From e986028a4df8fca0ffc5854b4193aa40e20b7b57 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Mon, 10 Feb 2025 15:46:59 +0100 Subject: [PATCH] Second iteration changes in documentation --- documentation/00-readme.md | 148 +++--- documentation/02-tutorials.rst | 600 ++----------------------- documentation/03-features.rst | 39 +- documentation/11-baseline.rst | 55 ++- documentation/12-scenarios.rst | 38 +- documentation/13-kpis.rst | 4 +- documentation/22-co2_calculation.ipynb | 14 +- documentation/_config.yml | 4 +- documentation/img/iron_air_map.png | Bin 0 -> 290357 bytes 9 files changed, 190 insertions(+), 712 deletions(-) create mode 100644 documentation/img/iron_air_map.png diff --git a/documentation/00-readme.md b/documentation/00-readme.md index 06b46d6c6..f1a234682 100644 --- a/documentation/00-readme.md +++ b/documentation/00-readme.md @@ -15,106 +15,90 @@ SPDX-License-Identifier: CC-BY-4.0 [![REUSE status](https://api.reuse.software/badge/github.com/pypsa/pypsa-eur)](https://api.reuse.software/info/github.com/pypsa/pypsa-eur) [![Stack Exchange questions](https://img.shields.io/stackexchange/stackoverflow/t/pypsa)](https://stackoverflow.com/questions/tagged/pypsa) -### The Role of Energy Storage in Germany - -This repository is a soft-fork of [OET/PyPSA-Eur](https://github.com/open-energy-transition/pypsa-eur) and contains the entire project `The Role of Energy Storage in Germany` supported by [Open Energy Transition (OET)](https://openenergytransition.org/)*, including code and report. The philosophy behind this repository is that no intermediary results are included, but all results are computed from raw data and code. The structure is also inspired by [cookiecutter-project](https://github.com/PyPSA/cookiecutter-project). +This repository is a soft-fork of [OET/PyPSA-Eur](https://github.com/open-energy-transition/pypsa-eur) and contains the entire project **The Role of Energy Storage in Germany** supported by [Open Energy Transition (OET)](https://openenergytransition.org/)*, including code and visualization. The philosophy behind this repository is that no intermediary results are included, but all results are computed from raw data and code. This repository is maintained using [OET's soft-fork strategy](https://open-energy-transition.github.io/handbook/docs/Engineering/SoftForkStrategy). OET's primary aim is to contribute as much as possible to the open source (OS) upstream repositories. For long-term changes that cannot be directly merged upstream, the strategy organizes and maintains OET forks, ensuring they remain up-to-date and compatible with upstream, while also supporting future contributions back to the OS repositories. -For further readings of PyPSA and PyPSA-Eur: - -* [PyPSA](https://pypsa-eur.readthedocs.io) -* [PyPSA-Eur](https://pypsa.readthedocs.io) +## The Role of Energy Storage in Germany -Here are an excerp for the introduction of PyPSA-Eur: +Energy storage technologies hold significant promise for reducing carbon emissions. While short-duration storage is popular today, the system benefits for +long duration storage are rather hidden and require more effort to receive policy attention. This project aims to reveal the hidden benefits of multi-day energy storage through the analysis of +energy system models. -### PyPSA-Eur: A Sector-Coupled Open Optimisation Model of the European Energy System +The primary objectives are to develop a policy relevant validated energy system model with a focus on Germany, and integrate various representations of short to long-duration energy storage +into the model. Then, optimization runs are conducted to explore various scenarios to inform policy-makers about the benefits of various types of energy storage. The project will culminate +in a detailed report and the full model open-source code to support global research efforts. OET, an international non-profit organization specializing in open energy modeling software +development and support, will bring its expertise to this project. The organization has a proven track record in promoting transparent, data-driven decision-making in energy policy and +planning, with its software products (including PyPSA-Eur and PyPSA-Earth) used in more than 50 research and industry-related projects. -PyPSA-Eur is an open model dataset of the European energy system at the -transmission network level that covers the full ENTSO-E area. The model is suitable both for operational studies and generation and transmission expansion planning studies. -The continental scope and highly resolved spatial scale enables a proper description of the long-range -smoothing effects for renewable power generation and their varying resource availability. +All results will be based on open-source software and fully reproducible. If implemented successfully for Germany, the methods can be replicated easily within the same model framework all-around the world using, among others, PyPSA-Eur or PyPSA-Earth. -The model is described in the [documentation](https://pypsa-eur.readthedocs.io) -and in the paper -[PyPSA-Eur: An Open Optimisation Model of the European Transmission -System](https://arxiv.org/abs/1806.01613), 2018, -[arXiv:1806.01613](https://arxiv.org/abs/1806.01613). -The model building routines are defined through a snakemake workflow. -Please see the [documentation](https://pypsa-eur.readthedocs.io/) -for installation instructions and other useful information about the snakemake workflow. -The model is designed to be imported into the open toolbox -[PyPSA](https://github.com/PyPSA/PyPSA). - -**WARNING**: PyPSA-Eur is under active development and has several -[limitations](https://pypsa-eur.readthedocs.io/en/latest/limitations.html) which -you should understand before using the model. The github repository -[issues](https://github.com/PyPSA/pypsa-eur/issues) collect known topics we are -working on (please feel free to help or make suggestions). The -[documentation](https://pypsa-eur.readthedocs.io/) remains somewhat patchy. You -can find showcases of the model's capabilities in the Joule paper [The potential -role of a hydrogen network in -Europe](https://doi.org/10.1016/j.joule.2023.06.016), another [paper in Joule -with a description of the industry -sector](https://doi.org/10.1016/j.joule.2022.04.016), or in [a 2021 presentation -at EMP-E](https://nworbmot.org/energy/brown-empe.pdf). We do not recommend to -use the full resolution network model for simulations. At high granularity the -assignment of loads and generators to the nearest network node may not be a -correct assumption, depending on the topology of the underlying distribution -grid, and local grid bottlenecks may cause unrealistic load-shedding or -generator curtailment. We recommend to cluster the network to a couple of -hundred nodes to remove these local inconsistencies. See the discussion in -Section 3.4 "Model validation" of the paper. +For further readings of PyPSA and PyPSA-Eur, check out: +* [PyPSA](https://pypsa.readthedocs.io) +* [PyPSA-Eur](https://pypsa-eur.readthedocs.io) +* [PyPSA-Earth](https://pypsa-earth.readthedocs.io) -![PyPSA-Eur Grid Model](../doc/img/elec.png) +## Scope of the Model -The dataset consists of: +![alt text](img/iron_air_map.png) -- A grid model based on a modified [GridKit](https://github.com/bdw/GridKit) - extraction of the [ENTSO-E Transmission System - Map](https://www.entsoe.eu/data/map/). The grid model contains 7072 lines - (alternating current lines at and above 220kV voltage level and all high - voltage direct current lines) and 3803 substations. -- The open power plant database - [powerplantmatching](https://github.com/PyPSA/powerplantmatching). -- Electrical demand time series from the - [OPSD project](https://open-power-system-data.org/). -- Renewable time series based on ERA5 and SARAH, assembled using the [atlite tool](https://github.com/PyPSA/atlite). -- Geographical potentials for wind and solar generators based on land use (CORINE) and excluding nature reserves (Natura2000) are computed with the [atlite library](https://github.com/PyPSA/atlite). +To run multiple scenarios with a reasonable amount of computational power, we limit the scope of the model to the following: -A sector-coupled extension adds demand -and supply for the following sectors: transport, space and water -heating, biomass, industry and industrial feedstocks, agriculture, -forestry and fishing. This completes the energy system and includes -all greenhouse gas emitters except waste management and land use. +- **Spatial Scope**: + - The model includes Germany, along with its neighboring countries and Italy, making up 12 out of the 34 countries in PyPSA-Eur. + - The spatial resolution are 52 nodes in total, with 31 nodes dedicated to Germany, making the results for Germany more accurate than those for other modeled countries. +- **Temporal Scope**: + - The analysis targets the near-term application of iron-air storage technologies, focusing on the year 2035, while PyPSA-Eur models the period from 2020 to 2050 in 5-year intervals. + - The temporal resolution is based on 4380 hours, instead of the full 8760 hours. +- **Sectoral Scope**: + - The model includes only sectors with energy storage technologies, specifically the power, heating, and transport sectors, excluding the industrial sector. -This diagram gives an overview of the sectors and the links between -them: +To view all the changes in detail, check out: -![sector diagram](doc/img/multisector_figure.png) +* [Base Configuration](https://open-energy-transition.github.io/form-energy-storage/11-baseline.html) +* [Features](https://open-energy-transition.github.io/form-energy-storage/03-features.html) -Each of these sectors is built up on the transmission network nodes -from [PyPSA-Eur](https://github.com/PyPSA/pypsa-eur): +## PyPSA-Eur: A Sector-Coupled Open Optimisation Model of the European Energy System -![network diagram](https://github.com/PyPSA/pypsa-eur/blob/master/doc/img/base.png?raw=true) +PyPSA-Eur is an open model dataset of the European energy system at the +transmission network level that covers the full ENTSO-E area. The model is suitable both for operational studies and generation and transmission expansion planning studies. +The continental scope and highly resolved spatial scale enables a proper description of the long-range +smoothing effects for renewable power generation and their varying resource availability. -For computational reasons the model is usually clustered down -to 50-200 nodes. +The original PyPSA-Eur model is described in the [documentation](https://pypsa-eur.readthedocs.io) +and in the paper[PyPSA-Eur: An Open Optimisation Model of the European Transmission System](https://arxiv.org/abs/1806.01613), 2018, +[arXiv:1806.01613](https://arxiv.org/abs/1806.01613). -Already-built versions of the model can be found in the accompanying [Zenodo -repository](https://doi.org/10.5281/zenodo.3601881). +![PyPSA-Eur Grid Model](../doc/img/elec.png) -### Contributing and Support -We strongly welcome anyone interested in contributing to this project. If you have any ideas, suggestions or encounter problems, feel invited to file issues or make pull requests on GitHub. -- In case of code-related **questions**, please post on [stack overflow](https://stackoverflow.com/questions/tagged/pypsa). -- For non-programming related and more general questions please refer to the [mailing list](https://groups.google.com/group/pypsa). -- To **discuss** with other PyPSA users, organise projects, share news, and get in touch with the community you can use the [discord server](https://discord.com/invite/AnuJBk23FU). -- For **bugs and feature requests**, please use the [PyPSA-Eur Github Issues page](https://github.com/PyPSA/pypsa-eur/issues). +The dataset consists of: -### Licence +- A grid model based on a modified [GridKit](https://github.com/bdw/GridKit) extraction of the [ENTSO-E Transmission System Map](https://www.entsoe.eu/data/map/). The grid model contains 7072 lines + (alternating current lines at and above 220kV voltage level and all high voltage direct current lines) and 3803 substations. +- The open power plant database [powerplantmatching](https://github.com/PyPSA/powerplantmatching). +- Electrical demand time series from the [OPSD project](https://open-power-system-data.org/). +- Renewable time series based on ERA5 and SARAH, assembled using the [atlite tool](https://github.com/PyPSA/atlite). +- Geographical potentials for wind and solar generators based on land use (CORINE) and excluding nature reserves (Natura2000) are computed with the [atlite library](https://github.com/PyPSA/atlite). -The code in PyPSA-Eur is released as free software under the -[MIT License](https://opensource.org/licenses/MIT), see [`doc/licenses.rst`](doc/licenses.rst). -However, different licenses and terms of use may apply to the various -input data, see [`doc/data_sources.rst`](doc/data_sources.rst). \ No newline at end of file +A sector-coupled extension adds demand and supply for the following sectors: transport, space and water heating, biomass, industry and industrial feedstocks, agriculture, +forestry and fishing. This completes the energy system and includes all greenhouse gas emitters except waste management and land use. + +Each of these sectors is built up on the transmission network nodes from [PyPSA-Eur](https://github.com/PyPSA/pypsa-eur): + +## Repository structure + +* `benchmarks`: will store `snakemake` benchmarks (does not exist initially) +* `config`: configurations used in the study +* `cutouts`: will store raw weather data cutouts from `atlite` (does not exist initially) +* `data`: includes input data that is not produced by any `snakemake` rule +* `doc`: includes all files necessary to build the `readthedocs` documentation of PyPSA-Eur +* `documentation`: includes all files necessary to build the `jupyter book` documentation of Form Energy Storage version of PyPSA-Eur +* `envs`: includes all the `mamba` environment specifications to run the workflow +* `logs`: will store log files (does not exist initially) +* `notebooks`: includes all the `notebooks` used for ad-hoc analysis + +* `rules`: includes all the `snakemake`rules loaded in the `Snakefile` +* `resources`: will store intermediate results of the workflow which can be picked up again by subsequent rules (does not exist initially) +* `results`: will store the solved PyPSA network data, summary files and plots (does not exist initially) +* `scripts`: includes all the Python scripts executed by the `snakemake` rules to build the model \ No newline at end of file diff --git a/documentation/02-tutorials.rst b/documentation/02-tutorials.rst index 08f62359c..ca23ff8b9 100644 --- a/documentation/02-tutorials.rst +++ b/documentation/02-tutorials.rst @@ -5,8 +5,8 @@ Tutorials This is a brief tutorial on how to use the Form Energy Storage scenarios. Unlike the original PyPSA-Eur repository, this version comes pre-configured with scenarios that you can test run. -Test run Scenarios -===================== +Build the tutorial model +========================= First, open the ``config.form.yaml`` file using a code editor of your choice, and navigate to the ``run`` section: @@ -23,8 +23,10 @@ The content of ``baseline-mds`` is defined in ``scenarios.form.yaml``. :start-at: baseline-mds: :end-before: baseline-nomds: +To create your own scenarios, it's recommended to define the configurations in ``scenarios.form.yaml`` by either modifying an existing scenario or duplicating and renaming a scenario. + .. note:: - If you want to create a model that minimizes computational time, you can adjust the ``clustering: temporal: resolution_sector`` setting here: + If you want to create a model with lower computational requirements, you can adjust the ``clustering: temporal: resolution_sector`` setting here: .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -41,7 +43,10 @@ The content of ``baseline-mds`` is defined in ``scenarios.form.yaml``. If you want to test run this model on your computer, replace ``4380SEG`` with ``100H``. -Before running the model, run the snakemake command: +Run the model +========================= + +Before running the model, it's recommended to test run the snakemake command: .. code:: console @@ -113,277 +118,38 @@ The ``-n`` at the end indicates a dry run. If no errors occur, it will list the time_aggregation 1 total 68 +.. note:: + If an error occurs due to missing data, the first solution is to check the ``enable:`` setting in ``config.form.yaml``. + + .. literalinclude:: ../config/config.form.yaml + :language: yaml + :start-at: enable: + :end-before: # docs + + * ``retrieve_databundle``: set this to true if a file in ``data/`` is missing + * ``retrieve_cost_data``: set this to true if ``resources/.. ../cost_2035.csv`` is missing + * ``retrieve_cutout``: set this to true if ``cutouts/europe-2013-sarah3-era5.nc`` is missing + + For cutouts from years other than 2013, 2018, and 2023, you can download them from xx. + To create the model, run the snakemake command: .. code:: console snakemake solve_sector_networks --configfile config/config.form.yaml -This triggers a workflow of multiple preceding jobs that depend on each rule's inputs and outputs: - -.. graphviz:: - :class: full-width - :align: center - - digraph snakemake_dag { - graph[bgcolor=white, margin=0]; - node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; - edge[penwidth=2, color=grey]; - 0[label = "solve_sector_networks", color = "0.50 0.6 0.85", style="rounded"]; - 1[label = "solve_sector_network_myopic", color = "0.43 0.6 0.85", style="rounded"]; - 2[label = "final_adjustment_myopic", color = "0.52 0.6 0.85", style="rounded"]; - 3[label = "add_existing_baseyear", color = "0.63 0.6 0.85", style="rounded"]; - 4[label = "prepare_sector_network", color = "0.29 0.6 0.85", style="rounded"]; - 5[label = "build_renewable_profiles", color = "0.13 0.6 0.85", style="rounded"]; - 6[label = "determine_availability_matrix\ntechnology: offwind-ac", color = "0.40 0.6 0.85", style="rounded"]; - 7[label = "build_ship_raster\nrun: baseline-mds", color = "0.41 0.6 0.85", style="rounded"]; - 8[label = "retrieve_ship_raster", color = "0.53 0.6 0.85", style="rounded"]; - 9[label = "build_shapes\nrun: baseline-mds", color = "0.38 0.6 0.85", style="rounded"]; - 10[label = "retrieve_naturalearth_countries", color = "0.65 0.6 0.85", style="rounded,dashed"]; - 11[label = "retrieve_eez", color = "0.45 0.6 0.85", style="rounded,dashed"]; - 12[label = "retrieve_nuts_shapes", color = "0.04 0.6 0.85", style="rounded,dashed"]; - 13[label = "cluster_network\nclusters: 52", color = "0.05 0.6 0.85", style="rounded"]; - 14[label = "simplify_network", color = "0.10 0.6 0.85", style="rounded"]; - 15[label = "add_transmission_projects_and_dlr", color = "0.60 0.6 0.85", style="rounded"]; - 16[label = "base_network", color = "0.34 0.6 0.85", style="rounded"]; - 17[label = "retrieve_osm_prebuilt", color = "0.56 0.6 0.85", style="rounded"]; - 18[label = "build_transmission_projects", color = "0.15 0.6 0.85", style="rounded"]; - 19[label = "build_electricity_demand_base", color = "0.66 0.6 0.85", style="rounded"]; - 20[label = "build_electricity_demand\nrun: baseline-mds", color = "0.58 0.6 0.85", style="rounded"]; - 21[label = "retrieve_electricity_demand", color = "0.15 0.6 0.85", style="rounded"]; - 22[label = "retrieve_synthetic_electricity_demand", color = "0.49 0.6 0.85", style="rounded,dashed"]; - 23[label = "build_renewable_profiles", color = "0.13 0.6 0.85", style="rounded"]; - 24[label = "determine_availability_matrix\ntechnology: offwind-dc", color = "0.40 0.6 0.85", style="rounded"]; - 25[label = "build_renewable_profiles", color = "0.13 0.6 0.85", style="rounded"]; - 26[label = "determine_availability_matrix\ntechnology: offwind-float", color = "0.40 0.6 0.85", style="rounded"]; - 27[label = "cluster_gas_network", color = "0.25 0.6 0.85", style="rounded"]; - 28[label = "build_gas_network\nrun: baseline-mds", color = "0.64 0.6 0.85", style="rounded"]; - 29[label = "retrieve_gas_infrastructure_data", color = "0.21 0.6 0.85", style="rounded"]; - 30[label = "build_gas_input_locations", color = "0.06 0.6 0.85", style="rounded"]; - 31[label = "retrieve_gem_europe_gas_tracker", color = "0.35 0.6 0.85", style="rounded,dashed"]; - 32[label = "time_aggregation\nsector_opts: ", color = "0.12 0.6 0.85", style="rounded"]; - 33[label = "prepare_network\nll: v1.11\nopts: ", color = "0.26 0.6 0.85", style="rounded"]; - 34[label = "add_electricity", color = "0.62 0.6 0.85", style="rounded"]; - 35[label = "build_renewable_profiles", color = "0.13 0.6 0.85", style="rounded"]; - 36[label = "determine_availability_matrix\ntechnology: solar", color = "0.40 0.6 0.85", style="rounded"]; - 37[label = "build_renewable_profiles", color = "0.13 0.6 0.85", style="rounded"]; - 38[label = "determine_availability_matrix\ntechnology: solar-hsat", color = "0.40 0.6 0.85", style="rounded"]; - 39[label = "build_renewable_profiles", color = "0.13 0.6 0.85", style="rounded"]; - 40[label = "determine_availability_matrix\ntechnology: onwind", color = "0.40 0.6 0.85", style="rounded"]; - 41[label = "build_hydro_profile", color = "0.23 0.6 0.85", style="rounded"]; - 42[label = "retrieve_cost_data\nrun: baseline-mds\nyear: 2035", color = "0.18 0.6 0.85", style="rounded"]; - 43[label = "build_powerplants", color = "0.31 0.6 0.85", style="rounded"]; - 44[label = "build_hourly_heat_demand", color = "0.30 0.6 0.85", style="rounded"]; - 45[label = "build_daily_heat_demand", color = "0.54 0.6 0.85", style="rounded"]; - 46[label = "build_population_layouts", color = "0.18 0.6 0.85", style="rounded"]; - 47[label = "retrieve_worldbank_urban_population", color = "0.30 0.6 0.85", style="rounded,dashed"]; - 48[label = "build_solar_thermal_profiles", color = "0.51 0.6 0.85", style="rounded"]; - 49[label = "build_population_weighted_energy_totals\nkind: energy", color = "0.39 0.6 0.85", style="rounded"]; - 50[label = "build_energy_totals", color = "0.55 0.6 0.85", style="rounded"]; - 51[label = "build_clustered_population_layouts", color = "0.04 0.6 0.85", style="rounded"]; - 52[label = "build_population_weighted_energy_totals\nkind: heat", color = "0.39 0.6 0.85", style="rounded"]; - 53[label = "build_heat_totals", color = "0.39 0.6 0.85", style="rounded"]; - 54[label = "build_shipping_demand", color = "0.20 0.6 0.85", style="rounded"]; - 55[label = "build_transport_demand", color = "0.01 0.6 0.85", style="rounded"]; - 56[label = "build_temperature_profiles", color = "0.25 0.6 0.85", style="rounded"]; - 57[label = "build_biomass_potentials\nplanning_horizons: 2035", color = "0.02 0.6 0.85", style="rounded"]; - 58[label = "retrieve_jrc_enspreso_biomass", color = "0.02 0.6 0.85", style="rounded,dashed"]; - 59[label = "build_salt_cavern_potentials", color = "0.17 0.6 0.85", style="rounded"]; - 60[label = "build_industrial_energy_demand_per_node", color = "0.47 0.6 0.85", style="rounded"]; - 61[label = "build_industry_sector_ratios_intermediate\nplanning_horizons: 2035", color = "0.11 0.6 0.85", style="rounded"]; - 62[label = "build_industry_sector_ratios", color = "0.49 0.6 0.85", style="rounded"]; - 63[label = "build_ammonia_production\nrun: baseline-mds", color = "0.31 0.6 0.85", style="rounded"]; - 64[label = "retrieve_usgs_ammonia_production", color = "0.24 0.6 0.85", style="rounded,dashed"]; - 65[label = "build_industrial_energy_demand_per_country_today", color = "0.41 0.6 0.85", style="rounded"]; - 66[label = "build_industrial_production_per_country", color = "0.32 0.6 0.85", style="rounded"]; - 67[label = "build_industrial_production_per_node", color = "0.48 0.6 0.85", style="rounded"]; - 68[label = "build_industrial_distribution_key", color = "0.13 0.6 0.85", style="rounded"]; - 69[label = "retrieve_hotmaps_industrial_sites", color = "0.03 0.6 0.85", style="rounded,dashed"]; - 70[label = "retrieve_gem_steel_plant_tracker", color = "0.36 0.6 0.85", style="rounded,dashed"]; - 71[label = "build_industrial_production_per_country_tomorrow\nplanning_horizons: 2035", color = "0.06 0.6 0.85", style="rounded"]; - 72[label = "build_industrial_energy_demand_per_node_today", color = "0.03 0.6 0.85", style="rounded"]; - 73[label = "build_district_heat_share\nplanning_horizons: 2035", color = "0.52 0.6 0.85", style="rounded"]; - 74[label = "build_cop_profiles", color = "0.61 0.6 0.85", style="rounded"]; - 75[label = "build_central_heating_temperature_profiles\nplanning_horizons: 2035", color = "0.16 0.6 0.85", style="rounded"]; - 76[label = "build_direct_heat_source_utilisation_profiles", color = "0.59 0.6 0.85", style="rounded"]; - 77[label = "build_existing_heating_distribution", color = "0.08 0.6 0.85", style="rounded"]; - 1 -> 0 - 2 -> 1 - 42 -> 1 - 3 -> 2 - 4 -> 3 - 43 -> 3 - 14 -> 3 - 13 -> 3 - 51 -> 3 - 42 -> 3 - 74 -> 3 - 77 -> 3 - 50 -> 3 - 5 -> 4 - 23 -> 4 - 25 -> 4 - 27 -> 4 - 30 -> 4 - 32 -> 4 - 33 -> 4 - 49 -> 4 - 52 -> 4 - 54 -> 4 - 55 -> 4 - 44 -> 4 - 50 -> 4 - 57 -> 4 - 42 -> 4 - 59 -> 4 - 14 -> 4 - 13 -> 4 - 51 -> 4 - 60 -> 4 - 67 -> 4 - 73 -> 4 - 56 -> 4 - 74 -> 4 - 48 -> 4 - 76 -> 4 - 6 -> 5 - 9 -> 5 - 13 -> 5 - 7 -> 6 - 9 -> 6 - 13 -> 6 - 8 -> 7 - 10 -> 9 - 11 -> 9 - 12 -> 9 - 14 -> 13 - 19 -> 13 - 15 -> 14 - 16 -> 14 - 16 -> 15 - 18 -> 15 - 17 -> 16 - 9 -> 16 - 16 -> 18 - 9 -> 18 - 14 -> 19 - 9 -> 19 - 20 -> 19 - 21 -> 20 - 22 -> 20 - 24 -> 23 - 9 -> 23 - 13 -> 23 - 7 -> 24 - 9 -> 24 - 13 -> 24 - 26 -> 25 - 9 -> 25 - 13 -> 25 - 7 -> 26 - 9 -> 26 - 13 -> 26 - 28 -> 27 - 13 -> 27 - 29 -> 28 - 31 -> 30 - 29 -> 30 - 13 -> 30 - 33 -> 32 - 44 -> 32 - 48 -> 32 - 34 -> 33 - 42 -> 33 - 35 -> 34 - 37 -> 34 - 39 -> 34 - 5 -> 34 - 23 -> 34 - 25 -> 34 - 41 -> 34 - 13 -> 34 - 42 -> 34 - 43 -> 34 - 19 -> 34 - 36 -> 35 - 9 -> 35 - 13 -> 35 - 9 -> 36 - 13 -> 36 - 38 -> 37 - 9 -> 37 - 13 -> 37 - 9 -> 38 - 13 -> 38 - 40 -> 39 - 9 -> 39 - 13 -> 39 - 9 -> 40 - 13 -> 40 - 9 -> 41 - 13 -> 43 - 45 -> 44 - 46 -> 45 - 13 -> 45 - 9 -> 46 - 47 -> 46 - 46 -> 48 - 13 -> 48 - 50 -> 49 - 51 -> 49 - 9 -> 50 - 46 -> 51 - 13 -> 51 - 53 -> 52 - 51 -> 52 - 50 -> 53 - 9 -> 54 - 13 -> 54 - 50 -> 54 - 51 -> 55 - 49 -> 55 - 50 -> 55 - 56 -> 55 - 46 -> 56 - 13 -> 56 - 58 -> 57 - 12 -> 57 - 13 -> 57 - 9 -> 57 - 13 -> 59 - 61 -> 60 - 67 -> 60 - 72 -> 60 - 62 -> 61 - 65 -> 61 - 66 -> 61 - 63 -> 62 - 64 -> 63 - 50 -> 65 - 66 -> 65 - 63 -> 66 - 68 -> 67 - 71 -> 67 - 13 -> 68 - 51 -> 68 - 69 -> 68 - 70 -> 68 - 66 -> 71 - 68 -> 72 - 65 -> 72 - 50 -> 73 - 51 -> 73 - 75 -> 74 - 56 -> 74 - 13 -> 74 - 56 -> 75 - 13 -> 75 - 75 -> 76 - 51 -> 77 - 49 -> 77 - 73 -> 77 - } -| +This triggers a workflow of multiple preceding jobs that depend on each rule's inputs and outputs. + +Analyze the model +========================= + +There are several ways to analyze the results of the Snakemake run: + +* By using the CSV files and graphs located in ``results/../csvs/`` and ``results/../graphs/`` +* By using a pre-configured Jupyter Notebook in ``notebooks/`` or any Jupyter Notebook of your choice. +* By utilizing the customizable KPIs in ``results/../maps/`` + +The automatic generation of KPI plots is a feature from this project and may be upstreamed in the future. To create your own custom KPI plots, see `KPI Configuration `_ To generate the KPI plots, run the snakemake command: @@ -391,298 +157,4 @@ To generate the KPI plots, run the snakemake command: snakemake plot_KPIs_all --configfile config/config.form.yaml - -.. graphviz:: - :class: full-width - :align: center - - digraph snakemake_dag { - graph[bgcolor=white, margin=0]; - node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; - edge[penwidth=2, color=grey]; - 0[label = "plot_KPIs_all", color = "0.55 0.6 0.85", style="rounded"]; - 1[label = "plot_KPIs", color = "0.21 0.6 0.85", style="rounded"]; - 2[label = "solve_sector_network_myopic", color = "0.18 0.6 0.85", style="rounded"]; - 3[label = "final_adjustment_myopic", color = "0.55 0.6 0.85", style="rounded"]; - 4[label = "add_existing_baseyear", color = "0.56 0.6 0.85", style="rounded"]; - 5[label = "prepare_sector_network", color = "0.16 0.6 0.85", style="rounded"]; - 6[label = "build_renewable_profiles", color = "0.58 0.6 0.85", style="rounded"]; - 7[label = "determine_availability_matrix\ntechnology: offwind-ac", color = "0.44 0.6 0.85", style="rounded"]; - 8[label = "build_ship_raster\nrun: baseline-mds", color = "0.63 0.6 0.85", style="rounded"]; - 9[label = "retrieve_ship_raster", color = "0.64 0.6 0.85", style="rounded"]; - 10[label = "build_shapes\nrun: baseline-mds", color = "0.34 0.6 0.85", style="rounded"]; - 11[label = "retrieve_naturalearth_countries", color = "0.29 0.6 0.85", style="rounded,dashed"]; - 12[label = "retrieve_eez", color = "0.16 0.6 0.85", style="rounded,dashed"]; - 13[label = "retrieve_nuts_shapes", color = "0.03 0.6 0.85", style="rounded,dashed"]; - 14[label = "cluster_network\nclusters: 52", color = "0.49 0.6 0.85", style="rounded"]; - 15[label = "simplify_network", color = "0.04 0.6 0.85", style="rounded"]; - 16[label = "add_transmission_projects_and_dlr", color = "0.61 0.6 0.85", style="rounded"]; - 17[label = "base_network", color = "0.10 0.6 0.85", style="rounded"]; - 18[label = "retrieve_osm_prebuilt", color = "0.06 0.6 0.85", style="rounded"]; - 19[label = "build_transmission_projects", color = "0.57 0.6 0.85", style="rounded"]; - 20[label = "build_electricity_demand_base", color = "0.26 0.6 0.85", style="rounded"]; - 21[label = "build_electricity_demand\nrun: baseline-mds", color = "0.43 0.6 0.85", style="rounded"]; - 22[label = "retrieve_electricity_demand", color = "0.51 0.6 0.85", style="rounded"]; - 23[label = "retrieve_synthetic_electricity_demand", color = "0.11 0.6 0.85", style="rounded,dashed"]; - 24[label = "build_renewable_profiles", color = "0.58 0.6 0.85", style="rounded"]; - 25[label = "determine_availability_matrix\ntechnology: offwind-dc", color = "0.44 0.6 0.85", style="rounded"]; - 26[label = "build_renewable_profiles", color = "0.58 0.6 0.85", style="rounded"]; - 27[label = "determine_availability_matrix\ntechnology: offwind-float", color = "0.44 0.6 0.85", style="rounded"]; - 28[label = "cluster_gas_network", color = "0.14 0.6 0.85", style="rounded"]; - 29[label = "build_gas_network\nrun: baseline-mds", color = "0.07 0.6 0.85", style="rounded"]; - 30[label = "retrieve_gas_infrastructure_data", color = "0.22 0.6 0.85", style="rounded"]; - 31[label = "build_gas_input_locations", color = "0.04 0.6 0.85", style="rounded"]; - 32[label = "retrieve_gem_europe_gas_tracker", color = "0.17 0.6 0.85", style="rounded,dashed"]; - 33[label = "time_aggregation\nsector_opts: ", color = "0.65 0.6 0.85", style="rounded"]; - 34[label = "prepare_network\nll: v1.11\nopts: ", color = "0.12 0.6 0.85", style="rounded"]; - 35[label = "add_electricity", color = "0.39 0.6 0.85", style="rounded"]; - 36[label = "build_renewable_profiles", color = "0.58 0.6 0.85", style="rounded"]; - 37[label = "determine_availability_matrix\ntechnology: solar", color = "0.44 0.6 0.85", style="rounded"]; - 38[label = "build_renewable_profiles", color = "0.58 0.6 