From 92b154a9c632d03a1646d00005fda3661159929c Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 16 Oct 2023 23:48:20 -0700 Subject: [PATCH 01/75] add agentops req --- setup.py | 1 + 1 file changed, 1 insertion(+) diff --git a/setup.py b/setup.py index a42432eb033..2b02988d36d 100644 --- a/setup.py +++ b/setup.py @@ -19,6 +19,7 @@ "termcolor", "flaml", "python-dotenv", + "agentops" ] From 74e601bf0a7810c497056b02245a22abb6e793ef Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Wed, 24 Apr 2024 17:51:05 -0700 Subject: [PATCH 02/75] track conversable agents with agentops --- autogen/agentchat/conversable_agent.py | 3 +++ samples/simple_chat_agent_ops.py | 24 ++++++++++++++++++++++++ 2 files changed, 27 insertions(+) create mode 100644 samples/simple_chat_agent_ops.py diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index b3c51837a0e..c47cb0af424 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -36,6 +36,7 @@ from .agent import Agent, LLMAgent from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary +from agentops import track_agent __all__ = ("ConversableAgent",) @@ -44,6 +45,7 @@ F = TypeVar("F", bound=Callable[..., Any]) +@track_agent() class ConversableAgent(LLMAgent): """(In preview) A class for generic conversable agents which can be configured as assistant or user proxy. @@ -134,6 +136,7 @@ def __init__( ) self._name = name + self.agent_ops_agent_name = name # a dictionary of conversations, default value is list if chat_messages is None: self._oai_messages = defaultdict(list) diff --git a/samples/simple_chat_agent_ops.py b/samples/simple_chat_agent_ops.py new file mode 100644 index 00000000000..7a73ac65509 --- /dev/null +++ b/samples/simple_chat_agent_ops.py @@ -0,0 +1,24 @@ +from autogen import ConversableAgent, UserProxyAgent, config_list_from_json +import agentops + +agentops.init(api_key='6b7a1469-bdcb-4d47-85ba-c4824bc8486e', endpoint='http://localhost:8000', tags=['autogen']) + +def main(): + # Load LLM inference endpoints from an env variable or a file + # See https://microsoft.github.io/autogen/docs/FAQ#set-your-api-endpoints + # and OAI_CONFIG_LIST_sample. + # For example, if you have created a OAI_CONFIG_LIST file in the current working directory, that file will be used. + config_list = config_list_from_json(env_or_file="OAI_CONFIG_LIST") + + # Create the agent that uses the LLM. + assistant = ConversableAgent("agent", llm_config={"config_list": config_list}) + + # Create the agent that represents the user in the conversation. + user_proxy = UserProxyAgent("user", code_execution_config=False) + + # Let the assistant start the conversation. It will end when the user types exit. + assistant.initiate_chat(user_proxy, message="How can I help you today?") + + +if __name__ == "__main__": + main() From 0a0dd90885c5ef187623c61e3cfada62c8b3cbbc Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 25 Apr 2024 13:08:19 -0700 Subject: [PATCH 03/75] track tool usage --- autogen/agentchat/agent.py | 4 +++- autogen/agentchat/conversable_agent.py | 32 +++++++++++++++++++------- 2 files changed, 27 insertions(+), 9 deletions(-) diff --git a/autogen/agentchat/agent.py b/autogen/agentchat/agent.py index 410635bce6e..32ad4be48dc 100644 --- a/autogen/agentchat/agent.py +++ b/autogen/agentchat/agent.py @@ -1,5 +1,5 @@ from typing import Any, Dict, List, Optional, Protocol, Union, runtime_checkable - +from agentops import record_function @runtime_checkable class Agent(Protocol): @@ -20,6 +20,7 @@ def description(self) -> str: a group chat setting.""" ... + @record_function("send_to_agent") def send( self, message: Union[Dict[str, Any], str], @@ -52,6 +53,7 @@ async def a_send( """ ... + @record_function("receive_from_agent") def receive( self, message: Union[Dict[str, Any], str], diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 4f573808525..04fd34d924d 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -10,6 +10,7 @@ from functools import partial from typing import Any, Callable, Dict, List, Literal, Optional, Tuple, Type, TypeVar, Union +import agentops from openai import BadRequestError from autogen.exception_utils import InvalidCarryOverType, SenderRequired @@ -36,7 +37,7 @@ from .agent import Agent, LLMAgent from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary -from agentops import track_agent +from agentops import track_agent, ToolEvent, ErrorEvent, record __all__ = ("ConversableAgent",) @@ -2478,7 +2479,7 @@ def function_map(self) -> Dict[str, Callable]: """Return the function map.""" return self._function_map - def _wrap_function(self, func: F) -> F: + def _wrap_function(self, func: F, name: str) -> F: """Wrap the function to dump the return value to json. Handles both sync and async functions. @@ -2493,15 +2494,30 @@ def _wrap_function(self, func: F) -> F: @load_basemodels_if_needed @functools.wraps(func) def _wrapped_func(*args, **kwargs): - retval = func(*args, **kwargs) - - return serialize_to_str(retval) + tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name) + try: + retval = func(*args, **kwargs) + retval_str = serialize_to_str(retval) + tool_event.returns = retval_str + record(tool_event) + return retval_str + except Exception as e: + record(ErrorEvent(trigger_event=tool_event, exception=e)) + raise e @load_basemodels_if_needed @functools.wraps(func) async def _a_wrapped_func(*args, **kwargs): - retval = await func(*args, **kwargs) - return serialize_to_str(retval) + tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name) + try: + retval = await func(*args, **kwargs) + retval_str = serialize_to_str(retval) + tool_event.returns = retval_str + record(tool_event) + return retval_str + except Exception as e: + record(ErrorEvent(trigger_event=tool_event, exception=e)) + raise e wrapped_func = _a_wrapped_func if inspect.iscoroutinefunction(func) else _wrapped_func @@ -2646,7 +2662,7 @@ def _decorator(func: F) -> F: elif not hasattr(func, "_name"): func._name = func.__name__ - self.register_function({func._name: self._wrap_function(func)}) + self.register_function({func._name: self._wrap_function(func, func._name)}) return func From d6e9b50db9d1c73a408123e2b9489a30fcfbc6be Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 25 Apr 2024 13:40:49 -0700 Subject: [PATCH 04/75] track message sending --- autogen/agentchat/conversable_agent.py | 29 +++++++++++++++++++++++--- 1 file changed, 26 insertions(+), 3 deletions(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 04fd34d924d..6c572eca0ef 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -37,7 +37,7 @@ from .agent import Agent, LLMAgent from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary -from agentops import track_agent, ToolEvent, ErrorEvent, record +from agentops import track_agent, ToolEvent, ErrorEvent, record, record_function, ActionEvent __all__ = ("ConversableAgent",) @@ -597,6 +597,7 @@ def _process_message_before_send( message = hook(sender=self, message=message, recipient=recipient, silent=silent) return message + # @record_function("send_to_agent") def send( self, message: Union[Dict, str], @@ -636,16 +637,23 @@ def send( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ + action_event = ActionEvent( + action_type='send_to_agent', + params={'sender': self.agent_ops_agent_name, "recipient": recipient.name, 'message': message} + ) message = self._process_message_before_send(message, recipient, silent) # When the agent composes and sends the message, the role of the message is "assistant" # unless it's "function". valid = self._append_oai_message(message, "assistant", recipient) if valid: + record(action_event) recipient.receive(message, self, request_reply, silent) else: - raise ValueError( + e = ValueError( "Message can't be converted into a valid ChatCompletion message. Either content or function_call must be provided." ) + record(ErrorEvent(trigger_event=action_event, exception=e)) + raise e async def a_send( self, @@ -686,16 +694,23 @@ async def a_send( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ + action_event = ActionEvent( + action_type='async_send_to_agent', + params={'sender': self.agent_ops_agent_name, "recipient": recipient.name, 'message': message} + ) message = self._process_message_before_send(message, recipient, silent) # When the agent composes and sends the message, the role of the message is "assistant" # unless it's "function". valid = self._append_oai_message(message, "assistant", recipient) if valid: + record(action_event) await recipient.a_receive(message, self, request_reply, silent) else: - raise ValueError( + e = ValueError( "Message can't be converted into a valid ChatCompletion message. Either content or function_call must be provided." ) + record(ErrorEvent(trigger_event=action_event, exception=e)) + raise e def _print_received_message(self, message: Union[Dict, str], sender: Agent): iostream = IOStream.get_default() @@ -801,6 +816,10 @@ def receive( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ + record(ActionEvent( + action_type='receive_from_agent', + params={'sender': sender.name, "recipient": self.name, 'message': message} + )) self._process_received_message(message, sender, silent) if request_reply is False or request_reply is None and self.reply_at_receive[sender] is False: return @@ -838,6 +857,10 @@ async def a_receive( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ + record(ActionEvent( + action_type='async_receive_from_agent', + params={'sender': sender.name, "recipient": self.name, 'message': message} + )) self._process_received_message(message, sender, silent) if request_reply is False or request_reply is None and self.reply_at_receive[sender] is False: return From 7e2e1a9be230432be6a9b2e782627207d6b27bf3 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 25 Apr 2024 14:33:14 -0700 Subject: [PATCH 05/75] remove record from parent --- autogen/agentchat/agent.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/autogen/agentchat/agent.py b/autogen/agentchat/agent.py index 32ad4be48dc..8fe0d9989cf 100644 --- a/autogen/agentchat/agent.py +++ b/autogen/agentchat/agent.py @@ -1,5 +1,4 @@ from typing import Any, Dict, List, Optional, Protocol, Union, runtime_checkable -from agentops import record_function @runtime_checkable class Agent(Protocol): @@ -20,7 +19,6 @@ def description(self) -> str: a group chat setting.""" ... - @record_function("send_to_agent") def send( self, message: Union[Dict[str, Any], str], @@ -53,7 +51,6 @@ async def a_send( """ ... - @record_function("receive_from_agent") def receive( self, message: Union[Dict[str, Any], str], From 4b2fb8b0ae7facba17dba5d4224bb4403bdfe5d5 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 25 Apr 2024 15:05:45 -0700 Subject: [PATCH 06/75] remove record --- autogen/agentchat/conversable_agent.py | 1 - 1 file changed, 1 deletion(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 6c572eca0ef..25a745f008c 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -597,7 +597,6 @@ def _process_message_before_send( message = hook(sender=self, message=message, recipient=recipient, silent=silent) return message - # @record_function("send_to_agent") def send( self, message: Union[Dict, str], From da8584b50089ebf815a12f3cdf62d4e19a264fcc Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 25 Apr 2024 15:05:56 -0700 Subject: [PATCH 07/75] simple example --- samples/simple_chat_agent_ops.py | 57 ++++++++++++++++++++++++++++---- 1 file changed, 51 insertions(+), 6 deletions(-) diff --git a/samples/simple_chat_agent_ops.py b/samples/simple_chat_agent_ops.py index 7a73ac65509..33fb984c32d 100644 --- a/samples/simple_chat_agent_ops.py +++ b/samples/simple_chat_agent_ops.py @@ -1,7 +1,23 @@ -from autogen import ConversableAgent, UserProxyAgent, config_list_from_json +from autogen import ConversableAgent, UserProxyAgent, config_list_from_json, register_function import agentops +from typing import Annotated, Literal + +Operator = Literal["+", "-", "*", "/"] +agentops.init(api_key='6b7a1469-bdcb-4d47-85ba-c4824bc8486e', endpoint='http://localhost:8000', tags=['autogen-tool']) + + +def calculator(a: int, b: int, operator: Annotated[Operator, "operator"]) -> int: + if operator == "+": + return a + b + elif operator == "-": + return a - b + elif operator == "*": + return a * b + elif operator == "/": + return int(a / b) + else: + raise ValueError("Invalid operator") -agentops.init(api_key='6b7a1469-bdcb-4d47-85ba-c4824bc8486e', endpoint='http://localhost:8000', tags=['autogen']) def main(): # Load LLM inference endpoints from an env variable or a file @@ -11,14 +27,43 @@ def main(): config_list = config_list_from_json(env_or_file="OAI_CONFIG_LIST") # Create the agent that uses the LLM. - assistant = ConversableAgent("agent", llm_config={"config_list": config_list}) + assistant = ConversableAgent( + name="Assistant", + system_message="You are a helpful AI assistant. " + "You can help with simple calculations. " + "Return 'TERMINATE' when the task is done.", + llm_config={"config_list": config_list}, + ) + + # The user proxy agent is used for interacting with the assistant agent + # and executes tool calls. + user_proxy = ConversableAgent( + name="User", + llm_config=False, + is_termination_msg=lambda msg: msg.get("content") is not None and "TERMINATE" in msg["content"], + human_input_mode="NEVER", + ) - # Create the agent that represents the user in the conversation. - user_proxy = UserProxyAgent("user", code_execution_config=False) + assistant.register_for_llm(name="calculator", description="A simple calculator")(calculator) + user_proxy.register_for_execution(name="calculator")(calculator) + + # Register the calculator function to the two agents. + register_function( + calculator, + caller=assistant, # The assistant agent can suggest calls to the calculator. + executor=user_proxy, # The user proxy agent can execute the calculator calls. + name="calculator", # By default, the function name is used as the tool name. + description="A simple calculator", # A description of the tool. + ) # Let the assistant start the conversation. It will end when the user types exit. - assistant.initiate_chat(user_proxy, message="How can I help you today?") + user_proxy.initiate_chat(assistant, message="What is (1423 - 123) / 3 + (32 + 23) * 5?") + + agentops.end_session('Success') if __name__ == "__main__": main() + + +# What is (44232 + 13312 / (232 - 32)) * 5? \ No newline at end of file From d32423e0bb9cb3c51deab9bbf0cf1d1a78de79aa Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 25 Apr 2024 15:38:23 -0700 Subject: [PATCH 08/75] notebook example --- notebook/agentchat_agentops.ipynb | 264 ++++++++++++++++++++++++++++++ samples/simple_chat_agent_ops.py | 69 -------- 2 files changed, 264 insertions(+), 69 deletions(-) create mode 100644 notebook/agentchat_agentops.ipynb delete mode 100644 samples/simple_chat_agent_ops.py diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb new file mode 100644 index 00000000000..29ec6085df1 --- /dev/null +++ b/notebook/agentchat_agentops.ipynb @@ -0,0 +1,264 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "source": [ + "# AgentOps\n", + "Using [AgentOps](https://agentops.ai/) allows you to quickly and easily add agent observability and monitoring to your Autogen services." + ], + "metadata": { + "collapsed": false + }, + "id": "6c3677fc24a401e2" + }, + { + "cell_type": "markdown", + "source": [ + "### Adding AgentOps to an existing Autogen service.\n", + "It's as simple as adding two lines of code!" + ], + "metadata": { + "collapsed": false + }, + "id": "38182a5296dceb34" + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "import agentops\n", + "agentops.init()" + ], + "metadata": { + "collapsed": false + }, + "id": "f31a28d20a13b377", + "execution_count": null + }, + { + "cell_type": "markdown", + "source": [ + "By default, the AgentOps `init()` function will look for an environment variable named `AGENTOPS_API_KEY`. Alternatively, you can pass one in as an optional parameter." + ], + "metadata": { + "collapsed": false + }, + "id": "6be9e11620b0e8d6" + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "agentops.init(api_key='xxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxxx')" + ], + "metadata": { + "collapsed": false + }, + "id": "d120f777958ff17f", + "execution_count": null + }, + { + "cell_type": "markdown", + "source": [ + "After initializing AgentOps, Autogen will now start automatically tracking\n", + "- LLM calls\n", + "- Agent names and actions\n", + "- Tool usage\n", + "- Correspondence between agents\n", + "- Errors\n", + "- Token usage and costs" + ], + "metadata": { + "collapsed": false + }, + "id": "4dd8f461ccd9cbef" + }, + { + "cell_type": "markdown", + "source": [ + "You can retrieve your API key and view the results of your agent runs at [https://agentops.ai](https://agentops.ai)" + ], + "metadata": { + "collapsed": false + }, + "id": "ef7cb74cb88fae9c" + }, + { + "cell_type": "markdown", + "source": [ + "# Simple Chat Example" + ], + "metadata": { + "collapsed": false + }, + "id": "712315c520536eb8" + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json\n", + "import agentops\n", + "\n", + "agentops.init(api_key='your-api-key-here', tags=['simple-autogen-example'])\n", + "\n", + "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")\n", + "\n", + "# Create the agent that uses the LLM.\n", + "assistant = ConversableAgent(\"agent\", llm_config={\"config_list\": config_list})\n", + "\n", + "# Create the agent that represents the user in the conversation.\n", + "user_proxy = UserProxyAgent(\"user\", code_execution_config=False)\n", + "\n", + "# Let the assistant start the conversation. It will end when the user types exit.\n", + "assistant.initiate_chat(user_proxy, message=\"How can I help you today?\")\n", + "\n", + "agentops.end_session('Success')" + ], + "metadata": { + "collapsed": false + }, + "id": "66d68e66e9f4a677" + }, + { + "cell_type": "markdown", + "source": [ + "You can view data on this run at [https://agentops.ai](https://agentops.ai). You should see LLM events for each message sent by each agent, including the user. All data that can be capture is captured." + ], + "metadata": { + "collapsed": false + }, + "id": "2217ed0f930cfcaa" + }, + { + "cell_type": "markdown", + "source": [ + "## Tool Example" + ], + "metadata": { + "collapsed": false + }, + "id": "fd78f1a816276cb7" + }, + { + "cell_type": "markdown", + "source": [ + "In this example lets use Tools with Autogen. You can find more information on this example in [tool-use.ipynb](../website/docs/tutorial/tool-use.ipynb)" + ], + "metadata": { + "collapsed": false + }, + "id": "3957dc50d0ad615e" + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "from autogen import ConversableAgent, config_list_from_json, register_function\n", + "agentops = None # removing state from last code block\n", + "import agentops\n", + "from typing import Annotated, Literal\n", + "\n", + "agentops.init(api_key='your-api-key-here', tags=['autogen-tool-example'])\n", + "\n", + "Operator = Literal[\"+\", \"-\", \"*\", \"/\"]\n", + "def calculator(a: int, b: int, operator: Annotated[Operator, \"operator\"]) -> int:\n", + " if operator == \"+\":\n", + " return a + b\n", + " elif operator == \"-\":\n", + " return a - b\n", + " elif operator == \"*\":\n", + " return a * b\n", + " elif operator == \"/\":\n", + " return int(a / b)\n", + " else:\n", + " raise ValueError(\"Invalid operator\")\n", + "\n", + "\n", + "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")\n", + "\n", + "# Create the agent that uses the LLM.\n", + "assistant = ConversableAgent(\n", + " name=\"Assistant\",\n", + " system_message=\"You are a helpful AI assistant. \"\n", + " \"You can help with simple calculations. \"\n", + " \"Return 'TERMINATE' when the task is done.\",\n", + " llm_config={\"config_list\": config_list},\n", + ")\n", + "\n", + "# The user proxy agent is used for interacting with the assistant agent\n", + "# and executes tool calls.\n", + "user_proxy = ConversableAgent(\n", + " name=\"User\",\n", + " llm_config=False,\n", + " is_termination_msg=lambda msg: msg.get(\"content\") is not None and \"TERMINATE\" in msg[\"content\"],\n", + " human_input_mode=\"NEVER\",\n", + ")\n", + "\n", + "assistant.register_for_llm(name=\"calculator\", description=\"A simple calculator\")(calculator)\n", + "user_proxy.register_for_execution(name=\"calculator\")(calculator)\n", + "\n", + "# Register the calculator function to the two agents.\n", + "register_function(\n", + " calculator,\n", + " caller=assistant, # The assistant agent can suggest calls to the calculator.\n", + " executor=user_proxy, # The user proxy agent can execute the calculator calls.\n", + " name=\"calculator\", # By default, the function name is used as the tool name.\n", + " description=\"A simple calculator\", # A description of the tool.\n", + ")\n", + "\n", + "# Let the assistant start the conversation. It will end when the user types exit.\n", + "user_proxy.initiate_chat(assistant, message=\"What is (1423 - 123) / 3 + (32 + 23) * 5?\")\n", + "\n", + "agentops.end_session('Success')" + ], + "metadata": { + "collapsed": false + }, + "id": "3498aa6176c799ff" + }, + { + "cell_type": "markdown", + "source": [ + "Again, if you go to [https://agentops.ai](https://agentops.ai), you should see data related to this run including:\n", + "- Agents talking to each other\n", + "- Each use of the `calculator` tool\n", + "- Each call to OpenAI for LLM use" + ], + "metadata": { + "collapsed": false + }, + "id": "2b4edf8e70d17267" + }, + { + "cell_type": "code", + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + }, + "id": "5975bbaa63d0373d" + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/samples/simple_chat_agent_ops.py b/samples/simple_chat_agent_ops.py deleted file mode 100644 index 33fb984c32d..00000000000 --- a/samples/simple_chat_agent_ops.py +++ /dev/null @@ -1,69 +0,0 @@ -from autogen import ConversableAgent, UserProxyAgent, config_list_from_json, register_function -import agentops -from typing import Annotated, Literal - -Operator = Literal["+", "-", "*", "/"] -agentops.init(api_key='6b7a1469-bdcb-4d47-85ba-c4824bc8486e', endpoint='http://localhost:8000', tags=['autogen-tool']) - - -def calculator(a: int, b: int, operator: Annotated[Operator, "operator"]) -> int: - if operator == "+": - return a + b - elif operator == "-": - return a - b - elif operator == "*": - return a * b - elif operator == "/": - return int(a / b) - else: - raise ValueError("Invalid operator") - - -def main(): - # Load LLM inference endpoints from an env variable or a file - # See https://microsoft.github.io/autogen/docs/FAQ#set-your-api-endpoints - # and OAI_CONFIG_LIST_sample. - # For example, if you have created a OAI_CONFIG_LIST file in the current working directory, that file will be used. - config_list = config_list_from_json(env_or_file="OAI_CONFIG_LIST") - - # Create the agent that uses the LLM. - assistant = ConversableAgent( - name="Assistant", - system_message="You are a helpful AI assistant. " - "You can help with simple calculations. " - "Return 'TERMINATE' when the task is done.", - llm_config={"config_list": config_list}, - ) - - # The user proxy agent is used for interacting with the assistant agent - # and executes tool calls. - user_proxy = ConversableAgent( - name="User", - llm_config=False, - is_termination_msg=lambda msg: msg.get("content") is not None and "TERMINATE" in msg["content"], - human_input_mode="NEVER", - ) - - assistant.register_for_llm(name="calculator", description="A simple calculator")(calculator) - user_proxy.register_for_execution(name="calculator")(calculator) - - # Register the calculator function to the two agents. - register_function( - calculator, - caller=assistant, # The assistant agent can suggest calls to the calculator. - executor=user_proxy, # The user proxy agent can execute the calculator calls. - name="calculator", # By default, the function name is used as the tool name. - description="A simple calculator", # A description of the tool. - ) - - # Let the assistant start the conversation. It will end when the user types exit. - user_proxy.initiate_chat(assistant, message="What is (1423 - 123) / 3 + (32 + 23) * 5?") - - agentops.end_session('Success') - - -if __name__ == "__main__": - main() - - -# What is (44232 + 13312 / (232 - 32)) * 5? \ No newline at end of file From 2d7557491dbeeb213224328ddace04bd58112f08 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 25 Apr 2024 15:41:05 -0700 Subject: [PATCH 09/75] remove spacing change --- autogen/agentchat/agent.py | 1 + notebook/agentchat_agentops.ipynb | 21 +++++++-------------- 2 files changed, 8 insertions(+), 14 deletions(-) diff --git a/autogen/agentchat/agent.py b/autogen/agentchat/agent.py index 8fe0d9989cf..410635bce6e 100644 --- a/autogen/agentchat/agent.py +++ b/autogen/agentchat/agent.py @@ -1,5 +1,6 @@ from typing import Any, Dict, List, Optional, Protocol, Union, runtime_checkable + @runtime_checkable class Agent(Protocol): """(In preview) A protocol for Agent. diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 29ec6085df1..486a36330aa 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -118,7 +118,8 @@ "metadata": { "collapsed": false }, - "id": "66d68e66e9f4a677" + "id": "66d68e66e9f4a677", + "execution_count": null }, { "cell_type": "markdown", @@ -133,22 +134,13 @@ { "cell_type": "markdown", "source": [ - "## Tool Example" - ], - "metadata": { - "collapsed": false - }, - "id": "fd78f1a816276cb7" - }, - { - "cell_type": "markdown", - "source": [ + "## Tool Example\n", "In this example lets use Tools with Autogen. You can find more information on this example in [tool-use.ipynb](../website/docs/tutorial/tool-use.ipynb)" ], "metadata": { "collapsed": false }, - "id": "3957dc50d0ad615e" + "id": "fd78f1a816276cb7" }, { "cell_type": "code", @@ -215,7 +207,8 @@ "metadata": { "collapsed": false }, - "id": "3498aa6176c799ff" + "id": "3498aa6176c799ff", + "execution_count": null }, { "cell_type": "markdown", @@ -237,7 +230,7 @@ "metadata": { "collapsed": false }, - "id": "5975bbaa63d0373d" + "id": "258630a75ee42874" } ], "metadata": { From ccd5e0771de907411eead7285494294c1d70b0f2 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 25 Apr 2024 16:13:12 -0700 Subject: [PATCH 10/75] optional dependency --- autogen/agentchat/conversable_agent.py | 75 ++++++++++++++++---------- setup.py | 1 + 2 files changed, 48 insertions(+), 28 deletions(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 25a745f008c..f96a6326618 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -37,7 +37,14 @@ from .agent import Agent, LLMAgent from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary -from agentops import track_agent, ToolEvent, ErrorEvent, record, record_function, ActionEvent +try: + from agentops import track_agent, ToolEvent, ErrorEvent, record, ActionEvent +except ImportError: + def track_agent(): + def noop(f): + return f + + return noop __all__ = ("ConversableAgent",) @@ -639,19 +646,21 @@ def send( action_event = ActionEvent( action_type='send_to_agent', params={'sender': self.agent_ops_agent_name, "recipient": recipient.name, 'message': message} - ) + ) if agentops else None message = self._process_message_before_send(message, recipient, silent) # When the agent composes and sends the message, the role of the message is "assistant" # unless it's "function". valid = self._append_oai_message(message, "assistant", recipient) if valid: - record(action_event) + if agentops: + record(action_event) recipient.receive(message, self, request_reply, silent) else: e = ValueError( "Message can't be converted into a valid ChatCompletion message. Either content or function_call must be provided." ) - record(ErrorEvent(trigger_event=action_event, exception=e)) + if agentops: + record(ErrorEvent(trigger_event=action_event, exception=e)) raise e async def a_send( @@ -696,19 +705,21 @@ async def a_send( action_event = ActionEvent( action_type='async_send_to_agent', params={'sender': self.agent_ops_agent_name, "recipient": recipient.name, 'message': message} - ) + ) if agentops else None message = self._process_message_before_send(message, recipient, silent) # When the agent composes and sends the message, the role of the message is "assistant" # unless it's "function". valid = self._append_oai_message(message, "assistant", recipient) if valid: - record(action_event) + if agentops: + record(action_event) await recipient.a_receive(message, self, request_reply, silent) else: e = ValueError( "Message can't be converted into a valid ChatCompletion message. Either content or function_call must be provided." ) - record(ErrorEvent(trigger_event=action_event, exception=e)) + if agentops: + record(ErrorEvent(trigger_event=action_event, exception=e)) raise e def _print_received_message(self, message: Union[Dict, str], sender: Agent): @@ -818,7 +829,7 @@ def receive( record(ActionEvent( action_type='receive_from_agent', params={'sender': sender.name, "recipient": self.name, 'message': message} - )) + )) if agentops else None self._process_received_message(message, sender, silent) if request_reply is False or request_reply is None and self.reply_at_receive[sender] is False: return @@ -859,7 +870,7 @@ async def a_receive( record(ActionEvent( action_type='async_receive_from_agent', params={'sender': sender.name, "recipient": self.name, 'message': message} - )) + )) if agentops else None self._process_received_message(message, sender, silent) if request_reply is False or request_reply is None and self.reply_at_receive[sender] is False: return @@ -2516,30 +2527,38 @@ def _wrap_function(self, func: F, name: str) -> F: @load_basemodels_if_needed @functools.wraps(func) def _wrapped_func(*args, **kwargs): - tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name) - try: + if agentops: + tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name) + try: + retval = func(*args, **kwargs) + retval_str = serialize_to_str(retval) + tool_event.returns = retval_str + record(tool_event) + return retval_str + except Exception as e: + record(ErrorEvent(trigger_event=tool_event, exception=e)) + raise e + else: retval = func(*args, **kwargs) - retval_str = serialize_to_str(retval) - tool_event.returns = retval_str - record(tool_event) - return retval_str - except Exception as e: - record(ErrorEvent(trigger_event=tool_event, exception=e)) - raise e + return serialize_to_str(retval) @load_basemodels_if_needed @functools.wraps(func) async def _a_wrapped_func(*args, **kwargs): - tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name) - try: - retval = await func(*args, **kwargs) - retval_str = serialize_to_str(retval) - tool_event.returns = retval_str - record(tool_event) - return retval_str - except Exception as e: - record(ErrorEvent(trigger_event=tool_event, exception=e)) - raise e + if agentops: + tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name) + try: + retval = await func(*args, **kwargs) + retval_str = serialize_to_str(retval) + tool_event.returns = retval_str + record(tool_event) + return retval_str + except Exception as e: + record(ErrorEvent(trigger_event=tool_event, exception=e)) + raise e + else: + retval = func(*args, **kwargs) + return serialize_to_str(retval) wrapped_func = _a_wrapped_func if inspect.iscoroutinefunction(func) else _wrapped_func diff --git a/setup.py b/setup.py index 29c7dda0322..7e49dbe8490 100644 --- a/setup.py +++ b/setup.py @@ -59,6 +59,7 @@ "pytest>=6.1.1,<8", "pandas", ], + "agentops": ["agentops>=0.1.5"], "blendsearch": ["flaml[blendsearch]"], "mathchat": ["sympy", "pydantic==1.10.9", "wolframalpha"], "retrievechat": ["chromadb"] + rag, From 346005f0267a31b9368b8cb2009fa2adcfe7fc75 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 25 Apr 2024 16:15:44 -0700 Subject: [PATCH 11/75] documentation --- notebook/agentchat_agentops.ipynb | 29 +++++++++++++++++++++++++++- website/docs/ecosystem/agentops.md | 31 ++++++++++++++++++++++++++++++ 2 files changed, 59 insertions(+), 1 deletion(-) create mode 100644 website/docs/ecosystem/agentops.md diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 486a36330aa..d1d2556c2ab 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -6,10 +6,37 @@ "# AgentOps\n", "Using [AgentOps](https://agentops.ai/) allows you to quickly and easily add agent observability and monitoring to your Autogen services." ], + "metadata": { + "collapsed": false, + "front_matter": { + "tags": [ + "monitoring", + "debugging" + ], + "description": "Use AgentOps to simplify the development process and monitor your agents in production." + } + }, + "id": "a447802c88c8a240" + }, + { + "cell_type": "markdown", + "source": [ + "````{=mdx}\n", + ":::info Requirements\n", + "Some extra dependencies are needed for this notebook, which can be installed via pip:\n", + "\n", + "```bash\n", + "pip install pyautogen[agentops]\n", + "```\n", + "\n", + "For more information, please refer to the [installation guide](/docs/installation/).\n", + ":::\n", + "````" + ], "metadata": { "collapsed": false }, - "id": "6c3677fc24a401e2" + "id": "1731b1788d44533e" }, { "cell_type": "markdown", diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md new file mode 100644 index 00000000000..0e1bea2c462 --- /dev/null +++ b/website/docs/ecosystem/agentops.md @@ -0,0 +1,31 @@ +# AgentOps + +> Create an account at [AgentOps.ai](https://agentops.ai/) + +AgentOps works seamlessly with applications built using Autogen. + +Install AgentOps with +```bash +pip install pyautogen[agentops] +``` + +To start tracking all available data on Autogen runs, simply add two lines of code before implementing Autogen. + +```python +import agentops +agentops.init() # AgentOps API key named AGENTOPS_API_KEY in environment +# or +agentops.init(api_key='you-api-key') +``` + +After initializing AgentOps, Autogen will now start automatically tracking +- LLM calls +- Agent names and actions +- Tool usage +- Correspondence between agents +- Errors +- Token usage and costs + +### Example Implementation +[AgentOps-Notebook](../../../notebook/agentchat_agentops.ipynb) +[AgentOps Documentation](https://docs.agentops.ai/v1/quickstart) From a0e533a43af6083eacfa7cf65ec0564b9ee5da4d Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Fri, 26 Apr 2024 11:05:15 -0700 Subject: [PATCH 12/75] remove extra import --- autogen/agentchat/conversable_agent.py | 1 - 1 file changed, 1 deletion(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index f96a6326618..1de6ac9704b 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -10,7 +10,6 @@ from functools import partial from typing import Any, Callable, Dict, List, Literal, Optional, Tuple, Type, TypeVar, Union -import agentops from openai import BadRequestError from autogen.exception_utils import InvalidCarryOverType, SenderRequired From de4ea14e742a56f5e03d26ece0fe2235f8227530 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Fri, 26 Apr 2024 11:06:45 -0700 Subject: [PATCH 13/75] optional import --- autogen/agentchat/conversable_agent.py | 1 + 1 file changed, 1 insertion(+) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 1de6ac9704b..b0cc533e8c1 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -37,6 +37,7 @@ from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary try: + import agentops from agentops import track_agent, ToolEvent, ErrorEvent, record, ActionEvent except ImportError: def track_agent(): From 3a98b811c4de11d71065c67906c208ad74ad6100 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Fri, 26 Apr 2024 11:09:17 -0700 Subject: [PATCH 14/75] record if agentops --- autogen/agentchat/conversable_agent.py | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index b0cc533e8c1..20199abef4a 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -826,10 +826,11 @@ def receive( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ - record(ActionEvent( - action_type='receive_from_agent', - params={'sender': sender.name, "recipient": self.name, 'message': message} - )) if agentops else None + if agentops: + record(ActionEvent( + action_type='receive_from_agent', + params={'sender': sender.name, "recipient": self.name, 'message': message} + )) self._process_received_message(message, sender, silent) if request_reply is False or request_reply is None and self.reply_at_receive[sender] is False: return @@ -867,10 +868,11 @@ async def a_receive( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ - record(ActionEvent( - action_type='async_receive_from_agent', - params={'sender': sender.name, "recipient": self.name, 'message': message} - )) if agentops else None + if agentops: + record(ActionEvent( + action_type='async_receive_from_agent', + params={'sender': sender.name, "recipient": self.name, 'message': message} + )) self._process_received_message(message, sender, silent) if request_reply is False or request_reply is None and self.reply_at_receive[sender] is False: return From 66b652cf0e54353506f242043e51e8154adabdec Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Fri, 26 Apr 2024 12:45:57 -0700 Subject: [PATCH 15/75] if agentops --- autogen/agentchat/conversable_agent.py | 1 + 1 file changed, 1 insertion(+) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 20199abef4a..3a84fae7f98 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -36,6 +36,7 @@ from .agent import Agent, LLMAgent from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary +agentops = None try: import agentops from agentops import track_agent, ToolEvent, ErrorEvent, record, ActionEvent From c6b1a896c0abaeddc38d94d2ea6c68cd87ce87c3 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Fri, 26 Apr 2024 14:02:51 -0700 Subject: [PATCH 16/75] wrap function auto name --- autogen/agentchat/conversable_agent.