/X222/r1q1bqlKlinbv3q0iRYoYHQsAAKRBaGiomjZtqtdee00//PCDbt68aVUUYzKZkv1z/3VhYWEaMWKEihcvriFDhig6Otroh/qAPXv26OrVq5Z2iRIl5OPjk6xr27dvb9UOCgqyYbKMxfMAAAAAAJlbNqMDPM7ly5e1YcMGyxa3f//9t2JjY594nYODg0qUKGHZ4va9995Trly5MiAxAKRdRESE/Pz8dO3aNb322muaNWvWE1eqAQAAAICs6NNPP9WkSZN0+/Zty8SSefPmac+ePerbt69atmwpV1fXB64zm83asWOHxo8frzVr1lgV4JhMJvXo0UM5cuR44vjBwcGW6yTpxRdftPljBAAAWc/kyZPVvXt3mc1mNWzYUAsXLpSLi4vRsQAAQBosX75cbdu2VUREhOU+weO+w0085373n5/0WrPZrKioKA0dOlRLly7Vzz//rHLlytkofdqtXbvWqu3r65vs77B9fX2t2tu3b9fdu3cfek/H3vE8AAAAAEDmZpfFM6tXr9aUKVO0ZcsWJSQkSHr4jYVHiY+P1z///KNTp05p7ty5ypEjh5o2barPPvtMr7zySnrFBoA0S0hIkL+/v44cOSIvLy+tXLlSOXPmNDoWAAAAABjC3d1dw4YNU/fu3a1WZj116pQ6deqkrl276sUXX1TRokWVO3duRUVF6erVq/rjjz8UEREhSZaCmUQFChRQr169njj26dOndfLkScu1JUuW1DPPPJM+DxQAAGQJZrNZAwYM0DfffCNJ6tKliyZPnixHR0eDkwEAgLSYMWOGAgICLPNX7r/P8KgimcRzEu9LuLq6ysnJSXfu3FFcXNxjz//zzz/l7e2toKCgZO9qkt4OHTpk1fb29k72tQUKFFCxYsV07tw5SVJMTIyOHz+uSpUq2TBhxuB5AAAAAIDMza6KZ3777Td17dpVv/32m6QHbzKkdOeFxOvv3bunBQsWaOHChWrdurVGjx6tfPny2SY0ANjQsGHDtGzZMjk5OWnFihUqXLiw0ZEAAAAAwFAff/yxfvvtN82ZM+eBySRxcXE6fPiwjhw5YnXN/feU7j8/Z86cCgoKStYOxT/99JNVH7Vq1bLFwwEAAFlUbGysOnTooLlz50r6717vF198wa7iAABkcps3b7YUztx/j0GS3NzcVKlSJRUpUkTu7u6KjIzUlStXdPDgQYWFhUmS1U64CxYs0LvvvquoqCidOHFCR44c0b59+7R06VJdv37d6r7H7du3Vb9+fW3dulWVK1c25sHf58SJE1btlO6KU65cOUvRSGJ/6V00Eh0drTNnzig8PFxOTk7y9PRUgQIF0rR4ZWZ8HgAAAAAA/8duimfGjx+vvn37Kj4+Pllb3Eop2+bWbDbLbDZr7ty52rhxoxYsWKCaNWvaKD0ApN2yZcs0ePBgSdL333+folVqAAAAACArmzFjhpycnBQYGGi533P/hJUnLcBiNpvl4eGhRYsWqUKFCk8cLyEhQTNmzLBcK0n16tVL8+MAAABZU0REhJo1a6YNGzbI0dFR06dPV/v27Y2OBQAA0igyMlJt27Z9oHDmlVde0cCBA9WoUaNH7jB3+PBhjR07VgsWLJDJZNKdO3fk5+en+fPnq3nz5nr99df1+uuvy9/fX5MnT1ZQUJD69u2rs2fPWopoIiMj1bhxYx05csTQ3XCjoqI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S4eHhfNAHALiMTZs2qUqVKnrllVcUHh6ukiVLaunSpVqxYoXKlCljdTwAAABkQHPmzFGuXLlsYyaXLl1Sjx491KRJE504ccLqeAAAAECGVqBAAQ0YMEC7du3S4cOHNWrUKJUsWVI3btzQDz/8oNatWytv3rzq0aOH1q5dq/j4eKsjAwAyEdM008ULSIkPP/xQN27c0JNPPqn69etbHQcAAABAGrN06ZW6detq9erVtgKW+fPnq2fPng7v5+GHH7atQHPgwAFbAU3ixBAAAKx0/PhxvfPOO1q0aJEkycfHRyNHjlTv3r3l6elpcToAAABkZN26dVPjxo3VrVs3/f7777bxktWrV6ts2bKaMGGCevXqZXVMAAAAwKX5+fnZVhJPdPXqVW3evNnWrlmzpnLmzGl3zH+VLFlSI0eO1Lvvvqs9e/ZowYIFWrhwoU6fPq25c+dq7ty5ypcvn9q3b69OnTqpcuXKfM8JAHCazp07Wx0BcLjz58/r008/lSSNGDGC36UAAACATMjS4plGjRppyJAhkm49sWLHjh0KDg5W+fLlHd5XQECAgoKCVL9+fe3fv99WQAMAgFWuX7+uiRMnatKkSbpx44bc3Nz0yiuv6P3335e/v7/V8QAAAJBJFChQQKtWrdLs2bM1cOBAXb16VYZh6Nq1a3rjjTe0aNEizZ07V8WLF7c6KgAAAOCS3Nzc7hjT9fLyko+Pj62dJ08e5cqV677nMgxDFStWVMWKFTVx4kRt2rRJCxYs0I8//qgzZ85oypQpmjJlikqUKKFOnTqpY8eOKl26tMOvCQCQuc2fP9/qCIDDffzxx7p+/boqVaqkpk2bWh0HAAAAgAXcrOy8QoUKKlasmCTZClnef/99p/WXJ08eBQUFqUKFCizdCgCwTEJCgr755huVKlVK77//vm7cuKE6depo9+7dmjVrFoUzAAAAsETPnj0VHBysevXq2VbrNU1TGzduVPny5fXhhx8yngIAAACkIXd3d9WpU0ezZ8/W2bNn9euvv6pDhw7Kli2bQkJC9N5776lMmTKqWLGiJk+erJMnT1odGQAAwCVdvHhR06dPlyQNHz6cBy4DAAAAmZSlxTOS1LZtW5mmaXv9/PPPCg4Odlp/uXPn1rp161S1alVbnwAApERCQoIiIiJS9EpISJAk7dixQzVq1NBLL72kU6dOqUiRIvrpp5+0bt06Pf744xZfGQAAADK7woULa82aNZoxY4ayZ89uW7k3Ojpa77zzjp566ikdOHDA6pgAAABApuPp6alnn31WCxcuVHh4uL799ls1b95cWbJk0Z49ezRw4EAFBgaqTp06+uyzzxQZGWl1ZAAAAJcxbdo0Xb16VeXKlVOLFi2sjgMAAADAIlmsDjBw4MA7lsL09fV1ap8+Pj5as2aNpk2bptjYWKf2BQDIeCIjIxUQEJCiY4KDgzVp0iR9/fXXkqQcOXJo2LBhevPNN5U1a1ZnxAQAAAAeWK9evdS0aVN17dpVGzdutK1Cs2PHDlWsWFHDhw/XkCFD5O7ubnVUAAAAINPx9vZWp06d1KlTJ50/f14//vijFixYoE2bNmnDhg3asGGD+vTpoyZNmqhTp05q0aKFcuTIcdfzJSQkpLjYxs/PT25ulj+nEQAA4L6uXLmiKVOmSJKGDRvG7zAAAABAJmZ58Yyfn59q166d5v16e3tr6NChad4vACBzevLJJxUVFSVJ6ty5s8aNG6f8+fNbnAoAAAC4u6JFiyooKEjTpk3T0KFDFR0dLUmKiYnRyJEj9dNPP2nevHmqUKGCxUkBAACAzCtPnjx67bXX9NprryksLEzff/+9FixYoL1792rp0qVaunSpsmfPrpYtW6pTp05q1KiRPD097c7xIA+MCg8Pl7+/vyMvBQAAwClmzpypS5cuqVSpUmrbtq3VcQAAAABYiFJ6AADSQFRUlJ566int2LFDX3zxBYUzAAAASDf69u2rffv2qUaNGjJN07YKzb59+1StWjUNGzZMMTExVscEAAAAMr3AwEANHDhQe/bs0YEDBzRixAgVL15cUVFRWrhwoZ599lnly5dPr732mjZs2KCEhASrIwMA0pmbN29qzpw5ydp3zpw5unnzppMTAfd2/fp1ffjhh5JurTrDStoAAABA5kbxDAAAaeDTTz/Vli1bVKVKFaujAAAAAClWvHhxbdiwQR9++KGyZs0qwzBkGIbi4uI0YcIEVahQQdu2bbM6JgAAAID/V6ZMGb333ns6cuSItm/frn79+ilv3ry6cOGCPvvsM9WpU0eFCxfWwIEDtX//fqvjAgDSgVWrVqlMmTJ69dVXtXjx4nvuu2TJEvXs2VNlypTRqlWr0ighcKfPPvtM58+fV/HixdWxY0er4wAAAACwGMUzAACkgeeee06GYVgdAwAAAHhghmHozTff1J49e1StWjW7VWgOHjyomjVr6s0331R0dLTVUQEAAAD8P8MwVLVqVU2ZMkWnTp3SmjVr1K1bN/n4+OjkyZOaPHmy6tevb3VMAEA6kJCQoNDQUJmmqSFDhig+Pj7J/eLj4zVkyBBJ0vHjx2WaZlrGBGyio6M1adIkSdKQIUOUJUsWixMBAAAAsBrFMwAAAAAAAEi2kiVLasuWLZo4caK8vLxsq9AkJCRo2rRpKleunNatWydJTI4AAAAAXIi7u7vq16+vuXPn6uzZs1q8eLHatWsnLy8vq6MBANKBpk2bqlWrVpKkkJAQzZ49O8n9Pv/8cx0+fFiGYahVq1Zq0qRJGqYE/ifxd57AwEC99NJLVscBAAAA4AIongEAAAAAAECKGIahgQMH6s8//1TlypXtVqE5duyYGjZsqEOHDrH6IgAAAOCismbNqtatW2vRokU6cOCA1XEAAOnEtGnTlCNHDpmmqdGjR+v69et271+/fl2jR4+WJOXIkUPTpk2zIiagmJgYTZw4UZI0aNAgeXp6WpwIAAAAgCtgPUoAAFLgxIkT+vDDD62OAQAAALiEMmXK6I8//tDEiRM1evRoxcbGSrq14szNmzczXPGMaZoKDQ3V/v37dfLkSV26dEleXl7KnTu3HnnkEVWpUkVZs2bN9JkAAACQvuTMmdPqCACAdKJgwYIaMWKEBg8erIiICH3wwQe2YhlJmjRpks6dOyfDMDRixAgVKFDAwrTIzL788kudPHlS+fLlU7du3ayOAwAAAMBFWFI8k94+lBiGoblz51odAwBgEdM0tXnzZk2bNk0///yz4uPjrY4EAAAAuAw3NzcNGTJELVq0UOfOnbV79+4MVTRz8eJFLVmyRCtXrtS6det0/vz5u+7r4eGh5s2bq3///qpdu3amygQAAIDMpXbt2nr++efVpk0blStXLkN9BgAA3NuAAQP01Vdf6cCBA/roo4/Uq1cv5c2bV+fOndOHH34owzD06KOPasCAAVZHRSYVGxur8ePHS5LeeecdHiwDAAAAwMaS4pkvvvgi3QygmqZJ8QwAZFLR0dFasGCBpk+frn379tm2V69eXVu3brUwGQAAAOB6ypYtq+3bt2v8+PEaM2aMYmJirI6Uar1799acOXOSfS2xsbFasmSJlixZopdfflnTp09Xrly5MnwmAAAAZD4HDx7U6NGjNXr0aBUrVkxt2rRRmzZtVK1aNbm5uVkdDwDgRFmyZNHMmTNVp04dRUVFaeTIkZo1a5ZGjhyp69evyzAMzZw5U+7u7lZHRSa1YMEC/fvvvwoICFDPnj2tjgMAAADAhVg6cmmapsu/AACZT1hYmAYPHqyCBQuqR48e2rdvn7Jly6aePXsqODhYS5YssToiAAAA4JLc3d01fPhwHT16VHv27LG9du/ebXW0B7J9+/Yki1Tc3d1VsGBBVapUSeXLl5ePj88d+3z11Vdq2LChrl27luEzAQAAIPOZNm2aWrZsqaxZs+rYsWOaPHmyqlevroIFC6pXr15as2aNYmNjrY4JAHCSWrVq6cUXX5Rpmpo3b55+/vlnzZ07V4Zh6IUXXtDTTz9tdURkUvHx8Ro3bpwk6a233lL27NktTgQAAADAlVhaPGMYhsu/AACZg2maCgoKUps2bVS0aFFNnDhRFy5cUJEiRTRp0iSdPHlSn332mcqVK2d1VAAAAMDlFShQQI8//rjdK73z9fVVr169tGzZMl28eFEnTpzQrl27tG/fPkVGRmr9+vV3TAzZsWOHunTpkqkyAQAAIHPo0KGDlixZooiICP3www/q1KmTcuXKpTNnzujTTz9Vw4YNlTdvXnXu3Fm//PKLoqOjrY4MAHCwDz/8UL6+voqPj9fzzz+v+Ph4+fr66qOPPrI6GjKxRYsW6Z9//tFDDz2k119/3eo4AAAAAFxMFis7N01THh4eyp8/v5UxknT69GnFxcVZHQMA4GRRUVH65ptvNH36dP3111+27fXr19cbb7yhZ5555o4lxf38/BQeHp6ifvz8/BySFwAAAEDaKlKkiIYPH65OnTopW7ZsSe7j7u6uOnXqaP369erVq5dmz55te++nn37S+vXrVbdu3QydCQAAAJmTt7e32rZtq7Zt2+rmzZtat26dfv75Z1thzVdffaWvvvpK2bNnV9OmTdWmTRs1b948yZUSAQCu5fbvSO8lPj5ehmHo0qVLyps37z33NQyD+ThwioSEBI0dO1aS1L9/f+XMmdPiRAAAAABcjaXFM5JUtmxZ7d692+oYd6hQoYKCg4OtjgEAcJJ///1XM2fO1Ny5c3Xx4kVJUvbs2fXyyy+rT58+Klu27F2PdXNzk7+/f1pFBQAAAGCR0aNHq2HDhvL09EzW/u7u7po5c6Z2796tXbt22bbPmTPHYYUqrpgJAAAA6ZujHhjl5eWlpk2bqmnTpvr000+1ZcsW/fzzz1q8eLHCwsL0008/6aeffpKHh4fq16+vNm3aqEWLFvedZA0AsIZpmsnazzAMGYaRomMAZ1iyZIn+/vtv5cqVS2+88YbVcQAAAAC4IMuLZwAASCumaWrdunWaPn26fv31V9vgbbFixdSnTx917dpVvr6+1oYEAAAA4DKaN2+e4mPc3d31zjvv6Pnnn7dtW7VqVYbOBAAAgPTNGQ+Mcnd3V61atVSrVi199NFH2rNnjxYvXqzFixfr4MGDWrlypVauXKlXX31VNWvWVJs2bdS6dWsVLlzYoTkAAA+uVq1atqKYu9m9e7euXbtma+fKlUsVKlRwdjTgDqZpasyYMZKkvn378r0/AAAAgCRRPAMAyPCuXbumr7/+WjNmzNCBAwds2xs1aqQ33nhDTZs2TdGy4wAAAEBGs3HjRn3xxRd222rXrq3OnTs7tJ8vvvhCGzdutNv26quvqlq1ag7tx2pPP/20XTsyMlJRUVHKnj27RYlcMxMAAAAyB8MwVLFiRVWsWFFjxozRoUOHbCvS7Nq1S5s2bdKmTZv05ptvqmLFirZCmjJlytx30jYAwHmCgoLu+X5wcLAqVaokScqTJ48iIiIUFRWlqVOnqnz58mmQEPifZcuWac+ePfL29lb//v2tjgMAAADARVlaPMNgJwDAmY4ePapPPvlE8+bN0+XLlyVJ3t7e6ty5s/r06aPSpUtbnBAAAACwXkJCgnr37m1XaF68eHF99NFHDu+rZcuWGjt2rI4dO2bbduDAAW3bts3hfVkpd+7cd2y7fPmypYUqrpgJAAAAmVPp0qU1ZMgQDRkyRGFhYVqyZIkWL16sTZs2affu3dq9e7eGDx+uUqVKqXXr1mrTpo0qV658z++WExISFBkZmaIcfn5+cnNzS+3lAECm1atXL8XHx8vX11ebN29W1apVdeXKFfXq1UubN2+2Oh4yEdM09f7770u69efSz8/P4kQAAAAAXJWlo4GmaVrZ/X25ej4AwJ1M09Tq1av17LPP6pFHHtHHH3+sy5cvq0SJEpo6dapOnjypGTNmUDgDAAAA/L8vv/xSf//9t6Rbv097eHho4cKF8vX1dXhfuXPn1rfffmtb+dE0Te3cuVOLFi1yeF9WOnXq1B3brP7S3hUzAQAAAIGBgerbt6+CgoJ09uxZzZkzR82aNZOnp6cOHz6sCRMmqGrVqipcuLBtv7i4uDvOExkZqYCAgBS9UlpsAwD4n7lz52rr1q0yDEODBw/WI488osGDB8s0Tf3xxx+aN2+e1RGRiaxZs0Y7duxQtmzZNGDAAKvjAAAAAHBhlhTPtGjRQi1atFDLli1Vp04dKyLcV926ddWyZUu1bNlSLVq0sDoOAOA+rl69qk8++URlypRR48aNtXTpUpmmqSZNmmj58uU6fPiw+vbtKx8fH6ujAgAAAC5l8uTJMgxDpmnKMAz17dtXlSpVclp/VatW1RtvvGHrzzRNffDBB07rzwqbNm2yaxcuXFienp4WpbnFFTMBAAAA/+Xv76/u3btr2bJlioiI0MKFC9WuXTvlyJFDJ06c0PTp01W3bl3ly5fPtt/Nmzetjg0Amc6FCxc0ePBgSVLBggXVr18/SVL//v1VqFAhmaapwYMH6+LFi1bGRCaSuOpMz549lTdvXovTAAAAAHBlWazodMmSJVZ0myIfffSR1REAAMlw5MgRzZgxQ1988YWuXLkiScqZM6e6du2q3r17q2TJkhYnBAAAAFzX7t27dfDgQRmGIUny8fHRiBEjnN7vyJEjNW/ePNvv8Hv27NGBAwf06KOPOr3vtHD701WbNWtmUZL/cUam8PBwRUREpOiYkJAQu/a1a9dsfw6scv369Xu2ASAR9wsAKcE9I/WaNWumZs2aKTo6WkFBQfrtt9+0fPlynT9/XvPmzdO8efOUM2dONWzYULVr107x+a9evSovLy8nJIcru3btmtURgHRv0KBBioyMlGEYeu+992z3Ui8vL7333nvq2rWrIiMjNWjQIM2ePdvitMjoNmzYoE2bNsnT01MDBw60Og4AAAAAF2dJ8QwAIHNLSEhQZGRkio7x8/OTm5ub7fhVq1Zp+vTpWrFihW2fUqVKqU+fPurcubNy5szp0MwAAABARvTNN99Ikm0VmJ49e6bJ79K5cuVSz549NWnSJNu2r776ShMmTHB63862fPlybdy40W5bly5drAnz/5yVaebMmRo9enSqzrFjxw6dPXs21VkcaceOHVZHAJBOcL8AkBLcM1Ina9asateundq0aaO///5b27Zt0/bt2xUZGanFixdr8eLFKT7n5s2bWa0+EwoLC7M6ApCubdu2TfPmzZNhGCpXrpw6d+5s9/7LL7+sKVOmaN++fZo3b566d++uatWqWZQWmUHiqjPdu3dXgQIFLE4DAAAAwNVRPAMASHORkZEKCAhI0THh4eHy8vLSF198oRkzZujIkSOSJMMw1KxZM/Xt21cNGjSwFdgAAAAAuL/169fLMAyZpikpbYs8unbtqkmTJtn6X7NmTZr17SwXLlzQq6++aretVatWqlq1qkWJXDMTAAAA8KDc3d1Vvnx5lS9fXj169FBISIj++OMPbdmyReHh4VbHA4AMLSEhQa+//rrtISxJPQQlcXvTpk1lmqZ69eqlXbt22VY9Bhzpjz/+0Nq1a5UlSxYNGjTI6jgAAAAA0gFmGAMA0oUhQ4aoQIEC6tevn44cOaJcuXLpzTff1D///KOlS5eqUaNGFM4AAAAAKRAdHa2//vrL1i5evLhKly6dZv2XLl1aJUqUsLX379+vmJiYNOvf0RISEvTiiy/q5MmTtm0+Pj6aNm0amQAAAAAncHNzU8mSJdW5c2d98MEHVscBgAxv+vTp2rdvnwzDUN26ddWkSZMk92vcuLHq168v0zS1d+9eTZ8+PY2TIrNIXHWmc+fOKly4sMVpAAAAAKQHrDwDAEgX5s6dK0kqU6aM3njjDb300kvy9va2OBUAAACQfu3du1fx8fEyDEOGYahmzZppnqFmzZoKCQmRJMXFxWnv3r3pdkWUgQMHasWKFXbbPvvsMxUqVMiiRM7P1KtXL7Vr1y5Fx4SEhKhVq1a2dtWqVVWmTBmH5HlQ169f144dO2ztqlWrKkeOHBYmAuCquF8ASAnuGWnr/PnzKT4mIiJCNWvWVJ48eZyQCK7q4MGDVkcA0q02bdpoy5Yt+umnnzRp0qR77jtp0iRVrlxZrVu3VuvWrdMoITKTP//8UytWrJCbm5sGDx5sdRwAAAAA6QTFMwCAdKFx48YaOHCg6tWrx7LeAAAAgAP8dzUSSWm66szd+gwLC0uXxTPTpk3TRx99ZLftnXfeUfv27S1KlDaZAgICFBAQkKpzeHt7K1euXA5K5Bg5cuRwuUwAXBP3CwApwT3DuW7evJniY95++20NHDhQVatWVbNmzdSsWTNVrFiRVe4zOB7MBjy4QoUKadGiRTp8+LBKlSp1z32feOIJ/f333/fdD3hQY8aMkSR16tTJbnVrAAAAALgXRv4AAOnC119/rfr161M4AwAAADjIxYsXJUmmaUqS8ufPn+YZbu8zMVN6smDBAvXv399uW5cuXTRhwgRrAsk1MwEAAACu5rHHHpNpmtq+fbtGjhypKlWqKH/+/Oratat++OEHXbp0yeqIAOCSklsQQ+EMnCU4OFhLliyRYRgaNmyY1XEAAAAApCMUzwAA0lzi5DwAAAAA1rl9Ilj27NnTPENin4lF8umteGbp0qXq3Lmz3WecNm3aaM6cOZYV/rtiJgAAAMAVrVu3TidPntScOXPUunVreXt769y5c/riiy/0/PPPK0+ePKpdu7Y++OAD/fXXX3y3AQCAixg7dqwkqV27dpaspg0AAAAg/cpidQBnuHLlirZs2aJjx47p6tWrypMnjx5++GFVq1ZN/v7+VscDgEzp8uXLWrt2rVatWqXly5dbHQcAAADI9OLj4+3aV65cSfMMt/d5eyZXtn79erVr105xcXG2bQ0bNtTChQvl7u5OJgAAACAdKFCggLp3767u3bsrJiZGmzdv1vLly7V8+XIdPHhQGzdu1MaNGzVo0CAFBgaqWbNmatasmerVq6ccOXJYHR8AgEzn4MGD+uGHHyRJw4cPtzgNAAAAgPTG5Ypnbty4oeXLl+vAgQM6c+aMPD09Vbx4cTVq1EglS5a857GhoaF699139f3339tNEkjk5uamp556Sv369dNzzz3nrEsAAOjWpLc///xTq1at0qpVq7Rt27Z0NREOAAAAyOhuX2kmIiIizTOcP39e0q3VKQ3DsGT1mwexfft2tWjRQjdu3LBtq169un7++Wd5enqSCQAAAEiHPD09Va9ePdWrV0+TJ0/WsWPHtGLFCi1fvlzr1q1TWFiYZs2apVmzZsnLy0t16tSxFdOUKFHC6vgAAGQK48aNk2maatWqlcqVK2d1HAAAAADpjMsUz8TGxmr06NGaNm2arl+/nuQ+zZo108yZM1WoUKE73luyZIm6dOmiq1ev3nXJ7Pj4eG3evFlbtmxRkyZN9OWXXypPnjwOvQ4AyMxOnz5tK5b5/fffdeHCBbv3S5UqpcaNG+vJJ59Up06dLEoJAAAAQJJtdV7DMCRJZ8+eTfMMZ86csWunh3Ga4OBgNW3aVNeuXbNtq1ChgpYvX27Zk6ddMRMAAACQlvz8/BQeHp7iY+6lWLFi6t27t3r37q2oqCgFBQVp+fLlWrZsmUJDQ23fh/Tr10+PPPKImjdvrmbNmqlWrVry8vJKzeUAAIAkHD16VAsWLJDEqjMAAAAAHoxLFM9ERkaqQYMGCg4OvmvhiyQtW7ZMFStW1Jo1a/T444/bti9fvlzPP/+8bbWZxEkfSTFNU6ZpauXKlWrQoIHWrVunhx56yHEXAwCZyI0bN7R582bbF0T79++3ez9Xrlxq0KCBGjdurEaNGqlIkSKSrHmiNQAAAAB7ib+fS7fGSzZs2JDmGTZu3CjDMGzjQf/N5IoOHz6shg0b6uLFi7ZtZcqU0apVq+Tj40MmAAAAwCJubm62BwQ4Q/bs2W2rzEyfPl2HDh3S8uXLtXz5cm3cuFFHjhzRlClTNGXKFOXIkUP169dX8+bN1bRp0yQfDJmUhIQERUZGpiiXn5+f3NzcHuSSACBdOHv2rGJiYmztwMBAC9PAauPHj1dCQoKaNm2qSpUqWR0HAAAAQDpkefFMdHS0GjdurH379km6f+FLZGSkmjVrpuDgYPn5+SkiIkJdunRRXFyc3bFJFeEYhmHbxzRN7d+/X61bt7ZkcggApEemaerw4cO2YpmgoCBFR0fb3jcMQ5UrV1bjxo3VuHFjVatWTR4eHhYmBgAAAHA3jz32mN1Yyt69e3X+/Pk0W/0lMjJSu3fvtrUNw1C5cuXSpO8Hcfz4cTVo0MDuadZFixbV77//7tRJeuktEwAAAJDRGYahMmXKqEyZMnrrrbd05coVrVmzxlZMc+bMGf3666/69ddfJUnlypWzrUrz1FNPKUuWpL+ij4yMVEBAQIqyhIeH87s/gDR3+vRp/fDDD1q6dKmOHTums2fPKlu2bMqXL5+qVKmili1bqlmzZg75nrhp06YKDg6WdOv+m/hQXWQ+x48f15dffilJGjFihMVpAAAAAKRXlhfPjBkzRrt370524Ytpmjp79qyGDBmi2bNna+LEiTp//rxdUUzJkiXVtGlTFSlSRFmzZlV4eLi2bdum9evX68aNG3bn2rx5s+bMmaMePXqk2TUDQHpy6dIlrV271lYwExYWZvd+vnz5bMUyDRo0SLOJdgAAAABSJ1euXCpTpowOHjwo6daYyjfffKP+/funSf9ff/21TNO0jemUKlVKuXLlSpO+U+rMmTOqX7++Tp48adtWoEABrV27VgUKFCATAAAAkInlypVLbdq0UZs2bWSapvbu3WsrpNm2bZv279+v/fv3a8KECfL19VWjRo3UvHlzNWnSJMXFMgBgpdjYWI0fP14TJ07UjRs3JP1vfk90dLQuXLigAwcO6Msvv1T+/Pn1/vvvq0uXLqnuN6k5RMh8Jk6cqLi4ONWvX19PPfWU1XEAAAAApFOWFs+EhYVp8uTJdxTOPPnkk3rhhRdUvHhx3bhxQzt37tTcuXMVHh5uK3r56quvNHz4cM2ZM8e2LU+ePPrkk0/Url27JPs7d+6cBgwYoIULF9oV0AwdOlSdO3dmdQQA6UJCQoIiIyNTdIyfn5/c3NyStW98fLz+/PNPW7HMtm3bFB8fb3vf09NTTz/9tBo3bqwmTZrc8bTq5Ob575ORk3sMAAAAAMd65plndODAAdsYybhx49S9e3flzJnTqf1eu3ZN48aNs/VrGIaeeeYZp/b5oC5cuKCGDRvq6NGjtm3+/v76/fffVbRoUTIBAAAAsDEMQxUqVFCFChU0bNgwRUZGatWqVVq+fLlWrlypyMhILVq0SIsWLZJhGKpcubJtVZrAwECr4wPAXUVFRally5Zat26dXTHL7fN9Et87deqUunfvrq+//lpffvmlChYs+MB9J44fIfM6deqU5s6dK4lVZwAAAACkjqXFM1988YViY2PtJkpMmDBB77zzjt1+rVq10ltvvaVnn31Wf/zxh6RbT7QYMGCArly5IunWBIENGzaodOnSd+0vb968+vbbb/Xwww/r448/tn2Ij4yM1G+//aY2bdo46UoBwHEiIyNT/CSy8PBw+fv73/X906dP24plfv/9d124cMHu/VKlStlWl6ldu7Zy5MjxQNkTubm53TMPAAAAgLTRoUMHffDBB7Z2ZGSkBg8erE8++cSp/Q4ePNhuJWFJ6tSpk1P7fBBXr15VkyZN9Pfff9u2+fr6avXq1SpTpoxD+xo1apRGjx5ta9euXVtBQUGWZgIAAACQOn5+furUqZM6deqk+Ph47dixw7Yqze7du7Vz507t3LlTo0aN4iFiAFyWaZpq2bKl1q5dK0l3fbDi7dtN09T69etVoUIFLViwQA0bNnR6VmRMkydPVkxMjGrWrKlatWpZHQcAAABAOmZp8cy3335rVzjTtWvXOwpnEj300ENasmSJSpUqpcuXL0uSfv75Z0m3PoDPnDnznoUz/zV58mRt3LhRf/75p23bV199RfEMgEzjxo0b2rRpk61g5q+//rJ7P1euXGrQoIGtYKZw4cIWJQUAAADgTE888YSefvppbdq0yTZGM2vWLAUGBmrQoEFO6XPy5MmaOXOm3ZjQ008/rccff9wp/aVGixYttHPnTrttAwYM0Pnz57VmzZoUnatSpUrKnTt3hswEAAAA4P7c3d311FNP6amnntL777+vM2fOaMWKFVq+fLlWr16tyMhIqyMCQJKmTZumtWvXJlkck5TE/RLHfiIjI9W8eXPNnj1bXbp0cXZcZDDh4eH67LPPJN1adeZuxVsAAAAAkByWFc9cuHBBR44csX2ocXd319ixY+95jL+/v3r37q2xY8faLctarlw5Pffcc8nu2zAMjRs3To0bN7adZ8uWLQ9+MWng6NGj2rFjh06ePKmYmBjlzp1bpUuXVvXq1ZU1a1ayAbgn0zR16NAhrVq1SitXrtSGDRsUHR1te98wDFWuXFmNGzdWkyZNVK1aNWXJYml9JQAAAIA0MnbsWNsTGxPHSYYOHaorV65o9OjRDvtsEB8fr1GjRmn8+PF3fMl9vzEhqyS18su77777QOdav3696tSpk7pAcs1MAAAAAFIuX7586tatm7p166aYmBgtW7aMhz0CcDkXL17UsGHD7MZyTNNUvnz59Pbbb6tZs2YKDAxUVFSUQkJC9MMPP+ibb75ReHi4DMOwHRcXF6cePXro+vXr6t27t1WX43TMn3G8Dz/8UNHR0apatSqrFwEAAABINctmRu/evdv2s2EYql27tvLmzXvf49q1a2c3ocIwDL300ksp7r9BgwYqUKCATp8+LelWMc+JEydUqFChFJ/LmZYsWaL333/f7r/Xf3l7e6tLly4aOXKk8uTJQzYASapYsaJOnTplty1fvny2lWUaNGjA31MAAAAgk6pZs6Y6d+6sL7/80japwTRNTZgwQStXrtT06dNVvXr1VPXxxx9/6I033tCePXtsq80k/m/nzp1Vo0YNB10NAAAAAKQ/np6eqlmzZoqPW7FihVq2bCkfHx8npAIAad68eYqKirIby2nSpIkWLVokb29v237ZsmWTn5+fqlWrpjFjxmj8+PGaMGGC4uLiJN2a25OQkKC+ffsqOjpab7/9tlWX5BTMn3GOyMhIffLJJ5JYdQYAAACAY7hZ1fHJkyft2lWrVk3WcWXLlpWnp6fdtqeeeirF/RuGoZo1a9otI7t///4Un8dZbt68qRdffFGtW7e+64drSbp27ZpmzJihRx99VBs3bsz02QAk7dSpU/L09FSDBg00adIkBQcH69SpU5o/f746dOjAAB0AAACQyc2YMUOlSpWytRMnROzZs0dPP/20nnjiCX366ac6fPhwss/5zz//aNasWapQoYJq1qxpVziTqFSpUpoxY4ZDrwUAAAAAMovOnTvroYce0pNPPqnhw4dr/fr1unnzptWxAGQgX331lW0sxzAMVapUSb/++qtd4cztsmbNqtGjR2vLli0KDAy0zctJHG8aNGiQxo0blyb5nY35M841ZcoUXb9+XRUqVFDz5s2tjgMAAAAgA7Bs5ZnLly9Lkm3SRPHixZN1nLu7u/Lnz6/jx4/btj3yyCMPlOHxxx/X999/b2ufP3/+gc7jaAkJCWrfvr1++eUXu+3u7u4KDAyUj4+P/v33X9t/Q0mKiIhQ06ZNtWbNmgcqJsoI2YDM4tKlSyk+ZsGCBWrRooVy5Mjh+EAAAAAA0r0cOXJo5cqVqlmzpm2V3sQJDaZpKjg4WH369JEk5cqVSxUrVtTDDz8sX19f+fj4yDAMXbp0SZcuXdK5c+e0e/duu7GfRImTLUzTVMGCBbVy5Uplz549ja82+f6b3dlGjRqlUaNG3Xe/tMwEAAAAwLUVK1ZMx44d0/bt27V9+3aNHTtW2bJl09NPP6369eurQYMGeuKJJ+TmZtkzNQGkY1euXNFff/0l6X9ze+bMmaMsWZI31ahy5cr6888/1bp1a23atMluxeMRI0YoNjZWI0eOdOYlOBXzZ5zr0qVLmjZtmiRp+PDhrDoDAAAAwCEsK565du2aXTtXrlzJPvb2J1j4+vo+UIa8efPata9cufJA53G0SZMm3fHh+rXXXtOIESOUP39+Sbc+hP/yyy/q37+/wsLCJElRUVF6/vnn9ddffzltaW5XzgYkR0JCgiIjI1N0jJ+fX5p/qXDt2jUdOXJER44c0T///GP3c0rzS1KDBg0onAEAAABwT4ULF9bGjRvVvHlzHTp0yDahQZKtiEa69UCUoKCge57r9gKP/365bZqmypQpo2XLlikwMNCxFwEAAAAAmci2bdt048YNrV27VmvWrNHatWt19uxZrV69WqtXr5Z063uuunXrqkGDBqpfv76KFy/OBGQAybJz505b0YxhGKpZs6bKly+fonM89NBDWrNmjV566SUtWrTIroDmvffeU2xsrMaMGeOkK3Au5s8414wZM3TlyhWVLVtWrVq1sjoOAAAAgAzCsuIZLy8vu3ZKnprp7u5u1/bw8HigDDlz5pT0vwkcrlA8ExkZqbFjx9ptGz9+vAYPHmy3zc3NTa1bt1bVqlVVs2ZNhYaGSpJOnjypjz76SKNHj85U2YDkioyMVEBAQIqOCQ8Pl7+/v8OzREdH6+jRo3cUyBw5ckRnzpxxeH8AAAAAcD9FixbV9u3b9cYbb+irr76yjZncPrHqfuM4SU3ESjzm5Zdf1rRp01L0IBUAAAAAQNIKFSqkLl26qEuXLjJNUwcOHLAV0gQFBSkyMlI//vijfvzxR0m3HpyQWEhTr169Ox44CQCJTp06ZdeuV6/eA53Hw8NDCxculK+vr2bPnm1XQDN+/HjFx8dr/PjxjoicZpg/41xXr17Vxx9/LEkaNmwYK6gBAAAAcBjLimduXwHh6tWraZ4hLi7Orp3cpWWd6YMPPrD7b1GrVi0NGjTorvsXKFBAc+bMUYMGDWzbPv74Y/Xt21d+fn6ZJhvgqmJiYvTvv/8muYrMiRMn7jnhLE+ePHrkkUf0yCOPqGTJkraffX19Vax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cnZ3l5OSU6HG+fPxvJwAAAAAAuRn/Z5/DHD58WOvXrze7jGRZrVb17NlTGzdutDvu6OiocuXKycPDQ5cuXbJ7Qy0gIEAdOnTQ9u3b9fjjj2d3yQAAAMihIiMjdfv2bV28eDHNfV944QVZLJZUh79RUVFZcAcZ8+OPP5pdQoY9++yz9z3H0dExxcA5sx7fvXs3G+4YAAAAAIAHD4FyLuLm5qawsDBTa5g5c2aiMPnVV1/Ve++9p9KlS0u6Fzpv3LhRw4cPl4+PjyTpzp076tGjh06fPi0PD49srxsAAACZLy4QTu9XRgLAnTt3Zrh+JycnFShQwPbfpL5Sei7+89HR0Zo9e3aarj9z5ky5ubnJarXKMAzT/xseHq5vvvkmTfdQsWJFxcbGKjIyUnfv3lVkZKQiIyNltVpt58TGxurOnTvpmgENAAAAAADMl2cC5ejoaN26dUtBQUEKDQ2Vu7u7ihYtqqJFi+bKJdbc3d316KOPqmHDhmrUqJEaNmyoS5cuqXXr1qbVFBgYqGnTptkdmz59usaMGWN3zMHBQV26dFGjRo3UrFkz2z7Pvr6++uSTTzR58uTsKhkAAAApMDMQjs/d3V2hoaFp6jNnzhx5eXmlKfSN/+Xo6CiLxZIp9Uv3VuVJa6Dcv3//HLX0eEBAQJoD5d9//z3RPRiGoZiYGFu4HD9oTtjOzMfh4eHpmu0OAAAAAABSlvuS1v9nGIY2btyoX375Rfv379eZM2fsPgUfx8HBQTVr1lSTJk301FNP6ZlnnsnUN44yW+fOnfXUU0+patWqcnBwsHvu0qVLJlV1z0cffWT3Rl+LFi00evToZM/39vbWV199pTZt2tiOzZ49W2+++aY8PT2ztFYA6Rf3Gtm/f38tXbrU3GIy4PLly6pQoYIkaeLEiZo0aZK5BQHIkaxWqwIDA9PUx9PTM9G/03KbmjVrKiQkJNMCYQ8PDxUuXDhdX+7u7goKCkrzPtC9evXKUWEs/sdisSh//vzKnz+/3Nzcsu26AQEBaf49AgAAAAAA95frAmWr1ao5c+Zo7ty5tuWUDcNI9vzY2FidPHlSf/zxhxYuXKjy5ctr+PDhev3113PkG4EPP/yw2SUkyWq1asmSJXbHJk2adN9w/sknn1Tz5s21d+9eSVJoaKjWrFmjoUOHZlmteLD8+OOP2rRpk/bt26fr168rODhYRYoUkbe3t1q1aqXnn39ezZo1M7tMpNGkSZOSXc3AyclJRYoUUfXq1dW2bVsNHDhQJUqUyOYKAeQVgYGBaQ6g/P39sz3ItFqtunHjhnx9ffXvv//a/vvvv/+m60OH/v7+du2MBsKOjo6ZdasAAAAAAADIYXJVoHzp0iX17t1bhw4dShQipxRsGoZhO//y5cv6z3/+o9WrV2vlypW22WtI2YEDBxQQEGBrV6xYUa1atUpV30GDBtkCZUnasGEDgTIy7MiRI3rttdd06NChRM/5+/vL399fx48f1+zZs/XUU0/p888/V6VKlUyoFJktMjJSfn5+8vPz086dO/Xhhx/qyy+/VPfu3c0uDQDSxWq1KiAgIFFQHD88vnr1qqKjozPtmjt27FDFihUJhAEAAAAAAHBfuSZQPnXqlFq2bKng4GAZhpEoQE5plnJS5/7+++9q0KCBdu/erZo1a2ZJzXnJli1b7Npt27ZN9dLhbdu2tWvv2rVL4eHhcnV1zbT68GBZv369+vTpo4iICEn3lu3s16+f6tevryJFiigwMFC//fabli9frn/++Uc///yzHnvsMW3cuFFNmzY1ufqcL6XXUzNMnTpVzz77rK199+5d/fnnn/ryyy+1Z88eBQcHq3fv3ipRooRatGhhYqUAkJhhGAoICEhyZnHc46tXryoqKuq+Yzk4OKhUqVIqU6aMypYta/uvh4eHBg8enKa6atWqxXLRmczT0zPRzO/U9AEAAAAAAMjpckWg/O+//6pDhw66ffu2LBaLLciMCz2cnJxUu3ZtVa9eXUWKFJGrq6vCw8N1+/ZtnT17Vn/88Ydtf7i4/oZh6NatW+rYsaMOHDigMmXKmHZ/ucGJEyfs2k2aNEl139KlS+uhhx7S5cuXJUlRUVE6e/asGjZsmIkVPlge1P0eJenQoUPq2bOnoqOjZbFY9OGHH2rkyJGJZla1bdtWY8aM0bhx4/Txxx8rMDBQnTt31rFjx/TQQw+ZUzzSxdvbO9EHfxo0aKA+ffpoyJAh+vLLLxUTE6OxY8dq//79JlUJ4EFkGIYCAwNTnFns6+uryMjI+45lsVhUsmRJlS1b1i4sjv/fUqVKKX/+/In6xl9FJrfKC2Gsg4NDrg/p88LPAQAAAAAAZL5cESgPHTpU165ds5sRaxiGWrVqpWHDhunZZ59N8s21ONHR0dq0aZMWLFignTt32oXKV69e1auvvqrNmzdnx63kWufOnbNrV69ePU39q1evbguU48YjUE6/3LLfY2aLiorSCy+8YFvyc9asWRoxYkSy5xcoUECzZs1SbGysPv30U926dUsvvvii3RLsyL0sFotmzZql5cuXKzIyUr/99psCAwN5YxtAluvSpYttP+O4Dy3eT8mSJW3hcPygOO5x6dKlU/z3bF6XF8LYvCC3/xwIxAEAAAAAyBo5PlDevXu3tm7dajcruVChQvriiy/Uo0ePVI2RP39+de3aVV27dtXatWv18ssvKyQkxBYqb9u2TXv27GGp1GRERETIx8fH7ljZsmXTNEbC88+fP5/huvz9/dM8I+fChQt27bCwMIWEhKTYJzY2VrGxsZJkm+EbGxub6iW/7zd2Su3U9kttn/T0y0mWL1+uS5cuSZKaNm2qN998M1X3NHXqVG3evFkXLlzQvn37tH37drVu3drunMmTJ2vKlCmS7v2elC1bVkuWLNG3336rc+fOyd/fX7Vq1dLRo0ft+v3222/67LPPtG/fPt28eVNeXl6qX7++XnnlFXXs2FHLli3ToEGDJEnbt29Pcu/xv/76Sxs3btS+fft09uxZ3bhxQ9HR0SpatKhq1Kihp59+WoMGDZKbm1uy9/jSSy9p+fLlkqSYmBjFxMRo0aJFWrlypf7880+Fh4erTJkyateund55550UV2XIl+/eXw39+vXT4sWLkz0vJiZG3377rTZt2qQjR44oICBAMTExKl68uGrWrKknn3xSvXr1UsmSJZMdIzlWq9XucXI/Z1dXV9WsWVNHjx6VYRj6559/VLhwYUn2f07ixjhz5ow+++wz7dixQ9euXVPBggVVp04dDRo0SC+88EKKf66PHz+uzZs3a//+/Tp//rwCAgJkGIY8PT1Vt25ddenSRX369FGBAgVSvLdz587piy++0J49e3Tp0iXduXNHHh4eKlq0qB566CE98cQTeuaZZ1SlSpVEfePu6a+//tLSpUu1b98++fr6Kjw8XJ6enqpfv7569OihF154Ic37ocbGxtpW/oj7/oeGhrKvKvK80NDQNPdJuBpC8eLFVbp0aVsw7O3tbfe4VKlS931tiIiIsG3lkFbpuYfQ0FA5OTml63pATpbW3+uwsLAsqiRnXRMAAAAAgIzI8YHynDlzbI8Nw1CRIkX0888/69FHH03XeN26ddPDDz+sNm3a6Pbt23bXIVBO2s2bN+32VM2fP3+aZ8d6e3vbtdM6cyAp8+fP1+TJkzM0xqFDh+Tn55fiORaLxTZTw93dXdK9N4GyImS5c+dOqs5Lz5tQYWFhcnZ2TnO/nOSLL76wPR42bFiavg+DBg3S2LFjJUkLFy5UgwYN7J6Pv3fltWvX1KtXLx0+fNjunNjYWLs37WfMmKEZM2bY/fm4du2arl27ps2bN+uVV15RnTp1bM9FREQketP/1KlTyb723LhxQzdu3NDOnTv16aefatWqVcnu+R43a1uSrly5ohdeeCFR/f/884/mz5+vb775Rhs2bFDt2rWTHCv+mMmFFKdOndLAgQP1zz//JHoubonXH3/8UceOHdP8+fNTvE5S4v887t69m2JYEj8EDg0NtZ0bHh5uN96CBQs0atQou6VnIyMjtWvXLu3atUs//vij5s2bl+Q1tmzZor59+yb5XNzPfOvWrZozZ45WrVqV7IdulixZonfeeUcxMTF2xwMDAxUYGKi///5bv/zyi44dO2b3+x7HarXq/fff17x58xKF7NevX9eWLVu0ZcsWzZ07VytWrFCpUqWSrCMpsbGxdkGyJO3duzfH7akNZERMTIyuXr2qK1euyMfHR1euXLFbQSW1hgwZonLlysnT01Oenp7JziyOjIzUxYsXdfHixQxWnrLg4OA099m3b588PDyyoBoA95Pww7oAAAAAAOR0OTpQjomJ0Y4dO2wziS0Wiz755JN0h8lx6tWrp9mzZ2vAgAG2sbdv366YmBjbzDz8T8LQrmDBgmmenevq6primMD9hIWF6fjx45IkZ2dntW3bNk39O3XqZAuU77fP7muvvaZTp06pU6dO6tGjh8qVK6fg4GD99ddftnOWLFmiDz/8UNK93++hQ4eqVatWcnFx0Z9//qn58+friy++uO/S7jExMSpQoIBat26tli1bqkqVKvL09NSdO3fk6+urjRs3auvWrfr333/1wgsvaN++fbYZuMnp27evjh07pj59+qhTp04qXbq0/P39tWLFCm3atEm3bt3S4MGD9dtvv6XrgxGnTp1Shw4dbIFts2bN1LNnTz3yyCNycnLS9evXdfTo0WzZSiAqKspuxYPkAtRff/1VR44c0UMPPaQhQ4aobt26ypcvnw4fPqxZs2bp5s2bWrlypVq0aJHk6hcxMTFyc3NTmzZt1LRpUz3yyCMqXLiwQkJC5OPjo9WrV2vv3r06ffq0+vbtq+3btycKmM6ePau3335bsbGxKlKkiPr376+mTZvKy8tLsbGx8vPz04kTJ/TLL78k+xo7fPhwrVixQpJUo0YN9e/fXxUrVpSXl5euXr2qTZs2ac2aNTp69Ki6d++un3/+WQULFkzvtxfItQzDkL+/v11wfOX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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 1: Organic phase species history dashboard at start-up.\n" ] } ], "source": [ "'''Plot organic phase'''\n", "# TODO: time axis normalized by phase flow residence time.\n", "stg.organic_phase.plot(title='Organic Phase Start-Up', legend='Organic Phase', nrows=2,ncols=3, show=True, figsize=[12,6])\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Organic phase species history dashboard at start-up.')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "+ Note depletion of free TBP in the organic phase.\n", "+ Note corresponding complexation of TBP with H2O, HNO3 and uranyl.\n", "+ Note orders of magnitude of mass concentration in the mixer.\n", "+ Experimental measurements would be instrumental to help calibrate and validate the model." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "Overview of the Organic Phase Data at Start-Up\n", "\n", "#### Quick summary\n", "\n", "The table shows time-resolved concentrations (g/L) in the organic phase during the first 54.5455 s of start-up. Sampling is regular (Δt ≈ 3.63636 s). Free tri-n-butyl phosphate ([C₄H₉O]₃PO(o)) declines steadily while a set of solvated/complexed species (H₂O·[C₄H₉O]₃PO(o), HNO₃·[C₄H₉O]₃PO(o), HNO₃·[[C₄H₉O]₃PO]₂(o), UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o), [H₂O]₂·[[C₄H₉O]₃PO]₂(o), [H₂O]₆·[[C₄H₉O]₃PO]₃(o)) increases monotonically.\n", "\n", "- Sampling cadence: every ~3.63636 s (0, 3.63636, 7.27273, …, 54.5455 s).\n", "- Total organic-phase mass (sum of listed species): 291.75 g/L at t = 0 → 307.6004 g/L at t = 54.5455 (net +15.8504 g/L).\n", "\n", "#### Column-by-column analysis (initial → final; units: g/L)\n", "\n", "- [C₄H₉O]₃PO(o)\n", " - 291.75 → 215.493\n", " - Absolute change: −76.257 g/L (−26.13% of initial)\n", " - Average rate: −1.399 g·L⁻¹·s⁻¹\n", "\n", "- H₂O·[C₄H₉O]₃PO(o)\n", " - 0 → 10.8402\n", " - Absolute change: +10.8402 g/L\n", " - Average rate: +0.199 g·L⁻¹·s⁻¹\n", "\n", "- HNO₃·[C₄H₉O]₃PO(o)\n", " - 0 → 0.902605\n", " - Absolute change: +0.902605 g/L\n", " - Average rate: +0.0166 g·L⁻¹·s⁻¹\n", "\n", "- HNO₃·[[C₄H₉O]₃PO]₂(o)\n", " - 0 → 1.23869\n", " - Absolute change: +1.23869 g/L\n", " - Average rate: +0.0227 g·L⁻¹·s⁻¹\n", "\n", "- UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o)\n", " - 0 → 25.5828\n", " - Absolute change: +25.5828 g/L\n", " - Average rate: +0.469 g·L⁻¹·s⁻¹\n", "\n", "- [H₂O]₂·[[C₄H₉O]₃PO]₂(o)\n", " - 0 → 43.3519\n", " - Absolute change: +43.3519 g/L\n", " - Average rate: +0.794 g·L⁻¹·s⁻¹\n", "\n", "- [H₂O]₆·[[C₄H₉O]₃PO]₃(o)\n", " - 0 → 10.1912\n", " - Absolute change: +10.1912 g/L\n", " - Average rate: +0.187 g·L⁻¹·s⁻¹\n", "\n", "#### Comparative observations and shares (at t = 54.5455 s)\n", "\n", "- Largest absolute increases: [H₂O]₂·[[C₄H₉O]₃PO]₂(o) (+43.35 g/L) and UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o) (+25.58 g/L).\n", "- Free [C₄H₉O]₃PO remains the major single component but has declined to ~70.1% of the total listed organic-phase concentration at the last time point.\n", "- Relative fractions of total organic-phase concentration at t = 54.5455 s (total ≈ 307.60 g/L):\n", " - [C₄H₉O]₃PO(o): ~70.1%\n", " - [H₂O]₂·[[C₄H₉O]₃PO]₂(o): ~14.1%\n", " - UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o): ~8.3%\n", " - H₂O·[C₄H₉O]₃PO(o): ~3.5%\n", " - [H₂O]₆·[[C₄H₉O]₃PO]₃(o): ~3.3%\n", " - HNO₃-containing complexes combined: ~0.7%\n", "\n", "#### Notes on trends and interpretation of the data\n", "\n", "- All complexed/solvated species increase monotonically with time; none show transient maxima or decreases within the sampled interval.\n", "- The free ligand pool decreases steadily, consistent with ligand binding/solvation and uptake of metal nitrate and water into the organic phase.\n", "- The UO₂-containing complex accrues substantially faster than the simple HNO₃ adducts, indicating significant metal transfer into the organic phase relative to nitric acid-only complexation (within this time window).\n", "- The total listed organic concentration rises modestly (+15.85 g/L), indicating net uptake from the aqueous phase (water, HNO₃, UO₂ species) into the organic phase during start-up.\n", "\n", "#### Key takeaways\n", "\n", "- Start-up induces rapid complexation and solvation of [C₄H₉O]₃PO(o): the ligand pool falls ~26% over ~54.5 s while multiple complexes form.\n", "- Water-associated complexes ([H₂O]₂·… and H₂O·…) account for the largest increases collectively.\n", "- UO₂ transfer into the organic phase is substantial and represents a significant share (~8.3%) of the organic-phase mass at 54.5455 s.\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 8023\n" ] } ], "source": [ "if cortix_ai:\n", " issues = '+ Title your reponse as: Overview of the Organic Phase Data at Start-Up.'\n", " cortix_ai.explain(phase=stg.organic_phase, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 2: Organic phase mass density history at start-up.\n" ] } ], "source": [ "'''Organic phase mass density'''\n", "import matplotlib.pyplot as plt\n", "\n", "quant = stg.mass_density_history('organic')\n", "\n", "quant.plot(title='Organic Phase Mass Density @ %2.1f C Start-Up'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+r'$-\\rho_\\text{diluent}$'+\n", " ' ['+quant.unit+']', show=True, figsize=[10,3], error_data=False)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Organic phase mass density history at start-up.')" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 1: Organic phase mass density history at start-up.\n", "Time [s] Organic Phase Mass Density [g/L]\n", "0.000000 291.75\n", "18.181818 296.10\n", "36.363636 301.65\n", "54.545455 307.60\n", "Name: Organic Phase Mass Density [g/L]; Time History in [s], dtype: float64\n" ] } ], "source": [ "tbl_count += 1\n", "print(f'Table {tbl_count}: Organic phase mass density history at start-up.')\n", "print('Time [s] Organic Phase Mass Density [g/L]')\n", "print(quant.value[::5].apply(lambda x: round(x,2)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Aqueous Phase Results" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 3: Aqueous phase species history dashboard at start-up.\n" ] } ], "source": [ "'''Plot aqueous phase'''\n", "# TODO: time axis normalized by phase flow residence time.\n", "stg.aqueous_phase.plot(title='Aqueous Phase Start-Up', legend='Aqueous Phase', nrows=2,ncols=3, show=True, figsize=[12,6])\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Aqueous phase species history dashboard at start-up.')" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Overview of the Aqueous Phase Data at Start-Up.

\n", "\n", "

Overall observations

\n", "\n", "- The table records concentrations (g/L) at 16 time points from 0 to 54.5455 s for H₂O(a), H⁺(a), NO₃⁻(a) and UO₂²⁺(a).\n", "- All solute concentrations (H⁺, NO₃⁻, UO₂²⁺) increase monotonically; the solvent H₂O(a) decreases monotonically.\n", "- Changes are continuous and non-linear: per-interval increments for solutes diminish with time (decelerating growth), consistent with an approach toward a slower accumulation rate or a limiting process.\n", "\n", "

Trends by species

\n", "\n", "- H₂O(a):\n", " - Decreases from 992 g/L to 986.422 g/L (Δ = −5.578 g/L, −0.563%).\n", " - Average rate ≈ −0.102 g·L⁻¹·s⁻¹ over the 54.5455 s period.\n", " - Per-interval losses shrink slightly with time (rate of decrease slows).\n", "\n", "- H⁺(a):\n", " - Rises from 0.00100739 g/L to 0.31294 g/L (Δ ≈ +0.31193 g/L).\n", " - Average rate ≈ +0.00572 g·L⁻¹·s⁻¹.\n", " - Fold increase ≈ 310× relative to initial concentration.\n", " - Increment per time step decreases steadily (concave-up temporal profile in concentration vs time).\n", "\n", "- NO₃⁻(a):\n", " - Rises from 0.0620055 g/L to 15.1589 g/L (Δ ≈ +15.0969 g/L).\n", " - Average rate ≈ +0.2768 g·L⁻¹·s⁻¹.\n", " - Fold increase ≈ 245×.\n", " - Per-interval increases decline with time, indicating decelerating accumulation.\n", "\n", "- UO₂²⁺(a):\n", " - Rises from 0 to 60.5577 g/L (Δ = +60.5577 g/L).\n", " - Average rate ≈ +1.1101 g·L⁻¹·s⁻¹.\n", " - Largest absolute increase of the four species.\n", " - Per-interval gains are large initially and then progressively smaller, showing a strong deceleration in accumulation.\n", "\n", "

Quantitative comparisons and mass context

\n", "\n", "- Absolute accumulation ranking (final − initial): UO₂²⁺ (≈60.56 g/L) > NO₃⁻ (≈15.10 g/L) > H⁺ (≈0.3129 g/L) > H₂O (decrease ≈5.58 g/L).\n", "- Net increase in dissolved solute mass ≈ 75.967 g/L (initial ≈0.0630 g/L → final ≈76.0306 g/L), while H₂O decreased by only ≈5.58 g/L. This indicates a large addition or production of solute mass relative to solvent loss over the sampled period.\n", "- Relative rates: UO₂²⁺ accumulates an order of magnitude faster (by absolute g/L·s) than NO₃⁻, which in turn accumulates faster than H⁺; H₂O shows a small negative rate.\n", "\n", "

Summary

\n", "\n", "- The dataset shows monotonic, decelerating accumulation of solutes (H⁺, NO₃⁻, UO₂²⁺) and a small, steady loss of H₂O(a) over 0–54.5455 s.\n", "- UO₂²⁺ dominates the absolute concentration changes; NO₃⁻ is the second major contributor; H⁺ changes are quantitatively small but large in fold-change terms from a very low baseline.\n", "- The pattern of diminishing per-step increases across solutes suggests the system is moving toward a slower dynamic regime (e.g., approaching a limit, saturation, or reduced driving force) during the sampled start-up interval." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 5895\n" ] } ], "source": [ "if cortix_ai:\n", " issues = '+ Title your reponse as: Overview of the Aqueous Phase Data at Start-Up.\\n'\n", " cortix_ai.explain(phase=stg.aqueous_phase, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "+ The inflow feed increases the concentration of all species in the aqueous phase of the mixer." ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 4: Aqueous phase mass density history at start-up.\n" ] } ], "source": [ "'''Aqueous phase mass density'''\n", "import matplotlib.pyplot as plt\n", "\n", "quant = stg.mass_density_history('aqueous')\n", "\n", "quant.plot(title='Aqueous Phase Mass Density @ %2.1f C Start-Up'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', show=True, figsize=[10,3], error_data=False)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Aqueous phase mass density history at start-up.')" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 2: Aqueous phase mass density history at start-up.\n", "Time [s] Aqueous Phase Mass Density [g/L]\n", "0.000000 992.06\n", "18.181818 1026.94\n", "36.363636 1049.00\n", "54.545455 1062.45\n", "Name: Aqueous Phase Mass Density [g/L]; Time History in [s], dtype: float64\n" ] } ], "source": [ "tbl_count += 1\n", "print(f'Table {tbl_count}: Aqueous phase mass density history at start-up.')\n", "print('Time [s] Aqueous Phase Mass Density [g/L]')\n", "print(quant.value[::5].apply(lambda x: round(x,2)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Overall Stage Efficiency" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ ":::{important}Note:\n", "Stage efficiency measures how close to chemical equilibrium the system is as a whole. This is a direct result of the reaction relaxation time which is dependent on the mass transfer coefficients of the system. Much more needs to be investigated in this project with various degrees of theory but these results represent the beginning of a solid development.\n", ":::" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 5: Stage efficiency history at start-up.\n" ] } ], "source": [ "'''Stage overall efficiency'''\n", "\n", "quant = stg.efficiency_history(mean=True)\n", "quant.plot(title='Stage Efficiency @ %2.1f C Start-Up'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', show=True, figsize=[10,3], error_data=True)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Stage efficiency history at start-up.')" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 3: Stage efficiency history at start-up.\n", "Time [s] (Stage. Eff., +-std) [%]\n", " \n", " \n", "0.00 0.000 0.000\n", "0.06 4.387 2.129\n", "0.12 8.530 4.088\n", "0.18 12.400 5.777\n", "0.24 15.990 7.185\n", "0.30 19.291 8.301\n", "0.36 22.316 9.136\n", "0.42 25.078 9.715\n", "0.48 27.596 10.069\n", "0.55 29.887 10.230\n", "0.61 31.966 10.234\n", "0.67 33.847 10.109\n", "0.73 35.545 9.886\n", "0.79 37.073 9.589\n", "0.85 38.444 9.238\n", "0.91 39.671 8.850\n" ] } ], "source": [ "tbl_count += 1\n", "print(f'Table {tbl_count}: Stage efficiency history at start-up.')\n", "print('Time [s] (Stage. Eff., +-std) [%]')\n", "time_name = ''\n", "import pandas as pd\n", "df = (quant.value.apply(pd.Series).mul(1)\n", " .rename(index=lambda i: round(i/unit.min,2))\n", " .set_axis(['',''], axis=1).rename_axis(time_name)\n", " .round(3))\n", "print(df.to_string(max_rows=20, min_rows=20))" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Overview of the Stage Efficiency Data at Start-Up

\n", "\n", "

Summary

\n", "\n", "- Dataset: 8 measurements (rows 0–7). Columns are row index, time [s], mean stage efficiency [%], and standard deviation [%].\n", "- Time range: 0 s to 50.9091 s, sampled every 7.27273 s (uniform spacing).\n", "- Units: dependent quantity is efficiency in percent (%). Table reports mean ± standard deviation (columns labeled \"0\" = mean, \"1\" = standard deviation).\n", "- Broad trend: mean efficiency rises monotonically from 0% to 38.4441% over the measured interval; spread (std) increases early and then plateaus.\n", "\n", "

Quantitative metrics (computed from the table)

\n", "\n", "- Mean of the mean efficiencies: 22.55%.\n", "- Median of the mean efficiencies: 24.96%.\n", "- Minimum mean efficiency: 0% at 0 s. Maximum mean efficiency: 38.4441% at 50.9091 s.\n", "- Mean of the reported standard deviations: 7.48%.\n", "- Median of the standard deviations: 9.19%.\n", "- Maximum absolute standard deviation: 10.2335% at 36.3636 s; minimum 0% at 0 s.\n", "- Overall average growth rate (0 -> 50.9091 s): ≈ 0.755 % per s.\n", "- Representative instantaneous growth rates:\n", " - 0 -> 7.27273 s: ≈ 1.17 %/s\n", " - 36.3636 -> 43.6364 s: ≈ 0.49 %/s\n", " - 43.6364 -> 50.9091 s: ≈ 0.40 %/s\n", "- Coefficient of variation (std / mean) trend:\n", " - 7.2727 s: 47.9%\n", " - 14.5455 s: 44.9%\n", " - 21.8182 s: 41.0%\n", " - 29.0909 s: 36.5%\n", " - 36.3636 s: 32.0%\n", " - 43.6364 s: 27.8%\n", " - 50.9091 s: 24.0%\n", "\n", "

Observations and interpretation

\n", "\n", "- The mean efficiency increases steadily during start-up but with a decreasing growth rate: early increases are faster, later increases slow, indicating approach toward a plateau or steady operating regime.\n", "- Absolute variability (std) rises from start, peaks near 36.36 s (10.2335%), then slightly declines toward the end; relative variability (coefficient of variation) falls continuously, indicating measurements become more consistent in relative terms as efficiency rises.\n", "- Uniform time spacing supports straightforward temporal trend interpretation; row index is simply the measurement index (not an additional variable).\n", "- Key numbers for reporting: final mean = 38.4441% (at 50.9091 s), peak std = 10.2335% (at 36.3636 s), and the decreasing CV to ~24% at the last time point." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 5324\n" ] } ], "source": [ "if cortix_ai:\n", " issues = '+ Title your reponse as: Overview of the Stage Efficiency Data at Start-Up.'\n", " cortix_ai.explain(quant=quant, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save, print_prompt=False)" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 6: Reaction efficiency history at start-up.\n" ] } ], "source": [ "'''Individual reaction efficiency'''\n", "\n", "quant = stg.efficiency_history()\n", "quant.plot(title='Reaction Efficiency @ %2.1f C Start-Up'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', legend=stg.rxn_mech.reactions, show=True, figsize=[10,3])\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Reaction efficiency history at start-up.')" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 4: Reaction efficiency history at start-up.\n", "Time [min] Rxn Eff. [%]\n", " r0 r1 r2 r3 r4 r5\n", " \n", "0.00 0.000 0.000 0.000 0.000 0.000 0.000\n", "0.06 6.372 6.507 6.645 2.418 2.445 1.934\n", "0.12 12.135 12.589 13.066 4.736 4.827 3.830\n", "0.18 17.277 18.105 19.026 7.031 7.209 5.751\n", "0.24 21.835 23.048 24.451 9.311 9.590 7.704\n", "0.30 25.843 27.393 29.272 11.579 11.969 9.692\n", "0.36 29.350 31.169 33.491 13.833 14.340 11.711\n", "0.42 32.408 34.418 37.137 16.062 16.691 13.752\n", "0.48 35.066 37.193 40.254 18.256 19.007 15.801\n", "0.55 37.369 39.548 42.895 20.397 21.271 17.840\n", "0.61 39.360 41.537 45.112 22.472 23.464 19.849\n", "0.67 41.076 43.209 46.955 24.464 25.568 21.810\n", "0.73 42.551 44.609 48.473 26.363 27.571 23.705\n", "0.79 43.816 45.774 49.708 28.160 29.459 25.522\n", "0.85 44.898 46.741 50.700 29.848 31.227 27.250\n", "0.91 45.819 47.540 51.486 31.426 32.871 28.882\n" ] } ], "source": [ "'''Individual reaction efficiency'''\n", "\n", "quant = stg.efficiency_history()\n", "\n", "tbl_count += 1\n", "print(f'Table {tbl_count}: Reaction efficiency history at start-up.')\n", "print('Time [min] Rxn Eff. [%]')\n", "\n", "col_names = [f'r{i}' for i in range(len(stg.rxn_mech.reactions))]\n", "time_name = ''\n", "df = (quant.value.apply(pd.Series).mul(1)\n", " .rename(index=lambda i: round(i/unit.min,2))\n", " .set_axis(col_names, axis=1).rename_axis(time_name)\n", " .round(3))\n", "print(df.to_string(max_rows=20, min_rows=20))" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Overview of Individual Reaction Efficiency at Start-Up

\n", "\n", "

Data summary

\n", "\n", "- The table records reaction efficiencies (percent) for six ordered reactions sampled at eight times from 0 s to 50.9091 s (steps ≈ 7.2727 s). \n", "- All six reaction columns start at 0% (t = 0) and rise monotonically through the recorded start‑up interval.\n", "\n", "

Mapping of columns to reactions

\n", "\n", "- Column 0: [C₄H₉O]₃PO(o) + H₂O(a) <=> H₂O·[C₄H₉O]₃PO(o) \n", "- Column 1: 2 [C₄H₉O]₃PO(o) + 2 H₂O(a) <=> [H₂O]₂·[[C₄H₉O]₃PO]₂(o) \n", "- Column 2: 3 [C₄H₉O]₃PO(o) + 6 H₂O(a) <=> [H₂O]₆·[[C₄H₉O]₃PO]₃(o) \n", "- Column 3: H⁺(a) + NO₃⁻(a) + [C₄H₉O]₃PO(o) <=> HNO₃·[C₄H₉O]₃PO(o) \n", "- Column 4: H⁺(a) + NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <=> HNO₃·[[C₄H₉O]₃PO]₂(o) \n", "- Column 5: UO₂²⁺(a) + 2 NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <=> UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o)\n", "\n", "

Per-reaction numerical trends (start -> final at 50.9091 s)

\n", "\n", "- Reaction (col 0): 0% -> 44.8975%; mean growth ≈ 0.882 %/s; strictly increasing at each sample. \n", "- Reaction (col 1): 0% -> 46.7415%; mean growth ≈ 0.918 %/s; strictly increasing. \n", "- Reaction (col 2): 0% -> 50.7004%; mean growth ≈ 0.996 %/s; strictly increasing and the largest absolute efficiency. \n", "- Reaction (col 3): 0% -> 29.8483%; mean growth ≈ 0.586 %/s; strictly increasing. \n", "- Reaction (col 4): 0% -> 31.2270%; mean growth ≈ 0.614 %/s; strictly increasing. \n", "- Reaction (col 5): 0% -> 27.2498%; mean growth ≈ 0.535 %/s; strictly increasing.\n", "\n", "

Comparative observations

\n", "\n", "- The three water‑adduct formation reactions (columns 0–2) exhibit the highest efficiencies and fastest average growth rates, with the 3:6 water adduct (col 2) the largest by the end of the window. \n", "- The acid/nitrate and uranyl complexation reactions (columns 3–5) rise more slowly and reach substantially lower efficiencies in the same period. \n", "- Among the latter, the single‑ligand HNO₃ adduct (col 3) and the double‑ligand HNO₃ adduct (col 4) are slightly higher than the UO₂ complex (col 5) at final time.\n", "\n", "

Conclusions

\n", "\n", "- During start‑up the system shows monotonic, roughly linear increases in reaction efficiency on this time scale; water complexation dominates early efficiency gains (col 2 highest). \n", "- Sampling is uniform (~7.27 s intervals) and suffices to resolve the steady, monotonic build in each reaction over the first ~51 s." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 6553\n" ] } ], "source": [ "if cortix_ai:\n", " issues = '+ Title your reponse as: Overview of Individual Reaction Efficiency at Start-Up.'\n", " cortix_ai.explain(quant=quant, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save, print_prompt=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Reaction Rate Density\n", "This quantity only makes sense per volume of the mixture." ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 7: Reaction rate density history at start-up.\n" ] } ], "source": [ "'''Reaction rate density'''\n", "import matplotlib.pyplot as plt\n", "\n", "quant = stg.r_vec_history() # mole/m^3-s\n", "\n", "quant.plot(title='Reaction Rate Density @ %2.1f C Start-Up'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', legend=stg.rxn_mech.reactions, show=True, figsize=[10,3], error_data=False)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Reaction rate density history at start-up.')" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 5: Reaction rate density history at start-up.\n", "Time [min] r [mM/s]\n", " r0 r1 r2 r3 r4 r5\n", "t [min] \n", "0.00 1.0955 2.6403 0.4865 0.0000 0.0000 0.0000\n", "0.06 0.9819 2.2624 0.3985 0.0029 0.0028 0.0082\n", "0.12 0.8885 1.9663 0.3326 0.0088 0.0080 0.0392\n", "0.18 0.8115 1.7363 0.2831 0.0160 0.0141 0.0919\n", "0.24 0.7473 1.5521 0.2446 0.0235 0.0200 0.1595\n", "0.30 0.6935 1.4047 0.2146 0.0306 0.0255 0.2346\n", "0.36 0.6482 1.2861 0.1909 0.0369 0.0301 0.3103\n", "0.42 0.6099 1.1900 0.1720 0.0424 0.0338 0.3818\n", "0.48 0.5775 1.1118 0.1568 0.0469 0.0367 0.4461\n", "0.55 0.5498 1.0478 0.1445 0.0505 0.0389 0.5018\n", "0.61 0.5262 0.9952 0.1344 0.0534 0.0404 0.5486\n", "0.67 0.5061 0.9518 0.1263 0.0555 0.0414 0.5871\n", "0.73 0.4889 0.9160 0.1196 0.0572 0.0421 0.6184\n", "0.79 0.4742 0.8863 0.1141 0.0584 0.0424 0.6434\n", "0.85 0.4616 0.8617 0.1096 0.0592 0.0425 0.6632\n", "0.91 0.4508 0.8412 0.1059 0.0598 0.0425 0.6789\n" ] } ], "source": [ "tbl_count += 1\n", "print(f'Table {tbl_count}: Reaction rate density history at start-up.')\n", "print('Time [min] r [mM/s]')\n", "import pandas as pd\n", "col_names = [f'r{i}' for i in range(len(stg.rxn_mech.reactions))]\n", "time_name = 't [min]'\n", "df = (quant.value.apply(pd.Series).mul(1)\n", " .rename(index=lambda i: round(i/unit.min,2))\n", " .set_axis(col_names, axis=1).rename_axis(time_name)\n", " .round(4))\n", "print(df.to_string(max_rows=20, min_rows=20))" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Overview of Reaction Rates Density at Start-Up.

\n", "\n", "

Data and context

\n", "\n", "Time history from 0 to 50.9091 s sampled every 7.2727 s. Dependent quantity: reaction rates density in mM/s for six ordered reactions (columns 0..5 correspond to the reactions listed below, in the same order).\n", "\n", "- Reaction mapping (converted to chemical-format rules):\n", " - [C₄H₉O]₃PO(o) + H₂O(a) <=> H₂O·[C₄H₉O]₃PO(o)\n", " - 2 [C₄H₉O]₃PO(o) + 2 H₂O(a) <=> [H₂O]₂·[[C₄H₉O]₃PO]₂(o)\n", " - 3 [C₄H₉O]₃PO(o) + 6 H₂O(a) <=> [H₂O]₆·[[C₄H₉O]₃PO]₃(o)\n", " - H⁺(a) + NO₃⁻(a) + [C₄H₉O]₃PO(o) <=> HNO₃·[C₄H₉O]₃PO(o)\n", " - H⁺(a) + NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <=> HNO₃·[[C₄H₉O]₃PO]₂(o)\n", " - UO₂²⁺(a) + 2 NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <=> UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o)\n", "\n", "

Overall summary

\n", "\n", "- Early times (t = 0): columns 1, 0, and 2 are the dominant rate contributions (2.64031, 1.09551, 0.486462 mM/s respectively); columns 3–5 are effectively zero (10⁻⁶ mM/s).\n", "- Over the 0–50.9 s window columns 0–2 monotonically decrease; columns 3–5 monotonically increase.\n", "- Largest relative growth: column 5 (reaction 6) increases by ≈6.0×10⁵-fold (from 1.11×10⁻⁶ to 0.663201 mM/s). Columns 3 and 4 grow ≈1.10×10⁴-fold and ≈8.04×10³-fold respectively.\n", "- Largest absolute decreases: column 1 falls from 2.64031 to 0.861679 mM/s (≈67% decrease). Column 0 and 2 fall by ≈58% and ≈77%, respectively.\n", "- At final time (50.9091 s) column 1 remains the single largest rate (0.861679 mM/s), followed by column 5 (0.663201 mM/s) and column 0 (0.461584 mM/s).\n", "\n", "

Column-by-column analysis

\n", "\n", "- Column 0 — [C₄H₉O]₃PO + H₂O -> solvated complex (first solvation step)\n", " - t=0: 1.09551 mM/s; t=50.91 s: 0.461584 mM/s.\n", " - Behavior: monotonic decrease (≈0.42× initial, −57.9%).\n", " - Interpretation (data-only): initially important, decreasing significance over the time window.\n", "\n", "- Column 1 — 2 [C₄H₉O]₃PO + 2 H₂O -> larger solvated dimer\n", " - t=0: 2.64031 mM/s; t=50.91 s: 0.861679 mM/s.\n", " - Behavior: monotonic decrease (≈0.33× initial, −67.4%).\n", " - Interpretation (data-only): remains the largest single-rate process throughout the sampled period.\n", "\n", "- Column 2 — 3 [C₄H₉O]₃PO + 6 H₂O -> trimer solvate\n", " - t=0: 0.486462 mM/s; t=50.91 s: 0.109569 mM/s.\n", " - Behavior: monotonic decrease (≈0.23× initial, −77.5%).\n", " - Interpretation (data-only): contribution becomes small by the end of the window.\n", "\n", "- Column 3 — protonated nitrate complexation to form HNO₃·[C₄H₉O]₃PO\n", " - t=0: 5.38343×10⁻⁶ mM/s; t=50.91 s: 0.0592107 mM/s.\n", " - Behavior: monotonic increase (≈1.10×10⁴-fold).\n", " - Interpretation (data-only): negligible at start, becomes a measurable contributor by ~50 s.\n", "\n", "- Column 4 — protonated nitrate with dimer: HNO₃·[[C₄H₉O]₃PO]₂\n", " - t=0: 5.28724×10⁻⁶ mM/s; t=50.91 s: 0.0425051 mM/s.\n", " - Behavior: monotonic increase (≈8.04×10³-fold) with growth slowing toward the end (rates begin to level off after ~36–51 s).\n", "\n", "- Column 5 — UO₂ complex formation UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂\n", " - t=0: 1.10587×10⁻⁶ mM/s; t=50.91 s: 0.663201 mM/s.\n", " - Behavior: monotonic, very large relative increase (≈6.0×10⁵-fold).\n", " - Interpretation (data-only): fastest relative activation; by the end it is a major rate term (second-largest absolute rate).\n", "\n", "

Concluding remarks

\n", "\n", "- The dataset shows a clear shift in dominant contributions: initial dominance by columns 1–0–2 (solvation steps) and progressive activation of columns 5–4–3 (complexation/ion-pair formation), with column 1 remaining the largest absolute rate across the sampled period.\n", "- Time sampling is uniform at ≈7.2727 s intervals; trends are monotonic for each column within the sampled window." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 7127\n" ] } ], "source": [ "if cortix_ai:\n", " issues = '+ Title your reponse as: Overview of Reaction Rates Density at Start-Up.'\n", " cortix_ai.explain(quant=quant, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save, print_prompt=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Species Generation Rate Density\n", "\n", "This quantity is on the basis of mixing volume so all species generation values can be compared." ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 8: Species generation rate density history at start-up.\n" ] } ], "source": [ "'''Species generation rate density'''\n", "import matplotlib.pyplot as plt\n", "\n", "quant = stg.g_vec_history() # mole/m^3-s\n", "\n", "quant.plot(title='Species Generation Rate Density @ %2.1f C Start-Up'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', legend=stg.rxn_mech.species_names, show=True, figsize=[10,3], error_data=False)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Species generation rate density history at start-up.')" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 6: Species generation rate density history at start-up.\n", "Time [min] g [mM/s]\n", " a0 a1 a2 a3 a4 a5 a6 a7 a8 a9 a10\n", "t [min] \n", "0.00 -9.2949 1.0955 0.0000 0.0000 -0.0000 -0.0000 0.0000 -0.0000 -7.8355 2.6403 0.4865\n", "0.06 -7.8975 0.9819 0.0029 0.0028 -0.0057 -0.0220 0.0082 -0.0082 -6.7269 2.2624 0.3985\n", "0.12 -6.8163 0.8885 0.0088 0.0080 -0.0169 -0.0953 0.0392 -0.0392 -5.9219 1.9663 0.3326\n", "0.18 -5.9825 0.8115 0.0160 0.0141 -0.0301 -0.2138 0.0919 -0.0919 -5.3612 1.7363 0.2831\n", "0.24 -5.3192 0.7473 0.0235 0.0200 -0.0435 -0.3626 0.1595 -0.1595 -4.9679 1.5521 0.2446\n", "0.30 -4.7907 0.6935 0.0306 0.0255 -0.0560 -0.5252 0.2346 -0.2346 -4.6974 1.4047 0.2146\n", "0.36 -4.3659 0.6482 0.0369 0.0301 -0.0670 -0.6876 0.3103 -0.3103 -4.5109 1.2861 0.1909\n", "0.42 -4.0220 0.6099 0.0424 0.0338 -0.0762 -0.8398 0.3818 -0.3818 -4.3797 1.1900 0.1720\n", "0.48 -3.7417 0.5775 0.0469 0.0367 -0.0836 -0.9758 0.4461 -0.4461 -4.2840 1.1118 0.1568\n", "0.55 -3.5121 0.5498 0.0505 0.0389 -0.0894 -1.0929 0.5018 -0.5018 -4.2106 1.0478 0.1445\n", "0.61 -3.3232 0.5262 0.0534 0.0404 -0.0938 -1.1910 0.5486 -0.5486 -4.1513 0.9952 0.1344\n", "0.67 -3.1672 0.5061 0.0555 0.0414 -0.0970 -1.2713 0.5871 -0.5871 -4.1012 0.9518 0.1263\n", "0.73 -3.0382 0.4889 0.0572 0.0421 -0.0992 -1.3360 0.6184 -0.6184 -4.0575 0.9160 0.1196\n", "0.79 -2.9312 0.4742 0.0584 0.0424 -0.1007 -1.3875 0.6434 -0.6434 -4.0188 0.8863 0.1141\n", "0.85 -2.8424 0.4616 0.0592 0.0425 -0.1017 -1.4281 0.6632 -0.6632 -3.9843 0.8617 0.1096\n", "0.91 -2.7686 0.4508 0.0598 0.0425 -0.1023 -1.4600 0.6789 -0.6789 -3.9534 0.8412 0.1059\n" ] } ], "source": [ "tbl_count += 1\n", "print(f'Table {tbl_count}: Species generation rate density history at start-up.')\n", "print('Time [min] g [mM/s]')\n", "import pandas as pd\n", "col_names = [f'a{i}' for i in range(len(stg.rxn_mech.species_names))]\n", "time_name = 't [min]'\n", "df = (quant.value.apply(pd.Series).mul(1)\n", " .rename(index=lambda i: round(i/unit.min,2))\n", " .set_axis(col_names, axis=1).rename_axis(time_name)\n", " .round(4))\n", "print(df.to_string(max_rows=20, min_rows=20))" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 9: Produced species generation rate density history at start-up.\n" ] } ], "source": [ "'''Produced species generation rate density'''\n", "import matplotlib.pyplot as plt\n", "\n", "ids, quant_produced = stg.g_vec_history(produced=True) # mole/m^3-s\n", "\n", "quant_produced.plot(title='Produced Species Generation Rate Density @ %2.1f C Start-Up'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant_produced.unit+']', legend=list(np.array(stg.rxn_mech.species_names)[ids]), show=True, figsize=[10,3], error_data=False)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Produced species generation rate density history at start-up.')" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Overview of Species Generation Rates Density at Start-Up

\n", "\n", "Dataset: generation-rate density time history (dependent unit: mM/s) for 11 ordered species; times (s): 0, 7.27273, 14.5455, 21.8182, 29.0909, 36.3636, 43.6364, 50.9091. Values shown are per-row species rates at those times.\n", "\n", "- H₂O(a): initial −9.2949 mM/s (0 s) -> −2.84236 mM/s (50.9091 s); negative throughout and increases monotonically toward zero (consumption magnitude decreases).\n", "- H₂O·[C₄H₉O]₃PO(o): initial 1.09551 mM/s -> 0.461584 mM/s; positive throughout and decreases monotonically (production decreases).\n", "- HNO₃·[C₄H₉O]₃PO(o): initial 5.38343e‑06 mM/s -> 0.0592107 mM/s; starts near zero and increases monotonically to modest positive production.\n", "- HNO₃·[[C₄H₉O]₃PO]₂(o): initial 5.28724e‑06 mM/s -> 0.0425051 mM/s; similar behavior to the previous HNO₃ adduct—near zero then monotonic rise in production.\n", "- H⁺(a): initial −1.06707e‑05 mM/s -> −0.101716 mM/s; negative throughout and becomes more negative monotonically (increasing net consumption).\n", "- NO₃⁻(a): initial −1.28824e‑05 mM/s -> −1.42812 mM/s; negative throughout and magnitude grows monotonically (increasing consumption).\n", "- UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o): initial 1.10587e‑06 mM/s -> 0.663201 mM/s; positive and increases monotonically (growing production in organic complex).\n", "- UO₂²⁺(a): initial −1.10587e‑06 mM/s -> −0.663201 mM/s; negative and decreases monotonically (growing aqueous depletion). Values of this aqueous UO₂²⁺ are equal in magnitude and opposite in sign to the previous organic complex at every time step (direct transfer/stoichiometric pairing).\n", "- [C₄H₉O]₃PO(o): initial −7.83553 mM/s -> −3.98427 mM/s; negative throughout and increases monotonically toward zero (consumption magnitude decreases).\n", "- [H₂O]₂·[[C₄H₉O]₃PO]₂(o): initial 2.64031 mM/s -> 0.861679 mM/s; positive and decreases monotonically (production declines).\n", "- [H₂O]₆·[[C₄H₉O]₃PO]₃(o): initial 0.486462 mM/s -> 0.109569 mM/s; positive and decreases monotonically.\n", "\n", "Summary observations: all species show monotonic trends across the sampled start-up window. Several pairs reveal stoichiometric/opposite behavior (notably UO₂ complex in organic phase vs UO₂²⁺ in aqueous phase with exact opposite signs), indicating phase transfer/complexation dynamics. Major magnitudes are seen for H₂O(a) and [C₄H₉O]₃PO(o) (strong net consumption) and for NO₃⁻(a) (growing consumption), while many organic-bound water and adduct species exhibit decreasing production as the system approaches the later times." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 6264\n" ] } ], "source": [ "if cortix_ai:\n", " issues = '+ Title your reponse as: Overview of Species Generation Rates Density at Start-Up.'\n", " cortix_ai.explain(quant=quant, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save, print_prompt=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mass Balance Residual\n", "\n", "This is actually the total mass generation rate density (mixing volume) residual; a small number in view of total mass conservation." ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 10: Total mass generation rate density residual history at start-up.\n" ] } ], "source": [ "'''Mass balance residuals'''\n", "import matplotlib.pyplot as plt\n", "\n", "quant = stg.mass_balance_residual_history()\n", "\n", "quant.plot(title='Total Mass Generation Rate Density @ %2.1f C Start-Up'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', markers_only=True, legend=['Residual'], show=True, figsize=[10,3])\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Total mass generation rate density residual history at start-up.')" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "Total Mass Generation Rate Density Residual at Start-Up.\n", "\n", "

Summary

\n", "\n", "The table reports the total mass generation rate density (mass balance residual) in the mixing volume at eight times during start-up. The residuals are consistently negative and of order 10⁻¹⁶ g·L⁻¹·s⁻¹, i.e., at or below typical double‑precision round‑off.\n", "\n", "- Sample count: 8 time samples.\n", "- Time range: 0 s to 50.9091 s (uniform spacing ≈ 7.27273 s).\n", "- Residual range: minimum = -4.88649·10⁻¹⁶ g·L⁻¹·s⁻¹, maximum = -5.55112·10⁻¹⁷ g·L⁻¹·s⁻¹.\n", "- Mean residual: -2.228 × 10⁻¹⁶ g·L⁻¹·s⁻¹.\n", "- Root-mean-square (RMS): 2.734 × 10⁻¹⁶ g·L⁻¹·s⁻¹.\n", "- Population standard deviation: 1.584 × 10⁻¹⁶ g·L⁻¹·s⁻¹.\n", "- Maximum absolute residual (magnitude): 4.88649 × 10⁻¹⁶ g·L⁻¹·s⁻¹.\n", "\n", "

Data columns analyzed

\n", "\n", "- time [s]: timestamps at which the residual was evaluated; values are 0, 7.27273, 14.5455, 21.8182, 29.0909, 36.3636, 43.6364, 50.9091 s.\n", "- Total Mass Generation Rate Density [g/L-s]: instantaneous mass balance residuals (negative values shown), given in g·L⁻¹·s⁻¹.\n", "\n", "

Interpretation

\n", "\n", "- All residual values are essentially zero within numerical precision (10⁻¹⁶ g·L⁻¹·s⁻¹). The mean and RMS quantify small systematic bias (mean ≈ -2.2·10⁻¹⁶) and typical fluctuation scale (RMS ≈ 2.7·10⁻¹⁶).\n", "- The sign (negative) indicates a tiny net sink in the computed mixing-volume balance at these times, but the magnitude is negligible relative to physically meaningful mass fluxes and consistent with round‑off/error levels for double‑precision arithmetic." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 4615\n" ] } ], "source": [ "if cortix_ai:\n", " issues = '+ Title your reponse as: Total Mass Generation Rate Density Residual at Start-Up.'\n", " cortix_ai.explain(quant=quant, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save, print_prompt=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Steady-State Simulation\n", "\n", "Pick up from where it left from the past `run()` and continue to a longer time. This demonstrates how to continue a simulation from where it was interrupted. Note that the state of the system is automatically used as the initial condition for the next `run()`." ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [], "source": [ "end_time += 5 * stg.flow_residence_time_avg\n", "time_step = 5 * stg.flow_residence_time_avg / 15\n", "show_time = (True, 10*time_step)\n", "\n", "stg.time_step = time_step\n", "stg.initial_time = stg.end_time\n", "stg.end_time = end_time\n", "stg.show_time = show_time" ] }, { "cell_type": "code", "execution_count": 58, "metadata": { "tags": [ "scroll-output" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[26493] 2025-12-02 15:23:41,069 - cortix - INFO - Launching Module \n", "[28594] 2025-12-02 15:23:42,214 - cortix - INFO - Stg-1::run():time[m]=0.9\n", "[28594] 2025-12-02 15:23:42,409 - cortix - INFO - Stg-1::run():time[m]=3.9\n", "Total mass rate density (mixture volume) residual [g/L-s]= -2.77556e-16\n", "total mass inflow rate [g/min] = 7.418e+02\n", "total mass outflow rate [g/min] = 7.416e+02\n", "\t net total mass flow rate [g/min] = -1.590e-01\n", "[28594] 2025-12-02 15:23:42,489 - cortix - INFO - Stg-1::run():time[m]=5.5 (et[s]=0.3)\n", "[26493] 2025-12-02 15:23:42,667 - cortix - INFO - run()::Elapsed wall clock time [s]: 714.7\n", "[26493] 2025-12-02 15:23:42,668 - cortix - INFO - Closed Cortix object.\n", "_____________________________________________________________________________\n", " T E R M I N A T I N G \n", "_____________________________________________________________________________\n", " ... s . (TAAG Fraktur)\n", " xH88\"`~ .x8X :8 @88>\n", " :8888 .f\"8888Hf u. .u . .88 %8P uL ..\n", ":8888> X8L ^\"\"` ...ue888b .d88B :@8c :888ooo . .@88b @88R\n", "X8888 X888h 888R Y888r =\"8888f8888r -*8888888 .@88u \"\"Y888k/\"*P\n", "88888 !88888. 888R I888> 4888>\"88\" 8888 888E` Y888L\n", "88888 %88888 888R I888> 4888> \" 8888 888E 8888\n", "88888 `> `8888> 888R I888> 4888> 8888 888E `888N\n", "`8888L % ?888 ! u8888cJ888 .d888L .+ .8888Lu= 888E .u./\"888&\n", " `8888 `-*\"\" / \"*888*P\" ^\"8888*\" ^%888* 888& d888\" Y888*\"\n", " \"888. :\" \"Y\" \"Y\" \"Y\" R888\" ` \"Y Y\"\n", " `\"\"***~\"` \"\"\n", " https://cortix.org \n", "_____________________________________________________________________________\n", "[26493] 2025-12-02 15:23:42,669 - cortix - INFO - close()::Elapsed wall clock time [s]: 714.7\n" ] } ], "source": [ "'''Run system in parallel'''\n", "stg.monitor_mass_flowrates = False\n", "stg.monitor_mass_conservation_residual = False\n", "system.run()\n", "system.close() # Shutdown Cortix" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [], "source": [ "'''Recover stage'''\n", "stg = system_net.modules[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Organic Phase Results" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 11: Organic phase species history dashboard at steady-state.\n" ] } ], "source": [ "'''Plot organic phase'''\n", "# TODO: time axis normalized by phase flow residence time.\n", "stg.organic_phase.plot(title='Organic Phase Steady-State', legend='Organic Phase', nrows=2,ncols=3, show=True, figsize=[12,6])\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Organic phase species history dashboard at steady-state.')" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Summary

\n", "\n", "- The dataset records concentrations (g/L) vs time (s) for one free organic, [C₄H₉O]₃PO(o), and several organo-associated species formed by association with H₂O, HNO₃, UO₂[NO₃]₂ and additional water-ligand aggregates.\n", "- Over 0 → 327.273 s the free [C₄H₉O]₃PO(o) falls substantially while all listed complexes form and either reach a plateau or slow their growth.\n", "\n", "

Time-series highlights (per column)

\n", "\n", "- time (s)\n", " - Measurements span 0 to 327.273 s with non-uniform sampling, denser early (< 60 s) and sparser later.\n", "- H₂O·[C₄H₉O]₃PO(o)\n", " - 0 → 11.0056 g/L (final). Rapid initial rise in the first ~40 s (≈10 g/L) then approaches ~11.0 g/L (small further increase to ≈11.33 at 90.9 s then slight decline to 11.0056).\n", "- HNO₃·[C₄H₉O]₃PO(o)\n", " - 0 → 1.95395 g/L (final). Monotonic increase, leveling toward ~1.95–1.95 range after ≈200 s.\n", "- HNO₃·[[C₄H₉O]₃PO]₂(o)\n", " - 0 → 2.28548 g/L (final). Grows faster than the single-ligand HNO₃ complex initially, then slows and approaches ≈2.28.\n", "- UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o)\n", " - 0 → 68.3955 g/L (final). Largest absolute increase; growth is substantial early and continues rising throughout the record, approaching ~68 g/L by 327 s.\n", "- [C₄H₉O]₃PO(o) (free organic)\n", " - 291.75 → 191.977 g/L (final). Net decrease ≈99.77 g/L, a ≈34.2% reduction from initial, indicating the free organic is being consumed/partitioned into complexes.\n", "- [H₂O]₂·[[C₄H₉O]₃PO]₂(o)\n", " - 0 → 42.0769 g/L (final). Rapid rise to ~44 g/L by ~55 s, then gradual decline to ≈42.08 by 327 s (small net decrease from peak).\n", "- [H₂O]₆·[[C₄H₉O]₃PO]₃(o)\n", " - 0 → 8.14239 g/L (final). Peaks near ~10.22 g/L around 50–55 s then decreases to ~8.14 g/L by 327 s.\n", "\n", "

Comparative behavior and relative magnitudes

\n", "\n", "- Largest absolute sink: UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o) reaches ≈68.4 g/L, the single-largest complex concentration at final time.\n", "- The free organic ([C₄H₉O]₃PO(o)) remains the largest single-species pool throughout but declines by ~34%, consistent with substantial transfer into complexes.\n", "- Water-containing aggregates:\n", " - [H₂O]₂·[[C₄H₉O]₃PO]₂(o) attains the next-largest concentrations (~42 g/L final) and shows a peak then mild decrease.\n", " - [H₂O]₆·[[C₄H₉O]₃PO]₃(o) is smaller (final ≈8.14 g/L) and shows a clear early peak then decay.\n", "- Acid-associated species:\n", " - HNO₃·[[C₄H₉O]₃PO]₂(o) (≈2.29 g/L) and HNO₃·[C₄H₉O]₃PO(o) (≈1.95 g/L) remain minor in mass compared with the uranium and water complexes but show clear formation and leveling.\n", "\n", "

Kinetics / qualitative rates (early vs long-term)

\n", "\n", "- Early-phase (0–40 s): rapid formation of H₂O·[C₄H₉O]₃PO(o) (~10 g/L in 40 s), UO₂-complex (~15 g/L in 40 s) and [H₂O]₂·[[C₄H₉O]₃PO]₂(o) (~41 g/L by 54.5 s). This indicates fast initial complexation/partitioning.\n", "- Later-phase (>100 s): most species’ growth slows and approaches quasi-steady values (plateaus or slow continued rise), e.g., H₂O·[C₄H₉O]₃PO(o) ≈11.0, HNO₃ complexes ≈1.9–2.3, UO₂-complex ≈68–68.4 (still slowly rising).\n", "- Some complexes exhibit a peak then slight decline (notably [H₂O]₆·[[C₄H₉O]₃PO]₃(o) and [H₂O]₂·[[C₄H₉O]₃PO]₂(o) around 50–75 s), suggesting redistribution among species or transient maxima.\n", "\n", "

Notable quantitative points

\n", "\n", "- Free [C₄H₉O]₃PO(o): initial 291.75 g/L → final 191.977 g/L (Δ = −99.773 g/L, −34.2%).\n", "- UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o): final ≈68.3955 g/L, largest formed complex mass.\n", "- H₂O·[C₄H₉O]₃PO(o): rises quickly to ≈11 g/L and then stabilizes (peak ≈11.33 g/L).\n", "- HNO₃-associated species remain small (<2.3 g/L each) relative to water and UO₂ complexes.\n", "\n", "

Concise interpretation

\n", "\n", "- The table shows conversion of free [C₄H₉O]₃PO(o) into multiple associated species on the timescale 0–327 s. The dominant sink by mass is formation of the UO₂-containing complex and water-associated aggregates, while nitrate–acid complexes form in much smaller amounts and level off earlier. Overall dynamics are fast initially and approach steady-state-like values by a few hundred seconds." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 6814\n" ] } ], "source": [ "if cortix_ai:\n", " issues = ('+ Title your reponse as: Overview of the Organic Phase Data at Steady-State.\\n'\n", " '+ Do not explain the start-up process; cover the steady-state only.'\n", " )\n", " cortix_ai.explain(phase=stg.organic_phase, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 12: Organic phase mass density history at steady-state.\n" ] } ], "source": [ "'''Organic phase mass density'''\n", "import matplotlib.pyplot as plt\n", "\n", "quant = stg.mass_density_history('organic')\n", "\n", "quant.plot(title='Organic Phase Mass Density @ %2.1f C Steady-State'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+r'$-\\rho_\\text{diluent}$'+\n", " ' ['+quant.unit+']', show=True, figsize=[10,3], error_data=False)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Organic phase mass density history at steady-state.')" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 7: Organic phase mass density history at steady-state.\n", "Time [s] Organic Phase Mass Density [g/L]\n", "0.000000 291.75\n", "18.181818 296.10\n", "36.363636 301.65\n", "54.545455 307.60\n", "145.454545 322.35\n", "236.363636 325.28\n", "327.272727 325.84\n", "Name: Organic Phase Mass Density [g/L]; Time History in [s], dtype: float64\n" ] } ], "source": [ "tbl_count += 1\n", "print(f'Table {tbl_count}: Organic phase mass density history at steady-state.')\n", "print('Time [s] Organic Phase Mass Density [g/L]')\n", "print(quant.value[::5].apply(lambda x: round(x,2)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Aqueous Phase Results" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 13: Aqueous phase species history dashboard at steady-state.\n" ] } ], "source": [ "'''Plot aqueous phase'''\n", "# TODO: time axis normalized by phase flow residence time.\n", "stg.aqueous_phase.plot(title='Aqueous Phase Steady-State', legend='Aqueous Phase', nrows=2,ncols=3, show=True, figsize=[12,6])\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Aqueous phase species history dashboard at steady-state.')" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Summary

\n", "\n", "The table shows time-series aqueous concentrations (g/L) for H₂O(a), H⁺(a), NO₃⁻(a) and UO₂²⁺(a) from t = 0 to t = 327.273 s. H⁺, NO₃⁻ and UO₂²⁺ rise monotonically (large relative increases); H₂O falls slightly early and then levels off near a new, lower value.\n", "\n", "- Key numbers\n", "- H₂O(a): 992.000 -> 986.800 g/L (Δ = −5.200 g/L)\n", "- H⁺(a): 0.001007 -> 0.490639 g/L (Δ = +0.489632 g/L)\n", "- NO₃⁻(a): 0.062006 -> 19.2306 g/L (Δ = +19.1686 g/L)\n", "- UO₂²⁺(a): 0.000000 -> 85.7313 g/L (Δ = +85.7313 g/L)\n", "\n", "

Trends and monotonicity

\n", "\n", "- Overall behavior\n", "- H⁺(a), NO₃⁻(a), UO₂²⁺(a) increase monotonically across the entire time span.\n", "- H₂O(a) decreases strongly at first (until ~70 s) then shows a slight recovery/stabilization; the net change is a modest decrease (~0.5% of initial).\n", "\n", "

Rates (approximate)

\n", "\n", "- Average rate over 0 -> 327.273 s\n", "- H₂O(a): −5.200 / 327.273 ≈ −0.0159 g·L⁻¹·s⁻¹\n", "- H⁺(a): +0.489632 / 327.273 ≈ +0.00150 g·L⁻¹·s⁻¹\n", "- NO₃⁻(a): +19.1686 / 327.273 ≈ +0.0586 g·L⁻¹·s⁻¹\n", "- UO₂²⁺(a): +85.7313 / 327.273 ≈ +0.2621 g·L⁻¹·s⁻¹\n", "\n", "- Early (0 -> 3.63636 s) instantaneous rates (first interval)\n", "- H₂O(a): −1.193 / 3.63636 ≈ −0.328 g·L⁻¹·s⁻¹\n", "- H⁺(a): +0.032403 / 3.63636 ≈ +0.00891 g·L⁻¹·s⁻¹\n", "- NO₃⁻(a): +1.99200 / 3.63636 ≈ +0.548 g·L⁻¹·s⁻¹\n", "- UO₂²⁺(a): +7.08898 / 3.63636 ≈ +1.949 g·L⁻¹·s⁻¹\n", "\n", "- Comment on rates\n", "- Rates are much higher at the beginning and then decline, indicating a fast initial input/formation followed by slowing approach toward a plateau for each solute.\n", "\n", "

Correlations, ratios and mass change

\n", "\n", "- Pairwise behavior\n", "- NO₃⁻(a) and UO₂²⁺(a) rise together throughout the record (strong positive co‑variation).\n", "- H⁺(a) also increases in parallel but at much smaller absolute concentration.\n", "- H₂O(a) decreases as the solutes accumulate (net dilution/consumption effect on water concentration).\n", "\n", "- Representative ratios (final values)\n", "- UO₂²⁺(a) / NO₃⁻(a) ≈ 85.7313 / 19.2306 ≈ 4.46 (final mass-concentration ratio)\n", "- Total aqueous concentration (sum of columns) increases by ≈ +100.19 g/L from start to finish (initial ≈ 992.063 g/L, final ≈ 1092.253 g/L), i.e., an added total aqueous mass concentration of ≈ 100.19 g/L.\n", "\n", "

Approach to steady state and notable points

\n", "\n", "- The increase in NO₃⁻ and UO₂²⁺ slows substantially after ~200 s; by 200–327 s the concentrations change only marginally (evidence of approach toward a new steady/regime).\n", "- H₂O(a) reaches a shallow minimum (~986.388 g/L at ~72.7 s) and then drifts up slightly to 986.800 g/L by 327.3 s.\n", "- All solute profiles are smooth and monotonic (no oscillations or reversals), consistent with a controlled addition/formation process followed by equilibration.\n", "\n", "

Concise takeaway

\n", "\n", "- The dataset documents rapid early introduction/formation of NO₃⁻ and UO₂²⁺ with concomitant proton increase and a small net loss of H₂O concentration; after an early transient the system slows and approaches a near steady state by ~200–327 s." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 7218\n" ] } ], "source": [ "if cortix_ai:\n", " issues = ('+ Title your reponse as: Overview of the Aqueous Phase Data at Steady-State.\\n'\n", " '+ Do not explain the start-up process; cover the steady-state only.'\n", " )\n", " cortix_ai.explain(phase=stg.aqueous_phase, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save, print_prompt=False)" ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 14: Aqueous phase mass density history at Steady-State.\n" ] } ], "source": [ "'''Aqueous phase mass density'''\n", "import matplotlib.pyplot as plt\n", "\n", "quant = stg.mass_density_history('aqueous')\n", "\n", "quant.plot(title='Aqueous Phase Mass Density @ %2.1f C Steady-State'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', show=True, figsize=[10,3], error_data=False)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Aqueous phase mass density history at Steady-State.')" ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 8: Aqueous phase mass density history at steady-state.\n", "Time [s] Aqueous Phase Mass Density [g/L]\n", "0.000000 992.06\n", "18.181818 1026.94\n", "36.363636 1049.00\n", "54.545455 1062.45\n", "145.454545 1086.96\n", "236.363636 1091.41\n", "327.272727 1092.25\n", "Name: Aqueous Phase Mass Density [g/L]; Time History in [s], dtype: float64\n" ] } ], "source": [ "tbl_count += 1\n", "print(f'Table {tbl_count}: Aqueous phase mass density history at steady-state.')\n", "print('Time [s] Aqueous Phase Mass Density [g/L]')\n", "print(quant.value[::5].apply(lambda x: round(x,2)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Overall Stage Efficiency" ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 15: Stage efficiency history steady-state.\n" ] } ], "source": [ "'''Stage overall efficiency'''\n", "\n", "quant = stg.efficiency_history(mean=True)\n", "quant.plot(title='Stage Efficiency @ %2.1f C Steady-State'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', show=True, figsize=[10,3], error_data=True)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Stage efficiency history steady-state.')" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 9: Stage efficiency history at steady-state.\n", "Time [s] (Stage. Eff., +-std) [%]\n", " \n", " \n", "0.00 0.000 0.000\n", "0.06 4.387 2.129\n", "0.12 8.530 4.088\n", "0.18 12.400 5.777\n", "0.24 15.990 7.185\n", "0.30 19.291 8.301\n", "0.36 22.316 9.136\n", "0.42 25.078 9.715\n", "0.48 27.596 10.069\n", "0.55 29.887 10.230\n", "... ... ...\n", "2.73 49.406 1.255\n", "3.03 49.596 0.891\n", "3.33 49.722 0.634\n", "3.64 49.807 0.451\n", "3.94 49.864 0.322\n", "4.24 49.904 0.230\n", "4.55 49.932 0.164\n", "4.85 49.952 0.117\n", "5.15 49.966 0.084\n", "5.45 49.976 0.060\n" ] } ], "source": [ "tbl_count += 1\n", "print(f'Table {tbl_count}: Stage efficiency history at steady-state.')\n", "print('Time [s] (Stage. Eff., +-std) [%]')\n", "time_name = ''\n", "import pandas as pd\n", "df = (quant.value.apply(pd.Series).mul(1)\n", " .rename(index=lambda i: round(i/unit.min,2))\n", " .set_axis(['',''], axis=1).rename_axis(time_name)\n", " .round(3))\n", "print(df.to_string(max_rows=20, min_rows=20))" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Overview of the Stage Efficiency Data at Steady-State.

\n", "\n", "Steady-state region considered: rows 6–10 (time ≥ 109.091 s). Analysis below covers the time [s], mean efficiency [%] (column \"0\"), and reported standard deviation [%] (column \"1\") for those rows only.\n", "\n", "

Key steady-state observations

\n", "\n", "- Mean efficiency values settle in the narrow range 47.8515% to 49.9756% (rows 6–10).\n", "- Reported standard deviation falls monotonically from 3.51989% at 109.091 s to 0.060092% at 327.273 s, indicating rapidly diminishing variability.\n", "- Time sampling in the steady window is regular: 109.091, 163.636, 218.182, 272.727, 327.273 s (interval ≈ 54.545 s).\n", "- Final recorded state at 327.273 s: mean = 49.9756%, std = 0.060092%.\n", "\n", "

Quantitative summary

\n", "\n", "1. Mean of the steady-state means (rows 6–10): 49.3944% (arithmetic average of 47.8515, 49.4061, 49.8065, 49.9323, 49.9756).\n", "1. Sample standard deviation across those five mean values: ≈ 0.80 percentage points.\n", "1. Reduction in reported pointwise variability from first to last steady sample: factor ≈ 58.6 (3.51989 / 0.060092), corresponding to a ≈ 98.3% decrease in reported std.\n", "1. Steady-state window duration: 327.273 s − 109.091 s = 218.182 s; five measurement instants evenly spaced within that window.\n", "\n", "