0.85", style="rounded"]; - 39[label = "determine_availability_matrix\ntechnology: solar-hsat", color = "0.44 0.6 0.85", style="rounded"]; - 40[label = "build_renewable_profiles", color = "0.58 0.6 0.85", style="rounded"]; - 41[label = "determine_availability_matrix\ntechnology: onwind", color = "0.44 0.6 0.85", style="rounded"]; - 42[label = "build_hydro_profile", color = "0.44 0.6 0.85", style="rounded"]; - 43[label = "retrieve_cost_data\nrun: baseline-mds\nyear: 2035", color = "0.57 0.6 0.85", style="rounded"]; - 44[label = "build_powerplants", color = "0.31 0.6 0.85", style="rounded"]; - 45[label = "build_hourly_heat_demand", color = "0.60 0.6 0.85", style="rounded"]; - 46[label = "build_daily_heat_demand", color = "0.25 0.6 0.85", style="rounded"]; - 47[label = "build_population_layouts", color = "0.08 0.6 0.85", style="rounded"]; - 48[label = "retrieve_worldbank_urban_population", color = "0.66 0.6 0.85", style="rounded,dashed"]; - 49[label = "build_solar_thermal_profiles", color = "0.22 0.6 0.85", style="rounded"]; - 50[label = "build_population_weighted_energy_totals\nkind: energy", color = "0.27 0.6 0.85", style="rounded"]; - 51[label = "build_energy_totals", color = "0.41 0.6 0.85", style="rounded"]; - 52[label = "build_clustered_population_layouts", color = "0.26 0.6 0.85", style="rounded"]; - 53[label = "build_population_weighted_energy_totals\nkind: heat", color = "0.27 0.6 0.85", style="rounded"]; - 54[label = "build_heat_totals", color = "0.52 0.6 0.85", style="rounded"]; - 55[label = "build_shipping_demand", color = "0.45 0.6 0.85", style="rounded"]; - 56[label = "build_transport_demand", color = "0.00 0.6 0.85", style="rounded"]; - 57[label = "build_temperature_profiles", color = "0.02 0.6 0.85", style="rounded"]; - 58[label = "build_biomass_potentials\nplanning_horizons: 2035", color = "0.12 0.6 0.85", style="rounded"]; - 59[label = "retrieve_jrc_enspreso_biomass", color = "0.18 0.6 0.85", style="rounded,dashed"]; - 60[label = "build_salt_cavern_potentials", color = "0.48 0.6 0.85", style="rounded"]; - 61[label = "build_industrial_energy_demand_per_node", color = "0.13 0.6 0.85", style="rounded"]; - 62[label = "build_industry_sector_ratios_intermediate\nplanning_horizons: 2035", color = "0.58 0.6 0.85", style="rounded"]; - 63[label = "build_industry_sector_ratios", color = "0.54 0.6 0.85", style="rounded"]; - 64[label = "build_ammonia_production\nrun: baseline-mds", color = "0.01 0.6 0.85", style="rounded"]; - 65[label = "retrieve_usgs_ammonia_production", color = "0.11 0.6 0.85", style="rounded,dashed"]; - 66[label = "build_industrial_energy_demand_per_country_today", color = "0.64 0.6 0.85", style="rounded"]; - 67[label = "build_industrial_production_per_country", color = "0.23 0.6 0.85", style="rounded"]; - 68[label = "build_industrial_production_per_node", color = "0.59 0.6 0.85", style="rounded"]; - 69[label = "build_industrial_distribution_key", color = "0.46 0.6 0.85", style="rounded"]; - 70[label = "retrieve_hotmaps_industrial_sites", color = "0.50 0.6 0.85", style="rounded,dashed"]; - 71[label = "retrieve_gem_steel_plant_tracker", color = "0.24 0.6 0.85", style="rounded,dashed"]; - 72[label = "build_industrial_production_per_country_tomorrow\nplanning_horizons: 2035", color = "0.39 0.6 0.85", style="rounded"]; - 73[label = "build_industrial_energy_demand_per_node_today", color = "0.15 0.6 0.85", style="rounded"]; - 74[label = "build_district_heat_share\nplanning_horizons: 2035", color = "0.45 0.6 0.85", style="rounded"]; - 75[label = "build_cop_profiles", color = "0.49 0.6 0.85", style="rounded"]; - 76[label = "build_central_heating_temperature_profiles\nplanning_horizons: 2035", color = "0.21 0.6 0.85", style="rounded"]; - 77[label = "build_direct_heat_source_utilisation_profiles", color = "0.59 0.6 0.85", style="rounded"]; - 78[label = "build_existing_heating_distribution", color = "0.33 0.6 0.85", style="rounded"]; - 79[label = "make_summary", color = "0.62 0.6 0.85", style="rounded"]; - 80[label = "plot_power_network_clustered", color = "0.53 0.6 0.85", style="rounded"]; - 81[label = "plot_power_network", color = "0.25 0.6 0.85", style="rounded"]; - 1 -> 0 - 2 -> 1 - 14 -> 1 - 79 -> 1 - 3 -> 2 - 43 -> 2 - 4 -> 3 - 5 -> 4 - 44 -> 4 - 15 -> 4 - 14 -> 4 - 52 -> 4 - 43 -> 4 - 75 -> 4 - 78 -> 4 - 51 -> 4 - 6 -> 5 - 24 -> 5 - 26 -> 5 - 28 -> 5 - 31 -> 5 - 33 -> 5 - 34 -> 5 - 50 -> 5 - 53 -> 5 - 55 -> 5 - 56 -> 5 - 45 -> 5 - 51 -> 5 - 58 -> 5 - 43 -> 5 - 60 -> 5 - 15 -> 5 - 14 -> 5 - 52 -> 5 - 61 -> 5 - 68 -> 5 - 74 -> 5 - 57 -> 5 - 75 -> 5 - 49 -> 5 - 77 -> 5 - 7 -> 6 - 10 -> 6 - 14 -> 6 - 8 -> 7 - 10 -> 7 - 14 -> 7 - 9 -> 8 - 11 -> 10 - 12 -> 10 - 13 -> 10 - 15 -> 14 - 20 -> 14 - 16 -> 15 - 17 -> 15 - 17 -> 16 - 19 -> 16 - 18 -> 17 - 10 -> 17 - 17 -> 19 - 10 -> 19 - 15 -> 20 - 10 -> 20 - 21 -> 20 - 22 -> 21 - 23 -> 21 - 25 -> 24 - 10 -> 24 - 14 -> 24 - 8 -> 25 - 10 -> 25 - 14 -> 25 - 27 -> 26 - 10 -> 26 - 14 -> 26 - 8 -> 27 - 10 -> 27 - 14 -> 27 - 29 -> 28 - 14 -> 28 - 30 -> 29 - 32 -> 31 - 30 -> 31 - 14 -> 31 - 34 -> 33 - 45 -> 33 - 49 -> 33 - 35 -> 34 - 43 -> 34 - 36 -> 35 - 38 -> 35 - 40 -> 35 - 6 -> 35 - 24 -> 35 - 26 -> 35 - 42 -> 35 - 14 -> 35 - 43 -> 35 - 44 -> 35 - 20 -> 35 - 37 -> 36 - 10 -> 36 - 14 -> 36 - 10 -> 37 - 14 -> 37 - 39 -> 38 - 10 -> 38 - 14 -> 38 - 10 -> 39 - 14 -> 39 - 41 -> 40 - 10 -> 40 - 14 -> 40 - 10 -> 41 - 14 -> 41 - 10 -> 42 - 14 -> 44 - 46 -> 45 - 47 -> 46 - 14 -> 46 - 10 -> 47 - 48 -> 47 - 47 -> 49 - 14 -> 49 - 51 -> 50 - 52 -> 50 - 10 -> 51 - 47 -> 52 - 14 -> 52 - 54 -> 53 - 52 -> 53 - 51 -> 54 - 10 -> 55 - 14 -> 55 - 51 -> 55 - 52 -> 56 - 50 -> 56 - 51 -> 56 - 57 -> 56 - 47 -> 57 - 14 -> 57 - 59 -> 58 - 13 -> 58 - 14 -> 58 - 10 -> 58 - 14 -> 60 - 62 -> 61 - 68 -> 61 - 73 -> 61 - 63 -> 62 - 66 -> 62 - 67 -> 62 - 64 -> 63 - 65 -> 64 - 51 -> 66 - 67 -> 66 - 64 -> 67 - 69 -> 68 - 72 -> 68 - 14 -> 69 - 52 -> 69 - 70 -> 69 - 71 -> 69 - 67 -> 72 - 69 -> 73 - 66 -> 73 - 51 -> 74 - 52 -> 74 - 76 -> 75 - 57 -> 75 - 14 -> 75 - 57 -> 76 - 14 -> 76 - 76 -> 77 - 52 -> 78 - 50 -> 78 - 74 -> 78 - 2 -> 79 - 43 -> 79 - 80 -> 79 - 81 -> 79 - 14 -> 80 - 2 -> 81 - 14 -> 81 - } -| - -Repository structure -===================== - -* ``benchmarks``: will store ``snakemake`` benchmarks (does not exist initially) -* ``config``: configurations used in the study -* ``cutouts``: will store raw weather data cutouts from ``atlite`` (does not exist initially) -* ``data``: includes input data that is not produced by any ``snakemake`` rule -* ``doc``: includes all files necessary to build the ``readthedocs`` documentation of PyPSA-Eur -* ``envs``: includes all the ``mamba`` environment specifications to run the workflow -* ``logs``: will store log files (does not exist initially) -* ``notebooks``: includes all the ``notebooks`` used for ad-hoc analysis -* ``report``: contains all files necessary to build the report; plots and result files are generated automatically -* ``rules``: includes all the ``snakemake``rules loaded in the ``Snakefile`` -* ``resources``: will store intermediate results of the workflow which can be picked up again by subsequent rules (does not exist initially) -* ``results``: will store the solved PyPSA network data, summary files and plots (does not exist initially) -* ``scripts``: includes all the Python scripts executed by the ``snakemake`` rules to build the model \ No newline at end of file +The Jupyter Notebook ``notebooks/Scenarios_comparison.ipynb`` uses the script functions in ``plot_KPIs`` to plot and compare the results of multiple scenarios. diff --git a/documentation/03-features.rst b/documentation/03-features.rst index 42d79e7f8..6ee4d09eb 100644 --- a/documentation/03-features.rst +++ b/documentation/03-features.rst @@ -4,21 +4,50 @@ Features Here is a list of changes made to this repository specifically for this work, with the potential to be upstreamed to the main PyPSA-Eur repository. +**Model Features for Energy Storage Technologies** + +* Add structure in ``prepare_sector_network`` to specify implementation of storages as either ``Stores`` or ``StorageUnits`` (https://github.com/open-energy-transition/pypsa-eur/pull/15) + +* Add iron-air battery as storage technology with implementation as ``StorageUnit`` or ``Store`` (https://github.com/open-energy-transition/pypsa-eur/pull/20) + +* Add Lithium Iron Phosphate, Vanadium, Liquid-air, Compressed-air energy storage technologies as ``StorageUnit`` #21 (https://github.com/open-energy-transition/pypsa-eur/pull/21) + **Model Adjustment Features** +* Overwrite cost table attributes specified in config in ``prepare_costs`` and ``load_costs`` (https://github.com/open-energy-transition/pypsa-eur/pull/23) + +* Add ramping limit options for conventional powerplants in ``prepare_sector_network``. (https://github.com/open-energy-transition/form-energy-storage/pull/28) + +* Adjust emission to only include the sector scope (https://github.com/open-energy-transition/form-energy-storage/pull/29) + +* Add option for ``final_adjustment`` before solving the network. This script is used to limit the grid capacity for each country (https://github.com/open-energy-transition/form-energy-storage/pull/33) + * Add a constraint to limit the use of Direct Air Capture (DAC) (https://github.com/open-energy-transition/form-energy-storage/pull/42) -* Add option for final adjustment before solving the network. This script is used to limit the grid capacity for each country (https://github.com/open-energy-transition/form-energy-storage/pull/33) +* Merge heat DSM implementation and configuration (https://github.com/open-energy-transition/form-energy-storage/pull/47) -* Add ramping limit options for conventional powerplants in prepare_sector_network. (https://github.com/open-energy-transition/form-energy-storage/pull/28) +* Add solid biomass and biogas sources for bioenergy power plants (https://github.com/open-energy-transition/form-energy-storage/pull/54) -* Adjust emission to only include the sector scope (https://github.com/open-energy-transition/form-energy-storage/pull/29) +* Fix for ``heat_dsm_profile`` for leap year (https://github.com/open-energy-transition/form-energy-storage/pull/60) **Model Visualization Features** -* Add KPI visualization script and functions. (https://github.com/open-energy-transition/form-energy-storage/pull/30) and (https://github.com/open-energy-transition/form-energy-storage/pull/37) +* Add KPI visualization script and functions. (https://github.com/open-energy-transition/form-energy-storage/pull/30) + +* Add new battery techs to nice names and plotting for cost map (https://github.com/open-energy-transition/form-energy-storage/pull/31) + +* Add plotting script for FE KPIs (https://github.com/open-energy-transition/form-energy-storage/pull/37) + +* Make the use of Latex for plotting optional (https://github.com/open-energy-transition/form-energy-storage/pull/59) + +**Model Calibration Runs** + +* Calibration run 2023/2024 (https://github.com/open-energy-transition/form-energy-storage/pull/45) + +* Update calibrated run branch with the recent addition in ``form_energy_storage_dev`` (https://github.com/open-energy-transition/form-energy-storage/pull/48) **Bugfixes** -* Fix bugs of adding nuclear capacities twice (https://github.com/open-energy-transition/form-energy-storage/pull/32) +* Fix deprecation warning inside ``prepare_cost`` and ``load_cost`` functions (https://github.com/open-energy-transition/pypsa-eur/pull/24) +* Fix bugs of adding nuclear capacities twice (https://github.com/open-energy-transition/form-energy-storage/pull/32) diff --git a/documentation/11-baseline.rst b/documentation/11-baseline.rst index 52a2bd764..9d79751f9 100644 --- a/documentation/11-baseline.rst +++ b/documentation/11-baseline.rst @@ -9,7 +9,7 @@ The complete explaination of each configuration can be found in `PyPSA-Eur: Conf ``run`` ============= -`Documentation `_ +`Run Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -24,7 +24,7 @@ This is the only few section in the file that needs to be changed in order to ru ``foresight`` ============= -`Documentation `_ +`Foresight Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -36,7 +36,7 @@ The scope of this work is based on myopic foresight. ``scenario`` ============ -* `Documentation `_ +* `Scenario Documentation `_ * `Wildcard Documentation `_ .. literalinclude:: ../config/config.form.yaml @@ -51,7 +51,7 @@ The scope of this work is based on myopic foresight. ``countries`` ============= -`Documentation `_ +`Countries Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -76,7 +76,7 @@ The analysis includes Germany and its neighboring countries, along with Italy. T ``snapshots`` ============= -`Documentation `_ +`Snapshots Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -88,7 +88,7 @@ The baseline scenario is based on the climate year 2013, with the snapshots adju ``enable`` ========== -`Documentation `_ +`Enable Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -100,7 +100,7 @@ For the first run, it is recommended to set ``retrieve_databundle``, ``retrieve_ ``co2 budget`` ============== -`Documentation `_ +`CO2 Budget Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -108,17 +108,12 @@ For the first run, it is recommended to set ``retrieve_databundle``, ``retrieve_ :end-before: # docs The CO2 budget is derived from individual countries carbon emission targets for included sectors excluding domestic transport emissions from scope -This means that the total budget is: - -.. math:: - 1.487e+9 * 0.107 = - -The complete calculation can be seen in the Assumption processing section. +This means that the total budget is 315.4 MtCO2. The complete calculation can be seen in the `Assumption processing `_ section. ``electricity`` =============== -`Documentation `_ +`Electricity Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -135,7 +130,7 @@ Configuration changes made: ``atlite`` ========== -`Documentation `_ +`Atlite Documentation `_ Define and specify the ``atlite.Cutout`` used for calculating renewable potentials and time-series. All options except for ``features`` are directly used as `cutout parameters `__. @@ -149,7 +144,7 @@ The ``default_cutout`` is derived from SARAH-3 weather data, with missing values ``renewable`` ============= -`Documentation `_ +`Renewable Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -161,7 +156,7 @@ The modification in max hours of pumped hydro storages are based on Form Energy. ``conventional`` ================ -`Documentation `_ +`Conventional Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -173,7 +168,7 @@ The minimum energy dispatch for nuclear power plants is set to 50%, instead of t ``lines`` ============= -`Documentation `_ +`Lines Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -183,10 +178,10 @@ The minimum energy dispatch for nuclear power plants is set to 50%, instead of t The maximum line capacity is set to 50% of its total capacity, rather than 70%, to better approximate security and reserve capacity for reactive power flows. -``transmission projects`` +``transmission_projects`` ========================= -`Documentation `_ +`Transmission Projects Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -198,7 +193,7 @@ TYNDP 2020 dataset is not intergrated in this analysis. ``existing_capacities`` ======================= -`Documentation `_ +`Existing Capacities Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -210,7 +205,7 @@ The content is identical to the default file. ``sector`` ======================= -`Documentation `_ +`Sector Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -231,7 +226,7 @@ Configuration changes made: ``load`` ============== -`Documentation `_ +`Load Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -244,7 +239,7 @@ By 2035, electricity demand is projected to increase by 26% compared to 2013. `S ``costs`` ============= -`Documentation `_ +`Costs Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -255,8 +250,8 @@ Configuration changes made: * The cost data from PyPSA technology cost database is based on the year 2035, instead of 2030. * Gas price is set at 38.84 EUR/MWh. `Source from the EU Comission (Annex) `_ -* Coal price is set at 24.57 EUR/MWh `Source from Business Analytiq (2024 price) `_ -* Lignite price is set at 22.11 EUR/MWh `Source from Business Analytiq (2024 price) `_ +* Coal price is set at 24.57 EUR/MWh `Source from Business Analytiq (2024 Coal price) `_ +* Lignite price is set at 22.11 EUR/MWh `Source from Business Analytiq (2024 Lignite price) `_ * Uranium price is set at 1.75 EUR/MWh `Source from Business Insider (2024 price) `_ * Iron-air battery price is set at 23,500 EUR/MWh. * Storage energy cost for CAES is 30,000 EUR/MWh (2022). @@ -266,7 +261,7 @@ Configuration changes made: ``clustering`` ============== -`Documentation `_ +`Clustering Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -291,12 +286,12 @@ The following countries each have 1 node, contributing to a total of 9 nodes: * Poland * Sweden -The temporal resolution is reduced to 3-hour time steps. +The temporal resolution are segmented into 4380 hours. ``plotting`` ============= -`Documentation `_ +`Plotting Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml @@ -308,7 +303,7 @@ Not much change here other than the coloring scheme ``solving`` ============= -`Documentation `_ +`Solving Documentation `_ .. literalinclude:: ../config/config.form.yaml :language: yaml diff --git a/documentation/12-scenarios.rst b/documentation/12-scenarios.rst index 7189d511c..076833571 100644 --- a/documentation/12-scenarios.rst +++ b/documentation/12-scenarios.rst @@ -2,70 +2,70 @@ Scenarios Configuration ########################################## -This is the scenario outline used in the analysis "The Role of Energy Storage in Germany". +This is the scenario outline used in the analysis **The Role of Energy Storage in Germany**. For each scenario involving medium-duration storages, there is always a corresponding counterfactual scenario that excludes medium-duration storages. ``Baseline`` ============= +The Baseline scenario is based on the climate year 2013, with the cost of iron-air set at 2,350 EUR/kWh. + .. literalinclude:: ../config/scenarios.form.yaml :language: yaml :start-at: baseline-mds: :end-before: mid-capex-mds: -The Baseline scenario is based on the climate year 2013, with the cost of iron-air set at 2,350 EUR/kWh. - ``Mid-Capex`` ============= +The Mid-Capex scenario sets the cost of iron-air at 2,000 EUR/kWh, +slightly lower than the Baseline scenario. + .. literalinclude:: ../config/scenarios.form.yaml :language: yaml :start-at: mid-capex-mds: :end-before: low-capex-mds: -The Mid-Capex scenario sets the cost of iron-air at 2,000 EUR/kWh, -slightly lower than the Baseline scenario. - ``Low-Capex`` ============= +The Low-Capex scenario sets the cost of iron-air at 1,525 EUR/kWh, +which is half the cost of the Baseline scenario. + .. literalinclude:: ../config/scenarios.form.yaml :language: yaml :start-at: low-capex-mds: :end-before: cy2010-mds: -The Low-Capex scenario sets the cost of iron-air at 1,525 EUR/kWh, -which is half the cost of the Baseline scenario. - ``Climate Year 2010`` ========================== +This scenario is based on the climate year 2010, which is characterised by the lowest annual wind resources +and the second highest annual heating demand from 1960 - 2021 (`Gøtske et al., 2024 `_) + .. literalinclude:: ../config/scenarios.form.yaml :language: yaml :start-at: cy2010-mds: :end-before: cy2012-mds: -This scenario is based on the climate year 2010, which is characterised by the lowest annual wind resources -and the second highest annual heating demand from 1960 - 2021 (`Gøtske et al., 2024 `_) - ``Climate Year 2012`` ========================== +This scenario is based on the climate year 2012, which is the most stressful climate year in terms of +2-week Dunkelflaute situation at European aggregated level (`2024 TYNDP Scenarios Methodology Report `_, page 30) + .. literalinclude:: ../config/scenarios.form.yaml :language: yaml :start-at: cy2012-mds: :end-before: cy1996-mds: -This scenario is based on the climate year 2012, which is the most stressful climate year in terms of -2-week Dunkelflaute situation at European aggregated level (`2024 TYNDP Scenarios Methodology Report `_, page 30) - ``Climate Year 1996`` ========================== -.. literalinclude:: ../config/scenarios.form.yaml - :language: yaml - :start-at: cy1996-mds: - This scenario is based on the climate year 1996, which is characterised by low yield of PV and wind, as well as a pronounced “dark doldrums” for about 10 days in January (`TransnetBW Energy System 2050 Report `_, page 19) + +.. literalinclude:: ../config/scenarios.form.yaml + :language: yaml + :start-at: cy1996-mds: \ No newline at end of file diff --git a/documentation/13-kpis.rst b/documentation/13-kpis.rst index a1f1e5790..f06dfbd29 100644 --- a/documentation/13-kpis.rst +++ b/documentation/13-kpis.rst @@ -2,8 +2,6 @@ KPIs Configuration ########################################## -.. automodule:: plot_KPIs - Plot_KPIs creates both predefined and configurable figures. The predefined figures are: - A map of curtailed energy for Germany and the wider region. @@ -21,7 +19,7 @@ Key components of each configuration: 4. ``group_carrier``: Specifies the names used for each carrier. Same names are aggregated. 5. ``plot``: Determines the type of plot or visualization to be used (e.g., "detail" for detailed data, "overview" for broader data representation). 6. ``figsize``: Determines the figsize of the plots. If not defined, the default size are chosen. -6. ``plot_kw``: Additional keyword arguments for the plot (e.g., title, labels, and axis). +7. ``plot_kw``: Additional keyword arguments for the plot (e.g., title, labels, and axis). Breakdown of the components: diff --git a/documentation/22-co2_calculation.ipynb b/documentation/22-co2_calculation.ipynb index b47033c3b..280b46fa7 100644 --- a/documentation/22-co2_calculation.ipynb +++ b/documentation/22-co2_calculation.ipynb @@ -49,7 +49,7 @@ "\n", "Since the emissions of individual countries are being compared for the years 1990 and 2005, we first need to extract the emissions data for those years.\n", "\n", - "### 1. Extract the total emissions data for the years 1990 and 2005." + "## 1. Extract the total emissions data for the years 1990 and 2005." ] }, { @@ -73,7 +73,7 @@ "id": "2c8dbdc4-8a48-4f7e-b9aa-0f1794b57774", "metadata": {}, "source": [ - "### 2. Calculate the linearly interpolated targets for 2035.\n", + "## 2. Calculate the linearly interpolated targets for 2035.\n", "\n", "Below are the emission reduction targets for each of these countries:\n", "\n", @@ -267,7 +267,7 @@ "id": "22cd8e5a-9e08-406f-a04c-6f83550cae0f", "metadata": {}, "source": [ - "### 3. Extract the data and exclude LULUCF from the calculation.\n", + "## 3. Extract the data and exclude LULUCF from the calculation.\n", "\n", "LULUFC: Land Use, Land Use Change and Forestry\n", "\n", @@ -443,7 +443,7 @@ "id": "0222d1c1-14a9-43f5-b7a9-b3a7bbe08bd1", "metadata": {}, "source": [ - "### 4. Calculate the absolute emissions\n", + "## 4. Calculate the absolute emissions\n", "\n", "This is done by multiplying the remaining emissions (1 - target emissions) by the CO2 emissions for the respective year." ] @@ -615,7 +615,7 @@ "source": [ "0.392 is the result when all sectors are included, but since this is not the case, we need to divide the remaining emissions further based on the share of remaining emissions in each sector.\n", "\n", - "### 5. Extract the emission target by sector and interpolate to the year 2035\n", + "## 5. Extract the emission target by sector and interpolate to the year 2035\n", "\n", "Data is from Europe's 2040 climate target [Source](https://eur-lex.europa.eu/resource.html?uri=cellar:6c154426-c5a6-11ee-95d9-01aa75ed71a1.0001.02/DOC_3&format=PDF)" ] @@ -981,7 +981,7 @@ "id": "1f6611bc-8566-48ba-91fa-631811192ab5", "metadata": {}, "source": [ - "### 6. Select the included sector in the model \n", + "## 6. Select the included sector in the model \n", "\n", "(other energy sectors include non-CO2 GHG emissions and are thus excluded)\n", "\n", @@ -1026,7 +1026,7 @@ "id": "d02fde95-6af4-471b-9122-b61f5a923fcb", "metadata": {}, "source": [ - "### 7. Calculate the absolute emission of the included sector emission" + "## 7. Calculate the absolute emission of the included sector emission" ] }, { diff --git a/documentation/_config.yml b/documentation/_config.yml index 9144f0552..06358e440 100644 --- a/documentation/_config.yml +++ b/documentation/_config.yml @@ -21,8 +21,8 @@ latex: targetname: book.tex # Add a bibtex file so that we can create citations -bibtex_bibfiles: -- references.bib +#bibtex_bibfiles: +#- references.bib # Information about where the book exists on the web repository: diff --git a/documentation/img/iron_air_map.png b/documentation/img/iron_air_map.png new file mode 100644 index 0000000000000000000000000000000000000000..9c0fd324990b07a2c0077135908ff6faca5f971a GIT binary patch literal 290357 zcmYIw2RPSl+rM_v5DG<7_6!LTMas-35!r-fkBkOc*;^zeqau_d(I6osqbS+4WL9SU zKiAX!9{>Az-{X1i9{K&g*Y~>4^Rvz?SpCfDZIpW`DJUqmDJq=Qq@Y;uNI|hKYV$_? zi7S<~D*j`=v#g@_X8hy5**pmU&gde4)g~cUjYX_If zb(PZiA%5~ha!wW|E;bIA_G{bNTTrOtzX%=Lf6BsizwjYp(fvX~M@7Ys9zL@FgzA1d zd2Q38plcKq`zaJpp3wG48UJ?0Fnn(H)wCWrrG-}Tdv0d-z;m&)+!YNrjS}_}p(e$h zw;D|L_ShuaG1}8e#Ka#pK-Yh4LOAPy7?4ln@>L=40mRg@Fheap&Q!U%q^4D=<#``pm(3q>=g8@83d) z58um`GwD<4QT(<1$z4Rn<{pFDLcIyE&cK7Kc^?!*0fyoTFiF?a6dcbzscxUHNZ5XVrHtCchAVg{ADuQobK}D(>77jr*+#^$)h=3U9NgpNz1-*<3|6R zH{%yP;^X7RB_xE*-fjKfma7$&PP2RW&A`A-lmXX+f`SgzEdQPB`H&`)HZ^rQo=;zP zvil`fn9!j^`&n7jJ7($Tk{R~wp`oMGHoXU)XFl8(+p%ul4Vorif9n399Ewb2 zCk2Tex3uKY(9k$}@+21vc^jQY7WlqJwx0#C^={(5yZ-oOfp_oW|xq>A3of|t9|n1$<(i3e6e@AB5vK<>O0@J>CexvH4pWR=X-DL2vMPyKY8+yO$%GM z->T1WV`}Klo2Rb*EG;cvURj!acX<6`O1v7!Fm_s-T_aOA{}u_s!MDa4yf(3qCZi zyfZ#-_oc)>^ySNAfByVAYhaL>o4e4}K~4-aTkt{r=jQ2TbuPLOcaH5nefl&`N1}*T zxKnU=S=mtz4vw?>`rIrLEHai8U8UkjkMhv&+QA}ij<=;V%)19!mxLrLybLR^cBOVz%o9S6yNwBDopT=s?f4P&I+R*#@MsP%g)zY7z)dGqU zp`n=$Jry{u@kdV?7#LjoR<>cexJ_AEnF^YwBF-)7JVu&}V$iH}5Ge2sle>Ml+Sww#%nnbw6|RmTl3 zv+eokZ{vTD!Y5D7Pn&srdv{d$Na7TdEoj&EJPP$=Clk}H++6N&FWhThy}F9>85$W$ zt*xW;v8`=ztTh`uJ+GN2qbMXi+!EU<@%HUvm$4R8$x9PGm1**!yM;WaE=aE~&&t+k zhx88&+$bmzymRMHKncHbMauj43gzYH>KYoJ>9!Qs-Q^M{CMI>Aa!n7aXNv{}9dER_ z|DnOQ_KIQ)$M$BevOR!Rx_ftjV~WIEd~}?${fwyXr>%N=pJj`kLzE`aF4kf1r=+Aj ze)jCNj!qm7arw)a3kxG@`Y+u0uU)&=_3{cmEiG-nVd)zjtt3&~-LxDk9_emf3m-mw zI9ukzePh!O0jDKA>_UI2;B(g>q%3o_e%NhgWwkgrSs?XipeEvfz3p-@MS{TjH%(1D zjvaeRU$Jq1^`5HD3)7dBO^wYOTy#$^eM`LiZD+lGcPJlXZ@*MowCO>oq*1Sky8RX3cit*OYR&Z)gU;jZd<*1xn}6 z?XhZ1>FX#oW0G_ub*;>0O!nEOZ=-0_!SV@cY})+MRXa)3@@TNIvZCF)w?0cbAt*e2 z_{&q-u&g)?y0Tt=JM*xLS}RP`F<}Y`xk?neam4=1Asjoe zxe3)r=brK$7?<6;b?bAl-#jRhRW&u0vCi7}44z$bT%LCfXO=u=ZOw%pwCh~uX>5u5 zgZ~}x&nLaSj*c{@4vcpew_#i3WYc2z`){GmF|L%xZ$fKseqy7AJs5oJ78^P(9BOxK74R@YB zethB6Lw%JL@u-XKc`w@-ctUVIwC=009y%0>?W5}^Zb3s${i=q=&(Mz76P-vW^qj?} z{r{`bMc*p@()JzmqM&AAI6J6GkE4w8#VF}E&TFuJcCw6pczBo`Q3r>JfPf9?T^r7+ zu6ttBdUHGTQPdCB7j8duj9z*LD`%mAh+p}`hg$Uf#fyRQ@mtrft)Vz~?i_kqMnOT- zud!B}=DVn!Yeq*$%iDfnsa2AMv)*UCC8xVCmRs=m@~(!~))>cucS4pQ66>~Soy^V6 zMKRjBcdxRY9iLvlVc*P9eH?QT8KUX&Kg)iOMt)0iq*Y*rIaGf?#O=}`B}E8c%Pt!^<0U9V3N}wo=&I+Fw zPPr`^@}ZQ=3p|O*$uqM}GBMH7*HQd%6kj(sPCT*>OpS_qy);=Ffd-8#c2Z7m9Xj7o z(^K2e_jMngBee|wjxCnuU18afj78OapvylrD|)eQzkonESwfbD`r&gWcEOJx@&Ek# ztOls%RM;LxJsxt96=`rh0M*K^XnC4`>>nH$$mDyt#Ak2+^FWNarKKesC+E6VJ~i~h z-GIZVg}4^P_zy&cTV%xI+K zD0+E$X+O{n`|v?UQ%g%xRaIwYd9apNSXkI&W^fC(AP{Y2T%0^WpOC0%H9l$q$TzxE z6pdhG^nb5T0SD#+s%DC$`*xss3)!L0PEqW<4Sxu%Jbd^`*N8SYe42EsvG2lAX>fv7 z0(HR6o5JWthK7dCpFfWPVbopHs$5->L{oj;-u_gUh8g^2et!P3U8gW;fTNq6B|d>k z+B-3TieA`h@IAeB&F%eSVhQM?h4x>M5EzGby!NyGfnK)l=X{{5{@z~o;q@Jn%w+QUnKd6ectkUJ-ufK1hq(8I~6T{JzFi! z>Cd=6c+PX|u;k=qQg}CQ3S1koP0+YP<9K^99#UAxkgsnGLQ! zU7nlo4=0G1;$BvkOIYQ-Xu%y%ZRzC#w^!HJZb3!T*4BRi{(Wz#V8wo3-camE-LqS5Y-~_xW`7h^ zM#snBEGapHN|d4VKzEm0_-EDsI?P~g4AW7UpfcAVST2Q)JNBudmQvnQRaEQ)s2`l_ zdz&KecpX?o#PS1!*RRp(H|L+y(9)LT+eInvTeogq*SBv%M~?WWJD2n6>gpbL=w`Zd z<;wW@_~XJt&-8O=P=P3;*&3DOV`HlpW=HV%&~Vz)J!gkeA@6Gk2LVqsrpc&*w&0(R zFJE-6*B-+p_!QoXlr3 z#>XErQLVCF)-5nnMg8I(7bV!-QbY`y+@V0!8K-gUrDZ^6E- zyPi7+53HWA60dxr<=dbA{6Niuncl;*C(!X;xKCQ*6b8_onw#vg!hgd7od!8Fv$6uM zICj~^#eAywHJZ{+PR{J2ayEyj*o8$GUa!R=Qx-Kke?E1t`$~ks`LgC0?hYRs8kCCylRfWzB- z&Syq{U=vg2upL=3`EhdH*>&PVKK`kRAgEFeY>TYzYr=lU2 zTkE;=$aZ6&-@D{)Zsk7AAt)HZEa`^!8HB2rpPx_g=W!a&vK*pbMFOV)#Sr{udc0QuZRNUNX2QMspU*Nga-y6ulKCRw(8zky^B$x5xZ0c z%*@Ehh&_A>C42hM9}aPGh8;U1WEF2GCMJ&DF-})Mbmfm7Hi`0YizRH2l%uX8>o#ql z`fTiHf>&|j!rdqS0s&8+93E~;YclrxTaD9jNJz-jVkA5ynZ11& zS{q>QVe96*hBb|9yYU@kmgXjly%(Iok%Gd)s;jF56k|Ac&A&+O@%-@m^&0SlmX;R$ z{2J&^Zmn`g1DX=+?tX>3M1-yP6yleSCBADFZZoIbLI?t3HM9DWhccp zJYivRF|XS=1ghumlSa7%bf|M~&>(;`hf0n2XlZHbgHrh|PjAXR9YIbmYEnjCo)W|| z?5VquT`^uyv6v<27<+XT0gy~`RQGf~P0`iOi#SpG-&CxhGlxgzzCbS%C z(4shAJ#nZDSgYryr60>ZXN4;TP>=OKt$LO`p9Kq2R8tdl4HU!nHptO&qoBYN_rJce zDIjlU9mK?$M#)L_0;6MXZFwi3H|?UQKMl?TR=WKAvvEMYswg`CeD-idF{)=BYKslt zSkyO8aBWfxzLwY@l$JK~Oes2B>3a+(2d{AU^(K~BuS)DhM~HMZHR9spm;2sqSi5%Z z{P1mu5PlDDurB=lTHv;(rh+QAMsPl`UfqB1YM3Yqf`V$LcDVp?^4(I;UB;q|Jf@(7 zjCB+q#9@2a+DfaeT(6m0-_ye)C->HrR($pTqel&Rrm@cj#`*$^<>U}bFOD9(xs~w^ z{vz*74i(3XpB@IMrk=mnbPQGFq`bW2!i)vZ*uqePF+oP#_8h+OYxJYa?IVxg-%f&@ zRmbj~rBPt?QZ`L;uh=ESyBpg$)4bnAvdS@_VFUaRfk@P?Z-O?uW!p9j)XuI7pWEf- zQh=ub43?nF5HTNjG>vWA&eZ#?$5-wjm_~ia-rNpW1XXgAy}dpD06IujON-`$H|mm+ z^>8Wlvs@lg-kD!xT9>+>zsBhZVUD?dyZ&w94$ohsJ8=+qwVa!^ux-!Vg)hP`DY+M% zR`%=cWHKb|oL94beSK2C%g?I@RaT_Iw$OnKRUD7`E+>ZV6FOWsIwSxfH%aK6WtD+!5Hct`9K5~UybCBewclOW(JC@35^FnFPD zd_e{vq2li!1JFRqNek$I?KIjD=J;ST67pt06pOZZVs zT*f=1(2VFywUwZ!?BdmJ&Q@bdNlhio*xdZM>+?o(F2HqFLU;26r@d}#i^YfTlkrti zQliA$2hZU3^IM)5f>cl!*d|LS8}x>UKX?}F4Wa+s;P~x~!Qo*V7M6(gbdxy2t6=Ky zu5X|U>55NCr~$rOGYaqEntk?})U}kH?swuU-HskOknzFsFS-=q?wV$FLgC4@9-BOI z;Jj*_dOQ^NTBu6@AgAShm89#>o{0qq2a_``cVDx65jl6C(E#ih#g=y)%EqE|Kxb1(dSV7w=y5qE^WJyHfIsSix%43+e`D+ zYtx1eA4}{FD8SIG=#9Nkz{-$7+W{)GfFVE_FVJD7%E<04)F!!$7kMTtSA8u4HBH*u z+75|{)!=nO9BeKymN{bAp`M?mbm`KiTlbI(4z#EhkQ^mvwN`S)6)#Ub|axUL=1 z2OK*kCpS=P8}J~nHCxRYP6Qu6Kcj?``89i-=1pAFmy~_i{=oaTkeh-XA~eL6sS#JPv^zb3gXySe?ga zVPIgmo10q;*=ozyt$bQ3;8EGYZ*9=u-~WUX^C3wju%L1!In8%5nBSnJcW5XeFOO&E z&Yh6^FRv_nf`8nSP3IbTz@|iu7SMqTx8JnNa)81tzVp{m^o6aP_Y;tgrLFf)`QHAZ zHCKz1Xjmg@evRlB({P}G9*E=ym5sY*m{XNEx}rk5*s96$&v+*xRsaO}4GqwLV^`D2 z2SWwJk`_LDR@2?R50yfRSBW1AkbV}Mqo$^&5?_^WbXS+*ME6UBe72JoFF;`c5=Bvq zOrf*~R6(&V_Bl z;t{s-qpwfH?#&2VhSP{9(Cp==-NwvP9+%U9EEfc7FyO_T_=RSBKV*llEncGh# zb8|LOJGc=Lofv>zPT>zA;}a43pOk;i?~*AvdqSOm69`w_*E^|?I3Z))P*TKs=B?vp zXAgMz@S*Jaw7iVo-U}rTJ!cFJnLg*AA1H2;HbeiG4{vbrJg3Q9y=>3kzLTdBrHrCZ zDz%&sq{pT$C#tCab!Ch=Ub&pHG0RoJ;a)7B`J3#V^^p*|KI_?(jm6$WA@rVly$MP_ z4I^VMzUJeiq66IAWS=z`Td9$%Qd%kjS#|*6iID%TjKb?BC0_{lw2K`&^s2SB`2B%W zR#w(q%#yqD(!j6}p-tgK3x4wTeb!e{2$~sgzO9t5{@8ETmlP}Jn53lI>QH(KzZEHL zxr2OsTj6T@t}Kl3By{B%JQJW7FywMFShFr~^4C{YX5G6Nd*xK^19My3P%tL7H0hz1EM-8%WIW7cNcFO!X22Vi z>ix03%l1Q_+h${o7Tg7l$oED;x|){8lIA@VJhR}(X-S+~U^ha@e0_a4lx$ePJ~sCX z5eV~mE15k!C*wyruVOQug3l`HKB3*{0%OMV_4N%~84g`VL3Qk}+5-Kx6bN2ILV|c? zP!J&FDX6Qf=Qc6!