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 3a84fae7f98..cfedffedee3 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -2515,7 +2515,7 @@ def function_map(self) -> Dict[str, Callable]: """Return the function map.""" return self._function_map - def _wrap_function(self, func: F, name: str) -> F: + def _wrap_function(self, func: F, name: Optional[str] = None) -> F: """Wrap the function to dump the return value to json. Handles both sync and async functions. @@ -2531,7 +2531,7 @@ def _wrap_function(self, func: F, name: str) -> F: @functools.wraps(func) def _wrapped_func(*args, **kwargs): if agentops: - tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name) + tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name or func.__name__) try: retval = func(*args, **kwargs) retval_str = serialize_to_str(retval) @@ -2549,7 +2549,7 @@ def _wrapped_func(*args, **kwargs): @functools.wraps(func) async def _a_wrapped_func(*args, **kwargs): if agentops: - tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name) + tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name or func.__name__) try: retval = await func(*args, **kwargs) retval_str = serialize_to_str(retval) From a78c718a9c36d67c52a653cb55ae31910ca9ee68 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Fri, 26 Apr 2024 14:12:14 -0700 Subject: [PATCH 17/75] install agentops before notebook test --- notebook/agentchat_agentops.ipynb | 21 ++++++++++++--------- 1 file changed, 12 insertions(+), 9 deletions(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index d1d2556c2ab..e71f5fe1790 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -49,6 +49,18 @@ }, "id": "38182a5296dceb34" }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "%pip install agentops" + ], + "metadata": { + "collapsed": false + }, + "id": "b6dc3b19889ad683", + "execution_count": null + }, { "cell_type": "code", "outputs": [], @@ -249,15 +261,6 @@ "collapsed": false }, "id": "2b4edf8e70d17267" - }, - { - "cell_type": "code", - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - }, - "id": "258630a75ee42874" } ], "metadata": { From c2cad62dbc7f62693857fb09a92a43eac0ba28cd Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 29 Apr 2024 12:00:50 -0700 Subject: [PATCH 18/75] documentation fixes --- pyproject.toml | 2 +- website/docs/ecosystem/agentops.md | 4 +++- .../docs/ecosystem/img/ecosystem-agentops.png | Bin 0 -> 8920 bytes 3 files changed, 4 insertions(+), 2 deletions(-) create mode 100644 website/docs/ecosystem/img/ecosystem-agentops.png diff --git a/pyproject.toml b/pyproject.toml index d1851339743..8c622d816b1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -51,7 +51,7 @@ exclude = [ "dist", "docs", # This file needs to be either upgraded or removed and therefore should be - # ignore from type checking for now + # ignored from type checking for now "math_utils\\.py$", "**/cap/py/autogencap/proto/*", ] diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 0e1bea2c462..5cb9f2da8ab 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -1,5 +1,7 @@ # AgentOps +[!agentops-logo](/img/ecosystem-agentops.png) + > Create an account at [AgentOps.ai](https://agentops.ai/) AgentOps works seamlessly with applications built using Autogen. @@ -27,5 +29,5 @@ After initializing AgentOps, Autogen will now start automatically tracking - Token usage and costs ### Example Implementation -[AgentOps-Notebook](../../../notebook/agentchat_agentops.ipynb) +[AgentOps-Notebook](/docs/notebooks/agentchat_agentops) [AgentOps Documentation](https://docs.agentops.ai/v1/quickstart) diff --git a/website/docs/ecosystem/img/ecosystem-agentops.png b/website/docs/ecosystem/img/ecosystem-agentops.png new file mode 100644 index 0000000000000000000000000000000000000000..8a4b3fc4a1fff856caff28cacaf81aefdd213a92 GIT binary patch literal 8920 zcmXY1cOcaN|34$6tgOgPsfduQ<80Y?R%R&K^Al%Yq!bxZS&2K_b+&NA*(+Rk_TKxf zvy}_K)A#qsjrZgAT(9Tz^?tveuX|jy5m=k?^7YFA0Dw_fN7DoVpoEjZ7t+y?--$8@ zl;jWk|8%VU0DvoO7cUCH*9oU zW)#)!Up@H)&GUn{J-sHUm<|nidAi?~ z-;^#E>g_;|p*-QG?el$HqyN$T$$1-OteG*wDZXqgz{S*tt~>o=I_2qt%1#2QXAA*j zIi?OKl>4RP)GHM?Bq;y@L6u6}jO}^G_-kL+9Mhb=yvj_*PxNG+MahlL!$W*6A6=9n zF!kNa5E%okKXaxPQayeQ)pMO8Zf4(jNVbs0=!|B`azRIJrmqcsu2uR9iOVM^4d9ws zD^9)UH+hq|+V~#l=7MJ^yG@2SulWE;9Y=xylz+d1O#44bMX%x3Zm{!*fx@+n>ki~> z1DFzO#Z#v7#ZuO6a8nJ>i(+7bFh|C%KYv>$RMphVfc28pcgSdSRV4)7r_JUOu3~kn zgzmUK(R7^*1H^K%AU!tJ@P>VfgS(yGsK(1@L9*m%0S;dR1Ms4@zGeQwwj|kEo;Mfn z1XH5LQ>HSl-VLn~GN1w8S0pZM1M;M5dN2r?U|@Bi>5Sn&f2u0C(S460#jNghw@e&Q zR1_7rHYF}{3{d!3dXg?)HFEBM ze+DXl-M+35bw4k-95#5NPDW)Hl<`tWP|>(^`+pXn@6>E$5v?dnt(xZYndKbR~Q zE}Ir`R8na#ezO*Dmuhp=aFI~ejkV&VG$$eCTE^IdYj5=bu$Nn#U>Cn$)%*P@L*(9n zV1^4fNAH-?J3(R9h^2|aKM+z_{J$)3(w_H^+ly&v!kGF|&Do~^CJ?H5b*q6Y_T+vU z#IvIK|5Id7XlSY|Tl?#{xkybmCr@3~v>z`#;1X<0KS$)b@W4wsF)I?ajAhk1gn~Wi zmoLP^+tg=p%qvT@`ird>GIK1!&*<~S%I;a8HvJ2W=~J|@W+m*RVknIZiKzIT@dWIr zhcoq<(z)z^Gitt(3r#C^3P?cuIZ!iS%&|ETs<|Sz62T8yy>}5Z;5V*vjJY!gmxwF) zSH2xMO3S@{Y}p^of3beU{jr`E*v4co$ZGTr`3nnAL8h@g0iEx0U1a%=G=tk7jDX0+ zm0#&co8!`?145#$ot@oys)YUK!a^$;3}%r1?&q^wx_pRwabomBiK;h>SzvQxbS=pe zV07d9P<%qd*7kJ0g^E-CN%)_aVNUB*GmWA8_5dS5wN|u#b-&@at?Bx}grge7n$D4b zMqog6a`iEB*1pp>BxJ&DT#|w0JxDm%8!oa)g^w;hpj};EO@*)Kqg=wDRa?vL#(Jm2 zCA|tgsV3eDKai@_FD^!XhGpeEw}jn(HYPr7o1#8j;sKpWD?nU{9CrN564H0;d;T7y zYgbD1y-H)B6G5y^H)@S*Bpy|g!k%74y*oZ2-CAyqt*6Z1t-laNqF;Nx)-;V+fJS@{ zu6=dhNTJ%`s$wZ8XuHM8^MFNX^!j2Qpd|O`yO+Rf!R+hmyMWNGwkdWUs6&RT8EWXx%dqlEqeRn9R}U`!%Hm#1L#>`{u3h?oxMROHaZxah~1{tF2a{ zv@ajRDq%h|fSkv4cUzgp-Pz$^=|*}gUGOw8Ij)hyhL?W^hD-lD+pPMw{Ee-$-v>%G zOg|;5=ZOYSzGPcM3pFVW$%arC{|Z9p299MWv(Y>inGahrwFDS=?6o%bn#<%oCB75WQPo ziMvaqL%xWxI~>#Z?%m=-PY&Jp|NVx^$GE;95-g`{wT3Ry-@KDNwPa_LNuIMSVC;sq zc#bJd*tAb@1i2NGLSYfSyU-y>q-&GJj)+xA_!;+q*e+Q%;4Jxo7fT2m_yQj4biVus_pzefUv6>FsB%P}W&tEN) zo`NI?o|G|U^7NXW^``1_^xNez#mzoX&wfHf?A_f+)jO&$*k7q*Nq=VajaCm%e;GHJ5Q)Ty;C*s%pYkX$IiY#Q%>B|ATiwP>FUZiXW@#7Z? z{gneGreIeK65G|i;YgQ9U~Iu3agjeC@|%Kuj2L7jh2JKqQAKIyt)(>Qdj^ZnN`S#EhC@VbE*p?2*| z>7Ky49EK{y)8Wj}U-dYUyl{&GH{BH7@#_MI%3Z8kb%De9`at6Ck_QBm=wW&P)vSAdHBp=M2@hnUpRWvjcjMla9kMAM@VtWDaEg}J95a+T~V|9)O16i zX|yOVD-5U;(%b|#_X1(88>u1uCo{_Qbr$`VJ$ys+wN3s_WvhtXIFysV;iaLd;W{)9 zGk&LY%x4RvQkOngS9Z0xZcb!4idQ?bbVESz>(P>^gva(GIO=}aNAvYGlx_0bY(tmn z=x^*jG@H$W)3V$orX!|&_}3{SJi5X!V1-q*=-Z%PFn_J0aI%E3Ay^E!D>OQ{7|dKW zDkf7NLh0tt0iTKB>wM30Ok+%(ivOV&G5GEUObnpO_u7+w35FIum z3T)v2TQQM~EG;@V0c^-qR1W!DJ*QMy8d|2whZRHp6NHGNOpJX z{c1jy#`}lWeo)s4<4XjEeALt33GxF-B1*N=I$0v+2|RG!I4X2a@qI{pE=}}6j$rxb zp9yD~7%+Z>Ny=GN8XmILGHLE$3?K00b7CBQ0|cbK3L&OjG-Y^(9S2f4-r?0hpZz8_VdQ3O(Q)f zq%Zt9r=gky?sFD+$ChRHe7C3_3*_Wd{+qG4CR*(|P=1Z9AuSP=6VZKW^0di;@7u~G~-zTEO8F_>lhnN!Y% z0~r`M5g3GUpWn>${7$7gUtEdLa|3>j#-0QLm9uTDcVU8uRkuzXPxRoF z%UbvrMK@;MKf~HSA*&(GUtPU=LG^?%cjez2d34V~$d5k$wl>W4$ELRdH+=TSqWGJw zZ=Wy|K3`6|)1YTC!Hoax*6oz0+zSc0Ep?poJoDMQv`($J=Zri^(dT2-&Lfwj59$fx z3Cf8k{Qb!I_!mcYQHG?-sE0lw5)f*bKoxc27F&I3>V!F^$YF0ftG>;BCA@e(kyrYj z?smYJJ#5t$w*Jyx8T9Mr!-at5UkW~Jk?9X0tE`pG9c;BF6iBmLlOtf^pbj^+l9QeA za>xu=JC8ap=vb_D#b??HMc!tdOndmT%CA{9V!@1``8(sDFt2cUA{zcf1zm~~lev^| z%olXrQa}@vPlvaTh{3R>54ofWd7B;u2mxa!i*P^tty-0m<ww#rnFTsnb^YvRz-3Qj|jg9v($~~V+k`ZpKY2TFZU>no^ zc~Dzw0Szhpv`BpyPdZ>w63M9~!UhDF(s&QJe?)P@XEv(u0zo$Nm?hVHB7|`z^-*cJ z>vda2w#&sl3fRfpC(e&|k0eCASjawk!ezDTkB8jnRHQT2r|r1EqzDh-!vdX;r9s_Y$7QYBvOHk`f0J5_Z9X%htpQ zX;?$l7K_w3ruN$pM~))DvK5WWO17Tepdeg@SFp)IrXMSA-unS<$VeR32&Z=^{eAk8 zBcaPc|C2~Wm8RY%(G8vI5k2iE6su%c0%e)GwaR*`&|e=HYFMt%Gg3u;hj%`Rj|fa-iui<#0J8SSCU(YBF+tB(BrRvNWOgbdGcb|qNUuusQ< zEh4Ki{NyjWJ+_U8|YDK`A4of^%c!z4_~dY3tJKyrfOFJ=}_owez7TPoK2J z{P^$PE`eN?UYb8AyLq!B9m=DLNk55S#C0d45JLRJO+D(?0>KXc3AH)sWBS9)XZndJ zGm;|j;k>GoI#Ar!2}^)ZS93I{&444~bE+xoszFxJi8c+hFx#L@-;p0Y%A8Ae{pgm48c$+l zuaNeZW8s;Z^=OCcm>#~KzvOP{-VN}q|BfKgZ=QanTV`_jIEbcAnI8zD?FQI#;!Tv6 zZgf=2%Fe)COQuum>_dqSu;ZBG5o*Y{qwwtwyFNi#r%k_i9HpA8Q(4z$rZN;vw}Tpc zD_5(S#l;7u_9MA&X(|aJY5ED%78BNWMW2PNWP)~?7Yxo0&%aN>^dnPr$Ipm*6c(K)(__fW~z?>9}lZGbqz@KL21%-5*xZ3u$ zh9h#CfSaOv4p=!~C87#%uB8UI^wr==ajk@8#rN#J@!xED(6D z_x^?`f__!`O#P55l$sQvEt53$o~qbE?~bI5HiQ~PcRR^H1{c}xwRY|F>G19OOMh`A^m+gZfhwL|4N_${U6qzt%Se{ET7Vsmbr)?xdiTYr|)h&daC z#DrX{()>Wky7jP{x(Q=Yta7hSM}XOu5SoVys!4H6C`8aY>}UO9If9y8VbuXu=g?r@ zj4S$;RU}Tmby3~nO`|789p9>u8kh@8{BNTwW5jjda^^oeot?LO|K-QP%Cuk5DcSTM zh`Aq*wLX2~_Uj{WnD<<3dU~bo(6b<#+djzY0dxd;zkl>9<*#4V2f1*^xM)cWkPOFX|y|TDVhlb)x1C88Imsr-Kj+3tAuhxd{+UZk%tA78~2Y^J*UcU_TD?2W` z-LK1JsWTUd0K31VD$6oq`kpP64wBaM!GZCCqq5Sok)tr-3b1Pbe2$p}{}3*6EHQOq z85?|yXcPqMsy`7wTm?ox==9yz9|{e&uySwllgLwe<8dYkq`w{0USFlWgb?w`ig1xU zNV!=Ph0N>QXK1WT7!aZ~wvqUn71S}oa`h*WqcfsiHMSQq6Xs;WJv`EiPP0vc3EAde zA8r5A)%{iV;d3yvDW#@fG+k&J_$IfnRlsbw z_(B7}gspu}`H&;|5pr$&M1DvrR^hm*H*rJ61uGiaHTmW9Vh~T%+$F36P2U~aUa`N= zte~t0>}p%R7Ix3pIQs1%g}AFYslIh({er1J>3wg3yElXmLgy_Nl2gI5%(b(L?Qblq z3@^itOMnZ9n2oarwjr~jrX?0cNYu;`%iy^lw9~t+n~!US{(YfHQ~s)**{olcN(1bB z)WcruP=&2c)=BS7<Vi$0;c&6bXZJz-mUYo;DJ15V7E=5h|K5z!jj5(rDjwV#Hae)( z6FBebo6@qtRQ1^nm~m!y;K=INX~)e0eNP3@R=&?GPJ`nWg1+fwOc>-)Gc!R6X52`plN}-^tm02-eaq#dUjJk5l@#xKD?~ zQ3VpTs2=sGB3%#<%43tj6Vkt_ec!+Lt_|A&EOA7V?gI}opl@f(VvD|~23k~Z?hS;& z`$J)*6va!^K7~6;uDc7U(V62h3(fqbZqn)cVBjIu$#IgdpI!qIGp*~S6MRge=^}&v z6dU9H9k?IDVfMPK&Y~=6Z^|R4#?-Yhx&b_kdz44_Rar>=cw=h`+AtQl%&mEB3+=)9 z8wp9cC`7pB3vyJ`gU-LKX4U0C$TNsbDND`8hVH!gf{-jbCOI2~l>LRo_m8|pyv+E2 zahbqxiaZZTG9IN_USfei9((6Cud5|zot#fsB9$@{5zLcNv#7fpKr{5|+u-nCJTT?y z$t&^618%caU5X(-m1%?(77=nIr`jS9Q(BQ;pyp?7GD4y*!78$e5ArfDbfQ3VMB2xtpZU5+Nw45q`k&5<>+tjTU(a`J7TK4-tN8)J)!$LG?#A@L_2U{ z9j#uROSJ2nSjRr7CFOo4n2wB0Hel!Dqz5zmpY*d2ZZY#K%{eA;VBAXe*wzgUyUtMCQ?-6B z`KEqnG2;uC*K8n3|rPFf!-bwxCb!=fR!EI{o2Z0JGQfNUKCsJV~~tF zBtfnQQn~S zu(F+hhn46xesHR>Wou!By@6;r4P(-d-mcfQwclcHU}A#6RH4q*Y<{XazdiO>R~bpQ%$}0Q3$F%-`=n z9Q}pyxC(DMI7K-<5icX36qZ{w*x~c=yn+V8hHbppwZcgS6JIxz+btiZIZUDhF{R=g zpnP5rkx0(5{F%(go1?e<5(y-^Lx_U88QN;yZy*%q?Fs9eAs$ZoMH4})FejcL&(e*@ zMqyNI(QgtRCx%K407b^1Cw`Ycz1X|$yfS91jGugZKdtIf!OO?Th;Fex<}_F~;~v$D zi2NRQ_V>>^@{NFdbkg)4_0H(bS7(3LL2Kt0R-w$#spHr9AG<(bO|E~~HZ<37u!^gB zaaYjURI|3HWH0LMne88q^x)&|>Br|r`Y`&}sl8rdwjj3WjZMp>Cykle2q)Lr$&=1y zwB?{;q+>iVy^IvaGx>_>esgUIAgan|A=mcd>~D!p%^C)9`J+CRvUw)ED*agQbdebi zuiN|7thU%)d%Gffj!d|4C8bWDy+~clNV|z=Rn@IByM85DoXmI7Xi*V8Cusws!LMuB z9(BP)*^$R&7KEV(XDa2Oxr*HhXl1Gz^&Px@!m9*3!X5_0FOw-%K!jw?dp7asn#kr! zdY(^$3~I{4Z;_4rOH1wh_a4K$$y`-gB8~?nO2P|!n-Gy(YaEaMp%vbo19V% zMH9C5=IpE}DFuuakf$mNxFZ zy{>zD1)J4k-Q(j{rg)Y%Ygy(Xpp>V?R-*9S_+Ty8G$KNazXx`_{dn>55J6+Fk*wb= zI8{k)qJ@kH3I(oG+-$Lm*fE>?xE;Z+dy!(nQ@NUpQTgh3zu!`6z1hdX6^~91<#idW zqV~xRJsp|-3xD=yQvF=GUmF@ji>AB(hAal5P}c|nC9~>|UeP6xE1V@i0MqSVf8Chl z=PgzlA^vu*zyA{`{me}DA z?pG52v5!?BlrqLsM9&<9(*nudW)nAA5KtAvL>cm&yIUOCQHI{h0{@Q?)%di2{vDgd z0(Tf0FTtI;Ur6>{X3apFhnwV>{)M<`KhjhrW2#ry-nZN_fB!kh)Kvn|dORJ z7bGSZj~42@jmFWHj69+YCL`e$MhnNA!SaEhNL&WY6SKkIvC@kc5W_C z1lZBe=~4~(M|0|BOAiUlugbEjjQzlRz4-F?f4sHuM_irD&C6h^P6Y1pnOE#!Y!%+L z%lWK>>;sS`VGTa_vElXjd<*I~nfOXf@Gap}p}iRpDWOZO_5P z_I05Pe2-0YMbRcmMrDkG{+APzEwt1Z<5*MnYUUw%Fnn6a0Oxf>QbmlLD@U3p8n>97 zsbYKnM20*zrm}MHRZ3_jQE0#I5Fc^yv~%zL=$hc8%kQk*$io0#EwE;(`qMZ62lHl9 AIsgCw literal 0 HcmV?d00001 From e7f7d0a359e8cec2527f641e20fe194d226720b3 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 29 Apr 2024 14:03:07 -0700 Subject: [PATCH 19/75] notebook metadata --- notebook/agentchat_agentops.ipynb | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index e71f5fe1790..6a1a32e1936 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -8,13 +8,6 @@ ], "metadata": { "collapsed": false, - "front_matter": { - "tags": [ - "monitoring", - "debugging" - ], - "description": "Use AgentOps to simplify the development process and monitor your agents in production." - } }, "id": "a447802c88c8a240" }, @@ -267,7 +260,14 @@ "kernelspec": { "display_name": "Python 3", "language": "python", - "name": "python3" + "name": "python3", + "front_matter": { + "tags": [ + "monitoring", + "debugging" + ], + "description": "Use AgentOps to simplify the development process and monitor your agents in production." + } }, "language_info": { "codemirror_mode": { From 41c08ea3b37075ae9e4c1e634f69e7296c8e85d8 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 29 Apr 2024 14:07:32 -0700 Subject: [PATCH 20/75] notebook metadata --- notebook/agentchat_agentops.ipynb | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 6a1a32e1936..379712d6ef3 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -7,7 +7,7 @@ "Using [AgentOps](https://agentops.ai/) allows you to quickly and easily add agent observability and monitoring to your Autogen services." ], "metadata": { - "collapsed": false, + "collapsed": false }, "id": "a447802c88c8a240" }, @@ -260,14 +260,14 @@ "kernelspec": { "display_name": "Python 3", "language": "python", - "name": "python3", - "front_matter": { - "tags": [ - "monitoring", - "debugging" - ], - "description": "Use AgentOps to simplify the development process and monitor your agents in production." - } + "name": "python3" + }, + "front_matter": { + "tags": [ + "monitoring", + "debugging" + ], + "description": "Use AgentOps to simplify the development process and monitor your agents in production." }, "language_info": { "codemirror_mode": { From db9fb814dcb3d764811f72ccd02e2215d10830d5 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Wed, 1 May 2024 14:56:42 -0700 Subject: [PATCH 21/75] pre-commit hook changes --- autogen/agentchat/conversable_agent.py | 53 ++- notebook/agentchat_agentops.ipynb | 190 +++++----- ...at_auto_feedback_from_code_execution.ipynb | 2 +- samples/agentops_test.py | 71 ++++ website/docs/ecosystem/agentops.md | 2 +- website/docs/tutorial/tool-use.ipynb | 356 ++++++++++++------ 6 files changed, 438 insertions(+), 236 deletions(-) create mode 100644 samples/agentops_test.py diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index cfedffedee3..33fa107b210 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -36,17 +36,20 @@ from .agent import Agent, LLMAgent from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary + agentops = None try: import agentops - from agentops import track_agent, ToolEvent, ErrorEvent, record, ActionEvent + from agentops import ActionEvent, ErrorEvent, ToolEvent, record, track_agent except ImportError: + def track_agent(): def noop(f): return f return noop + __all__ = ("ConversableAgent",) logger = logging.getLogger(__name__) @@ -644,10 +647,14 @@ def send( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ - action_event = ActionEvent( - action_type='send_to_agent', - params={'sender': self.agent_ops_agent_name, "recipient": recipient.name, 'message': message} - ) if agentops else None + action_event = ( + ActionEvent( + action_type="send_to_agent", + params={"sender": self.agent_ops_agent_name, "recipient": recipient.name, "message": message}, + ) + if agentops + else None + ) message = self._process_message_before_send(message, recipient, silent) # When the agent composes and sends the message, the role of the message is "assistant" # unless it's "function". @@ -703,10 +710,14 @@ async def a_send( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ - action_event = ActionEvent( - action_type='async_send_to_agent', - params={'sender': self.agent_ops_agent_name, "recipient": recipient.name, 'message': message} - ) if agentops else None + action_event = ( + ActionEvent( + action_type="async_send_to_agent", + params={"sender": self.agent_ops_agent_name, "recipient": recipient.name, "message": message}, + ) + if agentops + else None + ) message = self._process_message_before_send(message, recipient, silent) # When the agent composes and sends the message, the role of the message is "assistant" # unless it's "function". @@ -828,10 +839,12 @@ def receive( ValueError: if the message can't be converted into a valid ChatCompletion message. """ if agentops: - record(ActionEvent( - action_type='receive_from_agent', - params={'sender': sender.name, "recipient": self.name, 'message': message} - )) + record( + ActionEvent( + action_type="receive_from_agent", + params={"sender": sender.name, "recipient": self.name, "message": message}, + ) + ) self._process_received_message(message, sender, silent) if request_reply is False or request_reply is None and self.reply_at_receive[sender] is False: return @@ -870,10 +883,12 @@ async def a_receive( ValueError: if the message can't be converted into a valid ChatCompletion message. """ if agentops: - record(ActionEvent( - action_type='async_receive_from_agent', - params={'sender': sender.name, "recipient": self.name, 'message': message} - )) + record( + ActionEvent( + action_type="async_receive_from_agent", + params={"sender": sender.name, "recipient": self.name, "message": message}, + ) + ) self._process_received_message(message, sender, silent) if request_reply is False or request_reply is None and self.reply_at_receive[sender] is False: return @@ -2531,7 +2546,7 @@ def _wrap_function(self, func: F, name: Optional[str] = None) -> F: @functools.wraps(func) def _wrapped_func(*args, **kwargs): if agentops: - tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name or func.__name__) + tool_event = ToolEvent(params={"args": args, "kwargs": kwargs}, name=name or func.__name__) try: retval = func(*args, **kwargs) retval_str = serialize_to_str(retval) @@ -2549,7 +2564,7 @@ def _wrapped_func(*args, **kwargs): @functools.wraps(func) async def _a_wrapped_func(*args, **kwargs): if agentops: - tool_event = ToolEvent(params={'args': args, 'kwargs': kwargs}, name=name or func.__name__) + tool_event = ToolEvent(params={"args": args, "kwargs": kwargs}, name=name or func.__name__) try: retval = await func(*args, **kwargs) retval_str = serialize_to_str(retval) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 379712d6ef3..819ffc5bae5 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -2,17 +2,21 @@ "cells": [ { "cell_type": "markdown", - "source": [ - "# AgentOps\n", - "Using [AgentOps](https://agentops.ai/) allows you to quickly and easily add agent observability and monitoring to your Autogen services." - ], + "id": "a447802c88c8a240", "metadata": { "collapsed": false }, - "id": "a447802c88c8a240" + "source": [ + "# AgentOps\n", + "Using [AgentOps](https://agentops.ai/) allows you to quickly and easily add agent observability and monitoring to your Autogen services." + ] }, { "cell_type": "markdown", + "id": "1731b1788d44533e", + "metadata": { + "collapsed": false + }, "source": [ "````{=mdx}\n", ":::info Requirements\n", @@ -25,72 +29,73 @@ "For more information, please refer to the [installation guide](/docs/installation/).\n", ":::\n", "````" - ], - "metadata": { - "collapsed": false - }, - "id": "1731b1788d44533e" + ] }, { "cell_type": "markdown", - "source": [ - "### Adding AgentOps to an existing Autogen service.\n", - "It's as simple as adding two lines of code!" - ], + "id": "38182a5296dceb34", "metadata": { "collapsed": false }, - "id": "38182a5296dceb34" + "source": [ + "### Adding AgentOps to an existing Autogen service.\n", + "It's as simple as adding two lines of code!" + ] }, { "cell_type": "code", - "outputs": [], - "source": [ - "%pip install agentops" - ], + "execution_count": null, + "id": "b6dc3b19889ad683", "metadata": { "collapsed": false }, - "id": "b6dc3b19889ad683", - "execution_count": null + "outputs": [], + "source": [ + "%pip install agentops" + ] }, { "cell_type": "code", + "execution_count": null, + "id": "f31a28d20a13b377", + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import agentops\n", + "\n", "agentops.init()" - ], - "metadata": { - "collapsed": false - }, - "id": "f31a28d20a13b377", - "execution_count": null + ] }, { "cell_type": "markdown", - "source": [ - "By default, the AgentOps `init()` function will look for an environment variable named `AGENTOPS_API_KEY`. Alternatively, you can pass one in as an optional parameter." - ], + "id": "6be9e11620b0e8d6", "metadata": { "collapsed": false }, - "id": "6be9e11620b0e8d6" + "source": [ + "By default, the AgentOps `init()` function will look for an environment variable named `AGENTOPS_API_KEY`. Alternatively, you can pass one in as an optional parameter." + ] }, { "cell_type": "code", - "outputs": [], - "source": [ - "agentops.init(api_key='xxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxxx')" - ], + "execution_count": null, + "id": "d120f777958ff17f", "metadata": { "collapsed": false }, - "id": "d120f777958ff17f", - "execution_count": null + "outputs": [], + "source": [ + "agentops.init(api_key=\"xxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxxx\")" + ] }, { "cell_type": "markdown", + "id": "4dd8f461ccd9cbef", + "metadata": { + "collapsed": false + }, "source": [ "After initializing AgentOps, Autogen will now start automatically tracking\n", "- LLM calls\n", @@ -99,40 +104,42 @@ "- Correspondence between agents\n", "- Errors\n", "- Token usage and costs" - ], - "metadata": { - "collapsed": false - }, - "id": "4dd8f461ccd9cbef" + ] }, { "cell_type": "markdown", - "source": [ - "You can retrieve your API key and view the results of your agent runs at [https://agentops.ai](https://agentops.ai)" - ], + "id": "ef7cb74cb88fae9c", "metadata": { "collapsed": false }, - "id": "ef7cb74cb88fae9c" + "source": [ + "You can retrieve your API key and view the results of your agent runs at [https://agentops.ai](https://agentops.ai)" + ] }, { "cell_type": "markdown", - "source": [ - "# Simple Chat Example" - ], + "id": "712315c520536eb8", "metadata": { "collapsed": false }, - "id": "712315c520536eb8" + "source": [ + "# Simple Chat Example" + ] }, { "cell_type": "code", + "execution_count": null, + "id": "66d68e66e9f4a677", + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ - "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json\n", "import agentops\n", "\n", - "agentops.init(api_key='your-api-key-here', tags=['simple-autogen-example'])\n", + "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json\n", + "\n", + "agentops.init(api_key=\"your-api-key-here\", tags=[\"simple-autogen-example\"])\n", "\n", "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")\n", "\n", @@ -145,47 +152,51 @@ "# Let the assistant start the conversation. It will end when the user types exit.\n", "assistant.initiate_chat(user_proxy, message=\"How can I help you today?\")\n", "\n", - "agentops.end_session('Success')" - ], - "metadata": { - "collapsed": false - }, - "id": "66d68e66e9f4a677", - "execution_count": null + "agentops.end_session(\"Success\")" + ] }, { "cell_type": "markdown", - "source": [ - "You can view data on this run at [https://agentops.ai](https://agentops.ai). You should see LLM events for each message sent by each agent, including the user. All data that can be capture is captured." - ], + "id": "2217ed0f930cfcaa", "metadata": { "collapsed": false }, - "id": "2217ed0f930cfcaa" + "source": [ + "You can view data on this run at [https://agentops.ai](https://agentops.ai). You should see LLM events for each message sent by each agent, including the user. All data that can be capture is captured." + ] }, { "cell_type": "markdown", - "source": [ - "## Tool Example\n", - "In this example lets use Tools with Autogen. You can find more information on this example in [tool-use.ipynb](../website/docs/tutorial/tool-use.ipynb)" - ], + "id": "fd78f1a816276cb7", "metadata": { "collapsed": false }, - "id": "fd78f1a816276cb7" + "source": [ + "## Tool Example\n", + "In this example lets use Tools with Autogen. You can find more information on this example in [tool-use.ipynb](../website/docs/tutorial/tool-use.ipynb)" + ] }, { "cell_type": "code", + "execution_count": null, + "id": "3498aa6176c799ff", + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "from autogen import ConversableAgent, config_list_from_json, register_function\n", - "agentops = None # removing state from last code block\n", - "import agentops\n", + "\n", + "agentops = None # removing state from last code block\n", "from typing import Annotated, Literal\n", "\n", - "agentops.init(api_key='your-api-key-here', tags=['autogen-tool-example'])\n", + "import agentops\n", + "\n", + "agentops.init(api_key=\"your-api-key-here\", tags=[\"autogen-tool-example\"])\n", "\n", "Operator = Literal[\"+\", \"-\", \"*\", \"/\"]\n", + "\n", + "\n", "def calculator(a: int, b: int, operator: Annotated[Operator, \"operator\"]) -> int:\n", " if operator == \"+\":\n", " return a + b\n", @@ -205,8 +216,8 @@ "assistant = ConversableAgent(\n", " name=\"Assistant\",\n", " system_message=\"You are a helpful AI assistant. \"\n", - " \"You can help with simple calculations. \"\n", - " \"Return 'TERMINATE' when the task is done.\",\n", + " \"You can help with simple calculations. \"\n", + " \"Return 'TERMINATE' when the task is done.\",\n", " llm_config={\"config_list\": config_list},\n", ")\n", "\n", @@ -234,40 +245,35 @@ "# Let the assistant start the conversation. It will end when the user types exit.\n", "user_proxy.initiate_chat(assistant, message=\"What is (1423 - 123) / 3 + (32 + 23) * 5?\")\n", "\n", - "agentops.end_session('Success')" - ], - "metadata": { - "collapsed": false - }, - "id": "3498aa6176c799ff", - "execution_count": null + "agentops.end_session(\"Success\")" + ] }, { "cell_type": "markdown", + "id": "2b4edf8e70d17267", + "metadata": { + "collapsed": false + }, "source": [ "Again, if you go to [https://agentops.ai](https://agentops.ai), you should see data related to this run including:\n", "- Agents talking to each other\n", "- Each use of the `calculator` tool\n", "- Each call to OpenAI for LLM use" - ], - "metadata": { - "collapsed": false - }, - "id": "2b4edf8e70d17267" + ] } ], "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, "front_matter": { + "description": "Use AgentOps to simplify the development process and monitor your agents in production.", "tags": [ "monitoring", "debugging" - ], - "description": "Use AgentOps to simplify the development process and monitor your agents in production." + ] + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/notebook/agentchat_auto_feedback_from_code_execution.ipynb b/notebook/agentchat_auto_feedback_from_code_execution.ipynb index bf784889d61..6ea6f662b93 100644 --- a/notebook/agentchat_auto_feedback_from_code_execution.ipynb +++ b/notebook/agentchat_auto_feedback_from_code_execution.ipynb @@ -40,7 +40,7 @@ " filter_dict={\"tags\": [\"gpt-4\"]}, # comment out to get all\n", ")\n", "# When using a single openai endpoint, you can use the following:\n", - "# config_list = [{\"model\": \"gpt-4\", \"api_key\": os.getenv(\"OPENAI_API_KEY\")}]\n" + "# config_list = [{\"model\": \"gpt-4\", \"api_key\": os.getenv(\"OPENAI_API_KEY\")}]" ] }, { diff --git a/samples/agentops_test.py b/samples/agentops_test.py new file mode 100644 index 00000000000..815c83d9aa9 --- /dev/null +++ b/samples/agentops_test.py @@ -0,0 +1,71 @@ +from typing import Annotated, Literal + +import agentops + +from autogen import ConversableAgent, UserProxyAgent, config_list_from_json, register_function + +Operator = Literal["+", "-", "*", "/"] +agentops.init(api_key="6b7a1469-bdcb-4d47-85ba-c4824bc8486e", endpoint="http://localhost:8000", tags=["autogen-tool"]) + + +def calculator(a: int, b: int, operator: Annotated[Operator, "operator"]) -> int: + if operator == "+": + return a + b + elif operator == "-": + return a - b + elif operator == "*": + return a * b + elif operator == "/": + return int(a / b) + else: + raise ValueError("Invalid operator") + + +def main(): + # Load LLM inference endpoints from an env variable or a file + # See https://microsoft.github.io/autogen/docs/FAQ#set-your-api-endpoints + # and OAI_CONFIG_LIST_sample. + # For example, if you have created a OAI_CONFIG_LIST file in the current working directory, that file will be used. + config_list = config_list_from_json(env_or_file="OAI_CONFIG_LIST") + + # Create the agent that uses the LLM. + assistant = ConversableAgent( + name="Assistant", + system_message="You are a helpful AI assistant. " + "You can help with simple calculations. " + "Return 'TERMINATE' when the task is done.", + llm_config={"config_list": config_list}, + ) + + # The user proxy agent is used for interacting with the assistant agent + # and executes tool calls. + user_proxy = ConversableAgent( + name="User", + llm_config=False, + is_termination_msg=lambda msg: msg.get("content") is not None and "TERMINATE" in msg["content"], + human_input_mode="NEVER", + ) + + assistant.register_for_llm(name="calculator", description="A simple calculator")(calculator) + user_proxy.register_for_execution(name="calculator")(calculator) + + # Register the calculator function to the two agents. + register_function( + calculator, + caller=assistant, # The assistant agent can suggest calls to the calculator. + executor=user_proxy, # The user proxy agent can execute the calculator calls. + name="calculator", # By default, the function name is used as the tool name. + description="A simple calculator", # A description of the tool. + ) + + # Let the assistant start the conversation. It will end when the user types exit. + user_proxy.initiate_chat(assistant, message="What is (1423 - 123) / 3 + (32 + 23) * 5?") + + agentops.end_session("Success") + + +if __name__ == "__main__": + main() + + +# What is (44232 + 13312 / (232 - 32)) * 5? diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 5cb9f2da8ab..3ec27e2d12c 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -15,7 +15,7 @@ To start tracking all available data on Autogen runs, simply add two lines of co ```python import agentops -agentops.init() # AgentOps API key named AGENTOPS_API_KEY in environment +agentops.init() # AgentOps API key named AGENTOPS_API_KEY in environment # or agentops.init(api_key='you-api-key') ``` diff --git a/website/docs/tutorial/tool-use.ipynb b/website/docs/tutorial/tool-use.ipynb index 12d0f5a8066..f6fbd4f0f25 100644 --- a/website/docs/tutorial/tool-use.ipynb +++ b/website/docs/tutorial/tool-use.ipynb @@ -26,6 +26,51 @@ "````" ] }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:48.793710Z", + "start_time": "2024-04-25T01:49:48.299115Z" + }, + "collapsed": false + }, + "outputs": [], + "source": [ + "from autogen import config_list_from_json\n", + "\n", + "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:48.853246Z", + "start_time": "2024-04-25T01:49:48.760558Z" + }, + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": "UUID('fad83314-1e2d-49d4-85e5-759cc13eb51e')" + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import agentops\n", + "\n", + "agentops.init(\n", + " api_key=\"6b7a1469-bdcb-4d47-85ba-c4824bc8486e\", endpoint=\"http://localhost:8000\", tags=[\"autogen-tool-use\"]\n", + ")" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -39,8 +84,13 @@ }, { "cell_type": "code", - "execution_count": 1, - "metadata": {}, + "execution_count": 3, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:48.858694Z", + "start_time": "2024-04-25T01:49:48.854420Z" + } + }, "outputs": [], "source": [ "from typing import Annotated, Literal\n", @@ -90,9 +140,23 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 4, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:48.946697Z", + "start_time": "2024-04-25T01:49:48.857869Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": " int>" + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "import os\n", "\n", @@ -104,7 +168,7 @@ " system_message=\"You are a helpful AI assistant. \"\n", " \"You can help with simple calculations. \"\n", " \"Return 'TERMINATE' when the task is done.\",\n", - " llm_config={\"config_list\": [{\"model\": \"gpt-4\", \"api_key\": os.environ[\"OPENAI_API_KEY\"]}]},\n", + " llm_config={\"config_list\": config_list},\n", ")\n", "\n", "# The user proxy agent is used for interacting with the assistant agent\n", @@ -160,8 +224,13 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": {}, + "execution_count": 5, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:48.953345Z", + "start_time": "2024-04-25T01:49:48.947026Z" + } + }, "outputs": [], "source": [ "from autogen import register_function\n", @@ -189,8 +258,13 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, + "execution_count": 6, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:57.947530Z", + "start_time": "2024-04-25T01:49:48.953943Z" + } + }, "outputs": [ { "name": "stdout", @@ -205,23 +279,24 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool Call (call_bACquf0OreI0VHh7rWiP6ZE7): calculator *****\u001b[0m\n", + "\u001b[32m***** Suggested tool call (call_4rElPoLggOYJmkUutbGaSTX1): calculator *****\u001b[0m\n", "Arguments: \n", "{\n", - " \"a\": 13312,\n", - " \"b\": 232 - 32,\n", - " \"operator\": \"/\"\n", + " \"a\": 232,\n", + " \"b\": 32,\n", + " \"operator\": \"-\"\n", "}\n", "\u001b[32m***************************************************************************\u001b[0m\n", "\n", "--------------------------------------------------------------------------------\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001b[0m\n", "\u001b[33mUser\u001b[0m (to Assistant):\n", "\n", "\u001b[33mUser\u001b[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool \"call_bACquf0OreI0VHh7rWiP6ZE7\" *****\u001b[0m\n", - "Error: Expecting ',' delimiter: line 1 column 26 (char 25)\n", - " You argument should follow json format.