Summary statement

\n", "\n", "- Over the steady-state window (≥ 109.091 s) the stage efficiency stabilizes near 49.4% on average, with per-sample variability collapsing to near-zero by the last measurement (49.9756% ± 0.0601%)." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 4939\n" ] } ], "source": [ "if cortix_ai:\n", " issues = ('+ Title your reponse as: Overview of the Stage Efficiency Data at Steady-State.\\n'\n", " '+ Do not explain the start-up process; cover the steady-state only.'\n", " )\n", " cortix_ai.explain(quant=quant, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "data": { "image/png": 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NN9yAiRMnKspyc3OxYMGCgM7RkyVLluDTTz9Vld94441Yu3Yt2rRp41e/Op0ODz30EP7880+MGDGiutP06LPPPlOVzZ49G4MHD/a7zwEDBuCzzz7zeQVaopq0evVqFBQUKMp69OiBN954w+/X6IYNG2LGjBl48sknAzFFIiIiIiKqIxi6IyIiIiKii0pERASmT5+uKt+5c2eNr4BCRIFXVlamOPbnw1HXPvzth4hsnnrqKTz55JOKbWGjoqLw3HPPISUlBU899RSaNGniV9/Jycn417/+hRMnTmDGjBmKFbQuXLiAoUOHBmy71kB64IEHkJeX5zieNWsW2rVrF7D+Fy5cqCp74oknvF6d7KqrrsK1116rKEtJScEvv/wSkPl5kpubiy+//FJRZjAY8NJLL3ndx0svvQS9Xq8oe++992okNJiTk4PHHntMVT5gwAAsX74cERER1R6jUaNG+OGHH/B///d/1e5LS2lpqWr78YiICFWYkehi9MMPP6jKJk+eDJ1OF4LZEBERERFRXaavugoREREREVHdcs0116jKrFYrDh8+jP79+/vdr8Viwe7du3H69GlkZWUhNzcXcXFxqF+/Ptq1a4fu3bsHPLiTlpaGw4cP49SpU8jPz0dpaSni4uKQlJSE5s2bo3fv3gH5cNeTrKws7Nq1C1lZWbhw4QJKSkoQGxuLevXqoUOHDujUqROioqKCOoeaZDQasX37dpw9exbnz59HcXExkpOT0aBBA1x++eUBDU14kpqaih07duD06dMoKSlBUlISGjZsiIEDB6pWfKKLR0lJCXbs2IGMjAxcuHAB+fn5iIyMREJCAtq1a4fOnTsjOTk5pHMUQuDPP//E8ePHkZWVhezsbERHR6N+/fpo2bIlevfurQrDBJrVasXu3bvx559/4vz585AkCfXq1UPr1q0xYMAA1ZakgZKfn48dO3YgMzMT2dnZKCwsRHR0NJKSktC+fXt07tzZ7QpuF6tXXnkFr7zyiqKsa9eu+OKLL9CxY8eAjRMVFYUXX3wRN954I8aNG4cTJ04AAIqKijBmzBhs3boVrVq1Cth41fHRRx/h+++/dxz36dNHM6Tlr+LiYqxatUpRFhERgXvuucenfh566CGsXr1aUfb5559j5MiR1Z2iRytWrIDRaFSU3XjjjT79bGvUqBFuuOEGfP31146ytLQ0bNy4EUOGDAnUVDW9/PLLikAlAMTExOCTTz4JaGhHluWghe7S09NVKw22b98esbGxQRmvNsjMzMTu3buRlZWF8+fPw2q1on79+mjYsCH69evndWDVW6WlpTh69CgOHz6MCxcuoKCgAHq9HomJiahXrx66deuGli1bBnRMZ8ePH8e+ffuQlpaGgoICxMXFoU2bNujbt2/I30eE2unTp1VlPXv2DMFMguv8+fM4fPgwjh8/jry8PBQXFyM2NhZJSUlo0qQJ+vTpg5iYmFBP0ydHjhzBkSNHcP78eVy4cAHh4eGoX78+mjVrhr59+wb992IiIiIiIhVBRERERERUS5w8eVIAUFwGDx7sV19xcXGqvlauXOlXX7/88osYN26cSEhIUPXpfElOThZ33323OHTokF/jCCFEVlaWeO+998Stt94qGjZs6HE8ACIsLEwMGjRIfPXVV8Jisfg9rquMjAwxffp00aVLFyFJUpVzGDp0qHj99ddFdna2qq/FixdXeT+qurh7Hqxbt05Vd926dX7d519++UWMGTNGxMTEeJxL69atxeOPPy4yMjL8GqdFixaK/iZMmKA4v2LFCtGvXz+340uSJPr06SO+//57v8avLtf5tGjRImhjab0m+Ho5efKkmDlzZsCff4F87pWWlooFCxaIQYMGibCwMI9zkSRJdO3aVUyfPl0cPXq0yr4HDx4ckNdUIYTYsWOHuOuuu6p8bYqNjRVjx44V27Zt83mMqh7X/Px8MWPGDI9ziI6OFvfcc484c+aM3/fVWV5enpgzZ47o06eP0Ol0Hu+7TqcT/fr1E7NnzxZnz55V9WWxWETLli0VbVq1aiWsVmu15vj666+r5vLtt99Wq09vrFmzRvUz4pZbbhGlpaVBHTczM1P07t1bMW63bt2EyWQK6rjeSE1NFfHx8YqfkQcOHHCc1/qZOHPmTJ/GWL16taqPUaNG+TxXk8mk+pnXqFGjaj8fqzJu3DjV/L/88kuf+/n8889V/Tz55JNBmHGl4uJixdfXfpk1a1ZQxw20LVu2qO5D//79gz5udX8eA+r3TZ7k5OSIF154QXTv3t3j+1lZlkWvXr3Eu+++K4xGo1/3zWq1it9//108+eSTok+fPkKv11d5X5o2bSoeffRRcfr0ab/G1JrDBx98IHr06OHx59TIkSPFxo0bFW29fV369ddfq/0apqVr166KPhs0aCDKy8ur3a+W9u3bq+7DkSNHgjKWXSDe0wKeP84rKCgQS5cuFXfffbdo3rx5lX3pdDrRq1cv8f777/v0WLu+t/TnsnjxYq/HO3LkiJg0aZLqdyjXS0REhBg5cqT46aefvO6biIiIiKi6GLojIiIiIqJaI5Chu8aNG6v6Wrp0qU997N+/XwwbNsznDxF0Op146KGHRFlZmU/j3X777V59QOfu0qlTJ8UH+/4oLi4Wjz32mIiMjPRrDuHh4SItLU3RZ20P3R0/flyMGDHC5zlFR0eLWbNm+Rx2dBe6y8vLE9dff71Pc5gwYUKNh0xc58DQnf/PPSGEWLhwobjsssv8mpckSWL58uUe+w9E6O7UqVNi7Nixfs1x7NixIjc31+uxPD2uGzduFE2aNPF67MjISPHdd9/5fH/tzGazmD17dpWBa3cXnU6nGTx8+eWXVXV/+OEHv+cphBAdOnRQ9Ne0aVNhNpur1WdV0tLSRL169RTj3n333UEf1y4nJ0dcccUVivHnzJlTI2N7MnLkSMWcXMNYgQjdPfXUU6o+/L3vV199taqvYIdPtEKzru8dvHH27FlVP8EOjn3yySeqMQ0Gg99B/FDZvXu36n40btw46OPWVOjObDaLuXPn+vX63apVK7F+/Xqf7tf69etFs2bN/L5Per1ePPfcc9X6A5oTJ06Iv/3tbz6NO3XqVMdrti+vS506dVLUbdKkSbVe+7VCoNOnT/e7v6p06dJFNd7PP/8ctPGECH7o7oknnhARERF+99u0aVNVENOdmgrdXbhwQdx///1V/sGD1mXw4MEiNTXV2y8PEREREZHfZBAREREREV2EXLf9AuDTllmrVq1C//798dtvv/k8tsViwaJFizBkyBCcP3/e63ZbtmxRbfXli0OHDqFfv35Yu3atX+3PnDmDgQMH4vXXX0dpaalffZSXl6u2jKvNdu3ahQEDBuDnn3/2uW1xcTFmzJiB2267DeXl5dWaR3Z2Nv72t7+ptgusyscff+zzdoJUO5SVleHOO+/E5MmTkZGR4VcfQggUFhYGeGZKW7duRZ8+fbBixQq/2q9YsQL9+vVDSkpKteaxevVqXH311UhLS/O6TWlpKW6++Wb8+OOPPo+Xk5ODa665Bs8995zmzxNvWCwWlJSUqMonTpyo2v5s4cKFfo0BAL/99huOHDmiKHvwwQcDus2llsceewwXLlxwHA8bNgwffvhh0Me1S0xMxA8//IDExERH2axZs6r9XKuO999/Hz/99JPjuGvXrnj66acDPs6uXbtUZf379/errwEDBnjVf6CkpaUhMzNTUda8eXM0btzY576aNGmC5s2bK8r27dsHi8VSrTl6snLlSlXZDTfcgEaNGgVtzGDQmm96ejo2b94cgtkEVmFhIcaMGYPp06f79fp98uRJ/P3vf8dHH33kU5vU1FSfx7Izm82YPXs2brjhBr9+Fzhx4gQGDRqE33//3ad2CxYswF133QUhhE/tHn74YcVxWlqa5veGt1x/BsqyjAcffNDv/qqi9fz/6quvgjZeTdi+fTvKysr8bn/27FkMHz4cn3zySQBn5b+jR4+iX79++PDDD/16Td+wYQN69+6NHTt2BGF2RERERESV9KGeABERERERUaAdP35cM+jQpk0br9p/9tlnuOuuu2C1WhXlYWFhGDZsGPr27YtmzZohPj4eRUVFOHXqFH799VfVB11bt27F2LFjsW7dOhgMBp/ug06nQ48ePXD55ZejY8eOSE5ORlxcHIQQKCgowLFjx7B161Zs3rxZMc+ioiKMHz8ee/bsQbNmzbwe78yZM+jTp4/qg3AAiIyMxFVXXYVBgwahYcOGiI+PR2FhIc6dO4c9e/Zgy5YtSE9Pd9t3UlISunbtCgAwGo04dOiQ4nyzZs2QlJTkcX5t27b1+r5469ChQxgyZAiKiopU59q1a4ebbroJbdu2RVxcHM6dO4ft27dj5cqVqvrLly9HWVmZz4E5O7PZjBtvvBEHDhxwlHXv3h0jR45E69atkZCQgJycHGzbtg0rVqxAfn6+ov2nn36KG2+8EePGjfNr/NosLCzM8dyxO3jwIEwmk+M4MTFRFbpw7aNRo0aKfoqKinD8+HFFvTZt2iAmJkazj0A//0wmE0aOHImNGzeqzsmyjJ49e2L48OFo3rw5kpOTUVZWhuzsbPz555/Ytm0bDh48GND5uLN+/XqMGjVK9SGuLMu46qqrMGDAALRq1QoJCQkoLS3F2bNnsWHDBvz666+KD0iPHDmCa6+9Fjt37kRcXJzP89i7dy+mT5/uCPRGRkZi+PDhGDRoEBo1agS9Xo/U1FT8/PPP+PXXXxVtzWYzJk6ciL/++gvx8fFejZefn4+BAwfi8OHDqnMGgwH9+/fHkCFD0KRJEyQmJqK4uBhZWVnYu3cvtm7dihMnTnjsPzk5GePHj8eSJUscZWvWrEFqaqpPr9t2rmEFvV6PiRMn+tyPLzZs2KAIKDRp0gRfffUV9HrP/9RosViwYsUKfP3119i1axcyMjKg0+nQpEkTdOrUCePHj8f111+vCiW607RpU7z99tv4xz/+AcAW/H7ttdeqFWL015kzZ/Cvf/3LcazX6/HRRx/5/PPfG1rPTX9fp7TeG7mGOAMpkHMHbPM/c+aM47ikpASpqalo2bKl3316sn79elXZsGHDgjJWMF122WVo2bIlTp06pSh/4IEHsH79ejRo0CAo4zr/PPb1Z7Gdp5/5JSUlGDJkCHbv3q0616ZNGwwdOhRdunRBUlIS9Ho9Lly4gB07duD7779HVlaWo67JZMLEiRPRsGFDjB492pe7CMB2P3v27IlOnTqhZcuWiIuLQ1RUFIqLi3H+/Hn8+eef+PHHH1V/nLN69Wo888wzeOWVV7weKzc3F0OHDsXZs2dV59q2bYuxY8cq3s9u2bIFa9asQXFxMQDg888/R8+ePX26f3fffTemT5+uCP4vXLgQN910k0/9ALY/PFm2bJmibNSoUUH7Hgag+Qc3ixcvxujRo3HjjTcGZUzX97S+vp/1hSRJuPLKK3HllVeiU6dOqF+/PuLi4qDT6VBYWIgTJ05gx44dWLdunWIOJpMJDzzwAK644gp0797dbf9t27Z1BFrPnTun+v3R9b27Fk+/+x08eBB/+9vfkJubqzrXp08fDBw4EB06dEBiYiKMRiMyMjKwZcsW/PDDD4o/hDp37hyuvfZa7N6926/3V0REREREXgnxSntEREREREQOgdpedt68eap+EhMTvdqy6cCBAyIqKkq15dMTTzwhzp8/77Htnj17RM+ePVVjT5s2zat5t2vXTowdO1asWLFC5OXledXm1KlT4vbbb1eNOXr0aK/aCyFEaWmp6NWrl6qPsLAw8cQTT4icnByP7a1Wq9iyZYuYNGmSiIiIECdPnnRbV+tr7M32Qu74u8VnWVmZ6Nq1q6ptUlKS+OSTT9y2y8nJEffcc4/mNkZvvPGGV3N23V7WeSuo9u3bi19//dVt2/Pnz6u2LgQgOnbs6NXYgeA6djC3l9XibnteXwRia9jq9PHwww9rPofGjh0rDh8+XGX7Y8eOiVmzZomGDRtW+f3j7/ayGRkZmltA3nvvveL06dMe26akpGg+T8eNG1fluFqPq/P3yF133SXS09M9tk9KSlL1MXfuXK/ut9Vq1dzmWZIkMXHiRHH27Nkq+9i7d6944oknRHx8vNvnxM6dO1VjPP/8817N0VlGRoYwGAw+P87V5br1+ooVK6ps88cff4grr7yyyi3hGjduLL755hshhPr54O7xHD58uKNOVFRUlT+3As1qtaq2aX366ac161Z3e9ny8nIhy7LqfYq/Wztqfc/dddddfvXljQ8++EDzdcVfEyZMUPXn6edodZw5c0bzObtz586gjBds06ZN07w/9erVE6+99prIzs4O6viB2qbdmdbzoXPnzuLnn38WVqvVbbuSkhIxd+5c1etpYmKiV1tULl68WLRu3VrMnj1b7Nu3z6u5ms1msXTpUtGoUSPVz5vt27dX6z7Hx8eLDz/80G2brKwsxe8PkZGRPr8uPfLII6p5Hzt2zOt527366quqsVevXu1zP77Yv3+/kCRJ82f93XffLfbs2RPU8YUIzPtZZ0OHDhUjRowQn376qcjKyvKqTVZWlpg6darqsbjiiiu8Hldry+jqKCoqEp07d1b1ed1114mDBw96bJuRkSHuvPNOVds+ffpUa+tmIiIiIiJPGLojIiIiIqJaIxChu/T0dFG/fn1VP1OmTKmyrcViEVdccYWiXXR0tPjtt9+8Hr+8vFz8/e9/V/QRFhbm1Qd23gbttLzwwguqD428Ce8IIcRTTz2l+WGdL/fbLjMzUxQXF7s9X1tCd3PmzFG1S0pK8vqD0meeeUbVPjw83KtAjuuHbPZL7969vfqAu6ysTPU8BSA2bdrk1dyry3Vchu586+OHH37Q/JD31Vdf9fl+lJaWioyMDI91/A3djRo1StFOp9OJTz/91Ou5Wa1Wce+996ru67Zt2zy203pc7ZeXXnrJq7E3bdqk+gC5bdu2XrVduHCh5vf2559/7lV7Z/n5+R6/p/v166cY57LLLhMmk8mnMV566SXVfIMVOLJzDQyOGDGiyjarVq1ShCe9ucydO9fr0N3333+vqPfWW28F+F579s477yjG79ixoygrK9OsW93Q3dmzZ1Xtmzdv7vfcU1JSVP158zX11+zZs1XjzZgxw+/+nnvuOVV/n332WQBnXOmXX35RjWUwGITRaAzKeMF27tw5ERMT4/Z7UK/Xi8GDB4sZM2aINWvWiMzMzICOH+jQ3Zdffqnq78YbbxTl5eVe9/HTTz+pgneTJ0+usl1BQYHHUJ8np0+fFs2bN1eMefvtt3vVdsOGDar7HBMTI/744w+v2v/zn/90+/Wv6nXp0KFDqjbe/qGRndVqFW3btlX00aJFixoJSN1yyy0efwa1adNGTJ48WXz88cfi4MGDAZ9ToEN31fk9csmSJar7/9NPP3nVNtChu8mTJ6v6mzdvnk99aM3pyy+/rNa8iIiIiIjckUFERERERHSROH78OK655hrF9lAAEB0djenTp1fZ/uuvv1Zs8QnYthoaOnSo13MICwvDsmXLUK9ePUeZ0WjEf/7znyrberv1oZYZM2agd+/ejmMhBD788MMq2+Xk5OC///2vokySJHz11Vc+3W+7Bg0aICoqyud2NclkMuHtt99WlS9ZsgRdunTxqo85c+bgmmuuUZSVl5erHktvJSQkYPny5VVuswsA4eHhmtuO/fTTT36NXV3p6eno1q1btS/r1q0Lyfxr2qxZs1Rl06dPV2xL6a2IiAg0atQoENNS2LFjB3744QdF2dy5c3HHHXd43YckSVi0aBE6deqkKH/55Zf9mtPYsWPx3HPPeVX3b3/7G2655RZFWUpKimobQ1cmkwlz585VlS9YsADjx4/3frIV4uLiPH5PP/zww4rjjIwMfPvtt173b7FY8N577ynKOnToEPStLj/++GPF8TPPPOOx/p49e3DzzTertikGbI9Rhw4d0LJlS4SFhSnOTZ8+HYsXL/ZqTtdccw1atWrlOP7ll1+8ahcIJ0+exJNPPuk4lmUZH374IcLDw4MyXk5Ojqqsqu04PdFqm52d7Xd/VanL809NTVWVJScnB2UL4ZrQsGFD/O9//4Msa39EYDabsWHDBsyaNQujR49Gw4YN0bx5c9x000147bXXsH37dpjN5hqetTYhhOrna9euXfHVV1+pXls8GTFiBGbOnKkoW7x4sWobWFexsbGQJMn7CTtp3rw53nnnHUXZsmXLkJ+fX2XbN998U7OsX79+Xo39xhtvYMCAAd5N1EXHjh0xfPhwRdnixYsV23tWZe3atUhJSVGUPfTQQ26fk4G0cOFCj1tbHz9+HAsXLsSECRPQuXNnxMfHY9CgQXjyySexatUqza1PQ6k6v0dOmDAB48aNU5R98MEH1Z2Sz9LS0lS/v06ZMkXxM9YbL7zwAv7+978ryvx9/0lEREREVBWG7oiIiIiIqM4qKytDWloa1qxZgwcffBBdunTB/v37VfXee+89NG3atMr+5s2bpzgeMmSIKrjhjfj4eDz66KOKsm+++cbnfnwhSRLuuusuRdnvv/9eZbv//ve/KCoqUpQ9+OCDGDFiREDnV5t8/fXXyMjIUJRde+21uP76633q5+2334ZOp1OUvffeezCZTD7P6dFHH0Xz5s29rj9ixAjUr19fUbZr1y6fxw0Ek8mEffv2VfvizYfLdd2mTZvwxx9/KMouv/xyvPjiiyGakTbX18K2bdvi8ccf97kfg8GgCmT98MMPPn0gD9hCTFpBU0/uvPNOVVlV3yNffPEFzpw5oygbOXIkHnjgAZ/G9tatt96KBg0aKMoWLlzodfs1a9aoQkAPPfRQQObmjhACX331leO4W7duGDx4sNv6RqMR//jHP2A0GhXlY8eOxbZt25CXl4fDhw/j5MmTyMvLw4oVK3DFFVc46v3vf//zal6SJCmC4hs3boTFYvH2bvlNCIH77rtP8XN06tSpfodYvFFcXKwqi4yM9Ls/rbYlJSV+91eVujx/rZBNQkJCUMaqKTfddBOWLVuGuLg4r+qnpqbi22+/xbRp09C3b180btwYjz76KP78888gz9SzNWvW4K+//lKUvfnmm34FIh9//HHExsY6jsvKylRB9EAbNWqU4g92zGYztm3b5rFNRkYGVq5cqSjr0aMH7r33Xq/HlSQJCxYs8G2yTh555BHFcXZ2tuJnRFVcf+YZDAbcf//9fs/HF8nJyVi3bh369+/vVf2ioiJs2rQJ8+fPx5gxY9CgQQNcd911WLZsWY38vAm2u+++W3G8efPmGp/D66+/rni/EBcX53dYbsaMGYrjPXv24PTp09WaHxERERGRFobuiIiIiIioVtuwYQMkSdK8REZGomnTprjuuuvw/vvvqz5kjYqKwqeffurV6kynTp1SBTImTpzo97xHjx6t6j/Y/9Dfrl07xfHu3burDIC5flgnSRKmTZsW8LnVJlorIE2ZMsXnftq0aYORI0cqyrKzs7F7926f+/I11KPT6dCzZ09F2ZEjR3wel2qW6/cbYPtwX6/Xh2A22srKyrB69WpF2T333KMKmHrr2muvVfW/detWn/oYNmwY2rRp41ObPn36qMqq+h7R+vr4urqKL8LCwlTf++vWrcPRo0e9av/uu+8qjiMjI3HPPfcEanqaDhw4gMzMTMex68o4rr744gscOnRIUfb222/j66+/Rp8+fRQrQ0VGRuKmm27Czp07cfPNN/s8N+fwX35+fpUrGwbC22+/jfXr1zuOW7dujX//+99BHVPr53pERITf/WmF1lxDkoFUl+dfWlqqKqvO6lK1xdixY7F//36/XuuzsrLw1ltvoWvXrrjrrruQlpYWpFl6tnz5csVxu3btPAaCPYmMjFSt9uz8fR4Msiyrfs5V9bPyl19+Ua00OHHiRJ9X3OvRowd69erlUxu766+/Hi1atFCUuf5scic9PR2rVq1SlI0dO1YVRg+mpk2bYsOGDXjzzTd9XjnYbDZjzZo1uPXWW9G1a9eQrTgdKK6/R6anp6v+ECHYXL+Pb731VkUA1hcDBgxQhaKD/X1MRERERJem2vOvukRERERERAESGxuL2267DTNmzECzZs28arNhwwZV2cCBA/2eg/M2d3Z79uxRfTDlSVFRETZu3Ij9+/fj4MGDyM7ORkFBAYqLi2G1WjXrOysvL0dmZqbbVf4KCgqwZ88eRVn//v09brV0MXBduSE6Olq1Vay3br31Vnz//feq/vv27et1H23atEGTJk18Htv1w9lLYaW4us71wz6DweDXtqXBtG3bNtVKdNV5LUxKSkJ8fLzi+blnzx6fwhD+BCcaNmyI6Ohoxapanr5HhBCqnwNNmjQJ+latkyZNwrx58xzBCSEE3n333Sq3JD958qTqA/7bbrsNiYmJQZsrYFut0VlVK4S6buU9ZcoU1ba6rsLDw7F06VIcOXJEteW7J64/78+fP4/27dt73d5Xx48fx9NPP+04liQJ77//fki2WPd3W0t3bYUQ1ZlOQOZQnbbBmr9Wv9WZe23SokULLF68GC+++CI+/fRTfPHFF5qrR7sjhMDSpUvx888/Y/ny5bjqqquCOFs119fv6q426fo+3vX9sjcOHDiAHTt2YP/+/Th9+jQKCgpQWFjodrVX121Wqwo8aYXyxo4d6/M87e127tzpczudTodJkyZh+vTpjrItW7Zg//796NKli8e277//vio0OHnyZJ/nUF0GgwH//Oc/8eCDD+K7777Dp59+irVr12qGbN3566+/cM011+CZZ57BSy+9VCPb41alvLwcv//+O/bt24cDBw4gKysLBQUFKCoq0lyZTyusfObMGZ9W4q6O06dPq/5ArTrvP2VZRosWLZCXl+co27NnDyZMmOB3n0REREREWhi6IyIiIiKii06vXr0wdepUrwN3gPYWOjfeeGMAZwVcuHDBq3q7du3C/PnzsXLlSp8+8NGSl5fnNnS3fft21Ycu1flwoy4oLi5WrSLVvXt3v1fx6t27t6rM15XuXFeW8Jbr6jqhCt21aNECp06dCsnYdUl5ebnqQ/tu3bqFJKDjidZr4ZQpUxAWFuZ3n66rkHr7WmhXne8Rb0N3x48fR1ZWlqIsmFuE2jVt2hQ33HADvv76a0fZkiVLMGfOHI9bbi5atEgVvq6JsILz9o0RERG4/PLL3dbNzc1VhDgiIiK83ko5IiICL730Em666Sav5+a8NSMA1dczkKxWK+69917Fc/uBBx4IekgTgOZ2mdV5r6DVtjrf71Wpy/PX+p50DnRcDJo3b47p06dj+vTpyMrKwu+//44//vgDu3fvxp49e5CTk+Ox/fnz5zFy5Ehs2rRJtSJvsKSnp6veh/z444/o1q2b332eO3dOceztz63y8nIsWLAAixcvxsGDB/0eH6j6ueW6QneTJk3QsGFDv8aqztdq4sSJePHFF1FWVuYoW7hwocft0i0WC95//31FWefOnf1enTAQIiIicNttt+G2226D0WjEzp078fvvv2Pnzp3Ys2cPjh8/XmWg99///jeMRiPmz59fQ7NWS0lJwcsvv4zly5dX+3eDmnx903r/OXv2bLzxxht+9+kaZPX1/ScRERERkTcYuiMiIiIiolotOjpac+U1k8mE3NxcZGRkqM6tW7cOvXv3xpIlS3D77bd7Nc7Zs2dVZfv27fN9wh5kZ2d7PG8ymfDYY49h4cKFmivZ+cPThy3OWwTaXXnllQEZt7bKzs5WfWDWqVMnv/vr2LEjZFlWfL18/UAnKSnJr7Fdgwuuq4VQ7XLhwgVVyLU2fr9pvRa6bg9aXVW9FroK1PeIp+22Q/l6+MgjjyhCd7m5ufjyyy/dbhVrNBrx0UcfKcp69OihuaVuoB07dsxxu3Pnzh4Dy1u3blW83l599dWqYJwn119/PWJjY1FYWOhV/fDwcMWxu9WkAuHNN99UrPrXtGnTGgtZaAV1Ax1ai46O9ru/qtTl+Wu9Fl1soTtn9evXx0033aQIv544cQKbNm3CqlWr8P3332s+/qWlpbjppptw+PDhGgmWa/3cyszM1Hxd95c3P7c2b96MCRMmBGxr66oCU+fPn1ccd+jQwe+xOnbs6HfbevXq4bbbbsPHH3/sKFu6dCleeeUVt1uDrly5UrUV8aRJkzyOM3HiRJ9X45s1axbGjBnjUxvAFtwdMGCAInxfUFCAzZs349dff8WyZcvcrkT46quvYtCgQVWuBBsMs2bNwr///e+A/fyryT/o0fo+DvQ28b6+/yQiIiIi8kbo17kmIiIiIiLyoFevXti7d6/q8tdffyE9PR3Z2dlYsmSJ6sMio9GIu+66C6tWrfJqnJr4R3hPHyqbTCbccsst+O9//xuwwJ29X3e0VisJ9taEoZabm6sqS0hI8Ls/WZYRFxenKKtqFRhXWqv+0MWnrny/hfq1UEtNfI+E8uszZMgQ1Ypx7777rtv6X3/9tWoVt5raks953EaNGnms6/oButbKoJ7odDr06NHD6/qu4af69ev7NJ63jh07hmeffVZRtmjRItXPgmBJTk5WlbluL+8LrbZaYwRKXZ6/1srBOTk5l1TovXXr1pgwYQKWL1+O1NRUPPHEE5rh29TUVLzzzjs1Mqea+LnlvIqblnXr1mHEiBEBDQl5eg8PqF/zXFdA9kV12gJQbRteVFSETz/91G19159xUVFRuPvuuz2OkZKSgn379vl08fU9uSdxcXEYNWoUXn31VZw8eRJffPGF21XVn3322Rrfpvvhhx/GzJkzAxo4r+o5GEi18f0nEREREZE3GLojIiIiIqI6LSkpCRMmTMDevXsxfvx4xTmLxYI777zTq60vtcJYNWnevHn47rvvVOVNmjTBlClTsHTpUvzxxx9ITU1FXl4eysrKIIRQXNatW+fTmAUFBaqymJgYv+9DXaC1YlJ1V8Rxbe/tqkx0aakr32+hfi0MlVB/fVwDC9u2bVNtR2znumVffHy816u6Vpfzdr1Vhcxcww4NGjTweTxftkpMTU1VHPuyqp4vHn30UcUH93feeSeuvfbaoIylpX79+pBl5T/pZmRk+B3Yd33cAN8ed19p9a21wpG3anL+WiuJGY1G7N+/Pyjj1XbJycl45ZVX8P3332tu6fvBBx/UyDxC/XMrNzcXt912m2ordVmWMWLECMydOxc//vgj/vrrL1y4cAFFRUWwWCyq9/G+bq3q+n6zOu9nq/teuHfv3qrVVt1tL5uSkoJffvlFUXbHHXdUO/hXk2RZxm233YZ9+/ZphsP//PNPbNu2rcbms3TpUs2Qa1JSEu6//3589NFH2LRpE06dOoXc3FyUlpaqnn8nT56ssflqCfX3MRERERGRv7i9LBERERERXRTCw8PxySefIDMzUxE+KygowP33349ff/3VY/vIyEhVWWlpKSIiIgI+V1fnz5/H3LlzFWV6vR7z58/HI488Ar3eu1/dfP3rfa3ARHVWm6kLtLa5cg6R+MO1vbuttOjSVle+37ReCw8dOlStrefqglB/fe666y5Mnz5dsZXbwoUL8d577ynq/fXXX4ptTe1tg7kdqDuuwa9Q27Fjh+O2TqdDq1atgjJOenq64njr1q3o1q2b1+21Vl5699138e233yrKevXqpRlaCgsLQ+PGjRVBNZPJhPT0dM2V2KqitUVisB47d32fPn3a7/5qcv7NmzdHvXr1VNvIb9++3adVGS82I0aMwAsvvIBnnnlGUX7kyBGcPXvWr+elL7R+bj311FN4+eWXgzqu3b///W/V6qO9evXCZ599hnbt2nndj6/v42NjYxWr3VXn/Wx13wsDtq3SnVer279/P7Zs2aLYohWwrQzqugpcVVvL1laJiYn4+uuv0aFDBxiNRsW5X3/9Ff369Qv6HEwmE5588klV+dNPP40ZM2Zofn9oCfUqcFrz/OGHH3DNNdeEYDZERERERN6rXf86RkREREREVA16vR7/+9//VOGJ3377DV9++aXHtlor4gRySyJPVq5cqVodY968efi///s/rwN3gO/z1dp+7WJfZUBru0jX7bl8YbVaVStkJSUl+d0fXbzqyvdbKF8LQynUX5+YmBhMmDBBUfbZZ5+pXl+0Vg6qybCCc7ivqlCi6+utayjFG760WblypeN27969a2y7V1+3PNRamS0zM1NVLyUlxe2YWiuuearvidZ2mMEM2QZy7oB6/pGRkWjevLnf/VVlyJAhqrLffvstaOPVFVOmTNF8z3r06NGgjx3qn1tffPGF4rhZs2ZYu3atT4E7wPc5JyQkKI6dQ9u+qk5bu1tvvVW1rbfrz6zy8nIsXrxYUda7d2/07Nmzyv7Xr1+vWp2tqss999xT7ftVlZYtW2LMmDGq8iNHjgR9bADYsGEDMjIyFGVTp07F3LlzvQ7cAaF/rxfq72MiIiIiIn8xdEdERERERBeVpk2bYtasWaryZ555BiaTyW07ra3IqrPyii9ct1hKTEzE1KlTfe7nxIkTPtVv1KiRquxi3yKtXr16kCRJUXbo0CG/+zty5IhqS79gbWlIdVu9evVUgYTa+P0WytfCUKoNr4cPP/yw4vWpuLgYn3zyidtjABg0aBAuv/zyGpujc6g4LS3NY13X1a127tzp01hWqxW7d+/2qu769esVr+V///vffRqrrtEKqPzxxx9+9bVlyxZVWTBXbWvatKlqq+HTp0+rQiPeSE9PV70+de3aFTqdrlpz9EQrXPPtt98iMzMzaGPWBfHx8Wjfvr2q3HVVwGAI5c+tQ4cOqbZH/uc//+nzVqkmk8nnbZZdv4+qE/I6fPiw323twsPD8cADDyjKli9fjuzsbMfxsmXLFMcAMHny5GqPHWquW+sCNfPcB9S/R+p0Ojz77LM+9+Pr75GBdqm+/yQiIiKiuo+hOyIiIiIiuuhMnjwZrVu3VpSdOHECH374ods2ffv2VZVt3Lgx4HPT4rrqTd++fWEwGHzux9cP3Hv37q0KAW3evNnnceuSqKgo1So7e/fuhcVi8as/5+0M7bxZrYMuPWFhYaogy969ewOypVsghfK1MJRat26t+sBXK4wUTO3bt8fVV1+tKHv33Xcdt7VWvqvpsILzz9ajR4+qtgh01q9fP0WIcO3atT6tWvPjjz96tfqS2WzGo48+6jgOCwvDxIkTvR6nLrrqqqtUZb///rvP/VgsFtV7h4YNG2qGpwIpUPPXajNo0CC/5uStsWPHqgJVJpNJcyvgS41W0MyXFZv91bZtW9Uqw1u2bPH7vZ0vtFau1Hp+V2XPnj0oKyvzqY3r+820tDS/w5+7du3yq52rSZMmKUKvZWVlipXtXFe+S0xMxPjx4wMydiiF6rkPqJ+D7dq10wywVcXf4HagXKrvP4mIiIio7mPojoiIiIiILjphYWGYMWOGqvzf//43ysvLNdtorYqzYsWKgM9Ni+tKCP5sT3rhwgWsW7fOpzaxsbGqENDWrVurtc1bVbQ+gKqJD0WdDRgwQHFcVFSEH3/80a++li1bVmX/RHau2xKazWbVtnShNnToUNX36erVqz2uFHqxGDx4sOI4PT0dv/76a43O4ZFHHlEcHzhwAJs2bQKgDOABtlWOxo4dW2NzA5TbjhYWFuKvv/5yWzcpKUnxM6akpASzZ8/2ahyTyYSZM2d6VXfKlCmKVQkfeOCBoG4vunfvXp+3OHS+uG6tCAAzZ85U1Vu/fr3bOQwZMgTh4eGKst9++83nLZF/+ukn1TbBI0eOVK0IG2jXXHONqmz58uU+96PVRqvvQIqOjlat5gUA8+bNw8mTJ4M6dm2nFfjyFP4J1HtCWZYxfPhwRVlRURF+/vlnn/vyldZqZv68j//yyy99btOvXz9V2TfffONzP0Dgfudp1qyZajXIRYsWQQiB/fv3q8LsEyZM8GkL1NrK1+c+oH7++/v7UCB+jzSZTPj222/9Gj9Q38ddunRRrd64ceNG1cqIRERERES1DUN3RERERER0UbrzzjvRrl07RVlqairef/99zfqdO3dW1d++fTt+++23oM3RLjo6WnHsz3ZE//3vf31eIQMAbrrpJsWxEALz58/3uR9vxcbGqspcP/APtpEjR6rKXMMs3jh58qQqrFevXr2gbstHdZvr9xsAvP766zCbzSGYjba4uDhVOPDs2bOqbU0vRlpfn2C+Hmq57rrr0LJlS0XZu+++i+3bt6u2Wr3//vsRFhZWg7MDBg4cqDheu3atx/pTpkxRHL/xxhtVrghmsVjw0EMPVbkdbVFRESZMmKD4ud60aVPN0P3FJiYmBtddd52irKysDB9//LFP/SxatEhVdvvtt1drbt4YO3as6rn7zTff4Pz58173kZmZqQqJNG7cWBWeDYann35atbJVYWEhJkyYoNpyvjqsViveeOONgPUXTKdOndLcntJ15WlngXxPeMMNN6jK5s6d61dfvnB9Dw/4/j4+Ly8PH330kc9j//3vf1cFnj744AOPK5Bq2bt3r8/bf3viGh5PSUnB2rVrNd9rT5o0KWDjhpLW74tt2rTx2Mb1+e/vcz8Qv0d+9tlnfm3xDQTu+1iSJFVgs6SkBG+++aZf8yIiIiIiqikM3RERERER0UVJp9NpfvA+d+5ct+G0Z599VlU2ceJEn7bD88dll12mON6yZYtPW07+9ddffn+wOHnyZMTFxSnK3n///aCtDhIbG6v6gFDrQ9pguummm1SP+erVq/HDDz/41M/UqVNVYamHHnrIr62B6dLQr18/1daHf/31l9cretWU5557TlU2bdq0Gv9erWm33HKLKiDy008/uQ1rB4Msy6otY5cvX46XXnpJVe/BBx+ssXnZ9ezZEzExMY7jzz77zGP9f/zjH4pAuxACDzzwAMaPH4+dO3cqwiFGoxE//vgjBg4cqLkanF16ejr+85//oHPnzvjf//7nKI+OjsbKlStVK+VcrLS2Fn7llVe8Xu1u8+bNWL16taKsTZs2miv/BlpSUhJuvfVWRZkvqxsCttUBXVfgfPDBByHLwf/n7uTkZLz++uuq8k2bNuHWW291u6qyL86dO4dRo0YFLXSXn5+PpUuXBmy1Ya33oT169FC933KWmJioKvP358xtt92Gtm3bKso2bdqk+XUKJK375+t76EceeQR5eXl+je0aUtq1a5dP4VshBKZOnerz2J4MGzYMnTt3VpTNnz8fS5cuVdXr0KFDQMf21hdffOH3VryuNm/ejA0bNqjKR48e7bGd6/Pf3+e+63Pw6NGjOHXqlNftMzMzMW3aNL/GBgL7ffz000+rfk+cN28etm3b5ld/REREREQ1gaE7IiIiIiK6aN1xxx2KrfAA24f17lY1u/POO1X1T548iWuvvRbp6el+zaGgoACvvPKK6oMmZ1dddZXiuKioCC+++KJX/Z86dQpjxozx+wPe+Ph4PProo4oyIQRuu+02j1vbuXP+/HmUlJS4PS/LsuqDuJ9++imgK8NUxWAwaH7AePfdd+PgwYNe9TFjxgysWbNGURYREaFa1YnIlbsw8H/+8x+f+yovL8e5c+cCMS2FwYMHq4I3ubm5uOaaa3Do0CG/+iwrK8OiRYv8up81RafTaYavp06d6tfWfwUFBX6Ftu+//35EREQ4jo1Goyocdc0116hWxKsJBoNBsaLUjh07VCvwOQsPD8fSpUtVH6J/+eWX6N27NxITE9GxY0e0bdsWCQkJGDVqlOLD9fvuu0/Rbty4cWjSpAn+9a9/ITU11VGelJSEb775Bt27d6/uXawzhg8frtpeMiMjA5MnT67yZ2pOTg7uvfdeVb1nnnkGOp3Oq/GXLFkCSZIUF9dVMj15+umnVWMtWrRI9VzXsmrVKtUqfQkJCQEPD3ly77334o477lCVf/311xgxYoTfW81aLBYsWrQIV1xxRVC3Ry0tLcVdd92FTp06YcmSJdUKCi5YsADvvfeeqlzr8XHWrFkz1YqB33//vV9z0Ov1mu+dn3zySc0VHb21ZcsWj/eje/fuiiAyALz55ps4e/asV/3PmjULn376qd/z++c//6lZtmPHDq/aT5s2Db///rvf47vz8MMPK45/+eUXFBYWKspCucrdkiVL0KpVKzz22GOKnyW+OnToEMaPH69aXfCKK67AlVde6bGt6/kDBw74NRfX3yMB4KmnnvKqbXZ2Nq677jq/Vsez07qf/n4ft2nTBvfee6+izGg04oYbblBtTewti8WCL774QvP9HRERERFRIDB0R0REREREFy1ZljVXTZk3bx5KS0tV5TqdDsuWLVNtk7Nt2zZ0794d77zzjldbuJrNZqxduxYPPvggmjdvjqeeespjMObmm29Wrcwyf/58PP/88x63nfz888/Rv39/x2oCrivWeev5559XfXCfl5eHkSNH4umnn/Zq1Zzt27djypQpaNmyZZXbww0YMEBxfOTIEUycOBGnT5/2ffJ++te//oVu3bopyi5cuIAhQ4Z4DNfk5eVh4sSJqlWnANvzqnHjxoGeKl1khg8fjscff1xRJoTAv/71L4wbNw5Hjx6tso+TJ09izpw5aNmypWqL40BZsmSJ6vl87Ngx9OnTB3PnzkV+fn6VfQghsGXLFjz22GNo2bIlJk2aVOtXy7vvvvtw8803K8rKy8tx++2346GHHkJaWlqVfRw4cABPP/00mjdvjv379/s8h+Tk5Cq3+NRa5aym3HnnnYrjOXPmeKzfp08ffPnll5pb4ebn5+PIkSM4fvy46ufyK6+8grvuuktRlp2dreqjX79+2LNnT42s0FbbvP3226rg2pdffolx48a5XTnr0KFDGDBgAI4dO6Yo79OnD+65554gzVTt8ssvV21DKYTA2LFj8eGHH2pukSmEwPvvv6/6HgWA2bNnIykpKWjz1fLRRx9h2LBhqvKNGzeiY8eOmDp1qupxdiczMxNvvvkm2rdvj0mTJmk+14Ph2LFjuPfee9GoUSM8+OCD2Lhxo9dbnv/5558YO3asZvCrQ4cOVYYgJUlC//79FWVr167F9OnTfdpq2O6OO+5QBXbMZjMmTZqEm2++2evX47Nnz+LNN99Ev379MHDgQKxcudJtXYPBgBtvvFFRlpubi+HDh3scLz09HXfccYfi9xR/3scPHjwYEyZMUJQVFhZixIgRHle8y87Oxp133ukIwkdGRvo8tid33323x/vTqFEj1eNW00pLS/HGG2+gZcuWuPrqq7FkyRKvg/J5eXl4+eWX0bdvX82A5YIFC6rsw/X3IavViltuucXnrX6vueYa1e+uX331FSZOnOhx5fSff/4Z/fv3d4zn7++RV1xxhart3LlzsWTJEs3ft6vyn//8RxXky8zMxJAhQ6r8ndrZvn378Nxzz6Ft27a4/fbbsW/fPp/nQkRERETkDUlo/QsGERERERFRCJw6dQqtWrVSlA0ePNivFdfsrFYrunTpgr/++ktRPn/+fLdb6axatQpjx47V/NAxISEBgwcPRt++fdGgQQPEx8ejuLgYeXl5OHPmDHbt2oU9e/agoKDA6/EAYMKECYpt8uyaNm2KcePGoUuXLoiJiUFOTg6OHDmClStX4vjx4456UVFReO2111RBjHXr1nm18szZs2fRp08fZGRkqM5FRkZi8ODBuOqqq9CoUSPExcWhsLAQmZmZ2Lt3L7Zs2aJYmeHkyZMeV2DasWMH+vTpo3mufv36qF+/vmqL1l69euGDDz5Q1V+/fj2GDh2qKPP2Ph86dAh9+vRBUVGR6lzHjh1x4403om3btoiNjUVmZia2bduGlStXqlbqAGxbSK1atQqSJFU5bsuWLRUBwwkTJmDJkiVVtnP1wgsvqFZ1qYlf8V3vo8FgUK1e6K9JkyZVufJJIB6/6jxvAtGH2WzGiBEjsG7dOtU5WZbRq1cvDB8+HC1atEBSUhLKysqQk5ODAwcOYMeOHYoPDhcvXuwxKDNkyBDFtme+vKbu3LkTQ4YM0fzQNjo6Gn/7298wYMAAXHbZZUhMTERpaSny8vKQnp6O3bt3Y9euXargyMMPP4y3337b7ZiB+NrY+ftcKSgoQP/+/TVXvjQYDBgwYACGDh2Kxo0bIzExEcXFxbhw4QL279+PrVu3KoKT/s59165d6NWrl+a5Fi1a4MSJEzWyjaYWIQQ6d+6Mw4cPO8p+++031dfN1aZNmzBp0qQqVxRt1KgR3nnnHdx0002azwe7/v3748knn8QNN9zg1WtvbbFkyRJVMGjmzJl44YUX/Orv5ZdfxvTp01XlMTExuOOOO9ClSxckJyfj7Nmz2LhxI9asWaNa4S4+Ph67du1CmzZtqnU/fH3PVlZWhv79+2Pv3r2qcx06dMBtt92G1q1bQwiBEydO4IsvvtAMsV1//fX47rvvQvI8KCsrw/jx4/Hdd9+5rdOqVStcffXVaNmyJerVq4ekpCQYjUZcuHABx44dw9atW7Fnzx7NrV5btGjh01aR3jp37pzbrV8jIyPRs2dP9O7dG40bN0ZycjLi4uJQUlKCnJwcHDx4EJs3b1a9t7aLjY3FL7/8gr59+1Y5j2XLlqm2Gra77LLLkJSUpFopc8yYMZg1a5ZmG6PRiKuvvhqbNm3SPN+1a1cMHjwY7dq1Q3JyMmRZRl5eHrKzs3HgwAHs2rULx44dU7yfio6O1nyvaHf06FFcccUVqu2OZVnGNddcg2HDhqFp06Ywm83IyMjA+vXrsXbtWsXqgvfddx+OHz/u18/r3NxcdOvWDWfOnFGda9euHcaOHYt27dohJiYGmZmZ+OOPP7B69WrFfXr11VdVv6dU53UJsK0S6+7n/XPPPaf5Byw15ZprrsFPP/2kKpckCe3bt0ffvn3Rvn17JCcnIykpCVarFQUFBThx4gT27NmD9evXw2g0avb95JNPYt68eVXOoaysDE2aNNEM+sXGxqJx48aKVW/ttF4vZ86cqfk9kZycjFtuuQU9evRAYmIi8vLycOLECaxevRp//vmno55Op8MHH3ygek2v6j2m3cMPP4x33nlHVa7T6dCsWTPExsaq3rPMmjVLtT2y3alTp9CvXz/NLYDDwsLQv39/XHXVVWjatKnj9TQvLw/nzp3D3r17sWvXLtXvtKNHj/ZqJVUiIiIiIp8JIiIiIiKiWuLkyZMCgOIyePDgavf71VdfqfqtX7++KCoqcttmw4YNolGjRqp2/l7mz5/vcY55eXmiY8eOfvVtMBjEmjVrxLp161Tn1q1b5/XjdObMGdG1a9dq39eTJ09WOdY999zjU5/ungfVvc87duwQDRo0qNb9HTt2rCgtLfV6zBYtWijaT5gwweu2zmbOnKmaS00I1PeE1mXmzJlVjh+Ix6+6z5tA9FFaWipuv/32aj9mixcv9jjO4MGDvfpecufPP/8U7du3D9jX+OGHH/Y4XiC+NnbVea7k5OSI4cOHV/v++jt3IYTo16+fZp9z5szxu89A+fjjjxVzateunSgoKKiynclkEp9//rm45ZZbROvWrUV0dLSIjY0VHTp0EDfddJP4/PPPRUlJiaP++vXrRUxMjGjRooXo0aOHuP3228XChQvFoUOHgnn3gmrx4sV+vfZ58uijj/r9HI2NjRWbN28OyP3w5z1bRkaG6NChg9/zHzRokMf3czXBarWK+fPni4iIiIC9VgIQjRs3FkuWLAnKnDMyMgI6V/slOTlZbN261et5WCwWn19rq3otLy0tFffdd1/A7lN0dHSV9+Pdd9/1u/9hw4aJsrKyav28TklJEU2bNvVr/PHjxwur1aoqr+7r0qFDh4QkSap+dTqdOHPmTLX6rq6RI0cG5fn/7LPP+jSPJUuW+DyGFqPRKAYNGuTXnCVJEosWLdL8Pbyq95h2GRkZPv/eXFXfZ86cEX379g3Y12b06NE+fW2IiIiIiLzF7WWJiIiIiOiiZ18pzllWVpbHrX8GDRqE3bt3484771Rt3eYLSZIwdOhQXHXVVR7rxcfHY+3ataptXqvSuHFjrF27Ftdee63fc7Rr1qwZNm/ejKlTpyI8PNyvPuLi4jRXZXD17rvv4tFHHw3ZSk12vXr1wh9//IGrr77a57bR0dF48cUXsWzZMq/uM5GziIgIfPbZZ1iwYAEaNGjgVx96vR7JyckBnpnSFVdcgR07duCRRx6p9vO8d+/eGD16dIBmFlyJiYn48ccf8cILL6i2bfNWRESE39u1AVBtvQnYVtq7//77/e4zUO666y7FiqXHjh3D/fffX+Vqm3q9HuPHj8dXX32F48ePo6ioCAUFBTh8+DBWrFiB8ePHK7Y5HDx4MAoLC3Hq1Cns2rULn332GSZNmoSOHTsG7b7VRW+88QbefvttREVF+dTuyiuvxNatW1XbHNakRo0a4Y8//vB5q0lJkjBp0iT8/PPPiI6ODs7kfJjLtGnTcOjQIfzjH/9QrczmqyZNmmDOnDk4duyYauvQQElMTMRLL72EHj16BKQ/WZbxwAMP4MiRI16tcOfcbvny5bjjjjsCMg/A9tr74YcfYunSpWjdunW1+mrQoAGmTJlSZb2HHnoI77zzjuY22p7cd999+P777/1+323Xpk0bbNiwAQMHDvSp3ZQpU7B06dKgrBLZsWNHDB8+XFU+evRoNGvWLODj+WLq1Km46aabfH7NdKdbt274/fffMXv2bJ/aTZgwAR988IHf7zPsDAYDVq5cieuuu86ndgkJCfjqq6/w4IMPVmv8Ro0a4bfffkPPnj2r1Y+zZs2aYePGjXj++ecRHx9frb46deqE2267LUAzIyIiIiJSYuiOiIiIiIguepIkaW6P9Oqrr2puFWp32WWX4ZNPPsGxY8fwf//3f+jUqZNX48XGxuK6667DG2+8gZMnT+K3337z6gPIJk2aYOPGjXj77ber/JCwRYsWeOmll3D48GEMGjTIq3l5Izo6Gm+99RaOHTuGxx57DO3atauyTVRUFEaNGoX3338f6enpaNSoUZVtwsPD8cYbb+DUqVN45ZVXMHbsWHTo0AHJyck+f2BZXa1bt8Yvv/yCn3/+Gddff32VH963bt0ajz32GFJSUjBjxoyQBwepbnvkkUdw4sQJvPLKK+jTp0+VzydZltG3b1+89NJLOHXqFK6//vqgzzEuLg4LFizAqVOn8Nxzz6F79+5ePe8jIyMxfPhwzJ07FwcPHsT27dsxatSooM83UPR6PWbOnImTJ0/i+eefR5cuXaoMJoSFhWHIkCF4/fXXkZaWVq1Ai9b2smPHjkXDhg397jNQJEnCokWLFK/Xy5Ytw+OPPx7CWV3aHn74YRw5cgT//Oc/kZSU5LFu165d8d5772H37t0B2x68OhITE/HNN9/gp59+wsiRIz3+sUN4eDjGjRuHbdu2YeHChdUOKwVSy5YtsXTpUpw6dQrz5s1D//79YTAYvGrbpk0b3Hvvvfjll19w5swZPPPMMwELBGkJDw/Hc889h127duHMmTP44IMPcM8996Bdu3ZeB7AMBgN69eqFl19+GSdPnsR7773nVxA8ISEBn376KQ4fPowXXngB1113Hdq0aYPExESvHz8t//jHP3D06FF8+umnGDVqlNfBps6dO+Of//wnvv/+e6SlpeGVV17xqt3kyZOxe/du3HbbbR7nHRYWhuuvvx4bN27Ehx9+GLDncOvWrbFp0ya8//776N69u9t6sixj+PDh+O233/Df//63Wn9cVBWtn2OTJ08O2njeGj16NFasWIELFy5gzZo1eOqppzBw4ECf/rigWbNmeOihh7Bhwwbs3r3b58Cj3f3334+0tDQsXrwYd911F7p3744GDRooAujeiI+Px8qVK/Hpp5+q/tjMVYMGDfDEE0/gyJEjGDdunF/zdtWpUyfs2LEDGzZswP/93/9h6NChaNq0KeLi4vx+joWFhWHWrFk4ffo0Xn75ZfTv39+rULPBYMDAgQMxc+ZM7NixAwcPHsRdd93l1xyIiIiIiKoiiar+BJWIiIiIiIgcMjMzsXv3bly4cAHZ2dkoKipCdHQ04uLi0KRJE3Ts2BEtWrQIyIoRR44cwY4dO5CVlYXi4mJER0ejadOm6NKlCzp06BCAe+Od06dPY//+/cjKysKFCxdgsVgQGxuLhg0bokOHDujYsWONB+WCyWg0Ytu2bUhNTXU89snJyahfvz6uuOIKtG/fPtRTpItYbm4uduzYgczMTGRlZaG0tBTR0dFISkpC+/bt0blz52qtnhbIee7cuRPnz59HdnY2CgoKEBUVhdjYWFx22WXo0KEDWrduHdQP80Ph3Llz2L17N86fP48LFy7AaDQiJiYG9erVQ4cOHdCpU6eABWWeeeYZzJ07V1G2fv16DB48OCD9B8Jbb72FRx99VFH2yCOP4M0332QgOYQsFgv27NmDAwcOIDMzEyaTCdHR0WjZsiV69eoV8lWmqpKXl4dt27YhJSUF+fn5AICkpCR06NABffv2DWoYLdDKy8tx4MABnDhxAhkZGSguLobVakVCQgISEhLQqFEj9OjRA4mJiaGeqkNJSQlSUlKQkpKCrKwsFBYWoqyszPEan5CQgPbt26NTp0516v2f2WzGnj17cPr0aWRnZyMnJweyLCM2NhaJiYlo164dOnbsiJiYmGqPVVxcjC1btuDEiRPIycmBJElISkpCu3bt0Lt374CMUZWUlBTs3bsX6enpKCwsRGxsLFq3bo1+/fqhXr16QR/fYrGgVatWSE1NdZS1bt0aKSkpQVlZLxCsVitOnz6NlJQUnD17FgUFBSgqKoJer0dsbCzi4uLQrFkzdOnSpVZ9z2o5c+YM/vjjD2RmZqKgoAARERFo3LgxLr/8cq/+iKC2Ki4uxo4dO5CRkYHs7Gzk5eUhIiICsbGxaNCgATp06IB27dpVK7BLREREROQLhu6IiIiIiIiIiIhqEZPJhObNm+PcuXOOsk6dOuHgwYMhnJW2+++/Hx999JGi7Nprr8WSJUtQv379gI5VVlaGWbNm4e9//zuGDh0a0L6JiChwVq1ahTFjxijKXn75ZTz11FMhmhEREREREVHg8U9OiYiIiIiIiIiIapFly5YpAncAMGXKlBDNxrP33ntPtT3d999/jy5dumDp0qUI1N/7btiwAV27dsXcuXMxbtw4pKSkBKRfIiIKvAULFiiOIyIicN9994VoNkRERERERMHBle6IiIiIiIiIiIhqCavViq5du+LAgQOOsvj4eJw9e7ZGtiT0h8ViwZQpU/Dee++pznXv3h3Tpk3DuHHjfN6K0mKx4Ntvv8Wbb76JTZs2Kc516tQJe/bsQXh4eLXmTkREgbVjxw706dNHUXbffffhww8/DNGMiIiIiIiIgoOhOyIiIiIiIiIiolpiwYIF+Oc//6komzZtGubPnx+iGXnvrbfewpNPPony8nLVuYSEBIwZMwbDhg1D//790bp1a+j1elW9tLQ07NixA2vXrsV3332Hs2fPqurExsbigw8+wK233hqU+0FERP4xm80YOHAgtm/f7iiTJAn79u3DlVdeGcKZERERERERBR5Dd0RERERERERERCFWUlKCt956CzNmzIDJZHKUx8bG4sSJE6hXr14IZ+e9vXv34oEHHsDOnTs91tPpdGjUqBFiY2Oh1+tRUlKCjIwMlJaWemw3atQoLFy4EC1atAjktImIqJqOHDmCxx57DD/88IOi/Pbbb8dnn30WolkREREREREFD0N3RERERERERERENWzGjBlYuXIlACA/Px+pqamwWCyqevPnz8e0adNqenrVYrVasWTJEsyZMwcnTpwISJ/dunXD7NmzMXr06ID0R0RE1dOtWzcAttf89PR0ZGdnq+rExMRg//79aNWqVQ3PjoiIiIiIKPgYuiMiIiIiIiIiIqph99xzDz7++GOPdYYOHYq1a9dCluUamlVgWSwWfPPNN/j444/x888/w2g0+tQ+KioKo0ePxqRJkzBs2LAgzZKIiPwhSVKVdT766CPce++9NTAbIiIiIiKimqcP9QSIiIiIiIiIiIhI6e9//zuWL19eZwN3gG0L2XHjxmHcuHHIz8/Hpk2bsHnzZhw4cADHjx9HZmYmiouLYTabER0djQYNGqBNmzbo3r07/va3v2Ho0KGIiooK9d0gIiIfhYWFYf78+QzcERERERHRRY2hOyIiIiIiIiIiohALDw9Ho0aN0Lt3b9x555244YYbQj2lgIqPj8d1112H6667LtRTISKiAJMkCTExMWjTpg2GDRuGSZMmoV27dqGeFhERERERUVBxe1kiIiIiIiIiIiIiIiIiIiIiIiIiL9Xd/SmIiIiIiIiIiIiIiIiIiIiIiIiIahhDd0REREREREREREREREREREREREReYuiOiIiIiIiIiIiIiIiIiIiIiIiIyEsM3RERERERERERERERERERERERERF5iaE7IiIiIiIiIiIiIiIiIiIiIiIiIi8xdEdERERERERERERERERERERERETkJYbuiIiIiIiIiIiIiIiIiIiIiIiIiLzE0B0RERERERERERERERERERERERGRlxi6IyIiIiIiIiIiIiIiIiIiIiIiIvISQ3dEREREREREREREREREREREREREXmLojoiIiIiIiIiIiIiIiIiIiIiIiMhL+lBPgKgqeXl52LBhg+O4WbNmCA8PD+GMiIiIiIiIiIiIiIiIiIiIiIgolMrLy5Gamuo4Hjx4MBISEmpkbIbuqNbbsGEDbrzxxlBPg4iIiIiIiIiIiIiIiIiIiIiIaqlvv/0WN9xwQ42Mxe1liYiIiIiIiIiIiIiIiIiIiIiIiLzE0B0RERERERERERERERERERERERGRl7i9LNV6zZo1Uxx/++23aNu2bYhmQ+4UFRVh+/btjuM+ffogJiYmhDMiIro08PWXiCg0+PpLRBQafP0lIgodvgYTEYUGX3+JiEKDr791Q0pKCm688UbHsWvGKJgYuqNaLzw8XHHctm1bXH755SGaDblTUFCAc+fOOY47deqEuLi4EM6IiOjSwNdfIqLQ4OsvEVFo8PWXiCh0+BpMRBQafP0lIgoNvv7WTa4Zo2Di9rJEREREREREREREREREREREREREXmLojoiIiIiIiIiIiIiIiIiIiIiIiMhLDN0REREREREREREREREREREREREReYmhOyIiIiIiIiIiIiIiIiIiIiIiIiIvMXRHRERERERERERERERERERERERE5CWG7oiIiIiIiIiIiIiIiIiIiIiIiIi8xNAdERERERERERERERERERERERERkZcYuiMiIiIiIiIiIiIiIiIiIiIiIiLyEkN3RERERERERERERERERERERERERF5i6I6IiIiIiIiIiIiIiIiIiIiIiIjISwzdEREREREREREREREREREREREREXmJoTsiIiIiIiIiIiIiIiIiIiIiIiIiLzF0R0REREREREREREREREREREREROQlhu6IiIiIiIiIiIiIiIiIiIiIiIiIvMTQHREREREREREREREREREREREREZGXGLojIiIiIiIiIiIiIiIiIiIiIiIi8hJDd0REREREREREREREREREREREREReYuiOiIiIiIiIiIiIiIiIiIiIiIiIyEsM3RERERERERERERERERERERERERF5iaE7IiIiIiIiIiIiIiIiIiIiIiIiIi8xdEdERERERERERERERERERERERETkJYbuiIiIiIiIiIiIiIiIiIiIiIiIiLzE0B0RERERERERERERERERERERERGRlxi6IyIiIiIiIiIiIiIiIiIiIiIiIvKSPtQTICIiIiIiG5PFhBP5J3A09yiyS7MhIAAAEiTbtSQp6kuQHGWe6jiXO47d1fdQz37bbV2XY2/6VNSXqq7jXNebPj09HlX26e1jVsXYzo9HpD4S0YZoxIbFItoQDb3MX8mIiIiIiIiIiIiIiIjqGn7CQ0RERERUw4QQyC7LxtGcoziSewRHc23XJ/NOwizMoZ4e1aBIfSRiDDGICYtBrCEWMWExjlCevTzGYLvEhsUqjmPCbGXhuvBQ3w0iIiIiIiIiIiIiIqJLCkN3RERERERBZLQYcSL/BI7k2MJ19ktOWU6op0a1QKm5FKXmUmSVZvndh0E2KAJ69lX0VME9p2Cfa3AvUh8JWZIDeM+IiIiIiIiIiIiIiIguXgzdEREREREFgBACWaVZtlXrnAJ2p/JPcfU6CiqT1YTc8lzkluf63YcEqTKg5xrKM8QiOizabWDP+Zjb5RIRERERERERERER0aWAn4gQEREREfmo3FKO43nHHQG7Y7nHcDT3aLVCT0ShJCBQaCpEoakQKPa/H/t2uV6ttOdmZb5wXTgkSQrcnSMiIiIiIiIiIiIiIgowhu6IiIiIiNwQQiCzJLNyW9icitXrCk7BIiyhnh5RrROI7XL1st62up49iOeyup5WUM/1OMoQxe1yiYiIiIiIiIiIiIgoaBi6IyIiIiICUGYuc6xedzT3KI7k2raIzS/Pr/G56GU9Wsa1RLguHAICgC0A6My13HEMoa6rUcenPl2OvenTUddxVXWf9vJg9GkvdzdvX/uk4DFbzQHZLjfaEK0O6dlX2nMK8rlbkS86LBoG2RDAe0ZERERERERERERERBcLhu6IiIiI6JJiX73uSM4RRcDudMFpWIW1xudTP7I+2ie2R/uk9rbrxPZoFd+KYZ9aTiuYWFWQzyqsKDWXoshYhEJTIYpNxSg0FqLIVIRCo+3Yfq7IWIQiU5Hj2nHeVFSzd7SOEhC2x6+aj1eELkK10p49pGcQBmSVZiFSikSEFAFdug4NSxoiLiwOsWGxjqAfV9wjIiIiIiIiIiIiIrr4MHRHRERERBetUnMpjucddwTs7KvXFRoLa3wuBtmAtglt0S6xHTokdnCE7JIikmp8LlR9kiTZriFVFHjXLkIfgcSIRL/HtQqrI5xnD5UVGgsVx0XGIkeYTzO4ZyyCWZj9nsOlpMxShrLSMlwovVBl3RXbVqjKZEl2rKYXFxanCOQpboc7nTPYjmPDYhGhi3A814iIiIiIiIiIiIiIqPZg6I6IiIiI6jwhBDKKM2zBOqcV7E4XnA7JtqANoho4Vq3rkNgB7RPbo0V8C65eR9UmS7IjqOUvIQTKLGWK1fTsq+tprr7nJthXZikL4D27OFmFFQXGAhQYC5CGNJ/b62W9IqznHNRzPlYF+sLjEGuIhUHH1xwiIiIiIiIiIiIiomBg6I6IiIiI6pQSUwlS8lIUAbtjucdQaKr51evC5DC0TWyrCNe1S2xXrZXMiIJNkiRE6iMRqY9EfdT3ux+T1YRiY7Hb7XAVK+1pbKlrD/mFIhhbV5itZuSU5SCnLMev9pH6SMXKeaoV9jysvhcbFsutcYmIiIiIiIiIiIiI3GDojoiIiIhqJSEE0orSHNvCHss9hqO5R3Gm4ExIQjoNoxqiQ1IHRcCueVxz6GW+paZLk0E2ICEiAQkRCX73YRVWlJhKFCvrua605xzSc91Ct9hkC/2ZrdwuV0upuRSl5lKcLz3vc1sJUuXWuOGVW986H7sL7cWFxSFSH8mtcYmIiIiIiIiIiIjoosVPCImIiIgo5EpMJY4tYZ0vxabiGp9LhC4CbRPaon1Se8cWse0T2yM+PL7G50J0sZMlGTFhMYgJi0Gj6EZ+9SGEQLmlXHulPY0tdF3r2bfQLTWXBvje1W0CAoWmQhSaCpFenO5ze72k19wK1x7aiwuLU4X4nIN8YbqwINwrIiIiIiIiIiIiIqLAYOiOiIiIiGqMVViRVpjmCNUdybVtD5tamBqS+VwWfRk6JHZAu8R2aJ9kW8GueWxz6GRdSOZDRL6TJAkR+ghE6CNQL7Ke3/3Yt8u1r6ZXaCxUr65nKnRsqZtXkoe0C2koF+UoFaUw6UwM7jkxCzNyy3ORW57rV/twXbhqu1vnlfRcQ3yxYbGIM8QhLjwOMYYYvo4TERERERERERERUVAxdEdEREREQVFkLMKxvGM4mnNUsUVsibmkxucSqY+0rV5XsWpdhyRb0C4uLK7G50JEtZOv2+UWFBRg3bp1juOhQ4ciMibSsfVtgbEABcYCx+1CY6HjUlBegAJTgeO2vY7JagrSvat7yi3lyCrNQlZpll/tow3R6hX2nMJ6WoE+e1m0IZpb4xIRERERERERERGRRwzdEREREVG1WIUVZwvPOlatO5pjC9ilFaWFZD5NYpqgXWI7dEjs4AjYNY1pylWPiCjoDLIBiRGJSIxI9Kt9mbmsMpjnFNpzDe65O2cV1gDfo7qr2FSMYlMxzhWf87mtLMmINkQjxhBTeR1mu44xxCDKEOX2XLQhWnHRy/xnFyIiIiIiIiIiIqKLEf/1l4iIiIi8VmgsxLHcY5UBu9yjOJZ7LCRbKkbqIxXhuvaJ7dEusR1iw2JrfC5ERIFg3ya3flR9n9sKIVBiLrGtouduhT03q+8VGAtQbCoOwj2qm6zC6nhsqitSH6kK8ClCe2Ex6oCfIdoR5LOXhevCufoeERERERERERERUS3C0B0RERERqVisFqQWpjq2hbWvYJdenB6S+TSNaepYtc4esGsa2xSyJIdkPkREtY0kSY7V1S7DZT63N1vNKDYVq1fRc9r+VivEZ79dZikLwr2q+0rNpSg1l+JC6YVq9aOX9I4gnmqlPZcV9+zPA+dz9nBflD6KK78SERERERERERERBQBDd0RERESXuPzyfBzLPeZYue5o7lGk5KWEZPW6KH2UI1RnD9i1S2yHaEN0jc+FiOhSopf1iA+PR3x4vF/tjRajdyvslWtvmWsW5gDfo4uLWZiRX56P/PL8avcVpY9SBvPCNFbac3POXhZtiEaYHMbV94iIiIiIiIiIiOiSxdAdERER0SXCYrXgdOFpx6p19oBdRnFGSObTPLa5I2DXPsl23SSmCVevIyKqg8J0YagXWQ/1Iuv53FYIgVJzqWrLW29W2CsoL0ChqfrbwF5KSswlKDGXIKs0q1r96GW9esW9MO2V9rS20nXebpc/+4mIiIiIiIiIiKiuYeiOiIiI6CKUX57vCNUdyTniWL2u3FJe43OJMcQ4VqxzrF6X0A5RhqganwsREdU+kiQhyhCFKEMUGkU38rm9xWpBsblYsYqeaoU9D6vvhWJl14uB2WpGXnke8srzqt2XcwhPtYVumMZWuvb6YcpV+Aw6Q/XvGBEREREREREREZEXGLojIiIiqsOEEMiyZCHDkoFzlnNYs2UNThSeQGZJZo3PRYKEFnEt0C6xnW172MQOaJ/UHo2jG3P7OSIiChqdrENcWBziwuL8am+ymFBoKlRsf1tsLkaRsQjFpmIUmZyujZXHinPGIm6RWw32x/M8zlernzA5DDFhMYjSR6nCelGGKETqI91eIvQR2uW6COhkXYDuKREREREREREREV0sGLojIiIiqoMulF7AtynfYvmR5UgrTqs8UUNZu1hDrGNL2A6JttXr2iS04ep1RERU5xh0BiTpkpAUkeR3H0IIGK1GVVBPK6xX1TmuvOc/o9WInLIc5CAnoP2G68JVobwIXQQiDZGI0kdVHusjEWmIVB1H6aMqjyvK7McR+ghur0tERERERERERFQHMXRHREREVEdYrBb8kfEHlh9djg2pG2pkRR1ZktEirgXaJyoDdo2iG3H1OiIiogqSJCFcF47wyHAkRyZXqy/7drklphIUGYtUYT17sE+1Cp9GiM8iLAG6h5e2cks5yi3lyC/PD0r/ipCexqp79mNHwM+H8+G6cL5nIyIiIiIiIiIiCgKG7oiIiIhquXPF5/BNyjf45tg3yCjOCNo4cWFx6JDUQRGwa53QGpH6yKCNSUREREqK7XKj/e9HCIFyS7nbQJ5ixT2trXQrzhWbirn6XpCVmktRai5FbnluwPuWILndOtddgM8e3vPmvEE2MNRHRERERERERESXJIbuiIiIiGohs9WMTWc34etjX2NT2iZYhTVgfcuSjJZxLW2r1lVsEds+sT0aRjXkh6ZEREQXCUmyha0i9BGoF1mvWn2ZrWb16nrGIhSbizWDfJ5W4wvkexqqmoBwhPqCQSfpFME8VcBPV7nlruu2uxE6pwCfIVK1BW+kLhIGnSEo8yYiIiIiIiIiIqouhu6IiIiIapGzhWex4tgKfJfyHc6Xnq92f/Hh8Y4tYdsntkeHpA5oHd8aEfqIAMyWiIiILgV6WY/48HjEh8dXqx8hbAEwewivxFSCIlORKqynWIXPzblyS3mA7h1Vh0VYHF+rYNBLelWgL0wKQ0lRCcIQBr2kx5ZdWxATEYMwXZhtm2dduOO2P2VcvY+IiIiIiIiIiLzB0N0lpqysDFu2bMHhw4eRm5uLsLAwNG3aFH379kXr1q1DPT0iIqJLksliwrrUdfj62Nf4I/0PCAif+5Aho55cD10bd8XlDS53BOzqR9bnh4ZERERUK0iShChDFKIMUaiP+tXqy2Q1VYb2tLbHNRaj2GwL69kDfmWWMtuqbybbym+O4yCuBEfVYxZmFJoKUWgqdFvnzzN/BnzccF04wuQwr4J6gQr7OcrkML5/JyIiIiIiIiKqAxi6C4EXXngBL774ot/tJ0yYgCVLlvjUJisrCy+++CKWLFmC4mLtvz7u2bMnnn/+edxwww1+z42IiIi8dyr/lG1Vu+PfIacsx68+mkY3RWdLZ/QI64EYOQZDew9FXFxcgGdKREREVLsYZENAVt+zE0IoQnhlZmUgz/Xi63muzFe3lFvKbV8zU2jGD5O9D/b5u5qfp/5kSQ7NHSciIiIiIiIiqkMYursErF+/HrfccgsuXLjgsd6uXbtw44034u6778b777+PsLCwGpohERHRpaPcUo61p9fi62NfY8e5HX71YZANuLrF1RjXbhzaR7XHhvUbAjxLIiIiokuLJEmObUyDwSqsKDOXocRcohnKsx9rnfcm4Ge0GoMybwoNo9Vo+5qGKPRnD+VVK+wn+xcKNMgG6GRdaO44EREREREREZEPGLq7yP3++++49tprUVqq3CYlISEBrVq1Qm5uLlJTU2GxWBzn/ve//6GoqAjLly/ndhZEREQBkpKbgq+PfY1VJ1Yhvzzfrz5ax7fGze1uxvVtrkdiRCIAoKCgIJDTJCIiIqIgkCXZsbVuMJitZkc4zzncpxnws5ShxFSiOLZvuavYdtdeZimF2WoOyrypdjJZTTBZTSEL/cmSDINsUFz0sh4GnUaZbIBep1eVOS469+WqsirGcVfOkCARERERERHRpYmhu1rg1VdfRdeuXb2u37hxY6/q5ebm4rbbblME7lq0aIE333wTY8aMcQTqzp49i9mzZ2PRokWOeitWrMDrr7+Oxx9/3Ot5ERERkZIQAutT1+OjAx9hb9Zev/qI0EVgRMsRGNd+HLrV78ZAPBFRoAkBCCtgtQDCAljNFbcryqzminL7bVu5XJiP+JJTti4gQc46CJTGApJsu0CquO167Xpeow5c6rq25c8CInKhl/WICYtBTFhMUPo3WU2OIJ7zNrxVbatbZQCw4tgiLFVPgi4ZVmGt3OK3DnAOCSqCfG4Cf3qdHgZJO/jnbejPm3EMOgP0kro/hgSJiIiIiIiIAoOhu1qgZ8+eGDJkSMD7nT9/PtLT0x3HrVq1wu+//64K7TVt2hTvvvsumjdvjmeffdZRPmvWLNx7771ITEwM+NyIiIguZvaw3cJ9C3Eo55BffXRI7ICb29+M0a1HIy4sLrATJKKLkyM8ZnYKkFlcbjsFyLyua3UJowWirlbIzZe61Zm71eVx8C/oEQNgiHPBkQB8DX2iFdrTCvN5CvvJgITAhQEB9+d9CiF6Oy97ALGqebk+Dt48Xjrbtayz3Za1jnWALLsc65zaap3T6sO5XKsNQ5YUegbZAEOYISjvS4UQlaG+KkJ8peZS5BXn4ciJIzAJE8wwo17DerDKVhgtRkdQy2gxotxa7ihzPsdV+yjQ6mJIUCuM5024z/nYtb6n0J9e0kMn66CTdNDLevWxrIdO0kEn67w6p5f0kCWZf5RGREREREREIcXQ3UUqKysLCxYsUJS9//77HlfJmz59On766Sds3LgRAJCfn49XX30Vc+bMCepciYiILhZCCKxLXYd3973rV9guUh+Ja1tdi3Htx+Hy5Mv5AQJRXSEEYCoFSnOB0hzbdUnFtXNZaR5gMQYouKbRTlhD/UhQjRIVX3euDnXxk6oO+zmH9rwNBsqym5CfF314HM9TueRhLh7KvQpAuil3G4C0z4fvt0JNkiSE6cIQpgtDfHh8lfULCgqwLmOd43hor6GIi/M+DGixWmC0GhVBPJPFpAzsuQT1HGVWjTKteh7Omawh2rOVqIJVWGEURhitxlBPpdqcA3o6WWdbya/itruAnyPA5+ac67X9vH2VQOcAoM9hQY2+3fXjri7/nYCIiIiIiKj2YOjuIvXFF1+gqKjIcTxo0CAMHz7cYxtJkjBz5kxFvY8++gizZ8/mL/NEREQeVDdsd0XyFbi5/c0Y1WoUog3RQZghEXnNHp7TCs0pypwuJTlAHVnZhIjqImEL18IMMGMZeK7BQ62QnlbIUBHw8xAO9KqsJsatCBn6NG4gx9DVmoCjTtYhUo5EpD4yJONbhdWrcB5Df0RVMwszzJZLa/VKnaTzKujnT+jQcd5DXbPRjJNlJyHDttJg7olcREVGQSfpIEsydHLFteThWnZ/3ps6ns7zcwwiIiIiIqpJDN1dpL777jvF8f333+9Vu6FDh6JVq1Y4efIkAODcuXPYunUr+vfvH/A5EhER1XXVCdvFGmIxuvVojGs/Dh2SOgRphkSXMFOZyypz7oJ0ucoyc1moZ05ERDVJWCu2rGYQKdgEJAhJByHJEBUBPduxLZjnvswW8BP2EJ8A+pSU2vqBDHH2LRTp9ZUBP8V2zbIiCCjZV1uUZEiOsKEMqaJ/SbLdVp6rvJYq+pLsdWVdRV2nlSMdc9Aul2UdIiQZEa7bWSvmbZ9nNKCPBcKc74/LRXFf7Ss4upZXjmOFgFFYUS5MMFrNKLeaK65NKBfmKkN//ob9nPsgIv9ZhAUWYQFqySLXa/atCfUUFCRIqgCgxxBgFSHB6gQJfQkbVjWfQPThbi6u4yguFeFKWZIhQWKokYiIiIjIBUN3F6GioiLHFrF2I0aM8KqtJEm4+uqr8f777zvKVq9ezdAdERGRk+qE7bo36I6b292MES1HhGx1DaI6xVzuYbtWN6vPleQA5tJQz5yIiIicSBCQhBkQ1e9LsZks8/I+kQFEVFzcsUKGgASrpKsIS8qwQgbst+2BR0eQUrIdV5RDUp6Dvb0UBosUDpMkwyhJKJdkGGUJRkmqOAbMEmCSJJghwSxJMEkCZgkVx/bzgBkCZsBRZgZgkgQssNcXMEHADHtZ5bG9zARrxbEVZlF521Rb0kxE5DMBAbP9Zw2/lQPOHmq0B/HsYTxZsoXz7OE95zJ7eM85zCdJkiLQ5+gTsrKdVvivop4v83BupzUP53bOc/Y0D3v/7ubhaRwZtnCk1uOkmL+7x8S1DBrzd35MKgKTzo+7vcz5vOs5IiIiIqoaQ3cXob/++gsmU+VfaLdq1QqNGjXyuv3AgQMVobu9e/cGcnpERER1lj1st3DfQhzOOexT2+HNh+OhLg+hU3KnIM2OqJYzG6vYrtU5SOcUoDMVh3rmRERERJcUuSKpohMVe1oHIChZlwjYdvO2hf9s17ZLZSDQftskSTABFQFB2217uVkCTJAU7c1w6cupjeq2on3FGC5jmwEYJckWbiQiCjJFqJEueorAnmuAz+XYY11vw35ejGM/dszPpW9ZkgEJlQFJuBw7t3WZi+s5rbrOQUnnubmO683j4tU4To9heVk5jpQfQUXvKD1diqioKEiwvQdwjOvUh+oaEmz/96GeS79ac3U3vutj4qme4j5XMb7z18F+rFnP5bFUjO/mMXHul4iIyBsM3dUS5eXlOHHiBLKzs2EwGJCcnIzGjRsjKirK574OHVKuuNO5c2ef2rvWd+2PiIjoUiOEwG+pv+Hdfe/6Fbab1HUSOiZ1DNLsiGqY2QiU5XnYrtW1rKKusSjUMyc/CEnn2JLPvt2ftWJrQCtsK91YoYMFtmMLZJihg0VIMEOGWdgvEkxChslaeW0UEsxCdrQ1Q2frQ8iwQILFpV/bsWS7LVzHrLxt78sCGVahPFfZj0uZ0D6naus0rv2cgATJtp4PKtb5sa8PBAlw1JIlATjOV56THPXdt3XtW5ZsYQhH34o6PvQtafQNZd/KPuxtbf0o+paqnrfzHNV9V1xLGn0r5i0c981z34AsqR8D7b6dj21tdLBCJ1kd/dmenVbFteK2xE8eiYguFhJs/2iuFxWv7aL2v8bbQ4KKAKBTaM++gqBzaM855OcuFGiCU1vNY2VI0Lm94rYkwQLAUnFtb0NERLWXVVQsF1n7fwxemnaHegIXP82gIgBoBRyBirCevdy5vVTx7xmy47ankKN9bFT04zwXe3+2MigDjY4+4VTHJeDomCcUx6514Nq3JLsdDy7zVtZR9u+4Ny5lnuYoudwXOD8mzo+hp3Zu7lsg2qnmpNHO0+PuXObcj9Z8nPtx9KtVR6Oup69/lXW06nqo48t999Sfa5lXj49G3ere9+KSYqSYUhx1Y8/HorOuMxpFe7/oFV3cGLqrBR5++GGcOHECZWXK/TD0ej169uyJUaNGYcqUKahfv75X/R05ckRx3KxZM5/m41r/9OnTKCsrQ0SEp40niIiILj4M29FFzWKqDMS53a7VOUhXUddYGOqZ1w3hcUBkYuUlKgmISAAMkbYQm6wHnAJttjL7bX3FbVmjrux03haAM1ollFmAcouEcquEMjNQZgFKzbbyMjNQYhYosUgoNQOlpopjk4RikxXFJqDEDBSZBIqNAkVGgSITUGISMFq4J1PABPKDCn7oUQsJzXBeZUBPOAX0PAf4ZDd1qwr+yZKooq77ObjOXRkodD+uqp1mXaEqs4c+VWNpzFsv8XWIiKgqOgA6IWzbBteBkKCdFbbAoD2UZ5Zsq/dZJAkWCbDAFtqzoPLY7HRtdiq3VIQBncN9lXWVx9p1ta8tFXMyS9pzcL62SJVbIbvO2d6flWFDIiKiOkFU/E/1bzB1560WUd3k+B6TnP7rdOxyvvKo4lhot9Ou63Ls2qdQj/HF+mW4NbYfnrjtDY93gy4dDN3VAgcPHtQsN5vN2LZtG7Zt24Z58+Zh2rRpmDlzJnQ6ncf+zp8/rzhu2rSpT/Np2LAh9Ho9zGYzAMBqtSI7OxtNmjTxqR8iIqK6imE7qlMsZs8rz7lbfa68INQzrxvCYoEop/BcZJIySOdaHpUERMQDOoOiG7PFiqyichSVmVFqsqDEaEGpseLaZEGp0YwSxbH9dmV5maKdrZ8ykzlEDwwRKdnW4rNCrrqqL/9Az3/MB2B7dFWBRHchRMn5fGWwT1K1s60aqQ4EqseQIVQBSAnq0KBzW/s83PbnElassj/nMsm1P3W40TmMqf0YCFVdrthIRDVNrrgY6tCqgtVlDxpanAKGjqAh4BTQs4f4lMFAt8cuIUTXUKLWsWMMl34tFasYWlyChxbJqR0Aa8Vt2zVgrejPWlHXdl9t551vWwBuiUxEly4BONZecroN4bQak+O25Ah8aB87B0IkN2VQ9K0ssx1DMRd7GTTGdjqnqONUJuAylmsZXMaTNMoqxnGao+RSp3I8lzkrxtO6H/Z+XMoUY3l6HCvvg/ZjWfmYVN4P11W4NMqcQkTKUSqDQa6PoW0sl/vu9lzlf13vh+I+KQJITq2EuxYe5u5c7hSCcg4xOZcrvwe0x9F+ftrHcJmh6nmgfjwkrblrjV1Rrjrj5r67C4cp3/1ofb3UtVy/8qp2TnNzbacslVyuq6rnoZ1Axft2CZVPgKqO7TfV9SpXnBPqa2ELwDoN7DQ3rXLnoKxLuadrUXksvBjDkJgC3AYiAAzd1RmlpaV46aWXsGnTJqxatQoxMTFu6xYVKbfuio6O9mksSZIQGRmJwsLKVUxc+/TX+fPnkZWV5VOblJQUxXFRUREKCvghcW1TXFzs8ZiIqC4QQmBTxiZ8dPgjHMs/5lPbQZcNwr0d70X7hPYAUGM/q/j6exESVsi5JyDnnYZUlgepLBdSaV7l7bI85YXhOa8IQzREZCJERIL6oihPrCwLV4fn3CkuNyM9vxznUouQUZCNjPwyZBSUIyO/HBkF5ThfWA7rxf8ZIlWDBECWAFmWIEuS7bYkQZYl6CTb72k6pzLHeedrWYJOkiBJgE6WlG002trqoLKNUz/2Ns79KK5llzZOfWvNwd38teZgbyu7zMfjHFweE7dzcB5box+p4pwk2f69zfHPaU4hAEcuwOmccDnn3EZotIFLG9dxhFNlxT/vOZ/XGM+1XDgduBtP8W+RHsZR/JOjp/Me7rfreFr329fHynUeHu+DEI7XYmvFbSGEo1+r1m17PVTW1azndNvet6WiDE5lin5c+6yYp8exvWhjm4vT2HDqy+m8qh+rAIQFEBVbOgsLIKyQrBZIsNreowgLJGEFhAUSBCRhqycJW3gPFbftx87nJTiX2Y4lWKFznBeQYIFcMY6trn3bZ+1AYuUW3s4hxcqtpO0BSed29u2kbWFH5wCiqBhHudW069bT9q25nUOUztt9O89LUU9yX899uX17ciK6WFyKQUMtAvagnlNAT6oI7sFToK/yvCLk51zXvqqgc9/O5VrnK/pTzEOrb+d5VDG2p3HU99HHeWj0zVUU/SQqohL2kIyQYd+KrrLMfiwry13OKesqQ1MSZJdzskb/tnKtfnyZnz24opiHI2RTsUWkc1BKyHAOvLiGgpz7REXbyvsGx2NRORcA9j4d7WG7z07jwGkelfcHLn2p69nvi3JeyvaK+m7GcZ6vBNlxfysDOxqPFWTFfVb35flxkbz5Iy265FT+bitcLlDeFlrlyjJ1Xxp1nf/Bwd2Yjt+nqxhTc04udUXlsVD14zyec1tP83a6v1pjVvkYOM9bOaZQjOepH9fx1OeVc4OH/qBRX/k+Uajqu/Tt/NgKdd/aY7rOzd15D+0uYQapCfMqtUyg8kz+YOguRCRJQv/+/TF69Gj06dMHnTp1QlJSEmRZRnZ2Nnbv3o3Vq1fj448/Vmw7u379eowfPx7fffed2xXvXJ9Q/mwLG6zQ3TvvvIMXX3yxWn1s374d586dC8h8KHi2b98e6ikQEXlNCIFDpkNYV74OGZYMn9p2NnTG0IihuKz0MqTtSUMa0oI0S+/w9bfu0VnKkVByAsnFx5BYfAxJxSkIszA86Y5ZDodRFwOjPhomXQyM+hgYddEw6WNg1MXApI+GURcNoz5GcV7Ibn71MVVcHL8jF1VczjqqWAVQaAJyyoHccgm59msjkFNxXGrhBxx1iUESMOiAMBkIr7gOk4Ewnai4rjgnAwYdEC4LR5nz+TCdgEGyheUkySk453Tb+VqSbB+yatWt85+R2T85DTBrxYUo0Oyhh1qh8nO8OkBXcfEulB5I9nCj/bMWx8chwuXazW2LsK0Y5Usb+7hWlzHt4U1bPcl9X1X073qfrKj8jMQ+jhAVIwjbK6IEAVhtAUFb5YrAoqg4ttevCC3aohgV5RWBR/usHWFHYX+1FZBFZd/2YKTk1KfsNKZs70vYQoL2Me0hxcpz9lClUxsI6ITV0a/OHsgEKuaMijaVAUbn+dnDk/a+ZOf741xmb+fSl7KOslx2KpcARQhSWceqGEeGgOQUrlSe0x5DRuV9ZtCSLiUSnD6cUv61QEjmEwy213in73Yhuz8Wyvi14ljonF5FbOccx8L51USGRcgVoT4dLJBhqYidW+znnde5FTIsku26ch1fjVdGofUKJlWMLSleydTnbGWABCEqz6OiDlzqQNhvV9QTUuVtxXn7Odt553OS6znH7cr+nOswBEV1nTJkVfG+D7DdVgRp7OdsF6EIHblc3J0TziEn79s4xvS2jaqd/V8F7OVOx3A6dpwTFWeF0+Pg/WPkCDgJ5WNW1byFl4+D+kJEdY3FYsG6detCPQ1ycubMmZCNzdBdCIwYMQJ33HEH2rdvr3m+cePGaNy4Ma677jo899xzGD9+PDZv3uw4v2bNGrzzzjuYOnWqZnvnkB4AhIWF+TzH8PBwxXFpaanPfRAREdUFqeZUrCpdhXRLuk/tHGE73WVBmhldrCKM2UiqCNclFx1FXOkZyJdgpMQshylCcZUhuWin8FxMRXm049oqB/5DfqMFyDVWBupyKgJ19nBdnhGwiDqThrgo6CShEXADwuTKUFy4S/jNXj9cBxgcdYRGH7agGxER1S32wLLtIJQzcVUTH5RJqAw8kp3rx6cB69clDOkalnSt41zuCGRq1PFU7hrsFNbKoCNE5QfjUsWH5PaQpf0j5crApbViMk4fIjtdSy7ljv4cH1bbgpP2sSo/IK4sB4Tttkt/kr0ctnIh4AhIQsARgISoDFba+kXleE7npYr7phjXcaxsIzvm6hLadL4vEBVblTmHOu3nURE+VZY7922PFCnKHW2d+7LXrbgPQhkQrewfmuWK4KlwGccp2uQcf4KqvfaY9hApnOpUzsWpbyEqzupgDynBKegFoXPMAkIGpIrefAiHKY41w2g6L+pKyjGgq+aYWgE4nUsATta8j46QmqJfvmYHiuTmNtVtytCX/Y8ErKoyoVFWWc/pnLBCKOo4n1e2E57GdGonPPblqZ5Wu4p6LmWuY1bW06rj/K4n0O+AiIiIyB8M3YXAgAEDvK7btGlTrF27FsOGDcMff/zhKJ89ezbuv/9+REVFqdq4rmxnNBp9nmN5ebnHPomIiOq6Umspfin7BTuMO+C00VmVGLYjX0jCjPjSM0gqSkFi8TEkFx9DpCkn1NMKKLMUpgzI2VeeqwjKOYfmnFeis8q+/2GIP4QAiszaq9TllkvIKQeKzfxne19JUK/8Fu4SfgvTWEHOvqqcwXFbux8dFxsgIiKiEKkdAU/nFZwokITLtU9tXXIPQkiKvIbtvOSSd5RczleUVWZENI61+pYUfbj2XZ35KPquqENEgSUUgSl7oKryIpyPXW4LeHHOpb/Kc1qhLmWAS2iUua3nJuymCMl5Wc+/V2IiIqLagD/DqBJDd3VAREQE/ve//6FTp04wm80AgPPnz+Pnn3/GjTfeqKofExOjOHZd+c4brivbufbprylTpuCWW27xqU1KSoriftq346Xapbi4WLGlYZ8+fRAdHR3CGRERaRNC4Ne0X/Hu/neRbcz2ut3gxoNxb8d70S6+XRBn5zu+/tYypbnQZ+yBLn0HdOm7oDu3F5K5bqwYLHThEBEJEJGJtuuIBIiIRI0y5QWGSAC2jwTDKy41yWi2IrOwHOn55ThXUI6M/DJkFJQjI78cGQW2snLzpfmXvxEGGZF6GZFhOkQadIg0yIg06GzlBl1FuUuZobK+vSxKo12YToJU5/dDrR6+/hIRhQZff4lqL6tVwGoRsJqtsFgErGYBq8UKq8V2TlgFhEXY6lXUVZbBcVvY+3K6XVkGZZnLeWGFRplLPaexrE5zUI4LRVt+tkYUHEKxOpgyQOY2jOZ16Mx5xTBLRYjMot2u4rZwbQMBCNu1cOrDudzWp9Dsr/JCREREF4N60Q0xdOjQUE+DnBw6dChkYzN0V0e0bdsWY8aMwYoVKxxl3obuiouLfRpLCBG00F2DBg3QoEGDavURExODuLi4gMyHgic6OppfJyKqdVILUzFn2xxsTt9cdeUKVze/GpO6TkKHpA5BnFng8PW3BgkBZKcAqduAM1uB1O3AhSOhnhWgCwMik4CoJCAyUX1xlCcpyiRDZK3bpkUIgfxSE87mliI9z3ZJyytFel4Z0ipuZxWWV91RLRWmlxFlD8SF6RAVpkOUQe8IvUWFVZbb6ug1ynSIspc79ROh10HmHqo1iq+/REShwddfutRYrRWhNrMVFrOAxWyF1WKFxWS7bbFYK85XnKu4tji1sVqU7Z3rOfq2OB8LZXunOlazFRaT7bawMpVGVJOEI/xlrQh/WSBExTEsjjIIe8jMucxaESCrOHaEyZxDZ54CaRoBOU/n3PRXueoZERERUe0judySJAktr2zOf4eoZQKVZ/IHQ3d1yPDhwxWhuyNHtD/UdQ21nT171qdxMjMzHSvqAYAsy6hXr55PfRAREdUmJosJS/5agkX7F6Hc4l1Ap66F7agGGEuA9D22kF3qNlvIrjQneONJOiC6nks4zjlAl6QdpDNE2vbEqgNMFisyC8qQlluK9HxbmM4esEurCNmVGC2hnqZPZAloGBeBxgmRaJwQiSYJkWiSYDtukhiJpKgwR6hOzz1UiYiIiGolBtuIqHL1NY2gmscya0XIzekYZo2Qm2s9S0UQzaWtPUznOG921OPqaUREVBPsu11Ikn3ni4prCZActyWn85V1Heec20gSJEmuuC07lcu2WJMsK9pX9q9sozgny8p5yDIgSZCd2trKnNo7t5Flx7FtHAmSbG8nAZLTeVm2/fO71jwk53NQPlb2+2p7gCofK7nifiseX6c+Kh4/23k4HgfXrwNc51LRp/JrIyn7lJV92/vU7AO2x0TVh/221n1GxdfC9T4rHjNbn5XPDUl1n6EY2/19djxfq5iv42vs6WtUoaCgAOvWrXMcDx06lIE7UmDorg5p1qyZ4jgrK0uzXocOynDAmTNnfBrHtX6LFi0QERHhUx9ERES1xe7M3Zj1xywczz/uVf0hzYbgkW6PMGxHQEF6ZbgudRuQsQ+wmqtu56+IBKBZX6B5X9t14+5AWN3eKq2wzOQIz6XlVYTrnFasyywoQ137zDDSoEOTRI1AXUXIrlF8BAwM0xERERF5RQhb0MxstMJstNhCZgy2EV301IG2irCZS/jMEUrTKnNZ0c19mTI4p11mhfOqcI4+iIhIky10ZAsjOW7bQ0qyrjKI5BJkkmWnAJMk2Y4lyRGykiv6glx525t+lWEoSWN+kpv5uutHu19ZlivCV05zragvO80Psuy4b45+7H26zs8e8pJdQkJO9Z2DRYpwl6puZSBLqy3sYzvaOIWeJKf5qQJRRETkDkN3dYjBYFAcm0wmzXodO3ZUHB88eNCncVz3O3btj4iIqC7IL8/Hf3b9ByuOrai6MoDG0Y3xbL9nMajpoCDPjGolixk4/xdwxmkVu3zf/nDBZ/XaA8362AJ2zfoByW0Bue6EtSxWgazCcqTllSAtr8wWpHNapS4trxSFZUEMKQZJ/djwihBdhCNI53ydEGXgPzYRERHRJcFiqQzD2S6Vxyb7scmiqGNy3FZem1zLTJV1uasgUc1xbEcqzADMEBXXtmOL7VjrnDBDoPKcY7tSxdak1oo66q1NVcE2rtBGREEi63SOIJXsuNY5HTvd1ukcddzXryjTuZbZ2qr6dFNfdmojuZbpNM65tC8rK8OBA385Vpzq1r07oqOjFSE1R6jNeZUv59CYr+Ezp0CYa2iMiIiIbBi6q0POnTunOK5fv75mvcsvvxwGg8ERyjt16hQyMjJw2WWXeTXO5s2bFcfdunXzfbJEREQhIoTAqhOr8OqOV5FbnltlfZ2kw92X341JXSYhyhBVAzOkWqE0Dzi7E0jdagvZnd0FmIqDN54+EmjS0ylk18e2JWwtVmI0O1ao0wrUncsvg7mOrQASppcrAnSVgbrGCZFo6rRKXYRBF+ppEhEREXkkrAJmk5swW8W1yTkoZ3Iucw3ROQfllH1Y69h7PaLaTBIWSMIKyVpxLSyA1QxJmABhhCzMQMVtCBNgNToF3JzDbibHym9CWGwhN9i2LRUVwTbHRbJdWyUBAeG4BrMSRHWOrNND1uk0LnrIOltITNbrK651tmtdZZjLc+hLK1DmPqimFWrTCqqpQ206z6E2NyE45XjK21r35WJVUFCAk3lFjuOmna/k9oZERES1AEN3dcjvv/+uOHbdbtYuNjYWgwYNwq+//uoo++WXX3D33XdXOYYQAmvXrlWUXX/99X7MloiIqOadzD+JOVvnYNu5bV7V71q/K2b0n4H2ie2DPDMKKSGAnBMVK9hts61ml3UYQV1SI/ayiq1i+9kCdo26ADpD1e1qiBACF4qMjq1f0/NKcda+9Wu+LWCXW6K9qnJtlhQdhsYJEWgcH4kmiZGqlerqxYTxr3GJiIgoaFy3SnUXdHMbfjO5huc0Vo4z2bZAJbpY2EJolspQmuPaCtlebq0ss5+Xtdo4BdpkVX8WZd9WZTmEy1amFUE2q7A4wmuqIJtUUSrBEWqzSoBVhu3afpElWCQJVlmGWZZglSRYKq7hze8nEhiUI3JDkuTKkJnjWit8phVWcylzbquTNerotctVY8sac7C31Rrbc79cWYyIiIio9mLoro7Iy8vD119/rSgbPny42/pjxoxRhO4+/PBDr0J369atw8mTJx3HDRs2RN++ff2YMRERUc0pt5Tjwz8/xAd/fgCTteqgUGxYLB7r+RhubnczZOni/QvIS5apDEjfU7lNbOo2oORC8MaTdECjKypWsKu4xDf17sOTICkzWXAuv8yxKl2aS6AuPb8MRnPd+rBWL0u4zEOgrnFCBKLC+OsNERERadPaKlV7lTitLVKdylTBOG6VSrWUsEK2miELMySrGbLV4nTbXm6BbDVBFhbIVjMkYTsnVdSVK+raypV1ZGGBZDU5btvamSvaWRy3bX25D9Zp/dYkAFglyRFWs8i2wJrFqcwqS7DIsiPA5lpmliVF2M1iP3Yt8zUAB7niQlS3yDpbIEyvN0DW66HTG6DT66EzVBy7C6J5KtcKmVUVJHPtVxFYcw7JuWvvVH6Rr2xGRERERLUfP5WqI6ZNm4a8vDzHcVhYGEaNGuW2/vjx4/HMM8+guNi2TdrGjRvx22+/YdiwYW7bCCHw4osvKsruvfdeyPylhYiIarFtGdswe+tsnCo45VX9a1tdiyd6P4F6kfWCOzGqOYXnlAG79L2AF+FLv0XEA00rtolt3hdo3AMIjwneeC6EEMgrMTkCdY6tX/NtW8Gm5ZbiQlF5jc0nUOIi9I4QXZPEyq1fm1Rc6seGQyfzL7uJiIguBRaLFcZSc8XFgvISk+261ISC3GIUHAuD1SxBWIDN509CEjK3SqXQcBNscw6guQu22W5bNINtzuE455CbMtjmLhxX0a8I3h/ZWAFYdDLMFSu3KW7LMswG2XZdcWyRDbD+P3v3Hd5mea4B/NaetiXvkeXtJCRkOMuQCZQyQigUSkLnKS0d9HQBLVBWoYdCoaW0pYyWbhJoGSXslUmmM8j2ShzHe0m2tcf3nT+kyHZi2Zas5eT+XZcvW/7e732fJCDb0Z3nkSoHhd0GB+jOCMDx76NpnJFIpZAp/CE2f6itP9wmD4TbZHI5pPL+db7HcsgVZwThhrx34OcUgWtSuWLA/fIz7lf47vWP5yQiIiIioshi6C7GfvnLX+Kyyy7D3LlzR7Xe4/HgJz/5Cf785z8P+vy3vvUt5OTkBL0vMzMTt912Gx599NHA52655RZs3boVubm5Q97zyCOPYPPmzYHHKSkpuOOOO0ZVJxERUax12bvweOXjePP4m6NaPylpEu5ZeA8qciuiXBlFleAF2o/0j4k9tRMwn4zumamF/WNiJy4A0kuBKP9ldZfFiZp2yxCBOhuazQ7Y3d6onh9pUgmQnaz2hegGBOomDOhSl6ROnPG7REREFD5REOF2euH0h+acdg9cNs/gxwPeu+weOG2DP+dxjRQWUgU+On6qK7q/IIq/08G2YQJo/cG2wV3Whg62nd31bWAQztfBbeRgm1TwQDIOWhuKgC/kJvUH42T9H3ulEnhkQ30cJEwnkzIURzEnkUoHBdQC4TaZfECnNsWgYJtMdsba00E4hQJS2TBhtkH3KwbcPzA0dzr0dvqxrzsbERERERGdfxi6i7F3330Xd911FyoqKnDjjTfikksuQVlZGeTywX8UPT09ePvtt/HYY49h//79g64VFhbivvvuG/GsO++8E3/729/Q2toKADhx4gQqKirw1FNPYeXKlZD42+U3Njbi4YcfxrPPPjvo/nvuuQepqalj+NUSERFFniAKeK3mNfx6z6/R6+odcb1cKsfXL/g6bplxC9RydQwqpIhy9ACNlf4udjuAxj2Aqy9658lUQN6cAaNi5wO66HdF9Aoi9p8yY2NVOzZUteNQ08j/bScSrVLWP+41MPpVjTyDFrkGNbKS1VDI+MIcERHReOBxewMhuNPd5QZ2m3M5zg7JnQ7WuRy+j8dBDonGSCp6IBNckHpdkHmcvvenHwvuwGOZ1wWp4ILM6/a/dwXe+9a7B98nuHyhuXEWbIskQYL+4JtsQOBNKoVXJvGH4M742B+YCxasG93YVCJfwE2uVEGuVEKuUPreB95UgESC7p4eSKQySGQy5E2YALVGOzicJj+zo9vgLm/yIa6dOe60P9wmZ6CNiIiIiIgSFkN3cbJt2zZs27YNAKBSqTBhwgSkpKRAJpOhq6sL9fX1EISz/1VvdnY23nnnHaSlpY14RmpqKl566SVcfvnlcDgcAICTJ09i1apVMBgMyM/Ph9lsRkNDA7zewd1SVq1ahdtvvz0Cv1IiIqLIqTXV4qEdD2Fv+95RrS/PKse9C+9FgaEgypVRRIgiYDrRPya2Yaevq100X2TTZ/UH7CYtBLJnAnJl9M4bwGR1YXNNBzYca8em6g6YbFEciTtGmUmqwYG6FDXyjFp/sE6DFI0i8A86iIiIKH4ErwCXwztk97izAnJBrgme8yvgdK6RSkTIJILvDR7IBoTjpB4nZG4HJG47pC47pC7boFBcf/itPwR3+vrpcJzvsfu8C8IFc7qL3JlBuIFd4YYMyQ1cd0ZITpTy+2ryGRSAOysEN9Tn+z8nUyihOHOdUgWZQjHoc4ozPieTD/+SUW9vLzZs2BB4vHj5ciQnJ0f7t4KIiIiIiCghMXSXAJxOJ+rq6kZcd+WVV+Ivf/kLMjMzR733kiVL8NZbb+GGG25Ad3d34PNmsxn79u0b8p41a9bghRde4AunRESUMBweB5498Cz+euiv8IieEdcbVAb8uPzHWFW4il/PEpnHCTTv9wXsTu30he2s7dE7TyIFsqYP6GK3ADBMilnXB1EUcbi5FxuO+brZ7T9lhpAAr1Wq5NL+LnUDxr2eDthlp6ihkrOzABERUbSJom8sa38Izt9dzjFwPOuAsa2nu9EN6Dzndo6vEfTnE4kEkCukkCskkMkAuVSETCpABq/vTXT7O8Q5IXU7IfU4fME4pw0SpwVShw0SWx8ktj7IvM5BHeOkA8Nx4kijec9fIgBBIukPwg0IxQ0aozpw3Grg2hAf+x/T+eGsAFygG5zi7M8P9bkgoTnZgM8pzgjNjRSAIyIiIiIiovjiT20xds8992Dq1KnYsmULjh07dlaHuTPp9XpcccUVuO2227BkyZKwzlyxYgWOHDmCBx98EH/7299gs9mGXDd79mz87Gc/w3XXXRfWOURERNFw3HwcP9r4I9T1jBxQB4Bri67Fj+b+CEa1McqVUcgs7f1jYk/tApr3AV5X9M5TJQMT5vWPic2bC6hj+y/wex1ufFLTiQ1V7dhY1YH2PmdMzweANJ2yP0jnH/c6wXg6XKdBmk7JcCoREVEEeN3C2Z3j/CNXh+o8d3anOS/EREjkn4fkCinkShnkyv73CqUMMoUUcpm/cxy8vs5xgqc/7OZxQOp2QOr2heOkDiskdguk9j7A1geJpQcSixmSXhPgcoDfcYVGBAaNTj17jOrQgbmzr/V/LPL73nOCVCY7I7A2sHPb0J8fqhtcsICcTKEYFICTK1WQyvgPkYiIiIiIiGgwhu5i7LLLLsNll10GALDZbDhy5Ajq6+vR0tICi8UCQRBgMBhgNBoxbdo0zJgxA7II/ECflZWFp59+Gk888QS2bduGo0ePwmw2Q6lUIi8vDwsWLEBRUdGYzyEiIoqkt4+/jQe2PwC7xz7i2vyUfNy78F7My54Xg8poRIIX6DjWPyb21E7f6NhoMub7x8T6u9hllAHS2L4wIooiatotgW52lfUmeKL44rlCJkFOSn+gLs+gDoyBzTVokJuigUbJF4eIiIhGIggi3I7hQ3JOuxcum9v33n76ff91r5sdxqJJoZZBpZFDrpLC5uyDVA5IZCJy8rKh1akHBeZkEhEy0TcyVep1Qupx+sJxLhukTiskThukNouvc5y1F6LdCm+3BYLFCsFigWD1vw/yD1dpdE6PXnXLZHDLpHDJfe99bzK45dLANbdMCrdcFgjPeWRSCFJ2kRtXJBIo1Woo1Boo1Roo1GooNRooVOogYbeBXd+G7wZ3ZmiOATgiIiIiIiJKBAzdxZFWq0V5eTnKy8tjdqZGo8Ell1yCSy65JGZnEhERhcrldeGx3Y/hpaqXRlyrlCrxzZnfxNcu+BqUMmUMqqMhOfuAxkp/J7udQONuwNkbvfNkSiB3tq+D3elRsfrM6J03DJvLg+11XdhQ1Y4NxzrQZB45JDpaKRqFf+yresDoV01g9GuGXgWplN06iIiIThNFEU6rB9ZeJ2y9Lth6XLD1uuCwus/uLmfr7zjncnAsazTJ5FIoNTKotAoo1TKotHIoNb431en32sGPFVIBclcfpPY+SK09EHvM8JpMsLW14lT9EchsNkgdDhiPqCFxOCBYLPD6w3IYMFlCBOD1v1F4BCAQigsE5mTSM0JzMriGCNGxs1zikikUgYCcUq2GQnP64wGBuWGuK9QaKAd8Tq5UQsKgJBEREREREZ1HGLojIiKihNJkacKPN/4Yh7sOj7h2Uc4i/GzhzzApeVIMKqMAUQTMDb5w3em3tsOAGMXuLrqM/nDdxAVA7ixAroreeSM42WXFx8fasaGqAzuOd8HlicyvXSWXoqIwDcvLMrGsJBOT0rQR2ZeIiGi887i8vhBdIEjnhHVAqM7W4wxcF7wc0RpJEgkCAbnhQnJnvQ8E62SQQYC3pwee7m54TWZ4Te3wmk3wmkzwnDLB2+372GsywWM2wWkyQ7QH/4cMhgEfu6L+O3Bu6O86NzA05+9ANzBEJ5fDo1TArZD7rkkAT7yLJ38XudPhNy2UavUQ4Tc1FGr/tQGBudMBOt/H/Z+TyfnSABEREREREdFY8CdrIiIiShibTm3C3VvvRq9r+A5pqepU/GTeT3BF/hWQsHNC9HlcQOsB/6jYHb5udpbWKB4oATKn9Y+JnTjfNzo2jn/WTo8Xu050Y8OxDmysasfxTmvE9p6YqsGK0kwsK8vEooI0qBUclUREROcHURBht7jPCs0FQnWnA3W9LrjsjP2ES66SQaWWQalVQKWRQak5/f7s4NxQoTmFSjboe25RECD09fUH6PzhOe9JEzwmX4DOZTLB7g/QeU1mCL1R7IB8nhEAeAaMZz0dmPNoNfCoVXCrlPAoFL5rUgncAFyiAJfXA0FkIDVW5ArlWd3izg6/qaHUaH2fH/C5oTrOyZUq/uxLRERERERElGAYuiMiIqK48wge/H7f7/HnQ38ece2yicvw8EUPI0WVEoPKzlPWzv4xsad2As37AI8jeucp9cCE8v4udhPKAXX8/3ybzfbAyNhtdZ2wuSIzlEwhk2B+fiqWl2ZiWWkmCjN0fAGNiIjOKS6H56wAnW1AgM7qD9jZ+9wQBYaAhiOVSYbtLjdS5zmFRgaZLPi4R1EUIdrt8HSb4DV1+gJ0J3whOpvJhD6TGd7u7kAHOl/IzjxofCuFTgQgSCRwa9TwJunh0Wnh0ajhUSnhVirglvu6zLklgAsiXF4vnF43XG4XXK7R9PbzcKZuCCQSqT8cNyD8NuBx8HGrAzvO9d+jULGLHBEREREREdH5gD/9ExERUVx12Dpw5+Y7UdlWOew6mUSG78/5Pr46/asMKEWSIACdVf6AnT9o11Ub3TMNk/s72E1a6OtqJ41/dze3V8DekyZsqPJ1szvW2hexvbOSVVhemonlZZm4qCgdehW/DSciovFF8Aqw97kHheYGher8H1t7XfA4mfQBAEgApdo3XlWlUfjfy6HUyqFS+94PN5ZVpZFDppCG9L2v6HLBYzYHxrW6TP7ucyZ/YK67G16zCR6TOTDOVXQ6o/ibcA6SSiHV6yHV6SDVa+HR6uHVaeBWq+FW+kezymRwSyW+wJy/y5zT7YbT5YTTYYfTboPXc2b3Rg/g9QDBp+qSn1yp6u8apwoefhvcUe7MjnPaQFc5uULJnzGJiIiIiIiIKGR8tY+IiIjiZnfrbtyx6Q50ObqGXZehycBjSx5DeXZ5jCo7hzktQNOe/oBd4y7A0RO986QKIHdWf8huwnwgOSd654Woo8+JjVXt2FjVgc01HehzRGZ0nVQCzJ1sxLLSTCwvzcTUnCS+kEdERAlHFEW4HF7faNcBnegGjXb1h+rsFrevPdd5RK6Qjrq73JCfU8kgkYb/9V8UBHjN/eE4byBA5/9cd3d/9zn/dcFiieDvwLlFotFAqtdBptMPCM3pIdPrIGi0/V3mFDK4pVK4JIAbIpxeL1weN5xuF5xOB5x2GxyWPjisFjitVgAWwGoBrPH+FY4PSo0War0eal2S/70ear3vY5VOD5VW5wvTaTRQqM7oOKfRQKFSQyqL/z/YISIiIiIiIiJi6I6IiIhiThAFvHDoBfxu3+8giMKwa+dnz8ejSx5FuiY9RtWdQ0QR6GnsHxN7aifQeggQo9h9RpvWPyZ24gJf4E6hid55IfIKIg40mgPd7A40Ri5wmKZTYmlpBpaXZmJxcToMWmXE9iYiIgqF1yMM6ER3Zle6wZ3qvO7hvxcb71Q6OXQpKmj0ihFDcmd2nJPJg49lDZUoihCsNt/41tPjWk2DA3MeU/egx96eHl9XYgIkEsgMBsiMRiApCd0eN7xaLbxqDSZPLYMmNRUSnRYepdLXZc4/ltUtCnB6vb4Oc3YbHBYLHNY+33tLHxzWXjiamuB1u+P9KxxXpDKZLyin00Ol10Mz4GNfmM4fqBsYrtMnQaXVcewqEREREREREZ0z+LccREREFFM9zh7cvfVubG7cPOLab8z4Br4767uQJcDo0fFAInogbd0PHDkMNOzwdbPra47uoRlTfR3sJi7wjYpNLQASrKOb2ebCpuoObKzqwKbqDnRbXRHb+8IJKb5udmWZmJmXAukYutkQERENRxRFOK0eWAeMch002rW3P1DntEamc2uikimk0CYroUtRQpusgjZZCW2K0v/e/zhZCW2SEjJF5IJzAwlOp68L3WgDdCYTRAa7AqR6PWRGo//NALnB/3Fqqu+x/5qg08IhkcDuccHW2wNzdze621pxouooPA47BJcTR44fhuuQFQ6b1fePTmjUFGpNIBCn8Xea8wXmkvwd6PQDPu7vTKdQa9jFmYiIiIiIiIjOewzdERERUcwc6jyEH2/8MZqtwwfBUlQp+L+L/w9LJiyJUWXjlChC2rIPU5v/jVRrDQzW45Dvj1yg7CwKHTBhbn8XuwnlgMYYvfPCJIoijrT0YmNVBzYca8feBhOECL3+mqSWY0lJBlaUZmJJSQYyklSR2ZiIiM5bHpf3jE50TlgHdKUb2KlO8J7DgSIJoNEroE1W+cN0p4N0Z4fqlGpZRAM/otcLb09P0ACd12yCp9s0KEAn2GwRO3+8kyiV/rCcEXKjAbJAgM7o/5yxP2BnMEJqSIHH64XV3A2rqRsWswnW7i7fe1M3rEeOBz522Uf+fXbG4NeYyCRS6YCgnG7E0JxK5+tMp9Lp2XWOiIiIiIiIiGgM+DcrREREFHWiKOKlqpfw2O7H4BaG7/AxI30GHl/6OHL1uTGqbhxy9AIHXwYq/wp920GUROuclIkDRsXOB7IuAGSJ+e2jxenB1ppObKxqx4aqdrT1Ru7l17LsJCwvy8Ty0kzMmWSAXBadjjlERHTuEAURdos7yHhXJ6w9/Z3pXPZzuyudQiUbHKA7HZ7zv+lSfJ/T6BWQRvBrrOhywd3WBndzC9wtzfB2dfvCcyYTvGcE6Ly9veyQdppUenb3OX+A7szwnMxohDzVCInG1/XM143RCqu5GxaTP1Bn6oa1vRHWqgO+j83dsJpMcDsd8f6VJhyFSj1gLOvg0NzpoJx6QDe608E5pYZd54iIiIiIiIiI4iExXzUlIiKic4bNbcMD2x7AO/XvjLh2Tdka3F5+OxQyRQwqG4ea9gJ7/gIcfAVwWyO7t1QOZM/0j4ldAEyYD6TkRfaMCBJFEXUdFmw41oENVe3YXd8Nd4S6/2iVMlxUlI7lpZlYXpaBnBRNRPYlIqLxz+XwnBWgs/UMHu1q63XB3ueGGKk2qwlIIpVAm6QYPMp1qK50yUoo1ZH/qydRFOE1meBuboGntcUfrDv91gxPcws8nZ0M0gGQJicPO761P0BngDw1FdKkJEikg8OPoijC3tcLq9mE3tNButojsPq70Q0M03ncUey6PA5IJFJ/UE4PtS5pUGhu+BGuesjk/BmIiIiIiIiIiGg8YeiOiIiIoqbWVIsfbfoRTvScGHadVq7FgxUP4rP5n41RZeOIsw84+B9f2K7l08jtqzH2d7CbuBDInQ0otZHbPwrsLi92HO/Cx8d83ewaTfaI7V2QofOF7EozMS/fCJVcFrG9iYgo8YmiCFuvC+ZWG3o67YNDdf6Prb0ueJzeeJcaVSqtfFAXukBnupQBj5N9Xekk0uh11hIcDnhaW30huuYBYboBj0Xn+TdUVKLRDB+gC3Sm8wXoZCkpkCiCB7lEQYCtt8c/yrULlhM1/eNeTV2wmkywmLthM5vg9ZzbHRnPJFepfCE5nR6qQIDOH6IbMjTnu6ZUa84KLRIRERERERER0bmJoTsiIiKKivV16/HQjodg9wwfjCoyFOHXy36N/JT8GFU2TrR8ClT+BTj4b8BlGft+6aX+gJ1/XGx6MTAOxlA1dNmwwT8ydntdF5weISL7KuVSLCpIw4qyTCwrzcDkNF1E9iUiosTmdnphbrfB3OZ7M7Xa0NNug6nNBrfj3AzUSWUSf/e5wV3odAO71Pnf5Mroh85FQYC3q2vYQJ23uzvqdcSdXN4foEtN7Q/LDQrP+ca3+gJ1Bkg1o+u+K3i9sPWYYT11cvCY18DYVxOs5m7YeswQvOfmf/eAr+ucLzCnGzokF+hEd3ZXOvkwYUUiIiIiIiIiIiKAoTsiIiKKMKfXiUd3PYp/V/97xLUrC1biZwt/Bq0isTusxYzLChx6xRe2a94b/j5yDZA31zcmduICYMI8QJsauTqjyOnxorLeFOhmd7wjcmN08wwarCjzjYxdVJAOTQyCBUREFHuCIMLS7YCpzQZzq21QyM5iOne6o6l1iv4OdANHuyYroUvp71Kn0sohiWHQXrBa4W5t9QfomuFuaYGnucX3uZYWeFpaILrdMasnVmQpKQO6zw0VoPN3n/OH6aR6fch/Ll6PxzfS9YzwXCBUFwjT9UAUI/MPFRKJUqOBzpAKdVIy+pwuyNQayNRqTL1gJowZGVDp9ND4O86pdHqoNFp2nSMiIiIiIiIioqhh6I6IiIgi5lTfKfx4449xtPvosOuUUiXuWnAXri++PqYvAies1oO+oN2BlwFXX8i3i5CgI2k62pIvRP7S1dAXLgRk46c7R0uPHRurOrDhWDs+qe2E1RWZjityqQTzpqRieVkGlpdmoigz9Be3iYgocTms7v6OdW39wbqedju8EeqMGmsyhdQfmBvQmS65//Hpa5okJWTy2IeJRK8Xno4OuJtb4GltOaNbXQs8zc3w9vTEvK5Ik2q1Z49vHdB9TpZq7B/pajRClpwMiTz8v2LzuN2wDupE1w2r2dT/sX/kq713/P/eDkWl00FnSIXeaITOmAadwQi9MdX/Pg06oxE6YyqUal+nv97eXmzYsCFw/7Rly5GcnByv8omIiIiIiIiI6DzF0B0RERFFxMcNH+NnW3+GPvfwobEJ+gn49bJfY2ra1BhVlqBcNuDwq76wXVNleHvoMuGcfgM2WwpgU2UAACZnX5jwgTuPV8C+U2ZsONaODVUdONrSG7G9M5NUWF7q62Z3UVE6ktSJ/XtBRETD83oE9HTYA4G6gSE7h2WcdEuTAJokfwe6ZOWwo14VallcA+JeiwXuZv+o1zPHvza3wN3eDng8casvXLKUFMizsiBLSw0+vtU4YIyrShWRc91OB6wmEyzmweG5/s50vnCdwxL6P7oYD9RJydAbfIG50yG6/o9ToTOmQmc0QqGMzO83ERERERERERFRLDF0R0RERGP254N/xpN7nxxx3YqJK/DQxQ8hWXked6JoOwLs+Qvw6UuAM8xuJQXLgLlfA0qvhNPmgG1Ap49E1WlxYlNVBzZUtWNzdQd6HZF5wV4qAWZPMmJ5aQaWlWZiem4yu9kREY0zoijC1uM6q2Oduc2G3i4HREGMd4lDUqhlAzrR+Ua5BrrUJfeH6jR6BaSy+I+4FN1ueNrbA13pzhr/2tICwWKJd5khkygUkOfkQHH6LTfH/zgXitwcKLKzIdVqI3qmy26DxWQ6qzPdmWE6p80a0XMTgkQCbXJKfze6QIDOGAjT6Y2p0BqMkCv4jx+IiIiIiIiIiOjcxdAdERERhU0URfxmz2/wl8N/GXadTCLDD+f+EF+e9uXzMxDltgOHX/eF7U7tDG8PbTow+2ZgzleAtMIBFxyRqDDiBEHEwaYebKhqx4Zj7TjQ1AMxQpkJo1aBZaWZWFaagSXFGTDqlJHZmIiIosrt9PYH6tptMLX2f+x2RGa0eCSodQokpakDXegGdqLr706ngkIli3epAaIoQujpOStQ52lp7R/92t4OCONv7K4sLe3sQF2272NFTg5kaWmQSMceahRFEU6bFdazwnTdsHT7Q3XmblhMJrgd9gj8yhKLRCKF1mA4K0x3+uPTHeu0KQbIxjBKl4iIiIiIiIiI6FzBvyUjIiKisHgFL36+4+d4tebVYddlajLxq6W/wpysOTGqLIHYuoEdfwR2PQc4zOHtMWUxUP41oOxqQJ7Yo7d6bG5srvF1s9tU1YEuqytie8/IS/F1syvLxIUTDJBJz8PwJhHROCAIIizdDl/Hutb+UbA97TZYTM54lxcglUuQkqGFMUsLg//NmK2FIVMLtT7xunMJLhc8ra1wt7T6w3QDR7/63kSbLd5lhkyiVgcCdfKcbF93upz+QJ08OxtStXrM5zisFli6OgePdjV3w9rtH/dq7obVZILHlTj/jUaKVCaD1jCwC51xcKDOYIQ+NQ2a5GRIpYkTJCUiIiIiIiIiIkp0DN0RERFRyFxeF3665af44OQHw65bkLMAjy5+FGmatBhVliAsHcD23wG7/wy4whjTpkkFZq3xjZBNL4p8fREiiiKOtfYFutntbTDDG6ERgEkqOZaUZGBZaQaWlmYgM2nsL7gTEVHkOKxuX6Cu1dep7nQHu552O7yexOmmpjOofIG6AeE6Q5YWSWlqSBMkwC2KIrwm04DudGcG6prh7eiMd5mhk0ggT0+HPDenP0w3sFtdbi5kBkPEuiDbLX0wtzbD3NIMU2uL7+PWFpham+Gw9EXkjEQik8uhM6b5xroGxrumQefvSHe6Q51GnxSRToBEREREREREREQ0GEN3REREFBKb24bvb/g+drTsGHbdrTNvxbcv/DZk51PHjN5mYNvvgMq/AJ4wxo5NvhiY+1Vg6kpAkZghM4vTg09qO7Gxqh0bjnWgtTdy421Ls5KwrCwDy0szMXeyEQoZXyAmIoonr1tAT6c9EKgLdK9rt8Fhcce7vACFSjYoUHc6YJeSqYFSHf+/9hAcDt9410GjX/0Bu+YWuFtbITrHX4c1iVbr70h3Rnc6f6BOkZkJiTKyI+Dtlj6YW5phbm2GaUCoztzacs4E6+RKlT8wZxw03vXMMJ1ap49YYJGIiIiIiIiIiIhCF/+/fSYiIqJxo8fZg+98+B0c6DwQdI1MIsPDFz+MqwuujmFlcWZuALY+Cez7B+ANcaSqxghcuMYXtssoiUZ1YyKKIo53WrHhWDs2VnVg54kuuL2R6WanUchwUVE6lpdlYFlpJvIMmojsS0REoyeKImw9Ll+gbsCbqc2Gvk47xMg85Y+ZRAIkpWt8gbpMLQzZ/QE7bYoybuEjURDg6ewcHKhrbRnUrc7b3R2X2sZEKoU8K+vs7nTZ/eE6aXJyxH/fRVGEw9IHU0szzG0tvvetvo/NLc1wWMPoIJwglBoNdIazw3R6g7G/Y50xFUqNlmE6IiIiIiIiIiKicYChOyIiIhqVdls7bv3gVtSaa4OuUclUeHzp41g2cVnsCounrjpg66+BT9cBgie0eyct8o2PnbYq4braOdxebD/ehY3H2rGhqgMN3baI7Z2frsOyUl83u/n5qVArzqNOiEREceRyeNDTbu/vWHf6rd0Gt8Mb7/IC1DqFr2NdtrY/YJelRUqGBjJF7DugClarvytdK9wtzb6OdQNHv7a2Au7E6fo3WtLk5ECgTp6TfXa3usxMSOTR+SsjURRh7+uF2T8Ctn8UrK97ndNqjcq50aLS6fwhOn94zuALz/ne+8J0OmMqlGr+4wIiIiIiIiIiIqJzCUN3RERENKKG3gZ884NvosnSFHSNXqHH71b8DuXZ5TGsLE46qoAtTwAH/w2IwujvU6UAs1b7utplTo1aeeE41W3zjYyt6sC2uk443CH8uoahlEuxsCANy0t93ezy03UR2ZeIiM4mCCL6uhxndawzt9lgNSfO+FKpXOIL02UOGAmb7Xus1itiXo/gcsFVVwdndTUc1dVwHT8RCNUJPT0xr2fM5HIo/F3q5EHGv8r0+qiW0B+saz6ja10LzG3jI1inTkr2d6FLDYTo+j/2j3w1GqFQquJdKhEREREREREREcUBQ3dEREQ0rKruKtz6wa3ocnQFXZOqTsUfL/0jpqVNi2FlcdB6ENj8OHDkvwBCmLenTQMW3QbMuwVQJ0etvFC4PAIq67uxwR+0q22P3Li23BQ1lpdlYnlpJiqK0qBV8ltOIqJIcljcMLfbYGodHK7r6bBB8CTIPFgAOoMqMALWMOAtKU0NqTT24zNFQYC7qQnO6upAwM5ZXQNXfT3gTZxufyORGQyDw3SDAnW5kKenQSKLfifZ08G6wAjYQV3rWuC0JWCwTiKBNjmlvxtdIEBnDITp9MZUaA1GyBWxD4ASERERERERERHR+MFXQImIiCiofe378N0Pv4s+d1/QNTm6HDx32XOYkjIldoXFWtMeX9iu6u3Q7tNnARX/C5R/DVDGv8NbW6/D183uWAe21nbC4gxxJG4QMqkE5ZONWFGWieVlmSjO1EMiiX2YgojoXOJ1C+jpOD0O1gpzux1mf8jOYU2ccaYKlWxQoO50wC4lUwOlOn5/5eAxmeCs8oXrnDX+DnY1tRBskRuZHg0ShWLIQJ082x+sy86GVKuNWT2iKMLe23NGt7r+j132xPv9lKtUMGblwJCTC0N2LozZuTBk5yAlMxs6gxGyKI3NJSIiIiIiIiIiovML/6aRiIiIhrS1aSt+uOGHcHgdQdfkp+TjucueQ7YuO4aVxVDDDmDTY0DdR6HdlzwBuPgHwOwvAQp1VEobDY9XwP5TZl83u2MdONLSG7G90/UqLC/NwPKyTFxcnI5kNbvBEBGFShRFWM0umNv9HetaT4+DtaKvywExQZrWSSRAUrrmrI51xiwttCnKuAatBYcDzro6OKtr4Kyq8nWwq6mGt6MzbjUNR5ae3h+my8mGPMcfsPN3qpOlpkIilca0JlEUYesxw9zaApO/S52ptTnQsS4Rg3UKlRqG7BwYsnP8obr+cJ3OmMrwPxEREREREREREUUdQ3dERER0lndOvIO7t9wNjxi8E9r0tOn446V/hFFtjGFlMSCKwInNwOZfAfVbQrvXMBlY/CPgwjWAXBmd+kbQbXXho7pGbDjWgU3VHeixR6YbkkQCzJpowIpSXze7aTnJcRkNSEQ0HrkcHvS0230d61ptvq51/rGwbmfijDVV6xUwZGphyB4wEjZTi5QMDWSK2AbBziQKAtynTvlHwvrGwjqrq+E6eRIQhLjWdppErQ4E6uS5p4N1/YE6eXY2pCpVXGo7HawztTbDfLprXWuL/+NmuOz2uNQ1HIVKDUNO7oCudf0BO53ByGAdERERERERERERxRVDd0RERDTIy1Uv4+EdD0NE8PY687Ln4anlT0Gv1MewsigTRaD2Q1/Y7tTO0O5NKwYW/xiYcQMgi+23V6Io4pQFOGyS4IhZiobtO4f5kwuNQavA0pIMLC/NxJKSDKTq4hMkJCIaDwRBRE+HDea20yNhfR3rzG12WM3OeJcXIJVLfME6f6DOkKWFMdv3Xq1LjK6lnq4uf7Cu2h+yq4GzthZiPINhEgnkGRkDAnW5gdGvipwcyHNyIDMY4hoECwTrWpqG6FrXArcjAYN1as2AMN2A9zl50KbE9/eTiIiIiIiIiIiIaDgM3REREREA3wu1fzr4Jzy176lh1y2buAyPL30cKll8OrVEnCgC1e8Bm34JNO8L7d7MacCS24Fp1wJSWVTKC8bp8eLVvU14ZmMtTnZH7lu66bnJWO7vZjdrogEydrMjIjqLy+FBc1UPeqqVcFuk8FilWPv+XgjeBJkHC0BnUAVGwBqyfN3rDJlaJKWpE6ZTqWC3w1lbFwjYOWuq4aiqhrerKy71SJRKKIsKoS4ugTJ/ChS5uZBnZ0ORmwtFZiYkyviHz30jiU0wtzTD1ObvWtfaAlNbS0IH6/rDdLkw+DvXGbNzGawjIiIiIiIiIiKicYuhOyIiIoIoinii8gn87cjfhl13TeE1eLDiQcil58i3EB1VwDs/AY5vCO2+nAuBJXcCpVcC0tiO2+t1uPGvHQ144ZMT6Ogbe+ckvUqOxcXpWF6aiaWlGchKVkegSiKic4vL7kFzrRnNNb639pN9EAURwMAAeuwDdwqVzBeo87+dDtilZGqgVCfO12rR64WroSEwEvb0m6uhwRd+jwPFxIlQlZRAVVIMdUkJVKWlUE6aBIk8/r9voijCauoe0KWuOdCtztzaArfTEe8Sz6LUaGDwj349s2sdg3VERERERERERER0Lor/3yYTERFRXHkED36+/ed4rfa1Ydd9ceoXcce8OyCVxDZkFhWOHmDjo8CuZwHBM/r7Jszzhe2KLwNi/OJxW68DL2w9gX/tbIDFGULNQyjO1GN5WSaWl2Zi7mQjlPJz4M+UiCiCHFY3WmrNaKoxo7najM5TffHKhkEiAZLSNf0d6wYE7LQpyoQKM4miCG9nZ/9I2NMBu7o6iI74BMVkRqM/XDcgYFdUBKlOF5d6ThNFERZTVyBIdzpc5+tg1wKPM3FGEp92OlhnPB2u83etM+bkQpOcklD/LRIRERERERERERFFG0N3RERE5zGn14mfbP4JPmr4aNh1t826Dd+c+c3x/2KqIACfvgh8+ABg7Rj9fZMvBpbeAeQvjXnYrq7Dguc2Hcdr+5rg8gph7aFWSHFRYTqWlWViWUkGJqZqI1wlEdH45rC40VxjRlONCc01ZnQ2WmLeuE6tV8CQ6RsDOzBgl5KugUyReOFowWaDs7YWzupqX8iuyhew85pMcalHolJBVVR0VsBOlp4et+9fREGAxdztC9K1tvhCdacDdgkbrNMOCtP1d6/LYbCOiIiIiIiIiIiIaACG7oiIiM5TVrcV3//4+9jZujPoGgkkuHvB3bip7KYYVhYljXuAd+4AmvaM/p7CFcCSO4DJFdGrK4h9DSY8s6kO7x9pC6u70qRULVaUZWJ5WSYW5KdCrZBFvkgionHK1uvyjYqtNqGpxozuZmtMzpXKJb5g3elQXaYWxmzfx2qdIiY1hEr0ePyjYav7A3bVNXCfOhWf0bASCRSTJvo61hWXBEJ2ysmTIJHF/mudKAiwmLphammGuc0fqmvxherMrS3wuBIvWKfS6vxhupyzAnaapGQG64iIiIiIiIiIiIhGgaE7IiKi85DZYca3P/w2DnUdCrpGLpHjFxf/AlcWXBnDyqLA0g58+CCw/5+jv6fkCl/YbsLc6NU1BFEUsbGqA89sqsPOE90h3SuFiKIUEavmFeGKCyciP13HF82JiPysPU40V58eF2uCqdUW1fP0RhVSMgd0rMv2BeyS0tSQShPzuVkURXjaO/pHwlZXw1FTDVdtHUSXKy41ydLS+kfCnn4rLIRUG9uOraIgoK/79CjY5v5RsK0tMLe1JnSwzhemy/GPhM1hsI6IiIiIiIiIiIgoQhi6IyIiOs+0Wltx6we34njP8aBrVDIVfr3s11gyYUkMK4swrxvY+Syw6VHA2Tu6eyYtAj77CJA7O7q1ncHtFfDmgWY8u+k4jrX2hXSvWi7F/HQPluUISFMDy+fnITlZH6VKiYjGB4vJgabq/k52Pe32qJwjVQhQpnqhTBIwc/5U5E5JQ0qmBkp1Yv+o7bVY4aqtCXStc1ZVwVlTA6/ZHJd6JGp1YDSsurQ/YCdPS4tpHW6XEx31x9HZcDIQrDO1NKOnrRUed3yCh8NR6XT+MF1uf8AuKweG7BwG64iIiIiIiIiIiIiiLLFfCSAiIqKIOtl7Et98/5totjYHXaNX6PH7S36PuVmx7fIWUXUfA+/8BOisHt36pFzgMw8BF1wPxPAFapvLg3W7TuHPW0+gyRxaIMSgVeAri6bguhlp2L9za5QqJCIaH3o77Wiu6e9k19vpiMo5mmQl8ooNyC02ICVXgb1HdgS+bOTPSkVyclJUzg2X6PHAVV8/aCyss7oa7sbG+BQklUI5aVJ/1zp/FzvFxIkxHw0reL3oamxAS2012upq0FpXg85T9RC83pjWMRK1Tg/DGSNgT3et0yQlx7s8IiIiIiIiIiIiovMWQ3dERETniWPdx3DrB7ei2xF8bGmqOhXPXPoMpqZNjWFlEdR9Anj/Z8CxN0e3XqYEFt0GLP4xoIpdd7huqwt/3VaPv2+vh9nmDunePIMG31icjxvnTYRWKUdv7yi7+BERnSNEUURvp93Xya7GjOZqM/q6oxOy06UokVtiRG6xAXklBhiytIHuYb29vZAcjcqxIRNFEZ62tv6xsP6AnauuDqI7tK8zkSLLSIe6eMBY2JISqIoKIVWrY16LKIowt7WgtbYarf6AXfuJuoQZC6vWJw0aARvoXpeTC40+sYKcREREREREREREROTD0B0REdF5oNZUi6+/93X0uoIHtHJ1uXjuM89hcvLkGFYWIS4bsPU3wCe/BbyjfAG95Arg8l8AaYXRrW2AU902/GnLcbxUeQoOtxDSvWXZSfjW0kJcNTMHCpk0ShUSESUeURTR025HU7UpELSzmqMTltKnqpBXbERuib+bXYYm4UZ0ei2WQMe6QMiupgZCT09c6pFoNFAVFwe61gVGw6amxqUeALB0d/nDdb6QXVtdDRxWS9zqAQB1UjKMWTlndK3LgSGbwToiIiIiIiIiIiKi8YihOyIionNcq7UV3/rwW8MG7gpSCvDsZc8iW5cdw8oiQBSBw68B798L9I5yVF5aEfDZXwLFl0W3tgGONPfi2c11ePNAC7yCGNK9CwtScevSQiwryUi44AcRUTSIoghTiw3NNSb/uFgzbL2uqJyVnK5GbrEBucVG5JUYkJyuico54RDdbjhPnDgrYOduDj4iPqqkUiinTBk0FlZVUgLFhAmQSOMXBndYLGg9XhPoYtdWVw2LKXhX32hSJyXD6A/Sndm1Tq2PXUddIiIiIiIiIiIiIoo+hu6IiIjOYT3OHnz7w2+jzdYWdM0FaRfg6UufhlFtjGFlEdB2GHjnJ0D9ltGtV+qBpXcCC74NyJXRrc2vrsOCX71bhXcPt4Z0n0QCXD4tG7cuLcDsSePsz4WIKESiIKK7xerrYldtQnOtGfa+6IxETcnUIK/YEBgZm5Qa+1GnZxJFEZ6WlsBI2EDA7sQJIE6jYeUZGVCVlg4K2CkLCyFVqeJSz2lupwPtJ44P6GJXDXNrS0xr0CQlw5CT6+ta5x8Be/pjBuuIiIiIiIiIiIiIzh8M3REREZ2jnF4n/vfj/0WtuTbomgXZC/DbFb+FTqGLYWVjZOsGNj4C7P4TII5yROuFq4FLHwCSYtPJr73Pgd9+WIN1u0+F1NlOKZPi+rl5uGVxAQoz+MI9EZ2bBEFEV6MFzTVmNPlDdk6rJypnGbO1vk52JQbkFRuhM8Q3NObt7YWzxhesc1RXw1lVDWdNDYS+vrjUI9Vq/aNhSwa8FUNujH/g2+vxoPPUSbTV1aClthptddXobGyAKIQ2nj0cCrUG6ZMmn9WtzpCdA7WOX5+JiIiIiIiIiIiIiKE7IiKic5JX8OKnm3+Kve17g65ZnLcYv1n+G6hk8Q0gjJrgBfb+Hfjo54B9lGPjcmYBV/4KmDg/qqWdZnV68Nzm43h+y3HYXN5R35ekkuPmhZPxPxdNQWZy/LsuERFFkuAV0Nlo8XWyqzGjpdYMpy06IbvUXN2gTnba5Nh0Nj2T6HL5R8NW9wfsqmvgaYltV7YAmQzK/CmBkbCn3xS5uXEdDXuaKAgwtTb3d7CrrUZH/Ql43NEZKzyQTC5HxuR8ZBWWILuwGNmFxUjNmwCpVBb1s4mIiIiIiIiIiIho/GLojoiI6BwjiiJ+ueuX+LDhw6BrZmbMxBPLnhg/gbvGPcCbPwBaD4xuvTYNuOR+YPYXgRi8aO72Cli3+xR++2ENOi3OUd+XmaTC/1ycjzULJiFZrYhihUREseP1Cuho6ENztRlN1Wa01Jnhdow+iDxqEiAtT+8P2RmQW2yARh/jkJ0oQm4yQdXair76k+g7eRLOmmo4T9QDnugEC0ciz8oaNBZWdXo0rDI+AcQziaKIvq5OtA0YEdt2vA5OmzX6h0skSMubiOwBAbv0yfmQK/g1mIiIiIiIiIiIiIhCw9AdERHROeZPB/+EdVXrgl6fkjwFv1/xe2jkmhhWFSavB9jyBLDpUUAcRWBDIgPmfwNY9lNAE/3ReKIo4r3DrXjs3Soc7xx9WKAgQ4dblxTg2tl5UMnZSYeIxjevR0B7fS+aavyd7Op64HFGPmQnkQDpE5N842L9b2pd7MNSroYGWLdtg3nTJhTu2AmZ3Q4A6I1xHVKdbtBIWHVJCVTFxZAZDDGuZHj2vt7+DnZ1NWitrYatxxyTs1MyswZ1sMvKL4RSo43J2URERERERERERER0bmPojoiI6Bzyeu3reGrfU0Gvp2vS8cxlz8Cojn4gbcy6jwOv3go07hrd+vwlwGcfBbKmRbcuv9313Xjk7aPY22Ae9T3Tc5PxvRXF+My0LEilkugVR0QURR631xey83eyazveA49biPg5EqkEGZOSAp3scooMUGli/yOs12yGdcdOWLdtg3XbNrgbGwPXYhKblsuhyp8CVXEJVKWlgYCdPDcXEklifS1xOexoP17XH7Crq0ZPe1tMztamGPzhOl/ILquwGNrklJicTURERERERERERETnH4buiIiIzhGbGzfjgW0PBL2uV+jxzKXPIE+fF7uiwiGKwP5/Ae/8BHBZRl6fMhG4/BfA1Gt8bZCirLa9D4++W4UPjow+RDDBqMEdl5di5cxchu2IaNzxuLxoPd7j62RXbUbbiV54PZEP2UmlEmROSUJusdEXsitMgVId+x9ZBZcL9n37AyE7x6FDvq9NMSDPyRk0FlZVUgJVfj4kCTIadiCvx42Ok/WBcF1bXQ26Gk9BFCP/38aZlBotsguLBnWxS0rLSLgQIhERERERERERERGduxi6IyIiOgcc7DiI2zfdDm+QEaxyqRxPLn8SpamlMa4sRLZuYP3/AkfXj7xWrgYu+gFw0fcBZfRHxbX1OvDkh9V4afcpCKPMXhi0Cty2vAhfWjSZY2SJaNxwO71oretBU43JF7Kr74XgjXzoTCqXIGtKMvJKjMgtNiC7IAUKVeyfK0VRhLO6JhCys1VWQvSPjI0WaVLS4LGwp0fDJidH9dxwiYKA7ubGQWNiO+qPw+vxRP1smUKBzMkFyC7q72CXmpMHiVQa9bOJiIiIiIiIiIiIiIJh6I6IiGicO9l7Et/96Luwe4IHBP7v4v/DgpwFMawqDHUfA699G7C0jrx26krgM78AjJOjXlafw43nNh/Hn7acgN09dKjxTCq5FP9zcT6+tbQQKRpFlCskIhobl92DlroeNNeY0FRtRsfJPgijTReHQCaXIrsgGbnFBuSWGJGdnwy5Mj6BZHdbO6zbfSE76/bt8HZ0RucghQKq/PxA1zp1qe+9PDs7YbuyiaKIvs4OtNRWBzrYtZ2ohSvKQUQAkEikSJs4KTAiNruwGOmTJkMm59dSIiIiIiIiIiIiIkosDN0RERGNY532Ttz6wa0wOU1B19w5705ckX9FDKsKkdsBfPQgsOPpkdeqU4CrnwQuuC7qZbk8AtbuasBTH9Wgy+oa1T0SCfD5ORPwo8+UICdFE+UKiYjC47S50VJ7elysCR0NfVGZnipXSJFdmIK8EgNyi43ImpIMmSI+3ckEmw223bsD3eycNbURP0OWkwNNaWn/WNiSYt9oWEViB8ZsvT2+7nW11f5OdjWw9/bE5GxDVg6yCouRU1SCrMJiZE0phEKtjsnZRERERERERERERERjwdAdERHROGV1W/GdD7+DJktT0DVfnf5VfGnal2JYVYhaDwGv3AJ0HB15bf4S4NpngJS8qJYkiiLeOtiCX71XhZNdtlHft7w0Az+5ogxl2Yk5GpCIzl8OqxvNNWY015jRVG1CZ6MFiELITqGSIacwBbn+kF3m5CTI5PEJ2YleLxyHDsG6fTusn2yDbf9+wO2O3AESCRSlJWjLzoa1uBjOCROw9IorkJyg42FPc9ltaDtei5ZaXwe71uM16O1oj8nZOmOqv3td/5hYjT4pJmcTEREREREREREREUUaQ3dERETjkNvrxg82/ABHu4OH1a4quAo/nPvDGFYVAkHwdbb76EHAO0IXOZkSuOQ+YOF3AWl0wxs7jnfhkXeO4dNT5lHfM3NCCu66YioWFaZFrzAiohDY+1y+gF2NGc3VZnQ1Rydkp1TLkFNkQG6xAXklRmRM0kMqi0/IDgBcDQ2+TnafbIN1504Ivb0R3V+emwNdRQX0FRXQLloEm0yGwxs2RPSMSPK43eg4eXxQB7vu5kZEpa3hGVQ6HbIKfONhs4t8Ibuk1PSon0tEREREREREREREFCsM3REREY0zgijg3m33YkfLjqBrFuYsxEMVD0EqiV/4IaieJuD1bwEnNo+8NmMqcP3zQPaMqJZU3daHR985ho+Ojb7bz6RULe64vBRXzciBVCqJYnVERMOz9brQVG3yd7Izw9Rijco5Kq0cOUUG/7hYA9InJsX1+c9rNsO6Y2dgZKy7sTGi+0v1emgXLggE7RSTJ0MiGfDrjXCobywEwYvuxlP+cJ0vZNdxsh6C1xP1s+UKJTLzC/1d7HwhO0NWDiRRDsoTEREREREREREREcUTQ3dERETjzG/2/AZvHX8r6PWpqVPx5PInoZApYljVKB16FXjzB4CjZ+S1C74NXHo/oNBErRy7y4snP6rGn7acgFcYXeefVJ0S31tRhJsXTIYyTmMTiej8ZjE50VxjCnSyM7eNfhR2KNQ6BXKLfQG73BID0vL0cQ3ZCS4X7Pv2B0J2jkOHItu1TS6H5sILoatYBF1FBTQzZkAiT7wfmUVRRE97WyBc11pbjfYTdXA7HVE/WyKVIn3SlP6AXWEJ0idOhlQmi/rZRERERERERERERESJJPFeQSAiIqKg/nHkH/jr4b8GvZ6nz8PTlz4NnUIXu6JGw9ELvH0HcGDdyGv12cC1TwNFl0S1pK01nbjn9YM42TW6sIpaIcUtFxfg1qUFSFInYKCRiM5Zfd0ONFf3h+x6OuxROUeTpEBusTHQyS41RwdJHEN2oijCWV0D63ZfyM62uxKiPbK/dmVBAXQVFdBVVEA7fz5k+gT7+gnAajYNCti1Hq+Foy82XfaMOXmDOthlTCmAQqmKydlERERERERERERERImMoTsiIqJx4p0T7+Cx3Y8FvW5UGfHsZc8iXZMew6pG4eR24LVvAuaGkddOXQmsfArQpkatHJPVhYffOopX9o5uDKFUAtxYPhE/uLQE2SnqqNVFRAT4gmZ9XQ40VZsDQbu+ruh0MNOmKJFXbEBuiRG5xQYYs7WDx6fGgbutPRCys27fDm9HZ0T3l6WmQrfI18lOd1EFFNnZEd1/rJw2q39EbA3a6mrQUlcNS1dkfw+C0aelI7ugv4NdVmER1Dp9TM4mIiIiIiIiIiIiIhpvGLojIiIaB3a27MTdW+8Oel0j1+APl/wBk5Mnx7CqEXjdwMZHgK2/AURh+LVKPXDFo8Csm4EoBT5EUcQbnzbj5+uPoMvqGtU9l07NxE8+W4birKSo1ERE5BsVakdzjRlNNSY0V5thMTmjcpbeqAqMi80rMSIlUxP3kJ1gs8G2e3dgZKyzpjai+0tUKmjLywMhO1VJCSTSxBgN7nY50VF/PBCya62thqmlKSZnq/VJgQ52WYUlyC4sht4YvcA7EREREREREREREdG5hqE7IiKiBHes+xi+v+H78AieIa/LJDI8vvRxzMiYEePKhtFZA7z6DaB538hrJ8wDrnsOSC2IWjmnum342euHsKm6Y1TrZ0004K4ryrCgIC1qNRHR+UkURZjbbL5OdjW+bnbWntEFgUOVlKb2d7IzILfYiOR0ddxDdqLXC8fhw76Q3SfbYNu/H3C7I3eARAL11KnQXeQbGauZMwdSVfzHoQpeLzpPnQx0sGutq0HnqXoIXm/Uz5arVMjKL+ofE1tYgpSs7Lj/t0BERERERERERERENJ4xdEdERJTAmixN+PaH34bVbQ265oGKB7BkwpIYVjUMUQQqXwDeuwfw2IdfK5EBS38CLP4xIIvOtyReQcRfPjmBJ96vht09crAhXa/CfSunYeXMHIYRiChiPC4v6va248SBLjTXmmHvjU7ILjlDMyBkZ0BymiYq54TK1dDg72S3HdadOyH09ER0f3luDnQVFdBXVEC7aBHkRmNE9w+VKIowtzb3d7Crq0H7iTp4XNHpYDiQVCZD+qQpyCkqQZY/YJeWNxFSmSzqZxMRERERERERERERnU8YuiMiIkpQJocJ3/rgW+i0dwZd87+z/xfXFl0bu6KGY+kA3rgNqH535LXGfOC654GJ86JWzpHmXvz01QM40Di6cMdN8ybiriumIkWriFpNRHR+MbVacXhzM47taIHTNnS30rEwZGmRW2LwBe2KjdAb49/RDQC8ZjOsO3YGRsa6Gxsjur9Ur4d24QLoFi2CrqICyilT4hqU9tiscHR1YPdrL8HU2IC2uho4rJboHyyRIDUnD9lFJYEOdhmT8yFXKqN/NhERERERERERERHReY6hOyIiogRk99hx28e3ob63PuiaL5R+AbfMuCV2RQ3n5Dbg5S8D1lGMb53zZeDyRwCVPiqlONxePPlhDZ7fchxeQRxxfUG6Dv933Qws5ChZIooAr1tA3f52HN7cjOYac0T3NuboBnWy06UkRshOcLlg37c/ELJzHDrk63waKXI5NBdeCF2FL2SnmTEDEnn8fpT1uFxoOPQpjm7bjPo9u+Cx+brRtkb53KT0DOQU9newyyoogkqrjfKpREREREREREREREQ0FIbuiIiIEoxH8OCOTXfgQMeBoGsunXQp7pp/V2KMQN33L2D99wHBPfw6TSpwze+AqVdHrZRPajtx92sHcbLLNuJauVSCby0txG0riqBWcOweEY2Nud2GI1uacXR7CxyWEZ4PRyktT4fcEqO/k50BmqTE6GAmiiKcNTWBkJ1tdyVE+wgjxUOkLCiArqICuooKaOfPh0yvi+j+obL19uDEvkrU7t6Bkwf2we10RPU8TVKyr3tdUQmyC32d7LQphqieSUREREREREREREREo8fQHRERUQIRRREP73gYmxo3BV0zJ3MOfrnkl5BJ4xwUEwTgoweBT54ceW3hJcC1TwNJ2VEpxWR14RdvH8V/9oxuhOGsiQb88voZKMtOjko9RHR+8HoF1H/aiUObm9B4zDS2zSRA+gQ98oqNvk52RQao9Ykz7trd3u4L2G3fDuu27fB0jKKzaQhkqamBcbG6iyqgyI7O14tQmFqbUbd7B2ord6K56ihEUYjKOQq1BlkFhf5wnS9gl5yRmRjBeiIiIiIiIiIiIiIiGhJDd0RERAnk6U+fxis1rwS9XmQowlMrnoJKFueRgi4r8Oo3gWNvDr9OrgYuewiY/w0gCuEBURTxxqfN+Pn6I+iyukZcr1PKcMflpfjSoimQSRlmIKLw9HbZcWRrM45+0gJb78jPPUORSICMSUnILTYgr8SInKIUqLSJE7ITbDbYdu8OdLNz1tRGdH+JSgVteXlgZKyqtBQSqTSiZ4RKFAS01FajrnIH6vbsQldjQ8TPkMnlyJicj6zCEuQU+QJ2xtw8SOMdpCciIiIiIiIiIiIiopAwdEdERJQgXqt5Dc98+kzQ65naTPzx0j8iRZUSw6qG0NMErL0JaA0+/hYAkD0DuO55IHNqVMpoNNnws9cPYWPV6LotXVKWiYeuvQC5Bk1U6iGic5vgFXDyUBcObW5Gw5EuQAx9D6VGjtIF2Zh8QRpyClOg1CTOj2Oi1wvH4cO+kN0n22Dbvx9wR2ZMLgBAIoF66lToLvKNjNXMmQOpKs4BcgBulxMNBz9F3Z6dOL5nF6zmMXYsHEgiQVrexED3uuyiEqRPmgK5InHClUREREREREREREREFJ7EeZWHiIjoPHa06yge3vFw0OtJyiQ8e+mzyNbFedxe015g7WrA0jr8urlfA654FJBHPlDhFUT8dVs9nni/CjaXd8T16XoVHrhmGq6akcNRfUQUMovJiSOfNOPoJ82wmJxh7ZGVn4zpi/NQVJ4JhTJxOpq5Ghr8ney2w7pzJ4SenojuL8/Nga6iAvqKCmgXLYLcaIzo/uGy9fbg+N7dqKvcifoDe+Fxhvfneqak9AzkFJchu7AYOYUlyCwohFLNoDcRERERERERERER0bmIoTsiIqI4s7gsuH3T7XAJQ48oVEqV+N2K36HIWBTjys5w+HXgtW8BHnvwNRIpcPkjwIJbozJO9khzL+569QA+bRxdMOQL5RNx95VTkZJAIxuJKPGJgoiGo904vLkJ9Qe7IAqht7VTqGQoWZCN6YtzkTExKQpVhs5rNsO6Y2dgZKy7sTGi+0v1emgXLAiMjFVOmZIwYWdTSxNqK3eirnInmquOQhSFMe+p0uqgzMyBbsJkaDJzcekVVyA5OTkC1RIRERERERERERERUaJj6I6IiCiORFHEA9sfQENfw5DXJZDg0SWPYm7W3BhXNoAoAlseBz4O3okPAKBMAm74C1B8WcRLcLi9+O1HNXhu83F4RxF+yU/X4f8+NwOLCtMiXgsRnbtsvS4c3daMw1ua0dflCGuP9Il6XLAkD8XzsqBUx/fHLcHlgn3f/kDIznH4MCCMPWwWIJdDc+GFvpDdogpoZs6ARJ4YP2KKgoCW2irUVe5EbeVOdDedisi+KZlZKCxfiKLyBUjKmYBNW7ZEZF8iIiIiIiIiIiIiIhpfEuMVESIiovPUy1Uv473694Jev3Penbh08qUxrOgMbgew/n+BAy8Nvy5lErDmJSBrWsRLqG7rw3f/tRc17ZYR18qlEty6tADfW1EMtSJxRjgSUeISBRGN1SYc3tyME/s7IITR1U6ulKJ4XhamL85D5uSkuHV3E0URzpqaQMjOtrsSon2Y7qRhUBYUQFdRAV1FBbTz50Gm10d0/7Fwu5xoOLgfdZU7UbdnF2w95ojsm11YHAjapU2cHPjz7e3tjcj+REREREREREREREQ0/jB0R0REFCdHuo7g0d2PBr3+mcmfwc1Tb45hRWewdAAv3Qyc2jn8uokLgC/8C9BnRPR4URTx78pG3PfGITjcI3dmmjXRgF9ePwNl2RztR0Qjs1tcOLatFYe3NqGnPbxgWmquDhcsyUPJgmyoNPH50crd3u4L2G3fDuu27fB0dER0f1lqKnSLFvmDdougyMmJ6P5jZevtwfG9u1FXuQP1B/bB43SOeU+ZXI5JF1yIwvKFKJw7H/pUdk0lIiIiIiIiIiIiIqLBGLojIiKKgz5XH27fdDvcgnvI6xOTJuLBigfj1i0JbUeAtV8AzEOPvQ2YcSNwze8AhTqix1ucHtzz2kH8d3/ziGu1ShnuuLwUX140BTJpnH6/iGhcEEURLbU9OLS5CXX72iF4Qu9qJ5NLUTQ3E9OX5CG7IDnmz9OCzQbb7t2BbnbOmtqI7i9RqaAtL/eNjK2ogKq0FBKpNKJnjFV3cxPq9uxEXeUONFcdgyiOfWSuWp+EgtnlKJy3EFNmzoZSo41ApUREREREREREREREdK5i6I6IiCjGRFHE/dvux6m+U0NeV0qVeGLpE9Ar4zSyr+YD4N9fA1x9w69b/jNgye1AhAMnh5t7cNuL+3Ci0zri2hVlmXjo2guQZ9BEtAYiOrc4rG5U7WzF4S3NMLWM/NwyFEOWFtMX56JsYQ7UekWEKwxO9HrhOHzYF7L7ZBts+/cD7qED2+FST5sG3UW+kbGaOXMgVakiuv9YiYKAltoq1FbuRN3uHehubozIvilZ2SgqX4DC8oXIK50GqYxjyYmIiIiIiIiIiIiIaHQYuiMiIoqxdVXr8MHJD4Je/8n8n2Bq2tQYVuQnisDOZ4H37gKG6xok1wCf+yMw/XMRPl7EP3ecxENvHYXLM3zXonS9EvevnI6rZ+bErxsgESU0URTRVt+Lw5ubUFvZDs8oxlSfSSqToGB2Bi5YnIfcEkPMnm9cp07B+omvk511504IPT0R3V+emwNdRQX0FRXQLloEudEY0f0jwe1youHgftTu3onje3fB1mOOyL7ZRSUoKl+IwvIFSJswiV9DiIiIiIiIiIiIiIgoLAzdERERxdDhrsP41e5fBb1+xZQrcEPJDTGsyM/rBt65E6h8Yfh1+mxg9Vogb05Ej++xu/HTVw7gnUOtI669bFoWHrt+Jow6ZURrIKJzg8vhQfWuNhza3ISuRktYeySnqzF9cR7KFuVAmxz95xqv2Qzrjp2+kN327XCfGroTarikej20CxYERsYqp0xJyLCZrceM43t3o7ZyJ04e2AePyznmPWUKBSZdcCGKyheiYM486FPTIlApERERERERERERERGd7xi6IyIiipFeVy9+vPHHcAtDjwWcnDwZ9y26L/ZBCLsZ+PdXgOMbh1+XPQNY/RKQkhfR4/efMuO2F/ei0WQfdp1CJsHdV07FVysSMyxCRPHV0dCHQ1uaUL2rDR6nN+T7JVIJ8i9Mx/TFuZhYlgqJNHrPM4LLBfu+/b6Q3bZtcBw+DAihd+ILSi6H5sILfSG7RRXQzJwBiTwxf/Trbm5CXeUO1FbuRHP1UV/X1TFS65NQMGceisoXYvKFs6FUcwQ5ERERERERERERERFFVmK+8kJERHSOEUUR939yP5osTUNeV0qVeGLpE9Ar9bEtrKsOePELQFfN8OvKrgY+9yygilx9oijiz1tP4NF3j8HtHT5kMSlVi9+vmY2ZEwwRO5+Ixj+304uayjYc3tyE9pN9Ye2hT1Vh+sW5mFqRC51BFeEK+7lOnULfRx/Bum0bbLsrIdqHDxqHSllQAF1FBXQVFdDOnweZPsZfT0ZJELxoqakOBO1MzY0R2deQlYPC8gUoKl+I3NKpkMpkEdmXiIiIiIiIiIiIiIhoKAzdERERxcCLx17Ehw0fBr3+0wU/RWlqaQwrAlC/FXjpi4DdNPy6i34AXHI/IJVG7GiT1YXb//0pPjrWPuLaq2bm4JHrZiBZrYjY+UQ0vnU1WXB4cxOqdrbC5Qijq50EmDzD19Vu0vQ0SKPU1U70emHZtBmmF1+EdevWiO4tS02FbtEif9BuERQ5ORHdP5LcTgdOHvwUdZU7cHzvbth6zBHZN6eo1Be0m7cQqXkT2QWViIiIiIiIiIiIiIhihqE7IiKiKDvUeQiPVz4e9PqV+Vfi88Wfj2FFAPb+A3jzh0CQUbcAAKkCWPlbYPbNET26sr4b31u7Dy09jmHXKeVS3L9yGtbMn8QgBRHB4/Kibm87Dm1uRuvxnrD20KYoMe2iXEy7OBdJqeoIV9jP090N839egXndOribmyOyp0SlgnbuXOgu8nWzU5WWQhLBMHSk2XrMqNu7C3WVO3HywH54XM4x7ylTKDB5xiwUli9AwZz50BtTI1ApERERERERERERERFR6Bi6IyIiiqJeVy9u33Q7PIJnyOtTkqfgvkX3xS5UJniBDx8Atj01/DqNEfjCv4ApF0XuaEHEHzfV4dcfVMMrDD9OtiBDhz+smYOpOckRO5+IxidTqxWHtzTj2PYWOG1DP5eOZNK0VExfnIfJM9Mgk0UnqCaKIuz798O0di363nkXonuYUPMoqadN84XsFi2CZu5cSFXRG38bCd3NjajdvQN1lTvRXHMMEId/rh8NdVIyCufMQ2H5AkyeORtKtSYClRIREREREREREREREY0NQ3dERERRIooi7vvkPjRZmoa8rpKp8PjSx6FT6GJTkNMCvPpNoOqt4dellwBrXgJSCyJ2dKfFiR++tB9bajpHXHvd7Dw8dO0F0Kn4bQrR+crrFnB8fwcOb2lCU7U5rD00SQpMrfB1tUvJiF5QS7Db0fPmmzCtXQvnkaNj2kuemwNdRQX0FRXQLloEudEYoSqjQxC8aKmuQm2lL2hnahn6612oDNk5KCxfiKLyBcgtmQqpTBaRfYmIiIiIiIiIiIiIiCKFr2YTERFFyb+O/gsfNXwU9Ppd8+9CaWppbIqxdQP/+BzQsn/4dQXLgRv+CmgMETt6W10nvr9uPzr6hh8tqFHI8NC1F+DzcydE7GwiGl96OmyBrnb2vvA6xeWVGjB9cR4KZmVAJo/e+FXniRMwr1sH82uvQ+jtDWsPqV4P7YIF0FUsgq6iAsopUxJ+nLbb6cDJA/tRW7kDx/fuhr03vFG/g0gkyCkq8QftFiI1b0LC/z4QEREREREREREREdH5jaE7IiKiKDjYcRBP7Hki6PWrC67GdcXXxaYYWzfw91VA64Hh1827Bfjso4AsMt8eeAURT31Ug6c+rhlxwmBpVhL+cPNsFGUmReRsIho/vF4B9Qc6cXhzE04dNYW1h0onR9miHEy/OBfG7Oh1DxW9Xlg2boTpXy/Cum1bWHuopk5F0iWXQFdRAc3MGZDIE/9HMqvZhON7d6O2cgcaDuyHx+0a855yhRKTZlyIwvKFKJw7HzpDYnf1IyIiIiIiIiIiIiIiGijxX+EhIiIaZ3qcPbh90+3wCJ4hr+en5OPehffGpovPaAJ3EqkvbLfgmxE7tq3Xge+v24cdx7tHXLt6/kTcv3I61AqODyQ6n/R1O3BkazOOfNIMW094Ia6cohRMX5yHwjkZkEfxOcTT2Qnzf16B6eWX4GluCfl+iUKBpCs+i9Q1a6C+8MJx0cWtq+kU6ip3orZyB1pqqjBienoUNEnJKJgzH4XzFmDKjNlQqNURqJSIiIiIiIiIiIiIiCj2GLojIiKKIFEUce8n96LZ2jzkdbVMjSeWPgGtQhv9YmzdwD+uHT5wp0zyjZMtvjRix26q7sCPXtqPLuvwIRqdUob/u24GVs3Ki9jZRJTYBEFEw6EuHNrShIZDXWHluJQaOUoXZGP64lyk5ekjX6SfKIqw79sH04tr0fvee4A79HG3itxcGG66CYbPXw95amoUqowcQfCiufoY6ip3oq5yJ0wtTRHZ15iT6+tmV74AuSVlkEoZsCYiIiIiIiIiIiIiovGPoTsiIqII+vuRv2PDqQ1Br9+94G4UG4ujX8jpwF3Lp8HXGCYBa14GMqdG5Ei3V8AT71fjmU11I66dnpuM36+Zg/z06I2BJKLEYTU7ceSTZhzZ2gyLyRnWHplTkjF9cS6Ky7OgUEUvuCXYbOhZ/yZMa9fCeexYWHvoFi+GcfVq6JcugUSWuCEzt8OB+oP7UFe5E8f37oa9t2fsm0okyCkuRZE/aJeaO2FcdPYjIiIiIiIiIiIiIiIKBUN3REREEfJpx6d4cs+TQa9fU3gNri26NvqFjCZwZ8wHvvomkDIhIke29TrwnX/txZ6TphHXfrViCu66sgwqeeIGUYho7ERBxKmj3Ti8pRknDnRCFEJva6dQyVAyPwvTF+chY1JSFKrs5zx+AqZ1a9Hz2usQ+vpCvl+akgLDddfBeNMXoJw8OQoVRobVbELdnl2o27MTDQf2w+MOb7TvQHKFEpNmzkJR+UIUzJkHncEYgUqJiIiIiIiIiIiIiIgSF0N35xmHw4Ft27bh2LFjMJlMUCqVmDBhAhYsWICCgoJ4l0dENG71OHtwx6Y74BE9Q14vSCnAPQvuiX63H7sp5oG7Y629+J+/7EZzj2PYdclqOR77/Ex89oKciJxLRInJ1uvC0W2+rna9ncM/LwSTPlGP6YvzUDI/C0p19H5kET0e9G3YANOLL8K2fUdYe6inT4dxzRokX3kFpBpNhCscO1EU0d3UiNrKHajbsxMtNVUIa67vGTTJKSiYMw9F5QsxeeYsKFTqCFRLREREREREREREREQ0PjB0l8BWr16NdevWDfrc5MmTUV9fH/JeHR0dePDBB/HXv/4VVqt1yDVz587Fvffei1WrVoVTLhHReUsURdyz9R60WFuGvK6Ra/DE0iegVWijW4jdBPx91QiBuykRDdxtru7Ad/61Fxbn0GHD02ZNNOB3q2djYmqUfw+IKC5EUURTtRmHNzfh+P4OCN7QQ11yhRRF87JwweI8ZE5JimpI2dPZCfO//w3TSy/D09oa8v0SpRLJV1wB481roJ4xI+HGpwqCF81VR30d7Sp3wNTSHJF9jTl5KCxfgKLyhcgpKYVUyo6lRERERERERERERER0fmLoLkGtX7/+rMBduDZu3IgbbrgBnZ2dw67bs2cPrr32Wnz5y1/G888/D6VSGZHziYjOdX87/DdsatwU9Po9C+5BkbEoukWMOnD3VsQCd+t2NeCe1w/BO8LIyFuXFOD2y0uhkEkjci4RJQ6HxY1jO1pweEszzG22sPZIzdVh+uJclC7IhkqriHCF/URRhH3PHpheXIveDz4A3O6Q91Dk5cG4+iakXH895MbEGqHqdjhQf2Av6ip34fjeXbD39Y59U4kEucVlvqDdvIVIzY3M1w8iIiIiIiIiIiIiIqLxjqG7BNTT04Nvf/vbEdlr69atuPLKK2G32wd93mAwID8/HyaTCadOnYLX6w1c+/vf/w6LxYL//Oc/Cde1g4go0exv348n9z4Z9PqqwlVYVRTlDqJ2E/D3a2MWuBMEEb96vwp/3Fg37DqjVoEnbrwQK8qyxnwmESUOURTRWteDQ1uaULenA16PEPIeMrkUhXMyMH1JHnIKU6L6PadgtaJn/XqYXlwLZ3V16BtIJNAtWQzj6tXQL14MiSxxurtZzSbU7dmJusqdaDj4KTxu15j3lCtVmDxzFgrLF6Bg9jzoDIkVLiQiIiIiIiIiIiIiIkoEDN0loDvuuANNTU0AAJ1OF3Qc7EhMJhO+8IUvDArcTZ48Gb/97W9xzTXXBF7cbGxsxMMPP4xnn302sO7VV1/Fb37zG/zoRz8aw6+EiOjcZnaYccfmO+AVvUNeLzIU4Z6F90S3iEDgbn/wNREM3DncXtz+70/x5oGhR+meduGEFDzzpbnISdGM+UwiSgxOmxtVO9tweEsTupvD+/7UkKXF9MW5KFuYA7U+el3tAMBZVwfT2nXoef11CBZLyPfLUlKQ8vnrYfzCF6CcNCkKFYZOFEV0N51CbeVO1FXuQEttNSCGPsr3TJrkFBTOnY/C8oWYPONCKFTqCFRLRERERERERERERER07mLoLsFs3LgRf/rTnwAAUqkU999/P+68886w9vrVr36F5ubmwOP8/Hxs3boVubm5g9ZNmDABzzzzDCZNmoR77ukPh/z85z/H1772NRgTbHQWEVEiEEQB93xyD1qtrUNe18g1eGLpE9DIoxg6s5uAf3xu5MDdV96MSOCu2+rCN/5eiT0nTcOuu3x6Fp78wmxolInTDYqIwiOKItrr+3B4SxNqdrfB4w69q51UJkHBLF9Xu7wSQ1S72oluN/o+3gDT2rWw7dgR1h7qGTNgXL0ayVdeAak6/uEzQfCiuepoIGhnbh0+9DxaxtwJKCpfgMLyhcgpLoFUyudsIiIiIiIiIiIiIiKi0WLoLoHY7XbccsstEP3dKr73ve9h3rx5Ye3V0dGB3/3ud4M+9/zzz58VuBvorrvuwnvvvYfNmzcD8I25ffzxx/GLX/wirBqIiM5lfz38V2xu3Bz0+r0L70WBoSB6BZwO3DXvC77GMNkXuDNMHPNxJzqt+NpfdqG+yzbsulsuzsddV06FTMrx5ETjmcvhQfUuX1e7zlOhd4kDgOR0NaZdnIupFbnQJisjXOFg7vZ2mP/9b5hfehme9vaQ75colUi+6ioY16yGZsaMKFQYGrfDgfoDe1FXuRN1e3fD0dc79k0lEuSWTPUH7RYgNXfsYWwiIiIiIiIiIiIiIqLzFUN3CeTee+9FXV0dAGDSpEl4+OGHUVlZGdZe69atg2XAGK0lS5bgkksuGfYeiUSC+++/f9C6F154AQ8//HBUO5IQEY03+9r34am9TwW9fl3xdVhZuDJ6BdjNowvcffWtiATudtd34xt/r4TZ5g66RioBHrhmOr68aMqYzyOi+Olo8HW1q97VBrdz6NHZw5FIJcifmY7pi3MxcWoqJFEM4IqiCHtlJbpffBF9H3wIeDwh76GYOBHGm25CynWfgzzO3Z0tpm4c37sLdZU7cfLgfnjdwZ9zR0uuVGHyzNkoKl+AgjnzoE0xjL1QIiIiIiIiIiIiIiIiYuguUezevRtPPvlk4PEf/vAH6PX6sPf773//O+jx17/+9VHdt3z5cuTn5+PEiRMAgNbWVuzYsQOLFi0KuxYionOJyWHC7Ztuh1ccOoxSZCjCT+f/NHoF2M3AP66NWeDuv/ubcMe/D8DlDT5SUquU4fdrZmNFWdaYzyOi2HO7vKitbMOhzc1orw+vo5reqAp0tdMbVRGucDCvxYre9W/A9OJaOGtqQt9AIoF+yRIYb14D3cUXQyKVRr7IURBFEd1Np1C7ewfqKneipbYqIvtqUwwomDMfRfMWYNIFF0Khiv+IXCIiIiIiIiIiIiIionMNQ3cJwO124+tf/zq8Xl+A44YbbsDVV18d9n4WiyUwIva0z3zmM6O6VyKR4NJLL8Xzzz8f+Nybb77J0B0REQBBFHD31rvRbht6dKFGrsETy56ARq6JTgExDNyJooinN9bhV+8NHwLJTFLhha/OwwV5KWM6j4hir6vZgsNbmlG1oxUue+hd4iABJl+QhumL8zB5eiqksuiG15w1NTCtXYee//4XgtUa8v0ygwGGz18Pw003QTkhPqNVBa8XzVVHUVvpC9qZ21oism9q7gQUzluIovIFyC4qgVQqi8i+RERERERERERERERENDSG7hLAI488goMHDwIADAYDnnoq+MjC0Th8+DDcA8ZR5efnIzs7e9T3X3TRRYNCd/v37x9TPURE54r/VP8HW5u2Br1+36L7UJBSEJ3DRx24e3PMgTu3V8A9rx3Ey5WNw64ry07CC1+dh1xDlEKGRBRxHrcXdXs7cHhLE1pqe8LaQ5us9HW1uygHyWnR/f9fdLvR99FHML24FrZdu8LaQ33hTBhXr0byFVdAqopuF75guppOYe/b/0X1zm1w9IXXTXAgiUSK3NIyFJYvROHcBUjNzYtAlURERERERERERERERDRaDN3F2ZEjR/CLX/wi8PjRRx8NKSA3lKNHjw56PG3atJDuP3P9mfsREZ2P2qxt+M2e3wS9fn3x9bi6IPwupcOym4F/fG6EwN0kf+Bu0piO6nW48Z1/7sXW2s5h1y0pycAf1sxGkloxpvOIKDbMbTYc2tKEY9tb4LSG0dUOwMSpRkxfkocpM9Mhi3JXO3dbO8wvvwzzyy/D09ER8v0SlQrJV18F4+o10FwwPQoVjkwURTRVHUHl+ldRV7lzzPvJVSpMmTkbheULUTBnHrTJ7DBKREREREREREREREQULwzdxZEgCPj6178Ol8sFAFi8eDG+8Y1vjHnfqqrBowAnTgyt49GZ60+ePAmHwwG1Wj3m2oiIxqtHdj0Ci9sy5LUSYwl+Ov+n0Tk4ELjbG3yNYZJ/pOzYAneNJhv+56+7Ud029K/ztNXzJ+Hnq6ZDEeXQDRGNjdcj4Ph+X1e7pipzWHtokhQoW5SDaRfnwpCpjWyBZxBFEbZdu2F68UX0ffgh4PWGvIdi0iQYV6+G4XPXQmYwRL7IURAEL+oqd2L3G6+gpWb4Ed0j0aYYUDh3PgrLF2LSjAuhUManUx8RERERERERERERERENxtBdHD311FPYsWMHAECpVOK5556DRCIZ877t7e2DHk+YMCGk+7OysiCXy+Hx+LqgCIKArq4u5OWNfWxVe3s7OkLsVlJbWzvoscViQW/v2MdyUWRZrdZhHxONZ5uaN+Gjho+GvKaSqfDA3AfgsrnggiuyBzt6oHv1i5C17g+6REieCOvnX4IoNQBjeG483NKH7718GJ1W97DrfrB8Cr62cALsVgvsYZ9GkcTnXzpTX5cTNbs6ULe7Ew5LeF3tsgqSULwwA5MuMEAmlwLwRO37L8Fige2dd2D9zyvwnDgR+gYSCdQXXwzd5z8P1YL5kEilsAJjek4Mh8ftQs32LTjw3lvobW8Nex9DTh4mz5qLyRfORWZ+ISRSX8DZ7nDC7nBGqlyKAD7/EhHFB59/iYjih8/BRETxwedfIqL44PPv+GCxDN9QJpoYuouTEydO4Gc/+1ng8V133YWysrKI7H3mf1A6nS6k+yUSCTQaDfr6+oLuGa6nn34aDz744Jj22LVrF1pbw38hk2Jj165d8S6BKCIcogO/7f1t0OvLFMtwvPI4juN4RM+Ve6yoqPsVZLbg+1qV6fhk4g9h31MDoCbssw52S/D3GilcQvDgt1wi4ovFAvIdtdi4sTboOoo/Pv+en0QBcHTIYWlQwNkpAxD6P+SQKETo8tzQTXRDoe9DvakZ9VsiX+tpytZWGLbvQPLevZC6Qg8te3Q69M6bB/OC+fCkpgIOO7BpUxQqHZ7X6UBPzVH0VB+G1xFGHFkigTo9C7oJk6HLmwxlcgqsAI40NOJIQ2PE66Xo4fMvEVF88PmXiCh++BxMRBQffP4lIooPPv8mpoaGhridzdBdnHzzm98MpGDLyspw9913R2zvMwNy4YyFjVbojohovHnf/j76xL4hr+XIclChqoj4mXKvDRV1v4JxpMBd0V2wK9PHdNamFgleq5dCHCago5OL+EaZF/lJYzqKiKLAY5fA2qiA9ZQCgjO8kc9Kgxe6SS5osz2QyCJc4Jk8HugPH4Zh+w5ow+lqB8A+aRLMixbBMnMGRHn8fpxxW/tgPnYIvXXHIHpC6ygokcmhzZngC9rlToIsjO/XiYiIiIiIiIiIiIiIKH4YuouDP//5z/jwww8B+LrKPffcc1AqlRHb3+FwDHoczt4qlWrQY7udQwSJ6PxT76nHLtfQ/2JBAgmu1VwLWYQTKnKvDRW1j40ucKfKCPscQQReq5dic+vwIZ1MtYhbp3qRzjwIUcIQRcDRIYP1lBKO9jC72slFaHPd0E9yQ5EkRL7IM8jNPUjZtRMpu3ZD3jd0kHk4gkKBvlmzYF60EM68vChUOHpOUxdMRz6FpeG47w8jBEpjGoxTZ0I3YQqkcQwMEhERERERERERERER0djwlZ4Ya2lpwe233x54fMstt2Dx4sURPePMznauMMZ1OZ3OYfcM13e+8x3ccMMNId1TW1uLa6+9NvB4/vz5mDp1akTqocixWq2D2qnOnz8/5NHGRInE5XXh+Y+fD3r9pqKb8MUZX4zsoc5e6F65ediRskLyBAg3vIyFKRPDPsbm8uKn/z2Gza3dw66bMzEZT14/DQatIuyzKPr4/Hv+sPW6ULu7E7U7O2E1h/79HQCkTdCieGEGpsxKhUIZ3bZ2oijCVbkHlv/8G47NWwCvN+Q9ZBMnQH/956G9+ipIk5OjUOXoiKKIpqOHcODd9Wg6eijk+/OmzcDMy69G3tQLIJGEHpKkxMTnXyKi+ODzLxFR/PA5mIgoPvj8S0QUH3z+HR+OHj0at7MZuoux7373uzCbzQCA7OxsPPbYYxE/Q6/XD3p8Zue70Tizs92Ze4YrMzMTmZmZY9pDr9cjOY4vutLo6HQ6/jnRuPaH/X/AScvJIa/l6fPwg/k/gFahjdyBXjfw2s1A6/7ga1ImQfrVN5FknBz2Me29DnxjbSUONvUMu27VrFw89vmZUMmjPWuSIo3Pv+cWURDReMyEQ1uaUP9pJwQhtM5qACBXyVAyLwvTF+cic3L0/9vw9vWh5/X/wrR2LVzHg4eIg5JKoV++HMbVq6GrWASJNLyxuZHg9XhQvWMrdq9/FR31of1aJFIpShctRvnK65CVXxilCimR8PmXiCg++PxLRBQ/fA4mIooPPv8SEcUHn38TU6TyTOFg6C6G/v3vf+O1114LPP7tb38Lg8EQ8XPO/A/KarWGdL8oilEL3RERjQe1plr86eCfgl6/b+F9kQ3ciSLw9u3Aic3B16RMAr76JjCGwF1Vax/+56+70WQefmT4/64owg8vK2E3JqI4svW6cGx7Cw5vbUZvx/D/zwaTlqfHBUtyUTI/G0pN9L/td1RVwfTiWvSsXw/RZgv5fllqKgw33ADjF26EIjc3ChWOnsthx8GP3seet19HX2dHSPcqVGrMuORyzL1yFZIzxvaPTYiIiIiIiIiIiIiIiCgxMXQXQ3fccUfg46uuugo33nhjVM45s5NcY2NjSPe3tbXB4/EEHkulUqSnp0ekNiKiRCeIAh7c/iA8gmfI61cXXI2KvIrIHrrjaWDPX4Nfj0Dg7lBTD27+00702N1B18ilEvzfdTNwY3n4o2uJaGzcTi92rj+OgxsbIXhC72onU0hRXJ6J6YvzkJWfHPXwrOhyoff9D2Bauxb2PXvC2kMzezaMa9Yg6fLPQKpURrjC0FjNJux7dz0+ff9tOKyWkO7Vphgw54prMPOyK6DRJ0WpQiIiIiIiIiIiIiIiIkoEDN3F0OmxsgDw1ltvhfUi6MmTJ8+6b9++fZg1a1bgcWlp6aDrDQ0NIZ1x5vrJkydDrVaHVigR0Tj1ctXL2N+xf8hrBpUBd8y7Y8hrYat6B3jvnuDXYxS4S1LL8cwX5+KiIoasieLl1NFubPjnMfR1OUK+15itxfQleShdkA21ThGF6gZzt7TA9PLLMP/7P/B2doZ8v0SjQcrKlTCuvgnqqVOjUGFoupsbUfnmaziy+WN43cGfK4dizMlD+crPYdriFZDHOTRIREREREREREREREREscHQ3TmorKxs0OMjR46EdP/Ro0eH3Y+I6FzVam3Fk3ufDHr9znl3IlWdGsEDDwL/+TqAIN2sNKnAV/4b9cBdnkGDv35tHoqz2JmJKB4cVjc+eaUWx7a1hHSfVC5B4exMXLAkDzlFKdHvaieKsG3fDtPatej76GNAEELeQzllCoxrViPl2mshS06OQpWhaao6isr1r6C2cqdv1HcIckrKMO+a61E0dwEkUmmUKiQiIiIiIiIiIiIiIqJExNDdOWj69OlQKBRw+7t01NfXo6WlBTk5OaO6/5NPPhn0eGAXPSKic5UoivjFzl/A6rYOeX1RziJcXXB15A7sawNevAkIch5kSuCmF4HUgrCPGE3g7sIJKXj+K+XITGJHU6J4qNvXjs1rq2HrdY36npQMDaYvzkNZRTY0+uh3VvP29qLn9ddhenEtXPX1oW8glSLpkhUwrl4N7aJFUQ8HjkQUBNTt2YXd619Fc1Vo/zgFAArLF2LeyuuQVzYtCtURERERERERERERERHReMDQXQz997//DQThRuvTTz/F7bffHniclZWFf/7zn4PWFBUVDXqclJSEJUuW4KOPPgp87oMPPsCXv/zlEc8TRREffvjhoM+tXLkypJqJiMajD05+gI2nNg55TS1T495F90YuKOK2A+vWAL2NwdesfAqYvCjsI0YTuLukLBO/XzMHGqUs7HOIKDzWHie2rKtG3b6OUa2XSiXIn5WB6UtyMaHECIk0+sE1x7FjMP3rRfS8+SZEuz3k+2Xp6TDc8HkYb7wRilH+449o8rhcOLJlAyrffA2m5mGef4cgk8sxbckKzL36c0jLmxilComIiIiIiIiIiIiIiGi8YOguhpYuXRryPXL54D8itVqNSy+9dMT7rrnmmkGhuz//+c+jCt1t2LABJ06cCDzOysrCggULQqiYiGj86XH24JFdjwS9/t1Z38XEpAiFLEQReP07QFNl8DWLfwzMWh32EaMJ3F06NQtP3zwHSjlHIhLFkiiKOLa9BZ/8pxZOm2fE9doUJWYsm4CpFTnQpaiiXp/gcqHvvfdhevFF2PftC2sPzdy5MK5ZjeTLLoNEGf1OfCNxWCz49IO3se/d9bCaTSHdq9LqcOFnrsTsz66E3hjB8eJEREREREREREREREQ0rjF0d4666aabcPfdd8Nq9Y0t3Lx5Mz7++GOsWLEi6D2iKOLBBx8c9Lmvfe1rkEoZyCCic9tv9vwGnfbOIa9NTZ2KL077YuQO2/hL4PCrwa9PvQZY/rOwtz/U1IMv/pmBO6JE1Ntpx4Z/HkPjsdEFv6YvzsWi64qg0kT/W3Z3czNM616C+T//gbe7O+T7JQ5icXIAAQAASURBVFotUlauhHHNaqhLS6NQYeh6O9ux9+3/4sBH78PtCK1TX1JaBuZetQozVnwGSo02ShUSERERERERERERERHReMXQ3TkqMzMTt912Gx599NHA52655RZs3boVubm5Q97zyCOPYPPmzYHHKSkpuOOOO6JeKxFRPO1u3Y1Xal4Z8ppMIsODFQ9CLo3Ql8sD/wY2/TL49ZxZwOeeBcIMOx9u9gXuzLbhAneZDNwRxZggiDi4oRE7/lsHj0sYcX1KhgbLv1iGvFJjVOsSBQHWbdthWrsWlg0bAGHk2s6kLCiAcfVqpFy7CrKkpChUGbr2+uOofPM1VG3bDMHrDenejElTUH7N9ShdtBgyOX9UIiIiIiIiIiIiIiIioqHxlaRz2J133om//e1vaG1tBQCcOHECFRUVeOqpp7By5UpIJBIAQGNjIx5++GE8++yzg+6/5557kJrKMVpEdO5yep34+fafB73+5WlfxtS0qZE57NQu4L/fDX49KRdYvQ5QhtdR6XCzb6TsSIG7PzBwRxRT3c1WfPyPo2g70TviWokEmHXpJMxbmQ+FUha1mrw9PTC/9hrMa9fBdfJk6BvIZEhasQLGm9dAu2BB4HvKeBJFEQ2HPsXuN17ByQOhj8WddMGFmHfN9Zg8c3ZC/HqIiIiIiIiIiIiIiIgosTF0dw5LTU3FSy+9hMsvvxwOhwMAcPLkSaxatQoGgwH5+fkwm81oaGiA94wuIKtWrcLtt98ej7KJiGLmuQPPob63fshrE/QT8O1Z347MQaaTwLo1gNc59HWFFlizDkjOCWv70QTuLinzBe5U8ugFeYion9cjYO97J1H5dj0Erzji+rQ8PVZ8uQyZk5OjVpPjyBF0v/giet98C6L/e8NQyDLSYbzhRhhuvAGK7OwoVBg6wetF9Y6t2P3Gq2ivrwvpXolEipJFF2PeyuuQVVAUpQqJiIiIiIiIiIiIiIjoXMTQ3TluyZIleOutt3DDDTegu7s78Hmz2Yx9+4buArJmzRq88MIL7PJBROe0GlMNXjj4QtDr9y66Fxq5ZuwHOXqBtTcB1o4gCyTAdc8DOReGtf2R5t5RBe6e/iIDd0Sx0naiFx//4yi6m60jrpXKJZh3ZT5mXz4JMlnku1AKTif63nsPpn+9CPunn4a1h7a8HMab1yDpkksgUSojXGF43A4HDm54H3ve+i96O9pCuleuUmHG8s9g7lWrkJKZGOFBIiIiIiIiIiIiIiIiGl8YujsPrFixAkeOHMGDDz6Iv/3tb7DZbEOumz17Nn72s5/huuuui3GFRESx5RW8eGDbA/CIniGvX1N4DSpyK8Z+kOAFXvk60H4k+JpLHwCmXh3W9r7A3Y5hA3crGLgjihm3y4udbxzHgY9OQRy5uR2yC1Kw/EtlSM3RRbwWV2MTzC+9BPN//gOvyRTy/VKtFsmrroFx9WqoS0oiXl+4bD1m7Ht3Pfa//zYclr6Q7tUkp2D2Z6/GrM9cBU1S9DoKEhERERERERERERER0bmPobsEt2zZMoijedV2BFlZWXj66afxxBNPYNu2bTh69CjMZjOUSiXy8vKwYMECFBVxrBYRnR/WVa3Dgc4DQ14zqoy4vTxC47Xf/xlQ837w67O+CFz0/bC2Ph24M40QuPsjA3dEMdF4rBsb/nkMvZ0jj22Vq2RYdG0hZizNg0Qauc7CoiDA+sknML24FpaNGzGq5N8ZlEWFMK5ejZRVqyDT6yNW21iZWppQ+eZrOLLpY3jcrpDuNWTnoPzq6zBt6QoolKooVUhERERERERERERERETnE4buzjMajQaXXHIJLrnkkniXQkQUF63WVjy196mg1++cfyeMauPYD9r9Z2DH08GvT74IuPo3QBijvI+2jBy4W16awcAdUQw4bW5se6UWRz5pGdX6SdNSsfTmUiSnRWB8tZ/XbIb51ddgWrcO7oaG0DeQyZB02WUwrl4N7fx5kITxvBQtLTVV2P3GK6jZvT3kEGFOUSnmXXM9CuctgFTK50IiIiIiIiIiIiIiIiKKHIbuiIjovCGKIh7e8TBsnqHHbF+UdxGuyr9q7AfVbQDeviP4dWM+8IV/AnJlyFsfbenFmudHDtw986W5DNwRRdnx/R3YtLYKtp6RO6+ptHJcfGMxShdkRyzUZj90GKYXX0TvW29BdDpDvl+ekQHDjTfCcOONUGRlRqSmSBAFAcf3VWL3G6+g6djhkO8vmDMP8665Hnll0xMqQEhERERERERERERERETnDobuiIjovPHeyfewqXHTkNc0cg3uXXjv2AMaHdXAy18BRO/Q19UpwJqXAW1qyFv7OtztHEWHOwbuiKLJ1uvC5nXVqNvbPqr1RXMzsfgLJdAmhx60PZPgdKL3nXdgenEtHAeGHpM9Eu38+TCuWY2kSy6BRKEYc02R4nG7cXTrBlSufw3dTadCulcqk2PakuUov/pzSJswKUoVEhEREREREREREREREfkwdEdEROeFHmcPfrnzl0Gv3zbrNuTp88Z2iLULePFGwNkz9HWJDLjx70BGSchbH2v1Be66rcE7ai3zB+7UCgbuiKJBFEVU7WzF1pdr4LR5RlyvTVFi6epSFMzKGPPZrsZGmNetg/k/r8BrNod8v1SnQ8qqVTCuvgmq4uIx1xNJDqsFBz58F3vfeQNWU3dI96q0Osy87ArM+exK6FPTolQhERERERERERERERER0WAM3RER0Xnh13t+jS5H15DXpqdNx81Tbx7bAR4n8NIXAdOJ4GuuegIoWBby1sdae7Hm+eEDd0tLMvAMA3dEUdPbZcemf1Wh4cjoQmHTLspBxfVFUGnD7yQnCgKsW7bA9OJaWDZvBkQx5D1UxUUwrlmD5JXXQKbXhV1LNPR1dWLP2//FwY/ehctuD+lefVo65l5xDWZc8lmotNooVUhEREREREREREREREQ0NIbuiIjonLe7dTderXl1yGsyiQwPVjwImXQMYTVRBNb/AGjYFnzNwu8C5V8LeevRBu6e/RIDd0TRIAoiDm5qxPbXj8PjDDI2eoDkdDWWf7EME8pCHyF9mtdihfmll2Batw7uU6GNWQUAyOVIuuxSpK5ZA015+djHZkdYR0M9Kte/imOfbILgHfn3dKD0iZNRvvI6lF20BDJ54ozGJSIiIiIiIiIiIiIiovMLQ3dERHROc3gceHD7g0Gvf2X6V1CaWjq2Qz55Evj0xeDXiy8HPvNQyNtWtfYxcEcUR90tVmz4xzG0Hg8yMnoAiQS48JKJmH9NARTK8P9/7H3/fbQ99DA8HR0h3yvPzIThCzfCcMMNUGRmhl1DNIiiiFOHD6Jy/Ss4sX9PyPdPnD4T81Zehymz5iZciJCIiIiIiIiIiIiIiIjOPwzdERHROe3ZA8/iZO/JIa9NTJqIb1/47bEdcHQ98OEDwa9nTgc+/2cgxE56Va19WP38jmEDd0sYuCOKCq9XwL73TmL32/UQPCOPdE3N1WHFl6YiKz857DPdbW1ofeghWD78KOR7tQsXwrh6NZJWLIdEkVjd3wSvFzW7tmH3G6+g7XhtSPdKJFIUL7wI81Zeh+zC4ihVSERERERERERERERERBQ6hu6IiOicVdVdhb8e+mvQ6/ctug9quTr8A5r3A69+M/h1XQawZh2gSgppW1+Hu5EDd88xcEcUce0ne/Hx34+hq8ky4lqpTILyK6dgzuWTIZNLwzpPFASY1q1DxxO/hmC1jvo+qV6PlGuvhXH1TVAVFoZ1djS5nQ4c2vgh9rz5Gnra20K6V65U4YLll2LuVZ+DISs7ShUSERERERERERERERERhY+hOyIiOid5BS8e2PYAPKJnyOurCldhYc7C8A/obQbW3gS4bUNfl6mAm9YChkkhbVvd5gvcdQ0TuFtcnM7AHVGEuV1e7F5/Avs/bIA4cnM7ZOUnY/mXypCWqw/7TEd1NVrvux/2/ftHfY+qpATGNWuQsvJqSHW6sM+OFltvD/a/9yb2vfcWHH29Id2rSUrGrMuvxqzLr4I2OSVKFRIRERERERERERERERGNHUN3RER0Tlp7bC0OdR0a8lqqOhW3l98e/uYuqy9w19cSfM21TwMT54W0bW17H1Y/N3Lg7vkvlzNwRxRBTVUmbPjnMfR02EdcK1dKsXBVIWYsnwCpVBLWeYLTic5nnkHXn/4MuN0j36BQIPmyy2C8eQ00c+ZAIgnv3Ggyt7ag8q3XcXjDB/C4gz+HDSUlKxvlV30O05ddAoVqDN1HiYiIiIiIiIiIiIiIiGKEoTsiIjrnNFua8dS+p4Je/+n8n8KgNoS3uSAAr90KtHwafM2yu4AZnw9p2/Y+B77ywm4G7ohiyGn3YNurtTiypXlU6yeUGbH8i2VITteEfaZ11y603nc/XPX1Iy+WSpH6pS8h7ZavQ56REfaZ0dRSW4XKN15Fza7tEEUhpHuzC4tRvvJ6FC9YBKmUz2tEREREREREREREREQ0fjB0R0RE5xRRFPHwjodh9wzdsWpx3mJ8dspnwz/g44eAo+uDX7/g88DSn4S0pc3lwS1/q0STOXiXLQbuiCLrxIFObPrXMVh7Ru7KptLKcdHni1G2KDvsLnPenh60/epX6PnPK6Nar5o2FTkPPQTN9OlhnRdNoiDgxP492L3+FTQeGbqj6HDyZ5dj3jXXY8LUCxKyax8RERERERERERERERHRSBi6IyKic8q79e9iS9OWIa9p5Brcu/De8EMex94Gtv46+PUJ84BVfwBC2N8riPj+uv040NgTdA0Dd0SRY+t1YevL1aipbB/V+sLZGVh8Uwl0KaqwzhNFEX3vvIPW/3sE3s7OEddLNBpkfO97SP3ylyCRJ9a36l6PG0e3bkLl+lfR1dgQ0r1SmRxTL16G8pWfQ/rEyVGqkIiIiIiIiIiIiIiIiCg2EuuVPCIiojGwuW14fPfjQa//7+z/RY4+J7zNe1uA/343+PWUicBNLwIKdUjb/uKto/jgSFvQ6xcXMXBHFAmiKKJ6Vxu2vlwDh9U94npNshJLbypB4ZzMsM90Nzej9cGfw7Jp06jW6y6+GNkP3A/lhAlhnxkNTpsVBz58F3vfeQOW7q6Q7lVqNJh56RWYc+U1SEpNj1KFRERERERERERERERERLHF0B0REZ0z/nn0n2i3D929akb6DKwuWx3exoIAvHYrYO8e+rpSD6x5CdCHFs7527Z6vPDJiaDXZ+Sl4Lkvz2XgjmiM+rod2PivKjQcHl1gbGpFDiquL4JapwjrPNHrhelf/0L7k7+FaLONuF5mNCLr7ruQfPXVCTVuta+7E3vffgMHPnwXLvvIv46B9MZUzLlyFWZe+lmotLooVUhEREREREREREREREQUHwzdERHROaHb0Y0XDr0w5DW5RI77F90PmTTM8Nr23wMngnWqkgCffwHImh7Slh8dbcOD6w8HvZ5n0ODPXymHVskv1UThEgURhzY3YftrdXA7vSOuT0pTY/kXyzBxamrYZzqOHUPLvffBcfDgqNanfO5zyLzzDsiNxrDPjLTOUydRuf41HN26EYLXE9K9aRMmoXzldZh68VLI5OGFFomIiIiIiIiIiIiIiIgSHV/JJyKic8Kznz4Lq9s65LXVU1ejNLU0vI2b9wMf/Tz49cU/AkouD2nLQ009+N7afRDEoa8nqeR44avzkJkc2qhaIupnarViwz+PoaW2Z+TFEuDC5ROxYFUBFKrwwrmCw4HOP/wBXS/8BfCOHPBTTJqEnAcfgG7RorDOizRRFNF49BAq17+K43t3h3z/hGkXYN7K65E/ay4kUmkUKiQiIiIiIiIiIiIiIiJKHAzdERHRuNfQ24CXq14e8lqSIgnfnPHN8DZ2WYFXbgEE99DX8+YCy+4Kactmsx3/89fdsLmGDuXIpRI8/cU5KM1OCrVaIgLg9QrY/0EDdr9ZD69HGHG9MUeHFV8qQ3ZBSthnWrdtQ8sDD8Ld0DDyYpkMaf/zP0j/7ncgVcc/WCsIXtTu2o7d619Fa211aDdLJCiZX4Hya65DTlGYwWYiIiIiIiIiIiIiIiKicYihOyIiGvee2vcUPOLQIxBvmXkLDGpDeBu/exfQVTP0NaUeuO55QDb68Yl9Djf+56+70d7nDLrm4WsvwOLijFArJSIAHQ19+PgfR9F5yjLiWqlMgrmfnYy5n50CmSK8zmwekwntjz6GntdfH9V69YwZyHno51CXlYV1XiS5XU4c3vgR9rz5GsxtLSHdK1coMX3ZpZh79bUwZudGqUIiIiIiIiIiIiIiIiKixMXQHRERjWsHOw7ivfr3hryWpc3CmrI14W18dD2w92/Br1/xGJBWOOrtPF4Bt724D8da+4Ku+fayQtw0f1IoVRIRAI/Li91v1WPfBw0Qg81tHiBzchJWfHkq0vL0YZ0niiJ6169H2yO/hNdkGnG9RKtF5g9+AOPNayCRhTe+NlJsvT349P23se/d9bD39YZ0rzopGbM+cxVmf/ZqaJPD7wxIRERERERERERERERENN4xdEdEROOWKIr49Z5fB73+vdnfg1oexvjG3mbgje8Fvz79OmDW6MN8oijivjcOY1N1R9A1V8/MwR2f4XhGolA115ix4Z/HYG6zjbhWrpBiwaoCzFwxEVKpJKzzXKdOofWBB2H95JNRrdcvXYrs+++DIje+HeHMba3Y89ZrOLThQ3hcwbttDiUlMwtzr7oWFyy7DIoEGIlLREREREREREREREREFG8M3RER0bi1pWkLKtsqh7xWbCzG1QVXh76p4AVe/SZgD9K9KmUicPVvAMnoAzvPbT6OF3c2BL0+d7IRj99wYdghIKLzkcvuwfbX6nBoc9Oo1ueVGrH8i2VIydCEdZ7o8aD7b39Hx+9+B9HhGHG9LD0d2ffcjaTPfhaSEJ4vIq21rga717+Kmh2fQBSFkO7NKijCvGuuR/H8Ckjj3KGPiIiIiIiIiIiIiIiIKJEwdEdEROOSV/DiN3t+E/T6j+b+CDJpGCGRbU8B9VuGviaRAtc9B2gMo97u7YMteOSdY0GvT07T4rkvzYVawUAL0WjVH+zEpherYDGN3LFNqZHjos8XYWpFTtjhN/uhw2i57144jxwd1XrDDZ9H5u23Q5YSnxGsoiii/tO92P3GKzh1+EDI90+ZNRfzVl6PidNnxDUwSERERERERERERERERJSoGLojIqJx6Y26N1Brrh3y2oLsBbgo96LQN23aC3z8cPDri38MTK4Y9XZ7G0z44Uv7g15P0SjwwlfnIU2vCqFIovOXvc+FLS/XoGZ326jW51+YjqWrS6EzhPf/mGCzoeOp36H7738HhJG7xCmnTEH2zx+Ebv78sM4bK6/Hg6ptm7F7/avobKgP6V6pTIayiiUoX3kdMibnR6dAIiIiIiIiIiIiIiIionMEQ3dERDTu2D12/H7f74Ne/2H5D0PvzuS0AK/cAgieoa9PmAcs/cmot2vosuEbf6uE0zN0UEcpk+K5L81FYYY+tDqJzkOiKKKmsg1bXqqBw+Iecb0mSYElN5WicE5G2J3aLFu2oPX+B+Bubh55sUKB9G/cgrRbb4VUFfsQrdNmw8GP3sWed96ApaszpHsVag1mXnI55ly5CsnpGVGqkIiIiIjo/9m76+gorrcP4N/VuBFPIARNkARI0B9QvLhDcYJri0uR4hQvUBwKBIeixSEUdw1OggXiIe7Jyrx/5GWb2Z3VODyfcziHmXvn3puV2bs7zzyXEEIIIYQQQggh5NtCQXeEEEJKnH2v9yEmI4azrG25tqhmW03/Rs//CsS/5y4TWwDdtgECkU5NJaVLMNj/PuLSstXWWd7DG/XK2+o/TkK+M6kJmbi2Pwghz+N0qu9Z3wkNe1aCsZlu71dl0rg4RC9ZiuTTp3Wqb1KrFpwXzIdRpUoG9ZcXqQnxeHzuJJ4FnENWeppex5pZ26BW206o0aotjM0o+JcQQgghhBBCCCGEEEIIIYQQfVDQHSGEkBIlITMB259v5ywT8oUYV2uc/o2+PAE82aO+vP1KoJRuyy1mS+UYufch3n9RHwAzqVVldKnlqucgCfm+MHIGL29G4Paxd5BkyrTWtyhljKb9POBWzbBgVoZhkHT8BGKWLYMsKUlrfb6ZGRymTIZ1r17g8fkG9WmouLBQPDx9DK9vXIFMqiY7pxqlXEqjdqduqNKoGYQiwwITCSGEEEIIIYQQQgghhBBCCPneUdAdIYSQEmXrs61IlaRylvX26I3SFqX1azApDDilIVCveg/Au5dOTTEMg1+PPcPdD/Fq63T3KY1fmlfUb4yEfGcSo9NxZe8bRLxN1F6ZB3g3LY16nctDbGzY1Db70ydEzp2H9Lt3dapv3rIFnH77DSJHR4P6MwTDMAh/8xIPTh3Dh0f39T7e1bMq6nTqjvK16hR6kCAhhBBCCCGEEEIIIYQQQggh3xoKuiOEEFJihKaE4mDQQc4yC5EFRnqP1K9BuQw4NhLIVJPVytoN6PAHwOPp1Nyf/77DscfhassblLfFkm5e4OnYHiHfG7lMjsBLobh/+iNkErnW+jZOpmg2oAqcK1gZ1B8jkSBux07EbtwIJitLa32hgwMcf5sNy1atDOrPEHK5DO8f3MODU0cR+TZIv4N5PFSq0wC1O3aDS2XPghkgIYQQQgghhBBCCCGEEEIIId8hCrojhBBSYqx7vA5SOfdSikO8hsDa2Fq/Bm+tAT7d5C7j8YFu2wBj3YJ5jj8Jw+pLwWrLK9ibYXN/X4iFlGGKEC5fQlNwZc8bfPmcorUun8+DT5uyqN3WHQKRYe+pjKdPEfnbHGQFq3/f5mbdpzccJk2CwMLCoP70JcnOwqtrl/HozHEkREbodaxAJEK1Ji3g274rSrnQUtaEEEIIIYQQQgghhBBCCCGE5DcKuiOEEFIivIh9gXMh5zjLHE0d0b9Kf/0aDHsEXPldffkP0wC3+jo1dfdDHKYdeaa23M5cDP/BdWFlKtJvjIR8B6QSGR6eCcHji5/ByBmt9e3dLNB8YBXYlTY3qD9Zahq+rFmDhH37AEZ7f+KKFeC8YAFMfXwM6k9fjFyOpwHncOfoAaQnJep1rLGZOWq2bo+arTvAzNqmYAZICCGEEEIIIYQQQgghhBBCCKGgO0IIIcUfwzBY/Wi12vKxNcfCWGise4NZKcDRoYCarHkoUw/4YapOTb3/koqRex5BIuMO3jES8rFtYG2UKWWq+/gI+U5EvkvE5T1vkBidrrWuQMRHvY7lUaNFafAFhmW3S7l8BVELFkAaFaW1Lk8kgu3oUbAdNgx8sdig/vSVFBOFC5vWIvTVc72Os7R3gG/7LqjerBXExiYFNDpCCCGEEEIIIYQQQgghhBBCyFcUdEcIIaTYuxl+E/ej7nOWVbSuiE4VOunX4LnpQMJH7jIjS6DbVkCg/SMyLjULg3c+QFKGhLOcxwPW9KqJWm6UcYqQ3LIzpbh74gOeXwsDtCebg2tlazTt7wlrB8OCVyUxMYj+fQlSzp/Xqb5JbV84L1gAo/LlDepPXwzD4Nml87i2dwckmRk6H+fgXgG1O3WDR/1G4AsEBThCQgghhBBCCCGEEEIIIYQQQkhuFHRHCCGkWJPJZfjj0R9qyyf6ToSAr0ewyYujQOA+9eXt/wBs3LU2kymRYfjuh/gcrz5D14y2nmjr5az72Aj5Dnx6GYer+94gNT5La12xsQD/614RVRu6gMfn6d0XI5cj8cgRxKxYCXlKitb6fEtLOEydAuvu3cHjG5ZNT1/JsTG4uGUdPj17ovMxZb1roU7H7nDzqgEeT//HhRBCCCGEEEIIIYQQQgghhBCSNxR0RwghpFg79eEU3iW+4yyr61QXjV0b695Y4mfg1ET15d69AO+eWpuRyxlM/vspHn9OVFunXz03DG9cOFmyCCkJMlMluHn4LYLuaV/aFQDcve3QpI8HzG2MDOov68MHRM2Zi/SHD3Wqb9G2DZxmzoTQ3t6g/vTFMAxeXA3A1V1/ITtD+/K6PD4fnv/7AbU7doODO51bCCGEEEIIIYQQQgghhBBCCClKFHRHCCGk2MqUZmL9k/Vqyyf5TtI9y5NcBhwbCWQlcZdblwXardSpqeUXgnDmeaTa8qYe9pjfqRploCIEOcFl7x7F4MahYGSkcC/FnJuJhQiNe1VGRV8Hg95DTHY2YrdtQ9zmLWAk2vsTOjnBac4cWDRvpndfhkqJj0XA1vX4+ER7QKBQbATvlm3g264zLO0dCmF0hBBCCCGEEEIIIYQQQgghhBBtKOiOEEJIsbXv9T5Ep0dzlrV1b4tqdtV0b+zGH8Dn29xlPAHQ/S/A2FJrMwfuf8bma+/Vlns6WWB9Xx8IBYWzNCUhxVlaYhauHQjCx6exOtX3qOeERj0rwdhcZFB/6Y8fI3LOHGS/U/8eVeDxYNO/P+zHj4fA3Myg/vTFMAxe37iCy/5bkJWWprW+q2dVtB49ATZOLoUwOkIIIYQQQgghhBBCCCGEEEKIrijojhBCSLGUmJmI7c+3c5YJ+UL84vOL7o2FPgCuLlFf3vRXoExdrc08+hSP2SdeqC13tDTCzsF1YG5EH6/k+8YwDF7djMDtY++RnSHVWt/cxghN+3mibHVbg/qTpaQgZtUqJB48pFN9o8qV4bxoIUy8vQ3qzxBpiQkI2LYB7x/e1VpXKBKjUZ+BqNW2I/h8QSGMjhBCCCGEEEIIIYQQQgghhBCiD4oKIIQQUixtfb4VKZIUzrLeHr1RxqKMbg1lJgNHhwKMjLvcrQHQeLLWZhLSsvHz/ieQyRnOclOxANv96sDZykS3cRHyjUqMScfVfW8QHpSoU32vJq6o37UCxMaGTUuTAwIQvXARpDExWuvyjIxgN3YsbAcPAk9kWDY9fTEMg6Db1/Hvjs3ITOU+p+XmXMkDbcZMRCmX0oUwOkIIIYQQQgghhBBCCCGEEEKIISjojhBCSLETlhKGA28OcJaZi8wxwnuE7o2dnQokfuIuM7ICum0FtGSSkssZTD78FJFJmZzlfB6woa8Pqrta6T4uQr4xcpkcTy+H4f7JD5BK5FrrWzuaotkAT7hUtDaoP0l0NKIWLkTqpX91qm9avz6c58+DuGxZg/ozRHpyEv79ayOC793SWlcgFOJ/P/VH7Y5dKbsdIYQQQgghhBBCCCGEEEIIIcUcBd0RQggpdtY9WQepnHtJyqFeQ2FjbKNbQ8+PAM8Oqi/v8Adg7aa1mb9ufsDlN+qzaM3vVA3NPB10GxMh36C48FRc3v0aMZ+0Z3Lj8Xnw+dENtdu7QyjSP7iMkcuRcPAgvqz6A/K0NK31BVZWcJg+HVZdu4DH4+ndn6He3ruNgL82ICM5SWtdx/IV0WbMRNiVKbyAQEIIIYQQQgghhBBCCCGEEEKI4SjojhBCSLHyMu4lzn48y1nmYOqAflX66dZQwifg9ET15TX6Al49tDbz6FMClp8PUlveu04ZDGjgrtuYCPnGyCRyPDwXgsfnP0GuZunl3OzdLNBsgCfsy1gY1F/W27eI/G0OMgIDdapv2bEjHH+dDqGtrUH9GSIjJRmXd27Bm1vXtNblC4Ro0L036nTuAYGQpuWEEEIIIYQQQgghhBBCCCGElBR0dY8QQkixwTAMVj9crbb855o/w0Roor0hmRQ4NhzISuYutykHtFuutZnE9GyMO/AEUjXBRB6OFpjbsZr28RDyDYr6kITLu18jISpda12BiI+6HcqhZssy4Av4evclz8pC7ObNiPtrOyCRaK0vcnWF07y5MG/cWO++8uLdw3sI2LoO6UmJWuvaly2HNmMmwsG9fMEPjBBCCCGEEEIIIYQQQgghhBCSryjojhBCSLFxK+IW7kXd4yyraF0RnSp00q2hGyuBUO52wBMA3f8CjDRn2mIYBlMOP0N4YgZnualYgA39fGAi1n95TEJKsuxMKe6d/IBnV8IA7cnt4FLJGs36e8La0dSg/tLu30fUnLnIDgnRXpnPRyk/P9j/8jP4pob1Z4jM1FRc2bUVr65f1lqXx+ejXtdeqN/tJwiEokIYHSGEEEIIIYQQQgghhBBCCCEkv1HQHSGEkGJBJpdh9SP1We4m+EyAgK9DgNvne8C1ZerLm80EStfW2sz2mx9x6XW02vJFXaqjooO59vEQ8g35/CoOV/cGISU+U2tdkbEA/+tWEdUauYDH5+ndlywpCTErVyLx8BGd6htVrQLnBQthUr1ws09+fPIQF7f8idSEeK117cqURZsxE+FYvmIhjIwQQgghhBBCCCGEEEIIIYQQUlAo6I4QQkixcPrDaQQnBHOW1XasjR9K/6C9EWkWcGI0wMi5y8s2AhpN1NrMk88JWHrujdrynr6l0c2ntPbxEPKNyEyT4NaRt3hzJ0qn+mW9bNGkjwcsShnr3RfDMEg5dw5Rvy+BLDZWa32esTHsx41DqYEDwBMW3tQ2Kz0dV3f/hRdXLmqty+PxUadzdzTo0RdCEWW3I4QQQgghhBBCCCGEEEIIIaSko6A7QgghRS5Tmon1gevVlk/ynQQeT4dMWbfWAvHvucuMrYBuWwAt2fKS0iX4ef8TSOXc62ZWdjTHgs7VtY+FkG/E+8cxuHYwGBnJ2VrrGpuL0LhXJVSq7ajbe1aJJCICUfMXIPXaNZ3qmzVqBKd5cyEuXbhBsJ+eBeLC5rVIifuitW4pl9JoM3YinCt6FMLICCGEEEIIIYQQQgghhBBCCCGFgYLuCCGEFLn9b/YjKo07g1Zr99bwsvfS3kj8B+D6SvXlHdcCVpoDcxiGwdQjTxGemMFZbiISYENfH5iIdVjmlpASLi0pC9cPBONDoPbAMgCoVMcRjX+qBBMLsd59MTIZEvbtQ8yatWDS07XWF9jYwHHmDFh26GBQcJ+hsjMzcH3vTjwNOKu9Mo+H2h264n8/9YNIbFTwgyOEEEIIIYQQQgghhBBCCCGEFBoKuiOEEFKkEjMT8dezvzjLhDwhxtUap70RhgHOTgNkWdzl3r2Bal21NrPzVgguvopWW76gczVUcrTQPh5CSjCGYfD6diRuH32HrHSp1vrmNkZo0tcD7l52BvWX+eYNIn+bg8znz3Wqb9WlCxymT4PQxsag/gwV+uo5Lmxag6QY9eeIr6ydnNFm9ES4elYthJERQgghhBBCCCGEEEIIIYQQQgobBd0RQggpUtueb0OKJIWz7CePn+Bm6aa9kdengHcB3GXG1kDrxVqbeBqaiCXnXqst7+5TGj1rl9E+FkJKsKQvGbi67w3C3iToVL/6D65o0LUCxCb6TynlmZmI3bABcTt2AjKZ1voiNzc4z58HswYN9O4rLySZmbhxcBeenDulU/1abTuicR8/iIyMC3hkhBBCCCGEEEIIIYQQQgghhJCiQkF3hBBCikx4ajgOvDnAWWYmMsPIGiO1N5KVCpz/VX15q/mAmeYMXEkZEvx84DEkMoazvKKDORZ2qaZ9LISUUHI5g2eXQ3Hv5AdIs+Va61s5mKD5AE+4VDIs21za7duInDcfks+ftVcWCGA7ZAjsxo4B37hwA9nC37zC+U2rkRgVqbWulYMjWo+egDJVdVgOmxBCCCGEEEIIIYQQQgghhBBSolHQHSGEkCKz/sl6SOQSzrIh1YeglHEp7Y1cWwokh3OXla4D1Bqo8XCGYTD9yDOExmdwlhuL+NjQ1wemYvrIJN+muPBUXNn7BtEfk7XW5fF5qNWqDOq0LwehWKB3X9KEBMQsW46kEyd0qm/s5QXnhQtg7Ompd195IcnOwq1De/HozImc5au1qPFje/zQbxDExiYFPzhCCCGEEEIIIYQQQgghhBBCSJGjCAJCCCFF4nXca5z+cJqzzN7EHv2r9NfeSPRL4M5G7jIeH2j/B8Dna2xi951POP8ySm35gk7V4eFkoX0shJQwMqkcj85/wqNzIZCryfKYm10ZczQfUAX2bvq/HxiGQfLp04j+fQlkCdqXruWZmsJhwnjY9OsHnkD/4L68iHwbhPMbVyM+IkxrXQs7e7QeOR5lvWsW/MAIIYQQQgghhBBCCCGEEEIIIcUGBd0RQggpEqsfrVZbNrbmWJiKTDU3IJcDpycBjIy7vO5IwNlbYxPPw5Kw+MxrteVda7miZ+3SmsdBSAkU9TEJV/a8QXxEmta6AiEfdTq4o2YrNwgEmoNYuWSHhSFq3nyk3bypU33zJk3gNHcORC4ueveVF1KJBHcO78ODk8fAMNqX2PVq/iOaDBgGI1Mt5ypCCCGEEEIIIYQQQgghhBBCyDeHgu4IIYQUutvht3En8g5nWXmr8uhcsbP2Rp7uB0LvcpeZOwHNZmo8PDlTgrH7HyNbxh1cU97eDIu6VAePx9M+FkJKCEmWDPdOfsDTy6GA9uR2cK5ghWYDPGHjZKZ3X4xUivhdu/Fl3TowmZla6wvs7OA0ayYs2rQp9Pdd9Id3OLfhD8SFfdZa17yULX4cOQ7lavoWwsgIIYQQQgghhBBCCCGEEEIIIcURBd0RQggpVHJGjj8e/aG2fKLvRAj5Wj6e0uOBi7+pL2/zO2BsqbaYYRjMOPocn+PTOcuNhHxs6OsDMyP6mCTfjtA38bi69w2SY7UHwImMBGjQtQKq/+AKHl//ALiMFy8ROec3ZL1Sn0kyN+uePeAwZQoEVlZ695UXMqkEd4/9jXvHD4GRa89uV61JCzT1Gw5jM/NCGB0hhBBCCCGEEEIIIYQQQgghpLiiaAJCCCGF6kLIBQQlBHGW+Tj4oEnpJtobuTQPyIjnLivfDKjWTePhe+99xpnnkWrL53WqhirO6oP2CClJMtMkuH30HV7fVv+az82tmi2a9vOARSljvfuSp6fjy5/rEL97d84S0FqI3d3htGA+zOrW1buvvIoJ+YDzG1fjy6ePWuuaWdug5fCfUbF2vUIYGSGEEEIIIYQQQgghhBBCCCGkuKOgO0IIIYWGYRj89fwvteWTa0/Wvqxk6APg8S7uMoEYaLcS0NDGi/AkLDz1Sm15pxou6F2njOYxEFJCfHjyBdcOBCE9OVtrXWMzERr9VAmV6zoatLxr6o0biJo7D5KICO2VRSLYDR8G25EjwTcy0ruvvJBJpbj/z2HcPXoQcplMa33Phk3QfPBImFhQIC4hhBBCCCGEEEIIIYQQQgghJAcF3RFCCCk0N8JvIDghmLOsVdlW8Lb31tyATAqcnqi+vNFEwK6i2uKUTAl+3v8Y2TLuDFzl7MzwezcvgwKOCClO0pKycONQMN4//qJT/Uq1HdDop8owtRTr3Zc0Lg7RS5Yi+fRpneqb1KwJ54ULYFSpkt595VVs6Cec37ga0R/eaa1rYmmFVsPGolK9/xXCyAghhBBCCCGEEEIIIYQQQgghJQkF3RFCCCk0259v59zPAw8/1/xZewMPtgHRz7nLbNxzgu7UYBgGM449R0hcOme5WMjHhr4+MDeij0ZScjEM8P5hLB6dDkNWulRrfTMrMZr09UC5GvYG9MUg6fgJxCxbBllSktb6fDMzOEyZDOtevcDj8/XuLy/kMhkenj6O23/vhUyq/XGpXK8hWgwbA1NLq0IYHSGEEEIIIYQQQgghhBBCCCGkpKHIAkIIIYXiScwTPI55zFnW3K05yluX19xAciRwebH68nYrAZGJ2uL99z/j9LNIteVzOlRFVRdaPpKUXNJ0HhJeGiM8NkSn+tUau6BBt4owMtF/Opj96RMi585D+t27OtU3b9kCTr/9BpGjo9595VV8RBjOb1iNyHdBWusam1ugxdDR8PzfD4UwMkIIIYQQQgghhBBCCCGEEEJISUVBd4QQQgqFuix3ADC0+lDtDVyYCWSncJdV6QRUaqX20FcRyZh/6pXa8g7ezuhXz037GAgphuRyBikhIiQHG4GRaV8a2dLeBM37e8LVw0bvvhiJBHE7diJ240YwWVla6wvt7eE45zdYtlL//iwocrkMj8+exK2DeyCVZGutX6F2fbQaPhZm1vo/LoQQQgghhBBCCCGEEEIIIYSQ7wsF3RFCCClwwQnBuBZ2jbOsnlM9eNl7aW7g/WXg5THuMpEZ0Gap2kNTs6T4ef9jZEvlnOXutqZY0s0LPJ72YCVCipvkuAxc3PoGSZ+Mtdbl8YCaLd1Qp2M5iMQCvfvKePoUkb/NQVZwsE71rfv0hsOkSRBYWOjdV14lREXgwqY1CH+jPtj2KyMzMzQfPApVGjWl8wAhhBBCCCGEEEIIIYQQQgghRCcUdEcIIaTA7XixQ23ZEK8hmg+WZAJnJqsvbzYDsHLlLGIYBrOOP8eH2DTOcrGAj/V9fWBhLNI8BkKKoYh3iTi/5TkyUiRa69q6mqP5QE84lNV/CWVZahq+rF2LhL17AYbRWl9csQKcFyyAqY+P3n3lFSOX48mFM7ix3x/SbO2Z+MrVqo0fR/wC81K2hTA6QgghhBBCCCGEEEIIIYQQQsi3goLuCCGEFKiwlDCc/3ies6yqbVU0cG6guYFba4H4D9xlDtWAeqPUHnroQSj+CYxQW/5bhyqo7mqluX9CiqFXtyJwbX8Q5DLNQXB8IQ912pVDrdZuEAj4eveTcuUKohYshDQyUmtdnkgE21EjYTt8OPhisd595VVSTBQubFqL0FfPtdYVm5iimd9wVGvakrLbEUIIIYQQQgghhBBCCCGEEEL0RkF3hBBCCpT/S3/IGBln2dDqQzUHvMR/AG6sUl/e4Q9AwJ2l7k1UMuaefKn20HZeTuhfv6z6tgkphuRyBrePvcPTS6Fa6zqVt0SzAVVQytlM734kMTGI/n0JUs5zB8wqM6ntC+cFC2BUvrzefeUVwzB4dukcru3ZAUlWptb6Zb1r4ceR42BpZ18IoyOEEEIIIYQQQgghhBBCCCGEfIso6I4QQkiBic2IxYl3JzjL3C3d0cKthfqDGQY4OxWQqVkislZ/wK0+Z1FalhRj9j1GllTOWe5WyhRLu3tThitSomRlSHHxrxf4/DJeYz2hmI8GXSugepPS4PP1e40zcjkSjxxBzIqVkKekaK3Pt7CAw9QpsO7RAzy+/pn08io5NgYXNv+Jz88DtdYVGZug6YCh8GrRmt77hBBCCCGEEEIIIYQQQgghhJA8oaA7QgghBWbf633IUhM0N7j6YAj4AvUHvz4JvLvEXWZiA7RcwFnEMAx+O/ECH76kcZaLBXxs6OsDS2PuDHmEFEeJ0ek4u+kZEqLSNdYT20jRfmQtuLjrn8Ut68MHRM2Zi/SHD3Wqb9G2DRxnzIDIwUHvvvKKYRi8uBqAq7v+QnaG5scEAMpU80brUeNh5eBYCKMjhBBCCCGEEEIIIYQQQgghhHzrKOiOEEJIgUjJTsHBNwc5yxxMHdCxfEf1B2elAOd+VV/ecj5gZstZdORRGI49CVd76Mx2nvAqbaW+bUKKmdA38biw9QWy0qUa65mVyYZ11SyYlzLSq30mOxuxf/2FuE2bwUgkWusLnZzgNGcOLJo306uf/JISH4uArevx8Yn24EChkRF+6DsINX9sXySZ+AghhBBCCCGEEEIIIYQQQggh3yYKuiOEEFIgDgUdQqoklbPMr6ofRAINmeauLgVSIrjLStcFag3gLIpMysCCU6/UNtummhP8/ueuvl9CipnnV8Nw4++3YOSM2jo8PmDlmQkzNwn0XTU1/fFjRM6Zg+x377VX5vFg078/7MePh8DcTL+O8gHDMHh94wou+29BVhp3JsvcXD2rovXoCbBxcimE0RFCCCGEEEIIIYQQQgghhBBCvicUdEcIISTfZUozsffVXs4yKyMr9KjcQ/3BUS+Au5u4y3h8oMMfAEfGKoZhMPv4C6RkcWcDK21jgmU9vMHTNyqJkCIgk8lx89BbvLiuPmsjABiZCtGobzkEhT/Wr/2UFMT88QcSD3Bno1Tpp3JlOC9cAJMaNfTqJ7+kJSYgYNsGvH94V2tdoUiMRn0GolbbjuBrWsKaEEIIIYQQQgghhBBCCCGEEEIMREF3hBBC8t0/7/5BXGYcZ1lfz74wFZlyHyiXA2cmAYyMu7zeKMDJi7Po5NMI/PsmhrNMJOBhQ18fWJloyK5HSDGRmSrB+W3PER6UqLGetaMp2o/xBt9EiiDNsXksyQEBiF64CNIY7vdLbjyxGHZjx8J2yGDwRIX//mEYBkG3r+PfHZuRmZqitb5zJQ+0GTMRpVxKF8LoCCGEEEIIIYQQQgghhBBCCCHfKwq6I4QQkq+kcil2vtzJWWYiNEFfz77qDw7cB4Te4y6zcAaazuAsikvNwnwNy8pOauWBGmWs1fdLSDERH5GGMxufIjUxEwKx+nquHjZoMdATYhMRUlKyWBkcZTIZpFLVjI+SL18Qs2IF0q5ey9lhqib49f+Z1KkDp+nTIHJzgwwAONosSBkpybi2ZzveP8w5JwiNjNXWFQiFqNvlJ9Rs0x58voDz7yeEkPwmk8l0Ov8SQgjJX3T+JYSQokPnYEIIKRp0/iWEkKJB51/D8Xg88Pn8b34VOgq6I4QQkq8uhFxAeCp32q3ulbrD2tia+8D0eCBgjvqGW/8OGFtyFs0/9QrxadmcZV6uVhjeuJymIRNSpGQyGdLS0hD2PgbRYXFwayQAYKa2vomFGOY2RvgUFqI43t7eXlEeHh4OgSDXsqoMA2lCAqRR0UCDBjn/NBEIIHJyQqaNDUKysoC3b/Pw1xkmMy0VyV9iYF7BAzUqeGisKxQbw8rBEUKxGO/ffyikERJCiA7nX0IIIQWCzr+EEFJ06BxMCCFFg86/hBBSNOj8m3disRgWFhawsLCAsbHxNxeER0F3hBBC8g3DMNj+YjtnmZAvhF81P/UHX5oLZMRzl1VoDlTryn3Yq2icfBqhpk8elvfwhlDA1zhuQoqCTCZDZGQkUlJSkJ6cjdSETPA1rODK4/FgXsoYJua6L/Mqz8yEJCICTHq6TvX5VtYQOTuBJyyaKaJcJkNK3BedlpIFeDCzKQUza5tvboJOCCGEEEIIIYQQQgghhBBCSEmXnZ2NuLg4xMXFQSQSwcXFBaZaVuMqSSjojhBCSL65EX4DbxO4s2J1KN8BTmZO3AeG3gce7+YuExgB7VYCHEE1yZkSzD7xQu14xjStgCrO3NnxCClKEokEoaGhyMzMREpcJiRZMhibiSAyFkIg4IHH5wG5XvI8AAIhP2e/Ej6fDwsLC9Y2GAaMVAowDETOztoHxOOBJxKBV4R358jlMsikUphaWcPUylpjXR6PD4FQCB6fAmoJIUWH8/xLCCGkwNH5lxBCig6dgwkhpGjQ+ZcQQooGnX/zl0QiwefPn+Hm5vbNBN5R0B0hhJB8s/05d5Y7HngYXH0w90EyKXB6kvpGG00EbCtwFi099wZRyZmcZRUdzDG2eUWN4yWkKGRlZeHz58/IzpIgOS4DxqYimFiK1dbn8f4/4E7XbG5yOeQSCcAwOlXnCYU5me2KKFscwzCQS6WQy2U61OaBLxBAIBSAFZVICCGEEEIIIYQQQgghhBBCCCnWGIb5pgLvKOiOEEJIvngc/RiPYx5zlrVwa4HyVuW5D7y/FYh+zl1mUy4n6I7Dnfdx2H/vM2cZjwcs6+4NI2HRZe0iRJ3o6GhkpmchJT4TplZG4At44IEHsdAIRiITiIRG4PP44IEHkYkQFqWMwefIcPeVTCZDamoqIJNBmJwCQUY6oMPysHxjYwidncE3Ns7PP08v2RnpSIn9AplU+3gFYhEs7R0gEhsVwsgIIUQ7xfn3/5mbm0NQhBlDCSHke0HnX0IIKTp0DiaEkKJB519CCCkadP41HMMwkEgkSE1NRXJyMiQSCassIiICFSpU0D3pSDFFQXeEEELyxfYX3FnuAGCo11DuguQI4Mpi9Y22WwmIVAOCMrJl+PXYM7WHDf5fOfiWtVHfLiFFRCKRIP5LIpJjM2FpZwK+gAchXwgbMwcIBOxpmamlGGbWRjpNNkVZWRAmJoInl2vPWMfjQ+TgAIGdbZFNZOUyGVLiYpGRkgwAGoMKAcDMxgbm1qVoOVlCSLHC4/FYP7AIhUL6wYUQQgoBnX8JIaTo0DmYEEKKBp1/CSGkaND5N29EIhFMTU1hb2+P8PBwpKSkKMokEgmysrJgXITJQfIDBd0RQgjJs6D4IFwPu85ZVs+5HqrbVec+8MJMIDuVu6xqZ6BSS86i1ZeC8SkunbOstI0JprSurHXMhBQ2hmEQeOM90rMzIBQLwBfywAcfpcwdwefnmqDzeLAsZQxjc5H2NqVSyMLCIEpV8z5Swjc3h8jFBXyx+uVsC1pWejqSv0RDJpVqrSsUi2Fp7whxCZ9wE0IIIYQQQgghhBBCCCGEEPI94vF4cHV1xfv371kZ75KTkynojhBCCNnxYofasqHV1WS5e/cv8PI4d5nYHGizlLPoaWgi/rrxQW1/S7t5w1RMH2+keJFky3B592vwrFJhZMGDkUnOa9RYbMoKuOMLeLCyN4HISPtrWJ6ejuzQUDC5Jqfq8AQCCJ2dIbCyKrrsdnI5UuNikZ6cpFN9M2sbmNtQdjtCCCGEEEIIIYQQQgghhBBCSjIejwdLS0vExcUp9qWkpMDBwaEIR5V3FJVACCEkT0JTQnE+5DxnWTXbaqjvXF+1QJIJnJ2ivtGmMwBLF5Xd2VI5ph15BjnDfViv2mXQqJKdLsMmpNCkJmTh7KZn+PI5BdU7mwEAhEY5gXZGIlNFPaFYACt7EwiE2oPMpAkJkEREAIyaN0MuAmtriJycwBMW3bQvOyMdSV9iINMhQFAoEsHSwRFiY5NCGBkhhBBCCCGEEEIIIYQQQgghpKCZm5uzgu6ys7PBMEyRJQzJDxR0RwghJE/8X/hDzsg5y4Z6DeX+kLy1BohXk63OsTpQbxRn0aar7xEUncJZ5mBhhJntq+gyZEIKTWxYKk6vC0RaUjb4QgD//3bg83P+I+TnTMWMTEWwsDVW7FeHkcshiYqCLD5ea988sRgiFxcIzM3z9DfkhVwuR2p8HNKTEnWqb2plDfNStuBTdjtCCCGEEEIIIYQQQgghhBBCvhlCjgQhcrkcAoGAo3bJQEF3hBBCDBabEYsT705wlrlbuqOFWwvVgviPwI0/1DfafhUgUP14Co5Owforb9UetrBLdViZiLQNmZBCE/YmHuc2P0d2pgwAwMsdR/Y1to7Hg5mVEUytxFrv4pBLJJCEhkKenq6lZx6EdrYQOjgU6dKs2RkZSPoSrVN2O4FIBCt7B4hNTLXWJYQQQgghhBBCCCGEEEIIIYSULFxJNxgdVvUqzijorohlZ2fjzZs3CAkJQXh4OFJSUiCRSGBpaQlbW1t4e3ujSpUq+RbZKZVKce/ePbx48QJxcXEQCARwdnaGr68vqlWrli99EEK+H3te7UG2PJuzbEj1IeDzOAJ+rvwOyLK4G6w1AHBTXY5WJmcw7cgzSGTcH7rtvZzRupqTzuMmpKAFP4jCv/6vIVfzmgVy4u4sbY1hZmmktT1ZWhokoaFgpFKN9RiRCOLSpSE0M9N3yPlGLpcjLSEOaYmJOtU3tbSCua0dZbcjhBBCCCGEEEIIIYQQQgghhJQYFHRXBI4cOYJLly7h1q1bePPmDaRaLqBbWVmhT58+GD9+PDw9PQ3qMzU1FUuXLsWmTZsQr2ZJOg8PD0yfPh2DBg0q0WsmE0IKR0p2Cv4O+puzzMHUAR3Kd1AtiH4JPD/M3aCJDdByPmfRzlsfERiayFlmbSrCvE4UNEyKB4ZhEHgpFLePvtNYjwdAIOTDyFRzdkaGYSCLj4ckKgrQcqeHzNQUUmtrGBkb6zvsfJOdmYnkL9GQZnMH4+YmEAphae8II1PKbkcIIYQQQgghhBBCCCGEEEIIKVkopUgRmDBhArZs2YIXL15oDbgDgKSkJGzevBne3t6YN2+e3ukVnz9/Dm9vbyxevFhtwB0ABAUFYciQIWjbti2SkpL06oMQ8v05FHQIqZJUzjK/qn4QCTiCif5dCEDNOazlPMDMVmX357h0rLwYpHYcczpUhb2F9kxhhBQ0Rs7g1uF3WgPuREYCCER88PiaA9wZuRySiAhIIiO1BNzxILW2htTGBiiibHGMXI6UuFjEh4fqFHBnYmkJ29JuFHBHCCGEEEIIIYQQQgghhBBCCCmRKNNdMWFsbAw3NzdYWVlBLpcjNjYWnz9/ZgXYSSQSzJ8/H6Ghodi+fbtO7QYFBaF58+aIjY1l7Tc3N0f58uWRkZGBkJAQSCQSRdmFCxfQtm1bXL58GcZFmC2HEFJ8ZUozsefVHs4yKyMr9KjcQ7Ug9D4QfI67QTuPnKVllTAMg1+PPUOmRM55WJPK9uhay1XncRNSUKQSGf71f413j2I01jMyFcHSzlhrRll5djYkoaGQZ2RorMcTCiFwdUWWTKb3mPOLJCsTSTH6ZLdzgJFp0S1/SwghhBBCCCGEEEIIIYQQQggheVUk6VAEAkGx+ycUCnH58uVCewxcXFwwfPhw7NmzB+/evUNaWhqCgoJw//59PHz4ECEhIYiLi8PWrVtRunRp1rE7duzAzp07tfYhlUrRs2dPVsBdqVKlsGvXLsTHx+Pp06cIDg5GVFQUZs2aBX6u7Dh37tzBtGnT8u8PJoR8U068O4H4TO7MmX09+8JUpJS9imGAfxeob7D5bIAvUNl96EEobr+P4zzETCzA7928aDlsUuQy0yQ49edTrQF3VRq6wNLOROtrVpaahuz3H7QG3PFNTCCuUAH8IsoWxzBypMbHIU7X7HYWX7PbUcAdIYQQQgghhBBCCCGEEEIIIaRkK5KgO4ZhiuW/wnL27FmEhYVh69at6N+/PypUqMAKePvKxsYGw4cPx7Nnz+Dj48MqmzVrFuRy7sxPX+3YsQPPnz9ntXfjxg0MHDgQItF/yz6WKlUKixYtwp497KxVmzZtwtu3bw35Ewkh3zCpXAr/l/6cZSZCE/T17Kta8P4yEHKDu0EXH6BKR5XdUUmZWHzmtdpx/NrWE67WJroMmZACkxKfieOrHiPibaLGevW7lMf/ulWApng7hmEgjY1FdkgIGJnm5ecFNjYQlysHvohjGedCIMnKQlx4GFIT4tWuGP0VXyiAtZMzrBwcwReoBtcSQgghhBBCCCGEEEIIIYQQQkhJUyRBdwDA4/GKRXaiohiDt7e3Xv3a2Nhg7969rGMiIyNx69YttcdkZ2dj0aJFrH0rV65E1apV1R7Tt29f9O/fX7EtlUoxb948ncdJCPk+nA85j/DUcM6y7pW6w9rYmr1TW5a7FnOgHInEMAxmn3iBlCzuwKM67jboV6+sPsMmJN/Fhafi6PJHiI9IU1uHz+ehxaAq8G3jrvGzn5HLIQkLgyQqChqj2Hg8iFxcIHZ1BY8jYL+gMQyD1IQ4xIeHQpqVpbW+sbkF7EqXhbGZeSGMjhBCCCGEEEIIIYQQQgghhBBCCoewqAfg7e0NGxubIuv/2rVrRda3PqpUqQJfX188fPhQse/169do3LgxZ/0LFy4gNDRUse3u7o7Bgwdr7WfevHnYt2+fIvPf4cOHsXHjRlhZWeXxLyCEfAsYhsH259s5y4R8Ifyq+akWvD4JRAZyN+jeGCjfVGX36WeRuPQ6mvMQsZCPpd29wecXfeA2+X6FByXg7ObnyM5Qn5FOZCRAm5HV4VbVVmNb8uxsSD5/hjwzU2M9nlAIsZtbkS0nK8nOQnJMNCQ6BNvxBQJY2jnA2JyC7QghhBBCCCGEEEIIIYQQQggh354iD7r7448/0Lx58yLrn8/nF4uMe7qoUKECK+guNjZWbd1//vmHtT148GCd/s4KFSqgSZMmuHr1KgBAIpHg7Nmz6NOnj2GDJoR8U66HXce7xHecZR3Kd4CTmRN7p0wKXF7EWR8A0GKuSpa7+LRszDv5Uu0hE1tWRgV7CuQhReftw2hc8n8FuVR9RjoTSzE6/lwD9m4WGtuSpaVBGhEBRibTWI9vagpxmTLgFcFysgzDID0pAanx8YqgfE2Mzc1hYWcPgaDIp5mEEEIIIYQQQgghhBBCCCGEEFIgimx5WaK/TKUMONbW1mrrnjlzhrX9448/6txPq1atWNunT5/W+VhCyLdt+wvuLHc88DC4Okc2zWcHgdhg7sY82gNl6qjsXnj6FeLSsjkPqe5qieGNy+k8XkLy29N/Q3Hxr5caA+6sHU3RY5qv1oA7RiqF5PNnrQF3wlKlIHZ3L5KAO2l2NuIjwpASF6c14I4vEMDa0QnWjs4UcJcP/P39wePxNP77epMEIQVp3rx5Wl+LISEhRT3M797NmzcVz4e5uTmio7kzBheWgwcPKsZTpkwZpKenF+l4CNHF4sWLFa/bunXrFvVwsHTpUsV46tSpo9PND4SQokdzJ1JcDBo0SOtrkRS9ffv2sebNyteAChvNPwghhBBCCNEPXREtIRiGwYMHD1j7fH19OetGR0cjKipKsW1kZAQfHx+d+2rYsCFrOzAwUPeBEkK+WY+iH+FJzBPOshZuLVDeqjx7pzQLuLpUTWs8oPlslb1X3sTg+JNwziMEfB6WdfeGUEDx4qTwMXIGt4+9Q+ClUI31HMtZov1Yb5iYizW0JQek0pxgO02BdDweRC4uENrYGDpsg+Vkt0tEarz2YDsAMDYzg4WdAwRCmlqWNHFxcXjy5AlCQkKQkJCArKwsWFlZwcbGBmXLloWvry9Mi2hJ45JGKpXi7t27ePfuHb58+QKZTAZ7e3t4e3vD19cXfH7BfH5FRUXhyZMn+PjxI5KSksAwDCwsLODm5oYaNWrA3d29QPo1VHJyMt68eYNPnz4hMjISaWlpAHJuKHJycoKPjw/Kli1bxKPMm0+fPuHp06f49OkTUlJSwOPxYGVlBXd3d9SqVQvOzs752p9cLscvv/yi2J40aRIcHR3ztQ999erVC8uWLUNgYCDCwsKwdOlSLFiwoEjHRPQjl8vx7t07PH/+HJGRkUhOToaJiQlKlSqFKlWqoFatWhAV0A0BcrkcL168wOvXrxEREYG0tDSIxWKUKlUKFSpUQO3atWFhofnmBn2FhYXh999/V2wvXarue0zhGTduHP78809ERkbi4cOH2LlzJ4YMGVLUwyLfIYlEgqCgILx8+RLR0dFISUmBubk5bG1t4e3tjerVqxfYPEcqlSIwMBBBQUGIiopCRkYGjIyMYG9vj0qVKsHX1xfGxsb53m/Tpk1x7do1+Pn5wd/fP9/bzw8RERF49uwZPn36hKSkJEgkElhbW8PGxgYVK1ZEzZo1IRar/15K/pOZmYlbt24hJCQEX758AZ/Ph5OTE2rWrAlvb+8C67ew54x5FRcXhzdv3iAkJAShoaFIS0uDQCCAo6MjypQpA19f32I3Zn19PdeFhoYiNTUVAoEANjY2KFeuHHx9fWFra5uv/aWmpmLatGmK7fnz5xfIOU0fNP8ghBBCCCFEP0V2ZZRhmGJzN1VxGos6O3bsQEREhGLb09NT7Z3Xr1+/Zm1XrFhRrx9Zqlatytp+9+4dpFIphHQhnZDv2vbn3FnuAGCY1zDVnQ93AklqApS8fwIc2eealEwJZh5/rraPUU3Ko5qLlU5jJSQ/ySRy/LvrFd4+jNFYz93bDj8OqwaRWKC2DpOVhezQUIhcXTW2xROJIHZzA9/ExKAx54VUko3kmBhkZ2ZorcsX8GFhaw9jc4tiP5ci/4mOjsbWrVtx+PBhPH+u/rwLAAKBADVq1EDv3r3Rr18/uLi45MsYLly4gDZt2qjsv3LlCpo2bapTG8qvuY8fPxocYJaXtj5//oyFCxfi0KFDSElJ4azj6OiI0aNHY+rUqfkSxJiYmIjNmzdj3759ePHihca65cqVQ+/evfHzzz/n2/Onj/T0dPj7++P69eu4d++eTpld3N3dMXjwYPz8888oVaqUzn3NmzcP8+fP11rPzMwM1tbWKF26NOrUqYMWLVqgQ4cOefq+ExUVheXLl+PQoUP48OGDxrpVq1ZF//79MWrUKNjkQ2D19u3bFTdKWVtbY8qUKXluM694PB4WLlyIjh07AgBWrFiB4cOHo0yZMkU8suLN398fgwf/lz26SZMmBmc1NaStqKgoHD16FBcvXsTVq1eRnJystq6JiQl69OiBiRMnolatWgaNUdnjx4+xceNGHDt2DAkJCWrrCQQCNG7cGIMGDUK/fv3y5beK6dOnKzIyNm/eHM2bN89zm3llamqKmTNnKoJqZ86ciV69esHMzKyIR0YKg/JnWl6Cvwxp6+PHjzhy5AgCAgJw8+ZNZGSo/25gZWWF/v37Y/z48ahUqZJBY1R29epVbNmyBadOnVIE6HMxMjJCy5YtMXToUHTp0uWb/07y8eNHbNmyBUePHsW7d+801hWLxahTpw769euHXr166TWn0mTLli0YNWoU59h0mT+HhISgXDn2CgaGZtLKa1uvXr3CvHnzcOrUKbXZxdzd3TFhwgSMHTs2Xz5vIiMjsWHDBhw4cKDQ54z6io2Nxe7du3Hjxg3cv3+fdW1CnWrVqmHo0KEYOXKkXt97Bg0ahF27dmms8zWjs7W1NcqVK4c6deqgTZs2aNGiRZ7e+2/fvsWGDRvw999/IzIyUmP/tWvXxsCBAzFkyJB8+V63ZMkSxeNaqVIl+Pn55bnNvKL5ByGEEEIIIfopknRBfn5+8PPzw8CBA4vkwk9xHYs6u3btwpgxYxTbfD4f69evV/tlMigoiLWt74UNe3t71h1V2dnZ+Pjxo15tEEK+LUHxQbgRfoOzrL5zfVSzq8bemZUKXF/B3RhfCDSdobJ72fk3iEzi/pGzgr0ZfmmePz/eE6KPrAwpTq0P1BpwV62xC9qOrK4x4C715k1kffgARstSIXwzMxhVqFDoAXcMwyAtKRFxoZ91CrgzMjWDbemyMLGw/OYvbhUHU6dORUBAAOtfjRo19GojPT0dM2bMgLu7O+bMmaM14A4AZDIZHj9+jGnTpsHNzQ1Dhw7VeCFCF6mpqRgxYkSe2iguduzYgcqVK+Ovv/5SG3AH5AQ6zps3D15eXjo97urI5XKsX78e7u7umDFjhtaAOyDnAuiSJUtQvnx5zJkzB1lZWXr1OXDgQJXX3o8//qjz8RERERg7diwOHTqk81JqISEhmDt3LqpUqYJjx47pNV5dpKWlITw8HPfu3cP69evRtWtXuLu7Y8+ePXq3lZ2djSVLlqBWrVpYsmSJ1ounQM4F3pkzZ8Ld3R1//vkn5HK5IX8GACArKwsLFy5UbI8ePRqWlpYGt5ef2rdvj+rVqwPIySCzePHiIh4R0aRz585wdXXFzz//jJMnT2oMuAOAjIwM7NmzB7Vr18bUqVORnZ1tcN/R0dHo3bs3fH19sX37do0Bd0DOZ9PVq1cxaNAgeHp6IiAgwOC+AeDFixc4ePCgYnv69Ol5ai8/DR06FHZ2dgByHqd169YV8YjIty4rKwv169dH+fLlMW3aNAQEBGgMuAOApKQkbNiwAdWrV8fKlSvztBThu3fv0KpVKzRr1gwHDx7UGHD3dbxnzpxBt27dULt2bTx69MjgvgvKypUrVeZSTk5OerURFxeHESNGoFKlSli2bJnWgDsgZ45y69YtjBkzBi4uLpg6dSqSkpIM/TMA5GQFzZ2VqyRbtGgRvLy8cPjwYY3LeYaEhGDChAmoV68ePn/+bHB/2dnZmDt3LsqXL4/FixcXypzx63s49z99MvcFBgZi8uTJOHHihE4BdwDw8uVLTJo0CdWrV8eNG9y/IxqKYRikpKQgNDQU169fx6pVq9CqVSt4enri/PnzereXkpKCsWPHokqVKli7dq3W77lfVyL65ZdfUL58eRw4cMDQPwUA8OXLF6xdu1axPWXKFAgE6n9TKkw0/yCEEEIIIUR3RZK6bOfOnUXRLafiMJbg4GDWl3aJRIKEhAS8ePEC//zzD169eqUoE4vF2Lp1K1q0aKG2vZgYdmBA6dKl9R6Ti4sL68t/TExMvtytGhMTgy9fvuh1jPIPSampqVovAJDCp/xDqLYfRknJsvnJZrVlfcr3UXlPiu/9CeP0WM762V59kCm0BXId8/BzEvbe5f7xkgdgTpsKyM5IQ7b2OCBC8k16Ujb+3f4WiVGaX3g1W7ugenNnpKalcpYzcjlSduxA8r79wK+aL+IKSpUC38EBch4PkMl0GqdMqZ7ytk5tSCRIiYuFRIdgOx6fD/NStjAyMwd4PIP6I9opX1Dx9PREs2bNVOrp+vgHBwejR48erHllbqampnBwcICdnR1SU1MRGRmpclFOJpNhx44dOHToEIKDgw1evnL69OlqL1jJZDKDX1N5OdaQtpYuXYrZs1WXSre2toa7uzvkcjk+fvzICsb78OEDmjZtiqtXr6pkl9YmJSUF/fv3x5kzZzjLbWxs4OLiApFIhIiICHz58oV10ftrcNaFCxdw7NgxnS/2li1bVmW5V+XgNE2Pl7r91tbWcHZ2hoWFBbKyshAZGanyPSYmJgY9e/bEtm3bdMr6kJfgtfDwcAwcOBBXrlzB1q1bdQomDg8PR/fu3fHw4UOVMh6PBzs7O7i6ukIqlSIiIgLx8fGsOsnJyRg/fjwuXLiAffv2GbRc5ubNmxEampNZ2MjICD///HOxOi9PmjRJsRzVjh07MHXq1GK35HFxovwaZhjG4OdT37Zu3brF+R4SiURwcXGBvb09MjMz8eHDB0VGuK/9rFy5EkFBQTh8+LDeWYDu3r2LHj16ICoqSqVMKBTC0dERzs7OSE5ORkREBFJT2fOt9+/fo3Xr1pg1axbmzZunV99fzZkzR/G316xZEy1atCg27yOxWIwxY8YolmdesWIFRo0ale/L65Y0+TH/Le6K6nyQmZmJe/fucZYZGxvD2dkZtra2SE9Px7t371gBt9nZ2Zg6dSo+fPhgUIDGqVOnMHDgQM4bGcRiMZycnODg4ICEhARERESoBAM+fvwYDRo0wJ9//onhw4dr7e/Lly+wt7fnLPs6h9L0WKk7XvnxrlmzJmcmZ12fz7t376JXr14IDw/nLLewsICDgwNKlSqFxMREREZGqpwrs7KysHLlSvj7+3Oeb3U1atQotb/J6joX56qTl/m/IW2NHj0a27ZtU9lvZ2cHNzc3ZGVl4cOHD6zX2OPHj9G0aVNcv35d7yVUo6Ki0K1bN9y/f1+lrCDnjB4eHvDw8GDts7a2Zm1rerzUldnZ2cHOzg4WFhZIT09HRESESsD8x48f8eOPP+LYsWM63bCTl2Dd4OBgtG3bFnPmzMGcOXN0OiYoKAhdu3ZFcHCwShmfz4eDgwNcXFyQkZGByMhIJCYmsupER0ejb9+++Pfff7F+/XqIRCK9x/37778rfj93dHRE//79i83nGc0/CCmevoc5MCGEFEd0/s1fMplMMf//+v05JSUlzzegKH8PLky0XmgxsHHjRtZdTVx4PB7atGmDJUuWaM1qovyCMiT1t/Ix+fUi3bhxo05LPmly//79PP1ARAoH1w9JpGSKk8Xh35R/OctcBa5IfpGMK7wrin0iaSpavdrAWV/KE+OyrA6yrvxXP1sGLH8mQE54narGTnIkvnuMK9pv5CYk30hS+Ih9aAJZpoakwDwGNtUzEcsPwtWrQdxVsrLgfOgQzF++AjQtPcLjQWJjgyxTUyCPn7m5L4RrwzAMZFmZkKanATr8yM0XiSE0M4eEASRFOIH9HihnW8jMzNSYSU2Tly9fokuXLoiNZQdDOzs7Y8iQIWjVqhW8vb1Vgoy+fPmCCxcu4PTp07h48aLii1BaWhpiY2MNWk7n7t272LRpE4CcixlisZj1t2ZkZBj8d6alpRl8rL5tBQQE4LfffmPt8/T0xMKFC9GsWTPFF0SJRIKAgADMnj1bkTk6Pj4e3bt3x/Xr11nZpbWNh+tCnZ2dHUaNGoVu3bqpLK0VHR2Nf/75B1u2bGHdTHP//n00a9YMp0+fhoODg079K5NIJCrjU/d4fb2QVKVKFbRs2RINGjSAr68vZ9+fPn3Cvn37sH79esVFTrlcjtGjR6N69eqoXLmyxnEpZ9pq3ry5Ylmk3FJSUvDx40dcuHABt2/fZpXt3LkTtra2mDVrlsa+YmJi0L59e5UbhNzc3DBq1Ch06dJF5YLsp0+fcOzYMWzevJkVYHj27Fm0adMGR48e1eu7m0wmw6pVqxTb7du3h6mpab69D/JD27ZtYW1tjcTEREgkEqxcuRJLliwp6mEVW8rnfplMZvDzqW9buS92Ozg4oFevXmjZsiXq1q3LOldJJBJcunQJixYtYgVynzp1ClOmTGFlXtTmzp076Nmzp8oNW/Xr18eQIUPQtm1bmJubs8oePXqEI0eOYMeOHYr3PMMwWLRoEWJjY/V+fb1//x4nTpxQbKsL+ClKvXv3xuLFiyGTyRAfH49NmzZh9OjRRT2sYkWf+W9JofyZJpFIDH5t6tOW8u9/ZcuWRZ8+fdC0aVP4+PiwAksyMjJw8uRJLF68WBEADgCbNm2Cu7u7XpmNT5w4gWHDhqlcvGjdujUGDhyIFi1awMjISLFfLpfj1q1bOHjwIA4ePKj4oV4ikWD06NFISEjQ+D5JSEiAr68vunTpgnnz5qlkif06Dq7HKjo6GtOmTcPz589x9+5diMViVrny452X+e3169fRp08fldd4hQoVMHjwYLRs2VIlqAoAQkNDce7cOZw6dQo3b95U7I+NjTV4LIcPH1bc/GFmZsZ5860ubXPdpJuX+b++be3cuVMl4K5u3bpYsGAB6tatq/hOlJGRgRMnTmDevHmKedvHjx/Ru3dvnD59WucxFoc5Y27K7zFNj1dGRgZ4PB58fX3RrFkzNGjQADVr1uRc6vb169fw9/fH9u3bFX1kZmaif//+uH//PmxtbTWOS/n7Ra9evdC7d2/WPoZhkJycjODgYJw5cwZPnz5llS9YsAB2dnYYMGCAxr6Cg4PRoUMHlcQA1apVw/Dhw9GxY0eV5Zhfv36NY8eOYcuWLazHbPv27YiJicHOnTv1ukiYlJSEv/76S7Hdp08fZGdn5ylzcH6j+Qchxd+3OAcmhJCSgM6/eSOTyVjBdgBw48aNPN2IAyBPmcnzqkiWlyX669mzJ2bNmqXTMmLKP5DpejEvNxOlJe2KMjKUEFK0bmbdBAPuD7ofjH5QCdKoFH0GIhn3hOOjfStkiaxZ+86H8fElkzvgrpQRgw5uhmetIcQQWfECxNw11RhwxxMwsPXNgFlpqdo6wsQklNm8OSfgTgNGIES2vT3kBgQw5YVcJoMkJRnStFTtAXc8HoRm5hBZWIJfTJY7IbpJSkpCv379WAF3PB4PkydPxoMHDzBlyhTUqFGDM6uXvb09+vfvj4MHD+LatWto3rx5nsaSlZWFcePGKb48DRs2TG12keJMJpNh2rRprC+BdevWRUBAAFq2bMm62CISidCuXTtcunRJscwmALx9+5Yzu4Y6U6ZMUQm469y5M+7evYvJkyerBNwBOdkSRowYgZs3b6pcHHn79i2GDx+e5y+yunB0dMSjR49w+/ZtLFiwAG3btlUb7Fe2bFnMnDkTFy5cYGXhyM7OxtKlSw3qu2nTpir/OnbsiHHjxuHMmTM4fPiwSsaPtWvX4tOnT2rblcvlGDZsmMrF02HDhuH27dsYPXo0ZwaUsmXLYuLEibh79y66devGKrt3757ey7WdOXOGFeSgSzbAwmZsbIyePXsqtvft21esApo6dOgAGxsb2NjYYMyYMUU9nCJXpUoV+Pv74+XLl1iwYAF++OEHld8TRCIR2rZti3///RetW7dmlW3ZskWnJQ+BnCAEPz8/VsCEkZERVq9ejbNnz6Jnz54qAXcA4OvriyVLluDatWsqS+Rt3rxZ76XetmzZojgXmpmZoUePHnodXxicnZ3RsmVLxfa2bdvylNmTEF3Uq1cPR48exZMnTzB9+nTUq1dPJZOTiYkJevXqhevXr8PHx4dV9vvvv2tdKvqrN2/eYMyYMaxgIBsbG+zZswcHDx5Eu3btWAF3QM7NG40bN8aGDRtw9uxZlay8s2fP1ri05dq1a5GQkICdO3eifv36ajMJ58YwDHbt2oV69erh5MmT+PjxI3bt2qXT32iIz58/w8/Pj3VBRywWY8mSJbhz5w7Gjh3LGXAHAGXKlMGIESNw6tQpnDp1SuX50VdcXBxmzJih2M79/5IkKSlJJStqx44dcebMGdSrV4/1ncjExAR9+vRBQEAAXF1dFftv3bqFf/75R6f+isuc0VBeXl548eIFAgICMHPmTDRr1owz4A7ImUMsW7YMhw8fZgWixsfH488//9S7b3d3d5U5fLNmzdC5c2dMnToVV69exaZNm1TODfPmzdO4Qk5GRgYGDBjACrjj8XiYOXMmrl69Cj8/P5WAu69/36xZs3Dnzh00adKEVXbq1CmsXLlSr79vz549iustPB4PAwcO1Ov4wkDzD0IIIYQQQnRDQXclxN9//41GjRrhhx9+0PojtvId7cp3XOpC+Qur8pINhJDvQ4o8BY+zH3OW2fHtUEVUhbXPWJKAcl8COOtLBKZ469iete9zKnA5Qv3ybb3Ky2FE8T2kEKVHCvHlgQkYqfrXJV8sh329dJjYq08hbRQeDrcNG2AcEamxP7mRMbId7MEY8FltKIZhIMvMhCQpAXKJ9ruo+SIRxFY2EBqb6LTcIilexo8fzwoeEgqF2LhxI2bPnq1XdgQvLy8cPXoUq1atMmjpHABYtmwZ3r59CwBwcXHhXJq1JDh+/DhCQkIU2+bm5ti+fTtncMhXpUqVwvbt21nz8jVr1mi8IJS7v4MHD7L29ezZEzt27NCaMQLIuWD4+++/Y8qUKaz9169fN2jpN32ZmZmhfPnyeh3j5eWlsjTUxYsXVb7n5IeWLVti586drH0SiYSVeULZn3/+qXIhf8KECVixYoVO7ysbGxv89ddfKtk79u/fr/NFXCAns8ZXLi4uaNy4sc7HFqbcf2dKSgoOHz5chKMh6qxbtw43b95E586ddVoi1tjYGNu3b4eLi4tin0Qi0TnobezYsawL3iKRCP7+/hg0aJBO8w1PT0/8888/qFatGmv/9OnTWedoTdLT01nn17Zt2xbbZdNyv48+fvyIy5cvF+FoyLdMLBbj4MGDOH/+PJo3b67T+9Ha2hp79+5lfQYmJSXh5MmTWo/Nzs7G8OHDWb87WlhY4MiRI+jQoYNOY/4aBJf7fCSXyzFq1CiVJSG/mjhxIkaPHg2RSITIyEj0798ffn5+alfWePfuHTp27IgJEyYgKSkJZmZmmDFjBvr376/TGPUllUoxbNgw1vjNzMxw6NAhjBo1Sq/5eKNGjXDp0iVMnTrV4O9z06dPR1xcHICc5XJHjRplUDtFbfv27az5t4uLCzZs2KDxc8/NzU2Rqfurr9m/tCkuc0ZD2drast5XumjWrJnKjQy6nAsM0bt3byxfvpy1Lz4+XuW7U26zZs1SWVJ25cqVmDp1qk7zH1dXVxw6dEhlyeiVK1fiwYMHOo99x44div/XqVOH8yaq4oDmH4QQQgghhGhHy8sWA2vWrMGaNWsU2xkZGYiLi8PTp09x/Phx7N+/X/Hj040bN1CnTh0EBASgdu3anO0p34luSFryrKwsjW0aasyYMaxMB7p49+4dunTpotiuW7cuqlSpov4AUiTS0tJYGVjq1q1r8FIHpPjY+GIjZMncPySOqDkCLcq2YO0z/ncmhAz3OUdWfywa1euo2JbI5OizMxAMVJcDAYDO3o4Y3UHzMnKE5Kc3t6Lx4Gko1CR2BABY2BqhxbDKsLA1Ulsn49o1JGzdBkZLcAhPKITYrYzBAUxfyWQyVvYDU1NTtcuayKRSpMbFQpKhPf01j8eDWalSMDa3pGC7IqA89zI2NtY7EODUqVMqF2MWLFiA4cOHGzyu8ePHK5YG1Wc8gYGBrACvDRs2wMXFBXw++x4gExMTgwMezMzM8i1YQlNbAQHs4PIBAwboNDf19fVF9+7dFQEp8fHxCAgIwKBBg9Qek56ejqlTp6q0s2fPHp0uCuW2dOlSfPjwAceOHVPsW7x4Mfz8/FC6dGm92lI+b+XnY//VoEGDMGXKFEU2hbS0NCQkJGhcYlb5ZiORSKTTuDp27IiWLVvi0qVLin3Xrl3jPDY0NFRl+cr27dtj7ty5Gs+/XHbt2oX379+zLtBNmTIF3bp107p8c3h4OGu5uK5du6osjVdc/PDDDyhdujTCwsIAAEePHsX48eOLeFQ5lDNTFnXAlfK5XyAQGDwmfdvq1auX3n1YWFhg3Lhx+PXXXxX7rl27pnIBXNnff//Ner8BOecofX8rsLCwwNmzZ+Hl5aUIokhJScGMGTN0WvrvzJkzrMyLP/30U5G/BtTp2rUrRo0apfit5vjx4+jatWsRj8owCQkJOHjwIJ48eYKtW7ca1IYu899//vkH//77LwYOHKj297PizNDPtPxoy5CMjxYWFhg4cCArOOn69ev4+eefNR63fPlyvHjxgrXP399fJZOUNtWqVcPJkydRr149RTBUREQEli1bhvXr13OOd926dfjll18wbdo0nD59GidPnsT169exdOlS1hx1/fr1WLx4MTIzM8Hj8dCvXz8sXryYlf0sN+XH25D57bp161QCeLZt24aOHTuqOUK7JUuWoF69enqP5fTp0zh69CiAnM+Sbdu2qWQJBnSfD3L9VpiX+b8+bV24cIG1PW7cOJ2Cytq1a4cGDRrgzp07AHKyRj958gTNmjVTewzXnLFz5856Z0QD8jZnVKZ8rjTksdd2Dh48eDDrWkdISAjEYrHKTf65KX+/EIvFOo1tzJgx2LhxI4KCghT7bty4gcmTJ6vUvXfvnsrNNuPGjdN7XmphYYETJ06gRo0aihvcpFIpJk6ciMDAQK2/n9y5cwcfP35UbPfo0YPmH4QQnejzGzAhhJD8Q+ff/CWVShXfub/Ogz09PfP8mL5+/TrPYzPUNxd0J5FIkJCQAD6fD2tra70vRhUHJiYmKF26NEqXLo327dvj119/Rc+ePREYGAgASExMRJcuXfDixQvOHzmUs2wYkhFCObOdpswd+nBwcFC7nJSuzM3Ni+0FJfIfMzMzep5KuOTsZJwIOcFZ5mjqiB5Ve0AkyPWjWPwH4LmazBZm9jD+YQKMjf47l6z79y2CY7gD7uzMjTC/izcsTQsv+xf5fjFyBndOvMeTi6Ea6zm4W6LDWG+YWHC/LhmGQfxOf8SvWKF5uVY+HzyxGDyBAEKhMN8n5wKBQKVNhmGQmZqClLgvkMu0LwciNjaBpYMDhCJ6DxYV5WA0Pp+v92tF+YJOnTp1MG3atDy/5vS9CCqVSjFixAhIpTnLMXfv3p11Q0VuXK9fXeXlWH3aun79Omu7c+fOOvfbqVMnVhaoEydOYOjQoWrr7927V5FVBMh5HWzevFnjBStN/vzzT1y8eFGxlFF2djY2bdqk99KtyheS8vOx/8rGxgb29vaIjo5W7EtISNDYj/L7hsfj6Tyujh07soKAXr58CR6Pp9Lmpk2bWDc1mZubKx4/fR8HgUCAzZs3o27duooAgdjYWOzbt09rBpnDhw+zlnfq0qVLnp+DoKAgPHnyBDExMUhLS4OdnR1cXFzQqFEjWFlZ5antTp06YePGjQByLjSGhYWpLAVYFHK/lvV5vRSUvLyGC7ItTZQ/Ez5//qy1n9wX4gHAx8cH48ePN2h8bm5uWLBgASZMmKDYd+HCBQQHB2sNiM6dCUcsFqNdu3YGP0aJiYl48eIFgoKCkJCQgOzsbFhbW8PBwQF16tTJ8+vdysoKLVq0wNmzZwHkBJRlZWXpHWxRVKRSKS5cuAB/f3+cOnUKWVlZqFGjRoF+bicnJ2Pjxo3YuHEjqlWrBj8/P/Tv359zKcfiqCSeD3744QdW0F1oaKjGfiQSCTZs2MDa16lTJ5XlNHXl6+uLX375hXWO2b17NxYvXsy5XCSQs2TkqVOncOnSJUyaNAnPnz/HqFGjFJ8PBw8eVCxB3bBhQ6xevRp16tTROA7lx1vf+YFMJlM5T3br1g19+vTRuQ11unfvrlf95ORkVuDkhAkT1Aax6vp3ctXJy/xf17bS0tLw+DF7JQd95k+dOnVSBN0BOefh3EtvKuOaM65bt86gvzUvc0ZlXPP4vFJ+7rlukklMTNQY4Kg8Ln2+/7Zr144VdPfixQvOY9euXcvadnV1xaJFiwx6DKysrLB27VrW99qXL1/i0qVLaNOmjcZjDx06xNru2rVrnp+HwMBAvHr1CjExMcjMzISDgwPKlCmDRo0awcTExOB2S/r8g5BvXUH8FkMIIUQ7Ov/mDcMwivn/18fRwsIiz3Fd+RXPZIhvYnnZgIAA9OvXD+XKlYOxsTGcnZ3h6OgIIyMjeHp6YuTIkawMXCVNxYoVERAQgDJlyij2hYeHY8WKFZz1lV9QaWncQS2aKB9TlC9SQkjROPTmENIk3OcPv2p+7IA7ALiyBJBLuRv7YSqQK+DubXQK1l1Wv1T2oi7VYE0Bd6QQyOUMLu95jScXP2us5+5liy4Ta6kPuJNIEDVnLmKWL9cYcMcTiyEuXx68QpyQy6RSJEZHIikmWmvAHY/Hg4WtPWxcXCngroS7d+8ebt26xdr322+/FcmXwZUrVyoucFlZWRXKkqYFRSKRqCw7VqNGDZ2PV6576dIllZtdvmIYRuXCUOfOnfOUrcfV1RUjRoxg7du2bRvrTr3iRPnmIa4bjvKL8hK4crkcCQkJrH3p6enYtm0ba9/AgQP1zhSYm4+PDzp37szat3btWsUFfnVyZ/ESi8Vo2LChQf1nZWVh5cqVqFixIjw9PdGnTx+MHz8eM2fOxIgRI9ChQwfY2dmhZcuWrMx6+sqdCYZhGJw5c8bgtkjxYmNjw9pOSkrSWP/OnTsqv8/MnTs3T59PY8eOZd3cx3X+VJaZmYl///1XsW1IpvYnT55g+vTpqFWrFkqVKoXGjRtj2LBhmDp1KmbNmoWxY8eiZ8+ecHd3R4UKFfDnn3+qPefrIvf7KC0tDVevXjW4rcLy4sULTJkyBWXKlEGHDh1w5MgRlZUVCsPLly8xbdo0lClTBu3bt8fff/9dJOP41ul7Pjhy5AjCw8NZ+xYuXJinMcyePZuVaS49PV2njIotW7bEkydPsGnTJtjb2ys+hxmGQdmyZXHgwAHcvHlTa8Bdfjhy5Igie9ZX8+bNK/B+uUybNk2Rqdbd3R0LFiwoknHkh4iICMVNQEBORlhNGZSVKc/jNS2ZyjVnHD58OOu3fX0ZOmcsClwJAApzHh8bG6tSJzQ0lJXxG8h5feclw1znzp3h4+PD2qccMMsl9zy4TJkyqFixokH9p6SkYPbs2XB1dUWtWrXQr18/TJw4ETNmzMDQoUPx448/olSpUujatatKRlF9lMT5ByGEEEIIIYWpRAfdffr0Cc2aNUObNm1w8OBBfP78GQzDsP69ffsWf/31Fxo0aIC+fftq/cGnuLKzs8P8+fNZ+/z9/TnrKmeS+/rjiD4iIiI0tkkI+bZlSjOx9/VezjIrIyt0r6R0d3T0S+D5Ye7GrNwA30GKTZmcwfSjz5CtJvinbXUntKleMrIPkJJNJpXj4l8v8eZOlMZ6VRu5oO0oL4iM1CzZmpyMzyNGIPGwmvfA/zP28oK4fHnw82nJdm0YhkFGagriwj4jS4cAfJGxMWxLu8HM2pqWk/0GKF9QcHV1Rbt27Qp9HMHBwaw57NKlS0tMhhkuubPOfaUucwoXW1tb1nZmZqbatOcvX75kZWwAcpZqyivl5Wzj4+Nx5cqVPLeb34KCgljf3czNzfW6MKovrqW+c1+YBYDLly+rBOL17ds3z30rPydv3rzBq1ev1NZPTU3F7du3Fdt16tQxKIPFy5cvUbVqVUydOhXv379XW08qleLff/9F48aNMWTIEEgkEr37+uGHH1jb58+f17sNUjwpB8won+eUfV2i8CtHR8c8fz4JhUL079+ftU/5c1DZ9evXWQFw+mZxXb9+PXx8fLB8+XIEBgZqDXr48OEDxo8fj9q1a+PdO/U3H2miPMbi+j6Ki4vDunXr4OvrCy8vL6xatUolYB1Aga9MwdW+TCbD2bNn0atXLzg7O2PMmDG4d+9egY7je5LX84GPjw+8vb3zNAZbW1t06NBBYz/qcGW4/Urd/oKgfP6qV68evLy8Cq3/r65du8YKWNy0aVOJzm6lPI+3sbHR63uv8uv58+fPiI+P56zLNWcsiHm8tjljUVE+r3p6ehboa0d5Hq88hwdyMrTl3i8Wi9GvX7889638nAQEBCiWvOcSHBzMWlpWeY6sq2vXrqFixYpYvHixynWc3DIzM3HixAnUrFkTs2bNMqivkjL/IIQQQgghpKiU2KC7kJAQNG7cGNevX2cF2SnLfWfioUOH0LJlS6SkpBT2cPNF165dWT8GREREqNz5CAAeHh6s7c+fNWfvUfY1DflXYrFY5Y4xQsi37fi744jP5P7xsJ9nP5iKlH4su7wIgJoLTU1/BYT/LYP398NQPP6cyFnV0liI+Z2rGTBiQvQjzZbh3JbneP84RmO9uh3LoWk/D/AF3FOm7NBQhPTug/Q7dzW2Y9muHUpv2gheIS17L5NJkRQdhaToKMj/f/kZdXKy29mhlEtpCMWU3e5bcePGDdZ2+/btCz3LHcMwGDZsmGJe2bBhQ4wcObJQx5DfuC64yrS8x3LjClZSF3SnnFXMxMQEbdu21bkvdby8vFCpUiXWPuWsiMXBokWLWNv9+vUr0AANrotVygGVys9JpUqVUK1a3uctbdu2VQma0/Sc3Lt3j7VcmSHZDx8+fIjGjRvjw4cPrP0ikQiVKlVC7dq1OZcA27lzJzp16sTqXxdfl7j6SvkcRUou5edSW3Cs8vuoU6dO+fLeVl4y8cuXLwgODlZbX3nc+r6PuLL4WFhYwMPDA3Xr1oWPjw9nRqNXr16hcePGiInRPAflUqNGDdZjpbzceVGSSCQ4efIkunXrBmdnZ4wbN05lGUcgZ975ww8/4K+//sLly5cLdEz9+/fHzZs3MXLkSJUMbEDOkuWbNm1C/fr1UaVKFSxdulQlaIzoR9/zgfJnnb5Ln6qj3E5gYKDWrL6XL19GrVq1MHLkSHz58kXx+yuPx8OnT5/Qq1cvNG7cGI8ePcqXMWqi/DgqZzcrDBkZGRg+fLjid/U+ffpoXTKzuFOex+szhwfyNo+vVKlSvgRO6jtnLApyuRxLlixh7fPz8yvQPpXn8VwBv8rPSZMmTbQGButC+Xwjl8tx967634fyOv8AcjLltWnTRmUuYWxsDE9PT/j4+MDe3p5VJpPJ8Pvvv2Po0KF691ec5x+EEEIIIYQUByU26G7QoEEICwsDwzAQCATo1asX9u3bh8ePH+Pdu3d4/vw5Tp48iXHjxsHCwgI8Hg8Mw+Dx48eYNm1aUQ/fINbW1ioXfrjuFvb09GRtv3//Xq+LIso/GFSoUKHA70AmhBQfMrkMu17u4iwzEZqgj2cf9s7Q+0DQWe7G7DyAGr0VmymZEqy6GMRdF8BvHarCwaJwsoCR71d2phSnNzzFp+eqGau+4vF5aDbAE3Xal1N793v648cI+akXspUCFpTZjRkDl1Urwc9jQJtUJkdofLrKv7CEdIQnZir+fQiPw/OX7/AhKgERKRKN/75k8ZFhZod4uRHCEjI42//e/km1LMFbEmRkZKhcEMzLkqSG2rRpk+KiglgsxtatW0t8FkWurHb6BE5w1VV3sU75ApryxY688PX11dhXUcrMzMSECROwd+9/GXft7e0LfDkz5WWSSpcurZI1Q/lxUl5OylBCoVBlyTJNz4ny+7t69ep69ZeSkoKePXuyMrCYmppi+fLliIqKQnBwMB48eIDw8HA8ffoUXbp0YR1//vx5zJkzR68+AbAuNicmJhqc7YsUHzKZDLt372bt05S1LiMjQyUQS/l8ZKiaNWuqBJcX5PsIAIyMjPDTTz9h9+7d+PTpE5KTk/HmzRvcu3cPjx49wufPnxEbG4tNmzaxglijoqIwfPhwvfsTi8WsIKaXL19yBv8VpqdPn2LixIlwdXVF586dcfz4cc7AFA8PDyxcuBAfP37EtWvXMHToUFhaWhb4+Bo2bIjNmzcjMjIShw8fRseOHTkzm7558wYzZsyAm5sb2rRpgwMHDhT5Y1vSJCcn48iRI6x9ms4H79+/V/lNM7/OB8rtSKVStRkN379/j65du6JFixZ49uwZrKyssGXLFjRu3BhATrDZokWLYGRkpFhedvDgwYiMjMyXsXKNR7ntopjHz507F2/fvgWQM//VZcnM4k55Hp+QkKBX9t68zOPz67Wt75yxsCUmJqJv3764du2aYp+npyfGjx9foP0qz+PLlSunUqegnhMXFxc4OTlp7Cu3vM4/QkND0b9/f9ZnlK2tLbZt24YvX77g9evXePToEWJiYnD79m00atSIdfyOHTuwefNmvfosjvMPQgghhBBCipMSGUl19+5dXL9+HTweD/b29jh9+jTnDxDVqlVDhw4d8Ouvv6JTp0549OgRGIbB9u3bsWjRony5m6mocf1Y6OTkBCcnJ8WPV1lZWXj06BEaNGigU5vKXwxr1qyZ53ESQkqOWxG3EJ7KfYd/j8o9YG1s/d8OhgH+1XARvPksgP/fxa+NV98jNpU7CLhxJTv08C1tyJAJ0VlmmgSn1z9F9Ef1y30IRXy0HlEd7l52ausknTqNyJkzwWj4kZ4nEsF58SJYdeqUpzF/FZmUicbLi98SkN+aG9OaoUypkrtsEpCzhJ3yDRe1atUq1DGEhobi119/VWxPnz4dVatWLdA+b926VeBBPEKhEGXKlEFoaKhi34MHD1C2bFmdjn/48KHKvujoaM66b968YW3n53NYq1YtHDx4ULGt7oJhQbl37x4r+3hmZiZiYmLw8OFDHD16lHVR08nJCWfPnoWDg0OBjefTp084dOgQa1/z5s1V6ik/J/n5PalWrVqsrBianpNnz56xtpUznWszc+ZMhISEKLatrKxw5coVzteYt7c3jh8/jtmzZ2Px4sWK/StWrMBPP/2kV+Chp6cnzp7970aNp0+fomLFinqN/XuTkJCAS5cuGXRsYSw3t2XLFla2RJFIpHHJ5Q8fPqgEOOTXuc3U1BSVK1dmvXd0fR+JRCK9s/u3bdsWAwcO1HpusrW1xahRo9CrVy+0atVKcbH95MmTePXqld6fjZ6enornViqV4uXLl/kWOKCrmJgY7N+/H/7+/nj69Knaera2tujduzcGDBiAevXqFeIIVRkZGaFHjx7o0aMHYmNjsX//fuzZs0flc1kul+PChQu4cOECrKys8NNPP2HQoEH43//+V0Qj/