*>i5Z1iC(e{|QY^8Yu08g;Rwdo{;cAHaEZO>MAdi%e}0xuaBbf z7=RO~{6=74V3C#<7(X;Y079cu^GWEs414#smbu!JvwVwD1Z$t)ym%yT$WwVI;N$rV zB^oxg?;y!Qz%#jY=?r|)!pD#C`wcyd!C>?9^zKyE*3}&l6r2o*(7NMwG%goU{=}{` zn)DhJF}TL{J7kuRLj#O6gF?4q*-to|3)UaSke60I_CAoTl=u8psTn#m`ntT1&MqAt z9g7(*$VYIQ0UR{Oiwc(68u1ICI}K4ntE5=5XJfTKhvC+B%jbY`hp2!V&9uj@`Qu0bs|ha~;{`SS}GE~pP`W-VJV7RX+{d^v!b zw{q0Uu{ud~F>}kI|H}f1iY}n5Bw_E{I?jIAIalr>1dM(R%|FKwJ6TKfdIq19lM~ONcmdu+JG^U4JT0G5c_K6oHT^mEN*^!90*w{d zgzWZvIG28Zf79bDgWEl++HnjT$2hDg5JhL*VsqopoqZ5< zUiI`CCsh$KD!u9!NE05hAJQ%yN>e+#4|oW0C7#*eTY&8y@v2c9u$AAU=EfDXHKj;s zO<3@Thlj&o-u-p$QBl!2I3OAXwS03z;YZfv?wQo1b{&t`(9_eySO!bdxfHD6nV6Im z1#c9EmTH$(BTVXJcr-aUOAL~3d{}dzOEK4;$)7pXxL3>;M}94MCK&J4&`{-T_6w;p zVt@>aA9apFjnQ!X83OC*jsF&Kleq6an_OL8Nh^Btgl}pYy9#~|@i=j+h>Ax;Pp>zq z;)do7=^O29Be*XS{}~yB(W&t-z-{yj-?8aw3=F=CO-w$5edRTzm=aQE5N+H$=h_D4 zus3Z-cHj;c%jNm$SF4E4NnaJ)Nw1Kq}DVurwk;hsx4jTMGy_`lf3$Rwy795&cT)!p59AVK4O z;P_obDLh~1k`7@VB4r$i;uJKYSQ{H{ojBl5>`3M1H@Wap+J$`prMu z|1wTQ@D3yyF%Yc~zM#Kld!)U^ALu^nmswpo;!@ zhS>Zrf~5&yr>_0=5BT7g6~C(X>wwFgJKAX)(x=cS}pz(K~hI1Pka2=CngmjRo(O zTPamlRi+WC#wpLGM06m`C}f@rqo`}M6!l}7U)?>@6qDv345JSpRn1{Zm?nZF6e#W# zhGi~WXlY|KYtViBs|}xDz6K?z$flJ8%KsZ+ijN;ZvPwuKO;#+0BRo*r1_%e!+gMhYi~70BouaUwq%nxEeu0 zicL%Eb|VE5HI}H+AZD^T>auz}^ouR0L0XC-tRXXStE9v&DMD)x zlu(e(Du8ha1d5E$a62 zLxlfdCJ0@98NXUk>aUE11S6Dm6m1PHEwlHLtjm*rtGq5<;I+cGpZK8VzD9b(=*yC} zycb9rpgZ`YGuB|O%-649Vb*OQTJqJfY)sKNWgW5-#fuaa6by&XmtgE047Pz4^R)PV zH7^>4538I~w>?vq83`vi{U5P>6^q|_4;(z$S?(zUK?XXDZf8?vfhNQ%d_{{dPi)Yc z(E?83uo&I`A_8-W`~m7~jz;EHKk21Fe}8HwrVq$|zy>ErhE#Y7vk?oogk7@bMm!d( z(c$5ZRP2ry0r@PxdgwmT-39~;y&>1|`Y#7OPF)(#`lIDeoOZPT*t3V>ETR4ES|o&X ze&be#SA}LZ;x41qM1_NY-t=t*giK)8li(J}_4pMgkXqQgCB8SOuLJ8tA)EzwoW=f) zU+_lx39+)YJmushjFw;tBEI2bE8n>%LCBuK);V_}ZFZ!I&?Lk2=j(mCGrF5V`51wUsS2ja9)7g0R5*cDDPGBW4 zS|Dd5WOStZld_iqc4{GrEO~uUv-(CygEBJ@PBrxe1BK(9bv&`51(hU1CcZ;!q1ox9 zE~9ttf(}5p)mEY*;WV`3INm7K?+imXZ5;`5@n*zxObx<^1ucX{M0g)p<-m*t`nm}V zE&zp!hwAAN?1KRa#`wQL9L8A53M~Ddd-vD?dz^s)=AbdZ@sBgXSp!z4Kc7|00n3L-kT*LYbRE;K6Q46=GU zZd^mr#!tQix`A$+UAh#G=pY!p6*eR6g!12_5#5%s`r!EU#(X2t9K0??$}{@+kIy0& zb#yRBPJj&%Sr=u(;iRnAW{sn9x+m(Pycjy1LHy3z+Pd67h^G-uny^(EmH}UKjZwPQ z)YQ5?N0@!VU1gv8;I-e(%3_BHz<>Dnm-hBuI5QP1i$CZ?)U>o>di+*XLF5W88}?v} zzCl+BWqN`BL*hVBZS|5wRJ`?gt_EEL#djMTc-}a5eHKm-i0L{QO`yVn z>LzHid}kkDMGaP7dzw!D(K%7{heT{5 z4Hau1M_jp|6{Ar)kUbzFBw)XZv#2DPVuV2-VXUbNZP))qOte3Na8g}PL^xs9IUOhfSiu1OnhH+W>(M$`4`|`+qZA8 z%PPRW13it$R*Q*@R3G=nv-Tp6Q1k6uYEBLpdG{}`JS%$XUI8Z8T?Wa1<2i3|HuyDBz(4S3o3NaU zDk|m(q1@Ud`aM8;5*S+;*-@bK%dW0Ixnh+-Gw;NDyfYte=&1DbgV7Ke7S=$;vIISl zm_b-*Vi8)`_S{xTSBC_Gzo}voc);i&>Hs1gHvyc94-SDeFg2AK?>z&5f=;7{Y;F*x zcCI4ReD=#>BJl!NMAf^(@oxU~>6Ec?rIPzSo-@7~-+}zGqfJarHNWrBf_#Xa?%HMm zx3%Xpc+Qq(1Qs3$Kb zE6h3`n|w%-pqJp?~dnwtJ2VEf!*V5S0R0(5!|S(l!4P?i4Xh*Rm)KE z5j;X02FI{n-j{2?W=;J_~`*zC)!XL0=x8 zy!Y%(O}@F_-SjGAVq!-wb-jm9O=({**qx`&1^#sM^y$_IdV(-{M>`4!Y*Wi?=YBrx zi3aC@1F$4p0}9xOd}ZBHNfZjQ0W9(Z=U_RPxlcCY)rWS$Jr0Kw2|cPVFd#tw+Lt}> zhOn|XoTnwpu7bry4?|MF>v!YPSBcRZ6K{u=ubO-4sx*8`)MM-jcr##tsy zt^T*t8)9n)bV?9G-35zZyV$w7g5b}<)Lr=^KufFBisKTe$PAAUnQv&t1j$(>n+W>n z?8(#qm)Xf8Q6Ur=>@l2lx-WMsAJ$b@XQ^A=hEZPx$#Lzvbujm~quQGRu>^#tt8)>$ zIMqbI0_`2Algc$7QJo=(Q#HsHB6WZ!NP$seu)%I5g)L||0bOE${du#c z@N)p$<*EnKU|$FylJI{`I5WiF81nPT?O2#xVLjRYFWTL|Ew=LEMHJP5i%sqL5wzPD zRDM9NB!tCaQU-*ZptE3)LrZr-b#LCZjNBuzJxN#tbQ0-_ieBK5L$}mnQPIMZlKW8n zp4fg4hui!zc7hxH9{Nor%IrRA@0^tL8IK;F?;BZs1`z?3nRvJa&H^%~K zB1aHBgciZQdYFi1`7*#8U1hGJ&@6}y)q;Yo*D{P_n1E%wjF{e^$(|RqR!Ntm$8U_TBN zme_5)<25up=ut;uPRXjOK5DCZUsu;3qbALYe1k*9!cC+Sc7N$Xz76~sF&=Qwbfh3r zpwlxmZ=kAS?gRe<2k{ux@*JH9yWy|Zos)p4fp+$?&Di=joG<)O*WQ$3wGjf30Tgl^ zYhed^1<~lk(G7^FME;@~+vq=+jB@jUA&Rr~(zpl|VPz>J6_u@!U=N6i=}9PG z0EER~A_}(Y0TNBa-@z{+EdhcS#(|>HL;QSgY^;lpfPT%)C*kKssx8slc4q(9`4O<|ddD%>E?GPLhz>sW=|G zWC*n{Gb!)!j^QesSp**R*ZePggrp^W z31QEfL1E5S>3*k&C zl^NcUg5zwrG$Zb-sH|)T$=afO&J&bF+uUgc_ygo3GA8E6&6^w1IjoS^I*i!h8?zki z)d`y2`}UDo6B$+@_A8RjMRMM}03DPNqNJpxtl?MVp--~Hv?8J*+}Yu8kWL-^C5^0OCkTDSz$riP-b-76>##>qHKIps#Pb%fdaw zbi<}iA|`Lv>*gCOLQdqBWMZuwL{jx%+V%|1QQ7kK{|*}uFcpdAIy99~Lb=i7aKvzh zJ}gs230V&ukX;Chh(M4^8qD?nn|KR0cJ@MuURYZH!0u-b|BlUH_sv7v7%$dN5rD{mQcmcp)03fQFg+-P( z5@NA08eFk1=$K|OndX<4cx}5t4G)>Wr$*$|ALj?Hfb=B*G03oI(5Z?3o%JN+7>F-$ z9{c|N$0vU29s)m;UYR$8VhucOiQlJ_XFYqH4>A<^xD%W{hK-`|C(Mf?!FLQ@+X z=t6}qR5S$vMQkn=t1DL!eKS^!qMY{nw?n2w&;eRe#E_cPe|%vLWx!e-3=&HqN>PdZ zUI-9%(+FwQHL43LgZ1EJ-{SSZdUYK2ZZgztpx46NBuw144iUjfaP6z@@L>~2yX1rAe?H3}N}?}?(}{SH9= zM}b02^c2FOC|IqTr+3^xlS-xm(5KCS30%In1>@XiK6tRCWcH-6FdgthCGpT2P}%S3 zO?iJeZf6Pt&^vfKoQ;p~7HG25c!v;-SM~4CC>po%3Z zdYzItzLPKK$lMGC5x(-(8yg#k%G@-L0FRqP+9G2RBt?Llr!+mF6dN6#p)yJ&A(W{p zboCi94&CoFr&yI9!`b$^8RoA;C?L>rLG64Xc6u>@?IU3k0;rPG4qD;-gqE_kqSKMiE zGfZcKEHE9R6v~OQBEa$i1TV4M7*MxBhA*IWT~;^duHZwOVWSd~h?%0g?aG)|*zhm%K25`?U*r#IkyyVF8T1hW1J;V8Q3k{` z_MYBAB300dkhDEp%8$n(^Dx);s9eMW~fOH0xFjIS9p?Ck7)!^7`L$_Q2;k)=!C#SxD@^dBNkxC@I5u!}hP zQ1d`|PGwaUdi}l#?4w^~z6D4rCzb&XkT@X7)W$jaPCFshftf+|PLm)S5*bAuaU6WV zQ+jzy4$_k>pgON4A9M=A<9T-=c~c9Xz(xU8Cc}qu@vqj9fFJAtSfc4* zQs-stEGpY9BD*3E-Q@{R-Wr}5+K96sm2Ypmdtx2Qu|ls74hzddt@H5km_k(jf3vJ7 zCH~Dxcx=h5YY70Q!HGQETZ$G7fw{O>bRYBX|P z@0=WCWMrI%sRr(>diE>>^HG-zpvi0;9J+4S#II6_*CG$&@E9(MBMS7|CL0uImr->R zUPa1n9vZze_9f497c>O4?Axe)&=q)>=QEs2%gSb^`s7e*bvx68gv$^aA;AMMTi6!q zMQ<^FMd%O);qcz5V@~CN;ZsP9uDVvcf4KkY6OX zbBN6~49>>yOx?~kWLl(us0H z2#3H&VfDCYn84!8S67w>2L~@$SOh@#Bq?j`G_c889ix1YYRu8rL##Hx-)@Uk>JEH+ zqAn0A7c0vv$%d7%_%}A%zl{!~Tvlm57{(My6nBIy!NVS234jd+5Yc%?QBhF{skRkM z6OtqqfPM9`wUyVY5(-2ZN=6ZsfCNXz3`#97I&n!!5PJ|cJS7bSgThNJHMg)v3S>tS z1f-!wl2Z-g^Iy>t{_o`9BtVT!9N}^H&FFF^J+99x|00c4=q!?#gVlI^*5pH!k? z#r#@V*WWWY`Mas19m*o`0|!pmjjNv#j0kzlFqr<2`>&sy{=X~$CIlAzbP(IuYB4p$ z7Vx+MF1iP}$PF@1{`&1#p)rEOW*naL{PN792?(YXUmH{5QSq&7_wL<`)SEUAvz6VK zC&3ZYi$Tb+6njjYD)y4O78T2Wva1|6;|DQJY>f;hv{!kAGvV!i|MVynx;&^`U5~4a z3+3PZyhYPFH+WocFbjd<l6PS0BV$Vw2pz%(f61MQPU$dq3kr*GZ{ODYFim?A=!U^TR3RKqjn2OE zb`10^{AyK0s0*FC99{}C2?MA3GPouL6`LJsp zU{{xWOkan`hwlmbC!y`*h7;6I{#^Zo8F=Zi4&yK3WEh??Hy?C2{&oM}y(zR!JA=>O zV07RPRe*LlubCj6BuS3LkI)*NY0{1;Fysv$OOG*-EOB1|2@t;YhYxQ>N7Fc!GU0c^ zYJ?RhtEWdl|7*u%--sAjt3 z@CQa9+ZqUfRD+X$>#sMW$dlKsGCCk0Sr-6gVRU0m9aC0iD`C+Xfu5;w zGCIM;S){#>%gNn9PTn`*1=fQRZWYeRlC^Uw}dZjQLl)1ey^E1R=2ubZ7-QG!|}* zS$FuN2UuDAZXam0LYf2lJBs`k#&$e3)l%F zDU)gs!eIE)D-I8AVrlv3?KD1j_)P#+x$oa(u!DOGYaeQ6DKW|TrasWHF?qR;{>a`EzNJ-w)dPH>8($^oNs;s#Jt%YByO56Fk8=Nn20$(^S5_f~vj z-^7akpf6p5H6PTr{|V2NP(6IzLr^xhGLtVrFburxvH_qsa-RgmBp9IsF9xLNUat}N zTk$Rn;702&d=b2Va{#%R02Kzt(i(C%M70kNWEEOeo;4-D_WxKJKsoSNQ0fJLmoQ9q z!|=VYmKGin5z*#I`4A)Vktr#+pgrLBhaDJui#@6tjvVI&%qfymk19gS3sJE!NW%bG z6m2dOY7_CC04t_&ClB1hi0o`moB>Wq5Ma+Ai!793!B)egfBfXhJv1{Mp&+Q#!6Tw4 zsAt$La@TDxJ&i(w7#{^DQlfJ$9e|sZ-QR8X=IMWxoyrXJwa%33C3A)c0BJbc|z+2z+g$EsL-Cq^_%b<#v4>bO>+DG_iSU0p3&?kU=YQz0nP zUlj}l9|jOgMlw*;W*eSEW=6k7+)J~>P9Gc{mqjTjo1Hf_ zq$|Ec$^nm-R;!f3lZ6%toe)X3LKQZ_2Ivn9iR6X|h-)tBoSmI>GwJrAY2#|1+awG_ z#1Qa*=#E+8akfxei3NdLR(@sf%=BM)uneLX>5y_$aHoHXWFkTm$-|Q>95FlLLO>Vx zfVBdp2Xw;Ez4QlI8oo9eBJEsc*l>a?g-x&@fETy6s32*PJePg%9`(+hCzOxannBM1!{Y5pj1oZ6o+rkwMPhsV4-mAEk$q+LwJl`@aaZQ>fA z-F#=SB7K9-HQrT<#zReXP)IQGje8MJK8{hlVvz|wG*}|?N4izs2H2B7IM7sVhZp35 z?VvXRyE6whD0~Q&A~G4C8M=DN$cJ(+xKyxs$v8F%_i4P^SyWYDPX!kU1w+6!R`vmu zY(lGGfg|~odDh67ft#1N6}6189pv#YJ398EmB{#XaN)F_=K(;7{kV(!1Lf7E8 zBFIR_?@_;aSC%S^J&K4%EauQ%1w|dYsCu3@H@P|n3WGHwU*U#Y)c)7yT9U+*e*Q9I zIQo{JTXVg$^Q;4<_|(`2KS%-MxTOSsbdvPk$dEPUqJ^=Pu?4BO7=)7y>6DqWIa+}% zd%qR7A;gER-d`>*E2GrmwkxsI&Xm{pE8xxwezm4UkIohzK$=dTSQD51`9j0OAeyMt zU7m>~djY%#w@vg)omXg7Bq>Ks8bBxqfJ8W$Ku+ZR5W%hi{<6V3LdcMC@Mv+ziVm|l&dcUlBkAauCA+l3PBtVZ6#GzOd0|j4>!ZtJse?=*<19F0hmHK zgTi(lhkCU%h(~Q4hAHS_Xgox!!+Ye>eW-whD(q*q;z;(**VWZYa0F80&=|8B(XybG zo{aHit;d$WKf3e4ATzKG2Le=3=LZG{wYj_omlbd>bCH@r;lXQ0Mlp(aQUWj!mvWpo zHcmr!s1HNSnAwAh`nIt#9LWle3U5#3Jyn7Hb9Ekk((6HQm97z?ydL>X;apYiIBh0m zm1}~%?}uhwLg~|1qZ;ZKJAvt)7Ju1*#crmgRC1^MNq{C&rWmU11zXet^HkGE#_fQsWbg&|P3iGD>?$H@WOAPtK(8{h{5%VA00(k{nEi?a zQ1mHglsAFuuotcF{`>-P0pWlT9uR#5>r`6AYYb-`qjtfjdJjQ^jmkZ6BSTLA54@L< zNi9vy7QP7*tpL9XPF=qtog(^4kQNB5is+bX!DV%7ve1a;K_*y0jcR3@^*lF%vMA!S zf<3QQWUdHB+0os7weP4k_MlQcpCV>)u?RpWR->yo0O5f6-r}+#fMw*)6!2;)8F4X% z5JI6CMWDj%V^#Mp0VEcxWWLukYN-D*qRZv*7kNS|}_hKn;*Mw*;vG z*Ae+z?6W){g=S5n$057gb5RRTDtkx4!RWOBt9e zDjybqTAfLtBp7!JDdbsGppnv^C zL)CXr+-PC4wX?g0_3Q5LCcp(zC`+z{{hMWt2K)M61E^q4<;sf9p#)>Ha(*JahYYz} ze_V^*N2aau`A}#MU{(xr8k{F3Fp^^S*^%o}z|8yh?VDd*L~w=NL4qg(tvnNJJ&#V_ zJr8FFYU=&2Osw0mr!v4#iG+&5N02yfT#C?E$d(0o0QJ!NV@5!K38Zi|K+N~=gM?46 zMgl9t7{zF7_71r7D(Is(=mQZoX_8mYrAJ9cE_M3Y8?ofdk( z{(9tTg^CmZUAQkAV0T70UEvID%Ch-p|nf2Gc`Zgy?$}jX?zW z@38EPiF z;b80@zh{wJ*t7_|d_bu~UbY5aAeaR1p7dAYkmHDf&mM-#1GI02LJU9gXzSk{=E97G z=>dKl`vf2g0=FNE3_gzBPlKpEf^{bV`M5PQPP#2Ct-l7`0QfQnCjGWfm&5PQgW20S;hwN(z>&U`OCE}M@3oc6~T!^NQUkm|${s>2(|0Ei}#7+II0 z7t-qTA#^9y)NtS2v1)tFwUAr_PPWjcE^%q^`QzAOqg|yUBwao=*|46qAlfB#x(S$7 z8GXAaR1?P>$1keD%F5h4bQ-V#mn@J>Mr-*h$}{4~m>s){TQuT}aY?8M?4-E=C;^Ns27dlWc0Wy~7B-XuTYvz~;;ebDt{g)zSo!`3r4@u=3vPu)rUUm8{md4A z=`l^BMC3LIF!zcVPriftlgTNFHRR=iqlp++c`p6o$F{;;GczP|muESyuwBvY?gO-t zEnFX=OuhaD55NIQ)L?&|Ns|r(zCcOObQ-EN7X4rcT^Tp*x~7AEF%Oh;QgM?HNl^sT#SWhDFu zSySm((0W$C_agEs*M||p0#am7QaPoqO$X2f)r2*np4+%W3b>Mpsc^eyZ=21HcizD5 zL#P{sRH6(zjW)9ayu3$+&B0MDF;_Wr#u5%Yac}_2z5a|VLilWMYhy#685Zu;@`5wD ztPqL>hyfM6;cNhN#)@}n&CoTrLNgr;UoxE1N1PBOcfK=_WApXMA7oTgMdcn|FTNOx z$)mI3=YUQzMtdA%&d4PqhEohTfDrP5Qfv^C7JT=P;~Qht^~kT=_es5npa^*Ck>10| zE$9VF4I9@S(hs=-(1vYgE-{f}Ow+^Nk~)xo7544I)?jvJ7V}G!!TWqK?W4yDBI6;{76Z? zp}AoA2JUlgqR{UcxY9`|THtIXgar*$iCGcKnF5_75Z!v#Kq<49BE1De&}#DsD%v3W#JItCmh`C8}5T4Fy%u-!vf;S zEleaS1k4hekf2v$Wbi(bT+|H9I~@Ay{wpsAIg(V~p=;sB0KLP{=^;UF)u`HuZ{*Ju znV3jSED~q@^y!mk4J-C0=qH#xpDP_}1g;x;^ZNBQk^(|R4$J~D31#ADx?EuY;9wP? zB)R??*PG5;daA;1fIC3QGm4_L@A7>6U(&&#))t;DN0kQRxEj&I;Vpzy!S8iF&-uIlEn^Tv zQiwt&O4-7w5K^?#CbCnBVMfX>*+QZyt%^vC?8-6;S=vZa_OZ8UvZX>rbY2hhyZ--k zUFSM;Y<<6<&-?u>_jBL((-HKX_>%+4DcSj0SD6Fz^CeBrohyE&I+G6Hot%T`?aRs^ zb`o?_Xx9YO0!*`^N|Tu(Q?LDeAJHDts|I664hS(HeHC>y?l`5d4a{CPT66nl7~k&nnR29e61FyF!rFdJ25+^ zh$twFfBt~CjZnV_C4&|(roF)r+d@A&Yq$A6w5n9gt_%r3%g!@ zqfYy;JlSpae2^xWB>pZV@iaIm2*&pl@&KoXjbA=m zNzO~d>ly=iBO}Fk7=#Hr=jX|;2RDAKMch+~zcM8@=#*YwJFYS(3hG zOLlvYMXf8mJw1EU01v6@^oxeIQ{&glQDWFdE#(5eAFC=@I?ces>~G5H{$;eKE8VlsI=IwRfLW||6LLg84CwXZKM ze>at3lw3e=R9a}?5)fvdXVBe2ek11bqq&p6;^ly#CO)Y7dT2>n<96hJsH0dC+)9uO zhEXOaCbZsj5f;MFfFC5z+!#i^n*DlXIb#b!@_CZp5U+6)jt_F$Ph%H{Y6p!bgq8U3zjtavS-|rFZ|DTKcP{OF!{^6~mHOON=Mjk}hlFRTuKgUC z@>N59jYE#kz%QTQS#wM%=x;a%RuT`_73miP{B%%K+87WJ5V`qBM0qZBQec0;S))bjwKFNOhS-WsUzb{K(EQKyR^v0y3+{G97syeWOTdjnlwC6G1C<65{aH4|_ln3X zYg_}xQV(dCs&gyFt3!tGTHO@pB&|&Mg>yJ5dvu+TcHw%rxb)uK0icJXCYd<`@(^nK z0Di+BBzF4s&g6XR6Y8r33eYq!TaCroCQ#v;$OAmLcvfjyntsd#;Yu=)_kx7a$I>}flH0;TDy463wn`T5FID|NRGYoJf zkTKj@aQ~<(orV;?0jEgWSamBdUcC6HB4qUOe9y4!Zp_SD@nT@yh3Gv{uI>cumog%U z*#c?C2u}#v(m={e2nt!e&2-A=HC4qefbZj(rsA78#JbT$a6dX063S)>35-dE)k4N8 zq+p4?kpy%_lH$#>HzJUNJ9yWw^$g4;f^gu#S_%QX;1f-RVaE;Xq-R6{mf(_E{}yaf z7;AiAPb!2bH$fSDwpw+AR4carOsSGUt7Sg{snkAoo-MUZE`2Zn2c)qvOKhkt#f0F= zlNe5O`5(^+^c_`HvIvS+t^`)EI{Bs$a6*ubMs@(8D?M92Ck&Lfc8(-)zkoG z=2E?k3hSq}IUS(d6I!adeG+(zjLl$X1pIlog~rzSX_*M!=F&V9xOx9y|NFKf=w_ng zJo!1&TEcx^x9_=2CZ(RJ^UyjbJ0vhwDK$u&E^;FNFpvLb(x||K?c7{BQAiJ@LI<$L zmx&)y4C+V#YYtcXgup8aOm9Z4sy2(eTQACJGKUDVDHs8AG?v9T(yg|5PtWBWj|$V%OFaQ(F$L}#M#ZA)WV+i07Fz5L4PyPJzQr)b ztB+(HqC%r!9kXbnF7H&?0s<76<(ngq>4N|x2^!l#ZO=;ibqz2$lI1l13o* zT7@O`; zGctJK5wBo6=F_AOxP0vcad}ZvqUHWG?mEMeET*960ZWfWL1!^xg6P))q*LY>Y6{7W zcvO$n79)w?Fj`=j`Cgy=Telt~S7!=`A;b4#6lc2VDnAvwp3!`6^xezbMCHYhyjFZ(WZ2#%$gW z9yA(vdSnj6jv8{!52XH7jr*V>dfi8?T+i3U_>#ub04Nip&Ns($WxuNv>@$O}yNQ7{ zKifZQm;}}hRbULDavfxjh7xW8|E%;4wzj|h>}b$pYY94j714|_)@A00hS0eb5QkgI+;a*9*KXnknv`g z&l5{^aT?RJYN>Zq4{iixKs%CG|J`|I!k49s9=!VF{N$3-^PJbgfOSN`9O@`h^;73( z|C}7~7dP4TZoZ$eJvTMTCcxicoFQd(65+oP9GDt)zEF`SP80~N@uPm^%`fns?VX+H z@pNH|l;;kWu8gP7ZR#^DV~l6FT?1$xU7>AsCHEd*^{_q~3+vZq2C&c58l9IE^&XKBHzd+&B=^9zTW(2W0^m3Pvam{6(-(!4Mz8tSUV5b~{6 z_*OcFwu}K!?Omg>`+cVpIXiY;e4cHSa+#Gmt^li?T_)cJsXaX9{4!!AvJ%=e?k@2g zQB3%yzCf{_ymxg_7AZadn6=k8nVVom zPbDGRFhW^em}6fmqD7(O5ax4_QNE$Z6V7h;_rDCFOOv&|S&-d+-Y&Ypf+1hC zOMj*LTBTXs{DE;ONT{F|#&%Xo`Y$?K zaf%bTJ9=W5*b%F)5#*5P4E~DTpuLkD4%a(NOLcvk}CITkhKXHA1|~V%-M= zxFjkOha6qIaXY&Q!eL_w8E&jVB6b5cmN}WWb+{e8Dz4NY{AxT?TpwROilhSQ+u9Sf zOFR7pG88r=H`{7Ks@F6bhIe0QdS0y1O_Skzp%?p)l1Nne(G5NJ2Qw(|? zPJK&;+iuK}jLvQk+hsx^qfa807_vV4sp~A5i-)%kNNKy zjkxmI(|TCsF8lAZ8UjF|_~Ce@VFt|KkOEt52xJKIdZiIa=0-lN_&V_68PMEH9l6%; z$r-p6WJ2)(j}Ho20Q@7BB9EgiYS_uE56HBUustcKY3}+x*SF1|Ncg6H&Y^Td0Wr|? z#b~C;{TB45a6)uN0TV|NDf_Y*pIHu8=>&fc$0A?vHQ;{;WfF;BO7TiwyLF0{2SSa& z3OB+Y%t4%aDt3#J^OR8k3WdmZyh*(do1Gx9?)Fe9tk-h;^vNy9oLg*iYqG%xU?#> zsJjT$VeB9fwZH$PX;Dih8Vnmklz#;oH!sU_ecbcHO!~n|>|+Kt>1kNyUC1cu|RRMQ!A2<>AAJQ}KvYOuMnv zWH962fAKft0(^OOO-G}WWUE3?%iyCW?U3|@E~$xkPbtKJL{ZYBU&HXt{8Y!i0RakF zAIJ0OosLhJi2-xuaZH0{$|oq`sqzgBRzyTXF9Man$!H2bXq#~iq3Zz6ek@=D*A)8c ze+9vyy#CEW=244SuW)wXrlbu`A&zP`Ez&0UPk7X0VN*qpT=P3{oIFx^VEb`K27+fL zT`AE-)-Lgj4R@CjF0%lcKGf8>g4782aBfz>+M%MLC7=$XkfRNdx&YL!@vuL`qp>Sj z8q%PY&=-X2yC|__LwJApwkPqud9@;1AmKF=l_%q-ogfCjgE#+tcT8C6hfDkc}4ql&SYS&TH6(Z$eO#`S{X&l#3PC8$52NT^NoZ$@<2YX|fANBqr39y;GUa+%NyYqa@*sBG)l#UWsaMh8QJ4+Je)4+y@07W$K5@PF|_O* z!n9ylLtw&(8X9vh#~<05L(h;$kQw{C3g=Pkt_{1vj^Nw=|xq zaMMA%LfmuTz_#6UpjkVg)h08T=eFyk6yFPq{UM;9qtnwuc*wz!lOsY@BkiPKub1uuE<-LFU@WL*$~l+fIFN9U^X8)SSfMUJ6DF;Qe1~KY3)s z3BCYo!E0((y)0~%msB611ZG2N>-Bi9CI;D_h_3gD^(djb4|(=SI{(fcj%Ckp8z<7? z6X2AmJ%v=&52*TIt~RwHPWd4aOp6ZLYbCq7M^n9tlLS}@;t36snqv<1(t%hv6EJIWen}oRb@@g$0{mFC&>9 zlK|?u<=Sb!Gv_T_m>slaD2&CYF3L&hvJk90M+el5!(88_fbkvjfS=mZZ3q3@oKWz;OeBQl_Rt zm7~{U+6)8VX}{@a1vygko8Wh-6~}N0x(uFY6Xel3UQCH(_W=0~#BBlpP&Tjvji=nO zsyP!i&`iOFYRZF%Fb?>znad|ri>z@v+T#W@?H%-5kdc_%a?D)*k#Zq=fgprX$PcN2>+0AFDK z0O?_IE)xfwbLUo^o&Ls}GKB*4<%<`idDPk2*#u1Ka>t@ z0vH|If;?t$YhtJ@nb@>x)5E4GcTK^b(z{rzv$>F00$J@=(J7=@ zOsi!NOn&k&$=k>&!!eu%hDk8nrbLmlgu^5lDg%p@rI(;MWKAtRdg+A_RNLp^JeIno zWE>g2NUbq#pm^Rg4TbAro%({HYfXuj6~2K%KK0CT)(FW^nHK~@<|sx*0vo^y5HCHv zD`bZa(W`|hfB@R+l1_ZeU?O%EDxoW^hD_?nox9e}$nf2Z?7GM2 z^gL^+80Ci12{PVRN>5TY;0<179~fcV5^`b?RS14j6DblfNO;Ayi5a;joM`}q4AZc_ zlh6@5D6bG*A_z{(bRP(Ka<{NU+etA6?I9lqOKQD+*+gC*aN7H%TTAe5ph+G4WbCBe z9@S1AP-s+r`Lqz)(t2Dq;C`bC9s7EU%UReX5Cdx_X&vS`%T5GJ7ni?1=Om8OWigP0 zPvb#%`%wq^F+!#UlVJk1;K|>oiZ3pEygaA6LDU#^wqS2GYLv_~RPN z?Z|EPj!sU?FvA_;1_%E|^;Gn_2$Pba=F8c6PUiO`EiCW@GGgI2OBrc4XCB{#vke zKDUto_+taNWGHv-dU*bb5ddduPZLFB$#7n{=2Vi(=jio?wN!-fXA{C`(v<$o=txf} z{8)W}MA69PlLIVk(NoB(3XZ$PZBlc}v6DSIcDx49Mv6WVA=%;p2a$!60{`B+)&KFD zRYpcer_czCeail>gW9B3(nB{uOohD6TqJqKV{3s6NI&BDi5;>PBN-m=Skm3=`KJAc z|1@uXL7IclISs7scWaIyGd!k`vIc@E!O4?(F}+n0hAU!A#AKVxRYrXyMJiR?eu~Ae zdy+IT-k?$^1>`I;dd@$B1M=jvG1j|g?sFN~NS!Fe@#KoV=r4K}7C>pR-_t^^3CFbw z1?E`lpTt|!4w$ycsx^9A_s08FZdO*=k;eonA+HvD&{={GR_8w?81KhcPr-1bT`RCS ztOVOYAWm7@Km`j9G>S4G^J}beA{XtAqKsLPWe`*_Z3!D56gzdwrh)@)lbxK`&%VKG zRag|zA2k&WO%uVe_|jRtE=uy2QpeH~<2I>N(8-gElQlg(7#YF}X(tQ>JU;C&>-G|t zC=>-8R_UR+fZ|TYZ|ui?N0v15r$uNf5;~sRpt+f?q%Qz-D1>!F+sA)-Q?O$pI)K`( zkAmTI%H55N^j%K zrM8BXwuP4o=$mu(YO}h#wJ&QHsWYBGPCLWu1r){X^Od}K=IuCQN#sOk=VF=4kBSe{ zE{&s7xJ~;~>3gW3&vX9cAq<{*aDec$`- z;XqP~TscN&29q+IqAr6zpmycKgW9bRTtGdkkq~B|WQ{3`{?;Pr2gA3iHJ{C-QMrW{ zPCNv!OVc6|JZe2{fAN1@fNZAhKiy^yvCn|?JCA{F)apeWdzSW~f||pF65yCODx2Go zzhV0@20=X^dtQD1V;Tz5>S$~0?Jyw;uv^(i5gzg289D;c2_fdwyT;E~dQRwT0@?Bg z)0k}LY^m>d&qZb`B_ZXnjQofV1>rRco3DX#h-Q&@=1MH$*bXk}JXU&N8c9;=wd>a{ zZ=To1&g!oC3(=W|i?{ievckfOySf_o#iXum9$G0Th6q|Lfr^p5xB;ne6PGotxXLt}!p3 z%ywr{Hg54J=AZWY-mnVTiKjj{dh{5b%TNo+?$%hNj%IGmrxND}YCra$Ne0I@p>@la zEvZeSlNVfoRVL#riXtexBy(5B7Ew1kck8wtT07fn#q~+TG8TbYK*|axIQh(?IoD$B z!qs}@d>LY;Ohb4oEfGoq;`;telP;Js?ff7XbIST>SSBQcm$)6|rnV3btdI}s;e<)e zgDi1(K~L{UvopWU%-thWTy}Qw)!;w;5Qs4B#J zh>-ukU32Ah0-q~=NH(g9uno!R1H=JqT_n!by|6%}ZqGkOB`ZUL%SoM=(ffB=JoA?W zimlqW_Ym4ID{%S#Vnc|-xfRppORL+p|Lr$1s}?FlN%n8t@EmYl8NFev-jg2zi9l8t z;&F;I5nIfnc`B!{>=+lMcAbDGOicWNMpFk8%{k1g>ON=yRWKYuxUz(q;w|J(Dg{?o zuU;+94Z*Uku2N`pvcsHztE}#fUxOZGSNLCcs6d6Ig`rCI)2+@h>RjHh(N^vc5HB%` zvr~wFu`I8LW=Q#oeey*uPu;F>=dEfPmBI!|CQ>|Lvudi0)&B$rcSz=Q)J z!;0bsT$?K3za@5L;W$8^1(ycNP?w=J>^`F$kJi0=^}0>H!{}!`gJAEEQ%%3`KXSwx z9X_nxI5N2?Cgr2hvh$3;H$F_SJap)IWo60Y(WA`<{(kq$%q9!Xj!v07*0pK3hvqq3 zHlB*;VtvxDOM36QfxSL&R7u~sc1Yjf^>zNx_uqJ^gPHM&b#=S@_zdlv>#6(o%zgcm zn|s%oJkS}OS{}1DG$^7ssGq30iLHa#{bN%H;3>a{e@jerYYss}HdN5ezPgyhVUY_+m=PuUtRWK!lET9VP65~c zbg=PXV5D5$F?(Vr)EHKt?Rvs7>DIbVo-f{2pCctSZCs}suBiEy>n|z*ifC?#^kS>t z@?=8wCI?ZMBrGVGEul+DR5FY~Y11bn{CC<${@oOcFBC9hJHby9n=r;b9l2Bd^&B$H zA&v++R)$To9Tv>g6Z$#n^BPm`qHpCN(umi&yZcbfU%LBcislDV;@E@XQxBtgtM2@653{c(`(Zay}v_cqG zROM$U82#Xc_01Q5J&b;BpkubuKN^FVoaTsak&S7T?Bd{ouGNS>R;0>64opdQ(RZ~~ zeIpZ{ids8_cYrD5Ksa=!ob1WBeL-u7RAeCNUUhka@L;Mwe5fm!SJdNtIPI^Dw?Pj+ z6}k%e!0&?Um3kC>>|p9fVN*BK?=?=-A z!r-Pa*~HL@AeRlRqhh70TL9H1_#v}Phr~da{iBPMJgxLVpPZAm*6Xp2-nljE_w+b$1QD2wIF*mmJZQ4{Rh(l^q*RHa@0rp zj>y2OF>$Bfr5I&#BKEnRKG%jN?Kjo}Gntg@N? zX9Oz3M9MpU9TgV&;B_309=_h1xN!kDF4L}Zu6n3Eimq`zVZB@)9QUPv5aqgAWR z)W7sd;vy&OZUL!9F@v-uv#@Z`_*(;&TxNmwFrM!t5-&oe?#M#F+~erK7zwYe{M2i3 z#hW*>szi6kyul8c7|sRvuI$<-(}<-c%>y7$s1e;B&TDJxlT1}A@_1Qo z!QP-}&t_Iwn8xQ(9EqHS8AiY>Vd0SN1Li3%*gd|Y39mmTf_PBKK?5z!-93KhxbN?h zVtvK@?d`LRvO*%E#J{ZgYNXPmAeIbp%6R&Edk)gi1_TW#nlSmt2MUD~)sG7{ z9+M0EWT)5*o7wElnP#kzMFG2Q`*z1KN+~R0rq&I2p~CpnmHf_Xp!jA88zckJ7bNaB&tFg{v#}aI9%#+Tv7AEE=_FpN)4!k zghfT_5=TAk?}OlM(k=Jt)vI*(IbIJ06|o_F2uYQ)!IjI;Tt;{80+)@@zF}91><@X& z^a?}Gy$q>Dqeb!7vw#0~#Eb+jcSAirJ#JMNn5xR3M|I6stLQrT@x=?NMWpzVz3NU* zp+%<%A4lT-wfq!~rXZ@2no|h!L?s>tUba~beB~(c4$CN=Nr=^{=l(jwGEKTsS(1u` zSR8VAo}!xPD?F%Hac|Fo&HW?ML{sQ;Ty9dtHNw1IvXkmk?MK#dpyWEzvmw&dRUaRJC!<@Z^304pxc(`5p}F=@ z@3JYOtAHmk=@*Ec$CcpPy2@U(Pyha_qdwN{$93~p`xjgic<2KSM#h8YS_h#s&Sp(7 zWZQ>0y}`1>;d3h$zZVM@0XvU}ElEAk(_zDdDmQ)`REeS`nd@%PAHqjDMJrMJJ@CTg z<{dc0bJP0s*=-wYreN`v}Eysri&z!rtf3O)?HqoVtX-N}-axw5^6oUiu?Lt7m4P zH3yT2G+VCv_GKtw!aNcc-JAQvRRl=N4RT^@xD!>Qb{=780jDtk3+W!e{R9`Dz@$3{HgMJEMF}JGgS;pBM-NnFyStHT*x_W0*@}T z_q% z4zn_6iD}UwzuV_=o3jG|W!>)4rOFy6$s8iM38M?!Lg8^k!7kBR>&F|5MmoWP?|i|h zJ_L5>2RzpB%-jwh#@)6_V@~D|b{3bE)N(zR1ITm^(7Gkx@^E)Ihx3ex%l5`!&N$Q6 z7w;>DpAtNo@B#AeU>u+rtF5QJ z#O$*cLVUm6-iYcSV#3DNq<%NfFKApbrq75GYOv6x?Zm(yoKUcJ-b)m{;;Xv$r=w)2 zJy+22>>?MrSD=g@R2uZ)ebvp62rHAom@sj7?kRByKD$Vjh~Uf*Hk}{#wXi!L*f&B8u(cXi7J)kASUJ(BtYz?_ZKbk zQm0Ns4!3>W!Iv_aUA2l?({J$S(o!w-5h`c)%giQBZ0YQ38t>TY^?uU)lzG$aXv^S)KsZh_?i(a$?2& z0996U@KnU7%jwwENhBjTf5u5Cp*GRv_idr3VRpQyoDSCE+9}HTo%RSn?a;)lKqFXL z?4l5qnTQm(Kmwq$uSk=SUp8>pKHQr;%bxc~zskmei$xJy-^YUps+#y1LQ#rvpA@x- zPfHMH?qbbDC4(L-3RZq_Y3&+Q#sm~L#9Vin*fLb9m|_}l4M+&#rkLErV8ssAOoCSH z;CV$4r^Ij7Pr7jh2#H|bj)(x7&eA$@GUw~~R8FC%mRTt81B}V8=P|{!JU)V;P<#&% z&O6K%YcGvy+q(4?Ktj5EC3W>cGzIkZmnp!hRb{>nF0FjNSyh^wOPCiA*bksC zpte=l)+RATrPj2g+lJt}60J2SJ)SHtaz~1p1e?mq$xf$XkqC>Jh#?f_OU*RA&i*8J ziUn`H=bkpi#~#qkXz8dW-%w>ngGjw7Ej1(d3&Ee5Fv-|Cd?4aOxT><`DKtnk)1wCW z2`HJs-r*D~2f>b)_R=Ui#)k^%yacSHk9o|ZaZ*AKrzevM0U~3&8_TyteP>Z^EV%cQ zmseXr^AwDL2hil%@0%TyorJvp@}p_#bn0VSY|3ZXeNn2(fCsUcRYjMy5Rhc)F39-g zxI%~>)NiWz`Oe{FO4Y|*ooIzVmeH}WQ}{CR${L#$HO~d_Gc*e2B8a$%R!r0Y@XVTu zYXn0DMtx1BLP11~jRBP|{ZCW&#b_UF6YR>Src`8-!YiTgmz>Q>lzB1#Y1MSRzs+36 zCNMPxx`q;Em2=%d7D-~jdi!2jg1GFi@j)ft#c#{qFaA4<=F@I1a3QzLJ->eN7`3Y`7U3UgEH9DHlDC^gb`if4gpM~dLrqI1utNS2 z7kEx{Sdf--CnhA!S;B&X_3#_6;!ZPVieDP4U(P6+c6dfb7t;$KylL6lM`dP*4D9DO zrZDts&Bzr|tvFo3pAd$A-xH?ugE_baR5x1fzthueAlv}BWzkx)kwy!Eg|H~Aa#(u^L*nH7 zWns}udU5&{C?&e;mi}tv0qvN&i03#*PDXO08a`ZWxgyhuDI(yY8Hx@V!9rsbzycO6 zV<4C;YGGEQtplG5n-}!xA-UH5QGlsTT-hCQV(AWjqRTwlyCaPeoddT^OjL_bne{&l zzRK6RMMg&q=V%J?ekrCM#=DI&Cc9p@+Nu~;KEpL1>Kj}v*&a( zQg1OCNDv4<4$PT0QjvpKtd#L{_mP^=xtVYxkB+SVD!41eEHTLOIs#{lif`(9(_m*n zSo&X8@}G{n_T;I6h@>tt_Ocp(y&8FeExsO1Ja)BL(R4&JzFE2`1Q~qoW1JHMTRsG< zuTRFQf`x3tJTgwz>>n=2^xjB{NZ%>glyX@6%xW6)nDnb_LDb0YWwfpwKqBR9;gR~=vRS#K)nu;B2U9xX~Fbb zT4p>&LxZ%u#0IGb+P6j1@vSsWcKd8B*epGOY`yq>Q6!B;?h?UuNy*}qa=ySG`w}ke zA7_l4?{1wSO$?8WasfGQBo*0ap1hzbGE(F&crINk6G`NG_7(G8_K?x#lF<5P!6W1_ z>Zx0ndba7LKbwwKwl#60XpBK^T0GiIe`#==YDUUP$N|)?xtd$rsapX^NH+>`p_qeY zHU37`CH(e9hro=v9^6oF6hGSms~M?LnE9briF-Rm`}7}R?p*P$wC`9bxA+kw&H{pa zZCl}3PphgjLDTHkD+)(K{K?eRgFIm57MlRDb=9qPa*1C(eCwKWB)Oh-uc8;r|1wla zG=nv3O5%AY4Jgl0t++lKm9q*ClI zRMb`PH(vIc(XM5o`5}t*Rqr#cX#NoHKNVm0{jM4R;{wP+J~=#*>pFY7b?zJd*vQzp z@3V)Xy^p3YT;zkgmGUf;$+_dFmeY}e0t3lvEwmK$auJC&-_fZx)@vuz=<(CsnXmo( z`qjp41o8uTFwsT-B7-c>X5xiN z1$UUNMeI2cT$PjfC}Z6ydZN%7(~9N*fuMD>=M(Nh62l#1fCW(K=8E%?{;W$eOhoLY zqb_L`tgZX>;go45(b3V~*t|fJ(s4feaLvx=jPX~pMKnH;G{2ejJ8|~x{dkhx)4dvTZ(d0yho!R=zuHy3z!(ZW7C3HqV)>si zA*l$3L`WEpOIWIT3>=#la3t4&G!-sHQ1Tt-P|n6yXWcOi;(v+;nf)$$CDx!kJhQN~ z*yaFSb38Tk9L^`7a!6f|$gbUbx-0PEiM6X_d`Z~yT(QCfMGYf)&B;DZHS&@{oZ7&R zPNN*|8`jq``|-s!!+2TajyWeKKflNIVYZr61GDPr(jAN5P#hcVu4n^p zC)TflqK1^+SU|}*MhzM|RNz0CJt3PzR|wgQ5w1s%Ms~0#rd6$_zmr)cN*cVq zh=SP+nE5%D3!f-6cNEQ>U=<8_n@DH-_}l=}cnR3)#G3nMk2e3nLN+m;lBF%O$C8;Q zqQw%B4AHN?2~?|PkV{o7hR#eSWDUKrm7WNb?@C+2IH>EHIwkZqjN+t#P#&AtsS$gJ zg$(0L%FC0MhAuincZF+9chYadK{so-@&+Ake9i)SSKXO7N~&G)O&cEFx+;p&MtmU| zeioRRj12Uz#5RWqM>C|+x32<37hIW4@p3+Y9FRi73ua&$@qIgW)^l!)haK$BF)Rq^ zV!U+zo`SvV|I$$O(NmXMNII}2A8I`K6N8+~EOr**%93I;)LQeIwi8wpC{{}gVjC}( z=j7znK*a!IF#Asm3(>f&mNX)G1#J&v#$d0(g9go^HW&L8n9aLJt@9NWU`ffZd@q#>A@I6m}h_ta0KJ1l;k$9 zhk4J;Y-P=>-w2!~#C~At4qzc@yRQ+Z90GNjpqK2sb7n-d zU3yc;M4KywRE9(js1XFXdFQrS^A?HtCL}6@wNE%1ps_wk>nT{G<(*`ho>R4k!R1k z)0WDXGN1u&`4w7jKKwe*2TcydP^gMTIllS+PeAfOQ5|@R^0lCz3R-pZrvBJ$#RZ*lE5RK4Z=}W2!GNPB zho5Jj_6t|NMaOwT<%{DU`o1&BseJm%%3|QQ#$ki%JkNzFHvao=jPaNKv$|IM{`PCw zm_C0lo(6Lxn=5jQ$)16+Z%`*yRoxb9RbzOBvJM3F9}BvD)d?FEO&d;7htl|qyK+m9 zl@aOmr(ZlBwwoDu_S2^$ z-P6Jx;Pi-D7GS>YGpZVq_K2e!$!=fp7uknM*MBv;-XRG zUD%$qjy+V}h(1ony4e$H_82;$cw_)7bAlqF{J#-{vCscM8r8%U<7U z5z`phMIb zC(mO)#W1h=!1hR~g5EFjj^^^itUS21ZEy>T>QsPsIF4WxWkq=s7Szix_gBbH&^6Xt^{Ibva8NJ>_ zhIIM9yf&cp@0Puu{8{BP*y~GeC4_@jnCw{9K1>UQ`2FnJGpig$g@EnbU3ts`)nLdV zm@k1Y$(`YfW(t7B=V*P`eBb&Hu`V5LrW;On)4aP4FqRA)mREF*&QSzJQF)rjiz zAn`ITJHN|+vd_7NZI;Y3=s2!VkE%H}j!(nXYS(AB9JxMzrwOZwBLHzkjvc?QVR|C* z1bep#l%LFXbb7K~fX-5pGs0nad*i8Lc3zSQnVJcTP@*yGZuWwZh&xL-1!pmj6M6ZX zf__Ln;7^j@V~NcdYwJJ(rPvb(G5)xS!C3Cj36#w;vT%fiH#K8i!oR&Trup~w%MJMn zr;rignO*}kJ+!n}l`2Y_Jo!6-ra^yB>2pcExMb5Ozox7|#je6|>foZB=&|P(lb5%q zhh;wbV1M|llIvf)>*n5RxwF90OZEKbmTRjoRQiSo6b$B4D|GJPP`IzTX1Un>;0Q9C zp`nghD!AJ-t2z8k$W%cvu4K<6|kI+R` zb**P_-Wj_JC@R63+rthM?b*SDu0g)DTBHmQQ*^l{VF{`YZu=_^S2V)r5OY6;-W`9a zz^I^QNhqxs(<7H%>=1-+BknE@>}s>hDGbQdxS}>;Y}4|wAhJOB;AX#A;whbuWfJL^?&I8q6x*7DcT! zQuJJ1OO~o^qe`j1?kbfV{cll6y=lA4oJ`#`_`^1_CVM+*jYGO}jrx=#**w9)9tsVk zlF%TXqSVR^5|;8qA`B}#SrZ=`TjTj9Vp|s?bzX@a|%wyUlPE^P(}eg!ys9I&av5VZQIsi zsV7?`8Mp$?bHOwpn|h2D3JUjFh@-@`4(Jt8r%G8y%Z)i<3eq8VGF<^>IJzsz#o+Foxul}=yOW2*WJ_rDW|1TQh}(yfbE zg>PM-0#TQOb=V)dcgX2*Xf&&Rl$U?cx^Y8+CS*w0-()I+$j5K%x-SKj-7Zi~lYf%# z4U)P2)MKweqh*x{*i6!hEAEg_YfC2B`4Mq-FTI_=UWZjuT-&dDrT#I!lG(GxyrE*=GfzmU)b z4JOK2HtiEZYkiGjIKj5+Rem>lcxwh+n*Djpaowtk^EUluvN0savtgm~^REw*B7KKi zjk~8+XS3{9oyyA_VIwlL`gDxlm3eIZi918@W_bJyPo_DdSe{B6klKI3(-_YKMfOY==zIG%! zN}k4x*RS^&Xb}S@i>!dOr^J#a#-`$ge4|mem^mfkhru0BykxdAvC0si37Znfl>Qc)D z*MOxIQ8Gn?DM%O)v`#DxX}E6PUP4)PmGOzdx@1Robo&F@2z8nXO99V7CLgGKger)0 z>t@=}U?NM~d<}zfl&Mm_+}b;!LTmT3MI*jNCJk`4)NE~`8SEBf*(<7-(rzV7&24`1 zzl4PB_MaHkXOPjhzcW`(J$$t){lNC;38rQVbLJKmeA6rW7`Qxq1({ji8NQE~DVE|^}gqP34xNJDTMVTqei+XI^cHHHnveN`hFHY zbc_8z?%K!GHaq4lV^^`F%g7k@Vfipco;!P0f?qApF}shI`8b}w{9W3h9Qd=ajoS`y zq{WkPOl6kH@C`S2flPo28GOivrrOvFgJ2MLd%FL)2^r$1eO~h1xKC-{28N&0JNG=_ zpsw!s7ts4|8qT@AJ@@Y+J3ZVET~w9rZNj>wxh?|6gG#ky>akmQi~YtO9COUM`QjD- z+~_-asI83+s<9U^saXRgZ~<4^{$p?|ZPk9;}+XJ-C10+crJB~8!In;Nq1RsaX*T;bX1?@RCJ7(BB^Dv(;+ba6L zXrer%e&vRLtt(!?miK?b6{2RDFMYzncf1e29)O8aE!_UOGE)~ znYNfRUhEqfk?-cFiLJ%@rp^EMDpTP3LftmHSFk~d66xy?+R^~c1qbF8-Nx~NwpsR& z!1=Qp-%<0i{rNsYAG5Ce3il|g^l6Y2wUf4nMpLRH8BQ_>aZpbxoFBh_cmAV){!vm@ zz5Za$xrXk2yS>3oy(nBqn-`j(j9*%(KDgL2plK9HyK?whfXzsW2n@j z!-gYA7ADTSxrm4A!Ssh(PXeWEW#`6VP|6CM9gH{DdM>wF?g+_&(}1B>DR)@LcMO+a zu!kPiVBv!Yf6bZXA2T{YM{^_?o>}h&jHn^Xi8AQm<5PbO=?bARdfRos-rY28t53aGk=Z*Wy!mZrs2B`@O$GX0@Ti zA{`9v_s>>h)YM~%V1Ab$mpPHGANg9|qZ5ZtHu`Xsd1cp5$ju4;)h7YwqzvZ0bzzS~ zkltT1Wx-GkvaJl>ASjE-LWtuesDzT%8fHOSl%l!4XuWxx8>#WrzpYTX4aEqg~1@dsW+-p3nYc+T?m)HNGD#mIx*q z9=Y`ZaJXr;;th)l2+S`PXbV``94?_eM_eYb8$iOm+=sDm7zfMz0A?zA-{E}*z#hkt zuhk5QS4IdNR~g5Q-q1`peTc6=4y61n^gcsV`)k?Ke8^r!im5EPFbCM7Kp07}(Wm)_ zL-lLhE~EF2Se&8vjxBjYzsb+}Ip31HIo`}HcmwHr9PM8n z1%N|WliwMKLC+JFKIbwEyv^ZLp-hLd{{{S4(5+pydbLBMjVcN-h0#1Rb`RCRh~$_H ziHjCxVbu-4vmye9P|#OhYwXa&b8jSed>OlJ(ZAb2_Dd+bbLYU3@Z|{(|D?~|%9M-~ zHQ~&T*LxX&Z(!VA1yY=fW7Dx$s~$`@!hH*(sZ@MaueGr!T=-#gP*h^DA4(A)ue=|D zn?t`dU(O-KaXvAVW(j%b$WR@7(}fRebcq5vjBYs?-cSdGk?r|;CuM~8sJB2(aoFSqN0D7AX-!2a!2~ZsSStS(Hhcf(qv#CdE z6WLDBnCz`mh%FV}S^h&1DL0bhPos)Y&z4lq9AzNh`uwr0L{BI` zj7Pyhz)m}k8kMoLzsmP>JKcS29}=J?pL2!^K5luAUT-!>&urYd#3Aqg#Ak;oYSbRB zb5wLH{1FfQc=Wrk76P@|SS|1Lom=F!jd!t(t3g6`fUdvEZmFdwLxr2_@XT z{G~RZK^Lfq=!BrQ1$W)ps2 z#)Ji};blc_5r2kpe`1ETgT0=Iaz9=t`@OsYIWshlB zD4T?Ad(=Eb^6To)LB%fNy^zOOLgs>kBYu}Z**+v=SZeLVtg`sY)Or(Yx)hhdF)zG# z&-Tu(ZPHtlB>9Xo3nkJKsqW3S(lCfEN_YH0I&+zz?RS+tjya8D3kBub%*Rwyj%>?a zO{%QGLy^$eP(SK|N;UOD9m^G@7ls{+4U~W?aIC1`5^12KVy4b_L|F54xm^mxX$s1O zrM-?>T5Y+vb!=5ejqmg55vx5*pENJ-7-I6(=e)7;%C?7gxVn~oNr*Rx(EP`lu1r3B zzf>gIR900TKX)tr`@%FH|@&tgfvs6<5rH+E|~SoMj@D;eg9cOb+4ah$3}wKHIO zGwzmk#S~d=`<69}p}jLrhhwdC4FE*;pbKY?qX~yEhH0$>J+#anUq67b75`;6LNIHB zVm`+~7ucQxD+!oLS;ubll_N^Ud7qG$kxX^>%%N2h?Pg(H%|A<3tXs8U1ycIh0yMU8o@Pg5YXxk|8WnL(3Dgf=>?YkJ=qyQ3+Z8~L{=;f?a zEWEd&>GCX{*$rwLddVK8|8|T`Y!(!JpnJ{q!$mg|=a0*|+m%LG_DCQ?$%R2S<>c%! zi9xY@+YGBj!lKCjQu z)YnHP?G8*qU{P5r36D>f>H&ISmnUnU(8-8&i18H5d=2F!0tN{w9950X7yt-mG!N;g zm>H=!L4lsTJ(_V7GD38z;|4{A)tq1<_Tv>mYLhN6)`j-)AfdgnJ_a`@p`FnK=7879 zXqqZWck^DFg2bt-`+=pT7Yf>TL6QYF$q)jo5D zLvfj6hwea#bG$8dma|!)KntcJA{5d#@+@XDN{7R)=iGgtV7Nvvq+`>@7c0JJtSP(v zIKlCgUT3$_(M3a&XGXqlnE3!d6mVau>jz{s#4U|k^b%|Pm(=h+jo)e+!OK=buEJG- zD({B2XOF&zcM2CZk|tADRzZyZ^lVUN*C`o#FMN(eF2^2@jfBlVEbo0EqM@j4B8M(? zzOgV#@zD%tonjr~vr1R0ICb8fIafIH&lYAw^`1cOl#SNj;h4Dz+B6v{K-dr`s>1o8 zC+N*|-M2>L%HqYHxp|>&a68V5OxuCCa&6KZ6+apV3?4Sqv$CRF_fgw52I;Eq_E|M> zKuqWDA@vKUU$hHfII}?;8wVVS`V+|<8OY0}6e%tptq94HT^kx2=57trm*hrZlnEcP z%|9@3ZDki`1B?OO%562i%dP{J%561dj3Tl19qfNP76mVb&8Y!5kA^l`|N&Z_56@_X}&%}Uxqw}o{7C%#w^lA~a z^N`zLHrh2$PObGuf=R|`e34>RHHS>-WNdm|1(Q7rFOm!&y5!ZX@Yf!XU>1lNs0kj? zM;rzr1$c1%$-53D#fWLA=C(k+#(X`7n(8)R0H$^(2h&mA185yeov;9CvSg_SK=BeL zu|S%4&SV|8ct^cXvcEA$_$MYp(h45ke~9kMp7=R}0fR!GVU0DUcRHml8fu zyhC99iY*m^h9+GEv>e91Yg-!?aW;9CuNZ3y=W6~Oeac=wGg{fv@L0b0ShJ%0WbZGm zqqx`GvPxr`*|^+rjfH39Q`#DY5ApBxN6Mrdm)fbis;=3(Bg(Dy^?k=I!i^rKv^NhP zWU<`-pLOf%mixN)0td_c<}>2fwQEL|-p?N_7+&dpvGVKr(%+BURf|fFE>D;Qav4!A z#*J0-n=W)F?mQ-!ZJEX9D$*Ze-kNtT)s}t+2s@Fnxx(3ot3IIQ-HQFx@+Lhabw4BqQFe0ssY(kQQx<}39pZ(s0HsQJ31bOP)3gUkeUNZ zsbT#u-y7ho9Uot;a~3RE(1cfouxgeFplC7L^z#M(U`e1XI2L}?fqdCNRl4uzGnEAb zgBd8?y?3u>-qo~&lb=%J6;lEsI zKD>HN)43Gypo{ntKFNAoEg>?Snr@7{rlg<)J5zY79NtIo$X4-*iLYMQyYxF-6GuQq z{WdhG^d`XvPl(P?m72~*cP6MK^=0{j<0lvjj-D}NFV%A1vgulCakMot z(8}cq)O>5;2MB;7G56%j7m&$t54r>XVl>X>3mAX`d|FezE*MFygcpVYT^Y!*f2fgP zv3cJxh=?~y_a@eDJ2}@59&^dSzyO~(S;ZnoJSkuAVI#)+LQJ=aTjGC*_0iP*ZWl&i z0M5dJY@GVKh+Q?ouD-rJ7WwV1s#Pp{N4G8f3C3Y#&{oKUgCP|1Z5rPgEIym}`y-Ze zgE3-M#<^B=#*S@ru73XeAVT{8oKtlN-NnClI&%TR3dG*>|rcz zmTYA!MgP}5^Lx(uKj+N(J!8oC`}w@z_j29Wb=~tUN03GYDK_mL=`^^^|L%haOj&~X z3#3TQU*~7M3}9M($8=(Q$I9LhC43pu?sp_ArkPZ}dGjXs@VH~2Jh=&JhMpiLngeW# z0gut^CmcC;f&VTb7$Q5ut*ELQ1XA$max#9-c(<6XNSejSib+KEH=qxBZz_ZTPd6rpJ-ZfW#ADbU# zz`jPJaSz6P>03Th2f)K3N6BtgpU!sH89b82qemsdA;i84f(z$)HV`-H=LV~Dx1<+g zBn$4Hlz%eFTV#BE6$LiBNy$a$!@?9@gR~shg7Z6;kNyt%0^$0Qz|vH<`M#xB2wDxb52~ zLEVy>0C1A{wDX}Q^|78QbWqKm`LxU2m~r14DL+f`gyx09M3}qb;z_QsEH9!vg~tDv zfw7JzrD-tWn`oCf=L!i&bL!6VQ^idep)M){d(-nK?cl`xZmo5s+T!oVRhQGwo%3Rt z;I0Z?Z#yudW9p`mT^zg0!c1&yTQE6aPME5Uj?hqP4G`f*t_^8t#$Lu+^++$ zXEslt&jLyi#HeF60TD-*i-8EAilm!qQTxEL*yaXot|Qqzn-l)5v1x_BL0>ZPi75 zi2Snz*yNoNwt0dBQ;4f}ax6(BJp)eT2=_oeVm=OyL~k+qKrphKa*P(Z8?Nt|`3@#- z?gwR-s*(teJ@rqglzD?^o%O5z)P$Os8T#SZ)`h2mLu7mCrAt4jhkjRbU4_?0=Fe|V zsXt~AM?0y=b=_)_BxP(>mB4UP0l~wZgAy!FaT8Gx-L&!LNTnnj3Tr6L6EgQKT(V?f z)v7*zGDJfcw)x<}zEl{f@P8c1-Au7#$ss=ecs(3LTd8^aQc2VLUBNNYD*2Z+Wd;w2MO`3=UkKpm87C zcSSpuS1QuI6`caC->PleVPH~VccETODJKgl0g{rxfeA$|P5Z{-4ZZZtBsF>8z8sQz zL4LmV3a#9YjM#AA%O*0?-`z$TfuZp3vgOk1g8$T9x@68g2`IMctbNLnBX-E3#RADY zA_7Q>O(L$#Tjx5>o!gg^MxrZeg%yiMw3#!grNQGlJB0(B|L3YSZo}% zKCu>`hdm&sn=0;8K#wG)Ddn1+`oh4Yrs2Jpm=yGOC~f6A!C{j&jWtk)!VIP*^gH5u zPUi%1GqP-W8)L1>fZH#L@H{N@Rc5YijFmX^;e+r}WDLud#^K^`i0D!Y31yL7TX;`r z2q8wab5sQ6uO6l}mo0ymOxc5}$~dqvOR-)S6LSw+g^dKXaAUVU*%fAo{$GX=SFv*qi4*1g@eO zUeg3mnlwq&I$}=;{}~yWIS|I1e=d%o)nQ%~$SzOjF;0~ZF`E7QE$2&vk>gi(_1d)- z%-Jy#@OZzQ2`}~_1FffQ@^4(n)&@mZ7s+r<0as9}MEp+NWXkd3X*?8_CL(?mlSnGb zikdaeb20Os3zzG9!q@~ph&X;>zsWinkF!p-QsgRoR)6OcNUtg-1^jz3pbE-vycRxF zYcSR_0W*Xdm7Vwg1|u+`DaqiI2SH&no|sRj8hLXVLr|iN){YM4Vm{3@p*b2uyMKe1 znGU`hXs^vS$yR#ox$>(!5qt}qrA!MU3jxx&F`Y&~RM_2)^&8-+9KuwrS7g7($H$rh zTU{9n4`mB0CHP>b&k9T%LT+i?=9w5<)HQ{ck8~W|OJK(Cc!s`ff;wVtWbB zDKU?}D(~sju78n$@_#lx%^l?@r)B*vV<(U>(AHnyvl^Sso;&v%-!pQOhImy=%0BK= z1ZGq5N2v8_@ir1SHO$*YnCyIhtLPwjdLe2%>z3j!*LU*vaTN5Z(+@DEmFWnDiZul& zmG@W2HsAv*sf)~DDe)pS$Y|n{k0$9$=s%^r6PahR2G6WI%_59CZ4ilt*E1Q#)9b_i zTA7)8d+E$#4y^h(b_rG=>4yKN;mZ(wi2al#+i`iIB}mKrbx|dm$rQc3$%bMj&&X*y zJgD;MddSo_mk zljyMwGgOYjizFDf2sVWTlGWd4Hs*x1PGjp`ip0_jVZ0mDSw+Pazhx8%e;NoX#IERY`NGxRKZgQ#qc z%uC4@`j|LU%!lL}O-l5RvPgpWvA%j4Hw`*UR8`w`^F@$I{VzsaL_=B*$HZ!Wlh`EC zA$czOBKs@=3vK5)n_L#2kFYhM$^k3Qdw9HCVd1{UzekhSLIFmFbFSdn@&r{a`bGr+ z7bB-8J_rbDd1{|G{@V0kd3At%>N>fUEeNSV$P|Sq$q*30qq6(>_u|LvKMEEkjt6Ir118ZLG7iP|xq|M9J76uYTfvH?o4S}-j4 z;sq?Ui-t+{nG#9YP}R5{14ukL=Wr4Unl&JOcknxk%+^-q2}`o1zCrAKi>Eo(cQo$s z6f3fpL!t?_CK&Or1y$c5M7^l03PqTLselLqnGNUoX>0DFT%wgyZQa$_TG{N+gDSck zjIcQT4PKD_ytZPgk&{z;Bv0EDfn7)A(E--pusqsvp2w*kP*t5sVq>bSYq-UIqE0M4 zGOIOf4CUSz7pKnfJKufS0#)+TKiDt`&<}P` zq5o_;K_MltJo2ix8|>97d_>Fn>Rj5nZ64vsZEjOdt{X4wE} zo-4b!X8Hy5LS#mSal4cap0l_Z7H24b$o-UPlag!&)25W(NL52&#v+IPWT@AJnr|S= zf^zcrCv)?I{BP;i z^zAr=nDvevMC68gY(S<6FW5%2CUQ~1l0>pVwJq{pdQ!4ErvAbXGF5z~OR-rfq-mOB zlQwIVOdO|mjWP(?lXbult~%lOKvGf@>m&;`j<09qrie2y;6UOQVgSrjhTmkg<@d4G z=EhppwBiQbC7Aba*?%=*6PDH4md_w2!s}_$BQz4|c$UNHRkYG-v`TubN zT(f@l8!=|gB|kk&A#e9+&@JPtT>fSiSnZbDnBo0Qjpr0gEj-l1@Z}!ng*2ap2&BunZv( z(n?8-iY)r|(i+xn*`6I^rO3cEEGs-jw}8tPGvFrha$fTBfOZlI?cdW` z9w4MMql?ceg<0fr>jT}K5p$oIwOt#(Q3`OBOjE}v&anM=yO^ zVq~9+8$TWDHNxWz+Cx?qxii0P{zpBTNXRO*4^701TYeAXETfUfsd@O@nliM+F1lj9 z+o7S>4i0fY$8-d{)G`d2)$8!1xT8S}66u^F`ug;EMCi>t z8NSP=)YN5(H#;Lor?6?WGCTv3taWh1ZLJu+!ooth0&`feBcBbn3ZEYi)VZq<`%6EK z39}oVQBU`x?bfHsK2)hVN%WvQrrJw>y|r*C;Yw&J(gW=1D*OyyArnU2>8kISg>Bg) za&DjsR@>S7EiKrHqLzKI(*-@4tGemKG?Qm&TQCd@8oemgaNUognAnKfb@M%0@21`8 zUnW{uDg-g-f@Q*%o^T|7Rw@P*z>)WlM9Nyo)2C0D8!cY%0)vdAniUm$Ut2fp^^le# z7t~Ky+g|*bDdihZ^zmFl9mCV35iDJX#R2}Htg1S#w1Z%}tUF@uRv3*k3jg9>t%WRv zXaol6WR0aEO>m=tM01%RSux}pF>Me^3GS$PvTFPVk3vb7VBEc{Z{@UKw$aiA z3uF!W!&ER7;6mT8b}97hUQc?*6OM60gm=MH^8te{>39_yhp9{Ic zxP1;!a0Vta(m0?Lf_$1f?W~n6WG#^t-@k8PoY<;S3K*E1v4jp6GWLADLXE+(K|k&Q zd-#R*inS1i2;<6J4l}o=NH3EN^@*ZT_TcjEkUDoHgoAJzF^KsRtzqNfHHC>v`VH5o zoYCckcK0(OGnFllaPCCcNqnu=rho>MHMxa9BVIS%$r zQ@ULk{9)nYQzNhSY!x(xu^`3H-7Nn`?;b4M)04h{+1%zn_1iNbPnVJj8laq^1k0Ru z?%OaV0$|!9?Z(%tGdBf|9r@>nT{G6Dj3dI#;i1zTJ6XGADP zPWtJA>+8Si(a{a~WYAnQ)*>G5IQS0$MGXC&mZ65RmXDkkQa(fHj&Cw(JKPZtIA{9B zgIypKdTyIuQ<=q}`D#dnJGR160&`aUoRXi#2yO`DK&fL1F5*xl8b81)czUfAsM<(B zS!?b%KcduuY(9Nn+mOnaFE^00X%ck4RH_G9Kj2MiH*__>ms=OZLN8%k((q%@b}};#=$lU~*8p`96iN1Y z*qTB;6MrKRvZOT?H~iVYHQU=;ytfT{>GUPX$<81IopOg{$sGAF2#}lNN}QpDDur0c zY*XC+r+XI0uAm1Kk~~0?^|{3^W}Eu7N{U0Bp0jWhn49~eMaOP;3W+B7p?H#k5AS{2 z3WE|A-DQP)srcB)JYIo;g~qnQc$h$9*_U&CucwCx0p%97IB{#FtDeYz>y_HdWSLAB z6=c^5#(=LMrSA7m+I9T+;thFLlP2|~`yf8j%wGd8h?u6MclYbTwBr}>r3(U5*D>tc z; zK+B{$6PLH8Om1C7>J9zBn|d{zd;n{}d5Cmt}P(s-D9 zN_H2sasPJz>woUxns2rbP*Udiaf3W{tt~@fwB2H6z}M_}@xVt;Lme|?ak&Ayw|;y6;ziwzzTulT zZ8{YEc_5l|3{u;7?b?uQZ%Zo+FN>9=IY2q`w5emv9!#cFv52S8FF39W{%Lvk*a9Ai z1PTJRK3i*O`jy^mFs12)Dp@>U@a5F~UJcM3vT0LGO4aLUeBJ6U{R25~K2}?F^vU4LT`}n+aiQn| zi`sJE%{ImE$Abf`IglJo<17#ADN|_zfneCeqM@GpJeq(16UBmz#f6GNQN1rIDVOpN z&m@;#8BrN*y-cL=5Wo%$NSZe-doBm#8WI;2Y1s&#I5@_GI$T}^lS&Z^Gs9$reE{Gu zXn69Z(ijseOR*6b;{X~L;edl0Nqq}b*k`281-ewEJWYktRXP}8HNn{|W?R~w&L+x% zcf>VVVhqw83bPpP#&rYxFQ$0S20%T;mNRM<96$Ond!r|%*rIBU=8T7Yzvy1d<&~~S z#>biK*3w#=QWRO+$NGB)5QqlxaIwe||8ZLQf6`g~dk7p-pXU}NnBF35>C;AS)F z9Vr{)X@*hv38hOkrpN`T5u>X{Q+Zej(G3-kj9`hDK*?