\n", + "\u001b[32m***** Response from calling tool (call_4rElPoLggOYJmkUutbGaSTX1) *****\u001b[0m\n", + "200\n", "\u001b[32m**********************************************************************\u001b[0m\n", "\n", "--------------------------------------------------------------------------------\n", @@ -229,7 +304,7 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool Call (call_2c0H5gzX9SWsJ05x7nEOVbav): calculator *****\u001b[0m\n", + "\u001b[32m***** Suggested tool call (call_SGtr8tK9A4iOCJGdCqkKR2Ov): calculator *****\u001b[0m\n", "Arguments: \n", "{\n", " \"a\": 13312,\n", @@ -245,7 +320,7 @@ "\n", "\u001b[33mUser\u001b[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool \"call_2c0H5gzX9SWsJ05x7nEOVbav\" *****\u001b[0m\n", + "\u001b[32m***** Response from calling tool (call_SGtr8tK9A4iOCJGdCqkKR2Ov) *****\u001b[0m\n", "66\n", "\u001b[32m**********************************************************************\u001b[0m\n", "\n", @@ -254,7 +329,7 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool Call (call_ioceLhuKMpfU131E7TSQ8wCD): calculator *****\u001b[0m\n", + "\u001b[32m***** Suggested tool call (call_YsR95CM1Ice2GZ7ZoStYXI6M): calculator *****\u001b[0m\n", "Arguments: \n", "{\n", " \"a\": 44232,\n", @@ -270,7 +345,7 @@ "\n", "\u001b[33mUser\u001b[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool \"call_ioceLhuKMpfU131E7TSQ8wCD\" *****\u001b[0m\n", + "\u001b[32m***** Response from calling tool (call_YsR95CM1Ice2GZ7ZoStYXI6M) *****\u001b[0m\n", "44298\n", "\u001b[32m**********************************************************************\u001b[0m\n", "\n", @@ -279,7 +354,7 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool Call (call_0rhx9vrbigcbqLssKLh4sS7j): calculator *****\u001b[0m\n", + "\u001b[32m***** Suggested tool call (call_oqZn4rTjyvXYcmjAXkvVaJm1): calculator *****\u001b[0m\n", "Arguments: \n", "{\n", " \"a\": 44298,\n", @@ -295,7 +370,7 @@ "\n", "\u001b[33mUser\u001b[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool \"call_0rhx9vrbigcbqLssKLh4sS7j\" *****\u001b[0m\n", + "\u001b[32m***** Response from calling tool (call_oqZn4rTjyvXYcmjAXkvVaJm1) *****\u001b[0m\n", "221490\n", "\u001b[32m**********************************************************************\u001b[0m\n", "\n", @@ -304,9 +379,7 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "The result of the calculation (44232 + 13312 / (232 - 32)) * 5 is 221490. \n", - "\n", - "TERMINATE\n", + "The result of the calculation is 221490. TERMINATE\n", "\n", "--------------------------------------------------------------------------------\n" ] @@ -325,16 +398,19 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, + "execution_count": 7, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:57.956063Z", + "start_time": "2024-04-25T01:49:57.948882Z" + } + }, "outputs": [ { "data": { - "text/plain": [ - "221490" - ] + "text/plain": "221490" }, - "execution_count": 5, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -369,25 +445,19 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, + "execution_count": 8, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:57.956696Z", + "start_time": "2024-04-25T01:49:57.952767Z" + } + }, "outputs": [ { "data": { - "text/plain": [ - "[{'type': 'function',\n", - " 'function': {'description': 'A simple calculator',\n", - " 'name': 'calculator',\n", - " 'parameters': {'type': 'object',\n", - " 'properties': {'a': {'type': 'integer', 'description': 'a'},\n", - " 'b': {'type': 'integer', 'description': 'b'},\n", - " 'operator': {'enum': ['+', '-', '*', '/'],\n", - " 'type': 'string',\n", - " 'description': 'operator'}},\n", - " 'required': ['a', 'b', 'operator']}}}]" - ] + "text/plain": "[{'type': 'function',\n 'function': {'description': 'A simple calculator',\n 'name': 'calculator',\n 'parameters': {'type': 'object',\n 'properties': {'a': {'type': 'integer', 'description': 'a'},\n 'b': {'type': 'integer', 'description': 'b'},\n 'operator': {'enum': ['+', '-', '*', '/'],\n 'type': 'string',\n 'description': 'operator'}},\n 'required': ['a', 'b', 'operator']}}}]" }, - "execution_count": 6, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -417,8 +487,13 @@ }, { "cell_type": "code", - "execution_count": 33, - "metadata": {}, + "execution_count": 9, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:57.965069Z", + "start_time": "2024-04-25T01:49:57.958274Z" + } + }, "outputs": [], "source": [ "from pydantic import BaseModel, Field\n", @@ -458,9 +533,23 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 10, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:57.990811Z", + "start_time": "2024-04-25T01:49:57.962315Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": " int>" + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "assistant.register_for_llm(name=\"calculator\", description=\"A calculator tool that accepts nested expression as input\")(\n", " calculator\n", @@ -477,34 +566,19 @@ }, { "cell_type": "code", - "execution_count": 28, - "metadata": {}, + "execution_count": 11, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:49:57.991342Z", + "start_time": "2024-04-25T01:49:57.972554Z" + } + }, "outputs": [ { "data": { - "text/plain": [ - "[{'type': 'function',\n", - " 'function': {'description': 'A calculator tool that accepts nested expression as input',\n", - " 'name': 'calculator',\n", - " 'parameters': {'type': 'object',\n", - " 'properties': {'input': {'properties': {'a': {'description': 'The first number.',\n", - " 'title': 'A',\n", - " 'type': 'integer'},\n", - " 'b': {'description': 'The second number.',\n", - " 'title': 'B',\n", - " 'type': 'integer'},\n", - " 'operator': {'description': 'The operator.',\n", - " 'enum': ['+', '-', '*', '/'],\n", - " 'title': 'Operator',\n", - " 'type': 'string'}},\n", - " 'required': ['a', 'b', 'operator'],\n", - " 'title': 'CalculatorInput',\n", - " 'type': 'object',\n", - " 'description': 'Input to the calculator.'}},\n", - " 'required': ['input']}}}]" - ] + "text/plain": "[{'type': 'function',\n 'function': {'description': 'A calculator tool that accepts nested expression as input',\n 'name': 'calculator',\n 'parameters': {'type': 'object',\n 'properties': {'input': {'properties': {'a': {'description': 'The first number.',\n 'title': 'A',\n 'type': 'integer'},\n 'b': {'description': 'The second number.',\n 'title': 'B',\n 'type': 'integer'},\n 'operator': {'description': 'The operator.',\n 'enum': ['+', '-', '*', '/'],\n 'title': 'Operator',\n 'type': 'string'}},\n 'required': ['a', 'b', 'operator'],\n 'title': 'CalculatorInput',\n 'type': 'object',\n 'description': 'Input to the calculator.'}},\n 'required': ['input']}}}]" }, - "execution_count": 28, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -522,8 +596,13 @@ }, { "cell_type": "code", - "execution_count": 32, - "metadata": {}, + "execution_count": 12, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:50:17.808416Z", + "start_time": "2024-04-25T01:49:57.975143Z" + } + }, "outputs": [ { "name": "stdout", @@ -538,14 +617,43 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool Call (call_t9By3vewGRoSLWsvdTR7p8Zo): calculator *****\u001b[0m\n", + "\u001b[32m***** Suggested tool call (call_Uu4diKtxlTfkwXuY6MmJEb4E): calculator *****\u001b[0m\n", "Arguments: \n", "{\n", - " \"input\": {\n", - " \"a\": 1423,\n", - " \"b\": 123,\n", - " \"operator\": \"-\"\n", - " }\n", + " \"input\": {\n", + " \"a\": (1423 - 123) / 3,\n", + " \"b\": (32 + 23) * 5,\n", + " \"operator\": \"+\"\n", + " }\n", + "}\n", + "\u001b[32m***************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\n", + "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_Uu4diKtxlTfkwXuY6MmJEb4E) *****\u001b[0m\n", + "Error: Expecting value: line 1 column 29 (char 28)\n", + " You argument should follow json format.\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", + "\u001b[33mAssistant\u001b[0m (to User):\n", + "\n", + "I apologize for the confusion, I seem to have made a mistake. Let me recalculate the expression properly.\n", + "\n", + "First, we need to do the calculations within the brackets. So, calculating (1423 - 123), (32 + 23), and then performing remaining operations.\n", + "\u001b[32m***** Suggested tool call (call_mx3M3fNOwikFNoqSojDH1jIr): calculator *****\u001b[0m\n", + "Arguments: \n", + "{\n", + " \"input\": {\n", + " \"a\": 1423,\n", + " \"b\": 123,\n", + " \"operator\": \"-\"\n", + " }\n", "}\n", "\u001b[32m***************************************************************************\u001b[0m\n", "\n", @@ -556,7 +664,7 @@ "\n", "\u001b[33mUser\u001b[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool \"call_t9By3vewGRoSLWsvdTR7p8Zo\" *****\u001b[0m\n", + "\u001b[32m***** Response from calling tool (call_mx3M3fNOwikFNoqSojDH1jIr) *****\u001b[0m\n", "1300\n", "\u001b[32m**********************************************************************\u001b[0m\n", "\n", @@ -565,14 +673,14 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool Call (call_rhecyhVCo0Y8HPL193xOUPE6): calculator *****\u001b[0m\n", + "\u001b[32m***** Suggested tool call (call_hBAL2sYi6Y5ZtTHCNPCmxdN3): calculator *****\u001b[0m\n", "Arguments: \n", "{\n", - " \"input\": {\n", - " \"a\": 1300,\n", - " \"b\": 3,\n", - " \"operator\": \"/\"\n", - " }\n", + " \"input\": {\n", + " \"a\": 32,\n", + " \"b\": 23,\n", + " \"operator\": \"+\"\n", + " }\n", "}\n", "\u001b[32m***************************************************************************\u001b[0m\n", "\n", @@ -583,8 +691,8 @@ "\n", "\u001b[33mUser\u001b[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool \"call_rhecyhVCo0Y8HPL193xOUPE6\" *****\u001b[0m\n", - "433\n", + "\u001b[32m***** Response from calling tool (call_hBAL2sYi6Y5ZtTHCNPCmxdN3) *****\u001b[0m\n", + "55\n", "\u001b[32m**********************************************************************\u001b[0m\n", "\n", "--------------------------------------------------------------------------------\n", @@ -592,14 +700,14 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool Call (call_zDpq9J5MYAsL7uS8cobOwa7S): calculator *****\u001b[0m\n", + "\u001b[32m***** Suggested tool call (call_wO3AP7EDeJvsVLCpvv5LohUa): calculator *****\u001b[0m\n", "Arguments: \n", "{\n", - " \"input\": {\n", - " \"a\": 32,\n", - " \"b\": 23,\n", - " \"operator\": \"+\"\n", - " }\n", + " \"input\": {\n", + " \"a\": 1300,\n", + " \"b\": 3,\n", + " \"operator\": \"/\"\n", + " }\n", "}\n", "\u001b[32m***************************************************************************\u001b[0m\n", "\n", @@ -610,8 +718,8 @@ "\n", "\u001b[33mUser\u001b[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool \"call_zDpq9J5MYAsL7uS8cobOwa7S\" *****\u001b[0m\n", - "55\n", + "\u001b[32m***** Response from calling tool (call_wO3AP7EDeJvsVLCpvv5LohUa) *****\u001b[0m\n", + "433\n", "\u001b[32m**********************************************************************\u001b[0m\n", "\n", "--------------------------------------------------------------------------------\n", @@ -619,14 +727,14 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool Call (call_mjDuVMojOIdaxmvDUIF4QtVi): calculator *****\u001b[0m\n", + "\u001b[32m***** Suggested tool call (call_kQ2hDhqem8BHNlaHaE9ezvvQ): calculator *****\u001b[0m\n", "Arguments: \n", "{\n", - " \"input\": {\n", - " \"a\": 55,\n", - " \"b\": 5,\n", - " \"operator\": \"*\"\n", - " }\n", + " \"input\": {\n", + " \"a\": 55,\n", + " \"b\": 5,\n", + " \"operator\": \"*\"\n", + " }\n", "}\n", "\u001b[32m***************************************************************************\u001b[0m\n", "\n", @@ -637,7 +745,7 @@ "\n", "\u001b[33mUser\u001b[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool \"call_mjDuVMojOIdaxmvDUIF4QtVi\" *****\u001b[0m\n", + "\u001b[32m***** Response from calling tool (call_kQ2hDhqem8BHNlaHaE9ezvvQ) *****\u001b[0m\n", "275\n", "\u001b[32m**********************************************************************\u001b[0m\n", "\n", @@ -646,14 +754,14 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool Call (call_hpirkAGKOewZstsDOxL2sYNW): calculator *****\u001b[0m\n", + "\u001b[32m***** Suggested tool call (call_1FLDUdvAZmjlSD7g5GFFJOpO): calculator *****\u001b[0m\n", "Arguments: \n", "{\n", - " \"input\": {\n", - " \"a\": 433,\n", - " \"b\": 275,\n", - " \"operator\": \"+\"\n", - " }\n", + " \"input\": {\n", + " \"a\": 433,\n", + " \"b\": 275,\n", + " \"operator\": \"+\"\n", + " }\n", "}\n", "\u001b[32m***************************************************************************\u001b[0m\n", "\n", @@ -664,7 +772,7 @@ "\n", "\u001b[33mUser\u001b[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool \"call_hpirkAGKOewZstsDOxL2sYNW\" *****\u001b[0m\n", + "\u001b[32m***** Response from calling tool (call_1FLDUdvAZmjlSD7g5GFFJOpO) *****\u001b[0m\n", "708\n", "\u001b[32m**********************************************************************\u001b[0m\n", "\n", @@ -673,8 +781,7 @@ ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", "\u001b[33mAssistant\u001b[0m (to User):\n", "\n", - "The result of the calculation is 708. \n", - "\n", + "The calculation result of the expression (1423 - 123) / 3 + (32 + 23) * 5 is 708. Let's proceed to the next task.\n", "TERMINATE\n", "\n", "--------------------------------------------------------------------------------\n" @@ -694,16 +801,19 @@ }, { "cell_type": "code", - "execution_count": 31, - "metadata": {}, + "execution_count": 13, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-25T01:50:17.818095Z", + "start_time": "2024-04-25T01:50:17.808502Z" + } + }, "outputs": [ { "data": { - "text/plain": [ - "708" - ] + "text/plain": "708" }, - "execution_count": 31, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } From 33ca96f8031db2c4134393c66e754370a5326453 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 2 May 2024 12:36:31 -0700 Subject: [PATCH 22/75] doc link fixes --- notebook/agentchat_agentops.ipynb | 2 +- website/docs/ecosystem/agentops.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 819ffc5bae5..5028131ad13 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -173,7 +173,7 @@ }, "source": [ "## Tool Example\n", - "In this example lets use Tools with Autogen. You can find more information on this example in [tool-use.ipynb](../website/docs/tutorial/tool-use.ipynb)" + "In this example lets use Tools with Autogen. You can find more information on this example in [tool-use.ipynb](https://github.com/microsoft/autogen/blob/main/website/docs/tutorial/tool-use.ipynb)" ] }, { diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 3ec27e2d12c..1ff7872b10a 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -1,6 +1,6 @@ # AgentOps -[!agentops-logo](/img/ecosystem-agentops.png) +[!agentops-logo](img/ecosystem-agentops.png) > Create an account at [AgentOps.ai](https://agentops.ai/) From 9f7ee2ef3e38aff28c3c6119e5e5e029bca71831 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 2 May 2024 12:39:57 -0700 Subject: [PATCH 23/75] git lfs --- .gitattributes | 1 + .../docs/ecosystem/img/ecosystem-agentops.png | Bin 8920 -> 129 bytes 2 files changed, 1 insertion(+) diff --git a/.gitattributes b/.gitattributes index c139e44b4dc..a1cdd793017 100644 --- a/.gitattributes +++ b/.gitattributes @@ -1,3 +1,4 @@ *.png filter=lfs diff=lfs merge=lfs -text *.jpg filter=lfs diff=lfs merge=lfs -text *.jpeg filter=lfs diff=lfs merge=lfs -text +website/docs/ecosystem/img/ecosystem-agentops.png filter=lfs diff=lfs merge=lfs -text diff --git a/website/docs/ecosystem/img/ecosystem-agentops.png b/website/docs/ecosystem/img/ecosystem-agentops.png index 8a4b3fc4a1fff856caff28cacaf81aefdd213a92..4ae978e8df4dddb73f89955d50b962b5a7ba95e9 100644 GIT binary patch literal 129 zcmWN?$qmCG5CFhGRnR~T%ZoU zW)#)!Up@H)&GUn{J-sHUm<|nidAi?~ z-;^#E>g_;|p*-QG?el$HqyN$T$$1-OteG*wDZXqgz{S*tt~>o=I_2qt%1#2QXAA*j zIi?OKl>4RP)GHM?Bq;y@L6u6}jO}^G_-kL+9Mhb=yvj_*PxNG+MahlL!$W*6A6=9n zF!kNa5E%okKXaxPQayeQ)pMO8Zf4(jNVbs0=!|B`azRIJrmqcsu2uR9iOVM^4d9ws zD^9)UH+hq|+V~#l=7MJ^yG@2SulWE;9Y=xylz+d1O#44bMX%x3Zm{!*fx@+n>ki~> z1DFzO#Z#v7#ZuO6a8nJ>i(+7bFh|C%KYv>$RMphVfc28pcgSdSRV4)7r_JUOu3~kn zgzmUK(R7^*1H^K%AU!tJ@P>VfgS(yGsK(1@L9*m%0S;dR1Ms4@zGeQwwj|kEo;Mfn z1XH5LQ>HSl-VLn~GN1w8S0pZM1M;M5dN2r?U|@Bi>5Sn&f2u0C(S460#jNghw@e&Q zR1_7rHYF}{3{d!3dXg?)HFEBM ze+DXl-M+35bw4k-95#5NPDW)Hl<`tWP|>(^`+pXn@6>E$5v?dnt(xZYndKbR~Q zE}Ir`R8na#ezO*Dmuhp=aFI~ejkV&VG$$eCTE^IdYj5=bu$Nn#U>Cn$)%*P@L*(9n zV1^4fNAH-?J3(R9h^2|aKM+z_{J$)3(w_H^+ly&v!kGF|&Do~^CJ?H5b*q6Y_T+vU z#IvIK|5Id7XlSY|Tl?#{xkybmCr@3~v>z`#;1X<0KS$)b@W4wsF)I?ajAhk1gn~Wi zmoLP^+tg=p%qvT@`ird>GIK1!&*<~S%I;a8HvJ2W=~J|@W+m*RVknIZiKzIT@dWIr zhcoq<(z)z^Gitt(3r#C^3P?cuIZ!iS%&|ETs<|Sz62T8yy>}5Z;5V*vjJY!gmxwF) zSH2xMO3S@{Y}p^of3beU{jr`E*v4co$ZGTr`3nnAL8h@g0iEx0U1a%=G=tk7jDX0+ zm0#&co8!`?145#$ot@oys)YUK!a^$;3}%r1?&q^wx_pRwabomBiK;h>SzvQxbS=pe zV07d9P<%qd*7kJ0g^E-CN%)_aVNUB*GmWA8_5dS5wN|u#b-&@at?Bx}grge7n$D4b zMqog6a`iEB*1pp>BxJ&DT#|w0JxDm%8!oa)g^w;hpj};EO@*)Kqg=wDRa?vL#(Jm2 zCA|tgsV3eDKai@_FD^!XhGpeEw}jn(HYPr7o1#8j;sKpWD?nU{9CrN564H0;d;T7y zYgbD1y-H)B6G5y^H)@S*Bpy|g!k%74y*oZ2-CAyqt*6Z1t-laNqF;Nx)-;V+fJS@{ zu6=dhNTJ%`s$wZ8XuHM8^MFNX^!j2Qpd|O`yO+Rf!R+hmyMWNGwkdWUs6&RT8EWXx%dqlEqeRn9R}U`!%Hm#1L#>`{u3h?oxMROHaZxah~1{tF2a{ zv@ajRDq%h|fSkv4cUzgp-Pz$^=|*}gUGOw8Ij)hyhL?W^hD-lD+pPMw{Ee-$-v>%G zOg|;5=ZOYSzGPcM3pFVW$%arC{|Z9p299MWv(Y>inGahrwFDS=?6o%bn#<%oCB75WQPo ziMvaqL%xWxI~>#Z?%m=-PY&Jp|NVx^$GE;95-g`{wT3Ry-@KDNwPa_LNuIMSVC;sq zc#bJd*tAb@1i2NGLSYfSyU-y>q-&GJj)+xA_!;+q*e+Q%;4Jxo7fT2m_yQj4biVus_pzefUv6>FsB%P}W&tEN) zo`NI?o|G|U^7NXW^``1_^xNez#mzoX&wfHf?A_f+)jO&$*k7q*Nq=VajaCm%e;GHJ5Q)Ty;C*s%pYkX$IiY#Q%>B|ATiwP>FUZiXW@#7Z? z{gneGreIeK65G|i;YgQ9U~Iu3agjeC@|%Kuj2L7jh2JKqQAKIyt)(>Qdj^ZnN`S#EhC@VbE*p?2*| z>7Ky49EK{y)8Wj}U-dYUyl{&GH{BH7@#_MI%3Z8kb%De9`at6Ck_QBm=wW&P)vSAdHBp=M2@hnUpRWvjcjMla9kMAM@VtWDaEg}J95a+T~V|9)O16i zX|yOVD-5U;(%b|#_X1(88>u1uCo{_Qbr$`VJ$ys+wN3s_WvhtXIFysV;iaLd;W{)9 zGk&LY%x4RvQkOngS9Z0xZcb!4idQ?bbVESz>(P>^gva(GIO=}aNAvYGlx_0bY(tmn z=x^*jG@H$W)3V$orX!|&_}3{SJi5X!V1-q*=-Z%PFn_J0aI%E3Ay^E!D>OQ{7|dKW zDkf7NLh0tt0iTKB>wM30Ok+%(ivOV&G5GEUObnpO_u7+w35FIum z3T)v2TQQM~EG;@V0c^-qR1W!DJ*QMy8d|2whZRHp6NHGNOpJX z{c1jy#`}lWeo)s4<4XjEeALt33GxF-B1*N=I$0v+2|RG!I4X2a@qI{pE=}}6j$rxb zp9yD~7%+Z>Ny=GN8XmILGHLE$3?K00b7CBQ0|cbK3L&OjG-Y^(9S2f4-r?0hpZz8_VdQ3O(Q)f zq%Zt9r=gky?sFD+$ChRHe7C3_3*_Wd{+qG4CR*(|P=1Z9AuSP=6VZKW^0di;@7u~G~-zTEO8F_>lhnN!Y% z0~r`M5g3GUpWn>${7$7gUtEdLa|3>j#-0QLm9uTDcVU8uRkuzXPxRoF z%UbvrMK@;MKf~HSA*&(GUtPU=LG^?%cjez2d34V~$d5k$wl>W4$ELRdH+=TSqWGJw zZ=Wy|K3`6|)1YTC!Hoax*6oz0+zSc0Ep?poJoDMQv`($J=Zri^(dT2-&Lfwj59$fx z3Cf8k{Qb!I_!mcYQHG?-sE0lw5)f*bKoxc27F&I3>V!F^$YF0ftG>;BCA@e(kyrYj z?smYJJ#5t$w*Jyx8T9Mr!-at5UkW~Jk?9X0tE`pG9c;BF6iBmLlOtf^pbj^+l9QeA za>xu=JC8ap=vb_D#b??HMc!tdOndmT%CA{9V!@1``8(sDFt2cUA{zcf1zm~~lev^| z%olXrQa}@vPlvaTh{3R>54ofWd7B;u2mxa!i*P^tty-0m<ww#rnFTsnb^YvRz-3Qj|jg9v($~~V+k`ZpKY2TFZU>no^ zc~Dzw0Szhpv`BpyPdZ>w63M9~!UhDF(s&QJe?)P@XEv(u0zo$Nm?hVHB7|`z^-*cJ z>vda2w#&sl3fRfpC(e&|k0eCASjawk!ezDTkB8jnRHQT2r|r1EqzDh-!vdX;r9s_Y$7QYBvOHk`f0J5_Z9X%htpQ zX;?$l7K_w3ruN$pM~))DvK5WWO17Tepdeg@SFp)IrXMSA-unS<$VeR32&Z=^{eAk8 zBcaPc|C2~Wm8RY%(G8vI5k2iE6su%c0%e)GwaR*`&|e=HYFMt%Gg3u;hj%`Rj|fa-iui<#0J8SSCU(YBF+tB(BrRvNWOgbdGcb|qNUuusQ< zEh4Ki{NyjWJ+_U8|YDK`A4of^%c!z4_~dY3tJKyrfOFJ=}_owez7TPoK2J z{P^$PE`eN?UYb8AyLq!B9m=DLNk55S#C0d45JLRJO+D(?0>KXc3AH)sWBS9)XZndJ zGm;|j;k>GoI#Ar!2}^)ZS93I{&444~bE+xoszFxJi8c+hFx#L@-;p0Y%A8Ae{pgm48c$+l zuaNeZW8s;Z^=OCcm>#~KzvOP{-VN}q|BfKgZ=QanTV`_jIEbcAnI8zD?FQI#;!Tv6 zZgf=2%Fe)COQuum>_dqSu;ZBG5o*Y{qwwtwyFNi#r%k_i9HpA8Q(4z$rZN;vw}Tpc zD_5(S#l;7u_9MA&X(|aJY5ED%78BNWMW2PNWP)~?7Yxo0&%aN>^dnPr$Ipm*6c(K)(__fW~z?>9}lZGbqz@KL21%-5*xZ3u$ zh9h#CfSaOv4p=!~C87#%uB8UI^wr==ajk@8#rN#J@!xED(6D z_x^?`f__!`O#P55l$sQvEt53$o~qbE?~bI5HiQ~PcRR^H1{c}xwRY|F>G19OOMh`A^m+gZfhwL|4N_${U6qzt%Se{ET7Vsmbr)?xdiTYr|)h&daC z#DrX{()>Wky7jP{x(Q=Yta7hSM}XOu5SoVys!4H6C`8aY>}UO9If9y8VbuXu=g?r@ zj4S$;RU}Tmby3~nO`|789p9>u8kh@8{BNTwW5jjda^^oeot?LO|K-QP%Cuk5DcSTM zh`Aq*wLX2~_Uj{WnD<<3dU~bo(6b<#+djzY0dxd;zkl>9<*#4V2f1*^xM)cWkPOFX|y|TDVhlb)x1C88Imsr-Kj+3tAuhxd{+UZk%tA78~2Y^J*UcU_TD?2W` z-LK1JsWTUd0K31VD$6oq`kpP64wBaM!GZCCqq5Sok)tr-3b1Pbe2$p}{}3*6EHQOq z85?|yXcPqMsy`7wTm?ox==9yz9|{e&uySwllgLwe<8dYkq`w{0USFlWgb?w`ig1xU zNV!=Ph0N>QXK1WT7!aZ~wvqUn71S}oa`h*WqcfsiHMSQq6Xs;WJv`EiPP0vc3EAde zA8r5A)%{iV;d3yvDW#@fG+k&J_$IfnRlsbw z_(B7}gspu}`H&;|5pr$&M1DvrR^hm*H*rJ61uGiaHTmW9Vh~T%+$F36P2U~aUa`N= zte~t0>}p%R7Ix3pIQs1%g}AFYslIh({er1J>3wg3yElXmLgy_Nl2gI5%(b(L?Qblq z3@^itOMnZ9n2oarwjr~jrX?0cNYu;`%iy^lw9~t+n~!US{(YfHQ~s)**{olcN(1bB z)WcruP=&2c)=BS7<Vi$0;c&6bXZJz-mUYo;DJ15V7E=5h|K5z!jj5(rDjwV#Hae)( z6FBebo6@qtRQ1^nm~m!y;K=INX~)e0eNP3@R=&?GPJ`nWg1+fwOc>-)Gc!R6X52`plN}-^tm02-eaq#dUjJk5l@#xKD?~ zQ3VpTs2=sGB3%#<%43tj6Vkt_ec!+Lt_|A&EOA7V?gI}opl@f(VvD|~23k~Z?hS;& z`$J)*6va!^K7~6;uDc7U(V62h3(fqbZqn)cVBjIu$#IgdpI!qIGp*~S6MRge=^}&v z6dU9H9k?IDVfMPK&Y~=6Z^|R4#?-Yhx&b_kdz44_Rar>=cw=h`+AtQl%&mEB3+=)9 z8wp9cC`7pB3vyJ`gU-LKX4U0C$TNsbDND`8hVH!gf{-jbCOI2~l>LRo_m8|pyv+E2 zahbqxiaZZTG9IN_USfei9((6Cud5|zot#fsB9$@{5zLcNv#7fpKr{5|+u-nCJTT?y z$t&^618%caU5X(-m1%?(77=nIr`jS9Q(BQ;pyp?7GD4y*!78$e5ArfDbfQ3VMB2xtpZU5+Nw45q`k&5<>+tjTU(a`J7TK4-tN8)J)!$LG?#A@L_2U{ z9j#uROSJ2nSjRr7CFOo4n2wB0Hel!Dqz5zmpY*d2ZZY#K%{eA;VBAXe*wzgUyUtMCQ?-6B z`KEqnG2;uC*K8n3|rPFf!-bwxCb!=fR!EI{o2Z0JGQfNUKCsJV~~tF zBtfnQQn~S zu(F+hhn46xesHR>Wou!By@6;r4P(-d-mcfQwclcHU}A#6RH4q*Y<{XazdiO>R~bpQ%$}0Q3$F%-`=n z9Q}pyxC(DMI7K-<5icX36qZ{w*x~c=yn+V8hHbppwZcgS6JIxz+btiZIZUDhF{R=g zpnP5rkx0(5{F%(go1?e<5(y-^Lx_U88QN;yZy*%q?Fs9eAs$ZoMH4})FejcL&(e*@ zMqyNI(QgtRCx%K407b^1Cw`Ycz1X|$yfS91jGugZKdtIf!OO?Th;Fex<}_F~;~v$D zi2NRQ_V>>^@{NFdbkg)4_0H(bS7(3LL2Kt0R-w$#spHr9AG<(bO|E~~HZ<37u!^gB zaaYjURI|3HWH0LMne88q^x)&|>Br|r`Y`&}sl8rdwjj3WjZMp>Cykle2q)Lr$&=1y zwB?{;q+>iVy^IvaGx>_>esgUIAgan|A=mcd>~D!p%^C)9`J+CRvUw)ED*agQbdebi zuiN|7thU%)d%Gffj!d|4C8bWDy+~clNV|z=Rn@IByM85DoXmI7Xi*V8Cusws!LMuB z9(BP)*^$R&7KEV(XDa2Oxr*HhXl1Gz^&Px@!m9*3!X5_0FOw-%K!jw?dp7asn#kr! zdY(^$3~I{4Z;_4rOH1wh_a4K$$y`-gB8~?nO2P|!n-Gy(YaEaMp%vbo19V% zMH9C5=IpE}DFuuakf$mNxFZ zy{>zD1)J4k-Q(j{rg)Y%Ygy(Xpp>V?R-*9S_+Ty8G$KNazXx`_{dn>55J6+Fk*wb= zI8{k)qJ@kH3I(oG+-$Lm*fE>?xE;Z+dy!(nQ@NUpQTgh3zu!`6z1hdX6^~91<#idW zqV~xRJsp|-3xD=yQvF=GUmF@ji>AB(hAal5P}c|nC9~>|UeP6xE1V@i0MqSVf8Chl z=PgzlA^vu*zyA{`{me}DA z?pG52v5!?BlrqLsM9&<9(*nudW)nAA5KtAvL>cm&yIUOCQHI{h0{@Q?)%di2{vDgd z0(Tf0FTtI;Ur6>{X3apFhnwV>{)M<`KhjhrW2#ry-nZN_fB!kh)Kvn|dORJ z7bGSZj~42@jmFWHj69+YCL`e$MhnNA!SaEhNL&WY6SKkIvC@kc5W_C z1lZBe=~4~(M|0|BOAiUlugbEjjQzlRz4-F?f4sHuM_irD&C6h^P6Y1pnOE#!Y!%+L z%lWK>>;sS`VGTa_vElXjd<*I~nfOXf@Gap}p}iRpDWOZO_5P z_I05Pe2-0YMbRcmMrDkG{+APzEwt1Z<5*MnYUUw%Fnn6a0Oxf>QbmlLD@U3p8n>97 zsbYKnM20*zrm}MHRZ3_jQE0#I5Fc^yv~%zL=$hc8%kQk*$io0#EwE;(`qMZ62lHl9 AIsgCw From 690efba6fd1e77a8e494db28f58468abf483d8f9 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 2 May 2024 15:16:26 -0700 Subject: [PATCH 24/75] autogen tag --- autogen/agentchat/conversable_agent.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 569e3fcb694..4227c846d24 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -148,7 +148,9 @@ def __init__( ) self._name = name - self.agent_ops_agent_name = name + if agentops: + self.agent_ops_agent_name = name + agentops.add_tags('autogen') # a dictionary of conversations, default value is list if chat_messages is None: self._oai_messages = defaultdict(list) From c3c58fcfcd195fea4d6e9b93516cda923a74f56a Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Tue, 7 May 2024 14:12:14 -0700 Subject: [PATCH 25/75] bump agentops version --- .gitattributes | 3 +-- setup.py | 2 +- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/.gitattributes b/.gitattributes index a1cdd793017..d7d79176eb1 100644 --- a/.gitattributes +++ b/.gitattributes @@ -1,4 +1,3 @@ *.png filter=lfs diff=lfs merge=lfs -text *.jpg filter=lfs diff=lfs merge=lfs -text -*.jpeg filter=lfs diff=lfs merge=lfs -text -website/docs/ecosystem/img/ecosystem-agentops.png filter=lfs diff=lfs merge=lfs -text +*.jpeg filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/setup.py b/setup.py index a8c5c67ef17..fecb740a67c 100644 --- a/setup.py +++ b/setup.py @@ -56,7 +56,7 @@ "pytest>=6.1.1,<8", "pandas", ], - "agentops": ["agentops>=0.1.5"], + "agentops": ["agentops>=0.1.9"], "blendsearch": ["flaml[blendsearch]"], "mathchat": ["sympy", "pydantic==1.10.9", "wolframalpha"], "retrievechat": retrieve_chat, From 3db70cef947a80e61a391c5581d000e67d7684ad Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 13 May 2024 17:55:04 -0700 Subject: [PATCH 26/75] log tool events --- autogen/agentchat/conversable_agent.py | 9 +- autogen/logger/agentops_logger.py | 124 +++++++++ autogen/logger/base_logger.py | 23 +- autogen/logger/logger_factory.py | 3 + autogen/logger/sqlite_logger.py | 1 + autogen/oai/client.py | 5 + autogen/runtime_logging.py | 17 +- notebook/agentchat_agentops.ipynb | 345 +++++++++++++++++++++++++ 8 files changed, 519 insertions(+), 8 deletions(-) create mode 100644 autogen/logger/agentops_logger.py create mode 100644 notebook/agentchat_agentops.ipynb diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index bfd38a54d60..f203d9d01b1 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -35,6 +35,7 @@ from .agent import Agent, LLMAgent from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary +from autogen.runtime_logging import log_function_use __all__ = ("ConversableAgent",) @@ -1345,6 +1346,7 @@ def _generate_oai_reply_from_client(self, llm_client, messages, cache) -> Union[ context=messages[-1].pop("context", None), messages=all_messages, cache=cache, + source=self ) extracted_response = llm_client.extract_text_or_completion_object(response)[0] @@ -2394,7 +2396,7 @@ def register_function(self, function_map: Dict[str, Union[Callable, None]]): self._function_map.update(function_map) self._function_map = {k: v for k, v in self._function_map.items() if v is not None} - def update_function_signature(self, func_sig: Union[str, Dict], is_remove: None): + def update_function_signature(self, func_sig: Union[str, Dict], is_remove: bool = False): """update a function_signature in the LLM configuration for function_call. Args: @@ -2438,7 +2440,7 @@ def update_function_signature(self, func_sig: Union[str, Dict], is_remove: None) self.client = OpenAIWrapper(**self.llm_config) - def update_tool_signature(self, tool_sig: Union[str, Dict], is_remove: None): + def update_tool_signature(self, tool_sig: Union[str, Dict], is_remove: bool = False): """update a tool_signature in the LLM configuration for tool_call. Args: @@ -2506,13 +2508,14 @@ def _wrap_function(self, func: F) -> F: @functools.wraps(func) def _wrapped_func(*args, **kwargs): retval = func(*args, **kwargs) - + log_function_use(self, func, kwargs, retval) return serialize_to_str(retval) @load_basemodels_if_needed @functools.wraps(func) async def _a_wrapped_func(*args, **kwargs): retval = await func(*args, **kwargs) + log_function_use(self, func, kwargs, retval) return serialize_to_str(retval) wrapped_func = _a_wrapped_func if inspect.iscoroutinefunction(func) else _wrapped_func diff --git a/autogen/logger/agentops_logger.py b/autogen/logger/agentops_logger.py new file mode 100644 index 00000000000..ecf001d77f4 --- /dev/null +++ b/autogen/logger/agentops_logger.py @@ -0,0 +1,124 @@ +from __future__ import annotations + +import json +import logging +import sqlite3 +import threading +import uuid +from typing import TYPE_CHECKING, Any, Dict, List, Tuple, Union, TypeVar, Callable + +import agentops +from openai import AzureOpenAI, OpenAI +from openai.types.chat import ChatCompletion + +from autogen.logger.base_logger import BaseLogger +from autogen.logger.logger_utils import get_current_ts, to_dict + +from .base_logger import LLMConfig + +from agentops import LLMEvent, ToolEvent, ActionEvent +from uuid import uuid4 + +if TYPE_CHECKING: + from autogen import Agent, ConversableAgent, OpenAIWrapper + +logger = logging.getLogger(__name__) +lock = threading.Lock() + +__all__ = ("AgentOpsLogger",) + +F = TypeVar("F", bound=Callable[..., Any]) + + +class AgentOpsLogger(BaseLogger): + agent_store: [{"agentops_id": str, "autogen_id": str}] = [] + + def __init__(self, config: Dict[str, Any]): + self.config = config + print('Starting agentops logger') + + def start(self) -> str: + pass + + def _get_agentops_id_from_agent(self, autogen_id: str) -> str: + for agent in self.agent_store: + if agent["autogen_id"] == autogen_id: + return agent["agentops_id"] + + def log_chat_completion( + self, + invocation_id: uuid.UUID, + client_id: int, + wrapper_id: int, + source: Union[str, Agent], + request: Dict[str, Union[float, str, List[Dict[str, str]]]], + response: Union[str, ChatCompletion], + is_cached: int, + cost: float, + start_time: str, + ) -> None: + end_time = get_current_ts() + + # if response is None or isinstance(response, str): + # response_messages = json.dumps({"response": response}) + # else: + # response_messages = json.dumps(to_dict(response), indent=4) + + # print('request') + # print(request) + # print('response') + # print(response) + # print('response_messages') + # print(response_messages) + + completion = response.choices[len(response.choices)-1] + + # completion_str = completion.message.content + # if completion_str is None and completion.message.tool_calls is not None: + # completion_str = f'Using tool "{completion.message.tool_calls[0].function.name}"' + + # request['messages'][0]['content'] + llm_event = LLMEvent(prompt=request['messages'], completion=completion.message, model=response.model) + llm_event.init_timestamp = start_time + llm_event.end_timestamp = end_time + llm_event.agent_id = self._get_agentops_id_from_agent(str(id(source))) + agentops.record(llm_event) + + def log_new_agent(self, agent: ConversableAgent, init_args: Dict[str, Any]) -> None: + ao_agent_id = agentops.create_agent(agent.name, str(uuid4())) + self.agent_store.append({'agentops_id': ao_agent_id, 'autogen_id': str(id(agent))}) + + def log_event(self, source: Union[str, Agent], name: str, **kwargs: Dict[str, Any]) -> None: + event = ActionEvent(action_type=name) + agentops_id = self._get_agentops_id_from_agent(str(id(source))) + event.agent_id = agentops_id + agentops.record(event) + + def log_function_use( + self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: any + ): + event = ToolEvent() + agentops_id = self._get_agentops_id_from_agent(str(id(source))) + event.agent_id = agentops_id + event.function = function + event.params = args + event.returns = returns + event.name = getattr(function, '_name') + agentops.record(event) + + def log_new_wrapper(self, wrapper: OpenAIWrapper, init_args: Dict[str, Union[LLMConfig, List[LLMConfig]]]) -> None: + pass + + def log_new_client( + self, client: Union[AzureOpenAI, OpenAI], wrapper: OpenAIWrapper, init_args: Dict[str, Any] + ) -> None: + pass + + def stop(self) -> None: + if self.con: + self.con.close() + + def get_connection(self) -> Union[None, sqlite3.Connection]: + if self.con: + return self.con + return None diff --git a/autogen/logger/base_logger.py b/autogen/logger/base_logger.py index 7c35f8a5091..4b546a558ca 100644 --- a/autogen/logger/base_logger.py +++ b/autogen/logger/base_logger.py @@ -3,7 +3,7 @@ import sqlite3 import uuid from abc import ABC, abstractmethod -from typing import TYPE_CHECKING, Any, Dict, List, Union +from typing import TYPE_CHECKING, Any, Dict, List, Union, TypeVar, Callable from openai import AzureOpenAI, OpenAI from openai.types.chat import ChatCompletion @@ -11,6 +11,7 @@ if TYPE_CHECKING: from autogen import Agent, ConversableAgent, OpenAIWrapper +F = TypeVar("F", bound=Callable[..., Any]) ConfigItem = Dict[str, Union[str, List[str]]] LLMConfig = Dict[str, Union[None, float, int, ConfigItem, List[ConfigItem]]] @@ -32,6 +33,7 @@ def log_chat_completion( invocation_id: uuid.UUID, client_id: int, wrapper_id: int, + source: Union[str, Agent], request: Dict[str, Union[float, str, List[Dict[str, str]]]], response: Union[str, ChatCompletion], is_cached: int, @@ -49,9 +51,10 @@ def log_chat_completion( invocation_id (uuid): A unique identifier for the invocation to the OpenAIWrapper.create method call client_id (int): A unique identifier for the underlying OpenAI client instance wrapper_id (int): A unique identifier for the OpenAIWrapper instance - request (dict): A dictionary representing the the request or call to the OpenAI client endpoint + source (str or Agent): The source/creator of the event as a string name or an Agent instance + request (dict): A dictionary representing the request or call to the OpenAI client endpoint response (str or ChatCompletion): The response from OpenAI - is_chached (int): 1 if the response was a cache hit, 0 otherwise + is_cached (int): 1 if the response was a cache hit, 0 otherwise cost(float): The cost for OpenAI response start_time (str): A string representing the moment the request was initiated """ @@ -104,6 +107,20 @@ def log_new_client( """ ... + @abstractmethod + def log_function_use( + self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: any + ): + """ + Log the use of a registered function (could be a tool) + + Args: + source (str or Agent): The source/creator of the event as a string name or an Agent instance + function (F): The function information + args (dict): The function args to log + returns (any): The return + """ + @abstractmethod def stop(self) -> None: """ diff --git a/autogen/logger/logger_factory.py b/autogen/logger/logger_factory.py index 8073c0c07d3..8f133c97ebf 100644 --- a/autogen/logger/logger_factory.py +++ b/autogen/logger/logger_factory.py @@ -1,5 +1,6 @@ from typing import Any, Dict, Optional +from autogen.logger.agentops_logger import AgentOpsLogger from autogen.logger.base_logger import BaseLogger from autogen.logger.sqlite_logger import SqliteLogger @@ -14,5 +15,7 @@ def get_logger(logger_type: str = "sqlite", config: Optional[Dict[str, Any]] = N if logger_type == "sqlite": return SqliteLogger(config) + if logger_type == "agentops": + return AgentOpsLogger(config) else: raise ValueError(f"[logger_factory] Unknown logger type: {logger_type}") diff --git a/autogen/logger/sqlite_logger.py b/autogen/logger/sqlite_logger.py index 6e95a571cd0..78db8c6cb31 100644 --- a/autogen/logger/sqlite_logger.py +++ b/autogen/logger/sqlite_logger.py @@ -191,6 +191,7 @@ def log_chat_completion( invocation_id: uuid.UUID, client_id: int, wrapper_id: int, + source: Union[str, Agent], request: Dict[str, Union[float, str, List[Dict[str, str]]]], response: Union[str, ChatCompletion], is_cached: int, diff --git a/autogen/oai/client.py b/autogen/oai/client.py index 3edfa40d4ec..9c555a38f73 100644 --- a/autogen/oai/client.py +++ b/autogen/oai/client.py @@ -282,6 +282,7 @@ def create(self, params: Dict[str, Any]) -> ChatCompletion: # If streaming is not enabled, send a regular chat completion request params = params.copy() params["stream"] = False + del params['source'] response = completions.create(**params) return response @@ -533,6 +534,7 @@ def create(self, **config: Any) -> ModelClient.ModelClientResponseProtocol: Note that the cache argument overrides the legacy cache_seed argument: if this argument is provided, then the cache_seed argument is ignored. If this argument is not provided or None, then the cache_seed argument is used. + - agent (AbstractAgent | None): The object responsible for creating a completion if an agent. - (Legacy) cache_seed (int | None) for using the DiskCache. Default to 41. An integer cache_seed is useful when implementing "controlled randomness" for the completion. None for no caching. @@ -617,6 +619,7 @@ def yes_or_no_filter(context, response): invocation_id=invocation_id, client_id=id(client), wrapper_id=id(self), + source=full_config.get("source"), request=params, response=response, is_cached=1, @@ -649,6 +652,7 @@ def yes_or_no_filter(context, response): invocation_id=invocation_id, client_id=id(client), wrapper_id=id(self), + source=full_config.get("source"), request=params, response=f"error_code:{error_code}, config {i} failed", is_cached=0, @@ -679,6 +683,7 @@ def yes_or_no_filter(context, response): invocation_id=invocation_id, client_id=id(client), wrapper_id=id(self), + source=full_config.get("source"), request=params, response=response, is_cached=0, diff --git a/autogen/runtime_logging.py b/autogen/runtime_logging.py index 1b9835eaa4b..853983b422c 100644 --- a/autogen/runtime_logging.py +++ b/autogen/runtime_logging.py @@ -3,7 +3,7 @@ import logging import sqlite3 import uuid -from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union +from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union, TypeVar, Callable from openai import AzureOpenAI, OpenAI from openai.types.chat import ChatCompletion @@ -19,6 +19,8 @@ autogen_logger = None is_logging = False +F = TypeVar("F", bound=Callable[..., Any]) + def start(logger_type: str = "sqlite", config: Optional[Dict[str, Any]] = None) -> str: global autogen_logger @@ -39,6 +41,7 @@ def log_chat_completion( invocation_id: uuid.UUID, client_id: int, wrapper_id: int, + source: Union[str, Agent], request: Dict[str, Union[float, str, List[Dict[str, str]]]], response: Union[str, ChatCompletion], is_cached: int, @@ -50,7 +53,7 @@ def log_chat_completion( return autogen_logger.log_chat_completion( - invocation_id, client_id, wrapper_id, request, response, is_cached, cost, start_time + invocation_id, client_id, wrapper_id, source, request, response, is_cached, cost, start_time ) @@ -70,6 +73,16 @@ def log_event(source: Union[str, Agent], name: str, **kwargs: Dict[str, Any]) -> autogen_logger.log_event(source, name, **kwargs) +def log_function_use( + source: Union[str, Agent], function: F, args: Dict[str, Any], returns: any +): + if autogen_logger is None: + logger.error("[runtime logging] log_function_use: autogen logger is None") + return + + autogen_logger.log_function_use(source, function, args, returns) + + def log_new_wrapper(wrapper: OpenAIWrapper, init_args: Dict[str, Union[LLMConfig, List[LLMConfig]]]) -> None: if autogen_logger is None: logger.error("[runtime logging] log_new_wrapper: autogen logger is None") diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb new file mode 100644 index 00000000000..611a4f7b74d --- /dev/null +++ b/notebook/agentchat_agentops.ipynb @@ -0,0 +1,345 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "source": [ + "# AgentOps Observability and Monitoring\n", + "Using [AgentOps](https://agentops.ai/) allows you to quickly and easily add agent observability and monitoring to your Autogen services." + ], + "metadata": { + "collapsed": false + }, + "id": "5a3b20ae8f10e4e9" + }, + { + "cell_type": "markdown", + "source": [ + "````{=mdx}\n", + ":::info Requirements\n", + "Some extra dependencies are needed for this notebook, which can be installed via pip:\n", + "\n", + "```bash\n", + "pip install pyautogen[agentops]\n", + "```\n", + "\n", + "For more information, please refer to the [installation guide](/docs/installation/).