From 8ab2bb82457be3c796801383bd9a1f2ab97d27b3 Mon Sep 17 00:00:00 2001 From: Michael Johns Date: Mon, 13 May 2024 10:12:37 -0400 Subject: [PATCH 1/3] pin geopandas ver pinned to 0.14, h3 ver pinned to 3.7, deserialization fix, long-running test fix, streamline gdal and fuse setup. --- .github/workflows/build_main.yml | 5 +- CHANGELOG.md | 10 + CONTRIBUTING.md | 5 + R/sparkR-mosaic/sparkrMosaic/DESCRIPTION | 2 +- R/sparklyr-mosaic/sparklyrMosaic/DESCRIPTION | 2 +- R/sparklyr-mosaic/tests.R | 2 +- README.md | 10 +- docs/source/conf.py | 6 +- docs/source/index.rst | 12 +- .../usage/automatic-sql-registration.rst | 2 +- docs/source/usage/install-gdal.rst | 61 ++-- docs/source/usage/installation.rst | 43 ++- pom.xml | 2 +- python/mosaic/__init__.py | 2 +- python/mosaic/api/fuse.py | 331 ++++++------------ python/mosaic/api/gdal.py | 41 +-- python/setup.cfg | 5 +- python/test/test_fuse_install.py | 36 +- python/test/test_gdal_install.py | 12 +- python/test/utils/setup_fuse.py | 8 +- python/test/utils/setup_gdal.py | 21 +- scripts/0.4.2/mosaic-gdal-init.sh | 53 +++ scripts/mosaic-gdal-init.sh | 24 +- .../labs/mosaic/core/raster/api/GDAL.scala | 88 +++-- .../labs/mosaic/functions/MosaicContext.scala | 2 +- .../com/databricks/labs/mosaic/package.scala | 1 + .../binary/geotiff-small/chicago_sp27.tif | Bin 0 -> 650466 bytes .../raster/RST_FilterBehaviors.scala | 18 +- .../sql/test/SharedSparkSessionGDAL.scala | 4 +- 29 files changed, 388 insertions(+), 420 deletions(-) create mode 100644 scripts/0.4.2/mosaic-gdal-init.sh create mode 100644 src/test/resources/binary/geotiff-small/chicago_sp27.tif diff --git a/.github/workflows/build_main.yml b/.github/workflows/build_main.yml index fc7c5f6eb..f1088a5b6 100644 --- a/.github/workflows/build_main.yml +++ b/.github/workflows/build_main.yml @@ -28,8 +28,7 @@ jobs: uses: ./.github/actions/scala_build - name: build python uses: ./.github/actions/python_build - # CRAN FLAKY (502 'Bad Gateway' ERRORS) - # - name: build R - # uses: ./.github/actions/r_build + - name: build R + uses: ./.github/actions/r_build - name: upload artefacts uses: ./.github/actions/upload_artefacts diff --git a/CHANGELOG.md b/CHANGELOG.md index 3c10e4f2b..56e7bff22 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,13 @@ +## v0.4.2 [DBR 13.3 LTS] +- Geopandas now fixed to "<0.14.4,>=0.14" due to conflict with minimum numpy version in geopandas 0.14.4. +- H3 python changed from "==3.7.0" to "<4.0,>=3.7" to pick up patches. +- Fixed an issue with fallback logic when deserializing subdatasets from a zip. +- Adjusted data used to speed up a long-running test. +- Streamlines setup_gdal and setup_fuse_install: + - init script and resource copy logic fixed to repo "main" (.so) / "latest" (.jar). + - added apt-get lock handling for native installs. + - removed support for UbuntuGIS PPA as GDAL version no longer compatible with jammy default (3.4.x). + ## v0.4.1 [DBR 13.3 LTS] - Fixed python bindings for MosaicAnalyzer functions. - Added tiller functions, ST_AsGeoJSONTile and ST_AsMVTTile, for creating GeoJSON and MVT tiles as aggregations of geometries. diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 0e321a059..0684cca0b 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -83,6 +83,9 @@ The repository is structured as follows: ## Test & build Mosaic +Given that DBR 13.3 is Ubuntu 22.04, we recommend using docker, +see [mosaic-docker.sh](https://github.com/databrickslabs/mosaic/blob/main/scripts/mosaic-docker.sh). + ### Scala JAR We use the [Maven](https://maven.apache.org/install.html) build tool to manage and build the Mosaic scala project. @@ -115,6 +118,8 @@ To build the docs: - Install the pandoc library (follow the instructions for your platform [here](https://pandoc.org/installing.html)). - Install the python requirements from `docs/docs-requirements.txt`. - Build the HTML documentation by running `make html` from `docs/`. + - For nbconvert you may have to symlink your jupyter share folder, + e.g. `sudo ln -s /opt/homebrew/share/jupyter /usr/local/share`. - You can locally host the docs by running the `reload.py` script in the `docs/source/` directory. ## Style diff --git a/R/sparkR-mosaic/sparkrMosaic/DESCRIPTION b/R/sparkR-mosaic/sparkrMosaic/DESCRIPTION index c72991a01..e5e1de0f1 100644 --- a/R/sparkR-mosaic/sparkrMosaic/DESCRIPTION +++ b/R/sparkR-mosaic/sparkrMosaic/DESCRIPTION @@ -1,6 +1,6 @@ Package: sparkrMosaic Title: SparkR bindings for Databricks Mosaic -Version: 0.4.1 +Version: 0.4.2 Authors@R: person("Robert", "Whiffin", , "robert.whiffin@databricks.com", role = c("aut", "cre") ) diff --git a/R/sparklyr-mosaic/sparklyrMosaic/DESCRIPTION b/R/sparklyr-mosaic/sparklyrMosaic/DESCRIPTION index 4c5265fb5..69619e72a 100644 --- a/R/sparklyr-mosaic/sparklyrMosaic/DESCRIPTION +++ b/R/sparklyr-mosaic/sparklyrMosaic/DESCRIPTION @@ -1,6 +1,6 @@ Package: sparklyrMosaic Title: sparklyr bindings for Databricks Mosaic -Version: 0.4.1 +Version: 0.4.2 Authors@R: person("Robert", "Whiffin", , "robert.whiffin@databricks.com", role = c("aut", "cre") ) diff --git a/R/sparklyr-mosaic/tests.R b/R/sparklyr-mosaic/tests.R index 3663c63f6..9bad8f6fa 100644 --- a/R/sparklyr-mosaic/tests.R +++ b/R/sparklyr-mosaic/tests.R @@ -9,7 +9,7 @@ library(sparklyr.nested) spark_home <- Sys.getenv("SPARK_HOME") spark_home_set(spark_home) -install.packages("sparklyrMosaic_0.4.1.tar.gz", repos = NULL) +install.packages("sparklyrMosaic_0.4.2.tar.gz", repos = NULL) library(sparklyrMosaic) # find the mosaic jar in staging diff --git a/README.md b/README.md index 2a07a6294..84d937e6c 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,6 @@ An extension to the [Apache Spark](https://spark.apache.org/) framework that all [![codecov](https://codecov.io/gh/databrickslabs/mosaic/branch/main/graph/badge.svg?token=aEzZ8ITxdg)](https://codecov.io/gh/databrickslabs/mosaic) [![build](https://github.com/databrickslabs/mosaic/actions/workflows/build_main.yml/badge.svg)](https://github.com/databrickslabs/mosaic/actions?query=workflow%3A%22build+main%22) [![docs](https://github.com/databrickslabs/mosaic/actions/workflows/docs.yml/badge.svg)](https://github.com/databrickslabs/mosaic/actions/workflows/docs.yml) -[![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/databrickslabs/mosaic.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/databrickslabs/mosaic/context:python) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![lines of code](https://tokei.rs/b1/github/databrickslabs/mosaic)]([https://codecov.io/github/databrickslabs/mosaic](https://github.com/databrickslabs/mosaic)) @@ -42,6 +41,13 @@ Image1: Mosaic logical design. ## Getting started +:warning: **geopandas 0.14.4 not supported** + +For Mosaic <= 0.4.1 `%pip install databricks-mosaic` will no longer install "as-is" in DBRs due to the fact that Mosaic +has thus far left geopandas unpinned. As of geopandas 0.14.4, numpy dependency is changed which conflicts +with the limits of scikit-learn in DBRs. The workaround is `%pip install geopandas==0.14.3 databricks-mosaic`. +Mosaic 0.4.2 release will pin the geopandas version. + ### Mosaic 0.4.x Series [Latest] We recommend using Databricks Runtime versions 13.3 LTS with Photon enabled. @@ -142,7 +148,7 @@ import com.databricks.labs.mosaic.JTS val mosaicContext = MosaicContext.build(H3, JTS) mosaicContext.register(spark) ``` -__Note: Mosaic 0.4.x SQL bindings for DBR 13 can register with Assigned clusters (as Hive UDFs), but not Shared Access due to API changes, more [here](https://docs.databricks.com/en/udf/index.html).__ +__Note: Mosaic 0.4.x SQL bindings for DBR 13 can register with Assigned clusters (as Spark Expressions), but not Shared Access due to API changes, more [here](https://docs.databricks.com/en/udf/index.html).__ ## Examples diff --git a/docs/source/conf.py b/docs/source/conf.py index 1fbaf1965..e81dd3385 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -18,11 +18,11 @@ # -- Project information ----------------------------------------------------- project = 'Mosaic' -copyright = '2022, Databricks Inc' -author = 'Stuart Lynn, Milos Colic, Erni Durdevic, Robert Whiffin, Timo Roest' +copyright = '2024, Databricks Inc' +author = 'Milos Colic, Stuart Lynn, Michael Johns, Robert Whiffin' # The full version, including alpha/beta/rc tags -release = "v0.4.1" +release = "v0.4.2" # -- General configuration --------------------------------------------------- diff --git a/docs/source/index.rst b/docs/source/index.rst index a9b7348d5..8859a1688 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -53,13 +53,15 @@ Mosaic provides: * optimisations for performing point-in-polygon joins using an approach we co-developed with Ordnance Survey (`blog post `_); and * the choice of a Scala, SQL and Python API. +.. warning:: + For Mosaic <= 0.4.1 **%pip install databricks-mosaic** will no longer install "as-is" in DBRs due to the fact that Mosaic + has thus far left geopandas unpinned. As of geopandas 0.14.4, numpy dependency is changed which conflicts + with the limits of scikit-learn in DBRs. The workaround is **%pip install geopandas==0.14.3 databricks-mosaic**. + Mosaic 0.4.2 release will pin the geopandas version. + .. note:: For Mosaic versions < 0.4 please use the `0.3 docs `_. -.. warning:: - At times, it is useful to "hard refresh" pages to ensure your cached local version matches the latest live, - more `here `_. - Version 0.4.x Series ==================== @@ -85,7 +87,7 @@ As of Mosaic 0.4.0 (subject to change in follow-on releases) Python bindings to Mosaic Scala APIs are blocked by Py4J Security on Shared Access Clusters. .. warning:: - Mosaic 0.4.x SQL bindings for DBR 13 can register with Assigned clusters (as Hive UDFs), but not Shared Access due + Mosaic 0.4.x SQL bindings for DBR 13 can register with Assigned clusters (as Spark Expressions), but not Shared Access due to `Unity Catalog `_ API changes, more `here `_. .. note:: diff --git a/docs/source/usage/automatic-sql-registration.rst b/docs/source/usage/automatic-sql-registration.rst index 6175394d6..56cd1b219 100644 --- a/docs/source/usage/automatic-sql-registration.rst +++ b/docs/source/usage/automatic-sql-registration.rst @@ -11,7 +11,7 @@ to your Spark / Databricks cluster to perform spatial queries or integrating Spa with a geospatial middleware component such as [Geoserver](https://geoserver.org/). .. warning:: - Mosaic 0.4.x SQL bindings for DBR 13 can register with Assigned clusters (as Hive UDFs), but not Shared Access due + Mosaic 0.4.x SQL bindings for DBR 13 can register with Assigned clusters (as Spark Expressions), but not Shared Access due to `Unity Catalog `_ API changes, more `here `_. Pre-requisites diff --git a/docs/source/usage/install-gdal.rst b/docs/source/usage/install-gdal.rst index 310f41276..cc1801a27 100644 --- a/docs/source/usage/install-gdal.rst +++ b/docs/source/usage/install-gdal.rst @@ -29,9 +29,8 @@ Mosaic requires GDAL to be installed on the cluster. The easiest way to do this the :code:`setup_gdal` function. .. note:: - - This is close in behavior to Mosaic < 0.4 series (prior to DBR 13), with new options - to pip install Mosaic for either ubuntugis gdal (3.4.3) or jammy default (3.4.1). - - Param "to_fuse_dir" can be one of "/Volumes/..", "/Workspace/..", "/dbfs/.."; + - This is close in behavior to Mosaic < 0.4 series (prior to DBR 13), it installs jammy default GDAL (3.4.1). + - Param **to_fuse_dir** can be one of **/Volumes/..**, **/Workspace/..**, **/dbfs/..**; however, you should consider :code:`setup_fuse_install()` for Volume based installs as that exposes more options, to include copying JAR and JNI Shared Objects. @@ -43,19 +42,10 @@ the :code:`setup_gdal` function. :param to_fuse_dir: Path to write out the init script for GDAL installation; default is "/Workspace/Shared/geospatial/mosaic/gdal/jammy". :type to_fuse_dir: str - :param with_mosaic_pip: Whether to configure a script that pip installs databricks-mosaic, - fixed to the current version; default is False. - :type with_mosaic_pip: bool - :param with_ubuntugis: Whether to use ubuntugis ppa for GDAL instead of built-in; - default is False. - :type with_ubuntugis: bool - :param script_out_name: name of the script to be written; - default is "mosaic-gdal-init.sh". + :param script_out_name: Name of the script to be written; default is “mosaic-gdal-init.sh”. :type script_out_name: str - :param override_mosaic_version: String value to use to override the mosaic version to install, - e.g. "==0.4.0" or "<0.5,>=0.4"; default is None. - :type override_mosaic_version: str - :rtype: bool + :param jni_so_copy: Whether to copy shared object to fuse dir and config script to use; default is False. + :type jni_so_copy: bool :example: @@ -69,9 +59,7 @@ the :code:`setup_gdal` function. +-----------------------------------------------------------------------------------------------------------+ | ::: Install setup complete ::: | +-----------------------------------------------------------------------------------------------------------+ - | - Settings: 'with_mosaic_pip'? False, 'with_gdal'? True, 'with_ubuntugis'? False | - | 'jar_copy'? False, 'jni_so_copy'? False, 'override_mosaic_version'? None | - | - Derived: 'mosaic_version'? 0.4.0, 'github_version'? 0.4.0, 'release_version'? None, 'pip_str'? ==0.4.0 | + | - Settings: 'jar_copy'? False, 'jni_so_copy'? False | | - Fuse Dir: '/Workspace/Shared/geospatial/mosaic/gdal/jammy' | | - Init Script: configured and stored at 'mosaic-gdal-init.sh'; add to your cluster and restart, | | more at https://docs.databricks.com/en/init-scripts/cluster-scoped.html | @@ -106,16 +94,13 @@ code at the top of the notebook: GDAL enabled. GDAL 3.4.1, released 2021/12/27 -.. note:: - You can configure init script from default ubuntu GDAL (3.4.1) to ubuntugis ppa @ https://launchpad.net/~ubuntugis/+archive/ubuntu/ppa (3.4.3) - with `setup_gdal(with_ubuntugis=True)` GDAL Configuration #################### Here are spark session configs available for raster, e.g. :code:`spark.conf.set("", "")`. -.. list-table:: Title +.. list-table:: :widths: 25 25 50 :header-rows: 1 @@ -124,10 +109,40 @@ Here are spark session configs available for raster, e.g. :code:`spark.conf.set( - Comments * - spark.databricks.labs.mosaic.raster.checkpoint - "/dbfs/tmp/mosaic/raster/checkpoint" - - Checkpoint location, see :ref:`rst_maketiles` for more + - Checkpoint location, e.g. :ref:`rst_maketiles` + * - spark.databricks.labs.mosaic.raster.use.checkpoint + - "false" + - Checkpoint for session, in 0.4.2+ * - spark.databricks.labs.mosaic.raster.tmp.prefix - "" (will use "/tmp") - Local directory for workers * - spark.databricks.labs.mosaic.raster.blocksize - "128" - Blocksize in pixels, see :ref:`rst_convolve` and :ref:`rst_filter` for more + +GDAL is configured as follows in `MosaicGDAL `__ class: + +.. list-table:: + :widths: 50 50 + :header-rows: 1 + + * - Config + - Value + * - GDAL_VRT_ENABLE_PYTHON + - "YES" + * - GDAL_DISABLE_READDIR_ON_OPEN + - "TRUE" + * - CPL_TMPDIR + - "" + * - GDAL_PAM_PROXY_DIR + - "" + * - GDAL_PAM_ENABLED + - "YES" + * - CPL_VSIL_USE_TEMP_FILE_FOR_RANDOM_WRITE + - "NO" + * - CPL_LOG + - "/gdal.log" + * - GDAL_CACHEMAX + - "512" + * - GDAL_NUM_THREADS + - "ALL_CPUS" \ No newline at end of file diff --git a/docs/source/usage/installation.rst b/docs/source/usage/installation.rst index d1cf54d1e..1dbf81fb2 100644 --- a/docs/source/usage/installation.rst +++ b/docs/source/usage/installation.rst @@ -5,8 +5,11 @@ Installation guide Supported platforms ################### -.. note:: - For Mosaic 0.4 series, we recommend DBR 13.3 LTS on Photon or ML Runtime clusters. +.. warning:: + For Mosaic <= 0.4.1 **%pip install databricks-mosaic** will no longer install "as-is" in DBRs due to the fact that Mosaic + has thus far left geopandas unpinned. As of geopandas 0.14.4, numpy dependency is changed which conflicts + with the limits of scikit-learn in DBRs. The workaround is **%pip install geopandas==0.14.3 databricks-mosaic**. + Mosaic 0.4.2 release will pin the geopandas version. Mosaic 0.4.x series only supports DBR 13.x DBRs. If running on a different DBR it will throw an exception: @@ -113,9 +116,9 @@ The mechanism for enabling the Mosaic functions varies by language: enableMosaic() .. note:: - We recommend use of `import mosaic as mos` to namespace the python api and avoid any conflicts with other similar - functions. By default, the python import will handle installing the JAR and registering Hive UDFs which is suitable - for Assigned (vs Shared Access) clusters. + We recommend use of **import mosaic as mos** to namespace the python api and avoid any conflicts with other similar + functions. By default, the python import will handle installing the JAR and registering Spark Expressions which are + suitable for Assigned (vs Shared Access) clusters. Unless you are specially adding the JAR to your cluster (outside :code:`%pip` or the WHL file), please always initialize with Python first, then you can initialize Scala (after the JAR has been auto-attached by python); otherwise, you don't @@ -139,13 +142,27 @@ confs as well as through extra params in Mosaic 0.4.x series :code:`enable_mosai :type jar_autoattach: bool :rtype: None -Users can control various aspects of Mosaic's operation with the following Spark confs: - - * :code:`"spark.databricks.labs.mosaic.jar.autoattach"` - Automatically attach the Mosaic JAR to the Databricks cluster (Optional, default is "true"). - * :code:`"spark.databricks.labs.mosaic.jar.path"` - Explicitly specify the path to the Mosaic JAR (Optional and not required at all in a standard Databricks environment). - * :code:`"spark.databricks.labs.mosaic.geometry.api"` - Explicitly specify the underlying geometry library to use for spatial operations (Optional, default is "JTS"). - * :code:`"spark.databricks.labs.mosaic.index.system"` - Explicitly specify the index system to use for optimized spatial joins (Optional, default is "H3"). - +Users can control various aspects of Mosaic's operation with the following optional Spark session configs: + +.. list-table:: + :widths: 25 25 50 + :header-rows: 1 + + * - Config + - Default + - Comments + * - spark.databricks.labs.mosaic.jar.autoattach + - "true" + - Automatically attach the Mosaic JAR to the Databricks cluster? + * - spark.databricks.labs.mosaic.jar.path + - "" + - Path to the Mosaic JAR, not required in standard installs + * - spark.databricks.labs.mosaic.geometry.api + - "JTS" + - Geometry library to use for spatial operations, only option in 0.4 series + * - spark.databricks.labs.mosaic.index.system + - "H3" + - Index system to use SQL usage ********* @@ -162,5 +179,5 @@ register the Mosaic SQL functions in your SparkSession from a Scala notebook cel mosaicContext.register(spark) .. warning:: - Mosaic 0.4.x SQL bindings for DBR 13 can register with Assigned clusters (as Hive UDFs), but not Shared Access due + Mosaic 0.4.x SQL bindings for DBR 13 can register with Assigned clusters (as Spark Expressions), but not Shared Access due to `Unity Catalog `_ API changes, more `here `_. diff --git a/pom.xml b/pom.xml index f0b663cce..8d4a8abf7 100644 --- a/pom.xml +++ b/pom.xml @@ -278,7 +278,7 @@ 2.12.10 2.12 3.4.0 - 0.4.1 + 0.4.2 diff --git a/python/mosaic/__init__.py b/python/mosaic/__init__.py index 84ff72ca6..22fcceb1f 100644 --- a/python/mosaic/__init__.py +++ b/python/mosaic/__init__.py @@ -4,4 +4,4 @@ from .models import SpatialKNN from .readers import read -__version__ = "0.4.1" +__version__ = "0.4.2" diff --git a/python/mosaic/api/fuse.py b/python/mosaic/api/fuse.py index ac1966cd1..e4b09dd73 100644 --- a/python/mosaic/api/fuse.py +++ b/python/mosaic/api/fuse.py @@ -1,171 +1,71 @@ from dataclasses import dataclass +from pathlib import Path import os -import pkg_resources import requests __all__ = ["SetupMgr", "setup_fuse_install"] -def get_install_mosaic_version() -> str: - """ - Currently installed version of mosaic. - - Returns - ------- - Installed version of package 'databricks-mosaic' if available; - otherwise, None - """ - try: - return pkg_resources.get_distribution("databricks-mosaic").version - except Exception: - pass - return None - - @dataclass class SetupMgr: """ Defaults mirror setup_gdal. """ - to_fuse_dir: str script_in_name: str = "mosaic-gdal-init.sh" script_out_name: str = "mosaic-gdal-init.sh" - with_mosaic_pip: bool = False - with_gdal: bool = True - with_ubuntugis: bool = False - override_mosaic_version: str = None jar_copy: bool = False jni_so_copy: bool = False - def configure(self) -> bool: + def configure(self, test_mode: bool = False) -> bool: """ Handle various config options. - - if `with_mosaic_pip` or `with_gdal` or `with_ubuntugis`, - script will be configured and written. Returns True unless resources fail to download. """ - # - set the mosaic and github versions - # will be used in downloading resources - # may be used in pip install - mosaic_version = get_install_mosaic_version() - github_version = mosaic_version # <- valid or None - if self.override_mosaic_version is not None and set( - self.override_mosaic_version - ) <= set("=0123456789."): - github_version = self.override_mosaic_version.replace("=", "") - github_version = mosaic_version # <- valid or None - pip_str = "" - release_version = None - - if ( - self.override_mosaic_version is not None - and self.override_mosaic_version == "main" - ): - github_version = "main" - elif self.override_mosaic_version is not None and set( - self.override_mosaic_version - ).issubset(set("=0123456789.")): - github_version = self.override_mosaic_version.replace("=", "") - elif mosaic_version is None: - github_version = "main" - - GITHUB_CONTENT_URL_BASE = ( - "https://raw.githubusercontent.com/databrickslabs/mosaic" - ) - GITHUB_CONTENT_TAG_URL = f"{GITHUB_CONTENT_URL_BASE}/v_{github_version}" - if github_version == "main": - GITHUB_CONTENT_TAG_URL = f"{GITHUB_CONTENT_URL_BASE}/main" - # - generate fuse dir path + # volumes must be pre-generated in unity catalog os.makedirs(self.to_fuse_dir, exist_ok=True) - with_script = self.with_mosaic_pip or self.with_gdal script_out_path = f"{self.to_fuse_dir}/{self.script_out_name}" - if with_script: - # - start with the unconfigured script - script_url = f"{GITHUB_CONTENT_TAG_URL}/scripts/{self.script_in_name}" - script = None + + # - start with the un-configured script (from repo) + # this is using a different (repo) folder in 0.4.2+ (to allow prior versions to work) + GITHUB_CONTENT_TAG_URL = "https://raw.githubusercontent.com/databrickslabs/mosaic/main" + script_url = f"{GITHUB_CONTENT_TAG_URL}/scripts/0.4.2/{self.script_in_name}" + script = None + root_path = None + if not test_mode: with requests.Session() as s: script = s.get(script_url, allow_redirects=True).text + else: + # test_mode (use local resource) + # - up 4 parents [0..3] + # - api [0] -> mosaic [1] -> python [2] -> mosaic [3] + root_path = Path(__file__).parents[3] + script_path = root_path / 'scripts' / '0.4.2' / self.script_in_name + script = script_path.read_text(encoding='utf-8') + + # - tokens used in script + SCRIPT_FUSE_DIR_TOKEN = "FUSE_DIR='__FUSE_DIR__'" # <- ' added + SCRIPT_WITH_FUSE_SO_TOKEN = "WITH_FUSE_SO=0" + + # - set the fuse dir + script = script.replace( + SCRIPT_FUSE_DIR_TOKEN, + SCRIPT_FUSE_DIR_TOKEN.replace("__FUSE_DIR__", self.to_fuse_dir), + ) - # - tokens used in script - SCRIPT_FUSE_DIR_TOKEN = "FUSE_DIR='__FUSE_DIR__'" # <- ' added - SCRIPT_GITHUB_VERSION_TOKEN = "GITHUB_VERSION=__GITHUB_VERSION__" - SCRIPT_MOSAIC_PIP_VERSION_TOKEN = ( - "MOSAIC_PIP_VERSION='__MOSAIC_PIP_VERSION__'" # <- ' added - ) - SCRIPT_WITH_MOSAIC_TOKEN = "WITH_MOSAIC=0" - SCRIPT_WITH_GDAL_TOKEN = "WITH_GDAL=0" - SCRIPT_WITH_UBUNTUGIS_TOKEN = "WITH_UBUNTUGIS=0" - SCRIPT_WITH_FUSE_SO_TOKEN = "WITH_FUSE_SO=0" - - # - set the github version in the script - # this will be used to download so files - script = script.replace( - SCRIPT_GITHUB_VERSION_TOKEN, - SCRIPT_GITHUB_VERSION_TOKEN.replace( - "__GITHUB_VERSION__", github_version - ), - ) - - # - set the fuse dir - script = script.replace( - SCRIPT_FUSE_DIR_TOKEN, - SCRIPT_FUSE_DIR_TOKEN.replace("__FUSE_DIR__", self.to_fuse_dir), - ) - - script = script.replace("apt-add-repository", "apt-add-repository -y") - - # - are we configuring for mosaic pip? - if self.with_mosaic_pip: - script = script.replace( - SCRIPT_WITH_MOSAIC_TOKEN, SCRIPT_WITH_MOSAIC_TOKEN.replace("0", "1") - ) - - # - are we configuring for gdal? - if self.with_gdal: - script = script.replace( - SCRIPT_WITH_GDAL_TOKEN, SCRIPT_WITH_GDAL_TOKEN.replace("0", "1") - ) - - # - are we configuring for ubuntugis? - if self.with_ubuntugis: - script = script.replace( - SCRIPT_WITH_UBUNTUGIS_TOKEN, - SCRIPT_WITH_UBUNTUGIS_TOKEN.replace("0", "1"), - ) - - # - are we configuring for jni so copy? - if self.jni_so_copy: - script = script.replace( - SCRIPT_WITH_FUSE_SO_TOKEN, - SCRIPT_WITH_FUSE_SO_TOKEN.replace("0", "1"), - ) - - # - set the mosaic version for pip - if ( - self.override_mosaic_version is not None - and not self.override_mosaic_version == "main" - ): - pip_str = f"=={self.override_mosaic_version}" - if any(c in self.override_mosaic_version for c in ["=", ">", "<"]): - pip_str = f"""{self.override_mosaic_version.replace("'","").replace('"','')}""" - else: - pip_str = f"=={self.override_mosaic_version}" - elif mosaic_version is not None: - pip_str = f"=={mosaic_version}" + # - are we configuring for jni so copy? + if self.jni_so_copy: script = script.replace( - SCRIPT_MOSAIC_PIP_VERSION_TOKEN, - SCRIPT_MOSAIC_PIP_VERSION_TOKEN.replace( - "__MOSAIC_PIP_VERSION__", pip_str - ), + SCRIPT_WITH_FUSE_SO_TOKEN, + SCRIPT_WITH_FUSE_SO_TOKEN.replace("0", "1"), ) - # - write the configured init script - with open(script_out_path, "w") as file: - file.write(script) + # - write the configured init script + with open(script_out_path, "w") as file: + file.write(script) # --- end of script config --- @@ -174,13 +74,13 @@ def configure(self) -> bool: if with_resources: CHUNK_SIZE = 1024 * 1024 * 64 # 64MB # - handle jar copy + # 0.4.2 always get the latest release if self.jar_copy: - # url and version details - GITHUB_RELEASE_URL_BASE = ( - "https://github.com/databrickslabs/mosaic/releases" - ) - resource_version = github_version - if github_version == "main": + if not test_mode: + # url and version details + GITHUB_RELEASE_URL_BASE = ( + "https://github.com/databrickslabs/mosaic/releases" + ) latest = None with requests.Session() as s: latest = str( @@ -190,61 +90,81 @@ def configure(self) -> bool: ).content ) resource_version = latest.split("/tag/v_")[1].split('"')[0] - # download jar - jar_filename = f"mosaic-{resource_version}-jar-with-dependencies.jar" - jar_path = f"{self.to_fuse_dir}/{jar_filename}" - with requests.Session() as s: - r = s.get( - f"{GITHUB_RELEASE_URL_BASE}/download/v_{resource_version}/{jar_filename}", - stream=True, - ) - with open(jar_path, "wb") as f: - for ch in r.iter_content(chunk_size=CHUNK_SIZE): - f.write(ch) - resource_statuses[jar_filename] = r.status_code - # - handle so copy - if self.jni_so_copy: - with requests.Session() as s: - for so_filename in [ - "libgdalalljni.so", - "libgdalalljni.so.30", - "libgdalalljni.so.30.0.3", - ]: - so_path = f"{self.to_fuse_dir}/{so_filename}" + # download jar + jar_filename = f"mosaic-{resource_version}-jar-with-dependencies.jar" + jar_path = f"{self.to_fuse_dir}/{jar_filename}" + with requests.Session() as s: r = s.get( - f"{GITHUB_CONTENT_TAG_URL}/resources/gdal/jammy/{so_filename}", + f"{GITHUB_RELEASE_URL_BASE}/download/v_{resource_version}/{jar_filename}", stream=True, ) - with open(so_path, "wb") as f: + with open(jar_path, "wb") as f: for ch in r.iter_content(chunk_size=CHUNK_SIZE): f.write(ch) - resource_statuses[so_filename] = r.status_code + resource_statuses[jar_filename] = r.status_code + else: + # test_mode (use local resources) + lib_path = root_path / 'python' / 'mosaic' / 'lib' + src_jar_path = None + for p in lib_path.iterdir(): + if p.name.startswith('mosaic-') and p.name.endswith('-jar-with-dependencies.jar'): + src_jar_path = p + break + if src_jar_path: + dst_jar_path = Path(f'{self.to_fuse_dir}/{src_jar_path.name}') + dst_jar_path.write_bytes(src_jar_path.read_bytes()) + + # - handle so copy + if self.jni_so_copy: + so_names = [ + "libgdalalljni.so", + "libgdalalljni.so.30", + "libgdalalljni.so.30.0.3" + ] + if not test_mode: + with requests.Session() as s: + for so_filename in so_names: + so_path = f"{self.to_fuse_dir}/{so_filename}" + r = s.get( + f"{GITHUB_CONTENT_TAG_URL}/resources/gdal/jammy/{so_filename}", + stream=True, + ) + with open(so_path, "wb") as f: + for ch in r.iter_content(chunk_size=CHUNK_SIZE): + f.write(ch) + resource_statuses[so_filename] = r.status_code + else: + # test_mode (use local resources) + resources_path = root_path / 'resources' / 'gdal' / 'jammy' + for so_filename in so_names: + src_so_path = resources_path / so_filename + dst_so_path = Path(f'{self.to_fuse_dir}/{so_filename}') + dst_so_path.write_bytes(src_so_path.read_bytes()) # - echo status print(f"::: Install setup complete :::") print( - f"- Settings: 'with_mosaic_pip'? {self.with_mosaic_pip}, 'with_gdal'? {self.with_gdal}, 'with_ubuntugis'? {self.with_ubuntugis}" + f"- Settings: 'jar_copy'? {self.jar_copy}, 'jni_so_copy'? {self.jni_so_copy}" ) + print(f"- Fuse Dir: '{self.to_fuse_dir}'") print( - f" 'override_mosaic_version'? {self.override_mosaic_version}, 'jar_copy'? {self.jar_copy}, 'jni_so_copy'? {self.jni_so_copy}" + f"- Init Script: configured and stored at '{self.script_out_name}'; ", + end="", + ) + print(f"add to your cluster and restart,") + print( + f" more at https://docs.databricks.com/en/init-scripts/cluster-scoped.html" ) - print(f"- Fuse Dir: '{self.to_fuse_dir}'") - if with_script: - print( - f"- Init Script: configured and stored at '{self.script_out_name}'; ", - end="", - ) - print(f"add to your cluster and restart,") - print( - f" more at https://docs.databricks.com/en/init-scripts/cluster-scoped.html" - ) if with_resources: print(f"- Resource(s): copied") print(resource_statuses) + if test_mode: + print(f"- Test Mode files generated") + print(os.listdir(self.to_fuse_dir)) print("\n") if not any(resource_statuses) or all( - value == 200 for value in resource_statuses.values() + value == 200 for value in resource_statuses.values() ): return True else: @@ -252,34 +172,17 @@ def configure(self) -> bool: def setup_fuse_install( - to_fuse_dir: str, - with_mosaic_pip: bool, - with_gdal: bool, - with_ubuntugis: bool = False, - script_out_name: str = "mosaic-fuse-init.sh", - override_mosaic_version: str = None, - jar_copy: bool = True, - jni_so_copy: bool = True, -) -> None: + to_fuse_dir: str, + script_out_name: str = "mosaic-fuse-init.sh", + jar_copy: bool = True, + jni_so_copy: bool = True, + test_mode: bool = False +) -> bool: """ - [1] Copies Mosaic "fat" JAR (with dependencies) into `to_fuse_dir` - - by default, version will match the current mosaic version executing the command, - assuming it is a released version; if `override_mosaic_version` is a single value, - versus a range, that value will be used instead - - this doesn't involve a script unless `with_mosaic_pip=True` or `with_gdal=True` - - if `jar_copy=False`, then the JAR is not copied - [2] if `with_mosaic_pip=True` - - By default, configures script to pip install databricks-mosaic using current mosaic - version executing the command or to `override_mosaic_version` - - this is useful (1) to "pin" to a specific mosaic version, especially if using the - JAR that is also being pre-staged for this version and (2) to consolidate all mosaic - setup into a script and avoid needing to `%pip install databricks-mosaic` in each session - [3] if `with_gdal=True` - - configures script that is a variation of what setup_gdal does with some differences + [1] if `jar_copy=True` + - Copies current mosaic "fat" JAR (with dependencies) into `to_fuse_dir` + [2] if `jni_so_copy=True` - configures to load shared objects from fuse dir (vs wget) - [4] if `with_ubuntugis=True` (assumes `with_gdal=True`) - - configures script to use the GDAL version provided by ubuntugis - - default is False Notes: (a) `to_fuse_dir` can be one of `/Volumes/..`, `/Workspace/..`, `/dbfs/..` (b) Volume paths are the recommended FUSE mount for Databricks in DBR 13.3+ @@ -291,38 +194,24 @@ def setup_fuse_install( ---------- to_fuse_dir : str Path to write out the resource(s) for GDAL installation. - with_mosaic_pip : bool - Whether to configure a script that pip installs databricks-mosaic, - fixed to the current version. - with_gdal : bool - Whether to also configure a script for GDAL and pre-stage GDAL JNI shared object files. - with_ubuntugis : bool - Whether to use ubuntugis ppa for GDAL instead of built-in; - default is False. script_out_name : str name of the script to be written; default is 'mosaic-fuse-init.sh'. - override_mosaic_version: str - String value to use to override the mosaic version to install, - e.g. '==0.4.0' or '<0.5,>=0.4'; - default is None. jar_copy: bool Whether to copy the Mosaic JAR; default is True. jni_so_copy: bool Whether to copy the GDAL JNI shared objects; default is True. + test_mode: bool + Only for unit tests. Returns True unless resources fail to download. ------- """ setup_mgr = SetupMgr( to_fuse_dir, - with_mosaic_pip=with_mosaic_pip, - with_gdal=with_gdal, - with_ubuntugis=with_ubuntugis, script_out_name=script_out_name, - override_mosaic_version=override_mosaic_version, jar_copy=jar_copy, jni_so_copy=jni_so_copy, ) - return setup_mgr.configure() + return setup_mgr.configure(test_mode=test_mode) diff --git a/python/mosaic/api/gdal.py b/python/mosaic/api/gdal.py index 386070400..57c0e10f6 100644 --- a/python/mosaic/api/gdal.py +++ b/python/mosaic/api/gdal.py @@ -7,12 +7,10 @@ def setup_gdal( - to_fuse_dir: str = "/Workspace/Shared/geospatial/mosaic/gdal/jammy", - with_mosaic_pip: bool = False, - with_ubuntugis: bool = False, - script_out_name: str = "mosaic-gdal-init.sh", - override_mosaic_version: str = None, - jni_so_copy: bool = False, + to_fuse_dir: str = "/Workspace/Shared/geospatial/mosaic/gdal/jammy/0.4.2", + script_out_name: str = "mosaic-gdal-init.sh", + jni_so_copy: bool = False, + test_mode: bool = False ) -> bool: """ Prepare GDAL init script and shared objects required for GDAL to run on spark. @@ -21,8 +19,8 @@ def setup_gdal( a cluster restart is required. Notes: - (a) This is close in behavior to Mosaic < 0.4 series (prior to DBR 13), with new options - to pip install Mosaic for either ubuntugis gdal (3.4.3) or jammy default (3.4.1) + (a) This is close in behavior to Mosaic < 0.4 series (prior to DBR 13), + now using jammy default (3.4.1) (b) `to_fuse_dir` can be one of `/Volumes/..`, `/Workspace/..`, `/dbfs/..`; however, you should use `setup_fuse_install()` for Volume based installs @@ -30,33 +28,26 @@ def setup_gdal( ---------- to_fuse_dir : str Path to write out the init script for GDAL installation; - default is '/Workspace/Shared/geospatial/mosaic/gdal/jammy'. - with_mosaic_pip : bool - Whether to configure a script that pip installs databricks-mosaic, - fixed to the current version; default is False. - with_ubuntugis : bool - Whether to use ubuntugis ppa for GDAL instead of built-in; - default is False. + default is '/Workspace/Shared/geospatial/mosaic/gdal/jammy/0.4.2'. script_out_name : str name of the script to be written; default is 'mosaic-gdal-init.sh'. - override_mosaic_version: str - String value to use to override the mosaic version to install, - e.g. '==0.4.0' or '<0.5,>=0.4'; - default is None. + jni_so_copy : bool + if True, copy shared object to fuse dir and config script to use; + default is False + test_mode : bool + Only for unit tests. - Returns True unless resources fail to download. + Returns ------- + True unless resources fail to download. """ setup_mgr = SetupMgr( to_fuse_dir, - with_mosaic_pip=with_mosaic_pip, - with_ubuntugis=with_ubuntugis, script_out_name=script_out_name, - override_mosaic_version=override_mosaic_version, - jni_so_copy=jni_so_copy, + jni_so_copy=jni_so_copy ) - return setup_mgr.configure() + return setup_mgr.configure(test_mode=test_mode) def enable_gdal(spark: SparkSession) -> None: diff --git a/python/setup.cfg b/python/setup.cfg index 01ca109a2..298663a38 100644 --- a/python/setup.cfg +++ b/python/setup.cfg @@ -18,10 +18,11 @@ classifiers = packages = find: python_requires = >=3.10.0 install_requires = + geopandas<0.14.4,>=0.14 + h3<4.0,>=3.7 + ipython>=7.22.0 keplergl==0.3.2 - h3==3.7.0 pyspark<3.5,>=3.4 - ipython>=7.22.0 [options.package_data] mosaic = diff --git a/python/test/test_fuse_install.py b/python/test/test_fuse_install.py index 90a3b9c1b..ec0d82745 100644 --- a/python/test/test_fuse_install.py +++ b/python/test/test_fuse_install.py @@ -5,50 +5,38 @@ class TestFuseInstall(SparkTestCase): def setUp(self) -> None: return super().setUp() - def test_setup_no_op(self): - installer = FuseInstaller(False, False, jar_copy=False, jni_so_copy=False) + def test_setup_script_only(self): + installer = FuseInstaller(jar_copy=False, jni_so_copy=False) try: self.assertTrue(installer.do_op()) except Exception: self.fail("Executing `setup_fuse_install()` raised an exception.") - self.assertEqual(len(installer.list_files()), 0) # <- nothing generated + self.assertEqual(len(installer.list_files()),1) # <- script generated - def test_setup_jar_only(self): - installer = FuseInstaller(False, False, jar_copy=True, jni_so_copy=False) + def test_setup_jar(self): + installer = FuseInstaller(jar_copy=True, jni_so_copy=False) try: self.assertTrue(installer.do_op()) except Exception: self.fail("Executing `setup_fuse_install()` raised an exception.") - def test_setup_sh_pip_only(self): - installer = FuseInstaller(True, False, jar_copy=False, jni_so_copy=False) - try: - self.assertTrue(installer.do_op()) - except Exception: - self.fail("Executing `setup_fuse_install()` raised an exception.") - - self.assertEqual(len(installer.list_files()), 1) # <- just init script + self.assertEqual(len(installer.list_files()), 2) # <- init script and jar - def test_setup_sh_gdal(self): - installer = FuseInstaller(False, True, jar_copy=False, jni_so_copy=False) + def test_setup_jni(self): + installer = FuseInstaller(jar_copy=False, jni_so_copy=True) try: self.assertTrue(installer.do_op()) except Exception: self.fail("Executing `setup_fuse_install()` raised an exception.") - self.assertEqual(len(installer.list_files()), 1) # <- just init script + self.assertEqual(len(installer.list_files()), 4) # <- init script and so files - def test_setup_sh_gdal_jni(self): - installer = FuseInstaller(False, True, jar_copy=False, jni_so_copy=True) + def test_setup_all(self): + installer = FuseInstaller(jar_copy=True, jni_so_copy=True) try: self.assertTrue(installer.do_op()) except Exception: self.fail("Executing `setup_fuse_install()` raised an exception.") - def test_setup_sh_all(self): - installer = FuseInstaller(True, True, jar_copy=True, jni_so_copy=True) - try: - self.assertTrue(installer.do_op()) - except Exception: - self.fail("Executing `setup_fuse_install()` raised an exception.") + self.assertEqual(len(installer.list_files()), 5) # <- init script jar, and so files diff --git a/python/test/test_gdal_install.py b/python/test/test_gdal_install.py index f98a3d8b2..5b8117566 100644 --- a/python/test/test_gdal_install.py +++ b/python/test/test_gdal_install.py @@ -12,14 +12,4 @@ def test_setup_gdal(self): except Exception: self.fail("Copying objects with `setup_gdal()` raised an exception.") - self.assertEqual( - len(installer.list_files()), 4 - ) # <- init script and shared objs - - try: - installer_result = installer.run_init_script() - self.assertEqual(installer_result, 0) - gdalinfo_result = installer.test_gdalinfo() - self.assertEqual(gdalinfo_result, "GDAL 3.4.1, released 2021/12/27\n") - except Exception: - self.fail("Execution of GDAL init script raised an exception.") + self.assertEqual(len(installer.list_files()),1) # <- init script diff --git a/python/test/utils/setup_fuse.py b/python/test/utils/setup_fuse.py index 5bdc2b472..ac2fae795 100644 --- a/python/test/utils/setup_fuse.py +++ b/python/test/utils/setup_fuse.py @@ -8,11 +8,9 @@ class FuseInstaller: - def __init__(self, with_mosaic_pip, with_gdal, jar_copy=False, jni_so_copy=False): + def __init__(self, jar_copy=False, jni_so_copy=False): self._site_packages = working_set.find(Requirement("keplergl")).location self._temp_dir = tempfile.mkdtemp() - self.with_mosaic_pip = with_mosaic_pip - self.with_gdal = with_gdal self.jar_copy = jar_copy self.jni_so_copy = jni_so_copy self.FUSE_INIT_SCRIPT_FILENAME = "mosaic-fuse-init.sh" @@ -23,12 +21,10 @@ def __del__(self): def do_op(self) -> bool: return api.setup_fuse_install( self._temp_dir, - self.with_mosaic_pip, - self.with_gdal, jar_copy=self.jar_copy, jni_so_copy=self.jni_so_copy, - override_mosaic_version="main", script_out_name=self.FUSE_INIT_SCRIPT_FILENAME, + test_mode=True ) def run_init_script(self) -> int: diff --git a/python/test/utils/setup_gdal.py b/python/test/utils/setup_gdal.py index a62c4207e..7dab60179 100644 --- a/python/test/utils/setup_gdal.py +++ b/python/test/utils/setup_gdal.py @@ -1,6 +1,5 @@ import os import shutil -import subprocess import tempfile from pkg_resources import working_set, Requirement @@ -19,26 +18,10 @@ def __del__(self): def do_op(self) -> bool: return api.setup_gdal( to_fuse_dir=self._temp_dir, - override_mosaic_version="main", script_out_name=self.GDAL_INIT_SCRIPT_FILENAME, - jni_so_copy=True, + jni_so_copy=False, + test_mode=True ) - def run_init_script(self) -> int: - gdal_install_script_target = os.path.join( - self._temp_dir, self.GDAL_INIT_SCRIPT_FILENAME - ) - os.chmod(gdal_install_script_target, mode=0x744) - result = subprocess.run( - [gdal_install_script_target], - stdout=subprocess.DEVNULL, - env=dict(os.environ, DATABRICKS_ROOT_VIRTUALENV_ENV=self._site_packages), - ) - return result.returncode - def list_files(self) -> list[str]: return os.listdir(self._temp_dir) - - def test_gdalinfo(self) -> str: - result = subprocess.run(["gdalinfo", "--version"], stdout=subprocess.PIPE) - return result.stdout.decode() diff --git a/scripts/0.4.2/mosaic-gdal-init.sh b/scripts/0.4.2/mosaic-gdal-init.sh new file mode 100644 index 000000000..9ee60f8c2 --- /dev/null +++ b/scripts/0.4.2/mosaic-gdal-init.sh @@ -0,0 +1,53 @@ +#!/bin/bash +# -- +# This is for Ubuntu 22.04 (Jammy) +# [1] corresponds to DBR 13+ +# [2] jammy offers GDAL 3.4.1 +# [3] see Mosaic functions (python) to configure +# and pre-stage resources: +# - setup_fuse_install(...) and +# - setup_gdal(...) +# [4] this script has conditional logic based on variables +# [5] stripped back in Mosaic 0.4.2+ +# Author: Michael Johns | mjohns@databricks.com +# Last Modified: 29 APR, 2024 + +# TEMPLATE-BASED REPLACEMENT +# - can also be manually specified +FUSE_DIR='__FUSE_DIR__' + +# CONDITIONAL LOGIC +WITH_FUSE_SO=0 # <- use fuse dir shared objects (vs wget) + +# refresh package info +# 0.4.2 - added "-y" +sudo apt-add-repository -y "deb http://archive.ubuntu.com/ubuntu $(lsb_release -sc)-backports main universe multiverse restricted" +sudo apt-add-repository -y "deb http://archive.ubuntu.com/ubuntu $(lsb_release -sc)-updates main universe multiverse restricted" +sudo apt-add-repository -y "deb http://archive.ubuntu.com/ubuntu $(lsb_release -sc)-security main multiverse restricted universe" +sudo apt-add-repository -y "deb http://archive.ubuntu.com/ubuntu $(lsb_release -sc) main multiverse restricted universe" +sudo apt-get update -y + +# install natives +# 0.4.2 added package lock wait (can change value) +sudo apt-get -o DPkg::Lock::Timeout=-1 install -y unixodbc libcurl3-gnutls libsnappy-dev libopenjp2-7 +sudo apt-get -o DPkg::Lock::Timeout=-1 install -y gdal-bin libgdal-dev python3-numpy python3-gdal + +# pip install gdal +# matches jammy version +pip install --upgrade pip +pip install gdal==3.4.1 + +# add pre-build JNI shared object to the path +if [ $WITH_FUSE_SO == 1 ] +then + # copy from fuse dir with no-clobber + sudo cp -n $FUSE_DIR/libgdalalljni.so /usr/lib + sudo cp -n $FUSE_DIR/libgdalalljni.so.30 /usr/lib + sudo cp -n $FUSE_DIR/libgdalalljni.so.30.0.3 /usr/lib +else + # copy from github + GITHUB_REPO_PATH=databrickslabs/mosaic/main/resources/gdal/jammy + sudo wget -nv -P /usr/lib -nc https://raw.githubusercontent.com/$GITHUB_REPO_PATH/libgdalalljni.so + sudo wget -nv -P /usr/lib -nc https://raw.githubusercontent.com/$GITHUB_REPO_PATH/libgdalalljni.so.30 + sudo wget -nv -P /usr/lib -nc https://raw.githubusercontent.com/$GITHUB_REPO_PATH/libgdalalljni.so.30.0.3 +fi diff --git a/scripts/mosaic-gdal-init.sh b/scripts/mosaic-gdal-init.sh index 950b0ffe9..a899c7cb2 100644 --- a/scripts/mosaic-gdal-init.sh +++ b/scripts/mosaic-gdal-init.sh @@ -1,17 +1,19 @@ #!/bin/bash -# -- +# -- +# SCRIPT FOR 0.4.0 and 0.4.1 +# NOT USED in 0.4.2+ # This is for Ubuntu 22.04 (Jammy) # [1] corresponds to DBR 13+ # [2] jammy offers GDAL 3.4.1 (default) -# - optional: Ubuntugis offers GDAL 3.4.3, -# with additional ppa added +# - backported: ignoring ubuntugis +# - repo changed to incompatible version # [3] see Mosaic functions (python) to configure # and pre-stage resources: # - setup_fuse_install(...) and # - setup_gdal(...) # [4] this script has conditional logic based on variables # Author: Michael Johns | mjohns@databricks.com -# Last Modified: 05 JAN, 2024 +# Last Modified: 29 APR, 2024 # TEMPLATE-BASED REPLACEMENT # - can also be manually specified @@ -22,11 +24,11 @@ MOSAIC_PIP_VERSION='__MOSAIC_PIP_VERSION__' # CONDITIONAL LOGIC WITH_MOSAIC=0 # <- pip install mosaic? WITH_GDAL=0 # <- install gdal? -WITH_UBUNTUGIS=0 # <- use ubuntugis ppa? -WITH_FUSE_SO=0 # <- use fuse dir shared objects (vs wget) +WITH_UBUNTUGIS=0 # <- use ubuntugis ppa, now ignored! +WITH_FUSE_SO=0 # <- use fuse dir shared objects (vs wget) -# SPECIFIED VERSIONS -GDAL_VERSION=3.4.1 # <- ubuntugis is 3.4.3 +# SPECIFIED VERSIONS +GDAL_VERSION=3.4.1 # - optional: install GDAL if [ $WITH_GDAL == 1 ] @@ -36,11 +38,6 @@ then sudo apt-add-repository "deb http://archive.ubuntu.com/ubuntu $(lsb_release -sc)-updates main universe multiverse restricted" sudo apt-add-repository "deb http://archive.ubuntu.com/ubuntu $(lsb_release -sc)-security main multiverse restricted universe" sudo apt-add-repository "deb http://archive.ubuntu.com/ubuntu $(lsb_release -sc) main multiverse restricted universe" - if [ $WITH_UBUNTUGIS == 1 ] - then - sudo add-apt-repository ppa:ubuntugis/ppa - GDAL_VERSION=3.4.3 - fi sudo apt-get update -y # - install natives @@ -60,7 +57,6 @@ then sudo cp -n $FUSE_DIR/libgdalalljni.so.30.0.3 /usr/lib else # copy from github - # TODO: in v0.4.1, include $GITHUB_VERSION GITHUB_REPO_PATH=databrickslabs/mosaic/main/resources/gdal/jammy sudo wget -nv -P /usr/lib -nc https://raw.githubusercontent.com/$GITHUB_REPO_PATH/libgdalalljni.so sudo wget -nv -P /usr/lib -nc https://raw.githubusercontent.com/$GITHUB_REPO_PATH/libgdalalljni.so.30 diff --git a/src/main/scala/com/databricks/labs/mosaic/core/raster/api/GDAL.scala b/src/main/scala/com/databricks/labs/mosaic/core/raster/api/GDAL.scala index 3517f9368..d840a3205 100644 --- a/src/main/scala/com/databricks/labs/mosaic/core/raster/api/GDAL.scala +++ b/src/main/scala/com/databricks/labs/mosaic/core/raster/api/GDAL.scala @@ -82,39 +82,63 @@ object GDAL { } /** - * Reads a raster from the given input data. If it is a byte array, it will - * read the raster from the byte array. If it is a string, it will read the - * raster from the path. If the path is a zip file, it will read the raster - * from the zip file. If the path is a subdataset, it will read the raster - * from the subdataset. - * - * @param inputRaster - * The path to the raster. This path has to be a path to a single raster. - * Rasters with subdatasets are supported. - * @return - * Returns a Raster object. - */ + * Reads a raster from the given input data. + * - If it is a byte array, it will read the raster from the byte array. + * - If it is a string, it will read the raster from the path. + * - Path may be a zip file. + * - Path may be a subdataset. + * + * @param inputRaster + * The raster, based on inputDT. Path based rasters with subdatasets + * are supported. + * @param createInfo + * Mosaic creation info of the raster. Note: This is not the same as the + * metadata of the raster. This is not the same as GDAL creation options. + * @param inputDT + * [[DataType]] for the raster, either [[StringType]] or [[BinaryType]]. + * @return + * Returns a [[MosaicRasterGDAL]] object. + */ def readRaster( - inputRaster: Any, - createInfo: Map[String, String], - inputDT: DataType - ): MosaicRasterGDAL = { - inputDT match { - case StringType => - MosaicRasterGDAL.readRaster(createInfo) - case BinaryType => - val bytes = inputRaster.asInstanceOf[Array[Byte]] - val raster = MosaicRasterGDAL.readRaster(bytes, createInfo) - // If the raster is coming as a byte array, we can't check for zip condition. - // We first try to read the raster directly, if it fails, we read it as a zip. - if (raster == null) { - val parentPath = createInfo("parentPath") - val zippedPath = s"/vsizip/$parentPath" - MosaicRasterGDAL.readRaster(bytes, createInfo + ("path" -> zippedPath)) - } else { - raster - } - case _ => throw new IllegalArgumentException(s"Unsupported data type: $inputDT") + inputRaster: Any, + createInfo: Map[String, String], + inputDT: DataType + ): MosaicRasterGDAL = { + if (inputRaster == null) { + MosaicRasterGDAL(null, createInfo, -1) + } else { + inputDT match { + case _: StringType => + MosaicRasterGDAL.readRaster(createInfo) + case _: BinaryType => + val bytes = inputRaster.asInstanceOf[Array[Byte]] + try { + val rasterObj = MosaicRasterGDAL.readRaster(bytes, createInfo) + if (rasterObj.raster == null) { + val rasterZipObj = readParentZipBinary(bytes, createInfo) + if (rasterZipObj.raster == null) { + rasterObj // <- return initial + } else { + rasterZipObj + } + } else { + rasterObj + } + } catch { + case _: Throwable => readParentZipBinary(bytes, createInfo) + } + case _ => throw new IllegalArgumentException(s"Unsupported data type: $inputDT") + } + } + } + + private def readParentZipBinary(bytes: Array[Byte], createInfo: Map[String, String]): MosaicRasterGDAL = { + try { + val parentPath = createInfo("parentPath") + val zippedPath = s"/vsizip/$parentPath" + MosaicRasterGDAL.readRaster(bytes, createInfo + ("path" -> zippedPath)) + } catch { + case _: Throwable => MosaicRasterGDAL(null, createInfo, -1) } } diff --git a/src/main/scala/com/databricks/labs/mosaic/functions/MosaicContext.scala b/src/main/scala/com/databricks/labs/mosaic/functions/MosaicContext.scala index 00028dbb0..8a1075a76 100644 --- a/src/main/scala/com/databricks/labs/mosaic/functions/MosaicContext.scala +++ b/src/main/scala/com/databricks/labs/mosaic/functions/MosaicContext.scala @@ -1043,7 +1043,7 @@ class MosaicContext(indexSystem: IndexSystem, geometryAPI: GeometryAPI) extends object MosaicContext extends Logging { var _tmpDir: String = "" - val mosaicVersion: String = "0.4.1" + val mosaicVersion: String = "0.4.2" private var instance: Option[MosaicContext] = None diff --git a/src/main/scala/com/databricks/labs/mosaic/package.scala b/src/main/scala/com/databricks/labs/mosaic/package.scala index 86bdbcec7..7b5f1da73 100644 --- a/src/main/scala/com/databricks/labs/mosaic/package.scala +++ b/src/main/scala/com/databricks/labs/mosaic/package.scala @@ -32,6 +32,7 @@ package object mosaic { val MOSAIC_RASTER_RE_TILE_ON_READ = "retile_on_read" val MOSAIC_NO_DRIVER = "no_driver" + val MOSAIC_TEST_MODE = "spark.databricks.labs.mosaic.test.mode" def read: MosaicDataFrameReader = new MosaicDataFrameReader(SparkSession.builder().getOrCreate()) diff --git a/src/test/resources/binary/geotiff-small/chicago_sp27.tif b/src/test/resources/binary/geotiff-small/chicago_sp27.tif new file mode 100644 index 0000000000000000000000000000000000000000..bf2a26cfa69705c276631c38f8776a7aab0b29bd GIT binary patch literal 650466 zcmX`TU1-~A-ZuUogk|1kDZ`Y~QfLSy5cAq#3`QUj2y`M|9q2#@IuPhYAP@*45E4Qd zA%rnD#u#H8V~jAy7?Y5MU=s2{`bFB3mZslL+cZtvOgFQgotfQz_WRj+cKcqp=g&Wx zWE@*xwXgfSuiy2%ZvEf?`+xq|==1;nUtfOy`QQKZ^S@@ke3`j-^z#1xo&AG@Hy{4+ z`H!dN+QwvkvcK}~?|=X2fBxs?^ZR%H{LjDdeE)cB=iu<>llzm=%B}l%ZoRy9@BTse z+0lpnd)HTz!DRgSx1V0U|M6dc**VzR*j+h0d3^R^|LNnM<@M*^K3m^D-!GI;_B*@7 z)w^$BZQWU(lm_MFyPbFa%6NCVdF#Q0XE$4eQ8IY=_Sw7dZ&#N$4)&fMZLTKc_kUdP z^~S~F&L~;A|E$#<_j)^L=Z{W4*xRFLo9*4n=JVhGZn+TOdi(J9@_4YDjQTstkNXG1 z$^HGCA5R~@d-nbIUTvj0`r-WNzy0)IKYsa9>D;9t*)+(wvzSncy(hm z9MSSA$tW3(hQr|~N&5X{++6F8lTmNAw>%#8m-^$S!C*WZtqfO& zYYF}w4hBp80X82D2P>WB{z`8&Tbh{lq?zHh#YtR~W`t3nIX$%{q zdbihWHIr_yk>IHKE{_`B9=7jx@pL_@^jqy#zuK)P?M@w=v|HVJv(vx+KcBw;^zdlr z%gl@*QbDaA#HC6t8C_rNd)IWaAeB=7{hKRC`~7akuQg@;LQGq1too*>>ym0mo@6@( z*{-a#JC+^_i`1we4(i;&9~*PUV%c{5d)s3!chUBrPUSJm4Y<6LOff8sn*h=pHN$HJJ zo~R0RDwnpM;<{mq{ih$EeRzBJ;inZ_thXZDbPY#yWLI@0Loqd1)g?pI4M~x8*^u!Y zZ=WukydlZ>QZ!N3jJ(ch{Qvi-s49Xgh=MArv?|)7E~+9nHAO=*WLZ;rhc-kN2azTG z;Fl=#DkpP>h~r{UUDQ-X=N&;+6kZif*%HW}ipuM}Dw}v#MEgI*i zG+x3XS%np4iNkKJ!O9$-BF_nVax9V2vZAQbA|o-PAWAGN;WwkvdS2rNUSshF2pq@r z9E+pMc`0o$a$ce293$5M^|0Qp(tz%8;K}~5XOx>!Z9KH?VYJBOtqlcz{ovl(@=7n@ ze3KDWU9~wA?}6|7x)<3QiE{%xC^shimYEncTg#bXoJ{`oU#%-rwHoMV=k|fX+bf}> z`;^zL30H*9zNg9k;{Kdp!DpKnqH;aTW*Nn!i;9pEoojnLS-IlLtz=FShUHA&;pN5W z6SbGW!YXY>2*D6I&EoUC^T?Sd1@X^{<9qlm7k z1(vteT#Ap1ES)b*a&ydArHsj6aCbWCOX=9ZG?N}~Ht1`D;)t7*cvQ%_L3T0ArE&|* zLN1j_t0_gNWV8O{{CKS#HzM9N^WUU%B{eWCH#9ar9lbmGc=E$}w6pBlrlotfYO03j z8oufXo?uMTYRZPL1H!VT*{Ur#iURcE-4s+!kW`J)I8&1FrzjAVX?U8_C6UKxF4}@g z+kiW8ukxy@0?j%D;1K9?29A#}02j~|1sjmp1r6V#Dq9MU!&!Mx#EHmJ6@XGzR6)UC z7UwAdrKIDxt_wODRTv|`3@C+Ha1DSr1`ruJ6i!a5BBx@Q0JEIJiGqUPCa2{@Q4kcK z{N{mwMxqJm0aGAXmRaDClO>T;SR7pxc`2{63eSs_#!9q^Z8aMIW=3X3AXgF@LF5HN z5VJa^i1^q!35Q^1UZC(#&YP6TicEK7=8|o2(#&vFc3vI|m9$f^+@4YsyAqFM8KAi4 z;f6cz`JPi@InHG9G_G9p)!2^<4yTAgY&wAxR(r!R?rf#}k>~E6?O#gse%bf*thZ9$ zJCrHWr!vWttz7DAf88=oQJJ`fT4wILe{HE=S5m4aF_h=<&E~bs$&Iw)Sms2}=7E-+ z;+QnmRor>SGbLNrOr>nk{5n6UslB99qd9lEW=Hc;LNk1&!1J0YER^J4n_5&QhFcK2 zrMbXwGRCD$J1*EFC*&6>)l8@DLN8Z!5ru5Kwqq%BmCh{Y z7E*H=Gf!u7w3xOs0GxO4=D5K+t$I)yE!&LX@cyVoM`HK%?Bw+0*@xeK=(J2*_cYJ8 z71i)0@U3YYge`$ld`p_HX~3_lT8brFyaw!<93~b?CP0(06=oXQM_gVLad*_=RH&Hc+GSmVncMbXA2AyeyOd<4_il2LLZQ z5ig6f;L)zEVGqLH3JyvhU{IJGw!~GaU{XL=;SEvZ)x49#Q+bocF=!kBWY24ilgF^5 zB!Y7e(}gJFnt?`*k$DNA<8U6}2Gq&1qM30)r5FXcGyoNt2dAoeod#@Kh7$<`lQAGL z7`YjlHbBZa2n+U=7$vXJA~iE}XY=_-`KIl0ouroD2bvV6+^Dr{tyDn~nQSirRyLmx z+a*v7Mm!lydQQP8uv9aQd^gYoKa4%a^&RuZZn3`I4esA=<;v?zGrA#|ah%N?{ODyt zJXJ4=H%?otX>D%3S+kvTJ!xl{OnM{=y*kZPCdKCXAnTsqyOh?ta>C59E!Uw0)z%Hw z68UOfrwmWc84Lz^S>_K~oS;~ZL5J3q=1%d-%%E(hcs0vB{+&gY>zIr4lr3it#H~9E z&BMvMDKgb!sT8Yn!9PwI=}O_RrWzCfHB<Vr393UO%mp!^gOU|d1)qYzG4q3eiCzGq z^9l|A0B_=k^aEPGz;u5Yi6TeX`zOTKQH%MvZzuG;Qo8z2ELv z%jKsldqz{vl;T2h6i_$pEMyj+;;hzOGs8gv4br>5~XWwSoOWP2y00Uz%;Osaqqe(aYn#5JU@A{sQNc|0u&oS6qDQbbdL z1x0+^xI%(fNgz@eGdnpwU@36~Z{TzcOpTHi2nT2kO5jwo^DiQo{HCE0ur(fFU{Zu6 zp>YL>2vGpmLB(=T%gH$$3?~+5X1+Z5@4r^%#7J2|yK{Vet34|8`s+cv*DYvXMlefn z6m_?&S&;E~^Ed`#1w)b5b1J79CB-xfno4EM%Tm~*-knJ85h+T_`_Rv~Y6Rtjl9VfYN* z2BVVXByb9SRT?!GK^c_!<+^c{6=;sH1^C2j(Y5X0YhEDsQd-`x$)ag!5|yP3^(a%l zU!p3njCa{wZ`(_WTt3B*LR2vx>&-cx*=8qVsg&YM{Ob2{;8nVv1vk{zL#?IpbcSUW znpa#yUnDx2%Q(JgDY4C(qcxwGeIK>-VA+=p)3G!udh+e-qYtM)e4Gd+jAY-kbjwy8 zfL0d*OzJMU4YRdm=zt%v3cX+|mWrtvf9pB~fy{$AMT50a2LZmE2H8j^V8BS5d^Yvl`BDjcPgn-DJy< z>t|1mlwcHXI)622)h;o^wTzLf3Yo9<*w(1L9bpz(QSyuCzL%Rrfm5=!-!VeHF6IM| z=k#VzW*K~Djo~FF$Stx0+q4$5bYL$&K6Y?6Ep0Nq-A<^ij-pj8tyIP@HK7Mxo!z0yqn&m(-byss-O@}Zw zMG&3tu%KK6L<>~tnqmRTrtCn2Lbys~-c}&VK*|blK`s)J3E~n^SP|X@L&;z=1sVW* zp}+#FffQQ;)IcbNNKs;;#FK$*0f-jBm+&d@BcPBl!JF6()fPMjFgLz%PKXFYQE6yF z_#hes&w|6Kf`dV>0`(e>3~DB@!>QmTkP@vO67X9?=5mmd&63BmP+F?n^iskb!o$&Q%j=d?oUct zmTnK+YpUw2&CsdT>R)HV-n=1|uI9Z&B@^e0n>&3m!%YRt9+gU_8E_~mX(&?5pY@yC7adFm*!_1Y&#^}x6*Bx)8Kc`uh>SZmu-w|0eBMOG# zsJukclwrGb(EcWK3 zL1|_X?I=1xtS&e(pKNGdAeZyGM%6p6N$#9@B_0!qH#&U7ZfnD;P50|2Z@Ey zWpFh33Xr;#K;SEMZ^mXA_9Hj%1rLl5hw@_NTeVo1t)P^bI7nu*5Ri(Mquo9&rqUN@ zvs9Lv7cgirefY&ti_ONOS*j;Vqh_t&-cFizbCI?A&ZJvWuc)i7OTD0!bL(-Xdb8zO z-Af+jWw#23xMXm;?{gwmnAd*4birUs3#&8cKYmPI*!NR`^6P%LfsMQ`rsL(?zrSaMD+$lU{H!D0o$$Z~dN)J!k*HY!_9 zuDciU+|K&1@3#K@$H1{Q%PMMW6TXKcM>SquH6Px5JnGzDc6Dbokb8c!FMj2vC5(Z< zl0g7wJ<8<@cE}fR+@29qcP3DPrfs$!yx1-91=FJA=IOVOUp+rP|NOvp;sAJc99M;- zsu`MzA_%n)@fI}EQQ*@G&j8UH)Bsixq*F@(F9^gu0r{v;lAPsMf%{CeasDpB7pII3;ult5;P_lwR;Z z07URA1{he!JG=RjRf(5a*ulmc|*Y^Uhm^8xi50$GPs$DzB2zG^|S&@xd3t~lPluWU}WG=I& zcB6Djqu4x`gSo+)aby+Uv>d{IQpYPd#&>siE3srLot5jzy+?}C0!z>l%t`;^In@&qj(PdfAIeN#b zmE>Y2&v|ogcRr^%Y-e(fy*=qi9v%Jd{Z|oRRpo`rnZ4P|D?XeZiME@|a&Ml?vzHsb z(MySF>ZsU<-#);E7TJ$n1*==}Thveqs;h7A$ysSaO; zT7)=I;e!FY5-3-M=?kfAN|t8fMbvMQ4d6S{av(l|f!2T_Nzi&k_mVOSv**+JPUpT*ud*Fb_GGhu~12&#@if`qhMdC4^(PIZr~fds6sDbJL1O? z2?CbJbdQ;zSa~=<{=yMK#{v|HPR12b3Tnm$;%VTMuxiGo(P&_Z(Mxl>F$AG9{k}S5A;&SkBsWc`2|%Cbe$7~h|T9|$rd1Ha5hHbw0!FFZ!%lo z{rB;;lwP74mXv{pUNf4a=y@fN)~e0DVt)dq9+oMh@ldbGl%nu!}Rz4VA zTa25_4O*1Gxti2NOjPsHwQ5%_G~l_VIk7QVc-Xtbwzs>TwmCN_aJpC&GL}m0LZ^IH zw(Ff(Z~IxL3pu8<(?cbx$}TFVwZ1^TAg?}e@YRX&pxdXii% zGn9Q_UL7r_O#N33A1iJ?^o4ngnx*mBbGzj#&D7SDd1E7EmnLR0B4xGCaSFTv)2Q;g z6^R+virsv^aPxr&B0@(?9PQc%fnLxxJ7}GLdh`19>HBYgdSCEs#foh^rf#6Grn-hL zda?zL1*uECF~|iXb;SaDJfKA24&?;YBsfjsEHEE|uLT@}Ye`Wq!Ibo%6G5IZji3Wi zh+!xIh=L2Fm$bZa2%U86P_{ualYW*2T?-VTwzEi=0uZ)2!1I?cmG}*yYnAgDj25V1 z%;q>h7#M^Ly2ZiZ)fvzW@LnMg355cU7E!9K35dWXJa zk3au>v^ZaE2J|9SPF4YZRNbJRl*(uwwR)@j2fM;VirazJidP!_l9Oc*Pm0}9B02I+ zP43Xrjk;?!ZVl9Gm6wCdLB_pxC0KSs!48C4BiruJvi+w?6pSk)7*C=iyRM7IM%YWP zs?w;!s+%LHar4$nNy?kU`rt{Wy311P(lw@JD25_1i*#{ca6}=;uO~};_1#M9qIY|L z2|CeaWcB-<imZ-Zf}OaWvL& zWXB5gY^pkky17DA?85G0S20+xjj8aA3P!pYIres;C zZLl@wY2b|X%2c>c=w_)L>LhRsBqZPkdc+uk`v4wA7Y-9X8n>WeC|PJfKEwn@ z4}Ot`G%yX8)``^sIZKo^Y%^RCj!lpb{Nse=(4-;Ffz<&qC?>*-q+y1M9$FnmAq}yN zE5TI&kSMZrh+ObBUwtcv;%e-l)* zxHLc)IvYL&jCAxUaw6S7Q4IgqZ^hN?E=^^ZOZ!JPShj*;aCT^BBWrFpHNQA3QK`$b z=JmTvKmF}rKkdw*7aK>mMbQu~uuOEd9C6N4SC(~a65{cuCY2;{>JN%M0!7# z+>Vzo6uE-2cTFf%8)pA)s05_hldjagO;)M1R(icpH$u%-GO6fjKjsoAvp1{PN==g) zMOV4OL|Ks7qPL)yN5!CDSvFbLj=fGxtZ&Shr1xsvP{l}0ODf;&axg(M_MMtAuB^qv zCBIQY$52!$&N(}vpBK!-t6cWZvNxN9hniRPv6`i*P_ie~ zBDw~KtC*G}rX(Yn*+xNGqQe9|KU20_}dHeeLtCw$1&(9B< zdK?6rD|x18I)-cM4r(n6P%|`4@&fn_9)u3bjr!lhd}=ca=yNJ{QKktHW1v@5^7ycz zFV~RwAd03FzfwNW}!cZDVGQV=xAgM&_X6^0e~bR1k)OL zmn_mxKnZ~{L!9KPgaD00B(rcAh;k)E05SmElduEuM<#oq59A4xj3Yb&rUuQTssdvJ zaex{t5OG37Xh1~cxIiAb67dKc2bd~d(piAiMcaZRd*C4WB}@TK9-utcvmkQ{P@alk zf_sMHz}8t}W5BS)A!UJXpQ)0zar4Ei_9Qc3Jm@rkSKt_!CV9zSWOelq<91|H`CN|4 z#5ab{CF znw&F&B1bQ>v7bRL<7dlhREer#Ds3=k==h`4+eVPJP;?dQ`Kq5zvs~8g^V;<*7u*B3EO>k{|Y-?;4X{?tg66AXVHsd%@)f`3zhoUb5vo=mbA7$j|4|n8L^8c z&*Du@GXus~9G&7Ryp^f^HRHEm?{kbV=+}n(yG^5Gl?0o+ef8$MlV>MK?~c#D{o#qK zRwJ{Z6-3u^CD(KycF9DqX$ty-va7iq7*&UIKt*L5q?-mu)kOCdHWsP>ojsnq~@&@UzsR>>2+0CfQ~PvOxkBuzQ=9zeGsa5!tk{YCdzVo85O zp{5QeNEgnoOsoa4uAT#FQ%Vl}+xbI@RR-U^RE_QaBTknr809d@Ay88rNsf?J> zcip&@)Jz*8Hr;e(M?nFMrk5q_E|?ceL2}T0HT8nxpbo>73Pt2p72yKApb=O6Izwv5GMl6fjWo`RCZ+efD%cn zf%Nu>JkdoLGXOTgj}D+?CyWjvIz$LvC{Q4BD!9>6#^sR<5*3NmS<`6&CK!t}8epu0 zb>VafqE6$A;4O%VnqhuNy*4Fa@?Z+x9HcIyH;}T#L?AMNK|W#He*g!AY)O>{J3;_f z0bpW{5$qCIH*4lZ3MN~Qt^cbf>(+{5F2CHX1f!?>!+M^P=0{#}X6EoeUpkH5;_${s zkX>0j*s8AF%^6lXL@cu0Y&A;-Om>$ju5RIYtNX!1&@Zb|>E`p>&yKb+qhAA1*stdo zq*3AolGk#gC#QCGDPc5wv<5HD67=@Al~*r1+T4nmV@zEg-J1wBU-J>lDqgeJIuwfP z3>SAAbG}xM@(WfaRyC_dy9EmKzhyh(?C)}|EeQEp{$7PBSKD%mIQK8pdUAw8;hNByk>QokpeYOA3KUA%c4|s74zazEs3B=Y zU;|7FGXls`6?hxKIcal&8wt@)p$q>)!bT+dMZRSE`d7e5hS7{F4g;Z9;CKb3rnY#3BGjAqYU( zs9O3)roh-}Nr0z`UVztyy&;83*B5L`o(5+>1(K({EOrXw=8UVj96p6vp;}H>jGm^=8<)`{cpn$$nCrr-z#} zmm2#?vE4J9a2I~H_0(=pDoVCHDZxt)kQ8ePv&=%hl71BCB_YqY-`vU1d1WOPb0cG| z-(SdP=)7W=1)0s7Vk%?hIJIr|>8NYFGUHk@-+f)IZO@ly*H?>%mq_fwXk5LseJwjk zOH{WRP8h(F7VUy})qXl&%sXKt{{RJVj$yM4op#plhq}rk`{PM8wYa=g^dnnptd>*8 zI4R^<@PM4BvzX9rub`)SC2Pu&N?&4}PN3ROt>e3%*Yud&{zk`aFpbD4Or9RSdHv$e z$&2GR=b!JXwo*4-^rbc1hT4TwVIY#@Nr*V0uZH4H(F{XI$QaOt(T1{(7*ZsM06Y<3 zf*N7Sqh|)aKv)&6GiXQnV}zwqs1cO`*qT!-7Pc>_mSh^RDV}5zm0)EW))>HxCI&$u z4j@>lzo0;HY%sBav4r*-$y}nJMotAq4Y~!(ld{c(b%Cj$!Qdda7YWZGz=FOn<^Y@& zEisA|a0Gkk0i#NTEeqp?bQOqohUa05;RV^GiNXNuVlT*5w8KP!^omI>N{n10bJ6vc zfmBkj!8gX<45SEomDFkqa+S!T8W?=*uWuWUy*c^Qo4rT31#`}vwU<_BW@gww z1Gr!QJ@a{Hp?kA@akM|Yv%Pxf!8izpgGOA_JGDl=+b*viCLEFom?TVV;3f~=N)3Pg z(ZT+~!}~q0ygC!jo&L?7ciPSUJJ&0vrIz2lyP8zuzx& z1xdWRyW4$TM{v`~Dutlb@r1R7qAjwE=_g4BX*-vfMtly{t~)<=y@a=tj zRxb)9kfnK}0Y%l9+EQMi%C2vxO^P=hL>F>+?