>H(3DYjPu?>+p73l9u{iy@ z8Yf>S_E10IcW*1&?i;zX`A193I95c5M8ksA$HN&Rky zVu2uTjl3dQ;Q>%0Pcl|!HzMm+GHOpcPX>~Q&PCnPr3KJnI{=wHZc6S$~wamV5A zMTx0iXR-bN$3|K18^FZ4HeI#ZNC>*tt5x#;`Nu_LnUXOuG^hF%*&zv(0P&eDlO*7@ z$>=jdb@%{He)L9sA2|sP1Ya5PgDn9O!Z*A4RK-Any*_Q|VU)~YD5Q00iGD#QN2aEM zCZ!M*^1~<&+QS&Yv_JLvklw1{r%w+B)S3WxOt&r!YI0TmsWM@k3xoxYpPdBi>e?ak z42@MwoH+sq8S7^^W~DI{o55%mA=;G4++rlIlnj(RxPNz`q8>VQXo&ZEkcTJ@ef?-z zokY6iK?}~fA!6k!MDI*==0FjHLwj-D=gk^ZwFmPPb*3M`&RdtY3$!O-h7&*NRT1wc zgs5H6>j_gwR3dA?FXn0{oiqT8Tn7?S{_KODi%T~qoaAnJ`aw^xsrei{eq6X~IaT@8 zp|mj*nSFCOWzXBl?*8O?inxANn|t{+{GqdER3t?c#6Yt<>po|(a8kk#C20j5sB(tR z4Y-n;-6^H*IJfW0&YrEBe`C`DxWNRr6Hpb)!GHN=Nmgu8-2?7kI$Mb;T|_)ZTvVI? zC@nGKhVJiPb#@pjpal{|L;u2e+Q z6d@tYSAz_1ZEHZ5iym$R_i8C?A7pvf`(+X|0|Nz(glaHp>eLBr4y5RiOmT78qQ}#| zeJwgdYr~*|E=*X_V&y@FmVSH<8ROF!!Vq;cEkQ@>ckXxiQLT&&Y0k;DZm69ApF+y7 zOn3BJu)u;AkCZZPURNp;6MOqu={7=ls{&TYm{&&co)@AWf%Yi)O1X1sPk^Zq+~^}d zw3*=yeF$JohSEXDOtF!FK~lo(>R9#L#Wzsv6GTVy2 zLbm+!%I5N6X={sC9_RJ`Pc4j94#U}fGde!en<6Y#Sovy?JC-oPVcI||_N(i__0%uF zK`7$7h7P(=+J~Nyye-%r^&tgiyZ;CIyJu{=;$-Pj*U^I*JlR zjEQg(dYU)zL(t{siKp3J_=5YZ6eiU$f4h3&Bg!{@v}`aIK1bIlu&Mmd=j$dy)FMr? zZB@&vjPcMNvMcapF5tmf-~OzC%4W~goKj>#m*11|fRXxLy8D;soUFL+}t_hW3+!z4t@#a2;gO=6ehFZd^>{Fvtkn*$f=SP2^E*A|twonhelaFWHOY^QHMw~M-FU?q2AIHxZ4;BLG z*OIl>1UH%2Gln`!!(}yRAmArq-UkZGEu+sgcQ6+whysokd!M`hNrIBOAE%jyh&|R5 zhzVp(I<+^a%8&(V>dplDcYd)iH@(+cyI5r=#4t5~oN6Z3AsCk!ZM$~sb1_znu$cq4 z3_`?oiYe_=;>43zy4u>vo3GG*p`2GD+%}fp`IMtfO-KnkHYIQW@#Ep}uIcaRz!g$D zv5x(mIU@Z79cFmjWAI-l02__ z%*l>41PR^jFjHW~aWL?*$=hxr8dF;@qoyed>A=n49&L!|mx4+ce(?I0Tlf;#@P{)# zhE**~U1_TntpOaUm-1vl-Sx_~Ya1zg^-<(<*QOuH{Xp?!>#(3&XqW!~tpjVYqAJuTG=~JZ8-d3gJ z`73y-q4`4)D8FL|^|Zx);@&+Eh>fBW!nFE?W+k7S+bK zcmwo3Jn7ZXC`vDOpDXfZWYc$;~j9pVa)rsE`KFluKc4XV-_4x;~Ad1+d?_eZy}!Nc>Ga}%yr7rT{y~?@pR4558w;owxe%kXaK!2@Fa1`PWtD(ucQ#q{WHa{z@^-HYJ9XA+%-Kx0dih zYyNRuKwm9SgC-))Q1Z4Y^=&?!8_)U ztczax;ZH)t=&;>tUHm3j3P+rSFNUZR#bFf5o_azZrG$gq$EGwAg(OF`B>yfe=Y40+ z%&4_Q0YRE&nSjBqk~?W{xyHF~n^`FrhJa1)CSJ)}3A&BtUw2WT(FmP9cWz+R?{|sE zVpND6nVFi;{WUZ5FLDLFF8W_O$vY0`*L9{H+Ipm{%g}k_{QO4SrVM@l@osK06*iEs zI}CE4V{^o!5D+7W!^khndSB8>2TUVOp2x|(A|Xm~NeMCFUV6yPRqAbD-PpOww6{27 zW4~|z@`+Ki#M9dCo}{S0{GZoJB8)Mn0p)Mffu0l?cUOnzfd{v)ov}vaL|T*qNMnNY zqoT*{I;yFek$3oa@tB|}3l27qTs%?De3$K1bMw{+8x)tA?LfIk2iSWU#Zxyi1GQ(Madg-1g+%jD)9Tnm7W=uTESCKb3eZfleg{8P}5N} zIG=b+B_uR!MwUELi(I8++%ev%i%M?X@^v9sGoYv~UAvk~cUc?!MGOX(;+rqyo-+Mx^ z04}RW3XEBA4mDHOk6n<)F%T0IM816z!G`cvnQoWIW0DVwiT1mQo5m9+v|z2DFeJq3 zoin8?h`2s=hUk68=mc;!q+P#>7!%^58zg(QLDTYHUHR< zcK6)>aRK-m0c<)Ts|F2OzidB)Xr@vWr(P7Eg14!wt5fKzKG2@5Y!O;|Ql%e?lj#Y% zr(~$)JGB&ibpxtl#3EP7!ALqJ7W@9DR{Kb?YyRN6=&z4JXFrc#&v!fiJgW*DSos)? zcvxycX(y)E#QrzM`&+_e%>Qhb`&4=U7Zs#2gU~n$JNL=>+F>+XqEr?pC$t&Pi}syC%C zL*bJQP0TiFwlZnL_+J(-R5`78h?k~}Av!Hpci993RrO8DseZ6ceY@*cEm=FY;Kb3q zn&_)kJ7Of^yM7k+0rRTZV@fyj^JOEg?4IMrgBaZ%9Z{$0t~s@}^nK`cJ~w0t`uFZ# z|9XGu7Ysh}{{4BXBWj7qFqN+tKraB4 z;(`vuuGTHQXNCtSl|dXr?uK_1Zv4mLfwiB`!k6kW7qv_*VSr2`{IY zTZA5M(_`eZuCbFe+IAnkof5F<{o2+dai%g#I5Hw0?TIO+)!bRS4 zfzHCq$(7#um0^tok(8KHVYJx17@{5!+)bje&||sly7p&wHA_4yi?%q>1EbPOXY(E$ z?M#T7gEa$RTP!KLiQB3Mr$tQ~srgoa$Pfk93t#PEtZ&)UmfM|2_anp!d}*(ilyuhD zKcyI^NBc3!);7xd>|mOC9LKKx)ugEyn?i|7%VRohZealopqMhPkOvP}q!3?s9tVd$$+!Jhu$()2P5e8+84;&8B?9X#?V6Me zd~RcJpTy@AErP`*-VC(6oAkO^37eRiA)HB2REu28@R3?V46jOzW{DLtHUxYqavXSs z`k_OvtArHDwO|L*=GW6S`;A;wL1|Bo8wK=IHNZA~7~b+c zSV(V?`6%GbfvAUO$pJF8l8%?G&Mscl#b$kb8B)mnTEf5TR zg7**QKei+o*$cO1-_KEzU1{rBPH;9)TUVFn{%@vM7&ExP$llOAGvq6cEYb!!**>F% zZR5K*DBg)#kuy9J>O_X|t{!JhEp&0om&K%CzFhxS&4*j|}iJ z6M1vo@lF7SC3BD+iSsF!RJzmjo4S5);h&VzpOP3i0q2~_E)%W_7v(N4c1!_#Z)#;} zlrl}HejK6lm)081sctt!6)!>&{u5XVc7oZD_j*Pr4fKb)4Qx5My-Wx*mMgts) zfVq6|+lYc69JBSQvu;re2u4Tc_r!iPq5OYNPn5)wA5Co$bS5|JJZe>cx>YVg{;|ps zN~E)6{T%z9rnZt>Op!-Xt-Y|r8Z6{e-5N5= z$KWm;v_r`JFUsz31(9XCQl8fAYnJfa`Q3EaarKXUhj|vN%G#9w1bG_~6ctllixCkn z?N0({00=OFre%%dVHd1h5A~dyIuM?R97oz*b|P+}Ls`yibboHFmql>&JmwPmH+=Hh zZf?f>P5h=C4?6)U3bx$U$gdM6mMqj5Ini+lv-z^}@<5hT?Hk{|S>kqcD=S$8!`JJ+ za^+X=Xah>E==;YDEcf+U*xbrtA3aQK*`Zmk>8$`mCy$BF>c(GVxK2bjAHY|~(n@ki z!kCG0A$a<%qL4M{ZPs;}UhTV0E%Pv~6Ntd6{L1Km6<-W_SA#|AjcWZ2?g@jFj+ViV zx0o@p2E)4c&N5>yZH~7rj>5KP4*$?W4$Uj0(U!&NT&9uTlMfsSohHzbyGMG-PxQpK@pVH%{Hi;`*9Xc}%=dxoCR0 zyPMGRZQin_p|k-aj47FkFj=X)>Mw4H9m%j{)sMzI4;~x@It69E!<~Uyl<+FO#*#Kt zfgA)imkly;Pr6j_0U#R?VdxI}}{M zJSwI>h~3lpz({sS&`I!zFDkpPd?r4JIRE|zkroPX%!#DzoQViY^Uux}^COgSdue%_ ze^9O#hTUbR_RL6YAUoSOZum}JaqpPZ^kO$Z+3$`gNHFvV6=mgY%p?Yl7$KgYByRr) zm&%##fl{`F9Rkr3y57o^#>|R5SX3nSaK^=fD(|1a8XRIf<4Fo;V=2>5JX1fHz{Eyz zHak(1k}CQ|{G{t8OzcfbDd1<0HQ!37DpUi8hv|G(1MT5P)Xy$KarKPPQhs!y`C z>@#M}Zg5RP3`}M-N5^=;amUiW7wt!IArdlPVx+Z`;{*5AdiB83J;c)n>Od!ap@G$X zbPH$3iJF}Pn=D;s^&yLq0#&~hECf}Pu$R0eZf!Ka+GMRkSmUjJ|94Kzjva+4xFBwy z-#5N)3mo{PC(EfZWhuA>C()P?m9p~^!Wc7&2hoVM>Q-hS+w(_B8!Y^ih zTR-P+(Rb5QGXO9TA~2!~s60}3jgSby$lakNXwTH!Cphsy8=Pwy^Rc7{Kwq#1TnIgiDux>i52HW8JGBm=b0)n&(B;d#|-$yr5D` zTiXT?j*$I%Y+(?*zMA|uk93kzJu9grB=_1_e1rwf*U2v~)&c~Z&3kn-shG#w2 zIB4STVSd)a(fv-0o?EA@%AWl!C%bvO1-8Dj)w7kO$%IuU3x?+J3Etj!&V*Het7zI3 zmp-_ZHMZe`>y)*Joqmk&5z$@$pXDE3W&HkT&u62ATlHf?7=NMFoK@=o9a@0k3PLLp zjWsLs&YW2p+}+N`V@PLstm0$=<Z>(PnCzZHktch9 zB$7P!VP6yN0HcH4T+Qd#+L^`1#cc#|qjXH>D1!)Z;{RoqZAF;EXR0W*`&48E$Pf0? zWH3`JuT>Djq+k-1#nL5;bq#<5AM`h5qZxFD09Fhfg$Ke)l3-@IE?^SlpEw z-|^c|sv``I;xg9mnWj@gr(Tm}+dK(UnSZI>gJ=UTnK&P^r$Z!MHWB-kg}}uK=3M`u z98c+MxMw_>yL2%sjTcAg>-Xu~w*|6mp-}<4TYgy`!kV^xv=^HrBH$a3$kX)BNzOwy zipqr_rq(T_XN*(A8kK%_K=n}WDtQ2+n*!Z;-&xT~UA^ClE>8}aci>Tfw4Q@8IIrHuu!Uxo=tJ&EK zELd=N`ZlmtPO=#zN$4hb!I=daI$AUhq>zI-4AxGM-Ps$yyV#sLbEe2!v8CyhuDyE5 zTwlyVun9{fWUKuu?T>O7-js;@P)@50J+8up!iuu+=C=!n4=;$*Y(p0%tWHXUN`ssJ z(FXB=6w94w#ctzAz^>cCERVOW`C#`U0}X+#4NWnFLsNaPrzdnR(q7r z3RH^)Q20Sfjr&H+9x=7UyHmDaBwCzW@y6EIrE_BGYUD5!Zmfdp2*CxtgU~0r3e#82 z3$Q-!S9s=5p==@&&6nAx$bN%6Ow4B-^RKX)UF&3E!bus;4Wy!JuTvUSf}6pA#&PB{ zk;^pE#<;c>xKhd7@#4J7Rub^KEnGXMJZA83xw8Nnj5nN*yHp!F_qJD#cR31)W`e2d z)rq?;=R>P_MXfE8e{!z2;jSU?`Byk{YMe*3;&t!OJzu(Xslqe$6Ju7q-uhZ+#$329UD?0f?3NiiwayOTq5isxB z5&0J+PEwI4{$|Y=+!ALVe9ER$jntNg4z%c1dZ$lx0TQN4t|6S=@hc812bxHK1};%f zO3?l$u+{vw!^h>e3q)ivfD`IR9qAW}%{fA{99VZRY;;M&s)Fbarh`edp zUN{n*(2)oN;{91pC5_z8o9z@(Wz%6*j2%S`f}lNNg_>%h`@y3}CsR`joJaBFu)-j~ zdVrRpZyyzdT=6yH)9s%Yt{G(z@Dv}96B#e!q%;3}RBU=fBi8dZST7G}?GB}3l>#_mP zsy~0;Pwl>)ZLA`2ov7#JGL+y`X-5!F6NHHrJm zJay`ZlTTu1)cb!{2Cw}rqB0d;Q&Aw|$$+);6 zO_UuI(idoZ&z_x4VibH2wGlE)U@_;tj?oEe^gN|tKnxt|7G4r?L2!IG%%SS!Is*oW z1@uu1w2DUENHm*E*C5F0zV&;1s{Xal>x$NoTF)E62!ev_sV9Wbt$KVE5SClQS)1VM zIyP_YbXW)&i;gwCR3{11O|0n(Tdv ziI<6MgN6;eF}#v0>4#O|JOdW0b$Uy{r^@H3o?T~unh9Xph^CbhAjI)~@j zp2cyLUv+PfoKRZV-;CBxlt4nU;$Yr|c8wH#>#L|!Rwd8`I+0x=faYDj+Ki>B;)c~L zYb(1TuK=&B4jV9mf|4g&y>vMm>#|eAqMs9Si=dayACUE2h8O$3A>F15fA$0oT+DI)E%-( z-ITlPu6`Q`k|+;nle`4O;MbWaZ1`?@T(Be@QXo;vt|IC2sW+S4CfeQ^ds#)Ldv_6{ zQ?XqsF19It*~%on1ClNdfn-7;Dlti+<&wf+@Zdy>d)T^)C(%Js9QMqryE!e!b1D4Y-$zQ_o+b|5H5_IYC&YuMTt>t|Buu)m5j&yy z(ZTA-G8KlAzL$1!4Y)iF1(V~~p$cXY#kBTcAok0f{g}NaItw!%XC`{BISUqqzyqK_ zY4XhfwoAHCbLhX+W}A5{MBeMmx~5Emz;TupAC+FK<|9SJcF*C5KUK@h zSU6TtmhomW>3o-U?XskSeEAwwo}WK$#iRi1%FU%Yo*1fhC$9JH-8%pPlX3Ufk7wpp z{+-8(zY7*kip$T>7e+kiBr!R8y0`yBCX<&bm4fM8UcP#@37fnO%TPi()pU#56r57z z5(O#^u93)Sjq-AG_T4KT(2fYi_N#5Yc;V^`!cOuNuP>@olECny+${7b9Jp;&ce)eR z5DUR8ku7nY9y_jc|DuE;YD0sud;#Is`QsU%kcZ|#3V}Q^N7xZj3$`3 zL4(b8EOyf}WiTYPA&P3pS+{mQ-c_=of%i+6*3~MsvXg?pf16&@0n}h;cK&a7P|T8L zYm5)gD>PA=Se!R76a*!g#kC?6BGqVps+Zaw1_5Phe$5XKrpOT_Z1aqIbW502I&CRf z63b>24;+YD_%Ny0_>F@AUb>!>#V&M_G82n(>&U{t#dIeH!iERzCs&9_j`43tfEY$1 zeGIKzn+)C@8af^k$E|e>9vm$oY%&#G72dk5R&CVboW4s#Z2#4RFhd=L`*x7J$zps4 zDB-sGy8_zbXP=V2SyhT4nPxw!g4fa;e<0qA>|~ZeLGPy6yI}=E-wJ;#zw`?ihOiQa z3EkD-_V@JL+n-;2CxdSWzqW^(g-_El(3P$0YKm;hF^OgN6)CusKHE(&u@y4ScPTrM6$2`zFCu!*8 zKpI}yel^8CGIQPNyv5`mK^q)FT>A1KXeaib#6pn&TDpmjBNZ!jSTSVy@Q%bp(sJ6p&qdSz$m;V;SN|a8 z`F@swLow!1ny2I?&I6d2K8dG35eZ8`&vGVy6A`qiU3e)8HoWyNS;Ciue@g?Vd_B7C zN_4{|W6&-fI=L!xuj(QawO1LJtEV%#XdoQKnJTEjE}GKx$u_TVX}B?Q3yBD z&C^r!#NBU+yjm~wQY@;Lvw_Cj5igQlGed@$iGR{u&mRLztR#>u_0NWftb27w4CpL{X+Slzm zTqAa^hJ}V&?%8c=WREK$NRST7)*rB7o{#%T z`{r}urb82ea4WVf{Ebw8B6PvPtrWnAkguYq78DofaQ6EN&K#qSZJ~|^@!gjC*m1~3 zUBv;%bwM_60eZIY-hGxud!?M@SIl5a7R2~%p`1dZw|uwWwq1QIKHQyF`rP78ZC$&2 z_l(9LE^dFXZHV4R+P8}OCN49fw#X(v3O`J8#k`z zv;pM8jF|oPU)1^rb7Y7;kN)BfvXNXe0Gd-803@` zOf65hLQ5_*z0f~)?2_n3g)bTgkPRFBq=>!~={69qGyzDe`B-%?CAwlA9ds|~MTAma zt(qv*)0eRw?Hls3b&&cjp0vIBD>ggbUuElotb|DSyYt5s zc8=6)IwUN7(!yVxkNWH!o!9R7-@TX(i{WdZKKuJWq5Ihcq9hO!;Ct?xsX?4^S+;SK zrEe!9e2)De7l7>tP|wq-Qx&<-#6_zW=&Ij0-$x?x#K*pTL~Boq7$yv37K_GBhU6i|6FO z20k4MO{R1;>ydR7c>cyR#qrBz)=!n$V@x>jVRrmK$sw}n5@m(PE&ngHKC%f6mJdj7 zsNc~$Y*Y`0anB=?1qmVTCMp-6p};72dURe3ScKotS^T`@`l#V8j3%B6(RtH(>WLNbf@9o zod|fIpqZRf7Gn|*nlciEKOMqs4M@uDxVjVC6Y^2d=mK=*Iu);VT0roUt{l%})L=zt ze-clr5jwfJxX?Dj_p=`tW48a`!3k2abFNdvotO}if<&+bkBl6nURCQEf9jMz^r+s! zeOj5s+k=Y(emd{<@OK-t`qSPS-Is=78K@zQg8|wGNG>R9CO}KBsIU)-RC~&bGtd7d$Wb!zX(B9YCXisf~q)cl_jQ(c8~?8~loj`P25aCdo3ZrrE^&Vi-ZSjF%=>t@Kk&&*N0;1`Rw4S>i=` zIczjlxE1y*3~~oxbRfDADoidV$j5k0XF)YYzrz^Mn8(@#OV6PMR4-;V>EY9P4!_7O zca*Yn-u_1DD)VYb>Q7QTS$RRYl$pMh2mtnxVCNI;uOS>1e_P$a|~^EFe-> zET>vQS{lCO*>wbb?Svr4t$@sbY{p?9b$ftL0658jjPMyk96~|*(k_k?XyKDjrAvEi zY>4@@v1+DT+9wBpo<#6&8so zoY2kD{L>*yTw;)J#=MEDdEYCW8DgLWN($q3$htYZpvqwF#a_mQjPsv1$$U~@2GP=- zQ`GoX=c<2U#Q`sDZ&H#ODYW0zT~rlK#Uc*Cy_&Vb5EsBJe3Gjp0iOnw5B}mr^W+dc9D8)_l7FKSQ00{yH{S2hQ%N{% zavVgV1U!I2g9Zl&Rw$HaY1l!D3%>=vCRdPWRhURHBX?v~LfqGCnv_Z&Ac;WDX$wba zJnCo4G)0$tBFm$|$H~NG_Uzd~&g-%M%f$qn^n>G(!`_ZBgQ{QDjrtYlyRG8P)$+DG z{ALB$-)j86=CJMZA4^=bLrqsIs6^eZ&Z-IM_26T45tRuyjFwbgq3&aQAXVZGnV)&~ zwzpI4zyT0c;I2BtvJHD~0|*J|z=yyF6{r>Cij-W3PV@sJcc3zq25`~E$$k3(Jg#m8 z62H*}?~*<5uT8bIY(p{3xKDNu(4>_~XUN{1k*f}5 zco()s^NI1JXyrh4av|ZJU-2fY;bj7aL1bhk7CpGQg?j6MrAii05(+?>=Z3U$QML%1 zG1dMXlw1TAR~f|4BT%zEpvRa>a*8$Y?at>BTv;L7Y;mW=6Cv%Ik1id&*wu+ z8A=b4)<5Y20&jSoW3UP8%_?>NgJ)-5)KcPi$5+9AdjolxXP2wuMT=3s`vB+s7WIHQ zEs0qv=jj)h1gxh83Xu{O17`LTyy-c-e8u{%MT-_vX9NGnq*SN|Sa%m?HkxO=K&)+T z3(pK&ZDX4E%DKMM@87K8a0yL}Cnm;GBAa2hqR$Q?xb$kO zKO5y&NG8iMvB7>qNNAL~A`lH}H$|&CHQ^Pg{~AjzW)Q&)mcCFBuo{~V@h73n*D^fn zP04kGRVoJT#b7K~FnsMrnk5{#0s#nAx^>%KQAL?27mm3pH0anx@4$dXtv6`UY;?`y z!a%DM_aLQpfOQjot`bNq>j|=XZlQiXAVJ9{cOkvv;0vk!#EeqAr~;3X=RPaz90kf1 zD^xK&0K%jrf>mlm-9XWi&YlQ9v*I)Vty2-L$pV?Pi=1#_NJqaU)GI?nxvhXhOaVj$ zj8>D(iY!o~I8+9FKf3rP7DiNKBOp7dNb;OVnLk5`so@uiUsI{7MF-xH1&vfLiA=lc z0(R}%mG;k2yb?rrC|*YVVQee1pFNv(ueg1nA_9lb-3(W3eeQuNnRVA5qZY1TXYS#A zGnh+tDEVv1p}+}^pSC%^@Kf{hogVYe)=@yc6EVAn&KG8 zP&UiR!?;Im)Wycg-8q zK3(Zz2KN~$=O~`CNC>cMNSWOK#8VvgX>&L!%Hl2`fs@H^LIolq;PTOj<-D|iSlWir z8zJ!JF(^UN;1?_y{?u0PT!IUbQ>xKW)R+@3tkvBI zG{Vl-DYKpr8!H0{R(9}Zt;a`*aQ7te;hn|98Q|{L7w+t)s8(F`i zx0j{$=s)*l7WwCOJ#<7n)nmq@n7;tVS%a7hmUrr%Or5c8SMBYBD(LBk zVlqWD0Lh?*&7sqZ(FGoY<-U0F!hL>%j;b^6#BkhL=yaERz_P_gn}Xl8<_o`4i1^e(u4yrQBL!}L986?HfA+fG4LBgTGJD1h#nflw5cQBeNj z!=8$)idd%K6fWYF&)`4=78Fow-Eb*4Xa0zc3Fx8xL{f4xBRarOEuXMm&wouW{Svls zO2U!`U(H=>GZP+*B`hgP9NN>~b)XM}pdkWh^as0))?LWY9r5+c7XS>CzR~hdgr7;N zRiVF<3l|I?gAiw;xp~Sse@gVBF9~NgUE)EXxi)#2!eFsy5?R{+C{YqfRvhkR#Idd0 z^1#wz_{xcu1lLEkn?+CzL-MjxpK}tNh2JWUdGnp^%BqcCZEA9R* zjJ33QCH3@9TL5e#*C*ousYG`2Jy%)U`}ldC?blacjbG``;JA*Kpaj(uEtRkiI2STk zB34oN-K_aVfWHkJw(dK!A!>pAtl!(TDH^Blxt)&8`ZV}`TYLBfR4CP`|aaO1$P zqQ>13rE$UzKql|^!U49iv#US!=EK~up+1gUu~~CQZM)0-pY1C-{4Fy7Icr6dnuPNJ z01X4ctsJn9Z)S+4u#@uYr*`_h8$~YwW0e1iq@*C=b`rKbQ=>^5 zBL@!CoywyS3N^A7JFNW`;I+}T_^WoC5R`QM_)Q>QI##4LodDa3@eT{}zM}(Y(WcVC z(~Cto_{T_i0Z`rBf#UE4uY-!oa07w05Khityr}NfZK83$`CPX-X6sw~-hKG+6{C(C zHSOj$aLQ?*VHLTi_FFn`Me^aLKtQMTmMb1&X9sA+ZrqQ#(GqKrY9?yhm5C#AQy+`TG`!OO^Gy2;JuC@%T$yQ5!d~%A4j+iciw?8^K zG_>f{%F{b`%#4gOQ241gGdg9m~5{3XvdyMBiXbF~_csT-$V+yCfKt)i%T2RcMd zKGRNX;T@1I26Csm+0iUP$CFS)JfUG+kXSb05CUwQ4wLgsA^*$;USnX_F(o|4+K&Um z%AFz9eODM%OQBB^ReyaczV&M=VXrEK9pdXt`FXpzSX+N(DpPXQT{GjF`AwR%IpfU) zreoqhiYSD_=nhp+*KPHTg0Pm{LMaST1BvV;*$nc6U5Hm7zqdL+E=}_#w3=`yagE+> zQl`v^U77C*9d9)?4_A9Gq&YeDe&0&G6r`G>p<7N)br~E;4$5)7chqbKGrL^NcAs_9oBo`g4o_T7Ty=eJ369GyA#mn9tAMGq*l} z)#C^y40EnHYJ!+Yg9B@1EOT_`nGlGe9S{Az$-3sl^Q>D?$~g&Qv)QC+i}JdY1?c0c zpzsozxpF3W2^C|LjWVZ9mno0zqNe6Z259!-(fOc{9^IS|hnv z3Ui~5-q&~PNIN5c{WfOeN5`G5=rNn3w;Uv{<~=R+t>xO*J@Pgr7gnr#ssDk&J5YSRn2jhc5r6?w8*5`qeDo1u``OL~jFF)vHRFn!0 zrZEI+CK64pj~!Ne{x!web@`M9esMp)Pp`1Bm@)i_sdK*1w?$4H;3m@*<@&rlcHn@l zJ?uPo{bTA1U!!E^^zezWUw|Gk0Fgc9b*n#mz06L0?z(K~mtjln^wWAw z_vsOP^_XArVQg_u_d;jz#E3wtIdWv({#%0w(jLxXKCHQ>ZDND$B>(|-15`kuQR^>h zn31@sPpQ*konIyvQ-^uR%?yrr6)GsltYSDW(DbDI^sCIVnd`iu@fQP*9%OjMX`+9upJ$QH9lr1}E#vXD#rP8#; zmt;;6&V;8Qd9~n;A|9O1cMOD1JTWZRvCXR)uNMX!?{|CJi6P(j*)>VKezibVJt3#E zsm{Bn6?p=YhfTk8s)wdZYsft1@+HvOYOd;<*dVwK{PkWm0%QO{@0Vlcn3Jz)ruNhF ziSUcbzpmj?6{PLgcw9G_OWGVQ!^1GIi znt-H?Dl#_f7olS?L}BkaLL8;q5Kb}9Cl7|~1FkTL zA?7V_kpEmTDIzxW_9NadNeY;;>77uU>+T*!wMj70=5*PP(ua_LbAgHP+v3UtlZMn%#cW1;T&g7m!A`Axvq4&q$j?Qmf~n@8srbtgag zlb=b8Eltvkb=wXDWOp3k4B#^{ZFI$Ul(%##lLo)B|O?4rnF`kr6nP%WP(bg$D=K9F^IpUj^PUcPoN-UN8Ni0QFzSI!BN8AK0Lcbo|t*IYi8n zeU}ZHzhHq6%38&rvx*jJehv*hy8En0_GeSi3&W2!)v3<+u;@9(IPO=}<}SvaUVGkt z-6q$_>`%PoAow9X(kx0yvQGU8`37$BQlwUcr)0Ga4GS|v&w(DomI6+swe%V8zOg-H z^u;_;{hwE~^7+%TIN%w8^Ax&1fz~Hgpoq0)|1;z4j<3yEP={>C-;cga$+hXsKPYRK zty%^B9cQ*cr6U+Z$*vfQqMS$$>}Gl?Zo)0wv6fS&=sizXrkXo+IJ2?V*1=(dqod=V zTFU0!D_8#he@wl1T+jRe|4)Z=l4F$0JS6QBLPut$j53-kB2s2n*(6!1i1rX=gfi1H zGO|ibQf5LF!a*r3qkh->`+UBa%kT5g`}02UQ@vi#=VRROw{_<{l&NRre^3;2P}Ff8 zbUe3k{H%yEI*~mi^Cf_az4Ss(mayk!-B1YP?AyowUKN%UzwP^pv-$cL3A&3~(fQ)o zvDM>!2QO)*|M3$6CjpVU%QXE0cj|A9{_lVR^6Jf zhrn#Mn7ML-c!A7e$oR7!J3e0JkhWEk5%GBw;gAtBT`f^0dzc^A9WcPDWJcbu6%xm= zY3+NGeyQpTFJA`lBtQdOcr(N&g}~u&AaO5twVC$*H1};GU~~g13$~`UCI>hJhziii z)t-f(jx;s6>>{2Rew&xnkZ6cZIkLO3Bw<-jX?gqB%~1Ix?^FOQ9-|!w3kg^Ua72oT z3s3?zo@s@JgoF$wi|D{6G+E+y1XRfkD!P^v+$9C)K0eHW&_8UZ~Y_gpB zy8kuiVH$ew0OgYVBw{^GL~u1Sl^yb+aP91>pDP;f1{^w4URKsmj=|!jJ`=wnVOLN4 z%V)yrRbsWE@--tETKwf7{ee!%ix^z-(QnEG?>pyp9yvRYUAb$|g7T=T>WRLO!b0kr z&gi>zOF~zfj_AY<)TMmFWfA|7!Ztx zv2hs9q(Bs$A58Xu$l_^5)-))o<;Pk|gX;3>{5qcA zvPr>lsSw&8dP6}ObbZd05l=VyKsxkG0rxT) zxl{X%cKcHH@S(6F@>1Htt9E8hNoqJ?aRdIp)pqUhJ zKYB(@>=gegH|0iX{ZF-a|1Irc#2Mjv3&@Q1?-;gBiyH(jWbeGx>M2QX-=(&Txzt^FT^)yscUP_sm12 z!%ClfN2g&vVXQ1kkpwOpigqDWr+}kjJC+5?gj;8dAUNB#+p%`hbicQUA#SxMcI#c{ z*Dfh?;;Hv{>gof^hInZfylrE*V5y4s=YtJ<3WHcyV^LCb&htejxrwGM6(n%)4gC;W zDijn35hIfh^Z!b^11AM*U*>~f`7vP_FnrS5UK{Jc*%-BHU& zBXDVOy|PY67vj+o8MN(nEI47k$6L)qaELyvx z-lNB@pG&$viW*;W`ap`s{qLSDrro`M=kl<$@h8*<2mY44fB#7CYnj0D-w^H?8wEtL zJE@~TGEDZ=tfDS3yf#1MEZ_L9SRwi+S|ECvo)eFL|MpEXE}3w~VB;Yi)s$rVgC;kB z2KFF%vY;snCw*Vqp!<@^JY2F$VaI=RE57FJZS_2G8gI+{d7BtTe)%TA zBgy22K!?&|$ZRI*D`Jsw-iW`=Qrp*eaK(g!kIuETn;kaZ$m8Dm zEl=ym4+yBbUi_y#SM7({wVpRD2~)Eo4u=5iY?tQB9OlPQ^^9Io#Zd5iQEaQe@)Ij zjWIw>=Kx%?H5HTe>^mHa;;>RyRTa@HY3Rk1UK33b3Ypwcs!iR^z{&EVhk6uxnP3EY z14puU@+e3dq2I>esTT zyBvEbHYISwiDo=MUqAPKd~o7T@5Au`a2!%?k#R_DAf$^sIvi zw{`0K7xeAgD#K8=LobiXwRntVWID4B@rP6bnE(0L;3(v?GUK@AXam(roFCj02f0zu zM71C{&PVcyo8@)Y`1z%Lk?y3`iMWzR2^YP0U`oJM&XOh5j z02heL&gVi&CH9CtDK-h|#QCCXuLt!IBau8Ba_$=cIXXyuzdROS0D5REH=n8)7bpiz z(|A8@Quc&vME$`BuR@tX_85U{7Zg^UFGMJ)L`7Hy4k$Be4vx?0V1i z$RIy*7$3Odz7H41AJfSMBh)aGvs_Kj6jKKsmME>^?y4mRmwqR6g7^J9cX|yTeBOL! z?6Ot6ZCzbEK>>*nyTZ-EvJAXy@%_+0*x?i7N zAao&vnnrK0-^;-Z0y&O{7`otQ-9j`NGEWjUW|Amwny~@99Xbr?>1YLt2O65O^g7X2Z zP*yMGh!^!`rtx1tq9O)yVTkY#_|KlBu-n&$s9R?>!477VGA5yi^!?1rC~5E~rR+=c|FDh$CLsE)GAX&(nxgz^)OVvR~<9 zl74?!Y6)n-3&KS~H_(h>Ut+l_Y1M5#tFjJARc*@N7j#!2nK_chAMos4<47bcU;Z*4 z^%k4YGftd_WH!hXEF_>MGm2J*b9;(4o=cp9WY*YclBMLCz165=3Dae#)7Qv=FT8@( zCNfY16j>6rPqHN7IVX(O0RW2hzZo$q%mJYQZ z0@lOXC_xz%IzCUb0h*PD`Z?KM1la}_7z6fGoAvvcg{``+^jN{nwijjx@w&*229`iw z(pRi5kY_=(jJ!hV9VU!a8GUYK;%LGDPfwnHJF|8K_eI_0(57GCx&Eva4#jou+Oqxu{Q^gd``^?p{o8pwFI3nv7nOP3&XIH>PZL`jI(0QVfQ1u>!atdXPiFV|cP-C~{k`^cW%)Hb8^)o-pnF**}1~ za?8u7Op9|y%+9rC!ZKme1fp`H{igmrm^bk_$hefkrlx1ie+(Hsn1rYxf=FWg4Ex9= zPVNuM80V={h4v%3hRP*}(&NSEpPNtBP-%#30-+vn2Czc^%gd{>FxVUdlykhm=wnIm z+e~O6uJ;zxL6D#{X1zIn7Y(rQ=SBMm{DLX)jGwGeyv9sYqk-=92CMGf=CIVopk#O2 zT9v|78*}?Zn<^;fxmjf3H}6-BLTp$9GnvHtcI}XZszIE^{jr{$3Qu8j|0~AtcDKOelhTP4~)=@HCr% zR1mC2rU+mqkk*=0U4j{DtBEoBqfMLbmfL~9u2M8IP+Ws3FHXTbl#!Y_u^zvIZx%<~ z-0-!>{V|1W#}lf72dLwlZy}#RI|b_ETFPb9!P<`8v-xMsoKVgfK809lkeQ0y#B||f z*JnvhrIU?g%bwi9KgK_g`u4FPl)gnWt{G~Z2d1a?*M!Z4!(L&Z7m13g{Ok$5<^{>% z%Td8EokT%xIkUZzq~FUNGA2YV$;#>1R7gk1SDgU>Nr&H@AM3+zmbr-9%JafdQOZzk zJUy6?)!tr;?>LuTLk*c%ynldP-)p}boauo(-(0X!!V76|HfSS>u}lnrkCU%P|~oyqKZF}Qp^HCl&V*gFq?T;{9;@a zU1)7G8!vpStAp*0<0vu#^aLY&@uTtV{cP&A8wkc;<9Q34nRDX?@eBHkjx>6p;^Bh> z{nUQ^Xfb8VF3wMp+c$u`_CDqt&-B$j|1oB@pFbBZ85_YeApNTi&Y$P>+|`GY)>ZOo zNp?{?ylUj!`$J_$fgqn0fg(?#b#*?hTLinoDMr>sA*lFRB&1)zhTHw5s*fXcmO{2; z&c4m=XbkOC@nInkwm1aewW-CF3cm_)Abn zM6~`efI~5&Tqyz@PkP_YNl|GKdR=3z$R0G5KXP991ZIQQKVM;352?Gi1@AAwwkn1stCK zy8{{sIGxvW(!=(kP62wni97MdkKZua%wThX_}rkv7BM=;uDY3xUv&o7=dYk1gS+$% z`|CSWF{WtrAoQs03;-8RLL2t4%xjZ!N2H4I{rl9;+P#D9@60fYn52dcRJEG_36n4* zPh@uB8GoB0&-J2h1aRTIOGnL0CsEa7Uardl$V18G=9109oB6*Pj$_m!#NZdy)|)D> zGI00KBRF#mh6YQ@irlf;gJV4<#82u%rVfohVFtA}3nc-i;pw~Ff)H4*kVHte1Z0+R zrDj+E*=;GNAnb>gpFv&hWjM>tiOWkMWB5n3mm*>%t#Rd<7PmNig>z=u8S5F*U6<8g zKOCzi@t|olmG%UN*D0oapn7&^W)-lF@2~I6WPBL}>tT<}!+A0PEULg^H_Fmd0hs|O z*nXm7_@$Cx#z_vf^2$}uncW4`2kDIfaUZ3#bcsk2ni2aSjAGGa?MLgF(0N43to!l) zZz5cXv6;^|p1H;euKPTL+o-MCp?xD_ZEzQ#;FetvAD(mfa4Yrf z!w=1!RJ(>;aEYDul9&%YanL2@!2B z)dK9%Lk3O~((9nLb;87n)s(HQwIKdOhJ}*qaO&l0uo5x9(n*MQ3psP>x_(jPz-h%V z&q<_RI=p#cB{|nEFjRx6%z1n+z0wgy1sC;rG+Bhe=FaSI-33Jy8MmP*xMZ3D^*5&d zZoEiR7mtEJNTvwk9%x-}gv$bCp`G4N9@F9)HQBuz_R@|pUA z-tJm-51f9IxX(E=ntGQ_EMpTndMoJxQTWQAqkfTMi0T^RHnO77z|N8r>N#Ij7B|Zu z8_uWvf^o8_8F5cJRDx0|dQ)T6OO+Z3Ps)tcrPqFC3jIMJOf74E@8H^xQ7>zv*4GJp zLX~ZB8uoeb?S@}jPB4uOSu|MV($OkWb0>4l&{o0w(q5m0fI<@OeqcBuj}kF}m-TNd zs6I;@CVQV^u7gq2x)7A*Y{eqVL=puAO$B0-Vws5t+1y|cS&lNLhnP-!swHeogmq9o zZ8>yuu3g(e-6|6VEJu!1+cONvje|3Y)A2=uhA{;n1w$|O&?U>3^F`8)<BzsVwP*BRK)GAVOW~2N{8rnO zbx%M)YQlvk*wyNE)gKF7PJUzX8Q`dP*%O*fD9>p z;T=yk&dmD8;)Gpx8Y@_Q4N!H^Uu{UJ*~^WZW;!-`Q_rn~QaX^TEBz2xAB0-&ty>>5 zZarzCe5k#|fe=K{dBuvamKEDZ9QWjckL(?M(10XRPZk9SMk1@XKW|Avcb;5@sIj^C zA}QlPXGHzOOOWoL4$%%-qi2taoh59T`YIia3|u&Eo?nX=!@B~u2vts@PsrT{guRrK z_*&ZiM-CiY+VhX6m-V`K>4I*;hO#&M{vs~8r-)=$u9U2LYLy!x5wuuE^;eG@wA(t) zo~eWClq(!SE}DBrXe)!1(3ydeKZkD1^D@DRytDA7waNnDeN;?5XvzPFZ{0XfXTRlU zB{{CBe$)yp#J46fQUD=_muey;-vTr(zoY%+3)CazIT}@Ho-+T~E4EOmCsx}`Aee34 z%py47jyy67RJq3g<7`}soX@iT5~Vyo>qC^)7#7eCs{jaM4I=QM$tbgROCGq4+~Ql^ z#-Y!@ISLX2?MZ(60@@~Wen`;PFHBn?{1XCexmb8|y_d8rhsNBOnmU$sd2ZRiG5bn4 zVL)LY$#-jb%dmMF!cH|^?>4RNq!ZJ|g9w3WY5i>{qkdtv3reGaWb4Qkg*4Mb(4xk@$GOI87Z%bd~!!D-|5 zmlycDy3fU?tpvg$DrZi`I2r{0Xqu_5d5)sygf|j%m+pEK`Q`er4X%h63*l7Ba`wvG z*;54AIi^_}m8y*VXaNu<`Vy*({UDS=Jo7QZyU}E7!?)4uXoQb(MVKX~qHay##sGIY z>-SrOZq>wuZ3V9ZCZUm z)7Jp}$JXDb_&+B<k4(;A8Bk~Jma+ccSu-xV%tRO&TnaxLzyb?eqi zKK!g%TR5Y@Y(#wwh{K5yqx~S%-ME?~?GCB+4E?~BgkK{#>t%?oz)*`1h(%y<%qx$s;W-hpC~M#?hPGK@176fS95&SafPHM8p2Q`{-D5v|JJ=cXod zF_=UG#4N99gb-5*;>cHWUNA2`g03FiR1&lBq0!&#%E((jolM`R$&Q26p|eVQVoJaz za8ShflN9HY4`kDMX30Kl383Lxh$*Ws1P zf{^t}%2tV|M2Erw$Owc@T)eU#_+v+-vO@dVKJ92VtM2NKsRyMMWP@O=Qt?cWV--tQ zK5YcoqQDgF=;!a>AJZ(XpGc>H69biPJdi2t*}l@M8}K5%>XCWk7**%`P;P~Qx zq*Vzv%LyutDN0`cT&T!v5a{T`wD3~`_dflz|=(+)N;Ne#uT0R-<| z=KBGH{HC4zv{IAc5^>%U2Lwz3Whj|bl!Rhs!-_=`rG4;vB2iFP@yZ*v`wFBechvi}6(<6pWeT|GAk z&}o|KMDu4EQXPrgk@eWQ@APKP64W3vhA93U<8SxiZu4h5_LP@AxMO7y{oGG~)8~Z` z2CeBi$kxL%y%UWnO!YR(@Mf5a0h$Ssb<-O1>({R`IuE|Gw4d;G)H?KB`VN;14ss(h zL!%xH_)nT%ma{>r8qdP?^gmeC+Otszj;?)RdDU}TrHi;6_c3gr=>FX3{u~v(ofLLX+Syy z8Q6)Vtz7yrcy0+6V`4ywv1NCz)xM|?+4I)S?nNMR9WIR0;|^C2mvzF- z?vf3QJ?tjX%fWNq&l5vS=d4qcLbCmIoJ3s6+dzO`KGfmJ=6~}4vgu9_1`ZVR zN+sfz6lrVqo^)*2WuO+|+(U4^j#c-V=Hv>QA!D`<&2tRdj@U#*eQaLadz#Na6wHv)PL2+8Y|~@7yW$}O4X(QsqGRAwT+`pP)}>J7fHe$pA>{Ek z2{}j91!9)zFQAB$jKjl1DE=(i(Mn4tc;6{8MoN7}zv1>sE(xk>2GbrKpj^#2 z04Jc*jV+F7FYOeZ&khPFvGu#V7(0)J(SSgev*YUZ>-%q}J;H{2l_na622Gvz(f8w*-?TaUJgrNpo?bpdaHB}D&|?wPap>wloA z%vD3HZvFK1&#c#>Ii76S!|s_TGE9qeii&8)!iB zn;yeNzZT68sS4ah1rEb0*9lH7^OROKEuBWY`OnrbL`Syx>xZebj<`gD|2$$=jYRMy zh7T%&!qas#>3JydS_y(gJPLM-eifEsy!{qn79yTN^as%LGSl-7a(GCX=!nhhxJ4*7 zws4D|L^(|g$W7L4$i2ctU@$76 z$s#wGNw(1!^ud-SvWEp-_3~v)b1G($H$qWIm-@J9OE@E9eAmr011rV+0*g}55!AZR zCy!2a$}edL4NlJhIKH-Taq}`pWB@Z2pBj&vgI{{y?qyER)0v?S09dk*RNJ#YjKf@E>|fF0kPjB^S2TOPXbStxHA*@kjFHxJH6- zg&l&nk_fmd$<8+<`lmCr$uCX!kdc;_q*D)~pk|JcS(@o+^W;2)w9~QM^UpGT9+)l| z*P>3r5)~Tn!>^siauj0W7LB!CmJRBWmNZ(jHd9&8c zihm1JmUD)8EGQGmNy5y0AC?J$5CCqF1S-TMP>|XBuX@ETB@Sqgg3UB(?7|R#d>7(S zk*L-Gg5AyF)|8GFbp?B-^$!UQY)(JUo@Y+lq1sI_B31md5UppvnLjgPM!TrTSK7U5 zeazKp(#_MXOcE3GFg@?y1wu_-!fJ;^Wiv4NJ(8~%^WCHvQKYu<&8ZqqUdEP>%FFvx zjX3Y>Roj_@xfJ(SYap24l7$6?j$%7^oU6PDR-p6|NniJ?;1dV!nX%|jB_i{)F zTmx(AgVl}sJDW+mspcb3gajv(q9N(oh6 z-9wgZ`n6JwY5{_KDq4lA^^oO*(-$M73qQuyMf|bWyWFv7rOZ1wU3Tj7rqS73=iK#Z z{buyjK~&&`VGQ#y{7%<_XEgyr876-|XtioCk1C8_Z3!ra&(}HL=>P)+PuNn%vx;XT z1&34YJ!Odh%>LuvE<1Q}uK&_M4f~%;*Y#XAct_IZmv7&%*fctym1Q5(aV_6iRt+iZ z%&(Y5(XX^43?|#tEU8ipSQDj(5EO{vtiXZxJRL}kSY9PIT$lTAuk#XWw#o@#E|SKnF1GX-0-) z!Qf<`9iY5SvD9?Q1OA=G{X2B+H)+a=APD@LpDYe~`j)!r0L?xxe9bsYC4+;mH}N~#0m2d~__clu^)7X|NFM3H#)B;JuO3BPXtnT<+otA@N7-zY{8m|_ntXSpS1T5v6&E%`Zbz#Mcka8p_mdNbNXF z=_|syxX9W(GUw1Dp9vcmI;Kwgd;Y_+9ml4o4|w46^MikBXn?mztISgaMD%4SoGq6#X3VqmguqFah`TdI`1V!lh@*(0Zb( z*MK544h>`mb64QykAor({|!V-+cNvjqti!h7U(S?Ww&koxP!ObDTN|-;p*XJmFZs6 zf1ju-*tT{5pUS=buAOI*WqU3;{)+$)Uv$Y_nK^)2q@%w=I^VKOA>$i($C3&GPCFj) zngkD?z66%Vq7=oHD1ypQ+)Nx&JG@~($QN`JvAHHFG7(B9%=bL_Q<_vNWeL5a(JsKR z&MyVHdl~O@N`uaYGic)&Es4|j&idyt27hh?^fM>nb_${k%jR2{Cl8PbZwa3hH_x~; zcGa2wC5l()Uv<3Jz2<6xmV5fJfo&EJ8~AM0;$;i12Ub_!^U~ZHrvIh<(IbP$GeT_$ z=Yp}4DInDUDW6)^)SzYgT*bF@yS9G#sQr`Yr`@fwKGwxqZ_y)-!mM`Ii91i8by8kn zWfYU~@8Rx4Cf=?7yz4Ag!X>8{S%k7MFHcxMY%A+I!J*Cxjt4(JG_SsejTETquG^4} zP~5Va_U1jkTHp!tB04HGeMZ&;fUU-Zk_vF>S+N21=D5Bt=pvmdarr-M zueX!=xOV<8ZqSboTKc*@!WDZTtN}CG*7AbDuv5ZfzaOaUOj15MW|J);)g@;Zq#{IeeUzktzCPb z&g}doB)P?qQt$I2%Ts5pyV%C{b7QCQtxyFoR!{7$$Y+x|n|x}5+DjFpb&9PBa0hM# zzr9ZGO(t1W$m%Lt!ZK%7+2Es`upGL-*U$Q`cC~A(O!o=Pp6JbU``coC)rcJzdE17u zVRvrUo%gILssH}-R9Tb|TYO*#YAK_c$YxRpxXlA?2YS?hqThEC;C9?tPW8Erq z`fuKa+7cO$3N_ATqnSrGh|Z3?pO9-ej=c0q#vR)0O%R0kP`_PcO?(=HV|>RA+^9J5 zY<`AwL7{E-RJT?a`waO>v#(lqgCDL1iM&IO1UT6Pg;o*?Btmdb3dW4kP;>#106(_w zN;8LcJ~dD6z<=^@5w;?xu*!1GT~{)&w0~plJKf%4zuznEn|fz*$>@VyJE;9?`|F?2 zW!H*gd`hZc+#5`AiGfPxEM$XQpm7;8Hxpu=Vc{0aS#I4><1dCE5b%0QWeYA)1Wz*S z3Fk++jbGbnzExYOX!fwA_KhB$TWoTWi5f8t$v|l2qR-^_5zWxoBe$9L~p@w~a_ zz6evhAck@;uHx3CKKyNEl3#IYX#}+03%8>4Or2A%rVQdc%us-!wdo!7E0d)6*$_*J zWK*w9)65JW)MIrr1JO2!f(lZYv_4_AKuIb|#$d?VOfBtH?2?W$Mv@I4q%c2S;E4~+zcKDB9I+vVqP z73qF-3o9AZ_SKOar*EII`|I1p?2ngM#+;Zpt-y4YZ`#(jGYxLvK4?g47$CcQdY?O| zU2y&X@xQ!^QA9qYiMUYeYsz73ICOy=zT{m3Mu1`|?%Te;Kshw$Zklr_Lwt%&_B^xb zRof5Oj|ks{Oada}+OyUr2yz)Mo&jl70@QepbnkoaM!?-yr{J-*a-|58! zT|-kyH1HM1&Ozk~DwgSYs8l6H{dW#-Fg_dz8wz~%+M=2%IQV*0WL0EpE^mQ^&lSS zPcjMs?-dEK8k*z+ju(=|48~K6gC2Cx@$Rs=nbvuA{^y;u7Tjzf{4{BzyQM*!qT{pY zx32veZF~(WvLYiw7qbDm@UoU-*cuHg!c(t)$=Te8M1&3XB^7TvlbuQ#V_0rRqIK*ok zLw}Iyhi1iTn)MqtK4`q+~Ur~Fwkf5fB#;raK1ZI6uiv6*V(wW=Zs=qnrWMb3LxD2qeV4WO=8 zlJy56zb~Mv5k0B*SfwV+I_OZW=wFyDQN?Efx@xbc_Br2C+&|R$Ar+U7TfKT@8q;Od zP{k|z)^%<6;Yp@N>%t}*A6pZv#I{FoRDAt?@xU|fe2ZMCj|%fg-+KrDBFOa?q)L)Z zh`2>yQI;67@Rbu^Jp-WXPKdCiw4jnurJtowL9$_Y&bqZ?loL=CR*H)|^<2$UV3tcR z2Lv!gv>3}BuBCrULlP7f^>(2_lo``>K8ZQyqm0!1BM%X66Gxi7akhog;wA|@B>zn8 zG3YvY!8E>%9~)k{!DZ||7A@7zp}f`#DU-7Kv3A6pg+$EZUys(z1X=YX4{xMdQ&>2>-{$KeNfb$)uX&hU9=837oWa>-UG1ETEt?riuY`% zswZPh#2*rKFGI$G>2RGI+BG4(PciuG2GA4Q8wZ=$lT+1} za79a1#8D~n%!EUk%q`U-3z%NjIQ{LeG!|DfWNe!0$d^E9Cuv&H+(u2Bc227w5?VyD zxnvw|s@Y(kn)~o!T#q2r>7O&LthyA8UDv(dG`hg~ROq1it=1~zKK0peY@=g(Z}5ZV zp#L(lf)j$H0j3I!1_vktIAu{Ql7&eB491qjE$!z%a3GFLmOJZ6?BedZk%cd1@}$H# z@Rn;eO==Fj^nG9O_~Me?9S^P;Q_>-$`n!2p&<;z3;>?0z*Rx8c-K@IFlyX=?4u=~# zIo9cyxU@xJf=t(Q{`@0)8;>JlK-)l_-wRSUJkE{A2Y6f!g(p3yCe(e%d*mOEYcFFl z69w(^qh$U_cXRb>bC@VlTq$&fMw4iW%A8Q^f@1C3mky|fa)!B>Cm&b>ybQ4;`Wkx8 zyfc@%`6ylK#DO0SPj0O@V>aO{PP?)*Bg8z|{Vt^%6%+K2gmE#LI~jJw`pl8LAv}t~ z_^b@NA7I~!h#l|@H^c_w!njAVJ2(;of@i^&BZP~tq2n)ye@Xlzn=93!cj!j`Fuqwm zZgM*xwRESkbSz@Dk%JSX!KBk>3JMK6=*+k(O1Zy5c2ge?_kO&%bl|O1ACIb9&9m-a zoqxos&T-&{Q%@Hh@adtiZtJo}guf}%wJZB(m6t&M2mXazv=pPHQ8^8oc$K&l zP!Ui)Uguaj2OxYXSFOEXON7tzRiGtQ%UMDaU?WZox=c4q-Tv&I=U}jh=&~Sks0&wR zHN5JId(Mi3e0a6KVpKog2wIi{X+`bZ=Y@|8{D@$}?8AfqS-@k#2UT|6oQf}jBZ0e7 zZh2FSYOwK!4@cmO1nnQ>Vx;GNYOpg+HraItiA&(ch>a7DhEYk91W*>y!+$I$Mj6uu zrX4#!zMxNFpS^Y0LFUBp&wm`GB~KboMpur^n&CBz_6iJwUPGiC5XdskkQnbr^?y!i zxvQt+wJzCzA4~JJ*WYcnJM2~21Ra+u>&Fkqc)7Lo;0+k{&Ilc1Es5ITtkp-3E!6F3 zl~B<7(wIx<73V&_cF zl2rxo*x|CNo06hxG>#zB=U$q`mVdPMXP!mLl=zO@KOaHL%CkWS7_AQFCI4j z&M9x(Xa3Glc=F`9z|Y}LF9rn&{Mx+_nJ&V;ZOv&gw6nJZ#{rOjF0yt2S&F~ve=p3Q zK7D<3v>JcOG2yIz>gVkI&~{TxyiGbw!WoizmWiiV)P)~EW6gy|ZIKtf3Hgqei|?uHeH89W*f-qoNRo=!Jt#;MuSNFaROXzxof@+6diorvc~P?i zd^1(;yH6W3cC5bLn>$B(dWJ{YoL{jjI?nmed!+?tTB(N_=F*)y9!bLRvPm(W!V=OW zth#0X>E`gX@=R=ON4ENOe0I_?k~C^#UsTIq`}wVEhq&%I?fPL7KpjVyk^7&|p&!^q zpYyNRo4+Axy!J(Y2a;_(^j54SzP``8?gq*3xV2Y(|CFjxsi+!^T~%RK5s0`0xckI2 zNB*1jb#qx0dX46{A3VstaYLt~Dj*L!SVnU)lJx-38b!ZM3_=kZdT^FP(SEiiv ziylQehIXY-ef|lK^v)0$pe(QOkr>C6epFB>@Pw+yt=MWkf~LN}f&$2}%0bA`A2Q_5 z613#(t)@+*8XmolJ3aErIpcYcZfw1G*Ft57QDf&+{ruMtiiWJ!H`3YsyLvh!UVCwSUOR+ zbBlYTdY1S?7C|YS3-|zfiVn@J8DsgTDu40u^xS|##KA|cy`36cSnM{O%ts!n2B??E z{y!~1^XBLjGMsi732G=3U2FzS(Y-hOp9vZxqBdpU0GGWP7w)&LAQ8b&gYL-e`s?%# z&Cssc>}~OZup3co0b#4wNJt)5K3;xbxy=SjNz-gognvtOClWU|Z?X)H=xo=`T}OJaW~ea1?Vi;If*x=e^bBmnCyAtB0R^J>O*R*T;E^ zBa;4IhawLy;9sM1P8qRqgV;Xj$PilwQ!?Sx*t@gTzs~K@A#&oL9ek+KS}J=Pv%-_N z9hWk`dEmt{W5ztA6u>nXNvso|w$1Ql`W~aR`gk!&Lbl+eGHZuUYd$VYiC~*GhM2A+i{cyMAv{^>)Z^P^sIk z8cjzd(!h1!-{?B;+NXjPQE)C`$F7Gb=-BBYUgPRUeWh8bi(5z_Lbt!JV_{^c&Rp=zBl^(RhfAkfr6?yw z1x|hPq)`YphC z`Io_@qj9rGut|iZ$2=2>TAiYr`*c5D2Qtli|3QiC&Gkof?)F&sEs$!OP0>710ioU% zDiy&zNILR<+UwGQlZ4|$cWm~JhQ0NRR>-E`Yi_P(22BKeK*}OMi<^;k5FO0~M4{vu z?4>ZVsqwfMHC9oVLIahaWF+O#URPH*^Uyd5?1VI=wxBYR+X;P3-z%#XsJG zwThW+T5ec}P6oQQZYC3ZH6Hm;Y4S}&v!UtQ%Ix#WPZX9;3DgT{_ZiC`RLgbrn|NzA z`)P0Nc`M2IhhpF4=)~xaPlFccD@XQ30oBrNR2P%ELpA3P&>X8buk+cl(GPSj{r;#O z-p*o4>wWY~{DLhYCqv7F@BVXp;ptB4>w1oi_Ue4Ved;!&=hnx^13eI9=$7^2FKSIM zVs!xRsbi%xoik@=Ow1@+D3I4IyM^w_PQ6ru4?CnNaUrU|ic?5|cI}7)OpzY>w7$ns zZHsJXN-a*;GQGuAm_MO|!p7;$WZQM>VsK*6^&r6sC=CVv>IG9%q%VHfyUcoT5D#ynP?>i-R(O4cE9h!y^%<5htf?@`0U8Gu`)8U$i3CWgqqe*qDR@i($amr41UuexDnN+xS9a7Nxmq{pf5Rn&b#W}B(w$b zQ(R@?)cfs2b0ptUN_)C_(c?&_KdrAUj-9Sf<`P-X{|WV2P9$0ZzF-spE6)toYx%PB ziR-Pbg@LOkYu%fl)p3bQL{;F|3gkyCI=%Lf@|qg6X~1fI%_kGKZXfOMyRDsJ``7b= zl|!xa>YmT(()rMhT-6Fqlxtlybud;iK6D>$qAfEjAZr5 z*%gc^;HtFlytJA6H-%NiC`gh6Oo4GmeXGDzh14a|V87wiWiwMqCqL9{6})}KgKzXS zI`osQ3$;|=DAu1`2j~nv@i3X4$^Z1NXktq7V^l1f#O$z4y~|gSWRE?q?n&%8ohm?9 zn_Yj$tX4h*wT{G7QkVB$oYp*@6f@qGN8;8Cv;ZuFd*aUB)7~$;S zgdQ8Cvol)8)@4>eO^RIV^^6&-RQ6=wZDXNz$fi~J+x;CnTc)H9T)FE{&4D|A>(V8m zHhi&Wq)spYdfkg<8_#d)?78vys<2+_P1Qs8@7397V>VFp>8m}5s%IW=>2hsdx!0q+ z?{YUB|B>pwQmJHg!wju`U7CIwg-b?xW@cuot?Mh)IlW}Kh?oNrW|-+H#vIBCUtP80 zuEF1<@9fj9^j(&xe|hIn?cehY{l-{cvPjsoAYj6Pc~K)~=%IK@Xy2_{Vs9TC#r-OJ zhX0utTp6;)Z~I@L*ixcPCDjbZpQ~EUrtcK*i9Q=pwz?gv*sE6m`k))*|42vIA3y<*ZijX3{ASO4>+P7wy-^+Qdf=N;5Ext($`Eb6TOyqb}bFPfsy z#Dp%*+gjl67T&W>*Ub;VH{aUE_b)>;v-xx1jk-6mwN|Bfb?|e@ zc01C5Q%$D8Bi)>wxg>tvt?RL=V@f-m?ANB{_Abedjb-;C3_w;e7*Ov@)+kiQ@V6FW z1HKQ|FL|Imw{tJkv|!irPFC~sv}<;1x9DZ76r`~7I-;bOzioVc!hZrPsMe&^0{OKp z?iy%fi#uOykb$6Jtt28HuI^V2-FJ2N^mw?Yp3W=WrlPosdo|;IACIh|%`mPWK!}@^*k`tv z7qIg2f6VMtJ1!B3VbrKCnrAnfH;PAV*sy>jC%uCac$v^Dw?$ofpySFWTjous-p8_v^bmy44i5nmc*usxJzKZwK}@Eq%Vg=KdNx zn*{ZFi!#pND9~0O<8dK*(yD34O_9*dYPjS#a_WR96KIb5Xh^ziLfRkemDwJb2AO2KO>F{_|+y;q)B ziW&^#^bL+ySSJ>)M1f-+rD8uc?@o&XMauW<CJRN;nQ0A>c!3`F0`i^Op57G{fm zg>IZY3l)M(6qJab#^A;B>=&_d^6YLW5XJad`wbg6$` zTpp|qT`d1DDXWH2!+JQrweGgErqlpu5f}!pQfV1+M3E7%xw1NHx^Ka3ubDG9Mn-l( ztK#x~rTFI1X)@piM=5o#9Dp`G4js@`55<~hgl7|IoUvKj=WfNcr&T5Zp^B}VNWRG7 z!(XGL1u}ARnT;9&h3l~LB?uXWHlsHd>6f-gfg~ag%i;SJ-NZpRDN?kKCGdb^Ap>DT*h z{M@={-X)vfPMHzi>7SV<{j=gHeAO`v8c#+uFb@o~;nIcM{+OZf^Yd?&c%vUm+lTf_ z*fx9E?ZeBy_!B#dGC#z?T|GYe=@iaEF|g8^yN`=9UL87Axol+@i?#| z!@P{a8Hw~7{h^eBMW$F}E88jYxMy$+YiVh{aI=%Cc?j6N%a&sl1SV;5F)5T)qxVIm zh}=t(bIKpc=oU+W0;B*Db$L2}s1H#?Y#i|vH@o*&^9SWKeT)K0u*If4jhv(a_-{vwlyZ>R(9wbKGQ>4x$JDH zRo~1tW&`eqeAwr{KjQb@U0+_(U~=5n?b~}hHFb6{3;6NU=$VG8rAm6IRdvn>`pwUH zzlZM)O4$4ExrV)Z9g^XHep}nG`wj&UV@@d1R++7~RZ@)7LDe4QYILKb!UMyvz1J3} z)H=s*Vw`K3oX4@2H)|wq&S9c}NO!;a%DJuN;{b}t;{p5VMXDM`zew@k&zU0?Fm@uF zA+bB~OgROf{ylt*424XK`eboEoU0 zuBIAQt(NVFuyJ@5@>n9ovD*eteK!2d2L$gDeNG_~%w5n^CHNaTw~7o(rE3l88VWoM z3bJ{5rr`qab#D4iOuk~;L}*%3LnW>y{l%|~SP{|?(VL<2-VND;d)eXj!$+*p#f?8# z<vKKa zO1%#(8QpAWs`Jb7t4DswdHC$dxwg3*(jpU&-%1$U=G&R^ldj5CBNSw>Jr30G}9C+G&>YDmW3fNIi%44Sb{nq84!9>fnIQ5v|L1zYS z)LQ*p-KVd8wrKV?9B{OU*N{dWzyNkxSE|;DQV6p50D@TBm==zXcQjjDp+3FBCqKK$ zuj8i{EeaI=Prw45>AXu*!%h!Smm1}TK$CHCFJ3n{N?r>X#(A1$^FNIhztAbQ&E}Wv zbzzdI{5%0sIJ2;_FNrVi@AS%wR3K+uviBv$Kepg;R(=%@CgS#_+k?OCl@K^jB%*7SnTlS zhDB<3a&v>wqcMtEgu6s#SV7Yu8G&Eymo{sBO2V;z$I8_^g#P}gPj^eh`YB^Pmur;% zQVO3Dkp25G^8+#OXS`Wa-Dc*bC*KdW`8>bVGm}bQ=EQT|Jc}+{s1FUfU7Y^D`1-L< zPo4}dG$k{FjvR8OaM`x1zat;69UQhneN@`?(jW?j@c^;> zL2vvK^sB!j`}~Ep(Uaa%s7CBvr?3-|!e~irLux>dZlO`Ew+Q4B{S8|8a}YdCnrU_D zGtT5u%me|hM8GW55BwIOIL?Ou-{9YaD!Y%4_e@jWiSc;np{EvmR{!DoBz*2Y3-@LEp1pn;S%wWtGSv7w@@dK3 z)Hc)W^UutyeCHpM;|Y+161o=y{c`8u&4}+F6Fty1ptARj6ZN|5%kJNqv2Utb!M|!o zs(NN-nO8K!!Y17hTD{oIWN>Gf45dNM_C3yFY3kC5C+GEv>43@i8FR~l%wA_~9t3gD z0B_WE>OfaNjAkk+9#+V7zlCaqE4ewcra5z7c>EMFm-36t$pq#S7PGIZ>7>(RSqxin z3J50wPkxxv80}A4w_Z3+5WUU77%V;(3Q#@ocYSp1E^#kO7@tU6!Bgq?kL&dxhKe2M z>UDOYI3TE)WD*kgIK#S;QO@`y6GsL=D&9y)rW9W4E4t#o=Gt7me7P`w2>S3;6eHCa zluNWk!T!OnVg9|Xm7_O3^7QC+zeTwJuCcRz{0dhJUl1|Q z#O-PEvZ8wlUspY?-s5FbpH)$vb$P|hF5{c8tkpU)di$u|13Oqnera|u(ju|#(~$|4 z3({=WraYPb)%i^RuS5VJp{C9k+Mh`1SvcCPHo)I!?xgFTM$TPskyqekd3MV|qmRp{ zPxdHB9Amym(`Mm6N9Py)NN~xRS2iLxNBxQKupmTd2zI6(&)tqzjvzmn|J5H43vK;z zV9ORZ34cFzz5MITuB?&DdbtQ)h|}IRcj0BI!=V}W^`30}xcK;faNQPHl-uhylY73R z=~oXKte4{O5zMxm;W*^)-C+3^mdx%hdaA&S)0s7W z>{xHkYJI!n@29p7x9-N30ktIU7RbJA(150Oz}_miB05=b0RJpvu;;rS0%J9K((n!`0~x^z7Irm07lWlXp`7k#O<{>MIjGa3)g zUqATA=E|y1J=bR5-*Tqs1J@r@d;OW>`8X}kbFP7QKj*(wJeqBPTyN_6_rQTU2($6V zbjwirFpa{dyuQzu%gf7Tg|c9q%wO=hv5sK=Y_Xk z)G{OOMr>YbS9dK7&#w#iR7+9M$yLoMSr!KF{cnnoLy7|>1^~U@$I~rad-a|LcoDQ>qTmJ*he-%{n4lMUFG}A|vIdDTE_v=_4)S z|Hb0L3iE`Xy?Pb%?@F#Bf#dmk8J8S-aouK>CBBuwHIj)4&H|5!p@MOTyZC4Ixjh0< z5*?~(9~%9i=}!I9u^QqosN5w1GHGpHE8+{Tp#&5t?>T&U_tTSmFWsR( ziqDP0P7;hBTEFoJ|93m(HTL*A`yA_E%SWDSHE7XJ-HSI>mkdaYGs-R1>i(zOh(Fgq zo05L>%jMjk_Mh8_S}mOq?wrwZdDenCFBS%GT-I1NjAcPF*+ES$`jDcI^2lXFo&>Z^ zyEl*KNa^vOUqQ;tR(+X#WBcgf0f!T|TB$XDNglJ|K!K&zt5pw<*rqrTpl8mFX@7ZU zGun4u?jO74l}oMhk$}x^F0fN+uNQjw-aLS;*ADlqwORGMX;@{)yX~w-5o7V=4oI)F$sRv z@zY-pnWOiY^hFlQvAQWE!>_SJ3nj^HA3JW`3$~uwnK5f)aR8AVw>3Q6-t^9g%IwDn zmG=DR+oWL9*WYl=oYIOAlP>84JwC*b-SF<%*XzeGYrZLY95`XS!Sj1X@s}+6C_U-? zcIw3o^P9YNRe~2UU7F3%HJ7Bs75I+x?`PT>sn5P}IDhQBwE^R1^x1Uu=7D$LvO0Hd zTp6f= z;k$XNlgxIs+}r-*k`_yEu*#6!+a1sCI$+KfE()IIe#CxmHYpXH6;_l~iUbyJY&Tr* z*5a1`92l^5kV4CmDGqc+_J=EW5kf+9h;!)LK07^W9Vj5vPAatZS{rAms^lMZm8M$` z2pVm*7Ktj@7J_*#cxmpz#6+wZYX`8Vqe*IwT}tnzuP(KnYhy32n#|8sQT ztJBBcloh03sXuz`7#0N`vI`y*XZ{^OB;~n6ft|rDpFS?nLIb*QuA-_C=s%$8N5!gx zUtW#2Nl3_6)&BA-cudMD4db}702V1kj=sHx0~(v;k~ui&E1~i%tC}_6jYxSkBrt{Z zEx$y{GdbY*bf3$~X?^Hq=Nm#y;fJ-JcKKS!Ahsls?DMLs{WW$5L;1=xzz-xG5#6v| z#q+2&^zxnHpivRcMp1mtct$^lHA%Jt?2p(t>sPHhpYS8xcfy_vg(>CAo#M_^UH_Q$ zY{tc)6W|yUaQ4F~V@otF zcgNVj^6NdrD0D~l#n2UB-ArP8WZyX&Gq8Wq{a2G$YJN@9?PxH3h~Y@}fO{IdKAt$! zscTol9c@rZhgHUjCa3-4rNLxPBeyZW`?zDe@A4L-BGTH|8|m!VnqQV&VbNh%_+MVH z+v@Z-PZ&17X{v-_HP$CJ0hr?GbKC35^;Jk3%r-9l)|z4KC$P4}!}EB}GFsM_P>mQK zDQz#B2Sm!0OEbUUnS!X9YuD3S5;fo~^Y9cEKFL|*R!QUgKWlt$ZpPXMU;4QtH9HH2 zNoef1Z?!m|tK%ZNcJDrc1x(az@$#G5*_(g^kcUJb`(&lDf_IZcRTi3*)Pox8;x@~XzeaxB{!Dr365;8QzsqRoDo%F5@#M-;e8J`*1)?zg``uzWk7} zp_N(N`=fjkO5+U9SoePsJw}Vdq5~q@6k7-0b4%s=9!~Sx7`7WW>)!L+ygT=n&VQv? z`n4eWZobCln2&wa+Pz9zKWI(t70E*&FEczbahtnwpS>;`8g}RHQk`()hR|J=pcM2E z>ScFBMg{>y3$T3Da8f({|EC3TO}G5^L8ble{;;Awsqwt1FD5tG%pK5$yzD^CPZJXI zoyPoqhdLYi?Zy=Er@JQ@DDYxd_Zv`7_5ob|KBO>M`^U9kY_lFrg@t_`guptg^ z(3+yt7mw`=H*op*vU0vrS=X?k!