\n", + ":::\n", + "````" + ], + "metadata": { + "collapsed": false + }, + "id": "4f9b51b9ec511742" + }, + { + "cell_type": "markdown", + "source": [ + "### Adding AgentOps to an existing Autogen service.\n", + "It's as simple as adding two lines of code!" + ], + "metadata": { + "collapsed": false + }, + "id": "146e926be404dcd2" + }, + { + "cell_type": "code", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: agentops in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (0.1.9)\r\n", + "Requirement already satisfied: requests==2.31.0 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from agentops) (2.31.0)\r\n", + "Requirement already satisfied: psutil==5.9.8 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from agentops) (5.9.8)\r\n", + "Requirement already satisfied: packaging==23.2 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from agentops) (23.2)\r\n", + "Requirement already satisfied: charset-normalizer<4,>=2 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from requests==2.31.0->agentops) (3.3.2)\r\n", + "Requirement already satisfied: idna<4,>=2.5 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from requests==2.31.0->agentops) (3.7)\r\n", + "Requirement already satisfied: urllib3<3,>=1.21.1 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from requests==2.31.0->agentops) (2.2.1)\r\n", + "Requirement already satisfied: certifi>=2017.4.17 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from requests==2.31.0->agentops) (2024.2.2)\r\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip install agentops" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-05-14T00:51:26.992945Z", + "start_time": "2024-05-14T00:51:25.744599Z" + } + }, + "id": "50da532c9de725f1", + "execution_count": 1 + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "from typing import Annotated, Literal\n", + "Operator = Literal[\"+\", \"-\", \"*\", \"/\"]" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-05-14T00:51:26.996321Z", + "start_time": "2024-05-14T00:51:26.994649Z" + } + }, + "id": "140d51d41afe9614", + "execution_count": 2 + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "def calculator(a: int, b: int, operator: Annotated[Operator, \"operator\"]) -> int:\n", + " if operator == \"+\":\n", + " return a + b\n", + " elif operator == \"-\":\n", + " return a - b\n", + " elif operator == \"*\":\n", + " return a * b\n", + " elif operator == \"/\":\n", + " return int(a / b)\n", + " else:\n", + " raise ValueError(\"Invalid operator\")" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-05-14T00:51:27.000159Z", + "start_time": "2024-05-14T00:51:26.998274Z" + } + }, + "id": "150fa4f828dbcbc", + "execution_count": 3 + }, + { + "cell_type": "code", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting agentops logger\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "What is (1423 - 123) / 3 + (32 + 23) * 5?\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "\u001B[32m***** Suggested tool call (call_HF67N53zJqjXLIxMybAn02tk): calculator *****\u001B[0m\n", + "Arguments: \n", + "{\n", + " \"a\": 1423,\n", + " \"b\": 123,\n", + " \"operator\": \"-\"\n", + "}\n", + "\u001B[32m***************************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[32m***** Response from calling tool (call_HF67N53zJqjXLIxMybAn02tk) *****\u001B[0m\n", + "1300\n", + "\u001B[32m**********************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "\u001B[32m***** Suggested tool call (call_L8ZEWmUPW394YeRXbczBM5zw): calculator *****\u001B[0m\n", + "Arguments: \n", + "{\n", + " \"a\": 1300,\n", + " \"b\": 3,\n", + " \"operator\": \"/\"\n", + "}\n", + "\u001B[32m***************************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\u001B[32m***** Response from calling tool (call_L8ZEWmUPW394YeRXbczBM5zw) *****\u001B[0m\n", + "433\n", + "\u001B[32m**********************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "\u001B[32m***** Suggested tool call (call_HPprRyL9eN7oFtvuHFLBeile): calculator *****\u001B[0m\n", + "Arguments: \n", + "{\n", + " \"a\": 32,\n", + " \"b\": 23,\n", + " \"operator\": \"+\"\n", + "}\n", + "\u001B[32m***************************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[32m***** Response from calling tool (call_HPprRyL9eN7oFtvuHFLBeile) *****\u001B[0m\n", + "55\n", + "\u001B[32m**********************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "\u001B[32m***** Suggested tool call (call_KF1l3cCn8x4CEaynTdoEgCBl): calculator *****\u001B[0m\n", + "Arguments: \n", + "{\n", + " \"a\": 55,\n", + " \"b\": 5,\n", + " \"operator\": \"*\"\n", + "}\n", + "\u001B[32m***************************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[32m***** Response from calling tool (call_KF1l3cCn8x4CEaynTdoEgCBl) *****\u001B[0m\n", + "275\n", + "\u001B[32m**********************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "\u001B[32m***** Suggested tool call (call_2DHRlkAuUL8uM9kQVz0sVQQB): calculator *****\u001B[0m\n", + "Arguments: \n", + "{\n", + " \"a\": 433,\n", + " \"b\": 275,\n", + " \"operator\": \"+\"\n", + "}\n", + "\u001B[32m***************************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[32m***** Response from calling tool (call_2DHRlkAuUL8uM9kQVz0sVQQB) *****\u001B[0m\n", + "708\n", + "\u001B[32m**********************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "The result of the calculation is 708. \n", + "\n", + "TERMINATE\n", + "\n", + "--------------------------------------------------------------------------------\n", + "πŸ–‡ AgentOps: This run cost $0.001800\n" + ] + } + ], + "source": [ + "import agentops\n", + "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json, register_function\n", + "\n", + "# agentops.init(api_key=\"7c94212b-b89d-47a6-a20c-23b2077d3226\", tags=[\"autogen-callback-example\"])\n", + "agentops.init(api_key=\"6b7a1469-bdcb-4d47-85ba-c4824bc8486e\", endpoint='http://localhost:8000', tags=[\"autogen-callback-example\"])\n", + "\n", + "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")\n", + "\n", + "assistant = ConversableAgent(\n", + " name=\"Assistant\",\n", + " system_message=\"You are a helpful AI assistant. \"\n", + " \"You can help with simple calculations. \"\n", + " \"Return 'TERMINATE' when the task is done.\",\n", + " llm_config={\"config_list\": config_list, \"cache_seed\": None},\n", + " )\n", + "\n", + "# The user proxy agent is used for interacting with the assistant agent\n", + "# and executes tool calls.\n", + "user_proxy = ConversableAgent(\n", + " name=\"User\",\n", + " llm_config=False,\n", + " is_termination_msg=lambda msg: msg.get(\"content\") is not None and \"TERMINATE\" in msg[\"content\"],\n", + " human_input_mode=\"NEVER\",\n", + ")\n", + "\n", + "assistant.register_for_llm(name=\"calculator\", description=\"A simple calculator\")(calculator)\n", + "user_proxy.register_for_execution(name=\"calculator\")(calculator)\n", + "\n", + "# Register the calculator function to the two agents.\n", + "register_function(\n", + " calculator,\n", + " caller=assistant, # The assistant agent can suggest calls to the calculator.\n", + " executor=user_proxy, # The user proxy agent can execute the calculator calls.\n", + " name=\"calculator\", # By default, the function name is used as the tool name.\n", + " description=\"A simple calculator\", # A description of the tool.\n", + ")\n", + "\n", + "# Let the assistant start the conversation. It will end when the user types exit.\n", + "user_proxy.initiate_chat(assistant, message=\"What is (1423 - 123) / 3 + (32 + 23) * 5?\")\n", + "\n", + "agentops.end_session(\"Success\")\n" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-05-14T00:51:40.996031Z", + "start_time": "2024-05-14T00:51:27.002546Z" + } + }, + "id": "4b0fc9a11f2f4c3b", + "execution_count": 4 + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 3311777e21624d727004d0891e1c61ae11929b90 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 13 May 2024 21:23:08 -0700 Subject: [PATCH 27/75] notebook fixes --- autogen/logger/agentops_logger.py | 19 -- notebook/agentchat_agentops.ipynb | 293 ++++++++++++------------------ 2 files changed, 115 insertions(+), 197 deletions(-) diff --git a/autogen/logger/agentops_logger.py b/autogen/logger/agentops_logger.py index ecf001d77f4..2eb7952eb54 100644 --- a/autogen/logger/agentops_logger.py +++ b/autogen/logger/agentops_logger.py @@ -1,6 +1,5 @@ from __future__ import annotations -import json import logging import sqlite3 import threading @@ -35,7 +34,6 @@ class AgentOpsLogger(BaseLogger): def __init__(self, config: Dict[str, Any]): self.config = config - print('Starting agentops logger') def start(self) -> str: pass @@ -59,25 +57,8 @@ def log_chat_completion( ) -> None: end_time = get_current_ts() - # if response is None or isinstance(response, str): - # response_messages = json.dumps({"response": response}) - # else: - # response_messages = json.dumps(to_dict(response), indent=4) - - # print('request') - # print(request) - # print('response') - # print(response) - # print('response_messages') - # print(response_messages) - completion = response.choices[len(response.choices)-1] - # completion_str = completion.message.content - # if completion_str is None and completion.message.tool_calls is not None: - # completion_str = f'Using tool "{completion.message.tool_calls[0].function.name}"' - - # request['messages'][0]['content'] llm_event = LLMEvent(prompt=request['messages'], completion=completion.message, model=response.model) llm_event.init_timestamp = start_time llm_event.end_timestamp = end_time diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 611a4f7b74d..f896d376195 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -44,35 +44,111 @@ }, { "cell_type": "code", - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: agentops in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (0.1.9)\r\n", - "Requirement already satisfied: requests==2.31.0 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from agentops) (2.31.0)\r\n", - "Requirement already satisfied: psutil==5.9.8 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from agentops) (5.9.8)\r\n", - "Requirement already satisfied: packaging==23.2 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from agentops) (23.2)\r\n", - "Requirement already satisfied: charset-normalizer<4,>=2 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from requests==2.31.0->agentops) (3.3.2)\r\n", - "Requirement already satisfied: idna<4,>=2.5 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from requests==2.31.0->agentops) (3.7)\r\n", - "Requirement already satisfied: urllib3<3,>=1.21.1 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from requests==2.31.0->agentops) (2.2.1)\r\n", - "Requirement already satisfied: certifi>=2017.4.17 in /Users/braelynboynton/Developer/agentops/autogen/venv/lib/python3.11/site-packages (from requests==2.31.0->agentops) (2024.2.2)\r\n", - "Note: you may need to restart the kernel to use updated packages.\n" - ] - } - ], + "outputs": [], "source": [ "%pip install agentops" ], + "metadata": { + "collapsed": false + }, + "id": "50da532c9de725f1", + "execution_count": null + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "import agentops\n", + "agentops.init() " + ], "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-05-14T00:51:26.992945Z", - "start_time": "2024-05-14T00:51:25.744599Z" + "end_time": "2024-05-14T04:06:30.922007Z", + "start_time": "2024-05-14T04:06:30.916673Z" } }, - "id": "50da532c9de725f1", - "execution_count": 1 + "id": "1d87c3c743ceab0e", + "execution_count": 6 + }, + { + "cell_type": "markdown", + "source": [ + "By default, the AgentOps `init()` function will look for an environment variable named `AGENTOPS_API_KEY`. Alternatively, you can pass one in as an optional parameter.\n", + "\n", + "After initializing AgentOps, Autogen will now start automatically tracking\n", + "- LLM calls\n", + "- Agent names and actions\n", + "- Tool usage\n", + "- Correspondence between agents\n", + "- Errors\n", + "- Token usage and costs\n", + "\n", + "You can retrieve your API key and view the results of your agent runs at [https://agentops.ai](https://agentops.ai)" + ], + "metadata": { + "collapsed": false + }, + "id": "b7930c39abd0240f" + }, + { + "cell_type": "markdown", + "source": [ + "# Simple Chat Example" + ], + "metadata": { + "collapsed": false + }, + "id": "698963875466f54d" + }, + { + "cell_type": "code", + "outputs": [], + "source": [ + "import agentops\n", + "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json\n", + "\n", + "agentops.init(api_key=\"your-api-key-here\", tags=[\"simple-autogen-example\"])\n", + "\n", + "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")\n", + "\n", + "# Create the agent that uses the LLM.\n", + "assistant = ConversableAgent(\"agent\", llm_config={\"config_list\": config_list})\n", + "\n", + "# Create the agent that represents the user in the conversation.\n", + "user_proxy = UserProxyAgent(\"user\", code_execution_config=False)\n", + "\n", + "# Let the assistant start the conversation. It will end when the user types exit.\n", + "assistant.initiate_chat(user_proxy, message=\"How can I help you today?\")\n", + "\n", + "agentops.end_session(\"Success\")" + ], + "metadata": { + "collapsed": false + }, + "id": "160f5048a9d64a20", + "execution_count": null + }, + { + "cell_type": "markdown", + "source": [ + "You can view data on this run at [https://agentops.ai](https://agentops.ai). You should see LLM events for each message sent by each agent, including the user. All data that can be capture is captured." + ], + "metadata": { + "collapsed": false + }, + "id": "2cc23493c8c2f6ad" + }, + { + "cell_type": "markdown", + "source": [ + "## Tool Example\n", + "In this example lets use Tools with Autogen. You can find more information on this example in [tool-use.ipynb](https://github.com/microsoft/autogen/blob/main/website/docs/tutorial/tool-use.ipynb)" + ], + "metadata": { + "collapsed": false + }, + "id": "408e2adfc261511a" }, { "cell_type": "code", @@ -119,160 +195,12 @@ }, { "cell_type": "code", - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Starting agentops logger\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\n", - "What is (1423 - 123) / 3 + (32 + 23) * 5?\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", - "\u001B[33mAssistant\u001B[0m (to User):\n", - "\n", - "\u001B[32m***** Suggested tool call (call_HF67N53zJqjXLIxMybAn02tk): calculator *****\u001B[0m\n", - "Arguments: \n", - "{\n", - " \"a\": 1423,\n", - " \"b\": 123,\n", - " \"operator\": \"-\"\n", - "}\n", - "\u001B[32m***************************************************************************\u001B[0m\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\n", - "\u001B[32m***** Response from calling tool (call_HF67N53zJqjXLIxMybAn02tk) *****\u001B[0m\n", - "1300\n", - "\u001B[32m**********************************************************************\u001B[0m\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", - "\u001B[33mAssistant\u001B[0m (to User):\n", - "\n", - "\u001B[32m***** Suggested tool call (call_L8ZEWmUPW394YeRXbczBM5zw): calculator *****\u001B[0m\n", - "Arguments: \n", - "{\n", - " \"a\": 1300,\n", - " \"b\": 3,\n", - " \"operator\": \"/\"\n", - "}\n", - "\u001B[32m***************************************************************************\u001B[0m\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\u001B[32m***** Response from calling tool (call_L8ZEWmUPW394YeRXbczBM5zw) *****\u001B[0m\n", - "433\n", - "\u001B[32m**********************************************************************\u001B[0m\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", - "\u001B[33mAssistant\u001B[0m (to User):\n", - "\n", - "\u001B[32m***** Suggested tool call (call_HPprRyL9eN7oFtvuHFLBeile): calculator *****\u001B[0m\n", - "Arguments: \n", - "{\n", - " \"a\": 32,\n", - " \"b\": 23,\n", - " \"operator\": \"+\"\n", - "}\n", - "\u001B[32m***************************************************************************\u001B[0m\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\n", - "\u001B[32m***** Response from calling tool (call_HPprRyL9eN7oFtvuHFLBeile) *****\u001B[0m\n", - "55\n", - "\u001B[32m**********************************************************************\u001B[0m\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", - "\u001B[33mAssistant\u001B[0m (to User):\n", - "\n", - "\u001B[32m***** Suggested tool call (call_KF1l3cCn8x4CEaynTdoEgCBl): calculator *****\u001B[0m\n", - "Arguments: \n", - "{\n", - " \"a\": 55,\n", - " \"b\": 5,\n", - " \"operator\": \"*\"\n", - "}\n", - "\u001B[32m***************************************************************************\u001B[0m\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\n", - "\u001B[32m***** Response from calling tool (call_KF1l3cCn8x4CEaynTdoEgCBl) *****\u001B[0m\n", - "275\n", - "\u001B[32m**********************************************************************\u001B[0m\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", - "\u001B[33mAssistant\u001B[0m (to User):\n", - "\n", - "\u001B[32m***** Suggested tool call (call_2DHRlkAuUL8uM9kQVz0sVQQB): calculator *****\u001B[0m\n", - "Arguments: \n", - "{\n", - " \"a\": 433,\n", - " \"b\": 275,\n", - " \"operator\": \"+\"\n", - "}\n", - "\u001B[32m***************************************************************************\u001B[0m\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\n", - "\u001B[33mUser\u001B[0m (to Assistant):\n", - "\n", - "\u001B[32m***** Response from calling tool (call_2DHRlkAuUL8uM9kQVz0sVQQB) *****\u001B[0m\n", - "708\n", - "\u001B[32m**********************************************************************\u001B[0m\n", - "\n", - "--------------------------------------------------------------------------------\n", - "\u001B[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", - "\u001B[33mAssistant\u001B[0m (to User):\n", - "\n", - "The result of the calculation is 708. \n", - "\n", - "TERMINATE\n", - "\n", - "--------------------------------------------------------------------------------\n", - "πŸ–‡ AgentOps: This run cost $0.001800\n" - ] - } - ], + "outputs": [], "source": [ "import agentops\n", - "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json, register_function\n", + "from autogen import ConversableAgent, config_list_from_json, register_function\n", "\n", - "# agentops.init(api_key=\"7c94212b-b89d-47a6-a20c-23b2077d3226\", tags=[\"autogen-callback-example\"])\n", - "agentops.init(api_key=\"6b7a1469-bdcb-4d47-85ba-c4824bc8486e\", endpoint='http://localhost:8000', tags=[\"autogen-callback-example\"])\n", + "agentops.init(api_key=\"7c94212b-b89d-47a6-a20c-23b2077d3226\", tags=[\"autogen-tool-example\"])\n", "\n", "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")\n", "\n", @@ -311,14 +239,23 @@ "agentops.end_session(\"Success\")\n" ], "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-05-14T00:51:40.996031Z", - "start_time": "2024-05-14T00:51:27.002546Z" - } + "collapsed": false }, "id": "4b0fc9a11f2f4c3b", - "execution_count": 4 + "execution_count": null + }, + { + "cell_type": "markdown", + "source": [ + "Again, if you go to [https://agentops.ai](https://agentops.ai), you should see data related to this run including:\n", + "- Agents talking to each other\n", + "- Each use of the `calculator` tool\n", + "- Each call to OpenAI for LLM use" + ], + "metadata": { + "collapsed": false + }, + "id": "472fefe284e55395" } ], "metadata": { From 96fda87517884e08fd2e465b14b2c55ba2993450 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 13 May 2024 21:33:10 -0700 Subject: [PATCH 28/75] docs --- setup.py | 1 + website/docs/ecosystem/agentops.md | 32 +++++++++++++++++++ .../docs/ecosystem/img/ecosystem-agentops.png | 3 ++ 3 files changed, 36 insertions(+) create mode 100644 website/docs/ecosystem/agentops.md create mode 100644 website/docs/ecosystem/img/ecosystem-agentops.png diff --git a/setup.py b/setup.py index a4fa4f63aa5..a1ff5be6619 100644 --- a/setup.py +++ b/setup.py @@ -68,6 +68,7 @@ *retrieve_chat, "qdrant_client[fastembed]", ], + "agentops": ["agentops>=0.1.10"], "autobuild": ["chromadb", "sentence-transformers", "huggingface-hub"], "teachable": ["chromadb"], "lmm": ["replicate", "pillow"], diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md new file mode 100644 index 00000000000..e0267816e91 --- /dev/null +++ b/website/docs/ecosystem/agentops.md @@ -0,0 +1,32 @@ +# AgentOps + +[!agentops-logo](img/ecosystem-agentops.png) + +> Create an account at [AgentOps.ai](https://agentops.ai/) +AgentOps works seamlessly with applications built using Autogen. + +Install AgentOps with +```bash +pip install pyautogen[agentops] +``` + +To start tracking all available data on Autogen runs, simply add two lines of code before implementing Autogen. + +```python +import agentops +agentops.init() # AgentOps API key named AGENTOPS_API_KEY in environment +# or +agentops.init(api_key='you-api-key') +``` + +After initializing AgentOps, Autogen will now start automatically tracking +- LLM calls +- Agent names and actions +- Tool usage +- Correspondence between agents +- Errors +- Token usage and costs + +### Example Implementation +[AgentOps-Notebook](/docs/notebooks/agentchat_agentops) +[AgentOps Documentation](https://docs.agentops.ai/v1/quickstart) \ No newline at end of file diff --git a/website/docs/ecosystem/img/ecosystem-agentops.png b/website/docs/ecosystem/img/ecosystem-agentops.png new file mode 100644 index 00000000000..4ae978e8df4 --- /dev/null +++ b/website/docs/ecosystem/img/ecosystem-agentops.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24f81d72e978a44f20a73961ee3ff5574aec8011d686758ebfb3495663663a21 +size 8920 From f0da6be892929718ebba16bcc1866722fe1899b9 Mon Sep 17 00:00:00 2001 From: Howard Gil Date: Thu, 16 May 2024 22:53:59 -0700 Subject: [PATCH 29/75] formatting --- .gitattributes | 2 +- autogen/agentchat/conversable_agent.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.gitattributes b/.gitattributes index d7d79176eb1..c139e44b4dc 100644 --- a/.gitattributes +++ b/.gitattributes @@ -1,3 +1,3 @@ *.png filter=lfs diff=lfs merge=lfs -text *.jpg filter=lfs diff=lfs merge=lfs -text -*.jpeg filter=lfs diff=lfs merge=lfs -text \ No newline at end of file +*.jpeg filter=lfs diff=lfs merge=lfs -text diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 4227c846d24..c19cc27770d 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -150,7 +150,7 @@ def __init__( self._name = name if agentops: self.agent_ops_agent_name = name - agentops.add_tags('autogen') + agentops.add_tags("autogen") # a dictionary of conversations, default value is list if chat_messages is None: self._oai_messages = defaultdict(list) From 0dd15b315bda88addc37c976d7b3c847a23c0fb5 Mon Sep 17 00:00:00 2001 From: reibs Date: Thu, 16 May 2024 23:48:49 -0700 Subject: [PATCH 30/75] Updated ecosystem manual --- .gitattributes | 2 +- autogen/agentchat/conversable_agent.py | 2 +- samples/agentops_test.py | 3 +- website/docs/ecosystem/agentops.md | 88 ++++++++++++++---- .../docs/ecosystem/img/ecosystem-agentops.png | 3 - .../img/ecosystem-agentops/overview.png | Bin 0 -> 241553 bytes .../img/ecosystem-agentops/replay.png | Bin 0 -> 392801 bytes .../img/ecosystem-agentops/statistics.png | Bin 0 -> 236288 bytes 8 files changed, 72 insertions(+), 26 deletions(-) delete mode 100644 website/docs/ecosystem/img/ecosystem-agentops.png create mode 100644 website/docs/ecosystem/img/ecosystem-agentops/overview.png create mode 100644 website/docs/ecosystem/img/ecosystem-agentops/replay.png create mode 100644 website/docs/ecosystem/img/ecosystem-agentops/statistics.png diff --git a/.gitattributes b/.gitattributes index d7d79176eb1..c139e44b4dc 100644 --- a/.gitattributes +++ b/.gitattributes @@ -1,3 +1,3 @@ *.png filter=lfs diff=lfs merge=lfs -text *.jpg filter=lfs diff=lfs merge=lfs -text -*.jpeg filter=lfs diff=lfs merge=lfs -text \ No newline at end of file +*.jpeg filter=lfs diff=lfs merge=lfs -text diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 4227c846d24..c19cc27770d 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -150,7 +150,7 @@ def __init__( self._name = name if agentops: self.agent_ops_agent_name = name - agentops.add_tags('autogen') + agentops.add_tags("autogen") # a dictionary of conversations, default value is list if chat_messages is None: self._oai_messages = defaultdict(list) diff --git a/samples/agentops_test.py b/samples/agentops_test.py index 815c83d9aa9..b493f6dfb56 100644 --- a/samples/agentops_test.py +++ b/samples/agentops_test.py @@ -1,11 +1,10 @@ from typing import Annotated, Literal - import agentops from autogen import ConversableAgent, UserProxyAgent, config_list_from_json, register_function Operator = Literal["+", "-", "*", "/"] -agentops.init(api_key="6b7a1469-bdcb-4d47-85ba-c4824bc8486e", endpoint="http://localhost:8000", tags=["autogen-tool"]) +agentops.init(tags=["autogen-tool"]) def calculator(a: int, b: int, operator: Annotated[Operator, "operator"]) -> int: diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 1ff7872b10a..41beadfa767 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -1,33 +1,83 @@ -# AgentOps +# AgentOps πŸ–‡οΈ -[!agentops-logo](img/ecosystem-agentops.png) +AgentOps Logo -> Create an account at [AgentOps.ai](https://agentops.ai/) +[AgentOps](https://agentops.ai/?=ag) provides session replays, metrics, and monitoring for agents. -AgentOps works seamlessly with applications built using Autogen. +At a high level, AgentOps gives you the ability to monitor LLM calls, costs, latency, agent failures, multi-agent interactions, tool usage, session-wide statistics, and more. For more info, check out the [AgentOps Repo](https://github.com/AgentOps-AI/agentops). -Install AgentOps with +> Create an account and API key at [AgentOps.ai](https://agentops.ai/) + +
+ Agent Dashboard + Agent Dashboard +
+ +
+ Session Statistics + Agent Dashboard +
+ +
+ Session Replay + Agent Dashboard +
+ + +## Installation + +AgentOps works seamlessly with applications built using Autogen. + +1. **Install Autogen with AgentOps** ```bash pip install pyautogen[agentops] ``` +2. **Create an API Key:** +Create a user API key here: [Create API Key](app.agentops.ai/account) + +3. **Configure Your Environment:** +Add your API key to your environment variables + +``` +AGENTOPS_API_KEY= +``` + +4. **Initialize AgentOps** + To start tracking all available data on Autogen runs, simply add two lines of code before implementing Autogen. ```python import agentops -agentops.init() # AgentOps API key named AGENTOPS_API_KEY in environment -# or -agentops.init(api_key='you-api-key') +agentops.init() +# or agentops.init(api_key="your-api-key-here") ``` -After initializing AgentOps, Autogen will now start automatically tracking -- LLM calls -- Agent names and actions -- Tool usage -- Correspondence between agents -- Errors -- Token usage and costs - -### Example Implementation -[AgentOps-Notebook](/docs/notebooks/agentchat_agentops) -[AgentOps Documentation](https://docs.agentops.ai/v1/quickstart) +After initializing AgentOps, Autogen will now start automatically tracking your agent runs. + +### Features + +- **LLM Costs**: Track spend with foundation model providers +- **Replay Analytics**: Watch step-by-step agent execution graphs +- **Recursive Thought Detection**: Identify when agents fall into infinite loops +- **Custom Reporting:** Create custom analytics on agent performance +- **Analytics Dashboard:** Monitor high level statistics about agents in development and production +- **Public Model Testing**: Test your agents against benchmarks and leaderboards +- **Custom Tests:** Run your agents against domain specific tests +- **Time Travel Debugging**: Restart your sessions from checkpoints +- **Compliance and Security**: Create audit logs and detect potential threats such as profanity and PII leaks +- **Prompt Injection Detection**: Identify potential code injection and secret leaks + +### Autogen + AgentOps examples +* [AgentChat with AgentOps Notebook](/docs/notebooks/agentchat_agentops) +* [More AgentOps Examples](https://docs.agentops.ai/v1/quickstart) + +#### Extra links + +🐦 Twitter +  β€’   +πŸ“’ Discord +  β€’   +πŸ–‡οΈ AgentOps Dashboard +  β€’   +πŸ“™ Documentation \ No newline at end of file diff --git a/website/docs/ecosystem/img/ecosystem-agentops.png b/website/docs/ecosystem/img/ecosystem-agentops.png deleted file mode 100644 index 4ae978e8df4..00000000000 --- a/website/docs/ecosystem/img/ecosystem-agentops.png +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:24f81d72e978a44f20a73961ee3ff5574aec8011d686758ebfb3495663663a21 -size 8920 diff --git a/website/docs/ecosystem/img/ecosystem-agentops/overview.png b/website/docs/ecosystem/img/ecosystem-agentops/overview.png new file mode 100644 index 0000000000000000000000000000000000000000..a37b84e76f59adf3d59259aee0bd14deb2adb5f9 GIT binary patch literal 241553 zcmbrl1yo#1(>4kLf(M5{aCZq7+}+*X-Q9yjfZ*=#?iwVxySvNaE_ZV5{l51<`PW_d z&e}7p_a5l3sxIrNYC>hDMc`quU_d}X;Kf7*JprGCZpA2m&RDpoN@tFw- z$chOF;LFbBI~&0vi-`-0pRn-c9qGvKSl%Q z`zThSnigRW@||cXu^0S_@h1rhqv$FKXp8TAOJAhKL^5L`p+GQG|NYM8*3^klOU#hT zb39LPrDm59Zk! zMal1O$ZJb~0kIJzE9d8~_!MZCmLF%XZ{i1LQ!hl0(0hI)kR!MdFME6Y2gE{NOE9lq z#Nq4YVxEJ%Hz`IZ(b!=ryza2(0VxvRB(kwR={KI?i%uFc4fc;cFf8?OVxr$H$EvIw zYwddsRpGa^<;(?%d({zr5HELM5p(0<%tYI|@tAjZtMx`V(%%=MWPUo8JLkA5JXRD#$YEE;5UooX{dj|m0M90Tv`5#JFFcge z(PY|5gYXgZJN|TFo4)YxK)^)xBp{mcQJ|LHKe=zl=a50!`hn+xf!fM`_9sH#h!O$f^w_ysb+&(f79J_;FLNCHF#pXgb{ zk=Bwk$%e(U=GA8$p=KQu-LO0UnPb~Z&H;_b9nK)!6y z(tm)x3yjtx7*^h+DTUc4JMA3Z2yV^3CgO;eyQHtdTin}^X5vUW{vK8~$1^7qZE+;q zz9_)O({J)7>&49({BjaX)B8bpze-^N;)Hw-YYa^$5o((85|jE~2$B8^Va7I8P;G22EJzI? zeCy_hRQ+|8*HNR>;pz>f>#4V^t1B9yc>oP^+uYOtcJ4A31kHm}0+Plv5-SdaicQOb zxS_$1!)^B1^)aajkO*e`-nt9+-j5d%hL8_i^j)m(Ev9X{M3*8x$_N-q792HLX%~AH zk|iidmvt2$lW*<@>K9mAKdO!QO^_-w7_Oj?T^#3_e2B>WLI)w-`d?KEZ$lWn1wFs> z5@Uz*#e7F4#z7*GHzfUxM53_&P8zzgq(kg+50Hg%MB#eM@R& ziJw#S&@7**`Y5Z+%RX3qy?el#^SjZaOUDApK zd~;P(x)!#~#ukd^*mF(!la*rg*!h^n$+^v{4uyLVqt-Mr3GvEV=sKmU7U6Sd<^7J| ztfft+-L4<5%dZ))X{~Y^>RCiM6j~)c8l6*}Gb0ls!==BDF{O*A8?fWFBvr)Iim+<9 z6rXvornY1TVZs~0qrhn}m02&$>H%(ojvo%8uf=a}4^}6h^2R3+X2z#>#kS~Z@*3BK%$yHWY zRA<^1T!?RP|KuWdM8QMJ9u$v7AsxqLheIbytqz*(K44^Kf@g?Nv1YMie6cjPLbp*i zZ0JAnW9v&Z%P{VkYFlg@@9xzv>yr#u4{uE{lqfI?+BF|`NC1?Vl_Qs>+c=wfnulyTjmb6-dMgSMJBM|(@ZY82A9MfSbw#$?uc zk6M>tgdVa!lUSMH%3`|t#-+RH%x1iGo78p21RAQ?`tX~n^+BC2pMf{74qSfMz$W?-rOx7VwwuD@O zj{d2E_C&5ptBJVHjGCRr@g%JJj)~8tO1o>StC^?6SNHCKfRuo{P|(obP@HYy$W-Pt`53+!`eKIU zxU}zWG|fJq8}~}vt)xxTq}rgr5`XHQ8<=gz@n=dDmJcd@e7-wFOEufb0h z9k-&sQLnqr@0o3@x12K>K1chgJVe*7x~HftcWcC8bJ3?G^3t+5??+-Lv6Rq4vs(47 zNwV%_&whQEV~BYeb{MbnV{48#iGk7KP-7`+WsB^le6=03QN5#6f66&?gayqUt;Um) z*3Xtt@vre7C2*zaO6@x1IzCSR>p?9M!k>m&yqAbq96cP)_a4nlkHTnrX&^K*tfdy* z&sg_tn3v%i;;o)qwCdUoL`EVLu=W^<&mNK+ZoV6Bls#>eZvaPRhSGkNl zerO-A?LW!iuCCxUbUuJw@via>`zr+>1dAU>KOWwA!DGVXM2JP41`8mtvbr(juy45< zKFLkz#`il$(r`($X?uEZ2yTYH#%{&77f#7=S!b+x0&2SgI+$*h@7FIxL za(JXWyi7%ed^%;_wpr_7-c;_ldObbkSai`|rD=M4SX+4tc*;j$!d2vC@>G2ZKE?B3 zUty1Qdhgi49p>c-U;tc%lex)sIHK|7bCHNUniNb&!j1y+elXLKNA2l$9W5m-g$Gs!GceDI@ujEIRnoWUyM}6jHRSND1l=r5YS*V z5OClK6!^vhzCl3VWxf0R2~18F*xzFas9#^oLsH>^fbfEd3Gykrf}W&9c%q7Y`l*8t zEr$Oiee3MkE8jFb-?f^5awMpI@+A~Wl z2ghS)eDku&n%K3_#~-{P;J+?>ba3sqn;G$Rf{5@rZs)(A{`uYiyU#5$zut>lHB&Sw zUy%Q=mv1vPZ-}{d_W<4>ME$>8_`hh~q5y@G+dhO0H}?DgL&rjLE65JQJA9BouJib= zL^{DAKL}7!ACtfO^HT_x@%TJEGrw#2&+1*^;K*d+lFrVd6vgd0izH%#xBBVi(a@hG z`Oq_kAj!WFD^ef4^@8BV{3)PbU*AjYx<(oP+buU!8xxVx?E|)tYBzM+E#mz$8HK|t z71RE~QHK}XChoE44xDyd#9I$z;jSIwBw{hdI~%$(AKGjHytf~muakXD?w^zSI|HUL zs$WOO*C%9Qc1@~PgTWycL`9*zU|^8@`=U@;jM*HFb2*zG1pKUsj5 z!2ZqUpS=G4c@fK-L)X1!GCe_w2m%VcB#>M$<`hbc;LJ4ZZmR|OEgu6tU;N4O>7l;- zM+*4TP+!>CW$jHM33{u)A(NH8U4^~_6F3OJ_y21@cr}qk1w#iWCnIAxNYM19hdCjM zERK^MFwC|KwCb$-xi7D-!l~IKj|sk0t9>?~ECa2#nhu~$pvxtD|Mfo${cq)<76Rc{ zl!z8)`?X<+QNPsaxd$E&hLkQ-hHwgFGn6{|T5=D+t>(OYO)Z94+L99t8{!vJe_Vd1 z$WUmw6JPxWD9Ak@h&gM5BLt)bDKxPM{X^S%SCF94GPrjwiJ!4iGkAF*0=Xd7z8|GR^3EtAZ%asp5`&C^i#DJzD0CC*Z`1Q-g9->SbLaAWcMyvhQqxT8Kujib z6=M4g763KNQ}))wpBZ=Xmb6VIl=0_6llX{Ouh?*KJ|9}XaKzNcx@GuBD;-y=!J3Y( z2<-sy5Y-g1quzs>n2lYISyTw;)SnSD&Y+T426lLew@f`jQe$h@VKf`4lTs0G>gkwL#En@gc*w?}Z~ zJ2gq8wD`nSYUf#yt-AEW+mrlZ^*p0|3gBb2(zx`n#T2E zDvQ!YbP*qUSR7%pN`5KS_bh1gaXxS7~Ws4X1L}~fD31+H44MKuoB697c--BfK zr;LF5lM7B-#@r;d_=6I^05N=GV#$yrU7JLD(5%^iTmlOp z?_nvqSK@*qJ2C1@=EAvv`k$l^qu5r-5W>QL@Ciz;ecx!a%4~8wpn>4G+<0~fErj?x zeQSmS>Kkp%0LGvC_5=BzU&nA6g-kk57c*<~pJnG{{#thCei-AId=dVZuMF=MHryX; zp5bcmjo`W+6KtGq7L%d!{qxWNHP|Bra@ssVsPkVk|KGQM;4)o2`1n54uz^C6R9sU{6`mpXYLCybaw(k&gwiN#gEdMb`aAC?5K%pva~ z|DDS&YVdQ|B(*9+h2O0A_r&<(G2lEs+nm2!IAk3-k?QlS=Op|8btbJh)Q~&4I_u-ef^8QH<`Wu1%>DBT5kgIBIC9-HlYX9-`|HUOT4A9x243R}R|LKx{ zmpZDZfpF%iW3$14|IP1z@mWRx%WJ`5_x;CA{~`B(42ZGc-QJ#uq}Xy>)uH}7@yMjV zNZQ+vRQ@ghe@v+A%Pa5U0UP&~@V|Ka&n^BLRPUke$#`a`tgJ0LL|}j{ePti= zB=6ua&C(?S2j(J@A8y44w5dNh>my|_B9loQlGF<@|7VuJL*$=Na>TpF)(A@Ekj4eU zkx9A%rlkC#mjC|8_~PJOf+0it3O4J!m#|P_@+3&mzj#K*0_~7_@3}>yI(=;@{b46% zC0aEP=C|YA1Z{P z0w6;?OvP19?49e{F+M7XVa>k#_nogrzCT}EEqh3%yuxOyk-I8@FA~dTSIiRyjV^Cc znf$(i*y8#?dAiV?IajeR?C0lKK#BG6J2hMQ0vZk@=k>x9T`1!