@ec(xyp}*>Zn>U%R!?WI_MfFVLOmx zVw0?Fyf}J){PyV0o0AXczn`d9kwnK-4;F)^B0=gH@W$W{qkz*PA7B?CAPGo=(TK@l zVZtO$G~{pbF@yPFLji0yY*V0cDtytF09W!B_>u@&;2R`O!V7>biYEe2JOUSU*Z_Z! z%orRk2xBlR7@17oDu>#Rs0B^WyQHU!M;H%~xquId9%&%r!;vunZA|9za;^^S(%N6()QZ->svR*mB=5g*9+ZJuia`kxw)BvnoY3?JR^%~jo#mC z=E|+={_8uBU%c9A)|ZUTlk?(Ns*q16C}!4Fweo5gjf$0`vDnymuc$Y|OJxh;38%a2 zJKgsdGI0`KSUW6HdQ*?KyREySu!aAbCknRIi00A8)d(a{p6htk6cmXwnVlXc# z(4f5>LOkRkAZb`ufGui3vOO}8*c+H7zcJgZwu(kGI2JB1dI@0WDf(H9@ffrvK+L3D z!Rt_`xI*wI=y0l5NPLEc4}ydYA~6{Ym_>_@G}O>IBjAP9#Y^Z)5LXyDMU@7FnACTG zFXVwTwT3Be3SHzBkXR7mgOTn7!8Jm;$k#&ZqWeb5IS!dJ(q91orevfS+Ye4QTwAOR zqosqYAXZA!!28R|FTnlR(#-OkH=mz`*SMwK$T2x!qe^+EHSz))|`l`lNKZ zyd_;M*E}#N^pugf*~+8GtqkHlvG3M9(Pl@ByM|B=;euxSlZkqF)adl^PPv_m8~5Q@ znTyOLBPkZ#H2eBCKW7)HO#K!8Zt@%BnL5izDZZ91uJ@6XDY4Ik=v-0|7D_ZBmknY* z8&33$5QauJaQj=C0wor`)FQI_i}}K!la}d*aK#BruIq3dxYE>;qVhE*)akrY2_yCT zkKexw95+U*EZp3;%AK|xy5%OzmaCnoM<0()j$S`MdH4CdaHc0(S?26QBdr;9Ze)0$3@vINK^!b=ul2wEPp7Nr^baX1UE0?jOr zgA{?(rTZT{ui@2{tVx?UD(zBvV=3tVf?Q|y>h`0fXJ_w|)n}`%mFtIwS7?lyQM=L8 zlEkDhZ~WuS&w;;fH!frGMlPQeom)>jSNT?Lb$hRSur=BWlJhQ;nxoW;zEIoV+#TK< z8FG~32m92bKGvjzjrnZ3TQf^@$g-uABpe*yhQY`3k=GbCzTzv{V)wFBLs&QG-hc7! z$;U3=OC)QsZ5MgdL8D2@G;T0irm}ItdAS~-b+F*2CNq9*%S?H67^KUzfx9bP*|oRc>D2d_@wpFKT&_wLO* zESlIcT1hjoQB(rD7T7lse9@KBV}`HmfWmp~${UcQAYA~05HIqHq??AHsiGtkHxarp zY;_UC97`x*%Yq95MVJeSArf|WGxl@=4GJS7f??k3#0hZoJ|KsL8Ic6|#@mK~1VWC) z-?iWf{6fHlbwy+qa2gWRBwal+1cob^5E89m&bYs)fq1jO0ZwFq>zlt;|5j$EiYHAtBpcb z8&!0Q^T)z?cJKO@m@jnWx^Tmv`S)3hot5)$oNZ9~d{O4EXiHde#@H+MEFE8=u2KuR z9Hl2MTT4;7uvDBKqb0%QFx!XSA`N`2sr-<&*lK%AQ;n#=CL16B`kiYVe93g}`dFB? z+IJs5`1tMHS8v|Gdj0C#?>={;QX#O(Dif$&3$+>STt~Jf500*-Mt-s20HF}LE{Y-& zdjt!@3?L~+BncoOFu@{7J{1tqvCs>c-XV4oi$D+q30pvsKpVXSK%LkEc#Mh-Fh>Fx zle|r;FBCv{35o$b!5PChX^Qah&0r@?pF_6eL9bgg9uA_Ql&C2-g}^5$!ZZBG^OObW0iV*R#LP1O?O5KzJLGShZ`Gr{VS~FcuV$5 zL#2$3buTe&HcU#~ytyx5;HyjWVhV|eSr}qMMrp~J!ot?s-CxDGDtaKz@IQa~@zU4c zTBB_EFAOmkP}*5=`?Oas#bYycSv*zm- zacF=W+o6rjOnV_1IpAEh3`oI88XV|Zqd`Y31wyN^!jS5+NCORp8P116g0f1^;~}n> z%=&nN#b^ZUgQ1CTLAgn?y2J~^7Zfrn&jeDX0k1f~SONZ^byve+3M45I|5M@Ix;8$p-F4gseZ!TME|+wv@SJ2-OFZ^u9(kRQE}lQ z^~bkQJ|8|jHnDmkRc`YvpSvdB-ZghF)wOOvC{-uj%r&go%NkB$GRQ8%tLGN9uJsk; z`87&uzj~exsxzf>iJk3DDqPxbRpYY6``;A*dnP9oMr$Q=SXodT#y8YF%{kYpD5Y~dza7x8uDe^lA&NnazK5T|4IE_lHC<@W!@xHqK=ufBb zUmw4D`~J6YN4{0Iv2NNZV{#6VVDMGgWaLYgi&~{naV^q&MZW@bJyD4!JSa^0SZG7c zT!OV}mK+W<5QEZ;M{ft6FJf&0p=3n`VO~%#gsT9i27Hk~!vYE*mL>UHyhersc$WjW z6W#?mqm_%bX=D{J_C{X~K}lQ%=5W#+A;|*~79IyVj0gb+4V(gu7!eZMA@(c>w#La3 zAj8=y4IrDs49pH(1Eatk+9HCUg(bi$Xg%R-aS4P;u|4*|KN;tTF2M2$1FVY`5;St{ zEDSZQMnmm~7#TST3OGnzWObp5(GEt?7df?@(fjsp{CXp{$;*@V!u;lU z@1H)t{|Sp+A8ijDD()p=6pp)@~KIHYNvmLhb&k@r{E-(nh&4Lhiv|E<8S7U61mS*K#weg%xmo6{TK2 zmw)}zj`d72&R3{RX@N}{fpkq{iV2(T9$EhCN_oX^F#JU?q$zR!O7ZE2o#gvQrEDF4 zd|ph=E)*25R%s=%Lm0|m*nD8{#o^JU-(GpTE)2t2&&Vy(_|%aq;>-d%?B<;6rE(gb zZ)J@9JVIHR~U;+025=w1aU#t5w9MRNJ;==OU~3b6Ut{LeDM~{Gt;KEA_bG zySewdp#-Iqt|rvHS6O?mU8eWXzdt@cK0QAD_WYpd+LdzT+OB7q@W_0u7Bv+ED=*Qh zs6Xb~kq&6cEMzR->L77E7SW-U0z6C-Fu0Xc{6RIjq@Gx4z!GuJ?vv`q& zbD@A`2whN|mx&mNR{~xlS8;O&U>&z{fYplSJIJm5B6Ufc0aLt5h!;f}`W^r;i8_Mx zaWZ0c0aB!l1ANGGD-A9cW&)UEWL*Rt5>#?s*(k2n#4FVKt{4bd6wzCyu3fc*W% z)g^aTAn8VQfx))WxWvFEeGO8jWn}~yK=4F<0IsAd2ee`(1~dav%p${Jg=h10H!PhE zdbV4gJIZcXi#xAAyiNvp-<~{v{`%9iryEOkHRpy+yzS0lry2yy$q=hCw`PQIpFThO zT|xE`{Pj1F^jylyDlD&4*8luIv6`zDz4GMjC6?lTUQ3(5uDGJxsEFZYeCGzg@?3Wd z`JwJr!^G#BQ8Y+h^_aYIYcabd_Y+ETtyV8W)2?`V`#_pgf8Af(Va>%Wl&;4kS8)P+ zbET42OG>L%e)p_cN1#@DdA!p2O|M%Q1-E@`6mQ-SI4$OOKb9-X=1SSr~OxvcK8X)Nz7v)0zZSJI>_%wNmSF9cC&WacYzT`O1SvnsTO>9|-^ zKPQz(bByKAsdT|ChE>}yHmXsK9`AZo!-}S|Y_*HLZ}hIabB4Qn{^9+}@zLq)v$K=2 zS8n;1i<>jRAw%*!z%m~P_hNAMs5lrkiqtQwbb(fU=s*pi2GBzC0iM-l_IO{iAhV?7UTyhfQ7`Me0abHS*}JJ3%Gj39Cg%e z7$^+PTr7yh?jrxGm<9f@NDP2i5EUm0Ni-XXqc#QT|8F)-u?qHufS#@@1_e*IgvF3X zh%$pjF3!Vo?GKZ#d-$jp`mwwg#fe|oJ^Jpj=iGmD{Ne4B?UhEH^UOuHXA~a{6g6p!3pYW^y=k=P`sfZg7#(%4IQ1?HghkwH!7mTZR!jOg(%PUM=Lya%DJta8%7k;=-&k zn*P-mFKigy>%Txg{CPgTuw6QiHC|IycHGg8JzlaDZ#*1tM-ye-U8|=7v!M_@F4m z(|7_V0tql+WhrTAOjQMttYej$o`<7`RSxY>-MiNA^CjFM#3`4f<)YobasFzRUHNeO z{OQJ8jKvTP?z`X{1u>>uyW5fK?cCpbw5|ru4=4AZoV8}CEA8FacW*XwDfF`8BY*rn z^G#!^v~m38_``>f-#%*%J{-W)33t)utI3@ezSU{gaFYTfnJX-;u^BDrhqb%SdMxo? z7?-KrEbA%7a@{*Vax%UCg5FE}`?9$8{n4wVXU|Vfr0Tq)VdrT z%S4HHE#>b#+9~{on@b6Y!Ne6M&u@?Ff#9wb=ge64xT{7`Tg-6t@%^XIb|uk_?Q-1- z%zTud-?O83s9PmlEiXlUp|5Ah{BN2Y-+q4j^yKaFtCJ5uB%;)c3uvBMSZ?WIF)++s zU9J^cVN$Dj2Crjz4IrheV9Ke`#iUFUHV_bKE)ZlB+e(s<7pKr6o2GTpWQAT}T}T4> z7bIH-9}fVAj3Xu%N#Fo>P#JKt$a*34dm#r5}_Det~vR=4-0`Uv5D8iLN zav)|>%|Qd>qNa5kCIuj)Qp%q@ujg}gP6{ZKHZTW)mp;!N`Ky=b7SV|=&d=KQdb3tFxO!nx z4`f@rs@wH6ll#@^`|o~wvl(cCTQ3&u{?p$ditqy`7NRzRV|7L>I}C-es(oKgADx`N zIevNc;^h3(x<#tBf?SZ0!ogk0U=*6gdf2HAmTMjZ+ZE{>C{>vKz#-VyV6a*kVso0v z!OK`S3?U4Y8iEvJ7CJ#WE;ZQuqMbo z9uT<2WDmq+M1ZYvZsdk>e&8B0b=-9Ugp5H%3_92iNG$+#D8Yb4$ZWKOp&D>62ZXp_ zjFO%%36Q~w1?Z4o0N`N!Lh6FA@eFc0Bm{{m1xkb9o_v!v5Xk&OF@S+d{v0BLmeLmJ z7={D7aM%?Zgsk}?OiaTsgHli#lJ~{p^xhBc+E&>6)UWCl&5VYfK#AI`UAx@5oUVB_P|*kGA7(B;YKW9yRwcG2s7ZPULaB$~I1v{vAATRXy_d7)=?m30}+NH+PVOOU| zOiGF~Mlq?Tv#I5KcCvA?rGTSYrBrb}xPh!&mb3lC6=onHYLBG~<3XXA!4h?9%y9Ij zW$M#=_u|Yq7q1AVW}|e$>vVbpro4#Z?-+c5h4Xq}q85zmpMU)6+dZZd6-r^Daq`n& zepp(3n!m0axq%eQVc&}ymc6pMpX9z8Y@eST9ln0?>gDN&$0N_gs(om4l4!t>5!J#< zty1nK7CN4Q?l0}wsn8{k0mK9HUu4x6@C%rt3d5qE={;?9B)TxK<0;YwCeS1pMJN)0 z1MNZ@Po)No38c^{1a62e3|te%Ad|K7$O*GHcp6fdyg;BkWnJ{@V0M9I$yGrA;+$A$ zkM(Wn1%rRVyWn4PRUoR7o^aEI-v3Pe z-Dc(0UV;^ey4*M@3;WyGoy|egNL}HR4dp_7{n^s{r>7k-fKYCY)+O)mlUC(|IJ@xn zr{kbq$EQ)QPY%XOw1C!Le%U$v{Bd8HF&cM&cz655&05``8-2IFW_V^Ew~4{>J$PBk zqebgOi;{<<)$zfOlk9KpT@Utd^n!w+;O={Y7RHf_1ud?H{9}h%bUN#K&K61&ZMHnY z=l>1I&Ry~7Zfm<6n(f_#vUK*>YHVJ+k*It(+!zIjnzLAqQM+{w_p20yyfwzHa=t0m zC>yuU9IrmMv>b=Ks90<{*i@`IqU0vf>4^HX-+xnfRwh{B>kaCZR2gdBORXrSM1DD2 z4m1j#=}gLMoSl95;O1pUpx8Ju@P(t>wzTrjvX4xdZ%Re;@0gwKkP2tKmBm< z^5DtA<7ele-gI5tFGP{yDIPj-?Wk%OOV!Oi2zL-ExtoWopd}0R5l0IW0`oJ$9#G_< z@__{b=l~0(I3u+h90(v5Y&?Z7Ac*J~@B%@|Om8KLhrqCj_^irdNhaY`EYN@-V@j$xGt{DnM`xg?N5 zSQmX|Xb`9b74ta`GBq1$ErC_!pCvYFw*?> zgKGET-i?Q6Pwu30-ncrd3=k?P+VhLKf_L-m@udwel8OjaC(YgcZYIw&>aX})Kb(Kk zSCXW6cK+dHXL(s=#}D7lgn^yHJH^gPomM$1X2jiPC0Fs1^&yKJg@|@s9=62!CY764 z#d6BDTZ?no_@O#8hvA=Q3pcnReQh!_d2_kQD?zQ&rkmyBpdl-Wly{BNX;&OZwSyu} zS6caj#+D@^^~xP$k&S_S=(Ml5TvW3qIV*P8P7n4Dnpv9_Oszl1r{cvXI=lL$l+%%) z+58Lt@Xq(2Bqfw<6M=H-?bs-e%52MsE{}{Vn^Yo>w`$#_pG|qV9iZ7Zl4^0OkSQhQ zrKX^}6&ts!T)I_G>{)wbue4@eHXnZf;^FOw`}cPq9eqC8Z&(^ZZ=vFqgSumAYbT$7 zyyJNs;DkjE#D4k(lqla(69K-!E^IMO-Eg(A(2U>|7z8NE>_64AQ}35hC**{J|0E>P zNO_NbExB(bVv)G12&QohsI&n)j1o-xXieZ&P&{t40DL3Y2{}yKbEJ%e>x+yem=~#b zNLLfcA*&^(B_yCr;+fF$ON=E&a=+Xx zyT2YB-q03MO;S|#^ZE0&XXEwg#`)9xcXu1*z3phbUBev|kY3%maC|2$x0SE$r9m;v z=UV&Y?BOofI(Ju%%(XC-vRNbEw~O4`g24}am933-)!_N$_TV7Jj>KV3s8se|ogBS- zaq{N&D3s^1bcT(?+^dbf9-k!AA`|1&RU~VHyYyKi6gawJ2qQ}W#(edp_Cv< zc|j6Hw&2HMD^g39@p8FrOX5>ysm>{;7t3j?wOSt4uIM|HEYPeO>(3AF?C)<+4z`~_ z`A$~5zKxnnQVY5}IsE>|pU&66~OkDT+Uh7)dx)$Jrhz3ss zXbD|9Y-m|vb7LII39cNX&%=`v!L*rYI!uN~rAf_2CH)AV5Q;%mV35aDZA2jnlMzbN zBF$-^bbzTM$jbyOaV!mCcn1;YP@@sIy#5(GCi=55P?yw;W(Tqh+K&T-8!=`O6Fo`M zBE*6B4LQ)a!j**)KGI1R9|l;A=IZ3evG&0KZd%P}Vp=5AjJVR7$)O|FSq)lEwU?(a z-$%-eU!~XeQmx)jRg+DCAr>R%G&FJqo5M0Mv{FexisdqGBU`A|TAgYx zAB`WVt?o+PUqn4=i`0_kVbR#xSQ+645iA=Y?(aQ3-aFboeEja?$B#GDVOFm5C!<$vDbK6hJcW#t07+4M1Im;!UQ7#fuLUJxR(l za6!02&IJ?);g0f9FvJWnP=UD+56MO0A@D^%<3&@YZGvFOIZ`n!b99=FDBH!iMk&OQHYLFsp&z1eS_KlrruYO7`hZ@VMQcQS8} z4SlCs?CW!$p6<0r)A5~M)Us)urAxJ7+mUErr>x~-YM7r7rNgz!Cfq}KuCnNfC6kJZ zA8M&}IjWZH%4uZqu3%M!V{f*ik8d6n3rmIS3Nwt+qF*iGmlKGm&1V|pbMrfn^SD{b zF4HlYyt577zix6BRo3H)+{#iWZgtaFQ)BL>L}TURSi?R&9|zxN+MV>ogcz)lusZ^JsWZq|*Gr{U#bq7r zXE(p!KioP$*x#8xef9dgk2g2(|BM&!=bwN4@c#AtUmmC8w7>uiG;ciuVTlwcm7rmM@5J5%ctpCAL7CZlAc!zH6X)NtMzxq$v4OkoPbB@>g1g?}JW=zBqqiMNM5 zGciwICApHm1tZ9`COMd3mDU7x97h=wKuE^84hVm6Exay{eL!e{DVdiD1yM6yYdzPl-|n+#{qIkxKZI@`W6uHvvK>iNaVTcMyt^t-@{!E?@I3r4Nu2P7 zQ4rCM{ChSD#{&ib%Iti=Tm7r;^GR)IHTm$elaHlwJkWmm(ErcBe(!Y@TJBqu^TtB3 zvG=;8Z4 zb@%DSIDhhLUw?h>Tx%&KWtVm`?0IO_R)#Zmucie1wBit@uf%4 zE(Mi@xuLy$`?9Z@!s#( zjyI?@tcyMnOB^CQ3U7sWOy~vBEWtHP zw+wI-9t5Ko9DoKK;K2DTB-t!3AtJ!jY02%(w@WhTf#h}RM{qR3lmU1p;qn2486HLl z>8vS2kx8&~@sR!S3-jU@#p8euoCriIv4>kOW+yW#1H!go7{5d!mBdf@GFL`S!z>Vz zf`CB)nDd}Oqdt>IKsC$^^mrl^#|V|#=w2=;hVX8Ay>URZbq%)e6^e#dgEJ1nOwbFYG}Q-=-Ke8^4WvH zN`Fx=8^3J!BQHivcBeCF@f6P{#p2q({`ut8IBu>UJ(+GCygMxJ>J!I@(}$zsrm;Qj zu9iEe>qf5cvNU&##$k89vZDsF#-tE$m6P|*^PB6F=g&%Jt<)duOX_)b*}0N$b@iXl zb{&J7$| zjqUwWdxISzr8MZ?98*(TPRnJo)x6u)d;j?`8OVBG%o|jZp#<)%$-v>8$=6={V0+z` z>0S)?&nHLIhfk)HlLwE^Uq1ct_Wd(vC}f7HLiKqUS!=8*s^g#r0#Di%G zUwl90M$#f6kO_22v{*+9agm~v> zxNj;vuj*!IPVPz2lI}x(=GA7+G|ARvP#9zKF%ifmB2o$HGs0aED%Fwz8bXpbg&6$K z)vPH0$L^xeMI{W3%o%iYE z*2cs0)80X=w?AoA_fIzt3S+%}sjsy{lfz+d{K)V*w+>SJe!9D^1?q)O&4uUE>Zi+% z{$8RzvVT)IibY%ZBnx&*1bYkwr{k4h^W`^xa(pffA5`pK1qL%_L=&-U{-(xYaAMNU z)vCr)$m~A3?+;vBCw)_R>!9iV1}fX{IoRv>57&(DgP_trGh#MmIFWi|q5WPdp1#~m z1WxWhzDj-Lv^6iE-P(J5UTam?cOO7&EL*RKvwpPyeIA3Zrcy?*iS z_2u>37gw(?{`Q-np)H2o!3&@OB8wWI8j7==5F&tl!L-K*kxJAMR3b|d5d%m`5;SO- zl*~JUTl7pV6Y#;nk`rOJL@S2+MIi6YV_K3YtyxK#nBqW@39F0S(=2*P)iV=ylCE%N z3~W$$k%IY)FRD7I*4!Kopl0UMfGLD7A&KpyP`DiTRC@#kUx~&6s72s`Okr|Q$=2=| zTO%-i^aRkNi&q};$vNPN*s$v+1552Cn1Pmtv^5a$5S}8^6}0OMfD)h>5~z|Wu5ML z+UeQdzO3GPyyv%t{hKe^*~!jc*lPsthk}-kF2t{D?54`=TIeF1=!aSDpgPng3{#z^ zK%w^P@yfgP-Jh14A7j~=zmRj64LAOM*^+JE60@i8Ch>!G$IauPyB6(nNHcCZH{!`k z$aQge&p+ASVoy@H{jk{De`EN}E=Mq|DUQ+ke4}-JHeXBCGY=BxJIl_S=c&D|)6DpI zQfz;dcPUCem#M7o93AerTiXjP+2zHXtIxkStsLsOl@e%}UlN!y zF)2zgYHop*;b6IKr%suTlE;9O08k;uh#`msLAczF!+VAnXtYql3C!hg&<9-Dz=k;D z_=E$OF~U#~fSmX|1(=qUOQaHYGZuLUAK*3s5YP=WNJO+si-VHTrINzAHz=FPB7@?X z6SZQti{+v8*7y(a1qZ1aNWf4q6&m*YZpdE7I7pqG9d-I|hNnZne|xxWj4JMuW%k#e2Hu-qU@J$M;K_dVtBx zyAy}882hT#&#A;!2imPO`g@Df1~@&%J7hlV|u^dYU*3x>$XLom9ZQp zF^z|V^$$DAlsUX`IC1>RefQUfzP^!-H%D2Md4;r?Wzk7$td{$GlYx;7`cvsjuAId^ zr}yyv6Zb+X;wpDCc~3@(n>Ie{rbt0warjD`TZK@5+)bWtRZkvwo9CCEi;LIKUcJ4% zeD&t}%U4$~Z$AB;*j zy5woFm>2_dc}Td66jEAuA|vLLG~T!h5L%-6;Z#?F5WIG@VtjEzo{S4mi`)Pt4nieP zg^z_u^^ z>326jf3vdnavIv-%^g11luR)lQF8@Pr*xk1FU2a8;8MVysmBWC!j{%i+PPA?5bXE6 zkxbI%GCLhr^ZI1&PWSiA(~Iwa`003IMe4%1YSep;jSkz}3cZO@DH<=|8kIoVSJ*X% zlVVjrOxmK3%%D;}_F5}%bo@1zvc^uzw(P5@3)uUYzoDIOb1jS`rMyvP3?iCmOf6{E zV+Z$r;r!P6?#{{E=V#+iIR_q!FIL;}Y}ZlDuTG1eX3bIx`7K$kKi-&|_wE1nL4PnD zn6>IkJ+Egi6Fs)3uMG#Q&F1vuWXbATRKx4d;`?CW?%>^dM~f@k!Nbli)4fNrO6Rbi zsw!TG-RTP?Ju8-?GS-lYjgD8xg=oUbyoA-pLauN)KOdaN1HD+YKy%j-{P^#@Bdn-4 z+M*k0S~RKVx2~QYoqe0`vm)u$`P=JjhAyw)yt}^s`18$q-l~{1kBa7q-UDx_FkX^J z1uYO>)NAm(RqR`#a7k{2ne+;XEn*5Xj7$yG1VjjgAUzVjJbadQ=@s)S#Y5D}Wk9=@ zpoPiePkI{!hq#+dxyDx(VS1AI!`V`>ugJxifPg*_stpt%mlW7KDAXKxpcaEQfN&57 zmzd^t600nQ!ca^a2wY8G8SVw*in1&!zG6%T!#ML~&|3m>5kwKn9wM6yLTFyD(OL4Q zqVv%Bg%Ojnbt%h$8Z*F4Zw-_yNf@uY=KJMTqZ0|%J$oX zYHxR=vXkl$j~k86;}%Kna>uRi7^QgR-j2hb@+q}UYIW7v+P76vomI>IvdyaW24;() zTiyCi95aZ%EfZT0_o9ore!je&_K&Vk4$X=-iL7mm^YwvI4!F!NPc+`kP7Zhbd(KKQ z(OfOVE-Lu_>VDUkvPaOov|00bd<I%yLR#j`Lt6L?GzEqFOtJ3z)nZ51y zu$9Rcm5j3V)h%CfP<)iC8%;+5ZEqxKvm!8P7nYavcD;XpwUh8J7mEo9yMSuJEE<8l zwyb9q`@NODUp^T)zW5Z)WFJp*5j7j>?S1!jdfy1Pp7y6ZTkqD6K7aSiPk(;@^ZVT@ zrm=oB0<1*wNkc+1+Ds=a%oyDVf80S}1km6DbtM2PjsUSP6u6KBgejjCyh}|7$R&oUI{UKX`5Kwte84ebBO(93Bg}wzm0J*8}xI1lUX{~`! zG0;I3D5M!qaXhz}^DwFk0;gC6$Pm7iShOyn8OX)3U*a1wWAErU5XopTnJk)#(|N&o zOA9(is}+Op1vLnxD<Bb`JUuzQ zKJOlHPEY1?S7=)?gtBDo?RKYYthXlJ%y4ygJZ<%D-JgHGEI8Whm9AoHYEeC#Ef;g_ z_*@MxhrKROd0JK5Mz|DoDA&VSWO&&RZd59zXtZqCmGHEoj$_{8W1u)<)aLpy80xu@8#ILmnJ>QhB5b~O$F#HLSV-8ZT|DK;;>uS` zCTlfr&3j@FE1qszB;>LJWLid z$>GNSFk#K?pAFY+>Be}oQw?>!K}*31_-%I%fBCC_lwEMO%6F8(UdJCPc&pjy{n~~x z>>7jS?$w)}=KH578`DAA7qd_=iTQ!V1z{A9psE2Dki~$cocls``4f(m$Xk#xia>$e zp~L8xp?#f2t#s802q7lG$>c+os3oAeCqYJSMsk(Gcu|;rBpo z*9ZX*>%h=44<@fmKnqgfS;@NWtaIW-jfo?uf@c=l7_f%L7mitb4iT>`IThtll5iY6CnMPNtdAdh^HM zZhpM%Q7)b6_mcHORUaE=*!}H(YQYxmHUopFo&0^nVJdCCN~ISTmXH6>->&Z0U95Yo zwqt!-UWi<$QD;w0H;u_gAvXg}+j}rl zQk$KiI^0byhJq^v7J`QG5K;4r4TdREn(VKZ+PiLV#nv}!;as|#;T_ACQ)S&W{r%>P zRhP2d)f|rYNi#tb&1oL0J=>gqek=UrPy3}jt)(DL52ILdumTz|zE9$WSOC6C^(AI^ zockULE1|){Gh2Md9V9KHY>-$dH&VqjsWUsu5kH88m#5&pmdXlXASXPim7oRiB283m zDw&luN@z>4v-?lFzVt!Jzo1l#Mane^%$Q5#vH-wx2Z#zJiISm_JRpidsD?bu!xs@) zgJ&e)I+<4#!c<#e9zYAPfh`>TtOTBtr@7H3vCTt?SJCSJ(Lj^252@8)$P^1A9X^&> zOuz-Of%Y-a0$(P1o5&>z%YYALFPE*S^Qu2F)>u+f>h@Y4C7@-S)Vd`c!+YiJx8I+J z2EYHludcfiirp8e7?&sUMSZ&;xfe}kP9LpjCOyyAh}gEo|iU zirz4)?d?%#ZCy>R{q*an*RMZ4R|};#d81bwuu5z@XD)UJ`%P~u-P|hLYRBEd#C`rsLDoxaVxrkX?zVGpLU@*!$6}?Vi?vdiZ6)nh z-CzCLee3r8H@>2HJUNZ3KD|!oGpEHBXZG3DD+REPHLdA<&fM0lUboE?#dTzJe>;^A z1)82}t(YzaG#X-+La9+WJ}5XTzHM6Da;Guu6A4-|t=1ZGeK7i7U4Io$xN+mhsg%tw zF+ZEENNf>LiV{k)->lkVUJMv3#2EZ8U0rS@{y1bwpDvl3Bw^0VC-P(jjR0W}ra`Ib zgEC{G6}$uCf?tjxTbXQ=<6peYSkHj!d$w1NyKsM?hA;)hpDPI!z{AMw0yiY<5}b&0 zxR*$a1s4Ia)VLCaYUW1XK(h}T2Y-142!qpk76=cgVsVxazY{}(|U?_qy!%XA= zx)2KyGB1((2gF6$KqpQzF%$(NU0|}%w}4z9$(A{I@Gt#s&;z10t_){?Emm2XXr;q) zaih9b4TLiFOgxGUT)14i`tEZ%T^2k_w^y1T}Z!ezSe4EVH9w<8N&oo=DUr42c zYZd3}sxO@?lyBEg2K^d(U)qA3+mpxte*NvoC9B)wLLB0bms81d=tI^OwkCdQ*7S7L zqowlQ3_rbKJHCV+iDOACx`Jw1>%N-$mLvGxB^Sb_{BO^H`>tE?n(^!KH z(DZnWOtPqXg6Vv~T=3b_hjU;1QkGV;8i20u=!0M0U|M$4SzM}bJX={dTWJhn;hc(l z5_yyIxsNfCT3g*+PX+9*#EOziMRRt|;&!!FJwIx*o+qIO!|{pjo3%5>Z2U@|GCC~DGkaZy; zXy1a0WZ+%&I4mZim?QV1QYV0^)C4CWIu}*gjBF68nM?#j>hfH`Ts-;%&|)*|-Pvv2 z+&_HqMroEkYn#Pm_ROb!*+elPis$2&a%FQbzZ^*$MlWc_-6r6++X`!wu~(h`dB_q+ z_ovgNm)oW8#@X~>dVla$3?za{kyAoZ}sw8 zul|K^==M0*a`Bw97Ivju;}*VGqpq`jX7n;S59{WR@Ap3ba}^&`S9pH49AsImUhR1E zyPDY_NQ^822PV?yTB;Vj15ivlJx#n-RKFU`#2SwIP~GDxxRv$#f*K8;u7Ce_%lO*m zEvdyin+U@ecVXDvQYMxBWBNsk&+aH^gN>mrw>9Z+baYwF9GySCdAJsLj@kBFYfUtt zkyLyOUwny887s|QYrkGBCE|bweN(SRe2dJQ1lW8Z%}dhe3%z0zOThhNmfTgJ6+bOsFq_F!v?oBe?sE zZwO$5Jc~oa3}DQlZVf;*FFMZ6B71_LY- zGHFW8WI3P(0m^<~{ruxJ?5HZO)4XwNbP9na<5xcCr;L)t$g=7F;y;e3r+TB@S)Cl6J=5nbo`mwY=2#LrP$-jEQ^A;)Z`Qhb%y4=S z4?o>pUA}$&?5vz^I-Q+vz_R7PqaC-+(`vz}JlJs?A4|6WW?ESveeW&ro(w;{KONTd zw-(~R{kdUw`08s(bhDlnyEmO-IxVpJ@NVzb^%omj3kgt@E!UNNt`Ujn^%bLB`6icl zvfPiws1akb{qA9YL62dsz63}pQv+7h5vJ7LF{>-O5^&j48;8?3?~nY+`=gCg#_RG0 z9nJoaZ(7hAmPj?5-F$tt^7Yqq2YRW%2#O=pU++XyiK5pxDeAjM-QzS-G+=HV($ZC} z9e#i`I_qO)W+`n8kG5*Tj31vGh3lmCgU+-pMq^|}hU1AMb_UBT2TV!{REcR(a|3lL zDM@uAXpABGBMrOBzEt!8(OEx&;)zz6s1&$r=oe5fCAf{hgLwN#2o;h&NjDIRifo0L z2Q5f~rp4e+2n#HA9pF~-IhCC#+&TOCtOPH~SQc*xC5%N5TiXPKa|Q4hEln;CE)XBN zT7sXiPxuDNr~-KJD&juD(X)Rg$^V`&d!!;H##)|c|t+vrE`-=eLJ%J*7tV_kTtIlyq!%Mw6WGvnFCWwbjeD&o=DYwNpxFLfW!9 z*z<>z9)CPp7_7dYw7yi5f$dd?&27nVP2ZpIfTLLr?tg`?si7r+1&fJub> zg8-AKgzqD911tk@5Q>d98W5IW#3X87j$`(m5tcNT8D?X>wEzwX{#g}9P8OB{Z)vas zhz3hCkofFI@~(UZ@#`aw{c&Ik4K=}QTunmsGKFEMvc#yLD3?qt4!m45#? zpT#%NYr&0b=J2pzZzsH&WI1uqZ`U4{p;O8JpRo|PPua1xUqKF%9T31d_PS_Mc>_CO;_*#nf-o|-byMH8Z_M* zMd@v?Mw~{r)9bV|_ma()*Ph56&3pc&nVi0Kd2_9vz8&r53)w{2n;Tb-{{B7~EHcEV zxwMSWo7aM6FZ*&$YR$J8E!gK5L)yRVKmY3=uRb2o6v&Wl``0e57L%fWQzTr9cfD!#EfK9$+D0 zOu3QdMU$5bidVsn1SiI%Fu=lw(G9@^M_OxCUr7oOff68LK^M|GCYqSIn#nGy1?4uD zXW^+pA;_VNFicnik=pX~kOCb1KqVLhgk{nO7EXc2giT@1^URik0#wKaa7~a%6(e)% zG)gk~Hfhj?MSEkF#sqML)W{~*U}dYjKRKTCE#*gA`{J~`QI7=krE(@+2?r8G7C8nK zBX#}5!O2>F$@Aj8mJUB3RddZ#E#-T8F&!A251&lBkAM7rx)aMcdl%u=gigc@87JNQ&9y|kyb0`d&P6}?S(IP;+e+5$3H8#e)!kFKKLuxxb^Q34?;x&^UXgsY_`$BiO51PllVAzUr9Ivm%m#-VC5-*0yI(tHlWR-*kW9LR&Ak12SCga1KKaC)r3u8 z+1hM?jhamo>K`7EXdg+kqL+jqX5M%fzF-C6$Ru|8g$7OU_4iIzo4r`}S-aJJxmw;$ zdlKnZCFAj$-1S@_o{1%ko3BK0KH-qiYZPyZh6PVDQzq`anHBnnV+m!8&6< zsmOS6YccI)HH#@$sg~9onTD#1J^9#ZPc|>!Z*E;(y}7(P?@iX?bEb}Q!^>CwgiBH$8DP%6Hav3_|yLO8@+F}>o;GW&850UpZCti6iHmHxl_#CyyUV3U*~0EyjFgHU zn{U@@y?pA;#_H94&}3_+Y!B9oCj8B#1qZuZx=r=|?|(f_BubSZZ!V|dfB(;q&mN#( zr3Ope%fqy}U!pssWh@O9#BM*~0rW11?i;*xb? zzJ#R$b@IG|c6m65IQ%aoEI?$!O=3;L?f(t>$PMxzWB??W=+L-`mOfT|dgvU5CWc3%cxpo+2O{T-rvn7&!$Jy^G6Zm z;QTAot)L@zH=6(UU?Xlfd-91p&e9TJ*X7FgnKG=T^UY=_8H=>GNBge|p5*h#j~}1+ zPoJ-&(_a1drm7W-=2Avyc4*M5Qa=U03IsaE%TS~o)cHVx{_$+lKY5?@ zY;_qxQi7%d>=3H8!A>A|z8KBqZb$J3iG)3F?|cZ;QaTlf4wE9%B9Ye zA1~Lxz}fO(Zy}kiMitj`BokHBnXJc`N(K<9n`{<_v>h&6@u(TAj7`yWWnnZyHikl4 zL!IE=+lEOOo|ZuxvY80JrC6e{Cmo{b76Mo5bom^amv^4y6>uuRkw!mFU_uwni?d=3 zF`*1wl7E4^5C=S);8mc8L?8&2-T{#cD25m#)Z{#;{DFg^5acDrsp*MPzWfYx$e%pL zj9DW*$-*RjDF;O*!EDbA^vZ5EQm`^(Ex^<+;v8`fkc66!E->(zYK;pC;sHoNi6uO= z?6wxU!At-oE3)W6Lo$fy5P=R!7sa?J8(& z#Aq_cNo2eA-L;It!l>dcjmY*dC>p zE2Ylq!^?p`+gmL*O37BU+^s2*YQ=5xXY@x~^^WJR4efZS6^&Mxw10n`TsZ7n$(B}4 zuH?Ar(=3Ha0;snVz00V}?K?Lt4Pkt1f{K$9+UgA^)3?B3pl1e?ExDBTetAwtg zWdhglpzlWLB9FikokT@imsOLt=0VoBQmLOswcLKQ+&LXLTI=~ZXJ)c{&}&3<%1Slt zFL(74)YRdl&9lSPmX=8-_nM>F&E(0aPp`L5AG{pyzq!_<9go>azbz!_c3@6YskTdv zMp-SdCNSPOI9;uhhEtpGUYFQ}x)-;MZnv!?T=v zQ(6vsHJ9Ska<-M)v*?=AYfO}mFZ<}%XNh0_zrQGfMO>sQ%Sj7bAy$l~m1x+3V&80D z#2#S5dnZt-E8ZGgrV{yP@}9@w%Q5bAJ_N?`W{08>V?>(FDX7E?kpONK;L2ZoTBC@wzjnQ#?_}%-L5B8d#t?)m! z;Ue+~TQE^-Wt-)4s-lOM7tE94a4_n2i?v77HRD{Js=no9JK5+De*N^@`$d0X zyRQtx^D#>Xx6?!-&Ae{h=~OxA3ITKFvDIr@jwVZ)Y{Jogds;}{1P=Bd#vRNBg)OZ~ z{lhOyw;FSQ`P-|xR_1ak?im=pvOnfX7>cV`DcAdPSFPal&u?$}JCn86)Tn$hKR4$( zy7lJSkDuSwLg9p#a|H_rWhjUE^2*Y#IzOLHvQ^;0>7(KOhPw9Qhe!9g5iq;r?Ad#c)V zzST)4SZp-QHDlXI?QK+T1r!K+F-L-p*p?#QU1im1*xiW-wJx(X4eSei9rveK2fuuJ z@o6}oj&|PNe7an(mahKe@7p_H;G5tKCL5VTqS&kt%2*wEwlz1_==Dwe{>KeAgB-Tk zx7&kOxwdw2qW}DtU;nk|&7|^MYo++S(>f~7&k?3fLsFu8kx|A%iQ1)kekJ0q$1|j4 zURl9e2&B3XYu3Ep@tI45{eJXbs%S6tU#!IZZ~s&==Q117sNI&WCz1_(6tY@a)w0ge zC{&5we{it7)(d|#AE~^Zd-vk~<=NHA*8aMZ$fzwHll;2ho;{e0J=AW6j^4d`cC`1p zmuSBH^cU0ey+u0=eA0p4p60O^HEXCJ%muH!u~^W>g~_M=D|mtMV%e-8o98IXE{ITqTN+`&Shox&a!!k$jFXp)OXiy? zYLL$o_}quc{eOo$cO$TfK8auwCDDM?ks%sRY5|?3Tb^7BExrtU?&28e5yOBFA$ui- ziw6`0t^z9HMG&i8FMt_0zN`FA^f<5ZH^ zg$9dyRV$nwk_&NQpnbtp%V3&4Y=f#sg(G5f(VLTsXRp;2w@b_txJ2~~OMn#2F~XM# zH|(O}7kKFeJ>89(QB1pR#&)(4E>-i*&h}RMWTzV_K`ep6!AIAOI(Z!?qqZj|F&D}k$27kM;qd*V4-O4DLjkP<2O4v8t zYxKKO=3=v%h#H+l8``~#bQ)9MKS^ni2pw@Lw5rO;P@`i5ij zo|A1lu}Z;c)#@8LZ8@TJBV4|YaWCjf#{4d96-g8an|IBY`$gMwtkBpV9~O2SO6+kK z6Hld7j8`Yalp|8kDnSb;NiuV=x3!w7zy0|A&p#apkDs4Co}Qe(d~i~Q^y+l`2YW}; z>BFtt)4y83^o|qRidtND6tNJjSRGc)kl3CQ!ZbCbP;%0+1L2T#BB7Fp^45nh?Yk zRh0*%DtoI1sS3d5K_ob$i-s5cmvCp?ELj(XjEF~eOp%r)b`fiV!>Q7Et0iN{D5k*G zZlu8oXn0j=7y#*fF*2<5rvb94BjNTqHOT7< z=!Nf%FOGdXEmiR>?Hn|)u}k+`Mlz<3m0s$o6gB?) zzyJ2@Z@>R?bHDxYd$-G!I!>iyf%d`H=J9jGWc7_NoN=XW-aS|2B|VtRQF_^|2i?q8 zJ!v}b4_ma`in&70p6{0|{9wCYbMm3#U3M4Su_a%tu^!mdA8c%BjTh684^E88`QP4O zy?A)`{Lttg=%aP_-uuJTclb>m|Net}&ZG8G@n5-6N z3YP62D-&3j;F8&FUv%B|m1!6gLAjc?;t4GbJjFrONuPiip%&u3=QlyaI}6-(#w8+W zK6x{7A(avdOkgIrVz~}RV3CAOl}YJE_^=Rype0`?faIvfIH4s@B>_u;hXx(0O+pl| z3RQ#1a_KQU@O5Ms2eiN+oV)1Gg{7d4N9clQ1qp$GVM?(56&_9obokm_h7#Gt zb!a9aL$}L|<#J;XlWv8WjS%BRIB|`_4`m6pn#*I2VLSq)07m=0?MH=rOGyr+i*>En z%$93=>y>q1mHi*-V6xsBy-k(y!Al#BN=n0|G#d<*YM3>J0`>TI*ttL6ogCbs^d4Ov zjWws+cPpuvYf-ys+aju#QId&7F?lN*c7Elxm~8b#sGCTilq1#S*h-0oL>Wu;!Lvsf zPmi&Zn{IjPK^C zhsNr7TlMYfiCyi<_3M{LZgTSQd^(++-}mjlnrxmJd%Z`0e`CLOS9{xwzgxflDO{_p zu3Gj_Qq5v8kSbahmk~TKuB_w}NmC+}1pbE7j^$M@3jUsb9s2QX*OUz}>Z zD_~l}nXCo+n|%OaP$fpt6QEb1GN(HR5MUfZ#jr?HCmET*75-K7u2kzJQCJ3dl%PW3 z0B{ha1D=5BC)jD~a#_qaV1qZQ!U!K8FVQ3{m7P^TvzP^*0!C%!)hsvDIFrOFsZ%O3 z(Vg?MsZn)Fl=N~`59EKNDTVX#wUcKO8 zGSGf`|J$?eNx7R&X3Kag#d6bXuv$@0M!nU6zJJ>9tRK~z;GTLls~dayGEn`x|6M{Vq{B7Dmkq8^vUAVa;R0( zAD&LPvwF?w#&%gqRPvgJhG*fnFTFhX&FyA8{#7YbPVl4Y*uJ*9TuTeqFRi1kEYw5g zH0=CS=EK{L*G^kiFs<;qBt;3{SpZXRCFFee!WKx{5~w?yJL5+~%9>FF#4X{atB0Z`su?8uVcsq(H-i3H$)v`$tEO&~?GF30Ee8OAveU zHj}6pL7A5o5=538<^fCPpriN1raIBkT&F||4=58r+KbaQjMrp896KRpjvwLXIr_Bt~Nh=qM>HD2{( zOYN=m%ku|6o?lE$%9{_Lp6I#ixV_fFDk*5a<@n{poA+1mU%fs1ubbquC%5tXnO++V z2}AqPgu+2@)h$XR|~;XD|TKku1zMZ-B#ad z7Ax&SYr|OUlsg-`J{fLy66H#|QmKzxN~)9SR@X)h#N|E7$ws$ZH`GFWt;evDvsdev zTl9|?T}uFF((`a-{@zL^Q%s`8ilv&BMfZH5tGbqN=|=6V+jFeVUNILd_N5eM4SZi5 zvnQ8halz(nowai5P&&Kg3oW}hUv_Ba&TIU2Lzym7de91jmkj}T18(7zyMfAd@1R}3JMkvGSU?RA^X=Ug-~-* zsgbUvH^DW4N|$Pc*q4+}S_Wk!9LE+{dJse*_?F{e*jj{{Tq#5-R2VB;1k3Pn9>W$O z!k8-(nXpj*JcQ@>VouF#k!}m$npAM4d*HiREs@5EatwXYC(K-MKnn1nAP3w+^rk0v@chVTuntC{0Sgr4#juXY+=FX{} z(n9kl51upL&Ea^nr4}EIcJ^MpFouuTL;C$^2YR8~&Tb8qMy=4OkEiFS&vyP^1 zd)OS$bpKRe9A%^ZYA)mL8H!tNx-ya5%RbL_)5_fBGVXoLU#ze$I8!cHmEofM`Rl^< z@srk9%R#>tbvijEo>p-x_cg}bC+ii(&!YHPdc_?)Ejff7m{sW_$dcGV8bb?Bh%91( z>_!5mY$kOw0YNkqfh0vBBPkPB*MtqSKS&-2fDk~!YXH8Gg$27Xm?2W1Fq(2oNuah1L6HkoETS4N90C-jI&dIv!|;^I zM8*j|z_FM9FZCLCV78bjjzI51^V;LixD6~!wv}cG_PRdVZbh${^h)lMGv^P?^gVV$Pc(2e(jai0Q zZ5OoKc+f1a)`ykhV0&xQ=xh~~By##lWz^M2?Rt8n(ycWbbqx8VNP!Es+NPXLY_@GOQn3hWvnDyUF^$ixronBTUy;~P4cC^ z%cmFn+xK5SJ=*9R<<;DvV+^K^^Sb%g&Oxiyn7$Y%*tl+uv=+9X+rGfV&c3AY3^!{^ zuVU>b7QLCH2UpkmyNf|fvazvl%UKn-cfDRnN3PmdN3ZBhWtQ)nU2jgm_GMW~IZjlX z`ldFYJwHpRy7BDwlf{33_~)IjkJUvs6`Y@KH?<@`OJlb;-7_4SMA+(d-d)LDGUrL) z5}bfRA{Pi5p?@0{BcTUyV)w+q(9Qe6KWT>f>wiy z>7MXvc>9K7$;8u~^ItH7nA%9B%CsoM$rczDLK|a08^I& zb;0g}m%YK(Wh39H6l%>3ty8tqQeGwWqv)$ur4ePtDXLSm--?3Ul`iz6O7je=tWi&? z)wDZT?!|(g@Jh99j3+J1IK88njDD`LyOYnC6G^SAml+BkfFDtt>>j>Ktu-YvNmU1#=bTZ5gF9DRo-ao>9mYf~i`h8VB4bbL@aFwuUIl zrzwB2xw-zsQ=c;u?ka)A^vPv?wWnk&`p$WC+Fx-PcK27$eto|aT#Cf4*{Wr2f2GU1 z=%B5JG`^BKsVq$jcg@My=T|>zTl}P3>X}h++qB~L>DoYzbi3Y&;kXwz%y%sA-N`+r zny_SbSL?&gAamPd1f2C=K9-D_K0SK9_-G|=tECb>gNw?3w z{N>@Ns!14C@?<=M_W|_}Cq2p#S_5QXNuSuu$OyYk_7FUzHz7F@Jg^#79>-&V3_=Bv z2IVHg7@9!-BEZq-Mx11{SxO>%V*#+oIaqpR1w1h8g8ZTbPd!&gXIvj4|g5WdEYw~=^CVeuy zA+MFojy6X)VoM<61xmQ68ztFu4FY4B8k7YRe6K(Rub;8WKhT1VsE~~T2yPh!LVE_> zVO}^cyg`OS*9dBpN=d9RU7<*;ecXw8vd4x` zF}}ZfI-O2K!|lwiZsvF+!{FkFS3S)Wi-uzzeRCYKn)Csu87E_EiY;08sTTgwO0-j4 z=>ABYA5q1ZSO0w3_`L7HUu^5*gbA9n+W0K2f`|IaJ?d$~KQiuP`osSMZ1Lz^EVxGqg1Z5|QHstqknL?bP!lcj5 zcS$RSs}063Ov_k!T}Q~S!T<+pv4I_=)5ffXH`xBpQM=mzyp`6g(eyzoxc=Z_r?;Em ze!}ikEnr+foQ|hgd*R0)iiypNzGcGTA0!gK{C(SMGFLAD`CBVqDqyyMT4X*fuApc~ z>&dzi<}vJzOunlGwRBWh*WO)TUOc}{CHIUwnf`dPAAkDp<%6f~B?Zr*Zl7#yimw+v zDYhwS`oYNP>N_FzFU5G4CRid#Z^@TvWy8^bynS%<@|)(GK6!TY;qCVyKHPkFwej)w z+b!LyL{pW`fUBv*GWkr#s%{&t{H>&0>_HOAg@xgIz-scY_EwsQ<m zYise`n*Yl_EAQmQmgps65rqlT(2NqB z8H19?{-DNih!M9iGB0TpTp=a6BsLg*?k@?F!<^(s7Nc~Na~z0Fyh!bXmuLbKJMO{P zpR~(opwOU&1vDUvbO@r2ASsNK#bEzQoe&d@NXm$iR9Ipb#z8;@##P`>NrhdcEG#vn6gqtFNr?&X45_@^(UYvw2~KRkji2v{S4$m#Y#Lc(i&R#NtWhUpV^5U;` zGp8hAR9w1<5ojslncxb%89qU^1erj-l%Q1Ivk?ahIgliGGWqdCV-11?WPG34kD4IPk;Z-C4hwPoQcf7^PQC z>Zgz*?tO|wWe$kgBGh>e@<)&c@yr~Ziw`E3jRzv)C94XMhO?8Dk28Q=qP#{qK8ReX z8NLB7!`U1Krv+=e6As}ZAWDc`P%qyHqi2ef)->ROEDOOx&B*uY30Y}6qb`rLCe2S< zg5CrZrXs(AY#`}++MlfJS>D>d-u(Pd=|zpY-YhrvE8TbwzwT7B^7QA2C+q9)KaGET zSIg_cuPiXgMdRsTPcfLW5B$w!t&;Lr4)vzK1X;(1cqfA!GPW#Nmh3L@Qnz!b)w-7#?{_nNbZgV*o z%~(>}>CY!27qz*ZrL-xClLXPqnlf^zuv&x;9aY|Zs4q%%3Y}TQ4gNvqWQkVZdfr8X ziYR9Lgv6=rix5U@)+q~e3=8)qjbie#)Mi8z(dW%tMJ)!r5phWsB z+Fd?J`6!pctfCV|4iJ@EjiB{LWw#o!EKLe-mM0O_CP-B_2E};wQmNr<%ERN11cyqH zVGbckBwV0`=gOvJ%TDe>p^wRej+^og(nQZQOv()vWmSI(ZYzX4mWMLa}363LA+ohOm%RS0W-+O_tD}q+!)nc8ayp?{Ja$%tS%WS+ zR+T}u6!k5eH%2FSY^rJ@crz7tIhh#sS;^3y@pb0@@Bd8x*Rs8}Sy_oH={u1xqIV(Q zMwZ=&-QJ|^N%cdw(ieaK@7$}9Nln>v*HgWfR=el#^JWrE#^bmbuvwR=(n7(*e{D5; ztHE$8 z7O7mM5kd&?OTrv7mbe$DjewB)qb_RfIXBs`a)uBeAc@6E(N3Inb*dz1d`?vOC2IrxZxl5|vgV-p3fX61OgT zdb#oa-ALKXO8KwayLn$!jb%dxEqQ!@lxY0_G`(+VT6x<4|0E2byg%3HeZ8-LCOYLZT?PM;ZZVP(9JkTO zmnaCt3Y%yv-2474wU7=U?1#M%8kU0A8Xjmz&zohfR2=1={rT6w{rus>hu?ns?Wa!E z<_lY#&3-?VO@z8|>$Jle%Qx~)Y%0-3tH+F9?n#ka8m(-q#Xxx22)YW$3BgdA(n&Ir zO^$F?tHfM+pVvr%UQ|Ki7@cXmT9=y7_jzGWcejmIq&pG|4D8gIX;x7RG2GvW?W zgTHw4|K8@dM#lKrz1Do>xEjnXEhPT&zkeL=yPNxJy#A~aRP%O!sq9=`W_+;AXO26p z*DWi~#T8Go+dZg+Qh6e`+V_eD!+^y!h$;+jp10yoz0S z^{Z=R+M;heM5;IN6T)nA)=%& zc89)|XgxO`ha;Il*%bHS8eo$TZtrbR>T4luEK*21SBr_1eSkGgrTyid={4U%uTb#~ z!^?q+yBGQGpU?OEYQ{48Cgf@)tpo38W%D=x{L5}Mk}fstiLA$5i(Ow#g={Mpw=a?a zfVLn*WLMTaCf_Vussz%AkL|mccDxf(vUonU(&s5sk*;sQL{k+vPf}NF;eGr>a%$M< zF^G6rk|ajzgHT+tyt-Nj0z~+aNUkL2iqX96)j(1NGC(Pc12Y|17Wfa46s)92=mQBi zIygnC;Di7ecZk>nKbK-3IJhn}fC{i8b~jEz0xFrr7T6l}Oih4Ex+78>d>zgz=oeKN zeghPV{>q!;KE}`{*gR6Qeeg2;8o5o!uZRoM#ss|%eSq6wVbS}Hg(f4^&~p*Iq(KO* zKr$o+ImC-&h-kDOla@~W1j&q5?eW?Z60Pufx*DF9#gQFOTaMyrLtV_%x~|nbJyX?Y zHI-Geg+a46S0CKHytDnq?=RJo&y%1xpLMm_?!XnQ*;+cT-P_6KQ#P139vVSAvTP+} zO_YQe>}>MBWl3v~C+weB-#?A3)6AA~H8NZ1_g>D6CWqA>Rx5|t+}A(8fB*X3mp|E^ zsRs#DYuc{mqHR<1sJ7&p`srs+*+Y8?U3BN=$U-YHtfSan9xwljACB>qLZlU?B~T2x5z#;_M-$l)156LRgeT_|(jknPgMcoa zBg*5DE~t7UqohotH_<|$TymXL^XmW#BOLc7Mc+k(0Mv*Y+=0kr`lrm$VofCI$?! zgwQ|=Jgg&-jDU>q1eFll3wAwFU{OOL$1LW~AenWhgQ`}bs~8RMZEC5N%Jkdw^R`;d zC6!{con^qt{LM*s=ePg*Q>o?(8sl}v>MzaOR0mWTavNE{ROzJHr@m} z;7)$Q4GW$?$_i+a1eRXUIT{LjDq^8WSfw?F*p z{h!V4@lWUjTa$ylQjRDMlWl*~kuoj^GKrZIM%67i5@lF#IOeE^WwrP&XK^*_az?q5 zNL5u5DN8aHGSLpnW_Q%OzBSK9XDJgmbxm5SpNaTawUdN7MhmzmXpPhT@GK)Gq+V}X z%a~0OUoCs{-g(Hg7uOC@pic{)k}tWky6}%b{O|4HW4mFvsM;p^r~IJq!?owiaTz>{a!6NQW?Lyr#mPJj%Ad8#_VnAR)7e(6C6 zR7fAx6(tF^5-lM0fN~flUce5#lMYhOsPhq8id_bsI&>hgpj!;9ybTgQf-uinoH0=< z_zK~XO&+m9%$Ha_p|9dN>ChEQ!lIDSnA8?ACmt;Xriue0VG5ljz+WY%!W|)H@X4{V z2sB6mrNp7-{qgKT7f^=+LoGrPDM?P*p&4AQKprAOb5qtSEP>l)TM@AV5{&f^Ig>aj z7+mqzSno(?G|&?WJJ3s{cLV8WZ0nMkLpZLx7014}x3s9b8Ds;jwUkOePjbS8ahw%GWejnQKv_` zsWJhf9ksO^b_;z@eACm<8{sR?om)+9{(SHF;?DD@qcb|mdDb2AX5*etCTyj<8^cLq}*Sr-m=$Wi)KQ; zT7&KraYG^+H~E}Sbh?<^d8K@;Dh$)k8|#TCv4n;BUDdt9a?8`mG;e7Z292+^olw#? z9p`L(SjmJtT#ef*CZ94>-@XV%Qi($F+T!4U{$n?~YmT5L+siGypO23Kv~ejoPF0h> zROs8=uWxqZ#@WzX+JwWpCP&|Tw=I%~fYAl50y25#IN_3~#X|-is8d)hOqbq)0cBTo zCH8Xx8?G4TgNP;3n1@x0)rET#d4n-v_=N!jeiz=Q z&=#CXpv0U;(n47i=$oVDU#aHa=v`N(B#coe|Q5Ozh3so+LMYWYlR@FPVC(V|c z3)UNxL@9Ih?Cra$VNG=$)Kdn6_yNzXTB)bAxl+bceerNuTXh+E7kh-dG<-&=i4Yb$ z{i!_-#s7TAZF2;??&f7@&1&o&OuE~?d@a+hctXi?CR0mQdIsCxY5&99AKpKF_i)4R z$yPI#;HoQKn6=mA)0WfhMRQ&@bt*_Uk!&EKlv&9kPcqis8Yk_=ol&T`XmiJuXt|R1 zSe&+8w_0<$4fKUX5b`Z{Pr3n@vy_WB6*rB>R@C{i+Ys~F)RbM-n1GlK_J&#@c;l$w zzYgGofi>mfJk`8mOlPdMpZrQGQ1UEf+TXuiFfZfuxjkv0aU87-lvOI+louC?#Lese z^`lNMa9TLZe%>6g!-vWTuaX@z1{R@J%#u(;9~KgRP1%7y#+r;3cz_sWjIEygLaI4? zu7nx>4^CKKNgsoE66nHkK|i6zVufXMCB22v9KS<(gY5VcBVeTvm}O1qE)7RuaRulg zm)KUs!&ib%sntcz0!xzHAcmRvl|Jr7tS^j3@_W%Icu6M=G}EKjmo+AS9beP5V}$pk6-urF(tZR8cotu57gBN$j_kcDhz-D&Dh4y?8pgWM*8v*Jnj=l8^*N z^Mr#uq+jOB%IS+WyV2_k#tt@}u}L>r);7upvoqNYWCKc;eZSetolGB(fB5j@pI`m@ zp|r5m-xy|bKdar@V9?ueSZQcmJNB%RnH7&FqjU?-<2q-&%|O1^b@-CA-Ewt#IUlmS zk2N$R0?#ow#E9;5VY}BJi$!;%<^Y)xm2QG04zsoXSj!rtjlotVc{X(}v$^2d?y`6t zgUjR%_aMJhTu5t?w5|Nv<^5_JO^5UXK`M$8#s$q^s4h^$0un8Up6Xv?mgUisTqSxw zH4xM%>ifSZL?nUyskj6C$B%KiMGghDJY2D?nA=mzQj*e91sl=(J-(P3CqRBPhS1Xx{lJ)(3KU;iLxng%?ZgCWyVF#;% zg(FfK>{@A8lNaad&k2D9O6gX=k}7QNZj6G4Bt2^5nPQ5`0iDQvzj}PQ_5HhdKYsQ5 zwZLVrcF}A4{pD^p+MQ^L)nG~qZjDa-izf0JLUu>881lK3!Fn(iOPKw}ue4Ufq?GI? zYpatehQsxWe?m~A5}-Ss$C)k!wi~oF4KAtExHKbPJGx9bmh;bFRQ%ox)o1RO%09CV zgHRo};=N9r!pfM}dT@8ePQgX6T1#e9+2XwL<-6)e?(#TGBpqd^sz3l2V!!=s^TiJR zC@khg+I2OW^)yCTtdqPyHi~|8-)JIyid6-&@?1&B)%SMUwJ}fd1^(rE!j=K0{75eY z)*}xPQhCHYRTw4Ga14;)ykmDUePlN1%mDm>WT3{9fNDZM^q4WbG}sUk0SAiq(}-gN zV{l9s3vdSlSZzr)lz0~JOg;fW7G+sik1^r6hfoY!PU?BR7;JO_R-JwmfL`pY&{y58 z#?ZeKLCTo8CDtK4p6{kxHyQqd{RP3a@W*kBy2ktIao*ql%9QfjIyG-~QjhVYQn8zx zogd^H8(Jcsp3U;H-Fe%-VXG=PcVqlvIe zBp6?Uv4u`gX;`#%UXG0(8)H?x)E}2$TprB!N_L-}9i9o3zK}WR(C+u{T>SL&Pk(y& z;Jbl!X znvVD?mCU$c8x@m_C07h3tyS^odXc5{AZ=`Hxzcfu|I>r@tYvlb?4S|%&H8qKXLxqQ zNv&8Y)K14jrHyLD;8=F;96AjqpOHMhT$X99kG_BXzMQvJr1|0!?Sr%asH$9z&ySiT zZ=_$f1me|gitS^JHk|Yuw$|sY=D@e5DXDl$(Ny16DYxwiB}|hzB5XV zxE|rqIfDS0{{P~o35@`bGTTZFJmwf}gQeky-vVmsv%vLI-63T=-i#!930IJuUuchb zXjow0SQ_;caKPLqgq?=&=6qg>Yz#_|Si^*q6O7bH2=@d^*=RQ(M zK^c=bY7N2db?Qs(mwXt4vyL48GoKA2hy)~HDC%LYom`7`;%d#9qq}Z;%kQgJvn7?* zqR-T9Yf9>4VYZ%)6lTv4%*#IOc>nOTSUqFk%alq9#(UGwan@~LeyzDI4gz)_x|L9_ z!BjVq-e^bb&tpD)^W(6??qQYr)2H)?Ox@j|_!cd3wL@NOhBCTc_3O>sy?^}uFF$<$ z_A9?ou-$4@oZ?2D)(o_;BG0Qgz^PzCY*_^*(OOJ3(&B( zY_@C@>%sb5-8f14&PGv0X+H0g$Ia_#nturo0QlZGzE)=_=J|_mr3dT9sm}>h+pArMAM**kiw(#h)s)%Fb7j1 zub1EiR2G$i@GUbV>;m~ZMFAu)#SmqZ;yZb z9+zmmutNqT}yqP6Ic|j>q1^jYX2ZJeew8U zH5ly#ZIQ;ylEIut+>52N4(9U&H5J{YnWG}An>CRX!_dM^$YYP&yxCI1nr>4X>ntTa z<~8R*!fMQf=swXn=!LtTn>TMR-~7zx_C-%dE|MI>-NN#+yV`TOT%MGDDHSfRIc}~k z-(0@Bm5u909Gh^UMsr#CmfWF!gSaHD8m9WfDy!q-rWn_gfE_cc#WM_j*gN8=dZ=utTssH-* zk7>vlan({GOR}XVKTrPs_huzMduV2xOZ2peJvA)ZV-+U)SV+Rd^YEuV7t^gTUp&}K z=Cqx#*%ICyT+cMml5sdsJzZ(`_F9usZ^LV|#@Z_Z2Yn!Gp*l5sL33)G!DpSMDQcaK z{OQ@gwh=PM!VamGc)iml+AiQN{VDA=m&vnIX zEc)x>|CI{kw z{9sr~pq1Pku!WJ9$N}Cq&_!+)KM5u(CQla)I38C=d<(WvayZ16LUDa-^Y#$cjrVvoopcahF-o1a5Ph6J#js}NWn6e8DLA{@=&)gWFJPak)dZ{TO8iTSrk<7_wFSEu$x6^L?vnM@-)?&X30LiIKa>mmFKgS| z>*og(ZMIPkDdX98u^c$HtQH2fhEj}X8ezM^7GJq(jyA5k*K7_?e3D_IrUO;2VQxKs`dIVZP-4o7v~RZIzHIk@y3_tyJCgf)?2q{grQpVgx0Gtal9);)j_8tV|vT)x-m=I6` zK*18J7m~b-B?h5@9o2*+a|CA+NO+O9*ANAPI($f=i)zP<5+;T|WARx$(h-eGY!Z?{ zuag{L^g5&t>AgS;Ry;^Tv+|cPn~Xl;ILHx#HI9^EzB^HB@$BGU-jm4TnyV*SRZDu^ z>S-1t^Sk8L4Ycf>B<{0llNzy5$yq$67qGpq- z_)KPR$#~ezFPm1KK_5LwO`}QP@$kc=e_WIo%!yXEs-|4szOu3#t+|z(R!?qqww`44 zMqZt?!>zvC8-F!4ny-hOS|Bp1Qg~)|1tTO~9TxI!M0 z1(3x=LIMt=hk;euMIo*fJ78#$zQ}=qSc)NHCl}(2-2)i#1^F_GXh0J)UVxGK$*L98 z4CWw@3aM!@2fbiJuPsJH5I0{Ub|Re}V=0P>hqM#<=sOH{I&?NBLr|ycJ4idofK5J7Y`@ zYxGsEx-&m6Zf2<$tnZex-EOWvXe3j#v{^BE%f`3EMspX|(A`>(8dE9lV741t3)!5G z&iv86t&quaepxj#jyn`p)ptAZ-(C!-dp=YD_2%}=7vG#RK&_MR zHc5ais@_I27tVa;TS^m0s~zOCM$b#84vI))oZjNZ`ZDQadVlJ(C@4E{5v zw8Kh_K`&QxM_H@W*D`xjYRKO|oMaNJq5sUXu$1nR3BH_fseb?cV?)lh;Z_N7H>Hz=hrZ#-A8NOloV(j~Jc0VUKA3yilV22Q9h>E^;F zvB%(y?U3wjgeFL@WI2FqF>}P-B)OG*UCeYmNY4-8$P)&-)L3vrRD9hVgp@!-;R~=& zth5+2up_CElA}hNBflk32EZRJFtQl%VZt;=@dqbTO6PUxiXkKcgSTOAu%5VbiLOvY z$zsB)>)M!jn3ztknd&xH3(g)JKsZXy5TdW-A?OT4vMtzGWJx9gZ~~5_Hwfk!)Hh76 z7=6IYXF;|q_Lo43$Y%DBJuZc+uv+2WsAG^~TR`#}f}@LS!)UXYN|wdMENHMtU486Q zCRg&U);2dA<(+x2-pEDMnfa#DtkgDV6K#FeSl@l}Ty@Tu+rh`}a`*JkBwgxsrw?Cl z`Ikdx>)_>!FPLMDnXhnwa7-@bntD`mYEb-&!Zs9Sv=a(+Diqv>WXXed^{ zeERhMv-#t3u+ep|xTCSvWPLeWm<6lp(O$n0vbfceGchhCEU`?>zgEhyC&VI|$x$!p ztVcu6b}GASPVB3-%%qcv+dAjzNVY$>)obHIvNi5^8E(_Os4zo5)r@P$UnM;Yqu1Rv z;@I~y`OTDiaXpf@8We*|$@>^fobWB!XOGWQ(fppF=Ciclr2AQFQP_gXOQ8lBgo=gI z?Ug)foj~Y3RUR&4CjjK<45yMPEoBBgORNq#5Ts#|jDih@Rp4Y{5ye_V8pS`tRtsn5 zgyQLo6(#Z&_onSQbz;#lW}?w8BAzS3q?? zMx#G+8y$$u3c?E%D1ZC|uNJQ{!s66@K*>*lfiPQuvtp)`4$>lgOdR0aMaDxyNYfxi z7vOMMIb655A~lFo25@;r?{mX94Ch8r9nINnq2qqSUo0|? zY1ux_UAKgr4m#KFPPBAue!G<|CbOBAI*lcBGj+T@$rWcmT)JtsF^H>28=m>A*SAhL zCIfA2Rj-6D(Yd?T}RKM#h>4C-l?C@XZefA!{euw z_;SE#Z)|JS8uwbwZl$JafB|9k0z3ahlQ{TRyd!TU)M<>km|~bJDaIJEdrBXi4Y8FDkCtY|?3M z>{pzwL<-F((77HhpN6)L=bOi6e`^w7wzLMGM24O)w+}LTi>I*pZq$A=wWWiF_NBeI zm@TAjSG@=8lUgJ;-d&E=uH9$^R&9*2qO!pLxo!R4dd}Zomo6dR9||+_+Szs4`_bGb zz)IL&+$hl)c*gw0&M0{TsJbHa3vuLIa--Oz>HLW=#kLRrB#!}JA#{+~3J(|q%8pBL zSOi?~1b_fOd#aQ@VtMg+04-KmS}jl_BndP)cUWBti3GDkO5ny45I|TJV=N^^a#kVA z0&Xsi_lJARu@b7*|B*!|S^<|2Hc2P~YI1)f^71zNUE&70nroUMfi$U<_BdqylGhOIjooE9 z=S8)!1V+zSr&mtEodk)^#+={`6(D-~%lP#xB*sd{-h-?=krKU{WOmaES% zhdb5iPJVa4o@xxXPls`v%WIBi?RLhe<-a+csps=abBCG8Wo;Nq1kAK}^Lng-FaPuV z;l`vroE<3(?osV}EPSjTSL&O0M_T{j;;6<(;|mUp{?=uxy*hY#Hmg)dS~l3(RO>9n zcu0xd-+D4qQ(7YT;_PJi-kr-@)}fi5o`^Bpi5AK=HN9rZYT4WKv~LrLHPy5I)LQiR z{eHDD8&Y*SJ$J0dD7>c7q*rzXwbZVnwvL$%yAf-23)sj&z~LG;IwqUzrsr4B{Ogq6 z>tVaI~_xK zVCbc~qlLvK1rST6iw;5!B@Ds+LIueG!-QfuVZPGRgTHL^m?NML2vE&XQze!mi8i9t z;%0F)aK|bF9Mm<89NI41I8RqEs{x6UW=1ljo^sAe1 zg4;i;^(}?g?#-Ry-IK}9=;<&Twijo?)b<9u;$^CyNyf`ftzXX8w5|Pz?e5Hel0Sd= zeEn>{+-zxDWyw(Qz4foh zs@kjMc5a7~^V{w&}vl~fzNDi|GPLQE0n6p~1g4ZPBMLp*aJEv^*+zRS7OCbA;;z_V zl7n>DAApMqjOlJ6mnJ+zWHUtDh>T_zrl1oWXfSCGm`=TswK#Ip)D-H#%KF%p6!3yv ziNHY{_=1yoz%|vK;)}{>L6nT>FAY!p41DJ@xjf(ty`i>;-G@9UcncHQMBCFXFiXK2 za?*=L#`(0*RJ0Oba$GTni&a}DyFY2f`Zcv1yfU1XYyDBT+P|FE%VoNJ^_ohiMch8sE(rx!!sZEy1Ix**1G?H?vU1iBR-|i;dy!%Zpq0e%ua3m}Tbn=8J{4b;Y}`*stvPokfgO zxjG2e(x-P*+3dZ8S=Wg05pWeIXt^#ohEk1rEsmw`v-Y(Zb#R?^a*U&4Q?c)JCN}12 zdns<{zB-C^)5cZz&0^P;&7w{R?M5fk`l2zE3tlU{`wH&YtOcC5Kx9d|+!}pXSlm>r zuAFV{n|&r6^I_m0V?0BylwgD%8yv713tbdkurZ5lA0~s9g8>8bt?awtmPf{;lz+r| z67Zm?N)8T!6Hil64a_8nAqk8;V-x_80fCV1o4>GS9y-5(?WB1JQWJx(#QUSI4!b=k zl>t)HtpRZiq+p|UunMYWh_-l&;=W-|QFM{*(7@RL!J&YfB}crCU@yn9fl$i;3R#zk z!n!O0n~;znXO&%n3umiOa0Oy}<&>mp$UqBxHOMPb5Hb2#d6o+AiZo3e&>nH8ncb@w z3FEusZU&eFC}F&0TZP#z2YPBGmr|&SU+r!*or(8k%IY|Zz#I_1sN%~H-s9HPk- zzw$^8m#XFV?&B|Bym@^8$lJO9?oUVe3$69zQOHV}hLz<3Y?YL0vE#TpIsfia&Z4Aq$C|ZqcmCq+TheseIj@oEgq3^`W1|tS_Cr}W zvtpzsJwKnvXO7`vW!Ah&>%euoZPrIK!il^N6Y3%RS^>#9))H;fNiO%Gn&?-;n z`>G`swKbn5^IzsItHw2NY@6bdP;-C!tGtT$4OkOMJ|qUiFhMZkim5_`fq6Q_$~1RMW9Tc%qgOhbV(Q5!KrZdATJVtV08$6kOCon|6pwio0HgNT%f)*}2G4gzvnd%|mFU9&Y{Zh^1f#0dr=DQvPhco%Xq zFaxj%awH?2S|Oi}l#UyR^8P_QPe^RokS=qq;xLrdmaR zlG!@Mb~~rh(BtRNy5>?cd;a!eQ~hG==%F%;hv@j>W}|b3CWWiiY;KfN+X3S;tf@wF zrrjShC4AOI*J{JjD?6tlHnjw&E7bOS71jT1dDKmHYJD21q^tRGByM&(ynC~ooxsN8 z8|P$($yzo#TNXuY?{1Er1fjAh9xBeMLQpx zNA!Q<_!2ze%sf>7gS#in6G^T@dd02MEiXOl^vIV)fdML}QkDTYloB=!FGur#fWzhS zhB{-Quaek4K^p+Wr)R&wO@#8mWF+HUxGY2m916dstOJA01#=Yy(wvH$o>Z7*$*M;< zfvaF>S#Dg9sC)k>^>SuTBDokS#(YSu0g*?7^x+55d_1Bt3&SBOOIs-M7)X#uk7Heu z$K&r*!)pGTbJSP5UbEVE(=d5_7&g1g)!bI2yQH`a*;&1QdsZkXGTBV3+lf|2XAiqa zg=w?h?@!W^(%H{{f3|-)tTuKJR+$atb}(3pzI;p!b5O_WiCnDvT{Z2b8xL3Oxx*)E zlZOPD(8U+!iK;0oy-F-LRNQA@MlR>^&YFT9+dbITUSB3R{Hf>NP) zs?jZvHqS1f+=e%WM+<vksX8$}kpggJe>|65Oeo4fzbM?ag7Y*Nk_zPq*E{ zbb2&Mx{}3usTMa8$nu7Y^XJ`eqS)Kt3b&bzRh^yGt+mGNT7J#m>r~a!tBVJ(GzESf zQ2+U%lR0&kGg%+iyKEA@@&3*plj%1y#tmOTZywJ`y6Ct<=3qByZI!&Cve6r9 z4h}C*Hul%mi_HNg5k{h)ty<9b$-+&et&s6JTUoCoja`LNUaq@4l^d~WysLF-%Il2p zm={kgxK`*ii%(ssnTzY$oq)U>l_qo%4=95)gN$I&=EKSGwW$Gl=5 zWq)~Iy3rW>@Wkv+;H;E;&DIg&*S20X@-0_%Yvbc4wB# z82Zs6$r2%^s|vga`VtPflH7?Tol9;HN3tn6l4yZgZVEMlKgfrSBj&miR*3;4CrHgY zS1Yb85`*}pI0u+nUM784Qkdz3lQe4={`EmNc)`4+croTQ_-BVhbK=eO%7Z6osy!QU zDoKB7lkAyWnM}A6OZR6kWp?@SVpy2fwY&SDHPnZ{|8io;_K5VB{Z@yQwdYT|eVM0s z4<_@;Xn(Rk4Mmh-wyeg(v7r*}DvJ&}b(y#Rb{x-am1h^V?e?sFsMZaeXNOyz{&K9+ z%)Y$Wdief*clTV2ny0_KZ!3dfDO)AqyjkeGCavr??Wd#lr*B_foEMPBMz7nM+Ga7Z z=4Na_1$Ql$2spLL`1$ik`?IIx{>;5tSaDnFaZ$AX>DLb*{`EdzO#8aySf(1ZhiBK~ zzRB`#!yjBu&kBJ=YMNhBm>cDoeimT3TIJ66V5s<2^UbTxBTum3h^z!JzI=acVPUG$ zRFIjfPFrE1UAK9obw^@%`}u#}Z7rzlC4*vp@F-p;Y$>)6!0_mhb+9_1g_>?;Cgd_n z&tXptS+*0>asXKnjwebPA_H;|fDw+NGhK0-h^UF0C1xCBs_*h>iY|?$Nm+}u7BCn zIZoZ!`RQ%`&R2JP*3O!(mhvamX?^ozqfQ-Vh2FN2#urb1TraAnqi?6S#_ZJ(FY?;y z7oBJGiq-D-TCcA{tevrkhbMQ=+l8aHx|xe4Qa*S`%-7AvJRe*)tpVrS?z3T`8M|4$ zH{FV?ch_g$`o(;A_NbXV(xUCRk4JA`{Cw++r#YKPZ3msjc1|hfl}x3Y9mXyztxmTOtN~>Qs1~h|x`BgxxSrfMPgQ(LI$vbSpaQQ)Wi93;G=zVV?nPe)7O8!tw3EkgW z_?&JdEuU64-B|SQoU1Nlw3rPqRJLlDw|0)6zba2Qb`JL6eS5fh8hSR|ZBO&lQbs9c z^0{0x-5l+!o%FcQatwDLe;01OdHds6^L^!dO7&W8YwYC#PkOuI4CK_-ov*0)e7>KZ z2P=!kAL|+V|4o1Y_y7Lq_uK9(EoVcG^_$U5FKqL4Ud}7YYNR^7$ihV22AeOC4}0oi z)3STTGIZ3=uGT{j?%sZozT&akVv!{EzHVFCmLGaeHk;LAa7OZ>Jn1ghh2DQXR+WYl z)*3z~(*0$!>X1xDQFQ^C^ijfY@R$&zD2^a47QaV+0HR5YN?gB=(H2;mlf1F}899btrP;HM&sfK+yT)V-KA=3@o2ICav^6~J!j zt1A?pTuCqHSun>M;##FwDySCb%yo$d$i~CEA=QnUZD__q6rj1ddxRsP4k5%5ShJ`L zyaE4;b|=voaVCdqGwCVxM&nMsV#xKf{@vK!^`oD^-04Tx?;j5`iBy&b3u=3>cXmhz z@>smG)k!xuUcGRL$RKe}u&c_TkS239=&zOaC`Tm=O zeAQq3^KapNtP?3j(kVLJrz7ftI;uy8{Y`Eq9XeS*9F>x#+gnBx^>~?Ft6Q7VeYBrU zFQ=+!e|r1o!R-F7_1x}WaQ}1FYe;mv>szh%xKnH%7?Q=5ymOGbYP796Jib_IX*bpwFo9^83L<7>1K8+4o;q=s_jD=k%V=?9Y%rV25W8S|x-kjq61~jbY3L4!j6z z^}kGh5;n=RWt#`1vVGEgLhl46q(Og42qB4FRKUm|oEaE0J{sj?A~jI8iyoj$Tm;4- z*?xwd>84zwuNZrw1!NUSs*kj3pk29u6R{VuM`|nd4FYJh76etS09T6qFH{rZI}+QI zupn+E$kH=>MUh}90q;n264wKxVt6sZ!qs(W+Z&IvcM#B^@d@idQs;%&yFfSZA^VFg zN!tC=l;10!8cG~N3@%=mcO_p3%O2{f3Afd0IO=CMI!s+mF<$B7IREDBq87WmH_N#^ zac0&O4zJIK>cOpPIgw5E)-$cm-KTHb?VZ4<>UyJS*?FwqKH9i_KXuJxaQFZ7m+7^D zq5NZWd2sjJZ=V!OGt}KwJeBDbX)m0zz5dVt-n~wddmwd|D*xqgSJL}CoB4-NzIfRR zbPA~M_Q+)S(}i1azkmPgm%Yo2-{1Qw+Dc~9(2j66X4JNOm-WPCsEuJ>iCpLYV1L?s zGK$5#Zci*nrdgLBc^jFWzhb@E-uU+U=KZN{l(AjQez$D1CU%Z5&TlSE_EK8Y8L~TL z({g{}>Bm~Ve7ZDjhP3;2cciZz7L;Jx<~u3eU}TofK?;^{lnz~Y`8+GjD~s{@eKhofE!str@n^D7WYI8r1uvDVy( z)QzwXKkf>gSH6%@!g?2mfG!pDB8mc5H^th<1E3z08{iTl3}m7AN0Ia_u=Gr=-cG5r zW?gFz&#Hx|AJPf$4jaC^pbY~{Q`J%3>UJJz6$avF)ka6loxeEID%paz#r*T5%kKEa zug@QQ8J-Y&@$bLbuhaMaO>gV|^XD6vK}rU^u}oaaq?L?2mI?pmpa1#aYYTQ4O_uLG zx}2KgTgSWO1FcwI&Ti$b$*e!M#fbI2KfZbY>QB4r%7c0?RW8Rfi7d_e(nizxLQ5}N z%d_2SJreN75{GXdp56OuR4u1TL3X*LMPE=!&!d4_&$f4Y|Lv2bx5YreYqj*pHU?*H z_p&*&Y2sfgQq-)tI`fgyu^O^l3~Ni4=-Q3Vd1c8<;uj8aD$(w=Rt#%vCi^l8Xz}g( z?LWq!wHwjNJnwQ`bD8qym1R4SxM{hzy4M=Xg<^bI zA0)Qs_lG<7=Ju_QGTrReCtv^ZQpI{ZZoK~E)v_^W%w67jdjDKi9{MZCgs}ZeGLtQq z_}CMv-~Z>I?-#BFZtkTXKYKptWTQ{Fk3tO6S#|fvd!wD=bgNlw%wIgdzrA}|>_iQn z>Qglnufrsg{*}=B>3&p+g(poy2@dWcJbH0?f4-xR#%d^SN-i3jY$y{+#>h>)Lh;O`A3>M$p*7( z+LN?we7F87-GJFug=p%&H0F-HQzQfznGI4Lp|>UFsR@MjR?h$guwvmPy&>im-`|Dr zCE&zfO8$%RSPT~G6A4^6eDq2nGA!Z*X=8-=NO%bnuYzF`%VS}nYKSBeWI!6vU9c+| zEWjMa4%`V^fiUDj02uV7?XX-a&E(_7)B|u}PA-}#b_BE8#3f_`L%^O2uHnM6zPMb@ zr3)V9R-)m_Dw8K9gn?uWRDSVR^<4-H$}WJ+!Y4r(MW-8jT#fZi@PRWTD$=cqTyzv( zQDJm_%oCKxIN}3RGNA3(CRw8`R17hnDwtWTHPv`};2Ufek_D~n@ORVfoY{fZ?;C23 z`CccT%BI@mOmDLBCf`XOX)h{+UZ$;Wy!vU~5j3vcS-AJxUl-iL<;>l$A6)FUY!?^x zlTfJW&cu{NHk+ZRY~bM^|NHk_3x2!Zxc}zsis93Mw!hnS@8;JJK=zM+dYkZ#fo zmFx)2w1@PO6Hk*=>(#i#8LXGac;b_8bJaapvuf`bEt;CvKb$Q%;)&86V|i4j(27_)7Rn=%tuUEDmasZ2KYw@dA&TLPHs% zDw{KpT(V@uBq9koQGkUJOHe{W|I`3e`v4%>j6pe}AdT<8 zp%aodfidSFXp2}}@p!~u>a_~|ke{ID34$RIq63rijzU87KZp*#QIH`jM0G!!YDhs0 z&khNf+G6-M>rdwk{DX_dZIczxTXT1~ctBksPcLk_dgL|m zYE3+ScByVQ+J{M{|Gre}DYda>e1WDId;0t@|o5ZTEKMW^6c9 zmCsW1t%}zB#%);CF79aKUep+&l5)+C1)%b&l^UzC5nJMl5IO`IRlNhTN_7Id#3 zrYepWXcdSFX60)hH(59^U~DeG1AMVlkOL~vC2S_qe9V>vti+hI0%S4x=$I{95?oP& zAB6a^x}YOLI9RIMq!TX`lW>O+MY2R-s2~*N3Q$=L@L22^L_?4(9vQj1V)a@1tOGJE zK@&C{xPd%T;Zn$V0)71ti;;;fyp1(2Y=HX$W)cSGU1`n0P9PCoZi;jJCI=4xmh~-B4OTgvfwKy`=4w6Tp4fa7<9}Y%%@44KQ^6IW*7Nfq!_9Wcly=C7k4|;y=NB>PHsK? z`ip1%(!fib5L5q850cvMVDKQ(YYg-2YOAW1S(%AcK9b9{6Jb}vk@)k!|8r+y#c3xY zH@>HZpAY-zj6o zhpS~nIvq}wJGb|fha z?Zk8fc5s4XMO`1-PHKNRvmO2m>45Z* zn+f9~uZ4L%C?G`3SahN(utr&VL7L!VY$f0k^uiTb4vZ1NvyITy5Ewd%$Fb}o}9R$kA{ZyrJM{Wg*IDgWCAf54FG0$2g$;JMIB;07NaX} z9*xX}!vam+R)6Fe5(Lv796TSz0j@ZN-xWNGaV2elCk|iWw>S`BVM7UFh>86ujfqXv zi3uPUJ1zh6Q*0%}-lXBPm~N4CStg(rb1Bq?E=2Hf+G27C68e+e9%0dWL9jT^yS zNKiuUy5q?RweZzQ$Wn-Tue4jPbS0Fjlx>lo(PP%~WyQX>Z7|u2g+?vEJ|8HVWHCBw z9v@7M>hNyFR3Fu&BwRHc>CYTqtF=9CG=fR(bicr$DqGxS8;mMpr;^AgGO0`^pXO6G zJCFYT$L|YQLNOnTG*Q(ZEm~-8O!p|!4_PCo*hV_wc80f9uR_%G z^nPVyKU7BvHP?He#rJl*ioxVqGZoCfbi|f*tlT6Ioq_7t8U5zDV$Jm<%dQn?ej}oU zjQ8GaR!k*&KFH&t;n@R9J_EQZ7L6D&1{6z--GxAqY|c|5PeuT#%Sd8>IacPSaJ1kG zC}P(j4Ej@KYOBCqwtCh9^cURg?i2hFaG*v>=OjJ7hP=vzlxL99O_~y76Q=^NG@a+- z$QKv4j5h$;_zYNLsq2($#{UWjXa>T|FmbZ#rR5`hm6a$FYv4vAk<={lJKPGER^9P&VfReLV{qE^(F<5l85{;$o zZrQ^Gqs-;2Cu(pl9c+26XukmTWDPC+WKim~O{ zQyPS$1GU4&m&YomTef(76_F2wX25<$n4o=(@CAwuME??VEGr=#NE82nN^tTh`IP7u z$RUo5bQfVeCWTkdCWKiOkdK8CK!>ef6fgFC7z-K!wqD+cycdv+y_5E^qCl|h*vREB zq@yVP7sbOv1WKBO8#zB!P!Mmf zoL6L>(yK}OR=|Jdh9xQo*}!QO4cb3w2U0=XF++lhde(>T)!MCUvOb%oGuw}vG5dPJ z=}(4o0EWI&GoyT+QF^Tbzg9B zOLN$k9L==fncMEsR}57wl1e4)_Oln0+UeQe*I&MR__@LO$>Jvq@!9d=F$zknP66BY ze0K5lw4P4|XQM$Xe}Ci3((+pF@w20@&m9X}eXjD#iDEDM95pBVT`*m7`?SX8hr5=g z)rG1SjP`!|PKy$^a0F@tTd&~N=8H~~^V3(ix9?7?s@I=g&OT06U)J_MFC5SB-a)*M zxmH)qZ~nCqEu@c@I-&H9i_7t|hiZ9{GuYIYqa05BHm6ar#Px+0qQLr@03{i-Fd#Nk z9JP&rp$S${^C88$<{*9-2J9osb)*Xgl^&g<>S8rPI*bEh49GxDU1YxiIpGH>*yDE48#FR5gEkH5(Osdflr6E0(fAm76`$|{4%}; zPSk9=rQb7SFLAZVo8--*;~evU_bBKS!o&K&)fB7C>@zI9sB8of@#KWtglWPlY@K)^ zAAufbz>sqemXuTXTv25p?^s|5N3lxu>LRhg{5EaWVhl=%L`~7f<4(;KpLE=gEiGV= zW(XO!&Q(XKo2%7}31yUF?Bi;7w%t_^v{YWn`A402JU!IT4kC%E`tDg-{iQd&>9O0Q zx#IfHEO(`|nO=s1J0qsnxI3=-lG#*RDMU+3J0tZ}%YXTwKfYPG>G1~?)pRBD?5CXL zbf@<12j?)~8Q$4>y_m+yam{o4oXb*=`JYJX#X zIPOl@w^F}-c=_(PKmYapJQ0oN+tot8I6nP!<*KdGh!r|%x>ma_?ltf29PN2byJ45R z?o4~H)wS^HyYpc)71nmDqbGm+Ia{)MELMvWvbnDLCXbCu&b9FW?tZnq-mD@`Bl+D= z?B4t2x;?euja)IJ+!{WQ{{3I==DN0bWv{-!+@O(UsU9<}u9fzh{%G9x#q-80ycQ3I z=ZUG~`RN>$A)**tsh7c^fJYoFY^C(m0t$j$(O(5C(xpb?aAF_@6m0Q87gZ}m4h(n^ z1&ZTz-=ClZGsQ@!1a*48nuG<=1@QTG6D@IDgi?GpP6BxqZ%Qg%dFA69`Tswf&Mq{u zJX`xWVQ8ABXsQSm0x1FsBoILa5d=Z-M)1N5FT4=E5d=X*5Jf~pL_`r0Q4x`ih-^er z2^&K`$R{QtRa7eVneMKyuFlk{p01whnVy-Rsq>yW@0s_vtoKy)N8-ocTle~}|FfR; zthG=Rd>-Hn6GqvitTvIDiG|{`v09P=f?7n^23lv?i6#ScZ{jq zTbtRvZ%TLPUi_aQ2lakS{mN}M(xSZKN`!rVHB7dYoby_z*Qo6JnI0I8Aw5fEGhw$c z=C=In-=7+D^cFLh!s@%9-api9Tf3XTc-2_M_PD-2@7?LSvZbUNh&iLw2}MFtbN%7t z%d(XbIA-emrX~r>646Qa=4Hj z*n_|PK3Zxo?zu7yk3RopPwg$)!m9_Dsk!yl#L~ts?_R&152mt?q(3wd@wgmhB-Om7 z)9r?xN^1W@!$2c-?xZla+^bpVW^S4QOSv=fl;o;}>*OC^$E_3ZE14@^APJ^f%#Um1 zR^!<)BuS`Z0K$6_r46zklHYr(ZzbMe6h0QE62cl&2#bwdtfgw_#3y5V|a6woT z4wNP{7%->AYJ|NbeKK=$g!y<@a5dL}`{O}&awCid!`8)!IRqEPZsN7Y^Tbj0=$ol8v z9X@$5Bzf70?(FJuVZYbE*i*-&$;HuS?GODY-9~)SJ=%Q~J?`oC_U@yq@4?#oIt2n7 zW|vYfef-PI@YfrmT6LW6=Cke0epQXyjD@7d?5XJe%k|M!EtG19dTKLO&Uk~qoK`~R zonF$^f4=y9Zp6IKo@9SHO`i=EP%YtEJeZ#Rz zr@X~QL&&vG_k_E;FD^$zThgi9dfSE-5d8t6Gg?LA?J+vBPq7PbmN7QdLSjh#CgC_1 z=yXPC^aXezyupHbZWdADuV-mqY+f9==mSI{5H!SuEfCazH3~2h7%)T3tN{=)aUD<> z1OMFr0lY%_u~--`lQ+)RN>qx-1rUhN5tCxBA9xmPV#h`t6hHwf02fpX(SXgsE1(Jv6(${IK{`Mg%okK6A|C1Kgza+$ z0zX(y(7UvRrbL6UhO3eY5H~G`ZX&m0?zQh(sy=UYYgi3rhAvZ8Jy%MRFc}kLOj)pQ zxH`V&rHC3gcw>HDayTrO4oBH=Bo)5-&tbfm;ryw|n<&3ymEhq=vrjkEshLZRkK zXt{s=``<5*-;B;qYqn*J*=&dT_&WIDVt4U)c>eUhc6xYv+==bKYnQ89!?oBSU8Zkt zw@kU8PD_WEre(dwnl^h3N;CWE)1&Kru&IovN-t(c##vRvVdvPZ$Iu)WvvxI_zpZP= z>~2%Efv{dV%xoN~}Ch0KQ69XnIHcPNiC+&TPpce4`r&1atMxK}pl z=6i2>!&{9cmVDTy%P@b}<6P3E#`ZgUb+Z}v1=l)nA0`b*55=93!^g#iXbTqf1E#o> z?Dm9avL*8e2Z|X9@Pv+n69qQNlqT*zu|GVO+)zxG3IQQPF?5_M0Xlp>JS{R?^nn2+ zkK&l+T)aktJz%l?p99fX1lS;s5I&2iF?;rQRuOB3!^6A^@{sVIpbwkoKa4hjd7jnF z$vzFkep2C2(mNrnD$SlE_s6HN?8Hc|y{ll}Us%K^qH|=#r%bW{?(D zQUhcQ1Za;lW4t5~lbypT)74mM7M20u5kDdw_R==vv(gPaMo&y@=#GhYWB!EJsiZyO zNO5>FsHbY}TEg!yX}27~SlZ;briPwnX7cJ|t&S%?M}Th99N5j5iCJ>=!xWm@mL@oNM}(MI@5-W4mDc7 zM(v-j=jMjp;W=eGwP3j#`S{=OpVvRUe*8LJGX?HHJ~;B*ai^gFEfx1(KRniNhJJaGe)M9TTQxdjirHoxX)X2JX*H@HZug@ls+CH`YE|9z z#IlZrrLGz*%GOERks!F{yYD<0==U<=V=ZY;c~*3_ch}#qWS`%y7nbzD_Vl&YY(KI} zZ|{ByK;bYg?3MNGE0yqDulu_Cr1-^pq^>0GX+!kpMZ$!T zK)@m8;L@3fWEW6v7Kr1kWTR&{7r2O;N{j~x!3~r~9^5*~`$pLPXPH`j6y_`OKUOXA z9dDyR4R(Wvh}A4{1ML6jx?T>8A%J`FPY_Myi$(6pCk01im7D^Xiz~$Kaw5?@aB3_r zY7izu05vH*_pC;UV-wfO1Hw@WD2KQZuPabP@>=*!p&BHt<3!e&4jB)QU;HL3hEs^+ zv{MBn+=6f*{GXy>qDJDq00XOKfym|{E}l1_1On4SG>GG+FF!kntXCEihnb}(`0&oo zqgpGKO1aCM?xMx1gi9TDV9WLupPg}OE~x_!Rcd#~W?!!8_J&(pw_d)eCY{-E!5%SW zOP%`nFQ4uPVuj=3%@+*n-Dq?!wS%JvyJ~xLyRB{QkJFWDIOfidQrUbig(NndP9@`R zN}daihc#LOQ(ABJRCROjemRJ4Pn69;u5DYnH$S)NcCOw{H1@X-E+1Y0^y#nKWb?5) z9*!R?$>~<%zS&vQs_o8BGBE#@ZE!j%mlDsnVlUpk)4E?f{Hc5@+Sl^NwSZwY6o}NB z@49oCNCWMsinrts9Ocj7>n&HuTJ7e+@x{X{?fB-qj6p5BPE$sALSJ+2J^t~+n4Z|n z(OdrSzgg&RBvfYJuNFEEBjxB;W4e*Nn{B@j)WhSw&gJXkoU3Y2y-7`~HQ)M|YkP&S z=9cT@oRID}e@ri1fSVW{YAUK=1Sa}@u&A?JL4PNF8RRKg7G0RQnUL3s+(vd@ah=>Y zoGd%(tg;2{IP{3(W;wpr4$WkrZuW5?lxv0>3VV8nHiS zHZx!hK7?YD$R2Mke^5e*HA}Zg<40vWFDpryVgp4R`c%d|W64c|S^RAEw03Qh|SvN$2vOqESFx0So z3+y(tWDbTKMDr{eL$V_E1E7A;V%2sNfk>mb8t5Nr#sY!0eJRN}272H7DxJH{y53Wy zfkNfkLAG{0iU-o6)P`YEU#;v;|NJ!FDvo=PE*32o=XyuY2fiky4hRZUFKl%eYb4 zZRb+0VrTk)x{c$&R*05NtwfM?ol4hYr54L?CRTMD>#HQ)YszG zun{bVvK-l9F*wxVvp-Tzz`cYgl5i9E2|p_1bArwYNmEAivOgncz+AB?kpX~fk+4%= z3Dpa>5C&D2hNQ5#1gt~0e~d@cT#y}lnuv($VP!(Eat)X|B0~~>7(K!nsX4U3!LDoQrqNG%r18w-mI_r7+~L%DFIWfMFe0j+Ztn;mgMGG!@QC7O~m3yQb5< z@qJ74<;&gU7yqpI+e)-BO#E(saXzmlSB&|4)yw6;+FEiy?{3BXirvjjpB>927^t@^>n8-S zF&0(AGs)PCQ3^J|+|bNmEd=SJ(dIY2v>CMmI>j)K3Qvv2asPLZF*nM< z#pilVA!*DgK@Y%?mN=LsFq2-85(Pj409kM>Asj~|h-4%bWobe>V8R@dhi4Fjr6vwqj2-%x6-XOvLA-(` za@itokPi*y#=zML_&{73AC6cJc|6cx^GIo%ViXG!6%2psi=e@=S{?O2eEjy?KYYw6yO}$Ba*7~Om{Et1#*(3uQp=p4kM|m$BBfR3tm3mo z&9`H5OT0GR>jlD@%lFZ{jN}P4mAXkEXm>ODP>@cl8GFOA`AE0Xsk(#tKw@a((`jE><16JWsLNnqkoy{LdW1rLH>B%p)z!zrV|ktUJs30wqeVS4HEgdfm@+y;#AcUlNV1@Ge7 zrEZy`H)`mhKfKCGw37GP3^66QXsjHR7KX!=Z-WlI6xJ7@kIFfJ+Trdg7a#xh+owNN zRxFir>uG|lu5D7W=#<3p>G#)aduv~Fjqm9Li`gPWN$G;0C>GR%ou)E)RI2UxoJCJK z+)N{ckA~u5Z#tFF!qj9F`}>M*!v=ZazoH=foOPx}s zaI!y1M#K|jD^1*&|0KMkGw;26`>JO6vi&?|+8(4 z1+VQ@!Fu|-i=M zxUwTM)W!3U`d{30mhC3RQgE6=h3?kleT&&?@|Hc9Uq$~Gje9IhX8qdI+?t3&xC&v#4xj5{36H`ljKqGEJ-QaD)Eru$&gi?A+{o0J#i4nl2=J?mh~ZR z9C)ADh(mBH7a`7;Dze5aq>%%XL?NrNAHpR(Dg?3gA!qC6pxgya7k)!> z8^S3FBPVPH%Zx?gF$zt>g2JKmax6|32jh5Pif3vh`FOl>Mv6g)LySpKDMKiLF_6cc zNKY?d$z4cOUGeRFMv{XOIW_1-ZFp+!L~DCkOLarOu5}@DmNKsgbQY(T;Y`MCyAY1p zt*Z9&({F#i`L=R+pw=4G-Ap2A+iANO>j`!5AaPcZZuZTgbD>@^wDgmf9Q9wIXvrW_4VIg?RD#^<6&iEd-CgV z&-$r)cCgv&vj(l<46=n9%^c|G5=zHtdU*9+U@c_nef#WveZzhFD(i2K<0P$G>6OXW zQE0ezc38KpIHSGe2cuj)^RE4MW)h*2cf;R(mSv`oBRYQjU_Nnuaq{f`$@gPtq_3vZ zVMnpo*ejlV{M#pOtE8zn-fGGFyNmz&_RHT{+nu#doz)PsRZb(lJ@X&M(vX= zLs3QEt?JcJH(5`hH%#=^x37Qsuel%pZ%bEfghK1iSASBR7JwZ?(FmPceRv*>4J#EA zpMg_R!Kt!W<8f3p6I=~0 ze0Bw4lZ1N$bs?A8IiPwa0-aUCb1=CI2U`hfSNG~LnP$>%%M;O>f(D(K;tvi)xED-CXU3B=zJD+;)azfmQw5 z-L3Z@e*I;Vain|{JlQXAv|OflrHvFv@$rXW5Aq)~?xT^eY_`35e;D2%d}5y#)MpN% zTEw+rN-&(DJ^U_R$X(2eo~0zj=Mb6C{#v0pWnTpwV+d02&O6KzlPJaL(SccVgK<|< zW<%u-lbVD)!qBlHX>vylD1ro8@`9Ifp|Ww=qf%xd3qw*El2s6v0PG1Yp!pfL!^0A( ziG~ZMq>v4~j{N`w!elv;9jGgv!f>Ok6?`gw6?3EiE!Dzu%vqrWvRcRh%v_+ZBnF8L zg;-{>$;DZ~!~9CT##4Y}94ucA0y%g)pe~Ub^HxFDpdaD+L@&?fv8mv#C4B3hHIfyw z9j&3)wMaB&)0ak(RRcrJqKm!Y`~RsMQ)=4Q+>34GJ7YDGt~^L)o=|__4b)RHZ(1u} z{Qh6x4G*qs50@E>w$>UoJH7>-&FMH(A78yWe{gl9ZAIxp7-lsb^^Cq?N2%AniEKK_ z)|D?R!%Jnu;I%N>q0^dVUT$qS$5#&338yo$TIo2KE-AWD{&3QcRU#{9Pt|)Co;KRm6J=-R-g-(O zDyP$#P+y}f?tPUiZ0cXv=sEjcq$?;yN#%a`&FX^*#tTli|h$OIO3%baxh zjy^uE(XsV2B*g+kmI&TeMpMJP!?cU{#f$Jf5s)}ph*$0=c8L$g8DeDEA~x#+@c|#r z7!BhLuMiY23+ zMq+#FQG7A;v+q*b;^^?vFE~98)nTm3urNh2vJZ=nnGL_MR!l*Ty!;(!_?>#@8yqQjRD17%fHwVl*>(`o&>3VdMBgQmN^+>#e!i z@`fdGRH~H{smR)$4bM`z5uqi{O1-%}pV%4A85YgXF)a7a{8vWzhC8{mv9J-SEc;FC zCX2yj)~{NY^ifUoB9JY7c-y2cKdd`iJ#wVzQ%J&6vVxa_%jAw@4a7R4qeAFF3sbq5 zun|&7F>b6 zi=ABfQ{s8QIYx^aNnubg2QC4S3XYwn8N__W2SRzsH8RgE#2TQkM|w*UH4-|p95_V` zKmfu4JIoFOp9^?^(?hQi5uK0FbpmyzeGVT+mXC;zaIwNx&!8?>!U2LFS+jC!fMKcF z2rxAp`xkf1#ajFnxWhu*Not7Wx44=utEZgJjq3fT*VoS{Ds82l4QeF@=)|JkPyc#f ze6DkSdGIjdi>^lsc^d1r3hG&`?2B7(uF}!N{KdeoyJs*sT}HEe!_av4;A(ezF+F^F z9CIeib?xw^)h&6Ef4{zx(^>`nLHl*A|S7Y7MlvA-$zqa}-=Fzg#ZP#ivC*?RmYZE|N#4M00sA zY`1uuiV|6&^N}}U2zqD;dCy*N_adO%=))iP?N-Fy45yw&A9ypF_6RGFE2Mq?EUpsS zDmyZ!hDmaJMHVK`NPHq)z%X5xRb*3Qlo+SHj{E&tnoDa2QfaUe98@-XtO|%J`@gtZ z%!t+DicpCmit^dUj5&ZRc^0S0WK~Rcr7!lRNl$@f$^fv0J}Y&9YR2oBm!(W6`xuD$^sI~jfAjZT`ZNeBTEnl zjt@<34|9dV_RNixH;U8cVLmkCAPIFv4TA8v9`|VB^@6!KtOwjJipE`|*otk<%s}&a zru46WU(PA9ab~nT=qFc;wSsaos)u$bt$frUJUW?dT^OHs7JcbjEn>Af8JMR2^rxRM zo<4YT{%$hrP2T`DcEp=i)tV5+22NM^NDZK)8+UUuu9 z)@Yas#=DblIoZ&Z@GZMN5-8->ZD#K_qX~;eWztraUcFd)P&Lne(k#lesn6AXve%tk zntyVCy7|s(_Zo8D-f*Z^^g8DsM>lg{%te&R?egy4{mYa)ZuA6HebN^0?94T*ul12| zoL+emx25h=YxyYi=VR^eG;g)0im8Ap;2UXc^VUdjRA8K@?fm1zh*`F4bpLFGaPY*( zSQ)N^f>|grrjJ53h>_um_=hxUfW9d-*^sJVk+=dKfX6e6fjTYH2Qz;vjqPxsSdyRQ z0l^;hm=K-;WT;?_Wno~u;?{+X5NA))iULM_sz8|8(!lmW zA~;f-Npnge(j;oc@6w{$Egh!WD!`&7r6qKf{{FHK5oO{c1!(iDEKh+OLQ05jODPdh zTMG0)?+5HgoQ$1-k3DN(>6x(ayNFzdfimG7jsEABg4O-T%wSzx=f`1nj{p1rz>K zaWm%z458?>SdVTV?Ocotn$p?+`M$bY^+qT9t&PL!ks5L)>vSCp`I6>?LnloZqBd82 zTdg$8eQh+@s-Lx%=Z%eO-mUkhlhvTv7z&c`r4`;JUENr7)JAHz-q0$&cjm;sH!GI? z$?*3EQ#z`foAdT|b}?PPj|lBs_9ijQ8Y+i9Lp-9K@6Qdi{@#(zYSO!^C4)B<*4ge% zN`GDLroQ_}>DDrR1=8bCdEXi6GLy9x%K2yj?04FYsnnhM)#YxuqpPljJMUlBjPy{% zo3fjGEMQM@kT^%&A=|M42DyvQn91+MW3o%jHqV2&AM#FARuGGEW4ViB8BT_m6I+Ql zhN#hH5nv=nGyTXp$C8lBokaM_tliIxuSqC1sI>J+q1$jxW(5D`qB|l=PXI ziP8{l0#UK7|218o4r&h30TwO666`X?K7?DM?j`hxixBk7ND2WBqSl4goi*MCXn>Je z4w5aFv;?1we_@?LOmN(6CVU{6ZP{x+LtTCVnsA_i1FK=RNN*9lU&oFGCJOPi&?z>) z3*|6_8YZmEr>_IqhB;Qx)HB0!IA3tzc65|cSJ|({toifks&2(@zq?$#SS!`*S4sLX z$6gdenej+%l@Bj^KOB91*KfD14mJmaN0(<0o?moFxrLQ`E0(V-$|O#RLC0uMB;4A3 z`~KtgZ^H#*%)C404;E_G8qzun@Z1Kc%7?&UkeO(+U-hVIK|n9%k%mr_nLcc z#b#Jop)epku!U((bo2M#s?|R0J}dRNlK#h9iKQe&n`MgRS1}ftA9^Mb7fIbZ9u*fS zaT+%ncZ`peJBfS+pNnIb4*aUz49-W8+Ib>DAweW>C`k!OJQBnI8=gX$Nd+8ZB%&q} zsfoy$4ljH`v?a5<>DOQ+X^sn5+rEG=;@U`V?`|YqY2CbkvX0~_QB0|*y3>hZnh|7c zTg^3{)n_$qXbn?&+@97dCAaSnO<%lIJQ@ui?j5{VP3nrna&Pl|_w<{KtE=bF4!3I& z@adwdJI?1T#KsMGFc1o;fBx5h{`bGtTmE=}sZV-}&NF!g_>wtyhV=E{XA9M&*8ZmB zvri`U$5(>w>c#FkH3x%sG?tHAsw3_C^7wrJQv0rbJ=wWB1bS+f7MVy_4^sUL-?Gz@qkd`s3lA`goi_`fxLiUcLNobMC|bK>hUBC*_CQMFGWP zC{es;J<~dCM$ek39q4SUN_}bY>C;bd&K;%QFO_B>8xF58syma@o#L&C-@Irr$E}X& zyGF6%B+l%fSAEfYuGRHhU+I=&dPjSbq8&>pV6k8R?U|{(j@W>kOsXG;Dy=i{l~7^= zbw3C0++pskGS# zxBzi^0^1X#6aWmhAYedN3*#dQpRin(3_HRM>^Km$8fUwJShScfVIggF@VxkTjDjGH z-AJ4}3w7+Yw}lkJmm>mwch%>eq#ne#K=( z9#DN|#Bq7GXegY@VA9o)aXomUg3besxjf9;cADzJP$_#ukKV556=gVe{Kr}2D7(T4 zly&p?^67&&gNy0u-p=^+@bGlM(r0XrvSSVy)Dlh5BH?fU=imSS&sVjTNTxuIo5Nd9 zMBH(z@0efgbS9~$(3-KyR8{-W(TW`@?)35Ac4RI!Y7~MrfDg?1&R$N!Hsw`sV@p|teYG4Ym%Ee3!20;pKQEg{d)>mEr|U1# zJ~-0$Y9rkjrhLV_aL*X0Ye~hry5Y1%Hy&OFzs$bJqdg%N1z45LtHkd~)x%7X$m#fW(!O6#B7$wOBz_TN!Y8AWfP3RLEF+uv zw$BmOjH$&srC%vYYyh>5)Pa+ghowpy1=q*{XiUZ%X2>DKg~o&M@-p<75W7sq1rmp5CL{j%OrRcrSi)LR$rUdnB| z{=F?E&wp-%$c)AfaQ+Gtr>J4PG3SG?hm8quIN40UnJKotG>gSxbPDPzm zLOY%M>4WXZ{ZaemU|SpS_qT@Dx%I$inmoz&$wd0XIk?(6hmI`by@%QujJgv zx1HbKt$UAtyK#1tmh8e_@yDM>23pq2S5E+i10~S_UYxO{m;#_d;DhMOabOa!u+0kw z#z!)mn1`iL9QO-HB@RUDs{W^oRT>iz98V;shi9$ZReVj3`F{Rz^ zDei7-kM`s97VUn?c&g=}CP%^8+RKw%s8H^xjm!A6`=dohQ*5m7J$Z1|?`W;=bfCR| z`ug&_V>H>NT&CqIYuYw#zXHgAZ{7{Fp+LRtHRfW@L?j+nAvIY04D<8569p|3&Qe?y zZYHxU^I-J|xf;%+Jzh~1los#|o@u1S759gPVeO@$F5{-`M=-<+G#vg<_#mdNnGJ0={~W@vx=@ASEAj8@IlB^6^i*k6+QA z?AfuV_VTH+HFY0syyuIr(Y8t1%9nOKoz_XUV+h9ceuf9Sd}_@5{O_Os*_=$DoN2{c zIPc3Bpc-QV)6#}L*ZuMU-n#o(R?&XwAZ$!XW++Wk6Fw6*Z~ z%{819H3CFT0`MgBKO?22|J!G6mq_WbQA~lrg>KO}B9NVk2ZSjTssVe&X5k-52LK3w z4j6iv*U8f}_b9{>=897$48nnlgTtILR}qZ!3lb1wDZHIn1STx5d)8(V-zN`29q<}C zfY%u|NRu9}2jk~59Q0mdyXIoHa{(HeMMdAr4VzdW~Cy`4;Do3{3Du>7E%%E!E0 zKd;|09M(6deQjs2Xwf4?@$O%gw4qW;Z)?f3Z(h{ZiMLp>4MYCoeAwMeVyCQ!|59P8}8vL9aQK%{Z7YbUsEr{vcFn z95t$qbY=hLR@BnkOl3>+t~K{kM(GWDyPMJCe!sQk4a7?fYWXT2-Yxy`_y7LyZv4aR z=X>cbZzmEhn@!zg{=2!QTgyq$no)*uh8IjGU-;HteJMC^`P!u$ zXY5hNvt507Us;xWWee)*=RLcT+#YU~L`yg#44WX0n9-NV7t7Cz-Knq zEaF6%D?|g18757FH_)mX>WG8kJ0&SVN`OcSoo=2B?^jhVd>rCI}NL zkf?O1zU7$U1)L*rz{B@93&~_D$rg^wMZ3k1Y!~7-5hh@a3^OBi;t}$+5ylRqsrpPZ zh~QCx0Guu*Z@ zHs*uqBSyb)E3!Z(DdJTM>*k`eTRqQTdSjKmN#{{I1^1#Ql`o~Xy{UdVVYK-s+GywD z8I2Myz4z38%jI6H*fwov$|vt`4kOjeeCqrnQPo*2cA!X`0BQz`E&Kw2EnG!t~0w6Nn5b$S6iEFb{#@iCZY%W^aL4YGUZkxDcFAY;Ox1Y-|0;KMG|s9K7VWU`{Loai&3hHM0-@)8E5+y;V9a?>(VQ=j76MkIV*L027{l9Mu(oe%dZ!=AV`_#Fx0uvA>_EG>#l zlDj$v%&WfTk%TJ!pvWTC>SCkJ)!Z~JSUcq?n>@Ia8!yKMWBYAvinA@G8#pK z8>GFngupB=VoS!eiQ&vL7-FlKya}~1i~`0c=t1}|CYs6rEwUqEsdiy%F=IEw`?ziZ zGRFn8@*1IbF*T!r*I9=L!P^iRtOi0idZx?LljsXa3(10Y!>D7e5+<^O_#QYm@=)mo zWlQ3Jg<1wtIH?<9Mg^;i<_xYN3^UHC;tJLWji%blmrE4T(1BSJ#Hr(H zY#qLQF!d(l>0v3ir^FrkmePtE{i*TxdNE_McowV1jvh1H-#jg;qcrW&sii1c{Xs{1xTyL=F>jWALTyw! z#REnCdckzZwf&}dGOpDE&S{9@cB(X zQn#$x;>nf@jmK!O2 zuiQnz04#tM4e*<6sf6mJtq7jTZb`aVUXRV;+9X1EOT+zHV-k#n1CUb>Ir-{lTm}0N zd0#jQjyf|$hz2nqDd6FcU}p3;SU1t2yjGAY)`$6Wk=Q9~Mk;cokR2B7hU=~bQoHKEoXli+aE>vvxHmp=u0PsN;sMIUrMrS&4x{H7pxOkQ$_R8W3pxOi} zIKq4jvpgWOW&`sOY4;d3N+pogwMi%_q6mSy9z_Xz8)|;Mmp9Zl14%H~V{H(qC2}+% zZz>FCel*$ISb zyf~;0r)j0Y3alNT9*qoKv+%*0ktKLa*&I00!h zE~x{alLQ4DIRJv^#AOPu6e0U(caJIHJZF)=sLyy29ud=(lMt^7rsO>)cw5}@%;U-u zlB43oalPVbiLk-IV$rNJu`Lz=*DL^+qIAxWD+fZu9<2)*2h}b)a%u1yQBPNjh?o#h(8#l z`)IhB4w+U1s&bDZOM9LDjZ8X|yH*RsJWW*J-aL8s;dP-h)q-r~5hJ7$LwdV~_H{EG zNYvWS-ot_`O(Uc9R=3#ix&wZVcFPWXaj;{&WydyYY`z-J1a$SS7sZhp@zckFZ_k+i z_M7ouP0Q1zBJn_bP_<>IyE^47GlIgw{j_D_i@S3xYbDiuZ^LTPEp3i8->^P$-kfh% z#(#d3Z)CD+f0B#@bf(jKAl5$l=~}ygIjEm*olVcGtsRTi=*Y$538ya*PREV$eq!!n zxmWLL!||@RU#mBax9{jJhkCtluky`5_G{0E)ANf*+oep>c55lStY2TSX59Jh3x=ab zGKuig^~aAdw&sef7QQ0ya5JTA>{v))Y`*>3buXyI-3eH$2S5HiWxFNWfjQzyz;d$b za{F0*QWVQpiQ^?pFN_#>lDqktd6*$!ZX3oi6Bl3(Gy@Y-UK)rwAlIOnpsqrUkieeA z@k+_D7s5=CEzrRnFnRFRI5Sp(ycQ-{;(0+Ul0twL;0OG#R2cIx{tTn!5uTG+jY3?! zZ_p+(1%VJ!)5wnqa-{7IM$BAw@?_Yi2f#~C4-@0_VUiqnrWhg_20Uh!iq@U5OIC`s zx(Vp%)`TDa|Edi^Hsn|IF$*Y%qGEipxMPXdVtiyez1o5XV24b75mAuZ2R$dEWvy~F zX%3X*^zL5WImdUq7_<(G2a~AXy{22})T0TT4F-0p7%7&XDY;27V=a99VtRZrow`yF znxR&%wC1o02|OM^UmZ?*69tG*(eh6|d>mI*m!ITb(TiK!#slLMI}jLthj#hlyZ3*5;|*xXKfJiUU)Wm; zouvGMyf5VQhvN==UbQbB44sO1i%!3{53DEeymKMb*DwF}^Yt{S{ra?b*6BBx^U}&% zO`c@IVz*clZ5z_D2)ND^W*H1}&UJleZTTzxMyXJBZ)68=Un+C@zh3#)O#K+G2R+rn z^&elBjW#QyJscHxMu;PP6;>j|=}Zy}_c;sWKnXMSi7n$&u|88&3~XjN;ubM7iZx&$ zXv-`I;ML^SFc*#^ewQ$g4ud$xSz3<0mmYXC@|J_~?E+T?REpO{tAlM}efUD0+bsI? zxTzEuPbuCP7cPFBlLB>!)@Iis_<>)rLTlUrRuRHgxC^31s6MP!5Hl1;P?W$t16Jm& zZ1w+}&W7i62Uv9khmwb(8AxQ0ofMeRJ2!IxykqixH^^&J>#(+o&bEICV z+qGML#ygRwHdX3f)-o{K{ZRB>R0!(jp)$_H=@hE%WS}`YH zT|M94|Ks!NXmFX%WNJnm&D-tz!MlA=|8l3Q987AHX@2f+fAv-3+SB@ERQAW39V);B zf#Ig2YKxPcxBu+sRXd*O?`|rkcL}Qn58?3XgV*0pCu%yH^TehH=h=F)mRh*=^%n+% zFE{dHb_5Ly0m5IX$iSyt`cPyhJO z|9if0_@Y?cY!wpmK=UB};q7<7Qkr&r{$$gU4EaOUvn)n~VXH~USMM-dqn-88MuKsc znc~1&EftOwbGlbdGeo#nIsNIcqx%k%ZWi5$;y|J_QWA3K?c5-8XDC$V*%{%*eZ_$J zul$Fa0tuSrmH07%d$g(rV#oj$1OY-c*~7dMFDqs!Zj(5i4O#9yN-<&_N%Z25#15eu zB$Q_n;JSe(99Mq9G-eBEHaLuQZjIjmZhNn< zGuC72p0!>r<`pehI=7?yy8d``_4JpIC+Wh)anKj{ZrH76*LwWHG})==!&^@u@3%)? zuXdR}$yOdz#-nW3Rw!qXk$J-nZFp&_kCNBVwmuxB1F78ygJzK&yotiufZjT~s85^L zK)Te~+TZQ_?93p${62bl^e$3Clo=arD?#^O@7+!7`{zHM`aR)LOZCrNCl7nA!~0{Z zg)ZHH8Sm{hD;c|P!`{4nf4F}4V(!BaFJJE0UTDLs`+j589&=P&351M|Ks>#_Kh5+8 zj*aC~U-|vk%j=`p|6M5-N=>z%qVPwl6jPBM??3+WpZ_&gu7CdUzGfPhn3oXAt*5%) zJJ^cDW^xa&I%WrzrS^4Oq%pUl^mj&uu3Drf&(|m)zxnGAHP6brsK1dz;VDUONs<*~ z05p*HbuxWLm;xFRu(f);$UAV7xF&Rs#QK;l4e6xd7oP;ekV9Zrk`tA(Sz5x(C;^TD zMx`B2z%5b$$}AgUm*uatx{)vyo9177QAp)9;ZM{E!jb4zRwS!UDxd}Obe_AlrJsH<!>AXFp*8fOgdk=J5a~xo3&@B zo8Mh1ZdZE3NI`Cxoj#geWI*i}lkteHwR5#|)Qx8X_TI-wm2bv>EU4{zB(Ic1)_A;p zagqIQ@L*zJF1!03&zg6d2#+? z*Li)xWQ}N;7Poe@H{4IDG!c#&pC(SD3k^m4_1E8i`^)8b6{Br$5J;d^?x_8y+RepJ zFSYZd*th39_jB2uzC!!lC_SX}u~s_OQkwQj#}{oVO3inVP;NC73EQKENhhC1FQ80& zXTSdVNO3P&d~`{i6|4x=F1j#m3dbgmV+o@OMWAyfvkS{FG0-eeCaPU=TQi@Fqn)v^ zve^pakn)|7JxZ2V=Js%ZF-d9U1dC0^-e?g%CUe9UOilX{UuPLaHdRAJPS|btIs{xWa#y!|4z9Dox4#Co!dA)@(wjGE3sT>CKJP&wZcG zOhO+U{$My+P1QHm{nw*xGIRe_y|CMCRQ8!Hv8GaM9ycfby@P|}j;47+`An=_$)}Y% zbn}@jZVKgW{Z{w=>+a^$D-@C!F^{#p)!fQjY&PpU-P3%!>}9X0H`D^7`#YzV2ytqm z;jUg#x$JXijJXICDXbP}A(lQr@+Mu@c$&f<=Vmlq8&w;2z0qX}Zf{+@d{N7%V-D}A zbk`LuI@4z_9z8kBoL-zgA4HYJDC`Rr)2URcm2T(N&4Kkr;<}jC;{E-TXD@dSw%hT{ zPQ|>QCimt!i;yff-@doB0p4=07Nbd}p48v9u7;cCOsbgmdP-Sm+`b%YS=~wF!u;A7 zOmtsgTDEn1>999pYi{4Z{P^RCZ@V6&35SU@A#nsXCe??M;1mrcLW5Z!BX&grq_b@P z%=X-p?#0Z-YIrsIQM9boW)Y){V-^=jKNv!LNtp_`#L-eA1EdzrA=ZyCurTrw1C#&` zkr20EijDAr#8ey?|1W@4P9Wuwl0c9Plg1shP!Jk`Dohf>q!Cyca0rNV!e-zIo_z+D z0YHSDGg!>EP)NyfanQ0Xc?$r;4qBdx6NF}9)#7GFM(?-8VZZRA*sFXo#C#%(<0B(I z0-V#|ac1t|CYBQdVsb0AQx(t@P#y$}my@Mr>ZNVXvSz;Rw@eG?R};^j^##vCsbIU; zQ0g~9Rc%+2xpF;cYCh{{x9zCIL50zlB*3XWs1aR~iHklU} zQq$=$SibNjPOc_fjaH?V&ZRcBa;ls!bb=K|`c|51d5|B`Mzqps)VtfY>)cpPPoJs> zwM?vAADrwf-Lu_lXK!;qW4Pt1bwbr#Ijz5CR4O&4ol^W;!TEACrli{~1`~%Z?zmQH z1>=oaUcc(gHNyFX(VT60zqVNXP!)5_zRF$Q-8*;fcAa6~QdUs-=~rSa?p!nGHYI%S zm~P!3Td=qi8_tE;{6;>oj(c5O^A?)435q5zzSREm_U#{TdIqMBi>Z)iFu)X$R}%p^ zixrA#HUyIJMyy4sBaCild-z}c6T7seZ@FvI7L5BSdpQl1WCM3$#^}m1-p~DEfF;-r zn=OWlQ9&R>FL8XyuHn@fdidGvk`Ay+VgxI7lMlmo#hNg!5FL9t5l1DjMk+#V4Y8$2 zgYbKzhTtt+rL3*lULosB$TT8OR1V+^x~sDf;B-Zi%Q6tn8R#3SW7rW9*#!wW2{uXY zaV_9*z7Z=<7jz3-#-cOREgEtJF+CWUM`YKa28ni-3_<|q*j@dLXu6XPI(9G9sr5C( zvODlBc*rOTcRn{hXy#I>{ibq1+si$lMsuazN_zaTQ?C_&(rV67Zo4&hhXTn|sL-!8 z=*^Hwo6UNw-n*K9{fj@WrEq6Q`9jgI+YIJsTXD!>&}dUMi&W5{w~|D$XS$ieyXd;~#I6F5vdW`Jv@ zSdNp3Zx=klmAFD?Xe#8?68C{SBvULBGHlVz$Q41lGrvk^J7kE=rmNA;4_g)X!_IK3 zSyn>;k5tA>_SwRKI6j2e6P8`TBCBPViU7PCq9z^&c0vs*R%hyw=X%ThTA+3YY0=eKfp(xUG#weNt}N=gQ3>0s7lJP zykyBVo8!yYSCQRh(9=miJW%_UVq{x!&Mhrki+}!~PZ#JR3R!DoTJGl#h6}d5Zryml z;S1X5my9njD<7`cGrur0C2&h$^f$vsx6`z24Q?!FTJ~j~Z}s-=rTJjer%P~9cc0>p zc6pp1D#5$4{MZ}w1-hl^%U^zY^X|jV&IPOJEa8%fv zbh4o-`ApZsp=N=c#8e#3f{eltW?l?CI@}X)hBy=Z#&|e6G=`)*q&1X@%cBRHfC;V! z93i^|+?UTX8@o*zB~DogG>!`UK+|V^RvBHyLIFBwR_0b!!~#@K&w_k0wa%iq4KwX~`sue1h@MV)Trp0`%!t9OR=zKyb~ zrs}l0^X01L2F2Qnrc|vzIuEOn55s`Z7lBNp%(mVd6iaWFW+#!VCOu|fB4|&y(>{yA z?y4`DS4^pn-yTWVn$>op*x5|!1Gey@GVVn>+l^FjZ?e}aWR$O5ncSwrIO~ociIU&T z)H6%HRMw{>uc6hLUcAtG!`#)v^yS%`cR!rpeETQu!FUp|jjwiWapkev$ag%=z?{99 z8|T`)&ab|<4tE#E_r54lAzaR9^;@lQJkmR8yQ7_s-&-smA85_B)yA>%g{OP#i?1Ku zoJE+)YKnZZQ&XCSiIz$y{GrfhK25LZ;L@LfQ-{H=XRmKAEpzTrDQaG}d0n@3y487a z!J+d+7B?*OzcU!{eUUN)*NR=b`n!z*rK31XhY^G|#jgGNpWeTDd-L&!xM@RL*FiFI zH*rtgFJgHT2edAdv>0(05eq0nKE^B$WtWWP`J!Fr1{Q(q}bg$auuR&Tuej07D}TgXXXi$cfL!Zt-#8YUDQ5 z2@$&S6R$=@DY$?uCi}qhA>tICm--2T#ymvU!Vx6MJLT7omgX<%9sDeNF1 zRq3f9Wp_a-P6qYUUttyl*ri(~%Yt~7nhXvP)TNpNL?s$v;4`Zov_{V$Z|98Q(YEML z_0-ss?w;wExs;?cp*?y}i-Tm645eP3u=`PTML zIFw;1rKO|<5&{tv6hsg~5Cm@oFTC)=3&9&f*dQWo_C{nQA|i^2h>D18L}Vk1ifk1B zkeCFMU_#8lwrQJb(@Z8!r|q;ebIzIfJMa5_@AsYWS@xYWGpR|`WUu}Fp7pF}t#$t5 zmjkZ$=EcqDZ=b&X`gwn8@O<6&=0k-|&SYaysOQ^zT4y%UPIY~oSON?YV!N0MB{Ox# zRocF779xDB;8|tr31_rm35+^<+gc%~iQM1sJ02KgPV9=(n5^oY7-`z4uC*0iwbAIN z3sxbVTeB~f$BjJdEMWQM@5y<^SW!b z3r?kxms`uBZqXU?c)O?FyZf7~_xGPqeHN1k=lJ*4)MSkUvZ5yDz_<)IS|ZQ|37Sml zHB?=E2LF)vg*w|&I|jO;PjT@u+7WOa>1+qxfT#c*qdNh3Nr*{JoG7_67K;b4j3*#) z!{$d4HR#Jgn-`%AVt|j4NG*zDPOwONOT=eEo*nppj}65wL=Y4>yP0S##3?)jjti1_ zsqnYByP)17winJa@KZo85ZFV*ZVY&bl!Zb-!23mZN#udZEB>>PIEV$I+~;Pnatcp@ z5;PvbJ4XKxh!HI8G&BUDOyV@&7*+OAXtvlfSIh5Y9R`Cok+rF`Ys%$G-^+&lQo6V| z39Ti@{T+GI$^>%(J{hwroT+I_<;R03(WjM>!1&!K)~Guy zIy+zA<`bG$S}ZJuf48*6!sPc;PLwLCr1fBP3Zr_r=2AzhaV{HtsA8H;%X%!fdim|m zAf8!XUJ9HxJ${SXC(Bdsq3(gvKXRoaQc~-WTeZd&f7lY}#2xPC9}H_KG3eAfwNV>e z*4FlH=3_Pcuh0KHZ*~jGQE0rk#>6iZj#$YbvM7UP2LlDz8L<`w;rIKuw{L&G`{UT6 zL@{aMqNQw!Xer_C@&9 zEOg|8U>7#054s&Jy|h3Qj0FsU1YbNi;1FmCvo1})fgTM|#_Qr^nA7m8Kwy}I@U`&Y zP%4KP0WpC~j1U+`2*FI`;lssx*Y zUX{?f1CeaG6+6LBs@Xvz^Zdol@wpI;^La@u#{z0v2)dDL?|=BUdOE2dPEC5ZM*3qM z+3IG}@6WCQ^PQk0+(dUyDmQd$#*a-;rSj6jtAsZe6P&KBWch8i-L_v#)>5e?;ocPF z8K39nESxZYQB}qTiVk-YSW3xv?ti+wc+>Pe7+m|;Y&HyE8t&%hLi%Q_pO?~|sLAe8 zYc)#XjlcZ-4g}+&Lc=i%rADm~QnA^qQ&(zc4*wVX)pj}!^5I-D;K+ot>&|*Hl2&WX zVV~4)xIBJmp;dnK>Fv$U+v_i1C#t77MEz*8rNRQvW$Yg}kxoQq0zeWV4XHGVTqrm= zxP?MW%mJ5|GO+)d5)KlHSRnXZOx3}>NYH1>@)n94s3M9Um@kdacu2VmVdBXIBaGT z0c3-SAglA>2DSUNB#a==DT#!T?6H@p@$ewO{NVp^KPZ~zkf!yjlg>6YxBqU`KWlUG zXhPhBX@&6xK#}08sPQ+NQU&#;m_M3iGQ)0nuVacQV%vOD;I)?8e0F>0*J_cLFwzh&%61@EE)59Q1Y*Ixos2gOgVuZhn2c9BkTG zZAJs1JK3ve3wu-PamaDr%BTE!m0=b1G+V15++6McSpPxeOBB{LiVaU<^6H|;i3J?k z*7#G6)#M0x9hw;DHT=Woe|$`8{&@{h%( zz~PJR1CaRL)rS!Cx?yfa1fWh!dIG?9fmeR2y&?r$5CT#Z=;WteXE0VR$S{08fF^)1 zxeDlEY*vBg5};}I!~5dGoFc~d zPb{b|#qQ!kOo_75Dj~2=^uObKQPjX32olj~o*fE#klFy^lpKOYQ-OheLm&fq7mNFq zmi3WW_xmVSn#h3U6YpWc>CqTO6Q z%Gu+rWJq~9wx!el@vlPdOITR8tgXrWqkI7qI#C{Ug^KBRpwcUr@-+__LZvTtb~*x9 zI|l5@?CP>H`>OTrzvo(=QRhlYNr%p1)F(1(M`dz$eZ3dfm_sgqtrZHytd`1lijCJQ znaJL&$t0D(&z#KyoUK@CRMTOU)QD51U;WWvI&1ut==jRBKR?LRmp`3U&tOSz_)Z70xby_fb}_5PF?qC)C|n__hKt6#yaMyulrDlGpxD9l;5JT zdejdduIjjiN~v7lSSnWq1;*&9R;>~HGm{qcgiTJpS+9AfWo(FKjasvg71_-+_IA0W z(z~1M+uPfl>-*o{ww_?^F>)SU3OWUGiE&&aE)irPg$vamdD3_B0JsDL6@x+r^6iDb zK$HMz4Q5M`jX;LN0H~#h79X-eF%pk}t6&N+2?35hP`}X2XaQdU%_M^hzMghUqtt+x zB3l<(7@!TnTM@wfz;_~)k%EEA0>IH~N!cPgfIvtWr@s|8M}!bf2th_jRM$i-nyisV z?9Ko+M=%l(2U-(hz&}oX0MZz}G*Uzi;iZ}h4M)KrYGa3{07kwj3)AM<0Q~Y;?}R{K zFkmvsk==oz@jNJ6xE!@+v>IWv{w3Rsl)EZN9hzvQrsO`p4q~Y|Cef~Ia|iN3hLK3G zH!U-%2w!aUi}jFfi?eZlt1{{jB05z_-X2#>7bcY$|MdIZQ!ty&?#StGG#|5~YoI7j z_MgA_>8%aT7x{X#JdiLxxL{$Lg?v3WfAeOq+utf~{VE1MAt7JyR+1|g{4&hG3)y$m z7+th9p3Cj)>CyG`-+n)gO4lzYv)PI0!iv~&efU}L6F8kE*Qr2RD>lT0Xsd<{f11tZ zN_T!(7YpTrvwQhVyO8mAsumv;N;6Et>1}p*!zE47Urwb^#ycH*YnS^c!F99qve_x5 zzueyH^UGM*S+%Sf4C)QTik@!?OaPns9UYY0-M4 z%IftSY_Nvwe|84Z@W8Bu6M_)@nphzX=>xP72Pqe@5b znr>7;IAWGmGJ10WZZMF=DFBv_Y6|8NBIWS{nCUzqs)R4ZH-N2ECW>xhN%l)g58Bx$ zrBH8R_eKmQNluq^@y6^fi5tumXwF(<99B4$OWj~A)@b;62u;7o1=$=s5xb4K)0L@Q z560V9uj|Nurd!i=autMI*La=vg`3Ye6G^GIIiFws_2Q{HXb)5hlcqSbpU`J-18VjiqJDopF@KXBb3AYmbGC-F?Z|j0RWT&+ahV9E%loA~W;UZ2*psoYS3$7)pNjR&maDGEYKz@P@2xF8y{_n#(F{czU zgnfZnH$_(+5wPg0MP#GZ9g#%Xxk%7R_aZ-oRbe-|A~Z9S9zi(RxuVsoMaLu=y@`!r zH5Gye;=}^#sY-_DK$KAj28Jyni!wPZ3m!@$8P&x|D*%1Q4Z@PTK^%kX2PlPr(*mD~ z+X6B1Ft{}+0hCyjEl?iO<30ehbIP>8Cbp@?L7Dm zAcdpy1xB6`VPDr$(uP$fm+SVMtxu`)jX2ird~IjpZx1I+IZQRhoM22? zzm(ehos=9A-h8{8&t9}QZ*OLzT$~+UrEw3J#oX+IeG=g|Gzl?wc@xx0)k#sq)CzHr zxV8NE>`*I4as|m*zilyD5rdc#>0mhOD}}}V%&K}rY4OFv;r7&8?>x*06F)&Yra445l`e%d0Esk1rfFx|3Iz{~hBH}rR)C4~j&1KueBA558FR8VkB5j952ih3T5MCerm;h_Y9n0xJ0CJvKI z(Nis4?s)$DT#<_wyJ){{iZzdz^FBD4J}t%`Nx*AjV?(J;Y`GSzF)Th4%9U(? zUh^{3n>SmB$MdVXz1_t;(2&`xvsq2f+RrcJ!+d^xoU3eh&fc^!qAMzt>ayORI;muX z;h@Jc+b>@ni`#ptx4!GsQl7<(vq&b(TXZg%*S7k(8#%Rm+!Ui%UwZPlpPE1a(T6+n1-kcB7na9A|3T=3Z{x?4=WxVlK#}B(axWQiM&S*z_l*OsrU+J{J`x z2yGf>#k-Y%Xw}$!UQd`6OZJ`S)6?m`D&2AP(1@MHwSI*u}2~-5Z3z-+yRiq*PUd-r}s?b?TK=XUnmq+T{Q9kLgmLZ&XA+ z<8*|=QqkbZuBceugJY}4%BXWbYa$XX$kS3D!y5ddP|jH#&Y!zA<;lhD;&P6ik1Y(C z$?xP!ex1%@a#XKB-~8e(`r+D%buTw>%ns7G z$MLcuk!Dn%ddrsS_J@YAvb8uddk~aWUJoVHs zrk5GaSjiQl7L_Mr(YkUG_G!bi_C6j;ln+?0RfzNL8e@l;w>7@{@cQMMS_w45ipBFo^(Kv{05HgEmbxK*H?5;%uhwp`xzBzQV`4nkxNZiwFg^TY zn-yI1ceQ9L%Hk;Wm+KvG{gAzUQycZ0qU-3Un&mk^pNQ~ z_m{7Jn`h2`8wZh}bZ-tPl$gTIFb>ILhnXmT1DHiH1t$%ocu&tXmgr#C=0~UtBx?=Xq4VZcE3O z4WngEyxRZIyII~lnD-}JA*I2HJ=hwfL9bc~?hg4=TSAhzr|HOkabt9Qd6_rpq;>ts zH8~9Sy07cD)lj7=SfDNE6BnOvf4RPU`}XSg%im=wYxKKGu7{%rE*zi~t`R68HToi! z5Ek&ApaMZ3G5C*zg8{{d$zNc?*lXek_9CPh8(M6LAtG_1Gaf@cgZ^O9k1`moTfuk* z*mwbXU>8uaJRS;|WVm8QLyLi=-G#sl0tp}mYakmtKEQztqX2wAECEWnyO5jw06Jw#&l8uNe5}+Mmv_y|l>|kK##ZQ6QCAbD0mA*ZTEb-ppm##AurhRqNPFC8QDu%tlZeZ0-H@`k;Go zdvyG!x@uwN0Q=ExpKkDe`{+Jo^-APLyajVvhn*jv*W)v=3kzt+qKD?w#KA$^+o|l z;GuXq-Tj!`(%PTCnYwkAS)0|ll7~_|#oLBU-dfD%FXgaGo=^HZ^C4y_RXfv*Nzh=I zXECiwsK;_XL8&#WY(qH`OjNeY!dBy#(;7RM{UgS1wmw^zuqQqdWrCaKUR<$i&^dHQ zrCG0BQ|kN~CZ*mwpHC-o$H8=Kmt4YbM?S(sFT%rSsQt8I z7_Um*nkcft1&J>pmWv3X+Xt!ujsy=@4x`3}ct)5}WV#TLct$9-z-?^z1^Up~! zfo4L?0ys^?0WB0ruIOPhblUOEC@xSL4<`q>Fg_ycOKcep97sBO6OsdLXjteFcmmu+ zc$mr}#4f;GFjf&#Vzr>N?wsxUT>m~;#i5e3IdWcG4Ca5voA6up4u_yZr9WW7z6>o} zuzN&S5?|>nwR~0NB0|1V=?u3AgVvj)-plQuj^?-1W=B#u_vdHQhT3IGjGTuz&!zQP zzA!szwhwkhQOD*xa=d2>!-nMLCv{tWo^4+8>09d)zfP#uA}rQj3OUg&e zFTHKDVnxfCS9Hcw+GUkSi8&`vEF1bY^+qj%O($Y~lt?7C!uFD0>s)ns zIK^;>@P9B8SrDHtTKO{CfNI?fdK7cfb9s`6K2vQ;`fvf|3E^h#Xko zYrEv$cB8<7G#`!?lzP#xLz)sj04>)G9SlpUfxdpX4_w&gFhI^?@_d*NB9I`sA>l(7 zjwnUo;IsuGBA-XdA-WOP9uJ?6`4lFj*Rbe=T$Ftm#odKQVP`2F0?fj%29)#o5cjYL z8U1<`#*k3r?V>yk=MCC93=1O>?h%4rfHnv;91s{IY=yRq*j)${AjwwhM#4G!J=~!h z6J15{;!Z$e0wIY{A~>xy@CkjztRA_5XR#s+Dl|k2DhJ}8fr)Lw7w}tiIcu?0Pn43% z-v9eecd%ygCDZJNO&_UBj7MLKHP~$L;3JGJ28-BfrU374$HxT&o6|wP zGwij7hg13H`TXK)cYj;l|gb;eGtQf)4;&NST1U*NuFC9roAsY(Bg%}%hSGq2A zt6&CLpd5bWP#X*mXDNg2+{wnl&{2A=h#TZdFuGd5I)CuuTbz;mWd&3(ohg1_9hmpp zZ<|jZYcw17qG3t#RISvmCStQ^;b<+&c{~`0vW6LKDy3DYR%neHmDa6O>J)0V%OgfQ zR>620X3f3ZPdD#SmU#E^w;O{7V1)tV08Xf-NZsL)h3^RXL@WVh4>ekVB7?9+eE?LK zv$H^FNS!!i8KgD=OI3YkONMlu7HCYD203nxBF|!SQVV$jNsGN0{<5@@iaJSTN44S?1Y<~3O>S%vwa^CG^ zWob4q=`@(onuV^ox>k~tnV?wfT-Y$pQ?