+QOA^)w^x7GtlrhDNg#hkU#>V<#B9FF#`b=Ee3tVOiZ3TF#~nCl96{gDL^d>ppo% zrYFpx#KQ1Q-+KL0iVqfiO+0s;CZGQbd5U6O5}>rtJjFR6_Il`sSMb7EH&7CKbEu%x zoqi^C9W?NVr#DnQp5O0rd_M1qV+Te%O7_fSILPoKe8sX)bkrOiZIE&xG3|MOe*(sJ=Glj$pM;rc z^;WzX$M3IqSn84G&nvlXqHXfPEiqBHlS7`t{R;oX70KyO9X2hmX$PA>)bF1vzAKye zhNJPD?HG0E(67*yfVh^s1wQS9nv7#t`pzue?%T95D=+l8cFgXadHmkDV;kI8(i!i0 z7HXH6o0Y`42UJ%6QqP$2HP1Tp^+9qHjclHrQHl8xhtA z%1?lf%pIMbNNmGwL0ot6%g{cD_1z;rQKZ-C$?igkhh~8~Nr6*FPFKd%r8#Zz$5`G@ zqmdA^+Eewn=YVk`_K_N?B_ySotX5F+b+8o_mVACHFE1Z=<>BazHgG{)3TGizB%?gE zp}3D>S8vtr`G*j;kaJ>%`oaKrh>edVK$4k*jeT^GQ#YLHyZ}Zp$N20~xZdf=H|XTR?=4 zp^p#PI5=p*|4JZ#9C@SQ?EYs47D9AM6VN>OUiJ)OMTA zl9CSX8W<7%vQ8^Iuu=1)WUslS6UxWo!`9Ail<*mKyiPcuWi7sTQYk^CJm!| zvs;V;vqk9*Lc$C}bhokJ<=HEhRh)XFcD$rQshC^Lqft)T5#7BS_P=hw~r&W^|8lm7Kc`e?{4z7P}{1LO;7&gFpL znT8MciOK)wlD_?HF}zQI?p(mPz5=<*zk{VeYUA@J{K|wPe3&gq=H2RFXnWodoz&i^ zNXaMfy*K1W=XSPt2Y%d>I3g~sAV|X$a{Yzmk@(RYLq6kuKDVY z$E8CastW7JEUfjOAC&lbhwl{6MmzrOw1B5^=~psiJYbZ0RNXcE)I3YYFMg_X?r^%- zcmEO0PDtg#D}k`U@U2QMl{;#Dl{J(FVB&=er zdmg5c7dV>1W!ml!?x7wvZ^Y+Bz(2T$m8Szdmw=o73q|U~!RPwuoG4f?tUPdqTKqMI3XIg z9-2_3qoBCSweX{)n@r5e@%W14UCgXlU1(f9Vbln(1E%O%z=u+R`H=)m;_QeS1}}+x zyc-n22^b+sO$L&3wDtA30n{Q*q_B()4-Ki{)SmzC5}K9yC*)Bn@U zp;a4kA!iv2#me|CYGceIfu4@1UUF@Y@w1~EZM2fLe(HWmX-b8IJv(iq+lzNa+%2!) zWVfAI46mBrLs8mC-6tPKQfOeVN*+<#Nv|>U(Oa zS<1U`pw*Wr9Ui-zu`l7(qa!(Dv(eG7E4^o#?Yj;RHzvOP_%z1za=h4~ zIL5=0@crO%ii5MQLia9V-oQ+dGo?>O8(b?ZH&=7R3xy*Ur%q!-REAd$i*s|EsLxbO zwXn&5c@V&YA>s%e+?|=;j`jmVkm#!1(-7za}G($hSpZ8 zeQVu;OE`fLQsW;Gpt0&dAEuf?yaP*H)RYe+b`Nn`uCj*W-&1O%lr3Ce=wucAu#oE2 zqn#Guxb};Ko-4wz(5d-oQ4~+dl6K>h{DDtiCeT(b99C(pdm8Eyw{q~>OhboOM{Xgl zeesHt{Y3|nAd&iY$WPrQDy|doI#yeTL%?DFZO6Y9Xdsbq77ZsCiHU z6VK^>aqHm##&kcB%28VUkQ{ShxyEq~8)Qsv1EcUbc9d6$2gJ}Eh**!>28L~Umq4%n z{?@mf*iPF=<-;MpAVOxS_fp-b#7ua*gzjCd$8>lz>|6}YBxDu^D)SO36@oEy!IdCn zi=@v_|9CHrY#C4@9#XroOg11%%3^mkn43%hiuho66FD8$9^6SwTQrn6VhOQdy%R4x zGU*g<)hgu7&)QM2BiM&Iyv&BaaGYPTwetGBr}@*tw#(;~Wf|N|oJ!l84IcJ^6#cEB z@}j;*QtK_RBA;v{FWdW010gfHb@9g2*WNBN$8~Pcw`Pg(cck05!-)G){J!sMr}jvX zuUuhEtY4$#+w_dRebzy~f9#ZsSd{P0&1|w=4*92=i}plWpB3W~xHnjldzCKfZqDg7 z0f(8^G=}ku=D#K;w6Jm$Q52pSVy^@Vz{2lNk?z|0R%YS=hhjnjdp+&qhkH3%vHO1w{3`EA`xxJuj7R(C8 z;+Tl=mbf&*T(YrEJo48z`+}Q^WO5;@(`Ycmp(*)O091#>xCqPzrL; z@(Z7|;b)lNp_dQLOA014cwQ_8wez`cJToB5g*94rFk{oEk=DN7nReUnnveRdFEDx_ z&pN{@{?UJ1=uB+}$4XJqRDx5>Lvsy4UPv4Q3=7hVT4Ial%AoIqb4tuj{#rjTKKdz^ z6E@*=>`q&=d3Vo-B0EWZ?9qj~hs6)Gmr>EB?0K@r5oOS$Bk`KaNmJrk+o0$0%&wHx zbzl2$&TmSk(OOD(-d=T0Bc=I7{W^V3@#a^KTk_ndFG^jaDEdQbiS-V-!3Dh(<*6+00y!p*a+`2j>;{IzgWnT0;3;ST07!0Cvf|?ofPfbt zSr?$XSb4od<5^fdNDd@0z1g3!h2o&E%5$&VnBIw!952z_j*z!N z3BnMD4Qhz(`fc9y_0WU0+a-j%=L9Nthg{}!`uRoE^<$_-#G#0=@n#Jl^S+hcRumhb zS4zFP-05=)s$itLEKK>V=^*mwa=c;fzf#()XYyaZM*f{@``qTcnpWPiQoylKl=J%v zud;0~lS@udv%O{-Wfy0(4ez==QYC_??k9Jh7f&|g zxiq-V+v8z=%xv67V!y=^O+^75FkNe+s^%&87p8E`Vq5a2fsT?y#^vKlg5+DDYEA;4~jsZ_JK)B=$_j*>Fy}B|~@r!pD8zby``y0V|e zWy;{Q3+@712x+0lF~jxDaR>5^Tj(8z6RbYxq*}ez{b^Cln-&=_-YMUTOT5Jq-fUDR zE!Oz?#*0YffAl$;cN8vPFSp@+ZLD>w+>hT!GQRrh3U^wKO66vU%FJsN#X6^Zi?zOg z-|XzRzWI;qXu_whZU-b7{Mlut*9t={Z#R1JpA>B99T~X-q`5KNN)FBZ#75| zk>`bbYeMX3{s9b7U2xhjpf`}@;Fp&_o8&mohK}{u6FMIMs*EYgU>VLvj^I{X4EfdbcD#Qv-;!C zGjdsM{DOVA>P!Lq9j(;gUD6z}G(u5Hbuk`%`zhKfm`aU^TyOO4E*+DgJLijjr}#G( zNV#&))w3s+{AjZ2VTya-GW%F=YWb@sKGfs+X&&b&!6T0aK+=RflU0avq6g1 z(oZ;yg{{&_9}legp{xNdz7N&~(Tf+IljbZk8|@gke3-JS&NGg~gJXQ}cDgWetuWe` zy%`&vJf=6uPTZUR~sb;@sQJUQd}5jcbeedl^|>kVFW=gpZp$ zUAcb?W@$W~R7kxX+Nqb`ar*S>$cMk*!nZ`aAOSTMRrm}hZviI<#gey4pX+!qvUpUD zjACmWgqbmp6Yl}k%I-5~MMR(qA=n^^qIbJCyE&HF!&NbS6B@@;SV73_KBpB^l&PO~ zq8@gbePS#5XRWT_;M9~o!BlCu^IN`^PDJ zD#58RYH>Cvgl1hs(&o+Q;G zm_|vR1&%U#(hCLCG4V5lJ7o$9>wJhXV1PtK5WfyTAD@(z;rEvy`tBeT1L7rnm`3vY z?E3BX(yh;&KCO(5k4OVYlJzXZK@YVAX*!syT@Ig{E7-q@Hoy;K0J0E=9;JTH>99Bm zFq;I{z!pqoDiEQ<(1A2(LR(9JdIyvabMU>iEOASu^*}(;*%aSxfuZ+eYamK4I{_v!I4Fjsf}U1n;!pw1g*OM5{+ zSjNumsTXUU=-RGm?YQnK)#G!6akYCRLlO_XN{v}N?{6Y&pCZaWe9lGaJ9jX%^}`!M zsW&JdW^hYXYrlj29gsOWpMm5^$W95JI&FASc*EtL@;kS)-`(ylOX=nG+0Ib&zVX^h z|I(-T&uAH1gbQbuD>)x^*;S~WROxY$A@N6el)fp#@Wiz^krhD#q;LyZ6QOUKWK1h^ z0)f!a;FyBntUk{mi$pkLF)o1L6sQ?#p~NSK(l&}O*js=ifBh2aliTS@>;&MhNU|7M z!XCiXvAjSC1%EENw-vJaXkxpVVMG*5BqIM8P5()?m zItDPpxh>xlf?Xd#dIZTXY2|=-nGOO+YN-oL#~^Ql1_oMvMwC;mBTdMVi5%3ls3!kT zC|Fz}?L%On)NwZaU^7jUP())%OOP7mi_rCV5o^eIhyr zb9-U^{a%2-p+pf)xZk|4&HYo{4(b5ep~?16qsJERXOu1X>>3e+FI*b&Yg`d=xsq3R zyNNIc3!CiCy&T6RBbl33{EsU*c%y@>Lyg3K$uVJ_aHl_l9bCrAi49I!hCh@Gu0&^S z&_2(={`O7q#vV?rEe$~367d5OOJVb!dapxqLfMyhowmrbPqR@M45zxcoD8QS56k#9 zc6-Mu&1VN_jyoTgL6wF9HaoME>?LCf5ervZB#a)+)cL2uRs}^Gu$<AM@AZfiX=iL7Fo2o*nG7dhWM4`!L_p(sYw`WJ8`N`@^7xx4U)s>P8PEFQqp2# zVqozP0rBcTZYvO~ngI@DBk5lQMk9@>2*N57JO*{`$p54jXBo=y-`J7059SUK>3E$M zO@?7U3g!q+3PlGWF-zf_?uEnq`fWjdI`Zg&`vU@;H>K}RfWZE>a{WpFn+o#xRH+ra zy!PY_mhs;EzS!>94I>f)2zpWS4QMQ3v0972?T1CqW?M(muE9GE`mw4X2BuHz)AI{R zeokW3&O6?j^5K|k*ExqF4tihF%bXlp-daBoH&mUi<6R%g(tAyqHQG*FFHqA)>`40I z2Gc!x8MFIJRjl=?=^ikBC;dH;KOSEAv2h!x^;-wA0o#te&QJ2Yn1bwYlYxj)N6Y)) zUG1)2+&b6p1lvu=3CdnHN;J49YkO3AamqBO$APHb*FoB*n|2@(FGeq#%kZwnm>KeN zr(eX%)dXyJ5v=hfda7{Qn0Id8vgPebH3lTrB0R_4(8(}D3!p5C(LxmF)UD?{YyQ$Bka4=DMgX`NSe?6RA812`!^0~dh zM4hE%)RWa*S@GR;j>2GZyXuY|JE(V2JpT`PD(|VVwweZ9>2PIiT!S0;_U=D0&7vR&> z&r@)Cjdvef>kvy!LVN(OG~$VYa)=;q&)T&X(`-N_!c7j68SnULfl!)t9+wm2KTZ&z7Jw~y-1mFq_pk8>dj9HJ&tTnW#j z#)YeQIXUQc%{@ZZ#;ryVC{J(t`qpngNR@MpCGf?L)Zd3zW5;{m>*QFRAAHzplA95f z643Z(P)qmwO~;L?O$^s|$Gfy&Og9|=eO0H5KB<&Wl4Hl!ooLTG~P)q;kpFBVyrlF*=HB>dvhFgD*F>YGe97w7ayAo@R0kOj(9{4A z$eD+24bggsu#SoSc(j>G5gZZh9QNM+W6gLzdTC)S%m=y7yD8F=9%hQP4}Ur@pA3HJtsrpv+Og-AO%$2A6rCg_j_4B)d1 zsvD>h&?cIUsfb;t-TFczpS}~xZ30nz4aKgb4|Y7n(MF;m5KW6&3FD57t757|?U(@$>Y`KQFj@@d=S(jw&CDXp!zVY3I5ZMo<2Kei~N zD%aa$LG(|z^EC7>F&megl^oI)-=P(}TVAr7!T;cb-6%C9<7@46oxQg-vv{PW7-1)X z^_%p&-rjZNm8U7?=q-{A1}~5cMm=c5@Jpu&;RDbK%Ga@zcZh}vkUR*~_0U6z!2j3Q z!FCnpB2YA_=Nq}gIpAuxB*Cq32#g4r>Rwo7jCaQvN`9>-;6CJ*oPb0rPa|I)VzK=? z^yX$?A?G6T34l}+7Uxdh(QE*c1WWP=j&-O2$u$C%mlj-30mjA5Vc6QGy=H8QKME@p z#7yqZBzzH>^;mBcDYratXg}=E_mx|P&O(=~t;A%l;eFAi4KFtybJluY{|*gAZ*hnc zsb{5H!hQXc<;PlosOv_Wvl?~J@cc-aO*f#-4AW&F4m|x)tbtWC)TDgU^y%dn55IE% z6l9a_y->Zy!Qf@miR~QIKiiTUg?3BbtJr^qcFL2Rm7TY+oUy2{&b@qf*d+fzkXEbD z>46$ok*{wG%(mwg2Niy97v_zk;!C&?aPOi+Yk>3C$qC2c3sk7`0>r6=hCvP@Q}N5WTeUvFmMrTEvW!GYx;Rm1VoFHt{($@#fZ`Yx z4#$Z;n`dKkl+kchJy{I8P6{71P{KxhL-{8w9@VOe?%}u-h&CMJVa5v;j?^Bc?KC&= zjbF~R3jlaRv@F^=q#zvQ9t||E_&3b$NK&SO(jCmZ>2n-zW)ON7WpDfD50?U=#NhTv zuM8@+B->rKyPXW|+^oqfKCtC&(e_-1lg}vk^qyyoS!RA@b4+pd zY($LVjZa)HAAOhAo9qXV`t1H%?f;Ic;}B)m))@=6n9IAG{*5(0I3WMGK>WKur|aJU zdA_O#iK{MJe`qv!`P#KEU#$tz8LqfK^keG{8eaO0?Hl+EU!LV+IuA0%}b4kA8 ziK|Y>NnMc{uWXSs?!V@Ef(9+aUTS`9Zmeb$G!CbGT*-uBWerOq$zK6Yz4z^viyj#m zLuoE3CPsJswV%B>?WSrX;qFM5jlj(w`|#ZLn-!pX>^bg#4~3S}t~``gn2l`pI2-XW zk17zK04A4j?#HV-Y`>Br9Yf_4c=x0nPZt#rQ|6xhGIF3L->F>t;;gHJDT z(MyBr(mJ|_rEgokV$bedR2*R{9PsG8*437=AxJ$h)-m>0f?;Y>`J2b*U;bR~X{t4L zM2<+@Q(wNA)~9I4#bpG&JppHM(#1~-ERJC>vwWnT(!QH0Opwb8sgc^YOPCpW!0p&! zP(Yll4SYN>ToHEw#sgeD(@0B#Xs8`AAS7Q6xgm&h&=hh`@MbuiW4ITF6;gSGS1{kW zFzNqZEs^8*Nyri+6_7P1V8W~a5hlpnI9oy21-p7QNa$aRmpB!IcA#>)xS4v`+F|4! z#ranmUU}sT%?0`@p1pfSS5&`NBp&E#dzSLdTBBl&#!I)QYwPZP4#_r-FqJ_P(x<4) z+nl$_?D)*Xbc36Ahg_eTG1W}%$TB$d;F&VLn@#%hKeNF)_o?`0JHiA?3#ZmyGvNIm zO!tW)QAUNY{e8NXcpb$IXOP$-aZg^o3paF`DWlldzZ6tZJeB$8&Ic2kv{@a1IptW-8_13@F!xlt*~6kLDwFwYJ&Cr4l7nnHn8Us+a)F=zi~U+RMUDX_ z+@w+(8f93myZ7s5^;|;e2Q=edFrSez9^2=q8yRmx<)DEf^A`GGt(>E{VJAa+!liF- zM4(+k8lQ4e)8G5lOUd4b&_n7@k+^fxY7ewU14BBp({_70mVq2RERld`2c3j|D6UMr z=y|JH8|xuX*j(6rpvIHvccC$e*mSTqWbB|2lec&j|HE~qvr8}ComUSPj_=yc;xg>w z@!-U9fT;$ean(2eapV{#P7Xo~XixSJT)hY{&c4zASZ?S2^;SitoRQ}2x+V5HAz=r% z9og|pIIDQ4{+PAdAEzpAMCM}a>; zH5RbL!=BSV{S>D@Kn=ocf>VXdok}YkF|4;JY#T^~g?# zbSjYx3I@1|k+a8;WcC+6rBuMTKtiH(Ux_mYPxR(&CQ@9yT^(r$lQ9Lbc>Ob+k~xX} z1z=X%RKgqlH`5|(YRJQ$H#GR;Z$hta6TC>F`)cdfRylpin}P~3L>N6s$~63_IbfU! zOAakRq&@AU37-MrFZ9=~1^|L0#t$AO!@*9@hsCaB$0Z{pCh)WG2EIKye#{X9X(luT zL%)W$hvNE?xMBXkIc zcI-_8voMPAp)VSS02;+VJNWojZ~v@5e#~EV|MDy^jdj)I;)8|8Ba!d^La^}*s{j&0zVeeP%tf*(_dUPzBTJiH>Q|ORxC_KPd*7I*mm6ml!;o)h10bARK zyQc5540Ga4?Uw|1+EpF#m(YLMm)N;`F50iIE?>l#K#IYj2hW8L0BIZqihBH55^2GU_w>`139<#<#a-+x-xZl|GAiT1 z47siR0&^M~<^{~{MLF2maO1clq|4p4^Y}Mu7g7uWco9)+t;Nf)V1*_h4k%j^zkt{} zM3qpt?6F^(@3(?lT%t%0syDoeTZuvox#@tvZetcj$nb5(P!%h}+#}{5kR_&F<-On* zo`c0lztnc*d5}7{Urb5J(7(2D2@HJBxUfek#&}$hkdc!0_r}7|Mj*hmDOtv%a>ez@ zwK12^TsXc*$h%B4VB(;SZCP{V4xagiKd(=Ebs@Y(ol|^B_jf{~;&Z4bav*i{>PoKo zsnja9<5#b9Y$OLAOHIj+XgOVtRCmgwZHk)B4;sUM87Il+|FeEFu|AVGHaqT2pDtB<8Jus{2zSZe*^y}a5J#$ff>45iHqYUieFPv`Q5?VkQS`oaC& zAZ@62R|}&hOSgjjX`Az5$L-vBt;YVDnSCb42k5t{+p=-U;k>$sdxgcumO2;bBFX0~ zvUzz{iItfd5B4qqh$@0Hb|RxQb932v1Mc3Ps1PeJCs_MFDg%zr|eYmp_yVp+H ziMcrg6c6h2SSwGS$nS0h+6d->6G$bg$RIjTpn+uMhx;`hPzD(=Ftm~29&*7UkU`rB z8;z+LDUHU+PU>WMsJPbQyX)8=Ft81|Z8(33^8=dWoM%)hzIjE*;d zG80+)#>jO*;?VCa{A>INM}t&pVtfj3x#aw!)*d=`JnucL5uL23W51gO4I}#*{b6D2 zHir~L_ z+MrVuB0?&uzEJo=KOm8i_+Ws0U;p{`9?zb;^4q!G1smR(<_H@|3Yd%+50+*K!+KzV zNmmJVJ%!__c_%0>0Rv}^OPg-~PbQ4|4cvBGG7}r3-j%sIGc$P zA1Kz@@-DnlIwPTy{QOkp2Aj@!+VQ;&m18U@xAMg($rGjJ%0(K60awT&om3}Yj0a{B z$m2km(xG@d3|1IU!*2Yh|uY~YWYF$xE$w? zI&j_3)Kj3GJl4bJ6KSAoYs#svv1V@QER#ZeNAR~f-Hz`~J%u-@Ag^^%+s0f-UG4h^ z``MX}Xy*fWym!xp>faRIV(71YnL*4O_dnMSM6TOPnVk(jtD$0RR4rb|e823eyTmpV zA!lu=?$(~q1ym-xuj4DltCut18Ks$Z2I>>2!=6A@VjceI3TkmPaB?81L+{}k%Z6xI3G(EcIY> zJT9*mYeT^U;yDvc4T2>_q@{&Gp5oQ|J#>2)5ow@nT?cM*fcRO^eZu@gCZToY%!PlQ z+{}a5X6e!D=H1#`iT+poJ{z3-1k;CWEB*>yPB4#J;3XUvO3Oc_F{8E-FlH(;Bo6nj zD*!Lz{0C;{2pI<%qJdkJb|8f2A#|dsxXmY5{@e7v%binAC5rZC<|ie(4`!VoFWdP( z?dk%Z!ph0c7q2-W>&MXtR6uAj`myZCE3tWfPgOIn#E+keayiKVCnnP9AAOY9);$j% zZ>JbvbY{P9Z)N-AV*jGmX{z8OE|HfvNBi7RlF&l!f z?vcIr0vf+Vkf80AdSGhjuCQ-kSAblUbdQTjY<7r^omtV1h^Z{Y{5+i+ z3U#FTs2J25LU?5ULVHK>c5t_ZoxQTMuonj2uMZy=FTbSOv?*2sgMsnso_~>7jUmK$Or;e$7Csy_D6IOYLoF@Ets+WRcx1*R zf?6Q#i=A%s;c``)-Q|uB^NC5EQ?^-yPhI?hKK0K8|AO<$+3@`wCMSFWV>W-0FqQ$A1oK7{Y6Tbf6Ost zpW|dxq({PL%|Lnk5o7-US++AUB*=46An7KFlng=7;=9!>CG;W}|V6>n%jl8Nu%yyC^f&wmR^ShlT}AZc(zAw#qYB*v493VYyuiJDyy zWTM#4F?BlA;NjC7PU}5YFTcub7gm}$K*{&|N8*7=TKUM5dkN+?TF(=`O+_yjUnvPZ z-0jAeWju>PmlQ5wRhSW%Jn^7xFsVZ7#5zsic)=Eq^B2B&v==Tf>xZ6ex$2`zf8_S_ zKi{u4(=f%iu*nOlSven4Nu_g?CA|)llLBkCJwgH=KgFVxW<E;u$Um;S3tzUHbd(WHa$m;cpfOa*$2z#a%x7((7!r%Ok2GtE@| zM_CZp&=K?^jf|*3p?)1J%Y@SfW!hL1NC5MOEnF=)JxL)b2}6vs%q_R5x=g=yYXqa2 z4irZY#3lgb3g8Hl2_1n~$&I-Y%zGz}WE8CJ#H-hJ`G9~x0Nk#ud9lU1A#yke+UD^I^RbW7x`B}yKpMN@(k$V4S@57e^(Rp=8hem z_zzO|AjLb4=?q3^;*KR1XNas*2A4|9d=fF(J}c83$+3f_=z!M@6^fF{$&0a@gc-i@ zqxSQi-EvVv$rHJ<@#3Soozo=i6wW6Mf&7BC;#kAfVbvjx8aQYdvGSp0hMBYlqOyY< zKU8U{pM8<=h=_$kaqRAwE0-ShC2`!j`o*H|;8^(yhTz8RT)VoPCt9te4u9eu_1aXj z`gfCu_p0Y%^lBg^L3U8)m^9x{&-O!$+?4cAKRXSY1bzf(gyiPjl)Y(XG&T|%)$#E| zNMo!;=7}cNCB8lGlJD7eZyKL!WL^=poTduf{n@k7JSwE|iLI{h&(57Lzdm{mR7kGs zer?RQ?wHxV9z(4(KC%&4ud`!+k_&7=w~-i!J$t^u;{C=gdx=PPy~?e9-2Rd66iow1 zAmjkcop?tNUU7A#h>w+7L;XD?8h=gJL*IIv_rFlF^UD6g(Ex5o8Mu;N`pX4j3Py6VWrM+oPGG{|Zk@ zl8j?L-d@rwf7-Z!L|;UXPlM>*&c)S%fwB@2x;RW;FNNyCMdvkp7FrWcU@Z=4(IY+} ztkBrDNHcFO1XyC?GP^l0O2lInEVfvweov!_n=F6ty|>gPm`FfCAo*`JXalr|K$Hs? z`nyUuAzbD6u{t1j*ad;!I1mwyH4HASWmed~jiyYyb+$_7KpiKQuewu^hJZa?2Ulc1 zT~A(Io^6q^p=CyN6U%}J29yZY^dLD0l>==aDOE9lRCR7A4dor*$-B2ts>;ARb&YLD zW|Y;&J6uIGdq4fK@0oXIUA?xSGA`S(YkMpMGXHedg+@}2^07F-iVT%|)YamIVieV^ zo^*X-(Oa!Wf(O~PwWi)UsLQx1cKYAmmp^J*eQ&sEntEAR>>?;8M3P}7CPMB399q?N z3~pr4WIfIPwX@q9&jJ-SHN2Mob#;fp54N3ipHZs(cMZ=5>B1nd1|V>hWVk^TfzMF~ zd+$@k_7X7{mla4qG7RBMA}K4Nikjx7C??((a$=M|1DQDXTBh&j_{cRHpd?b)qNGN&J+&#SBOGeQdc+JG}D+uqsGO zKJNI%#+<G+dk?9;BO~|=HNAPQpF@Ch2T^}?9&L25oOK9ICRWm zOhM|R?G3i8SFS+q7Y;=Yf?qwyOhHguTU&?Z+(Pd+8oW;IgfsK|-QTSF?)NTBw7dOF z(um@Ync35JOQ`4KKX$#NrYd&+Hf+X;iEhik{}!=t?u~YidZ4EeD76xEt~>N+omx_i zSApZzJ-e-PZsr91%;mdVDN;4GR+`qo=$YCY)Tzi@w8X|R$)4K5-SBR}l^fAxBvT!# z21@p^1#0Fa?TllcwN0<`&j%Nj6@TYe*dH=J>3sM>-;RJHgXy2cWs5$4x)clYmwz^R zvYe508T#z&kyZHS*~7PHW&aQ*^S0*0vy+7b=4D-PMf+++%@2R-v;IUY@iFGBu|5R_ zbyVuDk!qjpOf6rk`niw&qaH`PJP*+D%a6OIjnBFdJpXz1{^nOr^f`vX@aRH=)$n%z z)X{=aX`~~st1Op$HR+BtW<>iKnBoLqM2aC{7^Tgpsm32>;F2dW|Y{X4q!tKCURt`>R%)7 z9XTecf2h|K5YMrK8-rZY2y=T?dwprkA(FI@YX_#yeTP?%GzA0UCf)G3yAwf8LBK5b zXTxViOyQs=lpayF{YQF%(T6VL=yD|6DOs~fly1R<~Lc^oboOkX6afWTqkx72O)QrUpF1F#^-GgD`!Nt#Byv&K#rOUJH z@?twWG@@ZGdX+Nml7evHuQbUC{qemm?KkZXMkYS)^Z4h)uHm6Wea(1zjhoq>=4Fon z*G3JIk*@WTqS}6$lbjDBQkpi3)TW(gQ`z~lq27x zQ~#q*IA>JB`68${3%0FTs95oPaikrEUX|1tGz(tuTEgsYN}y46e_-yUo)e?pDs-&Y z$^Yk%A01G+huR74$8?NmnFyGmzdkx!ZXnE5dT}rf+9Esq#qR{vOH&xg8r_N&+aW9KV>mD=(OLpDRzxkD^ODKCFhg^f91PshnP# zn>-u*a8EQxa)kJl)pF2ufosU~bbP_7omb^IQhmCi8PcY;ey+k756R^p?|4Gw0)il7 z%C&pN;cp~53ZY64T#cwxOM?G*2<=rM)!(D8>B!keySCUfXplq+LokL$w~-bG3=Q!Y zbTI?qykQ4-1GyMyO}SQ2PP#^l-{(4EDTE4?)LyuE{m=UkC-nqoF2|&#=pwHjiYh>g z+u7NVU~7Wwy=BiI#5R?;f%)hm5y44}Yh#y5`L7?gNXaWU`y{VXcm zNOBegt@}hCVIeKP`u9T2o4-FIwfJL2PlVu!KmkdQ`^!fMgN8#jOs+&ZEbxBs=$Lg( zl$+dEnyoY#t~bjRDrHq8>hHDPjONnLV3le9h@PfhJo7IOSKlZTl|0Ch|Km=~>F+G3 zUrSlp?AFp7^m_i~o~qW->+>FUPkd-UeXohCar#7euH(3&_s<(#HRG15F%PnC)x;0; z1@aude(q91!H;XUIfCp5;$vgg!Kd_owrQddu4l>p<2;*lv@hgsjl+pGuYqocyf#~!Qh$Et(~zgh~+u7rf6l?nXXhNq(woK_Kv z17Mth=xqF(+pvJOV7OM%3smJ|H$GnTY^XSd>@QLfE)o$Bt(+OcTS*;L$*#LJ0U35q zXi+C|pK#HT&J?V_L`y&d(2!-+qTI45{MYWy9#LVLj1AbKEHQTNt}jx94fAExHmJQTVcH=1EGgeNMu3ss zb^O??10Qa27isV|aqSX<4&b6eLx#p%KyHigbqo#_O*#^dC z^!`O^tY4D8uH(kYSh7tuTF+lYTtBvZzI^_{``Ou+0bNt(#_FAirCBd&--yfiUB47o zMz|0>r_AkthW!L@zIj*GlInE!kX*&pnrS!oaW)AHrMBf=*KFTj-?Di7u18H~_`AvC zh0~6Xt@!af%F|RcPNU$Euw1}Ha~BmgH8fl>K0?r9TV4aJ1Z^O0#_WG<_^`oeMqybT z_dezL$YdLXh$@NFgjZ5CoGWpdWt2DI9`qPc{{}G|dziQb@f-XFpWc*o$2AxsverLF0EHR!6Ob$k1{IGR&;PG+Q&T>naFF6$h7{N*Q z*u*7uT6XY<=|I2T5jIuW_Y4tiL_ldKJsbNpBq)e!%Yg$2Nc#v5uu4mvjz$Kr-Dv$9 z#DF(s% zVccWDYKGUOXVM)uFPvA91-xi(4g^Wl11VwFu(q-D;X%T)167 zo%g=6>ENLsnkaR=y`r{Y^P$e7ngy+J85rA%G#8sA`w2rb_+T1J{k6Bwxm)h)te2p) zB~QENKthX7x=!_`kml@99})(>Q!{D|P0R@uUGS@(kx@QKff}2(MK{wQSu5R-!I_a@4v-Uk@;h$<64#5Pb#j&BRtk&K;l_vUdr5@88Y<|TTR zDAsR)Bw+H~v1n=Mnp5Cu2?9%S1`0Mh-V4Yb)p;la+%C~i@jHdgkl8w3dK7JhN6`54_-Oxb&Rd(G6KAoDE zo=0zQcdp=$p%L9CGsarO&!Q!EM|SO63|6b`-9BP^n;w|T7$g)4$5h;)LQ?#?l%I@G zFVAudR6iT{j_^3S-mON{MSUBUW%ZR8ILs%}@QDxpW$Wb6)pLwTjsY&h2YyoJHV-ea zH6`9(YaBkcxj~M1@Tn*)bnRmn5f!Bc14qDp;AYK8c@Q}v>T_~u zT_Mn-63pn=#&fMygVhGe;zltoZ7||7xm8LN|vrB)t3vVybRqj3+ZE%Z~xkETY#hjud7Zr-Hg3jHLKFtx?)<>b~B~wOLNtoPj1z#)6x-7 z8QBtt7cZ`dyMY9DU`8dmblS1P2CsN9XE0GV>fX(~ZT#?P`$ta~mkd0@V9Z@Wet<R# zQf=Gmm%*2+ud7{Ikx4Y%vTe_B>}q;-snW^TOyk;@0%aG%_D|bBduiKs@8++7AsSZ` z+AMp0P>n@D^yZ`AjC=MRs0qxptvT?4ugc_c((EDigN4fZ(dF{yK0_h1@=1To88|t0 z&=CbtpCDUjEBO#R%*z{HM;Ipbyn$Ru?DBU79R#(TWWxd;6%uGmY;q~7(jtzs6g}@u zvtNC|jEYkeh6Qz%+q~BN7~LTkC9gTz^V$+5yMeuh@3gC_V)gVz!{? zkV%IpXHvb?UUG)pf2dAQea_C!#)L}h{LiC14;|gVhnvyz+|676*hD@g(&x`UU+YM< z;wf>oy|TyGj^!n75G+>E9E6qyt&g0WQlL8Zd9l^@@3;3S1sJ>sWe-1|O;0h5YAW#gwoBGAxeMddq3+N*mg2V}WUWBBLxf?lCk5d%-^P*D^Q8{R3#p;US(aqy zV}KWx2?GJC#~}7sF)`Y#iolj+;&%r+L|olO3xk;nTcDrWn^An^M0JLD7#(B(1rdY8 zBvcbXaaeZnDIR-vE~fr@;Y*sZlhcw(Z#qgWRnr=0c|~rU?HynX`atQ&lB#zY%n8EM zoBH~gkt{E2@~DHXRmk&BhjjKmT~YEkyLRnb196=`^tGwal7N25#vay;z<(cipBm z(NpyEXh)^9U?Jzd^s`GVEB~q_wqQ&G->RKe!-W5Zk!hnJH(oidR0a0#M9a^w_N&81 zbIH{ey)6g&_Xdp`@lrRF@D;#tm^DdZ9VyG%s{J)|Kl5dZR>b1lODR@R?yBb<)I;Pz_R71>Pz8k&C|FG07 zeDk$!hewOMOn2w-=eu&>a!}=Iy|*uUSGJunUPt)l>+DX&Jd++}F?+v@!F_rn?O$NW z+xFj6rUvX>-ckKIMnI3)6?EUDe|XZr92#+6KE9%|G7X%dhWUv8<`!(0yO*1(KJ!yt zSo^KoS*z9`&h}@|tq4xV%0JI~qHQE*|MBXzwymqT4z_yn`BgBhY=g~|JaFhZ%Svy+ zOvJ#jmoZiEHmdYq*xz;T$| z9e6d-%PmY)U%M&Bv1}9XFM*7(og)h71wjqqRwX6ShK^&wet?JV!FL2`H%|Yd7nI`_ z`QW0U!oBZAfV0R|RbDsKu~;VGDJvi1k}owE*Umxp1smaT;G_ZNp(R^wZpK+4ZpWW9 zL47~|SCQ_y>%I?+PtMyJrmWt849Ba_cHk`v z3emNobNY1p3*A&a+{sO@s!T5GGpV2#GK?RBuMb(sFrXqyFc7lkU^+$k3?kAraJN4T z-E$o6M%EaHh+PotUJ1@$M0g%G&w}?17=gm!<#Fon;e7>)b8^c!*IfAcW8% z9P|j|G>qU|ReApK@+7eBFt)vZ0JDIM$Lu#3jCu9!22IN7_+sYtU~KfS{!kjnU}Y)W z{b`BGpK61vxmsMU_M31$b?#c93HEI5nW_f^@M$1cy%>Ba z;6jRCsY}4gd+mndBq5fYH%|L7#vqeds*wJ%X4VkiXrh<~uo0D%!AGT~-KON0l@8UR4PFZJZsC$5Wk2f>G!Q#nkdLcv z7P1V(8gCDBx}ds9m*vtrC=-zXA|Jvd`OaNTM!da=&5tiyORIOpse6BC+wn@(B?&1A zsxY=8aw3y%n03x%Z&~Xl?IVA_QK$4rR?_XYd`|Ji>2B8DP`>VA`n8?nwj5OX2er;g z?R+CJ;$o!9UB+8?jKW=E2VNrRWbOAn`3oBqoEnomPeT0T$Nd`?e>!IoCRzm0AHioI zGU^#DIKvp+UwucqcrW9N#{T>pi&-DH-Z=Z)^wm%MYy0b23i`BFz zLv3RZ-(mF;@vQWtcS46f9d3{)7!qvv_OVqr;Am+2jwi8pfr174lL1fzg=Ew~hw<5{ zV;&QM;xtZlwAR)fi&?8D)-6?>4x1IiD6>#zKyuh|lEW0^52q^#^C5g^V!tJH2t|RB zh{&FRE&%^|iNlKgS?j>>wD%1_U$l>iAI~&=3|)sU*D+IHrDS$wd(61{0iEZ~Zv|gc zi-Fis`ZPFHb#JBj;7(3XXZBJJTg0DfT zWnpaVB~J~vMLDR>*XK57(i(oauNAjX`D}!GQVC0!1~Z^doFc7w!~ni#p&J;e6yGN{ zwfAy(bw}|sI*Q+=r>Vu-Nz^vra+n{U<674@JiJM(C|{NZ>!1bHf&v<~=zHPl z`3kHSc4Y$cU`$rQ%#siGTHL&pWEk(cGDJcNk&+hzaU!UW_DemF^o7w~qGG;y9BGks zmtCw{D%vAILOd{gAY^r_v ziq=(KVEdk$**o#hT_*ORJ@2Ng@r_OIbLTA;;yqpzy9B=N*N9p=u>+||(|@PTCQpo0 zsO$*aFL*a$@mR6p@yO9%CRP(z;ujVdU4W6IsazR?J!s@K;-}UU-pfr-FV!7JYv?&e zIUp3n=;K7V91Pm0@9+Dj!8~tsh{}Vjoc`tb0H2W1k%MvCfo^{~9F-hCbNTWKsj|u3 z*cDva!OwIg0&Z~h6x-ke(BhA-$mC2$IJ=g?%NH+h0;cCU@D_Khb^_#bcI{6u|Kz}f zOJ+HguiUk}h}p2!1bf&nU}@<20Y5R5iUw9pIH1B;RPanq!nF;#Ga#uzh=UQdylLy! zajbUWJByHWMFI*T*d$OnaZSV8y0ADYIdHPfsR_e1j+$2PIn)cdLEVLenTQu*CPt#V z;?XyxQyC6ElGcXfk#Gzkc9QMuSg}JADfiH?s~7U1l>l>kA96Ezehy3=ap=k~Q>FJuNmPm#9_TfC*a1hgY9^3q=H={^38>bQSH(uw( z|AjniL+72626S3sTs6#4r3RLR>@WoWFz(tFp`D}pa9{14qCJ_x)s3Osj~6)~U`RX_ z!1b7KWY5%Nm%d@D&w2GlucJE5yf+l?-*{?Xy|@vJCTKbmxCa?Zzu%VsN7Hw}bG^3z z+e%4R$_~jcn`p@1GowLvNOmPDCE2otNLFb|N+hFXM^;j(%u2ZqB_x{}1b-mXG9g&7c-A1xPlX&l%KC;|;Uh2PDbdH$i5cdO9F((qqEZ%(`S^p?{ zCk#Gtt&pY3WX}&q)^8sk3xXsj3I(vnxMKdB+Oez+%0y?3`yy;nrSrB?n}G|AXPp_m z1@k{S3HU8X#2$i=`CYyC?;2ho)4LX;e$^Yd5oZg4E`YUzKRxhjNdp`}4JO<%WGvrp z%V2tEgX2rs;Cg)ChPt2Et4F2oE$(mb=(n8LpD};Lr6lglYn5qy+I#kt|HpP5>0#iM zHpY6vdhQ>ToGf{DgtU&vi{1@6wlh9uw^*UZ(+v9-DIcldDdR~6v@0r$7Jo0zbbe8y z5z<_~@ano9wX(Og*ns2hD%%LzaM_rY@)%9aN!PsIEi~&kMh-9J(HsuaFn?uR=tVCj zKcFx62iMw%7X;UqvH#&zUV*}V}n zjS){5T#l+|f9D)`tpum!oBdH^=%^_RDZYr&rimr^N&&;dUsLs zww<~Fz2>2pYq6bg^Wzf*th|Lswq!oKP&ZAnBR(>M`uHcx`vw<3vkNDhm7agRB*rmS z$wE)HlTo|S(91+D;M>*8PRn?a!K1JE>33;8_Wl%nP+;ES!<%v@pVG4%b>?=sDR|xr zSqZRR>xcF!2S_Pl{~+Tj2t2_qj6mV$wSS-29%EHI^d}frG@nV9w?3qLKl#rjS>b_P zz~C}IvWL?GMspk1wsOxJ$=WZLR&G_z6cfF2=?=8{QHYt!Tz=sjlxP77lQyU zk0)^WU{pGJ4M_ixF(6v4?PkESv?k2*)XqP-B(A3w;H^)0h!y0HXF5 z+qu%|Ymxi+GnG3sO58i6W?C3&THjE=FXf$%sK;u_@w`X0)4C1|h8IXXhsFVu=TKk> z>fhs6@bLr4^+QvE%U>J83po6K4`rD!dVt5=3G)CVVN7y0)cMMAq z6z?bBb@y&2?-5!Zh`{ozFw(i#%Nij+0 zrLN#kJ*#w{Zp*foAJ{HI;+4t1A3W+mi)VJ6Fs1((@_XWaa8&L-kB4zz?lCd0FzSqa znekk$OJ&Nx6VM;La^+)O5C&Nffv0XRW=$U!hQAsd36gz1{7A;fR(*`d=(Sp6+092N zCPbNldRGu&x!Wo{>@w~KdUWB?q{X+4LUe)o7p*m(G6|r=r^)c(`YcOi7S9Mrujxk`J7R`owlS>ux8weAaidZ{~yb|+M$VN*u%!moNzwp zx$6+tonOYmH%CwwwzS70#{_c-!3Rhro?)gIT1UUq1$+ewNI}%iEuixhWNgL#O%e@} zL!6x#;5AV31_FrZ(A!>hB&QK?=WSe$ZYA(Ow8kEb{ep-n@_3e(&LZjd_w@8FSh8VM zybe*e{~8|ASx8X`?Sohctp{snt$oGz)Clrd?_=4a_ho!M92|Dsuv9DC7UrE|ZinTH z{=XJLEDBJv53r^u0fUE&=XtBAg0BC1&LAZweEw{LCHu2notLyBb-6N^_t1=t7K_Xl zOdrd&ZEzE5JjTdd0mh10^1;Jz1BNUg{OiW?19g-KY+0hs1ZCrPxxlHZYtYf@JLHz# z;CkOqT4adAx{M+-HE>H3_K95P=TFc9&Gj14(a&w3v}zz%h>i@+0`$wuuV(=w>x$DF z>FG5)rMwE$I2G3Vn9jH1ZsW-o!Kc1z?%yd`Xw3(+3^LCML`EjDuro5eB7clY-gBVM;a3VYpANfIS98TUQwYvdorM2>_X;D(tAcm z#sd5t7>{K`t%*hD@4~MZ(zv2(`mvQ6-F5`GEMZ+7GBV->{y`HhV-ae@LXw>zHZ{X3 zWe)8f$#KcE-uT}K`|8Z+;BfwRM4|Mj#15D=6inlo*A?zWMX^bQY1UB&Tit`kD8oV~ zjs27H68CQFFWK>-WuIOf6R#N;LD$62)>GyjqS?K zn|2R-sW3iC3xbgO0$AP&XKn@X_MZ&*i_p1(tw{1(j$}JVlunQ(9Kgdwb5H;Pf;jO| zKi+|v$j#jtq~)a5Q=(uYQndf;DQn3{Ms+4X`<3H#J%1Tge(CZ@J81{#RPY5%Yrhlz zOcNuq-{PE8;D?qL6aiw!L`Q~^xaN6)Uu3H@ccS8+!@47MACp@2E<3k%9*q{?#UkTH zjo$HE2)CL;Scv@PZeF#C5PmW9Y8WzSf_t>5sk7(`fK<6lRty(nacJ zle3;Vvv_{s$n7p{j%+{!J`-S!ecS2A78R~th80Ms&{Xkr zO!&zEs3f!d%c*sD*A|jqCOj7MqYSSS-nLrBsPxe#+h&KMYJ~9joLWbQYuWXB7u~9k z1}*%&g_G?j{DbJDQSu;#<<_u0Pl^QOqv!>b#%zup$?N)#{ijWNjT%uZSkr|z4glo_ zQpcDRj*{!^Asmu!1y?NZX+E%|zMg#PEYzAI5_?VTPA@H^WsJ35+<~0)9L!DKcM=}^ z=$yI(e-Ey{anw8Ig^9q(>yd(q9>lPYM-8`))k9jm^IXLBkTk{(cku(i~`3E4;2`6HB=uKV_h3vD>}H+CcLU(g#ZPTAFH3JX;Ds*nH@nD%JLJ&w&jpvF=JP z=L{sRInN(;FlCMum}Mn#E#}yVi%25~1PkC?puk+ZEd;mF(8NTPhJdIqm61VZ#uLSx zv&LWcJ`AI~EVj9u=|Gx|@$ygNAVcP1QFp1iP}sp*ZN6Z#rv{4YTs#p3P@b1w;1E5B z0B>NPcxoojDKGeOgO?xr-&#?-!k{aPY@dPveFfg6r4l92+Xqa(1cWT|5x zzm;FzBX?=l;T#SvG2B5TX!_#xLOLA@uOV%9hu>!Az%00Ph}yDiXY;Z6@)#|y`J@i> z62Ii$D;L9a`;B$37^nvMzKd;yG4KDpSV`k!>xy_v%#spPGGbP@ab3)f&((GL-e&S_ zDJ3~^f#YE}Dse|i-HslV=FkI%$>iqJ6qiB}HY2o83 z;3~vo0K*qBw9t(W$ZI?_ayU%;&D{?Zd~KIDnD(#NKd|}BOW{2g@)r#Dj(XI$%eWTb zp|docOSjYVMHnC!qu0VC(&7G8YuN>qDa4l~X8_xO$&x(8K3_%y1oAf8@}6Y(gJ#W{ zYdD%{uhk*uBO6mOzUP5Ru()r{9QKOFP7Wtuz}R+!X#HmVQ)qD(a8Q&tCCS%LnqU(4W@B4IzHeb4G`&Qx{g38nHWgN5|BN4^LyUC_{ zG|;$M-*ze;+DtR~xw;)Dndj%`#Q>`d;}Qpi3s+nE#zCU{1$-fmb>PIU_^E6c#Lm!j zD!l$kZg320UIkvE5q}6V1G5_9D4982myD_)O~+5^Od#&b?iRiF1B(tEmnRhpS<{Oo{~I8f`gs@2~e6e zF|fMdvvv{_zV}q3Z#u+KTix__m8tPVdGD|HVlRzs)v2P`B46_?)b@k)WjrNWP!yQ> zA$65$78i$N4kdURsy}QdR3w@A_)XU{GCDWLZ||=P=0X-IdQzEVubZ3224Wc#hOoJQ z2Q)S4a?PvG|M?%%MDz5pXX4Jc`pi2NiJ~Lmha~{5^nJkD}Nu~klPJS zfv)(hjN+Ksi!GYm%>UJ9eA4#+*UEMIAmEGK1E>SAxe*E-3>iS}&@+R9JG~oe*584IED-x6Q26#4LkY9r;7FObZUvtk_JTD5f;phjm?x#o(^epO ztNJ@3zA!mJmPy+k33p(4X@C2GwTFf+%el?$8>hDkNW)82*Jm9Vk(NSOo)-OHgsz`PT!cIWduyAwV_!Vh|MNtqb?SKN= z?U*8wGl2I(!mT4Z4a{2I?g57_<1_@|>9_avjD>!0hh8%5)p>TQIvwNA>w7?(Xix$# zq!HmxCnl3Q%roDn58btB>bY>4pDf-6G(rsAz=B$P&ZYmNy#CXR{@m+P0`uYAq^n4v zcX2kG*K>&wh>I{KS~U`-v9jcYVfhN;W>N>&!-MRA6dLH?{#%0Z{(;9#Hi{qcKlSo6wQL{UR!YBrziU( zuU%sT^f>|s*sVdxaz4STUuWXAtbI^g)~u zohnoiOJkW{2#gE5bW_ABT)~(3V6!1bei4&R-w&pbySNhnT_kX*JKDO#7bc+eDKBQ$7;->f|Tl_0Ry3Zcf%K^*^$)iCs?xt9+B+F{A zb!&PLr6#l37Q9v>!e_Q z2f<&(=jPpsg&4OfR<&-xkEb8R8qH=4wz&nk4y=KP)WRJUfKg%H0$sIg{-$FIR)e|| zuLo_MMy{tS7wVVCDU9xQa^?t;bF{H{Ay_nI+D4GHIyX7qQZu;~YqWO8%(fy{G^^6u zmp}USgeb@S4j19%lkBvIyCv14D|S5RN^OkQo>oeIcEEN+KBSG$ z=!4UpJAjKD=%2?2aUBQ`9*XQ)lCTOiBpy8xo90>lgvEyxwdmil2$LWb;7e%_4fd81n>$*{^wGc8fPXjoB36pr z8c+{@;l>VM(a8my57ZpFQh z%ueUH-oWok2zDtCu5Fp>zHxrC;>8PdoI1j!Lpt)-cV7YeH>7K!busd|n9UWnuq|6B z8zqwIzfk128DVf}bH)mr=UGt@ixG4Kc=hV>fZlA}#*DH^MkEY_yH0~xtp1HpCc5?7 zk&3)Kfz0VYsN!EXAB~Pn$u+0tDhoffccdqd|535R5z284`ov-dLA@;LIgTAG$G&%{ zR%9pFvs2N`tA}3GFKxFT^z(e5QL)h>SGBjY(^xR`#iguVR?ZI0*qEkcpk4HV-Kub?A%4Q>zCIkI0 zeI5W(k__Z}@RA34>FwD3(-y z-R^f_;=_i(o=_2Y+k@_z!Of%i9tph&4hg}5(r8vP!OjENj84rFlm49|bVkkgoPcx7 z(?*w)$n>pm;z4@KAeM`FpPa;1_8khm8%EC+Pro{97PY0Qu5QF(J3GrigP4uzZPlPq z!@9^f*w_pTk7(uZEq(-gghiV>uqP?kPEWe_{rgmqUB7YE+0#$zplw|lFL>;uw%X!> zyppZJ&@ngf#q!K1?-g{){gr`T-{$dNZj5&xZ%k|8l$Y5zybyp2tqyQv2{wGP!UK^C z%7@2MjtDRUbh6`#tMQY-@+eeQHMFL`XJ!Nti-J~%B9FFB+$fDd6S5la z1DiF=1Fe%+8H!pt{ri$L8ht0{9`&rJ>5s5~yQ(d;cmIaF{F@D?Tuk2i|9Bq@7^oAk z7Vs&CJvX=o*A;&){yvZ{vAchIx4wm1Jf~YH8yY;kT!C}nn30VE*vbbvz32b`X+#TwdZ=lG@$Hl1}7mVr#Bs>(AsS7fbG3X31FUSnc?!f*D zat)KjdgPswI1>EUjWB!pa<^ngWGe~KDF@C7!4%Q{F5`Vy7b~DV($%5kA)Tqgwm9|4oS6r})%6E~!dD0gR3x z=ZB`X)!X2fNqlm$h0`RJ{(Vk>0UYIzQ)C? zI#q&cEkF(JVeu;8vPf9xC>eB(NP7lW-dBBbKUAp3XAJK3AayGQJPc-F9mPew64>3& zhg~4}B`l^u=f<)gC*B!7B7x-3Ad&MS)RJxZ{I=oHWn45eg2=^@wDIt!AS;vzet>)W zASM}Alx%JXBZt+h_+E%w2;tb|0pgDSxCft{6xtzi*tC`7Mh!KXwd?rt8p9jrbgmM~ z*Dh|?gw0Bc1C;QpXaoAOyBu{7d9-TNZNnGIO3+`wVgWMb?5Z^rOR>1;!b?ei95*)n zXdk{D`-|4|35X2DWT%gE_D(i1dkbFuaD}Zfpq$Ap2!r!X$%t3OPSFyU*ZdbAxpm#o zOh{6qo(z}vpXRYZNQMPX%Al+!2a|$wb+q4_uE4#8eIqyh5*nSTddF|jMAC{3)Koa{ zsTT6(EjPnA}6EXkiPY+t0 zX#WnjGV}X$h(tj5rc6FYuZLm;91qdt{#Y{t_>wr*Q72qccHFX(dfesV2FnGUj*m*F zxBV6-G}4_Cc@zP6N>(TxC9NwXaJ_nB$dY*+7#St`*HNB=lI5ec;kv9`>DqETt#j0143-j zB@5u?2xQC$K(%#Egxig`#*ViRp3MxhKX>LLy~p+U3%RSuhomv!d8(LLGzZ+*azux; zN^2P5Gn{hjxJ~a|u)nUwp=*Ul!i|=AA8Psf3iHGhlUIO=g+gF-o>lgAPxD1xy$(C4 zBQ2|}88q_wN9lVci`OiwtI`u%MhP&VhaeT=#KPxRg68fCLqwpaiB6lr-LP)%Y<{Z%EERnC;an~3 z1lMn_%oH?9U9HT4GXcDk!Y3b~<8Oakqu(Z;OT>w$UnnHM6>duDQ~gT#{6S0}eR(bg zWm@`p4aJjVX*dAHv5T@t<~%%4^@8TgpM%hMfe7!Y0dtD$; zBo%k~WmPYgUbN+xi16Ks+j{efr&Iyq%UlB~69K84EIZ!(JJ_ahnwusnN;&gL4P>`Z zpbZ~uzuAt%MAn^SGX;9eS%emE@jvTD%MwWw6chx2)d-h7!yaw|U)ABlV5r=#hH@TN z$@r>8W>``7+>HAp5(x^#4F9hdb{WC1h^y*%o66L080W|S#Cl4z;>Zi}VDcrV24LJt zz_m<)jpFpGqmXY!hlBaZ<-zy!pU$rRTYNI*?kof@--bbn0=>5D*H>Z0Jx2B*!j|;= z_C*@~)1050P2Z)l>poCRpSN{U&!q^j%K6K|Vtjdl(Ojkco~=c*E?wKjZ;7k2t3CA{ z-M+j*`}WtDhT3uR-k1J2GVym{ueD8@*1SOGrOR|IOrft`g{SNpAmMh*e&{8YU1c(k zcJkc`-^Y)oUf5ZDbtYUrr#wRlK4K{R@Yd?;f8NsaV1^g+DlF_2`>)3opw+k#q4;R3 z2jf2I*(|T1D$*}TL{Mzz;%WhEh+tX8p&`TF_ z-KWBiCE*4u`*ZG4b>85rOTVhIi&ON+H~nL!rXjSAKj*UdmhX@ceimyup?u+w_g3E~ zgR`>x51HJ$`0jbHfl2tgzM}m+T4%jwN|^Sqc3uB{+eR+b;xp~BL|c&-YV;*Q=!l-F z>F=0ER>rJM&bUvmHRa#?@#I)Ps`{(P<}*VHD4CRhq>=p(vS&^xqj~)1c|_xpHbAx3 z2=(AQ|C3G2F}9FYB~T}58;da|az7ve3lCFDEyaufomI+9J+^bl z-(5O$z0uSMK;C>Pao)f;ml3O#7W&aujkbxykInUA!pCp4LYm66>y#)MdN(rZ`cLZ! z(TT+rEL;~jx4x;DBHrWFyXHW;aQX$;hKQ`^<-$(;MCD(7n>Qr)C=pl_p*?=Q`g)o1 z`is4xj%zyVyh;RlkB?>L+__PEx%vuS2*@AH#=GRRFd!d(X6-0AF}_D1*w!&^xGp+KT<9|?Q6!`Ch){FN`u4WmBISPsLz_u(H%jyL@FI@1vyPAZt;zo)+_si z#(Auq|Ex|g+Wg!hAdr*$-1m{0X>-Du&e0P#QU(u9S~~4MzLPl9SH_)C-k5LEDI>2v zsnM@2TNfr{;pC+>{O6w!i{^VuEP`JCcP=X}d%XPSa#b5;TVQs(-?5u5tueqhWHHp4 zhYM_8M|1i1#_dDvXteV2to|5yr0DH{>J6A95!k@Va{@Uc_$G&=cU65sngBcJFs{vm zNH{^o1K|JcV6W7sr^6gBI1i=Rfr-`ujm4njSHM9d_B^ z@(79mas3kRaguI|=8`lyUg_WH&3RI%QZ;tOw1_S{%$|d)L++m zhp1+1iH{+Hj?Jr2Qu6M<;C(wksM8nb&yXZqdrBu#-`~mdS3-J^W^!pg zrfVX!XIM&>M!h#)w9|KaHg!z(?(NX@@r#A+3`iLwGD2W|h*o)O=JIK;k%#fJS)>w$ zTg6`y^ToWeYoo*AuK%^A7A3zAraB{1Xt#(wBb1 z9X6|dB6slo$(Nk`&SQM122wgB%&NKLzRu=&%lOR|$V6?Aj1N9!w~#u`@!=(1GbefH zp#uYI(1e00RvN1A_N})zJ>-{Sg5Gb}wU7@n=RSPDaG>Ou{aJ;$!0#_^9HK=?Gzm(> z-X0hD;?Y;fr&?awpOm9B;;W2C8;;iF_ND>NXKAU_M)PGNlrG;5_qJzU7ZagZARzlB zB)U|f-qpz|*-<0#4>^sHaw5aGs92uSe(}4tZRVQdt+dJ9^Z6`d;@aUs^9M`xqtt`B zSgca+?)7&*4&@=FW6=N+eSsqjH0)7P$i7C zJ@v9x&G)rA$!h%_U%n++@rC#M7!1aiP+drqyeWR@$HK3MscF+M)#X%1`$~1=SEx_S zPko05P?sPhSc9flX{p)OIB>P?tzKHXzibB&h3AaX>rL@RHI*}I>DxldMhk~G49R-V zky2an#8Bhd>R*1_^$h$k3E9fd4s&|Ho`wo1v@OER=~7JuX)D0CaH=9%Vu5@Ag-UM0 z<`w|gWP6tQ$-U~<)w`maT6QI-=Z)Tsut@G4&Xz2A&T}*9gs>33TH8~ZHz&l1o=EZY zd7>-?GASTh^riJO5`%Io)~vEU%Z4NaT^qQC!gzdx_)IGJlP*1|__jE7I_Abr!40cC z37?px1~!OZzP==}vgM}W_NP~D_nIjPdC|NL9;OkHRd*RQxjE`6lyuVhSC7b1j?h2@Pn?@IJn^;eiau3SaRtA z5j-vavr)_faR-iT>^U=OpraE}JNyEab?&sYGttt(p2m)Fgeyn&j!znY4V2P4lO0pL zkl^v{&U0>wx6QvzcewFmT~xpLKW^cCK-jPa_`nE7)GwbhRyxAd)3;fz9)7)46%aT_ zw_JNM>(AbqpyWw$-?D*C$6__5r^d&IB_j@1CZEac-%_4bEp5k1VP3r!o?mLl`B1Mf z{x6p^%im`9ZBd+4_V4GmG@q*ub>=9Z+;sZUf%&52e`6TUj zNLTE8>_|U0Hm1oSgRF3**AQ@si1emjE)vimOm@~x_soF;Gi-(NnAlB@+3#dQ4em={ zn6a@W1mx7Ok0~{5v&^JlLa|~zHU9B`0RwstxtE-Uoa=Crp??^Lq6KqsGiLTBq?!Zm z$~$x~_n%qJ+gO!tm9xJzODiflz8ro~mtGunU3{LS%>BWYBLS}`IXR+|sYSWwIQ|`q z2RL1V(oJ#+k#&%*jmq}F_13ACi>foTe(BTh>V+F0UR(L>Y!EoS_vio@@E<)W6`G79 z?LWSw(|ma5Utvsv)!*?Z6O#%_wL+PP;a#<}J~t}N5~U8(=9E+ST{|Ow&#BQf{?p6* z92@Uf)>i7K$N29WFpzYRJmR0h<~vE76PJBe!AH=n{(JubMC7HOpHd-Ueb)WMitT3H zNrSyPwi#>9HUE0e`{#>VYOYkMKn<-4$S2`{P) zglkkPtYT~oh@;d;zA?J=c6lp4NLgSGl~IZw*A)^J3~xg|@ba*Jmp4kXDe|=qZ!WC$X%Wf|wmH z;IL`p6OA%cyMM&SwO)K7JCnTI!6Dagk(QpGNM81Fc2NqPG3h?D(8D#aoc)J^U;XP} zTHl5at!u$8c4wmaoYvWB2GQ+xyYsX{wf(^Zp)G&2^D7p1cAu#}$hypUVsan%Z|le* zsPEP@FgV~_WoJHB^jOYn^KT>lyM3HerFZ0Ie4UtH>Xk-jHr@OsME{90=l)7og`U2a z79GGhvZmtQyLbKVAwU*E@Pwgp!~1YRIO&$f7(3hBw{JJRRUp*}us!r>GZIBJWQDJi zO4{IyyZPVz_kh`to)=|ZM?M0xT!thAFkV zjc`^*Mnw%FdroXVJ7jL}lXms$srM@@_A32Z8y7|Oy3dZR z+NE9CsOvK8ecPZw@sWbpsX7sHj@ey ztLpRPYvK_1gZ!q%jx5|ADIb47N6tq%2NS~VtgLz+-d?_k?J+yw1I9`M(Bk?jj|pcB zqK{ME(aF%PA_&d1^bZYHZC7j&E%){j3qz+wiwxmxs!KT{h%EiqUBpVnZzon@2Ev6d z+Wp)T=}s6$VZTUUCP8>(V^;%CH8(dq{Ev;vMqU>_Jw8OQdH(((Eu2Ubyl-FI({FPQ z4SV`ByNbfZZQM_MbFb~WF5%vHFTKaZ@jLZyFUr&Pir*eYjf{-!KGlELU4GKw*Vx|3 zxR!%O@n45dw9QK1?aH^WdfhQz|6m2R&3Cjl0MPqCD)N59+(so6ZgGcEKE8K-1J6!a{NoELHK@c4|-vto(c zuHw48{IKNP6d$LAia|(4uepr4-~^e+bhVPA4?z{RdEmF9;R?7ZSZY+BFD`8Ti2c85fv3F#At zoa#VIPYkX!y(~B7#d@qEEL?}a#h~QE_vjgPcDINM62l#FMxic8^L$3DEoCRw-z%u1 zl1U5;D4#?xipW_A&R)NHLyLS~aEWQlUicE-1%?!!5xayl&f=Fh zD4K0#@unC`d=eRJTtC>BJtraPeAvm3Zb0Aokaor^B(K6w95^>QkhwSL@7FQQN3Y%+ zwJZD-&@*Dlp@{nP=SRu>>uf5{_az0{W5N|zF4J;Thz`?;WSLZ4P_x%9BjMrD*OTyY zG`)%G>5+iqL9&b%q}hu7-fC|8*7D6vljOScag8l>f7JM~7Wd;wZoSDja;c=%8=t+4OI2au04BQC8g^|%F7!hN5Jy&GR(F1L^xX{_vrF>!Kd6NcrLZsm4WL9Dw0Lx~O z<-TIZM)CBpApih4goTiPh~O3|*wmnX9 z(Pr*@LjS>;__>p=U$?${{|0?-Cz_lV?rUf(D~QVm?7nd9EzEWTthcX#l_bF}KwIm% zyeduY$J?1UqxCeQvJD(%#};j>5PXW4E+K+EkX>m32s4UGI0BXs*PE+u9BXVk$w0yb3^5}50MIwnIKiK{5x?E8{-qv z^OqicpDc7@cEP?=W0+vYHcSHx8n>W~pc%sz1C8^Yaku&Q`K{}OR zPm=ftRU;%#;#RKtFKcy;LH3!TRVASJ;IT0`0Mzrh%jRe*OJ8oI6C5Q9qcjYeTbul$$o-=gp z1xt3s>!qfSPHh!0lIUw28p1y=`3MgDtEHWF?O|{_btP8p@YzA7Oujf%{n#%?)}dS64@S`%8Iwg1EX5N~Jj>1`j{3 zcvcAYm*HV`h>OIXPf}g_^1ZhEYW=J3=l&>0aM;ijnt^1SySs~dRZi1E1aUuJ;_dC< z_pSIv_Cn?M$9)az=U3<%H*oJq2xaBVmn7OVj8b5;&#osXe9=SC*%A&O%Z)s^s5+^@jSZ0Lt9Ay_p9vJ~OcQ~S|1|R<1&t>(cs_dLy zy+JTDh3Kr8)7?Ef6Q6P-)p+(&mj_==e%AiuV(J#pm@VdqGz)!cQ>G8QeCq3)?lRtw zoF@|uvY;EPI>xqaMZk6U!6$0sEc*Jv4RQdW0acT5ODyPxB^!}#o<4v_@}V7gtP8znolM)DWa@fn`ZzR0%&A>`1K3F$f@A^>l0L(Ws7^;g@J-_aS})onFg-N;wq=w6oQm*D4yzjdgMR9#{5!Ka{%F! ztw^PL1^$T9T~Q*bHjOpI!8K)Zysx@N@~6D^%*mt@DUNvM0@@#ws;h@mlMBZh-<(}7 zzp%mgp_=K{#>)aE3xNdlV=^oRH$<$TdD_tm`CHcUny`~BDi%hliBJarPadd?cLG#{ zW`WtLxFRk)l0pO$z6)ZKO?>-~HntKZM6OV(fMv&_Q3UZ&0~8oVdrpFHp*@ksJ{M9z zEsre3y%1p4<`;1#(RTO%P{wW-sY@$|@2Z=vw;FF&ZBMYVDsr~cvTvO}X2LevBp|{A zufIKfQ)HtD#GhZje<$A!6d9W^PJsCuQ5kcx7Vx^@cd6TeQA*x^AcDeO|Hy1?&~fkk z7aig{1-F(Dw3IIw{1m4N>vvdf7whKa*BLdoYdbzbz4=U*o;oTp$>$;hB-~98 zie3kbkwq(b^PN#uR+fgZ6>b`j)RamahN=Pil@xdWSjtViN)g+V4H8 zYTmG`GDJuhmr(>BsJ)k0J6vQ)2RRk_o`V$jHe#hkDm-~`C%(DF8fX>0jpZvod2xf* z)78y>x9tnWqZ4fy%!hr+=LS9V*ryA4&cx^r?e8BbS=Tc$?S#|}`jFX{`$igXTm;&G z#z_V6=_oTXCEM_uTWXu`Tvz^jcl=&9ngF-(cl{R_g(QtW?v0uJ+7gu&cDBrko3>oi z`t1tw%Wxr%N(g$$R7g2jiN7`3h_u8XRVF@?HX=GLWGx~{zy;Ypq{jiJyS1{4%-6nTmV`8>w%gu41YHO?5PkDJJ0&Vs4J5jb9p9 zYgRMUzAQ}1wyCjoBBWJy?Mfo2=g8T3-fj;4%8nI!xZX>D^LH*@vQalt;+%iFR}#gJ zWDlXX=@=T)*3{Qu#c3rmgbdMG>JWy>8(Iyr5cpB$3 zR9ujvK$xGo=f>?gq(V)%%C?gbRH{YnrLVp$$O0(glBl$zB1!5(B*+u!5>;1kL)7Mk zOj%N_-kdJHiz@_G3K|j){I$n__fO%x{~n9hR<7{^PxWP)XeA2$O{blm*Lo9OSTwVbqO+HyPnZ*c1>QC)rS3?7G_Q!)V^7qUyeO+CoOJ9emZ3t0~=vr&h zx!tqq(}!Xkkd?5qayl;T4DvHWRrJ`cOBkr30oD&@zdeC0hO1(`{Y(ghoas>x9az{s*z6bYlgLgUrcX z|Aqg*e`e7zVYZ>_4o{yy`%G@t*OIVp_odz5fzt1VYETFG~09e_IfqN>|iY=xcOg5u&WUmP`roPpSNZOo?csX%;#K)|nn};M6{y<EM`b0TP24q5(@0NoM&FWNJ0wh&8Img&*fRbbEZm153_YHC(A`SvA zTY$^=4WBh7R4!1Ak@!Kfs2AT>AvyrkUt)5BPqP&zZeta-&Nz|vfQCWv#*DIf!69HH#6R;I;{Q3f!b)to~)nd6_-@n0S zkDE9+eJowcM*!?2*$=;?;+Ck456z)$;5$U#h=GADvPMy=oa@vlp7AskV`0AXcWgclq%4CZ3K0KJD8^GC%q68EM%ZF*$8!ZoUoX zU82ImyHuZUValT!u-{_R&ZMO(qGYcwV{(W6Ck>~20V{!H`&yn23VmOdZd9fGsAL|V z(gF^|25CHyp4?4dmBj5ndU0);j|{lN!dFofNgfYD@NCb1rGjINl+&8?Se%~6)((j&9xN27EkFL+C@tS+?6m99`y zq%2!$mhmWh(Vebxwlz07js5^A{2r(VhP#ZTcW;-XGtB2R`)EIMIynA_oQ810UI*W! zG|d?%lGWjQ&RRQlPb!^>`sbRs^dq85rMEmxvDkFNm}0lbI)z}hug71B@DcqzvCDyT zZUimu?JW{?6c&u*Xc)=fXIEEk>+3!(Ll{@o0PLW+?rc|`H8^$E06&;-@C5)l^>`Nb z2tq<8y)asSU>;!zr5~D_y7uIWUsYhh9v<{91U67`)83`lL@aK3ysTcE{=XJL`gtD;}i8E1)i$dZk2IVWQ%*2hU=6L#Sl-;cy>@*w>>FYIf?Lph(p_^ z>Ehy&K1QsjpFX{)8;nQOeB4)#lM!td);Gr?iP&$lU-{LmS7^p*+{z!u0)bO2W;fJh;NcfXtB68fi=)L{38Dx$x0*jz081(O${!}wP?#`w>@byddtBL8Gm$-l0i9hS=NHTDVOZ|Pv|5U$zf#0z84bS@r zOnKOLtZ|8LNEDj>e)}fb0(0TdD2IfEMDrd&AqjfV^)zPbEZjRU^;gAsSaE+`UK1P} z+;^4d=K+s!S@hG%{7;3Gt zlM<(l8_6m-6<6@6e}k^F6ikXDivGofY}<{dy8ZoQOY8~ zb#-Z&>FCj!)B1@*k%W6f5JXb8?ejkmv6%?X>nLW=^U&ZCdkjX&#}El3Arsd7GwI+iS{a`;K=M z8hBV7niO(+e0tGSVJ#pWbJ1x_hK1G&EymG{J2y6G9Pi+j_+*+GJ=-aR1)U^moSc;5 z^w@h|YMtk5Y9zRS@E-4ZqlDca6&Aj$MT`{|B^I9Bf^zpqy3^;zDGs+*QfY8g{NSj) z`=nOCuHd%xpT*;CpCexx+&aK86_M2^D9}dTntACLMf|q+xyzRjIGmEAiIx?K$lC$v zRn|VfWV@B5A(NF1Xnc2dJT7#?bq<*n+1QPHx47)lo>yPH3}8e=*~rB_i7SIXFyX-@ zc}?bE+-e^YX!C2|yHn!^3yE3*ModQxOjr%-&@QfdMocY?{GpJ$qsK!E+E|o4E*BCZ z3dYsygeoSIQM{ex{9|q!w>8j$#2e&HLV9`=S)&L1n;}aO?HJj0$H4(Pj|x`XI|C$x zop5M!(uicjqJu;QFK_oizP_IGhd1qAuaax$J0^rIe@5h#CeEZ?d^S8<_A}mXo+rHf z%$DP03(7if$A_u67~d8ht*V}qb)2sjD%juZ-qITQ)9`(NXz70bWtI<{s5Ji^b3#;l z0`A1ekbw`MjyCV1eW4crclqMgH=6it_$jp$zx2;L#T|{=sk$eN_ifj>N* z>B$WBxu;ZD=6+s0khW=4o=DL*S9|+f@LC$Pf|q#v7Yk-7yDAdAuyyY_Ie0ha0+av}@ZY%tM)V1^6_`@} z###F1qNBwR?PwYXt7`HPL8|cD{Q11LstuHA2@=iblN8PpF!Sg@=!(Y16_Y=)f@3(E zfz5ITih(>6kto#*h-SdAQ}J8|Uc z`t`}s3!