#xJNAPS7>WT*h+kU zVzRxDSOPo_=)QkPJ>()jB$2eiM10NY7WzcyA^LK#E0W2>A!omzXH1T%_B&NhiUHv; zsxp>{r-XpVWA|-wG7|x2^3h60(TB(LHix6BF4sacJX$Svaf~J`C9)mgG=rXJqJByx zNiR15>h}t=t^b!d`X9auoluv7z&s04hJtV=j^7ssG(M194;2iU3DZGUnes>t8RkJf zK6nr5MY4RU*J!)voq+mxClEpiif*r78c(GWlR%pyRIE^#^Zh&GQk5OY=|X*`bQ-4w zAKwr4S!X9PX=V%M>{l-j*$e$Zv$Z$x!Z7}%$E&14`LdyC6`EA4X~#nbUaInZ7i5yD z+dcEcOF7(s*AZf-cj!nt-mlMr-0n{j4HPi~0VxyGpX-2;sml>uwRapq+vW+j~{jbNaWR*V2XfHpcZy=tRhP^OcGy09+7(w z<;(j_(sd`-k$LGA52*ZYUU5vK8-Xh)fl9}Jwf9OZR3wpDo`0MEgoTz}a%k@{SGLT5 z%6^mW>kC35jKkqx#SYW(TaWn>v=&xQfS)H;hZm6q*@r?a9r>d+(;snsM8FqN=&7^& zM73_B2V`ZAZ)5cdfoY>3$=>byzPOL_X0j)Ct;55n`jU`}yyDBp()s=I%upVb4D-(g z=vY|d2zXos);f}-s5c>Ii=rlJT`@+b#lq=(TY-`|@QX zhosc>x~W*d%i-Ebr^WS<^5%#mfWNo4*k>JAu~}b@%8H=`;@?lP_`25bLVFL4YRBMq zPCtpRdHe009Pkz^d`WHP`V(eAhVzTke%-Z_kk;_jry)~*$(Uz1xg=xC zVYBLG7+Y&BnmmyrZ82{{fX+oM9v8x1XCcPb;`9w2Oh<=jGcX^c`a5~CD?x+TaEWPt z)bRi{DwS$kOxe$iH)r|$u-y^md`1(xiOcxogX_a9$Ne?0En2NJO*X@1u+Fzg@kC0b z?32Oi*PPhGF<~fHbb3QspAwbEf@*T4NHw5IbSr^oazjjxEM6T1B~x|9rBLk6^V_BOtlC7}iuVXXt5dIHsI* zUu!Rxk+#;>Bp?>cK0ujr>A6;A#!+n>P_B`9J5wxR(OeF|n>RXZ>tk}5<8*)7EB_Wl zEQU;}Q^6#a&Jb}_RRC2wozwA@n z@H(Dg)w%=st|c>+;trUO3YM!gF&HHvUA8!%l8)*$eWTTBmS(kCjlQGk;6bC27v($- zpO)dd&Tn&b5E1PM)oQuRb^6pGf2uxf`gRuKzP%uyRqatvQ!k*SrKZbiJ0Uun?e1hg z^*!^^;x@MhY1&gbDqXU3JV{`-R4J$DsS%5Yw!rAX*u2Cu&hz1^r;H8u;68Nv(%tRm zF@iIW#DUbUe5PDM;CA)iBdlD*vjcr=tCnHbfxf0?pGq^it*wnH+_-vsyZ=MJH~$y+ zi!CMd*)t7>0fIfS+omb7PJoz!Fnoc@xVCJArJ51PXD@{r{nJSm#Bj?@o|ZfSV)ws? zauDzlUi?c|Ks7ZJJ^6_UwTZ}+>R!OkpYF>1ou`fw0p+@h)+}Td{5v~QUoL6fS3pzQ z4}lB*^g!iM6p>X>4iCZ=pADYmwI85fkOFwSx9J|m3iI6Z-@5IR7+_x(G|1>u8&C3X zEYRh8-aFOR=w{Dl_w?6w6E2&rHv}rjQSn3Nx_-lEHU8M#qF#8OCNx^UzTOlOiMJ?p zIGsNmm%B!<#5Ln~$>I|kTQD{O^8pHKW~s3tecEJ90*P`y6ykWg;9G8)+Gh zr^%*dcy4F0=U4Afqttd@H;LlubW)b;%nLjg%x?|cc@$Xj8|EqYjl$fEj(e9IoYRly z))Vg30*1QT(OZ(IFL%Z$YFQIM#sd<)9^ngoc~74>U}qP>aOf=h>INh*#@vAk-!i+zS#OZuY$gi^co}2L*q* zS}x4#T1NtRn{)1dR3NY8?z^Ehidg}D zm1AjKI<(v!9VxDJbw6@=&@ZZih)y7*ccvg~Wg4+gl!@cxz4p4bDR z<(HKQiJA6&5DNZLvbNFF)#i-0)lAX3k?&W=(F)Uh>Ey)3IgkVjvjUA@xw$)L?w$xf zC$(=ZeJ$5)=POMqowuG^iaN$Y|Cq_)ByYM`)`Kde%0*~hLpcVG^QY#uJyJ+F@6YkI;%}(-a^9Mp=rDp7| zaw*o{;<_w}zIu?gcfnBbmDk-XSbU|T3K9S5N;SNdYHO0U4u{Y@9ZurQwy_k}0OiS& zgD<7B8NQ&)j~1nx;+K1OnuVEQME@c02TQJ;fe)wZ-(#EhPZm8wtk>p-B6>1L= zlxjl0_s)q(bslKBn7QCgSae_0TAcrxH!#E&DNI zdFX0Lb~y^0ON_$>kQnTP$&vOm5(Wjwfj98d=wRT-sbaQ0FkRTky{KQRv-5JR_%t-G z-ecgwqp*awd_1FgBYTuvW_8N0bcCZb7ZyA!V3A9CxzNx}7)ZGekX{NF~M5 zSRS3DkPqk0Jzu1q%F8Bd{mvTy4ICId$c9r5;} z6|iVSbWa1dZ;juB;P51@@9?J1+94@QUi8aH%1p^Rv|yD3Sojq4rSDyOBT}U}KqTM+ z=bKf@@-un~YsQl-{}+UBgjTR#Q$hAmknNW%;(kZnEgLXAWap(f#Gp{IxV=-mPuCYW zuSPhUAXG}f4ely#EtE!oT?k+%RCFq7>vk{!2B|!#c&@3-nZijo(Ef+1)QLS;wW2#JQHka{|dn4BXnFlJ31`?#EDjs*vOhMo*YA) z#wGXw6QA39hdV%#j|Rv{CQ;9vv_B^GtFIB_7GRKycKc)U9?U6~EHf`C~9>yXofE zuH*ihmwL5*`zWm3tW{5g72>@m$#gH7#GYin1O^6J?$?9f!72a;1Ia>uzi$$$(C?rm zKUYzFJ5EcKlz%`^e5f|}mmpX1y%uoDMRD?8NxqPfv+O&QiPnH|xT|5N30lfW-^=IG5QEFLJYPNj_CKf90V2n(&dwmir zyN;)vMyll}IKGJkOcs*FpbWCR0fddYs!Ya~L^RmjH|| zExNZW3x#jG6tu>h*-O)<>>2e|m56IHi|X~3)Li4rmC9mgRGao9<2`P2#EJs* z`V{%ckq3%t*1#h7Q)78Y9AxAiGRPQxm5#k!`_(sU&JFuEv(C42*2*Msb~g4Y9*5Vg zh~orP!J;sFO|{ai-NO|$KHhN~j&MHk$Ic3+a(THm$S>vg6_+fT!Qvh|9iF3nbuR0A zQXkh@;gj<#6%3MvhkIDuy;y{L^B1VkMIt+-j*)CguvM zwT3_GDY;ZoTTMs#@=caRVx{@z=ei$v@_UMTf=2dI>He1(v@$FEav4|8)LSh#Coj3# z)H$df=A*)ktTHJxe&}PVX6G4rYR1*0`wOA;1m?^amJEi~Gy;S3iVx%u7wXO0;(~Ndj;QMz9ymZeWOf0VD?T#m+z9dH3jRMMGQ}&`+h)T`TYJ20BIm2j zJcg3$@plIlVp1ATBx4I-gg`<4S|*vF7{p8t)F%unS;o>k1y9;LWvj(6fi_=WWr^X# zvk4FgI_dwByTit9G4>8Ku(S30#XDq#OsnAeQk&lF2=4KkVn7!Cv**=Z`n6Uj-zA6a zP+fD8XTH1r`oi7&T+F3=K3sfL_yh`r_giW(u3bf)KEBL~gO*Mc^Xn`cdIKN-9RlU` z-9SPk1N{rH=@oeQtY7U~Y|bR>I_ZAC!H|yL4c3uSvb**YZ1y83zRq~JbBG|e z;_2p)pfBgS#yjnNu1_KRQ;pH^{18U68xR?5aWY4gF{>C?-C#5y5lo@!MLfcAyIa9U zq@(s+s0H9#sW-;Cwuskz-ET;9?lLbgvjU3LO2_2u@_Y4=67-+nwIrOgxIP>?k%(5X zanbpVC(AItrSY!_3;fJ!uHbr{o;z)2mQ%I$xVqIMc&{xafiap*o4#ZoDP-hdh!`=% zlvAnQ9=%xog-YPjQEpKEr(SmdSKH0=qG@kAAr3QKGbJ9TSxT20={eKnGdrQH3=?ZP76AD%-5pM|)X zl0zfbUz13jN&KvP?7Wser6_WiYVv!)cOSRxR59(+xQ1~NcvRTF0knp^BJUPmW#7?R2Eur9@fh*m zcQ!RiOWE--_BojY&pT>MTTUevJPqakAUf+|IA0tCF2niAgGR>2BF$&Z%nzza(+YJe z=c^*HEpx!nP`voG8*J7Ef^Tg?CtS8%srh%gCufgY;|=Y-bl?s)jnbPE#~+?pkJj%r zM(uD%a#q4KI+J+U4QFq^jVshTus7TRRs+cL0xU zo0}9uHT!g$b9n~iE1K(C9v>!7lBWq>`Bezl(AGXvsn`&6xl!r;f~d5cWEu@OE#2?W ztIIxlY)bL>YcJ~}8Q4?aWM0G?%*PBHng(f9qrp)Tm-PL4;%dYeB<(w)qEY7jD=4V__ocva71O~QCCBFh z>(MT1Cr<7$i8an<)9C~p`H=G0v%WhNZI&>AHd*9p0cu6X(axpEY8FB6jtlOMpM**U z5}jrvFkj8m>3_pE0BvB`Szc_2G~1dkL`Xf{Tx~soSFOVtE28*!EY%m-TQLF9C#x{` zxBmw~l;q!7Yk!*2az)4CasHCd*`iV5mYV4H_TPk=rIVD$>6PqgIxjBW z_j0@HvD9D?)j|IGn~piHD(YTDT)PC;m3oci16ImSCxm>!QiGF&db1_&YKwcAG~T*| zfe3swUB(-S{a1HS)(KrV&n$t&HTnCAQWFgIYruM)*A-<68F-cDiCn!^e};U(5M7PO z?E!H+W(G&SP6suOQch9`3O^WRMBLgBLqe{%AQ-zJdIUN5LiBHdF69>c%_3B~s-&;W zBWr&55EaD{LYA%0fW$@RGF2A!#j9%|97Zm3Yg6Pgf2(d*D2XjV7I~6mmm6%}y;zDG zd?8;OaK$-U z3Fk&48)QvQ$uF)a!@BZ~!bx|44LH=Ii$npKa@DV3!LUDe zG1+#{!t&oHb{*a(b$lcXDC4OHb|ezYvwimH7*gV^kJn7QKjMzuN};zCDhdr`m(4Ef zD7fv9q7OFr&r^Kz;8G4Kpx#rd5EE*e&6DGj`dB+{GUuKy?95X;uN*kx+kcr3ksG{CspT3uj7OP%kTjN$rtC%kiv53*^wo8nI-mTCF%Z1Q(NX;2{ zgoOZNPV^qMik!}^#&D)kg>^Bw&GDB0h0QC+)jP<|1dqwEPFW|4tF}-)S>Cw+&RUDZ z_B@0%q|a-JOA>{gCC-tPm!f4(?)u7AcC3zK+Ys;K>qpe{yKfY|V2=06Ok4ZV?!!Aj z;H5O2V+a)^IjVf9{7*DHMH$;h5KK zW~EBkqO7U4tOF z*MV@5=|I+Noy)#EyR&QX$+&|~(6H%J4r4W>Lw&VwtM_)prE93Z(9X^7#TmhByIs)U zcsd^@V_u@ah&v1*&ph0W-3j-x;STR!<^$A@!R}B(%=*(k`$CHygx7jyA!_8ME_w&u z$Ez9l$7{EvH3#1$oUCTVN!su0tx00J@0|>*8v!koz;l^!QFk7Nk2n$~?5>)nJ7A9O z((^6k_H+p!a_a&l$xJ^XP^%R|Q1nwLSXmE|`Ll7^D!V}^jcI@HZ|Whwz7$Xk$%H67 zpnn6}x?bSuG-}1kXKS*j$k7jNHDB1+#2L2N9bWSvU=xsFMQ#>>P+eXk1-jQQqQZ}> z4(@G?gsWFA@xiq8VzF)aI`aolnn}t|L#cR5GS_mf7+o z;UZr+4e!51K=%8*J%qEnSmuT*v?xM9y4^?Fo7-j_+3%IPT^iALw$0aTbYD?)7VT2h zp;4*lWg%`WAy2C-6QjFeBW4g%#nI(rvkbcLojml?1vX1l<3^NJyVQ^jD-R#EtjV&; zUi`ehA7qqD0G=lbsgoJaZf~r5(ICB?QrC#qL zhE-;d$I%!zA}*hcu$5IVM}$wSQDwMCy)Ql=X#)x2kLC-2_(lnW+Rbg4(y`HtYFCyd zVdGn&fstq%UA+GZ<2j>&yTCZ(w_46Ok4#Y4Vb*eXC|X1aIY zI`A_8MteSOV8N+!kSUUtJ1A4&d5UwH^{3FpVozX^rV;m@D*pD#i69zP0Q3Y}lr84x zyy*Z;^9*L~LQNHeJ4Oku!suCn(HZ4R1*cD2Pb}dB($IQJl4bV!_PuLtGn&v6>?$Q<*_Gl-yT|VfB94dsn8nwNc>UTG+trOGRm2G) z41(V{NS{bKWqBEHO$WRv8}h^VWrz17;sq2nCH=Y2p8!SD{&S9(Girx^*CU}XyGczN+A<7+&~cMeIDLG|JFoTK)5=fMCE37cfj338U7 z+HK9A-n3(HCP94T8`1H4VV;q&bUBtIKl@1B0tlt#-kSi?bV5a0@G6zp7s$8ReYDJQ zwyOl>eP%IZ}Q1aod5?qIZS&->>}?b71wZ%Z~^vg++y zI=fYp{azy6F1LWyyk_oXGu%z3ILNR%%V{b1-CY3U?r?m9S#w)b-ZW~N$+qA5^Kyp* z-Gf%hQ%u%S97D;D4=F6gbb)!J0Z=#Jl9+P=cLD7HTRf+d&A_fLf75B%D5@R-JQ^?g$FFt7u@7o=3eH&G^Kvoe4tj>?d3=rYHt|bay zKM9o@Zml%T+k6H=(tV!aJskDr?(Dv*cHGbIuLkIp)jT{tOvab8I@;g2a99rTw(B$V z@c5`Vc$R+~Sd(`OMDg_PLz6%sN$9Q^;SX?AlH4yJ|5C0VP|~ZXXVCMgryW46)lveU zYDmLXC7nci^{6cwUCMD&Sj}JXdYgECox&*60JSC?ksp4ds%cBFOomQ=HSC5?RPEBp zQy>$9_>$YN!e`cCsi#dwBq$GIIG!PORy6~TU{P)^eloy*hN0No3 z`T5HAoKLJa!|u)}6XK;EL$4WLkohKx<^Jx@s^|3P0S&q#xfeGBxGf7;xQwf{fU1lc zJ-(m{4}a*b4PW~Y)eBNI@26Gbu{ZZ|@UCRjYah3S(T%O#&i*>;*HlUV~{haR8B#8=E$%twxlh;g9#* z!V5o}t5hTAil|Aleh91LM#ZaCX?$PFlp(bndEcM04+IV=xIWjoMp(W15!shN8vwd( zdb0@5o{IZ?hb{)@{C$opNq|sI?fwX1cPYj4%TrXGZu6eWfSep%gPi^ZSop4EMBl3h zYb8DVO{+E5s@EPTugci3o!woiX zKI)w)+VF2{(d8bgRTzbvanzGyg$wd!J1R8A>*l?OvXOx^C%yzjhYKg7cG9B#?hwKJk&mYq zV68*BW}(3?|53JWeQqC~hZbve9Hm2g!GmXgeyjHIX%wHk5yR@=yI1_0NP#_PM=0l) z7rE0acoQwFWM+LoU+P?MKB(6jW1Opzp$c6Rcx`BvOhFb`5j6Z5gH`Nd#7h)(uCI3B*K2i%2CeD2t&d zYO`IFZWIk^o@`=RUj~({q zEsZTPETKgF1@Z&YEw;_Tf1OM3nM3q>)beQT`(eT)no%Zh8uTDtDox*yQrs}N>6cOa(9}Q8W|LqdUEHBwHQWo zC)GOhl5+3&%}P8Sj|op!N#sObIDRnjfMie@LYk_8F);Vgtm4srv7hMy-exVoOeM8 zLwe&EkB`mb>bot*NVh)(MB;VJnLT88`FI|wT`H;ojGiaSNABVooS0~c>+uWTZw`^? z{9e-5+nG0r8$S{gX|+(sQ6U*@YrYOr{bbCIL*D=JJ5U{e6KR4+$Etgq*BdnR;5?t~ z`ab&;3Cy!7L5KGB*&@oLE3G)vKs4EESWYt9! zh7SR@l2V=&%^*PyjC9hM z^aNTRqTF96mLC+G3i&Wko?i%SBSta;`}OEl<*JM3{I9TBy(z1UvSs}|neO|&|51oC#>100hUZOddS(g}|Nb|#?n)}Na-N;Lx)D4D1pJE0wx1gXrW3}g&mL6QC;%qMZ9UBcx}DhRLFi-C2n8|l8nd4 zhixJ^Eb`;1qEQlMW|93CD95%iLj3Tr!py#-T!xNk`?=%!33QFMKTDm(6IO|0bsDKg zMWMbY7qG@JwK%H|2?1eto1FQ%sZ7ql<#Q*ns6Un5GCv)lBP_pf{SpF+qg=WA?Q(xu;3mN3 zsYHot2v9(wspS+dj`%dUg%q!c_Xudh9++)#nugLYHh9u|rZ7%3ovmSD1|BiJb)u}i ztHo?g@iiSTQ;l>a7|HeX_pLzD176q@Z#6 zIbhZA7vANG)NI{@ezcfdOPvCN5FUUSPgAlc>&8Bc2l+-FXklI*FwzVDb`Qb)Nk(9B ztw-PBC%9qtpb9I^e6wDxa}1rsTBiw0KCo!Tn)2ht;|_OX=|*G6PQgQ9SCXdhhb~wT z!pQ47e+uU*U334tKt7&phNRxvJ|S&ZPNUuF!g08t+hEW9YHn_s>`s)qb`QFaM?Y{| z(W%u5uF@EfS@juW%0GsO0h`3=N?Q#VvGgb7Dykv%8-PUyb6GyH zN1U{UMD?qQE)^&#q*`Hlyp^kFmub4Hp8|jFBo~zdc6h7B%GU1Oe_LK`7W;^_gb{1; z?EfT^ETi}+IK-926;=ZHK}`&7c7c^ZBRKN&7uf+&a58_<=y`O?leNwKD48Xx=FPc6 zWbQ?jA!eix_NG6j-RDo@k*>s<{%IgXQ#0lhyCIY3`2@q%vH6X8e38MEvhX$*hiQpt zWG37d=kQlOBm4mQisB)9U{SO^r*_Y*-_2~fh0W`cBcwnolj7;?Nwmwv#-!us34xR| z=Ya@=5q?CCjj7lE7}qEPx)NZqTKa?J#`PHe5Kfr@HYv>>jrTF7 z7wD$LpC#HaTDn~Y+(bC$m^!P$4XtA~ou1)!SGbJ+IFCrult`;{8ZL98h@L`a%9^Y?MO4T&48QR*vrvt@jI%@YUfbMIQBexMa?k zju)?pC6y8%jNy=&OcM^F+)7?{W$)KscZ%1>c+;xVBobV$w#d8|kE1jaH(zJT=@(pe zug0iKaY~hlQcEN2?4l;&EH*~N9a|uh8A7d)Uyv=;-f=tJD?f42T3Fyf?d+98fzZp2 zVWFL)PBC4n^G~}?D0Jm&a*6fa#7%E`W`A%wj8EWVcRHM5VHdL^Ju6}UWOfi@SJQE# z6jx};Y<$8N>~;=&HK3i<;r0}%ia(m5k;h;>S>FGBvvUAcp)VZ0AS+9^eY!v!nUJ{8 zRejO1`)XZ2<#ke(3@?$?MzrDDv~|99z2ZmPFSn%s$1+4 z6bgCaZ@`AvdZ#OKO8K0cYvUmW-D8xTp8??E?Tbw^z0==6UFqJdL+vk~oSueoX;Udz zT1!1T>}j%lKi9$O|5%Q zbrNZnBoltTNa14370G)08I!6kM%^4>Bq zpnvgXv1Z6hVYerl;_JG(66H`^yw6|9h_KO=zP^+EtKCx8DUR2h)W*U7eib50XR%i$ z%{K2*!uE{7_)9l>4p^qE{aIY%p0z-eu_XTKLaFcjSJm5v2T5P<=)%>o&sN%Ha(_zZ zpzs^E>zyJ~{8YRIVss?!?xW+v*0AAL@yGIBn(d=6DnfNfTUgHRrBVIPsewCfoUZq( z8N(--$>Y!&gI~GEY7&=5KPAX%ZBj62Co#JT?((q?tCSUbdwKlo$0<^3wW)8@@84nE zH0g>91;Xx^Bogxz%Z+;eQ~EK9hg0X3gum_Ll|T|b=U041qW^NuNCJJEPj+Xc5E?^L zq_<7F1>w8^>%yHuxe5tW?;|7R;GE;d(J-AH?pCaKGu15-bn2R4GXouH|0g(5=Fc0t zC6q_j2OaCps+x_sX;w-f_mxpmwQIvlh@c3F zfT)BZ-7Ou0v~;I*cMdI}NOyNL^ia~MgbXDy#0(|f-T7_sJm))SJ)Zad-e2FJcP-Ye zVegrJU-xxiU6YUr#Q3_&Ku+tK6q?M+j2^>t=2{c@z2_kf56VRvI)|-0J6TPyXqOu7 z=Q&~6O6HoymGaqQDK>kHoDU8jZB5Api$e-WPdoc~tL^t65l+3Bme0||a_mGjFOwbu zrD_M-(Bam7ia znS8KL?N98a!K|n~Irea(RLgborJ?=9yqf$SFt{j6qdGgCQ@t+TGqu#91EM(%bDE#{ z<}I^rn&0xyP!UU7yP$T5FgrY-VwUor$d2-u`A~lTLj&IumYy^^G(6hKj1vv}!!ub! zg&b%47^&I*V|Bx0@-4XvV~Gr1%cDeS98{WVf1@%^Opd-~!PLV4tcKmWn;hkY@5KMy zjf9^s?^s#j2QsbOY*b!}(Px7_!gjLnjs%Q^PqO#gBBisLp6hr#y^>jWA{Q5*Cg65D zdAj?J(_@K!PT*lm(cb&=?E<-s1b5Zqdh@;uwCbEE7FV-m7fe&}kLSQw0@rN!szPc6m`7Wc(9%ppg59~U5p zlIu}N2I`AY@soIAj8wHm|76)*hgK;c<&xE<@I*UboV&Co2)8RD7h)_uMECOKYDO^R zQ0%im^FCHnnE%@>iNBjgH&-e&kep7oRqU`+{s+3=)o>k=5{X*xinbq14^EVV0ChON}^vN9>X2bg2HeP@;yvBg@&CMud=-0}`2Tn@%* zz#2Kh)72Z@F=6~&gnN_t!=PLoBn2_j%sM-qAD8O*-jGT(y_T}!TuF-K`L&r&S>7O2 zFHbMqsitp*YI5nUbwDx3v;JP4j5Gnq^adB3g6+ti=~tq{3ExG9={;+Vdw>ec)RqLX zeEJc6oK^utdn^wDqmbV7(i**jO2BT~;|Vk8w>sp3x$3^`1>Jv0EO1qBi2v6tfbgSF zawrJO}r_Q}5lOICXRd4%7hKSZak>RrWf$MOKE40>D<6SezCF|Aan4jajt=-#S28*bCuAd6p zP#>;L`w4t@EHmBC2v|l`Y*P((cfGJD$1O<7ky$|hv&Dp-p3&6xGMZ4`| zs<1%f3;Li3ey&Lmg!M=d*KsLd>i~5Dm(Lh|OMr6zN~)4Vb*M6pF+2X!>V701Ha2xf zmO^)r{0sd1BUnCu{Ff0LPFLTIn-$zKCf<|#WJxMrg76`Rjoedoz~ z-$*WgDFsw+Ch+3X#tuI3ibwJ}t86XV>Q*u}9{?H*lAPBCO(vhvJepsxR2wL3__WyK zP^!7_{0woPR8%%RKJpz%v@}!6B0V&cTT7|k7-?)D?EzWYc_W&0WctU-S+Tq1y@3oY zC5fJ%d*XIuJ}Z7F9kPQr9`TWFF^cCJ>&Nhu!1Pu(3jYJlCyD`ne1-n}*?V`A_ZFp! ztA5^BIwpCYy&DA19S$~IO7jWq^1|P&JRV(Q;FTVT1Hx?(EIXj0$pD8|uoz<0|70`S zX?0|DWnbHUdcWkJ6%o8q1#)XPnLR5v&C#AvRQ{sx z?Y>YaXwq|+2bA4Siho-6*q?8_r8`+e+ANhr+C&khe!f#~_<+vH2qq{HA)Qc6K>+Y_ z<)btYr7)hpydVv9rSb`c`CR*Z!LLi*mxqmVGQ&mtqf=Wz73agbeYdstGJ02^MSr%ce{WDql?+ym~2cZx6 z*&pw}>=0f2p^ENhHV9~baoRYcS*>AX9Z37Q$M!_PY{zVsrb^86l8pDw z>g&{I!(HX0;DVptUZ9_1EMa8=0xvqdoce$&=FTueO8ZjIdIz zd5>NR$emD}$@zb4_h0h_dS#rwYb*NFc_ut)Qpf_BRc((HM_R0<360llrxw zWH%h0=)Nl`P92`qdw#uc%kHryl9Z0xMK4qBygr(j)`Vuy+p@_a&&I*Fy?@$y>p#(|>p268H!`x+|qxSwz zOYct4>+g1F_B+&s@pPsx2EQ_BtWTrs9V&b?S_NxtX5N5mO<72eNyZUm4<>-pZc%)0 zhw%ty!KU*3GXKY%K3`dBc1pAgKmlKwHln6A-1beQmWNH53MI0TSRQ+Td&0Uo9~dRj zr;?+URhW((rGXSa(xXyacX}${G9GZbf3b9gzOG2w_CDjlI9l=UB#gZ`JkDzn3 z3-@Y^v9yzO+!?kfh66uZuer6hI0-H}z2m8#C^=T-b8b($Cc>T97+x^DVSAtncIisu}3%2q(8l!W?>-7@iT!Tr}5BJ z1N$KOm+iLU1xOen-mX{^PuZ3W(0`LlAdUYV;#vVe{O(q+)f@@0K07ne;nHzB))+b3 zgIQX@vL&5j6m54Q*FYa;vJ*WqiwU1|MTTjjxU6&2mJV+a!7p-rw3d>td;tcX2n1yc36s@9FGW9PYhg(c?CXmsY=MK29w4U-4^p z%Q_2&Y&u(jL88UGK@X9lu=RfpdTb2~ zHx2xi?C5s08<&Ldc({}#9Os;ioWLukNmgMjD$pkmk>SxK5A>Bp!d8sd_50))oUwBK(aoykl)* z6n2dlRmO%aFG5Hr)KRR~kLKH^9Wpys>|^qNRs(gU5XmG~lSncid@j1qF>H_Sv9U4z z@+nY8RDp(x((N+vh&w=K*ce=i@nD@8XC1 z3GjB^+ENkzpPsyULAJivW!q}O_tg;&#IT_p)x_i`ylxa{gY@Z_9{sHjzgoZv*d4U~ zUE_{tjDxzy_wKxL7vq{#@iaX%JS(5$ouTfoRIX2U_$hOB;hyKKyV_MjHLBP75%VnA zhA_w$ganjBX3=sa5A9?j2ce18SR%9;{S2`G>K1QzFd%*v#qIbO7}pycH|yxRx>v() zxa8@ecGxGY_dRhjQKI+pU)2PE>z=Q8;fJ!0!yzw2a3Fv2baQ)Na>8*jYiuCn{?{Tw zR5Vna>mTv2+Y>PG>8VkRj<=@sWLAd;D-;ZW%v^Hwdz}j3SBM!JE?^2U%_=8D>+!OJ zQ!wbXyv2|QTIV_ikr=g`qSN_(iilX!w=Z26P@Gq%<*IhDwxTrb?3giMut!U&6*Bl_ znr<^TbP|)h@r*mftw~~eX0+G;1K=RSyWXok9~5e*n;XP;M2+ax()%42A@1zI5~3V< zWW#$z#PAJvfV|(Q+6PQaVxh)3i-z>cuPa=uo(S*79$tKl&%kkUacO7D(3q@u|IX@Q zFG;+}CyO&UuwA_Jiu3f6tVsd_)aQ%KTs~V0V+Eg9-nZKXqt2lkdob8mys)7)EKj_c zfWUxW&$68Tff>=%FTJf-siO4HW{UzQ8b^W1RUQ?+0M!ZV*)L?RB7;B(sMr(=T488| zB590g%eZURxr9;6)o7Nezo&^@SgPRS^NLrwKQ@p$DMybz=O~Ml1(}W8rbBR+v)A8| z*5jwgi&t}_6#$u`(I_d+w5-3K95dd%=Yjcx4rQTO?V>noNlmZ$1pdo|GDPlly2Avz z9=q>|D?-GHUyMhiEo38pm{GK4s;z5Prld4V4z?EOTPKaAkfwyc6rEXDWg2R{QO#9+SQyQ>qbC`D`10BuXLYJ*wU4nX1d*C`Ry(B-b>eY%qk1 zD~P{@?&0fwJPl%c5c!u zWEW;FRAQKZJ(`F?D|~whjpfr|J>?HZtJrP!Z}ka%#u5}xH2tz=I1t958aSbBFzltr zDqh9kuHQIlSb!mH!FINJJmI9&`=n#+-Md{ruzF?5(@^zzhvoj4_vR?#(rtXM_k9d9 zMc9%$pNSPlN1?aoB>Qvk{dszc-^p9jD7W_)&fc%ss<%22%>#G=Xnz8x0dPF z+^j!{!Of91B;j3O;WYTdnClx4F#P%*qSy`TGxk@ZJ91;L`U8}Jrk9a0CVlonxQz^@ zWRbXdxk|eE^jHLgJ87|OmVwruygNbs{CH1v z)1)w%nwj@;#_O(`cVkDa=a{hhF!zPx~8g6!IXqeouo}w<(Gn1m*1n3l* zZX+*x?!<5(7Zc%%#>U2z7ke>PRWX%oo!u--{AlFGo};OG0j`s?Ke9Do_E$|`u+m?? z;o+X0-9#K8sPaX4%D&ziNX2~jlFzMiiq9Mvh4p)G-R&%!f18Km8!VKVaz{nTb7p}= z$g90)9dL^jvj<)pZO=+Pl58phvbjzN3&x;Gc%0&E3NjKBThQ{V+;+NPcIrfx;@JV= ztK{G~+QDWt%fP1;v5E~m!!c9?tJYVkvD|OquZ6pGeFfp%bahlBEiR*hkDI;5`Oh3&l(z6FSd zj>%54Iv~c9()cu`FGDOTzt-a$;`wtA8OS}LfjkhQ0YvlacLeCS?pK)R&vnSoU%uYb z#5s&Uy~0I!V0-LHXY?P;sExCcYiWBhDVxpls7UA&kpRPJs12u>g}t?FnB4b_DqBc8 zRHkwiZCdZXSp`}%4B)FW)$W(9b4P1%|4$L-t%)Df`XXJ`rr1YoeJ;40l@CK1?s0 z1_@<+m@{cOI(%Md-mi4DC0}H~-FF4_cm&oJR;;pe_}$|i=UwU3a_w-cDqvUoMXNBe zj_&b6KK@7Q3ZwuzohNoZpGlBH&$w@zHnz#V?>sm#AOKr#rp9AH_%w&g!{H}K8E=8% zwz`EO6S7px#rGok>jCa-dPOwJ2u)Ypw482SaV5lPUy*FF$-(+bMn}CvIL5+24xa1P z2VWK9&6V<{vJMeih1Apxkla zaN~EtXDEreb6lg5*oG7XuK{bAQYg^fM6`qM`2nrdLqNu2b;qZx2xv?I8r)u<&0Z-i z&C;0kYc#vya+po3f&!eK?JJ+*c(W%{=cKF!p+f1KJt zFHS0q4oqtiS@kc#(s}I>EEP}v?yG@deGKwqUy2%rtR<}EU3ofRE}Go5d}nXc>Ov*C z(ROnDO;uWZlwM#yH^h{j3XON~`Ux3dR(@6&7V%(;>sI{v$Tw+&yGutz9vq9RMcV1! z8JxOR1JBnvtp?#^Q|}e#e<-vnE?ET@i6*TnH+s`S(;HFnm{erRt9z9)ALdDAXjQqn zfmTh(k2Rb$n_bwTX|3!q%aM;fuIqIBJy8X(U<6E-j5;k~uBqx(HV$`3ZeTx9oiVmto|{&s3}2_wMTstBbkpOU>692Hk1R{fpNOOv(P6(Z4BB$ z77V)h^TdklpXrw?|QE;ugz;PfIP$8jdU3;>I12bS& z0H*8t!f<^b!qx=Il(GNROGlcHBf%`9j86o5Fc4j5GewrL&>zcTY6IFmc^OBe6FeS6 zt@ZICVWH9PhuD`oQlQzTx8B~$*C2N$beFGDZZtcPK+IEUq4sqL9&TqbhXVJbaW z2alcD@%20k>wy;kh57Yj8i@J)J!POJzBJ*bMMP0@5IF3vV0b2>&vi~57D)@xbPlr~ z|M*0X5c~?nC6~c12UJ}}509_D)j!%$$o0-~ang}-Cc#@5w0l~r(@G)IY%|^PCJxLM z3X7G$;4VUK(k40byfI|`Rp`{2No14Q->#pOO`!#Kv~`wrxgxIu@k_CtQ4r9NYym6d z)oF2H5ZU|rQ~nvN6@87(nEyC=Y8ipL_pgCfjSXIRxE{_B`CmiLtkQf_5O3zpRf^S$ zjn-v_FAas;zJ3+Pc%iZIV;K6aB&3bsJ`DmZ2CVR1tQ!nlrQPx9KR++0adNxHze&$5 z)#2$03UV{oh@7$>d_QhpIr!|QoGGN6Vzt%LGqzAw0|bX+fnZaL6*4U*QmvE_Kk2k8 zLf`W6qqwrxdAt0d#}R5#Me0wlct1`T%xH0w-P)d(_xm8W@-2x?nKWa^B5JD`?E!vn zJfqe}V9br^K)OIyK7;1aaN`(FcY-`%A=NKcExFY@EM*RS&7h`^r8X_II#|H*5WCD= zG**gflX<>AY72wb12ryt6khXhojHEld_x2ZRFaD)a+uz|ainn7CM2R?eV#NDHoB>P z(rb9imhRBvUR?GB`$Q!+2`KjhCgb8555%j)#1=p-$8(AJfkZfNzOCU^tF-wk)Ojzm z*(*^(ohTwO*RWG|5QUpkmR1j=QeVvag1eGHN%uuymr_TWcJn*k>1k-0_E;ft{m(og zwW4XB*aKKz)!#;VC&Nn-uEqYloXcNP$8}$$3bPQ}uZ}KYkh94Eu z;IKUAPgoEk=Wp$+PRrpbl#HCfQQiEJ3ShtXun;`;^rSu0gHQjMe}nk>u@JXVrHZ!M z-Cmp#m;)0A5^1l#??)N7u8=t(o&5TJtQhpo%iG{C4H68jn(gnwHQZCcwR&mE1?agK z?oB=tR1sVGNo@J@YsxeXDtIvo!OhR3sLxjhuDEh8GfA$f6I%V?((#jdEIF?_H5o2dJ3s?M# zymhwS0qjOWT+U|HE2P0zkdwfqtME}qgPQ$yBr(7HyNnO?^LQ`>;?vQVU~ZA(uMejj z)AZwPV7L=%vFApbKC{6HiZeT{LdpG`aVmT>g4yc{;kPr4)XHZ>cb1CYwHv@p7)%?p_B)_sR{1ey$_zP%}ieNcckwDS_VCR@PkNF>OD$}-S;re4i5gS$V2*S|A@ z=-s)Cb*9ht;L!(gkW0Fhf!sQ4POIzFYxd&) zD>tMf#r(|4dWSYP*AIfYcK{k`!$;4RP3Xig4&(W=wd33O_~x)k1bsjk2dG{cJ6Xy_ z!$Vc#$3@sRKI=3~iC-+`_!@Vs_*hRz~S^DK)L zDS-6I1C0AuBId*S*=RP$t3dFeK(NW31@upL;92c zx;dQ>D09u&9MrE9r$Hw}%_(X$wpU088>>pcbgH69l{b44h_M9S7Uu#krVPbJu*&LQ zQp^+5)D+bc#Xuy_=GE1z1RzwFeK?pan-ULQqQc|?bB;ohoixm-R!QiWT zoM>kXblqsyb66|tRc!-3R`hRGHadFLZd#g*)ym4X8?$O=z{a>xz?m;)o+jjU6AEB< zZUd^SVU5b#LE?g6d_pUp;D1xCN&8t8ai$&zUF-(Z*gQeBs?_4$F%-iX9+y&xs-jV0 za$aF!xS$B-aQB$R(0wHoAB;02W>C@)MK#J7sdk|6wq%ieEghQ~Eo5K05|SrPo8mB4 zsDXAh3Z~S>P*alv#y4m)TUX*UZv30?^snBOuL{mAVWWOL1@>dBq@*5t1a0i^ z(K-K~A_Iigs5GhW1BHqCW$|B&fZoTAm3GUmmRpl4>rSP%94*nzxF4b-c!u(`Mw%di zYGm?Y*Ppi;v>SSXB%rWDzzdD0;lD|lKR*}BN-Wtd*b7^rku&; zn5?&pG(XE!?CXwfw~|w_b60ltIv7ivAGyETd>MBc*n6}|ud{*@h4 zhBERs?rRM8|M1%Z^dh9w7z!HfPf1a{0ZZ&96>s*%wduCNom^_jy>LO!$_0w$RJ`sF zNWsA$$n?LVES=Dp;E3Wljt;YB?1m=d;Vz+MXGe#Uk}50&No#X@AA*YVO%X|W135110{TQQJ+O*w6bSP<^sL6G zXI$xBlnExQ(dnMb&`%W5)?|w;K9i0@Zpb+gCEcRNat0j{k8^y#4o^?`W}t>b&pyrZ z*o<43kg~y{%f^Mh;wkHqyVvg3mL9f)^k6?J2M0*5nk?2q6r0WW zw==Vo22=;<`oo=l-iAj_vQiiqH6v{^60!NRo{bGNm5v4U8hdI*Ay<|Y7!ww(%OGh< zzrs?jx`TIXY?BSnbQ#Azy%6iwsp3yfT$>c=)f+mEkVV9{cjV`>NorthWz;Ti{*%*p z@Wq|rJ4p9QegFQV{PynkbRTWbT}0^LZ;C3l1(;EqbaVL?0`5!vqBKD_OU_#<6IH*B zAJCYyL)J-~L5>WQcyv`Aiw}3M>rCPv3K#`lob4l-!@p!Xt^5>z^gNzQsi1|X6v3X5 z3>z}~j4ry_q9$Hs-5_=xe|EUeYpYdbL36k^7DwSz8r$69#5(om+=XI0jVkq5f}U6L zj}4$eke0Qd*WmJF*xtmlUQb2Vr`I_i$CKjuJ|{)I-2;NxOOHIz;u-Wb3_gyX9j<|> z5^}^b6a2BBEwH_tF*4rV>n?$NWwcF*g!HOEB5z2N$)lm65%}8VxO`1U#9PZ`Z|%6u zuyd;I?{rM_o)?(vw#3$a+^6Sr>OI<`^L)F@p)K>$cw(-8ue(5xXTr+Vix=T}?YTUt zzkE(|5useFsbbT7s+n=>?*DfL-eO!?_3kD^*oQyd#pd@5z!YV8$gIQY;k-#k=*(uc zn7tTH*R4pw4TJS@PVHYa_8_fJSAE(Tua_RZZkGCp#VZpn6Zw9uOegQXKMw@d zA!R<=^qF3Lr||+}_jzNcuHbp^8e{K6Goefud%^WCR0yC{9neK}DjjOfb81nOaSk6djl13UP0JsPgLUfIr7f=Ub!={4G*qNCNUDzM#P2zdy(~vHx>2>=#H&LLI+0Ae-cL7fJ?dmfQqYmThb?sH zF3R6tG9eG#Jf0M9;9Cj)os6+D{o1@T#SQxwzl1kkcuvID%erig(=ce&vJ2-(Ml0li z7Zw+xdc|DHTQJuj`F&bOgV}kk*Plpo-K!{va^2}pFZ^AN$8kPMYicGd@or*V1(AnG zQuthu(Y&SQuL-_5>mf0j?lrKS$#z#NGG@&;v6<4`VE^U0v$k$~?$lA{7g^PkPQ0`I zxoc}*16J*t&zmIaoa=JE#Sn6(O=gQVr^ z180*XA>VFhgQe*TYM+fcOw_aWq=o+h*SGl3WPK2cQ^UILRZH}@kI;&czC>2o-+y3a zxb&zfURTFrtYq~ICsaT2L=-E)Z^ z)l#pcH|w0GMhgn$c{&Ie){{(R<6lhs#)Hwu(ONQN0!2kdLrv~%6LCrcI@e8m!L}cV zQfyOST^?-`?a2A#BWk9q__bv0Hqc1C=dARKD>{kUluXZC8;H)NaOYw8GLqll6&&N~_MQ zibQ;)#@=vdBe%*Yk$j+eCpbn@*+073xL2~PdlnhZO}yKK#FIWJoL`Jx-o?=*f1k^6 zsg89mv68jVi0m+482LCxsVjY!2+!{1gZ=#CQR5cZgp-eRJnvRC`d)7p)2R%iPEPLF zs|7uq*y(2!#C5>0UvIhjoS@sc5p?)$S72}^*Pgscm0?Qf9`YaMHL0(VG5(L9p7P$5 zfm-sv3v>knYJqReYbu{7F&rKDjlSoXMyqn@urn)5!w#HQ;gzLMW(s=XyddS`WU|ZS zb*ARC!vrxO`sk5dB*ND#ZDesjHwv5252El(H6=fV6XmJ&n6Msq)kD0$=aUV?aX8jS z@L28!MlpuqGsM^L`?wGk-^~_(M6%X`#m>C<ZsAYi4uWHT`vbh+m-%h~CYf%z zh13P*fQN#j0qLww5cO~Tf-OV}LP94DO4f_CWsNqGR+LIsW+CLSF`Iqg3_8qJi`Zf{ zYx8!Po&7r0qC}<9Y*Ko0dd|dZ^aERxL%4tf57UC*yjK#kGlsf{*!F=k;=WqZHD9FWMY_UnPW!nIGQo;hi5+=U$#8emP zXG;As(Pfa-zKLv_e$P-t#+b$<5>C;r#%27Bt+~4G@s}AsEN_;2we%r5OAXQjPCxW< zzktfm1)`COc&cND<)(1kHQ*3LwGGXT*M6lFqFCBIrXgb+mKWp6yZBc(KoWB#4Qrn58l!DGz> zUjARu5aXc$=_zxmg% z@5jbIk>r|Ci0Nau94$*AX-T7)YIKcx8}>Y*yG0@At;6`wm#mjl$431ZGZdC;wJTx_ zmk28)zSiqYl8FYJKz7^Og2ppehA$6so6q0~0j02KtIv(r_J3`0`QJMt=$kbUxyJ%( zOe)u?`iN`SU@^h82Q%INp;gXLweNiaMOnU@MJZhKypoG3NTe^kTAZ_Ah7x2nZ5pY= z=!>qzs{C6{CVfH?blDn0J;i(%Z902DTeo8cnn5Q5)}Ya`LP1;jcx& zNwY1G_`Vdbo(BWXq}NuHlpe<$bklkiXvHHHPC-e}Zw38Z;QMIBl)gYC;BHZ9~!Q;Y`q{uc=tS zyVSU_gg7$tXnqeBP2yX{aE*^ER_!@+ex6%{Zc(aMw{h+B)2qg)n^mLIAER{_0xZT6oPQwGK(39rE70Sjb60L- zQ_CXY#w3()5Xyyr9U2`e+xLceogWQR&hOvH7%5cHiD$eJ_#kbh@FzV$f&R*fwj*}o ziTPw^*@#w+s<&2?h=ZeJuJ>D6Ne&HpS7XzjwK%%PPqrpfmmd#}cPf4fqh`^XeC%ch z?TyD6kCtda*0vY-`k=;&6cj4YMoJmb4y@=(HEZd+`6va3^#@(jK#fyPVdtSrBb0IMH$Bo34 zMqo8a3TLEb179fsGEe~J;8@fj0oV;P*t~x8yOm>w6u*tRI60vRm1<>{>u(G%t^??P zT-@$>5Z?~*m6~ryr^>_`Ng=1n9|%L^FLFS5{$L(DJa}b93f@xO3~qKrnCyK|J>8qy zz>9v*>b|tR5zSGoD&c*^xN3~_=y-Ex#%K-b?yRQQ`waLWJvfvx7Wv)b4bBKvsyD{g zRpIcO^)C}@J&@Gk4fS%6Gym|sV}!|70GLLC@&ac~&O zdco4R`m~%Tq{w7_?qycwN;fHQzXrT^UQu$4DKtW)F@ci(F{JzV zi7Mdy~0J;H|`VgkDjP2 z4O50K<{azAn5KJ4-gplh2g{EqlHwLsTTH^9L5`<&jM}`{)9ztLGq7nzc<{i4_mvpB^t z!7haHO@t47VS$TmxX-skBk!9-^xMPx>GJbl_SG8DA7Gn7T^qmQM&dp8i zhkds~=YA;nse1kP)^qZTSNMK^a98D3?aCPhtXQ0)o_)rpk#r+uNX$eKH5Zdl1YldB*S3Ie{`XB?gGMLy$^m%MYNxV z6czDeR60;{l6{g8F3?({i8!O437LOzUy!liCT~@mAuj*hZf3&SgG35NF#_W%sIg5C zYnLEjC@zgw{H+_0O?cNjr8;aV+gcSR<*OpyYrAW2hb2O)o0Qu5}E)b#ZlHunYHc zZ>0k)Zax=uXfdek{HA#^^MnQ4Mju2TgD!eN+Rzuxz|cjPTgZo)YhcBwKF7JJk_)w7$Z`HhyQ^tdmlN@3IL zq5b0&|HU}WL_!58KClB(fhVEhnv^u-I6{T zF+|!XYi%OgnW{db{0l)sf%lcAW;r+cR8cb%D@- zQvP3S-9g%A6e6`~+7?~|#Auvm+dW@Zr;1j9zX?&YH9u#UpPh(@cT2>lsOhuDE=q;3 z5;M;j(f zOSm{33l3rweD^WTS9t2bquX z$yBTE{=T@4jThZLY+Yz3Uv`)Vw5ht;2(6IEnyeA3Ls?#0Kzy?C#p}Y1gUw;Koq*7P zD2soWj$onF!wv#ipT6;LWVL_tz2}>2K31LI0JmoNr?D#Gbhocf6Nd7QrVK z{I~YF|4s;*20i~_e`pcTzmUgYa@atQl;#L58ulku^Iu<^6ZRDvaT}NZrw#XCfBawW z1_}E)V2Q#QPpTJ|3EF3ulqhca*BfbWH z&{>Rg_!iijfnwWL8GL3UvE)^p$X{Fi7YP1<2;i&FcXOu2=V2WPH+g2#} zJ!JnaRR5P6{4!CX{Ma1a+>-21YuYXlO~$73afSxB(zFff%mdt7e0H8};BERx8TTJB zDI|7Zlmb-ruFoPmR#^-JaWq;#(!r}tE5QX8mUw#ik_dJS@QfP9|77zDNDAnpF#RG> zO))Pb5lAFhA%vMN#5V0lLjYc9$ZX9x;{}WPs2v{1{YiQKJ$&;UeC1dnWh4dX`Jv)` zskf!ydc9KWwqh|;>ZEOSy~V7#)^9jyPD;p!>CjclN3dpPyXdM+@qdEi;3pEFm!Oua z?Ud18I&K9TY27CCBVC@p9EM zuV-{$6lmPJp&B7$f}b;zDKrhtmQKOl)H->Ps*211KskTd1hyd(-s2z(O!h+BW{co` z)2`jWl==VQ86-%Oy9%-vpa1au|3ntQ6%w{35=wR_oH$G1|9!RJPZUbMj~(=kiZ|GT z?7v>(?{_OH0lihSiL>^fk{o}^E!|#g|9r=<&>oUgNclfttXly7cccI90srrb{ztm| z=Z*hAr2C8Nr^a8i0RER>|1MDejkN!ljQ>fk|Av=;)eZlD$oT&Y=|(DQ2C9}$X~SQ6 zhTot7dl`x0nQ8ke{;Rh@jTpvb!#Cp?x8`64Dpns2J?vNeJH$7)0fWBDT04`o?cDvs zCQl;MdVeMzA~P?DwSBw%oLU>A6V(E_DWhv!b?9E_eoM|4ur?6baYMX@3q6L#jva?C z-l*eB>c}6rz!-Ihbde6`=es5`MLDI%sz*@g! z`k13Od8Cvi4Ch*qAf&vJOoK4xg{8;I9vp*M9TBYYdF5AX0i51y^ z3z=jn)tEBv=YA@^eM0>^v~$lpcz~_?p*&Uxk^%#x>}7gAK%&eu<7}X(Ct;J<@f95} z+B4vb0REw`B7xu&;4UP`483v%@k@q%n&V&0#SHz#|CZ?HA>)q=lam2YyI}BM=cr8< z=j|~mU}s{6BC!_Vx-&tNzzHT!GALu*Vjlx(*Hcj5{k~|}w}b$d8!q~M<6(DujNhAG zDZZDv)eFVT15k(QR}m`%6s+o zcXLcY9>_E*=xbs|9ULeZX)wrIVS~NGR7#`aZ3_#u(Iy{4tezK^cUSvWHqaFj+>qQB z(v@{)t$%$!+Gl=i{bX}wCERSx13|1@O#0(;0=gT>4Kzt-QqfEj+=$KKZEN|MPW>2t z934-6sH67V60aH*xNnf1k8*)%^Ii5sAG&vzf#x8{oZk|xd=J=ZP=oJv%}=*h60^JL zqBW13ZVk8qdSI*iJRXB8g0Sa>TD6<3I@rtHxN618K!8t$O-F94+ls)A=C{LLxPeqp z8FLhGtpWMY_al>no2I+^<*IGV>kK4~=qTUx}kTOBGJK*R-$udd4Lq;^p7`HxF^q#eif*|cP%k5+D z$C5@`Lvn3?Oxm#KF7XoDvAUq;z)6+QHNTN%??u&Nj-at{4&Qs*krsD*UQ1Kf{D@2NN z7qPOw9$xaIyRRo^A@`Me@ndYX|&AYXNcr}O9JZ=a8)pQmS6}mUe?V@-B zh|k1a;A7rx@wdXcVM_(1R5aCCzFU78yU^_JwtMEZV@RB37BE98NHh9T#%)ZJ6#Ikk zbU^O_Q03O>kXFAAD`J$C1SJanBPh*^1P6f37DGI@cD2HmF&f2&E1Ds{aWrJSML*=h z&wKGx!8Etx{;@QmZ7Pqbv~Jxbc^5!dL9|$I(_BIZ=lKkvNQ7X+euj!R&rDot!hHk#kM@hkdB zS<+T-WLnC0wIC-c`IEtVo%>;DYx zz2R_D?A$xn`jPs-F&oJYSP1AsDb|_XJh6oY_abQ)i{&LNFwR43th6}gMZHmlS zh#9H2xpFhYI^u)I+b_d#XE@I|Phg|=(r^CAe03KwJ$}?xD^AgeyE?GJV@+h0M%GLm z|LF!^UthJhTCUp5%FQU(yzC*DS1a3+kM% z(DU;qzL*D7vDG6BUuK9ofAiuIs+C6$AQ#e|02}1WHSpPuxcN*8h)pw(*v(r)r!EFC zq>-2S=$2LnQOuBWts@}(w{&z9Naw7`J$wA`OoNFeB}s|Rfg)gX`-J<7w;=EOU^>{p zm$ezQUVk$BEs^jyt`vXc>UvDkBx0q@Wvccaj?U``w=!C&P3|9GJWOfQo`E|fc;eQf z>aTCmAe2W?u^DFVbD@`mZglg+KIf|6dAi)HbSVK5rT1PFsewR3O#+03`{K9vJ>!gX$JqP) zx_|Z$GaL-aTJO8oTx-r}KJ%HsKE9>95*3Hh)i_<6Gw1FCul1(z%Nu{Q`&S%*FLbYK zFBJScxnIC*|qW*<-PSxM_yLuh)pg4IV{`D#Ofm7-GjJf`ezbpL?nBdi4|G_f2 z$P0KBKe4(J7yi5R_|M-9j|O0#VRw6hzXSeXd?@|AcqKgLO;bGGe;>mBk3n;|fZ2Mb z8PlFV@_#PJf9HRn-vDt9&zzuL$lrzdzxW7VJB85L947v6;M~7cx|asLpo{ft)13cq zlmGspoHD>{l{=Gb|2vQNzrBb5SRR1b9bH+tlSXfmQu3@8JSO||8I)@zw3w;zCR^3`~N=Z_Bif#=*|j>j#puaHeSOS zO8o2d{ikd2-}u7&LBa1YKO;l?6{F`ct&?5ciCVD>Tw1Z`6;BK)DWzxrFTU#UXob&C z=Z0xLQK0P8uFr2-HIN5LWW`U1#0^Q8`1~M&#CPxBB~|b<{Y!-TFK&tdHF|Il_vh{4 z!lw-KUGuq<^KY6i-in~V|J!GJUrYT0%Y;sdDHFy`jD|a0*x=>h$B^isJb%L z9`n_i2Xz-9u6CHz7BT!E9*h2y;3!r}qn~B=asS`0V3x>5po~S;el?+|rrU-8>|@%z zbMh)_{o8F#6(2ECR{a@_5JDIJfMm8Io@*@9nV6Sl6?cj0M)!Rja5 zqj&K$X~}$+f%vFB;!)~W*G9#$QR7y%(U*1mlSe8UK|2Nx#}pEl-$qlWyi07D{b~f{ zQ{9=3zn*%y{F(mv7OOTl&EKv~kSc(S{Gjxu>(n<@ip5^cSedCxikRy?KE8`VNlXdM zqJPoJUx`WprM}dx)?~ldc(g+ou8BREd3(jVWER?CyreF~eOKOpQ@}{;yVx4{%Ia!Q zY<@3LmQ$cxZ6B3|j#*(5Z19SeBOCs z!H+Fxoq-o=A?22>I(07d7_+T%AZ8f;`l#T^IWd;6>`TY{qjJfue~h|?CogrFzo|>} z{W)ws3C~+f`o=tP7QjNy0DnHBN;!w_VdGd=l=1eSo5*gVa8=tr2!_T^_I{@w^k%mB zLh|fabYA(yU*U-X%AlYPJ4YW~5jRhf)CbSszi0myCFPN12J6?@onalljfQSPUm;Ka z*fcCn@U2#7Gg)s{4?s2~yMk$AuE=YT#U>;?2&0pJ(TJTl7%9o`b!!z6dt4~`9Bv8} z^|08AGzIQ1u#U7^a%8R?S8i+h?JEvSEmc){|9-{^dN|Qd6D9fgmOpbo@MKA=;rNp? zRiI(Q7b40h)oXn&`(d16mzb!1053<-?uTkzNr&aKSrTpCUEoLj408MLtJAQvKHsaI zWfff3?s!oA;Jpj&q2HJO77>VGj&#@ z1?qm7Waek}enl7a#!`9eYMdvPHKkg%?`Xj;aOp%KIsNgqKQ}I5XY2X)>?st|UB81b zaNB|A^Q&!%md^(V<6>j;Y&yM1nv8rrbJvrSzTePUrMvVf8#y<|sZX{zKHA{eT{Ye6 zHg<@nd&Hd!fF3&Mt~Jm#+wYc%I1C(r_BKGZ$gd=%mS1$TNawqTF1S-6r|b|wXh=-A zDH|KR?uYppL}T8|ChOg^!<)e!k$B9l)`uEn=15#p;V@YAkVpwrvxFkP^-sRPfmG5b z=zR1F2v^Dn0P4%lsZLZ>P47h|;ytzHd7;b0@RbN5haRm}U;FXm*7OH!A@Ag&UU4uY zR)Dd?a`T?{1-NS;YvWt{A=!;IwdLQ57DVH&&rj+1{WvhGvC%e9%z5_iSOL&P+50Vi za8`xNJ>>aOYD~xpmvYoaP;EWRJAEJ1pryU%%NuyK&TNavhz}GtZNa*L81?QT3s6S8 zn$b&tb0|hhe@oNm`x9WVaTfQ~xsE?6XxaWAc~fD`Rt2Fd_P~tlUJN^|IL&jS$Rn&f zIz=a##hd~`ak*Xr!K1M&E6kY>V|Tm|A4?U{&1x(1j7m-IW|v3RD=5K*OuGWF^Z)Lq zi+rCOq(>We7%?5-i`CBWrmHm)wwS#g4v{F^LxqOL>Ht$(Iv(kz(ug#rd$I$hVl6C! zgj5+ojWY^;O?CY~b5UVOQ}0VVP(%w~`^_gHIWP4w;xki&=qYOXEB%N3iT|q`TY+!4 z$qWi#23wQvgt7T+&w*8(m?p3?3whOc)za)2^u-?Gqh(L9=bSX5dw#rJ_F3x>KxTO} zjmgz5K9bf$KPb32s#I=Tq#x3nQ+42`L0f;%Hw!<14`kXuW^ofKoA=)ncW3RI%X%#D z(CU1p*nXPjl`;p%btC{om|eW*!7Am0d-r)Th!Gzg|LMpBlod(<739MkR9_+dYqLsn zz&k1&LAU|p7L6LiGYGH!>8)~s695DL`5l={C^z=&X)5d#RaOp3H=c+&w|%eCln0I zIO-gS`z|VMXKJGv;0Ly2$gfPI!G*Fu_TAP%nH>s7%x&_+c!f8-8Ef{_9C>8&r5u3mW%A7j*?QTLfq%2wAS{TmL+l5n9m&Yiqo!#MyFg|IS6$ z_aNtT$!pgHuHd62Q4m+#mE~ob)FQO6f1K?WLMB21ObO|}CgX-2)J)K#d%^bR$JO1r zAdW9zxI&E+E(JyDn@W1F`joc;mz^ob+bOH}prjz2UC3z|_nA6{cUacTkvFJ|VK2PJM9HE%6J! zlqSEu8`Gf1x^dkSLxJwDLUUW*jpq2Si+!ml5yGg|hud$1v*+ikgW2m0{V6TKZdU^p zEAxNJN#6iOrY5*8(BWsYLXzhYWJ99s3{BLV3Oy+VIEBWJD1iWDU?%W-jW})t==pQ_3=Gclhb6$5`P4B?2vf_QK|kLa*S$#`%=P{mQT{_v&0wR)qZv zdGe;aW}QxdbTNy5uCXCjbD?zOAz!bP`DoP761_|jMc0xv40yh-|Kc;mK~;%HBCY5> z(dzA=g@J|hi!hS;0$q7IP%`f}NiDb1~x|0~Kp&g&(yhn`I6%5^^R{TdJ^G&(F z1@R%==MJr;yD4l2vjY)=$@d2p_P+UC3;pYaEvhSpu#zLF7vzusnCs>$Lr!8Acgcz; z$65oee_mETF1)35Sl8`4lkZ8Bi8XEj)u#FGO6M@=iN9JtU>uD1^K20mNgq^qCn$%g zwvur)@QL|G$XA*C{hS>0ajgc5x8w!L$arEme$sp;%>gQDP6Zp3-V*85;CM9d8X{Zc zwvm3%HPm^soEx6$tvffC`04IjrM0skk<>SQ$|Zn0;^n&8EzduKh-JA3>z?;RSCgyN z&!T**zJ$esO=Ij7$eSg1H%9)9@x^sAvkYDU;*cz{Gc!t8XMT*daDO?JoAMljYPh8m ztf!+_kvM)ms{J}ZTrM3c(T`sT?m%LlDksR+`_&aSphmj_H>N_b*vDr7Pw*?|EIJ@* zJK-ZXB{5_wq>*!FEwIifHNNiwXqpo~!!J z0$&18h?0`+1?9=5?jCa&9lF9eV5{e{F%Bv7tCJ{Zpo2{7ov_>9HO=B!m}~^8@we@n zAv+A}WTKoA!3nLt_>8>J*^twwdVV!C!D?f<{Ow*KgDdS3I_N~it zUu#R`ZV0rVw7kGIom};q=FRjfRc~4SboX(gOxp+MH11KPe_J{szsRlYU1pFcidphX z^p^o=(Qi!k0UiI5j{h7NXVaJ+G@I-v6vwikO@s3a#m|9eWJjNxI$rT~@_`QDH_~Xf zs39o`%$RnR2q`i>`d(ufvAVkg6b=R#sNEH4Xz=rxkDpCjh^6E*I6A%!&yWq(&6%EX zYHD>~vWKVGb$1a~j6|QeGMLOHM>4^Y@B*ztOEKJSHm{di5k~}3*mxZ|=){y` zcSobpK6?ON*5o5K2XjlTbYu@SZ}KKydbZhH|52)J+03Dp!WnI zDC;-v^hGKHqAQu z9QK3Ql^@_B zRE56CEerE&rr$NwZwffB)#NNCX4TX{GW>fkdTjJh_PBROdhudMo5DmjJ7b!*U3{A9 z<&LNHb{EGc)7@|N$>2@~65yG>O65)7&2i@qL}#&mJ+X|PX-l>aJIT{~t04@EUz>0+ z?c#iRFXyPi$RRpIFgJ#6Mg6Kvx?F_azZD$8=k^yTzHvn-0*Q_nOZMh@7VY$_6}f40 z1i3@P?9Ycb$bQ5@Y>C|#j%p>PyS_0O<+}%SNQ+ja{HmVY@m8XGs~mZY3oN^z&`39< zrcACIK}-gF%&;)`Fevub#(f|kHFv*<2TPd9r1rguNx8hi&4evJ%xa@bSKa@$nC_!^ zS<3I5viF_FJ{op^GkT7|cVbQx<2&P64#!606fdm6fF90!26b{UDt=7b68EmTEWP>4 z=Qz?WVm8DVDY!1eHT$(E5T|@q@Gdse@16 z`Q|dKikrd(80LbYKUj?ko>;<`avaOt4Oo|so6J#S>*VoL&Bl!8WZ}H7Nexn^coM`n z?|(TKO2L1dC6}KB9JSn?ZDbK`^(@g(h;%__XcG9j+xzmFGq-N5tW`eC%6Q@RI|WSq z{4^%PgrzLsxEGN=DS?G{LwGhos*jc1k{VbYsh=coeP0@U(;9N?;fCdtdE$|LJqnCq z`99{wbr{5K!DmiDTHcaaU%qXGYeHG?QfM*{Dq@L1(wYA3SAb7*&a|-AFTV_0D;+fI zDMxBLz(F|<`*JqYeeqEvRT>QNGRK+MLTH0Q##%7F{@oo})|X9J3k4}l_JMl{(U*e_ z;=VjnuVZ?}Ov&L~VaXdSTxriA3bO$H1t@SU=FWX!pl%>I=p~#Fhf8Qf%d5Z`U}^uj z{0U+YnrLX5$#UmK&(zixp)KEhAbl=qed1Re{5UhDe8w}XKIkGk3$l>{9P>{L{3(80 z^O6ySI;Y;;82KfC$GaaEUpk=!OAJr2w_|EtC-p!RPAg_`*YP^|ZO=KU-9JyY;tw8K zOYMbv+_tTEUGu{zDH7K02)CtdV6M?6Kt(q)4127fk|+cu%{xNoT1=l14xm!W5)WRQJoN)u2D+@TV$F>eMwh7)Exe-u8Hce3LOHPl zudp%Hu9Aw(I$625y=OUqw(NTo)LPM6`AGG{i5NG60dG>lW7RmmKL!-fTf(EpNm&0V z{TQ2lg>&bFlNcY-s9!YFyzS}z*u$R-Ei@I?gpDT6`C&y|5lfbBf;?;MMx|y3L)mJU znUKly$$}r}-rbNpUei0T*q>}nX%IHwEsKo~;3)h>utpLxY;JvXA30e( zo_ZsRkt36d1GZVjJuq5-l8xKvd6fO*Txx<8qG8)$8wh$E_NLBwF7>Bx!KL@GYu7CM zgAuZWaasuN#Tvp>^SX;S-6;hv#|3QImeALEqN(t`OUjWl(`7M}%kQET7;RK=2lWtuj5ok6_0C_5}kua5fw7XbCEZECwG1` zi_ZH!WgGJDDes)~<==a){-|hn;!t)C>dDnmqO>Aswoy;3^+#EK z!+~jDAcaeTbnNWo&-lp1s_N>2mhLK%=l-;L!ekG9Dy!Xj9yQl5E9af+%ZyUoomn!Xb+M=WJkN^}nA_|X(o7D7corOi$Zwue zGFSPA&Z1!#8!2nLXuEG%-PeBV)iyby5c)*f+Jzq)^p z%FYNw&U}yjhP&8hQh7xCrN0Ye^5;K zaD%KYl5_NdS}Vmjxi6Xg;j;X`6_F9^Px-VHH&0v<&YHg!crR4Y)e5WBX%xu79w&S{*+rDQJe@prDBkuCIE4 z(*0*ACk36cjJ#%d%S>wD@HULw^1Z4H$R}k04u5#5lARM(yH3QiTSh&5;~bZA+I?E) z8+AkkZEbgKO9PPClIYB*^U!%@5$oDdNsjOX9Ss!dxx) zP;Ai8WXZH8PQ;B|M6FY(G{P;Lc&&x9XzrOw(P$u~@aI_|F7t+LV14FnI%Q?CV#_nm1@2~xq4=pXBp9C6uQQn8Ms~! zSBY^QsMWz1HQM#A0uRO8Zd=dF^D-P?R_kvo-z`PgSl;q0j4BSaZ{nPVjjx&>J468 zl6h@ss1d^Y(yU|7Pmx)_V*ICZ=(>IPe)M8$t+{zK%Wy@?8$?sHcK?%fEh95C!?ZU9 zgy3Xqkx*_R>1_WdP9Q}U?p#kc-;l)})e~((`I7;1*&%MbX9T!sUnN8WIMeER8OiY_ z>VDhTv)B4F7A>1uKJ`(tDX=tonT+PUJg!aYPq%aI5E_M)HHE(kbZB>yoV#>gGz(4f zPR0B3CgmV%r(9ehm|B6MjmaMrG9*Dk*uF&-2`` z{nMHGatk~PjZ%n@EJRA^4wCRGi29`R7}}J&soAnz3!8fGG{1IfdjCIdo%2WMWIB$l zj(7)Z*%9UC8^hOdEnCxQPM>t7jfnGAT;Tn6sg824VGAd!UZ0o|>I5WpsAr58F@q>M zWO2g3_4i_Z+85t~c|Yyv;h>(=#=CnU`tc@dsezPF6^QTXg!(PW@0yZ1yI zGo`nj^)x1y9Y&MrRGAKFCXRZk|0`b8aE?Nn)31+e++W+ygu z>}c9c*vvL1R(Wl-r#CU>GD?<`fOn4Q-iB#Tiv%Rru#=`wDD?yMGREIQ|IOPPPFZo+0rq#*2p1q@L#FLD`{_m%h{7n(LY|+ zvpp2QavI|j_g2Z9ab(?~2ran}F0C~7GvuSVoj9bB2rH!&|u0~c))9wD7N0?qM zRRGsc|Lq5M7V&Bk!K-GvfAOuJ7@feHcl4otml+L;gI8Vqy9)4lRCGraYfr?WJVtPF z-NC}6Dtayalj}yy;VQJ=qRrNJbcwZ}f)iK`zS2O-pjnw3hO6xv&f6Y@$NlnZ<>g5l zkxdpojud{xted_7#WkvmRX5h(-X zT$}erSUxpBuRp0$BiNodYxXSy%n67m-ktrLPj~t2!;w}$lNg}-UYH@QtJJtU9puze zTB4pH;U>(`-j(WxKu3=B*=Wh{ydC8V_er5*xXo#lifpZM?5L1LUI-Xq+uU-=o27G0 zcj$ZQ5|k?L{J_7NQ9W6B$+U8MO8K_5{=Q6;fP`#u3o#ImMgJ{32tL=`%KR~a{ifq= zuZZB)8KwS!!(Tx-{*llO*u*Qz)H>CFtOm4BykGQG(_LP(qwhu=>u>t6!0 zap{Us22Q}#t zryYx|1cPD|Xjs?m6QxIdKjT^Q6DhR9U`f5YoG~7hQ%%fVA95_m;Js zn^pUsP|Ip{mR<+@R*U5Hqj_t#sb=ZXhdv3St|w&TS8uSXY`f)Tl@*$P&iui6dq)i?cH!_jGJV&4eqgG>?%1^Z&IUn4;pO> zID~^5KZ40r28b#5Npooav7B3|nKn?ZO2^z+%e9(XTKKFU1mD9p2LFlo1Q&>uG*dbk{YoJ-~g6)m(7+I7Cgrj;ih7(LKqTOp*1Oi3@ia$L&S!f~X+m?2Hgl zdSJ4mo`o+?co_EqZ_-d-DshpH0y)Xm)W$eDnBC{8h7*^*g(@B{s}Y-nS}Cx+uj_ZE zw51mga&7xDsI*qrip(|jQ&5$i29F&bEnEF+r18ZEMe3SkMtNdUX7WLKe zi>HMN*w8n)ox_Uky8~2=*>w9d7{o{{#l?dIyo5#AZ5<;QG&7*R&h5?hw+CvGhZ!`y znrzT_^`CHW{QV6iSwdxFfs&9{S!=_P^G1bt4Hb7%QkRh=c5fr|G81utys%+Aciy3C z>9uthtVv?GqvYgk+f(K4dKCGOzABX?f~L=|2u_`ilYEnOsyrgvfPBH`(G@(v=m`-O z0X(2lt8_KNO#Ou4!gT+VWfaaHEhkH^Rp+^+L7^fLjNb3;8?dv0jO%KT%U(Tb9E2{= zwO=(n46Ji|qf*#AdDtAR6qLgIXMZt1$iBWxQ1O~_TzQMSV5>(}basLlE)GiQ^wRyS|LK;~YUVjNvn*LbQ42aM-v@ zvOg7%?sJaNnw3e^jhF5WaZ^q&{qc1hNP@zUoPViR2n^4Ytl(Fk51^OH)t5x8oIaOI z{t?zDQ$=me)W*#PZrGwpS)KP${gm!*7h+|DPCdlgnn#~bS>d>gae2PpGMB z~hHg|1N3r-MpO^_pd^``{op>e#Zr{c7b7Ny#VUoAwzdObKjvL5$FdH%A` z6tztQ7eI^&4!@vZAn{25+l!M`HtAj4>2L0FdTa=32`3+Ay_2K$err>Ul%r5-2Kw8d zPg)@xSlic)!H_TnRrc|Kaur}0$#}3e^(&a-{jM-2G1K`Cx9j%d<1`XtS2|6Llc*sz zelG|p1_eQxGJ6}@jlN2x>djLvlK_B81Cu)2qWWH9h}8wt`UMgpjk+Hrp*_hqAYBM# z%RhE@sjg~qY$gfsnW9Y&c{5?$v^S11t|{!Ijve|~zu$^hePDZXW`yGGHEz2Hf6saPNctO7g za8uWzoY#m4&CW&PfJ^2?Rkj2$T&CLIRfsA$EQ%dVc!d%fLNVMMN z3rA2IS`=L9whz7b*H$E&^N_ubTbi$~faH@If?v?;W0b~-$dgy)Ed-uJn}y8sjh#+5 zZl5`c=lk6Sj!g1a6K`(_%zTYKiOH&Gzm*-dyxl&hH1;8aFg7o1uG;Ru)JvTWVh*tk z*!BLR?txr8icR?K@Go8WfOf5|k&b$(oNfQErhC3QNdl*`;o~E|6@9<`ZN~Mqz*Q;6 zxjj{u0(!S=ScRz@bhk|$-+g+A_+gKZc|ZJ{Ih}vJ#3=F9bxaU2T{x#oel3!-j5$}zbVlk!R>dvz3VWZh;aL!ZJ}H5i=Q`zkdHQuSA*XM>t;(9L>_hNg z&F+bP3H6k-qS8ThQZbEBILVSXDuSd8CQ`K*uFHpQxrwx|p#c0IE!UNUD*71b8V_*g zdh5WmE9FpjFF+{;L1@a`7)uSa<71V$PW^DbCOhSWjAho*^Va}0kQ%SAE>`Yy7jT;Z z!WK}?dh>x*UeF#;)H$ItSW-*+0cg7-Uf?IlZdz}P0v%_E?=t!;`_9r1I(nK*9iXOP z)UnnHifa5kZ%R$g5?*YqS)arjYO?GIK!ZxoFdoCMr-70B@Rc3p+~ zKM;t4SsDrzJmpLQFvWall|}YU9|0y$_9Q8AmPHV3D?PC}kDI<#9!n*?x2ZN~dxl%{ zc1IWxUX1U}1W}APO3fL$wC&XRUtnOTYT&G}XZpImfop|BA z3F~QoXqv?wcEoU#N6p*e0Ou$Yz){T7GFx*!^D-*&IZwM!b%91&dB~*O{mZ4p|9sV^ z(&4i6A{g8B_g4#xw4ak$e_mzGV{;UvIKTvp)ta4yXZoq`e{6_>w+ccqV}i8&qklQf zzUOLEeX%2*fQjr=3s3DJCz;_bIOcE}6W8xMn&{wQKt^3QxG?48MsAFvkG<^T_S5Ga zbKml{ws77n7-=9c9{O&>j=vx}npI)XVUbRdG`A_@dE9P5gLI?~u zOF{MBbu7Qr6KB`o!GN5u^`x_C+jzOT>AU{5-9@#E+22wX`D_(VLN+P4bG{3{hu!F4 zJ$I$h3)nn%vn$BD`)QsETQd)wSzl$KvozgOE0U2C48jO-U{h0lzgtVp3rjbRJb5B`rR>9U*J}$ECAoF6!B67;F0sA z5gK_hK|Sw(KfCZu2dLR~nflV$i8f~iXRWhv{hYK$w0IvZsAR}HB0lz0X$c1Zo^_)N4wr*I5{h`i6q%F=^;_x6Hd zDCb?%E6=VxKL3^PkJ4v8)@R98=MJmkT}Y_gx}qCrHa6b}QRjo$=|$_MG;{gw^$){U zQO!H6CKb2dJ|Wv@1;%KzechUCD52AgpQ>U3y}8VDE+$N`C7Lb-p=7_{R16q|->!6Aa%dIj6 z9(QNL)-9V{Lnvp8+2w5&rxjh@qb3&gqs}@jrjM~Z$ytvO391(TO`|*&5=wS|E#*FU z7Q1vB59EPP%s=|+QUngE>x(L)xow!r){Z>aOBV<8ln*3ivN2o%6_=%d66vw_43-)g z_vb*9`S>E#;E+)fyVgjvahHx^T0LA7)H0+zq^Gw8u&crcsn=ud2w%T^+GFBR7_|hk zg5p!V_2Av#7IN`ThjmUdzJ|F!NK5vt z{Q&IPEO_b$mHap!?_hBfC~rHY!qH>8)hrYTKYmEuQv7T$fE=O`{MPFJTR~yDH&HF< zdIg;HM?>E77hNq({K@y7_vOqPLQJ5`5Z5hk@OAGcXi|^!Tw(b=^`svSNiC)9s---T zve%8?d)iwJsL{kj8sH}R#>`1Q7-??TcPU=S9wGGr`n+?CL5yCy{MxXdnwJ0{l=ZYNq4G}lg z6EWitKHPs*^-L$z>zM)7HDAxN`a+5D1&sIxo>088QLZeCLO584!#K~J3A*&1V(=@o z?9*E?$0Y6-X!=OQiKNV1%?N5~Zm^@IW!fIsbJfzP4Jtc-eA^$^*rU&<*F_^QlWK?D znznpkP{NCfBx|1Jkcf3`yGu36BMW7&x^SQmkD`82(W;sOo@R^*uNPtf{%SN5Q4_w0# z|KeXtd&^maV!0-rC+0Qo;?wBqNq51ZJ^QW*tJagsnTHb%arg@;Oen3TW`ByphHtTq zPoTK{lfn`s#R9rvK|?mhK;59}7%_*|Rs#J1f6ZWZ#gf^;E6uMDJ_H;*W?l#4&M&q| ztSiq{|6J9#+Ftw9n#=Iovl#d9qV^OJ?xc+z)E$G0sSPMnIVs!|6))=iDQMC>R|>a} z94LTmreB2w)>|#;%3I2xGUsp6+j%<1RO>Mpj^(+2U!w#Dg$2}R;oiE=)uj6kKYVtE zfpM(RYS1}dacuu!$Hs{QqJeqs4H*)#-@B`zLd^tAhGKz+AjlIpjJ3p<(JNveF7LOiHfbI#)7zL-G-_>3AT-|l$`l33#clTD!D`kXM8$35(Qd~nE2}{ z2T7}cVuD@^8M|NuoYD z7EUa7OBXfKU8|Lbd&YHgVt2=)~7^ zGYaDGc{>ua9sRcc?5`i&7iT&jlTbTpldm%!EIV7wT;v(_sWW~lL7TSwO3ob8v&)ql zbtekd+wtn-Pn78HFO+mslER24Zo_xa_uD`8a4$2Sw{377cC(kZzY-2)UUImKkE~0z zD=&#aac4)HRfw8Z4xRpfz-;=&f(9;cqVyCvD3yf^nd3F?qc_$kax=&L^ONN)vkPjr zrVRAqI!ilmfv_dP(&6N0PB(^1FRJvldNGw|qAS8~=+9u}J;WX;P8q*%2QeZ$aCNS+ zSz7v5CKPIZ13gP!SJV*eg~~2zrZ&%0I9Z{xzcBJG{hk=*5Jm8g)6@Gt@0(F-CFUFA~$eVyRsd{%TB8j5Qwem`XV8OS^ zepuQwGh5uWp7b|Be{!i%M=grOL?8Wv#Bu&f!VRaHo1 zQ!7=fe96=2$YYszwa%b3aT2vw8q)(Z2*MCY?bhIyNyhUi=xo|xDsQ59A|Y$5E2~XF=%1vygT2ZA68;RYk4XL+w_86OzQia?E!PoJ; zl5T~pPmbsg#;Oi;TQdqfX_-XF!Yx{o0@x(=Q=3`NJIw4)uet&q-cV`vDLPyThwfO_ zL0!rAV=d^WAR~alSP3azu9>_5%eZ-y;#_5zlaUdU0DTOdv0r?4^uPc`tDW zLT+K4QhQ4?>x@es@8l*0mLU&;{97ET0?CnTx9Q-4?zv;v6F(F;W)m{og5-O~I!37l zql{ODUKP*BH>qE`(N&U2EGU;mh3M1d>e`iTOpbf5@^LrSZ0QWd$tW7FjOAr`#hS79 zJ-FL)GUYazx@6VLzIt_A`R&b{3i57&OP;m)Q{L=rPM5t_m<|0uWpP$3CNvH!k)t=| zqK+3$btWxfK-1hZ;s@rJsr@%8(~dANebI&Wz9DN%lLFa98&UgWA9q_2^9*vfayR2yw z(JY>Q%|ykut8Uh{A&7(B(6mmJI9)Rlf@+$utaLB2Mw!Ji-U%O&TyC zy^G|evvVcdFXMS>pW>DLExla!kG|YN}@Lh4{{IY zplR-1uIo<|SN!#$=F88%BarDhNUSD`P4ai0?fRDgw7By`>Y-|^T@`+v_z_G#>aPQy zz=4&FKWDn?@*MnN-Vt8xrZ^th(2!h@4U)xHKS`fdrmN3aP3$a9<#hK?_5RW?v6Sdn zr&zmn(}c!!mLz{98?QquCcnA)8j*1eXlB=+@bG@gbm)M&|MW!JtmCN6{uD*tqmOV{ z=;oqICAx9A!Hg~X9i|w4Gu<7& zoF#Yl=-`T4Sm$x+m`qUUVOX|#Ru%Wll*bjhNFj^nO>MZ-9>G836I9tn*S&WNEYa(^Cb_YUb<% ze6-QtCMwse=~QCUzuEQaP5}*-CXrQSF>pd4*k^bVpyN0EcQV^mZWDA^z1koPaA^+0E!znlG_E6WvGl4DM$!d* zZ(}Q)jVtWkL(VJRz*UV3VWi4T?ijmSI4=bXM9y{wJ3uM6nyhW358(rhhs#bieu^iF;!UZd6B-8#2AA3fiSXUqN`hM4|I|y8@}lux?Jx9`Tx+ zU)E(dwGkP>pgXA-Nj5;wneghR9x1>fKgS0VwY*^|hXSUMv031_H6ppXj8bHi&n#ly zFJPgOl~G9q&CC1btK8HIq7Yu{;*ktW2OJaX9eq^?9W2a8UF@m2saoa}^htw1l%-el|x0?O}ZkQ-?>#5*^Y0 zGi<&7$o4P>@Qh8^lV#Qwz5IS~wIbiPfr@_ZPDmKNtk>s9bx!#5z(0Dz^W)1!!^?c5 zeFM#gvj$F&i##xFLFx4f>vqed?vI}GcpGluu6d?)hKqXi>bPX*)@r}01c}2q`nEi7 z;*(|3^f=Cp2MPY+B8Y_KH0t8;_e*K>|Vffp_h+M>?D%}E2U1_o@Nmvi@%FQrt9)zIIz zX5*@tP``8Tt`abgss8J%TnF{2V5HYiohL1k!5|niBP4KVTxzf26<14xztLoNnd^); zx}_tk)(~RgkoawYJXY&l(x`0mWswPg=K7eztQJN#9uAQwvwKmFpCd-ghb4@*Ft=hF z7sisBr3u!+2Mx7C$e{!znmo!FJPJ4bG8YD&$My?t-bsl$H3J=Y< z$h&hv4h$5*oB0@nio0xxy(Lm~kIQ@?yqMK}ki* z_?{~Nm9wXQJFIGOb#HlqFLgpFF%X7ItZ~vcEth;6x<675R-3MJ`oKOaK9$=05GS z7cOuX^Ti!gxdYOTLG)(`M3^=q^W5dD)5tcj4PIkS#_t*QT(=J_F-m=rCgt8|SCUL@ zZ01v8aEp6NQ`a?PK)bS?