^jYfa~Si~-8RA5I7-&;HaEu+r`q#S z8EI-+kMD=QPCsu{SR%5Z+dOJG9GR9YfB*I6&HZ-a`j>9KW^nr%_iQg4jCffg66`^1 z_VUO7yhw=EVlc-J8l9Z9u{kaBg}g5k=Ix14)D^+_KD;XnFY?KLCztjzMy+i-RqlqN z`9@vIlsngWBeqg*d$hl@w(A(yD`k;e*Ewy059cqROb#};Oi$LIt~v8LJp@vXY1I*m zJk0yWls8(VArg8|(&%}yrnRi<*Np3Py+Uoprf9N3F$1zkxfkXDN;%ElA% z5D!vlhd2c}3XTFG6b@QQ17r;*cP{`D3IViTiYv6Hqq32Rp<)ky40Xc~MFGh7ok;?f z5x~?X1b+;LE)dmi#8aVcjU~qP0ZT!U=MMufUrzGaA2v z^gTp6I`$UI8W=Lh*C4YaXC-cg@6s;t7ZFM?hx8L~5*!*q54;3pM=EQ8#zM&+)mJDr zB`vtw&{p!9coZxB`tFL9XjVjLz{{JSdPEZq^yzmdG6&XSgjBBM0zycR)hsH0w=)?v zt08X|YuaEfvj-+8uK5=!nRe|RhG86zXtdA#N8+zJz1o(p*xk*tUa9fsilv?V4~Mr` z`SVXN3O%%ZnT63|TWtFDnUS+C4cykX%XvD=2$@(k_8gt`Bj@1L>Z3s^6o7>;$i_m# z6GzTxDf+^Nh}78GN`wcL14y9@Q z@lsVdO>U=uTwgJkOh4_5iD#=uH4ZRKJ5ps`0tQg|E%tSo7yau;XIzM=w@Ffw?ZKU*H~y zW3-y%SxIBSj{#`M(_m^piGF@cI*HW+!0}E%B6RSeJvwA2b} z^{;tvR2Sg4t6s_L;FOLiqqFx1-zQ}5B(Y?yXqQnQ7ZJFHl)Z+D+hrnS47m>UPUPKavk&|~=Ha_0KQCS#lr zx-Va3a={hCim!I9fvOTifR&!s6w(9P9+T_cur&>I_pT6a^ z3boFroS*qaf>;iRBl+EkO8rdHXZ+UHXB$tK)|7fJ3!ik1DfxIuNe)}GIbT@5y1##S z_x|f2mjj!XgQMDm+#V5t%ZgSktUCi{qId)?6ER921){m&w-|l5P;Q~;x?M^zO_$uM zB+_01(Lg2wB=%l3IwE8c4&P&!#?c^Q0)0d^iyY?U!o?|!?i+HUnF9D>?C1zUh*IQX z?i4(Q(Eh3V2J9pwF=Sp6?=Zw1s1DfHfkPm80F|gz(2Jqqj7pvt85qSq%6AYE79BVQ z{U{NWUlLt9bfys1MNETZ(DOs+ql}9%mEv^~x4=|{ZvgjgzyfNFA|zg8p#(y2pnMHv z8yOO*AQrp3zNvM()m&sFYu0N!ONxZ#jc8W&7k|Bvi#ZPy$)F-$j$$D^6l<$H>@(*? zaX2$c#j0j{B6!l1$vU%VgfUfx$Ezm|)(&pZ8D&{eek;Jc{X9)@n__EI2+R^-$D?ag*2*+1ec z>6R_uDq|0s9i2du(ID+tD~HeL#a8rDF{3P$=a-k)XQdG5wWpJrt1siicyn@^FSjSp zuXgjP$(O5o+O%O>{m))#I^Vu(q-&*EXD04#%3=PIVPnnvt?f6YH$y5F6Ej7$k5|@F zjbE`XEiH-ORfWar&dG5Vk9p|D9-H9cuVbgb{(ArO_1%|G43C0C0PQ^F0mLOoHUfk~ zl$xL|fE++j0N!F-4W(uHzZrkU!=MB=g;{XK3catd?HxU+%n~?e$ z>5Nz~1PWdJ!5vFf7k)?}G)1c2jvIrTGqEg|3L1+C5xme}=mxI$m_jnvOjV|pRP`t- z9-dWGc4_(QAC1{eth5BIe=tQ1{(aD}pw(Ki8#C>+JYr=@>)4TV4py9^8S=JRI=Xy* z`FhlP{@Zf(lUXW=pYMXJ2uioZqHrWmD)CI?xp-BL&hpOiq$T!a_01jTXfk%DeQtw3 z`n()HzZuBK-qY%vE6)$RJMwYYE963Gl8GR%N=#p#@cX5zWB2pT;PPeb@VEU;4R!wM z%;KqRAQiCg_Om5<0QZB~nYaDpv)QoIPBXJFw{kS+tM*D!1EVZXxa&wy`~6q1VwqViTQg-M(^|b(&&7Q?&yspYsVeQe_M1i7V0P$M z`AR7hj>O^*42sogbJhMVl2kr3812CvzrGQF*>(u6%hW&qJF)x&)_iBGJ~Rd=O!-!n ziMgWzcjCqUuOB}Da{Fn@J1j7;&^ZdaOGhj&@M7{VP!bM7GCLw}9Smv%)VSkA_!w=L zKp-PaxjfEtV2{_#>Oe;5I0hEtas$*b*oX?U0RvDCr!;{i0tX+$=1K(w1R1;#_zpy= zKT(Wnbs8t=2ELH8A$WE1#Z<|_q3rPM$lH#g=JY;67#5+s(2uEGjhfZq<{={@3Bw+= zX5gi15(B*uvNIoK1KeA`QXBhH;F&VWGhv*BV(grSQ34RD+}; zU}U$0fqY=q(6?Jc{rGrNtXJ*HPND7>xM@rN^;XVIXK*5l)%(xcpa0t3Y^FQ^(yw}S z7_Z}ub_Vfq@A!B=IK63vx6`7pc+(Oq-AQeF(&l2UTbUemw-e%ROPu9LC$0A}K1x3hXP!NN`hz|Vslm+} zHcV@brzf%klnp*Szy0>t7v|A3D_<-NT8%cq+VXNp!FX9)G*@e0{r=Y<|M>H^8)ZFq z4N4q{QnCWj<-;Wd)di?Q)nZV8u+x4G6h%=$GNH49tzv{g&dDQC5W27gz^9IIKu?tq zqZVk04zhNTU0@s~PZYWfjS5H!qJWA5fg6$|&{vq#al*R-nQYKtK#2?fFMv2S+V72Q zxbBqsyS!%Xib8%w6$Q-U0i#6`gdEf#U9?8EYnxU5sIeS_USKI}GDHXkReO zepE$VWNCP&#&6C0R9X z<3U&)i@E)~%i7`fi*JLxScCkW`Wp&;_ zZuUg!t+M*HhwEE!tI1Yv*jaz-d0-Cu#eP9fKGwyuY11>!nhDz}wd<}xz>RS^@${Ns zj$6C|%d$q}@dxY=t!oz6GJ#>qi!_UM3+~eJ{ilEY{*P~$BPmyi`0YBA38ybs;sSye zZ81=J5i}$QL3`(|RxGh)bm+X!p(hZ7o@^*C;b6wXRm^J!fDz*$`e}zl0BR{NFv1zh z7A?;K{*u`n5RJJ?-$hwMFnAD+*y6YWQ6kjEa(J5Ni`RC$>&M1qP7e#} zTCzCgr&&u=(1b9UIVv>;V_d4H1Q;_s&Q`;w!!N-lu$EvkzkS>+vc-yKT|lWm85>@G zzVGY?<>R?ccl7(=@$K7sZfD244k6G2T9z$2E4^;#K;HcPZ8Om*%f}}|xfCzuCIMeO z$?Gu=-RK!gg{xcJ+je6!)F#l-j*)*U%g>c`+MiR zfFH+>$19d|Rp~))_wv{|HU4voWv~FD2IJhIp z9Sr!bY!E^L>rU2&_h0}1&#yOwo-C!pE~5rUZ3Gzbl0m0Dz!8mM)P06R6pXgUSTqw$ zg;GF22sTtOpd}N2HL^gAqa`c^3m~qG3CB3xk;|Z)7J33WBMw&16(c_m9iDfmBQ_Z}@d??~8F)EV+uWf4hApi~C!($xC@h+UXDbB3G<$?G{qr zhx*L8_AnG$df*5Q>!I~Ei%kQ@QFJk#*?2_~yz=&Wy5v;awNIaM4b#$wp3}wr5q|`o zr&4k6_kVtSd3m{`ikj|r@2mHJd$5|EmU+&is(TVJY>&qi>F!a#r)Hkckj z1OX%q9TyL{4Cs=?H!d_Q>Lx&wHxcLsfdFr$XGJc*cvfPSXgVj)7#>6n!*^!&1u9iu zX|TW)i)si609KY!4;;<+N14G-^fox^Z8@zCYn)ORdm_iH+gF$)mtE!!e8p7RG@)c(&Fc(e#1-J+ zDz-+l?rbr(H)u6Xei1XH`GPwz{c9w5p3mFO>A}8KJ-zvIeYag2BsM%~TVEIR+n2lY zd~`FF``^C(>$i{c)5n-NCzj+|b$?6TTzja2!fvt{PvqR;iBO*lV@ci@%4xpP2$W~X z#hqC~Yr@pmyfiBHy@kTBH&S<2VFs7`y}@R#S28uzr-5=YSkB7Yhf>+74;Zw!5vkg( zANAuAsXr0j-qcn}aVqOidUeH4sF=-6Vd_b6DeORrd4p^er_(UEdGq1@NIH^>?nkpv z@A`i{I_aC6y^C79R`}`L=dXW$v`%zRlXr8d-)B~XUY*0sN%Q&i)B>a9szvZ0Lst!DWm=PGCjAHMCbi8}-njKERpi3lWQyeW7TDvlr26q51;i3hb78 zYG`zVg$lPQ<`RU0dM<*Sra{qINSc0&001ny{Kh~y9dW8`dguw%K(ScvW+4uO^@Ip= zoV=g}Sg}Ld7K~n~P=I|{;o5;ng=PtWA3jgJfAOrqU?>*2Mc_EVi2(;1O+}-mix@a! znL0J7*cU)0gqEVwO@|wfBwozTMvWQA0*V;8%V6EWVjpN_ShR|=H>d*UJ%O{sBX4y} ze_aYHlU3r{K36gCbnTBeRs|_&bMke45)J}qQD3Ts0*uFJ*1D3eqTs}sqRp*I*;R-c zEo>$MYwXw7Se(7hq}!N$aCUS3@yqXbg?6+QR$4F(*?w{V?*2qRI;}`IzukWQC9?Fe zB3%kTdvI&BJ36kdS~!DC%Nim_<<6<2+#A#z$JY{HcLn_&xp?KD{(8qfMP_Nw9ZshO zv`uV}_e$QA%Z9yuwjII%-LCX6%%H~X(ig3)Sd2z|#TU2vjMxt!#}nOHnbRGRtCg)R6`-@V;BvE10f*jEWzl)kci?wcADZrWN8Q-1O!rhutJPaz!-5o zO#uPb{mynN>q0e)d@o?bKu()SKtgF&IJ97%pt%rf&9E;b?!kM}&5rm)$&4+{i9cBxK6jX_4Z z<#AUcJ;U8dQz*!Efo3L16SQ9iUyZ*)e?#bEI0?gGo)zMnVq5wv9F`rbNo3Y=$6EGm zRIgmGH$5I9k_ZG`#Zp7bj5cecS;sq8e4$|6_5P1jhTomnI9Xa+^;ep!tg%s#*GuD>$6!PS z-DtK|X6)$;S?X1f?q12+a$0(QCbiDu)z3H5BW#&q9Ql(0@0WX%7xCQ5wcy^U>|h>_ zv#YEBcK7GU9X9g$t`n(dYZmFn%VD^fESw+qHaFX&k}0*-kZnc{XS1`aCz+H-R67&$ zpfB}SHIm?qLcUn*|_uK~tDUJ4u>^9W!_6Nq_a{EPWZAQAW^!K>ha zYZ$HQ;q95{!4A$aKId^#P~BVh+rjX=&c-ZvC<^Tewu==-v6w z$xEsE;r2$r;6!9G!$}2WN@|_iWgl}~-QMa6x_y_zU9ln#+R4^s$H#7B1KZzhubSzy zZ@w#yK|W4J2iquP#j7rD(kz+wg(VpK4eY30PIQ*Xb9*ouNitlz6c_xa!p{d=mgLvD z!7eE6_jPVx#$worJpXcg_i-0RYlFkqxHx}#IIODIbkCHDUmsbm5wBxq{cqNM$sgqv zt4}a++hOJGI+aeTwyU2!d*-VK9%?sG`g8Nf;D+%jazm}rWHGDFY9o{{yB6-SWlY!i zaD^TG@`0$dqY~K?vJTQf5w(asge($mWc6g6!ugNT1@k0G1pCEGP=pa=s|BqEGhA>= zO7$>ojGzo(OoZXPC4q76om3=7o#qdmUu4&jb&nl?`!+8BU03=oJ>chXu~qPkZ}l-B z3HRbIYqa-3ZMWsJHQDia>1_6+dW9?atcpy+5aNA?V!W6gY^6epA%09}Bj)D?42|w4 z-@Yw1Yq^8@<*V!Y^{i>R-Rszm1}x0Bn6mrZ_wP3Iolm{1=V#m8VL)Z?9Hm)jH&PvK zZMU#@-sG_A<%zF2>-J`6UctL7)}%KV`@^$}eemwZX=}r1beOZ}Gha;Z4vwR4cYyV{ z`JHk4Y3;uLK%);9JJ~6_BuLqGY)SXO8nq&OIt+}boq0OoVLGx9DrVAp_qyYH&CEu_ znv|T)Z0-ajm^GHFM7?H{k(Kv%9{d0g&JQJZ;XnRv`I{D$ z%;d~yS*3d2Vm7Sfgw_}|Y8@6wVJ?x$y6#xD#C#695yBi=#2EUqP($L-6ORfQ26&Os zg%|`4#Y|C`iAMH!D~SWL5U7G1|FyW zdpwoRjmeInh z6JOc=hVdyLSgg zU%50L1QbTtmr>-Dq)d$E=o9t9m{b@vvbpNJD1U$gFpZ0j)paXK_1X`p(JWR`wxghK}Wx=|dGp zRoBz{;MqYw9lh!cvRpe-3PwkJ)JRK*tYYux`k(U2TaMF}YNsVzU|4*nZ;FX%%LrX_ZC;Xn@N` z95&!fI)!oFzy!SE+z{e94qF_Kq+@{+p!N!zAJudbyO^ts@Wipb;Hb1f7xhqp6NYIo z#^Rb-B;z>laiRkoAzvX3D0HzN6W@-grW6o}3EZU;9w8}_UNA?PaE&R0hqnTaC2&|m z#RK8+h#%wiadtB=j65(eX$>*eW8`hH>6xHhItn^ZwXbZVp?Y z+iuA*I`KrlTn&pInQ=7-8LNK9`9R+3clJxEV$|#IyeLJ6cD*K2S2%1diU+eDj~)_U zmDjfJ^F}?(!9@?bzdm?5k!lt{<2bHxQgtu0xz&jdX0OWjaCMx`yX;T=+dMA|>85>q zhT2)FI;swOnu5!rcbGAgwR`rj|J~c3xy-tdwA*vr1?%zafnE7btzLc_ zZ1rwdmzU8Dwhp|+9!-^2qfr6A)tU{H5`$coD#eCEr&H*BWh>{BMV$fTV~|lH*nnfi z3~2V3iJU4Zb>YAGL(~BO0Dp<-qBT7VQzC*DE}D3F6jaQ> zY#@~__yOKGn2-(P7#NBV!=zzirtRiX)x4-b!~B72+SgLJ7&9saF{W~9{mB ztyNN3L(W@6oeg!xrZA2@#(c?OfN#znP4iNve{4>MRwE^$<*C~uSJ20-y?wU92^)AS*CsykZa*u5J?UAY2GGjbITZ)7&>bIl8 zZjG4^dOlO`c+5-L4Rx^YPZ$)oAA+BKt1ffc#*99`t9V?TFUav;-jQq!_pe$(!+M}z zlQ*Z5x6|EXw)cOJ$0O~k6mS>B;XEbXjE9)eaJ%9S+q^u-#Y`K9Tt}{z%pu)3wZk1_ z4Vd#NPGUBf-@EDU-`*(0!kY6km65H%VcBR;ajT|Br==$PzJkVV`(@AQU(t!-r-4Ai zfw!I8Dsh3`&0sRlp+!2DDrtI+_|lq2qgh|mYK)j}uCPLeux)rT7+t%(w!WrNE7lRk zYa5u?PLR84TR9Pd;rd$!BK!}cv%Iw5eav&~&Iqn0BM?gH@8ju&$N-&Hc zKL$(~L^g0YVkkKQE~T9yuMj23n(H+$#zLFX$xj0-7fuWlEy#eX0gEz1moiPFx)inW zg5q|oe@FzxJYx~&oF}UXU*X2qQ3wrRvq&MqggfykzERG^Ha!Mg3W^&BMzUEZQ;=tc zDkl{VrxRtfl;d+QYbIuiq})DU?zNs6SMn{l(Rn!?O{Y%x4 ze!d?<<@5$P-W~L_nbzJ+)z+-pOZCRCxbE$w>+$0JXFJ?$yEBY>l4tX5_wM{B$$Rw8 zml*0yQFkpHvhgu2=kc)FjWc7=%~>4bX;4U_WbTMmip_TiPaKYQTYBA;Pl}_E3bAd{ z7!TWWAe`h=lj#gAQP{%^HePn6)1umx_pVx^wNyMN%57eyw%Jv#b@dwX^^wb?UA3ug zdWBV^!X_5&ie+O>?S6`-18RdtyP65#A}1@l3M~?0e3I>34U5hPJ}!CP9fPcj1y+T=SUUBtx!Z?o~H61Ho9qe z!j!%0bT6>})F)+4MzhaTHs@l};bF-UZND81#FnWeq=EwD8~6Fv?ELn2_|UeI+VVPr zw}-v?$qP~cP=%Y^jH67`k>~Gz3Y9j;{zS-InKk`Eo0kc>Lk!0{r3-nh-QLQ(+ebTr zII0-Fo~YzR5v{+jRCX|P4SujWY9GJ7_$f@*>kz|7dB1gZ_DnqP!7`3&dr zu{Eg_(y1}h+-O-zm7{h0s>b47*TJcgirP6R_H8zbrjgK{j&#Eo7j9&=xrAHk;M*Zl z&Xvzsw>qW=gQ_7M3Ov!Q#Zr2OS?AQ~bvm@GsgzIs0Vgjn3GKhR{XUCH9ewc$w)2kcL)gZ>d(+va%9oUFH5?v7?G`)m)D&hyk8Bzy)=x%SO!0NR~ z8Btj#;f!iubl@*IEwGxz4g@W-DQxY*Jpk$qodKhQ=$RpS5FnG~05x3tgUF>EQcolD zkZJ*ykwTIw0!Ke?2r3Z5Uj&WL;R4mbXo!(-hPz;Bo*+M*m<=3sp5Bx!&psHrLeXz(^r{+zW5DL*j0*mgOif_E z-r9^x9FlQg%;U|;DV@-*idzv(li*5XwVd|H^YMTQlR}b}lp|5{w||IaaYJ&Q%;N`3 zPaY~ZLJ!TRX0cyC)NAIK6U>I%ipRK^+ms!P^J%>1SbFeeW8;Shx@0m&`zCjw9SEqD~!aarIg;cA|fOV_y0@1`;#&XX}bU2Ch_< z-)Ye4wAu~RiowTK_G=qFdd~6*WLM1iLjIK8e(8FoT2(s46lWBgH7zoETIxr!ilf?s z%*W`&v^taq^pKbUp0L^=2eUvapf<9F+<*XvssI9kzY<@-`H0f5vQxQ+_?80p8U_xTbO{HP@%}DP;;KIO&#XQvbMiiQu0=aJi z%cLpbE~(S0E+d!mjm?I8ubmJ|S*t&nvzhg) zp-zFOnY$Ztmp0JoXV`vhgNxat8LcZ2tw^sblEDvpxxL#@G$b||=Y5hP*2v{wJ50P+ zmYq(%*tRfU-r0U$g^eAJZj>L;KgcKaep4zKF(r%^Cx`i`?sfjv=Ai$oI~*Q#f@X)oOdSLU8})_ zK{hE_az%Z;dy8>rTF{wS)$0leX7wp_!I)tKBm7rQ4&D)vjtUVJ&$5CL2`9?!kfN|u zZ7e@{{OsXV^l-3DdDCk(Qyti+C(kxb-XPSaHM<5%b8r>$3nc1CX^;_nfS}eAF{Y3N z)^~DW>7G69h+29C$ zu?2-C4;sZa{!ZJ4vDXd47^;OXjOT@%M-&{BQ*aJI--e7$wO|ep0rDACqA`$++V8L! z(bCBpf?}8pmqJ-N?N4`#k*7uvt65wALEKKolhVnoZ3}vAN7Gjxj302T1AW0}QSycA zcry088+%f7r4Sv)WEW^LSNQ8Q=~M(dQ# zhLi)B0B&O~<4?qe6)AXfB6m95mD*s|tQ%V|B*!=!$fU82K@x+iSTEP8ZTqt>>)PyX z@AU8QMmZ(?g}$KE?~3*t&H9>|8(hyb?o1!MG%W^xJG-?~?a7^kbGaotY|SN4Mrvo` zH(SH6H&@5Xhf5wgVQ^+6OZ#7@KVN?u{&M%{=j-?1{`&3xSx~idciWMsZ~s3}?-!a@ z-gS@P$WVq7N<&BpL;?{M6hsg~5Cm@oFTC)=3&9&f5ae*+a708zL_`r0Q4x`Yh#W*w z5m917{$dhLh)J8YNt>i;ns(A@+GeIR(|P*7@AH1&=eM>4zs@}Kv_?;CTxWmQ-h1t} zzelaEf)R>i)S(Vm<){SvSx3s|6CGMYa6=ha* zSy7)hp%nqZ(7tpXK7ZIKP^FiSYfw$(Y6yjtt07e)K!SflJ_}L|IT@u-llY4Y7LORug{_JDe-2JPi~=YlY(jRF_CG zP!10%Vz1cR1P49?MipsZ1d}7^SWx4El1SW~pd65A;x$&>17J@K36R8RX!~oOnm8Y{ zY7MEV#qTywJC_TU;qrET!IPP%p}trsP}Sq^5VFX7qan!-K-QM^}$(5x8!01hzoYkt~AKz910CI^loF^gnF<- zDtC%?zVd2Elqgy2l16O|SWFD>fE|YOdHL?mxD^&c3T~_AL}ozY5+FpC6h$wf1igIp zp{SQUp}PM#6ks_6{*2EWdT$*qZ=kh&L?8e)NEH!Lkw77dg4hvIhvghyl{y6w4o-5Z zNn>u3;{l2g!~nX8f;8|BuT+eDh7(z$=uA3dcLTcU_RnF9m>3nFpsW%?q?3|6;qodmwN9KC+ z)j(2SJ2-SrqwWU_A)zGV$L;Y1plDbb?XGsk!a;gL8e->y6%wq;SelzMC@djsHQ^w@EW6>Rtx)k?S|)R z^F@a9I`R>J;_+>_yl{SYvo2np$A!#KwiPrIWJkAO#mb^B7&fSVmmkJ&jz(X9fB1a= z>D|Nk-X(_{*caqcnAbwY!_;DDqvM0qll|a4x4t{9EzC=G_CUPRXMorOH? zjhr4~8F>;Q1^|P{k`NN5;fdWjem6<_!4q)U(;txRk(n+)hKFz^v^Wr`abQC_Kr0;B zWHpEtjBqQ%X^9jHk=2V60H6b|K>sH551e zESISy(oGFFN)9{XXgw6)KRi7-INct-*xPIEEZ_Mg$IIiRsDlqD;9r!4=V&k_i1lQy zQZ9ElupPMHNeE&r#-^fTNvO2f@>pM$FO)jnerdUqSgV!Cd$(8n+o&##wuZ;A-;cZ9 zLL_KjGAzNi+Uk+|K7I(4hxcFZUv@FP;#nCT?9^P5O2BT5r0TYsHRfUxF*TEpnl0+o zi^1O4-`)!_xv*!tLCMLdSB=tYFP@J))f$p3uj`Jove0w|c~j8FR~Me|1^p|>9mZEF z!AHkGYfQyCwzobIN=jEEJk{O#@b=5~`2EAfAAkJ%>Dvvz6#|iBZ33^zh=Js=F|VFa zjxL|QxY&=$F&*);vZx1W*evf(-L6k%6GE!J?8CYrui5|;ta-W0Cf94sYMHm}RO*zA zdY{+8#fqkRtyH7Z>D)Ynjs&_A@=>;)|V^VNaE>Y#)Hbn!2V7`z&nj=l&fEuM<%7uD1dbLvw z2Phy@K%5{KG1v^R5IsN-OyfSl_ax&cfD)<(6J)NIU>x(}MtJYj>>H9aAZyZtgFpsk z6_gu@0@N{}MEsZNHZG1s0|_MlhkSEl>SJ<4@rXYlPs621at_#2*urv4Ko*P^b~i)| zAd|qA$vBw$Ai$|xOFdse)naDwJJdqJhpkZgAnKm+v1~+0#50wSh_MwhC&rqwXsleR zG3M$@%r9&n)m|5BLMNRUo2fz0zNGZ#%0f7`vFeZVKI~X9>#Kvk(Wb!jDK?bPy6r1L zZ6dX^a&q>pS1DGzHSy@<>E&>FbN6WU{CcmNUOib)M~!^2*_kuT(E6KcjRKjQAK&k8 zf8Dy;jk}`Duf|nzvz&8l^ubgv$NRNL+5D55%WtqLnep?jH@{&WywPz`Vx$l6emmdw z?sj-Fp>k)Um;hU7*Je8g%ZfguOzF(~&%)N+{fxws$>dtOS$@GRM&iYEzM6GA(nZPY zhYz3bFRxC2Ip1#VU0;PCjh@@*t-LO7oZ5Y!NBPbxR|mJAub*MHklB+^B%s6&c+^pU zq0>Db2I{P(f|ZE*b}1I)Lk&UkbY|hv<0<*mM{48LoaE=3xyO$rv*CnA3aTqLqJgHH zH)2iF{LfOALN%|LkxHd=ibqZBv`nW{%*U2RhbBH2HE{lb2QCu#2~w!0i!&d+R~t$V zlyZS7;G+fIB{d;Im#|GZhgyLs0Rb48BF;%8YRKCO?cknJiGh$#=Rh20qqC!xPExnJ-&m2Od@HlnMBXw2aPwD=I}E+=eRQPl;tWsG=t zC^#Tf1DH|!tz~C@Dc&Ssf{4JwFi=dyQh^0bQ!%W@7{FAoBN+Cwg;v;<8DvU15o^_T zif{`?_U-*zn&miGU(mCi+BlZ6c>R$?)NL$v^-uC*%X@Y)>eq#4xg@^+a`W}Sf4lqg z+vfeB8I-Nl|7b^rpy)U1Cz5eyn&Bk7Zi+dZjjhz7`Ha0yc^hEeO zAGK>2cXne-p|W-^gqyc-Z}%es*4}DqPcXcZnV8Ls6lWCCKXadCth<%m1s z4faL>=2_jWwHpS9&)&TnB*K1=K5k+W5aW4IGQrpvqZOmdW70-MACKgGDW8Z)r=}L= z^N(akgL-z#Go1*+Sl1mY>7`02$@EH8Ahm|MC+6VV63oju%*-zFjCL-Ov~`U#ozyT` zN7it#&ym>-f)p@ABZu~;f{(8W*h%GZvkL@iB#Z#HIyoV z4~n6f>NP>vFbS-vrvfq{yXe0FA3)0_f>TJIr1xOo0GTbd*6q?cQoAlFAiK}fmxfEaN{w%V! zO{ZJ1D_SDA(p>cWa?9{{T*ztLR@rQ*#rcaNi!W#6^%hHHGgnROqDTEw0D|32Ib;yC z`*w6*Jc)SBj?6=&3D?8yi{qo!R|sp<8Eiz zwJWSjyTPbPG}5S_DHgdl=eA+Nr%)4SWQG}Mp=&wcdAT?GcoI+M^TUhb^=SL*zMJS_ z!bhhxsMHo4r#GA2ncRPyA8Tjxg`)Osr)K7xT<^7K3I=6ttZemVwwfBC6)}lu01ymP zFd?O2j3g?+ZI3b(BnhimsJ}sA5u7lk2{?j?n!o_4ECC>4Fa}j8 zQXQbpfx)FPB3Zj(2y{*t{dma48=f_ora(s^Kytkxi|P zTHRqM)4d6G9_~l4_IA%c-hKY|OIcDZdmwym2;$q5#Lqv+%86`Nt4en-{`=sxCh?ZW zfmqbfS0h{(I`qt~9r1=Rn+d(SdBEu4u0b&UXM-ta+d8m4h;vB}0K8gs_&jNr zM$2kIHYtrm!<#s4q->xiC6IjYh`NZ^h^AEGKs+Y6JCG^TZWSF())Q61vr#3+?E$31fS9VqI0vYT4Ac@| zz$37;^f*L;>z3*bUMcK)bsm4z>j*3D=A(VtiK5ADl8zPz~n z>u52*S7pxsd}(R@-`@`p>Cl#dPL^C}jGcaYyXKMH4A-(k!(>eaT%+fmO162}7K+Wr z?{Cj9?xf3Zhz@J7PmTwV7bM)-&Gm;D>*D!%ZKaqkR`O}qqENM-n+_g{nkX#0bR~Xq z`?Pe({*_J#{QZ6=y?7@|U4Ef#bBN8pPh|Bb#n$b|!?1QrV%%Pir)ydN%F5=h&=3oQ zzCn^|`!rss+OG9NHx!+TdDL2~20uitFo*wjt!9lJMI3RkGfPsP`5Qu}@sRL$_rhy$0ipf_I?JlaFk*gzWS=94| zaUx^}X!jC#nD~Z(X_D9+_I2dv1tT%&;6J9Wp;+kL!g7+|?ySO6=fS}JHEdVZtIVNKgl;Hu~D2mY1 z7ZejF{2f=JFpQp>4|Qn#j;I9v7gYrWR|H%P{SZONyfT&#&<_PC4M5(iV2e!#?9-Xc z#&&nY-40icyZsKGJ)O%jsz`Nxt>}=u`Uy=X>12|OI~0vJD}17mtcihmC+hXuw$moD zQjWuPMZL&ool%fuOQlt_XJYP1B-hy3wD0`!`^6t0E;6N2_3&gxNJfS6McuW#tG)aC zH?bl%<`qUKYM{?v?WHTv$LlW+v4%|(Y>#(`t88VrkHsm%?fvcOL#0_-)L4SAuPcjE z>7yy%>x=7)%apJ_Zj~do0%tSl$F)ezz4OSUv~0_Z3sL^j^HE$L5kduv1*Xsi)pxyw z_ZChR_H-v32sU`8hmIj?{J_UE_r@@1-i@UbqPk!1nh&2&Af zTv8|zmQ@;^TF*(?jX!y{3LCX^8{MVZMPDTSs4Dqc!ba4O>usl!8;n9qvKWOvRZGyN z_ykf*Wice9yN)wy6f$asuOPcSC(VUZVL z3p<@C$b#c5k+&}D= z;<+jP@cH5T^Jqh;=PJeM*0;~&^KmAae`GP&qsk{Uk}PB0e0zE|^a(;%7tM-ZwL)2L z+db1_S!>pL);)aOy)Sz=S_vd(wK9c#4l|*_aa3mwxb7E&?N%_A3`2u&498oe_TPV< z^nB07!Kx4)9+hn$|KE>?2SnY5&pRlN<6#?{+AA6{KLG8hOQEo@OqmpR8^(!Y#UWo< z!d^7ljZ z)gSe(GQBrw(mss)jq%^wsgM}+m~y8gtbg&@k=&eU9!g>qbSYayrvg+Ijc$DA$kfPq zhFHZUr-N)4F?CXy!0C^}8VVgM@uHd!W=jkhdRRnUOi2Lbpa+vRBVf!#B`6#M`y_Iq z+A9b%ZUBTqyutyaMYPJpB7?aka10P=vh79ur3M;G$f$54zcO3URVEGsrix{PgmT(A zi2DO3BY@&R&z{_q2=90Us1(qyExco*x{&4)lg2Y$ZmjMCufU&t6k%bt274RaQy{(g z9Xfk-cZprCC6mx=tVUBuFN@ApmCiKB!ifUJ%A$6~aYD(ofm+{f-)!P@a(TVJ$RN5b zZt;OeyB2Wre7GPKT3g-cv5eKO>^9Y|5buv;m8BybbQc;Tnq-^J^U>MG`}da@<9f6_ z9@Vx-LroyIxAN;>yW-l$_U3k5DpR-&Ca!t^;^njTai5F1r*w(Y;qv|) z=Pgs#nfa&ocrjSmxW(Ek-(L6GK_MFp6_=Wh}T}$p(1v-gw5UK(aQpMp=n&1umNdG$hIWY%215taQZ6bYSvP`su`JL-}=YjSN9LU z%5#Fa`Q_X1_or`fA9h|cLo{LZG7b2#-1+SHi`9z_ZDV_*TUkkl;Z~oDNW!B|a_il? zcFy4M#9h|?5p~VLUZIqN0s$v9*0O^I5EB3vA>1Y)QUnH1fc_TksYzJIfsH>v;%b>p zR|2(E)kSNI3J7>M&J1YFa9NBD;lPF@M+I6ytN}3)ag^|cusq59Xp9rl6l4|ddPtn` z9Rlg98)MB54D^6DkvSw~cAyZLZb0~FoHRj1nIEwhXxqV?Y5g%`I#o7^Vh|TWV8&eo zi2?#F?RUou=^~h=!TCl58+6xER~g0(I&^{&{z(G~uv2XTZw|K({^w}Da61y+LICQC zJkOPUV%*+Q!xGcRmDmMszHU;-0=iUYgT zVtMuOh%oO7g;`Aa47G#if?W?E4t!ofDup-% zMKT$sAxG2zkkWt|OsK9^i;##B8ekT)iYPNs@c@S`Hkvwh2z%7Rpi(eeS-_!J<1ur3 zTn@pPh9;2AVKg4ELBV$t!08LrDuV}~OAF@+yv9kH5hOV{`@`X|!KQ-j9JByo6cRF^ z4(|g^3B+vFE?o4@aH~vebcpU)4}l8+c{D3Q3PutmpfpE!Bi<;E7BCL5b-Lw{b^^Kp zI_@*Hd?{aqw!*E0?KQ6G!jBtkl@V_dm%)G?;vs7>kM}n8bAdu7E zFF3>3hYo$jp?0{68E54zFT^l@kjPa9)KS9)CR=Hh<9h#ELvvmp#o0i%RTjDljZbe@ zC;fhicq8zS52ONYs#>i@>zP8bP#);cUfUP-p$qSg+woS|r*HjwXm~uOfFJGk z*RQXK^8BLAq-$nn*5c;=h8Qi^TU_n?=h9k8AM#@Xv9Wsk`o-&a7c-B~etZ~87(1(4 z?HZLjt`L_Aw|o+_A?my`EloM5J)OmL@3eewrYZVF?^6U=&(yR+7fIN)daWOkA_Z^81u42{8o2mt^dWPys*^9x zOfSjh^K*03$IhTashRcgo~b2lb1z2>%*HUFr4lDmQb2ox%)q2F}&E!Rs zRF~@U5g{4D3bbySXimovBk|U*11;>di_G% z@bUe{;rmxYee3jmYj>lxnK7#kPu_oB51mPtj4JQN(Q-!box);}?Ymh%r>ttM~gQ zcRsz%FKG&i%7JY#toW2#gVU!pAwpR5QOV<}M?a~w7&^1LRMV252zE}$8YT2hU!(u#|*Tlmb zYcXUu)eno1+8C)Z1-TtyNh}mmmB35o2287=aSGWD>Iwigs4y^rKf+y_Ac?vsNHQ7` zFvdYl^=JslljZ}WAtE_|2%>?E3cVr3Yoep*e*j)MhY{?+uOVT?U4bl%?g5$;L*ou( z6iD{DOfd>WDijR}(FSm95+o8EaOpfcUIWl#7L+0{u0{XCGYB!-4X|^F@-UKw8Vqk7 zSVf%vJC*bAzLvd$c@=i&ct3i;%W5a0&BeAp@G+{JXFveytgO~(_@ zi=pT;!JJNNUbC7&hP2(GKRoM*2YpQ3VGV8E-(O;=wwCE&2kObE+b{PQJMSMpza5VR zLoDOf$ilyT{P_N1d49^OPx&$-n^f%%6i>b(r@0z-kLsiQa=p41%fHwz=lP&w)^m3; z9v$D@+-`^$8JpfT+U^|0H=+TZacXr#8Wk3bPFvLKX6<|I%7ws%;fxkcr^K4qRmi5$ z<$#&#AidRG&V?~mT*|b1{@E#4R|v&A^=k0GoGtBlijdvg$~}Cul-BijRd*@IIisD! z`N-o2DTdtEg^=J>DAbCe=m_<(w#~XAv-q8k0&;cba<^lWXRy?i!6>jjAc#S3PGV4~ z)MlMlt#k&9f-dNq7sk zN%aSK<{%bB90nx}u0;(q#8dD`+zV8-0!+XaaFR2Kt2CVKa>BaLsK*>VDj?vqAhCER zG-YIRE2{=JyZPDa>FhlFwAL zMsHMmd*kw*pKXeJZ*RVIyNz0adp-JE9&Y^XUh7{xI~ku`emZR`?&c)5+tv2Uup8ig za=DOuY`v1Ms`)h(Hl3*;+Y=0IEn5mD&6TD}Y1g?m_UeilYnP$t@$!ocdv6YQisrDm z*@#wq)g0S+RetJYY>K70z}JL~a3IcvpZ8OD)k+cNCe*4}r`o}#$DbY^E-Ld&DwXXO zb9nynb+11@dsUr(%wYD&Ef(~1CV!Ci^Bl`0a$>FE$P`i}j9J8fA4|X&&u))BqjPD- zSTjiC&$6zCIrTzpt+!IrJn^q)RPM-g!GtR81Wq{Taqc4OYVoO~lz^TYC0~G{4snuf z{E0{)B2y^Ev28QL(cfSLAn7GkAw0o8|+ZG=6L-UPoem)x7RB`s#LR-0CMf}wZ-(nu~G2?QYTi%X3P*+KE{ z-~aPJ|8sx-?)9+U5>mA-AzL3_xh1w&zdzi!WoDDvJqW2Z`K-48*=r50Zwz*~Hen`m zbl6LD@AlY6Upprk&z|k>A70#y z(N9S8viYVWl*&)E^4Kh9c(cjw?T4HDkLy!Xxj}t2{`l$c|4y>`KYx^?pjcjx zOIXxXIs@9b=0HAT&kEVr@ceoWO z;{BR<+?Wti;$7n`1DmCe2IxGQ`d}Ui*hbF+oR$>2CNC{}!tcno2@m1qaXZQ-?V3q2 zIkB-?rwh2PoYt5K>CLQQwAeeoe2T%`yDHr8`eywtV<3>IE)?=+ea6cQ{$Mp$*y)6d zgLbWvD|+mHm11_e?v2K=(22c z6>05mADmuYZ+1lPP0MFoP{a=X8l#!bC)=xyN+Mf!rG3SQw;#Pv39P?Vj<|DJB%H8# zT)u!eS#wIt`AmBwYfxH;<7n$JeY>6*zWMEVFwCdkR7xGY#w7mOPc4@kAwl~{sgZP6 z(#ig&Uac)jyb_5rBW!FO?er{DPc$-Bc>J#~U;nov(U}vnM6$#XUp~xqnp#{_35O^RNZS} z9WN#obsV}0l=l;z1v|uXiIW_8k_nnB#NLU7m%au}5pU(g>4yGxw}qppj~n}hxHwLYtm+rS36+41d{ zt&5exf*u+ri#-zducAlBaoZcqyQ7oiH)q=~ZZAiduVZd;IHR&y8)v8E^H*2zH?yPb z?bNK1*>NtAIrvofs9dx9lAZ|X6BmyBJ^#>?t_7Xa*_-{w zlSrGxt^Rnh*;ubEi_J*k&3t-2X0o*(-b=9eH8ybR6vn6JrkmUBr2}c#U;lakpT8u9 zPLVxpraaTL5|4TF^T+Q$wj@Sr*DYCe4;2& zd5Pe1?(sl?`KaBQaHodvgOX>zIm4rUk63Q=n_9J}z%#Dl1~bX7tXRya#|KVs3@DEx zAtz=)Cpl>!Jq8M3KrTLDa0LKd@6g({(24;rfQ%gj7Jv#-W58!JRYvV#VhZs70>1GO z6?zfd0hLKv0J#?q^@Szn1aXvsfmNe@Wz+i;F#Sj6ieSpdvl)X*MFO2kTtxvFpvC<` zgPSNIV=x%Ib7;a0@e;j;Nr3@+9UvWoBFX`AcY!)ExW8P0FFYQpV?vc=WM_C5DS**4 zgRT-HHQWUM1YNuk42VpC9hJLqiPt6k=3?Dc64PaSQRRtem?XAQ*)0AB1UULYB=lrO zp=tl9~-*Xmn>hb?zjsveunRfLA>dd1CJkCMKXUO%J?cZ;@M zFcJy+?J=0-V0l?A=)my0-fpux)ywPUr&sr*kjB0jT(mgc<gYUEAdn_q6ulW^y$ilydG zME~yvr&IEOk*RdI!0}E5P$k>YavN2#wf5xOzyI@}@AGz{9KL@2d|P6jN`zK<_uv1O z`Dsxb49+bWvfWJ5_e{MYl{@QQF>2O$GooivrSuq`a;sFUR4>R-LU-(*jjnF?JVhaQ zc(C|WttWP$ZFoGnx=>L|l|s_4sg4DzzmwTH)v1sUnOHR(c5zBm1C6)>ST7D&{1?m@ z5B>jC7d1)94X8f=|56}@_%03T(8v$ceb7;23J8QKI1$_tb!mtk50NAhw}n@yKObxC zda?(DxO>v|h18b8a3pLWK(!Gkoxyl14XG@4rx=mE5iOzq9-v2YA6N1^n2CcLz5`+{ z?f@`$YBj+Bh9{~4GK<8LQbF8~;6pwd3IqW5?gY}^#xhDfC7m@316UOfPwuR3=ih3js^5K9ZLM!!5TvWmByM< zc(BX#d38hdD}CigA?tdESYi?_SaX%N`Q6v&`IYkZC5Oo z$+>iz=;+0Gd^8^Y@qWqi+ea>4Er-4EAc}SR23uoVA5pGOH_blRquyCQ6oT1^aQ8<$ zGENiqcC%^od~OA$ai1qHIpx#C&iL)uQT_7nr6`KgL0k5}3#{7npOG_ooP>RZL8eq2 zG3@fJS!r%z)Vw?Fn`iQ^bfgq!`#yiGP%1iZzo!;uQZX%?)u;O#vB+UWCe^_Es1rn? zj1RizwHlK~AyvuMa`}=N-GU`#`nE>-d>V^I1fRfW~l(DOa(Et`{VqQ&6bQec9wr7JlAlt`10{CEG z6(7knY7NLWK%8WtsneIZ*S981Oh*g{mSj^4sxM!wt&*WM1#o7a}PuD?1#l3;Aq16X&_cO5GQ9XHFW0fWlXp_AMAaV5z-ck8vOyk=hdRL)d-?Mh>ZU6S~J{H)Xu z>Vcq1C((}f_N&OZtwq=L^i(P}^OGbd3O+;}l|;I<$fn9sCu&toidpIWQ^mrfY)P(G zs+B6KSFM~^$fuu5mwuMa8>ZEd9kbfSM?Wn{7pJ7N^M+{2Yb+io4b+wZ$00>GK1=!( zK^5sF#bysm&}c6<+E5so1kpuk)**a>Re>*^ju3R2dogN!hjVLbVp&;8~6`JUBqH|``N{ZlE$U9zRC{^rsB1b+`mlet4AYLJK;>g zwW6Z7F0|q57!s*&qH z_f7Qjp>xB%rd@aR7x5Qlc@LA_?->JLVchKcR5qDo_wD89k5{igTyN!{{TY=tg)A!AAGX z$>`|)IQS%-E8lwc528$C->h-DmQ!O)ltMGJtlR5fT`AR;V+(W9J$*jt;MJVcCD}YY zUe6llKw+Ogexgv;v7o}48tUhj^G{77gF1hUz{_09C)vP8Bi}f_G3#_d9byyyW90ui69ngmq9uW$oHE7}? z_Tn4`b`b-KJ0LpYvo}LH3vC+&0Z4TyoI>@8!mSko9t1k58&UQIXaFj}1q2u50NPv1 z-Sj{ot*=7J)Od8LR+)SrKUpb}C>O{B!{*>t2Yh2x0U`q$VMD*fl}o41Mzn@;%u}qz z7eGk}#PmlXmr_IeKO}oN7@&ni#)!WPU_a^DA(j(#X^jtwdQ9+Yz%yNwT8RZk6r4;b zC*!Y*!D%QUkhtQtSPcW~S@BCYpK`(;x`$@kcD>l&HziL?bK2#&SZrryiCy8k13*TZ>w><~A=M1cGBx z=M&+5#-*1B!^2%}3U>FQjMm{mPtoQr_Bx{0l5Jewe0caJ5NN)6BS!wrS?AG7vcS+k z84~7gS}giB&>m9!K)8TdG^osqeb1L~J8v)cKi)t8sraqUv<724tWTCyzs1vx7)_S4 z=}5qm@Vj#>xqi;W6u&ONt}m}{zZAH7EtlUft#HGl%vsXM0x*}%C1Sx~O#VbVRoh6o zR~9rX_moX+msy3uVt#Y=@p&u8jk>~GN7O7Sm$+uaY+E!bBR@BX*PC%uq1f&WMBbmT zE$;V)RsnIt=drnu7F-c~%)DAh}|`PU_Eb}{(US2gFmzmDVn z{D*!M(-iHUn|o(zxwsUor1WO&{hs)SqlYwMw5$>^Ag?a^Eb-%@vlIgfRNbAxmpT)G zlM#hkJ=sG8F*v@-gcrZ1Vi!gzC$?ZXbAbh*0RM;JP5&SX07az%G(<@-1_y?1kT1JU zllB2M+0e)`!(kVb6=)6P{V+7VfG({&9*Stm4ISq{k!~tDBa6Zn8GK%VF3ozHs0o7i zON;(cE5P3eRSsf0Fp#9%5!Z#Tf$}#ba@4ZGm65oi@{1?n4^*i@LjsYPtR6{LsKf5~XVle0n z;2g300?C-0S6V`?<*kG9!ER5uIl5mzVAh|^PN|e8y){t@Yb^$f4i2nkv>FUxQVyLF z79ING=alE`)z!P-T9VJ#LU~J6F1n1S$OkqUG^Ujyi=$%i8nBKt6OMRIK`||HCw8yi zy)Wik-R5$)mtOGmPHc#BYwK&y=|@)gEHm7@yv?x9RxUQ>@+%~eu~)1%ndkD|LAN=s z?2lHqk3y{Gsqw`s<1)*zLsIVVk3`X1h{724+2-oVow__ZGpz+(!H{*MtN64rEmNx( zj1tM{>)SV7r!VwgL4CFq!i6uI)DWz0ao!3iedyvghI4@ zF^Wr$Ip|KoQO1l=4v^ApB>e-WIxYnX8J-U57JiRb1H5uTp;`1n@DGY>5U-)`hiE$S zOvR8G0wDR^S|bqoV-DJ(0bVg-1l*&)j7c3T1p~VH=y6EUOg^<4@N%3HV6;dqX%?6+ zjEAxK0$+mY2Rb0M+90&S0q~F596*NgDGCe-)^6Om#3HCATrb<5(Lh-dwQvJCPN}`2 z!tu0ZmJ07tr9UnE*}-`{yelPEa?x}crwH6ZGng;bV!1)w7Fmso@Y2mYlLoKGo`a-u z9dh?YWou_Ih&hKfVYTomxSv$S1vb4Ee(&wApYG0WZk?4pu2|gbL}RP&Ec?TD7q`~! zio=ub;?c!+Hz*X>Hw51JRK4&tmvorX*Mt-lEk-3yJ;W7=iM1BJ(*Nqii!ZNx7k|E< z?R{G-#OJ1_Y_9ypMo6s8cQi4XZun>@$sLshtZE4sa%L?T-~DiN*c2PZ+VWa6#`+n% zGQ1JLxj30|an_li+@HUGzt~*srt%vStxK!S?MFl<2kWq0WYJO*e2|=FEtc6SOReKE zN#*tw=LlD`4uP?%U5!C1TM!nHR!@!u$S2KG>GPp;eOIDXn-*15Q|o{Kc=-L{JTdE( z%vtP@A8$wF^_*Rm z_<)QkBjcVSyb^(c|1O;MaX3)2M{NdzJ0deGCnj=WprA`M+Jxj_k706C~{a+82W zU>web=}xj@fNLJA4Af7vyAY5?LGDXO(x!n}_!w#%rwitu5bhMBYv+5BDM4J2aao66 zZzh`Ig?In;%v){{(PWS2<>fU3%oz3U+k76nd)-8Af37W_a8%E=y(GW zyG6UUAJKb#=HlJ|{kv0a4xcyMXE3@q@rfLEh>96=BpCAX*{wn+Gg>!S?sjkqUw-Y= zZ_m30-p-3I-_pEXsZwf@$>Qf?H&_i;STZ~GHbvp;~7~yQxYGYgmJ(s7;;9jK19tbZ^Iw{3Fxv zzy5jgvM$*6MvT$4WZgOrh-}0x=c@+Od^8talxi>=HveeRz2!2ht-b6+sbHm!L~y7TDAanu`w|kqdBumpG1XG8{$7oitpDUf{cs z%oZcWNcm{>85lA0rHO5V1;s0BI=HF(fGGv?_qVc`*YsjA-NQsPoD6FRK%-G5BdI0& z%ODS+1+>c@GzMWFcLDWG5R$1S2C)!i=72743J?jr526&nr3Eg#BP zKlq~6gZGU~0>bv@hBFdn0*?M}vewIo)uqL(d*!x#`s=R(hLaH5*Q`!BhW`sbo5-h|(1r4U;Z|Q3k=>js8w&>}42J6q}=3*x77C^EqG5wNpFg?)Qt{>9-#r=Om4<4>#AhSFxlh zx?LeGBXTJ88W^z{O(qLC8Km)6jjsF~7Gt)8=c9P{&2sGS-Q8-YC!~C1V?Z!ggig(o z(1va+wJ36pa$fMnDp$XJdgTulHWc-$*)uO)d;{^iF1N_N?OgGbDuC|$|>;x_x?`c$*9R^Qcz^WFuSAS|kRF4kLq z+uS}hi5W@Qbaxy_`%Y(6*xJ(?xpVgH;rq??o3q;=|9#O|NmfyDWQB2LVI&{^mM?sG zn>zgQaP`ZVs~^v>?sMFKwO)xjtc@Y2EWxV~46)S#nHoM|%ql`k4s_C38km9=N39hO zu;`pYk%coF#FPpFXpRwWnD7F`Yc19X&?o|4MdC1ziTE+W7VxEh8P0Y>F1Rh~0~{cW zJrszV02~@=6m@ap(ssln}Xh+C9&1W39P5G8g*uDg=SG4_TKbYdns&5Fgueen=3w0r;YKXOLn!l zobFe)I?HG4nIu22_a}pXGwb$*?M%=c%+ywU#}{YYA0HmR!riIz{`TXEg~J}wYHy>p zRb7jxp-Oe>jaseN2w!}yOKmotK7{p#>EHhNC4C^4U%olt5z5g6VXeWwGi>`d!@&aI ze;&;j%`Dqb#T;U8cy)o*TaL!z%l*XMtco>-{}sKreh?DB+v^UA=jM-hcf}Gf)?Rh{ zhTZU$Fjz^)g8p{=<$p9+){B1lRfDx$T-Q9tr|sM5Vnq<59lN^AEiT%vzG_HjPHm5x zn;T4}{8*5E+;(m4@)oZq-SePZG9SPH`^(k!vk$lLkB8-crn)A+x_Ks;g7+UjmO>w2 zREGclae1`YDYe?7xTSxUT~GNP!R;>Uv@}+Zd0A@5!Yv33i0}~j;y+!rNnZ`^D0G5J zbbvAg4qj5>OmIyCNhD7|5BcgsM}rL%DD|U6N|B7BGe`rVO97mUzBUAIH`!?+N<#1e zuO_&Vf<2R32KNmy05ZkLL<7~8p&ACun3Ak#=CDc<7C05g6~;6=9Uv33Eo$M3!W-I%&t2ecY)Z`s>5?dNz4_{?Jp+y4U-uMr>Oq@WGmFJ18WB^#sd$idDZ8 zjbN2SYH}?eU4OV{lCBxMF844xDgUx*xp(IngZgh;O6+XEzWwy^?WpXQm{Un- zzFk4XX8C}T>UAo8>+W>BpKW$Gd&`3aaGB5T<35U zIPK{NyVj=nCScRGlGT9~N6;;2SSTC)F^mmxj+ld6@}t(~Nq1xEqe8rk1rouU%DyBd z-7X;@i)}W_+D*OoXr|~}hv{uKE7V%eQfj%|Z574cPPi(Bf{9ofuDom|-)snp02Fnh z+)DBMNHHU93|4XxSu{U>-)Gj=yWQ2!O4#2{@L}}7FqqD$Y*>0~Ga7X5qkIxYym#-D zJ@NGXx|z(a7wkogJ!gvY+QOq%)^wfPHk#yyMAm7K72UH7Q&mCr>c^)G?~2--l{c<; zYtJ5zltL<)md^Zne0H=gWCI8H2mOXWA)K^2k+SVX99)abqw-qM#Up-Cqb= zgEqCwrnky;T9aZ%mFnmd2A_S!3RbIeFd>H@a5Lu;cK@(}GzaZ{4m(RJ7E<*V1p^ev zl&slG3=sfDY(@VR;zkUDfo_6@Qi}i|KPszOZvt@v!YlX!oz)XLEPjKRpnQNABbJi3 zkopHeD~@?cC-8jyp3Zro6&x9SLCXPqz%>cOs91+LLY5#%$zW-Ua0p$59paEEoYp4M zS~qcGLLjGF8Kx<~W+5{tih_WT=}x>itfny1xDO=ixMNU4rW_FW9=gi7<#3B2zN2nN zDhMnfh9ubT0eUff=0b_st9=qE-Fgvd%N2K zaqY$P?$&s{Eyl5 zriTL_kOc7ImjMW)L>(wagv7ZE^Z~-u6+mW3fey39pc|8vjxIs>2a-GlTXc;{S%wgg zwg9p<)aZy)fS4lPgDnEp2~dj#7&*v;X<<4i)O||5$%5_!Mtu+^fo+l`&~zH2D1b|a zWGEa+s0k4;tkH2}xX>O!MU7H2kZ2R_6eQ?^%CIKVRv`9z3D@`rpc`;TM_n)U4$A_t?DW_0NoGbbT19m-FIiJ?F6XQ~)N9&nI;d9l$Dkv?HN>4oN9*(>1)j)H( zqjf6+b}8n3q+G5R&8FkBwo_uTs%52dL+GdM`t(KbAYoL1k{ayEEPe(it=gzYlBt&p z*ujgS!CJINwkk3*bHL$u#ypZg{rO#dttB`7(o#b10=P05FH+T5lvj!ngV^KQP5A8?9kZ{6p$hSYC;f3Y*$4< zB!K`d!$200^#EXS6(MIma9~*VL0(`+g@D*E26+Hw&=tBB5Xn*fRl}HsO!vTA@e6kV zMt1S$Xq*Tg>8Ox5Db*0U0okD0xJ9Tahi)C}1eB>!U(bsh1Q8gPPiXrQXTe>9b(AQb zX*oTlzu+MV{J14(wvt#do=Q?78up;DjJS)pB#zWfOkvGNSNOzou(R)PoUVC-GuDVG zCTaru?-JZO7}0nhi#a!)G@{q-YliFKd9G7KZe8Yt+TD#!QH@I3b0I=bF_llP&6E64Mwz@tcF3!5efahnig!= z*B^Sq-dfaG-!PvBlAP(qQnw{sHSxoYs$`kG&y`&p?KXphjm~y(ts8rFJ6fK?PW5^F z1&nJHkO#6Fso2eDSZ+RH4p{!3&mWlMLaOS8<*J8WshoAUcaMUH?JvHCB|U1gNwj4c zqowL8Y`@J&wy(;KjiTGq6m8l6#JW*Yjio;wDFp5GU zkc8kxsTgS#2qDA~DW@mefT6Gn#UPmr5*@&d*e}I27@p!#a*-`Laa|aqkT{LiO+28T zh^siMshfcg9OPTn5u!`tb(8BteTIw?SDjoEwO~pcv6L0E2u{O<^SO{xt40Y3VHQ=| ziQER2S|D(u6a!K*F@%SyYfS_KB?@|@#CicpI!1`sV3`muOI8$sIvB~Mn2d5RvNYVt zm|I^*+OeWo%Nl$mr^z6*;?9TqayC3%VyxHEJ znRGfGHJ3ZmbRk9->R3>USmAltmPdkUYV@M2T!X`kKank zmC#{;yR28BiPcvU`!PP|llQVZA(;zV0>?d%UvO5AUpFc}xtOALE_xC-2JJU9LY%!7KdUaZY)J8D=-g)4!p$7)*s zSb}4-rd~HZ*0I&z%hQ?r>U8&1{Y!y=dHefJ8DydXdCOz;uSrQ;v3v5Nm#*=eb$dq1 z{F<-N{L_opR)9*#+G!~quMZC-x#M5EcT zy{>p4wVuEHK`qV;L7}iUK-L2e3$P0uD})uwMsOK%8RPxMP=dq{s#-FAMTG!hiX>eU zzyQIKJV{z66F9^yB9{QCq%6jzjiDFKqqtcQj^Uctyfv0V7}<{2LIUAzA_ApExE$aC4&o4~!`-OwaF>aeTnUzOX z&XwJk3hIF(XM>!dHg73)VS|qa_*^>^=?%v|WqzeyFT{|gjm1=cf&G+^EIJFdd|{7- zBQZ4-bcPCygFl<_LQMHM-vxcLE7#=$4MC#Vr>B#|tCM5-`kNx*$4Ah=W;vBh7IN`I z#Ayq;S8E@?-hBFbN3$3Fq&nos%a4-rg6Q*E{eqMW=MA-TyBKh5&d#+$AXkiK*+<^9 z-TC6h53+dm;&xmQMx%pq8hwMa6thJ7rC2}ylP&j1BRXuuaYxDxub=HiZ9&JwO}Q6y zJFuN8bo?gsn4&hUmZXo}64w2B#w)Twd)drgFKhIOCaWvhoJLnIrVUfrz1n!|dE&6U zU@7f)IPDHsENV0x>{hBAfyk>6$t8S`)3d~5wk*V=JfBE#-(Gt6a$7&#U1)?cUmYiB zb*G(&90te%1$r2wmv96r%0sd$KvvwrBp&Z07Xgf)5#vHH1xyyT1BwN5#R3CEblzX{ z2z4UOgasV}0yJ(!HM9!Aj*&zmNxFw7;D2{-PJ(<)NR-fElB5fsBrb6>RVMse-1N8w z(ElTa5>*+BZ$Mr_NZ2TvD`#MD<-j5>01dbpKp}^DBx+vNz$Bw1g+gwICw5=(;2W`4 z)Dr|q0Dy+d2hat2y72$B68JQk%YbN!S^_?K$mJ-NVVC!9cZmxRSxV#u#M3NWV zUt;A*D(Bx8S+i!*-Yi2W$-#+_m^w5nsT=;ZHoL)KYYAZf9-O4W6oU|FDA)&d7#v`MZwe0gj|hY zic7gN3T{5HEi_A?+t{Ti(!=HMCenCb?h0VS*_NAaQ7UiO!*smyGQJ+MJT@k35xU73 zoV5bhp~)p$Tb$3*>sY<>#GxyA;wF>E#PL>$=czT92}@CM+h8M`IYE5Q4e07}{v4kd za(rwlbKzNG7%s%cm|Q&e>6y7kCw6XR#lO3m5KGwa2|s@$uWp20WtZ&l}+q(k^7*m04;*FddOmk{iywa zK1@VMbC05yK%VhJ>Ikn~g6fi#et)q;MvTG$|3*ZS3K$mxVbqY#J{XQ6Q@e2>gj&sI zHo-s3iP9KDP_nlem;}kz$fO`IV5&x55NWrNb*U&aG^vE~>M#jGMSkDe-Or#A{iMo8 zg9dg5A^_Wfz|e^XsQw>{=ygwToBIh@XFhDCLJPI)aM(wpTS;@dkk3q)QZ8q`QFK>2 zwGI8MM=zJ$2Dis;cMFR2po%r#WQWfT#NC7)Vhuj! zoh11ry{Zf%f)JwA%N!HWt2^A&e%O?WNYge)J1nc-?O6kW)3B`y*|?97Y%O}S`opo= zU2bYg6C6b0A(vuYc?5TA56qsNtH1rAKL0hM(Rg5bF1)(_%hfm{^WI#bd0H9B*zF~xE~Y1Tr_^?6jI`EA~Z zwX-M22W;!>*3>i$H%SFvRIc=rjbC3fg_2w-?B4KT0dX`Wi_W$2VuvvV0uH0Wis|uF z!9BYX(be*d*<`lBKg46Q8C(Y1;53-Ai=dFExg^9-TrHW9^{XL^!x%y#=1!`cYkfgnds4s<@jjeSuwMl)uyGY3y4EaV#dzuhVt+XIVnlfw#5g|&OqdsVs=3%J^9 ztF-^RFBUw3)HI=6_bYNpT+D0ifQjhWLTWo=HN?*@>PfqEP00mzWo&l&!Cxw{ENW;u z=yKCcu@bZ3r@ovR?KEV$A(sdFV1^H{d;7hd{IW2+y4m*>lTbSkzsRv9(2)%=ygvK;y_((k%WZ?X~;; zx{Q^Sa773}8rX`Bm%BZ#)LYd%Rr&4v>%ZUR-~aySkA0ViuMVRrm)D_dA1dnA$8qrZ z*q@Avv7l5{)i~%M{t$LXMb+I}fuHUj#?nc^fm*BciEwrC{_E?UK-qFNtKMd}P;OX` z*)4Xb(QmLCow}IG?c@Mb`5ME3(`ck@7T_fbmy4G?4rR9-O{TN*<_@-|xL%F~khlN~ zfh0>7nPICG!IS`7k(HAOC4?a%U}1zyhQnkZI$2IhDBUDS6P7Gu5JFoLWC&bTvQB(J z@ePb8k>$vzNfVD>7%xDLf)9un7@1lTGbTV$u=2+xP2e^}7ePEQ$wd;ybPtdK`7ati zQpExZ0G{SVj-;Y7iFMjtD0lDWao8_K5If{vv~#F{@j!@r2SOM6xqG-4FA*dk)F?Pc zq$U6;hME^x89u;+1p$pgTY*DGXg_#y%AO%vkrH8sHit6F>E4SIl8k=;8Cv zHv_7YXM^H=p=|X#(-uEsvayORL{gRA&GBa8)sNe=w7jD#lU5`mz*mg-h3c4jsa2&V z)TEuzi<8q?d*{cuhiAR2RT<2&A+wrK?^Oz07sqa6M?D|)<;?DGZFefoR9VjDOVHU> zWu-=2l~_~VR-$V*lg`$_B8>toxTBS-<$=k7D%W5(Ta8wo!J*fhY-XR{rSrJ_c55nX zGg$3d_=8TksI}PhESQi%*Z@SMbfUrqBl58fJRfxnhEtgFBFo;dI6>|2CT2Ipl^<0w zG9vi^fGnXULPSgQD&|q-LMBPp&AS*fpd|uZRKS1>5*&rt6W}g}Pyp10qzae|7+JuR zf{YizOCp!-0m5fNUc1+0!p4E1uc(bl2Z)-&3ZXB78&E*tQShDoAn*V!69VZ>)9ujX z`QfY4L=r+8I73*@N+@EaVj)yqzzvuZqZ}q^8EpT6oFTK4&;{X)i0>he0K5_k6K*eR z`k;GC`>{Q}I-HPhMdxLKSj*s}DJa^UAfQ^r>L}?|=W>JNxk4 z#5vxNHabBnMdkKxH=f7=hod%Wq^8gI+O*#?k86foOr5HCsSS{)D~z@MRC$vZltEKA zg#AKGN-;)VsC)7Y9TL_%^0T}I&x5ef+nWNQqNI3{PwRR*{U15IM$jx^8%4oW|sZM8S+nMgB z+EovSqj|H|+U-qLiCeZsdbQ%gFeMiyc2J1d5yu7r|oP84}s2vE*dYm7;_koCS>*)VJ4g)qJJ z$gm;Sk^#-~gQZ6+OFFIbi2+Vy>l-?=$+)h4Vlh|@rVzjCS~sqkHw=#{40KFBt9{L| zY_Yi=L5rKuvUIY)!y|nl1~Cuu5UC>paEVS0=@nP41&|c6JV%EG%>1me912-3RXFyJ@jafCab4j%h{L`YN+ zP{WXh51tY(l+aeJe+4v#iiIeJum#Q!D{Bl+Fh)kjfRF{^5e1YHLFQL>U0&7}G&Dro zX-*a6wLzn!38#Zqovp0(RNcN}cdJv{n;n}d+ z9ZsR3by?G8!QyZ_>`s#|r7}9R&9Z8K_{8epEU=Z4c122Y-P@-&dipgE@|w>0Sg+B1XO1vVp7s~PDCf=}d*ZR21!%Ujv#7wD90Mg3ylw)H z0UjflH(YJVYzkQq1q8*|5Hw+M8}6Gmq|191#Q%2XAOj;7?%{(#_h1Mui?up-I;~M-zvbVBtt>?qt^CZ_nV%j_ zPcQc>8ApK4c~=gr4-dKU;)~n2+^$s>A)Pr=Cq$xX(cpyXnvD>tkpSR^6Hf(2>DV__mX-d)Bt=Q?@D%LXs z7p!g0tuDIn&VYYx=lee65?_)puW$R@(tPQ5tJcA4GGDZ|lMnGB5XJKH)-=ZGP0p7N zIIo3IKNego_S!6Q@_!opNUiOkUEMy1`&69GJS*i+bh~YfX2oukW)6$)VQ!XL3Ny)8 z;p)Sc;Ey~|y~1&q;}`EWHsDTpWmF=6FabRa$q2AMmX{Ojd~ja~mz&HDC=A!`wUmU| z1&kCi2Ur#xu1QNo5+axi_wt1(lH7d}fha+w5(XrK17AX#J!D>lA?{Ia}1NWWYF+Dd!_oFRlZa9pBe$FE2jf@M4p zIuvZbQKWpSy}8|~$VZ*dP@U~oU@tpum%FWOtC?>O)P~%z)-rOxT;iT2Ho0I!^$fXj zrjW0+>j|ZtYn95w7tfwvUf#T#FG|z4Tx-_Dp}JJ5U?bndbvoP2b&66-?$RDpN_$nqHe#6X?tBlCPyIi;~3ew+7hEGiueLmQ<9i zJR1~Vsynq>G>-+|K2vdLR6YEo?|o=7`Zhoj4q2)omsbl(u_WbVbnjrpuP-JctI{T> zs!qBd{_zCPH1Z8!e%VzN&XTyfPGKxO>Y-gu7l`XCFF5f6s#PZoW%V?g( zdrvQwiioWfFK%MWrrj5=$Z}q8diZ7&j%RYVx@0nsY+k{u`R(`rd$GE~L{|>}X<%ek z?P-p_U4Hu1USdz$;_G>Izj5>1r{=5bP-9qKvTS=+SLxk_I`6(ci8+%ye(DZ(r7sGa zr8TX7EvhC0T>MoTnFAa_2waE+0$CS>M09F|c8(xI1Y)|0upwO(HbB@(ZbL^-RN^GT z!R8A!B|_r9d?i`(o+n0t18jdH7Ln-4U^a$0C64~6JVRJ?1|lOw3HUQS7zW6wK7cC_ zFpVJ0$cYf>0^}l7IK(N?GBAieM&c1oQYKVDP8JME+Mn*pwAn=t9Q4097U=6pRgQuK z^=^;>t{k(0b_A3mM3Lx6$qZ=N8uhUb9>xqv_(29U>LAEIfEVzh(QlHkk>5aj8(=dq z(Kp7WK@*G8?Q~H|(BV!TbYZJb#3d3gw=-!6+(aIl3bL$J{NAN`eia@99%`Istem1W zC(m9V9L~pk$|jSL^W_J8-Mb#fkuj z+#?U`xmowc%^;*RX(@xvWV2A&@gR+=h-aCIS2!5!9d_~cN+e|Sy<#jCp(%5DAjpX;YfIv-^nzm!6?ajW=vbi~MK zCviFT?%nMa<|?25^Pj(c%QZCX%hLAslCQM$rY8s2qH@ZTYY5(9$g**;t8r~C!(gRZ ziYBlz9NYRpiiNNcl=J%n6hTMA7nB^<1J67d-Fm#J9}tcxD;cq<}!YBNiRJ1w?cd==cm^FaQx~46$~LDEg7BQR*V~lc62v5fs*2AL*RfhKq8- zXn;>qDJv{L^vq<7L*I;8UCt-+7G?6*$8sgIQTXgv7tO)wXq;qQV>w&KDx}`5*f0qF zGBxjuVq=yQ$3>T~E*$F<=Uu5asU+LCFIk~6td%a*F^p`{;wSmjMMhUY+5Y{fibrx72CXl%kYwRaps=V9M>rv>Zm`d_0oD zwA-y0>lyXxSe6~j8`^d4vgW&FF7`%IT5>;MSRR*Xi^0l?p0JUhe6Z0E*3H9A|M!tPY4^hHV(Yv1zyJK& z*F@K4EL&j`^I-+O`jW=>dGk0O$F6KT=W)@&`5m*A6^xK7y zxxbnAa@SefX^XPxTb4c#-R3w<$tA}6=F8;nm%Mr~dDbWoRcTvgEaKUv(6V#I232~; zCki{$u_`D0@zh*$-3|uIxjMYK6PCqBx!m5~nI8A|OR;X$cOVC>r^@Nq&v&1HLik=S zof*Ar-)(pcb;=oPp-*%>>e#>g>|Y<<8e?OeZ^#Lukju4)HjVC~PGfpvSutv@+C&yg zLANRULn8CbDZd?gxS}(BXRS$ean@B5QX&>&SuXLMr&iV-29wuo2y~!s7He06%WIkq zClE+JT*d-dlb2cwT4CPxu+XAb1|61iIO?ZSY&}t%O&naN^)CNtIo0Q!PEVz3Ho5gV zxuWHq02M2BbrANnTuHayUev=04-l@HwTtvZds%UcEs0LlA{gQUA|q1} zfD%}3024_d9C#4?5y{wyOq_v;pK}pD8e|=q&7pGyX#q_gLfHp4140)-iLzw~Fwt<> zoN#!Rx_hJgG0lVX5_fQmmRMw$2XWTKg)-fak1n_N&##qom^$p4Qff7o)Y)Ju#=$r( zC&91(skc@*eVziQTSzLE;$^$$n(64KT<{cNOOh6LLR&<_wJ3$)Qw z4?-fmtlpKv9~Xu4&_0j{Tc>}S#OhtFjc7{cST>VMUD_myE>3#l%F;$rHk&t98~|Q1`Dqe{Rq^D7>TCJMO40XaD?d=S?u4 zjtZRIs&(D|7Ie>t*P8SHTt_9XrTKDe@_K9T;ybPAW$cl`EqAKz&6^*tzFvNRmB15) z7trez1Y`_uUbnUE6z8iOerVIg`gsiM_Vf4k+h3geanGv`uX z-JA>>^{!MaR0dN8Nio)Gm$3#nRZ-Mot1oApsM72N$%V^hN6@{c5@N=XX!66QW6g4M# z#e&HKw1b&iEXA%toW?fHkFtwnshV38EHQ@|Vd@>Dj}{|An1gRTky2D7En98HOu+U%<(q_ z?x!!8+wOA3!+!tu$FK5ZE{!J~G$rUW-bJmg&3?bRRECO@`og!xMlaj#@1K1?Prz%r zPw~#;+Xq;-v^u=3&EC8n#p=DS?&4>^B<~xbftwnfxpsI6l}udE4G-;0!eL zZ%>1Rt2h3{b^JW`@y}nEv^UdKVDH)4&J#hlKUyvC71lIs52TPsALsypv*;3qiR3qj zV#Acr%7oZ@8VU`$=b~&0q1`&F_5!6^ib>^ome0UWEX)R}^!m#DuNZte$PRX7^SVa) zzdtoc%g(=eYTKu!Y_g$@=50ld`MxRH=DA5KEsm~pT!GEWjC&L}teC`N>Do&dwiHe% z!CXB9^zmqlYL5f`2RJB&){EpnjF^ak9i2Y`aIw$<8Hyx8=yaT@?frv((dz~B* z?dbw^kNPdip3cVmOoqHO;Ba#jIa*^ZNt9ps!K750rFpH}H_YXBCa58EM^e3;^QQ84 zFI%WYiZWN2H)7H8yq73e=p2?<4m|mzw8BOL*}fBMtUDUAukU+nlp z*Sc)F*mSfXI%n&-_ZOQJ<-^@e8QcCsB0zqB+W(>`uw5>H3ojK&F)L>*euyC zB~N*kip8JdJoQD!i7_a6Oc0YpTLFCy{zs}r61d1>4!pG_aS`$jOjZapFpv$h_EZ=P zkpu=iOn@k*TJ>5=%%!%Y+h0E71gSe`^X*jw<0E$U{;_(gkLX7ljW|K49%20~i_5hzBnpQ#MRq&}SlP z_rCA&K4~kJji6A-SuBp_<@JrykEzWAw`7*r+?herZZrogQ^iSlp77bZ@%Ee8@!A_$ zd(de5=~BRw%R%lF&pO)ka-8iP%4wxo3`H|_N9H_d4Hou#O*!t+M`P-AM{U;BinqXt zvQmEi>*p_@fBfaFLW?^aTYvuY$DfxQ?tGldN@bZl>t&-w|Nhg(qF=~oJBxV(r*wj9areBcZ)HE(>fT8fL-x-P!!`m+KGj zuP#nM-_Anz<+G!e#pNX=WSiX6&$m~x(#_4qlh{u`bl8({;kVy@`#$;f*YAJZjQG=y z$uBW*%(v!?XT3O#C?4CrY9_?CL+Qp|@J>Fzd^z8eie{%Qk6Rnzas|vLtpnn9^AqlD zT(zm+*^TR(l~p)hJqZL2E6Yv?)IW_7m7YM1l|qfRF%I@5+@*|u)MlHh>H zf=QdffkK`cj*EhxN*)`S66fdkyO@-Pq99?RS0f7+@a~iN#qQ6kL*c~3T+ z;WAOHJfa~AApUnKEs=G>Iw0~3V-0Sy1{Pjc*G#%G{}Jdt5SC} zZE%R2jk}-2wTEUI{_XW_m@ZcN0`flZDe7bUyJe9b@1d$v;+z-E)@EaMc{EXm$$({E zSQlCcty*z9unSD6rO11S@E_mV2UV;%JrESR-x2M#R6g0w^fHk5?2abQwj&g-BxSML zeXSHKl|uVq@7aqtbUo8<*<8`i$c6Qhmg0US{O0psdw(O8HnRt3(#}z5Pwj7SA5MGS z>FarXyHtPr>g@d$W+ZaEGu!I#sr&o4ZweJV=2Lo?i1tQ2nGd_XHhPv+_G7I^qovfd z-Q8!eT!pZ+E~Pf*M)ttArUiQ{=odJTqvYRvxK%8)(zP7)lxefU;y@L}*Z0c3DAFFi-{^BUKsJ?evzgB4?)Y+q7%T8)@HaFs!peZkN$( zT_%U#Zel`SUKAuLXkWMbcT8rvK1U(#hKpZew0=WU<$es>OI44M&L>vzW z8uBzrs0e;6u>>`OwX#ehBcheTSs;ZCcwj)sAPfdrL4p`#VjK~KJ94_8$AT0Bi~*2C zA1XY$v!cbp!pQMrL@xSW^6cJeg6R{i5F9Zq467Y2Y?TCs|l}dYE=F5-nlV zT!uCYob=<>MA7Jac_-g@cnor*)lHZJf|s+!qgUx{q_DF+%{1hs05iVKc38Nmq`Ewn zn|-I0>sap8IcUN`nW=NbZY+a!V!=2BW}RVsQ)wtY^`H^YiKe{YmF&o^;i#%JS|`Q6 zPbthd)@6l!chu<(YYOLrA8Aw$KU$`2tJda? zdd3vvx+TSx`11D;XE}CYak?m@)9imB|6^{Rzj}Ug@=RVAcUSiFvNv5+Ku8dIOlbP5 zM!WJzYoP6|n8oP}!i3miw7A@>_Sy(@wCAcX7z2F(gCsz=gt>*y*6?(O_X2sl@%9s? z0eFHS4)WT~i@oii5O0V_yTj*pm|RZtidNtQ0cR}A#(cX!KkGhoS6Q0NrlrU00OP7kn?S;%@5m5+LvY00vjA9o6@MDnO{XpqZ>O!f61zDUsh4D1G z%aJ}o#tHBg*o{E9NSq?xFiZh58;Mk^Iit@3lN=XDyijK%e9;UN)f{m{L5+bEiK!dl zg&?{)0gC~MSdEPCh%^YYP6p~@9J65SOS$x72149G^`|>Ki$Ly|FT02Di${}=Au6R} zdAU|DD%E%+v}PIb$%gagty=ax2&(BIThXIyso1@t4Jc)k@RO7lIX;(1=!%=Ac%~SR zW)3b@HXo=AqTY?a9;6d(b+SkWp)6)HTRpaXTCHwueKHxlJDaV+WOtzM3>Z#=!rP+HCffd*fzx)wXeSskIklhWz%plr2fM8k*cC4e^sTL1p{|GS%JTT!H4upokua_6(b$N3za1e9PU4)4ghJl%0kDN;q9%>pknYgJ_#Z|l5ZV6nUmZqaDrNoNDHI4VGd zF!CN?eZ&H$6lkoR!B%QM(Q03f%pB#)Rg*lIEN4??X{#fTaGuTT6 z@)<_&lIsa|Sf})sj4U&71y9d!qxh!%*}?mhbgDeBI4sfa1E`E(nVAka3%+*^@$X-r z{rO>cvbei@U)kbQ`Aobhx9GHT`|+#=-^CS6^rWM9;8;`3OOfrpQD-h^KOFYf9NHtj ztCEnITgAo2Eu0KN#^hbouRAx^4be)MwZ>;Ed~l)&UgSNL z2IMVAOrg|8;6m(!p9KO3Z8`F1BzE;;X=C($iPILY-&|f#=Qr2iKD_$)^~=@a4`051 zd8_IEdZkf*{r2mZw^yIP++JVY-G011x%=||+l9@aVaoPYKZU6s;l7}F#tL-;kdefQ zRt@os*%xNa&?1vk7h9!Z*c9+$c!A*vju!FoMa@do4S2TjwkFUms&T?q097KKuS6+5 zkTl|$M`5oD7`XU9DPVC1!=!l&0RAN890+^xEm59eEC*&A4Wkkwue<-%yJ2v6oh>FB zbUT<3m4SwaOF;)|JJtCtEVj^?a}l?$-soNIVcZ;7N~kj3!|k52UxMb-9g`ALJCO(LU`E--YCacpa<8K};>OyDKe|@rOD@S`hi`%d6hn`R# zXE@Gs<;aI}{m*}9{{3~{o?QO4Td8mfK9Owz>QGvLjxIgb)4KKv+pcjEK8$w^1P$&YDB_Whf zTdliyCylGVwF$`v&mLdA;bH|-|Kr`w6&mnH?3=2kLe-{Y!(^ji-D%d@)-@(8T4*n| zHBM2{aD*^uF_eXg7=R)Qmn}(qBoQJyNa#|&H9%u~PXoK}Ll3bN;r7#~w+9#B?tXlI zarfo!{mYx5KYdzoM;Avu=2wh`?ym2C`h0!){fD1EyuJQ-_xaZ0N(3fCVaAw1bs^jw z3}taZz&{`qUKE`OPmmgsUSXS$&;_cCF#|qFY$eGN0{tETWl%MsY(P*ViIOn`0vPNv z@GyLIG@0c|Cy99-CD@`6d=UH>kxJ@h2;}fkaEw5}lX`=cy7&Vap5qnctANfSbc4ax zS1CD?Q!}Y2AHXuxa>kAvMV{IcQUe&hN$IE>j0={ftyZU(4L}pvN?Rf{7x3&T$wJa? z_i>Hh-gYvs?p6)bG)E7WV7<&YX5&<*SNDf&!)Pgd^s`j$w3KA(k@Bh-X%AbhpN);m zgY3oPu$|v5*ei|I)s2S_O%K|QZgsO!jx|sE^5FRO<$N|jP+7Hmxx+>3i#kfx!}p8x zm)~DY;|<2X`w_J+uuUNn3uYFB)cNz|UuK%p+Jj2tAj=5}F;nCt+(7wz?x`k|32eCe zg7dLZZ*IY`C!4zx0}NN?r=>W*E86rXWQvA?iWvu`y1_+t*1{6D%}!LltSqG#util+^Vc1Y^hk^FeveYXks~^Ap!D#&d{Fh%l zRaPxln{xKozi&U+_^&>mzxe)U9%(VD-BIlD{jH-A+L*nKi~DN3^X2^8*{ai!(k*S5Lp(etvQG^yS&%?8U3o z%afRqjno9+8Md1Mx5bTppW8u^K(@Od3uA8-CLn|?0Z5B1yNuWfn-RiaQpn&3iJ_a{ z8Mi@&M8;#lLohi(@L^OzPzTxrmMtYDA+19NjX?{Uj`@AOjnoxn_>9T|MF}1ZLW=ti z?Vd=4EROSeUpk<@14P#U$2R{yTC8pM5{V78zJ0b34#~`cjqe7HTsax5M5A0Vv@@g( z#*kY~Hj{K9omzLu6PuW0J&ww*-O}{?%ThJlIrOdtYH3rw38m$3Bsmfj{dy&>E54HJ zQfHv7l&7ViE|h#H>vhIXWLg)eWWKhrYC5@9jox8;uv(TAPKGOSZD)K~jfq^YoRsrI zcPKw)oZ?=LIa*Z({JBj&p#c$_;~&1`un@4h0nJyo)@1!f2H5Eq}p$i z{#eOXTI`+7LTn+sCu_|PtHWdwSb1l!Naby%vNf2$Vmw}fNWaKc?g6NTHb{8tc_wygaJ(59FGl92b%) zb^$G5VzVlwgkj7JcO!e?X;=?p0u0Uxwu-tFCGY)Q4b77Q>@Tnykbr?L!&8r-UjY|K zLKiY+vf7GR<6snln*bm)Km-!@BzI$$49PlcRNgUkEeH|}=(%`3cmQ-_j1L(Yhy_7z z5zIt#gh~QmMMi`eeqg&bG36&27$!bJ<>za+qUWSSem8CKu?fKwO$+H{`4N2>^M__R z2h4@oSYxlVA&QjX@MYtI&_=D*QDfPJk1FRBBh~}@)mavsYNF23e%j%Xv$?|2DBX_q zYpFpwxV@VxXA|{&Ccpgf|9x%(+YQ-wPkd$wH_&JARJRW*JMR|PpR+wBn-sW=NR`A2 ztc+Z4zs(wqm7X2cn+cj}w&PdN)sD!d1EX;sOzGL2$r<4pU2vr%>7{oAwlm}XnZ(nd z-m2pi)?+fMv>0IJ7soSc_Rl};n&|aEzWaETDVAdOT4sE)8!!cn9Mx`^gK5vJirT;A zH(WldKl6TP3npAOBcp3iWZiQ$#d%GpP$^UV=g(^LK{ytVr%t54qIC0RRY}$o1@Xwv z{^Vj~R9I5f#kkg+!(e)ULivqdP5t7u`aH(=(-;D|oELvD)H~foDLFP`2eyz&ROYHc zX`8Kb!wKcuIz|mn2mIcJR^^e-x}sm(Fk+y*0i$lqXy~=YcZLz{mOwnAeF1?30fXX` zpshqD1E!!mqTAi*f4NSDBrNcFTDJUvjyIi(I*+PM&@4~cfHyJ56=EMqS1;cw+Z-S8 z4OP?|!X66?&z+b*=Q}{JM8_z)lCmIhP?FFtwDZ8>(5NA52u&Py0%}wzZg;3GPzwX) zLjFgHk$RSdG0JZ^fPgNEd`m2uB5tt0u<8s{c$hebeN=A9>Jv$DhcK-mQw#iqsK*2j zMFuV~2P|HmOdnz2pvn1sn{!!Uvcg0D!EJ1*`ocnb zw<(-mLLpINql_+F2s@(V?U%1M-~97R`;h-xDcoVTAE-IyyQ2*5yGa7eX^d=Ma0HnDP1=IJ53JWE3VHTSHh5v>nQ_`802S=| zP%O)3DgmxvkVRVx}mr zo~P4tsaIq>vK21ShSH~R>`F{}^(gYla`yry|<)UU0J?Nl0ivt=8P&7by1E1>a$zqn?llZ8nM zpKCQ^?SkLt^_a~VX*id?=`bufb88PpI0QB%bx&2)#$0$9P@FN#T)j_z_th>sG{Qt8 zWiA?i&>B!3;y1eXukeH7>10Qd)#%DvRSgS#^@WuWRo=P6EPF0SqVe+X^VgTh*&ZC<28H$#slgUAY!ON@SrFoVB&<&gKkds?y%YaeN z%{%jq+ha%uJl5SejNmm#)VL*+(XKjXS--!O+USbbc&|s>{n=2c5zaWuedi;}>|>f` z-ZiO*%Ic;_gP9!s_l{;&;67d6>^FC2TbnhdvskyAOQJP@()|8}oyC+{rdDINy@^!Y z9-`x!8op(_kjvCF^a-|+Nb_P)%=NagU%MctyJw0a>>2-|aeHV}h>5|zJy0wrlvKzKAKf==IQ1%$Mt%@2M|Gk zcb!BovLKo!U`j}mPHU#+tBY>BG}o?At5xMG`Ug*M3r6GVQ_9P^Zp_iBrN8(3;(EJL z0|71d+!XbAo*~`2UUG;UP`z z9SppJbSzq$`^pgH%w+iF6z)ckgSph_rlMRtYH_%~t4=1fZq#G;Z=PVcgWF9BqE&Q< zM;X5;$;F6)a=LaJ*?{Q2$mdzCI^Ded`Nx-K&0|mE`H6eya5^j7JP{p#Jey1|-ks0I zppqMDzTRD4ei@bmE@$s;WB2Irfk(fWrIkvjv>x7n*5@6r^8W0%&o5vgSQ53FksL2E z&E4&ZJ|dcRdgq^A3N|ou>RA{0HsIr(9D5k}ZLfFv@8Z)}T({r}mjc4)qqkSSh9>*x z<(GFq{Qmo=f1RxZ`HAPUUb*ApOrD`3kkU98C+-zza@JX0=RVALIo+Cp8SYd+{_KB( z<;(Wy#W$-1&?nJCM&PSU#FZd9;$}t{MR5P10sb6804kVaY9?=Puim~X3-RD-GZ|+l zv!oa+zs}}M^?B>&_Od^0m1JdST7Zgcr_!F4Utm4hVBX_en-zz@o3*0AB+k-6t1u<(zl#tN75V1}ki>!#1K57Msg21Z5S5Q7eEhENfcw%^J*wtEnk@g~RQNI3b?K5&tfk#+rn?q9G8 z)o#bq8A=~6$=g|rC)45uCYL+ZC1iiAL3^x9d(h7gpYFr_yq__*_KUgJLTx9iT_IE} z0g$Ejfy}U86b8wtvT0e`Fwu;CJ#`tGWl zGtzl>ftB8a(qoNy{9*d~=}))wFI!rmMO;DfC0qN4g%#xSOJy48MlDE4MXZq-zk6N6 zz;Nl!kAdQk)5okr2id}xJB=Nj1=jN!YUE-@bLES z`P0MZRtrmF)&6J;I=RvQU;vqaeKss^F~?FjwY{s#<#wlEs8q*FA)g!Vv-P^_PVdD` zh#ms3Lh6pCP~@t|O--Cb5LigkM6ba@+X?9rE`5~TL=YK?_%P$cf)wIM4OR})c$#q` z*b%L+DEcqRE=W}iMW(+(Bt%{~i{K@o@g!|0z5(iEVn_xd5&AalY(e`5@g3$LIGi}5 zr0OL`B0+!eT`?ut*Wd%>Fj$ys1n^|GDhHit6>Knrgk4_*G-aK?Sk2|K5k6(qb3Q|G z;Nwp$vg1jo>GtQ9YEFqiGLMwm%h~Ck%eu~%Q+i!@8ZIfNQze{gZY!*u8mOE5vf!t; z&N50#4iv`K31_x>Xj}E$t)u&wzk`DOOIQQ zyO+5K##*G(txpEYgjvh^oTKdTfBR|c?t#WE)FQFZe_W5>%x!tk@^N{aRjWn2I7)ew zk^*s~OxM|UR@w@jp5M;=wOQ*5L1>|-mgk63*2tlSpO zetCK|TwhHIwT{NQEU2%i^OrqMLM(szc)M7&P?1Y8ufudH#NdZhVIJs5=i@J3cInyl zTrF5up1nAFeOuL7%%=9I^z7yqTL_CF=gz-!Q4t0o&?Q0?b04~x0ub>6rdK|bJ^Q`h zZgnZ6aNQ)QUff=O|EkAi8EF>g;_;XMTqrk(KSV6o81)b4o{=LRD7^MDG`kyvo7!dz zoQIOi@P0YvdKR#f0u|&52*HqTNqs_q03<&Wy+r4OQ7`zkNQeLhAm@aeSBQ>zkYWLx zfwRD3JqnEllbGxyXXCFD{{&)ChPjz5XpN;%>jF9kLP3Mui|8hh7x8w&gbsWOsDJ=n zgG2`TFiH=!hS*YxN+J*UC8T}2b=UHktPJCEti+X6)a^hE8)pqhy6lIrA2EU4Ta?!5 zb{>78%hSn31n8(+jaqK)Xw5jvr{%$@KkPO;TQ7gOy19J+iq>V4&G3_~nl81gymT~) zlsfZDhQgrF zq(tU-m$m6LyGG-9aqZPu?B7-8%^7T}^iE#vbrYwmP{}@OTb)u^?C)bIdor5QTDsjS z+B0?~FNKUnEYQ+y43zZQ_~7!H{>87q9H~sqqU991b#m&pW7WFy5gC@GiHaI9t8WxW z7op)`bqK!Tv4pdf+>f*^P!c;ST?UI^X@f*>L+l!b`M zLPQY}Q4x`ah%7`=k%i(1@gtZ76JpYQwzX-RrfE7&KW4gTI(yFf@3YVRpI`TBhB9pv zHSt~VdVkOReAq6cPQRLeKC2sU201dbTwrRl2 zv?QDbr)8Yr@abTo!5dT042{j^+r*=QI_yB(iIqfNoJnBGu# zUkK8U&CbGYY~>OOG1W*akblC`wtmgDsVrY_iCmp^X|y35FAX zq{Goxn$x(=rvuZMGPw=z9)3`Z^lQ_k zkFqGJY#dVjaV44=G&eu|gOvs=LDT&17(ITbda-Xk?65huw8iEcrE0+!PKKFX>;-+U zPA5Vgy&IZWHrY#dmiL8x3_Vm=ob~D7fB%JNUtK)RWYg!PONGq2ZZL%-+=sWeC4mC@nyt-ZVe$R${+m_+TeHR8KZj2h z3LBS{E8+5HG>1l;Ms@!EXho~G#H!tb)n7^|NB7g#R!6RoZrX<@i`^1SxnB5G8dK%3 z*aqwv(QrvK!+TH8XQ&b+mRdxK{QX{|KW~YwK{g?fyOcg*Gec9RNyCje-+_;&LWd!n zN8fQ?-(L+&5ue+{&-^YYb;3|i^Ba%JuW2(56a1#^Tz1Wa8@NY{MDw3eOs5%_- zVY`6%bYirGT?D{oR3t7T2;B)e2wfGSe`NarGbqwkiQMPMc9-;3g8stf(WNZ>?-&lx zX4A_TSMR>|ERhD6vvhV`kfo$^>2zj)9LpDCESuhWzbDq{cbYj{&Q(mBWhy6Egm@W_dqMhh+JzF4Mrb>p*VNU;vrfexQxJ!1yuqriM0o0S#DUejb#WVk<;Cb0%(idi@yh~zpq-u7j zwp9a(H&v%BdQU3@mUGg2^WxpHDQ;9r%2T6E?rtT-BHdPT-6C%WO+IVR>)8&d(Qnb} z$gBXn5tQ+ND(c7S9~nasI6(UdhQojC9|3frEP+;8RB$E0{Q#8=TmXkEtjw_0AZi|z zD6yP`pbfHQZ`~$$>1ZUk-~mv;pfLc0Ao~xMp2#@i6OH{DIi-=k3x-|H*Z2(}F`=-- zZQ-@Y<&s1y5(8Io>NWORK(BT=f{fnaZmZ>%fFY(_E{8Ud$Yjsf*rL=(H@sY`(9S;1 z<@%#^^7M-L`F${Qna-ad++AJrR3PD16t+|Dm_p~saXnvpd+OKKrg`7&>n}T{_VjS< zFNZTR&F0#6AFls$HI?Rjt#*u`R^2->wiMFa9FovZ$r5C;s@SxmKX=zQcK`nSdpNrt zb}_D8zB>tfnqFpbx-L_p^_cB$vr6J=uV!$4x=W?vd{Z_o@c6AbgR)SH5XT04vW5+$C~7ePxfDW&q~!YU+Yq?ZnxIX1z-OC zuYdmg@6qt|GEpe!n&WQFpi_u)sY;<6ABrvNtlFy;DP@LCPAPRW?s`S43SLE?y8V8` zl4M1waEHp7idUkLZ%7{{9De!IvUGJVyFbK&Ot^u!Oz`9<0bSGxHzdB0N@$emBu1x7 zM4FmOB9Xz5R|^{ng~BR|tgfrVsYX1c$$joEOUMifAQ@c>R0F(~kQIRppqA6L{LJ;W z5Os^*ESUYO%AjQG3bQ`g*IH$XZRjf^!+_QljFlF5?+%nLrPEqHvnK*tX8p`Uaa|u9%JuX9M52&aIp;OLQ#5*4g`I9N?DzSZ1j~44 zgI+>#{rBJZN^2hNGLWg1bCEElm9GS25iyL#56_bsvB7dO!baIb>ZDMBmrpb|-7om4 zm?!Rrclc8$lPgeiy;P@nd9=#{bHm%H)y?eGD-_z|7U|}CxTv+1xL7gZZxtBHrqv;m z`4c*SFc>kd2xKyA#LaT8PE09RZ73sI-Q%TIn;4!7$#G~Cjs{LAY#imPP)Mz^dzi-x zsYRd`Xti3&x|Q{bH5Qdvrw_^{h~Uv_mOY(Xqha(GEhYqS6lR5*LZkL@S&L#*p_Hi@ z>t?{I(J7KDt>vd|V_ooMMQVG3%6`PTJK2;?dVSvxXfPe(07bkQbTB5zM2HzwCnF&u zk)85J$maY0r0TmfOFY#&KbTIZwfSs5?QhSX&H4GWt6lcu=FJW@y?y&?aq#B;;?4No z&F!0)Hy_{MyyDh$p{Qeh+o~m{i%KFb9mNB-EYxqr&j!VZd4)J8pwpAZF1jJQKkS$w z*nj~ajCaVufJkka?x4!ZV1tfow!>QwrAu7U?GUzC@E~OV1&M)ha8RN6Dr_JWaqu+o zzTz4{Fff@!aOIHL9kgG9m?1K^Qk%pU!ES5m9!! z6o-Mtx5t|4r_c2|xyR$s(yfZ!(IgpEmY0jW+pGD-;dD2Xgoyuuh}Cr6^!Pqd?_Ac2BW3=npx#gTV$#JZx4+mo5{rk2_~1x z#6#X>!e!Dbbz&(z#D&sF@=f8YbXg{rOKb}9x=>92Pk`x3#fikiZW> zp;)&wHnPUes9;3UjzsuZjJNWvxc)fE+4RgoRJ6hrlF3nof75@spIsbf1HrTVKkuhG zbutHED_SX*DHT-MC~~>9lGO{L!Y&AnF|z6{tJWHy+Hm=cwNy||{a0xf{u^Lx;T8%k z6@oMs#z%`;8V}obLawY*+a;L~qLSb*@oHat^Zx$sYIgnl^mP8}_V#jqdAIm5ELP4w zm6D53cc1UBZ|+{dnclvB|Niyc>zmIXt-h4iZx$BPA_7B!9!~VV@OLINz>fgQACwq) zo8uM_OpXjHKofo}&k*ASb`5M4OeAy=Hx+EaP^CEP5$ZTDwEt_XFgt^oc_2YR6=}6t zqCqx++mgan}4YpoUhfDmC%I?x?k@GSMp4iY@Nmbh;FBnZ`0b<|}n>klU@zhFc-k zhBs-Dhn|J4ok2Y43<~YJqe9G+>h3q}Y+mo+pA9QF&<-s=TrKu?^ReCmZ!&N5Ffi@) zO0q|>$!S8WP)=W+PLK9}`@n57VOu0!f!)E>DZ$YBzrkD~4{3IftHK|;!I{<+dVq>X zdDNZR<|ZS^*V(KaLV$R-Q5$Iu9+v?agh_2y$}KeQ^F@O)ty;Tj;76DH^{A2!OBCtW zrrGrFr%AXIvub?)sC&1Y3aPA&hjvPPH-2vHil(yx)2h&$EjJ^{cycOK)B4#?Z1KLT z=oX!B6H~VfmR1es=(6}{lV7*4Tr+0^j<`WE{jhh;j`n|b=bq#Wk?7<_LcC$(yl*~K zxBu%K%SCgZf@hUo{QCQz#k$*U)WF^q%H=A+MhNiMuWQD6fmJG*4#ppORv?i4^5->t zg=o2Yr6D{J5UrsYeuSJUXQ)F$tzng%q zcK__`_0{6?^!EPCMMv5GT~WXP^!wL0FFt(za`WQh`>&tg-hTc1`&Vh3Hf0^r-G~f* z7EgfNJ#O;AYoQB6qeZL4p$Ua%H+q#GSn~rl0ILCY0zVtzu7rDzDFagj^4iE*4LO7u zn6YvL0!$nmFw6o)Fd214&>Z1w20L}E&xqYVL2JpV;n9O#iGEEem5@~8o`RN4OwO>I zz+;h(G@#waYb259*G!uOuiOv3?r}WnUJa(TE5dq9DoyxgltP>e>he`asgGt5%#@Xy zy^Pnd_EQ#TEu88kWS)YLX86{;J}k4Az1X^GyK3ep9OEn%joNT89*9RneqaT$RxQi; zE2q!mY%zZI+r!+LSX}mUkV9xRrSbe;BS??te%dOq-2ZYjZ9u>)cKRYY`yO9x){BGj zzyJNbmswQ(0Y{4MRcU5F;m)an{vmS}`T!X{JK8yb8OF}mUL`R+J3n$Lyzt(#ilP0} znv&6QicT>y%nNe(n*8}tiU-eV^Cz+gA5!@RuZuVc#3z??J z7fHC5{fRc$uGSin#*SCxWTuVCLnR(y9mH;SmpBD zK<-!AX2~bZjB`U3u6j3r(m0E+rlTCR?M>-VPZhc)KgD?&Cws{8Z8)V$W$=x*uB)V) zWr?`ikZrCRuK(Eo=e(RMSpMgq0)a2ccQX!0?BZHhK*#ggVXBI?0jdj%7ppOQ9empR z5R6aW2VDlHJ=zWlZ8HCx51&5VY<>Rp<-^w5yT#Sy)%}~BnL$7L?$f@!yE-~Qe0h0w za&~!k^8E7PV0wDYw7u5o@P3M{YTU5#@aT%f+W{4Yc@+nJvQPu%8^3`VM)YdLv6K`k z?gBu2$%28H^XlKC*e;_bolRr)v%1fu zm4Ixu+e~}%Lw;0Ex9VJ;D>RFcL5^#Y351bUs>rvvXff2pPJ9xq)oOIHU}4X`{ZcmT zoionGhL&36;pu5^c)0WM{p0y;=(3E*=PiT&R!L~M_Re(Kkz`|2TC2449=;k)KdS#7=%+R6l+C{q|eHOBVVZ8R5@BzDX zo7-n|+FdGcOU}J>FKaa)sRB%vqh^i4qR998YK?F5>|wnd&f>!?6B^T! z#Qm4!aL{1o+q5&dGvl@|4s7uTx4qrE#c6HlYOj#-3zK6b*Nj(Sw%fS=JomBVao6oU z@qPdEcl+e#b~+4YvX0>3{BY74q$YKpVbpZ3YGY|6TU9HSV;5b^XlMzRh9slWtTrF1XtJg*1YLjo%2Q)S|WNR2G>%3jC6Rai+-4u_iYc(e}XtK%vOYdonLV7=^x^ zi=CC&D*DK?#l`OY=%}1z-9nv36)xsa=GJ}l*20ygMKUW)SJ}>&OC_h-8df8dlX|}P zPybKU*E?9{J6%C%a_aA-|Fq}2g9%Lj&HwDxj^ZK)wh(meW%kP z)Xd?*rj*t*IHd$UIx&KlTQ7A#Z#WP8Fh#PvaVGcaLJW?skr6eK>?siO#=2DAixB59oXR}2JLB$hR5LYv2YOHOJy zpTU33iFF%6Ajk*-^D>Ot4uS*|%mT@lxPs7l$t$r~sOlLX^UGrvl~fzBO8o$)mDrFw zG*7IMsv7AiQ;Xwitfr6)r(*+RmeNh>X&gT`Tyl0Fn=-oL&gh`9DYg5P6jbQvH+3$x zRiX9Qdqo(GX^JCVWWHSp#)g*z)`^4@Yx~X3;@4j;=jW3oSKaEvkzv$~BE&k~XhFr6 z<;snEYZh%(cAMEsKkW_W%b8lIk)`z}f5JwY<2KA4@p@)BPi6Q7A7QNu~YjJ+=ww?ssb{wNnkh3y;QCZKv4x9x2)eQSPam^!_}SOekT8WgN;qYKUpL zj3*q7H!^O!YwyLg?%?*E9@Di^x5*}wy}PN8XL8ft)V1Q06{977dk&8SW>imvUc9Ba z?`{Hz2FOve*)e5P&QiOMHLnT`g9CgmGUf)bFZ!gcL9X8o+J0a5jHjzuw zrX4g{{SC9umw`#_*)Dj3RhXLgf$fCO6bNg zSU`6rV+O`z9Wl`%r#+y$D0uARunWNpLDl0~;K2u;^}1X#-fN~aSI$fIwA<^{>mg|e zxT(Vr%9u!IgR$lw$1ZN3y?uMI1$!K?1UwOwE&yu$hi@4XIO+!48K4*bvy;X}9`Phn zd%|Op>Rck0bK3RgM!_SgbgMZg-JCKr$82%FX!%=vw^6RoQo-GkOKh|4CF|vbBj1L? zU;{0)+ZU>`BWk|B?kdXW~bkIaTQn!iG3-x zc)Ay=MA&A^C_%1|E)<)WTlRIKY#B3y+KH*xqF!BES>JToW4h`nR?0K*VdpY6-sfy| z#{Zypl`fAxYt6#W@9O&9hr3;~#cObur~UNzKvk*7PlQkgm1e|3I*@>B+1Pla{khcc z^L!`IR=kdA@-(|w=li4QNTuy(mZW-(Zc`(N#jea$;@?h@ZiG3ER192q$jEB=;nz== zyCyeLJGj6PLwE$deW3y(O_z{>eso=EDzOs7@QTS5a4soVY~f%tK)_oQMqVId+E5Oh zUQDuN-2e(1Xp;C`JRy)WFdGbR0+;<5eo426T7oz{;1}WNU<-q^%7=;Fl1fFg{fNP| zp8m8H(4RruUhwgJCgEykFUwEe36m&qs`}$PiZai!JKxvywR|4=ha@?RTMxg4iZ5f8j?Uu@3#B{rY zMlAwMu${sAL1sbFaE`yLWlrCo-Ynu2S`DZjY8*8Z-Rkh+eNN}319tD$<-uj{=q;5? z8hs&sDCtcg7}n`YX1LNMSIknSOcC|uW1DPdT0$6Ssxf(1h)hbM-9al(#aKR`YjEkb zUW$WO7*?NbrX1DS7?Y+HY9zO;8ygadW(^u*9iv}01rr{@(^Y|jQ2?W<#+{BwU(;Wlt2KYby+P3i2W5lXWQ` zE5WKXMsdeC=hI2r883yi$$Ttx+)PFS`AjUHNF~#BuG~1ddF;|sq;ye@_z$;r(8~cI zL#;qY1Z-_F5ZGg2oM1}DWQ|z?^l?-#N){Obu-G-3Rc`Fc@RdJ?2%^5nHGndQl)`0H zI7=2a&|gyUIGn-q0nHUhI4se~_6*x(xc`AtgqDmx3tV)W$$pUXdVdC~p0LOR-M$=F)!ero|CcOH!_HDxu>uX!nx3+X8! z%sMe1IVcKdEY;_kvPcZC6gRoUnn_8g0--o0+{*h`i`&udc1q`?Y;?lw zX*AfF(HIE10|@iOLX<$;z!IbU^z!SARCUVsmN(=Ite&w)QS0Q!UOee@Zf2V0a15g0 zMx)y1)_>Bpf@xnlt3gH7qAN14!Ns%jvNwXL0i(hYOgLldOfp{#m)SxvP|7CxRGyIu zRuDLq^XJN*rALCt(j;dISr8<#DSnJOJRk{LmY&Gus!fb&KDF2;HAD+uyFU}s3We~- zqaubKg$nClWcGz3VMMptWNNKmsHg{|B5Af@G#33o8#F?LTqSfYqz|_xeJsaz+VyV0 zTIVksw0AJ@#f;w0b<>sYE`|cj=Wq9)AHIK?IYbfz(p=rx_O03?Ty4tr%Pqb$7>;Js z-JR)da&e3^#?JBd>Ug^MeCO@^>-p)y(fs7>`8yn-9V_1)c@m-FqzXQzhQ zDl9%MZqzL*1{ed@9VlJ2MT-%MWDXnbnVlX`FR_*&Dh8uN0mobuGNw?9Xp;C8_}XCH zg!>srI&f+*JD}oWmhV=2RCf7}oLEEs0L6ZQz_>7oB+ZFOBrO&jVC=I=!za@RkPf{L zJ7D5EP1e(P2lt_AVBw*dsU+hSCJ{9|nY1H%k~2O{%~HOUB7y*jOe7I$6ds2zN28dX z7j5!UZ#n7>xy@p0jn+i%E+P0dF2>^V`Y+BiA&teiZ;h2V4UY@uK#-jsBn%Yg^+yXa z|NLgp&hYutE~}L{-hBP-w3z8^k2>{g%9Sl(0j35U&VVIqR5eU4{`jvDqgE%Afk?`& z*)(0fI=g$mzi>t~_OdVPqjFrM&qyPT-4=3y!bN^yh!dllFYiA7@_9fP@|E?+g7vla zM=L_%%A+T0lW=2MwB|zE0Q+K)kA<>)MfFI}j+OI_6ZJey)ivX3(@v}BeU$85mGuGxG-t({jF`Db!ld?OJ)SMr z{j;8LPPEp8zS7VE6Zb*T*M!cQD_+eY<#n{`%G1#nrQmi}TCb{_N%9&h^(%zdXPF@-Ulj z?I0$uKbcJXJ4e??JEQsG+1B=S+HNHnpPU4tlU;$^>^6FUFZ|%bkiH5l4Wmm*seK4P z0TK%bJTfqln#D!|b111j9KGPDKxh`g))2ys=>v=voWRgW@o!r7g_3X@F&<+>3}wmn0T3t9-f318ahn zIb^kiok#L@vx`dlXnT~82%QPMb!!b)+7(CZ7KclvkOhi%X)deML8Yq*$sBfiHqKa7 z>-Dd#pB%~N^k%?DxLJpxtuSn}P;4-?eUnIwceWZ_QfdkgZoYm0{p02S&d#vXDfT9@ zW>BN`z8kNug!4)*`j~g`d0zg+mZ?p=zS*_FUq5^GJX^CYizS;e&g3e;`sdAd zC}11!9q&oSRttQ1)sj{F<(u(-EK1^5To$hd*8GHigF7_NUxYsE&>*!9 zM}JI)u!F!h&#r~lqt^PPRza!7fes@vPq(Kt&K`-)X;nK2{jG##4mn8j(<$dxpSs3Kttw4hg3d8)dS&mOXh zb-sjHnnBLR)RGRUC7KK?RAk0y{PfwD;Fd2pZCWoBc>Y)^NDt3Tj!JRfYrB%MurriD z`tt45b6AC(&7QxXL^HA2ew%YEyqcfo?(N!=3L+qe^*J+ctKrST@}rg(U~;4^nq?xpd`j^p#Us>#2d z@HhF&;g(=W_O-IC;Tz*#KxWn6+-Q66Q1HI=S9AX;Vt4DpEZfhqt`M_ilj~g9DPFvxwJ@|<7YfT*zCLf@ z7%f;{SY^-A;T#f8}t;WFi&hywY? zaEwMDGdOV;F%j7!-hAlbQGhlLNs}TIDp|!6rvxl+af`;gp7z zE~T|8qcJ;TkT4jas?pg==q1#3Kq7E(LoHzgYz8(&c#?QXnCxNzCI|<4J*2*E+)~mmrCACFJFz8x0uPa5T!dJRqZ*=~R0-;7jkTvJLn>YE#DgY{?Rxbf zC~rJL-c1J9seWx{L^EaOs^9Ke$u&7|sWsK>zwT!S5u7*!M!!9iOxR2FZh~o_wzAMl zIv{?nUw{0^Ute$F81&`SES4KhZ||p#j#EPA18TEEBJ~wxMpGc*x1Uvx_U_*81cUGv z@#RXTM95hgZG|lcuhr>eTTz9=p!Q@m27@s8?9)F!4@=VnezJ4&>I{21SIlgY6 zCC5^gVXw{g&t4uyV|xb^HgMPe-}2pa*edIa?bO!4e=T?7{s0xMUZipYwMgr-3k1PX z7>Cy0hr7|KhW)w82gOe$0a_tb;jPB`GH3TD6f0Ksrg4>hzZlN0;9o5@INxpZlpu|h zM0A^uz3ol!*L#dGRHMEm+;6v<^s2uEs}h|j z6k+4lM7NeOMW_!9smL_%XKJ|!JjhHu*52cqKlY; zp&Z-^PZ#T35jHtwdC=4k9oZ3rWyk!@_w)PbP1@u!?70emXPmWYw$^BmcD8c@h0tJ- z**y0*UhPx;?LUA0^{=@=aLMOZq;juTE7E9nW3&$lF!hUB-$g=3zf^T~9e#g|>2Z)&UV=h76MRz%J{tnyW6g-x!h zHnt4T(esPhPEyvA;4H6$&oN2>M|ZsAqzG}qv7?UQj0jMQm@+%Tqp^ChpYlP?0B0{E z&jcI>!w)bcP^&<+P{62Ny%(bbW=|}IaSQk8;ebn8A`v^1Meq;L5Tpj7_Rw$1q(OEQ zKRCsBb}f3P8ct03T0Jlb?1)`;J$XrJ(y-=Is3(RGhtUfBy0P`}a>bZx@HV-Ij?v z9=2FFje}Xe8UZ@E6E9>fPHzPFC<;&=mI`ED>C{FDgrc&A^)d=l3p8|B*6(s#0y$?Y z9!Q57EU-efFYGVigc;tPYCr!rJO1nM*MiE7SM$w*YQ1c%=^nGKEQqP_E5pdpXtFE| zLz94SI~z$slUQmapS{uL4}5KYTC0ss*MD5sxscdx6?qNCczTmx(WqP1_H2=OER(6A z`A5E1z`Z1EmLuCY7bnk;_^NnAK{@Q}IwS$f)^g3W>$!hZqA+qhrJL!f_ilUI>-5@* z40Zpn`}v%AUVOjRY-(l8yKYA;s8J%rVgt@@nVi2ti1`v_0Q8Y(W zi>mkRbm(@3v`SeQ(_ zuyMln7d1-w4TQZ2=pv2diOp?u$OCBKm@*9L#u#C+FGJ~q@QCnlJSt(W{~(@W9L8(L z01WaD-fv6s3a+{_mB{UkimfcGFNEV%qF9QSnfwcwURm8Dr{1J+W1A&WsHAq!=2JN& zKY1aIICb5oVG8RbXAr42x-6P&xX!S|k>@i9H;uSfr00$H|IP_YRW{+mAa3*^-Xjw$ zdh@wTc67l(#ML{T!zB(m#Q98TYuuZ6`BJNttju4&{rLXs>t7GIzdm1k_WhTKuMxi^ zl;YVehx}jEQx=MfLaEYXL8U;-70he++Ey-`C~It9rzYJUjE3#@fUgys9e!LNjVt{c zn_yFkAkBnx$ylDHOYx6?ef;vTzyFsjO^fcz;b7DB!oaOb(_4MR8g|{VPjc4lfzjs} zHe-pZFIdm_29<+7zEQ_3%@z2aHn$ag_-$`Xh4clNSfMW0RQtn6`jt|5njM#{8*-W4 zz|L@CL8f1#^vPp+Zyxf;bCU{}T~;czAWD|G8Bz{aGP)~|2+NDb z!C27`}L9p{ASb`2-x+FpZ>dGJKoA?Uy za&TQ$Z`G=JOsk8O7_~bY6I&p$@z@=5@smATTghM;&|83@mk@+iVDb9)1})9WOb z^>RzjD-`|V3;4hi3u>}yVA+y93-9^w2dQM#;TZf62Vll7)B`5OW(6ZM2* zsbZ>CFvX)5xauZjI5=vu_1bI@_W3+|D_tztVO*Onj5T?}orbB^ z>T%66&vVsQv)UfFQ`_yvh}19Jn#^j+2AgCR<_O1afpL;9^3`6Y%H^B&F~@U|85J5x zS1LBU&3c7R2TSu#{o#)fR|9a7lj#f{4FK{aA)`xsjqA#8GoFsdd!2fsnd1k6 z+GI4Q`F6KlYi78;N-b4Ctxd|$Q{1Xosf0^iy~wkV*CZx?*i+=Jg0-dPCDrPZD&ZAr zR5-k z8z2vmF%sk!qM||R;C%GsZcT;)0tk@fKj2z31Vw~NKnS`J)u7kn9EKhVW9T0zI@0D) z&M@7<*N|9X0_(yk7qbG29Djt=5?2E8_XPw&dOK0p>+uJjTLrQs&Te=_l4AnqEw&Co z)zn5;O@&^MIwcD=?9#x!!Ez3-7Y9moUILBb_2Bdf=^<{~VDusz6MdZQCGeDXb`iNs z@oHT-YEwFsE;F3l0mV2ZT3vrrFR}E>0L@K?Kw&Sa46KVZ`(N)bKOFKE+UAND>Bpw8 z!HCw8H@$L>4gA3C;n>RIWcK1t;0aeIl#?5J*6;63>weZ-;XDwLrSoapZJ0GYfuM>h z7q`+7jGC?9WUYS4$_zR=G^jSFyVWTA?b?LQr_p(>!DNhM?CtPJVMvba_Z!uIKiTPaz`%2T6}8lSFU!?Y=fHLg#qG3bWzAvQmjEH6{h4=rjT@I-Sw@Ly`8;LC|=gcVK%er zEa#AT#y#80=l{!<&NIcHpUc@`K_FL%bVirGP?@wBE14yJad7eSY`(j_&97>a7ll+` zbTQn6(fDxVMO#Ja1mV>Hr$qw;T@t|T4|7F~yP(2i#>C%(LJ2Dxv|22a3163t4gjh! z=>n)ik3<{w7<@!RN&HJ7NhSr0DTMetqL87i|IvZr(C{D5Iqv*mL=e6%N|#h6n7Dlz zxHs^CCi5Py3A`}!?11*+FiEflU<$;@jQH;mumSTmsvI4f;C1+xs(1ZLzP{lzrXi;E zSLw~iF1}t&g$s=-v=OmnCE%DH1*&_!DB?Xm+Wmt{x>4`;8F46XVGK}pCtMzfeJW=| zgOJY_m3b=del7V_DT~x~?JOG<6u%D}?J+Dzs#%vhR>;ssaSXQR$$Bf5OG3+yWo{&w z>5PQkMuzXupj!`suQJhHJutxbM8=q zO~K45Vo3&~wjfraux2p1Y#UFP^mbQy+FKS#*Wpy>V5^OOzvyf=u_3H(v4^~OUGijE zl^&?@%Z5)!Em|Y zoNMF;4Ua>p7DZ|rZHYD6vr0HyvgN(QHccIWy-hl~$-Wp9s#K;Dc>nzK`&*6R&9~9Z zSBqG+!`*hH+m&=8lJJ@wFpw|=Pe4L6Me#P5U8dq_wma(_%+E$)p-LWI>b+^EI^D*> zVLkJOPE#>@$K6#qmC)zO5Tofvpi{PVN%sU-{e$+|X?GlJ6y$0`^a319^4B4BKnuex zN{&`Ip#zH2qP3E_6-5Em4CPBAq;XOsWlIias9dYtrSo7)aHI4fF-L<&;gPNjWETP+ zCmN`SG+9*c4=N6(YXZuu39<&v?1zwzJSSQ{IyD(}^;pT_K>(OGlv>hLH38T{qJ`t7 z;spX90}mCK2u^Fzt)OOqkbW>ppylI*kV7D$SK3XLH+pl-YXsdqPlY*-)r7pwd3$smRT{Zj636Yg+IPv-1EzBh2^)o;kYEUh4h`1afYeZogz$P z$?Z4Bf`FUF?|!! zWErt}7x9*KT9fl(jn@QiUK7Ts?D2HAKiMsK-No|Ba5Oz0HCvrcO=Fs#pC*}5#60s9 zB|()!sMyd8LGf~_9M!#HC3SstxOX|5pURvmAcaPi0&g^73Ltw7aw!slgHsPC2prb| zhrxqUkGyKko)m#qaa6Nm4U2ylFc1PPz&Qk^i%SW2Jec$2Nx);^o~x8@Ti6?{B2KEr%+eLQG-u~8k6&MP z-E`VwkEeX4svOy}l4Muj34{-yXS`bx+UkmSD(5frsnAnnz2q~qJ-4sy-#dEn^L?{S zc%!?DCAL3&Hc3a8v};9!IZe5uDT}e|x9VIlRtRXlZN8WtdwhP5%VyZxY{Iqp z9mb;3Yn&RhLCtNS4rS`{*N=j=TKFFimxJ2j&aTIMa@p9hh?eE7miu$-1e2( zbvP?A^#Rupx-f5I&}Z9`IAinJ0(Q#hExz2D?LAvz(@!72_~ZEYkBW2e^XA&7yW@^F z3UtvEX{Ev&4vkW%63fARGwYP5(N-$CdpSM6y_!8ALj<43ladAv^rw)50H@c-P-JRXFiFZiNUfZkeY9KQfis4-Zy7YjF{UpYL(EIfD$XO<*1mF4}uWo zjpjW%z0#Sh-Sz^eI?ENt@b%rv0Bj-cS%)jiec2Cflsbmj_vv$TdD8la{2I+T#=6Tr@g?c&Bo3siIWee zC`H=7|L|sK%9%aBSj-!bc>M~>qVbN>*dvwLY^D+{R2N!{DxS`!3odSy&%xo_+2uWZ zm7fmJ4+Cc9N-<;DjI`YORFtY_#G4kA4$&+gwi4scPC8UF7faWvK&F;NxI-?2dz{&% zFqg->pI}?j)~W_Qaic^m z*2pB9L@^wLWsq_xP4lzPXxeKX#0BCq3?)k?j!W0JI@u<+i+royX|x)9&(9AJdMAgo z3$}Fo=JNdYo15!b*B?$!Zyr8;{&@BN;pNq*e|-D&;@yrcxh~cv?)J9l2mN7QXZE<5 z)b{z&)y}5ei7gKyFybDLdIF7x_};;644o3iOY)0>m4T9j0~n0SaQ4!9(Sd&e4*0>T zD9)h9dQ2Sv>47kU5oe7*LY4;p28h1!D#P{+rHfxM>BFB@1;Eml}Rwq~>vX6zOxiFG}p*-z;W4$5q%ozkhOhadUdKI2va) zo)jA`o_4IwZMczz!>K^hRZ4i1akn_SQ#8dmS8#p~KAp8^m6`ZzCJ;}@vVOI}=@N%& zaeXm~Z!e~!T{aYCE1b)p_2-kRWYP;Gf1OSf;Y;&LPV23%<%B!!q~sEHbQlluCCZCf72>hOQk!)%ud2_xTfG(Wp%uF zb=KWK$t1WzM6I=H3=+Lc)2JF`Qk71k6l=@ev|wz}-9atm%8~?-(G$GHs=S$Sh0q~tJ>rB6}k>TmGk-Bxg-_rb@<-SBp2y8 zO663P8wxZcr&KGEM5mJm=Z*lTF4$}ZpGGc|t;u8t>`5(o2%O|UqAoj8;KWx_a#sV8s9VBcjN0i&We9wmpQUqaP4o1Q@#DDOP zA}cj=cq64tb|K`PhRVf~*gz&;RJ9XiTyj#w*lIM;UX$64;}%JFp;X@g7(SZNt+De3 z5(4IfjW{|2f5WW}T^HU9Kg1MRx)F7-jk^owCw!99D7fPer`|Mu*QC zJXZ{AH{3d--mKw9ojIo}wDjh~OW#)WxV*hCjH-bKZ^%t|!dvA*yK8M+joa<%MbB3#a%HPIXbe&zyRXd! z=^;G?h+e%UrWuDUZt7OqB8kHebqR3uV?5%>=+@PyQtMS!R@M%8hWhj!>~e$uC_q zDzy>}JVKR7V>PO36~@JulzNfVJ1n#is5I5G?e68n-QCTL+Yb*9?|=L4?(4^|Uq9V{ z`0)Fu4_`jrT;6~E{>P`^e!Kkq`TpkB{kLD=e|WgRd9!#nJ1hM1@$+T>Qlg4TLF%vIUa|f=id0!o&*C2;zeN zfA|=P<{qQQpTh`&gBPI!5fv~nFoN9yI78_Ilhau=AphV5h+)_XQ22*ZldPdJN@F;- zR_8uMwr3TLG`(7~dwcJ*^wl~NdM8cxODY}-eiG0ZbY`M&CS7N~LzgT>D_y+oi(VmhNe2KM)GW_8CIFy^>-b4VrR%ICF!t7 zq0tCUDJVW`e0F|3=(V|OC1ByBv0x6)H|bQ079mklX4UYS!Q~_hUv+xE*qV=?@$GB- z^V;6QY`~7T`Tn$ueB5ax9f@QYOI!14F3wMpM4WG@(`-EOdW>+xdN7EKrqZk?bOK}+ zMVc9#Sgm9Xo^&gsQ)IR}vwpu?-$`Zk0?86A(jQs5Rwi9@)77X=DA5QlD~e5tj2|#k znP^oa(@FGCW9*K9)!l3Hm0~)_x5|xfy2^#zd~JJcP~;nk-EK68&0)6AkB<9I2#p}& zomJ<@la!sS*Xp`;qo}!+;N9tV$s^a`5|vBVB58$KYVe8kRc<&$j*-Xf(J4L5PNjS> zeReUwdvklSczb*M?)K_-aeMpb`tJVz?BV6x>$mfx%iDKXSBp0uEB_?AA;?HJ^2G6!>m?(onzGFYSEEGP5AmP{$$X7|N83U#hY)b1h#0R_`cga zJw6^VF@q(@d2m5Io&>BaHPbILuq-PzxcckKT3D-gZY5ntbusH;%+^hb=vMAhMTT~{ zT^Z6K;Afjl)T-$sU9m){kc~Eb)1&Fl_ZwK4$LK61T|$>X?sU?5zUT}x=2Y_3tkuOB zUn%ENRNlWYCZa~Z>|BvW;(p4MlN&tw7bUJ&p3D-pon}7KS!&io5P90YDKC|@@1xR5HfKIld5Q*}9MZ|15o5Xj=K&{!JLlP(o=b4S|G!f`WnwA_#)u zjo^hBUU(sRBM5@X0#QUnWFfK^vJg=bk%fpXL{X82;sFm4O)w$moHR|-G|hC{X*<)I z?%6YYHs9v^=KuV%|1-O@JL%-qzP{^ypZ7WFOwmHoVT1#=n_^k`Yf0+kNHCT_&R`Cr zv{JKHa9TtDcr@;hBwKu0biQ~7d%&2$Yu9vA<0_RZ$Q5!S9}9#TI_$+DwYl;=Z3sSd zlmwL;2MM)Sr<52~Hl3$uA&}=PavxKZhxvw~sslof2H2dA=vd80hd`INKToT1{ z2?#q9TtuPYEH`kf17=cb=RP0ZAD^7;)=w*`)`EMa)Py>GEfnj!Dz4vB z$^5X#KKyW68wuq?K14CoMIdnfesnllz_IE4^5xMDMzw?a^77>3>hyRGrfzEIjdo87)% zLB9lEfb$%|t$;S5gh7aaC=J0VApHX?BV0$!4#3~gF|n9|2@IYkhE|NaCX=tJMU*RH zqoZ=kng+-XP$_6Um}&{KhB_x`Fu6)M56t$N{OiU$H|)37r?5fR@>7)Kt#cqCh!tLzC7;1 zr1Mrjh1A}fTUqlzQ9k9ppD%Xb-MqVh^ZxzEU($}W(yY`Np7xi2evMz9Z)o8`48x|) zSaIthEM%T~IN8l8msr+yOo73y?v?2k#Y*U}DX*3!#u1f<5<*5w7jMnpefr$hgt<23 z_W`9N2HQ4M&}7xaj@W2G%3n|?HH3IN(iFxEjK7K$$_#hQe#+j1Mi*iC*9 z-D;-kh|lAnOmpp5yUoM)=%6#4oitO>z^7rITdfu=$%@@G05Ws@wDa{zJGHENbHhb$ zlMy(*Rk3F~2Gql~t7>zqTm#+6b=jl@1anJh2sh5m4VFsaT0{B&Co3OpXv^=1AScFOGy2jqn*j@@c3}Hd$WJMe|~+oJv#q%eY^Yl<8t@?yZeurBR<^U3y1CV z<>lVu^7YlrON0>KEXB_J?Ed@i79!NGcDaGSzsxn8qnmfLo5lU>k0-M?KhG^1l52tp zHxM3RT>~6|z_O@8jG?58QH%x>yZRveLG==p7Vs`aJ|xf>Y1qk-Rfok3r(?pg#J#}@ zPz=mT&=Zh4Ob#7{^N2p}#08GrHOL7bh#Q$02t{3ZS&j-km0acwCa%g|zyEY|a&>!l zcYg7K=SxDF%9LV*!~4@z`<1nnNV#a>yaPVlWNHJU&{bJp zbDpERN8xxZEApvWPUI_lSH}}ZY>6c?hrJGbuS%m^%C)+!Y`W5Fg9Rqm%8*r$y5ewL zY2_-Nc`;WcYgaDqwPpvIShBcSa=W-Y*D^7dPUED|M9^ZRQ0q+^eWBIN@^C(?S6c9q z?v5M&gc@uTyAYU_>r8_6z{-+(v(T@zE%x?0xKYjg05sjEk zcv8nKR;ntvW#P!TKQd$SBw9{U$~Dk_Q+{19d7kdYEC$>2P1&rtv1)U{LARFHD7=|i zNcQrV>(9ULc~cRPgS)kCHXWDCAz|2f@`x3TGSzccR{C77SF5evyfz@jOND$0bT!k+(O;yzYhd3D+1p%ObDW zYK&?nmt#Vaa8zSkSNED2q+(ao#AMMi`L3@=?%c}W;m*$fkTK7IWCA9tef*f5@RJ2?x7cF_E zSI98dCxJ$eg^5I5h*rYUX`88IUkhZn&vuK2pcb5GWyqHf6TWUcOkfw%PisD*`imhmfP{-vdZU^O(CBVbA@t6$hQTba9MBCBJZP* z-GkY?pVH29zc1)8#>@0$-aO*71_Z6GYAj6HXz|1KSF&C{une3oQ=rA{+hhUeH&I+ON><6H!xIZ?j}x&|vuX~+c(!z;j66fJ5F{6|u{Xu6nl z2_8Vo7pZD^1DY;4j^xcad#k7!oU)LW4m<)q6~Y}dK9Ji6+06jy0#m@AW`v0d);mnX zXuAKU{@{b-LpUlssd6PGFQ!V`Uwi_~+TtWj#Ss~s6Z!FXWfohygvs8;2s z-3e)b%V8fHlzOZ3slCm)y;gOkr8ecB=TsZ^Fmlh$zJOX~Ooc4cc3HQnft6{X#haW_ zN+t=cH``Vzo&pvfwb%$z<5@5gFY$$9H31S~)@G~bk;7KdS^1U-BeO<}>-(5g-J;SM zGprF+U72r7Gj3NrVP1;+e5u&jug9{bQXnw?p%>YiHN)+8zd2|p^-AD^5qQA~%XTF# zUKFg+T*{qtJt{&;TyNyQkWKVz#w13_fsdWY2S`OygXNs-1C$>#H8vETG6)bc@ zTV@?Bj@_Hj(^avWO{Q{Tbh~1aKMT*Q?L#4$U^4M^PAXNdY<>FYUo&w{Vw2g}LN4jq zkR)f@7yI3P>zX(5eqjv5;{51kFFWcUXTH~%CA!DgP&5rZNO_fGzh~<5P5Q#-#I0n-bFQ4H8u|ho2yB2mw zUw&S+X2b64Y`4+jX?`e#0(^mw=gWmeAzn-d#DW4r7N)T3RI!X_o451R>;Z6`+47hNrLH+|M3W%}99fAz4 zAdr#cFv#h+uAqbo*b7-4W?8~i*FpvhUZc&bNb^zv353n#L;;gh$EXXSj9_IXG!XhC zAZ=h!xRIPq24sx77<2JLz}X!CD4v%qK{2Pwa@j^Q-z`Pg92q-ezmfqM?XnE4aGpC` z&YW`4#hqQR4V2>&GrMlne+6!DH>wAxNv`P7@NIYHzRbF%v^UoHyzOyNngC;$T7;}i zZHXBp)m}j!hQ)Q%%i)L|Jx#_(#Y8?GQmQn1r_MlECN=B#PhCtcC0SLl#m2t?yA1Dcl2L;`0iQ>O zY<+|I_QxH&0-@wOS4k!X#S6q}g}S%LLEicDZh80jG|=w!-GMY4aqG80PTLZXPK%Rf zV=&-PT9taeC5&fcba#9Iz^YO#mU|&O1f^RdODA(Qopg9zHSgA{RIlS63rQ|tOu_$$<&#-QoE4hAW)1U| z*ei*Zeqqwt8!dXf+h_ap!Ejh@ij&TE5?bQ^xYlen>hI4`oRkB1Z@bq?IRJ@SJpft( z3t$icWbps1kKhZaTto?BZ9~brRLEd|0DF;IX#h5c>o4AnwuRfV(;_Lww3vK>fq_X=;dNW5h_Yp>T4)E?>ujiDU z%bNA0yB)8v=;vpPq1C8y=#0^`fo*L=2gA7i>%R`pzJB}m^DiGhzrXtO=jV3&WHR2q z{p~PP>1I=RpEE%e)J}^Jy#IC~h@44jwEH!d+4)f`^LqEZDA0OupcI*Z z{rThl$6tS9)1_(eiOhjj43OKXBHdCNrE1r#E}j@AT8PRFwL|)`DagfmtLeGn`yRU5 zcr>>>QtDLF@M7HW6%p3W4@)Jw-)#1)<=L`TFBP0CSz)1)N@NC!NeycpiBbuN9K+_L zM=w@1D>flis8Si8Z;WO&elY{aHrPLIB-=u=-!J%EuTPf+bGt#@uu4L!mdrN$ja-Nd z`#JD9Iiu2Xxj!E+j&^3F>EX`oe6}1-YSYdfeC9>BkP@oZLavyuWKwA%&Ep)=pyAm_ z)M{V`nJGJP95)E*fUzKYBp#dShUl~)+5*+Zs7pu&XtfWe_&^E+V;BPgpa*2D5xt~C z>-ITqnsir1VuvBOAg~x2U~yR^O&nEAS~yxSJ`!eyho(zN@F?I1A2VX(V6#-eQkKE1 z{T9F`NN6&QHxe?~6-<+HZ>M!1IF;Yc2Gi4!q1sGB@D=rmk!-G!hzNcsh3J^zc2mK` zvW(b`L?|0L1_`DVFc>X~jEv^wmGyTsqt4+q(~E;zE@0&5Ro+jF-#yb%cJ*Vr#C-VD ztje_kDI9mAF?WGZgzTo~f<^L?#?v*0W7Lm1lTeJ>xRfhg4jIkP6kF&`HFm!@8$koG zW?DNlP>B)e%JR8f#LX}3`F#IOq?p}IV$-d5x^f#&wGlDE z+9OMSSD1+}%>juPmP~~vF9<}r0q589WZatWj1P7h7hg$wn8m*1u}+EULv3{E3`V_1 zZ8ALx+%TRyQ?g0rn}+F6-~RQ}tWA{dxueV3WCEkuy+J+gX)Qq}c;*7!?~}ob2$qK}>|^7d%Km zkSQk)nO@571gFJ~zmU^Mj6QUJB>3Vnjtn&bt$?zim3Yt>|5vSsT7`WqN){za!i>>{ zp{^wPQ3&L5TTR~O8gekfSwO{FC?c4ES`KrELvOXia))eaU>K9UN<Ut73OH;Z2pp~=+GLG`h<=<8_ z#tb+Mxqz#y#W>sS>mu38CtM{QF) zoh;UM3bwxJfvpHbFgPnAm&2PbdSk50U0(!b;#nb~(tFMAjKLQ7%VtNg^(unuZZ~K4 zW*WOgUJ52?Nv1No?sMaIxf-N$0{VJr=WLql9*?nKiu_XtlAV~fkT2F1B(Vk$AcZZb zlFuRMlRj_L8UN9IaWx%s`j&>U1NxlBF}_7R_}@Ywxx zNSCn0ayf%H#I)H(ao#JW)5wTOd7nO02Nkf?ifWGd?_d(Glv=XGT|vLD@OnJzQ!e}1 ztXE~kILD;BvuUlvEerG`lR_`SGe2Le2oNYWxO`^{v&V2|;MHjyAAWBO2XRdl>r7Hb z!xPVJ9C}#q%IW7<|F~C_+TMJ{H2?FjoAW}(lNZD?#QC*^Kv%9>W)ss571FtFkq>iO zv%BQcI(jBUJQw8(Nq8So16Y;#wV?UvA{INyno%$8vMeqz3G7}261V}g25cV8vVOB4 z>lYed06Ya4o>~H!6i5*RGbbYf*8B&xju-M>TqMYHhS8QFWRMSeZNxDT;xy3Bp-v|U z2~ZcXl6g&N*e<%|gMS(RUS}~Io!(fY_v)Tb zCn}>+xl=`zG?q9;fA@slJ1sZj%Jk&C-l-UAM^s3w%*GKls-_h74QhU}7{gGxQ1!dB zqja<0Y#ilv3LBDf^R;}kkjk8NdQHLEVEZ~{G%bFf$jusW=i;ogq2AIdm6BZhc-Q`% zefx1yJQMoHwHH`ne*#f|_3chuilN674kt5RzMvq?qDDRX{0uh~LA`0cH%IA_15 zl2_JvTcB}-*{SMFW?`x0lh60Q{_u5XsEJWN<6Qo6`^en8`~3CyZ$JIx&wnE2_~u8r z@Z0>NzvLYcxVkSku_6iwBO~Z4NG^sX9b5r7{E&?>Ok=!`~~uH3H=7B89^HWT~t3>R9FA__Wu6%!*Ab?<8l60qEd5-O2QV(lrwBTV`Ke+ zOhH=BZA$oHETC|=29ts4S5gh9CoxFS@>PKfrz=ITu!9^`tu!3<_`B6Dy;p$Vr=GRx zH4d$dig)nriv{&Mg)<-bM%i$UrSG$*?`h%;Q+@kkz z={N#=XP0-@+KX(a6Qs;nI}xMDACDQG?pT;JoSffAgKlv$j?da2N01Rd3}gJx&UyLN zJTzzwR&{2!yn8te6@0M#$5c3hS>MihDJVDjyENh7*AnS^JGrv`$6sG2rR-={{whSo zo5`CXd&E7@0Qi4q>hAWNm=g}*ujmb0rJ=mg$+^21ZC>o!6CVGXEJpwQL83&?Q|oS; z*AW9T^=50rBSCok{kO3&Om_M!!7Y{XY4rHAIjRn_iLq#qX)(U)SU$z`VmP@7GKJ>L zn$H_xE439jYx_qlcyA3xXqR9!(`=OTb1iSwsTKccJUmG32|hlCU?hF+^62&b@3-&X zfBpFW&ByUx>uOr{hqrg4||K(h*^~2{=};eG4@6ZK$DjQn0fG2hK~|{ zim?FFU?c%U$>%};MYr{u@ZZ5d!;g+k#Fpr-P$$@szXDS*Qf4@h!I2B|Cq6pib^#W{ zB!CMA@foq>Bu0$wz`p@00b*jbUGO5&pUoz>&Iy0P?7*M}!b@~%#FP(rWq@NA6;gNH zNH4_4C-W|54UD^fc!rRf8Z$0=#o;^wbgc5h_h=8+iEIphdHt#*T-Y%AyW2CjIPKNO zJ69z>k6|n>;~N$=S97xgXCavFW$>+g6%fD2T&cJR%V*HNF{s(o^+L|y{q6En+;CXg z$4_mORLVyAECyw2vSs!233EWtR5XvH!MA^W`SGma1<}TC-16?nG)SqjgyU>J?T_Pw z%sRWG-r!UmzCS)=g~d>S*Fr;@&lMgC^QhFLae65$jGJgzEW}8R(biz*xXPyz{%~}0 zw|{W9d|4FpD{Dw$-Sk}lcv&!~IhU_{R2mIujeR=ijGENzsiAyDuCT^7Oj*CCDE#m3 zeRO!(HbpvV>fK+9V`^ns1chSYk@{^y9SO9Cv>3wOPa%WLmWhc74ZkdCdn{2YH`U)$ zf7g@WZ%QAj^E1k=g-5Mqvpk}7en%y0l?Lnd=cLK;on}K349&zrZ_mrV5sX_31l;QN zuyf3gg!F>1Xe+l3yMqmgjbjhaUijE1ng!EYY`$%i7bqt)WcjDgVw z8Y~7{(7!Mp5ZK9M_1oZ;fNJ&OO+Nh3il_=A*+t{?keb0%fg<(5UgSZ4{?I2;#H6c| zcuDx^n;cra9EgGp_!p4@gT;WKnxSRTqw_pJnsfq z_ZHo8U+4~|;-poH8PaK;4B3@-%280n@}@1=HhI&T1eLxy&25|Eh&?o_Ho-fAV5=!;}3> zUQh|Rd0MGb;?>o1$77;ePb(Pt+CQ#Up9#X_gq1mH&!@BW@w^{+Ce>~t zEbz&*wYZSXi#?sZdOCHuSl>+e{m1(cZ%^lg(OxOQ>~v$Deyz*hbnE`+qF@hOBIDf1 zS%`+JI}x$|?Toz2=rp;Y#e@_-%i1<0VR)8 zCx63z)JJUcuuB1#0_uRWMZM}>aKOV*is2W7>jUP6z6&!1EkdfGn@9PXrJ24I9wA&N?LpTWgsws)=% zUS~={h@E_H?7bl|*sO&lqN~$ByDL@}{e!-%5Jk9viRKo^@9qU}E!*pt8`~v~#-dWI zBkvlLz0UqkuYKUmPs3)vE6zv8O4tw{2jezh{^B*CX^+HYBr;kg4Jt~x9%^jJRy8t> zQKQkYLK24ij^h7#4N_|D`QXdPS?B!CE1~vHI^>^7HS1d4c5uaBK0Dic-D_0x4VUa^ ze#N?Se1AEp*6KnHjyG#2m2pG8^UmnUZ%aQDs0~i%dS5)elQS~BQxVHZf5^#MZ?+P>mD<1(GFlK-(fzJkf42NU9{H)IEr|ioq ze4_PX+R2Rsk6V>luAc0z^X7Vae10%LfMz1FTl9Ih&qX%bOhx&iI_A+i?