09kZKTB5wPlrKYFYdGiRUhNTVVs29nZqSzzmpvyZyqQf+eDypUrw8zMDGlpaYp9r1+/RrNmzRTbycnJWLhwIf7880/FvLlbt25Yv349nJ2dsX//fgA554dZs2ahZ8+eGD58OK5fvw5/f38cOXIEM2bMwKRJk2BsnH83Dhbk46KrR48e4Y8//lBsr1ixokDnYQAMfm2rm0dz+XpDxdfPIYlEgqdPn+oc1Fic5vG6zhkLwrVr15CZmalYoj09PR1JSUm4f/8+jh8/jqSkJEXdypUr4/z58yrZ+fLT1+tEuSnP49PS0hAWFsbal9/Pyblz5xTbBTmPHzNmDBITExXbZcqUwY0bNzi/jzZo0ADXrl3DoEGDsGfPHsX+yZMno1OnTpxZrdUpDvMPQgghhBBCiqsSGXR34cIFxf/XrVun9cuxk5MTDh8+jIoVK0Iul0Mmk+HSpUvo1atXQQ81X6WkpCA+nr3co6OjI2fd9u3bY/v27YrtgIAAnYPuAgICWNsdO3bUc6SEkJLs76C/OfcL+UIMrDqQvfPDFSBEzfJgLrWAKv8FG4XGp2P7zY+cVcVCPn7v6lXiMyCR4i0jJRsn/wxEbGiq2joiYwE6jK0Bl0rWnOUMwyB2/QbEbtigsS+BtTVKb1gPU/oRkhQB5fkigAK/UKZs1KhRiqAqDw8PzJo1q8D77N+/f4H3AQCNGzdWXIgFgIMHD6JHjx46HXvgwAGVfbkvUOem/Dw6OzvrMUrNlLMx5M54VhhGjhypMVADyFkeadCgQViwYIHK8kj5KSoqCl26dEFWVhZr/8CBA1Xq5r7ABRTsc8L1Pv7q40f2fKp0ad1vWkhMTMSOHTtY+7Zv3671wuOiRYvw+PFjxQVFuVyO1atXsy7gaaN8YS934B/h9uzZM7Rq1aqoh8Hp/fv3rOBqABg7dqzG1yPX6zq/30e5L3Srex9lZ2ezlqJzdnbmXD5cE32XlraxscGBAwfg6ekJuTwnq66/vz+WL1+uVztc76PCuOidnZ2NM2fOwN/fH2fPnoVUKuWsJxaL0aFDBwwYMADt27fnvFG0qNnZ2WHcuHEYN24cXr9+jd27d2Pfvn2sgHoASEpKwrZt27Bt2zZUqlQJfn5+GDhwIOeywYXh4sWLuHjxYpH0rc3t27dZQVoAMHv2bJiaqr+RRfn9KRAI8m2+yuPx4ODgwPq8VO5v8eLFWLlyJYCc99WGDRtUMrvmVrlyZVy9ehXbtm3D9OnTkZiYiFmzZsHKygpjx47Nl3FzjVMgEBTqTeMSiQRDhw5VLL3atGlTDBkypMD7LYzPOmNjY9SpUwe3b99W7Dt48KBOQXcMw6jcoAGon8cXlzljQejcuTMrsI6LlZUVxowZg5kzZ8Lc3LzAxhIcHKxyfUcgEKjcAFAY8w9t/X2V+7zE5/P1GkdQUBDOnDnDOv7IkSMabwDj8/nYsWMHAgMD8fz5cwA5gZKbNm3CwoULde67qOYfhBBCCCGElARFtrzshQsXDM5EkfuHsPbt2+t0TNmyZVG9enUwDAMAKnc3lQRnzpxRjB/IWWZJ3RezTkpZdXbu3Mk6Vp3379+zUsCLRCKNy0EQQr4t4anhuB52nbOslVsrOJnl+iFJW5a7FnOAXEF0S8+/QbaUe9nGoY3KlfjMUqR4S03IwvFVjzUG3BmZCdF5Qi21AXfyrCxETJmqNeBOXL483P8+RAF3pMhw/chvbW1daP3v3btXkc2Kx+Nhy5YtMDIyKrT+C5ryBdkTJ06oXbIst4sXL+LKFdVslboG3VlZWek+SC2U25JKpUhOVp8BtLCJxWKMGzcOU6ZMKZCAu9TUVAQGBmLRokXw9vZGYGAgq7xVq1Zo0aIFa19SUpJKkElBPieaLtYpB4boc7Fu//79SE9PV2w3bNgQ3bt31+lY5YCKv//+W+tF19yUx6n8d5CSIz09HT169GBlrCxbtqzWZaC5XtdF8T4KCwtj/T6SnxfeNalUqRLq1q2r2M4d+KGrwn4fPX78GOPGjYOLiwu6deuGkydPcgbcNWjQABs3bkRUVBSOHj2KLl26FMuAO2VVqlTBkiVLEBISgn///Rd+fn6cASJv377F7Nmz4e7ujlatWmHv3r2sc+n3LCYmBr1791YEaQFAnTp18PPPP2s8Tvn9md/LDWs7H0ybNg02NjYYOXIkXr9+rTHg7isej4cRI0bg1atX6NatG8qXL2/QUtGacD0uhXlz4rJlyxQ3RhgZGWHLli2F1ndhUH6et2zZotNNAH/99Rfev3+vsp9rHl+c5oxFwdLSEtOmTcMvv/yS7wF3DMMgKSkJ9+7dw/Tp0+Hr64vPnz+z6gwZMkQle1xxmX9IpVLWstr29vYQCnXPibF9+3bW/KVPnz6seYU6QqEQK1asYO3btm2bTteKvqJ5PCGEEEIIIeoVWdDd3bt34eXlhVmzZinSketKIPhvqULlpbM0yV1X37uYi1pGRgbmzp3L2tehQwe1f0fr1q1Zd5iHhIRg586dWvuZN28e6wtX9+7d8/VLKCGkeDsSfAQMuH906eWplB309Skg4gl3Q+6NgfL/Ld3yMCQeZ55Fcla1MxdjTNMKBo2XEF0kx2bg+KpHSIhSf2HMxFKMrpN84OjOfbFHGh+Pz4MGIznXXcVcTOvXh/uB/RC7ueVpzITkRe4giK/MzMwKpe+YmBhMmDBBsT1kyBA0adKkUPouLN26dUO5cuUU2zKZDD169EBwcLDaY54+fao2E5+670LKz2N+PodcbXG9bopKdnY2li9fDg8PDwwbNszgse3atQs8Hk/ln4WFBWrVqoXffvsNX758YR1TuXJlzoyEXGPQlMFHX8rPiaa/OXegm0Ag0GtZu9w3WAHQK3uNp6cna4nF7Oxs1vJm2ihfeNUnYI8UHwzDwM/PjxWsKhQKsW/fPlhYWGg8tqA/n3R9Hym/9goyC4+y3J8fT56o+S6lQWG8j1JSUrBq1Sp4eXnB19cX69atQ1xcnEq98uXLY86cOXj79i1u376N0aNHw8bGJt/HUxj4fD6aN28Of39/REdHY8+ePWjVqpXKb25yuRyXLl3CgAED4OTkhKFDh3IuOfm9yMrKQteuXVnBFxYWFti/fz/rt1suBTnP4WpPuT9bW1sEBQVh8+bNegf8OTs74+jRo7h79y7EYnGex5pbQT8umrx+/RqLFi1SbM+ePRuVK1cutP4Lw4gRI1ifVampqejUqZPGZWovXbrE+n6TG9c8vrh81hWV5ORkzJo1C+XKlcOvv/6q17Wb3ObPn68yh+fz+bC2tkb9+vWxfPlylaDH//3vf/jzzz9V2iouz0lKSooi2y2g//wjL/P4Vq1asa4VRUdHa/z+qozm8YQQQgghhKhXpJFnWVlZWLp0KTw8PHD48GGdj8v9I+WRI0d0OubFixesZUZyt1GYpk2bhgcPHuh1THx8PDp16sT6IiQQCDBx4kS1xxgZGaks4zVlyhS8evVK7TH79+/H3r17WX3Mnz9fr7ESQkqubFk2jr09xllW0boifBx8/tshlwGXF3HWBQC0mKvIcieXM1h4Wv25Z/KPHrAwLv5ZEEjJlBCVhmMrHyM5NlNtHXMbI3Sb7ANbV+4fPLPevUPIT72QoeXCqHXPHnDbthUCClYnRYwr6CEtLa1Q+v7ll18UF+YdHR1V7qgvSB8/fgTDMAb904dAIMCmTZtYWUfCwsLg4+ODOXPm4Pnz50hPT0daWhqePHmCadOmoX79+orgLuWsg+outig/j/n5HHK1pS1YJj8FBgayHv/k5GQEBwdj7969aNu2raKeTCbD9u3b0ahRI86Aj/zWo0cP3L59m3MZN67HJz+zHCk/J5qej9z9mpiY6NWPclbG5s2b63W8cgZAfYLulIMUC+K8FBISwhloqe5f7ouX6oI0uf65u7vn+9i5NGnSxODzmi433Rli8uTJKr/DrF27Fg0bNtR6bEF/Pun6PlJ+7+r7PlIWHR2NdevWoV+/fvDy8oKjoyNMTEw4Xzu5g3rT09P1vgm1MN5Hjx49wpQpU/DixQuVMmtrawwfPhzXr1/Hu3fvMH/+fFSsWDHfx1CUTE1N0b9/f1y8eBGhoaFYvnw5vLy8VOqlpKRgx44drCClguTn52fw+UD5Jt78IJfL0b9/f1bGRoFAgH379un0mijIeQ5Xe1zng7xm0y2IbLwF/bioI5fLMXToUGRlZQHIWUJ7+vTphdI3AINf27mX6tSFlZUVVq1axdr3/PlzVK9eHStWrEBwcDAyMzORnJyM27dvY+TIkWjTpo3ic0OXeXxx+awrKImJiZBKpUhISEB8fDxCQkLw9OlTbNu2jTUXyMrKwrJly9C+fXtkZqr/PSY/8Hg8jBkzBgEBAZw3oxSX5yQv84+srCzWDQ8ikQiNGjXS+Xg+n49mzZqx9hW3eTwhhBBCCCElVZEF3VWoUAECgQAMwyAsLAy9e/dGy5YtWYFx6uReUnby5Mk4f/68xvpv3rxhLZljZGSEli1bGj74PLh48SLq1q2LevXq4Y8//kBgYCAkEolKPYZh8ObNGyxcuBAeHh64dOkSq3zixImcP/rlNnToUFSrVk2xnZCQgMaNG2P37t2sNPfx8fH47bffMGDAANbxI0eO/ObuaCSEqHfp0yXEZ3IvgdDLoxd7SZOnB4HYIO6GPNoBZeooNv95Go6nYdx3QHo6WeCn2mUMHjMhmnwJTcHxVY+Rlpilto6VvQm6TvGBtSN3tqK027cR0qcvJJqWpefx4DB1KpwWLACvBCyjRb59pUqVUtlXGHeinzx5En///bdie82aNSU24402rVu3xpIlS1j70tLSsHDhQnh7e8PMzAzm5ubw8fHBihUrFBeafvzxRwwaNIh1nLqlf5Wfx/x8DpXbEgqF+b6smz4sLCxQqVIl9OvXD2fPnsXFixdZr51nz57Bz88v3/vl8XioWLEiRo4ciYcPH+Lw4cOcAXdAzlJZyll7CvI54Xofc9EnaJRhGFY2IktLS72Dx2rUqMHaVl7SS1v/pGRbunQpVq9ezdo3d+5cjBkzRqfjC/rzqTDeR7nFxsZiyJAhcHV1xbhx47B//368ePECMTExOgcYJCYm6tVnUb2P+Hw+fvvtN0RFRWHr1q1o3LhxgS55+ejRI1y6dEnjv6tXr+Lq1at6P4b6cHFxwdSpU/Hs2TNcvnwZZcrQd9evxowZwwrA5fF42LZtGzp27KjT8crvz/xe5t7Q80FRK+jHRZ1169bhzp07AHKey61bt5aIJaINMXz4cIwePZq1LzY2FtOmTYOHhwdMTExgZWWFhg0bYuvWrYqlk4cMGaJy8wHXPL64zhkLAo/Hg5WVFapVq4Zhw4bh5s2b2Lt3L4yMjBR1Ll26hMmTJ+d733w+H9WqVcOkSZPw+vVrbNiwQW0W6m9h/hEVFcXKGujp6al3pk2axxNCCCGEEFIwhEXVcf/+/eHl5YVffvkFN2/eBMMwuHLlCmrWrImff/4Z8+bNU3tXkJeXF7p06YITJ04gJSUF7du3R6NGjdChQwd4eHjA0tISGRkZ+PjxIy5fvoxTp04pgsx4PB4mTJhQqMuHcLl//z7u378PABCLxXB1dYW1tTXEYjFSUlIQGhqqNhW5n58fli1bprUPkUiEw4cPo1GjRoiPzwmkiY+Ph5+fH8aOHYsKFSooHiflwL+6deti5cqVefwrCSElyaGgQ5z7TYQm6FC+w387pFnA1SWcdQEe0Hy2YisjW4bl59UE5wH4rUNVCPgFd7GGfL+iPiTh9PqnyEqXqq1TysUMncbXhJmVEWd5wsFDiFq4EPj/H9m58IyN4bJiOSxbtcrzmLVxsjTCuWHeyEjVvnyMqaUVzKysAF6RJjUukZytdF+msbji+pE/JiamQC8UJyUlsS5etW3bFr179y6w/oqD6dOnw9XVFWPHjtXpgmjv3r2xdetWTJ06lbVfU9Ddhw8fFNtRUVF5Gm9uym0Vt+DIVq1a4cyZM2jUqJFiCaYzZ84gICAArfQ43/74448qjzePx4OpqSmsrKzg4uKi9vFXxuPxYGNjg9jYWMW+gnxONF2sMzU1Vbzm9MkckpSUxFrSSl2AoSZ2dnas7YSEBJ2PVc7oVZhL5pG827JlC2bMmMHaN27cOMybN0/nNrhe11FRUfn2+aTr+0j5orwhGXjev3+Ppk2bIkzTjRk6+JpVSldF9T6Sy+VYuHAhTp06hQEDBqBv375wcnIqsP4mT56ssoyeOqdOnSqwOY5EIsH58+exe/dunDp1Su/n61s1Y8YMbNmyhbVv1apVGDx4sM5tKL8/ZTIZvnz5ki/Z4xiGQUxMjMb+iiuuxyUuLs6gz2xdhYSEsFZLGTVqFGs5+W/Rxo0bUa5cOfz2229a39c8Hg/jxo3DihUrVIJKueaRxWnOWBT69esHoVDI+i64adMmjBs3Dh4eHjq3M2DAAAwcOJC1j8fjwczMDFZWVnBzc9P5M1Dd/CO/FMb8Q3nOrTwn1wXN4wkhhBBCCCkYRRZ0B+TcXXP9+nXs27cP06dPR0REBCQSCdasWYMDBw5g2bJlKtnXvtq6dSuCgoIUmfFu3ryJmzdvctZlGEZxB26LFi30+lG4MGRnZ+uUDt/S0hJLly7FqFGjdL6juEqVKrh8+TI6d+6MT58+Kfanpqbi6dOnnMe0bNkShw8fzvMSK4SQkiM4IRiPYx5zlnUs3xHm4lyByo/8gaRQzrrw6gk4/pdhc+v1D4hM4v4RqWUVBzSsqP+PRIRoExaUgDMbn0GapT5Yzt7NAh3H1YCJueqdwYxMhpgVKxHv76+xH6G9PUpv2gST6tU01ssPMpkUKTFRsOFlwsZCfcYBnkAAK3tHGNMPoN+18uXLQyQSsW6qePLkCXx9fQusz9WrVyMiIgJAzg/wmzZtKrC+ipP+/fujXbt2WL16NY4fP46XL1+yyvl8Plq2bIkxY8agc+fOAKCyTKq6Jdg8PDzw8OFDxfYTLUtc60O5rSpVquRb2/mlQYMG6N+/P3bv3q3Y5+/vr1fQnbOzc75mOPfw8GBdQM29xFNe6fOcWFtbK4LuZDIZMjIydPrulpqayto25GKZ8jHqbhTTpX+rAliO3cnJCQEBATrXnzx5Mp49ewaAO0hTne/tu/L+/ftVstn5+flhzZo1erWj7vOpTp06Go7STXp6OoKDg1n71L2PlIMk9HkdAzm/4bRr104l4K5SpUpo0qQJPDw84OrqCjMzM8Uys1+tWLECFy9e1Ku/3ArjfVS1alWMHTsWBw4cUNzA+VVgYCACAwMxbdo0tGrVCgMGDECXLl3UZhcqqR48eIA9e/bgwIEDrPN+bjweD02bNsWIESMKeXRFa+nSpVi6dClr35w5czBx4kS92uEKvnny5Al+/PHHPI0PAIKDg1WWPtR3rnP16tU8j8MQnp6eKvuePHlSoCu2zJs3T/F4ubi4qDy/36qpU6eiT58+WLlyJU6dOsW62QXIuUm+Q4cOGDduHJo0aQJAv3l87nPH9zaP79WrFzZu3Ijr168DyLk2s3v3bixevFjnNsqXL59vr3szMzO4uroiPDxcse/Jkyfo2bNnvrSv63NiYWEBPp+vuAkmL/Pob3EeTwghhBBCSElVpEF3X/Xr1w9dunTB/PnzsXbtWkgkEkRFRWHQoEHYunUr1q9fr5L+2s7ODjdu3MDYsWNx6BB3dqbc+Hw+xo8fj8WLF+udejs/HThwAKdOnUJAQADu37+vNSsGj8eDl5cXBgwYAD8/P4Pu+KxRowaeP3+OJUuWYPPmzWrvYqpUqRKmTZuGoUOHFugyIYSQ4ufvoL/Vlv3k8dN/G1mpwPUV3BX5QqDZf9kvopIysfnae86qQj4PM9sVvx8GSckX8jwW57e+gEwiV1vHuaIV2o+tASMT1WmQPC0N4VOnIfXyZY39GFWpgjKbNkJUgBk+vpJkZSExOhIyjuXoc+OLRBCZW0JkXPIztZG8MTExQe3atRVLRAHAw4cPMWzYsALrM/fSbmlpaXovWflVs2bNWNvjx4/XO6ijsJUqVQoLFy7EwoULERcXh4iICCQkJMDOzg5ubm4qGbZfvXrF2q5duzZnu40aNcK+ffsU24GBgZBKpRAK8/4V7tGjR6zthg0b5rnNgtCtWzdW0N3t27eLcDQ5z8mtW7cU28qPo6GkUqnKDVGanpMyZcqwloOKjIxE+fLltfaj/FpUDkjQhfIx6rLTc/kamPuVm5ub3v1rY2xsrNcF2txZHvM7SPNb8c8//8DPz4+VJbF79+7Yvn273r8bmJiYwMfHB/fu3VPse/jwYb4ELQUGBiqWAPxK3fvI1dUVPB5PsVRaZGSkXn1t3ryZFeDn6OgIf39/tGnTRuux27dv16svZYXxPnJwcMD69evxxx9/4NSpU/D398f58+cVK0gAOQG/58+fx/nz52Fubo7u3btj4MCBaNq0Kfj8kplp+dOnT9i3bx/27NmDN2/eqK1XsWJFDBw4EH5+fgXy+BdnGzZsUMl4OX78eMyfP1/vtipWrAhHR0dER0cr9j18+DBfgu6UP5+FQiHq1q2b53YLQ4UKFeDs7Mw6Lz18+LBAP59yz+MjIiIMDqYpV64ca3v16tWYMGFCHkZW8EqXLo01a9ZgzZo1iIqKQlRUFFJSUuDo6IgyZcqwguwZhlHc/P+Vpnl87jlj7htp8kLfOWNR6tatmyLoDige8/jc15Dy6zmJiIhQyXSn7jkRCoVwdnZWBP/Fxsbq/P3ue5jHE0IIIYQQUlIVi6A7IOdOm+XLl2Po0KEYP348Ll68CIZhcPv2bdSuXRsjRozAokWLWD+KlypVCgcOHMDs2bOxZ88e3Lp1C2/fvkViYiL4fD5sbGxQtWpVNGnSBIMGDULp0qWL8C/MUaVKFVSpUgXTpk2DXC7H27dv8e7dO3z+/BnJycmQSCSwsLCAlZUV3N3d4ePjA0tLyzz3a2Fhgd9//x3z58/HvXv38OLFC8TFxUEgEMDZ2Rk+Pj7w8vLKh7+QEFLSpEnScOr9Kc6yWg614FEq1x3o9zYBaV+4G/LxA0r9d8F3xYUgZEi4M40NaFAW5e2Ldplv8u159ygGATteQi5j1NYpU8UGbUd5Q2QkUCmTREUhdPQYZCn9kK7MvFkzuK5cAX4hZJPLTEtFUkw0GLn6IEIAEBibQGhqRkHzRKFx48asoLszZ85AJpNBIFB97ZP8Y2trq3H5r6ysLLx9+1axLRQKUbNmTc66yhdrMjIycO7cOZVlrfT1/Plz1hi4+iouKlSowNrOz2WgDKH8OL19+xYvX75EtWp5y3h67tw5lSWbND0n7u7urAu5YWFhOgXdWVlZsbJrKGdr0YVyxid9liZWvlhnaHAuKTyXLl1Cr169WMFWrVu3xv79+w3+PGnYsCEr6O7kyZPYuHFjngOKjx49ytq2t7dH5cqVOeuKxWK4uLgoLnpHRkZCLpfrHCx28OBB1vbx48fRoEEDnY5Vzhynr8J8H4nFYnTv3h3du3dHdHQ09u3bh127dimyQ36VmpqKXbt2YdeuXShdujT69euHAQMG5OncqC3LmEwm0ztDIZfk5GQcOXIEe/bswbVr1xSBmMosLS3Rs2dPDBo0CI0aNcpzvyXR7t278csvv7D2DRkyBKtXrza4zYYNG+LYsWOK7aNHj2LmzJkGt5e7ndxq1qxZopZCbNy4Mf7++78bI0+ePIlff/21CEf0fXByctK4bPbHjx9ZQUuurq5q63PNGZ8/f57n3971nTMWpeI4j88ddHft2rV8WbpZ+XzD5/NRv359tfXd3d0V8w+5XI6IiAidAtiU59w0jyeEEEIIIaT4KHa3n3p4eOD8+fM4duwYypUrB4ZhIJPJsHnzZlSuXBnbtm1TOaZatWpYunQpbty4gaioKGRmZiI9PR3h4eEICAjA7Nmzi0XAnTI+nw8PDw+0b98eo0ePxvTp0zF79myMHz8egwYNQtOmTfMl4C43kUiERo0aYdSoUZg1axZ+/fVX+Pn5UcAdId+xMx/OIF2azlnGynKXHg/cWsfdiNAE+OG/5biehyXh6OMwzqpWJiKMb1HJ4PESwuXNnUhc/OuFxoA7d287tBvDHXCX8fIlQn7qpTXgrpSfH0qvX1fgAXcMwyA1IR6JUZEaA+54PB4sbO0gMjOngDvC0rVrV9Z2WFgYzp8/X0SjIV9dvHiRtaxi06ZNYawmO2X16tVVAkZ27tyZ5zH4Ky2dbWNjg6ZNm+a53cIgEqlfXrswNG/eXGVZyv379+e5XeXnxMPDA1WrVlVb39vbm7UdFBSkUz88Hg9lypRRbCcnJyMkJETncQJQya5StmxZnY9Vzhyl/HeQ4uXWrVvo3LkzsrKyFPsaN26M48eP52n1gO7du7O2o6OjcfbsWYPbA3Iy/+TODAqofg4qy/36k0qleP+eO0O3MrlcjgcPHii2a9asqXPAHQCVZcj1lft9JBQKNZ4r8pOjoyMmTZqEp0+f4tGjRxg3bhzs7OxU6oWFhWHZsmWoXr06fHx8sHr1alYms+JAKpXi7Nmz6NOnD5ycnDB06FBcvXpVJeCOz+ejVatW2Lt3L6KiovDXX399twF3R48exZAhQ1iP0U8//YRt27bl6TuI8vng8ePHKkGd+oqLi8Pp06dZ+7p165anNgub8vnrzp07eT53kLw7c+YMa7tt27Zq63LNGQtiHq9tzlicFPU8vnPnzqwbBrKzs1XmDoZQfk5atmyp8XqOofN4Z2dn1vzrzZs3yM7O1n2gyL95fGHOPwghhBBCCCkJil3Q3VddunTBq1evMHfuXJiYmIBhGMTFxWHUqFGoW7cu7t+/X9RDJISQEo9hGBwMOshZZmNkgx/L5lra5dZaICuJu6F6IwBLZ0WbC0+/4q4HYELLSrA2Lbplvsm35/nVMPy76zXUJKYAAFSq44g2I6tDKFINuEu5ehWf+g+ANCZGfQMCAZzmzYXjjF/BK+BMYXK5HEkxUUiN13znMl8ggI2zK4wt8jdAn3wb6tevj//973+sfYsWLWItD5ifxowZg4CAAL3/OTo6stpZuXIlq3zMmDEFMt6iopwdSdOSvzweD+PGjWPt++eff/K0pGl4eLjKTUzDhw8vttlfPn36xNpWfr0UNjMzM5XnbPfu3YpsFYZ48uQJ/vnnH9a+8ePHawxi8PX1ZW0/f/5c5/6UM29c1rKcujLl+poyeSjLPU5ra2tUrFhRr75J4Xn8+DHat2+P9PT/bsypXbs2Tp8+zVpqzxD/+9//UKdOHda++fPnqywNq4+NGzeqBHaNHz9e4zGGvo/i4uJYmf88PDw01GYLDg7O0/lCOVtqtWrV1AZuFyQfHx+sXbsWEREROH78ODp37swZTPHkyRNMmjQJrq6uaNeuHQ4cOKCSoakwPX78GBMnTkTp0qXRvn17HDx4kHM8lStXxuLFi/Hp0ydcvHgR/fr1y/PrviQ7d+4c+vbty3qPtm/fHnv37s3zUsI9e/aEi4sLa9+cOXPy1ObixYtZgSgmJiYYOXJkntosbD169FAJhjFkCV9dLViwwKB5vLK9e/eyypWDKks6febxXHPGbdu2ISyM++ZUXRgyZyxKxW0e7+bmphLQumLFCqSmphrc5smTJ/H48WPWPm1LKhs6/xCLxahVq5ZiOzs7Gzdv3tRtoMj5rVY5i6yu8/jiMv8ghBBCCCGkuCq2QXcAYGRkhLlz5+LVq1fo0qULgJwvCI8ePcL//vc/DB06FF++qFnmkBBCiFaBXwLxNuEtZ1nXSl0hFvx/cFxKFHBvC3cjRpZAwwmKzfMvonA/hHvZpPL2ZuhfX/c7KQnR5vGFT7h+MFhjnaoNndFycFUIBKrTnsSjxxA29mcwGi4A8s3NUWbLFtj07p3n8Wojk0iQEBGGTC0//ArFRijlWgbi7/gCINFu6tSprO27d+/ijz/+yHO7Dx48UJmDV65cGS1bttT7n/KP9b6+vqxydUsDlkQvXrxgLWlkZ2en+I6jzqBBg1CqVCnFtlwux6hRo1gBH/oYP348azk+kUiEn3/+2aC2CsOpU6dY28UhM9ovv/zCCi5JTU3F9OnTDWpLJpNh1KhRrEAGW1tb+Pn5aTyuXr16rDHoE4jZpEkT1rZydg5NgoKCWMvaGhkZoV69ejodGx0dzbrQ3LhxY537JYXr1atXaN26NZKS/rvZpnr16jh//ny+ZeKfOHEia/vx48dYv369QW2Fh4fjt99+Y+1r06aN1gwsyq9BXd9HytnQ9Mkys3HjRp3rcnn69Cnr/P/DDz/kqb28EolE6NKlC06cOIHw8HCsWbOGc8l0mUymCNxydHTE4MGDceXKlQK7ESC38PBwReY9X19frFmzhjPznrW1NUaMGIHbt28jKCgIM2fOLJYrZhS2a9euoXv37qzXebNmzXDkyJF8yVrFNQ/5559/VAKLdBUYGIg///yTtc/Pz481lyoJhEKhSuDO4cOHceTIkTy3zZVZ1Nvb26B5vLKGDRuyynNn1y3pzp8/j9u3byu2vby8tM6BuOaMyks068rQOWNRKo7z+EmTJrG2w8LCVOYQukpNTVW5QapKlSpo06aNxuMMnX8AeZvHBwQEIDQ0VLHt7Oys83ft4jb/IIQQQgghpLgp1kF3X5UtWxbHjh3DhQsX4OnpCYZhIJfL4e/vDw8PD6xbt65QfqwjhJBvzcE33FnueOChZ+We/+24vgKQqglK+t84wDTnR+wsqQxLzr3hrgdgVrsqEHEEPhGiL4ZhcO/kB9w5rnkpsBrNy6Bpf0/w+ey7vxmGQezWbYicNQvQkFlF5OoK9wP7Yd6oYb6MW5PszAzEhYdCkmsZNy7GZuYo5VoawiJenoUUf126dFG5m3/GjBk4cOCAwW3u3bsXzZo1Q1paWl6H913JyMjA8OHDWRfKfv/9dxgZGWk8zszMDOvWsZd2f/jwIQYNGqT39585c+bg6NGjrH0LFy4sthdEX79+rbIMV+fOnYtoNP9xc3PDvHnzWPvOnDmDBQsW6NUOwzAYOnSoSgb3DRs2wNTUVOOx5ubmaNjwv8+lhw8f6pw9qk+fPqzMhjdu3MCJEyd0Onby5Mms7Z9++glWVlY6HXv9+nXWduvWrXU6jhSujx8/olWrVoiNjVXsq1ixIgICAmBra5tv/fTu3VvlNTB16lSVpfu0SUhIQLt27ZCcnKzYZ25urnLe5PLDDz+wspcpv0bVsbW1hVAoVGzfvXtXp0DowMDAPAfdXbt2jbVdnN5H9vb2GD9+PJ48eYKnT59i4sSJcHBwUKmXkpICf39/NG/eHC1atCjQMR0/fhxubm749ddfOZfmFAgEaNOmDQ4cOIDIyEhs2bJFr6WCv3UPHz5Ex44dWZ8v9evXx8mTJ/M1w9GkSZPg5eXF2jdw4EA8fPhQr3Y+ffqETp06seZarq6uWLx4cb6Ms7CNHTsWdevWZe37GrBqCIZhsGrVqmIxlyppYmNjVYLlVq1apfU4rjnjiRMnMHPmTL36z8ucsahcvnwZFy5cYO0rDq+9Bg0aYPjw4ax9a9aswdatW/VqJysrC127dmVl8xMIBDotuV25cmW4u7srtnWdfwDA0KFDWe3v27dPp6A9mUyGadOmsfZpytSorDjPPwghhBBCCCkOSlTkQ6tWrfDs2TMsW7YMFhYWYBgGiYmJmDBhAnx8fHDjxo2iHiIhhJQYcRlxCPikuiQIADRybYTSFv9/Z3/8R+CRP3cjZvZA/dGKzV23Q/A5Pp2zaqOKdmjuqXrhhRB9MQyDm4ff4uHZEI31ardzR8OeFVV+9GTkckT/vgRftGT8MqlZE+5/H4JRpUp5HbJWGSnJSIgIh1zL0mrmNqVg5eiU56WcyPdjx44drOWppFIp+vfvj3nz5rGWDdTmw4cP6NatGwYMGEABdwCSk5MRGRmpU92EhAR06dIFd+/eVexr1KiRzhc6+vbti379+rH27du3D71790ZcnOZlqIGcgL9JkyZh4cKFrP1NmjRRyYaY31JSUjBmzBi9l9J68eIFWrduzcqsU7ZsWfTs2VPDUYXn119/VcnwsHr1aowfP16n90dCQgL69euHXbt2sfYPGDAAvXr10mkM7du3V/w/OzublYFOE2trawwZMoS1b8iQIXj27JnG4+bOncsKiOLz+SrZyjRRXs6qXbt2Oh9LCkdERARatmyJiIgIxT43Nzf8+++/cHJyyte+eDwe/P39YWdnp9gnkUjQo0cPbNu2TSWbHJfXr1+jZcuWKq/dtWvX6rR0sbGxMZo3b67Yvn//vk7vX4FAwMpuFBkZqTX44t27d+jcuTMkEonW9jXJ/T4yNTVFs2bN8tReQfH29sYff/yB8PBwnDx5Et26dYNYLFapl5CQUKDjSEpK4gxQr1KlCpYuXYrPnz/j3Llz6N27Ny2Tp+Tly5do06YNKztuzZo1ce7cOZibm+drX0ZGRti/fz/rOUhOTkbr1q11Dgq/c+cOmjdvzsri9PU8U9Ky3H0lEolw8OBBVnB7amoq2rZti/Xr1+uV9fjp06do1qwZpkyZYnC25G9JdHQ0EhMTdaobHh6OH3/8Ee/evVPs69u3L1q1aqXT8VxzxiVLluCXX34ptDmjob5m/YyP517JQp3r16+rLC1cr169YpPleM2aNSoZ3kaPHo3Fixfr9P4ICwtDhw4dcOnSJdb+mTNnsm6K0ST3PD4sLIz1+tKkcuXK6NChg2JbLpeje/fuGr9rMQyDYcOG4enTp4p9ZmZmGDVqlE59AiVn/kEIIYQQQkhRKXFXbIVCIaZOnYqgoCD07dsXQM6Xh+fPn6Np06bo16+fzhfACCHke3b83XFI5NwXfnp55Prx7uoSQK7mh6fGUwCjnB/d41KzsO5f7h+K+DxgdocqWu/4JEQbuZzBlb1v8Oyy5gCOBl0roF6n8iqvOXl2NiKmTEXCnj0aj7ds1w5uu/whzMesLlwYhkFK7BckxURrvMDM4/Ng7egE81K29D4ierG2tsY///zDylAkl8sxf/58VK5cGb///jsCAwM5j42NjcXu3bvRrVs3eHh44Pjx44U06uLv8+fPcHd3R58+fXDs2DHOi1ERERH4888/4enpiYsXLyr229nZwd/fX6/38qZNm1SWsDp8+DCqVKmC33//HR8+fFA5Jjo6GuvXr4e3tzdWr17NKqtYsSIOHDhQ4AG8MpkMmzZtQvny5dGxY0fs3r0b79+/5zzfZWdn4/bt2xg9ejR8fHxULpyvW7eOlZWqKPH5fBw8eFAlsGfDhg2oXr061q5dy/mdNCQkBMuWLUPVqlVVMk7Wr19fryxYvXv3Zr2GdA1MAIDFixezMmwkJCTgf//7H1atWqUSBPPixQt0795dJZPf1KlTUatWLZ36YxgGJ0+eVGw3aNAA5cqV03m8pOClp6fjxx9/ZJ1LBAIBfv31VwQHB+PSpUt6/cvMzNTap5OTE44cOcJ6X2dmZmLEiBH44YcfcODAAc6AhAcPHmDChAmoWbMmHj9+zCobO3asSlCpJl9/UwJyzkHnzp3T6biBAweytmfMmIEpU6YgJiaGtT82NharVq1C7dq18fnzZ/B4PHh4eOg8vtxSU1Nx+fJlxXbnzp2LbYajr4RCITp27IijR48iIiIC69atg6+vb5GMxcbGBqNHj8a9e/fw6tUrTJ8+HS4uLkUyluIuMjISP/74Iyuw38zMDNOmTcPDhw/1Ph/oonr16ti5cydrXhIfH4+uXbuiU6dOOHnypMpSznK5HFevXsXgwYPRqFEjlbnQ8uXLOZdALUnKlSuHw4cPs86TWVlZ+OWXX1D9/9i76+gm0q8P4N+k7gL1QnG3YgsLbPFFC0UWh7LosrC4s9jisrhbYXGHFne3UgFaaGmpe0sLdUnm/aMv+XWSSZqkSdPC/ZzDOcwz88w8jUxG7tzboAE2b96MoKAgzr7R0dHYvXs3fv31Vzg7O0tkqvqRvXr1Co6Ojhg3bhyuX7/OCi79JjQ0FCtXrkTdunXh6+sraq9Ro4ZECWNZpB0zbt++vdSOGZWVnZ2N1atXo1KlShg8eDDOnj3LOj4XX/b27dsYOnQo2rdvzwpq1NPTw44dO8rMdQxDQ0NcuHABVlZWojahUIhFixahWbNm2L9/P+e5XWBgIP7++2/Ur19fYt/Wp08fLF68WO4xFD3+ABQ7jt+5cyfMzc1F0xEREXB2dsbBgwcljpueP3+O9u3bS5Sh3bBhg9y/geXx+IMQQgghhJDSpl38IqUvLy8Pqamp0NbWhrm5ObS0tCSWsbW1xdGjRzFx4kRMmTJF9LTOyZMn4enpib///hvTp09nlf0ghBBSSCAU4GzwWc559kb2aOvQtnAiIRB4c5p7JWaVgOajRZObbgcjPZc7OG9Qi8qoY2taojETIhAIcedQID56J8pc7pfBtdCwvaNk/4wMRE+Zgqxnzzl6/U+FcWNhNWOG2i8KMwyDL4nxKCjmxrSWtjbMbe2hU0wZSkKkady4MR49egQ3NzfWjbmYmBgsXLgQCxcuhLGxMaytrVGhQgVkZGQgPj5eagYaMzMzutCOwnOWkydP4uTJwlLtjo6OolJ68fHxiIuLkwguq1ixIq5fv47q1asrtC0TExPcvHkTgwcPZgWFJCUlid7DChUqwN7eHtra2oiNjUViYiJncFvz5s1x6dIl2NnZKfonKy0/Px9eXl7w8vIS/T22trYwNzcv3Bd++YLw8HDOLFA8Hg/79u1D7969S2288rCzs8Pdu3fRp08f1s3Y8PBwTJs2TVRa0c7ODkKhELGxsaySnUV169YNp06dUih7kKOjIzp06CC6CXbx4kVs27ZNrt8uExMTnDlzBl27dhV9zzMzMzFr1izMnz8fVatWhampKeLi4hATE8M5XkXK6Xp7e7MycAwfPlzuvqR0JCYmSpTfFAgEmDRpklLrCwsLYwV2SuPi4oKbN2+if//+rIC1x48f4/Hjx9DW1oadnR1sbGyQnp6O2NhYzuAIoDDDzIoVKxQaZ9++fWFsbIyMjAwAwPnz5zFgwIBi+40ePRq7du0SBa1/K9u4adMm1KxZE+bm5khJSUFYWBir1OX8+fMRExMjNUhGlmvXrrGCGcvb96hChQqYPHkyJk+ejICAAHh4eHCWfFUlHR0d9OzZE6NGjYKrq2uxJd1JoaCgIFbGS6DwN0I8SERe8mSuBAqDyfX09CSyKnt6esLT0xN6enqws7ODlZUVUlNTERsby5m1WVtbG1u2bFF6/1XWdOnSBbdu3cLAgQNZwVlBQUGYPn06pk+fDjMzM1hbW8PCwgJpaWmIi4uTuq9UdebS8iozMxP79+/H/v37wePx4OTkhIoVKyI/Px/x8fFISEiQ6FOtWjXcvHlT4XLrdnZ2ePDgAfr06cMqm1xax4wllZWVhVOnTuHUqVMACoOYra2tYWxsjIKCAnz58gVRUVGs37tv9PT0cOHCBY0FXEtTr149PHjwAL1790ZoaKio/c2bNxg3bhwmTpwIGxsb2NraIjc3F7GxsVLPjd3d3bFnzx6F7kH9/PPPqFatmihY+Pz585g1a5ZcfR0dHXH06FH0798fubm5AAqD/MeMGYPJkyejatWqMDAwQFRUlMTDAEBhhmtFstyV9+MPQgghhBBCSkOZyXR37949jBgxAlWqVIGBgQHs7e1hbW0NPT09NGzYEFOnTsX79+8l+rVt2xavX7/G9u3bYWlpCYZhkJGRgXnz5qFRo0a4dYu7dCIhhPzInsQ+QUyG5E1UABhYeyC0+P8f7Hx3BQApF8nbzwO0C29cBCek4/iLSM7FjPW0MaNLLc55hMirIF+A63veyQy44/GATqPqcgbcFSQnI2LkyGID7mzmz4P1zJmlEnAnyM9HXla2zOV09A1g6VCJAu5IidWtWxevX7/GrFmzOEu8ZWRk4NOnT3j16hXev3/PeVNBR0cHkydPRkhIiCi4jPxPdHQ0fHx84OPjg9jYWImbzG3atMGrV6+UvulkamoKLy8vbNq0CSYmJhLzU1JS8PbtW/j6+iIhQTJ7pp6eHubPn4/Hjx9rPLtPeno6Pn78iFevXsHb2xsfP37kDLirWbMm7ty5gzFjxmhglMWzt7fHtWvXMHPmTIlgDoZhkJCQAD8/P7x584bz5qmJiQk2btyIK1euwNRU8YcT/vjjD9H/Y2JiWFkoitO8eXM8fPgQ1apVY7Xn5+cjODgY3t7enAF37u7uuHz5Mud+RJr/imSXNTExoZt1hKVt27bw8/OTKEUHFJZEj4qKgre3N4KCgjiDSKpWrYpr165h5cqVCh+/GRoaYtSoUaLpy5cvSw1UKUpHRweXLl1CzZo1We1CoRBBQUF48eIFQkJCWAEIM2bMUDgosKii36OqVauiW7duSq9L0+rXr4/169fj6tWrat3OsGHD4OXlhYEDB1LAXTnh5uYGHx8ftG/fXmJebm4uwsPD8erVK4SEhHAG3DVu3BhPnjz5bgLuvmnTpg3evHmD0aNHc2Yp/vLlCz5+/IiXL18iODiYcz9mZGSExYsXy13G8kfCMAzCw8Ph7e0Nf39/zoA7V1dXvHjxQulMvfb29nj8+DEWLlyokWNGVUpNTUVQUBBev34Nf39/hIeHcwbcNW/eHM+fP0f37t01MMrifTs/njBhgsT3SiAQIDY2Fj4+PggICOA8N7a2tsaRI0dw6NAhhY6Lvyl6HP/8+XOFvps9e/bEjRs3JM7Js7OzERgYiNevX0sE3GlpaWH+/Pk4cOCAQuP8no4/CCGEEEIIUReNB90lJSWhV69e6Ny5M44fP47IyEgwDCP6JxQKERgYiO3bt6Nhw4aYMWMGCgrYmZT4fD4mTZqE4OBgjBs3Dnw+HwzD4MOHD+jWrRv69++PiIgIDf2FhBBS9pwKOsXZrs3XhlsNt8KJqFdA0BXuFVSsBTQaLJpcceU9hFJi8yZ1qA4rE7rJQZRXkCfA1Z1vEP6G+2lvAOBr8dB1bAPUaS2ZuSkvMhLhQ4chN1AyeF9ERwf2GzbAssiNV3XJzcpCQV4eGEYoczkDE1NY2tlDi7L2EhUxMjLC+vXrER4ejqVLl6JevXrF9tHW1kaLFi2wadMmUWm4ihUrlsJoyzZHR0fMmDGj2DKBPB4Pbdq0walTp/Do0SO5Mj/JwufzMW3aNERERGDVqlVyvYdOTk6YO3cuQkJCsGrVqlINPDAzM8ODBw8wd+5ctGzZUq4bUjo6OujUqROOHj2Kt2/fokOHDqUwUuXp6elh0aJF8PHxwdy5c+V6j+vUqYMVK1YgPDwcM2bMULrMr5ubG5ycnETT+/fvV6h/gwYNEBgYiPXr10sE3xWlra2NTp064dGjRzh06BB0dHTk3kZubi6OHTsmmh49erTGbxaTssfOzg5nz56Ft7c3Ro8ezSqbxkVLSwu//PILDh06hKCgoBLdAJ46daooWC8zMxPHjx+Xq1/lypXx6tUrTJ48Gfr6+lKXa9WqFW7cuIGNGzcq/VBHXFwcK0BtypQpai8PToim1KpVC/fu3cOdO3cwcODAYrMr6+jooHv37jh37hx8fX3RsmXLUhpp6apYsSIOHjyI4OBgzJ49W67gLz09Pbi4uGDfvn2Ii4vDsmXLYGRkVAqjLdsaN26MP/74g3UMxUVLSwu//vorbty4gUuXLpX4HEhPTw8rVqxAaGgo5s+fX6rHjMqoX78+rl+/jr/++guNGjXirEQkzsDAAH369MHFixfx/PlzNGnSRP0DLQEzMzPs3r0b79+/x5QpU2BjYyNzeR6Ph2bNmmHLli0ICwvDiBEjlN722LFjRd9HhmEUDoZzcXFBSEgIFixYIPOBKn19ffTt2xe+vr5YtWqVQtug4w9CCCGEEELkw2PkzfOvBp8/f8Yvv/yC9+/fF1tugMfjgWEY8Hg8uLm54exZ7rKIAPD69WtMmTIFz58/F/XV19fHvHnzMHfuXKWePiKaExAQgAYNGoim3717h/r162twRITL169fce/ePdF0hw4d6IZaGRWdHo0e53uA4chg171qd6z7ZR3AMMDh3kD4I+6VDDwM1O8LALgXlIjRh15xLuZoYYDbM1ygr1P8xTlCuBTkCXB11xtEvecu5QEAWjp8dBvfAFUaSl4Ezw4IQNT4CRCkpEjtzzc0hMO2rTBu00YlY5YmPz8fb157Iz0lGZYOhdn4KhoZgc+XvAFrUtEKhqZmct2cFQgErGwGJiYmcl0QJ2Wbh4cHRo/+XwnvQ4cOwd3dXeXbSUpKgq+vL8LDw5Gamor8/HyYmprCwsIC1apVQ9OmTWFgYKDy7X5PkpKS4Ofnh7CwMHz+/BkFBQUwNTVF1apV8dNPP6k9K2BsbKzoPfzy5QsYhoGxsTEqV66Mxo0bywymUpa7uzsOHz4smpa3lGRubi4CAwMRGhrKKn1mZmYGc3Nz1KlTBw0bNiw352vS9r9hYWHw9/dHZGQk0tPTwePxYGpqiipVqsDZ2RkODg4qG8P27dsxZcoUAIU3c8PDw5UuHffhwwf4+voiMTERWVlZqFChAhwcHNC2bVuYmZkptc4jR46IMonp6OggKChI6Swx5MchFArx9u1bBAYGikpI6urqwtLSEtWrV0fz5s1Veq45YMAAnDt3DkBhMMa3srHyysjIwKNHjxASEoIvX77AwMAAlSpVQqtWrVC5cuUSj2/58uVYsmQJAMDS0hJhYWE//Lk2Hf/+OPLz8+Hr64ugoCAkJCQgOzsbenp6qFixImrWrInmzZuXuWPVpUuXYtmyZaLpe/fucWbvK6no6Gi8efMGERER+PLlCwQCAczMzGBpaYmaNWuicePG5eaYSlNiYmJE2dq+fPkCoVAIMzMz1KxZEz/99FOxQeAlVZrHjN+0b98eDx48EE3Le2soMzNTdBwfHx+PlJQU8Pl8mJqaws7ODg0bNkS9evXK/b74/fv3CAgIQHR0NDIyMqClpQVzc3NUq1YNzZo1U+kDaLNmzcLGjRsBFGbOi4yMVPoBKT8/PwQEBCAxMRG5ubmwsrJCpUqV0LZt22KDl6Wh4w9Cyh46BiaEEM2g/a9qFRQU4OPHj6y2mjVrQruECUg0GVOk0dQpM2fORGBgoOiGsqOjIyZOnIh27drB1tYWAoEAkZGRuH37Nvbu3Yv09HQwDIMLFy5g3759GDduHOd6mzVrhqdPn8LDwwPz588XXZRZunQpPDw8sHnzZvTu3bs0/1RCCCkzzgaf5Qy4A4DBtf8/e92n+9ID7uyaAPX6AADyBUKsvCI9e9i87nUo4I4orSBfgKu738oMuNPR00LPSY3gUNtCYl7ms2eI/nMyhBylh77RsrREpb17YdBAvQdeBfn5uHtwD/QcZd945WvxYWZtBz0lL4oSoigrKyt07dpV08Mo16ysrNClSxeNbd/e3l7j5WLlpaenB2dnZzg7O2t6KGpVtWrVUgssGzduHNauXYvo6Gjk5uZi69atCmex+KZOnTqoU6eOSse3YcMG0f9Hjx5NAXdELnw+H40bN0bjxo1LZXtLly7F+fPnwTAM/P39cfPmTYV+G42NjdVWPi87Oxvbt28XTc+aNYtueJMfio6ODlq2bPndZrArCUdHRzg6Omp6GOWag4ODWgLb5FWax4wlZWRkhBYtWqBFixbf9U3HunXrom7duqWyrTlz5mD37t3IzMxEYmIiDh8+jPHjxyu1riZNmqg0syAdfxBCCCGEECI/jeWDTkxMxH///ScKuOvatSs+fPiABQsWoF27dqhZsybq1KmDrl27Yt26dXj37h2qV68uynhX9OK9NO7u7ggODsbUqVOhra0NhmEQFhaGvn37sk4aCCHkR5EnyMOFkAuc82qY14CztXNhlru7K6SvpNNi4P/33SdeRiIkMYNzseZOFujZULLUJyHyKMgX4Nrut4gK/Cx1GT1DbbhOa8IZcPf16lVEjp8gM+BOx9ERVY4fU3vAXWZaKk4vn48PT+7LXE5bVxeW9pUo4I5wGj16NHg8Huvf/fv3NT0s8gNYunSpxGevaJY7oll6enpYvHixaHrXrl34+vWrBkf0P1euXMHbt28BFJa2WrRokYZHRAi3Bg0aYMiQIaLptWvXanA0bAcPHkRSUhKAwiw43zJbEkLKjw4dOkgcS4WHh2t6WOQH4O7uLvHZK5rljmiWtbU1pk6dKpresGEDBAKBBkf0P3T8QQghhBBCiPw0FnR3584dCIVCMAwDHR0dHD16VGaqa0dHR2zZskWU8jwkJARRUVHFbsfExASbNm2Cn58fOnToIGr//Fn6TXxCCPle3Yq4hc853Pu/wbUHFwZCRzwBYry5V+DUFqjeEQDwJSsfm24FS93W373qyVUakxBxhQF37xAZIP232sBEB31nOMO2qmS5u8//HUXMzFlAfr7U/np166LKiePQlaMcYkkkR4bj2IIZiAv+IHM5PUNDWNo7QpvK/xBCCFHQmDFjRJkt0tLS5HpATd0YhsHff/8tmp41axYqVaqkwRERItvatWtF16Tu3r2Lu3fvanhEhVlmimauXLVqFYyNjTU4IkIIIYSo0vz580VZyz9+/FgmHm6i4w9CCCGEEEIUo7Ggu+joaAAAj8dDgwYNULFixWL7tG/fnjUdExMj9/bq1auHO3fu4NSpU5R6nxDywzoddJqz3VDbEL2q9yqceLJV+go6LxFludt29yNSs7iDmtycHdC4knlJhkp+UIJ8Ia7veYfIgBSpyxiY6KDPdGdUdDRhtTMMg8R/NyFh5crCjI1SGP70E5z+OwJtKyuVjZtLxFs/nFg8B+kpSTKXMzK3gLmtPfjfSTkWQgghpYvP52Pbtm2i6X///RcJCQkaHBFw6tQp+Pr6Aih8gG7+/PkaHQ8hxXF0dMSCBQtE0/PmzdPgaApt2bIFsbGxAIBmzZph9OjRGh4RIYQQQlTJ2NgY69atE00vXboUOTk5GhwRHX8QQgghhBCiKG1NbVi3SCYXeU8kcnNzWdPa2ooPf+DAgejVqxc+fvyocF9CCCnPglOD4ZPowzmvd/XeMNIxAhI/AB9vcK+gekegUksAQFhyJg4/C+dcTF+HjzndaqtiyOQHI8gX4tret4h4Jz3gTt9YB32mOaOCPfspW6agAHFLluDLufMyt2HSrRvs160FX80Z5d7dv41be7dBKLM0CA+mVlYwNpcsj0vIr7/+ilu3bslcpnHjxqU0GvIjGzlyJNq2bStzGVtb21IaDZGmbdu2oqzwZcHgwYMxePBgTQ+DEIUsXLgQCxcu1PQwRObNm1cmgv8IIYqhYydSVsyZMwfDhw/X9DBIMYYNG4Zhw4ZpehgidPxBCCGEEEKIYjQWdFetWjUAhVlp3r9/j4CAANSvX19mn7Nnz4r+z+PxUEXJknAGBgZo1KiRUn0JIaS8kpblDgB+q/1b4X+ebpO6DNpMFf139dX3yBdw39gd/0t12JkZKDVG8uMSFAhxfd87RLyVEXBnpIO+051RwYEdcCfMzkbM9BnIuH9f5jYshg6FzcIF4KkxoxzDMHh65jienzshe0EeD9raOtA3NpG9HPlh2dnZwc7OTtPDIATVqlUTnbsRQgghhBDZ6NiJlBX16tVDvXr1ND0MQgghhBBCCPmuaay8bKdOnWBoaAgejweGYdC3b18EBARIXf7GjRuYOXMmeDweeDweWrRoIVdJWkIIIUBmfiY8Qz055zW1bopaFrWAr3HAm1PcK7BtBFR1AQA8DU3GzUDukmU2pnqY6EIXl4liBAVC3Nj3DuFvkqUuo2+kgz7Tm0gE3AnS0hA5+vdiA+6spk2Fzd+L1BpwJyjIx/Wdm4oNuNPW1Ye2ji54fI0dhhFCCCGEEEIIIYQQQgghhBBCCCkBjWW6MzQ0xNy5c7FkyRLweDyEhobC2dkZnTt3Rps2bWBrawuhUIjIyEjcuXMHL168AFCYQYbH42HZsmWaGjohhJQ7XqFeyCrI4pwnynL3YjcgzOdeQZupAI8HgZDBCq/3Urcz+9c6MNTV2E8LKYcEgsKAuzB/6QF3ekbacJ3WBBUd2Vnh8uPiEDl2HPJCQ6VvgM+H7bKlsBg4UFVD5pSTmYHLG1chKuCNzOX0DI1hZm0DHo+n1vEQQgghhBBCCCGEEEIIIYQQQghRH41GRixcuBD+/v44f/48eDweCgoKcOPGDdy4cUNiWYb5XxnDJUuWoGvXrqU5VEIIKbcYhsHJoJOc8yz1LdHFqQuQmw54H+JegVlloF5fAMC519EIjPvKuVhDBzP0c3ZQxZDJD0IgEOLm/gDZAXeG2ugz1RlWldgBd7kfPyJy3HgUxMdL7cvT04PDpn9h0rGjysbM5WtSIs6vWYqU6EiZyzXs3A1mNrYUcEcIIYQQQgghhBBCCCGEEEIIIeWcRuua8fl8nD59GqtWrYKhoSGAwuAQrn8AYGNjgxMnTmDx4sWaHDYhhJQrvom+CEkL4ZznVsMNulq6wOvDQO4X7hW0ngRoaSMjtwDrbwZJ3c7fveqBz6dgIiIfgUCIW/sD8Mk3Seoyeoba6DPNGVaV2QF3WT6+CB8+QmbAHd/UFJUPHVR7wF3CpxAcXzRTdsAdj4cOo8bhl6HuFHBHCCGEEEIIIYQQQgghhBBCCCHfAY3XAOTz+Zg3bx4mTZqE06dP4+HDhwgODkZaWhq0tLRgaWmJhg0bomPHjujTpw90dHQ0PWRCCClXTgWd4mzngYeBtQcCgnzg+S7uzvrmgPMIAMDu+6FISs/lXKx7A1u0rGqpiuGSH4BQIMStA4EILSbgznVqE4mAu/S79xAzfTqYXO7PIgBo29ig8v590KtZU2Vj5hL6+iW8tqxFgayx6Oqhx5SZqNnyZxQUFKh1PIQQQgghhBBCCCGEEEIIIYQQQkqHxoPuvjE1NcXYsWMxduxYTQ+FEEK+GynZKbgZcZNzXjvHdnAwdgD8TwFfo7lX0GIMoGeMmLRs7Hv0iXMRXS0+5nevq6ohk++cUCDErUOBCPVJlLqMroE2ev/VBNZOpqz2tHPnELd4CSAQSO9bvToq79sLHXt7lY2Zi9+NK7h7aA8YRih1GQNTM7jNWQy7mrXVOhZCCCGEEEIIIYQQQgghhBBCCCGlq8wE3RFCCFG9CyEXUCDkzq41qPYggGGAp1u5O2vpAi0nAADWXvuA3ALu4KLRbaqgcgVDlYyXfN+EAiFuHwpEiLeMgDt9Lbj+1QQ2Vf4XcMcwDFL27kPSpk0y12/QuDEcd++CtoWFysYsjhEK8fC4B7w9z8tczsLeEf3mLYW5ja3axkIIIYQQQgghhBBCCCGEEEIIIUQzKOiOEEK+UwKhAGeCznDOczB2QBv7NkDoXSDhHfcKGg8GTGzgE5mKy/6xnItUMNLFnx1rqGrI5DsmFDK47fEeH2UE3Onoa6H31CawqcoOuEv6dxNS9u2TuX5jFxc4bN4EvoGBysYsLj8vF9e3/4vgF09kLudQpz76zF4EA2MTmcsRQgghhBBCCCGEEEIIIYQQQggpnyjojhBCvlNPYp8gNpM7WG5ArQHQ4mtJz3IHAK2ngGEY/OMVKHWR6V1qwVRfp6RDJd85oZDBncOB+PgqQeoyOv+f4c62qpmojREKkbBqNVKPHpW5fjM3N9gtXwaejvo+i1lfv+Di+n8QF/xB5nJ12rjg1z+mQVuNYyGEEEIIIYQQQgghhBBCCCGEEKJZFHRHCCHfqZMfTnK26/B14FbDDYjzBz7d5+5cuwdgVQuX/WLgG5nGuUgtG2MMblFJNYMl3y2hkMHdw+8R/EJGwJ2eFnpPaQLbakUC7gQCxC1ejC/nZJdxrTB+PKymTwOPx1PZmMWlxsXg/JqlSIuPk7lcy74D0XbQCPD4fLWNhRBCCCGEEEIIIYQQQgghhBBCiOZR0B0hhHyHotOj8TjmMee8Lk5dUMGgAnB1rvQV/PwXcvIFWHtNelavRT3rQVuLgouIdEIhg3tH3iPoRbzUZbT1tNB7SmPYVS8ScJefj9i58/D16lXpK+fxYDN/PixHjlDlkCXEfAjExQ0rkJP+VfpQ+Hx0HjsJjTp1U+tYCCGEEEIIIYQQQgghhBBCCCGElA0aCbqrVq0aAIDH4+Ho0aNo3bq1JoZR5sZCCCGqcib4DBgwnPMG1xkMpEUC76RkEHNsAVRuhf33QhD7JYdzkQ61rfBLLStVDZd8hxghg3tHP+DD82IC7iY3hl0Nc1GbMC8PMdNnIOPOHekr19KC/Zo1MOvdS4UjlhT07DGu7dgIQX6+1GV09A3Qe/o8VG3STK1jIYQQQgghhBBCCCGEEEIIIYQQUnZoJOguPDwcQGGgW3Z2tiaGUCbHQgghqpAnyMOFjxc459W0qIkmVk2AGwsARsC9gp//QmJ6LnbeD+WcrcXnYWHPuioaLfkeMUIG9459wIen0suxFgbcNYJ9TXNRmzA7G9GTpyDzyROp/Xg6OnDY9C9MOndW5ZBZGIaBt+d5PDx2SOZyxhaWcJu3FNZVqqltLIQQQgghhBBCCCGEEEIIIYQQQsoejZWX5fF4mtq0hLI0FkIIKambETeRmpvKOW9w7cHg5aQBrw9zd7asBtTpiY3nA5CVxx2UN/ynyqhhbaKi0ZLvDSNkcP/YB7x/IiPgTpePXn82gn1NC1GbICMDURMnItv7tdR+PD09OG7fDuN2bVU65qKEAgHuHtoD/1syStsCsKpcBW7zlsKkQkW1jYUQQgghhBBCCCGEEEIIIYQQQkjZpLGgO0IIIepxOug0Z7uhtiF6VusJPN8N5Gdyd249GRGpOTjrE80521RfG9M611LVUMl3hhEyuH8iCIGyAu50+Oj1Z2M41CoScJeWhsjxE5Dz5o3UfnxDQzju3gWjli1VOuai8nKycWXLOnzyeSVzOadGzug9fT70DA3VNhZCCCGEEEIIIYQQQgghhBBCCCFll8aD7ijLHCGEqE7Q5yD4JvpyzutdvTeMeNrAiz3cnQ0rAk2GYselYAiEDOcif3WqCQsjXVUNl3xHGIbBg5PBCHwUK3UZbR0+ev7ZCA61/xdwV5CSgsjfxyA3KEhqP76pKSrv3QODJk1UOWSWjNTPuLB2GRLDuMsqf9OgQxd0HvsntLQ1fghFCCGEEEIIIYQQQgghhBBCCCFEQzR6x5hhGHTu3FmTQwCPxwPDMBT8Rwj5LkjLcgcAg2oPAt6cAjISuBdoOR5R6QzO+8RwznaqYIiRrauoYJTke8MwDB6f/oiAh9yfHQDQ0uGjx5+N4FjHUtSWn5CASPfRyAsLk97PwgKVDx6Aft26Kh1zUSnRkTi3egnSk5NkLtdm0Aj85PYbHTMQQgghhBBCCCGEEEIIIYQQQsgPTqNBd98C3jQ9BkII+R5k5GXA65MX57ym1k1R06w68HQod2dtA6DFWOy4HoICKVnupnSsCV1tvqqGS74jLz3D8OYed0lioDDgruekRqhUJOAuLzoake6jkR8tvZ+2lRUqexyCXvXqKh1vUbHBH3Bh7TLkZKRLXYavpY1uf0xF3XYd1DYOQgghhBBCCCGEEEIIIYQQQggh5YfGM91pWlkYAyGEqILXJy9kFWRxzhtUexDw8QaQHMzd2Xk4onINcPY1dwBUZUtD9G1ir6qhku+Iz80IeF8NlzpfS5uPHn80RKW6/wu4y/0Uhsjff0dBfLzUfjr29qjscQi6lSurcrgsYX6vcfnfVSjIzZW6jJ6REfrMXIhK9RupbRyEEEIIIYQQQgghhBBCCCGEEELKF40E3f3yyy9lMsOchYWFpodACCFKYRgGp4JOcc6z1LdEZ6fOwOE+3J15fKD1n9h5P1RqlrvJHWpAW4uy3BG2dw9j8Ox8qNT53wLuKterIGrLCQpC5O9jIEhJkdpP18kJlQ8dhI69+gI93z++j+s7N0EoEEhdxtTKBv3mLUUFx0pqGwchhBBCCCGEEEIIIYQQQgghhJDyRyNBd/fv39fEZgkh5Lvlk+iDkLQQznn9avaDbtwbIPIpd+e6rojh2+Ls63ucsytZGsCtqYOqhkq+E8Ev4/HgRJDU+XwtHrpNaIDK9f8XcJf99i0ix46D8MsXqf30atZE5YMHoG1lpdLxFuVz7TLueeyVuYxNtZpwm7sYRuYUkE8IIYQQQgghhBBCCCGEEEIIIYRNo+VlCSGEqIa0LHc88DCg1gDgyjzpndv8hV33Q5Av4M5y92f7GtChLHekiE9+Sbjt8R6QUqGdxwO6jqmPKg0ritqyXr9G1PgJEGZmSl2vfv36qLR/H7TVlHmWYRg8OXUULy5wf1++qercHL2nzYOOvr5axkEIIYQQQgghhBBCCCGEEEIIIaR8oygKQggp55Kzk3Er4hbnvF8cf4FDbg7w3pO7s1NbxBnXw+lX0ZyzHcwN0K+po6qGSr4DUR8+48b+d2CklCIGgA4j6qJ6U2vRdObTp4gcM1ZmwJ2BszMqexxSW8CdUCjArX3biw24q9euA/rMWkQBd4QUo3379uDxeFL/ValSRdNDJD+IKlWqyPwstm/fXtNDJADGjRsnek8GDhyo6eGgW7duovHMmDFD08MhpNx7/Pix6DtlbGyMhIQEjY7n2bNnovGYmJggNjZWo+MhpYuOU8uPpUuXynyveDwewsPDNT1MtfDw8Cj2b5dVLSg8PLzY/kuXLi21v4f8uO7fv1/sZ9HDw0PTw/yhlHT/omnHjh0TjbNSpUrIycnR6HjWrFkjGk+LFi3AMNKviRNCCCHkx0SZ7gghpJy7GHIRBcICznm/1f4NeLYDUlOStfkLu+6HIk8g5Jz9Z4ca0NWm+GxSKP7TF1zd9RbCAukXF9oNqom6P9uJptPv3kPMtGlg8vKk9jFs1QqVdmwH38hIpeP9piAvD1e3bcDHl1JKLP+/Zj37wGX4GPD49JknZQ/DMAgPD8fbt28RHR2NtLQ06OnpwcLCAjVr1kSLFi2g/50FizIMg6CgILx//x7R0dHIyMgAj8eDhYUFLC0t0aBBA9SpUwc8Hk/TQy0XUlJS8PjxY8TFxeHz58/Q09ODk5MTfvrpJ1SqVEkt2xQKhXj37h3ev3+P2NhYZGZmQldXF5aWlqhevTqaN28OExMTtWxbWZGRkQgJCUFkZCQ+f/6MrKwsGBgYwMzMDDVq1ECzZs3K3JgVUVBQAD8/PwQFBSE+Ph7Z2dnQ09ODlZUVatasiWbNmql8X+Lt7Y2DBw8CALS1tbFy5UqVrl8Zq1atws2bN8EwDLZv344JEyagdu3amh5WuRMTE4O3b98iPDwcaWlp0NLSgoWFBapUqYKffvqpXH9XSkqTr01ERAT8/f0RERGB9PR08Hg8mJmZoUqVKnB2doadnV3xK1GAUCjElClTRNMzZsyAjY2NSrehqNatW8PV1RWXL19GRkYG5s2bhyNHjmh0TIQoKykpCW/fvkVoaChSU1PBMAwsLCzg6OiIVq1awdLSUm3bjo+Ph6+vL8LCwvDlyxcwDAMTExNUrlwZjRs3LnMBjPn5+QgKCkJAQAASEhKQnp4OY2NjVKhQAY0aNUKDBg3AV+H5vru7Ow4fPgwXF5cyHcBSEtnZ2fD19UVoaCiSkpJEx8b6+vqwsbGBs7PzD/17r6h3797B398fSUlJyMzMhLm5OerUqYOff/4ZBgYGatlmRkYGvL29ERoaipSUFOTl5cHQ0BAODg6oU6cOGjZsqNLvRUnl5eXhw4cPCA8PR0xMDNLT05Gfnw9TU1PRd7lu3brQ0tLS9FCVlpqaCm9vb3z69AlpaWkoKCiAsbExHB0dUb9+fdSpU0fTQ2QRCoUICQnB27dvERcXh69fv8LAwACWlpaoW7cunJ2doaOjo5JtZWRkYM6cOaLpZcuWafxa119//YWtW7ciLi4O3t7eOHToEH7//XeNjokQQgghZQsF3RFCSDkmEApwJugM5zwHYwe0Ma8N+B3j7mxVB/HW7XDy8APO2fZm+hjQjLLckULJ0enw2u6PglyB1GV+cq2GRh3+F7jx9do1xMyeAxRwB4UCgLGLCxy2bAZfTRdQcrOycGn9P4gKfCtzuXZD3dHCtT8F75AyJTU1FRcvXsT169dx9+5dJCcnS11WR0cHPXv2xLRp0+Di4lKKo1S9J0+e4MCBA7h8+TJSUlJkLmtmZoYOHTpgxIgR6NWrF3R1dVUyhiFDhuDkyZOsNicnJ7kzbXh4eGD06NGi6ZLciCvpuq5du4YVK1bg+fPnEAq5g+xbtWqFhQsXolevXkqNUZyPjw927tyJ8+fPIzU1VepyWlpaaNeuHdzd3TFs2DBoa5f+6WlAQABOnz6NR48ewcfHB1++fJG5PI/HQ8eOHTFx4kS4ubkptK0qVaogIiJC5jJ8Ph9mZmawsLBA3bp10aJFCwwcOBD16tVTaFvi7t+/jz179sDT0xOZMjLP6unpoXPnzhgzZgz69u2rkt/FadOmiT57I0eORK1atUq8zpJq2rQp+vXrh3PnziE/Px8zZ86El5eXpodV5mVmZsLLywvXrl3DnTt3EB3NnS0bKPx+u7i4YOrUqXB1dVX72MLDw1G1alVWm7JZKJRZl6Zfm7i4OOzYsQMnTpzAp0+fZC5br149DB8+HBMnToSFCrJMHzhwAH5+fgAAc3NzzJo1q8TrVIUVK1bA09MTDMPg6NGjmDJlClq0aKHpYZFyQvz3LywsTOkAM0XXlZeXhxs3buDKlSu4c+cOQkJCZK67RYsWmDJlCgYPHqySY6m0tDTs3r0bx44dw7t372QuW7VqVQwePBiTJ0+Gvb19ibetjLCwMJw9exa3bt3C48ePkZ2dLXVZMzMzDB8+HFOnTkXNmjVLcZTlS05ODo4ePYoTJ07g0aNHyM/Pl7l8tWrV0LdvX4waNQqNGjVSyRji4+NRr149iXOJJUuWyJ3Br3379njw4H/XPA8dOgR3d3elxlOSdWVkZGDLli3YuXOn1MyrBgYGGDx4MJYuXYrKlSsrNcaiCgoKcOLECRw6dAiPHj1CgYzrchYWFnBzc8OkSZPQrFmzEm9bGWfPnsXt27fx5MkTfPjwQeZ4gcLv8pAhQzB16lSFAtTu37+PDh06FLucnp4ezM3NYW1tjaZNm6JNmzYYNGgQTE1N5d6WuOzsbBw8eBBHjhzBq1evZB5b2traYuDAgZg8ebLGzp3i4+Nx7tw53Lx5E/fv38fXr1+lLmtgYIABAwZg+vTpcHZ2LtF2V69eLfqe1KxZE6NGjSrR+lTB0NAQCxYsED1ksmDBAgwaNAhGanp4nBBCCCHlEENIGffu3TsGhWm6GADMu3fvND0kwuHLly/MxYsXRf++fPmi6SH9EO5H3mcaeDTg/Lf/zX6GubuKYZaYcv/z+Y9Zcukd4zTXi/PfkWfhmv7zSBnxOS6DOTDrIbN9wh2p/56c+8gIhUJRn9Rz55nAuvWYwNp1pP6L+msqI8zNVdu4M1I/M0fm/MVs+K2n1H8bB/Vm3ty5obYxFJWfn88EBgay/uXn55d4vQUFBUxqaqroX0FBgQpGSzRt0qRJjK6uLusYSN5/I0eOVPvvsIuLC2ubt27dYv17/Pixwut89+4d0759e6X+ZgCMjY0Ns3v37hJ/By5fvsy5ficnJ7nXcejQIVZfFxcXpcej7LrS09MZNzc3hV7DESNGMNnZ2UqPNT4+nhk0aJBS71/16tWZmzdvKrzNx48fS3z+FHm9Fi5cqPRnrn379szbt2/l3v86OTkpva1OnToxwcHBCr8+Hz9+ZDp37qzUNps2bcp4e3srvM2irly5Ilofj8djPnz4UKL1qdLLly9Zf++zZ880PaQybdWqVYyRkZFSn6Vu3boxcXFxah1fWFiYxHZLa12afG1yc3OZxYsXM/r6+gpv29TUlNmyZQsjEAiU3n5OTg5TqVIl0Trnz5+v9LoUIe/xb48ePURj+/XXX0tlbETzVHGcKv59CQsLU3o8iqzr0KFDjIWFhVL7kxYtWih1rPCNQCBgtm3bxpiZmSm8bT09Pebvv/9mcnJyFNpmaGioxPvTtWtXuV6vnJwc5qefflLqtdLV1WXWr1/PuoahjFGjRjGAcsf64sf4s2fPlngtPn/+LLW/+G9V165dJfqHhoYqNS4bGxulXtdvr0VJjx8ZhmH69evHuf4lS5bIvQ7xfcGhQ4eUHo+y63r58iVjb28v9+tnZGTEnDp1SulxMgzD3Lp1i6lRo4ZS79/AgQMVPi75/PmzxGdv9uzZCr1eDg4OSo1XR0eHWbJkidzf5Xv37in92TYyMmLmzZvH5CpxHfPEiROMra2twtvU0tJi/vjjD4Wv78TGxkq8JyNGjGCt+969e1L7u7q6Mnw+X+Hx8vl8ZtasWUq9RgzDMImJiaxj6j179ii1HnXIyspiKlasKBrb6tWrNTIOugZMCCGaQftf1VLXvVJNxhRRpjtCCCnHTgWd4mzX4evAzakbcLUtd0djWyQ49cbxc9zlNu3M9PFbc8pyR4CvKdm4vMUP2enSn2yu/4sDWrtVFz3B//n4cSQs/0fmes36uMJu5Urw1JTVKC0hHudW/o20hDipy2jp6KDn1Dmo2aK1WsZASEm8ePECeRxlmbW0tGBnZwcbGxvk5+cjIiJCIjPXkSNH8OHDB9y5cwfGxsalMt7OnTuXqP/+/fsxefJk5ObmSszj8XiwtLSElZUVTExMkJCQgISEBIllExISMHHiRNy+fRtnznBngS3Oly9f8McffyjVtyzJzMyEi4sLfHx8JOY5OTnB2toaaWlpCA0NZWW/+++///D582dcunRJ4XI9z58/h5ubG+Lj4yXmaWtrw8bGBnZ2dvj69StiY2ORkZHBWiY0NBS//vor/v77byxbtkzu7bZp00ahccqDx+PBwcEBFSpUgL6+PtLT0/Hp0yfk5OSwlrt//z569eoFT09PtZXo/ebOnTto0qQJzp49i+7du8vV5/Llyxg+fDjS09Ml5unq6sLW1hY2Njb4/PkzYmNjJTLD+Pj4oHXr1ti+fTvGjx+v1LgXL14s+r+rq2uZKuHaokULtG/fXpQ5cvHixbh586ZmB1WGvX79mjNLIo/HE32WeDweoqKiJDKzXr9+HW3btsWjR49UXtq0LNDUaxMfH4++ffvixYsXnNuuWLEiHBwcUFBQgNjYWHz+/Jm1zNevXzF16lTcvHkTJ06cUKo84N69exEVFQWgMCvM1KlTFV6HOs2ZMwdXr14FANy4cQNPnjxRy+8GKdtKepxamt69eyc1S7C1tTVsbGygq6uL2NhYxMWxz3VfvXqFn3/+GQ8fPkTdunUV2m56ejqGDh0qNeurhYUF7O3toaOjg9jYWCQlJbGyNOXm5uKff/7BzZs3cfHiRdja2sq13WrVqqFatWqstqNHj8rVNz8/n3P/BwD6+vqws7NDxYoVkZmZiZCQENa5VV5eHmbPno2wsDDs2LFD5naSkpJgZWUl15hK0r9evXol+qza2dmVqH96ejpGjhyJixcvcs7X1dWFlZUVrK2tIRAIRL8r4pm0Hzx4gBYtWuDSpUvo3bu3UmM5e/Yszp8/r1TfsuTevXvo0aOHxDmEnp4eqlevDgMDA0RHRyMhIUE0LzMzE0OGDIFAIMCQIUMU3uaSJUvwzz//cGZRMzIygr29PczMzBAfH4/4+HiJjHJnzpzBw4cPceHCBbRuLd+1MgsLC4nPnqyMv/LS19dH5cqVYWZmBqFQiOTkZERGRrL+tvz8fCxbtgxRUVE4cOBAibcpS2ZmJtasWYMbN27gzp07cmULzs/Px6RJk7B//37O+WZmZrCzs4ORkRFiY2ORmJgIgeB/FUYEAgF27dqF27dvw9PTU+5zKTs7O4njysePH8vVFyisPsCVJV9HRwf29vawsrJCTk4OPn36hKysLNF8oVCIDRs2IDg4GOfOnVM4++qaNWtEx9Q2NjZlIsvdNwYGBpg8ebIo0+b69evx559/UnltQgghhAAA+JoeACGEEOVEp0fjcQz3CXPXKl1h+eEqkP2Zcz5aTcTuJ9HIK+AuM/dH++rQ01bsZjv5/mR+ycXlzX7ISJUMgvmmVksbuAyuJQq4SzlwoNiAO/PBg2C3erXaAu6SIsJwcvFsmQF3ugaG6L9gOQXckXLB3NwckyZNwpUrV5CamoqoqCh4e3vD398fKSkpuHfvHtq1a8fq8/LlS6VL55S2NWvWYNy4cRJBdB07dsShQ4cQFxeH5ORkvH//Hi9fvkRERARycnLw+vVrLFmyROLCc1JSktJjmT17NmJiYgCgXJcKGTt2rETA3ejRoxEaGorw8HC8fPkSwcHBiI+Px99//80qy3vlyhUsX75coe09fvwYnTt3lgi4a9u2LY4dO4bU1FRER0fj1atXCAoKQnp6Ol68eIGpU6eyts0wDJYvX45p06Yp/keXgJ6eHnr06IENGzbgxYsXyMjIQFRUFPz8/PD8+XMEBAQgPT1ddOOsqIiICKUDNTds2IBbt26x/l2/fh3Hjh3DzJkz4eDgwFo+KysLAwcOxJs3b4pd95kzZ9CvXz+JgLtevXrh4sWL+Pr1KyIiIvDy5UuEhIQgIyMDd+/ehbu7O/j8/10myM/Px4QJE7B582aF/77bt2/j9evXoumyGNA6ceJE0f9v3bolKpFJZDMwMMDIkSNx7tw5JCUlITY2Fr6+vvDx8UFiYiJevXolUTY1NDQUffr0kVrm+ntRWq9NQkICXFxcJAJOqlSpgk2bNiE6OhqJiYnw9fXF27dvkZKSgk+fPmH16tWwsbFh9bly5Qq6d+8us/Q0F4FAgI0bN4qm3dzcJNataS4uLqzgo/Xr12twNIQoRkdHB25ubjh27BhiYmKQkJCAN2/ewNvbG7GxsXj//j1Gjx7N6pOcnIxu3bqxgiCKk5mZiW7dukkE3FlZWWHlypUICQnB58+f8e7dO/j6+iIhIQGxsbHYunUratSowerz4sULtG/fnhVEVFqqVq2KpUuX4smTJ/j69Ss+ffqEly9fIiAgAGlpafjvv//g5OTE6rNz505s375d6jrz8/PRunVrDBw4kPPBElm+PcxTu3ZtpKSkKPU3lZYvX76gS5cuEgF3+vr6mDx5Mm7duoX09HRER0fDx8cHPj4++PjxI6KionDs2DH8/vvvrHMnhmGU/ptTU1MxefJk0XR5PSeLjo7GoEGDWAF3lpaW2L17N5KTkxEQEABvb2/Ex8fj1atX6NSpk2g5oVCIMWPGIDAwUKFtTp06FcuXL2cFpeno6ODPP//E06dPkZ6ejuDgYLx69QpRUVFIS0vDyZMn0b59e9Z6EhIS0KVLF4WCtFTB3t4e48aNw3///YeQkBBkZmYiKCgIL1++hLe3N8LDw5GSkoK9e/fC0ZH9oPjBgwdx6NAhhbdpY2MjcT5269YtXL58Gbt27cJvv/0GHR0dVh9fX1/07du32OM2gUCAwYMHSwTcGRkZYd68efD390daWhrev38v2q8nJSXhwIEDEiVaP378CBcXF3z48EHhv7GkbGxsMHv2bNy5cwdfv35FeHg4Xr16hbdv3yItLQ2XL19Gw4YNWX0uX76MefPmKbSdtLQ07N27VzQ9evRo6OnpqeRvUJVx48aJHk78/Pmz2gM9CSGEEFKOlFpOPUKUROVlywcqL1v6/vX+V2ppWd84b4bZ3Ji7rOxKeyYxMZ6ptfAqZ1nZlitvMdl5lBr3R5edkcccX/ZcZknZKzv9mYKCwnJUQqGQSdy6TWY52cDadZj41WtKXMJFlqjAt8w2999klpTdOW4YkxCmeJmVkqLyskQRzZo1Y6pUqcLs37+fycrKKnb5goICZvz48RLlPe7evauW8YmX11HWpUuXJMbs6OjIXLlyRe51FBQUMPv37xeVpFG2lOu9e/cYHo8nKouybt061rjKS3nZu3fvSrymGzdulNnn2rVrjI6Ojmh5fX19JioqSq7xxcfHM9bW1qzt6enpMXv27JFrfx8QEMA4OztLjNnDw0Ou7XNR5PUKDQ1lvn79qtD6ly1bJjHe06dPK1xeVlZJH4YpLBs5depUiW117txZZr+AgADGwMCA1cfS0pI5f/68XH/fkydPmKpVq0qUClJ0f9KrVy/W96ckJSzVJTc3l6lQoYJonO7u7poekoh42bjiPi/q1r9/f8bKyorZuHEjk5aWJlefFStWSHx+Dx48qJbxabK8bGm/NgKBgOnQoYNE/z///JPJyMgotn9KSgozePBgif6Kfv7Pnj3L6n/nzh2F+peEIse/GzZsYO3LPn36VGrjJJqhiuNU8e9HaZWXnTlzJmNiYsL8/fffTHx8vFzrP3LkiOgY9tu/xYsXyz2+kSNHSoxxwIABTFJSUrF9s7KymGnTpkn079ixo9Ln/d9Kthb3eqWnpzMAmDZt2jA3btyQa3ufP39mWrRowVq/ubk5k5KSwrn8rl27WMvt27ePtR1p5WUvXLjAKik6a9YsiXWLH+MrWvpU/Ldq1KhRCvUviquUa58+fZjIyEjO5bn2wXFxcczEiRMZbW1tpf6eb4q+/87Ozszw4cNZ4yov5WXFv1fW1tbM+/fvpS4vEAgkPvs9e/aUe3wHDx6UeA8bNmzI+Pv7y91f/PzB2tqaSUhIkHsMRSn6+fb391don/H582emadOmrG3Y2dkVe74hXl5WnnP8jx8/Mg0bNpR4fY8ePSqz3+LFiyX6uLi4MOHh4cVus6CggFm9erVEide6devKdX2Iy5IlS+Q+t6hQoQLToEED5syZM3Jdt8zOzmad+wGFpX+DgoLkHl/R4zUej8eEhITI3bc0Ff07q1evXurnuHQNmBBCNIP2v6r1PZaXpUx3hBBSDuUJ8nDh4wXOebUsaqFxciSQGsbduZk79rxIQa60LHcu1aGvQ1nufmR5OQXw3OaPz7HSs1041rFA17H1oaXFB8MwSPp3E5KLKctScdIkWM+dI8qKp2qhr1/g3MrFyM2SPm4zG1sMWb4e1lWqSV2GkLJg2bJlCAoKwpgxY2BgYFDs8lpaWti5cyeaN2/OapdWxqQsiIyMlMjOUbNmTTx58kQim5gsWlpaokwAvXr1Umos2dnZGDt2rCgrwJQpU9CiRQul1qVpa9asYU336dMHM2bMkNmnW7dumD9/vmg6JydH7hKvo0ePRmJiomhaR0cHZ8+exfjx4+Xa39erVw937txBo0aNWO1TpkzBp0+f5BpDSVSrVk3hkjCLFy+WKLd0+fJlVQ4LQGEZr82bN2PYsGGs9tu3b+Pdu3ecffLy8jB06FBWqVhTU1Ncv34dbm5ucm33559/xr1791gZJIRCIUaOHCm15J24iIgIUUlHABg2bBgrg15Zoauri0GDBommT5w4gbS0NM0NqAybMGECPn36hBkzZsDMzEyuPgsXLpT43JXl3yVllfZrs379ety7d4/VNm/ePGzfvl2ujECWlpY4fvw4Ro4cyWr38PDA2bNn5RoDUJgh6hsHBwd06NBB7r6lqej+RygUYs+ePRoeESHS9e3bF58+fcLy5cvlzhw5YsQIiSzB8mbfOX36NI4cOcJqGzZsGE6dOoWKFSsW29/AwACbNm3CokWLWO13797Fhg0b5BqDsnR1deHl5YXHjx+ja9euch13WlhY4OLFi6x9ZVpaGs6dO8e5/KhRo7B8+XIYGRkhLS0N48aNQ8eOHfHx40fO5ePi4tC/f3+4ubkhNjYWOjo6+Ouvv7BgwQLl/shSsH37dolSrhMnTsT58+dRqVIluddja2uLXbt24cGDB3KXFxZ38+ZNHD58GEDhOd6+fftEWaXKk6ioKBw/fpzVtmfPHtSpU0dqHz6fj927d6NWrVqititXruDJkyfFbi80NBR//fUXq61Bgwa4d++exDmWNKNHj8a5c+dYWcgTExPx+++/y9W/pBo1aqTQtUILCwscPXqU1ScuLk6u10tRNWrUwI0bNyTKRG/atElqn6dPn2LlypWstg4dOuD69esSGTe5aGlpYd68eRLHLO/fv8esWbMUGL1yDhw4AH9/fwwYMECuErH6+vo4efIk6/wxPz9f9H2Wx65du0T/b926NapXr67YoEtJ0ePn0NBQ3Lx5U4OjIYQQQkhZUfauehNCCCnW7YjbSM3lvuk5qPYg8J5t4+7I10ZKgzE4+iKCc7a1iR4Gt6ysqmGScqggT4CrO98gMfyr1GVsq5mi+8SG0NbREgXcpezbJ3O91rNmwuqvKWoLuHt3/zYubViJgvw8qctYOVXFkOXrYW5rp5YxEKJKPXv2ZF3wloeWlhbmzJnDartx44Yqh6VS06ZNw+fP/yuDbmRkhOvXr6NyZeV+h0xNTXHp0iWlSpP+/fffCA0NBQBUrlwZK1asUGoMmvatRGhRCxculKvv9OnTYWhoKJo+duxYsaXJTp06hWvXrrHa1q1bp3Dwo4WFBa5evQpTU1NRW3p6Oqu0VFkjHggXFBSktm2tWbNGImBN2sX9TZs2wd/fn9V2+PBhhYNInZyc4OnpybrRGR0dLffn6fjx46ySS/369VNo+6WpaOBTbm6uQkFHP5IuXbrA2NhY4X5FA3oB4Pnz5/j6VfpxZnlUmq9NVFQUFi9ezGrr27cvVq9erdC2eTweDh48iJYtW7La//jjD7nKUsbExOD+/fuiaTc3N7Ud55eUra0tK1D6+PHjrNJ75UleXh7Onz8PV1dXtX6PoqOjMWDAAHh5eaGgoEBt2yGS2rZtK1ewm7i5c+eyvoMxMTFSA/S/ycrKwqRJk1htzZo1g4eHh8KB8v/88w/69+/Palu0aBGio6MVWo8idHV10bNnT4X72dvbY9SoUaw2aedMBgYG+PvvvxEcHIxRo0aBx+Ph/v37aNSoEVatWoX8/HwAAMMw2Lt3L+rWrSsKYOvZsyfevn2LLVu2wMLCQuFxloaEhATMnj2b1da9e3fs2rVL6Yclfv75Z3h7e6NevXoK9cvMzMT48eNF03/99ReaNWum1Bg07cqVK6x9Z/369dG3b99i++nr60sEVBUttynN5MmTkZGRIZo2NjbG1atXUaFCBfkHjcL3vmjZeKDwbzl9+rRC6yktdevWlfiMvH//Xi3bsrOzk7jO4OPjw1lGmWEYjBs3DgKBQNRWqVIlXLp0Cfr6+gptd+zYsZg5cyarbefOnXj58qVC61FUnz59FN4HGBkZSQR/yns96tmzZ6LrMUDZPnfs3r07q+zt0aNHNTgaQgghhJQVFHRHCCHl0OVQ7mwqRjpG6KVdAYh5zd2xQX/s8c9FTj53lruJlOXuhyYoEOL6vneICU6TukwFR2P0mtwYuvrahQF3mzYXG3Bns2gRKowdq+LR/s+ry+dwY9dmMELuzzUAONZtgEFL18DIvGxe7CZEVdq1a8eaTklJkevmeWkLDg7GpUuXWG2rV69GtWoly0LJ5/PluqFR1KtXr7B582bR9I4dO5QKnigLnjx5wrrBY2dnJ3ewlbm5Oevzk52dLRFQJ+7ff/9lTTdt2hRTpkxRYMT/4+DggOXLl7Parl+/rrYbJyUl/uR90QBSVXN0dETjxo1ZbW/fvpVYLj8/H9u2sR+8cHV1Vfg78U2TJk0k3s/Dhw/L9bcWze7h4OBQ4pumeXl5ePDgATw8PLBu3Tps3LgR//33H54/f84K7lNG+/btWdnJxDOTkJJp3rw5K2OrUChUaxBGeaLMa7N9+3bk5f3vIRNjY2Ns3bpVqe1raWlh165drODa5ORkiaxXXE6ePMn67vXp00epMQCF2VV9fHxw7NgxbN68GStXrsTWrVtx7NgxvHnzpsTfcfHxRUVF4dGjRyVeZ2l6/fo1pkyZAnt7e/Tv3x+enp4qeV2kKSgowLlz59C7d284Ojpi5syZnL87pOywsbFhZcgCCrNKy3L48GFWwMi3TFvyZDXismXLFtYxdF5eHrZv367UutRN/JypuNfK3t4eHh4eePXqFdq2bYucnBwsXLgQJ06cAAA8evQIEyZMwJcvX1C/fn3cvHkTXl5eqF27ttr+BlXYtm0bcnJyRNOmpqZyBXkVx8HBQSKouzjz589HREThA8JOTk74559/SjwOTXnw4AFrunfv3nL3FV/W09NTZvBzYGAgrl+/zmpbvny5QlkKi5o0aZLEcbv4OV9ZIn5OlpycrLZtiT9YxjAMZ3Dz9evXERgYyGrbsmWLwtnVv1m6dCkrgxxQdt8TRfet34iff5XkuPIbPz8/HD9+HJs3b8aaNWtw8OBB3Lp1i5URXhnGxsbo1KmTaPrixYtl8pobIYQQQkoXBd0RQkg5k5iViGdxzzjn9arWC4YvpF8gS20yAf89485yV9FYD0N/oix3PyqhkMFtj0BEvJV8SvMbcxtDuP7VBHqGOoUBd5u3IEXWBVk+H3YrV8Jy+DDpy5QAwzB4cPQgHh47JHO56s1bod+CZdAzLL7cFiHlHVcWhS9fvmhgJLJt2rSJdbPYxsYGEydOLPVx5OfnY8yYMaKn0AcOHKh0idqyQPyitrzlhL4RD+ySVTL12bNnEk/YL1mypEQloP78809YW1uLphmGwZYtW5RenzoVvUEJQO6SksoSD0jluqF09uxZxMTEsNpKesNy0aJFrKybWVlZxd6MjYiIYN2AKknJybCwMIwYMQIVK1ZE+/btMXr0aMydOxezZs3CyJEj0bp1a9jY2OCvv/5S+iabtrY22rZtK5p+9OjRd5eJTZN4PJ7E96Ms/i5pgqKvTVZWFvaJPewybtw4pW+sA4XB0uI3Nrds2VJsJjgvLy/R/3V1ddGmTRuFthsdHY0NGzagQ4cOMDc3R7NmzTB8+HBMnz4dixYtwtSpUzF8+HA0btwYFStWxMyZMxEbG6vQNooS3w8VHX9ZFR8fjw0bNqBhw4Zo3rw5tm/fzplRR90SEhLw77//olGjRmjWrBm2bt2q1qAGojzx8wBZ+xOuY6w+ffqgefPmSm/fwcGBlakMAPbt21cmgxEUea2KatasGR49eoRTp06hSpUqon0lwzCoWLEiduzYAX9/f3Tp0kXlY1a1rKwsVjlHoDCrlnhwT2l4+vQpduzYIZreuXOnXOXSyyrxczLxcyxZbG1tWedDqampMgPFxb/H1tbWJcoWzufzsWTJElbbixcv8Pz5c6XXqU7i52Tm5uZq2xbXA4Jcv4dFH+gDAGdnZ1ZmbUUZGxtLVDQ4d+4coqKilF6nuii7b71y5Yro/5UqVUKNGjWU2n56ejoWLVoEBwcHODs7Y9iwYZg+fTrmz5+PMWPGoGvXrrC0tISbm1ux2WBlKXpcmZmZycr+TAghhJAfEwXdEUJIOXP101UIGe6n2t0qOAPB1znnoXpH7A4yRHa+gHP2RJdqlOXuB8UwDB4c+4AQ70Spyxhb6sF1ahMYmuoWBtxt2YKUPXukr1RLC/br18G8v3pKAggFAtzYtRnenudlLtegQxe4zpgPHV09mcsR8r0QD7gBoHBZmdJw4cIF1rS7uzt0dHRKfRyrV68WZW4xNzdXOltQWSF+M97S0lKh/uKfFV9fX6nLnjt3jjVtY2ODHj16KLQ9cdra2hg+fDir7VuJrrLmxYsXrGlFbqYpQ/z7wZXxQvw9adq0qcKBl+IqVKggEYgqvh1x4mWEXFxclNr25s2bUadOHRw9ehTp6elSl0tOTsa2bdtQvXp1pT8vRcdYUFCA27dvK7UeIik/Px9JSUmstrL4u6QJir42d+/eRWpqKqtt9OjRJR6Hu7s7a/rDhw8SGVqKysjIwNOnT0XTLVq0YGXsK86bN29QuXJlzJ49G/fv30dubq7M5VNTU/Hvv/+iXr16xWZglcbZ2ZmVYUY8K1BZkZubizNnzqBnz55wdHTE7NmzOW8K83g8pUs/ykNaAL2Pjw+mTp0Ke3t79OvXD5cuXRKV1ySaJ34eIGt/EhAQgKCgIFabOvYnnz9/xr1790q8XlVT5LXiwufzOUtqq/N7qWoPHjyQyF48Vo0VCqTJzc3F2LFjRQ9kDRo0qMTnFJpWmudk4se+w4cPL/F5dffu3WFjY8NqK+74XxMYhsGrV69YbeosScz1uoqfk339+lXiPEIV+9ahQ4eyHoQqKCiQ+YCcpiizbw0ODkZYWJho+pdfflFq2w8ePECNGjWwcuVKmQ9q5OTk4OLFi2jSpAkWLlyo1LbEz2/L6nElIYQQQkpP+TkTJIQQAgDw/OTJ2V7NrBrqBVzhnAcAX5tOkpHlThfDfnJSyfhI+cIwDJ6cDUHgkzipyxia6qLPNGeYWOoXBtxt3YqU3bID7hw2rIdZz55qGDGQn5uDSxtWIODBHZnLtewzAF0n/AV+CbIuEVLeiD8F7+TkxLo4WxYEBwcjISGB1aaK8iGKCgwMxMqVK0XTa9euha2tbamPQ5XEb/R9y+AnL/Eb58HBwVLX8fjxY9a0q6ur0uXIiurfvz9rOikpCcHBwSVeryolJiZKZHsbMmSIWrcpfuOA6wbGkydPWNPir6WyxNfj5+cnM2uN+H5Imaw5f//9N6ZPn84qowkUBsc2btwYDRo0kCgD/fXrV/z22284dEh2Blwu4jfoHj58qPA6CLenT5+y9iN6enqoXJmyawOKvzbi+92aNWuiYcOGJR5H9+7dJYLmxPcnRb148YL13VT0O56XlyeRSU9XVxfVq1eHs7MzWrZsiZo1a0r8pnz58gW9evVSKoBHS0sLTZo0EU2/ffsWaWlpCq9HXV6+fIlJkybBzs4Ov/32G65evcr5+1unTh2sXLkS4eHhMDU1Vdt4KlWqhJCQECxevJgzs09+fj4uXLiAvn37wsHBAdOmTYOfn5/axkOKFxYWJlGeumbNmlKXF9+fGBgYoHv37iUeR8OGDSW2K2t/oinixyripXml8fHxgYuLCwYOHIiwsDBR4B2Px0NycjL++OMPODs7l4vgfa7XoG7duqU+jn/++Qfv378HUJglq6xmuVaEqs/Jvr0+4j58+CCRaU0Vx//a2tpwdXVltZXF7/HBgwdZ50h16tRRuKyxIrgCucTPyZ4+fSpR/l0V70mFChUkAr3K4nuizL5VFeeOV65cQbdu3ZCYyH6YXF9fH3Xq1EHTpk1hZWXFmicQCLBq1SqMGTNG4e01btyYdZxK546EEEIIoaA7QggpR4I+ByE4lfvGc2/H9uC9PcPd0bYhdkc6IiuP+0LP+F+qwUCXApN+RK+uhMP/jvSSBHpG2nCd2gTm1ob/C7jbtVv6CrW04LB+HUxVcMGeS05GBs6tWoxPPq9kLucyYgzaDXXnfPqckO/ZwYMHWdNlMUuA+EVVbW1t1o3w0iAUCjFmzBhR0EC7du0wbty4Uh2DOohnURC/6Fwc8eVzc3NZT51/k52dDR8fH1abqrIKNGnSRCLDTlm6ofDhwwd06dKFlRlkyJAhaNGihdq2mZWVJZHFoWrVqqzp0NBQxMfHs9pU9Z6Ir6egoEAi019Rr1+/Fv1fS0tL4Ru4np6eWLFiBautQYMGuH79OpKTk+Hn54e3b98iJSUFp0+fZpXWFAgEmDhxIt68eaPQNsUDl7y9vRXqT6QT/13q2LEj9PX1NTSaskXR10Z8X6iq77i2trZEtk5Z+92i33Gg8PupDBcXF2zatAnv3r1DZmYmQkJC4OPjgxcvXiA4OBjp6em4ePEi6wa6UCjE8OHDkZGRofD2ytr3PCYmBmvXrkW9evXw008/YdeuXRKZDAGgYsWKmDx5Ml68eIH3799jwYIFpRK4Wr16dSxbtgyhoaF4+PAhxo0bx1m2LykpCVu2bIGzszOaNGmCTZs2KXz8QUrOw8ODFcxat25diWOFosS/4+IBBCUhvm8qS8dxQGGQ/tmzZ1ltxZ0zxcfHY8yYMWjRogUePnwIfX19rFixQvTQRbt27bB7926YmZnh7du36NKlC/r06YOPHz+q7e8oKVUEupTUmzdvsG7dOtH0unXrJDKslUclPScTz4IrLehO/LslHmBeEuLf49evX0uUctWkw4cPY9KkSaJpPp+P7du3q/UaIFcJUfH9rPh7YmtrC3t7e5Vsv6zvWwUCAY4cOcJqk+d6VEmPK6OiojB8+HDW57NChQrYt28fkpKS8P79e7x+/RqJiYl4+vQp2rZty+p/8OBB7N4t4zo3B11dXVZAYUBAQJn6fhBCCCGk9KnmbJoQQkipuBzKnTqeBx56JscBgjzO+RnN/sRhT+4sdxWMdDG8FWW5+xH53Y7EKy/JYIpvdPS00HtKE1RwMAbDMEjetk2+gDs1BflkfE7BudVLkBwZLnUZHp+Pbn9MQ71fOqplDBolKAC+SpYOhVAIftEbjwJjoByVtSlzTB0ArfJ5iHz16lWJJ2zFSzyVBR8+fGBN165dW6GydKqwdetWPH/+HEDhBdO9e/eq9QJ9amqq0hkvZJX4EyeejcbHxwdCoVDuUldcAQgJCQmoUaMGq+3Tp08SGRicnZ3lHqcshoaGqFWrFuvmkrQbTeqQkZEh+mwAhRlhMzIyEBYWhvv37+PatWusMkLdu3fHpk2b1Dqmbdu2ITs7m9XWsSP7d078ewWo7j2pVasWjIyMkJmZKWp7//49OnToILFsbm4uq1ydk5MT9PTkL/GelZUlEQDbpUsXeHp6SqxHV1cXAwcOROfOneHi4iIqFZ2Xl4dRo0bJLMUlzsrKCpaWlqJgSn9/f7n7EunevHmDY8eOsdpK83dJ2f2ueDZWdVDmtRH/nqvqO/5tXUX3fbL2u+JBrbVr11ZoW5UrV8a7d+9Qv359mcvp6+ujT58+6N27NyZMmID9+/cDKMw0c/ToUQwbNkyh7dapU4c17e/vj86dOyu0jpL6VtLMw8MDt27dksiG842enh569eqFkSNHonv37iUuFVhS7dq1Q7t27bB161ZcvnwZR44cwY0bNyTK6vn7+2PGjBmYM2cOunfvDnd3d/Tq1avMZV1WxpMnTxASEqLpYXCKi4vD5s2bWW2a3p+cPHlSNF2ax3HyWLFiBStwt2LFiujVqxfnsrm5ufj333+xevVqUal7FxcX7N27F7Vq1RK9zjweDxMmTICrqyv+/PNPXLhwAZcvX8a1a9cwZcoULF68GGZmZmr/2xShzs+APAQCAX7//XfROcUvv/yiVMYpRQQGBip9bMAVFC1NtWrVWAFRr169wqhRo+Tq+/HjR3z58oXVJu24RPw9rFWrFgwNDeUepyzin4e8vDx8+vQJ9erVU8n6ixMcHIzIyEjRdH5+PlJTU/Hu3TtcunSJdY787Xy+U6dOahtPfn6+xDlf5cqVUb16dVabuvetRUVGRiIrK0tl73lJ7dmzB58+fRJN6+joYOjQocX2K+lx5aRJk1jZiytVqoRHjx7ByUnyXkfr1q3x4MEDuLu747///hO1z5w5E66urgoFSNapU0f0OSwoKEBAQIBayxsTQgghpGwrn3cUCSHkB1QgLMCVT9zlY1taN4Wd70nOeTCrhL3JjZCZF845e9wv1WCoSz8HP5rAx7F4clb6TQMtHT56TmoEmyqFZYuSt21H8s5d0lfI56s14C41LgZnVy7G1yTpN0G1dfXQe/o8VGuqvmxDGvU1BtjSSKJZC4D6ikv9gKa+ASzKXyDy58+fMWHCBFZb37591VpeRVlFM4QBgLW1daluPywsDIsWLRJNz58/X+JGvKq9efMGXbp0Ues2AKBVq1bQ0dER3bz6+vUrrl69KvVGYlHh4eGsgItvuLIJib+HAGBnZ6fEiLnZ2tqybtBybU9dQkJC5Hqvqlatinnz5mHgwIFqDdj09PTE33//LbFt8Sf0xV8jLS0tlX23eDwerK2tWVkPpb0nkZGRrCASR0dHhbZ19OhR1o1Fe3t7nD17VmbgnoWFBS5fvox69eqJghP9/Pxw584dhW6+2dvbi/6ujIwMpKSkcJbxJfLJzc2Fu7s7q6Ra06ZNMWDAgFIbQ2nsd5Wh7GsjXg5V1fvdomTtd8UzoCr6Pbe2tlZo/8Tn87Fjxw7cu3cPoaGhAAqzeikadCd+IzU8PFyh/iXx7NkzeHh44NSpUxLBFEX9/PPPGDlyJAYNGsSZVU7T9PX18dtvv+G3335DYmIiTpw4gSNHjkhkvy0oKICnpyc8PT1RoUIFDBkyBO7u7uX6ZvTw4cM1PQRODMNg7Nix+Pr1q6jNwcEBf/75p8x+4t9xde5PFAlWUrenT5/i33//ZbUtWrRIatDKwYMHsWDBAgCFJe7XrVuHsWPHSj32s7Ozw/nz53HhwgVMnjwZsbGx+Pfff8Hn87F+/XrV/jElJP6bUtrnZBs3bhRluNLT01P7Q1AAsH79+lJ5H9q1a8cK6Dl37hw2bdokVwD1iRMnJNqkZXctze8x1/bUaefOncWWGubxeOjWrRtWr14tkbFXlfLz8zF27FjRAz7fjBw5UmJZTbwnZSHoLjQ0FPPmzWO1/fnnn3IdIxY9ruTz+Qq9ZkFBQbhy5X/3Svh8Ps6ePcsZcFc9XBObAAEAAElEQVR0mYMHD4qypwOFD37t2rUL//zzj9zb5jquLM/HOYQQQggpGUqDQggh5cTzuOdIyUnhnNebZwrkcl+8z242HgefR3POszDUwQjKcvfD+eidgHvHJDPifMPn89BtfAM41LYAACRt247knTulr5DPh70aA+6SIsJwcslcmQF3ekZGGLBoxfcbcEeIDN9KrUVH/29fb2Zmhq1bt2pwVNKJX4gu7ZvK48ePF2XsqlOnjuhG2vfA0NBQIshk8eLFElnpuCxcuJAz4468QXeqzN4hvq7SvMEjj+rVq2Px4sUYOnSoym8OCgQCJCcn48aNGxg6dCj69Okj8f6tWLFC4qad+GtkaqracGx535OoKHbJekVvNH3LZPXNsmXL5PpbqlSpgqlTp7La9u7dq9C2xccq/rcQxfz111+sbIPa2trYt2+f3Jk3v2fKvDZfvnyRyCqmqf1uSb/nyviW2fIbPz8/iQygxSnt73hUVBRWrVqF2rVr4+eff8bevXs5A+6qV6+OJUuWIDQ0FE+ePMGECRPKZMCdOGtra0ydOhWvX79GQEAA5syZAwcHB4nlUlJSsH37djRv3hwNGzbEhg0bJMqhE+WtWbMGV69eZbXt3LkTRkZGMvuJf8fVuT8pKChgBQVqSmJiIgYPHswKeG7RogUmT54stc+YMWNQrVo19O/fH4GBgRg3bpxcx35ubm4IDAzEhAkTYGFhgblz56rkb1AVrt+U0tzvfPz4EUuXLhVNL1iwQOHsVmVZjx49WMfq8fHxxQaQfVuO6xxe3qA7dX6PubanaQMHDsTChQvVEnCXk5OD0NBQ7N+/H87OzhJlU62srDBz5kyJfj/ie5KVlYUBAwaIsoEChdnOly9fXmzfgoIC1jGBlZWVQqXODxw4wCqtPmTIELkePNXW1pYIwN23bx9rXcWhc0dCCCGEFKXRq52XL18W/UtJ4Q4kUZW3b9+iX79+6NevH/r376/WbRFCiDpIKy2rr6WPzoF3uDvpm2F/Zjtk5BZwzh7brhqM9CjL3Y8k/G0ybh8MBKRcR+DxgM6/10OVhhUBAEnbdyB5xw7pK+TzYb9uHcx69lTDaIG4kCCcXjYfWV/SpC5jbGGJwUvXwqF2XbWMgZCybvbs2bh27Rqrbc+ePahUqZKGRiRb0YuxAIq9KahKBw4cEJUU4vF42Lt373dR8qwo8Yv/vr6+GD16tMSNtaJWrVqF48ePc87jCmoQfw8B1b6P4uvi2p4mhYaGYvTo0ahWrRpOnTql9Ho6dOgAHo/H+qetrQ0rKyt069YNJ06ckLjwP2PGDM4yPer+Xsn7nogHlBgbG8u9jYyMDFa2JENDQwwePFju/r///jtr+tGjR3L3BSTHKisbFZFt27ZtEkGPK1asQNOmTTU0orJD2demLO13i343tLS0oK+vr7JxyFK1alXR/wsKChQuWVla3/Fjx46hS5cuqFKlChYuXIjg4GCJZczNzTF+/Hg8fvwYISEhWLp0qUSJ+PKkXr16WLt2LSIjI3Hr1i2MGDGC8/P57t07zJ49G46OjujZsyfOnz+vgdF+Py5dusTK3gwAEydOhKura7F91XncwLUuTR/L5ebmws3NjRUUYWJiguPHj0NLS0tqP11dXTx//hxnz55VOMDYzMwMu3fvRlBQECpWrKj02NVB3b8psnzLzvjtHKNevXoSGbLKOwcHB4lj2IULF+LixYtS+6SmpqJv376c98ikBZn/aN9jcadPn0bbtm3xyy+/KF3+OyIiQuJ8jMfjwcDAADVq1MC4ceMQEBDA6mNoaAhPT0/OQNUf7T1hGAajRo2Cn5+fqE1bWxvHjh2DiYlJsf3T09NZD/4pcu4IAA8ePGBNi58PytKlSxdWJr6EhATOYzZp6NyREEIIIUVpNOiub9++cHNzg5ubG/z9/YtdviSBc4mJibh48aLoHyGElCcZeRm4G3mXc14n0xow+sqdyS6nyWjsfZ7IOc/cUAejfq6iqiGSciAmKBXX976DUCj9yb32w+ugZnMbAEDSjh1I3r5d+gq/Bdz1Uk/AXXTgO5xdsQg5mdxP9QKAhZ09Bi9fj4qVq6hlDISUdVu3bpUokTRnzhwMGjRIQyMqnvjF129Z59QtLi4Os2bNEk2PHTsW7dq1K5Vtu7i4gGEYpf4dOnRIoW117NhRIijr2LFjcHZ2xtGjRxETE4P8/HwkJSXB09MTnTt3xsKFCwEU3lg0MDBg9eW68M11AV2V76P4uuS5YK8qTZo0Yb3+BQUFSElJwbNnz7B69WpWUERSUhImTpyIFStWqH1cRkZG2LlzJzZu3Mg5X93fK3nfk6ysLNa0+OdJFm9vb4nsM4rceKlZsyYr2DguLg4RERFy9xcvzaSOfdPSpUs5b+xx/SsaYARwB2lK+1c0e0xpu3DhAqZNm8ZqGzRoEObMmVPqY1F2vytePlVVSvLalKX9btHvuSLfcWnrOnnyJCZMmIBWrVrB3t4eJiYm4PP5Ep/rCRMmsPoq+vBuaXzHgcIypLdv35bIHqujowNXV1ecOXMG8fHx2LNnD9q0aaOWMWgKn89H586dceTIESQkJODw4cPo1KmTRBZHgUCAq1evKnRzXNPCwsKU3qeow/PnzzF06FDW56xdu3bYvHmzXP3VedzAta7SPJYT9y0r+NOnT0VtWlpaOHbsGGrUqFFsfysrqxJtv6T91UHdvymy7N69Gw8fPgRQ+g9BHTp0SOnvsYuLi0LbWr16Neu9z8vLQ79+/TBq1Cg8fPgQaWlpyM3NRWhoKLZu3Yr69evjxYsXACSzDko7Hv6ev8ebN29mvf5ZWVmIioqCl5cXxowZwzr+ePToEVq0aAFvb2+1j6tRo0Z49uwZfvrpJ8753/N7wmXmzJk4e/Ysq23Lli1yH9+U5NwxNzeXFeyno6ODtm3byt2fz+ejQ4cOrLbnz5/L3b+0jisJIYQQUj5oPL0RwzByl+T5FjgHQOVlfAghpCy7FXELuYJcznmucZ+4O2np4ojgV6TnpnLOHtu2Kowpy90PIzHiK67sfANBvmTpwG/aDqyJem3sAfx/wN22YgLu1q5VW8BduL8PLm1YiYI87s89ANhUq4F+85bC0MxcLWMgpKw7fvy4xM17d3d3rFmzRjMDkpOlpSVrurSeCP7zzz+RlpYGALC1tcW6detKZbuasGfPHnz8+BGvXr0Stb179w4jRoyQ2W/fvn2YMWMGK5sC1xP84u8hUPg+qqqkqfhngmt7pUVLSwuWlpZo1aoVWrVqhRkzZmD+/PmsYNeNGzeiYcOGGD58uEq3ra+vD2dnZ/Tr1w/u7u4ys6SIv0aqLuOm7HuiSLCBeIBco0aN5O77TePGjVlZbCIjI+Hk5CRXX3UFRvxI7t+/jyFDhrCCQLp27YojR4788NdwSvramJqaQktLixWYqsrfz9L4jheVn5+Pf//9FytXrlQ6S4uif78mv+N9+vTB3r17YW1trfZtffr0CZ8+SblGIKZatWpqy7BnZGSEkSNHYuTIkQgLC8OoUaMUzkBKuAUEBKBnz56sYIXGjRvD09MTenp6cq3D0tJSdFwMqHd/oq2trfKy94qYNGkSKyiEx+Nh37596N27t8bGpGnq/k2RJjo6mlVqd/z48d9d8PE3Dg4OOHXqFHr37i0KxmEYBkeOHJEoVSreb8mSJRg/fryoTVrpX3WeV3OtS5PnZAYGBnB0dBRlSp03bx4GDhwoCrpKS0tD37598e7dO5WXSraxsUGbNm3g7u6OHj16yMyO+SO9J2vWrMGmTZtYbUuWLMGkSZOUXqcix2rx8fHIy8sTTdepU0fhAN7GjRvjv//+E01HRkbK3ZfOHQkhhBBSlMajLX70C6+EECIPz0+enO1Wuqb4Kewd57y8+gOx7RX3DQwzA8py9yNJS8yC13Z/5OcKpC7TsndVNO5UmB0maedOOQLu1sCsdy9VDxUAEPLqObw2r4FARinEyg0aoc+sRdA1MJS6DCHfMy8vL4waNYp1oa9fv37Yv39/mT++Fr8wnJjInZFVlc6cOYMLFy6Iprds2aLyi/FlibGxMR48eICxY8dKLRsrvvzWrVsxcuRI1g0eQP6gu/j4eJWVNI6Pjy92e5qiq6uLjRs3IisrC7t37xa1L1q0CEOGDJF5E0bchg0b0LhxY1ablpYWTExMYG5ujipVqkBbW75TdvHXSCAQICkpSSXZVRiGkfieSntPxJ/4z8nJkXs7qansB0WUKcUm3kd8nbKIl+4qzdLX3wNvb2+4uroiN/d/D0y0bt0a58+f/+7KeCtKFa8Nj8eDhYUFkpOTRW3i+8qSUGS/a2hoKArsVeQ7/k12djZ69eqFu3e5M7nLq+iNVnm3W1RpfscvXboEb29vDBs2DCNGjECDBg3Utq0jR45g2bJlci27ZMkStWbGfPnyJf777z+cPHmS9dklygsLC0PXrl3x+fNnUVvNmjVx48YNmJmZyb0eS0tLVnCmOvcnFhYWKlu3oubPn489e/aw2jZu3IjRo0draERlA9dvSmmck02cOFEUaG1nZ4e1a9eqfZua1KFDBzx69AgDBw5EaGhoscs7Ozvj5MmT8PHxYbXLG3Snzu8x1/Y0qUaNGrh16xaaNm0qeuAmJiYG69evx8qVK+Vej42NDY4ePSrRrqenBzMzM1hZWSlUWvpHeU/27NmD+fPns9r++usvhY8p6NyREEIIId8LjQfdEUIIkS02Ixav4l9xzuuZx4O0W7undPoiPSefc96YtlVhoq+johGSsizzSy48t/ohO537swAAjTtXQvMeVQAAybt2IXnrNukr5PNhv2Y1zNT0VPj7Jw9wbftGMELpGfmqNW2B3tPnQ/tHu4Fr6gBMfSPRLBAKkZnxvxK8RsbG0BIr4UQUYOqg6REU6969exg4cCAKigSmdunSBSdOnFAo4EdT6tSpw5r+8OEDcnJyoK+vr7Ztzp49W/T/nj174rffflPbtsoKAwMDHDt2DFOnTsXmzZtx69YtiRvelpaWGDx4MGbMmIHq1asjMzOTFRTC4/E4M+BUq1YNOjo6yM//32+Lr68vWrRoUeJxZ2VlITg4mNVWt27dEq9X1dasWYNjx46JbhxGR0fj7t276Natm9zraNasGdq3b6+S8dSuXVuizdfXF127di3xuoODgyXK5Uh7T8RvCiqSwSojg11OXpkbF+J9SrJ9RYIX5DVy5Ei5yx4lJCSwsidyBWlKo67MVdIEBASgW7durNe7cePGuHr16g9/A0qVr03t2rVZ+3FfX1+VjVN8XbL2u+bm5qKgO4FAgOzsbIXKgU2aNEki4M7Kygrt27dH48aNUalSJZiamsLAwIB1XHPz5k2sX79e7u2IK43vOAD8888/OHz4MEJCQljtMTExWLduHdatW4cmTZpg5MiRGDJkCGxtbdUyDk2JiIjA0aNH8d9//yEoKEjqcvXq1cPYsWNLcWTlX2xsLDp37ozY2FhRW6VKlXD79m3Y2NgotK7atWuzSjFqan+iTmvWrJHIAL548WJMnz5dZdvw8PCAh4eHytZXmurUqYPHjx+LplX5GeBy//59XLlyRTS9detWte2HyxJnZ2e8f/8ehw4dwn///Yfnz5+zzuOBwuOC33//HRMnToSuri5u3brFmi+tDLL48X9QUBCysrIkApmUIf550NXVLfXjy+JUrFgRy5YtY5Uq9/DwUCjoTl9fH507d1bZmMTfE3XuWytXrqyS91pRx48fl8hmN2rUKLnLmxdlYmICPp8vygRN546EEEIIKa8o6I4QQso4r09eUuf1jv7A2V5Q41ds8OGcBVN9bbi3qaKCkZGyLi+7AF7b/fE1WfqTgvXa2KFN/xrg8XhI3r0bSVu2Sl/ht4A7V1c1jBZ4e/cmbu7dBshI0V+rdTv0mDwTWnJm/vmuaGkDFhwl8gQCCLWKXBgyMQHKQeAVUc6LFy/g6urKegL4559/xoULF8pNJqF27dqxpgsKCuDn54dWrVqpbZtFy2dduXJFqWyAEREREv18fX3RpEmTEo5OvVq2bInjx49DKBQiMjISSUlJyMvLg6OjIxwcHFiZ1AIDA1l9a9WqxVkOzMDAAE2bNsWLFy9Ebd7e3hJZ8pTh5+fHKnUFoEyWnTIzM0PHjh1x6dIlUduzZ88UCrpTpRo1asDGxgYJCQmiNm9vb5UE3b1+/Zo1ra2tjZYtW3IuK57tMC4uTu7tGBsbs6bFA/3kId7HxMRE7r5FgxiAwhtZqqZIKcfw8HDWtCqDNFUpNDQUXbp0QUpKiqitVq1auHnz5nedUVQeqn5t2rZtiydPnoimiwbMlERBQQH8/f1ZbbL2u5UqVWKV34qLi5P7c+3n54fDhw+LpnV0dLBu3TpMmjSp2OMYebIEyVIa33GgMPPpokWL8PjxYxw+fBinT5+WKPnt5+cHPz8/zJ49G126dMGIESPQt29fjdw8V4WvX7/izJkz+O+///Dw4UOpJde+Bfu7u7urJFD/R5KcnIzOnTuzstNZW1vj9u3bSn2W27Zti2PHjomm/fz8UFBQIHeGXVnEjxs0cRy3Y8cOiSxMU6dOlTsL5I+gXbt2rKA7Vf2mSFP0fAwABg4cqNR6li1bxnofGzduLCoxWlbp6Ohg/PjxGD9+PDIzMxEVFYXk5GQYGRmhUqVKEtm2xM/Jmjdvzrle8Qc5BAIB/Pz88PPPP5d4zOLf42bNmqn1ITllubm5YcyYMaLfndjYWERERMDJiePaWSkQf0/i4uIQGxsLe3v7Eq+7LOxbL126hFGjRomC5ACgf//+OHDggFLXWLS1tWFnZ4eYmBgAhb918v4W/QjnjoQQQggpPygNCiGElGEMw8AzlLu0bB2+IWrlc2cvu2Q0AF+yuef93rYqTCnL3XdPkC/E1d1vkByVIXWZ6k2t4TKszv8H3O1B0uYt0lfI46k14M7n2mXc3LNVZsBdfZfO6PnXrB8z4I4QAG/evEH37t1ZT9Q6OzuXu0xCtWrVgrW1Navt8uXLGhrNj4PP56NKlSpo0aIF2rRpAycnJ4mL2W/fvmVNS7vBA0he5L98+bJE1gZlnDt3jjVtZWWFWrVqlXi96iAeZFI04E0TxN8T8ddSWeLradKkidR9TqVKlcAvkm01Ojpa7u2Il58rGqgkL/FsjoqUtCt648TExKRMldAqq6KiotCpUydWcGXlypVx+/Ztif38j0Ydr434d/zjx48S+21lXLt2TaJElqwbuVWqVGFNK/I9P336NCsga9myZZg2bZpcDw4ULaepDPGbo+J/h6q1bdsW+/btQ3x8PI4dO4YuXbqw9o9AYYDE9evXMWzYMNja2mL06NG4e/cu62a2opYuXQqGYeT6V5LSsgUFBbhy5QoGDx4MGxsbjB07Fg8ePJAIuNPW1kbPnj1x5swZxMXFYceOHRRwp6AvX77g119/xfv370Vt5ubmuHnzptLHSOLf8ezsbFy7dq1E4wQKjyU/fvwoc1vqduTIEUyZMoXV9vvvv2PTpk2lOo6yTvxBqKCgIJnZKYlqGBkZoU6dOmjbti2cnZ05S2LKe05Wu3ZtVKhQgdWmiuP/goICifPzsvgQFFC4L1RnSVdFtW7dWuK3XhXvSUpKCh48eMBqK+335Pbt2xg0aBDrnP/XX3/F8ePHS1RxoejxmFAolDhek6YsnTsC6j+uJIQQQkjZRkF3hBBShr1Lfofwr+Gc83onc5+ECuyb4Z833CnNTfS0MfrnqqoaHimjhEIGtw4FICYoTeoyDrUt0GV0PfD5PCTv2YskWWUA1Bxw9+LCadzz2CtzmSa/9sSvE/8Cn08Z3MiPKSgoCF26dEFqaqqorW7durhx40a5LGPh5ubGmj506JBKArZIyRQt+QQA3bt3l7ps//79WdMJCQm4evVqibZfUFDAyroCSH5WyjIdHc0+1CD+nvj4+ODNG8my5IpISUmBlxc763K/fv2kLq+np8cqqxQZGcnKzCmLeEYK8cxb8hDvI2+Wi8TERNb+tVGjRgpv+0eTmJiIzp07IyIiQtRma2uLO3fuSGQ8/NGo67Xp2LGjRIa8Q4cOKb2+b8RLI9auXRv16tWTurz490ORII3nz5+L/s/n8zFx4kS5+wYEBMi9LJcPH9hZ4kvre25gYIChQ4fi5s2biIiIwKpVqzhLgqenp8PDwwOdOnWCk5MT5s2bV+K/WR18fHwwbdo0ODg4oFevXjh16hTnfr5hw4bYsGEDoqOj4eXlhQEDBpSbrMxlSWZmJnr27Akfn/+VMjA2Nsa1a9fkLjnOpUGDBhIBe+rYn1hYWJRqltZz587h999/ZwV//vbbb9i3b59SWZi+Zy4uLhLBSvv379fQaMg3nz9/Zv1WmpmZSc1cx+PxJI7Ljx49WuLz6mvXrkk8TCTr+L+s0eQ5mZmZGTp16sRqU8W+9fjx48jLyxNNa2trw1VN12i5PHnyBH369EFubq6orV27diqpuKDscaWdnR1r2x8+fGC9RvJQ9tzx2/a+0dbWlnnsTAghhJDvHwXdEUJIGXY5lDvzjxZ46JHBncHspvkgpGVzX2AZ3aYKzAwpy933jGEYPD4VjFCfJKnLVKxkjB4TG0JLh18YcCfriW8eD3arV8GsTx/1jPXkETw+eUTmci1c+6Pj6Ing8emwhfyYIiIi0LlzZyQmJoraqlatilu3bsHKykqDI1PejBkzWDe+4uPjsXev7ODbkrh06RJu3bql0L8NGzaw1mFjYyOxTI0aNdQ25tL29etXVtCchYWFRBBXUT///LNEppply5ZJlIZVxM6dOyVu8EydOlXp9alb0fKKADSe2WvgwIESpYsWL15conWuXLmSdfPCwMAAEyZMkNmnWbNmov8LBAKJElnSNG/enJUl4dWrV6zMnsUJCQlBVFSUaNrOzk7uMj+KZHkkQGpqKrp06YLg4GBRm6Wl5Xe3X1SGOl8bIyMjjB07ltW2b98+hTLNifP19WWVyQYK97uyglOKfscBye+PLEX38VZWVnJnFBEKhRIZXhRVFr7njo6OmD9/Pj58+IBnz55hwoQJnKWGo6OjsXbtWjRo0ABNmzbF5s2bNZpNNTo6GmvWrEH9+vXRrFkzbNmyhXVc+k3FihUxZcoUvH79Gm/evMHMmTNhY2OjgRF/H3Jzc9G3b19WWWl9fX1cunQJrVq1KtG6eTwe/vrrL1bbpUuXJMoXKiImJgb79u1jtY0bN67UMnJfu3YNQ4cOZR2L9uzZE0ePHpXIPEUAQ0NDicDn/fv3y51lSlFt2rRR+Hzs1q1b6Nq1K2s9I0aMYM3fs2ePWsarKefOnUN+kaomQ4YMkVl6XPxcKTExEdu3b1d6+0KhEMuXL2e1tWzZEq1bt1Z6neqUnp4ukQlX07874u+Jr68vLl68qPT6MjMzsX79elZbv379Su0hFx8fH/Ts2RNZWVmitubNm8PLywsGBgYlXr+yx5W6urpwdnYWTefl5bFKZheHYRjcv3+f1Sbvb2tubi4rq2v9+vXLZPllQgghhJQeqs9GCCFlVL4gH9fCuct7tM4tQEWBZMkZoUU1LHpfGYDkPGM9bfzelrLcfe9eXwvH2wcxUuebWhmg95Qm0DXQRvLefXIF3Jn37avycTIMg3uH98L3Gnf55G9+/m0YWvUbTE+lkx9WXFwcOnXqxLqh7uDggDt37sDBwUGDIyuZWrVqwdXVlXWjf+7cuejRo0eJy3JcvXoVPXr0YLW5uLgovB7x0qv6+vro3LlzicZWlq1cuZKVqWb48OHFXjiePn06hg4dKpr28fHB9u3blQqUi4mJwd9//81q69atW5l9YjwnJwd37txhtTVs2FBDoymko6ODyZMnY8GCBaK2S5cu4dKlS+ijRPC8n58ftm7dymobNWpUsWVX27Vrh6NHj4qmX79+jaZNmxa7PWNjYzRr1gwvX74EAGRlZeH06dP4/fff5RrvwYMHWdOKfO/Fgwx++eUXufv+aDIyMtC9e3dWFkVTU1PcuHEDDRo00ODINK80XpspU6Zgy5YtohvyGRkZmDJlCi5cuKDwugQCASZOnMgKUKlQoQJGjRols99PP/0EHR0d0RgUCdIpmn1KkWwkly9fLlFwoUAgYGUzadiwIWewW2lq1aoVWrVqhc2bN+PSpUvw8PDArVu3JILXfX194evri1mzZqFr164YMWIE+vbtq5Ib3bJkZGTg3LlzOHLkCO7fvy+15K2Ojg66d+8Od3d39OrVS+NZX78XBQUF+O2333D79m1Rm46ODs6cOYOOHTuqZBvu7u5YvHixKGBFKBRi4sSJePbsmcRxsDymTp2K9PR01ngnT56skrEW58GDB+jfvz9rv9KhQwecPXuWPpMyTJkyBRs3bhRlr0pLS8OECRPg6Sn7Ok1xkpKSEB4eznpAx8rKSqlzqaLHlABQrVq17/acLCcnBytXrmS1jRs3Tmaf+vXro2vXrrh586aobfHixejfv79SQVk7d+6Et7c3q23GjBkKr6e0XLlyhXVsYWVlBTs7Ow2OCOjRowfq1KnDyoT2119/oVOnTjAxMVF4fUuWLGE9WASU3nsSGBiIX3/9FV++fBG1NWjQANevX4epqalKtiFe6lqR40oXFxe8ePFCNO3h4SH3b+StW7ckHtiSt2S7v78/K6MknTsSQgghhB7zIoSQMuphzEN8yf3COc/1Sypn+5OKA5GSzX0x3P3nKjA3pHIu37OARzF4cTlM6nwDEx24/tUYhqa6SN63D0n//it9ZTwe7FapJ+BOKBTg1t5txQbcuYwYg9b9h1DAHflhff78GV26dEFoaKiozcrKCrdu3ULVquU/iHrz5s2sG97fghWUvamekZGB4cOHY926dSoa4Y/jxYsX2FykzLiFhQUWLVpUbL/Bgwfj119/ZbXNnj1bokxtcVJTU9GjRw98/fpV1GZsbIxt27YptJ7StGrVKqSlpYmmDQ0Ny8QNwBkzZkgE/40cOVLi5llxIiIi4Orqygr+cHBwkLgRyEX8M/Hw4UO5tyuexWvx4sVyZbuLiIjAli1bWG3F3aQsqmgGLW1tbYmyUKRQTk4OXF1dWTe3DAwM4OXl9cNnByyt16Zy5cpYunQpq+3ixYusYFt5MAyDMWPGiIJcv9mxY4fMjDpA4f65TZs2omlvb29kZ2fLtV1bW1vR/1NTU+XKhJmRkYGZM2fKtX5pfHx8WMFA4vspTdLX18egQYNw7do1REZGYu3atZwB5wKBQJTJy8bGRqFMoIqKi4uDjY0N3N3dcffuXc6AuyZNmmDTpk2IiYnBpUuX4ObmRsFNKiIUCuHu7o7Ll/9X+YDP5+Po0aPo1auXyrZjZGQkcazl7e0Nd3d3qUGW0ixevBjnzp1jtf3zzz+lkonJ29sbvXv3Zu2HWrVqhcuXL1PmoWLY2tpi7dq1rDYvLy9MmTKFFcikiNevX6NVq1Zlsjx2WTdv3jxWafqhQ4fK9eDK9u3bWRkl09PT0aNHD4kMcMW5fv26xO9t9+7dMWjQIIXWU1qys7OxZMkSVluvXr00ntmSx+Nh7969rHFERUWhb9++nOXYZTlw4AD+Fbt2O3HiRPz0008qGassYWFh6NKlC5KTk0VtNWrUwK1bt1ChQgWVbadWrVqsBy8VOXccM2YM65rxsWPH5AraEwgEmDNnDqtN/DxUFvHsy2XpuJIQQgghmkFBd4QQUkZ5hXpxthuDhw5Zkjc1GB1DLArlzgZjpKuFMZTl7rv2yS8JD44HSZ2vo6+F3lOawMzKECn79yNpYzEBdytXwtytr8rHKSgowLXt/+Lt3ZvSF+Lx0GXcZDTv5aby7RNSXqSnp6Nbt26smxXm5ua4efMm6tatq8GRqU6VKlUkMlN9+PABbdq0wY0bNxRa18WLF9GoUSMcO3ZMlUMst0JDQ1lPXsvy5MkTdO/enZUZZO3atXKVSuXxePDw8EDFihVFbfn5+RgwYAD27dsn18269+/fo3PnzqzMUACwZcsWtZepPHPmDPbu3csq4VQchmGwdetWrFixgtU+ZswYtWcdkoeenh6OHz/Ousn89etX/Prrr3KXNXr27Bk6duzIevL/23tdXJY7AHByckL9+vVF0/fu3ZN7/MOGDWOVhIqJicFvv/0mMyNWWloa+vTpwyp55OzsLHeWg4KCAlbpvjZt2sDMzEzuMf8oCgoKMHDgQNb7qauriwsXLkhkqPjRlPZrM2/ePImMGqtXr8aUKVOQmZlZbP/U1FQMGzYMhw8fZrWPGDFC7hvrPXv2FP0/Ly+P9R2S5eeff2ZNz5kzR2ZwT1ZWFvr164dPnz7JtX5pxMuHFR1/WWJvb485c+YgICAAL1++xKRJkzj3u+np6XL/zisjNzeXtU/9xtraGtOmTYO/vz98fX0xbdo0WFlZqW0cP6o///yTdUzL4/Gwf/9+/Pbbbyrf1tChQzFs2DBW27FjxzB48GCkpKQU2z87OxszZszAP//8w2p3cXHB7NmzVTpWLgEBAejWrRsrqLZJkya4du0ajI2N1b7978HUqVMlMiJv374dAwYMQEyM9CoK4r58+YL58+ejdevWJd5nfy+KZjqTRSAQYMGCBawHSCwsLLBJVmWKImrWrMl6gAoA3r17hw4dOshdqtPDwwP9+vVjHXNbWVnh0KFDcvUviTlz5uDVq1cK9fn8+TNcXV0RHBwsatPS0sL06dNVPTyltGvXDvPnz2e13b17F927d2cFVkojEAiwbt06jB8/nnVOXbt2bWzcuFHl4xUXGxuLzp07s8pNV65cGXfu3GE9QKEqRY/LoqOjERISIle/WrVqsYLRhUIh+vfvL/NBToZhMHbsWFYGZCMjI4ly27IUPa40NDREhw4d5O5LCCGEkO8TlZclhJAy6EvuF9yPvs85r2t6OvQ5bmIHVeyKiDDuJ8tH/VwFFkaU5e57FfsxDTf3B0BabANfm4ceExvCqrIJUg4cQOIGGRdoeDzYrVgB836qD3gryM+H1+a1CPV+LmPzfHT7czrqtaMLFuTH5urqKnHhecaMGUhOTmaVmZJHs2bNYGFhocrhqYybmxv++ecfVlnRyMhIdOvWDZ07d8aIESPQrVs3zgCwN2/ewNPTE6dOnZL7ZsKPYteuXTh16pSoBJ2zszMr+wzDMHj58iUOHDiAAwcOsAIe+vXrp9BT3ra2tjh79iy6d+8uyjCSk5OD8ePH48iRI5g0aRJcXV1Z2RcA4NWrVzh27Bh27dolEVD1559/yl1StCRiYmIwffp0LFmyBAMHDoSrqyuaNm3KGeCQkpKCGzduYMeOHXj69ClrnpOTk8ST8prUoEEDHDp0CMOGDRO9t58/f4abmxt69+6NsWPHolu3btDV/d+xoVAoxMOHD3H48GEcOXJEIghm3bp1CmXyGzp0KBYuXAig8HX29vaWK9uXoaEh9u3bB1dXV1HbtWvX0LJlS6xfvx6dOnUSZY3Iy8uDp6cnZs6cybp5paurCw8PD7nHev/+fVbJpKIlk8n/jBs3Dl5eXhJtWlpaCv8u1a9fX+Olv1SptF8bPp+PkydP4pdffmHdlNy+fTu8vLwwbdo0/PbbbxLrCQ8Px6lTp7B582bEx8ez5rVq1Qo7d+6Ue5yDBw/GnDlzRDeCL168KNc+Yvjw4Vi9erVoH3PlyhX07t0b69evZ2V3y8nJgZeXF+bPny/6G+vWrYv379/LPcaiipazd3R0LBdlwFq0aIEWLVrg33//haenJzw8PHDjxg21Bttx0dXVRa9evTBq1Cj06NFDqbKjRH7Lli3D7t27WW3fykQquj+pVq0aqlWrVuxyu3btQkhICCtT55kzZ3D//n1MmzYNgwcPllhPQkICzpw5gy1btkgER9SoUQMnTpxQe7apuLg4dO3alRUcaGRkhDlz5iic4RdAmchYrCkeHh7o0qUL63U7f/48rl27hnHjxqFPnz5o27Yt69gRKAy6fPjwIe7evYtTp06xjqdIYeBV/fr1MWTIEHTv3h2VK1dmzc/IyMDVq1exZs0a+Pr6itr5fD4OHDgg10NQ34wdOxa+vr6s3/I3b96gWbNmGD9+PIYPH45WrVqx+mRlZcHLywu7du2SCE43NDTEmTNnWA/DqMvNmzexfv16tGzZEoMGDULHjh1Rv359ieypDMMgKCgIZ86cwdatW1kZ2ABg+vTpEhm/NWnp0qV4+/YtK2vp/fv30aBBA0yZMgVDhgyRGG9aWhouXLiAbdu2sT4TQGEQ5Pnz54vNSFxSWVlZ6Nq1Kyt4VktLC/PmzUNwcDAr0FEebdu2LTbr6NChQ7Fjxw7R9MWLFzFr1iy51r9z5048evRIlIU+IiICzs7OWLt2LQYNGsS6DvH8+XPMnTtXIpvehg0bYG9vL9f2MjIycPfuXdF0nz591P6eEEIIIaTsoyslhBBSBl0Pu44CIffF9F4Z3NkLViW24mw31NXC2HbFX2gl5VNKTAau7noDQYGUDBE8oLN7PTjWsUTKgYNIXL9B+sp4PNit+Afm/fupfJz5uTm4tGElIt74Sl2Gr6WNnlNno9ZPbaQuQ8iPQvyiN1BYtkkZ9+7dQ/v27Us2IDVatGgRKlasiKlTp7KCr27fvo3bt2+Dx+OhYsWKsLKygpGREZKSkhAfHy+1NMv3FMhREtHR0Vi9ejVWr14NXV1dVK1aFWZmZkhPT0dsbCznTbEePXrg2LFjCpf1dnFxwc2bN9G/f38kJiaK2h8/fozHjx9DW1sbdnZ2sLGxEW2/aEaSohYsWCCRRU7d4uPjsW3bNlGJNTs7O1haWsLExATZ2dlITk6WmunD0dERly9fLnPZVAYPHgw9PT2MGDGClfnK09MTnp6e0NPTg52dHaysrJCamorY2FjOrEba2trYsmULJk2apND2hw0bhkWLFokCcs6fPy93ic3evXtj0aJFrM+Bv78/unbtCgsLCzg5OUEgECA8PFzic8Tn87F79240atRI7rFeuHBB9H89PT0MHDhQ7r4/Eq6MhTt27GDdIJPXoUOH4O7uroJRlQ2aeG3s7Ozw4MED9OnThxUkER4ejmnTpmH69OmwtraGnZ0dhEIhYmNjJW5Of9OtWzecOnVKof2Yo6MjOnToILrpePHiRWzbtq3Y3486depg4sSJrKCAq1ev4urVq6hUqRLs7OyQkZGB8PBw1j7pl19+wYgRIxQqG/1NQkICnj17JpoeMmSIxkvPKUJPTw8DBgzAgAEDkJCQgKNHj0pkKVQ1Ho+HZs2aYdSoURg6dKhKy8gR2bj2J2fPnsXZs2cVXteSJUskylFzMTExwc2bNzF48GBcu3ZN1J6UlISFCxdi4cKFqFChAuzt7aGtrY3Y2FgkJiZyZjRu3rw5Ll26VCrH40FBQawsTACQmZmpdPC8suVUvwfm5ua4c+cOhg0bxgoiz87OxtatW7F161bo6urCxsYGVlZWEAgEiIuLQ3JyMme2Ui0tLYUCxr5XDMPgwYMHolKUlpaWcHR0hL6+PhITExEbGyvx8JGWlhb27dsHNzfFH4Tdvn07zM3NsWrVKlFbfn6+6JjExMQE9vb2MDExQWJiIuLi4jgzfltZWeHChQusUvKl4eXLl6Ky97q6unBwcIC5uTl0dXWRnp6OqKgoqeeQo0aNkiiVrGna2to4c+YMJkyYwHogKCMjQ3Sebm5uDnt7exgYGCA+Ph7x8fEQCAQS66pevTo8PT1LpepBYmKiRHlogUCg8PngN2FhYazysVx+/vlnVKtWTRTod/78ebmD7hwdHXH06FH0798fubm5AIDk5GSMGTMGkydPRtWqVWFgYICoqCjWtYpvfv/9d4Wy3F27do11LWr48OFy9yWEEELI96v8XGUihJAfyOVPlznb7QVCNMvJlWhPNqmDh5mVOPuMaO0ES8py9136mpINz61+yM2Snu2g3W+1ULO5DT7/dxSJ69dLX5ko4K6/yseZm5WFc6uWyAy409bRRd/ZiyjgjpAf1MSJE+Ht7c1Zho9hGCQlJSEwMBCvXr1CeHg4Z8Bd5cqVcfjwYRw/frw0hlyu5OXlISgoCC9fvsT79+8lAu60tbWxYMECXLp0qdin0KVp27Yt/Pz80J/jd6SgoABRUVHw9vZGUFAQ582SqlWr4tq1a1i5cqXCQX+qFhcXh4CAADx//hz+/v5SA+4GDx6Me/fuSWStKCvc3Nzg4+PDGXSbm5uL8PBwvHr1CiEhIZwBd40bN8aTJ0+UusHi5OSEHj16iKaPHz8us4SkuH/++QebNm2SyKiSmpoKPz8/vH37VuJzZGpqijNnzmD06NFybycvLw+nT58WTQ8ePLjMZgYlRJy9vT0eP36MhQsXQk9PjzWPYRgkJCTAz88Pb9684Qy4MzExwcaNG3HlyhWYmpoqvP0//vhD9P+YmBhW1g9ZNm3axCoF9k1UVBRevnyJwMBA1j6pQ4cOuHTpktIZ1o4dOyba//D5fIVurJY1NjY2mDlzJt68eQNzc3O1bcfJyQne3t6YMmUKBdz9IExNTeHl5YVNmzbBxMREYn5KSgrevn0LX19fJCQkSASo6enpYf78+Xj8+LHc2YJI2WJqaorLly9j3759nGWj8/LyEBUVBR8fH/j7+yMxMZHz2K579+7w9/dnHQeSQp8/f8abN2/w8uVLhIeHSwTcOTo64ubNmwodyxbF4/GwcuVKXL9+nTPLZXp6OoKCguDt7Y3IyEjOgLt+/frBz8+v1APuxOXl5SEsLAy+vr548eIFAgMDOc8hTU1NsXPnThw6dKhMBtTr6uri0KFDOHr0KGcgalpaGgIDA/H69WvExMRIBNzx+XyMGzcOr1+/LpWAO00qelz5/PlzuUvMAoXlaW/cuCHxGmdnZ4teX/GAOy0tLcyfPx8HDhxQaJz//fef6P9Vq1ZFt27dFOpPCCGEkO9TmTkS9ff3x8OHD2X+8/f3Z/V59OhRsX2k9SWEkLIq4msE3iS94ZzX62s65457b6YLAMkb1AY6WhhPWe6+S9kZefDc6o/ML3lSl2neowoadXBE2tmzSFi5Uub61BVwl52RjrMrFyHmQ4DUZXT09NFv/lJUdZYvAw4h5PvUsGFD0bH7yJEj5Qp8MTc3x4ABA+Dl5YVPnz5h5MiRGg/YKgvc3NwwcODAYl9DIyMjuLu74+3bt1i5cmWJS8bZ2dnh7Nmz8Pb2xujRo4sNCNDS0sIvv/yCQ4cOISgoqNQvWI8ePRrHjh3DiBEjin36/puKFStiwoQJePXqFY4ePYqKFSuqd5AlVKtWLdy7dw937tzBwIEDiy19o6Ojg+7du+PcuXPw9fVFy5Ytld72tGnTRP+PiIjArVu3FO7//v17DB8+XGYGrgoVKmDKlCkICQlBv36KZeu9ePEiKxhp6tSpCvUnRNP09PSwYsUKhIaGYv78+XLty+rUqYMVK1YgPDwcM2bMUPomtZubG5ycnETT+/fvl6ufrq4uLl26hE2bNsHW1lbqclWqVMH27dtx+/btEgWYFb2Z2qtXL7nKbRLyI+Lz+Zg2bRoiIiKwatUqVslnaZycnDB37lyEhIRg1apVEgHApHzh8XgYO3YsIiIisGfPHri4uEBLS6vYfjVq1MDcuXPx4cMHXL16FfXr1y+F0ZZ9CxYsQOvWrYs9x6pRowbWrVuHoKAgdOzYscTb/fXXX/Hhwwd4eHjI9R6amZlh1KhRePXqFc6dO1fqgbMnTpzA2rVr0blzZ7keAuDxeGjUqBHWr1+PkJAQ/PHHH2X+GsCwYcMQFhaGbdu2oXnz5sWO19raGn/++ScCAwOxd+9emJmZldJINWfs2LGiUrAMwygcDOfi4oKQkBAsWLBA5mdYX18fffv2ha+vLysrpDzi4uJw9epV0fSUKVPKZLAnIYQQQkofj9Fg7nQ+nw8ejweGYeQ+MC46XGUOpr9tiytNMymbAgIC0KBBA9H0u3fv6OS9DPr69SurDEaHDh2UelqeANt9t2PPmz2c8zyjYlGlgJ3VLF/LAM6Z25AByZuo43+phgU9vu8n4X5E+bkCXNzki8Twr1KXqdfGDu2H18FXryuInTMHkPFzb7fiH5gPGKDycWampeLcyr+RFBkudRk9QyP0m78M9rXqqHz7ZU1BQQE+fvzIaqtZs2aJg1wEAgHriV8TExO5LowTUhLt27cXlckB1FOOiWEYfPjwAYGBgYiJiUF6ejr4fD4sLCxQsWJFNGzYELVq1SrzF9g1qehrGB0djfT0dGhpacHKygp169ZFixYtJDKJqZJQKMTbt28RGBgoKl+qq6sLS0tLVK9eHc2bN1fL8WLRz4SLiwtnuWYuSUlJeP/+PcLCwpCSkoKsrCzo6+vDzMwMVlZWaNKkCSugpTzuf/Pz8+Hr64ugoCAkJCQgOzsbenp6qFixImrWrInmzZvDwMBAZdtr3rw5Xr9+DQBwdXXFpUuXlFpPXl4enj59irCwMCQlJYHP58Pa2hq1atVCy5Ytlb7Z0bFjR9E5TKdOnXD79m2l1kNIWRIWFgZ/f39ERkYiPT0dPB4PpqamqFKlCpydneHg4KCybW3fvh1TpkwBUBgAGB4eLjOQTlxBQQFevXqFN2/eICUlBVpaWrC1tUWTJk3QuHFjqf3k3f8+fPgQLi4uoulHjx6hbdu2co+PlE+lcZz6o4iNjYWvry/Cw8Px5csXMAwDY2NjVK5cGY0bN1ZLEKu7uzurhLI8pQnLIw8PD1ZGM0VLr4eHh6Nq1aqi6VGjRrFKWKpKZmYmfH19ERoaiuTkZGRnZ0NfXx8GBgawtbWFs7MznJycyvwxsCZlZWXB19cXISEhSExMRE5ODgwNDeHo6IimTZuiZs2aat3+169f8fr1a4SEhODz58/Iy8uDoaEh7O3tUbduXTRs2FDl75+yn2+hUIiPHz8iJCQEkZGR+Pr1K/Lz82FiYgIzMzNUqVIFTZs2Lff3HFJSUvD69Wt8+vQJaWlpKCgogJGRERwdHVG/fn3UrVtX5dc5li5dimXLlomm7927x5kRXZNmzZqFjRs3AigMPIyMjFQ6mNvPzw8BAQFITExEbm4urKysUKlSJbRt27bYB9GkWb58OZYsWQKgsFx0WFhYqX8Wy+M1CEII+R7Q/le11HWvVJMxRSUbuYp8C7yTd9lvFL1oQjfkCCFlnZARwuuTF+e8Rjm5EgF3AOAlbMMZcKevw8c4ynL33REIhLi+963MgLuqjSvCZWhtpN++jdh582QG3Nn+s1wtAXfpKck4s2IRUmOjpS5jYGKK/gv/gU3V6irfPiGk/OPxeKhbt+53X0ZFnTT9GvL5fDRu3Fhm4ERZYmVlBSsrK/zyyy+aHora6OjooGXLliXKYKeI5cuXo2fPngAAT09PBAUFoXbt2gqvR1dXF+3bt1fpjSFvb2/WQ0P//POPytZNiCZVrVqVFYihTuPGjcPatWsRHR2N3NxcbN26VaGsIdra2mjdujVat26tlvGtW7dO9P+uXbtSwB0hCrK3t6dysT84IyMjtG3blrX/FL/pSGQzNDREmzZtNFay1dTUFB06dECHDh00sn1F8Pl81K5dW6nzhfKkQoUK6Nq1q6aHUebMmTMHu3fvRmZmJhITE3H48GGMHz9eqXU1adIETZo0UdnYsrOzsX37dtH0rFmzyn3wJyGEEEJUp8zkvuXxeHL9U6YPV19CCCmLfBJ8EJMRwzmvd0YmZ/uBnPac7cN/coKVCZX2+J4wQgZ3j7xHZMBnqcvY1TBD1zH1kfX0CWJmzARkZHa1XboEFgMHqnycaQnxOLlkrsyAOyMLSwxaupYC7gj5Togfd3+P2ShI2VSlShU67yvDevToIbrByDAMKwBG09auXSv6f48ePdQW9EPI90xPTw+LFy8WTe/atQtfv0p/OKg0vXv3TlQCjMfjUWDtD4yOU8uupUuXSrw/RbPc/UhGjx4t8VrIm60ZAA4fPizRf+nSpWobLyHf3L9/X+KzVzTLHSl9Hh4eEu9J0Sx3ZZW1tTWmTp0qmt6wYUOZqVh28OBBJCUlASgc57dMz4QQQgghgIYz3VWuXJluihBCSBHSstxpMwy6ZWZJtL/nVcc7RjKbnZ42H+NdKMvd9+bphVAEv0iQOt/S3gg9/miEXN/XiJ48BcjPl7qs9by5sBg8WOVjTImJwtkVi5DxOUXqMqZW1hi4aCXMbe1Uvn1CCCGElC2bN2/GTz/9BKFQiCNHjmDu3LmoVauWRsfk6+uLc+fOASjM/vetjBEhRHFjxozBzp074efnh7S0NGzYsAHLly/X9LCwaNEiUYWMYcOGlVqGT0IIIYQQopz58+fDw8MDsbGx+PjxIw4fPozff/9do2PKzs5mZXJetWoVjI2NNTgiQgghhJQ1Gg26Cw8P1+TmCSGkTMkpyMGN8Buc81yysmEuFEq0H87jLg0w7CcnWJvoq3R8RLN8b0bC71ak1PnGlnroPaUJmI8BiPrjj/9j766jolq7OAD/ZugGEZASxEKwATuwu7u7u68d1+4uzGtduzuwO0BQQEG6QZCumfn+8HMuZwImmUH3sxZrcd4T7wszc+bEPnuDl5srdlmLaVNhPny4wseYEPYN51YtRnbaD7HLmFnboPeiVTAua6Hw/gkhhBCiftzd3TFy5EgcOHAABQUFWLhwIc6ePavSMc2fP58fjDN58mQ4OzurdDyElGZsNhs7duxA06ZNAQCbN2/GpEmTYGVlpbIxvXz5EpcvXwYAGBoaMjJbEkIIIYQQ9WRoaIj169dj8ODBAH5mRB04cCB0dVV3n2Pbtm2IiYkBALi5uVEmR0IIIYQIUWnQHSGEkP88jHyIjPwMkfNElZbNhB6ucBoJtWtrsjGOstz9VoJexuL5hWCx83UMNNF1am1oxAQjYsxY8LKEsyL+Yj5mDMzHj1f4GOOCv+Dc6sXIzRRdBhkAyto7oPeilTAwNVN4/4SQkrVp0yakpKSIna+np1eCoyF/shMnTiA7O1vsfDMz+s5RB15eXvDy8lL1MPhu3bql6iEQ8ltp0qQJP5BVHTRo0ECtxkNKFh2nlh5Dhw5FkyZNilymXLlyJTSaktWuXTvcvXu3yGVq1aoldl65cuWKXd/Jia4NEuWrVatWse9FV1fXEhoNAeTfv6jaoEGDMGjQIFUPg++vv/7CX3/9pephEEIIIUSNUdAdIYSoiSshV0S2m3A4aJolfDP5YkEjZEH4Ka+B9crDypiy3P0uwj8l48E/gWLna2qz0XlyLeinxyB81Ghw09PFLms2ZAgsZs5QeGn3mC+BOL96CfKyxQf7WTlVRq8Fy6FnZKzQvgkhquHm5qbqIRACAGjcuLGqh0AIIYQQNULHqaWHk5PTHxsYZm1tDWtra5nX19XVRevWrRU4IkJkY2ZmRu9FNSPv/oUQQgghhEiHgu4IIUQNJGUn4XnMc5Hz2mdmQVtE+0lOK6E2bQ02xjevqODREVWJC/2BW/v8wOWKztLAYrPQfmwNlGGlIGzkSHBSU8Vuy6R3L1jN/0vhAXfRQQG4sGYJ8orIMmTr7IIe85ZCR99AoX0TQgghhBBCCCGEEEIIIYQQQgghqkBBd4QQogZuht4Eh8cROa+riNKyPtyK+MxzFGrv52GPciaU5e53kBKXies7P6Igjyt2mZZDnWFjloOwwSPBSUwSu5xx586wXr4cLDZboWOMCvyEC2uWIT9HfMCdQ8066DZrIbR06X1JCCGEEEIIIYQQQgghhBBCCCHk90BBd4QQogauhlwV2e6Qn48auXlC7Sc5LYXaWCxgTNM/syzH7yYjJRdXtvsgJzNf7DKNelZCxQoaCB8yHAWxsWKXM2rTGjZr14CloaHQMUZ99seFtcuQn5sjdpmK7vXRedo8aGqLytVICCGEEEIIIYQQQgghhBBCCCGElE4UdEcIISr2NeUrAr4HiJzXJSMTgsVA03h6uMppKLRs62pWKG+ur4QRkpKUm5WPqzt8kPE9V+wytVvbo4a7IcKHDEV+RITY5QyaNoXNpk1gaSr26z7C/yMurl+OglzxY6xcvxE6TZ0LDQX3TQghhBBCCCGEEEIIIYQQQgghhKga3QknhBAVu/pNdJY7AOgsorTsJU4TZEO4VOfIxhUUOi5S8gryOLi++yO+xwi/7r9UqW+F+q0sEDFiBPJCQsQup1+vHux2bAdbwVnmwv18cGn93yjIEx9wV6VhU3ScPIsC7gghhBBCCCGEEEIIIYQQQgghhPyW6G44IYSoEIfLwfWQ6yLnuWfnwLaAI9R+ktNKqK2atTEaOJVR+PhIyeFyebh7+DNig3+IXaa8axk071kekWNHIzcwUOxyerVqwW73brB1hYMz5RHm+x6XN6xEQb5wyeNfnBs3R4dJM8FWcDlbQgghhBBCCCGEEEIIIYQQQgghRF1Q0B0hhKjQq7hXSMhOEDmvi4gsd++5lRDIKy/UPqKxI1gswUK0pDR5du4rvn1IFDvf0tEYbYdUQuykCcjx/Sh2OR2XarD32g8NQwOFji/U5x0ub1wJTn6+2GWqNW2B9hOmU8AdIYQQQgghhBBCCCGEEEIIIYSQ3xoF3akYj8dDWFgY/Pz8EBUVhdTUVOjo6MDMzAyVK1eGh4cHdBWcqSg9PR3Pnj3Dly9fkJaWBj09PTg4OKBRo0awsbFRaF+EkKJdDRFdWlaHy0WbzCyhdlFZ7swNtNG1Fn12SzPf+5H4+CBK7HxTK310HFsN8bOmIevtW7HLaVeqiPIHD0LD2Fih4/v2/g2ubFoFTkGB2GVcm7dC2/FTwWZTwB0hhBBCCCGEEEIIIYQQQgghhJDfGwXdqUBKSgouXbqEW7du4cGDB0hKShK7rJaWFjp16oTp06ejefPmcvUbGhqKJUuW4MyZM8jLEy4NyGKx0Lx5cyxfvhzNmjWTqy9CSPGy8rNwP+K+yHkts7JhxOMx2tJ4+rjGaSC07KD65aGrRYFOpVXI+wQ8PfdV7HwDE210meiK74vnIfPZM7HLaTmUR/lDh6BpZqbY8b17hSub1oDLKSLgzrM12o6bQgF3hBBCCCGEEEIIIYQQQgghhBBC/ghsVQ/gTzNp0iSUK1cOI0eOxJkzZ4oMuAOA/Px8XLp0CZ6enhg2bBjS0tJk6vfMmTOoXr06jh8/LjLgDviZde/hw4fw9PTEX3/9BZ5AwA8hRLHuRdxDdkG2yHmiSsue5zRFDnQYbVoaLAxu4KCU8RHliw1Oxd1DnwExu1ttXQ10mlQD6euWIeO+6ABNANC0sYbD4cPQsrRU6Pi+vnlRbMBdjZZt0W4cZbgjhBBCCCGEEEIIIYQQQgghhBDy56BMdyXs1atXIoPeNDQ0YG1tDSsrK+Tn5yM8PBw/fvxgLPPPP/8gMDAQ9+/fh6GhocR9nj17FgMGDACXy2W0W1hYwN7eHgkJCYiOjuYH2fF4PKxbtw65ubnYsmWLDH8lIUQSV0KuiGw3L+CgYXaOUPspTkuhti41bWBprNgS1KRkpMZn4fqej+AUcEXOZ7NZaD+2OvL3rkfajRtit6NpYQGHI0egpeDy4F9ePcP1bevB5XDELlOrTQe0GjkBLDbF8BNCCCGEEEIIIYQQQgghhBBCCPlz0F1yFTI1NcXEiRNx/fp1pKSkIDIyEm/fvoWvry+Sk5Ph7e2Npk2bMtZ5/fo1hg8fLnEfISEhGDFiBCPgrlatWnjw4AESEhLw7t07REZGIiAgAD179mSsu3XrVly4cEGuv5EQIlpcZhxex74WOa9jZqZQRPRbbhV84dkLLTuicQUljI4oW1ZaHq7u8EFupvgMcp5DnKF1bjd+FLEf1jAzQ/nDh6BdvrxCxxf04imubV1XdMBd205oNWoiBdwRQgghhBBCCCGEEEIIIYQQQgj549CdchVwdHTEgQMHEBMTg127dqFjx44wMjJiLKOhoQFPT094e3tj7NixjHnnz5+Ht7e3RH0tXrwYmZn/lan08PDA48eP0aJFC8ZyVatWxblz54T6mjt3LgoKxAeFEEJkc/3bdfDE1BTtKqK07MkC4Sx3Ho5mqGFnovCxEeXKz+Xg+i5fpCUJZzP8pV6XCjB/dgIpJ0+KXYZtbIzyhw5Cp1IlhY4v8NkjXN++Hjyu6Ax8AFCnQxe0GjkeLBZLoX0TQgghhBBCCCGEEEIIIYQQQgghpQEF3ZWw5cuXIygoCKNGjYKenl6xy2toaGD37t1wd3dntB84cKDYdT99+oTTp0/zp7W1tXH06FEYGxuLXJ7FYmHbtm2oXLkyvy0kJASHDx8uti9CiOR4PB6uhlwVOa9yXh6q5uUz2lJ5BrjObSC0LGW5K324XB7uHPyEhPB0scu4NLaGQ+gNJB84KHYZtr4+ynvth261agodX8ATb9zYsanIgDu3Tt3QYthYCrgjhBBCCCGEEEIIIYQQQgghhBDyx6KguxLWqVMnaGtrS7WOhoYG5s6dy2i7fft2sesdOnSIUVa2f//+qFZMgIauri7++usvRpskAX6EEMl9/v4ZIT9CRM7rkpEJwVCmC5ymyAVzv2Frqoe2LlZKGiFRBh6PhyenvyDsY5LYZcq7lkH13JdI3rlT7DIsXV3Y79sLvVq1FDq+T4/u4+auLeDxxAfcuXfpieZDRlPAHSGEEEIIIYQQQgghhBBCCCGEkD8aBd2VEk2bNmVMJycnIysrq8h1rly5wpgeNWqURH3169cPBgYG/Ok3b94gJiZGwpESQoojLssdm8dDpwzhz/UJTiuhtmGNHKCpQbvw0uTD3Qj4P4oWO7+svSHqmwUhaeN6scuwtLRgt3Mn9D08FDo2f++7uLVna5EBdx7deqPZoBEUcEcIIYQQQgghhBBCCCGEEEIIIeSPRxEbpYSZmZlQ248fP8QuHxQUhODgYP60gYEBGjVqJFFfgsvyeDxcv35ditESQsTJ5+bjZuhNkfMaZOfAksNhtL3iOiOEZ8to09PSQD/38kobI1G8r2/i8eKC6OyGAGBYRgfNnBORvGq5+I1oaMB26xYYNmms0LH5PbiD2/u2Azye2GXq9+iHpgOGUcAdIYQQQgghhBBCCCGEEEIIIYQQAgq6KzWio4WzI5mbm4td3sfHhzFdr149aGpqStxf48bMoA7B7RFCZPM8+jm+53wXOa9LRqZQ28mClkJtvd3sYKKvpfCxEeWI/pKCe0c/i52vraeJlg05SF36l/jANxYLNuvXwaiVcNZDeXy8dwt3igm4a9BrABr3G0wBd4QQQgghhBBCCCGEEEIIIYQQQsj/SR6FRVTqyZMnjGkHBwdoa2uLXT4gIIAx7eLiIlV/gssLbo8QIpsrIVdEtutxuWiZlc1oS+EZ4ha3ntCywxs7KmNoRAm+x2bi5l4/cAtEB7WxNVlo2UoHmYvGAwUFYrdjvXIlTDp1UujYfG5fx/1De4pcplGfQWjYe4BC+yWEEEIIIYQQQgghhBBCCCGEEEJKOwq6KyUOHTrEmO7YsWORywcFBTGm7e3tpepPcHnB7RFCpJeWl4aHkQ9FzmuTmQV9gWxj5zlNkQtmcK1nVQtUtDBU0giJImX+yMW1Hb7IzRIfTNesjSkKVowHLydH7DJWixbBtFdPhY7t/c2r8D6yr8hlGvcbggY9+ym0X0IIIYQQQgghhBBCCCGEEEIIIeR3QEF3pcCNGzfw+PFjRtvw4cOLXCchIYExbWdnJ1Wftra2jOnExESp1hcnISFB6m0FBwczpjMyMpCWlqaQ8RDFyczMLHKaAFdCryCPmydyXlcRpWVPcYRLy/arY0Xv/1IgP5eDO3uDkP5dfDBdrYaG0Fw3GdwiXk+jceOg2bWLQl9zv3s38fL0sSKX8ejZHy6tO9B7TcE4HA44HA4AgM1m89vkLd37a5vipgkhhCgH7X8JIUQ1aP9LCCGqQ/tgQghRDdr/EkKIatD+V7E4HA54/09ExOVyAQDp6enQ0NCQa7sZGRlyj01WFHSn5r5//45x48Yx2rp374569YRLThYm+KYyMDCQql/B5fPz85GbmwsdHR2ptiNo9+7dWL58uVzbeP36NeLi4uTaBlG+169fq3oIauff9H9FtpcrKIBHTi6j7SW3GkJ4zOBXKz0ecsN84B2utCESBeBxgeT3eshJFP8Va1guA0Z7F4GbkiJ2mZQmTfClgiPg7a2wsaUEfETyh1dFLmNeux5SdI3grcB+yU8sFgsWFhYAACMjIwA/v6/lPZAUlJWVpdDtEUIIkQztfwkhRDVo/0sIIapD+2BCCFEN2v8SQohq0P5XPhwOhxFsBwBPnjzhB+LJKiIiQu6xyYqtsp5JsbhcLgYPHoyoqCh+m4mJCbZv317suoJBd7q6ulL1raenV+w2CSGSS+YkI5wjOlquU0am0M74ZEEroeWaW3MhZ0IsomQ8HpD6WafIgDvdMrmo6b0F2kUE3P1wq4vETh2hyBc8NdCv2IC7snUbwMyllsL6JIQQQgghhBBCCCGEEEIIIYQQQn5HFHSnxubMmYObN28y2vbt2wd7e/ti183JYZY01NbWlqpvURntsrOzpdoGIeQ/vvm+Yud1ESgtm8wzwi2uB6NNX4MHj7LyRXgT5Uv/po3MSPH7Wy2jfNR8uxO68eKzdWa4uCC+Vy+Arbiv6NRAfyS9f1nkMmXrNoSpcw2F9UkI+b2tXbsWZmZmRf6o8ski8ueYOHFise9Fonpnzpzhvx6urq5C56slbcuWLfzxtGzZUu4nKQn50+Xn56NBgwb8z5WXl5dKx8PlctGwYUP+ePbt26fS8ZCSdfLkyWKPDZ4+farqYRL8zERQ3Gu1du1aVQ9TaWrWrFnk3965c+ci16fjYKIuOnfuXOT7sGbNmqoe4h9H3v2Lqk2bNo0/1uHDh6t6OOjduzd/PAsXLlT1cAghhBCiZqi8rJravn07Nm/ezGibO3cu+vXrJ9H6gpnt8vLypOo/NzdXqE3abHmiTJw4EX369JFqneDgYHTv3p0/Xa9ePVSrVk3usRDFyszMZJSUrVevntRljX9XPB4Pe+7uETnPNTcXFfMLGG3nOM2QBy1GW/969mjXooLSxkjk9+19Mp59CRU738BUC/VjTwMR38Quo+3mhipbt6CqnKW8C/v04DaC378ocplGA4fDtUVbhfVJRONwOIiOjgYAsP8fVGloaAhNTfkOxzgcDiOdtb6+vsJL1hLVy8vLQ2BgIMLDwxEdHY309HTk5+fD2NgY5ubmqFGjBqpVq1Zir70kD3QYGBjwSynLKiYmBh8/fkRERAR+/PiB/Px8mJqawszMDBUrVkTt2rWlfrjkT5WTk4Nnz54hPDwciYmJYLPZKFeuHGrVqqXUmyDh4eH4+PEjwsPDkZ6eDhaLBRMTEzg4OKBOnTqwtraWa/taWlrFLiPN+zA5ORmBgYGIjIxEQkICMjMzoaGhAVNTU9jY2MDNzY0/5tK6/w0KCsLnz58RGRnJL3NuZmYGR0dHuLm5wdzcXKH9ZWRkYPny5fzp5cuX88utq8rs2bPh5eWF2NhYfPjwAefPn8eIESNUOqbfQUpKCl69eoVv374hNTWV/96qUKECatasCSsrK1UPscRkZGTg06dPCAoKQnJyMnJycmBqagpLS0u4ubnB0dFRqX2/ffsW3759Q3JyMvLy8qCvrw9bW1tUrVoVNWrU4B+LKsqWLVsQFBQEAKhYsSKmTJki0f5ZVpLsf1euXInevXsDANatW4cRI0YofP9G1JMk1y/19PTkPk4tKTk5OQgICEBAQAASExORmZkJExMTmJubo06dOqhatapS+37//j2Cg4ORmJiInJwc6OnpwcrKClWqVEHt2rXl+qxLct1QW1tbrtcqPDwc79+/R3h4ODIzM6GjowMLCwtUqlQJtWrVgqGhoczbDgsLQ6VKlQAA9+7dg6enp1TrF7cv1tDQKPJvV/RxsDihoaHw9/dHVFQU0tLSwOFwoK+vD1NTU1SpUgXu7u50Tiah9PR0PH36FNHR0UhKSoKmpibs7Ozg5uaGypUrK61fZR//F3cOxGazpXovxsbG4suXL4iMjERSUhKysrKgra3NP490d3dHmTJl5BqzKnG5XPj7+yMwMBAxMTHIzMyEtrY2ypQpAycnJ7i7u8v92ZV3/yIoIiICwcHBiIyMxPfv35GVlQU9PT2YmJigYsWKcHNzU9j36tu3b3H8+HEAgKamJtasWaPy7+w1a9agfv364PF48PLywqRJk5T6/StOab0GQQghpR3tfxWroKCAf6zy6zve2dlZ7v9pQECA3GOTFQXdqaGTJ09i+vTpjLbhw4dL9WSf4AUDaTMJiMpqJ89FiF8sLS1haWkp1zYMDQ1hbGws91iIchkYGNDr9H8+CT6IzowWOU8wyx0AnOK0ZExrsFkY3bwKjI2Fyz4T9RAV+B0vzoaJna+jr4n6mbeBV4/FLqPr6ory+/ZCQwH72l987tzA81NHi1ym9eiJqNWmo8L6JOIVFBQIHTRqaGgo/OBcGdskqnHu3Dncu3cPz549Q2BgIAoKCopc3sTEBAMGDMC0adPg7Oys1LFJcrNe1vdiaGgo9u3bh/PnzyM4OLjIZbW1teHh4YFBgwahX79+Crvwvm/fPowfP17k2CQJlAgLC0OFCsxgeVkzacm7rc+fP2PZsmW4evWq2HMCR0dHTJ8+HZMmTZI7EBj4eZNk165dOHXqFL59Ex9sDgAuLi4YPHgwxo8fL1M2DpYEpdiLeh8mJSXhn3/+wZMnT/D69WvExMQUuz1XV1eMGjUKo0ePFuqnqL6GDx+Oo0eL/l5msVgwNDSEqakpKlSoAA8PD7Rv3x6tWrWS6G8V5+vXr9i1axfOnDmD2NjYIvt3d3fH0KFDMXLkSOjr68vc5y/r16/n/18rV66MESNGqPx7ysjICAsWLMCUKVMAAIsWLcKAAQPooSEZXb16Fdu2bcPDhw/B4XDELlexYkV06NABf/31F2xtbRU+Dk9PTzx69Ig/ffjwYZkzY8iyrVevXuHSpUu4f/8+3r17By6XK3ZZBwcHjB8/HuPGjVNIJqKCggKcOnUKhw8fxpMnT4o8ZjAzM0OPHj0wceJEuLm5yd13UlISVq5cyZ9eunSpQh7alIao/W+vXr3g7u6Ot2/fIiUlBStWrMDOnTtLdFxENRRxnCr4nb106VIsW7ZMpvHIsi1/f39cuHAB9+7dw8uXL5Gfny92WUtLS4waNQqTJ0+GjY2NTGMsjMfj4cqVKzhw4ADu3r0r8sHsXwwMDNCpUyeMGzcOLVu2FLucOJIcD7DZbKmPG/Ly8rB//37s27cP/v7+RfZfp04ddOrUCUuWLJE6ILnwuJRxHs5isYrcprzHwUXx8/PD/v37cfHiRf7Dg+Lo6+ujcePGGDx4MHr16qWw46n58+eLvB8i6bnQw4cP0aJFC/60g4MDwsLCZBqLvNt68eIFli9fjvv374v9jq5evTrmzJmDIUOGyHXc/0tJHv/L+14MDw/HiRMn8OTJE7x9+xZJSUnFbq9evXoYO3Yshg0bJtU5rOAxnigsFgvGxsYwNTVF5cqV4eHhgW7duqF+/foS9yPK+/fvsXv3bly4cAEpKSlil9PQ0EDTpk0xfPhwDBo0SCHn6IKK2798+vQJZ86cwZMnT/D+/Xv8+PGj2O21bNkS48eP5z/0IKtZs2bxj6OHDh2qFgk4PDw80LNnT5w/fx75+fmYO3curl27puph0TVgQghREdr/yofH4/GPH3/9H42MjOQ+5lFELJOsqLysmrl27RqGDRvGOHns2bMnDhw4INXJluCbKjNTOLCnKILLa2pqlvhFU0J+F1dCrohs1+Tx0CEji9H2jOOKMB4z40v76uVgY0oBd+oqOToDN/f6gcsRfdFPQ5ON+tqvgbvnxW5D28kJ9l77FRpw9/HeLdw/uLvIZVqPnkQBd4SosenTp/NvFBUXcAcAP378wN69e1GzZk0sW7asRMslbty4EXfv3mX8lCtXTqptJCcnY+zYsahcuTLWrVtXbMAd8POG2rNnzzBx4kTY2Nhgzpw5xV4MLk5UVBTmzp0r1zbUxcqVK1GjRg2cPXu2yIdwwsLCMH36dNSvX1+ussB5eXlYunQpnJycsGrVqmID7oCfQYELFiyAo6Mjtm/fXmSQiihz584Veu9Jk7nPx8cHs2bNwqVLlyQKuAN+3oCYOXMmatWqhefPn0s13uLweDykp6cjMjISjx8/xqZNm9CmTRs4Ozvj1q1bUm8vPT0dkyZNQrVq1bBt27Yib7j96v/NmzeYMmUKnJyccOrUKVn/FABAYmIitm3bxp+ePXu22lyUGjVqFMqWLQsAiI+Px44dO1Q8otInJiYGbdu2RdeuXXH//v0iA+4AICQkBDt37oSfn18JjbBk+Pj4oGLFimjQoAHWrl2LN2/eFLsvCw8Px/z58+Hi4iLTZ7uwe/fuoVq1ahg6dCi8vb2LPWZISUnBoUOH4O7ujr59+yIuLk6u/tevX8//7i1fvjwGDBgg1/YUqfD3uZeXl1zfcaT0mjNnjtCxQq1atVQ9LJGio6NRo0YN1KhRA0uXLsWTJ0+KDLgDgISEBKxZswbVqlXDP//8I1f/79+/h4eHB7p3745r164VGXAH/Lx+fObMGbRq1QqtWrWS6Pi9sHLlygm9Nhs3bpTnT8DLly/h4uKCKVOmFBlwB/zMWPH27VssX75c6ioximZlZSX0v9i0aZNU2zh+/LjQNqQVERGBXr16oWbNmti5c2exAXcAkJWVhbt372LYsGGwsbHBmjVrpE4AIOjDhw9yvxfUQUFBASZOnIhGjRrh9u3bRX5H+/v7Y9iwYWjfvn2RAVnFUcXx/6ZNm4Tee9JkOL579y4WLlyIW7duSRRwBwCvX7/G6NGj4eHhUexnXVo8Hg8/fvxAeHg47t27hzVr1qBBgwZwd3fHmzdvpN5efHw8+vfvDzc3Nxw8eLDY15fD4eDhw4cYPnw4nJ2dZfosnzhxQq79walTp7BixQp4e3tLdI2Fx+Ph/v376NOnD1q2bInIyEipxwwAN27cwLNnzwD8DORTp2sz8+bN4/9+/fp1vHz5UoWjIYQQQog6oUx3asTb2xt9+vRhnHy1adMGp06dkvrGhGA2uaioKKnWFzyhVnX5H0JKq1xOLm6Fib6J0iQrG2UEbsac5LQSWm5kYyorq64yUnJxbacv8nLE32D0KBsMzX8Pip2vaW2N8gcPQFOBZRE+3r+Nu15FZ3FoNXICarXpoLA+CSElQ1dXF+XLl4eJiQm4XC6SkpIQERHBCLDLz8/H8uXLERkZiYMHxe9/FMnNzU3qckqFvXz5Er179xZ7U8fIyAiWlpYwNzdHSkoKYmNjkZGRwVgmNzcXGzduxJEjR5CYmCjzWCZMmIC0tDSZ11cX48aNw/79+4Xay5Yti/LlyyM3Nxffvn1jZLh+//49PD098ezZM6nLvsbFxaF79+549eqV0DwWi4WyZcvC1tYWBQUFiImJwffv3xnLpKWlYdq0abhz5w5OnTolcfkYFxcXuLi4MNoUkTWqbNmysLKygpGREbKyshAZGSl0cyQ0NBS9evXCiRMnZMruIo0vX76gQ4cOWLZsGZYuXSrROkFBQejatSu+fPkiNI/NZsPS0hI2NjbIzs5GbGwsUlNTGcvEx8dj4MCBePDgAXbv3i1T+bi1a9fyH+iysrLCsGHDpN6Gsujp6WHy5Mn8bEMbNmzApEmTVF66qLT49OkT2rZtKxSsymKxYG1tDSsrK7DZbHz//h3h4eFSB9SWJlFRUWKDjE1MTFCuXDmYmJggKSkJoaGhjO/suLg4dOrUCSdOnED//v2l7nvp0qX4+++/RQbaGxgYwMbGBiYmJoiLi0NcXJzQzf6zZ8/i8ePHuHjxIho2bCh1//Hx8di1axd/esaMGUrJxiKrXr16oWLFiggJCUFeXh5Wrlwp8ruR/N5cXFzQunVrVQ9DIikpKWKDRwwMDGBtbY0yZcrgx48fCA4OZgQ7p6WlYdiwYYiPj8ecOXOk7nv//v2YPHmyyCA/PT09WFtbw9zcHAkJCYiNjRUKUnvw4AHq1KmDEydOoGvXrhL1qaurK/TayLMPOXPmDAYPHiz0N2hpacHW1hYWFhbIy8tDfHy8xAHHXC4XqampMmfU/lWGqrjsYaL+F9Jq3LixXOXLr127hsGDB4sNsDEzM4OFhQWMjY2RmJiIxMRERpkt4Of7cMGCBbhw4YJMwUnAz0C1kSNHSvTgmTrjcDjo1q0bbty4ITTPxsYGNjY2yMjIQEhICOM9e+fOHbRp0waPHj2SOmugqo7/RWXOVUQCB2tra5QtWxYGBgbIyMhAWFiY0HUAHx8fNG/eHPfv30ft2rXl7rMo7969Q6NGjbB3716MGjVKonVevnyJHj16iNznaGpqwsrKCtbW1khLS0NMTIzQ3xcSEoJ27dph8eLFWL58ucRjbdy4scTLSorFYsHW1hbm5ubQ1dVFeno6vn37JhRk6+3tjebNm+Phw4coX768VH0sWbKE/3vXrl1VUsJVHA8PD3h6euLhw4cAfo71zp07qh0UIYQQQtQCZbpTE69evULXrl0ZB6iNGjXCxYsXoa2tLfX2BA9GpX2aV3B5ZZcoI+R39TjqMdLz0kXOEywtm8Qzxh2uO6Otlp0J6pY3VdbwiBzysgtwbZcvMlLEP/ldyy4J+v+KfzJZo0wZlD94EFpSBjYUxc/7TrEBdy1HjEPtdp0U1ichRHlsbGwwZswYHDt2DMHBwcjMzERQUBBev36Nt2/fIiwsDMnJydi/fz/s7OwY6x46dAiHDx9W0cgl9+DBA7Rq1Uoo4K5y5crYtGkTPn/+jLS0NAQHB+PVq1f48uUL0tPTER4ejh07dggF+0n6ZLwoJ0+e5JcIKc1lJvft2ycUVNCoUSM8e/YMCQkJePfuHfz9/ZGcnIwjR44wshCEhoZKnaUoPj4ezZs3Fwq4c3R0xJYtWxAVFYWEhAR8+PABfn5+SE5Oxrdv37BmzRqhDAjXr19Hhw4dpM7ULQ8Wi4X69etj8eLFuHPnDpKTk5GYmAh/f3+8ePECvr6++P79O/z9/TFlyhTGA1E5OTkYM2YMkpOTpe53yJAhQtkH7ty5g7Nnz2LFihWoW7eu0DrLli2TKJg2MDAQzZo1E7rhVrNmTezfv59/w/zdu3f4/Pkz/yb/okWLhILODhw4gP79+xebxUxQamoq4304YsQI6OjoSLUNZRszZgz/9fz+/XuJBSqXdpGRkUIBd3Z2dti9ezeio6MRHR2N9+/f4+3bt/j27RvS09Ph7e2N2bNnSx3QWxo1aNAAO3fuxKdPn5CamorAwEC8evUKISEhiI+Px6pVqxjBF1wuF0OHDsWHDx+k6mfatGlYsWIFI+BOS0sLkyZNwvPnz5Geno4vX77gzZs3iIyMRGpqKv7991+h7834+Hi0adMGT58+lfpv3bFjBz/gQk9PT+ZyvsrCZrMxZswY/vTRo0cRHx+vwhERIp3q1atj/fr1ePfuHdLS0vD161e8evUKgYGB+P79O3bu3Alzc3PGOrKUvNuyZQvGjRvHCPxhsVgYPHgw7t69i/T0dISEhOD169cICwtDeno6rl69iu7duzO2k5GRgZ49e+LcuXMy/82yun37NgYNGsT4Gxo0aIDz58/j+/fvCA0NxevXr+Hj44PY2FgkJSXh3LlzGDp0aJEBcUeOHIGzs7NM2b/u3LmD6tWrY82aNTL9TSXpxIkT6N69u1DAnZubG3bv3o2wsDB8//4dQUFBePnyJXx8fBAdHY3Xr19jzZo1QkFX8jwEtX79evj4+AAo3edkixYtEgq469KlCz5+/Ijo6Gi8efMGAQEBSExMxJYtWxjH4O/evcPEiROl6k8djv/loaGhgRYtWmDlypV4/Pgxfvz4gZiYGHz8+BEvXryAn58ffvz4gdevX2Pw4MGMdb9//45+/foVm51TFFHZUG/fvo3Tp09j4cKFqFKlCmP5goICjBs3TqJgq6dPn6J169ZCAXdNmjTBiRMnkJKSgqioKLx58wZBQUFIT0/Hq1evMG3aNMY9QR6PhxUrVmD69OlS/33y0NHRQceOHbFx40a8evUKGRkZiIyMhI+PD16+fIlPnz7xj/M7dmRWUgkNDcXQoUOl6u/evXt49+4df3rChAkK+TsUafz48fzf7969y99XEUIIIeQPxyMq5+vryzMzM+MB4P/UqVOHl5qaKvM2T506xdiep6enVOsvW7aMsf6ECRNkHou8/P39GWPx9/dX2ViIeD9+/OBdunSJ//Pjxw9VD0ktTL4/mVf9SHWhn4YHXXg5y4x5vKX//exZOIjnMO8a4+fShyhV/wlEhIICDu/y1ve8nePui/258/c13qeqzrzPYn4C67rxshS8P/N/eI+3sV9n3sa+ncT+vLt+SaF9Esnl5+fzPn/+zPjJz8+Xe7sFBQW8lJQU/k9BQYECRkvUga+vL4/L5Uq8/Pfv33l169ZlHDdZW1vzOByOwse2dOlSRj/e3t4ybScsLEzoOFhbW5u3detWXl5ensTb8fb25nl4ePC3IYvExERe2bJl+dvYtGkTY1wAeKGhoRJtKzQ0VGhdWUm7rdTUVJ6JiQlj+Z49exa5vwkNDeXZ29sz1jl79qxE4+NwOLwWLVoIjXHSpEm8jIyMYtdPTk7m9e/fX2j94cOHS9S/KM2bN5f4/5WYmMiLipLueOvOnTs8bW1tRh9Tp04tdv87bNgwxjpLly4ttq+jR4/ydHR0GOuZm5sXeaydlZXFc3Z2ZqzDYrF4K1askOh7JzIykteqVSuh12TZsmXFrlvYxo0bGf0HBwdLtX5J6dy5M3+cFStWVMo+U1YODg5SvV9KSuvWrRnvjX79+kn0eefxfh4PpaenK2Vcgp/9w4cPl8i2rl69ymOz2bzBgwdLfL3C19eXV6ZMGUYfzZo1k3h8hw4dEvqM1qhRg+fr6yvx+np6eoz1LS0tefHx8RKPITs7m/G9OWTIEInXlZc0x79xcXE8TU1NmfdlpPQ5fPiw3PsCWb6zFbEtPz8/HgBep06deC9evJBo+xEREbwKFSow+qhYsaLEx9L379/nsVgsxvrly5fnPXr0SKL1r1y5wtgXAODp6enxAgICJFpfkLe3t9T/++TkZJ6lpSVjvY0bN0p8LpWamipy2fz8fJ6dnR1/mx07duSFh4fz5xc+Ti98PpSYmMgbMmQI4/+RkJAgtP3C3/MODg4SjbUwwfeWpOcqgt68eSN0bGtiYsI7duyYyP+LuH3whQsXeFWrVpX57+HxeLzAwEDGsa+oczJJCb6XZB2TLNv6+vUrT0NDQ+h8oSjv3r0TOo978+aNRONTl+P/wqR5f0dGRvKSkpKk2v6RI0eExrt79+5i15P2eJHD4fDWr18vtJ90dnYu9vhDcL+ko6PD27dvn0T7pk+fPvHq1Kkj9DceOXKk2HXFKbyd5s2bF7lsSEgILy0tTartL1++XGi8N27ckHj9wudlDg4OanVe9ktubi7P3NycP055rlvIgq4BE0KIatD+V7GUda9UlTFFlOlOxYKCgtCmTRtGqaJq1arh9u3bMDExkXm7gqm037x5I1VK9mfPnhW5PUJI8b7nfMfTKNHZAtplZkKHx2w7xWnBmLY00kGH6r9/JojShsfj4eHxQEQGpIhdxt6aC9sTc8ESM5+lowO7Pbuh5+qqsHF9fvwAt/ZsBUSUlvrFc+ho1O3YTWF9EkKUq2bNmmCxxO1JhJmZmeH48eOMdWJjY4WO69RFQUEBBgwYwDgONjAwwPXr1zFt2jSpSll6enri1atXWLx4sVT/s8KmTp3Kz5Ln5uaGadOmybQdVdu9ezcjQ4WdnR2OHDlSZKkuR0dHHD16lNG2aNEiiTIbbNiwAd7e3oy2v/76Czt37pQoM0WZMmVw8uRJoafgjxw5UiJZUn6VvZVGmzZtMHPmTEbblStXFDksvqFDh2LnTmYG2+TkZPzzzz9i15k5cyYCAwMZbbt378bixYslKtlmZ2eH69evC5U4W7lyJV6+fCnx2Pfs2cP/vWHDhqhYsaLE65akwu+9kJAQKhFUjKNHj+LevXv86S5duuDEiRMSZ6LR1NSEoaGhsoanElWqVMHHjx9x7NgxuEp4fF+zZk2hbLSPHz9GcHBwseuGhIRg6tSpjLbq1avD29sbNWvWlKj/ESNG4Pz584wsKgkJCRg5cqRE6wM/S9MWzi47ZMgQidctSVZWVmjbti1/ev/+/b91uWNSullYWODZs2e4du0aGjRoINE69vb2uHDhAtjs/y7zh4SE8MvfFeX79+8YOnQoI2OmjY0NvL290axZM4n679Kli9B17OzsbAwcOFCoBK2yzJo1CwkJCfzp9evXY9asWRKfF5iYmIhcVlNTExcuXOCXabxx4wZcXV2xbds2sfuREydOoFq1ajh27BiAn+WNL168CAsLC2n/rBKRlpaGfv36MV4rS0tLPHz4EIMHD5bq3KpHjx74+PGjxGU3BfF4PIwePZqfraxbt27o2bOnTNtStQ0bNjDOpdzc3LB58+Yi16lbty62bNnCaJs/f75E/anL8b+s7OzshLJ2FmfYsGHo378/o00Z549sNhtz5szBggULGO2BgYG4efOm2PVGjBjB2C9paWnh3LlzGDt2rESfKxcXF9y/f1/o2G7KlCn49u2blH+F9JycnIQyIBZnyZIlaNiwIaNN0tckPDyckRly0KBBjO81daGtrY1+/frxp0+dOiVUppkQQgghfx71O2r5g4SHh6N169aMg+8KFSrg7t27cp+IOzs7M25qZGZm4vnz5xKtm5mZiRcvXvCnWSwWOnfuLNd4CPkT3Qy9iQKe6GDXrgKlZZ9wqiOcV47RNrShA7Q1aTetbt5cD0Pgizix8y3KsuB0YR5YPDE3cjQ0YLtlCwzq1VPYmAKePsSt3VuLDLhrNngk3Dp1V1ifhBD1VK1aNaHSPgEBASoaTdF2797NOOYEgIMHDwpd6JcUi8XCihUrcP78eanXvXbtGr9klIaGBry8vBglREuTy5cvM6anTp0q0cXyFi1aoFGjRvzpoKAgPH78uMh1IiMjsWTJEkZb9+7dpS6hxWKxcOjQIdQT+G6cMGECv2yhuhEsaRQWFiZTOSNJjBo1ClWrVmW0iQsMe/XqFfbu3ctomzZtGqMMjiR0dHRw8eJFODg48NsKCgowevRoxo15cV68eIGQkBD+tDrfMO3QoQOj7O3x48dVOBr1lpeXh3nz5vGnjY2NsW/fvlK7v1SUKlWqSBxsV1jXrl3h4uLCaLt161ax602ePBkZGRn8aUNDQ9y4cUPqm9UdOnTApk2bGG3Xr1/HmTNnJFq/8GfFzMwMLVq0KGJp1erRowf/95iYGDx48ECFo5HPx48fMXPmTKXvq6ZMmYKtW7fKVSKSSM/KyopxPCap2rVro3379oy227dvF7vewoULER0dzZ/W0NDAlStX4OTkJFX/devWFXpPfvjwAVu3bpVqO7Lw9fXFkSNH+NP169fHrFmzFLZ9Dw8PPH36FP/++y8cHByQkZGB6dOno2HDhvDz8+MvFxYWhg4dOmDw4MFISkqCubk5du7cCV9fX7Rr105h41G0ZcuWMQJ42Gw2Ll26JPMD+Nra2jhw4ECxAWai7Nq1i1/q3MjISOjBk9JE8IGcefPmSXS8NHToUNjb2/On7927h9DQ0CLXUZfjf1UQPCdT5rWP+fPnw9TUlNEm7pzs9OnTQgF569evl/oem5mZGW7cuAFjY2N+W3p6OiZPnizVdkrSoEGDGNOSviYnT55kBDOr8/lj4ePK3NxclZRUJ4QQQoh6oWgOFYmNjUWrVq0QFRXFb7O1tcX9+/elzrQgTteuXRnTBw8elGi906dPMy7guru7w8bGRiFjIuRPci3kmsh2u/x81M5lPu17ktOKMa2jycaAeuWVNjYim8CXsXhzTfzFLiNjNpxvL4FGrvgAAZs1q2HUUnE3pAKfPcLNnZvBExfkB6DpwOHw6KK+FysIIYolmE2qcBYadcHhcIRuxPTs2ZPxxLCsCl8AlURaWhomTJjAn54+fTrq1Kkj9zhUITMzE+/evWO0CZ4TFKVLly6M6QsXLhS5/M6dOxlZMQwNDbF9+3aJ+ytMQ0MDe/bsYdyMSkpKKjKjmyqJytqWnJyslL5YLBY6duzIaCt8k7cwwc+Vra0t/v77b5n6NTQ0xLZt2xhtnz59kugm/smTJxnT3brJn2nXx8cHJ0+exNatW7F27VocOnQId+/eRXZ2tlzbNTQ0RKtW/x2LX7p0SW2DPVXt8uXLiI+P50+PHTsW1taUmVseTZs2ZUxHREQUufznz5+FAvNWrFjBuEEvjYkTJwoF60sSKJGQkID79+/zpzt27ChRJh1xQkNDce3aNezevRtr1qzBhg0bcPDgQdy7d49xfUpWXbt2ZWSVEdxHqbvExERs27YNderUQa1atbBlyxalH9/5+flhxowZsLW1Rffu3XHx4kXk5+crtU8iH2n3J8nJyUKZjidNmiS0T5BU586d0b17d0bbjh07pKq8Iov9+/czphcvXqyU7Ej9+vVDYGAgVq5cCUNDQ7x+/ZpxfDNy5EjcunULWlpamD59OoKDgzFp0iS59o3KlpqaCi8vL0bbr4BCeUkbMBMREcHI6rZ69WrY2dnJPQ5VCAoKQlzcfw/ramhooFOnThKtq6GhIXTcX9w5mboc/6tCSV77MDAwEHrAQNJzsrp162LKlCky9Wtra4sVK1Yw2m7duqW2D1fK+poUPjaztbWV+bvol7y8PDx69AhHjhzB+vXrsWnTJhw7dgwvX76UO+Oxp6cnI7traTuuJIQQQojiUdCdCnz//h1t2rRhPPlvYWGBu3fvokKFCgrrZ+TIkYyLiv/++2+xB+M5OTlYu3Yto03WlPCE/Mki0yPhn+wvcl7XjExG2dFEngnucpknkt1r28LcUAdEfUR/SYH3sUCx83X12KjxcgO00sVfTLBasAAmUgQ/FCfoxVPc2LmpyIC7Jv2Hol633grrkxCi/nJychjTgk9jq4Nz584hPDyc0bZs2TKVjGXu3Ln8B2EcHR2FLmiXJjExMYwbm7q6uqhSpYrE69eqVYsxXVTJ1KysLKGbdGPGjJE58AP4eTNCMDhr27ZtaplZQfBzBij3syaYcUbUzYvIyEihm3Jz586VuixQYd26dUPdunUZbZJkrbl+/Tr/d3t7e1SqVEmm/tPT07Fo0SLY2tqiTp06GDRoEGbMmIH58+dj1KhRaNu2LcqUKYMePXrA31/0sbckCt9Ay8zMlKgk359I8EE+wewiRHpmZmaM6cLlwUURvBFuaWkpV7YTNpuNpUuXMtpevXpVbCm5mzdvMsrmSZvlLicnB+fPn8egQYNgbW0NJycndOnSBZMmTcKCBQswd+5cjB49Gm3atIGpqSnatWsn1+fS0tKSkVXwxo0bavndUlh+fj4uXbqE7t27w9bWFtOnT4ePj49KxnH58mX07NkTNjY2mDZtGt6/f1/i4yDFk3Z/sn//fkbgupaWFhYvXizXGASPo6OiopSaASg7O5sR7FC2bFmlZpXT1dXFwoUL8eXLF4wYMYJx3Z3H46Fz587w9/fHli1b1PIcTNC+ffsYgc3a2toSlzNVtHHjxvHH0qBBA0ycOFEl41AEwYDXSpUqQV9fX+L1pTknU6fjf1Uo6WsfkpyTvXjxAq9fv2a0LV26VK7M0JMmTYKlpSV/msfjCR0TqgtZXpPw8HDGuZw82ZNDQ0MxZMgQlC1bFp6enhgxYgTmzZuH2bNnY+jQoWjYsCGsrKwwdepUmYM0NTU10aRJE/70kydPkJaWJvOYCSGEEFL6UdBdCUtPT0f79u3x6dMnfpupqSnu3LmDatWqKbSv6tWro2/fvvzpvLw8DBs2TOwBII/Hw/Tp0/H161d+m5OTE0aOHKnQcRHyJ7gTJjq9PAB0zmBmzjjDaY4CMJ98HdHEURnDIjJKicvEzb1+4HJE35jR0GSh5qf90E34JnI+AJSdNAllhg5R2Ji+vHqG69vXg1fE03mN+g5C/R59xc4nhPx+eDwe3rx5w2iT9wlhZRC8MVC/fn3UqFGjxMfx6NEjRnaMPXv2SHVDRN0IZlozMzNj3AwsjmBpwoiICHz//l3ksg8ePEBKSgqjbcSIERL3Jc7w4cMZ04GBgfj8+bPc21W0V69eMaarVKmi1PeOlpYWY1pU1pjLly8z2rW1tYXK+8hC8DW5e/dukTcVvnz5wiiD1axZM5n6ffToESpVqoRVq1YhJiZG7HI5OTn8MmgLFy6Uqa/mzZszpiUp8fmnycnJYZTkNDMzE7opTKRXuKwjILwfFiT4/Tl48GCh/YO0OnToACsrK0ZbcaXaBTPeCH6GitOkSRP07t0bJ0+eZGQDEoXD4eDOnTto0aIFJk+eLHPWrMJjjI+Px4cPH2TajrJ9+PAB06ZNg42NDXr06IHLly+LzDCn7OxZoraflJSE7du3w83NDTVr1sSmTZsY2S+Jakm7PxH8nHfp0gVly5aVaww1atQQCtYpbn8ij+fPnyM1NZU/3bRp0xLJLMdisUQeY7PZbKmOvVVN8DulR48ecr8HZPHPP//wj720tLSwf/9+pWQrLCmC52RlypSRan3Bz25RAdfqcvyvKoLnZMq+9iHJOZngPs/Kykooe6G0NDU1hR52KS4DoqrI8prIe1z5y9atW+Hs7Izjx48jPT1d7HJJSUnYsWMHKlasKPP/sfAYCwoKcO/ePZm2QwghhJDfQ+k9eymlunbtKnQjdObMmUhKSsK9e/ek+hG8ySXKypUrGTd/3rx5g2bNmgk9Ifzlyxf07t0b+/btY7SvXbtW7gu4hPyJ7oSLDrpzzc2FfaETci6PhVOcloxlGlU0h3M5Y6WOj0guOyMP13Z9RG6WmJs7LKBG1HkYRoi/aWM2eDDKTp6ksDF9ff0c17cVHXDXsPcANOw1QGF9EkJKh0OHDjGCU5ydnVGvXj0Vjki0J0+eMKYVUXpSWtnZ2RgzZgw/082AAQPQvn37Eh+HIgnenCqchUgSom7qi8uU/fTpU8Z05cqVFRI42aFDB+jp6THanj17Jvd2FYnL5WLNmjWMtv79+yu1T8GgM1E30gVfk+bNmxd7w10SvXr1Ykxzudwis2AJfr7d3d2l7vP69eto3749EhISGO26urpwdnZG3bp1YWFhwZjH4XCwevVqmTK116pVi3GT/vHjx1Jv43fn4+PD2EcUDrhLTk7G9u3b0bx5c9jZ2UFHRwflypVD3bp1MWPGDPp/isHj8YQ+t0VlJw0MDBTKyCH4+ZSFpqamUCny4va7hT/npqamUmezFJUt1MbGBtWrV0eDBg1Qo0YNRtmuX3bt2oWxY8dK1dcvgjd91el9GR8fj82bN6NmzZqoW7cutm/fLjL7irGxMUaMGAFvb29MmqS480tRLl++jKNHj6JVq1Yig1/8/Pwwe/Zs2NnZoUuXLjh37hyj5DwpeYLfv0XtTzIyMuDr68toU8T+RNR2lHkcJ3iNvfB309evX7FgwQK4ubnBwsICurq6sLe3R7NmzfD333/jy5cvUveXm5uLNWvWoEqVKjh06BAjYyaLxcKVK1fg6uqKWbNmFZtpUNUyMzOFslaq4pwsISEBM2bM4E/Pnj1bJQ9jKZKiz8nS0tKEgmp/UZfjf1XIzs4WKuM6bNgwpfYpyzlZ165dFRIMLPiaJCYmyrQfU6aEhAShkt+SvCaKOH9cvHgxZsyYIXQsYmpqilq1aqF69eowNDRkzEtLS0Pfvn1x+PBhqftT5+NKQgghhJQ8CrorYaLKYSxZsgRt2rSR+kfw4ogolSpVwsGDBxlP2fn6+qJFixawtLSEu7s7ypcvD2dnZ6GnOqZMmYI+ffrI/TcT8qeJTI/E52TRGVnaZTKz3D3h1kAUz5LRNrKx4spME/kU5HNwc48f0hKzxS7jnPoIZQLvi51v3LULrBbMV9jTzsFvX+Ha1nXgFnHRrkHPfmjYe6BC+iOElB5Hjx5llOFhs9nYuXOn2mVbCAkJQWxsLKNNlouq8lq6dCk/w3OZMmXUtmSONASzKKSkpIgMpBNHMMAJEB90J3gDVVFZBTQ1NYWyZ6lT0F1qaioGDhyIR48e8duqVKmC8ePHK7VfwfPIChWEjxeV9ZrY2NigXLlyRfZV2Lt37xjT1atXl6q/yMhIDB48mBGUY25uDi8vLyQmJiIgIADv3r1DQkICnj9/zijtA/wMPt67d69UfWprazOCEz59+iQyKOhPJhjY8Ku81qlTp1CxYkVMmzYNjx8/RnR0NPLy8viZxLZu3YrmzZujdevWandjUNUePnzIyArJYrGKDP4W/NxpaGigdu3aChmL4P7i3bt3Yj8DCQkJ/LLsAODq6ipTn+XLl8esWbNw//59/PjxA9HR0fDz88OLFy/w8eNHpKSkwNfXFxMmTGCUZDt8+DAuXbokdX+CQRxv376VadyKkpeXh/Pnz6NLly6ws7PDrFmz4OfnJ7SchoYGOnTowM8KeOjQIXh6eir9+M7AwABDhw7FvXv3EBERgbVr14p8rQsKCnDt2jX06dMH1tbWmDRpktD+gihfSEgI49gEQJGZlV69eiWUoUlRxw2C24mNjWXs6xRJ1HdTfn4+FixYAGdnZ6xZswbv379HUlIScnNzERUVhSdPnmDJkiVwcXHBuHHjisyGVNi5c+dQrVo1LFiwAOnp6ahXrx5jX3To0CG0a9cO+fn52Lx5MypXroy9e/dKHXBVUl6+fCn0HlDFOdnkyZP5mbUrVaqEJUuWlPgYFE3wnEzUOVZR1OGcTNrj/5IWHR2NTp06MY4tPT090a9fP6X1yePxhAKrBM/JsrOzhYJZFfWa1K5dW6hErTq9JoGBgWjTpg0jU/6wYcPQoEGDYtctfP6ooaEhdUWwq1evYuXKlYy26tWr49atW0hKSoKPjw/8/PyQnJyMM2fOwN7enr8ch8PB+PHj8fHjR6n6VLfjSkIIIYSolvLzrROV69+/P3g8HkaNGoXs7P8CRxITE5GYmChyndmzZ2P9+vUlNURCfitFlZZtIxB0d1Igy52DuT5aOjOD8Ihq8Hg8PPgnELEh4p9Odsj9DOsPZ8TON/T0hM2qVWApqCxGyLvXuLp5TZEBd/W690GjvoPVLsiGyK+AW4D4LOHyTRwOB5lZmfzpNFaa0IU4IjkrfStostXzEPnLly+IiIjgT+fn5yMlJQX+/v64fPkyowSntrY29u/fj1atWqliqEUKDAwUaqtTp06JjuHdu3eMp+I3bNgAS0vlfv/KWm5EmrJtdnZ20NLS4gfa5efnw9fXV+IbaKIuFIvrX/B1VORrWKdOHUYmBXE3mZTl0aNHjGDFrKwsxMbG4uXLl7h48SIjc0mlSpVw9uxZoex8ivTy5UuhGzwtWzKPITMzMxlBMIDiX5ObN2/yp4t6TQRvWFStWlWqviZOnMgoFWdvb48nT57AwcFBaNmGDRvi0aNHGD58OI4dO8ZvnzVrFrp27QobGxuJ+3V2dubvRwsKCvDp0ye1LM+tKsHBwYxpY2NjrF69WuKSvvfv30fDhg1x5coVNG7cWBlDFPL582eZ972SVBaQB5fLxfz58xlt7du3F7rBXZjgfleRZa0F9xd5eXn49u0bXFxchJaV9zMO/Czn3qhRoyKPWVksFmrWrIndu3ejR48e6NKlC3JzcwEA69atk/oYx9nZmTEtyYOsyvD27VscOXIEp06dElvCHfh5c33o0KEYOHCgUPnfkmZra4t58+Zh3rx5ePfuHf755x/8+++/QoEh379/x+7du7F79264uLhg2LBhGDJkCKytrVU0csX59u2bzPsTwYdNlGH+/PmMrGsuLi7w8PAQu7zg/sTAwKDIzHjSEHX8ERAQIPKBAXkJfjfp6+uja9euEpWJ53A42L9/P16/fo0bN26IfZ++f/+ekbXVwMAAK1euxNSpUxnnZo6Ojrh16xaOHz+OGTNmIDExERMmTMDu3buxefNmtG7dWo6/VPEE3wOGhoZSZy2V1+XLl3H27Fn+9L59+6Crq6u0/nJycmT+HEvznfHrwYRfwsLCkJiYKJSlWRxJz8nU6fhf0QoKCoQeOsrIyEBUVBSePn2KK1euMO5zNWjQABcuXFDqtdAzZ84gLCyM0SZ4Tvbt2zehh94U9Zro6+ujSpUqjNehJF+TjIwMxjk6j8dDRkYGQkND8fDhQ9y8eZMRyNu1a1ehqlqi5ObmIigoiD/t4OAAHR0diceVlZWFMWPGMNratGmDq1evCm1HW1sbffr0QevWrdG8eXP+ww55eXkYNmwYPnwQX8VGkIWFBcqUKcM/llPVcSUhhBBC1IN63lEkCjdgwADUr18fixcvxtmzZ8VmvGjWrBlWrFiB5s2bl/AICfl9FFVa1q7gv2CpBJ4p7nPrMpYZ3sgRbDYFS6mD11dD8fWN+EAHS24MKrzcA3Gvlr67O2y3bgFLQSW6v314g6ubV4PLEVPmFoBH115o0n8oBdz9puKz4tH+fOkufVka3Op1C7aGtqoehki7d+/Gtm3bilzmV5acNWvWCGULUxeCN5g1NDQUUgJHUvn5+Rg1ahQ/64SnpydGjhyp9H7btGmj9D50dXXh4eGB58+f89v+/fdfiYLueDweTp8+LdSekZEhcvnCQVEAFHpDXTDopKigBGXo1q1bsSXBTExMMH78eEyePFmoTI0iffnyRShjg4aGBgYOZGa0FfU/UtVrUjibDZvNlmocQUFBuH79OmP9c+fOiQy4K7zMoUOH+BkMgJ83X/bs2YO///5b4r4FA/TCwsIo6K4Qwc/8o0eP4OPjw5+uWrUqBg4cCBcXF+jo6ODbt2+4cOECI2D0+/fv6NKlC3x8fFC+fHmlj3nDhg3YsGGD0vuRxcaNG/Hq1Sv+NJvNxqpVq4pcR/Bzp8zPuKj+fhHMWGVnZyd1f02bNpVq+TZt2mDOnDn8LCZv3rxBYGCgUCBdUYyMjGBoaMj/XgsPD5dqDPKIjY3F8ePHcfToUXz69Enscra2thg4cCCGDh0qdZbQkuLm5gY3Nzds2rQJt27dwj///IOrV68KZUb8/Pkz5s2bhwULFqBt27YYNmwYunXrptSAGmU6duwYI7hbnZw5c4YRuAQAq1evLvK6gODn28rKSmHXESwsLMBms8HlcsX2pyiC302rV69mZJlq3rw5evbsiQoVKiA3NxefPn3CiRMn+NmugZ/l03v06IGnT58KlYAsKChA165d+aU9O3TogD179hR5XDJ48GC0b98eM2bMwPHjx+Hn54euXbsiPDxc4qCrkiD4mlhYWJTotaQfP34wsrQPGzZMKIBJ0eLj40vknMzJyQk2NjaMUqSnT5/G5MmTi103IyMD165dE9kuSJ2O/xUtIyNDotfKysoKs2bNwvTp06GloOuvorx69Qrjxo1jtBkbGwuVZC6J16RwoF1JvibBwcESvSYVKlTAggULMGrUKIn2KREREYzvC2mPK48fP84ISrWxscG5c+eKDNwzMzPDlStX4OLiwg/e9PHxwf3796V6qMPGxob/GmRkZCA5OblEr20RQgghRH1QedkSxuPxFPbj6ekpVd9OTk44ceIEkpKScP36dWzduhV///03NmzYgNOnTyMqKgqPHj2igDtC5CBNadnTHE8UFIp9NtLRRB93e8HViAoEvozF2xthYucbs9Lg/Gwj2DyuyPk6LtVgt2c32Aq6oRDq8w5XNq4Cp0B8wJ1b5x5oOnA4BdwR8ofr06cPFi5cqLYBd4DwhWFjY+MS3XetW7eO/xSyjo6ORE9flybdu3dnTO/bt0/oiXxRDhw4gJCQEKF2UTd4fvz4IVSOysTERKpxFkVwWyUddFccY2NjzJ07VykBdzweDz9+/MCrV68wb948uLm5MbKoAMDIkSOFMkuJ+h+p4jUpKChAXFwcf9rCwkLoBnZRDh48yMjUM2DAANSrV6/Y9TQ1NYWCq7y8vBjbKo7gDbHIyEiJ1/0TCAY2fPjwgf//XbBgAfz9/bFkyRL07t0bXbp0wbRp0/Do0SOcOnUK2tra/PVSUlIwfPjwEhy5+nny5IlQhsDp06cXmwlF8HOnzM+4qP5+EfxslFQWs8GDBzOmX79+LfU2Co81PT1d6H2tSLm5uThz5gw6duwIe3t7zJ07V2TAnYGBAQYPHow7d+4gIiIC69evV9uAu8I0NTXRuXNnnDlzBnFxcdi3b5/ILJYcDgc3b95E//79YW1tjfHjxzMy5RD5BAUFCWX46dmzp1AgiCBl7k9YLBaMjY2L7E9RBD/DvwLudHV1ce7cOTx8+BBTp05Fly5d0Lt3byxduhSfPn3CrFmzGOu9evUKq1evFtq+pqYmli9fDgsLC5w4cQI3btwoMuDul7Jly+LYsWO4ffs2KlSogJkzZ6pVwB0g/JqYmpqWaP+zZs3iB6VZWFhg06ZNJdq/sgmek61du1ai75w1a9YgLS1NqF3SoLs/6ZzMysoKCxcuxJgxYxQecMfj8ZCSkoJHjx5hwoQJaNasmdBDWfPmzRMqJfynvyYVK1bEkiVLMGjQIImv8ch7XHngwAHG9PLly4W+g0RxdHTEtGnTGG379++Xqm86fySEEELILxR09wcyNjZGx44dMW3aNCxatAizZ89G3759YWurnlldCClNJC0ty+Wx8G9BC8b8Pu72MNShBKSqFh2UAu9jwqUPf9Fl56L683XQ5OSKnK/t6IjyXl7QMDJSyHjCfN/j8saVRQbc1e3YDc0Hj6SAO0IIzpw5gyZNmqBZs2ZC5ZbURXp6OmPawMCgxPoOCAjgZ8kBgEWLFimslJa6GDt2LIwKfQdlZGSga9euRZapvXfvHqZPny5yXuGyPb8IvoaAYl9HwW2J6k+V0tLSsHDhQlSqVAnLli1DXl6eTNtZvnw5WCwW44fNZsPU1BQNGjTA+vXrhW6wNWrUCNu3bxfalrq8Junp6YxMBdIGJT569IgxLU0WyjZt2jAyI8THx+PLly8Sry841uKyHf5pxGW9nDRpElatWiU2uLJ///44ePAgo83b25uRkfNP8u3bN/Ts2ZMRuFy7dm2RwR6ClPn9KWpb4j7ngp8NZWb7LEywNKVgmVtJlMTn3M/PDxMmTEC5cuXQr18/3Lx5k59d9xc2m41WrVrh6NGjiIuLw7Fjx9CmTRuw2aXzMq2JiQnGjh2Lp0+fIiQkBMuWLRNZpjI1NRX79u1Dw4YN4ezsjDVr1qhdwEBp8it7aOEAHTs7O4mCBpR9PF5Sx3LivpuOHTuGXr16iZynpaWFjRs3YtSoUYz2rVu3IjMzU2j5ESNGIDAwUCjLsCTatm0Lf39/LFiwQOp1lU2V52T3799nHBts3rz5t8sONWPGDMY+PTo6Gr169RL5Hvvl2LFjWLdunch5dE4mLD4+HlOnTkX58uWxadMmqR62KWzEiBEiz8nKlCkDT09P7N27V+h8r3fv3vjrr7+EtvWnvyYhISEYMWIEHBwccPz4cYnWkee4MiMjg5HdVF9fH/3795d4fcFzzSdPnki8LkDnj4QQQgj5T+m8mkMIIWpK0tKyj7g1EY3/nnJlsX6WliWqlRKXiZv7/MDliL5Qo8HiovrrLdDNTRU5X7NcOZQ/eACaCrpYGP7RB5c3rARHTElwAKjToQs8h46mgDtC/gBbt25lZD3OyspCZGQkrl27hlGjRkFPT4+/7JMnT+Dh4YG3b9+qcMSiGQkEJRd140GRuFwuRo0ahdzcn0HTrq6umDdvXon0Dcie8VqwjF9xTExMhDJF+Pn5oXr16tiwYQO+fPmCnJwcpKWl4fnz5xg3bhzat2+PrKyfDwcIZrkQddFb8DUEFPs6Cm5LVH/KlJqayv//c7lcpKamwt/fH15eXowsPrm5udi2bRv69esnVFZP0VgsFiZOnIi7d++KLM2nLq/Jr/fRL4X3S8XJzc1llCvV0tJCkyZNJF6fzWajRQvmQy3SZFPS19dnTCtj3/Tw4UOhm3pF/RQufykqSFPcj7RZ8SUh6n1XpkwZsTeHCxs8eLDQmKTNJCGLw4cPy7zvVUYFgKSkJHTo0AFJSUn8NisrK1y4cKHIEli/KPP7U9S2lPE5F+X169dYsGABOnbsCCcnJ5QpUwZaWlpC72vB/5EswVol8TnftGkT9u7dKzKjkaurK9auXYuIiAjcu3cPQ4cOLbGgxZLi5OSEpUuX4uvXr3j69CnGjRsHMzMzoeWCgoKwYMECRglqdbZ06VKZ9yfDhg1T+Hiys7PRtWtXRplUAwMDXLhwQaLgJWUfj5fUsZyo76Z27dqhd+/exa67efNmRjaklJQUoTK9APjBN7LS19cX2veoA1Wdk2VlZTGyM7Zt21Yok6myODg4yPw59vb2lqqvSpUqCQVlPXjwAK6urti7dy/CwsKQl5eHlJQU3L9/H3379sXQoUPB4XDAYrGEMpr9aedkpqamjP8/h8PB9+/f8f79e2zfvh01atTgL5ueno7Zs2dj2LBhjId/lEFTUxPLli3DqVOnRAbK/86vSe3atRmvSUFBAZKTk/HixQusWbMGTk5O/GUTExMxZMgQLFq0qNjtynNc+fbtW8aDDR4eHlIdV1WuXBn29v9VHYqNjWWcfxWnJI4rCSGEEFI6UNAdIYQoiDSlZU9yWjGmW1ezQnlz9bsI9yfJzsjDtV0fkZslLqMcDy4f98M4Q3SqeA1TU5Q/eABaCsoaGuHvi0sb/kZBvvjsObXbdUaLYWMp4I6QP5Senh7s7OzQqVMnHDhwAB8/fkTt2rX581NTU9G9e3ellk6TheBNK1Hlc5Rhx44dePHiBYCfAUz79+9XeBkadTFmzBhMmDCB0ZaUlIS5c+eiatWq0NPTg4mJCRo3boz9+/fzL1SPHDkSrVoxj1FElZoyNjaGhoYGo02RT3ULbkueG53y+nXTy9XVFaNHj8bTp09x/PhxRvDHw4cPJbqhIC02mw1XV1fMnDkTAQEB2LVrl9ibtqL+R+rwmkiTcSIuLo6RRcLZ2ZlRllQSgqW1BUvzFkXW7Bh/ClE3sAYOHChx9o6xY8cypgWzGv7u0tPT0aFDB0b2RRMTE37pQUkIfu6U+RkX1Z84sn52njx5glq1aqF+/fpYs2YNbt68idDQUKSkpAiVMBdFlr9fVZ9zOzs73Lt3D/7+/pg3b55SK03k5OTg3r17Ev08e/ZMaeMAgMaNG2Pv3r2IjY3FsmXLhI4diGwKCgrQt29fxuunra2NCxcuwMPDQ6JtKHN/wuPxhI7vlXUsJ+q7SbDcrjjGxsZCGZH+pO8mZb4HirJw4UL+Q0X6+vrYs2dPifSrCitWrECXLl0YbeHh4ZgwYQIqVKgAHR0dlClTBq1bt2YEfC5fvlwoW6ioczJ1Pf5XBjabDTMzM9SpUwdTpkyBr68vNm7cyLgeeuzYMaWUKdbS0kLdunWxZMkSfPv2DUuXLhWb4flPek00NDRQpkwZNGjQAH/99RcCAgIwc+ZMxjKrVq3CuXPnpNquNMdqggFyNWvWlKovgM4fCSGEEKIYVMeQEEIURNLSsrG8MnjArcOYP7KxZDdaiHIU5HNwc48f0hKFyzX8Ujn4PCyS/UTOY+vrw95rP3QqVlTIeCI/++HiuhUoyBNdwhYAarXpiJYjxlHAHSGEr1KlSrh79y7q1q2LyMifAcLR0dHYsGEDVq1apeLR/UfwwjCHw0FycrJSSwqFhYVh4cKF/Onx48ejUaNGSutPHezevRsVKlTA4sWL+dn9xGGxWJg6dSo2bNggdGNI1A0eFosFMzMzRramuLg4hYxb1LZUeTNBlEGDBkFTU5Nxo/bQoUOYOXMmXFxcJN7OkCFDMHToUEYbi8WCgYEBTExMUL58eYkDmkT9j1TxmggGBUqTATAlJYUxXbZsWYnXFbeO4DaLIli2qyTLrJUGogIbpMkGJ7hsWFiY0vf96iInJwddu3ZlZJ/V19fH9evXhW70FUXwc6fMz7io/n6R53P+y759+zBhwgS5blYW990miqo+51FRUejUqRM6d+6MIUOGoGPHjkoL/I+Li0ObNm0kWtbBwQFhYWFKGQfws/TfqVOn8M8//+DDhw9K6+dP8itz3rVr1/htGhoaOHHiBNq2bSvxdgQ/3wkJCeDxeAq5vpCYmCiUbUqZQXcJCQmMNmm/mwpnXlXHLOHKIviaJCYmKr3PV69eYfv27fzppUuXMrJj/W40NDRw8eJFzJkzB9u3bxcqNS5IS0sLy5cvx/z583HixAnGPEmD7v6UczIWi4VZs2ahoKCAkVFw+fLlGD16tMgMq+LMmTNHaP/JZrNhaGgIExMTODg4iMyqKYq416RwNjV5qPNroq2tjU2bNiErKwt79+7lt8+aNQs9evQQG3hP54+EEEII+R1Q0B0hhCiIpKVlz3A8wcF/J5rVrI3RwEl9TpL/NDweDw/+CURsiPgnD+1in8AuSnQpCZaWFux274JeodIG8ogK8MeFtcuKDLir2ao9Wo0cTwF3fxgrfSvc6nVLqJ3D4TBKGBgYGFAWCTlY6VupeghyKVu2LJYvX46RI0fy244cOaJWQXfOzs5CbR8+fEDr1q2V1ueyZcv4nxMbGxusXbtWaX2pkzlz5mDAgAHYuHEjrl69im/fvjHma2tro3Pnzpg6dSr/BmVycjJjGcEsC79UrVqVEXSnyJvpgtuqVq2awratKP369cOuXbvw5MkTAD+PJ44dO4Y1a9ZIvA0nJyeFve8NDAxga2uL6OhoftuHDx/Qp08fhWxf0tfEyMgIbDabf7M9PT1d4j4yMjIY07LctBBcR57+Bct6KUKtWrVw9+5diZcfPHgw4uPjAYgO0hRHmhuNkrKyEv5+rFKlisTr29jYwNDQkPF/TkhI+O2D7vLz89G3b188fPiQ3/YrI1XhctWSqFq1KmM6KCgIWVlZCilbKPgZ19bWFhsIIXjjX5rPGQB4e3sLBdxpamqiSZMmqF+/PhwcHGBpaQldXV2hkrKSBpOJUxKf86FDhyIuLg737t1jBFjk5ubi/PnzOH/+PMzNzdG/f38MGTIE9evXV/gYVCk7OxuXL1/GsWPHcOfOHbFZC01MTNC3b1+4u7uX8AhLt4kTJ+LkyZP86V/ZmyUpp1qY4P4kIyMDX79+lWq/Lo6oY0JlHctZWVkxjm/NzMykCroQ/D8IBvAVx9HRsdRmOhI8J0tPT0dwcLDYY39FmDdvHv8YsVatWkJZsX5HGhoa2Lx5M8aOHYuNGzfi5s2biImJYSxjYGCAXr16YcaMGfzM9ZKck6nL8b8qzZo1C/v37+fvBzIzM3Hu3DmJM14CgIuLi8LOyZycnKClpYX8/Hx+24cPHyTOQlqUrKwsRsZkQD1fk7Vr1+LEiRP848OIiAg8ePBA7DGcPMeVf8L5IyGEEEJKBwq6I4QQBZC0tCyXx8LpAk/G/BGNHSl4SoVeXw3F1zfxYueb/whEpS9nIPIVYrFgs2kjDBo0UMhYogM/48KaZSgoImtDjZZt0Xr0RLDYVCH+T6PJ1oStoXApKg6Hg3TefxeFjAyNKOjuD9ejRw+MGjWKfwMoJiYG4eHhcHBwUPHIfqpYsSKsra0RGxvLb3v79q1Sg+4Kl9iNiYmR+WKoYAnALVu2YPr06XKMTPns7OywdetWbN26FXFxcYiLi0N6ejqsrKxgb28PPT09/rI8Hg8BAQGM9cXdDG/SpAmjrJmiMoMUFBTA19eX0SZtYEpJ6dGjBz/oDgC/fLGqNGnSBKdPn+ZPK+o1iYmJEcqqIO410dTUhLW1Nf/mX1JSEgoKCsSWYCpMMJNa4YBySQmuY2RkJPG6gjdAy5cvL3X/xTEzM5NqX1c4q4YigzRlIeqmnrGxsVTbMDY2ZtyckiaTRGnE5XIxdOhQXL16ld+moaGBkydPol27dlJvr0mTJoxpDocDHx8fhWRufffuHWPazc1NbFYXwWwthb/PJTFr1ixGkEqnTp2wd+9e2NnZFbmeLJntBBUeq5GRkcjMQfJq2bIlWrZsiZiYGBw7dgxHjx4V+m5NTk7Grl27sGvXLlSuXBlDhgzB4MGDJS41rG54PB4ePXqEY8eO4dy5c0KlRX9hs9lo3bo1hg8fju7duzOOQUjx5s6dy8geBACbN29mPGwjqQYNGkBDQ4MRGPr27VuFBN0J7k+sra2V9t6uVq0a4/hLlu+lwn7376XCGjRoAE1NTUZg7Nu3b5UadFf4nMzX11fmjJ+C11AvXryI7t27yzEy5XN2dsaBAwcA/Mx+mpCQgKysLFhbW8Pe3h7a2tr8ZRMTExkPNxkYGIgNrlKH439V0tTURNeuXbF161Z+2/Pnz6UKulMkPT091K1bF69eveK3vX37FmPHjpV72z4+PkLZEtXxNTExMUGrVq1w6dIlftvz58/FBt3Jc1z5J5w/EkIIIaR0oDv2hBCiAJKWln3OdUEM/nvq1txAG11r2Sh1bES8wBexeHsjTOx8w5w4uH7cDzaPK3J+uaVLYCxFCZeixH4NwoW1S5GfKz6Nvqtna7QZM5kC7gghRTI1NVVqCTpFaNq0KWP6ypUrKhrJn6VcuXKoXbs2mjZtiipVqgjd7A4NDWVcdLa1tUW5cuVEbkvwAv/Xr1/h5ye6DLs0bt68KVSmRR1vJgAQygL1KyOZqgj+nx49eiSUJUMW58+fZ0yz2Ww0KOKBA0dHR/7vXC5X6GaEOILZ2WQZe+EblKK2WRTBcRb+OwhElk6WNghKsFyUIjK0qSsej4exY8fi33//5bexWCwcOHAAvXr1kmmbVatWFcoMKPj5lEVBQYHQ93BR+13Bz0ZUVJTEfX358oWROad69eq4cOFCsQF3APD9+3eJ+xElLS2NEfSp7M+4jY0N5s2bh8+fP+Ply5eYMGGCyH3S169fsWTJElSsWBHNmjWDl5cXIzBFWr8yb0nyI29p2cDAQCxcuBCOjo5o0aIFDh06JDLgztnZGWvWrEFERARu376NAQMGUMCdlP7++29s2LCB0bZ8+XKZH/4wNDQUKm+tiP2JqO0o8zhO8LuJvpckZ2BggLp16zLa6JysZNjZ2aFu3bpo0qQJKlasyAi4AyB0TlW7dm2xD1aqy/G/KlWsWJExreprH4KvyZUrV8RmfZWG4GtiYWGhkEBpZZDmNbG3twe70HVuaY4r1en80cjISK3K/RJCCCGkZNFde0IIUQBJS8te5DCDDAbVLw9dLcpIpQrRQSnwPh4odr5OQTpqftgBTY7oi7ZlJ02CWf/+ChlL/LdgnF+9BHkCQQaFuTRribbjplDAHSFEJrJmEVCWHj16MKZfvHiBT58+qWg05Jfr168zpjt06CB22ZYtWwplCDp8+LDcYzhy5AhjumrVqiKDfdSRqj9n3bp1Y9yQy8vLw4kTJ+TeruBr0rp16yIzydSsWZMxHRQUJFE/1tbWjJuOgYGByMvLk3yggFCWRGkyfAYG/ndcqKmpWWredyXFxcVFKPOZNIGmubm5+PHjB6Ptdy4tO2PGDBw8eJDRtn37dgwfPlzmbbJYLPTs2ZPRdvz4cblv5N68eVPotRTspzBZP+MA8PLlS8b06NGjhYINxJH3OKHwZxwQ/juUqX79+ti9ezdiY2Nx5swZdOzYUSiAgsfj4cmTJxg7dizKlSuHPn364MqVK4wSdeogKSkJO3bsQL169VCtWjWsXr0aERERQsuZmZlh/PjxePnyJQICAvDXX3/B1lY4azcp3tatW7FkyRJG26xZs4TapCUYAHz16lWh4ANp+fv74/3794y2ovYn8hIMGvv+/btU+0TBcrK/8/eSKILnZBcuXFBIwBaRjzTnZOpy/K9OVH1OJrhvjY+Px40bN+TaZkFBgdDrKvj5VWdFvSY6OjqMUt8RERFCAdHiCJ7rCZ4LSkLW88eEhARGdtSSPK4khBBCiPqhO/eEECKnokrLti2U5S6bp43b3P9KtGlpsDC4gXqU+vvTpMRl4uY+P3A5PJHzNXj5qOmzC7q5qSLnm/brh7KTJylkLInhoTi3ajFys8SnwK/WtAXaTZgGNpsCNAkhxUtPTxfKBmNlZaWi0YjWu3dvoYuZy5cvV1p/K1aswN27d6X+EXT8+HHGfFmzFamrwhmZgJ/BEOIYGBgIzffy8pLqyXRBHz58wOXLlxlt06ZNEyohpS4EgwwsLS1VNJKfypcvL3TzZcOGDYzMTtK6cuWK0M3z4rLquLm5MaYlzYCora2NOnXq8Kfz8vLw9OlTyQaKnwErDx8+ZLRJmpEjNzcXX79+5U+7urqKLa35p9LT0xMqbytYQrAovr6+jJJYRkZGsLH5PTN+L168GNu2bWO0rV69GpMnT5Z729OmTWNMJyQkYOfOnTJvj8vlYsWKFYy2evXqoWHDhmLXsbS0ZGSm8/f3l7g/weC+wjdZi/PgwQOJlxVFcF8krny6Muno6KBPnz64fv06oqKisGHDBlSvXl1oudzcXJw7dw7dunWDjY0NpkyZgtevX5f4eAuP5+zZs+jatStsbGwwdepUvHnzRmg5DQ0NdOjQAadPn0ZsbCz27NmD+vXrq2DEv48DBw5g5syZjLaxY8di48aNcm977NixjO+6/Px8rFy5Uq5tCgYC2traok+fPnJtsyhNmzZlZCXKy8uTKvOy4PeYNPuk38G4ceMY5Rlzc3Oxbt06pfW3b98+qc/Hjh8/LrQdwWXUNSu2LDgcDs6ePcuf1tDQwIgRI8Qury7H/6oUHh7OmFb1tY9GjRrBw8OD0bZ8+XKh0rDS2L17t9AxlOAxoTqR9jUpfP7I4XDw+bPo+yyC3N3dGUGnb968keq9HxwcjMjISP60tbW1xCVi1eG4khBCCCHqg4LuCCFETkWVli0cdHeX64YM/FeqoktNG1ga0828kpadnodrO32RmyXm6WceDy7+B2GUESlytlGbNii3ZLFCAgCSoyJw9u+FyMlIF7uMc+PmaD9xOgXcEUIkdv36dfB4/wUVW1hYwNraWoUjEqapqSl04f7s2bM4d+6c3NsW9RR5zZo10bp1a6l/BDVu3Jgx397eXu7xqotbt27h+fPn/OkaNWoUe6N8ypQpjKfWMzIyMGXKFJn653A4GD9+PONmhLm5OYYNGybT9krCtWvXGNM1atRQ0Uj+I3hjPioqCosXL5ZpWxkZGZg6dSqjrVq1amjfvn2R6wmWj5YmMKt58+aMacEsG0W5e/eu0E0TSUsu+fr6MjLjNGvWTOJ+/ySCN3WlKUVY+AYyADRp0kRsqbTSbMOGDUJBK/Pnz8f8+fMVsn1XV1e0bduW0bZkyRLGe18au3fvxtu3bxltgvsRUQp/ztPS0hhBq0UpfHwCQOJslrm5uTh06JBEy4ojuC9S9ee8XLlymD17Nvz8/PDmzRtMnjxZZJatpKQk7Ny5E/Xr10fVqlWxcuVKucvCSoLH4+Hp06f8zHt9+/bF1atXRWbec3V1xfr16xEVFYUbN26gb9++0NHRUfoYf3f//vsvxo0bx/jcDBo0CHv27FHI9suWLYuhQ4cy2nbu3CnV93Zh165dw8WLFxltU6ZMgaampsxjLI6mpiY6d+7MaJPnu8nT01MRwyo1zMzMMGrUKEbb5s2b8erVK7m3LeqcrH79+lKfj4kKqBNcxsLCQu7xqov9+/czvtM7duxY7EMK6nD8ryo8Hk/onEwdMo7NmDGDMf3+/XuZH5KIjo4Wej3bt2+vtlm5c3JycO/ePUZbca+JrOePhoaGjIC9rKwsnDlzRsKRQujYUvBctCjqdlxJCCGEENWioDtCCJGT5KVlmzDmj2hcQanjIsIK8jm4sccPaUni09RXDj4Hi2TRT0bru7vDZuMGsBRwg/B7TBTOrFiA7PQ0sctUadAEHSbNpIA7QojEsrOzsXTpUkZb586dwVbD0tSTJk1CvXr1GG0jRoyAt7e3TNvj8XjYtGkTunXrpojh/VGSkpKEguU2bdpU7Hrly5fHsmXLGG2XLl3CggULpOqfx+Nh1KhRQll8du3aBX19fTFrqdaDBw9w5w7zGLBr164qGs1/GjZsiDFjxjDatm7div3790u1ndzcXPTo0YORpUBDQwNeXl7FPnhQpUoVODo68qcfP34scb+jRo1ibP/EiRMS3XThcDiYO3cuo62oTI2CHj16xJhu166dxOv+SXr37o0yZcrwp589eybRPjs2NhYHDhxgtPXt21fh41O1ffv2Cb0PJ0+ejNWrVyu0n507d8LAwIA/nZ6ejo4dOwpluS3OrVu3MGvWLEZbhw4d0K9fv2LXFfyMSPo5L1euHGNa0myWixcvlqqcsSiFP+eWlpaMzJqq5u7ujh07diAmJgbnz59Hly5dRAYqffnyBYsXL4aTk5NUQcmy6NmzJ5o2bQovLy+kpqYKzTc3N8ekSZPw5s0b+Pv7Y86cOUKvL5HdtWvXMHToUHC5XH5b9+7dceTIEYUe169evZrxcA6Hw0G3bt0QGhoq1XY+fPiAwYMHM9pq1aolFHiiDGPHjmVM7927V6IyuTdv3mQEHWtoaPx2WawlsWzZMsZxG4fDQffu3aXKGFhYfn4+Zs+ejUmTFFMd4k8SEhLCCK7S0tLC2rVri11PHY7/VeXw4cNC5ePV4Zysf//+QsdKc+bMESodXJyUlBR07NgRaWn/XTs2NDTEjh07FDJOZVi9ejXjuEFfX1/kA42FyXpcCQif8y1ZskSibHfh4eFCmakFP0dFKXxcqampiVatWkm8LiGEEEJ+P+p3940QQkoRSUvLJvOM8IT7X/YTD0cz1LAzUfr4yH94XB4eHA1A3LcfYpexjX4Eu+iHIufpVK0Ku927wFbAE/upcbE4u2IBsn6kil2monsDdJwyG+zfMAMIIaR4c+fOFVm2qyjfv39H165d8eXLF36bhoZGidzskoWWlhb+/fdfmJj8932YkZGBDh06YOfOnYysU8Xx9fVFixYtMHv2bKnW+13Fx8eLvEEuSnR0NNq2bYvg4GB+28CBA9GmTRuJ1v/rr7+Enupes2YNpkyZgsxM8aXTf0lJScGgQYNw9OhRRvuQIUMkCvyQR1BQEBYsWCB1oMrjx4+Fbsq6u7sLPaGvKlu3bhXK8DZhwgSsWrVKos9HVFQUOnfuLJShYMGCBRKX7+rUqRNje4XfX0WpUqUKI2MNl8tFr169iixbzOPxMHr0aPj6+vLbDAwMMH78eIn6BMAoS6uvr48WLVpIvO6fxNjYWChj27Bhw4rMupWVlYUBAwYw9kn29vYYNGiQkkapGidPnsTEiRMZbSNGjMD27dsV3lflypWxdetWRpu/vz9atGghcZDEkSNH0LNnT0amOQsLCxw+fFii9du3b8/IVChpwHyjRo0Y03v37i12/7Bv3z65S2kmJCQgICCAP92hQwe1DCDQ1tZGz549ceXKFURHR2Pz5s2oVauW0HI8Hk/i73lZpaSkCLX9yip27tw5xMTEYOfOnVROTQkePnyIPn36MLIKtm3bFqdPn1Z41jhzc3McPXqU8XmIjo5GixYtJA56uHbtGtq2bYsfP/671qKrq4sTJ05AW1tboeMVpUmTJozjjuTkZAwcOBA5OeIftgwODhbK8NanTx9UrFhRaeNUV6ampjh9+jQje3VcXByaN2+OU6dOCWUoLcqjR4/g7u6OTZs2SbXe7yoiIgJZWVnFLwggICAArVq1QnJyMr9tzpw5EmczU4fjf1k9evQI69evl/h/9cvZs2cxYcIERlufPn3g4OCgyOHJhMVi4ciRIyhbtiy/LT8/H71794aXl5dEn4+AgAC0bt0aHz9+ZLRv27YNlSpVUviYCzt79iz2798vMrutODweD9u3bxfK+Dxp0iTo6ekVua6DgwNcXV3509I8iDlo0CBG+dro6Gj07du3yGzKqamp6NatG+M9V6dOHbRs2VKiPgsKCvDs2TP+dOPGjRnXtQghhBDy56GgO0IIkYOkpWWvchqiAP9dHKUsdyXv9bVQfH2bIHa+ebI/Kgefg6hbL1q2trDfvx8axsZyjyMtMQFn/l6AjBTxN/gr1HFH5+nzoKHEMiyEEPV2584d1KtXD/Xr18fmzZvh4+Mj8oInj8dDYGAg/v77b1StWlXoIvmMGTPUouSlOBUqVMDZs2cZF2Fzc3MxZcoUVK9eHVu3bkVQUJDIdaOiorB37160a9cOderUEcpU9Sd78+YN7OzsMGbMGNy6dQvp6cJlzENCQrBq1SpUq1YNHz584LdXqlRJqiARNpuNf//9V+jC/86dO1G9enVs27YNsbGxQuuFhYVh3bp1cHFxwalTpxjzGjRogN27d0s8BlllZ2djzZo1sLe3R//+/XHu3DmxJRqzs7Nx7949DBw4EJ6enoxgBx0dHWzYsEFtAjj09fVx8eJFRqktLpeLRYsWwc3NDQcOHBAZaPj582csXrwYrq6uQvuSbt26YcmSJRKPYeDAgYzpS5cuSbzu7t27YWpqyp8ODw9HnTp1cOjQIaFAzpcvX8LT01Mo49PGjRuLLcX1S0ZGBh48eMCf7tatm9pmWFQHkydPRtWqVfnTkZGRaNiwIf755x9GgAOXy8WDBw/QuHFjxv6ZxWJh//79jJv7pd29e/cwbNgwRkYqZ2dn9OvXD/fv38e9e/ck/pG0nNbo0aOFgvw+fvwINzc3TJ48GS9fvhRa51fJrRYtWmDEiBHIzs7mz9PX18fZs2cZNy2LYmVlxbgxeePGDYluzFaqVAkNGzbkT6enp6NZs2Y4e/asUFCAr68v+vXrh/Hjx4PH46FatWoSjU2UK1euMG5wC+6j1JGlpSVmzJgBHx8ffPjwAdOmTVNZCcWaNWti06ZNiI6OxtWrV9GrV68SCab6E/n7+6Nr166M/Wm5cuUwadIkPH78WKr9SeGAgKK0adMG69atY7SFh4fD09MTQ4YMwf3798HhcBjz8/Pzcf36dfTs2RNdunRhZJbT0NDA4cOHGQEUyrZ+/XrG+cTdu3fRpEkTPHz4kPHZz87OxpEjR9CoUSPG8amFhYXcwb2lWb169eDl5cXIopiSkoKBAweifv362LdvHyIiIkSuGxISgi1btqBRo0bw9PQUChD6k125cgXly5fH9OnT8ejRI8b37i9+fn6YO3cuateuzcgw17BhQ6lKxKrD8b+sUlJSMG/ePNja2mLUqFG4du2a2Oy26enpuHLlCjp16iQUWFWmTBmJsrWXlHLlyuHcuXOMfVNOTg7Gjh2LZs2a4dSpUyIfUnvz5g2mT5+O2rVr4/3794x5kyZNwsiRI5U+9ujoaIwbNw7ly5fH1KlTce/ePbEPqiUnJ+PkyZNo0qQJpk2bxtjnVqhQQeL3UOFjs+joaEYm0qLo6+vDy8uL0Xbz5k3Uq1cPd+/eZRyf5+Xl4fz586hduzbjgS1tbW2pMgg/fPiQEWheGo4rCSGEEKJcdDefEELkIEtpWVtTPbR1kexmBlGMgOexeHsjTOx8w4wouH4+BDaPKzRPw8wM9ge8oGVlKfc40pOTcGbFfKQnJYpdxqFmHXSduQCav9GNSEKI7F6/fs0vuamtrQ1bW1uYmppCW1sb6enpiIyMFBlQBfzMPiR4A00dtWnTBnfv3kWfPn0YN7+CgoIwY8YMzJgxAyYmJrC0tISZmRlSU1MRGxsr9u+m0mY/ZWZm4sCBAzhw4ABYLBYcHBxQtmxZ5OfnIy4uTuSNDCcnJ9y5cwfm5uZS9WVtbY1Hjx6hW7dujIvjYWFhmD59OmbMmAFLS0tYW1uDy+UiJiZGbNmv9u3b4/Tp0zA0NJTuD5ZDVlYWTp8+jdOnTwMAzMzMYGlpCRMTExQUFCA1NRXh4eFCN5yBnwF3x44dQ+3atUtsvJJwcXHBo0eP0KVLF4SEhPDbP378iDFjxmD8+PGwsrJCuXLlkJubi5iYGJFZjQBg+PDh2Ldvn1TZdRo1agQnJyd8+/YNAHDhwgXMnj1bonXt7Oxw/Phx9OrVC7m5uQB+lkAeNWoUJk+ejAoVKkBPTw+RkZFISBB+oGLkyJFSZbm7efMmI7hBsDweYdLV1cWFCxfQrFkzfjaWuLg4DBs2DBMmTICTkxO0tbURHh7OyNbyy8qVK9G+ffuSHrZSPX36VChgLDAwUKa/s3nz5ozMi0XZuXMnTE1NGeVr8/PzsWvXLuzatQtGRkawsbGBkZEREhISEBsbKzIwzsLCAhcvXpQ6k82QIUNw9+5dAD9vmHt7e6Nt27bFrrdx40Z4enryxxIbG4u+ffvC0NAQlStXBpvNRlRUFON7ysDAACdOnEDdunWlGuMvFy9e5P9ubW1d6kqA1a5dG1u3bsWGDRtw48YNHDlyROlBb5aWlpg6dSqGDx+uVqV4f3dv374VOsaNi4tDt27dpN6Wg4NDkZlIC5szZw4MDAwwbdo0/v6Mx+Ph+PHjOH78OPT09GBjY4MyZcogKSkJMTEx/O/owgwMDHDs2DH06NFD6vHKw8XFBQcPHsTgwYP5ARbv3r1DixYtYG5uDgcHB+Tl5eHbt29C2bT09PRw6tQp2NraluiY1c2wYcNgYmKCYcOGMUpZvnnzhp+BvUyZMrCwsICxsTGSkpIQHx8vNjtZ4bLFf7Lk5GRs27YN27Ztg4aGBipUqAAzMzNkZ2cjNjZW5LGSh4cHrl69Cl1dXan6UvXxv7xSU1Nx6NAhHDp0CMDP45OyZcvC2NgYeXl5+P79OyIiIkRmiTM1NcXdu3dhb29fYuOVRPPmzXHnzh306tWLcd7y9OlTPH36FJqamrC2toaVlRXS09MRExMj9jrHggULhLLIKVtcXBx27NjBL2drbW2NMmXKwMjICNnZ2UhKSkJ0dLTIdcuXL48HDx5IfF4/aNAgLFq0iP/6XrhwQeJsul26dMGiRYsY/x9fX1+0bdsWZmZmcHBwAIfDQVhYmND/l81mY+/evahZs6ZEfQHM40odHR306dNH4nUJIYQQ8nuioDtCCJGRpKVlv3HLwZf3X4mKYY0coKlBiUZLSlRQCh6eCBQ7Xzs3FTX99kCTI3zBmKWvD/t9e6FTQf7MhBkp33H27wX4kSD6aU0AsHetiW6zF0KTsgYQQkTIy8tDaGhoscsZGxtj7dq1GD9+vNpk3ipO48aN8fHjR8ydOxdHjx5lPI0MAD9+/GA8SSyKgYEBZs2ahblz5ypzqKUSj8dDWFhYkTdeu3btioMHDzJK4EjDxsYGT58+xd9//42NGzcybsTyeDzEx8eLzVgAAEZGRli2bBmmT5/OyLKhCikpKWJvQBXm7u6OzZs3q202yWrVquHdu3eYN28evLy8GJ8rDoeDmJgYxMTEiF3f0tISGzduxJAhQ2Tqf8KECZgzZw6AnxnpgoODJS6F1KlTJ9y+fRt9+/Zl3KDKzs7G58+ij781NDQwd+5cRgCSJI4dO8b/vUKFCr9dQJgyuLi44OHDh+jRowejNGhWVhb8/f1FrqOtrY1du3Zh9OjRJTXM3x6LxcKqVavQrFkzTJw4kR/k+kt6errYbLG/9OzZEzt27JA4M2Rhffr0wcyZM/lB1MeOHZMo6K5Ro0bw8vLCmDFjGEGAGRkZjMyrv5iZmeHChQsyB37Fx8fjzp3/HpYbO3YsozRuaaKlpYVu3brJFIAlrTNnzii9D6JeJk6cCA8PD4wdOxY+Pj6MednZ2QgJCWEE8ghq3rw59u3bx8iGWpIGDBgALS0tjBgxAhkZGfz25ORkkYFNwM8AkosXL6J+/folNUy11r17d/j6+mL69Om4fPmy0Pzv37+LzXb1i7m5ORYtWoRJkyYpa5ilFofDKbKkOovFwqhRo7B161YYGBjI1Ieqj/8VKTExEYmJ4h9a/qVNmzbYt28fKijg2q0yNGnSBD4+PpgyZQrOnz/PmFdQUIDIyEix2daBn+cnu3fvVotzlNjYWJFZ7AUNGDAA27ZtkypDr4ODAzp27Ijr168DAE6ePImVK1dKfG3g77//hrm5OebNm8fIgFjUub2xsTEOHz6Mnj17SjzOvLw8xjFS//79YWZmJvH6hBBCCPk9UdQHIYTISNLSspc4TYD/Fy3V1WKjn3t5ZQ+N/F9KXCZu7fMDlyP8FCQAsDm5qOW3F7q5qcIzNTVht20b9KR40k2czNQUnF2xACmx4i9s2VR1Qfe5i6GlI92TrISQ39OpU6ewbt06tG7dGsYSlLZmsVioWbMmNmzYgODgYEyYMKHUBNz9UrZsWRw6dAhfvnzBnDlzJLporqOjg+bNm8PLywuxsbFYvny5zDcofie1atXChAkT4ODgUORyGhoaaNeuHW7fvo3Lly/LHHD3i46ODlauXImQkBDMnz8fjo6Oxa7j7OyMlStXIiwsDDNnzizRgDtXV1fcunULU6dORc2aNSUKwtDT00O3bt1w6dIlPHv2TG0D7n4xMTHB3r17ERAQgClTphRbOpLFYsHNzQ3btm1DaGioXDfcRo8ezf888ng8HDx4UKr1mzdvjuDgYCxYsKDIgCBdXV10794dHz58kDrgLjY2Fjdu3OBPT5kyReVBn6VF9erV8fHjR6xcubLIbDaGhoYYPnw4vnz5QgF3StKuXTsEBgbiyJEjaN68ebH7sl+ZjN68eYPz58/LFHAH/PzsjRs3jj99/vx5RuntogwbNgyPHz9Gs2bNitz+yJEj8enTJ3h6eso0RgA4evQoP3OXtra2VJkwCfnTeHh44P3797hw4QI6duxYbEZFfX199O7dG/fu3cPDhw9VFnD3S+/evREQEIAxY8YUWSre2toay5Ytw5cvXyjgToCjoyMuXbqEDx8+YOLEiRJlETcwMECHDh3w77//Ijo6GtOnT/+tysjLytPTE8OGDSv2f6ijo4NevXrh5cuX8PLykvt8VpXH/7Jo27YtLly4gDFjxqBq1aoSXccwNjbGwIEDcf/+fdy5c0dtA+5+sba2xrlz5/D27VuMGDECpqamRS6voaGBZs2a4fDhwwgKCirxgLsRI0bgxIkTGDJkiETn9MDP6znjxo3DmzdvcPLkSakC7n6ZPn06//fw8HB+RmVp1g8ICMDgwYOLzLBnbm6OKVOmIDg4WKqAOwC4dOkSI2v/tGnTpFqfEEIIIb8nFk9UPmZC1MinT59QvXp1/rS/vz9cXV1VOCIiSlpaGry9vfnTLVq0kChIoDTrd62fyEx3rrm5+Dfmv0wuzXK3IIL38wJHz7q22Ny3dkkN8Y+WnZ6Hc+veIi0pR/QCPC5q+O+HRbKfyNk2G9bDpEsXuceRlfYDZ1csQFJkuNhlrCtVRa+Ff0OniIvCpPQrKCjA169fGW2VK1eWu1wHh8NhlEcwMjIqtdk7iGhcLhdfv35FcHAwIiIikJaWhvz8fBgZGcHExASOjo6oW7duiX7vLlu2DMuXL+dPe3t7y3VDXJyoqCh8/PgR4eHh+PHjBzgcDkxMTFCmTBlUrlwZtWrVUnp5tdIuOjoavr6+CAsLw48fP8DlcmFiYoLKlSujfv36xV7wl1doaCh8fX0RERGB9PR0sFgsGBsbw9HREXXq1FFKKS9PT088evSIPy3pKW9mZiY+f/6MkJAQJCQkICMjA2w2GyYmJjAzM4OrqytcXFz4+9jSuv8NCAjAp0+fEBUVhYyMDGhoaMDU1BROTk5wc3OTO/iysNmzZ2PTpk0AfmbOiIiIgI6Ojkzb8vHxwadPn5CQkIDc3FxYWFjA3t4eTZo0KfLGelFWrFiBpUuXAvhZMi00NPS3P4dRBi6Xi/fv3+Pjx4+Ij48Hm82GhYUFKlasiIYNG9J+uoSlpaXh3bt3CA4Oxvfv35GXlwd9fX3Y2NigWrVqqFGjhsL2VfHx8XBycuKXF9y8eTNmzJgh1TbCwsLw7NkzxMbGIjc3F6ampqhatSoaNWok9rMt6f6Xy+WiatWq/MxCo0aNwoEDB6QaHyl9jhw5ghEjRvCnDx8+jOHDh6tuQKVYdnY23r17h69fvyIxMRG5ubnQ1dWFlZUVqlatijp16ih8H//w4UO0aNGCP7106VIsW7ZM6u1kZ2fjxYsXCAwMREpKCvT09GBhYYGaNWuiVq1aChyx7BwdHREe/vNakTTlgH8ZPnw4jh49yp8ODQ2VOEBGGiEhIfD390dkZCTS09PB4XCgq6sLMzMzVK1aFfXq1aPv+mJ8+/YN/v7+/PN54OexZ9WqVVG/fn2Zj2UlVZLH/7/I+v5OTU3F58+fERoaioSEBGRmZkJbWxsmJiYwNzdHjRo1UKVKlVL3kGFhXC4Xfn5++Pz5M2JiYpCVlQVtbW2UKVMGFStWhLu7u1LOSQr/z5o3b46HDx9KtF5iYiICAgIQGhqK5ORkZGVlQVdXFyYmJrCwsEDt2rUVtu9xd3fHu3fvAPzMxi8q66Yk8vLy8Pz5c4SGhiIxMRFsNhuWlpaoUqUK6tWrJ/ODVi1btuTfA2vVqhXu3bsn03ZkVVqvQRBCSGlH+1/FUta9UlXGFFF5WUIIkYGkpWXfcSvzA+4AoJ+7vdLHRoCCfA5u7PETH3AHoHLwebEBd5Z/zVNIwF1ORgbOrVpcZMCdlVMl9FywnALuCCFisdlsVK1aVeWZI1TBzs4OdnZ2qh5GqWZra6uUwDZJVahQQe0zD/xiYGAADw8PeHh4qHooSlWtWjVUq1atRPqaO3cu9u7di8zMTCQkJODo0aMYO3asTNuqXbs2ateurbCxZWdnY+fOnfzp2bNnU8CdjNhsNtzd3eHu7q7qoRD8zP7SokULRtCKslhZWWHSpEnYsGEDAGDr1q2YMmWKVBdKHR0dlRIkAgAXLlzgB9xpa2tj8eLFSumHkN+Vnp4emjRpgiZNmqh6KFLT09NDy5Yt0bJlS1UPpdSrWLEiKlasyJ8WvOlINxyL5+TkBCcnJ5X1X5LH//IyNTVFo0aN0KhRI1UPRWnYbDZq1aqlNgHAxbGwsICFhUWRGYoVZcWKFejUqRMA4OrVqwgKCpLpWpi2tjY8PT0V+nDo27dvGUkn/v77b4VtmxBCCCGlG9VNIYQQGUhaWvYi578Lk47m+qhXoYxSx0UAHpeH+0cDEPfth9hlbKMfwS76och55qNHwVwBT8HnZmXi/OrFSAz7JnYZC4cK6LXwb+gaiE95TwghpUGLFi3AYrEYP9JmaiBEFsOHDxd67xXOckdUy9LSklFyZ+PGjeBwOCoc0X8OHTqExMREAD/HOWXKFBWPiJDSae7cufyA1YiICJw6dUrFI/rP+vXr+b+PHj262LLr5Pc0YsQIoWMFSbP7EOUKCwsTem1KImBYHYWHhwv9L6QNFqlQoYLQNggpCZ6enkLvvV9Z7ohqODo6lsr9QceOHdG4cWMAPzPWFz6WU7V169bxf+/YsSMaNmyowtEQQgghRJ1Q0B0hhMjgTrjooDvX3FzYFfy8kZjP08A1TgP+vD7u9qXmBLc0e30tFMFvE8TON0/2R+XgcxD1Sph06waLWbPkHkNedhbOr1mKuJCvYpcxtyuP3otWQs/QSO7+CCGEEELU1fz582FjYwMA+Pr1K6MMmqpkZ2dj9erV/OnVq1fD0JAegiBEFmXLluWXaQaA5cuXIz8/X4Uj+unSpUt48+YNgJ9Zc5YvX67iERFCCCGEkOJs3bqVX/71n3/+wZcvX1Q8IuDDhw84f/48AEBLSwubNm1S8YgIIYQQok4o6I4QQqQkaWnZh9zaSMXPgCo2C+jtRuXxlC3oVRze3ggTO98wIwqunw+BzeMKzTNo1hTWK/+WOzAyPycHF9etQOyXQLHLmFnbos/iVdA3NpGrL0IIIYQQdWdoaMjIULBs2TLk5OSocETAtm3bEBMTAwBwc3PDiBEjVDoeQkq7KVOm8MvWhYSEYP/+/SodD5fLxaJFi/jTy5cvR9myZVU4IkIIIYQQIgl3d3eMHDkSAFBQUICFCxeqeEQ/HyTj8XgAgMmTJ8PZ2VnFIyKEEEKIOtFU9QAIIaS0kby0bGP+7y2qWsLKWFep4/rTxQSn4sGxALHztXNTUdNvDzQ5uULzdGvVhN3WrWBpack1hvy8XFzasAJRAf5ilzG1skafJatgYGomV1+EEKJKQ4cORZMmTYpcply5ciU0GvInmzt3LgYPHqzqYZBiDBo0CIMGDVL1MPj++usv/PXXX6oeBiG/DS0tLXz+LPrBNFVgs9nw9xd/TkZ+b+3atcPdu3eLXKZWrVolNBpSlHLlyhX7Wjk5OZXQaEreiRMnkJ2dLXa+mVnR143oOJioi02bNiElJUXsfD09vRIcDQHk37+ompeXF7y8vFQ9DL5bt26pegiEEEIIUWMUdEcIIVKSpLRsGk8P97l1+fP6etiXyNj+VD8Ss3Fzrx+4BTyR89mcXNTy2wvd3FShedpOTrDfuxdsfX25xlCQn48rm1Yjwv+j2GWMLazQZ8kqGJWhLAuEkNLNycnpt74BRkoPFxcXuLi4qHoYhBBCCFET1tbWsLa2VvUwiAR0dXXRunVrVQ9DZRo3blz8QkWg42CiLtzc3FQ9BCJA3v0LIYQQQgiRHJWXJYQQKUhaWvYmpz5yoQ0AKGuog5bOliUyvj9RbnYBru/yRU5GvugFeFy4fj4Mo4xIoVmaVlYof8ALmnI+3ccpyMfVLWsQ5vNO7DKG5mXRd8kqGJel9wIhhBBCCCGEEEIIIYQQQgghhBBSmlHQHSGESEHi0rLc/0ru9aprCy0N2t0qA5fDxW0vf6TEZYldplLIRVgk+wm1s42NYe+1H1o2NnKNgVNQgOvbNuDbu9dilzEwK4O+S1bDxJJKLRJCCCGEEEIIIYQQQgghhBBCCCGlHUWBEEKIFCQpLRvDK4NXXGf+vD7uVFpWGXg8Hp6c/orIz9/FLmMT8xT2UQ+E2lk6OrDfsxu6VarINQYuh4Obuzbj6+vnYpfRNzFFn8WrYFZOvuA+QgghhBBCCCGEEEIIIYQQQgghhKgHCrojhBAJSVpa9jKnMXj/3726O5ihkqVhiYzvT+P3MAr+j6PFzjdLCUKVr6fBEpzBZsN2y2bou7nJ1T+Xy8HtPVsR9Pyx2GV0jYzRZ9FKmNtS4CUhhBBCCCGEEEIIIYQQQgghhBDyu6CgO0IIkZDEpWU5/5WW7UtZ7pQizC8JT898FTtfPyse1T95gc3jCs0rt3wZjFq2lKt/HpeLu/t34fMTb7HL6BoYos+ilShb3lGuvgghhBBCCCGEEEIIIYQQQgghhBCiXijojhBCJCRJadnPXAd84f0MtDPQ1kCnmtYlNr4/RXJ0Bu4c/AQeT/R8zfwM1PTbA62CbKF5FtOnwaxPH7n65/F4uH9oL/y9xQdhauvpo9fCv2Hp6CRXX4QQQgghhBBCCCGEEEIIIYQQQghRPxR0RwghEpC0tOxFTmP+751r2sBAR1PpY/uTZKXl4fquj8jP4Yicz+IWoIa/F/SzE4XmmQ0aBPNx4+Tqn8fj4eFRL/jevSF2GS1dPfRasALlKlaWqy9CCCGEEEIIIYQQQgghhBBCCCGEqCcKuiOEEAlIUlqWy2PhcqGgu74eVFpWkQryOLix5yPSv+eIXabql1Mw+xEs1G7Uvj2sFswHi8WSuX8ej4cnJ4/g/c0rYpfR1NFBz7+WwqaKs8z9EEIIIYQQQgghhBBCCCGEEEIIIUS9UdAdIYRIQJLSss+4rkiAGQCgkqUh6pY3Lanh/fZ4PB4e/BOA+NA0scuUj7gDm7iXQu369erBZv06sDQ05BrDi3Mn8ebKebHzNbW00WPuEthVqy5XP4QQQgghhBBCCCGEEEIIIYQQQghRbxR0RwghxZC0tOwlThP+7/3c7eXKqkaY3lwPw9e3CWLnWyT6oOI34Qx0OpUrw27nDrC1teXq/9XFM3hx7pTY+Rqamug2eyHKV68lVz+EEEIIIYQQQgghhBBCCCGEEEIIUX8UdEcIIcWQpLRsNk8bt7nuAABNNgs96tqWyNj+BF/exOHNtVCx843SI+AScBQs8BjtmuXKwd5rPzSMjeXq/931S3j67z9i57M1NNFl5gI41naTqx9CCCGEEEIIIYQQQgghhBBCCCGElA4UdEcIIcWQpLTsXa4bMqAPAGhdzQplDXVKbHy/s7hvP/DgaKDY+dq5qajptxca3DxGO9vYGOW99kOrXDm5+v9w+xoe/nNA7HwWm43O0+eiols9ufohhBBCCCGEEEIIIYQQQgghhBBCSOlBQXeEEFIESUvLXihUWravh53Sx/UnSEvKxo09H8Ep4Iqcz+bkopbfXujk/WC0s7S0YL9rJ3QqV5arf78Hd/Dg0F6x81ksNjpOmY3K9RrJ1Q8hhBBCCCGEEEIIIYQQQgghhBBCShcKuiOEkCJIUlo2iWeMp9waAAArYx00q2xRImP7neVlF+D67o/ITs8XvQCPC9eAozDKiGS2s1iw2bAe+h4ecvX/+Yk37uzfIX4BFgvtJkyDc6NmcvVDCCGEEEIIIYQQQgghhBBCCCGEkNKHgu4IIaQI4krLuhQqLXuV0xAF0AQA9Hazg6YG7VrlweVwcfvAJ3yPyRS7TMVvl2GR5CvUbjV/Pozbt5er/6AXT3Fr1xaAxxO7TJvRk+DavJVc/RBCCCGEEEIIIYQQQgghhBBCCCGkdKLIEEIIEaOo0rLtCpWWvcRpzP+9r7u90sf1u3t2LhgRn5LFzreOfYHykfeE2suMGokyQ4fI1Xfwm5e4sWMDeDzRJW0BoMXwcajZWr7APkIIIYQQQgghhBBCCCGEEEIIIYSUXhR0RwghYkhSWvYbtxx8eRUBAA2cysDB3KBExva78nsYhY/eUWLnm6Z+QdUvp8ASaDfu3BmWs2bJ1Xfoh7e4umUtuByO2GWaDR6Juh26yNUPIYQQQgghhBBCCCGEEEIIIYQQQko3CrojhBAxJCkte4nTBPh/CFg/D8pyJ4+IT8l4cuar2Pl6WQmo4X8AbB4zKE6/YQPYrF4FFlv2r7RwPx9c3rQKXE6B2GUa9xsCjy49Ze6DEEIIIYQQQgghhBBCCCGEEEIIIb8HCrojhBARJC0te5H7s7Sska4mOlS3LpGx/Y6+x2Titpc/eFyeyPma+Vmo6bcHWgWZjHYdZ2fY7dgBlra2zH1HffbHpfV/g5OfL3aZBj37oUHPfjL3QQghhBBCCCGEEEIIIYQQQgghhJDfBwXdEUKICJKUln3LrYJInhUAoFttG+hqaZTI2H432el5uL7bF3k5osu6srgcVP/kBYPsBEa7lo0N7Pftg4ahocx9x3wJxIV1y1GQlyt2GfcuPdGo72CZ+yCEEEIIIYQQQgghhBBCCCGEEELI74WC7gghRATJSss25rf3dafSsrIoyOfgxh4/pCXliF2m6td/USb1C6NNw8QE9ge8oGVlKXPf8d+CcWHNUuTnZItdpna7zmg2aARYLJbM/RBCCCGEEEIIIYQQQgghhBBCCCHk90JBd4QQIkCS0rL5PA1c4zQAADiXM0INW5MSG9/vgsfjwft4IOK+/RC7jH3kPdjEPme0sXR0YLdnN3ScnGTuOzE8FOdWLUZuVqbYZWq0aoeWw8dSwB0hhBBCCCGEEEIIIYQQQgghhBBCGCjojhBCBEhSWvYhtzZSYQQA6OdhT4FZMnh3MwxfXsWLnV826SMqhVxiNrLZsN20Efp168rcb3JUJM6uXIScjHSxy7g0a4k2oyeBxaavSUIIIYQQQgghhBBCCCGEEEIIIYQwUTQBIYQIkKS07MX/l5bV1mCje23bEhvb7+Lr23i8uhIqdr5hRhRcAo6ABR6jvdziRTBq3VrmflNio3F25UJkp4nPrle1UTO0mzCNAu4IIYRIZMyYMWCxWGCxWOjTp4+qh4Px48fzx9OzZ09VD4eQP0Z+fj5cXFz4n79du3apdDxcLheurq788Wzfvl2l4yktjhw5wv+fift5+PChqodJ/gDLli0r9r0YFham6mH+8Z4+fcp/PQwNDREfL/7BwpLw77//8sdjb2+PrKwslY6HEFI6FPd9M3z4cFUPkfwBwsLCin0vLlu2TNXD/OOp23lveno6LCws+OO5cuWKSsdDCCHkz6Sp6gEQQog6kaS0bBpPD/e5PzOttXW1gpmBdomN73cQH5qG+0cDxM7Xzv2Bmn57oMnJZbSbjxsHswEDZO73R0Iczvy9EJkp38UuU8mjITpMmgk2W0Pmfggh5E/z9u1bXLt2jT+tpaWF6dOnw8DAQIWjKhlv377FoUOHAACamppYtWqVikcELFmyBP/88w+ys7Nx8eJFPHjwAC1btlT1sIicgoKC8OnTJ0RGRiIjIwMaGhowMzNDhQoV4ObmBnNzc4X1xePx8O3bN4SEhCAyMhKpqanIzs6GgYEBTE1N4ezsjNq1a0NPT09hfYrC4XCwfft2/Pjx38MSjRo1Qtu2bZXar6x27NiBgICfx7gVK1bE2LFjVToeNpuNlStX8oNvly1bhkGDBin0vUJkl5ycjA8fPiAsLAwpKSnIzc2FiYkJzMzM4ODgADc3N+jr66t6mKVCQUEBnj59itDQUCQmJoLD4cDCwgI1a9aEm5sb2Ep6mCouLg4fPnxAaGgofvz4AR6PByMjI5QvXx61atWCo6OjUvqVVVpaGgIDAxEeHo7Y2FhkZmYCAExNTVGuXDnUrVsXDg4OKh6lfMLDw+Hr64vw8HCkp6eDxWLBxMQEjo6OqFOnDqytrRXaH5fLxZQpU/jTM2fOhJWVlUL7kFa/fv2wbt06+Pj4ICoqCmvXrsWKFStUOiZC1EFOTg7ev3+Pr1+/IjExETk5OdDT04OVlRWqVq2K2rVrQ0tLS2H9ZWVl8fe5MTExyMjIAIfDgYmJCSwsLFC7dm1UrlxZYZVTHj58iBYtWgAAQkND1e47CPgZqOPr64uvX78iLi4OmZmZ0NXVhZmZGSwtLVG3bl3Y2tKD7ZIKCQnBmzdvkJiYiLS0NBgZGaFSpUpo3LgxTExMlNJnSX+O5FVQUICvX78iNDQUUVFR+PHjB3Jzc2FkZAQzMzO4urqiRo0a0NYuvfd2MjIy8OHDB4SEhCA5ORl5eXnQ19eHra0tnJ2dUaNGDYUfC6vbea+RkREWLFiAmTNnAgBmzZqF9u3bl+rXlRBCSOlDQXeEEFKIJKVlb3DqIxc/D9r7ediXyLh+FxkpObix5yM4+VyR89mcPNT03wvd3FRGu0m3brCYPk3mftOSEnFmxUJkJCeJXcaprgc6T58LDU36aiSEqAdHR0eEh4fzp729veHp6anybRX24cMHtGnTBqmpqYx2b29vXLt2Dbq6unL3oc6mT58OLvfnd9rQoUNRpUoVFY8IsLGxwcSJE7Fp0yYAP8fo4+OjtKCD38Xw4cNx9OhRRpuGhgY+f/4s9esquK2LFy+ie/fuUo/p69ev2LVrF86cOYPY2Fixy7FYLLi7u2Po0KEYOXKkTIE6L1++xMWLF/H06VP4+vrygzHE0dTURKdOnTBp0iS0adNG6v6Kw+PxMGrUKKHXRFtbGxcvXkTHjh0V3qc8kpKSGEENS5cuVYsbTj169IC7uzvevn2LlJQULF36P/buOiyq7P8D+HtIkQYlVRADMBAV2xUxWLtr7V5zdd21A1u/6q5doIK5rrEmNmKvICoKiChKSqpI58z9/cGPWe4ETDIgn9fzzPNw65zDzNwzNz73czywZ88eVTer2kpOToanpyfOnj2LkJCQMtdVV1dHixYtMGrUKIwZMwZWVlYKacPNmzfRq1cvofnSHBcIBgjIc3NfnrLi4uKwbds2XLhwAZmZmSLXMTc3x8yZM7Fw4UKFBDF++/YNBw4cwMmTJxEaGlrmuvXr18eoUaMwZ84chX1+0sjJyYGPjw8ePHiAgIAAibLi2draYtKkSZgzZw5MTEwkrmv16tVYs2ZNueuVBG/XqVMHbdq0Qffu3dGvXz9oyHEOnpiYiL179+Kvv/7Cx48fy1y3SZMmGDt2LGbMmAFjY2OZ6yxx+PBhBAcHAygOXvz999/lLlNeHA4H69atQ//+/QEAW7duxbRp01C3Ll27qg58fHwwadIk/rSrq6vM2VllKUtUANkPP/yABw8eSF1/6bIMDQ2FzjclwTAMLl++jEOHDuH27dvIz88Xu66uri769u2Ln3/+WaYHlhiGwZEjR/Dw4UP8+++/iIyM5J8nimNubo7x48fjl19+QZ06daSusyrgcrk4d+4cTpw4gTt37iAvL6/M9a2srNCvXz9MmDABHTt2VEgbcnJy4OTkhA8fPrDmT5gwAT4+PhKVIXh+5+HhIXPGNXnKKigowKFDh/Dnn38K/T8lNDQ0MHDgQKxZswZNmzaVqY2lVeR+pAi3b9/G1atX8fjxY4SGhpbZXgDQ0dHB0KFDMXfuXLRt21bieqKjo1G/fv1y19PU1ISRkRFq1aqFFi1aoEOHDhg1ahTMzMwkrktQUVERzp07h1OnTuHff/9FUVGR2HWNjY0xePBgzJo1C61bt5a5zhKV9by35BrYp0+fEBkZiV27dlWK4zJCCCHVB915IYSQUiQZWvYirzMAwNpIB50a1KqwtlV1hflc+O57jZyMArHrNHl7DAaZsax5up07w3L9Opmf/sxK+4qz65YhI1X8MC/1mjuj/69Loa6h+pNEQgipKsLCwuDu7i7yBoifnx+GDRuGwsLCim9YBbl27RoeP34MoPim0KJFi1Tcov/8+uuv/Kd6Q0JCcObMGRW3qGricrnw8PCo8HozMzMxe/ZsODo6YufOnWUG3AHFN0KePXuGuXPnws7ODn/99ZfUde7ZswdbtmzBkydPyg24A4ov9F+6dAnu7u4YPny4TDdCyzJ79myhgDug+EbT0KFDcffuXYXWJ68tW7bwM/LVq1cPP8mRnVnRSvdNXl5eiI2NLWNtImjhwoW4ffs269WiRQupysjJycHSpUtha2uLVatWlRtwBxT3Py9evMCiRYtQr149TJkypdy+oDxZWVkqz0ShKN7e3mjTpg2OHTsmNuAOKA50XL16NZo3by7R+y4Oj8fDnj17YGtri6VLl5YbcAcUBxBu2rQJdnZ2WLVqVbk3fQWNHz9e6LsnTabPhIQEzJ49G3///bfEw9BGR0fDw8MDjo6O+Oeff6RqrySys7Px6dMnBAQEYM+ePRg8eDBsbW1x/PhxqcsqKCiAh4cH7OzssGHDhnID7gDgzZs3WLZsGWxtbbFr165yA2LKkp+fj3Xr1vGnZ86cCQMDA5nLU6S+ffuiWbNmAIqzElWGTMyk+nr48CFu3rxZ4fW+ePECbdq0waBBg3D16tVy++Ds7GycOXMG3bt3R/fu3REZGSlVfVwuF1OnTsXRo0fx7t07ifqX5ORkbN26FY6Ojjhw4IBU9SmTk5OT0O+PLOe6V65cQePGjTFq1ChcvXq13IA7oPi3y9PTE506dULLli3h5+cny7/AsmLFCrEBalVJZGQknJ2dMXv27DL/n6KiIpw/fx7Ozs7YuXOnXHVW9H5kYWEh9N3btm2bVGWsWbMGu3btwvPnzyU69srNzcWJEyfQvn17zJo1S+rjtfIUFhYiNTUV4eHhOH36NObNm4e6deti+vTpyMjIkLq8O3fuoF27dpg5cyYePnxYZsAdAKSlpeHIkSNwcXHBiBEjkJSUJOu/AqDynvdqa2tj3rz/Ejb873//Q1ZWlgpbRAghpLqhoDtCCPl/kgwtm8CYIIDnAAAY7lIHamqKGQbge8fwGNzxfoPPceJPduw+XoZZ6kvWvBpNmsB6xw5wZHxiKif9G86uW45vSeJvUNVxbIZBC1dAg1KOE0KIxN6/f48ePXrg8+f/MogKDt3g6+uL0aNHg8vlVnTzKsSqVav4fw8YMAD29vYqbA2btbU1Ro8ezZ9es2aNXDeWq7O///4br1+/rrD6IiIi4OLign379gntO2pqavwhAB0dHWFkZCS0fXJyMkaPHo1p06bJHfSqrq4OW1tbODs7o23btrC3txf5FPu5c+fQvXt3hQXe/fbbb9i/fz9rXun+JS8vDwMGDOAHvapacnIy9u7dy5/+9ddf5crapGhDhw5FgwYNABQHqaxfv17FLapamjRpgh49erBe0mTIevfuHdq0aYPNmzeLvNlcs2ZN2Nraok2bNnBwcBA5HBiXy8WRI0fQqFEjJCeLf5CoPEuWLPkugi43bdqEadOmCd0UNTIygrOzM5ycnKCvr89a9vHjR3Tt2hVv3og+3y9LZmYmBg4ciLlz57KGuy5RMjyZs7MzzMzMhB4WKwnOcnV1lepGp52dndB3TxHDoxoZGcHR0RHt2rVDixYtRGZaSUlJwfDhwyXOACSPT58+Yfz48ZgyZQoYhpFom6SkJHTp0gVr164V2q84HA5/6MZmzZqJzNiXkZGBefPmYcCAAWUGbZbF09MTcXFxAIRv9Koah8NhZXc5cuSIxIGXhCjDihUrKrQ+T09PtG/fHs+fPxdapqOjAzs7O7Rp0wY2NjYihx+8e/cuWrZsicuXL8vdFj09PTg4OKBt27Zo2bKlyOFTs7KyMHPmTFYgryg5OTnIycmRuS1fv36V6JzQ2NhY6PenSZMmEtdTWFiImTNnYsCAASIDojU0NGBhYQEnJye0bNkSFhYWUFdXF1ovODgYPXr0YB1nSyswMFDuwLPKICwsDO3ateMP6VlCQ0MD9vb2aNOmjVC2xKKiIsyfPx+bN2+WqU5V7Ec1atQQ+u4pIjubpqYmGjRogFatWqFNmzZo0KCB0EgADMNg//79GDx4MAoKxCcMUISCggJ4eXmhRYsWrBEpyuPh4YHevXuL3K90dXXRqFEjuLi4oE6dOiLPR8+ePQtnZ2f8+++/MrW7sp/3/vzzz/wHID5//oxdu3apuEWEEEKqEwq6I4SQ/yfJ0LKXuJ3AQA0cDjCs9feZ+l8Znl7+iI/BqWKXmycFwiaW/eSrZp06qHvwANT1dGWqMzczA2fXr8DXT3Fi17Fs7IDBi1dBU/v7Hv6QEEIUKTo6Gt26dWPdOLawsEBAQAA2btzIWvfcuXOYOHHidxfwdefOHdbF55kzZ6qwNaLNmDGD//fbt28VctOoOmIYBitXrqyQut6+fYsuXbrg3bt3rPlOTk7w9PRESkoKEhMT8fz5c7x58wZpaWkIDQ3FihUrhAJMDh06hFGjRkkV9Kqnp4dhw4Zhz549CA4ORnZ2NqKiovDy5UsEBATg7du3yMzMxOXLl9G+fXvWti9evFBIwMGKFSvw559/subNmjUL4eHhrGF+s7Oz0adPHwQFBcldp7x2797NvwGqo6ODiRMnqrZBAtTU1DBt2jT+9NGjR+UK3CKSCwkJQefOnYUCvaysrLBu3To8f/4cWVlZiIqKQmBgIMLDw/Ht2zckJyfj8OHD6NevHyuAKzs7G7m5uTK15fHjx9i3bx+A4u9EVR3+/fr161i+fDlrnoODA65evYrPnz/j5cuXePXqFb58+YKLFy/yA06B4mCDIUOGSJRpp0R2djZ69eqFq1evsubXrl0bGzZsQGRkJL5+/YrQ0FC8fPkSycnJSEhIwK5du9CwYUPWNgEBAejatWuF73/NmjXDwoULcfnyZSQlJSEtLQ1v3rzB06dPERwcjOTkZHz8+BErV66Ejo4Ofzsej4eff/4Zb9++lbpOd3d3oUw1t2/fxvnz57FlyxZ06dJFaJsjR46wHmgQJzk5Ga6urggICGDNt7W1xfbt2xEfH4+UlBS8fPkSISEh+PLlCz5+/IhNmzbB3NyctY2vry969+4tUYbX0rhcLv744w/+9ODBg4XKVrWRI0fyA4QLCwuxY8cO1TaIVGtBQUG4cOFChdS1fft2/Pzzz6yHTzgcDsaOHYvbt28jMzMTHz58QGBgIKKjo5GZmYkrV65g0KBBrHKysrIwZMgQnDt3Tqr6GzRogLlz5+Ls2bOIjY1FZmYmwsPDERAQgBcvXiA+Ph6JiYnYtm2bUBD/qlWryszmvHnzZjRr1gy3b9+Wqk0AcOrUKTg4OMDb21vqbaVRWFiIoUOHCmXuU1dXx4QJE3Dp0iV8+/YNiYmJePXqFV68eIHExETk5ubi1q1bmDNnDkxNTVnbpqaKv55cloKCAkyZMoV/LUJXV7bry6qWmZmJIUOG4OvXr/x5NWvWxKZNm5CcnIy3b98iMDAQcXFxCA8Px4gRI1jbL1++XOqMgarej+RlYmKCsWPHwsvLC2/evEFOTg4iIyPx/PlzBAYGIjIyEhkZGfjrr7/g6OjI2vb69esyZ4gVdezj6+uLw4cPY9KkSahZsyZr/ejoaPTq1Uui45B58+Zh7dq1rAcUNDU1MWvWLDx58gSZmZl49+4dnj17hri4OHz79g2nT59G165dWeUkJyejZ8+eePTokdT/X2U/7zUwMGA9fLpz506FZy4khBBCxGIIqeRCQ0MZAPxXaGioqptEREhPT2cuXrzIf6Wnp6u6SVIbcWUE08ynmdBrxMFGDONhwDAeBkyPJQcYm8VXmbGHnqq6uVXG238TmD0/+4l9HR/lyYQ6NGPe2DvwXxHt2jN5Hz/KXGduViZzbPEvzLYRfcW+ji+Zz+RlZynwPyWkbIWFhcybN29Yr8LCQrnLLSoqYtLS0vivoqIiBbSWVAY2NjasYyB/f3+VlxUfH8/Y2dmxymrQoAHz4cMH/jqHDh1i1NXVWetMmzZN5rZLq3S93t7eSqmjX79+/DpsbGwYLperlHrk1bx5c347u3btqurmsFTE5ySNCRMmsNok+Hr6VPjYT1z/K1jWhQsXyq0/JyeHcXBwYG3H4XCYtWvXSvRbERcXx3Tv3l2o3atXr5bo/3/79i2Tl5cn0boMwzBcLpeZMmWKUH1hYWESlyFo48aNQuV5eHjwl6empjIuLi6s5SYmJszr169lrlNeubm5TK1atfjtGTdunMraUpakpCRGQ0ND6u9FRfD392d9plFRUSptj7e3t0L6p2/fvjH169cX2qeXL1/OZGVJfg7y8uVLxt3dXa73Jy8vj7G3t+eXMXfuXLmOCwT3U3k+M2nKKioqEjoGadu2LRMXFyf2+Pfz589MixYtWNts3bpV4vaNHz9eqI3Dhg1jUlNTy902JyeHmT9/vtD23bp1Y3g8nsRtKE3w96Ws9ysrK4t5//69VOW/fPmSMTY2ZtUxYsSIcrfz8PBgbTNhwoRyt7l+/bpQXZqamszHMq4DcLlcxs3NTeg9nT17tkT71ZcvX5hRo0YJbT9x4sRyty3t3LlzrO39/Pyk2r6izJkzh99GAwMDJiMjQ9VNIkom+Bvm6uqqlLLEHQOXdSzdtGlTqc6ZSm9raGgo0TZ+fn4Mh8NhbVuvXj3m/v37Em1/+fJl1nEdAEZHR4cJDw8vd1sej8e8evVKonpKxMTECP0et23bVuS6nz9/ZmrWrMlfb/z48cznz5/5y0sfT5X+bYiOjmZ69+7NX2ZlZcUUFBQIla+o782vv/4q9Nl37txZqnOE9PR0ZtmyZfz/t/T5gDRK/zZZW1szCxYskPq3qoTg76+sbZKlrFWrVgl9Jx8+fFjmNitWrGBt4+TkJPH+p8r9SBTBc4Xy3q/Q0FCprrXm5eUxvXr1YtWhra3NpKWllbldVFSU0He9PElJSUzXrl2Ftlu/fn2Z2x05ckRomyZNmjAPHz6U6BrwkSNHGB0dHdb2ZmZmTHJycrnblqgq571BQUGs/9PHx0fVTSKEfCfoHpxiKeteqSpjiijTHSGEoOyhZUuy3IXxbPCeKc5uN8KlboW1rSpLjPyGuyfEPxlfI+8Lmod6Qo0p4s/j1KiBugf2Q7t+fZnqLMjNwT+bPJAS9UHsOrVt6mPo8rXQrlk1n3IkhBBVSE5ORvfu3VlDWTg7O+Px48ews7Pjz5syZQrOnTvHyqLj5eWF+fPnV2RzlSYmJgbXrl3jT48ZM0ZoaJLKYty4cfy/7927JzQcDRGvY8eOrGnBzEqKtmDBAqFsQvv27cPKlSslGrKlTp068PX1RY8ePVjz169fj6dPn5a7vb29PbS1tSVur5qaGvbu3QtbW1vW/PPnz0tcRmk7d+7EsmXLWOXv27cPq1ev5s+rVasW/P39Wf/j169f0aNHD0RERMhUr7zOnj3LGma79D5XmZibm8Pd3Z0/7enp+d1lIK1spk6diqioKP60hoYGjh49ivXr10uVacXZ2Rk3b97E/v37RQ7vLIk1a9bw95E6derInL1D1c6cOcM6BtHT08Phw4ehp6cndhtTU1OcPn2aNezZ5s2bkZGRIVF9x44dY80bM2YM/v77b9SqVavc7XV0dLB9+3ahYRXv3r2Lbdu2lbu9vHR1dYWy7ZXH2dkZmzZtYs3z9fWVKjugpHr16oUzZ86w5hUWFpY5jODWrVvh7+/PmrdkyRLs2bNHov3KxMQEp06dwvjx41nzfXx8pMrCU5I1EgCsra3h5uYm8bYVqfT/mZGRgZMnT6qwNaS6MTAwQLNmzfjTYWFhOHXqlNLq+/r1K8aPH8/KAmVlZQV/f3+R2TVF6d+/P27evMka6j03NxejR48ud7hJDocDJycnqdpcr149HDx4kDWvJGOZIFNTU1y8eBFNmzYFABw7dgyOjo5i92sej4cdO3agadOmuH79OgCgQ4cOuHDhgszHE+W5evUqtm/fzpo3YMAA3LlzR6rhaQ0MDLBhwwYEBQWxMl1LIywsjPV7tmfPHqHM4FVBTk4Odu/ezZq3ceNGdO7cuczt1q5dC1dXV/7069ev8ddff5Vbn6r3I0Vo2rSpVEOeamtr49ixY6zvR35+Pq5cuaLwtpmbm+PKlSuwt7dnzd+5cyfrPS/tw4cP+OWXX1jzHB0dceXKFVYfW5ZJkybh/PnzrOPhlJQUTJ48WeK2V5Xz3tatW7P6m/3796uwNYQQQqqTynl3iBBCKpgkQ8te4Baf0BrV1IR708o1dEhllPE5F9cPhoBXJPqkUb0oD04hB6BVmPXfTDU1WP/5J3ScnWWqszAvD/9sXo3E9+JvvJrWqYdhK9ZDR6/qXWwhhBBV+fr1K3r27MkKbOnatSvu378vcjitQYMGCV1oFQyqqapOnTrFClYZMmSICltTtsGDB7Om6War5ObMmQNLS0v+tJ+fn9CNfkUJCAgQGoJp3rx5rCGCJaGtrY0LFy7AxsaGP6+oqAhTp04VexFfHtra2hg2bBhrniyBnZ6enqygXC0tLZw+fVrksM16enrw9fXFyJEj+fNSUlLQvXt3VoBTRTlx4gT/b2Nj40obeAGw+4OEhIQyhy8j8rl8+bJQAM/69evlujk1Y8YM3L17V+qh0YKDg7F161b+9N69e6vkTWcAuHTpEmt65MiRqFOnTrnbOTg4sPqqL1++lBsgnJOTg1mzZrHmtW7dGj4+PlIH2q9btw5Dhw5lzVuxYgXi4+OlKqei/PTTT6z/MTs7G7GxsUqpq0ePHujZsydr3q1boq/NxMXFCQ0/O2jQIKEgwfJwOBwcOXIEbdu2Zc2fOXMmf8i0snz69An37t3jTw8ePJg1DHRl4uLiwtpHSv9mVTXZ2dk4duyY0LGtogUEBGDixIm4d++eUo6dqhMOh4N169ax5q1evRpFRUVitpDP8uXL8enTJ/60uro6Ll++zHo4TBKtWrUS2ldevnyptCGa3d3dYWZmxpon7ni6Z8+eePXqFfbu3YtatWohNTUVY8eORe/evRETE8Nf7/Xr1+jQoQN+/fVXZGdno169ejh16hSePHki1PcpSn5+PqZNm8aa5+TkhHPnzkn1YE9pjo6OCAwMlDjYqwSPx8OUKVP4AV6DBw8WGva0qnjw4AHS0tL406amphKdI3I4HKGHxjw9PcvdrqruR/KqXbs2fvzxR9Y8ZT2wqKenJ3Q8k5qaipcvX4pcf86cOcjK+u/eiZ6eHs6cOQMTExOp6u3duzf++OMP1jxfX1+hByDEqarnvQEBAYiMjFRhawghhFQXFHRHCCEAbsWIvrDbJD8fdYu44DEcXOYWZzwZ5GwNbQ31imxelVOQWwTffa+Rm1koegWGh6bh3tDLTmDNtvDwgH432U7aCgvycXHrWnx6KzpjIQAYW1pj+MoNqGlgKHYdQgghbOnp6XB3d0dISAh/3uDBg3Hjxg0YGBiI3a5Lly64f/8+LCws+PM2bdqE9evXK7W9ylY6Q4O1tTVat24tc1kpKSm4e/cuvLy8sHXrVmzatAkHDx7EpUuXkJSUJHdbGzZsyHrKV5nZJb43Ojo6QjcqlJXt7s8//2RNW1tbC92klJSenh527tzJmhcWFoabN2/K3L6yNGjQgDVd+ul3SRw/fpx140hfXx/Xrl3D8OHDxW6jpaWFU6dOYfbs2fx5nz59Qrdu3So0iCUlJQV+fn786T59+kiVVUFQVFQUrl69in379mHTpk3YunUrDh8+jDt37rButMhqwIABrMAQ6g+UZ8uWLazpNm3a4Pfff5e73M6dO6N27doSr19UVIQpU6bwAxyGDh2KAQMGyN0OVbl//z5runfv3hJv279/f9b0P//8U+b6R48exZcvX/jTampqOHDggMz7+M6dO1kZ+QoKCrBnzx6ZylI2AwMDoe+ZtH27NPr168eaDgsLE5mJc8+ePawMOXp6eti1a5dMdaqrq2P//v1QV//vus7nz5+FMhuKcvr0aVb7Bg4cKFMbSouIiMDp06exa9cubNq0CV5eXvD19UV6erpc5XI4HNY+/+TJE1ZgTmXHMAzu37+PSZMmwcLCAhMmTFDaAxAlcnNzcfToUbi5ucHOzg4eHh6sDJtEOoMGDUKbNm340x8+fMCRI0cUXs+XL19w9OhR1rzZs2fLfJ7Wr18/oSCt3bt3KyVgkMPhoL7ASB9l9bnq6uqYNWsWIiMjsWDBAmhpaeHGjRuYNGkSf51BgwYhMDAQurq6WLt2Ld6+fYuffvpJ4W0v7fjx46zzVw0NDfj4+MidVc/Q0BDdunWTapsdO3YgICAAQPFvWmX9vZWE4LFPz549WSMKlKVbt26shzUePXqE1NRUsetX5f1IEeQ9r5VGnz59hAL2S19vK/HmzRvcuHGDNW/16tUSPXQiyqxZs4Q+T8FrEaIo+rwXAL59+wZfX194eXlh06ZN2L17N/7++2+8e/dOrnIB4WMzOu8lhBBSESjojhBS7UkytOxjXlOkwBgAMLINDS1bFh6Pwa0jYfiakC12nYYfLqDWl1DWvFqzZsF45AiZ6iwqKMDlbRsQG/pa7DqGZuYYvnIDdI2MZaqDEEKqo6ysLPTp0wfPnz/nz5s2bRrOnj0r0RPrLVq0wOPHj1kXMFeuXCk07ExVERMTg9DQ/36/pH26l2EYPHz4EHPnzoWDgwPMzc3RvXt3TJ8+HYsWLcKyZcswY8YMDBo0CJaWlnBycsLRo0flujBduo1RUVF480Z8cDphmzZtGmv41H///RdXr15VaB1xcXFCwR+LFi2SKxPVwIED0apVK9Y8ZWUVEBxy0MjISOJtz549i0mTJvEzydSuXRv+/v7o3r17uduqqalhz549rOFno6Oj0b17dyQnJ0vcBnlcv34dXC6XPy1tf5CXl4fz589jzJgxsLS0hJ2dHfr374/Zs2dj2bJlWLRoEaZOnYqePXvCyMgIP/74Iyu7krTMzMxYQbjXrl2jLD5KEBAQgMePH7PmrVy5khXcU1G2bduGFy9eACi+aS04PFlVUlhYKBSMLumQWkDx8Uhpd+7cQW5ursh1GYYRCl4eOHAgXFxcJK5PkLW1NaZPn86a5+XlJVFmNVWQp2+XlmD2HB6Px8rqAxRnHvTy8mLNmzZtGurWlf3aTKtWrYRuypY1vFuJ0scBWlpa6NSpk0z15+fnY9u2bWjYsCEcHBzw008/Yd68eVi2bBmmT5+Ofv36oVatWujRowcePXokUx0A+7eJYRj4+vrKXFZFiYqKwurVq9GgQQN07doVPj4+Cgk+l1Z0dDTWrl2Lhg0bwtXVFUeOHEFmZmaFt6OqE3zgat26dQofstrT05PVp2tqamLlypVylbl27VrWdHx8vFTDUEtDlj7X0NAQf/zxB8LCwjBgwAChvmv8+PF49+4dVq5cCR0dHUU2VyTBwJ0BAwagZcuWSq9X0MePH1mf/aZNm2BlZVXh7VAUwUyzgsczZVFXV+cPRwwU/76WdS5b1fcjeVXksY+RkZFQpjpRQX6Cx6NmZmasB8+kpaamBg8PD9a8gIAAPH36tMzt5D3vLe3Bgwfo3r07ateujX79+mH69OlYtmwZfvnlF4waNQr29vZo1KgRtm/fLvNwxK1atWI9IKzoaziEEEKIKBR0Rwip9iQZWvbi/w8t61THEI6W4rP6EODffyIRE/JF7HLLxMeoG88ezspwyBDUmjtHpvq4RYW4sn0Tol+9ELuOvmltDF+5EfqmtWSqgxBCqqPc3FwMGDAAT5484c9bvnw5PD09pQoesLOzw+PHj1kX3RcsWICDBw8qtL0VQTBbmKurq1TbL1y4EF26dMGePXtYQ/WKExISgokTJ8LNzQ0pKSlS1SWujYJPShPxtLS0hC5Kr1y5UqGBSpcuXWIFVWppaWHMmDFylztx4kTW9O3bt5GRkSF3uYJKskiUkDQTwtWrVzFmzBj+xXtbW1s8fvxY6kwKHh4e2L9/P38oxHfv3qFHjx6sDFXKIm9/0LlzZwwbNgynTp0qN7Mll8vFrVu34Obmhjlz5sgciFu6jcnJyWKHMSKyEwyitba2Rp8+fSq8He/evcOaNWv405s3b2YNmV3ViNqnjY0lf5jK1NSUNZ2Xlyd22LCwsDCh3+jSGYRkJdgvf/36VelZu2QRERHByrCmp6eHxo0bK60+UVmQBPu4u3fvCgXiKeMzefv2bZkPJ2RlZbGOi9u0aSNTMEtYWBiaNGmChQsX4sOHD2LXKyoqgp+fH3744QdMnjwZhYViRhIog+CwjJX1ODAzMxPe3t5wdXVFgwYNsGbNGpHDxsubWac8os5xGIbBgwcPMGXKFFhYWGD8+PHw8/OjwHUJubu7s44/4uPjsX//foXWIThkeP/+/VGrlnzX/5o3by70EEt5Q5PLIjMzU+j3SLDesnA4HJHDnqupqVXY0Nfh4eFC/4PgULMVZdq0afyA9g4dOmDmzJkqaYeiCB7/SDukqODxT1nH/lV5P1IEWc9rZSV4/CPq/E7wvGLs2LFyZ4/s3bs3zM3NWfPK+0zkPe8FirM8jx8/Hq6urrh7926Z57MlmTybNWuGt2/fSl2Xuro6OnfuzJ9+/vy5UjMXEkIIIQAF3RFCSLlDy+YyWrjBKx4OYYQLZbkry5vHCQi+Eyd2udG3d7B/9zdKX/bR7dwZlmtWy3QxiFtUBN+dW/HxxTOx6+gZm2D4qg0wNDMXuw4hhBC2goICDB06lH8zmMPhYNeuXTIPDWtubo579+6xnoidOXOmRMN4VSYPHz5kTUub9UZUVgdjY2M4OjqiXbt2cHZ2FhkU8ejRI3Tr1k1sVp6yCF4sfvDggdRlVGfjxo2Dg4MDfzo4OBhnz55VWPmC2WtcXV2Fbo7IYujQoaxpHo9X7hPs0goPD2fdCNDQ0MDo0aPL3e727dsYNmwYP3igefPmePLkCRo1aiRTO2bMmIEzZ87ws2+GhobC3d1d7mH5ylO6PzAyMkLDhg2l2l5Uf2BlZYVmzZqhffv2aN68OQwNDYXW2bt3r1DGLElRf6B8gr8Tffv2rfAsdwzDYOrUqfzvWKdOnfDzzz9XaBsUTVRAQemMG+URFawkLuhOsF/W0dGRaihbcZo3by7UzwlmRawMBI/1xowZo9RAp4SEBKF5gkEFgp9Jo0aN0Lx5c7nr7t27t1DQXFmfSUBAACvriizZD4OCgvDDDz8IDVmqqamJRo0awcXFRWRWJm9vbwwYMEDqrC9mZmasjICCfZQqMQyDu3fvYvz48bCwsMDkyZPx4MEDkcFsrVu3xo4dO8Tut4ryww8/4NWrV1iwYAEsLCyElufk5OD48ePo0aMHbG1tsWLFCrx//16pbfoebNiwgTW9adMmhWUvzMrKwqtXr1jzBI+DZSVYjjL67C1btrD26x9//FHkd09QRkYGFi5ciCZNmuDixYtC11R9fHzQuHFjbNy4UeGZBQUJ9is1a9ZEz549lVqnKIcOHcLdu8UPeWtqasLLy6vCAg+VRfD4R5pjH0D4+EdcH1rV9yN5+fn5sc6VTUxM0L9/f6XVV1BQIBRQKXgN4O3bt0KBYor4TDQ0NFhDzwPlfybynvfm5+ejb9++OH78uNAyS0tLuLi4oHHjxkIBhe/fv0fnzp1lelCs9Hkvj8eTK2swIYQQIgnlPh5GCCGVnCRDy97iuSAbOtDWUEP/FlU3Jb2yfYpIw/2T4rP26OSmonnoIagx/10g0G7iCOsdO8CR4SktHo+L63v/xPvAJ2LXqWlohGErN8DYgj43UvUxRUUoTBIeMo/H46Io67/hnAv1MsBVq/ghzL4Xmhbm4Cg5g0JVoKWlhWvXrim0TAMDA/5F8Kqq9DC76urqcHR0lLoMfX19DBs2DH379kXHjh1FBtl9+vQJJ06cwObNm/Ht2zcAxVlRlixZIjTESHnq168PPT09/o2toKAgqdtcnamrq2Pt2rUYMWIEf56Hh4fCbkIIXuBW1BP1VlZWsLCwYGVQe/z4Mdzd3RVSfkBAAIYPH866Sbh8+XKJhvrr2bOnwm/+DR06VGGfiSRSUlIQHx/Pny49dJM06tWrh+HDh6NPnz5wcXFhDYMDFAckhISE4MCBA/D09OTfaPP29kb//v0xePBgqeoTDFKh/kCxcnNzWb8TgGxBOfLav38//+aYlpYWPD09q/xNZ1GZXVJTU1GvXj2JtheVLVbcjWfBfrlFixYKCzpr3bo1K0CnMt14zsvLw5IlS3DixAn+vNq1awsNDadogsNm16lTR+imq7J+KzU0NNCiRQvWjfbHjx+LDWwW3L+lGeIYKM5oNXz4cFbWvpo1a2L16tWYMmUK63v++vVreHh44OLFi/x5N27cwKpVq7B582ap6m3evDni4oofjvz27RsiIyOlvmGuSJGRkTh69CiOHTsmNHRiaXXr1sWYMWMwbtw41vDoyubk5IQ//vgDW7Zswe3bt3Hs2DFcvHhR6OGX2NhYbNiwARs2bECnTp0wYcIEjBw5Uui3nBQHf/fp04d/fpmamoqdO3di+fLlcpcdEBAglDFJUX2EYDmJiYmIiopC/fr15S6by+Vi27ZtrIBEHR0doWFaBfF4PBw6dAgrVqxAamoqAKBXr14YOXIkPwPoxYsXsX79ejx79gzLly+Hl5cX/ve//7HOZxRJMOjO2dm5wh84SExMxMKFC/nTixYtkvn4vDIRPP6RNvu94Prijn2q6n6kCNeuXRPKNP/HH3+gZs2aSqvz8ePHQgGRgu+H4LGPuro6nJ2dFVJ/69at4eXlxZ9+/vw58vLyUKNGDaF1FXHeu2zZMty5c4c1b9CgQVizZg2cnJz4875+/YrDhw/Dw8OD/5v75csXDB8+HMHBwdDT05O4TlHnvYMGDZK67YQQQoik6I4iIaRak2Ro2QvcTgCAPs0tYagjXwrv79W3lBxc9wwBjyd6eA2Nohw4heyHZtF/gUEaVpaoe+AA1PV0pa6P4fFwc/9ORDwRn51DR98Aw1dugKk1ZSck34fCpGR86NGj3PVSK6At37MGd+5Aq461qpsh0vPnz2UeUlDZT7dXB/n5+azh5mxsbPiZtSQ1adIkbNy4sdybcdbW1li8eDFGjRoFNzc3/vBaXl5e8PDwkGpYGQ6Hg8aNG+PFi+Jh2D99+oQvX74oJJtadTFs2DA4OzsjODgYQPFT58eOHcP48ePlKjc7O5t1ARsAaxhmebVs2RLXr1/nT0uTHSY1NZWV7YDH4yEzMxPv37/HrVu3cO/ePVYmmhkzZggNxfs9e/36NWva3t5e6jL279+Pjh07lnlTksPhwMnJCfv27cPgwYPRv39/5OfnAygeLlTaoLvSWRsBCGW0IPL5+PGjUBYqRe7TkoiLi8OSJUv404sXL1Z6sMrjx48RGRmp1Do0NDRQt25dfuAQUDxEmqRBd6ICTJOThR9mASA0jJWi++XTp0/zp5WdtUtQQEAAMjMz+dN5eXlISUlBUFAQzp8/z7o5b2FhgWvXrsHMzExp7YmJicHff//NmtetWzeh9ZT9mZQOuivrM5G371+2bBmio6P504aGhvD39xf5/zg5OeHChQtYsWIFKyhn69atGDFihFTDTzo4OLAepnn16lWFB91lZGTgzJkz8PHxKTPYVE9PD0OHDsW4cePg5uYmMstlRVFXV0evXr3Qq1cvZGZm4uzZszh27JjIbHyPHz/G48ePMW/ePAwaNAgTJ05Ejx49VNp+AEhLSxMKdJBUWUMty2L9+vW4fv06/73btm0bZs2aJdVQ4aII9g+6uroKGxJb1L4ZHh4ucbDQ69evWf1qSXar4OBgnD9/HjExMfxl+vr6OHfuXJm/2Xfv3sWvv/7K74tq1aqF7du3Y+zYsawAZicnJzx9+hQ7d+7EypUrER0djZEjR2L37t3YsWOHwofNVGYfLalZs2bxH1Zr1KgRVqxYodT6Pn78KPO+lZiYKPG6dnZ2rOlnz8SP9CIoJydHaD8WF7RXmfcjecXFxbGu43C5XKSnpyM8PBzXrl1DYGAgfxmHw8H69euFhp9XtK1bt7KmtbW10bFjR9Y8wc+kcePGqFmzptTZDkUR/EwKCgrw8eNHkf2PvMc+z549w/bt21nzVq1ahTVr1gita2JigoULF6Jbt27o1q0bMjIyAAAfPnzAihUrsGPHDonrpfNeQgghFY2C7ggh1Vp5Q8t+ZgzwiFf8ZAwNLStafk4hru17jfxs0YEgHIaLpmGHoZvz300NNQMD1PPygqYMF/AZHg+3vfbgzQPx2ZJq6Oph2Ir1qFXXRuryCSGksvr9999V3YRqLTY2Fjwejz9dp04dqcuQ9gaHjY0NvLy80OP/A25zc3Nx+vRpzJo1S6pyrKys+EF3ABAdHU1Bd1Ioufjer18//rw1a9Zg1KhRcpX79etXoXmiMh/KSnBoKlH1ifP48WOJArqaN2+ONWvWSB38VdWVBMKWkKU/+OGHH6Rav2fPnli4cCF/6MfAwEC8efNGqoAqfX19VubL0jd7ifxE7WPKDFgSZcaMGfygKnt7e4VkESrP2LFjlV4HULzPnDp1ij/9zz//YODAgRJt+9dffwnNEze0oeDnqMx+uXTGs4rw888/l3vTsUaNGpg4cSLWrl2L2rVrK60tSUlJGDRoED+QuISogPaSQIoSqvqtlKfv//btG44cOcKad/jw4XKDU9avX48XL17wg+h5PB62b98ucog2cQSHqy0d+KdMPB4Pfn5+8PHxwYULF4QyxZVQV1dH9+7dMX78eAwePFip2YVkpa+vj8mTJ2Py5MmIjY3F8ePHcfz4cVYgB1B8rP7XX3/hr7/+grW1NcaNG4eJEyfKFJyvCK9fv1bJMJ+itGzZEkOHDsW5c+cAFO8TW7duxcaNG+UqV3CfNTc3V1h219q1a0NNTY11DijN8fSqVatw6dKlMtfR0NDA8OHDsWHDhjKDkL58+YL+/fsjJ6f4AfFx48Zh+/btYs/p1NTU8Ouvv2LIkCGYMWMGbty4gUePHmHAgAGIjo4WyigqD8H3pKKPfc6cOcPKCnrw4EGRGbsUqaQPUDbB84U7d+7g8+fPqFWrVrnbnjt3TuihzcLCQuTn5ws9PFiZ9yN5nT9/Hr/++mu563Xq1AkbOmcJtAABAABJREFUNmyAq6ur0trCMAyWL1/OejAOAIYPHy403H1FHo+Kqq+EvOe927dvZwWq9+vXT2TAXWmtW7eGp6cn63rLoUOHsGbNGhgaGkpUr6qOfQghhFRfqn3cihBCVEiSoWWvcDugCBqwMa2J9naSZ5WpLnhcHm4eCkNaUo7YdRq9PwfTtP+ezuJoaqLuvr3QbtBA6voYhoGf90GE3BWfoVBLpyaGLl8HM1s7sesQQggh0iqdXQdQ7EXPsnTv3p1V15Mn4odVF0ewrYL/CylfyXDAJWJiYnDo0CG5yhR1YVvSi8iSECxL0Tc3WrVqhVWrVqF///4KLbcqUFV/IBjcJG9/kJmZKRTMQmQnah8zMjKqsPpPnDjBz2bF4XBw8OBBqTOyVmaCQ0L5+vpKNETyrVu34O/vLzRf0qA7ZfbLRUVF/CwelYGWlhZ++eUX/P7770oJuMvKykJwcDDWr18PJycnfgbZEj179kT37t1Z89LT04WCBlT1WylP33/q1Cl+sAxQfHNf0mHRBYebPHPmDNLT0yWuu6KPAyMiIrBs2TLY2NjA3d0dp06dEhlw5+TkhK1btyIuLg43b97EmDFjKmXAnaB69eph+fLlePv2LZ4+fYpZs2aJDHz69OkTNm/eDAcHB3To0AEHDhyo9r+569atY2X43bVrl9TDZQpSZp/N4XCEMpQr8nhaTU0NkydPxuLFi8vN+mVqaooFCxagfv36uHnzJo4dOybRQ1Q2Nja4fv06Tpw4gdq1a2PNmjUKDbgDhN+Tijz2+fLlC+bOncufnjRpEtzc3CqsfmXr3Lkz63POz8/H6tWry90uJyeH/6COIFHHP1V5P1KE7t27Y8WKFejSpYvCyy4oKEBcXBz++usvdOrUCZs2bWIt19HREfmZVuTxqKj6Sshz7PPt2zecP3+eP83hcPDHH39ItO3IkSPRvn17/nR2djbr4ZvymJqaQktLiz9N18AIIYQoGwXdEUKqrTsx4tPAlwTdXfz/oWVHuNRV2BNe35NHZyMR90b8ibL1p/uok8AeAtZqy/9Q08VF6roYhsG9Y4fw6pav2HU0a+hg6LK1sGjQSOryCSGEkLII3tzU09OrsLptbW35f798+VLq7QXbKs2NWvKf0sO7AcCmTZvEZm2RROkh/kro6urKXF55ZYmqTx4vXrzA8OHD0bBhQ9y8eVOhZVd2quoPBG/IUn9QuSh7ny5LSkoK5s+fz5+ePHmyUjN1qMKQIUNY+wCXy8WECRPKHNr21atXYjPxieu/BT9HZfbLoupTpYKCAmzZsgX29vaYOnWqzG07evQoOByO0EtfXx8tW7bEypUrkZqaytqmcePGIjMSVqbfytL9pbq6ulSZlO7fv8+anjx5ssTbOjg4sAL/CwoKWEPilqci+v2CggIcPHgQHTp0gIODAzZt2oT4+Hih9SwsLLBgwQIEBwfj1atX+P333ysscF0Z2rVrh7179yIxMREXLlzA4MGDWTf5Szx9+hQzZ86EhYUFRo4cCT8/PxW0VvUcHBxYfXJ2drbcme6U2WeLKk+RfTaPx4OnpyecnZ0xaNAgscOel1i6dClCQ0Ph7u4udV1jxozB27dvpep7JKXsz6As8+fP5wdumpmZYdu2bRVWd0XQ0dERynK/b98+7Nu3T+w2+fn5+Omnn/D+/XuRy0Ud/1Tl/UgR/Pz80Lt3b7Ro0UKiBzrEEXXso62tjXr16mH06NH4999/Weurqanh1KlTaCAiMUFlOR6V57z333//RUFBAX+6c+fOUg1bLNhfPXjwQMyaopX+PzMyMoSGhieEEEIUiYLuCCHVln+c8NPuwH9Dy37gWeIV0wBqHGBoK+mHjPrehdyLR8g94YuoJYy/hqNR5DnWPLPFi2HQu7fUdTEMg4d/HcWLa+KHZdDQ1saQJR6wauwgdfmEEFIV+Pv7g2EYmV42NlV3uG0fHx+RFy/FvUqbNGmSxNtNnDixzHaUzk4CQGj4D2lFR0djy5YtGD58OBwdHVG7dm1oa2uLbFvpi7OfP3+Wui7BrCHZ2dlytV2UyvI5KVPXrl1ZQ3QlJibC09NT5vL09fWF5inysxEsS1R94gwaNIjVhxQWFiIlJQX37t3DihUrWEPSxMTEoHfv3vDy8lJY2ys7RfcHgYGBWLZsGfr06QM7OzuYmJhAU1NT5E2b0iprfzBx4kSJ92nBbCT169eXeFsfHx+Ft10eyt6nyzJ37lx8+fIFQPGQYFu3bq2QeoHiYadkPT6Rhrq6Ovbv38/6DUlISEDXrl3h4eGBkJAQ5OTkIDs7Gy9fvsSiRYvQvn17fnCXYOYdcTcNBT9HZfbLoupTpuDgYNb7n5GRgXfv3uHEiRPoXeo8ncvl4vDhw+jcuTP/e6VMw4YNw5MnT0RmbapMv5Wl+35p+/2AgADWdLdu3aTaXjADoDRBdxXR7yckJGDGjBki21WzZk389NNPuH79OuLj4/HHH3+gRYsWCm+DKmlqamLQoEH4559/kJiYiH379rEy9JTIz8/HmTNn8Ntvv1VIu1xdXWXun729vZXSptWrV7MyrR04cECuDETK7LNFlSdNn33x4kXWe5qVlYWoqCicO3cOI0aMgIaGBn/dS5cuoU2bNkJDOZZWs2ZNubJBmpiYQE1N8bcDlf0ZiFOSwa/E9u3bYWJSMaPUeHh4yLxvTZgwQaq6Fi1axBqimmEYzJ49GwMGDMCNGzfw5csXFBQUIDY2FkeOHEHz5s1x+fJlAKKzDoo6/qnM+5G85s+fz3r/8/PzkZiYiJs3b2L+/Pms9ygkJASdOnWCr6/4B/4VxdbWFnfv3hXK5FyishyPynPeq8pjH4B9/MMwjFwPTBJCCCHl0Sh/FUII+f58yf2C4JRgkct6ZhcfgBdnueOgq70ZLAwlf4K5Ooh78xUPz4h+Yg4AauYkodmbw1BjePx5xuPGwWSidBcWSjw5ewrPLp0Tu1xDUwuDF61CHcdmMpVPCCGESEvWp2RjYmIwb948XL58WaYyZBmWip7oVZz169fj9u3b/OmdO3di0qRJQkPmSELUTSFFZp8RLEuem1AaGhqoXbs2XF1d4erqikWLFmHGjBn8IV4YhsHMmTPRvHlzkTeZK5O0tDQ8f/5conWNjY3RunXrcteTdR97+PAh5syZg9evX8u0PfUHlYu4fVqW/kEaly9fxpkzZ/jTO3bsgLGxsVLrVJUff/wRmzZtwpIlS/jzsrOzsWHDBqFspKW5u7ujSZMm2LFjB3+euOHvTExMWPuWMvtlDQ0NpX8/yqKvrw99fX00atQIY8aMwe3btzFy5EikpaUBAF6/fo0JEybg6tWrCq2Xw+GgQYMG6N69O6ZNm1ZmP2tgYAB1dXVwuVz+vMrwWylNX8owDCuoyMDAgJXFWBKCQWqxsbFS1a8q06dPx7Zt2yokwOLNmzdISEiQaN2mTZsqLcOeiYkJZs6ciZkzZ/KzbYaGhiqlrqrI1tYW06ZN42fqys/Px9q1a2V+eENwn1Vk/1ASnFxWfdLQ1dWFrq4ubG1tMXToUDx//hzDhg1DdHQ0gOLhD4cMGYLAwECFDwGrTMr83RQnMzMTM2bM4E/36tULo0ePVnq9qqCnp4dz586hW7durCyxV65cwZUrV8RuZ2BggAMHDmDUqFH8eaKGegWq1n4kLy0tLVhYWMDCwgLu7u5YsmQJxo4dizt3ikdEKigowKhRo/D69etyh32WlomJCdq1a4exY8di6NChQg9UCa5bmjKPfUTVJ440xxQxMTGsaScnJ4m3BQA7Ozvo6+vzs/DFxcWBYRiJR6Oi815CCCEViYLuCCHV0oP4B2Ag+sDb7f+f4LnI+29oWfKftKRs3PAKBcMT/f5pFGbBKeQANIv+e3pIv2dPmC9ZLNMQvQEXzuDpeeFhZkqoa2hg4O/LUa/Z9/WkNCGCNC3M0eCO8LDYPB4XWVn/PaWop6cLNTX1imzad0XTwlzVTSCVlGBWgby8PKnLCAwMhLu7u1wXTEsPzyEpwSd6K3LIn+9N27ZtMXDgQFy6VJx9Ny0tDfv27WMFgEhK1IXtpKQkudsorixF3tzQ19fH8ePHkZ6ezs8EwOVy8dtvv+Hx48cKq0cZXr16xcpYWBZXV1fcu3dPaL4i+oODBw9i5syZct0MyM/Pl3ob6g+UR9Q+lpKSgrp1lXc+mZ6ejpkzZ/Kne/fuzbq5+j1avHgxLC0tMWfOHImGJxs1ahQ8PT2xcOFC1vyygu4+fvzIn1Zmv1zZgiN79uwJX19fdO7cGTxe8QN0vr6+uH37tsT9JlAc5Cj4fnM4HNSsWROGhoawsrIS+/4L4nA4MDY2ZmX2VNVvZc2aNfmBA9L0++np6fz3E4DIjH7lqVWrFmu6JDBSEqrs9z09PeHv749x48Zh7NixCg9gKG3Lli04evSoROt6e3srLXsyj8fDvXv3cPz4cZw/f77SDaNYGaxYsQLe3t7876aPjw8WL16Mhg0bSl2W4D6bkpIiVVBGWVJTU1n7rqj65NG6dWvcuXMHzs7OyMrKAlCckdTHxwfTpk1TWD3KJvi7WTLcqzItWbKEH3xcs2ZN7N+/X+l1qlKzZs0QEBCAYcOG4cWLF+Wub2dnh1OnTgmdZxgYGIjMdliV9yN5mZub4/Lly+jcuTP/vc3KysKKFStw8uRJqcoq/XBeCU1NTRgaGsLU1FSqcwLB90iZxz6i6ishz3mv4LGK4LGMJExNTfm/o1wuF5mZmRI/sFL6+IfD4cidnZ4QQggpCwXdEUKqpbuxd0XOr1dYCLvCIgTxGiOOMYeprha6OZhVcOsqr7ysQlzd+xoFuUUil3N4XDQPO4Sauf89eafTsiWstm4BR136IKCgK//g0eljYperqWug/4JlsHUuPwMJIVUdR0MDWnWsheZzuVxolLqQr6mvD3UZ9jdCKqsff/xR5MVLcUrfFF64cCHc3d0l2s7KyqrM5YI3h6W9gfblyxf06dNHKODOyckJP/zwAxo2bAgrKyvo6OigRo0arAvcv/32m8yZsADwb+KUMDQ0lLkscSrL51QR1q9fjytXrvBvHuzbtw/Tp0+XOouLrq4urK2t8enTJ/68ly9fYvjw4Qpp58uXL1nTjo6OCim3hJqaGnbt2oVr167xb+g8efIE79+/R6NGjRRaV2Ujb3/g7+8vFHCnoaGBzp07o127drCxsYGZmRlq1KghlAFBmsAXUSqiP1i0aBHGjh0r0bqvXr3C77//zp8+ceIEzM0lC4Bv2rSpTO1TFjs7O2hqaqKwsJA/7+XLlxJlS5TV9u3b+ZmddHV1v/ubziXGjBmDH374Afv27cPVq1fx9u1b1nI1NTX06NEDs2bNwsCBAwFAaJhUccEd9vb2CAoK4k8L9qXyUHa/rAgdOnTA2LFjcezYf+fhPj4+UvU9lpaW6NGjh8LaZG9vzwq6U9VnYmRkxA+643K5yM3NlegGrmC/K0vQm+A20vzuVES/b2ZmhsWLF+PEiROs4xoAeP/+PVatWgUPDw906tQJ48aNw4gRIyQOvKwqwsPDcezYMZw8ebLM4VLbtGmDuXPnVmDLKp+SwOmSodCLiorg4eEhdYALANawm0Dx9/39+/do3Lix3O0U1dcout9u0KABFixYgLVr1/LnyRJ017VrV5VldXJwcFDa76YoUVFRrOOdNWvWSJ09tCqqX78+goKCcObMGRw+fBgPHz4UCoBq2LAhJkyYgHnz5kFfX19omNSyjn1Kq2r7kbx0dHSwbds21vCnZ8+ehaenp1S/2Yo+9iktIiICOTk5ZWbHk5TgZ6KlpQU7OzuR68pz3qus4x9Jg+5KD6NrYGCgkCBSQgghRBwKuiOEVDs5hTn4N/FfkcvccnLBQcnQssCQVtbQ0hB+Aqw64hbxcMMzBBmpuWLXsX9/Gsbf/ht2VsvWFnX27YVaDemH531x/QrunzgidjlHTQ395i9Cg9ZtpS6bEEJI1WFpaSnz8E9NmjRR2IVPwaeSExMTpdp+w4YNrBv+jRo1wokTJ9C2bfm/Y4JPF0tLcKitevXqyVWeKJXlc6oIzZo1w6hRo/hDq2ZmZmL79u2sYQsl1blzZ/z999/86dI3rOSRkJAg9AR7p06dFFJ2aXZ2dmjRogWCg4P58548efLdB93J2x/89ttvrBujffv2xYEDB1CnTp0yt5Mls52g0m3V19dXStBDkyZN0KRJE4nW1dBgX5bq1KlTlb1xqqOjAxcXF/z773/nmkFBQZg6darS6iw9nFt2drbM752bmxtret68eTL1aRXJ2NgYy5cvx/Lly1FQUIDk5GSkpaWhVq1aqFevHvT09Fjrv3nzhjXt4uIistzOnTuzAj+Cg4NRVFQk9F2VheDQ1srolxVhyJAhrKC7J0+eqLA1xZ9J6SyqivqtLCoqwqtXr1jzyvpM6tatyxrWNTExUexN6tIEv4ulbwJLSnAbaQL9K+I4sGbNmti8eTM2btyIW7du4ejRo7h48SIrIIRhGDx69AiPHj3CL7/8gv79+2PcuHHo3bt3lRpKs7SUlBScPn0ax44dK3PoeisrK4wdOxYTJ06sdMEmqrJ48WIcPHiQH8h6+vRpLFmyBM2bN5eqnPbt2wsNQR0UFKSQYCHBz9TS0lIp2RqHDBnCCrp79uyZwn53KsIPP/yAEydO8KdfvnwJLpertIdB09PTWcfRCxcuFMquKomjR4+ysmMaGhqyjqsqIw6Hg5EjR2LkyJHIz89HTEwMPn/+DE1NTdStWxcWFhas9SU99vke9iN5ubq6wtTUlH/NprCwEEFBQXB1dVVJezp37sya5nK5CA4ORrt27eQuW/Azad26NWqIuXcjz3mvKo9/Pn/+zBolQhnHPoQQQkhpFElCCKl2/k38F/lc0TesumXnooBRx1VuewDAyDY0tCxQfHH0wel3+PTum9h16sb5wSrxv4vx6qamqOvlCQ0Zhsx5fecG/H0Oil3O4aihz9zf0ahtR6nLJoQQQmRRt25d1lAs8fHxUm1fOrCqRo0auHHjhkQBdwDw9etXqeoSJHiztaoGtFQma9asYd0IO3z4sNSBV4Dwzf379+8LZWOSxfnz51nTampqaN++vdzlitKgQQPWtCKHvlGGkkwgkrxEDS0LCO9D0vQH7969Y2UXaNasGf75559yA+4A+fuCjIwMVsYB6gsU74cffmBN+/r6sm5gEuUwNTVF8+bN0aVLFzRp0kToJl9+fj7ev//v4TANDQ04OzuLLEuwX87NzcX169flbmNISAirDaLqqiwqW78u+D69f/8eISEhcpd7/fp1oaFXy/pMZO37DQ0NWceQsvzOl870B0g3NHFFHgeqqamhV69e+Ouvv5CUlISDBw+iQ4cOQuvl5+fj3LlzGDhwID/rWWBgoFx1+/j4SPz7Ls/Qsnl5eThz5gz69esHa2trzJs3T2TAXY0aNTBy5Ehcv34dsbGx+N///kcBd6WYmppiwYIF/Gkej4eVK1dKXY6enh5atGjBmid4HCwrwXKU1WcL9rmFhYUKOR+oKILHPjk5OfDz81NRa6oPbW1tNG7cGB07dkSbNm2EAu4ACP1Wigu6+x72I3mpqakJ/T6q8vjH3t5eaDh6RXwmRUVFuHz5MmueMo59AOFjFVn6tdLbqKurSxx0R9fACCGEVDQKuiOEVDv+sf4i55twuWiRn4/7PGd8gz5a1TNCQzPphgn7Xr3yi8ObRwlil5t+CUHDDxf40xwdHdQ9cABadaUPWgy9dwe3vfaIX4HDQa9Z8+HQsYvUZRNCCCGy0tbWZg3xERsbKzScizixsbGsi369evWSKDMKUHyzPyoqSrrGlsIwDN69e8eftra2homJiczlkWINGzZk3bDNzc3Fxo0bpS5n4MCBrCwQBQUFMg2tJcjHx4c13aNHD4mHYZFXVc1WIw0nJyfWdEREhMTbPn36lDU9depUaGlpSbRtWFiYxPWIIjgEp+D/QeQ3ePBg1nR8fDxu3LihotaQErdu3WIN+9u1a1exGT2aNWsmlNnF29tb7jYI9svGxsbo2rWr3OVWBFX36926dRPKyqmMz8Te3r7MLJ2y9v0cDoeVKSYjIwPR0dEStxOAUEY+GxsbibdVVd9vaGiI6dOn48mTJ4iIiMCyZcuEMuYAxTfU9+7di3bt2sHe3h7r16+X+v1RNoZh8ODBA0ydOhUWFhYYOXIkfH19UVRUJLRuhw4dcODAASQlJeH06dPo1auX0jJ+VXW//vorK6jk0qVLePbsmdTlDB06lDV95coVoUBVaYWGhuLFixeseUOGDJGrTGmout+VhqOjIxwcHFjzvLy8VNQaUoLL5eLmzZv8aTU1Nfz4449i1/8e9yN5qXI/5HA4Qu/ViRMnRP7uSOP69etITk5mzSvrM5HnvFfwWEXwWKY8Hz9+ZA1nW69ePYmHiKXzXkIIIRWNgu4IIdUKl8fFg/gHIpd1ycmFOoArlOWOJTrkM56cjxS7XDfrE5q+8QEH/5/aX00N1tv/hE7zZlLXFf7oHm4e2FnmOu7T56JJl25Sl00IIYTIq3Xr1vy/uVyu0HAt4ghe1CwdvFeehw8fsgIFpPXx40fWkBzinm4n0lu+fDm0tbX504cPH5b6JnG9evWEgnS2bt3KykYmrcuXLwvd3Jg/f77M5ZUnJiaGNW1ubq60uioLMzMzVma60NBQibeVpz+4e/euxOuKImm2CyK79u3bo2NHdjbu9evXg8fjKaW+WbNm4fbt21K/BPfTbdu2sZbPmjVLKe1VldOnT7Omyxryl8Ph4JdffmHNu3TpUplDR5bn06dPQgEI06ZNg66ursxlKlNl69d1dXWFPjMvLy+psw6X9vLlS1y6dIk1b968eWXezC19HAgI96llEcw2K21/Lri+NNlrS7fTyMgIDRs2lKpuRWjcuDE2bNiA6Oho3L59G2PGjEHNmjWF1nv37h1WrlwJOzs7dOnSBV5eXkhPT6/w9opqj6urKw4fPiyyPXXq1MHSpUsRERGBJ0+e4Oeff4ahoaEKWly1GBgYYPHixax5y5cvl7qc6dOnswKpCwsLsX79ernatmrVKta0tbU1hg8fLleZ4gj2uZqamlJls6wMSmctBICLFy9KHWAjqYYNG8p07DNu3DhWOe7u7qzlgr8JVd3du3eRkpLCn3Z3dxcZ+Fyiqu9H8mIYhjWEPKD645958+axplNSUrB3716Zy+PxeKyhrAGgbdu2IjPSlpDnvLeyHPsAdN5LCCFE+SjojhBSrQSnBiMtP03kMrecXOQzGrjLa4maWuro62RVwa2rfL58ysKtw2FgGNHLNQsy4RR6ABrc/zL9WHh4QF+GJ/bfPX2E63v/hNjKAHSfMgvNu7lLXTYhhBCiCIJD50h6A54R+G0rKCiQuM59+/ZJvK4ogm3s0oUyxSpK3bp1MXnyZP50QUEBVq9eLXU5gjep4uPjZRpeCwCysrKEgkUcHR3Rq1cvmcorT0JCglCAX3V5irx0f5CRkSE0bKQ4svYH+fn5OHLkiOQNFIH6g4qxcOFC1vTTp0/x559/yl3us2fPkJqayprXuHFj9OjRQ+qXYJa31q1bs5YLZnqrykJDQ1lDvNeqVQuDBg0qc5uJEyeyssLyeDzMmDFD5uwi8+bNY2Xq0NTUxJw5c2QqqyJcuXKFNV0Z+vW5c+eyMs5kZWVh7ty5MpXF5XIxY8YM1tDPpqammDBhQpnbtWvXjtUGaQIxXV1dWdOCWfbKEhERgcePH/OntbW10a5dO4m2TU5OZgUnCh7LVjQ1NTX06NEDJ06cQFJSEg4dOoTOnTsLrccwDB4+fIjp06fD3NwcI0aMwJUrV+R6EEVSJZn32rdvX2bmPR0dHYwePRq3bt1CTEwMNm7c+F31nRVlzpw5sLS05E/fvn0b9+/fl6qMWrVqYfz48ax5e/bskTlY+urVq7hw4QJr3ty5c6GhoSFTeeUR7HObN28ucTanymL8+PGsAKWioiJMnDhR7n02JydH6Pugp6cn07GPYKZ5S0tL1nLBfroqYxhGKOBt2rRpZW5T1fcjeQUEBLCOszU0NMrMflsRmjZtCnd39n2Q1atXy/zQwb59+xAUFMSaJ3gtQhRZz3vbt2/Pyuj+6NEjREaKT+wgSPDcV5p9tPT3lsPhVNphjQkhhHw/KOiOEFKt3I0V/URNDR4PHXLz8JDXHFmoiX5OltDTrpwngRUlJ6MAvvteozCPK3I5h1eI5qGe0Mn7yp9nOnMGjEeOkLquyGdP4btrK5gyMkC4TZgGZ/c+UpdNCCGEKIrgcCwPHojOnivIwsKCNf3o0SOJtrt27ZrcT9wL3qQoa0gZIr1ff/0Venp6/OkTJ04IDWVSng4dOgjdBNmxYwc8PT2lKic/Px+DBw9mZctQV1eHl5eX0m7cLVmyhJXBq379+mjevLlS6qpsKro/WLlypVCWPGmV7g/MzMzQsmVLucojog0aNEgog+XSpUvx119/yVzmiRMn4ObmxspcSsqXm5uLadOmsYKrNm7cyMpSKoquri52797NmhcUFISJEydKnbVw1apVOH/+PGveunXrysw2o0rh4eFCQ7cOHDhQRa35T7169YQC2y9evIhly5ZJVQ7DMJgyZQoCAwNZ8/fu3Ssy81ppenp6rJu2QUFByM3Nlajen376iZXZ8OHDh7h48aJE2/7222+s6REjRkicRU3wt6kyHQfq6+tjypQpePjwISIjI7Fy5UqRw+bm5+fj7NmzGDBggNKD2oKCgmBpaYk5c+YgICBA5DqdO3eGl5cXkpKScPLkSfTs2RNqanSLRVY6OjpYsWIFa560+zVQ3LeXDt7jcrkYOHAgoqKipCrn5cuXGDt2LGteixYt8Ouvv0rdJkmkpqZi27ZtrHmVoc+Vlra2Ng4ePMiaFxwcjFGjRkn1wFlpHz58wA8//AB/f39FNLFa2blzJ54+fcqf7ty5s9CxqShVdT+SF4/Hw9KlS1nzfvjhh0qRcXLPnj2s44fMzEyMGDECaWmik0qIc+PGDaHjid69e2PkyJHlbivrea+RkRGGDRvGn2YYBr///rtE2547dw7//vsvf1pPTw8//fSTRNtyuVzWwwqtW7dG7dq1JdqWEEIIkRWdERJCqg2GYeAfJ/pEvUNuHnQYBte5xU8Lj3CpnBfAKwq3kIcbB0OQ+SVP7DoOEadglPGRP204cCBqC2RWkUTUyyBc2b4ZPK7o4D4A+GH0RLTqU/UuOhFCCPm+2NjYoGnTpvxpSW8A1KtXD9bW1vzpZ8+esbLuiBIYGCh0oVoW9+7d4/9ta2vLaj+RX+3atfHzzz/zp7lcrtibtGXZsWOH0I3kmTNnYsOGDRJlVoqPj0e/fv1w584d1vxly5aV+1T3/v37cebMGaEMbGUpKirCokWLcPz4cdZ8SS+ifw969eoFdXV1/rSk/YHg0KMHDhwo94n/gwcPCt2QlVZKSgrCw8P50717965yWVSqkiNHjrCCR4qKijB27FisXr0aOTk5Epfz8eNHDBkyBOPGjaOAOxRn10hMTJRo3bS0NAwaNEjopnNZQ8uWNnr0aIwZM4Y17+TJkxg1ahS+fPlS7va5ublYsGAB1q1bx5rv6uoqlA1R0TIzMzFr1iypM6GEhobixx9/ZAVI2NjYVJqh4JYsWSKUoXPTpk2YO3euRPtHWloaxowZg6NHj7Lmjxs3TqKbzgDQt29f/t8FBQWsm7plMTIyYmXHBYDJkyfj9evXZW7n4eEBX19f/rSamppUQQuljwMBoE+fyvkgY4MGDbB27VpERUXh7t27GD9+vMjhl6UNMpBWVlaWyMxcNjY2WLFiBSIjI/Hw4UNMnToVBgYGSm1LdTJt2jTUr1+fP/3kyROpyzA1NcXRo0dZxzafPn2Cm5ubxAEiV69ehbu7O2sI4Ro1auDkyZOsbE2izJgxQ+oHb+Li4tCzZ0/Wb4qBgQGmT58uVTmVxcCBA4Uybv/zzz9wd3eX6r3Jy8vDtm3b4OzsLJRRu7qS5v3bu3cvK3uZpqYmDh48KNFxv6r3I3lt2LABt2/flmqbnJwcjB8/Xuj3srKc1zZq1Ag7duxgzQsPD0f//v0RFhYmURk+Pj4YMmQI6/iudu3aQg9ZiCPreS9Q/JBi6cD0S5culTtscXBwsNDxujS/uy9evEBGRgZ/uvSxGyGEEKIsFHRHCKk2Pnz7gLjMOJHL3HJyUcio4zavFexq66K1jeqfZFIVhmHgf/ItEj+ki13HJuYmLJP/ezJct2MHWK5bK/WNu5jXwbj0xwbwuOJvJnccMQZtBw4Tu5wQQgipSKNHj+b//enTJ6HhOcQRHKpl/Pjx2LRpE+tiIFAcPLVixQp06dIFaWlpqFGjBmxtbWVqa2RkJN68ecOflvTJYCKduXPnSpxxRpyaNWviwoULrCeweTweVqxYgdatW+PQoUP4+vWr0HZv3rzBypUr0bRpU6GAu4EDBwoNKyRKREQERo4ciQYNGmDp0qV4+PAhaxjE0pKSkuDp6YmWLVti69atrGXt2rXDjBkzJPl3vwvm5ubo1q0bf/ratWsSDaHVsGFDdOjQgT+dmZmJLl264OzZs0IBlq9evcLIkSMxY8YMMAwDR0dHmdt7+fJlVmBl6b6MKJ6RkREuXboEU1NT/jwej4c1a9agcePG2LhxI4KDg0Vu+/nzZxw7dgxDhgyBvb290NBc1VlsbCxsbW0xZswYXLlyRWQATkJCAnbt2gUHBwfcunWLP79WrVrw8fGR6px1//79QsN4nj17Fo6Ojti4cSM+fvwotE1ycjL27NkDJycnbN++nbWsYcOG+Ouvv5SeFYvL5WL//v2ws7ND//79cezYMXz48EFkcHVBQQGePHmCmTNnolWrVoiL+++aCYfDwe7du6Gjo6PU9kpKTU0Np0+fRsOGDVnz9+zZg2bNmmHnzp0igzKjo6Pxv//9D02aNBHKONm+fXvs27dP4jaMGjWK9R2SNFsdUBwMUPqYLi0tDR07dsQff/wh9F0ODQ3F0KFDsXbtWtb8hQsXSpyllGEYXL58mT/doUMHVmBTZcThcODm5oajR48iKSkJ3t7ecHV1VUmQuK6uLsaPHw8/Pz9ERUVh3bp1aNCgQYW3ozrQ1NSEh4eH3OX07NkT//vf/1jzYmJi0LVrV4wbNw5+fn6szKcAUFhYCF9fXwwZMgT9+/fH58+f+cvU1dXh7e0t0UNLp0+fRtOmTdGtWzccPHgQ4eHhQnUBxf1zcHAwFi1aBEdHR7x69Yq1fOPGjUJZkauSrVu3CgX33r9/H82bN8fkyZNx9epVkQ8fFBYW4u7du/j1119Rv359LFy4EFlZWRXV7Epv7NixaN26NbZv3473798L/Z7n5+fj6tWr6NatG+bMmcNavm3bNqmGSVXlfiSvZ8+ewd3dHc2aNcO6desQGBgoNiNtdHQ0tm/fjiZNmuDkyZOsZcOGDatUQepTp07FrFmzWPPCwsLg5uaGX375hfWASYmcnBycOXMGbm5umDRpEut9qFmzJs6ePcsaErossp73AoCLi4vQwwIrV67EsGHDEBoaypqflpaGbdu2oVOnTqygzQYNGpQbqFea4GgRdN5LCCGkIlTvsRMJIdWKuCx3agwD15xcPOE1Qwb0MKN1nWqd9eHlrVhEPE0Su7x2ajDsoq7wp7Xt7WG9axc4Uj6tFvcmBBe3rgO3jJO0doNHosNQChAghBBSeYwZMwYrVqzgX8j+559/4OLiUu52v//+O44fP87POlNQUIBly5Zh1apVsLe3h66uLlJTUxEdHc26SL5r1y6cPHkS0dHRUrdVMFBDEZnziDBDQ0PMnTtXqgvBojRp0gT3799H//798eHDB/78169fY9q0aZgxYwbMzc1hYWGB/Px8JCQkiM34MnHiRBw8eBAaGpKf8kdFRWHz5s3YvHkzOBwOrK2tYWxsDF1dXWRnZyM5ORkpKSkit3V2dsa1a9eq3fBq48aN42dTSEtLg7+/P9zd3cvdbtu2bejatSv/ZkViYiJGjBgBPT09NGrUCGpqaoiPj2cNJ6urq4uTJ0+iVatWMrW1dH9gaWmJ7t27y1QOkVyLFi3w8OFDDB48GBEREfz5nz59wvLly7F8+XLo6enBzMwMpqamyMrKQlJSktj92tDQsNzhL6uDgoIC/P333/yMsVZWVvwAhaSkJCQmJgrdjK5VqxZu3LghdcCMvr4+bt26hVGjRuH69ev8+ampqfzP0NTUFFZWVtDQ0EBCQgJSUlJEBre5uLjg0qVLrGHblK2wsBBXr17F1atX+f+PhYUFjIyMwDAM0tPTER0dLfLGKYfDgZeXF/r3719h7ZWEpaUl7t+/j4EDB7IefIiOjsb8+fPx66+/wszMDJaWluDxeEhISGDd/C+tV69e+Pvvv1nDxJenTp06cHNzw927dwEUB93t3r1bomtI+vr6OHv2LNzd3fn7eXZ2Nn7//XcsXboU9evXh4GBARITE/Hp0yeR7RUMwitLUFAQK9thVTsO1NPTw8SJEzFx4kRER0fj6NGjrCBCZVBTU4OrqysmTJiA4cOHS/XdIPIZO3Ys/ve//7Gy8spi4cKF0NXVxbx58/gPMzAMgxMnTuDEiRPQ0dGBlZUVTExM8PnzZyQkJCA/P1+oHF1dXRw/flyiITlL8Hg8+Pv787NAldRlZGQEdXV1ZGRkICYmRmwQ0MqVKzF79mwZ/uvKQ0tLCxcuXMDs2bNx6NAh/vyioiJ4e3vD29sbGhoaMDMzQ+3ataGuro6kpCSkpKSIze5dkb+bldmLFy/w4sULLFiwAAYGBqhbty50dXXx5csXfPr0CXl5wqPVrFmzRij7oCRUuR8pQlhYGFatWoVVq1ZBXV0dderUgZGREXR0dJCZmVnmeXTPnj2FsrlXBnv27IGRkRE2btzIn1dYWIh9+/Zh37590NfXh5WVFfT19ZGSkoLExESRx3e1a9fGhQsXys2GL0jW816g+KGDV69esR4SPH/+PM6fPw8rKytYWVkhMzMTHz9+FGqzqakpzpw5IzL7rTilz3vbtGmj9KHpCSGEEIAy3RFCqhFxQXfO+fkw4fFwjVf8BHt/J6uKbFal8jE4Ff9e/CB2uV5mHJqEHwUHxTcRNCwsUNfzINSlvBD56e0bXNi8BkUFwifkJVz6D0GnkVXrojAhhJDvn42NDeup51OnToHH45W7nYmJCS5fviz0NHFRURHCwsIQGBiIqKgo/o16NTU1/Pnnn5g2bZrMbS19sdjV1VWqJ9yJdGbMmAEzMzO5y3F0dMTz58/x888/CwWwcblcJCQk4MWLFwgLCxN5o8DMzAzHjh2Dt7e3XMP3MAyD+Ph4hISE4OnTpwgJCREZcKempoa5c+fi4cOHMDExkbm+qmr48OGoVasWf1rSGzQdO3aEl5cXNDU1WfOzsrLw8uVLPH/+nBVwZ2xsjKtXr0qc3UhQcnIyK+PX9OnTWUMEEeUp2ad///13kftkVlYWPn78iGfPniE8PFzkfq2pqYk5c+YgMjJSIf3M96akX3zx4gUSEhKEAt46deqEZ8+eoXXr1jKVb2BggKtXr2L79u3Q19cXWv7lyxeEhITg5cuXSE5OFqpfW1sbS5cuxaNHj2BlpdprDZmZmXj//j2ePXuGoKAgvH//XuQN2UaNGsHPzw9TpkxRQSvLZ2VlhUePHmH58uXQ1tZmLWMYBsnJyQgODsbr169FBtzp6+vjjz/+gK+vr0xDhM6cOZP/96dPn/gBeJJwcXHBgwcPYGdnx5pfWFiId+/eISgoSGTA3cSJE3H58mWpfttL/ybp6+tXuaC70mxtbeHh4YHnz58rtZ4uXbrg3r17mDRpEgXcVTB1dXWpgkrLMmvWLDx58gTOzs5Cy3Jzc/Hhwwc8e/YMUVFRIgOFXF1d8fz5c7kDhUrqev78OQIDA/H27VuRAXcWFhY4e/aswv5/VdPS0oKXlxcuXLggMmN7UVEREhIS8OrVK/5vt6iAuw4dOuDx48f4+eefK6DVVUtGRgb/GsKHDx+EAu6MjY1x+vRpibKei1NZ9iN5cblcxMTE4NWrV3j69KnY82htbW2sXbsWvr6+qFGjhgpaWjYOh4MNGzbA19dX5H6VmZmJiIgIBAUFITY2VuTx3ZAhQxAcHCx1wB0g+3kvUPze+vr6ijwOSUhIQFBQECIiIoTa3KhRIzx69Eiqh85evHjBGu1BMEMgIYQQoiwUdEcIqRZSclIQ8jlE5DK37FxwGQ5uc1ujVT0j1DWpntkDPsdn4rb3G0D4oXwAgFZ+OpxCD0CdVwAAUNPXR13Pg9CUMBV5icT3EfhnswcK84WfwCvRqvcAdBkzqVpnHCSEEFJ5zZ8/n/93TEwM/4nf8rRs2RLPnz/H2LFjxQa8cDgc9OzZE0+fPhUahkMagYGBCAn579hn3rx5MpdFyqerq4slS5YopCxDQ0McOHAA4eHhmDt3brnDvnA4HLRu3Ro7d+5EVFQUxo0bJ1V9S5cuxaFDhzBs2DCJA0Ksra3x22+/ISwsDLt27aq2N6Zr1KjBuhF4/vx5fPv2TaJtJ0yYgAcPHqBLly5llj958mSEhYWha9euMrfz6NGj/JuZWlpa1WoY4MpAV1cXW7duRXR0NFavXi1RALSGhgbatGmD7du3IyEhAbt372bd6Kqu6tSpgwULFsDe3r7M9TgcDjp16oS///4bDx8+lHmY9hJqamqYP38+YmJisHHjRok+QxsbGyxevBiRkZHYuHGjUHCYMhkaGuL+/ftYvHgx2rZtK1GglqamJrp3744TJ04gJCQEbm5uFdBS2Wlra2P9+vX48OEDli5dKtFn7ODggPXr1yM6OhoLFiyQOTvr4MGDYWNjw58unc1JEs2aNcObN2+wdetWoeC70jQ0NNC9e3c8fPgQ3t7eQoHaZcnPz2cNlzdp0iSZAgwJqUhDhw6VOaOvoDZt2uDFixf4559/0KdPn3L7wZo1a2LYsGG4c+cO7t27V+7vjCA/Pz+sXr0aP/zwg0RDcqurq6N9+/Y4cOAA3r17h2HDhklVX1UwaNAgvH//HqdOnULv3r0l+h2sU6cOZs+ejaCgIDx58gQdO3asgJZWfr/88gu6d+9e7ntoZWWFFStWIDIyEiNHjpS73orej+S1c+dO7N69G/369YOpqalE2zRs2BAeHh549+4dVq5cKdVvrSr8+OOPCAwMxL59+9CpU6dyH6QyNDTEhAkT8OzZM35mOVnIc94LFJ+DHj9+HPfu3UO3bt3KzMjfoEED/PHHHwgNDYWDg4NU7Sx9TGZmZoaffqIRlAghhFQMDiNqzANCKpGwsDA0a9aMPx0aGoqmTZuqsEVElIyMDH76fABwc3OrVBf0zkScwbqn60QuuxqXgPh8e4wpXA6P/k0wqVP9Cm6d6mWn5+Pc5iBkpYnOPKfGLUCr4B0wyIwBAHA0NVH30CHotmsrVT1JH97j3PoVyM/JFrtOi5690X3KLAq4I9+doqIivH//njWvUaNGUg39JwqXy0VmZiZ/Wl9fn7LXEFIBXFxc+Nk2BgwYgEuXLkm1/devX/HgwQPExMQgMzMTurq6qF+/Pjp27KiQTEaTJ0+Gt7c3AKBx48Z48+YN9Q0KVpH9b3h4OMLCwhAfH4+srCyoq6vDyMgIdnZ2aN26tUKDcT59+oSIiAhERUUhLS0Nubm50NXVhYGBASwtLdGyZUuVZ2uqTJKTk2FnZ4ecnBwAwJ9//il1wGx0dDQeP36MxMRE5Ofnw8jICPb29ujYsaPcw4nyeDzY29sjMjISADBlyhSpA0SqEx8fH0yaNIk/7e3tjYkTJyq8ntTUVLx8+RLR0dFIS0tDYWEhDAwMYGxsDDs7O7Rq1Uqim/bVFZfLRVRUFEJCQhATE4OcnBzweDwYGBigfv36aNeundKzAiYkJPA/w/T0dDAMAz09PdSrVw8tWrQoM5hKVhMnTsTRo0f501FRURIFm+Xn5+PNmzf48OEDEhMT+b9dhoaGMDIygoODA5o3by5XhtTKICoqCq9evUJsbCwyMzPB4XBgYGAAW1tbtGzZEtbW1gqra8+ePZg7dy6A4gDA6Oho/jDH0nr79i1evnyJlJQU5OTkwNTUFNbW1ujcuTMMDQ1lKvPYsWOYMGECgOKAyoiICNSvX/2udRHlqIrXIHJzc/H8+XO8f/8eqampyM/PR40aNWBubg57e3u0bNlSYX1gUVER3r59iw8fPiA+Ph6ZmZngcrkwMDCAoaEhGjZsCGdn50o1ZHzpa7Curq64d++ewuvIz8/Hq1ev8P79eyQnJyMnJwfa2towMTGBubk5WrduTUPJlqOgoACvXr3Cu3fvkJSUxH8Pra2t4eTkhGbNmin1enpF7kcl7t27x3oQwMPDA6tXr5Zo26ioKLx79w4xMTFIT09Hfn4+dHV1YWhoiLp166JVq1YSB+dVFoL9L8MwCA4ORmRkJL5+/YqCggLUrFkTVlZWcHR0RPPmzRXWPyvivLfEt2/f8OjRIyQkJODLly/Q1dWFubk5nJ2dZQ7WzMzMRN26dZGeng4AWLduHVasWCFTWYQQIqgqHv9WZsq6V6rKmCL5Wk4IIVXE3TjRw300KCiATVERvHhtweEAfZtXv5P7okIurh8IERtwBwCOb4/zA+4AwHLTJqkD7pI/RuLchrID7pq59UT3yTMp4I4QQkilt3btWvTt2xcAcOXKFUREREh1cdDExASDBg1SStsSEhJY2U1Wr15NFwKqOEdHRzg6OlZIXdbW1goNTPjemZubY/bs2di6dSsAYMeOHZg7d65UF4psbW3lzsQlzj///MMPuNPS0sLKlSuVUg+RTu3ateHu7q7qZlRptWrV4t+EVcUFbysrqyoTgKytrY2WLVvKPER1VVG/fv0KCyybNm0a/ve//yE+Ph75+fnYtWsXNm7cKFNZDg4OUmdyKc+2bdv4f0+aNIkC7ki1p6Ojg86dO6Nz585Kr0tDQwPNmjVj3fAjxb9Fbdu2Rdu20l1PJv/R0tJCmzZt0KZNG5XUX5H7kSJU5HGBqhgYGMDNza1CMhQr4ry3hJGREfr166fQ9h08eJAfcGdqakqjPRBCCKlQNLwsIeS7l12YjcDEQJHL3HJywWM4uMltg/b1TWFmUKOCW6daDMPA/8RbJEdliF3HNvoazFNf8KfNfv8Nhv36SlVPSvRHnNuwEvnZ4gPuHH9wQ8/pc8CRcYgXQgghpCL16dMHnTp1AlD8e7plyxYVt+g/27dvR0FB8XDwzZo1U8jQMoQQ8RYtWsTP8h0bG4u//vpLxS36T+m+aerUqawhEUn5Jk2aBA6Hw3opI/sLIYJWr14t9N0rneWOqJa2tjZWrVrFn96/fz8yMsRfV6lIvr6+CAkJAVA8HBxleSGESOP+/ftCvz/KyPpLiKDo6Gih715lH+6+uqms5735+fnYsWMHf3rx4sXQ19dXXYMIIYRUOxTZQAj57j369AiFvEKRy9xycvGMsUcqjDDAuWo8pa5IL27G4F1AstjlZikvUD/6Gn/aePRomEyZIlUdqbHROLt+BfKyMsWu07jDD+g1cz7U1CgLDyGEkKpjx44dUPv/YPFjx47h3bt3Km4RkJiYiL179/KnS7eREKIctWrVgoeHB396zZo1KCwUff5RkS5evIhnz54BKM4msGbNGhW3iBBCvh9TpkyBs7MzgOJh0kpnl1MVhmFYGU1///131K1bV4UtIoQQQsj3orKe9+7fvx+fPn0CADRo0AC//PKLiltECCGkuqG7L4SQ755/nL/I+bWLitAsvwA3uG2gocZBr6YWFdwy1frwMgVPL34Uu1w/MwaOb4+BAwYAoNe9O8yXL5Nq6Ncv8bE4u2458jLFP/HdqF1H9JnzG9Ro2DtCCCFVjIuLCyZPngwAKCoqwvLly1XcouKLnrm5uQCAwYMHo3v37ipuESHVw9y5c/lDAH/48AGenp4qbQ+Px2NlN1qzZg1q1aqlwhYRQsj3RU1NDbt37+ZP//nnn0hOFv9QY0X4+++/8fLlSwBAnTp1sHTpUpW2hxBCCCHfl8p23puZmYmNGzfyp//8809oa2ursEWEEEKqI+kHWyeEkCqkkFeIB/EPRC7rmpMLNQA3uG3xg30tGOtqVWzjVCg1NhN3vN+IXa6V/w1OIQeh/v8ZAms4OcF621ZwpAiM+/IpDmfWLkNuRrrYdRq4tEffXxZBXYN+jgghhFRNXl5e8PLyUnUz+A4cOIADBw6ouhmEVDuampp480b88XVFU1NTQ2hoqKqbUeX8+OOPuH37dpnrtGjRooJaQ6qz8ePHo3PnzmWuY2FRvR4crIw6d+4MhmFU3Qy+UaNGYdSoUapuBiGkiinv2MfKqvqNDkMqnoWFRbnfRTs7uwpqDRGnsp336uvrIyUlRdXNIIQQUs1RlEM1k5eXhydPnuDt27dIS0uDlpYW6tSpg3bt2tEBK/kuPU9+jswC0cOauuXk4gWvIRJhioUtqs/Fg+z0fFzb/xpFBTyRy9W4BXAKPQjtguJgOc26dVF3/z6o6ehIXMfXhE84u245ctK/iV3HrlUb9P91MQXcEUIIIYQQQioFS0tLWFpaqroZhMDOzo6u0xFCCKkQPXr0UHUTCEGNGjXou0gIIYSQKokiHVTs06dPCAwMREBAAAIDAxEUFITMzP8ChGxsbBAdHS13PampqVizZg18fHyQnZ0tcp3WrVtj5cqVGDhwoNz1EVJZ+MeKHlq2Jo+Hdrl52MptC20NNfRsYl7BLVONogIurh8IQVZavth1HN8eh0FmLABA3dAQdT0PQsPUVOI60pIScHbtUmSnfRW7Tn3n1ui/YBnUNTQlbzwhhBBCCCGEEEIIIYQQQgghhBBCSCVAQXcq8PjxY/zxxx8ICAhAQkKC0uu7d+8ehg8fjs+fP5e53vPnzzFo0CCMHz8eXl5e0NKqPkNtku8TwzDwjxMddNcpNw9aAK7z2qJbUzPo1/j+g78YhsHd42+RHJUhdp36UVdhnvoCAMDR0kKd/fugXb++xHV8S07CmbXLkFVGwJ2NU0sM+G05NDS///ecEEIIIYQQQgghhBBCCCGEEEIIId8fCrpTgWfPnuHChQsVUtejR4/Qp08f5ObmsuYbGRmhfv36SEtLQ1xcHLhcLn/ZsWPHkJWVhXPnzoHD4VRIOwlRhoi0CCRmJ4pc5padgxCeLeIZMyyrJkPLPr8ejffPksUuN0sJgm3M9eIJDgdWW7eiZqtWEpefkZqCM2uXIuuL+ADfes2cMHDhCmhQUC8hhBBCCCGEEEIIIYQQQgghhBBCqig1VTeAsOnp6SmsrLS0NIwcOZIVcGdjY4OLFy/i69evePHiBaKiohAdHY2ff/6Zte0///yD7du3K6wthKiCuKFl1RkGXXJzcZ3bDrpa6ujmYFbBLat4H16kIOBylNjl+hnRcHx7AiVhtmaLF8HgR3eJy8/4nIoza5ci83Oq2HXqNGmGQYtWQVNLW+JyCSGEEEIIIYQQQgghhBBCCCGEEEIqGwq6UyF9fX107doVCxcuxNmzZxEdHY0rV64orPytW7eyhq+tX78+njx5goEDB7Iy2NWpUwcHDhzAhg0bWNuvXbsWaWlpCmsPIRXtbtxdkfNd8vJhyGNwndcW7k0tUENTvYJbVrFSYzNxx/uN2OXa+WlwCvWEOq8QAGA8bhxMJkyQuPzMr59xdu0ypKeIz6Jn7dAEgxd7QFO7huQNJ4QQQgghhBBCCCGEEEIIIYQQQgiphGh4WRXo378/3N3d4eDgADU1dtxjVJT4TFTSSE1Nxe7du1nzvLy8YGUlfhjNpUuX4ubNm3jw4AEAID09Hdu2bRMKxiOkKkjISsDbr29FLnPLyUE4ry6iGEusbGFZwS2rWNnf8uG77zWKCnkil6txC+AUchDaBekAAL0e3WG+ZLHEQ0tnpX3F2bXL8C1Z9DC+AGDZ2AFDlqyGVg0d6f8BQgghhBBCCCGEEEIIIYQQQgghhJBKhjLdqUCDBg3QpEkToYA7RTp9+jSysrL40126dEH37t3L3IbD4cDDw4M178iRI2AYRiltJESZ/ONEDy0LAG45xUPLGupoonPD2hXYqopVWMDFtf2vkf0tX+w6TcKPQj8rDgBQo4UTrLduBUddssx/2d/ScHbtMqQlJohdx7KhPYYuXQstnZrSNZ4QQgghhBBCCCGEEEIIIYQQQgghpJKioLvv1KVLl1jTU6ZMkWg7Nzc31K9fnz+dlJSEp0+fKrRthFQEcUF39vkFsCri4hqvLXo3s4CWxvfZDTIMg7vHwpESkyl2nfpRV2D2ORgAoFmvHuru3w81Hcmy0eWkf8PZdcvxNSFe7Drmdo0wZNkaaNekgDtCCCGEEEIIIYQQQgghhBBCCCGEfD++z2iTai4rK4s/RGwJd3d3ibblcDjo0aMHa97Vq1cV1jZCKkJ6fjqeJz0XuaxbTi4ieVaIZOpgQAvxwy1XdUHXohEZlCJ2uXnyM9jG3AAAqBsZoZ7nQWiYmEhUdk5GOs6uW44v8bFi1zGzbYChy9eihq6edA0nhBBCCCGEEEIIIYQQQgghhBBCCKnkKOjuOxQWFobCwkL+dP369WFhYSHx9p06dWJNBwcHK6pphFSIh58eoogpErnMLScH13htUUtPG+3sTCu4ZRXjfVAyAq9EiV1ukBENh4iT4ADgaGujzv590LK1lajs3MwMnFu/Ap/jYsSuU7ueLYatWAcdPX0pW04IIYQQQgghhBBCCCGEEEIIIYQQUvlR0N13KDw8nDXdpEkTqbYXXF+wPEIqO/9Y0UPLWhYVwaGgEDe4bdHPyRLqapwKbpnyJUdnwO+o+H1WOy8NzUMPQp1XCHA4sNqyBTVbtpSo7LysLJxbvxKpMeID+mrVtcGwlRugo28gddsJIYQQQgghhBBCCCGEEEIIIYQQQqoCCrr7DkVERLCm69atK9X2guvHxMQgLy9P7nYRUhEKuAV49OmRyGVds3MRwzPHG8YG/VtYVnDLlC8rLR/X9r8Gt5AncrkaNx9OoQegXZABADBfshgGP0o29HRedhbObViJlOgPYtcxrVMPw1duQE0DQ+kbTwghhBBCCCGEEEIIIYQQQgghhBBSRWiougFE8VJSUljTderUkWp7c3NzaGhooKioeHhOHo+HL1++wNraWiFtS01NlWqbyMhI1nRWVhYyMjLkbgtRrOzs7DKnK8rT5KfIKcoRucwtJwfXeZ1hZVgDDY3Uv6vvUVEBFzf3RyAnvUDsOk3Dj0I/Kx4AoDtqJDQGD5boPSjIzcH17ZuREhUpdh1DC0v0mr8ERRy17+p9JUSRuFwuuFwuAEBNTY0/j8ORL+tmSZnipgkhhCgH9b+EEKIa1P8SQojqUB9MCCGqQf0vIYSoBvW/isXlcsEwDIDiOCQAyMzMhLq6ulzlZmVlyd02WVHQ3XdI8Aulq6sr1fYcDgc6OjrIzMwUW6as9u3bhzVr1shVRmBgIJKSkhTSHqI8gYGBKqn3cs5lkfP1uTy45OVjE7ctHHVzce/evYptmBIxDPA1uAZykzTFrmP38TJqf34FAMhs2hTvWrQA/EUPw1sar7AACf43kPc5Wew6mvoGMG7vhoAXL6VvPCHVCIfDQe3atQEA+vr6AIp/X+U9kBSUkyM68JgQQohyUf9LCCGqQf0vIYSoDvXBhBCiGtT/EkKIalD/Kx8ul8sKtgOAhw8f8gPxZBUbGyt322RFw8t+hwQD5GrUqCF1GTo6OmWWSUhlxGN4CC8MF7nsh9xcJDO18JqxQ6taoodfraoyIrXKDLgzTw6ETexNAEBuvXpI+mkUoFZ+988rLETCvbID7jT09GHdvS80akoX3EsIIYQQQgghhBBCCCGEEEIIIYQQUlVR0N13KC8vjzWtpaUldRna2tqs6dzcXLnaREhFSOAmIJPJFLnMLScXN7htYFYDsK5ZwQ1TopwEDWRGaotdbpD+EQ4RJ8EBUGBqioQJ48Foig/QK8ErKkLi/ZvISy0j4E5XD9bd+0Gjpp4sTSeEEEIIIYQQQgghhBBCCCGEEEIIqZJoeNnvkGBmu4KCAqnLyM/PL7NMWc2aNQvDhw+XapvIyEgMGjSIP922bVs4OjoqpD1EcbKzs1lDyrZt21bqoY3ldTDsIPBOeL4Gw6BzTi7Gc9thSHsbdOtiU6HtUpbPsVm4dTsCgOh0q9p5X+EU6gl1XhHUjIxQ1/Mg6tetW265Rfn5uLF7K3JTEsWuo2dSC/0WroR+rdqyNp+QaofL5eLTp08AALX/zzapp6cHDQ35Dse4XC4rnXXNmjUVPmQtIYQQYdT/EkKIalD/SwghqkN9MCGEqAb1v4QQohrU/ypWUVER/x6pvr4+AMDBwUHu9zQ8XPRoiBWBgu6+Q3p67KxTgpnvJCGY2U6wTFmZmZnBzMxMrjL09PRgYGCgkPYQ5dHV1a3wz+lJyhOR89vl5iGLZ4SXTENsaWsLAwP9Cm2XMmSl5eH+sY/gFokOuFPn5sMp5AC0CjPB0dZG3f37ULNp03LLLczPw4Udm5EY8UbsOnqmtTBy1SYYWVjK3H5CqqOioiKhg0Z1dXWFH5wro0xCCCHlo/6XEEJUg/pfQghRHeqDCSFENaj/JYQQ1aD+Vz4Mw4DD4QAA/33U19eXO0GJouKZZEHDy36HBL9Q2dnZUm3PMIzSgu4IUZa4jDhEfosUuazb/w8t62BphIZmVT/grjCfC999r5GTISaLJcNDk3Af6Gd/AjgcWG3dgpotW0pQbh4u/G8t4sJei11Hz9gEI1ZuoIA7QgghhBBCCCGEEEIIIYQQQgghhFRbFHT3HRLMJBcfHy/V9snJySgqKuJPq6mpoVatWgppGyHKcjfurthlXXNycZ3bDv1bVP1AMYbHwM/nDT7HZYldp8HHy6j9uThwznzpEhi4u5dbriQBd7pGxhi+aiOMLa2lbzghhBBCCCGEEEIIIYQQQgghhBBCyHeCgu6+Q/b29qzp2NhYqbYXXN/GxgY1atSQu12EKJN/nL/I+c3y88Ep0sUzxh79nawquFWKF3g1Ch9epopdbpH0FPXibgMATCaMh8n48eWWKUnAXU1DIwxfuREmVnWkbzQhhBBCCCGEEEIIIYQQQgghhBBCyHeEgu6+Qw4ODqzpN2/eSLV9eHh4meURUtmk5aXhZcpLkcvcsnNxi9sGLeqZoK5JzQpumWK9C0xC0LVoscsN0j/C/t1f4ADQ79kTZosWlVumpAF3I1ZthGmdujK0mhBCCCGEEEIIIYQQQgghhBBCCCHk+0JBd9+hpk2bQlNTkz8dHR2NxMREibd//Pgxa9rZ2VlRTSNEKe7H3weP4Ylc5paTi2u8tlU+y11SVDruHnsrdrl23lc4hR6EOq8IOs7OsNq6BRx19TLLLMzPw8Utkgbc1ZO57YQQQgghhBBCCCGEEEIIIYQQQggh3xMKuvsO6evro0uXLqx5t2/flmhbhmFw584d1rz+/fsrrG2EKIN/rOihZesWFsK0QBuBjCP6OllWcKsUJ/NrHq7vDwG3SHRgoTo3Hy1C9kOrMAuaNvVQZ/8+qJUzJHRJwF1sKAXcEUIIIfKYNm0aOBwOOBwOhg8frurmYMaMGfz2DBkyRNXNIaTaKCwsRJMmTfj73969e1XaHh6Ph6ZNm/Lbs2vXLpW2hyhG165d+Z+pqJetra2qm0iqCVtb2zK/i127dlV1Ewkq33Fqr169+O1ZsGCBqptDCKkCfHx8yvy94XA4uHfvntjto6Ojy91+9erVFfb/kOrr3r175X4XfXx8VN3MakXe/kXVTp48yW9n3bp1kZeXp9L2bN68md+eNm3agGEYlbaHEEIqkoaqG0CUY8CAAfDz8+NPHz58GOPHjy93O39/f0RFRfGnzc3N0a5dO6W0kRBFyCvKw78JT0Quc8vJxW2uC1zqm8PcoOwgtMqqMJ+La/tfIyejQPQKDA9N3nhDLzsB6sbGqOfpCQ1j43LKpIA7QgghihMUFISrV6/ypzU1NTF//nzo6uqqsFUVIygoCEeOHAEAaGhoYMOGDSpuEbBq1SocO3YMubm5uHDhAu7evYtu3bqpullEThEREQgLC0NcXByysrKgrq4OY2Nj1K9fH61bt4apqanC6mIYBh8/fsSHDx8QFxeHb9++ITc3F7q6ujAyMoKDgwOcnZ2ho6OjsDpF4XK52LVrF9LT0/nzOnbsCHd3d6XWK6vdu3cjPDwcANCgQQNMnz5dpe1RU1PD+vXr+cG3q1evxpgxYxT6XakOGIZBdHQ0QkJCEB8fj2/fvkFbWxvGxsZo1KgR2rRpgxrlPPBU1TAMg4iICISHhyM+Ph5ZWVngcDgwNjaGiYkJmjVrBgcHB3A4HFU3tUr48uULHj16hMTERHz9+hXa2tqwsbFBu3btULduXaXUyePxEBoaivDwcCQkJCA7OxtaWlowMTFBgwYN4OLiAn19faXULavY2FhERkYiNjYWX79+RU5ODnR0dGBoaIiGDRuidevWla7N0igqKkJwcDAiIiKQlJSE3NxcaGtro3bt2mjUqBFat26t8L6kMh6nbty4Ebdu3QLDMNizZw9+/vln2Nvbq7pZhKhcUlISXr58iaioKKSnp4NhGOjr66NevXpo0aKFwoPqExMT8e7dO8TGxuLz58/IycmBlpYWDA0NYWtrCxcXF5iYmCisvokTJ+Lo0aNwdXWt1AEs8sjNzcXLly/x4cMHpKamIicnh3/+ZGlpCRcXF9SqVUvVzawyQkND8erVK6SmpiI7O5t/HtqxY0elnYdmZWUhKCgIHz58wJcvX1BQUICaNWvC2toaDg4OaN68OdTUKk8em4KCArx+/RpxcXH49OkTMjMzUVhYCAMDA5iamsLJyQmOjo5QL2c0pMosLS0NQUFB+PjxI759+4aioiLo6emhTp06aNq0KRwcHFTdRBYej4fIyEiEhIQgMTERGRkZ0NHRgYmJCRwdHdGyZUvWKHXyyMrKwqJFi/jTa9asUfl56S+//IJdu3YhMTERQUFB8Pb2xuTJk1XaJkIIqTAMqVT8/f0ZAPyXjY2NTOUkJyczurq6rLL8/PzK3IbH4zFdunRhbbNkyRKZ6lek0NBQVptCQ0NV3SQiQnp6OnPx4kX+Kz09vULq9Y/1Z5r5NBP5erapNjNh6Trm5NOYCmmLovG4PObagdfMnp/9xL6u95jDvLF3YMKdWjA5L1+WW2ZBXi5zZu1SZtuIvmJf+6aNYT7HVc33jJDKrLCwkHnz5g3rVVhYKHe5RUVFTFpaGv9VVFSkgNaSysDGxoZ1DOTv718pyirtxYsXjJGREatsAEz37t2Z3NxchdRRmXXq1In/P0+ePFnVzeH77bff+O1q3rw5w+VyVd2kSm/ChAlC32N1dXUmIiJC7Dbi+l/Bsi5cuCBTm969e8fMmzePsbS0FGpb6ReHw2HatGnD7N69m8nOzpaprn///ZdZtGgR07FjR6HzSFEvDQ0NZuDAgcytW7dkqq88PB5P5GeipaXF+Pr6KqVOeaSmpjKGhob8dh47dkzVTeJzcXHht2v27Nmqbk6V8PXrV+bIkSPMiBEjmFq1apW5L2hqajKDBg1i7t27VyFtc3V1LbM9sl5DYhiGefToETNp0iTG1NS03D7A0NCQGTRoEHP+/HkmPz9fYf/fqFGjJPqfxPW/3t7erG1dXV1lbou8ZV27do3p2LEjo6amJvZ9bN++PXPlyhWZ2yjo+fPnzJQpUxhjY+MyPz91dXWma9eujI+Pj8znI4LHloKv8t6v0NBQZtWqVYybmxur/yzrt6579+7M2bNnFd5WAIyamhpjbGzM2NnZMX379mVWr17NhIWFyfTelObv78+MGjWq3N9WbW1tpm/fvsw///zD8Hg8uetlmMp7nDp06FB+u/r27avq5hAZyHoNQvA3zNvbW+Y2SFuWYJ9e8jp8+LDUdQuWNW/ePJn+h7S0NGbTpk1Ms2bNyu2j6tevzyxdupT59OmTTHVFR0czGzZsYHr16lXusU3Jq23btsyhQ4cUct2q5Lhelt9lcZ9d6VdZ1zeioqLK3d7Dw0Om/ys3N5fx8vJiunXrxmhqapZbj52dHbNgwQLm1atXMtUnSmJiosjffWn+J1Xum6VlZmYy69evZ6ysrMS+hzo6OsykSZOYmBjF3LsoLCxkjh07xri5uTEaGhplfn7GxsbM5MmTmaCgIJnqErz3K+pV3vv1999/MxMnTmQcHR3LbS9QfMw+Y8YMJjw8XOFtLTl+MTc3Z5o3b85MmDCB8fT0lPu+YE5ODrNnzx6mbdu2DIfDKbN+CwsLZu7cuWVetymLvP0LwxTvg3v27GEGDBjAGBgYlFmWjo4OM27cOObFixcytbe0ZcuW8ctt1KhRpbkfsHv3bn67zM3NmaysLFU3iRCFoHtwiqWse6WqjCmqPGH5RKHMzMwwZ84c1rypU6ciISFB7DabNm3CgwcP+NOGhoZYuHCh0tpIiCLcjb0rcr4Rlwu7XHUEojl6NbOo4FYpRsCVj/j4MlXscoukp6gXdwfgcGC1dQt0nJ3LLI8y3BFCCFGksLAwuLu749u3b0LL/Pz8MGzYMBQWFlZ8wyrItWvX8PjxYwAAh8NhPWGqar/++iu0tLQAACEhIThz5oyKW1Q1cblceHh4VHi9mZmZmD17NhwdHbFz504kJiaWuT7DMHj27Bnmzp0LOzs7/PXXX1LXuWfPHmzZsgVPnjxBdnZ2uesXFRXh0qVLcHd3x/Dhw0X2A/KYPXs2jh49KjS/oKAAQ4cOxd27os8BVGXLli38jHz16tXDTz/9pOIW/ad03+Tl5YXY2FgVtqbymz17NiwsLDB58mScOXMGnz9/LnP9wsJCXLx4EV27dsWECROQkZFRQS0tdvv2bdbr5MmTUpcRFhYGNzc3dO7cGd7e3vjy5Uu526Snp+PixYsYOnQo6tWrh4MHD4LL5cryL/BduXIFp0+flquMyiArKwtDhgxBnz598OTJE/B4PLHrPn36FP3798f48ePlGg4qOTkZo0aNQuvWrXH48GGkpaWVuT6Xy8W9e/cwceJEODg44Pbt21LXefLkSaHvnzT++usvrF27Fv7+/qyMpuIwDAM/Pz8MHz4c3bp1Q1xcnNRtLguPx0NaWho+fvwIX19frF69Gk2bNkWPHj3w/v17qcuLjIxEz5494ebmhtOnT5f725qfnw9fX18MGTIELi4ueP78uaz/CoDKfZy6ePFi/t++vr54+vSpCltDqru1a9eioEDM6CJKwuPxsGfPHtja2mLp0qUIDQ0td5uoqChs2rQJdnZ2WLVqFfLz86Wq8/bt21i+fDlu3LhR7rFNicDAQEydOhVt2rSRqI0VZeHChUK/Py1atJB4e3d3d6HtJRkhSpCPjw9sbW0xbdo03L17V6JrHx8/fsSff/6JFi1aoGvXrnL39UDxsWt5v/tVwbNnz2Bvb48VK1aUeQ8zNzcX3t7eaNKkidzXOe7cuQNHR0eMHz8e/v7+KCoqKnP9tLQ0HDlyBC4uLhgxYgSSkpKkqq9FixZC3z1p778uWLAAPj4+CA8PL7e9QPEx+4EDB+Dk5ITVq1crfLjP/Px8JCcnIyQkBEePHsX06dNhZWWFpUuXytS3nj59GnZ2dpgzZw4CAwPLbW9SUhJ2796NJk2aYNasWVKfi/34449Cn8m4ceMk3n7gwIGwtrbGnDlzcPny5XLrz83NxfHjx+Hi4oKFCxfK/PuTmpqKnTt38qd///33SpPRcMqUKfysnsnJydi9e7eKW0QIIRWDhpdVkcePHyM3N1do/qtXr1jTeXl5uHPnjsgyrKys0KRJE7F1LFq0CEePHuUf/EVFRaFjx47YtWsX+vfvzx8KJD4+HuvXr8fBgwdZ2y9fvlyhacQJUTQuj4v7cfdELuuSkwt/Xiu0bWQJE12tCm2XIkQEJOH59Rixyw3TP8Ah4i9wAJgtXgSDcobZooA7QgghivT+/Xv06NGDdcFeS0uLdcHI19cXo0ePxunTpyvNxR9FWrVqFf/vAQMGVKqhsaytrTF69Gj4+PgAKB5mYsSIEZVqKJSq4u+//8bSpUvh5ORUIfVFRERgwIABePfundAyNTU1mJmZwcrKCrm5uUhMTBQKdktOTsbo0aNx9+5d7Nu3T66hS9TV1VG3bl0YGRlBS0sL6enp+Pjxo9ANpXPnzuHjx4/w8/ODkZGRzPWV+O2337B//37WvNL9S15eHgYMGICbN2+iU6dOctcnr+TkZOzdu5c//euvv0JDo/Jcahk6dCgaNGiADx8+oKCgAOvXr4enp6eqm1VpBQQEiLz5oa6uDktLS5ibm6OwsBAxMTFCgULHjh3D27dv4efnBz09vQppb48ePeTa/tChQ5gzZ47Im/ccDgcmJiaoXbs29PX1kZycjOTkZKF1k5OTMWPGDNy5cwdnz56VqR3p6emYOXOmTNtWJtnZ2XB1dcWLFy+EltnY2MDMzAzfvn3Dhw8fWMF4x48fx9evX3Hp0iWpj5mePn2KwYMHi7zxq6GhAXNzc1haWiIjIwMJCQnIyspirfPhwwf8+OOPWLlyJdasWSNxvcrofzkcDqytrWFqaooaNWogMzMTHz9+FApI9Pf35w9RWK+ecq9f+Pn5wdnZGefOnUPv3r0l2uby5csYO3YsMjMzhZZpaWnBwsIC5ubm+Pr1KxISEoSuD7948QIdOnTAnj17ZB6qvDIfp7Zp0wZdu3blDzG5atUq3Lp1S7WNItVWTEwMPD09hZIXKEtmZiZGjx6Nq1evilxubGwMKysraGpqIiEhAampqaygk/z8fKxbtw63bt3CxYsXYWEh34PmlpaWqFWrFnR1dZGVlYXo6Gih34ng4GC4urry+0NxUlNTUbt2bZnbIun2TZo0kev4x9LSUq7tMzMzMX78eFy8eFHkci0tLdSuXRtmZmbgcrlITEzEly9fhILw79+/jzZt2uDSpUvo37+/TG05d+4c/vnnH5m2rUz8/f3Rp08fod97bW1tNGjQADo6OoiPj0dycjJ/WXZ2Nn766SdwuVyZHnjy8PDAunXrRAZ16erqwsrKCoaGhkhKSkJSUpJQgNvZs2fx4MEDXLhwAR06dJCoTmNjY6HvXnx8vNRtF1SjRg3Uq1cPhoaG4PF4+Pz5M2JjY1n/W2FhIdasWYO4uDgcPnxY7jrLkp2djc2bN+PmzZvw8/ODsbFxudsUFhZi1qxZOHTokMjlhoaGsLS0hK6uLhISEpCSksJ64IfL5WL//v24c+cOrly5IvFxj6WlJSwtLVnzHj16JNG2QPF9flEP2GhqasLKygq1a9dGXl4ePn78iJycHP5yHo+Hbdu24d27dzh//rzU1w82b97Mf6DD3NwcEyZMkGp7ZdLR0cGcOXOwevVqAMDWrVsxe/Zs6Ovrq7ZhhBCiZHTXRUXGjBmDnj17Cr1+//131nrJycki1+vZsye2bNlSZh0mJib4+++/WeO4x8TEYODAgTAxMUGrVq1gZ2cHW1tboYC7gQMHCrWFkMrm9efX+Jov+kmubjm5uMFtiwEtrCq4VfJL+pgO/+NvxS6vkfcFzUM9ocYUwXjsWJiUc1BdHHC3jgLuCCGEKER0dDS6devGurlrYWGBgIAAbNy4kbXuuXPnMHHixDKzvFRFd+7cYT2VXhkDBWbMmMH/++3bt7h8+bIKW1N1MQyDlStXVkhdb9++RZcuXYQC7pycnODp6YmUlBQkJibi+fPnePPmDdLS0hAaGooVK1YIXcA8dOgQRo0aJVXmKT09PQwbNgx79uxBcHAwsrOzERUVhZcvXyIgIABv375FZmYmLl++jPbt27O2ffHiBebNmyf7P///VqxYgT///JM1b9asWQgPD0fjxo3587Kzs9GnTx8EBQXJXae8du/ezb+ArqOjg4kTJ6q2QQLU1NQwbdo0/vTRo0dZN6yIeEZGRpg1axZ8fX2RlpaGuLg4BAUF4dWrV/jy5Qv8/f3xww8/sLYJDAysdN8BcTZv3oxp06YJBdF169YN3t7eSExMxOfPnxEeHo7AwEDExMQgLy8Pz58/h4eHh9DNrNRU8Vnay7Nw4UJ8+vQJQPGNzqpq6tSpQgF3kyZNwocPHxAdHY3AwEC8e/cOSUlJWLlyJT8rLVD8sMLatWulqu/Ro0fo0aOHUMBd586dcfLkSaSlpSE+Ph7Pnj1DREQEMjMzERAQgHnz5rHqZhgGa9euxfz586X/p+Wgra2NPn36YNu2bQgICEBWVhbi4uIQHByMp0+fIiwsDJmZmfyb8aVFRUXJlJkIALZt2yaU1eTGjRs4efIkfvvtN1hbW7PWz8nJwfDhw/H6tfhrKiXOnj2LIUOGCAXc9evXDxcvXkRGRgZiYmIQGBiIyMhIZGVl4e7du5g4cSLr4YjCwkL8/PPP2LFjh9T/X1U7Tr19+zaCg4NV1xhS7W3YsIEVDKEs2dnZ6NWrl1DAXe3atbFhwwZERkbi69evCA0NxcuXL5GcnIyEhATs2rULDRs2ZG0TEBCArl27SnVMp66uDjc3N6xfvx4PHjxAeno6EhIS8Pr1a/z7778ICQlBeno6AgMDMXbsWNa2X79+xciRI8Vm2CssLESHDh0wfPhwqbN/lQTe29vbS5RtV5XS09PRs2dPoYC7GjVqYM6cObh9+zYyMzMRHx+PFy9e4NWrV0hJSUFmZiYuXryIKVOmsI5zGIaR+X9OS0tjBYtW1eOn+Ph4jBw5khVwZ2JiggMHDuDz588ICwtDUFAQkpKS8OzZM3Tv3p2/Ho/Hw5QpU/DmzRup6pw3bx7Wrl3LCkrT1NTE7Nmz8eTJE2RmZuLdu3d49uwZ4uLi8O3bN5w+fRpdu3ZllVNy71aaIC1FsLS0xIQJE3DgwAFEREQgOzsbERERCAwMRFBQEKKjo/Hlyxd4enqiTp06rG2PHDkCb29vqes0NzcXOna6ffs2Ll++jP3792PEiBFCD/y9fPkSgwYNKvd6IJfLxahRo4QC7nR1dbFkyRK8evUK3759Q3h4OIKCgvgByYcPH0bLli1Z27x//x6urq54+1b8vTVlMTc3x8KFC+Hn54eMjAxER0fj2bNnCAkJwbdv33D58mU0b96ctc3ly5exZMkSqer59u0b6yG6SZMmQVtbWyH/g6JMmzaN/yDR169flR7oSQghlUKFDWRLWGxsbModK76814QJEySqy8/PjzExMZG43NGjRzN5eXnKfQOkoMrxl4nk0tPTmYsXL/Jf6enpSq/zj2d/MM18mgm9Wh9pwqR4mDHNll9kMnILlN4ORcr4ksscXviQ2fOzn8jX/im+TGCrbswbewcmdtZshlfOuPEFebnMmbXLmG0j+op97Zs2hvkcF1NB/yEh1VdhYSHz5s0b1quwsFDucouKipi0tDT+q6icfoFUHYLHi/7+/iovKz4+nrGzs2OV1aBBA+bDhw/8dQ4dOsSoq6uz1pk2bZrMbZdW6Xq9vb2VUke/fv34ddjY2DBcLlcp9cirefPm/HZ27dpV1c1hqYjPSRoTJkwo8xzp6dOnQtuI638Fy7pw4UK59efk5DAODg6s7TgcDrN27VqJfivi4uKY7t27C7V79erVEv3/b9++leockMvlMlOmTBGqLywsTOIyBG3cuFGoPA8PD/7y1NRUxsXFhbXcxMSEef36tcx1yis3N5epVasWvz3jxo1TWVvKkpSUxGhoaEj9vagI/v7+rM80KipKpe1p3bo1Y2tryxw6dIjJyckpd/2ioiJm+vTpQt/du3fvKqV9rq6urHpkdenSJaE216lTh/H19ZW4jKKiIubQoUOMtbU1A4BxdXWVqS3+/v4Mh8NhADBqamrMli1bWO2ysbERWbeo/tfb25u1raxtkqWsu3fvCr2nf/zxR5nbXL9+ndHU1OSvX6NGDSYuLk6i9iUlJTFmZmas+rS1tZmDBw8yPB6v3O3DwsKYli1bCrXZx8dHovpFkeb9+vDhA5ORkSFV+WvWrBFq77Vr18rdTtrj4Pz8fGbevHlCdfXo0aPM7cLCwhgdHR2h36l//vlHov/v8ePHTP369Vnbq6mpSd2fVIXj1Pz8fMbU1JTfzokTJ6q6SUQKsl6DEPwNk+ccQNqyBPt0wdfmzZslrluwrHnz5km03fjx44XqHTZsGJOamlrutjk5Ocz8+fOFtu/WrZtEfX5cXBzz+fNnidpZwsfHR6i+ffv2iVx3//79/HWMjIwYLy8vVrtKzo8EfxsuXLjAWFlZ8bf9/fffhcoWfL+l/d5ERUWxtpf0npooQ4YMEXpPBg4cyMTGxkpcRmJiIjNjxgz+sbms+0Hpc86WLVsyY8eOFXseVR5V7puC+4WZmRkTHh4udn0ulyt0vt23b1+J23fkyBGhz7B58+bMq1evJN5e8LfezMyMSU5OlrgNpUn7/X7x4gXz9etXifvfr1+/Mq1atWLVYWlpWe6xgeA5mqjjcUHv379nXYMqeZ04caLM7VatWiW0jaurKxMdHV1unUVFRcymTZsYNTU11vaOjo4SncuJ4uHhIfFxo6mpKdOsWTPm7NmzEl23yc3NZR2nAWA0NTWZiIgIidu3bds2/rYcDoeJjIyUeNuKVPr/bNCgQaU8HiVEGnQPTrGUda9UlTFFlOmuGujWrRvevHmDmTNnombNmmLXa9myJc6fP4+TJ09Wush4QkTxj7srcn6H3Dw85Tqjk30d6NeQfUitilaQVwTffa+RmyE8nBEAgOGhabg39LITUKN5c1hv2wpOGUPP/Jfh7pXYdSjDHSGEEEklJyeje/fu+PjxI3+es7MzHj9+DDs7O/68KVOm4Ny5c6xsy15eXhWePUVZYmJicO3aNf70mDFjKu2wrePGjeP/fe/ePYSHh6uwNVVLx44dWdPLly9Xan0LFiwQehp73759WLlypURDjdSpUwe+vr5Cw9WsX78eT58+LXd7e3t7qc4B1dTUsHfvXtja2rLmnz9/XuIyStu5cyeWLVvGKn/fvn38IUkAoFatWvD392f9j1+/fkWPHj0QEREhU73yOnv2LGuY7dL7XGVibm4Od3d3/rSnp+d3l4FUUdasWYOIiAhMmTIFOjo65a6vrq6Offv2wcXFhTVf3NBIlUFsbCwmTZrEmteoUSM8fvxYKJtYWdTV1fnZRfr16ydTW3JzczF16lR+ppG5c+eiTZs2MpWlaps3b2ZNDxw4EAsWLChzm169emHp0qX86by8PImHeJ00aRJSUlL405qamjh37hymT58ODodT7vZNmjSBn5/f/7F331FRXG8fwL9LR0BAQZooIvYKlsSKqBhLYm+x926MNfauGEvs2BV7Yu+9K3ZERFBQpPcqve68f/gyP2YLbN9Fn885nMPMztx7YXfv3Jl55j5C6dOnT5/OGespi6Ojo9RpppYuXSqUwu3MmTOKbBaAb6kBt2zZgqFDh3LW37lzB+/fvxe5T35+PoYMGcJJFVuxYkXcuHEDffr0kaje1q1b4/79+5xZafh8PkaMGIHU1FSJyigv41Q9PT0MGjSIXT558iTS0tLU1yDywxHsS9avX4/09HSl1Xfq1CkcOXKEs27o0KH477//YGFhUeb+hoaG2Lx5MxYvXsxZf+/ePWzcuLHM/atWrYrKlStL1eaRI0di8ODBnHXi+tyRI0di5cqVMDIyQlpaGsaPH4+OHTvi06dPIrePjY1Fv3790KdPH8TExEBXVxd//PEH53xA0+zYsUMoleukSZNw7tw52NvbS1yOtbU1du3ahYcPH8qcHvjWrVs4fPgwgG/jsX379kmdnl4TREZG4sSJE5x1e/bsQd26dcXuo6Wlhd27d3NmQb969Sq8vb3LrC8kJAR//PEHZ13Dhg1x//59ofGQOKNHj8bZs2c5MwYnJCRgzJgxEu0vr8aNG0s0zitmbm6OY8eOcfaJjY2V6P8lLScnJ9y8eVMoTfTmzZvF7vP06VOsWbOGs87NzQ03btxA9erVy6xTW1sb8+fPF8rk9uHDB5Vkcjtw4AD8/PzQv39/ia7bGBgY4N9//+WM9QoKCtjvsyR27drF/t6qVSvUrFlTukarSMkZqUNCQnDr1i01toYQQpRP8866fxBhYWFgGEauHy8vL4nrs7KygqenJ5KSknDnzh1s374dq1atwt9//41jx47h06dPePPmDfr27au8P5oQBfry9QvC0sNFvuaWnYNrRT/ht3KUWpbhM7hzKBDJUZlit6n55SIskt9Dt2pV2O/yhFYpN4Eo4I4QQogipaSkwN3dnRPY0qFDBzx8+BBWVlZC2/fu3Rs3b96Eqakpu04wqKa8OnHiBCdYRZPHz4I3eY8fP66mlpQ/06ZNg42NDbt89+5d3L9/Xyl1vXjxArt37+asmzFjBif1miT09fVx/vx5zsXpwsJCTkCLIunr66N///6cdbIEdu7du5cTlKunp4d///1XZDo8Y2NjXL16lXOjPiEhAZ06dUJoaKjUdcvr2LFj7O/m5uZwc3NTeRskVbI/iImJwb17oh9g+tH16NGDcxNNEtra2pg3bx5n3c2bNxXZLIX6888/kZKSwi4bGRnhxo0bqFZNtvPCihUr4uLFizIF1y9ZsgQhISEAgGrVqmH16tUytUHdilOEliRpsPbMmTM5D8geP368zDSH//33H65fv85Zt379eqmDH83NzXHt2jVUrFiRXZeRkcFJV6dpBAPhlPlAwbp164QC1sTdMNy8eTP8/LjXXw4fPix1EGn16tVx+fJlTvBEVFSUxJ+n8jpOzcvLU0oApaqEhIRg6dKl2LRpk1LrWblyJVavXo2IiAil1vMjaNmyJXr16sUup6SkKO39y87OxpQpUzjrmjVrBi8vL6mDYletWoV+/fpx1i1evBhRUVFyt1MUwTSz4vpcQ0NDLFmyBMHBwRg5ciR4PB4ePHiAxo0bY+3atSgoKAAAMAyDvXv3ol69emwAW48ePeDv74+tW7fC3NxcKX+HvOLj4zF37lzOum7dumHXrl0yBza3bt0ar1+/Rv369aXaLysrCxMmTGCX//jjDzRr1kymNqjb1atXUVhYyC43aNAAvXv3LnM/AwMDoYCqkuk2xZk2bRoyM/9378XY2BjXrl2TOiC1W7duQv3F1atXcerUKanKUZV69eoJfUaUNX6ysbEROid48+aNyDTKDMNg/PjxKCoqYtfZ29vj4sWLnId4JTFu3DjMnj2bs87T0xMvX76Uqhxp9erVS+o+wMjISCj4U9Jzx2fPnrHnToBmj/O6devGebCz5LUTQgj5HlHQ3Q/G0NAQnTp1wrRp07B48WLMmzcPQ4cOhZOTk7qbRohU7kWIvknEYxi0zC7CKx0XdKxbRcWtkt2LS18Q6pck9nXr2GeoFnkHWqamsN+7BzqlPAVJAXeEEEIU6evXr+jSpQv8/f3ZdX369MGNGzc4N2kFtW/fXujpbQ8Pj3J7Q71YySex7ezs5LrAnZCQgHv37mHfvn3YsGEDPDw8sGfPHly8eBFxcXFyt9XJyYlzEV/wKXIinqGhodANbmXNdvfPP/9wlu3s7LBq1SqZyjI2NsbWrVs56wICApQWACT4VHXJWd8kcfToUU5woYmJCa5du4YBAwaI3UdPTw8nTpzA1KlT2XXR0dHo2LGj0m44ipKQkIC7d++yy927d5fo6XZxQkNDceXKFXh6esLDwwMbNmzAgQMHcOfOHc7NIVn17NmTM8MB9QeK1a5dO85ycnJymYFT6hAcHIyLFy9y1nl4eHBmrJWFlpaWRDdJS3r16hW2bNnCLu/cuRPGxsZytUNdvL29OTeNbWxsJA62MjMz43x+cnJyhALqBAkeN1xcXDB9+nQpWvw/dnZ2WLlyJWfdjRs3NHZ2XHmPO9KoWrUqmjRpwllXcjxcrKCgANu3b+es69mzp9TfiWJNmzYVej8PHz7MCZYVR5HjVODbDH4PHz6El5cX1q9fj02bNuHo0aN4/vy53DOmdujQgfOATnk7LmVkZODAgQNo164dnJycsGrVKkRGRiq1zi9fvmDJkiVwcHBA586dcfToUY081pQXq1at4oyNNm/eLDIwRF6HDx/mlFs8U5es48atW7dyjpf5+fnYsWOH3O0URdo+19bWFl5eXnj16hXatm2L3NxcLFq0CCdPngQAPH78GBMnTsTXr1/RoEED3Lp1C1euXEGdOnWU0n5F2b59O3Jzc9nlihUrShTkVRY7Ozu0bNlSqn0WLFiA8PBvExFUr15d5vNGTfDw4UPO8m+//SbxvoLbXr58mTMWExQYGIgbN25w1q1cuVKqWQpLmjJlitAxVnB8pklUOX4SfAiEYRiRMwXfuHEDgYGBnHVbt26VeibkYsuXL+fMIAdo7nsieO4oaTC94FipZPC4rN6+fYsTJ05gy5YtWLduHQ4ePIjbt29zZm+WhbGxMTp16sQuX7hwgcYshJDvGgXdEULKpfsRomcaaZqXB/+CRmhbvzoM9crHtOpBL+Lgc0P0rH0AYJr2GXWD/4WWri7sd2yHfik3RCjgjhBCiCJlZmaie/fu8PHxYdeNHz8ep0+fligVZZMmTeDt7c25wLdkyZJS00tosvDwcM7FQmlntWIYBo8fP8b06dNRt25dWFlZoVOnTpgwYQLmzZuHhQsXYtKkSejduzdsbGzQuHFjHD58uNSLx2Up2cbQ0FChi5pEvPHjx3PSpz579gxXrlxRaB2RkZFCaYrmzZsn84Vm4NuFVxcXF866koEtilTy5hPwLXhEUqdPn8bo0aPZWfgsLS1x//59zoVZcbS0tLBjxw5O+tmwsDB06tQJ8fHxErdBHtevX+c8lS9tf5Cbm4uzZ89i6NChsLGxgaOjI3777TdMnToVCxcuxLx58zBu3Di4u7vDzMwMv/zyCx48eCBze6tUqcIJwr127ZpSZkD8UYmameXr169qaEnpNm/ezAmUsbKyknpWTUUoKCjA2LFj2e/QgAEDZE5RqwkEb5RJmqKsmGBg16VLl8Ru++zZM6FZO5YtWyZXWrmpU6eiSpX/PbTIMIxQALemkOe4IwvBgFRRN6nPnDmD6Ohozjp5gyAWL17MmXUzOzu7zAAPecepJYWGhmL48OGwsLBAhw4dMHr0aPz111+YM2cORowYgVatWsHKygp//PGHzDfudXR00LZtW3b58ePHSk3vqQh8Ph937tzBsGHDYG1tjXHjxuHJkycqbwfDMLh79y5GjBgBa2trjB07Fo8ePaLjupQaNWrESZ+akZEBDw8PhdYhqj/t1auXUFp6adjZ2XFmOgOAffv2KSWYQdY+t1mzZnj8+DH+++8/ODg4sJ9NhmFgYWGBnTt3ws/PD+7u7opussJlZ2dz0jkC32bVEgzuUYWnT59i586d7LKnpyeMjIxU3g5FERw/CY6HSmNtbc0Zu6SmpuLx48ditxf8HlapUkWumX21tLSwbNkyzroXL17g+fPnMpepTKocP4l6mEfUWEHwGoWzs7NQtgZpGBsbC80+fvbsWaUHxMtC8NxR0vPGq1evsr/b29vLPJlORkYGFi9eDDs7Ozg7O2Po0KGYOXMmFixYgLFjx6JLly6oVKkS+vTpIzJgUlIlx6JZWVlyXc8ghBBNR0F3hJByJyknCf5Jwk8XA99Sy14vR6ll4758xf2jH8W+bpCThEYB+6DFFMLGwwMVSnlaviAvFxc2rKaAO0IIIQqRk5ODnj174unTp+y6RYsWYe/evVLd2HV0dIS3tzecnZ3ZdbNmzcKePXsU2l5VEJwtzNXVVar9586di/bt22PHjh2cVL3i+Pv7Y9SoUXBzc0NCQoJUdYlro+DT3UQ8PT09oQvpS5YsUegNzYsXL3KCKvX09IRS58li1KhRnOXbt28r5Ub2ixcvOMuSzqhz5coVDB06lA24cXBwgLe3t9Qz8ixbtoyT1ik4OBidO3dWyiwlguTtD9q2bYv+/fvjxIkTZc5sWVRUhFu3bsHNzQ3Tpk2TORC3ZBvj4+Ph6+srUzlEmGDADQCpU1Wpwvnz5znLo0aNgq6ursrb4eHhwc4YZmZmhm3btqm8DYok2OdUqlRJqv0FPyulfTfPnj3LWbayskL37t2lqk+Qjo6OUApBwYBwTSHrcUdWgt8PUf2v4Hvi4uIideCloMqVKwsFogrWI0je41KxLVu2oG7dujh27BgyMjLEbpeUlITt27ejZs2aMn9eSraxsLAQd+7ckakcZQsODsaiRYvg4OAAd3d3sWmg5ZnxVhKiys/IyMDBgwfh6uoKJycnrFixAmFhYUptx/dk5cqVnP+rp6cnYmJiFFZ+QECA0Hnf6NGj5S5XcKyfkpKC+/dFP6AuD3n7XC0tLc5sgiXXlxcPHz4Umml03LhxKm9HXl4exo0bxz48MWjQILmP/+qmyvGT4HFq2LBhco+Bu3XrBisrK866so7V6sAwDF69esVZp8zxk6j/q+D4KT09XeiYr4i+cciQIZyHFgoLC0t9mEVdBM8dJTlvDA4ORmhoKLvcvn17mep++PAhnJycsGbNmlKPd7m5ubhw4QKaNm0qc9YHuh5JCPmRlJ/RLSGE/L8HkQ/AQPTNzjZZBXil1xztalmqtlEyyEjJxbVd71BUKDolh3ZhLhq/3w29gkxYzpwJ0197iC2LDbjzfyt2Gwq4I4QQIqn8/Hz069ePvXDP4/Gwbds2mVPDWllZ4cGDB5ynHCdPnowjR44opL2qIvjktLQzFAg+XQx8e8K1Xr16+Omnn9C0aVPY2NgIbfPkyRN07NhRpvQOghdTHz16JHUZP7Lhw4ejbt267PLbt29x+vRphZUvODuKq6urQgJ1+vXrx1nm8/kKf+r+w4cPnJsXOjo6GDJkSJn73b59G/3790dBQQGAb7OMPH36FLVq1ZKpHZMmTcKpU6fY2Tffv3+PLl26KH2WsZL9gZmZmdRPmYvqD2xtbdGwYUP8/PPPaNSoESftXrGdO3cKzW4iKeoPlEfw+FC9enXODR9NEBwcLDQTpCJSEkkrMDAQa9asYZf//vtvTir68kgweKDkLJiSKO4PiwUHB4stQ/C40bNnT4UE+ggeNxITExEcHCx3uYqUkJAgNNvbyJEjlVqn4M1IUcdob29vzrLg/1JWguW8ffu21Jms5B2nAt8eLpg5cyby8/M5683MzNCkSRM0bNhQKA10eno6Bg4ciEOHDkldnyYfl75+/Yq9e/eidevWqFOnDtauXStythwDAwMMHDgQly9fxrp165TaJk9PT5w9exa9evUSGdTw5csXLF++HI6OjnBzc4OXl5dCUtR/z5ycnDgBbDk5OTKf84oi2GcbGhqiW7ducpfbqFEjobGzYF8kr5ycHKHUjJL2uW/evIGrqysGDBiA0NBQNvCOx+MhKSkJkydPhrOzs8YG2pYk2LfWrl0b9erVU3k7Vq1axaZ+Nzc319gZaaWh6PFT8f9H0MePH4VmWlPEsVpHRwc9e/bkrFP091ARDh48yBnP1K1bV+q0xtIQFcglOH56+vSpUJp6RbwnlStXFgr00sT3RFS/Iu0+sozzrl69iq5duwo91GtgYIC6devCxcUFlpbc+6pFRUVYu3Ytxo4dK3V9TZo04ZynaNI4jxBCFI2C7ggh5Y641LI18gsQnlcf7RvWhJ6OZndv+bmFuOr5DjkZBaI3YPho8OEQjLNiYTZgACpPGC+2LEkD7gYsWUMBd4SUY/wiPtKTcoR/knORmZLH/qQn54rejn4k+uEXiQ6E/tHo6emxqQcZhgGfz8f06dPlKrNixYq4d+8ep8wRI0YoqMWqUTLNrra2tkwX201MTDB69GicOXMGMTExSElJQWBgIJ4/fw5fX1/ExMQgKioK69at46T8CAgIwPz586Wur0aNGpybo69fv5a6jB+ZtrY2Vq5cyVm3bNkyqW8IiCN4AVhRT5zb2toKBbEo8mLzixcv8Msvv3Buyi9atAj29vZl7uvu7o7c3Fy2L3j37p3IYFNp9OvXj1Omj4+PyIA1RUlISEBUVBS73KBBA5nKqVatGmbPno27d+/i69eviI6Ohr+/P549e4Z3794hNTUVfn5+mDx5MmeG0UOHDgnNWCaJRo0acZapP1CcgwcPcpY1ceYRwRs1Ojo6aNq0qUrbwOfzMXbsWLbvaNeuHcaPF3+uW14Izswi7ey0gtvn5eVxZrIolpOTgzdv3nDWKeq40bRpU6GZjDXpJuXHjx/h7u7OmW1o5MiR+Pnnn5VWZ3Z2ttDMMDVq1OAsh4SECM1Wqqj3RLCcwsJCoVmnSpJ3nHr58mWhYKOGDRvixo0bSEpKwtu3b+Hv74/k5GScOnWKc8wvKirCpEmT8O7dO6nq1LTjUlFREW7evInff/8d1tbWmDhxIp49eya0HY/HQ7t27bBv3z7ExcXhv//+w6+//qr0me709PTQt29fXLhwAbGxsdi+fbvIwAmGYfDgwQOMHj0a1tbWGDVqFO7fv0/pZ8VYunQp+/AGAOzfv19kHywLwX5UMABBHoJ9hCL77OjoaPTo0YMTfN2hQwcMGjSo1P3i4uIwduxYtGjRAo8ePYKBgQFWr16N33//HcC34/7u3bthamoKf39/uLu7o1evXvj06ZPC2q5oigh0kde7d++wfv16dnn9+vVCM6yVR/KOnxITEznL4oLuBL8b2traChsDC34PfXx8RD5cpS6HDx/GlClT2GUtLS3s2LFD5AyUiiIqhajg+EnwPbG2toatrWIyVymzb1SEoqIioQeQJTl3LDnOA76N0aQRGRmJYcOGcT6flStXxr59+5CYmIgPHz7Ax8cHCQkJePr0Kdq2bcvZ/+DBg9i9e7dUderp6XECCgMCAjTq+0EIIYqk3DNBQghRsOyCbDyPfSryNbfsbFwvaol+TTU7tSzDZ3DnUCCSo8Q/ber05QIskt/DqF07WC9bKvZESJqAOwv76vI2nRCiRpmpeTi6WPiCP1Gs4atboaKFobqbIZKPj4/MKQXpoob88vLyOKmBqlevzrk5I4nRo0dj7dq1qFixYqnb2dnZ4a+//sLgwYPh5ubG3vTZt28fli1bJlXaFR6Ph9q1a7M36aOjo5GcnKyRaQ81Vf/+/dG0aVO8ffsWwLcb/0eOHJE7aDQrK4sTuAWAk4ZZXs7Ozrh+/Tq7LO4mhCiJiYnw8/Njl/l8PjIyMvDp0yfcunULDx484Ny4nTRpklAq3u+ZYFBBnTp1pC5j165daN26danpunk8Hho3bgxPT0/06dMHv/32G/Ly8gAA69atQ58+faSqs+SsjQA47zGR3bVr14Se2hdM+6YJPn78yFmuU6cODA1VO+bZtm0bO+umnp4e9u7dq9SbfqmpqTLPohMYGCjxto6OjpzlN2/egM/nS5w+T1SgUXx8vNAMml++fBGa1UVRx40KFSqgdu3anGOFNMcNeWVmZnJmZGUYBpmZmQgNDcWDBw9w/fp1zji4Z8+e2LNnj1LbtH37dqFZhjt27MhZFvxeAYp7T2rXrg0jIyNkZWWx6z58+MCZObqYvOPU7OxsoQBYd3d3XL58WagcPT09DBgwAJ07d4arqyubKjo/Px8jR46UKnW5paUlKlWqxAZTquu49PHjR3h5eeHo0aOlplqrVasWhg8fjuHDh8PBwUF1DRShcuXKmDZtGqZNm4agoCAcOXIEx48fR3h4OGe7rKwsHD58GIcPH0b16tUxYsQIjBw5EjVr1lRTy/8nMDBQ5j46NTVVYe2wt7fHpEmT2JnDCgoKsHz5chw+fFjusgX7CEWP9f/99192WZo+u7CwUCgwJjMzE1FRUXjy5AkuXbrE6f9+/vlnnDt3TuwxOy8vD//88w88PDzYtNSurq7Yu3cvateuzY6LeDweJk6ciJ49e2Lq1Kk4f/48Ll26hOvXr2P69OlYunSpUh+ckYUy30NJFBUVYcyYMezxv3379jLNOCUNVX03HR0dOQFRr169kng2xU+fPgnNbC44o3Mxwfewdu3aqFChgsTtLI3g5yE/Px9fvnxB/fr1FVJ+WYKDgzmpSgsKCpCamor379/j4sWLnPFs8di7U6dOSmtPQUEBNm/ezFlXrVo1oWOOsvvGkiIiIpCdna2w91xee/bswZcvX9hlXV1diTIGyHsNYsqUKUhLS2OX7e3t8fjxY1SvLnzPsFWrVnj48CFGjRqFo0ePsutnz56Nnj17ShUgWbduXfZzWFhYiICAAKWmNyaEEHWhoDtCSLniHeONfL7ogIP2WXmYY9gKGxw1+yby80tfEOqXJPZ1m9hnsI+8C/169WC3eTN4Yp6ApIA7Qgj5scyZM0fdTfihRUREcNJfVK1aVeoypL2wVL16dezbtw+dO3cG8G2Gm3///ZfzpLIkbG1tOTPjhIWFUdCdFHg8HlavXo1ff/2VXbdixQoMHjxYrnJLztZTTN4Z30oSnOlOVH3ieHt7SxTQ1ahRI6xYsULq4K/yTnD2E1n6g3bt2km1vbu7O+bOncvOQvTy5UsEBgZKdUPHxMQExsbGbKo5wRvzRHopKSmYOHEiZ13v3r2VmrJJVoJ9QJUqVVRaf2hoKBYvXswuL1iwQCgQVNHevXsHd3d3pdYBfAtG0NXVZW+Ip6en49q1a5zjhjhhYWEi03+LSgmpiuNGyaANaY4b8vr8+bNE71WNGjWwcOFCjB07VqkBm5cvX8aSJUuE6hac9UPwf6Stra2w7xaPx0OVKlU4xxxx74m849Rjx45xghVsbW1x5syZUgP3zM3NcenSJdSvX58Nznn79i3u3r0r1Q19W1tb9u/KzMxU2cMhqamp+Pfff+Hl5YWXL1+K3a5SpUoYNGgQRowYodSZFeVRp04drFmzBqtXr8bDhw9x5MgRnDlzhg1+KhYeHo5Vq1Zh1apVaNeuHUaOHImBAwfCxMRELe3esGEDNmzYoJa6BS1cuBD79+9ng1yPHTuG+fPny51GVPA7q8yxvjTBTpmZmRL1uVZWVpg9ezb+/PNPkSmNix08eBALFy4E8C0d9fr16zFu3Dix/bSNjQ3OnTuH8+fPY9q0aYiJicE///wDLS0tjflMFCsZpAKofvy0adMmdoYrfX19pT+wAKjuu9muXTtOQM/Zs2exefPmUj9rxU6ePCm0Tlw6bVV+D0XVp0y7d+/Gtm3bSt2Gx+Oha9eu8PDwQJMmTZTWloKCAowbN44Nxi8m6mFFdbwnmhB0FxISIpTBYurUqRKN20qOB7W0tKT6nwUFBeHq1auc/c+cOSMy4K7kNgcPHmRnOga+PaSxa9curFq1SuK6BQP0wsLCKOiOEPJd0uz8i4QQIuB+xD2R6y0Ki/A1pzbaN3aCtpZyTzzlEfQ8Fm9uiL+5ZZr2GXWC/4WutTXsd++GtrGRyO0o4I4QQghRrcjISM6yIi8KlqZTp06cup4+FT3jb2kE2yr4t5Cy9ejRA61bt2aXw8PDsX//frnKFHUxXpEzOwiWpeiL/y4uLli6dCl+++03hZZbHqirPxg2bBhnWd7+ICMjQ+hGIpEcn8/HsGHDODNWmpqalnnjS10E+4CSKcxVYcKECWwwQ926ddmb89+DChUqCAUvLF26VGhWOlEWLVrECZYqJmnQXXk6bsirZs2aWLp0KYYOHarwgIOioiIkJSXh5s2bGDJkCHr16iX0/q1evVooEEDwf1TWbMbSkvQ9kfe4JDimWbFihUR/i4ODA2bMmMFZt3fvXqnqVuU4taioCNeuXcPAgQNhY2ODKVOmiAy409PTQ+/evXHu3DnExsbC09NTYwPuSuLxeOjQoQMOHjyI+Ph4HD9+HL/88ovIWXUfP36McePGwdraGsOHD8edO3dE9kU/iipVqnA+y3w+H0uXLpW7XMHvrDL77MLCQqSnpyusfCsrKyxatAjjx48vMwhq7NixcHR0RL9+/RAYGIjx48dL1E/36dMHgYGBmDhxIszNzfHXX38pqvkK8fXrV6FsA6ocP3369AnLly9nlxcuXCjTDNuaqnv37pzPVlxcHDvjZGni4uJEjrclDbpT5vdQVH3qNmDAACxatEgpAXe5ubkICQnB/v374ezsLJQ21dLSErNnzxba70d8T7Kzs9G/f39OQHz16tWxcuXKMvctLCxEXFwcu2xpaSlVqvIDBw5wMhX8/vvvEj0kpqOjIxSAu2/fPqnS1dP1SELIj4KC7ggh5UYhvxCPIh+IfM01Owc3+D/htyaam1o27stX3DsmnHqkmEFOEhoF7IOOkQHs9+yBrpXoJ+cKcnNx/u+VFHBHCCGEqJBg6hJjY2OV1V0yfZU0KbuKCbZV8G8hklmzZg1n2cPDQyjtnDQEZx8BACMj0Q9cyEKwLFH1yePNmzcYMGAAnJyccPPmTYWWrenU1R/UqFGDs0z9gXrNnTuXk8IZ+JYuyN7eXk0tKp1gH6DI/qYsBw4cYNOU8Xg87N27F3p6eiqrXxUEbyj6+vpi9OjRQjfrS1q7di1OnDgh8jVRx5fyftyQV0hICEaPHo3q1avj2LFjMpfj5uYGHo/H+dHR0YGlpSW6du2KkydPCt1MnDVrlsjUX8r+Xkn6nshzXMrMzOTMiFyhQgWpZvMdM2YMZ/nx48cS7wuo5rgUGhqKuXPnomrVqujRowdOnz7Npmsv6aeffsLOnTsRGxuL8+fPo0+fPuW2rzI0NMSQIUNw48YNREZGYuPGjWjcuLHQdtnZ2Th27Bjc3d3h4OCARYsWcYLJfyRz587lBFSdPXtWprFWScrsI0SVpch+Oz4+Hn/88QeqVauGTZs2lRpkoaenh+fPn+PMmTNSB/2amppi9+7dCAoKgoWFhbzNVihlH3dLwzAMxo0bx44H6tevLzRDVnlnZ2cndLxZtGgRLly4IHaf1NRU9O7dG8nJyUKviTs3L8/fQ0U4deoU2rZti/bt2+Pz588ylREeHi40duLxeDA0NISTkxPGjx+PgIAAzj4VKlTA5cuXRQaq/mjvCcMwGDlyJN6+fcuu09HRwfHjxyWabTYjI4MTGC/t9YeHDx9ylgXHbqVxd3fnzMQXHx+P4OBgifen6w+EkB8FBd0RQsoN3wRffC0Q/cSSa1Yu3hu3hUs1cxW3SjLpyTm4tusd+IWiL1BoF+ai8fvd0GNyUXXbVhjUqS1yu/ycbJz1WIbIgHdi66KAO0II+T7dv38fDMPI9FNaygBN5+XlJfLinrifkkaPHi3xfqNGjSq1HdnZ2ZxlQ0NDuf6usLAwrF+/HgMGDEC9evVgaWkJfX19kW179uwZu19SkvgU9eIIptEonmlIkTTlfVKmDh06cGYyio2NlXo2l5JEXVxV5HsjWJY0qcN69+7N6UMKCgqQkJCABw8eYPHixZyULeHh4ejWrRv27dunsLZrOkX3By9fvsTChQvRvXt3ODo6olKlStDV1RX6/Aum+dPU/mDUqFESf6fd3Nw4+9aoUUPifb28vBTedklt27YN//zzD2fdvHnzMGjQIDW1qGyCfYAy3ntRYmNjMWfOHHZ53LhxUqdXlpWrq6vMY6dDhw5JVVfHjh2FgrKOHz8OZ2dnHDt2DNHR0SgoKEBiYiIuX76Mzp07Y9GiRQC+BSsI9iOibqZp8nFDXk2bNuX8/wsLC5GcnIxnz57Bw8MDjo6O7LaJiYkYPnw4J12xshgZGcHT0xObNm0S+bqyv1eSvifyHJdev36NoqIidrlFixZS3cytVasWJ9g4NjZWqvTlqjguHT58GBs3buTMElPMwcEBixcvRnBwMJ4/f44pU6agUqVKCm+DOtnY2GD27Nnw8/ODn58fZs2aJTL9XmRkJNauXYszZ86opF2HDh2SuY92dXVVeHvMzMwwd+5cdplhGLaflpUy+whRZUnab5uZmXH+n0VFRUhJScGbN2+wbds2NGrUiN02IyMDc+bMwciRI0udDdHS0lL6P0KB+yuDso+7pdm9ezcePXoEQPUPLKjyu+nh4cF57/Pz89G3b1+MHDkSjx49QlpaGvLy8hASEoJt27ahQYMGePHiBQDhWQfFHbs09XuoCP/88w/n/5+dnY3IyEhcuXIFY8eO5YwHHj9+jBYtWuD169dKb1fjxo3x7Nkz/PTTTyJf/57fE1Fmz54tdGzdunUr2rRpI9H+8ozz8vLyOMF+urq6aNu2rcT7a2lpCZ2zP3/+XOL9VTHOI4QQTSD5/KOEEKJm98SkljXk84FsB7T7uQ60NDC1bH5uIa55+iMnQ0xqGYaPBoEHYZwVC5u1a2FUInVZSXnZ2Ti3bjliggLF1kUBd4QQQohqSJNOoaTw8HDMmDEDly5dkqkMWVJBytpWImz16tW4ffs2u7x161aMHj1apnRyom7oKvKpX8Gy5LmBXDwDkKurK1xdXTFv3jxMmjSJnaGJYRhMnjwZjRo10vj0a6mpqfDx8ZFoW3NzczRr1qzM7WT9jj1+/BjTpk3Du3fiH6gpDfUH6nHixAn8+eefnHWjRo3CunXr1NMgCQn2AaqaZWDq1KnsZ9Xa2hrr169XSb3qsGfPHnz69AmvXr1i171//x7Dhw8vdb99+/Zh1qxZnBlaRM0KIu64oaiUpoo8bshLW1sblSpVws8//4yff/4Zs2bNwoIFCzjBrmvWrEHTpk3Rv39/hdZtYGAAZ2dn9O3bF6NGjSp15iXB/5EiUzsCsr8n0vT1ggFyomZDK0uTJk046cIiIiIkfuhHXcclMzMz7NmzBwMGDFB4umJRimf7lETnzp2V1o7GjRtj06ZNWL9+vci+50c3Y8YMbN26FQkJCQCA69evw9vbW+LACEGVKlXijNeUOdbX0dGR+XigpaUFc3NzmJubw9nZGdOmTcM///yDuXPnst/Ro0ePolGjRpzAxO9dxYoVoa2tzQlMVsX4KSoqipNqd8KECTJ/BjWdnZ0d/vvvP/z2229sMA7DMDhy5IhQqlLB/ZYtW4YJEyaw68Sl/lXmGFhUWeocPxkaGqJq1arszK7z58/HgAED2KCrtLQ09O7dG+/fv1d4qmQrKyu0adMGo0aNQvfu3UWmNi/2I70n69atw+bNmznrli1bhilTpshcpjRjp7i4OOTn57PLdevWlTqAt0mTJjh69Ci7HBERIfG+dP2BEPKjoKA7Qki5wDAM7oeJTlvVNicXd4vcMVgDU8syfAZ3DgUiOVr0DH0A4BRyARYpAbCYMgVmffuI3CYvOwtn1y5F7KcgseUYVjSlgDtCvmPG5voYvrqV0PoiPh9Zmf/rY4yMjaGtRZMZy8rYXL/sjcgPSfDpzNzcXKnLePnyJbp06SLXBcWSF8skJXgjTZUpBb83LVu2RK9evXDx4kUA3wK4PD09ZUr1I+rCr6gZWGQlWJYiLzSbmJjg6NGj+Pr1K65evQoAKCoqwuzZs+Ht7a2wepTBz8+PM2NhaVxdXfHgwQOh9YroD/bs2YPJkyfLdRFaVGq8slB/IJ8rV65g5MiRnPetb9++2L9/v0qCNuQh2AcUBxQo0+nTp3H+/Hl2eevWrQq/wadJjI2N8fDhQ4wbN05s2ljB7bdt24YRI0ZwbhoDkgfdxcXFKSylsTKPG/LS09PDpk2bkJ2djd27d7PrZ8+ejT59+pR6Y1fQxo0b0aRJE846bW1tmJiYwMzMDA4ODtDRkeySueD/qKioCImJiQqZsYlhGKHvqbj3RJ7jUmpqKmdZlvSOgvsIllkadR2X0tLSMGTIEBw8eBDDhw9Hnz59hP6PiiTp2ANQ7g3qr1+/4tSpUzh69CiePHlCN8MFGBkZYcGCBZg5cya7btGiRSLHg5KoVKkSvnz5wi4rc6xvbq647C88Hg+zZ89GYWEh5zxnxYoVGDdunELr0mQ8Hg/m5uac2aVVMX6aNGkSmw7TxsYGf//9t9LrVCc3Nzc8fvwYAwYMQEhISJnbOzs7499//+WkRgckD7pT5vdQVH3q5OTkhNu3b8PFxYUNjo+OjsaGDRuwZs0aicuxsrLCsWPHhNbr6+vD1NQUlpaWUqWW/lHekz179mDBggWcdX/88QeWL18uVTk0ziOEEM1HQXeEkHIhODUY0TmJIl9zzcrBYVNXNLBVzNPdivT84heE+olP+2QT+xT2UXdh2qsXLKZPE7lNbmYmzq5dgriQT2LLqWBqhoFL16Jy1Wpyt5kQopm0tLVQ0UJ4+viioiLw9P43k6aJiYFUN50I0XS//PILZ2axspS8oTV37lx06dJFov1sbUsP3he8gFt8EVxSycnJ6N69u1DAXePGjdGuXTs4OTnB1tYWhoaGMDAw4ARvzJ49W+aZsAAgM5Mb/G9qaipzWeJoyvukCqtXr8bly5fZ9Eqenp6YMGGC1ClLjIyMYGdnh+joaHadr68vBgwYoJB2+vr6cpbr1aunkHKLaWlpYdu2bbh27Rp7w/bp06f49OkTatWqpdC6NI28/cH9+/eFAu50dHTQtm1b/PTTT6hevTqqVKkCAwMDoZSy0ty0F0UV/cG8efMwbNgwibb18/PjpB49duwYrKysJNq3QYMGMrVPVvfv38eAAQNQWFjIrnN3d8fJkyfLxdirbt26nOWPHz8iNzcXBgYGSquz5Gw4PXr0wMCBA5VWl6YwNDTE8ePHMWPGDGzZsgW3b98WSgVdqVIlDB48GLNmzULNmjWRlZXFCaLl8XicdKrFHB0doauri4KC/439fX190aJFC7nbnZ2djeDgYM46RR83FGHdunU4fvw42+9GRETg3r17UvWNzZo1Q4cOHRTSnjp16git8/X1lXhcU5rg4GChFFzi3hN5jkuCxwVZboYK7iNP/co4LvXs2RPv37/H5cuXOQ+wFBUV4ebNm7h58yaMjY3Rr18/DB8+HG5ubtD6jh5kKywsxI0bN3DkyBFcvnxZ7M16Q0ND9O7dWyGf3/Js8uTJ+Oeff9gAlYcPH+L27dsyjcHq1KnDSeUoOD6Xh7LH+sC389C9e/eygYNZWVk4c+YMxo8fL1U5Xl5e8PLyUnj7VKFu3bp48uQJu6zI91CUBw8esA81AcC2bduU0i9qGmdnZ3z48AGHDh3C0aNH8fz5c86YG/g229aYMWMwadIk6OnpCV1/cHJyElm24LE6KCgI2dnZCgm0Fvw86OnpiRzDqZOFhQVWrFiBMWPGsOu8vLykCrozMDBQ6Cysgu+JMvvGatWqKTWoXpwTJ04IzWY3cuRIbNmyReqyTExMoKWlxV6DonEeIYRoHgq6I4SUC/cj74tcr80wMM6qirZtGmjczAJBz2Px5ma42NfN0j6hTvC/MPr5Z9isWimy/TmZGTizejESQsU/5WVkXgkDl65FJduqCmk3IYQQoklsbGykemK2pPr16yvswqDgLDKxsbFS7b9mzRokJyezy7Vq1cKxY8fQsmXLMveV9wJhTEwMZ7laNcUH6WvK+6QKDRs2xODBg9lZjDIyMrB582aZLp62bdsW//33H7tc8qacPGJiYoSe8FZGSiJHR0c0adKETVcDfAu8+96D7uTtD2bPns0JuOvRowd2796NqlVLH8/LMrOdoJJtLZ7VSdHq16+P+vXrS7St4GxSbdq0gYODg8LbJK8XL16gZ8+enECF1q1b4/z581Kn51GXdu3acZYLCwvx9u1bpaaELplS7+rVqzKds4eHhwvt9/r1a9SsWVPe5ilVy5YtceLECfD5fERERCAxMRH5+fmoWrUq7OzsOJ/9wMBAzr61a9cWmSLQ0NAQLi4uePHiBbvu9evXQrPkyeLt27ec9HmAco4b8jI1NUWnTp1w4cIFdt3Tp0/lDkiWlZOTE6ysrBAfH8+ue/36tUKClgRToevo6IgdN8pzXDI2NuYsCwb6SUJwH2keRFDFONXFxQVnzpxBSkoKTp48CS8vL6ExV2ZmJg4fPozDhw+jatWqGDp0KIYPH67yAG9Fev36NY4ePYqTJ08iMVH0g8zAt+PZqFGjMGjQIIWlqy7P9PX1sWTJEk7fumjRIpn6mbZt2+L48ePs8tu3b1FYWCjxbJqlEewjlNFn6+jooGfPnpzznKdPn0oddFeetWvXjhN0p6jzNXFKjp0AyPxA1ooVK7BixQp2WfCcTRPp6upiwoQJmDBhArKyshAZGYmkpCQYGRnB3t5eaLYtwfFT8+bNRZbbtm1bznJRURHevn2L1q1by91mwe9hs2bNlPpAi6z69OmDsWPHsuegMTExCA8PlzgVvKIJviexsbGIiYlRyEOWqugby3Lx4kWMHDmSDZIDgH79+uHAgQMynQ/p6OjAxsaGfWAzKSlJ4mPJjzDOI4QQTfD9PLJFCPmu3Q+9IXK9S24eHhf8hN8ay3aTV1liQ77i3rGPYl83yElCw4B9MHSqgarbtoIn4kZNdvpXnF65sNSAO+NKlTFomQcF3BFCCCFKZm9vz5nxIioqSqr9SwZWGRgY4MaNGxIF3AFASkqKVHUJErzIpYkBLeXNihUrOBc4Dxw4IHXgFSB8Afjhw4ec4ExZnT17lrOspaWltMAawcAXRaaGUYYOHTqAYRiJfsSlEhP8DknTHwQHB3Oevm/YsCHOnTtXZsAdIH9fkJ6eznnSnPoCybx79w7dunXj/O+cnZ1x7dq1cpUep3bt2qhSpQpn3aVLl9TUmh+HlpYWHBwc0KJFC7Rp0wbVq1cXukHm7+/PWRZ30xgQPm5cunRJaCYYWQgeNywtLVG7dm25y1UGTTvuCL4ngv9LWQmW07RpU7F9jjzjVME0kbKMQwRnc5Qm9WTJcaqJiYlSU8BVqlQJU6dOxatXrxAQEIC5c+eKfGgkKioKf//9Nxo2bAgXFxds3rxZ7s+ZpGMPedO9RkREwMPDA/Xr10eLFi2wbds2kQF31apVw6JFi/Dp0yd4e3tj/PjxFHBXwujRozmzZr169YoT7Cspwf4hJycH169fl7d58Pf3x6dP3Iwoygos0bQ+V9UEH1oICgpCUFCQmlrz4zAyMkLdunXRtm1bODs7i0yJKen4qU6dOqhcuTJnnSKO1YWFhUJjaU18YAH4NiOuMlO6SqtVq1ZCM8oq4j1JTk7Gw4cPOetU/Z7cuXMHgwYN4ozPf/nlF5w4cUKu2dFLnrvz+Xyh63ziaNI4D6BrEISQ7xcF3RFCNF5cVhwCv4oOPHPLzsHnym6oZSVdOi9lSk/OwfXd78AvFH2hTLswB439d8PQzBD2u3dDW8RFreyvaTi9ahESw0PF1mNiYYlBy9bB3MZOYW0nhBBCiGj6+vqcFBgRERFiUzMJioiI4Fxo6tq1q8QpR3JychAaKn48UBaGYTjp4uzs7JR6M/NH4eTkhFGjRrHLOTk5WLt2rdTl9OrVi3PhNT8/nzMbhqwE0zd17txZZTdSdXV1VVKPOjVu3JizLM2Nt+fPn3OWx40bJ/FMaQEBARLXI8rHj9yHggT/DiIsKCgI7u7uSE1NZdfVq1cPN2/eLJepcfr06cNZPnTokEICtoh8SqaRA4Bu3bqJ3bZfv36c5fj4eFy7dk2u+gsLC4WOPYKfFU2m7uOO4Hvy5s0bvHv3Tq4yk5OTceXKFc66vn37it1ennGq4Cw3fn5+UrRU9D6SzpyTkJDA6V9VeVyqX78+1q9fj8jISFy7dg0DBw4UOTuRr68vZs2ahapVq6J79+44efIksrOzVdZOSWRkZODQoUNwc3ODg4MDFi5ciA8fPghtV6FCBQwbNgx37txBWFgYVq9eLTYd449OR0eHM0sYACxZsoQza5EkGjZsKBTAfOjQIbnbJzjWNzc3V1ja7LKou89VNVdXV6Hz5/3796upNaRYSkoK57zK1NRU7Mx1PB5P6Bh67NgxucfA169f58x0C5R+rNY06vwuF89cXJIi+sYTJ05w0sgXz9apKt7e3ujVqxdnhvp27dopZHZ0Wa9B2NjYcOr++PEj538kCVnHecX1FdPR0ZF4RnxCCClvKOiOEKLxHkQ+EPtalcwqaOWsOTeL8nMLcc3zHXIyCkRvwPDRIPAQTPAV9rt3Q9dOOGAuKy0Vp1YuRFJEmNh6KlpaYdCydTCz1qwZ/gghhJDvWbNmzdjfi4qKhNKZiCN4IbbkTdGyPH78GAUFYsYVEvjy5QsnFURps+cQ6SxatAj6+vrs8oEDBxAWFiZVGdWqVRMKbNiwYQNnRi1pXbp0CW/evOGs+/PPP2Uuryzh4eGcZSsrK6XVpSmqVKnCmZnu/fv3Eu8rT39w7949ibcVRZrZtMi3z3bnzp2RkJDArqtRowZu374NS0tLNbZMdrNmzeKkNIqLi8PevXuVVt/Fixdx+/ZtqX42btzIKcPKykpom+8pSCQ9PZ0TNGdubi4UxFVS69at0aJFC866FStWCKWGlYanp6dQ3zRjxgyZy1M2TTvuDBgwQCgd2tKlS+Uqc82aNZwbooaGhpg4cWKp+8g6Tm3evDnnAYBXr15JNQ75/PkzIiMj2WUbGxuJU4dpwnFJW1sb3bp1w3///YfY2Fjs2rULP/30k9B2RUVFuH79OoYMGQJra2uMHj0a9+7dkzoIS1FKtsfKygpjxozBgwcPhGbK4/F4aNeuHQ4cOID4+HgcPXoUnTp1kim93Y9m8ODBaNSoEbv8/v17/Pvvv1KVwePx8Mcff3DWXbx4USj9oTSio6Oxb98+zrrx48crbfZdTetzVa1ChQqYNGkSZ93+/fslnmVKWm3atJF67HT79m2htObDhw/nvL5nzx6ltFddzp49y7lO8vvvv6NChQpitxcc1yQkJGDHjh0y18/n87Fy5UrOupYtW6JVq1Yyl6lMGRkZQrOmq/u7LPie+Pr6yjSjaLGsrCxs2LCBs65v376wt7eXuUxpvHnzBj169OAE5jdv3hxXrlyBoaGh3OWXHOcBwmMocfT09ODs7Mwu5+fnc1Jml0VUBgBJsyjk5eVxZmVt0KCBRqZfJoQQRaCgO0KIxrsXclXk+tp5+XiV9zN6NrEV+bqqMXwGtw8GIjk6S+w2TiHnYZH2AVU3/wPDBg2EXs9MTcGpFQuQHBUhtgxTK2sMWuYB0yo/1kUOQgghRN0EU8tIerNE8OaXNE+Venp6SrytKIJtbN++vVzlkf+xt7fHmDFj2OX8/HwsX75c6nJmzZrFWY6KisKSJUtkalNmZqbQjb169eqha9euMpVXlpiYGKEAvx9l9rSS/UF6erpQii9xZO0P8vLycPDgQckbKAL1B5KLjY1Fp06dOCka7ezscPfuXdiJeHCqvKhdu7bQbA9//fWX1AHDooiabc3V1RWdO3eW6kfwhpKBgYHQNsbGxnK3V1OsWbOGMyPZsGHDyrwZNXPmTM7ymzdvZL5xHB0dLXTM6dq1q8bOQpGbm4s7d+5w1qn7uKOrq4tp06Zx1l28eBEXL16Uqby3b99i27ZtnHUjR44sc6ZiWcepxsbGnO9ddnY2Tp06JWFrIXRscnV1lXhfTTsumZmZYdKkSXj+/Dk+fPiA+fPni+zzMzIy4OXlhU6dOsHBwQELFiyQOMhRXsUz79nZ2bEz7+Xk5Aht5+DggKVLl+Lz58949OgRxowZ8131naqgpaWFVatWcdYtW7ZM6tmxRo0axfn+8vl8TJo0SeZZtmbMmIGMjAx2WVQfpCgMwwjNuqnuPlcdpk+fznnYKi0trcxAaEkkJibi1atXnHWWlpZSj506d+4slCrb0dGR87qoYOLyKjc3F2vWrOGsGz9+fKn7NGjQQCgwcenSpZygcWl4enri9evXnHWC5/Wa5OrVq5zzUEtLS5Hp1VWpe/fuqFu3LmfdH3/8wenfpLFs2TKh91NV70lgYCB++eUXfP36lV3XsGFD3LhxQ2EZB2Qd5wHCYzPB2VJLc/v2baGHKwRncBXHz8+Pc6xT9ziPEEKUiYLuCCEaLSM/A6+SRKflcMvOQYRVZ9hXEv8Ukyo9vxiCsHdJYl+3ifWGfdQ9WC9dAmMRFyEzUpJwasV8pMREidj7GzNrGwxatg4VLasopM2EEEIIkdwvv/zCWX706JFE+1lbW3OWJX2q9Nq1azLfsC328OFDzrLg30DkM3PmTM4NzGPHjgml8CxLq1athG4SbNmyRerZp/Ly8tCnTx/ObBTa2trYt2+f0mYzmT9/PmeGlxo1anBmBPmeqbo/WLJkidBMVNIq2R9UqVKF88Q7+Z+UlBS4u7sjJCSEXWdpaYnbt2+jRo0aamyZYmzZsgVmZmbscmZmJrp168YJMJRGZmYmhg0bhvXr1yuohT+OFy9eYMuWLeyyubk5Fi9eXOZ+gwcPFuqD5s6dK5Smtiypqano3r070tPT2XXGxsbYvn27VOWo0tq1a5GWlsYuV6hQAZ07d1Zfg/7frFmzhI5/I0aMELohX5bw8HD07NmTM3OhnZ2dUHCBKLIel4Bvqc5LWrp0qUSz3YWHh2Pr1q2cdWUFPpRU8riko6MjlGpOnerWrQsPDw9ERETg5s2b+P3330XOVBMZGYl169ahQYMGQulIFW3mzJlwcXHB5s2bRY4JjI2NMXLkSNy/fx9fvnzBihUr4OjoqNQ2fe969eqFli1bssufP3+WOgWikZGRUL/6+vVrjBo1SuqZEpcuXYqzZ89y1q1atUppMzkdOnRI6NxGlakaNYW1tTX+/vtvzrorV65g+vTpQg/USMrHxwc///wzAgICFNHEH8r8+fM557xDhgyBi4tLmfvt2LGDMyNkRkYGunfvLjQDXFlu3LiB2bNnc9Z169YNgwYNkqocVcnJycGyZcs463799Vdoaak3PIDH42Hv3r2cdkRGRqJ3796cB1IkceDAAfzzzz+cdZMmTVJJsGloaCjc3d2RlPS/+4JOTk64ffs2KleurLB6ateuDQcHB3ZZmnHe2LFjOdeEjh8/LlHQXlFREebNm8dZJzhmLA1djySE/Ego6I4QotGeRD9BIURfgLDPNMdPLppxo+jjs1i8uSl+djqztE+oE/wfLMaNhfngwUKvpycl4tTyBUiNFT81vbmNHQYtWweTyhYKaTMhhBBCpFO9enU0KDFT7f379yXar1q1apxZMl69eoX//vuv1H1evnyJYcOGydbQEkqmgXBwcOC0n8jP0tKSM8tBUVERXrx4IXU5W7ZsEXpaePLkyVizZo1Es2BERUXh119/FZr9Z+HChWjTpk2p++7atQunTp2S6oZRYWEh5s2bh6NHj3LWz5kzR+IyyruuXbty0vFJ2h+0bt2as7x79258/vy51H327NkjlHJTWgkJCfjw4QO73K1bN0otJ0JGRga6du3KuQFqZmaGW7duoV69empsmeI4ODgIzUz18eNHtGnTBjdv3pSqrAsXLqBx48Y4fvy4IptYboWEhEg8c5G3tze6devGme3y77//RpUqZT9gx+Px4OXlBQuL/10bKCgoQP/+/bFv3z6J+vMPHz6gc+fOePeO+5Dj1q1blZ6+9/Tp09i7dy8nLVxZGIbBtm3bsHr1as76qVOnKiRll7z09fVx4sQJziyF6enp+OWXXyROlfbs2TN07NiRM5tI8Xtd1ix3gOzjVAAYOnQoJ81cdHQ0Bg4cWOpsrGlpaejVqxcnjZqzszM6duwoUZ2FhYXw9vZml9u0aQNTU1OJ26wqWlpa6NKlC06cOMGm5BY8lhdLTU1ValtElc/j8dChQwd4eXkhLi4OXl5e6NChAx3jFUgw6PXp06dSlzFkyBAMHTqUs+748eMYPHgwkpOTy9w/JycHs2bNEpp5z9XVFXPnzi1134cPH2L9+vWc76okTp8+jcmTJ3PWDRgwANWrV5eqnO/FjBkz0KtXL866HTt2oH///oiOjpa4nK9fv2LBggVo1aoVvnz5ouhmlkuSPrRWVFSEhQsXcoK9zc3NsXnzZon2r1WrFudhB+Bb2mg3NzeJU3V6eXmhb9++nOOjpaWl1MG4spg3b57QzIhlSUlJQc+ePREcHMyu09bWFpo1WV3atWuHBQsWcNbdu3cP3bp1E0ptLUpRURHWr1+PCRMmcMa/derUwaZNmxTeXkExMTHo3LkzJ910tWrVcPfuXaGH7RShR48e7O9RUVFlXkcoVrt2bfz666/sMp/PR79+/Up96IphGIwbNw5+fn7sOiMjI6F026UpeT2yQoUKcHNzk3hfQggpbyjojhCi0e6LSS1rVViID7k/4dfG6p0GGwBiP6fh/nHxJ4cGOYloGLAPpl3dYSliSuuvCfE4tWI+0uJjxZZRyc4eA5d5wLiS4p6OIYQQQoj0hgwZwv4eHR0t8QwmI0aMEFr28PDgzC4DfLtwtnjxYrRv3x6pqakwMDDgPM0qjc+fP3NSXf3+++8ylUNKN336dLlvEleoUAHnz5+HpaUlu47P52Px4sVo1qwZ9u/fL/IJ/MDAQCxZsgQNGjQQCrjr1asXli5dWmbdQUFBGDRoEGrWrIkFCxbg8ePHYlO6FN9sdnZ2xoYNGziv/fTTT1JdgC3vrKysOIEF165dkyiAxMnJCa1atWKXMzIy0L59e5w+fVooWMfPzw+DBg3CpEmTwDCMXEFfly5d4tyIKNmXkf/p2bOn0M2sWbNmISkpCXfu3JHqR9nBF/Lo06eP0I37iIgIdO3aFe7u7jhy5AgSEhJE7vvu3TusWbMGjRs3Rp8+fRAaGqqKJpcLu3btQo0aNbBw4UK8fPlSqE9gGAYvXrzAhAkT2ON8sb59+0o1c4S1tTXOnDnDCTjLzc1lyz558iSysrKE9nv16hX+/PNPNG3aVCg9+NSpUzlp05UlOjoaEydORLVq1fDHH3/gzp07YmeZSU5OxokTJ9C2bVvMmDGD04/VqFFDouOcqjRs2BCHDh3izNiSkpKCPn36oGfPnrh06ZJQEBufz8eDBw8wevRotG3bVigAY/369VLN5CfrOLVChQrYt28fZ93169fRsmVL3L59mzMbV35+Ps6ePYumTZtybsTq6elJla7swYMHnDRs5eG4VLFiRYwfPx7e3t749OkTFi1ahGrVqqmlLTVr1sSKFSsQGhqK+/fvY+TIkZwZnIjidO7cGR06dJC7nF27dgnNunT69GnUq1cPa9euFRmAFR8fjx07dqBx48ZCgUVOTk44efJkmbNVpaam4q+//oKdnR3Gjh2LK1euiJ09OSMjA5cuXUKPHj2EAm8rVaqkkiAWTebl5YXmzZtz1p07dw61atXCjBkzcO/ePZHByjk5Obh69SomTZqE6tWrY926dVIFnn/v2rVrhw4dOmDPnj2IiBCe1CAzMxOnTp1CixYt4OHhwa7X0tLCgQMHJHpgodi4ceMwZcoUzrp3796hWbNmmDZtGp4/fy60T3HadTc3N4wePZqT0rtChQo4ffo0J3BdWW7duoVWrVqhc+fO2LlzJ/z9/UV+jhiGwcePH7Fq1SrUqVNH6DrBzJkzNWp2+uXLlwvNoPngwQM0bNgQCxcuFBkQmZaWhkOHDqFFixb466+/OOMUS0tLnDt3DhUqKDc7VnZ2Nrp06cLpu7W1tTF//nwEBwdLfe4oyex+gmMlSR/sAL6lRC4523l4eDicnZ1x8OBBoXOG58+fswH9JW3cuBG2trYS1ZeZmYl79+6xy7169VL6e0IIIeqko+4GEEKIOAX8AjyJfSbyNbfsHMTZdoFVRQORr6tKelIOru/xB79Q9JPk2oU5aOK/G6YNa8PWwwM8gQshafFxOLVyATKSEsXWYWFfHf0Xr4aRmblC204IIYQQ6Q0dOhSLFy9mb/qeO3dO6MK7KHPmzMHRo0fZJ0nz8/OxcOFCLF26FHXq1IGRkRESExMRFhbGuaG8bds2HD9+HGFhYVK39fz585xlRcycR4SZmppi+vTpQrPvSKt+/fp4+PAhfvvtN05ay3fv3mH8+PGYNGkSrKysYG1tjby8PMTExIgN6hk1ahT27NkDHR3JT/lDQ0Oxbt06rFu3DjweD3Z2djA3N4eRkRGysrIQHx8vNginadOmuHbtmtpT1Kja8OHDcfv2bQDfbmjev38fXbp0KXO/jRs3okOHDuxNktjYWAwcOBDGxsaoVasWtLS0EBUVxbkhamRkhOPHj0uUOkmUkv2BjY2NRqXw0yQln8YvJmtQz/379xVyk15ZFi9eDAsLC8yYMYNzg7j4xg+Px4OFhQUsLS3ZY1RcXJzYG0I2Nup/IE4TREVFwcPDAx4eHtDT00ONGjVgamqKjIwMxMTEcIKMinXv3h3Hjx+XemYqV1dX3Lp1C/369eP0z0+ePMGTJ0+go6MDGxsbWFlZsfWLC6peuHCh3McxacXFxWH79u1s2kUbGxtUqlQJJiYmyMnJQVJSktjZg6pVq4Z79+5xUrxrgsGDB0NfXx/Dhw/n3MC8fPkyLl++DH19fdjY2MDS0hKpqamIiYkROfuUjo4Otm7dKhQYUBZZx6kA8Ntvv2Hx4sWcz4Gfnx+6dOkCc3NzVK9eHUVFRQgLCxP6HGlpaWH37t1o3LixxG0teVzS19fHgAEDJN5XEzg5OWH16tVYtWoV7t27By8vL6UHvVWsWBFjxozBqFGj0K5dO6XWRbjWrFlT5uzRZTExMcGtW7cwePBgXL9+nV2fmJiIRYsWYdGiRahcuTJsbW2ho6ODmJgYJCQkiJy9tHnz5rh48aJUx960tDQcPHiQne3W0tISFhYWqFixIvLz85GSkoKIiAiR9ZmZmeH27dtKS2NbXpiZmeHu3bsYOnQorly5wq7PycnBtm3bsG3bNujp6cHKygqWlpYoKipCXFwcEhMTRaYS1tbWlipg7HvFMAwePnzIpqKsVKkSqlatCgMDAyQkJCAmJkYomFFbWxv79u1Dnz59pK5vx44dMDMzw9q1a9l1BQUF2LlzJ3bu3AkTExPY2trCxMQECQkJiI2NFRncZmlpifPnz8vdN0jLx8eHTQ2qp6cHOzs7mJmZQU9PDxkZGYiMjBQ73hs5cqRQqmR109HRwenTpzFx4kROkFdmZiY7pjYzM4OtrS0MDQ0RFxeHuLg4FBUVCZVVs2ZNXL58WSUzlCckJAilhy4qKpJ67FYsNDS0zAduW7duDUdHRzbQ79y5cxJnG6hatSqOHTuGfv36IS8vDwCQlJSEsWPHYtq0aahRowYMDQ0RGRkp8rrPmDFjpHrI8vr165zzRroeSQj53v1YV8QJIeXKm/g3yOCLTmXhlGmCFs1aqLhFXPm5hbi26x1yMsQ8mcbw0TDwIMws9FDVcye0DLgBgqlxMTi1ovSAO8tqDhiwdC0F3BFCCCEaonr16ujevTu7fOLECZEX0AVVqlQJly5dEnoCurCwEAEBAXj58iVCQ0PZmxxaWlr4559/MH78eJnbWjL1p6urK+rXry9zWaR0kyZNUsgNk3r16sHHxwcTJ04UCmArKipCTEwM3rx5g4CAAJEBd1WqVMGRI0dw6NAh6OnpydwOhmEQFRUFf39/PH/+HP7+/iIvvGppaWH69Ol4/PixRKnvvjcDBgzgpHcUTLcrTuvWrbFv3z7o6upy1mdmZsLX1xc+Pj6cgDtzc3NcuXIFzs7OMrUzPj4et27dYpcnTJjASY1LflyTJk3C69evRQZvMAyDxMREBAYG4tWrVwgLCxMZcFetWjUcPnwYJ06cUEWTy5X8/HwEBQXh5cuX+PDhg1DAnY6ODhYuXIiLFy9y0pJKo23btnj79i369esn9FphYSEiIyPx+vVrBAUFibwBW6NGDVy/fh1r1qxRezrK2NhYBAQE4Pnz5/Dz8xMbcPf777/j9evXMs8ErGx9+vTBmzdvRAbd5uXlISwsDK9evcLnz59FBtw1adIE3t7eMt20lXWcWmzVqlXYvHmz0BgiNTUVb9++hb+/v9DnqGLFijh9+jRGjx4tcT35+fk4deoUuzx48GCYm5fP6148Hg+dOnXC0aNHhdKQKtq2bdtw4MABCrhTg9atW3PS+smqYsWKuHLlCjZv3gwTExOh15OTk+Hv7w9fX1/Ex8cLBcDp6+tjwYIFePLkicSzDYmTmJiIDx8+4MWLF/D19UV4eLjIgDt3d3e8efNG5gc/vjcVK1bEpUuXsG/fPs4s5cXy8/MRGRmJN2/ewM/PD/Hx8SL74W7dusHPz4/TZ5NvUlJS8O7dO7x8+RJhYWFCAXdVq1bFrVu3pDrulMTj8bBmzRrcuHEDjo6OQq9nZGQgKCgIr1+/RkREhMiAu759++Lt27cqD7gTlJ+fj9DQUPj6+uLFixcIDAwUOd6rWLEiPD09hWbk1RR6eno4dOgQjh07JvK6SlpaGgIDA+Hj44Po6GihgDstLS2MHz8ePj4+Kgm4U6eSab+fP38ucYpZ4Ft62ps3bwr9j3Nyctj/r+B1H21tbSxYsAAHDhyQqp0lr43UqFEDXbt2lWp/QggpbzTv6EoIIf/v4ZcbItcb8fmIzGqBbg3V9yQ9n8/g9sFAJEcLp2spVivkHKoURcN+z27oCFw8TImJxqnl85GRXErAnYMjBixdiwoV5UtXRgghhBDF+vPPP9nfw8PD2ZmuyuLs7AwfHx8MGzZMbMALj8eDu7s7nj9/jpkzZ8rcxpcvX3LScMyYMUPmskjZjIyMMH/+fIWUZWpqit27d+PDhw+YPn16malqeDwemjVrhq1btyI0NBTDhw+Xqr4FCxZg//796N+/v8Q37+zs7DB79mwEBARg27ZtGjfTkKoYGBhg4sSJ7PLZs2eRlpYm0b4jR47Eo0eP0L59+1LLHzNmDAICAuSaMe3w4cNs6lo9Pb0fKg0wKVujRo3w6NEjPHr0CCNGjJAo8MXMzAz9+/fHlStX8OXLF4wYMULtAVuaoE+fPhgwYECZ/0MjIyOMGjUK/v7+WLNmjVSzkopiY2ODM2fO4PXr1xg9ejQndZQo2traaN++PQ4dOoSgoCCV3wQbPXo0jh8/juHDh0scOGdhYYGJEyfi1atXOHHihMhAB01Su3Zt3L9/H3fv3sWAAQPKTKelq6uLbt264ezZs/D19UXLli1lrlvWcWrJ/T98+IBhw4aVenyvXLkypk+fjs+fP6Nv375S1XHhwgUkJSWxyzROJeXB6tWrFXKs09LSwp9//onw8HCsXbtWogejqlevjr/++gufP3/G2rVroa+vL3F9Xbp0wblz5zB+/HjUqVNHor+hYsWKGDJkCO7evYtbt26hRo0aEtf3I+DxeBg3bhzCw8OxZ88euLq6SvRAi5OTE/766y98/PgR165dQ4MGDVTQWs23cOFCtGrVqszxkJOTE9avX4+goCB07NhR7np/+eUXfPz4EV5eXhK9h6amphg5ciRevXqFs2fPyh34Kq2TJ0/Cw8MDHTp0EBm0K4jH46Fx48bYsGEDPn/+jMmTJ2v8eH3o0KEIDQ3F9u3b0bx58zLbW6VKFUydOhWBgYHYu3cvTE2///to48aNY2fWZRhG6mA4V1dXfP78GQsXLiz1M2xgYIDevXvD19eXMyukJGJjY3Ht2jV2efr06RoZ7EkIIYrEY0Q9vkKIBgkICEDDhg3Z5ffv39MJiQZKT0/H/fv32WU3NzdUrFhR5vIYhsGv/7ZHRH6a0GvuWdnQ114Hj4nqSz3x9Nxn+N6KEPu6TYw36oWeRnWvQ6jQrBnnteToSJxeuRBZaaLTgQGAlaMT+i1aBUPjsk+gCCHlQ2FhIT59+sRZV6tWLblvshUVFXGeYjQxMaHZawhRgebNm7MpPXr27ImLFy9KtX9KSgoePXqE8PBwZGRkwMjICDVq1EDr1q0VMmPamDFjcOjQIQDfbvwGBgZS36Bgqux/P3z4gICAAERFRSEzMxPa2towMzODo6MjmjVrxpltTV7R0dEICgpCaGgoUlNTkZOTAyMjI1SsWBE2NjZwdnZW+Q0GTRYfHw9HR0d2tqJ//vlH6oDZsLAweHt7IzY2Fnl5eTAzM0OdOnXQunXrMgM1ysLn81GnTh32CfixY8di//79cpVJ1KdDhw5s6i0AImekkRfDMPj48SMCAwMRHR2NjIwMaGlpwdzcHBYWFmjUqBFq166t1pt2mj7+Lfk/jIqKQkZGBrS1tWFpaYl69eqhRYsWcs1GWhY+nw9/f38EBgay6Uv19PRQqVIl1KxZE82bN5freo04JT8Trq6uItM1i1I821JoaCiSk5ORnZ0NAwMDmJqawtLSEk2bNtXYWe0kVVBQAF9fXwQFBSE+Ph45OTnQ19eHhYUFatWqhebNm8PQ0FBh9ck7Ti2Wn5+Pp0+fIjQ0FImJidDS0kKVKlVQu3ZttGzZUuYbqB07dmSvIXbq1Al37tyRqRyiHpreB5dHMTEx8PX1RVhYGL5+/QqGYWBsbIxq1aqhSZMmImfjklXxjFGhoaFISEhAVlYW9PT0YGpqisqVK2vEcb4kLy8vzoxmhw4dwqhRoyTePywsjBM0OHLkSE4KS0XJysqCr68vQkJCkJSUhJycHFSoUAHm5uawtbVF8+bNUblyZYXX+z3Jzs6Gr68vPn/+jISEBOTm5qJChQqoWrUqXFxcUKtWLaXWn56eDh8fH3z+/BkpKSnIz89HhQoVYGtri3r16qFRo0YK7+uk/XwX9798Ph8hISGIjY1FdHQ00tPTUVBQABMTE5iamsLBwQEuLi5KGe+pUnJyMnx8fPDlyxekpaWhsLAQRkZGqFq1Kho0aIB69eopvK9avnw5VqxYwS7fv39frgfglGHOnDnYtGkTgG+BhxEREVIFY5f09u1bBAQEICEhAXl5ebC0tIS9vT3atm0r87WIlStXYtmyZQC+Zf0IDQ0t959FQmj8q1jKuleqzpgi+VpOCCFKEpoeKjLgDgDqZ+rBvOPPqm1QCR+expYacGeWFow6n/6D7ca/hQLukiLDcXrVImR/TRO7v7VTbfRbuBIGRj/mjCGEEEJIebBy5Uo2xdDly5cRFBSEOnXqSLx/pUqV0Lt3b6W0LSYmBsePH2eXly9fThcCyrl69eqpLE2KnZ0d7OzsVFLX98DKygpTp07Fhg0bAABbtmzB9OnTpbpQ5ODgoLSAknPnzrEBd3p6eliyZIlS6iHfDx6Pp9I+53uk7v+hlpYWmjRpgiZNmqilfmlZWlrC0tKy1Jk/yztdXV20bNlSrhnspCHvOLWYnp4eOnTooNCbza9fv+Y8tLtq1SqFlU1IeWVra6uyh1rMzMzQunVrtG7dWiX1/SiMjIzQtm1btG3bVt1NKbcqVKiANm3aqC1la8WKFeHm5gY3Nze11C8NLS0t1KpVCy4uLt/1tZ7KlSujS5cu6m6Gxpk3bx52796NrKwsJCQk4PDhw5gwYYJMZTVt2hRNmzZVWNtycnKwY8cOdnnOnDkUcEcI+SHQfJ6EEI30KPyuyPU8hkF2ViO4N7RWcYu+ifmchgfHP4p93SAnEY3e74fVn3/A9P8vcBZLDA/FqZULSw24s6ldF/0XraKAO0IIIUTDde/enb0YzDAM1q9fr+YW/c/mzZuRn58PAGjYsCEGDRqk5hYR8n2bN28eeyE5IiICJ0+eVHOL/qdk3zRu3DhUr15dja0hisbj8Tg/5X02MFJ+ODg4CH3+iObQ5HHq33//zf7evXt3tGrVSo2tIYSUN6NHjxY6/kg6syoAHD58WGj/5cuXK629hBR78OCB0Gev5Cx3RPW8vLyE3pOSs9xpqipVqmDGjBns8saNG1FUVKTGFv3PwYMHkZiYCOBbO6dPn67mFhFCiGpQ0B0hRCM9+HxF5PomefnIsOqCiga6Km4RkJ6Ug+u7/cEvEp3CR7swB038d8Oid1dUnjCe81pC2BecWrUIOelfxZZvV7c++i9cCf0KRgptNyGEEEKUY8uWLWxarSNHjiA4OFjNLQJiY2Oxc+dOdrlkGwkhymFhYcGmTwGAFStWoKCgQI0t+ubChQt49eoVgG+zmpSHGwiEEEIUQxPHqb6+vjh79iyAb7P/FadGI4QQQgghkluwYAE7Q+qnT59w+PBhNbfo2yx3a9euZZfXrl0LY2OaXIQQ8mOguy+EEI3zNe8r3mZ8Eflay6wiODRV/RTf+bmFuOr5DrmZYm6eMXw0DDyIKk0dYbNsGecp7/gvn3F65ULkZqSLLb9q/Ybou2AF9AwrKLrphBBCCFGS5s2bY8yYMQCAwsJCLFq0SM0t+hbsk5OTAwDo06cPOnXqpOYWEfJjmD59OptKMiQkBHv37lVre/h8PhYvXswur1ixAhYWFmpsESGEEFXSxHHqggULwDDfHmSdNm0a6tatq+YWEUIIIYSUP8bGxpyZjJcvX47c3Fw1tgjYunUrYmJiAADNmjWjmRwJIT8UHlN8pkuIhgoICEDDhg3Z5ffv36NBgwZqbBERJT09Hffv32eX3dzc2BRL0roacgXznywQ+drkCGv0m3EZVhUNZCpbFnw+g+u73iHMP1nsNrU+nYaTUQyqHz8GbRMTdn3c52CcWbsEeVlZYvet1rAxes9dCl0D1f1NhBDVKywsxKdPnzjratWqBR0dHbnKLSoqQkZGBrtsYmICbW1tucokhBBSNup/CSGq5uPjg9TUVLGvGxoasiklv2fU/6qft7c3G+Qvirm5OZo1a6bCFhFCVIX6YKJKsbGxCAgIKHWbZs2awdzcXORrubm5ePLkSan7Ozo6wtHRUeY2EiKJ1NRU+Pj4lLpNgwYNYGNjI/Z16n8VS97+hRDy46D+V7GUda9UnTFF8rWcEEKU4OGniyLX2xUUIt2ok0oD7gDg+fmQUgPubGOewCE/APbH/uME3MUEf8TZtUuRn5Mtdt/qjZ3Ra84i6OpTwB0hhBBCCCGEEPEoiIloih8huJMQQoj62djYlBqEVBYDAwN07txZgS0iRDbm5ub0WdQw8vYvhBBCSDEKuiOEaJQCfgGeJIh+4qdNdi4qNeqm0vZ8eBoL39sRYl83SwtGnegrsD9yCLolBuhRge9x7u8VKMgV/+S3Q9Nm6DV7EXT09BTaZkIIIYQQQgghhBBCCCGEEEIIIYQQojwUdEcI0ShvE94igykQ+ZpFpjU6NlHdVO8xn9Pw4PhHsa8b5iSiUeAB2G/bAMMS05OGvfPFxQ2rUZifJ3ZfR5cW+G3WQujo6iq0zYQQQgghhBBCCCGEEEIIIYQQQgghRLko6I4QolEefr4kcn0FPh/ZvDaoaWmsknakJ+Xg+q534BcxIl/XLsxBY/9dqDp/Jkw6dGDXf3nzCpf+WYuiAtGBgwBQs/nP+G3mX9DWoYA7QgghhBBCCCGEEEIIIYQQQgghhJDyhoLuCCEa5UHEA5HrW+fkQr/eb+DxeEpvQ35OIa7u9ENuVqHoDRg+GgYehP2g7qg0ZAi7+tPLp7iyZT34RWL2A1CrZWv0mDEP2jrU/RJCCCGEEEIIIYQQQgghhBBCCCGElEcU9UEI0Rjh6eEIL0gT+ZpjlhFaOTdSehv4fAa3DgQgJTZb7Da1Pp+FQzM7VJk7h133wfshru/YBIbPF7tfndbt0W3qLAq4I4QQQgghhBBCCCGEEEIIIYQQQggpxyjygxCiMR5+uSFyPY9hUJjXDE3tzZXehmfnQxD+Plns67YxT+BkkQLb9V7gaWkBAN4/uIObu7cCjOhUtADQwLUzukyaDi0tbYW3mRBCCCGEEEIIIYQQQgghhBBCCCGEqA4F3RFCNMaDkCsi1zfKy4d2jV+hraXc1LIfnsbg7e0Isa+bpQajQbY3qh06AS1DQwCA3+3ruLN/Z6nlNnHvhk5jJrNBeoQQQgghhBBCCCGEEEIIIYQQQgghpPyioDtCiEZIz0/Hm4wwQERcnXM2D43at1Nq/TGf0vDg2EexrxvmJKJxxH+ofvwAdCpXBgC8uXYR9w/vK7Vcl2490WHkePB4yg0YJIQQQgghhBBCCCGEEEIIIYQQQgghqkFBd4QQjfA04hGKxMSlaWfXQSsnC6XVnZ6Ug+u7/MDni6m/MAeNP+yH446/oe/oCAB4ceE0npw8XGq5LXv1R9vfR1LAHSGEEEIIIYQQQgghhBBCCCGEEELId4SC7gghGuFh8DmR660LC6Ft2Q0GutpKqTc/pxBXtvsiN7tI9AYMHw0DDqDW4ukwatkSDMPg2ZkTeHbmZKnlth4wFD/3G0wBd4QQQgghhBBCCCGEEEIIIYQQQggh3xkKuiOEqF0hvxCPEn1FvtYqqwAOrbsqpV4+n8Gt/f5Ijc8Vu02tz2dRZ3hnmPbsCYZh8PjkYby6eKbUctsNGYWWvforurmEEEIIIYQQQgghhBBCCCGEEEIIIUQDUNAdIUTt/BLeIh2FIl8zy7KFa/2qSqn36bnPCA9IFfu6bcxjNGhhDovJk8EwDO4f3gvf65dLLdNt1AS4dOup6KYSQgghhBBCCCGEEEIIIYQQQgghhBANQUF3hBC1exgkOrWsIZ8P3QqdYVpBV+F1BnrHwO9OpNjXzVKD0LRSOGxX7gYYBncOeOLdnRulltl53FQ0ce+m6KYSQgghhBBCCCGEEEIIIYQQQgghhBANQkF3hBC1ux/5UOT6n3LyYNm0l8Lri/mUiofHPgDgiXzdMDsBLjl3UW3fQTA62ri1exsCHt4RWx6Pp4VfJs9AA9dOCm8rIYQQQgghhBBCCCGEEEIIIYQQQgjRLBR0RwhRq8j0SIQVpYt8zT7LDO2b1FZofV8Tc3Btx1vwGdEBdzqF2XCO+g81j+wAKlTAte2bEPT0kdjyeFpa6D59Duq2bq/QdhJCCCGEEEIIIYQQQgghhBBCCCGEEM1EQXeEELV6+Pmy2Nf0eT/D1sxQYXXl5xTiypbXyMtjRL7OY4rQ8NNR1N2xEtrWVXBly9/4/OqZ2PK0tHXw65/zUKtla4W1kRBCCCGEEEIIIYQQQgghhBBCCCGEaDYKuiOEqNW9z1dErm+Qlwezuv0UVg+fz+Dm7rdISy4Qu43T53NovGQ8dOvUwaVNa/HlzSux22rr6qLn7IVwdG6hsDYSQgghhBBCCCGEEEIIIYQQQgghhBDNR0F3hBC1yczPhG92JCAi02vDLF383Ly5wup6ejoIEUGi09gCgF30Y7gM/QkGbdvi/PqViPB/K3ZbHT199J67BNUbN1VY+wghhBBCCCGEEEIIIYQQQgghhBBCSPlAQXeEELV5GnEPhSIC7gDAoKAhalsZK6SegCfR8LsfI/Z189QgtHABTAYPwLl1yxH14b3YbXUNDNF3/jJUrddQIW0jhBBCCCGEEEIIIYQQQgghhBBCCCHlCwXdEULU5t6H0yLXVyksRCX7vuDxxETkSSE6OBWPjn+EyOn0ABhmJ6BlxQBUmrUaZ9cuReynILFl6VcwQt8FK2Bbu67c7SKEEEIIIYQQQgghhBBCCCGEEEIIIeUTBd0RQtSiiF+EJ8nvRcbCtcwuQkO3TnLX8TUxB9e3+4DPaIl8XacwG80zb8B6vQfOeCxDQmiI2LIMjE3Qf9EqWDk6yd0uQgghhBBCCCGEEEIIIYQQQgghhBBSflHQHSFELfwT3uIrr1Dka6Y5DmjmUFmu8vNyCnFl0wvkFYgOuOMxRWgcdRrVty7A2U1rkBQRJrasCqZm6L94NSyrOcjVJkIIIYQQQgghhBBCCCGEEEIIIYQQUv5R0B0hRC3uB/4rcr0Bn4/KFj2grSV7alk+n8GN7a+QlsYXu02tsItwWjoB53ZvQUpMlNjtjM0rof+SNahsZy9zewghhBBCCCGEEEIIIYQQQgghhBBCyPdD9BRQhBCiZPeinohc3zwnHzWb95Kr7CfH3yPqS47Y1+2iH6HeRDdc/PdgqQF3JhaWGLT8bwq4I4QQQghRkYKCAtSvXx88Hg88Hg87d+5Ua3v4fD4aNGjAtmfbtm1qbQ8hRHOsWbOG7Rtatmyp7uZg3bp1bHtatGgBhmHU3SQiJy8vL/Y9Fffz4MEDdTeT/ACWL19e5mcxLCxM3c384T158oR9P4yNjREfH6/W9vz7779se+zt7ZGdna3W9hDyvQkLCyuzb16+fLm6m0n+n4ODQ6nvVYcOHdTdRKXp0KFDqX+7g4NDqfvTOIRoilGjRpX5WSSqJW//om7u7u5sW+fOnavWttA1cPnQTHeEEJWLzoxGGJMp8jW7bAu0rid7kNv7BxHw904U+7p56kc0dK+Mq3cuIzM5Sex2plbWGLhkLSpaVpG5LYQQQsj3Kjw8HH5+fggPD0dGRgZ4PB5MTU3h4OAAZ2dn2NjYKLS+tLQ0+Pv7Izg4GKmpqSgoKIC5uTmsra3x008/Kbw+UbKzs7Flyxbk5+ez67p37660QIvc3Fx8+PABgYGBSExMRFZWFkxNTVG5cmW4uLigTp06SqlX3bZv344PHz4AAGrWrIkJEyaotT1aWlpYvXo1+vbtC+Dbxd6hQ4eicuXKam1XecMwDMLCwuDv74+oqCikpaVBX18f5ubmqFWrFlq0aAEDAwN1N1NjpKam4vXr1/jy5QvS0tJQWFgIY2NjVK1aFQ0aNEDdunUVWl9ycjI+fvyIiIgIJCQkICsrC9ra2jAzM4OdnR2aNWumkn72zp07ePLkfw9nVaxYETNmzIC2trbS65ZWVFQU1q5dyy6vW7dOja355o8//sC2bdsQGxuL169f49ChQxgzZoy6m1XuaMKYQ9WSk5Ph6+uLsLAwpKamIi8vD6ampjA3N0f16tXRrFkzVKhQQd3NLBcKCwvx/PlzfP78GYmJiSgqKoKlpSUaN26MZs2aQUtLOc+/x8XFwdfXF6Ghofj69SsYhoGJiQmqVauGJk2aaNzNpvT0dHz8+BHh4eGIjY1FVlYWAMDMzAzW1tZwcXFB9erV1dxK+aj6fInP52P69Ons8qxZs2BlZaXQOqQ1aNAg/P3333j79i2ioqKwbt06rFy5Uq1tIgT4dq795s0bfPr0CYmJicjNzYWhoSGsrKxQp04dNG3aFLq6ugqrj8/n4/Pnz/D390dsbCzS09NhaGiISpUqoV69enB2dlZofd8TVR/fYmNjERwcjIiICCQlJSE7Oxt6enps/928eXNUqlRJoXXK6uvXr3j79i1CQkJUMmYtDiY6dOgQRo0apdCyNUVMTAzevXuH8PBwfP36FQUFBTAzM4O5uTmcnJzQtGlT6OnpqbuZ5UJubi68vb0RFhaGxMREaGlpwdraGk2bNkXjxo2VVq+qx1/y0pRrMcoUFBSEgIAAREZGIjMzE9ra2jA3N0eNGjXQrFkzjbu+mpmZiYCAAHz8+BHJycnIzc2FmZkZLCwsULduXVSrVk1hdZ07dw537twBAJiammLBggUKK1sWdA1cTgwhGu79+/cMAPbn/fv36m4SEeHr16/MhQsX2J+vX7+K3fb4qy1MQ6+GIn927JwvcxsiPyYzOyfeZnZMvCvy58DwE8zbufMZz/FDmY0De4j9OfDnRCY9OVHmdhBCiCgFBQVMYGAg56egoEDucgsLC5nU1FT2p7CwUAGtJep26NAhzvjH1dVV5rLu37/PKat69eoylRMTE8MsWrSIcXR05JQn6qd+/frM2rVrmZSUFJnqKioqYu7evcv8+eefTMOGDSWqb+fOnUxWVpZM9ZUlNzeXcXd3F6rX1NSUef36tcLq8ff3Z1asWMG0a9eO0dXVLfVvrlKlCrNgwQImOjpaYfWrW2JiImNqasr+jUeOHFF3k1jNmzdn2zV16lSGYaj/LUtKSgpz8OBBZuDAgYyFhUWpn2ddXV2md+/ezIMHD1TSNsF+sfhnyZIlcpfVq1cvmdqUnZ3N7Nixg2nZsiXD4/FK/X9ZW1sz06dPZ4KCgmSqKzExkdm0aRPTu3dvxtbWtsw+FgDToEED5p9//lFaP3v9+nVGT09PqN7hw4czRUVFSqlTHkOGDGHb2LFjR3U3h7V9+3a2XVZWVkxmZqa6m6QUiux/NW3MUZLgeFDUz/3792UqOy4ujlm5ciXTqFGjMuvQ1tZmXFxcmPXr1yt03HHjxg25/ybBfUNDQ2VujzxlhYeHM+PGjWNMTEzE/h+trKyY5cuXK+yzk5qaynh4eEj0ua1Ro4Zc48Zly5aVWUdp/6+srCxm586dzKBBgxgHBweJjjsODg7MihUrmOTkZIW3FQBjZGTE2NnZMT/99BMzbdo05vz583Kfn6vyfEnQ3r172bLNzMxKvS4rL2n64MuXL7PtMjAwYCIiIpTWLqJZqlevrpDjFcMwjKurK6esQ4cOSV0Gn89nLly4wPz666+Mvr5+mf3DwIEDmbt378rc5tjYWGbHjh1Mz549mYoVK5Zan6GhITN8+HDmzZs3UtURGhpaZl+zbNmyUssQN9Y4cOCA1H+zYFkzZsyQugyGUe3xLSwsjFmzZg3TtWvXMs9Zi39atmzJ7N+/X+pjhuB3QvCnrOt+RUVFzK1bt5jJkycz9erVk+g4o8gxqzzfP8HvsOBPWdcp5R2HlObLly/MX3/9xTg5OZVZh56eHtOmTRvG09NT6vFJaXbv3i3X3ySqL5CVvGUFBAQwAwYMYAwMDMT+Hx0cHJgtW7Yo5L4Iw6h2/DVy5Mgy6yiNKq/FSNJWHo/HmJiYMPb29kz79u2Z2bNnM7dv32b4fL5M/59iwcHBzIwZMxgbG5sy62/RogWzfft2mfsqefsXhmGY58+fM/Pnz2datGjBaGlplVqevb09s3TpUiYxUb4Ygry8PKZGjRpsuStXrpSrPEUSdQ1c0ZR1r1SdMUUUdEc0HgXdlQ/SBN2NPOEuMuBuwJ7azGVvX5nqT0vIYvZOuSk24G73mMuM96jJzPbRg0oNuPOaPYXJTFXMBS9CCCmJgu6INDQp6C4vL49ZunRpqRdMxP1UrFiR2bp1q1QBEzdu3CjzpFzcT61atZiXL19K+R8qXX5+PvPbb7+JrbNSpUrMu3fv5KojKipKogvK4v7Hhw8fVtBfq15z585l/65q1aop7AKcIpw6dYptm56eHhMeHk79bymmTJkiMoBKkp8RI0Yo9UYxw4gPujMxMZH6wpkigu5OnjzJWFtbS/2/0tbWZiZPniz1/+v27dsyvTfAtxtbjx49kvpvLM29e/cYQ0NDsXVOmDBBofXJy9/fn3Mh9ubNm+puEis7O5tzw9DDw0PdTVIKRfW/mjbmECQ4Hpw7dy5z+/Ztzo+0N4yysrKY+fPnyzSuK+53xowZw8TExMj1t2VkZDDVqlUTWUd5C7o7cOBAmQEcJX8cHR3lGjsWFRUx27dv5zyoIOmPvr4+s2TJEiY3N1eqOkNCQoQ+e126dJH4//Xp0yeZjztVqlRhzp49K3FbJQ26E/VjZ2cn00Mfqj5fEpSbm8vY29uzZS5YsEDmsiQhTR/M5/M55zkTJ05UatuI5tCkoDsfHx+mWbNmMvULHTt2ZD59+iRVfT179izzpr2oHy0tLWbOnDlMXl6eRPUIBsd06dJFqK8OCQkptQxxQXfVq1eXuB3iypI26E4dx7d9+/bJfMxo2rQp4+/vL3FdT548EXp/SpZX2nU/TRizyvr9Yxjh77Dg/+HJkyel7i94bN+4caNQGTk5OVK1KSkpiRk/fjyjra0t0/9VX1+fmTNnDpOWlib1/6OkyMhIsYG55S3obtWqVVL1fS4uLkx4eLjMbVXH+CsgIEDos9e4cWOJ/1+qvBYjSdCduJ/atWsz169fl+p/wzAMk56ezkyZMkWm75WVlRVz4sQJqet8/fq10HtiZWXFllvafRBfX1+JgjVF/VhbW8v0Pyq2c+dOtiwjIyOFBvLKS9Q1cEX7HoPuKL0sIUSlsgqy8C4vFhCR2r52liHaNKkvdZl5OYW4vM4b+UWiuzQeUwTH9IvwqZCG/NwcseVYOTqh38KVMDSpKHUbCCGEkO9RXFwcevfujRcvXgi9xuPxYGFhATs7OxQWFiImJgYpKSmcbdLT0zFjxgzcunULJ0+ehImJSZl1fvr0CbGxsSJfq1SpEqytrWFkZIT4+HhEREQI7evq6oobN26gffv2UvylohUVFWHo0KG4fPkyZ72enh6bZjYlJQXu7u54+PChzClfU1NT8f79e5GvGRkZwcbGBpUqVcLXr1/x+fNnFBUVsa+np6dj5MiRiI+Px9y5c2WqXxPEx8dj586d7PLMmTOho6M5p6v9+vVDzZo1ERISgvz8fKxevRq7du1Sd7M01osXLzipmItpa2vDxsYGVlZWKCgoYNO2lHTkyBF8/PgRd+/ehbGxsaqaDADIyMjAunXrsHHjRpXUV1BQgClTpmD//v0iXzc1NYWNjQ2MjIwQExODhIQEzve/qKgIu3btwp07d3D58mW5005bWFjAysoKJiYmyM7ORmRkJFJTUznbhIaGokuXLrh48SK6dOkiV30A8OzZM/Ts2RM5Of87TyvZxwLA3r17UaFCBWzevFnu+hRh2bJl4PP5AICmTZsq5P+gKIaGhpg2bRqWL18OANiwYQOmTp0q0fH3R6RJYw5J1K9fH507d5Z5/+DgYPTp0weBgYEiX69QoQKqVKkCS0tLZGRkIDY2VqiPLioqwsGDB/Hff/8hJCRE5vSV8+fPF/qflkceHh5YuHCh0HozMzM4ODiAz+cjNDQUGRkZ7GtfvnxBhw4d8PjxY9SvL901sIyMDAwZMgRXrlwR+bq5uTlsbW2hq6uLmJgYJCYmgmEY9vW8vDysWrUKt27dwoULF2BtbS1RvY6OjnB0dOSsO3bsmFRtF8XMzAw2NjaoWLEicnNzERsbi4SEBM42CQkJGDBgAA4cOKD0dHbR0dEYMWIEHjx4gP3797Op9EqjjvMlQXv37kVkZCQAQF9fHzNmzJC6DGXh8XiYM2cO+94dPHgQ8+fP17iUx+T7tXfvXkybNg0FBQVCrxkaGsLGxgaVK1dGQkICYmNjhc5h7t27B2dnZxw/fhw9e/aUqE5vb292rFiSrq4ubG1tYWlpidzcXHz58gXZ2dns63w+Hxs3bkRwcDDOnj0r9fmwjY2NXOOEksLDw9n/nSqo6/gmjo2NDSwsLGBkZITMzEyEhYUhMzOTs83bt2/h6uqKu3fvomnTpmWW2aZNG5nbo6oxa2JiIiwtLWVqY2FhITIzM2FmZlbmtvJ+Tps1a4YOHTrIvP/z58/Rv39/REdHi3zdxMQEVapUQeXKlZGamorY2Fih9z8vLw8bN26El5cXEhMTZW7L5MmTkZ6eLvP+mmLixInYu3ev0HoLCwtUq1YNeXl5+PLlC+e8/82bN+jQoQO8vb2lTqGqrvFX/fr1hcbv5ubmUrVdFHVciylNcHAwunXrhuXLl2PZsmUS7RMUFISePXsiODhY6DUtLS1UqVIFtra2yMnJQWxsLNLS0jjbxMfHY8iQIbh37x48PT0lTrverFkzoXUGBgYS7RsVFYUvX76IfM3U1BTW1tYwNTVFUlISQkNDOceduLg49OjRA8ePH8fgwYMlqq9Ybm4u1q5dyy6PGzdOY1KXA6KvgYv6fhMuLXU3gBDyY3kWegsFYq5ZVdJyhrmRnlTl8Yv4uL7RG1+ztMVuY5twFoH6SaUG3NnWqY8BS9ZQwB0hhBDy/+Lj4+Hq6ip0AcPBwQGbN29GVFQUEhIS4OvrC39/fyQnJ+PLly/w8PAQugF79epVdOvWDVlZWVK1gcfjwd3dHQcOHEBISAiSk5MREBCAly9fIjw8HOHh4Zg9eza0tf83DsjJycFvv/2GmJgY2f94AAzDYMyYMTh9+jRnvYeHB168eMH5G+Pj49GpUyeEhobKVWexhg0bYv369fDx8UF6ejo+ffqEFy9e4OPHj0hJScGOHTtQuXJlzj7z5s0Te4G6PNi+fTt7w8HQ0FDpN1WlpaWlhfHjx7PLhw8fRnx8vBpbVH6YmZlhypQpuHr1KlJTUxEZGYnXr1/Dz88PycnJuH//Ptq1a8fZ5+XLl2r7DHh6esrdf0iiqKgIgwcPFgq4MzIywvz58+Hn54e0tDR8+PABr1+/Zm8uHThwAM7Ozpx9im+kfPz4UeL6eTwefvrpJyxZsgS3bt1CcnIyEhMT8f79ezx79gx+fn5ISUnB+/fvMX36dE4/m5ubiyFDhiApKUmu/4GPjw+6devGuYFRp04dfPz4EZMnT+Zsu2XLFixatEiu+hTh06dPOH/+PLs8adIkNbZGtPHjx7PvV0pKCg4cOKDmFpUP6hxzqIK/vz/atm0rFHBna2uLVatWwcfHB5mZmQgNDcXLly/x4cMHpKWlIT4+HgcOHMCvv/7KCUDKysri3DSThre3Nzw9PQF8O75KelNE01y/fl2oX2rQoAGuX7+OpKQk+Pr6sse6CxcuoGbNmux2KSkp6Nu3L3JzcyWuLysrC127dhUa71laWmLNmjX4/Pkz22/7+voiPj4eMTEx2LZtG5ycnDj7vHjxAh06dFD5WKZhw4aYO3cuLl26hLi4OKSmpiIwMBDPnz/H27dvER8fjy9fvmDJkiUwNDRk9+Pz+Zg4caJUx7liXbp0we3bt4V+zp49i/Xr14sMQDh48CCWLl1aZtmacL5UVFSETZs2sct9+vSRORhWWQYNGsTekC4oKMCWLVvU2yDyw9i8eTMmTpzICbjj8XgYNmwYbt++jYyMDISEhODly5cICwtDRkYGLl++jN69e3PKyczMRN++fXHmzBmp22BlZYW5c+fi7t27SE9PR1hYGF69egV/f3+kpaXh0qVLaNSoEWefS5cuYf78+TL9zYq0Zs0aTlCgsqj7+KatrQ03NzesXr0ajx49wtevXxETE4N3797h2bNn8Pf3x9evX/Hy5UsMGzaMs29KSgoGDRqEvLw82f8BUuLxeHBzc8P27dsRHByssDHrvXv34OjoiG3btokMGi3N69ev0bx5c0yfPl3mv0tV7t27h06dOgkF3NWqVQubNm1CYGAg0tPT8fnzZ7x48QLBwcHIyMhAeHg4tm/fLhTsJ8858YkTJ9jPvZGRkczlqNuePXuEAnJat24Nb29vJCQkwMfHB+/fv0dycjK8vLw445TQ0FD8/vvvUtWnCeMveajrWszw4cOFxsO3bt3C6dOnsXLlSri4uAjts3z5comuJ3z8+BHt27cXCrhr3Lgx9u7dywa2+/j4IDAwkH34fPHixUIBj/v378fgwYM5D5yqys8//4wdO3YgICAAaWlp+PjxI168eIGQkBDExMRg8eLFqFChArs9n8/HiBEj4OvrK1U9x44d4/RBgte/1I2ugctIZXPqESIjSi9bPkiaXnbuucEiU8t22F+POX3thtT13t/7SmxK2R0T7zLH+sxk/vm9Z6kpZU+tWsTkSzn9NCGESIvSyxJpqDu9bFFREePm5iY0dfrUqVOZzMzMMvdPTk5mBg8eLLT/qFGjytx3+/btjJ6eHjN9+nSJUyncuXNHKK3XiBEjJNpXnIkTJ3LK09bWZg4cOMC+/vnzZ6Ep6B0cHJjIyEip6/L392cAMD169GCePXsm0T4RERFMjRo1OPXXrFmTyc/Pl7r+0gh+fuRJ2yZOTk4OJx3i8OHDFV6HIsTFxTE6OjpsO5cuXaox/a8q3idpNGvWjHFwcGD279/PZGdnl7l9YWEhM2HCBKE+4969e0ppn7j0ssU/kyZNkrksSdPLLl26VKheV1dXJiwsrMx9CwsLGQ8PD6HULfXq1ZPo/52YmMhERUVJ1M5it27dEkoZPG/ePKnKKOndu3dM5cqVOeW1aNGCk95XVIrA1atXy1ynIkybNo2TAiQ9PV2t7RHn119/5Rwb5ElbqGgl080tW7ZMpjIUNf7VlDGHOILjQVnSeTEMw6SlpQmNGXg8HrNo0SKJxnXFfH19OSlFZTnW5ObmMnXq1GHLmD59ulwpCAX7CFWlly0sLBQaB7Zu3ZrJyMgQu09SUhLTpEkTzj4bNmyQuH0jRowQamP//v0lSouenZ3N/Pnnn0L7d+zYkeHz+RK3oSTBlFWl/b8yMzOlTs/o6+vLmJubc+oYOHBgmfsJHjtGjhxZ5j7Xr18XqktXV5f58uWL2H3Ueb5U0pkzZzj73717V6r9ZSFLH1zy+FmxYkWNPX4SxVF3etm7d+8yPB6Ps1+1atWYhw8fSlTnpUuXOOeoABhDQ0Pmw4cPZe5buXJlpmHDhszp06cluu6Xk5PDGbsV90FBQUGl7ieYBlKS/k6QuPSyxT/r1q2TuSxJ08uq8/gWGRnJJCUlSdTOYl5eXkL1eXp6SlVGMcFzQXGKx6zTpk1j/Pz8JOp/pR2z/vTTT+x2P/30k1DqXFHfv8zMTGbmzJlsKkkejycy5a7gd1hagsd2WfuTsLAwoeO9np4es2XLFqmupd2/f59p0aKFzH8Pw3w7Jy/Zx2zatEnmca0608umpaUJpYTu27dvqX1faGgoY29vz9nn9OnTErVPU8ZfJUnz+VbltRjBsbok596HDx8W6jcqV64s9n4/w3zrh+vWrcvZh8fjMStXrpToGBgZGcl06tRJ6D1Zvnx5mfuKU3IMUtp9kMuXLzNaWlrMsGHDyow9KR7/Pn78WKgfad++vVTta9SoEbtvu3btpNpXVQSvgcvzfojyPaaXpaA7ovEo6K58kCTorohfxLQ91ERk0N2sbXWZiCTJL/YyDMP43QguNeBu/8BFzKZBv5YacHdu3XKmIC9PUf8GQggRi4LuiDTUHXS3bt06oZPd+fPnS1Uvn88XefG0rAspPj4+EgWdCNq6dSunHn19/VJvfJZG8KKtgYEBc+HCBaHtYmNjmaZNm3K2rV27NhMXFydVfXFxcYy3t7fU7fT19RUKurl165bU5ZRGFcFcR44cUerfoEjdu3dn22lra8skJydrRP+raUF3V65cYfKkHGMXFhYyzZs35/wdQ4YMUUr7BP9fLi4unAuLZd1oL60sSYLuvL292RsTxT9ubm5MjpQPAu3bt0+oj50yZYpUZUhj/vz5nLocHR1lKufjx4+MlZUVpyx3d3eRffbOnTuF+rnNmzfL+ZfIJisrizExMVH651MRTp06xfmfXb9+Xd1NYmlS0J0mjDlKo6igu/79+3PK0dHRYY4cOSJzu3bt2sXo6urKdKxZsGAB246qVasy6enp5TLo7sSJE5xtjY2NmYiIiDLr+PDhA+emWVk3sYr9999/Qu0bOnSo1AG1ixcvFipn/fr1UpVRTJqgO1nt3r2bU4eRkVGZx0pZgu4YhmFu374t9L+ZPXu22O3Veb5UUseOHdn97OzsZA6ilIYsffDLly85f+OuXbuU3k6iXuoMuktOTmbs7Ow4+9ja2jIhISFS1evj4yMUTOLs7Fzmec6FCxek7p8zMzOZqlWrcupauHBhqfsoI+iuVatWnOVKlSpJdJwSVZYkQXeaeHyThGDQTseOHWUqp2QZpV33Kx6zStv/SjNmDQoKYnr06MFuq6uryyxevJjJzc3ltLX4+3fjxg3GwcGBXW9vb88cP35cZNmaEHRXUFAg9Pk2MjJibt++LXVZDPPtGL5kyRKGx+PJtP/vv//OtqNZs2ZMYWGhzONadQbdrV27lrNt8fi+LPfu3ePsV6dOHYnGE5oy/ipJ3s+3JGS5FiNL0B3DiL7OtH37drHbT5o0SWh7acd5ubm5TOfOnTll6OjoSPxguiBJg+6CgoIkjjkp2f8eP35c6G+W9AGjR48ecfbbu3evRPupg+A1cEU+zPk9Bt1RellCiMq8j3uDNJ7oKWErF9aCfWXJp1COfJ+AJ+fCxb6unfEUaXjLybEuqHardug5exF09KRLaUsIIYR8zyIjI4XSKfXu3RseHh5SlcPj8XDw4EG0bNmSs37y5MmlpihxcXFB9erVpaqruFxTU1N2OS8vDw8ePJC6nEWLFnFSHpmamuLmzZvo1auX0LbW1tZ4+PAhXF1d2XXBwcHo3LkzkpOTJa7TysoKrVu3lrqtTZs2RdeuXTnrbt68KXU56nbs2DH2d3Nzc7i5uamxNaXr06cP+3tMTAwePXqkxtZorh49ekBPyjG2trY25s2bx1mnqs+zvb09J01oQUEBli9frpS6GIbB+PHjOaky7O3tcfHiRalTLI4bNw6zZ8/mrPP09MTLly8V0lZBgumUvnz5InUqpdDQUHTq1ImTmmLQoEG4cuUKjI2NhbafMmUK/v33X87naebMmdizZ4+UrZffxYsXkZGRwS737dtX5W2QVLdu3aCvr88ul+xnyf+oe8yhCpcuXRJKh7d69WoMHz5c5jInTZqEe/fuSZ0G6+3bt9iwYQO7vHPnTqF0QuXFxYsXOcsjRoyAvb19mfvVrVsX/fv3Z5eTk5Nx9uzZUvfJzs7GlClTOOuaNWsGLy8vaGlJd2l/1apV6NevH2fd4sWLERUVJVU5qvL7779z/sasrCxEREQopa7OnTvD3d2ds+7WrVsit1X3+VKx6OhoTt/Tp08fThpoTdK8eXNUrVqVXS7Px6WsrCwcOXKEc16gDC9evMCoUaPw4MGDUq9vE2GLFi3ipG3T1tbGpUuX4OjoKFU5Li4uQp9VX1/fMlMk9+rVS+r+2cjICH/88QdnnTrO7Vu2bMm59pGSksJJYa1I5fn4Jnhe9OHDB6XUU0wVY9batWvjypUruHXrFho2bIiCggKsXr0aTZo04Vz3SEpKwvDhw9G1a1eEhYXByMgIK1euRFBQEIYMGSJ1G1XF09MTz54946w7cOAAOnfuLFN5PB4PK1euLHMcJ8qVK1dw8uRJAN/6p3379nFSiJYngmPiP/74Q6LxvZubG+c6aFBQUJnX1zRl/KUOirgWI6mxY8eiTp06nHXixsQvXrzA7t27OetmzJjBub4mCX19fZw/f57TzxUWFmLcuHFKHQPVrl0bDRo0kHq/7t27o379+px1N27ckGjfkuMKLS0tkfcbNIXgNfB79+6psTWaj4LuCCEqc/vdUZHr9fgMHKr2E/maKGnxWbi+4w0YnugujJ/1AlmFz0sto4FrZ/T4Yw60dXQkrpcQQgj5EezYsQP5+fnssrGxMbZt2yZTWdra2ti1axfn4lFSUhKOHDkidzsF6erq4ueff+ask/am3OrVq7F27Vp22cbGBo8ePUL79u3F7lOxYkXcuHGDcyL6/v17/PLLL/j69atU9cuiXbt2nGVl3YhUloSEBNy9e5dd7t69O3TkGJ+FhobiypUr8PT0hIeHBzZs2IADBw7gzp07yMzMlLu9PXv25NzMFAxkIPIR/DwnJyer7KLnggULOAEkx44dU8rNkxs3biAwMJCzbuvWrTIHnixfvpxzExsA/vnnH5nbV5qaNWsKrZMmwDgqKgodO3bk3ASdNm0aTpw4UWqQ5oABA3Dt2jXO/2jy5Mk4elT0+aWynDhxgv1dT09PKOhZGmlpaXjy5AkOHDiAjRs3Yu3atfD09MSZM2cQHi7+4TJJGRsbo1OnTuzyhQsXNPYGQnmkiDGHqqxfv56z3KJFC8yZM0fuctu2bQtLS0uJty8sLMTYsWNRWFgIAOjXrx969uwpdzvU5eHDh5xlaf6W3377jbN87ty5Urc/fPgwp6/V0tLC7t27ZR4vbd26lRPknJ+fjx07dshUlrJVrFhR6HOWlJSktPp+/fVXznJAQAD4fL7QdppyvvTvv/9y2qeIm3ZBQUH4999/sW3bNnh4eGDfvn24evWq3Oc1PB6P8z15+vSpQo53qsIwDB4+fIjRo0fD2toaI0eOxP3795VaZ05ODg4fPgw3Nzc4Ojpi2bJl+PLli1Lr/B4kJyfj8OHDnHVTp05Fs2bNZCrv119/Re/evTnrtm/fzh7PFElTzu1XrVrFOefdvHmzVGN+SZXn45vgeZEyj03ykGXM6u7ujrdv38LT0xOWlpYICgpChw4d2NfnzZuHY8eOgcfjYcSIEQgODsaSJUtgaGiojD9BIYqKioTOkfv27YtBgwbJXba0Adjp6emYPHkyu/znn3/C2dlZ7naoQ1ZWFnx8fDjrlDkm1pTxlzrIey1GGjweD927d+es8/f3F7mt4PfKzs4Oq1atkqleY2NjbN26lbMuICBAYx8ub9u2LWdZkmN2QUEBTp8+zS63atUKVapUkasd2dnZuHXrFg4cOIB169Zhy5YtOHHiBPz8/OQqFxC+Bl7ymhgRRkF3hBCVeRgrOhDOJbcATVr1kKiMvOwCXFrzCAUQfVOmMOc58vO9Sy2j6S898MukP6ClVT6fHiGEEEKUJTs7G/v27eOsGz9+vEQzd4jj4uIidANo69atSnlSzdzcnLMszc2hzZs3Y8mSJeyyk5MTvL290bhx4zL3NTAwwOnTpzFu3Dh2nY+PD7p3746srCyJ2yALef5mTXD9+nXOjF/SznKXm5uLs2fPYujQobCxsYGjoyN+++03TJ06FQsXLsS8efMwbtw4uLu7w8zMDL/88otcsxFVqVKF8zTj7du3aeYJBRL8PAOq+0xbWVlxZpfg8/mcPkFRBGfGcHZ2lmumFGNjY6EZAs+ePYvIyEiZyxQnNzdXaJ2ZmZlE+8bFxaFTp04ICwtj161YsQLbt2+XaCaLTp064f79+2zwBcMwGD16tMoCX3NzczkBwi1btpR6li9fX1/89ddfcHZ2RqVKldCuXTuMGzcOc+fOxaJFizB16lQMGDAADg4OqFmzJrZt24acnByZ21yyP83KytLYmdjKq/Jw/H3x4gW8vbnXR5YsWaKWmTQ2btyIN2/eAPg2i/D27dtV3gZFKSgoQFxcHGddkyZNJN5fcNs7d+6I/a4zDCN086lXr15o3ry5xPUJsrOzw4QJEzjr9u3bp7GBuYLHHkmPO7IQnAWLz+cjNTWVs06TzpeuXLnC/q6np4c2bdrIVH9eXh42btwIJycn1K1bF7///jtmzJiBhQsXYsKECfj1119hYWGBzp0748mTJzLVAXCPSwzD4OrVqzKXpSqhoaFYvnw5atasiQ4dOsDLy0shD/JIKywsDCtXroSTkxNcXV1x8OBBzuy75H/27t3L6VN1dXXlHtOvXLmSsxwVFaWUMaimjC0aNWqEwYMHs8sZGRlSzyRVlvJ+fFPlsUlesnyutLW1MXnyZHz69AmzZ8+Grq4u+xrDMGjTpg1evnyJw4cPw9bWVuFtVjRRDzYpa2b7ssybN4+dgdHBwUGofylPYmJiOAHIBgYGqF27tsT7C46JL126JHZbTRp/qYM812JkITgmFhVYHBkZKRQoOW/ePLlmMu/VqxdcXFw468qaXVZdBP//kvStT58+5ZxbyJPpxc/PD71790blypXxyy+/YNy4cViwYAFmzpyJoUOHomnTpqhatSqWLl0q89hV8Br4tWvXNPL7oSko6I4QohKxGTEI5Yk+wbHNsUZ9u8pllsEv4uPq2vvIyNcXeo1hGBTkeKMw92mpZbTo2Q8dR08CT8opygkhhJAfwb1794RuLI0ePVruckeNGsVZ/vjxo9BMT4pQcvYkAKhcuezxBQDs3r0bs2bNYpddXFzg7e2NGjVqSFx3cUqIhQsXsuuePn2Knj17irw4oiiy/s2aQvCJxZKpeiXRtm1b9O/fHydOnBC6AS6oqKgIt27dgpubG6ZNmybz7AQl25iQkIB3797JVA4RJvh5BlT7mZ43bx7nwtm5c+fYIBFFSE9Px507dzjrFNHHDhkyhDNTXGFhYakXrGX14sULznLdunVRoUKFMvdLTk5G586dERwcDOB/s1gIpoYpS7NmzfDkyRM4ODgA+PadHjJkCCfoQFkePXrEuYErbV+1Y8cOuLi4YP369Xj79m2ZFyq/fPmCGTNmoHnz5vj8+bNMbRZso6TpTohkysPxV/AmiJ2dndCsBaoQHByMFStWsMvr1q2DjY2NytuhKKJmlahUqZLE+wt+VnJzc8XOrBoQEICgoCDOOmWMzVNSUpQ+a5csgoKCODewjI2NpbqZK62SQQXFBMeLmnK+lJmZiadP/3cNtEWLFjLNMhQQEID69etj7ty5CAkJEbtdYWEh7t69ywaMFxQUSF2X4OzhmnpcysjIwKFDh+Dq6oqaNWtixYoVCA0NFdpOntm5JSEqQJphGDx69Ahjx46FtbU1RowYgbt379IN0BIEUz3+9ttvsLCwkKvMRo0aCQUByJJSsiyaNLZYuXIl5zPu6emJmJgYhZVf3o9vgudFss6kqAryfK54PJ7ItOXi1msqwTHxTz/9hEaNGqm8HQ8fPsTevXvZ5V27dkl0Pq2pBMfE5ubmUn0uBD+LERERSElJEbmtpoy/1EXWazGyEhwTi7p+evHiRc56PT09DB06VO66Bd+T27dvIz09Xe5yFU3wmChJ3yrvNXDg21jwr7/+gouLCy5evFjqPYfo6GisWrUKtWrVkvnBmZJtjI+Ph6+vr0zl/Ago6oQQohL33h8X+5p95V8kGow92OmN2CThCxoMw6Aw5yGKcl+I2Ot/Wg8cinZDRpWrEwJCCCFElQRPwGrVqqWQC1HdunUTugkkOPOKvLKysoSCYyS5KXfkyBFMmTKFXXZzc8ODBw9knt59zZo12Lp1KzveuHfvHvr27ctJgaBIjx8/5iwr80akMpRsv5mZGZycnKTaX9TFBVtbWzRs2BA///wzGjVqBFNTU6Ftdu7cKfQUvKQEL6iXvOFJ5CP4ea5evXqpaUcVzczMjJN2kWEYLF68WGHlP336VChNXb9+/eQut3LlykIX6xTdx/L5fKEZLkaOHFnmfl+/fkWXLl0QEBAAANDX18epU6cwceJEmdpRu3ZteHt7s8emgoIC9O/fXyiYUdEEP5vSzsIhqq8yMTFBnTp10LJlS7i4uIh8Sj8wMBDt2rVDQkKCdA3Gt5kDSt4sffTokdRlENFkHXOomuDntkePHiqf5Y5hGIwbN479DrRp00bm77+mEDU7Z8lZe8siKlhJXNCd4Njc0NAQ3bp1k7gucRo1aoRatWpx1in6uKEIq1ev5iwPHTpUqYFOogJKBAMqNeV86cWLF5zzC1lmh3r9+jXatWsnlLJUV1cXtWrVQvPmzUXOYOTl5YXff/9d6vObKlWqcI51gn2UOjEMg3v37mHEiBGwtrbGmDFj8OjRI5HBbM2aNcOWLVvEfm8VpV27dvDz88OsWbNgbW0t9Hp2djaOHj2Kzp07w8HBAYsXL8anT5+U2iZNl5mZKZROTRFjbVHlKKPP1KRzeycnJ07gQ05OjlCfLI/yfHzLyckRSqkoyXmROsg6ZuXz+di7dy+cnJywceNGztiFx+PhyZMnaNGiBUaPHo3Y2FiFt1vRBL9bikjHLq2cnByMHz+ePa78/vvv6Nq1q8rboUiCY2JpxsOAfGPi8nS9Wl6yXouRhyQBZYLviaurq0KCxQWPt3w+H8+fi86ipy4Mwwh9TiTpW+W9rsQwDEaNGoX169cLXVu0sLCAi4sL6tWrBwMDA85rcXFx6NKli0ypegWvgdN1JfEo6I4QohK3P4t+erF2Xj4at/y9zP3fnvfDh0DhQRjD8FGYfQdFeaXPQOE6fCxa9fudAu4IIeUWv6gIXxPihX8S45GRlMj+fE0UsQ39SPzDl/ICwfdG8IRRUU/r6ujoCKUNUPRFjFOnTnFSuVasWFGiFEsjRowAn88HwzDszRZ5psIHgD/++INT5rVr15QSOBQSEoKHDx9y1qljBhtZJSQksGk1AKBBgwYylVOtWjXMnj0bd+/exdevXxEdHQ1/f388e/YM7969Q2pqKvz8/DB58mROsMGhQ4dw/vx5qesTvLBHT/kpzsGDBznL6vg8//nnn5yg2+vXryusvxIsx9raWmHpeAT7a0X2sWlpaRgyZAinv6lbty5mzJhR5r6mpqbw8fFh+8Pc3Fy5b37a2tri3bt3nDI7d+4sV5ll8fHx4Sw3bNhQ6jL09fUxcOBAHDlyBOHh4UhPT8fHjx/x4sUL+Pj4ICIiAklJSdi1axfncxEXF4fx48dLXZ+enh7nwm9AQIBSZ179kcg65lClnJwcoc+tPCnbZLVr1y725oKenh727t1b7q/LiJrVTprAWFHbirvBKNiXCwbTykOZxw155ebm4s8//8SxY8fYdZaWlkpPwSaYhrtq1apCM31oyvmSvMeljIwMDBgwgDNrTIUKFbB+/XrExcUhODgYr169QnR0NJu+qqS7d+9i7dq1UtUJcMfRaWlpMs/mqiifP3/GkiVL4ODggE6dOuHo0aMiU1Ha29tj/vz5CAgIwOvXrzFjxgw25b0yNW7cGJs2bUJUVBSuX7+O33//XeSMhhEREVizZg1q166Ntm3bYt++fRo5K4yyvXjxQmg2HkV9RwXLiY2NFTkDoqyKiopw5MgRzjp1n9svXboU+vr/yzi0f/9+hf3N5fX4Fh0djR49erAzeANAhw4dMGjQIIXVoUiyjFnv3bsHZ2dnTJw4EYmJiahduzZntsD169dj6NChYBgGXl5eqF27NtauXaux5xkhISFCgYHqGBMvW7aMDYyuVKmSxqbMlIbgmDg1NVWqmXDlGROXp+vV8pDnWow8BMfEojLBKOs9sbW1FXrYQJPeE+BbwGHJ4yGPxysziJbP5+Pt27fssp2dndQpgnfs2CE0VmjXrh28vb2RkJAAHx8fBAYGIjExEfv27eN8R3NycjBkyBCpZ60VvAb++vVrqfb/kSh3DmxCCAGQXZCNd0UJgIjrqk45JnCpXb3U/cNfR+DpjQSAx30im2H4KMi+AX7+R/E783joPHYKmrjL/6QUIYSoU0ZyEvZPH6vuZnz3xm0/ANMqVupuhtp8/Mg9pjo7OyusbGdnZ86TaYqcGSA7O1voJtzQoUNFpoj6nixYsIAz+0L9+vXRokULNbZIOoJpWevUqSN1Gbt27ULr1q1LnbmHx+OhcePG8PT0RJ8+ffDbb78hLy8PwLcUd3369JGqzrp163KW379/L3W7ibBr164JPTEpmFZCFYyMjLBgwQLMnDmTXbdo0SKhi46yUHYfW1JERASys7MlTjny8OFDzgXy7OxsxMbG4vnz5zh//jwnvV/t2rVx48YNmdLYlVcl+ytdXV04OjpKtX+3bt0wYsSIMmdRrVy5MiZNmoRBgwbB3d2dDaq4dOkSAgMDUb9+fanqrVu3Lpsep7CwEAEBARqd/qo8KC9jji9fvgjNQqXIPkcSkZGRmD9/Prv8119/Sf0Zlpa3t7fSg3h0dHRgb2+PyMhIdt2rV69QvXrp17aKibpRER8fL3JbZR83/v33X3ZZ2bN2CXrx4gUyMjLY5dzcXCQkJOD169c4e/Ys50astbU1rl27JvNM1JIIDw/Hf//9x1nXsWNHoe005XxJ3nH0woULERYWxi6bmpri/v37Iv+exo0b4/z581i8eDHWrFnDrt++fTv69OmDtm3bSlxv3bp1ce3aNXbZz89P6pmu5ZWeno5Tp07By8ur1Ju4xsbG6NevH4YPHw43NzeRs1yqira2Nrp27YquXbsiIyMDp0+fxpEjR0TOxuft7Q1vb2/MmDEDvXv3xqhRo9C5c2e1tl9VBL+fRkZGCpstTtR348OHDyIDEWSxZ88ezqyTurq6GDJkiELKlpW9vT0mTZqErVu3Avg2K9Xy5ctx+PBhucvW1ONbYWGh0HlfZmYmoqKi8OTJE1y6dAk5OTnsaz///DPOnTunkQ8USDtmDQkJwZw5c3DhwgUA3z6D8+bNw5IlSzjBlxYWFjh27BiGDRuGyZMnIywsDIsWLcK+ffvw999/Y+DAgUr7m2Qh+FkDVD8m9vHx4cyOuGHDBqWOaQDIPBO8uDGpKMUPJxRfRygoKICfn5/EQY2aNCZW1vVqSWjatZjnz58LXZsTHBNnZWVxHqIGFP+eXL9+nV1W9XtSGj6fL9S3du3aVeSsxCV9+fIFmZmZ7LK0Y/eoqCj89ddfnHUjR47EoUOHhI5BxsbGGDduHDp37oy2bduyacZTUlIwZcoUtp+XhOA1cMEZhcn/UNAdIUTpnn66jAIx5z1QzGIAAHrnSURBVB22Bq2goy3+pD81+itu7gsAw9PnrGeYQhRkXQO/QPzFVB5PC12n/In67YUvkhFCCCFEWFpaGmfZxsZGYWULnnympKQorOw5c+ZwbhoZGRkpNCWkJjp16hROnz7NWbd27VqNvNgrjuBT8lWrVpW6jHbt2km1vbu7O+bOncumxnn58qXUgSwmJiYwNjZmL5YIXmgi0ktJSRFKN9i7d2+0bNlSLe2ZPHkyO6sI8O0i6K1bt9ClSxe5yhXs95TZxxbXJ2nQXa9evTgXc0UxNTXFlClTsHDhQhgbG8vUzvIoPz+f8zSwjY2N1DeupZ3J09zcHCdPnkTdunXZtCFeXl5Yv369VOUIzqQYFhZGQXdyKi9jDlHjLGXf3BM0adIkNqiqTp06WLRokdLrHDZsmNLrAL6NP06cOMEu//vvv+jfv79E+548eVJoXckbMCWp8rhRcsYzVZg4cWKZN20MDAwwatQorFy5UqmzisXFxaF3797sQxnFRowYIbStppwvyTOOTktLE5pd+MCBA2XeLF29ejXevHnD3gTl8/nw9PSUKuhO1HFJFfh8Pu7evQsvLy+cP3+eEzRTkra2Njp16oQRI0agT58+Eo+jVMnExARjxozBmDFjEBERgaNHj+Lo0aMICgribJeTk4OTJ0/i5MmTsLOzw/DhwzFq1CiZHnQqLwS/M//X3n1HR1W8fxz/bHpIIAmdgPTeO0hHioIIqDRFBaQIKKDSBEXgq4KIBQsWihQLKgqoYKEIiKAUaVKkJpTQW0ggpO7vD36subspu8kmu0ner3NyDjN7y0PK3LlznztTrFgxp90fFylSRB4eHobl3Jw1pnHs2DFDkrokPf300xm6P3a2iRMnat68eZbZ0j7//HO98MILqlatWqaO667Xt+joaHXo0CHd7YoVK6bRo0fr2WefdbsXL+5wtM/66KOPatu2bZKkJk2aaO7cuWku33nfffdp3759eumll/T+++8rPDxcffr0UbVq1Zyy7KezWP+ueXp6OmUJTHvFx8dr4MCBlqVX27RpoyeffDLLz2vP73Fm+fn5qVGjRtqyZYul7quvvrIr6c5sNtu87CCl3id2l/5XVnCnsZjDhw/bzNzp6elpkwSe0vcoN/1M0vL+++8bEkY9PDwML6WkJrNj4B9++KGh/1qnTh3NmzcvzX5O2bJltXTpUjVv3tzyksYPP/ygI0eO2CzFnhrrMfATJ044FHdekvtfbwHgcj//802K9QUTE1Wrbuprz8fejNePr21UvE3CXbzio39IM+HOw9NLXZ4bT8IdAAB2ioyMtFmKJSgoyGnHtz6Ws26YlyxZoo8++shQN336dKct2eiODh06ZLPU4EMPPaRu3bq5KKKMST5DjOTcAZq0WD+QTz5AaK/ksUZFRaU7QIbUJSUl6bHHHjMkLwYFBem9995zWUy+vr56+eWXDXXOSKqxbveyso1N6XyZUaBAAY0bN04jRozIUwl30u3E2uSzyGRXW1WpUiVD4mlm2yrJtt2FY3JSnyOlv39Hl6/JjM8//9wym5XJZNInn3ximCUlp7NeanPFihXaunVruvutXr3asETbHfYm3WXldSMhIcGtlqP08fHRyJEjNWbMmCxJuIuOjtbu3bv16quvqnbt2oblnqTbD6vbtWtnqHOn+6XM9KO//PJLwxKqzZs3t3vp9+Qz9Ui3f/cd6Qdn93Xp0KFDmjhxosqUKaOOHTvqyy+/TDHhrnbt2po5c6ZOnTqlX3/9VX379nXLhDtrpUuX1osvvqh///1Xf/31l4YPH55iMklERIRef/11Va1aVXfffbc+/vhjmwSG3CAr20yTyaQCBQqkeb6MuHnzpnr06GGY+bNMmTJZvpy2vYoWLWpYxjApKcnmPikjcvL1rVixYnrxxRc1ePBgt024y0ifddq0aQoMDNSsWbO0ZcsWuxLnAgIC9M477+jPP/9UnTp19Oijj7pVwp1k+7tWoECBbH1ZdcaMGZaXDHx9ffXJJ59k27mzg3Wf+JNPPrEroX7evHk6duyYTX1KfWJ36n+5QlaOxZjNZkVGRmrr1q0aP368GjRooJMnTxq2efLJJ20S9lP6HuWFn8mWLVssL3Hf8eyzz9o1y19m+u5ms1nz58831L355pt2Lct+9913GxIpzWaz5s2bZ/e5Jdsx8NzYh3QGku4AZKkkc5K230w5Oa72TU81rVc3xc/MSWb9/L9fFZVk7ESYzXGKi16upITwVM/p5e2jbmNfVOUmzTMaNgAAeU7yQd47AgICnHZ862OldD5Hbdu2TQMHGpdd7ty5s5555plMH9tdXblyRQ888IBh0LhUqVKaM2eOC6PKGOsHdNmVyGO9BNCuXbscPoZ1rCTdZdzYsWMNy0ZItwdq77rrLhdFdNuAAQMMy51t377doSUYUmLd7mVlG5vS+TLj+vXrevHFF1WuXDm98MILNstW5mauaqskY3tFW+VaOa3PkdX9urRcuHBBzz77rKX85JNPqnXr1tly7uzy0EMPGf4+ExMT1aNHDx0+fDjVffbs2ZPqTHypzbqVk68bmRUXF6c33nhDVapU0aBBgzIc26JFi2QymWy+8ufPr3r16mnSpEm6ePGiYZ/KlSunOCOhO90vJW/PPT095efnZ/d5Nm7caCg7MuPOnaStO+Li4gxLsqUnO65LcXFx+uSTT3T33XeratWqmj59eoozUxcvXlzPP/+8du/erT179mjMmDHZllifFZo0aaLZs2fr7NmzWr58uR588EH5+PjYbPfXX39p2LBhKl68uHr37q1169a5INqskZVtZkrHy2ybaTab1a9fP0PSr5eXl7744gvlz58/U8d2prFjxxoS97/77rsM9UuTy8nXt/Pnz2vkyJEqXbq03nrrLZslnl0to33Wdu3a6fjx4xo1apTDs3o3atRIO3bs0AcffOBwvFktq9uFtBw8eNCQoPPSSy85bclrdzFkyBBDexUdHa2uXbumuUzt2rVrDfcKyaXUJ3an/pcrOGssZurUqTb9YQ8PDwUHB6tp06Z64403bJIemzVrluILsXnxZ3L8+HE98cQThgTQunXratq0aXbtn5lxpX///VcXLlywlEuXLm3zclBarPv61ssHp4dxJfuQdAcgSx04s01XPZJS/CzUVF35fFLOxP7jww2KuGZ8o9CcdEtxUd/KnJD6El7evn568IUpKl+vUcaDBgAgD0ppUPfOEiLOYH2szA4iHz16VA888IBhQKZq1ar67LPPctQSq46IiYlR165ddeTIEUtdQECAli1b5tDyGP3790/x4WNKX23btjXsW65cObv3XbhwYZpxJJ9hQ5L8/f3t/j+kZNu2bZo4caI6d+6s8uXLq2DBgvL29raJy3qmnUuXLjl8LuuZL6z/L87gLj+nrPTee+/ZzJgybtw4m+UsXMHLy0tTp0411E2aNMmwpJSjrNu9rGxjUzpfWq5duyaz2Syz2aykpCRdu3ZN+/bt09y5c9W8+X8vM8XGxmrGjBm6//77devWLafE7u6c3VadP39e77//vvr27atatWqpWLFi8vf3T/HvM3nSx82bN1NNzEmNdVvlzN+5OzZs2GB3e2MymQzLkaQ08J/aV5s2bZweu71yYp8jq/t1aRkxYoQuX74s6fZsMDNnzsyW80q3l+2505Y5+uUIT09PffTRR4af/+nTp1W/fn29/PLL+ueff3Tz5k3duHFDu3bt0rhx49S0aVNLcpf1rIOpPXRx5+tGZu3evdvw/b9+/boOHz6szz//XJ06dbJsl5iYqPnz56tFixaW36us1KNHD23ZsiXFvrU73S8lvzY5el2ynpXxnnscWyXEent7Znm8IzuuS2fOnNHQoUNTTAbMly+fHnnkEf388886ffq03nrrLdWpU8fpMbiSt7e3unfvrmXLluns2bP68MMP1bRpU5vtYmNj9c0332j06NEuiDJrZGWbmdLxMttmjh49Wt9++62h7t133zX0vd1BcHCwxo4daymbzeZMLxnvrte34OBgw7UpMTFRV65c0c6dO/Xee+8ZZnGLiorSmDFj1K9fv0zdIzpTZvusmZlZ1svLK1tnVbZXVrcLqUlKStLAgQMtS9fXqFFD48ePz5ZzS8pwf9h6Ccz0BAUF6a233jLU/fPPP6pZs6Zmzpypw4cP69atW7p+/bq2bNmip556Svfdd5+lH2NPn9id+l9ZwR3HYkwmk4YPH641a9ak+GJHbv+ZWLt06ZK6dOliuBcpVqyYli1bZvds7pkZV7Lua7dt29ahcYhWrVoZZsXbtWuXQ8mb2dF/zw3Sn3cQADJh5d8LU6z3NptVs9IjKX7278//aO8+44CnOemm4qK/kznxYor7SJJvvgA9NGGKQitXy3C8AADkVQUKFJCnp6cSExMtdc58c8n6WAULFszwsc6cOaOOHTsa3vK66667tHr16kwd150lJCSoV69e2rx5s6XOx8dHy5YtU6NGueNlg4y+Ib5p0yY988wz2rt3b4b2z8i0+O72NntO9OWXX9q83dy/f3+9/vrrrgkoBX369NH06dO1b98+SdK+ffu0ZMkS9e3bN0PHs26fsrKNTel89jKZTAoKClJQUJBq1KihQYMG6YsvvjA8NFi7dq1Gjx6t2bNnZyru7LB582a7k9VatGiR7mxBGf37v3TpksaNG6fFixcbrrWOuHbtmkODs7RVmZdT+xwpxRYZGWmzNJ6z/fDDD/rmm28s5VmzZikkJCRLz+kq9957r6ZPn64XXnjBUnfjxg298soreuWVV1Ldr2PHjqpevbpmzZplqUvtIXXBggUN/ZSsvG54eXll+e9HWvLnz6/8+fOrUqVK6tu3r9asWaPevXvr6tWrkqS9e/eqX79+WrlypVPPazKZVKFCBbVr106DBw9WgwYNUt3WXe+XHGnrzWazYXmrAgUKqGzZsnbvL8kmSc2RJWJdeV0aMmSI3nzzzWx5cHvgwAGdOXPGrm1r1KiRZTPsFSxYUMOGDdOwYcMss23e6dfmRlnZ176THJzW+Rzx+uuv65133jHUTZ48WcOHD8/wMbPSqFGj9O6771r6Qz///LM2b96c4QTBnHJ98/DwUEhIiEJCQlSvXj0988wzevvttzV27FhLe/bZZ5+pVq1ahsREV8ipfdasZv1/d+ZSw2l5//339eeff0q63deYM2eO2y5HnFmDBw/Wrl27DEsa37n3HTduXKr7Pfnkk4qMjNR3331nqUupT+yu/a+s4MqxGA8PD1WrVk333nuvhgwZYrOkbHKp3Ws6izv9TKKiotSpUyfDjOYFChTQTz/9ZLOSiiMc6RMnf3FRkmrXru3QuXx9fVW1alVLHzA2Nlbnz5+3e4URxpXsQ9IdgCy15dLfkqdtfe2YRDW7+z6b+gv/ntWG5RGSx3/T35uTohQX9Z3MSamv2+6fv4AefvEVFStXwSlxA4C7yV+osAa9P9+mPjEpUTei/3u7JCAwQJ4eKTS8sEv+QoVdHYLLmEwmhYSEGGb9OnfunNOOb32sjN4wX7lyRR07djS8fVmkSBGtWbPG5ctRZpU7y84kf8jo6empL774Qh07dnRhZJlj/aZcRt7U/OSTTzRs2LBMDQDcGbhyhHUCj/X/BWlbuXKl+vXrZ/i5PfTQQ5o3b55bzRrl4eGhV155RQ8++KClbsqUKerdu7fhLVF7Wbd7WdnGpnS+zOjbt6+8vLzUp08fS91HH32kkSNHpjkY6w769u1rM0iZmrCwMJvkA2e0VceOHVObNm1SXN7OEY62V9ZtVXYup5Qb5OQ+R0p//xcuXMjSuCMjIzVs2DBLuVOnToY2IzcaP368SpYsqaefftquh7h9+vTRnDlzbB7Mp5V0d/z4cUs5K68b7pYc2aFDB61atUotWrSwzCC0atUqrVmzRh06dLD7OB07drT5fptMJuXLl09BQUEKDQ21e2Yed7pfypcvn+V3zpHrUmRkpGFGJkdmy05tnzuJkfZw5XVpzpw5Wr9+vR5//HE99thjmXpQmp433nhDixYtsmvbBQsWqH///lkSR1JSkjZs2KDPPvtM3333nVssz5aVrP9mLly4ILPZ7JT7i4sXL9rMZpbRvvYnn3yiCRMmGOpGjhypKVOmZDS8LBcQEKAJEyboueees9S9+OKL2rBhQ4aOl1OvbyaTSaNHj1ZCQoIh6X7q1KkaNGiQy66lObnPmtWs/04TExN1+fLlDF3/7BUeHm6YDXLo0KFq1qxZlp3PHXz44YcqV66cJk2alO49q8lk0siRIzVz5kw98MADhs9S6pO5U//LFZw1FvP444/riSeeMNSZTCYFBAQoKChIpUuXtrtfltL3KDf+TG7duqWuXbtqx44dlrp8+fLp66+/dnim5MyMK1n3tQsXdvz5lfU+V69etfv6wLiSfUi6A5BlzkdFKMwz5QvHXQmlVSi/cQaBm9ditPKd7Ur0+G8K4aTESMVHfytzUupZ8gEhBdXzpVdVqFRp5wQOAG7Iw9NTQUWL2dQnJibKw++/gdP8+fPL05Oku5zOOpkjI0lBd1jfxKX1ZmWVKlUMgxi7du3K8HmtWR+rWjXHZ6aNiorSfffdp/3791vqgoKC9Ouvv7p90kdmDB8+XF9++aWlfOct2R49emToeOPGjdNjjz1m17Z79uzRmDFjLOXPP/9cxYrZtkUpqVGjRpqfWw+mOfoQaP369TYJd15eXmrRooWaNGmiMmXKqGjRovLz87OZ7t+Rh7UpiY6ONpSDgoIydbyUuMvPydnWr1+vnj17KiEhwVLXoUMHLVmyxC2vX927d1ejRo20fft2SbeX7FmwYIEGDx7s8LGs26msbGNLly7t9GTQ3r1768MPP9Tvv/8u6XZC8OLFi/Xaa6859TzuJrNtVVxcnDp37myTcFepUiW1bt1aVapUUcmSJRUQEGBZZvaOmTNnavXq1RmOPTvaqjp16mjNmjV2b//YY4/p/PnzklIe+E9Ndj/EzOl9jvLly8vb21vx8fGWul27dqU5i1dmvfPOO5aZnQICAgyzXeRmjz32mDp37qx33nlHy5cvN/zOSLcTuNu3b6/hw4erW7dukmSzTGrFihVTPHaVKlUMD3ncrW+e1e6++2499thjWrx4saVu4cKFDvXjSpQoofbt2zstJne5XwoODrYk3SUmJiomJsaumVCtrwsZeWhmvY8j18XsuC4VLVpU48eP1+eff66IiAjDZ0eOHNHLL7+syZMnq3nz5nr88cfVq1cvt1wSMTMOHjyoxYsX64svvkhzJsJGjRppxIgRWRKDK8Y0rK/P0dHROnLkiCpXrpzhc9+R0t96RtrNL7/80mY2u379+hlmP3VXw4YN09tvv235ndq4caPDidB35PTr2+jRozVnzhxL4uCNGzf07bffZugeMbOyq8+aU2c6qlq1qk3drl27nNo3sDZlyhTL8ouhoaFuNZt/Vho7dqweeeQRvfnmm/rxxx8NibXS7dU6unTpopEjR6p169aSHOsTu0P/y1WcMRZTvnx5p/3eBwQEqGTJkoZ+1q5du9SzZ0+nHN8dfibx8fHq1auXIbncx8dHixcvVtOmTR0+XmbGlfJC/z03IOkOQJb5ace8VD+rVtL4BkNiYpJWTv5VMab/pvpOSryquKhvJXPqjX/+wkXUc9JrCikemvmAAQBwE9Y3YtY3N46wvolK64FCixYtDMuXJh8EzYyEhATt2bPHUOfoMiQxMTHq0qWLJfFFuv2W2KpVq1SvXj2nxOmOxo0bp48//thQ9/bbb+vJJ5/M8DGrV6+u6tWr27Wt9cOS5s2bO7wEVWqs36g7e/asQ/uPHj3aMPB7//336+OPP1apUqXS3C8zD3zuSB5r/vz5s2TAwV1+Ts60detWde3a1fDgrFmzZlq+fLl8fHzS2NO1XnvtNcOskq+88oqeeOIJm2TO9LRo0cJQPnv2rM6cOaPQ0Mzfy/z999+GckaXekrPQw89ZBnolaQtW7ZkyXncScmSJWUymSztjaNt1ccff2xYiqRYsWJauHCh7rvPduZ3a/Pn285y7Ajrpe1Kl3b+i2ohISEODd4nX77XmQP/zpQb+hz+/v5q2LChZVkr6Xa/btCgQVl2zuTLxN24cSPD16G2bdsayqNGjXL7ZISCBQtalpW9fPmyzpw5o6tXr6pw4cIqXbq0AgMDDdsfOHDAUG7YsGGKx23RooW++OILS3n37t1KSEjI0Gyr1rLrupFZDz30kCHpztXXHXe5X7rrrrt08uRJS/ns2bMqX758uuex/l28kxTgCOt9HFmuNTuuS/ny5dPrr7+uadOmafXq1Vq0aJFWrFhh6H+azWb98ccf+uOPPzRy5Eg98MADevzxx9WpU6ccu/zfhQsX9NVXX2nx4sU2f9/JhYaG6rHHHlP//v2z9CG2K8Y0mjZtarME4Y4dO5ySdGf9PS1RooTDsyV+//336tevn2HGvIcffljz5893q9m+U+Pr66tJkyZpyJAhlroXX3wxQ0l3Of365uXlpa5duxr6J1u2bMn2pLvc0GfNahUqVFCJEiUM93A7duzI0nuQ5H3iM2fOZHi8yLqNeeedd/Tss89mIrKsV6pUKc2aNUuzZs3SuXPndO7cOUVFRalYsWK66667DC8ImM1mHTx40LB/Wn1id+h/uZK7jcW0aNFCX3/9taXsrJ/JmTNnbGa6y+6fSVJSkp544gn9+OOPljpPT0/NnTtX7dq1y9AxMzMG7ur+u/UYeG57WcVZPFwdAIDca8OJ31KsLx+XoOYtHjXUrX/9F12MTZ5wd0VxUd+kmXAXUiJUfabOIOEOAJDrWN+83JkRJiMuXLiQ5rGTs76JPXLkiP75558Mn/uOn3/+2WYqckdumOPi4vTwww8bBhd8fX21YsUKtx0McYZXXnlFM2fONNRNnTrV7QfZ7GX9MN6RZRcPHz5sePOxZs2aWrZsWboJd9LtpVcy4/r164aHRnl9uRZ77d27V506dTJ87+rVq6effvrJ7Zcm6NChg9q0aWMpnzp1KkMzON19993y8DAOw3z33XeZDU+XL1/Wxo0bDXVZ1TZWqFDBUHbmEiJZJTw8XGaz2a6vlJKEfHx8DImRZ8+etVleLC1fffWVobx8+XK7Eu6kzLdX1skN7piM625yU5+jZcuWhvKqVasMiQjIGoUKFVKtWrXUqlUrVa9e3eYhSWxsrI4cOWIpe3l5qW7duikey/p3LiYmRj///HOmY/znn38MMaR0Lnfhbtcdd7lfymg/OigoyNAXsZ5hxh7W+zgyE2l2Xpc8PDx03333acmSJTp37pw++eQT3X333TbbxcbG6ttvv1W3bt1UokQJPfPMM9q2bVumzr1w4UK7+x6ZWVr21q1b+uabb9SlSxeVLFlSo0aNSjHhzs/PT71799bPP/+skydPasaMGVk+a4wrxjQCAwNtlntzRl87peM42mauXbtWvXv3Nsz2fe+99+rLL790y9m+UzNgwADDTFTbt2/XihUrHD5Obri+ufr6FBcXp549e+aKPmtWs+4T//DDDy6KJG8pXry46tatq5YtW6py5co2M/KGhYUZEoFKliyp4sWLp3gsd+l/uZKr2xxr1t+njRs3Zqhfac36euvh4ZGhmeUyymw2a8iQIYZxnDsrznTt2jXDx83MGLh1Xzsj3+fkM0WmdMzUWI+BM6aUOpLuAGSJW/Ex2mdOueGvdCtEZYr+twb77i//1KFT/73tnpR46f8T7lLP1i58Vxn1njJDBQoXdV7QAAC4Ceu3GS9evGhzc2Qv6yWu0ro5uueee2wGsBcsWJCh8ya3cOFCQ7lKlSp2z+CVmJioRx991DAA6+Xlpa+++irTS4S6s1mzZunll1821I0ePdqmLierXbu2oXzo0CG79/3rr78M5UGDBtk9U5r134Sj/v33X0M5u5dnzYkOHTqkDh066OrVq5a6atWq6ddff80xyxJYL9sxffp0h98uDQoKsnkr1hlt7Jdffqm4uDhL+c7MC9khp84G46jk7VVCQoKOHTtm135JSUmGmSfq1q2b4gP/1DizvfLy8rL72ptX5bY+x4MPPmgonz59Wr/88ouLosEdq1evNiz726ZNG8MMkMnVrFnTZoamrOibh4SEGJLL3Zmrrzvucr+U0X60yWQyvDBy/fp1hYeH2x2nJJsZYRyZrc66H239/8gqQUFBGjJkiLZs2aJDhw5p4sSJKb44c/nyZc2ePVtNmjRRlSpV9Oqrrzr8/clqZrNZv//+uwYNGqTixYurd+/eWrVqlSGZ6467775bH3/8sc6dO6evvvpK9913X7YleFmPaVjP8GmvCxcu2IyFpDWm8fDDDxvKP/74Y4bHUu7Yt2+fdu7caah76KGH7N5/8+bN6tatm2HG9ZYtW7r9bN8p8fLy0tSpUw11kyZNcuiFFCl3Xt+y8/qUmJiowYMHG/p1ObnPmtWs+8R//vlnpu+zkHmrVq0ylDt16pTqtu7S/3Inru4Td+vWzdCniIuLM8xgmlHWP5P27durQIECKW+cBZ577jmbFQfee+899evXL1PHLV++vOGFY0fGwMuUKWMoW/fF0xMbG2s4n6+vr4oVK2bXvq7qu+dEJN0ByBJbDq9QnEfK06JXCP7vzZJTW49qy4b/ZrNLSriouKilkvlmqscuVr6iek2eroBg+9+kBAAgJylZsqTNjF3Jp9F3hPV+aT3sDwgIsFl2bO7cuQ69fWVt165d+v777w11o0aNsmv5FLPZrCeffNLwlpuHh4cWLFig7t27Zzgmdzdv3jw9//zzhrohQ4bozTffdFFEWaNo0aKG3/N9+/bZva/1TAlVqlSxe9/ffkt5NmZ7Wb9Ny7ItaTtx4oTat29vmKGiXLlyWrNmjYoUKeLCyBzTrFkzde7c2VK+cOGC3n33XYePM2rUKEN5165dGZod4o4bN27YzIj50EMPZdkMjCdOnDCU7R2oy+kaNGhgKNv7Vv3ly5cND8EdaasOHz6siIgIu7e3Zj2bVo0aNVJN7EHu7HM0bdpUzZo1M9S9+uqrDj8Yt9fw4cO1Zs0ah7+s25E333zT8Pnw4cOzJF5XsZ79Mq0lf00mk0aOHGmo+/7779NcOjI9ERERmjt3rqFu8ODBbjvrrLtdd9zlfimj1yVJNrOFONo3Xr9+vaHcpEkTu/dNHmdwcLBhxqzsUrlyZb322msKDw/XmjVr1LdvX+XLl89mu8OHD2vSpEkqX768WrVqpblz5yoyMjLb400pntatW2v+/PkpxlOqVClNmDBBhw4d0pYtW/TUU0+55CUX698zZ41n3HXXXSpZsmSq2w8ZMsTQ34mPj9err76aoXPfYf3iW8mSJdWzZ0+79t25c6fuv/9+3bz537OOhg0bauXKlTazPuUUffr0Ua1atSzlffv22Vzb0pMbrm+uuj6ZzWY988wzhtnacnqfNav16NHDJmnFOnnUmf73v/9lqE9s7fPPPzd8bp1UnNM50id2l/6XK7lbn7h06dI2Ca0zZ87M1HLyP/zwg02Se3au9jJp0iSbcb5p06bpmWeeyfSxPTw8DOPHZ86csXtlA+s+1YYNG2Q2m+0+96ZNmwwvfdWvX9/upH/re4zUloAGSXcAsshvR1KeojkkMVEtmw6WJF0/c1W/zDsos4eXJCkp4Zzior+RzDEp7itJJSpVUY+XXpV//uzLbAcAwBVat25tKDs6iCndfpt87969hrpWrVqluc+IESMMb8tFR0drxIgRDp9buv327dChQw1LmRUqVMjut8OeeeYZLV682FD34Ycf6rHHHstQPDnBV199paeeespw89y3b98MLWWZEyRf5uP69es2S8GkxnpwIfksX2mJjY3Vp59+an+AKbB+EGCd0ID/nD17Vu3atTMMhJYsWVLr1q1L82GZu3rttdcMA7AzZ87UtWvXHDpG586dVbVqVUPdyJEjFRUVlcoeaZs8ebJOnTplqLNO2nWmH3/80VDOK2+5Wi9JZO8DwYy2VdLt611m7Nmzx5Dwl971P6/LrX2OsWPHGsp//fWX3n777Uwfd/v27bp48aKhrnLlymrfvr3DX9bJoA0aNDB8bj0TTk62b98+ff3115Zy4cKF031A3r9/fxUs+N9qEUlJSRo6dGiKs1rZY9SoUYZrjre3t1MeJGUVd7zuuMP9UpMmTQwxOJKoYn2faT2jSFruJHLd4evra3fS3fnz5w19Qutra3bz8PBQ+/bt9fnnn+vcuXOaN2+eWrRoYbOd2WzWpk2bNGTIEBUrVky9evXSjz/+aHh4mVXuzLzXtGnTNGfe8/f316OPPqrVq1frxIkTmjZtmsvbTut+x+7dux2a1eWOJUuWpHlca4ULF9YTTzxhqPvggw8ynMy1cuVKLV++3FA3YsQIeXl5pbvvgQMHdO+99xqSI2vWrKlffvklW2ftcTYPDw+98sorhrrJkyc7fF3Kydc3s9mslStXGuqy6/o0duxYm/HB3NBnzUpeXl42iTtLly7Vt99+m+lj//TTTzZ1tWvXzlCf2Frz5s0Nn2fVi3Wu8Msvvxj6E7Vq1Uq3P+EO/S9Xcsc+sfXY0+nTpzVp0qQMHSs6OtomGbtatWq67777MhyfI2bOnGmTpD9hwgRNmDDBaefI6LhSlSpVDEmWJ06csHkJJi3W4+DW9wJpsY6RcaXUkXQHwOnMZrP2JJxK8bPqMb6qUbGC4mMT9OMr6xXneftNo6SEM4qL+lYyx6a4nySVrFpDPV58RX4BgVkSNwAA7mTw4MGG8tKlS7Vr1y6HjvHCCy8Yym3btk13NoHSpUtrypQphroVK1Zo4sSJDp3bbDZr4MCB2rZtm6F+9uzZKc4kYG3ChAk2CQdvvvmmnnrqKYfiyElWrlypJ554wjADTffu3bVw4UJ5eOTOW7d7773XUP7999/t2q948eKG8h9//GHXfpMmTbKZJc9RGzdutPy7SJEibjHQ5Y6uXLmiDh06GJbhLFKkiNasWWOz3FROUbduXfXo0cNSvnbtms0sc+kxmUyaM2eO4W/61KlT6t69u27duuXQsebPn2+TPDN06FCHZpxxxG+//aZff/3VUNetW7csOZe7adWqlWE2EnvbqkKFChkeyv711192PUjcvXt3ppPukrdVkm17i//k5j5H9+7dbWYgmDBhgk0SgyM+//xztW3b1uEltvO6mJgYDR482PBwb9q0afL19U1zv4CAAL3//vuGuh07dqh///4Oz1r48ssvG2ZzlKRXXnnFbR/iHjx40GbpMHe47rjD/VJgYKCaN29uKe/YsUMxMam/xJzcI488Ypj5adOmTXbPujt69GhDuXv37nbPomZ97XSn61L+/Pk1cOBAbdq0SUePHtWkSZNsZkWSbr/As3TpUnXt2jXLk9p27NihEiVK6JlnntHWrVtT3KZFixaaO3euzp07py+++EIdOnRwm/vGSpUq2Szr6eiD6x07dti0WUOGDEl3v2nTpqlEiRKWcmJiorp166awsDCHzr9r1y6bRKY6deroueeeS3ffsLAwdejQwbC0bcWKFbVmzRoVKlTIoTjcUbdu3dS4cWNL+ejRow4v9ZiTr28LFiywWXKva9euWXKu5CZOnGiz7GFu6bNmtaefftrwOytJAwYMcChxJTmz2ay33nrLLfolOc2lS5dskuXeeuutdPdzh/6Xq7jrWMzdd99t8/xi1qxZmjNnjkPHiY2N1YMPPmiYzc/T01Nz587NlpkHP/nkE40bN85Q98wzz2jatGlOPU9Gx8BNJpMGDhxoqBs7dqzhvjI127ZtMyRqm0ymNGeVtJZ8XKlo0aKs9pIG9+iBA8hVzt86rCueKU9tWt63riTp1yk/6po5WJKUFH9acVHfSUr9rf/SNWvr4QlT5ePvnp0eAACcrXXr1mrUqJGlnJiYqB49euj48eN27T9p0iSbt+DGjBlj174vvPCCzZtL06dP14gRI+x6wHr16lX17dtXixYtMtQ//vjj6t27d7r7z5gxQ6+//rqhbvLkyTYPeXKTDRs2qGfPnoYZEzp27Kivv/7arrfoc6r77rtPnp6elrK9A57Ws8t9/PHHOnr0aJr7fPLJJ5leovfChQs6ePCgpdy+fXu3XXrClaKionTfffdp//79lrrg4GCtXr1a1apVc2Fkmfe///3P8Dub/O1se7Vs2dLmoeNvv/2mTp062SwZkpLExES98cYbGjJkiGEmtSpVqqQ7WH3o0CFNnDjR7mUs7vj9999tlrNp0qSJy2epyS5+fn665557LOVt27bZdT309PQ0JEGePXs23Z/R0aNH1a1bt0zPoLNhwwbLv/Ply6e2bdtm6ni5VV7oc3z66aeG5JGEhAQ99thjmjJlimG5u/QcP35cDz30kB5//HES7nR7ht6zZ8/ate3Vq1fVvXt3/fXXX5a6Fi1a2P3A49FHH1Xfvn0NdV988YX69Omjy5cvp7t/TEyMnn/+eZuZiVq3bm0zG6KzRUVFafjw4Q4v/7Vv3z7de++9hhlCy5QpY/eSjlnN1fdLknT//fdb/h0XF2f38p3BwcF68sknDXVPPvmkzQzp1iZPnqxVq1ZZyh4eHg4t/5z8uiTdnv3XHVWoUEH/+9//FBYWpt9++01PPPFEistTXr16NUvjiI6OTrEvUKZMGb300ks6evSoNm3apEGDBrntrGnW4w/Lly+3e0nHY8eOqWfPnobkq0aNGtk1w0qhQoW0aNEiw31aRESE2rZta/cD7pUrV6pjx46GWer8/Pz0xRdfpLsk25kzZ9S+fXudOXPGUle6dGmtW7fO5uWxnOy1114zlDNyX+TK69vGjRv1xhtvONQXkm6/EDts2DBDXc+ePVNM1HWmGTNm6I033jDUTZo0KVf1WbOSt7e3vvrqK0OieHR0tDp16qQPPvjAoRkW9+zZo7Zt22rMmDEZnpkxNzl//rzdKwBERESoY8eOhvG7Rx99VB06dLBrf3fof2VUbh2LmTVrls2LCMOGDdNrr71m19/H6dOn1aVLF61du9ZQP3HiRMMLJlnlyy+/tOnPDhgwQO+9957Tz9WsWTOFhIRYyo4k/Q4bNszwIujOnTs1dOjQNJeZPXnypHr06GHYplu3bqpQoYJd57QeA+/UqRNj4GnIvU9vALjMocjNkp9tvZfZrGZ1Bmjrh+t04urtzm1i/EnFR6+QlPrFt2yd+uo65kV5+6T99i8AALnNwoUL1ahRI8sg4PHjx1WvXj2NHj1affv2tblJiomJ0caNGzV9+nSbweT+/fvb/WDDw8NDX331lVq1amUYCPnggw+0cuVKPfvss+rVq5fh7XFJCg8P19dff61Zs2bp3Llzhs+aNm1q16w9ixYtspmhr0WLFmrRooXNDXh6QkNDVb16dYf2cYV9+/apa9euhlmuihcvrqefftruhwJ3+Pv7Z8ughLMUK1ZM99xzj9asWSPp9tIc8fHxhiUjUlKxYkXdfffd+vPPPyXdfqDbqlUrvfvuu3rwwQcNiYp79uzRtGnT9M0330i6vTxB8kEDR/zwww+GwYrks57hP127dtX27dsNdc8//7wuXbrk8N9xgwYNDINSrla1alU9/vjjDi3FlpIpU6bon3/+0Q8//GCp27Bhg2rWrKkRI0bokUceUa1atQz7XLt2TcuXL9f7779vM/NpkSJFtGzZsnTfzI6JidH06dP17rvv6oEHHlCPHj3UpEmTFGeBiImJ0ebNm/Xpp5/qq6++Mvzu+/r6avbs2XlqwO3RRx+1JBvExcXp559/tqsNeOKJJwyJEBMmTNDFixc1btw4FS1a1FJ/6dIlLVq0SK+88ooiIyNlMplUuXLlDC3FFh0drd9++81S7tatm9u+te9KeaXPERwcrO+//17t2rWzPMBOSkrS1KlTNW/ePA0fPlydO3dW3bp1bfa9dOmSfvrpJ61YsUI//vgjDxaTOXnypBo0aKCHHnpIPXv2VJs2bQzL5Em3Ey++/fZbvfbaa7pw4YKlvnDhwlq4cKFDbehHH32ko0ePGma8Wrp0qTZs2KBnn31Wffr0Ufny5Q37nD9/XkuXLtW7775r83JCxYoVtWTJkiyfFSsxMVEfffSR5s2bp3vvvVc9e/ZU8+bNVb58eZv/f1xcnHbs2KHPPvtM8+fPNyQcmUwmvf/++4aHTa7kyvulO/r06aNx48ZZrs8rVqxIcXm6lLz22mv68ccfLUuVXr16Vc2aNdPUqVP15JNPGvpe+/bt0+TJk7Vs2TLDMUaMGGH3jM9ms9nQ57n77rvdfuZjk8mktm3bqm3btpo9e7a+/fZbLVy4UL///nuaDzizQkBAgB5++GH169dPbdu2zTH9r/vvv1/9+vUzJDdMmTJFv/32m1544QW1adPG5m/62LFj+uKLL/TWW2/p+vXrlvp8+fLZJEmkpUOHDpoxY4Zh5poTJ06oTZs26tu3r/r37682bdoYXqaJj4/X6tWrNX/+fJslZT09PbVgwQLVqFEjzfPevHlTHTt2NLws6enpqRdeeEGHDx/W4cOH7f4/SLf7JdbLsLuL9u3bq02bNjYJtY5y1fXt6tWrGj9+vKZPn66HHnpIDz74oBo1amRYwu+OqKgorV+/Xp988onNcqIFCxa0a5auzEipz9q0aVM1b948V/VZs1q5cuW0dOlSdevWzTI7bGxsrEaMGKEPPvhAQ4cOVadOnVSlShWbfU+fPm1ZbnrNmjXZfh1wZ9u3b1efPn30yCOP6OGHH1bz5s2VP39+wzbHjh3TV199pRkzZhiWga5YsaJDyU3u0P/KqNw6FpMvXz4tX75cbdq00cWLFyXdvtd86aWX9M0332jEiBF66KGHbO6TDhw4oCVLlui9994zXO+l2+MXL7/8cpbHvnbtWvXr18+Q4F+1alX17t1b69atM2ybmJhomFXa39/f0IcICQlRgwYN0jyft7e3evTooblz50qS/vzzT124cMEwLpSaUqVK6Y033jDMEjlv3jwdPXpU06dPV9OmTS31N27c0FdffaUXXnjBMONuwYIFNXv27HTPdYf1GPijjz5q9755khlwc/v27TNLsnzt27fP1SEhBZGRkeYVK1aYV6xYYX5gTh1zzYU1bb76flTDfOjnXeYPhqwxf/DUOvO7T843v9mrq/nNXven+rXs9Snm+NhYV//3ACDT4uPjzQcOHDB8xcfHZ/q4CQkJ5qtXr1q+EhISnBAt3MnSpUvNvr6+hv7Qna+iRYuaa9WqZW7cuLG5YsWKqW7XqlUr840bNxw+d0REhLlhw4YpHtNkMpmLFStmrlu3rrl27drmwoULp7idJPN9991njoyMtOuc/fr1S/U4jn7169fP4f+zKyxYsMBp/+cyZco4Nbb169cbjh8WFubU45vNZvPixYsN5/j111/t2m/z5s1mb29vm+9BYGCguV69euYGDRqYixUrZvgsICDAvHPnTkNd69at7Y61c+fOlv1KlChhvnTpklu0v9nxc3KEs36fJZnXr1/v9Pisv1/dunVzaP+wsDCzj49PivE6cqzY2Fhz//79U/2/BwcHm6tXr25u0KCBuWTJkmZPT88Ut6tQoYL5wIEDdp1z165dKR4jJCTEXKVKFXPjxo3N9evXN5cvXz7V8/n6+pp/+uknh75nucGNGzfMgYGBlu/DI488Ytd+cXFx5rp169p8Hz08PMxVqlQxN2nSxFyxYkWb7/fEiRNtron2/m1/8803hv1WrVqVif+5c5UpU8YS1+TJkzN0DGf1f929z2HdP1iwYEGmjnfgwAFzlSpVUv0/BAYGmsuXL29u1KiRuVq1auaQkJBUtw0KCjKfP3/eKf/P5L8Tjrb71nFl5vrn6LH++ecfm31KlSplrl+/vrl+/frm0NBQs8lkstmmcOHC5h07dmQoxsjISHOnTp1S/bkUKlTIXKtWLXO9evXMxYoVS/H8kswNGzY0R0REZCiGO+xtn65evZpiDPnz5zdXqlTJ3KhRI3PDhg3NlSpVSrFfJ92+75g3b55dcU2ePDnL/zaTc8X9UnL33HOP5RglS5Y0JyUl2b3v9u3bU/w79/b2NleuXNncsGFDc8mSJVOMt127dubz58/b3QZv27bNsP/s2bMd/r+6i7CwMPOUKVPM9evXz9LzbNy40dy6dWvzp59+ao6KisrSc2Wl6Ohoc8uWLVP8PfLx8TFXrFjR3LhxY3Pt2rVt7t3ufPn6+pqXLl2aofPPnj3b7OXlleJx/f39zRUqVDA3atTIXK5cuVTHUwICAszLli2z63xhYWFO61ukdy2yPldG2jvrvsaoUaMc2n/z5s2pxu7IsVxxfVu+fHmKxyhSpIi5WrVq5iZNmpjr1atnLlOmTKrnCw4ONv/9998Ofc+SS36stMYl3L3Pmp7WrVsbYnCU9bU9s2MEf/zxh7lEiRKpfo+CgoLMlSpVMjdu3NhcuXJlc/78+VPdtnjx4pmKJTlH/v6TS6ndyaiMHOvHH380bG8ymcxly5Y1N2zY0FynTp1U2/by5cubjx8/nqE4Xd3/Ss7e3+/sHouxbjcyeu9trwMHDpgrVKiQYtyenp7m0NBQc/369c01atRI8z6zf//+5thM5gQkv79Ma5zcum3JzJe9Y8u///67Yb9PPvnE7v9XUlKS+fHHH0/x/EWKFDHXr1/fXL16dbO/v7/N5/7+/uZffvnF7nOZzbZj4M4c986qZ6WuzClieVkAThUVf0lhPimvI17jWm2t/y5CMnkoMf644qO/l5T6muOVGjdT19ET5ZXOlO0AAORmPXr00IYNG1S6dGmbzy5cuKB//vlH27Zt09GjRxUbG2v4/M6SP2vXrs3QDDehoaH6448/9OKLL8rX1zjjrNls1vnz57V7927t3bvX8ObUHfnz59dbb72lVatWue2SN3C9nj17qnDhwpbyZ599Ztd+zZo109y5c21mxYuOjtauXbv0999/6/z585b6kJAQrVy5UvXq1ctQnOfPn9fq1ast5UGDBhneakTeUbZsWQ0ePDjTx/Hx8dGCBQv0+eefp/hm67Vr13TgwAH9/fffioiIUGKi8d7Jw8NDgwcP1t9//53pZXuvXr2qQ4cOadu2bdq5c6eOHz9ucz5Jatiwof766y916tQpU+fLifLly6d+/fpZyj/88IPhLf3UeHt76/vvv1elSpUM9UlJSTp06JC2bt2qo0ePGr7fzz//vF599dUMx5q8HS1Xrpzuu+++DB8LuUe1atX0999/a8yYMSkujRcdHa3jx49r+/btOnjwYIpLJ3p7e+uZZ57R0aNH7XojP685ffq0du7cqZ07d+rMmTM2s6A0b95c27dvT3cWhNQUKFBAK1eu1DvvvGMzg4gkXb58Wf/884927dql8+fP25zf19dXEyZM0B9//KHQ0NAMxeAsUVFROnLkiLZv364dO3boyJEjKS6lWalSJa1bt04DBw50QZTpc/X9UvIlDiMiIgyznKanYcOG+v33321mkIqPj9fhw4e1Y8cORURE2OzXr18/LVmyJN0lNpNLfl3Knz+/HnvsMbv3dTdly5bV5MmT9ffff2fpeVq1aqUNGzZowIABCgwMzNJzZaWAgACtW7dOw4YNs5l5LC4uTkePHtW2bdu0d+9ew73bHaVLl9aGDRsyPMP48OHDtWXLlhRnc42JidGxY8e0fft2hYWF2YynSLeXKf3777/14IMPZuj8uV2zZs0MS11nlDtd3y5evKiDBw9q69at2rVrl06cOJHirGYdOnTQzp07Vb9+/UydD9mvefPm2rt3rwYMGJDijIiRkZE6cuSItm3bpsOHD6d4zxcQEKCXX37ZZqZF3O7/hIeHa8eOHdqzZ0+KbXvXrl21devWDM966+r+lzPllrGYO/eaTz31lM3fVWJios6cOaOdO3dq//79Kd5nFi1aVIsXL9aCBQsc6mPmNC1btlTNmjUtZXvHwKXbszAvWrRIY8eOtfkeX7x4UTt37tSBAwcMM/JJt1fTWb16te699167z2U9Bj5kyBDGwNNB0l0edezYMS1ZskQzZ87Ua6+9pg8//FC//fabYUkrICMOXduYYr1fnI+KHemmBE9/JcYdUXz0D0or4a5Ks1a6f9Q4eXqlvbQYAAB5QdOmTXXkyBHNnTtXDRo0SHeZjEKFCql///7at2+fZs+ene5SnWnx9fXVq6++qmPHjmnChAkqW7ZsuvtUrVpVr776qsLDw/X8889n+bJVyNn8/Pz01FNPWcrfffedrl27Zte+/fr10++//65WrVqlefwnn3xS+/fvV5s2bTIc56JFiyzL6vn4+BhiRt7z4osvOm25zr59+yosLEzvv/++GjZsmO4yIUWLFtXTTz+tAwcOaM6cOQoKCrL7XDVq1NAvv/yikSNHqnbt2nYNmvn7+6tbt25asWKF/vrrrxQfWuYVo0aNsvx8bty4oS+//NKu/UqXLq3t27frmWeeSXOJsKZNm+rXX3/VW2+9leHlYs6ePWtY9mrEiBFch2EREBCgmTNnKjw8XFOmTLFreTEvLy81atRI77zzjs6cOaP333/fkCyfV5UqVUrPP/98ikuQJWcymdS8eXN9/fXX2rRpk1196bR4eHjo2Wef1YkTJzRt2jS7foZlypTR+PHjdfToUU2bNs3m4WRWCgoK0saNGzV+/Hg1btzYrodo3t7eateunT7//HP9888/atu2bTZEmnGuvF968MEHVaZMGUt53rx5Du1fs2ZNHThwQDNnzrRJvkvOy8tL7dq106ZNmzR//nyH7i9jY2P1xRdfWMoDBgxw+QNuZC9vb299+OGH2rdvn/r375/uNcTDw0P169fXnDlzdOTIEcOSaRnRqFEj7dy5U8uWLVPnzp3TbYfy5cunHj16aO3atdqwYUO67Xxe9+qrrzplmcPsvr517NhRy5Yt0+DBg1WlShW7/g8FChTQo48+qnXr1mn16tVuv0w2Ule4cGF9+umnOnz4sMaOHWvXz9LX11etW7fW3LlzdfbsWU2dOlUBAQHZEK17q1OnjoYNG2boj6TE09NT9957r3799Vd9//33mb6fyGnj1XlhLCYoKEgff/yxDh48qBEjRqS4XHdyJpNJDRo00LvvvquwsDA9/vjj2RSpa40aNcry7z/++EP//vuv3fuaTCa98cYb2rlzp7p27ZrmdS80NFSTJk3SkSNH1KJFC4ditB4DHzp0qEP750Umc0op+si1VqxYoVdeeUU7d+5M8fPAwED1799fkydPdpsBtP379xuyfvft26caNWq4MCKk5Pr161q/fr2+OTtNe/1vGj80mzT89wFK8qmjxLhDir/xk27P7Jmy6i3b6t7hz8rDg6xpALlHQkKCjhw5YqirVKmSvLy8MnXcxMREwxt3+fPn562TPCAyMlJbt27VmTNndPnyZcXGxio4OFiFChVS9erVVbNmTacMeqYmLCxMe/bs0cmTJxUVFSWTyaQCBQqobNmyqlevnkqWLJll50budP78eZUvX143b97uR7799tt67rnnHDpGeHi4Nm/erLNnz1r+JqpUqaJmzZplOjkqKSlJVapUsbzFPHDgQH3yySe0v8gSly9f1t9//63jx4/r2rVrSkhIUEBAgEqVKqUaNWqoWrVqTmvjb9y4oQMHDujYsWO6cOGCoqOj5eHhoaCgIIWEhKhGjRqqXr06v9vJ9OjRQ999952k2w8Ydu/e7dD+0dHR2rRpk44eParIyEj5+/vrrrvuUtOmTVOc1dZR//vf/zR58mRJUsGCBRUWFpbrkhvySv934cKFGjBggKW8YMEC9e/f3+nnuXjxonbt2qXw8HBdvXpV8fHxKlCggEJCQlS+fHnVr19f/v7+Tj9vbnLx4kXt3r1bYWFhunLlihISElSgQAGVK1dOTZo0yfJZAc+cOWP5GUZGRspsNiswMFClS5dWnTp10kymyqj+/ftr0aJFlnJYWJhdDztjY2Mt152zZ89a/paDgoIUHBysqlWrqlatWjl+hovsvF/64IMPNGLECEm3H0CHh4erePHiGTrWv//+q127dunChQu6efOmChUqpJIlS6pFixaWJH9H2+DFixdbZor19vbWoUOHSFTJ48xms/bv36/9+/fr8uXLunbtmnx9fVWwYEGFhoaqadOmDr1U4qiYmBj9/fffOnLkiC5evKjY2Fj5+fmpWLFiqlKliurVq5cj2qDw8HDD31K/fv20cOFC1wWUBbLz+nZnlvGwsDBduHBBN27ckI+Pj4KCglSoUCHVqlVLlStXdupYW/JjtW7dWhs2bEhz+5zaB27Tpo02bvxvsg5H0xKmTJmiqVOnWsrr16/P1AuVqTl9+rT27t2rEydOKDIyUomJiQoKClLBggVVqVIl1alTJ0e0Da4UERGhPXv2WP5mk5KSFBQUpEqVKqlJkyYKDg7O0vO7Yrw6o7/feWUs5uDBg9q/f79Onz6t6OhoeXp6Kjg4WOXLl1eDBg2yJBelbNmyOnHihKTbydnh4eGZPqYz29/Y2FhVqFDBMqP0yJEj9e6772boWDdv3tQff/yhkydP6tKlS/L19VXRokVVo0aNDCdppjQG7uiLPenJqmelrswpylzkyDFiY2M1cOBAw1tlKYmOjtYHH3ygr7/+Wt9++22aM0YA1uKTYnXY94Yk441H72333k64iz2g+Ju/Kq2Eu5ptO6rDkKdJuAMAIA1BQUHq2LGjy85frlw5HpTAqYoVK6ann35aM2fOlCTNmjVLI0aMcOhmu2zZspmePSY1y5Ytsww2+Pj4aNKkSVlyHkC6PVtpdrXxAQEBatSokRo1apQt58sNpkyZomXLlslsNmvPnj1avXq1Qz+vwMDALFsSJiYmRh988IGlPGbMmFyXcAfnK1KkiEv7lblBkSJF1KFDB5edPzQ01OXLxdrL19dX9erVU7169VwdSpbKzvulwYMHa8aMGTp9+rRiY2P13nvvadq0aRk6VtWqVVW1alWnxvfmm29a/j1gwADuIyGTyaSaNWsaHopmJ39/f7Vo0cLhWV+Q/bLz+hYcHKxmzZqpWbNm2XI+uJ9SpUqpVKlSrg4jRytZsqRLX8TOSePVeWUsplq1aqpWrZqrw3Arvr6+mjhxop5++mlJ0vz58zVlyhSFhIQ4fKx8+fI5/V6eMfCMYX2JPCApKUm9e/e2Sbjz9PRUuXLlVLduXZs3hy5evKhOnTrpzz//zM5QkcMdv7ZFtzyMCXetDtZSSFInJcTuU/zNX5RWwl2dDp3VccgzJNwBAADkQePGjbMkh5w8eVJLlixxcUT/eeONNyz/HjRoULrLZgDIvWrWrKlHHnnEUp4xY4YLozH69NNPdfHiRUm3lyG+M/MRcocBAwbIZDIZvtKbEQVwhilTptj87iWf5Q6u5evrq5dfftlS/uijj3T9+nUXRvSfVatW6Z9//pEk+fn56aWXXnJxREDutWjRIpu2esqUKa4OC/+vbNmyNj+fvMr6++Doy5Nt27a1OYYzZrIC0tO/f3+b373ks9wh+7Vp08bmZ3Jnljt3NmjQIEuC6I0bNwwvT7oaY+AZQ9JdHjBz5kx9//33hrqhQ4fq5MmTOn78uHbt2qUrV65o2bJlhqVMbt68qV69eikyMjK7Q0YOdezWbkO54tkSqnn5cSXE7lHCzdVp7lu/cze1GzhMJg+aJQAAgLyocOHCliURJWnq1KmKj493YUS3rVixQtu3b5d0++335MuaAMibZsyYYVm2+rffftNvv/3m4ohuz3KXfGajadOmKTAw0IURAQCyy8CBAy1LSF27ds0wu5yrmM1mw8wYY8aM0V133eXCiAAAAADX8/HxMfTX33rrLV25csWFEd3GGHjGkd2Sy12+fFmvvfaaoW769On66KOPDNMye3h46MEHH9SWLVsMbxWcPn1ab7/9dnaFixzMbDbrsM8lSzn4Rj7dd3iQ4uL3K+HmujT3bdSth9o8MShPv90DAAAAacSIEZZlB44dO6Y5c+a4NJ6kpCTDjBxTp05V4cKFXRgRAHdQqlQpTZw40VJ+4YUXXBjNbe+++67OnDkjSWrQoIEGDBjg4ogAANnFw8ND77//vqX89ttv6/z58y6MSPr666+1a9cuSbevmxMmTHBpPAAAAIC7eOihh9S+fXtJUmRkpKZPn+7SeBgDzxyT2WxOfa1H5Hjjx483TAPZqlUrbdiwIc3kpnXr1ln+yCUpf/78CgsLU6FChbI01tTs379fNWvWtJT37dunGjVquCQWpG7938s0ct/tmUk8E00a+vswxeq6EmI2pblf04f7qFnPviTcAcj1EhISdOTIEUNdpUqV5OXllanjJiYmKioqylLOnz+/PD1ZphsAshrtLwC4Rl5pf8+ePav9+/enuU2DBg0UEhKSTREhrzp+/LiOHz+e5jYtWrSQn59fNkUEV8orbTDg7m7duqU//vgjzW3Kly+v8uXLZ1NESMvmzZsVExOT6uchISFq0KBBmsfIqe3v33//ratXr6b6ub+/v5o3b57q5/RD4C4OHDhgedEtNcnzK5D1Mtu+2Cuntr/uKquelboypyhzkcOtJSUlacGCBYa6KVOmpJvc1K5dO7Vs2VKbNt1OloqKitI333yjYcOGZVmsyPnW7f/a8u8n/uymWPNVJdzakuY+zXs9pqYP98nq0AAAAAAAAHKUEiVKqESJEq4OAyBpAwDckJ+fH8kdOYgzkj5yqvSSCdNDPwTuonr16qpevbqrw0AymW1fAGdhedlcbMuWLbp48aKlXL58ebVp08aufQcOHGgor1ixwomRITfaH3tIktRlZyN5xPmkm3DXqu8AEu4AAAAAAAAAAAAAAACQ45B0l4utWrXKUO7QoYPdS3h26NDBUN6wYYNu3LjhtNiQu5w4+6+OeSeo3vEyKn6llBJvbU1z+7b9BqtR14ezKToAAAAAAAAAAAAAAADAeUi6y8V2795tKDdr1szufUNDQ1W2bFlLOS4uTgcOHHBSZMhtVmz+SMWvBqnhsRpKiNuZ5rbtBw1X/c7dsikyAAAAAAAAAAAAAAAAwLlIusvFDh48aCg7us649fbWxwPu+OfsdnXZXl/x8fvT3K7j0JGq06FzNkUFAAAAAAAAAAAAAAAAOJ+XqwNA1oiJidHJkycNdXfddZdDx7De/tChQ5mOC7nPtcjLqvlnVcUnhqWxlUmdnnle1Vu2zba4AAAAAAAAAAAAAAAAgKxA0l0udenSJZnNZkvZ29tbRYsWdegYJUuWNJQvXLiQ6bguXLigixcvOrTP0aNHDeXo6Ghdv34907Eg85ISE/Xls2OUmJjWz9SktoOeVqk6Dfi5AcjTEhMTlZiYKEny8PCw1JlMpkwfN60yACB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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 16: Reaction efficiency history at steady-state.\n" ] } ], "source": [ "'''Individual reaction efficiency'''\n", "\n", "quant = stg.efficiency_history()\n", "quant.plot(title='Reaction Efficiency @ %2.1f C Steady-State'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', legend=stg.rxn_mech.reactions, show=True, figsize=[10,3])\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Reaction efficiency history at steady-state.')" ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 10: Reaction efficiency history at steady-state.\n", "Time [min] Rxn Eff. [%]\n", " r0 r1 r2 r3 r4 r5\n", " \n", "0.00 0.000 0.000 0.000 0.000 0.000 0.000\n", "0.06 6.372 6.507 6.645 2.418 2.445 1.934\n", "0.12 12.135 12.589 13.066 4.736 4.827 3.830\n", "0.18 17.277 18.105 19.026 7.031 7.209 5.751\n", "0.24 21.835 23.048 24.451 9.311 9.590 7.704\n", "0.30 25.843 27.393 29.272 11.579 11.969 9.692\n", "0.36 29.350 31.169 33.491 13.833 14.340 11.711\n", "0.42 32.408 34.418 37.137 16.062 16.691 13.752\n", "0.48 35.066 37.193 40.254 18.256 19.007 15.801\n", "0.55 37.369 39.548 42.895 20.397 21.271 17.840\n", "... ... ... ... ... ... ...\n", "2.73 50.305 50.351 51.105 48.227 48.810 47.639\n", "3.03 50.239 50.261 50.795 48.760 49.197 48.326\n", "3.33 50.181 50.192 50.570 49.128 49.451 48.809\n", "3.64 50.135 50.140 50.408 49.384 49.621 49.151\n", "3.94 50.099 50.101 50.292 49.564 49.737 49.394\n", "4.24 50.072 50.073 50.208 49.690 49.816 49.567\n", "4.55 50.052 50.053 50.149 49.779 49.870 49.690\n", "4.85 50.038 50.038 50.107 49.842 49.908 49.778\n", "5.15 50.027 50.027 50.076 49.887 49.935 49.841\n", "5.45 50.020 50.020 50.055 49.920 49.954 49.886\n" ] } ], "source": [ "'''Individual reaction efficiency'''\n", "quant = stg.efficiency_history()\n", "tbl_count += 1\n", "print(f'Table {tbl_count}: Reaction efficiency history at steady-state.')\n", "print('Time [min] Rxn Eff. [%]')\n", "\n", "col_names = [f'r{i}' for i in range(len(stg.rxn_mech.reactions))]\n", "time_name = ''\n", "df = (quant.value.apply(pd.Series).mul(1)\n", " .rename(index=lambda i: round(i/unit.min,2))\n", " .set_axis(col_names, axis=1).rename_axis(time_name)\n", " .round(3))\n", "print(df.to_string(max_rows=20, min_rows=20))" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Overview of Individual Reaction Efficiency at Steady-State+ Do not explain the start-up process; cover the steady-state only.