%wz3iG?zPU)*T-!QU16f3DcxjQ&u^|SU}!rbzXKj>6pWtou+nDiTbsD) z#M>LR%jWd^w5?51tM^63&Bn@A+nqB`jLEHB{bl4E&pxyKpgekYugJbo{-0xeCWRWN zzfFa;D)4$sE>Q%~IB`>o2P+t&=3q&6TUYL~nr=c~o@2Ip(A+mQkktgcfwKp+(uio* z)2B~&Kr-E{GFGcf+~s(|Bo>}pD4-f01Thha+r^M4s^)-g&@Xwyk%E81zyCKhh{7j< zTkR(9ztnHfIqc3S06k~lU%d57grJBb>J8qKH^_D*qSHddQE}Hlb6v({1VA`W9k%r$ zUx=lE6&HRQVLRvZNlwx3&HW~4-%?AoqGQj# z(QSpk6N5l47DFJrZY0wIN0=_?wd(FokXt`f8y4pRBuGjyu9}QJ$$G{BgNelhT{uA| ze*Ubyyc&A{{^dO(&Mq!cKWziJ4eR?TIsnWHAY|X5W7A8nJ%mctKXB7%+75h>Dk$3Y z`ztMd(a~xqG6Wi<=R046RLqmbd;lGvbqsnygV-F4M%2O0P1oDIxJX?z5xsC00mLRI z4iA~_EI%scJ{lYGBvje%Wnau9U9W3T+ozNJFQg@Je7$G*#`B(#lMS>Vo>#^h9IAOU zZeGXH@T_wpQ1;=?fbH8K=P+xow7E|nc&}W1!ej1vNlD3!vrF;@nU=MUXBoA3>Q-`j zNAA7t7|pjLl5yR){rJH{-dZuOCA7Zj6~~#iU2N~8yV73;8lo4lb*g-qQ;fFNpz^P` zZz4ZqjHl&{DDrCgn3phCz%vnNW;wvN}1j1&V zjvfo;LS7^ltP+Bf!}J1&b@?}|23pYJj`0O!+lB_ty24)+LKavsL8u*dN-M$`vgOEk zdy#{67=V!#!}{puLPpW+-4Tg}uhutnEOMrvSE!JFqNOm@`PL$CHL0fOn;c75cirug zoUTjJdCEo$E^_`)zW&(~C+Ay6x$%*1u$l6&*l#tLs{`zb zGVNo5wuXKYe4ny*2o1|W)2gHN6_V(ve{e7@Sn~7ZwH3jZu7pQuTFQ4Eq9Wl*|4FX4 zrep)TCMqFVZ5VjWJMT*XX2Tuu8WR~A=a8*ciLAdjyo(3wm@OnRselF^Mh4Xw{?@wP z)qyq_3rCHiSJCgUvI5Q!HI#R4pMZkp#lfxY>~AnqQv5q}Ei3ETK6|78{8-23_^kgs ztB66uxaBzI4&d%OZtfiBdX)n?S%I_KHh?M>n z=J1p`F?_%@uYc&ifyO}l$R|%`=S&S&#&p-3l9#pNb;7PbKTd54$dd7Xru~`os7t!n zjn)cQnIA?v-~URjlW{i8|LGmP-pXF9EtQTz^ke?Y54WUgg|)ai$!ocWe(ISe_iEI4 zc*@}B%+1qe{yF$E6aLMNJu!N*Lb@bl_U!bKZ+bP37-`+pY|lkv7#;m9$*zSKAJQ1H zG;5mr@k`szxwr@;dk>)o(Kx@Lk`j(&D*|JI3SR?I+;xOTz)w@S=?H&gXpyXs!OIJW zMnFFS3l;sm0JX;XzT9gL_v^p>chr#ULu~paA%Vvt^l8+!r^9FRG}1&ZpJB zW-Y*;7D=5GCv!If)Mo^C1SdF_$Z@X5#S9HOZ=3A-e>A;!AlLo-J+3K~N{B*sNR+5Z z3dxG>ky*BqGBPqsBr`KnWN(T@MpVe&G>z=&&aCYG&g1?0egC-sxhr0;=kxKn#<|Wp zm&n8?3C0mx(=m0gG^MwbeI@J1JcPJnIcke-V;ruhDC^bgj-#k+qwjcwIU=0NE zsuD$++4c|cNFjTUc&`iW1GKqZHCEDT(ove)DlDw5kmnIsZO9_C^ltA6IbV(Pk;qs>3JJz$(`|PE?hu8MqmtslD-t@8W?C52T z2_tG+_oNA?xU<+58n0^fv{qegl)i1h;p=DNvyI8RErY)OSz9G7UuT!@jN25pd*jEx zcXQ%r?>8s&XD^p`^c&m}a?bF|)z4e~saLe=N#$05!I$o|blw6^RjH+vW!KCZ+t@AE zo>&c(T)n7Ka@{Dw`=8srPq)852HO&&NOKIr(rME=N&O7esnL@axFZGtH3T{*v{Id% zQNW2TlCHb%z*}P$Q}JC)Ob?=?jnBf_&H|KO*h`o^*3{jF1n2R)L;fi|29btAB9yna zwY_V$`oC{i2@u`fDm0{H$N2bF*!H*z)HD>>;3_l*M;eRzo=Jx&w|4Wj7hX{ z`G3b8<54JHr52VDGKe!X%$Q;Pup8YCDoUcH1O;Lc=pk>g4!f&NSS&{uPhvNZ>88&V zVia1-{)JMh0O zx3D5rVU5p!k6!X9nX-roi!+NVrSR168RiT#6{dV`o%Ot zD~-w|HeRE=cfqguD~(0pAM0uF5Fvi1*tx0;{IN>U+|0f-m9`FHh5h$JV^KP%LVZot&XA~L zGOzdD6>pZX7>M*zol$p#ufPAX%kMX%e0u(CP$50DREhvleS+asBxT*5b zSvkz=Y&|h;x%*l6yB3akm$KD-`@4BJD6~C~*e`awhHY!y85?_0V{B>T0t{0RILLMI zsFd;rk6XQRnKp)(2_~D)3BSs^`>e0iHve%Bx7ouyAR2w|lLN&|pMy;jo65L758dP{ zl71L^NcKZ`v!QSzySzPx;N4|aV}t$tG=D<=DKOW~vt+9cB+7H`khJvo&`rOm8-3-{a{5ibCHqOo7YlH~0f&?rsHvZV^Yd8Z zsgf+58WGye(M^)v$#CiV7@ibpDM1Go4-k_H^lWL606T#?&BC>3JJXRnAfN`Lg^KBmOo-$KK1LX>l)X%MCx?Uz}@1ht=aDBRF~97!@oHBjhM{a>3)0~Xc#^q zT4G9n|8_S0J#IzpT73*b<(cWfPxo7M8n;+Ae|tVQz!GdLUn!Cz-%v_xbNk&`nn+!Y z*`2+rU0<1qAIp~u<`c>yYCcuZAZA=am~R2(m;7Nivv^sxWZ6q*GEh$FILF8W{4c2;RQb!JJV?0=Cm;F1D>16n5f ziR&QnWB4{aeM-H+F1W*@DujO*lLCgKpP@!ie16*G^^MC(&aK+<$c5ui8oxepAG)mrZnynen{!YJNy0`>%C2+Tdkz{SQmow6U{iXZyfp#68jDjMuBYXIU74F8T2KzL#Xs;R7vw8$E^U14wZfv|1 z#NSvU&TrK6yC=rY?p>@QoM~2XG16vhFli~vJ$HpV8g8#FwwA-V~sm(ZV5L6&8I2Y6w$_S-Od7P#y*i@#1gWf@Jh`# zGJt}@hZ{REE~8l@k``nwXn7)6PD0r~wJr=EBIYQc!M*`>Hild^%BYEfdcsNYl#oek z+S;D?ex%>VHhMSAEZaZvH__z7tgQp;Pt4GnF>meY*!eOD>uqKh7OcRr1sJ~H&Ir}0 z06ne|)W|Iuh!Ac{Wo50AsMcwrzDCo*G3(@^#_un~oi{}2OoV7`@rg*x4SjFZS)Cy^ zAfGR&nB^m5pLumNx8e{IDcMTnrb?HZOY=j+Wv@e6+&kxWIqho+nW?fiig~K);!JQPPtcK-V~<)s%5R}_+Of{G8zNYjVJH*7R$5UY&LWZm!MtP zPNUWN!!Kt}=6Xos6z?rV*C$o2Uz5VwcCSUL*5`zr?U~`DF5zK6wCeA;q$6-o>U8ZR zE*IB|pmd!>gGqw2hhGaZXcV8Fq)nt4NL9Lk0^a6Z@nNu~3qY*chZ9U@j$nr+A1x;ab$r8ri_cIz4S{RFi**L zAc{-;JSee)^Xvw*+=`2f0f`Y>1om#X!1{q~o$#xjz&;-|#{io-L`A)sGtZg|UO4=H z+wKek-aUl(5gGA|96JWPg_{0;wve&G9jma_z&^?gAQwHxWXtx|&Fh^(4nXoE5)xFw zb3kG|C@2^V^M%%K4(8~ll4DC=3#UadWi7s|O)A~laK@)vFC|)KTLLY;(6i*GZE}~t zP?skA^8Yyg=Io$#6!E1|P*zR>?CMthlP)Nqa>{&fF}gb!=1sut*`m?xHymVt@ugXvcJ9;c^_V3tO25mT-wT=o zDoRHrnf3i>1jQTv`h8_(zVMN`y`OSrko{Qua26eL^?)Ks89TB{Z+mHN28xNNJoe}b z?$dXyr6SWs;^K`vN%A&U_qR3FYUU}=OVX|?J)Ai>X`)& z2tc}rI0`y?@{(W+Vy+$pi`nazs(4-0ej70i2W49YvkKD5fMml!7YX2w1?V1jrz}zc za_@Klc{suIuRcr?)qlMDg+UZ_W2mt!k2LOxKREnNOD#(rn*)e8fQM%b7=;KKXF)}P zNT1UA=e|0Z6p^s7^vf;ATvR7_w)38CJbzs>C+B2m4MK7JrI z;g;eX(ISDZdZ(o*e;L+BgwVt}$m{-KHamL-n; zH$`jjHGgDB!)9_G&*lS|^anoL#k}oZep`BySE&3!8Pmh0LnpfRM2{U*HaK@eP*!c= z{s{Yv18dJpokr`hh#0t40@Q?9iTz1wnkJ*iRuM}ZI5_TN08Z#;Fxn?Jqp<4YK=E60 zZdn~u1$6AhN}u;Z*$|w!%m_6cKI~3Yy|KZ;+u=n)t^te*A3qrv8?M9@4*xQ<#}=wE zU(muVEw$T*vjl-$UAe3-G588>4w5Eu28hrAb6)$AA9Ic{O`st7$)OSCxug#3*H}6V zrYubRgV87zBGvYO{EZ27!#HBPC4f}aJ1yV$(+gM3Y$V%~@d8hkYedDI@gd!m5(Gd% zea$gPg2!1`_h8h1x?QhNJPQ7ANJT?ASb|#QqK}3AaNA*52X!q<|Bf)Pv+FCGQFRgT zcV9E!dTe-~Eqt+`z{+jpn^0Ct;OXL!F1g=3I)kKRHb$w`xJ`W7mwHvWYv6i#rPJii zsIBI_4TsfVH#c|+SokwY>BNKz{h<)aq5V8&c(8ABw+Tz^j)>!1?7o`(==|5{k{QKn ze4R5CtXB+&$dv0`-P)e;#;9o_hC|;e%*U+VK2#iy5fO?y-t3>5!eMdjbCrzt?ou$U zgP%Va9`IaXh5boZR&_%)6gO1cw{v4vD)?QXqaa2#djh!Dgy@&Z^rHARu`FnVfOgNW z_QoL0>t-7cKAXXR6z=xE7!qTW+D3R>bvCaq^?R+@5zPh&5SY0oBluvFF`hN)`Um*7 zi0jOEjROM(X7a=Z4A+B1;CW|BLE-oB=e!c2rz2MpqlQ@+HNlM>69=iAUq*cblSHCK zW8K%X6)+$HUfCda)6&;r!1_s4Ou2A-&OeWfu^!cT(4@|qj-*=_HS+$A7|t~T%UJVe^2uhpV)(mN0uk? z5xCgd+1F{aT+i%zQe@xI;Bi5+yGw-etr!g;hFa$R&3Nf?XRL(44xCq5^88(D4)15Z>Uvj};cmT5yDn(*n+ zpSa#@iWUfLpLy@~1#iIGXLMilPc%$)g#wHK#F7G@kz4U|y@HLDl$1z#v~NMk5x?=B z0IyK|G)({MD7p^%?Ip%!1hGV6BjR2c(@C~l;+WNe z)#>2l^c8$!AU@EdyC`!sh zq;$BRBqG|Fn~$u+q*@DktR2IBw4qTeGrxc5M(L}8AxBULGTnxY{Pls#7O>t*z1O8s zkHB1VfG@d8S@;d%cDT*AoB%Z-rC|U(_Ml!3#S-b6T-`*i;qJZ%&5p7BvnV%=SMJXJRJLS&D}vZgtQ%M49= zfik0Jg*X2f8EW|(PtU36d2aD(yq}YEb;@sYQ_<1sls8qW|3x-MJr*mcr1mdt`*R>d zg4%8byzbk7_K$o_Y)VbM#uAIQwy!>MmQ2LiKNGrqIIe#7e9+Ggjmx*gzExWPc00fW za0{Ln^Eh6xi#Pf4+S@+ksOd*Vr?itH)?bc>z6d@zyvAA);h-?vya^bE{>~BA{_G1Wys(c7c=k!m! zigYL|i8&tjIAK~{>a`{TYkMAqOTsusJr2!Nn1RE{Bbe-cqx-Dmf0RpbCjz``n&-R7;GA-|n@`ET^< zK6xGu(ZP%6+%1OuvQZC{LN_~a&Xf#3VI>ZZT;K)XCa&*y{=N4`C5BwP12YJ)dDOov zCKg~}m-Q>{9E;l)R`8A^zymH!v<({;)Q~%f-3WJA4m>!H(u@;Dm2NjU%X(77|3RKk zTys%SKhiLgBtA?i|HCoXCNc*|RPz9DuPe|$CjEsND69B-Xb!8U*U^x$ll05^XIRw8?)dGnu9-u0+^9+sP}c` zyFr@Sw1jn?)a|kR6+T=LY~Hrv_D(KUJt@f_4w}1QxYfa!&E*bW~ z3$+H~747R+B@Zh^oWuEs1n3%^4SGL0-nwOprV&g1%0Cxi;!CVIU^cSA%GmQt?8f4W zW7}2U(SFoZdz=56)0CdRyyLS_!Mz7p9`-TaeqL~QA5SKe%C&$i*Z8i~6r88u{Vs3| z4W9sCeC+hjGY=HPMUEt{c(NrJTD5+;y<_iv@t^;_!Iso&VvUui1 z&flwY;qmdTDB@uzg+DBK`LepZI|`DW`Q<-XK^MZ#*AZkb*ioUqhnK9nL7!lF&2CZr zkq;DFM=<0kY9q2vZ(*Shn;&4a(Y-cu*4Dtmz`%e=rSTfXnB3fjQ(pd9jx?ZKTL07? zmMpWSakEyV%PyBqS*jmgMm8tCAkq!=Ak0!3+BX>jTq+yNuIezR^0;$~@g;`3T(Sta z9<2zySM;BCMD>TP!`p4XblC1cbc%R|gYIOw29Kr&hD3}x1(RL+rktp#t&T3 z(cy`y60kt$OZGota##RM;Y+U?E7%uN@h{<>gEd@-)psbSu2%fLaGv~p zzy`=r=AV!JvA?YCAHkyx<;7lDE(%AS^qFBMB^#*Y<}f zb@F@(EffSrI;1Ib<8Ya=?tVWmw~FSWgCIeo1cCJE9ymVmLd28CYJnHU#pls#-Fv=q zXpf^8Ph@T`;6tFHL)bTgmBXinhheeVolEg(9kaCa;qM+g6G>6bp0|lg z`uP#JRgngh-AZf`CpBcF6vMgYuKW4=Pao*A56Ha}X(T>6ICvNG4h|0ebwjdL3XmKb za>JJ3Ehun=yo!~NQG&7M46(@ln5pfCH~sRT-xHb$0r5Grz6$^on4~;T;ux6$g76dh zvSGT!s^zIT(#?Lvkc(gmkqPeCuQoL42gDsVs4A6S#NK)W%`1H}_q7xlI(bPD^Ax6pXTYjzRA~$boJV-5bH|x?X0nozqc`rqWvrX?2&;BoO^J}KemKtr4MZ`BzQu@na(*T2G zcujfnx(SPTjCoqv6KGc%c){*N`IBm(;=HcE{g&o@F#~O)`xc}3jq%O;m(2ob1sJ&H zZ>I$RRaq$NPCR`{EObP?_^FbD0(iSyGqtj}S6Lls%KW~N0W8@MC6eR!w|5PnKZP~m zURyA^9c#j9y|7OyYQT^@DtFcfzz)1 zzPrSi##9=18v;K}DF{gtb;HpkM-nkeAR=|;yd$^FkuNVk(-ksGsu77MS8~xR{X~EFp8=D3QXrsz=UNG`djCYS;4j-Dg&3Hc=4T5Lf`% zHpuvS+C!CpfQ5bH-NF}Dtu&5f=Zx2mL|i%SC|2U9CZ^0YDl*cqt?L(z3+>-U}5-o z58GGgYU!NdOG8bexZ+({;EV$6Zb89ONT`wetn`L|4L@p^>3D(rfa;A{Qy}?uJDrr_ zC19AL5K%tH(elW025^~=fV$(y8K6mDtV+GUTajh(rCAKwLE8Tnc>;WT< z_UO^0P||Tli^s5WCjByKCj##;e-#IU;+87u{4;%j>q#K)1%+?7>6fBpFZvu3? zcfZ2~ej61P*_#P_rxE@HL*-CT@gb`Slh-m1WAX9abBzj3A@Vx6=oRK3IVmYN8&X)tiHP+p~ zP3Yv4{iy9C1`_0!J{;0DYrM)I_M=2i+2aeA(b!#3Q32ha2Wm$#MD`R?*Bq}3t0Hd| zogc_3y8}vOK>T(=mqG=A@s;x(^@BLOB7`uUaK<~og9)QezKE0J^l()%6lyE#8US5@ ztU020#UmR0y>7c&`wr^cH%!_X-LAvgp(*Py0>w>1$CXO_%5^I)(js%yHN+xY>Z=n>3`!%hLp*SYyy_NB|l*j$|9%#*ZJ~;e5;jpqumhXI!41XG{pU5DG zqHu}qT!!v(OSz_+{WdoZUe&~~qA??j!HD58C=2`Pc)$hJiogNLnFwtL7B*Oh@a7hwpHMO->!ZJrb&GhZ(&z}cN zpL|VHI5uL}1attvZZ3pUPl6D+15Fure&c>NF0zaDEoZ51C_7Q^Kec}+-B4SOl^O+g zag%>S0vjgCU>t9P$Vd?n3Er!wV*|2D?KJ=AasZj8A@_|y%)$1M#UmhvBLsf_%4jHa z;*h@c%AU=G^On}u;QVZX8z4FG*qf%7exbkEGl)BMrWUr#=5c4n4yr!=j;jmva%K$F zoLv4nI%HHC4bv@dk(=cmtLizK9_>`h@TmA|v^o_@2m@)nywXaiXv{(ln_UfbR(MCP z)%uQno89Ka3pGb5>Rs$-d5@Z4PRqQrvvV#o@3Etdyu3eI^@9m4DrJATCy?8Qo)MlV z*k2)olDeRcl zvDUE20?>&beLV2CZ~GQa_OT1?sl?s%{d>+oZ$_%0-?>A9)O#O#GH?_|FqZui z*wx$n6p-=|l%SY%gSk$2S1vtzyMfTLfk|EgVg&JYs=)>eEfK3*@cCzOXy1QBsVhFTXToWwX@n z_rGEWD?AoLm(PE_aFvdd&JzTLJnBTFP3DuoB(yNQ1OdVuJ#|CL6H3LyAw|i>Xu`2D z4vh?10kVC^x&f75n&DqM$1$-qCf(bzH+~z*Tp4&rlWC&UAly>Xu3Qm#uB3HE)qIk> z<9xD_${Vw>b^tQuh~f-&TC>PZ$;rvV_3|A<9phXZ#6$@CgQytx**!^^bD68IiuIwu z^3*T|(Q+THuKB%|xSGRo$9JZ%2LzpW={%}*GL%BSi=RtE9mX+lK4kG-6Wn${QAz1a zV-!DV{RMb_Eb%#7@9Zmg^IcD`Du3GXH#_);!mzm06qQJAcogpL0uo{% z4(<(~QG&*mw|z<57;5NMI}l@>wEDdy$AkZupzcs=MCOBl&<|+_+Lih7H@`_p^I4~- zr{l(4wtTdZ=Xtm7*^A~+PnsScFn7O@uK1LmPW;EEvq!&4mJDun1>A@uF@$lIK3h!Z z)avk8eW)sHpwtF#bFC%j@nZ!v1zkm|ZOY?$KJ+n(sb4a^AE>xioi1`cn)!)6-1SYy z<~OcU`BMe-3_tU#Uv&SW=zlH}Wvwe8J;VNIV3PCD2{!%OXj|4}r!>5T;LP)-%Dd{) zR3TN|ZUzQ9H1MdpD$`|mcSF!DhjxE(Vj`5We8uf17$OdnDL^Xh6Ww}F4>UR_t6uH6}m;>2c&Zp>(#B_kS;z?YqBR>TR}XvvZ_U8tP|LYik9J+Vejs=m>mq{kMI8>-s&B z=L5Q%<_?(}3V$^O^7OY;D#B=!MXrrvq8fz4R&&Q(bGpa7`RBjIKiAu$OW1nI%T@ z#KRUB)rOl*noj{UFtlUQ_-8~?i<0HZ&w~C+&nE2IY47PtLo=?GrQwIA&!|QkK;6W= z#1eq5Z7`d;2s5yFQfCu0Pe2#fUNN=pME|qx05L7BTAic8=9wfE;D`)JNHjnU$yRA> z`5DC{m-PPk6e|+39P|UIrb zjWA{$7mC{oii*f~W;}#KG;!z`Ye>8h^H%T9NqKsdvQ3sTC{03F*}QT|)m$;jhApPP zF)6S#_3vZuIckO9VlM-2fSC~B1H`?n=3dgLk;BfTB#1rbl26X_1)-RiU^Zd8cOD=y z%9JD!Z1)ApbB4FWv4}`$0gxcAGB_7in#ScTMn0RLhEWXa15|SNfFX>x<&ySlGO zQ8LIa+fDrji*-@N)&QS$^q9)|%*1lbe*9z5jK_oRXSdit^buhDUDYuA1%>Tp6b0h8 zD?6rx*h*}Br~$Si&EGG+)nDSwz;IlwB~!gjaDnq!>rk`pKE<}qsWAG;De(YfRxSIB zIj4DTzRa?BG~WgwtpW~Fg2E8}WqcDXH4g;NX|w91RDS@~w-u@cGVURZD-d-(%Ill* zaV`lN2pemn26c=E=XIH=_m3Y03`!EFfOfX;InF^mx{BK|?>hSoiPhkyt=ri#oy7KN zTU3zX&}YKi@Y092Ky1)N@M&Fe6XCKQ+9pH01N2MMQ=xLrxD|#*0z-X9p~MmS zCBd~#E<_{C90(z#;oqmG5>ie#2Q)Nn|F*Dy?*YFt>(+}OYZ@-hswT#)`P>BDhn&E; zY12K<@;8c_wJp`z_8+Sc2Nidm<-9wR8T_p6u)a;v&)(Z-Dz`p{ zeI3nn&epm*N-%DKEoV%q`EGn+_w6{??A55ZGmYPrrB^Hdnbqk_9>LATGM%}XstP0i zge1q7U~;0gFavGOmcO@AE1{wiJ_*z^p;+^c*IFE&cmX8gV&`?86vSBXu+#HE7$fO6 z=Zi{klc~8m!N*@?AK1kN$w9ye^kfE{u~&+?apCIj0hEBl?_lVAz3+>+D|7VYiyao< z`)(?@Kl)XTY|;#cY8O2dV_}Bwn-AS$|DK;USu0cuEjb6kX%V zG=aZGLj!Y6XZ;~`pS~<);{kSz)Q>WM%2QOFTwGkFzhUkZcIJ_w{(Atk=wNH`l%^FtSRHc4&7@y4^gv09Bjv;&+m z4NS%-?*C%^*`Zt!w?sw9`apBt_Mqa?tL7H+Ii9^w6|w@j=#8vepAJ5;cc^65VX3R@xYlISHpAXg51X%W<{cqk(r}gm}_s2sTmwD($a|9noPo9vCP8~a* zT^M2Q`HDfs`zaabVt2;7-d@9$o7+lZr6CLPAZ$3go%m!nL^PPA@tOzg2aqhj1qIoH zO1dH^rczKY-(%W}?EY`B_74-*8iA)3NEWKl#!`qfgk&OOQ`|NpoE z|DH_DBWAsaG!O_1L3$BD6)=Q~L3AE@8Cek{y<%}U5(i>kWu z`-E@=0lbM?T%y-b6Lg>~HI=v@9_w+B{QYBFV}0%=HzhTm)7sND8rYY&E|Z+M>iv;C}9&7 zu1{lLNGej|Gy89CCCDya?i>J2C^O}YAKG^$Z-LuqQ`Mb9#WanAtDl4r?#`oJA|nH` zY!$a2@ZI@gzos*(DJj($t+t`@#uA8@`Gt$CujqVP3PIz?;UE-DmnlOGjq)eLHcRJW zi7jc7ySk2j@|(J4So(Ny_}%U{zN{Si`9NMn4~G-Nmn~J67>DwGjJpJPD(l~cX^;xa zXfl3>Szi*K6soHB7nfz7oSo-|RmEtqU>T*_cLd2~&@T~YDX~?V%p22`C+&Z(C2Y=X ze4?NfdVa~$`-A+C6Y>m>(jl6*Dca5_BChyl@Yt*OZ=L1&i516)@>si_J8;OiEhZp< zN?b!YO`cHOENw^3gi7oW{Qr$R%vShxhkYyE6~E6PjFnoK5PGD1ajLVzVTY5&(&C`d zVAmgA{2CC>2XQJ183nP}%+9U_B^9wyK=={*{q5jDh1)%}5U7|;QL8aAG2MWrA#pgv zDqMUtGq8=8_WPa-)#(`sk7kXXop1b|_rXymhXtb?cCr6*E06YIDzgD*t1A8+BWiH_ z#1!X~6O+$8f zucWP2qKPIHnJe_o8_%+FB-7e*muY<3%B`GDy;%Q4jAj5>wan`!*S=;Sk%5;eunzb( zk~gj5&$Z2s4&@*rlcIYe)^Nz+DFB2^*@TaK(CltoA2BpPENLGz)c>UU412eb?%hvE zZ%TT`6elR<8w7hRaNZNqJewTzG};C zpwYZ9FZ)z@{h=(2ie3!EOrep%V z3XR*ofTYZI!{wzVvXz?xg(OW+@uT-+z}BIno@boDNOnox&C6BS4Vt|;(UY?m%mBp4 zaht0{P&VOesw}voPF-GJ{<8cf^x?yCbheW2zaOCM&q>=F^I4T=TPd`-N=O0cHp(vw z!tW#w(8de1I@(u)r=shY)r{Surj^)6%PqtBPH=JOQyqM!bNQ1U>rlkH@?>wYs}jG_ z>3z}bfjMn#V{TIm-0X)#m3Z!c&QbXNWZaz_!cElZ#O4KkDf7o>tRW}zpszc4o?dMN5;07U=#_Lt*sxA&lbvFDm*cF#UygoX=|hI zDd~uX9vwQjE#@CyhCgBsOy9e^4y%0N78$r#xD`AijKlYS+Y*=wPveo-*5xxxht!id zBU0j4TIc?$NJ`>>sK*SS2@0jW`n*RNTaT4bSDFDB#K1wF`(~jUlTNj@`@dB+ELX;~ zg=*Wj`mX6204hWvfD(l;QSs=*LE%|m1sePEv<|WmZn|5(*;1GuGH0nN?9PjW1f|x90~5NDVVk3E1$z=P_}dh~`fyQKp+)r@6s>_N742(uw~zG$>iL>I^CTQA^sP zXs^cG%Ol>nH{v}-n6}~l+};|=Hwg$hSSZ-t&2ad@$5v1e&9E?>Fw$V~3^-m9Eqv+i z6IOq`z@7##h81(XG)PO_0vF7PaSA|1>|&zv^z?icy2hXV`6qXkp8s46n?h*g>=Ip{ zyF$};SsnKy3SuVqyqNBT6-*#xB3z^%WW0>%LWW$Jyb^6QE+D-O2^x4}#0=-{cxX@% zG0XvnW#b*ZHV7PkZhXikOi*kjUIHWO2JXP@3G?UG^`A65ch&(|M2B(3&Q1jdvy_`E+BjHirGV3ecH>nIhm_|w8KJD7 zF>1S{PUt&xMDUqhZr)wCk1gqHI&C|9K3PM)^g$5Lc9y1YHLSIyw*mB?}!6E z32!$Lt0jb4;`VuMpz_UG8ZqVHlPTJxdozpnS#(QB*u!+cLyml@jIU>0#Y zF0K^Ox-(dx4u;8%*()Dd-^?j-hQGi{2Uu#7=tvBfDw`vDvZOjA{wgT{^WGq%&61s} z8@5WVRlqKGHd&j^+;9H<2-vaaI540`JptU5;q|@sdJA{bjU|+i2t|an7e_0{SA!Tu z99yw-5En$5>!<=ZT_v_9lK)^d{uYfhnGJ&f^1h=(o$Ki6Ik>x!UA3aD=aVufxI@#& z+p^GfP)zH-Hs?({=?d;ax0E-Qv50zYI?H`?Gsj-w`|x<7L0Chox0Ya$t`|FTqNIE1 zo-IfCte2w}t;?j6xx#2#Rw9F}Tc2a*P)X#>Vw%K8jcTR?!Mx#UpZubuwbSc>W8D1x zLmmBN?6Mw4esE*Q-~u$vs#N___$*0-sNUmM@(1a_Gtkd%!)RdZE|74buGrVr@Z?n54lvRTeesgGc- zz?4ZEvm-LLz#2_31Z+gpFM^!MLH1LExS6~e8Yh8hf$GhgAYP+g;zLAi`rQjPKQ|o} zCag^{pFzfI`c|T!%hG1`e`y`S7&+EA9UM3X1ut|BZj;FeAF058Knjnn`(*a!)GvJW z0zLA{pLQwEepL7^*l!;hSQRwa$E-EoDjOj|capv1ENgU(u!%;Q(}d_lW@hH2R;?_= z&Iv6LW*1i`Kap9&ty`@NubrHnh#d}6Y?gtK?|*J9e^CHeK>=2eiXYqgIE1mQl_qyj zkXjMghJ+u4zAqpssLSaj1=*I1FZmKJzl#5RP!*-;$6`K_P3We=nPGt}DkXb` ze`udnN)u`EJ~lryC<|%i4+NI7fzz1yK~M2)q7>lI7=F(GZJ&8rK^cFS4983LV`2f8 zVN`Ml?(C=~)xWJg02nJH^a`CjX3r2VHRIZfvWBvcz_@=WR4S%;ytXFN>>aI%G=4=V z=}yz6)?VW3u-~3-u2t|!?ak>Bfxpyz^Aj!#<)+ks(zd}U6gw|~qnR&Ozy=4a`Ot22 z|2cHz$cwjAY9B$+1F$KAK4H6orB?%PJ2U~b$OKw>mk76kTtE0<7E0P9>yTJ?Cz-xG z3Hb%<&Gox3ZCLlKKcYYFooD_@Xf)l=@1l`R-ZRCc6QRq%F5zm+{cO{TvJYX z?g2N3_`?)nuJI44pq?yEf3%si*fHD~Bm69*;9Ss6>G~8*X}|;|dU+J=9Zn~G!m_X{ z7i;1|A^*V&f`*SG?Y(N1dKWeH##W+eg3sN*)psK-TJQxwo@gsNOzK+y)r+`x)u3`> z6E@Kxd9EA>MZ)^()h^WN64=9pT8Ds=)P0mm7Xv~+rD5}spVOoENa390NccZK%A_;s-!r2L_F=R3V!ELXw zv9;({DApkizNg(SSA!w}h7swAoR1$rW{+mR~__YOtdK z3K;b#nVl`1>z7_>}6iO*FgSMZ~9J;5tJ^zXQuvJW| z-k}jO&v}b$_~psT$(_#e8vjSa!HZ}30zbTt4)XH|A_CuK&{$M)c{251@?wC4Du)Ib zFBEcj4TU~Ay{7Pm**&5{x5ZaXmC;|rbv^*G1J`^Q_yMdhQoT;Q|K0}TE;=|lNX6z@ zs?nG~09zHsh8vr*+8KNd3a^!4Cm`Za9<=sN&IYFsU+`SlWs2#6oc$o(TiAv5mf;P< zDQ*O~9cUmNuZ-sXQG@w|s<(CPdQU=7Xy}J;-}Vz%TBGt0xNBXjhb7@Zi~@nIEk`mU zgr01ztcXi7JXqX-cyk4{%->I1dP^%Sdjq*uae_tn$*TWGRK|?|<=QE}$Oa-6CZ41T zd*P7uQORHIO|OLW5SAP*g)3*WS_5u&_jD?;RpArcv1z$&lBWuh0}+ zA5)+yRiEJ$uQahJ3d;hF%$v|!fri``Q%Z9Q=ofsz2Z5ZzlJCZND=R!K2>k+Q<)TUy zp#nmPO86r(SO4_;49hG7GyNor13c7WMZW&&IjuL zY6!s*Y&MvhncV}W0b~u^H?wIV#r(p; z_^9$9QOEkj`1A0Zh9s=f0aDY7W}Y8+2B#oOKsyl25k$XLVKodaWRd}7U=3;NZCXC5{?Mt&9^q0q@5fT3SL-MpvE%H>R*KMZx`K>e;czlXp55ly}s}Bvn^e zYeq8g8)ZNd5r8m?k^ea~hh|OR=I^19#d%6Wr(najexs=q^B8EMk*ju70P_~m&A$M{ zVL;6in9kRLnPW2a?al2I@Wa{8Dj{m}VVxc^04-)c9h`F}iF&0nGk0NJ^+YAca3FXjDcYa4zC!@{flH&RC)|BuAlFkbL%R6Cwknekf7TvFX^)1iuaStco1dlmuZyyv3aGdgL=vd%= zeqg9d6!HT=)J}(GG>emeVJHR{5l!^|M9GN$H49625C&R*w>tda@)EK>4AD2^<0*dY z1M7lBz=!!Fk*mMHISl>_F&qZkKp(d(ZITQ`Vh;t_dvLCwT>)*g}JVg^%C-H^C3Jj3FvIM^R#Y*eXNwVFNy5DaZJB7j2$2JG9Hl6}q`L}L*ZlHA z1Js=QD%>K8?itn0*kW&U*h$r=bmG-SMa>>(inCg8E2yH<_gbX3VYJ1@aWgQM zKr+JCEWc~d97h`&fAo;ZFe`d+@?w_MxGD(@)Sc?>8_2^T1*&XvqmT1>{)Fm`RU=-opcu z$&)8f!aE>*S?VMc=lC`-LfjUPwWx8UQV zPbVS(w>afpqAI+R*gO$4=m<_CK)!G^ZB~n`D1$(;a|@LwZTbO4ZaNsx1!8|#F z?y{AUUJS$HVrWrIC0x+B0pK`fRETtZ4?mZ52%-;vPD~sH)`)cP}eE- zMa&Myoa1bmT`_|pEs1_TSCwElcLn^Q@TpfA9#T0v&UY^&4@3@gca5uZhFh;H*O!8) zcw?fI2Lv>tro{o_l9FOOefl);3*wb_QLAAFMWWZ2LTpla z++8z;hNrvN@^OoEq<_wS651kn7 zs*CWtDu=sIOpbtoV2g(^e$)%gmVIz;dw|P}7fSLDZc-$W%@^2f4yOX^{tE0!UsC{* z0+Jk-<{VQAYH7QRR|2fh9I*vTn^E_tkTA^mxeOGb1MWD=|7BfHl z#t8mgi2A4s^aGEN+g(cN|3pp(D34IGnUUn-Y>)4L5nQ1zrxdzQ>TTQF7jI>wnhN-( zB~HI*Pc^L12xStDD+Smc8^9r8JL5$bh+&Zu;>8w}(7<;afFzI#4dJbEewAQ!es?}U z7aqxgW{@!XP*qUi_wU2}$_ya;7l|t5AZQ>3ruRP0-W>6)g;U&vC$agP-ugw(=XY`& zkEd?6d+F?fdKCW>Y39^Kf-?WxCr_U?1Lh`URSZRy9GelF3HKVo@{)GkBWN6)-nh-*hl&0TXu3$xfP0V5ZcBg6VY2;2$>M8UIbrN- z_Oq8jeX@&s1LpN}P591aEduHsLNcYm(1a`?Ae)c!juPB}^cb(yn-6O@%S9wyIQK_L z_*;<^=3;l7U60onnoM88S46vX=o?jTFc6SfueIe3)4Cm_sdq-kgI_ORv7$@Q&JVZeLItJ3|7Mv?9fauVq8QTqeDFO>PmisL&CnpFM005rvFz@L+ zYyN&*;Q6ypfIlWs&|#fA8ox^+;iIi6pKJyyPeYy5INb7;-|;$&rU^47 zZRMmx(u-#b&8s*h^Nn%$L%gIP2?^ z9{Q{lxibt088NP#9uYodW+EGXOt8*jYUHlh1SC^zGe+j*)LOd{~?DW9R=|kzN!@^Z4%Z z`^RpSt%Pzw7KfA@H=sizi$QP%uKwGS^y9 z3~&yODqsuuLPJ$2nQ&hTEg!u-DISqnf&ppaUO3x!DtD*RQAbEboJ0>q-Ud|Hx+(Es zZTG?ri=IpsVup%=)8G_72EvD>p`Iwf>Tsfnn=tS{g)|NPXnBMRj8zk1ZE+z^G=Q{~ zryso+1il1me#i$kNSAOqRkdu>k!D(jGA)Q>cZ?_nv6~YVq&YGA!gB$*Llw8Hd zw~E`mQ7@8d9s(^fvp>M)=}q|@1uhAkSS%p;5V~Yr+L4TAPbNEG~R0-e&6Y(kP#^8hmR(`qf3VM7@S?J5or2B*opeMh6u;EYV zEkbeHaOqV5DL6P8Bkv;yk0UIi5T*3?_GWwIRy%8OLVs{d(ZSGuvgpBgo#vG(Lsr|U zL93s8Z79PTfe*K5ZTk93IytsH8Vvgggzzhow`L*@vwF>7nv8Wj9LIq$?fqv|; zNwN5dKj<$+R|u^yUTLeQ^dLCrWQvI5gilD&SBB@g;!|L{9Z;a4NJ%Tmx4{)AK1^tL z!1UzEL$yjs$msTFji318o)9}*Bu2=$wgUfQ&Nl@o<_gk25M<$&Vf-)BDI3*wRjAoV zD@pH?vO)cihV%wbaCaTzr`x~P(yb|UzPX-je?AchCRka_px)1RzJ`|yP6dRy;;P>% zm@rU*dWLvm^%dJOmAO!|7U!Cco;euym?^Y>ElK)mWMbG>_!k6N> z;Io-xtnJxD*p7rNe1E&rdI@LM95;Dih^(@55U4d+zEX>rB)U)eJdh9680X>13+6Yv zYw%FWmYh{6)WLTeE9KI{%n;p(IS>d$@*I8#>Gq1Ks+2gT@2J=!QJ55>FbioG-X_-q ztn$a_0xnRtNn%BD?vJ_#FQ`?tZp-G)?Z}c&R4fz_+*GbiodRNzTKt-v9#KNeAQCJH zEjLXI%b-3MV~J)r&%a>#!-|wAC)ZiDh6~Sw&Z8Cs~L_s$lR~2&%5)zq!JmLlR1aZg(woL#xx?>ttmw?pkN2I@ha~ zQ3OFit*DSO7|gOWlx~m0L4gYcSg$FfBHp;y@L9TyC;H>(_;>r{u;<)#0UxS-gX2L> zPm=YY1B4~|@E|w$5zw`uSbw%W4RR&?niVh=!3JkiQXr1{Aq{SvJ~J(JsYt=DAmGoC zkJ?*Q3yAdZum=~dDtRn8Q(d{uyM5m`c6ZZbZd{2CBNxgS@y1Ap3hQ(#_$4FD0JTHS zyC)7E23QIIA5Y&M*7MuGA2M1-i^@oQNE$Q{mA3ZY(vVSU(T)_F+9}$*R752r(w6o# zqLd~YqG> zav$G4o7vFBV0VfyH2e6eG5!+EyRsT@2lMFne>+h7nexrcH11~&qllcO&&vRciei@< zmstIlUY1^-);hFlILEi*;+Rl9P=G;tpIa>+x|g=~;kD!>uorF>hQw= z(8nbu#bRy!wL9=MN-$jNQAAiQ%HEEOm-zMowIYWZMUve1j4ZV*tJrP9i~U(FG7}9P=O4 zSN>pN=K$gYmvt8iALzvhE(|&0Fn~Xl6kRwzgzAKn({<-g0(y)W}L#x%6Fgk#Ja{u=NkFyag1H*3COoq#R0 zFNARDx9oxWu1>0MzTWcczn^3^IVuj=6KUeXJ+7)8!k<9no|y5U{&dw$e_`#_Y~PE^ zi2)&eAvC;_&Fi*a&ibZWcc4x`>B}p<)2?afFWANBRMK-VgxZZB{PQXjwk`SSxkz5|04*bui}6s%dKMC7a4=%9`~~CzdvNB6A{khzLV-gjlR9hj z<`VZPMpJl%aZ#3V!4AC;*%UKP&SxwC zl1?jrdL|GSF0eyE0^DLGHjk04w}r)LzBt#28yx0HkD~#liT*gzGY;EDavt7>vF=5KSyBNcuvl z#(1I73E;pymC*s5)@&!!H|JQF*7*cLP;Qu6{M zmcJFFcKS5!XPJp!N$y=0{M87VO_25>`tec4P3wbIw4Hm>RGGt5nvfw2xYYb_!uQM>5gC9^mGN4$YFpT@23f zSl+oWqk_kFK9pjWp7T8a^ZDHr^4qeFekTU>r}Fhm(RkqL)M9jwjl+lCJc10eRha;c zy}?;&w-;Xq$WIKv&<%YB#RHVr6k>Klo}rw)yzA;#iU{;*KaVt`GMWR28+I=`HJ{C2 zlih3pLP5tNPR3|{S){p!=)lon2Pf%w=R6r)1Diog>zxpo0-O)-W-anM3g=DiQc{Ts zAW*BFL)VAd^EWV-axkWqzGt|7kP$=~(h(Hg(2c|qOw;0{K3rT@=Dy>e#|U?C4^_Z* zZf9_o}*W6B(6B8P_od?2Ecc6Voewas~um1J(Rc~)R z0Q60GZ+Id!D{l*4hVPb&CWLtWKumPBPF93$fEFWO7U}yzv|;ohgg=5@gPfWMELA%B zGcFyH4{QYPqP459uZI&epl&ws=48=Zx=W{~S!P=u4oe^NkBfs3Lc5@)y9(nGX37ny zK=%R|ug7AN_Vg`sF9QMsh|n1W48UVk)BFMD-D{^$?)kG;rXTho>YjvrjHUVgb0gnq zpGyY6bsm^KBI;PT;hp|_DI>-g51kK+@||D}``p6T0Lp+UywcDR#1*ptLvjQFeh38x zq0nO6GyOF%t4JLH3L>5+3GbVxVo{zbpFDYO+$AeW6T9PZA&8Bl{HW9CLU|6gCD^dc;UX5=7$b{&SbYU=R2QfDM!i-N z22RNBZE|syk{G_jj*kr8E=(hCx&Y@LzR3qRdqDcq(h~9E$J9#Az#u;T&5pohfC%~@ zpWBA8CDE@Qo#hoKZS}ocI4`C>>;6f*A7L&12iHQyCw%&rYv#6g%6a>PhCb^B zd+@I$?4Uzx6vMY59Hp^(;v-1xp%GR`xh_+fnVVzYP8N?7@+iX8)_n(`mUo0=NINt= z4c^D;sN!u~w!G@yh2Mc9Q(+~D)YlDQKtZD*$V4;9a8;)`2pkC zSaSDK4veaHGQzJ>5O1FxA=EHpXcUVQ_M;jUL)#1lYj%FVYx4a$G@Z3`&O!*^p&%LU zk`D7>%C?SVXN*I`PnH2;)Z6mM1E};CtbrNI3p9))QMIjRIbTm8`A&X^JtC7di&{72 zOFC&_We{36o;2x|ap?e_s-{z4ppsJ|jQ|2RSW-k&JUvZqv@X+?Rb2B3qmR)FBmdzo ziMDK6VeQ9M;@T#stv`I)7VNhuQ{!M0MDUWBM~2^i?Ig z7O|~epPP*^8dQVvw6xG(N5{k@Vr+q@R)bK1aLFPqF55^rgJ`iHT^_2TPt;UBdS}jY z=viB1m|%d4P}Y-=$!@=S!$(86o4z-&54IinCtVOczZUkr^y1g54D6)>W#cPORhG}v z9JX+6z4q&u8)3x228_Tsc+m%4jxIfTaDdnm0l_A90|qt-uF>Tj6dfOxqT;=YXS#msv%25?(U*r=@V*;FkrHEOOkPC;#b_;jH8^kk1IN3kudg%D^WDH#KlI4JsWcINh z2HD;U$Bpo@P@_yZ?3LZFDojRJs@L1wwa`2fE*@z-*(4$mm8{UNDDCsD1tO4dT2Y+- zhLMs2irBXp`NKkm9rMZ_@7emb;sX9!CS`tq4qd$sUC)#!5~A|0jXNig=(c{)$$W4) z?M<8{MM1-vxyj|Q0zCo3GC@iwLLO9SQoww^5n3~5dBkxWUxn$pz5_Z<)ZJ-F4k(|A zLKEy+va6`Mnfe;a0#Q*>xGo`SZZkCO^Qqv#JXj2LrA@TEBBvG*y~z?`G;FHqLmL|# zi?3&C@sS<`=pDG)h@xRY;3?3>5G(+9h=D%i`&x-a0y=ACNLVai0~LZz`o0W{W(W7DzKOdu+uHP>R=@nI0b_;b{UrLp;vutE3!KKa9!- z>@4@rIQ=4nc{F#A04(e|#Y03=`42&v!SEZK<@W+wBcoBA*hg*?I^f)p^1dI|x_IP) zW_Zi3*cF_!V8HCa?1-mgNN#iF2iInUd>o+n#%9pZP&# z!5-sJkljkbStS}~NcmHJf3pBxwZ*B|E3q)=od=RZ*5ab8A?p}OV-LLpOhK47Z{BPI zS|dUyKm*#ff1lUfM90J?CMLjSyAJ&~>H#A1Q_ZGt)Yw7?M{B^>w}tc-v`i`v?m6ZW ziDAV3Hb?CA5&d`3V08QSvz1FOrLDpzUNVL!7ogAiP0?K z-sYa@!)ynvrb!#_=L7=gZwD$x$}M7bN`XRoY5H;7?T`?{Y9M_&F_FX_W0Ta8Z4^RX z3FehEa@vb`QSL>jUnb{2*)LW^Cn^@*J-WCsd#b+LU0tbT<%HO|hnJ%c2~3`iH9#56t9e;VMiV00;Ve>m=d~61@l{mx8dUiJ)mHmpapU_apr|l=1vLj zfI)uj6$JeW=jz1jVx~q)zthL3Q9$p=4wU&MAReSC0oM}D*TcL^%UGE~P)HC>%%?p! zzQIt6TSTNIO@zoY@b9sS-|XZ9BL~>AGrYNyBMLk039^JJF7VqZg9m-M5%jva%5UC% z|IFNk!5BJWYVfL2XOeL*+mWiYqj%VMDI*5D_Z}3nOnP#b_cBFROLdg!Pp#hW`^@E5 zb$0}}eX7Xl&czj>H_eA^su`V`>x&#MKG4hUa86J|XmMS(5NUhX9arBYi5p2a;{5vl zAwkg4t!h|f`>K4p))(LqK0e2AaRhtEtneo^H(yaJeMNMGkno$2d9`0M=o1Vur$N8G zI1;0Y9{4M!7{U*GDrYVna`SfX7&;&fp61Q1dkW^AM_r`AXcU{VQykthr2FFj-*ufavJ2YGw%xpu1nWu0^tsgTDLM@1%=%V@C=4;%xf?K^hJqS0N#cPaDoR|NuuNI~W_C~e4s96%o~ z$&mE3ptZ*04sHk{)2-gzgjv!aq<38F;wdMU?Su9h$Km=L2wQ6=iYoAay-jeIeguBc zsiKOx<2*4zy+(<{uBeIhRX@co1%VFikGqG`N?IGvEZUoESQ6bN+l2nr9Nq$Pfp_Yx0}O zJ)3_>jMU$6)Jvibb2!nV?tPhar7WhWEZQt+!+?YYn196j>4?J<;ngZ={DBZ&pKi5B zswZnBfaw#BH3AUKr&EgG9NdA4D?s5`tS!gPpbhAV{dnXP@-9eJ1+xAQ{5kR*sDlDP zOEohMq^ko10B3x3c?n`>48>+qH+KLO*r3Q$Rg8W`iQpG7^M%jNC_2P30&_cl+=ZDZ zx`n2emQx24=E43WvKNG>&{#cx*mDz0To%d8X?tHXAkBjsyMuDWb9B&Z3DXc^kjj|2 zu->|*M5XY1Qi@^r+B?I8Gku@0Hfq`S@v;29V*B1mVZ}RId*dN*wiYwD>TJbr8M@H} zZcDqbUzMZsrca&fH_D|>^ZLnn5bw;+ROY~W{i@?PuFG@T5x2U(Mn2r# zdEUxg~v;4G8{*MbFYmwuzfn{KlCyid~g_k>!g#kQ3@b&nk zr102da-TXoJHU(u;s#WLI63S9bUP*%+q}z7T+oh^bJ=U^)Pe1fV6|9yd;%K40+Tn? zO1vn@#+s^7u*=`1wL-LoT?Djy8;BZPCqE0v7V}6Yr_Z6ql~11%lnA`zVAjg4~;$zCTZyp)Ns_ITAxPH+%YczB)R&+o2 z_R`f&Q-17XJs0o4f65wPU*cbX_F_?*es<3NkY{Nt>;=jmrCVD}PbNAta-UmU4q+1% z6qNZlEe6agsJhxe*fB2B_(=e7^`wK3`ZwQLkwWeM@OADwI}{JCS8z{;Y~NTQ_<0n| zNB{e>dUDK~I(p)J#@jLqPkjAxg)Q+Tt00;@e1>7y=5{UCW3&ju_%wfoO7bp+l9LUO?F^EDaxRsyp=%0eiO#X%fBNTQh z2G&-7`eRyh7bnij);4Y|2`DjkcsByQl0&Yxl)eR89AT^ijK&ffF+*>w#)B#ELFqxV z!U%#UGMVc=APxvWY~Vl?cd{+_;|AIDBrA76!>8-PM!33N@f7LE-t?Xj)1|^ z*|qka%P`5X0`8ApfB^1SH=wn^pga$*NBRAmc(&Bst7{i@rafMrc07?wC3{}v347H# zGD!k*4O@{ZwKn&wS4pdgZ#WA_{kW5E*`IqJiu+0L3O9*aIbu-9eB{J3cb}B}=i-(p zIoeC+tHNIkv>fe!U*Xz7Qx)6TDn_NObH)AMvz{=jr+>sQ@H-{sgvtw?;SoHwUt59h z;oh``-y%v%4fo$O!xxAgIyhX$FRDkxE=V-D)8~0+V@(HYd-c|I<`w_k#aw=Kq4Ay_p z%OCDc%rQ;HVpLL8yRYR*j%$@M`LAYG$U4QAgnwv@*{Z5cgQrm6>$@z}@y%F0TX2Zf<6Sw}?Y?UX0HQY={%41S$G zJu@a<4kH*ByU?@{oCqbyEx2%! zAt1YVT>}P=q)Nnoj*nHI3>Y*)>>p56CHZIq{J)tziXaNq zF#Nqs6Iynrv%?|OFsNL`z=^Z2HiL*Ic`P@f#hwqm$ zRyqFfqh|G6J1HwWv%n(8#0qx#KXtA&Qy)LYno-?9m%$L%Enajh*jdCWR`1UK^GDxz zQxLUT_1dcU?6;mBocHJpO47r)1ih?=p5JXc{c3vD)K)cs^8VA5+MR41{Z|BJ4A*Zi z^>-AAgF9_hqFh9r=l+Z9&PTH^@Nqr37ADA87T*m3>mk^qFsKtg4h>PI50qkf_BSz4 za6uFUL2MDL%dlL73ZQmNejOP|5tnqrZ9(#Oc6I#74;2l+(rQOBXPZOORNIr34942q=>%0>l-#3RXFYeBF7^n zRP^d%s{2;&I8QGx`t94#j2}XN*>GI&(xpb>p&m|X1aB z6#!3tu5Q_VP4`re`DJkFCYq0BIx>lcjSTFQ3+BJzrTO%Abx={@I~?MpeT6{8cp zmn!Yl)fA3rFWNA@y{hzRsYJ5#F}22w$=%g|kHCSjdhnfDPFL2CgR2{q6ks2qXF5vZ0gpJO%;P^V(S9j97Kc>?+Bp02&mk<6CDvq zu+8(7&~Dl7ltXd*|MLvrKd8Mv&BpHJcWe?J}O=Ue{1Oa!|%wSl~wUC{wJU zHRZ{(W}X*J^n3j-t5e$yw#&x8Ppp_Y@~6i75#JXXk;C%gMb7FEPP@0$A77BnW1w*_ z06I)~4yYRHQY)U0#5W463so+42lHjVloR!mRniP<~V*7v_7NJT$Wu@o>Ifo3L;=h1nu}jnRJ^os6((dCEU>Z`hi(vW8uXQchmVm>Xk=-^t=p>Ao9~F-R@3?BxstkgKu;jgxQQ}bwWdgJ z2aQAgWqMw5jv)E5vs84Nc9xfSiMo5ebZYsNS?W<@a%)(VkAHvBj6?;>Yowv<#rer= zQAOKC=Xtm#(*N=|D_L?h(e#_x4v0KA2wP|VEH&iwYJ&|QO~nh*Bif0&3o1Mb>3kRH zHq*x^=HmUAKetLC>N!lsLFh#E>(P9 zz~18Jg|CTZ1_wS0S?DJ!O1=88?`Wb(eb2I5dFb8PkhxT2PX?*_-)9C(M}`|4uDd>Z zK;;vrYQDHulAm~?*>uH!STXug{LaU{(OH36?;_omrqocyzXN^5m77Wz3!rhV?gD>G znSb~09cqKN`DY-jl3NG7p7?m66*|A?ZD`em%5Jod6r{v}5gVqu3i*1&a0JGj$73w{ zDqM87;`B&amY9f+pfg3&kH~f{H#Zm4tHDF4nlYeZL`f@P@IV>d!jyw98>K+Yy7+ib zb9-P7RxHRKO3Ns&^^8$C?m64#9!`06O{F0{nx%|UJ?i2I2i0bQUsp1Rn;Sc4#^S0Z zvj1@C4lpoA@CedbFI7v7-x)3)H!1R+<&D>i^nB5tn+kRoy4c5{S76#h=XHbUvHkU^ zmA9e8ld-WOqAvB-!MiNM@`vvYjw(re3!IG$yq>%E$w6_UO8pHPDXSlj#V^me> zR6d-{HV^%P0<;U{30yZ93sc}KWZ^TCb*rl%5C+%s1wO_Qxz8hvec*iN0rCiL(KkU2 z@d&dOQbOYyk>>+&9^1B1UV+Ees?WHjuXYoREh{G{O$>`_%h#vZ65B!uJJUMsJpjby zLF@;zqu+!(&`Dxce$YI`XtNd{6YYy|)v7Tjb&xLsW)p=U7uSfx=?o|02(jz7PCl+x z5UK_?=~zQm9g{&;)+NvF$+8;-t&C49;@`EaQofwmf3+-E?<+GI9?!O) z7QEY0n!YFBc!26gEbr)LzKfduxV4YwAmb7S zF=zk)WNyHB6fIkV>qnqM(18QPY(S2M_8U`Y^l%mroZi6`6_=f<|NTF8vMv~+1oJ#s zc>2#hIUxLQ5*yCEf4)!xoCd^Q)J?L6?HfiUIT$gK9Z+Pi8YvY<8h3d88jo^~P|PGF zd;&=0laW3MTckaqB7X$%^USY+8N0v8r%=eRr$7U9;4;nAm+-v~IK%Gj?2OJ(*5*~2 zUVrsL*Nw;2RjuCm1=s3vN4HSh)P0oBuuk}K+;>7MYL;bMnkhnBkcq+CBRXR^S@nC! ziAvE2jR`UrRZ#iO%N-Z$-pu*$=i?YD?qn-TP?pr>ef2W`3hka}Jl2;e zWhI7#L;VA)B2&jTbssa_3J%UUN@9{3n$t<*QXVYo;npwE8^U>(5|jk<%VP|Xqj&!MFuLwy}YZ7 z0luMx5C^oJZcqHoCL&dhiW=BV)7965bFhj~qafgouqwl_>Q{8m10fPeY6K(<(r3}xx9HbJe%K17u&&IEESIy0N zUiR<8jZbL{>|eANUX0IC+_+avB;G1ti=JgqLrT{+$?f!Yb^lcDD5YceJ`Q=17nCQq zsu*ot6IveC82V@A<-@&oOvMMoxn4g~6A3iCQ>&BCG53f{Y&>7)-q)@Oikykl>jfdyaLnnWdImP2t)*4 zEc$Il-Vdwbl+_@Up-a8^sKHB@@baqu40_+(n%PeFabu84NTIkdWG4^+sX3^sSddqHiE5;Dp2focf zO83x&)?B^gixciHTD>^2lX3&ts{27NM+XPfu2<3Ae+O8jV{`1Lnmlq=g=wpOXAdlj zMIM(pXj74-F}P9FKz^BC`Dn6v)|1%Bf~nqz!yoN#zNeOz!{a>Ovf)aKS8e!1o2;?& z_}$VD@2+0u-QU!r#k(9Zx6iV4udrP55`~Im)KMySF@dNeJ&Lv3^M+iKzt8g=)jZBM zJE5CoI(24SSdNEzF5qFJTAcmLw<%LqSF2kltR?H_;J3&G-+c-%TpL@G7mg@dDK{(W z`OL9YS1w<({Gh~VL!Ul-N2~jJSWM>4i~c7@U%xS8R1_XGe3vO+dli| z{V!f5fcXxg2#}rin62J4UQ~~h?qXm576DCtUWVo!o?i(df=nJ#9dZ}N3KlYM9Vi`e@8i)-K_7Ot zztWYLcr##v1Ck%BBpB!^eYu+Zh=9&%+RC%FgcW)ojruo06K0X2*790wy!fzys9N>(U8}vmt33? zo!I-P-|A@n*6JINhWxJ^D7C#U?n5p8?$Vyz!4E;+LQKx*`2+8z))koxRP5z;+cMu&}1neex9|DAXDK*>q(wWqyOv4NVpQ53soKyleon64`Qld;8foW5hBr zWN)12dGqO$`Ga-dSt`1s$=SAVfW8;n8hIdl|+I)Y&XSs4PRkba)!d-RK><|bB0 zAi={bhXvIlm|5b=Izu@o3 zsRg9@Hx~|`F$nzqk^5w3)a6vBn(w#XmvA^c+*6%O;$<=RG`^yg?6b?zG`y;&armY& zpZrcUj`5t|Oy5UESw4NHv33qk=6mqrx?XK=?UApcPbSA99K|V3X#UO}Jt>mZpKVWn zggyUki1^Kx3~ogx83hZ!%d-r&(j562+Jg`1I{p1rB3YbMSAD#m$%ve9?=C;s7a*wH z)O^2Uav&w>6#PJfSk(@-+$;n=bK;+ZGZ=A{t>{SoP-Kter=jedzFE z;uA0goQb%u>^|lJBKIf8ObfU=5Mx8|o&X$;+qCo%!7<)R1H=RE>Eoxpyrj{}5W{C+ zTfm}-0X7CbqhPdvKFQU$gyM+s;n5}s03}V=;sYILx8&t(0N0}bE5als7yv3_?N_;D znZf3^B}3}Kz+KXeuPKntbLVe8eO~}$3_xY#_OvBQB(_CI%PA^uLZi(K$s{Jz;Qm2d z+N?XTm)UWd7``0yBq2HE_pB#?W6JVb=J^^qGwZ#4Nv!# zIM3Yw9lWU`BG|29N3GJ~gY3HfXD)Tn^3}wcn_5PmH}uhq=8{>Skq5%5`sWIjN-)nT zpH8Q&cs_5Gs3UXLTw~*=N(EON+d&1#Pc(_fZ=%D?ws(urXes$>e{pVlD(YYBdFW3S zT~CpNmV#vZX^}UT>Bm`?rZ4I2daG3^&KGlIscGt^UqJa@ik!a_zlh!)-C@eq#DW-D zBxf;y0@IY(siF5qA5KtTY42w*&Uf)Zui#DOgvcjpF(Q_m@#7${CV-!M=8~B-ecIp1 z*jTbuvHzv-(fs^;Vx@=?ECm6pfV9Aoj#E8pWbM!hko!xRWh2hI;x!mP-QabGqJk${(!>i#suJs$d;5${O{chm=l}ZEP|NXO#m6QHFCwkGwBxBu zJV)EA&bZ$yJw!!K$MyXhwG6vpB1iT6nQ4<7mUmX=PiI^S^6a^wwWgbp2nMF-IX?Ap z|5o>pd2I-MO)930>9cXR%d`9u{<;bQEt{-yNy}K&S-ZE`dv@L_q2aaCJ zpddkdpSMuPt(tSvv1iYNXV#SL{86#nWLd(qnk*{0#13ww_O_{yqhq~bWuLPAx8|#8 zkG0H!ih!-3j*8CunEo)3)=Umjm%1tz5>F=>Q{1w0N;y9|&&Hv)=$6-|4auJBPAd0d z>ppVt)jDDt4;+H{Jb;i%+{JKIcfmCd?S5TnXKDZZHdgU1(4&E#S_?dpENghw;L`)< z0Aw3vk(k94Ye~dfREq9(f zriloeam~J=kpxL)d!QVj<;!D0e90bf;8wHQpKkVCIE+eo1OZPvacyBWmMKu@5*l?3 zD)o3J7~4MhNvG^AD)Ely+7Ki6Ya+gL{{mO+M8WefZnZTnw}Uv@hReo9S%r2o48Guf zQx?Nu;eP>Z?tCvOKc|RH@Z6k9ZT)M9<8>3s3l(86tu`F)6MO9cy0G|Z!0A$@^?G;4 zGV{u}Bz_wedh5DtOqXqf8w4zvpFq|mz_(Dl4!bQzVc zubaO2P$$p9nk{ErfnnCgl9Wg30ojLFB906NJA2#YMC|JMXvR@gklL4Z#kj??U3A6s za6!}UgRU&uChttkS;OM|IY+ydqO=r+I~|##RLqOMf>yl$*s=SdJvx>}Q|Qd?_zr*}!w@W?s`h5$&`c7SPW z8yc)HUQ~nWA|buIiQ@OGZd6yF7#ti#Bc#h~{jz{C=g|{^g&O?$;lnSWe&BCn0Ohtr zMeEZ>vt%=rhr_!>HUC`Z$*Kb8AfK)%QQ3Uo?}^dF14Yu0Z%Llz>ia>Zc!5<< z)k!&Cv3{q-rZakDe4<}fy+TUQ*zvf?T>3ZXA6nWgI({V#Xr7MV0ZN5L>r zYW>ck8tx36oHOs0r#!w-PoqfUMw!_4*Cc&h{JetTmGc=@t<m-gH4yh7JD&%S@R zT9^Mt-a76=K0||lHN7Uf_%_;@#i(MXJyQSwVqm~14o21HT} zCOeuuN(un-6&RK{jvu0hc(m%tU?+RpQ`~I8Tr@f-*O=#|Ircj=I zYBqKudTXXObB1J!u~;M%&~aQ9T8nEX?BLiFwFNkv=Ra+IDjp*mqPwVL8O>&RKn>0qaa`P8HvnVkYeV(<<0P%xNQ1I@_m>=g~3RG*zOwW;l#nZHVt!7x* zy`P&~;au?kp#{#ErpA`;;)r`Qe?OGk(tzD%JJJ|E5yHPEz!9(xM~{DKcz93Kf9xVQ z&HUGr(&d@)xT=rKQ2cnlXc?bS=adbru0YFEEl!nB3~4IlPb7dr!4&5 zfLm;H=cMXl8e&(le_fSV2EVGmhv1&{u9grS3S1uI2wp^spdZ02aD7XG~* z>Ev&mW$m`2>Nh!^A`e;~SE!gwd0)J*cqb@^CLh2kaQZm(^~B#3=Dc#4Isw-q>=D$_ zJH59io+fgAluA9awKY@Y_ncl@0e#8J%0kVQ9*d0#RuFpPo$TVwjQ-Rr6nn63a(LIA zTKfqoq7dEPMdQgnsZE!E4jxbbbZ6iH_XTjuUf<5xZfj!2^`^dgmzXsR{{&0-!*+Gs zU!Ap$%8J!j^vC;(sqZj|R=WM!^VQc6cCn1q31SD! zMK!3%U>;k?s1+CY(&blYf4v9%gr4V4`oKA#)CIji)EPZA-qDQa= zErFoLL@jago*K?HbRbp`b4iDpd6bnCzDJv?} zYp3W(-+{&vfzPE;AFUD{Ut~@x%Xb6*%%JnLgjpPe-;-mKhK)GB&$y@7AYo+(0YfmZacjIYPG%n#qLpiApDJ)X+J8Lr zNU@q$^X|bSUnSwM8`vvuQZp<_`0XIh#qcP>&=IrF?jqBjnB0I6OXy*}y$WiVRHBK2 zC>U?voKDTeXAsvMHVE4bsV&ZcKtNQP*=jrSBIfFQcX)Myq>niVVS$o0F~Ff|$I+m1 z@v>d%DS&1bel?rI)1Ls+2Seu$xKlEq;0=0B6`3`F`>&gkL2cpar9cXV&3U*@B&+pmF;} zE0iGDz`(%^$wa_F=6KV-pK8@@ z#H1@c;wfKKtgikezSi0E&fnj@HDaWfjTiX&Qho(gI7L$$?tz&(eoQYL`u5!@3?u`3kV%{XzuvBRg6E|@!cJAEj zhNhN71)}>hL%w$Oh1^EjD&jPFj5NkT7AM}96~G{y+2&<#hCJxmZXC zYbStnq-0{k3ReREr6!XLT{(0#%m*6tn||dy1L6+C>uZdZvC6{W(xbn3fEK_Q2_|%B zp-+O-m)Y{37gjiTXm2*d0aM(KFJN6zP*7aRcReNny+ii2+1l8R0jBdXkcD^itJ70c zp+!YS2JSPRU0qNkj$#B+7g6-BQa8-Iu}y0`K{<$=Ag}&}t}BT(YM(?oiV@_p$AV4^LMHU#hm}r~3SC z@DD+-`F^bA4tPj7iyf737G6R4ApgH`9-cTuKiL5zO` z;`->=tb6sFiDN%vh|kh!0x^~cnV%?Elf%q$7eNR}ate5X2?4H(W#KG%Y3}g{7zCl{ z4}_Q?9PDc{lX(%Anv(zRMoFvl&s06!yVASg|1$Jse|-CgQNLP&=f#<$aSrfp=f5dW446K!$yta@_sBPbF8-?q68#lT;_K$Ya^y#^_wmzm3WN@ z^9-GP(Z(q_zg4F>Snj_4&5zI66yt@Wn!-=U7|c}0?|C)6C%G=K2vhJGT!>j%T#CRjkMv9A9yhwf1k^FT-gUz77`VTXof#bazT%Go zY$d%f2ob1jVgZf;qJ9HsmW5{pv+g;10+lc@AP^+7CbpR-BX3CK7=$_nr=RcOUCM(#@4qVWdb|;>!XC^M zp7qzo`oq-^pO_d7yIzsN98v@-8DMmo2|eZ62;^Jjs6L=VB98I=1^L_lWa_XSTjS8b znDcdT`OrT7#r;pR)5g1Yevfc&!!EevyGGGC-AI&+#u3gIL{}*<7I>Ly8 z=p4c5MO&eOYtIMPY4E#kX~BP#7V>85?uDLqjA+SQA3Ybvypv^rh1X`zx8;ptMRVn4 z!V-*(Hw8bUuz=e&FHCxJG3+G`3YdvRGe!78DEi(Y{VhZ{CQ3SUz~||KW%b_2V+P$X zg1JZ*NRm5Hdk$eV>jK`2_5rr7e`4TF<{&I(V8b|9e zX9xB4?&I}!&CROktg8!<5Z}Sf265Hf`r@YZ;;ie}ugAhU=j*2Dxm1WTJ7mP(BZC%g&Y$IOzF23I>A$uLR5`ZM zM{eTRGhXM_LL_Htm0^_lGruNu!F!%RE(75yK{|=xh5ItyySh3BUZMIrX?0mXE4YA3 zKq%Mo@7Tih+lQ|{F<6_X`dl(ulJdYAg6__GYT& z>HOSv?D__+bh(Y>+rkkFo7j#K^c|2b4#5z%XG23n8YLVU_?MnMH_yt#^2nx%ezLbn z4cF$W%VAY1^pJmmGuzCe%PXTt*c)le(bLfvo*NE_CI%IfMesH>}k5^x8FA^LHG zP`0$3-YetNh`@lm^zVlhTsjCX6U4QHZhldD;wU!=<+zadx$m))IebNK&wZ9kySdfY?`)mbc}$84h<&>vN&zbV9zbsm4~o?jjSzMtvPSg85iT6I^$h1KINM| zyHvq<7>&Si}GRQ!giDj6OJnlh8#nh0i$ASxm=VKi+)tVujaqV|UMq$8i;uYAP!GVZUyG<MewDvp1`S7rzjxUekUyR?W-^DYMfe*@KS&6z<*~pBr@cO2{JpM z;*f$p;_LSIna4^!!Kb)Cfml_EWdr!~%ipZKy1I~i1kg;wJ5Y7&1a&Tu55i7_X*BSq z8nl^N(k}x_c|zifnpV9_^cq&8H6BQlv(S{rmnqL`h~27w`|?%yZgBT|0Ll4S1! zaD1Iq`Hvdh^iA5z%3DyxF-YH3=DLc!`Z^xeCB3$t+-4zAz0Wagc3!q2v`C-vpeCRKgyf+NPyu4m=JMGd@p&bHnh92=MA zMQ2D!HDUOMOIO?38I7V{)%^#erpw}t6$d9LhzH?%4F@m4m#hu%p}*{6Lc2EQ*cfpe zRd~7gUQ$v>&bKj5R`7MXL`9{xP+ZmOmEUYA`MIT~ zpS^1H$8HuRj2OQ|QF#<8GQJ_j#f~ql!LdDHKZtX*&SxRR1MT+QF@wF>784GI0N$e= zUMWnPe#Weic+wh6Z%Cr18vrn9_z$|#Mk)UwS_Eh#t3BvtVXK2Zl0#5wa|sEBBV}S^ zA?H|ZkRb;8a0~{es_F4=OIAibH?4vrOifb@I(z=8xeRX3)G`RYzis2x4&9vJr5^`P z72>d{4yfc?S5v?xmt9<%SG*w>C50Ixp$I;OJuIXU&{TJW!IL#Qw^ef#Kh)b15D zJ_ve;P?3Y@mHkq>ND>a5@2*;wKuQ5V-zHK7AX`=f==zZgnl7>9kBw!7P6^`Hlk)N# z=;-Lk7Lc4A9^B(BP;JI1CYbUWjHx+bN{GxVX4}jNx=-kGNEy^#QFs?voq(bp+rp%m zye!aW?vwF}{E&Y#BO_n(2s870{N1&Zoz619Q=%4{EK#d{Lqkip=z%Td=i(0(V&cCgqXB(y-Hz@74UI#a}65ZeFmd(`@!1~1h#cw+N6ZA>hz5`mDc`C!a$7FO2bpFi6G zM`I3Ug-@V!)XPX-{sxjiR2@O(>3J*la=4eq-wEiG7FzLK>jk4Zc}e-+jp2L@7tkEaN{8udt}VebiM zcTx|-&^UDY$`9N{GSfsuj20}m-FeOdx?vb>orO*m>dl8wp0qeT_{$Az*6oHvw?hIk zJ^uFZ6%_@n-B@y#%I_3jDt-L8dhza^KakF;_^zTm(6}%88saCJ53WQH2*E#aq10ok z|1d^r#jj^Y%N`h3HU@PN?=~CsD>%K zY8(JT*$TH9y6m#rTojyyJWO>#(iSv$;A$%`iR8DShj$AZjVq(I=hLwS{ zvdHx)*2qu|l@P(v@F~eQdHiTML^;UfFb@dA@rD>;49zfM{QlSNi11d4`5N@4gj$1o zRU2Mb>;2a@lKpB}+IeDa`SIzos36?