$~T6 zaIm)|fz(E9Xc;MJ3vh@Hg;+l3@m<{9-S>okB2exblH;}@Hrw@L7S65XgXL`Jq*^)_ ziplW2=m)#HQtUP3p*DOCD)nin+1&?ysW)G?>y1_?U7Y22&qtTrA5L%Ug=%*+!7sKi zmY0i*(!AA3uzr@T!yc+!3L3;?x3Ji$(YwowLpEKsstDX8ZZDBen0&S1OMZ>UdTmp$N>|=~>hQwOI8nd<_Hn>&dHl}V z%fFrbDyw!2l7wL|(r&ESe)*5muobngNdEJmkB8S^zh3|No)HUMn<}MRUe!py>zv;3 z?rb?(zDymy(R?R=Lf^eLM?K+nu@}%vhL$=UUlrrI?*x3MRXk-7c*>mwsQ% zEO)Ow-+gD(80~JII%rqw@Z7Wzdq%(35c52g8G;m0`-n=n6L*6bXvgLZL+y@D?dK=)G_O z519S1$#LT#O95BKs0pdN)rZB2&>RUd4D}1gQa7?Hv8CCygk3}6ga4Aj5v2(W6AT0p z6BFxMV8FOgzyr-p{CE`Au7;T6kZA+26P$;M3iH298F^ul+Xh~6cutrd9wQ{ir0bIE zMe(9P+pMJ7S-cJ(D?F& zMmEwMG|FNj-RTt@r5z-#Hwzue#7E;nr#=z~S-w!OR+A7TB)loSOQL`>P8RdoNFvwc za}44&Q*6H6L~3Qk5vO9F2wXIx4n_O6RN5;KQ>CM$WuM1IP#?3+Uhxdg=2%Cct#n%L z=D+^)@83Uty*S?!e*5_Kr(cV$H@D@uB6`-J&j2G9mP!AnT(-ZQj~j`-Z07d!y=V>h zQ^m!nzgH?*KMTJ)&vk?Psky=a_0`~h?$B>a?wi$a1M0BWHe}Bf>}ZsmmWb>zO?l*U zP0#=Gc=qGo>NB<6=IDm#0Ij@FXCo4+Tq4s*eV=pQyfCdAY}+@y#^m5an-ZJ+(TZ_7 z=-#rSb%jZ$l~^tEtt|)?RO?c?4D1JAHp+6_rl%6KR=K6rX|eYhfT`IkDYSy({;M~g z{BB=JMJ6yBH$px}%oEW}(afB9+JlUR_KCb4ybX&Qwsv?T;g@Yb8)bB(CcUU>xV2$R zL#d#ff*6Co>>?wC6;@AnbYB>mc>xPRZBD!y$n;5uRurWPf(VQQX!hvsWacHVH5LkA zqL+kJ!O8~~HmFd8i9Opgz(5*PGiCw8ssRjwUjmRo(kEbRj{giQarpJ&#YScw{OMqH zz}$=15B^2CL9SLx6$pXTEk`g7FZOH2PF`bGxZRvprs}3pp_{8RPd*lnC1Siv8xba{ z%nZpjR4QXJhQkqihj;liUM7&B!&HR!IRg=&+ZOiwVs>xTAM`ND(xaVTCgk@-+)=C7 zNn4S{7fay9`7+!zC8*_TxZVDg81;5=e z6>tUd^a|q-fsTZNR%ev=M*~qmZPA8a*19_#;&ESywZ|%u28!M&-Hb&B#}&^Xn_Wd}!q+Zzj`Y zAv2p*!{3F9lahw(#BB!XWSwqG=L)9M46|oLo|e;Kh}aCo71yqD=)H_bkr|!-uss|t z26;Gn!#=@5N*Bo^pay`n4S6D_Sfsk+ln^wzVLf6u;J5=Q0fpm1Z+5%fR?6Xnl?8<{ z7va-(^kA6cBAFLDbW}VBT5|8j-KrR0>Tn5@Y$j-98A-3KY}lVkyPC8 zPKA9Av|7psnpW7yBz<9TD1fvwecc+Foh_$y`r>kLrxVMsTa1=eo8bf7(1f+}g(|0z znq;!oO*e093k*N0HgMXHBSTsT5w<7F;o=X4OQBUsfe(|nTVc&C+0t*BSF@q=>{QIB z)0yyTspwLzD9jO7xnYuOWO}U~y^(TmZsrasg&Q8xFhyCIJz z*8NP?m=WwIAAS{X^j0@OTf&be z3P`8l;I;eF4q**RkOkbjP;Le7$HcVlQxRq4*(1Rf6>b= zUU`GX8^~=KQw5nR?3A9YW)?EtlCPEA(m<$0|Hc;sVg$h#$f!fMO*CV>@Jq|H$}a~O zC*qqU(dgJeo^^BWph-s(Xw9I7rhdBJ>n@YD`B=Bb9@B}|WIU|e&i0Ocv7FjLdpLiV ziKVl-ERzIJF~Mg9nny-RrT|l}9G6UFQpp6-4)Sb1!LeLC3m-c_S1fSp1n-N3|IdWE zSdkBUQ-x$M3m3*jGREi1nG}l1?&iyxLfC5yViCq~7nmOoYcN?K6l2+14bdgAFpJo- zZpzO@+&;=dGp3kMDW0927Ma08YjIRkAsNJGDDiyjfSNlu1#NF+h*h!ri=eHM9uvZUGI-t6;lRvNNdi#61a_c#j_i~Hd zw{@4hG+K=HD&MD>?TNac%SNd2t9FyGT?8LHLbmjOM)o_?vU1R#^2fiHSLGT#Q}B*Q z%bh6F4X8BDGWDIL&CX`n>TX15cHsVEHtIqNqcg|%uHO$A+rt>FB9YEXumBVpDi_nL z%K}qe1BLENyc%&{CD84I9Su4x$w9?q8wR#`jyp}*)v!5HPCpDH3EL3x6@@b!UJBYE zMhP4>$RdS*;K#$13Wg%-$b@}_=QgoBp5v(O&Q+LWMXw}iAgigZCJQ~ zCg9ibp$wq>VzNbXL;r*014`Cz#LrR4=+qCb_F-285`j7{f57*V&N<$T`>$Vjd{_ef zc6leR)A|66SX9fJaBy;V|MT4LnAsHcrOO8k=>>^Xa`6xtkZjZ&414{)C>Kd?g&YwV6zzVEKh4mzg)g>JJXPd!V;?-<;=*u5 z_+q^U@f?kaF`+9&>&=)C3TQ7Z)jU`$1K5@0p-hlV$9#c!vf){mS`E!DttHB3uzph( zdklx)limGkIM7)&~yx3gT#(b&_KO06w3KwoWoy8Zjx{b43w$?z}W3flTK z8`}rQsPdhn=1}xqlM>_^zXm_u1Z3#u*YYurE1&XtAEq<+WkBuRUMxp6HcR0 z8rKYxxc+(Tm0v6w}0l9htK<$dmrzs;>m~4vpT$bXQJG`%+;^|c^3}| zCtp6zn}-+gkDfeLAWN(6+rP-xh5g&y3)n+0f4ebV+pb3`zd`Z&$YS#NicQYJ=8l&2 zbTn)&_<8Si$CgwdN*I3@ z@XCd+0-VUuXvt)X=eiZxJ;2xewF( zMws$g)pCcB(y4K{w)tIRu2cJXUrFR+ssy6yBgirhG|mK&?Ho~LY~?G-On@FIy}l3y z3>!9+UQnhvIvy;gX{l~Ak#TNO(@sIGv)Pi65L&y1R#IHF#h3FdK9E0qe>R|#`PtI- z)UM(JC4a418eQKk%1E!BXDrpX;c`$#qvZnFHWGLRFGN>JudrFtF{fFQ%F=Z{9!YII z*-*K1-j0xwy8<{sM|Mx=W2(Nl+u0WLv`%YPbZ$la{AR!;`lYGdppEEkkM2HS9);I* zDz$uFZ%eZO4p!Zzpfjx4Quu_~&ZGw3?{JvvuAp?|3eYKFVC0I7dT!;RG}8)*Nx5>b z8PA7Ia;aLWQX0250)y{X^}|9sofwSHG z=dXv&a%~}`EL@lm?e~<9C>Qr77$2OCW+6b(b?53Sb1V z*pWE`^p`Mg0J2%FKHSF$e-KW%M1zBF`@n$2sST=LGTjmeB#4kWN|>>ysR^o!vLh9V zxmM5C6c~n)0HAXkL&Qpl2-7gl;tGrwOdLrtG7ttYo)={5wHf}qs{z6QjN!DF-$Sub z81e6g`F~_aYQ{v6{Rx9x~r0nHLJFT)&gM;FzFmC5ww>|8!mV#?> zb*?E}sYOD2r`22(qTPT$5w1^nlMyR?7)_1k`6Lq;m*XWw7*3s89p8` zSlF%fYU+$|y!K4GrCNQVHf{zN{-6r-R2kg)p3HkYz1e`$yCR6OUULt%a+%SfU$?Gv zqq;ZI;tJK&fP*=!OC|&(Cg2HMvMom{)lFyMdXo!fH>kx}sJe7p+NUe(kMn4(^W#q+ z(xb(}=c+EZ*UX;$c2SLOR~IkuKm2(8(x;nDEQB-=lhFu9fGJk^z$JND1e*q> zOf5p&@Q6W+f-SeDTIwdN9*6mhHEJ)TBxj>u>Sa2>kGPnDS?>NAZ%_>xmrr7aC+p>sCE{X6-xe#G0gRYK{-2 zdbK9ZoDb`&r*W~hh?(SNC;_TrFYB-v*~@9o85N8=MR8upWJ}%o@m`Lx1OrSkYC+_! z4Z7vfq*c2N*z$pmqStV?FV=F&<}JMzU^b1||C@W|Bwp;ZQY)v8b_;o7In zonO8YebpdcZ(Q%|%3uET?`0Gbehu+R%`b+3rs`!E&xD0 z0Av_Wfb!a{wa>IEoHMJ*;%_!piVO=@XV#>0=>thmI~>&k!roW)DN!VZ>`9P4rgW8uS{rC9GwhM6w^ROK?5Eg*ys zFN^0k?Nj|-X3Oo+3*1wMs~F)&e6-FyHd{2CDXWgNCC*Ege!V63g%^+cQR1kibgVhv z9m&)R2_hZF$D{Uie4N};bK@wqxz4J~+Ipcu_ImdI?G@7Ih1ABA=g&4Af?$sbcEeBq z_s0(cKl=Ld>qoDzdGO_M)zJ?uFTcIZLt_JO+Rj4kwGx}pR0^3HXAHXrwA8D^RZxD_ zp^Mp}D6)n2^r{o5J3HfKtW-bT7MDVyI2A&*S3ByOW0%RP>?6F>o;`J{ZYv6(1! z2xKs{XgDm8V#f@CTd}7kd&pM-O990RU;^G_1eO4)_kpHE01PskJp3Rd1G+My_X6H~ z=)I-Sj4H@sU*vtf#vEV18Wr(yhZl`8n$cuiY%=B5P+psr>C|$p#l@Nma3H}3V$8Yx%&+%f?TC={p&z;)jhV%h7D78b)nx_?-)+37%GdbSW-m(^Nprc=u>zuVKZle|7= zR*7BC*9Ewp zYOO*^&l}_McE`H8Y2RxZ*Ol6&c)9nTa#R1z)#!vvdAsPcZ^}Kkt+?oLH8Y?8_`leF zK2o`#R@JHfvxA+=I#uF(;y=FDGOoev_g8n9`wN&mtWi>hRb!Q_?b`Jh^~KhzTKOV4 z7TZ}NC)P&0^J+29$I@bE{$V?dgHApXVls4(v3Xr|oC}4+upI?kTMxCe(GN$YpWjSo zBd{lhwAs0#+`#w0so1h=^$MMqEbrtDj2{Gp1yf89k_jpmmkKOGMv~Htf#9K$l1@uT zTU0kH6gaTkL(p1uRv@|%niKHArz4md;fiBY#e){Lix&hsC0xkRj~_~q^xy}taveIg z&IcOi!vbdVRTQX8Gw~I{!iUaG>YeD=;6jFX1zQq?9h5J=X7ZKb*kQm)4d59O&VzMP z{K%TzVVBI+kObBK+|94Y2S@uErCBF;I%M1)9|v>L0*~q}4aqcvAY?Yp?q4KKu3tlN zxRgDmrYDoAT8ATp8ZtQ3dSsMJ76*gib8v}es(9e?+w|b9JNeMFJgvr_cF(6TX_G{$ zlSjV()pg#TosPGp4yxDibzbuAVBCM~O;iT%r;kioG4>2vCYf*;^e$f?PY=(s974D@ygdtO68`& zTVLojO1T_nikte!oxA%LgT@5YSh&?7Q%|Sea%?$P<;r|*e*VW!P(IJ4r@VAcDJf^Sw%{#gVO+9JVv27|#N)PBccma4&B~kWxj=c*J-iqF zd-gKT?pe!lZWLPhOBgn|pZ~f)eR*~FY|F^XSdKup7!$0Oe@2=!6doI|0pLh)euu03(op!%>3#A5bdb1Rxin zYhtDZP6kvBI0K}<U zF>CEM8%{HJGuy=lg)1&U-M;zdR{?Zn3qq}{H>ZNhMa*41HzMt855^_yb6 zukrWaeB|)rcA3a=m4TQ71p=l_+>tO4XZbvg$NSl0Fke@^HW6&ohC zRxW|}@#@CP%IM!KD@KFNBGJnA5-5sP@Q+c+)RKAc>&z6+XpAe*pSW|WVl0+S#oMTE ztptRH`(O7D54yf5O07;~z`JTCMq0N96FUgjZN6xCVuW;caNI5RPM1hO36n6;hLKrVeh#H}Qp>=`< z2EGDp8*xLhI^1ALdN3*Y$&mqM8$7tddB6~Y#C8h_o3y|Z1n=@+0})i4nb3E!$Pt(T z<&IiLaU&oFXo3!wGX(-mkXaXvn@qJ2#SUbb$bN~44WHMDO9%nqz{4T4E-77DOA|1| zZYxcTyby~;Dj7N)$`!Je+2O@B66Cp%Cmaj8%AzO>f zHMl9DLyOr7G&Djf+3IF1I~8vPmS34fe!zobRj(8Z$#l-od05a$i&WSU0@Hmq+uafS zz1>=fpv37aU#tpA5#|Hk#dz4?-JN*>fq+w4@|Of;;-oS{X(%+g=W4Y=zq$@ThG#2g zRrgo#ibS)iRH)XqYpPB4hC&J%qhe)c`OCYMI9rXFnm_$5VDgW{5;vYZmwF@5>t(V)@V6<7?DJGD2 z$;C4~m%`qkO>(|yFdrAJXH{o9K?MrwaLA_yfezyvtg_H59XgqvidoERD&q%Snhr%= zLAYi!#{PT1N{8tHE!Kl|9}jx7%?O<$re7dg6eQ*VZ?%*aC?|nyQFI8YLEI%|>7bS( zP#QO2%oD&X2&P48NQ5v_tWdguj1kK~venE8b4OPNu=X(UqU)lOKFBRe6UP9Jc@+>E zMuRoxCZ@&7A43D`8sILBHo$dJpT-{bLw zy%BfF74o~h9`Ml|@Pl{yO_2Z-qdhdBgLEzz4km?|&+84jm?Ucrz{WPjg<{D}GA|?; zHdstWqhVNMmt&rJht3JZt7T`r?3S}xhDqg0xneu318VAty5hAAzQeH3>&TR2l*b*V zEGdsS5NB8}YD$gDMvXgCVk6OB1Q&8AMdu<=<#24&7l_avmoeO%*N2sMqa*Z0fo6xL zEDgtvVkRL7Hbp11Oo-)mY=>kGlHi=BzW`qFNs(6vhwQZ4<9f4JGV#O#h?){8TraQ8Aue;1ql0bH&4Yv zH17}lLSf#rE6Qyty-wqm%oDCamS@wcQo6wK z#UftbxlhUUch0tSnnju=_trs8JrBMSQx0U&lO69LJqH|%QY7z zm|_%Ld3Pk0fCs-L774jM&ACq(pzz9#3gwVGQFc<4D$hp?v@6Q+w9yS$O{Y@-!Z~X) zG%s#<64^nL6RXY3yop9&V3^JDg*2CjuiUg9?B)b6n`?Tj*;3H`L1N|xAM zJRRZuMb;N|RW6SwAKzMdm&S*wPwGNlbI{tr(peVg1oENYm2&ou+c&}c`<=9+vb~GB+dg)?{c7#1%+-1WQ8-t~r=#9cS zfTsO0H30nv8BZ2SX7z}gMuZ;bQ!HFYcz2Q8|AQqc=EFz)dyN8Bi?52*4lWhwl<1Q{ zwxDT11Pb;iLINjE86N$(`=S@4B+22{5{u$Vjy?@b4}iLu7@&&)yo+~7KpNTV$g`h( zWc(iyrX$1$GX+2ad^+%b&@C||nBB@CzAyrE!SD&tn+ZE0DP6n|ULx>#!U#eld!UlA zqV9nwKzafA0l*)KI2g&nsf3**MaD$k0(*cq=egxQoK-~#`(SLtHXoy5jeLhjY)5iM=CHd61t+06l(Lk z4?leRcv$3fua7E_V#TnV_uIW$G1j2-nBQya?vebk#0R zQK@Nvda*pH%H{apDL{vni5RpO@6)6;B$X`r?2}!5_rn}RbbWgUo zd%LHnr)PI&clP`3x8MApH#0NcoiRpjJ$2saJm)#j@j|=h^zbx6$#yRj6}RJw{K@|9 z)vK3(`SSaJe|z_j-`{RS*SXb1qOB_G%f~&q28W{_Y*&C9!wdhTc+?OdD-kN5K&Svm z@(5k0kHOK3K^`J1WIc4)>SvG^k&9huV8Iv6CD={r4`v$%Dam3qfy56;TO?$7fCcbC znC^9ka419jjL1SPMKu*Qf1DGq!7hxYznDL^ajF3frhg1s4LDDjsX9!9XxCH7F z`HdY2m|zcNbn*{6#YoS70XsL`%2g_vNM}l!crsgzr;_<>B3y}NBAHkzn}{Tnsdyrr zK{?K!{hTASTcRJ;gI_W08L2L=Y-z<`iB_q*jEE0?DC|jpb zUtixHBsKa$J$rfibmw3!SI00?4`cg{D;|t8 z@>$KB4xc!RBXzIIui~P&@n$>ASVW!2yyiRj`0iHS`TQtib7ppPQ>b&6;7&$W@)L%~X`KP?mL*2@ql#dQYw(@m82p zE-g>z*~!_Ce$DM5Eev!$%?wTJO%?;ixa@+Fv*4s;aERk(iYLC`<_sV3;+hYYQ@c;D z-@g0u`FVttP&!W6Q3>(rwig$Z#q0)Sc}NdWoJ-~cC?5kVXWyM}QG z+y~88Tm^Qo-*d0k!K@|tSfoi13q-(x+zt@~A_>#(kb)sMf@C0D)e)G0rerMbzJ&(2 z2DcEUFu)Fiz%L*gkwx#bt{b2jHaY;a;0=IwNz(%Hk2EX%8M*`n6LuNZ9rO%{Xhb-n zdGVAWkntwiJ7)opHwfWM0=o?SUMOrMQHL|?iv+@fI8LWPAQ^?mI2=uQ0g!OuIcUSBeu@ z;x%M-n96qBFmY`*hj10G6sv`FG8u~b(zSA`GAJjwd@tgOCR^p0BQ>25Ci|UIwp7~7 zi}ks$RF<2wLJB-aO@^!IR=o}rj`YLlLhtnI@x^?8bgZT53J`Nn& zHn`Akaz=wjP%oZ7d-~aq@a6Ie|ChMI6TIU%3!^SN$ zywk8i1nMi$Om;i`d>uTOgsWZ0jVz32DWV!%fDtwfawm|3gp}t18i33O=D|S04i42n zqIbP@9$061LF7%gRbH?f9h9B89a||ZBt_Okszm@35eg(0Q&?KFRpk3y&9iA@b-7$>$dy{Nl4<7}a=B11S5YE2x;cgqMJrigkf2YHA@xE*C3nX?b+Ws)J)0u_ zswGnT4YtQ=cdg4Vo0s(~t4r#@_8ly}^fsezbvbd|&jw~ka;x34v*qEU?F&~FrCe-; z79Unl#{HA;?|yuDbJ)uY@l0T2dD)`7)VOR>yNeZgkd}go(Y}tp`rDVUH_rwW4{c-Y z>7XY|>&?+rB|}?$f$Gm$_#iA!(FM48(Hr-d%vzIPPi?<{cJgY^zAT+}zFAohUwp?{ zUo?2F;lc2%$TI$@C`kF9WB+O8SP_tDMS(Ii*ixxo<+VjEt*18xCIRUSwh1tl)#S8M zn5q;VAu})0Le6DjXatVnqu^0!fq;;)yTZW$K3fPwyfnE1e3l?!ISz6X*84C`MU6@} zzs-eRXowcnK~Ugei!?|EAM50hMzK*E%SoXTBf3FEfrk=8ufQ{*mtdv+31QXei6c{{ zIx*BL1%Lwdy#hh(Z6Gu+qJtnyGNz7y;aG=}GqT7MAx4N^G!KaW3&HAggs@kN#3?Mt zNk>A&{#C>>*;mN|K9IIAh%B@@$b|rT7NNF~K=Im~9wK@N?f}Gai&&`*N&&hX1S_7C zG$)7}2aPpch`0qn9=HK760Z$;8qw=$U%i}}j5Mr;Aoo8n^Kg7}rqyl`rT+r80nCT z-DJ5)K9Mc7-R{A|VJ8%vspF(4sy5Y89lkGdZ!{7s6v|+OvHhbrm(_eEmbC^Na>NFO zzcZ5Bt^0A};A~{wEQ@{Ya@>)u9zK*~aj2+5iADq0OFbPweZvJDmHM=p40ZOD5Ei>R zxh!Gw`4FoH>{f@6D#aqzw8V3%H(%er|C-U5?apo_(u_rY46s2Y7Y}9^!RdQpRkG#6 zw2rq2A&1m_w+cROC1uxt{rncKr`oVV=P# zfaPWNXkO{Hp1j)}fZ+lJ6I^flLi`E4frOoEv^Z8 z@FSHA7|tM;ji5bzB9w{ugaP6olgLQ8xE6>^lE`-jgfXr%Fuc(F;9Md37r7a^7l|4P z7hhpKsd4kln~3Lq*bD9&zU$16X9tfD)lu`^m%F(?SxZr&3&Nx`{XgKZ;Wzwa3A4=IFd~Q9x{-G>iyuEq-v{^ZQa)jBn z%j$e**VC38uEt`x3$wSK(PXYvChEM~R=Vw*)A`#sa1?uVJ)e(;8?Ip9uy;8)U9=LC zcQ?Z^n57NJNWaKoE`Wl%`{_ye{3hS8h7yU45XwFw8|Aa1l5hJUlD^xqJ5te<6lu+D z;T}NE{=mAaS^RqYzQ9(h)HoLoGOLVe=a#Zoy;i}A=&~Dva{1xSBySaH0AUli!Ry&o zr#iA~c?Nw&J;zoAodrD#VJm?j}--*Z_(NjY_<5oN{A`b01SU#iCfrA>HF^aPLxJIJoi3dM1Gsi7xClk8` zM1B}V9-^8wpmEg@iyZtQ04`oJzyYQzh!X?m;lY?8m?hMI=t2-!LIN0*6i$cyX6~<) zIw{-As(E%WeMdGGEi&U790xypV2Th8iy95zy7;i@KL7CtP@-I^H&x6lu2421MZL*l zJ5k-bs0Y;IyC1X~_4?%S>iMiubcEp_)^N;KW$}7GJJ}x;Tm9?HtE*?4!E}BSb*FZ( zo{npURs(Kcg8^(Ehssv3md#?tcCuDix{02m&Sp19i>s4jV?N*AKAfw)7mwdHEgT$?vg!BDAp7;bG+zf^4UziR!KB!9VQ)(OQS`6Z(2^<9BK|58F?`j&~3PA z(d4{&_vyorA8x+?>k$ra&gu7Zckg8{D;tGPsim;#%YrXnipzco8JDMD-`=Qq7iq7i z`TM7Tn1#-b{&wUrn|1W2tfrJHLpPjq3=0m5d*##PxEcH94HhgjvoRK%*}Of|01TMm zkh0<2uVUuM#G1S)B%NzU?5pxL0-F{a1^ukWuJfUma`4#cjE^fBv*O4EP7UblQ6L51 zA_<9tgTu^Mlu!+Nbu`0n0E8yMfCGsY`3ca#O}Wxo6^ufQ$ahhid2PTUlEgUS-;Vuy zl#AAjSW4-zf+=KJh6msdqxFtvy- zL?t0@qd4gAEk(edkro}~W0=>$Jz(OACnd5Q2qNH&3lxD~1``2zATk}0!1x6PI`9H$ z7XmntzX4wnszf142JZnF0Pyc$0(c3sGMlWDN7V*WoD^!P(j30_51n{D5Ry_C)9zkQ zT|9oac&d7KFB7fgWi1o6yG`uY*|2=rQ+9F=adcH-dl=uY^zs^->0mh+ix#+{(tq~o{N>B%YNK699KE}_(lo~NNzxLWpFNw_TCMh| zKWT@H!*;9Ct+jhfyirYtVVvDiVgK6g*ZT^DXv%D~y;qLH3br91z%+k~hTGxUybo1v zD;$fZGnI6<-QUGN0Mc3Ugc7aZ{yZ#To#D+c*1Fj2dueDs1i=*##8csHAoG|1ynp}k z)1mzSx>w~aeuqB!*So_YTMVoI`R`55(d)bi)>2r++nIVs|NLw4-4A0~lYIN-%U`#c zy&vW2Sht~t7qtBF`K$ek(pbD~wB%lCGA=77TY!e3!D?Yi?ll-fy>-jFVUyOQ7uPQ% zUNBmj+#Xib9@=6v_`@~>L!r@ThTG zNX2d_%ON3y^Z`8$vP6xjblom8se=@W0`0!w!(~ChaEP=#fSD2OWYP@&4+vqG1P2~e zVBkIQH3XW#4Y)W6#fzY|mc=Y(_A>iT zYu*gx5|KvS=P*_O`0sE2Zfz);3}$(jOe#vZCn2W>TUYzVs&DOqYgcu#Y~=F&ufJct zRks#zQT-n`W0ic|t4yj-UtTUA9gXDBRpR-NZ<=&UJ(^8@V%l7K+3zZHr9U1_5!R`E zDwZuOGQjR|(y4-S8_Gp>_hNUuU7Q|Gjv!CPG8>2>Ft@f17J3gIl9R?Wbg{?d-k?z# zH|1VaE@mr*QZ3c44{IU8(?2=dI_L%i;k~#4xiYYZGN8Le+9n`?}d+ z)>-ViR=W|=>(IWF%x2MS5fIQ;#v6{tLe2<-;}Sd2!9LJVH2YB63l5P7ZHownjTfk$Cib7p%`t_NV+7uB7jLzgam4brW_-bfU+b>0vwa% zhp}B${t+DQK_p&GSOJ!jX$jIZK=lP~7tM}8v4R(}F_@nD@0X(>I;R09rxXF1BAscAC?6ci!z@-wyId1Ezix zE7e6aoFD8@azTOH`_Io`pT z)e8H9$#{5p$_1+txRDli2f27MQ{8*iE1pezdnZq>clxttr#b0i%|R30rDADt@Gw_N zmE+}VHWjU4KMEX;JMCD#&`?_VH2v8+R6TN>ixvHw4%R7JTaVDD!hp@RGe3Xy;tJLx zpX7s2|M=}6fB*8~#ns0jzyAF0!(Y@*^>6cVDO5{j%cENS=I@{C-yIY*M(yXR zye8Ud41`e@#>D!n>o%)swV4?$1CEEWa=gG=dEUk1aOWTpz-Dt1JFFZcMKsuw&1rK| z4sm&NxYwefmj>a$2^7MXb`kyo)tG~&8IH&1CEy|`QFNnxZ;7|LKb4^C(FU&)|3ASUrzz>qs>W|PJ+1iVn< zfJgvohK@1#1kQyeKA4$@2M(?q{4j}2lz61A;G_Jwn0zo?0?mao%z^Sr3`-#riT8{G zDiHh-K{m*-kcr{R5v_P)@P4>-03m=E$Ra9`+PDW2GDJKsXYacFuMdBF|Neje`}tpg z!;5D_*?^x5Jnh5+tUXq+v-a&VT2!sTsmaDk*U{8Wie!iLomszmJn-ioQD^+|peyI| z_1($*?C5Cw;PIkU+ZtpiCYOQftMb;xK9n(76bglye4^A^)83@X=*?QTJ)I7#l;7l} z4V$A6&tE)0m~ZcGqaGJxUW@avVG=iaonLNu>X8&0(#^6X?vJw<6Uu^_C8vOeWskNo z+k(S{4RK$wDOI7?(5K7Z=aR^U^wFbBl~Rs4V12 zE9Qw`{rXYe9^1Ki08n7%u)8bL2EW|Pb3DDFD0D~W>>n?O+rNHF%C4GGjK@RUez z)Xvb$EWkX6wb*DD0SxGXz69+=vE{VsSM-8q)uqHnN+wi;Js^5QM09{d9=MaNCG&G( zF@z2Pz%=S1+=`PQfYbv~7_2_fu!VD#PyMTH!UXu_~1 zq6+~E^mz|;F>r}dGQ=v8rV&;S4K!d{E{tOVI(H;;JQY09FinN=b;uonegSYWOaYw^ z=>nr>BT$L7A&_+eenIix;{|+uZ__}OWTdUpy1o7V%OAgd_~nnQueX7S-t6(Bj!iDA z?tqRL5>yL2#vToj!%Z@g2o(2|tJ#XZY2Cb({}jEtpY*m_yX#iG^n)%RC_z5Z!39CnA} z$5+FAVT{hCP=uvxug@50y+Pzz8$P|2&QJ&!9SQKs7WMd`4Rgm#JreLmCaLtJ!^6e- z(R^>w%{6%JMheK?e6ADsr@5Ps#m2`Irr6P9cOqXLZl#OcTl1&SUjOCoc{Ajd;G^xc zIV4;GoZZ`Qc#*zDaFLE$s8|ns%>IVmy2*$ZA==3FdZHOdr-W*a>er#F^oGQB}_23(XzqY2iKWl@i*OuNfW z3+8x#rVLv9tx6IGIiz6>;klVSx*h&DEQ>yw0Jw|F$D3|%7n|Kqtl~;!VN8KOA#q^< z!Qc>0P>)U@?xEe@db~j$CusjDS2F?XPNG<{_jXrQF#H-_7 z&0Tf3s8Wb~lSj)_aO<}B&r*!TV~tuP<=yUSvOa28ohF)Qcz7=^ief10tOk;ktmvep z36T%%=XgoSd)$KDMG~Rg+kN@qs(1X?*B2LGPO)@jU+rL zdWtnz44iWGd}n*>$#`$vnD1QF<0B}m3WZ$nBA9C3{k8q@@M3t1b{^J_MnzAtgS{iN*8jRIAb{HT~IW&OfuF0!8Sez~gy)wzstt!5TTa`nhhy zR1abX=?j&;0|^$~7I7w4#IFGNg_AL8cVECAyh8T3`vM#YH@*#RLkO3|ZHz8#4s(I)u0Fy`)7@>@B5O5460yKi3mS6Ya@R7q4 zN%ka`FNT%Q{!VshztD)|;?4x~L64Y-o|Hsuc7SaP&@Gg*sRrSRojJfF%yHUwhKT@x zPSg>TpPjwvDpyTez!a&EN~Y9j>D1OiJR3;vg#?#P4tRC)ZZ_bsijJsM*s}Rdm;qw7 z&z}shKi!-?{qVT6BacsxPt^rPYdf7infF9Hxm-G(h9Eu}NR}h{-r}e~R7bt>sK5I- zxdv1x(4u~$tCnJ($2aM%*~R|6(@cp{A%-dGmYk7CA%F1nfy0X4w^i;Q?k~<}v;Nk@ zt!A&a#yYI085U>&EmhJ-#~JM^?&t)#bwmAUXUtYIk0SXwMk`SQ4h~FO3yjfX6F3XB z0j%E|&@p=;>Ov*y z!%!sl?cnXgVUNcJH~|vjv2eoSC;p>gY*G0E2IE0|mF~6v}>vbWu?g-h7F_j`CHAwrinI4n!)1YqTd=#60ugzX)00CA*b*lfEHkIGE7TEkC7t-NeyQL_#{&1qez+b&c^rDND*Ap)!J(;$XVo1&=%F&Nep!7xfQOI){RrOvIZP2+>>lXi3wZb57hI(5!aX2P<9%G1b5l_s z*_HT&5Z0E=3d59|z-aQ4Q2r6aC;R|0Gsn;oivs{RA>k651BV|-6GFLxV8+9sTZq4x z;8AXyi)XXh>Fav;;Pn}7p%;7E2b-}=28%1}>B7gTjsp})M;P9n+rci%92?W+CyWL1 zxtN1uImw|7oRzczPXY3e&hhxXW@3Xy!R7+`jc8sB%YlqD=mQ_*M_+d*MC-%zsL5|} zctU)+YBw2u<=&U)-8rgCQESu$r-N!Q!GJw?%mNNA9XuXi6e{uQxY`(viq&kiA|E?V z5$LTC=hN^&4MGZKH00`1L~VAxk$f^0++C<@x1JPo;kb;~1f5Eu<4&fq#0~pyIlp=^ zfBxcN{&Y4^``mWkU@?dG)n$_zTMZ*Su8^2yGU(V z_JDZ^=oV4F--j(A0f;WrBtRBK@sC)=kdIpmF(Dxckr(iSh%I4A%77L=DMJ0}giaDN z$So{`;T*{Uu(BX@gFFa5;Z;(ur5P1y`n(5AkX*8QsTlhuMqT8f(Ub>gC1Z;^Zn& zO1XH{e@2rfebv*Lcuf1Tn}QxElbI$WavN>M8RlBI8*GSHn6&FbJLzbFsrC1S^iFhjgTEem1_H=qW?P~?5* z6%t3-GY8PABlIoi+W{ugZbj|SdT^#gLqMc6WPaQygxnx+iNq0^5NA9JFrZYTKZopv zCmuTpNK{z}Fmn3CaSeTCJT>4hY4?(S7Np?9e-ND!v6e$$zhx;Bboxc7!?uQGrrzhQ;z;Lf7WH49Wmlx08HXILJTAPtEF?#P~x7K2?Iw^}D zY_r3uV>a*_5Y>_;;5M2J$hw$!w`*CGXqBKbH$$uhY6}DMJbDC@7d>B5>wq^9Mu3Wi zY-d(-6q_sPKRA-53GGZ`$pH`PnsL)?cAFR@W40OBmcMymVYrOd1vAuFpVoSd4-fBh z8c`iW-(Mb7v3WG_SI)6DSuH5)?mO}$zywA zVj2O)Mr4y&NfLRa1A!tBMjr`4F48>~NDc)S@j@n#mj%laTx7U_&>p;RSP(*kFl`8H za!(S;1du2<-OHmLr5;zt6D33$MY`bT%!7*{KPaZl`DAdrZxX%1{Dx1RyGpsvpofn8 z&Tqf}{wZN!{QBGXzlY2Q)hdG!2kKVBLuf;AT( zi4*l>{<%XeBr#rj`gC@z292ylnO`lwyg$G$bJ`=ap;mT2EgH|%G~Y@o+I**4s@3*; zVBI+mlpW*pVnC+ffFQ+XG16Abz;8k*u7fb#O&hIdE5|u>gwfy(P>QdQEqX*Z3!;%_ zu%i!#q-IvfSRu%@awbS$d77h9SQ|Jk2tOm52R^0K9GBpwV{k%qV;38ouT?GE4HlR< z=xk;yt^~$N>!A&)-`2C~??S3P`{5*1*#6t@$ETj`?p9SU*6Nu|9(|XcCn}j~5X;+Y zzuKB9Y3TdA#ZGTmJ}R~{(Aw>kq)05F3x3 zM2KAv(eWbdLQ?~28mvJ{M1p4}gJvXGlJt2mPbBI_1Ps0bD``wK;6~V;qZ$JV0bmR< z!o4{(S{i@^gwF+7fanZtF6gm)n2Y#DmP|^kWwl00OQFsKkI+M7~h5VL1Tr z!L%kx)gU3j=%K z^V`#?!Kh!-e*WXXf4mFN>>iU*ujDg_PnuyhUGe4{{Z(15$De1QlL^^bxO!pJHa-Hs z*H4EemzlCs7DN;D+gd0US+|zA+4K>I#bPmG4Jx%suU_kPu#>Q2p_;IUk`1cL zmzjgUhQ=_v$!s-C(G8mgUXSZ8=y6ZfDxItH2D9I*hmlw^AFX#s`Zb1TvBXm1X_)A2 zI!(i!+0}oXveA&2o3B6YGzx=PS9kBnJ7iobmWv14y|AaOzJ10peu#Es;V8U=Ga}1C zsuPJO!lk^Ns20%g2?RpkTHmW@1(Y<53$Ow5U69jG2W5-K@IOeG2wjM0(H21ejJPEd ziyQR6u-6BXO3rf9;qm}4ka`U?0{Rq0kbw9gB^0^@2%E4So6_7NLZ}g14CU3mh|9x} z`p!c_3*{9MFX9>u7ZEN5C@i74UrLRENy3%E5}I5dd`t*oA0SSBS0GD6%Fc&5@|qBe zxXQ?M1tJq*2Fx>7up;^e;1KczARO@HMEXN;959Amc~g|rX=U>4Z12N61&2W}mEFwa zO`$twI&=B0Z?dsTTgr^Kz7>Ktpj|1aqjcmypa19FeSP}t-@knQ@zb-cY}PTN$~Jy} zy<>;usL+hTC~5n0eDbJ?Z7%j!n@cNsZE;X)WWA0_oRtQCU#mP(cxqbm28HTQaM9#S zgUiiwy?&gJHBa_-hw0rHi;M63$7fyJ$za=L4`Qtor7W5YrPydBdnY@d*rVNCDhhGK z-S0pDbe$cm`}L}nZmQcCjm-F@MyE$TFnk2K+tI9>zLgUUho5dpdZCU|-(Ts^- z38ZF;O)wN*zmB(vhJL@W>FY>Zu`Fz2swbA!WPjOP+OYBf8;sv+z&IPl@^EkK{8O+8 z%g6Ql+t+7`t2l4_q+|2<+0N%Ye&Fele4%)m> zW&yJD7|Io(f&jyc=tG(1!q!vhZ-FQ=IYfvB1V1s{4w*PJ|jEolekZr zAJ%hqxt?zn<)e12Cud!y#vog**3nSUAE?FgSS{Cb2dPp$TgxVk$#8vCkB@WNRKo5L zCE~91V7j%hB=Yr&X;K?U`t61?s48(qZ7LWNg33{|oZg8Z&qh*Qv2W-dmFm_M@-2%s zCM9#W!EsIsbsCv!zf;(L9#8C?d>0Obx4;`grr>ZEu^vPxYY^5z_PHq?^Z=rPHCuE+ zmyRNli_O&9Y6D0Y$2^8IvD8(9>_E?1AsiPIf`O>OSTmy!wf7<>NW-Eo%)e1)&ph>= zJNfU~*GCb=HCM?##4w~p=b=ORtVdJ}7QR~TK zKb`Sm{C3^zAMA~+nE%ftvc=#!lOC6h2F_>>_hRmNGgB(oC?G*e#%D!Z^Zx za6!K4m;5v))p5jQ))I|jFXszvS3P7C@dPSr?r$9^y!Jfe~jo{6Tcx7laPT zatTv`;KrR1y7!F;XeKbd46!-l9342QP> ztsZc~Yd>d`Vs(d&s4~~+P%#&@QNax6H$7|LezR~`g_dAiKV&hOSdMR^!ZjRHEeWH2^m`*9)W?9T?XgJI*~krJPD zH9#ilkm1ml1Q+ASRn3uxv=J`AQe$PATiQhJzqzcTEVebH(Xwe@vn*wzSQTNQ^svxn zn~!3f=Cx&DRnx{=lv>_c)#**7>cXyb`?}=;YB{sbyiUm(4P#^VMxnc6+0@2sU`6@$ zO-jPxZqO^~*UUOBu(d)nV>VfQ)e=TSWO?uTQ+4N&`ecsX0?|-3;giS9=|KOfa=4+Vx|S%U;=g_)D>vG{LyB;Ct1<^ zMeq{h6gnB4x@4}AjNy{8NWfH-XXtnV#exn)?nK;?|XHD?3L}UwT0+<-YEEoylU|UY3Cs&g+x8KQm3V}u|9!Zw+t%8B|2h_o&mN7XJ*nR?> z6lCZy$8_UHyUj<58^tu%Y-3p^g{<72wi!!|@ec$CKB0Ij+iV1&G!1pLv0CJ!qm_IK zi!B%%U7XAxUp_ypFp`N?GD;c$YCox*9E`@Zt(pIcs{YV> zwb$ITxoaVd!)RHQt605!}l1yH6vxD%&b9- zbBTsG8wd)ksl5ifxv>lx=&I(s^~%w=95zqdoCvdGCupLB$&F2`A!rk$PG1UsI7rS0 zdp_;c8(CM>w?Qva236EpCEW()De}uJdZrO(AlqfkEQdKMTEYY%9GbXIkHrng5-FvW z8e26_3xtNgxq$&+h|}BGe#9_mdGv5~mov zL8?Xi1bu+$yDz#(8v_~dp6&&~fZ7hI!4H+py`2X-3BVi(AOMbg-h!~LK*>m%5cskOVaNx`!9byDJ?kL{|48cKKaC_Uy^NaTU<(S6^t8ZBGuA7tN;;cJAKAkUe zN7G8qwc$N1+L@qHoh0KdocCQ;rIq z{+wbNH?zZwUccn_CMs$t5##_eq6y7ack;{YVS~4RTYb?2g>d@@(;T4{))27kHr`$s z?fF=!4kusYc%?u z>KcJusBV2Gc;pqRaTEH#l_R}`S$Mq zMJ?ysQ98Y#`w+|R`^Tq;XP0Tty}dKfteXs-M;Wt`)ti;W`N)&5*UFV~LZ*{ksV~~# z#6SktU7&MZu#|Q2{PNDo&S1utFry&)S>#G6aF8cq(gdE108k$xq;M=_ngJmNehYws zBu)^-&!JO_#m-$kbkv;3MAx#NaCZ0{K!IV_42&9!3`>+2cwC4kpc@16jFvKKA0vtpyWpXK zHlUm#{WVghA+akT681peX>sL#{17{7z5M)qYmL?A>cA<-_FNpJIBhj6K@9f zlUFl4T&s4gA&yEGX*(UV)snvU#9K(ZF0RV@^!0)6=*Fi`F@nX~SR-BTry_+|lnM>x zpwhOR{C+B?%*J_d6yl$)7vRR)QNzdm;aeFKeQBWyA)f6e&a$#5fN zV04!BT>gG*l1#P&@Bo8KfkJ`63pl=64{JtCR?x0%jg6i2+nH;0KAA9lP4oQMf1Wqz z|G6&j)D0M7diJxhBxrSwl8q@nx=gNX+%GQTu0*XFNw~k&Yxwt-bthNtcXM!YdR$ix zaz_gymQBxR^EkZH;&z>$p{+*V#BU1ecHX#2p*2ZCj&1~(w+E&4`Ss5H^v%!zd{>Jy zzFayQwC-2}LaKi`mlF&X%@rEaWh)(6w6$iNfr3NNxRFYhOU11Wh8=>@i)Cn$5xGcI z=x&M_800zU^6VPhjDd2=*-xr4v?E~5#QGRiJm90r=T8(^zzkmE>5P^Gh+ni=NjQTD zfWi>NtcXQa^kj<%>60O0qQFP9Ax7{5Vj8hd_%A~Fdf6}s!X7j0xEk&gH_5te#73M& z@wfs($7BW`c^&KCLG9b)VITwW7pS|CL`hTv4C7)$Hpic6qCikdgb%PPB}CqRLjunP zpi45lFKDJ>u`^JYhtG01)^`q);`NiD4SB)!^jlC1qNb4d> z+6Sc4!5C`T?9qI~4SkNy%GJxt(hNg9x+kO(Aj^^yVrw{AJax>XWN^ zHrc9MIR+CbVQ3K06oOzIQ)D_uYt=+)rgV1ngPc%CbG0!@Ykv6cmxJ8t-Q&ny))!{# zt5egro0h)vQ!JkP^|q%e(zj!GtzN3c;*~VT7Ej6>;x~$%Sv|g(!yhI6z%6za*p4uf zHk0A?b+;A@T*)Hnty)oN{_I`0m?axPl$Ek+9sA1Y;O2*`N6OPz@1LcMK`{d1wXYts zIs?*RKc(>BAT#iP&c7ZhrlH(1<@G8SGbw9?m*0;DM5Cz z0Bl1VfneUr*;tl|sbowA!cJ%hRQU@!3so9A#K{cbF^<#(e!UXyK`3EhsCY zWIh+6Xp?)l*_#Ddm&@C){kCws>~Ob}%qU)|r$W=?y@$O>fD7_M|KWf&m`rSpx7+jMVWD>Q%Wme&Z@Wj&GHcAb|DqRqh{HrFJNcz2`MvYq zqh_W%h(o2qh0?Il@cL{bZ)E+FS+`-e-i5gQ-S|g2SH7L3nv+~KUr#Q>S=?`3Ozq`@ zVA;?t>%M(Zcztv}|M>Qbt!ReBj4xO!2BWQtRC)8F!~~M3+m7Y$Ki%Y`i@bKzTdW+( zZt7d3Ce3P&tHdOSW+{q7`PaDF)}UucvBVQq|4nXOYxQc~`TIRg_MLlmc3%YhoxF0+ zYWK~aZH1k^RNNbggn+7{HHVN5gT&6<6<0{tlJXdq!%?v_;S87v0KXvcIH`yd2b;w= z<`=XXodulIexyS$WGhfy5%HrFUXFeSy)x?F0fe}U5lJEmS#)b*qJux7YDD{2Lc9TQ z;&{i-DllLKVW6l3RfT*C^yzT$K?;g7OacQ%BW&?Q_ml9rFh~m;HX-OF<12sy@MORq zQizQFkQ9z&oJwH=KLpn(!qg(?A}y0D3@jb#d4MU#HAm!exqMCu zhtqsu0;&0ftuJ5x@gZ9h{Kj3)YCG<(hUFSa%7h|Xxzym~^lYx_o|tWxa6OwS)T&B^ z%?@XpW4B_Glu4;G+dscJh*t-TN3;;9V%r9@Ex?`Zq(&`^L%ynMHIvNV_TFMISMAkB zGiLN0?g*w6rTMq%Wkudx=aP4S%?Pzg_XG^dyb|@NYu>ee&YfD-XX?SDtdED4lkDb0 z9*kIp3tL+`+Na?&vfwEt(VH0t)cIj8-V9`7j4jP&%q;laHIMimPRZ`%Qr)99?L){M zO`9e&DYBL)KkjR^49EzIU$?D(lWp$GQ8TlDvGe%h%ZarG!z66KVUAOb5T0J2C3q}b z_F~n8#iErA94b2oO}XZX0qs{vA2%G?NGLLQQJA?TJO6kLrUB6lyu-TrWDkwL`$`Iq zWIzZI%`%8vqA0)sG0t?rQE1aa;ewjN%nhs`30(M7Nefz*9Nh>`5Dyq)hw2QV!Nsvf*9R;?kog5o00Hn6%bA0UPs7Y0lga3v7> zL5d}z8$lQ%(fe`rkQN%!EA&mk3*g6aRv_nlu!joMrAW5~U&HL&4Vnl~00K_=knhh+ ztD)V|Kdyg1lLe#4^{r;vGtK*bg<`mMJXx~RmCM6Irmwi_7u8U&?TJUq?o>J@x9pAH zPTtK&GHoU6;V^$5Azl}fG-y$7o5nw!cAIl&r|6@);Yu&Xxw&M_%f`kz=*mdt>px`m zI@8Vne7U=-Ge-D?xAa0j$Z|oi-?7>42nKtl6sVMT*W@GaQLfdDm-FJnEgM^G>4=WC~J(HvPA-29qEBU@vD=-v9k7E35@I2F*7b zVTIRoHm&dTxlS)4a&45>mC7fv??G-{KB|l^jvp2RC&fbEpK(Ta2CRSY;?*G#WXkU^ zCzB44co>MMZLG=mU`I|?%h_C2RXmYYihpCl{!2tI;sy#F`d$}n)f`-|amZK%ArMg) zx(?)UCvN%3t;k{|wF;!T`g8sqGw>(`NKz%oF(%LnHH2U!Bm!a~V{pSc`)Cc-6 zV(CPHG*nq|>%&l*0Qne_E_6OHLn4g^gfTJuM+cMW8}Rfn10lj0KlEmpE{1h^5wj?y zfI|WW-37S>@Bo68bW#X_0YC>nLBrZ}zvBx12ok_V#*0TG(y_+JbV79+ToFadm*tvU z2ko4JZY%+GWwv?6onh>hjl;Oz-wuTiBCZ2`X(b)Q_H*d9il! zdb|!(GDm*giN!rkt>6(`gRBgl>EZbFAOZlE_6F#|w2NykEtk^Ko|H3sbd`E{-r$Ah z;D_CHN5#)##LutW`B=1UsxL!UDIxph+rriE!y>16Ta8wPlV;OzG}XJ`b}sfZ%e#f+ z!E7>|se5VIDrRRjcY$@^4qaCan4|RMnUBl+pccd6-jJVrb8!pFUTU;gm) z$J1WDkU6=YzdHE&Hj+DyW!BHkuZLR~yZ!NtySk<}z8#=j zOE$P4Y+URnHYBKh^{Y$e7tPL#bo)rYem0R`ym;Z1%fWcHn@=b=7pMZyo^CtKi2$*H z#aP@LePc*%qW{%~T@obaWjnSc|XBuvFh713k!f|>wNMt+PYagX;HXaTW@RL_J_5u>X{`p}??u{{j64_IKV9cBvl zIIbPyaf&Ppgh4_;EiJHgImQ&r}$7lBfuzP~OLF zU5OrBC7ryko5XLWf1W)MiV=9bL)d-(H7A*s8?U_>O46;f)0>~))TeT+C})x8=Pk{% zpMHA(^65@StNG<$H(1Iv@4ix^Rxvt)9J@L?-Hv|G$*!1dyZ!vFq_>$JMeLy5uPZ4# zZ64CFBNo}l{g;`5e} zDL7WN)WuK#y!gx4PwK*0O8)EL|NQqq|9&^VeG!bfw7OS^{o#DRxce+@&UZZWr(a_l zq5I-zMY9yU{qp12f1T#5%dFXIC@n_Xh?d@vbk4sW21k3b-B-iQXP4Ql^M~BF-xKI2 zIWG2aPgD+%4i9mfTV2?y>d6S`Kf@2oWHy;L<8x&g%PN6+KjX^y8$(RG0pQX|qNvh{ z^3kCS2NsX5lT{MYP$kjGfdm7fDa-j$?1OYbL?9%=7J$6EuY1t_B86L!baP2R0bDRh zG2jKnE6|SzZef46iBX1OEHdn{vmsz$LS7->P)w29jIg>~2<-%tbb%)j*5qcAe>oI; zfX`5kp@c)79u$&MH1sgn32iRuV89g;_Ta|w`QurM+7XUbq`N^%MIJZ;l^k@Y2y~Q} zP{S#=+5V@I#$YLb8e4W`Z%{M%-#`BNH%6|+5hhD=(Kk0o4;$Dq(!crnFPZe5V|(Xc#)bo%b3A_08Mnh6|-F2CTBt{&ZKJ=hLP6#oN!n?tcFDC@UG@ zCCHiFvs^`r=2L~9*K+-#-1+z_(|_3(ag=_%T=7*Sk}CinX8)#>-K#$io9obJt2Fw=5cMDxqq4bLCe)rR$ew;6!&-3GV=kn$0 zPV2z#_7<_L<-x0PXgb}$d>Cgay*Tt$#s@=#o`Jgq2eqZajUmB$b`aef=fs@1(e@fK z1CCxPT>3Cf2NvJ4R$IC&6=Cy;&_!Tkt5bkR_HrU}ks8nnCRrDQ2B?qFF(8rv6lr8m zg3L0Kb{JR#>^>#3GGg5fy#mrQ-Y=+YuuuXF1Bx;ULlRIy-ZzlJuc1Xot`8(!LdSvR zwTD>jSV5tMUywzh3WMdjh#LvmC9<$sh$m&bIaVY_O>j?&!SihZ$Hd-)FFS?#wMt43PWR-p;=5?npRAVqh)JZ;1G8>NvUHK5m z6OOeof<2im>I7I3V0@92!d^b@FbOs{?Bi(?b-9<<+5G?BIoOVOq~Q7o40iA=JIQNf_i%5yZmqzRXt z3^+`8+7onR3W8xh)lR_?!fqDDC#Ztm$XigLdMi1+;hE^5)2R3J^CA^-ttSNmQ z{b^#wnCE#hBTT--Y=zEZD-IG`NO#se`Rd_pdwV*6)VsSq=+7>ga{Nv41Oo1 z7cv}75CX`gggk>+E{=YblK`FM`^Xiz4>UW7SKtnyT;yqlBmS2sq3iVm77J)wKqZVM z?q;H7z5>^iI|^diOMIU(tBLzyG|fu@1DIpL0U%zqr9tx%ypA}>OU0LX-EfX35CSxB z`_S>>0~>Qc82|Wsue~tGwE6%2f4~2$ndAJUeyLI(JbtM3I+eB{zk6FAI>L!yW-yGg z(YUvot$+IPPOfLXd8HJpj)vQ$6| z$J!9&hh8&S$5@aJM}suW(irIAaH^RDJ_-6bALC8JF$SBuI54px>=*RK18ILERmtbF zQM>iQ5(YFP{z#;hb!P(USUQS@_i=wB63J&gRc{4J*5wF_@U0WSU0wZlS#U%G5m(Ti zF9dW3DamMk$-t6v1*?28*|y3>Si^T4&^B7_X0i%pX~n!`dSJ06LfqQggXNXw)o%@Y zXaYbHIJ_CObi>}wCC!8H){MIUPt*H_rj>5*<2N#tQbI@x34w^9pr9av2!bGZBY5G3 z7hY`eMi4g0X2Zsfh-^ee6cG{Kh{#4nHlnD=Mlq56#Uz*zleTHoHckIbrjt4C%yg#b zOwZ|@Gv|E!d)|Eb%}i5kY+|SDUGG}Yde-wiSTGk)%8MS%giVIkg(aiUr?#$B>+U7< zx^+3LUBpfZc#uQzvp-zZTJIamqjVm&%NuEr5NMpP7_qqo6==Vis68Q! zea?HDi=R{u2$W)0LGmER1W2P0%E2MC1OLTf7*{g-Ai`=uOb}ipWNcu4hZ=ySU}Rum z38WCfk}rBYAhE!-$kVPUCb^{kg&HrZ7SQN{R{(4mX1^drVx0)z@NNt4Zbz7ih2jgK zuqNvdfOSE|0je7W)sE~J0Z2v|li3G~4PX_Rq#>uG-UW{5LLMf_Fy0jI1)McJNzyIW zlaY$4=Ez+egx9Uw4Y|fbj4I|2cD+W<4P~liG@7SjSOWOM!?JN&aKtQuAd^cWi9~}m z8;U^01>YX?sc0|)B1p*LgmW9XY!FK|2S5?zJqe3$aZSIzcApXg-dK_|d$pyY!)*42 zxnwaM=J+_crM9Brct}BLK^KUZy5qcU4QH%9m=~~e?Qw1YEGs%&*b|q1gFjDaa+(xTeJpD95imzLt~gm=vwqvNZ(j2 z1`{6L3qRpi`sKBi#d~X7DWBNc-=!7lV)wii-djtCWyt~kkdVt-*y;LhC^6J7yLF|} z?g?2aUMQlN%4h%X1?<0gUDuyg7GAg<+FKt0;B;*I^C?HG1=nN6d6F8PI55XJ* zyo=fbLxQ_{fy5IcpP+C^iev(caD+Grk$xoO4#H9(+BYsR$8c%lMI=;_vi$)zW`qg7U&ZKO(hwhGM!Bm6^EpT55S@Vg@9q}|=!ZOG{E zoQm+jYKRWKb=^AH69U;Z@8yH-&Vgz_&b|69d2;b21{xJJwcysO`R{l8p3Ur__XrMV zuU=htRrU`G$lF{qs8j9z_W4bWs@0Mfv8=k@RNqTpK6_?1K(NN?F}Nm5Ah9HQr0ci0 zmt|L3+CM0WUQOBuY2u}$z3r{4)n;(h2tc)kD-VZDpg_U^*oO5X>{dWJO!+yeahuZt z#^UjWEV-R&JRM2BKR>QlPwzuVTksjyomz{yGp}g%C~$NzXw$R)n^L;!R7sc3@!Q8U z@JzXyEDG~9M`crcVLd4mTnI)A_9ZSy$l=o&U&t21odtY=$pTQ_fE_JA{B?*n3Sbu8 z_Q14oSKl!V$?haZTV(F$vjXHn6^P{>LI?w7OZIV56rdg@G4}u8>ZIHy$s5HkdNV{W zh8G}Fg0_QbWwD||CTt+7An;L;0OUokkBJum;ufz8NE^u{?wF`EV77op84$apM?Xgy>(quaUbI_nWBW*pYDEG96hhupd_dOUs zGjU4qYc!t%p<3%TugU^eG>0AJ4aTw|4gS&t~mmt6bk$ zS-=W;VJNT?#tU?^qHI_Se|`IZPbOwATmkY?2%7bJ?P~62N8%^c;pFwF&mVsII31@J zZ+F^z&%B+$!s5Gs{r)>dN6QgMp0^y`GpN=ZSJ$NuRGnRbo!V_r%o_1bKfQkQ`(CHe z-5m%Sd#J)WFzvcdmrnXCL3c3~)~mYQ)vZ#Ze3hix1}Dm8lf|nC;r;l~Y4DT|u8t?; zQPNbK>@f1f*3Fw;7;CI$cGw8EGMsBpW!l}a7)TazfR<@t>Y4M8CRL;+chkqW?`PR` zrPkoKixgD}zh1Ec6oYiO9R`qS#eF_Aty_L4>&V|aUCKw=F>`6eL)dKx0_@Ayf&J9^_!)%b>F(*MHDfLww;dV5SF77(R!*j>HT_2+(~| zs1VYH9l4iGnbEM}>*G~-iaLPE@N}Slvd?J%BSE4~Zn!Nvx;MQ2@yGo)`}8^%bjR~I zTkoSAJ40LCbWnMwjQL`>ElHBo82~;lI0Hdz%oopAz@?;PadH6wA+S(w=EEydd9%r< zvzgK_f6i2@XN@RhQBJ&mGc@c#XA02fRB|+}~N!`GakVbKCq8gDNex zb}veP=Yn2HxNVR-3UB%Hd?4GeL}@XvcOCrm-K*ybW_EP8e>}T9E$0t*>Me0lOFgXy z_jkn@)f6(tfY2Ci@XYD6Z@)aamyb1|)6k$DR{gSi=L2sG#nO^c`}+B}PoEW)>inXS zujc&i(y~ha&mUh^TaGmC&!Og6{^85BWZ~c54(VY%S3K3SVEh-M@G9N>PeIC@}l12K`!6tPXg6sGo)JNm4n4IpIOX zP})A=Yv1i)nQ3#Me%RUzgWt4j*4mj)>N>P)z{)1NP(9RGGXMC8ZiTT?Mt!jL{jiY9 zcgo3;6bi)oQw@Zh+#VYSx48HLte{t0)!jTh?Wg*1ByO5DXYLXtoWMA`gK z-5g&6C>Xip@j85E917AC0~$joh7&`S%E<1ei?cLvh|rv2g9m;*q$WUNijxA(eZp1% zu;zww8>(YseT*iLG>~B8;JuNW7tdEN&b@}^qIwm)&$?jpv+4Zc{LS^5_gTlK5=!&k zr%JTHQ3YtFYW(YoZ0}a;^-YmveFvofXpfH8fcU5n*@19iz6ipx54vcTOEJ~HR??NG zVO^OO?2bmI=w&~5Ry`IP3c8Fzkg}3A%o~i@#aJ}fxXrn|u{DO2VZ0gJ(u9(Dr` zv+lzSSCH|r@MZ~5?F}?_8`-k22@)e4%=4x;AvW+Sj|hC@8{kHcQ)cHwEp|k@t4o?V(Pj@mAgAt zI0?oV=KuVY0I@NDjj8bIs{?o_H-Ppp-=QFNM z13d91td%sqd6_okIqZi7mNm|>Nt)!cY$zHsYqjdsY;rm^@Jckp<(R>21i27ao!Fk$ zN~&q45qs5gFAaC1&N!pjg4&)gJ(ZT$Y#P(UwH32DpgQ>Pua00}jj@D|9VxA1Wsu2l zG(urEd#J2h!FU9jozx4&ippcr<=>pDfWKndKH!X?W(Wcj!z>2*3{8;V!6GzBv5RGc zyXZhL1Oay=apDO?2MT!*cYzgPAOXcD{4SP6Dxd_=YO#xhG89ju(8Y-bB7`Oj8*m6- z)CfQ{ux^P@VAKGH8W~7XkUJ;RI1n=@NE;F@V%k}AK*sAXwy}l*f(26R9V|u)ZB!OG zDI`&o58w{L_l`zR#;F1tjc75q}@E zx7<3j~{=1H&UyDF=}P|Xv0E> z*X}PyzJ5uL=ZS<}Ec>G05V_yJw*6W#b(}D=rl5bho`ndj6)m`#3CI(O)x={cPt

MBo9sL3x+xbcnl+1BYq6nhCzFLRjY}bX&}t4l9&6#^Jj9M+e84`g zTUUoWemaxVts5;)Rymd*u6owBL3qk(EQ?Qnd*d$*{2H^>Ky`Mu!;@hqvfYCPAorxb zLUy=7F{dEr4^$TxY3|_LmI;Ep_+gk=NB2}B%}l4OYo_x@eTk#GQ? zCJ04Pv|@x;fP_jyBSY!HCT|rg7MF zL|(-%JTx0n0h3&bA_BX=#2f{p4=IeF5V3yFjfou26PD#rO5h!m+#AC57qLu`JyJ5@ zZNl6Ip-*BL6f|<^8qa_(sovmk=i8s-<)cs=0-KfY-)FTpEYJVo~Z68mS7%MxA za!==L+p1-j$U{ejLd@o2>=D$(aw=G@Sp6G(<<|?5*X7uV4RQyn?l|I$@f;iSMR#_C zUH(sQNw4<=`f{-fO@x41v&?KF{EIAHLbEAPO%#e6hfW{Nfd1+9YK$gctBysqtJZio znI)0??ORJ$t?C@>IxS#^bR{8*33}CG&`|C*PD*AFjy{;BELv7o{±Gq3@NdP%Rb zwkG+yJsFTz-4BgW&}1Z~C&#R&P&0NSVWanphY;ALb`PP56@D4$ezLNs5VQ5I}eqCK~w)FltxUZeHF zKS~Y^yuHw7AiD>+it)FDPr-=-{~(o-pK$-%00fXi7R*D$DPG|~Tmz70Tp-z?t%r;* zHiMBt5x5RQN&tP9NbBK?qI@8Mh)ARB9dbNyH=3_5TF zNFUj9a(4aZ>E(2DFIqQs)U?Sh)c1dQKD*vhsdgSuR`37t^>OQn;Y zQXEjOkBJEMX6vk$-l;y?s9M7(Kb)kD3y@8-U~r__RTwTM-UOOKUla2uM(pz+B%>Aw7sCUH-N-iHJ+`*R+9goMDFWy z?VeGyp3FdB%GsSBOp5SD3*vtEY3avFp~}#v%KUP^bu>)v2BS_pXE#G;!{@GcCCJ=I zSoL^2v%adj7v@J00ls*D`%h@azdz7phiI(mi!c+OHE5flNRVnQmhLY+)Yzh>cLtqi z#dY)6xuDgX2Isr}hEWTJ73=bmlFZ4l1(i1`Uf^eIYNFc&ku($rSgo{U)yJm$T-U)y z6$%+>+mX$JE{qgN=vs+{E{Rgy!(^%EZU%s?47`-2HWKKBM+5E`w7sBHgJ~QKa^f9* zk!b01q~rjNj7Que2@+O0AT&U?K}bH`b#=(g2vLMPG##)U?_kUzIuNjnaK{nX&_Km2 z0#t$w@-V6<%R`vMg|LT@*$3(xAa4NIa9HlR5M-c&QUcX44i#z?3gT2Ge|zO0+ppg?*X>@7GOE`yxIOgV ziBvAGCK&Hh*Vjtz{?gFcJwgFI7h*72m&c7bfE$O6kN6~!^;Oh-6BZBkW-QT;fObno zcQy~&g37hmi>Wf(FSl!}T8m!m1#OX*x4CFRC{1{tHVl=WzzHpO(Sm*yY73`+nom{pjjS> zsKM|R!bl`mfw+?7in-aI12~}* z8LJVw-{X!qvN5?c8>$5F*KL#h;U|cToPM}@^8WWf{10tLZC`YGy$nnZ;DTgxP_}$Y z2vK&2>W_Wj`$A+w#N7JSO%p1 z*p(OLt374W?9k^k;7a38(s}z86Sz`#$70qR%ACdxE?uf#jKj%-uE=^5+JaL<;9cT zw;$%Saee!XOS>ko_`C~j&8!l)r@$aEQJ4kXCg}eK@M%x{#J|8Y*x(&T1Dzny&U-<`xw--16zJ9Q28+F8HPY$hF^zP&1 zW9TK_Q|r}Hw{=5l1y+pqB~||)zyJ2rUoR4ls?RCXOak}p=)6~4K{b|Fl7{s}Ba<)7 z`+AFaI}cseP<=E?(#oJ0I4MJiuRaA34EGbK9dT*{ZlI3@)cw`lP#a!UnA2j^i)w%X zQ7$O)BOXZcNGe?fLdd}Zx38{zK-%{PzwP!^IEUBVre+7L6A2E(i={9p|nq zBeO0-0^>Za|84?I*tG~s(#7F7vQR2PfPvbNA4v0vYK$WQc@Td;P{H6zl?`KFg4KCa z7o!_P!A#%-{4SIigsVxoZ0G>dnc*$t5oi!NOJoWRFAFqk^2e5Wou!2a_Wu|*5NA6D zTNTIE;f%FfgYR>23bsH0^RL9{{VzZL^!Hnf>K=3Tgby0EA)ozWOMITxEEt3G&2)K9 zW7+7cOzK}ND(|Qd?;|Ic{1OxRsPI2`R@W7|A+Ky)*R7+MG84^Z$^k0*gs%Y&ZpLs& z_D=e#nCuE~CHxVFsVc<=49UfUBuZOn(ah%c^nmF;&4(R2>?VYw?fw4li}A(LtbVAA zC8CLPZQO=epfZT{^PyCN+wXDkS1FWoLO3d>gIAwbt41(i7(N%#nsi!knl<+-3kIjU zA71_G{c?g$o1qG3)!Hd~N!Zgoc{-ggLggp0Q=E@B(5*mj<8gO8V4(xDERB&*_@KOF@yaMJmmCtZA%ZI}0 zjf}gOf@Ga7A1gjT6{B*q_tS6xkOs5M&W}KB0 z^__mLC_bA;qyfY}U>3C`gMI=0{Z1O=v;bZq}z+_&Qqy! zqMS@)myTZcn->-tmUEilsSdhIB9Y@O`7(AUG7y30BU|r|_V&+vA)|BjWW3*34u`${`Fu#LZM@fK zl9P#(DAga0xMsf+!bQ2cq_}?{XNSDC8P=$s(47gxW zsUxpPawQO(9fD8TEh8EuD1I>tAt;3lq8DJIlk-4;EfU4}0wG7-AA;o+axp1&N!dXX zGnnWu)G%ZWNZ>RicrYKxNh6bC3{vo2$V?eKMZxCl-a||QLwSa$BQzgM?q1cJKpHm#8G=wmYUGY?@0Y} zzBKB|V!6;t_p6Oo1In9nNorS>i7a;E< zN7M7u>GaX`bbop{Q%?dXyT|~6cPrf1-gf;nKG*VZn=6S#?qM-7h78zNh;eU6D)UI0>=~%+CZb$Y+Cn1AY6_GY;f#@ z=$O@=1dgq-y6v#pF;F?*s#>pKUtQO)W1l~I7{!Uqchiwt6C%Q9kcz<<^Qd!)gx_Oz zsF?_A^?)1E9X-so66MWVvs4}{otoI}jHFIG9XzN@x}#a8bOouQN;y?5)vD#di?c+n zTEOh&<*8gs&1SVGTo9UBsnXxMdX}&-YW2Z9nJR_5?L?@hY^D$VavoMRHdqdM(Wya? z+vXeydWZ9A93wQORFK9|Ga>@v7ij@XM)rJ&tUZz-Xfb{}gUcAb*BwfLXVJ5PFhjX` zl$(qLR(=r9$JiEB1b@I9b+EYg!LhlkXo2ODop&$Dju7-i?Mup1q+rA*um=`P6cB#G zjDZXhh)gODG655il(7kqwlGGFJMb>RO~s4>?|{I|=+b~_ph^Y^M&cC5;Vx3qrJ>Rx z%p3CNNi6%@-xu9*Ne1!}4y2fPAPQ2elY@qY#fpZfoGoBAtud;$N^+wiwOc@wT5=04 z22twD_3AL3PL;BidZR86+QV+E(iY(cT~4Jda=BC%*kH1i>G;EGiLPa(*0dOiNi{j3 zT2-l3%lGtBCERWYt@iawCk9&~7e_e-$pRfUy<>@)=4}pGzJ>TmLIcqzy(J0%%V4}F ziH%mWN9b;<)8zmH3%l&LCi_7vjThM!tdpR{delu|xwEu1^#{4V&WTdW2fJqfDD@2=WK2q+l0 z{2mxfW3uXV=wjnmu55le+dr5;N`z|*(JI$E6-~gToqbn`1`BaPkSTjmm)>u4mCeR> zefnc}c(QrY8MXV}N}-UA2lKPE+<1C8oII{Xn0&s~l%#5D`07a&`z4C<7#XAX=T5pe z+CPH))b#W~8BewnQbL~Xa-wJWyd6r9HmA+KB->ZR*2`n3VBkpDx+YHIRxGAl#)g^} zi~<+zgI(Z#0S7=^23`#AXo5N+b@{+3BLy*xc~EI0IRpFkkgZ6>WRU!X4M^Y+a4aF8 zLGHzn0h3>3Ib>l-sNr>pIFz5b^`UZ3q81+r2M6;B%-%3}u&{0{a*|2_C>RE9gv3DB z-Jk-UhG!b`JlVz|_4gh4MF>AAXn=44Vnf&xKMDMVLIJD6ciHx5{6y{%~O$p5OZp6$&F63b=Zz1dRx6gb=cnQ?sg89z43T5NUpC%Muo_#SL1@f zw_H;C<5AgbiVc)rr>w}MM3-t#B9OMJ)kag^>on*KZERNx=A80W$(P^*INco13JrJM z?K6AUrX@Gl9AE(xl$$p2&o!Ra!fnW6cF8e|Ei2eJ@RcW!Xm(9{UcF`f^K>eC|H`*HZ#9ya>Zxp23h2{5X7c&(U;6TVb7Y3~^qM@| zI*Bf1^k=t`Lc;BTxH7CkJc!O@ylZObUI9v^8rPcDKr@P_di(WO!rzNCR8&`{LEg)i zGhRn=(k~}BUd*f9?u(hLpi3y>WK&eH=oZzloHO&;!yjxSqVTjPxrMc!)ngB)wg$)eo9p}qp zHkmCzw=iDmw@0OTG&nm-Q%$7|(nl=T$F_&lx=z_$aLPn86M(kB8ubySFB*L^HozT= zbm&4hMGCcH$gb;$5l(M83LnJvk)SGC@f_FP*2t*nW z!Ls5pSqs5P4FOFv_y%`$Fq9{#GVUNU)TWq)fmdl|AdiX@gHR?(8PhNf+prEo75p}a zC{d$gMj=A5FN7_O;Rv!pn38~Z$s__;GIA`i1wx}F4IHvC8BO>bud5|Zc!@pz`8@26 z#Ntu7=ViHCC294Ip_%FJdyMHyrqYLb`tf*Y3@YCEbiWm?osR{#zS`+@@`b`ID@O~3 zkosXon%(Xm-d_D6h+A)dZ<)-Ao%U6GQgXV?#qA0WftCGjIY+(!bUSFif8ho6+-RHu-+D$_8(P~?@=t68@=KuLgmiDLJri5R!`I3@+zJrm8 zDh%?C7dMxWx0It-*IP05dYh+An`T_u)shuUj72mtfxw`{Oo{( zEZbm1oV{pCqxwEhe6Mq~SxzcNb0U=UyB}xJS$nMPNYbS)dim-Lea)W0s;V3RbAV}v znM{VEBiT@YQjW(r6MUhbi%x4Am}y6$#P3jhES`0X&8E|Rmzz~hWLuGfC==}7(fNQ9 zgWd+^B+FcH6C+KL9vVM{l0)HRGdsPBcfT zkYy!Sp8tF2_{-P#vtjee6WZkRA19p4&9vKKNawv_vBYG9#-4U}Z~Nu@XIB*o3^yDi zlQF*wLngb!Y`u4uf-sDU4=;(|yGuz!IIC2L>$y-xa2T?cSeE6AgSZrJ&}AVVqodvA z*8H@euAfYvPiJl9c0ujOLUpQE&xR85Lbe^}q%!SWU0M4*RlX|w#=CK~*}kqTS3Qr` zCQttJMKQbWMzuvuTQj9-K2>&d(^q>OY}BDQ3gKvuPB>r9+zV>Uik~+crWcKLel#Cz zz41LdGf$qqK0iL6&yT`XH9)1@Ta9utE|jgSHj6{6lj>Gl&d`qv5ir;jwIYPp+kbw@ zr%P?3DDehz`t9cI;!U=*BL_|C?JNpabM)tqi8EMf?Dj45N`Y$0=Cqp${GRjoGFFq_JuJ)pS#Hg4@8=6j&WPooY_E3s+s*sGz5DU7y|Qrc!2_L# z8Fe&R41;v{>O5-1WGnBx*H`lWL84r(Fa=|HP%rB}TRBKK&~h(REYPMRHj28T&HPp> z>rh3H_V-X9QhHn76>(Yg{uYc#YH*^IlgV=0Ww*P`RcqtLymyY*n2c&iHaFOy8>6ee znrdCGQ?KzJ9Tyi0L7&w=pGhe&4Gp9tGg4lad4C?$Q#vE#ShI-jeqNGgG8M?19fm>q zW;%WRXnv9^2kBxcq;x`cKV26dS|K5AiAp{!z>Ax?V5vNaN$FU?G5Y$bkZa33GuFMm z-`U;2e)Pi&r@Y_Q(M);9>0{NsgF#J#`EA9LGg+^w*uZCVc|wT-m!z_MF&<&FIfuFE z8qbvs4VO7C5l;zuX2Q9bVTt6Wgf0x?(+n>QDK@=TF=Hrza0uNIW)TZ09>`u92!>=5 z0Jj|Q9q~(_n?p)tP(c#62>cq3RcM+3VNpD}{Q-O-`a<9zkZA(woiKmEQxuPS7$J=W z3Otv5B+(BX;%-`o-~~SyG;=`1jyp>W^oPJ_aU8&Z#HJ90%&QPHfx8u11_ERT;DFF1 zLC8fPhjRkR4zB_vf}IZtf}+$#>V>TjRx^O6fnO1>UUZBelbM}8npU+5h5!~-ww_Bv zlV7w4L@5g zOtn=N-{6yjS~V4PYVqm&Dm{09S@n-My%v<7t|sO7Gv$t?o`qNmDo7`QgRm zn-?Rg`lxG;)OjCu%+;TMx_x1m^XBwKR7bX>LMdbM@V+wi?4vhsYL$!4mheHU@bUy1IZ_0SmyZ z*Ue#wMi>Zy2!O4iXoZXzNt@)lC$%s9s!(h~1sXb}5eykXwjnbJybH8afF(R!fJ5O) zss-%&69fVWgdl71RmN+Hq!S(!UlmNl0;DAaw+G4G3t|LnVk(KDH0p08TJR{zq=5|P zaH{UcXLr3Nz+Ezp0I}jOq!F}8&nVN;=b;Xk-!(ioV}NBWSj7ueQ!y`0I-)rR0(n_I zlRim^sanRzqZHWL_m(Qmi;+C<=(u_s0lk&-Zf%EN2{?n(~UYpd?%V8?avj0()y)kj&ISd|>c69l#kgM~3b2mY3n9Oxzp2y)25G!w4JSes?i{`ttev zoRr_*X}ALk{0+tTAAkDq*S{)^FOY3fW^N$*3UP9gS5WbV<9RmX_s8;ldUjCFK(#tA z&;_mH5~hmh*L}ikktsY z#tkJ-ki)QlgVh}*NXPF(PrTz5zr5YAV?l|@hDyCAU=gBKy>Cve)e$`=ZV~* z3cxRbjbSKry%vuN4v$zvgj;bi6-kws@4GEMnXj zEzcToPK>MVSSaXkmLI=)qiF2*kW%XH|F5{5XY+K#5P_MZ+5gWcDu*FdoBndH-2C$& zgK8|)`Uen@57m@HFJ7i{ z*>*c!#!M4JiyK>#)fSLmu>7tR{V7 z14FwNhx=f>1$LW9Yqwgge5=q+I&`T>T$BDh{dlN|7N<#Tvba3(i>A(%jPheirox8@ z=4FT4#Xh(kv07DLP;55GYI-QQGc2?8>?XOar`&3yDDF03R$(-0#3Q3ub$s~a^j#w7 zKe&?ph5igCo&!mUr)QDxw5ELCLaBr3Ln`%HKHte>;_t0mx$CDwYe#0N()9axN0--; zoJE#;^NE=c(Vbdr_Uz;DKYdaf?t(KNu$Z1QTm?dNAy$A)qR2DWphrv!^i>~nP0~S& z39<1Arg`CN#bFK)Lxw2r4uLWq54a;atLNcC5*ZJbC%!d60W?;iFZy^$Ai=2`eLT7& z;8^J7;Q{E2AYlUg!a@Tfk>eL3q7VW}Xv}L7WEi|cRTl>C5g+G|V1kX406`l>FsKgr zB>wYq7=xh#!Q_~XD~MY*XyzPtfI+$dT80W5ZwJxGV%Gt<0_p2m3WH~m!cZN6;DBO* zaCGr6QZT8x5$x#7uw8jKPV2$u!83@DeK5R42;r_me+2+C+EWBJeK#R7uG8aZs_ z{gFU`u8eawn>M`<+QPK@J7nUtLpc_GMxe8sv}n^) z!Q!#lD{^l;x}XcqPIlFfb&JJgw6Ah-rYh*Qpq#tozfC_(j>~F4Y;`<(S7o=y%x=b~ zziz4K7kj4<*J0@Qu=V3fsZq*R!Z1LC`MRbU1OM^+FRzunFQ744$$pPZ2hTJ;{%9(9 zvi$z>%@dZ547fG!blyMPR64Aw`8@yKceeIbJ#wG-t$TowGw-`wkCp(qVo_C(oR>MUAZk1b&y!2r^WHww`Wr^lHtT7!sFERF?&Vchg#8i9(g zjpAKEQPFbIJ}5CELhpvWL|F+MAh`bFM~R*vWiCiH2u+R>Tz8cOSiFcRa20V1_&~%S zK}kwr2ow+@fLS1#L&Jhlx)7;%@pnh}0eXSp43qFgt%~%C(?J%9AR^*S!G47_YTzvp zuoiC$Zvmw(LKi~{bZ9sN$m{STAq6?vEduKXO&UU%Y}otd+XSum1*5S-U9RPYBxAA$ zb5akx*;#iqTB&uz{)9*;)o@b-`W{?eL`}4jPQXA}L;g9PVPp?17)xUpDinpIWKlaFlHI+%9 zzF$*HlWiK_t>I)nYjs-H@$09jvZJVacbhN{6CQzQY<9m?3%k6riZK)xz@lRXo|aGI zKG*F1RG)DLCZaqjI@Fo1?TzFDe5&Dny5=mEmFxnYLYLFJxp^{g8ns@y_IR+!aWW{* ze!9MV(^PG~+&xlRw6&@>LC%TP_37OdCrZa-}}@9G5|G^7kJ@OsUo zpn82FHM=^mN0M4jT6CYj+P!J!LCh8E>(MXFNmJm=v-^t>^@DdX{R04i42SE?ismQ;;JTR*O0L)lW zOQ3LZ0)Rt^lSK?nL=dY8SY%yvX?RE`acC;Z-Y}U>+*J<%_fQl`U(z+R4fm*@FO(HU z1`!Ihka9j}j=A_)E^Cs)$IsvYyw{m3QuFHZ#Z0xWGab2}+&DEsyPh)Sf0EljV?_1M z=BmH!D_2*azkdGm`MB{|zIdwQO5N_+?B&R92-OAt@$>UHKite7r!QaD4{xqsZ#D9f zVy)d9?))&T9PCxMMN2BT++3!FQDT@0y?{98~dNUXDu6i^U z&uO!hhD=gKul5N6dd04>T3q(L6(l5&O%F*06Wmnkpl#X1MFX7Lt<#&0CYVv0Og5N8 zxDw(5jD*|!v65T6o~dYTnRF<{nw{pA!0v46Aq-P^=vu&AHT@=;&vlFTT)e~=Z3mZP z?RYaOrH0qUlay}O-LS2{grW#qk z)SC_~{`9cZj5FL1d4C7YgbH&>2vG`=Ts)r*{n) ziC0t#B<14OWGsQ-i<}GG0%H@@5m*()UJ(#!0+FC5CV^f5T#V=dlNmfVFU=(jIl0-c zR;%Nf4z-Ul)D&j5X;`;Ztpc|b;g5}yo1QaP2WGVQCq$CvTm;OA)U?Zr5C z_S?t=y&TR#Z5C zZvSaAB_=Z21~|SstxjjNSS>n(quYk{SrArd!Cq}P$w?7Mzyjku$7&{-4(j3B`*6*+ zs(!etgQgO4s?ogefLnuUZTX>LRcFDz8hlnCnAXi|lh&d$>CI-{+Om4(!5XtpN1d!JG%q?ppMA;Y@&+fYrw1)ADRZ`B0FjEh)tp&fZ=< z->Dc}*1gWTydJ4_y749)frYpu`8HZ>$z6?cDue`xK-sb}pHs+}d9iWSX-Bf%aihqD zK%BT6PK>>@155U9{<$;g)lf8BpB`(Hb9E+g$ zgC$0W$9NqM2Jj20Kd=CCiPkBHm7hDb7%LATEuuOAV}i4y`}C$UkpgKA9+-Fqfqap8 z0Vm)GiFCqO!(}IPO z{4x_afRvv@t%h@)89T)}ii5e2Cy_hq6t%6tN5+j(gQClC-kr~yl!kVXCNo)Zm6ngN~ozVvq(*=EUimH)x1I zUki9rk%%W53NijTR!`iD1pfJ5sS8hJGQB1Lpcw;BfNC`q;;?cK4Ln3Aa%mVPE>bpu zYJeWF_<>V^W+%wFIq1j*Xp)Z^Owt13FqmlGh=&9|>tpK~Cyc2WFVHbiwup==7&as= zVv3CF0}H`K@*E6?kcTInMcgyQDHF5gu&qF*!>C{|;Uz9DXwr~!0V*Sm(JBI37=ge2C|H zzW{N$N$Hrgty@JIp;qfQ6}Bsnq1ahgI~P+sbuT=Rv}WxCXT6-Mm(7cwYQHAf3_>Kd z{VGcD)uM_Ziunzskksi;CRN#QdAz)Z@f&mXz20CnkjIA&YX5(K{`<4az3{J93w+5g zE`Ps{SThlp%hkN`X2n^mH)73d{k)Z|ZO@NN9_)|nR7(#mj;B@W=;i6bbTXT4OUnz` z+FUhi9KO65F|0WYy(nKh_{ynZkji_tnxyo!Ul&0awYuq8>2IAB&NK8zVLs^!!h5?_ z?HB9ALsh_RU$AsjZcU8V>#P>L&GI0}ji!U+ci3y|@<`fNOQn=dxYZ5|sX{2Hn%*5_ zkue=^`+a7U6_^|?Nsr=gcT6hVT*}AhcAJ+edi3epjUs^{6RB;?#trMP0*l)Za$ad> zpO>%{yjk*kMj1~WSvTWJiDId|Jij#nF#hx1AVT?F}80;a{qA3Gc2FV!r zJ+dx#+P%bj7;ZpdR=~0c^vrk+k~8?d#6bY+Hv}4U18D%MHw;QVCcP+!i54&h!^p#6 zB%?&RBb$?E4@abNB}et4WYDjno#|k-(2(n;4BEBaMo;NB<9ShN>=g?8+tSmU)MBU? z+^Lui?q|(JrBUPeCiz|~8l7%b_0|X3Pp;Up&lR2jeEa@9Cv~$&&t7^CWxwgc_ua^w z8DFgnQQ3`ELpi+BOnthngtz8(P(h$hZ1<0oW-by4ikp>{KmPZR|NW_2pkHxj9JI&R zzx|}~#6ny&lkr4*ac{0w_Q;LMBUI(e=}F1Bu&7!vnDQ!ix0SicEd*VKE*RL9YRzQR zdUc-l3eFuCzgok3>Gh3I<<{Dq{K~R1`Jy5i017!Xl~`?b5w+&BaAViG)`M=#y})2N zQns#N85A|WuH3qoymCkl^9T5GIUAj`j&k$6sr2rRCWu{3e>haB1=S8139knu(2Bfz zq-zi9$xF!%<6zfto)pDL>kM5f6+))Lqm7PIQmDY;?D6~TQ5biz2tPl6rpA>5&WnH` zXM*iC7iz>=C)JXiJZuxiSW^%i8|6w_t_`G8DlYIa24>h`HkGG_n<1;qLUm3{Yf;Wh z$L%3peS{ot*PM#RI|CCcf}G1ys26+@kY>VR2GA<{voI7}5wigf$(Zwpkwq~zMl}&& z!@#3a6mSqIxEoTC5RQPWNCtC=9@GkCwt?9L@8N(c00l-(0z*F%YB6M7G;t2zf+;jM zfKdyO+a53nGAvOcK^2U$gz$C!Q0I4ID2*?Q>YH#S2t}84dswUhxPYF|4jc_6P1F*w zwno@`9R%D(tB0_ry!E3-ROgL2VM(_JB_OFtc>lxgjq{sfq*JmB5n9-t&ffLXfBd(t zN|&r05A5TrE1|x(Js!ayYh|-izcoEe#bI1;_BESt zuWt=Znga*E;)l$CHY?^5N|K#@IvY%%4jT9G4bIMH&%c+8xxM_`Kwh_G@60z}>k^@L z2Sh(CAn- z_IGD5dzCJ4wa4NguT%^FO{{9PR=vTx>=ZWU^YeF~v#Q%Ss@`{~nytE|gzaL3NpEoH z^=oT??5J*jT#*~tt>Ntc!IlW0?!4buh-KV<`Allol$JZ%mR~)`3Q>}FfzeQE?6J|T zH_^)bGl_V#<)kF8?yyZ@TkChE#6muyG^_bRCY=&vStlFgg={7q3YVfOc?wpI)5zp! z4l^Bf(_v>M;DCoaghMoQ5N+;CT_js%S5huOK?>;;**6qmLSY6W%hCQgCb|L+F@vZL z(}2-X2_w}qXf%;sk$MR{fx!gHx?!YYmLz5xbudN{z{-FWK)xJbkX-%tDhDP4;ty-S zP#&{KU`>U`em52($%-UF4lojC0g8ovbOg07TrzMPh=V4kW=Pps;JM@KqELda%_|MZf-d^YO#S!AewWJ(d=5Nz2#m z>rCpNRjV~YU(uZ2_qvt$+^esz{y&zkE;NmN?cYcVrG(HB5&}v5g9~e5Je>niizYClVC#A^fPVKk4>}PcH7s^;y&*md99N4Avt(`S@l>qzCu3OVF#>kAe{$p5Wy2PUj=yMz4x43z z`^x;x*W9ULZP(JFc$`UTh+8i{cdT7F!w3g&mNVr+GvCc8qq3BaW@56KNypikkl>42 zJ7n`voTt}=HeTeD#Q-1TIA@gics$m5gaoOhJNgjK8xC*)4n(}#rGN+^fe%U{lrJV) z47ZV};7`!;U<~I5wBs;`5dcRxzlB9x#j|2?c^5FvX-aJ_!mE zrG;sM^GY5cG!H07lqlKd2)`1+fT&3v$jIdasP3&_9{eCMJL3_%w{ z)6CS^{N;ACPsB|KjNJCVaekgZ@y?Zb{y18i0AD?&4)9-%z@Zs(Cv>P@W zZXT_e?fT4>c0R4^oF>nTUgy#&CyaalBK7LmgWvUs<}dw6e5dv;%5zh611$C`P~yiDs|i<~l}3^;#9%!}3y z+p2le4OrF}S9Q9mK-r{LH)IXl8HaGM?bh_4_oZ6pq#2Fjt(}TTf68gI4<*goKKYPJ z%5uURpY9!=JH-#RK<55y1|&28W)(2i&T-JyVR^n%Zt+O;D3;{7#HUknKF?>88T^Z) zSk%TcayQ{GD<(=Z=Io5OiuElDLN@%n+@V_0imL-4S-9NeO^k*qGC&r{D#o$Vpok`k zbBbRI3uH5s3Ahjv{V@OtEF&_=V<8g-kAp)PrHhFoh&>H(EFd;Q8zVv2cre0A^hDg@ zFeQM#8V*3hPSS{Bynv=l4!rm-i4Y1z9WdVjp%Sh2_6kBc5>d2g#AU-lnot!m>cSrt z)OAoB;pB_E2^KY!F8M6*spLF#IqfCbFEZ6o+N5-^*m$cQG_KU=?M%DcC~x+W#Ms^& zJJrtAgw&2OFYdt-y!qxU!}C(gjcw2Q(d(h(o-!IlvMi!SBSLeZ?+3!{?aeAg+v3ghcYlS?E6 zna$k?2U6j2JehD_;lEJcI?81zx!h;{N*rKrx{{heD_jwhQVyZ2@qB`jlCf;6qwMD; znm}mw`AOmistPVEn~Yjj0y>n)8wB2iS(`17cl5++n>eB_V?cE1d@w z4HYq7@AxVBI-m~+LJpKK>6<8T4{V{qK?k-=ZVPzb1JgnWMWF&62HO(DFeq&J5&Y|z zjR}E)@X9^-G!#h-gWL!DFSJ;a7L1n&P~YY}Q>vH4#*N<2sn&q${SL#Va@A@s7E@IR zcr51p_EqoVz|jGg7g^|a!4(M7>+E#_+br_T-rQPLViWme6VW#wYGQXUmSEssu=`I8gZBBLLd+o#Wt zs-m?2O4Khj5D*VZK?C_&7XC?kQ*{$d4EegY|YKkxx=rl{7ij(bubJE(|hkL z^-xA+;zwJv$M*KD6Q`tZj^`v#wI+KS&AG|hW8CRFltJyZBITu&EC*|ayfReU#n!l8 ztH35^%KaE5^DLN5p?jIht4!Vke=7au@OM#3(9AetrY+`N`hQ)%1dz0w))sz+i>N{lB; z8JcZWLh6U@!JB^KcxT?dInJ`}X1-r>cq1zAcS+xmpWl2!(3lKw!-6kciW#G(7_G<+ z2yCWGjdJeRS-wG^jK{ANWrkA7Mn}Yq@?-yF5aG^dvx$d0*zWMZgan)gR*`1-@>9(?&37L#u zo8L|uog2Ed|NJSWe0i+#@)S6$4QW3w%gM(-lztn3d6H33Hv6 za4;ayZN!&IqnZE-z;+LniZK@HYNT>W9h0IZdZaXjmccFqM8B_@%WQ4## z6vX&9fQ{WUZ%BayVgOzNk`I_UD0ggb#8I8pF$fGE5FUy7lya!X<)%#^gn76Ov7cfV zlZJ|-S{ZwebLI}UVDEZwdin6-_04|lw@3StQcYq6)+gtqUXQf>7ai;DeOI&H@la+Z&a?I?l*emTIVvksd7)rKN>|Ai$CjDS8BWc z^VwlKm{seQ(J155QJI# z@#E_cH{ZX%ENI@9jl@pkzQye8pS*4lKKoX`zS$potp*(>vFrxwpJaznyMzP zdaor?AIDs5A)X&}F^k47i}&+?{BPyyA0IiNZt>?U9UE^*P0rz2cO>bP%DlQ4bwh2# zDXBz5X+P>J$wZ*^un2=glh3@RGJgo+iC z<8ds*0SzEnB7{>i&@Kr8U6g}41;>JY>qT9oc44-U){N}edBWpS)z;w`F+dc|iW zF(&Bvj18I29<)nTA1OF^C19q7ukL?0H?o%zwFEF(5l8_(uM}bTds9<~$h?a2i1GWpLFg`6o#DD~&H{&LZ!!bq?6trL2t8-q}X{C^}lr0?g zywS8Lvj3!M0Em@0g`#VV%IWy*?X-3A>FDOmAfwAQMF$5rFgYeW;@gkEeSO*U!4XL2 zactyhWcbJyPpPFGXoz9nIj^?%AHUn{WUKq_Xn}=;mD?+Jv&Pj>Jk`6nY8oukQA^V* zdxe-(7U4bO5g*K_J0}N6yHB%c{BU8&>Uqg16{5;}qAxYbvy!{*NC zn~%SI{%~{o!nfdY_)iL}Zo9R#GpiSRV*E{3E}3VhJ70d=+bBl^E!C+5Y0>D~2u+9C zbjxkD6B4e=Zd+f@{FVCqFRxCZ)T(i-4%)fs998_5lNBDpvtoGVDgJs!e zaq$CwsZq@W=oD<6r-|Y8i^u@7E^r`1z9uF@0czV#D*=oAf-LM3vO4 zY^*lbj=Kt<3iz(zKP89Vs=9env$3@VXQkhHL(OGEz878i9%2C z&_Vn9#rXoV+esWk*v&hHG`IjRY(cQXgBT$URx?fmV5y*VnQ_*JD;D1MfV@Hxo`=qx zpkF+h6a-w#NXO;4+fE#kFv(&*-~?RNP`g;py%Gu@Eg4`0CT0nGN$@36U>JXa#A5O# zNNxm4slXEeT%qE~1c4TbYUOc@hEpD3GPF@5vH-e(C+s#H@Yc7Ve7p}=Fp_tIA|$IC z+24@$PE4k5VF=VHInv>nPXKvBZ)af|>nC|oI&a#N!z)*Cgj69sj|K{1wp7hX z@rLS6aHWJ~^A*^1svH0SeEc|3a5*Qo!hua64f7i|TKVwz@3+b<$mm?m9V1yTFmjvc|vdOi!eTaP*i(PYjlxf2sssMARcNknN*B=)l$}tTN z?^!oCQs>+8Am3~ht(1;`_tNsq<7BNoJ--^5?!w;2?y>p@+g_RD^&SI-Y!e53M+g7> z*MGjg+B}VPwAixU3Ec>cY8x*^pZpRCWOg;)2u0P3xUqqzZFGbVlk3G=67Y2{$u&DU zfBqn*?2R^bZdUii;`Al)^0R_XZ?V&d6GhoMl*D-HAi=x#E}xBX%fT{q=_2S&Xw;s( zDCt?8%ozwqDY$0|kFB+0rW1B6rCdrGWKtnO3Js?v?C?<(=ofn8G4XYNY<7k#x{ULiK8I~wB z*zC}RSBB~asz87*Fm7(|!|;p}2t^IA3V#%11keP`1f+8DC&Cd8?szD50(}vN4*pQU z#z<}&m^lB%(J;Xi20g$6zj6gj;+51)ZEJ&OJ#G$GQ&Ng2Ne>*(@$>IqRC9c+xZI5@ z+Rn|+V8WJn?3Z7id?}HM;5e{5*_(w_7buJV}2@PO`py!rez~$TSI4Naj4VZoOCk+s~49)$SADSj<+F?O;#C=?i(l zE(6tiC0iMn$@}>2laYQEDGhc=eM5rX<;ofCHs~J>4x`D=q{{XEQ8gr2YVk#r&1()i zofeNRRR}rPj1*-6!(n6KHW>i=TFoY3Oo%wV24bu(8p4)9K6+<;ZD~<&-B`7vW8!)N z*|EtCeVaXB5{rFJQp)N)m-F?1yy-WAbh$?}io@QM8gw^b6;`;;pwY-o8+5tICoaO8 zG8(cgT2e_&N@+<#dd)-OdXR&C6c(7Z%N(6GE5bSeqz_97dCdwC!v2soC~ zKK+diD^L{u36z{D&{<$npe=eCfn0%OUYHW1GFb^{H9iU&1ET3zPDU?g1YW@QPcUFq zZioliim4dIj3$g_4`VJg6R;3NIbtHfp$mX5;8u`*QL_RHldNedJM=|ZH$k&W;Y^ID zilDl;%Nt%O_((|U1?brD6vBiD_yUd_C|PuQ!hXOE;X{@MA@blU#h!+y3&{7j>jIuY zX+swuQ6Dw@?#15uczd&&^ul?F$tP;rJ@8;yX4pD<_xxcCPq(dAEEX<4U)$yj&(5MB zp79e++tUWq?aU^kr*`&Ia7yz;;&Gd`Jgsh6>xvvQt@)5rI_xE#T+*e!-p=&TzrJ(2 z%HSdHD8q)6ugnIMnjG#ztDPxMOE6_j@l0iYyuG{Ao$Sr7)K+h22v&Zn6o9|Os5+R) z(?Y4D6dRZ%=X<>;kD0r$F@Ne`a$AbW6dWe3h6yYqcPq{8qLl{ zb6zbrd>%cVYVR&CSS@y^J79C_*Y2z@I`mF`U~L`FS2PU_H|tz+Sl2xU*f_0H5eS0T zj3$7+CSxuL{C5qBk>Ge1?8_#L(bR5hnuQ-tS|iuDFjr|XO*J#nCNQv>RkE3F zUSTS+E^mtuKVDJ>cfYs75z|I!5WE2qUt=yAfI7z=M&v!T-?Y!;OUbaz^EkpYE{r{m z=zk@05Muyxf%g@Xu%*QSjbr7)85oiW7PX35f`!wo7cUvCVF1w3yfN~UQ8(&A*`v+k zFpNqf=QW&xdA~%Q^`Npqmn9wZ);$5m3rl%CS13OG)=-rAE($FeA-Z<_iuf@Cg<bl+soP%6QQ44U||_?H3lTD;{5=*=&^yg^DujK;6(w#t znj!011WAl`S@o7=MKXYnXAHo%iLrQSitDR^dv_L>O$b=k8~wTL(;b*NxxGFEJ4_g$ zI+^Ku-0OhM*t(Bp#9u@&KE;9+_biEO=l)lc-as68UHsXQOf zK78%y7t(&;IlMT1gGW2V;bbp|%{UvYn|?N=Q$BxfZDp_rp#;)II@pHLDo zAYhaQ6-NxoQIUz^{)@y=hG)ZQuAvw%2qFh$0f+=X?)E0k6UY_hNHG0KYXn&r?UaG$ z3`aEv60_S%#k4?b6 zlWq#qCfYa&J0+qC{FlUo=LcyWLo)f?B#;p6AP#lF7Vw$i8|_oR^%J3_vajXElB5)~ z#mnQCSU@gUQ53f}=jV@G3Y!2|wpCNW13#J{z^Gu}lbi6rRkGE((yaA22T{q=E{-Cl zYG@Xp<5RQC%Mr0}wJxbjITJPE!Rihhx#DmH z^L~sHX{9|A_>KKa{>#~H5Cy3cjUCFE6(iRx7veur7P6O>s!t{w1Awqef zw>cK&-yaOii-p6zp2?EE%VtHl@1(itSlYN7nO%;A1>@7NH|PKO&7h+V{tbGOR%V;! zIBm8$O!zOX$DzilmV-{E7&cRu^^D*Xvd>?oB#7l4OOvT=F_1F0J8f28*EpCd`GVgO z!ks-HihtJy*oib#$qTy?Ux0-vZCZ#AN2gt`-HZj3EV9y4l6*RdxAJn(Ge@A4bapyX zcg~KH4p}J1Jj}zqAQoBaS;#4BJF~!hGSE}r*S*OQ%A~_KJ%cUGbq(e8| z5l53x_^|Ofk;;<9p&904q&Lw)Tl5(9bvrL$zX5FwM>H1HM3GP#Kve({60{sP5s>{! ze=-2XHY!CU0s+t%G0OWe`r-zRp#o|Mh5&3a=zp>5(P)lXS8!JgKwV6n??A`FwS)K8YW|9RiM}=$4SbfmDMTfdIWC+||+ifzDzE$KU@2hA~XvYA-pWx4-~`_Kc~3 zq_qW6qd3@k@K6LHNW&foA`WWz794xbCEz316V~oKGyO`tvRTTes_`_y_gDpXjg_L( zXyqVLC`&v?i=|vgDY4WV6%lO?V^(Nt`>N_Ux?GtIV@xCxxDKl2sR#qkMopzQL~6PA z@K_tpc$;;z=k-zkZezvDqzfAnyOtc*+DPO%83ZzuhqGj+RnKLbt?goQo3ndul?R)6 z<*{1tU2{OdM_)0Ttk#)SyHSKxV$^K&n=CvW*41}`HMcYBj?Nqg-JRe+|M9t*nH*`G z_nL#a_UT79aoE(^VAkkj6eZx)J^KBJCqMi))Ik|yu&qR<7n7C*Ifc{e4!A5>6KrxX zQ7LafSo+ccQnb_TygM7=PKnK;s5My;{`AM=#Y}=;kz8>xx8D45Q}2-= zp2Q#2=neR4j134PA8QG54 z+_XjK+iZGnbtZO-(T$Ug+|9*f;3{NXt>#Y+&g8eY>>M8r=Uhq}b8L?GQW#j#v1HQ( zuW@|+iP^^Oo7H2wghvc{rQuQl#_$Wi z0DeIs11?LT26EZO;0kvg7fup5Bom4*@CU@clTQvy6Tl8AT{4XjtjrIKN#y+@VVKk| zS=R8c<0nY_4XN{d(q^wz1*dg2I?6QKL&qR{l2AMQlW{3tfXYBBx0P<8Q)(zeacj`3 z*HeX~H;?yEPhUK^sy|OEnFEg>=W^bO{Z*g?w(;mm;7d#G|N2Y9E3Aj-M~t&}niK{@ z)fr=`qnyPpRS0jnE?3J3AAflBH>&E|zHSGSvXIK9Pn3`h5(TAiowuxhSZ_2R4eK#J zDg|?Swp#UOyY+OwsFzJa_8z2uID4YJG(SqJ$3I^_ z9rqG<@>^9+cGa3Tm+sGh|I69+{}y#_Grh9x3vFKV%*7InmYkH=gm54HNt($_fAHPp z`sn+=yH|pP^OQU2u;|T;tp`y#k*LdO7kEAKYX!vp3CNBtr$+huiuOEXjiWp90jm|P zb11SLk=6S;D!nu5s3XypghNb2EDA5G;e1iD*VQPcJp1nLMQd<+bZ;E%!%&a;z^)e) z8)8pN6stmrYPE!|cqX294I(QJZ59?x7;#-u?D?XtO=z*0D8sm7p?PH-vWxeGT`HXr z5Ce^xF^X>@E+FktpOYy8Z)d#V(Ez|cB)CFQg36PN5ak5MU5T(71Br<25kVQlj1UGE z%tdhY0MLL-8CX5Hs4k{aphci8V1t5vV-O-rPYCG=w^fRQ#4B9}0D#LLrUqz^u{5Ha zVl@Oj3-A_h&*-+KqKQ^G?301;B6^R=iZK`C*a7FhTdNRa;6QlhsClS}$u$ELND%jA z^kEVU3zI)WBva-YE?pWbrP|r~VM>fe7V|+b?UmkSI#HzjJujxnckG(d#-~ z$UBdJ|LOSMU%tM-`Ox12A*3nO6b#HPgq`NKN43dN96p`#zy4m-mzMbFN+hT4)FM*2 zPscYXZMH;}Y9i3@M!l{)`^%S)UxRJo=m*^5;=B~>?y*!TC_?X~O!joA2g!TeFI1(< zNd>N+4)>DLj9O$$idw2b1*)XXh7E7;lg{onZoTm{-H!vkuUmimX>eR?dD;W+mzQ&? zaGcU_4r+VZ#Z1+14`trmyxTdK*G=@@cqD!H!&Q>G(wV*MZl~8s(}K_LOl4U(fIvwq7!34i(l3X@XuoL2 zguno@0uLQLST!+J74dV#g^O^|F+9V6KjP%zDvmEZk@TV@LH{NP5;*G;6Z8MSRe)KJ zQis(f4=Z&Zv|n=B1#A%Z3Na|vvET)1GA@7?3E%|Z;)Fq_2e8e6Ex;%Sv9Say^MI0r zc^fhzG-EsoAU$r@tCQWLRIeY7)j-^xi)4=kKwW z`SE3np$uE~R8P*Q3z0m4yliELkO*Yp#GnihBVZjWGgu@+FC&y;4(1cVXCagYsKgP8 z8iZHI1>&O7^e`y^-bKA4iCVzU2JAK}g4GBchnO!B79$B-;!(A?S2Rqv0D5`c%OIEm z)PS=Du@Ql}4X(Jo+ZZ=ex{y^O5)ga` zKM)CWdnROF1yUBZtAbDJZ!o?T8?0ORau1IS2~KXb3w$gh2W9w_Bz*DWBglC-wH?h@ z%sn3;*7r8E`NOQoA>y6kOAj|ElWv9%Q(}1<&$qiFZ>pQO?;kWr7}n&YRKSAVTE+%} zya!}HThbnLTASM?yjbm4d;G!qNthR!=8eRu2Y#H9dc8Y;Q=?9QY1m?nw&XR_Hai=s z$Kyh3)J&D)v$WRGx@u2evzXm;>F)Bf^Wr<*)vup_%}RpD96V zZO&@tM66saWy-28m1_$dt}vDLr?^7Mi)=X$RN^w4T?F7>IhpYc4-hy8E}6iPmMZ~n03!$QUG!ie061kJf*3bo z!WKgZ2bKl?H*A^E>QRe$_oEfxDtU;_4OA5*1s>;VkRtI9Xc3?QhUoV;_>Y`^$vqc~ z7WO_AF_2p{bU-7(FMMEHfSZX24WAKN7q^WZmo|JL+A|3hf=e1inPm6{*oTJzyPDUh zcH5<@TFxY_^`{h06!cI%Y+R{oR_b&>Wx`X*L+>GrUb=>`10~IkQ)>(N(;dYOp9*d_ zW3gbk+5qkOY-hYzwb72)kv2ORoE1KPzBwMi#=i`~MEAJB>O+o%(PzhnFc>iRuhs*0 zs=PD4e0p{McJ_HTZ%ImS(cB-*T%L@dJHL2)eUuJXG}bL;Yvv7;6B#8r#o6F;2jwJF zS7KUWb8l0f>Ou>X$-%;ceZ9dqzy0mEYsdf02cEs_yXHmR+8RY!7Cc+S+}8L>-_6Xk z>)xQ@j$zpVB7@zjH#HE_q`@r$xru_ z08q1PG;ZCX9Y*(LNb8hi>l)gtbHlA4C+{^>Ou9ys(`G@`gw1V_Sk@N(wRGfRUrZ{M zpf#9=)w??tpD3DADD*vUoLm!eRytJAysRZ2C|HhhJm`P_r5P%PJ=uw!wVp?2l|(E) zNH#`NRa4snRA}C+op;9VnTSWM2OKdOBO&OcK`LBNy5Z4bM+c)&AHa?xS0=o4p)v<= z0SsKo9>W+3(05sh5rJ{>oD4Dp@G@K#@eeU7f~gBe1DO&KX%+<45d*D=F%%b#TMJ!$ zFGNhnfGJ135Jr%z85jka7swF;1&D(Kw8Au2EU19jYl2x9-4<{!KpJwJAk|CU$!L6D3ZMTLcmNNQ6fKG#e@uL?_F+jv*p!{O z=Q%I!T#fYip1gnE%gYQ`+N_k|DIx*5b|VB$*@`4>8~1Xa{$R^3i9mM(nVqK59cL`2 zv~N-`MOdLcKZ3$FnM??u-=DvjK7RVcyPMhN^^{zQ>lKpEa&&s0SvnwTfJ$dsxN zYU;Q>-Cl+iSNQkw3?_@+t54tl{Qa-0)0W*S$*8wSnqTx+AS0vn7gV%&g5s zF1X~dIv}B>Jr0N7B9BW(y$ckwyJ{^o`}M(K-bCv-n4OPzdaLVhTez;CzN*p@hgg;3 z$~tZGFC7i7y2}&8io;uQM8TRz2$aE+bVt^)8XaBya|Z zmrknLPQQd$W6)>$xGz6C?BT_m;biA#OxvBlxZcM88LpP?{=$Aw=|!T&i7mJ-fBf;Q z7B`!iT#|7Isus-Ip#%k0IsC|j$O!O-vz$Fj`y>e2;j@VBbbWiqJBef+HX;y2;FS+{ z4LP7;tYt*ZfHI&7f#3^1^jvgV2-lE<1IuTe+y38bfd#W1^DU+eTJ{Lw*ubKcy!261 zC|T4KIiW!Vf%iXPENoo(2T`>{w?U2)q!W`!DXeAifI>(%L~LlKq|Q;~c;iQ6ZoCEY z)4&TzR0T>C_=1mQPe4O~sQ|}8IPw#11S%e$dSt*QK6wP`Md_-~S)rb`Mj{e%GTT_U zXSeoVe>VC8oO8={-ann~{rWv$n{b933}aficcRbF+AOp}&v+nc(* zy~?Q9*2WFL)eV3<6wv+cKcD~gKmY#YpI0Z)z4xC?7AUvJOs!jWAI_Xk$~@{lc=!1A zi_3TC^FCXw2X5ZK`D>q(nyqli63m}(JHu&5JdArYT{JC<7k~Th+%l9aztnY?|JqMyCLJVY&xX3;;QWHOq$J#cAN>62 z@{Nu%L#< z1IupPM(4?rZhC!p!w4wZXN|UFD-Nd~`;0qeE3dm(EM_}x%%@D;%2H%c!#(XhnM$** z0K*UW+NDyXhDpQYXWap7W3b(pB*cL5LT-As9ZEJM3iDQ}S1Va@dsJ-;Wp%Q_YbTFS ze|(c*-M*j%B#H|I(?U*l5))s*#>82;91%V%70u-BF%9y3U&x?nQ3~7}AiF+{yiw?X zLDfdx;{O7s19V?G9QRA$(#Fw!g@_0;JWk8dyfd6PhNT)s4536A_X(g1Sn@HN5Dr*? z2D6cDQ+U(kmyOUY#X`n|LoqJEIA5R?fd!x`!|n#E2jUq?sEk2a@?ln>2?mU*0A(2p zNYX8Z43&+c8M8qEBL-={=()JP`QbzAbF=8PMDB)a#U~@N*%(>yo4_aWD~}^30N+wf zbg*daDE_Eff6z?`d?gXKl_2E7<`q>OVPzs2Ol*Iv6F4~k=#_BCff!WHu7{|^rDl;{ zYD+gizq1=nw$m}_OJUw`Uo-dA;K9z#yW_%6X|o&6ah#mW#{?ml-QS1#wmn-Ll=Gpm zlt@&zzW?^_!;7Dp?Z+}Tv7 zfzedbEiW47ldH-3)mykFy`FQ&$=By!;s6)Aix&ZXmh~+0AAbA% z`LPp1Ag2R?#kSn=tPV+<-Gx`Zd82cE{rsat6;cbCt$lUB&4pGhZfYZQm@sj48k(QL zIIhQZF86G@`bV41%6bv0oa}~|k&Z%B$?=~05-Dq@@xtl<{98709_N#ffkvx+=Br4l zB4>_fSck`-;y038jZ&r16dsMI&4c|}v8Skqmlwm%{*%#e|MGl(aCowHB6bp;2Xn<2 z7@ik)E+5vK7P=?~{W8>BLdfp{lfds~@-zjJ+bb$rX?MYU4_LK_cs}?bhN$ZM-`_n>NLWB-o{G)fbJ2 z><({o{>#nxr?VfgKkl(yzg_T@Jk`z3paA*@fb_}br}^mJ8&Q=HB871^U29}Yd%Z1{ z>pX9azCB!b|EjQVq0rk(HWdVw{`MvDZuRNxr|VbWwt|iF(-WOP3VKGd?{zQHum1G& zkKaajOgJ)_a3Tr3xDXLK<+MZFyUa}={`U2wrAZYQ6Pn0gCaJ7vjk5Ua9U+trSLYWx zcU-nut#)M9Ep^_;H&QJ}Fdu3j`t(ASv75NMI#%sVHs|7c`Y-=j&cyv9SQ>>&Q&T79 zZm-2PtMzKPswmx^;|B+aJCn&-M`=9WKORl{r}J5VZ)dhO-P@gw4mB|ARSFx3rscf$ z=_qr2-ti+IsBH2id{QdRJ0m%;8_^+3=uLFa6$cR;4$S1%PZqTR#XodHB_WZVRG_x7 z9%VR^Tny19W`sEQwit)(1%lo1C}0#WU|a!f6%XDR?3p0$VZ#_(QCVnafW63_7ULeq zQP}t+T?GP8gafgFTY=`1VnoUMZ__G)ci}pQ1`L1zIG7&^31mRVdmi;lHZd|_fH`hc z@o~4qFNzh*8rnKOJKzWymt%-RYn5^=G?g&DA!rz`YGks;ynuliP=!C#KChHALbV9d z22y}nk&ac}XY)oXkk+$-6eB0`n{qS3rBwc$T0U6$@HOU=XDz!8Okms_Q>ERf$NBnd z>&0BhUHfGBeG> zX*C*l6`HgDpMTw4fBiHGaAl=(KWa)gPVW!~oXZ%mR*}1OdMIpes1B(X;xh$HeRqt^ zviZgMpI?7b2J<^`A1K0@DXo!=e{=?U!#&xMIFFTgl$EQ*IJ#XS@ ze)KTCZZ_M@R-ca!!-#psL5##Kv}w_*Z5^p`a&ZtGlwGl#GT}A1g$}}7gz?2^TRM-O z2OMXyuu-3!v91S!nbn1OEwc~+G;Fp)qT#TZ^y>yI6vco^AC`59XVDTU-0HqsM34lfh9tB255TpNah(deyTIegFoA>dVh z+cq)R!bThiwcGbU>JEi^%O(fm5xv)iCQH2haW6){gxxtAbpd!GdJ5H!Dh`A)f*ZFD z93k)ncsK$$F@u}K;8KSL6Jr`E$Y2uTKu0z^aMj^XPmviJvLE#3Ak*o=p4boWxSPzO za&-B0e(|S)L$C|9#HPF%EQxW!>I>J;jyy(rX`#UFpq= zPb*h{nH$Y_N)zo!4Vdi9;g=8emNm))P|sfIq@D6q-8-5+8Sg!sUG}p`3lDD23c;8V zjPTxUTW$X9+lw#1{-`F(%{F={Q|-W(x_tCxTp6Uw;bf~+%;YP3Tf^=P#aJJlPB;vSqFJXga)l{_eXs-N{)wzGSnea0-&IKW;YGoV0%LS*ObR1*dDn z-jvDVbQ#IJ0$QlF z>a|9-P!T#60O$F~TEmm6Y^m+KdORMqx}E9M-OJbk^c42IQ+=9ZVA$^$i zQqmt8nxk>;##-r#70^Je46g7rp0zg$G=cEU2puZdQTF&-NpLc1Yr3wCE}x3P7wH*C(kY%ZM=FCKjO zs&4tfuSxs;37(eZbRpWxJh-k7YPIg5C8Q27w;G_0rG?CNCtjDlkDi>qeAug$cGM?Z zv!V(!(^+9#>rW1MwWiY1_J-{sh-T%8*|bsw`?iDhq`cZFD=l_W zXX4jewPak$<*TW3i?-sAg0HMr?H z)2Fhn-021FRqeq3yoNb}GK9StC+r@|e}rH3W$k?qxe&PFB~#Hxjy~r+kh^2 ztA_gIBuFoBChbno#zK93U*2_@tsBN??U?=0KM}<=00L;En%l=$c?YIhi7E$6d^pZ{ z;S%a~gu_{P%;!(iAo$lQ))#P#Eg8rzzQphJm`@?jK_i224HyEV58PaM+Ta|4(=QWE zU{oML1CGHW15_8sGa|MGV+^Vuk}QQuIOv7pGqjSZTJkSeaxFt9Qo)ZwqFvXMa-6}A{9`$8@kWR<*NTdUtZWRLlX}6=Osgg48 zR+?i)L9TSK*Wc=ESw)NY3O2tf7j{T7S8Pk^w!4LFD1A5%q$z-(AxP!?o^Y|v<8%yF z9`6YtGJ`|bP`stqEh$go0C}uChhnWi-;R42bM#NlU1%#JK1D-P>U3&Li*%c!-=L_m)d26>Y&Iy~F+w)0p zFq(H2Wu|bgh{?qnSJ&f8jRrqweM3rB4I!_^oJ~rCkha_hOV@68Ze$y(zs!IB)2~x4 z9uK*Uo3E9|L0{*wP-|kmE7N8}gj+~l)S@B``2)Vio!Mo(nLt%I>~KOt_E5&u)0?`GEDyK0;|@(~BJ&L|vAmtzr-3}W>Vk+)xVUY)q0JO0rhEPOrau^tH zDUm2(DG)O7=x+@ zGs!KY0N4bm8oDp02mEvhk0<^I6eUCq`5Qq!2w&#KC3nzhrekWemYz0bE|=UH&w80^ zb-0C{7#Gtr^6FyCA#2y|a(k_EAs5Szv{by=IM9a{rn9f;r{JDXXKEB_Uqta^jk@5} zhr#NnCrS#^wZ?bn2d4)QPj!tKZFN37IU5fU#HREc?cGBc%*y`w<3B$sW$@u(s~u18 zmcD*GUW_`^>Hvkpg;NDeEl9z`e7IUlRZlOo!6-6yrJ^ykZcORt8&Ck%yU1CT4{H2Ml%fNi7$q-aHbTv#+UQ#&B=* z>9jh|-GO15!5L}P))7n{(go&9G3K^X0rz_K_1Wt=C_67-ZKt11<8EirZOuqRlbq*Ldwg=NHSKWOTHVt=zUgVIl5xsk&i~kYdYU=KMpBVa#?Kuw~B2vBx zkiZcRWrhI)0|UTaL|M{;Gj_|#BqSR`DMu#q5U7`c7Nqy$$CWSDk!RV)P@6xzc=qP!tq*h7Yc9>onNp;(Q<=C#UXCHUJWA!q zc_EWXMPgiGbs_FHVlNHmcMs>6&*xV<4m{p==$}uEhXZ{s|4^d5gqyc_O|`^ z=>dyUR^Pupeem?>$G-CGt(>x59P~z$i%C4@p=;;N5)7aI^X@CRzl<0bSHPXx-h9x| zV4Wl-w{VDx(fb*(S>Z*kQfL%@%*7?1UW&w*;0VbnGshOTWDN)63V#URVC@n}f59J;tPj7TMu3e~cgtm~mq)Mg(A3 z(DuNqAS8J3)kEV&?FKQylAcI5G)yX}N>V&5BxHck@I#mtU;<2`>0*t9pdpHPJJP3M zYKx!3Zx7=JeviNgFr4Fn%wu%*1pyG>epcA?0@#C$8K-LUbP$>@Nl_!z#weA;UWXd` z|9U0dNh0?F+s>Z@#M(VE9?x-k6c7DS$UdpP`|Hia z>vwXnq{m}-UR@}sT%Hi@%RP3QPj2np2V>W}>NcvGT$VQ>me?#MR&|T!l|$dVgx*Y< z?0PE*_pti%-={q3NWe-XQ2uVAUaAPDyOc88oexyO8Q55Jmg|0t!Bsz-3UJ|1?7aN` zDUNE8;=9)eN0^-}5kxi4tbhI@JZdOR__Cg@A0$KjqakHew)aZw)a#5J3qA*S0c=U& zRuc&*u8l^bUvS15!8cJXSW~I3LNJB~od<|3L9B4(!tj6!1*;AH9{gJ(Q3FwzSl(eYh=9c% z@7@nsDAuSJ|E+#1hAMP)B+kdB1I#@Nf=L&>l^NYx25ZkrhQ=wZXrbPgI5km?Bvnb?EIG-d*xaC?FZw|-RVhRn*^2OVIGbYI3fyFkd!a!NGc0A z{;aWh`R%tq&kdDEX6tb4+0iBBDDHAbuvkROhy2qTYfU@TB)}Mkls=1G2@BG2`Tn|9 zzp%QpxQ^59a-zvEIIXoU2BD<>ut9hEP|R)U?q#lTw$Iwhc)YQfJ?yefqQps!-IGbq z%Zkyao$6&{nPDSVN+(Cv?CALY=aSNxbhYj6!JU+UdQhvC)LBnq=Rbazu}v%IH*cR^ zj9o6?eP5tF?8M%T^gJUD$017KvHkQmdv7~v*skR2`MZJF2 zx9s4{5Da_P0I33spjWBO(E5UF(Y)x_JHwWsHrcES%pq781ze!q>DjF4_9YtHt2c)W z&<xSR6cJpgl)5`fw%U8^c8}}`dY1YL~4hOnOUo*%dQIJtMfRRKd zkkCxNd@5E#vY}+zlc6pF1u7uP0Y;{|7-!2+kpyz3klTfd1V@HWCtLx)n|I@tf>Add zFxL+pcx4koBoGi(Er^d89UxbZ5w;D_MIdNl;usOIyFt;zfT)cj0s{j)Ac66AP{LPxtrj|RAaH4G`=r29gLM#yDgdcoZsw>vx>WKBb5 zgCy7gF_s&%@vwRN@nP=K2c7ylTCg+@2Fa(jetowbLcSgvZ$|KB4;;=?o=eC%#@&DS z>?j$^@u6I!bM@$a8#ocJ#%W)=*Ut2}RAEE%L}*|ifbTp`DIT$xN*+#16!O)MP%6d^ zd#Scn=snt38FRoHHsAF=o0sjBZut4jwVKTEQCD`rCwKhrR4{g^%ud<~YzKVY8QGD_ zf!!YVwN5^~%;eQtqPN%Q8^!SheO~vv4i-OjmU z9~NCy*a-oz(RwdC-!|Si+szgmKaav^$1D^{^VX96W4aYIQ#Bk+|*0pAMHS9_eb^ zz+i0NDIKhA+`X?0y?>ids)J4r{boD4doJx3x|?I|QEt(%92q5+15F(3A5H{t2cFcRVn~u$KvhCkDD>B#u4{h9iN*aE`!z0$W-THhP$b(PN2*l7O(J zbXgBaMqO}qu^1Bk3%?uz5N^LE9|i;rc*gDUK(I1^X{6XtgSg+I4HE(z1{l2m$?%FW zSY%K@QQ(PUkApx0lQHNHVBg>^f$GEqh$1HvQUWyKSt0ihG+r!mK*vzJ_%!Y7bOWoW zFH~e&v#&qC`A25x^PZlR`se9(TN@fuIS7^tQp#U%vMdM)2{{QD*rJ&QC?55sTb=on z+1TTvt*)>}_1~joO$YS41H@gt9XuWS^F2QO|yzQ*vTJicZx4qb$UNk6hKM}*WGEJLOg3a)Ey#H}K`51kg%G2z@| z2Jnhu=+V%1G1Ox0Wni`&ge@sPLV~D(_~8if2La(+@MFq_(;jLV`ICf40JtCwNZs<^}5iI;Jn7gO!oGN zo8B{9&nnfL@!2kH1$$j5gM*=vjTb_hE|*Ee*EJz?aVhDFmzy+eEKPH#$B!Nj6W$f? z*>z7T!8m^>Z%tU#u$2P1=yN7yZ8DgBzG|1VjY|Ff+SBL+AO-v_(>t(8K0*C%X7<)U;byiq39<6$J6_Trj@SW<2O=5DWRl< zgg}Czpr9avY}l|t*f$&Yg%@6UA$TJQf`}k)HX#G&p2hsvgeVic zAHjWy=K~RI4|4>VAczeh;Z{%%jjl_u0Vq3yxT}F@utF~eaWBLUK)#SVy1{JS4zVEo z22OB8@dX_&@wEZ30ApNYjYps@WC^&yfdNKcqq1>710Y3A{%@z@*1HVCO)i~J@E5wqWJ z56T5RmxzM(^+L42*I)9-v#kW{iQ%D*#1RIy?MlQ00Wsnf!wHCx@;hoR6>0j<506jM zUXw=}oo~h2WU<~&?fr5nW47#|Ia=p^|Igq5_w&Cx_dBa1_ExKVeR6I)ct4JKn;@GX z${K1u{hyD&A0NQ*%ykM|$I}V8-PVs{g>22v&^*`xN4l1Wqg%vcZHH=txRUd8i#b@Z z3VP-Ip-jzl9#bgone{a1zx~}w^@g3`YIe0bXAk9+^oOHyeO93iK0bI^xvOpQkapZ( zDZ7fJ`u?87G=a>Wd9bz0s9dWyok#ifYI^?!Mu93AFiaLAQyY&Zt1eVr9<}Qo_>=g* z{yfI?dIj5Z?6COdAa_^w_2QHdh13&&IoEogc*(Cgql=kXt@Fr6CJRz zttFN*Assk~NtiV*u{^BuJ=nVOdBXU6Vh5yt`0z?iySMsf8jT=>jQzzXmkLr=x$0FmC}3i#@x%mD`oB*4kxwm@M6 zXhh;OLFSPNb{r7IeSzTJ+kJJkX*?EqW#VH7XaY-C8aFk7Vit!9@B*e2@^@=J=rUU8 z!Qn1USYviqttQgKlekMB%9|VJ-e%Pkgm;kL(-*_Y-|%HzF(Hj$Jh{Xu4at0Vd~y7Q zH?!@vN^X=0Vyc;jFZPHd;sOB^p9XE&C6qel}D)Iu^s!5dgM&vX2P(elcU z%%Ate(`xVmIt+9KpVjIR^j+{Z44L=u+IdGZe?Ia-@FB~tkA!>v z$)6tGIPPjeSFEOHl}5cb)A4C7dP^jWb2r5Hws#U(DdZh~D##>OcH|M-n$F zn?H&9fCE&7$<9Ejt@jo{xSA3@BNkk&=0eU$`(dBwu-t!GGms94(!og%vI}eMPP-p| z{n(OldBgS)LaG9;Ad!~iZU{ZYt!W69$Td0eF zpqGNzB?KrsC8=LPUHIPsKA3$dYE0kAIgeIJq>j+uxG3VShub0gEeaWm9WsZ2=)sF` z6gBO^1q~>Z>_FfRke1*KJRZ0T;@8B7pEO_=3!Ol^cuDzZ3|ruHdbMm{pKLcHkmor4 zTyo8=8JxfRIJ$HBa?`R9$b@Z`hTzYOZg;|!2}nN1-6%n?8!yyG&&LNYw|Y1j?Omo2 zqb7~}7QII4ll68+pH+-bfB*Bo>Ns%tT6gE=RbJ8iWyRROZfOIU(Z)u3i}(?N4VP5O(XCYs3s$pQ z%LS~8sAQklVe6q-k8f^vs!~7>kL@<4J>Dz1*WRBWc30PH<6R$& z9Q3-r2U|i0y)~aWC1oSDu`EU+JmU_8+}Bo}B~C{iRan>s z{G!_#bVd1ub+E9^y8?!eg9_UjGdaE8Zle!=M^2M#ei*?p2r3rHZ$VnX_n9CB5#c=0 zF2Dm1yOa2004D)I;4X*u3=Mrhs0?y+<7~%14Z0oHaEL>*-A(~hps2`A z4XPWA*EkG?LHwfsvSi?F2W?9{@(}um6b0fh@;@pI#fq8*0}SsQbY3)CbX-6NR4A$y z&>4b8@^b(O41J+UBjpUohTA&ESH?3#hG;I-v4eJDM~9dGn?x-55|jY)nELQ+URXAT zaCxoRdgB+LueWC|UT<-GcI>42`j$x2r{^Lf%SGHKvE2yhU9qlze0H`P$uDkgkK2v* z$&{k8XzhXXoSn)2p+7{ljS564c$N9#-#8D$0Yl zBs53<`lr!w_i!~H*82t4I@Ri}K3(z5*)ppi6V12}%Ts9?{llM6Se=$A%RNQUv2epPaXJ9$nOU6jcd@>yF_yIo#l*BqHKl}gjXq{)&A^HWUNtb`vvrJ>T*DAoD-^Pk`Udi&qMQM%;E z7o$Qy?RW}1s?A{gEV|-*)x}{R@di+2j$i;*H2$VeRrkZ=gLeuB`7Arf$1D*x$b=k8 zuZNCe5=JO7UIJ|3ix#z{OGHRdR|7#JG7Ol>vckB^zpPETx0_0@U>g zw_c=vpCe4JYYs%of>8#uf%BML;h>&{UJUuF=&Ga~iC&9L(jYfSdO`r2E-cjGe*`*! z^hKo-=m58T%!<)nfo)NKxR-%8qlkcv01hzQFs&gl7@ZV28ch`)7d#kV0mug5J!&7l z9sL;(#jUU$B@E<28nDZZt0(vdye?Wlc?rOIhx{MAFLio)bWmFAXFqJ1y6-hvyF0e? z@RO&w^3cv9M@{>{mB#tDXSZFk!pPo;Knuv;lFF4xcY z?XwSjr`c#_Rhr}`hw1(8x@KxxF_9HZoqSzdl?U>0V`H_`U+b1y1;c&qeNK*IO5NK? z+XmfkUqoRk?oHgCn0?T#c{Qki%4zm`S(S#>u!aR~DjoKC#eivQS~GuNot87xY6hu& z+F656ER{HD&(&B*=b3~Gs>XRnJ$X-I7bex|W)71P-)v9SqYbbJ(aso!ltx8sIF_;o z@0yLQCXw>Rr=_Pa4 z00$747)BzG-{&$%7{Nyf2Go)v6$B2X+1wDc1jsSs)&%kkPE3FVa9{vRaC&0!Du+zW z>&HMBi1jXN9llI|%Cs)G!)wQZv=}LEv|jp> zoGaR>lmh;AOU_pYJ5+|1=8$JNZO74__F0SuHrL&I`C@Nu4W_c?Y_+}K>$T*5G#SrD zTDhfW4alS4jHerG%|fjaEWq}z(TON#TJ=c<>abXln=3~LPgb8Ja6Ib?=rqdv_JR}@ zT-=;_GSJ9qtM?Um^FfbY>gTHM4XmDzmzO)c^3Jjsu22q0p(My}gk^A)Z zGea?^({GDYYLnF&)E+B8pR6icUw*m%s~k4UA5tZkT17EhB>N5~XPmUsrMoy&&PUI-8Z%A!pUf!TJn)Gl-f-L@?AfeoV@c6YPhyCI};4pDzR| zmwX61FVtdScA+=11dzgt(FD$SKv55Lih!dC+W}4hg-gbV7fyp^Oj&B(y`k$3L>{5>&B#LQOURrk~h1J; z&85Y@+^PxDP$^kS6ga7q%=F5kNLj9TU_mD5bG2r&oP-@sGUKr~3wo{AoDj;P`xZy7 zR+n{NL%Q0)ocQu6Q1P3Dd@;grk6k)#xYt=vOl#5)JJNE*ov(5FY1diDZFX>aoi@J9 zDjK?{f4uvrcv^NxgjhZ+_`1nZcEvqdG1@lWsN&I33S$ey!5V^geZ{ zF06kE>NLJkz#7kb|9oCo49?5uMYo;r;He5@xd$#G$WP6x+sludinEA%+N3dibvmcb zOx^kN7 zz`w#{0nOIOLQ+Aza>1NAfFm$?6t)$YTS(lOWmG#A9dsC_myy2HY zLH0XabfXvz$t!XpQ*-)j%;2b;jAb;BS~g207|BQDjfd_2@FZGLYF6D!tKQ@HN41u% zrOw5R=L+Y1da2`&WMz+GLEJjL6oTV#rwe+Me`n3uA_wu2f0_>=)LX$@NGv=7&8ILG)z z!JOkGPP+)lCkitsfJaVDvfvub<+_2!dS}^L=Mz(LTg9hamw%0-562yzs9{Mso z9HfMCJA@k#E@0%&1;<{}gE4-9RSw2yq@!YC-3?P~QqsihhP)_wBUspF0ZTw$lAvgE z6C^i95SsY;?XTcvj-4z*x)J4=d=tvcCZ*bybIb{;q)?vsMH9jGw_RV#m4ES4UORE+ zC#^iCC>MMFOjI&!bPF?cDoEU>^J&Z@R=1z3Z$)&vsJ5_o! z>O8(0-)E`FY9E_MTVi*yn!FkhI{V*7mU#`gziz(#`J?^1F7JrGvR4ZU_rAnyS)*Zo zVsQhZDSJZm_a7HV$(@0PYSrEg#jL%)RY~h%k2JES-}NglrO$5D+Gv%zxP16(=hge0 zo6n#BIDi#*G$f9?l~#Yf2gd_ZDg;eZ&Oy&-U;X~|>;JvZRL$}enkmG26R)I~EpwKs z?sa7b)>DI#f`$x`*C`ec-W8|#h>Nl6{heSgQFBt1(u^HUWmxt%R||)^;o6khs#{)C z8vI&AC~lashy5mvJn#~i^InWvCtiz%9G9R zP@bC61{{%MvQ&c$nBNgV6i;MzZeF&AeKZz3m8t8D!YM|u1CxpHrkE>?Omz-q1BVq! zT*_l1unl&HDFaC$iouOBmyPApYjdzCuwt(gB$O8>IB?2?*b)0_4l&5Zpgbo=a!xA( z|45J;?p=9AFwaj-*<0K2)*;?H1S-2OGw`pc)v0Zqac` z^R;OAYQY-g$8T3*jdF=$}DrRAi>UE`#(v+(|5 zZ*bmcXl;D88xpf?<AgQ{PR_;Vtlo;wbjopsQ`->>@)LQ?F5Zjaea|eg69A{>!u@4pX9BkTqG9x@L63 zW(q_tm|ri{+cVCv5OxK8h0@lBUg>3QMtxo`wi0Heo}Dpjn0b1p=Raz_mR(zI&geAN z9~$6-Zbp8>ax-DoU6`eIC&g8(Q# z3;Hiyoq#@p8<0JMbU(~~ahF5;gUSHbPr#LAoLrz(vPWq(>Get|Fc&|6{eAHJldb5~<%^ZMMLM*Z9sT#ON^l&@A4g*Wxx6H05Y1Rx z9mu`S#{PZXjETwW3`tom=F$-X9^aLaqq=XH;TCvBZ~e)$LwRH5hgyHemd+mT-S2lB z(8O;%Iy!w>6^7eu#@!R4@9eh*yRq@Zvmv&Eq7a6ATqzej$(E~?OghHF%g;6ED3ukQ z!GYvS*6<)=W6TuAA`6h2w@PN6MaydDxhX828q`Kw!zi^ndOBV^5zgw0#i43SJ%=Ki zp|M%13a#1GO1+7tD7E&UbF0GCk58M!v>GWjl=1G@Uu%g~DY@8tvwwD~3k8l2dJ1WI zoK&>_`T6H$sGMudVmJ`=MWUjq8m3cWuZX`<^r|nM1_3yNKM^J7Trm+~Fu;i{CI$YzXvt`e=%eJFSWJfpH17RaZy-Ym zT*c5LF+{%ISR-3LD0skTY)bfO55)2KAn+7u$(S%WSWsvTzI8kXbv(B9!yOwFy*z&kDH36rVgT~P%Wef zbO)bopZ6)@{HWt6mlX1E?+;$zoFsk2^t3ghF)99f9}r5NdUE%0biU?LX^wYC>z9>5 zUJ?59=U?xV$ZH=YbM=-nlq>o-yu1uPfnr=izWOq*wpk-EB@N_xs}ZYprbN^dguK9K zv&ZeUoy~L5XE|_#0`G)+0>d=7l40@JZnr~EgZOGhSEJ1$RRXa*$k`@K5wLNBnH*G) z0r0*sG>7gB(OaOa(Bh!Zv659BjD&A5X#gTX2Dh97=48AGOiOAFZvX-)DUyGJe}k<> zN#nC|`NDUBxK#mSM|_4IO&8+`OehdojMZN&7S*A41fPrci;)MwFw93$`q&IYPsQtE z{D2q1e+gDD0D$l_@|{52PI^26(b$2PU*xl{a-+MM(8eRIFQ9JAvMyMXHao+sw_7U@ z*8+oXbubLqSGp~8IPY>j|LxOBx^XqWx^(5ldgj^sRdKsvLw~YKkq*eqqVRyw3=7Q3foTM(fgl=f|II`kB-M%ql4no zFi1P~`PJk0iQAIM;zn%OB_C(xRM}tYK5P`zj^@A!8_)%%gQf0in@!W4hBK;t{s-oE z4x}~9GoBbX*^RjTr(V~%Q>rF=uZM%i!=q2{n!(AUsPo#*w7yo|_>^jij=aX|32Hs| zLWE@~Q>#uV5^^Cj>rt7e+`*zJxSUhzSf3c&-1~QF+`=OxinFsu!7()-I(~OGUWkXH zN14ir6tkJ!MozERpe=JogUMu^Qb>aW8~Wu;ObtW#kS*0?LP41scRT2A1(mpu=Vi(+S;UyeZsJVYqs**TObLuLQlRq2h|j`A zz*oU7IVkvpoF{Dx7(#HK1^dMF=)x#7o3YZF1zrFPVetTc`t4}74)`v>a@HQlG6$G4 zoQ%XXmpJbOR=}yjg?>riAnkI45WkfbkZlZNj*g;3p^=*zhF%_GA_7DUUpri-$S@3r zh%bhAk6MJ~7*GaE7rB;TB2bB5qX$xPeC{o)i|%SC)@10z;E72FC5FPpu9N@;00TJw zA^8NqA_N0yTx{5}z_>8?hkYKH4J=$B0tjLU3H<70N|II*xwW={Jfyl1a^>9l^Iw-w zUL0?~IXqfh+*s^w>~Bt#I#m#Qat1t=HM#={9yZ z^SOGXYP~ym-`PBFU3i?|{{3t-q>ctROEGcjh)rI+If>A z6cN*zR@M^~0z!CkkS{Og?cVf)!8W&?jz3!wSAO~B@bIih-}N+9ZpNWm*ie4D%yshq zw93d?@5b5>(=?{_d%c9mnd^F0h)ps!e7sqZ*jcL7paY)hu)ZPPy{A4rscf{~M7_%R z=XWoMezO?pITl~%1AZxP)a%%Z35C`K0?mX$N1?{0>65Eux8S9H4Dtxq_7|n%=-PX* zh(El_v-dB@89GvuRwYEY-kF?764owq*7zw*MEu!#H^S;-tX0dj=C6)GOPNVaeYG{xb8^b^Psok&sx_yCbb<^^P;06G>`L!be5r!UsW=X=|2 zzeg*EBW9jLGMbWEALq)o^@`LvyXrNIM`!=~^y#x-^ZRL6HBlQ&!FF#wBiZHQ;o@mJ zqftd-2BY36v>q;w%Dqp+SdtF9uHQ6 zq0t5KB_Y=2jc~dMa~`)4Q1qlSK_J{t-q5QFwML|0pvK5>4b2*_MzAy3F5KVni~kLl z(c}ph2Dn8JC#4Ji7v&9t19Ao^8!!%*#)C+|oTz036=}Km<>L3pzg=Fwym5Pq<3^m*wr{n1IRxHKka;coPxsdUF$&o!5;z6smz(P(_K*AymN9l;w@b>iNc zP;R?`Q!U_(HqIYkUx@RZ#-KGVJm@?tsw1Q4O)*y8D20pV!D_nPDN4oV$NL+P&f|{Y zX1x(yi*{DGIy>rdv^k2StCYgzb%&$y`0+Rx9P^eW zE^I94jG!q}f;nWfV2!0fauMuA3=4+Cuos4Q7p`$&@JY8N+?dk`DTCkwmVzt{WCO8+ zhN;}Gzb>gB~i^$L=5=?try3l{$;$c#Yu)0Ad0emo!<6{2@ z7=WM_bXbfWQ0y#9ne6FsP6WV`IW@WHf!%`k7Vm~ijNHj^NZevtc&u{J!4l#Ny%$pz zw07_Y7(rkMnUpT@1WSI#;zMj!U>506%KP>6T3bG)Ht_)i9$*iz67!