-MX?|nZ9e^DdBI950|s4vivH8#>~P~3p=Ir)miSzBe!g? zdy-(M07ezJC|=6OfDfpx(=FB)PL@Q|9PY;juI8?!_uhDrq-FRplOK}+=(2iY>$&@fzS?fxNy4yj$n`Pxai1*90q zH^iO~56%cyS$05vj)AJ>e_GiOb<#?|h7DEs+y0Z?Vpj9w@gcch`sgsz->a0I$3982 z50j|!AySj)1{DTp{VY48*klP^KnpoM&sQNM2{Vn+z!&1Zrs<@VWN*>@mrRMJ#-ba1 z%z|du!M`M%%udIYpuIvRFMIUshl8uNc^u4ecRH;eodvl0rW2)Rg_cb(K66s4nH1CY zPz<}v-F&FXLv^6lHn*YO7~T%T*5bQ!7uY(3W?_w?+2!Uw>tn;})hT|vl8;m{ExMw= zq(OvDQ*8l>s{ zd8nvXtUp-3bg)Z`sSYtA5Tss}#fhDpJH=}FnX1xG&Ce{(=B2tKgFbWveA(-|r`!5( zX3NibXXc2bbbWJ_1P_FcT)jYL*SBV^9IJ&oy;{mMh0+u?fEWXFC3n2m8Bh9o1W~*9 z^*02PDUtE@&K1pIsbZlwQX9_>7iX3h?fUBD?&VIL$uk-(-^I;ha{&SzClC%?Nk6Zd z-nu$;{71k0c7n~(yG!{UYLE*J9!nW5y~*!FULTb=A%c2V#@4GnFw0Il={EYEV_xec zjpmk2W6DZjQzhNhw6(L^f8Vj;b{I@g6m=L-6~r#;>@I)t^!zYW=RKJYkTKP2R4#Tm z>@nZd!reZiV{dDlNY{!a$h1P8y)gSM(t(?K%U#JDV;VdQ$u*ty>z&WjhaLemzy0fv zUc2}Fcy{EFhxy~!eAgo;@&Jzf7<`ovjBv$X^{E2S{y*%!Wn7i();_u{un`fFMna?o zrBmtdE~Oi!8?k7R?(RuRcPPyyBqp8GEiq{(=YFPp|Nrakz1REh_2GOwU*>NumC5tm zG2*(eF@_AU-Aq!D#_g_ExnEt8=4pHr%05cgPd2d~Y-gJub9$adIDVrOkcfCnzSd5T zJJ|f(G@Z^@V+6MVN4jSJTNtb4l1(`S07^~>Wr!10ttP8dH}&PujlzCyBrA{I!ei_# zoN{Ar^xEI%7Y=wBW+BVns21rYqiD(HvKELUrd_oYr*bMJy2~EQ5$&XNFw{Nh+B?A> zRnL3S=ISikB=PQ%N#^~%L2^0_SMt@OzB)p7tF^ZWC*|v53~moQBbWta*z283yi^?O z{0Mb}Ntk%~iE@e@zZDJc%ap53kb#DOuWsJEA{f{5`GMZ+j&vez{gk4;$hADCH}tqB!@98e+Gf1XXN&Nfp_K?Md9Kzw(tJ@${&l zcy8+vLH{ZC)NrHXX>ozUD$KRC)^Y2pZr}-J&F1AzVKNo4i2B2Cs4?2|=U02DUs#RH zJfzpkaza(v9HeB3&3XFZIt|O>U)3x5gBjpT+Ip|MxstXv?kuNlJ(b6}WPV96rCicp znhHZ?gkssH*3Ua>LLTRmSF3>2;+08;M^jy_7Qbxm%~>}8btZ}cm`lfK-8dl_ZGs%v z99W%V&nP>1r0$SiO5ovkyc@}4^!kns~}p@PmVxM#DCS-8zpzR&Blp|EaKM$Tv85&!0kY; zcJdO9SGNP{O)EYKEZk}t4bBOb?R@yJ4M~3K%$5)L7yxi}A=|WczkSt%O)qd!0_TYo z*?a>rjirvcRjjPu(N%!?Tc|wMEzJLyN20Y@ZTi-1yE9-|PlM}QFF*I?2gcQVztTa* z5_04@{$e@B^SyB?urZ6^G3B?u2swZ7^~RRz#<=$@UO=nSGWHI-((=!JhXk%)LVUAd zTPQN@f1fPu;0vamchKW7>F_{)yUb)-4j6GUY9+sx zz%PfoIRXdJ3P3oCmK)pJDsepK^;Prl9AE(Jaw^7+6&_4u1 z9GDB`T?$&7a@_4r2rp0HXel-gcgjm)LvMfu9)|-e?#fFWn895*v&YL%3iC*S%KpVRjO$6^Kn*~Pt59}vl>f<+aqGEoZJ zYcjF_YC;R5YuLL+y_8yR{8_7)UB4Tk{;3JrJFlw)8RArHt!RBGP)y^HVYF3H^rFxK z)gzF*3BCt_D_F15C*Z_biYA;3|KS}&evdtCixKP${_{cjuf8ReP5@X4q>=gG`;FjI1!AXAm<4i1 zY+V1FPfPayzv%zEHUFRPsJzrH@bmKd!Y?3d4V>Q&Y%&ay;OCm?-le{-0Km_2k}?5( zgN3ZY!4lb?7hV5X!}pI)R^Hd~ocC8kiFoYQtfp#+=O+9&?$~=2g=D~Ebp4}pD8XR% zkd2;FUi7bd$_TE>PfXt>^i>mz0gmFki8?e^?HG|vR&a?%ai)Dr25PFLR^~HuY2x>}5TT zIn>6C{8bZ_OndmP|0lct&lA>S;mvA35}zn%x6tuKkZ%ho4F`7L1TfL|TSMPkVh;8! z?552`rmAe`zEf2@Z8s=8#+XJk>9UHN+$sGvc-c%7G!}BKtkPU0;cT&fV$d^q3y~I%C15iAqYn_y{eZdAk-?b=yJHl3pp{-GQftFKbBpuHp}4GPsw8o zMR&TMCA_5fdNi1}aJuU4^NshZ5x+na?+8RFbXNtfV2*pZL^1~k6y*%gD?ET5|diJXv_d-r^o_<5@ z)AF?!;r95uk~W{+!^j=L;VKT^2e9{KwcUuV8zvTU6yScyg(a23Qk2G!T-Cc#QJ;e* zI>yTh>DQrf@a99BqDCcS_2t#>F}s1v3%SmuypNQ3y6Iy}9!61ivPh<;;TkO9&BUdD z=Nid72P1mxVS*c>>FtY~PHtii@0rBn>|H3I3A53hyWdeS*>_roEtOE8>Z=$*ZT|(x zv@SOUd((REubmeg^r|R@c&$Fi{V}6#p^2K1h_>8&f#IsaMB6S9Enx8bs%wD&V3$Yk zai8v2C9`2GSaNNy-2ku{rbUwjC5ZSE(?J#Z{A|FU030{m7h2yd-W=oNehdU<;ZM*m zUg*sw{Uhsizi+u=_@%`^wL#R_@amE*k6WSZNZ?H0m?;&%PbIO^f0LgS8MMF3-C{WP>eDW~ z1`$B{?8gq*_ei>tjLr4!u9C$j=N`)~nSc6{l!oLBwH(4yj}0 zw-2uCGm(M*R1&I@+O-F30o1{p5w}+d@zqaOvYAvog@er!#k8d(X`{k31B@lUf4o8D zzrgUT4m327=iU6_&7iOx`Ox<07q$;e+xIWuJThd9tlH90TdOFJ{EycF5K|0+)TA1^ zZB2X2OcK?2=J1_)YHhatT0dR!+6o5ZUEUz?q~QP<^N&lPz`qx05(l^O>dz0tdMWcR zDdfuR#0Oi?M>DMi1bAY(PcdDpW$yT}OebM- z>J00o=ieV>T8Pm$&h#B6wbSoLA6>PZN3*qtBAH}%zkYDbXeTOZdKEs^e3cf`k z0_WLQ%`<{F-<(5xe_-e_ZfyVF8=;(c*a7(1tgm9#IU#=~@ZbT6A-Z4Ub8SfCbC^^$ zcino}P3>Sd@&&J~_r;>lQ;J+g{?(7Gax1IfgA?5{>ey~ho}Xe-nhsDxm?DjQov*r* z!>GlN71q+y)zhizQ0(M81AEFkS@fS4e`dm6F^3h~4>> z6!ePCh_j?jVh=|1JmwmCP9fYA;^pZ}! zW&^8UE0%@IU=#M~KEJ1XY0{dSMu`-w<Eb}gT6?)mgK2$lFqkIP?} z4XCgf(PZ!&q1uy;x`4WPGhlU3F{*|)n&d=8H)xjrgiPl5AvV%sk z{JV)<9xB@(VFQDviM9!(PNV=lHdkeez;x};j>x! z2-{U!PPYPhUH~zldrQJ05*0)D4+o)i$y$FFNKy=@ivp0AIiY3LvIO%#ZYUcn<*UiK z9!y^JNI2lMi@Zz0eq97q%EmENaf!W@qfe_*iW9N=wgl4 z&&#eJzr+KWZ+)}lP>1=N{P#_6`$(c{$*!dyFYW~uJI!Ar{?5pBtLO%wx zlO1w4j*OggHR`<=%>la8X0`wnTuXJXE%nUOG5a4Dx)de+BlGDKYxf689o#|mMKR%S zJy4aj&>60%%U2Kt8~^&2P&_#|Wyt)8#OIJl3@}A==O?T+3Cy_eTx+o6jWesjF4zE~ zq9BXM#a5k4QqG_3xwgYE)+f5#A;mh==tN=?2V7zpYchw+_+-;Qz8%ASvVXv~!?t-8 z_q^e4CAwWo$GAH-aXVne%8SB=GcAi6J~Kd(47u zEIlZO%k$?U6e2-!qRZaqRvL-1g_P+)MwoJAU-SvmO!DmLl55EtWu8dsD*vn^jn;-R z6tj6`D5cAoY)3O`Gnayx+Nf8vXQBI;{vwR6CJ*s|-HIsBAleihvuHwc^bB?~CGTG# z2u=&YW8}>5qebPGUBN^#!(9lkApCj!5{<4T7@ZMcNsMbIhdj)?ld2s#H}_NP>cJ^L87y|-bXw0@byid$lLe>fQZsu3mPjs zww6zCzly;}{q|=IGpRZMX8R5!;VE!4H?BL|`e``WmnTn~%t(wkqF_0pD$2$KLGhJc zGhWuwm{=rh#B$kEiHzJ%n~}KiC9&NFZ&w6>_PZv>X5g&>(V(T1a2nUQ!kJ&uoD!=C zo3$C@r6Y#B8T|t_%8I8wpJHT5_6-tgn-ME)BAMaT$w7a_f4BOmNHH_$q`MW8ZJ9!X ze)Dtz6J|Mw(c%zNCKczG)2^ij^EWr50y$z{nBK2d!j{!b(eTbj60sFBjBbAbh?ZTv z8an*^)hLkf>)jb1yIcxWTm$WDTR3G1MSm(?O~fQvUq;hx!I1e177b$iOY=qc)o~NU zWq%)gN10aj9wN65p#(w+NYFf4>!drhlD^!l`vnA?;%iDYi$4cLU(zYlQm+nPtJM(B zS%nFjw*t;8nl?uyFrLRD?lvKx#(JQuA}Cm)35d@BqEf{6RxN};dLJ#%jVw0m!NBL! zD?2N;E#Rx^nUxj!Jcg~j>B9`3y(y;LeWrFhC3b7IA&%~A%uXvxEkBA9ol;U?(rpnq z<@my+%V-K*?x4z~=00TN`x=zxX)wks1E9ME>bU@d$5*V(E|DdkD8Z;zmocMNebMxo zM!6)0%3UZKQ^P7k2)cCsx2hWaAGH$7?4h&Y|McNb_hY`%3$Iiob6=a6+?6JC6@@|YBXe(vx0z&l?l3Hh*QB%&Jb zk>o+Fx+o3}g35Y*> zD;``NXkzylhYR9jR}*UwqV(HkzLJ^xZ!XhwTy=+_2xL9xO(we-abmOBqwH)ThCL@WISa4`{LQ)as$;8OhU{R6!p_B{T--oNjQW~G@K<86}N>KsCx z#B5T}GvTFf?HuYnyCx%PLJqt)P(OFy$jg_CZHvZC(P!^Je0blx41&<8Tt%-axN4#Q znt)=J$u*b5%>#vewKtuSbhTOy?!wzE$5RWYyW5ST$dfgn%1h_2G3ziO2z4JV%?mto z4@}_qdI@VB5*x2DeXL9y84X#kii^#NIf}N9*yqMbuI+}s&y-%{%w<4QJWy@URBg9h zD3!EZO6i*{a4KKaFr1qmlQ1~U3Q(Ng)@XgCD@@Q7z7({7_iMSCO5|K}(C{E3t0~4*|T)4P@%0h|xh|cQZ1&&7|Od!0?feNtUu46w?v7GuPN;yX*d_Pyuu1PLtYDf!} z7pe8XDzQ2@I`kUz-G7GmR+pye6&wxCUj(YP4WOa#jM5-fm60 z@IFl9c&l)#RrEx-{OGM#EvNoczOG>#)1JK{Yn)^I-J(?xVhJes54xU+XrJkCd>}w_ zv*@P;EPX+{zkA<6jBVUhZmt~7S6>TCF?2gYxoW1)2bF;|7s1@zM7!xa7s;rL3JIg0 zq#{*cfWEo&FKTv1vF?@PK7(czwdjEye`>zZiZrD4-Ud(=0>83+IlEWaE{7?s*$eGvkOs#OTDtp^DYc?gOVf{BXA@BhEH<_BoWsr00bsHUdyh#f`Qs#D`nCWm3 zD@DXF5yzHWWUO0dBOdp{OPkGVQcrnODo;Bv z4keiCs#MGz`BYnZJ0BJ$OEf`)Kal;r#Gr5bibAFaZ?!A3CU%J@93X`1m9E7ZGKm9^ z>8!n%dwOf4na=bbE6SP5-1s1zB-qGMlBDda14V?emP}h3;7GM$YyeynFX# zhYmzM`P3eQe#aZ!sRV{v^>_no1!{b%q?R&4N@o02;$dn!)*}j@nrz%c)JmteN!_AD zDCdEP=!u5K;!Uc|Urj>akM~@&+mFe#dQ_ea@F7ZTM-vJ+Cu=B&>2kh*r9RhqhH=>i z$@3M)uOZa_y6f81Ltum;au6whgQrXaqxN_Q=XDFH@3zf-Nc(37O47N~YBC<91Is3DNVK=O>MJ3t zG;i(wo22UimzSAXo}xXz03AXL5d)}oi1T3?dW0RBEx^M=*L#N1PBSeSJntIOEe-T+ zE5KJl?E6;cd@0#vf$(1*SM-_vPaocDOn_xmyP*E#FM{}giRu6Jzq7HxOY_>LKZH!x z-}&i#>ky@~esT4We^535>B0WhW_>xGQD~zq&QFh!#HCo0@#>N_mw+4eCXBAxRAMD?t?B#azk6Y3$)N8}0^)+1Z|~my(HTn- z-`rbM`lHVDO8uim`KkUiw3y_7+o(Ss;1(nAcQG}4RQ`AeCL^Axx9@eVmo|=fGoG87 zs~@eupi!tw5nZ>d92g?a3K-9VGGwhAGVvlThEhz|ZY@QhIG9TU0Ytuk*xwce2*n8m zZu+hTrRW(g!Gf#kcnR(|q-cfuk0D>5sg z{1;F16~S^(mw7kPWy|od2G+Rsp~S|@7red0sO&`cB7v_35{=;MO+t3-t{7`-@oN9_ z#TknBZhIs2-Qv0M_WNfqfWN+M|7N|sJ083iQlj2`Sir@R0oA<9Bylmop07!k6T-*B zPlKsF-6kCI+26pN5T$R%0HH+WH&;TP{_ZUbdB)T5FyqjM8S>5mNp6z>v*M5qOMIC>Aliol?S1?ge zVOFMyRM?~KiJ?`6fil(pY}u_}vixDgMQp5bOgK-@$tta9n4>q1dlPu6&oORC61hl- z4Wx93(P+LA5929)z^L<5#Phgdvd#tGP_=lL;BqU|wLm0{URXsunx^q;X6NHR)f}3{ z8qcSv2gGIh>Gv(!;-TVis47o~i9?@HJoHI+M3Iu{$-#vX=uN&}!uVIz&tGlMJ>)e# zVbP(lcLm$ob;8})W#Q?y%M7~G1c*E4xS?^RfRc-Sfsz!*evn~(xK-~~V$x~-c-&^| z>{_l?L6SS0ZD0b2i^ldN*iCRZywXGzHm97vzA)L1n{2!w6Vj%b3xA_)lIX9Clxp1cHG1G|UW6@xek--wf9(pKMN)x`>d2%P-@YtFT z*_&!UVi}=gIUN=|*ck4-^D`ES=+5Zm?@alYylQ&meoM3jE?jam4zW0pDOqCEZ#!1H z{cf_(L6U&goDPoH7Y0+-d9i-D%B}{{E4qvTIoV$uQ?@mL(?a?K&b^1L6RL@CW>yCj zhYPh#hV{|Z?cZ?CX(0mnE532y9swXnexH-ps-nzbC(TH7=(%wp_mFGBCU=S5p$>0> z)ard#V_AfYvNTlIxrYbZ50oGlHmdhnyyg^+ojb1M^W=mi6`{teOatsai=wN~;APtx zAXQ!}q2;z{Q3cfZGe{y5NX*~5;R_SdQYKbLWQbU5*V=}HQgi`bMwr8Ot8+8OT$NHl zHq|M60Srp+=7SC}sOH~imi^BrM2OV8sy{n-x_p1FeBG*ujK^?F$Mot0digZp>R~%a zVtLtQPC9rQwk+a741Fx$cy9jCsqm~I zePnV(VzFwR!b%J!B;tm04dBBUosoGX`}vC5eO;}R(a7Wd)q%J~xggg|moB-sk78E# z`MZMe{W6CZhyK@F;=Mw3kB%!XIQghPLp)jZ@_o!&q=KPxVh$f~^o!iF7SRxr*uBOA zH7cM<(Ph-GsRAaszq>R!SE(2<4v`A7Tu!L>8>7_|-8ws`W_Asx;U`OV=YeaJHE%W* zINfZM6F5o~6|$}ml$IKGQks^_n;^=zn;x$YAq6=-e?~NP^Z!lze9!JGWEKj%tg#NU z_cCOv*nb*++T=crF~2@6Lc;oll{}Xjx102YV*A#E4&w)rirGm+iWI59@lQ)J-D~6O ze((6)!`0z=^b@I*m$r*^RIL)qQN7#9urWKlj;Y$iZuj5r>%VtdphWMgP@j=c5#r9; zNI%_VgGYOTzj*i)?DSww+%qMU(*y0LsKIOe>%OkX1Gvw5MT0Gt>JU;g3|>>ogvfl! zXr}e;k;0iT?IEP=duA;|O-%+W%7W7C1G(vx;$cFcLyjbZNw`x(e$*Imd&)Dhj$4#0 zCxvH8uXW~N3sS0=EWgsmi~YN+$ci?uHB2K9kp8BF2gH3`X;C!V-zV!+QUvT!Wm79T zMrl*spd&_4<^!7d`^O6!?Sp{ySxb~>(ygWi(wL~_BuTREMo3$qK#L`-XXO zk5KLSwi`#{^)+iR#;fGD?UYvsv!5>mo%L%#M{GibYx_>3zt`^Jh#rK*C`>d%gaR1mHsQQ z^dDjgp-bLs%;alnRE?bwes-|QZ52uluoQx!A{;|edFAwghN;yncDg!++JXbuvRR|^ zKtGgT>vOkSt;V;_wk`dDDDR9dUEVJ-6B+>ZJ#k2wii^BacS1H3lQzmH0;qeyg**Ow zNOpYK!OUw4_=WosJk=hKzQ<5E2_N2?4&qHUcb1J?yk6mK3TAmx(yt<@{_Z5nvF z!?;pWzXqA+`0hLC7UFMlVXM!f&M~2)e3wc)Fk){dw1Eb(vlq{t%xS?Uo1~=xGhhY* z*xhR9)snjY9p2dIb}&JF1n9S(XB}e-v=F~h+yY%oGe;rfgE3WwbPXz+!&msvb$iY@ zEVJC1T@#X2gxAl^02#Y_1>^4EpgAI+7N?DG)doh*b1oWGW+p|Wcoo02?yne(zc~2< zFYf!|g3>sXq&W~On_d0U!BGLK6~b|-W#Zy%fZhvesZ>Ba2x<_PJs%8zB2LaPLrjPN zJcE5OFgA9O8Xgd-J1okR*l3emrUE3c|*)bm|ana8OXzyf|i=yX+eo%K@eN+D6YNBzX#yX;a3IOV1 z+)mqF3%UH}#9BCFrB9HV27Y?BAb5#o_bLuNG0WEhKuXm>nmUCY?{C)jfA&Ft{#${4 zZ0OZzJWCUERPAF?mHN>+swRrx&Rh)J%ET2?1a#nf>ZJx@nE^%;k!#4swQ}UxATAwD?1UquJzgS0_rt$=WWKEDGAbd!N9Hko z?sA(t?V55sG?@IDdjhBbW&Z?ZAhFM^BH$i2jD0MB^R5dqcvs2iahA172sj)_fxAp7 zUzSs5KB%BlaHQ;Lp-E_j+576+UgtJ^X@w%S4Tv(|AjI!eM~zH0(88m;!+yLfC8cHymEzjcQ8YS zifN?qu_pV)V`;(>rw;wUeS<;-h~n9Vlb1eE4ZLgl=9)@0R@#~B;q^)TThM)%n-P%| zq9LnPq*J`xB0)K-3!vZ=vSih^i~iHOtdddPVNc~>RT7>6;XJ3qNqz#4i^O_WoP_Oi z?_=19{My0XLF0w0igO~)lGO>PN|HrDWVr%CpjS_7Dp0U-(zowl!<7h%KB=qwQ)QCR zXd@1_EPU+wGG*#ReGqCsAWy!E#$J8@0d}7p?sL5T>AT|}!@#GWhkY@`&HM#S-t#ig zCj`;!Z-tv68c7$Bf@Gxo6x}E^NKgfYnl)jMf7ha9-8!Pfs97hNwfeTAAQMCcBLVSj zzaV6=I&&S|_l*?RAt7qXI`MRa!V@@4;om&s^$&VWoPJ;QQBVr7`7GwIlam zP)AhdYxQIjsd6i*nbUtA9HGN^Z))hf)|Q(wJEuJ`4O+MJJX`~HVe-O5HL?HvF7Fkx zU$fr?IUUbFCUAPl$RzSn0J8$A#KdiE2s~QGE!3Zj`b?z+q2J-nbsqO4x!`0DDiB>o zQ-}sbH~^*SL4Fv8F`K+B5)d0QkIa1&HYhYsf%KQoxHl;p=sLt+zh)7SW-NFZJs^Q{ zccBFIP3Yjg3N(f}i{lN%Y8`W4Azhzt;g$Cx1JZi=q4EY(h3v4~_=D@k9n^&WZFGJ& zmkln6_{f+0w7=ZKW9kGXHgfw0==K&hH2$_LmZBCEi|`QK8nj0*lhaiTws?{}1m}Fe zKJ~&H!aPmyCD*2wR3f`k_m}BJgtJoH%nY9I2NGg7TIftLUOPLl-YR*+$f9RX^vig| z>FrZ75x@~qLeL9LztVn=i3NGOT5`}ARAP(Zg5=GjKK9LR39hZGhP?!Y%HKO6yl-KGM_{`AH!H* zsmaRilEC0oVLFkT>wQ;in6qZ^8WTo(f*s#cUTzC6Rh=W#U_2+)5- zX>+`*d@OvbrTf(;Hh-|Nme19I*lUQ<7-8j}r(GKN!cT9y2-Lq)2Z5D5t`Vi|nLVmKMv z(In#MXb>~?#?hV~Z<(X|qOcK>uf%f7=TD7#jl~{lT@2Md(bH!Kn+Q%VG}5P+_*+HJ z`DYb5H3=vg9CYGTw2=#(awu;!AGZ2JC8^S(w<%iKJpPofFspm~S~pN>niZMt+9nc! z(o*KbZ-JnF$?BBx*E}N*P_fJ=AIDm-{bgzOdkB9|!~t=Qs|IhkD-g^^YEO)OQr`k4 zRs)3|)W@gW#BZX?nZ5w(Vs*claG37Ve~-KPqSAQ!&b zb!06n0mOw`QGv9@BZgNx!Ip}FI#m&#O8=d;=k+u1WEZ+{+xNVjDhjPG6YY$V(I`Dj z=5FPswF8w4;?c~Fq7H(2L+j0jEcRlJKm21{P<+&yd5P&>Kg_>?LQuFxc+YVenJzNJa z#IQIq&DUstvHfjh0c(1Hv}DmsA$0(*kZz=ZY}Wlz4(J1Ssb!O*K;sF@p!kaLG%DIv zyqC%~OxZvh&^7xw`P4SD-%NYP{WLLxQIkO{F)WZ+DJ0;`cHfz1@7102{x}h?-|EuG z*MRN^;XC4>V~V}i=jJfy3>shU>Sd}z1m|O?ZXeLw^o;6LfbxD04$Q0#)N3NQ@tZ{h z58mXd;X)VmUG`Y3QsGHCQseH(OGdK2Z>aT%=b zY09#w!e*ujiNh;p#TOJ>QB3kCtI>+(p>E*Z2w0r`-Lq;OzG76=IRq8Es?F<|9%;T=vy(78< z!U?qQ#s(C7z)G+G7S93hR3XLsB2}S5kN6mfJsII2qu$C9mX~@q5AU83YHRU{aFm@C z?s7S;;;vC-X(0k`tWt=0GE7ZxQ#)<*;ropYdT_b!S1Ao~J++)Eo)}b?!vdZOC{lsC zah}?J+u@AI3-w;9Ku34IqlWiYFrvW&Gt=tBuZkpCZFgo` zzd+=CPyEHf%XPJD=mSQ5x!x5E!hc;95GBEDfhPytybB<+i#ndBJTZSk;FTPH&f^g* zb+*<1Y*iscj1h>ZzP!J-2Z?50F?b=@988BxKID+5{0|NbAZpcAqJCMbXe`b2;rhm&2M34oS`#)>ZQ~`m_1tG^~Uqr6OrF0hHLH zT%oxNtUflYMn0e-3XvXy(Tv)mY@5@#tY!&$H08q;UE?7^k#v#K3RD69T+Gv7-v&s< za%m6cII9eHhG%D*SMu#P4_OzKh(r9oUgEn({S<GoUJ#h!Rc&@n)=E1E97wdeb8 zAHS%<>OBPRnz(0&$oker0 zIy~mF2Um3KnTJdkm%k_IS_D7H4FsJ%qe3wDBN8}E!~s^YUjn1}HSR!|*&IK$@EzO? zq^wDZ0m^aGz@>2l90W?Jh@@DZj8-e8?9dAYxAy&oixAX&(0O-nZ9J39xI3Atl5#}v z2nrid52jd59l+Mmj9Gr6R+s&^K!SE0rPErod= zv#|D7Ew8&$|uOp$5j5fQ8Y8M(Wd-;Q7J$Z^lQYl1hlqV3{Oqha{MSyOoc@} zO788Qbl#IA`Z_52$ivqWcW`|7*!V-4=uNh}q1pGdWaFO#eO6`np6Ji$^mfTUETF8b z(VaP5ocFGOwE#9P^Y-mU(RP3(N9Zo2o&qTBhPo#r z2Z@Ft5Z4~oZglhmx*MA4<1M3{sxSuQx6vW*^5yGGx?@=phElMZU##klZ%W}ko8t{K z0Nq_@nF+rwt5-xlk$M-1YwLgxKraw6e@ELvh(SIr=ZwW8Y@s6wVLK0E?r@Bt@s5kK zy_b2pKz|Db&d&pFn>{t%~v2pY%ix_vv zMp2?{OuU2R6lB+DV_UUi~?MniQ*{OtTLR0GSdN0OGnnP&Q8A+IQStR*I zM2MFUnRR9DW%SU3I|s;p|#`^HYdJ; zG~gbBN?+4Tn_#T#4Dm&LeX4~q%aFP#Lj*e!2{(YB(C#FAp&VkDP1_7N{jgOO_cTDwK{`OhDj3p(A7_YH@|}N zj@jbhSKq{|-MfPilhyr<_%z57E%>Rr58??r{DFTk>H>J9#daZ*eoTC%^sy{PHnBx4 z?>`K#grFP{mllf{3Pl&~%k_|>ewExFuaDJE3N@BT!p5)j_8SuH^-xx?{A3PWlaDrQ zQC|j$AA>FG?Ao${2PX$d0jQf&29;|jvDTDNK#tC5wrST##TrI5t-PEEzzgn-VhH|h zVMBY?y@znnc7|aLk@Hi(@pzJ@PfRHp8BXnKNdMVcHGMh<+omq@E)mCqEiUj)_gMX9 zOcX(yn*o~IYCYsU+m?@ZNiuN0@5VcJ*8w;-?-g1b;57?y(vZeQt|cG+nchf`l^8{B zFp5ak+b+hzj~))YYA@!+6BRs}Hxkd|u^veK&N&uJ(XO@iDp3QWwKQg|l&2y8vmNWJ zEXy*2A}J)9!<6y)2k3zvy>py-Z9&<{A{d+(mvpW|>r{zcdSbchlon{!OOOW9iXX*p(aq&C;}{%nc|7(v>=&_@4wN1_6mQ7)zG9V zwC-9J6iO`OE!K7p(!+IZ-!^|XoO^bkH>mziev}0ipo!ejs&-Wd(zgNI-uQ@6Iy$ zp}~&TLF3JEWy-3RtKog znd`O!Kc}nwsI+!+>C`JLefQ2eYTYT)8K|2#LluW9nmkUC##RnpZ_BqjWJr%&D;Y%@ zoQu}u)42RKq@l)u62pW34;WWi`e@T_QZK7?x{ia+ty)W=P$J!eamlN#sn%(`69ffX zEPz1o0?*$DrR9ZFCmhu4a6s{Womt<_GEA!VgO!>`b;rJX&=<#0n$s^c6}vT6yIi7% zI&;xp`o!KmI7&FZDF^l2@a?_KX=f1bH{ZB#hDXBhNnhAYy}Q)2iKr={6+JL{AwQRp zFZO0+*%r(xrb*;>_?l)bcDnov8?q~McQ?12MuAsjG|w zHR=?gxp`^Vu6kT!Bhx)h567qKpz5D2<<=3D3;KMUc}rH(_cAi1QQyls1RLme$Q+@1 z6h{)L0|GSmb*b_ii(&U`^@F))Q5MIu2djwEJi`V%y%YOy3Wt$#y`6J9TPHf!@OBP1 zO9frC5g5wrVC#y2nVI?Q(Hp{gMqz<_xI+G9#1HP_D#^7>pXc|ze|pogn67U+i5OS7 zVg>8N)?d~T z&wH3a|CvzyA&(Hkt9OFQJ zDE>rU`+i)z)wuN2JTdr6aRa9EWxso;0mNBLifUKX{cJK;QoUI7`c|`F{Wp?;O=!0a9v&@5 zbK0)rUKCSu^dH%Na~RQiQ_Yz0-EyKreM_fQ9kn&gg8S1fiaM#tjf7O zNtZD%ZY+`L+Cy2o^ww6h(XCbY49WKn>;X)rfS!rx;-gb351h8bk+-}u)Z(-d{Zct|{NwDtU?_3=5&0z8qt_2)?lwjlD?%fy>;`qxRnxwtdfVl9FQX85Jq4=OcR~FWDD$9=T7S6yk-&jbqs-*t5RJIB zH0}%*c|F}%0`VRDAW;8f^5f$=Y9okr@JHvDZ*zM@8=Z zp6_q7pt6#O=Xs6~XQW#>;@B+d=Nr#o(JDRFwb16c#>vT9Vz<1dr<~K?m8b7wc0S_XVlqnZ|n- zoAfKJ+V86G{%DqkkLWkDhbt`iYQBC#plv&L$F_E-EOc^GtG?PeNxcB(el{0hp{uuJ z(E%C6FIO*HdGgx^?37W}<{r-p0b!z}Q`Gilsv394DXJF)3%Qu_8>!;8j&fO3?*>?R}@Rs&2$6G9z#ZP9ihcf6r)Fop; z)e2z!GZKiq>|jRvI9kWH!JS1fV)Koyt*znr7MdjF8nch_L7f_xy$Jex7a`H^d?Vzy%iY2B*jBpWHuks+t^uP=tBCo^wLK_yYAZ6c!*#l)C2j#rYI z=O2@M`CE?h&RwGJTpCN=JITHp1DIcvy3`;*@m{Jcl2K<;TkhmZ@5mJGUZ(fVHR1{`PHt6k8G7QHQigp zVxJ1HN4DLv)q~>%GFkCGZIG=SEi*0UIh{0DnJS}Kq!}&&uo3CTqY~68)Lt4=`R)S_G&WuohXRrDCQRebUHQZ@c{%v zyvOlH%phkqsD26&+599?s;+{r*48MvTK5%!h#qIJZh-DLo9nzJPQ~YDqqR#()zzs9f-L0GXPF(;G+{`}t7E{A8(N3G9N%1cfW^zaQ$YH6PVwp+% z-3y9KxKnYekp2C6g9G=lym(6)%TO>P;#2iX3_((2GO^#@{kbRBZn`8>LExF;N_>jcK>J9~aZduv3}I7LQg~ z)-L+Vr8gm~XV+4~_9j_@|*Gj#;{Ctb*{awOt z(PuJAJc1zcFtJMK^CiA$7OGCaxMI6kaK!@0tB!86IzULt8Y>FKI>%QN{Jl|Of^^ET zd;5OB;(gbed~@I^jmO5w8ljDbUq7;>C0%wtQGeLVM%)ectye)Rpq09_x+%IdgbSfB zo#5)mNl$Wfb5ZPf^*2H79Q~n+tdm@b(m@hTIggw{lMTz{W2M){6s79<3`5kRv{fCo zxs4JpXXT;#K>8`ov^L}0YMDfeyW1nu;JisrCf$KDA%lCqK8F;Q7E@*}v}VKkj3Ioe z{4*=}V*UivBWeo66`x_ShB4GEjw>6DMkIm#DX1MvA7j zpkDVeOi;WNaKG`zmq2$pU>G__;9thPtMQ9xJ0`UI80nAuLH1q$9o?_5LlY*;qxb7K zN#t*YQ%PIb^C~U%YRg%aribuJVDNH$RjZD_6~%ZiDdNsGUgGBs7T>91G0S}M>3qVd zG$&{E62+t1WEXFPVT-5Iamkdd!6x*}32vY2jvePHz960opIbL}77~EAwt<^mD$ptD zB%c+!-QCkuzNqX~`yo+5Vr)Bnd0Fin3H6svWgZ^n{+@;CvgwbM26tB17z2Zk$+vMj zM+wDdM$wYP6uH^*5g)Pk@V+oJR)Vh9XdNc=;X)=Y{BM~BY!qp0f=W4ZIwWlO^)A#K z)!3}Hp4fTCKb>G>ipE!L49`w-|6#4LmeDzAxF0=luPnS|RZYze3~n8_K}^{?@YG56 zS+`G*_Q*HsS6e|Ta0K_3yTBT&$z%4j?8fdy)iYFW2A5h0ebST|O!_X=U(jXw+FbpN#p^_pX zIn;o3gTyd2zk7y#p1sdG&vSl0?{&R@yw`jF;o95z*1gt!uU?jnS<-Pw4~0{HqY2+S$RN9&cRv%+(sm z^K(GZ9LqxXGZqf}5R)1lr ze9-kTwtl4M9IYR0G$zbVNv0H!&vzkGqDo9=n5DOh8InsW1pry+L+Q8bPi{hy0xc=vpsnR+Q| z0+_UGe6^&t=;003dWmeLEfJeWSS8?|P-{kJK9#d>r`wxZg2}KCd{2echYQmpg6mz{ zQYkRbMN^}%%yW=gs_dI?X5IQCYo{r+_QmJg2?8LEAzfaRD3~+J-t77yN!1`ZaM2#B zVh<*@aXFmUAI~KeNe0NMmnW!2<_ylh_259ceV1jeo$&N@sG^){Yf>AV)m6M*zg*97-$_6F*y48`uBh^d3ee~&w zV+P-%H$8669RPq<2Hz1Ja`B?mc;f<k!1dR8|ZLN^sJS^av{O6k5*ZtUo1T0cxiK zYYjZZSadv!WyELxlg1?&_rnb?VluPStte~FS|y=72XDunW=`>tts43slJs(khP9JO zv=GhmHO0xL64@SZO77vV%HhEx$aGh%ftS&U1j?;_%&xZAA*u0;%bIq_53~UR?>&vR z(`F-dM`Tu~HNnjBi-I+Ye2gZKl%iH=|MWIx_6JfZ?Dq9HlLlLsA};qeDr6+0Snd=`mU zsdg*eQ((kT3g}T!XO9U4?)3pi?tcEO$vZF46vV!vB?}cJVO*R#EnI>CcPMW z+o5XO4l-&F5xnk-*_7m7UCx#J@^@^2$$zyjuPB)8q%bZ#ue)ECO^8uL-#%hkaEXqe zzfI0IiO)IPB!v+J^F^#jtv?Y~7F2m~1UsxtVequ^-V}}9@6OXGq9^e=lF_cTU8?=I z4PAVf0*!gC6|jo}*}0FUpDQrRb`Pibq?Xe9N>cE71?1}*j9qXY!ysT6hz&Fg6zyEb zG6ocwGxeQ4I6WgPfPrdk03;kZ_t9LY~+c<`(tOr|6%6@&@=635)Po3(MkYVt}C+^dl zMq-0bT6KGhV{3VB4|qE&&S9CQ`;f4J3|6C?0iA-`G~kX^Zv0|l+C=T%<+rH}Y*|DI z%YS@mmgE&UcS}y~>+(xBYm3maG?@uZxA0}|KGVhi;?CUBQ^M&UE zbHiZ@ubzb)g0=@Wa>cqimy>E3YS(r>=7J&&#wujJMm8(8guj*c2r$L!j!TAGIpw=2 zuP?er?VI#js5X>)(Un5$Oj52C#!N1-l@+95y;_>f&HaZF5Sxa*w4P2cG%A)Pp1YUL zX2Eh`K*In!>T-O9m)7#i+yDqb8^znqm}3gND0T?U><|}@>pac`%e%u=tGvb@z#)@6 zNBnndj)IhDcQ|7%4S$_OvPEmB?W#q8>xmAkGp2x$lOq)Ew5SvVtaY7BjG8=rmUu4+8|&Q2z_JE=~CR7;(>Z z4}({CBV4l%VIy#`m|^^$T~sH7x3my z@h6T0=4zBKcgC>LE;oEb=XmZrJcS?*6Cc}D8dTc8UgImL8A2P&#-7}NHgPyyA>Si- z__5BKjx;Mfd(^hSZe(+wHZI`_Z?{8&VC%)zW!bx!Vk!}iOBg0_S{)SO>I`}PK#kV%9TZ5ot2puU7*Cw+(wlAIw9*5oHL(Ui1PwUh zZVEUNpy*e&XU$cB1)u=exe@U+*guQg+UDWyA(O{=IxX=9lqto=9VvYkHq1SIsNt`3 zof=Sm4>nlDrGX40+4u_U5zE?+Bv-))1cJJI@;;n=O|cn5B}k!h($|!?t#w-TS|60S zgo%|QI}H70nChpuu5_iyCji*@@)Z;0!8PDh+FE#y7q?z?Y?C!L9W?ZSN7$+tXshPy zlERt?MI;GJ@_j`yQn~|AG|(?TAA})x42!Fwv!0LoWo9;x){#S06xo@XQnW^I%FN}z z3g2eLDE8U;d2Pyc@gUPJWK|E%$^9tJX8q3V${6f8>gShXdt0A2=PKRzbtR8ng zol(y-IU*456ed57<|_~Tq^o!jJUrYSXLHBfn17~zfI#?QVD|>@p}05am;D2jkIoRf zk_ew!qtF-=1yL#j&d(IAlnvZODCnnj3Jkt9sO476-Y*{Xl47FBGje;7tVWKK=0q|wbgM}@cK-kIhF;K%N>iA{0r7|ig z8MOlKav70B|B~LGsO*jpxsO>~yYkgR_OQO!L666u$zAOj3?Zy(w!F!r58P4f@)t$P zIhdeZzPd8TLI#nbe)dm?OF2^7+VI)g8;U>GGD`5GZfte3Ia>F`z9+TBtu~j#*qG~8 z+vk*NOSI)JZ)~s|To2mAk5_2c&pSDLOl{Mpt^^qgi5g=QlUo@)FMp;!G${VI*Qfi{ za3zsRv+*bpP5i?QrYFLDqopKmed z2U0}y9CriNNU@QQjvcAb>*Fu)kX{LVQd!?fZNf;`-z#BU%PDxN@SoJhnA7opQdb60 z*Aq+KSPXTY8_Ze$q%NsuIke!3h3PR2EltuY70Wubl7DC9(^Ri|i>cNVlBYHVcQQ!5 zC5>yDIWp4T_D2&4mr?PiY4lJ|sdY7APN?n`9$-xY1MDt;S=7>F?_wv4-OUAzp~HgM zzj;7@KW9M;>BSw^z5?`*JSKQ&qqn@-mg3Dp2NSzJ_RUirc)bTtVq?L>d{=PS7f*dR z#RC!z*Wjv^6<47zMT#AK@NVC}9TNz%Oc`uFHmwSTd7#&$!2H!>>o2@!DU3j*w>cz1 zramwZ8BnW@aq++#23d(1ugoQXpTv)`EZcle&-tqMP8aG&+QUvHm-Sv-Nh0Qa{c+9= zZ-4}}SH$eDG71Iw9uNmWr$5}8dlD{vKkcO4GkPwYDRKzrs z2xaMuuSV90mhHe25y!Hg;WY1)w3TT72ipPfpsnECv^o5*a{0Nt`#sgMs0bjYlm{lZmZsTkd|-W@sG5)Y>z56tC?U1jmdLfIZ+^> z^|Vt}93yfFV|=49&U#gpeN(Q7lF6(S*x&-iKzz{Uh{!m&B>c$*UlD4Y<=3qsBCTnA zfJBqbqPQnYy~YdC3e3R-U*3B2e5q|O)h*Q3;+_>`;zts*Po+EmdBVDZ-^F$8$wJB1|~;t8F+)RDP)R)Rziz3 z!Gx*%0-sER&HZ;8Wmbr94pEJ#6Aw-#@X!-WYpy~c?#srw-*S)117T#~(4*_ruK@1c z_3`{lv$pBY?lSH+QsNsPU2+*%&n+Rn77 zSV6saUOA2Nb{%HO-~F_oUV~+c*X~EmmX9ELxdm*W`j>pz5MxMU@Nvzx@0g6Q4+x(e z^uM@!CUGvdcX8_(<-J_+eK)&9xzHJWyYU;qA$f0|LwpyJug7Lrx8G1^;Tpd`+(JW6 z;oXZKB7YyEq?#>fVS%hM(G*6lP+2(hl;%HueIUMUYqwMh?@)ZDrAR26rX zA&{N%$6@bfaJP~~1AUm5PzU52ged=uwM*4zR8eLZgsm(2R=3RCCO(l%;b8=3;>AR7 zsK!_fyt&(|XoI2FWvv1^52~-{xm;+=a_{PtTiyeOu*C(mA4!q5W5OL%q5KBLYh}U zjk`Aga-E9|I@B!e_Xh?*L`;EV1gaJGM?-%e8$rz2!6-u{+&Ga$VU@<`xV+C*V;l7| z2R|-MwL}x3O3vFbMB3&FG5o*4O^JT zXptU0cRBWQ-&rF{an9k6Go%{Xm&=%Zm)wC71nnq3(aD=hi6=RKC5!g<`N3O)p>{)0 zT~>!7Zhxd?b+Xlp6gIBQ@TR$|j?~(vd{1dqO6G`E8yvUgTN_~An%SGC9rPzYRjX^9 zh9?+*M@){~?S9y}^*-pR5M8+i+_3OFoE$dXf#R#>f;_;5Xi`3B_o8<%uCwD6UXU2lF8FXBALEcUULyx_Yu+NoBAPJ@z7O{qTv@cU zxvM;yY#c_i7FJ@#=b1LQK&r`_iZP!{Xgj$7d)uu_8;^8~$*PEl`dc}hCLsnUTeC~1 z9zkl0DA5qP2J5AwzMn9teimMk!bDWA@g#j0zt%+2^4p<&t!KdduW{m^GnQ6VM6}F% zcE;GGH#F_F>TKL%M0;)KZ)QdNxuQ@k^B|&EB?jlqU*^)*;72=?&LJCr^23Ko$h>!+$Ad3Z z`d-B<=&`{vNbp${FZo}jiw1R1TRCI7jVo!*LOCg4yVd|aSHQNi8X#39H~3N8 zvzMNXoShXMY5Uq3zG7R2EVM{=aNaWOSlCiV>nAr8v^3sw8hv6Q7j5G|MtTb)l;^Oj1 zK47n+IJln3P5?WLjFptPb;IQ>C^7!*5$l?VLUEM)6bH3eGUGezG z*s^vZ-? zvX3xP5*mh|&66l4qm(l#>{XHU{`g=It6=#-bYac-0p==t!%pP(Y}kJPZ2n_Kf~@x+*HkAJ`)tZBA)svTa*U1p>FcQymo;doGbh|k zV&|*!-2P{eBJs>_qmXTW=Pe$KzFD5m3RR3ZNe3`-*_Dp#edgvqpSz#1$FH~?L~U?~ zieBICsohwYXoyb*Y3p9i?RiXm7|e7MQ)4E@#9gs*UKQ%c zr2rgld}eDQ(qQ&8{(2+`V@k`&bi|S{RVyRw;BCBKTbuk2-+LvshBmUl1hKBNL^DB3 ztou+vPiuMqYW*>9cIX}7|9XSlD3hCf-DMRZx2 zs6X7|>otHW!F{&2wu}$gUz^5;1(1J8Z=>Wz~&!7(TsjN3PsE#dB_nA(OBfOQuES!l0)!&$`E;f9Y}5mQCJM0x%4 zw;+=yJ+G`y`)ff3IbfmFvLbEMmeJon8W1Yky;@2!-xX^U<^%((STC%PRT@k@miXzt znZ-Sq;=^?y*s?53OEB)5v;R>7#ZT0J!}`c$rVE{Qsz-1^#kqYfA7~kqt;qgj?%C_b zv>*d12e8N3Wg1CyHH9sAG-u2bVLZiVJ^GDfdC|bik1h2;g|8IV_HEf!+2P&NbqWEc ztP_=*Lxss~&MO0~>gz?%0o3q(#-gMTZ@1^e`bL{UK2o-#s#VeI@x5Gq!96z5#e<{< zhJ;7?m$?>fqzpILaIyjhjDN%HMR(I(r6h7y3n(Oe1i;qC$(Gqa8<=yMn<)MHEF zvWs9zsEjv|%Gamur|>IKFSyg!;AO>IV*66jnx|NvTdU06BH}vm&}g;FoZ5JXsuKQWxzBF!^C*f9u3 zU*ztXm)Dt98oEb&VSvl%`SF2s)^^8T0N~6KvHDg^qpa{2j?Dx6M@ozp&!~kkGg^f0 zdJk$TLxyvl60xa@<;lxAhK)i(K#~R&`l_-&`T$^{{$4AcpD3Zs#;& z7Zq_s(Q+5o`?5Iv>A3wQqX4z=w?f(dc@iqu^qJe*z&?$rlZryBc} zMRLEm@-H3+o|sPi10*A|#DlWMne6(rO(GE3dtx#(!yQ)Me0a%Ou`>z*@wQT1vSlUk=Hw8Lp`aN{>By9K`effjYv zto$(WFaO&@v8(;pfBdFF_~a&c8WsogUtji59!&iQAn|z-Lz4e}=f5EO|Bq;E(Gv7N z#(KD{)cjl#mKwwgKijn-#D$7Z{|3NbIvc1l>gArlcqS0vSQS;GTo{H{Xb9RiI0ME02v#{tH6< z^ELd}e8<1B&=*%gLD&B>^Iwtsf0_Az*~I^QGXF>U@c-qLDWdGB^3Gs>;TFpR>DeNC z34d%#w56C+(Ei|aCU;7}L58iJY4eNXB5mY%eMECHa~0}N?0f`7(pONi01^rzuH0s>4^qI%>22qwtI7u zNUn-MsBc`Dop03>Hh+Zq9+9I#pI$8M}tycEEgSAMg^*zeRtPaIZ3 zwJI5hY^L0>`?%wN>P$$eaPfLQ+8$K`K4$F8=Gn)900H=ZL!`&X%(4kGTeH%C2K#2Z zSl>`?zLTnAG+lblX8sQ>=8s?1O(}U6DVeTs^hBJ6igZ|ub6V_dJ=PUqnNd+TQ^VL- z2C`vasj#bA`Lwd5qv9o|JMIs^=3AIgq+;;MA4?sZHP+!dn|?ff1+%2ED8ZrMAWFH2 zw#-wSWxv-W_DF&|XLc?X&LM$u+_k|?$@-VeW8pQ|YUDTXNikzmf4I{Skx9p;y^Mn? zr>g@t?=@6M&+`R1mdJq#XLO@_;wIvrfIpi|{B$9_lJB_1y-GV{EC9OR=rW5-)#0&(n)6-Poo5l6)@1FiQwjGkOK(lUEm z60Qvif1>tFo8?w;qSD@|t5+|A@m*A?%)ZGxCM zAE{OCsTL+VceW{+KUwvhE8SkoT}~F&L){vWg^4=*5U=D)U41edqvcOVw&K`?*`|KR zL`rCFO9zvyvqF!wyss@W0ABqJ5CJV`cdT0PqWzX~86%^knBg|#_Px#ffJ*!uZ33Ypu10n4nM+5J0ljUDa1GqYnG4BtR|xe?U*I);JG z86y6d=jL8*Lp!o=p<)#7j@1-iA?G4J*3oA!O3oIs-8*Ml-D zO!&4uv8CJ`FB$mc(x!>}L*wCJ5q%ro?~L0IQ<@z$h-=pPrX;%t+Yu%lDqSbGljV~X zf_!QGiVN7YZ^)FItdu$(6t7m-tEj6~_?v zBOub!aY8O~ilOc-KF&OBvVv8(* zmmTl>o|Y-u*kmETBZsLQ=B7$_@_4gqp1^~`$lAT0@0lf^4Hdp@M2+@4;=+CtU98B9t4@<%sf~|` zqQnM3mD6LY`|`x_M%B-JV9QXy^aCwi?mmk-97gl2O|FKWuq$p1KVc@Q46r{NVM#n-%>xE+c1b|iuzSsTz zrsi~+8tv_JCwOLz4CqS}7^(9LvmUEfbO<*26M9aDSZPzV*(T{YlP49;#8nInH!oJKBVr}YFGIP%kJtT{}&+UlArZ*?$sg9V1s$8VQt~_&(G$#uDgKvRI zoe!lsqWIMU-Dp9G$bPVvqm*cfFD(SK8P#$4UDhMxS|_z~NR$gkW4@a(U6Q&#?Z$9E zm-{V*!%}NTex^@?xc76uKnIsZc_({hkb^^MWL!`KwlEEsI@~t+NS*#!$cd?E$Y+L2 zkT!Bbg47zAjp)_jJ1nG_i=>&uO`C0!jT)Te!*<6Oh(wT?KX7A6TRs#PbR`Zv z6k$N|Vhjk-9R;}h9~J2!4(GNn@S~7HSyAlR>qNBH2-{psO?d9yNw>rw>@twO2BQ3l zhpbXcU9k=(GSd3q?|Hu^MWk5L<=(lJ+xjS%Nh|tn;#D=CTAkG6D0xVqMMGxR?MpC; z-Q4%gF2c4XSLiOx!-&3Yhqy^ybsAgB5X2D82us(&$DUMKxw|EyA}afrPKT|TN1yW};_fmoxtP%{_&<2r_Z zNE|-fMfGKbWueai-=s->eZqXrTC)gu66q)g)UirKr0p6~^jN!1U=m@;ua}LsUlCXi zgn<$`+co|*jCLRv{Rs-6F7<|qt-q;x@Pj*Lq7yDB->@xKk!pusf#0P?a+%s{xOmZ( zdm4Rsyg*53{BIw(dgNL#I&h12}s>?(V`&vAW{DJm@B}7T`5PEhq04a zs3UNlJWCVu8kU_me{8@Q(p%5t*kCFrf!H6#IhYnf8ZVo8$sKD?`Yt=1ksZ`D7`?vv z%X_UpA5rUGI3|15Xt&k(I*EM3 zQMacV<{Pi6hfIPUE2vY3VMai`FC;O*i#gp_Sed);R z@$qqUDw>}MJ&V2a3QK*`3f3cXcb>r5z@*HZoZ&x1lWL8-;+;XIfngkFBT;6~Jkz7xs_w)A@tr5?L3Qqas-~G~Y1@+nE-ecDs)=u@9K#F&# zwm`ocl&S5%9A4OJBeHcVGbg7r8+C@{Ct1)=b?|-!1!Kz3eIl+JiJ>1>D5uR6fgi z0Gs2I_&1}?bWj>GH)_QiJz~Jn z{CY0^iid|7$lfwgc^y?_ODTV~5i3@sMLTcG&y72FN1oOm7=o1OE3-iua8Y;psdnl@ z=SAN~sO|rHc78S{p^$O&5g4!gq4t6hjZv$&!E{An&F9%m2B6*~L@e0Pi$4Wg2wF1f zm1|`h2|tli6Ai|^#q^Z@=D{E|@dJv6(o6T9OVBvts@*GdsKe$Gsw%FiNDr;0EWYfPJ5n7U;nG zz?yXL8aX8kvL>01F*i5aCi!HebL$|1%1xi4UsRm-MU_TRzsYXmJ^)i6HD2cP5^tha z;-h`WRhY2hzSjH&yL~GDA8sGMYuX)PqJm+z>sSE-16AS{ivIES_1tR$VN~69)2Rb1 zw%DAMhZL7kxu4lO$nCCO%YL6)fwDOaP?YSPQEZ^D^&&Q3LF6&p)o&)2*$#fm7Zzqy zgr@kEe@{Y7DzzCI0g-?8Ty$oGJxd@g(4K1v3xxSw1mC=m+2EFvPeS6P-t88cd|wO` zXsg{iwT(^*=@t7Lr@&uc3dR$#D3UJdxrH1Zj0yCtNU>lLAVA+3nbAOhpK0`C(<7!> zefKEPgr!9}9iYuQ`))%hHlEY!<4P=>!F^;+3Y)uxie*_ghlz~r{??rFSjF9YROxED zDk{|u_eaXDDgp4%J6%N>zeGAg8fC&UVL*)UL2a@9+D0#2C>45}h?AP0>$gYVQBUEj z5a&t~jC;Jx;YW|7-P)yLOv);XOc9X5tQ`DxW`Vb?LCr^)gAl32ZM`RHyX+BWLk#De zXatRFA>0JviHQ{3ze4WZrCl3MHfJ>>3tLKl{D(Fv^yjuoH~}9 zC9LPTmXE&`#ihCTeAX2d*8UcIvF9%IBApz~GH*Rp>fLo4xn{e@LuoKgo%D(M+Gx4) zY|gXU9`VPs@u#%|rHyde!QAZYYhwX?>X|tc3yD*?TLqwzVr@*8(%A_dkF6QSD8WON z(1M&JFEg_&sGnyB$I9kp=T{W2`= z_93EBk1vk4Mc<{vJ=tLckMm2O&`E^zO8dKwMtZOAHAX%ywUFRDfi6Qu8VJY4vH`UX z`j4GyJNFnE5WglZhQ?}~Wi4K+)f=LA7royvR4v>-mXT&W@yU8zBxiTTaY~Uh}JgFoz;4`4vroN=_?as$pgg&X4}dJq1zA9d@D{pCFobn+kq_capIuk zIoiFEZ6}`7#BBae0*??V}500mV~z0b#U2vetxQ=fBhp|AW=vzp5v>k^WkoRU?((fWonWH zr5%zwHvJ|W8qKSb0k5ze{GzL0v%@x0<}Mq7suQ7(#9=BI#xbV=d&}tT6 zW!WG#!|inSu4R9#t!&!G&`FOpev{Nyf_MW(*Tu0bM=)5 zAEFeOY!a+W5N&IbXT^Vo36S!R?Ee4I9OJ8&zGQuCup;v41wxJ`tsdNgUE5GFIT5+ICL6iW4!?NOE3#7P4SJBr5CwergEn14CKCF0OYwg; zhN(6E-bjhrjPCF#HZG85#9iRix}Vmt*Qdkb{{GIj(!E)|N;G?r-ECcIZRk`}85lfw z(Q@G!zpjE?f?HmmCEsdb(LT8bn(Q8Lrp2OGsHV*4Y-ttK75CU+sBrA3R*{6KyfllH zd6G?j=eKWL`P=#*L2-FcC#!xK9DRdQf6u+oX)>Lr=$VaKgp8-YSUQ1fb~lHW&A=~n zP|f&$;iBamEzVqJRffAKdKQRXv7U=C%OnMTLAPJ2MEnB@2tlq^KFj?aCiz(l3bDlLb9yf22K2?i$RP)+p4aZKE6$fjSAdP_RHkMBv## z@^k9nN<4`$xJjQ6cXnR60o8wbGLla0Qb2D4%h4{sEa^OG0&Q@Zv#dAgB`8mdiN4Dk zEJj7I7%U&N&a#V()Ci~nqu{T=&FOojR$v2tfD+Xnjxz!otZnG}s>y(=gUa|}^d zla&#LIJ+bC8a#P@2Jy>nF(t=q5C`)NiM9af6HjW@e)1e*!nk3Zm7B)#@S#$6SK za{;o4)AF!-w*2X!uJh0okxFT4smW>;)z199uHevwhst5}6Ug=*_OeWyf}wYP3VBc` zExLn8Ch_bvmfj6<0i%U_%#XqOx}4WMUN^2ACvYDvDXMW@NN#+QKsWb{X@J&AMa! zuf%>7XRABPmb*^}RQ5CJTsS6n#_xoaLjWa_Ws-nDRiDfG71ZL!rKrr086%@E4WFQ z4kk27pJ+Fz*tJsl!7hEEA>y>GC@$nN2>J5;Z^8gHEYgkDUqr0fZv{y|#zs@ILQw!m zx76bS7Pak9A=%`N6X;T(3^qb%h_SR_ZsunZVrA6s=kE|CbW13k^@`caoW`U(h{*_5 zzaID509|)+8rFGoii)x5NiQvq$9ZvMFd`A3?F!71H7Wz73TDUArZ=h znY(e1>@ADEvU`pORfn>jWtAIuiuXRu_z|Y6@o=L*loCGJlFt`vfn_(bDX5= zB{)>2Bm4AdyXe6r7(XI)_%$Qv0>`()!q>bwQx_jmTJk`<*T~x^2SqCE3-Kwi^98VS zo_Yk=bMi)MjXnxVuOE_sFh3S6Qn87A_xBPjF`cHv`0?fVL4Y|pM%;B!a4_#t_usFQ zZ9;30FGB}i6U@u+-$Buf(JX@&V*#$5J7H3%&{a3!PO!piP_tfgdN;d|xQzz-idsFH zF>TRWU2B!d=K?pq1A&{`W;h5?AKHCVpi0{0(&

&gQ~wli%wDlZgE)JMZwE6i*Qj z4vyJXeZfpgwC(&s@k}d7uBk`Z3|`^9y!=Y|W`cB{d^`mM!8l@)gK;;Tyoig$bWq5y z4&_(3x20prKFc`la=@>YdGN@i+j9iK*TIO4@yFeR)L@!VUDn6%Z{K>z>fjdr5o7gy zgJ|eK#2CJX2^=P-5jJjqA_KT&U<;M?!iEn;X%J-leB2C*4g&&g1`ZCvDdPgP`;(^u z!@cIWoX?QFu)2m2CL)u20{}Qil$EJO#;eHm4LDfBGs!v+pxpYC5Bt|NZo0Q}LJRG^ zlA{u=bW0axE9}<_3n#ZjPCx!lH@_?uVPr2H>{p>f?lD%GDsmQ$k*vihp@)%2I#Oq$ zUhLJYxWp*IU6oeyRb?-9-6)a#njEdRkoy;nzAF1?kBdw819RGeDx%f)5vM(8-+RPp z%CS&l!knpt-lo-Vgy(CQ!#Q3YN#*L*#^l&W|KxEQCn#}2USL$sE_=ce3Hlk+AB`y6 z?DZ=~&7BrDB1^*tzj$oa8PliTNx2xv-ke)44Nzu?qW`es9ON$v_1s3i%+)G=TMY%R zp&iZA{U)2!!dd$DH4YQiX6})u=+zNgy&6=6d_tugJf3q+2LmX!Ut`~|P{QA|O=Qi_ zaPmk7gQ!E90~za|os{>txmZb1^O%ajORvUNSiJE`Pg|GQ#xCgkUPwefds}xLne%W` zipk3Kh;n_nxL>su2d9@922@PG{;q5poB%d)E#du1A>vy;*$?lIvIy5Ih+XK~SPBb% zX-QO|Z^K`V1DW5rU?)Zc)~`pYIzTrQt5oYF%z}CU5&9FMx$+UQYSQ1u76aNX=QwLO z{foWu-NN)zo}GosvHCRd9%0W$ao*!_LfUkAXfTDKIzVe{lDn}6e8a8P?V`Nt0C~6q zXF4o?pg5h~X0qWK6xE=x|rxm)(f)?KUfV5QH2O*ow#L5H= zX@v%-mEV)MYt8C6z8nBsk5prl$w

JQN42pQ4}c?U@5m%-W+*5tUNJ@C~ldb=NDB zPL@N}sOWEZG)(|)#yjj9&$V`|4adX6Xj|8zzXI) z2#i5+V`QF8W?5&+V!pCZHN-BPTzCo35p~V^?~%cArc{Z`UEeyQSFL9xyFyYZj53u_ z;(5=scvZ5U;?*9cywF{{863X6OHgs82r>9>gxBF`xP85?Zmnbe`p~4v=vk8hMkgyp z`a*GH-3z?;;su%c+sM|08-KBZeGjh<^wQ5vL-i7}7yaE*8ik$Sz{C_d zorQ9rHP>dWsI@7zy&uYy*b&(HVl@kp*g*f!&&3SzBQrkDFjWBEpLW9jGT*IS#QY@%AnjyBD?0S*5Y z^UNZr@jM8DMCE*c=n&AM8q}c9?7B8VyX|eTIMU6eHCP&nhfDMD=PrRW?KrXuu29dL zJxSfk&U&X}gO3{jIzw6vOB8E4T;m2O)VloJT&CfEp9(!~LHnYz{h-zz01o-585jNp zXW2e^c@(1e6>g>FET30sGssy8wXT<$9WP!<-IO|fg(j{m3PQe_MHaqVLA@?HeIDa} z&7e^30%FCMPpb@*Uq1`-Q$IMzIqZk#JR}-qjzd%~^J(be=b>|5SA}l8L#*m=6vwi< zg&kj<(SL&;etm#?4nkG`ksWx4=Q(Mlfhe2zSZ(Dj^bYg#pr~tG@6`NOHS#EVkg`5^ zln9U3Lt^8iKW9pR-n+!H!-uy|I;7(G1WUql*GH=}be-o~T8&29I=Ls0)!cqOV9lK^ zF>N&h0P^!I0C7u8ORL2DtAtjyLwWvVi6^>xf(^GYH+n)f!)@S1c44nv9%;m zo6H-bH~l`l^16POki7QySuG@)Mk6zrW`5qp18TkzhP(QMx?bC!h=ykpDn1SS?HS*{ z&2`zCGt?3t|CK5LT^*>dHJjSqxXB4t6VE-p5h-;@#_0;%kEQBsVMzx*8GFa(Ibn$5qK%X&Os=Z`9|CgAPuK4-*!ir2=fiiZbL>rW!@s z6WjMZH|rmq6$+jy`V+hX=U+p24`;(S&$+(eg!M2*%aGHa=6pnawv`cMsnYM^E<_MG z)Ki`|y6pVr15#f+=gd;qQe~o%=z6pw9223RsY!w7Lg2Ao!O z)J$epN3Yxlcl$2Y_n6gjUB{iAWym)M{6Fgd`aF>)LM2zmZ_wiRd+KeM;5Q|H{3qurLVe-qr1~+OfkgZSdCxm+{6AC_P?W31W)~ z&>nw7j3HJbE&#!%&{&gy+X^SBbadP{K24)2tsP{FjrwpyXh`9$qaxMcpD@7rsph77 zzu#-EdCn3AT$XXBUD&w-BFe_#Q0V9QXN1Dn$F^LZ>RrnyxcpXSUT z5|B|@l5dxo^kq3oXivK)Q~sqksh{6VE%YDcv~MW3O|cJI_3E-Nc2^6k3#&i%wWrD| zM94bUQ$n1u9b;!-@Uq^w#*|Hi{%f6(I-+9&(N%0)hb~5Wtio;T+9+2Ze?F@w#a=v4 zlUjs8{sK~-o-RFxt{Do**EENtrG=NVS5+4$-7kQWh}#tA{SalfTkYUqBHi!GhZ)`U zXROCJ+P8teo1-vdu)G8eSFs#3k999ZloA*eY0N?eN9PBy^`2)$^Y)V={q`|Lz*wIl z)}f8_a0)%_JT_h=b>%Nk5C(*T=ed0KSUrJC(ZK)gP_w5FPm-sBlPg4>JkskTxYP03 zQlFkyuTSMtxh;=y*@>_1rkb#RC8t^B6PgA${otxp(~ z%a@Iy>0+H%lCRzDE~TEd;HwY+DLg2)Q(oMlK7{BlF6(U@uz8S2DU3xS|HsR-eG>{t zu1J`&)P?=L@wbq4_$rQVl|I`N1!xb9BwWFeCHBfJg||RRXF}YQE>$Yqh50)@W}J)ZB0JlX)Dw7BreWyEQip%hnpmre z1+j7xEG>r0`HHPcyN>H1E#{2W>Z8if$%+hEu8Df~`fq!h=m(WA+~ z;vC4cb8`D!*U*Qn(S?cX{l$oj%|)2C^<4jf=z?<}X!FGj_P70LV{!BL3$Rsv5+;xQ z`?W#74MMy1reWfTYeggOQGz#5C@_@=XJlwP#&JQc9B7YT69fsiYi54fTD=z+XBVOZ z?p&a%{oA4YuTd>uf8PY5feLd<@xQ%|`X>$Om(z3NFu#nEfA4+SFEU_j!u~oS|KorC z3;-J`^pm3!MrJwS01Tf%U6X+uC4Wp_C5Q{X`xmbw)u>|-KZ*s^Ba;viy#>|RG`CuN%65BrijRpL8(D^WcY3{?ccWBe_i5#`&4~Qp54Y> z^#8E;o>5J9+uHCWiik87ln0ce2#QFNDkY$zfOL>vf`ZftD7_;hMU)={B)jSo8DqOao?UO`lz1y*jfF% z_MMaHh-h~GvzZOw-&~Kmeq~1O#3lYu(Hq1&l;n9^^ac1QVkk=KQNJt!G6mTgC4qva z8?D4r^c4CxQ<|f>?_ECJ;IMASHRTL>x#9nD%j>VOawb3C=+V7*YKHmGbIRc#|L{0p zojA>T<9bi`?#=(-bN%nW+rRv-gY_8ZxIqRqB;Cs?)Xit*;@IJZX9)h(wvFrLS_n@5 z7l7pdTIzr9-=9}cqh8{|ikluG0=zzy8sBhe->=d+JS6t?x+Ny&JDV$+)w}I+|MShf zGsE;v@J!u<4IxRtpMP~GUelX-`}0Vzit$98;_7WK>Cf5H?!&hkEwtGGdF=k>+x^?U z<~OFFITu~(7cS1jFA!z(P{O5DIq{b`K)cCkeRB=UFBjkPBfuthOl{=Mf8H4X?NfcLh%!CKFHZpix z_McV2fBV#&+G6?!I%6z1m21w9huLJik-n$Awcn1B0h;6rBlW>Wq4-qQzrt=Z&2_w2 z1q>@M%X`d8hf->L@m>K?U50}d z^k2{SzZ}?qF5Ukg-T(G!<^SJj^q=SD-@p1d!6=vGw#Qs_`P64~R^C1NE*asYsfz!+ z6t5QkHRXA3qv7X`|5*P!^tVlC{eeqc3I2%OQEhXS->hHgI8S7$2L0nr8lqvKKuRZ@ z%Cq;`KE(F`w*jqkuqPm>$&q;O``d>j9`^Y&o%4?%QS6W13o(A`mAsOMtd}&{?jauE z5l@rYKP$ifjs4swZ|Tct>G$_G#7C+;P4x$K71r+yn^*hkhnPtD*>sfh5%*b?AX+$_*~; z#2y}ovfqu%x;wVHtmyhPvg2sc5;S^;4A*Jt_|lStx%j!ptew*XWu=w#Y|Glc+VE=Z~{i*$M9rvmXTivz&@g?X9*B>o8V&}!c zE!q}YSQ)2>@JgPiJGHoQl2qcC-Fps$W(hit z&riV`E4fpO%<5gQ_Tzl&WfEBaY)QgXx)ZrVBggU@|B?O{wZc&QLe$uh!M)oc16Dre za|VxO-S>5WDDT&jv3Y^l09~=>f_vN5XDhUF9*1#BId0SEj0%FYDHpfJ% z--y*=uW4^nXKgR9G%AgzMi?oiuP`0%#hp^dyDgG4kYXNYv<+=*eBqFNtUTou-9=fqWT|v`ifR4dqWn*hbUGS2eQf&HXQ z@*WOLt%Yd{9_b1$Mlhi|2)4t}y8PYIak(SORBlygqTtQNuV@u{@2wZg0V!{}fPmit z2hN)>{mRkFFEi-9{QTU8;0%JOe6YvTn{8KUJ=*v*Yv>k5+2fw{@_S=a!((IlhHb& zU?61`?ZFNtwQNfR?g=tp78%18)mBqgCUIq0Z^@` zLJveEn9h5MsPP`1q0>xPcN;BodANId*m2Qo43i0GWKV%M|twQY?riSdERV*_ckypBq>$F@8(%Om!GdNF0%C#dNH?8$%O9j_18KJ zI8Ux@G6xDB#+(92VpuhZ2~oxysD33lK0{8$`bS)&DQQkVz)rg?SyX#6xcvs>ZWaq& zi}=&y3K@TJR(^K6Fi@t;d9rTBtVQBUej0GzL(pHz&}GvEt`pVQ6S}87Z_D-0d~qbd zK9ed%JdX7NRPfDBV0%^Y)_i_SEuD4@ovGaIX|4efcbCGEfX{>5Pt zR1<41xtx44--p2cLVhQZN|0;&y>}()hKa=P2LZ9McT}}V>(IAK8!JqPWj};To$59D z`d?P~Ok^fcrj0c91+IX`&UvmmIkTAeesgh$aAP{_^h>bOY!7z|hx zi4JffrX>S5&C=Ee1@59dPKir+bv$00C@YhfGZz80u@jmcItGnEdZ)zCPV`@_L@8*g zq@EWwyxPQ4_}qDt({O9L8glfM2@8I<{qBOI0krT;4&j-}#0k>N>L%Opojz)G7Z76Q zr3`?xN4?Y=n|Hf|L&q!(AjUV<6TNys4Ta8l(;{_{2rU1gve0dTVdvHdre?;=^)09G z4?(X9DQ&a_?RDa+pKWW7?AT1lpL86C*{G*WyIdDgXO?N3%2)ebcyiR`OzA2$-5WpO z1D{ON66ZRDSH+nJKLQ8o6zYVI)$M1>dun!```(lAprB`?pwMe+5UhLqG7K`({Zv_H z-gu-Q1d@2x{cAlWteAVP0JP<@GaIk6M`zF`iq=+)yCi>wrht1vreFT8$+8 zeAVV*!!i?cg1tF#alX0s36!EN>Cggc<4(N{Dnjl&>)^ZE^-)Za)B2bCXsw%I_(>ZP zBIe+FF%)OxXRH?6bhq}VutL}e!M9rY52AUNOMi=3sKR}h#`pg=?bun}Kqh#ry8KCU z_`!5xVa31cv{GPZ^H_j$AD7s);6QX@$658o7)%N$JUe_ae0V{HiRO~+Zv1X13LRV5cer@8~R8?#WU$xK11LInTl2Bf;k_Q6{-P!6#2l)2%r z%(zVLr7`!=1bV&@Zi7Uo)XQb!jm5BcNM9puIzx<7P072^9eK!@Xu4c%F$5!iQW`99!l!nD}K35a38s35Pa6PdVPFI(jpm7F7uim=bm zb&=<>Hldzk9|Y9*-@{Pg8xu`FYiLJctoxklOKQY7kZkQy`{}P^MK32?O6C4ieAMtV zcV1-p_FGLLE?#w?oTZUcf!0{)vEEo3C{+s_))p1tAgdgT4659I`VT<$&L&-^qMG{; z?xRHlARH??VfN^B0d?K%7SGX?wC{|LS-nd)P4Je%n8{!dld`z#PUezIVLj-0|IT=_ zVf$u&8g?_c(QV=+`|F)Xr$!?3z`!Ci7#XxSsV$G_bVe$C@SdrOpGtyHrU~?5oUQ<5 zW8LA2gje*ZHNL#s4kjD`2e5)K2*66pTU1edSM-!*9xBTo`z}?e^ZrJX$WE7oL#{ep zmo)FVG1o3?spDRTb1XcqH(a8>zxZ>!i3r$7q^Rug4Zte|wM;d}SP^s3X1C-FHRg?Z zDInW@Ud_~V>_GN4Knl`J2{Ze((S%zF*FXs zxv#Iac%`b;Ch#1ac7STs{)2Scbi1-RK&CP!tJ%jAQIR4SGT)W-K3zul{cJpj-Pt&o zNTuMiJO$yhOa9&IGE-(_!x)B%WJ+>HeP8WVW7bNl?(5+FU1D4HY6c4laf`MeC2Cl! z@uUp9Zy{5L1|Ym?E-j@gPP(iKsAE&!PWq`JYbWC7`}}Z*&}0~=Xi|2_s6exh_?=}J z)T%ef>*u&<>rOV+DB=ST=Iehh2Jf&GFjNS&M=G;h7nHIc6S0u}|7H~e#!OAJ4YU24odakw3Z^&yh{DnU>d$0;?KUNRau7#*KMjsqvjh zdV0EV?hMk=lhEHeDY0qxKE_@&Z`00V%g9|<@bT2-o7Q4_dYM;XsP*K!XXJG6{a8-in(-Qq#2+jV4$cWK(Jv5X#h6^;!0$rrb`(j!8W^j+$5{KAQsEQIquepOUymWe zyAD(OHv(stJ!{e%U)&Lwe2`e#xFCsY^$MIw6!{3hrmDO;PEJ%(ToO#%97k89wWBmg zRX3ANt*%Tod)K-xpE4GcIH-W*I=(sDe8lWi3(mj3&@c|gJ|08{H+6mn3`T~Uy>H?V z*77j2 z#`&y^c#gkl@3cV?*U+B5i{Bqq>=vXsDHn8{&HCV5@ z?KY3lsZl|Jexf`$ut{3czLaY_(3Pjm^8%a}Z9ici>=wA5q2&{dds9$0_Cny#Blhcz#-7c#o!6z! ztG3;CdJl{(m5v+WQl||SCmddJ>B)qNg*}X_%9iwRF)AIs6G9`%`R`^m4xee?CS`G$ z4a&j7ct_usvNC0-{T|$GeCuuoe;JwcKgDv}-LQb_ZXt6wBc+9yPsj~B|- zy%M@DScU-k4Jj`_;IE24qi%G#Np6Bv})^_?QnGnCAR;J}!J3~uI=GvR^9Py06Qzm`q!qQ@moGWb?D^^V(K zQ>GPX2KJh}eGl>nV~Jz>C)i;+S%C9kaQNQ-E+1F&FlMd&2gr_Q?K#BHwb3#0LD6@W z8Ovn+csvnfp`zb7Vg3x3m+k30K}%rd@B_v&_DiDa9uvIT*ZazX!ARRWuf<>3s#j(}&gh4#b_(P7b)hD#JR_n5kA*c^pE) z-OEiNed+!VE4xlJp?aO7P4ToF6aAo$kl$?j4Ua_l4^%p~$7M-U){81KHi!tE3BKv^ zRc!Z66^pnH9=Hfv%Ey%5l#UXatEfAYR@Bo4EAx)EZi)C(^?5`sg_QXn-4wrkUpdJd z)%a~kQ7^YqE#$=YH-|-hLNwj`Skts<(fDc|$Bf5vJm;?W4>lNtYrOrDKVDBz3?^qz z&Ph*sP2c~0kA6P3ByoOe-EOW=eKpA@gv{sDBL-8Q$Q~%nm=pJ?{#c?v7Eo?f5jOq; zd)(x4sdX>m#q5tB$+hYn!-LwI0{!(a!-o6kOH692yzu_-gLXzZ-O9}Txi@#dZ9VL- zv~w3Wt}Og`(^B;`C+tcOM%l)V$J?f(HH8-;{$7EcVHv7$snl|`$}?ps++qF^ch|#+ zF0IBG@A+@9<_p}yFPOZ1F}>#L!!wGHu%@coK|fd5G2C*st1>Loc>lq;;NEPO z`Du*GSeZX*YntZUK~D?ZULN*w`WY)lUvC=7irAfuntvxXX6`C#P}l@(*iW@3j#*Qc z=Foa`j69=0y^4KBgg>?@F5qOr1IjhX{`ru#Tpgn9ABgkRq+18xDHG# zXWg=D)JF@c9F&er%uu4UMYNL36J!Yi4y6@2qi2XgFv|7@hBF=ajQaU*ac}U@MqUnf z^4UboTsLOf%Lgg`w2t872Oi@+%aEf0FGAd+5>(7K>GDj4N2aJP9yy2l#eapZ(V>%J ztTz0ST6vB2$w@s>zZu5<0?$C~jfLCDqUH-*;*VfY8Yf;C$T6Ef55lbPY{*$%1Re=y zc+Ye6xp_tH2H8l@`a zsR-QOS+91(t=n=RAuEma=V(o)*R6r5?%ixyB^m*VWiQZvSsf>1MfqgWvnif^4=iSEBM(! zQxdbR>ilx{s_El^rz?I-LsUbE-xC7uZsN%|%L$8AmCc4)H>|4H;xV}NY>&A|z()P> zX9Q%p0v@0`U$6Tq>Kl>^J;amzXd#`bG=}+V=T=xjnO@4hApG>8BWBIx-=3FP2P7d?+v``vu zEv2;sEQ5Q)E}?tdMfS_(0-q7S-?~s@p5g< z{o-%P>P4x^bsfcPlAhz<*KxVuW6Z>MT6QVTe3`};1Eag239^J(xb^Y8$*f%@OgsFf z`te^Vxv(Ni6Swq4j;D=(?}>gl$z$&6o8pfyy4#l0qXkFZunPep3B(DaOg^76=({+*nJDk z{E_kZEu_)&J7mJDMUMRuo{zE#$68-uOG-)sJRDC6Q~DS^44`lwcVKk>xjC#5xn}i13eFGO9RS@?Mz?3^T1Sn0N;?e^t3@>{LdVWOoG>H z3tRciA2JZsduT9&1?Z7N)W}4AaMWh=w1>z~DWF{T80df$kQ*H>eVal_OE}5jX}AZ+ zb!AfP=0`;5GEE$J(tXgb)Q%Qve_-4*FN@%sRf!U-^{3`YkGgIN)ixw`Kg#6iqOq!a zR}o(?sUoHC8%F3?u4)m|1e0h{4>Vy4f}1z;CriA`b5iQSECIC58gY97V(O^HLKA1> z6npDNsoF4aZi!!?z}E7Z71KB8zT5ZB*h>aG1n}pd%%Ak9hD-kLRJX#$KPU`A3I$t7h7Y**$Up(22Uxcw!&FzQ5a=DSE#H;7;Mx_ZpzGfM6Fw4~ft0!1KL$W| zc?dCw`3AT=EGcNK&(Vaolim+D%X0n_ik2p}ehCNgts8x~@+|4U1Nw69ho4O-)LDfi zyq}n|`_U2^-ByS4-Y&+o9(qES3^?r2^{c5!nCy_3o`4()P5$@!x#&qa%(dWMubRkw z9|&qv$)L*PIN%)fo}8Aa>SUr)P-@v%Oj6#T^MssIfhPfj=r>d=k=opHrS7jVZ@YXv z^S&!>_^*w7ioazQCTerv1f&U7pZ?|~ZnKE006mB5XCs=91`rE(?uI8@GQ;`{qgo$& zAv`q>7%7nFl=xIS)!wmx(s~u){!WQn9=g_uB`c1dakEfy=MA;B?YIIA*oy!^0@pGy zSddUF*geQ^J4vp*b*D8cIfIH;B!>KACWlx~=O%1eq(~V9ux_vO$X5lFxnrc_fy-}O z#-Xz9JiF`(~loev2GQZFf zf<7a*)}iW~;aNLItKS9O+$}(76r@lSwMM$KxYKS+nHxoHJb_2Vqu8tPXJ_z!J;vn*uJuVghI84}g)vCWn-O;8Vn~g%UG-`iaZn@7`4Mp=x7^HMt@f6Bjvw@*qU=TZLj!MmgPMsrh}XTb8j2(^mYy9d;(Q zk4R}6H;;)|27b3=L+rmB4!&&yD?7=n0;@nMIQG%js#ot6y<4c+kV`QO#XY==eK&4? z)JaLWPgiJ~{ZRwpDrqW;xijMRin5#mFBa#8N__2-)Fdzhl(VnRpX(`uT6#|2J>Nao zom?^2UpnkGH^wlLLigZCA$cj(eDn}3uxxtvAe{?&{TTre1JPBidMsbYYK=YdYb#0a zn2$4n%2HkJ=5%~_L_=-&YLNDY43ALu3U+kn1EfqN1ySmog8m)WzgH|P$;mfN2Q0A6 zzS#}|5u2g|j02$HQFEME_3(gq58KHQG|(iQAFFJ%!?>GYQxEJ}+jIuHI`Aov0f>VI zkW~ibr$TVF5VTE}LK|FLN1RLgYDeE@Jx;{aFo$#(O}oLI+DM@EA-#1l1;?}|9Cg?# zk=_bkOE}Z(pAimz+tTcNc+($H|G;4@8<43LXuP+cmoo(M4PLHAWx4`hFqQbqHNals zZW$0H@K9*6BS85V%$)tq3f#gZZnw)A5=>~^E5*~6hj3bz?3xy6z3ckJ0WAkP?R#CR z{5Pj|mz_kb^eI_cz+d$BPq8nyd)5v!qna$fG*n!%!$j3oBi%k0AxpH5n)ukgKxtiGGA2Of5R6&gPJX?OhK6*{Y@E^~ae%$|v}ES)mqXtR?9 zciaprelY+{gm+}YjnbDG`^A<6gIvBo#gZshPNOZZ=}`O$A*mHDi!