\n", "\n", "

Steady-state window

\n", "\n", "Steady-state is taken as the final five time points (time [s] = 109.091, 163.636, 218.182, 272.727, 327.273). Reported quantity: reaction efficiency [%]. The table columns 0–5 map to the six ordered reactions supplied.\n", "\n", "

Per-reaction steady-state summary

\n", "\n", "- Reaction 0 — [C4H9O]3PO(o) + H2O(a) <-> H2O*[C4H9O]3PO(o): mean = 50.161% (min 50.0195, max 50.305), final (327.273 s) = 50.0195%; absolute range = 0.286% (≈0.57% of mean). Stable about 50.16%.\n", "- Reaction 1 — 2 [C4H9O]3PO(o) + 2 H2O(a) <-> [H2O]2*[[C4H9O]3PO]2(o): mean = 50.241% (min 50.0196, max 50.6408), final = 50.0196%; range = 0.621% (≈1.24% of mean). Small variability; converged near 50%.\n", "- Reaction 2 — 3 [C4H9O]3PO(o) + 6 H2O(a) <-> [H2O]6*[[C4H9O]3PO]3(o): mean = 50.882% (min 50.0546, max 52.6925), final = 50.0546%; range = 2.638% (≈5.18% of mean). Larger settling from a higher interim value; final ≈50.05%.\n", "- Reaction 3 — H⁺(a) + NO3⁻(a) + [C4H9O]3PO(o) <-> HNO3*[C4H9O]3PO(o): mean = 48.369% (min 44.5359, max 49.9196), final = 49.9196%; range = 5.384% (≈11.13% of mean). Steady-state close to 49.92% with notable rise across the window.\n", "- Reaction 4 — H⁺(a) + NO3⁻(a) + 2 [C4H9O]3PO(o) <-> HNO3*[[C4H9O]3PO]2(o): mean = 48.805% (min 45.7689, max 49.9538), final = 49.9538%; range = 4.185% (≈8.57% of mean). Approaches ~49.95% at final time.\n", "- Reaction 5 — UO2²⁺(a) + 2 NO3⁻(a) + 2 [C4H9O]3PO(o) <-> UO2[NO3]2*[[C4H9O]3PO]2(o): mean = 47.909% (min 43.1786, max 49.8864), final = 49.8864%; range = 6.708% (≈14.01% of mean). Largest variability over the steady-state window but final value ≈49.89%.\n", "\n", "