>R|NLsF*eds) zefW6s=C`-6<7*^QXx7fh4-6jtoHUa3a}*-`RQ}~&X*aR>FfXZRX-)BA zLTxwO)}B}V&7Goc8iqURL_suY7>z3abln^c=SI@maB`Nyh;9rQl*eDw{m0&l69L#D54NO$5)omQcQ>UAqq<(CN+=@dSE=}6;g;q zao2gcJKC6d0Odo#Ck|*F^(L-f(m{#qihfm<1Gc0HusXU?i(TA%-eN zs|Nc8$rs!S@d{Y8fvOkq76lIq7g!Ty6v_^zOGIN1AFgBwCIJh8s)H~R=RJhxEU0w6 z(~YnIlrAn{=+C&u;TDE58+@y=L;>R|Aa7JBi)M?PJW-61DkW?J;UNGR{J0t8Dux<| zuMVM5u&jh=>)V38eK7D|5W9dAa5dlEtVEDLWPG_|rU8+?COp@wNcC|baq>FB_tN!u zFZxn$bo%I^kd*=zt<_LehRuUFO{JJo%geFJ$XT%wePDLQMT*LfPOo3&8hs-THw|i9 zN;u5j?#1zozt=2iSK=;)}`Sy?%2+IA0~(QS@0@kk=JCZ%Ep zt~$Mp3K#Y2lDypYn4rRN*l9W$a-fCK8l4v~zs1HyE;5W z?bIOi`|kj$>z?%PUVLf!>-D#z73bQk?e0b`+m)oeoR#Y7&YQ)a)XvnBZnX=}U-KHb zY#J6LLdF}5hj~iFgfsD8FgD2a7B`&9crluz=kL!3_z9hEau&nOoV!f2%Js)LK%tVtHE$m(5YDiZH-ZSHP2woYj86# zR)GFN@1!Xuqn=Gg`GpCZ(y28M6#7unX$rHjUghn`BBl|RZFkZtDi@s9Y0N6XF|1r@ z^|W5aWP0A6zebAwTfewiXvNIh=*D>_(QWKBymKra)F8gmY%!YU(xRZDZBTz%;e*_2 zthKdj_$_!{W;1jY5vRdMi|X%_tr@|FTbckFO)7+KUR#Wfn>^NlCb$I0JgeXdhiz$; zpBpA82hXSxPW) zQL%FxYnrng`30!uO&P4OxB`NMN4%9mqq5DYH737y)@an>Og6e)QFq5+F<2}Sy?)jR zt*O&m?$w&hjd;jD$GImQvy9Jg&@5Pe-dM7pD`hOM=)B%1Sm|()D>f_3jk46J_F@~< zvedA)dgHgEbFqZYAe*_lnT}OY<$S6Xn=%>=Dpw<8rfsY#dXnj`>6KOJKT<`DQqN55 zAHSv(FN%8F|Kx$<%g?`3ciIJ>!UbHlptpj37wCLI++|+fzuncX5G&BOS&BjI=fp>#`__FzfJGLVON&iEhSQvEIX5D96GD z&RM5DfPJ)EsUy_52>b*B0DvGWbHR-)3HTJiZc&5*0fuM9o*DRo>`?+1_*jU^Fi0j? zfbgg&K$Ibom*c8M2rqC9_8(w429#mN+!!qqJ)2~PU?>4eIAI{jRSZ2A z9U5KQhEsuv#|hpg;1_U#bzo|N+636R-8M$)V%7^qi4*i5NDUT4WJu{z(nN#<8+Gs$ zm3Qq#AreIZFAFs%b}a&6-BL-(=g)e~{?@SQ@ry-7)|!0+>}zT;$rBRcC;&dLu1I4v z^G>9knkKn0Z)6bXjjhA9x`L(wf$R)LO+T22?A#*60tTDfZS?B&e%q{`pP^v@sCQRF z*+?RmPUNG-Bn(`5qt(b37~8HcX)>!KnMN^F^e`sYxysO#B_^K*jRiR@m2)YW{rer$ zd#|sftHKMz-U#E0#oq3+XR$V`&4n~{d&KWl6GFU@5JY$JOx(%j=dP|Q|0?*pPPknu zB7Yqz9P)8ZcE(-vYMt^fFDF@?cWkgLzq>Tuf3#984+E@{(%mIfI44zz6<-@18}Q(O!o|J>@eKi}MZMv?ce0?yFjK<~4L8F7 z$9$n?F+;=X0<#I?w~rzw?G~~zd>SAF8Z9arb7Qc&=*Z+YSKNvwrF11J`+2yl7&T@} zYr1a~d}*77Nm9k?gV~9DoF^2FTI-aM=)jIG?+QbX=XbCo=8Lhw(BaIkJbd{Sn$E$n|yNDp}o3cv|&5ld)T19tn(P^6<|aD-bC;|_iT{TB!Xmwnv3Zh2OM6UYyAUlcG5 zozbL8J}OWEak^&&h;4y&A(SK=MwnqG8kt~(4mk=%BS^&gIy_& z`HlTai?O8^+tJO-@zV=$+Lq@8Bhr`YqzBN4Lj|19qt{r=^*Z!6P#`%?Rl_g}BD z+vA|kmlkI;QWZugQi8fMjw(>83`TXl+-*U>BdA2rQhjrv2?G_6{IaWS2Q{X?$ zbRa6Y%~U9!E9|_ePUHEvo0XXyWQlC(aI7t4q@b8B7C9WY%ITxSc0XP@9}J(*WL5gv z18KP%loE2QYKtBOq9*+$6L5nI%SzEvc2L~?OMv_L=cN@8^@!Xg8*#>G>)5 zGjE|A(P5PWK1rY=)%tYQG$CUDjGCMbwo@~Mb1B;CwL`|szmD1py(hnr6}{8`;9A+C z)OdTFt-dd-L@OmP9S3#qL-u@e$XE4C%+1!TC3L?5+IccW0Apw96P~j zPJ3(_aP?N!oAu*qW-)bz86}F$%&jL(;I&Y7*d7KUjGb=)4Qy2+tp`qyWP}Fwqr(#d z7DkC8=nr%S*`&lM0zxm+!u@bp!W`j$Ko?sN78o+&PK63YtrDsMt&wzJY%l;A;PW6y zKw>5cE_^a%=J+>k%7KLmoaNCxi9y+|gpxe{)JL?vjD+>wM1c##|B>sPs(it z15MzThJhMrGr$L8P{IIb5K;pFue@?~O4xQ5AhCC`%cZYH|S&oH9ojjBWA%k(ead4dIou8ky++M}K`>~;fI5pNX zTAgX-m*Udfn{U?_=kGtv=e?Jh5S~AGyx&+b)wEV_BLCMrkE^oYtS%_>1%)k_EG=j5 z+{ZP}s-cXO+TjZ?OlSM_WLjF;>`HT*AY*B7^|Ga#e|;${j3!=H@Ox&>{9q~HAD)hS zTe5Qju*_l8$0aP^u0sFWZ)0I-dTwH}F8e!5DQyd}&bFglPo(OCIURDxd`=4cb_-j{ zoq(B6CIbn_Hu6uDl3TlLZNUV5q3Mp5aLz+0gLG1 z>RN9GToNwgDbbR2I52Z{GQ55MgeO-UnA}5I0D8e9db|iw@miyB4e@yb=;0XFlCCST zA!yZbf5VOsur8UR0XA4MLN+7o27|F%Jr{5`#s$9H3rV=EG~&= zA{0ZhL5~T)em}|>Ef%x`v0Omuq4hBP#3{Gp=H`B87UR$gGJDhvI?W!a04{ z5D(ZhivurIUQU>n)jf=$E7ad<&CzZ&x42y7*jAYpdLN#hR!ZBQoL@A}stmDJx60_7 za~DUE-PURG;_TUno6BdHkLqj5?L1_Rm#@DK6p^HXWi`IeX2Nj3)R7|h|GqAyLdnvG zM=@s&dmOVi6CBDd`An>_K4V<|{NwxM&|SSU9=dGW^h_T(y<-8M(S{H&OI;1v+Y_c*>yR zXpL%JS{7+KB_|tR0}G^MPjMzLSkJDSO`u$(I3IcM-1@7#W^c%E)u${rtT#mLe&os} z0=S|h)r{npOU@|oDq}+H1c=2U@1WQN8-;3trU1(kHmG!A%n4r`FyGd&+iMruAe`iU zu!DBN^}&gQ9%vWBG0?Fd+_tbE0Xq;D`W`?w(p?E&z(|X{kqI#H0u;WeFdz%`OET&r z!x2nFSPUD8Y8*pbGcs9F!mu%A0djdH0fXbhJOZ5?otX4r7Oza+2#hhQDo!twK*sa$43XJwYt>y2ofjuFaP!9i+*|1X`Zvc z-?*#{&(FqwDq|Bjdj8z_9d?ZWZ2D=QlXf-)y+^s7x5f&^MkSWrh6SD_(a2^}u@52B0HM=Q(4yQx5~W1M6rr3Y(!y^Vg#r`4(E z-O^_HNqJzoI6HrTb^hY?^@q(+W!Z&A&oBIzLYXev4XmfX!5NFadgG}7{^0i|A)8)P zEZ_Wk^Rc)9kz+8y^i~%KoeBT&{K?MpBHR#g94w9Micf!S%ai~9cnm}S#N327w~|k- zCfeshzMup*ubHbIJzkNvHrK1H+zqF9lJVN%;Ax}c5v3$=GW%M4Nh#TJ&le4hj@D9? zQDdt%rIf)U#yy^p$wDu|L(FC3#YDi(>qLt?@1k`U|J-KN&IXF29oaGYk~a(=ZrY9P zW++%FvE*>Vc+@5NC;=BDvfqf7XETOcX$^^RfUg34b=}Bd4}kuKZMh%jAt+s_aWMGB zC<4L-a#tfmG*Aabg@dAl;SKg65jBOfg`!EO_rb6o-HP_~ThwzH2s26~Fbq z94B`cduC_AlF5{R{P)}6{(2xC6T-Zz39B8^5*^~NT*PVR;$G){9=ak4nM!~EykCHe zadBLNsEBFAoT*&W?@uQS;hAu;o$$5?6~7XTK5<6R5mvI;Ib@c6h~6vENy z&i3M3(!p}>Im_0w$C5l4>~_UYtD2gfY;+ryOMYvr-14g#R+KX3d@7WfO{yV_#L~T; zal|XD857U4W(t~hb(`Ybpj0RwW+JS`>PbNhXpheqUe4bY!3)ITQ{%u5&Jr`>#v&AP z&W7C%e6L^u9Gr;CAczxHXQN!bkRFNvP^>U{whKIQ76Ucr3}FicUNOzj0Y?Tp z4A*=cF@lEsD5+M2iUIIqy9a9$IO&Pz#>M!_Eehe6s4YNUpjd!WP+efbSPwub;klqS zAm&QI3pA-$8K2Lvcz}=@F(@%|M>avXu$DD;+Tuh&a&t7NWy;mm# z7P`5MTqfAUyUSiyx%N~MIK7GU)l?!Iz%>d~JU<(oSlaeGYH6dHn`4eIe*1c+*htBI z&cR0(nFo`tF;#jYNt{-o;(C3p*Ff5m12;@Oiu_5_pvPb(kv%O^=7@jyx8JUIM2*fj zJ3vcGIJP?M~60i`2SL-~V}~79$oKe-!uLTs+Ro?N%l!p8b8TidU@luYbP(q6Iuv z#JOH%UNQQ`ntCXBYVF0Ef%clB?c=z1PVxTR+Vh+9U`w-Sef3!P)H?yaIu>@c&ND)}uyHDNx^j7CP}_}YZMzvEolg78M~j!w$L({2OE%9PN}hDu z?TN>eh_dQEQw(;$BRWcmdnhs|bZIQT{ew=Ioh%oElX^w4`}*tmNArzB-ktIJ;U zdh*EETk_0=Q>|WH$|oP~&Ck@=J9)X%3x?iYvKyguBN-f?B!3-57*;8rwhFNtgN-Rq=E3-@ zyv^S8m<2@k-U=N-wn92iS|xBXDjTUqC^>BZ@OJD-0_xh)dA&>k+sLGH$-*SWJE%N6 zhVHc62%?QhXKtY`Qig~Q?Dhwq16;@O;h=)a8r!X+fe^Q-CwwDhjh*}-pNdg2K8R4g zcoOh^;KMEM;&)kcq}OWwUUReJ54SoSnVb~f$OMz=lBHKIp1gjTTgq{v+09e$7KJDB8D zdTINp>ZcSFSZ9OzMmb?=txtP(0YiZG3}PP94X9#~D>H6xdiU$sKYEIVZZ;M58!QEE zhHb*RFIjB03ei$yuU;(0mpTbcI-X&^?1$fVC#Ce0Ubx(9OKz@)7|7L@>HKu~=<>I( z7mv=$nmNv?YO~x+DpsfuPrv?hUH3U>4d4HH>a$a7TE{ut`))IC`^6yt z#ob?jxFqMj&O*J`tK|*Y<1*V~ z;!sNTaz-tLi&mW@UNYsmMX!gS>F#+{PBDSSh?L7_@<~2-)Z$>05pyVq1q3(#2yvI^ z!+wkbIwar;DV(0BjfT~|%i)J(9*LpExDEqhD1HT7&>BGqC>%-b0`YTn!UqbbAiRi` zchC%&9mD?_S_MoXh;RYhk*HFv2jeLqQ(*EF(l$ZbVjyewqPlQX0~vt_pVEp#1mGm;%W_)RA{>@{=jSD$|Q^yy36e^~yy?kz4ZhNsNko%Q~>;y!!* zFKV7}vZos)(;}xgBfBEt$c1#&{N~3DN*l#s@9XXyabux+lGikVd4MJjg`t0(2 zEt%~G9rY!3Hj(%Fw&kGSN@cSyArqdQr60e%7@m8)xbDCD*a@&&6GIu9OvIzJ&TEsd z>3TFwnWK9LHZ|ffjSK2Ksr6*Zv2u#gi&t0ISHq3*t7TWN6YK@!W^c+->{aD@h|*)X zlQFvsOXb=qqcLD=1niqC(K$EbRarXzPL1ooJ#CL>Si6WgJ1e5|Lg<5Gdk{q&f)^X| zuG?v?!zLNs@CtPpe7O*XgW1KB2no@GMIKB&;jD|u6KqQa9DdYw6ipnJ3RfHl+AoCZ zSed|>5G*ZvFtjo#JX8{)ZXvZX-73Xc;19x(0TkdYcT&Ir(6qmagQM|D^H8Fd zQ7Jst@8P0rfhyCzV0Xp6wuMBqQ!B`;@#^K9%NO$2<@(9dT6RlLtFxV9cX>0HJ%2Ym zKLySFy1X`}vg#M^1bmTjIKdZuU{%4%ms_=Zw>FRw?6x5{BB}UkfA^?l_6PF4Mg}LU zi_<`2PHA0AEj-P6EixVqO079;r3_J|9a19<*)Q+h)Sp2m&0B9~L4I-0(h7WLSJf&l{QwwNCycEv{l)8gMq@WBEvxv~*ffmolhcKi(0 z2he<5=4kGi^b#@*T^IY4x7`=d0n}rJtA*khwTVX#6-=0H4qzGW9NZh;LvDGv0boD@ z0At5qaEHS%Ukk$# zAPOA^r()%7 zdid=ss_?L6KB+u)nzR;g+|I>nVWZb%g~Yp&s+Wt^TFzH*g&dp_!6s5K8Wcuy7O~KB zrCh2)Rf9a8<@RE?S084oDY+lik*QO#BP`0*dS71ewz|bcCz~0p%2=PtW-Rx$_cYU- zY6dYDwqz;o@QX1a(e2BNg-X6w>Evt0N-o{3Rx58sRZH_8!ItN38P2MvlDY@O#dS5LL7k+GR!WJ3=A0=$}sR# zUdVERYYEmQ5d(~XFL;t57%(jlZUe(Rh*hG^0Tci&My88M@^(&-4zQl{N#gq5*Dq-y9c}f_jvlN;v`*Hg zw))aPH$8&ZXkvor{(}EmJ#1t|r?u#bq#z`qqE=TX-_TEIt=6z3>P|hVZk+B=bA%@X zd7uaZDOGp6B9{FZ++31JTY<-_@t~-=0&xcQ3bJlo%=$B?(}9v{b%@>@r~wZdEAu2d zA4C!tc45*8`9`*}R&ERez!U(xQ z{z6JaU?%~i;1tkmz}$ly(%{>Ds9{3LkpM=6(1GVCZ44J_ppmiR+o2!~r;*wbTpAKB zsnCdO0bmv|0~H$)lmCY=11CoGH9oM0q)fZL6}fmIjDpLEJC24jnQsT^0L$#DT-Tc6 z-ul|>&Ay45hn$it6+6^$r;s&`R&T9g_WA>?lQhk(VO%X`%XMAQtL0jwq{G-rYIIty ze$%XPj3?Ws*cz_ajYcl37%@Q`9Pi(yt;=y%thr+&6H6J&8>3NoH1RGi@PP%?xXbZ& z2)MJ}>KXdx5=5>+UCq?`X0NN;XnJYy+h70dpKE%yuFJVR162hV&PcTc7oZef&Z3!F zS7xN$+S73^+nnqkG~bwYl=NaM;`F*g)BO3xS!ZH&QiZjC_57r+HczjI;e$YFTn2kF^$tE4S ztMnRbOVOH<*~Ky!G&kzUdz;kL#MS4|m$_y%(b|4ew#`~IeF;1Y@6%WHLSg%LccUI$ zrCO3~s{Z(b;YQUI$wWgoXMZ=lu{&?~1e_tS>)yuX^(k$GY5*^JJYRCAnR37$Tjc-Y zT1_S?tfYp%Oh_@yT0{gbi&`d{(Z~=xop47Y89VV4McIVVKwk}65~A*;mkFTt1|wbK zjECrDU`0wS@ld$Im;qe~_^6QZ1=K|Z)9vPrO0zqVAOd4dT?}tI0t_KT7$P(0Vh5RG&fYbsOdno zk=%}-8Q_{c3Qz+=7b;6cIlu~0I{+@=hG>ousEluoFlyDSSYE+6`lb#sZVfYD%|fM; z&&!CvjFzs5GLtKcv?xJ=TT@|ffuYeVmt!kxjxESinpKn>lPL(qq(8J}8nP;gN;kXY zg94#2q`)A-uqi-p{dAJRVgR@Gi&-{d#$uqVXEt|wk7eY zNm=H;gQ=)ygk-mUtRrh^K88P>eF#!Z{W5%Votxi($G6*ce=OU z(YX9**eT~~>1%Uo>0x1=y8DnaWSE5{mNm=Pzg=onrB-YUSzQV(+P${9iaN%b;9@et z!>(=|nnvT!)BpbG)4J(aPUL}Pomq5+oO95puf*KrT*dt7z}(tilBgjHJ~caJsz>=JN3T*_zLaG8QC!Sq|{L$hktc*kAJt5id6Euo;h-MzVyL zO{nC8T6_^|hFFn8pn3^Qi`A5IXWW&vLs14J8&ccB+z|mEfrV}uNtQ$_ak_y5C&&V5 zBqC`Dq46<>hR}2-JNhv0gOw!c0He78r2;{_q;E&~fgt!V(pkWf4?K;N9|;)}>^Nq7 zFbM%qavbU?*ob%$vo!tfGt9od=tp}pv*w0A&b@1hY~n}qoY5+ ze*VY5{;*&diN0=5bSab7XuC&v`^mC+>2s%_mF`;NB7Sv(8uk~JME+5=TZF*{$_xmd ziZ@^S*Co1Wt#@g@;1|`+rmoa_^-(pK%IB%Og-`nPmT?3-!OlT$#g{*~+UPsZLT4gW zc5}kf$)sa6S;OeVs`8{lOr@s(hTu><^6m2*y0TK5hwFnF@^p zzFED)s*~N45L&UhopZC9Kcb#Lu3dAU#X`lDbAkIateQW(aB;2`eFhCh(R3a*9t}Ug zZfSm7C@>rA&dxh$!^$8HDo z$a7pmzn(rmKbIcDB^Rqe4K|QT7ky za4X`@N+3cb;PL?lDV)$4i*&*f+7E(eI z5P`!mRr}8f8$OBTU)s{kH7cj)MPAnxSw(N<%tE=K>K|NY;a)ui87$y6CN zKG`y({^hdTYS(p5GfML%Qyc8&PgiEC>CS-n9j^J#{&w|gYx-aR`0_SqOfEO|dc9a_ zY#&gK$>W==lj}Fb%4xeX>ALM+Xt)J4C$_eAf0oX0u{IWBrz=uQQ#GGv=C)oGc|n?W zJAIBt>dkuM|2=o##|n3~(Y|^Aeg}RKo8zR_t5qNBuEhsptU0y(_TN2Kvp%q{&O{mu znRk{@NOG#~MN78X&6`aJKiEs7g;n3qol8JNo+Jb==!>~4-GV*^UP#8i%d=#=x-)M?B^nkR1_Xfa#9?W z&kS44N=gc@7K)mZ)4D39izT)9;wg>I*C`>E!}J3pZwc3C5`y!IUXgUJ5c016ytner z`NYC+w0rMPy*@4$+|7CBGy3u6%dKR-TGU-m5AevJKY!F7V$xWx)e=H?%&;!+s#xi& z4FkJHnn@%WVWK_uEd(D=kDn;VS@!e4{`~ibrEG5eoqw%=*qzo;Ip+2c+P&wWZ+`sr z>&=s=Uk}Z}(;pRbwSb~-h8Zx(L+-#=eH z{nyF250@9{Y;o)BPuK5q9j$Eo?=ER{=5gkMNL{6WupIt1zB1;PeXH}dxU};*9OVSJ zYAO4eX1TVmP_stY9Qa~g7^zD4lguLPqp|1L;mI1x`oOsYL$G@*(;uEbKSA29SR)Kg z``N~_wz3uq&+oXu2KaO!z;gIJX4>5tH}f;@5{7%-7&HJVkkO+h#8`qX+lj;ou>@5P zUT4@Yph$MWj?Og z^_#!GeoA_R3+)#xD@FI|uRpXhFr^_QevMj{ip({fNhVoc&(Q4=i@`&WTk2H%VtY_h zD#Mg}vE5(WPu*b-4t5`p#^u!c<}DZ+8i4kBdcZXwx02p$f=R9Va#;6-E2nP!oo5LobL)V(+g?d9TS8? zW&7>*^=P!2td6mhJ*^AB8ZKt?R&U-Df7<$|Z4T!n+B24qpD0dOs1?h`57TVAFYS)C zbZbNaKIX~^aOy}nH36y&m^y=W01ODBeHB3m58U%K1)FBfYJ5j?G{xE`~N^6fYqg-cch?@1St@6V@5K-Kn(#0G7_nf5RmW% zD@8%;g>f@PE=jXE^1VLn7(*B%_mb3$m?i-WYC48bqG^bvizY5E0z@ImE%@-e{K%z% z34S{e08lTW4>m&rFc3x;0gu0sl|jRRUU10kM8|@#x+IG6Wg=s{6}kgv1ij_;Vy(zV z5@}9VRiW7I6?ApjYw1;UyIpHy9nY}2YwnCT)<(lU3bwgPL8G-|DP2+E*pb#Kj#C6m zkjqJl)l?~wao#b}1z;sAkxpfcdX%G>h!_HeBeHS7N2r3hY8u!-nK$#p$LG~opFR(~ z%T9m72!>O*Br=V)~7;6{CpczPQ9yT*#fqMYh<_MLt zrRK%BxH;K0+T&3pE-_R@h?|*B-YAUPcK*rpjdp)xtURLs=*}oR$Gu#>ZH_NK-0USg z*ymG`M&EuaGo4G!s+X@m|8~PzK$Wk!w=5r%HT&L^z9s$j|NYHM8N$Wrs6RG`hs~sz zWo*krjw>k{Dl3+JQ@FAmgyW9+-sRP_U5Z81YTGsUwzJ5QUQ0y zEytp6E(x&>$Amo?mWah*^A%goAo74G&_{sO8&!XR@kBkaCWQ|_aY=xeF8oZBK(k?V zfpI;+V;8v@7XcD1N;INT#9m4AJ~|_4OCVTaAxYbyDj)@!hjg+qh>ihYs19jTry)v_ zRnh1rRM`LhAzk3x{0jmAEEXmgTyZPj180E?;FgySc!)xQ45t03)`PMJiI=o{L86fe zhm`|S{D5X4&0yRLl^J|)P@WNDf@sO0+JH2Y#Co_q0(s#MB~lnDO~g1`z>6KdF0A!~ zv#Fc|EYQ?ye{Z}y+Uy(#xpavym-RtMDOJ=KN_604q+DIi$$EclvpQPeRejxeuXVMg z8%!yy6ta3Y!!qy`{J#D3@0mG zM#fUtG{ZrP-i+@m*|?gbF(Q~N=tis3G82rD#Y0L5Mf&jh`QgPODyza=bk6?d=FCNJ zNQcMAngQqL!$k9 z&3tEBwJte#{QH$h&dTw`V)^_3zR%>9+U1Y0_XCHu>nW3N8s*J*yXmmeAZrhbCZlIh zEZ|R`U2Lda*ok@5bo1@SON|$9iYv_B%eSLHd%v+12hQ33K{^H%m9NLLnoV9i(zIB{a=6u zO!xq{5@rEd0r?XY24rER;fqQtM$E&A2S30j>DG}wXoM6am;osi`46rbEL3hwLvx2dGXm;11 zw-3yXR;y}YWsYu)*UfgfKWKDE!XPZrieA!BcJw%{3Ud47WRz>P_S$`OcYA9z9F2PQ z9QZUA87U+APtQJmdb)G|tfuU?zH>Mnu(b2gFj;FMTo|{1Yh%vrV&?H_-Sq3re+`sg7eg^c^>_2Q*@X z9R~(iUOze5ntUEFFpJOs7(M;)>8(8H$8079A=o@6NGQf=E``ifjG-$Pion_iR6kgP zSi*y%jO^S+R}8q30;`Lw-OrJ|>`;y&dXpjEPeZ~BvNgeCj0ZdiZjTYlWB@8fWNPB6 zi+qYo59ty~7a{Y1LPsyQ3z7jIuo@)qqW=qY3(Xi1=Kkh&V~(fZ$fb zQ8+?g_%))0MEOWy2H_M)`xjXkEF6Kv@Ny!`8{k=xYiRqD91O7}U;{t|u`MH%8Wip% zns0p}L*Cj&eQ0(w)pA{{LkrSxbsAc++^u4}!&;}^HG7&O>y-}nrCAavO={1sudj|L z7l(9aXu8U(A3JTr?qoiXExJi?CbDAXJ-#IGDa8|YBODv=ruZl0@&40yX-DAbkL#6a zwcP5YYrns~8J|t92el&A+8r^C1~BYUZaRPZ_g{bg=nv8KgRHsw@na!>{$Ky~w?DuB z&p(~*!rDQz*BxirlGz#T?ri3(8{3tEc{=P!MeySTvjAJS@l=l4{i`@67ZPWua4hIj`yP~uU2QbEtL<`uFM1sYmz(53C7(fKh zYqD1zG6pxSblm78kVwT5k0Tse7sVL*WTgK^7zSv*JV>^IxE<^l)M6y*LckC}2}x8m zIPuXg0+E2oMMj2*2gx_$Lqx+6{?@`24?(00_z!dhGAm#N$+}SKfKdYjjCTPe0KIW< zpRamU8IKIGxrSKG=W`G{ri+5ei!#rF@scS~Re6CgQnIstYQ)&AtOx=YQ?qe_&axbO zlX41;28|O_8O%&%RB_?O<#mBmN}5*FjnZ1ntaZ)N#`OHnc{bMI?2ab}%c)Q?$b7zAt`$@%w_sxDEButhS1;c-$AnbFw7;iqCHsy*4 z`3o#&-~@^&@wtYj9JCZWFV2s56z8fxJBkM!p2pkhW%q|)n0C%G{^i-n>+7HR?=Ye3 z3QA|6B_%ZZGf(Q*a8 zpjFc>ni4!sCE~DXUewPER#0FmIj`_^HmwR$Orl{T6h}Tp8H>fOxRpP6@9^q{+vx=% z5@zC#WJ=CvvlSiEncBeI9`0-(?ry9bx^C{(#OeAEOV~kKYLwJU1Pu(^uveC>#NiC8^gy|bXDcBwgI%bKdEx?fyin_O(<)ba~=*~toC#4u5#Jz^HM43ue7*ccbMJIcAF!;DGN}jmkK`W`_=hK zO;HVjvzI|(Gp;y4Y#>Ni(mjE&mH$=RE|w0$|) zXz>1pmF~^SOLO{Dxe@Juc>V0^`r`-v4(Yo_>6C~y)e?y$WL6|Zyg^0_B%tU{Vs$PU zReS=cKh$B^r6V}OD}We7hZn3apga|!!Yp1U5~;|x(3!_TjzR0fdT>_?`4j}%t-~EM zDY%5N18~5O1P=B%PAVz%$$)*~sSg1ILL5yrRBN~;GO!P10}ur=F=2HhXhV<#9&^o5 z!Z}g-5$PgE-caNr5XopdA{U1%sl-UjgU}K{weSeRCs$ktPcnzHqSX` z^b$3+v|((d7<@TrFgUlhvW&x`)~YGRu7VA4U1`(o=#`9~@28gSZr9wyxgigsjMXtu z@h(eF$yb|b+pv1CX_y&NG#X~f{lNZ>C6W_$3ZQASIT3`xme5=8V#eG7h2U8 z^zg8RWzFXsT)qc2bo02R9v_`vnAl&DOayF?Qs>uaPdn4!pVXYq?cbjr{qn~j@kdVl z0^z=l{XC#-iBblp1hA+h8ZSgEGB6qf2xZtVKyHHr9H9j+0c#=rycbe(@CoQYU_o{m z(*Hn;6lO6vHlcwARu@{v1jG&zG@B9q6rA!=>Jdc&a0h|}&0&%bakUWnBMLDBfuX@6 zAqj``s1q_pY^(xsKr;;p7^*R1p9=(wE*NSqkKdVa!%+keLZTI|2o!51)`_Br^mO4Y zLY@vkNx+o^&IOg>BvJ_ih)KZXUI=h3X2(Tx8@Xf*GwiOI8@ldH(b+`RK%J9HBxyFx z(P%zl zcP7q=XpXm6mggURGrRbG#9UW%LL;LkifY*v@E}t$4m6Xb>VdZKZ zPoqm$EGk{TmeJF?E*fj~dY(z@ZLOqs%8hJ8DR9sRwbcyrWTnt7wu*TSnQ4qIt(ydjFng}ZO90)=%je_a`99S|dp(@e!TCUWB31ID-iT#Vqm~qmSW|`d zdL-0N&&`K+TCzWxG2x$PFmn$ceUBaTbok!t!p!2s#n|21Od~vRHTea5ssOtr1<=Zh zZq?m-=xxnNG{zmRv$3qZ1B{7L_sMu;H@|+Mg=z=qr_Y}5_1DH`sfwDS4=%hi?ojMb zefwgPwK@Dw=X`j0{`zXWa`0wI2lV3Cv+LjAeF;8-F%5Ws09X>Ph$SEeOaPPglRyv$ z{9gA8!UBglSR} zt^t1v?E?(*fHQ+7BKZ_T*B>K(O}9gnw_-9PTf}o)S#S%$%oyb%nl93-0M!6imjtpK zvl2wV2DkuVKo+JE2ymNfiEkbR<>*C_$szcWkOGbTAZQ+wI0jY$z9qc}RGUQp0H_Ow z0ul-+B#Dp*$k#YhvL&U+YK0BxP>LB7W4~TZ1rF9TEZf-YH3q$DmW!nFO)X>eOf%=| zn%yQ`==6;>W9zgAe<3W!QM~i6c*bV)N406+Y@w^{c8lSZHynFf-JBeEPCA>pB%9}B zqKMR-;zY`cF=Wf&Ty`fQ9*L8EUhxR)Pq-2v*079*rew9)>ueYuV_R1$1Fnj*>s$M~X7s*i{rR%x_v`m> z-hMn>D1JIr8$M5(X5@qo=NbrnDO{=xp75ZTUGe*qWnyvv!4+d^uy#&TL3H{QCK{f_w8#B-`dvN)k6N^JiG3Xkb&QlFK0-*d$V}+k!W>#nVk(B%hf-)vV66}Q zK$7s)jes44!42%j(3*&W7$c^Rgq4VsUK-lM7<+@}5uI0H0kR(gI2MD!loR|aNwuUw zdmCJUsd0EPV3Y^iN&-G{nZU*$v5Mp0342mF{E`SH{V$S2ZygxOv5!$UNOO=vq4pxd zh{K;C0ix9<^AX6qq&S1=E}Fln48blCSU{ctvpuly`43=#+J_8yLO>RB;tIvMoUtt# z1(6O1R}zzM3Fg{r$Yw3B*UocGUTft!4$Nvl;c~i*vO8av`J^RvQq-D*(zv@eDIz67 zI#`|T=rQBf&cXEQ)=t!Tf#qQglq-dM|x2KmE*Uvti+hH57Cx)!KTAp<{oLCRd zx{eQ329h2E&>$8IG4KXbTC$z&LQdmyWCam3w{@+#kutj_t$>Y+@YNJjYNy0jgQ21# zcWZ{bO+~COhAp2=;KE^X&MXIde7>1Q*I;}yUfFy09@6?yO4lj=o?E-(@bQ z@det0NQL(SBnMEeqDTYuLpr3frvU?Mo@8!6M=Ul_Oa=TfJw!JbRVWro(PXL;bCq$h zx?pW6H^zLhFOVU&&}c$Hor~K9BVHDd4k0DM0zk_o>k{M(S{M93f(d~P7Y~f@B_i3phYx#^)sRRZ2>yN*`eEfQ6h{3DZ zFApa}>#$j$D8}O2xLGfk;)geHPhP&eyeg*}`D!UNm|dKCwBT5teX!v2r$dF^Eu~o< z#Gt=PBvOE}lE~FZ!DuoaO@ufmh089Shzi5U<=$k?ud8{w7^`-u;!!2X;-%#ijebQc z>>U}y=G)2sh4mYZJ-MK`cUCqrFM2RnDZz4__t-Sx%ACzGFaTPqRRZi)SB zU=G@BS0owahJInt525s9lgW_RcS3*;=|XE$fG~ zmeBjWs>zijK(LGOvdBZIQs_c?;6#AS9Nw!-l zD?BEh;ApY#3A!9_(21!ES&-jMF$MAO2pteo$>fcqxgvIl>mVO-hq4y*6XPB z!7v~};>1Uy1ucQV1unhC4anJqmH>bN;SfNoMCg*Niw7XY7}*O!s09QhiB%+c;05eO zz1^IRtV|Ls?D7!4VT@@&0SUo5LB~X{M%0p_Vox42+CnlQ2kERTYY96@x0M)tKwWmh z9n31}JYY>sPQ_wH!)>u#|NZ2z$1ZmQGXIeXgZ0NHBrnB(s65jy-@Dd!RpHKxXbAA{wIFifk*!dSy9mu5D_@XCU?FAm=EJ1+)ie#fXEaU1{(!iAJ_Vsiw2<;&NTmq*thoLOdOHH2xWkQA45*o3w6b*bid+%70%QSRSHNkFv$V>bv0 z#4#ETQ7CS_p141LoBI%sfD6Rj24iVxWqL6f4~H_q10q#OVtoYK63D(_7vRM}1UNz9 z2iysS*ex*zb`9JGfB_lU!QpgUsSzzCSUIGBLJI&iAj~0Q!1iC%RHzrperlve5~(mI zMF684hiC+u;Ecfh0>5lR=m9Yh2@cZce}*Ih4oJSmb&Mz{qBq1bs4-%@K=M3v55UTB zIVV93j7uUOGBTnZGvr1gk{dt5K3PVHQPhD?C{Ij?ikanL|9Bouwmstxacr1TyIpGU z$Ne||eGOYI(Ax!twGTdjIqLuT!-rqn&Wx9n)CG@oyfIRl?a|s`r{AfrzuO*MZ0tWh ze){C%+5X|xv*vhbW4E{8IeV*zljUJK7VfMk877tFv6NWg{GI1L(T@c{Tt-MpiF7=Z zlzo^>NJwHWjXl9$FUooQhB1`SVUHnavO61U|9tPV@oeAw%AeKZ?Ur@cHZ`-k2-`GU za(py0cAK*c>dnW?>mN2OmM!-Cxm+yk^3i%H_Xttojj$o9AoNEG<8#y7X{@qUY4E_}JoPTjI2lcyY$`=s%C$Q}q)HdZ zl(N4Rfo5%rEHM!|Yok2ehdcw4XVrA3*hm&CL?YK!9YF_O@Oq(AK!8A7&Sgjz z3j}eVhZt<^Wx^@sRkCy)R6{(T^a5_Ju2k{&Vx_~ThjdV$dcM~oFj3Fi=2u>h!GW06Y+raTc3O0g|3B)F4 z8lD;1yE@3$6U)`L`w{F#^ugNq(~9P}3B^*ZbIE&n^=&E|a;RX>`AA6Yc$Ht?mik9~ zDKFwGtmwgo?jOINpIv`=_oAArW#vYC-sY`TkMwe9Z7>=%)|wlalg;zi@w7L7`eb`F zeb;9d4XcLbo11Ij3>AOEhnFIGiI+Gog@q1WII_1_s=$_yOLAlj8W>xKjg>N`MJWly zD?p^9clcnrxwE!EAChzSNozgue0=t_eKPhVh+iCB9e?EiI@I!tA3JyJV#?UuvC0~4h4eO$Hu9AW7tfkWi1q3bmp5z?QGbd4x(9fO>$3m z>%Vz6k1WfhU$#?aZO>tAw-OJ$QfH~8kG*%V`mZ)keADkfW z+rEB;8-Md)R@`Y-LrdZdEyJU*4S2G7J36)=m)z7RPgfUV8tZYcHea8gJv-6wJDrP| ziC4;K{OV}n&T;4K78L7L&5=RVv<9h3!X3=e5mAWJJ_E+zDBl7BE)JalUV1>{a2$pp z5PKoRCXjTIYT@h%KMeTr`#2c%qeTI_3`?z(0YC-JUlO}9_@Bp;NOB;*;-p=RRRb8x zv}4%kmJdTnk`xbU-~fejtHD7aA)_Kk#$lw6RgHkWh+BXJ3`O3yC0x+#5UmU%92zj( zoe*6}%VfR+^erw3q*y>+-~{v)AYy=202v-}imQW+pWSK}NaKSv3rV?#%uU`9MT3`& zL8dM5>yO;n1MYS&df)Jt)jwy(5z4uA_f;RO!vgTOSjBRAf0tgBw|+m~`*Z@OQ3`Uf z=3=Dv^*3l?-=F{R>e+Pi=B(DWuH^JVU9I=qt3|sQtvp%{d~uLOz|QM2N(Ew5FZGGo4OzVnSpEL52b+DjK<^P(bPrf^{aM zZBVY_`uJ&gUe=PH$MUm#pYr?H%H>;3FYX*0o4Y5~?r6QID0#P0&ZavU@9YkCp7wru z`}TeL>Cd(KKmr>;ectSNL-*R?j|DqsZ>~MbZHr_x@N%-EDy`iejL|vPO^iTPQl}qI zj>n4S#m8e+k#3^BLVJbdb*A@mT99^cuElD3P-=3S5ZXWakkKJnMofm^1ASmoVFo(mF{xYGj)=kqyAToTvq$=0Z&m9tu{BX-uty zbjR&(1q@I;#u?NOF&OwK;a-oyA7BLx^&scL@&;-~w7JL%A0j@x<;D$LCJ62E` zhy=Js-&SS-nnaevASDv=001I(I|_+dLG+RHAIUTT^Z}7C;R-wn2d0Hkk`XM9bd4VG zEo{X@q8`LeT>k+J_>fe3w>JVL06@59brIc!wSbR5?usvh$iTJbt(uCgu3R){Jwe*L zVx5%^Hao$qf*KT~iN!C%{F2p$@erW-+30x7mWcoG`NR8XTDFjhCse&MT{}J5dvo^W z=o%Pp`15n&`pG_u@pB!zT-t1nSPqZzzy){mjANMG~(|0d& zuEg&-Rz@@PRkV3%BqdofBF^SuO^4HINN*zCG>72{q zo=+VNpyzUUVk?@9c0z8lVAKnngWv-Ew`?AJIDGl+hWdWl9dKIR9<~|MLS+%w8?%3S z9IyswX$Y-g7Y_9-#5O?zcK2Zj{v<#Gv4kTVsslolLP$n|0f1T;#2EIZF?gGb!rKv0 z7u6b;P9$I&8K$u!8>(GoU93n&ivrdRL^F0vk9i|FjtG%~u^Uu?*Z@yCXml0Gv>4DZ zt`Ou!#H)+J1Sa}ls2u@xK}`^S`mI(M9W^L$NG1g|AX;6*&H5uA$bLcC-i9yX$B>{w zP@w+|wgg%S^c~2k8oqmkJDG3B*U4Q$mw;bDxPziVz9tQ161oP&wy~TR%~WdG0(5`9 zpP}HT#Tf$2vPEis-nzJNEFbXX4p(*^B9(LdHE_^IZR((A5E?% zyJy3*Nq5jeqXUK2h~C$K9-XeQk6tQk>&E8v#LSl`n>+a<9qw+fMQ$=KV0O`wpc(9N z0gKE8YT)BEdvZRe*CPq+Be zQqm~YqK6lqo^9MrMt!wyqI=5;y+pn&Fi*YFC0mI1xkHxVzrRGpl5w_SPdkE9J9}_g z#K^fX1y&OJO2>3u=(aSDJ@bNb=4QJeoC)^g}{ml zED=#Tpj5a%yQ?s{3CmG`#+`*HiXW5cD60q;imrl{Wl^AoV(=x!t??FP5gf)RSeQK` z1!J;3f@%6>5<*|-JVE(_ZUapQLkFT4!x||kT#o+JP6L2IXEuVcLlXzbI1TaE?eR^T z65s*I2s^~NG#R!e0tSTJZCe7(2w+tNB&oP?OW2aQa24R|(9ggp2kWZ=Xdxv7QB42_ zDdCXhk-_mykWN>x!*XEFv~QlInc4xMgyYJjcM1k4 zs`(tJ^5xMrB`R|16Jtc>Z{`O3imKHvx~g1e%N7t>lP)xBQ!c~=5LJf96LI*^QFYJrD@u4o$-Tf^0d zFo%Ih7qUAAq8WN z51Fe3(FIx!r4xi33P!`l$*stPK@ztmM!o~QZvj_zQiZRq6^hQQt@ZJX+M`t z7obKfNTN}8=A@;iCA*$uVj1{i7tb4amVFT+5Q>&OEAz|2R7#e)e45I&w0sL1_k43a zYIk>b$7XM{JL3+In&=8AVh$#(hf)w@HczMeAP2K_GhNor`?e);gKTR{hG;^{Yf#A- z2kBxyS*go8v)d{+xj2^!q;n=(-NlSdMd`aL!RC9`Vld@5R2R`jr! z&gBd(=g`COYJ$|f)zxcme{SynJ#RY!%@UU@NEFXue8;*RSivwmR=C+>aGjK2?Ad*V zm^6$)P^5_St!!zaMWu|c=g08$=aDMmlIYbF%BES7q7Y(%p|@}JI5AYt+8`vq(jVaX ziSQJLi9HeBu0#^>>hNR?FbODeVsKwT%0e>=p$jk>4cJ-T9ZW?)9}qWaGR6*=K>kDM zrebjjP-vJlfNOxtAdbEpAOn=;aPOx;-vT&btrJ!T&YS zNM=Q-6ZI|_V?vJMCb$Kj415A%<4E$yzewPq7)Y^aykYbHu2IY8>Qzz3R%edl^DRTB zm5i!D4ybDt4!>hPR}c~*%<5`2M}$>t#Z;V6CM5}g$v00~UCSj0j9GZj2YNf@PO#xn z+G%=u4EiJkStcIEuxQB3tOi%v1t>sJYNjDa)XP;v#*$ZCOtf2FfxLJ3s^jrMXNi^O zZQ4>O(MxxiW>#3BH5R^H&FzyXPoKPg{9@~PGChAH&du9|lDhEV?#zSL@9Y+DCd--Y z&043U!_6sG)dzR2w&21%Kh87xOu5qT8;!1Pl*g2cCb!Y(7=07nX$?f&7A8Y4H>cBz z(Sv%qW;D%4`JT@v9pu7B>U{T)yikkF#)etfcYC_hv0>HUcwDJ=$Jv<`ceJGUw!(!B zmoMc~F)%WTAVwutZ4V!Qi!r(Hb+m8#8C%e0FAqm&`_qHd@B2c!!+qKB#wmQ1(YSqGQ_Y45sW2P1SJC}hi-ue z!3a1H0EJQDffqu?Fa4?U#ep{{@L@L#>xE*qSTI;9v4Yu5CR4G|MT`sJ^cTZHAc+;{-RL4bwfSOR;1!1JP`h94DV1Da=SYB)`MttHATt#8c0L1X0 za*QOxC^}#;|3l;g2awzjvH^(_%?5}aqj-z{9!fZp7oDVmmT)n4%u0ZSMZ1BNa0pfi zhsbyj@Gr_SWN$nOpaQ`QBy91}$jrdAq_<3f1%bK*FyQ`3;e=HqIU7JCj7_w-RrP;I z>2}~waOR$6e$M7C+0p^pwUQYnRy@{N$~qTcb9>!Otlf9dR0=sNUxkLw8C;IX1Y4Y| z#so|`Nr}LUrTveefBEuxM@@~UrMS?9LyjUTVQ3_vFTs>$2CcEO9-!~ILiXiV za5xE5l`G5NT2_ihhwSjoWw(QNcRm;iNmco*IKEYFU}aSrx130vPep)BWr7 zir&6hyt`~WZ&2N>-RX4y_-r!n(b(-&BYw>3LM=OP#k{WI(oDcN)LR>0k6wN}bvd@iS z=dI~@Xug~bu5NA=U>M?Z!OT76aV|ylc73#paZ#(w6XCdAH6|Bkt6{g>vqVIU*@WU> zP6WlH!Yo$)IZ7)LJLy1q5&_KPM1UiautG5?n2>Ox+Cqg-_%UQkN2*}s{P4@cAF#TJ z;1HJfAbdrr$_dm(&c(P7M%mFR20nm*7YfA)yqkb1W0+|}QbY2@U?jU{57@K4g3-a1d?~UV;a~&j(vFOuyq_^uumpEFzQi(MWzJqya&_ zh*$F8tzrSU0q1bbNRZO(KkbT0AVB_wgE@^89n4ZNOG%Jt{2J*FiJ z2+428M;=E;;e~vFDmrXyo2}gA2NSm9qG%c0L>*o?lTfXK!7hYcOfVhx%-{R?*WZ8p z^2_VX-~PUn>K8*2i`8IMI*a|`DOE}Pqy)BBCFx|Km-eUj|2DZ#i_sac_x1FuDjAjJ zsf=YFOd^+eMsi$PmT18>{JrB6AM;z8#w<;xyxL-OyRHb+>#J>L@-h(pcIluM zE37{`hi};4xUb7mo6Bc&fBW#;dlmht7|vv{y|DNCxG9W&e)D$xqp=hg9G5$#SEliH zFWV@zdi}7|3h`htkrbnuy)#qfQ&l-)^mh6^{!t9T0+RLZmpjqYB=P;D?@G!}Zv6eG zv9)BO2V$0hs=JQr}+ zCh|kS!|Qcm{a1v-hL=T{NQLTY1!|Ez@ z*Pz|OC?(+(pd^Fp+yg6F1o5pn4D~%){}}QCQx*l7zTMd4LY$I3iBLn*1suhwPr?mP zNOE*T#DwIEz{RKostW)DL>AEUtLR6N$o6?_*9%Qc@$1Lu#@D}&79;KB^OrX}T4$0C zJe{6BzvSz+#m1ZQv+F1GwW(x+>Q;suG)fbFr_y{B$+Cj?fIx z(^A?NGTOk=^FE7n{BzckE}cx9?|1c*6$@)4f~!z%7kRyUZo=BYP}u%@JzRNyalSj; zfBd9S$vT`tn2gdnCal!^^(Bs-Y!6=Sp0yI@&iRY_4<~cOto89x;zz~&fQ?YKin*Rz zA`GTe2y=MZ3%23H}0*mPTtR3bnY9aOb?6 zs|XA+>UAfv;fcp93W;}$m=_>`Frg4$)pPC;Jn)cn;Xz7=SrEBVES!L~?Cpm32&USD zDR2xx3P`9}E`h56>o(!84&ea6D2z!^^+8-oz^0pqeHgGUIe8Y{ZMl zfr1VN8%}-_x=5#Z3-e}xS$rCh!4FmyiZKK$@+YadpuHvZ0dgs>0s=iqD#oX98&ZUk zW**7uxIZEnA&*<)%LrJKdf`=t$oBfnKN(cfe)-!Mw%3T_z~Eq%7x9%Qda6BXW=i3K z={r#D2^o!pN_xesNi!a`{s>44ohLAVl8mOKGclu5N+JwG-@+;I`&YTL6%}laXQ9%JZyC`klX?&pX z|Gp#hH|iiCba`;9yD<$@;+mgdwfOa;asSnD+YD5;!G8^V`F>-Mwc|ycOT4&#cDz>Y z_V1^Tu5WHmdN&%ob@OTO>}ub{g0bT`TnBu+~p`R$?ew zyu#$|WzImC}iH!Wx{0|Fo<>C_9L@3L0~Uj(QnS%0q04ICnTHWA`sa zx9BU!Kwlx?VosZN08ePrd`Lo}i{-$e#z5qzJuFx;d<2jSTWD;oq=G>XBWj=s0?_KA zPKzWlDG>?gLg*9RI-KLchQBnCf!i@Y>_SrnaZ9o)PJBF_9q#82j17VjATbD#i(2k`M>zkRf-YX9jAQ-~|G7-LMoP-~qnCcu+hu5HAugaB&zx zMmUDsj8EKK0UDBa1U|ll@=sA!uucDY&Bd2&-?`zDhQ_m}R!K%P2IpN4q=MGcA{xtc zHV%h})W9Zlj=Ni5!Li};%o}C91iYAtZ`D^*rOL3L7Z$DI&5iUc7lYsG zPF5R>uBAxGX2YJgp3blR{OnL(n}|Da_tvFy|NQF3(b<#pw=bUrINQ?7UDubNZ(eO= z_Ot#Ue(ra+4zEA9;;FwbM;DK;<4cLmWZHT@sC*g;`D|{uFD#%>3Gf8JSz@3;cAsRbrB+VQkg} z)AY=^R#)dwWv8y~o~Kib{$z1$=Q5Fa=n7)J9?t|;wIkVXcY7ReC$>|&(pID2$yn!; z6)6dIua`5d+4S5}tQL>dW&=Ucf?UW(Q;m<7?tRgdrPv@;N?|^pbYpZKc`976N-l;& zvlF8cM5BmC7bsc0=5-qmL`*+WWO9-;eW_^7hZPdo?FXM|U|oO&qSy_?rxZOlf)%jJ z5`m9QjP6F(8*)I9gQAb{Ur3FlR{$7{K?TZ3oN%D4B**~_nj6lhE|3T$Y7yZ`*%0df zUs49ig=G?$SwINj=3q`?M>_v#aWK|6uEUGi+ZogSL1?psg4jaj*-}Gta`k z(dmg7R+o*;-NnQLR&rD6Rauy)3QpgOKS!;W$BQARR#==j$slM%PKck!k&{&+T>C_Y891}mqJl=IH{bmPMoW>5#x6`L z0x+d!jN#$>VbXE-X*!u~ZS3T(fBGQT#!LxAkj6Lec1y|~$R1Ns__c#cQLp8V?Tz4l zm(Ol36(e6JS6^rUKTBU1nnwP%eG-_rp zzwFaz|IfDBG)dFjd#?Msulu@YY}|~!ezueWsz>S$tEQb&_*CZX6iv~h8jw=5E4Npu z=jYvz-i;tsruiL#3s4^o*H7GRfL4KSQIuB^5>SMZ{R5di3DiYp;+KH61V|8xBmOvm z5M=X4FfW101Z3ddpmhLeW_*iQm2x>NZ-}n$$q2iKhUsvxlxao`?eMf5LH>o?XAfDT zTE*#dGJHytO(!+}>Hz!D|$6tQ+T#2GfB-H?Bld(wvn~=N@z$dZ)Iv zyzO>d=5G0V$@X7w4*qCN&=Fsycv|e@EEOn`kELC*_i4m;m$vg3k1MPSbC$wFw!WGS z$&2ZhC**9Wn6~I}vZs3>Dn489@`p^)FTt(AS{j!buWZT_0@!aYheZwg?u(@SVch|n1|WZ$N5uL zmlj-WH@`o+JBXa)+2Uc^g*!^I5x46!QGLw2Hp)Vha#ltr8>N%JR45uyBe7sI7*=CZ zTp%E&HQaePow@iY=1gh=vc5(a@B}*^pYBzs(=2m)l((y;WGPQqwio%7nm6BQnFrK8?*Jf!84@r5nPpE>@| zKmR;TkA@4!9%1}`bWq8wHOJkXJ~QjO;mGWlmyK4ppahs|8tRxxtlhv&mrCU8lb9`N zaV@v<>!06$%S=capIY0Jx?b9jzf-OxFrG|5!`b{UFXfr{iE|d0kgOUh-s)jsD~AT# zn#@P%JZ^4=vm+lPQAl$xT5>FZny_j(^%hik)yN6KpGAe@;*8jHc`5=IuVL25(;L_9 z=(=I2Sbzgl5YT``u!@MD!U*G)K{FuOo!oNcTEZ8`VX+@MqUgMMSzRf|;MIid3yEM^ z6bbYaUJ(!!tODLlS}btF)lCm12zcxhff-0MH>g`0M$$yL3#I^%b&Pswnt~lW1wdX% z9}rlDzyQKTkd+04iH!(%30lQF6Py#kc7izPlD#jXez6C>Lc3_lAT9{8i|%~|jWGt} zEmvrn;q@=^bSV>A2o1T`aa7H?#A41D$fh_eR)8KS%gxF_+d+J@!)&20=L|Ep=}|LJ zxD<90+p1H^=0k85fb1y1q&f+uO-GGABZd%h^xCMD^vBtP5P>*W4N6*66$-;^>dt$4{coogO^xRE_D-s!XV|_@)r+Nkz#Gah zZDkZD?q04Ax4a&=ebKjd{^I46=O-^tFAkNC+Xiio3n}9ZYqfH32_XPwRm_a%65k)( zAD+J4!a%e-t~}Z*J=$sNiL|y{^E-$Q76^_)DG_Z~I*@wDZ0mpj^Uqk_SY6voD=<)c zDbL?V{@qWdCbVEvAV?Rs_OtLCcRa|@KiNZr!>8?HNA-llR%JX~Tib{)?V2gJV6i)I zTNC}15uCHe@MJ2BOrX-Q&=%0P4AL*0l!u8VS_6lD8cu+Amup@sOlrmJ+^l!rKg&^) zP*B{Ilk+XUyXKBL1iUVg|0qeErb4h148>hR!AB)1oSKnEKNuf4;{jMQx-US(s~n1Q zh1~g)MjIyaXs{3geDI-?0VYWQ1(i#}RV^ibebpc7=J5K|k;3Bx@!U91`~lA(*jeF6O%jn#{aB+^BcIL0kd4A@+g zH{iYSRTIk)P$JkoU^$4T1&SU`meeci8=nT038_`oGb$f%AVeF1x_FUtwO=i;w*ei#fE?$%c zknDan;E&5}MBOaG&kB(m#GDO2zTURY~h>7S0@I1&z6?`uHwP= zq8^JR@}c(XTv?Y*=5F`PUO86?bPmzGw;q~WZ=x1Ms^hGXS$Oz%9X9jv#` z4~%6wVh!Q45d^nW3c}zz-P+vTUTwF#_m&^MKGr+?{lU1v?|yiEKYwEug8$iEvlnPs zmyP?4q~7SpZduJ5Le1!t%0+Rt4VQ6VNG-0I{o!K4Fw3-cnxcN3ey~(4b9dZYh;asz zo^T5EoZHUKW7mnCV44oJ%C!VzV`tzzIVUzc^@W^UvrrW6@LG$$6$w7TynDFia^kp` z&A3I;RY%c8K;dGAKqjY@zJFh&ct(K0M9x2C-Qc|w`kBX z-4GIPC+tR8nEeN41tizG(?B7?MF(x?>~_jdIoxZ1|8}1LDRzIsG<6MBWMjW7#Ih{_ zu(}3wb^CyJZ|=W*T*ww@i*WRdPb!I(oF0KOWpB9B*6_U;Yu(SUUm+gt*^Bd~T#BA| zIUTmBrs-=y@Bu3e9i+Q^zm|UW{z3Qa!Jm$aiN!D6S-X07*FfDfBh*OKg zY}Zs^d^p%mQVwB#bF|Vs;igVsKOI-DU$+GWOJJwCeE<4d`(532JGrRRiGopD{ZRjW z{;jgzg>)qtsp>GSY_6p8y{z||oMU{e-**=B++DXge|uWeXYP2@+>P1WewS^=?nDre zuQtdmbThPQNpv~-=-J`;^x&T9Wnm8`L?0!VwFdqMr_NR_6jMqlSxS`o44P9+!7KyD z3hs}J;0-HL=w0dv35T~MOgOUO$;eRzHV=qK^WrXm16T=cizy4WhcWAF@o;qrL?n(N(y+)tGes*03dV}}3NRp#0wsS1 zHJB@{4qz~8!+51&J8`vAL!}4H&rN7No*tgRN!sMf@=|wkCC`h+hIrPtCW}JXhWkHF z&Sz+=5Y%bAGC;&!nDzt&J57fJ{^~cBc0_%SP32!=dkf9oFGZ~b_5OLRq$DR1I5{W^Li=c;&&#^V8FdonWn9j4hSJxp;p4kv4VL zdY7GMZeMRKvkPxt3{Nl4J}0kJOZU{zi}f$Vg}ABFQ<#m>#b`gPhzY4>LZhZB>+8N* zi+g$aWOZp<+3`ep@Ul+^xXkx&XniMB#55PinG6bD%%su7~hdK0!h@6VzWkUOf1_ zj}rx0SVZN*altS8tLUU~Bcx?kg<%LvI)s~cbYGkTgUZEO8m2Uo3rxhiaBd}|7(N(M zC9t?68(?@fNkn~f#kHbxp?(3%g%BJ~8O@gRIpGin!54{oAYc`A1kNIyA%FoyuM&t0 zctA!i>?Z)30g|z900&HX1>gmIM4$!m5&xnDgruQGLn}r;6wnXIeB#GSP%^I7z%hF% zsL}x-c&>6 zx}VP8KaTVlTGYIAvppQI>b?88JiFN6%Qu&c7nNdLk+)ZqmF>NaX7-@TtQ`2tpB~*G z)kn+GpFEpq8{>_olSRE~bf%_VFk8lhiSa1Ggj6=<`3J}Ak9#xjX}U5V_ILJU6AwR* z?;&gOi3xt8)*YG>SI~>MuY3D!P)}P<$G;$y5Qc#oLJZ)Jy_xSXt;P6Tvv#Z1@13{f z-U)}6lB74v<#uc3jiu=$K&Ye=-aI29&A?0z3YgRz>xa0apgi(i01B>#|&8B9c6Wb8vz1abiS zCBj|o$grKow1!(?LiS=B0`P$EUDypL2Exsvf07Q$_$jbySdJi63xE}SHbTup)d+Zi z?>9v8R}wVB>Vla7U5k(5g%T3`3sf*F7Qg`gA5pDDhYp-eNCslUPp|~KG+HvxH@;>e z94#7!DNKaku$}Q~R>e{%b1pXM$aijY`|99UwRiC?7+WF&;8%jFvl8uOmO^pJ)(Sga$ zjvCws@4sM_=qWEPmrRetAGIa0a@WMRYwGUJJ9ncek6eY4t6*e|jDW=HL2>x=``@1X zTFcq+tYcJNzJG7~;OWU3O2TXQ7TWhs%nn|BHN8-rpYDJU?%Y$PhnqY0Q~{Uo$AidJe$E?mbQvukh*_On&be~n zw9?Qmii#UDMVm-PprOH90^YO1Gy|DUgeju}F_^*MqXeu0K?JA-B1wnn5zAYcEg)A_ zkoX9?E0WXDb9rLm1T#pS0VC`$49h)Q@gRNzw&oC<69Y-Xqqv}W1HuJghHnyv{;Shq zyg>Y}5N5Cd9^e3`0>K7;B&w3V7e;z~4^Utv+V5(Oi;FZQw7SqLK|cV6px{a3R2@u^oQHwZDp;CdnJLp`IIiSCiCFRsQkv>L)dc&dMva~U~a;^LMuFk2vZtTDn~o>zP=6aZ=u@1kNA8?MG6p?|O0i7L5$AI1K`{o6h|gkY z{D~ImUZLOLum{-~H9}rV#AXXG6y`Rb9Q^&uM0vRF4DMqwv159w!?fy8w~dM3+1S|Z zmc*E%hV{e3WHRF{=$=55uB!2c(a!Fk8A61Q5bfm_qaZYE_Z0K(*Kec#qi!~GgWhN@ z4SxQ7{POhW*@x}4vD)ek7hA0b+N6~d((Qu4x*gWKIomq6Ii}Jg=ceNywmYKBCKtn&*w&q1 zc`TJ~wVW|@wXE2U-%4+1Ds)xiaZr7;iks-C75|)@kY{oguJVc6G!@ow9xqaJ2#gBG zBtgx3NpJ)rpgjUe8w^l>$jl`iMBqU#@w~02`aKdP2|RXV#0(nlH*x?_7cP$=UI@#p z_(&luV5QKBAt6KG1^b1^G0uod=Y@9;Q6!MVPIN>dYIrpU!Rw+6qNuRIAktfMm<9m@ zA;qxaLN|n3m)!o+q5~)#BN@U&t_sbA6ABKO4Oe0_lq^(wc-WIxOV}}#F4?PrB?D+f zG%`9WdbSt#Huwtgn>aW6>D6c!0{;qdhqs}o@s*$@>wh#8#o+qcR9W&+N?UciyunB? zmGA_t)%-}dMd=Lgmuh{=?oIO5v}g5|GaKWnFv!BBsunAS)IpZDGKqi{Y=+Mt$!ltR zWhqpxHeJih!Fuerom~)oWjz^E?a`G>_ha3s7L6(%wz`@uwwn`i(59VK*P9Khf#%D` ztQ;4LWjmMmB_qb=+1}||&kehNBnoO!U@=;2Th~7S@|V87nXBjAiN)pq!*jELeDUJ( z&j;zI7OHAuZn?t6n%TnlzrSof?B6@x&cz$QT_~^q`RDJ0AC!DKypioGwMJpA-Gu>V zoaA#*f-mmRD{W`CyBb_Lj@|gd?!PwW+&F!_z58*esVQ{JY<1VyLe&%~K3Bu7DqS1z ziWZtMVA2Y8^X}YCt=b`mP+rGI($*+A-EM(TgagT6E8AYmn#cs^Qi33gK`;=m*~1`nQOzi10bl|67f=^?fpArLKw%mqR0e}4k0KL*z`-w| zc+qr8U&JaHH7D2+I{`Cu>?3&gN;6KJa=}O8!-Bma%@*Z~&PzxxzzhOEP?F?r=I!(SQXH-EOG)oA@^i;}Wh)H9W`3n|VO$QK;Gu&RPK zv_$chH8dK6C?wBjqO=tdkN0XyG^9apDhHE(%9h8AUUku)0?Rq+V80Pc=HpuRse%Bd z1d28nb+{TyyQ{PkoslxRj{1P>_xlOcw^C2!HxE|Qd@UNC3YOOIZ4jY9K5wd+&(0|8 zCt5;X;0JOMi~D4fWt3cZxR`$P<=e{rO+;XdvEj-<&-K@jAG|)Wupmu=Mw9Ts$WOuT8-27k ze`JolbBx;TEN_qaQ1`3x5AXe{q?~zb@AtKji}k?xE)n7x0$oWm6iz3I z2QMjh1V}+EPDldKU7Q~hG7z-ry=1XKpf1n}K!QNDa93-Ke~C2G*ohhfF8^1%G!Vr9 zF4kbG2U!keY~IG7okEJ=dt(b#5S?Vi=O?2nhKtmKZhQy|BOPcMmP*ksPV;k)R3|=9 zWg{5S5;)3;(77P|bEj>O29p%fJ}uP!EamhJv~sVU2rjHS#Ef%eFcZYd4t2^+-x4;W zGn!F}M-Qg-QrQ)^nEhRIcbI1Vw(B>Xd~sOVb+cA1DWkBFDY|Wf#2`b=Usqf9e!beN zuOOLtr4>B<^ULYjjNsTZd(qsoahs=RWqWC5r&zSxsJN119C3Y98f>nNwl|;#+g%Gw ze>~~`{^#HS^a6GbQ5dyhv6}0xwtnCy5yF6P1h({|q$=5BaJ0(pbwUsR`|EaN_5Qe3 zjt<{%er`?7d19S9E~TryxCm zZ7C)(oSdONfe-?Mg1cY{#z67{r$(>^CLnEVP2{~yJR&|vglau9T-SVFxLWehZTOtcZz#2RjH->11X0@AiyXI}wx%YzrttK{W=zaJ2!(Y=*b8h_FPSHt++; z4t%`&FXedE_V$piq^v9}>r>to`g*`{La65DT%dy`k53ZQVDFfaBO3KtfZ`z{!@i~* zN@f*20o?Svkd1{2Af{j+Ki9#WyDtIPE zXuq}i_IRniBJO!%YK{{LB_aEr@Z2cmWL) zWlAcKd>B&5ppQ|x5U*qRLIyHaC(0LKmcRtkby2iL#eiRu&JIY8!!WW|15eR73TKUaI*pm!E(Av+>{J?VFUbsxK_2e3DZ? zKYvhvR^=jFJx}fRo9$W>XA+YWx39IMYU#zQUVgVud%QGQ1tFW9@b7oKZX3f&n4sqZ zg-WaAvI%-x^+m(!v^r7j8A}zfW(xkohYw#hK~Qd=y#H%y2m1$4NrcOjrxx}$K1@(f z-k~CF3L)2moA=8h)&Y?2V?i_oVKFK~-~b&$YA4Zj9&jNLG3Sc!Nr5#sC0>=B^g z${!C<7ni_z(4z|yjtiAe7z5}rSPHNhZJAv45OQGR565|7faNeG;b*j-aG^LTc zk!TJ_!*Jr2%{66qXM?*90p7Kl?jRp!n6M+?Y;2{9?tZV3Tr~Z`{l049FMfXgd*-(P zsDcAlDIQhjL?`G7A{{A}=*+3jY_8rY8Y@PwVwRRh*wfJ<$R7O%~nTpT^_ zpARnQ9~efa(^_zB4C}>6;pC6wz2Qc0y>{QF{{GDI-%ri){hd}&Z)w}jT7F57?FbX2 zPf3@bCikjh7TCQId)hWPMqZoEU+NzY4^tj>_@?%E>nEpYXmqN@YAY+PzPz_Tc)oM9 zv2NzphKYI-x5|1XuUGZ0GjA1!emo)m`}OTNPK?a?1!)07f&k3RmXPk8i1HXepEnJ>wOQ@>9zu9!>7;$a8z zolll=vg=>7uvNI?xv{H?(z zev8FXXm_2Fq3YSJvua*Oh$`)i%94b^Mn)EdRCQaki0bpjvI0M^uGJMuSCS#EmCtI8 zMvd*f%HEmOFtIjL^S68$#uI733szLg+Cfp$U3x!ON+&}0`bKh2JpXp`+;Q{b!^83E z>B;GXi^p%yOeYhLh)Cga2=#QLvXbgHy7_LiznZIk{yz`dH8XY*j2`vs{nGiX^G9pu z!6mg3HmjS}(ZuDW=PAzI-MGIq9Bq%xqlvSxznr(bGh5#(Rxi9e)>8-uR?7p%^VjEF z1D_S~hVYkTEWEz;x>{d+MLTZK)sN4gZN<3c_|MI6r$6#{clGt+N^yH>b!~HVb9Hl< zs&DKVJJK9wnVYSZ(}VZ>ni2J2p1n4xWS2TpPF(E`DNFhBftH>Tu#8oGR<>3@NxSB~ zap;$mkyJ88%TM#i=6o$KTfJ@U0R`AN%o9h13JZ{9~OFOrlh;#3xKlW zDk%V66#@mcHp&YOiKPT;78-Ow2ErDgLWu;8WTwKW9I^+z5gnBjFsWbs19b5(#wGtE zc6>bWGp^BS?Cn@L22dhi0GPPS1SC+G;cIJ!TC|jxQ-k`P&0}choar-uO4R+Fy?B(X z=OsAQdEv7bgK-7LT8Iw>7(P5;!UZYiwaBUx3+E)-PN{m9)e=}PW_4MgbKecon@ial zt`@~C2fYVBs(xu@sf&aY9gFD}j=>>VGiyx$wY zlc$5AapE!S9A8rS_(D0Wt9+wS?dJ5)-}ZCMW@+eDhQ$^2>||$eJZ?Te7#c#p2j|Kg zfBf~Zl73w1?XHamEBg;ue6@!!kH(IP!GFW^{v@4WG%JRYuIcL9@qkawcrlOik!H#^ zZ;3C%dSpE?YnhBa-#bCLz~sBP3uZZB=zGom!AhhjWz>wnY^3~lwxR}1+r;hZJCpYQ zU1KR-Y%2HsLa&C$cz&SC1TzXz_gPcJMf} zsatcpO2d&A;aX8a4T~`dYlIA43*^F(`=@4(4}H@t?3IEN<@1&T31}zTnOp^(2evtA z1!2%gVHdL(Mg(0LU>H#mNL1oAH;&P;c94-Pp%S?mDo;>gg$=xb4F--@$XT!iNIo+TgwR4xfSagfp_$N>%a>iz+g02$RtH^v9RivuEh z;0>}brttqr`4Tt{@B#UfQHho+?CtBJh|@J6Ott%}+t&;F+J2vE#3w6Y2U+4YbcJ`E zl#_Mw2>J$?a4V^Z97N(|D9&n1z%?E2$c31aR3u4E>hnIg5o#{Qdta7V8{?XpkK;+Y zH{%*#r;--)WIxalCq07^+(NNV9mjtRe>r<|F_pm~!o%q9f1XK?PcJ^Qld?~tDqd$G z->qabg-kS`2xg7ix~_ixYr8rqo4YH+VWl&=7@3=!hwHnebf#2atd;Y+=`S{m19M{= z$-HaTwPHTXxn0!E?T}f{=6mVol+oJU8jd!$*4svLBJ6}lM9o%Xx8|nZP;p`MxMQ`k z_wR45!k_)}I8-j1>l=M@uxw@mKTh7bGvTNN?$|l@R;inXV)BQHNLMxYb^QQN+DY3? zcT4d~n6YX1!==vbdAysZtVqn5b9wy5(xY1BHmBsm$*`PA@orh~m+a1B9g-SJ!&)RB zRw5+C*RH06Wi^B}3OPbA{5(Ge66&F`T#i5O#tZ2H_QiyBOd=1jY;mAAom&ueJw&e`vgL-y>ibuI3;v0CgD&SCx>G zlk`Y%#vl-|;w7F+n1;ziiTKGjSS{30(oJJ$Gh9CoD+|$w%K>(y z9Ow=W?3k=faj$+Y|MbKAH)8MQ#FEem{uH-KSr_DMe!V^wzRoG+Rx#OUVc}AI8`x3)eS*}U(@!lUO4@yA6@k!P-L7)cp0!s<^qwg%MG zJ$!kyK~aXNO;lRj{m8UeO){#ahBbFQIqWBbbu~{OOovKYJ^v!W6-={num5lt6xP^l&#>2kybM)ODwZsGNed=a84w3y zfv@C@=-q%n1m}`LjHo8@{@Cjx#)?dNgcc(`nD7l(QXNv+UZbQovZ=ju9jOEq0`Pd6 zN)Oq_CcOFe%yk)w14&Mm;TBZPh1%`dM%&_#AQ;iB#QCH@7K-A}9f^oOI4T!rsHy0* zkD1R^i^k&CirzMxMXj-1ZiJS4@w8cle;26VLYj@=^zaeJ6bnBY)ZBdae*N0r)Aw&* z>4o!$$CtCI&lz!a_VCd%bk(9ipPus6GD{JSi^clMTywa#*v+2(d6eESw3=pZ&8Q#* z#7;|5G>4^#-O1lR&`N>wT4f0yqIoD{%0pw#R53)gw|9p5W_w|6 zYw@ElZND9Fzt}0&)=w9;UP#QUwz>XFrac=}GKyX-hEwm}Ag*g3wyQqT9*XuyU5To@B^nj zC~vR{*h7G+h2<6-#>)VaQ-HcCT|75{6i}S_1Za!@3TqHI1-=&T8QV2{Eu@-I;AC2Z zzaO?000pQ&JoVA?$fSi(N#I{M8Z9URJgng(L39hyF9J7Qy)Xzbfx}5=xEA#eE=d8V?Mp#Pla3UyvUMeE#p_iQYEW48l4VuW(YqR zuXwmnj14#it_SBBxKl_XV1w)n#F0@T1;M#QS(}}yWv|WNam+YoEU7e)*ZJzA?sHNu z6iqLxo9PT%Pu7!6dnmS05pY)+R4ogUp_iW>?8GMArynm*&B5ab_s><~G@O2XI{fIj zVecs^?6fD8Uj|*RFlE6|_gfns_4w0vdZSs6SA6^WGB(uu#mVXGOPKYt^RAg)N}5~U ziw_s^YHx(Dqw+V3fk%Is-@C?l!xqnk^xpPpJX*Xz!Z!KQ{>hiy>(hc`=F?fW$}tO# z%~7oW=mupq4!=Cxy7$rC*?aZnU_noH&7xUoO(bh(!B86QYOmYu93%E57YP1(RH~(( zwAv%w<`+uM1w-38x-g!XZL`*!(zsPAa#l5$$kCJ-FAf*g8OFLf*6Gyp;W!&RNiO+9 z54KYc_se%bt4vtojGr&ZOjv*63edXjcEw}N{=z(F1c)2e=q!RK8T3aSa zml0N%Fa@{+Cdd_i6bfK+n|5`#gOM$OF%QuyL}v!AH!*%9$_G>`ffGK+2eEs@XCwcB zAq(KN1SA=t1i{BdH(9F`Be8OECG3nL^(mQ5r9+%M63;KFQ=TjiBxd!J+r`8i@!J7^ zE_JA4VnZAk<)G}q3E?T1Cu9YVcW{x=T?6JqHv62fxRpZWd^MAT5;_pHvszR}2vAlJ z4w;`H&Dp7DN2gq3l&3ofEs>kq+n5Ww-+XxUZpQ!g{iI>`xE`eVv@j7}Ic>aH z@P(?!_R>`I=$D6U{V)FE{+HJq?M@T_^z`z?aA7XskJXzS71LN+Xs#6bc=pR#HWyjT zu4h=cf*hE3soYSjY18kRwA`3kYLz0>v*EPDx-4|OK4`?RJ+OcK{$bAe`P(o1yQRWr z$`fzfW##hChv`!xVQ=35Xq^WFupV8{@-#1kUATq=RagsB=Mcu@a2mfN(*&<4qEPE`EU5jX=_aK@H`M&J2HO z(7geqTOy<#g4`hN7Re^fgGC!GL9lGQ+CqRHL+8U-MMPj>sH}+ohG1fdXwX%mpTYGz z1dl}efOo<#h`1Io0)j>W;wzm4S}^7?f`5UK(VWRa1WThr@#CuFVwDD30plHb1w!Wj z`-2=zkh5S?`FK%qT)pUuG-Yow70U)jduMrvg=QT*%pHk4V}ljFZK#Ro3nMIk61)Si zP$~*K24^%>1m@TtyA4MwR^L2J?@zoftY%0?=fbK05n(JRi?|vNO=?;}k)m>~)vA?` zmz=zBT*+JJAMf7#}}8cFIHXN94A!Vn@Upi zRZE*gv)x(9<_`4LC+4@(^I=sr3u0}zPC4(yetj|Ax;SBq?B>?RZrl;ojb3G7Ps?B9 zfB*f>v!CF9|NW2OzJC9<#fn9x_wd(N?(D2Fcyadn^^5msOUY|k)%a&-T$Y;gWqo<- z;2_U!==DF2)(U6s-udOvU>aJu&1@9n^^-j)yM!fv9R_EE1?0fSzMJ1BUtly|SWX406*!&s*U18T~H)V@d*QwZ?^!OM;c z#1Ld1L?}Bf_dVD^pbAl^FvGf%?FL}u7~|lIhun5@)s6-nK~o0Q;}mdqD0&nzSO(ml z;Z_nCm7ozYya6i!qhdvdfK2p300F@zg4IBu{Fh}FFgp>yJd`d^ii$X%;dw5g9b-j_ z%PHOqtbk=25ir1y6jety6EwLW0#|kgBG8rzc?NwM3Y1J?fCHHD0CaJ#Nzeyry4+O( zgGt5?8OPNKUcyEWK80+&Vpk8Aj&_)*AGhyv)8?R^l#vZxfaWW}Xl0dg-Ewwj!Ls72 zVmg>29y|q^84N`j))C3aB~ept#zDqm zne^r=RirDqth@C(%U694es^84Q#+TB-c7`xtSuj!-D+NMj84E%VIEf0jKdd<`#Rd* z!uDdbn=CGyE9>QN(%Cg-s&xm&%XZg z{rmT|f$abOLKr`~ygcv)Q_04I539z~Z`GyacPr+LU!N>H9q=(=rhbH{Xy@n4mbquH zCm{{GcsDBC+pArEc;DSzYIV$Zqp~V}SQGNJPm%8Fmj|^E6Zc+@9Lnpqp3gz8lfGrA zt@FaBnVRxgoUFQWvG=H7J5KjpN;2kg2{KiUc01bqv{D-xHnBLqa50ayhh1wiBvOe- z?>0k@P|TrRe0xf1u@+Sj;!y{q#AW00kJ*_7l(hh8wB!U&E5Zdnf`@ewTqW|*sRFnH zfB;z(1F|36Vlt(9U>-t@7f2qk2xlAxOE=``qH+n@fRcv{4bTF5G=vGkoF9i4=(;@K zm*{ojyZ{i335?8Fgz7@UqKT48EevZ0?9ZWwWWX!qUj#3NVB|+OwICJnsE4fW3jLA= z8##(V#S&d3X_z3~NR$VDfw>LbFKQdhHNX*y0}G5&#U~@cnv^c8mMkd(E`+$Ev!ja1 z7>E}X(MK@tx52IS?BUy^^I_=eJIh2+GnTh^8_jSyK40wmoIz~KGx2Ag2|tY`cjHMI<(P)W&BCbfBWTC_@@+Xd4FUWxATs1Pj@Bmo&Usnu=Zs-Bp7BxC+ ziPYhXu6g=ybab~EPgS=+Kh5laXg6P6E{}xW%kp(H2v8G2_1AwsTwK<6bK}hd9o9d6 z8x_VoorPED^}|7HvD>a62>LJE-4KUGY3a=$uPRTa!Kbt3AD@hjbf#bJ#;o&B>pauk zNrKJzY2L=}pMBq3U0f(TJz7X`s|9-_xoZ?H&QMbFh9aUGr<9HKXfzLF`1$mQU(ZK! zBy8<}`}WAWLYcP6RxFwL2GzB|0!r~%*iX^I$oZt|`sQ@B~5Qp5VNl3PY2U!p|@whGz zBBmW98?GqeYRYjD9HXPlVVXjn5yx_z@37!(@t=@wjhe!n5O+=C!V|KWAQWGCBk7(f zUz9M?+)$oaFQA~wVGimPPyrE^geyjsqKTuz@rNO2J*1xk{i4Yu9s(^FKS9?8*kx%z zT~f(JeTMS$U<=P~RHjbfo}KUTXU}ik2xp7&yt{hDc2*1nP1fglZ9E&WynS+f?sH@qn8f7ONWzkX!Luz3wM9(Mut?K$uxr^) zIjmKvQT3=@V+srF%Ua0dsE(U4&qV9vv(pD(jx$kxW4GDuAD_T1yfbCLGx-xW^MiYJ z{iNHxDCG3twwF9AQUZ2994A&zS~c9iFGhwRwytwb*fw$VqWAZIKE8c2Ju$jik;=C+ ze|+!6o^2jp{Jv@Kbc(h1YNu9;ZXEgD<)Eszk9Li^S&R1AA10E2R`aQ?l+pficHT90 z%Y4Av+u3r(^Hb&FDN=^V^2|IouLuIAD`nGc{KQhVLNu%A%E_R_6TS+y7}7ism6>Uu4T(nZwP6sU!Kj|N185Z@d2Ad!Zlw%MJXRJ| zZy2Nk-0yIjCZfHP(nW*`%obo~9`Gq46e^Y$IIM!O43Sj8%)Y?CiK~cN1VRwqAcdhp zgDM#LX=s5cWOv9Npd%Yt{O3{0YswRx{;Me?#=|jSTct}_uyhZ5gJBgIA}wu zBXb9o1M*-06)=DaLFuBFaZZWqMiB$FLLiAv1G%k0H4<_H=z>gcc!#U9#g{>_F1FHO z;fP-j5X+UT9$$MEFXX-E;b?e3r;2x5dOC&7-B^-OE*u;QTFa9W(~2gmEY74tVM+#SKyA<3W4)G<#?55}tOz8YNVHWYMO3_=+Sa;pvNb%O z%D3Us%ykkrZ%j`(-SWEKZWFBDg{G7WAXhQ0HR55!ie$Zdv=oKRh3^Lw402hdXtNc! z*6X|ag0-oSYel^vR~NgwYPQTyW9$p1FxJF zd>rYE)ulSP>OmuxDJ57_=Zt)bkEn`L6Q(BaY<%8M)y!JmoS3~me`mrRxF5ZJ{n|v@ zx5!Kx?QVL?icJ6w+xt|m($?oaOtn_XHnP>M)*9v>^*o6Jl!{6*#qbGV)R)&3rze$7 zr^0fH%3@F3FCf%s*2l*9kX?!@A`P+Nr zdC)#ZjtIi=-*NB@&KKHT0nQlM50gL?1zlDGBOKy!Xi1!(aM=#oH`L|W2$17o3{@h7 z=?lyN(ciKZw!l~+AlZk+QNcWnBHlN^7XZGf2po-}Xd`ao*AE~7cz^+o_$&b*0AY}u zGOX0d^B+G5gvMM)&@DPI@GU+t8asiyUfM0-4dh4|y%*JscPEt#2?c~@Xz4Upd#|YV zEWGfXbIv(w;`?IIsrUvJJ{8ppoARVPra~TStT(;VauTb#XxM9q<1*umq?{ZLrp6xb zR3HMyTAiV=1DbQ@$Av;ggw%uV{}?Y!-jUaUuA9uNYNL=p8YbEbf z@ly`&w$nKglq38sbE8+av;Fl%uwo=~`Nf(my~mU%#}Bqw*A6bm+k3Ua;*vvM9X0d^ z=VPNbjOKd!@pvX!YMa3)S|(SG94zd2O8a>n}8jksRW zozNcye{x$w(O7QH;AiDxESt)uvpD!0#~&EMeAEMBzsDJX@HU3TI?<~J8h(vxBpHO6 zA)xc714Nb^7Y}NXPQjF4{5%dG0Ch2!Nj|hyFGRTzrb9ac`6D*K z;1zJ1qj?a%D#2Y3SQoPzT-HH~VM7d53+r7TSQkVYZhC@5=twG+lc4}ZZ^!3Dvt_Ol zRb@M1G|_;gAYmg8StOcbzzND80|PmkM9;*27^UlXBFzeBtOVi`{sG!(lq#-*iMb!R zFw`yzl{8`?Tmh3C+{!^okaYzV45)bz^3+h(IF`VonXtOJ&H&iJ`6i4|1GPOSR`<-? zEVRopH%~2;86n1;1(R{4fHbOhx|FFf;oQ=bcw)nWizgq_H*jW;T{;XU87>sG(5B!_ z%LGk(0zM5<;m7V30}esxw~;Uc!*L3k&GK1Ao-^E26PbH!3-!uk!CHY2RLdVLCLGIy z7;xcFcW&RFgP{lFWkw$U=KbSf%s_ImU@XwJHMudn`*bwe+WE9LA+K)_3qEameUyFi z_IVD7Sw0>fuf-Jez)arX&JEWyJA0$=>OwlV_@++h>$Tv}Q1AY6{Qc~!+Kh%P$#n1S z#md^trwfnnpFckO^7a07#!;DEdA$_4c2gDhH|xo>j@huN%l);q7C-&`^Tp;#qPB6= z+r8hB*y-sztI<%>Ehv&VRUCJ3&2#i=!z`>D)%tS9kt#hn9YBSpi`rx@*h|E**eJ|f z{QmH)*C`aD`mi3FOX8lVTu9XlwyCY`#)yq%u~B8?X@u=4EUncvoQ{uf2B=!t32mdj zuTR@?F-GAb3>9kB&PU*1=!=HX^nfzC3OxE1jAOX&1u;e(pK;zEz?r2CE*v}wxnLsiKAa+V7BWa`!(z*xPSi*vH<%BPITjZ5{dyl!SUJ9l!>3N z=nT8yuna1f0pSIx3pWLHVCZzPRU^KoXsoz-Kot|Y4H5kkP>X^kx0WE$Ai+W=8)>|# zLt^QKb_!D~!mELjxcXFJD>xF;j-iiW1sl|o81hiOXwM#`cM-Otvf(W@0=6lq)iE_4 z$V50g8}Yn}>jA?Yyc}8`qEX?UzWTT}B{{-@5J%%a8M7D0REh{Mg-N={IASi)j&9bM zB#ZSlJBVpnjS(YJ7o(H}uB3-8IFSGG_0Z{G9*x*oeUP@zRhrJSnAXDs?U^w#cMXe5 z7r6)2^+ds%;`RQ#E9UUbQJTkN%oI_A;gC4+knyT^O7#I8!6sgcV{lNZ|_gCdBd-la@CK|Pd6W)u8rSZ z?CpQNd^T;^r*76iR*G`8TsNXc<78tY@8Vc7)pr)RFMiz^KQ>~Otz>q&V^0N(nP*H% zWVDVR(OSF8+}+t3L0L+#mAcg(B>iQ^Zx-3eG>0UGe&TFx{O6M${+5GRIGd2jCGuLo zpR+pRM#;zImPvBT=Az(_5b4&aTUV|bO3;+q( zxS@=33>zBC}doJkd-hgJFFLosVc$1nEu@Ee^ryD zP{HV;^oc^9CjFL>W5_ciDm4shG#~?k+ISvt5IwR9WK;T~Wp)M2g-AG*;zLITBZ|%c z=lX58mP&f31icfspvgM?^Dc&Sad7p5WobMs!D=vGR)U(3v*)8Ui?|+(7SkF^vfy?5 zRMFvOmfcbmM<|rzy71z3ee+3wD5jL6U$s4~v2Hgsl4^0-nGMV#)bidKe<+cf`eE98 z_txaKJ9j2-{4hB^af5>%+t)kaSbwm8cD!WY-B@XbWn;fwKEAlu)fXT3%|qj_$?g1F zKK`K>-)t$v_0>;%Gr{iW3sL^@h3Fi&C*K`5$7dH??4lR0ma)?_J#q2m`0Vuf;Q5!Y zhsnkyOsdX1Pe-FjeXCdNjCNBLynW2(ntPPk|8DNA9TySo>&uq-rcqxQc}ig>u^5w? zYL>ozb8>!;?dttS6IT=iWFfyXvcw)Pgl|rx6x%pl;BL5u6hqrmc{P)58O57UshQWy zt%_EXEA^vAK9^y$nX>L+I*=5CnuSd-o3$57w7DXhuZ4S84_lgMzk8@B)T8bZ9cTkuePf1O5jT0o4yt zJdg?P>IWJw*?fRmxH`YUi-&8p`D7+$;#f`LLsfq+tVV;;oqi@VW!JY_4o8s{ImzAW zC){L962prQT!Kqw^S4_yU7HnknGVG(rg$gz{Dw!Kci&uYW>R7@h8v3jzNgIURL0EB zxn}v)=E2_R|JCBb^tXAjPYYgf+{drGlcC5${{b#frsr zzdMhM&O56o51+q(eY)XvuMJn~S!&%h(qGQsztLAVqJ`DrN#G)4>aol1+PGVNv~l`% zQ!$zg2WGbXTD|=|O`ZMn+uQeF-#r#A#cC#ce7;ykQ2WalC-+V-9^Z>vTplOgyL?nx zZIq6s^o`S9e%dPOhH1og_TuYCedD`dw0S*dMOj+nM8Q?6E1BgX?+goaArL9~t4p;j7KwMqj>|oAAeGwWfK;veB_}~B>gACyDUf5HxJS95=E>hz-Lbwv= zqQwFnlir9*B{w`k3FMUWien?R!<7;TwTvRgKWMY~uWI*I#?9MW*ma|RUoN?7A`6!xg>gwKTgAk|pi5a= zg8-&qUy6D!zpd(!ywYChd_Z#CF74-2aw471M36zr^4C7>9X&tZ9i6;9J9>C_`t90m< zRWA&Z-lbK=wpovE|Ht-mxA*l~D1?jm$|PRe1OS>CFpZ?JA$D8Q1S7s#bL>EKK>ijT)Y@sJ-Cn`$tb z^Vs>-7i~8m!xO6ZZIPdHx29<^o@C(>G&@|lP2q$ND+3SfN_j(y43a-gd_isA1r-ry zz_KV^pjKklgi3>DIZ@zX2aF9Gcrf5yv{hasNG~Fy6(h0zs&b(}CtEZePIwetSX}Lb zaVUX75ArdT61pMC1C$>rUC0)JSs~pe!N4%c!@3n*78$sB1Wqv`PTpZ+ieq!qG%=6; zZ%@TK8LYyUc{HKGKt+&?G-BTiWI_ft&=)*vnQ&s{@(hv;!Z-jrpapwTx+qlWd&y5w z(1ZepMin1~(N_YsbkPAI<)$3C{)-DoPX2kB)-1uvMupe1H8pb3@~#V$7U@R*nN!f@ z5TgY>Ht+s!Ve=??klQ)zZuOlvyZRkRqvLa@9!+_|AQnt|>tTd|1P)`kq zX)EidmX=ow`SHNz>t>xfwbHrYw9&n#mJ*4E#fW?U`5W`_Vs!7>Y5)20#bEKviG3=W zN#;K<(v-LpIM z>^{%DyYKt%v;X;DzwFzyJJTPD{dIfSbzk>&UAI_nAFQt5&$NTWjdNN1eDj^QJS?ZL zKA4xQ@$!0k(cv#|t{1gu?^o5yaXGvCVEl4j{_D$|2;Jg+x&05%uYP!O&~LpzUqn`m zbvMYyNZx#LJuP&byQRxjr89p2=DJ>TJL+e@EvoOAB2J~c+eUOe8H#mYP3_o%fU~jh z++wveakRT;wc1+5ayeSo_Kq@FcVhj4$L`s+`fsMAs14cBkn%Z0HLgsbCp64yk$Pk! zQ(h0vx*3m)Yx{lN&DZNx0K9hP?&oXODKsfJ4#l|_e(K?2++oKQ9%BRcSQs}_d>GRR z^7Okc6?g(5v%&5cb~Axs1tMxhp`sNdh!k`fi`Iw-Dlt-!9U4juiKR3xBCCm@?M}?mL6EQ95%Gt0#FNu5rWNXdV$l-M%V9+WHvURElQ1Lqgg#%Rnp?#VNm0QT@W0p z6c^f?4Z3>UP;p}+5VD6-u|X+a&h6G-C-A5WDQAtHjass>6=TC*b;p1EWpVLtwLE*f zS}ku5F0S5uZxNN!;_lhIo6AqvYc1`iQBTC1t91FzO`|%iz8t<>z11&sm8>qlOecp6 zBzHY<>GhYd-@IQfCnw9!s+;}kuRnkO{GVUn-@qzV4c8Ce-`>7A8s_qcn?cb$wp+kY z?l7jQ=}KDCn$Ip)*Eg&E=cywukl+7J?_S;Htw?XK4=U!BD2RS@5kdwY^IY1sTRe&u zH1zJgUB4381g^s`8^&r;a6hu|fK}e=?AImNb||EVY}P0a%qHFp6?>pl>ZBWHmF0Rp zL!oMWnJU-+>&L{35hBS?f0;xQ-M$eD3T4~O>3OtQ+S-!HIVdDX#L!^95`#wTf-yp@ z;NBUOHqkI20}TesmV;Xj@#Xk8O&A04xjq(GN|34m?24B_9t_4Z262yg7l0U}Y2FKA z1mVsAEr5C>IAp~Dc>>px3^NF8@Ki^-m;Am86Q0mdMu3%UXPEm{d`_upDw zl(+l7$cbFn1??E+#CrnOTpqK9a>coAajjdBRKq&QbvF`%;tg?EHk*%wN-Rgoq1S1T zBWH?A84LoBcof2N+N+@!<)~pQnL#K2y_TPMx?|H^j+&(c*B=IBEDlG9{d%@pHAW+o zY3CG`(-4xdSt)s=N<~2AbW&iwyYabUvlJX2A5^HeRM3XV#`BZI#p%WD^x4~0>*h8T zPKEgC+pA}*)u%frAHJ#?dT4lDm2S_Ct8SxI(6dVDsn3@=h~7r1dC=POhEk>BqLNI7 zlUhdbtqkqm-Pa$#etvhoT9(zkr~ZEb;Pa2>$%{8P*XOcTf@;$-02>=ul4J$Eg~ z4)@jU^w6Yd;a`61gr0R{_zUDK(=5+!I()SGR?bRhbdY-b-L6C7^+sNA4hp99aLc{( zxKK}wC$;sbI~M2m_LFG8lr80waC_ zrR$g7#M4W|WyWBl=ivSUXoz_b3>}2oJ%(wGia>V`J^{cv5(kNkr5owU=+ofFaO&5E ztp(Tx$lUKA_k`O*au{jF9EotkgZm!p-meQ#-e7fM<-uo=z;iEI@{vd(pagh(@xy4Y zM70BJB!RvjtP0UVfrSZ>z&}viP!9b5kRw6}1hiXtFQI-UvmkO8@YcXbK@kb?fZ8S? z8^>4hE2<48HC0KuJkDLD3C8723{nR!oGLPo^teIornqvzwR39ZHuM~2w>Tg^@`Os> zk~hrvn0dW;I?}2s4VHejld3I`+hZl??fEcchXf!eAC;O-`mK3$nL76{7G6zQGe+}O z(97z2-+>f8j&s&m2824+pdS~icGykx_LF>Mu1;SrkI!Ge8Z_Tr%;)96B=f`h>5HR3 zFMD}?Y;;TE?r5N_t^zeA)d*62?`+s!zB-f#Y%Keo`FAJ06m0|2YZ5&v$KgF*T%A4t z0Dj`G8qHPWrIXRCyPvMkX73JXua@t=Y!qd?-yJJdv%^lds?m46*ftr#JV0N{{psd3 z{MN){)fdu-HW`s#q1{pqTx!J4Db7b5o79#s(@S;s%s$Q+Q4W_ll3wXkkAp-AZ-j47 z%LDsEzl_VMxB{qVipLc$=uWiq5jq)8y3eAkxjh2)K~ToVK~6~mQngu}D_U7ffwViV zv!PI<`PAd(?BTc#6e`9jKP)#G@`IjKHRuCh>y9FHjAIA_KmmdVyO%8@wHyJlER^Cb z+-D5Z93hJ&=T5K=cEO@{f9@JJ9j4g;@8SRsu-PE8^Kg^|<)aXT5o~m^7DmCLkpi0D zYZb8l^2Q+ag0>$HNgz{LeF&Z9!wnR~b3hbJ*rx5~^m2aNAIm+BDM#nMpde?F znUGiF`uHG+bk|2^cUj?sm@EA2{)UmABI>(SI*z$_nRs~n(c}5+oFvCg1U3X@;S3O;jM9=3J&)-bHeAwybTWuq)7WdoI z)raJHdtXqL(9uiy)Ia4pdCg53U;nS(%Dv34VhJ3)Qe`#WndgpwoF^`>KkOZ*Xsr=! zuU7lVKYV!m^6vHd^5*t#y|IZk3uTzCab53f`a*A120{PPq;6U7z53IlvzIr(=0p;6 z%TmotZFhyT$&FOV7wtc1%guxgET^Q4hHIC|$RET!|39$JsW<35yeV zaySkGQ_UZA0IYhEx&r)x#8Qy7OmgE^(rh63&6->XKZ&051CwOiL`01TTQhC7TnH*FYEt;_M-|H(YEdvmfvR zF4uu*^I&^%A4LSs4pEJv{lXeSDi=fp`m+b?G%yTgElgxUUaBF66e$jkFdvSEI)GlXL-AP_PVuqdVaAwJ~|t|pM`d@itoKYojqT^y$+Y{op!lS)erUDpFf(<7xij9 z&*^Q=uf0Eba{Bwfe*ST_YU=H?+-WKu*Vv?x^`5kHXJ6h-uWqmV{d2d}j*ea>8b2=% zUtV3kyE`m&-=zxQ!3E-|l!q}L1ta=TE@Bae5u?Qi#g8S2}a3Lb^gQb*{NlGL0j z$h!qYjc;k=)5|Gud}OBR3VzL5bMl_2^&w&a7UUz_9 z6fe%9Kx+ogE=XJm&S}y~$x;GCT>uIkf<^DUu8+MBT>z9NC^UqVE67iW4+y}8aI>gu z00T5e+^Qty8?ytM6VC)nmvmOBeu=#j5oYMW#0^2_HqwLPtn>ge!zt+|@=2uXqMXS` z0SzOVkDvv7FHie>3WQ@nlAX{<#>3R-k}TeA~PD4VvLd5wy?gX&#e|X zBiV@2;k92~=!Q4FV#%yY(T}vZjrf)u2 z)cUQ_pbuAAEF^}tVW3se_hAS^Jhj`(XG?J`aGMquhlbrYkqZY>p=37eOFVylJ~9W{ z-thYCx5*7%@(w@WKD)WPUSYOx7`je%nmzA7R@$J~&$%K(>&KpU`1a<3`TOs`e{{GH zCj0Hi5RnkL@G3I4*QLbS=hv&Zzuxpe+<4=)c*djK$2!bk)V9Qg zuVkb@f64`=geURyU*5rmQ{W}^U}AVoK2BMP@-UPC(Cxq67_W=FqY}l zyrpteZTXyeh6xFW_U>HG6lkv}wU{g}PiCRYz+KH!IJasPx_z9|G5tnrq0@TKYt2$g zJy$H4&5*yo1BT}hRv0LPiA5S3N;zo5n-T$hmiTUXQ*Hiq1_RCAucPISH~YuzXea&a z<#Qy0cgIObu2yd*tG!j|w|B;VaUuFs?&a6Z<;y#5{m0+`=YRdvu&fTA4ZAvv1rFZ2 z0qe+Aj=$b@7GKP>PeZ4ajin}w#=+6v?Weof&ptdm8cR<=Q2H&hd0<>=2hCX(skfb; zQSF!GVs`NHxHP*?e(#BHYOQdi$S~zviC@Ry5w~VtO+696c-c0pM!Vb0uCJ~A@f+b6 zoRSbyzW&LmIlsB;6g!(%OAbX5au?KsA|$1F48dv}HKVe#cB)*SIif26)N%3a>m=3> z!OZ*r`Uq`LDGVA?aU-lL(ilGWd;DOtd@^)eZVcX7`P&%{#Ym#@K;q&OFxClV`vCtL zmcGO*>4VrY5P`dgSk#blM`2xzW0ro{f3P=(?GhSZ2p}QG@j(`i^#p(i{6GK{pu|X= z4oVmO7h2u>>=5|cagGnI7%ByHFzmL76B!5@5szqyl$W)ElDL-|pfM93jBpCr7*kN5 zlQD}3!q7U=ZUJ7MkT9Yc@omU^kv#;T59K3)PUN%;8Y}9PEFl0_NcI^Dm`Ek@dEhU| zmV#WC@Rbj!HeG*yb9VK%QEZ4#kTyIeMReIB1=M&!XEH|iY923ojjaQ)0I}u^LmSKo zBd@!*n8~phYsuvRZtf7(o;5UC3O`8RS*wW$S+T3@N}h{$Y9S@l)`(Ymz3FBGqCGn^ zSxK~bwLt{|c#$XCvz*O^gB`Hihw-NZt3LmD`1FVK!R_6rpTGWmmG(TzPs7yT?(SZ_ zdwYiC#O0FA@hLN(yZlnUuC+6doP))OTiDDRYrp>f&)2`L1umBtli~o^pPg2(;I=eZ z$%bg-CFzfmEc68H+pa{~O=SzR&!5jpo4TI1;vs|}zf!$aH)>_QaO7<@Au=wn5{2B} zi*Zs^`UJu0RD{46drb1? z>;<5&W!)o0A=>ik$!xM9#tWQMDVvpIR5dcj>o=RBR5%nXpKHz#>vVgItG?f@mSb|t zU)=Gqcw=VmIO!AN(RU)QpdH}S=68ivz*rnfC9+(I!Z?&MbYL-11i=V|{@`_Cj6~@Q z#I-|%z9MIYN!Nwa5s}c?LZIp1_i7NmXv3sWN1*D#KM-m`#|}~$Z~#w#7YQaMA<-l} z27MB#Q8)~Yurbp6P+bAkCJGN_<%&SLf#a-@J;Fap1Plb&qN@U@5~2(Rc)toJj(Hq$ z1^MQInE~%ga0^f@1d;AYC9e~ET3PgG`Fez9Lzi|*MCR*Lw zqm%a&cPb}ElUc4EaU0p)q?L|kJ(ddZh_F%0O8c95O`?|=OB?}K;)bhwquez(DWzkj^YaaT-^ zLthw%Z7QFL6jMr+$?X+8*(`@w?z!b$C?fFjEh^CPYzJ|(&`XP&k|;QJ3oWKXt%}v< zw&D7Wl@l;eR1AqXP9*+3oAFR&^guq>?Fw|rB2mz24I5q_C3`LCQ zi++lahycEkZ7_m&$-V+RHGBj4q^`It4h(=+4m%|p9)>lt18~Cw0jo}cM2V2R1p;+( zCKD?I(msiZfs`n`lq8-ErHk6aV1`DEj|L?M$^t_ea4q2m$cBP|U3?W2T!<1O1tU;5 z3|jou?E-9sF1-rk56 z9I~>bw%U%Z$LhoUtnno3_gTOqJKVmfKx{s(o%AKFn~G+Ye;H8+KP-Dq|95ywILYyF z+&e|6YIu{r{_!X&2kK#!O|F+3xSXmt+D2QSBH6Y z+uPS4hg*>9(@ttTnk*Muj37*g2aC>lSjr4{G^YCcLa!E7-u-m9vn+}U$>gjUh@v}S zFq6(m9`kdmKkj_LzFAC0{`KqeFMr=lHifAD$;Qsp4cmJDU8k0Fr6RcOK!x)aT@{&h zFCAqP=Dxwu%I<0haj=Js#IXrF`F z61`SWCX5q00I;y|qIBU8#8~FXDvUz1K3XQ4C`1X+Fv8wIWa+47Lf-;4;CmV1C;e%G z=NiB>WW4u08sQs2L=cHDj1IWygV<>Rm0F+6qyy=X$)Su8L*0JF%wJW7Y)|_QLvqrmE-HRReOZwryD48#IEIV@4#vfBPnvJiP z?0O_6%!fb+vOsHeE)vtiR4Q5C9~m)K2{t?V!Cf;pIbPHTMtRoMizTOola{bzI}+RK z%4BeXoTKv9ns5@&NI~4N2@R=FsWZ6>ZJEHXe+- zg><7hthp`Gl*0Rj`LuXgYE>4kW?e5CsZ6icELHSrk&6$@gXZE+-?bBEo_kl$CRvOv zHevqhs)IY}xS-()RbQW1-(;07+Pz(#i<(O+E8Uvc&mt)lXGi*{Uds-Gor;u;&CxEe z-{$%7CwiXmTU^+9DISlxsFmHD66|@HyUXo7E^z6WeV$G>YF$-JU$M(xP|o4O3>8+# z%mu$!Q|WS~S1@;)aX8m28HTNy-#O#Fi?-xxDd@l>6~;wT@DUQ0s2bytFd~5gZ59Fw zocTo;1sy=amWCYzNkS(igZF+@761o^AG|*}h2T9zJ<5>g;Qk4rgn@yPvI}b1heaHe z*$_YywH6AFXbmu05!yCNjA=+=AjeCvyg=!ak_#X$=bqIi{1;FFYMQWOU?ND)0zd{T zmCynJyjc8V4Tsiw-*urG=TeM=|CT;khDBa`Bv0c(J0TwrNOoQtvu_k?zrGIGaw# z(@t@`2O43(4*Ktx2-UGBAqOj zRPe2%wrpfF<#xT28FGb+QIkVqf#W0|+suw){fPUoEx31+iCi9MC{tDBVCXR=7TPrG zdA(R44eI(uL7Q}rXe-kG&oX)eKCfieU{}+_iQ+WNm)X<9WyD?iXN}c z5`X8;AY2-U{el4@twa2pc>b3^gdeK|vk0)`_u3qmCtI--Z68{^&g4^U>N&h24tx*ZYRQ2N>&cEKp{k&sfaHx+RahLDw)!ntfJ zol-6muFvs*(g2M%yn41rWAGb}eoUPB=rAeJN7e-ICZaSOGc(vTt zQ}V#5j3%>T9V7oje>uNBczOQr^@oPs931rb&+opzQCu{`*3)@e*t=WRr>90@{&Ra1 z*OY9`F32UU_xbQ{^-}$5*`)NNY_1bC&+DDNzT$xkI{zjvZG6Rv>Ddm88yQ}2B0HOG zXlqt&uZAZ%Jf>lL@M)!&E%6fTOWaUzt4m{1(Y0MGZc6*@Ogvr9qhb%us?+Q6sp0P& zdVkTkqd=2XFsRZx$51W3rxa@tCl)e3joM(sa>LkmXpD0wF5;q%*W>ZnLOiaz5-$V^ ze}-Hf;zdAQC?63P@8>)a-a?N9{S8p8ABq~-CrR!MqzQlpkT;Np8NwOxYl4j(O&T6} zU<(8_py39HTbMyGG&wkoJTs(rxJ6tK1S?=$;)S9C zm;z`3Qx;GISuCL2;+=<6edxL{LlBYyFG)5P_%=Zn=(I=`bD?M;l=wHIz{$1y^aZ>o zP%*xModdN1&oE)o0IOZ0!cR@eF{+tru-6{wY3#gNaKzzqX4~W6^zfn;SRgynV?rqrbcoEu>EaKNO5`n>Qc3wP z+AOA088{ET39oxwcSrjQkA-DI_6M|8KAp%Ft8zV6N!N>aqtX(v+*$RU0+3n4xoqcoG6F0I=fJY8byXV&`$9 z9HGb|E=fGL!$AQXS}Y(it>L$cO$LmGP@dBw$O*8)$Rk7D6A=Tj0y1cEPJ+h4Uxej? zA10bbfDZIu@VX#-@ezc~B3&0e0lF!^4uuWk7w>Vg11tpm!B_(W&H@CJV)ghC6ODpp zAbY&;r+^OlHd(ikO)xI7-d|89Xb5r8Xtm&Vfl~YdycqdpGO?jEZYBlomBD5wgn}|8sSd=qirv3nLBWEUE#M7pjR6W6JAo5~V;RT_nhK2Kvd3bH?;wP6`*fXS!%#`w3s)c+$pDWPGG0SyJ^G>II zxOvlUP7u}SDvTSP8SAYJ0tR8F%)wIDt~T&tgvF3PpKR$pLaSh4lQ7KHtS|4CaH<2 zn6W}|!DQ`x>iXvWhfi}npD zEj5;@b~uEmNV3a5ukG!*6(J$ZsuWLD3YA>M63>>sDUM5JM1-mWUpq0wbF>JpR$n0Ew}E01JWAMV}>k z(Zn$Jlmpw5P9ohw?UJnpkO$H61`3@>s$ZaZmP$xIIvHYLG;Gf3XwqUhw^J0r zbtu>N-pV2szNxmuY7t5q_@WbrXr-mbqx4-nyR7A9uX&mSC7$NETD8}a8#aGARQP!o z);N!r^_VTWeinB%6O7w#S5nr<-bs1OXVrv?AZ>Zq=blJ1!N!EB6yrIy5DeU82N9Fa z6+&S?Jyq81yZLG=;OhT$dV7>*ZN(;+G_bPmcSh9nPIE4Ax;9J8aYcs%xU4sxT^!FI zsg`tm-W#60I6u2MTfI0?do>(=Fz1y*2baWXy;;=jne6ea*_YNg|CqOtOoLIv=i{Xi z?}~c^u_p5oZc$23Q1OT|JejQ)OwbXs>8)}%8;b0@9YGfQR>7l9P*;?=-AdaKQW0`K zefZ7VcU&!5)f@C98y;2mN4%k%hZP?~3mB1A*(kQybg3mI1=o%lF zV%ci9Ud=ITGEXD-+#~aOcQ+pL&+=}!*BOYpaG-M6Z*$qJc<4h5h5|t8V&?Kg0fwg~ z3p@*x8aBSDX8ap!1`1gWs84iKU|K+6KnOrxFQz*RPPIrp7K3Pv!y=gc00lDz5C&cX zPysr1%y$@za2yll6oru<^#^tU7a|~G@Wv3LMD|{URX~9g?lrQ5O$C-|ggt|N;omz5 zhT~`TUW6{Nb~)Q%;lvVm`GkH1|gT za}x^Lj7qSOHu|IX(9Gu3?Oy(2;NkM+GG8mVjA4J)$nMYb(V}nIzdoEihvDsPdAp~V zXJ4)dgPtL@iPW{;NaR~7(Kue+EKBbjr?y>Oya$(<1YOTc(5EoU+cPY_p_k=0goDLw zIZA=#aV7^{Lwy)rXYj}C-S&BR^F7L0wuPP~jLmJF!bJu)xX_G_*-}hCbZ>b!z1zv# zQTM0sY;{@n)u&f|} zfhfv}_6FY~ycqTm5Tm0|@pgbL$Ae7=24J!m#!mxrB$_ku3N~$wX_~^TRq!_Py;7H?b%f}h7-EU-sT)&Zs7qYcvLxNV#f#fnZlr7WV zQZNxzg9wDgt(E5Sw3=wBd7jn_$?49G=?|OAj!UFnR%>Y67M(kjWhmDx(?(g0Lxb^s z;K^|HbE=XX8RZnYS$la!a93f{o99|xBsfsMzXD2w(agstFk!AmB*G+#Ak;g+Yt~X&hB(E zu>g*pa~q!6LAUI%(MpO>=_)77M+fzYCMBX;n#cXVk`gj0E|FPm;S4DRRxXdjW#5Tp z!uLn~SZuw3b0NUxuw)`%aM6svng9EX!{(Y=C?FhB3f7kjn+?@36 z*0Py&I+O68INYNq^dy2PXz6G?m`Rw<*yH%TD$?0*qX*@AOrw)wRZwtnaN4XL&X{#x z=j?mo{LLTeq7>ex0<16O*md$f57(>oy4?Z5w_9H_e_Z=E|LSEyE*~g$eN^s8HW zRMP?%hq_s(5=tVH6|)YlTI1qP#2eQp-y@37>-Ia{4$m&D#-No!Qw3N>QL@Oi!}=gZ z00*NxLTe6I09svg z-473b;`SjE9dTXa3qA}X5`Y+_PEe>iCQ6mRWLynM6Cg0!B4F6&^7ph z8px{H3+YaM?W>^&HZkC|vb}6pK^n3m*17dm4{zawTj3rWCgx)n zZ(+hQ!c1SQS)P3SnJsR&&1^B3QQ`t8vOFtq9Nt|t(Rqt1qej}7-q?*>OQq~JqhvHE z@RA=HUJ(r5U}ZGtK3{&&W+IvKYFx_d^pKX91MCXO@hGU{Bm>u|`XlaPWJ#_}xO<*# z@AH-jvLoh3(U;+UYR;EDWE}ySlFcuV{7PL z?Hvv2YD4Z1%s`8$6EEXNW!4pE&$V=`p7&dQVdYl3X!+O-3@2(_ilzsPf=^t zAFDG=+F*R`)Rr5pC-PDgR4gpv_r-#o^?@s+vd63wJZ6A1@ixduuVot4yct+E>J;SB5a+Io;{fw?1-8xV1 z&K9kcc81FKn)RtJx2Up2g_1I-Af7P5=sLg6hSn>lJ?w!UAWFFKs3%a&Jqi6Xq?o5h z)`F8Zp*Y9~L4i-@({Io7&1Lrd0v6vN2G(3Z4Lgu$JRXkCV{90fMG8S9ZL?$cYBH4` z^}imijOBbH>XocHE%x^O@p31=ug_i{RX&}cpFCUK9%hX8yZvrvY$R&680|>woz7uH zZ)KX}i~6&*?MGe&%?F)$15*)E)M8P8T>2sBb_prSv%T4+S!l?1pT(CrFfv;m*KXio zy_5BLRq*}ifBECuH|u*1EN?dgTZ<2$K7D*M&GiG$0B09HmPcW#T5tM288w3YI!NT< zdRi{|+rU}OFkV~CT6zv;XdqNb$dW8_jM})8k@gIASzHXct#XlfQ6gQQ`nG|rfeF1X zM>LH#tN2M_#>m(OcNi&GFyNvKSxo>4=)6c81#AV?K!TYF7Xilv)P}$bgfN3NAr6gB z+^-Nu7(*F}(Zi>p2?s>Xbubj8K|}sXIt+de2jM9KE*8)L?GqwOtjrh(eD8$UMU4Sq zKyD6D0P!NaCo<4U02$HXLY@d&B*Y2;6954O=aSMTd@kX539U*5PY2NEKJsRTc_w=!a)ZBh0VBT93=SdK>1<gR?W&lx$!6Ve>*W#aPMd^tKcs74S4^p&1X-URxZs)8SK&^I1lp6A65{X2a>1z zVyGI7s6&@p4@u+sXfj<6mxrfK+?1>|N8?7Y<%k&S7sMW<|< zLuG3+ygr>bKX#4U!K+?j)Tn3cO*QD(^yd7sUT9{8X>+vPdTix*WL7$Zib`=2o=2Yw z2&>DdVY-UbBsSsi#(V)kuiK$b^#naO8vXghdZXX$!u)?Vac?<`MoFLQ-xtIA|NF}? z|8>(ax;Uk(mB!3BYmXn-`jdx2N?^lwuTtW%iczC~`TLI0VJU#!+F5tej7e!(W5JGv z#O5t6&}syiJ77ogW%Xp3N*Bs^#>ng3z{(ZXK*67j7)Eqm6ez$ev8kg2W3&QGOYUDo zdxLw`01)IVJHCR-CDR-j1I%VbP6l)ga}9?)20kQ0(+ggKgyZ1VKwN;Oz-z{Fz6U=G zWV8UMcyGWd1|b=MEGS|^szNJ+HcTW25Jh4+fpvffjTCVB-yR?j&bkqkbpSz3U?< z(SB#u)J!a*ITmq{G9k!#90X4rolewUs~TpVAIzFhDup0Us_xI1dyCbg2{2mEjm&xO zU_ZLqS&D0^ak8iKiF8rluVwVoRE{u~!n`BU<&%Ti@?!YoELSi6Y$RJa1Jr57{d6ML zUoLaSmJup9Zn_>iE-6k72mVMV7?eZ~$#d@D{)q8$WkiSja!2#p%mGWylh!CzE+zD$ zo(yHVtRaS3`RnENhc7=(aIY=2s|&s#CeN=X<3^>@%}0~W<8Vn+jdb^c!^S&3+pf?A zL_$l5z5F6kjWCD!eB}prxeUeyRn`(BEUfM4GFEPpWLD(dTXfpUm!G zV%WzBMB41X3z9$sz*EW(OiOg-5ntR5(7=Sf2-_!jsL)rT!NHp`gfqV+Et;r+2*H3n z2H*lPY7hotVMzlVBS@P3ILaNV=`{Ab*lwX#!QK+lEdK6j%$7Jfh&>pp6*>aaD?w)w zk~fMh9#k12Y6uM$0q*@b#KkvJ@Wd%WWMUY=BCe1FzX@`%66H%eE};`p7V!0e3MK+c zvR_8a21$lj1f_-$hWoAy;V$8T(Wvo{$EY~-6(#6-y5^^NoCl62sy0b2r1GX|rd(l8 zNuTLd}*l@Pz~b-VbC zCql`^41zeF%`?EmDw0$wZTU_ez>eg5(t-WBDbiXzqB1*Btk@&DgVR^zi-u9^V&73q zJbtvjv-YSqB0JbkXH_gZZppA9NrPzFRx1Mvb> z2$&(D9z$y-Gh7q`a^mShW+U;bp&>){jZW#|yd0o0=vJlh`#RO(4 zR4joCkU+xU0}2wY`M&D{(GvWCCQi69BF*(<(F-9tAg+^CE<`7MwPNeqgt$E z?8P$8{`?>kH+GrsFRza;Ok1-&L(+aymU&4Ouvm%fpwG?HR2lFN%5FZK=& z&Q_~~i{^nGLZ(vFXmzJG`>1DrQ!Hz_aw^dn$OrSpn~ztl@!(sf*It#b7ng_2<^J_a zrqcX;8{NyB$l*U#$stnFIL_P!FAW!ski)>U?6-9_!fOL}? z!~dNMXI>(aF~-6s7OWsoJv+8-3F(4}40AZ0V8s62bzus2125p=4+S}e%@OEbEEqV% zoFZibu1y4Kq0T{M;kgfe0@iH^G6%N{l?VlxOQQL)XhTFKxrt3~0K!K}HfhiypbsO5 z42M?|y1eR>5Sd`*@ z*qE2(>!5TIb4L7=q``tu!z;l_PfR^XB0&Y?6QHF;R37@fA9x+K9P%9yh7%0v`sT18 zKW_AX8Lc(mPQsC1)z9W<{)%Q8vct)+iqDCF_dqlurrK))w&b+ripFA2g;g>X&9y2x zduMbj%IJ8rQ8)UNaymVm`9b;IyZ#RPtDP=4}C?I3DHA zJd>%$t`>AM0$Pd_9*n-Vwf05bB zo=m)Ys?)9JTdfuKthIQv>Km*TVW6G;_S=(Z{pSaVpXO$X?B{u}%|_eP}<(jttmQimSQdU;p=~Xy;{u@W&yF63b_Uqi6@gB z=&0CcNY4tAeIv8%P1N<6tcXB7suD2|lmMKdsv`LP8J!nvj1voHT$QOZh7qvhak;Y< z;s?(U%*Foo{-B+(ZCD9*z=IzAE$BnAyXd`vK%7i$@Lr(7VsRTFYcAjfJmt}tp@>}zJj^En$PiW6z& zdi@7P%PyHN65Mz4I~=w`IPs#EZ0c{HaNYt zRt7wthsCk8bfL7d=0z4EED)4mbb8&k>%cmdV3_K}#FTA}mTw+Lqf#Uhm02{L7-)&p z`2&BCUR&Y60t##r3+3x(F>icvZ2nC8p0EpyVAqHKn7dh+}^J4+cojF{za zd)_fdhc8c;-POSg+fE4Jl)W{xh+EJy)PSw!k=dM|CV*B0l0|4DRqEs4e_O2` z*7f08)t5WGx;`16e);Y5$u_$ zvs$!so{!{UkJh4)f+PZTF@tGZiiEv6KHbPaiCSF#YIm=b$rOr$5{mA#0<6a>N{QOeN}A+aM2?ufx>0h9r@ zH^9ZPf%EciOoD_B!z&O$4r-tBAq>KUUWuQO-0&ffbz(~c*p1q;oJA26@CsrVuos`> zfnyjgn=B+i^TJ~ZIwC^23Hi~E%uvEh^fz=#g!DuiI_-J%jlrG_e$uffU zUCB(`>tl)>s^?_Q*(fH9x;)uA{Lrq<0X3rn5cggmX0$i z!%sUH&4bpR;SyVd-Y7RZSt+%w;}ZJG9}9k`-6M=LG1ez$v++eHoqV8%Y3$lu zEOZI*HAnip_EsPq%Ll|Azj#GGpNHnSO()0HNRmq-Q}f9`+G`H{u`y6R`lDE#2FlCP zJnVMhI<(s4gnDsSS!AyA8~mic8xGla!B)8P`9w0Sw^LaRL*r6!|M`n+crnjkt1GD^ z{_Rsdo6eN=K^oaHDXr8!YJOfF8(Dt#pUZ4Q3OlefkL6<#kr5+tRd9B$s)8reyjn$y z#(xjFtX@KB`>5s#@=%vCI2|A%?wSe7dr@k$FgFU5i9YpiU*BDQc~%&o{o~J{{_FMO zZ8K4(Jmw5MNv?v$={JKrUBO|Kgr3v-!;FYacW<;FWeXz#QkIkTWUR554J6$TR-h~O zVmcDY>WP3WDncEjmg=U|G&>h_1Q^2d8>ZI&!|{!;e_e5H$52<8mhR1GK&nx=%FsA5 zOF`-Yh8KDTRBRR0aWDiWiofe6JP{Bd$2sX<&_Ji9WU<{Zj>YBJKC@j$M z$YwB-0qSB|2hxCcBN!SW72Ok)+x`56CpxjPJJF)a=@ZOaWb^BRkCbHRV`m2G8NL&M z0jmX!U4+^qo*(>&$Q|$&z|!GfL{2y~TzWwNMw~if#E4A|dIfZ6^1=i!09;`3!;%Ea zAA9IIkE*Yh4l7oBvHhj|Xn4W_<%(<+2WKO4HfI$Ryl>vC?P%fGD(iK4cW^bBONNoB zkZV?s$BW7FG-%7hyL!;iXTMLzTf>cPgeG2 zbOu5Qsu1;7b?LWs3uJkWVnbqFK05dN~r)%Vk?trfD3!t_;nC^B>M`PT$U8!7LazzlHQcyi!&2+t;eE;L5?jC2P=XyK{r2_tZ%1o?v|H;}L*0obOd*=pwcc#H+#B}-iPpw{9hwvq zM?z{uj0!Rp^`x#Y)>?ywj*KAu9SU=Jd0G58Iu(*bKtf>QhDhEh zj#9-bT)4!kU~-EMv>0$Wp8tqtz?OkQjRG_ii!tUcoE~FgpahYCUWqI)R2)Djl=Z%t z15Fna9q7mIZE5(m1S7~V#fK0%E}pSLAYMW;pi;?FjMO!@Y8c=M0>*v;PfQ|EAXLTu z7C1<|eg|ipS@Q zJ-=EUO(!OkY_2RrgE_a%pR{idB+3OBcO4}?*v2Dnu zt+EHl^EjE6i+nBVgH3aunTt}?=M@R zkKTvf;iK+nH3-D8U;~v;zynY#xjKcS1X%Wx%O@av$$|q77fl_8Xmb~Z%p&{`d6I8*M!Lk%Y^K(1&IT{QwFq5s-O5Kz?XTzm7(VnsW~h>ZVZO#fWQm)ItJuLb50NqB;gS)nRq5i z+a+Iz9thzJ*rSl$@BQQdUe^d#fqVr1)KSb3pkcNH8b?t=tU-Kes8v$*cu(3PG9zdr z2n2x|b`i-srbBn}r$f2S(+Li}*z0AZa21wSCx?433uE1D4&fE?`9)78EcpvnkINNh z97f+nAnAw;JTG^HK{=VuwobPKRq2oF;igDC+BKUx`(b|EY2<62t8RL~>9A3$*wb{~ znL2;0nVayiDMJZ8XrT#o1kkTyExEn zq=Tb~1NtCX*EAa&(K30+U`2*WltOZhjf55pVP|k4G3ipG*sLdcdtnyYDXwf9kb z&aSyWUew=Qwp#6(u|I27YGIqMBp^IbDKUD$2KfWiR#rv-Ex;YUJtq_)W76%MykOLqZ^-p&PoP8yZ0bK@hwV zyzs&cF9dG{K@cgB5)qN2D5Rv2qNtLhC<-a05Jg1_#Xq!v8tukz+H{gmcalyglgZ3v z&SZ9H&z?PV&Yp92_dCDm)B8&@Njlw~-6XGXz3=lrf9OXefK~tg@7Hk)Ze!Tkj%UsC zvLr8G+W9SWFEJYByLI}-rQK@uY#rE8$SAgZbNlVP+34_MuB%Hi<8`}(_vV6+PDQyw zAf&aP%%2&eGsFtM9sQNDM=f4dc2l*QSE>ogs53D+TawNLsd=J{gXH~6BW7K~Eg5)$S0B12zWr48PCZTxaqy1#WduHWASkBe}_ zVYU=Ps4Dz8F>r=S?jKIII51@Rb663_LOfj7B3F z3==>YNV|n`0~|!K^ZC=x9HJ@Fts&+iqb`0GWJnl;-X);~@z6q?6UvIfx1`CE@+FuU zdE!HB2@A(0W?O*HC`ptq8ZWS7QvcZGfT_V+4=tN$GreJCx1yL)$q+?gXuw=creK&O zq2(eFnYcNTA`Tjz{G1bZguI$J(xq%POXbs9CKk_8i@D3)9KocPr>Sx(>v!q1_(9E@ zj87ZS8z+tN`c=YI_d>?7v01c?@Wp;YvV0zUcUsKVsDxt|R4aY!{Q^b_p0LBc?P^F- zE)=kQ!gjs#7uNI7539xuj^jt3cqd5FWatOH^N4~6n zm9o#{okIR*8kX8!)v=e{dmP^@7qee2erRU$oKQ&kJfX<;mS@xdwR=D2i90+oYI`$Q zC~iK626Ow%csc3t2P#0mruI?Y!myPG7ZZcEwR<_4Mkgq=x42riq7-Ha0T9{&xG1-~RdA|NHxIYv()IwV*OE zm!i0W&C;fRYNmK=IfwK$&z;S!Bk z4}%YH@4bT#{`knw`Mu6m^mgoLt)1w`qvG4u zs+kXkT&|ca)LRsi6UH{}Ref4_GrHfK#Q^PtGX?dBO4;CjfxWd5Y}S}!^6S0;@hEd)sx;g3ytk*PBW)W8I`|#xSG?{+=^zcF-ANTVMtD?$ARirv% z)%+n_UyLr$pbfPwvYEVu-IBMoi|-X<)G&?i)V5WpE9{A~>snQB4%)Rg2s;X|S#s4< z47*|RZKKO+db7l`Wy7cfY#Y`ZomuNh=?&|$F`e6ottOC+?BZ^}3z=;s;!!#ZYOd^!>$UW@wp+dme+{`2oB-rxSZ@t-d?Xf!!o4L~vg4n~Gt zz*p#Sz{*I%D(VSxU|fT}X`sKvDFpBWz(``_kGvn)I3&T_1?&LQ19~t@7ZWfcorASY zE*qE^h_DT`V60de9mu=@92SZpG-WjcqK0Y1W{V^*mmRlD2L46UkIMzb|!i<4nfElUQ%U+dLIcz4IASXSL?)-_n1bOxF4 z$8RJ9Zjm*Z?^$g{6q62P@$|*vi^XuzvD#5~&{A2Zu7&lnR57iFQSXfUq5h4PDv7JB z{fxTWS^W0fKbo^&|F`&Wf4eK)zc_o}Y`nh@Z6)kJFfZIa=m`XXZ=}S?Mh}P?z*P&12|RXCWCS+DVFEoC#B@{{fxYes<{<9EryMg1S+0nu0*aN88NmL+=5|MQ zK$*f`0W&jd6+{NyfpK@hW(IB}_CB~a5zsg61};YEzoaJvA;TlqHfpJCDidUJPGOlO zPzp%k#dvNoFKX?T?4@J`AhJwI5JtJszB5R>_jVT*ZpbI3PIB8TbCpN2c)myF6tm#Y z=y5#s3-;_havjlX7o!H0mkECQOt(hw6NZ|r>jqzt_=>7miZZ8a#WdVZ8(2d$UC^!C zczwEPv<#tnXqa`m$2g5XkRXdLH~3m>(va(Qz1u&m$jS(Ly;ap*u1<}vHf(oG28U`; zYjC+$L6Qz-EYw#wL*EF5spxU5!i+0s$HH`A@T(4`D zqijjh^@di`x(45@*YEG_I$RCARH+MkYiw5shd1k6y}s_l1&9S9$1LI^Lsb`x>z)RR zLm}dGjS^-dM)@9ln+EJ7CrZYeDa-@w7!Rya_Y5ei?-=9e5@1Fnmmw%$~{&rmc z@%9f17krdaWZ2UZ#BLc?i*7~+Qc!r~9^9ab>=C>MSUABg50MMW7<_dxDIoTb47;E} z5-R1tDi?bjGJ){1WW+!hkN7hPg+$qdhZgeyeIq*>?#7;kizHX#RzW5OjMb#g5}yTd z5df&6*Q3u8^IVJ#zej5Xs?{pxDvarxjh3XrExcj&tFTHg*IIIg zEyLi-qTTsXsYq@aD$8cIk{By$mIm^cQB2k}wJbBDHE8VK_alnW8W{HGzPs46Tf>2c zuT9ljh+Tc&vCWp%#e-UFnT!Tzt~IE(t42rtu1|@gtc%6GRIKn1i-s?juEIC2pcE*e z^sMaj@>0(RBM_x zVqZ8`Rb#SIkr1$B*IE|LajxcPC(GIKBG-gXshZ-Yx!BN6+pjN{R$|BZz!5ntx6gmL zy`B7Yy|9k2uTScb*}IJrC1}b>swKnDl(0BfC>F=dEm0ceE!}%ic)-ps)^D#aUawx9 zGr=zRwNl-8Wy%5GzZDt$`b+I&?|;yI|KC6U-)}$Mi~o5Ty$8d7+-Y%QB~TWSFcfa= zu66-5U~IUX7YMcmjRT&=Fw{&$Gtms<1EE?0Q5ThqqZ;BUNY4de=F8*UMyS4U3_+g; zqXt&KK7tv;(1@JU2+%;pmiW<)bW4)SM~-PY?2>pjR2VvBfV@G56+8++|0Odj<_6M= zQN2V9jOmxSIlzJ8PN4|}8n!wR$O!6i*L8u+5K%DHKPX+)D(mV$$V}a|dgx@HK>t#2)Snm0P zMtB!nfvY%PF@w0KTbV-9AKFQ@OM{!2?FSLJ_rq1K^z_}!KRxeFk87I5F(7amG_Rf2 zew5!cpyg%F}buuz$DtF-V{%M+i@GskZ)u3w%* zV%&n!+I0H*dV1cSf7{KBfcKgyZZVeo@R?egZ|$0(abBTqR9~L`{KF^n&wsX=_3P2g znXzh@k=sR;AiA)?5c7$xn~FP=3kT>{Q)Y_m7uO%!&%gcfZ~uLRP{JSItrizX$n1XY z3-VD*M9`G<^7`oG58nbA!xzuSpTFHW1BwqU48@9F4fq%o6A^D7Ws(A)7JL*^&3Kka zk=6(6Cn(&5NcX`FjiPao0PCEDxd%ZXivlYn&LWtDkwFEn1li~CiXgR$Y60p1$~EjB zNk=ELG%|D&|0NuQ@fb%;6&fiTEwLgclp4}tG1QVdn5~x_~G(H6vdSR9+7)Hk2cFzGC1(sLzvzTtx~bf>5RyyIIh$TAF>E=c@jC;+WGpC zlWsontt&>!$S%2ND^qy^OZ=FA2agw2| zg)9!zaLnOHeJl+0I6MCIK}Z(E89A0!u9v;DlbGP#l=3+)lP+62TRSptJ~T?ks9nJm zfJY>6&>c~xt97?hIfA8PVEe@Y^KZx>r*vt+1|J&!2d6XlhtYW^JY7V8GZL-b+`R1yTR_miw~nLN&=8Ba4;B*dWno3T^36d7Bir<@UuYy2|csu zk>ddmV1x`smNFy;lb##PVAX&~2yeiLEC#1MKyAT{6JsxUz@R(c!MA9L38F#sr3ep< z2++vW9Pc9N77{CygusB;3kvk^27yw;7=cnIMkB;6=U;?JjIh|Y;A;a?0+ugG+li|r z>K0ctvX0@Ws9kh#Z#afK9qtiCXMA^ivQSVTxl1|F0ZX!kv}T*qu4*w$HaxRV z%@7rO+wV_A4}7ziWlk;?s@uq%bHivcjpzp&%UilM5+l*meV419h@{J@2;ZE|GgY(r zWP5`)w)fm>DDw42q?dk_a0c1Z-c!@NZgN(d&SvR+&Ko=WzU$kV2+o7ti96aoJszzF z&dhQ;;nqJ`-~K%=hpk0?YkP<7=V)_c0OdEDCBOS*k&wjx%C)jWY3nLD86T)DOW{!MR!)*c@u^ZBAvpH@-fjn_Aw9t7&*)S9Tf zIH$$-A@N;~x#|%dnTy+RBUB(4%K-?J`=-}j$~)CTWcBQuS3h@oyIV>>A2HoV|Lg_k zrLM9bWw5?QoS`7osPqrHzdpX$zj*Fs!Ku9$L+(oTuRr&e;}5O(Px%oYK3;^7U$0Txc=xlP7jcYuldSt{iFsy1!o z)Wo{85c-gt8bGl$$T(m?KrxX+x-$vABw;Ghw570I!`CA%i#W!@c^SR#sngs z#4CZc0l%G_4*fkah73X zFT3#^eVE>hJ9F^2o=rqWtJryGyudkN73QQJ2>b@ED`#-Y$OwK@4H#l4pr?+NH4Y!> zrXJq3+oEq0-rLwZTueLJT@Ra+7ZK^)&sY&)$Jsmphx5#jU%c{y< z`_S+l!0g_g&fG3}zcI+ivpoNjb%C-C;Srq~9eVam!L2pq!^P>xZ!b3Z&u@SDk3+Rn zZ{5B!RoF(^lhWDMWaohMh7Qf#gY&npjiZl?K)NGxuAjc%_?`8ackJrZ^Yw?bib%8V zDafQ?Ur1uwk6>o&ndEXrxD~JzXMXW_eHs7q_<3k6{?N~@U*7lcXJ7vP>=Ece+ny3= zo#kX}^yM^SZnz#$8=pJ-o8-0xnl||40ZfPR3cVvcVs-$QgwYm8wE(Kz!Og1Xd=e;V zj>lQHI>UwhLzZcEai7aMndF}JXsNu{3^?op_2Q!0k_M^mHP=;#=O0I1 zc_LQY!=dDM0AzQ^=w}~2JB2ytNf+%)YZnB-0-#PQbL;f3^pH`Po5SOGA6KzI{`l$B zA7it&w0`@EY8_T}OXkH?ITXo99B&Z%+DO#f!*8D3r_Zvb%%_4@m4Cf3jQ5k5-wzEo zo!6(ubh5(R!wTp1R1Ua{v1>nrgP{%;wI#K8gZqkW(}}ZYBuk+)C89>h1!FvqBT|$L zhN9(nwv@>>T$g@#{o}?CVF)@7;MNsz02FoJVNK|~Nv{{4i74lU521L;P-XIULs@O}mR|N40{dOHf^)U|`q+Mu>xEOLjJpA5pnzx_9UpfeL_s0fQjR8pc*K zHh>ux0sw{)nUpU+`0k^j_rd27c@Iqg@q3~(lfebK5;3E}=j`dsqgVGaD3FTr>4uXXQUGV2TQFm+~ zszWWmFyG#AOGaE&H~z87l%eL=;uPzkNNsxRQFx!KQs#`hD}$ zoAu@4#Qo~L*Sd1{-hV!|o2}K*co5_o3FmgC)|3D`RR?B&RL&~M;ce#^>*4hb9>6Wt zK+NkwE#>jR z{Z(dRV#vU#3u#Y=xG>NtT}b(%d`InKU_iE73cPyI(*e5SvH|c7BLjLmB**Z8@*%Mj zeHEEI=U7)zpqM(GlzI=L{Cu1jham>9+vattPZr$qe&zL*Cc7PU=eX=IeW8)k9T zAf*ia>+TCa6(;4YTS?XZ^0Z1O}kSJ7nzW!6s7cj(Y1R}&nigy z42ZNpTx{DH%d%bNP7*5#+6#EMfz%Hzi3^rh{hgA>;qz48m1H`F0}7}frHU#Be@Vp_ z@3Ej$(N~kiy5@H38CWK>S6BV|ktL<6yvLI@tuFTa`ONs*v-s2AM(@+xH@8z?^ryFL z?Zel-kN^u$SqKDEE;>-4Fa%S8l=W zj+YBUDc}}Fo#zXwom6^ne|ta4B;8wXze2;kGQo#&%U^Y>CpXLEQI4r3-#Q3=0Vo5; zTEJr%8W3R>ij%7v?4cq40rwHJM*zwelpo9=@$|>+OssbCBRU{1%2>uo(;~l=> z1MLAnBX8Zk%S#kMMCF4%9M!MK(`@m&^?pC`NC;BZf;(5l=o5s2dCb!G3Ob+XjdBCm zVnaU6^?EMD;ETsMX##7wgda^{m2|J}zr{%9y=5M0Q$Ht_mP13he|X!=krdp>6z8{!Nf_E){Cu$d`Cjm;1P{v zWIPvPB?5y{YM1f*bg&!I&Y=mBb=^6tHS*L*TlCuN4 zCNw>FcLi*Ycf>Q&YVj>d;(-uqf>8(B9$21(agI;L7aYp|Rk{RTfW8McOTJ;G#=aQv z!ml4cC)2O-dTNW^-pGu`H!Inc6^^A#OpI1cImzHo7SGZOt*NWEDsc@%JZz{V+QCDS zD|;LHaxGo2s$FCWbBko9Qg3sI8QYNS(<%_B9Hp!KKJm@O{d+349m&UP?e2KirP7@0 z1^Ww@b`W)$ebI(fh|{a49=80h1F8^SG%)G7_tMRk5w3#w9d)?xX`1(;E1_HM^JlB| zv9^41mTO9L+eluREv?hCO}2@MlNHW%c}mWD-d(;v?`ev{go+16hfi~i+E1G}zjmi0 z;wsWQ{D6(tWx8p1KXrR*-BOLlugg{P~c?n48@g%r`V4fs2^ z`f}AA%(#8y{l`E4crv*#a_R8<+TmGCFMD^Q+=2F8V(?V!J2&n<`NQLU&#XYO!3-@! z?^FL_L!u^(k4h!0Sm0^K1!Z!v-{A_$gJ`f=$Jmp|^z*8qh3YbaCQrm-SkRS17!j=j zX0%9tu@l+yMq46Z$YvG0=n%@P9Lk9mSf7^JQr&3S#$?7?Dr(bdwDp7#tm$?U%ze6a zX+;a>WR-ljI?H|WJGXH>wmY%Tv)x!a4NxqeNhAYVLO3U0c_dAZBcR_Nv-%~j7>#>99)~zQco>N475mxq!D_KwjSWtf-t{}q z^S*_&2K%IgPQ6<9f~toTQG9PMuS}t;dO$p-yb&pH+GltWXrp;DSx$%wLecg44~atC z`0h-x8a?#D3&Z2Q>lNw5&6Btl%qjt2VsYFxv7^wTTrw9|7L+eCo+YfS?)gfpc4zMf z1^Jnl%SGSUR$bk!wkor>to8=>yj9(-4oX`grCq6rdC}}HP8WUQI|xAYoZZhTeXhjk z^SE)*Ws8^c90Zr5c{pVFd6kZe6}MT`aoI7EabFa0AkOErRH=VLXC4I{iT%>NtiTrP zNOiLH8rrKMFAFuZI{ZSXRYb8Sk$vV*% zcj%k3z0~7Tm^|coE|roZ$fSy#|Lyxu;NsUG zJGI-xd-3&)U92Jy2B&Gf#xd#!a!KsZ#M>M50V+XE_n;IU_Brh28D7ZI($PSiE zDB+}VB_lusSi8gFx6Sjb@WNG1#X3La?~Q;F9C8ZX?|Nf$+J5(JER zloR@x4^SEKU})7mP)iW34CV`DStCaYKpE)a7n#WP0PxjJ=;-^ zMg+}(*+@bO_+b)4U)5kcCVvT3+4gCjlP5luUpt*-W}4AC>o$bx|)L3zg%OT1A`4 z#rDbd;yc^ORqWQq7fB_ZjO$e{YiXf?T$U<%W18Q?T`cMt~9iQ_QIg^h#y3(qo;cA*ynw-H9>I0=KU9>4%WdM*(M zr=4jS-C?%^F##ooc6jG$L%elyoW3JGlF|jNKw4-#;>LJPq?BOidO<43MRewVsRz%&wf4SgGE43LP*I{tb(^C9Ce?fbPD?b3?Auf3IS zyRKK98xOaLKWkyb{`H@~-b|_~>*V2Lr){`1UoG=iX5Sy2_A#61ye^@v*{)|h=eb}7 z%2h#SY0BsR`f-TgbQ!rXg>+{yYZSu85`WvTWL*2+uTPY5s~s*0Or~Uxo3TGNBZ% z78lo@ygEBsFYvd&o$}X>oIB)v{Ft9zy4i7EXP|ZwkXL4lgWYUQ%L2hTybcgY4^856?Ml7CD45j7py0f z+G{OZIXq2LDYX^6Z?1FqnUTF4i}lv4`~CxYJdJ#rs$rBLbW4(znZM~hv(^K{yS{99 zMX$bmOs7F&NTq{Zr~um^f-~SGoJk@^5Tu7pAWueJn2v$@2*po;f>1C6vJJ!