-F8HAke{mFjsF|}7Jy0y(1|pcApPxA9{sWB_ z@eX)Zn~{;mhgFBVx`GCUsaUN&mV2AC=ubSLak6S06$$Fj*`{(ncXxLp4FW*}_FJ#c z8II%^7OFWc6dBb<1z=ALLfS0$)}hdf6*6UpvIu%j{)17BqxAoVZmYt&dp9yj9_)yK z)@Pue8lRdHgM$!as=?V4E!aBSfj$ht$o!|4C+v*PY&tou%%v7#34i-jxtG`&W2^l{ z;{!x5cq!R`9^D90G(_?txL$90Q^WWL1cqUBgGL2fX5!dIu#f%nHyQtiUxf=m@a@~L z;O`HV1)m@*_L=?CL~bgyrM3XE(6KAcY&$S#0Dz>kliKQA%Mz7?^5VrRG``TkJORKFT{BlG{brzaS+_vAzt7)#-n8-cNj`z zAvc?-y#A&B#g&VNmt+PFp^W{R!V5Yw&{5(lfj$(wJ3N0F;^TLB$KnHaVI?eze|dZR z@tu}m85tSj)3JJWY)RtL?fGPx)y%(89U>RO9Fqt{(JF9)gGe-n_V&uCaRdYe2u&SD za?^_adF>8oq!gSuZjw^Ik?)WHu$f^SQtTUSdK45a)Ny|w0+(vkNTU416nq!LWcla0 zqn|Dd`>$F^?c1Aal+HQuQ`m242X$=zb2^2ElrWYJxVm;2WWZ$oF=P|yHwEXz=CtrO zfFn0xv`Du0f~#}}A@K91?iC^EUIbywz=`?-YT2!z0q}DlG$FMf=J`ODFzL`4mvqT3 zF4ll!$QD}K1KqbmYVu$>i-5T__%b&q=O(5>jL!RvOt>PEO=Os^#Wr)aqGl&5 zU}7Gy>>*W@5px}npR9|4j>gqV4c-7K8_3H6DU8(qXy=+*mggpqBZc4&6VeQd!gCmq zalbqfh9U}PKaDHiE-t0r#m%9ovV*a=X{If{Ru~ImDEMZk=D|55Yb!AHuB|RP_CyP1lk2t4P3PfQh+0b5vuCY>v2xi*)%pS{$_ZYFd`JfBpsRTK4BSSm~(o?oUg$DnS-ji`5u67WN8mxKj@Zw zh#mp#e9L1pm6H5Ob_o2#DC4q#kfb_XGSb5FCM8Q0r_vl5fnYJ>hpI-}J?Mgp}FPt_GQHd!VH zpE`IcAS>>GAv5-&28V`bVn{}2ioBX5murG=BXM@3rB1iLopqWciYR1Z2G8xrC_6eb z@(>D@)|BJ0f6~ks{_^UC_e1>j!Gu)0x`IqCN4LEjnFfCAHfhi)%4UmDP#0|Cn+o(P zzc%lLz1J`na)xviFz_KUG3yntrQJ~nw;|vJ`3bF6z#H*0mTv(8CdTa;Sm>~sa#dlB zLKXv~FXM1y)ZUSnmUa?x5k|7~(jm$x_p!0jEa@|1g$o3xawku|;{5|VAqs4qL1U)q z<@NVm>OR1z0F2>{dvN9>VmaB`i{x|*=|C4#Y$7Rz;`DzAqsQs-%AF<{0hpKf9KA}npR1-$p-8jAp=A`MP% z?zt$VvnG0k>P1QdU|mb6?uGG!keAr|6?# zR<<@6wa6=+$BtDs?)xJY{Q__by!$zRw;ZUmsPfpqNL>d*?Z#|FLpwVjoD299l5>Fv zxmeeLnOrnFn+muG=L!Z?WqcOo$?6#_-{pcp%VZgh(rFzJ34Zg)*B~MvBTvS;>f$22zP+MIzZ{=1SobD%we;l+rL#X7(s6 z6tXTO(y~WrNd2DY<@`h4E+*Xta|ah%6V5lPA2jf_n}&20gwDd7j> zI8FDfL7C^5mF49>V(6Hi;@n2~p*T|wj@55S_u7H(9>cbH5{JzD@M3Y>x zuB7x2d=?TL8?;SI ztI{v9%AShdf~tSv!i73II~|Kql}}Z%RBOs3sS@L z?aUf=V!tSeOU;pojS|A*6V*L1%ee)CVmWSH4?VpAI`GEz-ybi0ab^(AEq*hfxC9^ zc9}O%Tg_v$nuf*>!dIIv!`m7M$VOqP5m{u30Y*Yv+V1HK#8Hr`wy}10>&|}T-?JC4 zGqWSG87!SOqomKmeNZ%=l+Uj7=i7s#iHr!Ex9`L1q$S`QWcSx^-t>5Q@VMq2Fyjr( zhQFq*KSPD4WMgAf*>YAENcn|{c4X+ff)|@795}gmjahZAOAm&gF?!RaLR0TgHn$CqAj_i1QtQpQSXo#ATnTK<{rpX;L`fUFGfL1@WM)Z$5nrii?X|>yaGM3CS&&otrYITt{1O^ujNE-o(a7HVnh=$Onyi5otod-sNuCqGQTkcy2ibuMtv!0v^4wej6)P1_}@iNK^emzo*?- zPcUjqu3RF3iPOny;nR`!zvAR9aCfIt-$ucWH`T4m$jTzI)y2r=KLd42RF83&92YaQ z3v9{gecy85`$Qte&Pb)ZH$mIwt1O+8fpNhtCF-*xBA6H9Dz#N_qU$%kBLF z_S)GV>2Yj4xKtAD6qW4g`72b+2{^L>c|;9Fl?Q1O6dHQZF?jAyORX7@B}5HY30@-F z^M*p_zDp-ubOtJ%Ln_NUHHf7wO!qdWe$EJ~=)l$JIc(S-PSnm_;m^#PDszP>$%u8; zdgTGu2Pm)A{59`hJk`Yi!o(?4)Z}tt&kY%r&$uX+pX|5Arc0=DtV&W3ja3aaa{l7+ z^fM3(hH^^AHlaUC?{wm2v0Xavw^Sin<{F?91e@4orRbeI#{wqu`($Hg@l9ox2FS`H zh=BbdyVbktVD}&~k%a~5h3yVe))@E?{~~F8Ogy5WByX= zJ`7i?XjDZHPL8Pgpg0dg2O=89V1xRYh2p%Rd1_NGl{tS>*c|e=gKMWERn@0YpSHxx zPpBZgM&jS7=n}DH)eAUF)HdaV3hxMF;yJ_QGiJN`viOPcg%O(bOn2F5O`q?SIHd)8 znw`vV;0hP__vjK%miVsY5`GM0LyxmJe94EhCzKUWst#;A!RfXvY|#MbQm)oQ@%^HA)_YEXJrG}o&iG0L`F-wmP?L2&1^m8g#aW} zn{7LGoL2rdhoj)VcwYpR#Ip@~moLY2SM=T?--(%CKtg!MWAy4ch$(3H!EK=Q)G%Ht z?%;m2%-I-m1F(50mRm$!cy>Q(uKV;`XotL5iG-UeH;Lskx!hVdj|{~>xftYy$-yWN z9rGAD*g`KrgLR>-b&D2rNYEIi2GO2MHr|dc#mi@wTI)e{WYZ^>APqqXL9*&*zF}Tg zm|$=s(RF~rfCUN>Qt*Isfth%cR+vT?wS;|uOJ0$?Yq7z`eK?b4+NT?bRn|nka6?;)2GSaWtQWL;+S?vJHGIT}hHot&+7CpPdCBa~4$k^YSMJ=osY#hmXHD3(3{l0{QDqUV(trtwL`^$4fNh7~por`?w%$ke2 zgod#hU|xrT3)+&nvc}CgcI+4}9ScqkPPHvADKY1R$fiwLH?NVK0|U|_yx?4K^M;|I z4WK(h{(VAsBMYOb*^vWG1onLQ?%ngVQK#H)ULV(S4+>NXXP6x)wZpD1=7>0LF7UR(^L#T+u}vL;CSvQzSM~T{0kN= zuszGtXUy)YnYD}^0y*eggO19U}4;=t=~h)zzSa?T7g;iro-HfNGm&tC(B4LEqh+@)Qz3b0o(=odFmb=@I*yKFk8 zxs;`HgNQBm*dt1G0tG$oTR&24ooN=qQq4n3!xIup=6-I-vj)FgF;UIV!6A`6EuWvi zB``Y_9)UqePtTKP9K`IOW5+7ooR6C4TqQcnPzwxoF%uW+-`5D^ERT+Qh9HFp+jUxx zp$vID2G5HaOs!{XYRcqaV#U%`zDb4@%t%3cO+>9F0K7wfTd)vBf!7c8e`1T)BGLcw;@Bv~N|2JVw_ zIwCy$A8rq?wTvk}^CLr7*o9CR(M-C-gA&kHje}C!^40lSid5m;s+4WYfksK!uQ%35 zV&znxVeQ>c*kcTux{wm!5N?U>AH5`c#O{oRAa%LNz|XQH_uKk^dvkI9gzP0=ITmCr z0t=0#0hEsB!-3xmMFt6ChE5`U`haC*L1u>>(t;*N`2j8z;YrRX-W+6~DA2mAYc_p6 zy}O!m(D)aSjL@0?o?Ma(;!jbw)vjawq@6gWUBWC)wIoxlVrVdl)lqh^^)2`Q0&%&`HkDk+K_16{1$<>ErJA zPKjLtpWr_JaPj-M1sG*)o3zfArVVBVxu3#_DgJ$n@R-<0EE0qY^_pc=znPnZwDkN4 zKq&j>QJ4zL&Zi4Fcs^hs(M?2nP(0bZ$iVOR^#H=+vdY)t(uY@jlZko8v2=3#D!9{Qet!gw9eA!1ctCqU7zqtjxMnPafPg&|Qh{^Uec( zaljRaQP$FC#co)OF7&zTUxmMh&B62rZoI3$etLTBt;tgc}!d$NSnql2eFHT^) z1d0ma@rGV4r?l)nc&Frh${SfBfv`Y-rIy`DLg^P|=&$HS>h}151ESo5iSy_I!X*qZ zy|7Ey&O8Pl9@3YKIG1Y$IoCqNO6%4SkF4s8>1P5qp8&eV^K}#V5~@?#*kn&>IKg_v8Rq~o^GQ>kDO`UvDjjx>`Obf|-;+#?>Pml$j%+1Zwdx!qr z{2wS)ey$s%Qic~7Xy199fewS`y%jY!B)NUz>gR|#U>Bn~Xi|Q1FnLdWxM_>0sN%$y zK`@JniJ^uG;^0*8J9sdci{0dDsg7POX2#lU+X?68($2z~QpSjCpJLJL4K zw%YJX=qjf4IdUM-Iw~Q5oBekas2edA<;F(r@-e6JoJUh7zUyK*?mWGcaR9h_u^vEo z5W<=sTG(=S=~BH%PA}YhKT#*PkAsQ`82A8UI_u*5Nz~y&Ui1B7e#FffWdSXtHG66y zXl{-8{RK3Eb6Tvn62!s4(69)sADLDx5Uv~mTh=ZB1qJfF2y}+)cZBA=-*xDu#xpe2 z&_mB-wIEq%gK!IpgxxND?@^bGhuZAhMT5Z)(E=wMx$R=1c~d%QYoSgCp!ATTgbUtT zw@Y;m%wsTg2N2G}hN)x6j;7b!`G2eW{4f`(8(gsF^0fQoG(%aN<}40j(36{kdaR<; zmCMXUicd+gNr-k}XnKT_u(f;-M{~m&xm#RlVo%S|w&(*8N zrJ~QPZ2^ghcMO;OJMdN9rn_K)O>G>`czJonr={IuFwZYYQ<+9eTt8qR?Wj0}xTUN^ zzp-|yegIy;u<0A{h5d9A)@A`k6kU2mm1a;vf+i&;Ylyuo+rweWjve7EFdgYYmO}vo zKc)?CLP$*j_{b^9Op1@c46@b%hdpcoafA$~gQ8xHX2l0Jj$VG{1I8Li!oO~QgbtH^ zu2S1kc9A_DT{|`J1)G5;imi`2D^)^?oT}Zm=WE;0P-fwt?*CM+yPi|s`tPTyHWd^U zM7a&za-ThCqTG(}v9lwWT=phoyG~5%xw7+U^fnyXX^T60?;KbZ`L8}pgV=YxnSm47 z8U2+pF0bixWb_4*gJ`Kpa(vP&)UoKytXK8x?z5T}=NjrotBDicC?p3WN^s80T~;4U zAz_HVmU`zZ(Ilyzlc*jo>F*E(Z3J(s)~fSSSB*HWl&updCQ?tz^8=|J2;;t;vRt3l)tT(5$E`8pXBi+I1o@ z7IZM4k5kKylESuZ`3vZgo?B7F{0OgiBRm%rLwAPvj~_oiyzMpfG8D194FpF03cv6l5!l(Tp$-+$=Mpo` z(A$x_G;OHEk!{508<-_{>oT@X;V6dgP@Z^iY$t^BO~m7trPRDoOEe2o&hq>%%5@Sn zZ?NTtSXuP?HH+`g-!4sM1O#83?juLe0)24fbAp+fmAChdMACtmRs#a>ok>Rb3JQv= zE6P$*Qt}DS@`ONC2=P*3lo2J}W>OB-3uK`Z%7ySzzjWnkveZ;2odG@xpqKcA+ zm~KtBE2XD@cKg-bZ}aBjr8gI%`@L{2oy|fylp(6s?albELG|QRjuUo`|t=%Z`L&Cz~20~Ltsi>+N3>bhAeUHqmd@C7;ebU~t zR_9L8{0zZlriq{w}XjMP4+nG65k0Bu16v0OH_10qG=p4|Dz zho|8@j?jn*;%b((!{B^ivYykbGJAy(u(d^o7EX-qIj zQo6v)mq)AJtN6$d2e%ZivY?=#$sJ9-(~M|;E6P#i5t$_@9m!Vl0C^roX(MBA{(nEv z)EmL_#al!SFKnPcMdksTd3t(gf7G!5fPkk9?XTx@fY<`CAFUb=Fn5ocoHph51>Pa80=QA~u8)wmmQPsk*7 zQyYmT4XK`SnoJDB`QRx?$~YD85a7Wnj2Mh;*1-BNFE zS0PvF-ymCYY=Sq;@$bYoyU)2VSkU}_#UU;EA>>8@Zbjrc zzanB63r66h$e!%_5t9kOpdLzA9JeLn8G}+FZe}R!2e#8ANR}bK+3%@*L(J_Y+{;gjB#iQ$+16wSz6uidJ*fjhb(sMioMZos7SKcC%3=7BgXQO zN`Z;c+9+rwO|`YRm#s3K0Yhw@=nwxeyusWy`Feg1b&c_g+&|BVe|*zsbC1%Ywkz!v&9F;oKdbvnQ9 z#Q5}=D(cL~lRy}c@3}HU^DspiHD_nIKCU#S`$#|sLE4m+#{gpU61stP((3F_O3LBW zRZ-A(;As!pGp*nM)kn#nb$r2(su&s;2$m36i+<41JzqCB(lTdGWO&N#|5+nVD+KwH zvI{ms*<0I&f!~}+BhQfV@G;aw|Lr5ct`}+^6O7(nhG&7I3eTHN)6!ciQ4n<93-AT9 zz^^8$Hfac?XSDc!(VBY_h^R{WJF*m)?Su8+9B>f=l8;cYg%J>aD;huJm^!gji16>qcu3Nj40q@}fG+XHMPSxk zBl$+n)Y+All`>IuZv8K{4Tke>&0e-FkN=yBltsy3Cbncbow%40)T!a;a!wf4sSkXE zZ3*|k7a&;As=WQNv9mrkH3pN*irM)Pi51m6-{lg~C9S>{DwCTl{^)wlLAWSvayC!R z)*S)4xd|FG{$#C>gG-<+PCSMk?Gc3%m!7mRz{EFCALfg#Kh~}3!QUt)@wq|v0 zPCvLEdIwPnhnR|}CC_%P0h{yaF&vV;y{Ph6?rBErm9lm<7GsPF?>&JbD?0=6y5)TMPwb64(!1Rdk%3 zxt!a#KLoz{_t~?#bLL!z<1YSj*qd@hjYGW8KFQj1&j7AIVm=a$?BC(q3))VTqf#>_ znCCeZwE(ljrMzBog68!rYFIgp-)0_D)O)~yaLfl}11!uo$IjKw%@=2hd-tf2A(0hF ztO08w9Iil=EVYb^>Ntn@T|;%8!Ns_{Y%TJmhD0Oqd${wEK5A+^|5ppJ?4>KY!+HH{ zo$|=L!OL72)Y*}lX$U>6%F06DvwSsze=!;o711cLtV=ooZY^%DP4E}(6&f1aa?jCi z|ESMx{`cut%NF?-EZQAEbqNdGzB#wZT>8S8HbM3_Fkln_ANRE@}PQ}xUS|aa)n=#7+5%x1baAQDSFDmVAKqIv8 zn{LN3tcABW{}NHoMzT!l(&*YQV4kj3tc=7x3IIFp#;j~5)tUUmwbm0R$fh% ztYnr|wmeZh>7uytW!+gXlfdcgZe`~KLPpf~T`N3)D?qq53Y zuURAey+JLyg3V{;IjbP`%A~^);2a2cbI_y&UM=P|RqUG4bv)9Un4Hag2Wh*^ONL;1 zh=du-5{05N@8N1M$S{GuABn^dCBu_b%i_ixsuWxwxe6kt{zzFMXGk9w3TRQ}lz+A9 z(r0C7I|D5>kAPnAVxZyMp+jV(or6lXzW(c1q6g+iEGW=Al3m@A)XqUQL#n|EK!#UA z4fQoqG1M}MkH|dPYn}$`Ek8yckl>0c*u5a79Tm=4+1(ROI050+5z+elbDDDm9+Isl zvkc$>tBV`!T}plbb^PiY=lxkn`Z^c6F08-UOeexT%cH$QiBE*ZhvBd=nSk~F(la-aViV`|#|Pa{eVJga910VsZB-7J{w07Ct|u-AX99B3;&KQtB2nFk^!`4`WlJ^^RNWmixL1J$lwowWjtOe=@? zUMiE-G(~*ryvh|kR14l^7Ik2JnSREv?SGh?xx|YGf{jV#Cs{j}i_MLlL%}CG7%C)_ z){g3J1AR7Px1E0ftw1N^HgtJ!Y9y4?P0?@!7|0~kFca~l=Ll5Z5)WX?(SB&3}DYL zbFP5QOgztrwQaYBmd^#Ivg6}ohYT_xH@H^3fK=hqjN;jPVoi{2NeaTz2>-eKQl~1*=HOF`9rA8T_4y=5su+ZdG@Fv0w zc;f*iqr$U6kc{~hEfxUMQ{mcsx?^&aJ>37iIFmBas>0`+!ozmv>`m77TKenP$K)Mv zJzvg@Sa@wy{~<$UN{a#Wa}F0SAPs(9RAdS&wcu%HQn#kB?(ak8Ala1P6Q7i1&I4S& zawR?Jjg`GW@SNr3y;G|qEgpkV6O&Y40SI`wQ*5pA@>iqcebh8McP?iy1_aSQR7CdU zdxo8$w8JU#60e*Ln;_+OXw1XI(<{%$uEBO8^|rH%3|1s0Ea7SMlBXfGJ#qZF^g|rh zozn)*a5!Geh32vsefSWQ-bF9)610JpW{%cZ?&K+-NH2Q~G1Ngzx# z^i9<(BH%>48*+)M+O}Q0O6fwyqy|<TmmB_q~ZCE^L@U2{Hg%1S*%Sgz$OP z_)}?(lc~F%pBw*h9;A2B_OSia=NBJ4F2udE2&L}(Jjw0A2G&&X0jUxI8V^6x$1+?4kV7B0Mxyp_tDmAewrWseYT z^{ZE}MzPAZprZIOhZS52BJF_f8}^_G42TDG{l{j30h=X!0c3$$Cz?`)e9^bNOd4X& zx3tm4)=pEWTF$GppPc>n-u`BymU*~__*eIP{)|bJ22@&>VR$4wJ#wNHsxP!GB^c?C z(Y$$9PZN~@Vvt6vvsvtL@8QEc0}44o4W&V6_JnRClc9Fq^-;uuKY9Z7^5!m0o3?*4 zdO+ppPgl>|MVzZG_6X=0=d9bU4f=|GeE6(n3m&m@moBsPobv!c*%a+sdOMoLs;H4{ zc5wQse)Qa${riVt&J2nHRuuW~lmmQ5Dj~4*(Xr1yzc_302i_RYpgqG%C2vQ_a%Y52 z9FHjLpwF@d7iCp;n^8%&L^vLP5|@hVy}5=3`lL}aXYS?O8iJU357Dz3Ki-T%9KDLD zCl69bmeD3bWcNoVOyPElG@)Y+DN?VR7B%9x{EbTP0!MC5; zc87-VGBjChW#E39Dgm5sf-M2#@b9CMfZG;AI(gJXeDWVnQ?8$ z36AUg$&Kw%9XhZear@frwWIN(iROKC$t?X8RDqCql5ar6*q6wvG*5mKLz?$xgjBS3tOp%MUAnkF*&u~R{P!LHREf#nBK@ah-nk*7VXNEmCc$pgZLdy zlSY3}Ji8C9CMLR2yG?R+m+?aJSZ#!oMh48fnDpz#gP12(dvBKu*QsKJeP(dJaIf&N zya!J@>CavE@B6L0L^Mg)R;C?3|-0M$nxcd>ihlj0>AKnB0K-;GQr zauzwY>g($4CuK9Le!ZYTh3$x6t+!e_m?a%JAPOuq%{f>w^0A5ngC{WN*{xdxK>B_& zPLKM-_ct}p>P3l82s*ataX&`q`tDdZT5BK4f-Y_hRhj4^E7eOq@87h#*i7Np;)>Ik z-fz~DiPaZJ?RUn;-X+qB+b{tPa4Wt*Wgyr5IxUUBoUkW-3qtb}YMGgt1LeiCPD9^1 zZ^6CyEiorVC-5gkGy-nzvnGi2k3Q3!=7jn+fo>e9;m15Mljq@rEK3Jop(eS9yhO# zm-Mn6MaYN#^KM1hKd7P^j^@xa?$wE*Nw2R(e)*x+O$l+5nPpOLsHYa-X~mE|`SfMG z`Jds`DpuP65P<0$!OSu-R}c?9?()3Vo{_{Z0EstzGB}M49AAm+Yiqvi!gAkUa-;TZ zZ)4+*`uh6tj`tovPDZ-H2yYusxTt;p{&{G;XF&0?uSGei2UVbcrODCkaL_(U0sV!3 z{tAZKZrr{dajQ0IzIN-{2l{hp%+bw#JiEKx-z*_)%%n-j@^=h1H_xSHVxjgm(Ef$% z=X`p3J{N>6@I|w}{$^L`dSw6w?G_AlZ+?kr{2~8P>a;bsN&O1U1aEnb8}^jAs_r;O zwuK<#%cOOWE*51AD0Wt_hminO`E$pbnY}`^K!|}C5e+gUnD$3z48?Q2JwI{H-Y2RW z8WVWt(w3K&mipb*Rhorbo76iGEjPj^({iH(7c59de~C1LyH|58Qn96hhLWZ9Od6H< zH;cC@68vH>7N~e2szUzJjDv;d%O_{yN6VJJ9PD_ z=gD#+EJ-~#N5@8J94KF4mwB8@%BAKSsRdI}Kp`q4GcyVDaCjwS2eVyVt`JtRi;TQ& zNS`N5Tw(7CgZ&DoLJQJthI7kNY@5P-C9OMD#Um3zHkV8`i7$K;uvr=f#C+M1FWeL1 zkXJEKgOmkjyeLyfmLN2ImSCs9nD_2PzV-Mg4d^C z=(ZqgeiyHHXRC>5d;Xhe9Oeq_3_BAK_Xuqk!aFEksy6eaAz5jr$;ii&>O^)qH7t7xa;;LGeX=P zm>|yoKSH_8PoWHhCE!_je>LbDI0T(*Ls8{Q)5P;+N(3@qmj1Es!s>w2u+<;7q41DT z^Wed;g72AnH-XZ|aF&_L`JMRmgr%0=P-MyC@I>$F25~L|alw>+|7K&>T->3@?;hw+ zav!(qr9FGTEi9T*I3GW8!X%4wZ;hlE{GbK5@_{dvVKSu0h(zb`k@+aw#$}i%C@tW` zfWfM+%Q~O3z&|KxK81qt8r%%kg@<@_`x6qbB$x*#M%dJmu0=&bttmMQ`aK)0SEx*~ zg)7H^0U||>REH<9N4|B{Xc@cQUSa<)DXt0tKyhW-^~!C*!O65a;^>}N+jU}3bnD%C zW~hw3JxvR^1)|o0>m`^?JTTNGfX_o@lCeihOoW`>qP)zVe|~inF%dUzIg++KpV%tc zyv`&Cb6{!Ed#OyXxtr&Np5B{Qb?e5B*;0vEY;jC;XfbHeAcx75Z{Daf`T1#BpMZnw ztE$x7CN_VfxbVZKnIC4i(3`qVbIPVc&9^0Fn3->Cbv9$sD07v?Deb%K1vLHJsjHof z{sLQ<%Ql~TpZ(mm?p3RHk(vD!Z{BB|a!QNFTbaPzX6BM1blRfq+`oUW-IhK|{sEULMA0ZU z6bX^BO6Vr@v1484%(2_&J`ikQ5PRUS*T+6@DeBp$&vsaPT<`v+F-sV(Uevn<`OgW@ z(q1+(QY?b)Pwj5L%-p$>_aK{^8J~FMkO(>;1EJ`l70&x&y6@oNARq3FduSlJiER}j zox_Ki;wb~l)m7jGs5(RVa1tE#u&VKKdns+Ghh2AUf$4VPF&hmV#?QaaCcbwmY{VHor+2ZRWxptqW}x%9 zPL9j`q@Pywjd&+M_`T=2f(FuPkok1JUr;pFi}V!9G!rXVu3W)#)b5GujC*Ae2pehW zflEQZ_NAxSKOO9u6@!R89%2k^7J~Zrof!g>hgfD`a`JUX5)_~Nrl$CZ>lz#HCdx`XvV8fMA<9Oq%@bQ7q+EX2??cyS zybQ9`Ix6h5P^(wl>f+V(j4|eUT>a{$J)l`ou&dvybJk%dOtv#4_mpH!XTXx;fAZ(3 zW^w#PoPk()A||2WZ1cggl8#h~t&rX2J9l;z`uv&@QhAz^3Tdb7Z&^Ofu3Z(c&R%d$ zbZzVTot=2X*Y4i6IdnK-RDHksOORqCD<{8+_;P5^<*y#Nc~RyNIFR~mNblKQTd4(D zxy*(^0Lo@*L|ArH^(`E3r;=cOluN|81QX|ZN0QwZEm$DTnrsUXS?`tF!Cx>4!L@uF&-OrL-{KVRfzs-{g7&#*m>qi&lngwb-jw4otG4ngqe zAQeaQrN}fTbsD%}6rFlTx?e?K>O#D~ zqRFhqM#c|8=D->h+Cne^I#GbXA^Z!Y1YX02#}w*Vszj{c?NjZwr8DJ*3n!27!p)zb zp)ob1a-W{_8o=MY%HTd79h(BS0aoYh+u72sIyH5{bW-NuwESgFc3_|)EtO8#1=SL6 zoeZ2J_wuN59+`FatlKXqTOPnXjwugRZPB9l%X)4OF!a#X8!5Ln9Puz>U-1==jXR4d zlrd`1N`2dwNt*uQh3y7$oavb7clxbFU<8Ts>^wR=dR6`B1szfyZczlTW#RynMiJ{( zPctxoUL9x_&^^*x90?$)|AO^W*&4djw*IhRsCtsS?=P_>#E2X*XN}Y4H{4QB*t(6H z%Cj(gAWE4#Iz|a^;O;ETHNfyGIHUp*lE)=6=Q`yQr#1WWV|51Qv9t-so+e)PQ>3Mq z81?bn8Vv3FOjVsq^ePHNdR#>f>kO$9xn`PAnrGereqQs|c?zD(;YRD$t#eW86%4~L ze$=Q@v2mv`EF<0Y2+FSBc{@IwR_|uTwvPU0o9IH3ZPMdsa1gk_*N8^g;8m-is$aG# z87=`lD2k)~fYDvRZ6Gz5Sm(gg73%&92s&DWBQY$q9Ri9$K+~;SdRp}}BYWywKdV~} z$BlF%0~6P;dKWj{bTx#c8%onAjH_|yB$g+Q`ZLo*2VV5?<4hfYRhlx+Q0Bt6#cNi^ z8p`5z=wOCl&Eg-_j#G@Ud{2wiiw5bs>SD8`s9o8*v7iyrjL%Z#-2SlwktR)g5rT0k zn^NkP;<9zi^KagsQ;lLq;8=(wYA{vx*rOdDuWfxE^E&iedNr} zlfMtMEQkAsdkxT6cJYBtJ3vvmF7!N`Tbt{meWkF$bi{tGX0q1rzPTlyf4ZT8qzqNQ zoqGHBH&EbYzMGuH94gAP%S8-W#}oE>motyHH@k(xZme#Yk?Gz-HAnGGpc1Fe>+9(M z6#tw96XS#wS2avJmfgz($&sulMg{MmAFndi%D8Pi|A1*cJeu+Gc;zyNqo5I#(p<$g z&Z%SNDHH+QHHN8CZ}Zu8CLP$G-#xN9Fn%(3rS`LLeeMrEwWLrpO(>*|B+Ew5@wKPI zexB;gU?R&ei9!bePfWM&FJN}|2DnJ-%(H{}F#CzGn|h|yBSz&|-3Gs1aejDKO0jad zQO;u$;Lz0{+5^Xa#|MwZv;O2AaAq;n1DEoyt&)MW-o@wpeYNUru5O@gZ#7K5geklG z=%wWNaX^Vhnky|6G?CPA7Rd-sDCn>Gfx{m6x|g)dcMmhJj85`0Y03lqV;a>!B}Y>i zQF2@*m6b1#h@}%6F#on~xz8D`y1vbtHZ=e%av9e5P=7)B;8ZZ`nJ8n96wAcV$!F?+ z0ZY$@Wd78~%t@j~B){aJf5uGtIBLX*5nR`;2M+W^%qWFp-{W@7dcw3VcyZ>0X-&Vc zD_R&jzUbe-|0NKc^5p;&?I_c)k$`#iRD_p_w>eF0bXOof1MU^$4idzE;=bwD#P6JA zNyGeXsN9B_X|A-)37gT+je<({o1t*?@3lC~mF~_=vz>9vq{p=Chm;%NOSYRq76k1$ zMh(D-N;V9Z^oCEK?1G9bJKfE{Eku%-UhUeT>~GzGGc2|YAU`t4#2_S*I(E31DK+II zAL`ndun)caY;2q~Tg&D^Sbxp3!ranEq%F~JVUUqs(^T_beW-Pk_-S&_W-nQChq?|Z z?OgsG|0X{_oBk-2b!&pHzwBiodEm znCb0ovH`W|zAOLs@$ccWulT}|+6C-3fD(s~huEjBbi#zu?T z^fR4@tsWoaqN`+46www6Np#Eb<6p2dKrWU_yGJT?T=1>uq*SY-=I0O1o+ATO^iyD0 zGM9i+La&vUnxXqBAf{p<0V^(s{+RAqmWP;GYo5wg;7ZG2Ht~^@tDjIF5$>RubMt14 z20%Loq2c2MTV^_;^N4lF%`{f1_#s4RJoygnmCB>}R>SKW8~9f&i}uTC+^CVvqXj*q zA^HcxO@wPnDd8YNi%~Q9V^IOKVtP)?r09RO09$(~*)Cpu=#^DxuCRgsq}vfyZylnM z`B^_#UyE=A%*F)pya;ViTVv!M{R!Z>UuR;;0tR{m6?0CLAe}wviP2Ynz4MXT!!gv7 zsS{r{pqhJAQsM`)#S1DbNSjfE-!A(u`g&aN?AMoimJ>7pO{w3>VHkDNwj|~cHoqkn zHJm5L2S4a9<#x4aNTod^+>{(j-p0Err$GWy7|zN!;ttf!M2iC=FuJDSAgj)_bt8Rh zbyl`lNKQzQY{T0!-Kwdingv3)c-1o0{pNIxeyzu`Cj9nocEr?|uBJKKM;m3{*6u6w zC3hKh09(IAxZ*p-kFj3|bo-wKs(-*vFuVaMs9Xo%bW35e16mg!7D3`gW?GZH-M#T-h{Ak2o>U|l827(y;~VQX8pl7VkHR^dH|-m`IogKYk&+Lx-WBiBm_$ zH^EC$_1vQvYANFXrfasH=efFy)vW|wnkIvR17&^`D^;Jt<`a5`d!U}g6el6XJv^zW zKVIQCC}1KJs;2qeEb+wG@-|WfJa6WM!sGs;sIk-1A*HUmtgFlc(X~>Qm~QQ%7mtgr zC8HaRlqu5)=U%_Ql``OUS(yb_%dfRXs)P=3h6;9CF?}?O^%4G%g8AJ*rNa8Y=Y}UTZB!0rf6wp6^~ij z^9$?G+S+JYn<`zuaYN_X@pCcnF7meYR=Jq=i&{aHMvx`Hnm&NUhBYy$h3Md66e17r zS_i70g2;s8M*QxG)&?Md=*NHL6g@$x15^N**orr9-$(flZWxz&PJ{^3XEVB+?23&_ zSk~Bl(XwG?g3`FlZBQuo^ zcYV(2>SaLa@Yp&+cJ>%JFandLxNN0_0jP2TI z=1E#w33VUoltJTL&|Lcb`ZxpuKjj0FdV7ApExt3>TyextJ(!bnI6Q68`z#P(O3t=0 z|3r z^wS0yX3G6il#gic1NcMYhQN4nAd1WUIRVxUQ5Fnu<&yzvBmU_YN^4A>d!PH5V1GZ%r~$pE9C*MIdkT9*YNJ5x-sZ!U4bYcMLPzMBgU+@*p^la%KMXo;kCaRt6h()|dlMm4(lbG;H9VAivQNQasen zs9nLS^;KK6N_DV?_W*y?HZW+1eoyd`DTjCG$E!x;y+CBmA)>3k{7EkYrPhZWu6uG- zx;4Pe1LEJkM~`F{(9iJSb6OYIM8jDQWx|x-_lB1((0%XaGY^dKKre015fKWjRmXw* zz)gjc=ZBZPf6|+7j{8Kh+6-F|eYKf)dr|HTrzrkQLu2poHkrV&+625l%j=W${6&;3 zOY$g4Hn%R>1FI=KEA4rbX9|5h6|DwXp=g!p5K*gSh7ER^GcwfhG>-u*6Vyrl7tM>J z1Sj6h_vt(Bcw6Iad*ST4gAbtpA<1XxDGiP0L(2I4Q2vHoX+*w6zx@tcrxhz)&(hKZ zD>YSA3^aAWc$C4rSImy^nXqm=lK)y|TvB)c@SBu`c#L3)dV^b%Id-RYlD$v?0?GmE zpL|Bo%lq3$e8zED|Jh*_h)mG+dGE!`gN~4W1MnW=Ulpl?Tuo>kD*_AUwg9k*Z<3zO zYO1Om2Ut_=>2+c24ig6W__swEDFD~wbT#SGTp(NVk>D8&SXpihX{n-mQYQ)ug(0jY z3S8Xhoy(U8h>jSU8}kBNA?LPoDCR6$G(91_(9bJVgE^p$jhj6|&L4lgzAr2 zD%p&dVV5;#=1dJLPI4piaxo~SsR+f4iz6h?BD_yA4S~jwNDFleaM&GY#37o^MHVB| zkdTlWBP{eHzfn#V?|KDx!AzoYoc3B|m~n?~?9hnI=3#mhiVZs+3Qw;b^GGgYQAVL7 z5JcI!dHb)R+}$6N8mJ8o_7{H4{UW0K)6wmxV{E!K*+JW5RP~x-P!8OUTKM|;2yu#*2*lSR1Bmr z$k>XUY2wf=YvM@#6)eP18MxT43rPZ1tv`{2@{x4A>tcP~9^MM7riLAdEZxp5kj#RS zT2+k)`iTM)TueVgcM!Hu0$kxYheUDTm!B79N>MBhDEFl4`2)u`#SR@t1@FQwW}2fl zLunRT0d_F(%+iL2e^A@{9MveZtoQ-|{d$=F;YXdll?cu#`Ge!tm?*MYQWVD!&J*4ABQ7?!&Z*I7Vx5>c z6RDABX7j|3jV;9NSoCS!_J62o#CVsHPu#=jy10DHX}6Xz&C6y1*Aje1oXXRCpCZo* z*oJS8z(b?p{t#Hd0-13-5yo7n43$y0(F^$Zun1x+gWvE|hYuWpHvDVUqm(0PZLoE? zg-Z6@UL#zUwHbA$7h(`LBz>@_%>MeVpBUJ~Bf^Z3C_;WPU}d=b@;#)9OeG_Rv~?$& zTbN$~oYf%6Vt}v_B&4{exSY4lB7jVn90iV4beYe9z%E<2ZY`_MO4tM{D!wUH(UGU; zZBl%PGMq^RMcQ3>Xoi^m^ShVqVWI=FtM~VW6bdom!UzakwP{^N!uk2-UTUO!BtO&l z$wpzhC1O2C6As3@H$D8+IlZ(u_2eJYsX4g^t7h8gf54h)Vy)<~M5>B#tqp2{GEwwB zwB9EFlgdcUcWA}kcC7ovh9&@W;h88v+woSpwjAE`r*F9!*oRpZSti+oyDeZ!mRR}A zE%^GiYxfz$g_XMjgiuki8s!H4g$(WT$+|^ayFWSF9r9G~inoTw00tWP_po1QpQ=J>M=TKJH@gYb_cOUgd3jdj#zD4( zqM$14y|IVVPBi3vmSM<&$+PD92jAT~K-mdj4=Egs`cCv&_jl_Duqr%Bkdt6aAV!}6y{T7tUlmUJu0SfjUpEHS=KXAxI#tnwErTdsI zvOQd!gqae+h^~zH$-npu3#=KBk1xbDhPO5E&mgJzV2Rl`J>aneZhX$BSTTrbdf>op z*is@ArZF>aq)&6O1>e>FIkg7x3l5?#@IewuZ6dGFh*2Cy=Bll=AV;lUx5&L+FS`>E zeW?6d`Ygl<2t?1oG;dPmv3u|_zJTelRjiDMZYn26!L%(%O&@bm+d`to3+Nd^(aG;Xkt(t5GEZ*al* zOeVc8@}yvF$H%!JIOt~MU_WWn7`!dJ_wayMM2*{f`LJl~$w~w#bN4n2{N$qmz^qv^{RqOTQQLex{yTsf&N;Y$O~~*pB** z2N%E^_Ku_dXO%id4;?mag>-{V+@;bykX8FkJHCwuSr8EZbmn<|iiFt+B>Csfs|K12#tWR*7|5Qv zd~5IwF-PZV->&$39m@s*#dhHJY3f|>n?tG6uH9%xH5E?8`A(WV`FGLHB(g1PdLbmy z3iV&}X-3A;lVSE-LXG?$*4Ninnrui9iaiW({>A<6l6m8b7`iiYHjlbk%yp$9Fz>!Z z^|QiSFBLVl0|i$V_U_%QxXS0GWrQi{pafeWF81djhW-^HcTC1jMRy()V0dgt;K z!8=qSn3?^vL3`NLM7Q^NPAy^y0WoNRLn1BHc@M}+Nx^Lxm?3DEKRVn=Y9Ask+rnP$ z`8*Ejz5~ie=5yVc-VtJy=9Gp@Br6oMqQnqz@XuzOi%%Z$$x&O+s8(b6a-@X4VxSA@WLnuPuEBBHUADwy}iDUfAsA|9zDrZHW0$EyU?+V_@!{k<>d7- zQa39beMvpAKjBupsI+l!;Sbymy@#ewJCU~5rJKDm@Cbm)B%%hDQ1Fbr*J}O>Ldm1^?|p=VGX^gm@^=nEI#}Bg0k^(eTCMo4{$$Bw_aw2JC1*C`KxZg zP=&SQ=N&myLFl$0V7iLB%`)kJ=gN)zD8wUkmo0PNH&QU`L4)qBejdAPmnFhaj@ccIn(1#XuK9#K0l>`t_S8)~N z$o0KVOh_#S7m9fCMmUVs=7FaP85f zoxmXCOU(&phs~PUXPYOMjf_5+qZ-zc0asYos*&!QP{6ATi7fcsi-$SIsGJqgQkshfDM2;+lWz`R8*5tp z%;9CWWoYA);|}g~R_?yn%DJ|F$K>46(eL)%YcR0o=)+aop9x}L1w=S~#^iSfg9~qGqQde?w z59V83u>fmfw%Z;zE7|>uSRC#1nE1zc&p?H6p^8b51-uX2U-knji^)D-Ki;X5i~f__ ziD#;e^z+;(T-A*Wl=>PN*nQEyMmVp6nf5&Yn+J4Z=!6lJ4)lkOmvb)k)rS0J$d0S- zUH`ih984qsXgG&rKdk*NCaFNngRYQ4yN0wMs>TuN_FKZ0L(9ie zQjl2plZXGaqFZj36k+(G7uPwL51h5`N1FY^Q97waXeo@-8Ju~jRDs#07&);nAg{~c z)!p|h`{sC7xGUWcj_cYe@}X_ggk$wuEWI4xD*s*c-FEUE6BabXZ;I@7pGO0kl&78d_ybV%S!rZ`?am{^ZvU$Vz!8R~>yYok6r65Mn=&(F z2^hbYXNdYrF#n8QNAMH@TL(wcaH>R@L~;yp%@)N!I1OlpEs{)ZH&XI-Pt-?7M40g< zMKVRW)IaW{5QzGbSjjL-1hRV(P(Z)s&^vgsVC8e+MJBN(j4x8jqzyq<294xr-!Gnm z8M`(l-Ufmcy%|h>Er5Y^>|`syAA7yFpQH$JsjjT641IX7SNd`h&X!+miN6n{0? z^7t|B{F^)^bYA%NX&AFOqnW zbw3QYX5TIAbbiz3e?q+5-TLv@4*lRNyTOc)h{B5^9O{Ab&c;YB<`Xv*rr#f$E*nSD ztTcW5>mqfmNNK-*`6BMvrdubuayyP`U!P~#0YD0(Ss5=NDm5L)BhMY5NjPFu_Ri|K z)KvGAyXX1gJ=O-#CxGrtvS&MGJ<{X;++{|90&-foFab|p_zF{fsY4~xqKx55m~(AK z1<9+I)v^w04*n97ke4rBwZ$yq+plIkH^p}P^^%#4v#pBy~O96p1syf{{Xdj-< z5Ex4n$CvjvOK^G1;}n}JlHscl9}X2%Trk&;3kqsY8r$^v2Z#%vA^_+r8`Jw%*E);K zIgl=`QRB98Asarwezy7gl(9#?eYBg@!EorpERC7rUmF(v9QE|TzC}M$x7Zlik=i*! zG8QE}U+_g2vmPod)$05TK+?$#`~T^fO>V|qx(4lS|~sv=HT4f7q7q^sb8g?ElSr{C|922pw-)5_A+#hNQ7ot`m9WdwrTq|~+hu$q-T-<4bpAE6)v@EJPRX_l7rVKkuaE{^CDa%p zZQnO3ni2S12L4Yo26r-Ho#q_u!>9vIvAznKKk8Y-6{$;~wEDJu`?RrrgST3^SDNg& zd#}^a)YUcy2}h0u@o4xg;(mnFU@$yu?60+j+)Im1h)ls){3n;i}0LJ2@l zS$AwHXx*)yW`_`iAf2r`^pVg9IAV=$4JUF+)wionwb}K`(U!pUXLyhOpLckUNzxJkf?Z`iRP0xHrfx`hQ1$q?=p5S3Q2C1UxFSJyETs3zJMj(QNz=`-HIs^lb8B^s)HP>Ed1g$F3L?Yydo{X+Kt zP%3|e_h62>_mjF2#>Ts$fyFF;bd7pRAMKgfYObbNl`WZeA-3@B-1d(OOOEYI4lphc zZtx?XMBNQhZ?&=ht1N|w0#-1k4YRd0taFi&%shK zSsG!fC7~DY4ZT_D=hZUFi#`qN`M?#I-iv|yqZ4waJoB^PH^pHsa*nF1ulx5Ih?e)(z<)VNGLOQ$_MDM9jHUsqLVQCgwkn^# z0miq$+Z$}j^=v(1X9hMljH-A3HDTh!>qw`l+{r1C-#(w*XI*O<11X3axv5FFw*CQu zT+snks0JH(jQmHoqJm9|zx(APu@IoT-Sk7hCT4u=J;CR1u4&Y4-}ZoMb&W&Db-&xy zFrlJwY(Hia#kP{D$qqAzsb5+CI7TioHySKrQRu@oky_B;gOZ=NtobFX8`RkQ9h%iq zTg)f;2vpl=#_13a)pA7Re!h--cI^^j8|1k{feq$7DmyPRyV{h;F4Ma`G&N1TFR6RR zd16huGvK@lTP>8S@5Sl_ai#0SC*Qt&(aA6C&Orbhn>~B>C{8)^DlM_bu{f!E`5S%T zbm@Dzx9U~(6SVBL8aHk%>k~=4D>@Hd4^qvr5+Z_IZovR`dnpWn=zfyLwhUvH~FuXYa8hzPUeK8*~lOT;9Vb1 zwh)vL9p!5pO2BV>B@5I2Uf&IqMlFf3(|uLY*h?Y%*FUwny**VnL;HhATzT+dz@pu< z$4~s{>HhjI|An;l4MI5TNrg_G_T;tRrzkeJFJHcFKFG3`3?fgJ|B?Ze(Jocew&*#e zTw>S~sd%H=JbHz6=ar0n02L8v15KaZN$2}N0F8pz(#1)LAvkPmCv{(PktqjyfqP(S z6o$fz(ku&8!KsrqTg=16hiKODh2m)gY27`_?rO-g9?ZE>46mBDs}A?ab;XY60zKBT!}dS$niS(1AiWjC9fN~|EqaE_;;+SvKez=? z+-n@km7ITYde88i1i}VP2V}o|*@Y)?#mmlmAEI%?z-ZNGpy^q&Mo!k!YYF%}k0XaM zhk{0cWkhdiQEGWv88f;jc>8t=AB&I+=5fD%P1f_hXl=fK{N>ixlNAl2s;{34@s5A> zvDN~v8+?Z&+#Vl9bOM{vu8P4i@l4FRy8niJYK`j`wGfL&iz$K>+$$I1D8CUug)27q zD_qda3g!)kjOgRw(P;w$lr%JcJ1sc_0xq)>em}#VOtky=w~hZ;`WQA42+)Fd2uhX+ zoQ*BF!uK;Q`J0Lz8~w;F>+N@dtGL>v6CpB?rrz*4fih}c?0x{(S))=Td)@^A^t zgXNn`*?KfeDe-w*kS=aQIP~*c z2zVxc*HR!Lyw&l(Wd*|`xc-dOZ80qLJGu8JDqpU+9Wp{hD_2;~Hd*Jlw-r(1zo`un z|NA~G4x)vCh@zw0xyqRtZ_uU^Y4H$E%~?MJ{}M>O`4jG-ZI};EF1u(#*7c^1aKki- z-uW*ip`45B{Lc$h+q_u>d5JGbPolXX>wV+H!#QJr6l?g#yQ zZcQpPe>oRqe?84AuKiQeHoZ>BW2K z{U-acQ~@5+sgIIT11L`hr`vVuLS>m?KelJM%+H8@5@|$lHP2@YCW_=#^L0Ol<3!C5 z0wD@KH1S@P#>Jm%7bp2XI6QB%OZY&4t18Q@9d{4^J8Epr^>Z`RSqNd-xq)lQ$}Zpk z>YaE(d)&_1?(WfZNjkIYuY`~Uw>r6D58s*o}xJ2D$&kEB6XWrw4Pla+RftYm~#M$3xI z*0MV(DWi;x5XWd3A^q>qbA5mR>vr94*SQ?@`Mlq+*K<4`kLTk_ti-7C9!+qsZ*#z6 zR)2aj7MXwq^7>!T>#4kZLv6;dudRZNZMR`V-SOuPdT$B~Ga~4ennIX^&S0qU7II?E z`aL7#vK^+G4IDpJS$&+hPQ3ZVqsj?H-Si9o*dh&LcA1z%%Qu=y!MOGR!B*APg3{U) z&cS(rS$M>5qbIC4*)-9re*1x_tjYo>`{bBSi>pmWUY-VZSRhIy||C5X6MFlarfzAaGco#;tx(W4=FS5o2;lN~y zq1HpE_1Tm-f%N$XY|+|ihiz1bE5bnc|2+*PH|H+*l4##Efqg#;t3yqQ*1i=c<}(3i<)p^C_# z)pcvp_E$K@#ZP61yAMkU_!m9Ax<22Qs2ng&dTAMz&9moCd&nt+&E<|^(#x<9qJqnXT;DNiJb8k-ptrQ!k9j%HTYWhA6 zl9kjPn=VW0cQ;4j36qt`PBx0T4+t|hj72(u?WxB9w1SaX)-uG|lj#~i5)Pk1b}2$r zo@VBaAwcJ{*Dn7ZMcOO_+Je%Bb%aWhelm&5@z`ZnVroIzA(l}na_I3ke)Hz`klyxX zH;;*XX$npCrNW-8Wjdgr)5t@+9(A0ACPyYc38LfX9Qn%s2s}-ilfgsJL0(gKAPHys zYd64WAHeL`oMxLeUsGQ}FZh1>GWuVO`kfQ4c3k$ZUtIh7<5ZmryI=Ju*CxI9cT_JJ z(8=O!9rg7c!l*eiT*qOmJ5KvlH@!LJ$Msh22mUoJ`g7wuhZAGBrU#q!8oqvm{nlk~ z7kc$GKXqQ=@HMtjw`%`TLG}15uMi8=>Y483XaJyk6Hh?=D2Qa_SqPO+OIQkv7srLc zY9g-SPr!@Y#|B*?Ammcei$AO8vRic<$9CN5)+h1`Z}JH#7J3A_AH}ZhRFIw8RI>#b zARNEheyF!4I!{G?#69@**n<3D>$O;&^)Yx<0@t7c5<|_f@QOKt=ySA@=`B5(UQdTG zX7Xew@46^7CDnKmrXU73O7ygy*)sChhefdzWKg+ZzI>52Tw;1cG?~kCQc7-Fs0?pU zcSG?a78t1IWN?rX^N*YFC*v}L2TXtT0556yX=^bOJC?9#-$MFPp!%~^4Tv|c{@7TH zj9SJ9)0P|>^)EA#01h(CN1aZ^^!Df3UOL@&?!DHmeDtPSZkNrAasa&k&*79tdCHDU zd<-g)xq!BA%A@U#=G}U|C{@HK>OcMsY^SJb6k4iM_2l6=rA25$X-o!os?i&hVqE_t zs_xj3X-|F*ZM$TqwPU%F*^sBllA-EKZr^+Gv;R+<&U>mee%(88S?~7q{KJU}GlJi@ zxav`0(mgP$N8#JrwI$FvvWAIL!@QkX^zK+|YyZM79#yn~Dj<^RaxvGJPJxzJwn1>jS;qT{(jEvG6<#I^PAQo<{=a{I zIE4;((9OZ&fUPn!##wFFwrw8Gn(F?rZ*0lq=OD{zj3n#^v%;W}7^*BReURj^8N`6L zSs@IYWO-79h_EN%I1}e~^jc?6#{S}J9Fo}0$>?evUy4r5WIlhSwS~`6s6e}SXO2)S zq_IG(It?fmiDjUU>>*3Qm8|I5Pb{Q>L9JKLjrzIy%jp}~ckUGE+>&}*|O?pRb^ zHO;W;b@iW>^RGsKgMgtuJ8zva&YcCDSa89Tk2snBu&C$=mwixl?^c0fVVdM@SCZ5O z+?<&@W;n1#$>_zRIwqYV%zlGLLS$S79A#T-SmqHC4mLsObpvgQECOa+N90I2tpJey zJU$V}S6;+ua4iHVbGh0!b!SMiuFxE$05NQlosew#CVo@vZAiaD%L+h1Vf6*=8R&`) zaOWaeKR`UwsvkB+I}!}XE!B}#*RWBO0BenozJBv&6u2Sda=rzzp(8bSMD?7Td+%1S z;XUg=-_nfiduyIu;hc**D@)q0`57_v>qF+LK&uaI8)FmJdGe+D#~a++8z*)n*gp+F zzUZ>=(~ob@#8r20sWl`pBG2^V*U+38N0Y4BDGg?Y9l5-Fi+g!}edx#ly)@nSi$=|i zK2*i66Yv|lOt<~yCTwmNrL8wwxs&Mwp$KfZ2#w&)LRf+cW%yK^|8@j`^e<9Q;+$>-d*VfqGT(xGLinA9U*qT@Jc_%)Db*pC_N zXV3oBr~LiKv(Kl`^&2PlGu>@BFR|lz6ZLLh+yC_{bQ}N8XvWyxamPb?j6U?zaA!f! zu?AyD4mPrn?=gMc{M?<3&f1q8d-JF6-l<=ui|+LupZlxU`=6YDHe~F1xaHEmUspeU zsJr;3wt6AzCL-OxnS3|*e^61w=|M|wEKL_()*ssajHR|z0+g%%0H!xr7 zYohYDG)OIPA=^Aby+`gqlrNb}%TnyWq9yEn;bv+?Djv_HM~ z>ufvs-0sVd`D(iJMrP`|#w2|1`7rJ(9=CyI$-jRZJRdv9hsLiG$kPWjgj7iVf^{uFs;}8bQL?;t2*frvq zy4HnjVYd6z>Xj=;pkC_(ZcF^q1`3;ou^!foCLSLfWasy8-8j}l!*sLblBMfeP{z%0 zK}3?h+pY^%4%3jO!f!X2Z5L7SP5kT+96TtRK-SY~&X}}$)WnG=O2(c*QptaWLy^Vg zQyk`Lgy&Q|>3%?SozsUu&0E^+JyO-+K$Y9B`5)B-x~YVIQx3SNr0bv&d|q?fmEZ4& z&GGRWjzSU(yBm#a13TMBr!*^n91=A^BOu6a$Mfy8kNEwqnsYC0{Km$6UZu3(9I9Jz z{g~A(W=gam9>k93ob&sbzS97F8`5AOznkvg(+GP8e;V5k!-gT_`ZtqiRj(-HjE;kk zkB#L-JG(PBd-YT@LCyLsF6@YeJ7Y>+bybzX*eoniLmD%U=Zrjfkbq>U9(kf$lCd_0iOhCOY^$o`gKDIV&${9KZaoT`8Rw=B0;{8Mj!IQk z)jPW@k=xj`BU@G&m;hfsUOB0YpT#^M)5KMWk{B)Av|;2L*S>eE|MKrp*hY6qBl{OB z9zG-eOfEk!E4L>>bnTY7VUoWh)_eP^@sWoQcGWjIXyLlzRJCoZecR6bUKeA&$m8o7 zXV?D!?)pIM;L>-WvR0X*#f>z2OUkS7z49*6pEqzGX^s7*fE{!*r*Y(Hpr-cV(sE`l zh}JKd+S|A={@AhfP(>33M)I27G*gJ^^B_WB$3+qrrcKNE ztFVd%Qa6y=3l_Ju+gIxuGxlHYKGN_@05esxV_MuO=>57Z9du$hxD2{R9a>t3g4F(? zAW(bWt#kjalk6IwPI$Z5VoJ*>&E@w-{~Y$Z{gn4Fn^C*#4hLmdh)hkt3f zD)ar5TRu-SwLdiKJ<@OIo|v!*s~7bqrk+*CS+}<}P=tCJXdQdqvG?Ac;m$1`taAER zL*Q!6o%?Fk-Qxbpu(YuB6IW3kiKa$F!k@4I^-T-7gpV?US>bu}=d-vd zKyBOMW5?76?APKZiQv6-ayvbPChBm#;`cMPu;K5+z3;chJ+VXKt>1Rd9y_>nJ3k#fZaW&E3a8oJE~NbEwX|}iy`yg37r{j^hLQUo2_W5dT@{4p$WWtojA(qFAF^Mc0{HJ6@aqs`91<1?WKQHEq^HwG64*@;mjrs>W zo;#3K*wGu!p0%UhMz-Muu2vqosE+khtdVK};@cu!H?|UEQ+{PG_69Pr3K=KH4z{`u zpI2P8K%n6N=#ggr7W(BJXvGh&ozO#3tbVCZ&dAq{txWyU|JXex1BLdEqUE;h!s0@k zx%BhvaMCfiNz2wc?k-*i>Z8_8^qs1Be{+^c)$;y>xn&1l#&^wqvaPU2tLv|-rsm}~ zF?$Ptly_@!_D`D;G+EXph@gu#4v0q4WRXoKhCj|mY0Axvw#}adO4f|=ifh*{)?0My z*zwEPC2bSEO&f4^g=B$g5W_lsvr%*+qKyU7$e{>Exr%cDvh2}mjc)VqWE|ETmHM3J zTZkB_oWgyE0h-}K(S&At1i&RUFnhN1&eb+-;A*sV#M~7<@AqB2YM-px^=HBhJHhTm z0q)u`m$Q!vVFML0$B#EAP1+zJXRGxuyX{lP5E8-M(#gq?^;^ zz|K>qO$%jIqiCAz3s^-aC9h*Fdf#n#t12DNGXny0e|QGK)MBi+;a==9N6$(~#KI$M zuCA~32MW&Qi;1KTjyg6zKIHfB^-_uTXxWJJ)xGLhhoZb?7GoDR?Y7jzBKW+?NQXnp zTYmOx#pKpCu8s@{sO66?>r*~wO4Oqk3f15Qqt~htmFTmW4CT_o`*rdm^Vau<$WZ^ak)EJO(exKx`{BKTwhyBcg5D zX)D{;WTu3=>M(b>xWwMkWbwGL)ebB`@_;`Q6K$wbS!MhzW8*ePfW@$)%Svtc_axK#P zb26n(g2C83bj^zJW%7aKJv@GVq4>ux>ArFHJ@IB(Vp39Jv<)FyVW~dLyO}Qwg-4uJ^5^Z>NU-Aszahf84-BVR>NR=Bj_^y2O{p)Kt5A z+zHc9Js?hb|NT3@Chg3RKXpUk1_M|);7W3{zE}0?W>Z>)rqpu5(7L>I@m-~WFDi-0 zjN;3;Z^3D4X^P0IJ(x&j=H@m+s(r%f{(UC9vBcfJXHN*J6TjdKNej#(sjtgmZinh` zvozEW+?1Jp&*A>Czdx1)QEL>Qf*fRo>d}!(2uFX2J<-KX)Qj&-;$`FDHUVS3o{T%R zl}mP*T1sJZrki`Ry&1E`^3s{YN9g`4araNV#qBUwHrZ9%aMe_^%-kRkl{7(l6SvhYr$A}YXD9dF)1)oYqhF;UzYr9*<@2|Dk+LFG|iQ#$yQ#~Zg@!-;J~UQ-?3pSQfw~w6+15F1`8U(@%Y#Hd{Qg;L$LUP@;LrCV0Jg^-2XG1W6~mkdHjL z%BImJa7^bqQJ6}#fBd3n~;-SKaeelFE@=?v|FRJXzyPAa}%7eXBQL} z+R3a?uV=mITwR|fvcIdr13GtBqjwN#`{bLQQcZXFob}&o(c{Or3?DVfpb0-agmS#F z^v5cLfvuPjmqbjF?*>Bn_0z-n$?a#d&7R8r-J=v^g}9uOKct$eOj+zliS?+slPa!&_=;9IF?&4s&4LPZ- z1Z0S=#_lA(>{wbBty$TfPfJen-`P#~!O2;T7#9)7|A%vtHMx66U0x4mzk=0^TI@3i zwfyn%-18rH8w7A(^|R3PVOuCmY{b)cG&`ist>zT ze`)XHcb-q|5Duz?zVYM(sIJVq`c7>aar=mhc_eEK|>cE*Z@BgS#8uJyd z!B~DU8?|_GH(>MYUu|Zm&HUSevI;fALAAxHScaqGs6^<=4$1b+(1Hw)23CJ)Y-SeO z<*NQy_SNhkUa`2bLwC1^{utVp$>3kr(LbXiNwC@AX|~SJq~eV}+rl^GPb^llpJ{m2 zyE4wIi)@eUYHE5N!IVtu7AEcpAGCFbGI*X;R7_=S>*+ZsukoDAqM|HhaNYyj#eStu z8q?P^s>6gqU3~AY@7pZ)PB~(oVdmDXC;9L)y0ul(4{zL0}}hy7s$1%N5MEyIBWTTvR&yKmpIBa0^H#p~DhA66W>@jl@WMGq+{6xP6@ z(KK?O8&9U-VZBAuZA>>Hh*lUh2^qflEN2VuNOnpM{9*p!-aV_?v)gSrV4wGd1)&X{ z4l!>0k`Obq)aS39E7BI5`;EX82AFYUL3&XMg_M!m zr%IX;LLY6y1oZ%g3nKZw2v(p*-Yt`kjE&uEf3LU7z==l0fV>8oe&eZB0tSKVSyPqK z5@s?dBueq&8{Av4RwIWaO6@ap(xfIZfPt{ABm(iY=-RcbFPe$)@+X9A)QN)n9XWQ) z8b=;bCGS7K2SHD2Vn{h*Uv{b2R~EmBL5k2Ogds60K@Mcxsgo*gX_<$)sLk$REPs_?BU_#}@RH!d6MCzb?FOhzfyoYv*|fOwuOS~6>O4@DWQCk3E7)|;{y zo*@l&@C90>ESlYzqep|V3wNJuW;42zSQ3M)(Yq{>E`o?XX5vH}rUQ-~J-Q+0pRO9h9uj6EG-F=etVD<4LOD8Me>m@gXCr$xkk}kQ_AoP30q5AYXU|b| zp1=(oi+(=)ah-XCHSIEMf7kXyFWIP7t38e%+K(*Ly4F0tHhb4Bm1b?G#=5(NejPO= z(zf-){g036x2JJDygX_Bk1tB}Y`n2-bc1UW(#umYRALXHF;2kfe~1!?^Irj_l;N{S zsb<`*+t^#+E|VomsGMd0@Xn_Ry_(s^tkwK41T@`M<^;Wb%oq?Ui;|JvVE4G@13s|Pcb|= z$avJ2m_4f>my|HWALp!(YVN1H^N10LqhhP!b}KIA<>e(u?xNJ~FOM%KyY)HuQCsPm zK(SR7a&}SiCgs&j&6%IS%?D<3885u}$G#$o*gwyn^^3o6bl& zE?v>joYMMt%B-9I=lAgL%#m6XL==1zP2iz-PcHOx+E1HxKZ-A+t*@V39$RSN7MT?a zV-;J^C;V!`^qGpk2YrVkbD;vL`M{ntq27E>#K${*L>YDy6Mr)3Ded>n^1vTc(Bt#rpS@Kh^+I9MgRV?Z6^z{Wa;~Hn;%}M)H)5XdeOaA ztTIIbcfP32`nMkDg7R}rzCaP49KCk!VB)l4r%uHt$p@MRj;0)NdT_b7c8eCB2KJiK zI&VPpcpVsqpKGR1Z$n@@jV$E!&CSvv8O6t_r z)w{Z&ZXx|&#iBR(eVp$p&eeBU#jSdg9n?ABsX0x|F%|R1YKL$9(-GkAXWV7?FE40J zkE)m}&iku6yqNz@FuuA$eOfmjym!iNs;Y`kjgW##=W!(;AJZnQ?T2|LA8{|`Y@WMO zo2)ioOrT5wm*@m*-a5dHnx1~3+m?#f95ao&wcO2_QHp|n{b^xf?q8IAuWt2;)Ss01 z+&0N^o=LA>A!pC7OdG%v`cYNh=-^l5#ymD&cT>7hpbHl)&FDL10TG^cV%Xk)(PdH< zHBk%1F)t(Blrx&mYY{~V+_~xgfo2todsiPu*^j!~r}xP64kZH(8gF{8uAnzZ@!K=pt%481Y;MpaLdx~93{}c$v@N-NqE=p-JPnNFs~$li1U@i%6zn4O!2j5 zJX9bAwo3$=CQhetSn~Vs-Q3&}h%YHu3oyTjpKp$E56i*e%a?~@xw8d;=@lgi<`bvx z9g3i(Y%plvure~i>=mhS=97dt=;RYL0 zz`3XX;b56uY_6;p;7770G}CJFIRTqr?3q%9ZK30h^v-lzeJ~lsmq^>v zCT2M_)y!o)d|4t6Pf^xq3l;>E7^rxJ7Wt}|kF^}bONQms zXY_8_vSr$WRaH@3Q^z^!=dT+VHaY&R)s)?TDcx-~=j!B}i{cwP9vbfw`t5beU#_l7 zZQHhmF4SexW$3=~G!mq>E@%u>K)}eJGL1E~&81E$Y}7%H(~_Kcjf(FcRx;vGGEf0H zC02Kg;GLPMIx8|V(zCW|J}Mz?baSjGwt>43G9CX;5<2yFjT}TI6?=QTDkBPRVquXn zcv}QPCmU$ZH>_a;<=6$zGqo4uWlej09hC=pzA|^!dg1{+o@^afvj5QwmR+0IGW1eSSHccahIJcpidl}!q*QHC#B>Xf#^4hI_Y zxCoJ#Hy^1`Pe^!eKNbedecAVwig+DHs0MpfVMoREkLn?djiZ>niAGV>?;z#qkpOcJ znA|_72b1QmvY&M-e_r1uS{EI(MrkUmtE-pvOFVymZ?f`Cx*t4aLn%5N*-u@D?{Hf& zaDc92xDBVkwOa>7^vQXap59PI5op1ztwyLEO@;9|$UvKu}4pm(!{J0|gC7&qayaQ<2s{+0S;MY0uD=44p%Z$p&V& zUXH)=6Yw6tcQp<~PJT;E8Xph#XF{1xzPgtwfHDT(Q&am7&Us0(LBnXpHAs%U_S(#$ zyIS3kN)p(sf3Va|2hswf2dRsRh z-NfjSRz;AfU?I|BQtD+G7_;MzOQ;fY`*qq-f5j9B2dV1zY}3s!>~v#BOQVAetdHch z-nF4b^RClIUy~QN&u?imH`C5T>G0F-gG>2lO*v!M%;U0d_*TS)?qZ;ih!5cN9!>G4e!r+zCw z(2{H6XON9kL5B14^ky0j{0$d>i#E4FFVGgUY%W?Ht@nS!a*Na!Em96korqYrkf2(7!FZy2^>jOwDk1s1MskeA$dGkaZWgt+dVPy_tIU? zs~+1;^|Ch$d}FivLH_tFJ~k6?dUm2aJA7y(+yp=W2FV%qZ;8=AI&bs#htT!V{1ja{ z@QI;&R3F*B#%DHsm*lbJN*O1aUW5sOD}m-p)_E`^ zAoKgsm|f>ZX8UEiNSi|8lL=T5WIFm?LSiD#Vzdu{<%8*Y-9foz+=JHHyPa<*ZIfoJ zS0$zEJy~`;^}M0@*SXJfp4uEZ!k_6b{%bAIR&~WZ9O#c!hUy4*y_@lZx-!uIw0eE zb7zGtf`#d8GG)rWmY(tFNL{Hf-U_FJzl>P%+zsyDv*!)ef{ddz#h|3;XCv!e1d>Oc zSDE{8D4U)%>>pd6sU4{@^{@8V)O`FCs!V%dTCRGyPQ$m`tnunCTYv0tSa@Bzht2ZP zx^L}{&;A3Y(9W`M@_JS__`^MXF}+pD*%U2b{P;~Xbok66piF3iw%{KGTowN89H|Ks zYQ=nma|>3iT-=jk z#fERo*4Gxl+ZjRA{epntHTGkY*T0XNfkedR`Z&%CYvB8#=ZE}OFNys#r}u)di9eK_ zoP2-!KxkYnxReS`8`{iGbUv8CE`qz|BN>Rgfho(E%2%TmWl8II?cbkkvBP2Spp~8L zF3a!8UxaqWD@dN&&w4IP6H4p#Y2O@FdQCj)zWafA$a$34u7Ifpl1V*`!ma7E4}jJefMRc>LkZmk%u2 zbdQ$!9^mcIRmGc2xV1lP8E5oh+X`jQuI~MU=XBD%X_zdIU&ZT@l0}!k7V$&Wy z7Oi|lx4>a~@aXefuP4WPThf=Sxy|P#Nlhr}aS6MB>dNKI?n80zTHyh=bTXna${XcSn)|Z< zULfq%%og6Q8>>C+o4nhf6fN7|Xq=_+f>9GPhN1Wi+RJSav~7#eD!s@`#oy)6jbl}f z3fndIbO2sb9dUfQO=fV`koJ*+O977!)&IP3jCTBLAwOQfZh#I>_!RDLi}a4scDA+( zMt{JZ%TQv z%f)Qe@yeO`H*cy#bS8KjP%)$Ns+`f2chq0QPt}u$g~xFt)(W}*J&vk<%;)3@)vrCw zx9(To_W!g1*caQ70G&$l)?$ZE92nf}WhSm?AMfoue_YzCQ=Aye{Kj&W#$|h5H4J@g4u9niw0J;kC%^yu z_U-6(uZ4brU8}juB3Y0>`yrJ$kNa-hHuo?0j%CNjsx_~q&k-@%`i)a zq8Na6vGHpN3ppRrgCW-gp?1LUD|$rmt0-xq-I5<1bz`G3v}fO0&iV-&(;RlkFcuR6 z{PJ*?!R&Xk08hkUF)z2~^VcrcB4Z1aC}=ap!bwF`Mux@u4Ht6XeB*v{NXtteY=3pW zGaSe`i}t9gH-A?m{_y6e`F0rL^Kq`#qUqqz1J+)+M)|YI`12gTaS)%aV53t5>kXJx zkDzHeF?-%bn@N+lCciiK)2DF|?G9swT#v;L!w0eLDGQR+17p*Y@196hMRQH-)f<}@ zMJArx9+VhfZuCo2s^6U>hknMCr(YPd8e zF*fv^WT>r?r=->?=0G70mDGwYA|ALz+jkoQehdjflPU(i=S!R-^)Rv`D?2Tjnl_8B zllIO9tu_{-0uXb4!La#n*KXaE{;$WS>CjuX5ilI;QLw_UVafqn3jQT&Hn~mg4Lmui z{Ydr-n<=2n+Rd8zQ7Ur?oAF{uOtSOr!_9u(x;3P0vOx+G{uwO_?O02(uce|K@gZSp z4pdld?35D+yv5P@clBiU+xq7%2*`5rjq8fg(S=IhgA|>%a|h#}{{H^9)23-qig%9K zL}(J-9VJ_`=k&?gYexLDp8?7sRJ$E4EZW1GfCh0jwzKbxkSEy6$!}mbg17CAh^Y9^ zsvb2E5QfOihYZ1VTpbd46qllI4JoWpDGdy~41K1;7oZs~F7WCryVGQ469s_-%t6OFp>@aq0LnKL{Izb5av&d|n`;HQI$NlDpfCs$!*5g|gpCq3Ih87P!EjHnwV z+RW<$8Tc{MWsEnGeZ0|^16)$S7P}I)(DK;DrX96PQ=nt)#wTGF*@Y=}&o8eTVX^S+ z<034r5|9~Bf$lu@y)_6|5dcRbo$#D=(_X#e#W2QZ^ysONA3xT$nNkFEoyfT{n>lpb zt^E9Wf+rJkv&|CbtXVVYD^&A)u+f@yL@VzJ@kKzP2^7V4)ZX?y%*kJ`vKEM=c$f<4 zL-Fuo!>&yE{Fy}z@jT|PNTc1M5o*5CAB(r6J=IXajU~so9;*HMwYx06JsKZBFkucS za=wd;?T0_X1~(nrU?V@@&8;wIcmx055T7wLSNCFu<8KiIC6EC2J8r~?0M=(7>lzkE zn>%Luj2Tk_+=}=CiG)S$5oWN|DpP!wq@_p% zVzr|N)=Afm7AtM!A6rd&_Iy*~BaTTBVm=!Hf7~f{ihsr*J<43?*El9HCd{HUeRdU? zVjK~v1P`$1snt9ASnl{57ZF2}KCXkUIg0-g=>8O-wwb@cN)pIuQ#mNQAvv+CtJ=IDXxyR(_eowV)z?rfB}a(^i>@0HSe^}%>1kB+%eE5&D0op>z8$urr{?wb_|V8WcSQ&5=_}Grt1+M@!QS`gxi-&C+&m zVrmrHkI}9kvoE(MgtbWD)tNl)2am{%R3ktJp84^!eYO4SQ_~Hb*iM=M4-kG{E`3JAV_heF|k31reHri_Tx-c8=Sa ziEasN4lPpZ>m@d3KA2Yf(gI5c1u^d0tCtXdR~3dzN@PUlne%~Xh235KeWX; zGnM`JAWPRILu!3;DqeKNMtxJDk7u~>m zDvCBg^!Vf!j}H$_ISvn!