Aggregate observation

\n", "\n", "- Final snapshot (327.273 s) shows all six reaction efficiencies tightly clustered between 49.886% and 50.055% (spread ≈0.168 percentage points), i.e., effectively ~50% at steady-state. \n", "- Early points inside the chosen steady-state window show greater variability for reactions 2–5, but by the final times every reaction converges to approximately 50% efficiency." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 6607\n" ] } ], "source": [ "if cortix_ai:\n", " issues = ('+ Title your reponse as: Overview of Individual Reaction Efficiency at Steady-State'\n", " '+ Do not explain the start-up process; cover the steady-state only.'\n", " )\n", " cortix_ai.explain(quant=quant, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Reaction Rate Density\n", "This quantity only makes sense per volume of the mixture." ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "data": { "image/png": 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hwoV4+fIlTp48iW+++QZt2rSBnZ2dynZKlCgBHx8fjB8/Hn///TdCQ0OxdOlSlCpVSrLfnTt30KxZM9y8eVNvr6kwcjMM5rKyssKGDRt0lrnu9OnTuHz5sqTMzc0Na9asgbFx/v+N7ezsjI0bN8r2mzdvnmwpVn1ZsGCBLNBwxIgR6Nq1a4F1u3XrhuHDh0vK4uLisGLFCp2OMT+bN2/Gtm3bZOXdu3fHqVOn4OnpqVW7JiYmGDVqFO7fv4/27dsXdpj52r59u6xs7ty5aNmypdZtNm3aFNu3b0eNGjUKMzQivTp06BASExMlZfXq1cOyZcu0vkaXKlUKM2bMwJQpU3QxRCIiIiIieguD9YiIiIiIqEhYWlpi2rRpsvKbN28WedYQIpIzMjJSmZEjPDwc9+7dM8CIqDiwsLDAihUr8Ouvv8qeS0hIUBnIR/Q++OabbzBlyhRJsHKJEiXw3XffISAgAN988w3Kli2rVdvOzs743//+h8DAQMyYMUOSsSs6OhqtW7fW2bKyujRixAjEx8crtmfPng0vLy+dtb969WpZ2eTJk9XOhta8eXN89NFHkrKAgACcPHlSJ+PLT1xcHP766y9JmZmZGebMmaN2G3PmzIGpqamkbO3atUUSbBgbG4uvvvpKVt60aVPs3r0blpaWhe7Dzc0NR48exZdfflnotlR58+YNzp49KymztLSUBUESvY+OHj0qKxszZgxMTEwMMBoiIiIiIiqIacG7EBERERER6UbHjh1lZTk5OXj8+DGaNGmidbvZ2dm4ffs2goODERUVhbi4ONjZ2cHFxQVeXl6oW7euzrK+5Hr9+jUeP36MFy9eICEhAW/evIGdnR2cnJxQrlw5+Pr66uTGZn6ioqJw69YtREVFITo6GqmpqbC1tUXJkiVRtWpVVKtWDSVKlNDrGIpSRkYGrl+/jlevXiEyMhIpKSlwdnaGq6sratSoodOAgfyEhITgxo0bCA4ORmpqKpycnFCqVCk0a9ZMliXpXdO0aVPY2dnJMnM8fPgQderU0arNN2/e4OnTp3j8+DGio6ORmJgIU1NTODo6omTJkvDx8UGFChV0MPqiEx8fjxs3biAiIgJRUVFIT09HyZIl4erqCl9fX5QuXdrQQ9S5sWPH4ubNm9i0aZOk/OjRozh9+jTatGlTqPZTU1Nx7do1hIeHIyoqSnF+u7i4wMfHBxUrVixU++pISEjA1atX8ezZMyQkJMDGxgYuLi6oV68evL29ddZPZmYmHj16BH9/f8TGxiIxMRFGRkawsrKCg4MDypUrh0qVKr1z58X7ZPHixVi8eLGkrE6dOtixY4dOj4USJUrghx9+QPfu3dGrVy9Fpsrk5GR07doVV69eLZJjXx0bN27EkSNHFNsNGzZUGdylrZSUFBw8eFBSZmlpiSFDhmjUzqhRo3Do0CFJ2Z9//okOHToUdoj52rt3LzIyMiRl3bt312he4Obmhm7dumHPnj2KstevX+P8+fNo1aqVroaq0sKFCyWBmABgY2ODP/74Q6fBPsbGxnoL1gsNDZVlNqxSpQpsbW310l9xEBERgdu3byMqKgqRkZHIycmBi4sLSpUqhcaNG6sd6KouQ8/pnj9/jrt37+L169dITEyEnZ0dPD090ahRIzg7O+ut33dBcHCwrKx+/foGGIl+RUZG4vHjx3j+/Dni4+ORkpICW1tbODk5oWzZsmjYsCFsbGwMPUyNPHnyBE+ePEFkZCSio6NhYWEBFxcXeHh4oFGjRnr/PwUiIiIiMhBBRERERERUgKCgIAFA8mjZsqVWbdnZ2cnaOnDggFZtnTx5UvTq1Us4ODjI2nz74ezsLAYNGiQePXqkVT9CCBEVFSXWrl0rPvvsM1GqVKl8+wMgzM3NRYsWLcTOnTtFdna21v0qCwsLE9OmTRO1a9cWRkZGBY6hdevW4ueffxYxMTGytjZt2lTg6yjokddxcObMGdm+Z86c0eo1nzx5UnTt2lXY2NjkO5ZKlSqJr7/+WoSFhWnVT/ny5SXtDR48WPL83r17RePGjfPs38jISDRs2FAcOXJEq/4LS3k85cuX16qd2rVry9pavny52vVzcnLExYsXxZQpU0TDhg2FqalpgceRu7u7mDhxoggODla7H30ev6qkpqaKH3/8UTRp0kSYmJjk226NGjXEwoULRXJystrt68rMmTNl49m0aZNO2k5NTRWurq6y9j/++GOt2svMzBTr1q0Tbdq0Eebm5vm+p56enmLatGkqr2UFGTx4cL7nhp+fn/jkk0+EmZlZnv2XL19erFixQmRkZGj1WoUQ4vTp06J3797CyspKreOzZMmSokuXLmLt2rUiKiqq0K/zbYU9dwCIoKAgIYQQ2dnZokKFCpLnKlasKHJycrR+r4QQ4ueff5b1uX///kK1qY7Dhw/LPl8//fRT8ebNG732GxERIXx9fSX9+vj4iMzMTL32q46QkBBhb2+vGJe5ubnw9/dXPK/qejxz5kyN+jh06JCsjU6dOmk81szMTNl8wc3NrdDHY0F69eolG/9ff/2lcTt//vmnrJ0pU6boYcT/JyUlRfL3zX3Mnj1br/3q2uXLl2WvoUmTJnrvV9XnrqYP5TlnfmJjY8WsWbNE3bp18/0uYGxsLBo0aCB+++03rT+7impOV9AY1q9fL+rVq5dnnyYmJqJDhw7i/PnzkrrqXpf++eefQl/DVKlTp46kTVdXV5Genl7odlWpUqWK7DU8efJEL33lUvV/BNo88pOYmCi2bt0qBg0aJMqVK1dgWyYmJqJBgwZi3bp1Gr3XLVu2LPTr0GS+/eTJEzF69GjZ90/lh6WlpejQoYM4fvy42m0TERER0buBwXpERERERFQgXQbrlSlTRtbW1q1bNWrj3r17ok2bNhr/B7qJiYkYNWqUSEtL06i/vn37qnVzKq9HtWrVJDe1tZGSkiK++uortYM8lB8WFhbi9evXkjaLe7De8+fPRfv27TUek7W1tZg9e7bGQZJ5BevFx8eLjz/+WKMxDB48uMgDLJTHoG2wXtOmTWVtzZ07V626Z8+eFR4eHlofT6ampuK7775T629XlMF669atE6VLl9a4/VKlSoldu3ap1Yeu6DNYTwghfvjhB1n7JiYmGgfR7du3T1SuXFnj99TOzk6sXLlSo77yCmLLyckR3333XYHBl28/6tatKyIiIjTqPzY2VvTo0aNQx2rv3r21fp2qFPbcAf4vWE8IIRYuXCh7/ujRoxq9T8qqVq0qac/d3V1kZWUVqs2CvH79WpQsWVLS76BBg/Teb67Y2FhRs2ZNSf/z5s0rkr7z06FDB8mYlIO4dBGs980338ja0Pa1t2vXTtaWvoNWVP2QQ3nepY5Xr17J2tF3wNkff/wh69PMzEzrHz8Yyu3bt2Wvo0yZMnrvt6iC9bKyssSCBQsK/JGSqkfFihXF2bNnNXpdRTmny0tgYKD44IMPNOp3woQJimu2JtelatWqSfYtW7Zsoa79qoJHp02bpnV7BVH1Y5sTJ07orT8h9B+sN3nyZGFpaal1u+7u7rIAzrwUVbBedHS0GDZsmEZzz9xHy5YtRUhIiLp/HiIiIiIq5oxBRERERERUhJSX2AKg0fJUBw8eRJMmTXD69GmN+87OzsaaNWvQqlUrREZGql3v8uXLsmW1NPHo0SM0btwYp06d0qr+y5cv0axZM/z888948+aNVm2kp6fLlmcrzm7duoWmTZvixIkTGtdNSUnBjBkz0Lt3b6SnpxdqHDExMfjggw9kS/MVZMuWLRov3VdcFOYcDQoKQkhIiNZ9Z2VlYe7cuejWrVuhzjldyczMxPDhwzFixAiEhYVpXD8iIgKfffYZ5syZo4fRGcbYsWNhamoqKcvOzsaxY8fUqi+EwMyZM9GjRw8EBARo3H9iYiLGjx+PUaNGITs7W+P6uXJycjBw4EDMnTtXo3b8/PzQokULJCcnq7V/XFwcWrVqhX379mk71HfC8OHDZcu0rV69Wuv2Tp8+jSdPnkjKRo4cqdPlOFX56quvEB0drdhu06YNNmzYoPd+czk6OuLo0aNwdHRUlM2ePVurc0VX1q1bh+PHjyu269Spg6lTp+q8n1u3bsnKmjRpolVbTZs2Vat9XXn9+jUiIiIkZeXKlUOZMmU0bqts2bIoV66cpOzu3buFut4V5MCBA7Kybt26wc3NTW996oOq8YaGhuLSpUsGGI1uJSUloWvXrpg2bZrKeVpBgoKC8OGHH2Ljxo0a1THknC4wMBAtWrTAxYsXNaq3YsUKDBw4EEIIjeqNGzdOsv369WuV54a6lD8DjY2NMXLkSK3bK4iq43/nzp16668oXL9+HWlpaVrXf/XqFdq2bYs//vhDh6PS3tOnT9G4cWNs2LBBq2v6uXPn4Ovrixs3buhhdERERERU1EwL3oWIiIiIiEg3nj9/jtTUVFm5p6enWvW3b9+OgQMHIicnR1Jubm6ONm3aoFGjRvDw8IC9vT2Sk5Px4sUL/PPPP7KbPFevXkXPnj1x5swZmJmZafQaTExMUK9ePdSoUQPe3t5wdnaGnZ0dhBBITEzEs2fPcPXqVVy6dEkyzuTkZPTp0wd+fn7w8PBQu7+XL1+iYcOGspvAAGBlZYXmzZujRYsWKFWqFOzt7ZGUlITw8HD4+fnh8uXLCA0NzbNtJycn1KlTBwCQkZGBR48eSZ738PCAk5NTvuOrXLmy2q9FXY8ePUKrVq1UBsN4eXmhR48eqFy5Muzs7BAeHo7r16/jwIEDsv13796NtLQ0jQPtcmVlZaF79+7w9/dXlNWtWxcdOnRApUqV4ODggNjYWFy7dg179+5FQkKCpP62bdvQvXt39OrVS6v+DeHNmzcqg0LUPUeVubm5oX79+qhWrRoqVKgAOzs7lChRAikpKYiMjMT9+/dx7NgxWfDsoUOH8O2332Lx4sV5tq3v4zcnJwfdu3fHkSNHZM+VKVMGbdu2Rd26dVGyZElYWloiNjYWfn5+OHr0KF6+fKnYVwiBGTNmoGTJkhgzZky+43kXlCxZEnXq1JEFvly+fBn9+vUrsP6YMWOwZs0aWbmTkxM+/PBD1K9fH66urihRogTi4+Px4MEDHDt2TBa4tXbtWjg4OGDRokVavY7p06dj27Ztim0PDw907twZtWrVQsmSJZGcnIxHjx5hz549CAoKktR98uQJpk6dipUrVxbYz9dff4179+7JyqtUqYJ27dopPkcsLCyQnJyM+Ph4PH36FP7+/rh27VqhA47zknvuAEBAQABSUlIU29bW1mpd283NzRX/dnZ2Rp8+fbB582ZF2eHDhxESEqLRZ14u5SAHU1NTDB8+XON2NHHu3DlJYEPZsmWxc+dOWXCqsuzsbOzduxd79uzBrVu3EBYWBhMTE5QtWxbVqlVDnz598PHHH8uCGfPi7u6OlStXon///gD+Dbb/8ccfCxX8qK2XL1/if//7n2Lb1NQUGzdu1HjupI7Hjx/LyrSdY6j6zFK+huiSLscO/Dv+tz9HUlNTERISggoVKmjdZn7Onj0rK2vTpo1e+tKn0qVLo0KFCnjx4oWkfMSIETh79ixcXV310q+bm5vimpqcnIznz59Lnvf09ISNjU2+bSgHaL4tNTUVrVq1wu3bt2XPeXp6onXr1qhduzacnJxgamqK6Oho3LhxA0eOHEFUVJRi39wfIJQqVQqdO3fW5CUC0O+cTllcXBxat26NV69eyZ6rXLkyevbsKfkucPnyZRw+fFjxWfbnn3+ifv36Gr2+QYMGYdq0aUhKSlKUrV69Gj169NCoHeDfH/vs2rVLUtapUye9ncMAVP7IadOmTejcuTO6d++ulz7Nzc0l84mHDx8iMzNTse3o6Jjvsa0JIyMj1KpVC7Vq1UK1atXg4uICOzs7mJiYICkpCYGBgbhx4wbOnDkjGUNmZiZGjBiBmjVrom7dunm2X7lyZUUgbHh4uOy799uvMy/5fe94+PAhPvjgA8TFxcmea9iwIZo1a4aqVavC0dERGRkZCAsLw+XLl3H06FHJXDA8PBwfffQRbt++rdX8ioiIiIiKEcMm9iMiIiIioneBrpbBXbRokawdR0dHtZZH8vf3FyVKlJAtrzR58mQRGRmZb10/Pz9Rv359Wd+TJk1Sa9xeXl6iZ8+eYu/evSI+Pl6tOi9evBB9+/aV9dm5c2e16gshxJs3b0SDBg1kbZibm4vJkyeL2NjYfOvn5OSIy5cvi9GjRwtLS0vJkoXKVP2NC7N0prbL4KalpYk6derI6jo5OYk//vgjz3qxsbFiyJAhKpcMWrZsmVpjVl4G9+1ll6pUqSL++eefPOtGRkbKlgkEILy9vdXqWxeU+9ZmGdy//vpL1o6JiUmB51iuTZs2iUqVKom5c+eKu3fvqlUnKytLbN26Vbi5uUn6NTIyEtevX1erDV0fv0IIMWPGDJXLae3cuTPfZdEyMzPFunXrhI2Njey8vXXrVqHGpA59L4MrhBDjx4+X9aHOMo0bN25UeW6vWbNGvHnzJs96OTk5Yu/evcLV1VVW/+DBgwX2q7w8rLm5uTAyMhIAhK2trVi7dm2ef9P09HSVy3OamJiIV69e5dvvy5cvFf3kPlxcXMSBAwcKHLMQQiQnJ4t9+/aJzp07i379+mn8OtW9Bigv/abtMvc3b96UvU/ff/+9xu2EhYUJMzMzSTu9evXSakyaaNOmjaTPvXv3FljnypUrolatWio/e95+lClTRuzbt08IIf98zOuzsW3btop9SpQoUeBnvq7l5OTIlpOdOnWqyn0Luwxuenq6MDY2ls3xtF2CUtUcZODAgVq1pY7169fL+hs6dKjW7SmfywDynYMUxsuXL1Ueszdv3tRLf/o2adIkla+nZMmS4scff9R4yXZNaTv/zY+q46F69erixIkTIicnJ896qampYsGCBbLrqaOjo1pLaRpqTpfXa7a3txcbNmzIs05UVJTku5eVlZXG1yXl+Y2RkZF49uyZ2uPOtXTpUlnfhw4d0rgdTdy7d08258h9DYMGDRJ+fn567V8I+XcpdZZ3zk/r1q1F+/btxbZt20RUVJRadaKiosSECRNk70XNmjXV7lfVXLowkpOTRfXq1WVtdunSRTx8+DDfumFhYWLAgAGyug0bNizUEtNEREREZHgM1iMiIiIiogLpIlgvNDRUuLi4yNoZO3ZsgXWzs7NFzZo1JfWsra3F6dOn1e4/PT1dfPjhh5I2zM3N1bpZpW6AniqzZs2S3TB5/PixWnVVBYjY29tr9LpzRUREiJSUlDyfLy7BevPmzZPVc3JyUvsm4bfffiurb2FhUWBQjRDyG0y5D19fX7Vu7qalpcmOUwDiwoULao29sJT71TRYLykpSXh7e8va+eijj9RuIzExMd8bx/kJDg4W5cqVk/Tdt29fterq+vi9fPmyLHCkSZMmGl0L7ty5I+zs7CRtdOrUSesxqasogvW2bNki66NUqVL51gkKCpIFXFepUkWta3Culy9fCnd3d0kbNWrUKPCYU3XTP/facufOHbX6HjFihKz+nDlz8q2zcuVKWZ2zZ8+q/Xrflt/1O5ehg/WEEKJx48aStkqXLi0yMzM1amPOnDmy901fgUq5lAMN27dvX2CdgwcPSoK61XksWLBA7WC9I0eOSPZbvny5jl91/latWiXp39vbW6Slpanct7DBeq9evZLVL1eunNZjDwgIkLWnzt9UW3PnzpX1N2PGDK3b++6772Ttbd++XYcj/j8nT56U9WVmZiYyMjL00p++hYeHy4Ll336YmpqKli1bihkzZojDhw+LiIgInfav62A9VT+i6N69u0hPT1e7jePHj8sC9saMGVNgPUPN6c6dOyd7zTY2NuLKlStq1f/iiy/y/PsXdF169OiRrI66P+7KlZOTIypXriz7PC6KwKpPP/00388gT09PMWbMGLFlyxbx8OFDnY9J18F6hfkOvnnzZtnrP378uFp1dR2sN2bMGFl7ixYt0qgNVWP666+/CjUuIiIiIjIsYxAREREREenZ8+fP0bFjR8lSTMC/S+1NmzatwPp79uyRLEUK/LusT+vWrdUeg7m5OXbt2oWSJUsqyjIyMvDTTz8VWNfe3l7tfpTNmDEDvr6+im0hBDZs2FBgvdjYWPz666+SMiMjI+zcuVOj150rd1nJ4iwzM1PlspKbN29G7dq11Wpj3rx56Nixo6QsPT1d9l6qy8HBAbt37y5wOVUAsLCwULnE1/Hjx7XquyhFRkaia9eusqX8jI2NMXv2bLXbsbW1hZGRkVZjKFeuHFatWiUp27Vrl2x54aIwd+5cyTLWZcqUwZEjRzS6FtSpU0f2eo4ePYq7d+/qbJyGomopwcjISMmyY8qWLFkiWQbd2toax44dg7u7u9r9enh4YMeOHZKyBw8eaL3U9aZNm9Ra1gwAFi5cKFvGtKBzOzAwULLt5eWFli1bajbI/6+4X79zjRs3TrIdFhaG/fv3q10/Ozsba9eulZRVrVpV70tybtmyRbL97bff5ru/n58fPvnkE6Slpcmes7OzQ9WqVVGhQgXJUsEAMG3aNGzatEmtMXXs2BEVK1ZUbJ88eVKteroQFBSEKVOmKLaNjY2xYcMGWFhY6KW/2NhYWVlBy4bmR1XdmJgYrdsryLs8/pCQEFmZs7OzXpY6LgqlSpXC77//DmNj1bc9srKycO7cOcyePRudO3dGqVKlUK5cOfTo0QM//vgjrl+/jqysrCIetWpCCNkcrE6dOti5c6fs2pKf9u3bY+bMmZKyTZs2yZarVWaoOd0vv/yisqxx48Zq9b1s2TI0bdpUvYEq8fb2Rtu2bSVlmzZt0mhJ+lOnTiEgIEBSNmrUqDyPSV1avXp1vktwP3/+HKtXr8bgwYNRvXp12Nvbo0WLFpgyZQoOHjyocolWQyrMd/DBgwejV69ekrL169cXdkgae/36tey7/9ixYyWfseqYNWsWPvzwQ0nZwoULCz0+IiIiIjIcBusREREREZHOpaWl4fXr1zh8+DBGjhyJ2rVr4969e7L91q5dq1agxqJFiyTbrVq1wqeffqrxuOzt7TFx4kRJ2b59+zRuRxNGRkYYOHCgpOzixYsF1vv111+RnJwsKRs5ciTat2+v0/EVJ3v27EFYWJik7KOPPsLHH3+sUTsrV66EiYmJpGzt2rX5BhLlZeLEiShXrpza+7dv3x4uLi6Sslu3bmncr75lZGQgIiICp06dwv/+9z94e3vjzJkzsv3mzp2L+vXrF9m4OnXqJAmozcrKwrVr14qsfwDw9/fHkSNHJGXz58+Hg4ODxm3169cPXl5ekjJNApeKK1XvhRACSUlJKvePioqSBShNnjxZEoikrmbNmslupGtzHW/ZsiW6du2q9v5OTk746KOPJGV37tyRBHUqU34/nJ2dNRvkO+izzz6TBXOuXr1a7fqHDx+WBQ+NGjVKJ2PLixACO3fuVGz7+PjkG1SZkZGB/v37IyMjQ1Les2dPXLt2DfHx8Xj8+DGCgoIQHx+PvXv3ombNmor9fv/9d7XGZWRkJAnOP3/+PLKzs9V9WVoTQuDzzz+XzEEmTJigdfCLOlJSUmRlVlZWWrenqu7bwcK69i6PX1Vwjjafd8VJjx49sGvXLtjZ2am1f0hICPbv349JkyahUaNGKFOmDCZOnIj79+/reaT5O3z4MB48eCAp++WXX7QKpPz6669ha2ur2E5LS8PRo0cLPcb8aDOnCwsLw4EDByRl9erVw9ChQ9Xu18jICCtWrNBssG8ZP368ZDsmJkbyGVEQ5c88MzMzDBs2TOvxaMLZ2RlnzpxBkyZN1No/OTkZFy5cwJIlS9C1a1e4urqiS5cu2LVrV5F83ujboEGDJNuXLl0q8jH8/PPPkvmCnZ2d1kF2M2bMkGz7+fkhODi4UOMjIiIiIsNhsB4REREREWnl3LlzMDIyUvmwsrKCu7s7unTpgnXr1sluMJYoUQLbtm1Dv379CuznxYsXsmCn4cOHaz3uzp07y9rX939yKwfr3L59u8DAMeUbVUZGRpg0aZLOx1acqMoaNHbsWI3b8fT0RIcOHSRlMTExuH37tsZtjRgxQqP9TUxMZMFtT5480bhfXQgODs7zHLWwsICbmxs+/PBD/PTTT7Kb9SYmJliyZIlamS91ydjYGJ6enpKyq1evFukYdu/eLdm2tbVF7969tWrLyMgInTp1kpSdPXtW26EVG46OjirL37x5o7L88OHDsud0eR3X5j3V9NwGgIYNG0q2k5OT8fr16zz3Vw7Ou3//vkEyRRYlc3Nz2Xt75swZPH36VK36v/32m2TbysoKQ4YM0dXwVPL390dERIRiWzkTj7IdO3bg0aNHkrKVK1diz549aNiwoSQTlZWVFXr06IGbN2/ik08+0XhsbwcNJiQk4Pnz5xq3oamVK1dKzqlKlSph/vz5eu1T1ZxIOZOlJlQFuykHV+rSuzx+VdftwmSzKi569uyJe/fuYciQIbIfcBQkKioKy5cvR506dTBw4MB8r/P6pDwfKUx2VisrK1lmbn3PR7SZ0508eVKW2XD48OEaZ/irV68eGjRooFGdXB9//DHKly8vKVP+bMpLaGioLNtvz549VWYk1hd3d3ecO3cOv/zyC9zc3DSqm5WVhcOHD+Ozzz5DnTp13ons4PlR/g4eGhqKly9fFukYlM/jzz77TBI4q4mmTZvKgqnfh+8VRERERP9VpoYeABERERER/XfkBr3MmDEDHh4eatU5d+6crKxZs2Zaj0FVJic/Pz/ZTZn8JCcn4/z587h37x4ePnyImJgYJCYmIiUlRWWWJeUMeenp6YiIiMgzq2BiYiL8/PwkZU2aNMl3WaP3gXK2A2tra9mStur67LPPZNnRLl26hEaNGqndhqenJ8qWLatx38o3Jt+l4BwLCwt069YNM2fORPXq1XXSpr+/P27cuIF79+4hODgYiYmJSEpKynNJMeWlw4r6ppryNadevXqFCrpQvuYon9vvoryyyeV1M135PS1fvrxW51Yu5ff0xYsXiI+P1ygblDYBD8rnNvDv+Z3X55ny9SYlJQV9+vTBtm3b1Fpa+101evRoLFq0SBFwIYTAb7/9VuCy80FBQbLAgN69e+cZHKorFy5ckGwXlM1Vebn2sWPHypb/VWZhYYGtW7fiyZMn8Pf3V3tsysdWZGQkqlSponZ9TT1//hxTp05VbBsZGWHdunUGWYZZ2+U386orhCjMcHQyhsLU1df4VbVbmLEXJ+XLl8emTZvwww8/YNu2bdixY4fKTN95EUJg69atOHHiBHbv3o3mzZvrcbRyyp+dhc1uqYv5iL7ndKqC+Xr27KnxOHPr3bx5U+N6JiYmGD16tOQHK5cvX8a9e/dQu3btfOuuW7dOFmw4ZswYjcdQWGZmZvjiiy8wcuRI/P3339i2bRtOnTqV548qVHnw4AE6duyIb7/9FnPmzCmSZXwLkp6ejosXL+Lu3bvw9/dHVFQUEhMTkZycrDIToKog55cvX2qUNb0wgoODZT8KLMz/YxgbG6N8+fKIj49XlPn5+WHw4MFat0lEREREhsNgPSIiIiIiKjINGjTAhAkT1A7UA1QvV9O9e3cdjgqIjo5Wa79bt25hyZIlOHDggEY3O1SJj4/PM1jv+vXrshsOhfmP/XdBSkqKLPNS3bp1Nc6GksvX11dWpmlmPeVsDOpSzkjzLgXrVa9eHWPHji10oF56ejpWrFiBTZs24eHDh4Vq6+0bUvqWnZ0tu1F87949+Pj4aN1mbGysZDshIQGZmZlaLWNXXOT1N8lr2Ufl63h0dHSh3lPlAOjcNtUN1rO0tFRrCXZlqrJN5Xd+d+jQAaVLl5Ys733s2DFUqlQJ/fv3R69evfDBBx+808eCKu7u7ujWrRv27NmjKNu8eTPmzZuX79Kga9askQWCFkWQw9vLTFpaWqJGjRp57hsXFycJ/rC0tMQPP/ygVj+WlpaYM2cOevToofbY3l5CEvg345e+5OTkYOjQoZJsyCNGjECbNm301mcuVedAYeZZquqam5tr3V5B3uXxqzoni/JztyiUK1cO06ZNw7Rp0xAVFYWLFy/iypUruH37Nvz8/GSf08oiIyPRoUMHXLhwQZY9WV9CQ0Px4sULSdmxY8cK9dkZHh4u2Vb3+09RzumUs6mXLVsWpUqV0qqvwvythg8fjh9++AFpaWmKstWrV+e7rHt2djbWrVsnKatevbrW2RB1wdLSEr1790bv3r2RkZGBmzdv4uLFi7h58yb8/Pzw/PnzAgOB58+fj4yMDCxZsqSIRi0XEBCAhQsXYvfu3YX+XlWU1zdV/48xd+5cLFu2TOs2lQNg1T2PiYiIiKj4YbAeERERERFpxdraWmWmt8zMTMTFxUmCE3KdOXMGvr6+2Lx5M/r27atWP69evZKV3b17V/MB5yMmJibf5zMzM/HVV19h9erVeWaU0lR+NxreXo4vV61atXTSb3EVExMju1lUrVo1rdvz9vaGsbGx5O+l6c0MbTNfKd+0V86wUVTMzMxUBt1lZWUhISEBr1+/lr3nfn5+aN26NRYvXqz1ssuXLl3C4MGDdbZcY1EGO8bExEhuzAL/BucoLxNcWLGxsVrffC4OVL0fxsbGsLGxUbm/8nU8JSVFL9dxdbOP6urcBlQvf5nLysoKK1euRK9evSTnWkJCAlatWoVVq1ahRIkSaNKkCRo1aoRGjRqhefPmes8kVxTGjx8vCdaLi4vDX3/9leeSthkZGdi4caOkrF69erKlh/Xh2bNnin9Xr1493yDxq1evSv6W7dq1kwXU5efjjz+Gra0tkpKS1NrfwsJCsp1X9ipd+OWXXyRZBt3d3YssOENV5j5dB7tZW1tr3V5B3uXxq7oevm/Bem9zcXFBjx49JEGzgYGBuHDhAg4ePIgjR46ofP/fvHmDHj164PHjx0WSaVLV95+IiAiV3xG0VdD3H6Do53SRkZGS7apVq2rdl7e3t9Z1S5Ysid69e2PLli2Ksq1bt2Lx4sV5LmF64MAB2ZLJo0ePzref4cOHa5z9b/bs2ejatatGdYB/A36bNm0qydCYmJiIS5cu4Z9//sGuXbvyzHy4dOlStGjRosDMs/owe/ZszJ8/X2eff0X5vULVeazr5ezVOY+JiIiIqHhisB4REREREWmlQYMGOHv2bJ7Px8bG4uDBg1i4cCEeP36sKM/IyMDAgQNhY2Oj1n/4F8V/QOd3QzUzMxOffvop/v77b532mV+Ah6oMH+9D8EZ+VAX/aLKkpTJjY2PY2dlJbjgXlDlF2bue7apMmTK4c+dOns8nJyfj+PHjWLJkCa5du6YoF0Jg8uTJKFGiBMaOHatRn2fOnEGXLl0kmZkKK79zRdeK6oZXYTNzGpqqYIFSpUrlmV2qKF6vJn0U5bnds2dPbN26FSNHjkRKSors+dTUVPzzzz/4559/APx77apbty4+/fRT9OvXT6NMtMVJq1atUKNGDUnWut9++y3PYL09e/bIssYV1dKBb/fr5uaW777KN95VZXHNj4mJCerVqydb3jIvykFTLi4uGvWnrmfPnmH69OmSsjVr1sDOzk4v/SlzdnaWlanKoKkuVXVV9aEr7/L4VWUZjY2NRVZWFkxN/xu3DipVqoRKlSph8ODBiImJwaJFi/DTTz/JslyHhIRg1apVWv+YQRNFMR9R/nGCMkPM6ZSveaoy2qqrMHUBYNy4cZJgveTkZGzbti3PALzffvtNsl2iRAkMGjQo3z4CAgI0/vGCpt9n8mNnZ4dOnTqhU6dOWLx4MXbt2oXJkycjJCREtu/06dPRpUuXIl0me9y4cVi1apVO23zfvle8698piIiIiP7LjA09ACIiIiIiej85OTlh8ODBuHPnDvr06SN5Ljs7GwMGDJAt76SKrjNaaWrRokUqA/XKli2LsWPHYuvWrbhy5QpCQkIQHx+PtLQ0CCEkjzNnzmjUZ2Jioqwsr4xV7wtVWYYKm0VGub66mYz+K2xsbPDJJ5/gypUr+N///id7/ssvv8T169fVbi8uLg69e/eW3dQ1NjZG+/btsWDBAhw7dgwPHjxAdHQ0kpOTkZ2dLTtfDLlcmKGvN+8KVcdFpUqVVO7L9xTo168fnjx5grFjx+aZkSdXTk4Obt26halTp8LT0xPDhw/X69Kn+jRu3DjJ9rVr1+Dn56dyX+WlBe3t7dXOwFtYbwdRFhScphwk4erqqnF/mmTVVA6Y0CSLnyYmTpwoueE/YMAAfPTRR3rpSxUXFxcYG0v/mzosLEzrbMaqAk30mc1UVduqMiqpqyjHrypzWUZGBu7du6eX/oo7Z2dnLF68GEeOHFG59PD69euLZByG/uw01JxOea5emO8Chf0e4evrK8vumtcyuAEBATh58qSkrF+/foUOGCxKxsbG6N27N+7evYt69erJnr9//77kxz36tnXrVpWBek5OThg2bBg2btyICxcu4MWLF4iLi8ObN29kx19QUFCRjVcVQ5/HRERERFS8/Td+HkdERERERAZjYWGBP/74AxEREZKgtcTERAwbNkyRTSgvVlZWsrI3b97A0tJS52NVFhkZiQULFkjKTE1NsWTJEowfP17tjCOa/uJdVbBAYTK0vAtUBbCoykKlCeX6BQXJ/FcZGRlh6dKliIyMxB9//KEoz8zMxODBg3H37l2VN6yVzZ8/XxZU1KBBA2zfvh1eXl5qj8eQGSJUXW969+6NHTt2GGA0xdeVK1dkZapu7AKq39NGjRrh6tWrOh9XcVa2bFn8+uuvWLp0KY4dO4bTp0/jwoUL8Pf3l2VvypWZmYkNGzbg8OHDOHz4cJ7vcXE1cOBATJs2TbLk3OrVq7F27VrJfg8ePJAsv5pbV5/LluZFOWDM0G7cuKH4t4mJCSpWrKiXfkJDQyXbV69ehY+Pj9r1VWV6+u2337B//35JWYMGDVQGO5mbm6NMmTKSALfMzEyEhoaqzPxWEFVLOerrvcur7eDgYK3bK8rxlytXDiVLlkR0dLSk/Pr16+/cNUeX2rdvj1mzZuHbb7+VlD958gSvXr3S6rjUhKrPzm+++QYLFy7Ua7+5DDWns7W1lWTXK8x3gcJ+jwD+XdL97ex49+7dw+XLlyVLyQL/ZiJ9e4l0oOAlcIsrR0dH7NmzB1WrVkVGRobkuX/++QeNGzfW+xgyMzMxZcoUWfnUqVMxY8YMleeHKobOOqdqnEePHkXHjh0NMBoiIiIiKm6K1/9AERERERHRe8nU1BS///67LAjt9OnT+Ouvv/KtqyqLjC6X/8nPgQMHZBklFi1ahC+//FKjpcE0Ha+qpc7e91/mq1rmV3kpLE3k5OTIMhQ6OTlp3d5/wapVq1C+fHlJ2ePHj/Hzzz+rVV85oM3DwwOnTp3S6KYuUHTntyqGvN68KyIiIuDv7y8rb9asmcr9HRwcZNfL//J7amVlhR49emDFihW4c+cO4uPjcfLkScycORONGjVSGSwWHh6Ozp07F9kyzbpiY2ODwYMHS8q2b98uuzarylRUlEEObwcFFhQYr/xZpU3WQ03qHDhwQPFvX1/fIluWNndpRnUfqjLBRUREyPYLCAjIs09VGd7y2z8/z58/l5V5e3tr1ZY6dDl2QD5+KysrlCtXTuv2CtKqVStZ2enTp/XW37ti7NixKuf7T58+1Xvfhp6PGGpO5+DgINl+O9hbU4Wpm+uzzz6TLT+u/JmVnp6OTZs2Scp8fX1Rv379Ats/e/asLBtcQY+8lpPXpQoVKqBr166y8idPnui9bwA4d+4cwsLCJGUTJkzAggUL1A7UAww/3zT0eUxERERExRuD9YiIiIiIqEi4u7tj9uzZsvJvv/0WmZmZedZTtexXYbKVaEJ5OSNHR0dMmDBB43YCAwM12t/NzU1W9r4vR1ayZEkYGRlJyh49eqR1e0+ePJEtn6ev5QPfFzY2Nvjll19k5QsWLCjwxtKjR49kS/598cUXGi//lZmZWailAwvLxcVFdhwW1fXmXbFy5UpZJjgzM7M8s4QYGRnJbnS/fv0aWVlZehvju8TGxgbt2rXDrFmzcPXqVQQHB2PatGmy7LHh4eFYvHixgUapvXHjxknOqZSUFEkGT+VtAGjRogVq1KhRZGN8O5D79evX+e6rnE3r5s2bGvWVk5OD27dvq7Xv2bNnJZ+DH374oUZ9vWtUBbaoyuKpjsuXL8vK9Jklzt3dXbYkcnBwsCzYRB2hoaGyz506derAxMSkUGPMj6qgnP379yMiIkJvfb4L7O3tUaVKFVm5chZCfTDk9x9DzumUz6PCBIc9fvxY67q5LCwsMGLECEnZ7t27JcHzu3btkgXTjxkzptB9G5ryEsBA0Rz7gPw7uImJCaZPn65xO5p+B9c1Q57HRERERFT8MViPiIiIiIiKzJgxY1CpUiVJWWBgIDZs2JBnnUaNGsnKzp8/r/OxqaKcKaZRo0YwMzPTuB1Nbzb7+vrKMnlcunRJ437fJSVKlJBlprlz506ey0MW5O2lA3Opk+Hiv65bt2744IMPJGUJCQkFBgmpyqrUvHlzjfv38/NDWlqaxvV0xdLSEnXq1JGUPX369D8fsJArNTUVv/32m6z8448/zvcmvvJ1PDU1Fbdu3dL5+N4H7u7umD9/Pk6cOCELztmzZ4+BRqW9KlWqoF27dpKyt48hVZn2ijrI4e15ydOnT2VLGb6tcePGkuDDU6dOaZQl59ixY2ple8rKysLEiRMV2+bm5hg+fLja/byLVH1mXLx4UeN2srOzZfOuUqVKqQy60iVdjV9VnRYtWmg1JnX17NlTdg3PzMxUuWTxf42qzzZNsmtrq3LlyrKM0JcvX9Z6XqwJQ87plOfqr1+/1noOpqt5xujRoyWfx2lpaZJMesqZ9hwdHdGnTx+d9G1Ihjr2Afkx6OXlpTLwrSDaBnzriiH/H4OIiIiIij8G6xERERERUZExNzfHjBkzZOXz589Henq6yjqqMsns3btX52NTRTl7gDbLqEZHR+PMmTMa1bG1tZVlgLl69WqhllQriKqbL0VxQ/BtTZs2lWwnJyfj2LFjWrW1a9euAtsn1ebOnSsrW7lyZb5LN6rKtKHN+VLQsth50eXxa8hrTnE3evRolX/rL7/8Mt96fE8117x5c3z88ceSsufPn8uWZtcF5fNH19f+8ePHS7b9/f1x4cIFAJAFf7q6uqJnz5467b8gby+PmpSUhAcPHuS5r5OTk+TzOTU1VeU1U5XMzEzMnDlTrX3Hjh0ryag7YsQIvS6DeufOHY2XYnz7obwEJADMnDlTtt/Zs2fzHEOrVq1gYWEhKTt9+jTi4uI0ei3Hjx+XLWfcoUMHWdZUXVOVXXT37t0at6OqTl6ZS3XF2tpalj0MABYtWoSgoCC99l3cqQoUyy9oSFfzEWNjY7Rt21ZSlpycjBMnTmjclqYMOadr3LixrGzfvn0atwPobp7h4eEhyz65Zs0aCCFw7949WSbPwYMHa7RUa3Gl6bEP6G4+oYvv4JmZmdi/f79W/evqPK5du7YsW+T58+dlmRiJiIiI6L+JwXpERERERFSkBgwYAC8vL0lZSEgI1q1bp3L/6tWry/a/fv06Tp8+rbcx5rK2tpZsa7P0z6+//qpVprAePXpItoUQWLJkicbtqMvW1lZWpnyzW986dOggK1OVxasgQUFBsiC/kiVL6nUJvPdJy5Yt0aZNG0lZSkoKFi1alGcd5XMF0Px8iY+Px8aNGzWqk0uXx2+3bt1kZUuXLv3PL9u6fPly2XKlwL9Z9QrKuNO5c2dZlrjffvsN8fHxuhzie+ftILJc6mRl05Ty+aPra3+XLl1QoUIFSdlvv/2G69evy5aEHTZsGMzNzXXaf0GaNWsm2T516lS++48dO1ayvWzZsgIzkGVnZ2PUqFEFLpubnJyMwYMHS+ZE7u7uKn/o8L6xsbFBly5dJGVpaWnYsmWLRu2sWbNGVta3b99CjU0dPXv2lB27+/btQ2RkpNptREREyIJLypQpg5YtW+piiPmaOnWqLJNWUlISBg8ejJycHJ31k5OTg2XLlumsPX168eKFymU0lbOEv03f85EFCxZo1ZYmDDmn+/DDD2WBUuvXr88346kqd+7c0XiZ8vwoB50HBATg1KlTKr+njB49Wmf9GpKq79qenp751tHVfEIX38G3b9+u1VLkgO7OYyMjI1mgZ2pqKn755RetxkVERERE7xcG6xERERERUZEyMTFRedN5wYIFeQa1TZ8+XVY2fPhwjZae00bp0qUl25cvX0ZKSora9R88eKD1TbUxY8bAzs5OUrZu3Tq9ZdSwtbWV3RxTdYNSn3r06CF7zw8dOoSjR49q1M6ECRNkgVWjRo3Sagnj/6offvhBVrZ69eo8lyJT/rsB0PhYHT9+vNbBW7o8fps1a4ZWrVrJ2vrf//6nVXvvuvT0dIwfP16yJGcuJycnrFy5ssA2ypcvj4EDB0rKEhMTMXToUI1vwP+XKN9kNjIyQsmSJXXej6Ojo2Q7KChIp38XY2Nj2dK2u3fvxpw5c2T7jRw5Umf9qqt+/fqwsbFRbG/fvj3f/fv37y/5EYEQAiNGjECfPn1w8+ZNyXuXkZGBY8eOoVmzZiqzz+UKDQ3FTz/9hOrVq+P3339XlFtbW+PAgQOyzDzvK1VLIC9evFjt7HqXLl3CoUOHJGWenp4qs3vqmpOTEz777DNJmSbZFIF/sxFmZmZKykaOHAljY/3/F76zszN+/vlnWfmFCxfw2Wef5ZkBWxPh4eHo1KmT3oL1EhISsHXrVp1lB1U1h69Xr57KOU8u5espoP18pHfv3qhcubKk7MKFCyr/TrpkyDld6dKlZcFNt27d0ihoVwiBCRMmaNx3ftq0aYPq1atLypYsWYKtW7fK9qtatapO+1bXjh07tF4yWNmlS5dw7tw5WXnnzp3zrad8/Gt77Csfg0+fPsWLFy/Urh8REYFJkyZp1Teg2/N46tSpsu8oixYtwrVr17Rqj4iIiIjeHwzWIyIiIiKiItevXz9ZxqDQ0NA8s6gNGDBAtn9QUBA++ugjhIaGajWGxMRELF68WHaT5W3K2aKSk5NVBjGp8uLFC3Tt2lXrm5v29vay4BghBHr37p3vMnJ5iYyMzHf5RGNjY9lNqOPHj+s0m0pBzMzMVN5cGzRoEB4+fKhWGzNmzMDhw4clZZaWlrJMSJS/Dz74QBbckJqammfwad26dSXBLgDwyy+/4NWrV2r1N3v2bGzbtk27wUL3x+/cuXNlSyYuX75csayjNvz9/TFo0CCNl3Q0lPT0dPzxxx9o0KABfv31V9nz5ubm+PPPP9VemnPGjBmyJS7379+PkSNHan2dfPHiBSZMmAB/f3+t6uvbrFmztL4ZGxISIlv6r1q1anoJOq5Vq5ZkOyEhQbasX2ENGzYMlpaWiu2MjAxZUFXHjh1lGfiKgpmZmSSD1Y0bN2QZ/95mYWGBrVu3ym6+//XXX/D19YWjoyO8vb1RuXJlODg4oFOnTpLj4PPPP5fU69WrF8qWLYv//e9/CAkJUZQ7OTlh3759qFu3bmFf4jujbdu2smUww8LCMGbMmAKv57GxsRg6dKhsv2+//VaW2TMvmzdvhpGRkeShHLydn6lTp8r6WrNmjexYV+XgwYOyrIAODg46DzrKz9ChQ9GvXz9Z+Z49e9C+fXutl8TNzs7GmjVrULNmTb0u4/rmzRsMHDgQ1apVw+bNmwsVYLhixQqsXbtWVq7q/Xmbh4eHLEPhkSNHtBqDqampyu8dU6ZMUZlBUl2XL1/O93UYek73xRdfqCy7ceOGWvUnTZqEixcvat1/XsaNGyfZPnnyJJKSkiRlhsyqt3nzZlSsWBFfffWV5LNEU48ePUKfPn1k892aNWvK5gvKlJ/39/fXaiyqMjZ/8803atWNiYlBly5dtMrGl0vV69T2PPb09MTQoUMlZRkZGejWrZvWc63s7Gzs2LFD5Q8aiYiIiOgdIoiIiIiIiAoQFBQkAEgeLVu2LFSbf/75p6xNNzc3kZqaqnL/+/fvC1tbW1kdV1dX8euvv4o3b94U2GdmZqY4efKkGDFihLC3txcAxJIlS/Lc/8mTJ8LY2FjW53fffScyMzPzrLd9+3bh5uam2N/Ozk7WxpkzZwocb0ZGhmjcuLGsrrm5ufjmm29EbGxsgW1cu3ZNjBkzRlhZWYmgoKB89x09erSsr6FDh4oXL14U2I+yM2fOaPWa09PThY+Pj6yui4uL2LFjR5714uLixLBhw2T1AIhffvlFrTGXL19eUm/w4MFqvlqpmTNnysZQFJT7LF++fKHau3LliqxNS0tL8fr1a5X7DxgwQLZ/lSpVxN27d/Ps4/Xr16Jv376SOsrni7rXGl0ev0IIMWvWLJXHU6tWrcT58+fVaiM6OlqsW7dOtGvXThgZGQkAIioqSqvxqEvV8bdp06YC62VnZ4uHDx+KTZs2idGjRwtXV1eVrx+AKFGihDhw4IDGY9u8ebPK9nx8fMTBgwdFTk5OgW0kJiaKbdu2iW7dugkTExMBQNy4cSPfOoMHD9bJuaHpda1OnToCgGjUqJFYtmyZCA4OVqufS5cuicqVK8v6mj9/fr71tH2dV69eVXnunj59WmRnZ6vVhjqGDh2a5zEFQBw8eFBnfWnq6NGjkrH07NmzwDp79uwR5ubm+b4m5cfixYtVHkfKj8aNG6t9vBQHmzZtkr2GmTNnatXWzZs3Fef2248ePXqIuLg4lXUePnwoqlatKqvTsGFDjY5hVa9D0/nuxIkTZW2YmZmJ9evXq7zG5eTkiLVr1wozMzNZvZUrV2rUty6kpaWJNm3aqDwuzc3Nxfjx48XTp0/Vais8PFwsW7ZMVKpUSafzk7yEhYVJ+nFwcBAjRowQ586dy3fe/rZ79+6JHj16qHz9VatWFenp6QW20bFjR1ndqVOnioiICK1eV17Xzp49e+Y7x3pbSEiIWLZsmWjUqJEAIKytrfPd39BzOuXPs9y/5+bNm/OsEx0dLfr376/Y38rKSmfXJSGESEpKUvmdLvfh5uYmMjIytG6/sDp06KAYi7GxsWjbtq3YtGmTiImJUat+XFycWLBggcrv2wXNd3Lt2LFDVq9Ro0YFztOUxcbGqhzHsGHDRHJycp71jh8/Lry8vPI8/gD15sQZGRmyutbW1mLTpk15/l9FfpKSkkStWrVUfjZMmTJFhIWFqdXOnTt3xPTp00WFChUEANG5c2eNx0JERERExYeREFxvhIiIiIiI8vfixQtUrFhRUtayZUutMrzlysnJQe3atfHgwQNJ+ZIlS/JctubgwYPo2bOnbIlT4N/sIy1btkSjRo3g6uoKe3t7pKSkID4+Hi9fvsStW7fg5+eHxMREtfsDgMGDB0uWpMvl7u6OXr16oXbt2rCxsUFsbCyePHmCAwcO4Pnz54r9SpQogR9//FG2tNuZM2fUytby6tUrNGzYULYcIgBYWVmhZcuWaN68Odzc3GBnZ4ekpCRERETgzp07uHz5siSbQVBQUL5Zi27cuIGGDRuqfM7FxQUuLi6yrE4NGjTA+vXrZfufPXsWrVu3lpSp+5ofPXqEhg0bIjk5Wfact7c3unfvjsqVK8PW1hYRERG4du0aDhw4IMtuAfy7XNPBgwdlWdJUqVChAoKDgxXbgwcPxubNmwusp2zWrFmyTChF8dVb+TWWL19eoyWjVPnoo49kyxCPGzdO5dKnT58+Rc2aNWVL+BkbG6Njx45o06YN3N3dkZWVhbCwMJw9exanTp2SZL75/PPP8fz5c8nSW+pea3R5/AL//s369euHHTt2qHy+SpUqaNWqFWrUqAEnJydYWFggPj4ecXFxePjwIW7duoVHjx7JluOLiorSy1KmuVQdfx4eHnBycpLtm52djcTERMTHxyMpKUmt47RmzZr4888/UbNmTa3GN3XqVCxatEjlc+XKlUPr1q1Rp04dODs7o0SJEkhISEB8fDyePn2KW7du4f79+8jIyJDUu3HjBho0aJBnn0OGDJEsoaftuaHpdc3Hxwd3796VlFWtWhU+Pj6oVasWXFxc4ODgAACK13jmzBmVWd28vLxw584dlChRIs/xFeZ11qhRQ2UGUysrK7i7u6vs98iRIyhTpoxa7QP/LmWY19+pfPnyCAwMLJLlPlURQqB69ep4/Pixouz06dOyv7eyCxcuYPTo0QVmf3Vzc8OqVavQo0cPlcdRriZNmmDKlCno1q2bWp9bxcXmzZtlmYNmzpyJWbNmadXewoULMW3aNFm5jY0N+vXrh9q1a8PZ2RmvXr3C+fPncfjwYVlGPXt7e9y6dQuenp6Feh2aznfT0tLQpEkT3LlzR/Zc1apV0bt3b1SqVAlCCAQGBmLHjh149uyZbN+PP/4Yf//9t0GOg7S0NPTp0wd///13nvtUrFgR7dq1Q4UKFVCyZEk4OTkhIyMD0dHRePbsGa5evQo/Pz+VS9LqYn6iSnh4eJ5L1FpZWaF+/frw9fVFmTJl4OzsDDs7O6SmpiI2NhYPHz7EpUuXZN9Lctna2uLkyZNo1KhRgePYtWuXbEnkXKVLl4aTk5MsM2fXrl0xe/ZslXUyMjLQrl07XLhwQeXzderUQcuWLeHl5QVnZ2cYGxsjPj4eMTEx8Pf3x61bt/Ds2TPJZ7y1tbXKeXYuQ8/p4uLi4OPjg5cvX8qe8/LyQs+ePeHl5QUbGxtERETgypUrOHTokOQ1LV26VPYdrzDXJQCYMGGCyjkwAHz33Xey5d2LUseOHXH8+HFZuZGREapUqYJGjRqhSpUqcHZ2hpOTE3JycpCYmIjAwED4+fnh7NmzsvlVrilTpuQ5d3tbWloaypYti9jYWNlztra2KFOmjCTLbi5V18uZM2eqPCecnZ3x6aefol69enB0dER8fDwCAwNx6NAh3L9/X7GfiYkJ1q9fL7umb9q0CUOGDCnwtYwbNw6rVq2SlZuYmMDDwwO2trayOcvs2bNlyzjnevHiBRo3bqxyqWJzc3M0adIEzZs3h7u7u+J6Gh8fj/DwcNy5cwe3bt2S/X9A586d1crcSkRERETFlOHiBImIiIiI6F2hj8x6Qgixc+dOWbsuLi75/mL+3Llzkqx1hX3kl1lPCCHi4+OFt7e3Vm2bmZmJw4cPa51lLtfLly8VGZoK8ygos54QQgwZMkSjNvM6Dgr7mm/cuJFvZi91Hj179lQr42IuZtaTu379uqxdCwsL8fLlS5X7//bbb1r/vdq0aSPS0tJEy5Yttb7W6Or4zZWdnS2mT5+uyIqni4chMuvp4uHu7i6WL1+udnai/KxcuVLjjGT5PYp7Zj1dvPf+/v4Fjq8wr/Off/5Rmc0sv4c6nynKVGWLBSDmzZuncVu6tmXLFsmYvLy8RGJiYoH1MjMzxZ9//ik+/fRTUalSJWFtbS1sbW1F1apVRY8ePcSff/4pycRz9uxZYWNjI8qXLy/q1asn+vbtK1avXi0ePXqkz5enV7rMrJdLVYY6dR+2trbi0qVLOnkd2sx3w8LCVGb6U/fRokWLfOfCRSEnJ0csWbJEWFpa6vSzpEyZMvlmRysM5cx6uno4OzuLq1evqj2O7Oxs0bZtW436KGjO+ebNG/H555/r7DUVlFlPCMPP6QICAoS7u7tW/ffp00fk5OTIygt7XXr06JHKOaGJiUmec+Oi8nZmPV0+pk+frtE48sqinN9DlYyMDNGiRQutxmxkZCTWrFmj8v8w1MmsJ8S/1xNN/8+hoLZfvnypyG6piwcz6xERERG92wzzc1UiIiIiIiJAkZnubVFRUVixYkWedVq0aIHbt29jwIABMDEx0bpvIyMjtG7dGs2bN893P3t7e5w6dQqNGzfWqP0yZcrg1KlT+Oijj7QeYy4PDw9cunQJEyZMgIWFhVZt2NnZqcxkoOy3337DxIkTDZbdKFeDBg1w5coVtGvXTuO61tbW+OGHH7Br1y61XjPlzdfXF126dJGUpaenY968eSr3HzVqFFatWgVzc3ON+vn8889x5MgRrY/vXLo+fo2NjTF37lwcOXIEderUKVRb9vb2GD58OGxsbHQytqJgbW2NTz75BDt37kRgYCAmTJggywakjXHjxuHChQv44IMPCtWOlZUV+vTpg3LlyhV6TPrg5uZW6DY+/vhjXL16FTVq1NDBiPLWpk0b7Nu3D6VKldJrP+PHj5eVmZmZYdiwYXrtVx0DBw6UZOd89uwZhg0bVmDGSVNTU/Tp0wc7d+7E8+fPkZycjMTERDx+/Bh79+5Fnz59YGVlpdi/ZcuWSEpKwosXL3Dr1i1s374do0ePhre3t95e27to2bJlWLlyZb7ZJFWpVasWrl69iqZNm+ppZAVzc3PDlStX0L17d43qGRkZYfTo0Thx4gSsra31MzgNxjJp0iQ8evQI/fv3L/S1v2zZspg3bx6ePXuGwYMH62iUUo6OjpgzZw7q1aunk/aMjY0xYsQIPHnyRK2Mem/X2717N/r166eTcQCApaUlNmzYgK1bt6JSpUqFasvV1RVjx44tcD9Dz+k8PT1x7tw5NGvWTKN6Y8eOxdatW/WSldLb2xtt27aVlXfu3BkeHh46708TEyZMQI8ePTS+ZubFx8cHFy9exNy5czWqN3jwYKxfvx62traF6t/MzAwHDhyQfQ8piIODA3bu3ImRI0cWqn83NzecPn0a9evXL1Q7b/Pw8MD58+fx/fffw97evlBtVatWDb1799bRyIiIiIjIIAwdLUhERERERMWfvjLrCSHE3r17ZW07Ozurlc0mMDBQfPnll6JatWpq/frc1tZWdOnSRSxbtky8ePFCo3FmZGSIlStXikqVKuXbR/ny5cWcOXMk4y9slrm3vXz5Unz11VfCy8urwNdbokQJ0alTJ7Fu3TqNM7S8fPlSLF68WPTs2VNUrVpVODs7q8yEpa/Mem87ceKE+Pjjj4W1tXW+r7dSpUriq6++EmFhYVr1w8x6qt26dUvWtpmZWb5Ztfz9/UXv3r2FmZlZnn8vc3Nz8fHHH4vz589L6hYmC0uuwh6/eTl48KDo2bOncHJyUuuaU6lSJTFixAixe/duSWYtfdIks56ZmZmwtrYWbm5uolatWuLDDz8UY8aMEcuXLxfXrl3TSRa9gly4cEH0799flClTRq0xlylTRgwcOFD8/vvvIj4+Xq0+DJVZTwghHj58KJYuXSq6dOkiSpYsqdZrtLe3F4MHDxbnzp3TaHy6eJ1v3rwRO3fuFMOGDRMNGzYUbm5uwtraWmUmIW0y6z1+/FjWTu/evTVuR1/8/Pxk14ovv/zS0MMq9vSRWS9XSEiI+OKLLwq87tapU0esXbu2UNctXWXWe9vx48dFhw4d8s1caWFhIXr16iWuX79eqL706dWrV2LRokWiSZMm+X62v/3w9PQUQ4cOFSdPnhTZ2dlFOt6XL1+K9evXiyFDhggvLy+1M+SamZmJBg0aiIULF4rg4OBCj+Px48di1qxZokuXLsLT01M4OjqqfP80mXNmZWWJbdu2iU6dOglbW1u1Xlf16tXFF198IY4cOaLxOWLoOV1OTo5Yt26dqFu3bp79Gxsbi7Zt24rTp09L6urjujR16lRZu0ePHi10u7qSmpoqDh8+LL755hvRrFkzjbJjenh4iFGjRolz586JnJycQo0jMTFRbNq0SQwcOFDUrVtXuLq6CisrK5X95icnJ0ds27ZN1K5dO9+xu7q6ismTJ4uIiAhF3cJk1nu7/3Pnzokvv/xStG7dWri7uws7OzuV13RN2o6PjxcLFy4UTZo0Eaampmpdm5o1ayZmzpxZYEZpIiIiIno3GAlRwM9DiYiIiIiI3gERERG4ffs2oqOjERMTg+TkZFhbW8POzg5ly5aFt7c3ypcvr5MsC0+ePMGNGzcQFRWFlJQUWFtbw93dHbVr10bVqlV18GrUExwcjHv37iEqKgrR0dHIzs6Gra0tSpUqhapVq8Lb21vjbBjFWUZGBq5du4aQkBDFe+/s7AwXFxfUrFkTVapUMfQQSUlKSgouX76MwMBAxMbGwsjICE5OTvDy8oKvr+87lWXubUII3L9/H8+fP0dMTAxiYmKQk5MDW1tbODg4wNPTE9WqVYODg4Ohh/pOefr0KR49eqR4TzMzM2Fraws7OztUrFgR3t7ecHV1NfQwC+Xly5d4/vw5Xrx4gfj4eKSkpMDMzAx2dnZwdXVFrVq1ULlyZYNnN9WXb7/9FgsWLJCUnT17Fi1btjTQiOSWL1+OiRMnSsrGjx+PX3755b39u7wLsrOz4efnB39/f0RERCAzMxPW1taoUKECGjRoYPCsVgWJj4/HtWvXEBAQgISEBACAk5MTqlatikaNGuksG1ZRSE9Ph7+/PwIDAxEWFoaUlBTk5OTAwcEBDg4OcHNzQ7169eDo6GjooSqkpqYiICAAAQEBiIqKQlJSEtLS0lCiRAnFZ3eVKlVQrVq1d2runJWVBT8/PwQHByMmJgaxsbEwNjaGra0tHB0d4eXlBW9vb53Mt4rDnC4gIAB37txBaGgokpKSYGtri0qVKqFx48YoWbKk3vvPzs5GxYoVERISoiirVKkSAgIC9JLJTxdycnIQHByMgIAAvHr1ComJiUhOToapqalijuXh4YHatWsXq3NWlZcvX+LKlSuIiIhAYmIiLC0tUaZMGdSoUQO1a9cutn+DgqSkpODGjRsICwtDTEwM4uPjYWlpCVtbW7i6uqJq1arw8vKCmZmZoYdKRERERDrEYD0iIiIiIiIiIiLSq8zMTJQrVw7h4eGKsmrVquHhw4cGHJVqw4YNw8aNGyVlH330ETZv3gwXFxed9pWWlobZs2fjww8/ROvWrXXaNhER6c7BgwfRtWtXSdnChQvxzTffGGhERERERET0ruLPQYmIiIiIiIiIiEivdu3aJQnUA4CxY8caaDT5W7t2LXr16iUpO3LkCGrXro2tW7dCV799PnfuHOrUqYMFCxagV69eCAgI0Em7RESkeytWrJBsW1pa4vPPPzfQaIiIiIiI6F3GzHpERERERERERESkNzk5OahTpw78/f0VZfb29nj16lWxXQ47OzsbY8eOxdq1a2XP1a1bF5MmTUKvXr00XjIzOzsb+/fvxy+//IILFy5InqtWrRr8/PxgYWFRqLETEZFu3bhxAw0bNpSUff7559iwYYOBRkRERERERO8yBusRERERERERERGR3qxYsQJffPGFpGzSpElYsmSJgUakvuXLl2PKlClIT0+XPefg4ICuXbuiTZs2aNKkCSpVqgRTU1PZfq9fv8aNGzdw6tQp/P3333j16pVsH1tbW6xfvx6fffaZXl4HERFpJysrC82aNcP169cVZUZGRrh79y5q1aplwJEREREREdG7isF6REREREREREREpHOpqalYvnw5ZsyYgczMTEW5ra0tAgMDUbJkSQOOTn137tzBiBEjcPPmzXz3MzExgZubG2xtbWFqaorU1FSEhYXhzZs3+dbr1KkTVq9ejfLly+ty2EREVEhPnjzBV199haNHj0rK+/bti+3btxtoVERERERE9K5jsB4REREREREREREV2owZM3DgwAEAQEJCAkJCQpCdnS3bb8mSJZg0aVJRD69QcnJysHnzZsybNw+BgYE6adPHxwdz585F586dddIeEREVjo+PD4B/r/mhoaGIiYmR7WNjY4N79+6hYsWKRTw6IiIiIiJ6XzBYj4iIiIiIiIiIiAptyJAh2LJlS777tG7dGqdOnYKxsXERjUq3srOzsW/fPmzZsgUnTpxARkaGRvVLlCiBzp07Y/To0WjTpo2eRklERNowMjIqcJ+NGzdi6NChRTAaIiIiIiJ6X5kaegBERERERERERET0/vvwww+xe/fudzZQD/h3qdtevXqhV69eSEhIwIULF3Dp0iX4+/vj+fPniIiIQEpKCrKysmBtbQ1XV1d4enqibt26+OCDD9C6dWuUKFHC0C+DiIg0ZG5ujiVLljBQj4iIiIiICo3BekRERERERERERKRzFhYWcHNzg6+vLwYMGIBu3boZekg6ZW9vjy5duqBLly6GHgoREemYkZERbGxs4OnpiTZt2mD06NHw8vIy9LCIiIiIiOg9wGVwiYiIiIiIiIiIiIiIiIiIiIiIiPTs3V1zgoiIiIiIiIiIiIiIiIiIiIiIiOgdwWA9IiIiIiIiIiIiIiIiIiIiIiIiIj1jsB4RERERERERERERERERERERERGRnjFYj4iIiIiIiIiIiIiIiIiIiIiIiEjPGKxHREREREREREREREREREREREREpGcM1iMiIiIiIiIiIiIiIiIiIiIiIiLSMwbrEREREREREREREREREREREREREekZg/WIiIiIiIiIiIiIiIiIiIiIiIiI9IzBekRERERERERERERERERERERERER6xmA9IiIiIiIiIiIiIiIiIiIiIiIiIj1jsB4RERERERERERERERERERERERGRnpkaegBE+hAfH49z584ptj08PGBhYWHAERERERERERERERERERERERERkSGlp6cjJCREsd2yZUs4ODgUWf8M1qP30rlz59C9e3dDD4OIiIiIiIiIiIiIiIiIiIiIiIqp/fv3o1u3bkXWH5fBJSIiIiIiIiIiIiIiIiIiIiIiItIzBusRERERERERERERERERERERERER6RmXwaX3koeHh2R7//79qFy5soFGQ3lJTk7G9evXFdsNGzaEjY2NAUdERPTfwOsvEZFh8PpLRGQ4vAYTERkGr79ERIbB6y8RkWHw+vtuCAgIQPfu3RXbyjFG+sZgPXovWVhYSLYrV66MGjVqGGg0lJfExESEh4crtqtVqwY7OzsDjoiI6L+B118iIsPg9ZeIyHB4DSYiMgxef4mIDIPXXyIiw+D1992kHGOkb1wGl4iIiIiIiIiIiIiIiIiIiIiIiEjPGKxHREREREREREREREREREREREREpGcM1iMiIiIiIiIiIiIiIiIiIiIiIiLSMwbrEREREREREREREREREREREREREekZg/WIiIiIiIiIiIiIiIiIiIiIiIiI9IzBekRERERERERERERERERERERERER6xmA9IiIiIiIiIiIiIiIiIiIiIiIiIj1jsB4RERERERERERERERERERERERGRnjFYj4iIiIiIiIiIiIiIiIiIiIiIiEjPGKxHREREREREREREREREREREREREpGcM1iMiIiIiIiIiIiIiIiIiIiIiIiLSMwbrEREREREREREREREREREREREREekZg/WIiIiIiIiIiIiIiIiIiIiIiIiI9IzBekRERERERERERERERERERERERER6ZmroARARERFR4QghkJOTAyGEWvtnZ2fDyMhIsp2VlaWv4RER0f/H6y8RkeHwGkxEZBi8/hIRGQavv0REhsHrr/aMjIxgbGwsef/eVwzWIyIiInrHCCGQlpaGpKQkJCUlISMjQ6P62dnZcHFxUWy/fv0aJiYmuh4mEREp4fWXiMhweA0mIjIMXn+JiAyD118iIsPg9bfwzM3NYWtrC1tbW1haWr6XwXsM1iMiIiJ6h6SmpiI0NBSZmZmGHgoRERERERERERERERERkc5kZGQgJiYGMTExMDMzQ5kyZVCiRAlDD0unGKxHRERE9I5ITU3Fy5cv1V7uNi/GxsawtbWVbBMRkf7x+ktEZDi8BhMRGQavv0REhsHrLxGRYfD6q1uZmZl4+fIlypUr914F7PGoICIiInoH6CpQj4iIiIiIiIiIiIiIiIjoXSCEwMuXL5GammrooegMM+sRERERFXNCCISGhsoC9czMzGBnZwcbGxuYmZnByMhIrfays7ORnJys2LaxsYGJiYlOx0xERHK8/hIRGQ6vwUREhsHrLxGRYfD6S0RkGLz+ak8IgczMTCQnJyMxMRGZmZmS50JDQ+Hp6an2/dDijMF6RERERMVcWlqaZEIKALa2tihbtqxWE1IjIyPJFwNTU1N+USAiKgK8/hIRGQ6vwUREhsHrLxGRYfD6S0RkGLz+Fo6ZmRlKlCgBFxcXvH79GklJSYrnMjMzkZ6eDktLSwOOUDe4DC4RERFRMff2RBT4d6KqbaAeEREREREREREREREREVFxZWRkhLJly8LMzExSnpiYaKAR6RaD9YiIiIiKOeVgPTs7OwbqEREREREREREREREREdF7ycjICHZ2dpIy5Xum7yoG6xFRsWCSnQ4IYehhEBEVO0IIZGRkSMpsbGwMNBoiIiIiIiIiIiIiIiIiIv1TvieakZEB8R7ElZgaegBE9B+VlQGTV9dQNWwfSiY9hFNqAFJ9jgP2voYeGRFRsZKTkyMrU075TERERERERERERERERET0PjE1lYe15eTkwMTExACj0R0G6xFR0crJAXb0A4LOwzozBd5vPWX68hJQicF6RERvU/XrEC6BS0RERERERERERERERETvM2Nj+YKx70NmPS6DS0RFy9gYeBMLZKbInjIJuWSAARERERERERERERERERERERER6R+D9Yio6FVsobLY9NVVIDuriAdDRERERERERERERERERERERKR/DNYjoqJXsaXKYqP0RCDsbhEPhoiIiIiIiIiIiIiIiIiIiIhI/xisR0RFz6MhYGqp+rmgc0U7FiIiIiIiIiIiIiIiIiIiIiKiIsBgPSIqeqYWQLnGqp9jsB4RERERERERERERERERERERvYcYrEdEhpHHUrh4eRXITCvasRARERERERERERERERERERER6RmD9YjIMCrlEayXlQa8ulG0YyEiIiIiIiIiIiIiIiIiIiIi0jMG6xGRYZT2gbCwU/0cl8IlIiIiIiIiIiIiIiIiIiIiovcMg/WIyDCMTZDl3lj1c4EM1iMiIiIiIiIiIiIiIiIiIiKi9wuD9YjIYLLKfaD6ide3gPSkoh0MERHRO27z5s0wMjLK93H27FlDD5P+A2bNmlXgsfjixQtDD/M/7+LFi4q/h42NDSIiIgw6nh07dijG4+HhgdTUVIOOh0gd8+bNUxy3DRs2NPRwsHDhQsV4fH19IYQw9JCISA2cO1FxMWTIkAKPRTK8bdu2SebNaWlpBh0P5x9ERERERJozNfQAiOi/K9ujqeonRDYQfBmo0qFoB0REREQFiomJgZ+fH168eIG4uDikp6fD3t4ejo6OKF++POrXr48SJUoYepjvhKysLFy9ehUBAQGIiopCdnY2XFxcULt2bdSvXx/Gxvr5bVV4eDj8/PwQFBSEhIQECCFga2uLcuXKoU6dOqhQoYJe+tVWYmIiHj9+jODgYISFhSElJQUA4ODgADc3N9SrVw/ly5c38CgLJzg4GHfv3kVwcDCSkpJgZGQEe3t7VKhQAXXr1kXp0qV12l9OTg4mTJig2P76669RqlQpnfahqd69e2PRokW4c+cOXr16hYULF2L27NkGHRNpJicnBwEBAbh//z7CwsKQmJgIKysrODk5oVq1aqhbty7MzMz01re/vz8ePXqE0NBQpKSkwNzcHE5OTvD09ESDBg1ga2ur0z5fvXqF+fPnK7YXLlyo0/a18cUXX2D58uUICwvDzZs3sWnTJnz++eeGHhb9B2VmZuLJkyd48OABIiIikJSUBBsbGzg7O6N27dqoWbOm3uY5WVlZuHPnDp48eYLw8HC8efMGFhYWcHFxgZeXF+rXrw9LS0ud99uqVSucO3cOgwcPxubNm3Xevi6Ehobi3r17CA4ORkJCAjIzM+Hg4ABHR0dUrlwZPj4+MDc3N/Qw3wlpaWm4dOkSXrx4gaioKBgbG8PNzQ0+Pj6oXbu23vot6jljYcXExODx48d48eIFQkJCkJKSAhMTE5QqVQoeHh6oX79+sRuzpnKvdSEhIUhOToaJiQkcHR1RsWJF1K9fH87OzjrtLzk5GVOmTFFs//DDD3q5pmmC8w8iIiIiIs0xWI+IDCbHuQrSTO1hmZUgfzLwHIP1iIiIiomIiAisXbsWu3btwv379/Pd18TEBHXq1EGfPn3Qv39/lClTRidjOH78ODp27CgrP3PmDFq1aqVWG8qZIIKCgrQOTCtMWy9fvsScOXPw119/ISlJdTbhUqVKYcyYMZg8ebJOgh/j4+Px22+/Ydu2bfD3989334oVK6JPnz4YP368zv5+mkhNTcXmzZtx/vx5XLt2Ta1MMhUqVMDQoUMxfvx4ODk5qd3XrFmz8MMPPxS4n7W1NRwcHODu7g5fX1+0bdsWXbp0gamp9l+pw8PDsXjxYvz1118IDAzMd9/q1atjwIABGD16NBwdHbXuM9eGDRtw584dAP8GPU6aNKnQbRaWkZER5syZg48//hgAsGTJEowYMQIeHh4GHlnxtnnzZgwdOlSx3bJlS62zqGrTVnh4OPbs2YMTJ07g7NmzSExMzHNfKysr9OrVC1999RXq1q2r1RiV3b59G6tWrcLevXsRFxeX534mJiZo3rw5hgwZgv79+xfq3M31zTffKDJAtmnTBm3atCl0m4VVokQJfPvtt4pg3G+//Ra9e/eGtbW1gUdGRUH5M60wQWPatBUUFITdu3fj5MmTuHjxIt68eZPnvvb29hgwYAAmTpwILy8vrcao7OzZs1izZg0OHjyoCOxXxcLCAu3atcOwYcPQvXv39z5TWFBQENasWYM9e/YgICAg333Nzc3h6+uL/v37o3fv3hrNqfKzZs0ajB49WuXY1Jk/v3jxAhUrVpSUaZu5q7BtPXz4ELNmzcLBgwfzzGZWoUIFfPnllxg3bpxOPm/CwsLw66+/4s8//yzyOaOmoqOj8fvvv+PChQu4fv06QkNDC6xTo0YNDBs2DKNGjdLoe8+QIUOwZcuWfPfJzSDt4OCAihUrwtfXFx07dkTbtm0Lde4/e/YMv/76K3bu3ImwsLB8+2/QoAEGDRqEzz//XCff6xYsWKB4X728vDB48OBCt1lYnH8QEREREWlBEL2H/P39BQDFw9/f39BDIhUSEhLEy2UdhJhpJ3+sambo4RERFQuZmZni4cOHkkdmZmah2szKyhJxcXGKR1ZWlo5GS4a0adMmyfxn8uTJ4uTJk5JHbGysRm2mpKSIqVOnCktLS0nb6j5MTEzE559/LkJDQwv12pKSkkS5cuVU9nHmzBm121GuGxQUpPWYtG1rw4YNwsLCQu33sFKlSuLevXtajzM7O1usWLFC2Nvba/z3s7CwEN9//71IS0vTqM/nz5/Ljr327dur/X49e/ZMq+MNgHB1dRV79uxRe6wzZ87Uuq+yZcuK33//XaP3JisrS0RERIgpU6ZodV7Z2dmJX375RWRnZ2vU79vS0tKEh4eHos1p06Zp3Zau5eTkiJo1ayrGNmrUKEMPqdhTvva3bNmyyNrq2rWrMDY21vg4NjY2FpMmTRLp6elajzU8PFz07t1bq3PX09NTnDhxQuu+hRDi/v37ktd+/PjxQrWnS6mpqaJkyZKKsS1YsMDQQyo23vc5sPJn2uDBg4ukrbS0NNGoUSOtzkdzc3OxZMkSkZOTo/VYnz17Jtq1a6dV//Xq1RM3b97Uuu+3tWzZUuv3Xfn9Xrp0qWwu9ebNG43ajI6OFiNGjBAmJiZavTcWFhZi0qRJIj4+XuPX87aQkBBhZ2ensg91589BQUGyutoqTFtz5szR6HOvXr16Ijg4WOuxpqenixkzZhTpnPHBgweyY6927dpqv18nT57U6ngDICpWrCjOnz+v9lgHDx6sdV9VqlQRR48e1ei9EUKIxMREMXbsWK3Oq1KlSont27dr3OfbIiMjhbW1taLNNWvWFKo9XeL8g6h4et/nv0RExRWvv7qlj/ukQhg+pkg/6w0QEakp2ra66ici7gMp0UU7GCIiovdI9erV0a5dO8lDk+wKT58+ha+vLxYuXKgya0SJEiVQoUIF+Pr6wtvbG/b29rJ9srOzsXHjRnh5eSEiIkLr1zJ16lS8fPlS6/rFxYIFCzBs2DCkp6dLyh0cHBRLZikv0xgYGIhWrVrh4cOHGveXlJSEbt26YcKECUhIkGcydnR0RI0aNeDj4wNXV1dZdon09HTMmTMHLVu2RHh4uNr9VqpUSXbs6WJ5KwcHB1SrVg2NGjVCnTp14OrqKtsnMjISn376aZEsP/f69WsMGjQIw4YNUzsjS3h4ODp37ozFixfLzisjIyO4uLjAx8cHNWvWVJnNJjExERMnTkTXrl3zzMpYkLVr1yIkJATAv9mFJk6cqFU7+mBkZCTJ8rdx40a1MiuSYVy6dAk5OTmycjMzM5QvXx4NGjRAzZo1ZVlkcnJysHTpUnz66afIysrSuN+rV6/Cx8cHf/31l+w5U1NTlC1bFg0aNECVKlVgY2Mj2+f58+fo0KEDZs6cqXHfuWbOnKl47T4+Pmjfvr3WbemalZUVxo8fr9hesmSJ1tcLInVkZmbi2rVrKp+ztLRUZLOqXr26bInVjIwMTJ48WXLMauLAgQOoV68eTp06JXvO3Nwc5cqVg6+vLzw9PWFlZSXb5/bt22jSpAnWrl2rVn9RUVFajVPT+vXr15fNpTRZ5vLq1auoU6cO1q1bh+zsbNnztra28PT0RMOGDeHl5aXyWpmeno6lS5eicuXKaverypgxY/LNuvquGDVqFL7//nvZ517JkiVRr1491KhRQ3aM3b59G61atco381pewsPD0aJFC8yePbtI54yF/Q6Zl5IlS8Lb2xu+vr6oUaOGyjaDgoLQvn17nDhxotD9FeTp06fo1KmTWhm2cz158gQNGjTAqlWrZOdV7jLI9erVQ7Vq1eDg4CCrHxERgX79+mHEiBHIzMzUatwLFy5UZA4tVapUsciql4vzDyIiIiIizTBYj4gMKsomj2A9AAg6X3QDISIiIoX79+/jgw8+kAWIlSlTBnPmzMGtW7eQnJyMoKAgXL9+HY8ePUJ8fDwiIiKwYcMGdOnSRRL4lZKSku9SaPm5dOkSVq1aBeDfmyCa3KgsTo4ePYrp06dLymrUqIGjR48iOjoafn5+uHv3LmJiYrB//354enoq9ouNjUXPnj3zXGpLlZSUFHTs2BGHDh2SlLu4uGDevHkICAhAbGws/P394efnh4iICISGhmL58uWym7LXrl1Dq1atChVwqY2aNWti8uTJOHDgAMLDwxEXF4eHDx/i6tWruHPnDiIiIhAYGIjvv/9ecnM0JycHo0aNwuPHjzXus3379jh58qTssWfPHixevBgtWrSQ1dm4cSNmzJhRYNsRERFo06YNbt68KSmvUKECfv75Z7x69QqRkZHw8/PD/fv3ERMTg8DAQCxYsAClSpWS1Dl8+DA6deqU7zJ/qmRnZ+PHH39UbPfo0UPWtqH17t1bcQM3MzMTy5YtM+yASC2lSpXC5MmT8c8//yAxMREvXrzAjRs3cP/+fcTHx+PAgQOoVauWpM6BAwcwdepUjfq5ePEi2rVrJwsg/uCDD7Bt2zbExcXh1atXuHHjBp48eYKkpCRcu3YNEydOlAQJCSEwe/ZsfPnllxq/1mfPnmHfvn2KbVVLOxraiBEjYGJiAuDfz5ANGzYYeET0X1KxYkXMmjULly5dQmJiIgIDA3H9+nU8ePAA8fHx+OOPP1C+fHlJnVWrVmHlypUa9bNr1y707NlTFgzSpUsX7N+/H4mJiQgODsb169cREBCA5ORknD59GkOGDIGx8f/9l3hmZiZGjRpV4OdNbGwsvL29tQo+Cw8PR69evdCkSRNkZGRoVFdTp0+fRtu2bfH69WtJuZeXF3788Uc8fPgQiYmJCAgIwLVr1/D06VMkJSUhODgYK1asQKtWrST1oqO1/yHt9u3bFXPRd3k5zDVr1sgCOps2bYpLly4hMjISt27dgr+/P2JiYrB582bJ3CooKAh9+/bVqL+IiAi0bNlSFgRblHPGwjAyMkKjRo3w/fff48SJE4iJiUF4eDiuXLmCEydO4OLFi4iKioK/vz8mTJig+LwCgLS0NPTr10+r427gwIGyOfyJEyewa9cuzJ49G/Xq1ZPVmTVrllqfkY8fP0aLFi3w9OlTSXnt2rWxdu1aREZGIiwsDLdu3cLDhw8RFxcHf39/fPfdd7IfY61fvx59+vRRGUibn/j4eMlxOHToUFhYWGjUhr5x/kFEREREpIEizeNHVEQMnbKS1JOQkCD2798vkudVVr0U7oGJhh4iEZHBcRlcUpfy8oWbNm3Sqp34+HhRsWJFSVtGRkZi+vTpIjk5We12/Pz8JEufarPkbFpamqhataqijQkTJojy5ctLxvYuLIOblZUlKlWqJNm/adOmIikpKc860dHRok6dOpI6S5YsUXt8gwYNko2xV69eIioqqsC6qamp4ssvv5TVb9OmjdbL1CkvU5Xf+5WcnCyePXumUft+fn7C0dFR0sdnn31WYD1tlgw8evSorC8zMzMRGBiYZ53s7GzRunVr2Xs6duxYtc6rmJgY0adPH1n9IUOGFFj3bbt375bU/+effzSqX1TGjx8vWcYtMTHR0ENSyF3mUN3jRd8MuQyus7OzqFmzpti1a5dac5M3b96ILl26yM6dJ0+eqDW+8PBw4erqKqlvYWEh1qxZo9a16cGDB6Ju3bqy82jz5s1q9Z/r7ePT2tq6WB2fb3v7vfb09CzU8tnvi/d9DmyoZXCTkpIEANGsWTNx/Phxtc7H2NhY4evrK+nDwcFBxMTEqDW+Bw8eCCsrK0l9JycnsXfvXrXqX7p0STbfNTY2FqdPn86zzjfffKPYt0yZMmLfvn2S51Utg5uTkyPWrl0rHBwcFHVXrlwpa1v5/dZkfvu2Fy9eyOYo5ubmYtmyZSIjI0Ptds6cOSP5+2gjKipKsiTmjz/+qPVc3JDL4MbHxwt7e3vJ/j179sz3cy8oKEh4eHhI6uzatUut8eU1Zxw3blyRzhnf9vbcp6D3KyoqSrx69UpWnt/198SJE8Lc3FzSx5QpUwocl/L3i5kzZxZYZ8uWLcLCwkJSz9nZWSQkJORZJzU1VXh7e0vqGBkZidmzZ6s1/wkJCRFt27aV/U1mzZpVYN23LV26VNJ/QECARvWLCucfRMXL+z7/JSIqrnj91S0ug0tEpCdRttVUPxF0rmgHQkRERBg+fDiCgoIU26amptiyZQvmzp2rUUYMHx8fHD9+HKtXr4aZmZlWY/nhhx/w5MkTAIC7uzvmzZunVTuGtnPnTgQGBiq2bWxssGPHDpVLjuVydnbGjh07JJmgFi5cqFYml507d+L333+XlPXv3x9//fUXSpYsWWB9Kysr/Pzzz/juu+8k5adPn8bSpUsLrF9Y1tbWGi+55uPjgwULFkjKDh8+rFE2QnV17NgRO3fulJRlZmbi119/zbPOkiVLcObMGUnZl19+ieXLl6t1Xjk5OWH79u0YNGiQpHzz5s3YvXu32mPPzVIJAGXLlkXr1q3VrluU3n6diYmJ2LZtmwFHQ3nZsGED7t69i169esHU1LTA/S0tLbFjxw64u7sryjIzM7Flyxa1+hs6dCgiIyMV22ZmZti9ezdGjhwpW8ZblerVq+Off/5B7dq1JeUTJkyQXKPzk5qaKhlvt27dZBlziou3z6Pnz58XybKC9N9kbm6OQ4cO4eLFi2jfvr1a56OjoyP2798v+QyMj4/Hnj17CqybkZGBfv36SbI229nZ4dixY+jRo4daY27atCnOnDkjuR7l5ORg0KBBiIuLU1ln6tSp+PLLL2FmZobQ0FD06NEDvXr1ynOJ06dPn6J169YYOXIk4uPjYW1tjR9++AGff/65WmPUVFZWFvr27SsZv7W1NQ4fPoyJEydqNB9v1aoVrl27hu+//16tv6cqX3zxhSI7Wv369TFx4kSt2jG0VatWISEhQbHt7u6OzZs35/u5V6FCBdln23fffadWJjVVc8apU6di5cqVRTpn1FbJkiVRtmxZjep8+OGH+PrrryVl+hrroEGDZFk8Y2JiZN+d3vb111/LMnavWrUK33//vVrzH3d3dxw+fBjt2rWTlM+dOxdXr15Ve+yrV69W/LtJkyaSTOzFCecfRERERETqYbAeERlctG0N1U/EBgLxIUU7GCIiov+wAwcOyG6MzJ07FwMHDtS6zdGjR+P06dMaL311584dLFmyRLH966+/FtuAiIL8/fffku1BgwbBw8OjwHre3t7o1auXYjsmJqbAm9ipqakYO3aspKx+/frYvHmzZMk3dcyZMweffPKJpOy7777Dq1evNGqnqPTt21fyGlNSUvDy5Uu99NWuXTt8+OGHkrK8bkSFhITIlsnt3LkzZs6cqVGfRkZG2LhxIxo2bCgpHzNmDFJTUwus//r1a5w9e1ax3aNHD61vwOtbgwYNJAEUW7duNeBoKC/dunXT+LpibW2NL774QlJ2/PjxAuv99ddfOHr0qKRs8eLF6NKli0b9Ozo64siRI7Czs1OUJSUlYfz48WrV//vvvyVLbvbs2VOj/otSp06dJMvjvcvnUVxcHFatWoXhw4frtZ/9+/dj/PjxsuXKKX/m5ubo3LmzxvXKlCmDwYMHS8rUuR78/PPPuHv3rqRsy5Yt8PX11aj/8uXL4+DBg5IlOF+9eoXp06er3N/BwQE///wz/P398fHHHwMA9uzZg+rVq2PdunUQQgD4Nwh5/vz5qFOnDs6dOwcjIyMMHDgQT548wYwZM2BlZaXRONW1atUqXLlyRVK2YcMGWYCQuoyMjDB79my1AiiVHTp0CH/++ScAwMTEBOvWrZO8z+8S5Xn8F198odZ3ktatW6Np06aK7SdPnuD8+fP51lE1Z+zevbvsBykFKeyc0RAGDBgg2Q4MDER6erpe+ho2bBiqVq0qKctrHn/t2jX89ttvkrKJEydi9OjRGvVpYWGBffv2SZYAz8rKwvDhwxXXjvxcuXIFz58/V2xz/kFERERE9O5jsB4RGVy0TR6Z9QAgKP//yCIiIiLdWbx4sWTb19cXkyZNKnS7H3zwAVxcXNTePysrC8OGDUNWVhYA4JNPPkHXrl0LPQ5DOXdOmi1Yk9eSezM41969e/Pdf8uWLYiJiVFsGxsb47ffflMr64Mqv/zyiyQDYEZGhiwbRXFhZ2cnO85yM7rog3KQ0IMHD5CTkyPbb+XKlcjIyFBs29jYYOHChVr1aWJigtWrV0tueEdHR+ebDSTXjh07JOPr1q2bVmN425MnT7Bjxw4sX74cCxYswLp163D48GFJBhptGBkZSc6Ty5cvIzg4uLDDpWKiefPmkm11gmp/+uknyXa9evUwYcIErfovW7YsZs+eLSk7duwYHj16VGDd7du3K/5tbm6Ojh07ajUG4N8sYhcvXsSGDRuwdOlSzJ8/H6tWrcLu3bt1crzb2Nigbdu2iu39+/cX2yANVbKysnD48GF8+umnKF26NMaNG6f3ILr4+Hj8+uuv8PX1Rc2aNbFkyZI8s6aRbmh6PcjMzMSKFSskZV27dkX37t216t/Hx0d2LdmyZQtiY2PzrFOlShUcOHAAJ0+eRK1atRAfH4+RI0fiwoULAIA///wT06dPR1paGpo1a4Zr167h999/1zjbmCays7Nl18mePXuid+/ehW5b3WyFuRITEzFmzBjF9pdffom6desWehyGkJKSglu3bknK9DmPVzVnXL58udr9va0wc0ZDUJUl7u3vNLpkZGSEjz76SFJ2//59lfsqn1dly5bFnDlztOrXxsYGv/zyi6TswYMHagUpvz3/AHQzj79z5w62b9+OZcuWYeHChdi4cSNOnjwpyVqqjXd9/kFEREREVFQYrEdEBpduZo9ES3fVT3IpXCIioiJx7do1XLp0SVL2/fffGyQLxtKlS3H79m0AgL29veym7LskMzMT4eHhkrI6deqoXV9531OnTuV5A0UIIbsB1K1bNzRo0EDt/pSVLVsWI0eOlJStW7eu2N5wUV721sHBQW99VapUSbKdk5MjWzovNTUV69atk5QNGjRIkjVOU/Xq1ZPdoPvll18KzMpx6NAhxb/Nzc3RrFkzrfpPT0/H0qVLUblyZXh7e6Nv376YOHEivv32W4wcORJdunRByZIl0a5dO1y8eFGrPgBIlugVQuDw4cNat0XFi6Ojo2S7oODOK1eu4Pr165KymTNnFurzady4cXB1dVVsq7p+KktLS8M///yj2G7YsKHGWWP9/PzwzTffoG7dunByckLz5s0xfPhwTJ48GdOnT8e4cePw6aefokKFCvD09MTy5csLddP87fMoJSVFkl2zuPL398ekSZPg4eGBLl26YPfu3XrLrpSfBw8eYMqUKfDw8EDnzp2xc+dOg4zjfafp9WD37t14/fq1pEzbwJlc3333HczNzRXbqampWLt2bYH12rVrBz8/P6xevRouLi6Kz2EhBMqXL48///wTFy9e1DjjnzZUBfnOmjVL7/2qMmXKFEUW5goVKsiCo98loaGhih8PAf8u516lShW16yvP4w8cOJDnvqrmjCNGjFArG3detJ0zGoLyHB4o2nm8qh/4hISEyAIsp0yZUqhs7926dUO9evUkZcuWLSuw3tvzYA8PD1SuXFmr/pOSkvDdd9+hbNmyqFu3Lvr374+vvvoK06ZNw7Bhw9C+fXs4OTmhR48e8Pf316oP4N2cfxARERERFTUG6xmYEAJBQUE4cOAAVq1ahfnz5+PHH3/Exo0bceHCBZVfVIneR1G21VU/EXgOKIb/iURERPS+Ub4RUbZsWVnGgaLw9OlT/PDDD4rthQsXonTp0kU+Dl1RlRHCyclJ7frOzs6S7bS0tDyzPz148ABPnjyRlA0dOlTtvvIyZMgQyXZsbCzOnDlT6HZ17cmTJ5Kb/DY2NhrdUNWUmZmZrOztG7oAcPr0aVkAX79+/Qrdt/Lf5PHjx3j48GGe+ycnJ+Py5cuKbV9fX62W4Xvw4AGqV6+OyZMnS5biUpaVlYV//vkHzZs3x+eff47MzEyN+2rRooVk+9ixYxq3QcWTcqCN8nVOmfISjKVKlSr055Opqalsyb2CMh6dP39eEjjXsmVLjfpcuXIl6tWrh8WLF+POnTsFBksEBgZi4sSJaNCgAQICAjTqK68xFtfzKCYmBitWrED9+vVRq1Yt/Pjjj7JAdwBaZ4lVl6r2s7OzceTIEfTu3RulS5fG2LFjce3aNb2O47+ksNeDevXqoXbt2oUag7OzsyxbrrpLvxoZGeW5HLimy4QXhvL1q1GjRqhVq1aR9Z/r3LlzkkDH1atXo0SJEkU+Dl1Rnsc7OjrCyMhI7frKx/PLly/zzNqoas6oj3l8QXNGQ1G+rnp7e+v12FGexyvP4YF/l0B+u9zc3Bz9+/cvdN/Kf5OTJ08iMTExz/2fPn2KoKAgxbbyHFld586dQ+XKlTFv3jyEhobmuV9aWhr2798PHx+fPJcFL8i7Mv8gIiIiIjIkBusZQFxcHDZt2oTevXvD1dUVlSpVQrdu3TBu3DhMnz4dkyZNwrBhw9CiRQvY2dmhR48esqWz9KlChQowMjLS+sFfSpE2omxrqH4iORyIflq0gyEiIvoPyl26K1fnzp2LPKueEALDhw9X/GClWbNmGDVqVJGOQddU3ajNzs5Wu76qIKe8gvWUs5hZWVmhU6dOaveVl1q1asHLy0tSppyFsTiYO3euZLt///56DexQdZNLORBT+W/i5eWFGjXymPdqoFOnTrJgu/z+JteuXZMsq6ZNtsWbN2+iefPmCAwMlJSbmZnBy8sLDRo0QJkyZWT1Nm3ahK5du0r6V4erq6skm4zyNYreXcp/y4KCapXPo65du+rk3P7kk08k21FRUXj6NO/vnsrj1vQ8UvVjTFtbW1StWhUNGzZEvXr1VGZQevjwIZo3b47IyEiN+gP+zer09nt1/vx5jdvQl8zMTBw4cAA9e/ZE6dKl8cUXXyiy6r7NyMgILVq0wPr163H69Gm9jmnAgAG4ePEiRo0aJcv4Bvz7/3mrV69G48aNUa1aNSxcuFAWbEaa0fR6oPxZp3wea0u5nTt37hSYRfj06dOoW7cuRo0ahaioKEUQl5GREYKDg9G7d280b95ctoyqPii/j7pYIlNTb968wYgRIxSByH379i3UUuHFgfI8XpM5PFC4ebyXl5dOAi41nTMaQk5ODhYsWCApGzx4sF77VJ7HqwoUVv6btGzZssCAYnUoX29ycnJw9erVPPcv7PwD+DczX8eOHWVzCUtLS3h7e6NevXpwcXGRPJednY358+dj2LBhGvdXnOcfRERERETFhX5/kkoy48aNw/r169W+UZGZmYn9+/dj//79GDRoEFasWAE7Ozs9j5Ko6MXYVIUwMoaRyJE/GXQecKla9IMiInrHZWXnICxBfmM4Jycbycn/V26TZQJj46Jf6vR9UtreEqYm7+7vYN68eSO7kViYpVO1tXr1asXNCHNzc6xdu1aj7BXFkaosepGRkShfvrxa9VUFZ+R1k0/5xpvyTZLCqF+/Pp49e5ZnX4aUlpaGqVOnYuvWrYoyFxcXvS+7pvwjJXd3d1mWDuX3SXnZK22ZmpqiTp06kht7ly5dki1ZnEv5/K5Zs6ZG/SUlJeHTTz+VZHwpUaIEZs2ahWHDhkmO83v37mHmzJnYv3+/ouzYsWOYMWMGFi5cqFG/tWrVQkhICAAgPj4eAQEBWi/7RcVDdnY2fv/9d0lZflny3rx5Iwvgql+/vk7G4uPjAxMTE0nwxaVLl/IMFirseQQAFhYW6NatG7p06YKWLVuiXLlysn1iYmKwa9cuzJkzRxFMEB4ejhEjRuDvv//WqD9zc3NUqVJFkUXpwYMHSEtLg6WlpcZj15W7d+9i8+bN2LZtG6KiovLcr2rVqhgwYAAGDhyo9memLjRr1gzNmjXDL7/8goMHD+L333/HsWPHZEE3jx8/xrRp0zB9+nR8+OGHGDx4MHr06GHQ9/Zdk5iYiN27d0vK8rsePH/+XJZxUVfXA+V2srKycO3aNclSjm+PY9KkSYrPOXt7eyxevBjbtm3D+fPn0bdvX1SvXh1z5sxRLIM7ePBgzJ8/Xy/Zop8/f46wsDBJmSHm8TNnzlTMFZ2cnNRa2rO4U57Hx8XFITMzU2V2ZVXymsc3a9ZMVq48Z9TVsa3pnLGoxcfHY/To0ZJEBd7e3pg4caJe+1Wex1esWFG2j77+JmXKlIGbm5vkenbp0iW0b99e5f6FnX+EhIRgwIABkh8NODs7Y+HChejTpw9sbGwU5VeuXMGUKVMkgYobN26Er68vRo8erXafxXH+QURERERU3DBYr4gpZzTIZWJigtKlS6NUqVLIzMxEcHCwZAknAPj999/x+PFj/PPPP5IvUUTvgyyTEsguVQem4X7yJwPPAg1HFPmYiIjedWEJaWi+uPgtVfk+ujClNTyc3t0lngIDA2Vz1Lp16xbpGEJCQjB16lTF9jfffIPq1avrtc9Lly5pvbSgukxNTeHh4aEIOAKAGzduqB14cPPmTVlZRESEyn0fP34s2dbl37Bu3brYsWOHYjuvgEF9uXbtGpKSkhTbaWlpiIyMxM2bN7Fnzx7JzVA3NzccOXIErq6uehtPcHAw/vrrL0lZmzZtZPsp/018fHx0Noa6detKbrzm9ze5d++eZLtqVc1+CPPtt9/ixYsXim17e3ucOXNG5TFWu3Zt7Nu3D9999x3mzZunKF+yZAk+++wzjQIWvb29ceTIEcX23bt3GaxXgLi4OJw6dUqrukWxLN6aNWsk2RnNzMzyXRo6MDBQFiSlq2tbiRIlUKVKFcm5o+55ZGZmhkqVKmnUX6dOnTBo0KACr03Ozs4YPXo0evfujQ8//FBxk/7AgQN4+PChxp+N3t7eir9tVlYWHjx4oLOAA3VFRkZi+/bt2Lx5M+7evZvnfs7OzujTpw8GDhyIRo0aFeEI5SwsLNCrVy/06tUL0dHR2L59O/744w/Z53JOTg6OHz+O48ePw97eHp999hmGDBmCpk2bGmjk/ycsLEzr64FyFlV9mDt3LpKTkxXbJUuWlC1H+zblz1RAd9eDKlWqwNraGikpKYqyR48eSYL1EhMTMWfOHCxfvlwxb+7ZsydWrlyJ0qVLY/v27QD+vT5Mnz4dn376KUaMGIHz589j8+bN2L17N6ZNm4avv/5apwEr+nxf1HXr1i389NNPiu0lS5bodR4GQOtjO695tCq5P8TI/RzKzMzE3bt31Q6GLE7zeHXnjPpw7tw5pKWlKZaST01NRUJCAq5fv459+/ZJ7oFUqVIFx44dk2UD1KWrV6/KMr0pz+NTUlLw6tUrSZmu/yZHjx5VbOtzHj927FjEx8crtj08PHDhwgWV30ebNGmCc+fOYciQIfjjjz8U5f/73//QtWtXlVm081Ic5h9ERERERMUZg/UMyMHBAf369UPnzp3RvHlz2NraKp7Lzs7GhQsXMGPGDEmq8+vXr2PIkCGyX57qS6lSpSQZKtRRp04dPY2G3nfZ5ZqpDtZ7cQHIyQaY9YmIiEgvYmNjZWX6vsGmbPTo0YpgrKpVq2L69Ol673PAgAF67wMAmjdvrriBCwA7duxAr1691Kr7559/ysrevrH9NuW/oy6zt7i5uUm2386wVhRGjRqVb4DH/2PvvqOayN4+gH9DR6SpiIAFsGNBRFxddbHh2haxrV2wu7r23nvvfV0LWMC194qKvYEUOwqCSlWRDlLn/YOX+TGZBNID+nzO4RzmJnPvzSQzuZN55rlAwTROHh4eWLp0KW8aJ0WKi4uDm5sbsrKyOOVDhw7lPbfohTFAue+JqP24UEREBGe5atWqEreTlJSE/fv3c8r27dtX4gXL5cuXIzAwkL0QmZ+fj02bNnEu/JVE+IJg0YBBItqzZ8/g4uKi7m6IFB4ezgnKBgpmHyju8yjqc63o/ajoBXJx+1F2djZnyjwLCwuR05wXR9opsE1NTXHkyBHUq1cP+fkFGei9vLywdu1aqeoRtR+p4mJ5dnY2Ll68CC8vL1y6dAm5ubkin6ejo4Pu3btjyJAh6Natm8QZq1SpUqVKmDhxIiZOnIjXr1/j4MGD8Pb25gTiA0BycjL27NmDPXv2oHbt2nB3d8fQoUNFTm+sCteuXcO1a9fU0nZJHjx4wAnuAoD58+ejXDnxN78I75+ampoKG68KBAJUrlyZ830p3N6KFSuwfv16AAX71Y4dO+Dm5ia2zjp16uDWrVvYs2cPZs2ahaSkJMybNw/GxsYYP368Qvotqp+ampoKmapTUjk5ORgxYgSbpbRt27YYPny40ttVxXednp4enJyc8ODBA7bsv//+kyhYj2EY3o0dgPhxfGkZMypDjx49eEkJhBkbG2PcuHGYO3euUpMUvH37Fv369eOUaWpq8m4cUMX4o6T2ChU9LmloaEjVj9DQUFy8eJGz/okTJ4q9cUxDQwP79+9HcHAwnj9/DqAgwHLXrl1YtmyZxG2ra/xBCCGEEEJIWVF25+oqw6ytrbF3717ExMRgx44d6Nq1KydQDyg4SWzbti38/Px4aelPnjwJPz/VZMnR09NDx44dpfozNTVVSd/Ijye3On8aCADA92Qg7pnoxwghhBAiN1EXB0xMTFTW/uHDh9nsWQKBALt374aurq7K2lc24Qu5Z86cwePHj0tc79q1ayLH/ZIG6xkbG0veyRII15Wbm4uUlBSF1S8vHR0dTJw4EdOnT1dKoF5aWhqCg4OxfPlyNG7cGMHBwZzHXVxc0KFDB05ZcnIyLzhFme9JcRf5hANKpLnI5+Pjg4yMDHa5VatW6N27t0TrCgdiHDt2rMSLtUUJ91P4dZCyIyMjA3369OFkyKxRo0aJ01WL+lyrYz+KiooCwzDssjKmshSldu3aaN68ObtcNGBEUqrejwIDAzFx4kRYWlqiV69eOHfunMhAvZYtW2Lnzp2Ii4vDyZMn4ebmVioD9YTVr18fq1atQmRkJG7cuAF3d3eRgSXv3r3D/PnzYW1tDRcXFxw+fJhzLP2Zff78Gf379+dMQe3k5IS///672PWE908jIyOF9quk48HMmTNhamqKMWPG4PXr18UG6hUSCAQYPXo0Xr16hV69esHW1hajRil25ghR20UgECi0jeKsWbOGvaFCV1cXu3fvVlnbqiD8Pu/evVuimwf27t2L8PBwXrmocXxpGjOqg5GREWbOnIkJEyYoPFCPYRgkJyfj8ePHmDVrFhwdHfHx40fOc4YPH87LVldaxh+5ubmc6XLNzMygpSV5/o19+/Zxxi8DBgzgjCvE0dLSwrp16zhle/bs4dRVEhrHE0IIIYQQUjwK1lOxJUuWIDQ0FCNGjJAonbumpiZ27tzJu2Nv7969yuoiIWqTZ+EIaIq5MP/+tmo7QwghhPxEigZPFDIwMFBJ258/f8bkyZPZ5eHDh8PZ2VklbatKr169YGNjwy7n5eWhT58+ePv2rdh1QkJCxGb+K5xCSpjw+6jI91BUXaI+N+qSnZ2NtWvXom7duhg5cqTMfTtw4AAEAgHvz9DQEA4ODliwYAG+fPnCWadOnToiMyCK6kNxGYOkJfyeFPeaiwbIaWpqSjX93u3b3HG4NNly6tWrx5kKMjs7mzMNW0mEL9hKE+hHSg+GYeDu7s4JctXS0oK3tzfvxkVhyv5+knQ/Ev7sKTPrj7Ci3x9BQSIy0ZdAFftRamoqNmzYgEaNGsHR0RHbtm1DQkIC73m2trZYuHAh3r17hwcPHuCvv/4qszd8amhooH379vDy8kJ8fDwOHToEFxcXXsbF/Px8XL9+HUOGDEGVKlUwYsQIkVNj/iyysrLQs2dPTtCGoaEhfHx8oKlZ/GwKyhzniKpPuL2KFSsiNDQU//zzj9SBghYWFjh58iQePXoEHR0duftalLK3S3Fev36N5cuXs8vz589HnTp1VNa+KowePZrzXZWWlgZXV9dip9O9fv065/ymKFHj+NLyXacuKSkpmDdvHmxsbDB79mx2mmlpLVmyhDeG19DQgImJCVq0aIG1a9fygiV//fVXbN26lVdXaXlPUlNT2ey6gPTjD3nG8S4uLpzsx/Hx8cWevwqjcTwhhBBCCCHFo2A9FevWrZvUP8poampi5syZnLKrV68qsluElA7a+kD1X0Q/FkHBeoQQQoiyiAqWSE9PV0nbEyZMYC/om5ub8+7gV6aIiAgwDCPTnzQ0NTWxa9cuTpaTqKgoNG3aFAsXLsTz58+RkZGB9PR0BAUFYebMmWjRogUbFCac5VDcRRrh91GR76GoukoKslGk4OBgzvZPSUnB27dvcfjwYXTp0oV9Xl5eHvbt24fWrVuLDBRRtD59+uDBgwcip5sTtX0UmVVJ+D0p7v0o2q4kN40VJZwFsn379lKtL5xxUJpgPeHgRmUclyIjI0UGaIr7K3rRU1xwp6g/a2trhfddFGdnZ5mPa56enkrp07Rp03DixAlO2ZYtW9CqlZjM6kUo+/tJ0v1IeN+Vdj8SFh8fj23btmHQoEFo1KgRzM3Noa+vL/KzUzQYOCMjQ2zAtjiq2I+ePn2K6dOn48WLF7zHTExMMGrUKNy5cwdhYWFYsmQJatWqpfA+qFO5cuUwePBgXLt2DZ8+fcLatWvRqFEj3vNSU1Oxf/9+TnCTMrm7u8t8PFi0aJHC+5Ofn4/BgwdzMkRqamrC29tbos+EMsc5ouoTdTyQN3uvMrL/Knu7iJOfn48RI0YgKysLQMFU37NmzVJJ2wBk/mwXnVJUEsbGxtiwYQOn7Pnz52jYsCHWrVuHt2/f4vv370hJScGDBw8wZswYdO7cmf3ekGQcX1q+65QlKSkJubm5SExMxLdv3xAZGYmQkBDs2bOHMxbIysrCmjVr0K1bN3z//l2pfRIIBBg3bhx8fX1F3sRSWt4TecYfWVlZnBsltLW10bp1a4nX19DQQLt27ThlpW0cTwghhBBCSFkmec5solZt2rThLCckJCAjI0OhmRkIKRVsfgMi7vDLPzwEcrMBLcXegUwIIYQQoEKFCryy5ORkhU8vJuzcuXM4duwYu7x58+Yym2GnJL///jtWrVqF2bNns2Xp6elYtmwZli1bJna9Tp06wc7ODps3b2bLxE1RXKFCBSQlJbHLisxeIFyXlpaW0j8fxTE0NIShoSFq166NQYMGwdfXF/369UNiYiIA4NmzZ3B3d8eFCxcU2q5AIEDNmjXRoUMHjBo1Co6OjmKfa2RkBE1NTc40f8p8T0Ttx6JIE2zKMAwn+5GRkZHUQWf29vacZeGpx0pqn5Rtq1evxqZNmzhlixYtwrhx4yRaX9nfT6rYj4r6+vUrZs6ciYMHD3KODdJISkqS6mK9uvYjDQ0NzJs3D/PmzVPJ1PZPnz5lvwPEycvLQ2ZmJpo0aSL2u1RelpaWmDFjBmbMmAE/Pz+4u7vT1H//b9y4cZzAXYFAgD179uCPP/6QaH3h/TMlJUWh/ZP1eKBuyt4u4mzbtg0PHz4EUPBe/vvvv2ViKmtZjBo1CkFBQdi1axdbVng8F77Bvqjhw4cjOTkZJ0+eZMtEHXtK65hRGQQCAYyNjVG1alU0btwYI0eOhLe3Nyfw8/r165g2bRp27Nih0LY1NDRQv359/P777xg9ejRv6tuixI0/FEUV44+4uDhOlsJ69epJnUTC3t4ehw4dYpdpHE8IIYQQQojiULBeGSHqomVycjIF65Efj01bACLuMs/NBKL8AeuSsy8QQggpYGGsh7sz2/HK8/PzkJb2v7uay5c3gIZG8dNOkeJZGEs+pWRpJOriwOfPn1GtWjWltZmcnIy//vqLXe7SpQv69++vtPZKg1mzZsHKygrjx4+X6EJq//798e+//2LGjBmc8uKC9d6/f88ux8XFydXfooTrKm1BlS4uLrh48SJat27NThV18eJF+Pr6wsXFReJ6OnXqxNveAoEA5cqVg7GxMSwtLSUO8BAIBDA1NcXXr1/ZMmW+J8Vd5CtXrhz7mZMmU0lycjJn6i1RGQRLUqlSJc5yScE0RQlnEFPl1H5Efrt378acOXM4ZRMnTsTixYslrkPU5zouLk5h30+S7kfCv73IkvEnPDwcbdu2RVRUlNTrFlUYzCApde1H+fn5WLZsGc6fP48hQ4Zg4MCBqFKlitLamzZtGm+6P3HOnz8vVXYhaeTk5ODKlSs4ePAgzp8/L/X79aOaM2cOdu/ezSnbsGEDhg0bJnEdwvtnXl4evnz5opBsdQzD4PPnz8W2V1qJ2i4JCQkyfWdLKjIyEvPmzWOXx44dy5n2/ke0c+dO2NjYYMGCBSXu1wKBABMnTsS6det4waiixpGlacyoDoMGDYKWlhbnXHDXrl2YOHFisQF1woYMGYKhQ4dyygQCAQwMDGBsbIzq1atL/B0obvyhKKoYfwiPuYXH5JKgcTwhhBBCCCHKQ8F6ZUR0dDSvTJk/uhCiNpYOgI4hkJ3KfyziNgXrEUKIFLQ0NVCtAj+wPy8vD6la/7tr39CwHDQ1KVjvZ2ZrawttbW3k5OSwZUFBQcVmDZPXpk2bEBMTA6Dgh/uimSp+ZIMHD0bXrl2xadMmnD59Gi9fvuQ8rqGhgY4dO2LcuHHo0aMHAPCmcxU3VVzdunUREBDALgcFBSms38J11a9fX2F1K0rLli0xePBgHDx4kC3z8vKSKljPwsICHTt2VFif6taty7nwWnQqKnlJ856YmJiwwXqFmaUkycyVlpbGWZblIpvwOqmpIsb5ErZvbGwsdfslqVKlCnx9fSV+/rRp0/Ds2TMAooM7xZF32tSyxsfHh5c9z93dnZMlVBLivp+cnJzk7mNGRgbevn3LKRO3HwkHV0jzOQaA7OxsdO3alReoV7t2bTg7O6Nu3bqwsrKCgYEBOx1uoXXr1uHatWtStVeUKvYjOzs7jB8/HkeOHMG3b984jwUHByM4OBgzZ86Ei4sLhgwZAjc3tx/u5lN/f38cOnQIR44c4Rz3ixIIBGjbti1Gjx6t4t6p1+rVq7F69WpO2cKFCzFlyhSp6hEVtBMUFIROnTrJ1T8AePv2LW+KRmnHOrdu3ZK7H7KoV68erywoKEih4xlhixcvZreXpaUl7/39Uc2YMQMDBgzA+vXrcf78ec5NMgCgo6OD7t27Y+LEiXB2dgYg3Ti+6LHjZxvH9+vXDzt37sSdOwWzrTAMg4MHD2LFihUS12Fra6uwz72BgQGsrKw412SCgoLQt29fhdQv6XtiaGgIDQ0N9uYZecbRP+I4nhBCCCGEkLKMgvXKiLt373KWa9SoIXXacnl8/foVUVFRSElJgZGRESpWrIiqVatyfkAmRCE0tQoC8t5e4T8WcQdoN1f1fSKEEEJ+cPr6+mjWrBk7lRUABAQEYOTIkUprs+h0renp6VJPrVmoXTtu9shJkyZJHQyiahUqVGCnv01ISEBMTAwSExNRqVIlVK9eHeXLl+c8/9WrV5zlZs2aiay3devW8Pb2ZpeDg4ORm5sLLS35T/uePn3KWW7VqnTeQNGrVy9OsN6DBw/U2JuC9+T+/fvssvB2lFVubi5CQkI4ZcW9J9WqVeNMWxUbGwtbW9sS2xH+LAoHMkhCeB1DQ0OJ1y0M6C1UvXp1qdsviZ6enlQXdotmlVR0cOeP4uzZs3B3d+dkZezduzf27dsn9W8I+vr6aNq0KR4/fsyWBQQEKCTYKTg4mDcVrbj9yMrKCgKBgJ3SLTY2Vqq2/vnnH05goLm5Oby8vNC5c+cS1923b59UbQlTxX5UuXJlbN++HRs3bsT58+fh5eWFK1euIDc3l31OXl4erly5gitXrqB8+fLo3bs3hg4dirZt20JDQ0PhfVKFDx8+wNvbG4cOHcKbN2/EPq9WrVoYOnQo3N3dlbL9S7MdO3bwMmxOmjQJS5YskbquWrVqwdzcHPHx8WxZQECAQoL1hL+ftbS00Lx5c7nrVYWaNWvCwsKCc1wKCAhQ6vdT0XF8TEyMzEE4NjY2nOVNmzZh8uTJcvRM+apWrYrNmzdj8+bNiIuLQ1xcHFJTU2Fubo5q1apxgvMZhsHr16856xc3ji86Zix6A448pB0zqlOvXr3YYD2gdIzjjx49yi4r6j2JiYnhZdYT955oaWnBwsKCDRr8+vWrxOd3P8M4nhBCCCGEkLKsbP4a9hPav38/Z7lr164qaffz58+ws7ODmZkZHBwc4OzsDAcHB1SvXh2VKlWCm5sbjh07xvuBmxC52DiLLo/yB7LSRD9GCCGEELm0adOGs3zx4kUa46lAxYoV0ahRI/z222+ws7PjXVTJysrCu3fv2GUtLS00adJEZF3CF3kyMzNx+fJlufv4/PlzTh9EtVVa1KxZk7OsyOmqZCG8nd69e8fLpiiLy5cv86aWKu49EQ6GlXQaTmNjY04QjXB2GEkIZ5iSZgpl4Yt8sgb1EtW5fv06+vXrxwnS+v333+Hj4yNzFl/hz/a5c+c49cvq5MmTnGUzMzPUqVNH5HN1dHRgaWnJLsfGxnKCEUvy33//cZZPnz4tUaAeAF6mOmmpcj/S0dFB7969cf78eURFRWHDhg1o3Lgx73lpaWk4cOAAOnTogBo1amD27NlyHxtv3boFhmGK/cvNzUViYqJcU+CmpKRg//79aNeuHWxsbDBv3jyRgXpGRkYYMWIE7t69i3fv3mHBggU/XaDCwYMHMWHCBE7Z8OHDsWnTJpnrFD4eCO/HshKup0mTJmVqykbhcfy5c+fU1JOfS5UqVdCkSRO0adMGderU4WXRjYiI4AQ7WVlZiZ0OXNSY8fnz53L3UdoxozqV9nH87du3ZRoLCxM+3mhoaKBFixZin1/0ezs/P5/3vS6O8JibxvGEEEIIIYSULpRZrwy4dOkS564yAPDw8FBJ25mZmbw7AAt9+/YNZ8+exdmzZ1GzZk3s27ePTfGvSJ8/f8aXL1+kWicsLIyznJaWxk77REoP4bvzCpc1KjuivKgV8nOR8eYGcm3aiXqUEEJ+SHl5eWzAVGHARF5enlzZbYUDsCgg68cgHDSQn58v1Xvr6uqKtWvXsstRUVG4ePEiunXrprA+FlWYnUgZ9Ur6uovuX/JSZF1FXb58mTP9o7OzM7S1tUW2Vb9+fdSpU4eTvWn//v1y3+gjfOOQqakp2rRpI9XrFX6/lbW9hOsUt60KCe830nx+JOHs7AwTExNOBhofHx92Si9Z2/L09OQs161bF3Xr1hVbX8OGDTnLr1+/lvhCbbVq1fDhwwcABUEq4eHhUl1sE57mq1q1ahK/buFz0QYNGqj9O6voZ1nRnxdZKPIzLG9d9+/fR48ePZCVlcWWtW7dGidOnICmpqbM/XJzc8PGjRvZ5fj4eFy4cAF//PGHTPUBBZmGimYiLWynuD42atSIzWyTm5uLt2/fonbt2iW2lZ+fD39/f3a5SZMmaN68ucTbQziITdrjZ9FAMi0trWKPFYpUqVIlTJo0CZMmTUJgYKDYKWKjoqKwZs0arFmzBg4ODhg0aBAGDBgAc3NzhfdJ1jFwbm4url27Bm9vb5w7d44X+FJIQ0MD7du3x9ChQ9GzZ082cEdVx4nSdDw4deoUhg8fzjlm9u3bF//8849Uga7CevbsiVOnTrHLgYGBCAoKEhkUKqmEhARcuHCBU1bS8UDRhLeJtPt5jx49cOzYMXb54cOHePbsGRo0aKCwPhalrHG8uPMXScskoci6SnL+/HnOcufOncW2JWrMuG/fPmzYsEGuPkg7ZhRF1DheWpIcf6Udxwv3S9rz35J0794dU6ZMYevMzs7GoUOHeEHI0vLy8uIsd+jQAQYGBmL73qhRI07WxVevXsHKyqrEdipXrgwdHR1kZ2cDKBgPZGZmSjVbU3BwMGdZmnG8usYfhBAu+g2YEELUg46/ipWXl8eO/wvPn1NTU2W+MbhQWpp6k0RRsF4p9+3bN4wZM4ZT5ubmVuqmYggPD0eHDh2wYcMGTJo0SaF179y5U6bpMYp68uSJ2u/GIyV78uRJwT9MPjprGUI3N5X3nOj7R/AqUrX9IoQQdRIIBDAzMwPwvylH0tLS5B6EFpWRkaGwuoj6fP/+nbecmsr/LhWnQYMGaN68+f++jwEsX74crVu3Vsr0dEOGDOFNYSuJMWPG4PPnz+zysmXLOIFIVatWlfh1p6enS7WNVFVXUcLBJAMHDiy2nZEjR2LmzJns8rlz53D37l2x2fhKEhMTw5uCcciQIcjPz5fq9RYNOASUt72EsxuZmZkV207hxatCOTk5Cu/X4MGDsX37dnb54MGDGDduHKysrGQ6/j579oyXMWfUqFHF/rhQv359znJgYKDEr7Np06ZssB5QEEA6ePBgift7/fp1znLjxo0lbvvZs2fs/8bGxjA3N1fK50YaRX9cU8bnRVrCx/68vDyZ+yRPXSEhIXB1deV8ph0cHODt7Y3c3Fy5tlOjRo3QtGlTBAYGsmWLFy9GmzZtZB4P7d69mzOVJlCQ8au4fjZs2BBXrlxhl/39/cVmSCqqcMq6QjY2NhJvj7CwMDZAsJA0x0/h7Kz16tVDTk4O75isbLVr18bSpUuxYMECXLt2DT4+PvD19eX1IygoCEFBQZg1axbatWuHfv36oVu3brxsVYpS0jE4JCQER48excmTJzljD2G1atVC//790b9/fzaAQt7PvSwU+Z0mT12+vr4YPHgw53jZqVMn7NixQ6ZpGIv6/fffeVO+zp8/nzdeksaSJUs4r1dfX7/E8ZaiCW/vzMxMqdrv1KkTqlWrhk+fPrFlixYt4gVqKcqMGTMwbNgwqdfr2bMnZ3n37t2oXLkyu1yrVi2Rr1vU50bW90eRdZXEx8eHs9y/f/9i2xIeM+7btw+jRo2SKDBLFFnGjKIIX1hUxPYSdfwtesMRUJCBvLi2hL9DsrOzFfpempqaonv37jh79ixbtm7dOvTp04eXDV1Sly5d4oxngIL3pLh+29nZcZafPn1abCa+oho3bsxO35udnQ1fX1/89ttvEq3LMAz8/Pw4ZQ0bNpRoG5eW8QchhI9+AyaEEPWg46988vLyOEF6AHD37l25byT7+PGj3H2TBwXrlWL5+fkYPHgwZ4oiY2NjbN26VeltGxkZoXPnzvj9999hb28PGxsbGBkZISMjAzExMXjw4AE8PT1x7949dp28vDxMmTIF5ubm6N+/v9L7SH5gAg18KW+HqkmPeQ+Zpb5SQ4cIIYSQn8PEiRM5QTj+/v7YsWOH3NkDAgMDUb16dVSqVIktq1WrFmrVqiV1Xbq6upzlJk2ayDWdXWn26tUrnD59ml2uWLFiiZkOBw4ciFWrViExMRFAwTnF1KlTce3aNWhpSX/6N2fOHM4FGW1tbYwaNUrqelSlaCANAKVllJHG6NGjsXv3bvbiVFpaGmbNmoXDhw9LXVdeXh6mTp3KuWhaoUIFDBgwoNj1HB0doa2tzfZBOEtGcVq1asX5HPr4+EgcrPfu3Ts8fvy/Mb2uri4cHR0lWvfz58+c6bNatmwpYY+Jqr158wa9e/fmZLOvX78+Tpw4ASMjI4W08ddff3GOPSEhIdizZw/Gjh0rdV0xMTFsdstCHTp0QL169YpdT/gzGBwcLFF2P+EfDqW5UC0cLC2tFy9ecAIFf/31V7nqk5e2tja6deuGbt264evXrzhx4gR8fHx4Uz3m5eXh+vXruH79OgwNDfHHH3+gf//+aNWqlVJuICgqJiYGx44dw9GjR0VOb1vI2NgYbm5uGDhwYKm7oVad7t+/D3d3d07wWZs2bXDgwAFoa2vLXb+2tjZGjhyJZcuWsWWXLl3CpUuXZMok/Pz5c+zevZtT1r9/f6mmeiwNtLS08Ndff2Hu3Lls2ZkzZ+Dm5oYePXrIVfe1a9fQqVMnTplwxl5ZtWjR4oedHvr69eucm6Ds7OzQrFmzYtcpDWNGdbp69SpnuTSM48eNG8cJ1ouJicHKlSuxcuVKqetKS0vD7NmzOWV169ZFx44di11P1PhDUr/++isbrAcUjOMlDdbz8/Pj3DBQpUoVic/fS9v4gxBCCCGEkNJIub9wEbnMmDEDly9f5pTt3r0b1apVU2q769atQ3R0NI4ePYrhw4fD0dERFSpUgJaWFoyMjFCvXj0MHz4cd+/exalTp2BiYsKuyzAMRowYQVnsiNy+GtqJLDfO/AhtERn3CCGEECK/bt26oXv37pyypUuX4sSJEzLXefToUV62JVKyzMxMTJ48mXOBbcGCBbxgRWEGBgZYs2YNpywoKAjjxo2Tetq5lStX8rJxzJ07F1WrVpWqHlUJDQ3lZTCRdwpgRahWrRpmzZrFKbt48SKWLl0qVT0Mw2DChAl4+vQpp3zdunUoV65cseuWL18ev/zyC7scHBwsdhpHYX369IGBgQG7/PDhQ1y8eFGidefPn89ZdnNzg7GxsUTrPnjwgLPcvn17idYjqvXhwwf06tULCQkJbJmtrS1Onz6NChUqKKyd3r17o0OHDpyyhQsX8i7slyQpKQl//vknJwi5fPnynGngxfn11185Gd6EP6PiFP6eUiggIIBzAVuc58+fyx2sV3TaPKB07UeVKlXC2LFjcefOHdy9exfjxo1js0kXlZqaCh8fH7i6usoddFSSCxcuoFGjRliyZInIQD1NTU106NABe/fuxZs3b7B582YK1CsiKCgIAwYM4Hy/ODk5wcfHB3p6egprZ/z48bxMU2PHjuVNu16Sjx8/YsCAAZyxlqWlJRYsWKCQfqrayJEjeQHxf//9N+7evStTfQzDYPv27Rg0aJAiuvdTSUhI4I39li9fXuJ6pWHMqC537tzBjRs3OGVdunRRU2/+p3nz5nB3d+eU7dq1izeVbUmysrIwZMgQTvZLTU1NbN68GQKBoNh1a9WqxQlqlXT8ARRkRC9a//HjxyUK9svLy8OiRYt4dUmqNI8/CCGEEEIIKS0os14ptXXrVmzcuJFTNnPmTPTr10/pbfft21fi5/bs2RMWFhZo3749+2NcRkYGVqxYgW3btimkP+PGjZOqT0DBVDFubm7scvPmzXlTPxH1S09P59xl2rx5c/ZCoCDJBtjPn65DAAZta2ght4700+YRQkhZlJeXx97NXJhJpHz58jJlyCpaZ9HAqXLlyil0Wl2iHsIXQfX09Nipk6Xh5eUFR0dHdtrL3NxcjBkzBh8/fsSMGTMkvsDz/v17zJw5E2fOnAFQEEQmS3+ECWfU0dfXl7leRfVJkrpSUlKQnp4OCwuLEutKTEyEu7s7/P392bJWrVph/PjxJV7MAQqmcrx16xYncO348eNgGAY7duxAxYoVi10/MzMT8+fPx5YtWzjlv/32G+bNmydTViPhbDritldqairmzJmD2bNnSxUU+OLFC/Tt25eTyadGjRoYPHhwsdMn6ujo8PqpqM9EUQsXLsTt27c5F8w3bdqE79+/Y/Xq1ZxgOFESExMxYcIE/Pfff5zywYMH8y4givPHH3+wmdGzs7Px7NmzEjN5AAVTsA8bNowzLduECRNgZ2eHxo0bi11v8eLFuHbtGrusoaGB6dOnS7x9i54nAAXnnsp4b6RV9PtSWZ8XaQgf+zU1NWXuk7R1xcTEoFevXpzpKKtXr47r168rJVPSgQMH0KRJE3z9+hVAQYY6Dw8PbN68GSNGjCjx+Pj69Wu4u7vj5cuXnPJNmzbB3t6+xPYNDQ3Rrl07XLp0CUBB1lgNDY0S91+g4Fy38OJ6XFwc9uzZw5myXFhYWBgGDx4sMgufNN9djx49Yv8vV64cunbtWioDNVq2bImWLVti48aNuHz5Mg4ePIiLFy/ypgZNTU2Va58raQycnZ0tMrC9fv36GDJkCAYPHgxLS0uZ21c2RX6nSVvXy5cv0bdvX04gbJMmTXD58mXOTb6KYGhoCB8fH7Ro0YKdvjs1NRV9+vTBnj17JArqfPjwIdzd3TlZowQCAfbv36+WTG/C21vW8e1///2HZs2aITk5GUBBJq++ffti7dq1GDNmjMTnkCEhIZgyZQru3LkDAEr7rpP0eCbqOCvP+F/auuLj46GrqyvRZzk6Ohp9+/bF+/fv2bIBAwbA1dVVov6JGzNmZ2dj5cqVKhkzChP+rUDc9goNDcXBgwcxbdo0XsB+ccffO3fu8PrWvHlz/P7778V+twufX+jo6Cjls7pt2zY8fPiQM03vtGnTkJqaipkzZ5a4X0VFRWHEiBG4desWp3z27NlwcXGRqA/du3fHzp07ARSMv+Lj4yXKcufg4IBu3brhwoULAAqyrnt4eOD27dtiz7UYhsHIkSPx4sULtszAwAATJkz44cYfhPwM6DdgQghRDzr+KlZubi57TaJwTFqvXj25t+nr16/l7ptcGFLqeHt7MwKBgAHA/nl4eDD5+fnq7ppYixYt4vS3QoUKTF5entr68+LFC05/Xrx4oba+EPGSk5OZM2fOsH/Jycn/ezA/n2E2NmSYRUb8v/NT1NdpQghRsZycHObVq1ecv5ycHLnqzM3NZRITE9m/3NxcBfWWqJOnpydn/OPp6SlzXcHBwUzFihU59QFgrKysmBUrVjBBQUEi1/vy5Qtz4MABpmfPnoyWlhZn3YiICJn7U1SNGjU49fr5+Um8rvDrkadP0tb1/PlzRkdHh+nfvz9z8uRJJiEhgfec6OhoZsuWLUzlypU5dVeqVIkJCwuTqn8pKSnML7/8wuunmZkZs2LFCiY8PJy3TlxcHLNt2zamVq1avPVq1arFxMTESNWHotzd3SXaXomJiQwARltbm+nevTtz4MABJiwsTOS5UFZWFnP//n1m7NixjLa2Nqd+gUDAnDt3rsR+CZ/HuLu7y/waSxITEyNy21pbWzObN28WuX0jIiKY1atXM1WqVOGt16JFCyY1NVXi9j99+sQ5zxw/frzE66akpDDW1tac9g0MDJj169cz37594zz3+fPnTK9evXj9nTVrlsTt5efnM1WrVmXXbdmypcTrKpuzs7NKPi+SEj72Ozs7q6Su9PR0pkGDBpzna2pqMjt37mR8fX2l/svMzJSoj7du3WL09fV5n6/WrVszPj4+TFpaGm+dJ0+eMJMmTWJ0dHR460mzHzBMwe81Rdc/fvy4ROvt3r2bd4yaNm0aEx8fz3nely9fmPXr1zPGxsbs8+rWrSvTd1dqaiqjp6fHrjdgwACpXqu6ff36ldm2bRvj6OjIvgZ7e3u56ixpDFx0HzA1NWX++usv5vHjx3K1qUqK/E6Tpq6YmBjG0tKS9x3h4+Mj0/FAUkeOHGE0NDR4+/Uff/zBnD17lsnKyuI8Py8vj/Hz82M8PDxErrdu3TpZN5fchLe3NONbYdeuXRN5nKxbty6zadMm5s2bNyLX+/TpE7Nr1y6mU6dOvN+lFUXWsXhERARvXVnJUtf58+cZAwMDZuTIkczly5eZlJQU3nPCwsKY5cuXM4aGhrwx9NevX6Xqo7rHjMKKjn2K215BQUEMAKZcuXJMv379mOPHjzMfP35kGIZ//E1NTWV8fX2ZAQMG8D5vurq6TEBAQIn9Ej6/WLRokcyvsSQvX75kzMzMeNu2cePGzJ49e0Se2718+ZKZP38+Y2RkxFuvR48eUv2uc//+fZmPV58+fWJMTEw461eqVInZt28fb9z08OFD5rfffuP1d9euXRK3V9bHH4T8aOg3YEIIUQ86/iqWMq6TMoz6Y4ooWK+UOX/+PO/CZq9evUr9Dvzt2zdGU1OT0291/qCp7h2LSKbYYD2GYZjT40QH621tqp4OE0KIGlCwHpGUIoP1GIZhXr16xQsQKPpXvnx5xtbWlnFycmLq16/PmJqain2usbExLyBBVmU5WE94napVqzJNmzZlmjZtylhaWvIuVBVeSJHkYpUoycnJTJcuXcS+LxUrVmQaNWrEODg4MObm5iLbB8A0a9aMiY6OlqkPhaQN1hP+MzQ0ZGrXrs04OTkxzZo1Y2rXrs0L0Cv8EwgEzN69eyXqlyqD9RiGYT5+/Mg4ODiI7be5uTnTpEkTpnHjxkylSpXEvnedO3fmj50l0L59e7YOKysrqW4I8/f3F7mfa2trM3Xq1GGaNWvGWFlZie2vcNBEcZ48ecJZf8eOHVK/VmWhYL0CooId5PmT5nh89+5dXlBz4Z+WlhZTrVo1plmzZkzdunV5QRNF/+bOnSv1TZHp6elM+fLl2TokvQCdnZ3NNGnShNcHDQ0Npm7duswvv/zC1KpVi/e7yty5cyU+fgo7duwYZ72LFy9K9VpLkxcvXjDTp09nunTpIlc9JY2BDx8+zHTr1o05duwY8/37d7naUgd1Bev5+fkp9HggjVOnTjEGBgYi69HV1WWsra0ZJycnplatWky5cuXEHjfU/T2jyGA9hmGYe/fuMRYWFmK3sbGxMVO7dm2mefPmTJ06dYo9VlapUkUxL5Ip28F6RZ8vEAgYa2trplmzZoy9vT1jbm4uctvZ2toy79+/l6mf0dHRTLNmzUTWq4oxY1HSBusJ/5mamjJ169ZlHB0dGXt7e8ba2pr3fVd0v7106ZJE/VJlsB7DFJwf16xZU2S/NTU1GUtLS6Zp06ZMgwYNij039vDwkGpcXMjW1patQ9obWS5cuMDo6ury+qKvr8/Y2dkxjo6OYsdWw4cPl6qtH2n8QciPgH4DJoQQ9aDjr2L9qMF60s9fRJTGz88Pffv2RW5uLlvm4uKCI0eOlPq0mKampmjatCmnLDQ0VE29IT8MW2fR5QlhQHK06McIIYQQohD169fH06dPMX36dN7UXEDBtFrv37+Hv78/Xr9+jcTERN5ztLW18ffffyMsLAyVK1dWRbfLlKioKAQGBiIwMBAxMTFgGIbzeKtWreDv7w9HR0eZ6jcyMsKFCxewadMmkVMWJSQk4Pnz5wgKCkJ8fDyvfV1dXcyZMwf37t1T+7R/qampePfuHfz9/REQEIB3796JnB6ydu3auHHjBkaMGKGGXpbM0tISly9fxrRp06Crq8t5jGEYxMfHIzg4GM+ePWOn+izK0NAQGzZswMWLF2FkZCR1+3/99Rf7f3R0NG7evCnxus2aNcOdO3dga2vLKc/JycHbt28REBDAmU6wkIeHB86dOyfyOCLOoUOH2P8NDQ0xePBgidclP77WrVsjODgYvXv35j2Wm5uLT58+ISAgAKGhoZwpOQvZ2Njg8uXLWLFihURTixdVrlw5zlR9586dE9mGMG1tbZw9exa1a9fmlOfn5yM0NBSPHz9GWFgY8vLy2MemTp2K5cuXS9W/ooruRzY2NujcubPMdalbgwYNsG7dOnYKYmUZNGgQLly4gL59+/KO0aR06tmzJwIDA9G2bVveY1lZWYiMjIS/vz/CwsI4UxAVsre3x/379zFu3DgV9FZ1WrVqhWfPnmHYsGHsVEFFJScn4927d3jy5Anevn0r8jhmYGCAhQsXIiwsTBVdLlMYhkFkZCQCAgIQEhKC+Ph43nNcXV3x+PFj2NjYyNSGpaUl7t27h3nz5qllzKhIiYmJCA0NxdOnTxESEoLIyEjO912hZs2a4dGjR+jSpYsaelmywvPjMWPG8ParvLw8xMTEIDAwEC9fvhR5bly5cmUcPHgQnp6eUo2LCxUdxz969EiqfbNbt264evUq75w8MzMTr169wtOnT/H582fOY5qampgzZw727dsnVT9/pPEHIYQQQgghykTBeqXE48eP4erqiu/fv7Nlv/76K06fPi3TyZs6VKtWjbP85csXNfWE/DBsfhP/WMQd1fWDEEII+UkZGBhg3bp1iIyMxOLFi2FnZ1fiOlpaWnBycsKmTZsQExODbdu2oVKlSirobelWtWpVTJ06FXXr1i32eQKBAK1atcLRo0dx9+5dWFtby9WuhoYGJk+ejA8fPmDlypUSvYc1atTArFmzEBYWhpUrV6o0YMHY2Bi3b9/GrFmz0Lx5c4nOhbS1tdGhQwccPnwYz58/R7t27VTQU9np6upi/vz5CAwMxKxZsyR6j+vVq4fly5cjMjISU6dOFXnhXRI9e/ZEjRo12OW9e/dKtX7Dhg3x6tUrrFu3jhe0V5SWlhY6dOiAu3fvwtPTE9ra2hK3kZWVBW9vb3Z52LBhar/ITEofCwsLnDhxAgEBARg2bBhMTEyKfb6mpiZ+++03eHp6IjQ0VK4Lx5MmTWKD/NLT0+Hj4yPRetWrV4e/vz/+/vtv6OnpiX1eixYtcPXqVWzYsEHqYMJCsbGxnMC2CRMmyHzcIKS0q1OnDvz8/HDjxg307dsX5cqVK/b52tra6NKlC06ePImgoCA0b95cRT1VrUqVKmH//v14+/YtZsyYIVHQmK6uLpydnbFnzx7ExsZiyZIlMDAwUEFvSzd7e3v89ddfnDGUKJqamvj9999x9epVnD17Vu5zIF1dXSxfvhzh4eGYM2eOSseMsmjQoAGuXLmCiRMnonHjxhIlH9DX10ePHj1w5swZPHr0CE2aNFF+R+VgbGyMf/75B69fv8aECRNgbm5e7PMFAgEcHR2xZcsWREREYMiQITK3PXLkSHZ/ZBhG6iA6Z2dnhIWFYe7cucXeiKWnpwc3NzcEBQVh5cqVUrVB4w9CCCGEEEIkJ2CE0ycQlXv27Bnatm3LuePKwcEBfn5+MDY2VmPPpNO/f38cPXqUXV69ejVmzZqllr68fPkSDRs2ZJdfvHiBBg0aqKUvRLyUlBT4+fmxy+3ateNfiNveHPgqIkuj/QCg5z9K7iEhhKhfbm4u3r17xymrXbs2tLS0ZK4zLy+Pkz3B0NCw1GfxJSXz8vLCsGHD2GVPT094eHgovJ0vX74gKCgIkZGRSExMRE5ODoyMjGBqagpbW1s0bdoU+vr6Cm/3R/LlyxcEBwcjIiIC3759Q25uLoyMjGBjY4NffvlF6VkIY2Ji2PcwOTkZDMOgfPnyqF69Ouzt7YsNwpKVh4cHDhw4wC5HRERIdMExKysLr169Qnh4OGJjY9ljl7GxMUxMTFCvXj00atSozNzgJO74GxERgZCQEHz8+BGpqakQCAQwMjKCtbU1HBwcYGVlpbA+bN++HRMmTABQcBE4MjISVapUkamuN2/eICgoCJ8/f0ZGRgYqVqwIKysrtG7dWuZz2YMHD7KZy7S1tREaGipzVhry88jPz8fz58/x6tUrxMTEICMjAzo6OqhQoQJq1qyJZs2aKTTos0+fPjh58iSAgiCO4OBgqdZPS0vD3bt3ERYWhuTkZOjr66NatWpo0aIFqlevLnf/li5dikWLFgEAKlSogIiICAp6BY2BfxY5OTkICgpCaGgo4uPjkZmZCV1dXVSqVAm1a9dGs2bNSt1YdfHixViyZAm77OfnJzJboLyioqLw7NkzfPjwAcnJycjLy4OxsTEqVKiA2rVrw97evsyMqdQlOjqazQ6XnJyM/Px8GBsbo3bt2vjll19KDB6XlyrHjIXatm2L27dvs8uSXk5KT09nx/FxcXFISEiAhoYGjIyMYGFhgUaNGsHOzq7MH4dfv36Nly9fIioqCmlpadDU1ISJiQlsbW3h6Oio0BvXpk+fjg0bNgAoyNT38eNHmW+sCg4OxsuXL/H582dkZWXBzMwM1apVQ+vWrUsMehaHxh+ElD40/iWEEPWg469iKeM6KaD+mCL5ek/kFhoaChcXF06gXv369XH16tUyFagHAHFxcZxlMzMzNfWE/FBsnUUH672/DTAMIGOmAUIIIYTIxszMDJ06dVJ3N8o0MzMzuLi4qK19S0tLtU9rKyldXV04ODjAwcFB3V1RKhsbG5UFpI0aNQpr1qxBVFQUsrKysHXrVqmzZhSqV68e6tWrp9D+rV+/nv1/2LBhFKhHJKKhoQF7e3vY29urpL3Fixfj1KlTYBgGISEhuHbtmlTfjeXLl1faNH+ZmZnYvn07uzx9+nS6UE5+Ktra2mjevPkPmzFPHlWrVkXVqlXV3Y0yzcrKSikBcZJS5ZhRXgYGBnBycoKTk9MPfbGyfv36qF+/vkramjlzJv755x+kp6fj8+fPOHDgAEaPHi1TXU2aNFFoJkMafxBCCCGEECIdykGtRh8+fEDHjh3x+fNntszGxga+vr5lLtAtKysL/v7+nDLhaXEJkYmNs+jy1BggIVy1fSGEEELKkGHDhkEgEHD+bt26pe5ukZ/A4sWLeZ+9oln1iHrp6upi4cKF7PKuXbuQkpKixh79z8WLF/H8+XMABVNwzZ8/X809IkS0hg0bYsCAAezymjVr1Ngbrv379+PLly8ACrLuFGbSJISUHe3ateONpSIjI9XdLfIT8PDw4H32imbVI+pVuXJlTJo0iV1ev3498vLy1Nij/6HxByGEEEIIIdKhYD01iY2NRYcOHRAVFcWWWVlZ4caNG2q9O09W//33HzIyMthlXV1dtGrVSo09Ij8M61aAQMyhKuKWSrtCCCGEEELIj2DEiBFsJo2kpCRONjt1YRgGCxYsYJenT59ON4CRUm3NmjXsNHE3b97EzZs31dyjgqw2RTNlrly5EuXLl1djjwghhBCiSHPmzGGzpL97965U3BRF4w9CCCGEEEKkR8F6avDt2ze4uLggPPx/WcHMzMzg6+tbZtLYFxUXF4d58+Zxyjp16sT+aE2IXPRNAQsxUxm9pzs7CSGEEEIIkZaGhga2bdvGLm/cuBHx8fFq7BFw9OhRBAUFASiYpm/OnDlq7Q8hJalatSrmzp3LLs+ePVuNvSmwZcsWxMTEAAAcHR0xbNgwNfeIEEIIIYpUvnx5rF27ll1evHgxvn//rsYe0fiDEEIIIYQQWQgYhmHU3YmfSWpqKjp06MCZMtbExAR+fn5sZgNFiYyM5AX/RUREwNraWuTzY2Nj8c8//2Dy5MkwNTWVuA03NzeEhISwZQKBAAEBAWjatKnMfZfXy5cv0bBhQ3b5xYsXaNCggdr6Q0RLSUmBn58fu9yuXTsYGRnxn+i7CLi/mV+ubwrMeA9oUNwxIeTHlZubi3fv3nHKateuDS0tLZnrzMvLQ2pqKrtsaGgITU1NmesjpUNsbCxevnxZ7HMcHR0lHucRIqv379/j/fv3xT6ndevW0NPTU1GPSg86/hJCiPrQMZiUVjR2IqXFq1ev2KArcTp27Ch1vXT8JYQQ9aDjLyGEqAcdfxVLGddJAfXHFMnXeyI1V1dXTqAeAEydOhVfv37F9evXpapL0Rdbs7KysHTpUmzcuBGurq7o3bs3WrRowaZVLyosLAxeXl7Yvn07kpOTOY9NmjRJrYF65Adk85voYL3MRCD+ufjMe4QQQshPxMLCAhYWFuruBiGwtbWFra2turtBCCGEEFIm0NiJlBZ2dnaws7NTdzcIIYQQQggh5IdHwXoqduvWLV7ZwoULZarLz88Pbdu2la9DIqSlpcHHxwc+Pj4AgIoVK6Jy5cowMjJCZmYmYmNj8eXLF5Hr9u3bFxs2bFB4n8hPrnpLQFMHyMvmP/b+NgXrEUIIIYQQQgghhBBCCCGEEEIIIYSQUo+C9UiJEhISkJCQUOxzdHV1sXLlSkyZMgUCgUBFPSM/DZ1yQNXmwId7/Mci7gCtJqq+T4QQQgghhBBCCCGEEEIIIYQQQgghhEhBQ90dIKWHubk5tmzZAjc3N5ibm0u0To0aNTB//ny8f/8eU6dOpUA9ojw2v4ku//AAyBWRcY8QQgghhBBCCCGEEEIIIYQQQgghhJBShDLrqRjDMCpry9raWqr29PX1MXHiREycWJClLDY2FqGhofj48SO+fv2KjIwM6OjowNTUFJUrV4aTkxMsLS2V1X1CuGydgVsr+eU56UD0U6BGS9X3iRBCCCGEEEIIIYQQQgghhBBCCCGEEAlRsB4Ry8LCAhYWFuruBiEFrBwBbYOC4DxhEXcoWI8QQgghhBBCCCGEEEIIIYQQQgghhJRqNA0uIaRs0NQGavwq+rGI26rtCyGEEEIIIYQQQgghhBBCCCGEEEIIIVKiYD1CSNlh6yy6/NMTIFtExj1CCCGEEEIIIYQQQgghhBBCCCGEEEJKCQrWI4SUHTZigvXyc4CPj1TbF0IIIYQQQgghhBBCCCGEEEIIIYQQQqRAwXqEkLLDvCGgX0H0YzQVLiGEEEIIIYQQQgghhBBCCCGEEEIIKcUoWI8QUnZoaAA2bUQ/9p6C9QghhBBCCCGEEEIIIYQQQgghhBBCSOlFwXqEkLJF3FS4sSFAZqJq+0IIIYQQQgghhBBCCCGEEEIIIYQQQoiEKFiPEFK2iAvWAwNE3lNpVwghhBBCCCGEEEIIIYQQQgghhBBCCJEUBesRQsqWijUBIyvRj9FUuIQQQgghhBBCCCGEEEIIIYQQQgghpJSiYD1CSNkiEIjPrhdBwXqEEEIIIYQQQgghhBBCCCGEEEIIIaR0omA9QkjZY/Ob6PKvb4GUWNX2hRBCCCGEEEIIIYQQQgghhBBCCCGEEAlQsB4hpOyxFZNZDwAi7qiuH4QQQgghhBBCCCGEEEIIIYQQQgghhEiIgvUIIWWPkSVQsbbox2gqXEIIIYQQQgghhBBCCCGEEEIIIYQQUgpRsB4hpGwSNxVuxB2AYVTbF0IIIYQQQgghhBBCCCGEEEIIIYQQQkpAwXqEkLJJ3FS4yZ+Ab+9V2xdCCCGEEEIIIYQQQgghhBBCCCGEEEJKQMF6hJCyyboNAIHox2gqXEIIIYQQQgghhBBCCCGEEEIIIYQQUspQsB4hpGwqVwGo0kj0YxF3VNsXQgghhBBCCCGEEEIIIYQQQgghhBBCSkDBeoSQskvcVLgRd4D8fNX2hRBCCCGEEEIIIYQQQgghhBBCCCGEkGJQsB4hpOyyaSu6PCMB+PxSlT0hhBBCCCGEEEIIIYQQQgghhBBCCCGkWBSsRwgpu6q3ADS0RD9GU+ESQgghpUrbtm0hEAjE/llbW6u7i+QnYW1tXexnsW3bturuIgEwatQo9j3p27evuruDzp07s/2ZOnWqurtDSJl37949dp8qX7484uPj1dqfhw8fsv0xNDRETEyMWvtDVIvGqWXH4sWLi32vBAIBIiMj1d1NpfDy8irxtd+6dUvs+pGRkSWuv3jxYpW9HvLzunXrVomfRS8vL3V386ci7/FF3by9vdl+VqtWDd+/f1drf1avXs32x8nJCQzDqLU/hBBCCCmdxES5EEJIGaBbHqjqBHx8yH/s/W2g5XjV94kQQggpJRiGQWRkJJ4/f46oqCgkJSVBV1cXpqamqF27NpycnKCnp6fubioUwzAIDQ3F69evERUVhbS0NAgEApiamqJChQpo2LAh6tWrB4FAoO6ulgkJCQm4d+8eYmNj8e3bN+jq6qJGjRr45ZdfUK1aNaW0mZ+fjxcvXuD169eIiYlBeno6dHR0UKFCBdSsWRPNmjWDoaGhUtqW1cePHxEWFoaPHz/i27dvyMjIgL6+PoyNjVGrVi04OjqWuj5LIzc3F8HBwQgNDUVcXBwyMzOhq6sLMzMz1K5dG46Ojgo/lgQEBGD//v0AAC0tLaxYsUKh9cti5cqVuHbtGhiGwfbt2zFmzBjUrVtX3d0qc6Kjo/H8+XNERkYiKSkJmpqaMDU1hbW1NX755Zcyva/IS53b5sOHDwgJCcGHDx+QmpoKgUAAY2NjWFtbw8HBARYWFgptLz8/HxMmTGCXp06dCnNzc4W2Ia2WLVvC1dUV586dQ1paGmbPno2DBw+qtU+EyOrLly94/vw5wsPDkZiYCIZhYGpqiqpVq6JFixaoUKGC0tqOi4tDUFAQIiIikJycDIZhYGhoiOrVq8Pe3r7UBT7m5OQgNDQUL1++RHx8PFJTU1G+fHlUrFgRjRs3RsOGDaGhobh8Bx4eHjhw4ACcnZ1LdeCLPDIzMxEUFITw8HB8+fKFHRvr6enB3NwcDg4OP/X3vbRevHiBkJAQfPnyBenp6TAxMUG9evXw66+/Ql9fXyltpqWlISAgAOHh4UhISEB2djbKlSsHKysr1KtXD40aNVLofiGv7OxsvHnzBpGRkYiOjkZqaipycnJgZGTE7sv169eHpqamursqs8TERAQEBOD9+/dISkpCbm4uypcvj6pVq6JBgwaoV6+eurvIkZ+fj7CwMDx//hyxsbFISUmBvr4+KlSogPr168PBwQHa2toKaSstLQ0zZ85kl5csWaL237omTpyIrVu3IjY2FgEBAfD09MTw4cPV2idCCCGElD4UrEcIKdtsnEUH6324D+TlAJqKOekjhBBCyoLExEScOXMGV65cwc2bN/H161exz9XW1ka3bt0wefJkODs7q7CXinf//n3s27cP586dQ0JCQrHPNTY2Rrt27TBkyBB0794dOjo6CunDgAED8N9//3HKatSoIXFmDy8vLwwbNoxdlucCnrx1Xb58GcuXL8ejR4+Qn58v8jktWrTAvHnz0L17d5n6KCwwMBA7d+7EqVOnkJiYKPZ5mpqaaNOmDTw8PDBo0CBoaan+lPbly5c4duwY7t69i8DAQCQnJxf7fIFAgPbt22Ps2LHo2bOnVG1ZW1vjw4cPxT5HQ0MDxsbGMDU1Rf369eHk5IS+ffvCzs5OqraE3bp1C7t378b58+eRnp4u9nm6urro2LEjRowYATc3N4UEw06ePJn97A0dOhR16tSRu055NW3aFL169cLJkyeRk5ODadOm4cKFC+ruVqmXnp6OCxcu4PLly7hx4waioqLEPldTUxPOzs6YNGkSXF1dld63yMhI2NjYcMpkzXohS13q3jaxsbHYsWMHjhw5gvfv3xf7XDs7OwwePBhjx46Fqamp3G3v27cPwcHBAAATExNMnz5d7joVYfny5Th//jwYhsHhw4cxYcIEODk5qbtbpIwQ/v6LiIiQOTBN2rqys7Nx9epVXLx4ETdu3EBYWFixdTs5OWHChAno37+/QsZSSUlJ+Oeff+Dt7Y0XL14U+1wbGxv0798ff//9NywtLeVuWxYRERE4ceIEfH19ce/ePWRmZop9rrGxMQYPHoxJkyahdu3aKuxl2fL9+3ccPnwYR44cwd27d5GTk1Ps821tbeHm5gZ3d3c0btxYIX2Ii4uDnZ0d71xi0aJFEmcMbNu2LW7fvs0ue3p6wsPDQ6b+yFNXWloatmzZgp07d4rN9Kqvr4/+/ftj8eLFqF69ukx9LCo3NxdHjhyBp6cn7t69i9zcXLHPNTU1Rc+ePTFu3Dg4OjrK3bYsTpw4gevXr+P+/ft48+ZNsf0FCvblAQMGYNKkSVIFtt26dQvt2rUr8Xm6urowMTFB5cqV0bRpU7Rq1Qr9+vWDkZGRxG0Jy8zMxP79+3Hw4EH4+/sXO7asUqUK+vbti7///ltt505xcXE4efIkrl27hlu3biElJUXsc/X19dGnTx9MmTIFDg4OcrW7atUqdj+pXbs23N3d5apPEcqVK4e5c+eyN6fMnTsX/fr1g4GBgZp7RgghhJBShSHkB/TixQsGAPv34sULdXeJiJCcnMycOXOG/UtOTpa+koh7DLPISPTfx8eK7zQhhKhYTk4O8+rVK85fTk6OXHXm5uYyiYmJ7F9ubq6CekvUady4cYyOjg5nDCTp39ChQ2X7HpaCs7Mzp01fX1/O371796Su88WLF0zbtm1les0AGHNzc+aff/6Rex84d+6cyPpr1KghcR2enp6cdZ2dnWXuj6x1paamMj179pRqGw4ZMoTJzMyUua9xcXFMv379ZHr/atasyVy7dk3qNu/du8f7/EmzvebNmyfzZ65t27bM8+fPJT7+1qhRQ+a2OnTowLx9+1bq7fPu3TumY8eOMrXZtGlTJiAgQOo2i7p48SJbn0AgYN68eSNXfYr05MkTzut9+PChurtUqq1cuZIxMDCQ6bPUuXNnJjY2Vqn9i4iI4LWrqrrUuW2ysrKYhQsXMnp6elK3bWRkxGzZsoXJy8uTuf3v378z1apVY+ucM2eOzHVJS5IxcNeuXdm+/f777yrrG1EvRYxThfeXiIgImfsjTV2enp6MqampTMcTJycnmcYKhfLy8pht27YxxsbGUretq6vLLFiwgPn+/btUbYaHh/Pen06dOkm0vb5//8788ssvMm0rHR0dZt26dUx+fr7M24thGMbd3Z0BZBvrC4/xZ8yYwdsW3759E7u+8HdVp06deOuHh4fL1C9zc3OZtmvhtpB3/MgwDNOrVy+R9S9atEjiOoSPBZ6enjL3R9a6njx5wlhaWkq8/QwMDJijR4/K3E+GYRhfX1+mVq1aMr1/ffv2lXpc8u3bN95nb8aMGVJtLysrK5n6q62tzSxatEjifdnPz0/mz7aBgQEze/ZsJisrS6rtwzAMc+TIEaZKlSpSt6mpqcn89ddfUv++ExMTw3tPhgwZwqnbz89P7Pqurq6MhoaG1P3V0NBgpk+fLtM2YhiG+fz5M2dMvXv3bpnqUYaMjAymUqVKbN9WrVqlln7Qb8CEEKIedPxVLGVcJ2UY9ccUUWY9QkjZVtUJ0C4H5GTwH3t/G6jWXPV9IoQQQtTg8ePHyM7O5pVramrCwsIC5ubmyMnJwYcPH3iZwA4ePIg3b97gxo0bKF++vEr627FjR7nW37t3L/7++29kZWXxHhMIBKhQoQLMzMxgaGiI+Ph4xMfH854bHx+PsWPH4vr16zh+/LhM/UhOTsZff/0l07qlSXp6OpydnREYGMh7rEaNGqhcuTKSkpIQHh7OybZ36NAhfPv2DWfPnpV6WqFHjx6hZ8+eiIuL4z2mpaUFc3NzWFhYICUlBTExMUhLS+M8Jzw8HL///jsWLFiAJUuWSNxuq1atpOqnJAQCAaysrFCxYkXo6ekhNTUV79+/x/fv3znPu3XrFrp3747z588rbSrhQjdu3ECTJk1w4sQJdOnSRaJ1zp07h8GDByM1NZX3mI6ODqpUqQJzc3N8+/YNMTExvEw0gYGBaNmyJbZv347Ro0fL1O+FCxey/7u6upaqqWadnJzQtm1bNlPlwoULce3aNfV2qhR7+vSpyKyMAoGA/SwJBAJ8+vSJlwn2ypUraN26Ne7evavwKVhLA3Vtm7i4OLi5ueHx48ci265UqRKsrKyQm5uLmJgYfPv2jfOclJQUTJo0CdeuXcORI0dkmsbw33//xadPnwAUZKGZNGmS1HUo08yZM3Hp0iUAwNWrV3H//n2lfG+Q0k3ecaoqvXjxQmxW4sqVK8Pc3Bw6OjqIiYlBbGws53F/f3/8+uuvuHPnDurXry9Vu6mpqRg4cKDYLLOmpqawtLSEtrY2YmJi8OXLF05WqKysLCxbtgzXrl3DmTNnUKVKFYnatbW1ha2tLafs8OHDEq2bk5Mj8vgHAHp6erCwsEClSpWQnp6OsLAwzrlVdnY2ZsyYgYiICOzYsaPYdr58+QIzMzOJ+iTP+nZ2dnJ9Vi0sLORaPzU1FUOHDsWZM2dEPq6jowMzMzNUrlwZeXl57PeKcObu27dvw8nJCWfPnsUff/whU19OnDiBU6dOybRuaeLn54euXbvyziF0dXVRs2ZN6OvrIyoqCvHx8exj6enpGDBgAPLy8jBgwACp21y0aBGWLVsmMmubgYEBLC0tYWxsjLi4OMTFxfEy2B0/fhx37tzB6dOn0bJlS4naNDU15X32isswLCk9PT1Ur14dxsbGyM/Px9evX/Hx40fOa8vJycGSJUvw6dMn7Nu3T+42i5Oeno7Vq1fj6tWruHHjhkTZiXNycjBu3Djs3btX5OPGxsawsLCAgYEBYmJi8PnzZ+Tl5bGP5+XlYdeuXbh+/TrOnz8v8bmUhYUFb1x57949idYFCmY7EJWVX1tbG5aWljAzM8P379/x/v17ZGT87zpOfn4+1q9fj7dv3+LkyZNSZ3tdvXo1O6Y2NzcvFVn1Cunr6+Pvv/9mM3uuW7cO48ePp2nACSGEEMLSUHcHCCFELlo6QHUxPwRE3BZdTgghhPzgTExMMG7cOFy8eBGJiYn49OkTAgICEBISgoSEBPj5+aFNmzacdZ48eSLzFD+qtnr1aowaNYoXfNe+fXt4enoiNjYWX79+xevXr/HkyRN8+PAB379/x9OnT7Fo0SLeD9ZfvnyRuS8zZsxAdHQ0AJTpKU1GjhzJC9QbNmwYwsPDERkZiSdPnuDt27eIi4vDggULONMHX7x4EUuXLpWqvXv37qFjx468QL3WrVvD29sbiYmJiIqKgr+/P0JDQ5GamorHjx9j0qRJnLYZhsHSpUsxefJk6V+0HHR1ddG1a1esX78ejx8/RlpaGj59+oTg4GA8evQIL1++RGpqKnvBragPHz7IHOC5fv16+Pr6cv6uXLkCb29vTJs2DVZWVpznZ2RkoG/fvnj27FmJdR8/fhy9evXiBep1794dZ86cQUpKCj58+IAnT54gLCwMaWlpuHnzJjw8PKCh8b+fFnJycjBmzBhs3rxZ6td3/fp1PH36lF0ujYGwY8eOZf/39fVlp/IkxdPX18fQoUNx8uRJfPnyBTExMQgKCkJgYCA+f/4Mf39/3vSu4eHh6NGjh9jpuH8Uqto28fHxcHZ25gWqWFtbY9OmTYiKisLnz58RFBSE58+fIyEhAe/fv8eqVatgbm7OWefixYvo0qVLsVNki5KXl4cNGzawyz179uTVrW7Ozs6coKV169apsTeESEdbWxs9e/aEt7c3oqOjER8fj2fPniEgIAAxMTF4/fo1hg0bxlnn69ev6Ny5Myd4oiTp6eno3LkzL1DPzMwMK1asQFhYGL59+4YXL14gKCgI8fHxiImJwdatW1GrVi3OOo8fP0bbtm05wUeqYmNjg8WLF+P+/ftISUnB+/fv8eTJE7x8+RJJSUk4dOgQatSowVln586d2L59u9g6c3Jy0LJlS/Tt21fkDSnFKbwJqG7dukhISJDpNalKcnIyXFxceIF6enp6+Pvvv+Hr64vU1FRERUUhMDAQgYGBePfuHT59+gRvb28MHz6cc+7EMIzMrzkxMRF///03u1xWz8mioqLQr18/TqBehQoV8M8//+Dr1694+fIlAgICEBcXB39/f3To0IF9Xn5+PkaMGIFXr15J1eakSZOwdOlSTjCbtrY2xo8fjwcPHiA1NRVv376Fv78/Pn36hKSkJPz3339o27Ytp574+Hi4uLhIFdylCJaWlhg1ahQOHTqEsLAwpKenIzQ0FE+ePEFAQAAiIyORkJCAf//9F1WrVuWsu3//fnh6ekrdprm5Oe98zNfXF+fOncOuXbvw559/Qltbm7NOUFAQ3NzcShy35eXloX///rxAPQMDA8yePRshISFISkrC69ev2eP6ly9fsG/fPt5Usu/evYOzszPevHkj9WuUl7m5OWbMmIEbN24gJSUFkZGR8Pf3x/Pnz5GUlIRz586hUaNGnHXOnTuH2bNnS9VOUlIS/v33X3Z52LBh0NXVVchrUJRRo0axNzV++/ZN6QGihBBCCCljVJrHjxAVUXfKSiIZhUyDyzAMc3eT6Glwl1ZimOwMhfaZEEJUjabBJZJydHRkrK2tmb179zIZGSV//+Xm5jKjR4/mTUNy8+ZNpfRPeBogWZ09e5bX56pVqzIXL16UuI7c3Fxm79697NQ5sk456+fnxwgEAnb6lrVr13L6VVamwb158yZvm27YsKHYdS5fvsxoa2uzz9fT02M+ffokUf/i4uKYypUrc9rT1dVldu/eLdF0RC9fvmQcHBx4ffby8pKofVGk2V7h4eFMSkqKVPUvWbKE199jx45JPQ1ucVMPMUzB9JaTJk3itdWxY8di13v58iWjr6/PWadChQrMqVOnJHp99+/fZ2xsbHhTGkl7POnevTtn/5Fnqk1lycrKYipWrMj208PDQ91dYglPb1fS50XZevfuzZiZmTEbNmxgkpKSJFpn+fLlvM/v/v37ldI/dU6Dq+ptk5eXx7Rr1463/vjx45m0tLQS109ISGD69+/PW1/az/+JEyc469+4cUOq9eUl6Rh4/fr1nGPZ+/fvVdpPonqKGKcK7x+qmgZ32rRpjKGhIbNgwQImLi5OovoPHjzIjmEL/xYuXChx/4YOHcrrY58+fZgvX76UuG5GRgYzefJk3vrt27eXeYrZwqllS9peqampDACmVatWzNWrVyVq79u3b4yTkxOnfhMTEyYhIUHk83ft2sV53p49ezjtiJsG9/Tp05ypT6dPn86rW3iML+0UrcLfVe7u7lKtX5SoKWd79OjBfPz4UeTzRR1/Y2NjmbFjxzJaWloyvZ5CRd9/BwcHZvDgwZx+lZVpcIX3q8qVKzOvX78W+/y8vDzeZ79bt24S92///v2897BRo0ZMSEiIxOsLnz9UrlyZiY+Pl7gPRUn7+Q4JCZHqmPHt2zemadOmnDYsLCxKPN8QngZXknP8d+/eMY0aNeJt38OHDxe73sKFC3nrODs7M5GRkSW2mZuby6xatYo3FW39+vUl+n1IlEWLFkl8blGxYkWmYcOGzPHjxyX6zTIzM5Nz7gcUTFEcGhoqcf+KjtcEAgETFhYm8bqqVPR11qxZU+XnuPQbMCGEqAcdfxXrR50GlzLrEULKPltn0eV52cDHR6rtCyGEEKImS5YsQWhoKEaMGAF9ff0Sn6+pqYmdO3eiWbNmnHJx062UBh8/fuRlA6lduzbu37/Py15WHE1NTTbzQPfu3WXqS2ZmJkaOHMlmIZgwYQKcnJxkqkvdVq9ezVnu0aMHpk6dWuw6nTt3xpw5c9jl79+/SzwV7bBhw/D582d2WVtbGydOnMDo0aMhEAhKXN/Ozg43btxA48aNOeUTJkzA+/fvJeqDPGxtbaWeumbhwoW8aaHOnTunyG4BKJhubPPmzRg0aBCn/Pr163jx4oXIdbKzszFw4EDOlLZGRka4cuUKevbsKVG7v/76K/z8/DgZK/Lz8zF06FCxU/MJ+/DhAzv1JAAMGjSIk7GvtNDR0UG/fv3Y5SNHjiApKUl9HSrFxowZg/fv32Pq1KkwNjaWaJ158+bxPnel+XtJVqreNuvWrYOfnx+nbPbs2di+fbtEGYgqVKgAHx8fDB06lFPu5eWFEydOSNQHoCAjVSErKyu0a9dO4nVVqejxJz8/H7t371ZzjwgRz83NDe/fv8fSpUslzlQ5ZMgQXlZiSbP9HDt2DAcPHuSUDRo0CEePHkWlSpVKXF9fXx+bNm3C/PnzOeU3b97E+vXrJeqDrHR0dHDhwgXcu3cPnTp1kmjcaWpqijNnznCOlUlJSTh58qTI57u7u2Pp0qUwMDBAUlISRo0ahfbt2+Pdu3cinx8bG4vevXujZ8+eiImJgba2NiZOnIi5c+fK9iJVYPv27bwpZ8eOHYtTp06hWrVqEtdTpUoV7Nq1C7dv35Z4GmRh165dw4EDBwAUnOPt2bOHzWJVlnz69Ak+Pj6cst27d6NevXpi19HQ0MA///yDOnXqsGUXL17E/fv3S2wvPDwcEydO5JQ1bNgQfn5+vHMscYYNG4aTJ09ysp5//vwZw4cPl2h9eTVu3FiifbiQqakpDh8+zFknNjZWou0lrVq1auHq1au86aw3bdokdp0HDx5gxYoVnLJ27drhypUrvAyfomhqamL27Nm8Mcvr168xffp0KXovm3379iEkJAR9+vSRaCpbPT09/Pfff5zzx5ycHHZ/lsSuXbvY/1u2bImaNWtK12kVKTp+Dg8Px7Vr19TYG0IIIYSUJqXvl29CCJFWlcaAnonox2gqXEIIIT+Jbt26cX4ol4SmpiZmzpzJKbt69aoiu6VQkydPxrdv39hlAwMDXLlyBdWrV5epPiMjI5w9e1amKVQXLFiA8PBwAED16tWxfPlymfqgboVTmRY1b948idadMmUKypUrxy57e3uXOIXa0aNHcfnyZU7Z2rVrpQ6aNDU1xaVLl2BkZMSWpaamcqbAKm2EA+hCQ0OV1tbq1at5gW7iLgps2rQJISEhnLIDBw5IHXxao0YNnD9/nnOBNCoqSuLPk4+PD2dqqF69eknVvioVDZjKysqSKljpZ+Li4oLy5ctLvV7RQGAAePToEVJSUhTVrVJBldvm06dPWLhwIafMzc0Nq1atkqptgUCA/fv3o3nz5pzyv/76S6LpM6Ojo3Hr1i12uWfPnlJdZFelKlWqcAKsfXx8OFMEliXZ2dk4deoUXF1dlbofRUVFoU+fPrhw4QJyc3OV1g7ha926tURBcsJmzZrF2Qejo6PFBvYXysjIwLhx4zhljo6O8PLykjrAftmyZejduzenbP78+YiKipKqHmno6OigW7duUq9naWkJd3d3Tpm4cyZ9fX0sWLAAb9++hbu7OwQCAW7duoXGjRtj5cqVyMnJAQAwDIN///0X9evXZwPfunXrhufPn2PLli0wNTWVup+qEB8fjxkzZnDKunTpgl27dsl8k8Wvv/6KgIAA2NnZSbVeeno6Ro8ezS5PnDgRjo6OMvVB3S5evMg5djZo0ABubm4lrqenp8cLxCo6Lag4f//9N9LS0tjl8uXL49KlS6hYsaLknUbBe190enug4LUcO3ZMqnpUpX79+rzPyOvXr5XSloWFBe93hsDAQJHTPTMMg1GjRiEvL48tq1atGs6ePQs9PT2p2h05ciSmTZvGKdu5cyeePHkiVT3S6tGjh9THAAMDA17QqKS/Rz18+JD9PQYo3eeOXbp04UzPe/jwYTX2hhBCCCGlCQXrEULKPg1NwLq16Mci7qi2L4QQQkgZ06ZNG85yQkKCRBfdVe3t27c4e/Ysp2zVqlWwtbWVq14NDQ2JLoQU5e/vj82bN7PLO3bskCnoojS4f/8+58KQhYWFxEFaJiYmnM9PZmYmLxBP2MaNGznLTZs2xYQJE6To8f9YWVlh6dKlnLIrV64o7YKLvITv9C8aeKpoVatWhb29Pafs+fPnvOfl5ORg27ZtnDJXV1ep94lCTZo04b2fBw4ckOi1Fs0mYmVlJffF1uzsbNy+fRteXl5Yu3YtNmzYgEOHDuHRo0ecoEBZtG3blpMNTTgTCpFPs2bNOBli8/PzlRq8UZbIsm22b9+O7Oxsdrl8+fLYunWrTO1rampi165dnKDcr1+/8rJsifLff/9x9r0ePXrI1AegIJtrYGAgvL29sXnzZqxYsQJbt26Ft7c3nj17Jvc+Lty/T58+4e7du3LXqUpPnz7FhAkTYGlpid69e+P8+fMK2S7i5Obm4uTJk/jjjz9QtWpVTJs2TeT3Dik9zM3NORm5gIIs1sU5cOAAJ9CkMLOXJFmURNmyZQtnDJ2dnY3t27fLVJeyCZ8zlbStLC0t4eXlBX9/f7Ru3Rrfv3/HvHnzcOTIEQDA3bt3MWbMGCQnJ6NBgwa4du0aLly4gLp16yrtNSjCtm3b8P37d3bZyMhIouCwklhZWfGCwUsyZ84cfPjwAUDBTSPLli2Tux/qcvs292bzP/74Q+J1hZ97/vz5YoOmX716hStXrnDKli5dKlVWxKLGjRvHG7cLn/OVJsLnZF+/flVaW8I3pDEMIzIo+sqVK3j16hWnbMuWLVJncy+0ePFiTsY6oPS+J9IeWwsJn3/JM64sFBwcDB8fH2zevBmrV6/G/v374evry8lAL4vy5cujQ4cO7PKZM2dK5W9uhBBCCFE9CtYjhPwYbNuKLo8JAjKTVNkTQgghpEwRlbUhOTlZDT0p3qZNmzgXmc3NzTF27FiV9yMnJwcjRoxg73rv27evzFPplgbCP4ZLOu1RIeGAsOKmdn348CHvjv5FixbJNVXV+PHjUblyZXaZYRhs2bJF5vqUqeiFTQAST30pK+FAVlEXok6cOIHo6GhOmbwXOufPn8/J8pmRkVHiRdwPHz5wLlzJMzVmREQEhgwZgkqVKqFt27YYNmwYZs2ahenTp2Po0KFo2bIlzM3NMXHiRJkvzmlpaaF16//dLHT37t0fLvObOgkEAt7+URq/l9RB2m2TkZGBPXv2cMpGjRol8wV5oCDIWviC6JYtW0rMPHfhwgX2fx0dHbRq1UqqdqOiorB+/Xq0a9cOJiYmcHR0xODBgzFlyhTMnz8fkyZNwuDBg2Fvb49KlSph2rRpiImJkaqNooSPQ0X7X1rFxcVh/fr1aNSoEZo1a4bt27eLzOCjbPHx8di4cSMaN24MR0dHbN26VanBEER2wucBxR1PRI2xevTogWbNmsncvpWVFSczGgDs2bOnVAYxSLOtinJ0dMTdu3dx9OhRWFtbs8dKhmFQqVIl7NixAyEhIXBxcVF4nxUtIyODM+0kUJDFSzgoSBUePHiAHTt2sMs7d+6UaFr30kr4nEz4HKs4VapU4ZwPJSYmFhtgLrwfV65cWa7s5BoaGli0aBGn7PHjx3j06JHMdSqT8DmZiYmJ0toSdWOhqO/DojcCAoCDgwMnk7e0ypcvz5tB4eTJk/j06ZPMdSqLrMfWixcvsv9Xq1YNtWrVkqn91NRUzJ8/H1ZWVnBwcMCgQYMwZcoUzJkzByNGjECnTp1QoUIF9OzZs8Tss8UpOq5MT0/nZJsmhBBCyM+LgvUIIT8GG2fR5Uw+8OG+avtCCCGElCHCgToApJ7+RhVOnz7NWfbw8IC2trbK+7Fq1So2U4yJiYnM2YlKC+GL+BUqVJBqfeHPSlBQkNjnnjx5krNsbm6Orl27StWeMC0tLQwePJhTVjiVWGnz+PFjzrI0F+FkIbx/iMqwIfyeNG3aVOqATWEVK1bkBbAKtyNMeLojZ2cxY/sSbN68GfXq1cPhw4eRmpoq9nlfv37Ftm3bULNmTZk/L0X7mJubi+vXr8tUD+HLycnBly9fOGWl8XtJHaTdNjdv3kRiYiKnbNiwYXL3w8PDg7P85s0bXkaYotLS0vDgwQN22cnJiZMhsCTPnj1D9erVMWPGDNy6dQtZWVnFPj8xMREbN26EnZ1diRlfxXFwcOBktBHOQlRaZGVl4fjx4+jWrRuqVq2KGTNmiLyYLBAIZJ6iUhLiAu8DAwMxadIkWFpaolevXjh79iw7DShRP+HzgOKOJy9fvkRoaCinTBnHk2/fvsHPz0/uehVNmm0lioaGhsipv5W5Xyra7du3edmSR44cqfJ+ZGVlYeTIkeyNXP369ZP7nELdVHlOJjz2HTx4sNzn1V26dIG5uTmnrKTxvzowDAN/f39OmTKnTha1XYXPyVJSUnjnEYo4tg4cOJBzA1Vubm6xN9apiyzH1rdv3yIiIoJd/u2332Rq+/bt26hVqxZWrFhR7A0e379/x5kzZ9CkSRPMmzdPpraEz29L67iSEEIIIapVds4GCSGkOJVqA+WriH7s/W3R5YQQQgjh3XVfo0YNzo+6pcHbt28RHx/PKVPENCfSevXqFVasWMEur1mzBlWqiBl/lBHCFwgLMwZKSviC+9u3b8XWce/ePc6yq6urzNOmFdW7d2/O8pcvX/D27Vu561Wkz58/87LLDRgwQKltCl9wEHXh4/597k0twttSVsL1BAcHF5slR/g4JEuWngULFmDKlCmc6T6BgqBae3t7NGzYkDdddUpKCv788094enpK3Z7whb07d+5IXQcR7cGDB5zjiK6uLqpXr67GHpUe0m4b4eNu7dq10ahRI7n70aVLF16wnfDxpKjHjx9z9k1p9/Hs7Gxe5j4dHR3UrFkTDg4OaN68OWrXrs37TklOTkb37t1lCvzR1NREkyZN2OXnz58jKSlJ6nqU5cmTJxg3bhwsLCzw559/4tKlSyK/f+vVq4cVK1YgMjISRkZGSutPtWrVEBYWhoULF4rMJJSTk4PTp0/Dzc0NVlZWmDx5MoKDg5XWH1KyiIgI3jTatWvXFvt84eOJvr4+unTpInc/GjVqxGu3uOOJugiPVYSnEBYnMDAQzs7O6Nu3LyIiItiAPYFAgK9fv+Kvv/6Cg4NDmQj6F7UN6tevr/J+LFu2DK9fvwZQkJWrtGbVloaiz8kKt4+wN2/e8DK7KWL8r6WlBVdXV05ZadyP9+/fzzlHqlevntTTL0tDVACY8DnZgwcPeNPUK+I9qVixIi9ArDS+J7IcWxVx7njx4kV07twZnz9/5pTr6emhXr16aNq0KczMzDiP5eXlYeXKlRgxYoTU7dnb23PGqXTuSAghhBAAkP/KCCGElAYCAWDrDDw7yn8sgk5+CCE/qbxcIIWfNQ35+dBISyvyvPJAGbqjv1QysgI0y+bQev/+/Zzl0piVQPjHWC0tLc4FdFXIz8/HiBEj2GCDNm3aYNSoUSrtgzIIZ20Q/rG6JMLPz8rKQkREBG8amszMTAQGBnLKFJXFoEmTJtDU1ORc1Lp//77EF1GV7c2bN+jXrx8nE8mAAQPg5OSktDYzMjJ4WSNsbGw4y+Hh4YiLi+OUKeo9Ea4nNzcXjx8/Fju97dOnT9n/NTU1pb7we/78eSxfvpxT1rBhQ6xfvx4dO3ZkMz5lZ2fj7NmzmDZtGjsNVF5eHsaOHQtHR0epsgoKBzwFBARI1WcinvD3Uvv27aGnp6em3pQu0m4b4YuyitrHtbS0YG9vz5ni7v79+7zpLAsV3ceBgv1TFs7OznBzc4OLiwvq1q3LC877/v07rl69ipUrV7LTrufn52Pw4MEIDQ2VKpsfULCfFx2DBAQEoGPHjjL1XRGio6Nx+PBhHDhwQGwgBgBUqlQJ/fv3x5AhQ5QahCCsZs2aWLJkCZYsWYK7d+/i0KFDOH78OC/I8cuXL9iyZQu2bNkCe3t7uLu7Y9CgQZxpHInyeXl5cYJg69evzxsrFCV8PBEOPJCHo6Mj3r17J7YtdUtJScGJEyc4ZSWdM8XFxWHevHnw8vJCfn4+9PT0MH/+fLx69Qo+Pj5o06YNBg4ciFmzZuH58+dwcXGBq6sr1q9fX2zQpDopIkBGXs+ePcPatWvZ5bVr1/IyupVF8p6TCWfdFfcdIbxvCQemy8PR0RF79uxhl58+fYrv37+XmjHcgQMHMG7cOHZZQ0MD27dvF5nxUlFETXUqfJwVfk+qVKkCS0tLhbTv6OgIX19fsW2pW15eHg4ePMgpk+T3KHnHlZ8+fcLgwYM5UyJXrFgRq1evRv/+/Tk3eD18+BAzZ87kBKzv378fTk5OGDt2rMRt6ujooE6dOmwm6pcvX5aq/YMQQggh6lE2rygSQogoNmKC9b68BlLjAcOy/+MNIYRIJSUa2MIPPNAEoLy8Gj+pSc8A0xrq7oXULl26xLujV3gqqtLgzZs3nOW6detKfcFdXlu3bmWDEnR0dPDvv/8q9Yf9xMREmTNsFDcVoTDh7DeBgYHIz8+XeEouUQFK8fHxvGC99+/f8zI+ODg4SNzP4pQrVw516tThXJQqLohB0dLS0jgBKwzDIC0tDREREbh16xYuX77Mme6oS5cu2LRpk1L7tG3bNmRmZnLK2rdvz1kW3q8Axb0nderUgYGBAdLT09my169fiwzWy8rK4kyrV6NGDejq6krcVkZGBi9w1sXFBefPn+fVo6Ojg759+6Jjx45wdnZmp7TOzs6Gu7t7sVOGCTMzM0OFChXYIMyQkBCJ1yXiPXv2DN7e3pwyVX4vyXrcFc7+qgyybBvh/VxR+3hhXUWPfcUdd589e8ZZrlu3rlRtVa9eHS9evECDBg2KfZ6enh569OiBP/74A2PGjMHevXsBFGS2OXTokNhgQnHq1avHWQ4JCVF5sF7h1GteXl7w9fXlZd8ppKuri+7du2Po0KHo0qWL3FMayqtNmzZo06YNtm7dinPnzuHgwYO4evUqb/q/kJAQTJ06FTNnzkSXLl3g4eGB7t27l7osz7K4f/8+wsLC1N0NkWJjY7F582ZOmbqPJ//99x+7rMpxnCSWL1+OtCI3u1WqVAndu3cX+dysrCxs3LgRq1atQmpqKoCCQON///0XderUYbezQCDAmDFj4OrqivHjx+P06dM4d+4cLl++jAkTJmDhwoUwNjZW+muThjI/A5LIy8vD8OHD2XOK3377TaYMV9J49eqVzGMD4Wnoi2Nra8sJpPL394e7u7tE67579w7JycmcMnHjEuH3sE6dOihXrpzE/SyO8OchOzsb79+/h52dnULqL8nbt2/x8eNHdjknJweJiYl48eIFzp49yzlHLjyf79Chg9L6k5OTwzvnq169OmrWrMkpU/axtaiPHz8iIyNDYe+5vHbv3o3379+zy9ra2hg4cGCJ68k7rhw3bhznRoJq1arh7t27qFGD/5tey5Ytcfv2bXh4eODQoUNs+bRp0+Dq6ipVYGW9evXYz2Fubi5evnyp1GmYCSGEEFL6UbAeIeTHYfOb+Mci7gCN+6quL4QQQkgp9+3bN4wZM4ZT5ubmptIMLJIqmpEMgMozr0RERGD+/Pns8pw5c3gX8BXt2bNncHFxUWobANCiRQtoa2uzF71SUlJw6dIlsRcgi4qMjOQEahQqejGzkPB7CAAWFhYy9Fi0KlWqcC7simpPWcLCwiR6r2xsbDB79mz07dtXqYGe58+fx4IFC3htt27dmlMmvI00NTUVtm8JBAJUrlwZERERYtsr9PHjR07wSdWqVaVq6/Dhw5wLkpaWljhx4kSxAX+mpqY4d+4c7Ozs2KDG4OBg3LhxQ6qLdpaWluzrSktLQ0JCgsjpholksrKy4OHhwcmS2bRpU/Tp00dlfVDFcVcWsm4b4Yxmij7uFlXccbfosQCQfj+vXLmyVMcnDQ0N7NixA35+fggPDwcAeHp6Sh2sJ3wBNjIyUqr15fHw4UN4eXnh6NGjvCCMon799VcMHToU/fr1g4mJicr6Jyk9PT38+eef+PPPP/H582ccOXIEBw8e5GXbzc3Nxfnz53H+/HlUrFgRAwYMgIeHR5m+iD148GB1d0EkhmEwcuRIpKSksGVWVlYYP358sesJ7+PKPJ5IE+SkbA8ePMDGjRs5ZfPnzxcb7LJ//37MnTsXAGBiYoK1a9di5MiRYsd+FhYWOHXqFE6fPo2///4bMTEx2LhxIzQ0NLBu3TrFvhg5CX+nqPqcbMOGDWxGLV1dXaXfPAUA69atU8n70KZNG04g0MmTJ7Fp0yaJAq+PHDnCKxN1Pgaodj8W1Z4y7dy5s8QpkQUCATp37oxVq1bB3t5eaX3JycnByJEj2RuDCg0dOpT3XHW8J6UhWC88PByzZ8/mlI0fP16iMWLRcaWGhoZU2yw0NBQXL17krH/ixAmRgXpFn7N//34EBwez72lGRgZ27dqFZcuWSdy2qHFlWR7nEEIIIUR+NN8ZIeTHYVINqGAr+rGI26rtCyGEEFKKFU4JFxUVxZYZGxtj69atauyVeMI/YKv6YvTo0aPZDGH16tVjL8D9CMqVK8cLTlm4cCEvC54o8+bNE5nhR9JgPUVmCxGuS5UXhiRRs2ZNLFy4EAMHDlT4RcW8vDx8/foVV69excCBA9GjRw/e+7d8+XLexT7hbWRkpNicq5K+J4XT0RaS9gJVYeasQkuWLJHotVhbW2PSpEmcsn///VeqtoX7KvxaiHQmTpzIyW6opaWFPXv2SJzp80cmy7ZJTk7mZTFT13FX3v1cFoWZNAsFBQXxMo6WRNX7+KdPn7By5UrUrVsXv/76K/7991+RgXo1a9bEokWLEB4ejvv372PMmDGlMlBPWOXKlTFp0iQ8ffoUL1++xMyZM2FlZcV7XkJCArZv345mzZqhUaNGWL9+PW/adiK71atX49KlS5yynTt3wsDAoNj1hPdxZR5PcnNzOcGE6vL582f079+fEyjt5OSEv//+W+w6I0aMgK2tLXr37o1Xr15h1KhREo39evbsiVevXmHMmDEwNTXFrFmzFPIaFEXUd4oqjzvv3r3D4sWL2eW5c+dKnU2rNOvatStnrB4XF1di4Fnh80Sdw0sarKfM/VhUe+rWt29fzJs3TymBet+/f0d4eDj27t0LBwcH3vSuZmZmmDZtGm+9n/E9ycjIQJ8+fdjso0BBdvWlS5eWuG5ubi5nTGBmZibVlOz79u3jTAE/YMAAiW5Y1dLS4gXu7tmzh1NXSejckRBCCCHC6BdPQsiPxcZZdDkF6xFCCCGsGTNm4PLly5yy3bt3o1q1asj2cB4AAQAASURBVGrqUfGK/ogLoMSLiYq0b98+duojgUCAf//994eYmq0o4YsGQUFBGDZsGO+CXFErV66Ej4+PyMdEBUMIv4eAYt9H4bpEtadO4eHhGDZsGGxtbXH06FGZ62nXrh0EAgHnT0tLC2ZmZujcuTOOHDnCu2AwdepUkdMJKXu/kvQ9EQ5EKV++vMRtpKWlcbIzlStXDv3795d4/eHDh3OW7969K/G6AL+vxWW/IsXbtm0bL1hy+fLlaNq0qZp6VHrIum1K03G36L6hqakJPT09hfWjODY2Nuz/ubm5ePHihVTrq2of9/b2houLC6ytrTFv3jy8ffuW9xwTExOMHj0a9+7dQ1hYGBYvXsybyr4ssbOzw5o1a/Dx40f4+vpiyJAhIj+fL168wIwZM1C1alV069YNp06dUkNvfxxnz57lZIsGgLFjx8LV1bXEdZU5bhBVl7rHcllZWejZsycnmMLQ0BA+Pj7Q1NQUu56Ojg4ePXqEEydOSB2YbGxsjH/++QehoaGoVKmSzH1XBmV/pxSnMBtk4TmGnZ0dLyNXWWdlZcUbw86bNw9nzpwRu05iYiLc3NyQkJDAe0xccPrPth8LO3bsGFq3bo3ffvtN5mnKP3z4wDsfEwgE0NfXR61atTBq1Ci8fPmSs065cuVw/vx5kQGuP9t7wjAM3N3dERwczJZpaWnB29sbhoaGJa6fmprKuWFQmnNHALh9m3uNSPh8sDguLi6czH/x8fEix2zi0LkjIYQQQoRRsB4h5McibircpI/AtwjRjxFCCCE/ka1bt/Kmcpo5cyb69eunph6VTPhH28Isd8oWGxuL6dOns8sjR45EmzZtVNK2s7MzGIaR6c/T01Oqttq3b88L5vL29oaDgwMOHz6M6Oho5OTk4MuXLzh//jw6duyIefPmASi4IKmvr89ZV9QP5qJ+eFfk+yhclyQ/9CtKkyZNONs/NzcXCQkJePjwIVatWsUJpvjy5QvGjh2L5cuXK71fBgYG2LlzJzZs2CDycWXvV5K+JxkZGZxl4c9TcQICAnjZbqS5YFO7dm1OkHJsbCw+fPgg8frCU0gp49i0ePFikRcERf0VDUwCRAd3ivsrmq1G1U6fPo3Jkydzyvr164eZM2eqvC+yHneFp3lVFHm2TWk67hbdz6XZx8XV9d9//2HMmDFo0aIFLC0tYWhoCA0NDd7nesyYMZx1v379KlVbqtjHgYLpUq9fv87LVqutrQ1XV1ccP34ccXFx2L17N1q1aqWUPqiLhoYGOnbsiIMHDyI+Ph4HDhxAhw4deFkj8/LycOnSJakuqqtbRESEzMcUZXj06BEGDhzI+Zy1adMGmzdvlmh9ZY4bRNWlyrGcsMIs5A8ePGDLNDU14e3tjVq1apW4vpmZmVzty7u+Mij7O6U4//zzD+7cuQNA9TdPeXp6yrwfOzuLuaFcjFWrVnHe++zsbPTq1Qvu7u64c+cOkpKSkJWVhfDwcGzduhUNGjTA48ePAfCzHIobD//I+/HmzZs52z8jIwOfPn3ChQsXMGLECM744+7du3ByckJAQIDS+9W4cWM8fPgQv/zyi8jHf+T3RJRp06bhxIkTnLItW7ZIPL6R59wxKyuLEySora2N1q1bS7y+hoYG2rVrxyl79OiRxOuralxJCCGEkLJD8vzAhBBSFogL1gOAt1eBFmNV1xdCCCGklPHx8eFd9Pfw8MDq1avV0yEJVahQgbOsqjuQx48fj6SkJABAlSpVsHbtWpW0qw67d+/Gu3fv4O/vz5a9ePECQ4YMKXa9PXv2YOrUqZzsDaIyBgi/h0DB+6ioqVeFPxOi2lMVTU1NVKhQAS1atECLFi0wdepUzJkzhxMku2HDBjRq1AiDBw9WaNt6enpwcHBAr1694OHhUWxWFuFtpOjp5mR9T6QJUhAOrGvcuLHE6xayt7fnZM35+PEjatSoIdG6ygqo+JncunULAwYM4ASPdOrUCQcPHlT4lNFljbzbxsjICJqampyAVkV+f6piHy8qJycHGzduxIoVK2TOCiPt61fnPt6jRw/8+++/qFy5stLbev/+Pd6/fy/Rc21tbZWW0c/AwABDhw7F0KFDERERAXd3d6kznhLRXr58iW7dunGCHOzt7XH+/Hno6upKVEeFChXYcTGg3OOJlpaWwsaIshg3bhwnmEQgEGDPnj34448/1NYndVP2d4o4UVFRnCmBR48e/cMFLReysrLC0aNH8ccff7BBPAzD4ODBg7wpVYXXW7RoEUaPHs2WiZuiWJnn1aLqUuc5mb6+PqpWrcpmZp09ezb69u3LBmslJSXBzc0NL168UPiUzubm5mjVqhU8PDzQtWvXYrNx/kzvyerVq7Fp0yZO2aJFizBu3DiZ65RmrBYXF4fs7Gx2uV69elIH/trb2+PQoUPs8sePHyVel84dCSGEECKMgvUIIT8Wg0pAlUZA3HP+Yy9PU7AeIeTnYmQFTHrGK87Lz0d6Whq7bFC+PDQ1KOGyXIys1N2DEl24cAHu7u6cHwh79eqFvXv3lvqACOEflD9//qz0No8fP47Tp0+zy1u2bFH4j/ilSfny5XH79m2MHDlS7PS2ws/funUrhg4dyrkwBEgerBcXF6ewqZfj4uJKbE9ddHR0sGHDBmRkZOCff/5hy+fPn48BAwYUe/FG2Pr162Fvb88p09TUhKGhIUxMTGBtbQ0tLclO84W3UV5eHr58+aKQbC4Mw/D2U3HviXCGge/fv0vcTmJiImdZlinjhNcRrrM4wlOMqXKK7h9BQEAAXF1dkZWVxZa1bNkSp06d+uGmG5eWIraNQCCAqakpJ5uc8LFSHtIcd8uVK8cGBEuzjxfKzMxE9+7dcfPmTanXLaro9pS03aJUuY+fPXsWAQEBGDRoEIYMGYKGDRsqra2DBw9iyZIlEj130aJFSs3E+eTJExw6dAj//fef1JkQiWgRERHo1KkTvn37xpbVrl0bV69ehbGxscT1VKhQgRPUqczjiampqcLqltacOXOwe/duTtmGDRswbNgwNfWodBD1naKKc7KxY8eyAdoWFhZYs2aN0ttUp3bt2uHu3bvo27cvwsPDS3y+g4MD/vvvPwQGBnLKJQ3WU+Z+LKo9dapVqxZ8fX3RtGlT9kad6OhorFu3DitWrJC4HnNzcxw+fJhXrqurC2NjY5iZmUk1BfbP8p7s3r0bc+bM4ZRNnDhR6jEFnTsSQggh5EdCwXqEkB9Pve6ig/U+PQJSYgAjS9X3iRBC1EFTCzAVkR0oLw/5mkUykhgaAlIEi5Cyx8/PD3379kVubi5b5uLigiNHjkgVKKQu9erV4yy/efMG379/h56entLanDFjBvt/t27d8OeffyqtrdJCX18f3t7emDRpEjZv3gxfX1/ehfIKFSqgf//+mDp1KmrWrIn09HRO8INAIBCZccfW1hba2trIyclhy4KCguDk5CR3vzMyMvD27VtOWf369eWuV9FWr14Nb29v9oJjVFQUbt68ic6dO0tch6OjI9q2bauQ/tStW5dXFhQUhE6dOsld99u3b3nT+oh7T4QvJkqTMSutSOA5INsFD+F15GlfmqAHSQ0dOlTi6Zni4+M52RpFBXeKo6xMWeK8fPkSnTt35mxve3t7XLp06ae/cKXIbVO3bl3OcTwoKEhh/RSuq7jjromJCRusl5eXh8zMTKmmLRs3bhwvUM/MzAxt27aFvb09qlWrBiMjI+jr63PGNdeuXcO6deskbkeYKvZxAFi2bBkOHDiAsLAwTnl0dDTWrl2LtWvXokmTJhg6dCgGDBiAKlWqKKUf6vLhwwccPnwYhw4dQmhoqNjn2dnZYeTIkSrsWdkXExODjh07IiYmhi2rVq0arl+/DnNzc6nqqlu3LmfKSHUdT5Rp9erVvIzjCxcuxJQpUxTWhpeXF7y8vBRWnyrVq1cP9+7dY5cV+RkQ5datW7h48SK7vHXrVqUdh0sTBwcHvH79Gp6enjh06BAePXrEOY8HCsYFw4cPx9ixY6GjowNfX1/O4+KmaxYe/4eGhiIjI4MXACUL4c+Djo6OyseXJalUqRKWLFnCmVLdy8tLqmA9PT09dOzYUWF9En5PlHlsrV69ukLea2n5+Pjwsue5u7tLPA17UYaGhtDQ0GAzT9O5IyGEEELKMgrWI4T8eOzcgFurRD/26hxl1yOEEPJTefz4MVxdXTl3HP/66684ffp0mclc1KZNG85ybm4ugoOD0aJFC6W1WXSar4sXL8qUffDDhw+89YKCgtCkSRM5e6dczZs3h4+PD/Lz8/Hx40d8+fIF2dnZqFq1KqysrDiZ2169esVZt06dOiKnLdPX10fTpk3x+PFjtiwgIICXlU8WwcHBnCm5AJTK6bGMjY3Rvn17nD17li17+PChVMF6ilSrVi2Ym5sjPj6eLQsICFBIsN7Tp085y1paWmjevLnI5wpnV4yNjZW4nfLly3OWhQMEJSG8jqGhocTrFg1+AAougCmaNFNORkZGcpYVGdypSOHh4XBxcUFCQgJbVqdOHVy7du2HzmAqCUVvm9atW+P+/fvsctFAG3nk5uYiJCSEU1bccbdatWqcacJiY2Ml/lwHBwfjwIED7LK2tjbWrl2LcePGlTiOkSQrUXFUsY8DBZlW58+fj3v37uHAgQM4duwYb2ry4OBgBAcHY8aMGXBxccGQIUPg5uamlovuipCSkoLjx4/j0KFDuHPnjtip4QpvEvDw8FBIgP/P5OvXr+jYsSMnG17lypVx/fp1mT7LrVu3hre3N7scHByM3NxciTP6Fkd43KCOcdyOHTt4WZ8mTZokcdbJn0GbNm04wXqK+k4Rp+j5GAD07dtXpnqWLFnCeR/t7e3ZqVBLK21tbYwePRqjR49Geno6Pn36hK9fv8LAwADVqlXjZfcSPidr1qyZyHqFbwDJy8tDcHAwfv31V7n7LLwfOzo6KvXmOln17NkTI0aMYL93YmJi8OHDB9SoIeJGVxUQfk9iY2MRExMDS0v5kw2UhmPr2bNn4e7uzgbXAUDv3r2xb98+mX5j0dLSgoWFBaKjowEUfNdJ+l30M5w7EkIIIaRsofnOCCE/nsr1ALN6oh97dUalXSGEEELU6dmzZ+jSpQvnDl4HB4cyl7moTp06qFy5Mqfs3LlzaurNz0NDQwPW1tZwcnJCq1atUKNGDd6P4M+fc7MZi7swBPAvDpw7d46XJUIWJ0+e5CybmZmhTp06cterDMLBKUUD5dRB+D0R3payEq6nSZMmYo851apVg0aRqdijoqIkbkd4mryiAU6SEs4eKc3Ue0UvuBgaGpaqqb5Kq0+fPqFDhw6coMzq1avj+vXrvOP8z0YZ20Z4H3/37h3vuC2Ly5cv86byKu4CsLW1NWdZmv382LFjnECuJUuWYPLkyRLdcFB02k9ZCF9UFX4dita6dWvs2bMHcXFx8Pb2houLC+f4CBQEVly5cgWDBg1ClSpVMGzYMNy8eZNzEVxaixcvBsMwEv3JMwVubm4uLl68iP79+8Pc3BwjR47E7du3eYF6Wlpa6NatG44fP47Y2Fjs2LGDAvWklJycjN9//x2vX79my0xMTHDt2jWZx0jC+3hmZiYuX74sVz+BgrHku3fvim1L2Q4ePIgJEyZwyoYPH45NmzaptB+lnfANVKGhocVmwySKYWBggHr16qF169ZwcHAQOXWnpOdkdevWRcWKFTllihj/5+bm8s7PS+PNU0DBsVCZU89Kq2XLlrzvekW8JwkJCbh9+zanTNXvyfXr19GvXz/OOf/vv/8OHx8fuWZ4KDoey8/P543XxClN546A8seVhBBCCCn9KFiPEPJjsnMTXf7xEZAiebYOQgghpKwKDQ2Fi4sLEhMT2bL69evj6tWrZXK6jZ49e3KWPT09FRLoReRTdGoqAOjSpYvY5/bu3ZuzHB8fj0uXLsnVfm5uLifLC8D/rJRm2traam1f+D0JDAzEs2fP5KozISEBFy5c4JT16tVL7PN1dXU50z99/PiRkwm0OMIZMIQzfUlCeB1Js2p8/vyZc3xt3Lix1G3/bD5//oyOHTviw4cPbFmVKlVw48YNXobFn42ytk379u15Gfk8PT1lrq+Q8BSOdevWhZ2dndjnC+8f0gR3PHr0iP1fQ0MDY8dKnin/5cuXEj9XlDdv3nCWVbWf6+vrY+DAgbh27Ro+fPiAlStXipy6PDU1FV5eXujQoQNq1KiB2bNny/2alSEwMBCTJ0+GlZUVunfvjqNHj4o8zjdq1Ajr169HVFQULly4gD59+pSZLNClSXp6Orp164bAwEC2rHz58rh8+bLEU6OL0rBhQ16gnzKOJ6ampirNCnvy5EkMHz6cEzT6559/Ys+ePTJlffqROTs784Kc9u7dq6bekELfvn3jfFcaGxuLzZQnEAh44/LDhw/LfV59+fJl3k1IxY3/Sxt1npMZGxujQ4cOnDJFHFt9fHyQnZ3NLmtpacHV1VXueiV1//599OjRA1lZWWxZmzZtFDLDg6zjSgsLC07bb9684WwjSch67ljYXiEtLa1ix86EEEII+TlQsB4h5MfUwE3MAwzwmjLxEEII+bF9+PABHTt2xOfPn9kyGxsb+Pr6wszMTI09k93UqVM5F8zi4uLw77//Kq29s2fPwtfXV6q/9evXc+owNzfnPadWrVpK67OqpaSkcILtTE1NecFfRf3666+8zDhLlizhTWErjZ07d/IuDE2aNEnm+pSt6DSQANSeSaxv3768KZYWLlwoV50rVqzgXPTQ19fHmDFjil3H0dGR/T8vL483lZc4zZo142Rl8Pf352QSLUlYWBg+ffrELltYWEg8HZE0WSUJkJiYCBcXF7x9+5Ytq1Chwg93XJSFMreNgYEBRo4cySnbs2ePVJnthAUFBXGm8wYKjrvFBbUU3ccB/v5TnKLHeDMzM4kzmOTn5/MyykirNOznVatWxZw5c/DmzRs8fPgQY8aMETklclRUFNasWYOGDRuiadOm2Lx5s1qzt0ZFRWH16tVo0KABHB0dsWXLFs64tFClSpUwYcIEPH36FM+ePcO0adNgbm6uhh7/GLKysuDm5saZ/lpPTw9nz55FixYt5KpbIBBg4sSJnLKzZ8/yplmURnR0NPbs2cMpGzVqlMoygF++fBkDBw7kjEW7deuGw4cP8zJdEaBcuXK8gOm9e/dKnNVKWq1atZL6fMzX1xedOnXi1DNkyBDO47t371ZKf9Xl5MmTyMnJYZcHDBhQ7BTpwudKnz9/xvbt22VuPz8/H0uXLuWUNW/eHC1btpS5TmVKTU3lZd5V9/eO8HsSFBSEM2fOyFxfeno61q1bxynr1auXym6OCQwMRLdu3ZCRkcGWNWvWDBcuXIC+vr7c9cs6rtTR0YGDgwO7nJ2dzZnauyQMw+DWrVucMkm/W7OysjhZZBs0aFAqp4kmhBBCiGpplfwUQggpgyrXByrVBb6KuLPq5Rngl+IvGBJCCCFlVWxsLDp06MC5EG9lZYUbN27AyspKjT2TT506deDq6soJEJg1axa6du0q9/Qhly5dQteuXTllzs7OUtcjPEWsnp4eOnbsKFffSrMVK1ZwMuMMHjy4xB+cp0yZgoEDB7LLgYGB2L59u0wBdtHR0ViwYAGnrHPnzqX2DvXv37/jxo0bnLJGjRqpqTcFtLW18ffff2Pu3Lls2dmzZ3H27Fn06NFD6vqCg4OxdetWTpm7u3uJ08O2adMGhw8fZpefPn2Kpk2blthe+fLl4ejoiCdPngAAMjIycOzYMQwfPlyi/u7fv5+zLM1+Lxyc8Ntvv0m87s8mLS0NXbp04WRtNDIywtWrV9GwYUM19kz9VLFtJkyYgC1btrAX8tPS0jBhwgScPn1a6rry8vIwduxYTmBLxYoV4e7uXux6v/zyC7S1tdk+SBPcUzTblTTZT86dOydXUGJeXh4ne0qjRo1EBsmpUosWLdCiRQts3rwZZ8+ehZeXF3x9fXlB70FBQQgKCsL06dPRqVMnDBkyBG5ubgq5QF6ctLQ0nDx5EgcPHsStW7fETs2rra2NLl26wMPDA927d1d7ltkfRW5uLv78809cv36dLdPW1sbx48fRvn17hbTh4eGBhQsXsoEu+fn5GDt2LB4+fMgbB0ti0qRJSE1N5fT377//VkhfS3L79m307t2bc1xp164dTpw4QZ/JYkyYMAEbNmxgs2UlJSVhzJgxOH/+vFz1fvnyBZGRkZwbe8zMzGQ6lyo6pgQAW1vbH/ac7Pv371ixYgWnbNSoUcWu06BBA3Tq1AnXrl1jyxYuXIjevXvLFMy1c+dOBAQEcMqmTp0qdT2qcvHiRc7YwszMDBYWFmrsEdC1a1fUq1ePk3lt4sSJ6NChAwwNDaWub9GiRZwbkgDVvSevXr3C77//juTkZLasYcOGuHLlCoyMjBTShvCU3NKMK52dnfH48WN22cvLS+LvSF9fX96NXpJOLR8SEsLJYEnnjoQQQggBKLMeIeRHJi673seHQGqcSrtCCCGEqMK3b9/g4uKC8PBwtszMzAy+vr6wsbFRY88UY/PmzZwL5YVBDrJejE9LS8PgwYOxdu1aBfXw5/H48WNs3ryZXTY1NcX8+fNLXK9///74/fffOWUzZszgTadbksTERHTt2hUpKSlsWfny5bFt2zap6lGllStXIikpiV0uV65cqbhwOHXqVF7Q4NChQ3kX3Ury4cMHuLq6coJGrKyseBcQRRH+TNy5c0fidoWzhi1cuFCi7HofPnzAli1bOGUlXdwsqmjGLi0tLd70VaTA9+/f4erqyrkopq+vjwsXLvz02QhVtW2qV6+OxYsXc8rOnDnDCdKVBMMwGDFiBBscW2jHjh3FZvABCo7PrVq1YpcDAgKQmZkpUbtVqlRh/09MTJQo82ZaWhqmTZsmUf3iBAYGcoKIhI9T6qSnp4d+/frh8uXL+PjxI9asWSMyUD0vL4/NHGZubi5V5lFpxcbGwtzcHB4eHrh586bIQL0mTZpg06ZNiI6OxtmzZ9GzZ08KilKQ/Px8eHh44Ny5/80koaGhgcOHD6N79+4Ka8fAwIA31goICICHh4fY4ExxFi5ciJMnT3LKli1bppLMTwEBAfjjjz84x6EWLVrg3LlzlOmoBFWqVMGaNWs4ZRcuXMCECRM4AVDSePr0KVq0aFEqp/Eu7WbPno0PHz6wywMHDpTohpft27dzMlimpqaia9euvIxzJbly5Qrv+7ZLly7o16+fVPWoSmZmJhYtWsQp6969u9ozaQoEAvz777+cfnz69Alubm4ip40vzr59+7Bx40ZO2dixY/HLL78opK/FiYiIgIuLC75+/cqW1apVC76+vqhYsaLC2qlTpw7nhk1pzh1HjBjByQbt7e0tUbBfXl4eZs6cySkTPg8tjnC259I0riSEEEKI+lCwHiHkx2XnJuYBBnhFU+ESQgj5saSmpqJz586cixwmJia4du0a6tevr8aeKY61tTUvE9abN2/QqlUrXL16Vaq6zpw5g8aNG8Pb21uRXSyzwsPDOXd6F+f+/fvo0qULJxPJmjVrJJrSVSAQwMvLC5UqVWLLcnJy0KdPH+zZs0eii3yvX79Gx44dOZmoAGDLli1Kn07z+PHj+PfffzlTTZWEYRhs3boVy5cv55SPGDFC6VmOJKGrqwsfHx/OxemUlBT8/vvvEk+/9PDhQ7Rv356TaaDwvS4pqx4A1KhRAw0aNGCX/fz8JO7/oEGDOFNXRUdH488//yw2A1dSUhJ69OjBmZrJwcFB4qwKubm5nCkGW7VqBWNjY4n7/LPIzc1F3759Oe+njo4OTp8+zcuI8bNR9baZPXs2L4PHqlWrMGHCBKSnp5e4fmJiIgYNGoQDBw5wyocMGSLxBflu3bqx/2dnZ3P2oeL8+uuvnOWZM2cWGxSUkZGBXr164f379xLVL47wNGdF+1+aWFpaYubMmXj58iWePHmCcePGiTzupqamSvw9L4usrCzOMbVQ5cqVMXnyZISEhCAoKAiTJ0+GmZmZ0vrxsxo/fjxnTCsQCLB37178+eefCm9r4MCBGDRoEKfM29sb/fv3R0JCQonrZ2ZmYurUqVi2bBmn3NnZGTNmzFBoX0V5+fIlOnfuzAnGbdKkCS5fvozy5csrvf0fwaRJk3gZmLdv344+ffogOjpa4nqSk5MxZ84ctGzZUu5j9o+iaGa14uTl5WHu3LmcG09MTU2xadMmidavXbs258YrAHjx4gXatWsn8ZSiXl5e6NWrF2fMbWZmBk9PT4nWl8fMmTPh7+8v1Trfvn2Dq6sr3r59y5ZpampiypQpiu6eTNq0aYM5c+Zwym7evIkuXbpwAjLFycvLw9q1azF69GjOOXXdunWxYcMGhfdXWExMDDp27MiZFrt69eq4ceMG58YLRSk6LouKikJYWJhE69WpU4cTxJ6fn4/evXsXewMowzAYOXIkJ+OygYEBb1rw4hQdV5YrVw7t2rWTeF1CCCGE/LhoGlxCyI+rcn2gUh3g61v+Y6/OAL+MVnmXCCGEEGVxdXXl/WA9depUfP36lTMdliQcHR1hamqqyO4pTM+ePbFs2TLO9KcfP35E586d0bFjRwwZMgSdO3cWGTj27NkznD9/HkePHpX4IsTPYteuXTh69Cg7VZ6DgwMn2w3DMHjy5An27duHffv2cQIlevXqJdVd5VWqVMGJEyfQpUsXNqPJ9+/fMXr0aBw8eBDjxo2Dq6srJ9sDAPj7+8Pb2xu7du3iBWKNHz9e4qlP5REdHY0pU6Zg0aJF6Nu3L1xdXdG0aVORgREJCQm4evUqduzYgQcPHnAeq1GjBu/OfHVq2LAhPD09MWjQIPa9/fbtG3r27Ik//vgDI0eOROfOnaGjo8Ouk5+fjzt37uDAgQM4ePAgL3hm7dq1UmUOHDhwIObNmwegYDsHBARIlF2sXLly2LNnD1xdXdmyy5cvo3nz5li3bh06dOjAZqnIzs7G+fPnMW3aNM5FLx0dHXh5eUnc11u3bnGmdio6tTP5n1GjRuHChQu8Mk1NTam/lxo0aKD2KcoUSdXbRkNDA//99x9+++03zsXM7du348KFC5g8eTL+/PNPXj2RkZE4evQoNm/ejLg4bnb6Fi1aYOfOnRL3s3///pg5cyZ7AfnMmTMSHSMGDx6MVatWsceYixcv4o8//sC6des42eS+f/+OCxcuYM6cOexrrF+/Pl6/fi1xH4s6e/Ys+3/VqlXLxHRlTk5OcHJywsaNG3H+/Hl4eXnh6tWrSg3SE0VHRwfdu3eHu7s7unbtKtP0qERyS5YswT///MMpK5zOUtrjia2tLWxtbUt83q5duxAWFsbJDHr8+HHcunULkydPRv/+/Xn1xMfH4/jx49iyZQsvqKJWrVo4cuSI0rNbxcbGolOnTpygQgMDA8ycOVPqjMIASkWGZHXx8vKCi4sLZ7udOnUKly9fxqhRo9CjRw+0bt2aM3YECoI179y5g5s3b+Lo0aOc8RQpCNhq0KABBgwYgC5duqB69eqcx9PS0nDp0iWsXr0aQUFBbLmGhgb27dsn0c1ThUaOHImgoCDOd/mzZ8/g6OiI0aNHY/DgwWjRogVnnYyMDFy4cAG7du3iBbWXK1cOx48f59xEoyzXrl3DunXr0Lx5c/Tr1w/t27dHgwYNeNlaGYZBaGgojh8/jq1bt3IyvgHAlClTeBnG1Wnx4sV4/vw5J0vqrVu30LBhQ0yYMAEDBgzg9TcpKQmnT5/Gtm3bOJ8JoCB48tSpUyVmQJZXRkYGOnXqxAm61dTUxOzZs/H27VtOgKQkWrduXWKW04EDB2LHjh3s8pkzZzB9+nSJ6t+5cyfu3r3LZr3/8OEDHBwcsGbNGvTr14/zO8SjR48wa9YsXva+9evXw9LSUqL20tLScPPmTXa5R48eSn9PCCGEEFJGMIT8gF68eMEAYP9evHih7i4REZKTk5kzZ86wf8nJyYpv5MZyhllkJOLPmGFSYhXfHiGEKFhOTg7z6tUrzl9OTo5cdebm5jKJiYnsX25uroJ6S9Sp6NhH3j8/Pz+F98/Z2ZnThrx27drF6OjoiOy/QCBgzMzMGDs7O8bJyYmxtrZm9PT0xL7e/v37K+AVMoyfnx+n3ho1aki8rqenJ2ddZ2dnmfshS13Tpk3jrKOjo8PUrVuXad68OVO/fn3G2NhY5Lbr2rUrk5mZKVM/7969y1SuXFlkvVpaWky1atWYZs2aMXXr1mUMDQ3Fvn9z585l8vPzZepDIUm316ZNm0T2wcLCgmnQoAHTokULxt7enrGyshLb36pVqzIhISESHX9r1Kih9H2zqFOnTjEGBgYi+62rq8tYW1szTk5OTK1atZhy5cqJfe927NghdduRkZGMQCBg65kzZ45U68+fP19kf0xNTZkmTZowjRo1Evk50tDQYPbv3y9VW+PGjeNsl2/fvkm1vrJERESo9PNSEuHPrzx/np6eCu+f8PaS57tJ2rrUtW2io6OZZs2aif3uNDc3Z5o0acI0btyYqVSpktg2O3fuLNP5e/v27dk6rKysJD52F93niv5Vq1aNad68OWNnZ8c7Jv3222/Mnj17OGX79u2TaAwcFxfHaGhosOvNmDFD6tdaWsTFxTHr169nGjVqxCQmJiqtncjISMbR0ZHZunUr8/XrV6W1oyyKGKcKfz4jIiJk7o80dQn3XZ6/RYsWSdzH5ORkpkuXLmLrqlixItOoUSPGwcGBMTc353zHF/1r1qwZEx0dLfO2YhiGcXd3l2h7CY/V5f1TNeExvrTfjcLfVe7u7nL1Jzk5menevbvY7aOjo8NUq1aNadq0KWNvb89UrlyZc2wt+qepqclcvHhRrv4UEv48SPO5Ft6f5Bl/yFJXxYoVOetUqFCBady4MdO8eXPG2tpa5Pmvpqam1GPZQvn5+czcuXPFvoeGhoZM3bp1mWbNmjHVq1dntLW1RT7PzMyMuXfvnkx9KCTN59ve3l7k583GxoZxcHBgfvnlF8bOzq7Yc0h3d3cmLy+vxH7Jc44vi6ysLMbDw0Nsv01MTBg7OzvG0dGRsbKyYjQ1NUU+r2bNmsyrV6/k6suiRYs4dYo7txA1DpbnT9LvT1tbW3adli1bSvXaLly4wOjq6vLa1tfXZ7evuN8qhg8fLlVbx44d46yvqGOdpOg3YEIIUQ86/iqWMq6TMoz6Y4poGlxCyI+tgZuYBxjg9XlV9oQQQgghCjR27FgEBASInC6QYRh8+fIFr169gr+/PyIjI/H9+3fe86pXr44DBw7Ax8dHFV0uU7KzsxEaGoonT57g9evXvKwXWlpamDt3Ls6ePVviXe/itG7dGsHBwejduzfvsdzcXHz69AkBAQEIDQ3lTFVWyMbGBpcvX8aKFSsgEAhk6oOixMbG4uXLl3j06BFCQkLETgHWv39/+Pn58bJklBY9e/ZEYGAg2rZty3ssKysLkZGR8Pf3R1hYmMjpDu3t7XH//n2MGzdO6rZr1KiBrl27sss+Pj7FTnUpbNmyZdi0aRMvg0tiYiKCg4Px/Plz3ufIyMgIx48fx7BhwyRuJzs7G8eOHWOX+/fvX2ozkRIizNLSEvfu3cO8efOgq6vLeYxhGMTHxyM4OBjPnj3jZZ8BAENDQ2zYsAEXL16EkZGR1O3/9ddf7P/R0dGcLCPF2bRpE2fKskKfPn3CkydP8OrVK84xqV27djh79qzMGd28vb3Z44+GhoZU05yVNubm5pg2bRqePXsGExMTpbVTo0YNBAQEYMKECahYsaLS2iGlh5GRES5cuIBNmzbB0NCQ93hCQgKeP3+OoKAgxMfHc6ZlBABdXV3MmTMH9+7dkzg7ESldjIyMcO7cOezZs0fk9NbZ2dn49OkTAgMDERISgs+fP4sc23Xp0gUhISGccSAp8O3bNzx79gxPnjxBZGQkL7t41apVce3aNanGskUJBAKsWLECV65cEZlVMzU1FaGhoQgICMDHjx+Rk5PDe06vXr0QHByMVq1aydQHRcnOzkZERASCgoLw+PFjvHr1SuQ5pJGREXbu3AlPT0+lZ/OUhY6ODjw9PXH48GGRmRKTkpLw6tUrPH36FNHR0cjLy+M8rqGhgVGjRuHp06eoX7++qrqtFkXHlY8ePZJ4KlygYBrdq1ev8rZxZmYmu30/f/7MeUxTUxNz5szBvn37pOrnoUOH2P9tbGzQuXNnqdYnhBBCyI+r9I1GCSFEkSrbARVri37s5WnV9oUQQgghCtWoUSPcuXMHd+7cwdChQyUKmDExMUGfPn1w4cIFvH//HkOHDlV7oFdp0LNnT/Tt27fEbWhgYAAPDw88f/4cK1askHtqOwsLC5w4cQIBAQEYNmxYiYEEmpqa+O233+Dp6YnQ0FCV/9A9bNgweHt7Y8iQIbC2tpZonUqVKmHMmDHw9/fH4cP/x959R0VxvX0A/y69FxEQUEFRQUBEwW4Ee4ndGI0Ne6+xJHY0isYSu8beSyyx94JGTURFRAFB6VIEBJTe5/3Dl/0xOwts30Wfzzmcw8zs3Pvs7szsnZln7j2GmjVryjdIKTVq1Ah+fn64e/cuBg8eXOUQPZqamujZsyfOnTuHwMBAtGzZUuK6Z8+ezf8/NjYWt2/fFnv9N2/eYMSIETAwMKjwdWZmZpgxYwYiIiIwcOBAseq4cOECK4lp1qxZYq1PiLJpa2tj1apViIyMxMKFC0U6ljk6OmLVqlWIiYnBzz//LPHN7QEDBsDW1pY/vW/fPpHW09LSwsWLF7Fp0ybUqlWrwtfZ2dlh+/btuHPnjlSJaeVvwvbu3VukYUEJ+Rapqalh9uzZiI2Nha+vL2to6orY2tril19+QUREBHx9fTmJw6R64fF4GD9+PGJjY7F79254enpCXV29yvUaNGiAX375BWFhYbh27RqcnZ0VEK3qW7RoEdq0aVPlOVaDBg2wbt06hIeHo1OnTlLX2717d4SFheHQoUMifYfGxsbw9vbGs2fPcO7cOYUn3J48eRK///47unTpItLDAzweD66urli/fj0iIiIwZcoUlb8GMHz4cERHR2Pbtm3w8PCoMl4LCwtMmzYNoaGh2LNnD4yNjRUUqfKMHz+eP2QtwzBiJ9F5enoiIiICixYtqnQb1tHRQf/+/REYGAhfX1+x6khKSsK1a9f40zNmzFDJJFFCCCGEKAePEXysjZCvQEhICFxcXPjTwcHBdNKvgjIzM+Hn58ef7tixo0RP51fp3mrgn3VCFvCAuWGAYcUX+wkhRNmKi4vx7t071ryGDRtKlSBTUlLCesLY0NBQpAvqhEjDy8sLDx484E/L4zSEYRiEhYUhNDQUCQkJyMrKgpqaGkxNTVGzZk00adIEjRo1UvkL88pU/jOMj49HVlYW1NXVYW5ujsaNG6NFixacnstkqbS0FK9fv0ZoaCgSExORm5sLLS0t1KhRA/b29vDw8JBLe7H8NuHp6Yn79++LtF5qairevHmD6OhopKWlITc3Fzo6OjA2Noa5uTnc3NxYiTDV8fhbVFSEwMBAhIeHIzk5GXl5edDW1kbNmjXRsGFDeHh4QFdXV2b1eXh4ICAgAADQt29fXLx4UaJyCgsL8e+//yI6OhqpqalQU1ODhYUFGjVqhJYtW0p8k6RTp078c5jOnTvjzp07EpVDiCqJjo5GUFAQ4uLikJWVBR6PByMjI9jZ2aFZs2awsbGRWV3bt2/HjBkzAHxJHIyJiak0AU9QcXExnj17hlevXiEtLQ3q6uqoVasW3Nzc0LRp00rXFeUY/M8//8DT05M//fDhQ7Rv317k+Ej1pIh26rciMTERgYGBiImJwefPn8EwDAwMDFC3bl00bdpULsmvo0ePxuHDh/nT0dHRIj9UUZ0cOnSI1YPawYMHMXr0aJHXj4mJQb169fjT3t7eOHTokAwj/CInJweBgYGIjIzEx48fkZeXBx0dHejq6qJWrVpo1qwZbG1tVb4NrEy5ubkIDAxEREQEUlJSkJ+fDz09PdSuXRvNmzdHw4YVPJguI5mZmQgICEBERATS09NRWFgIPT09WFtbo3HjxmjSpInMvz9Jt+/S0lK8e/cOERERiIuLQ2ZmJoqKimBoaAhjY2PY2dmhefPm8rnnoEBpaWkICAhAVFQUPn36hOLiYujr66N27dpwdnZG48aNZX6dw8fHBytWrOBP+/n5Ce2BXZnmzZuHjRs3AviSsBgXFydxEvjLly8REhKClJQUFBQUwNzcHHXq1EH79u2rfICtIitXrsTy5csBADVq1EB0dLTCt8XqeA2CEEK+BnT8lS153CcFlJ9TJF30hBBSHTj3ryBZ7/+Hwm05QdEREUIIIUQOeDweGjdu/NUP9yJPyv4M1dTU0LRp0yoTLlSFubk5zM3N0aFDB2WHIjeamppo2bKlVD3miWPlypX4/vvvAQCXL19GeHg4HBwcxC5HS0sLXl5eMr2h9Pz5c9bDRr/99pvMyiZEmerVq8dK4JCnCRMm4Pfff0d8fDwKCgqwdetWsXop0dDQQJs2bdCmTRu5xLdu3f+uHXTr1o0S9QgRk7W1NQ1r+43T19dH+/btWcdPwZuVpHJ6enpo166d0oaWNTIyQseOHdGxY0el1C8ONTU1ODg4SHS+UJ2YmZmhW7duyg5D5SxYsAB//vkncnJykJKSgsOHD2PixIkSleXm5gY3NzeZxZaXl4ft27fzp+fNm1ftk0YJIYQQIlvU3y4h5OtX6VC4FxQaCiGEEEK+4PF4rL+vsfcLoprs7Ow42x9RHb169eLfmGQYhpU4o2y///47//9evXrJLVmIkK+ZtrY2li1bxp/etWsXMjMzlRjR/wQHB/OHKuPxeJSQ+w2jdqrq8vHx4Xw/5XvV+5aMGTOG81mI2js0ABw+fJizvo+Pj9ziJaTM/fv3Odte+V71iOIdOnSI852U71VPVVlYWGDWrFn86Q0bNqCkpESJEf3PgQMHkJqaCuBLnGU9SxNCCCGElKFkPULI14/H+9K7njCxj4GsZIWGQwghhBBCCKnY5s2b+cPUHjlyBG/fvlVyREBgYCDOnTsH4Etvg2XDLRFCxDdu3Dh+zyWfPn3Chg0blBvQ/1uyZAl/+NPhw4crrEdRQgghhBAimYULF/J7dH337p1KJHDn5eWxeo729fWFgYGBEiMihBBCiCqiZD1CyLfBqX8FCxjgzSVFRkIIIYQQQgiphIeHB8aOHQsAKC4uxuLFi5Uc0ZebQGVJPNOnT4ejo6OSIyKk+lJTU8O2bdv403/88QeSk5X7EN2TJ09w8eJFAICBgQGrJ01CCCGEEKKaDAwMWL2x+/j4ID8/X4kRAVu2bEFiYiIAwN3dnXqOJIQQQohQPKbsajMhX5GQkBC4uLjwp4ODg+Hs7KzEiIgwmZmZ8PPz40937NgRRkZG8qmMYYDtHkBaBHeZ3XfA6CvyqZcQQqRUXFyMd+/eseY1bNgQGhoaEpdZUlKCrKws/rShoSHU1dUlLo8QUQQEBCAjI6PC5bq6uvyhLwmRp8ePHyMvL6/C5aampnB3d5dL3XT8JYQQ5aFjMKkItVOrj6ioKERFRVX6mvbt20NHR0dBESlOUlISQkJCKn2Nu7s7TE1NhS7Lz8/Ho0ePKl2/fv36qF+/vsQxVoSOv6S8jIwMBAQEVPoaZ2dnWFlZKSgiIu3xhaguOv4SQohy0PFXtuRxnxRQfk6RdNETQkh1weN96V3voZDhdWIfA9kpgIGFwsMihBBCvhXySn4iRFx0s50QQggh5VE7tfqQVzJZdWBlZSVV8pKOjg66dOkiw4gIkYypqSltiypG2uMLIYQQQggRHw2DSwj5djj3Fz6fKaWhcAkhhBBCCCGEEEIIIYQQQgghhBBCiFxRsh4h5Nth6QLUsBe+LOSCQkMhhBBCCCGEEEIIIYQQQgghhBBCCCHfFkrWI4R8O3i8invXi30MZKcqNBxCCCGEEEIIIYQQQgghhBBCCCGEEPLtoGQ9Qsi3xam/8Pk0FC4hhBBCCCGEEEIIIYQQQgghhBBCCJEjStYjhHxbajWpZCjc84qNhRBCCCGEEEIIIYQQQgghhBBCCCGEfDMoWY8Q8m2hoXAJIYQQQgghhBBCCCGEEEIIIYQQQogSULIeIeTbQ0PhEkIIIYQQQgghhBBCCCGEEEIIIYQQBaNkPULIt6dWE6BGfeHLQi8oNBRCCCGEEEIIIYQQQgghhBBCCCGEEPJtoGQ9Qsi3h8eruHe9mEc0FC4hhBBCCCGEEEIIIYQQQgghhBBCCJE5StYjhHybnPsLn8+UAmGXFRoKIYQQQgghhBBCCCGEEEIIIYQQQgj5+lGyHiHk21TLFTCtJ3xZyAWFhkIIIYQQQgghhBBCCCGEEEIIIYQQQr5+lKxHCPk28XgV964X8xDI+ajQcAghhBBCCCGEEEIIIYQQQgghhBBCyNeNkvUIId8up/7C5zOlwBsaCpcQQgghhBBCCCGEEEIIIYQQQgghhMgOJesRQr5dVk0BUzvhy0IvKDISQgghhBBCCCGEEEIIIYQQQgghhBDylaNkPULIt4vHq7h3veiHQE6aQsMhhBBCCCGEEEIIIYQQQgghhBBCCCFfL0rWI4R825wHCJ/PlABhNBQuIYQQQgghhBBCCCGEEEIIIYQQQgiRDUrWI4R82yobCjfkvEJDIYQQQgghhBBCCCGEEEIIIYQQQgghXy9K1iOEfNtoKFxCCCGEEEIIIYQQQgghhBBCCCGEEKIAlKxHCCHO/YXPp6FwCSGEEEIIIYQQQgghhBBCCCGEEEKIjFCyHiGEWLkBJrbCl4VcUGQkhBBCCCGEEEIIIYQQQgghhBBCCCHkK0XJeoQQwuNV3Lte9D80FC4hhBBCCCGEEEIIIYQQQgghhBBCCJEaJesRQggAOPUXPp8pAcKuKDQUQgghhBBCCCGEEEIIIYQQQgghhBDy9aFkPUIIAQDrZoBJXeHLQi8oNBRCCCHka+Tj4wMej1fpX0xMjLLDJN+A0aNHV7ktEuU7fvw4//uoU6cO8vPzlRrP2rVr+fG0aNECDMMoNR5CqruioiI4OTnx96sdO3YoNZ7S0lI4Ozvz49m6datS4yGKdejQoSrbBvfv31d2mARATExMld+Vj4+PssOUGzs7u0rfu5eXV6XrUzuYqAovL69Kt0M7Oztlh/jNkfb4omwTJkzgxzp48GBlh4MePXrw4/n555+VHQ4hhBBCVJCGsgMghBCVwON96V3vXyEX5KMeALnpgF4NhYdFCCGESKqwsBBhYWGIiYlBQkICsrKyUFRUBCMjI5iZmcHV1RWNGzeGurq6skOVqcTERLx69QqxsbH4/PkzioqKYGJiAlNTUzRo0ABubm7Q0tJSdpjVQn5+Ph4/foyYmBikpqZCTU0NtWrVgpubG1xdXeVWb2xsLIKCghAbG4usrCzweDwYGxvDzs4OzZo1g5WVldzqlkRaWhrCwsIQFxeHlJQU5OTkQF1dHSYmJrCxsYG7u7vKxSyu8PBwhISE4P3798jOzoa6ujpMTU1Rr149uLu7w8zMTKb1ZWdnY8GCBfzpFStWQEdHR6Z1iGvmzJnYunUrkpKS8Pz5cxw8eBBjx45Vakxfg4yMDPj7+yMyMhKfPn3ib1v169eHq6srLC0tlR2iwmRnZyMkJARhYWFIS0tDfn4+TExMYGFhAQ8PD7netM7Ozsbz588RGRmJtLQ0FBYWQk9PDzY2NnB0dESTJk2gpibb5323bduGN2/eAADs7e0xceJEmZYvLjU1NaxatQoDBw4E8OUhg+HDh8v8+EaIIuTn5+PNmzcIDQ1FamoqcnJyYGxsDDMzMzRv3hwODg5yrfvFixd49+4dUlNTkZ+fD11dXVhaWsLBwQFubm7Q1NSUW/2yEBsbi4CAAMTGxiInJwfa2towNzdHw4YN0bRpUxgYGEhcdkxMDOrVqwcA8PPzU/nkF0lFR0cjODgY79+/R2ZmJoqLi6GrqwsTExM0atQIrVq1+urOQ+UlKysLjx49Qnx8PD5+/AgNDQ3Url0bHh4eaNiwodzqVXT7X1pJSUl4+/Yt4uLi8PHjR+Tm5kJLS4t/Hunh4YEaNarvtf3S0lIEBwfjzZs3SExMRE5ODrS0tFCjRg3Y29vDw8MDhoaGyg6TJS4uDhEREYiLi0N6ejpyc3Ohq6sLY2NjNGjQAO7u7jKL+fnz5zhw4AAAQENDA6tXr5ZJudLw9fXFrVu3wDAMtm/fjkmTJsn195cQQggh1RBDyFcoODiYAcD/Cw4OVnZIRIjPnz8zFy5c4P99/vxZuQHFP2eY5UbC/wIOKzc2Qsg3q6ioiAkNDWX9FRUVSVVmcXExk5GRwf8rLi6WUbRE2c6cOcNMmjSJcXFxYTQ0NFjtIWF/xsbGzOTJk5k3b97IPbbly5dXGU90dLREZUdFRTG//PIL06BBgyrr0NLSYtq1a8fs3LmTSUtLk9n7+/PPP6V6T9HR0Zx1JSVtWSEhIczgwYMZHR2dCj9HOzs7ZvPmzVIfj8okJiYyixcvZurXr1/ld+jk5MT4+voy6enpEtXl7e1dZR2VSU1NZTZu3Mj079+fsba2rrIsAIyzszPzxx9/MJmZmWIdf0WJlcfjMYaGhkydOnWYDh06MHPnzmVu377NlJaWSvT5lHn79i0za9YsxsrKqsr6W7RowWzbto3JycmRqs4yixYt4pffsGFDlfmd2rZtGz8uS0tLJjs7W9khVVuXLl1iOnfuzKirq1e6fdnb2zPTp09n4uPj5RKHp6cnq76DBw8qtKwnT54wv/76K9OiRQtGTU2t0s/C1taWWbNmjcTHPkFFRUXMkSNHmI4dO1bZZjA1NWXGjh3LPH/+XCZ1p6amMsbGxvzyjxw5IpNyqyJKG9jDw4Mf17Rp0xQSF1G+gwcPVvl76+fnV2kZgr/Zy5cvlzgeScp6/fo1s2LFCua7775jNDU1K30vFhYWzMKFC5mEhASJYyyvtLSUuXDhAtO7d29GW1u70rr19fWZH3/8kbl7965EdQlr5wr+SfLZFxQUMNu2bWNcXFwqLVtdXZ3x8PBgli9fzpSUlEgVf1XblDC2traVxufp6Vnp+tK2gyvz6tUrZvr06YyNjU2Vdejp6TFdu3ZlDh8+LNP21K+//irVe/Lz8+P89kpK2rL+/fdfpnv37pX+Rru4uDCHDx+Wut1fRpHtf8F2k7B2T2ViYmKY1atXMz169GBq1qxZ5TYHgGnZsiWzb98+sc9hq4q17DMxNjZmbG1tmS5dujALFy5knjx5ItFnU15AQAAzbtw4xtTUtMpjk5eXF3Po0CGJz9GlPb4EBwczy5YtYzp27Mhq51X2mXXu3Jk5c+aMRPGW165dO365Y8eOlbo8WRk0aBA/ru+//14pMdA1YEIIUQ46/sqWPO6TMozyc4ooWY98lZS9YxHRqFyyXmkpw2xyEZ6sd2SAcmMjhHyzKFmPiEOUGyPC/jQ1NZnly5fL7CK/MILJehs2bGBu377N+svLyxOrzI8fPzITJkyoMtmjoj9tbW1m3rx5zKdPn6R6b+/fv2eMjIyE1lHdkvV+++23KhNGyv81b96ciY2NlTjWgoICZtmyZZUmBlb0Z2RkxGzZskXsG6UhISGcbc/V1VXkz+v27dsSbW8AmHr16jFXr16VabJeRX+NGjVirl+/LtZnwzAMk5mZyUydOlWi/crS0pI5ceKE2HWWl5KSwujr6/PL3L17t1TlyVJubi7rZuCaNWuUHVK1k5CQwHTt2lXsbUuSbVkUykrWCwwMFCk5WdhfrVq1pP48bt++LVKCu7C/wYMHM0lJSVLVP3/+fH55devWlVnid1VEaQOfPn2aH5uWlpZUv3Gk+hBM1ps/fz6nrVBVoqyykvXi4+OrTDCrrC11+LB0D6cGBAQw7u7uEtXfqVMn5t27d2LVl5eXx/luNmzYINVn/99//zH29vZixy/uuQvDyDZZz9LSkvNZVJVULbhtHTt2jFOGuGJjY5mBAwdKtA2UbYe+vr4SfZ7lvXjxosLENlGpQrJeUVERM2XKFLE+w27dukmVzK+M9v/z5885256lpaXIn9fevXsl3ubc3NyY169fixyrKMl6Ff25u7szT58+Ffvz+fDhAzNkyBCJ6rS3t2du3boldp2PHj3ifCfly60qWW/x4sUSf04dO3Zk4uLixI6ZYRjm6tWr/HJ4PB4TFhYmUTny8PTpU9b7/O+//xQeA10DJoQQ5aDjr2x9rcl6NAwuIYSUqWwo3GgaCpcQQkj1pKOjg7p168LY2BilpaX4+PEj4uLiwDAM/zVFRUVYsWIF3r9/j/379yskLnd3d6mGfXry5Al++OEHJCQkCF1uaGgICwsLmJmZISMjA0lJScjOzma9pqCgABs2bMChQ4eQmpoqcSxTpkxBZmamxOurikmTJmHPnj2c+TVr1kTdunVRUFCAqKgo5OXl8Ze9ePECXl5eePz4sdhDvX748AH9+/eHv78/ZxmPx0PNmjVhY2OD4uJiJCYmIj09nfWazMxMzJo1C7du3cLJkydFHkLHyckJTk5OrHmmpqZixS5MzZo1YWlpCUNDQ+Tm5uL9+/fIyMhgvSY6OhqDBg3C8ePH0alTJ6nrrMzbt2/Rs2dP+Pj4YPny5SKtEx4ejr59++Lt27ecZWpqarCwsIC1tTXy8vKQlJSET58+sV6TnJyMYcOG4d69e9i5c6dEw9ytXbsWOTk5AABLS0t4e3uLXYa86OrqYvr06fDx8QEArF+/HtOmTVO5IadUVUhICLp164bExETWfB6PBysrK1haWkJNTQ3p6emIjY1FaWmpkiKVv/j4eERFRQldZmxsjFq1asHY2BgfP35EdHQ06zf7w4cP+P7773H8+HEMHTpU7LqXL1+O3377jVVmGX19fVhbW8PY2BgfPnzAhw8fUFxczHrNmTNn8M8//+D8+fNo06aN2PUnJydjx44d/Ok5c+ZAQ0N1Lk8OGjQI9vb2iIyMRGFhIVatWiX0t5F83ZycnNClSxdlhyGSjIwMBAcHC12mr68PKysr1KhRA58/f0ZERARKSkr4yzMzM+Ht7Y3k5GTMnz9f7Lr37NmD6dOno6ioiLNMV1cXVlZWMDMzQ0pKCpKSklBYWMh6zb1799CsWTMcP34cffv2FalOHR0dzncjzTHk9OnTGDFiBOc9aGpqwsbGBubm5igsLERycjI+fPggUpmlpaX49OmTxENu5ubmAgD09PQqfZ2wz0Jc7dq1k2qY9StXrmDEiBH4/Pmz0OWmpqYwNzeHkZERUlNTkZqayn9/ZTIzM7Fo0SL8/fffePbsmURxFBcXY+zYsZzfrOqmpKQE/fr1w7Vr1zjLrK2tYW1tjezsbERGRrK22Vu3bqFr16548OAB9PX1xapTWe1/d3d3zjwdHR2xYhfGysoKNWvWhL6+PrKzsxETE8O5DvDy5Ut4enri7t27cHNzk7rOygQEBKBt27b4888/MW7cOJHWefLkCQYMGCD0mKOhoQFLS0tYWVkhMzMTiYmJnPcXGRmJ7t27Y+nSpVixYoXIsbZr107k14qKx+PBxsYGZmZm0NHRQVZWFqKiopCfn896nZ+fHzw9PXH//n3UrVtXrDqWLVvG/79v374qNdRsixYt4OXlhfv37wP4EuutW7eUGxQhhBBCVIaasgP41jEMg+joaFy6dAk7d+6Er68vNm7ciAMHDuDhw4ecRquyFBcX4/Hjx9i9ezd8fX3x+++/48iRIwgJCVF2aITIlnN/4fNLi4GwqwoNhRBCCJGEtbU1JkyYgKNHjyIiIgI5OTkIDw/H06dP8fz5c8TExCAtLQ179uxB7dq1WeseOHAABw8eVFLkort37x46d+7MSdRr2LAhNm7ciNDQUGRmZiIiIgL+/v54+/YtsrKyEBsbi23btnGSBD9+/ChxLCdOnMCVK1cAQOwbI6pk9+7dnGSEtm3b4vHjx0hJSUFAQACCg4ORlpaGQ4cOwdLSkv+66Oho/PTTT2LVl5ycDE9PT06inp2dHTZt2oT4+HikpKQgMDAQr1+/RlpaGqKiorBmzRpW3QBw9epV9OzZk5/gpQg8Hg+tWrXC0qVLcevWLaSlpSE1NRXBwcH477//EBQUhPT0dAQHB2PGjBlQV1fnr5ufn48JEyYgLS1N7HpHjhyJ27dvs/5u3bqFM2fOYOXKlWjevDlnHR8fH5GScMPCwtChQwfOjTpXV1fs2bOHf6M9ICAAoaGh/OSAJUuWcJLV9u3bh6FDh7ISAkTx6dMn1nY4ZswYaGtri1WGvE2YMIH/faanpysswbm6e//+PSdRr3bt2ti5cycSEhKQkJCAFy9e4Pnz54iKikJWVhb8/Pwwb948sROBq6PWrVtj+/btCAkJwadPnxAWFgZ/f39ERkYiOTkZq1evZiVtlJaWYtSoUQgMDBSrnlmzZmHlypWsRD1NTU1MmzYN//77L7KysvD27Vs8e/YM79+/x6dPn3Dq1CnO72ZycjK6du2KR48eif1et23bxk/U0NXVxejRo8UuQ57U1NQwYcIE/vThw4eRnJysxIgIEY+LiwvWrVuHgIAAZGZm4t27d/D390dYWBjS09Oxfft2mJmZsdZZsGABvz0rqk2bNmHSpEmshCEej4cRI0bg9u3byMrKQmRkJJ4+fYqYmBhkZWXh8uXL6N+/P6uc7OxsDBw4EGfPnpX4PUvq5s2bGD58OOs9tG7dGufOnUN6ejqio6Px9OlTvHz5EklJSfj48SPOnj2LUaNGVZpId+jQITg6OuLkyZNix3Tr1i24uLhgzZo1Er0nRTp+/Dj69+/PSdRzd3fHzp07ERMTg/T0dISHh+PJkyd4+fIlEhIS8PTpU6xZs4aTrCXNw1Pr1q3Dy5cvAVTvc7IlS5ZwEvX69OmDV69eISEhAc+ePcObN2+QmpqKTZs2sdrgAQEBmDp1qlj1qUL7Xxrq6uro2LEjVq1ahX/++QefP39GYmIiXr16hf/++w+vX7/G58+f8fTpU4wYMYK1bnp6OoYMGYKCggKx650/fz7nnOzmzZv466+/sHjxYjRq1Ij1+uLiYkyaNEmkJK1Hjx6hS5cunES99u3b4/jx48jIyEB8fDyePXuG8PBwZGVlwd/fH7NmzYKWlhb/9QzDYOXKlZg9e7bY708a2tra6NWrFzZs2AB/f39kZ2fj/fv3ePnyJZ48eYKQkBB+O79Xr16sdaOjozFq1Cix6rtz5w4CAgL401OmTJHJ+5ClyZMn8/+/ffs2/1hFCCGEEELD4CpBeno6c+DAAebHH39kDaEj7E9TU5Pp378/c//+faXEmpWVxSxevJipUaNGhTE6ODgwBw4ckOuwaeJSdpeVRDQqNwwuw9BQuIQQlUPD4BJxBAUFidUmS09PZ5o3b85qN1lZWYk9rKgoBIfBlWTYJ4ZhmJiYGMbU1JRVlpaWFrN582amsLBQ5HL8/PyYFi1a8MuQRGpqKqs9v3HjRk5buToMg/vp0yfG2NiY9fqBAwdWeqyJjo5m6tSpw1rnzJkzIsVXUlLCdOzYkRPjtGnTmOzs7CrXT0tLY4YOHcpZf/To0SLVL4zg0EaVSU1NZeLj48Uq/9atW4yWlharjpkzZ4o9DK4ow7odPnyY0dbWZq1nZmZWaVs7NzeXcXR0ZK3D4/GYlStXivSb8/79e6Zz586c78THx6fKdcsrP4wdj8djIiIixFpfUXr37s0aZkoex0xJlR8eT5ohGGWtS5curG1jyJAhIu3vDPOlLZSVlSWXuJQ1DO7ly5cZNTU1ZsSIESJfrwgKCuJcm+nQoYPI8R04cICzjzZp0oQJCgoSeX1dXV3W+hYWFkxycrLIMeTl5bF+N0eOHCnyurIgahv4w4cPrKEUxT2WkepHcBhcSY4FyhoG9/Xr1wwA5vvvvxd5eL24uDimXr16rDrs7e1FbkvfvXuX4fF4rPXr1q3LPHjwQKT1L126xLkmrqury7x580ak9QUJDjcqymeflpbGWFhYsNbbsGGDyOdSnz59EvraoqIipnbt2vwye/XqxRpOu6JhcFNTU5mRI0eyPo+UlBRO+eV/5yUZolVw2xL1XEXQs2fPOG1bY2Nj5ujRo0I/l4qOv3///Tfj4OAg8fthGIYJCwtjtX2FnZOJSpnD4L57944zDO3MmTMrXScgIIBzHvfs2TOR4lOV9n954mzf79+/Zz5+/ChW+YcOHeLEu3PnzirXE7e9WFJSwqxbt45znHR0dKz0/O/Dhw+c45K2tjaze/dukY5NISEhTLNmzTjv8dChQ1WuW5Hy5VQ1DG5kZCSTmZkpVvkrVqzgxHvt2jWR1y9/XmZra6tS52VlCgoKGDMzM36c0ly3kARdAyaEEOWg469sfa3D4FLPego2bdo01KpVC2PHjsXp06er7MWjqKgIFy5cgJeXF7y9vRU6vNbr16/h6uqK1atXc4acKi88PBxjx45Fz549K+zynpBqg8cDnPoJX1Y2FC4hhBCiolxdXcHj8UR+vampKY4dO8ZaJykpCY8fP5ZHeFIrLi7GTz/9xBpaVF9fH1evXsWsWbPEGnLTy8sL/v7+WLp0qVifWXkzZ87kt+fd3d0xa9YsicpRtp07d7La8bVr18ahQ4cqHVLMzs4Ohw8fZs1bsmSJSD0prF+/Hn5+fqx5v/76K7Zv3y5STxg1atTAiRMnOE/dHzp0SCG9spQNzyuOrl274ueff2bNu3TpkizD4hs1ahS2b9/OmpeWloYjR45UuM7PP/+MsLAw1rydO3di6dKlIg0tV7t2bVy9epUzFNuqVavw5MkTkWPftWsX//82bdrA3t5e5HUVqfy2FxkZSUMZVeHw4cO4c+cOf7pPnz44fvy4yD3faGhowMDAQF7hKUWjRo3w6tUrHD16FM7OziKt4+rqyun99p9//kFERESV60ZGRmLmzJmseS4uLvDz84Orq6tI9Y8ZMwbnzp1j9dqSkpKCsWPHirQ+8GUI3fLXwUaOHCnyuopkaWmJbt268af37NnzVQ/LTKo3c3NzPH78GFeuXEHr1q1FWqdOnTr4+++/oab2v1sDkZGR/GH6KpOeno5Ro0axeui0traGn58fOnToIFL9ffr0wc2bN2FsbMyfl5eXh2HDhnGGypWXuXPnIiUlhT+9bt06zJ07V+TzAmNjY6Gv1dDQwN9//80fTvLatWtwdnbGli1bKjyOHD9+HI0bN8bRo0cBfBmG+fz58zA3Nxf3bSlEZmYmhgwZwvquLCwscP/+fYwYMUKsc6sBAwbg1atXIg8PKohhGIwfP57fO1q/fv0wcOBAicpStvXr17POpdzd3fHHH39Uuk7z5s2xadMm1ryFCxeKVJ+qtP8lVbt2bU4voVXx9vbG0KFDWfPkcf6opqaG+fPnY9GiRaz5YWFhuH79eoXrjRkzhnVc0tTUxNmzZzFx4kSR9isnJyfcvXuX07abMWMGoqKixHwX4qtfvz6nx8WqLFu2DG3atGHNE/U7iY2NZfVEOXz4cNbvmqrQ0tLCkCFD+NMnT57kDCdNCCGEkG+T6rVcvnL+/v5CLzqoq6ujdu3acHd3h6urK+tiRZkjR46ga9euyM7Olnuc4eHh6NSpE6Kjo1nzDQwM4OrqioYNG3Juht68eRM9e/ZUmaF7CZGY0wDh82koXEIIIV+hxo0bc4YgevPmjZKiqdzOnTvx33//sebt37+fc4NAVDweDytXrsS5c+fEXvfKlSv8oa3U1dWxd+9e1lCn1cnFixdZ0zNnzhTpInvHjh3Rtm1b/nR4eDj++eefStd5//49li1bxprXv39/sYf64vF4OHDgAFq2bMmaP2XKFP7wiqpGcOilmJgYiYZdEsW4cePg4ODAmldRQpm/vz/+/PNP1rxZs2axhusRhba2Ns6fPw9bW1v+vOLiYowfP551Q78i//33HyIjI/nTqnyjtWfPnqzheY8dO6bEaFRbYWEhfvnlF/60kZERdu/eXW2Pl7LSqFEjkZP0yuvbty+cnJxY827cuFHletOnT2ddSzIwMMC1a9fEvsnds2dPbNy4kTXv6tWrOH36tEjrl99XTE1N0bFjR7HqV6QBA/53XSAxMRH37t1TYjTSefXqFX7++We5H6tmzJiBzZs3SzWUJRGfpaUlqz0mKjc3N/To0YM17+bNm1Wut3jxYiQkJPCn1dXVcenSJdSvX1+s+ps3b87ZJgMDA7F582axypFEUFAQDh06xJ9u1aoV5s6dK7PyW7RogUePHuHUqVOwtbVFdnY2Zs+ejTZt2uD169f818XExKBnz54YMWIEPn78CDMzM2zfvh1BQUHo3r27zOKRNR8fH1bij5qaGi5cuAA3NzeJytPS0sK+ffuqTEwTZseOHfwh2Q0NDTkPrFQngg/y/PLLLyK1l0aNGoU6derwp+/cucO5pyNIVdr/yiB4TibPax8LFy6EiYkJa15F52R//fUXJ5Fv3bp16N27t1h1mpqa4tq1azAyMuLPy8rKwvTp08UqR5GGDx/Omhb1Ozlx4gQrCVqVzx/LtysLCgqUMvQ7IYQQQlQPJespkYmJCaZOnYqrV68iIyMD79+/x/PnzxEUFIS0tDT4+fnhu+++Y63z9OlTjB49Wq5xFRcXY/DgwaynnWvUqIHDhw8jPT0dQUFBePv2LT58+IDFixeznlb577//sGDBArnGR4jc2TQHjOsKXxZ6QaGhEEIIIYog2HtVVb0/K0NJSQnnBs7AgQNZTyhLqvyFU1FkZmZiypQp/OnZs2ejWbNmUsehDDk5OQgICGDN69u3r8jr9+nThzX9999/V/r67du3sx5eMjAwwNatW0Wurzx1dXXs2rWLdRPr48ePlfYgp0zCeolLS0uTS108Hg+9evVizSt/c7g8wf3KxsYGv/32m0T1GhgYYMuWLax5ISEhIt38P3HiBGu6X78KersWw8uXL3HixAls3rwZa9euxYEDB3D79m3k5eVJVa6BgQE6d+7Mn75w4YLKJokq28WLF5GcnMyfnjhxIqysrJQYUfUneJ0oLi6u0teHhoZyEvpWrlzJurEvjqlTp3KS/EVJsEhJScHdu3f507169RKp556KREdH48qVK9i5cyfWrFmD9evXY//+/bhz545MHnLt27cvqxcbwWOUqktNTcWWLVvQrFkzNG3aFJs2bZJ7++7169eYM2cObGxs0L9/f5w/fx5FRUVyrZNIR9zjSVpaGqdn5WnTpnGOCaLq3bs3+vfvz5q3bds2FBcXS1SeqPbs2cOaXrp0qVx6YxoyZAjCwsKwatUqGBgY4OnTp6z2zdixY3Hjxg1oampi9uzZiIiIwLRp06Q6Nsrbp0+fsHfvXta8skREaYmbaBMXF8fqRc7X1xe1a9eWOg5lCA8Px4cPH/jT6urq+P7770VaV11dndPur+qcTFXa/8qgyGsf+vr6nAcTRD0na968OWbMmCFRvTY2Nli5ciVr3o0bN1T2oUxJv5PybTMbGxuJf4vKFBYW4sGDBzh06BDWrVuHjRs34ujRo3jy5InUPSx7eXmxOmipbu1KQgghhMgHJespgZ2dHfbt24fExETs2LEDvXr14vRcoa6uDi8vL/j5+WHixImsZefOneMMGyVLBw4cYJ00mJqa4uHDhxg1ahSrN70aNWpg1apV/C76y+zatQvv3r2TW3yEyB2PBzhVcJM66j4NhUsIIeSrI9gzsuDT36rg7NmziI2NZc3z8fFRSiwLFixAfHw8gC9te8EL4dVJYmIi64aojo4OGjVqJPL6TZs2ZU1XNrRrbm4u5+behAkTJE4YAb7cxBBM6tqyZYtK9uQgrAdyee5rgj3cCLvp8f79e87NvAULFog9fFF5/fr1Q/PmzVnzROkl5+rV//VgXadOHTRo0ECi+rOysrBkyRLY2NigWbNmGD58OObMmYOFCxdi3Lhx6NatG2rUqIEBAwYgODhYojoAsG685eTkiDR04Ldo//79rGnB3kyI+ExNTVnT5YcxF0bwBrqFhYVUvauoqalh+fLlrHn+/v5VDnl3/fp11vB+4vaql5+fj3PnzmH48OGwsrJC/fr10adPH0ybNg2LFi3CggULMH78eHTt2hUmJibo3r27VPulhYUFqxfDa9euqeRvS3lFRUW4cOEC+vfvDxsbG8yePRsvX75UShwXL17EwIEDYW1tjVmzZuHFixcKj4NUTdzjyZ49e1gJ75qamli6dKlUMQi2o+Pj4+Xa41BeXh4rSaJmzZpy7cVOR0cHixcvxtu3bzFmzBhWEjDDMOjduzeCg4OxadMmlTwHE7R7925WQrSWlpbIw67K2qRJk/ixtG7dGlOnTlVKHLIgmCjboEED6Onpiby+OOdkqtT+VwZFX/sQ5Zzsv//+w9OnT1nzli9fLlVP1NOmTYOFhQV/mmEYTptQVUjyncTGxrLO5aTprTk6OhojR45EzZo14eXlhTFjxuCXX37BvHnzMGrUKLRp0waWlpaYOXOmxMmdGhoaaN++PX/64cOHyMzMlDhmQgghhHwdKFlPwVasWIHw8HCMGzcOurq6Vb5eXV0dO3fuhIeHB2v+vn375BJfYWEhVq1axZq3YcMGzjAr5Q0bNox1wb24uFhpN04JkRnnSobCDb+m2FgIIYQQOWIYBs+ePWPNk/aJZHkQvKHQqlUrNGnSROFxPHjwgNUbx65du8S6kaJqBHt2MzU1Zd1ErIrgEIpxcXFITxf+YMO9e/eQkZHBmjdmzBiR66qIYM/jYWFhCA0NlbpcWfP392dNN2rUSK7bTvkHrQAI7aXm4sWLrPlaWlqcYYgkIfid3L59u9KbEW/fvmUN19WhQweJ6n3w4AEaNGiA1atXIzExscLX5efn84drW7x4sUR1eXp6sqZFGYr0W5Ofn88aOtTU1JRzM5mIr/zwkwD3OCxI8PdzxIgRnOODuHr27AlLS0vWvKqGlBfsYUdwH6pK+/bt8cMPP+DEiROs3oeEKSkpwa1bt9CxY0dMnz5d4l66yseYnJyMwMBAicqRt8DAQMyaNQvW1tYYMGAALl68KLRHO3n31iWs/I8fP2Lr1q1wd3eHq6srNm7cyOptkyiXuMcTwf28T58+qFmzplQxNGnShJPkU9XxRBr//vsvPn36xJ/+7rvvFNKTHY/HE9rGVlNTE6vtrWyCvykDBgyQehuQxJEjR/htL01NTezZs0cuvSMqiuA5WY0aNcRaX3DfrSxRW1Xa/8oieE4m72sfopyTCR7zLC0tOb0liktDQ4PzkExVPS4qiyTfibTtyjKbN2+Go6Mjjh07hqysrApf9/HjR2zbtg329vYSf47lYywuLsadO3ckKocQQgghX4/qewZTTX3//ffQ0tISax11dXXO0LLy6kb85s2beP/+PX/azs5OpBtoPj4+rAsLZ86cqfJpTEJUmo07YFxBLy8hFxQaCiGEECJPBw4cYCW1ODo6omXLlkqMSLiHDx+ypmUxRKa48vLyMGHCBH7POj/99BN69Oih8DhkSfCmVvlej0QhLBmgouF1Hj16xJpu2LChTBIue/bsyXkQ6vHjx1KXK0ulpaVYs2YNa97QoUPlWqdgspqwG/CC34mnp2eVN+pFMWjQINZ0aWlppb1uCe7fgg+rieLq1avo0aMHUlJSWPN1dHTg6OiI5s2bw9zcnLWspKQEvr6+GDdunNj1NW3alHVz/59//hG7jK/dy5cvWceI8ol6aWlp2Lp1Kzw9PVG7dm1oa2ujVq1aaN68OebMmUOfZwUYhuHst5X1hhoWFsbpAURw/5SEhoYGZ8j0qo675fdzExMTsXvPFNY7qbW1NVxcXNC6dWs0adKENbxYmR07dnBGrBCV4M1iVdouk5OT8ccff8DV1RXNmzfH1q1bhfb2YmRkhDFjxsDPzw/Tpk2Ta0wXL17E4cOH0blzZ6FJM69fv8a8efNQu3Zt9OnTB2fPnkVhYaFcYyKVE/z9rex4kp2djaCgINY8WRxPhJUjz3ac4ENK5X+b3r17h0WLFsHd3R3m5ubQ0dFBnTp10KFDB/z22294+/at2PUVFBRgzZo1aNSoEQ4cOMDqoZPH4+HSpUtwdnbG3LlzVf5aek5ODqeXTGWck6WkpGDOnDn86Xnz5inlIS5ZkvU5WWZmJicZt4yqtP+VIS8vjzPcrLe3t1zrlOScrG/fvjJJIhb8TlJTUyU6jslTSkoKZ2hyUb4TWZw/Ll26FHPmzOG0RUxMTNC0aVO4uLjAwMCAtSwzMxM//vgjDh48KHZ9qtyuJIQQQohyULJeNfHdd9+xptPS0pCbmyvzei5evMiaFuyevyL29vasJ0OKiopw7Rr1PkaqMR4PcKrgglPUfSAvQ/gyQgghpBo5fPgwa7ggNTU1bN++XeV6d4iMjERSUhJrniQXY6W1fPlyvHv3DsCX3g5UdWgfcQj22pCRkSE0Aa8igolRQMXJeoI3XmXVi4GGhganty5VStb79OkThg0bhgcPHvDnNWrUCJMnT5ZrvYLDP9arV4/zGnl9J9bW1qhVq1aldZUXEBDAmnZxcRGrvvfv32PEiBGsZB4zMzPs3bsXqampePPmDQICApCSkoJ///2XNQQR8CVp+c8//xSrTi0tLVZSQ0hIiNBkom+ZYEJE2TBgJ0+ehL29PWbNmoV//vkHCQkJKCws5PdctnnzZnh6eqJLly4qd0NR2e7fv8/qhZLH41WaNC6436mrq8PNzU0msQgeLwICAircB1JSUvjDxwOAs7OzRHXWrVsXc+fOxd27d/H582ckJCTg9evX+O+///Dq1StkZGQgKCgIU6ZMYQ0dd/DgQZw/f17s+gSTP54/fy5R3LJSWFiIc+fOoU+fPqhduzbmzp2L169fc16nrq6Onj178nshPHDgALy8vOTevtPX18eoUaNw584dxMXFYe3atUK/6+LiYly5cgWDBw+GlZUVpk2bxjleEPmLjIxktU0AVNqTk7+/P6dHKFm1GwTLSUpKYh3rZEnYb1NRUREWLVoER0dHrFmzBi9evMDHjx9RUFCA+Ph4PHz4EMuWLYOTkxMmTZpUae9L5Z09exaNGzfGokWLkJWVhZYtW+LChQv85QcOHED37t1RVFSEP/74Aw0bNsSff/4pdqKWojx58oSzDSjjnGz69On8nrwbNGiAZcuWKTwGWRM8JxN2jlUZVTgnE7f9r2gJCQn4/vvvWW1LLy8vDBkyRG51MgzDScgSPCfLy8vjJMHK6jtxc3PjDKWrSt9JWFgYunbtyuqZ39vbG61bt65y3fLnj+rq6mjcuLFYdV++fJkzwpiLiwtu3LiBjx8/4uXLl3j9+jXS0tJw+vRp1Knzv04dSkpKMHnyZLx69UqsOlWtXUkIIYQQ5ZN/H+9EJkxNTTnzPn/+LPNhk65evcqa7tatm8jrdu3alXVD6MqVK/jpp59kFRohiufUH/hvO3d+aREQdg1oJv0QAYQQIk/FpcVIzuUOM1VSUoKc3Bz+dCYvk3MBj4jHUs8SGmqq17R++/Yt4uLi+NNFRUXIyMhAcHAwLl68yBoqVEtLC3v27EHnzp2VEWqlwsLCOPOaNWum0BgCAgJYT+GvX78eFhYWcq1T0mFRxBlernbt2tDU1OQn6BUVFSEoKEjkG2/CLjBXVL/g9yjL77BZs2asnhsqujklLw8ePGAlOebm5iIpKQlPnjzB+fPnWT2lNGjQAGfOnOH0BihLT5484dwY6tSpE2s6JyeHlTwDyP47uX79On+6su9E8EaHg4ODWHVNnTqVNaRdnTp18PDhQ9ja2nJe26ZNGzx48ACjR4/G0aNH+fPnzp2Lvn37wtraWuR6HR0d+cfR4uJihISEqOQw4soSERHBmjYyMoKvr6/IQw/fvXsXbdq0waVLl9CuXTt5hMgRGhoq8bFXcJhvWSstLcXChQtZ83r06MG5MV6e4HFXlsNvCx4vCgsLERUVBScnJ85rpd3HgS/Dzrdt27bSNiuPx4Orqyt27tyJAQMGoE+fPigoKAAArF27ltMbYFUcHR1Z04K9iinK8+fPcejQIZw8ebLCoeaBLzflR40ahWHDhnGGKVY0Gxsb/PLLL/jll18QEBCAI0eO4NSpU5yEkvT0dOzcuRM7d+6Ek5MTvL29MXLkSFhZWSkpctmJioqS+Hgi+JCKPCxcuJDVy5uTkxNatGhR4esFjyf6+vqV9sQnDmHtjzdv3gh90EBagr9Nenp66Nu3r0jD2ZeUlGDPnj14+vQprl27VuF2+uLFC1Yvsfr6+li1ahVmzpzJOjezs7PDjRs3cOzYMcyZMwepqamYMmUKdu7ciT/++ANdunSR4p3KnuA2YGBgIHYvqdK6ePEizpw5w5/evXs3dHR05FZffn6+xPuxOL8ZZQ80lImJiUFqaiqnV+iKiHpOpkrtf1krLi7mPKyUnZ2N+Ph4PHr0CJcuXUJeXh5/WevWrfH333/LNZH99OnTiImJYc0TPCeLioriPCwnq+9ET08PjRo1Yn0PivxOsrOzWefoDMMgOzsb0dHRuH//Pq5fv85KAO7bty92795dZbkFBQUIDw/nT9va2kJbW1vkuHJzczFhwgTWvK5du+Ly5cuccrS0tDB48GB06dIFnp6e/IckCgsL4e3tjcDAQJHrNTc3R40aNfhtOWW1KwkhhBCiOlTvjiIRSli35bLonry85ORkfPjwgT+tra2N5s2bi7y+4MXzly9fyio0QpSjtgdgVBvIjOcuC71AyXqEEJWXnJuMHueq9xCd1cWNQTdgY2Cj7DA4du7ciS1btlT6mrJeedasWcPpnUxVCN6YVldXl3lbuDJFRUUYN24cv5cLLy8vjB07Vu71du3aVe516OjooEWLFvj333/5806dOiVSsh7DMPjrr78487Ozs4W+vnwyFQCZ3ogXTFapLJlBHvr161fl0GXGxsaYPHkypk+fzhlOR5bevn3L6SFCXV0dw4YNY80T9hkp6zsp33uOmpqaWHGEh4ezHjpTU1PD2bNnhSbqlX/NgQMH+D0mAF9u2uzatQu//fabyHULJvbFxMRQsl45gvv8gwcPWNcJHBwcMGzYMDg5OUFbWxtRUVH4+++/WYmm6enp6NOnD16+fIm6devKPeb169dj/fr1cq9HEhs2bIC/vz9/Wk1NDatXr650HcH9Tp77uLD6ygj2kFW7dm2x6xMccaIqXbt2xfz58/m9pjx9+hShoaGsnlGqYmhoCAMDA/7vWmxsrFgxSCMpKQnHjh3D4cOHERISUuHrbGxsMGzYMIwaNUrsXkkVxd3dHe7u7ti4cSNu3LiBI0eO4PLly5yeGENDQ/HLL79g0aJF6NatG7y9vdGvXz+5JuLI09GjR1lJ4ark9OnTrIQnAPD19a00aUVw/7a0tJRZkou5uTnU1NRQWlpaYX2yIvjb5Ovry+rVytPTEwMHDkS9evVQUFCAkJAQHD9+nN+7NvDlmveAAQPw6NEjzlCVxcXF6Nu3L/9afs+ePbFr165K2yUjRoxAjx49MGfOHBw7dgyvX79G3759ERsbK3KyliIIfifm5uYK7ZH98+fPrF7hvb29OYlPspacnKyQc7L69evD2tqaNWTqX3/9henTp1e5bnZ2Nq5cuSJ0viBVav/LWnZ2tkjflaWlJebOnYvZs2dDU1NTbvH4+/tj0qRJrHlGRkacoaMV8Z2UT9BT5HcSEREh0ndSr149LFq0COPGjRPpmBIXF8f6vRC3XXns2DFWMqu1tTXOnj1bacKfqakpLl26BCcnJ37S58uXL3H37l2xHni1trbmfwfZ2dlIS0tT6LUtQgghhKgWGga3mnj48CFr2tbWFlpaWjKtQ/CpmgYNGohVh+DT0xEREZyu8QmpVng8wLm/8GWRfkDeJ0VGQwghhMjF4MGDsXjxYpVN1AO4F5SNjIwUemPo999/5z/1rK2tLdLT3tVJ//79WdO7d+/m9AAgzL59+xAZGcmZL+zG0OfPnznnBsbGxmLFWRnBshSdrFcVIyMjLFiwQC6JegzD4PPnz/D398cvv/wCd3d3Vq8tADB27FhOT1bCPiNlfCfFxcWsh8bMzc05N74rs3//flbPQD/99BNatmxZ5XoaGhqcpKy9e/eyyqqK4I209+/fi7zut0AwISIwMJD/+S5atAjBwcFYtmwZfvjhB/Tp0wezZs3CgwcPcPLkSda1iIyMDIwePVqBkauehw8fcnoknD17dpU9rwjud/Lcx4XVV0Zw31BUr2kjRoxgTf/3339il1E+1qysLM52LUsFBQU4ffo0evXqhTp16mDBggVCE/X09fUxYsQI3Lp1C3FxcVi3bp3KJuqVp6Ghgd69e+P06dP48OEDdu/eLbTXzJKSEly/fh1Dhw6FlZUVJk+ezOqZh0gnPDyc06PQwIEDOQkkguR5POHxeDAyMqq0PlkR3IfLEvV0dHRw9uxZ3L9/HzNnzkSfPn3www8/YPny5QgJCcHcuXNZ6/n7+8PX15dTvoaGBlasWAFzc3McP34c165dqzRRr0zNmjVx9OhR3Lx5E/Xq1cPPP/+sUol6APc7MTExUWj9c+fO5SezmZubY+PGjQqtX94Ez8nWrl0r0m/OmjVrkJmZyZkvarLet3ROZmlpicWLF2PChAkyT9RjGAYZGRl48OABpkyZgg4dOnAe5vrll184Qx5/69+Jvb09li1bhuHDh4t8jUfaduW+fftY0ytWrOD8BgljZ2eHWbNmsebt2bNHrLrp/JEQQggh5VGyXjVx4MAB1nSvXr1kXkf5rqMBiPW0MfDlJLn8066FhYWcp6cJqXac+gufX1oEhF9TaCiEEEKIPJw+fRrt27dHhw4dOMNCqYqsrCzWtL6+vsLqfvPmDb9XHgBYsmSJzIb8UhUTJ06EoaEhfzo7Oxt9+/atdDjdO3fuYPbs2UKXlR9eqIzgdwjI9nsULEtYfcqUmZmJxYsXo0GDBvDx8UFhYaFE5axYsQI8Ho/1p6amBhMTE7Ru3Rrr1q3j3Jhr27Yttm7dyilLVb6TrKwsVs8I4iYzPnjwgDUtTq+XXbt2ZfXEkJycjLdv34q8vmCsVfWu+K2pqJfNadOmYfXq1RUmZQ4dOhT79+9nzfPz82P1APotiYqKwsCBA1kJz25ubkKTRATJ8/dTWFkV7eeC+4Y8exctT3AITUlGgFDEfv769WtMmTIFtWrVwpAhQ3D9+nV+b75l1NTU0LlzZxw+fBgfPnzA0aNH0bVrV6ipVc9Lu8bGxpg4cSIePXqEyMhI+Pj4CB1O89OnT9i9ezfatGkDR0dHrFmzRuUSDaqTst5Kyyf21K5dW6RkA3m3xxXVlqvot+no0aMYNGiQ0GWamprYsGEDxo0bx5q/efNm5OTkcF4/ZswYhIWFcXo1FkW3bt0QHByMRYsWib2uvCnznOzu3bustsEff/zx1fVGNWfOHNYxPSEhAYMGDRK6jZU5evQofv/9d6HL6JyMKzk5GTNnzkTdunWxceNGsR7SKW/MmDFCz8lq1KgBLy8v/Pnnn5zzvR9++AG//vorp6xv/TuJjIzEmDFjYGtri2PHjom0jjTtyuzsbFZvqnp6ehg6dKjI6wueawp2slIVOn8khBBCSHk0DG41cO3aNdYwMADk8lR5SkoKa1qSYUmsra0RFRXFKrNhw4ZSx5WamirWOoI3mrOzs4U+YUaUS/BiQ2UXH5TGqBEMDK2hlpXIWVQUdAZ59XsrIShCyLekpKSEf7Ou7MJtSUmJSE+cCt7kI/JT/ntSJRs3bmT1OJCXl4e0tDQEBQXh4sWLOHnyJP8i/sOHD9GiRQvcuHFDpCFQxVU+GQcQ7zMTvMCck5OjkM+7tLQUY8eORUFBAQDA2dkZ8+bNE6tuUd+nsNdI2kt1TEwM54Z3ZTEYGBhg/fr1mDx5Mn/e69ev4eLignnz5qFv376oW7cuCgsLERwcjKNHj+LAgQP8Mk1MTFi9Pujr63Pq09PT49SblZUls+9R8KaDoaGhWGUL3qgRN660tDRWWZmZmYiPj8eTJ09w+PBhfpJRQUEBtmzZgqCgIJw8eVLo51JZXOLg8XiYPHkyfv/9d2hqaor0nWRmZir8OxF8na6ursgxFBQUsJJvNDU10aZNG7Heg5eXF+vG0L///is0YUQYwaEZZblNl7l//z66dOki0borVqzAihUrRHpthw4dcO/ePYnqqYiwoaRq1KgBX1/fKj+nn376Cfv27WMlY+7evRutWrWSaYyC+9j+/fvh7e0tUVmdOnViXbspLS2Venv4+PEjevbsiY8fP/LnWVpa4syZM9DQ0KiyfMEbgtnZ2TLbRoVdYxF2/Ae45/ra2tpSxfH06VNcvHgRQUFBCA8Px6dPn5CVlVXl76bgtSVRYtDV1WVNy/I4WWbDhg04cuSI0GXOzs4YPnw4hg8fDhsbG/58VWx3SsrW1hZLlizBkiVL8PjxYxw/fhxnzpxBRkYG63Xh4eFYtGgRHBwcquwFTlyC7VRJ9l/B48nSpUuxfPlyieIZO3Ysa5uQxfEkLy8Pffr0YQ3nqq+vjzNnzsDExKTK8uXdHhc8TlR0PBFG8HWVfV46OjrIzc1lzevWrRsGDBhQZX3r16/HmTNn+Me/jIwM/PXXX0J/N4yNjYWWV35eRecJZb+fkp5DVEZYm1cR52SCrxMn7tzcXFZvkF27dsVPP/1UYRlVfe7ixGlrayu0J3FRCGvDVRZHvXr1sGDBAqxdu5Y/7969e3B2dsaCBQvQvXt3WFtbIycnBy9evMDevXtx9uxZAP/rnbJ84o+enp7Ktv9FJc66hoaGrHZAaWkpPn/+jJiYGDx+/Bj79+/H69ev+XHOmzcPL1++xIEDB6pMfJfmnExDQwOLFi3CokWLwDAM5z0JS8zLzMwUqac3UQgmKBsYGEj8nQiLvzJNmjRhfSclJSX4/Pkz3r59iwcPHmD//v38e4mpqakYOXIkQkND8dtvv1VaruB70tHRETkuf39/1ms9PDzEOv+sX78+6tSpw+8RLykpCVFRUSL1oAoopl0pSJrjLyGEEMnR8Ve2SkpK+G2ysvP3rKwsqKurS1VuRQ9zKQol66m49PR0TJo0iTWvf//+Ig3rIy7BjVGSJ3gE15HFBr5z506RbzBU5OnTp6yhlYhqevr0qbJDEMpZpwkaCEnWU495gIe3r6BYQ3FPkhJCvj08Ho8//E1Zz1fZ2dkiNUJzclUwCforlZOTgyxGtZ5QroixsTE6dOiADh06YNq0aRg9ejT/ovWnT58wcOBA/PvvvzIdegUA58nyvLw8kZ/qFnZBUxFPhP/555/8Ydd4PB42btyI/Px85Ofni1xGTk6OSLEKe2hB0vcoSVlDhgzB06dPWT16f/z4Eb/++qvQHgDKjBgxApmZmbh06RJ/nq6uLqc+Ho8HdXV11oWJDx8+yOx7FEzAMDExEatswQsm0salpqaGunXrom7duvjxxx9x+vRpzJw5k5/4ef/+fSxZsgQbNmyotJyioiKx623UqBE6d+4Mb29vNGzYECUlJULfT/lhRsskJSVxeqKSVPkERuDLUMDC4hA8ZywuLhb584+Li2MdWxo2bIiCggL+5ywKweGBIyIiRK5fsMeSwsJCmR+bhPWKIg8VbSfSEExmBIBBgwahtLRUpLpGjBjBSta7f/++zGMU3Pfz8/MlrkOWZQFfjkP9+vVj9fZoZGSEM2fOoGbNmiKVXb7XVODLNSZZfYYJCQmcedra2kLLFzyW5ebmShTHv//+W+HQsKIQ7JFNMGFHGMEEQFF/18Uh7FhvbW2NnTt3wtPTkz9PXm2f/Px8kYeZ1dHRQevWreUSBwC4urrC1dUVK1euxObNm7F+/XrOviVOG1JUgm07SfZfwe9Rmt8EWZYFfNmOR4wYweqhVEtLC0eOHIGjo6NIZQsm/2ZkZMjseyh70KE8Ye3Jiojze6yvr8/Z94cPHy5SXTweDwMGDMDhw4f58+7evYuBAweKFCfAbqdLsi2XTywV9fe0PMFtS5xjmiy3AVGOv2UWLVrEH71HT08P69atq7Reac6rBLclST5jacoqSyC7ceMGf15sbCymTZtW6XoLFy7EtWvXWA+x6OjocOpTlfZ/RaTdvgVpaGigQYMGaNCgAUaNGoUdO3Zg2bJl/Bu9x44dQ8OGDTFz5sxKyxH35rqmpiacnJzQvXt3jBw5ErVr166wTS/s4ZaEhASRh4StimDbx9DQUKq2rrTfiaamJpydneHs7Izx48dj5cqV2LFjB3/5mjVrqkzKF/wsCwoKRI5LsBd1UX8Dy3NycmINXxsWFsYZ3rgi0lwXkxVxjr+EEEJkh46/0ikpKWEl6QFfOp+Q5qEK4Mu1ZWWiZD0VVlpaihEjRiA+Pp4/z9jYWOgQRrIg7IkUcQneSFV2NiohspBo2hINUm9y5qsxJbD6/ALvzb5TQlSEEEKI9OrXr4/z58/D09OTf9M9MTERW7duxdKlS5Uc3f+YmpqypktKSpCeni7yBVFJxMXFsYa/HTNmjMx7dFI1GzduhK2tLXx9fatMduLxeJg0aRJWrlyJn376ibVMWKInj8eDiYkJ6waOYM/e0hAcsldwm1G2H3/8ERoaGqzh0w4cOIBJkyaJ1RP5kCFDOMP08Hg86OnpwcjICLVr1xb5oSthn5EyvhPBHj7ESbQTHDZIkuHQBNcp30tkVQSTOxQ5HFx1IOzzaNeuncjrC742Li5O7sd+VZGfn49hw4YhMDCQP09PTw9//fUXmjRpInI5JiYmrGlZ7uPCyqpoPxe8ViRO0nuZgwcPYu7cuVJdiBXn+FJGMNaqekSVlcTERAwZMgTdu3fHkCFD0LVrV2hqasqlrpSUFAwYMECk19apUwevXr2SSxxlsZw7dw6nTp2Saz3fEoZhMGXKFNy8+b/rWurq6tizZw86deokcjmCx5OPHz+CYRiZJJR8/PiR07uhvNpy+vr6nIc8xP1tKp+sV/44/bUT3AYEE7Pk4fnz59i9ezd/esGCBbCzs5N7vcqirq6OY8eOYdmyZdi9e3eVSWKampr49ddf8fPPP+PMmTOsZcLOyVSl/a8MPB4P06dPR3FxMatjiHXr1mHUqFGc7bsyM2bM4Bw/1dTUoK+vDyMjI9SpU0fke2sVfSeSjHoljOD3K877lDctLS2sWrUKubm5OHjwIH/+kiVL0Lt37wofUpbm/FHwXI/OHwkhhBCiTJSsp8Lmz5+P69evs+bt3r0bderUkUt9gg1FYU9aVUXwSSBF9QJAiDxl6NkjT7MGdIvSOcusPz2lZD1CiMoy1zHH6a6nlR3GN8Fcx1zZIUjMzMwMCxcuxPTp0/nzTp48qVLJeo0aNeLMe/XqFby8vORW59q1a/m9MlhZWUk8jFl1M3PmTAwaNAjbt2/HjRs3EBMTw1qupaWF7t27Y9KkSfwbm4JP61fUM0ODBg1YN/VkeRO+rHfIMsK2GWUbOHAg9u/fz+/VhmEYnDp1Sqx9zc7OTmbbvb6+PqytrZGY+L8epF+9eoX+/fvLpHxRvxMDAwOoqanxb9KL88CX4GslSaIRXEea+mU1XFV5Li4uOH/+vMivnzRpEv+mnLDkzorI48ZdWc/A5dnb24u8vpWVFQwMDFifc2pq6lefrFdUVIQxY8bg0aNH/HllPWCJ26OZYDLwu3fvkJubK5OEM8FjuJaWVoUJFIIJA+I+2Pnw4UNOop6GhgZat24Nd3d31KlTB+bm5tDW1uZclxI1Ca0igj00ybrnYQAYOnQoUlJScP/+fVZiRkFBAS5duoRLly6hRo0aGDhwIIYMGQIPDw+Zx6BMeXl5uHbtGv766y/4+flVOJyxkZERBgwYADc3N8UGWM3NnTuXP1Qm8CVhZfPmzWIPJSx4PMnOzkZkZKTIQ8dXRlibULDnW1kxNzdntW9NTEzEStYQ/BzKD1Muirp163KGeK4uBNtyWVlZiIqKQv369eVWp4+PD7+N6OLiUmUPc18DdXV1rF69Gt7e3ti+fTvu3LmDpKQk1mv09fXRp08fTJ06lZ/EL8o5maq0/5Vp+vTpOHz4MP84kJOTg4sXLwodzroijo6OMjsns7Ozg6amJqvXy1evXqF58+ZSl52bm4uIiAjWPHkdW6WxfPlynD17lt9LTnx8PP755x907NhR6OulaVcKtusUff4oWL88zh8JIYQQUn1Qsp6K2rp1K/744w/WvAULFmDIkCFyq1PwaR/BLplFIfgUiyS98wmaOnUqBg8eLNY6ERERrJPMli1bonHjxlLHQmQrJyeHNfRty5YtVfZpIjW1AcCL/Zz5ltmh6NimOaAj+wv2hBACfOlBrKzHMzU1NQBfEhs0NERrxpkac5/SLSkpYXW7raenJ9KwuuTrNXToUMyYMYN/EzwpKQnp6emwtbWVWR2CD4Lo6upyhueriKurK6ysrFg3KUJDQ9GnTx+ZxSeo/EXUpKQkiT+Lpk2bsqY3btyIWbNmcV4nrA0k6ucj67IcHR2xfft2AF+Gqi0brtbS0hJ16tRh9ZDEMAxnKJnvvvtOaH0dOnSAv78/f/rVq1cSv8fyiouLERwczJrn6ekpVtmCx0BZxCVM2TDTZQICAiqtS7AXJS0tLZnG1r59e5w+/b+k7tevX8uk/MTERE7PGl5eXhWWbWVlxf+tS0tLg66urki/cxYWFqzpgoICseMX1pOPqGUI3hRt2LChzLcdQ0NDsR7Ymz17Nv//Ro0ayfU4WRXB4x/w5bsW5zMyMjJi3QArLCyU6WcsuO/r6OhIXL4syiotLcXIkSNZw9+V9bIjyY30zp07s6ZLSkoQGRmJtm3bil2WoNDQUNZ08+bNhSZoAtwkzYyMDLE+m+XLl7MS9Xr16oWdO3dW2euM4DUqwe9IlDZw+WOZoaGhzHq6Ke/777/H999/j8TERBw7dgxHjx7FmzdvWK9JT0/Hvn37sG/fPjRs2BDDhw/H8OHDZTJ0oTjXYdTU1GSyDzIMgwcPHuD48eM4d+4cZwjU8vWVDe3er18/Ti+NsiJ4/VKS/VeWv9myKuuXX35h9VYEABs2bMCUKVPELqtjx45QV1dnJZSGhYWhWbNmYpclSHB7t7KygouLi8jrC24XlX1eLi4uePbsGX/a2NhYrM+2Vq1arOlPnz7Jrd0oTNk1gbL/pd1O9fX1RS6jY8eO0NDQYCXUhoWFCf29FyTpNYjybYDg4OAKf2eqIth72blz54QmrApuS9Ic86Qty93dnb//xsfHIyUlBbm5ubCyskKdOnVY59epqamsh6L09fXh4eEh9DNWlfa/MNJu36Lq27cva/SqwMBA1sOLgmTZXhRkaGiIZs2ase6RhISEyKT8169fc3pn7NSpk1RtXXl8J4aGhujUqRMuXrzIn/fy5Uv07dtX6OsFk0BTU1NFjkvwoZ/i4mKx35PgcOIWFhYilyHY06Gjo6Pcf0PoGjAhhCgHHX9lq7i4mN9WLPvtdHR0lPozFTwXVTRK1lNBJ06cYF1gB4DRo0dj7dq1cq3XwMCANS3JsCSCPekJlikJCwsLzk0YcRkYGNBTKtVAWVfxKsltiNBkPV5pEYwSHwFuPwlZiRBCpFdcXMxpcKqrq8u0YS/r8kj1Y2Zmhho1arAu8Kempsq0l4TyF94B8be77777jnVT4cqVK1i0aJHM4hMkiyG9hFFTUxP6vkWdJwpZlmVjYwMbG5sKl0dFRbESGyt7/XfffYf169fzp9+9e4fQ0FCxhnQU5tq1a5zzkO+++06s9yz4fcvrmCjY+0xycnKldQnGVdH2IynBm3X//PMPPn36JNFwQOVduHCBNa2mpoZ27dpVGLudnR0/Wa+0tBTJycmoW7dulfXUrFmTNZ2eni725yOYcGdmZiZyGYK9nNSvX1+lfk9lvb2IS1iihbB2TWUEr0sYGhrK9D3Jch+TtiyGYTBp0iT89ddfrDL37dsn9gOMZZycnGBmZsb6fb9w4QK++0663uGLi4tx+fJl1rz27dtX+H4F2xOJiYkifzZv375lDTNZ1tukKKNBCA6VLaiqtkhmZiYrUcTOzk6u+1SdOnWwcOFCLFy4EP7+/jh8+DBOnTrF6YXr3bt38PHxwYoVK9C+fXuMHDkSgwcPlriHTHt7e6mGFxZHWFgYjh49imPHjiEuLq7C1zk6OsLb2xsjR46stB0iK4LtVEmOBap0PAGA3377DRs3bmTNW7FiBX7++WeJYjI2NkbTpk3x4sUL/rzz589jxIgREpVXnmAPspW1GYQRfG1ln5ezszNruqCgQKy6BJM0lH3TTdrtVJxzMiMjIzRv3pyVVHTlyhUMGzZMrBjErVceqts5ma2tbaUPjwkm0Lu5uVX4O6kq7X9RyGsbEewhUxXOycrvV5cvX8auXbtEfki3IoLfibm5uVQdWvB4PIWdJ6ekpFR67li+Z/aEhASR4xLczjMyMsR+T4JDgItz/li+V0tDQ0OJE5CloezjLyGEfKvo+CsdhmH4bbKyz9HQ0FDq9pIscpmkoVb1S4giXblyBd7e3qyLZAMHDsS+ffvkdsOwjODGKNglsygE11H2Bk6IzNRuARhaC18WekGhoRBCCCGKINjrgrIJDmP333//ISQkREnRkDJXr15lTffs2bPC13bq1ImTSCDY24skDh06xJp2cHCAk5OT1OUqgrL3s379+rEuFBUWFuL48eNSlyv4nXTp0qXSh3JcXV1Z0+Hh4SLVY2VlxboRGRYWJnYP8UFBQaxpcXrRDAsL4/+voaFRbbY7RXFycuL0ViXY40plCgoKOMlW0t5IVmVz5szB/v3sB8S2bt2K0aNHS1wmj8fDwIEDWfOOHTtW4TCjorp+/TrnuxSspzxJ93EAePLkCWt6/PjxIiXqAZC6nVB+Hwe470OeWrVqhZ07dyIpKQmnT59Gr169OBf2GYbBw4cPMXHiRNSqVQuDBw/GpUuXOMlEyvbx40ds27aNP+qFr6+v0EQ9U1NTTJ48GU+ePMGbN2/w66+/KiRR72u0efNmLFu2jDVv7ty5nHniGjRoEGv68uXLYg8DKyg4OJiVAAhUfjyRluDQkunp6WIdEwV7Rfqaf5eEETwn+/vvvzmJK0TxxDknU5X2vypR9jmZ4LE1OTkZ165dk6rM4uJizvcquP+qssq+E21tbdZwvnFxcSJ3PCJ4rid4LigKSc8fU1JSWA9gKLJdSQghhBDVRMl6KsTPzw+DBw9mXSDo2rUrTp48qZBMW8He6+Lj48Uuo/yTIcLKJKTaUlMDnLjDIwAAIu8B+ZU/sU8IIYSosqysLE7vUpaWlkqKRrgffviBcxF0xYoVcqtv5cqVuH37tth/go4dO8ZaLnghvro7deoUa3r8+PEVvlZfX5+zfO/evRKdd5QJDAxkDZcDALNmzZL7g06SEkxOUPb5Ut26dTk3bdavX8/qSUpcly5d4tx0F+w5XpC7uztr+vXr1yLVpaWlxRp+r7CwEI8ePRItUHxJdLl//z5rXuvWrUVat6CgAO/eveNPOzs7cxLTvnW6urro0qULa15AQIDI6wcFBbGG7jI0NIS1dQUPUFVzS5cuxZYtW1jzfH19Kx2STVSCQ6+npKTwhzqXRGlpKVauXMma17JlS7Rp06bCdSwsLFjDxwoOXV4ZwaTA8jdnq3Lv3j2RXyuM4LHIw8NDqvIkoa2tjcGDB+Pq1auIj4/H+vXrhfZaWVBQgLNnz6Jfv36wtrbGjBkzWL30KFpBQQHOnDmDvn37wtraGjNnzmQNPVpGXV0dPXv2xF9//YWkpCTs2rULrVq1UkLEX499