*kZFRH zM&MmQV^I>K25yfJSOO+foIeOH0Xnm|8&od{C5WQ z$wudso0|_guBE|N&0PrX*5Z}+8BQ4UU^;BoL|#>>q|{h+T$=ICYt}e~OS3VwgZn_u zy{Y~1ugQ4nAPjCnnqIxffGl%(97OUt{X_HdVpKXvGx20?R?323b$_3e>f*xcCodi3+3TRm^7++!sPyidfgQzFA8Rs9IV zt}C3aTgAA;1+TDJS}{_kd<8s@XwHziqEgNj#P*H&RS?4Q#BLZ`UIk`A&V4%OQX9hk zOe*2_raQY^x&@*$Pwl!~Omj^oJfhVJ`3p$sGz_!ZwFj#U&1{@@MkgoFV`k>z=hjvl z`xw0DptCOoGmr-o7Fjxsu8TID1ced<3``*-DQMwQq_BhvCEZ8?!fA^lR2#HXva1p5 z7e?Kb1DqNVAIRYhFaddk_~%9(xFrx#CFThj@Z+c0hw+=a+{AMTR2>3!p^2kq115t5 z1Ntnk4xrxLl__}xm^)Bid_iMJIit6eyF{h?u-jEdzmMW0yTK@eqj!IL!W!~SwDL&x zTWah;2|w98ecxf?<^DV8P*1Leed6iE4W7_!W{_+aGsvM(8mS`V>+p{_h(yI^-f%=7 z6y7SuPqR=zrMG5wJ5k}ZG6OIsYP|UQr$uLYIE!P&a8tEGDV@RPl?bn~;zHOb?jg@U zbPzw6%PIy`f2Qh1IB~PH9)A@>N=m)XfTSyMW&cd_j_?w*dR0ioyMsC778B`O_tTsA zTyR!IZZgey^Kdg89}hUubq@# zOsJIR0y)p*c7}vCDIZUyQ!!ZkJUOgY6X{YQVowH|C}oP)Nk!I9dncb{d3ADH;2pf$ zJjNE;fh3kmi9IL}6h2cq85!-@Xx>e>#CEa;#2(}dLN?8-ORIbk2$VC&bPboU zkd{xdY2;M!TmwegDkt(XFICEivs^%{OB6D@PPd%7!ot1hFL7Ef;iobO6i%&Lh(`KG z$_XJa=#Iwe9GvOiWN05AA1>^p-h8%F1}!Aq9(RWQwP!c%p#OU_3~wXSb}97SWFnjk zrxLJmB9)s+g@}X=ga|x|yi_2K{~)Hs2?D+j=*YpeCkx|7kb=oC5>%HcFOv?O*npeC z84oKJ9{r?J!2lvRUwp%`3;QOb_aX2YoU#J2aKH)h&R_ve7Do><0i#$!V<(2Ds8noe zcoTR9sa$+85H{G5;ZhL@soJ(KN|t5R4#NipG1i^>o41WCHSzG8||q&R|zD`l$$D9*}99_crne_ZmO^` zY)>aGI*n=54Caav@A#KLe_R}nmV-zX0(8CFuBBM`nfPFjL%4MDNFfaiR)2EmMzAul zA>UORi5Q)3o=sO@1U;#Iv`1N{W%T=oy?%XldiCt`+4IX+@4vmAdedx7m+T+kU8;{4 zJiBLVX?Ux;rQz&wIx0tVlxAcKCR+`qGB?#iqW1dz2!SPCU2QKPW210I{4QC8i*r(C z@}X#2di^1@DD$~ktbmtQtrN}Hy5Vdo(2Dsz{RA9Wh4^;UDKO|C3*4dq}z$xmauQI)e`@KAB5rF5~#P0d+TJa<5K8qk=Wd9-siqa*QZImfST4KnI zeGWB@pWLY~(R!n9!jw?0oL1ASoMyG2IHho8-8=mJbC0jJv+?wPy7ryl3<{zvY;+2e zMJsl5C*WL_lj}#*XoZe4F}1FgkjuDTFBUgTGq?Ca9qdQqjL6o-Jo7FUf<{PIi~$a? zX$d4e&m*_{zVGt&xRVeIRwmzCFZzc)yP5*EE$K*lW6l&XkR+`6@qg15cq5C^u$g$6 zj|(R_S3SMxZ@Zm{!5Ij0-RdC)ZFqA1>gMM9`ugSN$Mvf>nH=ITjooJ-KirOUSta68 z2Kj*S!=p~~*q%0%G)0xGf?^;mHktUw)ROAipZkE78-~(9KEVEfSuPm-_=&^mh)(+t zJna0{R6Ep?Fq2AT1H!1392h~O0k;k%-;jG5iLetvv3KVB@mtCi%T%c3@Ij*AFhx%s!9AcfepL?jn30>~w22~co| zao(L)B1$915{W=q(nw?_rd~KOz#<5IG(7s@8%a=I9ButXM1kNRau&ux82WZpEAD*c zl130-GU^iDFNO=u#vrI;x`+e;4igj%Bf%YvfMYM-Ni@KuQt!S4vH*%E&cZlF;KhQW z7?fS&9fDU4E*Ov}S8TdctL1{8n04T$o`^Tc>yPC)Kkmpf<#GC(QZ|s|V^6TNS%-WD zW?-QxXR^aDjM}~hYEEsIEbiwix0Ky;q!D~56xLsN(X-r<8m+IYtet-l3v_$d*z9#5 z{OGDU<)6vP;$QQES*d0+0dn_#a6fPGF?(mBmwZ)45FXJ;C z+j%h*=e^L0I19Fxw3VeOv8SUSUtg{9<^07_d3fqAxx=xYN6Q~CZa3_%m<|>j5qInC zvDrJXTGhA`Pc>>%MUf>c#P*gIl`Z_TtgxMW4JKv2eSgeB0LUMI;sfz)ob|hLbi00v zv9eSS6@rW_g$(Y zOY{$~{(zKrz4hwm(&NbY1xsuixq`-)mXb58%H^^Uo#W9Jg$miNFB3sLm5 z=f~5<=(u+{I9owscQ`#aQX!_5%1g0K#_fI6@CKl-Pe&OX(XxRw1*s1SMge6djYJJx z(-5NOr+pw&qH0q_p@73Masci~VL=MF2I5+RM?49d1Q3gP0SE$#A_jm)SdQe`js_cb zqQhdK0cb$hH{8*1UBK4mh7jWJgh7Z3AWVY5fO&~zyWaIzbXhVl;6{wEq%Ge8zNlb= zuer%x&SzTpM4Rs+hOy4%z5b`SLrsf0YYQPLA}9>J$P8VmMgy{1n+_?Pi?-?sPOh8o zeA#WLE2-Whd=#?dj+(L^&%2UFt+)y|8Kbb9vAL$nss_Uqb0cf^VSU{H+P2yQyMJx> zrdJiUQdweY?edFrYSfsp8V%#FpNJ`5;T((zJog{&Spq#2azEG(hYLk2?qzG zE_B2xV)YmSvI{RW47=#3c&Wgx6rx_N`e-JoC~}F!FQYLM!UKVBNzfm*G?X7&Z4~)D z_&jnvzFW&MokhtQK&}v&8E}-q0)~=Ck45ET_(gMtq50h~LC(GyrO{SUxcDfz_TohB z_h_T=NVT4i<||8OBh~j4uWBDK=R(NK`%;e>M_6Knnp`wtsoXUCp`=yyAWebGF?_Bh zS8Ar3u-Qf_VKlNeK`t4Ft|vk)#=YvIiYOAn=35{MNc`x-h1I{kx;p>yn;T<3y8iI( zH=h?@Zb+X_U(QZ=JCSrlXbnaNUXHNIP9V)H&1Q=g*%wVRK}Uj*xd5BUi{LkEiDu#p zuP)X2YR#A$3FUh6^zzy9)857PG|_3_5)RL+7uTAtSG0o$wU>~lL1SXV>!ir%sHhSv zXL4{`&eyns_API_~fpKfvsvpD88G-$3r$v6>_nt(4auZ z51VcucVvi6kEx7?EjB&BIelX*f)>%Nk<}FR^*ucfpmTHmybVQU5E$l zu0#7=@Obp5rdOdPbhL4nf7!j>$w#tDLRdjI4NwYPfkDPW>86560L1MVYG8Z; zHkJgbFdC)-SLIwdt^pFmHzK?UhbdPSNG?hW02roPbWLnjs921-5+`j=(9vQfgiE!k?RHK1#md=wil2Z?nNZr$L~o3vB10i zUhP9|s7To~WE^lw$+ZGs$wr~oiKbJTDEGLO*~usRCR>s9ifWjp$AL`w0qw~tE!$%+EspCopouB0=cJ9Q<}eAF2&q(RXKbLe|XoU{1|i(?bt zEDDVbaHWuRQmsoSeK=cKLj3C8cb~d!WAT-xB<@GIJzt;J%>L5itk(Lc58v7PrR%qU z{#WNu%b9h(?mis^k}}_dF_Vza#%Mn^tkehfJOmI~xl*465(T!L)OewAzyDwV_h0|> zx4-@Urww{%GyA8lV4zklgUsS~Iy^Z;9XS%A5({UGt51|`?@3t|ug}xF=F8PDc-bd} z4BzT4W*wuy7#}X?^TWl{y<}_=&%z`RM~;W%SGmntE|rZ%6NNYvO=eOA(!IM&z%vJ4 z4FT|W!5&8iqe_!7%?E)U9@FqM2iye+7t0r+CIkX0CmxgmtX%j9f;>}Bm+vm#-~4I3aZ5T*9--436 zZ6F*f2CkMpsTy<6zUt`F+6fM`PtVrN)7z&z`Jg1-e)w*6`MuHV0u>Mtkg`-$V|{QF z|NYk1gZr9})nAeeezCtWtU$`N>RiPti8U*>9dk!K$zVl`#dwN3h!j9yO)~Avi}XUK zf{dT>(G6NSmKn3omfAvsDjSRJv87VC-+o@{a%KOCISqZav$wmkQ0urau3uN2j~{;Z zRiOkmeQP{kELzL;(P$k2FRfMyhgb|S<#0Yy!0M*)q&WDI&re8aSWa>a*ZOdu>sj0prI zBOz2o#D-B9P*9-yBX9K-l&!y*K8X1|_r8jNf`Dv|43$jNmgd{vOo~Z!KO#3M^NBmA zD>M=f@Ol9`B$C^*pBOUXd04p1h(hwUQ*sm7JfFXOa}${AUA zfDb*k%s?s`brtRY6k*n~ebZPKy;rOCHR4f@j&DXq))6eWCY^EnBpc|#w6VZf3_&yo z&HADoMjug{vTEpM13}ugBXJslI9aQyh?MH~{D?pTdo)q1MB_nk9K zv=?4-QOc;Nm+fNW)yY7onO@&07oL|~o~r2f>UC4AHdnzfp4|W9pxHI{zB(e?jxWYk z+A`(c-FP%VI~~l2m$mQqQgOv7gPNa9=lMiDW3eX&Tv)<+redv;r{jCHOEa`5^x|{D zXp7?ULMTM;iF2Li@_Z}l+41bVcctP&$|aGRz~yVB?(e+&+$YU^H9WU(uK4mewv|pH znk;cLf7u<`(|51le{(yI$9TQyrjyN!j~ADb@l7<4PGQs~g91e~z_A=g+&p-?kY2=q zJU|^x4ADWhPq~l+gu(*d99ROtR~ix4WLv|T4XqS#CN%A+OK4^y@KeXr9{AWD%?6c= zwi^JWk+2^DnvoMQVdvg`N9F|hI^wN6w|(5sNaJYDm%6+Ml4K!xzYW}r<#y{uu1gNlG85#-p{axD=u~thBKVj1t#oI z!&Wl`Bv14yZnzjqZ7*MLJ7i{(Qw~{BV7hY7B38db39mQA71onG-Tqj0{6l?|&_WX(j-y8PQ;fBD;4QFO$& zDP?l8Y!4=_g%FM^WtmD9O33PA0vWc@ZI&W_M=~$K*Ksy3>@wZiV)gb?3yN(ast>Ma zX{UUKyu+(AODahfAyw=p>Iy}rk;x((HOH36Llv{QLKO;eUhjW+?DY!1cs2`(lj0VFz4Wc=m&H*$K zL*6I_?*$}QL5Ue7z&nQ2P}&cS3}7!TL;_JTa}%wwIul`q z#!D`p@|o*xNtfi2(WsUo`^cr?)=;IkY{_gYJj`~XiPhzDO%_XS#5oeho)nBqKTS@hcIj(P2tn;T&&%XcDn$wH2 z!U>5&^oYHLt^koIIBi&lF$sF$t>#TcANBf4=l1H%9}uE`M=@K_e<-aA_%}^NeU`zr zdv<%GAJ%)O5osN*PczPxgukjmMScBx&=*>fSBL#ZgSVf*Z8xUFKYi@pzQ`L7U?5sN zUiNC$`FLRZLLk>enk3#J5zdmeDekki){SDCMy~P+t%`dbh_7n|c^Ws%6lrI@>$>N4jLItDj(T}kTqKYwMkhuiNaX|ZX7qQSq z_`lj3=X-Q^{nzd0DwEF@i&?IKNB2Wz{leV@Fl|NlqX}mYfqy=qU}u@f^>Snr`sl=d zV2Y>(yQMZ^0xRlq9sc?CT9IL`1zK)XKLm|;bherf=d;mZK5jP7hKGYG;@%f%hr`+2 z#@M#=BqAA7-<(w1xt5^iT4r5OCKaoo(BLrzBbg$(x`gx4q>484Sg;PO;yn0jsW!{? zx0mZ@FP>k$y?*^PU|VCW!aU(Z2bp?PU}Tol7(_{HHRJW-qIvYH2g?&x<>e&B)I0qu z!xqbO^RQW!dj0qTd|VLcxLy7!=sviffgKOIK8{U^k3+4_2J*>-udbKsZNu){?V6cS zdByd+F1^#taX!T~TF0mJzUm8;yj##XBpM6GuDQW2N$G@miVQlro2 z>bQ;MVuAhsj~iL1!}Z|NR|h)>zu(;c^3juB*N!tZxOuXo*C_`u`2{?fU3b$N*M`9`op^@Ap zz%nN`d6*(FAdmr=a2~xNP@;74ehk3C+3*v>{v}95ETH}OWMY;*2cc?R$?xT@)nAQ+ zT8M*r98I%S(v`Y;Zi9dxjb#1qd_h!GvgF$3`*G3N*FD=ou9%6XmLtLx=zc73t3Ppn3^n5p!plOF9VIU;;1GM9q!VyegN`!g`nu_}^n zuj^fTs5K3Cy8_3Tikt~%5|x-FKk@nn7{Ledy4X)QD@Lz7W=^%zAX)#gI=y&(0fyFP zm*EoC@*jU;r^ZS1Vp7Ov@4;8UhI<5J3bH1VQjb@W2BPJPQ_e1r zh^)~W@4PVkUrp?3Z?4f&;0ra)*_Hz9UbN)Zr(rAq#pw<3GFHmYhF=mHnPd!#2wd)g`TeG${W3+RvJ_b zdGF)YaW&aeyiu4dF$XU~#@AK{Oa?5GH9Zi|yTe6(WkotUzsC`sqpO|sqni;X93^eB z9sE*blVOexC63%Q%|_WUKmr@Z3Jv@c@hZiE#JzJ9MTc;133{9HiX@XbzyS#0QWz9i zgg83Jd@R~x1Sl5TE^xiLX9v{1--z6IS9C?P!yuEIA3^O<@uPUj3K;bZi6i(j6fHT^ z0aFHWK-|lLA<&J{jQ!B>+NE$Y<_v^buZyn3^(x}DKQ7Xgl5V8Fbj6?%TMf_36`Tf? zQ(4Iof+~v#@U0fL%+#!Rd;JQNtCX{9cJpM}>yFvPe7{(-A=Jf%Cr904i5Oh#IR5dw zyWmqnnVqrcz zK6-sPpB$YZs4+ER{`5kBHlFr3P1y59vU~=wu4bcBhYs+YZ>E$Puch+XbVdgyvn}O0 z310nuGqbtrv4JedRP5Nj;vcS7K7HoRq;dN#2Lrj+##S=`FOFb#8mo-EU0EqlJDU(& zR;$yJJ0FY(Q~g^0S$|^6zDO!t*xAm30OE5#+ZPKDg7sELU>HsB?iyn2+054sdaVYW zE-*t{eX8JAbZG!2;s#wiNxdhw6zhYxK+cT_ljjitK&XNGOG#0V1x^6H3v*JqMF#i?OmU#oh581F*NeM$@4ccCdk9#S zMu?Rp%$cwvK>rNGm>=ku00lHkNcG6Woj_dxThe^VAv-znA-f4er4caUcVfSG--}U* z;Al~iXs*O3fnZ?NE5Qh8v-lNBsU$y>Xp54<0<&T>Grj zaIdkt_g@Rk@gM|90;T1X-tIwP3OFlmmzz#-1BIjNzD6uvgTl@w2bgMt(x$_DX`_bO zvk>qb%>w*-tIe#Oxo8YZdr}AiR(R@$2Lo`>ES1-qvEpOR8=+*UCVJesvZ;#o-|wbH zq`=p2`isephN`N`fbWe_K8x+OV_wIjcs*nf$3&LF#13COeJi8uqfTy&yWq68`~3Or zX76NnbokoBNZUXE^{morwx4Ym8mmGm#|+FOXO`3Bi@j&hFGp%!sU%ZAIieZkK|Z1J zvZha3Rb*RI7HCQA$TTnCcxm^u%N2Jb4{`=fz{=eyIhQC0m+XHiCHtK8o zsT5BtBApqvGEzVe8s6Q>&d%{D6|m9Wu3GAt`V2{zAVle=l9sq+r=z9RRbQ^81tclq z4)VOHCTsn!QE)FYIYVBt2G$F73KwsA6R7Kja)r4iY##hq% zN}5?4bpPTPzV`RNIcZGO(L-bJY@T^t>OF8c%h|LJ$YJgt%+9Y*w=}-~OaG$Dj80 z_cpta80e#uip?$fgE?)|(({S0`WWK$l&Y&-IKco7)RLK?x9CuFid1c-Q&mIr`cz~j z4N?-PXL_Ax2v<=On`3?#$e z@x_yQT5 z?D9|X4MA)(EB(6Aey}<4t&8cXH^g$ByL8JQ<{g0CnU-d@q1;SvY#GgBYm=I8#GFMr z2>@*Cn z^vSv8xLWr=4W=s5Wk-lhk}YvVmkM!edbfdek|>r3+}G*NWm_=4-BZ_c9G9!99y#V$ zpZ|~l>00pPe}5QE#|^VQ`{O-7t`8n~eAdnnv)dO&+iVX`Z=V-%u-r{8+7q!9z?^WeL~;{ygb}Am)HfL3@D6fg2G;{%RYEghu?F%0rAe+U zpoYMj0<9GyGVC|ViVmO{O9>)=#6*WrCr+hk=w2t;uw{`}KhD3LYwcsD;cr$0vi zy1M;tYdXjRUsyb9I;-hI|1%Zm048E(kO}0Br`_xBl*T?4xuOzt^68+R6JWm*Sxv$b z(!XkChn=ja*Ecu%ybF&WR`JuW)MQ8N=8}T0$Bmj(xN2IWr3%I++CI+JH}qz`*2GK1 z*B!=6S%YvC^+~T$hYe$=Qcn$;HM^7T@lX`D%3i8jOSbzRbvMBs346~@_Aj5G9bR6) zp3&jy&mVsMg;qUHy?BUm00apW6_Z6XeLg>&z5K41O;_{+dW^`Ik26~_-a7Pe9FNQS z*~I6--xTQYO#J7C-ooh3vV%{8hlFKcD0M!}&f%dL5Kh87MT1q|UiWHAV>IsXjmkA6 zln&=chUv9ON^)elKQTAU%EFVctqXzMe-9@Y8x`saPFY$k7tq?BIrMs~G*{+ekR)PB z1=~q}C$?2Kd=95lPDDa!+@#4k4dUtey3dn+VtM%Wm+-20uk|Mn7fUa;&0yj(me5Q- zhQmkp)$P-TkS89{SXKsmB^4exILWu-UAH$6CO_>4dbv&mbQsttS@IZO+KAQOn{F#y3mtalL8?qx`fAned#&K1H^46ka? z4#XH5KVywR_6UTFCAR0Jw(dbKhybF?^?H#O0N6^fFCrnZN`q_>O9r4<(q#b>uvSBH z65fH_KR^zQ1`9^bOBNR7AB=_wtssaQzeXrKir((4{4=}xq<3uoP`L;{e~M2PDlg`T zX8VN$+WX}PPA!?@<-&ud6&6=&dIEe&zF!hu?l|LpsuZ}c9C3O&w)irI^$R~}3p?TU z#4r^vG5Ko!uuOJ}A`hZ4pccLJ=|pm;u^g$#l#}*T4-FIYr%rpmVGdfu0;)9Io9)%v zl-h>_v#w3}VrfeI)S6yv$VftsHhFucpc@e!RhGIvv){;S8+>~2?ZMU6^UF`0+v9xs z_=k^ob1hY&r}a6-dtyRT65~p%mYY65e0F#{7pfVka^jRq;aof~=L7Xr<)~%!)QJm7 z*Bh|&k?j+P{Y=06$}P!~D@3Ux6MFuvI?Fn|ly>Uvk1=9h`~WMd3her}C-G30tWY;g z`m6Ux?}|&M{oZ(6R~^{9TMBe!O?Z;7Ne>nu$8^c%O_q~8ew*FThii1qr$lL&pV2Q4 zx=b zE&twFc!b(<1lC~N=>iaZ1oNpC=hBKTdhqG>=FUdZndh?MIF$y|_T6=j;RHU;3t|Gt zlRP6MJ%U&-P&9fjRud4Bv0kXhVz5XjA_fX82?mMTQJ;Y7L!%9ol^0GU2pNVt_E0D% z*ogRvpCoo)zzd{}Le2=7i)TF6!GHz;4d@E^X!4*(!*&tz0s*y{%}|)|AVFONClJ9p zk==MmO{2M@_X0TM*F<&h58M4%0E5Fo6cEG`NU|utFP7fN_Ve4r4nEp12#cSmcLqDN z>Euad6?TmQOr%1=;fpOgoRMOYb_w2Kub{6ZP}gNkC?Q=`%l6Jg?t#8*H8LZMzRxdf zMy^2Xo!S_Ib$IgNWz0wXdYZmGnJFoH*|Ai5Xcq!2&QPq@3fd{m_^0E|G*nTU!-KgY zvxQbt<1@116WV6z0ejx-$=H&@=02Wi4k$UsH1%XVec10*2X&h7_Y1~o(AKR%YpQtt z_P1Y-AOtFo(v_^$%}Pa1mL#)Xc=iIztQXIO0=|q(!#7ZEY_L@|D~F8J4WpCW_c*PL z-S3TCCS%QN8BA7fQbfU0UyjO-gK2e=@`jxGNw(NxbMgFLW|HmT>Z3R0yajyo+09%k z38Rwu>C>tCtdnW&bq2#pZ~e&=@6&>wXHv5{_8nuL$oL=wZ`t17UYq;Qfgzu<vWuC{GGare= z`cXwvu!ypS;Uf+!!>~JtgqK0!6t;%}8gm%~wJwf&6fu^!=$NQzR51E2Dwl}Rp-Djbx=9}fCcsDr;sIat z{s`i}*fGgtHAe_t0w)MhL2$4Gs^R++`QqH^t27FQf}kaBODtPl^5(je-D;fkg}++( z;_sSQ3um(rE>A2AF11{8tx^2)STPrEN;SO3Xo5T5&_&4_aaB(iw%F!U;?4(e?#WJn zZ_6+RF@@VRcnAiYmHNF3vEZHb~0v%o3g{$>R#+&`Y}4PDNNgHxRDZI zr>?2dbUk5&)GO@O65VOfFpr;K)U9YRx*i!TM_LzQ4C#iM!jY|J>{fNXcUZdp{nt14 z98)Y54b2{+1Wi;asXA6(p3J6KAA4FZ6$dZH@(OQGL{rOD-0fYnRqIaR$BMs@5N(a$ zEiOBHeQeAXh-3nMR1TzHjS^i?#Gw!3MkiUCe*Y7$->dONp}XHr?dm&C)6^qhuYYDQ zF4qr^&nK1k`?oJ&ysgJd1=uXrJ9VRVxYaOCaAW(mKp^I$@@a3B7t&nB|7rt+0-}XV z!S$F{g5cZXs(YOe2g7-9uzP$wshDT;-R!>>3aydy%)H#0Y;Mm?HP_7HQmuUZw`T!* zB^yQ=ug`+mv^9rk)$y?Ns`#~2-QKv|?Q^u8OgP;_%;_9nooX?G=lM8?+Ql6jd;mc* zKnJbi1`UD+^cgk^aLXe^nDvPP&|*;D#88fiT%$u#H%u9PaEu0;g?ke)0S?jd6IKo& zZOQxvOiGU0QMEu`Xf#-|J0m(92qeh% zjDQ6|46;8%S;P4i(n+*(R59uo?}T|}NZ(J&Lun5iV^qh&a+?k8+&JvT-J3xS=*d8RHmV)-hMdA zk>RH_YBxuSbK}Od;okO(>jPXLKc@S6rdFOZrSMG6*RHa8rdr#1b#-&LKWqH(@%_(> zht43|IfWW6ENhA=CiHFT<^1sA{fB3QAtrH_D9A$cuvRp(sYcM)fYD5E6tjR&_lCuF z@fSRAjf*E#s4TEyq80It-e{;p;Qz1CoOZ-ZWQLaGe9{hs3I6q%*JDk>Y+MU@{Znj zT0&_(p-B#BmS0_@v#)kuo}ZswU0z(hs;oZ9==s6cS-Ujv`#Kw%KNju%{hRkI zkK1i`qg7EWuATAv;?wn~)~(y^&n0^k5hF>=H} zS|*dXWGp=xwM+-^~Dt~uqoc1 zZkA~~#Mn_*#I{E8^T;VspE9|2uumQz9D$$}h`1`-LMk` z4!#Mt$_e+_UAS6u@F@YFD1d~Nt#iJAq&V!k6RoY;ZW3Qar){I$t{LWj*RCHN_?6DU z_ThMQi-&d*nSw)eqP5@c?<_R$sz^ErwR+9bY^2(A7oB<1EpY;C2irrew}5D$IzRB1jxc~;x&?>5Z-L~mW+rB*pvKiVoxrsm$%j!Re=+im{& zd>O6Q%?WG%VB)ds?1$OH@WAU}8uZetyEUARXBLTyFI@fp&)LIp|NRN#a9IiHpUCL> z7#n6;9fL1LF6vT z1~9JBcLg8@16}}ffC8N;RIxfhuSMU5Cl1-^5=ITBi={6PZHR;cBOEbWAaX~-1*7!I z!4G~9|7YT>M>;QA0z+0#ZidNarjHN|_%t|);007MmSSeh4=JeHOh#ftz{6<~%FH`y zS{a6}E}HS~q!JDfK3?F3mGn=YuYDN|-4?wdGnRBBbjFrj>-(0RJIOlhLh@+FuDa-E z?s~6YqeGEc42~)^Bgt_IPVwxj=&0p$lJ${Wtuc-jrn~ z41F7h`t`}T?>@Y~Y?p1(buOk*s=rY;wq9Y~k_vhnOa>-f$!I)#Hie@e?ELhxU=+g$h9kKLp1x6{q!84RvZ^9duz8oa(!?$HaS*RN(J-X%uCPPrMI!WY#X z>qzX(H?w9*wXH+s_SCghq}=T{^NqHVS1P^DMzY*!9=-jUX&2W!XRYbQv%UQ>jOVLQ z>FE4}u@H)3nG!}qgxeAszHBbs{+zW0!w**1L)sP|X5oMsT`~XjFUdjI|DN!$*px(M z5+_O2GaGN+*__vXj6+Pz@~X_jn)HHeq7n1g$P8GgyC-WR(!iM9^E2FoE(z zZNh6AYcvN3QUDjRn9?xA;eY7IfWGL#kmZu!-~YHjx5P}3jRjCEkO0h{P^;vg5}g&} zAKplI4)@v{)bf2VM(tu+yI-i?FX*tY0ATjRThtRO)E2o-9HSN_@G%e`7eWaLIErZ+ z=hhu6_$?^Ui%rME@Gd4LLPBNa(?plJVlqabw1N#LuYsTfl4*ge+8$APM!MlQv~x&F(Sc2{%@6SuqpwWD1S%<_K}>W#wnzKg%)0 zi>jz9Mm3Si=r3uEIj2RK;Fe{TFfs~6PGm!IAr_-5hH!#g*#GHmjryppw3mQ-Aq6iSMn z&y$U|p0--KOf|;aBF&H*%NSdy$FohNb^XoByK$Gc_D=L>d29~kNM0|vBb5)o zE-Wx^&uYu>aD=VyFt@(2I=$i^t*rXB)z!q##k>Jom@R$#>9_L*-_9>nIu!!YWn~O& zVwi$FH-f+cisb6Xf-)Q!0Fbbo2=EAMio~#6gCjJB-&63rfr69tTzK)2SqnWAH|>az z#<1lJMBtc5pe~>RKo@DsIBo~E06qbdGJHH~ym%+D1H8rnbwilp?)xga+(C!+{jbiP zNFI@{3gUqnixH@RFNKx~C=bSskYfZicziCHkc9%p=3)w-L0~fcxr+9L*CFDKghK0B z2WCnhZz8bJ+-@;Nv*)9%dAVa!TtT&a_iO4=)*X^7(eDnPKwjLZ+J4`blFlGSUc6E14}UjSV@S zZS;(SUdbkM#R`%lg@kCpT&h*VB(B#Aje2F4G&T!4Ls9g1N5@C6W`|d2lh-!}x-f!) zetmm;@JFn!gjN%~>98#DiGFJHs?x3ofvYK$h71*%7P zh?710souhPZucOl1iC#o!qTo+-|h?UpiMsx4)tEa$QFlH#i%zXm2G9=y}M~sr)kgM zfB*d(E!O1k-X4WcYW2;HsZRa&+ojI5o?ZX-$K6-c#1|g#;Z6(i63&j0egrvD-A7bDqcXXaVIIqh%lnSEFS4KH86KQCI#@KI|i`IPDMD$RI^FJFEa zTZp-B4&3!wAvbip*VkQfWpU|&@cQ|ePYN$iwz|;v8h%

z@NL34M*MSOCD0NXNjX?QLW(*;5)fNntXV`?K6jQs_nbWtPZ&KGrw zri*_-U!Z~G<8dh(A?IqOjDh0<21zF|OR%UhDXrksN@`lR2u4cENx7_^&(|uwq+aQ8 z`QmB7_tYK8z*}fN1T7t|{k<7av$Nf<>Sohu)UhUmzDzGQQdpSQ>UpB&Gjc_<9$#O7 zgs;UxTbiopo7I$7ttE?6LK+ua_>fMkp6%*`R;GeuqDoUWKTMCN^WD><@y_*W%aZu? z>BqYtUcJ5jRT^iVzPMDvKpjo>YKOPo)%lS%lf+Js%Lst=n->TD!=t3X8cykZTQfX^ z!hS~(Xtgi=D^R$w(=ddF7emyO4C~X4!>-L4)?d53ae5_S%MEh59$fME4piZk5ya@c z{B(PMD=i=#{F`59%*O1~-OnGdGn-{2pty(ofBZ8NH&P1^pEeJg=u&h<&M>gnkWx^$ zq!b9~^1a|V>=m?n(znKl(cz`J*D5qxm42(O7mRn$-~KRMOIMXK$ZxYgD>`xw)gRR_ z?Geq-0UkQyLA%3aUrz72|0S4Ac6vK~x}KT$=L0Y3<0r#E{+@naY~I`ySy~h&MkdLs zQQUA+SV`biB8v1At7!6r? zj7(W1SPD=V2;yF0gP=4p0ssqu48$jo@Cw*Xz%?3@XhJ*?YV7}++yMRJ)A0#7TPMRC z*`=XbJ0Ntp@3&~ZSfOERBkBhqF6O~9p#S>azJUH?*DOT!W=9{g7Ou=VBW_nh*=hMp z)}}u$q-2c}DP%BKv<%x);~uxgzi4rIEf%YDdBwH57Rf#cNV;IinS7<7NO6Crm)DZ{ z*63?{l3Uh1PiZ8?v7so;fdn{f(|RwX2G(K;IwTYtMb_ehpVmY#$|cBhhM8=s1Cwtb zGOH6zvKZV`clwohvpF;h4Rm4nk9RxGcB#=Kr?J}&jWCHoUmlSr-2I z^QTYW|8O_o8fE%^FzRPERNIwgXjJn5 z_`{DoeV326v660PUB=bL(UQv+`#dLMM~ju)h7;~y*RSf1H7r8a0#3pGasm-S%;=^o zY;MX%I&3RdB$y0yPy74B39fl-NYL&K>KlKaUfn+b42~9CyWH z9^f1Z1$_=jaNT-#)^BjHKCMPeq4mY;)SMZVR|>5Z{m4!63rIJdV^f zY=glsu-K#F2M2Oj0AL7*NQ4iArVCTuAPGYWK;MA-A7BPA?4fZ~30)(o1#j3I#AzBu zqJgn02x0Gl$qH>2@?3OfXdBR7iR^~JRw5iD7#9@^W()_kq0v#flD%w#=4gjREOIWs^xM$2qXb;B%au*Va{c1UCu2hMtf@UnxIs zr5W48>8G@?0;fO*2FF21I0t2-htlK~PoR*?x}q{|OAP%Edqqn5bgrV-+(@(+^17Jn zHyA@7=sQxQJj)hZ#c+K*7kW$Ws#$EJVt)4Q9C zcekzWersk61%*aN7De1Z{&Azzhjm`p*f1Y2#$y`4dHH--Ov4#5q1T(^UVIJP$zW6n z#^LF1>($+E4mgJoQsLUutGM-NbH!`jIj?7O=q@Y##voeP=`Xk`O&t_#9M_H4KK}9B z&-%jbX8*&_g+1@*T!I$snnzgA)yKOWEAeCNR|^mC?y@#Fj%Eb-Tk-B>Tnj2e^Fj+6 zW+rJwR`p^*30m~e&vv@Q%l(~p_;ag{dyw5>bNXT-r>WEN*->*cO}Nya8sO`)yx{Z+ zHsD9z8OXEC-crx9yn4R1u;^X3Jt);18&$Md=Vz6_{{79uPWkpzQ{iJGmS_S4c`lrE zLwrPu;JQ76ri+yt8z7ODSVG`NI0U=^l_QI!RY=IlGB^Out{)aoIFCdfl0d5niGYZ> zperM*Fbw{f<?fcqmv zH-Hg<$Anb4Cws}e@by4AIPnRD8Uv9AXK8Oh|MUFP%&0L*F{CHntj8XUef{uZpj+@% z8j2JxH~-^i?91{64#x)?LU4>q@7dL6vo^z}OMm#{DjuYTgwcUwJEw;-w6Bz#Zp<_( z|0sC)dN9d+mjC%qJ3s87ge1*tIbl`J;vCT0&U7ASiZN%Wn)Am}-o@p7a>!_o zNLh}GEND)G#Qdk%X{G zt^KCxPo+|RXSMk9fN}=KZcgIjLNEW9X?!`&RT0?6NLpSL<8tA8@Aye6E)|oIPh#|0 z!}8JZP`5BLwaJ``9zdaoLJb@`cht-l{@h-h0l8K*r*2O(y5H~b>ief{Ps)(O+R0B> zpSfHKd+v!p<#Nz=&!fmQ)y1qow#l8)W4|o)2WE(NPCfd+|EtZmwD;c~b4*wf;}HlR z8C;;zA|K&7m;zB8{s(?RppgTJ<5uj`klhXd;g)fB6-A(02)QVzP2|42X&2?9(FM_a z0Ta-W$W{!|QG|BIQymQ!J(=JF$P)p5afV6qB*?pnQit#k5afUf!=r-uEVzAk;8$Gv zkl(pIhycU2B~dn@y^@ZL!gt~4umemRkwDzz1vo}^qdeYi7~C0_dkgR)#iey zSO`tKawzOllGwIuNSPCpnf1i%_4IODoIaoT8qY3YU0y%Gg2hBWS2sapwJRwj=`9@1 z`q&X{Exhs{ztE}dOcTJ#RCVZs1ZyQ+PEU%{_Q}8wQ9#&NLR~PttOz_^ zF>=d|NhEIK9yZ_fJ)~mG1yFh6CzdCH$2%SnjMp*ZKDzX1i0t4f3rU;zwQycq6lqkh_fPK;(sf%nD}gBUi#m>+x@ zSY7bCg#AJu1SwszS|GiWKm(#Ihu8s6c;a13s+s^?5*mRYkoJ-dunU|RUJN$&IRV_n_nvnmgVsel}As^-^R{nfbZ%qIem8AmLf4JBvuw?NXwmY?qYm)Nru5m@_oi9Yr?wKRr=aIvImm2i|@ZPkSs}CGQa(Gx9}P!+TYe?G$D@R zDUpK}zaOkZj1Mym7eVXgK!?Fh3TKuW(Sm$HME3>P02>^@R?0@h*BL$xC^eKKaU27E zi&_LvhTR&G&JavXa0Gb|CP9a0sLmLxcc&3j-Olhu}AY^2J#jI0V!_ zDR;;cK{|jRhP)1_0cqT*S-@NT1g9M`z7aJ8z7Rgc=PhgnLs?VK;xE7~MJS^BTg{Q2>Vvlq{fF9%mY z@a!ZJG~fSl`vE>)TQ8m|@Uyn~8d7 z0CKNV6O?i;dGzj5IKi5(oN8`#Bo`ZwYdTeR+TGdgPW*Ll>k<)gpfw}V>EfYW;BN3D!W>H2q1-`<)f)G7zLIr=U|nyo;^ zY51CxB`|1SXm8+JO77Vak_?8y&jIRUJVOB^bqcF8tb|dzn8qSt6QJHAT{q;w$ZU+p|@N4qKN8REdKnSD)1KJX(OX4q)Cx{P4?E*t%{DXx9UJ0Pa(7OM( z*&>D!Qys`KbY@b-_xJ&lN1VNTf)(>|xY|vuKK2INMs#V9IgPKs`twQ%R!f{WtqTy; z#}pA3++ZV<5R!DqsTdGrF|2>tC^ouB%@&oe$vA&^l*Pw1>$YdA+Z&Yx1vBh+qksFx zGO4SBKg8Zb;pPt^p?Kmj$A(Hb;<2Z^cB-Y&4mMjUwDxmrsj8AJ^s|P=N2PlkqfxyB z`b;mBb7;DTw$Yw6MqQ&;ZyMElCAa6m);ZK@R=YRXH!rSUzr4BZ@19cpKDRsk`0@6K zkH_9U6Hiig(2ZzZc~IW?F#Bx|bu}l-nUt#GjCXuJHSU@)-;0`1_nOKgkw^#K38o++ zRU0?$5TgjlB~J)U^2kyBb8XSudnq)k{J2S1=bJW|xjTg)>YelB-Rm%GLS^yEqsXTmE zDACEJC#~%v3#oWHU7lEHedF|eqvS*KNHeh<$i!i%9HM&7L8_|Z?k?)&_P$|0^ZU2o z9z22%QST4&GmGrOF`qlCU~z{8qX=sQvCTCU`0rUW*voe-;RKrk;v1S!{lG}Bl2!5< zMbeT3qggKI>y>J;s(19Ap;j>_*?hTVTuf&3bNCj(q=<88tKRO>kKfocS@CWN;|K$#UiG@y7KL_VZG&(A4+B*awlnXsl4Q0H1V00*JK? zT){ymaa#7`6a6?adg1LhE0^cucs?5#*<5e>d>YPY_;PS>(#|Szag;KyfBNHXr4>KG zQP?hA61nhnCuLh%%x==2^!D4vi>*~;C3!-z1Sb%kcLL(I7aP`C7ZxX7%Ecm`hvnS0 z(-lgVL=hRHQNgNGOg8R^pA}y|-`zjje^Z6kF3;rtyj**114)d3ORp{T*h=@V%uENhyO=40b?&WYC!^}l~kYHel8lW2|#Yg@fFvSs+3ZFdi3&0cv zIFKhihB$nX-y@(V@v%_$5~xei1D3v|N8=+veBpOQZcbV>hQNCm0lfmgC-^8*!FUJs z=^+oCeD9s0ipMF~x7HeQAGE8C7%a^6>}7NX+x-z0&f*k85@iLE11Y$SQ}L6+UZYwa zbVr?DrZU`xuIa2DRn+|MXw@H)^Ld6fy3LGSDQbxj%(xp37cZ+tGsDpl&&Eyq(3xU2 zL1XfGaA#A1k~L9?(w==bVtrKX)S9_^8Wy++KPZl>8|?-xPEASDHVrnKGukbqU2awz z^;X5KZYF+O=hz8`4kW4aS2p5gG3�c|FEqK-fq<%E~G1h5nqq;Nr^2(GZ>(4 zLUOioo%x#W(3aNmi)XtBCma4uU#27f{;!qC76^naoZ?((lFQ=pPge`QKbi~Wh}Du# z1+>!sW_WFP;q=4D-+x-jSGeTehYt7_v|ItV6mSg&tBXMf`$CbYB#((#TKiL#Z1Tn_PC1{V@MS`;m6ya#41gT@%o@rh}c zj3;62Ns&GF6my zEe&6>XgHI}rddy<$CWSJk40~>$XWb~UasY8TkW#m)EXH$8bprL(Ufis>pHRpD@N5c zYQ6kaPfbF*rJp)l`_R<+pO%rdi(C( zQ8^h)Qkeu|opKZcQ8c6M;-&0BFLnnSLS3AURq!pUpthkfj`BV(8nJVZZn)W_Hq22o zvpvHf>8c(2qNBNy9?xctL-2=iS`o%Zt(q=uXF}t5&)%8MYFcmi_6FXCb>DKlQJN^M z%IfHF{)2a>-xbd;Me&k^IZqVHQi9G`XOnK3is<8jrIcvMjY`!v*xYz-!2gjBxVvj_ zetOZZwI_PJxAR<~Znq-URElXjBZ)$U%Wq zG%6Q?ClHX4s8wuz@6AIH00Sp82RO$i}eo1@gtZE$k$|H>6pT zWf*2V6f}iH9fEk#z(J>x1POFj_D zQRJyI9>tj*zNS?xHjOs~wcP2a94?%mtn+NFHAS4K5>3R=lhF74xzbr{y>*ycOq{cmlXvy)zLexR=f5Hxf=B{Pvs2OTY`JvZvJHPVs><^13r4!?Ca9` z_s9E2@@4rzo#Mjxc-{)9YNA`5O;*41IK-!XFuvmO7Ck=7zZ}p9b{niN-|$)lVM%nHkYY4(9fR`%(P=2itfXF|rs&?GaT2x+Kvrpvqw0kG6=jH1NIH0z0rlh~T*o-6L== ziW=DX|3O`{dUKI=9AbWm0N3rpu_X>Aq2K{aOmGHhu>c5$`NJ8#{ zaC7;}zf?DjN__1p6L)z6X)rTUE#ZoLjcyk?a&nr%A}Fp1xtPKwO~Vy(ML2r#DJH3C zTCgvqRzigo%L$!4Eh+1kWW`7uxl-=X|I`MQE;E<}-GE_mObZnGH5a6LQ0wD)67bkS z={S6{JC>7LqGojA3u5+*37nEu;e%7Go1K2O-_^^dOrd?aHBK~4oT%5TlWJ#k$27VF zh*p}tHvT}YzLGu~j}=|B@g`2?+_3WUrk3^0Lw>iZ>o7seRyviNH#g5;TwFg1Dp|3Z zR%oW0fd)uVJCm|mG~=a_vW}NG;5Tnhzj3LNQdstLtn6W8QGL4-_8M<;2M>3yBQQCe zZL8AsU;~Etjd>@PKa3%re%e=z*^!jjd(XFaAupG$CG+5T0ik6`^DSgW8D^#r)(Y%l6K*3roR(nskW{!Bt)i+e3>smv3>+Z(oYd6Q!U~H2ZgNe~Q%q z{o6ms4{%1m+59!7Ve`O1cO!uf!d;~(Vn$=xumoFZDM;hohgd#h{R>M5KL;TJ>>iKW+1T%Qb6H5hDIUetbN&R2-4O%7&8fK)pmIS~B zt48=;R{+(Dts0>YPztC=OkWT>+)L2!yDl0p!NF+R(9vVP24gdfYUE{smkdhVmz`OJ zj#*e(;FG~+Xy~JKP{~l@VG7=7dC@Lumv>X#W zgd8u^l22mus)9QzHJQj}Q<-8GhQ4YkrFROsPC-!fdEKnGYlC*HRd3gELR_iWo7t!9 zwy)OKVv9?Qj-dD9y1Py-GHF>qV<}0smuiu=#ybbp)xY>wF zPSvOw(6Z3BQmL2ddK-uFl>i>Plt(MgPx+Ljc#{#pB&+5NZx72kwy@vfgVO_98?{c_ zs=P70+}NMLFcst5AH0a%ne^gKwIDiURbzq>L4$wXneCWVNnIU1KWp(nzdxN- zPB%KDzrN8O&bzyhDwV8*Yy4>$`)yH-+_3tvF>8KLVEy6YUC_Dew&~fpF01A3o4d=K z;Lrav{jXn}q8#&>?}vVz(=)7$TV&#v2QfJXPM4%g;Kn!x=jb5JT`446V*w1d0h6_25p;#em+znLB}^L~c&zr~qVU1T=t!ps>`%+)GGa%w5>45jih{ zf$vKf1&>Na1w)|_0ul!NAmJa&SR>DW+~M+%rYQu4g!WjDOE~g zH{Gh4%|48F=5)h)IT*c}G!F*zZ}0x=pI>f19!D9|*v{8x@2{SpygKg`9eliy(EMd) zC%vaDemUFH79O&lapoa55w@^Rcb`o&xC8*<4#w9lS(4vfWK4E)k&BgD@c1C=*RS_EHeDRmGo5(J^I5E=mLi6}FL90WR!!DV%)OK6`SbV3S1+V^QP{dZ zHj4>M$On7+!f?p`Uz+E$-Q#Jp_sy%9uebTjcZZjq z&c-B|7#{AzqTFz$^^DiAX1`rnLfJYM+!YnL1p~IoE-UiNv5kKA(!aH0%zD+FIn2`%K z6fY#U!~vR|QlfSN2(Xt$Jv%8^6!0?w{Vq@`)D*zBK)YlOhDHl_QUXxPUJVl)I4yk6 zy_A8JErvBLB9Lq1cM<{tR+!5)`L|)jp4SFG0e6Iz^Wgc1p@zvet)`UC?$o_e!sy zaCrSoj*uR&2;D;8(3Jd|Jj{9^HDve{N81AqAsBIaQdtF2$kqk$ZW%KHi?wd) z1@73-uWqhiynJ*0&Fi-f#`=DD{Nwh?!i!JOKYsk-`xieQ1eJWgTdQt;b9H|F`g}_e z5JDoWyrhlv>rB?2XDX3yt6J3y>j-W3IM>S2m-|FGjlA+?hQ;>0eOclPvHHAeN$+hl z&B|aG_+@t6F7NEkx~}3?6HHee5yZXet7^sq^J*06x=ygYoLHWFHaddw-7!R@o?QhKT*GhS=xnONd>r+@S^IC^_|cHNF# z{x+Y>{GAa_pI;mv?9AHe4hgs$%)ZqYz!zDlwHo8I1#Dr~?WqogRR?W(_Q>6w)*IK~ z+`JuHuKwqbfBti!lL{l<^|_AN69G&;uGVOT0RiGlsMi>Nhw=R0FAwT59wKu@_+Ubd z`XPM;N+9{xs3Mq+IcYb8C~E*+0(AjN@$d&Ni>d}|2Kx72_l*4k_G+jwA~py9CB!aR zU6e7>Dj{XSpa$?kP%ELxuqPwjn2W5?$Y-Hp;~nJ22bh}dlF@)s&d~QjnuZ?)MTARl z3htC1-25hImD65lw7V0kS87@qu{Cle&c#X_NTm~m$X-`l&eT1t%;IosF=WLFhwD1Z zI8B{p%Gp$^VW^%&yV`?F9C2sofhD+QI$c%=QISF(Wbp*^bin3tBh19^bz%4j;6EQG z;_H;f>rN!QTeIEG-3`4^SIYnf&Ezy~q>N4ncFRVqQSTda@7efTZq}kfCLi|Z_cr6u zJytsVv(t;|CDe|WFdjQSDLQIb*Dvp0h8K{Z@b31{-@ZNTD{;iOGzteFUYyKtZaF9N zOOQk)B$dj>#7sQ3+v$a0PbRf4>vo}s_|sB%dLd#5o(?NqIUHM6Hd2ld?P0PPbZUBt zT)7uphubG}bv?5q>DgG$zHV_l*SD)h^KySHKs6JLO`Hx}Ur#RwC3#xY)eR$!BuuBz zX_dBT<*WWYoK_7Gr^@N4whpU^TwgF z`TFY3t@o?D|Ni5@elJCoBviOsz3++8QcMZOBO+=RIb7J+#Uwl$Azi@K2Hh@%x)5{3 zf;8M6BT-Bb#5n;P9Q0ORMq1$5F22K}k7W4uc(onPa zYhY+;2&TY#7@tTyb)9f;0PTe?3h+wAy5zVAe~=5i4QzeMhvKV&tU$XZ*1a&%!Je34 z526S5dW+TQXW6Pc{-?BxXFp~1OrJT5MLoK1;6KcZa1%jOSSea4l5_PMQ?kHKVwS)a?|rYcdqnsD@fPe3E) z1`ADJ~|(X0O!?JW874@(;h89aFZr!_F0=Mkt#+8<$ffD zouqw<-kF|X>B?xSDnuMgsgf;~yR#wVj7OsCNqYD%PR_JgH-gv8?)1gp#{7An`RVNS z=&G$B_F{jxnt=*jXwR6q3oZZP-tYvc+S|4w(*)oU*SD~M9 z#yvdl3EKMw^O@w#SqrQ^A{bS5V4fZ|*aS_5XrX@SaC>^q!dC@NZ#wzY+34_SZ+m`v ziVV1qcZXNX(nh~tnOxtTbOxhH+(`Rkw0H22_3?_Rx?ON#gyt$lJ8a&sZ%w;@p*FR) zI*p6>@6W0oS^4dst3NYeCJUZoE5O6{6r?O05<+sAEG9V8cJI|d4CG@Jq$?5L%Ld6= z8g|U#FwFR!FpCD$#X&IvHVh?65vh3ui-@2*dLQ(6Uryx27ZV#w8R(XfSSVpKwc&w} z^>8$9$FG2sN%4}Y4CRc%#JC=@Bagy~6jy>82ucQya3S%B*gaxQgKP{scG7H#pcn9& zoN9PIdNtyTSBsuJ=k^E>l;t?5Pl_&wCA*tb5qp+TMJd->sgT7=g%a~|Fn!~W-AX%^ zC$j;^OR)w55KgD9&CXuS80pEf9NPJLUXR6Myc90@Bdm;-l#IckBm+^wzk-g(^U(~> zcM@Dap@fr?!t%VF%kH(-~HF` z$p@xrsc+u?@bux|KIy@%n9C}1O6JGLp=hjp{>Qub&!_cz7n))msrrU7_VOWJ#&(cE zuD8dXJuJFHsU*DyWqEyy+>5izNo(6;i{>m{2px^gWWT89bJYR!t=DPuWfm91#k1}* z={Tvahr;W2uS-6xguI)s)oRe#4^z)22Pg499}oO?_H^gqjFk)6UTI-Ii>=0c{bn+g zt@h+wPY#ENPwLvGk&ZRWCf+Gr8EV40tU(lga|%*GMLOJg=(YM%a$0qR2p^1MWCUBcC9|K za*h+7p$B|bD~KHY0%8c0M|cW=V7V$NnH;adMJsAgNL)6IE5Y^X{^<2@Z(cqB`#-+? z&#(SlShZ?r?|*)J`TLs`CuJ3dq)V5JF!WgY>eoMBetNg8Roi+DW|$tj1N(xjc*~J= zsvIDP@Xi#}5!~ZE{f6FL>=>P9t0tECh)*=j)zZ~P)p$GWYK8NeVK0W{8M9`ZYlZfU{C#b;8c)QH0 zWfPWyXY-v4&+_u=`75Kbc=h`7B)-rW=lk>L3k>+SY*h)sB|x_Rs(Y zZuswp_I7M5_p1%%x@s(c_?+KhzM8{V<#Y8LR)#a0vG2hxT4OGQc1ZA$FW@WFNTH(Uh};p~_U2Xs+%K62yyWPd`&2tnvyHwYnACxne?*eF)Q zq5&)>b`8MGK(*md1#coDd?kILQ6gPKh@AjR9olhCO|JA3?mKtByZ`lHzGn*AqNJt~ zzMHQLk=sNH6cKc3W7U~p1UE3#BaZksgS zBqz`@I;Mp5={W+PdgZM_9Z+xvgkR1OKm6mUAZRU9uNRHQdjvQA`Sb6;z5I0IuzCEI z0SsW4XBU6q5DjYO;9`?`8hNh^EanGE+Sf0#k!!E1`H&|xV8?@iz7wzTFVpuSY zcOTxp`&^T-Cl1rwE=8N_TB&P zKDOeu?@TTMelyWg4 z!X?xQ-2X7<0^EhCBhfq}L=9g2*xG<9+=M~^BtT>c>J4UNq*%d`qTixrk}4%@*-e{; z42+a3K^E|?_&<3x+(iD~fD2?^z#IS(M= zUYj$hs5D*StK|c$G#T|r^PQvpy`6)dvw6q-XfSlQmE&k$NQm85C0@!6Bi}LVs^@{X zJ-<9K1`l67iN!KyflEo@wlLI6ky{5}{{H^Ak29uTWp85uT}zKm-*z`mVQx&plQC&M zTSHPVMSH9cR4A~T{-8AfkjgYPPcJEc)D$FANohR3i9$)MxB)zuD`%+Hn-P@I106xvoYP<0q%?Fp4 z>CLagSFu^o%nPsnF>pqc5#!GvpL|L9Y0YU3M!QvpLkMjp6ivsFn1%%nDswnC-Pn-f zOGVr@>!+hah>Bs{1&0lw0hTwITQQRQh+7`8E?jaFc`csf00Zz-#IuGpT#UG6Im2E? zwlvJBH=Z{bcnPXYq>w~e24)O~jRe)bS<(Po;NS;e0C9;VJsW>Pq<|I96QGD+11g%p zYy`l#;WjW%1I`GWvt-8X8Y!jcjII{9d;RTZR!IeB&kWOkZXUmVH&NrT?S@n1NKWV5 zIOzeGBnYpzUrzV8mOD_;R+jIVre|)HDdqdiXBW%MM=xiIH9sPmJebmL*nV+9>{4qC z@CGP@NVVDlLEB@2go6xCoAGAD8k>vZ7RJNmP0@Jd+$z zN`oy~e~3H7!#O1B{ZZqz-|aPx&al%|e5-h&I7X5i@TSKbc5kfPT$`H?WX^b8j-=K& z>DEu?Pn#?hMFQ5e@Q9tG33-*D_N>W^iQX>;ZBRLTXiIeI0bmLsZ~{109GBM9L`Ifw zC5qPMS&xHsJ*~Ev@B8!aP9;xuiZCUu4u>sE6PUaKA8vba<#PKv<=ceT-xzmC`$r=Q zR(;mxsJu1lZGWl-)MPZm^jn(W4VkG zCfD13ob3irf^RRLJ$$-+l%Zs!;71%(Bs~88!SEIrhM?R9L4ea<`}srr_KKCwUef#X z;_`dq_?d#W z6Fy+iOIL%({c*ob_XEqzrrP*E}eB!|-F^c&p@% zFXoSX)UYO`^ww6dS5DQ#4tLV-^HRjKq8f*5n$oDIoLn|(dE^*SCb2GhkEtt}eqII^gs{72P^c7Tj7i9gn~R2csw) zc9G-}McgX*RUGex5pfMzD++cE;lS{#PNEZH&qCk4k&c0!z)OwPDHU&7c#0&Q30Dl-7eYuN zFqpWE_-d7eYu;AOtEKLBi1U7JtLn(-?k`RAL3I#@jcyPJu(%^-Qe}@bZCt&0`0VP# zIgT0r_TkAcw4>TQ@aFl!pwGjg!R<0%?eCl(Et^s*5UobiVIi4HQ=V`NX;y6+nf8!l z$+8eh(E%SU-bKLlAqQOM!=>qnvc?sL(lZpJ2s#KE))|k%@dB@Sx7}MZ8+3swm4vt? z#F(O-R{8_*oKvvIF=@6lq`3VVSz}^WO3qZZ#xV9c zL{SOcsO!yMD_?3;OdT!sFoQ@w=uZ>DKr-%gg0G|m7h{isZVLv}Xh=+LFYPWYC(Co2 zHDeQ6t&*MdOd9`1w=)7;W@q?^Vrq6U(KfJ!$6VRd0RrR;8Q;!Fxsbc;v;rQyh@~9y z{sgxM0eTkxRVMGA2En2aGp5JmH36 z8SC!wVq!}+ykRz1ESDqPRClO}#_dAY1E@2O4HTY$7<}-r%+VGYtTR*hSj%3qHZYsj zKKE?DmX{p9Bn365kWNK{Q2{Xr!CFXmr{gLG6>JK`xRQw35)nyMqM1|%#jM15Tn!;1 z281yyCPiN{NK+i%lZ{4sRstX)#^{9V@=-Luy_e5by5nY6*M>O8>ColaRef7;?@ouE z!R+ky^>Xk0p`k}hJC8af16ZuLAPknfIof)S>M6y$B!zLw&Azez{Yo!%sMTlNJ#+WP`*+t@??3(R;r#6% zZ$7>H`7x}vCfj4HUx&vrEvC3ADPEjLAPFUgWL=sKA`UB_4ssFV-b4)ZBA`3KLjYI6 zy>0@Q3n*Pot>~^G3cM*#2n$vOZ!qXW8+L>GqH+m^hNXEUtKyC`TY_XtqSM z0PPKV_~SkeuLE>nba^uBVkP^}u18=nptppf!>0o@K@KhOj^OA#c(p{l#sm^tkJqcZ zp)QE>7&pLe!$%X4hY&|{Y=DJ<1UAT|gy>^dgm@n}wOrBTxA`1?d%&xtG1lX(0I4!K zLQl!)QE7%2xU`_snY6~pg37_khR>%`Nmk;uOeWv1)-xs|1$8aMXi`RmAxmI0uo}9P zsJd3|HrqWLl}%yROt`YuqPcv0_WF-rma;m$j}r8%T+BI>1MW(^kox0YqlSlHtx3k+ z`pn#~mgH_uQ>%@7wOXr`6th0b${%X>ZdZV2Tfi}JA(z#&MFg}<_#<<>6K*^jLymPP zN%uL+hOx-P)2ekX1~#*i_~F2lOq+ebD*q zo|?%lzbtp%?)%=`iQ>UNqgDmccJVFg%TgkzJ-fVIUOzdS&+_5`As$f8 z;BvS65gDr~cZ!1lP15xs@}nWM^pUo0y%@H(FMoJ@JbU=V&rjyp|AKq^Vy|aB98G)M zy`B!E30%K0WGz#$nWO8%69*Bdk_|oHbSOyGwh7=Q`GXAdQa!G=&4_%M_vG-3a-Y(m>5 zFA7-Wp<*$)!LJDwPkK0L34B&`Ta3C$9f1A}UOxbNjRl;I(yE$`sS!w^WL(_Qh{@p) z`B%)zs*uge$$%Q>;}{|lp_h)q2A+?lyv|L>ZO2{r16(xWAS4c|6q{@+PJ6g08&+f) z&Wu}=9zDaGQ{XRb;+&v&vL>73qq!g|@XIqz@*CsV+<#R@3Hk&ogT-g|WSAO;3_~7l+ zv#J1qLJBzV*qkHRvyn`Ra`eH+d2ls2I5dhF>jMLkPqTr)Mhn*1YG$NjKDO!c4@bN0 zEz|FdM<{)_!f3n5gvlphc->|Z!5x6d)QhSWi$Wb(Uap>7njyDS|}*-D8q`8 zIJG^2biwQ9DI2sgtFe<0ACFo2xOy<{)vU_<*OhR}GynAA(dS?8zi091dp$g_p$`B^T2=i(4NmE1NM{ z%4@hvQ*t!w*obKHf+*1`FYc=14D0{?`}=F&TlTMPl#+yZjv$DznUO>d(MdV6nkuG> zr3#!tjI4r;Gf7M9io!vLABX8n7<^-0lTIOhn#ld}{+1Z^^UZD5jv0kcJ0bVMybs4gj88;dk~S2DaXhfOLP*y2y1anK1(At+ zbNC(#6+9YbMJ%@W&j!=c$?>nvXk)U#_^G}4_;y)JMmC_{fysj3 z&%In6+Y+&jJNxtbeDSE;M7DPYxp6cevOk7eDi1|*vy!8;lqbJ6#m?8D61*7PAHdqZ z2`83Vx@>G!sv$lKdCP;)9ZG2J9OTp1$umfdUO#-%e;6v|3?SU`C>0VqOJgPMcDe#C zzu)D!z1A`5c>i>^z>BNXd3S9C;AY>?a{7sI5 z(0Ea;kmBI85f2gE{-7(PboY=Bi>PG=QO|O_95xOClkSYn?fG^>Z(E>EQC)EP%4#s0 zHRQ3vd+D9!ab_K9KG|I2fmZ0MRk1#v_P3giy@SbgcJ^%9bttf?G1|MmuDRVE)?2-L zvuQSwB3;gd4l6+Y!O0ESfu$8V4Wx5Aorgu@G?O^{_4DrV)2rPn|L*+!^>3MO+iM~N z-I*!I!n9a1CbLYT3_vcHoEeQ`WpRA=!}C`MPp2=TRTw=!GPBiLt5&YV17B;Xx?Ey- zCCwT!U$H}N;DBc%?1r0NT8!cmBBa3!k>xp}D=F+I%mz_Y`@=9hWaNxoQOR}^%&PF( zXdm}|q0V&o$&+l%nxyL89jT>vI@xjk-P6vC%bjPR7NcH-*+}@~wrbpGuVwR+(;e_T zb&aD7`7{+5Dst1mZijM?4zpNDLWsRDX2u0Rhb417tiT+Kjg0r0Y`MK(Gea5NGZmqG zPV-DTmF_8F-b#7SpI={{onAhCcxg?gl3GP9H9(y(H+Y@9?R2HoaPV%>b;pC}$4X#; z9QvI`uQPgk@c^6G`ft}SzPw!bu%6`pQO|;?ZP1+r!#oDWG`I-Nd@v1xk^v7P+()EB zvJcl1n01lX9s-MoVHYzjZY={a#lc*Q@&z|RDw&94@Her#<^qUl@HajbAAoAdSv$BULTI3u!blHn18NuSgB!Jeb69~&#t{a& zk|69HUN7V%BW%=tICv?xYu466vwE62#~sX8qh^jerOdR(C}~MB^-)tuWO-SyzyCNd z8JCBPk~Gk=dza1jY;0y_Wv5daoD6qnu|DHo0Np=vB)A9Rnm)mT2qZ)x^|L{c7FZkXz}({ew}ZPwykDV69SCnPS{hi zfFmZVauE%jPe%lreptcl;b_v&))w=&2E&Gc*fzjbf?MWcGlUCQ;A0F3kH}`s8N@*{ zZfhZ;$YfGTo8;BRPF}%flp67hYB8r(wr9yze2;yg6%b8DNd}d!myncP%)!*VR*rfq zql3fCSv)arr;M(}Yg&m5WtvaU&X0$)CuhTAYSZa*dzfSwmiJ}1eJz0pvMRDUS&0Nz z*Z6d(de33=-bF%3sseurMZ`+j?$pKRWNZy#heSssjVT9P)^c?i4&}>3Iax9*v2?Rq zY&99D7_NN!arx}g!>4e~+G(d!)gs0;z-u8c`)|M9>0+7aozds~Do$nBZt>0Iv-2_h zR=OV^ArUi}eDwSIFMnNuf0TdPwVI2?sD62Bi*b-Ez?h$sAs~a40T-1l4N3wIdC&|B z$Uwp8$C?JH00I^wyhYbdAyx+)8EJ&T3Ibr$KqQbvb+lZ}!UT(jC>LE9(*Qc{4V{4Y z30N0pOx&8#9=z}(Ar*{S_eLoRzzg#Otoq3WaihzHOqxsw_&<;}e8!s-d2kf?)MN_5 z;ENfewk2rwddV~mq3lkjfhXj%o(Pq~u9b*UUUw`WTa`09Zt66cbM;?coj!kR@orY_ z2=$Bi*8F5(aIt!C@1)mC_u92Gbc@v{&6}g{U~g}$xwX5;bdhf1u`X7w3LXNH@h~Thap?OY7UK{Paop!qx<;H;`RQ! z!A$c>h5}VBo*MpadvR~o<%0}*5XtvNZfR;dShbJ_+1>90% zqr|R;Nh<|F0e8S8-64UQfm9iB#ev|Fd>cuz5gkL!3(r{;A)aUO;>AJ-c^iCdFx%ol zh+q&XU9@fdMKq6Su0$*bU<~z16uG3^!UY;o7|inU5+XDkKnHv{>GdU(kte#*8P}`< zEXyGL3A650#hEqIPMkBB^jvw9uTpOOf>VV@rj^$!L5vhPYoTA|}NK+E(u42D&+Cn4@y7uEY*g{2`3sTB zj7^-WH28usafd))1*i2<&wa0Uxt#7zN9E%Fi_>LqBHho_6@(yqpzA6R^w|0)4DFpZ z;XJgleANjs<=uW%Utpi?y!pJ6W;Pl>|M>79SN;cy0BvI27%$p`vFSxK^(v7)s6pwc=Z;ATE491$?T!VJIQhKG*tQeg@JST7DwpufNQCtJm8sy_t zAf4^wWheRMvs0YILGnabV{3a;sicN?J{olu}lRW<*$ci77UU_^DWy zk)jMOf(Yd~Ah)c*vuWIp&|yBJvH12u!7CxQmR41m6!2L|hl~xzH)1B2;eiYkgcz>d zXm82|9jX1ISu>`iP&6q}tUu^UdZduT$gv2URYVPTM`c-;6kZW!SQk>k_B%f)0a1t8hZQIcLgdwOuW z<5`Wn?}~eaMxrpv!VlNYmFgj`rXwIR6r;poT3z(G+V*fq$!8JPIbv)Faa2FgMgpIpn&lUdm3>vM3 zH&FAc&u1ZqD-`qiGFh#tu_-a?XXs$6D_3|c&B6bs$jQ}=TFgfgIp#;kHMdi*@lvbH zC5l-gjR0xBkWkqys{$dEA<9*8L4qK6p5jF=s3g;X<3*9-(yEpf^I|SlNW*GJOv54* zdm0Cuhfp#eqeFZUfk?;)#~o)H#_&R#gJT%tsDa1<-5~DqDT;E6d?xgwJgUvRRkd2G zHqD+!M?Q$6K%VRq@d@rPLEnh(kG;Tt}67*ebmH z^3&E}Z(#MWU$+x$A-m-A8NE$Gx8~a_2j(-$<5?phw(T9#?mDkMj4!8zt|>QOGGyuB+Dk-6ieT-7AY5d1rI-NG-cW!Vh>8I#E!HyV8i6kW)grlR zu)~Fb7pD#=RMK>B`YtLJ4VM4}s9Y3z4F0+(S~4l1wr_|CxaA>A3Nlc#k0JgTzlIkB zTKG-bf?>mJl87AfS#LB8m^MN%S^$iO;s$R-3Y?6_Mh|FgNEkO&qzHthP)5LUlngMl zl1&O_Rpc_oaxRz8C(8we&j}#LWG1C9VGfWW6rijC z=j@~?B#Ic1vuRlZiYbM~1nhkIj3BDK z2&KLzc?Ay7Q>x0!_d1eWJq5PX}P2UK!SH1qA45v-d&7_31c1pluOI7wnex&M7wOwP}nfdJJ%zr;S@VZuU`rI zs|Q^5vDM#tJn0x#H>Lzj>Vw_AL2JA82u7Ch5J7e&h2w1KIwAK! z9tuWZc>Kj#s1%|R5mIv$GB!2L4#37xW%%OBmKGtJU6cHWX?cNIz3#6ge-T@D)koL^$hkD0w!9r#~X+;Q5Y8 z3iwGik)g9mRxNTdjJp_RRZ-?7kijyq1{3LY5_3nPkVDTd=2cea^IB2OsriiFZWNm7 z{rdK_pqA>LgT~2BV00DKldk1CjV&#!+_&lRoa9?Yp+{)%YilMe!AC-?n<^dQHox8~P+{I|sE5slzSS}Lmf7ewjph*XTtjQC zWab9>WVfU=BO;fBJu$eI$qsib=n1W^6|O1UT{Tjl?-&7dz9rR;pZxNm93OX|etQ1- zjl7wNg*wk0ond$0p5!8NQ4^?{vs@Z)uQBnC(=zoUTGF(U9e^;*W5-q$Cu;*CUKo z6GSD)Wm0TRbyCPz$s;OBhF`yy2KuFY3al(<68S-{jr1?s-05d(Lb29pC;d`6YKsdh zuF~t3M#JC?xzSgV=~P!Utkz$23#AZ|>lI+vZ}N%MJa6#L=d2a5t?0x^Vo;2ox!BjDFz^^ca~dnGS1Jt!d-{s{s4~$UM>y|9nsct2FbfD ztR0uhY^p!CSYLc#Nu~P3-Co+NEq97_s|BNB-6#~w<>ubpcdu8;mYwOXWhtxEF753n z^}7H_iRPMm-~F{LSH~|ph$95BzI^yotdU&1)&1A=_g_{vlm5hDUbjZWS$AkaHjzYt z8Up`BsK+QYVA63T|KA)M%{Gowg$9QrY+3-XEL`-&QMAyMlXi-ojg&5a3bQFNS5z!Y z7Zpr8FoC;J&3GS7yr|ckM8B9DqblLjh#v!xupn#@&`T3ukZ4%^AcrNZ8o?0ApFLsMXeQKDQ*|=kZ z_1c?u2HQIm!>BDnbamNXT1IoX-L8(Z0X~I+J6ptmHN{smMZKIY!#^a&X&JwWxSV21 zOJuVZUeh!6x|A{y#a7_Wx-@BZO69Iuf_qMSY~<7VJhf)G_bO(dsSfHbOBSqJDe)cb z`^{bAbSfdE;>uFEOl}Ilm0qxN#{6%&W zf=|4^F?G}z<72bkpZc@AC96N%8Vu~Vz@5H%vNP?BQZ}0>C~O(bo$y-P8TYHjMQ4$r zV{Ut}V#&Ck?Ce?Vawy!A-L$uSa8kOD2Vkq@Os2%ug9BRWl)${gxHibfaK;{=ZXYtV zAMA~{w}3NQd2TA`Qu59N{K>Be!<*tZ!AOm%pX<^K8d^*?8KfCLxhTrIB%wTrnQJQ~BuAvumMB7wkmh|Qrn z$H@<_dqh9v?KSOdpmTY53-_bV3pHMW6!7cvgjrG#aU)8TsmFp{QwP zydnTd%f(4OVXaz0E4JoZQc@lCn1DWws}^!or>5Ju$k_A0tMc4&tbMoxe-K0vka^S zHt-0G39?#JQj{f+Z|C={#XFYH8uiZ3kX^%=6$-4@2SWgB4~NSqP2d+|aq#?QBeqrE zb5v&f-JQwQC{*>W?R)p5_r|B)Y^BhnJ+=oc=B&xM6M?j!3%Pxv+G!tu;t!&#sruL= zSVV`ERE@}b>u&nlIpcPF!a4qy9Z1vpxWv`+qBlj{!UIBU2qk!PmyLww3*AA@{d%l^ zF);x7mAAz*hq$>?q5n*eQ=-VG*Anw1bG{dh7srk}-`MDNzdLxZc#@Ai$Tp8khnHJj zE7!jG#CVg`ed`~u-+f4aC8St(S=V6h+I!Xs!_5+uHz!8%zXXX-L*=4s(Sc(jn1=x0 zrh~+fAFLy>ze(cZPGPKt-D8k}PMlOOiIBjR&VOV#fMkhK7XSmk%|w9%h5=nVhBQ_W zP+2r&9IcZ@?WXw>?JX+XPfT@vvT)~>d>=lbF+q~ z*Rxbq3zihSFC;Z!sv;NIRb%VkDsqzow-V};^~{AXC;f$7BwI^smdJmfO&7&nESplr za;s$yyV`bPo{?lc&TaZ(O^&SNg1=)jeivhXN1w#wvOCq73FiKy9Z_rB?Hnxxk}jVx zPzK;$yA+CI2E@9&;I zdU~>0E+0R_^OG0#p0yLhH8 z4&S>&4Ey!dzy0*nr^YQlk~BZ+nyLedA!cJ7jVl5;j-^rw66FkY(kRw|7?zDVG?2JY zW8qMWi*_~&H#V?q@PfWEhQ?$7Xbiamz}16EJoRtdC6EKOPnct3p+n`}D9&$2V9W&& zMxs#BJF%f*WPsq2>|{h>L)}aZM5c?M0VD=p0~vmyhlH&N$Tv(2u;4_4M%5GHV;EHN z%|zm_ECI-7^vxJfA_N!)!{LvQv0f&cmvhy8I4b6yt3g^}Y^*hWlx1y_*>ZY#-nU5^ z^@Ny~9Jp!_o859Uy-veZAx0U~a=xr`fJ&L~S6qx1gCn}3@x)oY&=pNv0JYYbADn0J zfU(mRE@M*+-3j+A4xW&UKmYvljF>1=-J)qIrV);F z0GQx6Yj$!P>+mtF+DVb7J@A4;Tzmq0LuYa+_?fjw@0*>g$<=m^))u(0H$nlQyR;qV zJKeP2ozm*=@a%doccOM+$ajp13*Rf3C{c=OWtZ0zupRU6WkE_6wffPbk<4sYwtw3R z&GRK?UiJky?ZY{aLX){x_w~ECs9vQMlhI%TzP0kfa=!5ZNxSjBRph#53y;01r?_SI zy5|?;ZqOcnuwbq}%!1G=c7r*a11Y>PKO6pG-eEFSG({*E!+*>H!J*#_Wg8kZVq>?M&;nm zm%>Jpd2smm>ra1%oM1_ZtpIj2tkY=kUxY z$^fdw049*q1sw*64Ku9|i$A7cavpRea>QHsH{r^M97qsm0_q05CBrjXFG-_9$Hgp- z?XA)Y`=;sA_n{E)r6TL!eYFXxw?BE1s+{I{R~{qNttTy_?=$lc3*9bn+_%7D|HYS9&Ici3a__bnIV3A)DLJ| zls)Lp96JO0R`W@(6Q~cTFJ2eyVWnhjZ7+Pt`VNL|se~BgiwBPu1rOVrw|bOHnWN_& zeGb>l@qho<;bgmhb(*nOLtbZf8@4RbY=-N8e5Jr&(_2%P7Yr1RXunHP>$%tg)))p+ROiP6-776J=ajDjKcIRq9V1YHWEvs;H zxp@A=)ywPS*H8La=(?}ZPL3X(n&n2pZT|4cI=YzpO4*N@l@;rIX1gHy4i|x9`PhoBHSV^?#?nv&V{UxIHHjW=N-aP-u)mOHm$-1WO}}3WD<4{e} zc;>rrfG{*oKm+&)IGq3r09ZykE}Au2@Gx*7IE@I)Zi0G96Za8;P0SncgGxi`0zmWL zn1d430-wu=iNsTFd6K<$ej^-627X$;dGmhf?BlBZWD5oeoy=yM zucRD?VE1Vg1A5d#gqdi@Xj*NL8Z!_}F(nXzPnJC^`7@oZ5$njL{jSQap=fgR_;~ta zxb>Hf%ZrZib+f^E!kgw$;pzU9M9WO_GJ6m z@5t!6aaqjEC94#4CV96ZFhL>wcrp+JVW%*VUEkl;C)5TVQky-HSYbu=r^kJxeqiR} zLMRh%h{-{6`eM0U9=?8gUTKE1Q>2n-+tJ?f>T4elS_u1MGZxHgMy(*vE5j8Pi~&-NE8lj=enK!;|3M3UJ=%kJ6{Q$4$(*H>uJE|()e@!6pHtL#=&VaPyT zqS-X8gSG)Z2OsY!(e$SB!_j$W|MF_rJXpSc`Pg`J{_^PJ%-5*J>$69f$B$kQyli|_ zPp(~DRaZA8(c|%X*KPHa#Q}mY3}bisN8Us6E8|~Zzy17*N=2Jjt6V~Y@B=-ULggal z1{@l!n^JUA4I|DcA|S*PKD!jA2x2vc12(vAVW1(f0SXUp2`ELB7UKR0SbzsTN)I?c zns5vtDvJ8XbOB|GA7ST$$sI;wAhiTwhn zxsmq0-*ee`G~G|QucoKh6~EZrYOyZag=x!P=o^$vnj2eXj*BQg?GDZ-@$ibmg&pq1 zUO2r=8E;^A7)lzIDqko}0ee|oqps8fqsg1|eR`VDKRv7#Bd*o*OxOsg*gQSAKpe|e z-Dn6@EZ|$^c9)Zt>21$Ffu8p#hhQ;~7D8mGp5XepKF>LP!D=OAu;RO!&4V$H9uFk! zMURF~>{c{Aih;bmGn0>w}%;n>LiS z^@o)e`H6MQ7UygsS70^LTkh@d?e3V?_U;cSE2XH5`|{(fKU=r%)AJdyE7;g|GOfJ9}%Wp1^uwfMq_oNrgR3D44s9jWqdt zCR_|`ZURl*gjBveuZX>@f4v%JoTe#epshygx=@!qY7UEC+Fg$@t81d!s%LV!75?&b zL$}dD5ENI?%Tw0|MKrY ze=}E{588#pgLwhR?CZG#A;}ayy5`-{3ZZ^;`$#cxAJ*AgV3B0OMEGeb2H%Uj`)wg> z#qIafbBJdS+0yB9w>=W@NZ->$2784ll{?+&x;QNC3%Jr2>ac%vVf2ay+*~5;in%GA z**urk)!9XL`Rzl`E+j@fm#>zIL#;Y{FICvc`rJxNg`kp6=!PPXVV&2> zXW7su{XjCWXisv}?T|Pa(|>oQM>g=V@!K6RgdfeD^zHBcsYlP=pFR4ceJ=n(d&nFX zqsXE5)5@e@S5Hf1_Ehp^g-+Pj$JZ}jJ$-um;_~Xr^NX#W^XKR12S-zZpQk?VUR}NI zd$>$`H??BCQ`cAN+-Arb-eim0>+p~^%nqHkuRr~>zZMF;-lc%pG8~aO zGEi)$hzTN{ycC>1TUtto2Z^<^RFO6UOu`jN8r_5{WNuHN z{m*}Y`Sf4^{XTT-jw{y$6S{cdi>xO^Q>^Rlvfm?Cw3GleYb$Fuj71*C(IQUDLxEHo zS|%a&Rk~hDVyL;_pG=R>XMJn*aDH%AwMD4C1k(G$L468kcYK|h>YG64GTI6Gom3^|1U_@1m0WT7xY!?f?uSpeiflR`j66Br-afyc ze}kvtW{8`ZN|K2LX<^!HDi?JD$`>VC7yJ>ZZC+eHe)eSkG+@v@<5 zDe2wCUtgW?`FY)O`TRln*?C}9lDvMe)166X-6t(KyS+aef7Y{f)u4a=`0>-PD>44{ zNzewNV>|Dg$Q=!TT{K;Azz}`JIgGfFF$A%vg@|(#LCD~!3r#GJcW(5$ zXo(m-(SUJThWiCP{sHvf)G2x?*~y5|5ru{_B=iK{k?0#R1rv4x_%A32(7muGC5civ z^t~xpSb-9*i~tDGOA=5F5O5e@QUp^lM7)To#P|>a%|=v`p6ZF~Ze>~wIwMXx0vn5} zL^B(ed&ZtQ7NsuRGDy z9(=>4ipQrg9@pNC9qyXJn%RwmsIQb@)3Anl&>n$44$+E~F^xd4G|-S$=AvW-uWLdn z?+{-8_S?Vz{PfSC*I;%$D@C<=#pd1|1F-c~=51-WrF9`Ecen!-IdJ=K_u9&=U~)_!SYt{FY z#M>{)cEQYLg+w~(t#t;k&Mes8Cft#B8Wv=F8!YjpUX0nnT{xdKjn>|etUTau{pDW& zx!>i7Ex4;au3<+~Q%nuv$9qjK$OhC%C(Rby>C3C9&#r!WdbxbO*oV&T^5XHsM}kP;XW zXqZn0;QI-G{u|d1T!s=CJHWmKy(RK4QjMfb64fFqolv}_h_R&s9m7Bojkrj|C7MV= zp`m06iH3jNv{v%bq;AQeh2|ai!DN7(SU|=ATT?RXhU(kCubPdTGqhtIc_ zf3R%p6*!hQETh`p%@v0!x}2}HN>xp$m|ViaLm#zxI>{M0&-sRnWMw^2S&Q+e774%j zd+qT&N;f^-C`C(o#Qu&E?bMWMF%ndbx{Lke zH$Gp^)gfJt-%IT|-Cs8j=2oF6ML>}ni!4Hqy>fopuZ_A6IPz7*WGes#I@_|)1r z`Dd>dkKZ5A9wF5H{Jqmmx@@p8aQZziHErx}cUrip+8uvbwl*Z6|F`!SzwHITQQz%3 zdV#o@RANw@#^J9E^$jRA01YfU1BIw-@M=N?dmB_)aMlHu5KThmLg9f=5i1eQ3dD*5 z)CBq|1u+BRc5l?@Al5*nf!{@xBvv{M$3ZZ*1SrE==7iPWO=~4gFq}rcSkK_7(Z}5Izpk}~?iM2TZ30NK3%Hv6X~|7X#f*_Ouj`qE*MEEat5BSc zte>(QHsn?WypinDK#YJ8)&|DR>?1oJhC!u9I@xpOuAW}KdPHjW5?%D{VE^=Tmp@3h zocXs;mRA?Mu4INWb2cyK@VT&TvMe?=$~>Jl{N`+TcJRYd=zhv;|NYIAf4sWo%)V_^ zkuU|#4aQx>J~K*OhDr>E3{gZ;!NLXe0tShAk_^NUkR@Y8XO1falrD$~B3?iVlOQv4 zg9@KUa*9sYG@xT>!YD&RdXeslp#i%bDjQ7~&P#}!1O<#dY!X!oUIK>uL<>d|rN|Y9 z`~Pomq}P&FjLx z_RMbY&d$#6?ECJ{JOAgG{rAlFS3YLbeLQu}bDocE?6XdLW2Ie_L#|FM6sZncYG5;8 z7P?1jX_d1S#h8n)#@76*oD<{LxX@dJO}wY%q0M@%W^9VN2E)G)u9T%}3xR))3gog$ zT*)%i!!HhsZ*T8Def!fNN4hbY(4X;{B}J*?tgLn#vwX8% zPNpk-m`x6hM$c(m*81I&&wn;HYW}Ys)w5n}I{Viz+KR1L@8#rFN$a-dgpu<_TXn6~ z;7hj1gms0)Mjo37Uix7SCkZzWqR8WeR#po0ij2qxW>-D(PV4EGRvQ_mdU4&Y>~Y0% zimD?VuONBZu37K24SM;J-IuZkU2@@Q?}9qgTUsr42yxQM=#Cwzo5soEG7La-i9`Tx>hL4s`@+neR4%HSoS9Me)x%t_QY*^V zbvBhac%p7nMcc8&vYB!fik`5XahC>1Fl#e)3p~S=So%QE&3Q$lTuMB&ZLY7(%)Fjf zYOFY(=Hz9ct>*Qtrpv_cfNC|uk)b~LS_yM>cSY&(%lRS`t=2^Sd z#G~L|$M@%3ec|J)<2V2QbzIo?XWJ0qypLfc@w!qhtffh z!kFp;Bw%Kt0i|l~y~>7--Z@Xq9GjN@;enx?{QQsZlD*J3IfR<&&4!T4sGK~kDwDQd zUmo`+j@=87}CPIGN9deu)i&`q#ZApq=$eU)X5(fSeTJWQ??;9h%5p^Xh zOH1b$#$n$=1)(Rx4MTsj($Z{8cHeEa>UkM}>_ zuBhzY{TDcJlTjDs8&oaB!lMMx7!-k^+@R@(kukwg4CGevuowYl*T-T~U?8Mqi03#E z0WXvim{l1-TNrN%&IObJEs-!4QH3bc2ec9G6cq>E4t@exJ>tBC?Fvl{MNFEr4@QS@ zD0`rc0S&{v0CF$x4cJ}C`HYMNpq4`~h?2!e0HGnJOisgu{)?XnEB%|cN3u#v~Wg3xOiGdFpWMsMeS0&D<6pkjvx#;Fre&;dc>_A@)9qai7J<3J7 zguY+gq(a$%cdM~h%U4eM9(*5@P%laeu;kkKR5efFe zFx)Y>HAcPs>BYhP-~ab3%4vGSXpSrbCE3Rwcic=?Gk5UbPQVO6%IJ-@D)&uorz5R+ zS*ykz)$K?hgR%d1(e0qU`tY2u6%X2G*Q~ZLicehSy#^jRq2Z|7CY5`Qv?|QxP!}KT!W*)b+M$u_L+6FFjXL< zF2NeWZzL23OaM`m8%$2Ys zl%N4|1YGS_#!aa#9kQm{l_!+T;Q2s94Y)X0wg6Lt#1;k3KwvXgN|kQz7h<*SSF7n@ zGcWKN5SD{ytxdTkFx1^Ii(O9NZtO;akM*7KR$w(;sB6-i`%tE6WotX&Dzs{OpAM6x#eXtLwn%@3&rwrO$dN3^)^6JcD8ggqS z^omLD?8EpJCZWzi5ax9@KjQA#Fzx4x5+lbWd;sa&GGp)Uv`)%f(5G+DUh|A4VrlB2 zPV!QYc7Lhv}9~fh;Bqt$PkmGVOZj9n@U+q-RUe1pWcBZEn zb7Zoe<~;5?HTv_j!^^|n0HYi9FD+%izvi9TKBX8V;t)(HDZ<17cMOUwg6a}`{%|~;CLuoH;oves!BYjUQV^rT zF3}H>0pZ_}QX>y4R3)HY(sl{=1|61w1vsXm{i2w`w!!=1G)CSRumO=vV4}d|4L}0X zuaOa%upIFX4HqDUA6*ykiqa($GRm3|9sr-A*#a`ds1Sz#HEfSb-}VKogLO~3QEAUk zUrE&u_C&xhch&H;UFnB63a|yYZbtN`#N|tT6nlN^_SjpnRL+0z=&&i9IP zI`e+cfA>Sl>O|uRMmIt0i--_^WQ$BZ4YSHvg;T(~KHV7&lg@@-tzJyq{A#j&&Iv|8cbXb^@VG0JT z48C`yIsbRS1<{joVJLo zV%o*k1-HkcUz>ab8QplRk^S`GD(DU~ya&tO+#?09Vch(#D0g)OWq9wWvr*AE8%qN(r9 z(#3;8cXk@_IAEdfrQFd_)@;F|kxn(H-6ka{HR$xIQmJGh&FkuZaeZ_1^3}oR`0{>U zobdT#C7ykLd;a{z;dk*uyj)-M&fBgnKaT zS}^wi@3b@?`TxJ`LiGlK7HO53Vev11j_DR0GW>$f6(B&6Zb~GV7#U!ni>?cK4^dH| zjEO*vl(ir92=H`agM(cSAlk#cfH{w#y1*tdJYaMP2C&bO()E_QKFhS9s~%sZ{IYj5 zL}9>+9JxG956zj2x-5ZYT54cI`c>Q4sr3Ej(z`t^1B`ESIXi2w`-iwxgfo_SQB1ft zTUXPPUf2X^7qdo_(}VfJ`RELO)ny&1w=AZu5r-`y$YExe{4~9hTHwDq_uXADtl$x8xQ6=o!?6&ng^vqslX!}!*D}T zww>FEcw&f)4Z~+R5QlEi0HHt#Me;JAAQq+F>B0G7a?w{NuU@jp?|TS9Sr00jDkl>( zr_fL?dmyWCef(6~%4<@@%^K!K+UauGZQd>KBc!9l9So*(MLd^EdDA~JrgL~<9WG}5 zvJYO~-k6v1L>#bC6LRo+&JT|o(O|Ca%YE z5Ck}YO&Me+l#9@F0pXIV7Q{!iZ2<}R&LbB%Zn`aa zXe^j*5dCkTW^)xi=;N43T02?{<~J$t>3!7jrCdkH+cPt>|GFzTYjs9=+GzSp=7o{p zE`Eg}o*}?fqMLNjlJB3V{cZ6K&w=>le?Lf9YtvY0Lr=jnbmR&wRT+WaD z&@>0vl`5MqVC5>EJlWWkPe+G&ZE63!PZc|bAWq%UU>P6MH*>LRIV;lHHceljFs8Up z!|o|+r&19YAMx8WwMdeSd6i@?BD;kUa{5j$y1q<3r=OiO&whV)GfHndtGb$US-fFJ zD#@~6Gxg$6RXWH;x7N4l>cP;p9<{pGm%n!Z&UY}ehF!reDph`d(I}Xyr@?@fuT6|S z6A&u46Z|a_%rccVoA6T;;V7g_v7!vm>{Q$^L?is>^mKms_Qm;hcV~P4`q|!bO_dBf z1y}j`xi&3s`rWI|#r$B^8i6j&FSvLXZunHPGj0`%^Y;lgOg%aJGyI{c&B5Iwx`B=h z`yLpGu!#t~E}#d-cmS*c1O_|)5kM;}H4dGni@Pgb+ zz%g=kAZ?g%ZwSvERq7A82zp5>)^87iTuNXEt+=@+n?0oEu#&lIo@NhgmZakF@?FmB zKAf*y{*^89yuT#JV)l5waxx3QIMt?W-0d25*raK;Y}Qi=p=|2?`L#G4c8FFlT5Tpd z#js0mo817_4{qbyRj0sJLCBdlC-k%Z8*y^twIu%?3qT}gP@Cm&zbi6X@6|1 zFRH}&q(oCh+#;TW$F*)2YR4JI!+Co9 zuWx3?KAgguny2yhG*P+Kt+pqTuQ}iL`HhAU2Q$6NWgzw&Xd+d#zzY$S)sP1VfW}0P zGwwvXUDqR3Dh|I2gbCNi{Pg+!<@9FzYVV}mJiR=b4||$WNoIO`z1g|rp4sqOmc^Y{ zy5mU@&-+lylLW58M1PlV^@_sD-EKDMqU*oB{O%v7bN}7)zDwjPf@8vY=&-&Dhxp~fpYfXq<|3@0{|)-Z^ZXdpTSDN^-%0?lrE{0IIgbwj)z{>^r7zjRry2&feag$dRO?v8?%#=aiC|40cR)Gsby^-0;uzIv) zRGFlfMyy#O$CfHpIUn7zXF))g1u+W)eSc8NWatdbKmrkU1~*v+5wjS67@qsg#bzU` zA+O(?2OZG)Rji$akODd^!|quBsscrW%V|}hlv-)+=!$hkmD#VAq|4%>c#k{AxgA`& zv*PpWd@QIslA;IJ(_TJTmfd=1P*aEHqDr}CJHeHC%2micO++Gbd)Pb5!f-MDc`zFR z0Q>#CKTK*GZd7H|t4^o0YA2Qsa6`59l07|0I8kfp&CKuT~I+QGmUzp7a&NK_}zJASUOBom!FeOI(z`XukjHntd_6GcGjO z&b#YLW2}W-UclVm?|%Ag+N`LiDO2f2V{)GGQpQ@$8b*GY&kjaxp;uy4VNPk(W--kr zK}o|_UNm8;cRauBo?I>tub*AbUmhIwa!Ludz_r@m?VP`VG+1|U2EMtOe}zACnA`^g zSisy&EH|k2RqgmslAYl!ho7#0_)+xs-h8re+i_&3f$c)k#qyxq$dI7%5V0pCi2maM z=whLblF&c2+Ay-y2;;u!!(J;?aP2@e=~0H$Wf*;*JC0AOcbgjuwD-vGx3SO9O~Y);xS( zH(3V>h)D>LK5u14`Ng^lOLurqF|^;aip1$y>@x;ar6Y=nayyf9Le=JETwZ%E4D5@F zIFV;XIV^bP*ftzu#^Trr!Wfhsp(Gi*prSgVg8%DZnvSRL(l%r`@e4L>j_ z-GQ9$-?G8<1R~%zD2%!E$8%x1DFI}1(w_Xenxq_C>G1jVCU))1B`RsHG5=6wyM?_Q zqix(?_jgL10Lo;&0b?iDXI7P(|1tjDea@|5HfD!kia$MemAQbdc|y)?8h@bb&HKIl zKvPfC&&@-5%;yvNqLG!tw1PPx=;S>i5VQ|cK~X75Zew=w!~2W$Wn|KvjUs9;O67Ys z_#cOTF?}{ZPzHMK_3KhtsZVz+AOIz-2?z+BIJbKJtaq#n$UP|3t7Tg7MrfIjDm~88 zozJhHPEX#RPOlbk&yRP;v-D|2rl)bEze$6|sIUt-9+j^>6MlB9?515d601y*N zAZ6&gC;@Ug4G|>(F*5Q3kVXF`Y8{e+0uYw?HP| zY-u1n63H5_zXUJCu0MY6kik zj>7mFNnPuP#UoYoZVTmd!k{LSN;~|v`l-dOORkti!2-N2Mxh(E+6Bs;sk=-6na@I_{aPW3< zbGCRVHpf={rTFwB^5vcQx)5g)wOd1ujSVkn+3;+91w+e~SinPp5C8{M9|CmKvuT{s zN1fK`>2qZghfh1~$KmaxsfcTdNC-xbMffMU+SK`tC;aK!<$`o z`+a9i7S}32esljn-cIk${Uq#9GCV87;!#2_FeU|(vzj1A{D5}_ACAH#eu2bK;r|8v zp<_`1WLWztoWiIOt`a2j0kAC%FWd-_1u`a(Ee)vd!@Ph(Bc4g9Xw10e?n?$&j0B|b zViLgp_`%}lVIIagI23_{BMAW{124QF@lFBg)d8Hr9SZY`F!KQgLe+Q-Sx;K}VYPHdJluU6AHiP3)0<971!)D%;hU@5QD`EZg^ z*Gd)eTuM!e)qT2RSOQF;A*s`m!bQUARIZC8-=jRc8lk&^5MM3g1RQpSyPAb6R@U9c zY|u!W3i6RSk}uk0d~;uzArx|U7W-~&{vwI=3vy_tWsw6tWQYF*RB zRiYAd3+93B32)k?jjVmm>le%pIPDv1GE=GB`EZmi@D&N=1GlTNoYF>blsB`Na5COE zPv$4jpIyxcSytoNBh#qrO&jdS!b`=!{B!3scx$+55GCw3bu&%%8vSW8e)@gW#WSwL zziw}TF_zeue^p&DCk5mO>nRY;5gq{|17SEqS4p6T2r3zIe+~ zcr;$o#8{u8x)@b41e1cr0!40V4>JPJ3uN^oix}nsTp@_VK1!Cr1rM|YG+lBqMq`F} zog5{wZ~+fRzx9yne(1eqCWv6P#iR>Z7vmJj83Y=`$B<4;4s2-Cy6JWbX2C~gJTlDW zLU&D7lJ39pse5!FlZmC>+-^c*pDZnn?$2|ueUqfH5$?NizE(HmrZW(s3pG(tXer8e zY6y-K)GfErYE&tgYUqZynB$WZ#I6?nc`TYyN~xAhK-)31=9;oI)6d6UDIdH?k`8-R zs^$`>hl0aHY0(HE=)t$Sz&h2w_5|Z{C7sozN`1Q)E%mxoLf1;Q{6g%_tMzJ>Pg^BFNg(fw-MP2HYTF5SiV+q0~2IHPe35nrov~4C(Q1~YAmk^SZ zZgh6W`-i*z$?)0W$lRYFbw`7-IW=`t=Uvk;)}LSsc17a~9ADHliZ&*ziAInjl3Et*%mKmGF`K=Ni?qhfR$yeE5hDLx6YqA*PO z?A(U*`nyRLn#)uqk%(Z=jrQe6Dh`T4f{Tcm!1#?hJG+>lw9Y0c7tdZ^9NwpRxU@)v z@l@YG`h3&vaWDPx{q+T$%RK&M+!fFJ6Dvya{i66PlQjQsSmI3h^~d+W|6#WDvG>!+ z5{oCPbOwa;1Zo)cMl@T<*h48)E2Una)9Kpim2 z;&Y+OiN6hcGi-5CqIg%#yLeq-uEk4%aCaXJM=%$Yk=Gk3>h@*BNJ&L5P#F))(r~-X zYe$onWIb%d*@bfl2I6L)E6tDYXRTUA6rGt&yuv!Yv>MLzyyYCsqm>3u`Pq7-L|2M+ z%C(|Y)u%qL*^pzPUU_2^CY~FFO02rc30Y&935OEV^=#V+McWfTVky;=(cD2nOqLs5 z`FgufkK&SB3x_TFI_C-{PG8!hHoKwH_z&5%gnKKEM_XJi8s=es)GEZbe6@m#=#nA= z-#Jc~R$01RkaS25)g3LLZS3q7y=l>qWEab~6usDR`rLE^*?_*a`c*ad?aj+wB>?xz zw3w}wi&aG%PV%O#WeVx0DvMb>+#Xr;dVGq<^})@D)7fOZt?R9NRd48>&S2N5)^#Ss zb@V3UXyZPAy4I8vlh*zZ@86w&Jo5Sszq{D`!%y#TJDo;1S9TjFJkd)=FKiP8k2cKs zogRz&{O-94f{AREYB@I(7wh?IHs!_Vi&LQrqo2G!oXw6-juz){&Y$nTIQ+p?l=V;( zajBKX=(AA3W!d5{^e?$kGyU76H>dib;W@VEzft0uTk5-l5x){tLMW!Dxe^ zLE?H1!Y#rC$Z$%u6R=+(>;%jY4`iDM4g&N#1?v8yS)Gw-GfhXKiv_fUE(7W1ZkRHcy9YkN4$brv^OyhopMU@Qf4|tb z{Je*@Azlj)IX=JBRP_*_sp;do9JH(j)#uyu(-~4-TAkeBSs%t;u0p?BD;6uGY1=dk zQpoDJ2T*QIYUuatopPaEZl7FV|8V!G+lYK0N$E44f?hG5|7zXoX?8oR)4!3z%~^%84zvn1v>XL~7UG`$h;w%uVppG0(ljHQ|7ML%vF7wz4P+1cgU#bR-FF@EvtrVvW$ zbZWk+*WOqXnRVBu`qnS!?CTH~a7Zk4BU*&%jw-dCUbKIA_Bo#J;h*lVe|j$q!%uhX zP@~aG8A(&XF$tys0t5bi7#_&P0LQ!tZYW^@4Di0eq6W4uh_=vtKQI?)&}GqsaWcml z7v)4M651&M$%K^iAfUumja-2N9{?G{6o7w8m^$8>INJb6fNw6cCoxfAKL%8Rl&alz7-_pa|YgX<9~ z%Z+YcPGKeCG+9b+ zVZ}*#IaUmcPN88knwr-1-k}z?Y-F`PbDV6vhU2eAHhN|^>vB76{4f_+dEcz47jv=D z_Tu1VVHPsc2=5Gm9=4mvPWEErs8%pWhdX{P+pj0W$>J$VI2aC6`c&bUB<)6zl=E~0Tcr^tBaeDm!31n+cxvon8j@w&Sum-y

6X?G1A_M;s(=AeZ!br@6PVRwaj?h0+rx+fvqoL0t7{!kY#fdCP2#+LM z0u43>dJL!vc>F(@kPZV{CzKnr^TrJ3~K!#e>ItrM~ z3lCNyI7ARNC0WV`rpi`Nv;>`Q_jL`KRqM46Z^U+@Qcr zwZ;1ri_zTEcKcDcE7Klt@0jHn_t7ma$2-kQuUQja8=lHeF^cK%AnEtTf5*JO`Q{IA zYZ=KI2sz?$C1${h^5fRVrYl^znuoSx@?b2b%xZ!=zWcbi()TKHKA`}d7Z_TKM}+mp zWR7p3km#US8h3$x^w3RM?*B z`d^l6tA78Mh$E?ei)`-Tc~w1ZDrh%SncmQRdj98H2?!tchws1n@O~*(|M2Z&3uH*J zK;|As-G}rOI6yyWdqB#;gOiD)-3t_O1rQi8A^^7~s4i~5q}d|l+6P28jLSKs!gvF? z=0JY^_zlnxaN#9D13?!s;Ua>a>{a;Y$G||=GWa_I-NkW?BFh)*7R8Iw_JY|p}Cy*%4nOVdMboEj3ox^F8duUZ)Tl2V%yP9W)PHV5skj zA(e4kLu5MDKR?O&BwKDT7eWpSvap$YvXq1PY;=53b49o$gt>gJkwn%`F^kxVaK`2a zDKP2E%nrU8hKvC>&TnaY*1HVXJ?PDX&|>od{Ve)<^8EHB0s}o)b+1|$#HKeBDN{aC zocWw_ua}`5IBG}N&x7SzU^Ttrbn>~p$R||=6z=>1r|4VAi}3ezTj7-Kx24aO4Zm>n zGYsebR2`;|apSPvJy6Vcdbc|K^Iw1ZgHWh=?72pzoT>ct*Pnm+zu#Uj!R8M9CmzCW zD(X#{O=op9pXHaN;>=tuOt#r|Xz%H-g#9T$EsqN$gg_Xo5EX=o68hb;Zz%_nW;va& zDCi;~Mw#s8`jhJ2a&g_hTDxok+|Tx!1{`p#@zalgxaw!GR63GO!2b;PBQX!F(?|31 z#f$T~$BEXF8Z^LS5O@`))?tLoF=@V*RQ7MKUq65L67<~HqnnePZ)4tao~uvKOVeG8 zvSQtMlW*crEwg`^EQvP`u{-?U#orZCEYf zqK2l6M=WX;i4tN2-8V>laG>*nrU!#A+0f8ffrJqgXBgR#I%PZz&|DC52u$n76_`}@ z12hKQ0d+~>12D<`7!3Sy(Iun@lp{{Jxa0Z(50D`Nn;C5J2(y7Gdr-inbRTN?|5q-K zM1U7?EGCLHGV0>LLgr`GE&c((fVS@|&GM{SQ(<3hj}N=~ir$;o<-*m`H~mr2Bj6Yu z8a86%-a%2xL|1o|$$U^%dV591==C&BpBiY`o(S$^IW}!*;4TY^kkjE!m*G?v&(qeF zAh$HG+78r9R;E`L9mAZN7s}ye%t5oUtV_+O+JpX@$a~kg0vb%%g9(=ddzY@mrx-6j z?<#@)xlR&>u}jr%*6F7`mi1am(1#P#$R*4~Q4jdh->W?~!kCA`6FWcpV@2YfL70+y zqlMG?s6XA+%SY$WZf`%{(<7(NozCUAZ6AO8-+%n)e|{(}QN9>n_sFcF5%5|aDe38M z&S$CY&F}KFxv|+RuTSB_w0*YiYmK&(cYH3LRtsT;jq62F5zh8iiI+p&T7J{-iNxdr z7btfT3^-hixTH}pS;l4x)G)AR&z-)1e>5oU>23?_;gIlEmV=>UTkr38jpNJb`lc&Q z(bItwR##M}k^@be7ljnBY2IfD2R=N$e06g9YJPckbz59&sIkWRpYpebQecU~DSN{< zyeWOX6^)2))t>UXP!~dev@oyhi$!aL4LZKRzx-E!C3W=O2?JwEk>l75yavdq3u&5w zK>>4bFcD3LM8r;kavmdLm85XNy`iE1<$b^xu!<4*fIwpC#CR(v0}KPiv5Anv@D{%d zlPq!ACF>Sg=A`3dX21g;O&SCTIFk|5?t{A+DidP`E*1dIKw!Y^fSnFa8co-Q2^ZWj zQn}dUJZ>NkKEE3pH!yaIw-esQ^{;b$=t{a>ptu*lHE2RM;o*9#_^(z#%fndcJIy zd8Qgc$0?WJ9=O+}Rx66dyuL^m$VUj`git-yxtcx6IK>hnw6fCS^Y zqf{3<30cp(1EO?ul3k5?{HtF*tNM03rru7M+FTAyGQRCjn6MTwjKr4M9|)m>z?lUX z&di}tZ*~v2pBmb9GJk#a?11>eh^CmOAs;Jic+oxA%I>-vyfu^iNR)Co= zXbYRq2aqm09YVHNZB*;C>WX*s3FY4YaQ}P+nbPBRm~qo-MYhx7UcWu*H;w7*SKX9_ z!?XGro^6 zh0Z@c{Q|Bfv|kU>aoP@3u$;MjIyY~>|H8*hTYvuh`OkNc^y$ssHl*oT$Jj)aB=^9d z6jGl!7&#bq!5~A7F6a~=wT#p!e@9VHLsko$6(c^2YY{AL;>Zv*Yt8qsuEZJSTs3Xby|z5Uf(L7fOYixwLNeD0cHN-&`No4>Mu2!)2oho_;KPsK~KQoR#TQ@kLgIIxVv*VnJ-i7ccIL$+A>5hi7~0`=!mw z=a;`ceq!7G5jT`<$?gT=QAt|aEh;=1&5oP*rvXovm*4#S=5IeOW%g&^SiD%!608Ke z0?DfZ;hfOTAEJS29@IyaE!Z~^B4r0X7mFCKYGht`$P5AL9FZi53I_iMr3>RnG*+^# zkqMVXP=i=bfG^U8@jXC-|6;xm?HOEj93CKj0EYp*Yy#*8h=h_%2>|^GUJNJ=)%-xz z#j=NK0etVE3v_l;$YiraCni7{4#eR?*S*#qraRL?uhN_BWt?TZ5>zdTXa!E<8QC7s z<8bVmNBZ0}p&e?X%ri+PH@e9N1y(ysR!(;++@?KDJFvwVqJ53kM4Ll+&ToAgVagH@ zazwc6ucrfs7BTmfRa?Ie5IZvu1@xY3@phGXQpaITD|e5kM@B+Q1+_$MGhN#L>ZD%C zQG&5!I4j6KZ3{c6g}Z8=mc-84;{3SC9CWv(X{`1nm#)c*(Tdvn-obDIBm10pYzrFR zOxqpWU_ck53Q!^)C3oN7E^dE#k&CChGrd&Gn%|slkM=8*CDg3nWrIWjnr)v}sOMMN z{p~j$jY!uU654f@2 z?{sJf&8hhrz!p&yrKDGl2gY}A7MG{RCd%XPO zFVxaXjoAvyoF~fJaXED+i-%{%pWiv4l>FlUr|VDmYaV0r-iD2Eo zlGD)8!E?Zcf&gXM&(MFNQ^N`us_r))bxI`!4|H19lBxMbN8H<3;axLzJ<>?VR5T=S zN|$SyL$CC%m}n>EYGt|@+hQ7193ajJf`xDnV@Y>3tXISUVrkYq!S|BFD(^R&i zm-7XND;2VtqLEbB_+DP-($y&3b#@QOMUWmMMW$IAatA>d&N++MhRpMV$vX^x?WM(U zj}+jNWm{Qt3@WguM(|Rek<+K!S+%O}UcFx2oNjc!65P;HyVw9iW_`(Wg?DCV&$@FX zyZwCrRGU`Q{j8-k%y=B?pqefBD`RI);f=6>)U9mf$@;3;D|>p8z_=x*eN~R()1^|Q zKkI~jnALr0n7-3Ww}?|rjw>I$yMOLCck52kpJgJV67eT#{mt=wVNT}H4$K2?1>p^? zVaO9j@}hwQOH@cC^7dTXH=UhczkGInd40V&e)Hm`y&9i)UOfNFXzkHoEz!5{(o5Fq z&A{AXJTBl^9uAL@K)@N!UtI1RKRk(v*6qLkaQ)L&cUXS&J>vvF7hRW5VbmqO1r#s_ z2e{zyNDjl83!*t@2QX^zsbZLC;ld9~E0zFc4{!sfUT_)VtB5lKxuFFS;e<*<-^H4S z`!It=3S%#rBv1guQy11EWT5Z{T(ErtoM0BaOe0J1BAEj%#DNTelE4C5j} zh>C7qVLs zxvJF)B_ppZ@`g*OQ^ZRlRgU{C_DVCsJMj8J{GyuP%+&;T&9h4&b#GICB51>*&_F+e&J9l<{oLhp1Ttx- zxCPt7LMLBP5DZ7hlE%Sy{L9Yf#k-61H@w3QdPofMw>*^yQ4UQD*z2>4o$kTDd3=4| zji2lO!`S+ui%7)ypuhu>>$;Og3J#|rI2uyG;;i;4f5GM7ZHW6`oe8C*BO$#E7XK zHZ(Wp2REu0?+c0<7!GK$fNzlpLHK3pyTtt&M!c}X!AHQ2l zA-h1<#qAg^mw;w|UkqgP2-YrL8_;jL3w_(`^okUK{ly^!cf2k;~DPF28w6dX~ z(@qtKx)hN$I+1%6Z3*s*6tZm@J?;9(KkG|gmd~yivzBBtwpupeeif24Q7fHZwUs*A zN@)lsIvY2(E0eJ7FoKm`E3m&oKH`h})|4*moeGWpE*;7A+>v?>C&UnwPUwqiI=y=y z-|(%L;wKRJ))^aR7?RtbkcpwgT+Com~wF551C*V&t8b0t_Tl3LDtvoEv-Y=w3 z^Q07*h&H1&c11kLo~6Wix0bH~h~W~DySK4tSL(Id?Td^1qo`^?Q|H+VJlS}3)>}{! z7Fi))9Ls#Ep1}``G582}4>Ch@C+%kaLe#^oe-`HhseC;46`ni3pwdpR$CAANpu8p5 zschX8;P5A;lYokIq4SrwFRq{8o?f54dUI)3vutiLZyjB$gVyrKlehm^D){vG+>%=s z9FZXJfKiwm!Khy=qi^1RTx2$AU-10r>+k+yY|1--^Fm5NQP^n-fq{eBSSAD!QxJw} zK{znr`U`tq4!5)zY{qCz?+;;rc)#UqGhq}dY152WUVHHHBIHA_YZ zLck%R5tuGe(&&{WAp*^lh=Z|)5eX&C(H=^dD1QN?5w0VtSd0uH3RcPCmUM3(`}`#VyvPuYdf zH~sy7M+j63TUg!VoO3g4#_V6WTkQ`&elncn)riV1t(-j#&@Rp!YM8;g1bcy2|lEzvi&|x;NW@tU7HFT7_u03p76(VgOBD={~(Q$91V)KL2AY zrax=bX+2}foBJ!l(AARh*>%~-bZSbeX2gSqOs|)m?mj(vfA;An7i^~ECEmsqQi^n< zJl}}NQ|Nu5{QD}~rS6%QXyw1(7QT9K%r~PcMULT#603$H<3XowW#1gkZmv2~I3)1C z(nySD0$P3oN-#sErIah7Mmq0qPOmOszF3^T8QjOUyf8kR?F=TpOwzU)y!q>LY59kr zqX};!=ytA6sBHQ z0_PY9kTAAOWJsXvLg5pQd%6G0*a49dBn;1fVx9mN66%^LBwz!HB`rdhG;&J=Y=EhO z`~&kbLU@E{F-Tx|tP&SpvUC9~z@dUn3cwgp=3&eSFdo9ZNstCuHNhyGIEaAQ2+$2^ z13m{4NZ=h1s*Lg{R5F6<;xOmcua}k*S~H7SZlIzTT^T|eT*0}%iCwXb<30EnM$F_hHYI_Up%5r8@jYNuk zIkSdqJ)3)+a;eFx*zs5U&8#a_gpwsDz%-$(8bWjA>+VFFEgx0y!OCkUlykU0RK}xO zAX=-Z!<0D3OhH#7n=ys4TkPemx;WKFeG^$0v}o1L!%J;zY_|1!w|Cr+J4NiM5w{Ux ztoq*7)57+5Go__D!u;do%@;3s2aWLR=J@WcY6r9vrakVJ7-YxsKu8kdtG73TQ7-5a z=JUOMs)E0y7Uxc#kJr7t=}mopE6p~HU?{ay5zD(c&`zIkBT<>%HR92Be(;L54vzN+ zv-$AQ!7|A1+~ln*8)gTSeoZe+eS?YI)^-&M^Z_|awclQu?Y(w?xXIlf9h|-?7I=3` zcF;ou1R>#^r&3+?Hr&*$N#{D)7sA3p>`d(U4QU*HabElq${0`M*{29nSo z#)bw@#}smVFfl~qFdKt1je}1U?!WMWCLX&qwgI$XtZYCEFvb!N1D>5I&mi7HS}{r( zE_e_D0z)8j2)qO8noJZA(=BXr$(Du>#5hctIw;5>f&eid;8*wvbX<%TPGT^ILMK}p z45`r4(XzeZF<>fY@TFnkB@XA+Z`0ZiOy@Yps;2$^weHM=(HNTSqr?WcNcjADGnrBS z)a)<6-kZbJL>{24sM$;$%kgmFVygOJI(%`mWmtl6yV*7XZ)ZkvTq>`MISCzSt?Kh- za=6F4DUZ+|Wy-2KZORop?T*UH z*Au&6|1@xkk^f&pWfL9cTuZefQr+mf_3q^}7iBMvNpe z-7rYS4d(`X=J5x8W%W6;`18y6e>+X>&EMt13Y-@b3~(@7f;1S>o%qUO!GIDDi+(7& zNxDRs2V}^CSp$vQ$iNQ(9q`V$6_c=&BrLB@A|{tQ(2yR^5ttcSpo;=mFUf ztwJYjt7O}y!lvJ^NOgf=+>PSu^QkqgBil}}h52SMmh!B~WnVE*%U&eeC)Vxt3?~E= z{Rv`inB&=buzL(!^DEKaXnQjU!&XJBWQrW~m@&@#C%@ljJ@$Y#RH3YinJwz{_V4<; zRcC-+7qh$XTAgqHc&i)yonj%1l!(KNivm(@yrHkM~D&-Gtw!Z^v`Pi`{HTx-l}@$#^>n%g2p% z9cr?@8@1nv1&dtB;#zwg8STgxhszmy;_{$%Zi?&Wmme9a*9E< zJSdBy2q&qGC>8hRySvwm%eQB*F6M|_P6)O0o6h0@bWg_<+x@4{Ov#0NDzU7Kv$nK7 z?h3n*MkM0kar$vVS(l1Ge|UZS&xpI<_}+a23>Q%nLR`XwmW82Tl9pgg3Zx;-!`>e* z3=B;(ye|$sj6-5i#D}I!Vk_}en22CUBLf0fE0Q{elEn^&$2$#QXW$Na16<)C;{lLB zy!P?V7-><}fC~s=jOZxQO@Wr-M_d;00R$`qz<|0$|3#a|bO9&GhkGxE4Zvym(r}Lm zpxE&ZrAv;%fP?j$-P2wYei7h^CiO{84C9sWLm);X9}PVIV!5e=f?$;f_2}l7Jtf;W z+%VA3gkUuv;#^>1J}U6d)AOf$2g6Z$$LrW~>*N}ya(bzeOXwKpgIibv#hJI;74j*Y zgP1z1La<)iWHw@@y-h~+v$|Bj$gRgn%u1R`#!7;aP09Td9SgBBglO0|Kl@@JJ6yC> z?FC?BHrsB5haE!*P8hENR(2oZ<+brp%g~Sc-NF3*$HM^Dqm2^yd#V6dN(`SJbF??M z=?WYT&FlNyMZ+5@LSF8LJB9->+XxZEpGGkM%rF{_<9S6WDv8PViB84S8GRJ@711fZ z!Gr3uYi4M)ki?~>a9Pt&&)r+r?RI?4Hv3ak(x=05BUspuH4XQ zMqR~i-4f*2EUg^_y#1v$K55R+pH@CAu{q~t>0`S%I~>S-E+YxSP|MhgFlxSquK>pZ zDV@wJYnA)^%eUum=ZnQSSkH&M+s{vD`>AlIvbHh)_Fs`Dj}H7jz+q$Yy3up}&`WIO zy*K*V-lvbZ7x#bv=cmQp$M&*NeOXEPL14g@83ZvHiJ<4kV^R=&U8pOO1We`yuu#Y~ z&Bum0cbp&$7_87BVGx9U3dk#s$2LkA>lC0}Tyb%Cz)%3njhDgxh4f#P?t?oc3OE{a z;Lt`6WdIpam=B&e7yt;*fvhALa0$LZN*YKRnR0PHBLYfU3arH0xKhIhv)Fb`>E!9vPmc z22nmWDe+c0wT>HYbn zHFthVbBGv2O9;B7krZ;mXwIP@nRTOHskN)odYXd44Cl_3-nQy+(vqn&(Z6Exhc|$GJ+c+mI4z zC8Kx8*{tw9G%}vv-rNnd84DJk+|myh=Ig8NOsJ(KxuCybM4-ZvbRz*ERSJ|?tX1`$ z^6uL=cdy=FH-e2k-)aLyhb|{vV3$Ml@6{z5nZY;!;IR$XF*JQhhxR6gcjlYkyFb0Z z{O0aoA70-7WBeJfoxEB`G_VK(I|3wxI6yHWh9fYV7oKYjEN>9{3PBGWLS=G1Uu!DpVb26jdd^PXjXN6n!uYda#Ehph5$?c5kEswok_EK6RtI_^UF|4)0 zx%ES4xy!UGlydd#wT3hl(DXLezt$CYjige`sVb%9u-t2sS77Yb(SEB57dS^sp=Dim z23R@MfMyc`K`vX_ClzU2sBy>ac3@wo+i8wh9I^jL)4PQxl5g$9H(@huhGyud>87DW zAb|uFL=Zs`1aAZ{yzs&c!5cv+5GfEvilQh)q(r0;6%i>!q!2|#3dIAO1IA!N%sD18 z=}bD)lb-IG?wOv$etZA_d++c4o?rI&g_%C&)O2TM)mqPb4u3-i@u+NBg)`S$KoeMr zbD~o&CY5d-A?9sHt8tnct?XW1Gpw+kb|uvv+Fya`WC?^kg))l;Aw<2R>ka!WgR9Z~ zaG*$AY*PisKfWX|FE(oZVfbhn!>{G>AkwTw?EXrWN=m_4UCx`b>HPY>L6@BtEP7w1 z8_Tt;4Kv5+ihZ$ncsQLFvk8yaD{Mb}uI-33{}#T^RM4@SpT-JDqNCW*YV2D5xD!8+ zrDzK-d9id)$=tsC`29bq2p5eHS6_tS&aM>Zm-|OY^@t5^G#J#xu_gq=F}W^zoCcST zv1|EYyzz4T?IlzaTh@S_NNiQjVIz`tsA^=%D$)qUp!^WUd!lMD9{vHdLvPjDy|sh! zR`=swUSrohJj@Ti($B2vv$lbljQJQE&SIXhGxB&!LqHm`u~5e}ZfT6i=k$4efNJrZn6e(W*%N9d% z;w}M7G0Bx6KpNIPa)`i(;**moO7I?$HidZtB}y7CS}U10hyjEBan>cJi?B@EJ#m$$T>+OAIFVYN55L~vvi1$g`H(V z?*K)iB&Bw5FOIi=etRkVUN32KjL}<4yRw#iUo~mv1*iOGT#;DR^~=2wij38d;}9xp{w* z6{?4O3AMvZ8FAGyS`lXg_GtiN?0eN_pc@bPaS9G5vgw@C4*Vryw(Wuq> ztSDuYDSy4*m~K~;U7MiMzCPhnrBN=nR=B*qx;ZTd_=Lrm30nMNDZ$hE#ul$^PUi}SJ!Xd=p`Y$>z#zc-f041*wrd&X z(;GDgXyMD-i+_fAtuQZuJ`KAuLh*+cgDV2AE`yp4If8(qi35Y12D=jL0fypJs8NQwktNz+RJC({OyItkkS~N6<@em8^#cB{d_d3hX&ho>k{8Bin+a>O)hjc z3$Rl$&iY503{-t7nv>IC4md&wYu1L{A zYch!;XCxa!t-C++t*-|kf9+^$qpZZe^zTI(M|0@bEC}Z|kJhAn#jXo$ZWzM?4%1t{ z8A(GJQM6^rx3Frd>zdt@j^s(+-OXml3704a1JMX<$0g7OrTwwuRwgawc-?1bW1I8s z(fr`xw&>3#ik32KrMW0Z1~xujv*~@>2!(KjP^<6;G;G|G=zHwg1G#J`K9=qdo!*UA)r$sF}o}7u^|03DmC>ST5Q*fffk)0j}*Puo!HP^v=o}VxqID z^1&$MjhRBBtg#m`F2BzcDw{1XHCs!B>F>2dH=t=Vtj{l4vlRq#^TLc#CGY8bS- zMA_9|hf2RWi8u>#EH*6DqnRKma_76;sGXN`1^>ePf1f_LJK!zn;0?Oofe?jvOj(jQ zvYF(VoFolMZv@{il}R*cCsKmrv=oIql~So@`BaeW$x=P#>^$s2xi)+=%QLG>OaKTV zdKK)dtrQ(vij8XVB9|(2$#Oy7VX@vKw*W!y%3Xn~QupEC3CF z7K1(g^5*Ph`OE#fGF9!iati&Vd!6MY?Z(8p`SI&Qc+mtJQp>)kH<}F&gJF63Z&hiS zcId15j3~=h%9EE52Pw{c_po(6XM@7dhzh{iBLJA)nLFyXLfeuz)QUf~`l4dF+<$X9 zKR$@0g^efcI=7wSV7=%~Hc~6AITpukgA=xUE>oIX3xv?Kw3bYNvwYJ3rK{$H&nv%P z&VHX#2bI&aSAfRsVPa+uEdAJLanMt7SwPJ~{zwkP1U4g61twtp2!#&bfyjJJ z=(iv+V4or27*X|Le$ZoXFnA0=B+zWJ)R7Q(vYCM}hS%5)kH8rDGV4(=Zo<>W+C`?ZGpM}^MZR#Z&;)La%o?pmq7v#R{dVPK?eg`e$^XlMBd#0 z`0&%4kIi9-&A9m>Guw`tZM?M>>!xdb9B#-ApRYMX)|w^b9B%+q)b z0a{0=0G#CXj0Z!uWQq!MB46I_!wNN7RYE~aa%HLX#__B*K`JICms71lx}}CzR6fe4 z<29-H+n+~2obx}P32$y*?45=b$HMK61aFj1jNJ>I;U$`LGcWT=En#c~owSx5DEXUu&IfI8&7V;C}uxE$a0D zoK64Q=++u%O%nx+F@OscM~8?K7{UmUc1g*C1Ato^E)~Gn{YJpKZcrG!@L>am!9pXq z2l`4hO6*)N$75}h1DhQd4Y;BMI0HeKY-xmqi@l3z(m;tszad%GP(|Rb3vd<#1t<-~ z1QMkTU5N>w7OHj9e*s&7zW_si{07zwcvrIyNg^m^GW?Pk^8I1gJ>DcR>rS+kznn=~ zGU048r(eSNnk>PoxOD9N`%!U$3mIBb(`%==(*hwoR@SWOO*?$#Z;INNjQRqaC7r)0 z+)U5!-=_EFutzkjA{BfWP@s<^g0)gm^yh)d>mVl zg8t0AiL?&=#LLcd>eI&`Z$5r`IM``%eQIwpm?<){*(buvC?E)7#*i)o1u)A@3lP)> zccj)#v6!ErfsvSme5J&P}UTyVRDpsx^6QqLW`A%hJWE!>I8t>--di zQ*JBLHl21j8}-NQEjAHi3>#^=-^yppnP|1b*&QsDGbaX5VKa@UQ7%^$xhh#~G(9bc zN~Kh__}7>FUrz47{QU68iAlaLt*8ICzn#i^oBjBQyN`2*jmgzi`Tq5)#<*%Su4xlV zXl_b^lS$hRyw9Q2)Eg0>;EN9i&3ZACjjVD5goVdEG%spw8ThpJ!p~ISy)J&AafH>} z)yc)p?re}nu7_2OBl`svLiysfP|hvu$xw-!&{G^TrSud?u1lV+;d;F>nf5%>wS~@K zceCHm7r5}WK^c&1&H2%FVdo1A5jZda<%M<~K$+J;#$B?Yxg9|W%ItP8xVkPt3obIy z!dVv^6FCV3>_ta~nK|$QD9&(mAVUKt-p8>QJ(SRL9#=Fl%TUlLJ7BY*l#?PP95YZ7 zu+w3_#r6hl3<1_CP&8jcjYI*X%Q}pN#qem6M`m2?c39m&5X3LZG0m2`H~PJ4S>Vz> ze{$-4;;IR|&Xr})pdYDB^`2&#Et+7%DZZ1OVnQie%pMea$94HcImi`78{^IM!@8Z8 zAl#8Roj%PfCB6>QpvZE*NF*;M{6|mz^d}6Ww=2bCiEvQvCwF#q@~oy-IETN=)Nu<{ zq_!d@HA*RZ8hLHoS2uN0&sAVajcPLYMJ+VtHA~bInY9dLEnVDR-+( ztpJkqMxgYFh^B(#4*My@d@lR?ja*3WZ>HjOS+l547go(%8l^yMvS*3&bR`kcvcUqcBRA0w+rHRW_#9jt9P>T5BH}({`gIR z-J7Xhi0=U~0=^hcBRT>x643NOnudT%7?}8AGll|&SDqW5VnAU~v)IpoHn_|vVH+-i zIBt=776prO7S)Cs07EX|WXz)^JPmIq-XfR=plU!(L)ZZ1frPVSNhALOK!Di-3=4pN zft!xyjGzl<9VD1&(T^?*xI#Q$;z-OY013<;BS@^L8Xy`A5x{2X5&mG>-DDV5iu0=w~NDJe)(mx zIh11gQYpWr33_4Vy7L`XI<<-!Oq`9P>X}|RefIiqfM9%$c3;dw5VPATw$;w?R%zAh z)2o)lDbE_O9RDCy6Y0D&u!-=CNt{~sR|-5#f&(Vp`izsy-Jo6VCi^Y4rJy8HxY2v< zKHqk`+S|)AzEp}Al*y>c1i65miEpJu_#Wnm3Rm2zENKJrUA;7LS0=R50P-HSV{sPbiq`eLU_~>VFVr}xLG{T7=R+|sUyLakqWg$NX!;W zvV?HYQGGpAW=j#t8WF+*65^2HVuI-^)C4^70nzy!LWK3Mu7w7{uu3fi7M?C}fYf%C zkXA1iGoqB1BQCYz5os>TeW%Ms9eg;!#_JkfjrC@?Q{&OD0TVFsZUHdH)_U9#Of;45 zI>e8jWi!XGu)eL=%Sz7}do~*F*OGP>?pYu@2b_l7?x4rybIM3+@25;mb3JLHVH%?8 z`uNb9_opMJT-d0a+4F-^Wt2`mVJ5y5XPBM&+;W_rwmh&eb(s-8t#a7BNN*0hO(9TH zrp4V-g=GS{qLf#<-7=D31O;KPkvQdf5;-g9l=Gs_NJ;BHNlrE1nHklhJ)QShi;+C6 z9;%!rLK*oioOepu=kkdSVcp|i!Ws1P$*9P4rFO^ie0gm}zq+)lcg08P5kU2YJ7xac z*XvjbT5K^DmrqWl@|pbFj@uq!4rr9ES`*vcn_j=UpBxYGhju${T)#NFJ>DH=*<^?6 z8a+Iy28b?!6H=aaOL9;P+P50_TBKh_-3}8pfBiQ~si|DuYCIvc?*F{q{hx_nlrDE@ zM~Gm#bO;SM04}QE8$w7h)RkT*(E*3Z85lAMWJiFji|rS5M~tJu7py+g8!RLfyz?KJq4E0PN{m}Lx#G1egn22!?#*b*(5J#9nHG;&wuL(!bs zq;(V+M8kJD^#SLnR+)po%oQ7U5+w-*mJ~MT5)6# z{&E}U#WcMNrUykQiXGQn{@tO(W~OC`8MTY=44lUjbU{9@(xB6>B5AVZIB`Pux-|NiGc zUvhF5Rw!pR%FF1TwVHGB>GF~%W?e%o@|8x%`wu@(_tJ^eH#6St)5wTiosC;5u29d0 zVIz#X@Hk+@=x%XpQ#{A68PF1Kg29kr*IXu@-#wmms=3nTt=bi&sfVwPKYn;+$erw0 zqo4-C1{z9s3WKpNYzHicQpOAcB7=)2G$FW#I6bgShBpXO9)OeqY9N>{z*-!D9gj>$ zR2D{Ev{eroJ<(Z7^F>P~G+Uh2$der-E?{0PX((ybJo+w(4j}Pha3FVMvYG*Ic*J&b zmjEM@oX^N>QKgtTK-s}3AmA`MJeeCnkHmpl=XkurN!x}cSF*~j>b-iOF(@8KV8Xs) zQpY#^uZ>n!tY_ypG;&me8J64M?|ZN($?+FMF_;c>?@y9&S@X3&e;Tc`-e^WnJ>~6) zMNoM-CF6@Ql-3!;Nne?vcxel-ki`{b49J+#P<`!*-p2%F$^g2Y^lp) z_p9eXppf1)16iNHK5bO*Dsg|iy5krjBX`*8#GKK%f;&gPvTfknrBpCP+2Cm!1U+q` z`tAqCgF*e7ep$VurNr83!>-RrU;g@h8&N_zK!gOFG#CsnBZELCuM3KTHBdNOTO6AX z!>pz;DusK!{c13rOv!U@z+0p zE8Z;Iv{G6MM8#}8-^}r;ls{=tuv|1NUC!?=@{HhQhv!#UjirD!czW8OO$O13*aTS- z-}yE=;0!^7%)EeWI^Pns7%6=olMli&lX=Z=+dQq5TiZXMA(?`XzWcKG@wWv}W%BUU zN$wFu*aL5KKTWzWaw<71ATcj-+=18!9t>7W$La$FU%+&L?+Ma%-B!xrq9Eoa#y9B0 z7&lW{=C;>dM60&9z!pn{2ZQUAX@@s^yNZ)Ma9VO6Ld}A%fAR!==xEbwJV_ zFh$&uZA`e+2Grx0_CGzeg{DzjhFh=RyQ)?(0g=Zp5^}p3d*w7!AJm+YvRtZ^m42f; zoOT9*xD27^*5*DZtcQZ`Pix*)05%Fouc2QgMIS-QQbv7e{UA!pt{c<^utg&DVBy$Qq%- zT0cLKq}t8toBAtUfG4BeMlB}i#L@ok{>8vLnqP+QT&FAEBj6iM=%p{4f z5+?~C#6ECk$B_}*9#kiMbKM9AMQWM_DWIfIv6Mj;0j?cJU5o}cIN;$C2B8F6EvaA( zym$e`KzO&9j0pzti1z~P!W@iA8RNkJH|i2X0}=lkakoHIeGK|TTgA)^Bp0LweBdK1 z_px+Q$WZt=wO}=vp{O7?4#IjgnKIj;XO*gn5U-2NyxZw_G02*ZaMN%T39)WI1pltp zpg-H8EdF%XZwp&ZWdZV(wdDmv!;^-6$p8TljtCrY87$9kH>egGb4&5toI+R;v%u{U z0%O&MHP$N2hpbj^(-Z{h1vhfW7NsjOy#*&BHsbSg9Lwy-~yY zOdYFrD(PmY1Krt;{wdTH)yk;V=0lsZK9sXt5`Md>Tvdsbm7d>d+g4*QaE)v04b@O7rbxd`h|?$uH)iSsf_yi!iqD{v=WZ_Bt>cjR$n zcU@pZ<$1`QI!iAbsP$ST+yOg-fA-m+(%RR|rR>@YE|T(OtMycl=DNO|WH8X}b`yxK z;H%bZ*~^cYH$UI8wP>n1Yo$gN^=p^hmlhWEq1O3v#p}rVtT?`!Tv`K;f?K(E>Y&p! z`Xza%XD~{1_Yl{!z02LR+58CR3GqVv@M1lyg#F2wyM~Y~y=!Ip$u|qH9U)kosq}Ok zu!&DCn6dj=m)C;5-Hl$Sx_||)OC~Xn~h@MNR48}*)0H25u%n9)k9%LX#qC~Nv;nU%n zi55)8U&1NFC$y($M%vqt7y9{lES}No4Q$_M4dy2Gbdgq-G8#%1MA!$=jabZq$-Ugp z)J6s=mu)CpP>ZJ$Cd*+FVZNRsPU=b~5`q)C35m;bpTQK*wj?{O3d#nfn%VCQVagGL zci{xF5T#}$)0bGUUrxUUwJV%SaAHhwN7)EuWA*)Nx?Ps)QpZ=SI5Z|rlq(^-f#o<8 zy#eW3HCJzU2YpYe$1Mip_)6QnaxqDSVF9HB9bcC`5xxoNwXozwPtVFk=DDoI@E6i+Uy=H zL~C*?7D~#ZHEQ~7T2@!N7Zo-6K{m4{DE4 zX$Y!I{zIt}T+C&3fq#n^GA5v*5@-yUPmI)L3NRDF8i-TrM{9k+pJ97TIv8|JZ6rWu{h73pnn9&7~0 zA8#Mt{`*bH%89FdJIeYz4#`Zp`v@iSvYIEW`fQQ)+ISgHQol)Q!yvc&+i&AIFN9g> zWMC4yA;FW}!)Ob;+=|*BEtk_mCWlcw6apY9;R#!7Hu~+VKOupAYHjxV@wfv9eI~nD zR7!HL-cbshVI}ATdKC)dFPCXWjL<5+R&P0*fuyT)zdmUzkrW`|1mDr3kD+s%01 zGXjgd&If&o)7HY1m4!83^ShOApFh`UK3ru3nR40A$=|+SGQ395yb=s$apmOo)x8E)-i3%)xn`KF~)h3{o&o1^) zrYDD|2h+p(?cKT!Y%k-{(OG&R2ri(+-vSr5#A@>|xA(XReRkK(G+T@5jSd*Ll^iQ4 zPr{u^x7FQl-(5>;1E+L;KL+1oA>I4KW+v?xPLCiG0pMle!4UMoC&d=D(^iT?TP58$ zp!1vXYb&5*v{$Tc1eQfa7rqK$mgBb|+<6ew;6te{3D`K(* z(uLB+d;p^mcq)KEh9Lv8AmTepz%_CK#*fI@BmgcZh)0?Y*skcnfXguKn%vmhu)Kkf z13ISx1O~Itl9@`)?NT0Oa{HRCXLYOU(?d^dlnzP7Ra@F^j5<@A5Un%nkkz$XPD*e= zti=cKPcF}Yn|Loh%io5x0hQUx*;ZWfIy570ohjGx>=Z$-FIFtpQotj|EIM`Mr=O-$ zwpvED(>PlD0%2-pgYJaTrV6f_|2><&$jDjr7N|w`FakfrBY|R3++qt zmA~95PphShBr6IoSIVm}278~+Dh8viRHl#)s9a^=P|8_aH={}IK+%=D|qj zPXshtn=TbdT?!CmMqs$dxeG{mZ>Lxx2+fC-4fDBTNp80r)xorEls_J_sifH7*{gH% zdQnP9`t@fHzD0|4a)(tvTWX%?(t+!g>cxxI@nJX}>@r$EIG*%pn@ zsh5Hh*62)BPFAY5T%_Ev{rua;o3j{GK<0JRE;G(#=ZR^>#D)BTG#x9efp30a$`@8TzrNIhG4_Sz)fzW@01!_90m*_;2|uYJQ?B?;TN z#lw5eR`EsRW-d2xT03VSbuDk(x%cbUyZ6q(X!i@V22m#j?4aI&bpz)c_P<@%4$y&y zlGzJ)G0I{E>k(XkC|vz$tsr}Vv5Oa!E^&bd;)XNR$722=R7Jcm zsc3Qq27!TyckqJYfm|p^krS5?a!W%s+X;aTzb5xzG82&2ifYF6fx85N2M}-wEs~(b zkO||B=*#$)NMH9uiG0((yt0C2+{yd)i<^6II3YSpz$!e)StG33?eie+uO-FD@xo~5 zWLvtrKfc__h#niSPfn`>>`;<^k0Deor3!+Foy<4anUtxV=zF75jOV>poynQs$|R+h zXj)4Et~1i9t#TmMT*=ltF*zw%L~kUKFlFNQ`nzdu)SZb1xgXnN%h^ocn;tddVlt8c z5U@uQ>T*6_u2cq$2vd!vJjHxPf3NQ=umsa#PAxZ`bOR3W7SfN4zQLMB*`F1iCk!XH|+e(GEWtmhkpG`ZWshm{nH>;Z?kMH1Lf8EQ!b8_os zt5hHILbVaLO3%z(&+9CT@g+lX^w4D@-QCt!aqS5+e9A{QeMUH4h26BZb~!l+f8%ia zo-V8`I4!M}*E+R5Q7y{j!%?gr*!kbPvps{-uB;#Ug`VGCX`06mv$Ii4+D`h5<%w(# zY~5WQPA?~Cli4mxclYZ0z1R?~eoy)AVq6)9ElZK^-iL>~`TY+&qsz;)CNZsj}KgULgIlPekW!HH;nk9 zf&+;GS2YVbJuW|n2pkk}MY9560Jh}^`^$#U42LB=-qC(>jUeY>zzis1)aYaMAC@)r zS3nJ9jz!xgb1OP7<_N-C1g{YY1F2;^?GXfwdPQUpW&s0eJO;9^k^YM@0TV8Wk2pbK zMkY`%8GaFrVl`Q?*BOW%I-0u8B>fpSLoVy^hjJN0TgnfRM&ELmN}EAQ@=jZVT*Qs5 z(4344Y_XY6wmOq~qJOl%kwl<+Cg@3L00eWZmG!!+we9vKBt%xFLS<2kG1_L{uyqY2G;Z@$3wiHmxRNTi z@hOYEP!sVPo$lmIHxe_;Eh)UK$ls!bk%bULb zD{ABPpzVSE?DDc+XDX8PNWKFhmoK_=BCTvyIvZs!-7K}>37YrA+P!tyuPJSQ@WT^&etbApCgXR-$%Z4BserCszD_cz*u#$bE;E|aIsmi`~NKmPGt+M9gf8QB2BE;6T} zH}=6b#DP?H4`jjMYh&1T!z~RA52p_XB7iZVSjQXym>0;d+d!Fps84c8!-|H(1c4ba zKA;~$JBfaYri*?^N*7%coHA4`8Y$`!M-9veXu2p?0;1vHiEL|_e#wu7_J}@>{)?7N zqNM;bATpT13FN?rLM1dFDAFFM2Oz^FRZaR`F4ZzpfVLn{B9c!x;M$do7YpGSn}%CV z(3RwAR*(`aOUp0+rpeOSbXF-7a_$^)2G>34rrnv8z^AeSotzZ?37OMcOuBGVrv(+s z%ZpL3`MGt)_|moTw}l1xxq8Gb*f5%uBc=`|+!4_O`}$6Ey_Sr}slD;5%67FA>u+@` zervoEk?Vt=+nr4m17%J`T%`;zhmxW+o02%~rfh>rqnUySeXZutRC={o&YhYftT+Ro(v2g-&yO3)Z?&uDmze{vI|ahMlhSL$s!?nEF4HXD+)NI}WYj%6feru7X?b$L=BEVB=jWq93^BkeMm*llj~mBwIxGZyWBm;8U`^Doon(Z=t~ z4G*|sP^3{oPsq(XSrg>lup9Gw831BV_&P%W>mgP_k0F)7Y)PfLVIPKUD;KF7R4d_{ z!*z^2-f^ENnqbO6;Tiu(4SVdmAefQ&d>k6!ID+m8q5?WFI_l%lfOd>hencc-GX^99 z=IAJM93W7(C}E7cD17iH!5uRhpxs2}K3>?!FVN`qnKwc@k}i0mK3ugjc|5*L*-UhO zxL1op&Y}#)+trPpjrvwPFXif6?r6Fec4NF!ak+9kzDj9C8=YwlPL8_%*K8~0D{tsM zf|XUWIzx!