#sV*H+Y#hvM{= z=lX(*abFrMnhRJiNlQNp1@@CN=A%S4#{f3*6fflk`5dowWq0z%ZHb-`Dor{Vq=077 z%>V}<KFb>+i3Em3XHGAoIUe8#nwO zzxBb{++1tMb6YKu>i)Q@B*q#K>L(hS7h@;q41_m-P z;U3Jcoo-V9s&RGMPqRD}{Kz!TR!wTjvF^=lv0sHliExM)EGn>}5XWkjhvp zRNnb@VrhtIxD@#1@si?nbwX%XGfM(t48aAyo%aLcp1?F2iiT0|^C*P;$f$YxiwxID zba2f#tc$dzo7HBE`vPikreRQP>F$0zx7eoa0w$G)+-pW3EkeX~KJIOk%(ul+JCQ>h zrPfa0yJRT&Mx|z7Z0^c*Lv& z?+%eSVaZD)QXlf$G@RIc(@)P~+{r%6D_@K^w9>&kHva3*S+yUyQ~C5)%u(%EBA7b! z9eHa4;GSZCOFw@JV-V%Bn6SF(Ef%-!)fTB9kFLy8i6~c@dU&mK*RwDK>N-26>fWLD z-6@RK*P8b626EI#;Zk+LxL!qIE$4tZ%3^LTQg_kXWr1gW`Pjm;h*({6n)u%#_R0rW z5RSGzhjqr3B(9qPk4*p)MunRDfnOSY7SAJFdNOE%x|^bp>B6qEU$-o*^=E@#_21y- zGeFmw_HXkA-K46lrFyN5+jPfI_AifD+J-Q5@|?VumygKV+nOEzWSev&>!y2;pD^$| zixm@sc6(C3SELkjf-_w>Yk2FTp1}uU@w;o;7AAp~Ek3{cunh<#CAAb0sE`QU_VDvA z7J>JC6=8kQD>%e%Q>Om{S7lkUn6cpkCPQqQCv{Vb0sx6D-K>hCG5)A*8U<1b%5Z_z z5L?JGLjy^cf*GopuEDF{&jpi~I7$8J0ZB47acSaOKL%9Vsrf^Y0x( z*|1?<0aMHIv67nUW>1`=WAFfNhqpqU_wZVdN{uG_+eP=>|Cn`Z>d6%sr__5R^J&j; zKc1YTT|g*0B3DMw2N4WWk9xB}GIPMgn7aOh15$eub-L$WoXdPr<#)S_>wXoA)Xqjs zRl|>I`-$Fq$s@je0*DT<=}bt?xSP8l7(8l;Jb7&gxU*G{3(c$_ChlIFerA6X_hWkK z&oyt>GPG_2wQCH-%u#!f~?i?Mg-WXSmzLozbe%scp9OYz1JM^%&-SGhgAS(C2o zp|IyUc=sAo2+796}~!MrgWPGcN<&HaG(o&%K7utcX5?a3^UO`?b-O2t5I`aSo*>4 zo(P@@U@{kYh6%ljZX7IrURv(jp<|+!g~*+94iS@Y-f3ASVX zA>JB{IAarbA}gA#9Cf;Oal9mJlQ1A!e$SfyzCVs2Fu!wAEkZOUEdt1jJG6H*@gHxg zMCzq)rAndGS0~CK`cNrV40}d)-!}zEp9TCTb;|uLV=zYZ@%rbDk~Ji!4}il8l;R zW|w>kokqtE>fn-6%+Y{G%dks-6ko6dXqhBsnfZjgT8x->d1*B!i!(zbwe0$*?<_C#0i2*T2#qmiY5;u3hWwJ)qml8)@O9Q#)+p zw9qJ4X?x@B{lE8yL(1^+oudMpkNcq?+h~5PH>VJm?Vs)#S-VBblK>@7XSyD8JFL}< zwl=2Sioe=NXcVN~(!pb{`&);qjUAA&Q}?F^CO(`TQ2XGeGISU3A;hwVZ4Ds^gYxp_ z=$!bUs+E+;>v?KrpmdPX0y_kzSzE8%?aSrm0#J_Hhsq|8PXJ~eZX3B2lkaC_KeLWJ zV;p{uWBB5OOu4tOuP>xqBk!4G_iREpLR}j!#PCZQPg1Y^GLAW#m;3hc4vf=vbWVlt zPD5*d>!+a)3yJ~789!!fnL;v_u<*d2+lY`9tbtxF!&a-;+B9aN@X^6p!`gQzb4K&7 zeZz0aeRl2LHp`Y%!1s20`GiJwYG-8OufB4u&b+8NaZd;D%RrDvi?VS0g<1OOLnk-M z%Y$5Zw^a@@Cy#q7)t`l7n^ItW0H&#M`{~gKx>|7OiVgKNJ$F3Dsj{pP-`-{cpPQF| zo8lc65O;Fn+E;h6s{P)?Q;L69HXubO_@*s;1|{pdJeT4I2phpkII znfR;3uPT@Hdk>zkRYWOFsoDH{K3wJCrstF;f8J_?&9bc0qeI}^0kw++!q%)qY+7y^Lil70O6f7f@V^xAKYk{sPNu;JL@?<;DQUuQiUAeLm@y zJ+Q1TBC%60m0_Mycic#3`r+|bnL1^70r~Ic>`Zx8hPo(=sGt*uckhHY@c6f#+4h+| z=TAs-od3!cpjC1Plo2^*L-^hVp)%PIuTb}5mhk%G?@kmx(yQQE-}MXM@wRpkc}~gY za53BQCk9{lUam{9bZgd27PI84#tpVo=z9aLL#HWpI23J_VH+UN9j~d_wy66$HU0#a zPt414yVFNq*Z4qD<9%3aCQRGA{JESnEHP{>njBP4-B$FxNp9&99jdS#6IHw}4v0#b z#BbeYvixZtWc}y0RXPzXIB-r6QQ_TUXh}))X&p zdtDLaIo}}~(X_ry+vdxFJXKf!yBbTt6<-5qqbT(gymrBpi}kTir0QKoZE06;k&Nrm z5)ZfXDPeCfb~wk9Z`Wbh_dwZSZjsm}B34xz+b%mp{s;2t)}HdmKgLe06^{q!NYDOB zU}%13_~aHP$Mxz}eN12L-uNywn@0K3|saI29(jJ@Ufi?g6;h*#2khF^?rd zT7~yQuO+{YnAJ_KWHGpy#j<|;Va0LCa0L?D%k)efYnE8oLj9aP`+CKIKyMNJB|60O z-+73Prlg+LmiZq)b#=JqYOk@+R1E=0=15U{q^nk1f5BI=_@_AopI$R^!2CS?r(CLT zuW}nr0N5jbduKZolqt5g_y}^*r4mGQaq$F;q#b-|CxtDI=q2*hmJYb;z)ApO*D2A2 zYkF<~!|yG*s9?BajNeAw!i6l^7OZ0F(yoG zZLyvS{%b&v?rCo12X8A`h z>XWzxVR($wZnF>1gsCIoK&++p<(0aMO%{5*u+G<$kOl($XRAac(B6})-V@$A0yP@H zzsAWEh1?sr6`TVCwk}^)bw&6P-Ua#$c>|%=4P!77$J%Jz@O%fC*6a9jIqj2iFpqy) zOMuNqK>DPk!{?T009%e>{`{oM-42gCiZ5 zJ4SRA9W+Ig`)^;(x-QDIpR?8T>aa(PUxDK2MA91}fnl6gfagc3U4_>>i9A9dM9<9` z0Ht45%kWp~;FFPie!=@YvWt>u0Zu}S&i$mMiK!>KF6COk?{8?=d(PhJ*9UkvNg@LD zr{~yiLQA%RbOZd4bR(r7n~dqqOz&w)`eq+=S?%Fh_bB0;==-Wi)zr zt-)tv=d-=cUtPN9Bks+tFkTw~_}o+eq|NppS^#UaCS?JjWRNx+;>|~w)F%)!2EDnF zqY7|v^1}LEJ|RAi3Y)YeVi~UvwJsH)P0SFmWr_ZD=_y_AX9{0i&N~qiqwLF^2lN%m zB9=l=#a~jIfJXI8)JsZqZs_qI7RGc|o}KU9Hy%Zi4ojZ9ZOvnl16$>b&>)ie;VePL zO~=p0);~hLn8fN*9*`RBaDCGcS$+hOliu`~XdNVgqFk~R#$!TGE@ul7Zdn~SWJt}p zbrL`|fjZcIo?(C1n-(_4lsR?wihix`>n|UDf^!0zURaFUPw>X8D90b(rxS0zf4=(L z(Mi7ws_vg=3#10VL~mEOtWg=O4OM#=*w=O4ssNj4@8&w+gCZgAWIdJLuN(XW8lzC) zP`+Ogu|Fy*ZACuG`2>HSPW+_F7vz^|0|i4)4-M?~S~uHMLj}Tri4aC=uuaYbP&l7u zHnv}GCprs9S^O?u0t{!0<6pvy8!)Rqz0+Z^FjlbH6nZ%ktyT< zcSLrAhPi4Fdd{}`jBZrz=sII@6rlg}4gU|sXCjWt|LEYYpKqW-Ez2+W24j?!4;f$y_VDlADyJb^3>`uRYWf^SdPe`E>2yUmYWr~nJUH@8gu zGYJ>O8COR{J~O`m$Y^z~W@9u@6<`~dqmVRl^yhSYbR5OVVE9D$NQp7}0ww?EUcei7 zg$wMW7&kE(O5q_1hjuhB0;v;ZRkWXejJY6uQ*KhiD3XP1MZ|@nZ%6W;cINCaJ`gW= z>tZr;+ad4Qv0I}9E^Q~t<1zMuP|Dzoc^QEq!s1V4ofBJayJ7#6+-7o%nF-9?kx+kf z7VKeQqw>m(hdPYQavdsbi(bP29>5@L7qUQEF0dQ(I(n=-vl9Rh1H&0zs#5tLVBbUN zMpZSjVmP!EJ8x3#)XfhfCv7fOe>E-Yl>oph)qTPQT;*wFx!BKXGe?D@p)?Xo4|o5( zUnNK&go1+2#gs*A&ASwJmX8qS%QiD8O(CdQ`tHS8ez&E$)AQristfXg2ppRU&wn0 zaMl{#fNF8@!Q13FV~%Afs}&M0xp1U%ZH5qHho<#9SWXeu_ASt+CNOX$*e$bfpQtju zpCvv@{P??`9XLfB|2Rc$JOar_)60J1`ehE@&V9MggQ4^2Br?P*7fdBV^6i9pv-^PF zIzxO^U9c14@OF1=rv2u9M3zfg@nLc7J#-xg44yb{3mrF*kyw~v+Kr(^PE(4|wc0I) zH4Zv+uUq^pdMYGTxm0e2d^rC%u0EKsWV;&3w{<~2oFcY3HI|~XIhqj+a^I2cc@3T} zvxYTtTsJh(Oo7catqy`0xaB~4x|N1DKtJJXnMo1DX$34u4EMs8s#bLDHTP!8Qh{lq zIew|>5QT4yakn^5TQSOiemPKbWmdSzs4h}<_?|-0*H2%tCzB2c@Tmg5gS*H*Fi7z& zYjBdr!*FpMf7hl>p66*?g$lt=raassd+cn2hEgDRG$1up;EU4I`O7rmPO;nbtvb_A zXBPaftD;Fe?OmbHRR9At_nrzo_`6IU9K7m`x!L=anxNoJLIe6m4v@29#k!XZ&jR#$ zpanTsvd$L8tOj~M?YR8{Eelcott>#ASA2MdHqb?fUQWmlD|r(B$etW?aF}(Op0x4F z;j)z=J;B%EidTgiLiQeE=uPk$)TWTBNIId~6fgKDjm`4#{6*Zbsdf6Dfd9;2PZz<| zm@OAfrNtY#E&}B3=+YK!M4rD*^aIPy;6m%D$x6hJh*A~P%GvU>4EIFijYCQi#P3}Z ze*|MCFPK%?djE*9HOjq9Yr0h`>^Zd9A?TRSw|IOYvvGq~J;{=ajZpa5u-`z`Ufu6YIhUqHF8>SzyzV&XQ z$)zbosXVKF3;Ro-jOz78BIFYlT^Bv<}Mpi%9+A%)%1h=Z%> zxpCjp=H=day|UvB2PhlXVv=|3Dzx1T750Ah+l$QSs6!I~gL(_R6~IKZktkt}ovb9t zlUhUD;N->Ns_|Pc`I+7hQo_&bQ7&YQM*G2F(k@@98J;5DRx&n$@?9O&jbv`_w2<}h zDib;*9Y5s5A~ERG0(c0J4oQ1t>6dlx?g!xOL5kCow+MBe9u8<$llUTcOuC3`FHty4 zvA!nKdUs_bLeg{Lra3$$ug+msjb*Mcis)S;sBB*2(32=?S-&Go!DWYb%1UXEa}Vqm zZLl6B>M9w4(+3&j3Hg44#)O2Q^b~<_L`oUcBHDWzOcUVwp*&#>E;ggS6*JlojL&OzRAQXb}Kte zWR5yDpt5_<)e!&|H8Nx?<^Trqz4KMel1Iy+~Q+)~cC z7~k*a+%rmc8@aq;(mei@qx$(J&if?fnYRn$3d>+15w3t32PjWeSTdB@2WX00H+__+ ziaqWPWitP=()0?dG9~L$i*KsxU?vCXP^bvAU-}G32hT6e9zDw$ZGj5OT8n+t*1t~+ zu)zMv%&=(jYg`$r(Tm{}cd=)nB$TEF2Qp9#)2*{nz4h02YOz!A&jlaU=)1YbzgOkI{fU8IVfT@%=a>JEP{2mdA6~p7=6ma( zeH43-@G1Bh(g}RM-DsyrP|-@&Kk-PHD52$O4k4KWBVNB<6r5(B`FwaOv)8r`IYgAc zn+>o4QY_t3SZ2MT`^Y_)_hg*N8HpDo1)Lr1@u0sGL?m}6$I7SmfU0O3)l3ZjwMTy* z=yoe~22;nE;g1&+(DRR^#y`7RVtM>V^ilH^?Oh*WMsPNcvQUBuR95z>wF;zFklM3D zy9U^c%tC$qcMYiSGXwFOfEfm%oSDzNp{TK@=waDLQ%6`hL&fg_?^EPfqlrzZ!Y%>( ztpeWMS`F?Ix2)3K6t^mMjr^6m)0JP${Boh3npKmalK(u z9zAriPnO+_J9TqI^-;;0V{uw35uu?h<>ECPKprTbrI3Enq#H;OJ1qj!(?O2NmbDop z#!Cy*h;EhY$6tz`95<-w>Q*^~VXu9hW%ZQm!l>|lcttOO-0kq5z zB8{yAv*9}C+c4?Z4|iW<=^LSKqUl~S zHag_mAzfT5T_Xfun%9Nybp@s$eXgKn?Y6DnEkAtl1h|Q(|K`xx1Zr~Dhs7H&%|Z@a zde$nu!#Qy^3xApmVY?h%x6X%pzA5^b$|XTEtXSUj5@CLADm0$;IA59SpShtS82ON5 z(ciuKLw04y@@d`Dg8~01)+rFZ*r8IBvWPh9evQ?@H^z9)`L6T!{hs1!yz;d0 z;N`*6%kT*Ws{kM3O+a5{%@TEg-Imn(%6IO4)vSFCqtM`G8v@^?=X{r-jP_@oASX2i z5(Vb1T`fpqPH=FzzKK^G7aG0z9TUY0a5&j%La`USe%+!zJU>wB^a#k_=feG^=AeCc z<)7{;KGw&}ufJx`k6#*@i8BzGk@RwrcE!#bSKogjZ1>6=V1)~ErtwDs26Z0m+opCin8r4`e-K?V}!1~hjgY%hu%TlxTry`ar*J{;gTQRNYMNBP0uNXpn z8i&rKm1ujArvc-`s0=mML|K3h2r4+~Hv3i_m0SjEl9o_x^M@^)sw2!kAv_rhy$el^ z5H&J+A03+Nz^IT!$Ss2W2M)fl8-+!WgD3Ipr?ksVD&E)VV5nSzEXCmSdAtTSv%#11 zXlSR#xYKLEAQi)T{A7h)Brx^)0Xi0t7FS0FiHnvT8Z6x&KCz0xU1%gE=jDA^+_zEO zlf|puDEi(aKTwXp)~l2SMNPAF1s|B9RsdFx1Xg@!Yko-^5il|(P&)Z?ppwvdIIJ8( z$dIBQ$4dpTj?;&1D?G|mlYtmzwbH+#Y+w9^ybq-=D{5aMdKTB)V;k4k7n-4#JHK~D z-A3;E>Qb}@DTJgfCJxaiqvt-7!OxKBE%9Xl{{W;R??8+=VDR@& z|0v1{p(o;dzt1-Mc|o*~64eIAt3cljE(-xGDd#m-rdRT@;q}``M5m5&36u8cxXO~f zjJGM3ZkV&AqvGv@CBHqLf%mCEMbKu)ZHS~}@1=#P-MnL^6p|Bf9rY2*y*m7$ch*=; zVWmbF6yQT|@4VeEG#zXs#WL>yd^us<&dvTJ@vfmWy_FC{FvwSB}#yo$M&0)NW@I%Ee++HT48*HBwO+4uf` zlznwrRNeaaD~gI(pooeRQqs~QsdRV4V9?ziA_j-zNyN~-IuTFbP zB58Zdx_3MiC1qvTnXz?p=Db>Vl2*It{t4UFLWg#Vi-9{WpU7JZcj@i13aw`K_g*$zeNVO&O`&J#0pX1~go!=agP~1~k&H`PU>!MqqDnt2tId8li-uI;`Ao@JM z-fJtKCiGm8O7`jUt)Q`sih@P+L**Kcqy?=8<>t9o)!gcEftsCx(`K>rB@pqm*d)iM zV7M*@W~l9KT+O+6eY@pVHQDP!7e9s!gknD-97n_CO{d0J4O$eC-}n-4#~vg7TB&VX z^*z11L3`mRGULs(Ep%@x@@7HDwWCenYr`)N+dg~vP^P%K4#})`@A|pb!^T^8$77z@ z8P-ZRxcbsi#bkFSBEP1^Rz5(^CD3WFS>evtr&VeGkK<)0n_@}!f?b+YM2+qpP?OH@ zWmY>M2^DNVcC1MG?d)uJqrP1`k!5W;BZJ(c9y(LIo&B)Y;}V-5gSH`er%eQzf#>e3 zhj+8*=G@hbfly+vO$s_AUy=4olK0wuCJ#S!wKuzDG3L~6)Xhi1SW%5*AA;eh46Lzf z86TZr$a|6_^gAivEl#-X;as^q7Y4Hvtf=Rr$+KSKjD0HwN>d|o22S%i9R|mehF7@@Mtt8@WbcR zWS-NZNse!1y^~Ql9msZJ#N#0uBGKPip9{s3nXh+%MG^Wxx-;Plk#NH9*{tn`^qTrZo2QB<+nL|fa zv0j^A%YNqAYu7A|>V>!Stp_%2az6WRgPyY1PPZn`M=5K0?a2aRf_IPC)0(Fe$0*y3cR<&Nt54}g0pP9RCHrUD?_OX~fk~qD=c8TCk+|mV>-eVUA*nC0 z_`OZhiDZ0TgD&h2Fp7f)^OX*tRBCpWt`Eu)N#D;#+0XYZb{0DM)lek?^in!*!Etc$ z{gLQQ1&)CvFlg#!QvcX#WI1NMgnuNmT?F6B!C^o3j2uD?4x&|e&Rp}iu$Aleml3O` zXr}8La$c`&>_YW(e1nsEZXjd z0eZMz#dFtqG!Dr(=D(~D==W7jyO5n>4K-;B-6TZrY35a)2&mzEe2P8;@;3@T%Z|jB=QJVf++8Au9H4)}nM&qc%BBAs3q?R%%*WyTRSzex)=15V z^xkPw(u#@$N#-tRkTyEO>#!9lC{g2eTRn>542(uJ$)gQ)k@*2@G3{*HCVkk%Ae8hF z0b97uZ`+d}#QP*>P{hEqAE9;2a>k}&dinRh2?J!Wk6IxMa4eWK|e954C@z7*X9UJo)X6Y%1_(@rL0bA$WT~+$M z-zVKi$qYBdOXBAQfSTrEM<>6vH<0R6&uhnBFh3}9E69Z_M5>kz-6uHB*H~k5@Fv(% zHyEMF?J~jR0zzgscHvZp^Nfn$IfcbG>h%|~&O5K%40xyfRtmcd1`Q5lYIL4<%v`oc z%poXBs_SD@r5&H%`|PV*mzmLAD5&e~(1=~(SqHAwS?Nsuu;AS_7t_q`!YbQ6?#Z?H z#%BVBFUB8n!PbWq|x2>T%KjgEtfb&gASf~9$q;&B$A8~3ZpNzOj| z=CcTqpIrE=!G9Slts%_OS28PD!^dlF55;(!npKHRcaDr=6VdTQp6(01*~ns^&Iv$khuuadw6%YeRs8ipg|<)g z6|Wno3a^4V+g{=1r}awh{JV$9Vw@vD66Sc=EPg9XOXCxjGBF0Ejl2WnV&4mapDr~# zAh@tgdw~>*`aXJ;`Uqj^p7R&DCVlYKW`Z*I%HB=H0nd!%L8>UskX^e-MQ)*T|8;kz z;ko$}nL0}Vuy#DpFU*8RvdBn*p z_PJQAQONrzgeGybG&}~kY?dK<2gSaMYeoC#M0XShN|z_ggp)dG&KUW4JXG0Vp^$34 zFwRIgDV?AShg{#DTi>Juoeg*Ml-zeb9Efk1`*fcK0d2(H$)nsQn^1yhEXPg3d_0p$ zd~5TQHSQ+!zO8Gzh$cUsfmc02#ueP>c}MV7eg}7Rb&6rA^c*XQf~*y@!=MxzD~n~x`A%*PQY`fGeKUkA^z==5$}qp<1R^e<(Q z!2(u{GkVw#&dnx-ILBslyET46E^-@C7o4Cxv>WyWxXtG`2-jZXN|I@%&ti{~($!7^c z^#XB&IIL9S8rl4_Gte$4e>My}8gN`7HNVD9Pfo*aZ;nid#0yict_i-Pau1A`shR#X z$SvWtS5!Pcq|>hKwRwG_H&n)KW2%`mEc6`n2-Jjldvq`U?zZ^z5xRCE{5=)lk}DtK zNI6R18TMZE?@f;$w>B8G$`ZWD{ZP~sif1Z)tCEASy8DG}&~r!; zy{;173<(Eu*7ZG_U4R`hvxqvZuU4(>y4O%^z*GW^Fuv<19V6QJ=ojfNL4)Um0F`#( zX;zP=euul7?uLF}j(;>3+89l8#Ky!uXNp+8v1kL#1HAHhs%aG;{X?3!N9cAE*$m3> zccX>5AH32iaCYpTf2L1^93j^$wO+b&&91z3t_Z2nF8}p8gR8z#K>EhscuCh>1)FPY zGZ2WTUjhL*MV0SwuW9;H^d@)?JyAh?StHBaYnoHY8Bq^7W$N_&cs!1iKj4}CRTXmC z^U$8JlhbzPe4Yr_V&K_qT(4uHfX}r8&t_@(j-Gg{6jJ#p$1LMOo;{DnLi(mIEssR8 z(*1s4A7rpE|CyNIwotHpHIP9xx&5>GfTZqWazckRu-AnHu7KKo)x+mxh@FX8@BH4e zCjz~&tpVMgiZm~XpgJP=-Kj15%ReW`+u5AraA*D^AiANFuS2rEFy60qOM8EJn`@YP zuVd>?-too(w9#S8>SIroNK0eX+UxBO7SL_+p!qm^HzhTeUke{TH{AD_hG|cHx}a>&as%`!SE|Of3{^NaUl^whXNpQWP2oOY1dVY) zlO3HLC$y8l(iOnQ;0e_RHHHQYFc|MXV}mqY%E2`Db-7dE{V-pl(Nvx zfpkY6SvFJD-b)^<9=bHNb2)TXS%_}nk#z|Z_hNBb1n4)x`L28e-vM|i3&9ilkA$%W z28cR%gl96O%$BXDN+Nl-m*1N@={QRAP1XKxNXhj=*0}!l2#M{p7vzK8(J|Mj>)M6! z<>u$_XXH9%yP9S^#nZAav1F$|RB)do@i6_6PE%uqKXpQ3=H$_^uFzA6XKdtn?pCq6qU2Ss;xehgryeo!;Fj(yc*#-hA)n1 zvKg%vDtLS5n=j{HA*_mJ(;t{4GDW{U2*UNHk=uR%c!qOji?t>L$c1y5f_DTLfX{iU zyw9%MJmN#osvc_1iDgEaBR`x}d{pBCb&>C)c8^2%bh>_LYADj#mcvTRho<)o@&in! zWvyu3C$)s=)9^dnR3ZC=MH(*;r@^~tvi2uFx=l1XoNLO>?r~*#h~4p;t=+G4f1n|L zL68L;wnP`Yb$qgu=<9Eec3?`aYgg1kG77)Tce#LnrIu0^>n%KFe#DoIu~q@Nk(qLU zU5Ty3X`^LGVGL+dD{mg zqSd*)JpJ&PV%o_=Q{6)JX}&Tp?j6vIR>+D1&y5)mi|?kI3LWIltm*3{%hTHs_80wk zr&5(#`i*Q*->rdf{Lx?{`=IZgnclug$#r~d_RcHc=mEcjeLQ?YbR!$lJSlfc4r>^9 z$fh`L#2TF>=og8?iav4Rx1W{#Ssw9m~G*(tc!d;N?xdpP7pHnmR+(wy@zmMUE= zfdeHBnxQ**%-72>_-k%UJFF2ZrLNe-(H)jQ(R(JkG-MSKl#;P6@RYE>WX zOK4O#FHqs!7%Cj4l#?`_A}HR?7x@^du!4hed&5E zpFwADts7>KTF`Z&XhhJmM@Vu5#jIU0<9YvVSxA0KdjUU)E*ADiNr3aNas=-s9zozC zX_wd#LHlC4U7iMSU`Q2)Sa;ztRIjiFLBzO492%TtKn{1JZ-PdXDny?W0QKUU$f`eQMT?BiYke&_#M9}?p8fmb=n2)~`#pX>fVJ#Qk=-*#pBk z;{Sf*Kph|!fw?z-%_aFick#!2jb5ZakIsGn&E@*PUhE%BA@&J8tdxS}-M>ZapRY*$ z$RALxH0+#7m>hkd!p*Kg^q)T12+GSIc#CgrNdNu_Pf7ZU%~Ez(K3>|k*rYt1b$!T} zsFo(d$pn1AXf|yr=41nrmI2n6TK7TNJTXT@J6Y?$LETM!d?S)*oGRjivJlMx^t*-p z!>Z6d1HO%{!)x=yWB2d(BZ$306+i7r#B$3UMgT~UD=8@n2g*TD_l}!2%OTvHLGkKy z*7_%}2xH+oY~&Dcz~#9X247);E5+R-ByJcF8(waHMDWkW`FlrY==~FOOSr#Nk^bAu z*B5=`KIO+ahJi$Yf-MEF9?0}v;ybAc`^kXHBUp^un01S{?yua_VQA^BZhtM%%yAN3 zuzyP?fN&MsGm>9uXY`U)Idh!oXHmY+`r@|7}4IMP7d*vf{mP#a&=}Ej@TPy&< z#JNqkw0G~+@5o8tD?hk?<3MNg;lZCpotpO;pgs>7Z-D$^VNYKBNB}Akv960=jiJ{C zi}P3T%YLtuRZlbm`j|FH!+JeJkkN_)X5iSOYh2snleO<12!A*iYLY3ztrZ%JitD=MGEbX8g^Fi zRj5@P=+!Oan3vswJDYuZe9uA@QYfdGJ8w@k7&F(FfZ&~f03nPkr*O6^mhsEusJ zuxLwJ_S}{X6%|n)H8q%Cg!msNuSCoum;Iu7t*Q%4@c=!bH<$}Du#<24M}i+sUhVUp z`s2ae67||VLM7QDV!taZb2201cfDA{w$zmf3@(&w`E>$cd8`6H9CQqVr2_Ep0;U!-3>$#+Q!tl7N9a zF3E%ue>^YtY6K2?McFWzRh*JzQBc4p#xE{s;v-bQ{_JAjC0#?t?2IPHl(uky{*+QH zaq=4c;&i-O_=0Vem6Q<^aKs0!Of~oC6EP+`j7H5Mc+M;@{{$V;cpIq-udyu=+Nd4w ztn%PicRkNAx1PC>MN&K%Xo+B~g=2rSh z+W=#;=|H{N?hZwIxKawPAicG9Q6zCEUI_PTT}@5RlD*ii$Pull>P2poZ)Dc~MQdom z5}ph3y~Pe$s+y-^19PtsiwZG=Wy_?9yr+G$T_X{}>_WX7CN9pV7_9&Sm0M0d))mv$ z(wT4HzN_n*y#kPyo1#6N_+^y(i0{1QD%M4)ux#zGWxtgmA>7vbLo0f1b>!|YfydX+ z{Koss#FKd(Sy~CZbCv~J0`}h-hJWe1A6L^v?t*YD&+p}qf4ggTDn}bJIG~|66U>3q zwQ)>^;gz!TGcqKWkO!RcTMfo9B2`#6QFfRk0$wvGx5wLSSjhDgsX8I@ejW7b*Ol(U zyqywbYwxTY0PPZ)#3Izr*HaU#>rNn|hkoHu%Zs@R560X9)d6qX#D^s|C zah;<&N}5r4ex>mbMytDCf83JuIVdoc2~jq#^vBy*HAeIAs*+y5 ze4qO{6O}J>oRJ5Lj)8tKUljcT{29g+b9gv>F*YHAg>7I7t=g;(d2W7!>q4|{p#mmq~Xy?6+3GIoGVIuHcT?95y8y=^sjme-t z7N;>-;Fu}blav8_>RF^8iNkJ84N~=0wZ<6O9GCe)HUF<(%x%fqdL~pS)1S57ZA0pt zH&qJ2+4070m+{r_0P*H@y-FQ$;#_o|R7iM)HiQB2HWv2dj8Dbw7ps9u;+<1$!$`M? z6H7?>wrhPxA80?&bJED}8l52uP0_AG78lx91Z6a_P^9{HnrezZrvUo)+6;sFA8Fja83zIAe;Ztmme%^o_xd zFWPcGOV4^u{9~!#q!``bgy@qo6Ri~>8DGwo&G8vG#1~n7R1;Qp9tE8=ZwdoWU%#UR z@$o3KehFdDP8mVYu@$+@pY=EhP-boN+jgn`jF=sR@f$_=8hL5malJJon**(~P&c~b zw0Kju(mk~L9yAv=d)uj}{SwQwJH>WguS2f|zkE4~6QnAcy?pH&tNcMS?YdtA)43tP zxMVT!`o(dRf$lPT*Y@KAy83$ediO(pvN$T#IZWv6)*E7RSbT!4qqMM6%Mk|DkWk?iEGz zLOkQ4go`Deq{}eX-MDat(%4~fmVC}HGYeH!Wx(YaI;+kn@!WlMX;kx&}Xh#Qt=lmQdwZ?NY`sP>k9*6QZl6Oc|>c^>DL zewd=#Tmo-XH)f6`ey$^3bGcpF`o2^u`p07ep^++QjtAg`RgG`*L6qP#X!G{Wc5I2Nsfj!kkSPxU&?ZK-6xB?pVH0o*x$zg>&a)_pUd&7k3@Qe9^N zW-RIjWtIN^GImoza)*O-$%jVnOSSx!Y|Tw+$q=jQA>ZB*T|>?hMe>oOz`)vt61Yx2_>B@~xZW-I@WmKi zz)fi0(M@K+Mlkj(;(gmeOvlLBTw>9c4>3!Ljb-5Eqv|JzK=%%%PL+VCa5=DbUu9v&8=tjk&mothCC z?3R8PpZ)0LH*aRJbzOJ*tm6_A%v6_76rR zMsDO?c>3}!u@4_UIHx>$LJ-eo@{(207*GEBD({V`zvC9AdymOfl?j5gelE=~p#WFq z0b*TQ)m*j>?JJgkQASxgZni5s!OuaFJ_X{nh|sDL zDtq|(R6MU$?1(LHp}(`#Mt`=ezOcP9gfv$6@0=t0Bp8f(=IoC`$8WaeP*~ibJk~Q& z2OTD^=^{yqi3Ykw&d*qN%5|y_zG~<7A`_+(flo%|y%JQlSp&G_n;O%y__ESr6Kd*7 zwDlPi7aF6OudE~OvYQ+7Y)g=iIdkf$*!>ifybVJ`{Lan{QSP|iH5TxXw)M?+?!#cP z8v3U-S|uZsBsxS;%1bV9aazhSYYUFkqBU7KC~FhCDKFHzV02C}I^Ygys4wS~h^fB6UUOWo3gP zDY3~9%7$~bawhtk2A`3ijv{OJEyM3@H`ypo)6-`bd4IkdZ@*02nQIk&c%X8d#%5Zo z*^U=EMI=X96lXnp5ruzWRQSj%Vb9puxS!R{^?^9@j+gJoZ*zVr34(%xro>L1y=E>_ z=E8Nq_OErh+?eHJbnG{v{&$;zCjf(y%ToUw7lo0VqnYnz`EF$m8+W&~SPNWCc`Nwz z+4DZ^$}&a?aE?0nSDQS`-!iM-oi0eAzumXm+e0Pbs8MjmDbM>h zmOIZ^)1Mn(DsVsZL*U9gIc-Lzb9J9n%I!y6Ao!IPl@m*@N>R_9UD{sF{K}Wt4j*HN z&ry+(sM>7p@9&eIKd)j#!Tc+#w!B15f-t4k`xgoP{^RH>0Y~*p#;^bb1Kq5P&49#! zHTP;NQDls7?N?OEO*C{7I0iO2*r^w%1=O5w+{dR}x0%4qOp>DO;CM03fMsLtpiH|}s_Z^Kv5)WDBuW`Wk z-2P4QcbEz%Gek#yeZ9Qx(rOvEMm2mOA?H`<_KtL=kU90=!nE&lWdNb(WYRVDISAHF z1S270RcT-7$MkBPCm~@tF0L=T#Xno(i2v}Yextd^mGoLVzfIoIki|4O8jTGs99?d_ zG8PuO*8N3>Q+w4i)jOWCbPNpoA%=Q-41NbFg=l$~1a5r6odV%{y2W@?vuT;&OQEpc zN+)dvbOCmr&qjZc)h_VEjvi2ek@7;Tn4?*cc{PtY>QC?-ZEJD8uY>$2> z7?*H{N{Hld@v~*FeVJpsGkWq6X#THhueT1wB{p4p1Lj_ijxPzHdcr2~R0?tA$zDTg zRawE$f@96$87;+@S)>qUZr3l(0RaIMMe-cc9_!?KCF+|tL*`mPMwY z)L-Ut>x2@)(W4VE^8@k)Z^t7Rz$+V~2 zB1e85xFK0F*pr~A+(u>`I>I<_! z`E`1JTfxz%wWGyp6TJd8DL1!3X_2Wb(+$4F<=UdD8FTKotn(l9*K40C|4UBzhGVJ<=q)@X_6LRrJ%Q$(5G85w(?b?!m&GqPkWXJfw!G% z=i1htKi1Tvw>Fm(@eykZG#)2!+3o$6ad?sUwq|d=D5Oo3jRr zsd^*`n?XJ;w(ggOv?bG~b_I=0xsLslk3iMucAggsg_;Z%tkaJXMApU_BnfNp{OwMi zw?F3(s>u4uzB?AWCFT)1blqRRsLWz&YF=IDym$P}Rbz;z^Wp$vty7+(@zoXX3~_#iLUoEc|89cSp8>b!72yrkqb@RB8~w{g;{PNfLporXQG zThJO9b9QV+WS%;s-1N`2`isDp=AFm7>Gt+?3bwr;m`=y(BsaMf5uf~r%5rj%7F}75 z5wz0AXsD)V(Htnt!v<7;`S~ivkK=Iq!n=CPtx6@|Br`{fnufPIjgL#HVQip_qx(Qk z5xH~3R;rEDr|EgadF7Nl>%Yw*uYGW&YxB&5_pK7JfgFgx`EOCZx+t7VAd(^Obd8ql z(yQEO;d}Z6B^GSW2l0&AR|Na4ou~aMW8r4rcEwA^r|Ls1JE;= zlK-n3g7_rp@JWeJgPqqi7zT6WAyvi|27C|mJy^RMUB(Mym#gD#D@$&R ztj%z9O@35nYqE6efE!Wi7CZX$*vwfu;1AWo3kDGr)hza8AJa&ogM~+jDe7)$#rxDc z=;zLAA3=d~yQqqx_=2gsw|_d1*{4?GhjXi(A<6`jl9F5&ope5A8Zl3yT9P*XMVZ4L z;3Q4}?>F|-Cka&RL}OH@_=!Qx(f-9xQlCLeYol|v%f^rD{&=iqFexc19WSru>Ei(& zyuFroZ%O@+|5H(p{6%sL6h;&C4>hH)yoN@1P$|KwCcT~cTG^jV4llBCc%75bXC z?MVuYk*fIN{q=QXIwq!y0lIFGyVe%LPxu6jB=(nm7CQ^60_63M7-6^DeFLt=?*mRW zRaIbg=~D-67ZcUAom|>jXMc0w(1d5N-G0lM3cZcTE$Z8lLM_uHHD8>*lBR@ZW5}}g zd*9y8A^lU;)pileNMJV@TXuhG&RNbPWn7eoHdgg;H8ojTtVxHD~FS(I(a_nimdWb_` zrS9kTFGmj|Dr$W5_U>0yXkIYG+3@O|Ap}VWuF1WFC=Stsw*#N_y@rPbzq;z~Y+kd- zgWVtelE6~IS3)@ccQAC4=T&XB55DE-=InSM$GoPk_O`E+G`oG8);-NUw4{_&r5MlC z$B%7}AV{G*cT9LS21TN8jJ_n8tI^dGclpdXp3E5$IG5ZWlJm>X{(5g$H^Fv@ z#rfh+w86a7(yL#&gHb&KCMKq{gcIh1FYcuO@&siFtC&k#yQZq0%wBz32#Q&I>A1)- zs5~)HU_=E|cKP!5=8J5DRP0w6wj=oIY1nj@ux{ z)~IzsAQ1K|0`(hA6gR|$eCArd&8_)y7G4l4VECUB@?WsCvlG7C+1%XxRYLZ~325h+ z4PC?Q6ywv_bm=aWNhl&RF_GC~_DW=yA;?_GN;KQ6%BI5f5ZzkBGmJ@sSMnOrOKMl@ zmjtO_oMW8BN2FUkH1E}_bXjCIM7lXF^u=>y)K^rAIl@=d3^ zrbuX#1XCCe6E!Xg;wHeKNc{`SGf;N$wx3ggUh|&#Jun2Z^x>_NsHNdbnXasYC~rM_ z=U{nlC&bB6;va|O-T6^&B;g5iTjqBT<5JrjUCP)Q&~nEDuw>pL+}mTp9LB?yE}lqG z5N)36NVlrW&N_a9LE%e+LW&3~E35l&VLeO4(>?9-;z`%lq#?oLYl{f~ftcv%2DUN` z2cQ+5k3Lxk@rr5La)ipmZjD9<{jqNGSo&m1H>r}ek&h&*Rg(Tn9-S;g@DWgZ(TA0; zD~GDMK(W@aPBRpaG`NpQE$czj+)u6X!!>$Qi+qyMu zclSPw0ngF|%nb0%p2NpK`1o8?^e@D(|IJ4z#7u&Ym(7t|c7I~^tYrtcWv9}A(Ps1> zB25zFTU~PUtnH}Gf;BrkP zx3VxZ$iCXo?C)4-j8X7vwASF;O;yuCq?wfTeAM2gLu$ zc7_`codJ$Ve@0lpO!&WCeF;3~iCbV&7RE*^B=9L3k?{hv;6%u*+E!#pbRUNchb)vk;r4#fK`h|`#R^Y!u_P5f{1$N&cL9p+LkzaY$>|p=46R@J|%b%OAU4^mZ?U|s$zSjGs|Dn0r_5=66 zckkD}mb7o+pC@zoP3@i0-TEMJC*vuVMfpLVLx?_=hV9x}MtOW)ZE_H8lJWG!?ao(x zzl8ojUQtqyPERwA*M&qCKB|{$wGabdC_{P0fA)er;hI8VY)5gOP1-01)Ge+V|pzafoq!Y|N#aOx~FmZi&U@(leLs zE3fq-8!h!rOiaee-5;9hpzE}5K+z!=|Bl-K36N01I)b6Gn;!ErfQ}58Yq~r)D0f7p1sRMw<4CPJPLlg9Jaeakp>Wg)AzKDT& zU_F#(2Q6=%`pwG!I(Yx_D(Bf@Ib6)DK_65T8_El{;r+FeIQe> zo3lZQ*kHdi&n}@kFFEIF(-AYs+p+~wFK5GN-i!RT`q zc1Czo&Bmo)dwZ+oS(Odx_4xp6ePNDKsZtv(t` zOD(OT;MYv{-k}fXa*0Taq6OxUh1uT`ch0DhEY9emtyAMADq47o#pG7Pzsww$1%=N+tqMuaupYCtk+ZdsOUXC zHb2cQVrEB3_{_0+aZ}c_&OtE7+-vC_4QW3#Gx;$zQbThXgw2iO2R?GuJG7^y&zU+eZ>4R>4%@$bO;D*m=rqa+j zqH{eu*0mNrnzp^-w70m1AJRq0IU{)4P5y@^{p};&T8|~V2by?C zeVVoMIm1RWofy|WTo^&YA&)T)%E$b*#PWuvhet(Am)4+${(Z5>2EucWdj@+}!#n2j z_L%gk`Q@5D1*wp0w$;A4S?S5i-jN8vF0OtGL8c-dQZ4IhW5mWr`vEJ_&d4B~Q3mGr zT$z&S_FAqm9H1D8$J^r?J`^kyWLvEM_ilF=#kE9U2(=`diIaeH@CW! zDrs~smUC)1w%CbqYS(P-My)j`ZgVX?7sM7>bk#)5v){pdXdLRR104l|6QKt}IgCZe zxA4trqP~$wjw@b4gu-%j1XI23>X2qGId z@zYJO5#;WhD2pP`R!>v_usIEVoaxu*7Ix;Pg2UQZtHzC{_aC^l54cd!V;fXa-WzD` zz#2a%Ckn(>OI_V~-@TQiZi5O1iMtbilTX%P%-M89vy1)W&8jhEN=r%h$cvNovtE;Q z8tT?&<}7u|9S81XW{z^uPjyTDn!4A$oR@E;`0gfaZu4pzF)5P0?9z#|lttw> zOLl&5;PseWb>0O^`v&j&ynPmVX$YdQu zK6-2*%9LyBjVkH+QM=;(snzk8N&T{Ao|InaHGE2Ni=qM%YU+ufGN@-}+F>9&=#CQS z{=!FYXa%H86n4}^Z| zIuP*=t8iVa8V|~`87zq<=D2JM3fCOuh^g{@=}=U5)nsX~9h}m+0p(K4nZTxa z?X!R&kFWj~?0Ft@RHS-_QH==Spz8l0++NJ*uxLru&Y~d_*HFE80=r*8#jn>rmzu@K%`&)qYU|yX^F$UM9{`kZp}WzX zU0%NZRtmBy=*{|dH(@$~ii+%uYQ1fYT1v2ih!i7r3p;a`L*HmThi-%qMw`c1T&`7@ znVC6NM8?wlx;;-2_$~PbZ|?l={`?2qf9|}Dj7)fUw+82-v#Pt-o+5m|QsKQK;n>(1 zov^UsE2;FSFJ2&LSx-{<*U_K9ejTQKo0%EvpqSWyNAj_RM)td8z3eyx?`om-ZrV#p z$F}gnsXl^1C(jk%6pas_YE5Y5O$WHKnr%o={xG$4XqIeVED6^%2CbrL#6NtyC$0I? z`@1`HiDYDCX`~DwIkZq6D?&rl=xrwxxc5}kDcw^j{?4LP{ML-I>iP;68^I!F!0h9> z86G>ZtC@eOs4)Ry7A#T8uLDpkW9JwL41+Z2qu*$S+l=JLFImB<)IID~-uCOn_~5bi zS#y+V;e$Z(Kd5?c*y zaBR?NkYTEf%$h!vCz+i>dka0PojpsRW{auNmx6f2Z&x=l;&Iob)6yQIa)2OrX2?c0 zq50ZEBW+$wY%;!Pxm#{?NiJ-GtNUc;gNb?(y4IbB&moIcAJHBB`>ixwTAlA)1S~ z{?I|H_QK6rauXr)^A)rT^ya^8fdPndIk?hN4?k8O^3CPmdT&UVtO*=3&)3tP==q1I z`7e)da1V%Docn1k`O~tpvLX9n-krz6aqMyNnD(A_&Fzq0BP;Inh?h_cui2QgLsOk4 zzpe@^+F9qQne7GG;wE6v66O^cY1s5$D;>^ipK>xwdHVcmAbffCv)?9FU{{n~Ug$RN zAWKflR15tup_f^8qksCK9cl|qugB7}3zOoM9v2tq zjosGZbhWlaYxfo;nKYMP_pFdJ4+$CO2skd;_{FI$68GFyYjGY*ee0Ik^V5`c&D!}r z<29>OM2^z{3b^vtzlg;&EGOoH=Dh--ZiX|m9MD4}-qT0>&!cqNseFSZq)MYfRj~n7 zDP(13bA9m*EbLJU^(iv!u-x`$X#-Ye1y7j~cdwTj8I%$7&y8pS3>#(eR+t<_>xXEZ z5qGPX08l$`IPABa)Oq7}d6sSNuWHW!vUUK>27*mJRaM*P(0>G*6cacRl$Xpw7k)-I z6=)UD)8lrR)ooZgP%F{b1l};D_^iUNDayy46WLL~pMYRz@iP|wgcba%z>p3P(> zbUH=R&uGbOg;RH@UCsxthXH_dKysCv7U`&L>V=(b^dyDq8RG66R8?)QB@EaOe?+89 zH?eRC+Zf&@`WZrxN)eEy?WOx%)RabeczHB8`gl5~HvaoS@OVVCQ zbU@QVng{!bvl+30I$jg2S9c*U<~{ka~jPL-c3)ZG<|{8AmIN zCeRQC$zC$tm_>^-i0%cxsxa-AWvtM1{sfAtwBZshq zZ+^Z+sD%wP62{LR56t5sP`^iUs?RIZAww76V>ASl^;Fw|IMX)>_k{q zLUpXyrzgwlQE5NEEs3+!Zq&nbc-F^jw(;4>2t@D0$SRcx+^|e_Bw?)(BD$LDWxS$$ z)CQ-HP=WaZC?>{z-lxCRCk}#g8RwdX!I%eh_z`Iq_Z}93tkN7j1f-gh0B+Bv^IE@v zz*t`7iQR;h4OF(HxPwCwn4CoWp6$u!zCu*avCaWoC>&LY&#cNxj;3B5LF3kDPC+r^Q&;}jqew%8o6q#pas_Rfb$LrHoNPAZ zRBHUf20UJ;)Rb6Xdb{XPnnVAt=v(hkci7`u{PTCCraPNsbBZ^zhT}dH@;1A z`X=O~vH+~QnUURSa8>XAho?lIC%dwh?PgRiQ~gk`LK1INMc{%>(?G^8KkyGZm+kU+ z6{I`CHIaqAp^>^6U%fo93cz-GensO**TI6qIxR_zghp2{0jLVupYf0Wa7~uEA)@rE#=Uh^$!LoXObC~CYMXOCVKya?%8iD1BUL}Pyiz@^ zrSx97<%0pJf_Y(z8^0Be#fVnoli){>%_)IMud+CU@rNb2&HhCtrT02^)1f3)uq0u1 zQiHAK6x$UnfA-V7NEI{h?FjXqEcM^ahLR?ADz*IBdNJMI!KhQk*om%*Cks+3)_O@+ zcP)ahF}FsGZ^vu3?pFD1WN3(s1zz4o>|xU7bWHw-OxSJqQPrRvP>R~I%xo9J=KL&^ zkl8Upkk!6EB_i{81JbVf?vv?Jjp$JcSGvWFpuBE-Q=R#(iew*KTUbOY@H&p>gi{v~ z0R`dhjd!lBXc1%)I!R2`BRBc29eNJg_q*{pogHF{!bjRiM3?d_p)tfoUn=^-7 z^WQbSz0Hv@ISF3Xyr-)AvgwZsu2@)p_}#XaozMBAwTp?1V!%6gl}vOwvu*Q;cQ<8Q zpJ9AUs)1ft@tTA^63cNubt#Yx zEJbt90LrL2E$TZvTWO)Hs-YZnI%OnZ5*Ufxjc-61g{h~W{GD0)QhtmpnAq5^O;vcC zhi`MM@Kub`@K~@IED?&!WWsN_@4eZQiSvt6LlTxnFTID+ed%pyo4ObN-;~R@FMpg4 zk}!9eB?W(5y+rD8t!NI;eraQ6SE#QsLYtzl>G+@$I#A z;c;<{e!HtL_L&v1S6jfG`*>)6C@AJeY36AGZ1u|ub{-xLK%77${^BedD6%;T{HFxM zV@42v%@HX_2>gn%%S*&wl@84Iw9xsOwDcwZKgPZ?po;B#`+5W=R5}C+=@1Yp>4P+g zbVw_uARygwY(PLdqy&K@2uOFRgtSOElG5Gv-$Q!u_4nS_Pa_O7d#_&4T5C@ND;e|W z_6)eIdlJ%3WZ1$@KUc;y_B*$=^8>9(!oDo`r}sFIDEf&Jo0OCpoR5`^Pe?em3i?N@ zK{Hke=;@qPW!mJtcI~zb?sQ9nq)}re7cK<_Tc@^-@5XjEQxS`B-JeNUAqdLPcFhwK zZKv#Iz4k`g`gYz!uVgKb96=66YgupYo0_+5Xc2_|Tr-ncy!8ChAQ#o;P2oJiSF|5X3l-`*moC1Z?CVHO)nV60JY8hLURd; z7Y)(;>bQ7#Mq_m$){}{0k<%yr2EWPB!OHt|K%DL1@uc#%PETA|?Q`BNUO^FVBbr~# zu|;AEC_g)3-I}+Sz1z-irPKZ3f1ewLWBlgK&vOr31-jBEBo+>LS@6_T=1PCQWh_V_ z>p>$(A`mLfox?PxAM$;=}cnX@=(s5o0{Du zI`;Jk9zh|<^RqrSKqQCiU=j(6AnN%GHb;$3Krkls8TUgyCXj$7|5tyVnka2mN>(;e z?j(v(IZfEq=Mr1>i$MhfV)`a(-Z7&)jR;?BP5tngH+} zllL!%r&{*Gd3!9Ty|n8`!@Hhz*o5O7Y>w~WzyD=CMIPc>1ZGj721d{^3@XiXiEi6# zThr+0FA(eBkwLwD^2)!P-v#_LxQc>f(l@Y9BoVp;Jm64QeLQF8pjLUr^Zin#m><1?qQ4U$aK#QpJH_(=`)UK{4t*IGV zh6^;O5tM?vx-{J6Z{H4P&L{~qRB>>rs5~zI9JA@jaJK_yX|iC2oc`EXPTyeb-d(#< z&pg=FVrMFM-X@1$GtR5pI|R8Ng_hA#ms><$y)rT~%5F`8Q)i99u}WEHouH*_F#v~JqRkC^<$s|~oNpjF5T*Ik>2lJk-zdDH zW%j=k9P;5jO)0~m9gG?mWlBn4RI>yrnDe3hg0Fy_yv!^%wx(oh>%}7t;xw~&U0v+! z)4t4Q8oV;o-TE4!2zZknX>YYbXa3Ue`d~en)E@=4{*EA(M&EzfhZLN@Imf$lvMJaP zZbAi3X?b~~!;0obA~b4hPtUI~FiGd!3ufwG&cC|~TSJi&%cU1R`0CK1_o~7C*rq0= z6Pl%GZ%FI1qa8sBlcCHmfRB?6e3%#16037cEB@vb5dHb6B?_U8kA{wpv-DSiQ27oT8-Salwq)PvbegzSLeimyLXhbLSH`Im_h-m|Y1-GngcIAcy zL@}BseZHQgm@`cfLml)JLSLuQzR#Pxc5WY=CkE%;A;S6nG3?ztdNq>urKK!VaNNH6 zidb84Fg~v0ER*8tNXXyPvpG5t9u^C-51%?rWJtyMYm~cDSD0HSUz*to^IRSJ00ZgE z4dHvqW$RdG^h7yxOi!u!9H(p}j*Qnwo>V4*qmXG7fk?+$&c;X4pdw%ad&%g4!!SeE1L;5O5XP9MHw)lIr|F zYmE*B3-+BAUcWaiyTBfbZ{C<5qKo)6F1cwv$QP(EE28MwedurH~n~&l4bA5~)CQZSgK3#_zIY75*f~5Zx2RQvVTiaQRnM}6l zJGCOeU2!@?!m=Co*U6ZcrwbTMYm>W-o(0!RQ>2XtIU9Tz?NO~1ey#(S1ugXj!Lg68 z{8l-xCmcpw-z#8be70}sV;tkF8K7Pe)8_j6poWIqg6O$U%i~-Fl4t)cr|=3LC@$)x zm+U)U5S*G&Bg|e(9`0K!^y3vlI3MgH^C$X=S2NvqVtnVtzrC^-9E(y*=6VEweRv#_ zrw=*^77iw8{_a|i1ATcSFoD+^d;PSFR6q(&8`mUUqP#YiZk)d*j(=YKIv7G}FO8*WIjOUdvwWhZ zRvdqbjx5en5^#>Wed&xm?#(xES(WYC!ce`~Z)CZ#T_zs*9F$a}{YT?~bU-|Nh9WH| zNAUDBWk5i{s*uoGs-ahKZSAP{$;mz~4}upK9!pxh1FnPf(?J)#h>D8JS;;R8F_gfd z(F=%=AImkGV>tX#lVU__={Ucp7CIEG^eO9GHsLs#OyEqC_Nb*>3`#mb&#`az!shxf zN~$o!sZ4VPR1Tdv^oq7*xROX-jAxO6orl|{dJQznAu+^kgmnDcRTf`syO(7kI%)Gt zX!*}ax8(ySt+F&Zo^nqOhMHKlB)h}CDR?hTl?)X;`!dYTuiC4J4Jf{Z!%dxAk=*OA zz1WYtbnia*FV>5XEw zdoyESn+_(EOBka4^I`vF*yAMd@TRsz%hMZ+Vbeb@O`;X=)CHqO6M#7t`?xGr`pL zSu`2~!}{~=%!Y-bZ}>X8^ne<2!tpP79jm};%0=nvX@*IB;T(iRreD+NBoPOV1e8NU zFhxbhIlOBDMI~T6toyIfPO20O7Z6$A)|-qLsSSc9{Ty_a*RbJnO(=QBbY49f*H;2F z$+ms;@XA!vIJEixLs=?nVLP_XwH3CfsS9Nm)v9M1##D=e(_?6r_NeaiU9_qGm9;kk znU=L2GJE|nPD%UctH)%3Oga;Hu}?u-E7(+S?_iC2D4-HK4-XwM_Dwk7uCczEbWyMG zNwBiseQ5HE{dxoM*%s#i68knUKoh$!Qop6Ps;J|YmSGe*G>}_@$8p27ID*7xJMCxa z4RWH7^MQYg%87hxD}yk<)0I{1q*b;ct-|l4VT6-@(3J*RhhARnn*b&DtC$hhT2&3P z{H`WBOVQDE5JvvbhaUdoJFwPcn5UynL%}FeR07h?y4(?m^YLT;l{(376g-e7sG<%p zbBy_t`HThT^&9OxR2=SnW@(g4Vs#4fotP2Ip+XosI(i@&jskEt6*aY>LwrL++CNH= ztJ-Mfh-#{X5+oNWL1x~LaN<++j2+;`2}?hYbP&~)ae)d6tyt62NRYPr-m7Z>h!Kg@ zP{w<~EMPb-rtoP&fW@tVf8l>*0LRMk7c2y9H|^u+)8Ms28XZ3@toHRTsiD=E`xTVUW{upJ=9ap$y)qafo1Q^`|Qb4emlDGk7nav zIWm}5*Z>A}bMkxWIpT<`fIf&wR9wugvD{gY+FzHF>u(zDM_R_6R0B?B30zrF{eLtu zQJoCe#@#~&DZ!|$IYArnE*DAB5+DJ-gtkLcF1I#*C4j#uiq?ErO9}uNj!sUzkLl(9 zgRPLx4&)Ykxt!id^0GphaeK7(mlMr9ZoitwYd8zUi0HeFOQT7f@p~7j(c2Bknek5f z^(U@ARy?C7X4i6F6nMhJ{lY~tT{A7CcS3TK-+k40g{*}djCRcEhTFU;uy6_1>Ybm5 z8&ieR6$A|&V@UuV-1^3h>FZ{14T-4MYF#;@ZmegtbM zdZh0rPh(Hwpac7qBiBL#31-q zMHG}=h$z`~xchPUa?QcVGXKWX)4x8rvV($!e&-*@88_un9xT=@H7@1AJ_5i$w`bWT z(@en5xdHPJNm7LK3gq5vIo|G5qUYiWm?eSCmLBE4jbB}MPpsQ?t}v*;{z)`` z`x!`ZrNjiegy&99XzEkbUwfCfG>~qjq@gyPXG8fI5)^=DG?(o^^fIPNVRV$eY=aNqU5~WBb5|hQPSKwEv|H9vd4e3&Vf- z?Y|IHV8Lm3UY>NT08|=iI+y_6EqqAM&5`sJNKu=vetW>vK&5czbvt3no~?YOn`GY~ zLy%K3gj3@KnZ^;aO?rLwLtkY|zTHnT&m#3S`)-~IhXO|hUr(9u9`5z9!i*Z;8GL2E`V4bQ6ki(mqs^jZuYPJ$+xEv7{q{;Npzvv0^3EqU9ql{%;Sp#qD@3-j&%wijS;M_ z^6e!E@fuqS_-4bJz`7tuio3z#jWLQK|4Q=JHiG&;BAHxhUcSS&?*xk}NcWV9iOg~- zgtVkc1Q+^5<sE+CD_$Nk@AmCtjTTD_?*3{ILI-Et>Rvm)GcBeT71^ac9;eBYF ze5W>qCcfi2)u|C-rTipdS6)(Pkcl4}QUDEcf&Dv%!rdQcmgMcS-E|v{Gm(4UeQI?6 zc=gyD)PiEDDDzKpk95jUlveq-d$a2ZZe2Zxa)odKmu+!PX@AXngPerw`*#>c<;OSA zz1T03o%?Od?2iv0x&aen#Y0D&{<2MG2w=iX%6*}l{q=HSbkH*+KR;)|oRuXqr8MH% zgNZX`?zq2NRbcyq+-AefH4YRH)1$YYd2lFZh4eD$whF^yTuphcoy4C9s|NeqbJQST-4}V3-@w3rsDaxPWAbZR~6QKuD8j$jzUCv1K)clYm3POr$V+=IiSVm&}dYlnP7h<){YhbPbvqA z;cJkRkS{YtKnIyaa>+@D@L&5FOz`16No#P#G$YzGPIJ~|)E8zh;ZcP6>GZJ@rl~R9 zd2+NVDbKWWvCud)ZVTU)z2jS7e|?@wkxNHQG2|j55(U`9U(5*uy}MD7kxHjo+HZay zo`wPjRw2`>PI#Tf7djvX`!NLqpvmj#p;9`!P!pJk7|Mx>(ZDDvcPacRNMdsL8v$$| z!_h0u_M+b#*3T@7sd-FDK8X#~A?2r@j3RcRVo;bUbEiM{ZPNU<^$){Xd(bq)f*AX- zod|GI@?Y!?YFz)-%-{~>{x)Aj&;|0edw-w zp2fl;oo8CiHy(=5<@!bpj9HMjj*O*6%Z_Fa5Or*KT{z+Bsj>O}3N8xjyFJ)buTMOF z)U&^&k@Sc$5xL&2{5Kq5E?7$xh&boHT8WErnp4pP^7)mDf4Vp_QIpnAS>nl~4z(M1 zn7*y`d2w(sBjhI0mztUqd+Lxx8tuOgr~f92r`z{TMhEq~hw{OjM=SD_L@y~c@QSG% zR}8v;!yXmXxa%Tt$PD!zUD(gP=r)&p?t-?0@sP!|{6j08H#qDnX)9L!iyTMZ;8+FA{E^QJ{bT9a0o$POT-8JnB^=D=nl~q;J&dx=k=?fhT z%b}6d3*!vRH56!^Y#L~bk2Nbc(icc;uHp#!aaR7y=H{U#y}o0p7tZ04_TJ+l#*)5HbMfmKhe(iRqz5 z?OJL1?wu1wsdKw*gX`P*MepY__Qm7!Q1RnC*0$1bO+o) zM92k=grcT(+qh*9>dH?rVa2MZGpzPAXZR3d&HGTyST^G)=GFY1Q~v5;ootFqF8oPw z&vm)H(lWg~&C~|_=D{N=;hu-jri8~uqHJry(BDhFL78@>o80^hw3Cy>3crQByKB(s4FYlrSb`y z79S3Z-7zfLS*m{;@4DKqZcrb}(ruP)((H%jzVI~Dezr%%T;SwSiQjtOYRhzbD0j42 zhLno^zNM!dVNK@Z(O-uW2{djR8TXYr+U5Oa_c{1-VszglRocg`PeKBsbdvo|FqHJX zB-br`1?l}&R4+Xt(;ez{$*&xJ@xpO`%J(ae^~+<5osy0cCXF*ivD-pX^-lC<)`(oh z4cg+fQ(vBAjtqT%3aW=VFR>_^2KGmU_eLDoiwDUZ`m7{H#<|gsco0VjF?u+qKH`Yc zQV99-odie2=I+5S>EHfB<)TC6In|F`^iiwvT~>enA+{Q2TrP&(QqNs=tuMHnY_+8+ zY((WDbV+I{xFe%3+C)4k($nUSX;!OGS3=m@pEWjJ0 zc$Zx(c6WCdoA-B`7eg{!X^V=BN0wvvU9}zh?bs~`N|wz9PM$?v3Mky7^-%hl!jToi z79QMXWz)~&eJzK6pxw53@S2}6!V3FSD3L<_IpiA#s_zrO6mQpsa^EEEsea} zE)EIqn%|#f7BD1>}iqzpg-s?~@!gpPhu-g?&VX{e0-m!O`o%%8j&F%BQ zPBn^+hA@3{oNCx8tnV2XOzSkUzvIqW7QyR4E(`|JLrAgkuq_hw&hG6w3Nbv>4W#K`*sClNCO2{uE>viweOxDm#q{vs|=I}g1$ zH~!Yr4}8r}@5XmSlQzB05WPY}QXcf<`y~h!Uh!oG5FR}N5sxO&-i|}zvbZgNxi_wg zpuoQAhhu%#MXUb4!&R|feS?3UZo=l}S|t$EnxypTum`hhv=}>+n1jBPzCj~Xys}K} z0_^`1fRsB!;KPtNDVABlM-lfj&!4Qhia_C&rnX)J-q99b;CI>QFbidE7K;wpWLl&4 zjI;O`bD$#Cn{=ZtW|fx<2M&fiU^66FsAh+WS(iCF>IvjbKX)9iShId%Fvkw9#J}33 zXf0iX-K~k(#q`+Vol@xWy9)3rp(Z`el8u>lD{#c#aJNaUub-b^SFV}*%F0S57|1sO z1Nm07xt$WCqF*~E-<>r)to$VKc%W)g9&PJV3MtJGc&Lw13 zY|8}{I@V9d<2xJq>LpjXDdt{h*za)0OihJv#7O`PoR0T$q*-?(Yy+!v=eFVm`@j4T z-T%YPIa&PkO*x$6Q z;@YINv254z4nG!)clzfz-+t}n8H6GlgBTfVAlNX>#H;xp+xZ5-ViH8X`;LY!DJJoIk$o6Q27h#P#I{%6fxHapS$}P*nrKLRX)AP-htISg)&F=2j z;x$YKwwPTwxkVlM+8*GP6{Xz=q^6R`9{;*K;-y1r9GcyZtN1)`;X8J%jaA7Er(&wM zc(b>0+OT}ql52ahdHL1bYJBap_7jh zKn~e9Me!~UJ;l0I6e_GFDk|!_@RZ^;qjHiVTlvZl*-X$aze5K?ZFn35%*|?zD0|x# zvw)%O94$Of064Vz5ev0LqaODHC1$4Qa;)>FBv-JNU7~a6kJZHh-*xdU%y&=WENFe% zk3@GKj@#_bHAqStVeC|eQdIk6&9QE=282YEB9F!I#MqADNex&TOtpQO;AaCzl~>MZ z&{QEoH;v#ReYaB^Bu)1*SE5tljV0Xx;XDKTfTQp#GBPpvD9%yvg7M$5MC`US?kjn{ zYj?e^-h3C=!?C}A5yXWCYOURaju}q)e{oU2nR&IPZ*0=GZ~e6t@*P}34qUWbEscXd zAbLaUb)9J6>M1L?BA1|WwmBbkU-fL(gsj9RCejABio^w?YHDdw^O8|x zuB^uH)~f6m`ctoee*(8c>FMe5=J=#&rc~jFEPw{JZ(i%bam-aEr0S?{zkg8S5BCG za*=>nFzk((w=^FpaZ-uab^Q5!d3L-x*5lCqGK9hh3t1Fhg8G%9zm@U=5n=GP_ne19 zgQ&yZ*jY0fIltY@%#0-QGoJm3y7<#l}$igRWw_ZQI0C*9s1;1)qs9v#ixJ&pHN?G}Q z$VScWt0@ULPzG9^b#{K*In)qj6RAtU<0%z>!lvI6RqxyNYYk7ZF56!V$x?}R8vEdw zWoDB2jQY|)xa$e8!f0!6uWH_#X*M32o}TvccO9k9H1Ey3IwI$-AiUM$A5-p7L*^g` z#RU^kTo9)L+nun#C791{nwiAT3Pe(d>AS{{?%NVawnnP3qG{y($OxNY=+d=R>e5tW zHm_K{cEU7{aW%<`cp8O!FiRbGBW)gsyF0Ua^drEzsB75f5;fHTdES|rp7Ww@HE!2k zx^W~Zr^I|Mq7RNjS!|8n<8TkmIeEBzH-De7Q`f~De0}k1D4QPn?CfkNXn1m5 z>o!R!F6QT7dONr?UND_rTz%aq2@sLE9G?DHF8G?s&eLBY8$e*-fq3j5Ce@WA3si(E zwD#!M)J0#R~E7HKz_<(HmU7<+?RSA@}HdDLu_&5YxEc zug4l*&saShfG#q1``G9n>3rL>itWMuJ&h7aE7#RjJztQS)_|{O1qi;B*^6#>T4CDqrmKuDW;(cb71Sm2C?In*gE_KA&&=^s#P&b`aB@IkuTd3bJbt1=1im| z`j;4dMg&O|jUaAZ$j=hL z6o{R|T`1c!6BH9Y%@ej3=Ak={uqB=LL#*N!cus8^e(;rxhDNOcP?8o|% z%k({LlW17aV)I^FlHOX$V0bsqLU~@PDvoKl`mMim=^j_jR4wXRI+~SOE%s>2mQpRr z4dhO;m8_{$YN9;>yU%5Kyx_RMN!3QPU!yyhCVr0hI7vBt2f_+-MN%g(gG{kT4oQ6m zM!*n>dh?u^mH7|INMz)zT>l`s-#H8WtIso zn=FLR+;y0HYpjaz-u|*^_JO)F&m4V<5Y|DS246+j-Vn_i$R1_e4N|?)mR%yTl^No!r1ibhO!oyjjro;nt4Q4-XE*3pcmErjiaZJd=-5km%C0zd&tWa;M!7b{$J|7gp z+(N;RSNnDg4GI^)ok&(hG*G_%AH7szt}O!vj&k-yZGrNSZoyDk8Nc%xSnLdT4!(6O z-msi?nhZ4WzxENnq?rS<4h;c2wR`8eNe-TJnydl7R-yd^0WdH`?CoWnZ&_nW%*CUE zq%|ium%vE-X-5*=%{+<4>`2BdDp7F-GOEBR;ZCk;z9&s(i9Vv zd#qLmHfz=6#Z1k5mG^8pvfzD-KHlfwjFu|x^-p-FI;vGH8sOpDG9U>|wC$rlGH4gB zE)=er3~zpo7VWe8Knz=^llR|uY>c*A&$?JeJP?k8hOaTiQr}VIQ7~?D-+jC}J%JM@ z%v(TTRxnbN7}0R;?-V|M^YyEUJ_)3~STuG*6AGG2IPlLHTG&62a>Edo1?{A+2~2M{ znLH`=M%{xr%xY|=swH+?-Ko}?2M4Gx!MDBc(!Dt;AwC)E1*{0Yz^<7v8kwi&gr{cU zw|C>iEBwnaJRhI|ZIl3Rw(8pRBiD_PA^J5r?Njc)=_P~3!L?ZGR9iHY?rlRaUq7y* zJ~1n;lwE-P0Uf~`lw`DjVK87bdxpWcfl5IoXd5`2Ie_-%~GgqdDn{*k0jVYjG7 zs!IX6;)nFyq`>zONbTL;@7U_~=6m_M8AG7N%m#oXh$A`wO+qQfVPs@vnV{<$xPjY> zYD&^?;Vv#NYs)#Qsm$gd2n1ra&zPoD<__Tzzo}qA4eSgZwZ&$52H1Ivf#m3MQn?i$ z2Ie;2nhVR=`Gvgc+o^3GSF-2O?7qkik6Gu zyNZeEG#(wou0VHY`;0;eHB*K+C;Hi{gLL?nLxK$dC`fP4A^Kvj6-Fzzz6rVl?uf%~ zpEy=xePRShso-KhTd$%8am*8K_ucsR#bWhRMmio&LPLS4z^9SHlu06o_Y0={3d~zl zrqBvx5^n2$b>7-a;dH+DcYA+inkb`Tg|Iel5mUbGVBooO>44SmP}43uqt5|915BpD3p zKbrxh69S0OoI&H$zbN691hBjqnW`Hykb45}W5}rh>7JiQPif)zuO#zP75wVjc=HcS z{h-`*n5gs7>kkn+0p%sjyd>h-8(Zl_@#X_d1=efBRIe?h{$&FYO8>I7D=|QkUZvn|AP5#7>W|rLN<$f z_0v?#+tS=2A=MLk!gyr#msHgh;!kQ8ziR>fBF3n_SfkrV5f~#L<(pdo`eoEsVLXai zM~F5aZMTlhf1LOPD=%3a--t*I!*UtC2>3CIGN+q&)tz0rV2+`r!bES8MBP!9`XmB6 zGW`b&)_(+8qhLc()1d`9Je4G%Z*|&4ibpRo!am4uRn#Rf8{b(E2GxzXVIO530<);$ zad9vQV~kGWPtFD+HJloiK)FU-wsl30q3Pdu0_Ze`uYl0J<7R_LsXzlZBL0Ny+MyyS z=s;=rJ)X8N8Qp9~_FO8@G#%BcagnHq;?Okz^Xh{dm>)tpYntlHYNRNTa5qVn92w{RTPp5ET<*kl0ciAT|riB3!@Y};V{2nfBFqCn|n zE`8@b;ub*dSf0fnMS6%7A}Mc$;yV->TLMgsi1(f|CO3*n_<*!s*F_YEnZJUv(?$DE zOEkpUWWVhypR3@Ma$uk`QT!-`$-#G$m^&7#|A|MWD8yyVKSE96Yh%(DxQa)4{Udzj zlSAJzY1&>@tQllfck;z#1U!-r8ZR%Jc_D@I4a%d#krkyZ>XnlNF&lkrCUktkdlM*o z>NWBsc0OuVb(1#X5ECniQ39X*cuDTeP<*x}UfgF`aNeo;O=-|@t0aXRCm7|q{PGf6 zT^{%>joL@;!W#oCNjz1-jLI)&Ca8{#(6OaepoZDmb&Jiu(xjedk%Mtj0il*4)QmhN zb;SZKc5rWIfv5j+_CYEE(9CuSyaS2ePZTIPkD8nI%9wGrD4ALZllbgF5R2t)1 zm%k>0kM-5ayDtUJ)V%lPV!UnlyU;?b=3;uB4$BqZChH;LdczGcCXjGO7SV=aAMWfr zA)*HBkw1O0ysp6u2o$WvC&5n&42%K3$rtO*7mC%fen?X8N3UGw zOL<60NV1fph1~dr_BWd)!N0t?Rm6F6Vso^fBV9TXTSh!7ZZs)BzFw55=L;UdE?iZJ z^}a@PtT@EU6~a9i?V_xS99$qrGc-lYR`wGE>3nEw1H)f#l=Zv*4k` zcZcfr_N?>J>;OOm!G+ZqdHSwDN;d3leUD}b;IPHK{L)!h9Md27mPTv4&1y%Y`5h!2 z92}OuAHVWMAm3MXuYceJAcP!-RODZX74$9~E;lnK>O&*19}Ls$-)sd~?so<)GkZov zXM+|wh~~`L+A9UYE%;(X`5l9VHO2BZ+2a- ztO7UzpI*yyK@w6@1E4!!^9I4V9VZu8RgvBFi$@$b;|<|JXu)TcY1ZcYN$bPdD6*n` zP6!At3Kaegk&R*~*zhO#^@(D_s&J&r=Eo=%7=WpH9tav<4>q8n3afExssxyOLCXE~ zHvP_qD2n~w7oF;+j>A-N%IC2CHE*6u3ZZRZ$1x3cjBI9e8NG%Q!ZNGH$nX}zf<1+KFr*k(U1_g11bukHD+=2t~VEMu|DPtwgDz*WN@xV9$imdf`p?9mhv~1?-xdnlH?z_zs_Vluv=E>?~|IMczz5 zBvC4E4J4Qy1CjNIrPQ{Zit(@8!!Fx-?KvV>1NS#o&8?Q7gghs%BZkPH4_|650%}Hx zm7^;>$8IaYys+z*QHlAI-wLura0IHev-2>f-o`DcMS}ZL7q+GA2q~t()1MGoPG}Bn zjVa!@4ADjpZF8qrVSrnk0Qy+w5;)4fm6+dbH-5>m7YOUQA{)}BBijkwoc7(6$p!$8 zAnu`BTk5U&5vbR^CCnhpizZFL+o)^G&Is6T5iYu<2@$%278R;<`{?c5pXth^R!i5u zybdZsw7td06?teiz((`&@!bcL>n+`rL|!jBtV?%b0MP4hZcR^5UplY+6KB-pJoh?B z0|wSzM@9lET`dTE#s+J}eD?r?OTnh%hEW6WCz^mTF}aA3NvK2S(n2J!?8sR&ZZ+#y z_dz%yf$DD5&jO{6T#;_~ez=df>nz%if2`k`I9P)hI*qW{R-JkoE;xYQ2b8L+z<2bB zE?&HdN2+4^Pgx~^J+&8U+_}&SnQKnqr{%sf)gd5h2h0hnP;Z`H;ZCV0(V@BSQTKXd zwO-Gq#SW@iDlo#z^X78dU4FF5peHkpe4F*w4Ec;13I39RX5qUiR+SH18L@2WHLvaY za$#`briw@l`t!r*p70Hcj}Q_65P}JsFT-?|DPx{ugYPO8aZ3@;}(zMu}3K0)^lg(#LB6i5!;LO?RI2$eJ;R}Fl_ ztJ)xXy{<}|f9(EHeBJ|ez%(UP`NjeDJu4o=>_y4$7~6JwST)L7J#&|q~JjA01K>P9JBj-Ib*hJl-Ds3HS3oC02F;4pGYT)4mCjZ6|OA3vnT|hG{PIdz@_^| zm-|e+W6tuJ_v?%wPn~&}BR4gS)!Vd)a@3rW!vNWUi=zu{&txxdjQE=v@Y&C3xGn|7 zUg0i-@KB55*}Qx6#s73d@6{>GH*$mnv)YPQ=$JWRD5emK(0DCZ>>wbA&tkZmheh{S z7jKyvH~C|wml~DyuR^ctMgbC-mbts}`9U-Od%kMc1qEYumFGwUhgN_z_YmH6To|JC zq?Yu%;2g6*3O+HiDKGdt4hFOd*bypTG8Cq}aR77;Y-P`ayI)PAY6}1#K8t~CX=yE< z$UU;`TU6x9$m1qyqS68yhf}Y z99cXCutAg*`M9#JTZG4a)Hg)*2@jTaEPnasn+uBkVVwh4n3I|>FU3IK5_t}x$}v&J zmR9(I28u{ih2SNm(26~hU zcIQ&-@?}|$R%>e0EF@K#fx;B@7JCHLA5-GqGG!{CaBY#kI9|v~U-IraH{;)>?PyOw znBM3)n@YCjq-T|&wLuAfkCx5lgB%$ViL;Tc!`5*-{rPR%&6VzenHN*wui%;}?oP9E znYNlXnm-sHl4H$hWjjiLmOHME{7yCa6zVym*ztM4$gMV7DNndJ@N-FyR*8rAn%*5s zez{f+8c*78d@iurubA>x)SI9v9XZz)07M!uTxF2Bwv)T23l((9Tox88aG4=n{r&N$ zghO0K-CAZ+Ty~Ho%gQ{UHZCv~s#ywOK)ngNt(tB@zL>{9?PWsL~j$xf`N;lvB3lX{=1qWf|qn;c_K7Rg}X2X1lEXf7~zGPW1K?r#!g( zHwSsJOr$YlXSlTpnL4flbrvF)f#+#fc06*V??r|H3bOcMqW+;&;(OkmFDads-jg;m ze95)Y4lf}(F58Suuol0&qO86e1+^6N$&;r|T|trm=X)SVB4n_C%~LRl1D}kZ=>_?e z5r7-=>GJM^he5yh#^2~5=g;%CyO$o3%{gaYc>iO64rEW;F-q(Z~Uct1D0!Tc>Q zgZcLm&XS@%MC3Y4x{Tp&)9hnalyB0oYx_SW?+oH|Rq|Q!4`*2fpcHf!ol{Nk+X$L|K$v4E2 z0L8a&VP#1Dd`N}g_C$^GPuv_I<`jb5jqtUn!cXwKB^N|>fSlh`5$#CvBvUlA8yh?9 zxKv{JWL@3o_%*(rvEk!Q#hR$JflI`UKB@T4%9J!Y3Wt3Ap$_X<45K$qguN=Y%f zF2lk={mzTt=X5aubZ~(Q=ht<9$^5uA2Re{y)1wV0<5_;&=5IV4MK|OT5nL~6vOqfB zAjhRtXaw?@>a=>?^?HHvy2+2W0?RS3#R;BLW_N?#>HDI~@mG7>m#QG7V6_o**?ll8 zlxy^kC!7V7CIiQ^)>Y2-HE1BU7bg=84gKw1rxw2ePU%6^w$rc3_Fx<`oGCJKnJMuE zM<@v#z)l%j1x$gp-U^heD697gNPli0Jy-6pVueXf2}7x)yH2~z z#jYNwmq(fM=zej$TK5z5KkA7$&adWFp+*-C_C@q(kSc;k5k7J*wAwP7LaY||OY=+T^)sptMPNQCd$|3!5%HocU2Z>Xr4 znh~Dzd<67br#q^ih=T)MWl6wXun@k))2lAa*GMu!V~j zlMzDhfH>&yz#!yYPs_n<$N%lT|2BuX)H1z1#lAj4-*S55v_WITCczb`i;Gf07cpvP zxRm>Yoe$wrJL3)c%0HQ-O!SrY-t%^k?rQ=?xCjaJy^zYIUe{nT{k8WWAa69>Y~ifF zQ@zzY?A`4nd&82EE~29ge?E)Ulo8n|;t3DIq|swe=DL%zbWH|tPabR57eJ~kjfTd5 z1}`;Hrq0=msRl)ciiZG=_eDEkYQ+PTA{Xb8jam+?DO-n?wbiP`y<2_VcAQkp4ihhm zw!#Gp*^};Acvqh*-@Z;_V$LKvWQWP-Gumfu=pm5hAnR%}-%*EdaV4OHLs_3c`{B|} z=c!wO@IAOvWol(MRqcxoz1;0;!y^rA#oKvR+r|xKCYJq&^7NY=K$He1VUs^zcWPoT zm!8@HDBNARssdL=Ocx~lFvKX^=kxwiuih7|ba}P5w7N`EwJl#Y8jz!8)DR3{)SczC z74W+v9Kxu(N_cj{O#n%P$jv6KeA&@YLQ%ZA=O{mI$L_JTlHw&u^egZ~_OOXodV}C< z0K^^%Y^gG1*60p_Tg>@*h^(1Qs_CvsSG;Azb05!H2QmZ&XXf zdGPR|7YI|4hKP=i4yije-(Z`)JQtZ{$O=;lQ81XkcXX(IU%a5!3$qtXn_UeP1b++w zpI^UfpWwe6r<^a@00d*jB568+NiL0W{3yba=@kV4jY$U%0a z9?2Z4KXoyOsiofM8ZJtNHQLAMTuPywxsHvl#`PK(%?y8lzXVgimTlVX2u)>m8kB=H zl2{k?E4p1I(={1t!aHwY`ICeGJgcMFpA_v3>?;P%{Ow5ob23Uc>aI}Vksajvo9yto z042Ox6<$-dX@94ecbFjGk^)s2z#WMt!X}DtN4=f#L&amJ$}pR_=1V&6lp5o$aX|#g zVhF6WS%K~48)KFy?P~?K7=_4^w)~|P}3Kf>+tpO--&_BIU3iEs);4THI^a# zP+jd?(?`5|F$e?*R@VoPw7_c5d+D4aYPKbBmN4I)D=AN;o*!AOQ+Ig~t1V%y^q$Kt z!PK`0)P*o>hL5285ky3o+EepoTKQ#HVmB)F#Fy9|F4(a+%*Xq?r%hAg68&KQF7QyM z!~j?e&;?m#nO2@=SoLl_M>{}QB?90oah0(3tw=tmMUekesPg;%o7&ZM-@!Bo=+^UY zYHG@~Ym0=VpB5ZwqjLF@>-McS6Wv+$qPx9{B2kX3wQz&0=hzQo^ESTASoJ!~e~#7JHlSkUd|nM`{yD-&{@@<;;c=|{ z^p5V~Jb#SW5}v_g1S6{wKw#2v5L)|cVM$AUvf!+ z_eGJ~sKN#LxG7X)E;%oUj|F@#LV5Ecj)wE08}_SOhpSdd?T1?E#zeaVBKy zpnCD7IzMaKWStYju(NBFi1iO0kI?o2g3F`a?6(*W^`RFnM(eu>0J zte5W-QSmPOze^t*Tn`65B0u)&mVaj!%i`>9#VJQWP{g8;=Q)UI^zmV}of^-PVJ~`u z8O3%B>n#dwsU7}hWudpjhoU^GRAMneo+TP5ME3C8QKeQYA3nQt_FA|2oO)+JE=Bp6 z;39l_HS=-ZYelx%qPv(`#jCzWPhT8tfDUYM5@dJPZOI)Z^FmHEd1SLGxjAF9f7EA1 zOd73)QNO)!9-+rb1L!Pm&o_qh3SdDYEU8))OYq8i-*RZd?pmkG$mJ=`?z05&6qGw| z`!+2e!;d-BdWn6RGo)25L}@uv4>hcNIdgY*akhc=Lo-m=bWY~Punu_LD!