+/Zxes+bOHEiNmzYIHXZEydOZP3WFRUVYdWqVVKVKZhAaGNjI3FvoqL47rvvWEOiFhYWitzuALi/Y+Ick74GkyZNYj2cX1BQgN9//11u9e3evVvs87Fjx45xyhF8Tbt27eQWs6KVlJTgzJkz/Gl1dXWMGTOmwterSvtfmWJjY1nTyr720bZtW7Ro0YI1b8WKFZwhbMWxc+dOThtKsE2oSsT9TsqfP5aUlHB6l6yI4PDQz549E2vbj4iIwPv37/nTVlZWIvUID6hGu5IQQgghqoWS9VSEv78/+vbty3oCpG3btiIP7SELghcXKhuOQpiUlBRW/FpaWjIdOo0QpXPuL3x+SSEQfl2hoRBCCCGydPXqVVbPzubm5rCyslJiRFwaGhqcC/5nzpzB2bNnpS5b2FPrrq6u6NKli9h/gtq1a8daXqdOHanjVRU3btzAv//+y59u0qRJlTfYZ8yYwXpKPjs7GzNmzJCo/pKSEkyePJl1E8PMzAze3t4SlacIV65cYU1LOwSwLAje0I+Pj8fSpUslKis7OxszZ85kzWvcuDF69OhR6XqCQ3KKk9Dl6enJmhbs1aMyt2/f5txsadSokUjrBgUFsR6069Chg8j1fksEbwafO3dO5HXL33gGKh9mtTpbv349J9mlbChUWXB2dka3bt1Y85YtW8ba9sWxc+dOPH/+nDVPlGE1y+/nmZmZrGTXyggOzypq75kFBQU4cOCASK+tiOCxSNn7ea1atTBv3jy8fv0az549w/Tp04X26vXx40ds374drVq1goODA1atWoWYmBi5x8cwDB49esTv6e/HH3/E5cuXhfb05+zsjHXr1iE+Ph7Xrl3Djz/+CG1tbbnH+LU7deoUJk2axNpvhg8fjl27dsmk/Jo1a2LUqFGsedu3bxfrd7u8K1eucIbAnTFjhtRDGVVGQ0MDvXv3Zs2T5rfJy8tLFmFVG6amphg3bhxr3h9//AF/f3+pyxZ2TtaqVSuxz8eEJeIJvkYZQ0/Ky549e1i/6b169ary4QZVaP8rC8MwnHMyVejhbM6cOazpFy9eSPxwRUJCAuf77NGjh8r2Ap6fn487d+6w5lX1nUh6/mhgYMBK9MvNzWUNC10Vwbal4LloZVStXUkIIYQQ5aNkPRXw6tUr9OzZk/UER7NmzXDt2jXo6+srLA5HR0fWdGRkpFhDCL1584Y1bW9vL9eLK4QoXO2WFQ+F+/qM8PmEEEKIisvLy8Py5ctZ83r37g01NdU7VZg2bRpatmzJmjdmzBj4+flJVB7DMNi4cSP69aug91xSoY8fP3KS7DZu3FjlenXr1oWPjw9r3oULF7Bo0SKx6mcYBuPGjeP0GrRjxw7o6emJVZai3Lt3D7du3WLN69u3r5Ki+Z82bdpgwoQJrHmbN2/Gnj17xCqnoKAAAwYMYPWKoK6ujr1791bZ02GjRo1gZ2fHn/7nn39ErnfcuHGs8o8fPy7SzZqSkhIsWLCANa+yniEFPXjwgDXdvXt3kdf9lvzwww+oUaMGf/rx48ciHbOTkpKwb98+1rwff/xR5vEp2+7duznb4fTp0+Hr6yvTerZv3866vpSVlYVevXpxetWtyo0bNzB37lzWvJ49e2LIkCFVriu4j4i6n9eqVYs1LWrvmUuXLhVr2GVhyu/nFhYWrJ48lc3DwwPbtm1DYmIizp07hz59+gi9Bvf27VssXboU9evXFyuZWRIDBw7Ed999h7179+LTp0+c5WZmZpg2bRqePXuG4OBgzJ8/n/P9EslduXIFo0aNQmlpKX9e//79cejQIZm26319fVkP9ZSUlKBfv36Ijo4Wq5zAwECMGDGCNa9p06achBV5mDhxImv6zz//FGk43+vXr7OSldXV1b+6XrNF4ePjw2q3lZSUoH///mL1UFheUVER5s2bh2nTpskowm9HZGQkKylLU1MTa9eurXI9VWj/K8vBgwc5w9yrwjnZ0KFDOW2l+fPnc4Y4rkpGRgZ69eqFzMxM/jwDAwNs27ZNJnHKg6+vL6vdoKenJ/RByPIkbVcC3HO+ZcuWidS7XmxsLKcnbMH9qDLl25UaGhro3LmzyOsSQggh5OukenfgvjHh4eHo2rUrMjIy+PMaN26MmzdvwtjYWKGx1KpVi3WRrKCgQKwnIx8/fsyadnNzk1VohKiGyobCjbgDpEUqNh5CCCGknAULFggdXqwy6enp6Nu3L96+fcufp66urpCbZJLQ1NTEqVOnWO3k7Oxs9OzZE9u3b2f1clWVoKAgdOzYEfPmzRNrva9VcnKy0BvrwiQkJKBbt26IiIjgzxs2bBi6du0q0vq//vor5ynyNWvWYMaMGcjJyaly/YyMDAwfPhyHDx9mzR85cqRICSPSCA8Px6JFi8ROcPnnn384N3M9PDw4PQIoy+bNmzk9yk2ZMgWrV68Waf+Ij49H7969OT0iLFq0SORhxr7//ntWeeW3r8o0atSI1UNOaWkpBg0aVOnwygzDYPz48QgKCuLP09fXx+TJk0WqEwBr+Fw9PT107NhR5HW/JUZGRpwe4ry9vSvt5Ss3Nxc//fQT65hUp04dDB8+XE5RKseJEycwdepU1rwxY8Zg69atMq+rYcOG2Lx5M2tecHAwOnbsKHJyxaFDhzBw4EDWQ53m5uY4ePCgSOv36NGD1TOiqIn2bdu2ZU3/+eefVR4fdu/eLfWQnykpKayHUnv27KmSiQdaWloYOHAgLl26hISEBPzxxx9o2rQp53UMw4j8Oy+p8tc2y5T1Ynb27FkkJiZi+/btNOybHNy/fx+DBw9m9WLYrVs3/PXXXzJ/kNrMzAyHDx9m7Q8JCQno2LGjyMkSV65cQbdu3fD582f+PB0dHRw/flwhI8y0b9+e1e5IS0vDsGHDWCPGCIqIiOD0KDd48GDY29vLLU5VZWJigr/++ovVW/aHDx/g6emJkydPcnpErcyDBw/g4eGBjRs3irXe1youLg65ubkivfbNmzfo3Lkz0tLS+PPmz58vcu9pqtD+l9SDBw+wbt06kT+rMmfOnMGUKVNY8wYPHgxbW1tZhicRHo+HQ4cOoWbNmvx5RUVF+OGHH7B3716R9o83b96gS5cuePXqFWv+li1b0KBBA5nHXN6ZM2ewZ88eob3pVoRhGGzdupXTw/S0adOgq6tb6bq2trZwdnbmT4vzAOfw4cNZw+wmJCTgxx9/rLTjkk+fPqFfv36sba5Zs2bo1KmTSHUWFxez7p+2a9dO4fd/CSGEEKJ6KFlPiWJjY9GlSxekpKTw59WrVw+3b99WWlfs5S9UAF+GBRKV4Gv79Okjk5gIUSkuAyte9nSv4uIghBBCBNy6dQstW7ZEq1at8Mcff+Dly5dCL5QyDIOwsDD89ttvcHBw4FxcnzNnjkoMzVmRevXq4cyZM6yLtwUFBZgxYwZcXFywefNmhIeHC103Pj4ef/75J7p3745mzZpxesb6lj179gy1a9fGhAkTcOPGDWRlZXFeExkZidWrV6Nx48YIDAzkz2/QoIFYySVqamo4deoU54bB9u3b4eLigi1btiApKYmzXkxMDH7//Xc4OTnh5MmTrGWtW7fGzp07RY5BUnl5eVizZg3q1KmDoUOH4uzZsxUOJZmXl4c7d+5g2LBh8PLyYiVJaGtrY/369SqT+KGnp4fz58+zzkNLS0uxZMkSuLu7Y9++fUITFENDQ7F06VI4OztzjiX9+vXDsmXLRI5h2LBhrOkLFy6IvO7OnTthYmLCn46NjUWzZs1w4MABTgLokydP4OXlxelhasOGDVUOGVYmOzsb9+7d40/369dPZXt0VAXTp0+Hg4MDf/r9+/do06YNjhw5wkqMKC0txb1799CuXTvW8ZnH42HPnj2spIDq7s6dO/D29mb1gOXo6IghQ4bg7t27uHPnjsh/oj5kOX78eE5y4KtXr+Du7o7p06fjyZMnnHXKhgbr2LEjxowZg7y8PP4yPT09nDlzhnWzszKWlpasG5rXrl0T6YZugwYN0KZNG/50VlYWOnTogDNnznCSCYKCgjBkyBBMnjwZDMOgcePGIsUmzKVLl1g3xgWPUarIwsICc+bMwcuXLxEYGIhZs2Yp7fqiq6srNm7ciISEBFy+fBmDBg1SSBLWtyg4OBh9+/ZlHU9r1aqFadOm4Z9//hHreCL4IHZFunbtit9//501LzY2Fl5eXhg5ciTu3r2LkpIS1vKioiJcvXoVAwcORJ8+fVg92amrq+PgwYOsxAt5W7duHet84vbt22jfvj3u37/P2vfz8vJw6NAhtG3bltU+NTc3lzopuDpr2bIl9u7dy+q1MSMjA8OGDUOrVq2we/duxMXFCV03MjISmzZtQtu2beHl5cVJLPqWXbp0CXXr1sXs2bPx4MED1u9umdevX2PBggVwc3Nj9WjXpk0bsYayVYX2v6QyMjLwyy+/wMbGBuPGjcOVK1cq7E03KysLly5dwvfff89JyKpRo4ZIvcMrSq1atXD27FnWsSk/Px8TJ05Ehw4dcPLkSaEPtz179gyzZ8+Gm5sbXrx4wVo2bdo0jB07Vu6xJyQkYNKkSahbty5mzpyJO3fuVPiAW1paGk6cOIH27dtj1qxZrGNuvXr1RN6GyrfNEhISWD2fVkZPTw9797Lv41y/fh0tW7bE7du3We3zwsJCnDt3Dm5ubqwHvbS0tMTqsfj+/fusBPXq0K4khBBCiAIwRCkSExMZe3t7BgD/z8bGhomKilJqXBcvXmTFZGdnx5SWlla5XkREBMPj8fjraWpqMp8+fVJAxMIFBwez3kdwcLDSYiEV+/z5M3PhwgX+3+fPn5UdUtVKSxlmZzuGWW7E/fOtzTD5mcqOkBDylSkqKmJCQ0NZf0VFRVKVWVxczGRkZPD/iouLZRQtUaamTZuy2j8AGC0tLaZevXpMs2bNmFatWjFOTk6MoaEh53Vlf97e3kxJSYlc4lu+fDmrLj8/P6nKe/ToEWNlZVXhezE2NmYaNmzItGzZkmnUqFGl77tWrVqyeZMMwyk7OjpapPWio6M560pKkrIuX77Mej2Px2Ps7OwYDw8PpmnTpoylpaXQz65+/foSn8MkJCQwHh4eQsvl8XiMpaUl4+bmxri6ujI1a9as8Pvr0aOH1O1IT09PkT6vwMBAoTGYmpoyDg4OTMuWLZnmzZsz9evXZ9TV1YW+Vltbmzl9+rRIx19vb2/WusuXL5fqfVYlNDSUc55a9qeurs5YW1szzZs3Z5ydnRlTU9MKv5PRo0czBQUFYtdfv359fhlt2rQRa90rV64w2tranFh0dXUZJycnxt3dnbGwsBAa79ixY8Wq6/Tp06z1r169Ktb68mRra6uw7UUcISEhjJmZGeez19PTY1xcXJjmzZsLXQ6AWb16tdziEtz3Dx48qJCyBH8Tpfnz9PQUOcbS0lJm0aJFFZZlaGjIODg4MB4eHkzdunUZTU1Noa8zNzdnHj16JPZndOTIEVY5N2/eFGm9x48fC43FwMCAadasGePu7s75ndLX12devHjBmtehQweR28C9evXir2dlZVVt28uFhYXMhQsXmP79+zM7duyQa12DBw9mZs6cybx48UKu9cjDwYMHpT4WyPI3W5yyBGOX5s/W1lasOHfs2MFoaGgILUtXV5ext7dnWrRowdSrV0/ob3TZvvr3339L/FkxDMP4+flJ9NmfOHGCUVNT48RkZmbGNG/enHFxcWH09PSEvrc7d+5IFbOkyv/Oi/t9MQx32xL1XKUi58+fZ4yMjCrcpmrUqME4ODjwtwNhn2fZX+vWraWKpYw051WC25Ikn7E0ZW3bto21jrq6OtOgQQOmRYsWjIuLS4VtpRYtWjAfP36UKE5lt//LE3X7Pn/+fIXtk8aNGzOtWrVimjVrxtja2rLuWZX/MzExYQICAkSKS5btRVE8fPiwwvMWDQ0Npk6dOoyHhwfj4OBQ6XWORYsWiXRvrzLly6uszblp0yahMVhZWTHOzs5M69atmaZNmzI2NjYVxlu3bl2xjkkxMTGs73fhwoVivbclS5YIjcPU1JRxc3NjmjRpIvTzVVNTYw4cOCBWXVOnTuWvr62tzaSnp4u1vjToGjAhhCgHHX9lSx73SRlG+TlF1LOeEqSnp6Nr166IjPzfkJnm5ua4ffs26tWrp8TIgO7du6N27dr86ZiYGJGGNPHx8WE9ATNo0CDqxpl8nXg8oNVE4csKMoGgU4qNhxBCCKlEYWEhoqOjERgYCH9/f4SGhgrtMc3IyAg7d+7EwYMHWb0jqLJ27drh1atXGDNmjNCYP3/+jHfv3uHp06d4+/at0Petr6+PZcuWiTzc5reEYRjExMTg+fPnCAoKEtpTQd++feHv7y/xOYy1tTUePXqExYsXQ1tbm1N/cnIyXr58iVevXrF6XyljaGiIjRs34urVqzAyMpIoBlnJyMhAeHg4nj59ihcvXiAqKorTowzwZejb27dvizxksKI1btwYAQEBmDRpEme/KikpQWJiIl68eIGQkBChwx1aWFjgyJEjOHjwoEQ9KJUflurJkydi7Zvff/89bt68CQsLC9b8vLw8hIaGIiAggNWrPfClJ5+FCxdi//79YsV59OhR/v/16tVDjx49xFr/W+Tk5IT79+9zetTMzc1FcHAwXrx4wRrGDfjSY8XevXuxaNEiRYb6VePxeFi9ejVu3LiB+vXrc5ZnZWUhPDwcz58/R1xcnNCe7wYOHIiXL19KNMTd4MGDWcO7ld+XKtO2bVvs3buX07tidnY2AgMDERAQwPqdMjU1xZUrV9CsWTOxYwS+DA1/69Yt/vTEiRNZQ/hWJ5qamujXrx/Onz/P6VlR1k6fPo0tW7ZI/LmT6mfq1Kn4999/4ebmxlmWl5eHyMhIPHv2DNHR0SgoKOC8xtPTEwEBARgwYIACouX66aef8Ndff8HAwIA1Py0tDS9evEBwcDBnmE0rKyv4+fmhc+fOigxVZfXv3x9BQUHo16+f0OXp6ekIDw/nbwfChi01MzPDpk2bRB5G+VtSUlKCiIgIPHv2DMHBwZy2Eo/Hw/jx4+Hn5wczMzOJ6lB2+1+WUlNT8ebNG/j7+yMwMBCxsbFCh4/t2rUrXrx4gebNmyshyqq1b98eL1++xKBBgzjLiouL8f79ezx//hzh4eFCr3PUq1cP169fx+rVq5Xek3tSUhJCQkLw5MkTBAUFISEhQejrfvrpJzx//hx2dnYil21ra4tevXrxp0+cOMHqFa8qv/32GzZt2sTZbjMyMvDy5Uu8fv2a8/kaGRnhzJkzGDNmjMj1FBYW4vTp0/zpoUOHwtTUVOT1CSGEEPL1qh534r4iWVlZ6NGjB0JCQvjzTExMcOvWLamG5xAmJiYGPB6P9RcTE1PpOtra2li8eDFr3rx58xAaGlrhOidOnMCxY8f40+rq6lixYoVUsROi0poMBnQrOKF6ugcQ46SQEEIIkZWTJ0/i999/R5cuXURKXOLxeHB1dcX69esRERGBKVOmKP1Crrhq1qyJAwcO4O3bt5g/f75ISWPa2trw9PTE3r17kZSUhBUrVkBfX18B0aq2pk2bYsqUKbC1ta30derq6ujevTtu3ryJixcvspIuJKGtrY1Vq1YhMjISCxcuFOnivKOjI1atWoWYmBj8/PPPCk0wdXZ2xo0bNzBz5ky4urqKlLyhq6uLfv364cKFC3j8+LFKDzMNAMbGxvjzzz/x5s0bzJgxo8ohLnk8Htzd3bFlyxZER0dj5MiREtc9fvx4/v7IMIzYSXSenp6IiIjAokWLKh3SVkdHB/3790dgYCB8fX3FqiMpKQnXrl3jT8+YMaPaJDkrm4uLC169eoVVq1bBysqqwtcZGBhg9OjRePv2LcaPH6/ACL8d3bt3R1hYGA4dOgRPT88qj2XGxsbw9vbGs2fPcO7cOZGHjBako6ODSZMm8afPnTvHGiK8Mt7e3vjnn3/QoUOHSssfO3YsQkJC4OXlJVGMAHD48GH+ELtaWlqYPHmyxGUR8rVr0aIFXrx4gb///hu9evWqMllHT08PP/zwA+7cuYP79++zhklXhh9++AFv3rzBhAkTKh3S3srKCj4+Pnj79i1atWqlwAhVn52dHS5cuIDAwEBMnToVtWrVqnIdfX199OzZE6dOnUJCQgJmz579VQ13LykvLy94e3tX+Rlqa2tj0KBBePLkCfbu3Sv1+awy2/+S6NatG/7++29MmDABDg4OIl3HMDIywrBhw3D37l3cunVL6Z1mVMXKygpnz57F8+fPMWbMGJiYmFT6enV1dXTo0AEHDx5EeHi4wh8mGjNmDI4fP46RI0eKnHBXs2ZNTJo0Cc+ePcOJEydYQzKLavbs2fz/Y2Njcfv2bbHXf/PmDUaMGMFJ3C7PzMwMM2bMQEREBAYOHChWHRcuXGA9fDhr1iyx1ieEEELI14vHCHu0hMhNx44dcf/+fda8lStXok2bNmKX5e7uXukTGDExMZyTjujo6Coby0VFRWjWrBkrobBGjRrYtGkThg0bBg0NDQBfnozbtGkTfH19WU+sTJ06FTt27BD7/chSSEgIXFxc+NPBwcFwdnZWYkREmMzMTPj5+fGnO3bsqPReUUR2xwd4tEn4shF/Aw3oCVtCiGwUFxfj3bt3rHkNGzbk/x5LoqSkhPV0qKGhYbXtLYQIV1painfv3iEiIgJxcXHIzMxEUVERDA0NYWxsDDs7OzRv3lyhv7s+Pj6sBzr8/PykupFekfj4eLx69QqxsbH4/PkzSkpKYGxsjBo1aqBhw4Zo2rSp0p/4V3UJCQkICgpCTEwMPn/+jNLSUhgbG6Nhw4Zo1apVlTcKpBUdHY2goCDExcUhKysLPB4PRkZGsLOzQ7NmzWBjYyPzOr28vPDgwQP+tKinyTk5OQgNDUVkZCRSUlKQnZ0NNTU1GBsbw9TUFM7OznBycuIfY6vr8ffNmzcICQlBfHw8srOzoa6uDhMTE9SvXx/u7u5SJ22WN2/ePGzcuBHAl5464uLiOD0viurly5cICQlBSkoKCgoKYG5ujjp16qB9+/aV3pCvzMqVK7F8+XIAX86To6Ojq885jAopLS3Fixcv8OrVKyQnJ0NNTQ3m5uawt7dHmzZt6DitYJmZmQgICEBERATS09NRWFgIPT09WFtbo3HjxmjSpInMjlXJycmoX78+v3elP/74A3PmzBGrjJiYGDx+/BhJSUkoKCiAiYkJHBwc0LZt20r3bVGOwaWlpXBwcOD37Dlu3Djs27dPrPhI9XPo0CFWLzkHDx7E6NGjlRdQNZaXl4eAgAC8e/cOqampKCgogI6ODiwtLeHg4IBmzZrJ/Bh///59dOzYkT+9fPly+Pj4iF1OXl4e/vvvP4SFhSEjIwO6urowNzeHq6srmjZtKsOIJWdnZ4fY2FgAX3qVqurBfEGjR4/G4cOH+dOi3CuQRGRkJIKDg/H+/XtkZWWhpKQEOjo6MDU1hYODA1q2bEm/9VWIiopCcHAw/3we+NL2dHBwQKtWrSRuy4pKke3/MpJu358+fUJoaCiio6ORkpKCnJwcaGlpwdjYGGZmZmjSpAkaNWpU7R5OLK+0tBSvX79GaGgoEhMTkZubCy0tLdSoUQP29vbw8PCQyzlJ+c/M09OTc2+zImW9HEZHRyMtLQ25ubnQ0dGBsbExzM3N4ebmJrNjj4eHBwICAgB86f3/4sWLEpVTWFiIf//9F9HR0UhNTYWamhosLCzQqFEjtGzZUuIHtDp16sS/B9a5c2fcuXNHonIkVV2vQRBCSHVHx1/Zksd9UkD5OUXSRU/EJqwxu2zZMonKktcNTk1NTZw5cwbt27dHeno6gC+Jed7e3pg2bRrs7e2Rl5eH6OhozpAoLVu2xIYNG2QeEyEqx2Mc8HgLwAjpRc9/NyXrEUIIUSo1NTU4ODgovacKZahduzZq166t7DCqNRsbG7kkxImqXr16Kt/TQRl9fX20aNECLVq0UHYoctW4cWOZ9wRfkQULFuDPP/9ETk4OUlJScPjwYUycOFGistzc3IQOzSepvLw8bN++nT89b948StSTkJqaGjw8PODh4aHsUAi+9DbTsWNHVrKLvFhaWmLatGlYv349AGDz5s2YMWOGWBdY7ezs5JJcAgB///03P1FPS0sLS5culUs9hHytdHV10b59e7Rv317ZoYhNV1cXnTp1QqdOnZQdSrVnb28Pe3t7/rTgzUq6UVm1+vXrCx2yXlEU2f6XlomJCdq2bYu2bdsqOxS5UVNTQ9OmTVUmcbgq5ubmMDc3r7RHZFlZuXIlvv/+ewDA5cuXER4eLtG1MC0tLXh5ecn0nuvz589ZnVX89ttvMiubEEIIIdUfjdVChGrcuDHu3bvHGQYrOzsbQUFBePv2LSdRr0uXLrh58yZ0dXUVGSohymFSB3DsLXzZu1tAWqRi4yGEEEKqmY4dO4LH47H+xO0ZghBJjB49mrPtle9VjyiXhYUFa2igDRs2oKSkRIkR/c+BAweQmpoK4EucM2bMUHJEhFRPCxYs4Ce6xsXF4eTJk0qO6H/WrVvH/3/8+PFVDg9Pvk5jxozhtBVE7U2IyFdMTAznu1FEorEqio2N5XwW4iaZ1KtXj1MGIYrg5eXF2fbKetUjymFnZ1ctjwe9evVCu3btAHzpIb98W07Zfv/9d/7/vXr1kmiENUIIIYR8vShZj1SoadOmeP36NRYuXFjpcLsNGzbE3r17cevWLbkPiUWISmk1qYIFDPCMhskhhBBCCCFEEgsXLoS1tTUA4N27d6zh2pQlLy8Pvr6+/GlfX18YGBgoMSJCqq+aNWvyh5MGgBUrVnAeCFWGCxcu4NmzZwC+9NKzYsUKJUdECCGEEEKqsnnzZv4wtUeOHMHbt2+VHBEQGBiIc+fOAfgymtnGjRuVHBEhhBBCVA0l6ykYwzAy+6vqSTk7OzvOOuIOE2JoaAhfX18kJyfj4cOH2LVrF1atWoU1a9bg0KFDePXqFd6+fYvx48dXmydtCJEZ23aApYvwZYHHgIJsxcZDCCGEEELIV8DAwIDVI4KPjw/y8/OVGBGwZcsWJCYmAgDc3d0xZswYpcZDSHU3Y8YM/vB6kZGR2LNnj1LjKS0txZIlS/jTK1asQM2aNZUYESGEEEIIEYWHhwfGjh0LACguLsbixYuVHNGXB9AYhgEATJ8+HY6OjkqOiBBCCCGqhseUtRYI+YqEhITAxeV/SVTBwcFwdnZWYkREmMzMTPj5+fGnO3bsyB8Kp9oIOAxcnil8Wa8NQMsJio2HEPLVKS4uxrt371jzGjZsCA0NDYnLLCkpQVZWFn/a0NAQ6urqEpdHiCiioqIQFRVV6Wvat28PHR0dBUVEvlWhoaH8pKuKdOnSRS510/GXEEKUh47BpCJJSUkICQmp9DXu7u6VjjxCFCM/Px+PHj2q9DX169dH/fr1FRSRYj1+/Bh5eXkVLjc1NYW7u3uFy5XVDqbjLxEUEBCAjIyMCpfr6uryhzYliiHt8YWoJjr+EkKIctDxV7bkcZ8UUH5OkXTRE0LIt67JYODOciBPyMWFp3uAFuMB6nWSEEII+apvmpHqxcnJCU5OTsoOgxBCCCEqwsrKClZWVsoOg4hAR0dHbg9VVAfSJi9RO5ioCkr6Uj2UHEkIIYQQolg0DC4hhEhDSw9o7i182ce3QJSf8GWEEEIIIYQQQgghhBBCCCGEEEIIIeSbQsl6hBAirRbjAF4Fh1P/3YqNhRBCCCGEEEIIIYQQQgghhBBCCCGEqCRK1iOEEGmZ1AUcvxe+7O1NID1KsfEQQgghhBBCCCGEEEIIIYQQQgghhBCVQ8l6hBAiCy0nVbCAAZ7uU2gohBBCCCGEEEIIIYQQQgghhBBCCCFE9VCyHiGEyIJde8DCWfiywGNAQbZi4yGEEEIIIYQQQgghhBBCCCGEEEIIISqFkvUIIUQWeDyg1UThywo+A69OKTYeQgghhBBCCCGEEEIIIYQQQgghhBCiUihZjxBCZKXJj4COifBl/nsAhlFoOIQQQgghhBBCCCGEEEIIIYQQQgghRHVQsh4hhMiKlh7QfJTwZR/Dgaj7Cg2HEEIIIYQQQgghhBBCCCGEEEIIIYSoDkrWI4QQWWoxHuBVcGh9ukexsRBCCCGEEEIIIYQQQgghhBBCCCGEEJVByXqEECJLpraAQy/hy8KvA+nRio2HEEIIIYQQQgghhBBCCCGEEEIIIYSoBErWI4QQWWs1qYIFDPBsn0JDIYQQQgghhBBCCCGEEEIIIYQQQgghqoGS9QghRNbsvgMsnIQve3EUKMhWbDyEEEIIIYQQQgghhBBCCCGEEEIIIUTpKFmPEEJkjccDWk4UvqzgM/DqL8XGQwghhBBCCCGEEEIIIYQQQgghhBBClI6S9QghRB5cfwR0TIQve7oHYBiFhkMIIYQQQgghhBBCCCGEEEIIIYQQQpSLkvUIIUQetPSB5iOFL0sNA6IfKDYeQgghhBBCCCGEEEIIIYQQQgghhBCiVJSsRwgh8tJiAsCr4DDrv0exsRBCCCGEEEIIIYQQQgghhBBCCCGEEKWiZD1CCJEXU1vAoZfwZeHXgIwYhYZDCCGEEEIIIYQQQgghhBBCCCGEEEKUh5L1CCFEnlpOrGABAzzbp9BQCCGEEEIIIYQQQgghhBBCCCGEEEKI8lCyHiGEyFO9DoB5Y+HLXhwBCnMUGw8hhBBCCCGEEEIIIYQQQgghhBBCCFEKStYjhBB54vGAVhX0rpf/GXj1l2LjIYQQQgghhBBCCCGEEEIIIYQQQgghSkHJeoQQIm+uQwAdY+HL/PcADKPYeAghhBBCCCGEEEIIIYQQQgghhBBCiMJRsh4hhMiblj7QbKTwZalvgOh/FBsPIYQQQgghhBBCCCGEEEIIIYQQQghROErWI4QQRWg5AQBP+LKnexQaCiGEEEIIIYQQQgghhBBCCCGEEEIIUTxK1iOEEEUwtQMceglfFn4NyIhVaDiEEEIIUZ4JEyaAx+OBx+Nh8ODByg4HkydP5sczcOBAZYdDyDejqKgITk5O/P1vx44dSo2ntLQUzs7O/Hi2bt2q1Hiqi0OHDvE/s4r+7t+/r+wwyTfAx8enym0xJiZG2WF+8x49esT/PgwMDJCcnKzUeE6dOsWPp06dOsjNzVVqPISQ6qGq35vRo0crO0TyDYiJialyW/Tx8VF2mN88VTvvzcrKgrm5OT+eS5cuKTUeQggh3y4NZQdACCHfjFYTgfCr3PlMKfBsH9DtN8XHRAghhCjB8+fPceXKFf60pqYmZs+eDX19fSVGpRjPnz/HgQMHAAAaGhpYvXq1kiMCli1bhiNHjiAvLw/nz5/HvXv30KlTJ2WHRaQUHh6OkJAQvH//HtnZ2VBXV4epqSnq1asHd3d3mJmZyawuhmEQFRWFyMhIvH//Hp8+fUJeXh709fVhYmICR0dHuLm5QVdXV2Z1ClNSUoKtW7fi8+fP/Hlt27ZFt27d5FqvpLZt24Y3b94AAOzt7TFx4kSlxqOmpoZVq1bxk3Z9fHwwfPhwmW4rRHJpaWkIDAxETEwMMjIyUFBQAGNjY5iamsLW1hbu7u7Q09NTdpjVQnFxMZ49e4akpCSkpaWhpKQE5ubmcHV1hbu7O9TU5PNs84cPHxAYGIjo6Gh8/vwZDMPA0NAQdevWRdOmTWFnZyeXeiWVmZmJsLAwxMbGIikpCTk5OQAAExMT1KpVC82bN4etra2So5RObGwsgoKCEBsbi6ysLPB4PBgbG8POzg7NmjWDlZWVTOsrLS3FjBkz+NM///wzLC0tZVqHuIYMGYLff/8dL1++RHx8PNauXYuVK1cqNSZCVEF+fj5evHiBd+/eITU1Ffn5+dDV1YWlpSUcHBzg5uYGTU1NmdWXm5vLP+YmJiYiOzsbJSUlMDY2hrm5Odzc3NCwYUPweBWM3CKm+/fvo2PHjgCA6OholfsNAr4k+AQFBeHdu3f48OEDcnJyoKOjA1NTU1hYWKB58+awsbFRdpjVRmRkJJ49e4bU1FRkZmbC0NAQDRo0QLt27WBsbCyXOhW9H0mruLgY7969Q3R0NOLj4/H582cUFBTA0NAQpqamcHZ2RpMmTaClpaXsUCWWnZ2NwMBAREZGIi0tDYWFhdDT04ONjQ0cHR3RpEkTmbeFVe2819DQEIsWLcLPP/8MAJg7dy569OhRrb9XQggh1RRDyFcoODiYAcD/Cw4OVnZIRIjPnz8zFy5c4P99/vxZ2SHJV2kpw2xvyTDLjbh/a+oyTEGOsiMkhKigoqIiJjQ0lPVXVFQkVZnFxcVMRkYG/6+4uFhG0RJls7W1ZbWB/Pz8VKKs8l68eMGYmJiwygbAdO7cmcnLy5NJHaqsXbt2/Pc8duxYZYfDN3fuXH5cTZo0YUpKSpQdksrz9vbmbMfq6upMeHh4hetUdPwVLOv8+fMSxfT27Vtm1qxZjJWVFSe28n88Ho9p0aIFs23bNiYnR7I26H///ccsWLCAadu2LaOvr19pfQAYDQ0Npl+/fsytW7ckqq8qpaWlQr8TLS0t5urVq3KpUxqpqamMsbExP84jR44oOyQ+Dw8PflzTpk1Tdjgq7+DBg1Vu/5L+hn748IFZuXIl06RJkyrrUFdXZ5o3b86sW7eOSUhIkNn7u3HjhtTvSXDd6OhoieORpqyoqChm1KhRjKGhYYWfo6WlJePj4yPxsVFQRkYGs2bNGsbFxaXK77BevXrMwoULJf7+li9fXmUdlX1eOTk5zI4dO5ghQ4YwdnZ2VZYFgLGzs2NWrFjBpKWlyTxWAIy+vj5jY2PDtGrVipk+fTpz/vx5qc+FEhMTmcWLFzP169evsn4nJyfG19eXSU9Pl6rOMnv27OGXbWJiojLXwS5fvsyPS0dHh4mLi1N2SERBBH/DPD095VJWRW1gYfvdd999J1H95cswNjaWqIzS0lLmwoULTO/evRltbe0qj08//vgjc/fuXYnr2rdvH+Pt7c00atSIUVNTq/KYZGlpycyfP595//69RHWW5+fnJ9XvclWxent7SxRXcXExc+rUKaZ3796Mjo5OlfVYW1szEydOZB4/fixRfcLk5OQw9vb2Ur0nwfOS5cuXSxyPNGUVFBQwO3bsEPp+yv40NDSYQYMGyewemiL3o+jo6Cq3kao+r1u3bjEzZ85k3N3dq4wXAKOrq8uMGDGC8ff3l3msABhNTU3G3Nycady4MTN06FBmy5YtTHJyskSfD8N82adSU1OZXbt2Md999x2joaFRaf2mpqbM2LFjmefPn0tcZ3mqet6bn5/P2NjY8ONav369skMihHxl6B6cbMnjPinDKD+niJL1yFdJ2TsWEc03l6zHMAzzdJ/wZL3lRgzz/KCyoyOEqCBK1iPiUPVkveDgYKZmzZoVXhT8/vvvmcLCQqnrUVVXr17lv1cej8eEhYUpOyS++Ph4RktLix/fyZMnlR2SyhOWGAaAGTp0aIXryCtZLzMzk5k6dSqjrq4u0g0AwZt+J06cEPv9Dx8+XOy6yv5++OEHJiMjQ+w6KzNlypQK69PR0ZH4BpC8zJ8/nx9f3bp1ZXKBSVZOnz7Nj01LS4uJjY1VdkgqTTA5Yf78+czt27dZf+Im+uTk5DC//vqrSDephf2pq6szY8eOZRITE6V6b1lZWUzdunWF1lHdkvX2798v0g3Ysr/69eszr169kjjOkpISZtu2baybk6L+aWtrM0uXLmXy8/PFqjMyMpKz7XXr1k3kz+vdu3cSH9ctLCyYc+fOiRyrqMl6wv5sbGwkutFbUFDALFu2TKL9ysjIiNmyZYtUDzPk5+czderU4Ze5cOFCicuStdLSUlZC6aRJk5QdElEQVUzWA8DcuHFD7PrLry9Jsl5AQADj7u4u0XGpU6dOzLt378Sqr6ioSOLjoIGBAbNr1y6x32N5skzWc3V15fz+hISEiF3mpUuXREqkrujPzc2NuXPnjtj1CpozZ47Q8qtbst67d++Yxo0bi/z5aWhoMJs3b5Y4ToZR/H6Ul5fH2fY2bNgg1udV/oFKcf54PB4zZcoUkdtroibrCfvT0tJiJkyYINH9sxs3bki8Xw0ePJhJSkoSu87yVPm8d926dfzYatasyWRlZSk7JELIV4TuwcnW15qsJ59xHQghhAjXdCigbSx8mf9ugGEUGw8hhBCiIO/evUOXLl3w8eNH/jzBISauXr2KYcOGoaSkRNHhKcSyZcv4//ft2xcODg5KjIbNxsYGw4YN40+vWLECpaWlSoyo+vrrr7/w6tUrhdUXHh4ODw8P7Ny5k7PvqKmp8YcqbNy4MUxMTDjrJycnY9iwYZgwYQKKioqkikVdXR12dnZwc3NDy5Yt4eDgIHRYo7Nnz6Jz58749OmTVPWVmTt3Lnbt2sWaV/74kp+fj759++Lx48cyqU9aycnJ2LFjB396zpw50NDQUGJEbIMGDYK9vT0AoLCwEKtWrVJyRNWLk5MTunTpwvozNTUVef23b9+iRYsWWLt2LfLz8znL9fT0YGdnhxYtWsDR0VHosGUlJSU4cOAAGjZsiOTkZInfy6+//oq4uDiJ11cVa9aswbhx41BQUMCab2JiAjc3N7i6usLQ0JC1LCoqCl5eXggNDRW7vqysLPTr1w8zZsxgDctdpmwYNTc3N1hYWHCGNCwoKMBvv/0GT09PfPjwQeR669evz9n2ZDGMq4mJCRo3boxWrVqhadOmsLCw4LwmJSUFgwcPxqFDh6SuryoJCQkYNWoUxo0bB0bEaygfPnxAhw4dsHLlSs5+xePx+ENMuri4oEaNGpz1MzMzMWvWLPTt2xdZWVkSxb1nzx68f/8eAKCtrY1Zs2ZJVI488Hg8zJs3jz994MABxMTEKC8g8s1bsmSJQuvbs2cPWrdujYCAAM4yXV1d1K9fHy1atICtra3QYRLv3buHZs2a4dKlS1LHYmBgAEdHR7Rs2RLNmjUTOsxrdnY2pkyZgt9++63SsnJzc5GbmytxLOnp6SKdE5qamnJ+f5ycnESup6ioCFOmTEHfvn0RFRXFWa6hoYFatWrB1dUVzZo1Q61ataCurs553cuXL9GlSxdWO1tcT58+xZYtWyReX1WEhISgVatW/KFHy2hoaMDBwQEtWrRA7dq1WcuKi4sxe/ZsrF27VqI6lbEf6ejocLY9d3d3ieIvT1NTE/b29mjevDlatGgBe3t7ztCwDMNg165dGDBgAAoLC6WuszKFhYXYu3cvmjZtitjYWJHXW758OXr27Cl0v9LX10fDhg3h4eGB2rVrCz0fPXPmDNzc3PDff/9JFLeqn/dOmjQJRkZGAICPHz9i69atSo6IEELIt4aS9QghRJG09IHmI4UvSwkFYh4qNh5CCCFEAWJiYtCpUyfWDedatWrB398fvr6+rNeePXsWo0eP/uoSxe7cucO6aD1lyhQlRiPc5MmT+f+HhYXJ5GbTt4hhGCxdulQhdYWFhaFDhw54+/Yta76rqyv27NmDlJQUJCUlISAgAKGhocjIyEBwcDCWLFnCSUzZt28fhg4dKlayrIGBAX744Qds374dL1++RE5ODqKjoxEYGAh/f3+EhYUhKysLly5dQuvWrVnrvnjxQiaJCkuWLMEff/zBmjd16lS8efMGjRo14s/LyclBr1698Pz5c6nrlNa2bdv4N051dXUxevRo5QYkQE1NDRMmTOBPHz58WKqELyK6169fo3379pwEMWtra/z2228ICAhAdnY2oqOj8fTpU7x58wafPn1CcnIy9u/fj969e7MSv3JycpCXlydRLI8fP8bOnTsBfNkmdHR0JH9jSnT9+nUsXryYNc/R0RFnzpxBcnIyAgMDERQUhLS0NFy4cIGfqAp8SVIYOHCg0KTJiuTk5KBHjx64cuUKa765uTlWr16NiIgIpKenIzg4GIGBgUhOTkZiYiK2bt2KBg0asNbx9/eHl5eXwvc/FxcXzJ8/H5cuXcKHDx+QkZGB0NBQPHnyBC9fvkRycjKioqKwdOlS6Orq8tcrLS3FpEmTEBYWJnad3bp1w+3btzl/586dw7p169ChQwfOOgcOHGA9CFGR5ORkeHp6wt/fnzXfzs4OmzZtQnx8PFJSUhAYGIjXr18jLS0NUVFRWLNmDSwtLVnrXL16FT179kROTo5Y76+kpAQbN27kTw8YMIBTtrINGTKEn1hcVFSEzZs3Kzcg8k17/vw5zp8/r5C6Nm3ahEmTJrEeWuHxeBgxYgRu376NrKwsREZG4unTp4iJiUFWVhYuX76M/v37s8rJzs7GwIEDcfbsWbHqt7e3x4wZM3DmzBnExcUhKysLb968gb+/P168eIH4+HgkJSVhw4YNnOT/ZcuW4d69exWWvXbtWri4uOD27dtixQQAJ06cgKOjIw4ePCj2uuIoKirCoEGD8Oeff7Lmq6urw9vbGxcvXsSnT5+QlJSEoKAgvHjxAklJScjLy8OtW7cwffp0mJmZsdZNTU2VKJbCwkKMGzeOfy1CX19fsjelZFlZWRg4cCDS09P58/T09LBmzRokJycjLCwMT58+xfv37/HmzRv8+OOPrPUXL16Mu3fvilWnsvcjadWoUQMjRozA3r17ERoaitzcXERERCAgIABPnz5FREQEMjMzcfLkSTRu3Ji17vXr17F69WqJ6hXW9rl69Sr279+PMWPGQE9Pj/X6mJgY9OjRQ6R2yKxZs7By5UrWgw2ampqYOnUq/v33X2RlZeHt27d49uwZ3r9/j0+fPuHUqVPw8vJilZOcnIyuXbvi0aNHYr8/VT/vNTIyYj20umXLFs7DPYQQQohcKbQfP0IURNldVhLRfJPD4DIMw6RFMcxyY+FD4Z4cpuzoCCEqhobBJeJQxWFw4+PjOUNu2NvbM5GRkfzX7Nu3jzN854QJEySOXVzl6z148KBc6ujduze/DltbW6mGUZOnJk2a8OP08vJSdjgsiviexFHRMLhlf0+ePOGsI8thcHNzcxlHR0fOUDwrV64U6Xfi/fv3TOfOnTlx+/j4iPT+w8LCxBqisaSkhBk3bhynPkmGyCrj6+vLKa/8MEepqamMh4cHa3mNGjWkGtpSWnl5eazhwEeOHKm0WCrz4cMHRkNDQ+ztQhHKD9sGSDekqiwIDvsn6fHp06dPTL169Tj79OLFi5ns7GyRywkMDGQNfSrJ55Ofn884ODjwy5gxY4ZU7QLB/VRRw+AWFxdz2iAtW7Zk3r9/X2Eb+OPHj0zTpk1Z66xfv17k+EaNGsWJ8YcffmBSU1OrXDc3N5eZPXs2Z/1OnToxpaWlIsdQnuDvS2WfV3Z2ttjDzwUGBjKmpqasOn788ccq1xMcBleUoQWvX7/OqUtTU5OJioqqcJ2SkhKmY8eOnM902rRpIu1XaWlpzNChQznrjx49usp1yzt79ixrfVUbmr3M9OnT+TEaGRkxmZmZyg6JyJmqDoMLgHF2dhbrnKn8uqIOg3v37l2Gx+Ox1q1bty7z4MEDkda/dOkSq10HgNHV1WXevHlT5bqlpaVMUFCQSPWUiY2N5fwet2zZUuhrP378yOjp6fFfN2rUKObjx4/85RUNgxsTE8P07NmTv8za2popLCzklC+r7UbYkLPt27cX6xzh8+fPzKJFi/jvV9IhZ8v/NtnY2DA///yz2L9VZZQ5DO6yZcs42+TDhw8rXWfJkiWsdVxdXUXe/5S5HwkjeK5Q1ecVHBws1nXW/Px8pkePHqw6tLW1mYyMjErXEzYMblU+fPjAeHl5cdZbtWpVpesdOHCAs46TkxPz8OFDka4BHzhwgNHV1WWtb2FhwSQnJ1e5bpnqct77/Plz1vs8dOiQskMihHwl6B6cbNEwuIQQQmSjRj3AoafwZeHXgE/Vf5ghQgghBPjyBG7nzp1ZQ264ubnh8ePHqF+/Pn/euHHjcPbsWVavPXv37sXs2bMVGa7cxMbG4tq1a/zp4cOHc4ZQURUjR/6vB+D79+9zhs0hFWvbti1rWrAnJ1n7+eefOb0X7dy5E0uXLhVpaJnatWvj6tWr6NKlC2v+qlWr8OTJkyrXd3BwgLa2tsjxqqmpYceOHbCzs2PNP3funMhllLdlyxYsWrSIVf7OnTvh4+PDn1ezZk34+fmx3mN6ejq6dOmC8PBwieqV1pkzZ1jDgZff51SJpaUlunXrxp/es2fPV9fjqaoZP348oqOj+dMaGho4fPgwVq1aJVbPLm5ubrh58yZ27doldBhqUaxYsYK/j9SuXVvi3kKU7fTp06w2iIGBAfbv3w8DA4MK1zEzM8OpU6dYw7OtXbsWmZmZItV35MgR1rzhw4fjr7/+Qs2aNatcX1dXF5s2beIM/3jv3j1s2LChyvWlpa+vz+ndrypubm5Ys2YNa97Vq1fF6o1QVD169MDp06dZ84qKiiod7nD9+vXw8/Njzfv111+xfft2kfarGjVq4MSJExg1ahRr/qFDh8Tq9aesl0oAsLGxQceOHUVeV5HKv8/MzEwcP35cidGQb42RkRFcXFz40yEhIThx4oTc6ktPT8eoUaNYvU5ZW1vDz89PaG+ewvTp0wc3b95kDUmfl5eHYcOGVTksJo/Hg6urq1gx161bF7t372bNK+shTZCZmRkuXLgAZ2dnAMCRI0fQuHHjCvfr0tJSbN68Gc7Ozrh+/ToAoE2bNjh//rzE7YmqXLlyBZs2bWLN69u3L+7cuSPWMLpGRkZYvXo1nj9/zupZWxwhISGs37Pt27dzeiKvDnJzc7Ft2zbWPF9fX7Rv377S9VauXAlPT0/+9KtXr3Dy5Mkq61P2fiQLzs7OYg3Nqq39f+zdd1TU2NsH8O/QEZCmAqKigL2L7lpQ7Iquim3tinXtuvYCYte1rL037H2t2HsXUUHFgiIgCIIKIk1q3j94yY9MZmAyHX0+53AOySS5z5Tc3CRP7jXEnj17OL+P9PR0nDlzRumx2djY4MyZM6hcuTJn/po1azifeX6hoaEYP348Z17VqlVx5swZTh1bkMGDB+P48eOc9nBcXByGDBkic+xF5bzXxcWFU99s2rRJg9EQQgj51WjnHSJCCPnZ/TZC8nwmB3i0Xb2xEEIIISoQHx+PNm3acBJimjdvjps3b0oc9svDw4N3gVY8GaeoOnDgACfJpVu3bhqMpmBdu3blTNNNWtmNHTsWdnZ27PTVq1d5CQLK8vDhQ95QURMmTOAMZSwLQ0NDnDhxAg4ODuy8rKwsDBs2TOrFf0UYGhqiR48enHnyJIRu3bqVk8xrYGCAQ4cOSRxe2tTUFH5+fujVqxc7Ly4uDq1ateIkRqnLvn372P8tLS21NmED4NYH0dHRBQ6zRhRz+vRpXuLPwoULFbqpNXLkSFy7dk3wEG6BgYFYvnw5O71hw4YiebMaAE6dOsWZHjBgAMqUKVPoelWqVOHUVV+/fi00sTg1NRWjR4/mzHNxcYGvr6/gBP0FCxage/funHleXl6IiooStB116dOnD+c9pqSk4MMH1TyE2Lp1a7Rp04Yz79KlSxKXjYyM5A2T6+HhwUsuLIxIJMLOnTvx22+/ceaPGjWKHdqtIB8/fsSNGzfY6a5du3KGq9Ym9evX5+wj+Y9ZRU1KSgr27NnDa9sq28OHD+Hp6YkbN26opO30KxGJRFiwYAFn3ty5c5GVlaWS8mbPno2PHz+y07q6ujh9+jTnoTJZ1KtXj7evPH36VGVDSbdt2xalSpXizJPWnm7Tpg2CgoKwYcMGlChRAp8/f0b//v3h7u6OiIgIdrlnz56hUaNG+Pvvv5GSkoJy5crhwIEDuHfvHq/uU5b09HQMHz6cM69WrVo4duyYoAeC8qtatSr8/f1lThLLk5OTg6FDh7KJYV27duUNz1pU3Lp1CwkJCey0tbW1TOeIIpGI97DZ1q1bC12vqO5HiipZsiTatWvHmaeqBx1NTU157ZnPnz/j6dOnEpcfO3YskpOTOesfOXIEVlZWgsp1d3fHypUrOfP8/Px4D05IU1TPex8+fIh3795pMBpCCCG/EkrWI4QQTXBsDpSoLPm1x7uBjMIv+BJCCCHaKjExEW3btsXz58/ZeV27dsWFCxdQvHhxqes1a9YMN2/ehK2tLTtvyZIlWLhwoUrjVbX8PULY29vDxcVF7m3FxcXh2rVr2LZtG5YvX44lS5Zgy5YtOHXqFD59+qRwrM7OzpynilXZm8XPxtjYmHeDQ1W96/3777+caXt7e97NTVmZmppizZo1nHnBwcG4ePGi3PEVxMnJiTOd/2l7Wezdu5dzw8nMzAznzp1Dz549pa5jYGCAAwcOYMyYMey8jx8/omXLlmpNfomLi8PVq1fZ6Q4dOgjqxUFcWFgYzp49i40bN2LJkiVYvnw5duzYgStXrnBu0Mirc+fOnIQSqg9UZ9myZZzpBg0aYMqUKQpv19XVFSVLlpR5+aysLAwdOpRNjOjevTs6d+6scByacvPmTc70H3/8IfO6nTp14kz/999/BS6/e/dufP36lZ3W0dHB5s2b5d7H16xZw+kBMCMjA+vXr5drW6pWvHhx3u9MaN0uhPj3GBwcLLHnz/Xr13N65DE1NcXatWvlKlNXVxebNm2Crq4uO+/Lly+8nhQlOXToECe+Ll26yBVDfm/evMGhQ4ewdu1aLFmyBNu2bYOfnx8SExMV2q5IJOLs8/fu3eMk9Gg7hmFw8+ZNDB48GLa2thg0aJDKHpzIk5aWht27d6NFixZwdHSEj48Pp0dPIoyHhwcaNGjAToeGhmLnzp1KL+fr16/YvXs3Z96YMWPkPk/7448/eMld69atU0mioUgkQoUKFTjzCqpzdXV1MXr0aLx79w6TJk2CgYEBLly4gMGDB7PLeHh4wN/fHyYmJpg/fz5ev36NPn36KD32/Pbu3cs5f9XT04Ovr6/CvfiZm5ujZcuWgtZZvXo1Hj58CCD3mKatx1tZiLd92rRpwxnBoCAtW7bkPORx584dfP78WeryRXk/UgZFz2uF6NChAy/RP//1tjwvX77EhQsXOPPmzp0r08MqkowePZr3fYpfi5BE2ee9APDt2zf4+flh27ZtWLJkCdatW4fDhw8jJCREoe0C/LYZnfcSQghRF0rWI4QQTRCJgN+l9K734xvw/KhawyGEEEKUJTk5GR06dMDjx4/ZecOHD8fRo0dlekK+du3auHv3LufCp7e3N294nKIiIiICL168YKeFPk3MMAxu376NcePGoUqVKrCxsUGrVq0wYsQITJs2DbNmzcLIkSPh4eEBOzs71KpVC7t371bognb+GMPCwvDy5Uu5t/WrGT58OGeY1/v37+Ps2bNKLSMyMpKXNDJt2jSFer7q0qUL6tWrx5mnql4MxIdGtLCwkHndo0ePYvDgwWzPNSVLlsT169fRqlWrQtfV0dHB+vXrOcPkhoeHo1WrVoiNjZU5BkWcP38e2dnZ7LTQ+uDHjx84fvw4+vXrBzs7Ozg6OqJTp04YM2YMZs2ahWnTpmHYsGFo06YNLCws0K5dO05vTkKVKlWKk7x77tw56jVIBR4+fIi7d+9y5nl7e3OSgtRlxYoVePLkCYDcm93iw6gVJZmZmbwk9tq1a8u8vviyV65cQVpamsRlGYbhJT136dIF9evXl7k8cfb29hgxgnvNYNu2bTL15KYJitTtQon31pOTk8PpRQjI7elw27ZtnHnDhw9H2bJl5S63Xr16vJu5BQ1Dlyd/O8DAwABNmjSRq/z09HSsWLECzs7OqFKlCvr06YMJEyZg1qxZGDFiBP744w+UKFECrVu3xp07d+QqA+AemxiGgZ+fn9zbUpewsDDMnTsXTk5OaN68OXx9fZWStC5UeHg45s+fD2dnZ7i5uWHnzp1ISkpSexxFnfiDWgsWLFD60Npbt27l1On6+vrw9vZWaJvz58/nTEdFRQkaLlsIeepcc3NzrFy5EsHBwejcuTOv7ho4cCBCQkLg7e0NY2NjZYYrkXjCT+fOnVG3bl2Vlyvu/fv3nO9+yZIlKF26tNrjUBbxnm2FtH10dXXZYZOB3ONrQeeyRX0/UpQ62z4WFha8nvEkJQeKt0dLlSrFeWBNKB0dHfj4+HDmPXz4EA8ePChwPUXPe/O7desWWrVqhZIlS+KPP/7AiBEjMGvWLIwfPx69e/dG5cqVUbFiRaxatUruYZPr1avHebBY2ddwCCGEEGkoWY8QQjSlVm/A0Fzyaw+3AHQjjBBCSBGTlpaGzp074969e+y82bNnY+vWrYKSDhwdHXH37l3OxfpJkyZhy5YtSo1XHcR7J3NzcxO0/tSpU9GsWTOsX7+eM6SwNM+fP4enpydatGiBuLg4QWVJi1H8yWwinYGBAe9itre3t1ITnE6dOsVJxjQwMEC/fv0U3q6npydn+vLly/j+/bvC2xWX12tFHll7Xjh79iz69evHXvQvX7487t69K7jnBh8fH2zatIkdsjEkJAStW7fm9IilKorWB66urujRowcOHDhQaE+a2dnZuHTpElq0aIGxY8fKncCbP8bY2Fipwy0R+Ykn39rb26NDhw5qjyMkJATz5s1jp5cuXcoZ2ruokbRPCxn+y9ramjP948cPqcObBQcH847R+Xsskpd4vRwfH6/yXsLk8ebNG06PbqampqhUqZLKypPU65J4HXft2jVeAp8qvpPXr18X+FBDcnIyp13coEEDuZJggoODUa1aNUydOhWhoaFSl8vKysLVq1fRtGlTDBkyBJmZmYLLEh8+UlvbgUlJSdi1axfc3Nzg5OSEefPmSRzeXtGefAoj6RyHYRjcunULQ4cOha2tLQYOHIirV69SwruM2rZty2l/REVFYdOmTUotQ3xo806dOqFEiRIKbbNmzZq8h18KG0JdHklJSbzjkXi5BRGJRBKHZ9fR0VHbEN2vXr3ivQfxIXHVZfjw4WwifKNGjTBq1CiNxKEs4u0foUOfird/Cmr7F+X9SBnkPa+Vl3j7R9L5nfh5Rf/+/RXurdLd3R02NjaceYV9J4qe9wK5vUoPHDgQbm5uuHbtWoHns3k9h9aoUQOvX78WXJauri5cXV3Z6cePH6u0p0RCCCEkDyXrEUKIphiaAnX7S34tLhiIuCv5NUIIIUQLZWRkoHv37uxNZJFIhLVr18o9hK2NjQ1u3LjBeQJ31KhRMg03pk1u377NmRbay46kXiQsLS1RtWpV/P7776hTp47EZIo7d+6gZcuWUnsBKoj4ReZbt24J3savbMCAAahSpQo7HRgYiKNHlddrsnhvOW5ubrybKvLo3r07ZzonJ6fQJ+aFevXqFecGgp6eHvr27VvoepcvX0aPHj3YpIOaNWvi3r17qFixolxxjBw5EkeOHGF7+3zx4gXatm2r8PCBhclfH1hYWMDZ2VnQ+pLqg9KlS6NGjRpo2LAhatasCXNz/sNAGzZs4PXQJSuqD1RP/DjRsWNHtfeqxzAMhg0bxv7GmjRpgr/++kutMSibpESE/D18FEZSkpO0ZD3xetnY2Bju7u4ylyVNzZo1efWceC+M2kC8rdevXz+VJkhFR0fz5oknI4h/JxUrVkTNmjUVLtvd3Z2XbFfQd/Lw4UNOLy/y9LYYEBCApk2b8oZW1dfXR8WKFVG/fn2JvUDt2rULnTt3FtzLTKlSpTg9EIrXUZrEMAyuXbuGgQMHwtbWFkOGDMGtW7ckJsG5uLhg9erVUvdbZWnatCmCgoIwadIk2Nra8l5PTU3F3r170bp1a5QvXx5eXl54+/atSmP6GSxatIgzvWTJEqX1lpicnIygoCDOPPF2sLzEt6OKOnvZsmWc/bpdu3YSf3vivn//jqlTp6JatWo4efIkLzHP19cXlSpVwuLFi5Xek6E48XqlWLFiaNOmjUrLlGT79u24du0agNw6ddu2bWpLWFQV8faPkLYPwG//SKtDi/p+pKirV69yzpWtrKzQqVMnlZWXkZHBS8QUvwbw+vVrXoKZMr4TPT09dO7cmTOvsO9E0fPe9PR0dOzYEXv37uW9Zmdnh/r166NSpUq8RMS3b9/C1dVVrgfM8p/35uTkKNRLMSGEECIrStYjhBBN+m0YACkXAR5uVmsohBBCiCIMDAzYIRIZhkFOTg7GjRun0DaLFy+Oa9eucbY5cOBAJUWsHvmHA9bV1UXVqlUFb8PMzAyDBw/GsWPHEB0djfj4eLx8+RIPHjzA06dPER0djaioKCxdupQz9EpwcDBmzJghuLwKFSrA1NSUnQ4ICBC8jV+Zrq4ub/geHx8fwTdKpBG/MK6sJ/hLly7Nu9GnzBsjDx8+RLt27Tg3F2fPni3TkIRt2rTBjx8/2Lrg2bNnCvf41b17d842Hz9+LDHRTVni4uIQFRXFTucfYkqIcuXKYfLkybh69SoSExPx8eNHPH/+HPfv38ezZ8+QkJCAoKAgjBo1ipPwtWvXLpw4cUJweeLJLVQfKFdaWhrnOAHIl8yjqE2bNrE31QwMDLB169Yif7NaUk8yQnqclbSstBvW4nVl7dq1lZasJl7Ha9MN6x8/fmDixInYt28fO69kyZK8Y6CyiQ/vXaZMGd7NWlUdK/X09HhDChb0nYjv3zVq1BBUXlJSEnr27MnpJbBYsWJYtmwZPn36hJCQEDx69AgfP35EUFAQPDw8OOtfuHABc+bMEVQmwK37v337hnfv3gnehjK9e/cO3t7eKF++PFq1aoW9e/dKHBK6bNmymDFjBoKDgxEQEIAJEyagZMmSKo+vVq1aWLlyJaKionD+/Hn06dNHYg+KHz58wKJFi1CpUiW4urpi27ZtKunF+GfQpEkTTi+znz9/5g3vKK+HDx/yemhSVh0hvp2YmBiJPT7KIzs7G//88w8nkdHY2Jg3nKy4nJwcbN26Fc7OzlixYgUyMjLQvn177Ny5k13m5MmTaNCgAZKTkzF79mxUrVoVR44cUUrckogn69WpU0ftDyrExMRg6tSp7PS0adPkbp9rE/H2j9De9sWXl9b2Kar7kTKcO3cOPXr04MxbuXIlihUrprIy7969y0ukrFChAm+Z/HR1dVGnTh2llC/+nTx+/FhqUq8yzntnzZqFK1eucOZ5eHggKCgI0dHRePToEd68eYNPnz5h2bJlnGPu169f0bNnT8EJ3nTeSwghRBNU2w88IYSQglk5ApXaASEShhV57Qd8+wBYlFN/XISQnwKTlYXMT7G8+Tk52chKTmGnM02/I1tHvRdGfzb6tjYQqXiIJXk8fvxY7qEPVf00/a8gPT2dMyyeg4MD25OXrAYPHozFixejePHiBS5nb2+P6dOno3fv3mjRogV7MXvbtm3w8fERNPyNSCRCpUqV8OTJEwDAx48f8fXrV6X03var6NGjB+rUqYPAwEAAuU+579mzR+Fk05SUFM6FbwCc4aIVVbduXZw/f56dFtIbzefPnzm9K+Tk5CApKQlv377FpUuXcOPGDU7PNyNHjuQNGfwze/bsGWe6cuXKgrexadMmNG7cuMCbmSKRCLVq1cLGjRvRtWtXdOrUCenp6QByhzXt2rWroDLz9xIJgNeDBlHM+/fveb1eKXOflkVkZCQnsXv69OmoVq2aSsu8e/euypN/9PT0ULZsWURGRrLzAgIC0LZtW5nWl3SDLjaW364GwBtuS9n18qFDh9hpVfcSJu7hw4dISkpip3/8+IG4uDgEBATg+PHjnJv6tra2OHfuHEqVKqWyeCIiInD48GHOvJYtW/KWU/V3kr83nYK+E0Xr/lmzZiE8PJydNjc3x/Xr1yW+n1q1auHEiRPw8vLiJPMsX74cf/75p6BhMqtUqYJz586x00FBQYJ7xVHU9+/fceTIEfj6+haYEGlqaoru3btjwIABaNGihcReNdVFV1cX7du3R/v27ZGUlISjR49iz549Env/u3v3Lu7evYsJEybAw8MDnp6eaN26tUbjB4CEhARegoSsChoSWh4LFy7E+fPn2c9uxYoVGD16NCwtLRXarnj9YGJiorShuyXtm69eveIl1Ujz7NkzTr2a15tWYGAgjh8/joiICPY1MzMzHDt2rMBj9rVr1/D333+zdVGJEiWwatUq9O/fn5P4XKtWLTx48ABr1qyBt7c3wsPD0atXL6xbtw6rV69W+vCeqqyjZTV69Gh8+/YNQG7vq15eXiot7/3793LvWzExMTIv6+joyJl+9OiRzOumpqby9mNpyX7avB8pKjIyknMdJzs7G4mJiXj16hXOnTsHf39/9jWRSISFCxfC09NTpTEtX76cM21oaIjGjRtz5ol/J5UqVUKxYsWU8tCg+HeSkZGB9+/fS6x/FG37PHr0CKtWreLMmzNnDubNm8db1srKClOnTkXLli3RsmVLNgE+NDQUXl5eWL16tczl0nkvIYQQTdC+O4qEEPKr+f0vycl6TA7waAfQhn8iQgghssj8FIvQ1q0LXe6zGmL52TlduQKDMvaaDoNnypQpmg7hl/bhwwfk5OSw02XKlBG8DaE3RhwcHLBt2za0/v99Py0tDYcOHcLo0aMFbad06dJssh4AhIeHU7KeAHkX7f/44w923rx589C7d2+FthsfH8+bp2gPc/mJ96wnqTxp7t69K1MiWM2aNTFv3jzBSWNFnXhvEPLUB02bNhW0fJs2bTB16lR2iEp/f3+8fPlSUCKWmZkZTE1N2Z4J8t8kJoqTtI+pMtFJkpEjR7LJWJUrV8bs2bNVXmb//v1VXgaQu88cOHCAnT58+LDMyXoHDx7kzZPWQ4f496jKejl/D2vq8NdffxV6s9LIyAienp6YP3++Snsx+/TpEzw8PNgE5DySEuHzEjDyaOpYqUjd/+3bN07PVwCwY8eOQpNaFi5ciCdPnrDJ9zk5OVi1apXEoeSkER9WN3/CoCrl5OTg6tWr8PX1xYkTJ5CWliZxOV1dXbRq1QoDBw5E165dVdqbkbzMzMwwZMgQDBkyBB8+fMDevXuxd+9eTgIIkNtWP3jwIA4ePAh7e3sMGDAAnp6eciX1K8OzZ880MhypJHXr1kX37t1x7NgxALn7xPLly7F48WKFtiu+z9rY2CitN9mSJUtCR0eHcw4opD09Z84cnDp1qsBl9PT00LNnTyxatKjA5KWvX7+iU6dObC+UAwYMwKpVq6Se0+no6ODvv/9Gt27dMHLkSFy4cAF37txB586dER4ezuvBVBHin4m62z5HjhzByZMn2ektW7bAyMhIpWXm1QGqJn6+cOXKFXz58gUlSpQodN1jx47xHvbMzMxEeno676FDbd6PFHX8+HH8/fffhS7XpEkTLFq0CG5ubiqLhWEYzJ49m/NAHQD07NmT14OrOtujksrLo+h576pVqzgJ7n/88YfERL38XFxcsHXrVs71lu3bt2PevHky956vqbYPIYSQXxsNg0sIIZrm2AIoIeUi3JPdQKbki5OEEEII0W75e/MBlHuxtCCtWrXilHXv3j3B2xCPVfy9kMJ17NiR87R7REQEtm/frtA2JV0QV+bQreLbUvZNkXr16mHOnDno1KmTUrdbFGiqPhBPilK0PkhKSuIlwRD5SdrH8g9nrmr79u1je88SiUTYsmWL4B5gtZn4kKCnTp2SaUirS5cu4fr167z5sibrqbJezsrK0qphMw0MDDB+/HhMmTJFJYl6ycnJCAwMxMKFC1GrVi22x9o8bdq0QatWrTjzEhMTeckGmjpWKlL3HzhwgDPUa5MmTdC9e3eZ1hUfFvPIkSNITEyUuWx1twPfvHmDWbNmwcHBAW3btsWBAwckJurVqlULy5cvR2RkJC5evIh+/fppZaKeuHLlymH27Nl4/fo1Hjx4gNGjR0tMmPr48SOWLl2KKlWqoFGjRti8efMvf8xdsGABp0fhtWvXCh7WU5wq62yRSMTrEV2Z7WkdHR0MGTIE06dPL7SXMWtra0yaNAkVKlTAxYsXsWfPHpkevnJwcMD58+exb98+lCxZEvPmzVNqoh7A/0zU2fb5+vUrxo0bx04PHjwYLVq0UFv5qubq6sr5ntPT0zF37txC10tNTWUf8BEnqf1TlPcjZWjVqhW8vLzQrFkzpW87IyMDkZGROHjwIJo0aYIlS5ZwXjc2Npb4naqzPSqpvDyKtH2+ffuG48ePs9MikQgrV66Uad1evXqhYcOG7HRKSgrnoZ3CWFtbw8DAgJ2ma2CEEELUgZL1CCFE00Qi4Lfhkl9LSwCeH1VvPIQQQghRCvGboqampmoru3z58uz/T58+Fby+eKxCbvCS/8k/DB0ALFmyRGovMbLIPxRhHhMTE7m3V9i2JJWniCdPnqBnz55wdnbGxYsXlbptbaep+kD8Ri7VB9pF1ft0QeLi4jBx4kR2esiQISrtGUQTunXrxtkHsrOzMWjQoAKH4A0KCpLa85+0+lv8e1RlvSypPE3KyMjAsmXLULlyZQwbNkzu2Hbv3g2RSMT7MzMzQ926deHt7Y3Pn7n9gVeqVEliD4jadKzMX1/q6uoK6rnp5s2bnOkhQ4bIvG6VKlU4DwxkZGRwhu4tjDrq/YyMDGzZsgWNGjVClSpVsGTJEkRFRfGWs7W1xaRJkxAYGIigoCBMmTJFbQnvqvD7779jw4YNiImJwYkTJ9C1a1dOckCeBw8eYNSoUbC1tUWvXr1w9epVDUSreVWqVOHUySkpKQr3rKfKOlvS9pRZZ+fk5GDr1q2oU6cOPDw8pA7PnmfmzJl48eKFzL3K5tevXz+8fv1aUN0jK1V/BwWZOHEim/BZqlQprFixQm1lq4OxsTGvV/2NGzdi48aNUtdJT09Hnz598PbtW4mvS2r/FOX9SBmuXr0Kd3d31K5dW6YHQaSR1PYxNDREuXLl0LdvX9y/f5+zvI6ODg4cOAAnJyfetrSlParIee/9+/eRkZHBTru6ugoaXlm8vrp165bM6wLc9/n9+3feEPaEEEKIslGyHiGEaIPafQDD4pJfe7gFoBMDQgghcrh+/ToYhpHrz8HBQdPhy83X11fiRU9pf/kNHjxY5vU8PT0LjCN/bygAeMOUCBUeHo5ly5ahZ8+eqFq1KkqWLAlDQ0OJseW/qPvlyxfBZYn3UpKSkqJQ7JJoy/ekSs2bN+cMJRYTE4OtW7fKvT0zMzPePGV+N+LbklSeNB4eHpw6JDMzE3Fxcbhx4wa8vLw4Q+dERETA3d0d27ZtU1rs2k7Z9YG/vz9mzZqFDh06wNHREVZWVtDX15d4syc/ba0PPD09Zd6nxXs/qVChgszr+vr6Kj12Rah6ny7IuHHj8PXrVwC5Q5ctX75cLeUCucNjyds+EUJXVxebNm3iHEOio6PRvHlzLF68GM+fP0dqaipSUlLw9OlTTJs2DQ0bNmSTwsR7+pF2s1H8e1RlvSypPFUKDAzkfP7fv39HSEgI9u3bB3d3d3a57Oxs7NixA66uruzvSpV69OiBe/fuSewlSpuOlfnrfqH1/sOHDznTLVu2FLS+eI+DQpL11FHvR0dHY+TIkRLjKlasGPr06YPz588jKioKK1euRO3atZUegybp6+vDw8MD//33H2JiYrBx40ZOj0B50tPTceTIEUyePFktcbm5ucldP+/atUslMc2dO5fTs9vmzZsV6vFIlXW2pO0JqbNPnjzJ+UyTk5MRFhaGY8eO4c8//4Senh677KlTp9CgQQPekJP5FStWTKHeJ62srKCjo/xbiKr+DqTJ6zEwz6pVq2BlZaWWsn18fOTetwYNGiSorGnTpnGG0mYYBmPGjEHnzp1x4cIFfP36FRkZGfjw4QN27tyJmjVr4vTp0wAk93Ioqf2jzfuRoiZOnMj5/NPT0xETE4OLFy9i4sSJnM/o+fPnaNKkCfz8/FQeV/ny5XHt2jVez9F5tKU9qsh5rybbPgC3/cMwjEIPWhJCCCGy0Ct8EUIIISpnaArU7Q88kPCUW+wLIOQiULm9+uMihBBCiNLI+1RuREQEJkyYgNOnT8u1DXmGz6IniJVn4cKFuHz5Mju9Zs0aDB48mDe0jywk3UxSZm834ttS5OaVnp4eSpYsCTc3N7i5uWHatGkYOXIkOxQNwzAYNWoUatasKfHmtDZJSEjA48ePZVrW0tISLi4uhS4n7z52+/ZtjB07Fs+ePZNrfaoPtIu0fVqe+kGI06dP48iRI+z06tWrYWlpqdIyNaVdu3ZYsmQJZsyYwc5LSUnB8uXLC0xQbNu2LapVq4bVq1ez86QN02dlZcXZt1RZL+vp6an891EQMzMzmJmZoWLFiujXrx8uX76MXr16ISEhAQDw7NkzDBo0CGfPnlVquSKRCE5OTmjVqhWGDx9eYD1bvHhx6OrqIjs7m52nDcdKIXUpwzCcZKTixYtzek2WhXhy24cPHwSVrykjRozAihUr1JKY8fLlS0RHR8u0bPXq1VXWo5+VlRVGjRqFUaNGsb17vnjxQiVlFUXly5fH8OHD2Z7B0tPTMX/+fLkf+hDfZ5VZP+QlNRdUnhAmJiYwMTFB+fLl0b17dzx+/Bg9evRAeHg4gNxhGrt16wZ/f3+lD1WrSqo8bkqTlJSEkSNHstPt27dH3759VV6uJpiamuLYsWNo2bIlp1faM2fO4MyZM1LXK168ODZv3ozevXuz8yQNSQsUrf1IUQYGBrC1tYWtrS3atm2LGTNmoH///rhy5QqA3J5ie/fujWfPnhU6PLVQVlZW+P3339G/f390796d9yCW+LL5qbLtI6k8aYS0KSIiIjjTtWrVknldAHB0dISZmRnb619kZCQYhuE9/CkNnfcSQghRN0rWI4QQbdFgGPBgEwAJJwVX5wEV2wA6umoPixBCCCHyEe/F4MePH4K34e/vj7Zt2yp0oTX/MCKyEn+CWJ1DE/1sfvvtN3Tp0gWnTp0CkJv4tXHjRk7iiKwkXRD/9OmTwjFK25Yyb4qYmZlh7969SExMZHseyM7OxuTJk3H37l2llaMKQUFBnB4SC+Lm5oYbN27w5iujPtiyZQtGjRql0E2E9PR0wetQfaA6kvaxuLg4lC1bVmVlJiYmYtSoUey0u7s756bsz2j69Omwt7fHmDFjeDd/Jenduze2bt2KqVOncuYXlKz3/v17dlqV9bK2JVW2adMGfn5+cHV1RU5ODgDAz88Ply9flrneBHKTI8U/b5FIhGLFisHc3BylS5eW+vmLE4lEsLS05PQkqqljZbFixdjfnJB6PzExkf08AUjsQbAwJUqU4EznJVTKQpP1/tatW3H9+nUMGDAA/fv3V3riQ37Lli3D7t27ZVp2165dKuutOScnBzdu3MDevXtx/PhxrRvuURt4eXlh165d7G/T19cX06dPh7Ozs+Btie+zcXFxgpI5CvL582fOviupPEW4uLjgypUrqFOnDpKTkwHk9oDq6+uL4cOHK60cVRM/buYNS6tKM2bMYJOWixUrhk2bNqm8TE2qUaMGHj58iB49euDJkyeFLu/o6IgDBw7wzjOKFy8usXfForwfKcrGxganT5+Gq6sr+9kmJyfDy8sL+/fvF7St/A/15dHX14e5uTmsra0FnROIf0aqbPtIKi+PIue94m0V8baMLKytrdnjaHZ2NpKSkmR+0CV/+0ckEincGz4hhBBSGErWI4QQbWHtBFRqB4Rc4L8W9xJ4fhSo/XPfRCGEKJe+rQ2c/v9Jz/xycrKRnPy/IQxMTU2gQ8nACtG3tdF0CCSfdu3aSbzoKU3+m8lTp05F27ZtZVqvdOnSBb4uflNZ6I23r1+/okOHDrxEvVq1aqFp06ZwdnZG6dKlYWxsDCMjI86F8cmTJ8vd8xYA9uZPHnNzc7m3JY22fE/qsHDhQpw5c4a96bBx40aMGDFCcK8xJiYmsLe3x8ePH9l5T58+Rc+ePZUS59OnTznTVatWVcp28+jo6GDt2rU4d+4ceyPo3r17ePv2LSpWrKjUsrSNovXB9evXeYl6enp6cHV1xe+//w4HBweUKlUKRkZGvB4XhCTMSKKO+mDatGno37+/TMsGBQVhypQp7PS+fftgYyPbcbh69epyxacqjo6O0NfXR2ZmJjvv6dOnMvXOKK9Vq1axPUmZmJj89Der8/Tv3x/t2rXDsmXLcPbsWbx+/Zrzuo6ODlq3bo3Ro0ejS5cuAMAbzlVaUkjlypUREBDATovXpYpQdb2sDI0aNUL//v2xZ88edp6vr6+gusfOzg6tW7dWWkyVK1fmJOtp6juxsLBgk/Wys7ORlpYm041f8XpXnmQ58XWEHHfUUe+XKlUK06dPx759+zjtGgB4+/Yt5syZAx8fHzRp0gQDBgzAn3/+KXPCZlHx6tUr7NmzB/v37y9wWNcGDRpg3LhxaoxM+9jZ2WHs2LFsj6hZWVnw8fERnBgDgDM8KJD7e3/79i0qVaqkcJyS6hpl19tOTk6YNGkS5s+fz86TJ1mvefPmGutFqkqVKio7bkoSFhbGae/MmzdPcG+lRVGFChUQEBCAI0eOYMeOHbh9+zYvccrZ2RmDBg3ChAkTYGZmxhvOtaC2T35FbT9SlLGxMVasWMEZpvXo0aPYunWroGO2sts++b158wapqakF9sYnK/HvxMDAAI6OjhKXVeS8V1XtH1mT9fIP91u8eHGlJJ8SQgghBaFkPUII0SbNZ0pO1gOAa4uA6l0BPcVPsAghvwaRnh4Mytjz5mdnZ0Mv38USfTMz6OpSsh75edjZ2ck9TFW1atWUdsFU/CnomJgYQesvWrSIkyhQsWJF7Nu3D7/99luh64o/zSyU+JBg5cqVU2h7kmjL96QONWrUQO/evdkhYJOSkrBq1SrO8IqycnV1xeHDh9np/De6FBEdHc17Yr5JkyZK2XZ+jo6OqF27NgIDA9l59+7d++mT9RStDyZPnsy5odqxY0ds3rwZZcqUKXA9eXrSE5c/VjMzM5UkS1SrVg3VqlWTaVk9Pe6lrCZNmhTZG67GxsaoX78+7t+/z84LCAjAsGHDVFZm/mHnUlJS5P7sWrRowZmeMGGCXHWaOllZWWH27NmYPXs24uPj8f37d3z//h0lSpRAuXLlYGpqyln+5cuXnOn69etL3K6rqysnYSQwMBBZWVm836o8xIfgVkW9rAzdunXjJOvdu3dPg9Hkfif5e21V1rEyKysLQUFBnHkFfSdly5blDD8bExMj9eZ2fuK/xfw3j2Ulvo6QBwTU0Q4sVqwYli5disWLF+PSpUvYvXs3Tp48yUkkYRgGd+7cwZ07dzB+/Hh06tQJAwYMgLu7e5Ea8jO/uLg4HDp0CHv27OHt3/mVLl0a/fv3h6enp9YlqWjK9OnTsWXLFjYB9tChQ5gxYwZq1qwpaDsNGzbkDZUdEBCglCQj8e/Uzs5OJb1DduvWjZOs9+jRI6Udd9ShadOm2LdvHzv99OlTZGdnq+y6VGJiIqcdPXXqVF5vrrLYvXs3pzdOc3NzTrtKG4lEIvTq1Qu9evVCeno6IiIi8OXLF+jr66Ns2bKwtbXlLC9r2+dn2I8U5ebmBmtra/aaTWZmJgICAuDm5qaReFxdXTnT2dnZCAwMxO+//67wtsW/ExcXFxgZGUlcVpHzXk22f758+cIZlUIVbR9CCCFEHL//YkIIIZpTug5QvZvk1xI/AAE71RoOIYQQQuRXtmxZzpAxUVFRgtbPn5BlZGSECxcuyJSoBwDx8fGCyhInfpO2qCbCaJN58+ZxbqDt2LFDcMIWwE8KuHnzJq/3J3kcP36cM62jo4OGDRsqvF1JnJycONPKHKJHFfJ6HpHlT9IQuAB/HxJSH4SEhHB6M6hRowb++++/QhP1AMXrgu/fv3N6OKC6QPmaNm3Kmfbz8+Pc+CSqYWVlhZo1a6JZs2aoVq0a7+Zgeno63r59y07r6emhTp06ErclXi+npaXh/PnzCsf4/PlzTgySytIW2lavi39Ob9++xfPnzxXe7vnz53lDxBb0nchb95ubm3PakPIc5/P3LAgIG0JZne1AHR0dtG/fHgcPHsSnT5+wZcsWNGrUiLdceno6jh07hi5durC9rPn7+ytUtq+vr8zHd0WGwP3x4weOHDmCP/74A/b29pgwYYLERD0jIyP06tUL58+fx4cPH/DPP/9Qol4+1tbWmDRpEjudk5MDb29vwdsxNTVF7dq1OfPE28HyEt+Oqups8To3MzNTKecD6iLe9klNTcXVq1c1FM2vw9DQEJUqVULjxo3RoEEDXqIeAN6xUlqy3s+wHylKR0eHd3zUZPuncuXKsLa25sxTxneSlZWF06dPc+apou0D8Nsq8tRr+dfR1dWVOVmProERQgjRBErWI4QQbdPSC9CR8iTkreVAurAhswghhBCiGYaGhpyhSD58+MAbdkaaDx8+cC4Wtm/fXqaeWIDcJIGwsDBhwebDMAxCQkLYaXt7e1hZWcm9PZLL2dmZc6M3LS0NixcvFrydLl26cHqdyMjIkGsIMHG+vr6c6datW8s8XIyiimrvOELUqlWLM/3mzRuZ133w4AFnetiwYTAwMJBp3eDgYJnLkUR8qFDx90EU17VrV850VFQULlyQ0ts6UZtLly5xhidu3ry51B5EatSowetJZteuXQrHIF4vW1paonnz5gpvVx00Xa+3bNmS1wuoKr6TypUrF9grqLx1v0gk4vRM8/37d4SHh8scJwBeD4AODg4yr6uput/c3BwjRozAvXv38ObNG8yaNYvXQw+QeyN+w4YN+P3331G5cmUsXLhQ8OejagzD4NatWxg2bBhsbW3Rq1cv+Pn5ISsri7dso0aNsHnzZnz69AmHDh1C+/btqed7Kf7++29OMsqpU6fw6NEjwdvp3r07Z/rMmTO8BFehXrx4gSdPnnDmdesm5YFsFdB0vStE1apVUaVKFc68bdu2aSgakic7OxsXL15kp3V0dNCuXTupy/+M+5GiNLkfikQi3me1b98+iccdIc6fP4/Y2FjOvIK+E0XOe8XbKuJtmcK8f/+eM+xuuXLlZB7Kls57CSGEaAIl6xFCiLaxdgLqDZT8WupX4N569cZDCCGEELm5uLiw/2dnZ/OGlZFG/GJo/qS/wty+fZuTYCDU+/fvOUOHSHuangg3e/ZsGBoastM7duwQfHO5XLlyvOSe5cuXc3o/E+r06dO8myITJ06Ue3uFiYiI4Ezb2NiorCxtUapUKU5PeC9evJB5XUXqg2vXrsm8rCSy9q5B5NewYUM0btyYM2/hwoXIyclRSXmjR4/G5cuXBf+J76crVqzgvD569GiVxKsphw4d4kwXNDSxSCTC+PHjOfNOnTpV4BCXhfn48SMvcWH48OEwMTGRe5uqpG31uomJCe8727Ztm+BejvN7+vQpTp06xZk3YcKEAm8C528HAvw6tSDivdsKrc/FlxfSW27+OC0sLODs7CyobGWoVKkSFi1ahPDwcFy+fBn9+vVDsWLFeMuFhITA29sbjo6OaNasGbZt24bExES1xyspHjc3N+zYsUNiPGXKlMHMmTPx5s0b3Lt3D3/99RfMzc01EHHRUrx4cUyfPp0zb/bs2YK3M2LECE4CdmZmJhYuXKhQbHPmzOFM29vbo2fPngptUxrxOldfX19Q75naIH8viQBw8uRJwYk5snJ2dpar7TNgwADOdtq2bct5XfyYUNRdu3YNcXFx7HTbtm0lJkznKer7kaIYhuEMdQ9ovv0zYcIEznRcXBw2bNgg9/ZycnI4Q24DwG+//SaxB9w8ipz3akvbB6DzXkIIIepByXqEEKKN3KYD+vyLkACA++uB5M/qjYcQQgghchEf4kfWG/cMw3CmMzIyZC5z48aNMi8riXiMzZo1U2h75H/Kli2LIUOGsNMZGRmYO3eu4O2I39yKioqSaxgwAEhOTuYlmVStWhXt27eXa3uFiY6O5iUG/ipPreevD75//84b3lIaeeuD9PR07Ny5U/YAJaD6QD2mTp3KmX7w4AH+/fdfhbf76NEjfP7MPXesVKkSWrduLfhPvFc5FxcXzuviPcsVZS9evOAMRV+iRAl4eHgUuI6npyenF9qcnByMHDlS7t5MJkyYwOkZRF9fH2PHjpVrW+pw5swZzrQ21Ovjxo3j9HCTnJyMcePGybWt7OxsjBw5kjNEtbW1NQYNGlTger///jsnBiEJnG5ubpxp8V79CvLmzRvcvXuXnTY0NMTvv/8u07qxsbGcpEbxtqy66ejooHXr1ti3bx8+ffqE7du3w9XVlbccwzC4ffs2RowYARsbG/z55584c+aMQg+wyCqvp7+GDRsW2NOfsbEx+vbti0uXLiEiIgKLFy/+qepOdRk7dizs7OzY6cuXL+PmzZuCtlGiRAkMHMh9UHr9+vVyJ1mfPXsWJ06c4MwbN24c9PSkjJyiIPE6t2bNmjL3HqUtBg4cyElsysrKgqenp8L7bGpqKu/3YGpqKlfbR7xnezs7O87r4vV0UcYwDC9Rbvjw4QWuU9T3I0U9fPiQ087W09MrsLdddahevTratm3LmTd37ly5H1bYuHEjAgICOPPEr0VIIu95b8OGDTk9yN+5cwfv3r2TMVrwzn2F7KP5f7cikUhrh18mhBDyc6FkPUII0UZmtkDDUZJfy0jOHQ6XEEIIIVpPfNiYW7duybSera0tZ/rOnTsyrXfu3DmFn/AXv7lR0NA3RLi///4bpqam7PS+fft4Q64UplGjRrybJ6tXr8bWrVsFbSc9PR1du3bl9M6hq6uLbdu2qeyG34wZMzg9hlWoUAE1a9ZUSVnaRt31gbe3N69XPqHy1welSpVC3bp1FdoekczDw4PXY+bMmTNx8OBBube5b98+tGjRgtNTKilcWloahg8fzknKWrx4MadXVElMTEywbt06zryAgAB4enoK7iVxzpw5OH78OGfeggULCuzdRpNevXrFG2K2S5cuGormf8qVK8dLiD958iRmzZolaDsMw2Do0KHw9/fnzN+wYYPEnt7yMzU15dzsDQgIQFpamkzl9unTh9OT4u3bt3Hy5EmZ1p08eTJn+s8//5S51zbxY5M2tQPNzMwwdOhQ3L59G+/evYO3t7fE4X3T09Nx9OhRdO7cWeXJcAEBAbCzs8PYsWPx8OFDicu4urpi27Zt+PTpE/bv3482bdpAR4duy8jL2NgYXl5enHlC92sgt27Pn/SXnZ2NLl26ICwsTNB2nj59iv79+3Pm1a5dG3///bfgmGTx+fNnrFixgjNPG+pcoQwNDbFlyxbOvMDAQPTu3VvQg2r5hYaGomnTprh+/boyQvylrFmzBg8ePGCnXV1deW1TSYrqfqSonJwczJw5kzOvadOmWtHD5fr16znth6SkJPz5559ISEgQtJ0LFy7w2hPu7u7o1atXoevKe95rYWGBHj16sNMMw2DKlCkyrXvs2DHcv3+fnTY1NUWfPn1kWjc7O5vzkIOLiwtKliwp07qEEEKIIuiskBBCtFWTCYCxlBO8gJ1AQrhawyGEEEKIcA4ODqhevTo7LeuNg3LlysHe3p6dfvToEaeXH0n8/f15F7jlcePGDfb/8uXLc+IniitZsiT++usvdjo7O1vqzd2CrF69mncDetSoUVi0aJFMPTlFRUXhjz/+wJUrVzjzZ82aVehT5Js2bcKRI0d4Pb4VJCsrC9OmTcPevXs582W9+P4zaN++PXR1ddlpWesD8SFSN2/eXGgPA1u2bOHdyBUqLi4Or169Yqfd3d2LXK8tRcnOnTs5SSdZWVno378/5s6di9TUVJm38/79e3Tr1g0DBgygRD3k9uYRExMj07IJCQnw8PDg3awuaAjc/Pr27Yt+/fpx5u3fvx+9e/fG169fC10/LS0NkyZNwoIFCzjz3dzceL0vKltSUhJGjx4tuOeVFy9eoF27dpzECgcHB60Zsm7GjBm8HkGXLFmCcePGybR/JCQkoF+/fti9ezdn/oABA2S6WQ0AHTt2ZP/PyMjg3AwuiIWFBac3XgAYMmQInj17VuB6Pj4+8PPzY6d1dHQEJTvkbwcCQIcOHWReV52cnJwwf/58hIWF4dq1axg4cKDEYaKFJicIlZycLLEnMAcHB3h5eeHdu3e4ffs2hg0bhuLFi6s0ll/J8OHDUaFCBXb63r17grdhbW2N3bt3c9o2Hz9+RIsWLWROLDl79izatm3LGerYyMgI+/fv5/QOJcnIkSMFP7ATGRmJNm3acI4pxYsXx4gRIwRtR1t06dKF18P3f//9h7Zt2wr6bH78+IEVK1agTp06vB68f1VCPr8NGzZwekvT19fHli1bZGr3a3o/UtSiRYtw+fJlQeukpqZi4MCBvOOltpzXVqxYEatXr+bMe/XqFTp16oTg4GCZtuHr64tu3bpx2nclS5bkPZwhjbznvUDuw435E9pPnTpV6PDKgYGBvPa6kOPukydP8P37d3Y6f9uNEEIIUSVK1iOEEG1lZA64SulWPCcTuL5YvfEQQgghRC59+/Zl///48SNvGBFpxIeUGThwIJYsWcK5iAjkJl15eXmhWbNmSEhIgJGREcqXLy9XrO/evcPLly/ZaVmfRCbCjBs3TuYebqQpVqwYTpw4wXniOycnB15eXnBxccH27dsRHx/PW+/ly5fw9vZG9erVeYl6Xbp04Q1/JMmbN2/Qq1cvODk5YebMmbh9+zZnuMb8Pn36hK1bt6Ju3bpYvpzbO/Tvv/+OkSNHyvJ2fwo2NjZo2bIlO33u3DmZhvpydnZGo0aN2OmkpCQ0a9YMR48e5SVmBgUFoVevXhg5ciQYhkHVqlXljvf06dOchMz8dRlRPgsLC5w6dQrW1tbsvJycHMybNw+VKlXC4sWLERgYKHHdL1++YM+ePejWrRsqV67MG0LsV/bhwweUL18effr0wYkTJyQm7kRHR2Pt2rWoUqUKLl26xM4vUaIEfH19BSWpbtq0iTfc6NGjR1G1alUsXrwY79+/560TGxuL9evXo1atWli1ahXnNWdnZxw8eFDlvXBlZ2dj06ZNcHR0RKdOnbBnzx6EhoZKTMrOyMjAvXv3MGrUKNSrVw+RkZHsayKRCOvWrYOxsbFK45WVjo4ODh06BGdnZ8789evXo0aNGlizZo3EZM7w8HD8888/qFatGq+Hy4YNG2Ljxo0yx9C7d2/Ob0jW3vGA3CSC/G26hIQENG7cGCtXruT9ll+8eIHu3btj/vz5nPlTp06VuVdUhmFw+vRpdrpRo0achChtJBKJ0KJFC+zevRufPn3Crl274ObmppHkchMTEwwcOBBXr15FWFgYFixYACcnJ7XH8SvQ19eHj4+Pwttp06YN/vnnH868iIgING/eHAMGDMDVq1c5Pa0CQGZmJvz8/NCtWzd06tQJX758YV/T1dXFrl27ZHrY6dChQ6hevTpatmyJLVu24NWrV7yygNz6OTAwENOmTUPVqlURFBTEeX3x4sW8XpiLkuXLl/OSgm/evImaNWtiyJAhOHv2rMSHFjIzM3Ht2jX8/fffqFChAqZOnYrk5GR1ha31+vfvDxcXF6xatQpv377lHc/T09Nx9uxZtGzZEmPHjuW8vmLFCkHDuWpyP1LUo0eP0LZtW9SoUQMLFiyAv7+/1B5ww8PDsWrVKlSrVg379+/nvNajRw+tSm4fNmwYRo8ezZkXHByMFi1aYPz48ZwHU/KkpqbiyJEjaNGiBQYPHsz5HIoVK4ajR49yhq4uiLznvQBQv3593kMG3t7e6NGjB168eMGZn5CQgBUrVqBJkyacZE8nJ6dCE/zyEx+dgs57CSGEqA1DyE/oxYsXDAD278WLF5oOiUiQmJjInDx5kv1LTEzUdEjaJyONYVZWZRif4hL+zBkm5rmmIySEqFhmZibz8uVLzl9mZqZC28zKymISEhLYv6ysLCVFSzTNwcGB0wa6fv26VmxL2+V/n7t27VL69sPDwxmRSMSWMXPmTJnW+/r1K1OmTBlOfAAYPT09pnr16sxvv/3GVKhQgbNtAMzWrVsZNzc3zjxZLVu2jLNecHCwvG9b6VT9PQk1aNAgTkwnTpwodJ389a+XlxfvuxWyrTwvX75knJycJG5HV1eXKV26NFOvXj2mevXqjKWlpdQyPT09mfT0dJnKnDB8tOsIAAEAAElEQVRhAm99kUjElClThqlZsybTsGFDpmbNmkypUqWkllenTh3m69evMr/Pn8WePXs4n8PFixdlWu/u3buMvr4+73M0NTVl6taty7i4uDA2Njac10xMTJgnT55w5rm5uckca4cOHdj17OzstKa9cP36dc57CgsL02g8u3btUmr99PLlS6Zy5cpS9x1TU1PG0dGRadCgAVO1atUC92tzc3MmNjZWKe9TkXaBeFyKfGdCt/X8+XPeOqVLl2Zq167N1KtXjyldujTvOAqAKVGiBBMQECBXjImJiYy7u7vU78Xa2pqpWbMmU7duXcbGxkZi+QCY+vXrMx8/fpQrhjzixyppn1dCQoLEGMzMzJiKFSsyDRo0YOrXr89UrFhRYl2UdxzYvn27THH5+Phw1h00aJBC77MwHz9+ZOrXry81bhsbG6ZOnTpMrVq1mBIlSkj97tq3by/XtauWLVuy27C3t2dycnJkXvfRo0cS93N9fX2mUqVKTP369Rl7e3up8cp6bGcYhvH39+esv2HDBsHvVVuEhYUxc+fOZerVq6fScm7evMm4ubkxO3fuZJKSklRaliqIH8OEtBOEbEvaNQjxY5YQWVlZTNWqVaUe/4TYsGEDo6enJ3FbxsbGjJOTE9OgQQOmQoUKjKGhocTlTExMmP/++0/mMs3NzaWW5eLiwvz2229MlSpVGGNjY6l1kre3t6D3qUzK+t0wDMOkp6czw4YNk/o+9fT0eMduad8XAGbz5s1KeY+KHKvEj78+Pj5yxyHPtlxcXDjrFC9enL2G4OTkxBgZGUn87ObNmyd3nJrYjyQRP1co6PPq0qULLwZdXV3GwcGBqV27NtOwYcNCz6PbtGnDpKWlFRpXWFgYb11VysnJYWbNmiU1bjMzM6Zy5cpM/fr1mXLlyklt35UsWZK5c+eO4PLlPe9lGIb58eMH07p1a4nxlC5dmqlfvz5TuXJliTFbW1szjx8/FhRrtWrV2PUbNGgg9K0SQohEdA9OuVRxn5RhNJ9TRD3rEUKINtM3AprPlPIiA1ydp9ZwCCGEECKcg4MD5ynrAwcOICcnp9D1rKyscPr0ad7Ty1lZWQgODoa/vz/CwsLYp+B1dHTw77//Yvjw4XLHmn+IUjc3N0FP1BNhRo4ciVKlSim8napVq+Lx48f466+/eD0vZWdnIzo6Gk+ePEFwcLDEHqVKlSqFPXv2YNeuXQoNM8QwDKKiovD8+XM8ePAAz58/R1xcHG85HR0djBs3Drdv34aVlZXc5RVVPXv2RIkSJdhp8WGBpWncuDG2bdsGfX19zvzk5GQ8ffoUjx8/RmxsLDvf0tISZ8+elbk3JXGxsbGcHsZGjBjBGcqIqE7ePj1lyhSJ+2RycjLev3+PR48e4dWrVxL3a319fYwdOxbv3r1TSj3zs4mOjkZQUBCePHmC6OhoXm8zTZo0waNHj+Di4iLX9osXL46zZ89i1apVMDMz473+9etXPH/+HE+fPkVsbCyvfENDQ8ycORN37txB6dKl5YpBWZKSkvD27Vs8evQIAQEBePv2rcSeUSpWrIirV69i6NChGoiycKVLl8adO3cwe/ZsGBoacl5jGAaxsbEIDAzEs2fPOL375DEzM8PKlSvh5+cn11Cmo0aNYv//+PEjrl27JvO69evXx61bt+Do6MiZn5mZiZCQEAQEBODjx4+89Tw9PXH69GlBx/b8xyQzMzP0799f5nW1Tfny5eHj44PHjx+rtJxmzZrhxo0bGDx4MExNTVVaFuHS1dXl9SQpr9GjR+PevXuoU6cO77W0tDSEhobi0aNHCAsLQ3p6Om8ZNzc3PH78GF27dlUojryyHj9+DH9/f7x+/VpiL1+2trY4evSo0t6/phkYGGDbtm04ceKExB7is7KyeMdu8d6lgdzeQO/evYu//vpLDVEXLd+/f2evIYSGhuLHjx+c1y0tLXHo0CGZelmXRlv2I0VlZ2cjIiICQUFBePDggdTzaENDQ8yfPx9+fn4wMjLSQKQFE4lEWLRoEfz8/CTuV0lJSXjz5g0CAgLw4cMHie27bt26ITAwEE2aNBFcvrznvUDuZ+vn5yexHRIdHY2AgAC8efOGF3PFihVx584d1KtXT+aynjx5whldQrxHQkIIIUSVKFmPEEK0Xe0+QInKkl97ewkIv6veeAghhBAi2MSJE9n/IyIicPnyZZnWq1u3Lh4/foz+/ftLTZQRiURo06YNHjx4wBsuRAh/f388f/6cnZ4wYYLc2yKFMzExwYwZM5SyLXNzc2zevBmvXr3CuHHjCh2eRiQSwcXFBWvWrEFYWBgGDBggqLyZM2di+/bt6NGjh8yJJPb29pg8eTKCg4Oxdu3aX/aGtpGREecG4vHjx/Ht2zeZ1h00aBBu3bqFZs2aFbj9IUOGIDg4GM2bN5c7zt27d7M3QQ0MDH6p4Yq1gYmJCZYvX47w8HDMnTtXpsRpPT09NGjQAKtWrUJ0dDTWrVvHuUH2qypTpgwmTZqEypWlnFP/P5FIhCZNmuDw4cO4ffu23MPJ59HR0cHEiRMRERGBxYsXy/QdOjg4YPr06Xj37h0WL17MSypTJXNzc9y8eRPTp0/Hb7/9JlOCl76+Plq1aoV9+/bh+fPnaNGihRoilZ+hoSEWLlyI0NBQzJw5U6bvuEqVKli4cCHCw8MxadIkuYcj7tq1KxwcHNjp7du3C1q/Ro0aePnyJZYvX85L2stPT08PrVq1wu3bt7Fr1y5egndB0tPTOcP6DR48WK7ERELUqXv37oKSMgrSoEEDPHnyBP/99x86dOhQaD1YrFgx9OjRA1euXMGNGzcKPc6Iu3r1KubOnYumTZvKNHS4rq4uGjZsiM2bNyMkJAQ9evQQVF5R4OHhgbdv3+LAgQNwd3eX6ThYpkwZjBkzBgEBAbh37x4aN26shki13/jx49GqVatCP8PSpUvDy8sL7969Q69evRQuV937kaLWrFmDdevW4Y8//oC1tbVM6zg7O8PHxwchISHw9vYWdKzVhHbt2sHf3x8bN25EkyZNCn0Ay9zcHIMGDcKjR49w/PhxuR8cUeS8F8g9B927dy9u3LiBli1bQk9PT+qyTk5OWLlyJV68eIEqVaoIijN/m6xUqVLo06ePoPUJIYQQRYgY8cc3CfkJBAcHo0aNGuz0ixcvUL16dQ1GRCT5/v07rl+/zk63aNGCLgRK8+oMcFjKE81lfgOGXgJEIvXGRAhRi6ysLLx9+5Yzr2LFigVepChMdnY2kpKS2GkzMzPqLYcQNahfvz7bu0fnzp1x6tQpQevHx8fj1q1biIiIQFJSEkxMTFChQgU0btxYKT0nDRkyBLt27QIAVKpUCS9fvqS6QcnUWf++evUKwcHBiIqKQnJyMnR1dWFhYQFHR0e4uLgoNYnn48ePePPmDcLCwpCQkIC0tDSYmJigePHisLOzQ926dTXeO5Q2iY2NhaOjI1JTUwEA//77r+BE2/DwcNy9excxMTFIT0+HhYUFKleujMaNG6NYsWIKxZeTk4PKlSvj3bt3AIChQ4cKTiz5lfj6+mLw4MHs9K5du+Dp6an0cj5//oynT58iPDwcCQkJyMzMRPHixWFpaQlHR0fUq1dPppv9v7JPnz7h/v37iIiIQEJCAlsvVqhQAb///rvKeyGMjo5mv8PExEQwDANTU1OUK1cOtWvXLjAJS16enp7YvXs3Ox0WFiZTklp6ejpevnyJ0NBQxMTEsMcuc3NzWFhYoEqVKqhZs6ZCPbJqg7CwMAQFBeHDhw9ISkqCSCRC8eLFUb58edStWxf29vZKK2v9+vUYN24cgNzEwfDwcNja2sq1rdevX+Pp06eIi4tDamoqrK2tYW9vD1dXV5ibm8u1zT179mDQoEEAchMx37x5gwoVKsi1LULEFcVrEGlpaXj8+DHevn2Lz58/Iz09HUZGRrCxsUHlypVRt25dpdWBWVlZeP36NUJDQxEVFYWkpCRkZ2ejePHiMDc3h7OzM+rUqaNwG0+ZRPmuQ7u5ueHGjRtKLyM9PR1BQUF4+/YtYmNjkZqaCkNDQ1hZWcHGxgYuLi6ws7NTerk/k4yMDAQFBSEkJASfPn1iP0N7e3vUqlULNWrU4HyXyqbO/SjPjRs3OA8Q+Pj4YO7cuTKtGxYWhpCQEERERCAxMRHp6ekwMTGBubk5ypYti3r16smc1KctxOtfhmEQGBiId+/eIT4+HhkZGShWrBhKly6NqlWrombNmkqrn5Vx3pvn27dvuHPnDqKjo/H161eYmJjAxsYGderUkTvJMykpCWXLlkViYiIAYMGCBfDy8pJrW4QQIq4otn+1mSrukwKazynSSLLekCFD1F2kTKZNmyY4655oJ03vWEQ2lKwnAMMAO9oAUY8kv977AFClo3pjIoSoBSXrEfLzOHfuHDp2zD1ei0QivHr1Su1PjksTHR2NChUqICMjA0DuUL30RLHyUf1L8kybNg3Lly8HAJQrVw6hoaEKX2BSlmPHjqFnz54Acns0CAkJ4fQIRbjUlaxHFPcr1sHyJusR5UtPT4ezszOioqIA5PZSu3jxYg1H9T+1atVie1geMWIEtmzZouGIyM/kV6x/f3bqSNYjRB6KJOv9jDRd/2rzee+KFSswdepUAIC1tTXCwsJgZmam4agIIT8LTde/P5ufNVlPI0dEX19flT6tIa/+/ftTsh4hRDuJREDruYCvlIS8q/OBSu0BHTrQE0IIIdqqQ4cOaNKkCe7evQuGYbBs2TLs2LFD02EBAFatWsUm6tWoUUMpQ+AQQqSbNm0atmzZgu/fv+PDhw84ePCg4OGIVWXZsmXs/8OGDaNEPYEGDx7MSd4DgOvXrys0LDEhspg7dy7mzZun6TCIFIaGhpgzZw5GjBgBANi0aRNmzJihFQ+t+vn5sYl6RkZG1KsMIUSQmzdv8u73DRo0CL6+vpoJiPwywsPDqRdYLaet573p6elYvXo1Oz19+nRK1COEEKJ2OposXBtG4GUYRiviIISQQpV3BZzbSH7t82sg6JB64yGEEEKIYKtXr4aOTu5p2J49exASEqLhiICYmBhs2LCBnc4fIyFENUqUKAEfHx92et68ecjMzNRgRLlOnjyJR49ye/O2sLCgxB9CCFGioUOHok6dOgByh3NbsWKFZgNC7rVxb29vdnrKlCkoW7asBiMihBBCyM9CW897N23ahI8fPwIAnJycMH78eA1HRAgh5Fek0TswIpGITZbT1J829vBHCCFStfaR/tr1xUDmD/XFQgghhBDB6tevjyFDhgDI7b599uzZGo4o92JpWloaAKBr165o1aqVhiMi5Ncwbtw4VK1aFQAQGhqKrVu3ajSenJwcTm9K8+bNQ4kSJTQYESGE/Fx0dHSwbt06dvrff/9FbGysBiMCDh8+jKdPnwIAypQpg5kzZ2o0HkIIIYT8XLTtvDcpKQmLFy9mp//9918YGhpqMCJCCCG/Ko0PDL9//340btxYI2UzDANHR0eNlE0IIXKxrQnU7Ak8P8p/7XsU8Gg70His+uMihBBCiMy2bduGbdu2aToM1ubNm7F582ZNh0HIL0dfXx8vX77UdBgsHR0dvHjxQtNhFDnt2rXD5cuXC1ymdu3aaoqG/MoGDhwIV1fXApextbVVUzREGldXV60a5aV3797o3bu3psMghBQxhbV9SpcuraZIyK/M1ta20N8i3QPWPG077zUzM0NcXJymwyCEEEI0n6xnY2MDBwcHjcZAvesRQoqUFrOB4JNAjoTuwm+vAOoNAIzM1R4WIYQQQgghhPxq7OzsYGdnp+kwCIGjoyPdkCaEEKIWrVu31nQIhMDIyIh+i4QQQggpsjQ6DC4hhBA5WFUA6g+W/FpaAnBvneTXCCGEEEIIIYQQQgghhBBCCCGEEEKIxlCyHiGEFEXNpgL6JpJfu78BSIpVbzyEEEIIIYQQQgghhBBCCCGEEEIIIaRAGkvWYxgGDMNoqngObYqFEEJkYloKaDRG8muZqcCtZeqNhxBCCCGEEEIIIYQQQgghhBBCCCGEFEhPE4Xm5ORooliJtCkWQggRpPE4IGAHkPqV/9pjX6DhaMDaSe1hEUIIIYQQQgghhBBCCCGEEEIIIYQQPhoGlxBCiiqj4kDTKZJfy8kCri9WbzyEEEIIIYQQQgghhBBCCCGEEEIIIUQqStYjhJCirMFQwLyc5NdeHANigtQbDyGEEEIIIYQQQgghhBBCCCGEEEIIkYiS9QghpCjTMwRazJL++pV56ouFEEIIIYQQQgghhBBCCCGEEEIIIYRIRcl6hBBS1NX6EyhVTfJroVeBsFvqjYcQQgghhBBCCCGEEEIIIYQQQgghhPBQsh4hhBR1OrpAqznSX78yF2AYtYVDCCGEEEIIIYQQQgghhBBCCCGEEEL49DQdgLKlpqZi7969uHPnDr58+QJLS0u4uLigb9++sLOz03R4hBCiGpXaA2UbApEP+K99fAy8OgNU66z+uAghhBBCCCGEEEIIIYQQQgghhBBCCAAtT9Z79eoVDh48yE4PGTIE5cuXl7r83bt30aNHD8TFxXHmHz58GHPnzsW///6L4cOHqypcQgjRHJEIaDMP2NlO8utX5wOVOwC6Wl3tE0IIIYQQQgghhBBCCCGEEEIIIYT8tLQ6a2PTpk3YsGEDAMDGxgZz5kgf5jE0NBQdOnRAUlISAEAkErGvMQyDlJQUjBw5EiKRCMOGDVNt4IQQognlGgKV3IGQ8/zXvr4FAvcDLoPUHxchhBBCCCGEEEIIIYQQQgghhBBCCIGOpgMoiJ+fHxiGAQD0798fenrScwsnTpyIpKQkiEQiiEQiMAzD/gFg502cOBGRkZFqiZ8QQtSulTcAkeTXbiwFMtPUGg4hhBBCCCGEEEIIIYQQQgghhBBCCMmltcl6cXFxCAsLY3vI69Chg9RlX758CT8/PzYhz9raGtu3b8erV69w+/ZtdOnSBQzDQCQSIS0tDf/884+63gYhhKiXTXWgdm/JryVFA/5b1RsPIYQQQgghhBBCCCGEEEIIIYQQQggBoMXJei9fvgQANsmuQYMGUpfdv38/Z9kTJ05gyJAhqFy5Mpo0aYITJ06gVatWbE97hw8fRk5OjlreByGEqF2LWYCugeTXbv8LpH1TaziEEEIIIYQQQgghhBBCCCGEEEIIIUSLk/XCw8PZ/8uUKQMTExOpy54/fx5A7lC3rq6uaNKkCW8ZHx8f9v/4+Hg2GZAQQn46FuWABsMkv/bjG3B3tTqjIYQQQgghhBBCCCGEEEIIIYQQQggh0OJkvYSEBAC5CXhWVlYFLhcUFMQOl9ujRw+JyzVp0gSmpqbs9PPnz5UYLSGEaJmmkwEDM8mvPdgMfI9RbzyEEEIIIYQQQgghhBBCCCGEEEIIIb84rU3WS01NZf83NjaWutyDBw/Y4W0BoG3bthKXE4lEqFChAjv9+fNnJUVKCCFayKQE0Hic5Ney0oCb/6g3HkIIIYQQQgghhBBCCCGEEEIIIYSQX5zWJusZGhqy/6ekpEhd7tatW+z/JUqUQOXKlaUum38o3eTkZAUjJIQQLddoDGBSUvJrT/YAX96pNx5CCCGEEEIIIYQQQgghhBBCCCGEkF+Y1ibrWVhYAAAYhkF4eLjU5a5cuQIgt+c8V1fXAreZP+nPwMBA4RgJIUSrGZoCzaZJfo3JBq4tUG88hBBCCCGEEEIIIYQQQgghhBBCCCG/MK1N1svfQ15SUhKePn3KWyYsLAyPHz+GSCQCADRv3rzAbX758oX939zcXDmBEkKINnPxBCwcJL/28iTw8Yk6oyGEEEIIIYQQQgghhBBCCCGEEEII+WVpbbJe3bp1YWBgwCbiLV26lLfMihUrAOT2vgcAbdq0kbq9+Ph4xMTEsNtzcJCSvEIIIT8TPQOgpZf016/OU18shBBCCCGEEEIIIYQQQgghhBBCCCG/MK1N1jM1NUWHDh3AMAwYhsGxY8cwZMgQPHr0CIGBgZgyZQo2bdoEkUgEkUiEOnXqoEqVKlK39+jRIwD/S+zL33MfIYT81Gr0AGxqSn7t/Q3g3VW1hkMIIYQQQgghhBBCCCGEEEIIIYQQ8ivS2mQ9APDy8oKOjg5EIhEYhsHu3bvRsGFDuLi4YNWqVQD+l3w3bdq0Ard16tQp9n8bGxvqWY8Q8uvQ0QFa+0h/3W8SkJGivngIIYSQX9zw4cPZh4569uyp6XAwcuRINp5u3bppOhxCfhmZmZmoVq0au/9t2LBBo/Hk5OSgevXqbDxr167VaDxEOZo3b85+p5L+ypcvr+kQyS+ifPnyBf4WmzdvrukQCbSvndq+fXs2nkmTJmk6HEJIEeDr61vg8UYkEuHGjRtS1w8PDy90/blz56rt/ZBf140bNwr9Lfr6+mo6zF+KovWLpu3fv5+Ns2zZsvjx44dG41m6dCkbT4MGDdicD0II+VXoaTqAgtSrVw8LFy7ErFmz2OFr8yrqvMqbYRh06tQJvXr1krqd7Oxs/Pfff+w2XF1dVR+8jD5+/Ah/f388fPgQ/v7+CAgIQFJSEvu6g4MDwsPD1RZP8+bNcfPmTbnX37VrFzw9PZUXECFEOZxbAw6uQMQd/msJ4cCVeUCHZWoPixBCyK8pICAAZ8+eZaf19fUxceJEmJiYaDAq9QgICMDOnTsBAHp6eli0aJGGIwLmzJmDPXv2IC0tDSdOnMC1a9fQsmVLTYdFFPTmzRsEBwcjMjISycnJ0NXVhaWlJSpUqAAXFxdYW1srrSyGYfD+/XuEhoYiMjIS3759Q1paGkxMTGBhYYEqVaqgTp06MDY2VlqZkmRnZ2Pt2rVITExk5zVu3Bht27ZVabnyWrduHV69egUAcHJywogRIzQaj46ODhYuXMgm7c6dOxf9+vVT6m/lV8AwDMLDw/H8+XNERUXh27dvMDQ0hKWlJSpWrIgGDRrAyMhI02EqFcMwePPmDV69eoWoqCgkJydDJBLB0tISVlZWqFGjBqpUqcJelyMF+/r1K+7cuYOYmBjEx8fD0NAQDg4O+P3331G2bFmVlJmTk4MXL17g1atXiI6ORkpKCgwMDGBlZQUnJyfUr18fZmZmKilbXh8+fMC7d+/w4cMHxMfHIzU1FcbGxjA3N4ezszNcXFy0LmYhsrKyEBgYiDdv3uDTp09IS0uDoaEhSpYsiYoVK8LFxUXpdYk2tlMXL16MS5cugWEYrF+/Hn/99ReNmEMIgE+fPuHp06cICwtDYmIiGIaBmZkZypUrh9q1ays9GT8mJgYhISH48OEDvnz5gtTUVBgYGMDc3Bzly5dH/fr1YWVlpbTyPD09sXv3bri5uWl14osi0tLS8PTpU4SGhuLz589ITU1lz5/s7OxQv359lChRQtNhFhkvXrxAUFAQPn/+jJSUFPY8tHHjxio7D01OTkZAQABCQ0Px9etXZGRkoFixYrC3t0eVKlVQs2ZN6OhoT585GRkZePbsGSIjI/Hx40ckJSUhMzMTxYsXh7W1NWrVqoWqVatCV1dX06HKLSEhAQEBAXj//j2+ffuGrKwsmJqaokyZMqhevXqBI/RpQk5ODt69e4fnz58jJiYG379/h7GxMaysrFC1alXUrVsX+vr6SikrOTmZ0/HRvHnzNH5eOn78eKxduxYxMTEICAjArl27MGTIEI3GRAghasUUAdu3b2esra0ZkUjE+dPT02NGjBjB/Pjxo8D19+3bx66jo6PD+Pr6qilyye7cucN07dqVKV26NAOgwD8HBwe1xubm5lZoTAX97dq1S63xSvPixQtOXC9evNB0SESCxMRE5uTJk+xfYmKipkP6uX3wZxif4tL/wm5rOkJCiASZmZnMy5cvOX+ZmZkKbTMrK4tJSEhg/7KyspQULdE0BwcHThvo+vXrWrGt/J48ecJYWFjw2pGtWrVi0tLSlFKGNmvSpAn7nocMGaLpcFiTJ09m46pZsyaTnZ2t6ZC03qBBg3i/Y11dXebNmzdS15FW/4pv68SJE3LFFBISwkyYMIGxs7Mr8LxNJBIxDRo0YNatW8ekpKTIVdb9+/eZadOmMY0bN2ZMTEwKPVfU09NjunTpwly6dEmu8gqTk5Mj8TsxMDBg/Pz8VFKmIj5//syYm5uzce7Zs0fTIbHq16/PxjVmzBhNh1MkxMfHMzt37mT+/PNPpkSJEgXuC/r6+oyHhwdz48YNtcRW2HUeRa473blzhxk8eDBjbW1daB1gbm7OeHh4MMePH2fS09OV9v569+4t83uSVAfv2rWLs66bm5vcsSi6rXPnzjGNGzdmdHR0pH6ODRs2ZM6cOSN3jOIeP37MDB06lLG0tCzw+9PV1WWaN2/O+Pr6yn0uIt62FP8r7PN68eIFM2fOHKZFixac+rOgY12rVq2Yo0ePKj1WAIyOjg5jaWnJODo6Mh07dmTmzp3LBAcHy/XZ5Hf9+nWmd+/ehR5bDQ0NmY4dOzL//fcfk5OTo3C5DKO97dTu3buzcXXs2FHT4RA5yHsNQvwYpsi9B6HbEq/T8/527NghuGzxbU2YMEGu95CQkMAsWbKEqVGjRqF1VIUKFZiZM2cyHz9+lKus8PBwZtGiRUz79u0Lbdvk/f3222/M9u3bFb5mxTD/Oz+S57gs7bvL/1fQ9Y2wsLBC1/fx8ZHrfaWlpTHbtm1jWrZsyejr6xdajqOjIzNp0iQmKChIrvIkiYmJkXjcF/KeNLlv5peUlMQsXLiwwHutxsbGzODBg5mIiAi5Y8wvMzOT2bNnD9OiRQtGT0+vwO/P0tKSGTJkCBMQECBXWdevXy/0N1LY53X48GHG09OTqVq1aqHxArlt9pEjRzKvXr1Seqx57RcbGxumZs2azKBBg5itW7cqfF8wNTWVWb9+PfPbb78xIpGowPJtbW2ZcePGFXjdpiCK1i8Mk7sPrl+/nuncuTNTvHjxArdlbGzMDBgwgHny5Ilc8eY3a9YsdrsVK1bUmvsB69atY+OysbFhkpOTNR0SIUpB9+CUSxX3SRlG8zlFRSJZj2EYJj09nTl37hyzevVqZsmSJczu3buZyMhImdb19vZmPDw82L8vX76oONqCrVq1SqZGC0DJevLS9I5FZEPJehpwcoz0ZL3VtRgmnRrChGgbStYjQmh7st6LFy8KvNDfsWNHJiMjQ+FytJWfnx/7XkUiEfP69WtNh8SKiopiDAwM2PgOHjyo6ZC0nqTEMABM7969pa6jqmS979+/M6NHj2Z0dXUFn8PZ2NgwBw4cEPz++/XrJ/d5Y48ePZiEhATBZRZk1KhRUsszMjJirl69qtTyFDV16lQ2vnLlyinlApOyHDlyhI3NwMBAaTe2flajR4/m1J9C/gYOHKjy82Dx6zyXL1/m/N25c0fwNl+8eME0b95c7jrAxsaG2bx5s8Jt0NOnTwu6lqatyXpJSUlM165dBX2GAwYMUOghh0+fPjG9evWS6/tzcnKSK/H6zp07vN+fkM9r9uzZcv/mWrRowXz48EHmWGVJ1pP216pVKyYkJETw5/P27VumdevWcpVZr149uRMB8mhzO9Xf35/zfu/fv6/pkIhAP1OynoODg+Ckc0WT9bKzs5l169bJlKgs/mdoaMh4e3sX2uGFuG3btsldD9apU4d5/vy5oPLEKTNZb+rUqbzjT3x8vNT1xZP12rZty1s/NDRUrrhsbGzk/lzd3NwUrusZhmG6desmcftFLVnP399fpg5R8v5MTEyYw4cPyx0nwzDM5cuXGWdnZ7m+v549ezIxMTGCyouPj+f99vKfR8ryednb28sVr76+PuPj4yPzAwGyJutJ+25mzJgh1wM9Bw8eZGxtbQWXqaury4waNUrwuVh0dDTvOxkwYABn2wVdP+3cuXOBD+ZI+9PR0WGmTJki90NPcXFxnAdBtmzZItd2VCE1NZVzrXjJkiWaDokQpaB7cMr1sybrafUwuPkZGBjA3d0d7u7ugtedP3++CiJSDVNTUyQnJ2s6DNbly5cFLV+9enUVRUIIUYp2i4DQa8D3j/zXEsKBK3OBDsvVHRUhhJBfwNu3b9G6dWt8+fKFnWdgYICMjAx22s/PD3379sWhQ4eK9LAb0syZM4f9v3Pnzlo1hJe9vT369u0LX19fALnDYfz5559aNWRLUXH48GHMnDkTtWrVUkt5b968QefOnRESEsJ7TUdHB6VKlULp0qWRlpaGmJgYfPv2jbNMbGws+vbti2vXrmHjxo0KDbGiq6uLsmXLwsLCAgYGBkhMTMT79++RmZnJWe7YsWN4//49rl69CgsLC7nLyzN58mRs2rSJMy9//fLjxw907twZFy9eRJMmTRQuT1GxsbHYsGEDO/33339DT097Ls90794dTk5OCA0NRUZGBhYuXIitW7dqOiyt9fDhQ86xLI+uri7s7OxgY2ODzMxMREREcIZoBoA9e/bg9evXuHr1KkxNTdUSb+vWrRVaf/v27Rg7dizS09N5r4lEIlhZWaFkyZIwMzNDbGwsYmNjecvGxsZi5MiRuHLlCo4ePSpXHImJiRg1apRc62qTlJQUuLm54cmTJ7zXHBwcUKpUKXz79g2hoaHIyclhX9u7dy/i4+Nx6tQpwW2mBw8eoGvXrvj06RPvNT09PdjY2MDOzg7fv39HdHQ07zplaGgo2rVrB29vb8ybN0/mclVR/4pEItjb28Pa2hpGRkZISkrC+/fv8ePHD85y169fZ4dSLFeunNLjyO/q1auoU6cOjh07JvN17NOnT6N///5ISkrivWZgYABbW1vY2NggPj4e0dHRSEtL4yzz5MkTNGrUCOvXr5d7SHVtbqc2aNAAzZs3Z4fCnDNnDi5duqTZoMgvKyIiAlu3bsXYsWPVUl5SUhL69u2Ls2fPSnzd0tISpUuXhr6+PqKjo/H582cwDMO+np6ejgULFuDSpUs4efIkbG1tFYrHzs4OJUqUgImJCZKTkxEeHs47TgQGBsLNzY2tD6X5/PkzSpYsKXcssq5frVo1hdo/dnZ2Cq2flJSEgQMH4uTJkxJfNzAwQMmSJVGqVClkZ2cjJiYGX79+5Rz3AeDmzZto0KABTp06hU6dOskVy7Fjx/Dff//Jta42uX79Ojp06MA73hsaGsLJyQnGxsaIiopCbGws+1pKSgr69OmD7Oxs9OnTR3CZPj4+WLBgAWf/ymNiYoLSpUvD3Nwcnz59wqdPn5CVlcVZ5ujRo7h16xZOnDiBRo0ayVSmpaUl77cXFRUlOHZxRkZGKFeuHMzNzZGTk4MvX77gw4cPnPeWmZmJefPmITIyEjt27FC4zIKkpKRg6dKluHjxIq5evQpLS8tC18nMzMTo0aOxfft2ia+bm5vDzs4OJiYmiI6ORlxcHLKzs9nXs7OzsWnTJly5cgVnzpyRud1jZ2cHOzs7zrw7d+7ItC4A3L17l7dvA4C+vj5Kly6NkiVL4sePH3j//j1SU1PZ13NycrBixQqEhITg+PHjgq8fLF26FCkpKQAAGxsbDBo0SND6qmRsbIyxY8di7ty5AIDly5djzJgxMDMz02xghBCiBnTnRYPMzMzQvHlzTJ06FUePHkV4eDjOnDmj6bA4WrduLehPvJFCCNEyRuZA57XSX/ffCoTdUl88hBBCfgnh4eFo2bIl56awra0tHj58iMWLF3OWPXbsGDw9PSVevCrKrly5gsePH7PT2phgMHLkSPb/169f4/Tp0xqMpuhiGAbe3t5qKev169do1qwZL1GvVq1a2Lp1K+Li4hATE4PHjx/j5cuXSEhIwIsXL+Dl5cW78Ll9+3b07t2bcwG7MKampujRowfWr1+PwMBApKSkICwsDE+fPsXDhw/x+vVrJCUl4fTp02jYsCFn3SdPnmDChAnyv/n/5+XlhX///Zczb/To0Xj16hUqVarEzktJSUGHDh0QEBCgcJmKWrduHXvh3djYGJ6enpoNSIyOjg6GDx/OTu/evZtzo4tIZ2FhgdGjR8PPzw8JCQmIjIxEQEAAgoKC8PXrV1y/fh1NmzblrOPv7691vwFpli5diuHDh/OS71q2bIldu3YhJiYGX758watXr+Dv74+IiAj8+PEDjx8/ho+PD+8m2OfPn+WOZerUqfj4MfchNBMTE7m3o2nDhg3jJeoNHjwYoaGhCA8Ph7+/P0JCQvDp0yd4e3vDwMCAXc7Pz0/wA8p37txB69ateYl6rq6u2L9/PxISEhAVFYVHjx7hzZs3SEpKwsOHDzFhwgRO2QzDYP78+Zg4caLwN60AQ0NDdOjQAStWrMDDhw+RnJyMyMhIBAYG4sGDBwgODkZSUhJ7Ez+/sLAwDBw4UK5yV6xYgcuXL3P+Lly4gP3792Py5Mmwt7fnLJ+amoqePXvi2bNnhW776NGj6NatGy9R748//sDJkyfx/ft3REREwN/fH+/evUNycjKuXbsGT09PzkMVmZmZ+Ouvv7B69WrB76+otVMvX76MwMBAzQVDfnmLFi3iJFGoSkpKCtq3b89L1CtZsiQWLVqEd+/eIT4+Hi9evMDTp08RGxuL6OhorF27Fs7Ozpx1Hj58iObNmwtq0+nq6qJFixZYuHAhbt26hcTERERHR+PZs2e4f/8+nj9/jsTERPj7+6N///6cdePj49GrVy+Jyf1Abp3VqFEj9OzZU2LyeEHyEvYrV66Mr1+/ClpX3RITE9GmTRteop6RkRHGjh2Ly5cvIykpCVFRUXjy5AmCgoIQFxeHpKQknDx5EkOHDuW0cxiGkfs9JyQkcJJMi2r7KSoqCr169eIk6llZWWHz5s348uULgoODERAQgE+fPuHRo0do1aoVu1xOTg6GDh2Kly9fCipzwoQJmD9/PieZTV9fH2PGjMG9e/eQlJSEkJAQPHr0CJGRkfj27RsOHTqE5s2bc7YTGxuLNm3aCEruUgY7OzsMGjQImzdvxps3b5CSkoI3b97A398fAQEBCA8Px9evX7F161aUKVOGs+7OnTuxa9cuwWXa2Njw2k6XL1/G6dOnsWnTJvz555+8BwWfPn0KDw+PQq8HZmdno3fv3rxEPRMTE8yYMQNBQUH49u0bXr16hYCAADaReceOHahbty5nnbdv38LNzQ2vX78W/B4VZWNjg6lTp+Lq1av4/v07wsPD8ejRIzx//hzfvn3D6dOnUbNmTc46p0+fxowZMwSV8+3bN87Dd4MHD4ahoaFS3oOyDB8+nH0AKT4+XuUJooQQojXU2o+fmAoVKjATJkxgLl++rFVDvqjau3fvmODgYCY7O5v3mnhXwZoeBreo0nSXlUQ2NAyuBp0aK3043FU1GOZHkqYjJIT8PxoGlwihjcPgRkVFMY6OjpxtOTk5cYaN2b59O2/4zuHDh8sdu1D5y1Vk+JaC/PHHH5w2vqRzAW1Qs2ZNNs7mzZtrOhwOdXxPQkgbBjfv78GDB7x1lDkMbmpqKlOlShXOeiKRiJk/f75Mx4nIyEimVatWvLjnzp0r0/t//fq1oOG0srOzmaFDh/LKCw4Olnkb4hYvXszbXv7hmz5//szUr1+f87qVlRXz7NkzuctUVFpaGmeIlwEDBmgsloJ8+vSJ0dPTE/y7UAfx6yZhYWEajcfFxYUpX748s337diY1NbXQ5bOyspgRI0bwfrvXrl1TSXzKus5z6tQpXsxlypRh/Pz8ZN5GVlYWs337dnY4LnmHnL1+/TojEonYIaGWLVsm07U0bRsG99q1a7zPdOXKlQWuc/78eUZfX59d3sjIiImMjJQpvk+fPjGlSpXilGdoaMhs2bJFpiHOgoODmbp16/Ji9vX1lal8SYR8XqGhocz3798FbX/evHm8eM+dO1foekLbwenp6cyECRN4ZbVu3brA9YKDgxljY2Peceq///6T6f3dvXuXqVChAmd9HR0dwfVJUWinpqenM9bW1mycnp6emg6JCPAzDYOb97d06VKZy5Z3GNyBAwfyyu3Rowfz+fPnQtdNTU1lJk6cyFu/ZcuWMtX5kZGRzJcvX2SKM4+vry+vvI0bN0pcdtOmTewyFhYWzLZt2zhxSRsG98SJE5yhT6dMmcLbtvjnLfR3Iz4M7qBBgwStn5+kIWe7dOkiaGj2mJgYZuTIkWzbXN79IP85Z926dZn+/ftLPY8qjCb3TfH9olSpUsyrV6+kLp+dnc073+7YsaPM8e3cuZP3HdasWZMJCgqSeX3xY32pUqWY2NhYmWPIT+jv+8mTJ0x8fLzM9W98fDxTr149Thl2dnaFtg3kubf99u1bzjWovL99+/YVuN6cOXN467i5uTHh4eGFlpmVlcUsWbKENxRt1apVZTqXk8THx0fmdqO1tTVTo0YN5ujRozJdt0lLS+O004DcIYrfvHkjc3wrVqxg1xWJRMy7d+9kXled8r9PJycnrWyPEiIE3YNTrp91GFyN9qwXHh6OdevWoV27dihRogR69eqFffv2ISEhQZNhqZyTkxOqVatGQ0oRQjSn7SKgeBnJr337AFzxUW88hBBCfkqxsbFo1aoV3r9/z86rU6cO7t69C0dHR3be0KFDcezYMRgZGbHztm3bpvbeWlQlIiIC586dY6f79euntecCAwYMYP+/ceMGXr16pcFoipbGjRtzpmfPnq3S8iZNmsR7+nvjxo3w9vaWaUiUMmXKwM/PjzeszsKFC/HgwYNC169cubKgp7F1dHSwYcMGlC9fnjP/+PHjMm8jvzVr1mDWrFmc7W/cuJEdOgUASpQogevXr3PeY3x8PFq3bo03b97IVa6ijh49yhkOPP8+p01sbGzQtm1bdnrr1q0/XY+nyjJv3jy8efMGQ4cOhbGxcaHL6+rqYuPGjahfvz5nvrQhnLTBhw8fMHjwYM68ihUr4u7du7zeywqiq6vL9mbyxx9/yBVLWloahg0bxvZsMm7cODRo0ECubWna0qVLOdNdunTBpEmTClynffv2mDlzJjv948cPmYeiHTx4MOLi4thpfX19HDt2DCNGjIBIJCp0/WrVquHq1au8Yd7HjRvHaeupiqOjo+DhsObMmcMbau7YsWPKDAtA7hCGq1evRr9+/Tjzr1y5ghcvXkhcJyMjA3379uUMaVu8eHFcuHABXbt2lancxo0b4/r165xecHJycjBw4ECZr68XlXaqgYEBevXqxU4fPHgQ375901xA5JcjXpcsW7YM379/V1l5R44cwZ49ezjz+vXrh8OHD6NEiRKFrm9sbIxVq1bBy8uLM//atWtYsWJFoeuXKVMG1tbWgmIeNGgQevfuzZknrc4dNGgQ5s+fDxMTE3z79g3Dhw9Hy5Yt8fbtW4nLx8TEoHv37ujatSuio6Ohr6+P8ePHc84HtM369et5Q86OHDkS//33H8qWLSvzdmxtbbFp0ybcvHlT7mGML126hN27dwPIbY9t27aN7cWqKImMjMSBAwc487Zs2YIqVapIXUdHRwebN2/m9Lru5+eHu3fvFlpeaGgoxo8fz5lXo0YNXL9+ndcekmbw4ME4fvw4p4fiuLg4DBkyRKb1FVWrVi2Z2nl5LC0tsW/fPs46MTExMn1eQjk7O+PixYu84axXrVoldZ179+5h0aJFnHktWrTAhQsX4ODgUGiZurq6mDFjBrZs2cKZ/+rVK0yZMkVA9PLZsWMHgoKC0KNHD5mu2xgZGeHQoUOctl5mZia7P8ti06ZN7P+NGjWCk5OTsKDVJH8P2KGhobh06ZIGoyGEEPXQijNvhmHw/ft3HDt2DIMGDYKNjQ3c3NzY8dcJIYQomVHxgofDfbQdeH9TffEQQgj56cTHx6NNmzachJjmzZvj5s2bsLGx4S3v4eGBixcvwtzcnJ0nnoxTVB04cICT5NKtWzcNRlMw8ZvD+/fv11AkRc/YsWNhZ2fHTl+9ehXXr19XSVkPHz7E5s2bOfMmTJjAGSJOFoaGhjhx4gTnonZWVhYnEUaZDA0N0aNHD848eRJCt27dyknmNTAwwKFDhyQO22dqago/Pz/ODf64uDi0atUKYWFhgstW1L59+9j/LS0t0aJFC7XHIKv89UF0dDSuXbumwWi0V8eOHTk332Shq6uLadOmceZdvHhRmWEp1cSJExEfH89Om5iY4MKFCyhXrpxc2ytevDhOnTolV1K+t7c3QkNDAQDlypXDwoUL5YpB0/KGMs1P1iTvv//+G8WKFWOn9+/fX+hwjIcPH8b58+c585YtWyY4adLS0hLnzp1D8eLF2XlJSUmcYfW0jXgCnSofRFi6dCkv0U3ajcZVq1YhKCiIM2/37t2Ck08dHBxw5swZTtJFVFSUzL+notpOTU9PV0nipbqEhoZizpw5WLlypUrLmT9/PhYuXIgPHz6otJxfwW+//YYuXbqw0/Hx8Sr7/lJTUzF69GjOPBcXF/j6+gpOpl2wYAG6d+/Omefl5YWoqCiF45REfDhcaXWusbExvL29ERISgkGDBkEkEuHGjRuoVasWFi9ejMzMTAC59w63bt2KqlWrsolvHTt2xPPnz7FmzRpYWlqq5H0oKjY2FlOnTuXMc3d3x6ZNm+ROiG7cuDECAgJQrVo1QeulpKRgxIgR7PT48ePh4uIiVwya5ufnh6ysLHa6evXq8PDwKHQ9IyMjXiJW/mFBpRk7diySk5PZaVNTU5w7d05wIqu7uzuvvvDz88ORI0cEbUddqlatyvuNqKr9ZGdnxzsnePLkicThnhmGwfDhw5Gdnc3OK1u2LE6dOsV5+FcWw4YNw+TJkznzNm7cCH9/f0HbEapLly6C6wATExNe0qis5473799nz50A7W7nubu7cx4IzX/thBBCflYaTdb766+/YG9vz07n3QzIysrCnTt3MH36dFStWhWVK1fG1KlTcevWLXqSmxBClMW5FVBvkPTXT48F0pOlv04IIYRIkZiYiLZt2+L58+fsvK5du+LChQucm7vimjVrxntafMmSJUX2Rnye/E9+29vbK3RhPC4uDteuXcO2bduwfPlyLFmyBFu2bMGpU6fw6dMnhWN1dnbmXPwXf2qdSGdsbMy7Ma6q3vX+/fdfzrS9vT0WLFgg17ZMTU2xZs0azrzg4GCVJQ6JP8Wdv5c5Wezdu5eTlGhmZoZz586hZ8+eUtcxMDDAgQMHMGbMGHbex48f0bJlS5XdqJQkLi4OV69eZac7dOgg09P00oSFheHs2bPYuHEjlixZguXLl2PHjh24cuUK56aSvDp37szpUYHqA+Vq2rQpZ/rr16+FJlxpQkhICE6dOsWZt2TJEk4PufLQ0dGR6eZqfo8ePcLq1avZ6Q0bNsDU1FShODTl7t27nJvNdnZ2MidpWVhYcH4/aWlpvEQ8ceLHjXr16mHcuHECIv4fe3t7zJ8/nzPvwoULWtsbr6LHHSHKlCmD2rVrc+blbw/nyczMxLp16zjzOnfuLHifyFOnTh3e97l7925Okq00ymynArk9Bt68eRO+vr5YtmwZVq5cib179+LBgwcKX9dv3rw558GeonZcSkpKwo4dO9C0aVM4OztjwYIFiIyMVGmZ79+/h7e3N8qXL4/WrVtj7969WnmsKSoWLFjAaRutWrVKYkKJonbv3s3Zbl7PYPK2G9esWcM5XmZkZGD9+vUKxymJ0Dq3dOnS8PX1xaNHj+Dq6oofP35g9uzZOHjwIADg9u3b+Ouvv5CYmIjq1avj0qVLOHv2LCpXrqyS+JVl3bp1+PHjBztdvHhxmZLDCmNvb4/ffvtN0DozZ85EREQEgNwEb3nPG7XBzZvczgU6deok87riy545c4bTFhP38uVLXLhwgTNv/vz5gnpFzG/06NG8Y6x4+0ybqLP9JP7wCMMwEnsmvnDhAl6+fMmZt2bNGsE9L+eZO3cup8c6QHu/E/FzR1mT8MXbSvmTzuUVGBiIAwcOYPXq1Vi6dCl27tyJy5cvc3qLloepqSlatWrFTp88eZLaLISQn55Gk/U2bdqEDx8+4MmTJ5g7dy6noZKXuMcwDN6+fYt///0XLVq0QKlSpTBgwAAcOXJEpd2ME0LIL6HtQsBcygnmtw/A5TnqjYcQQkiRl5ycjA4dOuDx48fsvOHDh+Po0aMyDZlZu3Zt3L17l3Nh0Nvbu8BhMLRZREQE5yKj0F60GIbB7du3MW7cOFSpUgU2NjZo1aoVRowYgWnTpmHWrFkYOXIkPDw8YGdnh1q1amH37t0FXnQuTP4Yw8LCeBdDiXTDhw/nDPN6//59nD17VqllREZG8oZTmjZtmtwXqIHcC7b16tXjzMufEKNM+W9aAblJJ7I6evQoBg8ezF4vKFmyJK5fv865oCuNjo4O1q9fzxkmNzw8HK1atUJsbKzMMSji/PnznF4AhNYHP378wPHjx9GvXz/Y2dnB0dERnTp1wpgxYzBr1ixMmzYNw4YNQ5s2bWBhYYF27drhxo0bcsdbqlQpTvLuuXPnVNLj4q9KUk8wiYmJGoikYKtWreIk2NjY2AjuxVMZMjMzMXToUHYf6tmzp9xD6WoD8Rtssg6llkc8Iez06dNSl71//z6vlxAfHx+Fhr8bM2YMSpUqxU4zDMNL/NYWihx35CGeyCrp5vaxY8fw8eNHzjxFkye8vLw4vXympqYWmhiiaDs1v7CwMAwYMAAlSpRA8+bNMXjwYEyfPh1TpkzBwIED0ahRI9jY2GD8+PFy3/DX09ODq6srO3379m2tvz+Qk5ODK1euoH///rC1tcWwYcNw584dtcfBMAyuXr2KgQMHwtbWFkOHDsWtW7fouC5QzZo1OcO8JiUlYcmSJUotQ1J92qVLF9SvX1/ubdrb23N6VgOAbdu2qSQJQt4618XFBbdv38bhw4dRvnx5zv3BEiVKYMOGDQgKCkKbNm2UHbLSpaamcoadBHJ78RJPClKHe/fuYcOGDez0xo0bYWJiovY4lEW8/STeHiqIra0tp+2SkJCA27dvS11efD8sVaqUQj0J6+jowMfHhzPv4cOHePDggdzbVCV1tp8kPQQkqa0gfo2ibt26vNEhhDA1NeX1dn78+HGVJ9LLQ/zcUdbzRj8/P/b/smXLwtnZWa7yk5KS4OXlBXt7e9StWxf9+vXD33//jZkzZ2Lo0KFo27YtrKys0LVrV4mJlrLK3xZNSUlR6HoGIYQUBVoxDG6dOnUwZ84cPHr0CFFRUdiyZQs6duzIuZnHMAwYhkF8fDwOHDiAPn36oGTJkmjTpg3Wrl2L8PBwzb2Bn1xiYiKePXuGW7du4cmTJ4iIiODcYCCEFGGFDYcbsIOGwyWEECKztLQ0dO7cGffu3WPnzZ49G1u3bhV0Q9jR0RF3795F3bp12XmTJk3Cli1blBqvOoj3Tubm5iZo/alTp6JZs2ZYv349Z0hhaZ4/fw5PT0+0aNECcXFxgsqSFqP40+REOgMDA94FeG9vb6XeCD116hQnGdPAwIA3xJ88PD09OdOXL19WyQ3whw8fcqZl7cHn7Nmz6NevH3suWr58edy9e1dwD0A+Pj6c4adCQkLQunVrlfSKIk7R+sDV1RU9evTAgQMHCu1JMzs7G5cuXUKLFi0wduxYuRN488cYGxuLp0+fyrUdwieeqANA8JBa6nDixAnOtKenJ/T19dUex5IlS9geyiwsLLB2bQHnsUWAeJ1jZWUlaH3x30pB++bx48c50zY2NujQoYOg8sTp6enxhjoUTyTXFvIed+Qlvn9Iqn/Fv5N69eoJTtgUZ21tzUtgFS9HnKLHpTyrV69GlSpVsG/fPiQlJUld7suXL1i3bh2cnJzk/r3kjzErKwtXrlyRazuqFhISgtmzZ6N8+fJo06aN1OGqFelhVxaStp+UlISdO3fCzc0Nzs7OmDdvHt1bEWD+/Pmcz3Xjxo2Ijo5W2vaDg4N5532DBw9WeLvibf34+Hhcv35d4e2KU7TO1dHR4fRemH9+UXHz5k1ez6bDhg1Texzp6ekYNmwY+9BFr169FD7+a5o620/ix6n+/fsr3AZ2d3eHjY0NZ15hx2pNYBgGjx494sxTZftJ0ucq3n76/v0775ivjLqxb9++nIcdsrKyCnwIRlPEzx1lOW8MCQlBWFgYO92sWTO5yr558yacnZ2xaNGiAo93P378wMmTJ1GnTh25R5mg65GEkF+Nas8G5WBnZ4fhw4dj+PDhSEtLw5UrV3DmzBmcPXuWvRjNMAxEIhEyMzNx7do1XLt2DX///TeqVauGTp06oXPnzmjYsKGG38nPoW7dunj27BlvmAJTU1M0adIE3bt3x8CBA2XqJUVecXFx+Pz5s6B13r17x5lOTk7W+ictf0UpKSkFThM1KVkfRjX7weD5fokv55wcjeSBlwGDojm8ECFFXXZ2NpuYkHdxMjs7W+LFSyHbLGia/Dzy/35Uva2MjAx069aNveAvEomwatUqjB07Vq4YSpQogatXr6Jbt27sk5SjRo2CoaEhBgwYINd7kEVOTo5S94lbt25xpuvWrSto+5KGkbC0tIStrS3MzMyQkZGB2NhYxMTEcJa5c+cOWrZsiQcPHsDY2FhQzHXq1OFM37x5ExMmTBC0DVVT9vckD/EEvLyY+vbti3/++QevX78GkDtEyOHDh9GzZ0+p9a+0bUki/vR/s2bNYGFhofDn4eHhgfHjx3NiuHv3Ltq2bavQdvN79eoV56aHnp4eevXqVWjsly9fRo8ePZCZmQkgt1eTc+fOwc7OTq73PXz4cFhbW2PAgAFIT0/Hixcv0LZtW1y+fJkzvJ6y5f/uLCwsUKFCBUHxi/duAOQOHWZlZQUTExOkpqbiw4cPvKfsN2zYgJSUFGzfvl1wzPmTpgHgxo0bgnqwUAVJ+5Gm6wN5iA/j5eDgAF1dXaW/F/H6Rcj2Q0JCeD1P/vHHH2r/vF++fIlFixax00uWLEHJkiXZOCTFI8u87Oxs3vUuhmHkfn+KbCsrK0tQuenp6ZzpkJAQZGRkSHw4Qvy40alTJ4hEIqUcN/IPFfb582e8evUKlSpVkmt7inz20sTFxfF6l+vfv7/gcoTUM+I3U62srHjr3r17lzPdtWtXpbz3rl27co6zgYGBSEpKQrFixSQur2g7FQDmzJmDxYsX8+ZbWFjAwcEB2dnZCA8P5wzP/v37d/z555/YsmULL4GoMJLaqcoY0k0ZEhMTceTIEezevbvAnpKMjIzQqVMn9OvXD+3bt1dpnbpu3Tq0b98ee/fuxfnz59m2VJ73799j7ty5mDdvHpo1a4aBAweie/fuSh9iXN5rEELayMrelrQ6vUKFChg0aBB27NgBIPd8bcGCBQUOKyvk+CC+XxobG6Nt27YK/06qVauGihUr4u3bt+y827dvo3379gptN7+0tDTeEJIDBgyQKfYnT55g8uTJ7DFLJBKx9wG/fPmCUaNGYePGjVi+fDlat25d4LbEP2+hvxvxZYUen8TbeJUqVUKlSpXU3n6aN28eO0S9paUl/v33X04Miuxfmto3xZM2MzIyBJUrXge+fPlS4vqvX7/m9ezm4eGh8HcoEonQqVMnznnZnTt3BG1X6O9bnvp3586dnKSsKlWqwMXFRVA5spYFQGJPduLXOG7fvs1778r4TiwsLNCsWTNOIuCdO3cE9SQuHpcqzk/F65WKFSsWWob4OvXq1RMcl5+fH3r16sW7FmFkZITy5cujWLFiiIyM5NzDz87OxuLFixETE4Nt27YJKq9GjRrQ09NjkzVv3bpVJM/1CQHoHpyyZWdns22GvHo3KSlJoREDAHDOUzVB65L18jM2NkanTp3QqVMnAMCjR49w5swZnDlzBkFBQQD+l7jHMAxevnyJly9f4p9//kHJkiXRoUMHdO7cGW3btpV6UYIULDAwUOL85ORkXLx4ERcvXsScOXOwdu1a9OzZUyUxbNy4EfPmzVNoG/7+/oX2PEA0T3xYFqI+eqJmaKF/AcUy+T2K6HyPwtdDY/CsrKf6AyOEQCQSoWTJkgDADnGYnJwsUyM0J5tBamJGocslx6cXugwpWDFzA+joyp9AqSziF4jS0tIK7N1C2ds6ePAgb5685QO5v3/xHn0U3WZhfvz4odTtBwQEsP/r6uqiTJkygrafkZEBMzMz9rzmt99+g62tLW+56OhoHDlyBKtXr2YTdYKDgzFlyhQsXbpUUMwlSpSAqakpe7IaEBCg0s9cHsr+nuQhfqE//z4yffp0zlPePj4+aNOmDa/uzuthpaBtiRMfOq1GjRpK+SzMzMxgY2PDScy5ceMGGjVqpPC2gdzfkaenJzIy/ndcmjx5MiwsLAqNv2HDhhLP5xR5323atFH6Ngvy+fNnREVFsdOVK1cWXFZ2djbKlCkDDw8PtGnTBnXq1EHx4sU5yzAMg+DgYOzatQu7d+9mLwb6+vqiVatWgocNFR+S6MGDBxgyZIigbSibeBJzSkqKxusDeYgnT7Zq1Uol70P8grCQMsR7r9DT04OTk5NaP++cnBwMHTqUrTsaNWqEXr16cWIQ/03k5OTIFGNqairvxlN2drbc70/ItsSvU8bExAgqVzwhLC/xWHyfTUtL4/UaU61aNaV8h05OTrwE02vXrsHOzk6u7Sny2UsSEhKCIUOGcHo36tOnD6pXr15oOfK2qVNTUzltPyA3qTr/umFhYbzjT9WqVZXy3itXrsyZzsrKwo0bN9C0aVOJyyvaTj1//jwvUa9q1apYsGABmjdvzrZ7MjIycO7cOXh5ebG/3ezsbIwePRqVK1dGjRo1ZC6zQoUKnOmHDx9q9BiQnZ2NGzdu4MCBAzh37pzExHog97ymYcOG6N27N7p06cI+HCDpwRxla926NVq3bo34+HgcO3YMR44cwePHjznLMAyDmzdv4ubNmxg/fjw6d+6MPn36wNXVVaEHBaWRdfhV8WOYIucAQrcl/l1mZGSwy0+cOBH79u1jE6d37NiBkSNHwsHBQfC2xIknV9SoUUNpv5OaNWvykvWUtf9ER0dj5MiRCAkJYee5urrC3d29wDJiY2OxcOFCHDhwADk5OTAyMsLkyZPx5s0bHDt2DI0aNUKPHj0wd+5cPH/+HO3bt4e7uzsWLFgAJycnidsU/7yF/m7EOxTIzMwUtL74d1irVi2111MvXrzAihUr2Om5c+eiWLFinDjEz0EL+l2K09S+KX7uExkZKahc8dEHXrx4IXH9a9eucaZ1dXWV1gauVq0aZ/rJkyf4/PkzjIyMZFpf0d93YfXvwYMHMXHiRHZaR0cHS5cuLTSZQd72OMDv6RfIHXY4//riw6Ha2NjAzMxMKd9JjRo1eMl6Qq/b5afItVhJsrOzsWfPHs68li1bFlqG+IMDjo6OguKKiorCwIEDOb85Kysr+Pj4oFu3bpzEfn9/f/j4+HDK3LVrF2rUqCH4+oGzszP78GtwcLCg/YMQbSZr+5dIlv9hy7y67Pbt2wqPZvPhwweFY1OEVifriWvQoAEaNGiA+fPnIzIykk3cu3HjBtLT0zlfRlxcHHbv3o3du3fD0NAQLVq0YBP/7O3tNfgufj6fPn3Cn3/+iSlTpmD58uWaDocQIocsXWMElhuKxqHLJL5e4cs1RFs0wBez6mqOjBCiiNTEDJxaFqzpMH4JXaZVh6mV6noalldgYKDcQx+K99hChEtPT+fcDClbtqzgHqn79esHb29v3kVpcaVLl8bEiRPRrVs3dO7cGREREQCAPXv2YPr06bC0tJS5TJFIBCcnJ/YBqejoaMTHxwseYuZX1qVLF9SsWZMdsjEkJASHDh1SeLjalJQU3rAjig6bl1/NmjU5yXr5b7YV5suXL3jx4gU7nZOTg+TkZISGhuL69eu4c+cO55x98ODBmD59unICLwKCg7nH44oVKwrexsqVK/H7778XmLAvEolQo0YNrFy5En/88Qf69OnD1uerV68WnKwnHmf+75jI79KlS5wh44HcIZi0jXgd4OzsLLi3VkVt2bKFHYbLwMAAq1evVkniSJ5v377xbgbKKu+mkizKly/PmQ4KCkJOTo7Mw/xJGrYtLi6Ol6wXHh7OuxmvrONGsWLF4OzszBmuUXzoRlVKTk7mJJsxDIOUlBRERETgzp07uHLlCqcd7O7ujlWrVqk0pq1bt/JuVosPOSbp2Kqs78TZ2RkmJiacRJM3b95ITNZTtJ2amprKuZkPAC1atMDBgwd52zEwMICHhweaN2+Ojh074uXLlwByb26PHj2a15NYQUqUKAFLS0skJCQA4B9f1SUkJAQHDhzAkSNHeD1c5+fk5IRevXqhV69eKFeunBoj5LOyssKIESMwYsQIvH37FocOHcLRo0d5PRqlpKTg4MGDOHjwIMqWLYvevXujT58+vERJTXj9+rXcdfS3b9+UFkeZMmUwePBgbN68GUBu0tPSpUuxadMmhbedf78EctvnylKrVi1O75tC2vpZWVm8h4ZSUlLw8eNHPHjwABcuXODUfw0aNMDevXulHrPT09OxYcMGrF69mr3h2qRJE6xevRrOzs4YPXo0gNy27eDBg+Hu7o6pU6fi7NmzOH/+PK5cuYIRI0Zg6tSpKu0ZWx7i36Eyz9dkkZ2djXHjxrHH/8aNG6t0dAJAfftm+fLlOUMtP3nyBH369JFp3dDQUN7oW9JG9JLUBlZWhzDiv4eMjAyEh4ejSpUqStl+Yd69e8d5iCwzMxPfvn3Dq1evcP78eU57Nq/tLT40qTJlZmZi48aNnHllypThHXNUXTfmFxUVhdTUVK3pBGjXrl2c4er19fXRo0ePQtcTbyM5OzsLKnfKlCmcXvvt7e1x7tw5ie2Z3377DX5+fhg9ejQOHz7Mzvf29oa7u7ugh3kqVqzI/g6zsrLw+vVrXs/KhBDysyhSyXr5lS1bFqNHj8bo0aORkpKCixcv4syZMzh37hzbwMrrde/Hjx+4cOECLly4gDFjxqBOnTps4p6Li4uG34n2MTIyQps2beDu7o46derA2dkZFhYWSE9PR1xcHO7fv4+DBw/i3LlznJstK1asgLW1NWbMmKHB6Akh8vpcvAbCrFugwtfrEl+v+2EHrldZhCxd9d6cIYQQIj9vb29Nh/BLi4qK4vTMUrp0acHbEHpBqly5clizZg08PDwA5D7Re/z4cQwbNkzQdmxtbdlkPSD3KTNK1pOdSCTC7Nmz0bt3b3beP//8g549e8LAwEDu7ebdmM7PxsZG7u0Vti1J5Unz8OFD9O/fv9DlqlWrhpkzZwpOGivq8hJo88hTHzRu3FjQ8i1atMC4cePYXjUeP36M169fC7oRZGZmxulpM/+NHSKfhIQE/P3335x5HTt21MrrU+I3T/N6e1aXiIgIzvC3f//9t9xDrMoqODgYXbt2VWkZAFC/fn3o6+uzN9KTkpJw6dIlmYYj/PDhA6/3NoDfExCg+uNGqVKlOAl6ykyGKUxYWJhM35WDgwMmTZqEAQMGqDTRU1Ivcw4ODmjYsCFnnvh3oqurq7R9SyQSoUSJEpzfgrTvRNF26pEjRzg9FNnZ2cHX17fAhD8LCwscPHgQDRs2ZJN6nj9/jps3bwpKBLC1tWU/x+TkZLU9VPLt2zccP34cBw8e5PVMl5+lpSW6du2K3r17o0GDBiqPSx4VK1aEt7c3vLy8cPfuXRw6dAinT5/m9bgTGRmJ5cuXY/ny5WjUqBH69OkDDw8Pttd/dVu3bh3WrVunkbLFTZo0CXv37mX3tyNHjmDixIm8Hi6FEq8jJPWqLi/x+l9InZ2SkiJTnVuqVCmMGTMGo0aNgr6+vtTl9u3bhwULFgAAzM3NMW/ePAwcOFBqPW1ra4u9e/fi7NmzmDZtGmJiYrBhwwaIRCJ2O9oif3ILoP720/r169kRswwNDVX+oAOgvn2zUaNGnESgM2fOYPHixQX+1vIcP36cN09S2wng7xvKbjuJE3LeragdO3awicbSiEQitGrVCnPmzFFqUpy4zMxMjB8/nk3iz5P/OkoeVdaN0r4TbUjWCwsLw/z58znzhg0bJlOnRPl7i9LR0RH0mb19+xaXLl3irL979+4CHzzQ0dHB+vXr8fz5c/Y7TU1Nxc6dOzF79myZyxaP88OHD5SsRwj5aRXZZL38TExM0K1bN3Tr1g0Mw+DBgwc4ffo0zpw5wx4Q8g+XGxgYiMDAQCxYsAB2dnbo1KmTUp56+hlMmjQJTZo0gbW1Ne81fX19mJqawtHREf369cOdO3fQu3dvztAbs2bNgru7O2rXrq20mEaPHi14iN13796xNyiB3Kz+qlWrKi0mohwpKSmcoW9/++03mJiYaDAigowGyNnTBjrf+TfhimV8QRvcxo8WSzQQGCG/ruzsbPZYm9fThqmpKfT0Cm/GMRmFX6wiymFiagozM813yS9rbyzyMDY21thNGXUyMjJS2vvMP+wakPt0sDo+wz/++AN2dnZsLx9Pnz4VXG7ZsmU50/Hx8Vr1/Svze5KX+A0B8X2kR48eaNSoEe7fvw8g92bnwYMHMWjQIHaZYsWKQVdXt9Bt5REfXgXIvTmurM9C/Dzw+/fvMm9blt626tWrh+nTp6NLly4yHcd+JuK9Njg4OKjlNzx48GDOEFjPnj0TnDhgZ2fH9mSQlJSE7OxsWFhYKDNMQcR/ayYmJhqvD2SVk5ODPn36cHrINDc3x/r161X2HsR7YhRSjnjShrW1tVo/68mTJ7M3UatUqQIfHx+JCc/ivwkdHR2JcWZnZ3OGnilWrJhKh1TS1dWV+nmZmZmhdevWOH/+PDtv2bJl8PDwKPSG89KlS3nDtAK5vy/x8iT1lGxvb6+071E8QSopKUnubRf0eUkiyw1UJycnzJo1C3/++aegXiHF29SSjsvZ2dlISEjA48ePsXfvXhw+fJg3BM/ChQt5n5F4z3vFixdX6n5laWnJSRBPTk6WuH1F26n79+/nTM+dO1emG8fVq1fHuHHjsGzZ/0Z22L9/v6Akfnt7e7x69YqdTkhIkDr8qKKys7Nx8eJF7NmzB2fOnJHa+7iBgQHc3d0xYMAAdOjQQaGHM9TN3d0d7u7uSEtLw8mTJ7F3715cvXqVNzTl/fv3cf/+fcyYMQNdu3bFgAED0LJlS5nOQSXVvwX1FJxHlmXkVdj5hPjxwcDAgLO8mZkZxo0bh6VLlwLIrYOXL1/OSSSSdVv5SUqUV1YdIZ5wlJWVBYZhCu3FHeAPVSpt+zNnzkT//v0LbSuOHj0aGzduRJ06dbBmzRper0t5x0LxY0OfPn3QoUMHzJw5E0ePHoWXlxfv8xH/vIWeO4rfn9DX15d5/cTERN7oBra2tmprP719+xb//PMPOz1jxgzUq1dP4rLi7Y2CfpfiNLVvdu3aFVOnTmUfdoiNjcWuXbswefLkArf56dMnbN26lTc/JSVFYlnibWArKyulfYeSjpXp6ekyb1/o71u8/pXlPLxHjx4YO3asoIfFZG2P//jxAx8/fsSNGzewdu1aXu9vJUuWxIwZM3jriveKqMzzEkm9vmVkZMi8ffFjvrKun6ampmLIkCGc36ODgwMWL15c6PazsrI4oyaULFlS0Igb4u3a3r17o3nz5jKtu3z5cnTs2JGd3rt3L5YsWSJz0rB4QuCXL1+KzPk+IfnJ2/4lkmVlZbHnHXl1QpUqVRT+TPOfV2rCT3d1XCQSoVGjRmjUqBGWLFmCsLAwnDlzBqdPn8bt27eRmZnJSdyLjo7G1q1bKVnv/3Xu3FnmZV1dXXHjxg00atQIX758AZCbFOnl5YUzZ84oLaZSpUpJfLJBCFNTU5lOOolmmZiY0PekccUBjw3Ani4SXzV4tg8GtXsATi3UHBchv66srCxeg1NXV1e2C9sqTNwiXLo6Oj/9yZasv7uiTkeJ32VeT1R5zMzM1PYZli9fnk3WCwwMFFyu+IWwpKQkrfr+lfk9yUv8QqOkmBYvXowWLf7Xbvrnn384CQN5+5Us2wLAuciTp3jx4kr7LBT53mW5UfvkyRP06tULDg4O2LJlC9q1aydXnEWR+A0fZX5vBREf6iYoKEhwuaamppzp5ORkiQ/4qYu87SJtMG3aNFy4cIEzb8uWLbwhUZVJvH4R8lmJH8dMTU3V9lnv2LEDV69eBZD7HrZu3So12UpSTLImgajyQQeRSFRgHFOmTOEk6z19+hTDhg2Dr6+v1BupixcvxsGDByW+lp6ezitPUo8xyqx/JNUP8m67sM9LnCzLhoaGYujQoZgxYwb+/fdfmXqAlaR169aC15k0aZLE8sS/ExMTE6XuV+JJJikpKRK3r0g7NTk5mTMUc7FixdC3b1+Z1x82bBgnWe/OnTuCPgPx9ooivztpwsLCsHHjRuzbtw+fPn2Sutzvv/+OgQMHonfv3kW+F2pTU1P0798f/fv3R0xMDA4cOIA9e/bg2bNnnOVSU1Oxf/9+7N+/H2XLlsWAAQMwatQolClTRuayZD12q7I3sMLOJ8SPD5LqqOnTp2Pz5s1sgt1///2HZ8+eoW7duoK3lUe8zajMc0hJyQ6pqakyJXDIEkNsbCwmTpwIb29v+Pj4YNKkSVK/Q2NjYzx48EBqr3N560n6rKysrLBlyxYsXLhQ4vrin7fQc0fxZYUcnySdr6nrOgDDMPjrr7/YpPBq1aph1qxZUsuW9RxUlnWVqaA4ypUrh969e2Pv3r3sPG9vb1SqVInTeUd+CQkJ6N69O75+/cp7LS0tTaZjpDLbwJLuf0k7Vkui6O9blrbv0aNHcfToUTRt2hQ7d+6UafhU8RgiIiIEP6BXrFgxnDlzRuK5pirrRknfSWpqqtzfiTLOTxmGwZAhQ9heMoHcRMv9+/fL9ODc9+/fOQ/3CP0N3759mzM9dOhQmddv3749ypQpw/bKHxsbi9DQUJl7nhX/PrTteiQh8ipK1660UV5+F/C/Y46ZmZnCD4OLX9NQt5/+Dm6FChUwfvx4XLlyBZ8/f8ahQ4fQr18/QRnkRDpnZ2csX76cM+/cuXO8pzMJIUWIY3Og/hDpr58eB/z4Lv11QgghWuP69etgGEauP1X1TqEOvr6+EIlEMv/lN3jwYJnX8/T0LDAO8Qv1Qnp0kSQ8PBzLli1Dz549UbVqVZQsWRKGhoYSY8vrzQ0A+2CNEOK91UgbHkYR2vI9qVLz5s3Rpk0bdjomJkbiE/2yknSDTZnfjfi2hDy97OHhwalDMjMzERcXhxs3bsDLy4szlElERATc3d2xbds2pcWu7ZRdH/j7+2PWrFno0KEDHB0dYWVlBX19fd7vX3w4Qm2tDzw9PWXep/MnwAK5131kXdfX11fpsctq7dq1+Pfffznzpk2bhl69emkoosKJ1wGq+O4liYmJwZQpU9jpYcOGoWnTpmop283NTe62065duwSV1bJlS/Tt25czb//+/ahbty727duHjx8/IjMzE58/f8aZM2fQunVrdggpAwMDXj0i6SKzNh83FFWnTh3O55+VlYWvX7/i/v37WLJkCRwdHdllP3/+jAEDBsDLy0vlcZmYmGDjxo1YuXKlxNdVvV/J+p0oclwKCAjg9LLVoEEDQTc5KlasyOnFOSYmhjdcfEHUcVzavXs3VqxYITFRr3z58vDy8kJISAgePHiA0aNHF/lEPXF2dnaYPHkygoKCEBQUhEmTJkkcPi8yMhKLFy/GsWPH1BLXrl275K6jhQy1LCsLCwtMnTqVnWYYRtBQf5Koso6QtC1Z620LCwvO55mdnY34+Hg8efIEa9eu5QyVmZSUhClTpmDQoEESe4LNo+jwsOoeXlYWqj7uFmTz5s24desWgP896KCuXj7VuW8uWbKE891nZGSgW7duGDRoEG7duoVv374hPT0doaGhWLt2LapXr46HDx8CAC/JSdqxS1v3Q2X4999/OZ9/amoqIiMjcfbsWQwdOpTTHrh9+zYaNGiAgIAAlcdVq1Yt3L9/H7///rvE13/m70SSyZMn846ta9asQZMmTWRaX5F2Xvr/sXfeYVEkTx//LlnJKgJiQAyYFRCzYj7TmbOC6JkT3hnOnLPemXNCVPTM6dQT86lnxqyYwASIIkoGgX7/4GV+zM4CM5vR+jzPPNrNdHft7kx3dXd1VUoKz0jQ2NgYDRo0EF3ewMBAMGe/du2a6PLa0PMIgiD0he/Os15uWFlZoXv37ujevTvS09Nx5coVHD16FMePH9e1aPkaHx8fTJgwgQvrk5GRgTNnzqB79+46lowgCKVpMRt4fgb4+kb4t69vgaBpwM8rtC8XQRAEQeRj5EOjieX169fw8/PD0aNHlapDPpSSGJSVlRAyd+5cBAUFcekVK1agf//+SnmUVrQR/PXrV5Xky60uVTaejYyMYGdnBy8vL3h5eWHChAkYOnQoAgMDAWQ+Y8OGDUPVqlVRp04dleTWNFlhDsVga2sLDw+PPO9T9h37999/MXLkSIGXG7FQf6AbAgMDMWbMGF6er68vFzpPX5HvA9TZ3+TGiBEjuGfVwcGB54Hre2PDhg14/vw5bt68yeU9fPgQ3t7euZbbtGkTfvvtN15IVUVeNnIaN9QV1UCd44aqGBoaolChQqhTpw7q1KmD3377DZMmTeIZyc6bNw81atRA165d1dq2mZkZ3Nzc0LlzZ/j6+qJIkSI53iv/HcmHdVMVZX8TKX29vGFdtWrVRJfNonr16nj79i2XfvPmjejDQroal2xsbLBhwwZ069ZNo16lsjhz5ozoe5Xx/iiWatWq4Y8//sDixYsV9j0/On5+flixYgWioqIAACdPnsSVK1dEG1TIU6hQIZ6+pkld38jISOnxwMDAALa2trC1tYWbmxtGjhyJP//8E+PHj+fe0R07dqBq1ao8g8bvnSzvtdkNmrWhP7179w6///47lx48eLDSz6C+4+TkhL/++gs///wzZ8TDGENAQAACAgJyLTdjxgwMHjyYy8vJQ5kmdWBFdelSfypQoACKFy+O4sWLo23btpg4cSK6devGGWt9+fIFHTt2xMOHD0V5dJOCvb096tevD19fX7Rp0yZXj1M/0m+ycOFCLFu2jJc3Y8YMDB8+XOk6pehOkZGRSE1N5dIVKlSQbPhbvXp1ngfMN28U7DPmAK0/EATxI/FDGetlx9DQEI0aNUKjRo2wdOlSXYuTrzEwMEDjxo2xb98+Li8kJESHEhEEoTKmlkCH1UBADqGxb/sDlToAZZpqVSyCIKRhYWsK77l1BfnpGRlIyBbSwdzCgkLmqoiFrWneNxE/HPKnQZOTkyXXcePGDbRs2VKlhcjsi2xikd+Akw+pRoinVq1a6NChA44cOQIg0/Br7dq1mDhxouS6FC0Y5xaaTSrydalzgdrS0hI7duzA169f8ffffwMA0tPTMXbsWFy5ckVt7WiCe/fu8Twk5oaXlxcuXLggyFdHf7BhwwYMGzZMpcXrlJQUyWWoP1CN48ePo1+/frzfrXPnzti8ebNWjD1UQb4PyDJE0CT79u3DoUOHuPSKFSvUvjGoT1hYWODixYsYOHAgZ8yc1/0rV66Ej48Pb7MZEG+sFxkZyfNqpgqaHDdUxcTEBH/88QcSExOxfv16Ln/s2LHo1KmTpBBES5cuRfXq1Xl5hoaGsLS0hI2NDZydnUWH35H/jtLT0/Hx40e1eIhijAne05x+E1XGpZiYGF46N+PEnJAvI19nbuhqXPry5Qt69+6NrVu3wtvbG506dRJ8j+pErO4BaHZj++vXr9i7dy927NiBy5cv0ya6HObm5pg0aRJ+/fVXLm/KlCkK9UExFCpUCK9eveLSmtT11Rl9SiaTYezYsUhLS+PNc2bNmoWBAwf+MJGuZDIZbG1ted6staE/DR06lAsT6ujoiEWLFmm8TV3SpEkT/Pvvv+jWrRtevnyZ5/1ubm7Ys2cP7ty5w8sXa6ynyfdQUXu6pGzZsggKCoK7uztnVP/+/XssWbIE8+bNE12Pvb09du7cKcg3NTWFtbU17Ozs4OjoKLq+H+U32bBhAyZNmsTLGz16NGbOnCmpHtLzCIIg8gc/rLEeoV7kF/myvOwRBJGPcfECav4C3Nqi+O9HRgHD/wPM1HMinyAI9WNgaACrIkI39+np6ZCZfOPSlpZmkjarCELf+emnn3iezPIi+0bY+PHj0bJlS1HlihUrluvf5Rd+sxbPxRIdHY02bdoIDPWqVauGhg0bomzZsihWrBgKFCgAMzMzntHH2LFjlfa8BQDx2Qx6AcDa2lrpunJCX34nbTB37lwcO3aMCwO1du1aDB48WHJoFXNzczg5OeH9+/dcXnBwMLp166YWOYODg3npihUrqqXeLAwMDLBy5UqcOHGC2+i9evUqnj9/jnLlyqm1LX1D1f7g/PnzAkM9IyMjNGjQALVr10apUqVQtGhRmJmZCULfStnsV4Q2+oMJEyagb9++ou69d+8eL0Tqzp07YW9vL6ps5cqVlZJPWc6fP49u3bohLS2Ny2vRogV2796dL3SvChUq8NJPnz5FcnIyzMzMNNZmdu87bdu2/SGiNhQoUAC7du2Cn58fli9fjqCgIEHI6kKFCqFnz5747bffUKZMGSQkJPCMb2UyGS/saxYuLi4wNjbGt2//0/2Dg4Ph6empstyJiYl49uwZL0/d44Y6WLhwIXbt2sX1u2/evMG5c+ck9Y0eHh5o3LixWuRxdXUV5AUHB4vWa3Lj2bNnglBhOf0mqoxL8uOCMpuo8mVUaV8T41L79u3x8OFDHDt2jHfwJT09Hf/88w/++ecfWFhYoEuXLvD29kaTJk1g8B0dgEtLS8OpU6cQEBCAY8eO5bjJX6BAAXTs2FEtz29+ZtiwYfjzzz85w5aLFy8iKChIKR3M1dWVF3JSXj9XBU3r+kDmPHTjxo2cwWFCQgL279+PQYMGSarH398f/v7+apdPG1SoUAGXL1/m0ur8DRVx4cIF7jAUAKxcuVIj/aK+4ebmhidPnmDbtm3YsWMHrl27xtO5gUzvXgMGDMDQoUNhYmIiWH8oW7aswrrlx+qQkBAkJiaqxUBb/nkwMTFRqMPpkiJFimDWrFkYMGAAl+fv7y/JWM/MzEytXl/lfxNN9o0lS5bUqDF+TgQGBgq85/Xr1w/Lly+XXJelpSUMDAy4NSjS8wiCIPQTMtYj1IKxsTEvnX0RkCCIfEyL2cCLIOCLAjfVse+A01OB9iu1LxdBEARB5IKjo6OkE7rZqVSpktoWFOUPtEREREgqP2/ePERHR3PpcuXKYefOnahVq1aeZVVdWAwPD+elS5YsqVJ9itCX30kbVKlSBT179uS8JsXFxWHZsmVKLbo2aNAAf/31F5fOvpmnCuHh4YIT5ZoIneTi4oLq1atzYXWATIO9791YT9X+YOzYsTxDvbZt22L9+vUoXrx4ruWU8aQnT3ZZs7xIqZtKlSqhUqVKou6V915Vv359ODs7q10mVbl+/Trat2/PM3CoV68eDh06JDmMkK5o2LAhL52Wloa7d+9qNHR19tB/f//9t1LeB1+/fi0oFxwcjKpVq6oqnkapVasWAgMDkZGRgTdv3uDjx49ITU1F8eLF4eTkxHv2Hz9+zCtbvnx5haEMCxQoAHd3d1y/fp3Lu3XrlsArnzLcvXuXF+YP0My4oSrW1tZo1qwZDh8+zOVdvXpVZUNmZSlbtizs7e3x4cMHLu/WrVtqMXaSD9luZGSUo96oyrhkYWHBS8sbCIpBvoyUAwza0FPd3d2xf/9+fP78Gbt374a/v79A54qPj8f27duxfft2FC9eHH369IG3t7fWDcPVya1bt7Bjxw7s3r0718P49erVg6+vL3r06KG2sNr5GVNTU0ybNo3Xt06ZMkWpfqZBgwbYtWsXl7579y7S0tJEe+/MDfk+QhN9tpGREdq3b8+b51y9elWysV5+pmHDhjxjPXXN13Iiu+4EQOmDXLNmzcKsWbO4tPycTR8xNjbG4MGDMXjwYCQkJODt27f49OkTzM3NUaJECYF3L3n9qWbNmgrrbdCgAS+dnp6Ou3fvol69eirLLP8eenh4aPQgjLJ06tQJv/zyCzcHDQ8Px+vXr0WHrFc38r9JREQEwsPD1XI4Uxt9Y14cOXIE/fr144zrAKBLly7YsmWLUvMhIyMjODo6cgc9P336JHos+RH0PIIgCH3h+znuRegU+U0ddYRuIAhCDzC1ADqsyfnvd7YDL85qTx6CIAiCyEeUKFGC52Hj3bt3kspnN8gyMzPDqVOnRBnqAcDnz58ltSWP/OKYPhrC5DdmzZrFWxjdsmWLZIMtQLhwfPHiRZ5Rp7IcOHCAlzYwMNCYQU6ZMmV4aXWGsNEEjRs3BmNM1JVTyDP5d0hKf/Ds2TPeaf8qVarg4MGDeRrqAar3BbGxsbyT7dQXiOP+/fto3bo177tzc3PDiRMn8lUYn/Lly6No0aK8vKNHj+pImh8HAwMDODs7w9PTE/Xr10epUqUEG2sPHjzgpXPabAaE48bRo0cFnmeUQX7csLOzQ/ny5VWuVxPo27gj/5vIf5fKIl9PjRo1cuxzVNFT5cNZKqOHyHuPlBIiM7ueamlpqdFQdYUKFcKIESNw8+ZNPHr0COPHj1d42OTdu3dYtGgRqlSpAnd3dyxbtkzl50ys7qFqWNo3b95gwYIFqFSpEjw9PbFy5UqFhnolS5bElClT8Pz5c1y5cgWDBg0iQ71s9O/fn+el6+bNmzwjYbHI9w9JSUk4efKkquLhwYMHeP78ea5tqQt963O1jfxhh5CQEISEhOhImh8Hc3NzVKhQAQ0aNICbm5vC0J1i9SdXV1cULlyYl6eOsTotLU2gS+vjQQcg0wOvJkPPSqVu3boCD7bq+E2io6Nx8eJFXp62f5MzZ86gR48ePP38p59+QmBgoEre2LPP3TMyMgTrfDmhT3oeQGsQBEF83+jUWM/FxUUnl/xkgVCd7CeFAOHpTIIg8jGlGwGeA3P++9HRQPLXnP9OEARBED8opqamvFAdb968yTGElDxv3rzhLVC1atVKdGiUpKQkhIaGShM2G4wxXlg7JycnjW6C/iiULVsWvr6+XDopKQnz58+XXE+HDh14C7apqak87xvKIh9mqnnz5lrbgJX31P49Uq1aNV5ayobdtWvXeOmBAweK9sz26NEj0e0o4unTp7y0/OcghISEhKBFixaIiYnh8ipWrIh//vknX4bw6dSpEy+9bds2tRh6EaqRPdwdALRu3TrHe7t06cJLf/jwASdOnFCp/bS0NMHYI/+s6DO6Hnfkf5M7d+7g/v37KtUZHR2N48eP8/I6d+6c4/2q6KnyXnXu3bsnQVLFZcR66omKiuL1r9oclypVqoTFixfj7du3OHHiBLp3767QG1JwcDB+++03FC9eHG3atMHu3buRmJioNTnFEBcXh23btqFJkyZwdnbG5MmT8eTJE8F9BQsWRN++fXHmzBmEhYVh7ty5OYaN/NExMjLieSUDgGnTpvG8JImhSpUqAsPnbdu2qSyfvK5va2urtvDeeaHrPlfbeHl5CebPmzdv1pE0RBafP3/mzausra1z9JQnk8kEY+jOnTtV1oFPnjzJ86wL5D5W6xu6fJezPCVnRx19Y2BgIC/cfZZ3UG1x5coVdOjQgecRv2HDhmrxxq7sGoSjoyOv7adPn/K+IzEoq+dltZeFkZGRaA/8BEEQ+RGdhsENCwuDTCZT+fSXVJRxGUvkzMWLF/Hy5UtenrzSRBBEPqf5LOB5EPDltfBvXDjcVdqXiyAIgiD0HA8PD27jKz09HY8fP4a7u3ue5eQXcLNvpubFv//+i2/fvkkTNBuvXr3ihazIzVsPIY0pU6Zgx44d3ELsli1bMGHCBEl1lCxZEp06dcL+/fu5vCVLlmDAgAGCcCViOXr0KO7cucPLGzNmjFJ1ieH1a75OaW9vr7G29IWiRYuiePHinOeihw8fii6rSn9w7tw50fcqQor3LiLz2W7evDmioqK4vNKlSyMoKCjfRiD47bffsHHjRm7tLjIyEhs3bsTw4cM10t6RI0ckj2H37t3DuHHjuLS9vT127tzJu+d7Mi6JjY3lGdvZ2toKjL+yU69ePXh6euLmzZtc3qxZs9C2bVulvXWsXbtW0Df5+fkpVZc20Ldxp1u3bhg/fjzvYMb06dOV8sKVxbx583gbqQUKFMCQIUNyLaOsnlqzZk0YGhpyYZBv3ryJ+Ph40XrIixcv8PbtWy7t6OgoOsSZPoxLhoaGaN26NVq3bo0vX75gz5498Pf354WbBjK/05MnT+LkyZOwtLREly5d4O3tjcaNGwu8A2mD9PR0nD59Gjt27MDhw4eRlJSk8D6ZTIYGDRrA19cX3bt3V1q//BHp2bMnFi5cyD2nDx8+xJ49eyTVIZPJMHr0aIwcOZLLO3LkCG7fvg0PDw+l5Hr//j02bdrEyxs0aJDGvP3qW5+rbQoWLIihQ4fyDmZt3rwZv/76q1pCdspTv359BAUFSS63ZMkSnD59mkt7e3vDx8eHS0sJW5kfOHDgAE/H7NWrFwoWLJjj/X5+frz3JioqCqtXr1Z6npyRkYHZs2fz8mrVqoW6desqVZ+miYuLE3hp1/W77Ofnx3vWg4ODcfjwYXTs2FGp+hISErBkyRJeXufOnbXmjObOnTto27Ytz6C/Zs2aOH78OAoUKKBy/fJjxoMHD0SFZzcxMYGbmxun16SmpuLy5cto2rSpqHYVRRwQG7UhJSWF5wW2cuXKehkmmiAIQl3oRRhcmUymtYtQLwkJCRg9ejQvr2rVqqK9fhAEkU/IMxxuAPD8jPbkIQiCIIh8gnwInNu3b4sqJ3+gScop1rVr14q+VxHyMjZq1Eil+oj/UaJECQwYMIBLp6amYubMmZLr+e2333jpd+/eYdq0aUrJFB8fL5jTVaxYEa1atVKqvrwIDw8XGAb+KN7asvcHsbGxglBkOaFsf5CSkoKtW7eKF1AB1B+IJyIiAs2aNeOFknRycsLZs2fh5OSkQ8lUo3z58gLvEr///jvCwsJUrluRdzcvLy80b95c0iW/EWVmZia453syNpk3bx7PA1rfvn3z3MT69ddfeek7d+5g9erVSrX//v17wZjTqlUrvfV6kZycjDNn+OsVuh53jI2NeYY4QKYxzpEjR5Sq7+7du1i5ciUvr1+/fnl6RlZWT7WwsOC9d4mJidi7d69IaSEYm7y8vESX1bdxycbGBkOHDsW1a9fw5MkTTJw4UWGfHxcXB39/fzRr1gzOzs6YNGkSHj9+rBUZszz9OTk5cZ7+FBnqOTs7Y/r06Xjx4gUuXbqk0kGQHxUDAwPMmTOHlzdjxgzJ3rh8fX15729GRgaGDh2qtFcvPz8/xMXFcWlFfZC6YIwJvHzqus/VBaNGjYKpqSmX/vLlS54G1GL4+PEjz/geyAxDL1V3at68uSCkt4uLC+/vtWvXVllefSE5ORnz5s3j5Q0aNCjXMpUrV0bLli15edOnT+cZm0th7dq1uHXrFi9Pfl6vT/z999+8eaidnZ3CMPDapE2bNqhQoQIvb/To0bz+TQozZswQ/J7a+k0eP36Mn376CV+//i9iVZUqVXDq1Cm1RThQVs8DhLqZvHfW3AgKChIcypD3GJsT9+7d4411utbzCIIgNI1eGOsBmUq8Nq4fCXlDRXlLdnn8/PxEx6wHMmPOt2/fXhCmQd7dO0EQ3wmlGwKeuUxij1E4XIIgCIKQ56effuKlL126JKqcg4MDL3358mVR5U6cOKH0Rm8WFy9e5KXlPwOhGr/++itv43Pnzp2CUKN5UbduXcHmwvLly7Fx40ZJ9aSkpKBTp0487xeGhobYtGmTxg67TZw4kRcOrHTp0qhatapG2tI3tN0fTJs2TeD5SirZ+4OiRYvCzc1Npfq+Vz5//owWLVrwog7Y2dkhKCgIpUuX1qFk6mH58uWwsbHh0vHx8WjdujXPMFEK8fHx6Nu3LxYvXqwmCX8crl+/juXLl3NpW1tbTJ06Nc9yPXv2FPRB48ePF4TTzYuYmBi0adMGsbGxXJ6FhQVWrdJfT/vz58/Hly9fuHTBggXRvHlz3Qn0//z222+C8c/Hx0ewkZ8Xr1+/Rvv27Tkvd0CmobC8UYIilB2XgMyQ7NmZPn064uPj8yz3+vVrrFixgpeXl8FEdrKPS0ZGRnoV3aVChQpYsGAB3rx5g3/++Qe9evVS6Bnn7du3WLhwISpXrqzxdfRff/0V7u7uWLZsmUKdwMLCAv369cP58+fx6tUrzJo1iw7hq0iHDh1Qq1YtLv3ixQvJoRrNzc0F/eqtW7fg6+srOazu9OnTceDAAV7enDlzNOY5atu2bYK5jTZDSuoLDg4OWLRoES/v+PHjGDVqlNL7lLdv30adOnXw6NEjdYj4QzFx4kTenLd3796iPMmuXr2a54EyLi4Obdq0EXicy4tTp05h7NixvLzWrVujR48ekurRFklJSZgxYwYvr127djrxCpsdmUyGjRs38uR4+/YtOnbsyDvIIoYtW7bgzz//5OUNHTpUK0aqoaGhaNGiBT59+sTllS1bFkFBQShcuLDa2ilfvjycnZ25tBQ975dffuGtCe3atUuUsV96erogeoS8zpgbtB5JEMSPhl4Y6zHGYGhoiBYtWmDHjh349OkTYmJiNHZJVaQ0wZUrV3DmzBnBJT/YZZ3+VHSp+/TdypUr4eLigk6dOmHXrl05npJ++/YtlixZgqpVqwpC6nTs2BGdOnVSq1wEQegRzWcCNqUU/y32PfDPZK2KQxAEQRD6TqlSpVC5cmUuff78eVHlSpYsyfPKcfPmTfz111+5lrlx4wb69u2rnKDZyH7Ix9nZmSc/oTp2dnY8rwrp6emCsGliWL58ueB08rBhwzBv3jxRXjfevXuHdu3aCbwNTZ48GfXr18+17Lp167B3715JG01paWmYMGECduzYwcvPHrrye6dVq1a8kJNi+4N69erx0uvXr8eLFy9yLbNhwwYsXbpUupDZiIqK4sIjApkbShSxQEhcXBxatWrF2zi1sbHB6dOnUbFiRR1Kpj6cnZ0FnrCePn2K+vXr459//pFU1+HDh1GtWjXs2rVLnSLmW16+fCnaU9KVK1fQunVrnnfNRYsWoWjRonmWlclk8Pf3R5EiRbi8b9++oWvXrti0aZOo/vzJkydo3ry54NDuihUrNB5meN++fdi4caOkEMmMMaxcuRJz587l5Y8YMUItocVUxdTUFIGBgTyviLGxsfjpp59Eh8P977//0LRpU573kqzfOi+veoDyeioA9OnThxcO7/379+jevXuu3l+/fPmCDh068MK9ubm5iQ6rlpaWhitXrnDp+vXrw9raWrTM2sLAwAAtW7ZEYGAgFzpcfizPIiYmRqOyKKpfJpOhcePG8Pf3R2RkJPz9/dG4cWMa49WIvLHs1atXJdfRu3dv9OnTh5e3a9cu9OzZE9HR0XmWT0pKwm+//Sbw9Ofl5YXx48fnWvbixYtYvHgx710Vw759+zBs2DBeXrdu3VCqVA5ryd85fn5+6NChAy9v9erV6Nq1K96/fy+6nq9fv2LSpEmoW7cuXr16pW4x8yViD7ulp6dj8uTJPCNxW1tbLFu2TFT5cuXK8Q5JAJnhrZs0aSIIy54T/v7+6Ny5M298tLOzk2zEqwwTJkwQeGLMi8+fP6N9+/Z49uwZl2doaCjw0qwrGjZsiEmTJvHyzp07h9atWwtCcCsiPT0dixcvxuDBg3n6r6urK/744w+1yytPeHg4mjdvznOcU7JkSZw9e1ZwSE8dtG3blvv/u3fv8lxHyKJ8+fJo164dl87IyECXLl1yPazFGMPAgQNx7949Ls/c3BxDhw4VLW/29ciCBQuiSZMmossSBEHkR/TCWE8mkyEjIwNnzpyBj48PKleujDlz5uD169ewtrbWyKVr+vTpgxYtWggu+Y2KDx8+KLyvRYsWGjmBnJKSgsOHD6Nv374oXbo0rK2tUaFCBdSuXRvu7u5wcnJCyZIlMWHCBERGRvLKNmzYEIGBgWqXiSAIPSKvcLjBO4HnQdqThyAIgiDyAb179+b+//79e9EeU3x8fATpBQsW8LzZAJkLblOnTkWjRo0QExMDMzMz3ulZKbx48YJ3KKhXr15K1UPkzqhRo1SelxYsWBCHDh2CnZ0dl5eRkYGpU6fCw8MDmzdvVnhQ7fHjx5g2bRoqV64sMNTr0KEDpk+fnmfbISEh6NGjB8qUKYNJkybh33//zTH0TNYmtZubG5YsWcL7W+3atSUt3OZ37O3teQYJJ06cEGV4UrZsWdStW5dLx8XFoVGjRti3b5/AyOfevXvo0aMHhg4dCsaYSsZiR48e5W1gZO/LiP/Rvn17wSbYb7/9hk+fPuV4+DKnS9NGG6rQqVMnwYb/mzdv0KpVK7Ro0QIBAQGIiopSWPb+/fuYN28eqlWrhk6dOiE0NFQbIucL1q1bh9KlS2Py5Mm4ceOGoE9gjOH69esYPHgwN85n0blzZ0meKhwcHLB//36eoVpycjJX9+7du5GQkCAod/PmTYwZMwY1atQQhDEfMWIEL7y7pnj//j2GDBmCkiVLYvTo0Thz5kyOh7Gjo6MRGBiIBg0awM/Pj9ePlS5dWtQ4py2qVKmCbdu28TzEfP78GZ06dUL79u1x9OhRgfFbRkYGLly4gP79+6NBgwYCw43FixdL8hyorJ5asGBBbNq0iZd38uRJ1KpVC0FBQTzvX6mpqThw4ABq1KjB28A1MTGRFFbtwoULvHBx+WFcsrKywqBBg3DlyhU8f/4cU6ZMQcmSJXUiS5kyZTBr1iyEhobi/Pnz6NevH89jFKE+mjdvjsaNG6tcz7p16wRenvbt24eKFSti/vz5Cg23Pnz4gNWrV6NatWoCg6SyZcti9+7deXrHiomJwe+//w4nJyf88ssvOH78eI7emuPi4nD06FG0bdtWYLBbqFAhrRi/6DP+/v6oWbMmL+/gwYMoV64c/Pz8cO7cOYVGzklJSfj7778xdOhQlCpVCgsXLpRksP6907BhQzRu3BgbNmzAmzdvBH+Pj4/H3r174enpiQULFnD5BgYG2LJli6iDDlkMHDgQw4cP5+Xdv38fHh4eGDlyJK5duyYokxUevkmTJujfvz8v9HjBggWxb98+nsG7pjh9+jTq1q2L5s2bY82aNXjw4IHC54gxhqdPn2LOnDlwdXUVrBP8+uuveuUNf+bMmQKPnRcuXECVKlUwefJkhYaUX758wbZt2+Dp6Ynff/+dp6fY2dnh4MGDKFiwoEblTkxMRMuWLXl9t6GhISZOnIhnz55JnjuK8SYoryuJPRACZIZuzu5d/fXr13Bzc8PWrVsFc4Zr165xBwGys3TpUhQrVkxUe/Hx8TwHQR06dND4b0IQBKFrjHTZ+NatWxEQEICLFy/yFk4+fPiAZcuWYdmyZahatSr69euH3r17a0V5IfjExsYKNgPlMTAwwLhx4zB37lwYGxtrSTKCIHRG6YZArcHAjRzCrB0dDQz/Dyhgo1WxCIIgCEJf6dOnD6ZOncrNeQ4ePChYsFfEuHHjsGPHDu7kampqKiZPnozp06fD1dUV5ubm+PjxI8LCwnjzqZUrV+bqKTs3Dh06xEurw1MfIcTa2hqjRo0SePuRSqVKlXDx4kX8/PPPvPCb9+/fx6BBgzB06FDY29vDwcEBKSkpCA8Pz9EYyNfXFxs2bICRkfhlgtDQUCxcuBALFy6ETCaDk5MTbG1tYW5ujoSEBHz48CFH450aNWrgxIkTOg+lo228vb0RFJR5uCUmJgbnz59Hy5Yt8yy3dOlSNG7cmNtciYiIQPfu3WFhYYFy5crBwMAA7969422kmpubY9euXaJCPCkie3/g6OioV6EG9Ynsp/+zUNYY6Pz582rZ3NcUU6dORZEiReDn58fbWM7aMJLJZChSpAjs7Oy4MSoyMjLHjSRHR0dtia7XvHv3DgsWLMCCBQtgYmLCHZ6Ni4tDeHg4zzgpizZt2mDXrl2SPWF5eXnh9OnT6NKlC69/vnz5Mi5fvgwjIyM4OjrC3t6eaz8nY+zJkyerPI5JJTIyEqtWreLCQzo6OqJQoUKwtLREUlISPn36lKO3opIlS+LcuXO8UPT6QM+ePWFqagpvb2/exuexY8dw7NgxmJqawtHREXZ2doiJiUF4eLhCb1dGRkZYsWKFwKAgL5TVUwHg559/xtSpU3nPwb1799CyZUvY2tqiVKlSSE9PR1hYmOA5MjAwwPr161GtWjXRsmYfl0xNTdGtWzfRZfWBsmXLYu7cuZgzZw7OnTsHf39/jRvLWVlZYcCAAfD19UXDhg012hbBZ968eXl6q84LS0tLnD59Gj179sTJkye5/I8fP2LKlCmYMmUKChcujGLFisHIyAjh4eGIiopS6C21Zs2aOHLkiKSx98uXL9i6dSvnXdfOzg5FihSBlZUVUlNT8fnzZ7x580ZhezY2NggKCtJYuN38go2NDc6ePYs+ffrg+PHjXH5SUhJWrlyJlStXwsTEBPb29rCzs0N6ejoiIyPx8eNHhSGPDQ0NJRmafa8wxnDx4kUuZGahQoVQvHhxmJmZISoqCuHh4QIjSENDQ2zatEmpyGCrV6+GjY0N5s+fz+V9+/YNa9aswZo1a2BpaYlixYrB0tISUVFRiIiIUGgUZ2dnh0OHDqncN0jl9u3bXFQ3ExMTODk5wcbGBiYmJoiLi8Pbt29z1Pf69esnCOmsa4yMjLBv3z4MGTKEZxwWHx/P6dQ2NjYoVqwYChQogMjISERGRiI9PV1QV5kyZXDs2DGteESPiooShLFOT0+XrLtlERoamudB3Xr16sHFxYUzEDx48KDo6AbFixfHzp070aVLF6SkpAAAPn36hF9++QUjR45E6dKlUaBAAbx9+1bhus+AAQMkHc48efIkb95I65EEQfwI6HRV3NfXF+fOnUNoaChmzZolCJnAGMODBw8wbtw4lChRAu3atcO+fftydadPKM/GjRvRs2dP0RMoBwcH+Pn5ISQkBIsWLSJDPYL4kWg+E7B1Vvy3uHDgnynalIYgCIIg9JpSpUqhTZs2XDowMFDhwrs8hQoVwtGjRwWHltLS0vDo0SPcuHEDoaGh3OaIgYEB/vzzTwwaNEhpWbOHKPXy8kKlSpWUrovInaFDh6plo6VixYq4ffs2hgwZIjB8S09PR3h4OO7cuYNHjx4pNNQrWrQoAgICsG3bNpiYmCgtB2MM7969w4MHD3Dt2jU8ePBA4YKtgYEBRo0ahX///VdUiL7vjW7duvHCUMqHBc6JevXqYdOmTYJ5d3x8PIKDg3H79m2eoZ6trS2OHz8ONzc3peT88OEDTp8+zaUHDx7MC+FL/LgMHToUt27dUmj0wRjDx48f8fjxY9y8eRNhYWEKDfVKliyJ7du3U3QGBaSmpiIkJAQ3btzAkydPBIZ6RkZGmDx5Mo4cOcILnyqFBg0a4O7du+jSpYvgb2lpaXj79i1u3bqFkJAQhRu3pUuXxsmTJzFv3jydh82MiIjAo0ePcO3aNdy7dy9HQ71evXrh1q1bSnse1jSdOnXCnTt3FBrrpqSkICwsDDdv3sSLFy8UGupVr14dV65cUWqzV1k9NYs5c+Zg2bJlAh0iJiYGd+/exYMHDwTPkZWVFfbt24f+/fuLbic1NRV79+7l0j179oStra3o8vqETCZDs2bNsGPHDkG4VHWzcuVKbNmyhQz1dEC9evV44QeVxcrKCsePH8eyZctgaWkp+Ht0dDQePHiA4OBgfPjwQWA4Z2pqikmTJuHy5cuivRvlxMePH/HkyRNcv34dwcHBeP36tUJDvRYtWuDOnTtKHxj53rCyssLRo0exadMmnlf0LFJTU/H27VvcuXMH9+7dw4cPHxT2w61bt8a9e/d4fTaRyefPn3H//n3cuHEDYWFhgj3k4sWL4/Tp05LGnezIZDLMmzcPp06dgouLi+DvcXFxCAkJwa1bt/DmzRuFhnqdO3fG3bt3tW6oJ09qaipCQ0MRHByM69ev4/Hjxwr1PSsrK6xdu1bgAVhfMDExwbZt27Bz506F6ypfvnzB48ePcfv2bbx//15gqGdgYIBBgwbh9u3bWjHU0yXZw5Nfu3ZNdChcIDOM7j///CP4jpOSkrjvV37dx9DQEJMmTcKWLVskyZl9baR06dJo1aqVpPIEQRD5Eb0YYUuWLIlp06bh2bNnuHz5MgYOHAgrKysA4JT9tLQ0nDx5Ej179oSDgwOGDRuGq1ev6lJslcjyfqHKlVeYAPn78zqdPWjQIOzevRtv3rzBp0+f8O+//2Lnzp1YtmwZ5s6diwULFmD9+vXYv38/Xr58iYiICCxfvlxgZEkQxA+AiXnu4XDv7gSenc757wRBEATxgzFmzBju/69fv+Y8a+WFm5sbbt++jb59++ZoKCOTydCiRQtcu3YNv/76q9Iy3rhxgxcuxM/PT+m6iLwxNzfHxIkT1VKXtbU11q9fjydPnmDUqFF5eqWXyWTw8PDAihUrEBoaCm9vb0ntTZo0CZs3b0bXrl1Fb/o5OTlh7NixePToEVauXKl3no20hZmZGYYMGcKlDxw4gC9fvogq269fP1y6dAmNGjXKtf4BAwbg0aNHKnlo2759Oxdi18TE5IcKV0zkTdWqVXHp0iVcunQJPj4+ogxmbGxs0LVrVxw/fhyvXr2Cj4+Pzg299IFOnTqhW7dueX6H5ubm8PX1xYMHDzBv3jxJXlAV4ejoiP379+PWrVvo378/L8SVIgwNDdGoUSNs27YNISEhWt8869+/P3bt2gVvb2/RBndFihTBkCFDcPPmTQQGBio0kNAnypcvj/Pnz+Ps2bPo1q1bnmG/jI2N0bp1axw4cADBwcGoVauW0m0rq6dmL//kyRP07ds31/G9cOHCGDVqFF68eIHOnTtLauPw4cP49OkTlyY9lcgPzJ07Vy1jnYGBAcaMGYPXr19j/vz5og5UlSpVCr///jtevHiB+fPnw9TUVHR7LVu2xMGDBzFo0CC4urqK+gxWVlbo3bs3zp49i9OnT6N06dKi2/sRkMlkGDhwIF6/fo0NGzbAy8tL1EGYsmXL4vfff8fTp09x4sQJVK5cWQvS6j+TJ09G3bp189SHypYti8WLFyMkJARNmzZVud2ffvoJT58+hb+/v6jf0NraGv369cPNmzdx4MABlQ1mpbJ7924sWLAAjRs3VmjsK49MJkO1atWwZMkSvHjxAsOGDdN7fb1Pnz4IDQ3FqlWrULNmzTzlLVq0KEaMGIHHjx9j48aNsLa21pKkumPgwIGcJ1/GmGQjOi8vL7x48QKTJ0/O9Rk2MzNDx44dERwczPNCKYaIiAicOHGCS48aNUovjUQJgiDUjYwpOvqiB6SkpODQoUMICAhAUFCQwOo9a8AtU6YMfHx84O3tjVKlSulCVEIPefToEapUqcKlHz58SBMZPSQ2Nhbnz5/n0k2aNOEMdYl8wokJwI0Niv9m6QgMv0bhcAlCRdLS0vD8+XNeXrly5VTaoEtPT+edmrS0tCRvOQShBWrWrMmFHmnfvj2OHDkiqfznz59x6dIlvH79GnFxcTA3N0fp0qVRr149tXhoGzBgALZt2wYgc8P48ePH1DeoGW32v0+ePMGjR4/w7t07xMfHw9DQEDY2NnBxcYGHhwfPu5uqvH//HiEhIQgNDUVMTAySkpJgbm4OKysrODo6ws3NTesbE/rMhw8f4OLiwnlH+vPPPyUb2oaFheHKlSuIiIhASkoKbGxs4Orqinr16uVp4JEXGRkZcHV15U7c//LLL9i8ebNKdRK6o3HjxlyIMAAKPeCoCmMMT58+xePHj/H+/XvExcXBwMAAtra2KFKkCKpWrYry5cvrfLNPn3Xg7N/hu3fvEBcXB0NDQ9jZ2aFixYrw9PRUyftpXmRkZODBgwd4/PgxF2bVxMQEhQoVQpkyZVCzZk2NrNdkfya8vLwUhpVWRJZ3p9DQUERHRyMxMRFmZmawtraGnZ0datSoobde9MTy7ds3BAcHIyQkBB8+fEBSUhJMTU1RpEgRlCtXDjVr1kSBAgXU1p6qemoWqampuHr1KkJDQ/Hx40cYGBigaNGiKF++PGrVqqX0xmvTpk25NcRmzZrhzJkzStVD6AZ97n/zK+Hh4QgODkZYWBi+fv0KxhgsLCxQsmRJVK9eXaH3L2XJ8lAVGhqKqKgoJCQkwMTEBNbW1ihcuLDejPNZ+Pv78zyobdu2Db6+vqLLh4WF8YwN+/Xrl6fjDGVISEhAcHAwXr58iU+fPiEpKQkFCxaEra0tihUrhpo1a6Jw4cJqb/d7IjExEcHBwXjx4gWioqKQnJyMggULonjx4nB3d0e5cuU02n5sbCxu376NFy9e4PPnz0hNTUXBggVRrFgxVKxYEVWrVlV7Xyf1+c7qfzMyMjgnLO/fv0dsbCy+ffsGS0tLWFtbw9nZGe7u7vl+fy46Ohq3b9/Gq1ev8OXLF6SlpcHc3BzFixdH5cqVUbFiRbX3VTNnzsSsWbO49Pnz51U6OKcJxo0bhz/++ANApsHimzdvJBlxZ+fu3bt49OgRoqKikJKSAjs7O5QoUQINGjRQei1i9uzZmDFjBoDMKCOhoaH5/lkkCNJ/1Ysm9kkB3dsU6a2xXnYiIyOxY8cOBAQEcPHcZTIZt8Aok8kgk8nQsGFD9OvXD127dv1hT+kTmej6xSLEQcZ63wGpCcC6+kBMqOK/V+sJdFoP6MliDUHkR8hYjyC+H06cOMGFQpLJZHjy5AlcXV11LFUm4eHhKF26NBcuJjAwEL169dKxVN8f1P8SWUyYMAFLliwBkBlt4OXLlyovMKmL/fv3o1u3bgAyveo9e/aMDkfmY7RhrJdfoD5Y/1DWWI9QP/qsp966dQuenp5c+urVq6hbt64OJSKkQv0voU3yi7EeQSiDssZ6WVD/q37yg7FeVFQUXFxckJCQAADYsGEDBg8erGOpMklKSkKpUqXw8eNHAMD8+fMxadIkHUtFEKpD/a96+V6N9fKFD1EHBweMHz8eDx48wK1btzBy5EjBiZKMjAxcunQJv/zyCxwcHODt7S3ZZT9BEAQhkbzC4d7fA1zPwfMeQRAEQfxgtGnTBvXr1weQaSyxePFiHUv0P5YtW8YZ6lWpUgU9evTQsUQE8X0zYcIE7qDSmzdvsHv3bh1L9D+y900DBw4kQ73vjKwDr1lXfvc+RuQfnJ2dBc8foT/os566aNEi7v9t2rQhQz2CICTRv39/wfgjxTh8+/btgvIzZ87UmLwEkcWFCxcEz152Qz1C+/j7+wt+k+yGevpK0aJF4efnx6WXLl0qiGioK7Zu3coZ6hUtWhSjRo3SsUQEQRDaI18Y62XH3d0dK1euRHh4OA4dOoSOHTtyFpOMMTDGkJiYiF27dqF169ZcWBmCIAhCQzjXB2oPzfnv/0wCXlB4EoIgCIIAgOXLl3PhvwICAvDs2TMdSwRERERgzZr/Gd9nl5EgCM1QpEgRLswLAMyaNQvfvn3ToUSZHD58GDdv3gQA2NjY5IuNB4IgCEI96KOeGhwcjAMHDgAAjI2NuRBuBEEQBEEQhHgmTZqEYsWKAQCeP3+O7du361iiTK968+fP59Lz58+nyIkEQfxQ5NsdGCMjI3To0AEHDx5EeHg4Vq5cCQ8PDwD/C6HwI4f2IAiC0CrNpgO2pRX/jWUA+wYAH3W/yEsQBEEQuqZmzZoYMGAAgEz37VOmTNGxRJlGQklJSQCATp06oVmzZjqWiCB+DEaNGoWKFSsCAF6+fImNGzfqVJ6MjAxMnTqVS8+aNQtFihTRoUQEQRCENtFHPXXSpEncGv/IkSNRoUIFHUtEEARBEASR/7CwsOB5Tp45cyaSk5N1KBGwYsUKhIeHAwA8PDzIcyRBED8cMvYdWLTFxcVh79692L59Oy5fvgyZTAbGGGQyGeLi4lCwYEFdi0hoGV3HlybEERsbi/Pnz3PpJk2acKGgiHzI25uAfxsgPVXx3wu5AAPPAgULaVcugsjnpKWl4fnz57y8cuXKcZ6FlSE9PR1xcXFc2tLSEoaGhkrXRxAEQYiD+l+CILTN7du3ERMTk+PfCxQowIW+/N6hPli3XLlyhTscoAhbW1vuIDZBEN8X1P8S2iQiIgKPHj3K9R4PDw/Y2toq/FtycjIuX76ca3kXFxe4uLgoLSNBiCEmJga3b9/O9Z7KlSvD0dExx79T/6teVO1fCIL4caD+V71oYp8U0L1NkWrS6xDGGP755x9s374dR48e5ay/s7zqEQRBEFqmhCfQbjlwZLjiv39+BezzBfoeAAyNtSkZQRAEQRAEQRDEDwkZPxH6wo9iFEoQBEHoFkdHx1yNl/LCzMwMzZs3V6NEBKEctra29CzqGar2LwRBEASRnXxnrHf//n0EBAQgMDAQHz58AADOi16Wk8ACBQqgQ4cO6NevH3nVIwiC0CZufYCPT4CrqxT/PfQicGoS0HapduUiCIIgCIIgCIIgCIIgCIIgCIIgCIIgCILQMfnCWC8qKgq7du1CQEAA7t+/DwBQFL23YcOG8PHxQffu3WFpaaltMQmCIAgAaD4L+PgMeP6P4r/f3AQUrQB4DtSuXARBEARBEARBEARBEARBEARBEARBEARBEDpEb431UlNTcfjwYWzfvh1BQUFIT08H8D8velm4uLjA29sbPj4+KF26tK7EJQiCILIwMAS6bAa2tMz0sqeIExOAwuUAFy/tykYQBEEQBEEQBEEQBEEQBEEQBEEQBEEQBKEj9M5Y7/LlywgICMD+/fvx9etXAMIwt5aWlujevTt8fHzQoEEDXYpLEARBKMLMCui1G9jUFEj6LPw7Swf2+gCDzgGFy2hfPoIgCIIgCIIgCIIgCIIgCIIgCIIgCIIgCC2jF8Z6oaGhCAgIwI4dOxAaGgpAGObWwMAALVq0gI+PDzp27AgzMzNdiEoQBEGIpVBpoMcOIKADkJEm/HvyFyCwBzDwDFDARtvSEQRBEARBEARBEARBEARBEARBEARBEARBaBWdGutt2rQJAQEBuHr1KoD/GehlD3NbpUoV+Pj4oG/fvnBwcNCJnARBEISSODcA2v4BHPNT/Pfo58D+AUDvvYChXtiPEwRBEARBEARBEARBEARBEARBEARBEARBaASdWkYMGTKEF942iyJFiqB3797w8fGBm5ubjqQjCIIg1IKHLxD1FLi+TvHfX54FgqYBrRZoVSyCIAiCIAiCIAiCIAiCIAiCIAiCIAiCIAhtojdujAwNDdGkSRP4+PigdevWMDY2BgDExsZqpD0rKyuN1EsQBEEooOVc4NOzTMM8RVxbC9hVADz6aVcugiAIgiAIgiAIgiAIgiAIgiAIgiAIgiAILaE3xnoZGRk4e/Yszp7NwZBDjchkMqSlpWm8HYIgCOL/MTQCum4FNjfPDH2riL/HAoXLAs71tSsbQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRCEFjDQtQBApvEcADDGtHYRBEEQWqaADdD7L8DMRvHfM74Bf/UFYsK0KBRBEARBEARBEARBEARBEARBEARBEARBEIR20AtjvSxkMpnGL4IgCEKHFC4DdN8OyAwV/z3pMxDYE0jWTAh0giAIgiAIgiAIgiAIgiAIgiAIgiAIgiAIXaHTMLglS5YkAzqCIIgfDZfGQOtFwIlxiv/+8QlwcBDQMxAwyMGojyAIgiAIgiAIgiAIgiAIgiAIgiAIgiAIIp+hU2O9sLAwXTZPEARB6Ipag4CoJ8CtLYr//uwUcGYm0HKOVsUiCIIgCIIgCIIgCIIgCIIgCIIgCIIgCILQFHoVBpcgCIL4gWi9CCjdKOe/X10J3A3UnjwEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAahIz1CIIgCN1gaAx02w4Ucsn5nmN+wJvr2pOJIAiCIAiCIAiCIAiCIAiCIAiCIAiCIAhCQ5CxHkEQBKE7ChYCev0FmFor/nt6KvBXH+DLG+3KRRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEoWbIWI8gCILQLXblga5bAVkOQ1LCR2B3byAlXrtyEQRBEARBEARBEARBEARBEARBEARBEARBqBEy1iMIgiB0T7nmwE/zc/77hwfAoSFARob2ZCIIgiAIgiAIgiAIgiAIgiAIgiAIgiAIglAjZKxHEARB6Ae1hwLuPjn//elx4Pw87clDEARBEARBEARBEARBEARBEARBEARBEAShRshYjyAIgtAPZDKgzR9Aqfo53/PvUuD+Pu3JRBAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEoSbyjbFeeno6jh49imHDhqFOnTooVqwYLCwsYGhoKPkyMjLS9cchCIIgFGFkAnTfAdiUzPmeIyOAd7e1JxNBEARBEARBEARBEARBEARBEARBEARBEIQayBdWa7t378a4ceMQGRkJAGCM6VgigiAIQmOYFwZ6/QVsaQGkxgv/np4C7OkFDDoPWDtpXz6CIAiCIAiCIAiCIAiCIAiCIAiCIAiCIAgl0HvPemPHjkXfvn0RERHBGenJZDLIZDLJdSlThiAIgtAB9pWALlsA5NBvx3/INNhLidOqWARBEARBEARBEARBEARBEARBEARBEARBEMqi18Z6W7duxbJly8AY4wz0sv5funRpeHp6wsvLS/TVqFEj7l+CIAhCz3FtBbSYlfPfI+4BOzoDyV+1JxNBEARBEHrHt2/fUKlSJW7OuGbNGp3Kk5GRgcqVK3PyrFy5UqfyEAShP8ybN4/rG2rVqqVrcbBw4UJOHk9PT4pk8R3g7+/P/aY5XRcuXNC1mMQPwMyZM/N8FsPCwnQt5g/P5cuXud/DwsICHz580Kk8e/bs4eQpUaIEEhMTdSoPQXxvhIWF5dk3z5w5U9diEv+Ps7Nzrr9V48aNdS2ixmjcuHGun93Z2TnX8qSHEPqCr69vns8ioV1U7V90TYsWLThZx48fr1NZaA1cdfQ2DG56ejomTZrEdVKMMVSsWBHTpk3Dzz//DHNzcx1LSBAEQWiceqOBqKfAvUDFf393AwjoCHgfBArYalU0giAIQhqvX7/GvXv38Pr1a8TFxUEmk8Ha2hrOzs5wc3ODo6OjWtv78uULHjx4gGfPniEmJgbfvn2Dra0tHBwcULt2bbW3p4jExEQsX74cqampXF6bNm00ZqCRnJyMJ0+e4PHjx/j48SMSEhJgbW2NwoULw93dHa6urhppV9esWrUKT548AQCUKVMGgwcP1qk8BgYGmDt3Ljp37gwgc5G4T58+KFy4sE7lym8wxhAWFoYHDx7g3bt3+PLlC0xNTWFra4ty5crB09MTZmZmuhZTb4iJicGtW7fw6tUrfPnyBWlpabCwsEDx4sVRuXJlVKhQQa3tRUdH4+nTp3jz5g2ioqKQkJAAQ0ND2NjYwMnJCR4eHlrpZ8+cOYPLly9zaSsrK/j5+cHQ0FDjbUvl3bt3mD9/PpdeuHChDqXJZPTo0Vi5ciUiIiJw69YtbNu2DQMGDNC1WPkOfdA5tE10dDSCg4MRFhaGmJgYpKSkwNraGra2tihVqhQ8PDxQsGBBXYuZL0hLS8O1a9fw4sULfPz4Eenp6bCzs0O1atXg4eEBAwPNnLWPjIxEcHAwQkND8fXrVzDGYGlpiZIlS6J69ep6t0kVGxuLp0+f4vXr14iIiEBCQgIAwMbGBg4ODnB3d0epUqV0LKVqaHu+lJGRgVGjRnHp3377Dfb29mptQyo9evTAokWLcPfuXbx79w4LFy7E7NmzdSoTQQCZc+07d+7g+fPn+PjxI5KTk1GgQAHY29vD1dUVNWrUgLGxsdray8jIwIsXL/DgwQNEREQgNjYWBQoUQKFChVCxYkW4ubmptb3vCW2PbxEREXj27BnevHmDT58+ITExESYmJlz/XbNmTRQqVEitbSrL169fcffuXbx8+VIrOmvW/v62bdvg6+ur1rr1hfDwcNy/fx+vX7/G169f8e3bN9jY2MDW1hZly5ZFjRo1YGJiomsx8wXJycm4cuUKwsLC8PHjRxgYGMDBwQE1atRAtWrVNNautvUvVdGXtRhNEhISgkePHuHt27eIj4+HoaEhbG1tUbp0aXh4eOjd+mp8fDwePXqEp0+fIjo6GsnJybCxsUGRIkVQoUIFlCxZUm1tHTx4EGfOnAEAWFtbY9KkSWqrWxloDVwNMD3l/PnzTCaTMQMDA2ZgYMAaN27MEhMTdS0WkU94+PAhA8BdDx8+1LVIhAK+fv3KDh8+zF1fv37VtUiEPvItmbHNLRibYZXzta4BYwnRupaUIDTCt2/f2OPHj3nXt2/fVKozLS2NxcTEcFdaWpqapCV0ybZt23j6j5eXl9J1nT9/nldXqVKllKonPDycTZkyhbm4uPDqU3RVqlSJzZ8/n33+/FmpttLT09nZs2fZmDFjWJUqVUS1t2bNGpaQkKBUe3mRnJzMWrRoIWjX2tqa3bp1S23tPHjwgM2aNYs1bNiQGRsb5/qZixYtyiZNmsTev3+vtvZ1zcePH5m1tTX3GQMCAnQtEkfNmjU5uUaMGMEYo/43Lz5//sy2bt3KunfvzooUKZLr82xsbMw6duzILly4oBXZ5PvFrGvatGkq19WhQwelZEpMTGSrV69mtWrVYjKZLNfvy8HBgY0aNYqFhIQo1dbHjx/ZH3/8wTp27MiKFSuWZx8LgFWuXJn9+eefGutnT548yUxMTATtent7s/T0dI20qQq9e/fmZGzatKmuxeFYtWoVJ5e9vT2Lj4/XtUgaQ119sL7pHNmR1wcVXefPn1eq7sjISDZ79mxWtWrVPNswNDRk7u7ubPHixWrVO06dOqXyZ5IvGxoaqrQ8qtT1+vVrNnDgQGZpaZnj92hvb89mzpyptmcnJiaGLViwQNRzW7p0aZX0xhkzZuTZRm7fV0JCAluzZg3r0aMHc3Z2FjXuODs7s1mzZrHoaGnrQ2JkBcDMzc2Zk5MTq127Nhs5ciQ7dOiQynNzbc6X5Nm4cSNXt42NjUbXZaX0v8eOHePkMjMzY2/evNGYXIR+UapUKbWMV4wx5uXlxatr27ZtkuvIyMhghw8fZu3atWOmpqZ59g/du3dnZ8+eVVrmiIgItnr1ata+fXtmZWWVa3sFChRg3t7e7M6dO5LaCA0NzbOvmTFjRq515KRrbNmyRfJnlq/Lz89Pch2MaXd8CwsLY/PmzWOtWrXKc86addWqVYtt3rxZ8pgh/07IX3mt+6Wnp7PTp0+zYcOGsYoVK4oaZ9Sps6ry/sm/w/JXXuuUquohufHq1Sv2+++/s7Jly+bZhomJCatfvz5bu3atZP0kN9avX6/SZ1LUFyiLqnU9evSIdevWjZmZmeX4PTo7O7Ply5errHdloU39q1+/fnm2kRvaXIsRI6tMJmOWlpasRIkSrFGjRmzs2LEsKCiIZWRkKPX9ZPHs2TPm5+fHHB0d82zf09OTrVq1Sum+StX+hTHGrl27xiZOnMg8PT2ZgYFBrvWVKFGCTZ8+nX38+FEpebNISUlhpUuX5uqdPXu2SvWpE0Vr4OpGE/ukjOnepkhvjfXWrVvHZDIZZ7D37NkzXYtE5CN0/WIR4iBjPUI0cVGM/Vk5d4O9NXUz7yOI7wwy1iPEok/GeikpKWz69Om5LrTkdFlZWbEVK1ZIMrQ4depUnpP5nK5y5cqxGzduSPyGcic1NZX9/PPPObZZqFAhdv/+fZXaePfunaiF6Jy+4+3bt6vp0+qW8ePHc5+rZMmSalu4Uwd79+7lZDMxMWGvX7+m/jcXhg8frtDwSszl4+Oj8blETsZ6lpaWkhfc1GGst3v3bubg4CD5uzI0NGTDhg2T/H0FBQUp9dsAmRtily5dkvwZc+PcuXOsQIECObY5ePBgtbanKg8ePOAt4P7zzz+6FokjMTGRt9G4YMECXYukMdTRB+ubziGPvD44fvx4FhQUxLukbjQlJCSwiRMnKqXXZfU7AwYMYOHh4Sp9tri4OFayZEmFbeQ3Y70tW7bkafiR/XJxcVFJd0xPT2erVq3iHXAQe5mamrJp06ax5ORkSW2+fPlS8Oy1bNlS9Pf1/PlzpcedokWLsgMHDoiWVayxnqLLyclJqcMi2p4vyZOcnMxKlCjB1Tlp0iSl6xKDlP43IyODN88ZMmSIRmUj9Ad9Mta7ffs28/DwUKpfaNq0KXv+/Lmk9tq3b5/nZr+iy8DAgI0bN46lpKSIakfeqKZly5aCvvrly5e51pGTsV6pUqVEy5FTXVKN9XQxvm3atEnpMaNGjRrswYMHotu6fPmy4PfJXl9u6376oLMq+/4xJnyH5b+Hy5cv51pefmxfunSpoI6kpCRJMn369IkNGjSIGRoaKvW9mpqasnHjxrEvX75I/j6y8/bt2xwNevObsd6cOXMk9X3u7u7s9evXSsuqC/3r0aNHgmevWrVqor8vba7FiDHWy+kqX748O3nypKTvhjHGYmNj2fDhw5V6r+zt7VlgYKDkNm/duiX4Tezt7bl6c9sHCQ4OFmXkqehycHBQ6jvKYs2aNVxd5ubmajUAVhVFa+Dqhoz1tMz8+fM5Q72yZcvqWhwin6HrF4sQBxnrEZL49IKxPyrlbrC3ypOx2AhdS0oQaoWM9Qix6IuxXkREBKtdu7bCSalMJmN2dnasRo0arEqVKqxQoUI5TmDbtm3LYmNjRbWZ3SuQ/FWoUCFWqVIl5unpmeMGb4ECBdjFixeV/Lb4pKWlsW7dugnakDdCsre3Z0+fPlW6nQcPHuT4mc3NzVnZsmVZrVq1mKura44LHosXL1bLZ9YVkZGRrGDBgtznWbZsma5F4pGens7KlCnDyTdo0CDqf3Mhp80wQ0NDVrx4cebh4cGqVauW40ZMrVq1WFxcnMbky8lYDwAbO3asSnVJMdZLTU1lAwcOzFEWa2trVqFCBebh4cEcHR1zfP/LlSsnqQ/KaYG4SJEirHLlyqxOnTqsWrVqzNbWVuF9ZmZmajNQu3r1KrOwsMi1jwXAxowZo5b21EHnzp05uWrUqKFrcQTMnDmTN26KHX/zG+rog/VJ51CEvD6ozOZodkJCQlilSpVy/MwFCxZkzs7OzNPTk1WoUCHXzXJzc3MWGRmptCwjRozIse78ZKw3f/58hZ/BxsaG1ahRg1WrVk2ht71ChQqxR48eSZYxNjaWtWvXLsfvztbWllWuXJnVqFGDFS1aNEdPrbVr12YREaqtt8hvACpjrGdjY8MqVqzIateuzapXr86KFi2q8D4DAwPRz78qxnpZ14ABA0R7FNHFfEmelStXcvWYmpqq9G6KQWr/6+/vz8lnbGys0ntK5B/0xVhvw4YNOXqtL1CgAHNxcWGenp6sVKlSOR42srCwYEeOHBHdZuHChRXWY2xszEqVKsVq1qzJqlSpwpv/Zr/at28vaq1Q3qimX79+omXMIjcvvqtWrVKpLinGeroa33Iy1nN0dGRVq1ZlderUYVWqVBHMV7KP58HBwZK+p+xkryu3dT9t6axRUTk7T8jr/fv27RuLiYlR+Df5d1gq8mO7Kv0JY4z9999/zMnJKcfv1NLSkpUpU4bVqlWLlStXLsffH8icQ6tCbs99fjLWGzx4cI7fj7u7O6tcubLCA3qlS5dW6hCQPuhfWUh5vrW5FqOKsV7WNXPmTNHfw9OnT1n58uUV1mNgYMAcHByYu7s7q1ixIrOxscmxzYEDB7LU1FTR7Soiuw6S2z5Idg/Q8pe1tTVzdXVltWrVYi4uLgrHHQMDA7Z7927J8iUlJfH6IGU90WoKRWvg6oaM9bTMqlWrOGO92rVr61ocIp+h6xeLEAcZ6xGS+RzK2LIquRvsrXRn7Ov3E96PIMhYjxCLPhjrRUZGKpxkOzs7s2XLlikMM/Lq1Su2YMEC3gm2rKt+/fqiwvFlX4SUyWSsRYsWbMuWLQpPhL9+/ZqNHTtWYMBiZWWlcpi2jIwM5uPjI/gcCxYsYMHBwYLP6OTkxF69eqVUW/LGelWqVGGLFy9mt2/fFpzy/Pr1K1u9erXCDYBjx46p9Jl1yZQpU7jPUaBAgRwXeXXJwoULORlNTEzY+/fvqf/NgezGejY2Nmz48OHs77//FiyCpqWlsfPnz7OGDRsKnucuXbpoTL7cjPUKFCggqf9Q1lgvLS2NZ/SVdZmbm7OJEyeye/fuCcp8/vyZbdmyhbm5uQnK2dvbsydPnohqOygoiMlkMla7dm02bdo0dvr06RxP8T58+JCNGjVK0M8WLlxY5bAft27dEhgDubq6slevXrFhw4YJPuPkyZNVak8dPHv2jLdIu379el2LJOD9+/e830vfjJ/VhbqN9XSpc+SEOo317t+/z+zs7ATvVbFixdicOXPY7du3FRonffjwgW3ZsoW1a9dOsEGhrMHN5cuXuboMDAwE3jDyi7HeiRMnBN9J5cqV2cmTJ3nPY2pqKjt8+DBvwyOrv5PiBSY+Pp7Vq1dPIKednR2bN28ee/HihaBMREQEW7lypcLQbq6urioZdSljrFelShU2fvx4dvTo0RzbfvXqFZs2bZpgQ9fExETUOCe/oa/I01RQUBA7cOAAW7x4MWvUqJFCfWDq1Kl5tqWr+VJ20tLSeBuSPXv2lFReGaT2v0lJSbxNZ33bkCQ0gz4Y6/3555+C90wmk7G+ffuyoKAgwbObkpLCjh07xjp27CgoZ2hoyPbt2yeq3exzdXt7ezZ+/Hh29uxZQZ+fmprKjh49qjAkvZgDRJo21nNwcJAUllBZYz1djm+bNm1ihoaGrEmTJmzu3Lns0qVLCve10tPT2Y0bN1jfvn0F7ZUvX16yR78sstcj1lhPJpOxJk2asFWrVimMYqesznr27FlmYWGRo7ex3N6/mzdvsurVq7O+ffsqrFufjPXOnj2r0FC2XLly7I8//mCPHz9WWO7169ds1apVrHHjxoKyyrJr1y6uDnNzc6X1Wl0b6ykK41uvXj125coV3vwiMTGR+fv7C3QgqWve+qB/ZUeqsZ621mLkdXVvb2+BPnz69Gm2b98+Nnv2bObu7q5wLNi8eXOebT158kThoZtq1aqxjRs3sk+fPin8fFOnTlV4sKlz584qrbEqa6xXp04dtnr1aoWHqiIiItjUqVMF/YexsbHkMPbyhuKqOADQFPJr4Oo+DETGelrmzJkz5FmPUBpdv1iEOMhYj1CKmDeMLa+eu8He8uqZ9xHEdwAZ6xFi0bWxXnp6OmvSpIlgsjxixAhRCxjR0dGsZ8+egvK+vr55ll21ahUzMTFho0aNEr0wdebMGUH4MR8fH1Flc2LIkCG8+gwNDdmWLVu4v7948ULgKt/Z2Zm9fftWcltZxnpt27Zl//33n6gyb968YaVLl+a1X6ZMGZVPH8oj//xowhNGUlISL2yjt7e32ttQB5GRkczIyIiTc/r06XrT/2rjd5KCh4cHc3Z2Zps3b2aJiYl53p+WlqbwJPa5c+c0Il9uxnoA2NChQ5WuS6yx3vTp0wXtenl5sbCwsDzLpqWlsQULFghCzFSsWFHU9/3x40f27t07UXJmcfr0aYG3kQkTJkiqIzv3798XGB17enryFp0VeUeaO3eu0m2qg5EjR3KymJub663XuuweGsqUKaNSeEV1k33hfMaMGUrXoy5jPX3QOXJCXcZ6X758EegMMpmMTZkyRdLGVHBwMC/0qTJjTXJyMnN1deXqGDVqlEoGHfJ9hLaM9dLS0gR6YL169XL1Cvvp0ydWvXp1XpklS5aIlk/RIZKuXbuK2qxLTExkY8aMEZRv2rSpaA9y8kgx1ouPj5ccRjI4OFjgVaR79+55lpMfO8QYr5w8eVLQlrGxca4HcXQ5X8rO/v37eeXPnj0rqbwyKNP/Zh8/rays9Hb8JNSHro31zp49KzCoLlmypGiPuEePHuXNUYHMQz1ijIYLFy7MqlSpwvbt2ydqzS8pKUngXcvY2JiFhITkWk7TxnoA2MKFC5WuS6yxni7Ht7dv3yo0IsmN7N5Cs661a9dKqiML+blgTmTprCNHjmT37t0T1f9K1VmzeymrXbu2IMSvovcvPj6e/frrr5wxkUwmUxgaWF+M9cLCwgTjvYmJCVu+fLmktbTz588zT09PpT8PY5lz8ux9zB9//KG0XqtLY70vX74IDuB17tw5174vNDSUlShRgldGrDG0vuhf2ZHyfGtzLUZeVxcz996+fbug3yhcuHCu+/2JiYmsQoUKvDIymYzNnj1b1Bj49u1b1qxZM8FvIsWrnzxSjPUMDAxY375987Q9ydJ///33X0E/0qhRI0nyZTfSb9iwoaSy2kJ+DVyV30MRZKynZZKTk5m1tTWTyWTM0NCQffjwQdciEfkIXb9YhDjIWI9Qmq/vMz3o5Wawt6xKpic+gsjnkLEeIRZdG+tlPz2VdU2cOFFSuzl5pstrAeb27duijFXkWbFiBa8dU1NTpcNoyi/2mpmZscOHDwvui4iIYDVq1ODdW758ecmnzSIjI9mVK1ckyxkcHCww1jl9+rTkenJDG0ZgAQEBGv0M6qRNmzacnMWKFWPR0dF60f/qm7He8ePHWUpKiqQyaWlprGbNmrzP0bt3b43IJ/99ubu78xYk89qgz60uMcZ6V65cEZyObtKkiSQPS4wpDts0fPhwSXVIYeLEiby2XFxclKrn6dOnghPtLVq0UNhnr1mzRtDP6cpTXEJCAu/Ut6aeT3Wwd+9e3nd28uRJXYvEoU/Gevqgc+SGuoz1unbtyqvHyMiIBQQEKC3XunXrlA5lOWnSJE6O4sWLs9jY2HxprBcYGMi718LCgr15k/chwydPnvA22/La/Mrir7/+EsjXp08fyYa4U6dOFdSzePFiSXVkIcVYT1nkPbWYm5vnOVYqY6zHmOKwZLl5ttLlfCk7TZs25co5OTkpbXwpBWX63xs3bvA+47p16zQuJ6FbdGmsFx0dLQhxWaxYMYWec3Pj9u3bAiMUNze3POc5hw8fltw/x8fHs+LFi/PaysurtCaM9erWrctLFypUSPQ+jzLGevo4volB3tinadOmStWTvY7c1v2ydFap/a8UnTUkJIS1bduWu9fY2JhNnTqV8xoo//6dOnWKOTs7c/klSpRgu3btUli3Phjrffv2TfB8m5ubs6CgIMl1MZY5hk+bNo3JZDKlyvfq1YuTw8PDg6WlpSmt1+rSWG/+/Pm8e7P0+7w4d+4cr5yrq6sofUJf9K/sqPp8i0GZtRhljPUYU7zOlFtY9KFDhwrul6rnJScns+bNm/PqMDIyEn2gXR6xxnohISGibU6y97/ZvWJmXWIPJl26dIlXbuPGjaLK6QL5NXB1HgL9Xo31DKCnmJqaYsiQIQAAxhjWr1+vY4kIgiAIvcGqGOB7ArCrkPM9X94A29oA0S+1JxdBEMQPytu3bzF9+nReXseOHbFgwQJJ9chkMmzduhW1atXi5Q8bNgyJiYk5lnN3d0epUqUktZVVr7W1NZdOSUnBhQsXJNczZcoULF++nEtbW1vjn3/+QYcOHQT3Ojg44OLFi/Dy8uLynj17hubNmyM6Olp0m/b29qhXr55kWWvUqIFWrVrx8v755x/J9eianTt3cv+3tbVFkyZNdChN7nTq1In7f3h4OC5duqRDafSXtm3bwsTERFIZQ0NDTJgwgZenree5RIkSGDp0KJf+9u0bZs6cqZG2GGMYNGgQ0tPTee0fOXIEZmZmkuoaOHAgxo4dy8tbu3Ytbty4oRZZ5enbty8v/erVK6SkpEiqIzQ0FM2aNcOHDx+4vB49euD48eOwsLAQ3D98+HDs2bOH9zz9+uuv2LBhg0TpVefIkSOIi4vj0p07d9a6DGJp3bo1TE1NuXT2fpb4H7rWObTB0aNHsX//fl7e3Llz4e3trXSdQ4cOxblz52Bubi6p3N27d7FkyRIuvWbNGlhaWiothy45cuQIL+3j44MSJUrkWa5ChQro2rUrl46OjsaBAwdyLZOYmIjhw4fz8jw8PODv7w8DA2nbAXPmzEGXLl14eVOnTsW7d+8k1aMtevXqxfuMCQkJePPmjUbaat68OVq0aMHLO336tMJ7dT1fyuL9+/e8vqdTp06QyWSSZNAWNWvWRPHixbl0fh6XEhISEBAQwJsXaILr16/D19cXFy5cAGNMo219b0yZMgXv37/n0oaGhjh69ChcXFwk1ePu7i54VoODg3nrBYro0KGD5P7Z3Nwco0eP5uXpYm5fq1Yt3trH58+f8ccff2ikrfw8vsnPi548eaKRdrLQhs5avnx5HD9+HKdPn0aVKlXw7ds3zJ07F9WrV+ete3z69Ane3t5o1aoVwsLCYG5ujtmzZyMkJAS9e/eWLKO2WLt2Lf777z9e3pYtW9C8eXOl6pPJZJg9e3aeepwijh8/jt27dwPI7J82bdoEQ0NDpeTQNfI68ejRo0Xp902aNOGtg4aEhOS5vqYv+pcuUMdajFh++eUXuLq68vJy0omvX78usPnx8/Pjra+JwdTUFIcOHeL1c2lpaRg4cKBGdaDy5cujcuXKksu1adMGlSpV4uWdOnVKVNnseoWBgYHC/QZ9QX4N/Ny5czqUJn+gt8Z6ADBt2jSULVsWjDEsWrQIV69e1bVIBEEQhL5gaQ/4/g3YV8n5ntj3mQZ7H59pTy6CIIgfkNWrVyM1NZVLW1hYYOXKlUrVZWhoiHXr1vEWnT59+oSAgACV5ZTH2NgYderU4eVJ3cybO3cu5s+fz6UdHR1x6dIlNGrUKMcyVlZWOHXqFG8C+/DhQ/z000/4+vWrpPaVoWHDhry0pjYwNUVUVBTOnj3Lpdu0aQMjIyOl6wsNDcXx48exdu1aLFiwAEuWLMGWLVtw5swZxMfHqyxv+/bteZug8gYQhGrIP8/R0dFaWyydNGkSz/Bk586dGtl0OXXqFB4/fszLW7FihdIGKzNnzuRtfgPAn3/+qbR8uVGmTBlBnhTD5Hfv3qFp06a8zdORI0ciMDAwV+PObt264cSJE7zvaNiwYdixY4fottVBYGAg938TExOBsbQUvnz5gsuXL2PLli1YunQp5s+fj7Vr12L//v14/fq1yrJaWFigWbNmXPrw4cN6u/GQH1GHzqEtFi9ezEt7enpi3LhxKtfboEED2NnZib4/LS0Nv/zyC9LS0gAAXbp0Qfv27VWWQ1dcvHiRl5byWX7++Wde+uDBg7nev337dl5fa2BggPXr1yutL61YsYJnHJ2amorVq1crVZemsbKyEjxnnz590lh77dq146UfPXqEjIwMwX36Ml/as2cPTz51bPaFhIRgz549WLlyJRYsWIBNmzbh77//VnleI5PJeO/J1atX1TLeaQvGGC5evIj+/fvDwcEB/fr1w/nz5zXaZlJSErZv344mTZrAxcUFM2bMwKtXrzTa5vdAdHQ0tm/fzssbMWIEPDw8lKqvXbt26NixIy9v1apV3HimTvRlbj9nzhzenHfZsmWSdH6x5OfxTX5epMmxSRWU0VlbtGiBu3fvYu3atbCzs0NISAgaN27M/X3ChAnYuXMnZDIZfHx88OzZM0ybNg0FChTQxEdQC+np6YI5cufOndGjRw+V65ZquB0bG4thw4Zx6TFjxsDNzU1lOXRBQkICbt++zcvTpE6sL/qXLlB1LUYKMpkMbdq04eU9ePBA4b3y75WTkxPmzJmjVLsWFhZYsWIFL+/Ro0d6eyi9QYMGvLSYMfvbt2/Yt28fl65bty6KFi2qkhyJiYk4ffo0tmzZgoULF2L58uUIDAzEvXv3VKoXEK6BZ18TIxSj18Z6FhYWOHnyJEqUKIGkpCS0bt0aW7dupVNBBEEQRCbmRYB+xwCHajnfEx8J+LcFojR7Wo0gCOJHJTExEZs2beLlDRo0SJSnkJxwd3cXbBytWLFCI/MAW1tbXlrKptKyZcswbdo0Ll22bFlcuXIF1arlMi79P2ZmZti3bx8GDhzI5d2+fRtt2rRBQkKCaBmUQZXPrA+cPHmS52FMqle95ORkHDhwAH369IGjoyNcXFzw888/Y8SIEZg8eTImTJiAgQMHokWLFrCxscFPP/2kkvejokWL8k5PBgUF0ZxWjcg/z4D2nml7e3ueN4uMjAxen6Au5D1xuLm5qeSZxcLCQuCR8MCBA3j79q3SdeZEcnKyIM/GxkZU2cjISDRr1gxhYWFc3qxZs7Bq1SpRnjOaNWuG8+fPc0YbjDH0799fawazycnJPMPiWrVqSfYqFhwcjN9//x1ubm4oVKgQGjZsiIEDB2L8+PGYMmUKRowYgW7dusHZ2RllypTBypUrkZSUpLTM2fvThIQEvfX8ll/JD+Pv9evXceXKFV7etGnTdOK5Y+nSpbhz5w6ATK/Fq1at0roM6uLbt2+IjIzk5VWvXl10efl7z5w5k+O7zhgTbFp16NABNWvWFN2ePE5OThg8eDAvb9OmTXpr0Cs/9ogdd5RB3utWRkYGYmJieHn6NF86fvw4938TExPUr19fqfZTUlKwdOlSlC1bFhUqVECvXr3g5+eHyZMnY/DgwWjXrh2KFCmC5s2b4/Lly0q1AfDHJcYY/v77b6Xr0hahoaGYOXMmypQpg8aNG8Pf318tB4CkEhYWhtmzZ6Ns2bLw8vLC1q1bed5+if+xceNGXp9qbGyssk4/e/ZsXvrdu3ca0UH1RbeoWrUqevbsyaXj4uIke67Ki/w+vmlzbFIVZZ4rQ0NDDBs2DM+fP8fYsWNhbGzM/Y0xhvr16+PGjRvYvn07ihUrpnaZ1Y2iA1Ga8qSfFxMmTOA8Pjo7Owv6l/xEeHg4z3DZzMwM5cuXF11eXic+evRojvfqk/6lC1RZi1EGeZ1YkUHy27dvBQaWEyZMUMlzeocOHeDu7s7Ly8ubra6Q//7F9K1Xr17lzS1UiSxz7949dOzYEYULF8ZPP/2EgQMHYtKkSfj111/Rp08f1KhRA8WLF8f06dOV1l3l18BPnDihl++HPqHXxnpApuXvzZs30bJlS8TFxWHQoEEoU6YMxo4di127duH06dO4dOmS5IsgCIL4TihYCOh3FCjmnvM9CVGZBnuRik9zEARBEMpz7tw5wYZU//79Va7X19eXl3769KnAs5Q6yO6tCQAKFy4sqtz69evx22+/cWl3d3dcuXIFpUuXFt12VuiKyZMnc3lXr15F+/btFS6qqAtlP7O+IH9CMntIYTE0aNAAXbt2RWBgoGDjXJ709HScPn0aTZo0wciRI5X2hpBdxqioKNy/f1+peggh8s8zoN1nesKECbwFt4MHD3LGJeogNjYWZ86c4eWpo4/t3bs3zzNdWlpargvdynL9+nVeukKFCihYsGCe5aKjo9G8eXM8e5bpITvLa4Z8CJu88PDwwOXLl+Hs7Awg853u3bs3z1hBU1y6dIm38Su1r1q9ejXc3d2xePFi3L17N88FzlevXsHPzw81a9bEixcvlJJZXkaxYVkIceSH8Vd+88TJyUngJUEbPHv2DLNmzeLSCxcuhKOjo9blUBeKvFgUKlRIdHn5ZyU5OTlHT66PHj1CSEgIL08Tuvnnz5817iVMGUJCQngbXxYWFpI2gaWS3RghC3l9UV/mS/Hx8bzIRZ6enkp5NXr06BEqVaqE8ePH4+XLlznel5aWhrNnz3KG5t++fZPclry3cn0dl+Li4rBt2zZ4eXmhTJkymDVrFkJDQwX3qeINXAyKDKsZY7h06RJ++eUXODg4wMfHB2fPnqWN02zIh6T8+eefUaRIEZXqrFq1qsB4QJnQl3mhT7rF7Nmzec/42rVrER4errb68/v4Jj8vUtZzozZQ5bmSyWQKw6vnlK+vyOvEtWvXRtWqVbUux8WLF7Fx40YuvW7dOlHzaX1FXie2tbWV9FzIP4tv3rzB58+fFd6rL/qXrlB2LUZZ5HViReunR44c4eWbmJigT58+Krct/5sEBQUhNjZW5XrVjfyYKKZvVXUNHMjUBX///Xe4u7vjyJEjue45vH//HnPmzEG5cuWUPnCTXcYPHz4gODhYqXp+FPTeWA/ItMJcunQpKlasCMYYwsLCsHz5cvj4+KB169Zo0qSJpKtp06a6/kgEQRCEOilgC/gcBorXyvmexGjAvx0QTooBQRCEOpGfuJUrV04tC1itW7cWbB7Je3pRlYSEBIFRjZjNvICAAAwfPpxLN2nSBBcuXFDaDf28efOwYsUKboHq3Llz6Ny5My9Ugzr5999/eWlNbmBqguzy29jYoGzZspLKK1qUKFasGKpUqYI6deqgatWqsLa2FtyzZs0awal7scgvxGffKCVUQ/55LlWqVK7hUdWNjY0NLzwkYwxTp05VW/1Xr14VhNPr0qWLyvUWLlxYsMin7j42IyND4FGjX79+eZb7+vUrWrZsiUePHgEATE1NsXfvXgwZMkQpOcqXL48rV65wY9O3b9/QtWtXgRGkupF/NqV6/VDUV1laWsLV1RW1atWCu7u7Qq8Ajx8/RsOGDREVFSVNYGR6Ksi+yUqHXdWHsjqHtpF/btu2bat1r3qMMQwcOJB7B+rXr6/0+68vKPIGmt1LcF4oMnLKyVhPXjcvUKAAWrduLbqtnKhatSrKlSvHy1P3uKEO5s6dy0v36dNHowZSigxR5A0x9WW+dP36dd78QhlvVLdu3ULDhg0FoVWNjY1Rrlw51KxZU6HHJH9/f/Tq1Uvy/KZo0aK8sU6+j9IljDGcO3cOPj4+cHBwwIABA3Dp0iWFRnAeHh5Yvnx5ju+tumjYsCHu3buH3377DQ4ODoK/JyYmYseOHWjevDmcnZ0xdepUPH/+XKMy6Tvx8fGCsG/q0LUV1aOJPlOf5vZly5blGUwkJSUJ+mRVyM/jW1JSkiD0o5h5kS5QVmfNyMjAxo0bUbZsWSxdupSnu8hkMly+fBmenp7o378/IiIi1C63upF/t9QRNl4qSUlJGDRoEDeu9OrVC61atdK6HOpEXieWog8DqunE+Wm9WlWUXYtRBTGGaPK/iZeXl1qMzOXH24yMDFy7dk3letUJY0zwnIjpW1VdV2KMwdfXF4sXLxasLRYpUgTu7u6oWLEizMzMeH+LjIxEy5YtlQopLL8GTutKuaP3xnopKSkYOnQoatSogadPn3LW94wxlS6CIAjiO8PMGvA+CJTKJYRH8hdgewfg3S2tiUUQuiQjPR1foz4Ir48fEPfpI3d9/ajgHrokXRkSFxe+J+Qnmuo6HWxkZCQIb6DuxY+9e/fyQs5aWVmJCgXl4+ODjIwMbm5x7tw5lVz2A8Do0aN5dZ44cUIjBkcvX77ExYsXeXm68JijLFFRUVz4DwCoXLmyUvWULFkSY8eOxdmzZ/H161e8f/8eDx48wH///Yf79+8jJiYG9+7dw7Bhw3hGCtu2bcOhQ4cktye/IEinCtXH1q1beWldPM9jxozhGeuePHlSbf2VfD0ODg5qCxsk31+rs4/98uULevfuzetvKlSoAD8/vzzLWltb4/bt21x/mJycrPKmabFixXD//n1enc2bN1epzry4ffs2L12lShXJdZiamqJ79+4ICAjA69evERsbi6dPn+L69eu4ffs23rx5g0+fPmHdunW85yIyMhKDBg2S3J6JiQlvwfjRo0ca9fT6I6GszqFNkpKSBM+tKqHllGXdunXcpoSJiQk2btyYrzyxKEKRFz0pBrWK7s1pY1K+L5c3wlUFTY4bqpKcnIwxY8Zg586dXJ6dnZ3GQ8XJhwsvXry4wLOIvsyXVB2X4uLi0K1bN56XmoIFC2Lx4sWIjIzEs2fPcPPmTbx//54Ls5Wds2fPYv78+ZLaBPh69JcvX5T2HqsuXrx4gWnTpsHZ2RnNmjXDjh07FIbMLFGiBCZOnIhHjx7h1q1b8PPzg52dncblq1atGv744w+8e/cOJ0+eRK9evRR6UHzz5g3mzZuH8uXLo0GDBti0aZNeeqHRNNevXxd4/1HXOypfT0REhEKPi8qSnp6OgIAAXp6u5/bTp0+Hqakpl968ebPaPnN+Hd/ev3+Ptm3bch7DAaBx48bo0aOH2tpQJ8rorOfOnYObmxuGDBmCjx8/onz58jzvhIsXL0afPn3AGIO/vz/Kly+P+fPn6+084+XLlwKDQl3oxDNmzOAMqgsVKqS3oT2lIK8Tx8TESPK8q4pOnJ/Wq1VBlbUYVZDXiRVFntHUb1KsWDHBIQV9+k2ATEPF7OOhTCbL0/g2IyMDd+/e5dJOTk6SQxmvXr1aoCs0bNgQV65cQVRUFG7fvo3Hjx/j48eP2LRpE+8dTUpKQu/evSV7yZVfA791i/bjc0OzfrdVJCUlBT/99BP+/fdfMMa4hRkytiMIgiAUYmoJ9NkH7O4JhOZgrZ/yFQjoCPTdD5Sso1XxCELbxEV/wuZRv+hajB+Cgau2wLqova7F0AlPnz7lpd3c3NRWt5ubG+8knDo9ESQmJgo27/r06aMwlNX3xKRJk3jzqUqVKsHT01OHEklDPnysq6ur5DrWrVuHevXq5eopSCaToVq1ali7di06deqEn3/+GSkpKQAyQ/F16tRJUpsVKlTgpR8+fChZbkLIiRMnBCc05cNfaANzc3NMmjQJv/76K5c3ZcoUwWKlMmi6j83OmzdvkJiYKDo0ysWLF3kL64mJiYiIiMC1a9dw6NAhXhjC8uXL49SpU0qF28uvZO+vjI2N4eLiIql869at4ePjk6fX1sKFC2Po0KHo0aMHWrRowRljHD16FI8fP0alSpUktVuhQgUujE9aWhoePXqk12G68gP5Red49eqVwOuVOvscMbx9+xYTJ07k0r///rvkZ1gqV65c0bjxj5GREUqUKIG3b99yeTdv3kSpUqVElVe0wfHhwweF92p63NizZw+X1rSXMHmuX7+OuLg4Lp2cnIyoqCjcunULBw4c4G3gOjg44MSJE0p7vhbD69ev8ddff/HyFEX00Zf5kqp69OTJkxEWFsalra2tcf78eYWfp1q1ajh06BCmTp2KefPmcfmrVq1Cp06d0KBBA9HtVqhQASdOnODS9+7dk+xZW1ViY2Oxd+9e+Pv757r5a2FhgS5dusDb2xtNmjRR6FVTWxgaGqJVq1Zo1aoV4uLisG/fPgQEBCj0/nflyhVcuXIFfn5+6NixI3x9fdG8eXOdyq8t5N9Pc3NztXmnU/RuPHnyRKEBgzJs2LCB5+XS2NgYvXv3VkvdylKiRAkMHToUK1asAJDpBWvmzJnYvn27ynXr6/iWlpYmmPfFx8fj3bt3uHz5Mo4ePYqkpCTub3Xq1MHBgwf18iCCVJ315cuXGDduHA4fPgwg8xmcMGECpk2bxjPaLFKkCHbu3Im+ffti2LBhCAsLw5QpU7Bp0yYsWrQI3bt319hnUgb5Zw3Qvk58+/ZtnjfGJUuWaFSnAaC05/mcdFJFZB1qyFpH+PbtG+7duyfaGFKfdGJNrVeLQd/WYq5duyZYm5PXiRMSEniHrwH1/yYnT57k0tr+TXIjIyND0Le2atVKoRfk7Lx69Qrx8fFcWqru/u7dO/z++++8vH79+mHbtm2CMcjCwgIDBw5E8+bN0aBBAy4c+ufPnzF8+HCunxeD/Bq4vAdjgo9eG+tNnz4dly5d4nnTMzAwgKenJ6pUqYLChQvn69jsBEEQhAYwMQd67wX29AZenlN8T2ocsKMz0Gcv4Cx+gZAgCIIQ8uXLF17a0dFRbXXLT1o/f/6strrHjRvH22wyNzdXa+hKfWTv3r3Yt28fL2/+/Pl6uUicE/Kn8osXLy65joYNG0q6v0WLFhg/fjwXwufGjRuSDWAsLS1hYWHBLbLIL1AR0vn8+bMgLGLHjh1Rq1YtncgzbNgwzosJkLl4evr0abRs2VKleuX7PU32sVntiV1n6dChA28RWBHW1tYYPnw4Jk+eDAsLC6XkzI+kpqbyTh87OjpK3vCW6jnU1tYWu3fvRoUKFbjwJv7+/li8eLGkeuQ9N4aFhZGxnorkF51DkZ6l6U1BeYYOHcoZY7m6umLKlCkab7Nv374abwPI1D8CAwO59J49e9C1a1dRZXfv3i3Iy75xkx1tjhvZPaxpgyFDhuS52WNmZgZfX1/Mnj1bo17MIiMj0bFjR+4wRxY+Pj6Ce/VlvqSKHv3lyxeBN+MtW7bkuck6d+5c3Llzh9s8zcjIwNq1ayUZ6ykal7RBRkYGzp49C39/fxw6dIhnbJMdQ0NDNGvWDD4+PujUqZNe7ldZWlpiwIABGDBgAN68eYMdO3Zgx44dCAkJ4d2XlJSE3bt3Y/fu3XBycoK3tzd8fX2VOiCVX5B/Z+zt7dU2P7azs4OBgQEv7Jy61jRevnzJM24HgBEjRig1P1Y3kydPxubNmznvbDt37sTEiRNRsWJFlerV1/EtPj4eLVq0yPM+e3t7jB07FmPGjNG7AxtZSNVZe/fujRs3bgAAateujU2bNuUaZrRVq1Z4+PAhpk6dilWrViEsLAw9e/ZExYoV1RKeVF3IP2uGhoZqCdUplm/fvuGXX37hQsQ2btwYAwYM0Hi7Yp5jVTEzM4OnpyeuXr3K5e3Zs0eUsR5jTHBIAshZJ9YX/UsT6NNazLNnzwSeQg0NDQXG44q+o+/pN8mNVatW8QxNDQwMeIdZckLVNfC1a9fy9Nfq1atj8+bNueo5zs7O2LdvH+rXr88d7jh69CieP38uCBmfE/Jr4K9fv5Yk94+G3hrrxcbGYs2aNZyRHgD0798fc+fOVevLSxAEQXyHGBcAeu4G9voAz/9RfM+3BGBnV6D3HsClsVbFIwiC+F74+vWrIGSMtbW12uqXr0tdE+3du3dj3bp1vLwFCxaoLbSkPhISEiIIidi5c2d06NBBRxIpR3aPNIB6F3Zyo2/fvpyxHgBcvXpVsqcfR0dHLoRJXFwcvn79qnL45B+VjIwM9O3bl2f0aG1tjZUrV+pMJlNTU0yfPh2DBw/m8qZOnap2Yz1N9rFZ7alrk8/KygoTJkxA//79fyhDPSDTIDe71xpt9VXlypVDrVq1uFP+2TdBxCIvq3y/S0gjP+kcivQsqWF2VGHnzp2c9yyZTIYNGzbwvLLkdzp27Mgz1jt8+DCuX7+O2rVr51ru9OnTvFByWYg11tPkuJGWlobY2FhYWVmprQ1VMDExwejRozF48GCNGOrFx8fjxYsXOH78OFauXImPHz/y/t6iRQs0a9aMl6dP8yVV9OjAwEBeqNf69euLDlH/559/8jydHD58GF+/flUYHloR2h6XQkJCsH37duzYsSPXAzbVqlWDt7c3+vTpk6/2q0qWLIkpU6ZgypQpuH79OgICAvDXX38hOjqad9/79++xcOFCLFy4EHXq1EG/fv3Qs2dPrY4L2kCTfaZMJoOVlRXPYEQdaxqJiYno2rUrz9NoqVKlNB72WyxFixaFn58fF/Y6IyMD06dPFxwclEp+Ht/s7e0xZcoUeHt7662hnjI66/z589GxY0fMnTsXo0aNEnU4ydzcHMuWLUPv3r0xaNAgVKlSRa8M9QDhs2ZlZaXVQ66LFi3iDieYmppiw4YNWmtbG3Ts2JE3T92wYQNGjhwJZ2fnXMtt3rwZL1++FOQr0on1Sf/SBZpci2GMITY2Fk+fPsXBgwexdu1awW8wYMAAgaG/ou/oR/hNrl69yltPBoAxY8aI8iqoiu7OGMOWLVt4eUuXLhUVPr5u3bro0aMH53GWMYbNmzdj0aJFotuXXwP/8uXLd6dDqgu99WN9/vx5bgIok8kwYsQIbNmyJV9NfAiCIAgdYmwG9NgJVGiX8z1pSUBgD+C5ci6+CYIgfnSyLw5nYW5urrb65etS1J5Ubty4gV9+4YeHbtOmDUaOHKly3frK58+f8fPPPyM2NpbLK168ODZu3KhDqZRD/uSotgyA5EMVBQcHS65DXta8TsESOTN+/Hjepi+QucBbokQJHUmUSf/+/Xlh2W7evCkpVIQi5Ps9TfaxitpThdjYWEyZMgWlS5fGxIkTBeE1v2d01VcB/P6K+irdkt90Dk3rdbkRFRWFMWPGcOkBAwbAy8tLK21ri86dO/Pez/T0dHTt2hXPnj3Lscy9e/dy9PyXk5ev/DxuqEpqaioWL14MV1dXDBw4UGnZtm/fzkX6yX5ZWlrCzc0N06ZNExjqlS9fXqEHRH2aL2Xvzw0NDWFmZia6nYsXL/LSUjz8VKhQAXXr1uXSqampvNBxeaGNcSk1NRUbNmxA3bp1UaFCBSxYsEChoZ6DgwN+++033L17F/fu3cO4cePy9X5V7dq1sWbNGkRERODQoUPo1KkTTExMBPddu3YNw4YNg4ODA3r06IGzZ8/qQFrNoMk+U1F9qvaZjDH069cPd+/e5fKMjIywa9cuvToINn78eN6m/IEDB5TSS7OTn8e3Dx8+YPTo0ShZsiT++OMPQShqXaOsztqsWTO8evUKfn5+kr2Ie3p64tatW1i9erVkeTWNpvuF3Hjy5AnPsGfq1KlqC82tLwwePJjXX8XHx6N9+/a5htM9c+YMb66QHUU6sT7pX7pAXWsxs2bNEujDBgYGsLGxQZ06dbB48WKBoV69evUUHqT9EX+TV69ewcfHh2c4WqNGDc6YPS9UWVd6+vQpoqKiuHTJkiUFh4pyQ17Xlw9znBe0riQevTXWy7KOZozB0NBQb06FEARBEPkIIxOgmz9QqWPO96QlA3t6ASGntCUVQRDEd4OixeCsUCfqQL4uVRefX7x4gZ9//pm3kFOhQgXs2LEjX4WClUJSUhLat2/PnWYDMhcwDh48KCmMh6+vr8JNS0VXkyZNeGVLly4tuqy/v3+ucmT36AEABQoUEP0ZFHHjxg1MnjwZbdq0gYuLCwoVKgRjY2OBXPKefT59+iS5LfmQWPKfRR3oy++kSVauXIk///yTlzdhwgRB2A1dYGRkhFmzZvHypk2bxgt9JRX5fk+Tfayi9nLjy5cvYIyBMYaMjAx8+fIFDx8+xKZNm1C/fn3uvpSUFCxatAht27ZFcnKyWmTXd9TdV3348AGrVq1Cnz59ULVqVdjb26NAgQIK38/sxiKJiYk5GvTkhHxfpc5nLosLFy6I7m9kMhkvbIqiDYOcrsaNG6tddrHkR51D03pdbowaNYrz6mRvb48lS5ZopV0gM7xQVl8m9ZKCoaEh1q1bx/v93717B3d3d0yfPh0PHjxAYmIiEhISEBwcjAkTJqBOnTqcUZi8J4KcNmv0edxQlbt37/K+/9jYWDx79gw7d+5E69atufvS09OxZcsWNGjQQOAtTBN07doVV69eVahb69N8KfvYJHVcun79Oi/dtGlTSeXl75evLze0MS6Fh4dj6NChCo0ICxYsiF69euHkyZN49+4d/vjjD1SvXl3tMugSY2NjdOzYEQcPHkRERATWrl2LOnXqCO5LSUnB3r17MXbsWB1IqRk02Wcqqk/VPnPs2LHYv38/L2/FihU83VsfsLGxwfjx47k0Y0zl0Pb6Or7Z2Njwxqb09HR8/vwZd+7cwcqVK3le4+Li4jBu3Dj069dPpTmiOlFVZ1XFk62RkZFeelrSdL+QExkZGfjll1+QkpICAKhcuTJ+//13rbQNQGl9WD5UZ15YW1vjjz/+4OU9ePAAVapUwZIlS/Ds2TMkJycjNjYWV69exZAhQ9CqVStOjxGjE+uT/qUJ9HEtRiaTYfjw4QgKClJ4IOR7/03k+fTpE9q1a8ebi9jb2+PgwYOivcersq4kr2s3adJE0jpEo0aNeF74goODJRl9akN//17Q2zC4WYqKTCaDq6srbG1tdSwRQRAEkS8xNAa6bMn890EO7vbTU4G/+gLdtgEVf9aufARBEPkYKysrGBoaIj09nctT50kp+brEhkpSRHh4OFq2bMk7VVaiRAmcPn1apXr1mbS0NHTv3h1Xrlzh8kxMTHDw4EF4enrqUDL1oeyJ9H///RcjR47E/fv3lSqfPZSRWPTt9Hx+JDAwUHCa2tfXFwsXLtSNQAro2bMnFixYgIcPHwIAHj58iN27d6NPnz5K1SffP2myj1XUnlhkMhmsra1hbW2NypUrY+DAgdi1axdvs+HMmTMYO3Ys1qxZo5Lc2uDKlSuijdwaNGiQp3ciZd//T58+YcKECQgICOCNtVL48uWLpEVd6qtUJ7/qHIpk+/r1q8ZDnB49ehR79+7l0suXL/9u14F/+uknLFiwABMnTuTyEhISMGfOHMyZMyfHci1btkSlSpWwfPlyLi+nze1ChQrx9BRNjhtGRkY6DYFraWkJS0tLlCtXDn369EFQUBB69OiBmJgYAMD9+/fRr18/HD9+XK3tymQylClTBs2aNcOgQYPg4eGR4736Ol+S0tczxnhhuKysrPIMVSePvHGblFC2uhyXBg8ejKVLl2plw/fx48cIDw8XdW/lypU15tGvUKFCGDZsGIYNG8Z598zSa79HNKlrZxkV59aeFBYuXIhly5bx8mbMmIHhw4crXacm8fPzw4oVKzh96OTJk7hy5YrShoX5ZXwzMDCAra0tbG1t4ebmhpEjR+LPP//E+PHjuf5sx44dqFq1Ks+gURfkV51V08h/dvn3WFOsWrUK//33H4BMXWPjxo16GzZZVQYNGoTg4GBe6OWsue+ECRNyLDdgwAB8/foVBw4c4PIU6cT6qn9pAl2uxRgYGKBixYr46aefMHjwYEHo2+zkNNdUF/r0m8TFxaF169Y8D+pWVlY4ceKEIHKLFKToxNkPPAJAtWrVJLVlamqKChUqcDpgSkoKPnz4IDqiCa0riUdvjfWcnJy4/8tbXxIEQRCEJAyNgE4bAANj4F6g4nsyvgF7+wFdNgFVumhXPoLQEJaFi2Dgqi2C/PSMdCTE/+80i7mFOQwNDLUp2neHZeEiuhZBJ8hkMtja2vK8jEVGRqqtfvm6lJ1of/78GS1btuSd9rSzs0NQUJDOw2ZqiqzwONk3Jw0NDbFr1y60bNlSh5KphvzcUJmToRs2bMCwYcNUWjjIWvCSgrzhD81zpXH8+HH069eP97t17twZmzdv1isvVQYGBpgzZw46derE5c2cORM9evTgnUoVi3y/p8k+VlF7qtCnTx8YGRmhZ8+eXN66deswevToXBdx9YE+ffoIFjdzIjQ0VGC0oI6+6uXLl2jcuLHCMHxSkNpfyfdV2gz79D2Qn3UORe9/VFSURuX++vUrhg0bxqVbt27N6zO+R37//Xc4OTlhxIgRojZ/e/bsiY0bNwo29HMz1nv16hWX1uS4oW9GlS1atMDff/+NBg0acI4A/v77bwQFBaFFixai62nZsqXg+5bJZChYsCCsra1RrFgx0Z6A9Gm+VLBgQe6ZkzIuff36lecBSop37pzKZBlUikGX49LGjRtx/vx5eHt7o2/fviptsObF4sWLsX37dlH3btu2Db6+vhqRIyMjAxcuXMCOHTtw4MABvQgjp0nk35moqCgwxtQyv/j48aPAe5qyuvaGDRswadIkXt7o0aMxc+ZMZcXTOObm5pg0aRJ+/fVXLm/KlCm4cOGCUvXl1/FNJpNh7NixSEtL4xnrz5o1CwMHDtTZWJqfdVZNI/+epqenIzo6WqnxTyxhYWE875NDhw5FvXr1NNaePrB27VqULl0a06ZNy3POKpPJMHr0aCxZsgQ//8x3tqFIJ9Mn/UsXqGstxtvbGz4+Prw8mUwGc3NzWFtbo2TJkqL1MkXf0ff4myQnJ6N9+/a4desWl1ewYEH89ddfkj0zq7KuJK9rFykife9KvkxMTIzo8YHWlcSjt8Z65cqV4/4v9kQRQRAEQeSIgSHQYU2mh707OSx+sXTgwEAgPQ2orvtQagShKgaGhrAuai/IT09Ph4HZ/xZcLS0tYWhIxnr5HXkjEGWMibKQn/zldpLT1dWVt/gRHBysdLvyyNdVsWJFyXXExcWhVatWePToEZdnbW2Nf/75R++NRVRh+PDhCAz8n4F61qncrl27KlXfhAkT0LdvX1H33rt3D+PGjePSO3fuhL29sC9SROXKlXP9u/winNTNo/PnzwsM9YyMjNCgQQPUrl0bpUqVQtGiRWFmZiYISyBlk1cR8fHxvLS1tbVK9SlCX34ndXP+/Hl069YNaWlpXF6LFi2we/duvRy/OnbsCE9PT9y8eRNAZmihbdu2YdCgQZLrku+nNNnHlixZUu1GpD169MDatWtx6dIlAJmGxAEBAZg3b55a29E3VO2rUlNT0aZNG4GhXrly5eDl5QVXV1c4OTnB3NycC4ebxZIlS3D69GmlZddGX1W9enUEBQWJvr9v37748OEDAMUbBjmh7c3P/K5zuLi4wNjYGN++fePygoODc/UapirLli3j1n3Nzc153jW+Z/r27Ys2bdpg2bJlOHToEO+ZATINv5s3b47hw4ejQ4cOACAI51q2bFmFdbu6uvI2h/RNN9c0devWRd++fREQEMDl+fv7S9LjHB0d0bx5c7XJpC/zJRsbG85YLz09HUlJSaI8r8qPC8pstsmXkTIuamNcKlq0KH7//Xfs3LkT79+/5/3t+fPnmD59OmbMmIH69evD29sb3bt318vQjarw5MkTBAQEYNeuXbl6PvT09MSoUaM0IoMu1jTkx+f4+Hg8f/4c5cuXV7rtLBS968r0m4GBgQLvef369eN5W9VXhg0bhj///JN7pi5evCjZgDqL/D6+jR07Fhs3buQMDhMSErB//36l5oiqoi2dNb96VqpQoYIgLzg4WK26gTwzZ87kwkQWK1ZMr6IHaJLx48ejV69eWLp0KY4dO8YzyAUyo4O0a9cOo0ePhpeXFwBpOrE+6F+6Qh1rMS4uLmp77s3NzeHk5MTTs4KDg9GtWze11K8Pv8m3b9/QvXt3nlG6iYkJAgICUKdOHcn1qbKu9CPo798LemusV7NmTZQrVw7Pnz9HeHg4QkJC8sXCFkEQBKHHGBgA7ZYDhibAzU2K72EZwKEhQPIXoNZgQI88tRAEQeSG/AROflIkBfnJV24bEQ0aNOCFWc2+eKoKaWlpuHfvHi9PariUpKQktGvXjjOYATJPpf39999wc3NTi5z6yIQJE7B+/Xpe3p9//okBAwYoXWelSpVQqVIlUffKb7LUr19fcqisnJA/wRcRESGp/NixY3kLxm3btsX69etRvHjxXMupslGURXZZLS0tNbJQoS+/kzq5fv062rdvz9twq1evHg4dOgQTExMdSpY78+bN43mxnDNnDnx8fARGoHnRoEEDXjoiIgLh4eEoVqyYyjLevn2bl1Y2JFVedO7cmVsgBoCrV69qpB19wsnJCTKZjOtvpPZV69ev54VMsbe3h7+/P1q1apVn2S1bhF6VpSB/YLZkyZIq1acIW1tbSYv+2cMMq3PDQJ18DzpHgQIFULNmTS78FpCp1w0cOFBjbWYPZ5eQkKD0ONSkSRNe2s/PT++NGAoVKsSFv42OjkZ4eDhiYmJQpEgRlCxZEhYWFrz7Hz9+zEvXrFlTYb0NGjTArl27uPTdu3eRlpamlHdXebQ1bqhK586decZ6uh539GW+VKJECbx584ZLR0REwMXFJc925J/FLGMCKciXkRJWVhvjUsGCBbFw4ULMnz8fp0+fxvbt23H48GGe/skYw+XLl3H58mWMHj0aP//8M7y9vdG6det8G6YwKioKe/bsQUBAgOD9zk6xYsXQt29f+Pr6anTzWxdrGnXq1BGESrx165ZajPXkv1NHR0fJ3hmPHDmCfv368Tz0denSBVu2bNEr7+I5YWpqimnTpmHw4MFc3pQpU5Qy1svv45uRkRHat2/P00+uXr2qdWO970Fn1TRlypSBo6Mjbw5369Ytjc5BsuvE4eHhSq8Xyfcxy5Ytw5gxY1SQTPMUL14cy5cvx/LlyxEZGYnIyEjExcXB3t4eJUqU4B0sYIzhyZMnvPK56cT6oH/pEn1bi2nQoAH++usvLq2u3yQ8PFzgWU/bv0lGRgZ8fHxw7NgxLs/Q0BCbNm1Cs2bNlKpTlTVwXevv8mvg39shF3VioGsBcmPEiBHc/+fOnatDSQiCIIjvBgMDoM0SoM7wXG5iwMkJwOFhwLekXO4jCILQH+QnPVkeaJQhKioq17qzIz/5ff78OR48eKB021mcPHlS4DJdykQ7NTUVXbp04S1KmJqa4vDhw3q7iKIO5syZgyVLlvDyZs2apfeLc2KR38SXEh7y2bNnvJOWVapUwcGDB/M01AMyQ8SoQmxsLG+z6UcPKyOW+/fvo3Xr1rzvzs3NDSdOnND7EAotWrRA48aNufTbt2+V8hhVt25dGBjwl24OHDigqniIjo7GxYsXeXma6hvLlCnDS6sz1ImmCAsLA2NM1KXIuMjExIRnUBkRESEIg5Ybe/bs4aUPHTokylAPUL2/kjeK0EcjXn3je9I5GjZsyEv//fffPAMGQjMULlwYVatWRaNGjVCpUiXB5kpKSgqeP3/OpY2MjFCjRg2Fdck/c0lJSTh58qTKMj548IAng6K29AV9G3f0Zb6krB5tbW3N00XkPdqIQb6MFM+n2hyXDAwM0KpVK+zevRuRkZHYsGED6tatK7gvJSUF+/fvR4cOHeDo6IiRI0fixo0bKrXt7+8vWvdQJQRucnIy9u7di3bt2sHJyQl+fn4KDfXMzMzQo0cPnDx5Em/evMGiRYs07qVGF2saFhYWgrB06tC1FdUjtc88c+YMevTowfMu/tNPPyEwMFAvvYvnRP/+/Xmer27evInDhw9Lrud7GN90PT6lpqaiW7du34XOqmnkdeKjR4/qSJIfCwcHB9SoUQMNGzZE+fLlBR6AQ0NDeQZETk5OcHBwUFiXvuhfukTXfY488t/TxYsXldIr5ZEfbw0MDJTyZKcsjDEMHjyYt46TFeGmffv2Steryhq4vK6tzPec3TOlojpzQn4NnNaUckevjfVGjhyJ5s2bgzGGwMBAvT8RSRAEQeQTZDLgp/lAfb/c77u3G9j6E/DlTe73EQRB6AHypyc/fvwomFSJRT4UV26TqqZNmwoWvrdt26ZUu9nx9/fnpV1dXUV7DEtPT0fv3r15C7dGRkbYs2ePyqFM9Znly5dj+vTpvLyxY8cK8vIz1apV46VDQkJEl7127RovPXDgQNGe2eTfCak8ffqUl9Z2GNn8SEhICFq0aIGYmBgur2LFivjnn3/yTfgE+fAiCxYskHya1draWnAKVx19bGBgIFJTU7l0lqcHbZBfvc9IJXt/lZaWhpcvX4oql5GRwfN0UaNGDYWGAjmhzv7KyMhI9Nj7o/K96RydOnXipd+9e4dTp07pSBoii9OnT/PCEzdu3JjncTI7VapUEXiE0oRubmtryzNK12d0Pe7oy3xJWT1aJpPxDprExsYiLCxMtJwABB5opHjHk9ej5T+HprC2tsbgwYNx9epVhISEYPLkyQoP3ERHR2PNmjWoXbs2XF1dMXfuXMnfj6ZhjOHSpUsYOHAgHBwc0KNHD/z99988I7As6tati/Xr1yMyMhJ79uxBq1attGYYJr+mIe9RVCxRUVGCtZDc1jS6dOnCSx87dkzptZQsHj58iDt37vDyOnfuLLr8lStX0KFDB56H94YNG+q9d3FFGBkZYdasWby8adOmSTrIAnyf45s2x6f09HQMGjSIp9flZ51V08jrxP/995/K8yxCdf7++29eunXr1jneqy/6lz6ha524Q4cOPJ0iNTWV5zFVWeR/k+bNm8PKykrlesXy66+/CiIcrFy5Ev369VOpXhcXF95BZSlr4KVKleKl5XXxvEhJSeG1Z2pqCnt7e1FldaW751f02ljPwMAAhw8fRrt27cAYw9ixY9GnTx+8ePFC16IRBEEQ+R2ZDGg+C2g0Iff7Iu4BGxsDry7mfh9BEISOcXJyEngIy+7uXwry5XIzEjA3NxeER9u0aZOk017yBAcH48iRI7w8Pz8/UWFeGGMYMGAA71SdgYEBtm3bho4dOyotk76zefNm/Pbbb7y8wYMHY+nSpTqSSDMULVqU95w/fPhQdFl5zwyurq6iy547d070vYqQP71L4WVy5/Xr12jevDnPI0bp0qURFBQEOzs7HUomjXr16qFNmzZcOioqCitWrJBcj58f/4BJcHCwUt4oskhISBB44OzcubPGPD6+fv2alxa7wJff8fDw4KXFnuKPjo7mbZ5L6auePXuG9+/fi75fHnnvXZUrV87RIIj4PnWOOnXqoF69ery8uXPnSt5QF8vw4cMRFBQk+ZLvR5YuXcr7+/DhuXnSz3/Ie9vMLTSxTCbD6NGjeXlHjhzJNcRlXrx//x6bNm3i5Q0aNEhvvdzq27ijL/MlZcclAALvJFJ14/Pnz/PStWvXFl02u5w2NjY8D13aonz58pg3bx7CwsIQFBSEPn36oGDBgoL7nj17hmnTpsHFxQWNGjXCpk2b8PXrV63Lq0geLy8vbNmyRaE8xYsXx6RJkxASEoKrV69iyJAhOjkcI/+cqWs9o0SJEnBycsrx/sGDB/P0nW/fvqkc6Uv+wJyTkxO6desmquydO3fQtm1bJCYmcnk1a9bE8ePHBV6m8gs9e/ZE1apVufTDhw8FY1tefA/jm67GJ8YYRo4cyfMOl991Vk3TtWtXgbGLvNGpOpk9e7ZSOrE8O3fu5P1d3hg5vyNFJ9YX/UuX6JtOXLJkSYEh7JIlS1QKe3/06FGBcbw2o8tMmzZNsM43f/58jBw5UuW6DQwMeOvH4eHhoiMpyOtUFy5cAGNMdNv//vsv77CYu7u76MMC8nOMnEJVE5kY6VqA3Jg9ezaAzInkw4cPERYWhj179uCvv/5CtWrV4OHhATs7O6UWDr8n7xIEQRCEkshkQNMpgKEJcD6XRZjEaGBHR6DFHKDuiMxyBEEQeoiXlxfvRNqePXvQoUMHSXU8fvwY9+/f5+U1atQo1zKjRo3CihUruElcfHw8Ro0ahUOHDklqG8g87Tt06FBeyLXChQuLPo02cuRIBAQE8PLWrl2Lvn37SpYlv7Bnzx4MGTKEN+nu06ePUiE38wMNGzbE7t27AWR69nj+/DnKlSuXZzn5RYnsXsVyIyUlBVu3bpUuaDbkNxDkDSGI/xEREYFmzZrxFlCdnJxw9uzZXDfZ9JV58+bh5MmT3PO3ZMkSyae527RpgwoVKvBOp44ePRrNmjWDpaWlZJlmzJiBt2/f8vLkjX3VybFjx3jpH+VUrXzopNu3b4vyqKJsXwVkjneqcO/ePZ6hYF7j/4/O96pzjB8/nreJcu3aNfz5558YN26cSvXevHkTzs7OPKPr8uXLC7zkiEF+LdjDwyPfeHmTysOHD/HXX39x6SJFiuS5se7r64vp06dzmzkZGRkYOnQo/vvvPxgZSd8O8PPzQ1xcHJc2NjZWywaUptDHcUcf5ku1a9eGsbExJ4MUAxcvLy/ec+jv748BAwaIKptlAJaFqampaGO9Dx8+8HRC+bFV2xgYGKB58+Zo3rw54uLisHfvXvj7++Py5cu8+xhj+Pfff/Hvv/9i1KhRaN++Pby9vdGqVSuNe7WJjo7Gnj17sGPHDly/fj3H+woUKIBOnTrB19cXzZo144U61hXyesfdu3cREhIi6eACAG6umFO98hQpUgQ+Pj7YuHEjl7d69Wp4e3sLjFzFcPz4ccG7PWrUKFH97+PHj/HTTz/xjCqrVKmCU6dOadVLkLoxMDDAnDlzeOPXjBkz8Pvvv0uqJz+Pb4wxHD9+nJenrfFp/PjxAiOn70Fn1SRGRkYYM2YMfv31Vy5v37592L9/P7p27apS3SdOnOAd6gPU9yzUr1//uw05eerUKZ4+UbVq1Tz1CX3Qv3SJPurEv/32G/bv38+l3717h2nTpmHZsmWS64qPjxcYcVesWBGtWrVSWU4xLFmyRGDcP2nSJEyaNEltbTRs2JCnZ96+fVuUN1RXV1fY29tzB9dfv36N8+fPo2nTpqLalV8H9/LyEi2z/ByD1pXygOkxMpmMGRgY8C6ZTMZd8n+TchHfNw8fPmQAuOvhw4e6FolQwNevX9nhw4e56+vXr7oWifiRuR3A2OwijM2wyv3a15+xlHhdS0v8QHz79o09fvyYd3379k2lOtPS0lhMTAx3paWlqUlaQtdcuHCBpwMZGhqyO3fuSKrj559/5tXRpEkTUeXmzZvHKweATZo0SVLbGRkZrF+/foJ69uzZI6r8xIkTBWWXLl0qSYb8xrFjx5ixsTHvM3fs2FHlfkIVzp8/z5MnNDRUrfX7+/vz6t+8ebOoctu3b+eVGz9+vKhy48ePFzxXXl5ekmSuVKkSV9bOzo59/vxZ5/2vpn8nZYiOjmaVK1fmyWVnZ8ceP36sa9EE31eHDh1El+3WrRuvbL169STXdenSJWZgYMAr17RpU5aUlCTpc2zevJnJZDJePUOHDpVUhxTOnj0reH8uXryosfb0iaSkJFagQAHuczdo0EBUubS0NGZkZMSVc3R0FNWnBwcHC8YDqe/24sWLeWWPHz8uuqwmKVWqFCfTjBkzlK5HnTqwvuoc27Zt48m0bds2perp1KkTrx4jIyMWGBiotFw7duxg5ubmahtrsj8TANj58+dFl1XlHdFkXYpITExkderU4bWxceNGUWV37dolkK9Pnz4sPT1dkgzTpk0T1LNw4UJlPo5Az9eE7vH48WNmYmLCa2f79u25lpkxYwbv/n79+qldLsb0Y77UuHFjroyJiQlLTEwUVS4mJoaZm5vz2jx06JCosm3btuWV69Gjh+j+d+/evbyyq1evFlVO27x48YJNmzZN0DfJX87OzhqV4+bNmwp1gexXgwYN2KZNm/R2HT77MwqAderUSVL5mzdvCnRmMbrnp0+fmKOjI6+ck5MTe/XqlaT279y5w6ytrXn1VK9enaWkpORZ9tWrV6xYsWK8smXLlmURERGSZMiN0NBQlfs7eV3Dz89PdNlatWrlOi8SU5c+jm9i2LJli6C9sLAwyfVkLy9mXWLChAl6qbPmhZeXF09mqciP7VJ0xSxSU1MFz6yFhQU7d+6c5LoYyxzDly5dyoyMjJQqrwhldVH5vkCZ71gTdeXEx48fWdmyZXltnD59WlRZfdC/5FH1+RaDMmsx8p9Rlbl3bgwaNEgg24YNGyTVkZyczJo3b86rw9DQkF2+fFkpmbLrcKVKlcrz/vXr1ws+w8iRI3n3qGP9QX6vZ+rUqaLLTp48mVfW3d1dlAzXr1/nrRvKZDL24sUL0e1mXwMvWrQoy8jIEF02NzSxT8qY7m2K8p2xnqpXVp3E942uXyxCHGSsR+gdb28xtrRC3gZ7a+sxFi1tsYYglIWM9QipeHp68vQgFxcX9vLlS1Flp06dKpho/v3336LKpqens0aNGimcqMbH523k/PnzZ9arVy9BeW9vb1HtL1y4UFBWU4sK+sL58+eZmZkZ7zO3bNlS1EaApuVSZrFQLJGRkczQ0JC3MC+G58+f8+SytLRkz58/z7XM+vXrBYZNYhfFs/jw4QOvjl69eulF/6tvxnqxsbGC/svGxoYFBwfrVK4sVDHWe/LkCe+Zlb/E1jVlyhRB2caNG4va5ElLS2OLFi0SbF66urqyhISEXMs+ffqUTZo0iUVHR4uSM4uLFy8yGxsbXnu1a9dW20JdfiC7gYKJiYmo8ZAxxurXr8/73vLaOHz+/DkrWbKkwudLyrvdpk0brlzBggXzfDa0hb4Z6+mzzqEuY72YmBiB0YmBgQGbMWOGpOfi5cuXPMO/H91Y7+vXryw8PFxU3Z8/f2YtW7bk1d+gQQNJfWifPn0EMnbr1o19+vQpz7KJiYns119/VagDSTWIyEKssV5sbCwbNmwYe/v2raT6Hzx4wEqUKMFro1SpUnkapGnLWE/X8yXGGFuyZAmvbFBQkOiyo0aN4pW1tbVl9+7dy7XM9OnTBf3IxYsXRfe/w4cP55WXajilbTIyMti5c+eYj4+PwLgRALO2ttZo+/L6avb3YOrUqZI2WnXF8ePHBfLPnDlTVNkXL14wZ2dnXllPT0/RbZ8+fVow9ytVqpTogybHjh1jRYoU4ZU3MzMTtTf1/v175uLiwitbsmRJ9vr1a9Hyi0HXxnpBQUE5zomk1KWr8e3ChQts0aJFknXkvXv3CgzJu3XrJqmOLORlzg1FOuu0adOUalfb6IOxHmOZRrTyBrimpqZs1apVktbn7969y/tM6kJZvVbXxnqRkZEsJiZGVP3v3r1jbm5uvPp79+4tWj590L/kEft8a3stRlvGegkJCax8+fICHXHu3Lmi3qu3b98KDPVU7d+kGOvt2rVLsLbWv39/wferjvWH1NRUZmtry7VTv3590WXfvn3LO0AKgA0cODDX5+D169eC+VTHjh1Ftym/Bq7OeRUZ6+mA7F701HmRsd73j65fLEIcZKxH6CVxHxjb2jpvg70FJRl7Ln5RkyCUhYz1CKk8evSIFSxYkKcLWVlZsVmzZilcnE9MTGQnT55UuHDh6+srqe3w8HDBSUcg04PA8uXLFW5OhoaGsoULFzIHBwdBuTp16rC4uLg825X3tAZkbmYGBQVJvh49eiTpM+uKBw8eMEtLS95ndnBwYEeOHJH8mZU9dZgT2jACa9GiBVe/ra0tS01NFVWubt26PNkcHR3Z3r17Bf3q3bt3Wffu3bn7KlasKGlRPDubNm3ilT1w4IBe9L/6Zqwn70UDAJs9e7ZS7/Hnz5/VLp8qxnqMMebr6yv4fFLr+vbtG2vfvr2gvIWFBZs0aRK7f/++oExMTAzbunWrYHEbyPRaKKbPCw4OZkCm8VaPHj3Yvn372Js3bxTem5iYyIKCglivXr0Em52mpqbs1q1boj7r94K85499+/aJKrdhwwZeOZlMxsaOHcs+fPjAu+/jx49s6dKl3AaSTCZjrq6uSr3bcXFxPAPwXr16Sf24GkOfjPX0XedQl7EeY5ljYeHChQWf18nJic2bNy9HY+qPHz+y7du3s06dOvG8RKpzrMmvxnoPHjxgJiYmrGfPnuzAgQMKN97ev3/PVqxYwYoWLcqru0iRIpINbWJjY1nt2rUV9v/z5s1TeKAnMjKSrVq1SqFOX7ZsWdHGhooQa6wXExPDADBjY2PWrl07tn37dvbixQuFG0spKSnsypUrbOjQoQKPYjKZjB09ejRPubRlrMeY7uZLWbx9+5Y3Po8YMUJ02djYWIEhlLm5OVu6dKlA93rw4AHr3LmzQF4/Pz/R/W9GRgYrXrw4V7Zu3bqiZdUH4uLi2LZt25iXlxf3nWvTWM/c3Jz5+Piws2fP5ruDEoq8FzVq1IidOHFCofHtixcv2KxZs5iVlRWvTMGCBSV76Jb3MpzVl/Tt25edOXNG8Oympqay48ePCzzSApkefnbv3p1nmwkJCQLv4oaGhmzt2rVK6Re5ed7WtbEeY4rnfVLr0tX4dujQIQZkHiobMGAAO3bsGIuMjMxRxiNHjvAOw2RdhQoVynE+lRfZ68ltXUKRzlqnTh126tQpvdBZ80JfjPUYyzTklTd4ATIPvi1btow9ffpUYbm3b9+ydevWsZYtWwrmxupCWb1W18Z6x44dY+bm5mzgwIHs5MmTLDY2VnD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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 17: Reaction rate density history at steady-state.\n" ] } ], "source": [ "'''Reaction rate density'''\n", "import matplotlib.pyplot as plt\n", "\n", "quant = stg.r_vec_history()# mole/m^3-s\n", "\n", "quant.plot(title='Reaction Rate Density @ %2.1f C Steady-State'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', legend=stg.rxn_mech.reactions, show=True, figsize=[10,3], error_data=False)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Reaction rate density history at steady-state.')" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 11: Reaction rate density history at steady-state.\n", "Time [min] r [mM/s]\n", " r0 r1 r2 r3 r4 r5\n", "t [min] \n", "1.21 0.4164 0.7805 0.0953 0.0607 0.0414 0.7194\n", "1.52 0.4006 0.7562 0.0914 0.0605 0.0402 0.7322\n", "1.82 0.3933 0.7464 0.0901 0.0601 0.0395 0.7369\n", "2.12 0.3899 0.7424 0.0897 0.0599 0.0390 0.7388\n", "2.42 0.3883 0.7407 0.0896 0.0597 0.0388 0.7397\n", "2.73 0.3875 0.7400 0.0895 0.0596 0.0386 0.7401\n", "3.03 0.3871 0.7397 0.0895 0.0596 0.0385 0.7402\n", "3.33 0.3869 0.7395 0.0896 0.0596 0.0385 0.7403\n", "3.64 0.3869 0.7394 0.0896 0.0595 0.0385 0.7404\n", "3.94 0.3868 0.7394 0.0896 0.0595 0.0385 0.7404\n", "4.24 0.3868 0.7394 0.0896 0.0595 0.0384 0.7404\n", "4.55 0.3868 0.7394 0.0896 0.0595 0.0384 0.7404\n", "4.85 0.3868 0.7394 0.0896 0.0595 0.0384 0.7404\n", "5.15 0.3868 0.7394 0.0896 0.0595 0.0384 0.7404\n", "5.45 0.3868 0.7394 0.0896 0.0595 0.0384 0.7404\n" ] } ], "source": [ "tbl_count += 1\n", "print(f'Table {tbl_count}: Reaction rate density history at steady-state.')\n", "print('Time [min] r [mM/s]')\n", "import pandas as pd\n", "col_names = [f'r{i}' for i in range(len(stg.rxn_mech.reactions))]\n", "time_name = 't [min]'\n", "df = (quant.value.apply(pd.Series).mul(1)\n", " .rename(index=lambda i: round(i/unit.min,2))\n", " .set_axis(col_names, axis=1).rename_axis(time_name)\n", " .round(4))\n", "print(df.iloc[n_startup:].to_string(max_rows=20, min_rows=20))" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Overview of Reaction Rates Density at Steady-State.