}ctTvvQ=2C1qNM2TRMNS?YFw_!CVl*^buaB7Sj7ivLdv>OrwlUk6Rl?JsKOnJ1n0Egw#r3)g_ zP}WG1K_x0h&0IVpWiK*=1-n}Gx}qIL8EwTDSM(}XMuLptNg*fg?ls0uIUUXAlgUsr zAIaEDbp_$fJxj3a1ln=^+1pYv$2rVM?pvlL=3nXK@Q;Rh+{4djsgjjAQ-M0QBtTZ z59H3MT};2E1EavudI@ojT+WCY1BL)nsHj97Brp^cZ$<;ba-oDEumg&ZfDCXsf#@Cm z8TbOmSX3+_ID#384}1g^(0}nt+?3IfahHIC9sd#DIcdSx%&{@WWiuHZIgD;Wa7U=1 zO?0J7VZcm({o~8WKmPpbm-mwXS>gEI*_Wv-zn3{_a+7h!gQ;<1A?PUBi_puC`!n$+ zEAhSWkK*5fK2lHWc#dNuVR{W7v03@PIr(3_NJ#|Lv{NoEU*2vRi;H4VW(2MzHa9A< zbaq$qx>9?CS#kFM+AZFX`Wrp#O1v&_H1ngwo9BPGTUvoyrkv|Qfl+REiqSCT2R1K7 zU6e`N?6#GT+ybRsk4QVGGWHjvt9~|(ql|MUcDo+R4$4$rNN;)!o1(8FQ~u6K*&Fe# z8YgeWtlvqfbX?C>;u}h=(Hw6M^W|(dB?w8*$`84hqO6Q|G#VL-x`}rllsNvW?vVs}Jw?#sMOgr;Lt#dy4cERWf_#61=TU|pwntE09GA^yBwB~?1 z?Frf(K5s0fR?|MI+V5!Bs%z$#oKdG<3b*2|huPlbbb2$pJyYnQL6ez3)HHN~^`F0o zY&l|t@!sV4_+<9xhtuxP{O0WFhtDq-5{7DfRYemZOQ(~L`kjsThCFS5ig>8Vi}CM2 zTz?$qCdcPlQA2y-Y2{`?TL9GHqiHwTJZ8oTw9M=W3kPl(c-Dgr0g0I#wdeqe0U}@G z1cI}Ko5ibjJvk|{t}60_Uv>^T<0n$_ZStPGJUoo)Y7xmC{@@{K#<}Y ziuOi1yPHCj{<>@_amHKbv~PS4fjr^H>mSmCgFe4zT>E7(5g)O zgHbtEEwNH9;LjJ#N?93Zxk$U&>uvOUTXG}6bqYIE&w5LW#iC(wh#KrGztrETzEsi7 zGi3W907PfdbBw{u8QjTInlEx{tk?!kbvL*AO8d-pd|qla+N}ut`t`R?H@?m~OAb53 z(wgUGs@Sg$JEy6ex7Tm4%iV@Amp)MktlOEGo+?hb_Wbg6_QS=nA}re?naRoR;azn^ zBN}$&cGRgvErp+N%6F$1v%TA!!S&5-e-98@TIGxGt@=EAMAT}Qr+fWj4+cSv-QV*X zUqa=7|LN18T&Qs}>hO9di1Z$4dl(M~WhFAGa1_U)M#F3YRf>55#uV7Yh|d^?0ixi6 z0|Vje!d(G)7L*Z>2MJId$hjAfc=$b%*@56*fOW~128lZ+RtiYk<2@I53Zm%20!AFk zFk_$%lVD&lBCx!HDh41Io>TA*fubCLAi1l7M24*pg-iZNKrjYiqFTc+fp1Q;C3B!L ztCD4jOvWY720E3)6ztQm@N$^*-1Wg z*hPYKCPTl*~Rqe!oOrj3}55z=GkALKkWyECD8VkP0q@+UmHjQ0^6wR zk+=_MDiAd)*;gwzP;h>N!|MdG|e(PXkQkAO7<_I}~HCdj*gFGM#UehGF z>XntgWYGG2->qu&+R)6tDkJ;#gh8T zH~uZNer@e#q1%kCnC)w+-buaPUN`*taR2d0Snw^U=9?aWx>}7=vQpqPKfWC*78C7^ ztRK&=T6f302k&3Fj8abCn{T%1*!I=CCWxv`g4<09>0VZ8t|3& z^?hmFQ--}(|KLqqOVj3)-+uqkXZuBM=bclF#1|?AWu?zcfd%2h&IUFHj>0e^g)jo` z3%)IGn;+yFJE4OiSe+<)@K}e`63M?_(98kx;%WcbX~`Yf4waw#vFj2U@FU>>M_%No z{&yuq)5Z(FDewU>?MG|YfxC;+wZP0ACt+Y;xTs-%g-V@Vfx&DbghvQ52{7?kx;Unh zCG8RNMIs8`GqY=T$8c%4E!%T3p97a{yV`s6?qS}GQd%3I3_dqo14|Hw)5%~!%7;vA zi+FA z7F%6d1DY1=7RxC)TjE8mPq1o6keZxLdJNc8jGAUY-zZjiEVjsyp*iRhl0r7t*p}k? z>abSs=5s@Ng>f>Vx?*Th#j14k;r;!upWe-U-v(T6M~}(<_{U%G(xSNRG}9_)r#&e* zrV_hmer7Do7BB4@ZCq5PhBvnjQS-klp;&Hx?6d9t{%2q5-M`;HlOlyyJ6n>w!)mk7 z@N761qgM~oTB;n88(|&3I080SdvNQGv;y%5rDvm=dZR+E!cJMcC~r5|cD8!?*Qt{1 zjijiQJ2<|+H>}zj{y>ro2j!Q#K%q?OB17x1pFZ67M~S`LufHGKotaE7kxB-o2)FzG z^(0vD%;xj+H2&}VQamWnGAoes+8aPZUI@20%9tLX76Og;26VH)l@Z z_75|2NF@P{Ashw`mvmO(2DnFntLva1Y3BGPMgqdeeO%KXDGZRS!HwzBeF?Qkrc>BE zl6x^?Dgil=Y%~nEE8sef-l2RUKqDU+|ry$RVMlTcyIrTahR6NnNU*2Bt zZ;hG@H(!S@V49YY%1o#bH3ltIMyZ!l5FW=ko6Z#~+VV;$alxm|TBuY_Rw}4 zmEVv>xiuNo1IN1x)uP^?p}7CPk%esm-YBAGuR@z zWFgx*2;=Xsb21s^U9?j9oqARb`3{i)b9e0%Pm-qe0r#l%!+wHcz=+$^wgEa>)D+Vr6LHiS(beP-!q*MvQ1iLO$1m?cOv{S&`To5il`pnm`WSxbc8K z1t$jy5(qCU(GAx;EPE(j6H1p@j2RIR4Bt@fjuNxO&s4LN* zQD~%cAGb72x_BkvE?@{mkPe0!&@tc*cmdTME+TM?CSx;!z0j2ZJ3&7Z#GIHdFjWvM z9JC6c3;5Xq8ZVkMxhPvQr-jBql+3WQ$bw4cvI~gC-8iZoZ^HOb!Wse?jBtQ`cDLsE zDih4+`8p>wZ zn0P+qkC)03B-vSE#!guk#hyrRM45oRQEZ1YANRMzmhn!flIhL=x@|T2bT?+q?dA>Z zlS#RA$FR|`DDsZ9!su!-Q!W>dr?UrdQ(2tp-431A;6Y+zDIL+V9_vz~v)?^}J@4#p zUmo2jpQ$xcCHVR3;_c~XQ#ris=JMr@Etz+ekchb@rXGI%a;coIH;>=_)p;$rEP)eS zQE7(h?(N;_*=+A_GTpg8-P@d<_uri(-yziwsBra2&BRVLEtpZbH&3>Kuawgg#im zFuFd9Ds2EHfRqssjL;qIPA&W#F&Q8fg3uSp2@M?-Wktx2I1Yo`i+abU0@h9BAc4~_ zDpZe)8#zb-7Df?*&Op3M(Q|bO48(qyd3WkHLsJrqR(w##+RUZB%X;s$xjl?n-1WF) z)n~A2ts1)yK_T<&91p^RKzBnck+9#1J;`aXB&&2hfbJtS66Nwn#_7+cvt_3JKR0h) z*pdOQ&!*zTlGJL)`!ksjYSSI@kM)hM^4&(joegI>mKWRg(358`d*zrrVdfM4xZR-A zNf(tD8fpbI)k@Omc%F&!_O)m=moBFo@_M*f|6YZ25Kf*9!@JDT1mY%caQL5hTyd2y zZc`ggAv%ccXguj0&)s4o6o?nNnj%IMVGwa#6G=x0FT26w#b}g{?7XWv@<+31`ZD(M z4JL-8VQP8F&og0@uvZhiH!Dr#l4OI<_}FDDMZDE~IGn7nisnVVMGG4}JOb^A-eN+A zFouXkH1_hMP@2qcCNCC_w-@wl;j+DyNJMAR%`K%`%B7m)s+4j@C>K*H`2P6%Kj+il z{%H4)KiA>YVM-jb*+xIg#pmB2oXqAYr)LMVgT2)4$>G6UBWsCn2x@&{koHU04`*+# zZhD8acYAm5-W-iDKTnt0KqaIH=hkbq`>q4?9@utAxAz}Df4IAR`04-t&-?%UEOxuM zIm+tyGO*$YUCi&{olrjy*ti3Hb)4NK8w~z)OS<(2|jJnh`CPC@O(lV1#w+KraIfhVw2)2EY%b z?Gk!98455c01n28@W>Y<9|zEvfC{Ad;!_Y82GZUw`s^*A?#QuHODbs~R`xjJMV7w$ z{{CG*>~WP-et+CfI~{rs;h<8vnh~PWR9r~Kyh(?@FjGp%U6fLz!_o2X+4!KGmrLOY zSBOPq^IxCr2@((i-onDk5aFdd8{Vu8C3ME39Emg05bc`UY}G&*iF|aSw(QWmjjP`-YGImW zVP3-_1;7&YZc)AU$wsqUyZd+$+4)^wS}_z_8ki!i)s?u-)!Pygh|Q!zzNpourPcw^ z?p}Vpy`TL2_1B5%DedL5S-uq;x`o00-r4zZ@9Y>1oXgwWlgq8i*kti@W5D5^Y}9)C zaW=c1Zhe1xe=@tio}cf1xZ@V0qllUUHU)m{ygt|*l$*_?opq^|yE;Dm*FPWrb+2g+ zc47vYjCm=nHrcvk`F4o&fyGrHR4?k}8y8CZG-0eG@Nw*_+wi;PH zeu&ji1y?#>39RXyd_)qg1zQv%RT#g~L5($5b+1NsBY$H$NKK2i=6a7d+hLpK5&cn< z5@s@Cazr$&Cd*8sYg}?b6ljc+QYr&`+uy9ow5}^^}%4kaMRxBKkBb+)vSSl8k z%Dp^|00jJXri9YRCrZ&S6)(rXp{2(H8c)9^1_Vify|}-Z*TWCRpz}w&X2-e`dh(6Y zr7~-shWM($40#Hit8~=nvsT81tq*_R3Ge?W<_Q)riw3yhtnwYxOLM)>RHF$MYoQGW z&1-)nkBFnh-CxSrHy^%#yD*7(BY8?vIy>$}{pZQ`?nJpbK0G>`lVt0`<~9ii+X-5< z*MWF!t7}dP9=;UNqf*B<&#pgrR?14TnG;^l~%;BpMLuH z&EK1&Nz&>Ic%n8qH9;WZ^T8yKcCikUJ_R=hh=RRnsx(e$MDq*pQHK+jkC<)YY>rdM zqY)X7!wBGj;TXmVlrV}9cYcfw77Gq)*u3y=C|&eWM3<0x!C@||G5P-gXJOKsNs=Wh zm=G9%-ok+a-Z%IF>|ho>k-n23iQE!}YA5#!Xf5EP2YR?3HH|+IKT0E&Mk9))NUc=q zH=;I;dKC&0E?F7GB?Y=~STl#Abx#d;wC+_`tsz$8wp2$d<17%)ro_gH-{a@j!0vUw!IT|J9(FT*KXV{f>=eCgz%80;xcL2SD4q)O76 z>AUdOESI1*$<>{zh{72V5kOj3wdOInb;NK=-1f_1>4eRBaP!;f`ST$!57=wDaA|^XdM@)%`Z++4H_UzZjkGMZxJp zg0QV#6331Y59{;U<=+0~o7vIH;o)HX`|g4*-CTv_%n`7>siQC{skj>HAljbE#@ z-{RA<2c6WoDz~adAUjNB$H{|+Z-YA#9kAx|&hzWK=eg5wd2K4>w>nQ*w_OOpBxuk= zM3ePzg>LuoTG)^ZdF33=#(LxRh%#-|c0ALLvf;-a z9<`EzFftsbLsF9U#o(~+=x-Qa+s(!mZ`Mo5A}W(cE?3jqP_aiZMw@~VWLn)H{;)71 z#hYpj>v6f0GLcOFmmT z8NeSlo~;%8ck?qml`!st{?V7x$;ECUt;zHp&P+mPdI?S*C04>2S5;u2BhTBnu*rv?Eb_J4?Cf|xKRuaE=7(3iZw@aG zzK;g%4zB0X*E?wsck)m(9^W(FVo!y7I`8#h@k0(DmDr-&l>&M%@BIRd2 zlqX_%^4Guq_e z8i1if4}J~q7er`@I>xPn$cM;;i>k!Yf&2uv+9PKd3mPVF3?ukdm^rYkky+Q8_7@VfX@^phmzPydI8^g5StI3CMk6B|IvkAp znW){#G8^NKQ77V3DupQbqr7TSrRGsnB))!y;9NCMjVZSl@zFMWIm0VEt)U|9bjzDz zuN$Th3yURnxsQp(jFCrfRs z$CIknPYR<}|GL`y{QKLRadV?o?#KxEx#w*~mzMsm`y|t2U$WN)Q4j+i`!Hss`juP( zHJVYIo%&2=<&~qBtv$iB6aZi(7q{^V9T0?2^9|n{2XoHqm#^%T=gnFU_q;`0Qc$~f z28Uc3R44R`(l&S*e>I&jgPUg?UBviNrPR$8Wv@+1a8I6lio2ujtGUug;MCFi#qIgw ze00}wI3uQeUXQt53~qkD+c~*Bz1aKV>hk*Cd^)*(Cs&Gj2C5S$FfVt2pH8z8r*&{Okf_y*OhR|-~mla*OL7@JG_;m zu=7@wM(K6--TzC|yM?BeuYcn=VHh?;8D0go&VDz3zwOk&KTX_`#a!=CP$eR%)x{{8;H_w&tu z-|pFMlbUpGoPCsvj(%n2xDQ& z;)>Wb;}c6lCzHyYF{yO|x;8Uu`NO|V*ofQ`bTCMWUIVEj5NO}_-^O?Uy0s}`*sw&; zCiIBR%j6<1rN;55D|DiA4bt0!l+O{RwqKeBrC9A7kA>@&PHJ{}-s+fKz~m2=oWp*z zkwT(gwieJCbxu1Zfl50?8`vaZUa2b*D6pk9T!7a0u3=E8HSLIuu_Rlu+Y4-A{8DSq zYcll!6$|>EhE%n78fwgrSJSIm>1aH-+vE5~VHbYoC`}-vxW+sLmMc z*o3pK&1SL|Z{&L=hr({wXt&^xrIP(*Qi!&;j0r|B_90}V&2n8n8@o)g{_K~3IM&kL zX4(J~1{0E4Rl8D2B|fe{_CIz-WxwGs$*f8D`mYU?zFl( zfjDh(0pNDfKRpu`g3WH1G>_is>)xzl@bTTzsc^JhT%8>+?yk>|Z@=c(j-C$QkrKZ53 zfVTQvx<)u7LiCG$n|1kY=%%D z@+u|$&q=eZ$)-VgP1n6){!&<8A1_AE@I3Cq=w*DFTVAr>nKc%PDjW_jV0G$rNTHP@ znMf6-f2N!F`U zSs|tNS%WzrY|FRbCOXNVMO4fi@=`vZlXkv=L%UqbR)@GSJEft5L7!D}*w3~zL35Psy(4h2`5~yLwEkRsLDVC8_Qq8Ph;KsvTzE)(k?B6c4W?`Jk;4j<; zC&5iDl2A7bi(Y!Glay1YSfV!^@dGY@xEOk8Gvjb^w;CTVXNx_KWsB3JbNppoPS2-{ zqfs9bKC_uuV^fE_w)JR)HO3#`kM|Ewmq%x}r-x^&)#BjcvGlsk?V9usg9B=H8;o;3 z*>X3C|8x>xtu@2IoH&`A0UQFD@fd(EIKb7#p9PM>P_O~a#fU2h9%_VB6M`vlaUirY zK)o1t;XU;1tE)n^1Zo(Fs~R?X=)@>t;J7579p?tL(EnVIrlLR6V!b}jjXta#PmZY4m`6&UHR$oP zoX@MT@XT=!l!U{@v=6Uaj*EJuqTsvF`$aBYZuRKFP0NC>!e7-J-JC;=X$4ogNSv`d zY$CBOTlT*)!0|W-+d{A2=TV9!;w@Qu zuYGvHN_WExZsLrj?{X}dQlqeVW8+1zuGrX6ZtF!hV<6DiY+0CCK4UZ6UB$DALq)3@ zW2ys-yi9Z2$}q(O=;c|E@DAN})3%znY|1gRdmTu~cb6*$_4kff@)lrZ$jzA(vT#Y7rv_ z!Xrba0++(l216%QB90P-BZk+LDkXGWd<1@hR4F0iU;_h>K&h6HeGQ+P93)iO!oYn5 zH4?3xlrD@&F*tzOPDH?jje{x%4vhN2C&Um9{(@SJt~pheRC#`9D)E)GJ11Eyz}c zPAx$1<=t+>hDW%YyPATsnpefssqBVcDcY1Xtmm~D|2`@s>=ewj$H4B@*oZ4^20fSw z+u{miFaj|4b&&7WN?b3jc9mRdJn9Njdx@@IEb@6SCG=u@47kM%n@mI4GXd(=&KHm7 zgA&ISKp9|Ebvp!}IQ8LALaM08Uj3-AHH)?_J;$embUJ2YA}J;a@)*J+tDORT9nvuj z7Ho~>3uT6DRM}d;pRaQ@E?>blr4va+!f`f{%a3ExbfZ&DCd;`>x!>yMxKcg=F(i`- zdNOR?ElzU`$}wPP^Vwo5$tLJ@HbdLnafU5~*-9~xrh-sylHZ{);rjVh1wc!B=;fH^S)uwmj@Qe5!=-91@ zj?jUpYc!$hg1`V12Et-MQYGk%3JU*6VPe!J1P0kNHU@~ z7{JcK8Hk*Lv4-JlhMELYi+7<&QOpE_AZ3iZ1>6}h0i*Ylm*YEJ9mq8M+;tHJ0u1+= zZG$fXa3Db|${8xuybfHSLYjwzQG0OC%MDB^?1Ra`1`<8T zc?XxQc*9X9>5@xi2G{&CetA0nMUNCpm7PtEm;1F|C*ttbA~t5P)@=0J!F<*j31tq? zx#_-X7>5l)fi*;Qac#0tj6e|-@v-T2x*RQpqpfT;o5)83iAW>|A0uxp$0aklVzR>Z zN?f^E1G}7M>#-1sX4dZAEZt&@Xiil&lq&ff!JIo_%Ug$?@d$ai%?4`#b#YYpp82DZ z0@{IeM=DZO{C|0?i=`R$>(q?dHi0+d3x*Br@^IA=vHPlHu34@`W1GLqVMrXbc%cpT zAt2I-e6cNaKH&7YV+`#H_^Y0{^8h?fn>j-#Sr3R6Y6SD-avaCzJxxy_Q|Em8WQi@N z3gt+Z6n&8`b9G-h6rzI>rkG)vS~Q>ZR%>h;zYHFZH^F2piSd4^+%D$>X?LwOcUj+vU#B_Xk6p)*}y}#R9B7ZY#qJ{qlTrcym0TPp7BXhxeZk zezBA@Q0}AS+K}q!CNb6q2ZiAQK$g|y{v#tV?i66_VmwC8Ys8oq zh!_*E0$KrFx3?-91DVR0QG4PkeYF-4Qx~22)S+nN9{` z3$|Rzu_^R;H{+nal~g(ra2B(v6b>W#OuLva4lAJ-+u2sNg>z5^wVcbk&0B9??Y0*j z+e#!?5jJOj`^)!cW@B?xE0V2w(rHJUbuwprcy?r&L?mZKe$}sfh@cG{KL4BbTrI{@ zdR@2T_9xw9)0RH1Mj{y?_zQKF}#fkCYS))cW{)jLFg$y?a@{1^ADGFC9XO6Qh zNOp;6Do_ZgYFvQjzu3k25*5{z-*GF*A2fz!)y;BX1}p76m9W?n z247I+6$bHI!M0I~zb{*5ses##pl6beV^*kr+zY=_yS>HK+Lzs4l9I=I`OR%LWZ(mT z>iDpJ)AuPNUK8!ucoPPm{mQ`oWF7GiHr-PF<>lKqu6EuQi2S5w${cJ-461G@KFBe! zoHoyNie07KKBk*+>Mm-2UwJXk1yGPWSeg%e(#a z@fBlrSdGbgAQyJhzQM$1Z$yG-&sQ(h(+=im+5N z9*f39UMB8Oq{68X>kWp|0XC8hz~3m~O@%$?Fb(&O2<=VzbE&Ask3kVB2#B$ys?%CC z??Qm30|7RM9VqkGWhRdYF5ZE#9z#jo0Vi*<2NMuNQN2+Evf5SE5%h)QTq?&}tH(mz z?=244sn!2snBUX?l!nnwM)#thT=$iwW{uo=G|#u|dFEm-kv{$O$A^U(=R$>Ir#y^y zQj8Dw3&rkjr&jF*$sh8j#3`1-epq<%cC{?Z#bO;d3(A-hSET%`&E|9kBrZ#|dBB*w z&K(OA>=Xmr#;6w$Ta%c~ZEBH^@dcF5Bq;ISz4R>Ub-KqT-L@rcmBT!Gj;0#Ucp)-N z=)Zpx%}1jyuJsCX)a~*frzx?aG?X|y$Y{~AETUD7Z>4N6cTvi)J{30vha$LbKUiAF zUjj1qPdjWs!&GXp5J?#1hPMi}Sax99$<4-#^Wk`LGC$Z~2;AbLb-l28%o=NsWgWVB zp}so3T)e-zJ^gLDxVgQ(o}4|^|Dp)h0&>g?Rzm)?K?Q-Ip$)@g!D094J$eYPV8MW6 z4nSV{P=MD+i$hkxuQ;#lvsDP_SIliE=BXF!x$?(ef?TWz7k2^zRWaT^?EHQd^;_K z^G6f+wO+by(@I{u0q7_t>FgSNeH)c*ZkI3qu~_6PeIEc}mz71xt-V=mrZ*6M^P=AF zbBs@7?|D_)U6smWbjftDo6C-cYAk7ep&fSjvliMB+EZ`48Lc7bwU{LVlP~VC{0Rw`zaY|5}5tnO&M3pr!Hf(OI(;&L$`pDa6#<>~m~gIyceXfuft^yyOO zlt{tgo}sM6`1Q9;=&I=0b3f7U94;dh1O(5ec^r3HyE&% z830Bg)da65k&~EeAp;`19`M9)tWZfwZU=BMQq1HCp~s{^68xU`HDcU^{3?h|o)5^l z!2x!IcmhqCbYUVBQb6~E3k5!!)H7bJlpvHsle$ao#BHenD1=Uj)2Pi zE6m?6fB*ZxzTT{a#&q@J@#EtaqDw}tMlCtDrDkooqYIPytgv@D2zryWfeBU9or_+= zXD<{g!#Zot^W9Fp;7>$kW6!$LrJy>>we{fU3p=GN z=kvC;r==wwj~FPqGP{avoFIAbmjbt-HJUc$-XDtYg4HP$S zzW^$E_i(X#_x|qo?&=B(%*W;F!)Nhpi;Z(>P`Rj51jyP=U@DkkplfvkTCjm@XSU&p z=7PnTM~C1klEF?YmpI-)N~{KHQfb9LMb5k^P#uO{l0JovmmG%C9x<2_SQif^PE_nOb?pCbX{hgK)emkJ1l$Gj;kmz}xx$N# z^yvRgx(Ep)umi|s&+QiLBcwq{oR&#+s?=@FRQIrPmy@=~Ly557*N*87j(REq1O+hoN#yZVV@b_+}#ObFKcnL`Tdemob53Ic5jhw99A0_1AWBD7|pg^aoDZIKv0ZU zDi(8l#ur~;S=d$nimzZ#0ZDCAb&TJy#fOpHO_XV`Z@f_lZN=sFV$a|nPb;yn13Al$ z`?J%!b`$z3rDRk39h6N$o34M{ws}>-PAqkGmh5nXATtM)>29tv4SBVOLUQXz8jZCv zGxuYMoX%e_v+x+}Axogu47hzQ1T$2+=X|?P(`G}1-4xM!4d9aI*b?!p?WqQfKY+^X zY{+JbZ!65S)+kj0;Wjw~vQ3j%10U0oj~PSUZ3?IqZkA=znFiCvWV$$91z_I9!I^q? zT;wl4Z15GJFTTHbMT-D6DKImNrP^t_bctK;r#d!i#uGvH)B)m$8 z+GHe4ni;LrgtHnX>Uy}35%d*u3j$+-aE_%3GX&v~Vvxe!0Ru2@WPr@bFFXTb1S%to z9a=3eUU)x_Y#3I_z6C&wkafX6Ko=$u0}As$O&DT!pbZ2TR*@t>&=W{#1gcs>U31gUxyFIF>ba?kz@xMFH!XTZF|bU5HhB9FaM)i4!{3m_!cF~A0PCsXLohUsIL z8y*OwYB{fzyHc=bTI$a)sxlr?ak#q-~9F`&O}xxZB3S$3@$6Ox`VeqYxZr0+yX#-!DeqASy73MI9>U@jN33=>2k zquddokmRb}w8ScoR~nWIHJ*K=Cd$g{p)W2%4J}u{`_h$z*UrWA> zs*Rf>6Z<6CwfeI4=XVus<>9fvaM@=t6L-C0v)OoE}fcgCpOk>-&#P z?8p?kxCm%U7bh(`IS@o@cTT+{R;~_(gR{evv2b#-y#D&>uE4x!^Yd}P6|~hB7l-Y| z=d;=UZMzBq+KO+VOfJ6Mez)c`gu4{TxORg>>(i2Bxy_2D45Uz~C@n^V*##CJMLE=V zquBuV9Vn)h70?*SH^gU531&I*CPmmEFfu&I<*+ixLj&|L6e;FdBAYOwZ(;&gk+U0Y zOrd52=!NiWLL(zEE~W>xN&p5BH6Q~8=mIgWA;7LiD?&YD10<|5GAbaj2Ynk2m7Iv> zxJ<}&$R9%0l6jf@E+|+~cU4*uuFO)n;XE&D*wd0@Nb=LELuhykeS@gX;X@=KRxR*J0^6 z1KWcpt%FxrC?B$!3*$yS{IenJ4;fq@SES*%S?uwJ&f;#wTunWv?rXKBqRz01z4`Su z=Xa!x$yB2pkTYTZk8CN|*lU^J%7ZoU8@JQh7rGga?p>Estkzi#`%i{-O$e zEUy^FPq|VBTCGynpbND@E#EIviikzwujypFHY3xUE{fPnJ-gM)OIcX?n#lpY^(BhU zBnFzSYJerpnjepYuhkopR6Q7Abp^77sJBE`bv)?#`1R?b?;HR2^mLatlt$CZ3< z5cg!yMltR2$K(BreiBc(cN4yQdv$dCskW)|X$lOfP*f)TN3CR{wc{pXA*&hsFSL|! zV4y%XH#*b~bW_R*>VnxoU@#zH5=8x>$KmOZWerOi%2EY)ZxaPQCAt5i6+=pac@~Ca z-v1Y-{QhS zuPYX>vaBS^IKW9P)%q7MUAWhAi}bqSn6Hn@sm@K8t^~ngY?kw3q{Hu~i=WSKKYqNK zuk8CJ2Km^Mt#y^uA(jRv(>4FfZwdQy^<28si^rOaVpO4{J?pq?{m{(ovl}D#tO(HlmBWT-khIY6t-oi4cQ=n{B+CT z4}6Qg*7P{d9t)Fw9`)|`mqziEp8joXX54aH689JTckjR62^XgcYF+fpnsYX)3`b*O z6ex`Yx(~rm%j2^Xco+8X?=H{oU?%cdenG)N3>0hFG6BAYQ#n8evj+f!-)P5e&Emiq zfdm+xON&#m+5xj0)GeSftYzf>Ytm9GBlJBWToap8r7Bq~#n!vjvj5UHWA zG4EhOapi zR0%ts*f0>gM<~(2)x|G^iv#Kc&cOd+H(-Dy^^cJl14GYhb=E?;_Ti6|Smz4qvr%vT zq+eoS3!kbCqNeQ0Dv_HM618ka=+!IsZM9ut1_3-+?i7XnUiawO_tP8EhSA$ouddJT zw!2J!KNM}vA3lA#nI}F~H1bs3m)V@WLo}Pr@6<_~Zsurm{Qc?vm(w*)7?o>-kS3XS z(c41dpiv2hH|qObZeFDV?M9*4rBhA85#Rzv6OP`wNvGEaOW|Od<{FZp{mrsf=?a-0 z1qij4hI;x;;01AP*PxNU+}VA#wIlT|;<~h;^@r#=pUDneOr}0fQ%-ln?QnQCUYnSz zPm?<`)(bkVM;v4Qey{XRG+~ee0^Kqt^}ncctVHVH>?f}WX(m|+Y}Gq*iNmp5>F*;K z>!37LBa#+g){ZRaNIzZf{b+DoUT*%dGLMFgBHU$s^>LqP7~7^u`h)x6%+?$;>l^Y- zQD~IKn3?IyRws+Icf2naaFr)HE1l2h>zQOrDaSyal5@%NZy!G2ch_wz(Hn(WwY#x< zcsUlv*4N9SY8N)PhW5O<@?pq<=4mEHMPqY=%d8U7BpRp6D&Q8$>=d4 zg8-rkiv@lmV43564ut*T*o(M7y&mq~Fvr8Fi{k{I|HSeJS!q(e-ax=vg9<@GNJK}p zE5==w7S7N>#?Ul@bD`_vEJ0fDGv$%AUTk+d;?GEO)re6Z`57r#)E$9n$xMOLB^G=D zc!>rA)hYub3_UQMOhHz_*h_{834z1F-XY(}r46l`%n}&IML1zF9lgYnW-9ztlhU{Y z)Z1(#$ljduX&=+fFoRMi+#1*NO(d1s8DTcAIkt^1q+=uR)iM5}O+#u5kIA+nYL?qyH zdhLj}Q)$Lp*)K0F9-J#&KgJtxOp#{Vu6wIyfAxs6L&t_L^rgTvt zox@@b0!olXv9h^!9<>{rm<@bU*y=(dLB?E+1t#b*O_*{CfAQHjgh+mINE2aXhaV|` zTVlh2TxFbn;XjS0iRuMVhA~13ESB(aOv+~xI)q*5y5zKmL77YkS|hOu!`skHpn?gw zi$NH}1rEaifdDw*?nX`#;5%SUCQt%kO+wbeyNRe>r+|o<)Gneh@llY(~z%`jbrl|y3{*R>y%jk~X(*|n}eB`W>v%cuKq<24pW7KLGG!i2RMZpLito*Z*`(!j)D8#iVjSV;eNQA}_HwK{;8bTNvaPMbB0DQH)#FO1 z(j4-8CXvKu4{uI9i^+Uk3)g!Of1kV(>(u67UWOks_llhtC;IQR0uyEnv&V;Ep?-Lg z0g<3&q8x4)Hf5(qk{rliOC6Djb-SZ|^AK56%pTg_pA?yszqGb8BWqH~>9=<29Mhe3 z7^G9>U$$DJ^-!E`30!YB9`m(?DSn|V@lhPa12VT}O9`v8&+lqw?`zGjMZs;$*SA&K zf_7WBxkdNtFMIL>kyO6BwNpAU?}#)`W_Yqcygih?-FbWZ_iz}(=Y&noGz-ycGZaw1 z{#E<2shtUjCl~IGO|0RvO-pwo_Bl-3@%^qmnRB-uZja92-8Fq6wvCR@TJy!9`BzF$ z$l_!Gh#{KFhu#VT16&>5;He`of}Da~I$Ve$=P@g7XrQEA0qvRq2-p<{gH3^lKRPFt ze8Ob}qd|hoL>U9A1x|(lOQ)hJBpu>#-61SDlw^G zauHU_Q_I?M+S;az#v~wY3P;AgC)UvOQ4pbwUW#R!+%)5F4O>{F((GMT`3Ayy#083I zoF==y!^Y)-(f|GQQFwTtpjO`=<%*=qzR7<5hcLXqTi$ZX{r63WEhW5rsGBmGjg!M; z&K2yBxE$za1+T`}WYd?BqqFwy$fVNX$1OTsJ>YZvC_YYQ-HrmKcKZ$14Qp2U^1Gek zyj32CCkGrZGf1m&J;^h9@m2m@TiuA=BXEE9~y0g_a=d$HwGTF%D zy2x?|JuX{MvM=6$~AWt|&pw%#ihx zpkLfL2xlCFDuI9TVtft)sG%8?Fje$dz!$`MUjj-4;0PdTT0Ch0?ULIX_>q`50Ht9% zmXL8*sZAclJz6`LO{uh7r9@MsKq`4YVsA4Mx)48|tqu-ZX%`}?_r>yLkZdi>PoZl8{5d)Nh6fuG!bC zC3eVB9e!ByU47}8rF4fIOqpG0)GF2f<7PbP3&~LRuu(i4W((d_(p3GbUI>6qi#9xaqc^nhNwPa$!xRR*)`3>JL}GtHeJnxhMOL)>5u*F2+&G+LIw5O zEkh#kBeKH}8he98BGHJ8@}+fAg0DspY&jUW_G&)MGRLr$PyqHMG6!^k+OOYklEIo> zB7R{g)ELmEH50dZSHG=v=c!a|T=m13)stu2oxqMM?poYj?=KgQKrv`y8|rMFDF#J~ zUM>*n=d9kucs|>o&pTYH*WUi_rx!2Q{EmLbZFV~p?p&8OGeye@?4ef^oLT0#@2+n@ zTwkwx2Ar`eh0pE60E^IHDBR1`Ma3BCK$c}(|p9zpCP!n)7vZ_IU4uKjr zHIgEMIAF9}0vwP)9-{9-O~Un%KW9r!*#%H4lFg>~Iv66Eio{Y0v-47hE96QJ zF@%~@?Y2>JC!}Z0_~K$7Y%G^oLhWometi5GmI+Dqn*aAt`;CXQEli3#FKc#R@cV!K zjrO*!-*J2WB}cWo{G@Yr&AE2z)_^+?!0X;2k4`vfgg95Oa>+G>1;VDhFnq$99im1# z6$>}}d$W3{)_{PS8IQZEy^hS+O`IFf?@pI}deG_~-v9m@Vka5(!i@l+$je{6%&!uG z^D_q~Jjs;hLMh&Is<)^?L#_)`9*z60YE4;v@E{83`xhD}pQcsva9z%Bx)`G-A=UUR z&J9B*DBaz(aC?Pmi1Y8cEv!SP2RVx!bPAnezfp*vyyMfcq$Z!qx?~2~*5>T@e>E=D z`#)|d!+XL}FdZT2i1w{`Lu(uCmiz~>5NuRC{Zf_B?karF*&p|*@zqZKG(&+DOuI}W zho^C{?{pm;cK6SOT5~)=s85x%tgY!S;r&mYRIdq~z^rCll}L(q=09F9CZ*x>@#E9o z{pj#rf6}(1+$>J5sw8pgos<>&J-Z$3U7H@T7%mictrtibGG~yH2X|6~1}6)Yx*13q z%*=5kL&F67hWO;E3}SF`&;fA;#%N1U3}Bfe*lZKz1@RF&Hou$P8$RC{+v^ z2(2b2PguxEt&;VNaBK)pK*$X!WgHyH41uv1uBDh2@DIch=)Jf~fJKHnCW0Sa-{1`W zT;*iWcwY5T#3*%zHg?1v@68MB;NgKUjd)*9U2`+xl$#F}GNovk6NYSXgHoHhBMlD< z-#)Zhu;l>V*uFgECc_JEymV$!UESuPP+w<>aJuiWO<=sQzJ@A-UV`GL{WzJ@etjleA@7tS343QMqr=Xymc%H?Ra1SUY!BL;q_jWGWohzP-C_bQ@WVt)5_Gl;O<5q-(Y)-R3x_Tqg5Zg6d2# z?m6DVq#?$0gg?Kr^>52?dGcTX8W&=0 z0Sa2GJn$+1lD!{iqp48F(s_EQz|4d@FMpAAHij0D^5)a!e3S|$E5|(7yut;yLC5)C zN#M-N4O=;#gQiD>tcQHD(+Z47-2{_o(v6{gHamIz=Mi=K;3{OCn3eQfqIjX3vq@-V zU3L7K2D`PZve@DoI-*ZmRWeu5yX~@%B3IXoI@eZ8p8n_j!$1E0>T%a@TK_po(TW`l z;sLe4U@+C_UESR-dpH^uBC~NIkc;ZmgCBQaY2Y{6$yXAkD(lr(mk6Zr`-4?Yx%8eZHnJ8622ABr$nQ)#U$O3jY%*JTBsKMuj4eJ@s!GOq~YgQ{KW@K7oS%!HR zJsKl3*yi|sK{A(OzCZ{HIla;Ub$h;`vzqwbV&L>9U$4dUMVNiI853P?yY2AFZ3Zxh z*mH50$H&HoCf&LM%}8eObw^olf6|?vMKi~}W`Hf`gLjL3NRf^{+*dx|*O=>f60cQY z3|;>)R>z!I(`|0;sDz`i4Ni^5`E@sG+t%>2@nIn*X?X2Az7Aj>5{LT9gcSyA#$OI7 zxp`xF;@Ns*uEVj*88<0YgM6VKb(Z6!WRi&#hYm@wgGsyKn0}r1@r4SKh}aIwJA!}m zO+FI}S39D0%Ia4KBmAlBsWFlmv zVB&nSagjY^6F&2=iui2iss@do&kP+J@vGC@imO z9K}q2PcuVHZB{R`K?gRI!RoQ2d~J|Mz>$p@FW^7{Xn~BnI-AC!LAIaVsRGOZzeXSp z_=o5uKr*oIAZisn8c;cKi@*%3rGVh#It)HKxto!?1tyG3E>TCKpJFRhGqTh;^1=kk!~2Cj^uPZ9JC^~B?rn)G6b+l0a46gEChYkU ztpz{I{*#u4X&>Y9M6xB?m86|E+K)&nlQr(8A`a`eHPLA&=vWI+WLGHet3_gku-j~K zh9j!CIu-h#O2|huft_YTDhY?^oKCuxs7}(z+e&;NfVmAQOSH+u$X?04wwU=i%gY^J zCe=!LL)ixBM~<;QZ&)`=-@p&(C~EFr)D5v_XLuE(ucshe-u$>FTpuw(*bdHThaW#g z7l}h&E3ze*2qpCT6KdaL-~NhOEDuM0ro9L4ncl{<_+&V4aCMFfmsL35K?&@DFPf`9 zX7n1X&F|PLWHc0v9ATzwhXXv0!05WDS2vOwEgFovI27Z7Z^QY_hT0<7?lajOWrb_5 zUW;)6M+q2<;pZk8J)=a?h*6-BP3gev#hND9QG_l=fHOc3G6Q0-0Cl1Ia6BL^hUX_d zsO8w&P`@NL6@c0Eff$k1pz@+U<8_4Rh}y-hU?hDO4G02uQki0cF`rMw^0`dP<{1f0ej6T>^=7(xsF+Qu4Ji;d zsZt&9jm)QwF@MYZPdIDbO-_d@L9kNVMr)X;JGdX z8(7w|o9}kHMn0CUre!{Vqg}G?z!1OrAz(;-9L1Pl018k}Cg4YMcCtQ7Q=TSc0Nl6> z3y*$^u`6&NrPOkJns#{2GK(B8#AI)fay&IfonDti=>)K*{<4J;9=zH?9GdWmAH%x6Da*hG)4yD3vK@Q6#ISZYR&bo3gVLwtBM#@)Y){K)McP8dIx> zl-nAQpsRGcwQ@R{fGtS0-%RZtS)`Bwuo;fKKTnDAuLd6;Ht#cA1{7t(sf43OqRkIy}~2JANoPN*6|@GA-D~vfy?%GG zTk+|Awg6J45&@+2ILr<#WnP?xoiN?U1=vZPM8FoaSt+EY8S(rFR~N_uiqQbc6#xe4 z7|d9Zz{e$y3Sga^h)D<;eQ~9LwFm-&L5#%Iih{8w-#J{tDe;^>e2Vy*k^A>wGL>ZT=BD-W3w#kiJw){XtayAy*VP|i9}npt z-auOZ#+`~*Y4eNIo9jw!Q_^mwZ*uGQq+9Dey%^rk%zS}c4cUS)(p^xoDL;%4|Ly-wpBF^&5cy7Wwk* z*<+3BwD?fGz){tc;dtzqfY<8J6qnOj_9UaU`i6%CHRIk~tysaaO1li5|} z_gO0yt?l1E-QRzDIEs5MbcWu#og_&Vyu>-43=MmV0)i8|bam z=&+c*wQe1K)#2AGIlqpWmE)Z#TbIsdgs7c@dcuga8iG&|Voecf3?~UVh@kAAy=?S) z;=DlNgoddB`xJga#iAa`Fkr%Q%%~<*FmhPHN09$vUVt4w(649bM}kfe(iZ_=CB!@d zOc`?HMQP)GWNRZ60ET1?wWvWzg$Q8*w_Xh-5g1lb(KxO_#PbX=V6Y%a1KKX~e-O8d z_D$^hQTwXMAJb;7#YA$=Wi5k!CAKZjI^SrtjwG_5_zLG>+nOEI2HbAOm*YfpYJa5` zAw1!=!x@iohr)C^uSQb6eks;>aJh%a&pyG&y??lQe>d{Czs|CVwM*jkpBjDp8`>52 zO|i>TfnJ`3(pqIO+(vd2kDrWQ^#IhGq}=!Z_m z9f(&mVeV$x%r&E2FvE=pg8Re!cf1E<6(SGjUsUv_TDNI2Cw#`z!fmORytc;UKKw*% zV!ia0X>3BQY%mfjge?(m%@b1Va0oT(vJ?o;>Z2T||sk2uosO*i~i9P(k zk5X)$xjKA$|F^%k_FUGer^!)!^X~0kf3Lu3l(R#c_UQsl)Za+OkiD_Gc`_SeoC%q# z!I3EN&6e0}u=&kz400g{%XFg$(k~FL8D2|r*l~p*?HNA; zUXT%pH#-Cys9*g@zBT*3!xF2`D_I01vrp+)_TI`IsdBbbncGSP*kt2Dy zr{CHH)U4hz__=%&>J)y_jYk@@?qqK`m_G?z(wDCm>(RT9m$1Hx#_Oy<7)-gxwr~Hq ze&IDc4BAvPmx*b%q`lkgmG>{&{JZQo1La7&C8ipzkcVx1!IG_?b*5BmPzpq0Gt!Rv zLRYr|NAqCi6HN`}Lx8#U6!yKr)w{cFmt%#>u5s78jBEjaRP6e#VT;vYqLOXemv}e~ zTNM)Y3q0V44z(d1XQH8m8p;*Pk|XESgCa%7TmmG(ulPp_>yz66U@daG_jcK+x2mCW?7 z|M{_D?FE|&D|oW(-Nr&$rpc#X1>`@&Wo9Acg-Sv zovX8dy$E!3$?N^cv&%8_6m!JPotlEX9#%bWpU0`w(zk`QPpfZOQ>{$gBJuLe$Kflp zW!nnF3ogk9Jq8;D`BwMV+=t5m4BuEZfU6)_K%pBOAA3^)x4?LHpls(Chj_# zhyb@qR8pyx&1L$fap&ObAd!Gk*}GxAbb7zX$)gHErT@~!^< zaQ8h;d99jkIhia_Z+E!q@Z7Uipx9$z06C#&XaQVYm@Ufnj}Z7~&eYi-GR#9xg@Tn_?^ zfLWu;VfSh%E^O7|bQ;Vh1CnqeVn_U}R-`hec6H7euUyYGjGLZ36Y^Wr35vF9WM++V zV=q>XswFDBxt!lMrx;cU8AiXV*kYm}lS*u5KI3|^HvXh@4x^@CI;q-;>~76J-(I(r z!RwEO;lr2E-=b5WldTygIG}2k>sv22(z#AC#P7Se9NkuVJxV*-r#h4An>k2N$9nrYI?r9nDl~1FU-m2{pmg%^ybnD+J+SCXfD&_ zUP?-=*-Zy**YQ`IGG^~~VhM+sbN;aK_H9CMm7ccS)#F6O<%Ay zt5%UpY~DKUQ--W7JuD2kZBwk2VW^!~9>^KPqVX5OE;l#>%}nquVy<@{@9*x89G>Of zD4XJnl~x-u^F^#5svY%)_$_=?OY<=c%Iz=CZOyNV^5AeB<*eS*o4eIvjMMDhUupgS z9u+D~ez^L2Z+kU7{7uBWK`-*bIiGeJeZa4*{G#lN@5C!Ry-FNe+bOV?;BD2-217O{ zqKJV2nOvHz-p$7qRv4HgcO5Pv&o?!<$)ty?qXiZsW`u-5?gMavD0@)9YN*u#@Pfyn zRoJ9vFu-saBZ_qss?~sYsY9xSk_@=d(IwCPUJMR|2}z=_F+7lw0M!c4&a>81ua!dD zLn;^CM|4Uu4P&oEVin|(s9&^B*l1v4Ak{0?%7~#8xv1g8F%w|B165LtPlpnIw&can zK-(q74#-z3ix%Z_Z#PgJ!)NqRs2^=X)8mMSydhJFONEU_mc^InrolDdpB^-P`JQ=4 z4numeewU}xt@h*;2KEUS>!Lv>mi_ai{{PVQwxMa{dmHeVaI+i^W!a@{DYO(4NFag; zA_#)u7r_sH@Pi)){4y{g3^E{!$RHwvD1(SNB7+PfGKiuggW?OmBxr&OHEG^Vnx<(s z?WWsyx4Ye!bD#S@`yB4)`sX}Px=mAKvZ?<3&Go;2*YCOt(|$LZmbFrPF*nciYu4}>U{789ks*DlRtczFX0%W?!%dKIx)XL61Z2o-w^5Ed)dYN|^@Mt<*1{_Z!`&aXVP)&Oh z&oA44`zGL&#q-_TBd1!h`8gyBCREMh%@@Ny8}GpKwm_|yW37peFZ+@g`l-`!!|Pyh zV)1U5rB=|Li&;0BG&MVNc{C>X#;6vZE&-%ec-<5@YTu$%e$gIhvj~3Ai2<)`HSp^5 zuOGf7Qm>wXl61{3b3QzI-|F ztIfNg&x6rlfAmjO_2~Tf&ksD~>zl3`6;pYhrTknuDBAoX>+D9!W+}cDjE#%9fjgRZ zGK%02^1fg~RN}PF<&T((&d3GlAZ zV1=DU4U!^8H3Br)eO8FgaY)0#%!Uq(2NE|EtuAK4pd(PJ_cucD01bnSMs?z5NWq94 z64G;6G+0RkhLIkquK%3BaJdK5fT{&@A}howPy}CtF#}ZwB|Cg`FfPV+5RPrwq{Qk3 zmf#^SC&1x9Z}<@RwcvgxS6=lzuD1)#VKI>?H=NbFQ%uAQNhM%RcaUM1sA2)kvTC*d z^}c)iu~<_%g9)zz18uGp{Mpg);&eMY5F7@OD(i{g_g#TKxmir`qbk4OvTTN`J0k>5 z=KXaRy}JKu`w=fG<Jv!uw~ ztNy=j8cz zbAJ2dr_4evoG;%0)*LT?{n)jLVu%j}+=)adnBlmzJ@S51P`q>%dw`ng_3`D)KGb5# zXvzhz)`Ajohho?|rUa*exi37MSd^|G2QsV&gJ|$N?j1vjjse^*5+jg8 z0ktkv<;1NCEH2s~p&4KzLdq3j0UNa_U3fd8?A(Zbx&H<70hoc5vzhF-!CsHRR}>(i zt_c%0pb+2?V)Bf!9H0V`i4koXumg}S*;6Aj9kLz_3IU%-4~8`HUOPs>FrWviTa1ti zKS7o;(RCr#$ydF$QnRXd%I$imn5xMX$8#=!)$JP8a@03}dk|3K26}t_6GjW4OYy01 z&4G*a1k^Ou(YwswnS~V(6_dlMtRg;m7**P;943|A#o4h<4#3^y~Lnp4aXekmE z_-J((CMbE#QR=aJq3m~MRW2LjYY8`(Lll$O>MUf?-1}<7W=vtT)aR)(#h^vZn#D{m zpdIw+%0b+N+s{{{ky7O?ZC@R~=$yvB zUUz+`SIWLkT(io55tNuODhQ~^6 zy0G-ZIkH=$-rh8st8EzJf4O-+vC710`+rxxNjTSF7)ega7`M zUfHm?)hT23I@~MG{eCIcTWr5VZd+@*865N`9SP=;G&qhn_ zerNsnKVy0-b$R{au$rDJom5b}Iw>JN73>U*HJ?1)@Zd^Wxj4?VI!}MueCT-c@SB)r z?UBbHXLasWGEu0O(_&8XC)0Hn=sIbCVv7Wgy0vE}-XGPZX>IM%ripzhP`UY3b3aMv zrfPFV`FOgtEKZQ^;__W-{4%1W44&fdaNJZv{tb5Tb<5}~6rwv^X4!aWOuL`1uRl`j zwfXXLH}5VV&1<)dsQ#JG==j?FaAhUcOaw7)iBJi%pZN-l#oDkMjCnSzZ*Ld=X;M2a zPL(^grM3t8=@0LJI(PW~_fO8Nh`a{rqMu2~3UOBIU3W@hYd&hO?8yO|5w)!n?GN#B zFbR1!9kkk5R$xr?st3#%$OblS3$c)o(tZ!=zKH69SCc*LB>Ad%=DhF@fnyVmy-FAG zF0|r+y5L<|!tBB_1T~F!U?2mu8ITzG0!FYo?3jD@NCWwX2X0n)%3&z+GW8ym^H$Dy?%9b zwxu$I^!_vPUk58z#*^H>I%_vd5LWr}+W{~vBz2BnU0D?@wkP()_GJ>A07q|?)m1h* zX}2@Y1|5(R(3yKn4JZzknv86sqBlcx8__Z!H1cr%%hOLI`Y$O-VJj7S-x`o{=@IXmD26qb~2fbYZ+9q5RbYuNspoZYAc_x`QtACezIVZp2fS0 zo1qgS$`j7SQlX@safNxqDYkpqFvh<~Cl4Z+63$Hw3~``8XPxO-7^5>#3n*PuyDl%q zS-m6|m`r*cZ2CNC8=z)-d3ea%@jxG25lxE_uckhK`!g3~> zEjEYAy&yElDmz$wAP0OPeGK{YYBitNT0u z{N(w^dahjaLePL8(iFD1H^t}6MZK}3iC{czhV{tVyU-=u$Yx75RfbJ=TPbxC(TK=~ zro*B9N&W8+opiN}?SqtH^Xl!Dub$s7ZIf5Z=YTt162qO=v@*(cK0RHbcY-E|k8=0}F$_p*y>jP?*TiD#j$`rP{9jqNnlQS}4QII;=Y!Jx%#(Qbu!-|s~Cb~E$xADy3Gt!RIK86~E$AdkSF2YBm`6BIrVk~+Tq7Y>53;B6325E2$;jq9(BW?;qG-1X&VIbmV8Hg7U zP04s|esHz$*Cpbb`_mS%Eov62!MJwgPU!aNb@&@PF5LJ@k|pFJxCCIf1||*o7};us zGQ*+-exrEt9c z?p|n45Cb${WFM1sZ5#-3Qgao)L{0uqC#LQmEl-9aS5&|NEe`81+c@V}7XSR~uyLX@ zY=j0!S0AyHGA61qtYkV_l8HHdbAD8a%Z;y0M*H7l+WU`vEu4bIX-%jWl`)2Bjci&e zWg^vjts#4km?D04_L+Ec`uXra{cY9_*Q;K3{^k%=9 zDSNu641u%&(9;paIw+vBqPOAG3Z(kD`Hzp#Qd=&)*&%H3rE-9^%_*jlVz|4n@$&e zHhIc8e10K@O{q9175xrGbE#v&6=Y+KKt-r9F>mtu;qnNQA;5<0f#|)FF0n9&AvAtt ze1_8+tnoo^bpTyL?n0tYa4?!Hwi@6> zhOYurKJ zXV*8EuLC0|@CykQ#H(u4w{w1SD$SyMX4@)?p89cC7xVd?TFi@EQgMK2h|Y4FQTT9W z6w6+W(trH9IjAQTN9o}clgIF1`SaV+n)0T5x%E)2rF$zMrrWBLP|ArwZ17_Lt14er z;vIEZX%2E+xTqxYkHaqp2U}`=u`j7wKe}pXJ*>^he674YdwpC%JViDxzq;-vo84?S zswz+Q?L!zUNy$#JRN*t@n%s%bGBw!~D+rDLSY;FKg0lPKu)h{)S5sMTGtLewabIcJ zXy+JSGP!gG&({0%apUAlcFM8%^^W71vTZun+9HkY#z4F;#bt%FZ{0D^C4=3p+8BQ# zmEW64(e8e|e=-Wv9`Q{rCm5e@aucV{p5Jc3bxeoZ6cuFkmX|^>9hJwkay%GK6}8}E z4|c!vcO6iS1NrEu+xMS7-Mzp4edxUaQxlHzbb|AxQUR|APDCL?FcLPG8d;%4>6LoI z56(^C(!sP}ESQYW&0w<}2G+$MFnk?DK1dxoKZK4frh0B4%*cX>ri4xmnLq*bQ~2f5 zL~=_UpfNsS;g<{fIhX|^sUe-0-~{XlLo)`bKoS6PG{c{$-~aHum>a|M4lJ6RMgt`U zODdOeT=40c;sgfT$y!&4^ZvfMFCCnIXfuAGJ$VI4&!hMi6KWGM8)u zlY<%t6XeteGT3Cx-ZeMrUapXNK40vgTZFaNbMH5ym|m}wl=NM!Sldx5CHNa-Oq(tAvBz+8_tF)MrYnc8 z{Hwh?uKN9h~x`uBv`qwS(K<8Ve?Ke zat~a#vN}LC~HV)&KA{_ zczt^D{AA7JqU7S@;FfM%W3oS2C>ti9m4ey#gI$4A2=M zA_$_k!oh<#R2xk!hdo7u3!)Qyh7;9>TI~jk>B-3tKNgeBRnp5sWjqYp`io_-3C9luZ z3WJq>8n%QU%zhk9Z=Tw&FKF9CdgYmXaSPx2u#=ZE>iP9lszW8~ij~91@9&Ogz1&$m zqEC7QQo24YmFvY67?6b6;;2Bh@J*l*{JSI0nKq1SjovirA*zd*laGYtsvif3TsmEi z)IQ$4oQv1-O5L+_7|=$Zbqbo?lnqtkx0%I8td`VWy$%QxZ$gCH1}*QL%Sx6$dAmLT zeqwUy)VV4v2&OHo+_#H&7b^W}CU!LQ_c5<^VZ;f3}E=5gQiR;-inJ^>t0tl(#U7kuMlgnf!kfYrUi=U!U|MvTaU(RG0hAUCrD9^enuKj9hRJ_1sgs2ZTxA!7_;TSk;OC|mN| zX_tQA!vw6D+be|yo{tG8$tHPfsD6%%cwEOm@YNJYz2Sw3=aNCPXMMxE6LQx5RNc`jKuN9iFY91=b zV&~lMl&Y62lUKbLO;@tDWwgt=U^Ekt`a-r)`Q;A(7`e(6SacMtl@{f)Psd=?3zH6$ z;qlXNN_(|lJC&fmYkzZh`NPq)A9Y33g~jWucF>aw*>%rcF{y{Oh`1fTa4rLDamGsV zl32{ixrUN5i%Ab3kGWS8m-R-E?H)dO&@Qp-k1e_H78)Ap&JW9o{qvTpv)~vm|?~17*#1l?WM4lgXv>eMdf;)Ttd^5ba z+%7lsh}bHL+Rb9#@hy*}>MUPWigj%|2mxS>Cu41(4R+5nIZ4R!=@O>Z-Ilhy9F9A+ z-RFx#xw71fI?#4&QiW5ZVle+OeBs{Y{YeXa29Ymh42x}_&zWURG_@XzNxZ}0lzL?c zlH!nrf*fXV7@L(y?_nwYg~E!D13Z}x(ZI;{gDnn)58!!&4hZeE({H`!4#?Uh4rnM= zY@|WPKxhT@5sZfaGa3WTK>NMd?t)@KS>c?9s9&&G7%S zkx_ndMq<%GCgi2eU|-ByG9rMaf4j_N<+Atj)9qg}0Q~>lm;Fyz1BM-D#_ia2b&xvy zhgxX7`T6s^Kg-ZeMG*s9OhKlib)D+ouCzEA!^cdL)>o9f!}E`StuUs5wCQVEt!Cd^ zpnsKl^zOxMdiHl1&YGOfa<-7miE4BBTx+H(Phj*4(_+Xwa8if`yrz|>kG}fq!8hML z`1+}Fh2NjHWJya{e3tju-)oVoldaWmU+zV8i9Exc{QJv_M=8Jzo7x~OG^IDXgn|gi zghDo1&qX(zS+A7TltgbhyR0@Zzn8P!;;<%G;+4*>=Hy;n$ff<~(->#lmg=7__d=&z z+tX}$FdkDQdNUGb8lbubJCJWJYs=}?wm*uq(giV;&r^*cHi0*>zOX6_EdnIq7irB35AmM;c*B1gG z9ANo-9ZtjrnhgEd>+`^7fr5vt3!^lQfmve1fcz61U;vWRXd^;`QMce1U~q%VMU@hB zCV1~dCrU=RXuJTu;CMleL3;}c32GEIjk3iJWcmhyAujayr3)lWN)gjDlrEq!X~G0I zkP!qSe!+gBL!i<6W*N_N_NR+>T?} z-sx|5KYn?!^7|KMK%GAK(7VT-W;WCAFfZoKjX*xwP@SXKhd2K?T5-TDe>126KQZf` zy^||L^ffZ=o~6^HuWgDJs1~}~^!Z*Yjs#ni4-WCbUM8%ftfk@6f>$=5NjW^(akD#| zEzXsRtfho!(sa#UmcbbeGEw&vj#GYBh@k%xU$Uk9u0v@dlZW* zQ5`Uv@^IyWL(7zq!BG&ksPS2(Eg~G%u^Mbiqf`)flZG{$4r`0%b={+GMtsaTO+mZY zYoMa(Qomnq!+^Lp#Y{#VXybO{U|&guW3{cV*+j`9O0HQi=8m!u{;9n*tbCi2F0=3P z1vy3W2x-0`*{J&RGHe5mbQqFC3v_6BQgpGwF!m|=6wNCRlNkMkrb^7sgJBMqAq)Z# zX&mJ!s7ELtvQ`PM^|H9`<8CkA>Cm zUHS80N_iu2J>FQBv-u5Uo;40$lp@-QEBz~0#SYa#w`RBNA6s%N2X8g-SM6k) zHTtBUjf*0!99=d=TWoN3_TszE^sj?2h!-p-LZP7Fk&fwcu__8VB$_w1x`Ozu=7fob zEH>ofV0F|&yFA9ksF9TXu9%TC(4MBl5kSpabWTyWtveX{`+g?d8T8Aw=v2RMFfl>C zHZHbDyX8Ct-&Ia90LrQ{%4|tZd5fc%7+DPK7QKt3Juym{HKWD=h&`v?_SC3`=6AQ> z-wq|rFSBAX1?xbZDPBwjI2pIQv)S>sJ6C8Zh4i9j)Y;|-QZkyrg)cNOu-*inwpCdr zGBQiK?{Arh5TRf{H_-YoR_AZ2eh#_Ed>|RZ286|yZrm7PFvbMvum`9M1O*BhvQLDb zU?}0>aOU;Wh-CKzpMqgDd0|Y7hDzvLqQ61v6vnxP9XT5$=4s>-~HNUKK~K6r%c87 zh3=s7NLNa&gsQ!1YqIUH{Y!PP(61D*-Hb^ejYmT^?7FbktK&ibym328qnA-!dvSOK z=a$4%jMp7u(Aq?l?{iq6t*p8SrNr{h^6KT~@#W&;?DWOi`Ob9F=v1mn`%+AY6T#E# zP9|yP7B8=M#V4-SH+yeznQPz$082v7gA;&F60`ZbQj{8{k`&$DRd{k7REGDDJA=?DcR5fvy&3f8v_L-IQX+xZBk6mYuyT1c&b5!s8vL%goRk*Q- z)U~)JU2h~Ai_X&=D?Q}?R0OM0z&=GJJfh=MEr2HnMrR;>1Kq^r%TJ@rMJuhgIy;Tz zu-2QLOW)6xC?|I1`t&rZ?bfquF*n(M>U4|{&MYYLdMeOsvUD^YU=Z>h2pM;r>ZUD{ zO_z#NHWhxdX${6c!{pf?3HdW2WTtw(nXNq?hmh4UPH9ALj(k7tReG@v?D0EsU3KGS z6=3ilU6;mkC3-NTrckx_Y#7wVIPT+=hShfLOgI?~QBbWYZOqdML4Y0&Ru+7$1)Kzd z5TuX7stFf*R3xYc4LiNS0rMNQZlb?I!P-sG>Vj&3ZXLr58d!GB*4e5Dgb3}0vO1^2 z12kSk?1gk&cN_eJZpo_$<>ofxm9x%NwB;BpSDo~WFYn&p-F^P~m!w{N5}v;}y?Sl# z+H`+=IhjDW-!$(3Iq>B}w>cztHOy?molHY@kH*&P+k6?Gm0k;jy6VZs72aiG$ZnL+ z9@3*P*nRGAzyA7J1(DfV<@EaK>iOa6<^162dU%I7~z~mT*oL&72b09}( z(u%G=+q7*fd%xVJ11*(~D@Y=au<571qjJPS@y_7%*-kR`ysEddok2(uu$I)PTf;yQIEo7g1&=YWer--_n4IyH zJ=-p(v8SD0NFg?A1A)fzvY*e=^_&}i&?wy?&;dq=bb#{1gP(L@wBi7k-2DzOK?$@E zFGZ5ngL)&Siy<&H1Yj2c5dJfezZW5jLKj$&VT-!7x>WninP^Xum+S*gAvnBiJ<}{K4l? zvgCjU#W^qq#uJnc`c}kagD+00koPpi{52yAbTLu&KJ^u%9;_*ewT4oO>bx5f)hK@3 zxEk?#{{-yeh8`z>BTgX?GlAZ6w&+F+a^vUsA8+q|`uzLnl?S#^Ow1Nbc~u?8_mDIr z?S{0`ADv!a>1G1rXzowTE^o)+GWy&UTa8Ra(wVH%-m)*F3>R~7LWs2rirZb?y%u%uC}qMPRv{PI5GECf z6f6!p9#2OEd+FgnVbcVx%RvcvpRP)lE*Ss_3b+C%2TYSW@;qaXMm+T~1xC5zH~|GY z$`{8rGh+f-3w{^Bfe}!-fD8^aXbO@rR3j=F@4$}X%W&EP*2OnK>4IIuNe#6Jy$+o4 z$eE0&AAxl-lpy<=xIZaT!bCvpgX12)6ipkjfMoyRX}d3K)HOlKXteiYM*v-1?a5{v zDi|Mn%+9>}%#oAR)r0xb)!nZsgf-6`n8nUEdTLR8y6$sC%Sl^a`>=3Z#qo13U;yEU zpVV)E)>+>_d47_I2e?GlhUR8tq`#0Aw zmseL8=LZ8gGx!;LepAi$3*}l|o2vY}uGkZ_yvJnm85t7=9M;-HzUL%J3sTJxEB{hso4YjdzTy_efQY9T8^z?soW#nAOv|%>r zQ}d+3;M!muVV5sH$Z%;1Yva|6X+>!jGCI3Ufc>C)(RB))thhb&Pcu`sv8uMlI^!5wNf@6QPM*9Oo`v`QgEUwKU)c z6c&-)kc~?c|A6u(Js5xig-dpKAlD@d1=1mb1ppRMm}s(SmZVfModC1|?m$j8LPW{H z7hCZ}xQhshVdANgNE_lWYfTI5R&z8&ex z!RynDS9jZCVb!sC1n6#9)a0l)lk?MZD)ZI1g||m3Ha>se46K`R$}?eDVEgWy*79gB zo7;odr!Q~sKK}A=J^+_cpT#O1U5aROO;r1vPz#jC^T%ZtAI>DJZt?e%=tQ4$3qqF_y+ zb+sEV%J4a|hAhtzyO#7R&6vUD)6$YSiMQL9)D;+!03YyEss#}(2JE|qJij8eaO*333$XPd8gy)Ut} zVnz&^_NwFx>RjP){Y$Ybv0Pu;oAqlVjZHKq(VF7&F`b>%Rx#~x?r*1!->z>^j8Sj$ zE&R|kAhiY&?xA3AklGaZ@CIWE4fYZRRZYOYwSxyVx|!>ZS6l{Tpp{OA^MQHI6suFN zl$-T#m^wLC79LlA5g%bPP|mR`qJ$K$dn?Dr712wD0wJqkE>CiHA5SCv%E7Z?+Rs9{ zfCvdXh|&$(k*woH0gw=I!NFkI1FDPw z2hw>ltpLq{o=x<>7Bj|rWKjZIM^dpShZD7nJwY-FhWjZj88Scdfo!f4yLz$r;_B{D z_CH{c){T1I-)@s>M*IH9ZZ;b8>7B`W6G0~FE!DqDnK16y#G%)ztHUV}KR*@37L(5!z#_C4er?H0EF`~!q4T0JIC8sWcRPbi5?-p57wjQp#ud;` zQ^?uCKbn9jtc>_JR##|xt3TU4TOKWs4!eP9rGK{*P3GcCHkYVYwO)Pv_C{pdC0{EX zT1y=4&9|)nR>g~TJcG4(*~4|pI!!+Gn#|Dx=kfWdpc1N;8=@%m3ZiLQDEQ)jt2--h z2xW&c=zP*mZ|LLMO`9X=fU*)%ZSap+-*6PP@Ls(Cl~Tw7FqE~hPcys*`ijwAl)`jGrl&)TH4lFeCkz(v+3gM@?`t^W-%=@dqYvOCo^g;m+G}o52lOD(e3*(-yRCAJm$*Llbw-M z6i0dEx`$DZZ!a_JMpjGy&A#r=H;jT8fvK?=@=A*NbhDU=44Nt4rbx_i9GT4Nrw)U3 zEw9o>Wjnggd(&*nqntEhzrX5?H7bwQY_HthZ9Gp>`OWY_j-BK>FncQA>ss_vOe~uy6+E3xqC&R_KkS;xI0TI0uQWAa~Jpfh16}WXA%; z1j>_0$k1*HtBWte2@ISr$vYz>-22kSd-PV+C8U2SSh7us4K>`|L>ezXNp!n7q!CpP zl#l4b_rqYq{G#(B!V;$E7HG@tX57K#vE~2o!{yB)lf67XzIge5EV55swfVv6=|wS+ zO;vxon{b}}px(fW6S(CcA5;U67>jj-S`Q!#g(_c6w0TqH@#VlO#_TS!Iy|~++Cr6*>OtaUX_OOT`K*XKkp7M^5he zaQ|GRjJCYAM(G*3r>jR8r5(tYp+$o|f4vh_r+mU(cpoj~9Oa$^JpIv+sx4{o))jLo zAGYV^a>5bM@JY4Y1XrM`V)cc(A<%cW=)~_*=>JXDO%L8gb$I@VJcs)4;ui4 zu+02N>VH3xxX(nYy_l+73r)%OZ&gu@Bz@%H-<@9_y|~)x&d-h!f(#py!S;ZMY$%u0 z#@oHF63r;uKuK!(Bd;Uogo)2!*u(PC=&_P8KI2-WQk3O*q0nqLB!?f~vD9iw5uPw& zxv?GHw1>i2_@SJ9$=c4?{V?K%NDKuGnO!vwd%$Wh9iEKSSFa!pOvG$zs8 zmo6pk+Z=suqiD{gHD?p46!$*~g^qtQ<~xdSyR{X?rj{%J<=>T?zY00CTyxiR%}!CE zGUffFv}@hPnpmgXAZ8ocaI{dA6Is|r@Npu0N*8mI(kMw88jpe_oXFT|knE4Fo=vjV zfMps_KE1~HgQad+@+EvyNG@a6#vrl+-Y7p(zY2LUK z4v;YV@gc6=2Z&2Sh(m=Oe)L?LMGHl6Cu$fChr$WN%3(rB^o?ZeoJ?&w40<6ycYv}) z>5`^={~x9f$P)$!M0f-uV8GK!tn$eG3+q>??ITK6E7-AD0@;3E(y5cAAL5!0?^b zP^bQebF)_5{L0*{3s3AD!>2dP{ez3Um(yxi&4k=mrM8u+_AYO)l!#xF%7tv2Q|8mY zr>ynTwwShP(!`Y)n@M8daz`BHw z;>bo1_9ZX}1}G(LBo-$y(Lm(|;JyT!0lXNCh$)yXfE&Z18xjUGvmm?xSTrKofw&wU zl!GNSnlYYGSd*bWL8ss_6OS?+#?Y*R7tqj91Nei!cX47-grs@jtJw+3hQTk!XoL^G zU;jnJMqvOnINjK-0OvqR1=Kr;g?r#&x0w->g4#9be#m|}*yp1VjUT`In9ITs&6j}h zbtV>9^Tm_%zB|?8*Acd8XESy5Wqxys4BQQU zVP3avm>-$7+gC5oc1wX;O@;+pt5wNpH*aJ%d#OQEVu&K zTYu;Lyfr8)`K-PygexgF>`b4l(RgA~wKpo*aNgI-<-ua=;|)Go%`7YIYQgG`F|}X1 zHv38dNf;w(W794E?{CPLL#hj&VCN%~k@oV<-YaeLX>onCdwnv2!{y@ma(;ZiJb3lb z-QHGruU=Jq(`vEWZq^FBS|7{Cy;`H((%`tMHLJ2xXcY=lQIK5Wc))1XncaqGMjMl^ zR+Kxd?P)6PWT0Vldds!eBKr)D76(9cPqEe`Sc`xQCOq0tNyG;tfsKdT`=Ky#YjcG2}(*g8w4IG1x!? z0t5Hrcnw~RlrG$tP?IQFlA;FOO7JeZCgWTVLe>PRi*iQ!0WT2rfKwk?kiaa0=*$2! zP_7WDlQlJPS;YPZ~6%~#WAk#GClx6E!mm8-Vu38OnFv1ue>mn>mAQ_Jr58KnrxnIIc;&Lp3f9_ob_@AzI&g^Ad*&1K$7l->$h!G`kd29Qi zQHeFwVhRpxQY@Y=NePJU3eiMLl``S7Ebz%xT3~pjpoQFgIN}XSYDH@#DCJ#p#gM@% zsay~1EwZY0xJ`_HIi7Zx+>dinA8hh?Pk;lBi{LaT;(PoshIaGhgm(W%)HgVoU>(>M zz+NQ?b%d_sX~Iwf)EG-#9pMJe62&7*moNvwwq*C6P?^y9lI!U`n*}xkbq?P`0$@qP z57;tNmpJg?1prup9!A9DxEUn2os2 zdWS5H3YqXWM0$3(JLsXVv@%%kZ!{!G<$XXll*eRVH)YNb7tb#*=A7V<6YVuNpD3Ts z5A+Lg0BVCKgFd?+485 z`Q3;2?a=kx@2{_fTxwbxXc@7lh)ko!?99XQ1y$i90lT!<(Za!~pp;4}SkvbFvLe+r zEn8D-+a+b{_aLmZel&VwbWamUg$<)s?^kELF$2e#!?mQdZ1Db>>Z_F)A7PWjsVs2j z)eTdz{qC=S{_^{8hxNg5x;K3}TV8*q)y_+qypPzB#{x>~p8mFChR$ z)wIr_)#|is&1$#R=~T9w}Y2H$^*x z2JpHV-=f^e91W)?=m;S9NAIG^Vij?1!WkSaCUG-o$?*;6G(ZKkO)#)vh6!0qmh9ER^GM3R^WLpA1siUcqhl?tiZy|fIk z0*49YgbDLFf++6$Z!Ue|!Ay&HnS#`SPfJI^X$PSvmc(Mal7`I|%qu z%$3hCH66FO-pRyO&lH@xrdGt%x!+$t*htp<8YHWwp`t|7z1?4we(0+`ro z_!#OBxIa^tP%##2Rlx|dQD=zq(~v_#VIG3lBm5mPO(V^glr9J{Y^b69yZ{X7x=<;g zC!t2s8d;Z>Au-kMqcXuR0CRvKBhoSl_%nP9 z)G}Z%*^ofr#SV+O_2K$Drk2+D@!4W|6#Ld57PB=3%EY^|id+rTY}{j6k2SJ5z$ni< zVYf-=-E>*u;EuB)>=J>Rkl)JL-A|sVrzg+r)yY|3IIV>uGOunQJoe*~5;o!=&sddtG@!Lqtt2v~rV^+&N>s4cX{$2phg2yD3;3|- z6=iU+8*xQ#78_lXp`LY2loW4%>b4r3g?d*3D;b12LMb<_rX#_)T2&HW%cE7D&OYn& z5ufKlajP>sN>Lu6n5kV@N0fcF)9=P1H#cV6SS;DP`o1(M0GzUgEyttv?DKbj{c(3A zWnO+-T%MiOPnxg#2c5o}66>{AIWsR?7(*a+B6wq?XISun+*yZ3aWG;qDm5UT6A$Ku7L*=2QQE~Wy z6dv4dNU;(|;T|&p>*BM-Yy|8t>KEcMpbD&(;j^fBqU^;q4bZ|$Mrmef%Q40zTWMg1 z(RUptIluSe>NKB-6jW`0imby`vruU^Rh~@)MwX&jGEJGO^<*B4tno~zlQ&q`Vbx>6 z#R518AsSfZ2meLcOkQfbY%hfIRP&FoDww7Fq{)(;NX=5B20j&@gNoqf5^k&nI{3ft zrZ1*>p?48YU0US0~AsOFg&}+8Jc`O_>D=PF}iVNz4h@VoGa=FqQmlFv*C_bkC&E~hZ2l-5?t|0sv z!l0V3&~-G{9<#<=yAY$SW?O)XYgpll8eovCGq0!QZdD_B0Ml+ZV%I-Wx4W}rgxz@6 z=%nipE3x%-zFqV{S~{uwziodr{CQSxw3;v?8Eq7%}EvX-vNs+h!88c!u*KVewpo0ctdt`>8uAx{`I1R`dt zwR+#}n=4WPEJQSx%4UlxXW-9m<64-GQAzmityAO>9T@A+DS6KEp<2mYt% zzjgp=aA<@*0C!53+DX$UE%=^S1IWG?N1*sIG6oFB#xNQ$irAS>_Ksi9tGu|FPxnVB zm%0ZIshDfT3sSQy<(mmE!3%b)E+j@pB@nB0c&ilyTc^=SL`G)Tju$zhP9W2-P3u}? zrYx$#=&N4974t??ih#=uFUE7bDjwimseKw>UA5#PQ9JtS{mJ5Da(bvKi_bIdU@oSn ziUF8@Q5$OXVhAv`stVD#?&^d){}zErX&MVSy*=o2>yB(K}2)^NRV>1 zVoR%+i(z9ZSL8%5<4HvMIESTzQb|sx(zHm2EC{yF$*q~JR@GEUEpgRkyjbnC2>A#~ z*_;Zb%;CWlVtlMI+v)BOGt-b$$J|E8_zh0dzeu5>FxMA9S8rhyMntB$_%UBz?fp?|7f_;6{ z?2j2XygnSn)MBx%MWAhr=M*s)Ni-q$8O7ul$ygVQg;HHD*V+v=&XngF5CQ>Y?;wLM zEhUgozsd!?_Lx*RSn`c#QdH7;fs2F~DyoiBPW%r8EI5W>&;yD$;N@t@$rwMzm_9N_ zBbWhi0Dq8~Lp$O})uJUqQiICGq7RA&Q+X^yV)hG+Ysc5!Q)4)zVekoXOvY?5XFxsE z&_2Md955Fs3Rip_Y6xCHvEg+9d z1&#_wLOAVVkc4&7bVW@#*3kMbMo@zI5j{3gff#RFY!RXVawKCDv)h>N&TJ9n6y%j6 zPuWrcpy@_NnihdVpn z@$SL?_Tl+yf3dtAcI(3M?c(J^>1_?>jquY4TgLXWo)yAnO>snGoGaXDsl`r4ttT3# znsWHI*1v3)=kNafxQ~CgG2qOyF*mDKur-Nj8Hmx6NK;Klf?4mznqfUxjEY4un#mO8 z=HRegDRzXMloz5QupqnBurd__Sb^4Z#d1v^)yiFku1=FNSUrH81!DDw)oM;}<3gBM zY6>FbDQ#rTXEHKEZ$I7XuxBW#s`1{jS&#J~}g zU5p*DmWJ5^d;`#biRl6kYp6XEGwFuO2t1yEZvS&mLv;h{5)%<}rbG1-(GHrf4Fo=< zC}5P(o>7Frwd7-TO%QLm0pJ$h7yuS(0n(Q-$pES)OJ^8JU|)hr&PXdHNmXDN!S&wL zxj+cS9>+!yvWaYm*d3Wd@8`xmA+jG@^HS^68}6YcIfyF9^s+0n`2(bduAi>`EBwCitP%$Kk1!mIO6G98YkBJo_I-w4}J z|LAufK4@qJ(KHkXAEOXWgKW5>(e!9F^Zgp$P?(NaXrZUyKJ0E|)YGnAq;^79*=z&rs4j0-&Eu0d(@gSFN4v+t} zjMbN~wV!VHB$J*A8y-cwy;=2Os+PySc59qV!uqTvWKG6Qh5Cwm8qX(-Wq-i$vQ|f7 zSOD?Eb+1RT()xO>5*LJGI|Yl{SU=GkBTl|B==5E())brsuZH130@-+UWQN+=>q;nj zYSp)`6kJ&cY#hBI)VzE;4Z0zc^dM6WzU8Fpf@Hv93%f>s3fO^x%QQ#^+{6TI96Tn%~CJ&eZ$WH?Dhho6rs|1V457n;bu zzJC)Ar5sA>Qg&I`Wg&qC5(t6_f*^P!c;ST?UI=qDFfcF-f{e&848tJeFvu{dh{zx! zgD5I8DE>iBf=MtT?r!!^cAIX~ZQ7Hz+tcl7Py6lpo^KEI_k41Gd)nP?)}-6BukSqX z^FHtMB%$Gnrx)iJJ)@O(lk{wNI03ju#Ph)HL03S7h+9v*o#mEqkKQCW$hh*z`U6Scv4m?_~jyu_r$_);V&c^ko4X-{$OgAT2 zSEuq0=UiT2pIv@?^Xl34^;hSUdD-fAd&QjH%5mxboyFJZCpRzNeR(u}{B*T=e*N}p z`R(QL{0ync)zh8P@z zJ#$V@7Ne1K`DD09fBJ||_a*spOL2z9T5GJ$TQn=PX<3E8nAv&p?#K3DKK*!|;%uH# zgmm1|q*R92dq}%N(AmCtgg0q&qKWYSC|F9qX317Im$t+7$vDjjk#kZDnbsDK1U=|a~)4%A66 z<8Cc!$-mEV!1&Syrgyk9PlxG2LUd3D=0@@lFG$%99Ws$uE)?$Z?P^=#4Xk( zibs^{ZPO*k5hQVfpk4wPio))8Wh&LaI9=^uym}8$`-u4CRV!!Y+MPTJ{nO;khR40w z2d(SXn_6Hy2>Y`rlf<BhCuR%M=@wSDmaN+m2imr*}IZJJ#byB@Q`a&lTN$(ldPl;Sxj z>y7h%`_im;EJ>RRqF7K3LE+S#B+F^N5O+03=?=kD~69j?}yUm{OB>LXVOkl>|k|)Oi`BPuozSsik1{9>7iuo zL&t2IB%yyyS=u!cePx8_2TkMy5sh#m)}@8XPRX4ou&@`hk!)LH~UpN{6Vc*$LFNYyw4fLGSax!;IA5klPfpIy(%4AUTQi*eN@_#_7%WlV&4|^L_MTgZ zQ;~a#8;NddXtx^$4w=M@q1CahM%C%#O1*5A^Jx~6B+L>CHDf|@9K%KDpq0kq_-66R zXt?Z|(bV#Esjn_>-u?E&FW0MKZ~Wx5=U@Kv+s*escG~Un`C?QlxA>331w;UM?)qH+ zx{~YofBoZmwKQu+A|jgzB zAF&*m=u>PdZif1e{%kZG4AZ;1Qx^Q>t{3U*36+g4FK2>_iH8%tS|HTuSEwW#6A~ig zdXQ~gd^-(8bQ2?`PHaR3Om{#C@V0>2E{|(dD0^6pX9NTw`wzPa7R&1>EcCE-Al7(j zqZnkc@1>C7j?zUr!itxSX4nRk?J*RAM9_<$WAOz^Bib|xmO|yCR^dMeCkE1dQL#9S zC$&sEw3oyNqum1b0v=;b##eIi;kKK;YjkjD?&K_jY=17Yp?bSX!`n z;QDwEVus6Y7;|W0iQ^`x)_5dPje=ODQ?R6~8c|mSj0Vn(IJd{ky5;RB|G4?~m+yXg zJ#Ou-=0|TnZxj!&E*i_Jvp0UZ$bkf>l)OD@iiiiUmEZsT%@gl#u2r`S5-ZnyJNM(P zoI;L+y`ND9-JV@MIoV$>mr=de;U$}o=}x23ciJ`6U?ZF8iComHyK}UVimpqJ-K>oY z{Zd^i#+-^YgR=-*EXtA#xqZn}x(O{WG`%4q>T&OaoQZNfvFbF?xyyfg;Peh(B_C>a zHCNHEPX2awxp#5-{_oeXR#)%Nx~s!t_4^mK@#C)d!^E7)&rV;hj`ST@tdbKRMYlrt zhQ&&E9H5vaP3LteC|8~OtFAZIVq?Hpe&EYgtQooOkWg3 z6jl+q15QF!o&ZV!IYFV7LPkPDB*IBR2o~4vY=m6;kU9q3g=z{k0j4ypDhS^|qo=Z@ ziqR&CgFnVC%;-Fs&9F_wbvV(u5e50UYI9g-pdhfdp)?81c|dHkM23$d-eOjnQjoH!vQ(@g1AFU;cIa_+s^} zGrs)d`QgpYYA?yTsA#6#u2q>#ZSVTq-+sAiCi;J65_t!_utK}HaI~3lZ%1ccma!)< zm$(Z)U(FlNVcN}jM~1*cT+@-Y|)r#HjP{n=U zUS0hO*vaW zySiDNbuM1c_a85h&c0n~#pzMW7crKj=b62QIn0N51wMlJZ(bF;U2$@_jwqdQ!jLm%OUFDYVzk2=o0K3|+S zjvg3`aRy>>4hOz6k2r|v)rFY}0{B+z@y*=0F5!urggXcq)+9Y#|KbQxlgBAL%3KJ` z^sU$tJr=dg6Iy|EUC0*`Ff)fK!+(|5aQUWiUkJq%QRAS@h*tNuN>QNXZ~~kH@`X|0 zSWN)xfcRS>K0=t%EN{m@%BCp>%fYeq(k}yES6mu=an{$5AM;|yzDiHeMz!AJ^2@X9o2Qv@ z!0j*RTNZq!2U+_4*H`b4D!TeX(3jv^<%EY8171EwJq$L-$ZY9eELXEzxk|IA zrSO1*p|=!~8CBCewh?A>oX>66`J%OzS{*wnN$z6ek^K9Plrqbm(bI30!Jd{a}@k#Z)QDr8R|(jrYXCVuOd+o6|?-$&0h~)w_OXvOGKa z@#ItAcHUg;{PgetX$edTiIS8AX;`~wZ8+1Ain`*&&`xmx0mr;;Q7q@8xlaym^u z4?Jlax*&yV)o-8o@2(BUVf*Ndg*9yRxmIWR!*y@AKT_rwk4u>yn9yWP^Wu9UXZ&50V8rkZ%{^cLZv_b7fX-NU*BaVzDvqrq?&`Rk%*~>3q^!7C8TA zV*k~6%Y8K5_KG-A;62gc!)h+@nST4^v^sE>?x1cR6NCqI8;xDBelzpT8H;t z$*^|<3tRJN5R1n0iY_HpfoETQF1tBirT{|-EI`ACLM#!&PAwddC2$E0!(A}DSTArf z{&p!GhnR}EKLaKJZ=yU&*JT1owZz1QQIAD|(qI}097bctxQ5~dZwBciDmQ?J3WR_X z2UNwy520>BnG`Ah5iOZ?XqYbCl3qBRB&#hUqvt0uB}auvE&w|v2!M5Z^{>kMqCU|9yM^NN{oI?b9h?^#rKscWzpHkR1%KyQ>S z)<@p?tFK*rUWyWLD?`;(TcvmSjq<8!)760hZ%?_ac(2;bo+x& zbLNa%<@ovz#iVWj+~QhGHGoh+Er7sWUrf}#5ikJ_v_k1ah69(Cx+9JZMB46ru zO*?Pr+O0Qdk`E)XR9c+u1R@W_R?S{EWu{)CT|2e2-(UYW>W+`^n!5}6^RJ9M+0*KV z2MkhDUgx*B`pe*`gLxjk&M3&s!_N!D?@o^^{nI`Yt3vf1(Yr&mRG7yC3|l7i8LK?0DbOUf6eOTYqJG0GZBZo-5ShdlsQJo~YKMdKx( z35blJR0AoSyefg{u|-ZBKs63<7-%>i{$$|zm3_(c_A6^t(eSx(sR_El|g(JDEV zRjs^kkEq~Qa4<(uLUOWaTi^Zh&(ZH^m1l=*PaZGceSO$%m4z^*^}eVouWx3cF||8} zVYMx-l1F?BlXslZ82_}a7nw{wsTJk09A%2WM}aM0-MVL*t^JdOL<2&XVj^BLtK+v9 zDOpT-G44q{yVBduG=6z+rPrk2mwIcS4@pMwelVH7UpsBZkyDzS?>Vh@e=_Sm+usu^ zB~!Kg^WkzdaT<2BYq#2?uG8#yI`%Z**@wt=|9C!V_qz3|)q@pCJtaYK0wl4hFy@4A zX3F7vlF+BN4BZfz!eCY{+BsDe6BIYF%dt$WF+gso%W5W8XX-akeSX(+@afjM8CaZj zhGiF(fBfb0Derq!{Oirl#i%J-P@E<5*}r`?cd5(i$Gba}+XUqk@M=eVe-WT~@cyMT zZyy1Gap_J^pq@R6u8kK+qShkd!3zBIIzm z;Asy7kw^-xE=vJApwW^b6l|3QN(f+iLE%O!3dF$DhUMtb3o@m3gJuvka@5uZ${PC}G=$axO!`n$IxVmK8UP8h7`D?X>=Y zp)*WE?_0PGqWvks<4LDAIg! z@kSBj6HVb@hk;@oI2STpsL8;GV5q>|8ZZHekri8D)Fc>K(oPANK*Wxu0tr1vwg|X? zhl=4=xDCG>P#e%dz*vO9U{ox`G!P&VY>S;5`Mm#v2LJ@}LC_FD5fuC-vAe)AFxJ4Z zb|4PW=&F#!0BfKF`^Y`;?N)-!X3(O0i5Wi`)gW>R0WdH=6WG(JgbL$|OygfkwQIxD z%(<`x`s&v|-d0OrU#?kMAso_vnA(njcFpo$Pi5I_G9qk+fWb1=ypkwwOGQNh2ANmV z>$@qcW?FF9$2uX4KRlTPG5s@LSWMrAxjaIU8ApT zMUd$jNx7$6(U4tgm!R(Iw41ehW7zH>y*1CIHj?XOtJu?+j|)FsJ27v|zVK^+E|Ry=>)Y&$Gw(HlKenn~WBfZ6qKb|Gp}& z^yFna_Hno!2<5U^sZe&!=T`y{=6}!`<*Z|?Qf-!UlSN>y@vlGs{PX(HKmYlkKY#hG z?hhgBRf$VnoYuM)olidSXOxyLCJiZCx@hL?XD4oZhc>^cYpHUjws4T$9OQ9@f@ePi zZ+7bP$SRvG3+MPq=%A+tau7MD(n5k2WmU%3@ym%Ph|-P1LWDvt3hpH!9mA>!TVU*f z!C8VDgXkJt2M`f4qI?u+oCQN{1CjyHec~uWcmR~|Ew2mdHCd&h0TaV9G+X>lI0;;D zK^+6YiUoy_Bl`tlXVQO(=H}L1gm^CC{u)ylu~k$-agE#!e;7(S2iz8?IlFH~xZp{Ul*+P!6BxvX^y_&g!k=wZZJjvmfNzyEZi zB>(-yZk}4TU-j5H{M4y__l@?|jj+A-VEy`kmi>9oxRAFz zOyxeJKeiD()wj}#L@K!Dzhms@ORJ=nY-X6Wh7gM1P`dd0-+%o1$J@K2e$5F=K3pvF*b#9j|)YPg{!YbrEVv`X?7 zP?oS_0;>!80#TTgwFEvT2)mA3(Jx+)wJhOxu}H%wVSx;=i`ENP7fl(H8*$bJ@+Zq+ z{1t_$m;8wTMLp=gMi)zs?6g?3UUpWevp4EyXh+C)>;lIgA26-P@1<)l`%^}%bSlfY zgH55HC_qse*sRw_RC&=pz;o16b4G?PpIt}g`@w(}Y%A*lV}4X?=<*7w_sxP;jV1aI zeb}od6A2ZZj0m?PWOINKk0%Yg4Nn@ry1M!9rrO>+-JkWHJcF2SJZ-$LpeKkBSEIW> z=w$oz`D}mnWHq*Rr1}K(!^oZO@@d4w^{+cPB{*5u0-e3?{BAyPD;JFlBij4z(vy=X zFCI6rCv5ChTgG0xdC;qt%Eg=@MnfOfPxt=V*LSR*s%CU!xL}N&oh>dpTH~mm(z6vk zSsnAcy~~4k>uPeGcYAjH%=5|}-v)zsn*H;d^V4^(5BR(HuC71-eqXPTjjaF`-=x^e z=5g44&%f&{Bt2pOX8xjDSs~dq2U4fO$Nu`CKmYt+blyL{|MO4!PBB;vX>yjYYl%Y5 zvOtjMt#oN$i8o6l@(bHglrEre05cop zxA1?rtdsX{&mECOnbD02ZBFzW$36JgSpM{)ye6T#mzUVv%0?j@svMbz8E5F zuWI4|*b_GTwK{9d_Ts2qkPE6NIjcz}Km8==j!R3OsdNVpZRV;6bp;QzT0_jY@A+Vi zT81?s{(ECc=YgMQNVjT8ZG-|soBjN+tG$caV%ZYY@z}P1Bjm!90iol1rPOFSRwrkV zoA%f_=+{;3J{Z+rUN^VghPrTX`Pny=X6N!bfom)Vla08zSM#lo1vPqHAMP)neE#}K z2q)NTswgjFgVDIwZ?vqUF2=V$sdO%u4Ar*ugvykcLq*Ksm>oxpV#-Q+{5kAV`u;oi z^Mm^I`Q>5IO>MazeGwNupO}q=xA(kz`NL=0N9w2U7cbuYvs2QJ;NTeEU3W*7z*EX| zZ#%*&_+xRew_*7_C<_$AN4(CCPcoII_H8+Oyn6SI>_d!SROa=t!i6)7ie75k0Oe-Y z;%%i@lPa2K_oCjYw{p~jY_w3RPn@A+yCHZK(i~!eMMhs;`}KU3Z50a-$Hss$AVnv} zj&KYC)e;cOzj^_3VIz`&CV~S!MEuuqdkOIwnk^(`Q82o&&d3*3MmIqoXSburAPq30oF8jUDb(vVTq*#6?S2do3s=cMoA8%o%l zx1;pKrd1HD?Mb6&b>_Ru2G^ZC!HhP&I?bJ3ET0^xp@;n7ovk7@J6OtAJi8HNn&@wAX&p!Y8;xt;libU&)rJ&N-Qf7)e>vj9KGiJ@tZHmC!9Q>J5 zn$>B-k#V!#UVZ!1%XdM4h*g6-Tqcpio59G~?Y7m!iFm70FPT;rhWCxVTA58l%U=_x z&z=l&UZKd;T06j}Vcyc{T_$N*ww>||N}N5ZRjIY(eM1?VT)hzF(>>e*r^+!&9Kws~ zVBBfiH4OnpUjJ5*&E(W_wOKP$u2e0Us>uDh1X4|8q4;`bTQiz=a0)@96NcD9EW|oh`tC|d)ZD^=p8Bkov?4iK10BPf@rR>$%hq=gku}XGSWH~p-;_HqfzZu4aJrdW!ae`6|7+#5(%R3@eV-#MaGlHT@;iq3_`Bs=}7D}+HJaFYC4H4Ed4uOS)tnyUxABqnd*8+{$ zDWd0rXqU%@B>ecHXaHBsA_IlU8K@LmEg(b)nlmVHfOWx(!3qJVmK+V}N-X(F=>q58 z@(VCxLQO;YNJco=azRyqKnUPi2yY-H2Vg+QBux?(il4_kMA3ly#|0bNLZIv3QffGR z1FuFB{s?JyTdAmOEGHsC7xVv1mx#`A-4F>t5=r7#1K}Mo7o>D|a@CUcY-;TdT36Xz z_8u;`tSCL6Toh)jmy7@T^33yLd}(_yLIOkgKyp~Mid&pK-*@`12W+LtnlHX?f->w^ z{9&%$sBj6p6EBxI-r6w|?obk1(e*7ZB-px1d)&e{_Bc$g=+xkwKFD#s<=MMwGHAMF zEvJ{QW~tYz7p-2cRqHiutBOPIn(0&!Bxq+%CWX*8Znss*V~tNt9uitDFGx!xa#7#f zrS(MAwn`Z);KP=a@olx1f!)@Yi$NaEqKgo$j0ve<%WT4mX*L>+Cyjo+kO;fCJiC;= z+>>1hlvQ^`kVa`i%&=ij_hpvSZ2RWWc7D6!))|5Kh4wo;r6c8NH^60$uB*k+Zr|?s z{ri8+3YBU0Fu4)7^_nnh8sq);!Ly2IE4Z_xKgXCL%L*IaK1mt4%tKVYl8MN|6NaR+3sG zt8&cXo6b|gB4DwRgzec2=-X9G|O((CylAxJL?w93ALE5*I^lM+U07YQH5(R z#0QAUE0?Nu9D0|>0D%VVM=(F(E`^6^-PeryJy9vQ9)cCucfPu~%Ewh*qBHGUqi9&Ya2g1n^3ee$*o$wj`!_%T@wcBQ>9Sn{ zwUQf}%?eC050=i;&zf#Ge%IOyrPE2%DzDrR?J1A8-1z-PvEYCx5Oz|2m@O%W!X+cU z%Tc|Sk89ax|AtcaZvFUZ+}U4M#0GBit>R!hY86|}$HshwQ;E2OHv^rK05D0lu*DDBuKr>st0>KOlr|2n*tLDcT^(K!Oa>6@i zhNKKPXRsI}TV8OxgeV|$8!0ZNPocqLF%jSi+eJ7AR0O$71D*{+MTon1WLgKXkN^S( zSRgYTx*dL*a0fWf0niNsgn)9mb!xcXV_+0R%>x^NHX#3+n42a<0^k8SaUy#p3pRX* z(uNEjKlk~_d9WvvuOn_dGJ=N4R)oLBaH6SKIVOh;;tJXH_rD~a&5wv?9 z( zj>}KMnKSaBax#4_D+N{-Ye+M!T^We`Z5qXJmZ zDeZBaM=9XUjrWG~2rmzunBMa2%|RW#omH*&Fq;sB*RS5Z8R|vbC@N9AnXV+KgF*Ln zv_BhF@>$JVwbd$8gW4?8EJpdTYuB@`=X0{Gs@XEUD{-L&=FY4Yhn9oG$WEg-ZsoGI z++OaiYp9M@(ULeJ4#)6c3xCaUuHSVWH^6`*38I$O?V>F=prXTA6{DNt zAQ+AfIFmprB3^_>Z@ulZWGxIv7`PV}4G0ayg7{X;i(e<`7Ilh>MhCsEM9f_nv|^a% zSSY;-QYKgNWdA^}*wJ_~o&jkPRXK6XBa#O!exo>KM`izabR#H%e42*~a z7x25yVm49VJIcDDQ{vpTuhwarhB<)5<>>XZuYQ|-#KQZQ39^yU`a=XuRznZ&<=?*# ztX;hS|(ijlBnQ9cPuIj;V^n-5BNF-iaNPwT$**%uo^N~kjHAW(u@wW?YT zY-lG{CMq)Rs#RMioe(59`M7n zd9SP>#xgtLq{h=zp+V_Cie0K)J)dfFkT}j2QkF_TxBb~1E)p}vDVB;psIkbQxF0>uC$x*r zb{IpQkU>bADaFIfo8-NM62<~%$0_u@bQ?o<61I*&yP6beuC^$JR$_?pfwws_#;_K~ zz!s0g{~WL@Nwi}qQbegDCV+_tlMJ|BAO>i2v8#ou1``~qP27EBU?VR41mj|1fu9f? zJ=7%OZn3(+WhZ7dGH?M~lHm)@8Y>AjXs`v4IzaP)k|VY^cwq!@2pHXv*h>5=s+}NZ zyc`-b$jz}Wi@<3SD>bNXfRV|CFjzJ+p`qcDzo@Wr2DhnVN6r_VR-CBiX>W+m)uC++ z&sUw9HMf^TpNlAofP~h!KT&+Gz5~5PeDz9ne*f)7za6U3PolMgr1QmAWY?nvIXzzE zz1!Ks@XtSg@2suO|M-{j*YIMGy2C~2WGPpuIP*P0iG;+w-DwrjX?q28zuPXBYlx@L zB@zWAl~*!}bV^4`Xoi!6uDg1hYa-o=}8M5@r`AFgjPTf*eo%sCVT$()YsF4h-d z6T3R>T2fV?hdQ$LY+cVVUb$XRIpZzd?Wi=j=A?BJ))i0}y%YtEN+!{1P(T7e5-Jul9Mse8O$G2MAT6HyAR|zo zKnwU4lpAi0!H&TLlA=6-y%61k9P?u50boE**Z~>*F_^dj-;&S3kq~Sch=oWbh8z@p z!@B^HIDyQiO#|R zu3VkUes4UZhBia#t`_lQE97@dWkU_JrGo#SVR+mac1(SnGBTbZlfl)9uJ|_CPFgRg z+^pLh_pRshaaXOP;*hAC>(^#fo_`qK1+EJi{o$}*w_sXXsO1z+@C83~>IST1vTDF9 zEi`T6w4O|b2ZvJJunPNa{JAp4$06)n{c5_%;ci=C-G=Ry=%OPQF0a1%{Mr-D7;#^mc2ioGjUz}J4_CL}{T8Lu zmm}*O@5^SLV-6J|Lg9YA-|}(EMafxI`A8yNP!zEwXKCr$xf4x?lx8)Onb)PT+GHsq zi{l7Akz0RumU0tz4~miXtP>Ebg<(V@qLv9iTi#F+#L2}1Cq(8;|!pe|IqsA<@NRC|1M zJCoK799Lk$4U#(IX2h!QG%d5XJfH9&rCnSwzAJ69Yw`0ptH-6nR0-nhQ2hJfhL4X6 z+Go#hjx|+P7(OVao%4ejJodiyt$8G;u57K{DPFsqKmXtL^={0uu`lYJUYri&kAf+? z2q|rKWM%qJeSbBJZ0T7l+d0sO`jz8m6TuKZ;=8Y}b(^+c{q6GmL9#Koi!7_9gpjZu zsbmA&MeBGtTn!_FTv%Se2<>ictbKUj8wosjSzKV-^$>9fo5_>7hnce25hMJ$RyyjZ zaEDzwSiXJvc<*v-Xijex;2Bj=vtlNPB;n=NT2V?+6qa;+0_fuUi!%VRA}oOT%~8lb{~)CLP-h-z@I4h8{FSzPgiVQmDs%V5GH z>;g&`l?ebr>X$f#*sR@s>Vs}F z=#x^3P*~2w1dTNn_Z_7hLs2MFiEdA`NKIc{C43g{&F4+pYD7AnY__y4+38-VC|dbk z1qQoJIIj$-j+mM{t?6R!l)yGCYRqSHJDiWZTSkJ^;;{92B|fa@4W!QZ2U{L#Ytm(Q zP*zAbOGe{{XlH!~Y>`=At=1kaPhMB!{mk_J&FgoU0UAdY-b~!0se-^3V|PQ@y_96l zt&ewne?7WcXh^WLal7pEzl!c{r0%SJeD}k(HCU&mjh+w-rx4I!XZMDApZgImNH1Sp zzIokG^~!Sxj+q0^Unp91Sd=0@ zfa-)O5{oueH<`cCQZY@!MFbzmVI&bZpx&@zLunF}03!#21yJ7vBNHAMfR|>xcm?=i z5*3V6MSH##?cnSOOE`>e=(u<%Ky>cAO-@7Q5=A=BEW^dNpK+<_Y?c9lC1MNwZg8X& zPRCVv3dM_)?-?P0nT77l-{ncTKvnMR&rdtPXRysVIzh2E4w5}~WygHgyOM&3z z+0Fa6k3I}+$(`2aLP%6OyAt%5+MVUoH~W(Bkvju%VauL&$}%nV50`xafa6BMo49Ae zf(N^`4m|wocpDd~h!w%HyiYG_Mxz+-jPHiLR@p6dxah7`a@b%dPRZ7$eAf3M{8{0H zI~Kef`9#J%9wr)Yq!ymeVjelFhy}z4TX3M2sxZ$VM9%Z2aJ#~aqf&U&I*`zd3yBil zXm|HcF87?#k)1H~@Gk3iQ8*x>FM93AXI4CG38vE=k0btMsJ<^oQet)(MdLrrI-MiGM?RS@xz~t5C z@v8oDYFW3XM6t$O-uPSXQ+KeLLflA~s5aJI;Ue%L1<0i(7Wb8LaJz_FO+gjOz;YK!tI425 zOmWBxjc6L^pn&-cH^R|y91H>saYzCK>J>@_@)zL_@T4an0D2%?FFuA=jRzQ-9OgA} z0=KULiw4X9%U#TGXr<`6q$**8alvxl3pQ(s0UVz zIByhO^T=<%a!)|h3fr`5{PtLJ9e5**LU2OBWF{Z0g@@JZ-@6A z!w4neQb%2wg>*x(3)t@sS3UJeYMr6bP%EEbyzI~Bt$cyo z!T$l(r!9$vo5<1OAo}iPt-KN|93IYpSbaaE z4g0>*;r$8RqK9@OB{S`dW<*n@EPk@MoD5UtJxB2CdqzZxXBDO5|8e;t4fE()nf7+Z zyIN9UR8C>!bo3b*Y6wR-F%AnSHWf=l@eh**tcgkF#D8Pda1Q~sE(`ZO{0t8g;xC5y zFBC0WFR%lLV_+z>$+C-hFTsWvu_kD_1Tqi+j8QI3bAb>8D1h0GU|}@O2#7R{U6AM! zF%Iez5EZO0aT5V@CkO$;UPu&3Tm(ol3N=YVt4r`K@+z@DL(fHhlT07-Bfbbe3nLq- zU7S$hsxnlp1OuCtl2*fj1>p07aYSK22#@3dT;%|UQ-X`yq5@3BcfWRlW&N9j&VIwP z_Ft5I>Ga^{ZShktm^eN+srbrf(sQx!cRMc+e*afd*2OwaBjl0`CG^(d^2K3j=UyaU zsMjl%K^p;k5OJTKwf#u;iH6j@UTQi8b<5e#!Lv7k4rnwsy2IJ2jWC;ampg@ly}RIH zn?7rAZM)N^M~|w=UM^Szrm!)u=BY>NS%Yu(9N+#yGQW3JWI1olnrf7pHzO)v%Q)&h zF)TGi_4v5dvJ2&ulW|ceBX+B_=Y70CI-XK-$sQQ<;$U{PK7JvoVMD$6>oC8f6!G{+!5p5$6m}AX=q06#Gk0QGj(Hc+$+w~gLN1`1vEfCRCP4PKHDjp;lRSKl zThvN&eEW5ak1t)YK*ec12UXGbpr`*!$leA``Y!_G39O2y%R)Y~xB9siwWC5JP}w4#>M z8?2Geu6$S+VHnOZ{%fE;#KnNZ+0yX=?SSe|9wqp#@JC_9V3Uy)MtE2cBds zILMpbrlH$~(w>L*nIS*zq%+%B-%EFknV?dvl_a*3NYnWc&i*N1R#0#ZBC6HyvaToP z2(|XFAKZU+Z-m@9A-3~1S0q&ERdQwyvg8QGZby4PPHtLpGX4ZWlpNJ-il!CJd?Ge` zvt0F@a;c%=n!${-nXT!JOoq!7JWR7Qx8PRWb}z?&q} z95EqK={Qo=X!Kzkm>B25EQf1KBD+ms{=3zZ!%`180uFiPfSpF4Bg+U7U*zNmnTSZZ zMso#V@S&z5bwE=FkRXE*VHVJt(RFW6b_mEI-lg~pdI;jmfDsII8Co(q-+?|CB}+&& zG+S~ROawOW+p9`^2hI$_M}im7ec^YGHv>BFt+NN*mrd4x#~P*kn|N!$1`XgFumLW3 z@P&wwv=aDfgy5&LzjR){+>O6{eeqg(S}#wl;kasu-WYCJam2IH{X*TK%C3SXq>;7Q zc|7>--@mTOIX^FMN=A47W~FRBLV7rsV6}R`XtIfzkZJAP(M@;+fCP_w#rm)?d;Ik1 z_`rr;sdsd3(Aee1C*JiP;m}Fo(##4g@@{CW^>n|}qAd+gcRe_w3<@4R09IHVV zeq1h&&h~6Q$Smsk&rR%5n=B(~5UClpN-@*ZHAru|$&*S!Y}4C7O>AqBpoaxdDI42a z*v$uovK_T8#hMN)ifxFG$=Z6{J%7@S#-F~XqX&z_O@WGFyMZv&z(?U;6~1-)j&eGo z*^Se`w?8x@sbnOitKAusN=p>WC*dJVm%=QkOsCzxUD0GVvh!_Y>y!KUHnxnCAm7?Vlb#$5mOp#Eh^xb5#wB>;BycatqeYSZG?vsjTy_yp)7t#(pwRn# zkhL3cryE)`&e|it6szOkfC@JRucyBk@fPEhEks7yT!Kyy-+up^eSlFga8DXPzB%(7qyhdZ|n|a`hIb~ zfHNc5&@|_M_>ugDblkmDhSf-Thp{X(V`@Tu8Ou8xRdBzfqgd4nYc+u@Rg*AnO3;yf zM9Y`OY_3+z44MWcjq`T)xMb0-IMM+;E&Ek=J57f(Vane;*B_O0h4vDb5yfe@T&aUh zODFT)O!@pWxL*D8vQ$_+?oc?{qW2!fs`sZ02V$du6yguRY^jM*|Lx^k7?FKA zf3&skiqWiqHV0?b`#%_gP3(J&q9%LgqKn>su-kdcY3jh7<7v71!3P@!JGv1{w09Se zknT=(=EZ6chx2K}H2G>mmZWlXOV|2?mDL{)4rZ1+b-A}IQ&j;ni`A9Oo2Hd|BNuNt zEEh;KX(8u(VZ+`yF5nxSOjAh(k4OOq{vx)(SYKnS#*-Br56^zc`TC|lUd5Oo;Y!V!J}3LI1% zR0}9?!h;bqmwYBZo$P~g$AcXP0592Oz%`qg^%GemDwjl|fP0GoDUj4vEGvQ#pMx92 zi7?1rFBLL=|NQzH#%Kj_ITlD_T|-bz9FaS4@Cmp=?t~ZX*u9s%Wcm4-5^wFRc%=E< zDMw>qb#6-h9Yyrt=hL({U$FFauc_9jY{OljISVJa5f+u8^W^R9?k9e#2|~5Osb9$QP!CEtvIwewZnYT66r!GoAU5-C0wfN+iWf23(@-p z%9aCy&e=I+(uk>4FuG$qNf^gB%At&PfqsFg`2an~lN^a`q!bCK>&3>!ip%)2IrEN>4<2Z&ncm%e=*w0u>SE8{-Wyx-VfKK- zjYmr+f8@Bgack~w*bD>h<1-SIm&ANNUHdL%L^P(ua)Rgi`PREQK7rPNh0w+ z0sW&OfLahlT)>HZicg{C!hwtxIRvl5tO3_O(2)VUav{+8aJ(gc^+dxEg7Z0O2V4#l zqXiTdcmi@Zfh#t=8h2%|I|qP3AwyvUQVc{aIxgxT<{&6s2+oN}7r#m>6Gy;N)NvGB z3!FcIdca6UUV!-x9|eQ}_lue&RZ9UiKs!lF8UPnxm1LrL0+buK?)ViHDpU~O{2v!L ze;XM#>xKA$gs6aHi1;zD!3T}mhTbh*IVcBGdOD*WF7}MH-q7GC%j$Yf{zQIx)#vXe zs^NQFfo;rsA~pZKkuYYy{92>CI21M*%`PsU>{ny9D_0w3S{6K7;^`P&Ja|%rETPN0 zDIVH~l%6cBL4S2r&m;LR34|zfs*l=)#0hc4{v9u@@O$O^ej$DMa`+=1+KI^u>^1ZI zdHnWDFvu#6i>jhkl<2+UQE=_!zwRdb`I7EJ2$~W~#@w8Wgc?_|M2GpL5u@kENYA_J6`3EuVM2 zzW9fYn&b`+ZmwTjl(ES5jwhF&q^P^+Kj%^pq8w+LDY4c4?7SM!3Rxx*NV8Hf@pk#4 zJLdI-_T-0jZYP|mkE$6;E*7DX^KV|heBHmEgrnWfM`Bygb=z6W={2*q=2(M5w;kFJ z;E4>#$G5I~dzRnSjZ{a)Vnp(1%MBx#R412Xv#gLK`$6yu5a7?m$aCk*Q??W;vA!Ni|12zsIzrgFF z$D(=R8z2Eu@Zu2zOaQN4qGCX&C3pdqiwXkNC5s3YHeAP0qF$O1XCM|(j$~mBPyx`3 zpP-Ua!zgCLE0C@WzcSP?Nvni@m*9l}5Hap7@lq^-@dEOF*!<7r=6WLbkynKp=|wpQEv^~Dfi}Q16_#(+487N z@m2M&4`xGq(-*5X7uQQ0b5zQPO2zKwiZM0GBxYxNr?*>fPizliGK{FEi|YX|W2blh zNs~BAa1q{z696dIj|$m-ErI=fcHQHR+b^xR%C5%dK$y7ux=)g-vwVWhz7!d@R#Qux zPBQ@XCfAM&#k?!DF}5Cgjz6cp?r3mRY6Gogt;XCLGiSwWw8MllY0q|`bnH5*sNR|o z@7T0ShcWK$#*BGUcYat@>ProgmYt)46WvLF`IB*PcGM1UxgX_c>W;O4aq*&4I@sGk zpHB`-1v>fW?YJyux=#sEw#)q$A26d z{{N24 z^~Vo4M~l8z>l>0)H%sbvbTq8{|6nv)ZwDDhN_nU2054u1MBUZ?jt8;O18Ub%*rsgL z&e4a(e$V^gw?~`PqfW<+xDl-`(e@<$f=y=TTV}+;rh$Xblo=Vno%vD%tr8SdYPeE zZ1E3A)9GlCm-??Z=6xYKxxJ`ksdu~Cboo#yrKBQ4TuFMml-CoA`}wZo4Eh|7Cy{}j zNK&$2^V0~aO&5Ao-#z_5-v87)5uI0ds8C%^wPDR@>%H8X+b1@RTq30T^HyCgtyfk) zYsvBAAfia6Ou?;n{~n5#!%1ZM6jnksi{LxSU%B9c#{@_nc?BG94ugpdnk||zgkusw zLrR2s8BvOXAOmUuUw{Dwbc~2QNJhxn4do0AT^!e7M|u|~1uBeS2Gl2J!hj6`mw*&_ z;DdYs5kY3WIF!K@gxm#C=lEH2x+0)}5W4uIC^M+a5l2E!U)XBH8!}YxcmqgnaK?h; z0<;cjtU$tKpXaWG(Vl&%&@k46;TVR^HE*2qR{!72kGG3TO9|mX2iAjxN#Zl&Gx_|u z=fvzfdiL8tdYr@0`-&^h$>*D0XPj?@qGs-oBGxa3P%WEja2Z*nChP8fsns}oIgk!v zF=TGvZ5j@j2q`0iy?`#^Pn=)|%d*EE6^1i+wF(3|PS@Tp=An`dF)-fCW9b4?);YF2K) z{l4HMaEyHSobtyF?Cj!d63Dqs0R$TW8hXWjKs z4P|(3X^Q@s{?p}o{T{Y{fBWs<1G^xS;-bvu;Vtj$J*||WBnl@E_dNSlxf+*!tt9Kt z#4@hS+wYFo?C51N63ypBc9-QFlfFDi(R*UO*N-_MJb+zC1m)Ko_B!j0p3UJ=k?X@p z7dbVLv(n!SGu#2$N~6{)2X(5>=fd>Q!KlEcQwlhSj0koujiVvV zfhTX8r6C~WaWV(11v(ce2R!Se2@YOku-d`z(Dm=;W$2iMSpf5oV-~6$Py_Io6f~p^ zkT;U;2Z{+2=s@T%48t%?1C2lk2Gr!;jwPJ&$Z7NO zkfgkcuE&qWRSeSbDgom1ct9%);UWQ@JEG+AXbAd(Y?#kgM)lI) zfBSnWXovN6+t|z7R?-)1^x`F*0@oXp3h{F}5v{E9u2lJK{79S4w?nrlZC8)JzhFK4 zyxACFlc%GVLJDrm((@UxPMFWCjY~%+kaRKlf7q>l{;WO-M;xw*R_au&W?etlxlE%1 zinda+M|QJwV0SM1AN$uk*_r4~tI}xNom+>+(Ika@KgUE2?Bun)6b=^pu~Th)c3CTr z$}X~48&{fDUg-@}96QeR3ni_2GjF##9lcP%4or&6iEk>~>2ka|)va~Y{`S~fHuhtq z*<6>c%4po5&pEfz71i@bJl(W-`46MXLnht^m{pX_ogh$YlKZhVQJQo#Zx2Oo_SZgF4JI;OIE)(a?xZ{z>8}V#E{IKY_ zmt%#UU00IDxt=y>ml+00;eNBzbij)n`wS5(Ei)UtK3H96bVX?0v&m7#;os`sQ#xuXwaC;Ry6%;5f+O42Xd^>|t9NoflLCm8P)?1Z#g-20%*M-s zuu2f^5`QKl9!H6S@Cs9?2^1OhVPvWc5|#V_p~V3HV#Npj7g!k8O?Jx2<|OD_vIPth zffOui9f+6Af(eqv2XHvUyTA$q1>jW?F$iZd{6elHgznuNc!(Gn2585kWFQOzm@NE| z*#tgJ9CpK`bZ>sJTk}K^w;Rr|;1z%u5N=E#LcM^iY(!()U0GJCZW%smoDZlU+suJx z>XjtdTGFsZPDX?>VpF?<>WVvSOunLoEv|67Xl<4)vy(b3RmP#3UIw$;uCPJ5TdFj& zMs<4C)@H=_q1hj_$0k)A99f0&82mP!fkToR-+cQYKgE*LwwzS!g~XG4_a3@)uQElm8c#K1 zX_XE-!s!TSwlv%6`{Thwh~Lx}{q&wE>V!9^{pH*huqLlw|Mc(oxRW_F?rq8GaQd7M zG2eLN#kd|uxjrtatU8^s9jB{D&IK3g@N%_w{rTqYyH6j@$B=>nd@X1G~UUs9q6_10#YKlQ<J)07h_Nb%_Lr{6SPOc_|{R0qKPxK$I@Y7{(jMEI`N5 z<)WjK_rOpDy^Q!bQcyMe1CaOLT?UU*d;(AmC|rUpP}$%af&pZv;R3XLlviRt=xCJ)BcN{o}3kUV4x&{_QW75SQ({Ds^=hl`HUfbw;Wg z38pLQ<4r6s6+WCH-=0Nw(uZa8ewb~w%<8CNb{AD({$$l2G<}l|FPwb$6Je9rS{C$yhfVx zx(mH>E|!vfMlh=O`LrJyRO?RD9`vSzgjbb@j4PCIz#jBTf-iKijG>f__4{mPW7dRb zH*4r!WuIC%zy7+k4j$}h?6Oo!t`%=4hv{Y*+M7aewCQ)Wbp?z1k(fIEaS4+WxS&I{ z)1iFFz0kpFHz!1OIa5U3R=@Or{u32}6d}%*LWk~!%j+aH&ky0OQ9SZDXR)yu!F=YQ<4?F!R3eNR0e*UmRPlm!`;&x=QR zBzxGhhxR=GFs8RtX3JMMmp7kZKYO!%zWrkFVZw_%&BA%)Ac2rgw)mP0vwSj@W+YL7 zmP&-huEa|yW2kn?J5n$j!AOF_P?(0%7!|iUc8$(gmg< z5?$hZgFl20P3jvE8XXtJE?$P{$GqSnh+HQcc7t5-l1z!}FXy+P7S)dYh=JW=%Etr{ z<^T>Z9CGG1HD*idigeH-*mFswfk4H^XM289l1FDAUYE zUFoKsEYr(qnAKv;zUP5p*39F1Z(6SnXZgAml#3gxa|4tAxFcfOjC(pUQvW_<<)Cyr zfT2W@8~^WLU2#}g(d<=me+OJntRmRgH%nKZE;AkG_D|s->qRP4;+iw9^X{dc;%D)y z(5=A7-uVfw|>(IQJhua5-_X!k9GX_xK8%KWWq1V53ER$xgG_ zP$ti>Zr>&b-`}2GeqIKk*U2;r-L>RNK&j8LKh+{&!+>ge@ZV$bfjjTEt*6j`3; zMG^%B$7sRF(q!n5(goBduomb5HOOJP5wkNwnv%Li>EQ;#As&-qsAEAe;8*NUl6e~$ zr4eoc;cIv2H3D_fSP?gYpMpWM`-3V6bw(U>P`$8;LDxk&;xiB-I=X6@c#}e-5XHa& zQ(z*_0pKN-i!UXv@`NF0CkZ|n90vmWZx`SG`J&q3z4)YH<8Zk2q+x^_+zmDs&(Au1 zNH}hX9LCO4wCF|G#8Cj)$XwKMDE@NH`zf}&YRA)=o-Joim#v^HUmGs|Jf!!MnYLk= zu;)(0475_IHhaBEJ>sI}LG@x|2uOxl*!-SePdpCnhaP+Py#Zgq?GRqyTIki*WNr1! zi2k+uqjDx+DGFBKoLJ3_Q#)78QYI}^L5v^##k@bJjB1u{4#M{y-V5Bn{_kws>xp|^VGwI8ck*)CJn02?^W|>NDo?iSXPdcsd;8|y z#~*!(e3Umzovj?AyfK8GjIO*`|5KsVh3JMA(Poi$D-qzp$&`q*8YySsUk*uZ@XHHH zKn7rI0d+x;A*VMo7B+vKnoIt=R#MfjA!HdJoymH`t{g(M zdly`LWmK>|AwsZb4CCGB-h&uzomoCqvZ*Hb%iBqRT`t_OL=vre?S9=ZnCAHcv8i>t ztF05uv(Y)hfEAG9!Y92gcs80=U0E}-^>1``|iuo!s2II zvGVdC?|n1>=P&=DBxkfHbtI0_Oo_4QgZbQ0-y1EZl{qdPUA(yX`2P9(+uOBThnU8w zWVcev?TdlBHD^48V=}m10(DWZXuCvz1F^XT907_q4*j`+nHv5DLt%E+yMcyNrCM&qT>A?W8+^LqY;bn1(SFq+^I$fiw1ecDH9v zy!!sAMy1+_kn|Ue2&mKh<$zDK2G4ISe=u9FcM79swIGF46z$4R`kFQBgdh8SN_k|x z_+g!2fzDi=(@xLfzUQm^dl9eiq2KLyc_4k9bsOMH;W*mSYHieOpw3?ZQ zW^e1++x$Ri?+0CeXyU3}v41_NnEn+Vq&Ic9q4=m=L-To}M!%hFu5vqP!`8@ZPxeAt zvzPB|A3m`E@?w2Sh4^K1_p1lm@yz6?Y)GSWnNHhLyeS_|zweJUtf=xuJJ$Mq@y<_7 z!#zpI?t!6mISN@uth6VEDYcfjz6o>0zag7xVOfItVfOChyQzO}XCV~3S=(QJ{bx76 zuVt-Kc?EStXb9=>I4g!2KNb{w&(_ly_CW}dFjvD?wr6Ayy@jF94+TLPKc37>T*Pdc z$9gO(HdL^mR!dzD-`j!%zNJ-r-f!jQSej!zsqXPHlP-U2ijU=$)w|RiTl40{HeGDo z^md)Qd-syk@Y&A&eaD{XAmmoqLAg<#_d8avl55v`MKfcm@z@d?A8#7M7q!i#0`%6O zbf_9o)8kUH5rrKv<>2jti+y^{K$GL=asupcqUDtqjA>e^=h53C-?$@M9BO7cVXY-cW7WjUYtJbPkis@K#*g9KPhwnSc!#ZvyHjO7w zPX7LWb1lHglr`@4s=X?E=-Dfp=?waQIQBk%^#0!$QBTSr4#F#H@ZHVW$jNe{Xf+l?emFw`s2CNE7ELDYYe5J9)Mscam~_1shbqY z`3!~2Lx0XHX_3u9Nh$&X-OOhD81fIuKj8Bi}E1N_54Nl=yFwjcU&wVQQg z5DaGnR6FORDW^MdaeMN5Rza3VU{Rdf`xyc3T~Hf!MAjP~oqEY?NzP(**2#MGv#L8% zKO0T9%}hY3TDg8}R4J!%1mL}4>15sW(`##S9#6YQmnYUfH|l?T)jTg1!|!rC_nsca zI{*EH9o-2X93Hyep?y_qw?O5Nd*CM!!PBi3nV|O~>Ge3WP0q+d!09bmWF5tOST@bG zTH3+pTZtWGZe_jEE0}NDX~p*EaA!8^`8@oL;L=yyFv=`7Y8gfIXw`1^hnU=9QVxr= zcwxq${}AtIlVv_`+DQMijE?79XSLEU(*96m#0Sme9XD&qD!nHaj2bU3-d5lXA4S=W8l(Xk?Mf z%&CU%kBf^7cE&A=uhN)mT)hBGi_AqPF(360~B#xCG}CT1cCQ0Rjk_HlqQkawx;ENG5 zIqZ4xImx&e5(eN2vek|zfQ?|X7X+vqB>9$JP{PGuHn$%FmA>o>c>OSw#$S?lF=3BO z`t;rBDHLxam0Li6qcREapaCa}z7TH}*Av98%gH2s2~!X1R6$NAa=qz#oO9E~cC}rf zwCd?B1$~E09&d)4Eb9I4@$gTVkA$VU^Ek&^>+MBPlZCTUG$LQUI{)$CSC8T@pUdO% zxE*1qWUm&(7M!E2Z56#C?%rejnL`{Jno%sW9+c!^L4!~v%q(u_9Rw1_*ppzWG`zO{ zXsziW0^amoLG-dpb?jz1BL&@csY;7Iqc%{AZTqS#&0Fxd;p2HjsmbV_@4vrS%qPP5 z?9*dW(OkRcZBsqFlqHZ%vrsZ`ACD%_&gxCNSZn6b5Q7p%PZs^OrA`0*p>gPhK<05a zQEnE2dnh;lCIeVbMfHipXjrXzXQ4Ny79-|Tu%7S+i<=0o?v%DttlCJYi~Oz|BhCt4 zc=9;Ox1W9f@MFixz*USkT4vClY?LXL1P{p0M53LL$E=U3!TNF_UVj>7=ay{0*sQk8 z*~^hk%mI$3@ByfMwqv$OSwFWso`knD7X9kJ+PsyjbA>$bb&e4VK# zSSNA=T4f1 zk7}7=IN%U-8g(%s^@ zCtg45b4{yawY$j&&-$_x{7lF^3WxKwG-KS=rj)WNZzAT+!7+O$7~;$ye)tT*(w{by zJY65D44)>s)}?H$EkD@xmk)OCdyruZF+Ql0989@wOMAAuzP@a%&QD*zfv;g7iDn(C z^V|;>3{k6%btWuv94iCaVhW7m1a^A_6f?)k@V9`JmyxJkLgX?qJ7?g^0L=nI9-vsb zlj5RuaX3TuVAKV_8}PXxcCnETrk5n7gzs2gQqDL>5mp!DQqq)h1)lyWKH_hKnnpne zu`vWrmaw`gMc@T;OW-4zL!fBUtTB!tib*`QNO_~aeYhGhHvtfVt3BwrFpLJ922>k_ zs?4A88~@sV`{O!o;-p109_k?E&3Oy1KE(c4|`f}VZrC4Mz3!tQn z)n-QI&4fqlsGevRDLM^rDBtL|hV6E<1V79ak8j0nnyhoq&PsJeCMOZK8ZXU?E&vJ7 z{9WZZbP-LDMGUXRfdy*q)^lSFc~<-AE3>rD6^J8N?$sBm-heHS#>Aw@M}R zXx(U9qb^gm1DrWG0|k3DYRv7pH`-3;LIJjfA!$IWD2Ae?1L4%zOi3kk*}GhuwOGVT zu1A~)dMY*P2#HT)Jr!TtZ-zHm4&{|7BTAsoRYvxYE=3<)B+QfJ`u{fwH zdpn_(o@jS%U!gIp=d}X7pp~_5j$hiFPu<${v&Gf>jm-o(PA^%f@XeyYdPU!3sh8(5 z2b)E6H7gnoej=58JV-~eKPfC0#Ip$EhHjrQPm zp?*XwMI|Eb8b>wE$r9e*D;LNX4VQ>_K|}yF++7zUCp4V)Aix7&4(PvjZho?bV%Z!O z9S+?39uBlfD00xU*sP|Nwa}B)eq?RQ-R7!{6cNUR5;k9SAb_W#``D+Bs1^w7t;;Fx z5}PCVd9}E%W=}N7bvc!+;UH^9^o$qmR;C(hk|MAWmskZws{ z=YFOZauoPjTHv01-nw^(>)!VJpSPi_neMU&rq8CZroyVRq;0VtZn-+TjKsK<(NHR9 z$K$g`vD+^-PmZpyubUqh$IJIW1P|Ca4}dWpAi7YXGv4IPbXazTO)2Ldu6UO1HA zbz!UqqbnuQf+2Fi;xfnZ5l|HHAVWwn7zIF28m=D%zv3w!XOLQrQ81tZz%7jSF#{(q z&;ZOb250!++AYhj6$F9i zBgjM*;3_B35mzA_&ug?h(mM+t7)b^D5D0!Q4K^!Fl~auCMH6)|NFi(k`-4u0%jwbHz~Ih+ z7Lp=XD>;0#!5_eFEQFyNaauqvlHLfS00Lf&!-$3fB?$^F2CusW498%GgTFuU0&qZr zoX_B)5K0CBGswyr-~;q!IF+GSLnnr#9I6qIep0hUGDb}MgCG@P$^a%9f0W!Em^qNW z_xPOw4vuMr7bEM!AQ#9~0}`@G0EJ%pwfpR+v#?&hDGTGPw_SWD7a?UBgCBLtrBOs?4_8CxMbUbLP2|5|v2DtMl^t8CTCdG@_MEJl1Gtecm{Y9y$~s z#jD)a>c6pe^Gpttl&dFkMerc_0aig@gvqswQe13g$`u&RmzHdr~PD!d4y9AlSVbYb2 zB?FPsm9&q&G%VUyqFf@Qy|>yV>CQOv*mK}_I(G5xtu9xWjjf?xEkl)Q$d9D>8@u%~R9ID%{`JYrb!GVc z*=+OWjPgrtteLY`X(zh{vv}4%nS&pON5T3Et9DSd>CMK4!#QuXpk=uaU>DpfHlK{1WFfz z2S8n@7|3pqhaBQixxV7B&p&p9Q;dww(ZfX#mSxRDji&)2rKlCc)$(XKv~Ct9^~bMvb1O=JpEPR@jru6n