=kWcnObA2QI7ShY*&OMA&bjwvL?Fe?=a0Utm&|8EUi2@# zclOxyS~_TATw!i^OsAe5LjlMHnjy#~&u3M1d+O4*lxj!njFT7Cr1l3@O@U5jYp+5! zUZ8)JN6FZRvx>Mj72Ll+0wO-i;bl_)&i_%H_x}wrUphdaC^~b;mlCRLRq8JAW)@P; z&U<(6f}xR-KTJdR_3Ji|>`HpTg2+xbr^ny9O^CR#Vwf6wC+aRgs2T1kSYN1pO};$0 z3s;5?E}Nr{Iahl+(V_(1l@!jxadQ9|fC>UJqt&fg@v(vODcL9^35AvhScXxshaUoe z0eE@^4OO<%mO;klkF{WDvI*Kr4$7U1!uiu=ccG3&WkUSR=7b1XE$|P4s%9>cB=6$5 z2%rH*@(_1yqjbGr8W9m8R*E8lXNCt%%O_kGqpATsQpBcf-d_mVjP-gJrxp}RY?Meu z?*I63V3qdg-5>{f(hPM-=!Cdvjyye%jxg+gSLqEBY+);eC-Dq z0N1VP(|shglyq(M0h~71OkX9LkmeVi*AI3D*OW<3#%%{A9Aa4rrKYUVL{DhN(Uw=7 zdvV|{{%RSuUNWQj%psmzN@}Vsf&Q-BXsGnbrqk6I}e108z^ zmA;&B{zsw?8d+-&6PH{?M7iYn(QG_FU9PFiJH(&Vm8M#_97-)QGZ|cFfnzwIUX8NZ zlF_*B#X1@dtW7nF9WS)wBorr`Y^6SD1b;N$UqefW`{F%zl%%_~O`zjABGXaKX-UN6 z%T~U9`*tcOd9ku;E8WR)bHef8BMiSp@hWVI)JG*(hQ%dtH>R*_?)cd=FF-63$&8xg zjQlJkcJCgwc+nzTY)Hx~&Z7ij-t%w*K8{shGqdZV@y34rSnBksuX`s8i$fUYX|587 zGaghCrEynSo21m#UCFbsVwMj?psAd=nH!$QAcF~I-SULA zj&{KkEy#%*!@-<86*p`+G$?PuRDOf?hVAd|O}8yrzH~i(E^$oumZzoTsdW>$s5j|} zd14LQS+B^fIl^(fx%qQF8qH`D8(GEk?=kD5F0=ah7_@wJnY!mXDdha0mN-_NM&`hV z7tDD_yEtns+s5OhBP?{-NDy~fxG)4Rij}ZU(0XHpVht26uS%R|`CI;DAC4a=Xo>Ds z%nS9>YPykkMW5fWq4X+fp|>chsELSCm;|wzRlmMW9go%5<>gj1Cmb|Urpg%V=RJG& zATSEnZsEwRqB?Efm+ETyE-@q@bSHuYrnMY`qW`*dK@8$tU9@x0p7?&R@nM*;-l{1# z6m(UYYQ%i?zk4n7PidTpfYgoE*YCIQpOzUqu_x~RyGI^oU15!4(_JjIxgNnh8mbqC{me!7Y7r8dmqQ)ia7bT+bS*V@ zAqLpKn)%ukf4G7x@pe1j;Qw!j#yTF4Dk5 zy64&wnqb@gV8T#OGZ)tm#ZV5tSPT;mMD*DA$vs|9`C3WaW;|qwK3$MZ`-?}%%nNo4 z)9x_b(}8@$Ls)hj>j`mRZ08u(!vH3aMIcQYwQ!! zAqXS3{i-MWcrl8#wYR?pXCifqQun2;xeb|gYMzYLh%EEb3XNsHP@i)t;)Sab$85NC z%Lx;#0({2zndhB#3g>wDSR21 z!H@n!a~M1}bI+_I4k4ewPIQ{qO2Z4-BAt;mS*a^`?r_1Z#i;7Tup#e6m5e){Jh5+-H^#6MM z+6CrXNcFN34y0al%=A*~ko5zBkcH9JkYav7Tr|roFz<~+T`cD+XB%S+Z zrKtV;H=}iUh0X0WjN*VQE6U@E#^OmK`Vp!HAfD=)U_4k&4BEE!q%ElV{Jefoq{{vw z+(J&Q0rI-uBo%qbE~0bzH`fyik@uV4*cMT+zJry4_1r}~5!!4qHe*ow25-R-#~uFG z7nBg9A-uHuBg9lY`WqK+!L-vZey2M*8MDlge<6#ir(4@BY6;-th9-%Pt%h`5`QK|H zVSE3N!q!3fwEmEY*`vDCSu!OjUKgJ_o7rMA*z|f z*EPseklCvsP{?n_IHT3%B!InxWjcNTv> zfBAbdD38=t$Xr_S;zir}@DFpEB1HwAY;ERlf8v#W)ZpjmJyqzWq$h?|6VZcgbAP`4 z@Z$o;g{k>{dyMY#rLoSn4*i1{w7r%n>+J1KbSZ;nNvsIgt=&+oLfTgDNFp9$Wwc9j=X(i`N8 zKM&yt%$@`K9Avslf|M>I2^qEm;JomA^!psLj0e{B*fCa)ZL9QSmA1Nq(BT2s#q-f{ zZkLZYwfSGquZF{maz7a?nhUTY)9}RQIiEez;qU=ef&L^UP3cpgxb{BIm72uw;xkOo z?UY@1a-HX`G4|`SYtNoW!$QTI&)?j1OUv&WUrU!~bQm;f`lG(@uhUKRX28%j*D%%f z|FAN?Vi`>@^#t&&br~En7XFj}8(F#j8ak#nCd{@4cS6Vm*wNe}$4pQ+Nqt2!FmzdU zc_ANGMpfDxNIG~?R;D2F$tc#k19yxX!kH`Y&wI1y$tbx1DAr}CD2Gay@DM=BT=ZxF z3MihK9COkD>z%Y)wYpin018SP6gvLS8nq%!Fh-cr55G-TH_qg{*ihLY{II!U10Nb6 zPl{w3LJ^lz@`PXX=DReozCXpui9N964)^SA9<{yC6y(X*TF^8cu8b z*)?UFfYq`n9vP*ILgXi+XhHxX>pt1j`N51y+m^e~$Ph(+#{H!$%pudd7`8I4-k7q0 zb(AP%(ws|CP=c^FQi#zg)vqhh$D27|r%TjNS$TOUrmLOc!y4`T}@3xRhgQ z2{i*^pls)GsR^+t*4;357@dQVXHs=ZVNE?V=1wnifyNFBDp}<#HVOg1z%XA?c&xXz zS=5+GA8MENCmtJ^Zi3tuH3U3l7R)nt7h2S%FHwGo-v?>p!>|WftOcPKsGhRy)vddC zgR#>S9!rLUC|ggbrw5~I2J|{#Laq7V4C9HzhgC>zjH(?-eoEq!2#YLXgyCmCm$uI_ zz7=2QywP)An+^z`fiQBIW-DNK7^inGzF^YT5}AXJnbD0h|I@tWcVPN;$X!gvHqj=z z@oHdsg5+S&m$GKRE22Jza+5uu3n>euqqdC$Id=a&9rp#)+Bku~ygiL7ek8#1iC-;r zbz=@6o_cunj;&iK9o(?rnC9vRU;ke02z7j{WeJN+xr03Eryd_SWlGAkeM9_5{!iP9 zXkx;IFQ`l1ZCc?-Axnq{>#Hj$-M_G(%p(oyau$?lGkyI=gkYU{^x?{*4R74&aC@?L zjk({#S5GtA0|Cun|Ldm~XqSg@w64uGuuV0H%yw%u(K~R$Ctc4 zxjUqEfbuR&r<>V<;sGs+uReYyeke_03%&NuE$?3Vkjry{Nopb!Iyjsx zIYb9R?mqwLPg?_n^M6#`>wo=X=3Go7z**qG3QE_3Yb5xZ#xBc#;Sm*-k`j~jK*u|P z4Dro%k4LB4ZW-~-2HWX;{PNs=$j>w&1S%43_T`-&#M=mgKm>8$wPeWV>&i%^$+00M z|AFUCEx2qqNUy}MieB+i4-5y6rUsSjju)?_5SjYNkEZh+ietNKQqkKiSkRddb&uq@ z_B+V5oCev?_c88RpY^|gG((FiRTXD?|Il_;maol~>{CuVd}+U_gYWCceiP=?YXh-b zGwVyys~(bL1&B(<(ZU#&(=->SVIY~Hu&{9vZ``{*cTfoJxBh3%rU%ZO$e9~D{PV&i z^M!{96Ql!udNHl!%xhR*NxdSeufBNY5-~WPuwTRr8EE%?SxW zTdJpG&HM=xw$UKqhkxI0(CnHleFmF9y`p@a5Z#PXSR$CNWE(=&s@bzEQHs)ixzI4~ z9k9$f;8$*LuJA)58E43Y=WP3S&}Kk3kr7hC7L>x3i6aK~Fjq=+4wS@n)ucfcnJU{W zu;_p^a-LhtA(0_2Fr%9g9ktGdrCC{g{3&wgQd0V`M4&Er?n8#Lz=qK?40!Hk7K}X= zQ*PE2cL=oN&N(g6chIuqySswlcmow(VWYP&WY>Al;#UC6e7xkl&i=enRMAZg%oQ|} zVwhgPd`p3e;eQpeXKtdi_&3N=5FP)31t^jsy@RRN?w3-aiPVa?xI%TlN$DSQYsS*t zrZVXPt$UpL?cMm`tbg15KP|wgHN)FgpMN^&P<8F) z{Jpj7@2=VS?DNBQX0m)3RKR1|=-{>yUJK+sac(GuvKUX5=!CVAaCEF8xxDUs69iW; zOT9lXJNa@H^YNfo)7t&D$8<(83UKCDJ3!9@K2Y#xQPzF=@UWMp6wIJ{Y;8|^xREd3|NKvMWwN|nV5(%2etgHfjG2dz`bzu(xqGA zpaj-uCQev-(qIF6Bf#V{sY~*!ze9=1#van$;m3=I0jvBg=~RIosJOqf(^3Z6gyJ$f4otW0I1>u(vED5HK%m{NNA0ID$JF zR_WTKN8r_~KFN+tp5m%V0C%AT1mDGpx>@n1_g7goC$>VsyeAe+U0Lxw!vdE%BpaKF z&+#DGA z+M;pAwZ%3-qEb`I=FrcPo!+~D6q}kQGpN_2OVibmzxs!Uj@iF0x9R)M&l-mDTnF6x zZh<=q(GMHq>zzN}K&Gu-zdIu0)#h*tU^T_bDZ{||1(2I_!??rZ3#g zfrbhT#SofI7jnt3i)QqHW=Unpo=oe%yzhVv0OJ)vrvUyS^hU4WzEw#GKO)FusZKSj4-HLCYdSDE#Z4c~`u88{;$jFv zAIc9g?%1&b6sv)8;u!w(LzTlYpZZT=G+3#?Q*{sWvfdogDmajS!e;d5Yp#W}lLi+* z*CGk^xqSJu+_U3tOIQQc!N^D%e_DAybC%WswxZ#`5H>j7>*oHzBg0lAH2+UlVxHct zMT_g`BWs7RUbipV+wbA3FsV@qiNV;zlZFjGxRohlH{44EEfSk(*cUvP4nFEH~nl*8_=Iv)?4N{_p>5vxyd<9M+DG=^uLr z%hhkn+g71{vHADp_U-*c;C)X2-bfuq@R<0-w!b=XCzAuIMg3cXMqCIpd46GK$f;L5 zwx@Ohj#P@dcWcCgwaQ~(6%{{laazW0)qx3C_(Bvm%u3#4olE()Wa&9m8d`A`~j zg(Y;`L+g&fm+SxDxr6l5zg1PwGg=~q7m$X-nx1SEeq^qwsV(;ap*2KldC9kjdpmoR z7K}>z4+sc6QtUFgw|?`p5>cNQwjMHMm9d2W$LZ5SI(c8mdXO?e61CONPm7w!u^O09pgFQ<^Wi*dZ!JW`a?RHR& zK!DbT3SwYFW^rp;x6z#5=YJKv^BT;jVr2Hok(KCfaq-Ja$>S~SA6a1ARTr+z%E2M+ z@wWkyEPs$n%*tWkF_(Gsie6_lZ#Z_ef9-xoj@%C`U!vArp4y<2=v?`}xH~m|W!@+S zZCj=wEF}w%&Loz^oILp~&g^8Tw`UGtsQ!D^Dl=+w9C4ny z=|^QV^JW!mD~hv}iSV+pX84XNgFYIycy#w}6A>UV!AILs``3PMFIT<~TwwamuQfH| zJt=J>IJOMXdS7*daJnHRIEt%=FadVt_*fFGUN+7}v;%dW*Co_v|?r_D35b;Ml1Z z=3{FP`tmenkAi5%6-94~9!!o{yaX8*CcEug4pY?&R|9+Ay}uPjI65DJlNsWH!(D8< zMreN!2V?6qi~H*_&NV%-*@tuI($m#~td%0i1ra^lS@>+h8eaG<09QX`TtwyTD`xXF z1;iq=qg;%k+GD!Z4|*DKPs4B4q=%Q_WQ9Oux{W>%ha8+S7c0O^PIH%Wv+lBK08QY?$5~8V8#0nfHzj0& ztc>JgtNfS~wCDYMccPw9;==nOZ0V}2DTF-0zPRV`60Q?#EMsjg58vyJ_u^KE{`Au- z=wo5?B5t+)%&I;a0S4>W`G{D|*3og)u833nCtr2VQ3Ke~ZW6;++?}dSRw7gixhcxW zu{N>y7Rew}%8V#*KJcC9Ll%>md8HvIPAt3s$D?D%6TS@DNV8JrT)xs%SV!Wz zUfSm7aGj#T;nG8%cIeULpT6}dGQ?nydQQCkn5Oog{i;d(;f*TjGN7w7$08>2MY_~YaJ`x zD{HK>;K<6#%6w^rAXZ)wD2QF^;v&(!dBmvtNpwcCX-Q6AA9vp1$+?8x^k!J#b z(7S*Cj&V;hR*<1EYQ9E8gS>#&p{YY?^%(IHU?B|pvOsxPq~^)j`C#69M=INc&vMxEnW(AjGI_(oijo4if&Jj>3u z#u7U;!8Yp}ngrDAmaeWHDA5XHs&Y6VE(;c@u^*Z)@daRv4C{dJu_?K+Uibr-f5lCQ z3{R=0d~lNb!AUp4airkmweq&g=*@dvVv>1rU=Eu|+KIeSL&FlqIAxunCKN9zR~|?> zLM$RGJqCfcF}@}BFd6Hn9QgO99>##)BzegIVDgBo=gYJrjyLEJo6!YiS03Pm@E^mW zLk;Lpy{WGy*if(OT>36OthoyR$ymN$@(%lA^^nUDM> zS(ZK`=6;3N&nL9RQ&zV~XyGs%cD&MUxA{3FKtvZ}2~y`!`ea$;3ZkcWZx5}kP;I;m zj=u|{%b`yTBDSZh(hT0<$S4*42^M5erWX)z3tz&MKR+sy0!>7UoSX5I z*uXl`pndzMpB-6M;WbzWA9xm0tI+yMKo=B&BKS93EVWku+}}68s1sUoxxMf_H@&uA zTzQkCv*E<;9QYjeoR~9mIfPYjt*9tvdySLloHuWq_|B~vxq9^gq%`{Wo7ReHeB`l| zhy0||h_z%~2AQF(IKDTTdyTBpm1BdxN=7{1n)Rd{qy46&Fq?1x}V$;a8EFR#a>P=N~wz#c-qn z{BmG=9vulLIGWr+8Tpv$?jzCyICV(_^dg{pEkqWAt`>jDJcnP$&_T;Hq;e2n6M!%& zn}GsBBPL#b>ndLWyt4A$J!1u|rzWWtNwEeDI_Ojm=ZHHU$U1fY)U>$h5w0oRb>&_`atx{AGaP{I;Z{Z z&$1;=jXln-u*ovaG4i_$8j6Fy=5NHc+Q(v?!7cqD&`wp8{s=x z-=jhDpyfk}#)+We?|5=D=KvO-z5v(26yFdhOh*9dCO(iO!h zM19%YMS_V*PR?DirF3QsJ-sl~8R;^n%sJ?BQ>YjgkC1qp@7S*&1?={o(Xg#swCC`ZIVmTMrwlIS}tsc74v@sMV!)LNNH zC0px|bqV=Q)rz_dv|Tx&*czR@Xk$gNMqlm1AWZm4kouW8Ca2DCU0*7Na+)|cTMkqM4KQNc;d;yCLW#M>o`gDZI=v~S*oy@$Ff zn3Fhd+MPY?Aws@$ZrLE%YV;7_lCNXvVWBO`OSZCnMw2WhGqYIK$i7f9ZyK*^Jey5I zIsBXbH3wftQq&;seF^jcIo;NCj${4sKz*LDJj-Tnp6N*2&F_)feubFA@V9w;dutDn zp*`w^8)y(ifBk-9YU|8pMd_xpZ7pL<-_bzgTstEXwf<|xfXGYLKd zV&AA#XHWB{{@KsYC6vxMvv05!pb=9Fg&-=@_6BMBJ=@2D7D(g#d2M<;x``JPE?2kh zuQ5i}$|?=iZYEwB6E;$@3bk)|NxMne!kite?PtdAvx=vpIOD4lk9-?)NKHdSU+ZHH z!ND`K&4Ctgp_ask;?p1S5Vj9k8ZMIuLHV7W*$s$_BN{M6NfZ0Ia>L9|%-e&ZWq-L< z4DJ4j!A&Tj)Qc?3+Q`ga`9;YgTx&5inLRulX90-z-!)&iS0A7}a5{6d*O$~IQxhgz zTdOGe+Rw-l%~tj`ayI9i$tq<~V~2L`wPXzb-n1Dr1{>z>tZ&Bf25mE`5&nP4vfrdK z!8G1x={cVT*?Z10WQ1Q=?j;c}Rc9mXmyuM>dP1Gr7EA~kiG6x=o#?^F78G0njBa}l zm2hFONPl3FXJCD?(jvcj(|)5(7O~H%Y#?|x3p;@pjy5-!97#Km?o(SiAkNF>_=1wpG8t*LWDb}-nGw6o`|s!}t2&ut)2iUUaJ(LNXbq4D zkc|uI)2!Xs=2UUh9vUz6DJ^IioqocL3T)iM@|@l_t|%6t#e~W zZN@Or#8R5#7oOe@D5yo5h0a=y32q#W9RRjcQd1qPT;V{p!42{>rf8|DDFA3MJ-}@E z%3<#_G~1#^1=(N@t6`AEND(%>6#u2LZ}+uWow?}EKo_oVZbNsx88YtI=sP)iN!3|! z$-b-s5qJ(;qha`eV&#%c&bKY@8)V^6jVhu9J_MbfFkZk#u2I&;nnyI_gJiWC0!ox7 z*N1%QblKjdqbU5q$$I4jhi>`!;ygr9Q*HqVrI)ft!KT>@rV>3B%P#iA4N@h`cF!-O z&yR1_?NCf;zq1?Q5SQ-Jyi@8_74=B1Rp>!+Pd52JYS{>33fkHfwLb_X1}NPDvb z-O_VpIFdKSO^h00Bz1*Zwe3fAe1|Uv1~ybIYdN&OOQaINYb0Y#w+ri=Rr{yK#OQre z%xN8`dHz)3TzAjwAoIH;B6c9wOEGLDqDSM%<|u5T88o`b-OSKA=5+zG=hOxImQ8Tm z>xegC2F_}yrs&3b9!s{)DlAmz#mlS0g+i)2Cgr4wAqNRUw7G?DFqQW*uXW4(-d=H- zar->_R=#Bu6cUOPRuSh@W>@f_?HwJ9-VJK*^rzZcsa0#Papeu%BHA9&X7gh>-|)WCk&Z*ZZ{TXZM@ zWy1Q?e#_wc=$#*U8%TlM;MB6^%vB&@^8s6Ri&vF5QdJef2Uh1}P*9c?9JrN(%1&f+ zZ1rhOgp|c7Jn}wHsbj~Mwh~Dyms*6U%$sNHXVvy^)0CtKxTGrh zC?ZUR++uh^B*K_5#d_%Su?`i3F&%AB?69CUqB!3{-|hLxxm9PWwh>KWu_~`6)SyhT zl#U&vvyE>46C3yBMG7uRAyt+wiu7`-^ZYX^uGt%iLKqbM)G&o0oYmepA1CIm{B{6% zNJ&9H`rlr-j=2gqjC*WJ&tw`kp22`oo&9zxKaP;T3oQ4 ziqt6x8UQXnT_}1=;?Zw5faVExST^5f@~l}~j~_3cc0R913y&~ss^#aa6J|3TWcigr zEJGTNh7`IokpcidYc#X%2}qyr#i(ZB#awXSieC7jmwT;9gIj1 z96PtO-p`XFMdo-9+M>J<`4Hhn)(y()uhA-dTXS1Jq7^2>53*TBAP~dDauCLXZO7g< z+GQ0nBktI-EypINVE8~ClhSK>b&w#x47%{uyF`eO4zhD@fHCq;&2K3_!G~NIngobK0MtmQ%33K$cg~!!Vb^F$ThSo94>V`1hDP1*FOnWm zu}-*fd&dUX6Q!zOEV|$dIWE0R*RHbsfmiECGb5H)=(g3JM+ap)Tag9)2?4TO>e~-U zV$pPUeQ4Xdef#$KH_&air@$Km8Pbt{l^y{SH=Cb@Z_|}^Y4|M)514IlPoHftV8BS; z54+y_UW!w1*2X|#=6212t1B%Nee#u0u=(XkW&z6e@3&vMB!a+?8&fcOa?weT-m^Ga z19IX|HEQ|l>2Z*yX+8G2UFkN2O>CQJ$VJkzWN70}ce`r0m^dGKI-+Qhzw%#&_vv6; z(DdVOk%dfCB*iqZDQ>fEZMV?{;MjC<^}f*1!>}}bei7z@O!h-(hT<~lsLPyF*QUAs zzZPIFFrjEd`E3c=4PJ84wgl{gcWqiK_Q8Sm+SstX#KfS)=!qE0i+jVs}k3D=?dzuxrcVEhbL-9@w`3?s*P5GU7 z;O(&>=g|gN_h7%}onA!+FEuaGktJpgSpS50IsRIU+wZvlufi|2>&7B%Wfb@bq48T# zkdCBv7XwOSr&iz>Ebc5DY1<)#rCm2etI@O zX0rCQOiB~Kgaqg9_s@k!lufO?^>kvv-n^*?4ixsINiC>p-v8vOe$TISShbEyV1Euj zGb}BLBaebWik!cvi~u}pAs$iG8jyC)4!dmMzFiFM1@9Ev5j!U!K{clOX-8$B2Bb74 zr!U6=xnUCoqwD_sK3H*p{7B7O?y?`PCH2wPZT1s|Rs$l-fqJ6oS5BOBbrN%i9$! zhDlq%r1|6Zc%~!5?{=1;Etgj)6~ZJ)(-3Gesw`u3O>YzC7d;iUj+1UoOg z*>Gm`{oV6s?mxogLO?SrWQk|VxzIyp%%eZO*?9O0<4DJU8cv>lwW;Fv?xSBFo-E~_ z9a@sfE4S#h_nho95DmD{502hAQZfA_&fHww1qPQ*h-@7&Q^q<<~Us@`U)YTw;jG+t_V zK*&6DPwBvj{kljpL_#i3P*Q*(zB%Yv247`9cI+|B4nKGU&7)Vo-mf_^Cinc1W8`+} z-xMiMTE*QA40bt=4yrMj@QLZPCRK9Boa#oTnLTQ!%a7C*juyE!tLJ4~M4AfHqB&*Ekl8MnFb*zVhhF)UeFFw14Kv?`5C4g|_TX{llcj zbHM0PUBYSvuL&vY-J^&8m3A3M(<<#64qf{&`)#SP-!xRD@MR~Iz3Tp~Pk-v>UeUi( z!^*m9BDw4aNq;SBEyxqOA%w`pVOw_Z`nZ?Fx;%1#Z{2j|VYqdDdV(6eK7kyBVR_R` zQ<`}N{xb<9v>V4i9Z+;I`|a6-5fM$FZCsKIOlYGYaIT;`IeSje#>)>UZ&_}Ayy2(u z2s~_7eq)>24-*T@Y=@zycklXyCVBKWYVEYH;F;H-Z;Xo5TZjcydK57OgoAw=yJHXO z0Q1;nZ0p|Nb;*(&UXB&O8H%jK*2OLH25ipZq^B##`x)7B7G?Fr_boFsGO{Uc2#>GB zmKS#r#~A5`RxGrlzHtB`>t(wI$PWNhS{#V#S*1I5j7~q?Z7BAM$RZga$U0rvwOhB6 zcYnY9CSJECTa+|3Mp$Fb*Rsj8msg8#yEa`k)V->+wabxHD?Z14yD{v3$cCXBbl$C` zI|N8C>Y;psEGV8YQ=ID^vrKfD@y5R78!bdodQyuo&({Nk1cf#?NvF zHUm1e8a7sjO+nt_Ml7InIWJq62+oTn^zx6uWi`ETCjULEOdpgja5b;Dj*Y$$ECp-FQ04 z*jQWmd2nNu`02GvZv6eXsNita7=Pwr=BmCT=0d+QcL<@l}FP;6uD0>L`*LThMRV)N<9L|f%lm*`!)CMUjeq5&I$PK8{x zEZ|;z?~-$`B5t_9e*(Zp#B8^2m3QQ277Y8qbC+`>ZP@#Fqbo{yEg9{CeurM$RIwN& zX9vutT7`kbpEyo&{%Nbz{6!k;-? zJxno{mW1`8D9Iz2pb88`&($^RGNXs`J?Y_lH4g=x*2nqaVT%b|dK!)#0Ix=cj*C>w zzgbWXai@ayMs7BP@1W+98A@PFBfC02x{><~6jcog9PFpP^`+@0b>8kr7Uas=JE$fHP9BBLx1EI6~%DxPHRzf2>=k&=ZL+Mg1HU@Lb9 zkVr!9oU6?zpaOD#Y)s`QCV%*`juH{Y$$7WSSEMo)LiiQ#eg1x#PyGGcrskjT-@8Q^ zie?3&Ev?tHSFiH)UFWn$%RK+=MQWz#LMJu}E_isbp^I)7N-a9K?PxWg!v-^v8vudC zex9u#exQvJiOuN;O^V+y4-5!M3GrFH$_>pF<{3<#EofWEX@KzQGS!f31yR^`5ERX* zF9c{=3mK{!_S5^`r1m|53T077|Nf#I<7&WJU-Er2X)YE%!LZ$8fvjUXX^+;&+JRc>Uvn3x!5K)k4Z{u2J4CsF)R)S(SCUWtp#C4m3PQc=s@h_;0kkF34<1`SI zfla-Q*Vp`$4foe>TFdf<$%m&V{Hshh-5|?30l9_gz+8kVJDU3gOa)rf0IOWavkt@? zb%A?AV$Q(g2$fIMR>~+Oe3eeg5hnc7r>ljlL|O&Pex8t!A9n9Em~RtBkLY+%<*|#P zDUiMUo%i6)ZkO@~y?j*TIi$!0tv{6K;T|3L#@&31&>|oF1NrlII#a*#NBwAIiOa60 zJu#T-L2)63C9^ainS1yTbZ^26Cs~ua`fg-D0|PTI^_Yh3`pO(Nn1YO?p1OYtB!<)h zQ0&mNd3#p5%Q6g{*oxxP-mfdt;1V+R`L65C49De^R1EPpL~AW-Tdq`&zS>I zL9`$wg*;X|26_F1Gfg+JI$o8r2jSoV7DtgU*(I`#GcJ>voK#+fXpOIJb^+Otai1K)T$sx`loy3i zg-9aw6EI4O8%CfL1fS+WTiz{u``4MRn(;}eIQV?FTW5!P*%51+kh^6NHoa7(y^ud* z!_KU`)BT_K?%nIv;?dW-D5TH-EHZi*W?gz_P|b^P4@G{&KUW<;s%)rh=3V^(x*amHn*_u3_QJu?bJK1{a0lsmDT)!g;_;x^2Ki$}v0gbGpo0)|E9 zCr1%9M^H;~bT(6Hz+vM^9DuMM^>u3Rq7H4_imvU@=v(#cXa3qACv%X(Iirx2p=ucz zz(y$a^YeljC?!GS$*tV``}*yE7H|!Aqh5RS{rGzwC56nnLQno3vTV=F2^2f|ji#)` zfhBXw^VQlx7Ov$_Ggs|&?2i6`NPmD3z{p}wS48zx^pW?s7JZxK=jOv1 zm^aWS>^i3%TkLnuKj2(7sI~2$<}>OxCl2cLSJ+zrQtjYful~7Kohs(PjEqe=pO*3e zPyII8gKmFadj!sdj>%uP?p+yLoOKI2bjU98pQ@^= z?ciF9w716Sy|L%BN_4h6b49htR{fgg&*o|W41HAmf!N=Z0DOB>W5eu;Ri{%@d_ec- z%$+L}z0@YMmVh3GjT+wm<*iUD%jOTd)F1E7UUcK6aXLEw6B~9NRRZwSW~MQof$#|6 zH}7~BZVUDK%?rCXEwmFy1T1c3`7RF;kGa4DPkFsEtIGH)!0bq_Dk;DMT?W}HJn8l* z^SfHaFVB`km-b=sUxGBO`UDrZ^#>A)Eem%qe6n;|(LKiwRVSvq4L#cR7C*i8f-SJ5 z^nkkqpY9g8iNt90WG!GpV9%f@ZH=%$01Cc#cxKV8YqxLb19iI%Qlv0g)K<$%uRVc|6682iEtZz(W!N!XznHYzpRF z-Vo{bl_Go!mr_Kf!&-G#Ybk9G4A|`AK!g|6UJlr_6Ln4nP43>O&t_sI!W8c(Z$Hph z>^?q(l3tc;^|d>5sh0|E3XThm_m4l~TP*bqk6bc4sYkrmMN^9uMY1qon@20YCxk)* zj(8No^SY&(cjLRYjY~ZWeeBq7(J2-8eQ}jV+`t)c&vq*89%%@h)=RsiTQ+)}e#mlH zUaZOqW_pjGeLCdoa2^_8duY<@)14ex3QZlRc{F|K0LnFHpB5!7U*zcM54GOtP7e)@ zJ$Vl>ToWA^sXO$#bzLj=5pLlS)OL%gP8!EOQoQey*RFy>k&fNzOt00}lJ3cFr&fKi z1LffebbzZZKcKBBPM$07S|oQ-PslWDL5B@uIt{UYc+X5v7&i+vq(C_jE!vZ6b8y81 zCTMo$ct$^VVTz@SSW_^Zh1^8EoSTrWr1PAxFq5L0-!IP*t(Qy;!-E;H!If>tQC0sg zQ$(`HKL$u6WFG-~ww$GxYa2wb^jw7js|e9L7>*nJXNf`kzaoxzRnDRyRz#00Jdt#7 z>6pXT#vb+5w`#U*d1Z=C!teobgdAi?^m0%evSwFgTc|`-O9$?$qk(*7`UzR@f_kt@ zlESI@g~y@s%bL2Ca^gs>cq+n2_?gFKF`*7%KkDU{I%O_=78An8FNT|~?Ffqiig|^H zrBvLwq6+`2oE*QZW^2|17{~$_ipRZfUz0;wvvwuzg!f!FJ*raZaOxGuTG_fU@qL1O zVRCapI&t6D1q~yuD-o<20?IC_w1s8lg5`ldBOEsiIli9?Ln%uXr0uOv8w9kkE;q*3#eLwZyL6T>qq%lgD7K8Rg~$ zvC>!E!XRwAgzY-w!2=a_2OPPXjm?2$yGF-MUVXnPrsyrE6G{RAT3Z**NI$SjXdQlM zIXtNWOEO4-7`VfGm+Y=2I|KH_1wC`e)hdf4{k)Z?}7$}k_8y~-T`>u)Ka5`Tzz5>VqjEPZZvXlSGY+NYQHh zpi2TY2>(lkjYHcr+kHU+M^gJEt^sc5?FBl9Gak(3PioSS{H=gs(qxNiU1?t*tIW2K zx+hwvP4l=MyJOs44}K`MzAy0-RX`y|7fkz@!GIul8pBPJ$pW}}6mR}7+i>8tI&kN6H%P z{%8xk9?n$S@Ruww?-G(A!q{uu*c*#nj6D3?#^m%J1CgN&)u^tcb8}Grq<&1+rErLV zyY&YRY9*dOCr-F-f42u0E!qK=*O(h>EG`JE->=`PMc-#f@s~*s&7?IZ{Qtb)7ZJXX zMeGQ4IMiXxxVkMHhLInVlx*JWDQ5XX9jO3wsQbi2TN*0 zWUcW4$!KEVBbC12;DmA9wv~qA<4VQ&peey5kBe*TrGrcGW+d{6)eK0mZOLj2cjy@H zk+^&4{YY720fDg)FYGf{({XSbV0U@L;}c)B+nHi(5Oeb6ZC=29+7|=-0DhL5UKZ6} z1~nnF*dUw(`-$3WB+vR0^q6xl48k1+tbY!>{s zjlUzp(jA=r0hH7~J=Lq#`Y+!6?-(OTnrV|Gk=$%0)Vp%So+87ZYd~t*bL%?Ar0kcb z6A@aKC+>Un=)%2cCe`CujZ1u!wCnc}L0ggDA~3#lyaF_!Jt0VFsX3YXY*Vgpm;4V@4ax^`W?f*;7c&_n1>I{Y+?!QuA4im+K;HEGn zr7Py_`KHPkB6TM##Z@qcP#KbiuMe#OSZF##Ak65v{};+c5!FUVcVwih0s+#xQ-KHL z2yo)Ji{?4Gx>d`T3ZKMj^5Yb;n@XSwkUo)NwqE;F)jvCnUL=@sR(^ggx%2n$pPI6; z2zL=KNPUi~2r_%yOl68dT;1;o-BxgTvX# z!%QQm;J9Ue7w3)Kz68*u-NpUMO{yY)I7V~m&hBEd}%Ria`@MC`8%V?Q=5KDpG^>nf(8X7A_y7#=sqz&3J z_b(m{WPD;kiZb}@&j+2W1EFplgs{ay3qvbJU;Ojj7p<#6+X4~&^BhhpHkQ7hzlu69 zy|fKwI<)*Nn~TEtkFwndq9?hTkSd-)!sM~DOeZ|ki%J~o0Cc>Zx=R|IT{zKX#V+BA#SBO1A=Z**;&4EyQJ8ie2{QSeCx7RDDnW|p}f?U5p zmOmcLmn$o18K-B3(s7*W%Huu9mPH;NAWIOY8qhutWZHibT-2+W`#234+8GO|QHUGC zCRFJEMGA>b%Wv@ZEH~!j@^QzvIO03I=ot4QIB_ z*v_*DPyHOV;+Y~X{NjI*#V6-W3#v zNlxnHW`noYLsPhVjY;LyssFD9ShJ_Oj>aA<3qFI6jtaVG zkD$F`)**`)nY%8>`^JP>voZ=lU+SF3nX2I2%C-X%i#^I`pqECaz1Uu;jm{6BgEJib zx6#NI?GZ>Mz328I2^JBS2)MtV3WIm6*{7PR6cPEoRz#!j_VN4{6UvFK*cT1zZP zZffQxbfq9Rph}ec9dWwl4a-tHQib*z!tGW1#rpQ$RZUfKm8L=%7gUe$ryOJhd4iq~3PJ&oYe1e9s6mD`j@L!M^DSjKw_2^~SF~14khtWqu)t{A7Uts_T;r zZ8?f+HkB(NLvX%gE#+UnJ0{)z1ntli2df8*Dw2>(@J$|^^XSx|xeotgxl99scaGsg z0*w7AT}2#~(F+c|*@Ow(Pp&`PfYwQ-b_i4`#IMfm=PW6DLj2hH8U)g^M}U6KH^7#8 z-iGuHOsZOlaMJyep(t)vckkIVH7yZiF-%we2&A&$43u*4*~lXc>0`yy0CTjuhdN97 zshs2nV)G#HfS?W>y=1vAMeAs8qz5L%G#06DBSVk7cOb#Z#25mv=jG-4DR0W~fRVu` zMv+dK<#l`epi%kvjhGO?B0T5Vxf%BvDi(S?68NQ0Up=AH{0|-K5N8#+jT$Das3>)$ z;c|h^SyRn1Iy-KK7KLkmy!8?53?>n7-rSKCdxQx`C^NAdE^|5%DuQ-OQnBP?25Ka& zD$efWT*f7pbVB+!9FxC?$qK9qK)aa|nz*@Sm6_D*j6dA<9cg}7RYa6%)n!A0kB`qH zqh*RL#wUrU`Oru|T=iskIsU};$iEUkWipfaT>2P$3!Fh}{(J2>uFoOo)Ui4}BA@iA-M}z`tT&QjTdM!^TCw5-B^O^*uG^G3b7U<6rIhBMSnQd0?s8sE`L(eTq1a;9M-++JlxpmF_9qG{nPCDyT(Yk? z5k7&U>p8p?aM1I$b)6$ykEs0v8|gGGxfvu4AqvI}$%cMENpR z#WaWryuhesix_Vn)~8{|1GkO%IREili`G6Ok8sJ&Ip>l_xv`>d1Bi2T=_cne&N9Mq zrCs+%-lae5uUorPGq>mWYXv5zXq&huxshe-H)v{V%2svs5N7;V;f(Nz6_RR+5j+JHz%(8Rcu;vPS^ibY@JV`6+^yrR+i zqwiuKGKXWv_|y*k%|1O`^CW{5&e-2he#@DI>C-3Z_JP+E9U3zICOkzP8&ngHP8JVg zX+4RLM5?5&!zLNO7#r4jK;)Lzk-ay3hS`#hNle^R=eZdVzD&I(n%IcQNGxF*!oXk% z@IRZlUQr1hH-tko2m*nlsEo*@=f8$8MDRB_4KtJ@o_asx*Jy|dtc?8dN5yH2*~i$- zKpZ%wx}@D&hFYRQi@!xWjEtN>;ep`N*VGIRlz2{DL0-5kDyr|~*|y`k&rlKG%bzK- z5M3%MCM46#ZKM8={fUM8z~`CQCP{&){`ZL-OR9XroV`{!+^+_)j{fA?G3mnrCe>p$Axd0UtNJt?%9oZ zQaAeh+8)=@P9tV*`;0e``nJQpyg~-OI973N?_~2r{iEh*Y^JuHVyGWHs8x*9l#meT zu%ESsOW!YzJ*ag&;X>5TF*}P6{#t+eL)D>c!@t+AnO9OZKl;M&0VW%IT`k;xa@jxg z4FywCs{Q3Z&n$Y7RZx)X$nzt;eQf+ocCxV^)KMQ>U*JNwuN9}6C(UQ7MrbD{7R7^y zZ1RKFWcIKUabRM{8BU^X^=ScPBj%cb4~?R&F5n-~aPs%8kFn)eFpo|HZR1-7l3(O( z03@L#?TFYEM)pGU#F6IlMck$4$V}}5KTmk}?j4gpi$&nNCMy5B%~mimdfW{)=U8gt z$ATMha;dB8{#ln~$;+bM3?$#fb4FAgU}#PZV;CD1o{rj>YDbDfh)`>NfyGys56a+X z^ZH~ULxw}prIeWfGY{MF``kG7z-;^fA!BT}U-+w*uwA_5>sjiUW+Vu=8%3Se8nv&- zUf6BFUAs2ljv86~pt&|O+6a)9=P?I4y6mjMUQQGbRL;)~lW9IdWzomxfWM}I(?tcJ z8YD@NS%R4rw}XRa;N+y841J|L;p=KDt+E2}s?^E*x-iL@84y=wcr@r1jb0#sklhXG z*}2C^J5MfeY++(@X~u_og*tJQqJsIP0txxX#5iQ?MrB1d%m4E6>+IeqbDcbk16StX zZR?e@NK_cqU)06G94%qfTvDgMrB9%|lMy5Sk%@FPI*`3nnDqkXLK+zV&|Dlbxx`sG zqfp+9){G!1m#0f}Pt!atUg#%U7{e9yab#a@P? zd1#asrS@xS%bA9+4+g?=`^xOFYYWV&Z)k9$^GeIgtT!MyZ$_OjVk4I&OC*9bMRvM? z;&Ig6jk6B!<4uZCX;2*16YWNIkN%qi0w`59(J>g`rqxO-`?PT(e^mxaQ5(Tf9jK6f zGyFPnq83n_!cwp6{mEP0yHldVc8{V=LD2iP=u28xw5}s*7zD~kU=&_)fU!Vn3E7ar zcb=x@i6V^8AOoM#@1L$fn}-bLq5G#)>7-#Q`mw)WDrt-@iqk1`gi6I&CZ>N;2L1jf zinthRN^QI~bEOGb{0m~kX+6x$0E60&JEK63oU%-Hpywppao zYkU;-I(EEs;>-iiBVjoysJkJOWR#Y`M2DUi!& zLqJv8Ac4iBQ%S*eYSFQIcM)C4+69)Z4S9gRCQvv^=AvnCou^z#Qkt+sU*9UfVy3!B zam%ZB!dJGCR+NJwHVYt8jEA1I>~9GrDU&8t8ac(qE%6tgUv_Ijf4mC)D00w;3NB(9 zT1dA(AG1=ieL{JEOygl#m^OrfJr7V;Ng9np>K(Optj-FhKER%VQtif?wo z0OwZ^Y_2)0KCtRE@kE8#3;Wp>)Q?efjtE_F+G8!-y)2w`M1oQ;8YkvmnJG z-x&HUxlY6%2QQDu`UHH#Q1wfQc z7%aH9N7u!d zlvoc`5Q0gBIk+E`PRu%pl@CTiex`qZ#QNfXF5&vi7nRA2v#Ka^AgY7EFhj_C`o@qn z^(HTlnDw+`;@GiUdbATuaYRk``(?;Rdr@ZMWpV~Qy(=Kr70r9)CetGl$Wj*thYI+`)wq+;13 zN9{&@TKY9=gnxtQvMC7)-+TS>x!XoG_BS9WlG@K4%( zAPQh-K9MMhpKM)r67wM1>-kI{k*O4H6e7%xiLoc>D6+nNO#RQ+WZ>T~T$^9`xW}ml z`jLLD4VG_R)n-P9tUCiZZ0E`u%mF$Pjj#94qeqSm^nOQ2fD3n0b`>9hEn8w#C5yIh z4safB6S=NY^=;g0L}iCzdvc)%suv;dVR#aDBu6>$c{r!$Yu40EDkut*whK^~UJESe zPmB?&Oew-CR_7y8P;<(eSIu=0pJ}Rma>XMT{f9hz+R6ar7E|1cF|Wa8(uX#pf>4@| znu#6JRk|iv`ClP2r$BWu*m`FCBjWZKvr!Svt%wB(zBXpzS0!s3XuK0Ln;tia#)xJ||xmU2&uol`|?lmoGOAzJb>m;ME-^n+}*Ol z6h4AJE1RWW`HTp|5#rtBod9)KdiTM$vsNqcmx`T#gPnMsBGJ zeNavMqNaBBo3&m%%W7}Etzqe7pjbnleYzpGe_KMQQDc){RCpA6SMF7~oMUj zO%ttXASuQxd$HG07gcdWf%_)h(LBgtzpq8C9(@h1Ad9njtw%bT{3nbP(*;?0oSvRO zXQmV89!+$0b=Up)sFaqLMw#aW$_)Mk4B8BPY756qR!y>1U>hl>>&~kJJR348w@}-N zi-p2@ppEw}+$p)^SbB{8sdDhZ0WmreA7@-CD89r>sg1U_`OKO7ZHKE8dH_}VlpkLe zw4*H?l-a4(5Mi!q^;>Fbl~Zr&IAycPDp%=d+U@xI{d*wR()r$Eg~%P@ z=Er~oQ)m^ZlPQIC73!MzCF@8W;oOL>63saS5~M9H3l=>V|F~yplCc$zKi_}g*Njyw z2pwGiKmvvY71R%Z-rm04Pr4~|hcaqJr9&1KPiiXq-$h4FAu2{uuLGUQlq9(8u>%eN zXe|Fj@m}^)>EQG~#^@~;g{!h0P09s!uaE}B|D49S-q4|$4PGiD0!m35&q#-gbK8gY z-n8)i?5R`l_W0t}nR}eVfS06nnA~PFs(yW~3KYDb4+zKLH2J*-Ofc<1`uEM(7BHEq z0Np5GeG_@?p;dvMS41|LwiHM_hV2xlbo9)c8t`iNg7 zI6K-7fBr0LkzGtHb6Xb!ZV^Lkqn`m&e{6)>P7SPd>gU`g%iqrmIbMTzDb6UfTwc76zQ$lubK_c4Z`Wi z{Ymw*{&|SG$7djI%=5=JHC?}M9ShvQH=niYwoB10PR+BrSqoc|#YZ8;Vao8)tMY>H zf+>@f58y>Cei_(hBcRYadnB&tExzc29m$L&M?pwf@+U8`cHxd7)6fm0AYsBgNXZ6G zppfODgO@}xVofd8j_aJqUlr&GzoL$&rk7{+_UYN9$G<$!0fQLd?>V<|zH3TAO@6pB zvOR-Tf;Pxv9SlXZ+uU$*c1Aee1hrEZE$oBSc8SN2i_yC@5vVlq&a5ZlipuptDz!{bIQAdB+reMspD**&l;05P^XD&c~i*nP?X5HBwR{Mt-sPKx*=V!|p31Dms1wDWt5beVAan!v$dAb<~ zm>$=Ks+9V&w+};4Hvdk%Xu^yalandyuaO1Iz#gW*(&=7KJ=mG!T|8&Z+A@sfMW&mjtqgnuJ95-aw zkQhGUOon1g1x{uY9WgyEtan@jrBrj1}mpk z-5^dhaC5F|G5}d7Q{^qkWWPq;f&ln=SQ>G<9xV_s!4NfTo7e3yVWy=zOg~83jPx{+ zVN4(6%QEFHO$GlZ{(5F*EIcjqZaT&*wp4F+0{!H1jo?t+cp5!JfPC2yLL8P2Hqchb zM|Ydhne}RUtUjT~u&Omp+}Ew|jbd8m`aC6sCXG3i40Oy(wOmY9sLZlW$R#nnCD*!E zI1TM%8)o~XddS1U!!2s>2Gr!G1${!aEL=Rm0fBh9L;;c$dj~a1y==SdEFrUnZl&?C zR|NWfj+YQ7kZVKEZNw1RC6fYC5c_DW5Ra8BE!^CCzl;}QEh-`WyLCtit{$h7&!X#9 z`0&x>-(fH)radyh0pdN#c7`?%H~;MgIo|#(?h9is|LaIhW~Iv_C5lrbxkSKl7HQUl zvqZ+ZblC+0EEF*UpdH&DK6(_9cx`AC6t?`UatN$xi;uy2Om2~xI3wwB={BNGL~KLt z2?rR$$fZ`M;CO2GQOSqQNZ&cRq_~EDTXt&6^f)XNK1JEz=8`^lAU6`t7HS9_AObMc zhlwCf`EsBnSCcN$^93F9#8OKJ#F0N^PDmM!?ZfV2#a?Qhvxb~eJVqV<-lgZdaQ)K( zYy^|4m*T70`FuJu5tAP<-DrZ@mO67GL{?EIh6HLV#*QC<7wc&)ND)XuNBBGTJ}N>M2Ejkli)T%F;9|*~aRBNN{D-0{dzCVp$oF%^E2vps zYQR|eexELNc#Tg@_PZRwD_s^@I|T zrz#`eL@`#LHRTt>1^9!VLxZpkrmZZ-Wcvq_O>>Bd+t?^dwHsVE>us6X&C;y58|Erwf>07;@YGgOU(Dh!DFX4+ zGD>zznwzP`DSPp7+f$SRGN1tdVh=7fZRO;}uzO8qI}y{o>8=m&I+XBXnCm@GDpxS1nSXw13b z3JOieD{@_!{&mwqQG`=&D-4^M&@sO*MH)XxW^-g+MMI2nxdZ9dv@xOrMn+13DHIdj zrffq%93=HNX#*h?u4lQYG_@zsy!-D$9v0##S1GLiUkiW(B4wJqP_Ci@MYYA#ZsxxP zfo#;cv6vF#?gOeL4vnzy2tFh`uq8o5Q7Uc zZ>3CxxbZrLz_fA=+gbxDBjyt(iqq~F6a;5@ngCRGI9Ew*O@t z%_=?dN&zF|qfYbA7j(K)Ct*!H_3W9LeTlg};_(%n-X2`>Aj;A+M)R(-R{^ZAm3f}Z zHYAlXkT+B!BQNg%I^dd!xA=GLu-#j*WD)%)WqB5GeY@UuFIHT_dy@XM!Q}k~x!30a zk&3mN0MS&sq^{Gd13v(r&p->`krI8c=98xel zlTBEZa|+Z>s3_6Xqo#f^{;=)x6EHa<^yU006eC7tTa?vHT{lwn902aH4~{(4XYd}B70l~ERtFf)t3 zclS9RjbZ4Rl+$sSKG=BDC4ys7%na<&IDH6II0_pJh)7_8;&-28Z^?F2k*(7jnbXU` z^;`vOk?k~0Fz8}FolP2J%H;lnwbRY3AR7~&a1+mj?6ZhvDC_*Vy;X6>mZt+gBHQ}?VPlOQO26uC&XREk)x*Zi}WNywR6VZmLx$ z&+(piRvFH?->{qE!D0rXr*<*oDvV~-Ng!8x>ZyqVNggM-cnYV_&qKQWReU)kVUnZ1 z6~Y6b^Cv>6wU_XB`8wNOccSkJ~VK_NJ?RXJC&e!#4i8(CV=37Fa|Y$hB^>}lD%TD3B;&D71#nT=6|l22Zw`ovA4($JOqeS2GV?-T z;`<+Axm=m~Fb`u@Msg9mF3L3et-k5PrGp-x?tj83P?3mph4{8fSB(-`m;2WY)F*sjhwK&EhsJy=fiKNGg*2g27E!A5b&R212 z)oS0O_OWR;r{>r9IUoM<*)w}ShexXmSimb3|AXHnt(ML>>zD4=szue()7@b;H&aJg zZ$3s@FZ0G?&qfs@cElpN#SW$4x*yAAa!eNLV(LNz)DK`s1fNtdu`_}%)m^)Oy{1b& z9rJwgw=Mo~V#lS>tn=<)Y4i#Mchgdm0jG4awCsmzzrb+NDY&nQSr}(VSYjrclMC<7 zuXH~2j_|P=BM4N#@3SpIzLK=sjpr=`tX#e|I6EX$i0w> zD?}Kyuk9?|`>V##E--@H8z`hfTd_nj%;k z_qODuu6zZCq_202?r!7!9_ONgzEMdH8Md!Pq@u2H?h-@;;=LThoUHJe%))#Z+|m-WEUcTFC+B zbzlNihO`OKEa2-_{VJm)AN0|qIkN7Ic-*^x(o#z*Hv6SZcSc7?uQWQukrNw!Zk-r) zRITssYxb;}T($oH=}W~0n%iKx=9a?iN%s@!k9zl3uYtb9jCO2Wy^{O)r^YP-j$$WX zeMncrW_~S7{qT3E?`YV}>JhZ?`=iSnb?I_VT|>XaLn?%kKNtKk#bIRPy*;TD`{7j` zsH)j@S^N0o$H!mX&m-5F>0h>&VtneuDQN#}PA^bJOy>c)h6qsv`xM;8E|+jNgUeCF zG=Og)M-YgS0e&$C;ME25EHsq@?>IYnt-=k&weYL&z2>uN)(P*gjFbOklS3NL@;uhJ zv1;SSQ=LE4Mui zED$k`7`|3&FIp|P71IaPB=Ww6vR<&DbIHC*&+2|RBW?&2Bl1+__ULKiezzu}J-9xT zo#WXH`k#W03HE%#=zMH`lPa4C+oP#B+ZuU4g&MS{a1s5ilfhXg(l9BSfA9G8X2yOg zcRz+#>Nt{!Ip`=*tQTGXnt?qJZ{IelSJI!g`8`gSZ|3m&7%OeMck!rE%5@#XeI}=_ z8=mt@vLC);{pDJQR*RQNAB)~W=8C|48{w#hO};;Qd(h^W*G6?*F&!0W!Y%Khwhc(}guF}Z5?__AZ@simIXd-Xc9qv*02cxe}Dr}Uqs-Sg|hpR1XN7~~vx zOEq-sM`&2>_W2qW8?|6G6kZ=LGQ557e57VC-`6B-@q0RduFx)}!w(tz3VvRE!sm{+ zOp#L$B+Mu(7|otuE{xy~lpiPuODxpWP03xvrX~9_kzLd@I5i;Er8bBla!#Fuo5h z17o;TR$Fliq~&)xZ`8ht0w1y+d|Z3djtn)EE-~tBBuktF107K_BW;MzYuKQ{eCUvA z_wUm1#vDDmNkDA2Emr)};WRY}Rz~e{>NSM^T*iZPC_IPj{-EGu@T?r`g6y#D9p=F+Vd> z>!IHj+@3>UL1(Lb*Jtp#jwofQM$56tk zt(F|2*nk!8rmJR6en3)?yI8yBBYxdL(~Blzy+Dx*<~sVJgLs%c28!@rfm zq{Q`yIg){;T^Pzzrh`WfH-`R>2Ow~hi~;~XHk`b_yR72i@q&2K6%!jM! z@Y(GSm|6i3gW$=y^`O4~*%-tvDNfBoeFbeO5_UAM&;_z3Wj3I$jBsC1O(p*Z046sp%cn=e@tx4)GEahi5}j_?^{`(ZX8hDR>w1=^U7Sw=0$opj zAdhh|L&n}N2mVoBmM{2Vmxq2ooP(cngY*mtGJgp{$765*)nfOS{iszaG7Lls&!Omkuz0 zE!T9;=zpkW5;-!1HfO^Ql&N>`-TNxTFzTowh#S-< z&8Px=*!7rqaSzqCVxi>ACeWx&=goVn z`?-6^6>~Yf#Lxy{=X5?IJ9h5xxaE$~gEk?7+m3HeD$Ug180EQ2Hvi$(ohmy zgjy8LnDv8O0a}P)4d57kIf)>Y-IpfR$Tuc<@+zU;LezS)N&__u?znBa8iGyD9x|MM z`*Y}L8`CUP`;8xVopUfh0v|G(>j-R!A1yGI0CqR5aZL{a29cIhJi&a7JN@L5?mlg$ z9HYABlt;HbtYpY9LFut>eULJ6;kqi{>T3nbE=$_b!XV;f3#<;qTBEY`)JhMELTh8) zFWr;5oRqn3sQsk-21O5Pp%qiHoQVUuretWH`VlCEq>e2ZVH?f?=mc{G^@7^R2hjt_ z!j)51&elS;&~Z>liE)Mk3Xv;$-#Q&s2x?@I3))W2x(pg~t@2gJUp!61X5GPR?~?nYj!HOD_(2EwlV}zn<2~4r0-Baq);NX1Guh2Yg9- z*&Kz#hpUV3?KgX~4HAC4j3WP6fi^&&>3XM6s3wX}pa)ub(TpuB2)oyOw}!C>#Ir9z z0E4t!Fdy0;QlxGy7Hd7cl?cm%QYI+d%`D`m`>R#vJhbzVI@!I z>JQ8T;FcXBxZ!#{VpG@@%6u7qtk!8eRAdueCLsg3e;{TfP(~4QQ_h@u;qq!yM>Sid z)#uv~w}eLpuWrN)qQ%@Nlx70#2=~hn(t`T0T6ZEZ@n?o#t(B+SU*AsN~2i#Bi~qVZBP) zQu}(!zTMO&Mf8zn27T-Y?nL#rRNB zeUZ(Q{QqTjOgHEty`X_*Hm$qQ`MW)-YU#c{8BSI13vf6R>>CNt*plw%`zuJH;u&`` z_lL8n?&u%C81Lxg&!Rz+T|d_c22wv8>nH>4t8@KF0c?ezyN&%eNrf6w_9a32y>JLX z(ls1OSL;0b67aZ@-~p^T5*q}9uFJj}Xv<;2yY4&@^Kh;qyjvds;oZKu@108i9oX59 z5{KUdA$6GHYj866O@DE@K%_{XmgN>FbM@331!&P;%Os|3i(6C8)G6F>7XAjZ{*RvK zi-9@M?U33e9fZNM8(lsLC*|Zw!dF1@-Fpc@ySQhG6^Z(s*}jP0Xv%4&o&}yaIi0x}ceY#{+fbj7geR{=C(POescHfu4qzPf#5&O%qInNe;G8#Zip`|F>i_-H)#bm<(T9j2TjsejFn{*^xi8~Vvh9^Z#g~gr?d09QYs^7P z{R%`^@&o>J+XS_e3X{Q)DX)_M8xzW*KxGo9Q-?8@9nbWhdsQ=#imm>RpdiWC+_q1~ z5q)xz;4`G8Jap(#gdeg}QM@4Fps!Zl;kEekp|v+HC|@yxvI+RB30eY~TBVMVVK0u` zr{6z4*=i~(V^}0*1q&Kfi6*16-gbspu}7u?^Q8os$dzVAjn%@3zhQll4;(guOYnqn z^9ApCm#K@F?NTz{Q@zx9X$}@j6 zhYuMy6t1GJZhfWRqQrC5&@_bayX#`GTG5^ zGPmjst)Dii_5byB=3zPJ?HhkIQA%X3R8+RHmnlO+fcH9df6L|5H%2$gNr=T(I99vaL#@!NI0V<+jYG1PuICp9l_)mE#? z^$}4%@3Qx>PlvoJcA)67?EY|$zhjkjm({{)dv_L` z0ty+LP2p$BxQCbb--kABtD&)(&^3OWc4n;$z*xV8*<<_{Kb(FzbfEoN}ZxQBkGeafBYaIxhPNKTPUBAU9K*Vx^V+2BT>z? z0c?u;NWCF$=Ddo;x2W?4lT1%v9q$kQ#FNkWpE;8d^?Vs62tfy=4Wp>CC!ZY;8l$yHi4YN zygx*kG9ErWgvfHnmdF>=&ds@~Z4*{|#1k3L0g4Eu4zExYYeYN2io_`p2+IbPc~?VQ zRn@C`dFpZyaSzb-(Zc=^w`cJ#q@tm8JAcjlyc*wW69q66iyatsGbdyIsz*$r%?V>0 z3i(b(2eh?x5kgiaO)W7l=4l$kO&0E@P?eF{O6I4loOd;-)htiALn>0P2~#^UQB)_I znwmcjuZ;(S5o!caTe31U{^Yi1kOjrRZS{~!*wRGQ^x(?k`&T;4kcsS&mv>@p)<1vo z%2>q|+t+@CO^s|>hB{jnpk0>*I8#+s)r$JQCA+M5#YtMI2lP(A6vwSllgb8lm_F!k z{?oH3bDUc-KV?N%N?B7%SExPKNSWD>89{gEuZKN_ET|U=Gnp|6W2{Xklok@e z0V?q4kZ%6uV@xkA5nW2dL;ZLm>Ss(3=%|F*2AT1I=cwe8lIcG8FLb0x^Thyk=W}A@=>1MKU(N~m2s0gh1(YOv0tA)3`y0PzYezC;^l_H2S+cP4cWlS zzJYp5KfN!y_~P^88UU769k4Wo8wMYTDo!}&Oo`5CUVzae`VlT7MS~rH4glS1P5)fk z;)d`>{M=-BIFq#bZc^4N|DE%60bGQ~6k5^47OM5Bgmor}8f@p*3aUChosV5xUe1~h zunUf4jd`N!>guy0--_nIQ#2fwUp{rVimCF2qPNKenL-HU4TS+hrqbLmc-H_)-#r?% z9J?Oj5JMW4I=48mp2kdj^s)s9R_bRkN8aTr)h81qkyqD7|Jm#e$Rh?82>MTZ0uzPu zyGQBd<%{t*wXjS_ownN=q^Lm4Ot{;Ynqd@f6ebM56al3KJ;!SMyq8;p^>P zdURE0Td*0)&yZ>8e0^eqELwpcYj!!=@c!+aH&4t$zc=TO@^}-xZc=`I895*kWPKhQ zWtsOB1~meb9>pIqaD35r-tYaBZleJe@3S5w?Ams^>&Jj4kzS>j)|QSN|1ZX0qS~PI zzcVDamu8uqZ_?6hDcx-hf^$NxB%I<2X1pzW%UhT z%C`69n<7sS;eo*0GC#S&poI%r=6=W75dyg4ZPO-)Tc``mr4!MKoamA}!xd5z05BlP|$0f;E-*6Z||Wm9Yi;|*I0 z{jycRSs8pP6H*);YYIMDlzJw+sy{bDie*fm>hta|L5+RSc1Lk5%^w7$qR1EZ4`UL~ zJBRJbT#x=eQm}jIEzXK~m|RZ?gkUSmR=RL;?`94!(&QJ%4)=N-hPBEFmjTB5E4=?Ss}>v++FGq1~PLHg<}roH~`8<6mD)x3n>`bzOfbN*_1OBQdRUm zyIm{kNQLkhwa=9UAy_Q0azfewo1`P;U~K|4cfgpxFel8GR^3e03T)zXeR>&3d4puw49#2Ps28>L4PzF}c4t7*WE$Fi0uWGxPJelQzX-nA)b~+@cQU?}^k591g>z5FsiFkQ4WnE$vBPUd6qK z3b8o8E`2oHlxMH~{Nelz&#`01C=~Q}VhvgBPxmZ7<-`@?-<~##0wWW{&j4M;>5uC> zOuSvW+xwb$0%QI{;8Rurdj&h?Q0B;P-ab=__^w9IR#pn27YYB2r8c6nWJXfvjMV!sb zF7|sXeu;88GSw~amuaI8giJ5In73y}pFeNB>|ptD*ZrB*7TF)0R;_yOx#)7k=gVFt zBOWv~U$T_B93!q1uQ&XQ5ILLEfq98ioJ+}}a8aPEZnhC*3nvkf_cLjiB6A;$Am%+| zBXOejN{{6RQsx0>W_IxxV0TsOij;?@3{m74TTUErKT3MirTVyfGz}uq!N1pSa^idI6~D=^q%6g z%&pa}FsF39Go8(-z?;)w27*~4u<^u`;>Kvp-O%HSV774Pg&PUwMjjMWhd7sTpiaQS zqvwZeh|G-wtP+lxB8Vt0yD2rI5G-a%JE|5|>5djRI-x zM4Iw(W+y}fDGr6t@oaV?k~p&d?c+Ko@#7xLVlR9RWs*}C`VzVo_GHP17?IWCE~Ywh5mBKzUrni-9SNg~VwnxxeD z@SDUx>bOl*UCH{JH4FZRZYVoLDqpSQ6i{l2pRDEQH=P>{rvSGLd3ea)^5e_vn`FJC z2C#frsy9}V}SrQrXRuYFs(2q|Lgux!~`f@k#oM5SAR)z~m+t+8Fx zbL<*rdWP!Sh@qD~E`BeY$T0DsLpgg*=~h^NYXt`Vy7#~24ZU)R7GzSZu>2aD3v~$O zlrcGUFl8xDs|XvrmaiFiukh^?D_{S~6DAxhD)vPavo@k)&dp;V*MIpQoaq|{6~Hjl z$Zq$+r- z$DPtUck1+`v8iE5K+3`Iw*K?viNKYDkrGn{W|aC=XGb?|BM<}J8|X}cRysP{?QR#I z6G31;KUMt5gUWm_5R8%;@hi?>JKP~HoY{zwEocK-qFA}6MweCgij)hNj^XCs|Cd>p z*Xr=EqRss0pO~W_Y^A^;Mi33k>RccXgP}vWL!pAfIO5-&oqP8((;xdoz>5yYxPD}e z($dn%rP-I^6oGWLQZO(}_Q+Ji`MMKrv)HUOG!g~w@T{ikm%Al9v~yZHe<2qP0FlcC zF)qRSohz^fbBMCz%Mme}#$X~0x}JmTw=~Ld8oi0w-%_xPL^$=arj5A?0}Cb~Rpmcj z@ofxq(w{)CC9Zkw*)`4Gy%!;pmm$7zBy8DK06befGplgV>fu}vR)R0tWwEc5P51?u zeo?#EP*0Ltul}+$RfgP5HW*Dh5vbQ`i=C{Up*my}N~p~FWw%tW z{G~BHI)G@%@V!l&4Q9`sY2qIgCw1|AR#<0F#@Wp6Gfh)hR-$VVq6E{YHrsOrn8!!y z#pD4Tw`;#&tjnK?4@1L*;vHVFe*?f#WjXomOBh8cqKp^FSD?4 zDsiQV%5`USbT}p3?-EzGa96B>Eh$76n5Xrb0Pf%cUfE;2OlY$~!x>%1j@d*lIErb- z(#9~`5Y2*}N5gw9WIW`8rVIq5e$}Nl6~+O?RwPIoibgd9&Vb^F7bQn^o6Ab}-lG3c~KkYsV`Ky*#O6Z8gavgPZ6 zc4!%^=)v%Wld=a{NhVnoWs!*EsXm3M2}CReQoIW0(+9u;SrtF=SFv3$$Sdp1+T}^X z|7KV0i|R2}ZQZ(c!k2;(Cqs3O>vbL!PnCXVlKH_?muJ9Z^SX7g^jX7-Yf97IjbZ=F zPO>`f`IyOs$du94bXVQCAv>I*47Fhh4W;WU;7nY6{FIjysq&$`ZU(d#gLBz%#cYY) zZm#h!hxU=PD^XLsd-q}aQcq(#Fz@22wuT{2M1kwVrK97LrFQ!(9+Z+re*5jW%7&)D zZr#-y4y zgsmkd&l|j78aY=qT)_uhmeNb>FMNi{mYZ0z_zR~E0<;3g~P3x>7 z)bX;`@%c$sQ?ndBe_CwP@4velm1R!&=*GB-X8BfNyX38rk@hI!FMoJ8Fg2baFdAr2 zrfahG!f!567M>_#X~%56l1g4go2U^(fxsxsO=gC608SSSB01UrM8@{=2=EYS0&u=t zk?TVZ_Nm8T;pN6Y<~s*ep0B@jt7%FL zUS55p=}GPeACW=x02Nn3b_n6$4jKe6xHXFB!lmW224G-SezjuH)|HW4wr#V67XZcg z;Sil>HHHO=2cFx0Y0BRqW6Zhho5bv$uoAj+r|W^xp;tD1x%}X@h0$lx0VA{d^kz!U zL!D%29vXt%jXdDr*8kSl@FdLUO#%`Y70Cz^qbB2bINys#i7u6~h0x5AaI(cIl8K)u z*ac&C&53(YGDPCfWsMAT6CqXr^lO-B@D*AqSXt)uVvW73;UgP+z5YCr5F|AztMp>? zRl>68t#8?r%^6b)RVYH!vAd;vK^iT4+<1c!RZLE0 z(!z7Y-#&kx>6xh&?5z-hA24?weQ#Lu`B{V>*QGL*d1kF}}wK9goAzj$1g8!&su zqp9x_>mCns>KZ4+WMoX#>@3#-!qSa=apT@W=5QnHx{vSukgH^3pcA15Fke5g z&a(35%lsRUdxdDGx^#57P8%X1aEa5DVx8BooLz}vKv#IVyX>+*NR$`vLo9{815RJm zPll{8=Vc&74#e}L%;p@lUBGUEdI$=N^Rb6y88jyUB3NPcWrFTS7(Cpa9Fft0PJG=w zO72$1W=~pmYCV!@^mA^!hgy5k58tw?L+1tBrh5SH@JiEEX@1w=)iYyIMf&oj(tlR) z#`W4KWv*jP{ppEeQ0#ShNpQF{%y;asRhyaeV@Kh{F=~=6%f4lQej*8RjiJOgCynph zX}p1^0ragIbBen%!GYqb0_N!BU>LGva>1#Yqv}_U5hWRK10w?)T1b)%v=rggy(lic zeH)VCcPF-6(p4jWD1R|p)i7c3k7tv2!((ghVqy1={>Z6E8eD3H761HEex<2eSL{V) zo8#=6*n|ZGu|wfFdB^fWt(tbv{C&qh77DRYqeo}V8UZN6?TnZ(R#Ce*28JECaQ|5= z@YzMjanG&pAmQP3F`x=X*vcGUONOnyRuL_L^GgJV`UTf<1P!$K9tqik+a^ZUUj;__ zT{09hPk>-FH=|nRYD&+!sBo@%B2((1(71fYCQf>t1#=oe2uFTcB~qWwHeUO*6{Nv*h3o3iJJ7D=TRl|_M z!wzpR9<(B8zgB~5gF{X1M1x+%Dixu-1OFW%8b7&yAg6S&Hq>Y)kVODP+HmA#w}z~^ z0-Ki^=Z&5@JsaxlMKQted-c!Wxh(2zF^UAF!~o2MeUH^8l6(l|VzbiVkPeoXl9D2| zLG=FpMvyRMgAB|bW5ny?v;?(OTwP`M&OYb0?Aii|ucHYOJrcz=yCqE1*!D(*>hb$g#kDk8t=F=r7D9a6c$%?G=5>z2hSV_w0CO3CHpx?=}UyfFkj zPYfEq?!yX_c_k!e<-K{nuhUryTt$KB`@v2_AvRDnR^m6&LQeABvVh}fONBVHo3q^@ zg+l$=1Uu`gOYi>$N+ANm-f5lw0`tBk;!@W+_CsL}&EMF*~j2Q8W^6>P$>yZlFE2cZ5nq*GT$c{R` zlJ5e}czR_FLr`HouN~Kum@k|~Mq`SW6hv^PmNZ`Qm!@1{@G%%k;;pg#0kb?zn&yM6 z`mT?ZY6uCApP63uL7TW8GeSp#a}f0#d7K{bAWJT<`#IkC5*4s`!~+N1O|-t~3kVd9 z>c^0sN8jh>=HwW#448K#Ck`U8?1-Yk7Rx6QbMyO{Uv)oe$`B`)NryPzbMSCVjG6K0 zn^*a*T+00$U^yUi&$t%5OXhxk`wn~f^5V-0+#=m|zC>5nf2s1_voM$d=~(=Bbr_`> z6)UqAs}pmQ%&E9Z5i;^Cdt+vl4#$xp|FoZWcrEIN9~fOk-;xKkCbUOFUaI%KiSCl-saQu2UNRA<9QV2FHuG@A+Fw69 zDts5^F9_DX>X`b3B6tAFFbuscic}5l_IK6N@`OUJ+O8edo(aJoH@tA@Ym|nC9~S}2 z%Qk7@fH9#FzBGRct1$LNmpmG;8KP?YpjtZX;J{YFD@j(y@0|HRyxfvy= z*TJfjp*HY@R{4lNcNkB;O1tt|1G0Cf2$1m689CInoGwxV4+4jkF5lUhPovho{PBgw zr~2#;%b7#pv*$c%nPqodIq&0i-lJG<6Nm|bfiC7*iKmS_vmR2JV2mlm zPp_l-wW1V)yl4&j<{L3lesw`x7keu;Wfc`qa?aGNJB@joQi+@Dx$AK<1-=E$JC zKkmFj#?fG-MY`K2g%77>ku~RVOv;~_80}Q0TGmwC9Bm#jpsU~4FV*&0&Q3oD5VCIo z6N}Gx`UlhZn9vPVehQ?xvFyvDW$E{wKRo_=YSf6|~z5yLTMVVlNefEMaklH$X`iNxx<7Z+wcyPDf>05wUOLRrut}(^54Y^vgmEh4+1I z6$xin=lpsf1a4-poS0+K3KT3{xJbf^KA|;?!lT^3tO5$FV68&l2f+W|4?1iVCBA%F z#GzzNK2qa%bThNCkgaI%U*`?QA>w+Vp3TLBd`n^V3%44u%ECG0ILvm;9f48(0UnqF zpVQwWpDg6;wmnlO7%(zoS8;^bDaTgeKqu#3>B0GznI>w?k|;aJz2XpxU#^CvGvrPT z^Gc%%Pjiq2`iHPBq<0!{9|xnBFWf1}+`soEY$+*Ej;T9bm)d>gnqGEeI0>Y{R-`-_ zRsk24oH=F9ueNWviUgDpqiPwrDqYLskncV1P?dq`*(@aU}Fw_Rjao0N~F>5?ehvP?SWS9n$a zuD?n1m=@cZVHP}$NhPd+^}@TDM}(9|v2)neoOyr4fd+QQjE_-Yf%DOD+rQ@K)-)hf zQHLj*8o%Nw_Fkx6+A)-t?p7Y58!2*-C|YS*P*18;+NM6<5eT+o(|i$%hF|(DwnRkK zeXIW+q)uk`cF2dzU0XhLc$YY%_UeGEG!-f|n?#Sm1vux^Z=IFT+gDTd;-s)g9DEqh f|NEkUeQEWfuVeGs@O{<_{+VF!Y