\n", "\n", "

Steady-state window

\n", "\n", "Steady-state is taken from the late-time portion of the table (times 109.091 s through 327.273 s; rows 6–10). All reported Rxn Rates Density values are in mM/s.\n", "\n", "

Mapping of columns to ordered reactions

\n", "\n", "- Column 0: [C₄H₉O]₃PO(o) + H₂O(a) <=> H₂O*[C₄H₉O]₃PO(o)\n", "- Column 1: 2 [C₄H₉O]₃PO(o) + 2 H₂O(a) <=> [H₂O]₂*[[C₄H₉O]₃PO]₂(o)\n", "- Column 2: 3 [C₄H₉O]₃PO(o) + 6 H₂O(a) <=> [H₂O]₆*[[C₄H₉O]₃PO]₃(o)\n", "- Column 3: H⁺(a) + NO₃⁻(a) + [C₄H₉O]₃PO(o) <=> HNO₃*[C₄H₉O]₃PO(o)\n", "- Column 4: H⁺(a) + NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <=> HNO₃*[[C₄H₉O]₃PO]₂(o)\n", "- Column 5: UO₂²⁺(a) + 2 NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <=> UO₂[NO₃]₂*[[C₄H₉O]₃PO]₂(o)\n", "\n", "

Per-reaction steady-state statistics (times 109.091–327.273 s)

\n", "\n", "- Column 0 — [C₄H₉O]₃PO + H₂O <=> H₂O*[C₄H₉O]₃PO\n", " - Mean rate ≈ 0.3882 mM/s\n", " - Standard deviation ≈ 0.00258 mM/s (coefficient of variation ≈ 0.66%)\n", "- Column 1 — 2 [C₄H₉O]₃PO + 2 H₂O <=> [H₂O]₂*[[C₄H₉O]₃PO]₂\n", " - Mean rate ≈ 0.7409 mM/s\n", " - Standard deviation ≈ 0.00271 mM/s (CV ≈ 0.37%)\n", "- Column 2 — 3 [C₄H₉O]₃PO + 6 H₂O <=> [H₂O]₆*[[C₄H₉O]₃PO]₃\n", " - Mean rate ≈ 0.08967 mM/s\n", " - Standard deviation ≈ 0.00022 mM/s (CV ≈ 0.25%)\n", "- Column 3 — H⁺ + NO₃⁻ + [C₄H₉O]₃PO <=> HNO₃*[C₄H₉O]₃PO\n", " - Mean rate ≈ 0.05967 mM/s\n", " - Standard deviation ≈ 0.00023 mM/s (CV ≈ 0.38%)\n", "- Column 4 — H⁺ + NO₃⁻ + 2 [C₄H₉O]₃PO <=> HNO₃*[[C₄H₉O]₃PO]₂\n", " - Mean rate ≈ 0.03869 mM/s\n", " - Standard deviation ≈ 0.00042 mM/s (CV ≈ 1.09%)\n", "- Column 5 — UO₂²⁺ + 2 NO₃⁻ + 2 [C₄H₉O]₃PO <=> UO₂[NO₃]₂*[[C₄H₉O]₃PO]₂\n", " - Mean rate ≈ 0.7396 mM/s\n", " - Standard deviation ≈ 0.00136 mM/s (CV ≈ 0.18%)\n", "\n", "

Key steady-state observations

\n", "\n", "- The two largest steady-state rates are Columns 1 and 5 (≈0.741 mM/s and ≈0.740 mM/s); they essentially tie and dominate the rate density.\n", "- Column 0 is intermediate (~0.388 mM/s). Columns 2, 3 and 4 are markedly smaller (≈0.0897, 0.0597, 0.0387 mM/s respectively).\n", "- Variability across the steady-state window is very small for all reactions (CV mostly << 1%), indicating well-established steady values over 109–327 s." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 7232\n" ] } ], "source": [ "if cortix_ai:\n", " issues = ('+ Title your reponse as: Overview of Reaction Rates Density at Steady-State.\\n'\n", " '+ Do not explain the start-up process; cover the steady-state only.'\n", ")\n", " cortix_ai.explain(quant=quant, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save, print_prompt=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Species Generation Rate Density\n", "\n", "This quantity is on the basis of mixing volume so all species generation values can be compared." ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 18: Species generation rate density history at steady-state.\n" ] } ], "source": [ "'''Species generation rate density'''\n", "import matplotlib.pyplot as plt\n", "\n", "quant = stg.g_vec_history() # mole/m^3-s\n", "\n", "quant.plot(title='Species Generation Rate Density @ %2.1f C Steady-State'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', legend=stg.rxn_mech.species_names, show=True, figsize=[10,3], error_data=False)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Species generation rate density history at steady-state.')" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Table 12: Species generation rate density history at steady-state.\n", "Time [min] g [mM/s]\n", " a0 a1 a2 a3 a4 a5 a6 a7 a8 a9 a10\n", "t [min] \n", "1.21 -2.5491 0.4164 0.0607 0.0414 -0.1021 -1.5408 0.7194 -0.7194 -3.8454 0.7805 0.0953\n", "1.52 -2.4617 0.4006 0.0605 0.0402 -0.1007 -1.5652 0.7322 -0.7322 -3.7928 0.7562 0.0914\n", "1.82 -2.4268 0.3933 0.0601 0.0395 -0.0996 -1.5734 0.7369 -0.7369 -3.7694 0.7464 0.0901\n", "2.12 -2.4128 0.3899 0.0599 0.0390 -0.0989 -1.5766 0.7388 -0.7388 -3.7593 0.7424 0.0897\n", "2.42 -2.4071 0.3883 0.0597 0.0388 -0.0985 -1.5778 0.7397 -0.7397 -3.7550 0.7407 0.0896\n", "2.73 -2.4047 0.3875 0.0596 0.0386 -0.0983 -1.5784 0.7401 -0.7401 -3.7531 0.7400 0.0895\n", "3.03 -2.4037 0.3871 0.0596 0.0385 -0.0981 -1.5786 0.7402 -0.7402 -3.7522 0.7397 0.0895\n", "3.33 -2.4033 0.3869 0.0596 0.0385 -0.0981 -1.5787 0.7403 -0.7403 -3.7518 0.7395 0.0896\n", "3.64 -2.4031 0.3869 0.0595 0.0385 -0.0980 -1.5788 0.7404 -0.7404 -3.7516 0.7394 0.0896\n", "3.94 -2.4030 0.3868 0.0595 0.0385 -0.0980 -1.5788 0.7404 -0.7404 -3.7515 0.7394 0.0896\n", "4.24 -2.4029 0.3868 0.0595 0.0384 -0.0980 -1.5788 0.7404 -0.7404 -3.7515 0.7394 0.0896\n", "4.55 -2.4029 0.3868 0.0595 0.0384 -0.0980 -1.5788 0.7404 -0.7404 -3.7515 0.7394 0.0896\n", "4.85 -2.4029 0.3868 0.0595 0.0384 -0.0980 -1.5788 0.7404 -0.7404 -3.7515 0.7394 0.0896\n", "5.15 -2.4029 0.3868 0.0595 0.0384 -0.0980 -1.5788 0.7404 -0.7404 -3.7515 0.7394 0.0896\n", "5.45 -2.4029 0.3868 0.0595 0.0384 -0.0980 -1.5788 0.7404 -0.7404 -3.7514 0.7394 0.0896\n" ] } ], "source": [ "tbl_count += 1\n", "print(f'Table {tbl_count}: Species generation rate density history at steady-state.')\n", "print('Time [min] g [mM/s]')\n", "import pandas as pd\n", "col_names = [f'a{i}' for i in range(len(stg.rxn_mech.species_names))]\n", "time_name = 't [min]'\n", "df = (quant.value.apply(pd.Series).mul(1)\n", " .rename(index=lambda i: round(i/unit.min,2))\n", " .set_axis(col_names, axis=1).rename_axis(time_name)\n", " .round(4))\n", "print(df.iloc[n_startup:].to_string(max_rows=20, min_rows=20))" ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 19: Produced species generation rate density history at steady-state.\n" ] } ], "source": [ "'''Produced species generation rate density'''\n", "import matplotlib.pyplot as plt\n", "\n", "ids, quant_produced = stg.g_vec_history(produced=True) # mole/m^3-s\n", "\n", "quant_produced.plot(title='Produced Species Generation Rate Density @ %2.1f C Steady-State'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant_produced.unit+']', legend=list(np.array(stg.rxn_mech.species_names)[ids]), show=True, figsize=[10,3], error_data=False)\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Produced species generation rate density history at steady-state.')" ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Overview of Species Generation Rates Density at Steady-State.

\n", "\n", "

Steady-state snapshot

\n", "\n", "At the final time point (steady-state, last row) the per-species generation rates [mM/s] are:\n", "\n", "- H₂O(a): -2.40292 (consumed)\n", "- H₂O·[C₄H₉O]₃PO(o): 0.386769 (produced)\n", "- HNO₃·[C₄H₉O]₃PO(o): 0.0595228 (produced)\n", "- HNO₃·[[C₄H₉O]₃PO]₂(o): 0.038441 (produced)\n", "- H⁺(a): -0.0979638 (consumed)\n", "- NO₃⁻(a): -1.57881 (consumed)\n", "- UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o): 0.740424 (produced)\n", "- UO₂²⁺(a): -0.740424 (consumed)\n", "- [C₄H₉O]₃PO(o): -3.75145 (consumed)\n", "- [H₂O]₂·[[C₄H₉O]₃PO]₂(o): 0.739353 (produced)\n", "- [H₂O]₆·[[C₄H₉O]₃PO]₃(o): 0.0895736 (produced)\n", "\n", "

Produced vs consumed groups (steady-state)

\n", "\n", "- Produced species (positive generation rates):\n", " \n", " - H₂O·[C₄H₉O]₃PO(o)\n", " - HNO₃·[C₄H₉O]₃PO(o)\n", " - HNO₃·[[C₄H₉O]₃PO]₂(o)\n", " - UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o)\n", " - [H₂O]₂·[[C₄H₉O]₃PO]₂(o)\n", " - [H₂O]₆·[[C₄H₉O]₃PO]₃(o)\n", "\n", "- Consumed species (negative generation rates):\n", " \n", " - H₂O(a)\n", " - H⁺(a)\n", " - NO₃⁻(a)\n", " - UO₂²⁺(a)\n", " - [C₄H₉O]₃PO(o)\n", "\n", "

Quantitative summary and observations

\n", "\n", "- Total production (sum of positive rates) ≈ 2.05408 mM/s.\n", " - Main contributors: UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o) (0.740424, 36.1% of production) and [H₂O]₂·[[C₄H₉O]₃PO]₂(o) (0.739353, 36.0%).\n", " - Secondary contributor: H₂O·[C₄H₉O]₃PO(o) (0.386769, 18.8%).\n", "- Total consumption (absolute sum of negative rates) ≈ 8.57157 mM/s.\n", " - Major sinks: [C₄H₉O]₃PO(o) (-3.75145, 43.7% of consumption) and H₂O(a) (-2.40292, 28.0%).\n", " - NO₃⁻(a) is a significant sink (-1.57881, 18.4%).\n", "- Net balance at steady-state (production − consumption) ≈ −6.51748 mM/s (net consumption overall).\n", "- Notable near-exact internal interconversion: UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o) is produced at +0.740424 mM/s while UO₂²⁺(a) is consumed at −0.740424 mM/s, indicating a direct conversion between aqueous UO₂²⁺ and the organophosphate-bound UO₂ complex with essentially no net rate difference at steady-state.\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 6939\n" ] } ], "source": [ "if cortix_ai:\n", " issues = ('+ Title your reponse as: Overview of Species Generation Rates Density at Steady-State.\\n'\n", " '+ Do not explain the start-up process; cover the steady-state only.\\n'\n", " '+ Identify the groups of produced species and consumed species.'\n", ")\n", " cortix_ai.explain(quant=quant, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save, print_prompt=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mass Balance Residual\n", "\n", "This is actually the total mass generation rate density (mixing volume) residual; a small number in view of total mass conservation." ] }, { "cell_type": "code", "execution_count": 81, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure 20: Total mass generation rate density residual history at steady-state.\n" ] } ], "source": [ "'''Mass balance residuals'''\n", "import matplotlib.pyplot as plt\n", "\n", "quant = stg.mass_balance_residual_history()\n", "\n", "quant.plot(title='Total Mass Generation Rate Density @ %2.1f C Steady-State'%unit.convert_temperature(stg_temperature,\n", " 'K','C'), x_scaling=1/stg.flow_residence_time_avg, x_label=r'Time [$\\bar{\\tau}$]', y_label=quant.latex_name+\n", " ' ['+quant.unit+']', markers_only=True, legend=['Residual'], show=True, figsize=[10,3])\n", "\n", "fig_count += 1\n", "print(f'Figure {fig_count}: Total mass generation rate density residual history at steady-state.')" ] }, { "cell_type": "code", "execution_count": 82, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cortix AI assistant: working on explanation...\n", "\n" ] }, { "data": { "text/markdown": [ "

Total Mass Generation Rate Density Residual at Steady-State.

\n", "\n", "

Overview

\n", "\n", "- Dataset: 11 time samples of \"Total Mass Generation Rate Density\" with units g/L-s and time in s.\n", "- Time column: min = 0 s, max = 327.273 s, number of samples = 11.\n", "- Dependent column (steady-state focus): values provided are all negative and have magnitudes on the order of 10⁻¹⁶ g/L-s.\n", "\n", "

Steady-state subset

\n", "\n", "- Steady-state samples considered: indices 6–10 (times 109.091 s, 163.636 s, 218.182 s, 272.727 s, 327.273 s).\n", "- Steady-state values (g/L-s): -2.77556e-17, -5.55112e-17, -1.38778e-16, -2.77556e-17, -2.77556e-16.\n", "\n", "

Steady-state statistics (numeric)

\n", "\n", "- Mean (steady-state) = -1.05471e-16 g/L-s.\n", "- Median = -5.55112e-17 g/L-s.\n", "- Minimum = -2.77556e-16 g/L-s (most negative).\n", "- Maximum = -2.77556e-17 g/L-s (least negative).\n", "- Maximum absolute residual = 2.77556e-16 g/L-s.\n", "- Population standard deviation ≈ 3.01e-16 g/L-s.\n", "- RMS (steady-state) ≈ 3.01e-16 g/L-s.\n", "\n", "

Interpretation

\n", "\n", "- All steady-state residuals have magnitudes ≲ 3×10⁻¹⁶ g/L-s, i.e., on the order of 10⁻¹⁶ g/L-s.\n", "- These values are consistent with numerical round-off / machine-precision-level residuals for a conserved mass balance evaluated in double precision; they indicate the mass generation rate density is effectively zero at steady-state within numerical noise." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ Total # of tokens = 5176\n" ] } ], "source": [ "if cortix_ai:\n", " issues = ('+ Title your reponse as: Total Mass Generation Rate Density Residual at Steady-State.\\n'\n", " '+ Do not explain the start-up process; cover the steady-state only.'\n", " )\n", " cortix_ai.explain(quant=quant, issues=issues, markdown_header_level='

', markdown_display=markdown_display, save_supporting_info=db_save, print_prompt=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## AI Reports\n", "\n", "The Stage AI Report agent builds a *Solvex Knowledge Base* from the simulation up to this point, and uses it as a retrieval augmented\n", "generation (RAG) AI to analyze the results and provide a report." ] }, { "cell_type": "code", "execution_count": 83, "metadata": {}, "outputs": [], "source": [ "'''Create and Configure a StageAI Object for a particular stg'''\n", "if stage_ai:\n", " from stage_ai import StageAI\n", " stage_ai = StageAI(stg, llm_model='gpt-5-mini', llm_cleverness=0.8)\n", " stage_ai.n_chunks = 8\n", " stage_ai.markdown_header_level = '

'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Aqueous Phase\n", "\n", "Request a report from the LLM." ] }, { "cell_type": "code", "execution_count": 84, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Stage AI assistant: working on report...\n", "\n" ] }, { "data": { "text/markdown": [ "

Aqueous Phase Analysis\n", "\n", "

Introduction\n", "\n", "This report analyzes the aqueous phase in the provided Stage Knowledge Base (source: stg.aqueous_phase). The system is a two‑liquid (aqueous–organic) extraction/mixing system that tracks aqueous species (water, hydrogen ion, nitrate ion, uranyl ion) and interactions with an organic extractant (tributyl phosphate, TBP). The analysis uses time-series concentration data (units: g/L) and stage information (word \"stage\" is used where stage data are considered). Stage efficiency is considered only up to 54.55 s as requested.\n", "\n", "

Data and scope\n", "\n", "- The Stage Knowledge Base provides: aqueous species properties (molar mass, charge, atom counts), time histories of aqueous species mass concentrations (g/L) at multiple time stamps (s), a reaction mechanism including aqueous–organic complexation reactions, \"Stage Efficiency\" time history (mean ± std) and stage mass balance residuals (Total Mass Generation Rate Density [g/L-s]) at the same time stamps.\n", "\n", "- Phases involved: aqueous phase (notation \"(a)\") and organic phase (notation \"(o)\"). Reactions in the mechanism include transfer/complexation between aqueous and organic phases.\n", "\n", "

Chemical species characteristics\n", "\n", "Table 1: Key chemical species in the aqueous phase with phase, charge, molar mass (kg/mol) and atom count.\n", "\n", "| Commercial name | Chemical formula (phase) | Charge | Molar mass [kg/mol] | Number of atoms |\n", "|---|---:|---:|---:|---:|\n", "| Water | H₂O(a) | 0 | 0.018015 | 3 |\n", "| Hydrogen ion (proton) | H⁺(a) | +1 | 0.0010074 | 1 |\n", "| Nitrate ion | NO₃⁻(a) | −1 | 0.062006 | 4 |\n", "| Uranyl ion | UO₂²⁺(a) | +2 | 0.27130 | 3 |\n", "\n", "

Time‑dependent aqueous concentrations (mass concentration)\n", "\n", "Table 2: Time history of aqueous phase species concentrations. Time unit: seconds (s). Concentration unit: grams per liter (g/L).\n", "\n", "| Time [s] | Water (H₂O(a)) [g/L] | Hydrogen ion (H⁺(a)) [g/L] | Nitrate ion (NO₃⁻(a)) [g/L] | Uranyl ion (UO₂²⁺(a)) [g/L] |\n", "|---:|---:|---:|---:|---:|\n", "| 0.0000 | 992.00 | 0.0010074 | 0.062006 | 0.00000 |\n", "| 10.910 | 989.11 | 0.091851 | 5.5700 | 19.757 |\n", "| 21.820 | 987.65 | 0.16541 | 9.5685 | 34.925 |\n", "| 32.730 | 986.92 | 0.22498 | 12.226 | 46.084 |\n", "| 43.640 | 986.57 | 0.27341 | 13.970 | 54.319 |\n", "| 54.550 | 986.42 | 0.31294 | 15.159 | 60.558 |\n", "| 109.09 | 986.53 | 0.42580 | 17.875 | 76.882 |\n", "| 163.64 | 986.69 | 0.46750 | 18.755 | 82.602 |\n", "| 218.18 | 986.76 | 0.48289 | 19.072 | 84.686 |\n", "| 272.73 | 986.79 | 0.48855 | 19.188 | 85.450 |\n", "| 327.27 | 986.80 | 0.49064 | 19.231 | 85.731 |\n", "\n", "

Stage efficiency (considered up to 54.55 s)\n", "\n", "Table 3: Stage overall efficiency (mean ± std) expressed in percent. Time unit: seconds (s). Only times ≤ 54.55 s are considered for claims about approach to equilibrium.\n", "\n", "| Time [s] | Stage efficiency (mean) [%] | Standard deviation [%] |\n", "|---:|---:|---:|\n", "| 0.0000 | 0.00000 | 0.00000 |\n", "| 10.910 | 12.400 | 5.7800 |\n", "| 21.820 | 22.320 | 9.1400 |\n", "| 32.730 | 29.890 | 10.230 |\n", "| 43.640 | 35.550 | 9.8900 |\n", "| 54.550 | 39.670 | 8.8500 |\n", "\n", "- Interpretation: at 54.55 s the stage efficiency is 39.67% (±8.85%), well below the ~100% that would be required to claim chemical equilibrium on a stage basis. Therefore thermodynamic/chemical equilibrium assumptions are not justified for the time interval considered.\n", "\n", "

Stage mass balance\n", "\n", "- The Stage Knowledge Base reports \"Total Mass Generation Rate Density [g/L-s]\" (mass balance residual) at all time stamps. Values are provided as −0.0 at each timestamp (numerically zero to the reported precision). This indicates that the model's mass balance for the tracked quantities is effectively conserved within numerical precision for the recorded times. The word \"stage\" is used explicitly since stage mass and stage efficiency data are reported.\n", "\n", "

Reaction mechanism involving the aqueous phase\n", "\n", "Table 4: Reaction mechanism entries in the Stage Knowledge Base that involve the aqueous phase. Each reaction line below lists the reaction (with phases) and the KB description; an extra explanatory remark follows.\n", "\n", "- [C₄H₉O]₃PO(o) + H₂O(a) <-> H₂O·[C₄H₉O]₃PO(o)\n", "\n", " - KB description: complexation of one H2O molecule\n", " - Extra information: This reaction is the complexation (solvation) of one aqueous water molecule by one tributyl phosphate (TBP) molecule in the organic phase, forming a TBP–water adduct in the organic phase; it transfers one H₂O from the aqueous phase into a solvated organic adduct (phase involvement: aqueous -> organic).\n", "\n", "- 2 [C₄H₉O]₃PO(o) + 2 H₂O(a) <-> [H₂O]₂·[[C₄H₉O]₃PO]₂(o)\n", "\n", " - KB description: complexation of two H2O molecules\n", " - Extra information: This reaction describes a 2:2 complex where two aqueous water molecules are complexed with two TBP molecules and extracted into the organic phase as a solvated cluster; it is an explicit multi‑molecule solvation/extraction step (aqueous -> organic).\n", "\n", "- 3 [C₄H₉O]₃PO(o) + 6 H₂O(a) <-> [H₂O]₆·[[C₄H₉O]₃PO]₃(o)\n", "\n", " - KB description: complexation of six H2O molecules\n", " - Extra information: Higher order solvation complexation: six water molecules from the aqueous phase coordinate with three TBP molecules in the organic phase forming a larger solvated aggregate; mechanism implies multipoint solvation and larger uptake of water into the organic phase.\n", "\n", "- H⁺(a) + NO₃⁻(a) + [C₄H₉O]₃PO(o) <-> HNO₃·[C₄H₉O]₃PO(o)\n", "\n", " - KB description: one TBP complexation of HNO3\n", " - Extra information: This reaction is the extraction/complexation of nitric acid (HNO₃ formed from H⁺ + NO₃⁻ in the aqueous phase) by one TBP molecule into the organic phase as a solvated HNO₃·TBP adduct; it is an acid extraction (aqueous acid species -> organic adduct).\n", "\n", "- H⁺(a) + NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <-> HNO₃·[[C₄H₉O]₃PO]₂(o)\n", "\n", " - KB description: two TBP complexation of HNO3\n", " - Extra information: Similar to the previous reaction but with two TBP molecules solvating a single HNO₃; this is a stronger/more solvated extraction complex facilitating more efficient acid extraction to the organic phase.\n", "\n", "- UO₂²⁺(a) + 2 NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <-> UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o)\n", "\n", " - KB description: uranyl nitrate complexation with 2TBP\n", " - Extra information: This reaction is the extraction of aqueous uranyl ion (UO₂²⁺) as the neutral uranyl nitrate complex UO₂(NO₃)₂ which is solvated by two TBP molecules and transferred to the organic phase as a UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o) adduct; mechanism explicitly couples aqueous complexation (UO₂²⁺ + NO₃⁻) and organic solvation by TBP.\n", "\n", "Notes on the reaction list and mechanism:\n", "\n", "- All listed reactions involve species in the aqueous phase (H₂O(a), H⁺(a), NO₃⁻(a), UO₂²⁺(a)) and organic extractant [C₄H₉O]₃PO(o); therefore all are pertinent to the aqueous-phase analysis.\n", "\n", "- Reactions are written preserving phases: (a) = aqueous phase, (o) = organic phase.\n", "\n", "

Discussion — O₂ vs N₂ dissolved concentrations in the aqueous phase\n", "\n", "Context: The Stage Knowledge Base header indicates the presence of air and multiphase behavior, but explicit O₂ and N₂ species concentrations or solubility constants are not provided in the KB data set. The following are mechanistic explanations consistent with the provided stage/kinetic information and general mass‑transfer/thermodynamic principles.\n", "\n", "- Non‑equilibrium (stage efficiency) argument:\n", "\n", " - The reported stage efficiency at 54.55 s is 39.67% (±8.85%), substantially below 100%. Under non‑equilibrium conditions, dissolved concentrations are controlled by kinetic mass transfer rates (gas→liquid transfer coefficients and interfacial area) and by reaction/consumption rates, not only by Henry's‑law solubility.\n", "\n", " - If the system has insufficient time or insufficient interfacial transfer to reach Henry's‑law equilibrium, the species with the larger gas‑phase partial pressure and sufficient transfer driving force can end up at higher dissolved concentrations even if its intrinsic solubility (Henry’s constant) is lower.\n", "\n", "- Gas‑phase partial pressure / driving force:\n", "\n", " - Air composition (approximate molar fractions: N₂ ≈ 78%, O₂ ≈ 21%) produces a larger bulk partial pressure for N₂ than for O₂. The dissolved concentration under finite mass transfer is proportional to the product of solubility and gas‑phase partial pressure driving force. A larger partial pressure for N₂ can compensate for a lower Henry’s law solubility, yielding higher dissolved N₂ at steady (simulated) conditions that are not at thermodynamic equilibrium.\n", "\n", "- Chemical consumption of O₂ in the aqueous phase:\n", "\n", " - Although the KB reactions do not explicitly list O₂ reactions, O₂ is chemically reactive (oxidant) in many aqueous systems. If any unreported side reactions or model components consume dissolved oxygen (oxidation of organics, reduced metal species, or O₂ uptake by extractant complexes), O₂ steady‑state concentration will be depressed relative to N₂. The provided mechanism shows active extraction of nitrate, protons, water and uranyl complexes; those processes change the chemical environment (e.g., acid, redox potentials) and can indirectly influence O₂ solubility and consumption.\n", "\n", "- Competitive mass transfer or partitioning to the organic phase:\n", "\n", " - If dissolved O₂ preferentially partitions into the organic phase, or is consumed in the organic phase, its aqueous steady concentration can be lower. The KB explicitly shows water and nitric acid extraction to the organic phase; while O₂ is not explicitly modeled, partitioning/uptake behavior of trace gases could reduce dissolved O₂.\n", "\n", "Summary of reasons (consistent with KB and stage data):\n", "\n", "- The system is not at chemical equilibrium (stage efficiency << 100% up to 54.55 s), so Henry’s law equilibrium cannot be assumed. Under kinetic control, a larger gas‑phase partial pressure of N₂ (air composition) and/or faster transfer of N₂ can result in higher aqueous N₂ than O₂ despite higher O₂ intrinsic solubility.\n", "\n", "- Additional plausible contributions (not directly present as reactions in the KB) include aqueous or organic phase consumption of O₂ and preferential partitioning of O₂ into the organic phase; either effect reduces aqueous O₂ concentration relative to N₂.\n", "\n", "

Conclusions\n", "\n", "- System type: The mixture is a two‑liquid multiphase (aqueous–organic) extraction system (liquid–liquid extraction) with aqueous phase species H₂O(a), H⁺(a), NO₃⁻(a), UO₂²⁺(a) and an organic extractant [C₄H₉O]₃PO(o) (TBP).\n", "\n", "- Equilibrium: The reported stage efficiencies up to 54.55 s (maximum 39.67% ± 8.85%) are far below 100%, therefore chemical equilibrium on a stage basis is not achieved in the time window considered; predictions should not assume full thermodynamic equilibrium.\n", "\n", "- Reaction mechanism: The dominant aqueous‑phase relevant mechanisms in the KB are solvation/complexation and extraction of water and nitric acid and the extraction of uranyl nitrate as UO₂(NO₃)₂·(TBP)₂ species into the organic phase. These reactions explicitly couple aqueous ion chemistry (H⁺, NO₃⁻, UO₂²⁺) with organic‑phase solvating TBP.\n", "\n", "- O₂ vs N₂ aqueous concentration explanation: Given the non‑equilibrium (sub‑100% stage efficiency) state and the larger gas‑phase partial pressure of N₂ in air, N₂ can reach higher simulated aqueous concentrations than O₂ even though O₂ has higher intrinsic aqueous solubility. Additional depletion of O₂ by chemical consumption or partitioning to the organic phase would further lower aqueous O₂ concentration.\n", "\n", "

Recommendations (succinct)\n", "\n", "- If resolving the O₂ vs N₂ discrepancy is critical, add explicit species and reactions for dissolved O₂ and N₂ (including Henry’s constants and any chemical/biological consumption paths) and include gas‑phase partial pressures. This will permit direct mass‑transfer and reaction coupling and enable checking whether mass‑transfer kinetics or chemical consumption control dissolved concentrations.\n", "\n", "- To approach steady‑state/near‑equilibrium behavior, simulate longer times or increase modeled interfacial transfer rates; monitor stage efficiency trends. For robust equilibrium claims do not rely on stage efficiencies < 95–99%.\n", "\n", "

Data provenance\n", "\n", "- The analysis is based exclusively on the provided Stage Knowledge Base entry titled \"Stage Knowledge Base (Stg-1): aqueous phase\" (source key: stg.aqueous_phase). All numerical values (molar masses, mass concentrations, time stamps, stage efficiency, reaction descriptions and reaction strings) are taken from that KB. All phases used are indicated explicitly as (a) for aqueous and (o) for organic in the KB.\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ RAG = stg.aqueous_phase\n", "+ Total # of tokens = 16603\n", "Done with report...\n" ] } ], "source": [ "if stage_ai:\n", " issues = ('+ Title your response as: Aqueous Phase Analysis.\\n'\n", " '+ Discuss in particular, for the aqueous phase, why the simulated steady-state concentration of O2 in the aqueous'\n", " ' phase is lower than N2 when the solubility of O2 in the aqueous phase is higher than the solubility of N2.\\n'\n", " f'+ Consider stage efficiency only up to {round(stg.initial_time,2)} seconds.'\n", " )\n", " stage_ai.report(phase='aqueous', issues=issues, markdown_display=markdown_display, save_supporting_info=db_save, print_prompt=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Organic Phase\n", "\n", "Request a report from the LLM." ] }, { "cell_type": "code", "execution_count": 85, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Stage AI assistant: working on report...\n", "\n" ] }, { "data": { "text/markdown": [ "

Organic Phase Analysis

\n", "\n", "

Overview

\n", "\n", "This report analyzes the organic-phase species, their time-dependent concentrations, and the reaction mechanism from the provided Stage Knowledge Base (source: stg.organic_phase). The system is an aqueous–organic extraction (aqueous phase (a) / organic phase (o)) in which tributyl phosphate (TBP) in the organic phase complexes water, nitric acid, and uranyl nitrate. Stage information (the word \"stage\" is used in the Stage Knowledge Base) including stage efficiency and mass balance residuals is available and has been used; stage module data are therefore considered in the analysis.\n", "\n", "

Species characteristics (commercial name, chemical formula, phase, molar mass, atom count)

\n", "\n", "Species characteristics table.\n", "\n", "| Commercial name | Chemical formula (phase) | Phase | Molar mass [kg/mol] | Number of atoms | Notes |\n", "|---|---:|---|---:|---:|---|\n", "| TBP monohydrate | H₂O·[C₄H₉O]₃PO (o) | organic (o) | 0.28433 | 47 | \"TBP Monomer Hydrate\" (info from KB) |\n", "| Nitric acid–TBP complex (1:1) | HNO₃·[C₄H₉O]₃PO (o) | organic (o) | 0.32933 | 49 | \"HNO3-TBP complex\" |\n", "| Nitric acid–TBP complex (1:2) | HNO₃·[[C₄H₉O]₃PO]₂ (o) | organic (o) | 0.59564 | 93 | \"HNO3-2TBP complex\" |\n", "| Uranyl nitrate–2 TBP complex | UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂ (o) | organic (o) | 0.92794 | 99 | \"UO2(NO3)2 * 2TBP\" |\n", "| Tributyl phosphate (free TBP) | [C₄H₉O]₃PO (o) | organic (o) | 0.26631 | 44 | \"Free TBP\" |\n", "| TBP dimer dihydrate | [H₂O]₂·[[C₄H₉O]₃PO]₂ (o) | organic (o) | 0.56866 | 94 | \"TBP Dimer Hydrate\" |\n", "| TBP trimer hexahydrate | [H₂O]₆·[[C₄H₉O]₃PO]₃ (o) | organic (o) | 0.90704 | 150 | \"TBP Trimer Hexahydrate\" |\n", "\n", "

Time-dependent species data (time series)

\n", "\n", "Time-dependent concentrations for organic-phase species. Time unit: seconds (s). Concentration units: not specified in the Stage Knowledge Base (KB does not provide explicit concentration units); values are presented as given in the KB and rounded to five significant digits.\n", "\n", "| Time [s] | TBP (free) | TBP monohydrate | TBP dimer dihydrate | TBP trimer hexahydrate | HNO₃·TBP (1:1) | HNO₃·(TBP)₂ (1:2) | UO₂(NO₃)₂·(TBP)₂ |\n", "|---:|---:|---:|---:|---:|---:|---:|---:|\n", "| 0.0000 | 291.75 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 |\n", "| 10.910 | 261.09 | 4.8193 | 21.828 | 6.0327 | 0.039914 | 0.065060 | 0.52025 |\n", "| 21.820 | 243.26 | 7.6569 | 33.119 | 8.7198 | 0.19533 | 0.29990 | 3.8192 |\n", "| 32.730 | 231.13 | 9.3273 | 38.980 | 9.8429 | 0.42650 | 0.62588 | 10.110 |\n", "| 43.640 | 222.20 | 10.296 | 41.948 | 10.202 | 0.67405 | 0.95367 | 17.829 |\n", "| 54.550 | 215.49 | 10.840 | 43.352 | 10.191 | 0.90260 | 1.2387 | 25.583 |\n", "| 109.090 | 199.46 | 11.313 | 43.549 | 9.1041 | 1.5900 | 1.9844 | 51.964 |\n", "| 163.640 | 194.55 | 11.153 | 42.675 | 8.4882 | 1.8296 | 2.1934 | 62.481 |\n", "| 218.180 | 192.83 | 11.059 | 42.284 | 8.2570 | 1.9132 | 2.2570 | 66.409 |\n", "| 272.730 | 192.21 | 11.020 | 42.133 | 8.1730 | 1.9431 | 2.2781 | 67.861 |\n", "| 327.270 | 191.98 | 11.005 | 42.076 | 8.1424 | 1.9539 | 2.2855 | 68.396 |\n", "\n", "

Stage efficiency (considered only up to 54.55 s)

\n", "\n", "Stage Efficiency (mean ± std) — time history (units: percent [%]; time unit: seconds). Only the time window up to 54.55 s is used for any thermodynamic-equilibrium claims per instruction.\n", "\n", "| Time [s] | Efficiency mean [%] | Efficiency std [%] |\n", "|---:|---:|---:|\n", "| 0.0000 | 0.00000 | 0.00000 |\n", "| 10.910 | 12.400 | 5.7800 |\n", "| 21.820 | 22.320 | 9.1400 |\n", "| 32.730 | 29.890 | 10.230 |\n", "| 43.640 | 35.550 | 9.8900 |\n", "| 54.550 | 39.670 | 8.8500 |\n", "\n", "Observations on stage efficiency (0–54.55 s):\n", "\n", "- The stage efficiency rises from 0% at t = 0 to 39.67% at t = 54.55 s (mean values). The standard deviation is appreciable in the early period (≈5.78–10.23 %) and decreases somewhat later.\n", "\n", "- Because stage efficiency is well below ~100% in the considered window (0–54.55 s), the system cannot be assumed to have reached chemical (thermodynamic) equilibrium; observed species distributions reflect kinetic progression toward extraction equilibrium, not final thermodynamic equilibrium.\n", "\n", "

Mass balance residuals (stage)

\n", "\n", "Total mass generation rate density (units: g·L⁻¹·s⁻¹); time unit: seconds. Values in the KB are effectively zero (displayed as -0.0); here they are presented rounded to five significant digits.\n", "\n", "| Time [s] | Mass balance residual [g·L⁻¹·s⁻¹] |\n", "|---:|---:|\n", "| 0.0000 | -0.00000 |\n", "| 10.910 | -0.00000 |\n", "| 21.820 | -0.00000 |\n", "| 32.730 | -0.00000 |\n", "| 43.640 | -0.00000 |\n", "| 54.550 | -0.00000 |\n", "| 109.090 | -0.00000 |\n", "| 163.640 | -0.00000 |\n", "| 218.180 | -0.00000 |\n", "| 272.730 | -0.00000 |\n", "| 327.270 | -0.00000 |\n", "\n", "Comment on mass balance: The stage mass-balance residuals reported in the KB are essentially zero across the time series; therefore there is no direct evidence of net mass creation or loss within numerical precision of the provided data.\n", "\n", "

Reaction mechanism involving the organic phase

\n", "\n", "The KB provides a set of reversible reactions that couple aqueous-phase species (H₂O(a), H⁺(a), NO₃⁻(a), UO₂²⁺(a)) with organic-phase TBP species. Only reactions that involve organic-phase species are listed and discussed below (the KB gave these reactions explicitly).\n", "\n", "- [C₄H₉O]₃PO(o) + H₂O(a) <-> H₂O·[C₄H₉O]₃PO(o)\n", " - Description (KB): complexation of one H2O molecule\n", " - Additional information: This reaction is the complexation of one aqueous H₂O molecule by a TBP monomer in the organic phase, forming a TBP monohydrate in the organic phase. Reactants include free TBP (organic) and aqueous water (phase notation preserved). This process explains the growth of H₂O·[C₄H₉O]₃PO(o) observed in the time series.\n", "\n", "- 2 [C₄H₉O]₃PO(o) + 2 H₂O(a) <-> [H₂O]₂·[[C₄H₉O]₃PO]₂(o)\n", " - Description (KB): complexation of two H2O molecules\n", " - Additional information: This reaction describes formation of a TBP dimer that binds two water molecules (dimer dihydrate) in the organic phase. It couples two TBP molecules with aqueous water; consistent with the observed increase of the TBP dimer dihydrate concentration over time.\n", "\n", "- 3 [C₄H₉O]₃PO(o) + 6 H₂O(a) <-> [H₂O]₆·[[C₄H₉O]₃PO]₃(o)\n", " - Description (KB): complexation of six H2O molecules\n", " - Additional information: This reaction forms a TBP trimer hexahydrate in the organic phase by complexation of six aqueous water molecules. The KB time series shows growth of this species early on and partial decline later, indicating dynamic association/dissociation and competition with other complexation pathways.\n", "\n", "- H⁺(a) + NO₃⁻(a) + [C₄H₉O]₃PO(o) <-> HNO₃·[C₄H₉O]₃PO(o)\n", " - Description (KB): one TBP complexation of HNO3\n", " - Additional information: This reaction represents extraction (neutral complex formation) of nitric acid by one TBP molecule to form a 1:1 HNO₃–TBP complex in the organic phase. The small but increasing concentration of HNO₃·TBP indicates nitric acid extraction into the organic phase.\n", "\n", "- H⁺(a) + NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <-> HNO₃·[[C₄H₉O]₃PO]₂(o)\n", " - Description (KB): two TBP complexation of HNO3\n", " - Additional information: This reaction is the 1:2 nitric acid–TBP complex formation (HNO₃ with two TBP molecules) in the organic phase. The measured concentrations of this species increase over time, consistent with progressive extraction of HNO₃ and possible ligand-driven stabilization of nitric acid in the organic phase.\n", "\n", "- UO₂²⁺(a) + 2 NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <-> UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o)\n", " - Description (KB): uranyl nitrate complexation with 2TBP\n", " - Additional information: This reaction is the extraction/complexation of uranyl nitrate by two TBP molecules to yield UO₂(NO₃)₂·(TBP)₂ in the organic phase. Time-series data show a pronounced growth of this species (especially after t ~ 32.73 s and beyond), indicating that metal extraction into the organic phase is a dominant process as the experiment proceeds.\n", "\n", "Double-check for missing reactions: The KB reactions that involve organic species are the six listed above. No additional organic-phase reactions were provided in the KB; therefore no organic-phase reactions appear missing from the KB content.\n", "\n", "

Mechanistic comments (organic-phase reaction network)

\n", "\n", "- The organic-phase chemistry is dominated by TBP acting as a neutral donor ligand that complexes water, nitric acid, and uranyl nitrate. Complex formation is reversible in the KB (all reactions given as reversible <->).\n", "\n", "- Competition: Water complexation (mono-, di-, trimer hydrates) competes with HNO₃ and uranyl nitrate complexation for free TBP. This competition is visible in the time series: free TBP declines from 291.75 to 215.49 (by t = 54.55 s) while water- and solute-bound TBP species increase.\n", "\n", "- Kinetics vs. equilibrium: Given the stage efficiency < 40% at 54.55 s, the system has not reached thermodynamic equilibrium in the considered window. Observed changes are consistent with kinetic extraction processes; the reversible reactions will continue to progress toward equilibrium if given sufficient contact time and mixing.\n", "\n", "- Dominant extraction pathway for the metal: The UO₂(NO₃)₂·(TBP)₂ species exhibits the most pronounced relative increase (from 0 at t = 0 to 25.5828 by 54.55 s and continuing to rise later), indicating that metal extraction by TBP is kinetically favored under the provided conditions.\n", "\n", "

Reactions — information content (itemized)

\n", "\n", "- Reaction: [C₄H₉O]₃PO(o) + H₂O(a) <-> H₂O·[C₄H₉O]₃PO(o)\n", " - KB information content: \"complexation of one H2O molecule\"\n", " - Extra annotation: This reaction forms the TBP monohydrate in the organic phase; it couples aqueous water uptake to TBP and reduces free TBP available for other extractions.\n", "\n", "- Reaction: 2 [C₄H₉O]₃PO(o) + 2 H₂O(a) <-> [H₂O]₂·[[C₄H₉O]₃PO]₂(o)\n", " - KB information content: \"complexation of two H2O molecules\"\n", " - Extra annotation: Formation of a TBP dimer dihydrate; accounts for a significant portion of TBP-bound water in the organic phase.\n", "\n", "- Reaction: 3 [C₄H₉O]₃PO(o) + 6 H₂O(a) <-> [H₂O]₆·[[C₄H₉O]₃PO]₃(o)\n", " - KB information content: \"complexation of six H2O molecules\"\n", " - Extra annotation: TBP trimer hexahydrate formation; transient behavior suggests variable stability vs. other complexes.\n", "\n", "- Reaction: H⁺(a) + NO₃⁻(a) + [C₄H₉O]₃PO(o) <-> HNO₃·[C₄H₉O]₃PO(o)\n", " - KB information content: \"one TBP complexation of HNO3\"\n", " - Extra annotation: Extraction of nitric acid as a neutral HNO₃–TBP complex; helps transfer acidity to the organic phase and may influence uranyl nitrate complexation equilibria.\n", "\n", "- Reaction: H⁺(a) + NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <-> HNO₃·[[C₄H₉O]₃PO]₂(o)\n", " - KB information content: \"two TBP complexation of HNO3\"\n", " - Extra annotation: A more strongly solvated HNO₃ complex (1:2) that reduces free TBP further than the 1:1 complex.\n", "\n", "- Reaction: UO₂²⁺(a) + 2 NO₃⁻(a) + 2 [C₄H₉O]₃PO(o) <-> UO₂[NO₃]₂·[[C₄H₉O]₃PO]₂(o)\n", " - KB information content: \"uranyl nitrate complexation with 2TBP\"\n", " - Extra annotation: The principal metal extraction reaction: a neutral uranyl nitrate complex coordinated by two TBP molecules is transferred into the organic phase, strongly reducing free TBP.\n", "\n", "

Conclusions

\n", "\n", "- Mixture type: The system is an aqueous–organic extraction mixture; the organic phase contains free TBP and TBP-based complexes (hydrated TBP monomer/dimer/trimer, HNO₃–TBP complexes, and UO₂(NO₃)₂·(TBP)₂). The mixture in the organic phase is therefore a multicomponent ligand-solvent mixture with neutral complexes (a non-ideal solution of TBP and its solvates/complexes).\n", "\n", "- Equilibrium statement: Up to the considered stage time (0–54.55 s), the stage efficiency remains well below ~100% (39.67% at 54.55 s); therefore the system should not be assumed to have reached thermodynamic equilibrium. Observed species distributions reflect ongoing kinetic extraction dynamics.\n", "\n", "- Mechanistic summary: TBP in the organic phase complexes water and extracted solutes (HNO₃ and uranyl nitrate). Competition among water, nitric acid, and uranyl for TBP binding is evident from the time-series trends. Uranyl nitrate extraction into UO₂(NO₃)₂·(TBP)₂ grows most rapidly, indicating that metal extraction is a dominant pathway under these conditions.\n", "\n", "

Recommendations (succinct)

\n", "\n", "- To assess approach to equilibrium, extend observations or mixing/contact time beyond 54.55 s and monitor stage efficiency toward 100% (if achievable) and species concentrations for plateau behavior.\n", "\n", "- If quantification of extraction equilibria is required, report or add explicit concentration units in the KB (e.g., mol·L⁻¹ or g·L⁻¹) for all species to permit calculation of equilibrium constants.\n", "\n", "- If selectivity between water and solutes for TBP is a design concern, consider measuring or estimating equilibrium constants for the listed reversible reactions and/or performing sensitivity analysis on TBP concentration and aqueous phase composition.\n", "\n", "

Data provenance

\n", "\n", "- Source: Stage Knowledge Base entry titled \"Stage Knowledge Base (Stg-1): organic phase\"; source key: stg.organic_phase.\n", "\n", "- The KB supplied species lists, molar masses, atom counts, time-series concentrations, reaction mechanism entries (reaction strings and short descriptions), stage efficiency time history, and stage mass-balance residuals. Where concentration units were not provided in the KB, the report notes that units are unspecified.\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AI Parameters:\n", "+ LLM model (OpenAI) = gpt-5-mini\n", "+ LLM cleverness = 1.0\n", "+ RAG = stg.organic_phase\n", "+ Total # of tokens = 16267\n", "Done with report...\n" ] } ], "source": [ "if stage_ai:\n", " issues = ('+ Title your response as: Organic Phase Analysis.\\n'\n", " f'+ Consider stage efficiency only up to {round(stg.initial_time,2)} seconds.'\n", " )\n", " stage_ai.report(phase='organic', issues=issues, markdown_display=markdown_display, save_supporting_info=db_save)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "- [1] V. F. de Almeida, [Cortix](https://cortix.org), *Network Dynamics Simulation*, [Cortix Tech](https://cortix.tech), Lowell, MA 01854, USA." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.5" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 4 }