xL-IjkWD=~v2n8R1kQF1ll)XiBV({e$ z_n)DHDw{E^dpk<17-KZLJ&t92C0MgcZQqexP$iYW|INMeD45B|Q|~{0ygAQLOMGK+ zxbF)7;okkP;o5B47nU8qSGowq2Ua$&SE#twYbV4_UhaP0F5VxlZeRBo=bNerd1)BH zPuFfOCMWq=uPwze@5Lk{CG$#Bh^aW6;lEfc`UnD8Gag&-ltMwH0|gE`FG>x&*q9p- znoNgny70?K420eg;0{r+lc-Kk!x6wAkrHGl!>Mb zN$>a&Ie?Luz@!W>jyl9G0jx{TaX_`C!sFgM$bb%yV;cxy;05FaW8y}(h+|%y;|Qw2 zMZReDpYL9LKFvepT73Uuy4?3rq2!_C(RX7xELvu{Uk`M;TK6~+H8ahZnSfkZ1uTRG zqf?Iy+WC;xJ~4ZhvNf74tWpkN0$qu?eDbDX>dsxOLD#W+77fU$e3?p{eZ3{^JWgBB zKBxWB;O2*lS)eLvCQw@$6pyC@-HEbKeEXHGxaSYDtcG;Dlv?jMI_Xj0p2D{`m(f&A z5>zXlml&#K?q$2|aTsQyOjWj4c1v(ZFQjSDdJ#)B+G2Q58k7>yT2tw7+#W6{=Y!>( zKAMBAvu4#)p`J}7dy232stsp)%j|DnUgis|QPa%iQ*1}HUSDY#VYJ((sc9$U#+&IN z|7uvY*AG3{uUQxDJ%Gnrw~YtsZEKtjDoH+yA3?vK=Y0O=Ek^U8mSR|CjJt4XZFU-2 z&~ACLVu`v5>(pYsZB?3W-D$RJ8GhSmnwh2yv6ng6|C%CBtp z;xA`ilr9jklm7b2%7gExT1u@lEK#SgoXIp_21N3VG#_!B}WHZi@ZleAI8% z@|fI2A7Rn<02xv{P9+;i&1cmFWwj%*tfe_J#+=G*ckJi?_S-G1?uKi}xfq+QRqY2C z-616V~9 z`5(2%Lcf&cd7MDoK~ z`}>c5J=5VuxQlsy+F71<&RXl&?>E+yXj-A0+4f113Ld23(^RbUY$C9j|tWv2!lYzy@dH9Vi^>05;)+lbb$b1cmTai zG=;885G{7j2>!)1j?65;>Jma0HvkkoL@fqtfoK`wA%YtkoEOR-FoO(;$&Na@HUSgR zs1qQIH!}Y9LB4}Gj2_71We9))jh75JFj6BvBM?3Q>*ne&OSRtYOYNUm)tCzqSS7x71(ZLMvoK5uT?I2rTvRx?tt6&&M2bkZDQt03)U-EPJ% zHVk+;M=BH1gHd=pma=TEWog-U*M4(r=Ekqa#Wzp!{XGO4@g-xalk>nq*awS>&I=fkE|U9_k&Hc09!n}g{; zl@pB3b!Yu*{^-TIL>c9p^oQ`LU;p3#K+9HXj3;J#JI5Bg(FQyHH2#W>m3Ap@Tgom! zO`HAaUv5X&AIAfKfS1B%0RhW?cRbCbNDVcS1j7-_LOZE2WU(EH0je7~Ho-yniVFJa1Hp^G*e zhgBm9UB$~mKZcHr`X;3t^;Q0L`|Z11#>#XT)_>8hr$7{r-E<$(bFHhifGpowS@zJr zKrG9`2%#X#J3*ms4XcrGv9y@Bs`X)S+P9QeyZxtN&}rmSuiAO0eOmL!k>pnzAM$SM ziFoKd-O{uK8?Hlcw8}pc$2ZPMNYom&DAK?%yA=8Une5!prP#3fruhJE zq5Ue6+m$2IZiD@4-AMZrn?}RIIwwvZvbj zJV~Xq#dOp~d84!y8E~1~+u694FVq>`3@*OktRb1491QIEu~{h;kcrCh+4{?8=ck*a zZ_E=~Xn3dFzy9yPesbPV1ryb7OY0?P<;J8ZSf$gA6wCQ{-FyDnsa~ypSe3RjD|G{hAU)YaGv54WGImZcaM1* z@~DvA1Iz%)BeXZ*VqruF=74lSqQ=1xA{GE~ix!F#-S3+ccUJynava1eCcKCxVB$?np+qMmgiPx>RHz zz@4|cio@&W;k6QW^Jz!!8zdX1Z}?nF45G*NI}I$JlxcUI54aqWgOKklWnhoH*8JjP zeb$~GZO!VV(1DVbp%V(JwT9VrMkwE5E`OMk(AVQwL9X`lkDYP3;13r&N&o&(Mb-x0 zEV_BM94vbqg?Ck(N_$2n?PR8z%bHMZ;ThzEi|ldUuNupeW8WRNHtWqcQEXrd!=K9Q zTDD@f%BiZw&MrFF&rh<0*M>bw`KkJPU51}uRAS>!p7$K4VTG8K6H#8_@es|bA^j@t z9BH+V9Kb;%Cdf+NclP7kS64=HHe<}gh&i{4DuT9HdCB)etBGE$)nI{lb$$Hm#b&-E z41&=C)BEzJ9T|8d_V)3ew*(UCY2C_$ikKss1OhTZ)x$CPWZ51sTXaQ3>R4?4g z$PMs2UWoaM|9buI)3Zh?yRrrGklTxU9qz@MIlDG!N50c+TYMZest@odqqEI+`7!qD zpu&uVrA4dTY|rP-O24dTB(oBK;35yxOvViUbu7R+9mV;Uy!^zZE5_g$ZKdaa`~VD7d(noU~fAsb7W zqekFSla2bdmNp)Ly;~c{1EpwRr8EKF1ryM~RyHAZ*9~?r@5a!)%oPTGQ{-q#lh>1` z5DoOy%xF@Fdz4&mM;^PxiL9-@3i*_7!WjzZ3x+940`~3;2ZxCO1G;w9O^M^0HeL_s z-wzGzRnJ(^d+7?5JV_$~mhwA12IUvBk0TB>6%WX4Iu=V8vcb$VfosP!gV_O_<6&tv z>b2Lo-mO|4j~vP)h`Ahb#HJJj%DNVKx*1okDUw&{&3eAszOK6}13H?)ff!T$B+dGK znN0i<$lBR*q~3R19V;Db{v^AzCgU?F&y|nGUSna``DQOmqn?3_q(=@BZ z^lc%6aRfGj;ok(b3q6B~R5c}&N@QYy*C0V)28ody;#=7es3Z)AVo<Y^y|8)()cRv_mv=+z>KsDuQaWCi0wlx`40bF2mvf)`42f292D z<+mSSCF=6a36^9W@$jLivNf|cJ-DahX*VU7(ov_NWYjkD%$mLN zam_YTW)pb?gIt+LjvmeS8}6Or@P6sIQxjQAdlWyL@T%yOs~~%+Ts+dYsJ-U*B`z+h zMPp#aGhu^^S1yY6Oc6Wpi}^9Ul=I2ddSzSd&gpD9n4l(ClO8NdLyCEnEqXW6teS3g ztRhX@GcnVIahYk>j-_QLbG}_vu*=F7k`Bht>G9)a`$&rT9$ETf>}Z%NGLg!xn!8q) zro~xOK**oi-rVwQiZ_ge(&?SXM8tG7a!E~&N)Y&1TzYPa)pc3wT=k!QyRgg)OF2tC zWJ-I!k7Q-r<9k}J1avcb=wnO}mg24`Fg{-Ps-uiM;K9h~fospXQz|r^F4y6oS{rQK znX<7N=Wevk|i! zEUB>^$Oc-11P5MDaG^}&E+R)afycE84p}}J>Bd4_91HAVy=amSfzkogg*^l5m_V`Q z_yxd#K`)^eu=385DKJ_y4sQhf0x)1=3=sp`Cjcx;muMN#qX}-f>wD0T;dBOJ7}k98 zPB06&m~5x{2qs2p6ZQ*-IX|R~Kor<(CnGg*3{iqAf@HYi3z@&X`}4=QiGq2xj5=vQ z<=v+*`>|qM$ZeMs>se=AOztNFkR6CRQfC`)s&SB^*3nXj%iEw`=0ma^&R6{VrrB-H z;GN9ytvQSkZe`>oM>KM^|U4N{>4__$j0k;K2ZA2?v~=n`vsO%;ShH9H+* zTjkB=@$<_~%N(!fa9bSPYvj01d#4lo`ojor^d??0VI~vy4DyArwTA1moT^lG zYksJA@1-8UlLOuZxr2p%FI_EDRBgU*N>8%2>f!gWzTq5@7nWb^gXSQD=$7k|lG-zi z*u>GRa3GNt4K=sB| z`D}A^z8W{z%eq(^cHcu|Ke2M>1Fc^y7hq7WhQm1nJJQYkq+CcACwgPKh5YhytdWg6 zat<>#H+A*Lt8sO_Hie^;!87x5P(@NlML$OpVlpg9OuW4psV8ZLEZ?FB%lN7 z%t7FVun(#m+$k8RVXPO8dXf7RygR1_OTT>h^wV~@tlg$U&P0H69k#|)!M4voUUZt> z<7UikIAcCMdML7)I2{n*L0BPL{g3t_+p`W_D&q`@2Zz|+DrVW;v}ZTpD3}Q@lDC%E z?YI={X7y6~Y4Sw|%UK*^zq;aT2@^jPP34kjXtg|dpU2_B2fh<${bF_`LNe30i)otbWl~(X=nqn zgaCkoC_rOXs>=|n&6nfpNb6M&cl;0KdRCp;1uXS;vGLrQ*tXrX^OGLFDo2e{c>ujp zuWzIydO6Qpxw74J2YfDv(LoFaf-jN9E;aM3r5n*xWZ*#G6vG@~EpP!QYS4*cfJVzHk;gprm0g9eA@VgS3a zV!&c0fdP=wkf%O+Bbne5#~Ym2VhrjI4|S9s3kL?w9ulOH0vSLF3AzSX(U>gYlm_sC zsRcejHY0#`L6D&h-{B9mSI8lvG`#pBOM{Z(PRu~+9S|4o+KaNivtuB;l|hVj3B?Ny z18KkHRX~yXu=7rpe*OOCkM_2*IHr8iJW{*9aelh#tk)O#x?Zf=`)N~(ggBT-Sr7Ph z-lr9;@zkt0j^7%!qvuDNKeNjICKlZ%)r=0P&Vj{mGH@v9Rhp>kk4DwI6 zsYc|*B2{lx!UtwO8mSIbAi(WuKHtEh$x2H3TD8@xG>(qfv*XG7PJ6Y6EGs+RCXcLOA!BK{z59)#wI1@7`KFil26AT^83Dp4 zDbA{4V<^5;7t&al>y?W3s?xC=Mu6X3bRY2^`P2w9k<)4v5w1FX`qVP-@~l_%PSQ&H zwR*2?410=U4HmbjcIDERtZ$1Jy`3Zir(rqFR(b<0?f2qE zobcz3TB0OXlZ9C?_SpF(qUQCkR?-A49>-GooZ76Hpi0!}tX>m>oMB#WU!I(==O-qW zPS<)ie;7Q7!1zjuDwRe`*0A0XJdAkxHuDF{+i1P(KT7AtHpVf_%d6h%tX#Vpu3p1R zI>i?Z?dT+?(LThf@&3~si_{3TT{!i_9U2DdLNY_axe1aoVzLz;U_DMF^i8_p&s-To13>P{oN*2s4Iw>qWklcepCqf(|ctrn90W<(6khvKeDQqLr zc*88hPCyg`>Y`}^_7e08aTr9PXulXpkRchdwE?gtN(Q3EAxr~)4;49jGTtA+ok8U0 zFv7v0%@->F^5W)8f0(oRm;=Jf=m9r7`gT1znVxJbmYq06{%Hoc8B9U@K???Ux&Ee6 zZTBbR$X@jvc{e-s4)S=WOFiVFI{*B;T}}_1W40NDX0J5Pwja9b>Ug7tBqz4Ze;`MN zYRO)yJQGO5RhO?F?`9Dt!D8_j9*@Z+#=o3^*&6bvK$4K)80=LF(3&%FL4(UKJi-I9 zB%a$qnnbXOo{N&CF(5>R;%|-0!-hI~GY~9PV;D{V84!X2HjBs=AwvrEU<~D$JDC}% zFf`%2*%~&E;j9D}0-P>Nme9LIS$2nA3GaZ~#l1o}2=dq@_G3U2pvZ#WAX!kuf5gD< zLP3UcF-rI2`-^R^v>*5ef3M&}?R0yNkek=YM+#f1+=G8b{IuE#>DO&N^ zX?%Qrcq%f5OdER&a)~4yu)G>$+JUnVH*Uj&|YDjResgk2Vo-Cp>z}^U$tooQiXo z68DRxh@;xra^RQ->CUilApD|U{N6M2K{tM|4K9>)t1npQhzz>^Rgy7iy`b#HEt znNk0w`|Nx(GAn0O#^pA|!?L<9Q6cS%=|0#~OR&3Pg+#h!?mO!j=cf7!M;h-z`(xX> z-p=1YDHhFG(ofZ%6$FMdihf$^E1$2B00&Zvg-9O6eB896kbW$>!q*RU1KE_rrugL0 z{na1t?*_PpS~=+SPg1em{axpiZ@A+h&)tc$cf!#RZs5+6Hw<;gUfv+S3V;C|Iy)ce4tzdI>H9RgLD0V#4Mc*$4*c#Y+KY zplANxbpvVnGf3EtcBh*nn9@0*?Fu#3*wNksJ^JQUV4m7(V^@*O`*$wqLGlLW*}!P1j17!u66uDnI0ML^No!gST}#SpAx{a(QkkIHq@pEHH_knNbT8%Xp4XF{ zn6uW;esIr95B8q=_L<52gD$LYOZRrOz0{eS84qr)^y)?5THD)`V%CjYv860F37p?y zkGKE27fJ)z3UFcI)43>eP#A1Y03u-Bl6Xa@q16Q)ge+EMU6aLNLJFYbD0qxg5XxXg zgaaDr0uZ}s!+2B>hc9$XB8wzxJ}7it1<54(E=C#X(1e}E`PF-@dmBoK9z1J(tx^rr44tR$T?3KfYOH z%g+*z%CF4K{_@NBd7Tbdt4A5gUad1-f)U)j)jlpd_6y_DK&ht9XrwI5QKp*DO(p`o zQxbFJi3xPQStm(|e)|j?jiIMoJ5*_QD2yqP0ATBfa}X; zjb0PE6^P5wBtyw~1AHl8uqyH0*rZ1L()MByH64eAWyi8OhulQfDr^Iu^9pOGeXT{{`tqh zb-vM#CONy}iqPHDy#xQKvmGvamLMQwuhJQ=o36~UJX6!cwr*1%Arc)Ju{y^mjuiIlbfVP%uIBSGc^b08>JavOM6J|DU9<3r!?X*S~3&VOfS@ znx>nE4uJ#`P!K@`K@jRj@WKl(yb!z*3JQv%ps1oK3Mq=BP>MoCMWiT1q!2|#3PViD zCnmv!wm;J8^yl>SWM+GIW_D+H&e@OIKYR9^|MSaccV;@>Ch6|HzP|7CJ|6=%ZOpIt zTVEnbxlhr9^2n94`6!$sb7Fx8h9xAEa;DW-?Elz%{h<=nRjt`;MdJNme*F}^QgnIV z>y>yQG*chcxrFfgqNn998>h@hI}bbJmV0!1>OUKguAas|X&a#;$2(4Gr}<)e zb}1~8;NPIPLLSVZ`{Eufh$vvKS-WI${*zGS>$!+S)9R$YWEhz#fFBvE#5-| z#2p5FhOJo3!fB~a$Td&}?lfY|W$9OJ*)r$igh0;BLcm09tH;0V| z6-NYGmZ^{UjqL8_lfB`=au>{kSRtO0D(-2&S@kETS8V~5ONMg!(&F@RyO@n4vVQyP z)A6czrNmnYon|(xW-Nq*H|h!Z_-H?>2=k}C)>y5U0<&?d@U}4#yo&u`-s00mlCx}7 zV~B+vwxW+NQb?ihWFSC8IPOgw_my*cLjY7Z@D-L$N!}L%y@l9fW z+j!z{FCQ;o{&0M-bXv}2WUMhoI~@$ii#>09;k!>qBTHXiY%MO9hgGg|BCc&_C#FnQ z+ZF%ucb|5$tAUNYX;vZ#hlG!XYE3Hnm-Z$V35DV{h^3Wjjb$x$ z**QQbNf?;ufVAW|mQHcS6m7k`{?qi?``Yg`{3*BAxBmUFKO8fmbc2^%!IVX#$@uSm zeSOn?vz!*&*3G+zxY*T}ZEd@`I5>Dda}Lk4PcE4IRT!H&owH7wQ5hT__U18JQJ_~x zs~}hy30u8=gZ5Geg;xg9%fOc(dBLFHu)qw+U<(rwX!6^-eJo%v!6 ztI-1&EGjg#@$5YBtjBjpVsGBS3uL<)<;&GxUg^1Ut?R}VzL0jRa;+$Kr-|UP_AtFU zy_W>6d#0METo5h1(${$|$ZqxueO7JPG9mElW2v~)Nhd~wpgpWC#N@$=UWi3;1&(`_ z6GZ2BawBzj%C9L6g=@IkA%e2PZc^V&PKA8Ox3;a^I7qbgP4yx0|Hd5oKXWea^yLjq9KYKqhX@AZ}DY0v(Hengvna*fGxprq* zS})hR3{wSgS}WU$Pn7O>Ioz3RIA!G7>D@OkYyGBI5laHyXIp$q)E~~jeKTpz-@bkA6)5-SGAE}y z+`=t)Th|AB2M2Bc$X~wet--BH=(P6F^DzS~nZm-2%Np1>GAdSPHBl!&65)P>QJ3f` zS%YkGV2&a3qyY0f%nYPW0(#{LyNld~;dFz;7)lbj7ku)F#Un}nBbQ*zKm=_-kmaqa z2mb-<0als#1yZ`GRa7%U&H&@0+(9)b2I)ZAfa?NeK;?oq2IQEq$dQ=_n1L9W-+Gaf z_zW-^$f%o%Mq!YHa~c-82)V0e>;L}n{&iWewPri>mrH5`eD+A;bbffcbG$fxdc7EE z1AA-rD7R|k|`D_6U8i1pp!dQ{r68eZyA zwcnT3ha?uG|z9;>YeLHSt=SciV^_-H$y@pgN~RBP@JkF^t6 zHk)UAb`)df?$$uBKUuVom#?OJi~c4NiK^pbax(zJWOQvMqb8o5R5y&Y6yfn2B&r*^ zaAoI2%WSTF=DQiBXT%XUsnEQs26m0F26sErM#mZTvgJ;_UPPq5j$ls{GkcuR>ABX) zeCAn=E>FqZ@pvTN%|jUC8uk9DCUDIyd474*^51``gzu?BX|izcBl)hn$CUR^pBJ}Z z9-qHjZe1KONd&Jq8avxNcP$$6s>^0ZK`J}Q3giNTLj%5<;E$2pG1kA^K>_mz=n2raVJ;?DHIyy_h;K(- zVl#sAI2OYb2&-Bm+5F$PufDH0T6G-3&*qK$KqAuh*WT{##o^-c?WGzrt7@kEW}B%T zyH&f>QYbl8F060z&2iVzDK(=+9|kRP}<`twWw|l zg5B2Q z6HSPt!)cezCr%4gmrE~{`oUmmGyG}=VvibX z)IB;Ib=l_m9FXa9rnRy+@y(>{2I`G7H<^rY#*Cu2y!^e(CHWMAX0>1{eK&G;9*72# znP>hAvU_uRvm~-+fm&Y~99K6QE1K0PRcMFh;Z=@psaTX?8fw89VM@KfIbXbO;%XBv z4T_JVF;h-AG6NbHze27AzbT{yOoxY)kk;@Ij>njmF8y9+r7U|eIl+&+9V>Avvq z3k9x}!C< zfS|&SAy)nO)mPsg8iVM=m0anmAO12DUpJSF-Tuz;i=|IR^j6VX{y67rr$Ynj3b}j{ z{^m(8>Fvt_V|@1G$88P9_T1h`hUzw1hgnEtyD2KwUQc^asRgTZKUf?Bbq}?cb89W= z@LJO^RKqa#f?TJ}C#!ffljBZOsQMY>X>-DBLPqfx#Yb7$=)%7qH!jm{vW+_CeYU@? zGy;LT5m!99+31AiW^X(&Rsh~8y|sQn69`P3-cGX%j@bQBq%_#0cHH86qka_P%1B#Z zXd9vsG&9@X-X7f=tg0!xEGBq|jf=yO*Sh~!e3(nfR5FmuSz?f5E}x%zTRY1}qcol! z`pYLTvEbWRrFfF-t_Dxv=T=imc}HWK+fTN|R7lUzO>MpSh~B)L`-^QXFR!0G_Yl=0 z(up>*t@*VGQh|9oV@PzVTryQV3{z&@XUj&}FyQ4;C-K!cf4cO)txsVe)81vGfMN64 zscQLp>%sli$eyZF?(-{`<7+SGyR-T7$dbRb>ioj9TK)5(vb}KUFSfnzO(?_R_Sowj zx)4YdSnDwkz%nE8#XMNMNc53-xRXjW=3d13fPq6?^cVqw?Dz-8iwM6wE)VFbWYopH z@E^W8W>DBApl}J@77qL%mlGptv|6ITMB(0!4uocgY9=fOkar>ZC8bLM2SQZGG=QFt zn*%;44i_oxZs_2UOW+tx23XWRxdCH#AljZ}0orw9;Dj$qW(53zkRFpTiiYB?`ae%U z{{AG_qc?N(eEB{yizGtY{BUb)`1G)t&$RU3;$~2nN0Wxt>gZs!4$aRu_1D`j7Z32s z%XbyFoGRhu;hsx-rt@e8npd z!+LIr#H;C8+GHnF&-c}ew^RpqK2Xl9Ijm@U(ShMbiKcaApt(ANw-wje+mGhh5M7<6 z#cB0UrE~2YY>vyMilegKQC8QMwq@jmdPDRJ=>|;5d@r)03!{6rhg*-ULL~3jtW0jN zc{tX}qYXQgaoUAe-|BV>>daNHY`qp)pgpj08EAd2>q5*nnOWnf`?JO5_2RW#=K800 zFfW(0$v-SjoZf!Ap=rq$LxIgKe37bFN(rPlH@p`QJ1@R{`{KHK58s$@w4U<X>H z#Ia&`Yf@1+;iQ)U$SM@AlG&)VN@B5H zrlXFbtfX}Y;xuCXh%$ylGy%;d&>;~;MZ@V4G%%oHH3Wyu?^N)vYc3kuZ!>CTh)`Pi`o9ov7kKeqbR*D77`+ZpAGRcg_M-pHi zq?2aDdc`@zy=8NJr4QdO?TkN%iw_H}l78%Ebv~z5_n~Z;MK~?!3~a|(ol`Stx{!N9 z*De7YlhAIV+vX*_rn4+iFLG(Py_aD&1&9j742|$sdd8py<5UbNmmp`Ln*C?W%>Zg3 zlfo@~49qgpP6=2>;U{?rBFCc|Yf4%i_NFH&F@7^cbOfI$IO3r-`x zJkVVL8>EP_%%O4#F*p{x<>5drk#7F`)u&IVrDh~{uk~^PSzag`qq@tJ3#t&21n1_H zSFD<|M#bs1-e$#cyj;#M&zKcW^aju(RX-!%~8xXA)c6U^+UgntAR`rYF zmd2?`(<>y*iNbs-j{H>2@tj`1P;OX;K~aO(bs=qqyt8(lx{q5%sa)gWfDkg{Ib16& z73y!*;21U<@Ax_0v8r$e+~nyH2eiF9Vl~ybinD}mG-B@D0j+W+;cPit(RZDQUG`(% zSaEB~QaY4QH;yVLRbi9Uyq0zAhplbhZDd3@o3X=!P6eE_*M~S~rBsF3$7Ji7w5X-V z18ybwa$0nzNAsQ0(e?6T(5uJ4W7cU-t=7_O5AG_W>M~KVl_SZx8QhLOIbhcV5&Mas z;3keyKYGRp(myK+eWmD6$ywHM0TgzLVoIUIQ zHsjX11M`b?AhDhZH0rtGgO5MmTm&|me8vB;UgmJ&SK}1E?eK!KOXbs!+T3~itaj>s ze0yCV?Jf#A7#LRCpgz_p*ynODJcR#{v>q7rgQyE>8eK%lHB@RSUvyw}T^C)x5PHT$>BWV&#znl|&u`0j12C3xNA0e6 zoQlR)Q_Jag?!m*x(o3?v<$xK&Dx}(B5l(xMFK2wW`ecz>)y;}*H?8zji^-l(^ctP? zTD=w|w!Meqkm{UOTc*WND(lIqv!?E~vPWA^uaq8@r*%EpHAPsjgbMK9<~5VIbjSg@ zbhN3gmpc^|K?b=1m8@RH0wI-@lqXzjv9U*ABm3%R?zc=svX05TK3RNr$qP`Lmbj+udAkY2T-cqL;ZRJPKE)*RxP$>#U!SgqWQE;O6^GD78+1n8(JP@oQoQ#RpGYF0-Q`m^$W=6U(CgmKEU!b%Y zbJOI3m@Ckr5l{hIB(ZM-Hi1&bs|T7hW&pCSVf%t58E`XP)3D5ug2i_NmH|W~kwnWS z)sB4*V=oFF1H;uBgX_pBcc6}PTF9>$}YQ?Ft=XFOQoQ5NzvfzQVZ+(0j_HknakN!ovaLZ^48)ebQrWx9Os;BK zu{N7Jpib|5M|!npMIU+lZhPh#?*6pWoF0s0&91yTN%qrW06J+l%jgF3#EXDD+0Zrx zNBxosIvCA^nQ*K?3HlqIm!e%$#i$ffM}@G@()W*z1zn_#V11y6oNJ$E!{WXF{(UzagD-LH!_V}6)46_G%~I%UoW@4O zd9EBt%Zih}Qa_Jw0yN}zt#nfL%y`kU+eM@7#@n(Sh-5MWAVuxz57*15*K~fAs_!YA z4>uqD_MU0SO}2D&cKLPSG22*73NWilzz&&7Fwx677fO2c5IMK=*K@P`Y_j{#-zYve z)=FxuYwa?{olctOx%z%LZE(O903t|GPsng0!*GkUFs#mtP*qBtEP}!&!eJN40F5mw zMFf$!f!$8JVfyKKRF1TBT zF;T}uB#9vdV>CHypb#M@;wA1) zI2tFb|MS(y?@vH>`C@hIFMb|=mWxr3Iske6vzzzsO0>1tXLtMUTw)c!k%Bk!>4JAu z+7$Y@o<1BZr`-`eU99nP5HyDL7gp2BrB+jH3yG+)-U(2{oHt~%dukk7wUu`D?H{1h^0@Fz@PUQ%Hv9pYnXtO1g$?9V z#B`7yESrMGeZ3NkxJ3cJ2{|YAT)f>qh0I7^q+{^mE7}ZSp^Bjsr?F)nZC47_elmr#%*i8gJ*D{JNt0{ zyo-C;SLvW5X5`4D$A8*?6z8cg9sVb3uo24$E7J9c(igS)lRfudF=nK3UEPR;1Ug($ zN=0tp{(@RhrrhvpDv~W0k=ZWhaTq`rx@Sy{+1`G8c`&9IKhD>+4_2+uF}=y1J9pL@ z|6gy4*|f9#@ZI^H4qwR4LwVBKt~ z>&=n-sQDU(79uy?6H=&8ULe{^ozZ!mBLr|4ki$yE!hm@Z(ayr^5!t|m#DJ>A(HF(V zL2XVzF_L})$N{B`qwg&m2ILl_E@}=T6vVC+&;uGa-pA1l4`(qC5J7Pv$>KtRR*W?d zUY}a2Upyf^!o_2EY#?7(N1EAnwo@4S%k%@Zm0dT>9yRhORp^c6x~-&bt2CVZkywif zjasQ((PB#RW^`RXsHtPxYL;N4jEz5@)s1##qY$kX+c>KWN?9!kvWARurrBe{xP~51*R8&qX$&g#RL3R{}A*(P7#CRwVqYXPHScyoH23%~m?WZ9%4; zjgsy({Ams1nJoCKboNPw17xa6SLaEpSv9?3sdLE0-J)N%*16De#c-BqT5*55eD$QA z8OGivBE3??`0e54hw^GJ`sjCN(fyKHN$cWz_VxSZgM6iA8!07S;T2gAq}KDmB}+=S za^fe}0-Lctda=T*c8tquAV6Za)GHPHhyVWL4}ZP+uYc{vK7NZ(l_g}K`2sMRI}dvQ z_`korQ^S<|{wt{QOJJ<{B^bx&sc>s^gq8)|vxtnsL0@w&9Pl_G<~aB~^T}L8z=!0z zV=eazyniXHzIXF50wM(q@*_qExRzpKAov2XGN}MzCC!5Q2<8pYG}Itguv?NMm^iRp zAdQm2OFBxAV7=I}Fxb*@h$b-0V!VQ67$;wHF~)q5M{)*c3q89La%$plS&yF=F7H!)%1`9Px(hL>|N|01S8(H0)UEu*hLX0O|{F4hol;;h@;7 z|MTqT)AM{sY3+^P-+WVDSr2AK&j0ZCr>`r&Q_mei?|3*-ZrX3>%`>jeQvsv*CS=3L z5O}QPXz6^hx$O5ZbbhtE)s7cNUCz`KNWGORlaAj|+2XR}c9h-O%7*Af)p7N_pjZxDDAmid)%S<~Q9W!G%P}!c z#XJ_aCCNgq1G5h{b=X`DJ<2q)iJH%clY%$WtFz{3iLxQ6E9#wr&L@PlZHtFPwWda! zLaF8-Dovd!XH8w(9-BrpX!JD6>n*o|FrzFf2rlm_cDn>_`per`nGW=dQ ze@E4vsU$S}_>Suo2f9F`*^!LPx2pfXHGaLmdGX!No#nT^cC$U$iRM23^`C#E6GA1c z6hD0X$BVO=Kxe#eCJ(uMbeYy&ianC)EVAVLv#MJiymc<0%s%wjGjH^V(1^(O#<)gx z=S2=g-}3h{qN)U%K+;gq?gar{Vd4%gVQPSZ2r8E=$P`_`E2foKHvEKQRB(iPdaosp$}VG{-CwY#zPyqXO9QfYIm>|0qh-shA?I;X>Y@L6kA4~w|_(LicDIJWPt+5=i%ZXT4IsmJMOKSSi zvvL7dM?BAIVrfocMH9KLtMy|$CNq{8@TRo1#)`FrY)(!Zi1TMS9#{ez>K1Qv= znUuh2xYhybg*upQgv4rum_XxthM^avHL%R_9HO$A7x3>}8YJnuSMPsV7;Y<}!e})0 z8~x7x-S^)f@zD)sIF>Wbep~P-fd|R?MH!T+Mn_-eylTd<&2(cV*jiVO7huWgIff#G z(9K1{#;zX?B3*Rx&}|n-9f3(k(hQf8!ivq<=FRUvd^jq=2D)yBu%X8)=2hK&lx!(Nh}qd{ zm{P6uK>Ijj8>3En%L`~t$?mmmYd9~-j~T{UYrra1E$+-`C0TSAZBrX^^?Z#NS7t)8 z(H+#wUQ3hBQNDfRgEJ6I=Tuq|9z7gxam}M^qj)y^ZvWCKSF(?HyEf-F@b~;6F(|yb zKF_;G^@A18vH|t%x_JlqXC)OVrWp|#Ig$*3B%f0>LwF(PkE3rEr>X5aY?Qz-Bw_0! zr?>hgt;RbY!PIeD=R8O1FRZoQ(#Unvr-}4BU9!zmo;&>Z?eo|@C11%5>1Oe6q#tFL zCqn(}XTTapv&gGjAG(c!KKn3tJa2w+Pmx)w+-z?1!NrW%F&ZuADd1z+9I&GiT_qAw zUa7v?_y@XIfv0DszT zm#rNPYq^v$?i9BCRz&w}T=h{XBc-h-P|^OBhM&Eb6{k@Ie-F#v#65H~F{ibw1zkC5 zD7DR+Q-{%9GN`d(2}18gsW5YGL#|1iwjB=Sbl2YXcEYuhL65qHiuQ;pyGL3vTv<%= zLsUSa+W~*sWb&R@^=k6SJGB$htmaY$x>RI~gKbrhW-DSM$yn)Xd(Zd5VbJZ;bUVxY zh?{E96vVpjh92s@7RU;5u@0+H9Ez)Ua9a0DmBF}`E=Ci@qS(%7-KHXIlai2(jQxC4 zt_A37C}GoUp@S;po-dpB;queT+X~x^Kfc-s>u2>sWKGnQ?(^Qb;_%OYXhKSx5nLrW-mQ;t#;Im#c=5@P7dpi zJwCCAm-G32<3&eyRWV<7>m4Vu^R*)7;xJW(*%+*Dh?#SVtCfRJ*5AwcX4;~3Cna3m%^P8bAG#|a`!L)T3M(}isanHDe=}VgfOs z_X1mpgKS9vU3?5ywlqR}s{ea_b^ej|RjVn;u{(EO{rM|t>4_1@vhj*69$Rt$b-&A~TBEaPQ|=Du_PVXZfS~oHSTyE+I4*fq$_e!5a#1cP zaH{J%!o4rQ(3R|Fuv&hUO*9p{V3|C0p`4m#R^bMMTv(qf=8xUsQ7^*x7^`%o2f~im zg;(irV}2xsgNVb_55JnYe0Z<9;Jooq6T|P-=z?w1v{#w?;;F(u7&oV|mr>Zxbc5ZZ zgZGB@XxG0Mdb^j`FBblsmM<>uIxb@f5M<7H)0GNENm^VUW#D%gy!rlf51{@=0I9Ex z2B1RY<*b&=)>*Z=pNd;hjm6iM;i`e*)e;#>;A~OKi?v#^(0_K=^WbPUHzq&$U8kZ{ zb}U-agq#TKj;>4}e{=O66{L6xu_#_|y!fr{Q{tLlg>C?}WpQxPlv@XHYt_fsQ0?C| zJZj2IR?{pGtik@`k)Ah-{embVn+8*^#KY(uL~|naf$|5m92mL@@IlYB=(+_OA!Gmp zP*4N~z|cwfVwe!1zae*C!bm{LftG;ECddK)0b>D&2GlDs1~gXmX&C5{Ndq$ji3-O9 z$$*eYggdOCaNHn)#5kg%f1|JBc*evS%)4Nb;|xq{7yB71lt?Iub{H~t5{M1hm(0Gn zy5SWe)%^GI`?L47TVvC5>dyMV{;_x%Dpu6iOjWE|TaQy#zvh+vOkCj6{W;0VZ-9iy zjSN}yw_HTbB;~=l<8CtA_`!Z75o%CqXzj-Xrl?!x5*ysFg&K4Qepe_WThNuho2#Ge zea))B>kF9m7S(y#)-FNmHqEbSZwvaQr zs?6lG{n4>petXH=y^&5C7RTt_>1)q<+$^h0<(WU>tGyS?(PWxi^Tyseaa09d~dZE0nd!^7}@Y>Xn+?jV#=@DO#&nAuwyc z{eJNqDkZKL(#1|;I9W>+Kp5oN=ms3WsSc$s>OBjzpzL41iSoe0=B^L;o%#lxnd6%$k2-J&tmW;r}%#2hnb~6++ z+4wMb5a60v(%FIPqJR@&fC`uyaF8G~Fw9LG|9t$_kEeEp z71IxXd-{JrFFtz^U)B3P%^FW#sO-!AF~F6D6%FH%5-M#CGPz;PwK|9U=wM|P+@phI zR<7g=ikWJ3%OYM}o2JBf>EXr)P>3Syx9}83^9+O&1q1#A`?X$+_RnSy5H&V!rNlfsk@eYvO6E0ygzfg>hQyz*s+%D!^H!5GN)cm57Ie z!ia8q`xqd*Km;4G? z7H=*3HEfeLuhUfu!)i-nvSzI?#O`fZv|@MI-4#RgJv|g|!CFDz+!7Fz1BroH=Zk@% zB8S%N@ZY8*byw+}?YA?6nu#1&oMJywRN)bRT4qwC5g5-s$m6>}&egnj)~AKulR*MP9Nx4kw>zC3V>1=n8BSiNGo6f4+D zq5;9u;pUU?+l8Fol#e^QtBY-wH&{2MR7x>jk!gBs*ey9b3?))lATWE1jkeIM#&Wy; z@O`*@BoYs&`=asTZExh2Pbvv~porr<9b&qRB~`hN7lZgOb<2 zs$IU_yE2FBpd^z+7vwka0!b(@eB z8q)v^Je4NReni~l9If9vN6=-?Jnz-uzOr=`=N z^%7i{upV(L19FY?1m;`Vlc2WAUWfjS4Gwl9AU`B-$vxP`ZYKdEXeT2>{y(W{z{aqY zWe{b3t5Aaj4&j@D@c;-onri%cW=hb?uK(u8fByW-r+arEg}1j_th+bK2}xORJFvq{ z?Rb@mptU*4wkpL#O>0z&o+nD9?NVGRyV;(5r|m*--nQZ*@*LsX6isVwWYy7O_=eld z!$twqh`2S~s+iMp$hF4%jcmH?PI_6UqRhwr#>DaX>PTzb5Y+hfXxn4AxQ?fjtx8up z*V9^9)GVdjiqD&|O$d#U@Y^h}K4|zYy_l1xsH34AZp=il!w+7)zP>tJe06}Zo<(eq zzb)HwX{O?oD7sQ#t)~I;*4;Bi20|Gt8+WP2KKNOwQ#V1qt|fw%N;bBU_V;_cAC~*R z-&;axH+!RY=JV5c3oGkge|kS0P;n?S@tOw;EDx7!gUN_ZFpEdQ-WtB`_^wh6!g0Xh zM#P9M3%;Lhz8pvDK(hCCR|@@j0TTcW5k$ryEOQ=Gxcc--=koR9$-z~r&{-Uh>xR3f zeHo!P!VlM1Do7${!>Mr5;=wH7D^5K#lDjXfp`5C;xC9l7&YxG|9UjpzV z)QUV9;2ZWm3=^;m1=x#0mypm4u))FxcI&ST$^snj$##aX5AkmrvNz1#F$~7A%0uPH zV44HB^Tsi_%<<%%(!c+8I(qx7_ZhW664lpuJYELtP44 zmywROBvoC^x?>wJ>s8k4@5?3Wz|s$$D1Jw5qeho2R!Z=rwrzF+A*wcA+TE+927|^P z(r#WBwY!Zoa6l}yplqw94C9%8-x8Ak#9?@@TGCzD!@bLu%A8<$xq&zIT)SK0CR~_O zZIi!ZI5_u~nv&5{8i(p?*(ggyQ`hTXbrSH{e16=|K7-doHB|U6*|rlcB@g-JfoiJa1B?RsZ*bcRG1@ zbyy?MO?;3xbYe3MjC*%m-5NEItgt1FHOXaYJciqPT@B zV8>6iJ!FsuD29^;iaU;RfcV{jz<^N~ST1T8fC3`UP`RM#M#;4T*9bU^HkM3pW4?zga;cgM2<=WZ=rzh&(a}2l2Iw(#Xu}xs`J*QuglcbgKS3YY`15q7 zpcH7t=*b0>HvliiA@ee^{N#H1$M)n*P_tR z2+FWqj2p1&QSrMb7W}{&@b3b&^aYH%Ffm2WDvO&$j>8%T6byYd$zdG>4nWqe|2T)- z>VB|pK?Rf~l6IUUFt+2WMhG~VRWbe&vqypgqwxY?Aa6i-(QDDuF?W#B0j|7R8dOI@ zia_b2=25<6Wkd6gVz9-43;dRl9noiDGJsJwlq<-)E;QX$)10{>-6kw&9e7=C(oHJ9kr^I>dmw2put!`p_F!NG$qd5KfMX+G(+CigW_YxH&5jCdmhQ5-~)wCQDMgz&_ zBXP}=#YQ7USzb@$RitKpYu48!N21Cc%Ow>C!FNhtuCq0-2c)Lm+qTsXqSBjkBKOJ9 zZ)Ai@F_rTsg}7dC7&*Q_?A=+Bl7-dS{v?#&d)iZ;&mOUtPRfEPO|s zRQdzAoAO&bsI-8Uze*SNt^sD8CPrURev9C8n}nItH6+GE5dx3~;Hg7F>Ge7wtK zIK-ahOL@ds;;#m~T3$310VNCn5HQ97kP*ND8c5>E00b6;YXTZ}^h#_`#Eb#ITU0X+ z5$u0XWEd9+p%F!k&I$Sg&chjo!H1wK34sB$bM$Bih#B@bd{Xip!19J_#jO`D90LR9 zYOG!`7omtBe*p$gxKmJ=3(|yv14IG67pN|>uSrG<)DkIpJ36m(?%NN8XZBaWyidn^ z{ff~&EpMy^-B!mFW3;ose>fcW;przd-wW$$S8QOqoo_wuvTj|bsqxvKbKgs^o5hB= zb729dPBsUdsFd>a5Jfji6KSd^V-d@j14y0>(#7CY)N^Jy#G zn5#5A|Cvyxdr=T8zWW{v)~Kr;Kl|mTt2R1{d~|(P3&YViVH`9ju~=4vlgXM0$Ncdy zB`IZZI?1f9w1%!LmMYc#-y1$PoJeCej5VnZtAlb^k+j%W*zgIPlelW zr`(b**~-bIRK{X>;3<(i_Wmq}6<@cXxKq-(S#?s=geT1fe9t6+u-* zMc0Z(Fr*)I zbI5Q80|%ovB7DT)U@GKglrEGKs9cmAIwvTIs5SzN5y}`G^fGA1NnuitS$I`@O|8XcyXy-A$o@{?H|6w01xWY`=>9w`JeuHvx}$-Zx)cpH}q(4_v!Nmyge)XOPk?z#gudrmZrQ|ZGu^E z8NfH$;Mv*!9q;rXf4y0I+lo@9y{iF)iY2gH6h~>9zyH*4-@HxBUVbobmm$*6p?p$y zNvn&o-0=Cc>-SHtKi()wy1A)Uq@g{3`^*3Q-{0tmwFt73)4r{TC*I}q^4SwxQWE@u zua&F&E;IY~$yKKW6zu4%?2V32mxYyZ_3O{p)x%;)D#>;$_AphsWbWebTh0ca|8!w8 z;2Htb#mYv5N+yP`b$I2`_#VQb6w(cj>}u&;fg*@2>AZxf2v7l99YAAbQUD_t2ZcNk z1wgzgMNGjt4io?FSc}R9X)>1)Ko*12lELi(kw^3`j|`s|l?uID8t(CUgS$Dwb}=si znLwg7gXw_K7)XOnP^j7ro)Tc%p!bJyc>|bBpfSu65!gz%{`StZ;B#A_K3X;_u+)5( zzIR{mO`Kt6_rGR)MSJ#ibVSu2F~vmXWZB7Ey7g5b;ti^lKCK~{!Sktt?bO!nrMGM8 zzN)OaI&yZUl3x~!y}lxxnNsIG8@t;!aX!u#6eDdcDo(^$7`%|wJRe4I+cwo2rV~mm zRXb1j@tYoGvMNF$tLAWexWRP){Jj?(u*YZ1Z8lXvDskzgCRvTFj{E?}a_pWEjmBBG z87S?yzU&#t<$A-;zx#UHwP~r{=|?#9-_V16+gWQxdEa4VKJL!ErZhZmE%z$3(}S)0 zyFYwW|6S`WPw~N8wQ}C%KM3QJd$gdY+cvOr~Btm-x{2qe!CZBOanF)I;YSE z6%@3GYm}G@C)jKONwJ%U%YT0VOZ}e-ia-8%`m&dSb6}2Z@r9kr^319oOjjnlB0zs6(iR2 zyPG#H$gZF>mcSb0iyWn0h1Eg<#{Wn@EZ~-aITVJDIGy3Ri{~kogK&UJ7&Ay+(><}R~1KG7j?gp!jjdiGi`S{?{>Kb2jR+f8}>=)d3NbkI9rZsWwmWdfDmR=vqcO`f8vQnOu; zBTrgBcPOhXhuj^vj^M1~vsc@L)|#Yr75&HuGZuWAX8|{_W#(zAkZKI3wXz2a3|!y+ zyw(5vuiv|Rqk&~RVB-E73+`t!4^74^#qaI3DRF$fT|PQEc)5@Z-TObPt3sJK1Tbnu zPGxGpWzA6;itr#$S%Xu*#XSD|AO7n9$=K-i+0@Hr9yF~KWWUW$?LjJSZWIQCGDsHy zhq4KdPB1{80$x3o+27gny8~xv3aZQo`B6*oruj{ZbIMf(uEl~`HYC1uzPx<#h1g89oz}8+-i0A`9fX&tp0RX96i~-FUW4BrEszI}mul%d&(bhCd>@GXM|*SKRJsi*DziX?hP?zKn>S^oXo$w7HoLV3PQX8=J{H< z-Jdq>`}!aMaP#4(r@A}Q*0TeToosEI_v7Ja=73GtTlKD2%yj(HeqL#wd+(mfaTqJ_ zmx3V1>{TArniVa2Fm>m9wN4W+G|^P;ux)b;OlJ+s38(Xf)Zc zYPgW|qGat&VVZElzDkzUihhwWsvnjNZL*-IW*sPTI+cT|N=ZQHGp3dIY z-~RfmN^ej-Wi@HG>UJdBqBH9T<+hpF^Xi5$IN$Sk_Lpz=tW0D5P3tb~dnFFB@em!X zWNUx>37H1}b#MnEQ{GiRyYcS7fBhz?9B$O>y1x9=W|7f0oBW{T>fV93Z5fXz)o_Rb zr%zETWTeY-s;z~D(c#P=ZI48~($ML&)Gph-zP8GyN>rm+qKh1k2t`VpE}lGpdA%&F z{bq4=(b>n2K0DuGHWPNO7dKBa zlRPWuNlIl-0Z^Nm4FKqZsLLTX4F}!=+8Y2{xbZ^)3^V{o00M;(0>iD82i^(*6>tGY z7e`G}M8ghffy}t*yih`bxl245P@04xi7gG%G~l}A4TuExG0Yzj1K;*xGI!tsm_~3= zLt&yW39SJ&iwFt8y9DedS3RUqk?Zd*rvc?mv_OfB`;QOLntVt+EUNZo_QT^U+nbE) zxwX}2KmFz7&mZPBaa0{2o}W$pkyObQSiP~N0J%n*Ko@ssX44HP&!;zK zGnRIH4A&VS_DySeS&c-~_wV{o&(0=ly$9>O{#so+Kcw|pu$n1o_G zu*J=QX}j5~WvvFn8{zjKZiQBl{%}*{Yx5n)trg_xYTc&&K6nAE57MGuLo~Lv5#dKM z&Mk*GU43sh-Kv+{PUoQXz>0VXbEWlqJQ;Nx1$ELZ*xbc^&g&{ zKKuBmzsx`LlM(kso6{G6|9>Bf@7<`2h))A{yfyBR;{|73UJ?;Y(Avl)4R$eHd?3d?07qroH$8e~M?=Q@Y4zxn3<#}`ep z)iQT%nf*dcy9%wDIPtr#|7y_pzk56U%)k3%0yAre*_138is{sb@WI1Lw^*{SFJ8U* z?prsnN}zJ2hCY3xIJUrNqRG@qkJ402lzBpg*H4-%cL*bU4P5PX+cEJkOCfK`Ip|HTXs1 z0!+i-3_k>a%UncefL2>vZZnTrv>MPlSgV zlSnV@AS;Y;_7n9s7kcy(|2R-Bf9jvT5Vv&YNd1}JDK1K z@2J^*ea%aO-4-u7o}Ogubs(lxr72m(e;fkUya2SuRLZiyTk;NRTWPE6MqJK>1S1cA zpX$zhe#7o~9d}e7?bP~P2y4zc#3*ID6EKonYSlfRRPiz&4w}1dm)SA>^F!ykG#Jfa zeYGnl9%QEIVhPSFhD{pzhBZWC#8}rUgr}$D$}1>;Orfmu&s)U7kIBneRvI*Sefrn` zdiTRGzkV!~DS5aDmDBnE{PE|tk6PMP^Hw#3%yUz(RPA&ZM8x^gNvSrh((BU1kYD%k zvMDKYBPsy_I$VCZTr3bd_;EK{Fn5MRg?+L~(ZDew-wq=WBp6LlV)Mn0e?4%EG@PE| z;q{G3fl}aznUBQzhSNG4WTgI9HCc+hfH`1nTnHdnF(<}0R+T5mp(w+*{rSPGx1@c6d+*gKvpPz<-R)w`jA_00AF^<^;-NlrGY#l8O4u&sN>zE@1yb%}?7IqwN*a zYndqZpnHDt!>5lo*IIkqT^XkZW@8`mG|>yz0-8z7N)A6gBvewrSU3| zt#xx$91@v!H6M%jm0)+kgZZ3PemN->3cqd^vyC=xNp&!|X{R(+E*_;pN852Wz%D7N zl^wT`+sgJCG16)B`ccdjCJm0=;GY`7Qm_&?Sk4d0jM)L5v)>R>c7kf2A9`vRB11@Hun!I(z~H=T^W4B9DP z6_|E0-Qs{pnCD!6@SAk)(`Nq~F#uAF{RHd4t?aQ~PUB`*9>fRdsZTF9B_j#(?jU>Kb;@31S-&>TM zvY!DL3CuC74#c@!4%3NZBTn!13hUSs7+F_b=O2_NQGO%E_eloXKVQ-B%0f z(MqYUg$ZaXGqpH=IXb#E?HR5F#yZRIak{J#09(DF|O9}OBQ9`V#- z7-_?Dx)}e{8@I5rQmiJ|^1<82y*SgChrOAFgykXb&6SEvQ#CvLb?+7h9imt(!6h-v zj>oWDK8u;fsIJeSFYEL~&2#Cs!>1d-o*Kw9E!JyJ`vi2fRzDiK2;6pe6NQE&Xf>g! z)WV@A^UaoA+3!Tni^UEe9Wln%%zmgxBeNk7O}lNnEz_*oc3`znPNv;(x(p^e%&|Z2 zj1Hn`Jc{>eJBkH-(UNA|emx1mdk!eOuHd)@J*+lv4VQd!~R!_z14zkPKu z)qPRJr3Bz^4e2K}yb`$*TLUr%`vh_$1D_nTDxUUaD1e0koJ9cb;(?DDm~3cx7nfnP zG_(*XcvLg~818GRRD@VEs9InQI9{Me8DelsMg~AI7;6a&7$3!00iSfp%+Pv~`+-jc zGnaf6qb^1U^jbOv3gpc>jc6r6W*`m>xK9*HDa5&#v%%|~fY+?uxmJB=F#-H%I;va+ zQxcAA=P!Q#`03@|H%ztN z$fhb477G@_&ZG4Vo3h;2_49D`R^!oWSg!HBb*Lsdw^(g%rHnuqbYJbBkYJj5@Dr?ErjT*ywN%R3&8fT2MTHrkRn6Y^j#|{~tzd7v z9^})>T=KgxU(_{jC0D<^65^E(bRYY>ZQc?4dCZ%Djb+{FJ)YjKnugH=|J&sn#$?=T z46rF^6T0JEM9#hIPRHtuk2>aHw&PChUeq^{Qe=i=h?dy)BhPZ(emDyDXM3ouvv6V$ zW~0!LTwuqeQD-{cROUff2|8v)bP;~MpC*I?j3ej8+5O5>e?g3 zX;mBj^L|?1KR7Sk-6n+Y5X}d z>_X-Prx5t+5_3LsP9uJh0Ojx|R1#Dc;$g@&irMf-O>FJ%q6MYY?6x~_{f%g7VBo~( zP4~b4yyNsf` znqly*JmjYCMQiuTH_RPs=iu~WR!92tvfFyvxuv(O>`WOcN_YEEW7-8ZZ0w2s`^@|> zY;`)_4jrdbd0`w3*7x@+DL)kZmmzLGzUfz0OD|k)9R$|bJ1v=>IGg;?5gGN2$!E{( z1A}gxuGQ*4l2%kV>P&+{dp?+Vfr^hpW6-o) zFr^7ib7MXp%}&>`@H>8q3nx9!8b`3SirPEUY^>S}?-QImA5;Ww z!o-Bma(}X|=U{{soh6Ef5o%zFg-y$}rP_Fqr5jsT^Y!$5xNgW`MKok0kP|Ar2t|*; zfbNL;VoC5XoEC1L?C6$6YzBfCnHp^n2L+Rqc z2EsbQ4gdfbk=}|5{(~-tE{n@AU^SRaleSD!DgYUiR!qnXC`%$+$8JJUU0l`vaOMX! zlEOia$^gnBrAvr8#D}4T?Bm&R*lF2DMRP)aN29~P?@NUDM^Rk#?(D5O=H2-P+9x{3C*}>59y+i#GXGwlrFNB!!0zcYm zcK}Dov#nT z43!!&z{!?^cT2yP??pnTIS8F@PdNPe^J_`Sp~k7q`0Ddwyfb~Ra_sE7 z$_Pv|j1%MoiITTSDrKkW7U9c%>C<*nwDi0PS!Wa~rlq!e6(uJ%S_lvZdrNJ4o?LK2>poM4&@liO z;!H*L+R5~!@8vp1i@K-z0-hZonV9rMIL3LIH+$om}lGc!XeQBay1)7=bC_<}iU<#EmwsoFa5{!pX@7pZS%_$|;^W zVL0mcg~H&&&+q4KE{5J6SHmAWXQjrgZ$ejZV(N#o=U})!Xr0VKKN@-^Ua)7_n_;*W zZMi&16oP=(kP*Qi@KdRTUE{Z+(S*)rQ)<-8%X%ugk*vm2PEt7R`g)p!+OSt&zsqKX ztu|KuWVH=RHC+S$x;hU?Co+&Eub^GB8iR>P~nePKnRAqs)DdvIF~pPRROY!$L+ z=cH{7`rG@1P_DC#(W3LpWH#+fC-$wof4-foH2?HKY82*f-`(7b<)e$Im*dXyRsV~G zn`5?yV+cB>#p&+;MBXgagw7z9ket-VL+HuMyuUZ^K7T({VIz~}->q?SwSN8WhYzpL z^f+IktnIU-udiMroJBpkegZQ~SYV~hi@<8iu|m8*w-T@jvXnvz;XBGJbc)Gml&ABCSUq;)OgE!nbh|SvY?Y=+2U&GXyr_%) zLMmQ{6m>MnCa{@{YcuD#T3UlODUc1pfQb_ZF}*?`RZXdQVKYwDP@^)XvCCNr4`Ov_ ze(*DnarxNtluEDRmC8nTw`|NkPxl}^XQfiwm}@a;NQB}SU%PF$D<@LX=U+h2Nfy@J zG7b+eA_b(*z3pEg!6hfh_vZAR&+nhC2aV%KUa|Cs>(mS9=0FLZV2w?mcknHTh_yuL z#57buO;^R%5;>c&luTDgFW8QsnjY>5Z>4EZEqi_KBm$rC%(>0SU%aoxHa;GohLdG0 zniIdoNR^X?WBYJ&+r1qnENILMD~Nn54x5v9c)Xp{+RqnO>*D)Uy@r?YRy6Akhhcax zm7eK{s;P}$JpOu5H-0*6wP)D8My9JYJhdcNQp(cQAknIEQem>i?helA$%C13r1QR z;tptmE5g+cE;W!sA`BX+0IC&b$U?jT3=3_R^kE=lIE4Yr!r=`xn-b!!fqJ1^66lK< zJEB38`2n34l?xLB3|rX1FeTGGF3g1a0A3pQI1nK~Y#>SPEE!zUXo11OpR7QqNk#<* zUQl^qo{n*WSVE(Gvs4Cwe*n%fPvk&pAU9#~Al<)Tp47`t8}ZUCz9nH)iGKL@Q@?;d z4cq?a)sN@ll$=4D=L`)AHojA?3f-Vu5P7`h3hb11Af6Icc?1iEOpbAelc7ZW_Ar`^ z9!%Af)Mh=$i?eehNq0siT`wwzd;adH_R*W~&&C|OBu+5*ce@IV-?OXrH&-K_1T)*9 zvT8{1Ltuv@p*9xo-Y$@Zq_`ENqyd7@-}Z$E$h&%YIs^Z88sGghtB>%YJIe1Edi%IU)$S!*;gyiv|j4Ev^= zE@ih>JP`|n(^)iij{f;+G-)@BqmZ?jyiPMrDbap}C<0lBziABwVRf*-ReyNIDtl+o zo}7eNmv2N#_Mm`oo`X_iRH<|cBV1vTT?V|U>Gz4235xk@A=4n(Yj7Kmk zpmb5lI7k3sKnY_i2H%k|89?zx^_H#wdDO~yj%kiNyc8hyT(qy>d7-JjXb}lflg#PVm9z+W{f~CzWDXK58pdiS+~~SK1m{Q3Z{ke1~^BxnvKNtU12kx&kL*T zsg5?EJRYziv`|B6dXl_SX=K;hUq=m=gPD4g;u{bhAH{ovoyl%b{`cccof{V2Ew%=GXm^NVV*}e zHT;b^mb72|qwM`pLC~76Z=RZb9cz6jRJ*VL@)!|H`8c)NIQbL`%;5U3uLjS*=I>FP z;y>A~T6rw0^MEbjrQV;-u6BEmnHJ_-00Y~*D(g7-A;O+HnIA5{2oJ3sJ?J`z-AYTB zjJ$3!&AG*NTLHqY2WFyV2MK9^ht4!w8+oaGrxoyDmNeCK={rroW%Od%jNd%EKJ#{Z zd1-gL`R4rmy?GuKrKl#f6LxF8((;%ZWj!)(S&FYT{(QLIfKy1rOK6r~12cWEiM0Sy z6ISeC2V?3XmyU^B^$}>E_E2l?%>4if#PJH#%J~g(qvUq8;Sh`{I#zOqn)vbEmtH`5 zuiDW$CMpxNsC0S%9-RWGf$aUyGMI>^Q_!DGEVCh1~B}R`N2ZjML5Wzu$ zfUfA4BTh}s9l9HIpVje*P!IImHZ z|F#~o$+>H9TLyJ#4@Sdg>)DTA_th;_{HEExe&nR)j~-4Ref#~--x>Fu=b792jni&+ zv~;#=z0T3e!E%CoF5ss=rlw2$|@Q zwf^H^^u$c{nD2i0<^1Q{J6xgWYf8_DG``vwmG%6IfAQuEoY6!9YLVLM0VC!H;oiTN z|M>3KJtV9|i+(vNNZ^*x0!*2Bh$tSUP4{MzN#z(UQ%DLso$&IkPQ?nGYUkIiv*F9L zqvKcin$b}>KS!pW74AYUDZ0JwM-$G7kj`aj0)a^mpSHm4rM8^?{w9pyic_Z42m-VM z%AQY@FEzf=>t8G?5V~?u)8Pz^*ePOA3d$pZ1C%aK2857+0~zU^mU2f zLV;-trCTe3Z-eqh>Ec(EF7_}MXfKEH0HZG^0}QzYw`IwqhM@-qjbQ=D1-vK#bd^Al z!21ZcixMWPV8S?uECRgpG6LEOstXn*@+oooC36Fnt&kRs{e|3u@kOi`HlJyPa0fF5 zNJ18axuNWTe19ONHmNjKi$2WhJE{9?tEG5qcxl9><4LmFIxZ*Jpq5Au*rn1|LM9JI z81^5tWTynZ2k~Hfz8`c#+hO54FY~O>= z+h@Z=)x9jZUf7gh&&O|$rlK9fG(s6*V|PzyWn0<-B=GCiCfB!Tnqk8{Nzq4uT+$5xgcg(>P~aizWnX&_y1A9TUo0dj3W$85`f79 z+c2U09LKjrX%6pAmWr?GHisi;;VQE8b5>lFxptePj~9%7FrAO@HnqM(*`^h(cKQN# zsChb@p4HVGV%RC!Xj zB4ipc;fLTDH!&7}5kw0M6`ucufPCpx=R2 z1O5Ue2O$NqW60JrP_kq2Md_BnKnEqqdnzIC05>P!(-3YOAt&8ZzyIx9xUl83$x7Sg zxs1lyrAn#-NpO>UH=i#r0?9(SQI`WQL}kB{*6MSC8=v@&R@Lz$K_Y;VA2y?P=&~4UP(pC4C8>qP%AZTQ}Ye{P})*1 zr@&ZwA3*Vp*U#pir=!}}SzCQly2>o0Z~Cr=g{)D{q#bR&*vDyYSP;cZLu!A-F<;oFT(T*p1Sj$*upO&43XPsE0CmKnre!cSq`VvWk*FEI{Bq&@ zeqtSY8BCVTmnB~;1(IvUGog2J`cO|PV*m80W))guQ-l*GDcuU;-q1kE$g><1E-DdF zED9HfcVH?IsDMJTk}x%NM*v#j`H|Tc)tV)!E-7-{eaZ75(=9AZ;h}@JjVeZAV=6{n z-`p+m5WtH7FdQZk!rTFy2o+7{YMhx#)uLSC%z*PSC^&!|P@Z^!1MfxG1v`g;V&q*o zsgZyb%G<_NR#;f=$z*gI`n`GNgu=nc&z73N=h9-vE1g|5qM;jh)Lix1+i&&fA3bY= zby|Xjp5kZdoP(u6Tc5o}kZpK5$Qs*EPftH~?mlYic=8mJoF-CnX~$)|$M{h`JUq=u zOfcwPe|Uc}+?y}#T%v__Wh()iXe@EB>ecCXI9TpV<;TmFd2aIo*B9u9*LSO{v6w3< z)n-yCd34ml3yFmXYcTL)`CyKK3tlbfzUcPH4vYV-l3R*9L8qWR-#a(5nHmGe^+s|t zFvXAmdV8zepKF>iY@oClS{T*y$o8xzs;RtW*n&29^+gbe(d2|OpvBqExi3Ti)a*`? zKXhr$yE*qo04KntMK`G2XcR9+i*P)G8JNUtczqll94wneAIxX?r>%e6d9dY$_M_jg zKU~u>nu=HUc3Wbb$<<;FbTG_*rL9$dsITCELZunhH^f|aO`pwa#%^}KR-;v3cRn;n zk$zz4v%~IUR1+1vNSeI?5iRHlF_8*jf-0J;(JIZwPp*PizgS8j$4<<}N>$sx4;?|P zy1A#G&yV9ZFvI$ z;UpXkyF)EM{rq7^-bzD~S>j!5+3ERhPb=ud!Sm&_(?!(nJpEG#=Pj1;oQCFxhR`|c z9KNrtHHTNM>h27i{_#+9kOP%&8O1RS&&w*L(^21QwtC%ADXdRJMEqTh%%U~uaG;xt zN+4L`ExX=^)s_)dtVQlkDAz*5*8sn4o>M;yoHNZJM4{Kn! zq;6E>9sZ?5{SqBvQ`XIf3FC+aoh@DV>xpbZn}&9c$7Yt(0Tu zwfm*TQLx=l0CAG!78Q$*9=$62^-`Tr%DZjtZ@CApiGKdyum9^sY-KH%47Ve*0zVd_ zbJy~5lE#=<7UC)Z{8j_c>Mk8mW%r_$iV?NC$Y-H8)Qb^RAJb{DSID=@iF~>O9|hY@ zmZ0iX6`{yg4MEgH5?@fuwXYX)WTw`Qog5BJY|*Tjns(C`ViRc}N{xmPp6(yQiJ!Rt zB9I-HkI?xrl{$?0G2PY(NJu#1*vhbq;Ru0S8v|1uh9m*s5M?k6=P<2uH;ozOT{6|) zjI9`Vf#PDbgNwsW-Q%W#uLDveS?0*DOz04J5}T!m$^E;NN)EsmWN)}3`}>#NGJosQGfi?5%C!_jts=f!hs zV~cN2XWQ0bFO(Xy3vl>W<-&cvyQxY&J5y}&_}1l%yY+{y-O4;pmm@Q`;po)5xMN@Q zt$9C!OPmtatB0H8c_oCuI|AYNa-r_s-k! zA>!qRMQs_QC`|j+5{jzkQdd8*cX|Ws+s}V{`}5uSrp7I&*c@|ZK9S9-?pBJ=(WPWI zYNj`7m@}lsS%@E2Vl*%C-Xz-`b`4|2el(GsML3x(?xho{cycpauVg$epJPQu5yXmG zMGizOp!JH#7L=#wP!5(?tA2X5SgKR?wgmLir|Qi{sLnf^Li5Rd+k!k888b+z6oo4I zn;c(dxiTjZJPd#1;6;uSVA1e5_lO&20~~hAK>@fJx;+ax3x^!iV)4(LiGhp-0LsV( z4%c8@j|p?~kDd(p0Huq*jCd*#8OX$o;)f0uBQ$6VctxOu2{o6T=P=wt%9#RC23&!_ zV@OCz0u9TjVNHr244w`VP2>vR*bwO6t{e8DW1o7#sOeP>2A@9p;9jRP`J(^f_44`m zAO7p+ODf>Pl8~INUuuV#m6ZTut^ng?_dP>t+@)O?mP}g{nB(Wz;aLCBE1`F5hwMJ!8GZ9m>TAmF_Om z+{3N36K?m5j8aR$j8CYpC$^@&>#H;M9&)0?MxFNZm}xes$dbc)Q1ljKHxT%_g84ALG5wF#Y^2Su|NiOYx5)~n6r7#OmRyvOG=?C_WEGE)8kI9ySqfD?5f2v* zUE!wZeWMXdce&}v9@5eIcCB@GGMdkdtMS}MY7<>=>zK_`upH&8Ims{Zd`)*?636A3 z^kaDQd)2LcnM*5G5n>3R^BaAt!xr=YF>;CR!L;YVY)oSe_&h2chsv$s2#gsJ1qSjX z3FJfhVM8l{35nm5jEO3PQv-xPxF!H11E>WZ4@&T+vQfIki44;OY8fq;IEEm91QRW4 z8gMZALS&vL$2uBq9UYcj*Wm8}2#z>85FP{J+K|-@9Tl`(%)W4phFKFufuoCwnz)hz z)`ibUAq~PK#@@X51I1hac_DP$mTw~Ud8g@`d+f&#OJkIVbAM`GJ{c~*`S92CM}PnH z!F!ea^@siU4jEw5M}^ywJWej;+b@9QrHmGs>p7ttku`f7V= zWSUWb#{pxJ)`lw{1b0ka93OF6Y=zk(OqBC6KkD3WrYBPIi)dozzI4w{avMx7DJjjt zDBiNFx#dIFH8&t%?LR*ZjFsJRCOcJhNmr&;>+OfT@4O(K&PH_v%d7QzI+mBac(hBg z>nMjb9sQZ%UbtqvVl4+|=PU!}ZDE=#BE^Kt=|&F1os71#4hf>|8>y5v9Q%@1-@rFG z-%y4lwYdAaY-+mRS-GhfEzh+C4n6{}z$2;wOrS1+E!=fr7s0G1paC&55;8bJaSHq*(;+%s{ndfiB z4VW9iBPSO&V!%|uuuIfA7+`P63ixc4Hf96BU`RIsTl@wI#swLmF7R4HAtQqa%9MO6 z0V$w+xN&zP_yR#O(8lo}lsM_gp!5Lp!b}UQIq2p`t!k+Ip2fzJrtw&mXqj3A`?&lAeuYSHd`To}*K0W>X<8Qyd zdVBHa{kuFAIhxb))YdUl5MUE8&SGWMLY;bwbQ&}NaYy`GFmZY$y*pY;6 z<@`XM<)pqh^8NPg%v{eximE2-aCm^7!EqFbLdrTkxHwr3_WI6`PxorvVD4=j`lMB9 zsZ_6&O!sRs>#UK+3mm#b)pjunMM*K|7#m+58Br}dIt>eHMS=mb-pBNk>#|=T^v^+W zM`%UR)9QI`-`AZw5gb>NY=6<~hg5fJ#@g_4X?)2t3Rq=sL)GHre>~ZpE64TIf%nXU zkzO?03A_uTX+Inv7uFD)$J~3Smq0Og=G!q`@jb>##6_>86<}h0@2k7H$xir-p5W*G zv*q^7evzwfQT{Z37$qqU6diYV37MSe!;;QrH#@>w?#Wgqb0In z%o{Lk09cH2MdgzF8DW+a*)IVYVB}c9U6?AsY6M^cA&mjl#jiNN;iFg&3fbmo^YWKp zuM74}9H_nK475}^4gafWokEL6K5aVr@xOonk8hEA^PIi-{h#AUzr0!OzkYlXtNG2m zwjC9mL0ujW1LqvDntyoYb@Z@Yr8+xN6a-773lywegmVWh!iKH6jVDhyY(-&Z?mJ;8 zU2hGUEd&t^rdm_aPv^brk7KH=Rca9&ND9@{WBa#{uHH&8v7X7MQ`wnXA1V(TqguVu zrdDubj#n)m$BC+AQ;Cx4CVu;C(`09ZNT|uJdQEBBeqT?gebyE7&zcIKX1Js^?Kc!W zToh;MF?NI2mrJCORp3immR2&IR?^J$wMvT(_fpx*&rz(?+0iFU{<_Z`C&$rc=1Hdw z0;szXx7bFR{__=I&R=vsepC~=DlePvYQ8MU(&oe4#XoJylC*sB>1rAX6E9WyhRGJwRVmtUH6!^ex@-~buTXYuvt#;p zC8hV4LEbB7qbZJ_k_4#)d_))?kQfA&0-|ASkn+L+2Ua#1TggQX5gfp|a3zL7kT7}i z3#L<)Bi;lx0fb!iSb_)>NP#q0GW~+-MrdRVlC?v!? zCVVP}2B5kq-5lOT3kIu!MEC%1K&=ezE7?(tf|A|K}Uy^z(%^2ayXeTD~Ie?a3?{GLwD2 zeL6R^&dzjUBT~3fISSH|(b_o;+QZ1DVoH}n2B7_@MHP*wy}DPRJ)|uttCQZ5lws=W z{Q+-s#*?KP!4kDwHRE8esgx|N>y6@|!EbuwzFBknTCrv~ zN(Ybf#W=%LYtTDYyU3SNIK5s?&o8v7-(P{F&Cu-5{pa)Y>j%S~^Z2g#dZ>8J%B1mud`^${)6U7mio7xw8!`1CKTLCu%p7uk)%dSLea2Kl7 zkRyf3mWX}usRRi_Ndxgh?W1_{K0;Ig_YvqWrU^ns&tiSM8Kf~p{C_M+6hG!(C@FzA zfOZ424WXFhn2DSzAi5Bg-q@AiTq6LI5$h&$2_~-Q7twIuid_*xlj+knS4jsy9n zvs=12b5kR}q6fU}ho)tR5u4IG$EMXTwVIS(tBE4iXsXlKpQ?UVV_a}L1Szx%RjJCZZDclV_4_lC2> z(cFMDS%19i&&LnvUIf9K`R7C|eJ^`I-P$v#Rzr5C7e~jh_nsbukr%;`vCyti8HCuE zi!eaTV|@|$I3!~y4}*bKOT>$?awJ;Ft{OV-UNL2F!0K2*O#FPiSJWDSgu&Sr5W|g8 z7u^-gU>qCBp$u08lpzbJQoez~06boF*b=G~eHp7KYLMVt0BJcg8vxEFRSszF=G=g3 z7KuF=I`W`Hfc#tI$+-<}7N{{Y;Bc0}I07~~sa-%0Fm}XohOi+(>;W=%<3I*}eh%9k z(V;=do=ZVd304`xB}nCxNte{O_bcwYt*GS`lZx*;&AhkQNN*veslHJH!77p2DjK2aYst-g zpz+2opNyThJ8UJH*8D=IBB)ZDRj7_ox;Wm<-Wjx+RJz=#<_~Mo3TB9 z&9+3TJ{jgWm18d)K9Ifmo~cgdYopVXrxSm;f3@Ohi1#zH$XiKnojY0G2E{(-BadxB zx8uGjK;gesnX_)jFnvK)>*;Cq>TrH>+MkTQ_H?%s3=j6sBE>oAINehwt@NYu&iRYk zy}NgB)t<~}%jJHrA1(Yo^`~36R&L+Eb%zgB{IAOcMnXNtpK?mgZvhq;pYX|otoic1cHSM_85%wz=y%i zz#>PODZ?_4aB;9f0d+t#g}EbFg#$0xkXX&ob#W!8(I5+8-NJ|g_6=yT_#mnnXEf;A zFc0LxJ|z}TsCFW;K<~Y|NZhQ(jgR*8iBR0F&iTi)nOELi^;xJ*TUO>*fF`O#@l1 zdVLTb*#T9+%c8#*HV!WP&FO=hIquZ=xztw5b=m>={+@*g>|q!mZd0xLu-7WmT(^+n2YWKfcevj5`&#tKT(IqC z+vuCxK&$fHQtiygJDP4~Io})xwikKw65INb*Jy@nwKW=rQd$V-j%@bApu6pbhszgp zbF&#XXWLnJDj3_&PwU_N>P6{XU3iy=M$Iau=A3u#fpLUfAe7`8@1RKm7K;{`P6{ z^U)V&%&$=+4`#_hHG`|PxxB*DI%>rEP}nvP9wx+6RUTOW(Lp$Sw48MeI%hr#7pL2$ zP9es34as5LiP;Qkwf{PzIVnd)&hW558Tg2iIH#tHUyO%z=KjM2h69+nZ2|G~A|Y2r(aH|nnSvpYglZ8cJxgE_C2l~@0P4$3BgZIOGIqLRwW9z*v+Dz zr<|3@+q|n#PP7x%U0W^scE(^Q)%#-7t{0MS4~g$d$$*g7w)rj++N*2wxY6lpN9xmg z_2ufac}mYmIje3w8KpKw3-^q$S#8x?jVk|yrY*hiHd;~UUd)W%*Z5|Y-o`krlAtUq zwz(m0J-^;x($P~`$gqiYnhw;>m6g(?E}}H9l=Z}`N3UL7UzAqk>sf8?75m$FX8-w@ z%TK@j`i_DlHE ztWbiA0$!tpPlmorRB0fD5#jrdpaOYRq>=v7Yzb=@NCYYuLj{Ij7&KscBd9Je#2BS9 zCF5g+NJezPD0%=45J{jevA-em1m-t4(P=n&0LMj{B65lhxG-$Ul2CSXq{ydG*!Is} z*>J;1nZt|1H=3Qm@Pz2M7vDa98u{L!&&6OER9pTuI+{Fe{p)`%7ThjjO6Wb$d*!EOxapp z|EkHF&-RSmy+lK*rq|Q>t{DyZ_B=4=$S-ch(fgk9kct#y+E}RX*M%U>_Zh+6@UBvH zv}p|^wbg=uVp~#WTF<4$+r5UV?^T5zoWiwAs;&(BUSCPxE)@2e{Z_XbUJS!Sb~5q; z=bJCfo2D8G=_FT))1qKw&H)x4;4(V(5Irdopk z_m8iZ*}X6e>w*VTxn|b>eE$~r`f=#1%WXTPc$);o_urBuf;7f=9Z%XB`5`iN0`Pj*79f`pwMN!6*;1INPk zkimrsuwNaS-@QX5V}rP$3VgYN3Pq1ahy=!4yb?e?K*@nG13Uqa>nwf`H$9Xl$?+?5 z;31&yAS|!JBv-(D$dCE z!TyJ98k#q#ytqW5c5$n~;EQPibTL?z;_yH!74rg^3!pOGSVM!Bj4qtdcb*IxTSe&N z{$$?m8159#LTUG(-+cf4>b&KLozZ3{o?Hta9_+mOasJbE=m3#3b{!bQGqm>XY|GTYj0UR$)Tx;@vJPC8-#Z}$?F zFg8d-mnrD+dgQAN`;2h8FNeX;>&^G0HgwwEPyn^&4D-`00U+Od;uJdabp7= zjO3=Ej&l&Eq5J;PcL`EPIAbVfLe2%<26iSlEM1_xxtmYJ>Q=K(T~2aDr*+_WyAz{p z$uiTq_{&e{H z3oBq)(4J6?dihyNsDgm0HdCos>Eb+Fbvj|Y$5CIMx>B~druzNsaVC7bcNT0D-ia{Q zb%04DwI~+~yzG?Lh|lC-Q9js>oz<*`Ho%>4?jPsA1`NWPOw^f&`wT+<44O;b9r^`EA#9| zHjg~^4XGpS{{7+X_|cn*d#xSs?43XROJofIJg5E|8U-kJvUNttAy)_661Ez(#;3M| z^9)kj()N^1=dvt%Kbr$u%2FlH+z6Kng$oBK%@-rzif2;-=wMA<0t1ga*%)~6Id`tUrfg2Qb9@;XhD@GDZ_Y!g})fe8Hg=p@)%q(=HeSi z3bmT1bHuKRXm|*(9B&eBNq&+q?wd;OR1FIeqB@SDgns@loYO4@EEN|5~IE5j2w zuTA+ul?(CW&Lzh)PTV;u*G+L6LULvJ6+hcP?Iz8OW~y2iyX|MzIh|7KZse)`VTG@)ef8y?TucBn zN61v_f>^5HV#4n)tkvl-=9gdf+eea#?MuIyWnQklU0GI6uY|jjqz`7}y`!CNZ!sUM zr9zkHF%jyjt5S*V!ymTA*XH!)@$OC(9Gso+3DqdvyEy1uAFsdO9lqLRlZn2SO0X@x z|4@E7|4SfMzGE+@uZ_hUC^6czy7SQq^K*yZYGerqmh9iKdO#CIg3Tk5ONrUJ2XCXK zx7XtIM7$6$Z{#u$3*Wpi-vbr8SR6gv8Ff=o^w#QiC1toBeWU}sgPk)QaH;3aAlr1md;7zG|Ng&!pD!;Tem8eu^;WM}8YQVD8G#Z>oqV&kRlgV&>G4P_lzLRE zBIlZOw>dunVt}#HEX|i*ur|>yPFnS!p4&Vxm{MsNf70cWCE-x#=Etu`$hXvX6sc&3 zgUawL=AFDH*-ZaTPnN1-2WQUWb4wFSX&EMWx>wr7^wnS*?L)DyNxL;oZ)P3<5K>IJ zq>Ki4Dw5!uN&8aY-Ju~@sQAxnCX!gUAD`zo^+nVchhwQGJ^k?gKw9M?6~ufjr8Aj^ zW6JfmQOO$9bw&FbVd<4tujdW-eRCm>DWx5LlGjDn4I0yvgX1~RJ6lu@oHjEKqLm$# z3hV6f@jN5D57x`~*{D&2P2C2;6Amg+VTS`R3wc|FIHzqt0SdPi<|b z^3ltm{`Rl`djH|+FP9%rk_E8PPa=TgCQb2Lwl@wIVJ${>BE3W8zcC8-hR*PLLJ>Ong zFR{aC0AuJNn(suDWzN&t)oM1CG_sKAvqp*2gXesr9>}(sQG|H9=HjuI7Pe>be&Lbi zJh;j*BGxr0jGS6#Bd49oN;1!1B7=1pXzTO;{@?%cjea}v<$W6TE4NlmGDS-PhpNcW zcQgF#=i>)E4fb(m5$sx>e!F4%zV|7(y(tCE#=-RHpqo;W8C&#^;V1}Ymt%=kx>9z+ zY_C;67~%rkfkZ9PIQPQ_;?1P@FJI1!bEAZ99tRTSH*~ml_4PEHYMwuwKAWxhFs#YI zo>edGN;%8T<&`SikXSmGxO8qyl1SI{{OKM?@f&KmnblGTBQ&dD+`qT>#qIlB=F!Dj zDrruIM5BB)9}nv}+z{ZySi}il2tBS?OjS0rhM0f=TC;~fBS{RlWlmvuWcSp`s>R-P z-LgRL5qRL&09~+zVuNo8Y7-v>-I17?qma>bQIcrD*wctg4GkDZktkh&5coYv>f|&* z7!G7(BYm385|COFFLeBAzzT%GdowV=WE%7^v|m`35$+A)k>Q~N4KR+r8JLifxJt;= zK+1ul1eKesri+>G`^7Nqo~Wj-sSvX3{q4SC$%^WCI33Qo671uoR&ON{%RIe4c=74u z@BjJN$NQfXoAruG3E8Y1L6Eb-2K$ttZNXAOD(9N@SeAy^kt@{}v-W8bel9K-DmfZD zB08T;CzOQlQg@^DLn?D$oqH76tBQabDomBq59;-aCU;;yhzQwmwxJAy&YmH}3P`b* z?W3T|_N^FXHMPUpS|(RnbQo93jYm$%;E^FAN^(kKl#$N7;}gs3q`$6)AtTA()XWKVh(qr|AG zeAORIrzF3x&`4%l4IV6y*a{s^ zFL{GaF>P*vXbIRBHVh)xY4FTrU?f6g@5N%N2CRXczkrhQ&`&Zn3L9jyc${n^Fu{O= z4h}B1Xn0!~q;v2Xa4G{T!GuAFBZC4|QnC0)kfwY2p(HgWfkiIauc2v!Q%;Ux zgouOL7M7(R*f=5v1@iz(l{8(@7s&{WaRL)B($Wak4D$oT?v-EdrWTo@St-E&72s(B zXJ}^a$<}6XZMHQS@6JcH)moQ!I$e8~uzB=HfAX0%dG$@B?Fy&8a8H(vNZfG3GxiA9pmQgzn@ z?Lcv(l4;aC!7IU!{j2FrddA~B6bX3(m9F4I#t^wo43&^|ql5$rIg+=E6>fc^ItxGh z`eG7X|LHHjwJ1K5tt6WThh};reajhj-+I%Iv>&z^o$nJ4wp8lxl% z901Q;mHntbGH<#A)>*E2Y6`x%)=Beb)ufGDsL`;y99~z*g+s8C=lv)yD(Z}DB4%3( z@f#wB*F-ig=FjIJKi`=v!}ZzPvrqr{1srJn%~{X1=zu#B@_Ui6sUZUhm;IKSlK{g ziLoG(K>1>uh9bpF(v1N&kRr!AjUa4f-G;p}09~|W6e#u%pps*q5yDCkZh1Juftw2` z7Zpk71!S*)p&RmIdbk{Q$y5t;fwWy<4cM@Onhwzf-XmQ3dLxx=Z8tI%t64E>W)n%` z?C|Gb-P_ylbYIM&!+};^X!&pWFSp+w{u~i7?z>|Sd*5QeBwl4_06N9 zI^1EmtXkEZqvA88)J95OQ=>1*0Vw>OA25S+>!NoX*~)f648nNkSp>uU}6W~-iAUZ>U|JP z(ndR9o~#E(gS=Gr2c%4h(OSJu*yX}^(NMKokWVib4{qMiY>DN!AA-i9nBV)9HnS^0HT&h+smEcz8XAok+Af*s+0h4*P zhCESDVi3y?GX~h;AP$R`QFT1dXed-{hj|)cgHKq2#rqKZwYvu8-gD$fKY*%eWe*$~Is5B)bX<8~unVFGO{#nKD`{2cD=+00)P4T(xO3)E?<-o?) zOC8l!f!;RY8;O~Ga!{XQ87wk}rPPSu_+u-6~d zw)3pFIW=M{Y;TfWkwM*4+vT%^!^a2h(PXtgo%o%h0;a8q*yRPE`x*u~pFDYaakjf0 zVV+)7yauykrUgTD+*qL&9d_Tc5{TJpHRglz8wsVX5sOk;9v2m_dBZG-sDN&cA9HmZ6H)Bw(d#;sQqfdDO}Hy>JbSU}|_1PFr#j+TfD zjU}fsf-E2`1I-xrPH_&L6$Woaz4O>{ASVSV7qAHIaY>0&MurlmNh& z1=>qEWiiA}kjy`v)6j|m{Q5Be5}z?bEhmLav=UfGU^*gnTs(3qsw7dsWH=z|U+$XW`+MCl?^qkhzPQ5}2R{sY znBk}2ef|34?5jJa`l#vC>VvG3&(ra|Dux`Xe&U+9yyyz}N?H3YuWtBU%QeC4$<^DG zABUi*2dl@3eK~}jY9_pu4MtTVwu16ipop z0eR@pWwLp*$}pA9)XnC@+|DpxW_KoAc?2VR^W&5^=u7sJjC>m88f^u9&9G2T!pbpjh)~XzmjTQHMjOGslM2L^q`7d2KoK47|J!0E0$3d8i|G~ z1*5gyq3^@!t@lDfEMJDtHzv1FFYdK1)BB-a$-ppNUZaZCQXrcQ1aoIEU%c3D+?mgo zJb`SKYDDN(HTuET_ix_#;nl0?IH(lZ!r*}Ib07!a#WhTvze1+B`J{FuDwLy<<&%w* z3w|*ca}xsRaI07uV;_Z!JXZwmu3CqqGXvMeP^OJbF)h>D>~;~CY$z!d@E!s1Lbi_n zDqsVF1{{SogM=k9oJ@i3lCu`s1cST)P8bFT3>|xP?Oct9HVh%#=!_dVgU_oG2!C8RJu&q{tAwTCmY1k8s^)J|1n94?7W8^~LqY}Pi6sZ)k${2E`0 z@gDpVvNX6^=SSn{lFw@x%NfhG%vPp-aUO%?8knyUCR<@V$zoRT$5~`| z8kx2B>cfq_&xYQ*+PL%BxOn-==ihd=26e98g}6r+;>#UQ zmeVn*7>cwqtRwAye<92uN<|eARTA>tM5Q}I*C31BFakNLzD;Yl2aX&}xuc;&Zviws za3KROmqXvj$wh;wgGYpQYBgK02-w|11{vvx}j1L%n(P_cAiC~NfKV?K&A4hzSFf z?PMhZ+dT3}C|Lb*!5y^Ag&y3(b)z-Nn)McY`}LF2g*AlM6 zDCQo0dSwj9f?uI@Iy+2vQ0J4iM5q>EYw6Skm1 z#tx-GW>fZFKd2dzhWHWF>t&M0;j9q#LEvJQ?M`>Tu;Q$mYQ#<%JJp+|q(4$I#{TiE zhz16J!7#?t$Y#8@R4q4mC|@FR$lEh&y03XRI_KL$e#0~nbtPAInkp4z6(g3J_ZUMI z0<(*k>*sv3#I1jNetK{Hvy+#ddV6c@eEq|vWq&Cfk+M9<)U07X{OrN2`q|^pOXESS zRqq-+Z;1~6tLcODXU`8OQMt}ZN>{(;b2#jtWljzoYs;*woPe57O~82{BTx1Ua!x+* zM_dHV&8rFe;$;qV-~C#R~#Wki#2v*FegGBtHV~ zqn9T(GDtuZ0e2jn*btU-83Rm|zeFwpsZWF>qXEcc7;*tAga`(P3&y356Cg6I&VVaK zD2xuc=%9E(BSZRBsB(@^>?t6X-hV?@btc(wHO0-ELBF}F|O05P$#JF&LIS`GP#rN;PD!}N~Q&Jcj;6~YaPdCK1n!A@wEBGc2 zDni?ebgLWUum~|qC6Zm`!};dZS7YJyd}7kpbOlM-hEp#iS%*jGZ}8=2L0z+ojg}s; zFUMLPWpn5>D$DgsRHT-px66aiPvHp_Xd}`gYxJBYoxrJZCaZ2;>|1RI6>dk-JFPYb zB?L)hC9lToFA!+DxW(%bz6h0T31%vojWrK_Bc zm4cnr?FL9V&>ggsyV6oDIS+Z16jzQd`evUW%KWI8gcd!fmT6z1oYs_tIjbShQu1mp z`+NLVxw2k7IDFFCdpg=Vs@K=%CzIYyyT6UeL{og66i+peU!7iHKk`L!kTa^?UR{t& z8A`p_docfOZ)3e64}-JRmU8{-lKtk*tDZ<8ySXedDH_Sau~af6hU9w3$Q0_>a$~Jw zG<-XUt(r-D1KxO4s@3I61DIt*V1$rdxm+kIvJh_~!~nA@59}Fwc8m-Xsuddvax4ST zfWsk12mHoTg62seU{F9aMoD5(9K7V}MlsHk)=MA+%ntCx!%T~+CHOE-Y2?I4I1iWB zO=z~4Rt#W8U9!x{1_DhNbsEEDfKdX=3c|f1Vb%zffaM6@4*w9G-2gCP7A8Bj%Z%$l z*hk@*wgGeTWIb0|Nx19H^m4I3P>mTAnUugDoYnII4!%H^(2C9c?de{Z%w9n|w3u;xSfpDl;=4av!Ri#cjB zC^SoMwJXQB)K0W#-p_-+K;dM~Dvi#5#NiR$@P}+Ei>`PJ3L*^LgKu@FwlcVOhk0nI z7N5sxZR`ji_`^kLXEJe(wTD*kK8k&$W+<^2;Ejyn6Aea<(y4o@C`VPJlF8J!5G%cp zM3}?}lcBy*z#v1SbV*;v)&bQ^r0zJ^ z!7c>93Brq7MxjP%Sd|l3XuxG5kTfZXdZV)JH0BuDR0&%X&j6 zQz6RMDirNQxb(8$9k1xiwQB5U&cJ3b+_T(n?;`~A?lgMKYI;>$?9Qb3Z$=yK)RO1J z^}%&7YcFTB^|GLkt7gKmKK85buse|jVNX!@9KYhjC2y@X zqi^4#X7*;NEe$pU4yPN}Gr(~f@s{uK;;UO7m&r}wn4&3koNw|B5XK`3KX!yez{fx5 z^AtzctXFNGeD&>lXVcny`l#b^QoiI4?MsT`G_`CQpQCKgK6!j>r8r+OTIiR8ZVCv)5R=u^pQS5hT9nUSw6T?0s{o?bBCr2#r z6MGN#CR0WK8we3*Pp$O>OUW*x z#|HjfQ=WhMbPr!0D?(+|a*lF>YmhYL>MfrEbNTVM)$5OnDQ9YwTy}|_=0}-mf{J=W z#pg{e%QI4!91$r?TVC>~aU{M0OpRvKTu!;62Uy>* zmE8H%AvN%Rp^!2`u(b5(Tkj& zrv_QIVxs&osU~5Ll+Ra!%RxZ73BDy9?j~cZ44#f4#bDut7%Ec0G%`JCUO+MxVe$gs z#bFKNwKzzUAS@7|i_DH7nuCc>@L9xEkR#fqpc3FM+APNh2!9OEE%0{8%z(2Uwq{ZG z(qQZo7{i(ngD#YsF#aclEtHx-Y%$E@5kHi75c=S-M%);%Xv6jwTQx$`0oHq|0IKw5 zx=S0`Tq7L_BQB@bGBUT*KmW`cXtS+IfHSPgs?}?cTjp(RXX0@>0*;8&Svop@G*Z|= zJb+o=pN;9!_?aGMmt2)TCR8!mqQlpVBkIT(ta8q@(U5ZuKbERBv*t+b1p>ENrv|Ni zD%AjN(=Sz!95#u7qW40CUV@EeV3Jk2n(Chzu~lnWGgP<7EyIRC7)D|`OiGvhjMQwX zna-N*S#j1Z&Rept#MPTam5)}Fl0H4NT3>vz8P?2V{n`i8JgH^Ge7D+a*R1x?OjKH- zc5x@4&TMydB^2WFgK8wh*NRo=yv#bZrV@zCgM%Dr`nf{3CT*trWjHmM!*xJltAoC= zvC>~TTFv@$S-lnvXG-a6hAS301gmf@jq}Co#Rv|(C1DI>)qN)4H64hJY_AS`{sFTx|ex1PNsq z^8p!Yp}-`2hsfnoEDB@-Q!h#vr#4V`Fbf2DvYjBM3n&2{7wQWv5F;QuVkwN-0bLtY z2ZmceL~A&)!IzW>gVBq@kcS`wt(6!z0fV?48pwULO_BkKaTstDRZAtzdL(%tbdJRE z)sIdaHQuTZe){=lZ{y+7hXFcl+&MZnt82SETSon`va*PTVOQ88mG@w8gl%0kp}@Z= z;r7f;-@w7owx(s3qJUsUyN%@?#^38Chsd^BtpQ$a=mxxMCn{ZB^JZxXC{x|tAV{_w|AU@1Ehg>ha(TPt#!jFk)5Im8j18uNoCK$;!rVqflsIeI6=V>i&t<)x`YT z?UI|0W5Y0-Bg=6=+)nEss)(S) z5JOSdgIU?m6lsO&t;L;oc9P-QiO5#_Z6y13JCwJiw(R{k`%vLsV zi}6Psatfe&tQzEoHD$2Y*&QaF$?1M)IGC&yw*XNigCIV zPDNM*%ht253xOzDJ%BAKNZ`4H>X85Y7`6sA2>ZRN7xZ{hQj@f;7ysmNDRkQqSl0QbSU!?X_mgVCLaLRL|CH-D}GOGma=H@GSqTdl|j5-v8M52sbtJUlX39%>Hqz){c21VF71j-GE1h%FDDzPKTLvB_N_vGLg}&6NBv& zFa#XWa7sg~Md^Zd!w}Hna+gL7auQ%iLaqkmF)Sr62?>}KN$KKLM(F48J;$&Li1#<8 ziva>188wOGz<3L`4gt@Iu@jkrp;^Oph(VTuoeu0sf75d>l@WmmG62cUa7oM|ur6le zOCdY)B_-%Df>7WANusI37;$qdV-`5I(CRf+d%g`Kz+rRTncv@@KQ9({AOFemv}vt( zH;?Lj#o>POgIlE0`27mV)tno1b`ZF30_Nk%j2z0-R2o#zP%=@=@2t&+irlL}>4Pm9 zA}MAKN2M9iGSQU`xWRffz3Pv>Q^T@KY-%XjB?$_e{b404m{p80DLE?lq~xe%^mJq& zBRw$QDHzWDa=jW^3?%YZw{L}`LyidCdO$e`zmd^WE7xOPT$RB}CnsSB-qX>k~1kXiA}0Yl8q|3?KWZH=h<{O;uFPNrjr1&$Ci;+AB0G7$acp zSy){!%Pn?0RCT3N)#*Y#x7!W5uqRL?XUcze6pUwRuS4V9{f`efOfkjl8L=OMl2L<= zE#ClQm@C3r5A&e-k*_=F`A1J{?WnRjHKa(?I=py%l(_|XT#Y(iQVOyGN8Ny>*EzF70A zRqSW4L1RF7^Oby6WMo;1P{~Rpt{K;T6c+|BGZV&6f=>!4Rb)#bi3*HeCBYz+io+*{ z9+;0YG8!oS7qLIKP zK$0ei-V%a%G+(q=5@U{O0Vee%{sdcy0GC+L27_v1V04>`ZtW9UI0;4F88#(i=ATCpOWu-naPO?i^RYUi=JYHJ!i7VznSlc~u!Z(Oj?H zuC6T^jZ7-5lv+LblH}Jmr__6Y`u+DRKd3{NE*L#F43C2J+P>C?4WDkBd>!L(K2?w`97t`{GeOsAQ69t!9K(m>H+mPDu;bD4NJ34ehA&vm|YtaSxdfbYUxV0uOLT7Gvd@V=5Mb`%tE?C3tHgB|w+Fz4^HhV^pvQSwuH`*ePLdtx-2hS3~chZ8o} z6kAm@UoX}68jLynlV6`N@Z;nPfJ7w}4I!5|HQmR)xK=3}R-jMqNrjqdWked|`hKi- zpxjw@hSDO~>&n)}=|G{Ah<1pq<-WY|-_TP+POCAJtU(m7v5L7b7W1$PXcTqU6AN^1 zSHd1=K+0v~bBoDL<}V6`leLP>_?6LCRBz-xf!X!f2A3@KvQogAZTXj7vFbtqWCNL! zP>;Rk6S(Zt{>`~&9K5OXrWD7aiJO}u6^`d zp8`Q65mT`Si3jvSlUoTVhq$0Pzb1TU^ z`?cZbo!RkvBCyt7ju!?ctoSUhGVR4;Z6@g(jg1)N4CT^ZtiU-giQM;=YE@G%m_!t^ zh-ar2xivPZ&4mk3rYQ9{bxwrauQzWUu2T9Z+Rnx8`}b#NrP3a5=J~c(iW-S#wV_w@ z)q}!D$p6`VVKJXw0tW7gdEUx*R!MM%-9}X`)Dh-+RyB-mn^9o zkRl1{Ms;;|JU|YQB!;Rv?e%f-CT0=7Al4E|wUE?RJ~LXATJQqAcc;;Jtb}e=kJ^+I zR4Y|;mW-kKboOG+dbE|13nJ4iQ$k*HdHJh9F%-I6Ey^B8(NL6pr@m4(&7@QrmRYFi z&=zBK4iQDkn8d<9J%YEpM}=~4vj=euR0d2%<=w8;=R27u<6(T^Vm+hPb1)4_Xk5aD zFx+H1;p2qEZ7C|r36RH_L@ElU1fnjGE`ikpN)CcFGW{|l)@nrIj*}RIstBIIgLV#D z4QaUm5m3i?M-tit+zUlYWDvL@V=YWrVwZPO_Lrt(m#rE=0|{RBvw;MKQ5Qoim_?Xh zFArh_#07l}Lj#}%(9JPbz+#L{3trUwW$9v&0P_(7pOW4dHC*Hjp;(}copF_}n*H^U z5ANK4cK>v&G&ii`+UcEbdwy4&Z9JMaR_F6+^n;)$;0}3mlHdY$82|ow7zx3Al;I^t zvB#slQ{C;sz$I@cEBTdVbum{q>v}B1o5j4Y_|q_9l5%u?_2T$&Teb5%tylR>rF;DJ zX$^MX;jFl0C4#|XrPf;0K1dF|arf3}z(p1_>+A~Re?&@9l$H>n-BlXgGqX+wJvkO* zhXysvp)+O;&zf|-&#tGXMb4}#tGCV7=hGK^Tb)vQSl41b2+Wfrc*Tq|L%)Hdl-nxp5B4s#0DPh^A)Obe2~{p z9`tJyf20h9uE40D0SteA@bRt`DdrMvFj6}hmRpal?&kgm8|@UzOr9M2_9tL;;ab6%g3F7kz zVFL#AaOCCF&7d@j^ zy3>1jyQz1qTh^rInQkWYU_MvEGtQwu9eY+qQp|{ zl?Pv*hdD_qn8}>sq*J*{MrK?Ux!YvbhbN=m$;M$J*;wCo!bU@i-w4Ng9jjWNuJWNY z4X_%C&v}jw*L*kmJG)Y<3YVX_Q`ku+yzOeUP*g!JW}-?KoyxD^44>r;6dU?xEM72} zK(*0^rg_YTX+0G3c$^+PKfOQ67~tW168(H3+u&FMzSlesN$x~FvK)-sAIk|@f<-h2 z1VYJYp7eDA7t5-dUvP94dL?D4MmMQ@_bdxv&E=U%MA|r0qefcAGUYQ||+*jC2u3Lu4 zPSfcOT^MwUQ*c|2NOUXJj3IPCT)@x?qG`o$2s zv=7nUMc~ztd)SqFEK=%bc{?Ip`tU3T%$;V}dh#{d443A!bv+1OaOy7CzyA=?=Lk{F9L-c@ePsBYSP#*T1Y4c2mul5Yxwu!z zRzsWlj44~$437r-)X1)lUk}N0%N%8J}cS2>E6f6$f$>oh7KUd=l z6*+n|suvOZQjFFftnvYEHuX6|*&?+pU}m{*HZlnh;wU*EA7?~dEED_5gy$EP3~h*B zCgMpABhExD8wm3ezf2ajK21BOJXT!`?XNc7yyiB(`(oMh@(Iz;1-6ZHrO`5sirMff>ZG1p_acvQ zrJJnn8GbRe!b1K8A5lq-e$n7Vyeg`ThklMqn# zZ^l{gV#2rLih6=^KJ0Uap(=xOgc4Fhn&x*V99k?W3qfp5;g|^2DxO-M0p0^uh0RyW znKB>ZR6zzq3@0Rir5=oTj=L~bPhkCkfk8pTB|nKv&r(p&(P5)88QMxImXLsp11gXq zh#>^V!Dt?WR1m5wk$zB8(mmv+yU2`YLd586_!uTC@-|Q6mAk)e>^2VfkgI;Wx z1izqgrBOL%&5HqReMnaVX*P7ruRb*MJuXu8vwPRVlu#Ic`=g~?EMWKYOsHaI@>FL6 zL}}Po#8`h|7`hlqww1)_RK`v!mI6!s{obKSKbpcGwrp&lJUQMNogbc^cKK>e%}WAo z(?)u&)hs@#2n+R7(UIZ2=EaC!b-{Bsn2l~2l|rjnsh0ZHxKORMv_8ER70d`mb#vD%Seae6P zgmp(vCBP?ggYl5+LOc~ntUJO^`1#+$bJiNy^W$MT*hlVm$X#7c`=BpTrEsty`M7d4 z72xdx4oFlat;jNfR%8KFN*#!b9ky=}8sJwV81Z1Xj2_(G7B{ItAdzk6N>wE+GcdV9 zcMtfyN++62-|dGO21zI|A0*TT;0pq$f}b0gi8_Mt7sxLG-IbBC#)a!6<^#fI1kQj1 z875eOyI7MUHV`XcGTcJ7Mhr{Aj3k{G_!!Fb@;C0HxFG|^+d{-_3}(9Mu&^5gK!#LR z#0kbwnmCmK*#)N^0m{&)VLkxfOMtPol%GfSacG?!fBf)Po7aOm?El3ri2Q)Y8s zLoAo`#YC|X(hu9JT1gkTltl3ceEE&p7#Y3I`ugeV-8;S0&8KIk*C@gL8YzyAe%UBA zDz&xAhmhEKa$1;$+?|FyJ?GCMVyIU%uqn=3O{v+R)U)MGGh@ibjrikh(+ii659X|P ztHdSLTT6+&7R?3%nHwA5J&*Vc8uE$r`RmyqpQ%z}IQsfC!%Gh{?sy7C;`XLC9g* zjEZn!)=*25Sfdezc%81Xt_UUC`DGgGE-@UW0D-!qoqI>cw(4C8Dvd%$M@k}$NCm8t zA^{jv6+(^Xy+m9E)<)bMLDt0$6&&XmD@7nO})z@Et=jq&rBKrPh3ATi)vhLah_Ue=G( zo*xulGAodvN}}<>2!RzEb`_Y9F6RY6WTdvSy8ym`qgrL*`|lT|ezD>+iv0%04@%vf zo!ma&n8lwRJv+O9u(NEL^XbkfCl*-s^P@k$7Ft$!9<2F33Q*uvM&-1KsPKc)r{B~U zKK=2<#li4!e((I#86e+EE^)4^t+UbK_UFjnppi-}tOe-+YK9#aYwphx`nI5+h-u}gcClgDp zm6|oN!ucFRSxOrMc8bG4K3SeNM0GL_9!ZpX27*AC zlayL5z1wM9@_X+s+;pp15kFvO96@rFH{x}BV?gzzxqA=sC8Nt;s;BGaN(==FO9eg= z&gTMhHJ2{UtYuEYR!6)-+j^FKbqY>oe5GQlZuI5f4kN# z^^J0S*71QfDhhD%J$rTN0AAt<3JSk()vHFcRxQK&;_j(2|7Cz4>`_@OKlaF*dE*G1Fa!ZGbc90K={_J>Oa)wh` zE}5J9+;&j1V2Et#eqc*(^cbb2X}sfgn{}C)>W($dis=Y=!9n7M9aVM`MJ1I+CZU!$ zdWJc`G@eOX=|d|ok*L@p>nWT#Zv080jci3=Tdbg2283 z7y>Gl3W047jSoh0VvUFBDIDVv_=liBNG!v_1>$(_t9$}^RE%wweO$e8V-zZG>@QDm z@6BGGpKs8(dd3qUJ^7KMTX!Bl=!^Z`*;+uGqM=+@5r~j(bh&BUp*a&r={-RQn(orW~KFF z{Dx}fg5DKvvt;C18F~#i-ERfxd}m*(KcD8i(~5O=|7>gb(bnwCE+ePm^p`S{g;khH z78<>wDN|t&%v1xt9qC}}YPbt_L={k86HT|N_o|g$tz6Q2scvK%?bou6wc{h&&O-`k zt(m;%gx)PRo432-662nHacriL3`1*;2DLFC`&EfePfvF1dO>mrlzC_+VQ2Sea+Fmg z;bo!6hwX_Nc5ca0IqHVbDsjvO^$cA@7HUxEUEE)UP*-|B_o4}zzPuN z8og9J8cei0&8Odt*h$CQr3 zl%i;K%Imk&0YodXG8`cjhzeHlH>l>K0Gmfl7YO!2<~0M>Jh;8Y<($wMVP%3+CAb3o z9Ei3Og8(L82rj`f4+-Hgi+KTC3zRfYX_xF?EU`mmixDAP3&@Gdlt7>{?Ab`CMbE{0 zfQWlgz6t2n3EP~M?&UO0papnAaR)waqUPr>KCKjY4iD}>xH;pQmsG*G-zZ2t;^dC z;*hYgj*YqjW5O{;Z)K|zreuL}$3n7*Cbud<=3cSrl~6SW=eSm$a>8dSosHB7@<&=e zg)F2dqz$5;i#rntBW?s{navlbIOBtc6;2Yb&FkfTwVoJOltmS@ z)-Ff6X70!5UF+Ky#c*=r>9dm!U<&CJ%fK-5{uw0E4tH&}T{4qF9)ge9QgDgC&mt+c zwd}uM=(lm$0@cMIUNb5zPG7vo#gq-oXx`lybg9+9-EC`as4g>!oKfQCjGD_xkT`JQ z_%|&2s{Q5NVE`Y9vJygeU}OYf2!$6=x)kQ#!mG`X&ASiJUL2gBOwRAmPG5aK z8$Enl9q;X!?cQ{{S3UUUuYUHEpZwxq{qk3@kETEUlb`?Tw~bco?5m%B-a$M=A(!2_ zcru;+_}9Pw?C_`G{qj$L`Rnh=?Mvg~z1P}T7hiqzx>DMGY*}|tzxsTqe)#j(&Cjhz zUz}K$wK1DdH#U!6?6$0V?~Cg6(`V)0*7TbPdtZLKzWLRwjq^v{)!Q$=JGlG&%h^CV zy12N%_VE76?alea%Iv}2@6KB)zg#qU9+_|e_|QypYN;HR&)CB*{eT3 z|M_R9_kWCk_4(P)fA#BM{RxaJ|Mb`Y>hR%g`*eMFF+KnK{MF0PUc7#N@?v`SC3aPzWC9z=U+XapUq#+KY97|_55eWUwwb}$NSUy z?$N#b)3ww$-~amapMU@B{(Su9kAC&bjh*e2>Cwi=kGnnV^oh0EZ?5k={^FuGn*99P z-q0F$PQE!V4M+DIee?MjpIBXE(l<*RPhM=Kd(G{URo~p-&z-0K?3S-Q2gf#-D5+oZs2mnx5Pn?d*IyZ*{EV`u%$sR%OGiHjx(AfXB`0Pk(xVNy40z zYu4`iYWM7?Ke>4Nv}ra^9-rJjzXu{pr_=3^`y2Phx1n`8{q|>H&evBrHa5rWlgY+t zbseu*8|$lUkq9C{wLkuz=VlxztZ z?P0sy={39Nu+{1ejX|%Ex0v{=-5!{o7CKe4-8S2eZqsa;pp+mQsnKX)Dl^Irh(Rm( zQ$wI$wO*{@)~w=19hZxeQ7+eUD_5!oayXk7YL)7i?E~AN*%oYX*nWF^0?(x6;+xve3Z@c!} z_j&yFyS5u|ynXq#{^~dH+J5J^_y0QX|CK-YvGzZA|7!X@8~!P_-^KgKiuN`G$=Ry85$EP2knamC7BBhQ}q$lJ@ze Date: Mon, 13 May 2024 16:59:36 -0400 Subject: [PATCH 2/3] additional docs, use pathlib for writing script. --- README.md | 18 ++++--- docs/source/index.rst | 84 +++++++++++++----------------- docs/source/usage/installation.rst | 44 ++++++++-------- python/mosaic/api/fuse.py | 6 +-- 4 files changed, 72 insertions(+), 80 deletions(-) diff --git a/README.md b/README.md index 84d937e6c..9b6deb3bf 100644 --- a/README.md +++ b/README.md @@ -32,7 +32,8 @@ The supported languages are Scala, Python, R, and SQL. ## How does it work? -The Mosaic library is written in Scala (JVM) to guarantee maximum performance with Spark and when possible, it uses code generation to give an extra performance boost. +The Mosaic library is written in Scala (JVM) to guarantee maximum performance with Spark and when possible, +it uses code generation to give an extra performance boost. __The other supported languages (Python, R and SQL) are thin wrappers around the Scala (JVM) code.__ @@ -44,9 +45,9 @@ Image1: Mosaic logical design. :warning: **geopandas 0.14.4 not supported** For Mosaic <= 0.4.1 `%pip install databricks-mosaic` will no longer install "as-is" in DBRs due to the fact that Mosaic -has thus far left geopandas unpinned. As of geopandas 0.14.4, numpy dependency is changed which conflicts -with the limits of scikit-learn in DBRs. The workaround is `%pip install geopandas==0.14.3 databricks-mosaic`. -Mosaic 0.4.2 release will pin the geopandas version. +left geopandas unpinned in those versions. With geopandas 0.14.4, numpy dependency conflicts with the limits of +scikit-learn in DBRs. The workaround is `%pip install geopandas==0.14.3 databricks-mosaic`. +Mosaic 0.4.2+ limits the geopandas version. ### Mosaic 0.4.x Series [Latest] @@ -62,10 +63,13 @@ We recommend using Databricks Runtime versions 13.3 LTS with Photon enabled. __Language Bindings__ -As of Mosaic 0.4.0 (subject to change in follow-on releases)... +As of Mosaic 0.4.0 / DBR 13.3 LTS (subject to change in follow-on releases)... -* [Assigned Clusters](https://docs.databricks.com/en/compute/configure.html#access-modes): Mosaic Python, SQL, R, and Scala APIs. -* [Shared Access Clusters](https://docs.databricks.com/en/compute/configure.html#access-modes): Mosaic Scala API (JVM) with Admin [allowlisting](https://docs.databricks.com/en/data-governance/unity-catalog/manage-privileges/allowlist.html); _Python bindings to Mosaic Scala APIs are blocked by Py4J Security on Shared Access Clusters._ +* [Assigned Clusters](https://docs.databricks.com/en/compute/configure.html#access-modes) + * Mosaic Python, SQL, R, and Scala APIs. +* [Shared Access Clusters](https://docs.databricks.com/en/compute/configure.html#access-modes) + * Mosaic Scala API (JVM) with Admin [allowlisting](https://docs.databricks.com/en/data-governance/unity-catalog/manage-privileges/allowlist.html). + * Mosaic Python bindings (to Mosaic Scala APIs) are blocked by Py4J Security on Shared Access Clusters. * Mosaic SQL expressions cannot yet be registered with [Unity Catalog](https://www.databricks.com/product/unity-catalog) due to API changes affecting DBRs >= 13, more [here](https://docs.databricks.com/en/udf/index.html). __Additional Notes:__ diff --git a/docs/source/index.rst b/docs/source/index.rst index 8859a1688..76bda6fb6 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -29,76 +29,64 @@ :target: https://github.com/databrickslabs/mosaic/actions/workflows/docs.yml :alt: Mosaic sphinx docs - .. image:: https://img.shields.io/lgtm/grade/python/g/databrickslabs/mosaic.svg?logo=lgtm&logoWidth=18 - :target: https://lgtm.com/projects/g/databrickslabs/mosaic/context:python - :alt: Language grade: Python - .. image:: https://img.shields.io/badge/code%20style-black-000000.svg :target: https://github.com/psf/black :alt: Code style: black - - -Mosaic is an extension to the `Apache Spark `_ framework that allows easy and fast processing of very large geospatial datasets. - -We currently recommend using Databricks Runtime with Photon enabled; -this will leverage the Databricks H3 expressions when using H3 grid system. - -Mosaic provides: - -* easy conversion between common spatial data encodings (WKT, WKB and GeoJSON); -* constructors to easily generate new geometries from Spark native data types; -* many of the OGC SQL standard :code:`ST_` functions implemented as Spark Expressions for transforming, aggregating and joining spatial datasets; -* high performance through implementation of Spark code generation within the core Mosaic functions; -* optimisations for performing point-in-polygon joins using an approach we co-developed with Ordnance Survey (`blog post `_); and -* the choice of a Scala, SQL and Python API. - -.. warning:: - For Mosaic <= 0.4.1 **%pip install databricks-mosaic** will no longer install "as-is" in DBRs due to the fact that Mosaic - has thus far left geopandas unpinned. As of geopandas 0.14.4, numpy dependency is changed which conflicts - with the limits of scikit-learn in DBRs. The workaround is **%pip install geopandas==0.14.3 databricks-mosaic**. - Mosaic 0.4.2 release will pin the geopandas version. +| Mosaic is an extension to the `Apache Spark `_ framework for fast + easy processing + of very large geospatial datasets. It provides: +| +| [1] The choice of a Scala, SQL and Python language bindings (written in Scala). +| [2] Raster and Vector APIs. +| [3] Easy conversion between common spatial data encodings (WKT, WKB and GeoJSON). +| [4] Constructors to easily generate new geometries from Spark native data types. +| [5] Many of the OGC SQL standard :code:`ST_` functions implemented as Spark Expressions for transforming, +| aggregating and joining spatial datasets. +| [6] High performance through implementation of Spark code generation within the core Mosaic functions. +| [7] Performing point-in-polygon joins using an approach we co-developed with Ordnance Survey + (`blog post `_). .. note:: - For Mosaic versions < 0.4 please use the `0.3 docs `_. + We recommend using Databricks Runtime with Photon enabled to leverage the Databricks H3 expressions. Version 0.4.x Series ==================== -We recommend using Databricks Runtime versions 13.3 LTS with Photon enabled. +.. warning:: + For Mosaic <= 0.4.1 :code:`%pip install databricks-mosaic` will no longer install "as-is" in DBRs due to the fact that Mosaic + left geopandas unpinned in those versions. With geopandas 0.14.4, numpy dependency conflicts with the limits of + scikit-learn in DBRs. The workaround is :code:`%pip install geopandas==0.14.3 databricks-mosaic`. + Mosaic 0.4.2+ limits the geopandas version. Mosaic 0.4.x series only supports DBR 13.x DBRs. If running on a different DBR it will throw an exception: - DEPRECATION ERROR: Mosaic v0.4.x series only supports Databricks Runtime 13. - You can specify `%pip install 'databricks-mosaic<0.4,>=0.3'` for DBR < 13. + DEPRECATION ERROR: Mosaic v0.4.x series only supports Databricks Runtime 13. + You can specify :code:`%pip install 'databricks-mosaic<0.4,>=0.3'` for DBR < 13. Mosaic 0.4.x series issues an ERROR on standard, non-Photon clusters `ADB `_ | `AWS `_ | `GCP `_: - DEPRECATION ERROR: Please use a Databricks Photon-enabled Runtime for performance benefits or Runtime ML for - spatial AI benefits; Mosaic 0.4.x series restricts executing this cluster. + DEPRECATION ERROR: Please use a Databricks Photon-enabled Runtime for performance benefits or Runtime ML for + spatial AI benefits; Mosaic 0.4.x series restricts executing this cluster. -As of Mosaic 0.4.0 (subject to change in follow-on releases) +As of Mosaic 0.4.0 / DBR 13.3 LTS (subject to change in follow-on releases): -* `Assigned Clusters `_: Mosaic Python, SQL, R, and Scala APIs. -* `Shared Access Clusters `_: Mosaic Scala API (JVM) with - Admin `allowlisting `_; - Python bindings to Mosaic Scala APIs are blocked by Py4J Security on Shared Access Clusters. - -.. warning:: - Mosaic 0.4.x SQL bindings for DBR 13 can register with Assigned clusters (as Spark Expressions), but not Shared Access due - to `Unity Catalog `_ API changes, more `here `_. +* `Assigned Clusters `_ + * Mosaic Python, SQL, R, and Scala APIs. +* `Shared Access Clusters `_ + * Mosaic Scala API (JVM) with Admin `allowlisting `_. + * Mosaic Python bindings (to Mosaic Scala APIs) are blocked by Py4J Security on Shared Access Clusters. + * Mosaic SQL expressions cannot yet be registered due to `Unity Catalog `_. + API changes, more `here `_. .. note:: - As of Mosaic 0.4.0 (subject to change in follow-on releases) - * `Unity Catalog `_ enforces process isolation which is difficult to accomplish with custom JVM libraries; as such only built-in (aka platform provided) JVM APIs can be invoked from other supported languages in Shared Access Clusters. - * Along the same principle of isolation, clusters (both Assigned and Shared Access) can read - `Volumes `_ via relevant built-in readers and - writers or via custom python calls which do not involve any custom JVM code. + * Clusters (both Assigned and Shared Access) can read `Volumes `_ + via relevant built-in readers and writers or via custom python calls which do not involve any custom JVM code. + Version 0.3.x Series ==================== @@ -106,9 +94,6 @@ Version 0.3.x Series We recommend using Databricks Runtime versions 12.2 LTS with Photon enabled. For Mosaic versions < 0.4.0 please use the `0.3.x docs `_. -.. warning:: - Mosaic 0.3.x series does not support DBR 13.x DBRs. - As of the 0.3.11 release, Mosaic issues the following WARNING when initialized on a cluster that is neither Photon Runtime nor Databricks Runtime ML `ADB `_ | `AWS `_ | @@ -122,6 +107,9 @@ making this change is that we are streamlining Mosaic internals to be more align powered by Photon. Along this direction of change, Mosaic has standardized to JTS as its default and supported Vector Geometry Provider. +.. note:: + For Mosaic versions < 0.4 please use the `0.3 docs `_. + Documentation ============= diff --git a/docs/source/usage/installation.rst b/docs/source/usage/installation.rst index 1dbf81fb2..af29f0337 100644 --- a/docs/source/usage/installation.rst +++ b/docs/source/usage/installation.rst @@ -6,39 +6,39 @@ Supported platforms ################### .. warning:: - For Mosaic <= 0.4.1 **%pip install databricks-mosaic** will no longer install "as-is" in DBRs due to the fact that Mosaic - has thus far left geopandas unpinned. As of geopandas 0.14.4, numpy dependency is changed which conflicts - with the limits of scikit-learn in DBRs. The workaround is **%pip install geopandas==0.14.3 databricks-mosaic**. - Mosaic 0.4.2 release will pin the geopandas version. + For Mosaic <= 0.4.1 :code:`%pip install databricks-mosaic` will no longer install "as-is" in DBRs due to the fact that Mosaic + left geopandas unpinned in those versions. With geopandas 0.14.4, numpy dependency conflicts with the limits of + scikit-learn in DBRs. The workaround is :code:`%pip install geopandas==0.14.3 databricks-mosaic`. + Mosaic 0.4.2+ limits the geopandas version. Mosaic 0.4.x series only supports DBR 13.x DBRs. If running on a different DBR it will throw an exception: - DEPRECATION ERROR: Mosaic v0.4.x series only supports Databricks Runtime 13. - You can specify `%pip install 'databricks-mosaic<0.4,>=0.3'` for DBR < 13. + DEPRECATION ERROR: Mosaic v0.4.x series only supports Databricks Runtime 13. + You can specify :code:`%pip install 'databricks-mosaic<0.4,>=0.3'` for DBR < 13. Mosaic 0.4.x series issues an ERROR on standard, non-Photon clusters `ADB `_ | `AWS `_ | `GCP `_: - DEPRECATION ERROR: Please use a Databricks Photon-enabled Runtime for performance benefits or Runtime ML for - spatial AI benefits; Mosaic 0.4.x series restricts executing this cluster. + DEPRECATION ERROR: Please use a Databricks Photon-enabled Runtime for performance benefits or Runtime ML for + spatial AI benefits; Mosaic 0.4.x series restricts executing this cluster. -As of Mosaic 0.4.0 (subject to change in follow-on releases) +As of Mosaic 0.4.0 / DBR 13.3 LTS (subject to change in follow-on releases): -* `Assigned Clusters `_: Mosaic Python, SQL, R, and Scala APIs. -* `Shared Access Clusters `_: Mosaic Scala API (JVM) with - Admin `allowlisting `_; - Python bindings to Mosaic Scala APIs are blocked by Py4J Security on Shared Access Clusters. +* `Assigned Clusters `_ + * Mosaic Python, SQL, R, and Scala APIs. +* `Shared Access Clusters `_ + * Mosaic Scala API (JVM) with Admin `allowlisting `_. + * Mosaic Python bindings (to Mosaic Scala APIs) are blocked by Py4J Security on Shared Access Clusters. + * Mosaic SQL expressions cannot yet be registered due to `Unity Catalog `_. + API changes, more `here `_. .. note:: - As of Mosaic 0.4.0 (subject to change in follow-on releases) - * `Unity Catalog `_ enforces process isolation which is difficult to accomplish with custom JVM libraries; as such only built-in (aka platform provided) JVM APIs can be invoked from other supported languages in Shared Access Clusters. - * Along the same principle of isolation, clusters (both assigned and shared access) can read - `Volumes `_ via relevant built-in readers and - writers or via custom python calls which do not involve any custom JVM code. + * Clusters (both Assigned and Shared Access) can read `Volumes `_ + via relevant built-in readers and writers or via custom python calls which do not involve any custom JVM code. If you have cluster creation permissions in your Databricks workspace, you can create a cluster using the instructions @@ -116,9 +116,11 @@ The mechanism for enabling the Mosaic functions varies by language: enableMosaic() .. note:: - We recommend use of **import mosaic as mos** to namespace the python api and avoid any conflicts with other similar - functions. By default, the python import will handle installing the JAR and registering Spark Expressions which are - suitable for Assigned (vs Shared Access) clusters. + * We recommend use of :code:`import mosaic as mos` to namespace the python api and avoid any conflicts with other similar + functions. By default, the python import will handle installing the JAR and registering Spark Expressions which are + suitable for Assigned (vs Shared Access) clusters. + * It is possible to initialize python bindings without providing :code:`dbutils`; if you do this, :code:`%%mosaic_kepler` + won't be able to render maps in notebooks. Unless you are specially adding the JAR to your cluster (outside :code:`%pip` or the WHL file), please always initialize with Python first, then you can initialize Scala (after the JAR has been auto-attached by python); otherwise, you don't diff --git a/python/mosaic/api/fuse.py b/python/mosaic/api/fuse.py index e4b09dd73..607e311db 100644 --- a/python/mosaic/api/fuse.py +++ b/python/mosaic/api/fuse.py @@ -27,8 +27,6 @@ def configure(self, test_mode: bool = False) -> bool: # volumes must be pre-generated in unity catalog os.makedirs(self.to_fuse_dir, exist_ok=True) - script_out_path = f"{self.to_fuse_dir}/{self.script_out_name}" - # - start with the un-configured script (from repo) # this is using a different (repo) folder in 0.4.2+ (to allow prior versions to work) GITHUB_CONTENT_TAG_URL = "https://raw.githubusercontent.com/databrickslabs/mosaic/main" @@ -64,8 +62,8 @@ def configure(self, test_mode: bool = False) -> bool: ) # - write the configured init script - with open(script_out_path, "w") as file: - file.write(script) + script_out_path = Path(self.to_fuse_dir) / self.script_out_name + script_out_path.write_text(script, encoding='utf-8') # --- end of script config --- From 49a73662b537ea8ff36ba7b183342b41482285f8 Mon Sep 17 00:00:00 2001 From: Michael Johns Date: Tue, 14 May 2024 10:37:35 -0400 Subject: [PATCH 3/3] clarify custom JVM vs built-in language in docs. --- README.md | 4 ++-- docs/source/index.rst | 6 ++++-- docs/source/usage/installation.rst | 6 ++++-- 3 files changed, 10 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 9b6deb3bf..70827dc9a 100644 --- a/README.md +++ b/README.md @@ -74,10 +74,10 @@ As of Mosaic 0.4.0 / DBR 13.3 LTS (subject to change in follow-on releases)... __Additional Notes:__ -As of Mosaic 0.4.0 (subject to change in follow-on releases)... +Mosaic is a custom JVM library that extends spark, which has the following implications in DBR 13.3 LTS: 1. [Unity Catalog](https://www.databricks.com/product/unity-catalog): Enforces process isolation which is difficult to accomplish with custom JVM libraries; as such only built-in (aka platform provided) JVM APIs can be invoked from other supported languages in Shared Access Clusters. -2. [Volumes](https://docs.databricks.com/en/connect/unity-catalog/volumes.html): Along the same principle of isolation, clusters (both assigned and shared access) can read Volumes via relevant built-in readers and writers or via custom python calls which do not involve any custom JVM code. +2. [Volumes](https://docs.databricks.com/en/connect/unity-catalog/volumes.html): Along the same principle of isolation, clusters can read Volumes via relevant built-in (aka platform provided) readers and writers or via custom python calls which do not involve any custom JVM code. ### Mosaic 0.3.x Series diff --git a/docs/source/index.rst b/docs/source/index.rst index 76bda6fb6..d9b62490b 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -81,11 +81,13 @@ As of Mosaic 0.4.0 / DBR 13.3 LTS (subject to change in follow-on releases): API changes, more `here `_. .. note:: + Mosaic is a custom JVM library that extends spark, which has the following implications in DBR 13.3 LTS: + * `Unity Catalog `_ enforces process isolation which is difficult to accomplish with custom JVM libraries; as such only built-in (aka platform provided) JVM APIs can be invoked from other supported languages in Shared Access Clusters. - * Clusters (both Assigned and Shared Access) can read `Volumes `_ - via relevant built-in readers and writers or via custom python calls which do not involve any custom JVM code. + * Clusters can read `Volumes `_ via relevant + built-in (aka platform provided) readers and writers or via custom python calls which do not involve any custom JVM code. Version 0.3.x Series diff --git a/docs/source/usage/installation.rst b/docs/source/usage/installation.rst index af29f0337..cdeeba4d0 100644 --- a/docs/source/usage/installation.rst +++ b/docs/source/usage/installation.rst @@ -34,11 +34,13 @@ As of Mosaic 0.4.0 / DBR 13.3 LTS (subject to change in follow-on releases): API changes, more `here `_. .. note:: + Mosaic is a custom JVM library that extends spark, which has the following implications in DBR 13.3 LTS: + * `Unity Catalog `_ enforces process isolation which is difficult to accomplish with custom JVM libraries; as such only built-in (aka platform provided) JVM APIs can be invoked from other supported languages in Shared Access Clusters. - * Clusters (both Assigned and Shared Access) can read `Volumes `_ - via relevant built-in readers and writers or via custom python calls which do not involve any custom JVM code. + * Clusters can read `Volumes `_ via relevant + built-in (aka platform provided) readers and writers or via custom python calls which do not involve any custom JVM code. If you have cluster creation permissions in your Databricks workspace, you can create a cluster using the instructions