=c z%z?F30OZF4cU^rS50%- zQa8}CkyHRYDq_uMp5m|q9iIf^Iz0-pPIh6p+I|EcR9pTf2PyaqWlE}rkDk!Mhp2#) zCkiMyFl*H4eeT=S)TcTrhEk+Az?m|)3ntAXC_I>5I^<&P(;2w3m8W`qBi7H|nGhbf zs4Wq<1yf;=!?cB6v|C+FqBR>y<@eAml1_b;l+5uQX{qI|8Y0f}Tg&5bOTyQSD=*)$ z35RfmL@))VX==56Q~@!-{UvNC;N0UOkR&8Mve!yK++Z_U8)FwiCYD|N-WWsaZAU-8 z;^6i1#iKNT6K1LX5u0mp7jHoX|0SkjyMY7Op{-U2lA4P3VAA4JFpCASLZLv6)US+(=nAzSzH>ReYm13(M z*?r3^TO+YPBYJxyHwkVZgSQ7P$e?@Q^usiRA}yZhZAoIck3j~_hc zc6VlW@;kE)UsDx;3(F&%lwH9*!=S)Crz-{g#D5U#xBz<@xz&oGO#5ncxj`g^S)xM3 zXzc$)Lnjb7kSPuhCk2j@CnNwYk~Q*)2&x@@rnzENy9P>lfnc(&u_!}xh*7HfxNq~D zX(FbNfvF$T*Vd&r{YC3zWTTQD1fn@_W<|Mg*tvCAT0)i$-h`_wT15XcT4nRiHPuy8 z@e_MvEemfs%Knz7g!nfVbg;UO$08@<)o~J10GT~%jvB~u6n0As2L~Ms1ZUk zs_cyD;?$;$wcuP@81Tl+XQPd&pA$Q%8UEVcQl84T8U-Pte-dW2c@AX)zI0jKhB2$k z=@`ws<#&M#4Z=3!_&_OHsH%vHgRh+X=fnO+MCcuc|P9Ffr|Mw z!R4j8k)_yu)r-4xR3E2PE(KN^<(%VPfwQiPC=m$x@ zKM4X4z&=A93j&MI^Z(jozxUwM_M96pc2;Sv#Nh!T@W~Ae=~!TXNZ%|mCj)!2%%hDs3EBu%I}d}oc3)~ z7eH5#J8Dl+WYMOXLEU_j@wi$BCer7{ts3%fNa^m)uOUNwUrcm8CFwBJ6wC#r_U9z; z2Pr^0fLi$~0w@3}yY^Rt{T}J|AsVeWo2hy!iXQkm{GU3)6|HY`fvJg4HCDdQ0`OBg zo#70;K|UO3t1&ZOJ}yYQF<=S-XI~H}knX&`n#4>_QNBmq%NH=ZKIfdB-X`a0C9<7W z6-Z09yDqpD7wZ>$&)6H_TTFu=3?o|~4JkH5CjGz6DB>_!`B zOa5ret*CoSbrUjxG6(j&Ym59Z6q5Xy-9Rdif)Z)QBEnkM;Zbg}a-`KVFsUfKkBONb@6Zx|$n8`^qQ~kCu zk4n9?xO8CT4gf%#MDPoPn2EeZJOJ4Zu&;BX4s4`1BUFqcB+`OQXX!}L|LwxwDy74zAiG_18+e!t6pVIst`tjT2zBV zYqzpN*p`BJG_0eXVkYUM+h*m(2A7$#*k?YHpi;-|VDTUY)o29eeSxb3U+8*hsh!Jx zwUAYU(v04qe$Fo)-+}2u7i5Khzk#Vjh&`&p$;$V-c36ZAaB2&Xy=pIvUxBXQ3yer| zin|+)X#@=}?^|1iioe}$Esr28SbA06jp6EaU9|Art?tsI)liwQYD2pZ9i343!cq5% zQ1`mjkGGOit+1+D3p&;duRi9qMak04%#yhTuyW@Q|K^k#$I$0<1<|@fbz~YT3A@z_p2^2B?R!K3Gx1_hBNGNFt|bYo!74j z=s}kiAx8lEyA|nDM(-lR1Lvx?;#vRl#lTo`A@a-OIZiqB_fyC3qrypsUZoVhtJ=i6}3J?vunP+uo-CTNb7IHRjCM&HBEJ>wA27 z&`|?m0UhTHULQ*zVhv|)PQ~{sYKA|{l49na`4Ke`ur6a9m8y5EB{0OB>`Uo6m%Lk#j)r1vs;&%P`lKz#wt zQ_S=we~JS5#IO;zeLs~emC2z|{0KGZ2NM0-T=F!a3lrLHoN==}z7M{Mw#Ns2O+Dam z0M3xgI7&L`vgOWeb$ue!1NZ&AM*Z&xxWZALEtLtGe1;CRuJi)km24q7eryxcwc?zb zJ6QrNo!<&%msUDIrZ_^H`(3tPpQD$&P}F?w0Wo970d=z&5CR6~IUzT)`5 zvEujyOi^&X!NAl)3HCnj*RTIU)PP8fJu{{Cm~99foVCq2&jvmE>UxAL2FSxQpOsGA zwME4>f`1QIg~q)Y4P<&VH(BnP&R?|=RJ^CZ`gdatT=*Nn?w}GoS)P^y&*hiSOgIvE zZ2??9Wpfh&)LV63DBtRUr7L1A>wuv>!c;^hsx@*!;YXwMcj~8F{^ap%I9-lcLjG|0 zSvy=v8A=c{?ViH%q&_I7QNq6hi41FC711~*w>m7OUEcnIoE-EAvw|DT1 zsMLJ5T^)G->JJLRPIjb#?lI$A5@L@))`d7;u~7*PABuy+Dt3Euc~$*<(lY#ONi>t0 zXwo3zD#YM#)V~<8e$eAFoW3Y{FykG5?eD%`6V@16?76uBZJufQSN{O5&zsE4X^IZ$ zZZWi!c}a&#>h4)nXzG%*e#kFrnh>#DoMc`my@e5`?CgAxMUpH4*Q`H;FX-Ap%qHC$>b8Gzog;! z#cgy0(7A)>Dsfha8(bSQUaPg^nu(&a7oc+PIE*5a41_y|0TA6>PdrQcP3AyivT`kn z^Am_7xJ_!oBO$6ZGt>l1z$hfc4+2v^y{YR4zrmFBXcLPqsjvhsgaF%6>L}^8IZd+& zikh`yXOV9z`+-^t#z8nV;i|rnrU{vvU-XBtfI^9R$G`N`{YfC~F0{~b-|ZXvT9}oi z$-%|K3zDcz<#4?fPiGzNfN9Os?HY=Ba#y zScl7ELUqT6BI1gQHp30QIy~tw1wD^BUH^!xnBw6|N=oiK?XiIeH#@otOxs5~b*uuc zJXfP6-{e_~7yUW_#^@emY_?_FD2`!$j~)+@J}xUOOIjcf?0(7@mZ? zc4;bg4PX9}!H2dl3E4KP4U>EjMh1&mBQ7ud`pdiOb%x*|=Qfs}|E8jtDyt#1b9cV6 zl4CrCIE##m@)u3J0O)lku^PT^>Zvdjte^+g2|@wLE$gK>A;S?BW%A($AO(WkRb(^W zi_3YO0l3AI>)81(OF+5voyDs*#ozVW&&0PzRD%bTM#0>hulfVIcf=h9P`HuKK!6Z0 zvDYRmo_59!sK}Edo`K&{c7}i=0(@vB_!TL{V78vo+>3*Wv%tfus^_MI$34K%Xnv!~ zQxeFp;+>ih+J^2f{bB51r@~do)~A)ct^zpZT>$G{uH3A!iWi>&$P3WfyEf^NL(xsi zx0wDEh*;`Xu;8ttd$40Kd75YnNjoFy-&+hKYqGac4hO+PqQz(D87ie;o=Xx>+T2pF2k-eWn&jT1eYp(6in{E^`|G_F1%W_487|ML&j6)sYv0?siXVo7u zFS*U-f$o2@cPA_6Ev)>#amf@-TJSuk#Elk2)oqk?bozov&vfvcrtaV7xNb}-x4ym9 z-C4Oc&>S5&yUCyqZnCO8+?B{wQoHG&tsJ%nDZ1dhh<)kZ zcRdalukCVuN(&P~wm$Ujb#b@l|C(StC!n=~Nd#8>fU||e2P$;O!U<;vMo2%iKi6;^ z?WQ2oNr6*od8^Lg`L__tKM{8zDeXSN6Z;Ijuq9z+WK@2*zZkT$^K7woeL2X>9rbp? zQHj!0pzQ4_a{0c*sts}GbGoBEhFqwG7w(`{S=w>)&Af=}F79N@f!K@p&Bl#yF4$z( zI}MaN*bMmjyg$p~TxdTyCRm)o*_l~!E!%)=rHki)>>vH5SIwBzF@#LP)%6C^IJ__J zd{-Re*lU!70;uuG3XLva`k6_Nte!o3D8?dZvb~?8vzZM7;UsI+*v{*4aC$Tp!0^z zkXRh7`k!DzGH?pxrJi!gfO1Fzn42-U5>|AkA3QvTP{AF;xnw6CA6S~;V?05>g=rB1D4z@}i=zVTt?we$^gw2SbczLFx`8X>DX56yeyFN5Zi9Ucr< zk=f04SC=6#UUR+z+8Uzf1$b7&dH|H2$~67uppu_i2tZw{!%F_G%bW8B^F7ELrqACt z%p6a2l%VWU_g}^ashxnF1bqx2d;pWd@RLVNpee?jk87UY2lpYFQms!U;3SFS;DV6l zfUI*J5YEOCsCnc&yP+Sz^b*hm60^9i>9wvoNfosAO)Yi@wau{T+EsR$`K|+g>U{(P z^rLHY-~M7|)UZEyE=4w|6)SdHNZ8R*ua-Nc5PS<$DBL5Bf%|(53INX6%WCvw2puIV ze8F3`U>8z`Jp~h}G1XKF&>X6t`u6$Xk~MGy=q?Q^3Bn}ryfTTgvwQlp(kd0+X;iz@ zM&SB+#d-&zRBwRegy!PhJ?1+fON-N52YHkGRsqEXJHE*%uSXELOZEV4; z&U3R=-6cFt+hJFW5ZtJH6E6bnW?!(%usf7b0FU+Od?@5%f&n~rrGDI&9p|)%@YliA z5Q{As<3_nq)!E)3xLv~kji|H>3NK-_~NI+W{IqNAfH z`?B>bu7b`2>w}Wh7-o8gaZ5JV4fnFjh-nWG&i51-Ek2AId=W)TD`5mB_|#$R31&$U znh0WZ92RUJ$V_7I6={MQYJA}Af$l-XC$)LM$g0ezim{DeGhDw(#L1Uk z=k^JjB-ST4Fq3FOYDmYYzcdk7oF6b$5*Rma4b@A>tKeYn5XYa>M(zj=Ei9Gswbvb6YFC}5z>Kr?H8dI)+Sk#gHIs}>NT3CCZiu(biaX^NR@j2z+28WKh^;7M z{c}M^W!I&*W1Nz}j^Tr6V}{5))hA(-XifOsrIud^{gTPGx;(#hi z+?!KSXatTS#op3Kw4V|fQ0l_YTR>~Zp84(~@SYtYr}N;9;Gi9Y>rS%=nZpu$^A9Tj z^aE1}d|`fMcV~4_yz*vVqD?Qr+P+y&T4|hray7CroV@O+bxRGfmdhak?J}KVZ7~)= z`9GX7?jcyeObqo_1apJ+^vmO<%aruoTOlp;oufZ~_{bPP30g+c=0Ci1!nC#S~IUhcO)%fHpB&`2h!4n7H{k9N}+Mkq(~T$_43Y#7X!k{+leB?oZbTezm5kKkcH$a(YwyaQ{k zu4hDA*qYS1VTPLmH5T|@GOZ-zB-LscbrH`@wO$bTf6782DaC5c4x(a+US@J}i>T$u z&rXT=W|NyQr9In)XdX;>qAdQLzRX`^6(Fi$7Rt+_$4Y^~`e-k_&M-ZIK-qSZRUbaZ zR-FRg^#`OAG}mGrq%yTRTvm?)bObrsl&GmRYEKEVGu?!4s6Y_o@+w8X9GR<)>1`NX z$a8A@8*B?Pg8in?Rc+WP&v(^PB0zr8E)pz*nfb}Du^4RkJX8~3{ydG&LEMyyJA5UE za<48m1uaw}Pzx1267vDSf})+P(bsv2ATbnI0+d_&U0mXPVI^(#djo?0f_hD7qgNFO zsTu?iJrA+UQaUdtJ^>dAY7!(tUi|l%Ur5>(uZer}bi#f&XOo-AC0P|9K2V>9@leeB zMpgwfx;2l9uK$?G`O|_3Zrm});YJTOJHfOlPd4GGjqzLY8@Gc|9vm{h@JJ{*Wy&{x z%%OBykd2J%NRQ$+YO#Y9G@QBufaWO63&9_A!;s$tefZ3@GI2KX=l9nKTUkR(*WHR<@S$gR=iuL$%wXV`X`HK|otFQp5caQwz3No=5cfp%Fu zHzPcb5FAsZhQ;@|TMHEjnE2jb-%1+wp89BoPcStK;`j;99Kg%7LC0R-FNalsR9)f+ zc|h7HR5X>a98L;Hof}+U8zElt|96+I{u3Oy_{v<6xIbXVK#RM4++kx{ubgw@Lq;Xa zG;g%DBht<)FgGM#F}2@ZCw)Mj@H0KX6IK}?p}RaPBl!|DB9ruV!_y{KIZD6FRi-8mOP$n6yr34=)Dj51vs+?vwbuws)nST#Rpt%5ZGsUK@@+>8Z6a~Tqs?`-=115*w> zo8MNM;GT=PT*usFKc!iY3R*KucEU#o#rA#bG_s)QDjga<<{-~-+{F@1h|stC5LNZk z0jLe3Beju^8A)C)BzpkcT-zM~zgM~2IlmkCin8)mkhS(T1=W$=mDn?_olv>s6=W=h z)|-xvrP*zGYs0q=tB2%!{h(V7I6+w;9zD&OWfk+6oY1kJwH?ZzT@@aayzO_;IG9{w zl-S#Lqpan%3NGrOTHDIt;r~RU_Al3~KrLrw_r!C|O zf1LMI8qKfW)eb6t4jLX`GQ^G0n6h4m@|++XVS*hzdFPU}>OEnu34IWJ8{uwJKCk*9 zq#u5FyxZW=>Km6H&=tYXi0$p|B>)tmzpi-V*9ctjW^pPrxtfQ{*^OJrBPM!KB;}M_%Ev!4VSA>Kv zBqt}=)Yr>&mpNH^{d;8=jxB*1)LOSrC(6a8a;WcYZ_hgi#_);+op~5rY+lZUB#{y7 zEO}R;W|869i}g^-(A~ZKKx=+d;~Y!}bSIVGy3vfjvJ_+{o0J{3(rd>ME|~y0O*o#H zV~2r~LOBc?KY>`sMmdV^qf)Mu#JJ9+DYKD&FinXj1*6ePV%%36T<@4=39f%;%{i0f zxt`G_5U2ku*W#35t%|9wb=SRL44ax)vFT-Au`t%%rR|#Xjg_{z4yBx#f$j}?M>ukP z;FI)mgbs0GI-n)&yFNMv|K>ws36gpXeMOvm{muKj-6eLDww<6g*=nmTypp(bf8OdT zn5w|@#-a1}m(4fdfARPm5Qz}A^2qBGyja*H~nKDSoq!X)!<=hkFNIKD^^~+eNleO<`!i7&UcEz z_*CtpM|&2-A>`)0qkfs1UlK0rU{opSD#(KQ1+pOYj{Kpd z&r6(eNNvhk5UzWGcOWt~ zgYV4o>cidY|=26e4y z#-^rB_E+tjV??5{Xxfd`N2&uNQDH*iMjl;dr0l2LWa7Nx^XBsNeXp@K}h5KjiA&un_rI z1FW$I3d&|muN97c5Uh*z%B&I&Y`E&_k|mW-4JNG7pF<+$07DMkjPW|yR%YYy%vr6$ z<$Thc;Yf_*t=xA3>6nGj=OEAeOVj0TTUAP_^$0Ts~VsWYGs?S!`-TN82b2Kk<%}1-_Lje31GUJgYu_rlKGGg#S<37_qZW%(wZd9OxU#)x zO9iDEesT(^Wnl`)pml%8T}KAyov}JqH_cE7s=NVHfhAPw(=N!8MiVZze^rzvM?cok z9SpZL>GRn!uE-ZdW#;7W{rJ9jY)jQA@lfq$TOk4BshX|Q-IvY4S4nGDR;lNU3I?0hDgs8uL2VjM1bcNr6C&gL8`kYe z-0$KE?nN6dq$pf-kpoJa!Z_YFwl8LYTFloLnE&~pf^vqow%pHyf}Vos$rBb#sawt> zoR_Cv{izrk7-nKq+S}U)u$a}1EbmF9CgQ){LdDDlgY!D^#n(~gCCXB1nbzf*p}D`S8@bs7(+Yp0ldGL`IzaLg0R^~n{5#$PS1=Xi-glSHnqwTOSge&amyYg6kZ(hPs0GQ_6zdV<8{F``9e21nAi`-%qT(*S+102$*}QopVwj z=MHVN!*w&LHfv}B+;#KaVst}+y*v=|kcZ<-cE268sM@BElFW?r7bRQBa)q0l5PXQx z$Nq?W36RpfN%ZPfax+e8H-xi|Rexzm$Z}=Yf;nw22_i2qFYDUEZI}X(t|&oWv<|2s ztheav$VgM=Qrd3GPxDoSZXR{61HwC{lEhZL?rFa@QqZ(`C(pUD^E4mq7Yd@k0^=%O zi~3%-ed}B7Gx==F*cOkBioVRJYlKTX0QHR+1mNKLijoV*Vu(nGd)DOvWfn?y?ql{F z$cn?mFeesvty3FC+GV&jGf9&;NRv58Q~AHndZ%~%+p)9%_EQjzrpdM0-%G>CT8xs^ zw@X+Ue-_|7N1>g|BR=T~ zk|Y#Kq9>Yl64%f7S4`|9%5Lv- z9snwrzCDdk9DnI-0t9ipK$zO7ai}x&CE*$w3y)H#!E6M7udGAK z6+RZ#fa@Cmw-TZ?#qaF8`k?-N!Uquc6}I}_(A06Q)_b4ZWF(7A@L72+2yEP?QNcQ8 zR{nK-AS{hDhSZ#t#pUDOQ*#6l-5&66YNb=YzGct!WHqYyNJim>7%V(UFm=gIeIf=I zspFKOZ-a)xGX?>a zr#7CM@|tBGpHa*>J(IKbdBQ0=37_xW2sC!_CuImp4ZH>;(w~8dRQFU(S^@J`)<-fp zz1b-ZT^x*etijEeX58ph`b&=BJ_oTj@i|lX@yU1j^7=}{(1dl6iqDHgRRf|ORV}jL?lmJ|Rf5MbtnloSRiyXhq_IUEj^SB^H1YqZ3Ch8^_w<$C(C*eaWuXHkS!a z!UHHXL@auj3oym#HBx)C|1N*P%r10`utuHQaUG7J!m~ek355^TSg%Op`PuC(qr7l= z5yii)0WB8%5AY*Qlioaf#7!z@cf&N31t}RrQr2Fm+$!-1PKfCzdq(c&@vf>3vBrW# zOs^2?S%q~hj(zF4i`sjZlCz0@G&Tbm^ibLkQNbm(zGRXw7OPeW27D->{$))BDU6nu z_U(o({!|1!laSA`bYd+bApv|)Kvv)3B&7E$>j~0()QNT3f1`csMqE~PcehsG^{e<= zIUp?WVojn#%d8Dz&$28oOF~cZ8+(*yWHFQq*1-7ulrjIMT-}PYZ!eeJ$-m@|re4F# z2e~{4^RQ33$DN(`z4}d~jS)^Q0xm>*zQ*NaO&38_PnCi1FdiS4Lc*NIYXed|h)gVX zedlYeY4&VE{rrcdQ|FTrza0(Qn7s^jrt~0B%y4+RPNSe0`V=hn3UAkH?=!N|VyNt01JpJA$5Q*G zz9e!QGgh=ii;v#%c>%s9v=rP58`m-hoFi-lSbJ6A^fBD0|9IT7b4r=I$j%9vN})#) zIWZub>#*ntCIQ}y`I+dkGYxuAx6{`QJL*y}SOSuI?&v&kCA+^2cox*otkWpt!C98fRI~M{r!yJAs)q%DwrSQBQ1m-AZ0q4mmKXvRdV)SAYD;7}n$|ZR3<7GdzJxXyhlQB`P z3~hwUzwS%JcSw46)NTAT>%fL(@l99)AEItD&=frX*uumype$CRaJ}fQtUb7%)e}G> zEx$IY9ZNI(DaHyTi`Z@1+p4~$FF!(3uF45aCw#_k${yw-9Pb#3a{g2BF|Kmp5534A zeT+BtNI^KNka_JE@wK>Ex;6&%Y+PP2VimeYY}jK?u@`MWS=^R0{ZgWSPL%5N=?yEF zizkmv1vdtZ^v2WA{dNsl49qITh2H%e6|&Ey{@Mrp5o6?2(DJGlS&9z6NxFzdeuJq{ z;Xirp?2QX5(4Ci#>yEzj9ifS@RR#BKp1yNuW_Vrn%0D9VO8rzmN`emmaEC%DyLX(x zx=Qyb**?B7;S~6A2^*TS@{>mfi1?WGXQ!Bcbn?4TTnFYxcBJ^foA;9+JqS%Q?&NuV z9ix*LaFe}@&#j0u6a7CIK zIRYqT`fYKHm&`3|{3{J-xExgYq6&Kmk!{68*(Q7r_%P6Tp$60>5Aw~+V`p-jxIWfi z>gvhGyC{0^R6P_Q6f(H7LRX=}&QU^yT=KU9_z_>8VDZk^T&R+fai7Mc)zIyI5Z-Q^ zxr0(o^cuepr~U#~$S*IoJvP76Q_bKA4) zwzPoR-+Wu@3$Q%Dx^7eMyI&-T&vs}N0uec)5`<*)6cx|VZoLf9 zEOf1VHg{HHCQcot@q(`+yeAhF^%^U%1gmBn^=}&ebvQgfP28XjkqL!sVjiv8ZXLNt zmb@Fg2p0Yn)X8_y6NR2^u0>cM>+D*8)?zeIEN<b0B19I`fKre88yVyi8+6r${ z4rKp6i13JJ5+Fr3%@$5Xpql(|>c>ZYB;mECK3guya5^wpiUC}!2X`;fA1nGcPGvzC z-hEkn!N)HtRfO5h1c8XI>BsHO=~cw?4)aU|T~Kg-QiFDd{^LKL{7?CXdzcK7jW{48 z>m!kq!up{PQyc0!Fl+<#6z$&H45qsYfl=9d{u-kuv@LRR8^|Qcs6(UZ6@QGP?|uhA zc$HsxO{()0lZZCEzBbc+cJ^&Z@mXWA;NBVT5kAd0fR{pFf*0 zxN~f|*597es2}Pqn2^>}**V%h{_8xRm-P5K*8^f1Sw9m?x2LXIXzFUG@$MuG-gyg# zHva#V2 zA#zVzqp7k|I0z`1YP!Vo?1u0XHDT_W_YoF!m-Gh^YZBNWPzUN$WR zF^f7BhI^VgzEHb(FK@EItn;_z%n?7~Vi+T3_PsCias6MKtH;)6=`^Wx2*|0hLR`z? zhvWgOU5S3LU171|j`@9fo4YwTZqDcr!vz|P<>|R^N0JBPpoy5X-(@IpWR^jFXW@cPhpbAY~MJQ-|H&3ZPYxlLoM~&N*GvYURQ(C zN-8kLuJrhv&bn4AGa!8o{yq;9wS}}Z@ehTECU%jNz*I8=1=(5h{yFawR9oLtI`Pku zlu--8kYeg}t+1r0R-$ODO$V$tpiBnlXR29q4^}dZKjjhQC4CE%*K@KY2G-g&DWV|) zq@Jm1zL$|+TU13oHhz6NxB!{indQfvz`^vxQPIin-4h>W?>kEQ!)-B1llP0tI%dY4 z3|i7}|5fO*34O^#!$!%l{kS^bj**Y2Pz(>q45{y8#ehC%0H9GAe}@gtGX=hmTAX!n z3618(uMcc>>eFq^{=S1@3-0BmX8BoKW!MN9DP3Unw#c0|qeWR8QI;bN2M z);^+1Zv=cU6IETamSu`t!njQ8xJy1nWDd=@-*P6b_?&^yV~aeLpE_Wx*X-Pia-AT@%$$vsfkw-%K~pX9@)XdS$O1B^UIHY& z>UIRxQ{e3smZuz*x?j=)SHzHsD(0pl9NUl1t6vh^Pm1a1vm9NIHLRP8iayKB%UAgL zLSy12BP|im>qdL-0htWnv$E!Ew&p5vD$2c%;qAp%~(xfKqwM1 zu?QYI=;TS9yY|I2ho47^egW$QpNYzq=@p&=9repG?_kk`PYt+o5`S3=s{q8n(zVSx zj-ACeh%Js(i$|kHqmvY|C?fE`r?SCSTi78-KeN;Q1ipO6J2fM(X=su?Rx`g9LN9yb zvR&KG@_ZWHy^UK}L6?_@{kI$(;=u`FD}Fcoo%E78Uj5Ksv*cQj*|yKp;BLx-9<|6< zq4?+=RW6(I`8@Mp?pnW)5-Ja4Nq>2WL^6KWHEKhOa!k+sX}$J7J@c1^|MfJa_1@0Q zMx*5p;7v*b6HVP-`>N@?tog2CfGE*qOpcy1Ki+33WC#}B_^2#6o|(HeMyo@?^jIl8 zg$ggJZsFV~9^%;t)-FjPI`_l;+&n-Df?l;ZH#WtZ7q9Y+70yo&Vn{*G-Y?elp044& zdvqxMbFd0RkZuh7vYgRDd!CZ=EHXTy0=^oUYQAYTlfmF@!R92u26>dj#@FD6d;sm2 z&5(em@KgqT`KHxySud<{Xf*2wiLqZLR}SW+5s6wIY{?T+CH(Uj<$`a5rGB>~XqHvn z;@a#(N?6{%ZN&~{j7DGDvNIr{&QuBDWlTsE`n3+NAn@0Y(20dxzNMvs!q9&Rs;&tc znri;Y{2FOplf>++>iahmOTZL9r6`c8;87J_Zc$f`^uLu^GMB=l55FY`& zMxjv^3tb`b#U*YA5Wap|Pko_1_gq#p-H%WNxx)&GE+BsYVEf?Ii*G%vjOD!VTd|Lj ziNDIL>TuPKvdEIpw!cbmNTb;tvSK;lHf+fC9_uqub-}RhbMzj$z&Y5$ z^BCo_z+rVlL}r#<6W}1&l_N{JdQNO`mG0S)dF$F}Qqf-dYt&Cc>U&GHR#D*E^V5YK z_?w!(r4CB8Aovym7k40^4?RphR}wLjTC}1UV10nl5!)_F(J0G0VxcRYa)b*D+qM0Q zOHE;wrZ|k1Y#ulKf2r*q6SW#d?j)jNr!OXanJ!}I$Qrv#@KKYYa}MeU$A*gEk0kNY zsdSK=l%X**f1T7>B5b9*S{Vg>LyHHZ?I6d&>m_lsvfwbI>fYB^+23aYT&!sMLqHnv zU%z>CW^{D)j+q(Dg%i*2#$j~o>~y{U7ib8aZv&VQ1R zKuiAr=utoTouO@-qSfN;=h5CbCOuQ}`EX~MPJ>b#yK?Vg__Si2f9s@AAnx`k$IQqX zpFb`O(0Oqbu;mdDGYd?RuW^k^re(2>Y-UNa(g2Tu4gx@{YKWm@MUX>(OV%TsMSl~S zw>PK$x@xHJM$W|1of#n2a^9JMl6^%fvh!QsLS~ z=s!wMeZ_r+r=)SX>t;83`fH1?H<1^&cn`ox|FKy0 zH>{8TN+hC=MgtV!PD-Y+C;R0{=ALJN!b?CMObjGe_BOT++Ptu1+V(klk4(wy47L|D zU2&?@RDu2l9)u|;dfx;xZaSy z;{8KhM!mxKjP_{e|Dt~Y3g;+&beZ`?^0h!gQ;wpIz|?VD+Mdt0+hz$(P`dFYG*^_F zl?ENU8s36(NZvK3li99A0r(HBc5zNY{GNINpI)AI<5dIml&Rb->*obUqTl-;yO?Me zq17!S*|yHPl`irtZb2UbU#}4Ix?Q{Eq!AaC+$aQ#Ik39MpzB4h3|H*4^;EiQIFv*$ zO)MPLYU>@nbB8#G#ddRm7?>^LE2@r9b1BRmyEGo4zyBvWI(ZpC<2pzOJI!6he-W76 zqpMU}XjN{tSDtX<0%XQ1fhOubAt8?5-~ieAt4cIx!s8{2eQ$H3UqE)HJH2{u)S!0; zKf@k9*THzlp6h6Huh4GsmZSguq|oGjZSZ~B?-E*HkF3!(l zEVh4<+AF!Rv*@N7djrF% zJ=RiD+0VwWDGu*`=E1)XF_~4_bq}}UECi4j=TFc zP)54X#F_@63oMS$HwK^MF!p^C{;p{)yBy*cId`S1EgXdcc8mH%9OCZKS1}`cyTW?E z+=wFrDnj_b*C3!ee;-dXhys*d*RnT`homFUV!w*rzoYefQcf`B4>#n!IJ&`YRb9sz4KRRyiH)?~J@#0l`Cg_#f;isZ|cbq38jB6Sj zZwf9HkJel;enY@fwYOqD=rWna&3S_eV9eCXZVxRb?$EY5U$|E^aWT<`qOv1%w%D93 zymo(HQCKFH*_J-|I#A)$$CIjnr;Q-3kG0ljirIb%WZ^5q(Inj6Llc#*()9T#FBL_c zO8PbouOB?|<*-B&=p_qE$wh%NrGJQpD;Bmf-X~ilgPDd#K}8%?_LJ)W(;A8 z?zf9ldLB%A4VFFU!!9|050Sc*r*f%Bkm6pr<+y$iJk6?rf57h()H~4a2b{>PDHq7Q z27jIMuU2+|UV@mPo-K=Kk+8r^f}HwJ{MTMG zAOH?0Mx^6hrlM9LdGF2ZNBD-iUYH7(X+n9CP3KI5px0jcEdvV-eiq2{Zk1kR%uR=L zACe%=iY>oyMeKa#(yifo16}|4fa<-+qjwJ8>wIVt675M&>4P>5s=9Y}-0loVEEbg} zS$M;TUuB@{Nk^yue*4yxzJXUJ@Td-!o{G;~WUg+zJ2$%x5_!&~c&3|nwKK-Lb3+fz zp8;^9VbC~#79e7Dx4aFuybmxf9>B0k01TwZJ8j=7%@N?kGdv}_{57Qyt>}4iZrQbp zOFOkgfQd@nvE56Ef4)B0Y89;s6p@8i5{#WB(bSH>5PNOKO1BG2-CC5!s_j<-- z-{_|i{u}ZCK^$PaFWALqkiG4^?0mR8M5Vt!qbWf0wzF3W0?qVQ?e~2tiv#WbLuYt+ zc#t~hU?zm<;o5~kTM@scKg^(MzG_YiQe@K9`a}-mA>%2&bV@4 z^fax?ZOCPN3`>%}-t)foov^xPpX^)fHj*9%<=-tSc-PzvbVAm}s)i76{hI)ZXaFkzhSr#2I8@>3m*#7FdYYf4zUD2` zH7Ip&vyHc1gRf^JO=J_nLmf}B0MwHP_q(Yx9EFK17P7U5=ZAw= z;V?Qml_R`3UNKy+JUD%--1yES-$@Se6xOez2HIZ0Yw^PeyNfv~xo(>a)-~9SbllMm z4GmYWU%v#f+=Lfmq=oJ)*7QCGGsC00;PbdxEizw9pwa8VJ$$(?d3O(g&{Bt;iYK z-fR&;c^Fc%RxY@p4KE!QnnWp>Kq=gD-EpJ+@`~<8 z0J%m4gQswz&CI02$;gs|--0&;8y3n@Y#+Soq^fiuh?XvR%g;P{ z{Y%x}7xO_Yhx`r>I{@{~D$OpXjXv<#&0;fm+Oi*H1eV{sH!RhE*I~uLe&OS!j{1~N z_N$D?6CV!tcQXzT5AS*Wt1&7)t1^2YeX2YH>J|ft!Ua_)5=}PxTWsDI zZ$=VJvZ?<;UGZ-~tz%K`v^*6{Q^x`CRN*eV4eg3?^v2}2HeEoRAW0>O>kRxvSZ^z& zk5l4YcW5bT*jjYkC19CFrI~N17~~ZZ;PuV)(2dHwbcQrffGtPx;@(tbue>k&>cgN& zom9%n<-Cm~Uf0ks<4cXJ{#KL1?>4s(^`h9amr9ls?rcmPhCWeNCHU~QXiximksZqqt@lV_Xg5w7;d$7(eoG5o#J0z7d;!gJ)=Z$6r<-dD@Hos0Wm4!w=efP6KYWV`}G~T5%RD0h}&q}5ueFs-#Htoy75WWb%f2$`j z({+|mRDt~1*%-pMmiqY}Ax$y!g?JBp^>U}E`gf%~hK_rUAw5+!xqTN_G$puHQ2+@=_Op28^tWbh*WmCY7u@%sxA3B7y; zq)cz@C4q<3^_LthTnzIZ)pcFqcZ@t^oFRZlGM~}Za{vW>i*p%;L}m~^o(PfJou~gy z+s(Lsy-B+d8@XYd$&T;R>5`$B5R@T8vYswe_0nEK~Ky`2>IQ zF@QG1L_|bHEV)%}y1m^X-9(OBSh?vqf1ns_@s2nnOMMcia(_$}bX)6VMQnIvLb+`-s$oQDv=Do(|Cs4=#ZF#lp7*`p9 zyO5nKJ>R``%8&oq?f#(xJsPu;{_fLAJp*XO!Bh(H7CdL7jvqQremw4|v3J z?I7XGYP6Eo7=Z^+Kf%n1ZRzV5J~tmSsR=mv_-;7gd@jh~JA!8G? zz0*~7y?m5%aSH6GNmN zKo7bbhB`=mz9J7zLNQr|Gdvx7Dr7NlWR4qw;3)tRb?MwH-o9*#4~4Id?I*pr&O1@3 zE^EsEp3j&j)6&wyf-ZOQWQ^NPL-_<>4mLCjqAm9I87%wTAX! z21=5H?5Bpb9$h>!ph^LNaezvSX5>db_u#KN@VDpZ{7RSU1y{lc!(2zrV!$Pvhppo6 z+4QPSx$Lc9M!Dxru12CWzW=#Xxhe?Tl8d1KpcH~*qo^uo(lcr}4@NjG?a%LHpGmIv zlS9ePWeuMuO3c4ag`_o$8crD3n(K7$m{2K#EUDUwsv9%RMbNuYknXj_edyLh@nOzM zw0+)`o6pm9WaG+iMYE4Z`2NG>m6y=l1%V)rDsf)VX_}2$%VbyX-<&`S ze+M>y_rpQ9{}DW^el~$>-=uiGQzty3r^3x?Yj0At%DnBBg6b8in`%hBv4C+i6#% zzdT0?-3w4x`IHe2z*+G{UO5MXNKf^DN9rsEpJH9zDgI1nbI7l!dEo}6`&?;*7n^v0 zyauzTXxR6~E7>XJzDY8zf!gcPx8twC9Fh#I#(~4(TMH)o^3|59=F`Q0%$NhhA`bgP zlIri~AZ0}#`}WLkGZf@^lY_I1T0JETOVFyJDNBK@D zL{s>DEn{mOI;^Pt6kPjEKIngRU3Way?fZ|&E}P5~3CWCvaFP|78QG-FjO^@_y+5d-8w6MNeuH7oRX8J z`i-$TZG<%{w5+&QgNCfPURiaDfmTUUa`NFt+&KFDJD?KjCFbvTA?P<0giH|bYJ4av zv=8kZq13{%EOAPuw~Rz2gGTY59c`#DG!J<75NNG*5MHO|0y$q0QO#WMl(+vST4#pw zLJu^eCe`=O1n~Xfjx|$(kR;)cHziJaq~%=6Ydk1f8eV*ZC?1#(16on@arE!2Htz>D zQC4W4MY*bME28ni-oWyjgD-fj6G@B5W*u7nNRU9^u6PewZP#_d=x<$3zj}+$1Lr&_Egd5GGNk>V9x|{Yf@AL(*M5PkjY-5eAP z$pAm{y29bBw~B9Mw(F|CHll?>5W@fn3J8&ZXUEIw*sQvSLdyb_tI7fV=c!ZVFk)ElKd%3;8@Qzmx$TdL z+nu@lx=}OSMJ91p+{+0c7T%-8Y0*Y-Iv8;J>O-*a^UN0l5aYdyBvV6JpyPJXBVcoI zD`%R+DfpkbLU&P#uZ|GUQtjo9#xpeB{f@)c;K#%T828U#1$91u@Y+-k=ZEQ%37-_~ zhW5f_6++8xs4i-bf_CL~+kkWWKm5wcGv$#Fi1bf{3Q5K~1f}-=GH*O0mX-txWN3?TdiA~OAcxlyNksn{p!Mr&jN%&* zO0aauvNTKHsNhRvmalq6OHu*!<;duI;)fb*>50>WMUH<_8*X20l z0;0A4*yAl|L{5?tzxT`qY_~@AjgiBMtkdNt&7#v6OSnsKE?t+8M!S((x$rU*zJiEnL3eKpo?6*Wx*U7SM)LLihy>GiYav()#DVUE6(=>akxur(*Lg!7 za!Z-81F9=%b+7-fT=1P?Xk#6x~e0eJwgu6_$_eC=zTuuF*Y62VVC8 z)BqI)?WO(Bbsx|N4?91B6D9K&v*hQW)|r>8`kyV?%|n@8J%BP$J0>XizO;`^?AF3A zn_`dbkhA#PMab3yDI9-bgHPYt=ZZlr0%C?&yj6W}D`&YiOAp))I|~dlpdZr!9;>@W`}HRIGtp~ABr13UIunR_=O9U-CGqsZe&v)l*_ zs{zr6KiS~baCCH39^ZdfRQ5-Rw;q9bs;wUj@`xcKIow(JT@?>)yXYIUz8>BIxOtHc zxARze$yt9nV#Ds~ayxKY5kh+tsy+W!*)#DcizM{sAiB=Z;ec0Uv_N>kix;5&DhU9u z2L=pM&Nt-PQ+YnrKUQ|HZ&gm?LH!7H3}gct05+51YNi-`wyW4AT8^)$eh@)^U4=6s zq?PD*6-MHYlcyW7Q%U%(O~|c9UvH9kKY8+`Pf#X3J)JzDzgGPykqXI3y4JG%F!+V0yxUU)9KyCKUG(Xc(Br8UZxMxl9nFyKYWXOlfY`DgaP86{Fgv{!^$ z3txo1zn`ojWht4xA=InHt`u&QmNV*SlVQ>?gQ%=LU)s};A$wHmdjSDV zUVHt5(KXWSNaaJ-eu0X_V-}Endz`Q}uU~)k$fYNJuz+W!D{>8cUstpsGA0{vE*KYv zXo%mA_3aQmJu(N$sarR1>-^JZ1E+rnnF)*TtK6eQvF&GG(87jSzcM@GK{5tvU%;_utThHSHQ%@u<);f+mK@0tej&NTZmiHn!!o#eH;XUGwr z$hxFhKXqBsx-L;_S5dSZ5j?J95mpF#AVxT!T^vT-X9ue$hy80fKd+5My>;y+nhMD~ zl0(PB(ivtNi^{DP0dwg)Q2}O_MVzQ~8a+8*THED!V&B}%d3OIeQLa+*5}Hv@lfp#Sp(3ybH`B=5G0ri z)}tFQ=RTA=LuTK7DC9g4sX;cHk6?o=!C9yL^75Jep?p~14ChPk0jr6$;2wh;mFv|*0e zjyomp43(H^Ax3?~4L+dzcUk-(iT9#(vQVo^ZEpwRxFj-}7>O=3UWTYyW|wpK`L$WRXJ!0$BJ@KRO{g zVP`extHah3_d&Iq4{r^6Nv7It1qp70?o7(O(~1Qw%|?J4BI0f1M++OQR#s2kxKMoc zk6tmvm>VY7A*zJXtwbie5+7~9HmlyBs^!QfjBCUx402OwbUkvo=F2i_^|QwQ;Ld-HN^2d3|UiuKMc_?Y%qK#U??Te$XYBmN*o`gl)ime z6(d_2OpDss<@|#cPAgaa0NVYxWRdcoZn7N_B;X`X8DiZd^8oFrO6*i2x{^PnM+E7j+Z$ z$mrhw5+tW%{!Bp5y}YLdRIj!o>O}pmaZ!IAB3K(nDR?Y-!=R=Ro>s1A-f1ga-5Umdsr&MlzTi52L#UKG>^wI8u-}p16YUC`OTY}6 zlaSNvdTS@PH-ufvofNL&#NsmqR`LU8RX%OF{$D^B!8I6+;90h#KPFW&r94_-qA>>R znuluq4GT?^@)@DNRAil{k5M2E^j}X2_}_e*yCs=T{Q4=k#yHVQ9^=$^E0&8nK+P9wm+aUaAy&}v&5H`|79Mf&B^mD~lb7?1F zQ5j6dbZBjpajm_L+@v^!NKyZCakIhnqK3eM(^&KQ&XfKxe7O}6HrrvG#G^I>ojJ8r z=aw~rGOW9#p#a&(RM1Or7~!uW2Y||0yP-cN0pb`&sYe)<_DUgklZTa>_gBE{2uD1SeiAUsyOA30C zL!(&01FIc}N1#IfyovGO(gGM2fDUx4T;dC0m_pdMG$bLn88w!BJ8WN08daPaw=W}B zCY3V+e>S=tT$eLqaWH~$Q_OMOJx^xC8&ke`#bI~}oS4-wGsnxE)naHP{54CRot<%v zu)%cYk=KKudB=wp>rrye_ngUqzb%2Sy@XKlUqP8v@iGM@S~^7)!!NbEeFmNtq^`0V zbRgzYpCveX6`bV&F`w`cz%9>`{{zQ`-hE2;OM$rZo>=wHI1rd)XY_6vXb(}f0R}dh zZrL_^7+*hf?814e>=r}QQ8Am<7%M#k}2fmEKzn!9`5L$>d*TdH$ zM$Hjx$@oo}&DazUl&Ch2B*=*O=JjxCQ-j6BBQ@lZVSnK<1 zGOw=){ZIN5OkzM7E>ddhYapIH%S=TRd)v(a&TReaoR{k4$Gyf;*Im%^0qIgh@K{FLp zF2I$w6j&}S6?Uk3#kOVp*K2n(aRD8dDhH=KYy6d|2XAsbNun+7_+Vt z2f*?o6_l74~TQbp50bA8E^^H;Y1WKEdg}D zLi!c*FZyT)qu89Z<#~>*2R@YG2`NLA%}jPRpISe&v!Dst!0?5tq8L>qbd2q=HXON~ z@-yGizt;iUYCs7k^^1Fghy{?pl*T{K6^sotXl{oe70RJU`tS8nHOW<*;H!?|S!Zay zEQ1uayCDjR6Pl5ms5zYAHMp!CFi@ZY7VM& z4w=TwNG(><=>i1Vr5=$zzX@DYM3Df%Y2H=0n@#D#RPl_Q=c;E#&sxs^eXPqjE;dOQroJr0&wYpnmNk55ZVkocJC=a+}%$oaJU>qPK1vYdk?iMa$ zi8^)z<8Ltl_1lj~Dmh-&EaurfXVA5RYR{$xdALy@rzdWG*9cha;bY6af&M}fG>czr zXxlSm6q4#fzE(Bw1d;$@7{22F)BlKg?h7UDvU?UEH{~XE^_6+2G%}eq3i7QIEAQJT zj`7$h6>N|q8mInK(}D6Fc{uNApY3Q$xmh)4=c)E&^RCAu>cd#`>8t^dFGo)VAF*@8 zrZK_bAr0ko>ZNuB->~ADgzyU$mWjWM8*z*(ZDd5&TBv& zh=TCtuLa;L#Cr|ob4v?SRB-nYf?}onWFV^=u=)M2tIzF-!fZpR)`r&s<;Kny`=~+Y^ND+o?ko-HiS9e09wE~Q<(AzZM?1zCRd;h=g z2;%WKr6;=DzI`Q3#!I3GYqMkGwzP;=e=2CP?vZVeWS*5oLFq*zjZ}t_rnd6Z?bS4e62lK@mr~Y&lmYrT?KE|v4h~H zXuAn}k^C%@gK#Fl-OU?|eCFbab)h0ac|0wACInC_gkA4pWV7n{dgfwUT@kz_*Ex33 zw0=Z=B7r~xF9+ukVo)%%0cS1Hw68}QHu-ZLBt!$ZxvrcK%>DoKU1%fv z`%JT80X0?Zxt1QaGBf7V+4`1k;w0&F__XAn)8}~8WrOnhN+ln|HyM@!U@E%5i|Q70 z)n9uoT%qJJ6J4{b!?}A*CiZ2ctgtU5A?DMcgWTOtx2Zt{3R*AO+9VTpk^8Bi6Cpq^ z={JgNbN6&XSK8fiBHzQYkK-}>s8S97lXvI!Z&$eDlkC-vn}A>7Wu^87K0z8vWX z+MQy29in47Jwfw7%Ot$N>E_h;E9n~irKhnLYq@mRNoQ{=>&n=T)=OA2GM*rbqJ4i$ z@I>T;OPAIu-J6`oZ#Q76@m4qiLqtW7lGMo3K;b1|!1(tbQmS8WY%C#srPAW(BdkgC zU1s_^4T~)Fr(_ov4B?0BQQXy6^>$2Kx>~{R2#ZQ76uRdlH^ofP8zUn zz#nynnIqP3)hO2<{dz_%6l2+OSP;AEE(;YrruV}uQ02W|AAc&?KX6J3YTE|Ibpoib zaPsod1`EKBa_<6cX-z_F;<|6C`H^J(x}OWvqw9~)k~g0q>sqFFJjM?i)%Wz{qp+w; zodvKMTmLau5(zny-~*FLYVwUcjW%MVuadeAKs3L#vmQ;^Y1xk4ofnmvnz~IMVr!Y# zl+{wL?1f zsLGN94d*QrXUw-GG%y@YP+s3|GF(uXZnfqPb)FNqZeDg7@k#Xm1;g{+UZ3G3Ut8Gg zuaLNLViQCedzQ04mjpmyL)aeQvo_XORZl+R9md6eVg69t%4`%tbsU^Zsp0N!h@pGkQ;rwY?mWTWWKC88>D%w^jiZ5%p=M zYVg6SXOFIJDmPvT!81vSAfZtcJa7zi+P4{uf3<9&-?DjLaHce1*60**#z!{B#e_l` zmutGzn+yNlBvN|?MIxZ)Mz-^KF$_(4fy{~inFHV6klbo5OIFqsuHg2sd`T<-b{xxL z3qMpcySFGiV4u{_a8{#94ts8v#(v?XLDj*)5Q8exZQwgdRSv$XN1a_e)Pz@^Ws0dB zBuVYNzv5GUTt^2T`*sK9LWYZ=oPU6gLbTM`D4VXX= z!@#43?vAxCzE{e9#XGT!`72E|l$i9l4c6YLzy3>*ft^$<^d{qZVU#1it#E*-MzXX8 zZdpl;<#btGeb1(R$m?n)?{dz9W7!hm0s}ut5{%MV!Ozw?KN^_nT)meG(v>$5nX;Vp z3IPlPM4OaR-VwJTUUAiOK>t9r5W^n5O?^1y(@BL{{e}?}ZudcIN1pfb`>#PoLRg~R zY!hWWyGuP?qTSGv(1K5%jg`6^7Z!H>>51%j2gRa~JGu??V&3ge>VNa!prGzP-B!3= zL@-bN;N#0z4gEHWr8QS!2#}+?3{F$jR1lV01ZQpPu@~+vna}kB%Fu~uU2U^^Gx~g% zAZ~qe#OaeF(rxn(Wed9Z(7)aYwT6yVw5gFznj zOQ`T7n!YbbZ5G}?1rHDtO-fa}>~<{F=%qa~E0V%@#-HVcsLwZ=e|~lY7!@t7CMPpZ zBaMTFNnZiP{GWe&dJiDsrEG^I6%z6LVz^)6iiDDhw6ru^j}Koi1hca*COH2rxGM>`A4 zbC~Ini{4HRt~uqNknx^=VsmUYZs>Xwk$Tf!=a!uINp*AsqB08PG0KhX3Vvu|B5Jm> z#>U$MPUEZiU}lRCe)6ACP(BV<#=a8WFE z+!99Q5O9UtvssgA&mZ>~>wRwN)5c-is--xI@@qJj%C#j<0rR8mHc3R{)~wH10y8nn z_;mEb?;_XfdNo#T&=u7%)Fq?I@Uc=VY~QJPOwn(hZo(IHC3k^a5~?VI6K8Z?ntSLL zuDNuXsQO*Os038A8|OdvpSNfr@XmP~6}Xsc!zSNMXHBYzM!ju{_SB1;PxTt1_jdmp z9cK6y+Q$lBx!z=Du*gxDiPB2ZOGu!N6^hF>tnB*p;w{*bQC1&i3IyK?OGf>b@?Ba9si`7h2U1FPwdUet&*8P6!+0O%eFj`L zRIXxPqfFzE;%&66=d%FZLOdnnqHcRHDz`Sf4#o0DMrj+HnuhP}*cciZ1V=?hp)mU$ zG4nkp+x8c@j-sojrh(UQ`cfiz~G&ngxA}1mZn3?xuWBOz1b% zY_(TQY>TtXp9Dy51#2Qvvh`KSsWPsB#ums-9l9b^@c_RI)-Yx*qf(Kq=UY0b4q+*Zwhnkx zh?y3Z2~995IT+Jq9?Qw1`~Fd|U*}-=>F)H$dN|2w`m=0YYMMeeB=C;c6Q-6PgC zflK^?1TBKO|%oH#P7tQXO!aeWmzC)mF@0qZ72Z%h$BX779&>qcqSS0|Q5lWG5? zAwNSp{nDWaZ7T14R*CRKh2hb}pT#@D=)(=^rZM)x@f-cM&;Hf}7a#9Ln*WvJf$=4&=L zoOHQ4ax7b-!Zt!x&!DxhxM08TaJy?qDM_zVSsS@-hj^j?FiNb6AqRiJUu5c)`c0N1@|k|r z;-UIy((`@n8!M`;C!yUAe9(LZi)1 z6$>wo2flL9cj6BedMKqT%x$4Aj@{Qo%DER5j*sc<(kWVGhC3c-OJ}Yv_Klu;`4zz$ zU#H*U^4DGg68+<%DP=`Dx8{;`r)43sE(#ZcFj=gHx1Wg5fA)`rLC{bZmzG4e+4)^a0wqjFWjb6cvfmu23k* z?7<5U+1RIZJ_XLz_tQH_3Y>FErEQ7z6j9Q*4jXG+vi5dO0$1_<_c62rae?xVL{D0r zDI+rt8^amz2nm}V<7~qqk!XFJH#^q&0q=h;CPG*Uv!Re%k)+;EAyd99n6aLif~sNn z`|p2LRDMbkZi)wcrsdRfHRbc=Pop@rHy16QMUM(vTBC-6Q5V<)Rp#kzsoDrkC@Y z-1H)=5-|LL`3Pax42i%CDM?>>bk2JYR#}@-lD?`zjj7Rf$61-r*Ei)M=CX=U6f3H( zzf_!xvGc^lz2~hm45uP*VmJMCd@o1>VyECCt>}8Ui+JofhmWqWKeFUr`E8?HZ{cK( z{pREk`;g+X=Tdfk99Fe(?thW|UvWG8amY{PI`L<6@r=QNweZ;Y3aw)4($LI#U0&qe z$cUDRyY959-I(bZX(koXSNpwh8X+@|30;DL$>ZKpSjsS-3oG3~$Z%Mz8l>DL(74!+d^WDWyMfV26CNf z3UQ{B(^SzMDUjP>DWtdX!M?eXb2DFyjv_I>i@`oZ*Hdtii03af@SF&J-##ZZ<73!U zW-Kqpz(rp6{#AG!Lm+$66r7CJb7(s``FYHNa>-7Rn1u|h-6q^UkUD%~gLd-x`wa}6 z;>QUE{r2x&1$S@7CSC`o6LFUo7Bk@|-xTo|dEO@u&Nb)f8ZtF;{nXuOSJCr17y1iQ zpB)XA5jX#eU!k;rpzfsKAG{z= zD?5+@NHj8vTtP->**WE4c$jwKR10tRxoIhUR?&q~-XdYxP~`6B|c8M=d>u?Rha{fsTCjk*fEv_fq%GY{RsWcYpl^3Zv4(M-rR!8^` z2`$ny9?;V-vQH~N>~@tAG9n=g?}rTr=ZPuaQFQ2hjInK#Ay#A?kE^l3)#s%CR-^f5 z3NoD6J=2BaGcoac)owA$)mJ2zo6B48;Kp-Cl~R>z&Y>qCf4&eN@ULj(I&OHwp_cYH z;skdhHplgR`*v%4ds|*vIigciXZ1R+cWa_Ar8-5c;d1<^rI-|JNxN-QZxkAWfZ>sm zJ1Z+IJzZT8;OqHB5pO#riidJWYG*i^Y+EPL7|FT3;wauLG9FOX<>umgxlDnr{s0is zZ%(y9{`ak7kVWeJ6y3;>6TGVLESJFaLZ$3h!lQU3rmaZhySf6GQLPmFK0QH^>-UKv zV2yCi^d-B0&{5ksdZn7ECHnwQS5e9rT@&r1zw>{de#!51Fn<)6FoIdH|j zpsiC`sYeGDz3ha#5LYM?h8=g+9oSB|e~!4a2y=1HixU!zMB-r){i^e8@UNpy=R;o= z^?a8#%6wXE8ORGUM1%Co8FKaS6ROsTKUA>(QEE=u?@VbHn<&okJ#lCVrg(VJXx#aC z@w38!*QA!uYA_H{?}ujws)pstT}MMg!GzXkWhUtvS^7t^cC;$%8|}rA4VZ^Zwhp?m z>Wyy3M3KCEc&>0vx#l*lUhzlreajbQ@lxuG|;E7@SWde%`U5u zDJd!~QK&9t!l=@d0-=Nd*QxP;2HA{|(QiS&7%5;Cf6X|OjlfALsgL;L@f?QLA|#~ed-P4m%=4?Z$kEo$*c zhA7A_^T?Bivaln6tUky;=1qINWeAbS>*o~e_Jx0}`(f}X4srE)ARzieV?lm;5fbz; zYJa;YzQ5wa+OdGu%X3HfhAWf`YfCTxcBUMMw0gj8f7OI&l`2^YViy^Tu)CO69(S<* zZpb!OAom=j0&5Kz5Z*?htuSWxmACtM-m6)bST^7dxxXvO%W&xtJMP5C z_g+MSU?6&}+&xi6(c|J6`y+Y~pxPh zQR0h}dTW(ytHLH+kw}>6Zs_eKn#C^71}FMO@&yCsgaGb9Cw|IB-ub0O?h2PZqO)LN z1P@qHzJa%q7i#@F-gFRW7Gb*_ACiBPkHdY42=>GACvDb$kvhO>W@!^kABv&rwUqum% zA`oW&at+5%6aseBCCxTlKMz0WLajH-h+kf)Z*&c#sNszF=fu0n=+k-7^%q`SxemO^ zSS`DmaL+7xiH-xc*V6k?(O6Q7zsnV_cmx!ZCaecZ1EKkkVa5B_>)o97ZfI|9usQnW z7WA>cM||}bmRuRwIs6#3Q^ZB&QV2X=xuEZ355&N=6jgSGEY90o-a98hXb$hV?w2|h zxaQ0A#^&2>tq&d)Qh^+q>$?ayAROqs_R=X|jOH86;Kk)$ zCdqe8K4@Ejs~a^_P-c>4W)K7$k`0h~v*I&*8|gcktlz(Pd^<^W$SbKx?uXR`F2X$! z0q%iH<6PebsSL0_a6L`g%yl8$eM^+=WYpn>xT?4YW_W995gfb(`aevbmuB6y545_r znyq#t&e9nY_=$0WDr)1`X<8Uzx}!9wOL%$NM*~#*qhv19?E$S9Lh$A`*0ANBHCgN*M;q%_LAHjwdsNXcv$41I znpflcna+T4qf)8Ny(1|`Nm;QIciws1Y2Vf!$-#8~WP~dACNeNI3;}jh0<3CX)`_Fl z#`s=hHo)40Pa1HG^3fDqJ?rw97@wBt=;)kILk9k7?8hFu2C5Br=KA&#Vb|MB$k&PI zH4a~Rc0zbGi2B*}s^4=SzxzPI(o%Yv{_paNgu=my>%Y(K39D`Ce1S%3jU!Fz+80gf zja@UfB#x3)Z4>hJ5E}C^IZ<0NvN*5o_>MH%RfM`zK}1g?j?x#=)AUBPW!M zJafloY?QNzQ$r@kj|2C1O~1@Xw!QXi*>_GvC&C(k&En2OWw(FM1E`2l~V zboxD%t&ikMp_|`ARKoS^yp&-|y_ycK#gCNng(@lVe#)jWu2%!xh0;+gnH;ul;UFI9&k*D2E{we&i zry7#!-GH~My-R(cB@Y45yutz)?GDkz(Qmf7La$lNd(PaQrq3!GCx0zY|1s4|Z z{58)+H2#mRML~8FyPUW+miWcWy&>r2gXLCi&S`83H=RV>&#i==(!?uPaJwN$MGtmuvv&Yb0|&2B%nS1L0Or`vXlFQ%3j% zp%%~1)WVOnTQ8Y9^+S+Y|Hoh%H;;0|7wqTJmoo+Tx3p4FHq@wa%Zc}zp>Ix56~ z+y1n9F9Y;B(*KigXZQQ;kE}WJ$H`u8^XabzX2-c$)}j`0{E6mlTCV_q-0gs)WnMfJ zHu=eK8A4fs;`L1T>|%-^v!7X%E5M={LSLX?&?*?U?c=+Ysqh-2PLUGAO%4@uWD%wW zH+bSI!F8=u14WVkIYyqtwI(@Uo=<7>H3Xe|WT05%@26rLLbd_HJ@;ssq&1y%)nFJ; zL*5=Q4GgLEX$7)LCHrwmUxs07#T6_60T|*=LWu!TtcMr>^g`hFZ-SpDDmjV$K#(@q zTNufNj2G3EeRBfs|8tyRGvt#Gx8WcA z<(_JIQTkiKL*bK`Qm!W9zkSkgsV%4`uN=cas)y!k4SA+@tx67W+sddi2;e{XK!Y*A z>F~Qy6p5~u2gn&mji=$EmUl^ReSJin<_{gidiGF(NW6V3Eh~&nPi08vM|O?$gSle` zihitKfqR!}{&4GGpUUoND?e1UHB;tx;1;D&@UOD21U?+5uqj^r*Q@&+C9*etjL_s( zw2dnFhi~XQQEqMb19T<-GVtRdy9nQDj7vxKoc>TSz*chugAqWYul+OH_scjQqTt@I zg2E3Q;R+&L>WWDX@P#4&p2zZ^)}yE5wll17TJN8K`TYIPbjEZHR8rC}Tcbh=rP0KARK(CpoLE)cVSU8(^-6-Vd(jh!ufr$4uR?^iutdyI-FP*zQzzVeNWbnb@Iah^{Fk`|e7JEgGr{^OKe&|FXuB~c zmY(3zC0H*2@P->JCii=}pFF}+ZpdK_dj4KoNm2Gxbj0#R2-}Nq=Jovl6G5XBzJ;>k zzbbTt(^gqmP$EK{l4fAeJto3dxV{fG>$qoUe9!yQ{`D$Rg~Gmq6aSW;R{T0sH9}y@ zXaUV^b5ZYJM4OvR5OvCJdU=agt~V7|ZUtUKrb(73Qapa&Mp2{CHiYFRwVHjJ@Sf#3 zvft%7=(gyOut%^ zb_Odhv3ceaILE6xVDeft5EOGT`EdP$V#>&#z09e~jzYHuHksM!J6f{J?y8{RqGO>9 z+4updH*&`NsIaZyT&-vBHE5>`6&c6d%?6%Qv550#q?H-j|93Myn6$lw+r>TFp(#Q} znM_v)78C@1!-DVAX3*SDO3UOa)#98d|5&7T&6IHp%RSGt`l^jN*9V3&GBeyW;5PZ@ z1V!pkbFy>Yb_qsnztVqTO0I~k8Eph@<>b++8 z<8f#NabNrGyh_PTAAk4c{*R0HON*0AfYr8_H>dnqztp**&9sEj%FD^!C@Lzl_@<)Y z8cHXr5LVZ6oa;sA`U8Es6nZm@A&ru(=xWMIS+N;f9#b}NKgbx&UP}?s4Ez~zu(dpq z@d(vvTTfX$fI9>#TjAB1+M~fsnqAU`?)Lc`#1SC_9EdplG93F4^aPnIo7a2Y&ZA|o zS*_*BH})17nN8u^8nbtMws|D_Ka%`ApDBxMm*j@ZnjI!sM*ip|8Sv*5K~oz1tNTKl z>pH#`p#?fqH$Rh`ZDHA4TUoV$xj!>2CF9{>QjDs=&c~qEt%Y7Mz9V>XUS1waRlyBh z8IT6?e3X3Sqg%?x&@Ich)jYSH+!mZngvWir{X1vy9aW0*_IwsM-v_e1hyiMW%se+r z&SJObjUh{H*d!(=7Z*+m)(Re}JY;k2hNojZ_dgCOu2LJrCiO+xS?WvfapnEY&*=}Y zQsP0itx)X;1bBGqtx6mF?bK>4ug9sr?yOOhAa-`cH4?mj<`Vxy?9Wu&O(tA)l<6^t zwXpsyWwjd$8rxRivQ;cV*JR6}e!K}Vak>je8M`BvL5PL5gNcS-&<>0}+SW$#4fzdv ziF>!$9V#4N;r5e@C(%lU;(H%>TEa6s45uH*i~&D0qer7$C}-@gO(>VN!_NC;rO zd)qwR=Ql?7Ch{uk*Bmvc-O5e11*e}OG%8$Qg&{7ej%!uSh*%=#0pAZlkd2l{&b)1u zV3}N+HhweLb6AApNRjKuIwM^!L-99(A7H8Q<@)ZJeH)AgKzD6{#$4@hOiqv1f@&d zY}9mjfJn*ulDwG>gk$`b#p`Mt5rqbHFNc+ZjoHO*ub^_pl`E9k-=dwI>htz|!SSa9 zfm=3GM%;GcmN8%=6%;=NQl|LDtW*so3;dq9-@%7D60V!tt01p1Cv#YfZ413t;Pn4e zb|2%Mo&V6WP#vrXKyaph?q`c=f?1LBYHH-Rb)Gsc;P$Xc>+h{TkP$pC+yjn}@(2}$ zFoj1H)Sl3cWc3;W>v2zs0|#I-Agu&XIspMrelqEzts-L1zegA0C;wkR$p-sNvOYRR3J3y*)fF!#!f)uYHQTdQ5U0kS!R zt^9pUOf#LgK$hV_V6OM#YmfL{VdM~>&#z2Piv`jF8t)TDbnIXg*cWWxVg;wj6oh9E zXBtl`3_M&ru%BlpEfbhjb_6X~$Okpd_WF+?l*l21X+39X_PK8Z3664|%n0uJDrl-G zZXN&Tv5{LBfHF8}CN#tp`}}J;82%8#;iP4s|JsANX~49g*YNv zu7RC)5#kb7xbiq>zSr1A%_#jr-N^Mb=J}lVG5WMSz+vd=rdL}3UsB^^PzX9dIIwwD z%W2Qn@eYIFmT=JLogk`d3}l`=6WdDT^~*QAh% z?0EW)Yo`HwV-9Ne=A;)=4QeZM?{?_GraE(Sp;`YYYlU)_A2_ zb-We_*hK5q1&!Up_c4~%V|gB^|4=9wT9Gi<^=qmGw`lR|>NFF_5Ry`fT9^yP^NQUu z2QNFX2J~rPsGB4E<){0rUlMCrIn2vx$TqR}r@2~LN?J3Y?JpR=Gm+r~GNHYN3iswc zn2o`^pqBQ1WKTSkl{lA=2uMQSxq+l9hJ)Td21LohZ(y1rgF_X0_itzN7f(n^q8U0} zpKR!!^NEXj@J8O=-ah-*%*>2W)F#yhnQL)Ds?E!FlI`OEKvywKXIb8T;j5ts4El6G zow;SyhvO~^ra0vL7|oazD@m8{Gt7&BehE39#6a+RX!EzjnJ%BM1@c~GB$O1jQM|oY z9OuC|4Bl73KMf{=eTOW7kt(54k6u-LhZxJp8Uj4vx8I_TasTx{!XAhgs=8$dN!4NW zIG#pMcgc?&M-9xMq7YV;t=-7OHp$KBxliyfC@q?_`iml`HS(DiyH=(L7vZ~*VBsmp1DY1uk1FP_J1>Gx-h`UpLR)LzO4U?vdND&+q@8%s1et`alGELm+O@>$@CS$-9tZt|`TZ9=%Y&bE8m=rXFTZD2D{iTL z^V9Qz4g+B*_m~~+!O2LOW%7T{`LJ&~$Ka1IA54!7^7!)QQ_@VqiyEh3#mjy&C{1X8 zH+WYHELQ~yH~6K+!xUi;*`_)Z!U7kO4}XJRpr4Q<)Gd67g!@R1rfjqd z^a3aZ9KYMIEf;i#1HP87-2W4?20sI~;yLx$pFC}gE>gn+066lBY{nhTvcTfnso@PJ zsyy!u+F%u=fo!@dfkVvKv9C?_WE$ts34I~72)e%z*Pg8R;IN#1GFWDr{%W{bipptA zu58ki{7P&ND5PAiIdxtty_)&i_%56P?T;Tg1dji8&YdLT*aCi z&6f~L45)+f2(TLHA>1|8G;#qpn}nGN07V3kDX_u`mW?<#vc z)NR%oL)>}4yVL%STyJREtQQsbN9F|R5uwM{&d!(F_UIh`F=Upi|D)@w1DagF|1}T< z1iUy=X$%wuM7k9OR652a1|kBIlNcSM0*Vrfh;&Jf&QW7XDm7|=bjQY+#2C5#Uc7yO z-}~P-#@^>S&v{OM&N-X<)s$WQEUM)&iT&GNf-V8EvMVQ5fgr{opER=e9Fa%SG7&+O zS+M|Y?DEOvCn9yhrF_Tvjz+X!z>5)0ik023CY<_{7=MxFmmp=(CmFXazrE4Pk8Rw6 zW=2KkLSG&hPwK-TkV4p8Mn!Qt?CcEx6YEC6Vma$HZ$w&UwxKjVFMDjsFH$%RwAHX&3LrbD3k zCu}^utXVxwlW4H`#$iHL;F-_6bID;pjh_FZ7F4fKt$97(-CQ0tZ)UvC`3IT4eggc2 zx4k$2rUVoj&Sir1UAwV^Tu&xN>Yehiln@}=F~3pz$v24M6Fht-zE*S0O_-&v>KjeH z$wwe9_t!fA{wj+3D3OysOo?YkT(vs~KG*ai?q~S2;RbNLOssDg{`ztY|HDDe({A6j zX7qfgbls#s)EsD?#Bw8pfYE*?yks_e-mMU>f)c9K7(wa z?k7QHYm{#mjzzUm+6~6e<#PeM1#l$Kb7*`ljsJq4-?BO0IdY=6c5%kEDQ$q$p&2}Rdqj>{P#iWA9Y}^I_lKqc8{`vIBfcbA0Ll7^YB_-hB7Xz5n1?r$;>n$3IE@wIn8nbIJ5BDb-^mB=Lhij|-7(_?+TpwcVm1XW!oI29%jnij&fApl@^b^Wu#wa&rko)$_M(?*^a;MeyVk*6OCZ z&+WY{z#-S;aZwoa)%Py*2aE2L_GtNv+ow`1yA3QE4!lND3cWH(&Jn#K@;|-QuigMT zWCCA*;`xgl^$Y-L@-(VL6?r#@{9&71m$wx@Gr3oIsQk$DqSVuLpJwqbGFmh`@NGjv zNVebc44{?qe;f~w>Cwm{az|wH+H0lZz!S25I}5@n+WB11W9z7dv75Esy=c8TY!iNe zJ$lja*K;>QB3!uidHW~pmt#W>&uuykRjGzb(>m{t`GU_G!3fY}lLV?sN|Uqi+~X=8 z$2TYf?;6dWR`AQY9Fr!tfKi8FJ*!a;S+4iCQZ$cA+7*Q{mrI|ROxC!w3~^1aW;ErM zv}sGJ*K$YxJiBTUz+)#DofiAa8o#kD&ykGJnr3COCbi~90L@IA(s1x3CJAM zDQdmu9y(xnu2h`{%nklx%o(MS7M4hvx>mH0i{^4s`w0JTW^lp25v(6r+0G9|Y}l~u(ZFAe7Z1H2>+0CvseGu-9i!n%#N(z2j%dIdQHwF( z1b0mAZ@`Vxiw!BO-(42-|0WNbK{wi4UpWkV4?0WHm9Kti_(E>x_GaX;ubi9_4L$B& zVc^zxesDEWTtlJTu&iT+`4_h*JDN2An~PY!o(u}qOY51;?Xj)X3RQ#8ccTc}J1g`4 zF*36iT3eqAACC}DAqROogLn;n6BA;k=VJ&*jL{-jVML=C6R>Kp-Mg?f=0egNrW_n0 z%Pr|ZIcGX!x(F!@Z~yq>wzs9mtqAy={pqA@u+9Re>-=Aq%fDWQoau?t4W&xtuZ%MgN!q%5+jfKa$Dyfz;y?b>zP}qh4NE7-$Uc(<0?Ak@pv0iioF$@F z9@Q&CO>;gCgVhjd*~0UE7Sm>VW!#n3@2O@*h&4w`s|d^rGFE$eP~BQ1M76>#X$=Y9 zOnw{?=ezJY-lS~hQk2A1#TZKkXiAV3<09#Uy-Mo`CVz5~04doVS-3RfZ7+SX|Lh^F zr2@lV($Dr`9}E4(x~f7`=j85fuEwLvQ&fIzTb@Md+NaK@0x7qFi3{G2(NU1`+U!?S zhcIs3Yx|-%E4ZCuSjS4Mh$>Zah}m~ zUwu505Y;?9Xg`n0V?P551_08JH&;apv#JY>! zpVcPow^H-+G-_&Vtvf%7&bX2eX2h7Yy3hPW_6H?`w)-dMUfyUGls{wwQ5ND*bj@Q{XL+b&}6MBS-D;wulI)Tlc>b zK_|B_ozX?g>PMz?soW;1G)7Hebuum1hDx&T4Th0Tf7+C9({J592uvj5hdOZBy!qzW z^?{vY{=4qR^?ucw@#1!8Y@2fbb&GEb>CWpZ^+!0;${A=_8hzLd@AZ(c7JW1dZtnb& z%k6^_XkG;Sp{j$y!4zLMEc)MFBOKvi9zc?65_!r_oedmbY&A$ zQ)^7Jf-Cia+|eE*m|0TdvUJ1?fDiwDB|K>jGj^|GP;S%d&E@cboo&?vqHbDbi*q)+ zNTpNVq6EmFw~x$p*`h$gBY#-bgHv1h)rC=KGw(@`M{Ok9Un8-Z_VW-PcP=u8M@;~*GC+RjGcgzqjX+F|Ay(OUo&IP1+Z8wkbrqi!eLLg%^YHe|0EC~ zYzJso%?8m&5lqPw`!Iz;E_P+C?YUvem@-_$(z?v_TrN`_W#+O)qh-MM2S_0*TfNX= zFQW1(%Yfmxq&K#qZA;+q-zQPu(f0U;Bh-zGda_8us1nHpcQ)>(Wa6W7|4Wa9O=!1} z7U)v{&F48D#aoYIGf(psq_}=w+I1b^j!~duHUQ-JAN2qIt<0sT+dnL2TxMQ^m)*aY zTEDPaaF;E(fe5f#>`rC*qu!`lf3YeOFgS#KUztUPPTVPK?) z^yTOTvHqpL{^?uq2=+`&IBNv}L27;dU#XJs#B96EN8CL;!U|LEIdk)u0yrPU(ejrWvJuAk%U+rs@b9`t{&2p}nFhJJ>&6yx72eoZ=>nn@~ z!im=HW3NLTWm!HT6JD(E`ueB!$O$iT55+0;@*ilO$q$i@fXdBDw_Rw{QE>*YF)4NIZIo)B$ZJUVeKb;dGRJ%)!6|#VQsr!e> z{!2gvT|YT|dqC8xl~Lvxr+h(vez`!l2as@od6G56v4j0zEOL>x=e7X~-=5+t*J#;c zH_HL|85W?vcS&i1#9Co@gnbI{4rb`U2#bkD(%vB+lY+Kv;)kl{XTHCny3Ax778^ns z{ilS`iR)qeE^ZAYK*z+4>_Cs#8j61A`(H6Jw(+IN@oQ+mE|DV@n|p>;U}8xE(_FxY zEOKmpBYC*#yl=qb%~<*D!Hgl#O~bofexpSm@9=DL^BNG_h4{ygqKrS;ngzl`35=PM zoagzUJbuVDw}Ku&%ILL^JOD7*VU&p8J2{u3eklY2f}+@jSH11W|l6)=Sc=+oRI zRRyE13b!w^gGx}+3L@@<@tn3bG8o(NE`9haOHUsYy6wWc; zZ(I9;=EyI~6W+`$Q~Vn{zdu_{ow!lhevv6ug|X??>OJQ7$|`%*JiI!E>O=p`{oehl zSoD5oc}2yyaH)x_Wj0+GN-;n)=PRa_j_*K%Mqm3fH9{TR{^W*RlE=5HE8le&6M?1W z9Od^_>GQdMiGQHz6#IbFa@)sKO0M3e>ftW(my)vYw8p&Az2mTdR969pA*_HyABR)gCD5NdLRx+Bf~#` zn_hzlNzpKPP?>+?ub=<>tFT)S$EsWg1?1%RCPg1l^%2Mp_Vy?0TYehPfB)j|OXYz9 zp|b@-rq#^9uFvmpqZp3PwnZYdTvmolc(Yj!Wia!(Xtx>>G#qn17qhhf+5R zn4GJ(vGhn3{I`?+8*uTbiwU^z#@Pr1tp%&DJY0pUw6%$S&o-*IMJm6QSk>lwdc=hcq}ahixev)+#&z!1r>tviW>0UU$zFfr z_Wnhmx!PaI&)Ug?U;nFV0RAX|Bk1ev;{(P`Mq5zUV-HgTxj8veFKC(XJ2>Q>3*iMO zvlSSE!PfqTntxN)|2W*c*+3N5-TvlZvB^I-cz9lCGM_QUn*$xGZ(24UHwJPY!0BGZ zrA9)1mNWZ?htDarvi|Sg-%8az^hnxc9&`T3$%Bvdi_bSQhy>aW zd4$hILF2Eq(cg`&KhE!}8bFB_FRU?8$#b}5RpFiye=~E(@oRY5t#4_`(S3Q(b7Y^J zEU$lEL7a4@ygXrSH2Q>7&{g1Liq%mdmVa+*D#8-e?)HuFNE+I-%2uQTbSZFGA`=Hq zDGKZ@GEPC#2z&1Woz?SSohddbO=27;k?r!!*(yOpL6u>BG7cO0qv0FH3^kik@5QI|KO6= zZNp_UDx==*`2jjMM4?(4H>Gr$;?HagvR^Ufi7G_VjP_WS7sou*q#T@I8gidEloW;rl} zVR3`g24HOKHESzFx(bL%jqH3wuGI`PjWyKwjo*Qe&e!n`NRFgc6X$l=E#Z^rm;g_+ z!Y_LGy;E$n?!srWJCFw?CsUzS8o_2!=lj2+p6D|kMG^N!P6E8~6r!;lOa?W*pDpZ_ zn9Z1;4KV;p7F(U7HE64ytKB6&G5p81`AO@jltYoVQ6u_?kUy8zkmn>fZwXSyCUjV~ z7lbc<#TqPpYdAOgWp#GF$kgIp68}hM!QRV#uZ=hBI*aBaSxg5dyiqDg0kmh@C;0bV z*=6HO{mpK`qkI8`5Krm54o)%!y!ay(7gc@;dpu144VPH8OivLXy`FmhB^5AI@5AAw z;(Q-pUsWO)41OKL9Yc1t6aIEx`V75s3MMR!-bFT)EO=IN^cx+UO#+})c|EU7drHK^S)Q9S zXcZD5CCeX{n7KI<`4+cBKmT}Q9DN>}S;Y=x$8NaX{6pCA#2$C|S_P(bvT=Uy8wEzq zh%6>~nwwxzD{V!l-TVJjqvfTM>vo^g58eb2vW!+y6 z<-`G9tP?W#IO_H6{It2-!uJE7DkSl0+&EGbbnbD<(7+!v;5~!^?bTwaEA^V3ERZ`*DWtsa6 zFLHR{rh8U6*|&OP_vd}J$VvhsW%|wULh$F7-sw(#I9FI=FPq!RfA2wU93p~sJ$EO; z8s{e6XmR%h%KrL6+@PDz45lYlM;Q@0eI04bO4Unvc{CfwhW6A~R|#7Eky4R+;pM(P z0s0Q3r=QJXoZ)VceAo4I;-`2$f7XkHg%mu^VVYP*c*t&l>edRK;qsn4eFzhfaJ070 z1pSbEI`s@d-&(BJ5)}_)JlBm&0c*CRb)>{9RGu_o&^JErgsSAGO}-0xf=#;#O_R`z zG2)c%+}v945HU@I`g1`~!W&7 zELY41FdZ374`C}GyD%Or@+TB^7JN-Yopg}Pq-8B?b<}GiEV0&bFVpSR?#5ceC_^^vf{B_j2sF-<+_rEZsYcv zI+EvFTzEm=X+&JGs(`9F#OrgAbBtQ8`%cE=w=&hg*`Vj*ZrR&CdzTdb8=V1SH{{SS z-LSr~uJP{V<@uTWd}G!5mA7q-1|Mu}GSV%=HDuR3^Ou zw}a@xj;#1xS5vF#10%G0;MJ=z4(E@HOpejx{Bn0f@4|UJ?i*Kh>TWzikWKuZ1g_a{AG_8E-=SPPhpZ&v z2#ZQ>L2f~acCsKF0#~dJx~^4@8n4$eS1LCx$b^mUJPZhK{G=_-2cl@tR=vuaR|ENBd zEiEuW-v8h*;P;XF0tUH=ZkgPz!y1Juk+QgJC->iy%mQ5o&G`zwK-S(3thYR zE=CZtl~-Q_#~XR?ueHs$uvwHV!%9HfDPA)t1z*YrQv7;@3^?DGA%`piq3)z6+hlLG zh3+J|mC>%z*-Lw$+RZ|IQSXy9ZW7#M%mGa4BXOg(M_?=p~hevxLl^ke#Et^Jloh;EExdSqVl!n__E}z0 zP~iukE{UO6h0X<1oDcke0DWYLYzNH0I9Jb~t!4i`g8ioxK*JNY54+6pu;luY-!1Pj zgVa7SA6(#g?y+}!HL?ZI7M2k&arDX29j(nY3^`FfM?j7Jqa}BT#hg{(H&O$>JVYkx zxd=FySs`|pBPEO8bG9*)eJ#l2qws+d3rByQ2_@^~G0|Bwmz-zzbxvSB(@rEOER3n5 z)wvD)X)`I}*dWDqRJ$60A!epMGINYx+K3(4qt^SAQbqT1Y$t2A%R4Yg)RjD@)hH2! zsK5t&gBE57Sv%CuD)3eIX+Onhh_|0Sgo%w5zs_}rp39CJv^Yn47}Sua;EH1=-vwYV zR4K4Dn7hB$b5=v&XP!Uv@f!GG^o}`A1lNbCUGtlUSo6v`8s&P{>C{x*uk>3cX@--& z)ZV~f;PPINvc06JcWIO%heg>4@~j^wk0?Qm@NGd;UsDdSWHi&oT@OkqeYK(>P$=I+ zJ>WIpVOA8GaH2j6KDQ^K7t}rVnsa7+msMgy?67_gao>JYBu-_bdnrEsfX}Vi0)M~Y zm=vcGVf+Vq`WHfj6xJ7TpYk>i^v2w%0vE1?J4yER)y_`Rnl`(i8=gS!A!pci!BPYL zHZ*sSaR&YhR4^jw%aZ!awlsdl5vaCqISxhJ*g}<}IV(tojq!er{6U)q|||gID@c%cJ>to@k~Q z6F&HYn*saVOV>6_4(l&K4=jNC3_)q1JpxjFlKWfqVd)7_Pot2xj$nGd{LC;NXfhar zkdo7seD4`>?Y^K0021dh6hu} zN1-yr8JzAsFcc`?w5zQ?rF${A+q!B698q{)8Sx_l&qa21bb%v9RK`_45(G*O=r+nM;@E<Em1U(PmSm-iR9UmSY$=>zWurXhD%%J+FQdb6V&jmBEsf7-`l}L zekc;IGi$Bs&_6Fw;O_&j7=)oVK9nP#Wlh`%ld!>7{NH9=aFVZaMq5GxuXfvBjLyF- zf+UZiTkOg6G_j}Rn>G+#Xrk9eA3qcC3W?V9;Mw^c`i?^Iv<|15Lf>d+H@V!;`pf)H zm?pFw6_BoikbQ!Xf`-E@Z}!J%INWc4yip?g{psejCHvyh2yT6lWlA*hx)E5&uy&Zh zHfn)v?QOdfWAu$=!1lE~tYmOs%CqttyLx;9K2@;LNLFJm#Lgd`-{Y?~ViEa8vi#Op zVstc>DIqTMGmiPY2)KaYg<9?}x^VAPKqDuhO%(1UP94F;{n#!~U3rRS1 zgEG=@Klfn-J!DL>e>b5u339Su76cPo(C$~*$ajCh{hEGv*q!1D>&j;QE>1;nk1FNAM-sAv1wlo&NYO@ zW2eUfq|AvAxlGl#u#AQ6Orw_GsWqoTQN1s{Qzcz96**U(?648Kpe3Lyys48{$6Hl%G(C?g@XUkgVoU6JJLyAs|pVHkJ6zPzknGt&Vre;VGqz;h*MGh-!6Ov@;d2DP?M*aKIV;L2mI% zlKwNP{F~;CVmrL8GdD%={Snv6ZNMVpa|)ZkXEu7&v@gX@1ZV>8_mz$Tr-jAvIB8&X zZr{e`Q7WLfR8?|V!C0Vs=XCeY?AoHemnW(#DVjUDnzs3;Iu|^Jkdy29d$<(12Zh@tx{YlIx*XCg)mbS*T?ze8*)&|X-6VuMHj3i^^F$XGcXa6vx7=+%=bw!GrBwp^(*+0 zbE5#YtcwRl+ja~MQf_M_QfIlDoul!FfpVR)eUvS4FAkH2z159g7Q|lXyuQcy;+~XI z8xRA$!cW-{6wqBV;BA1MOy6R=KPt#c5pPQ=5=aivqG9ChbxDdYI*X=P@Ig*kac&TH zNvS;cx{$ds^3(E2--$(VLPthX=GG&8wI^OF?`bCeS^i=73VmV(mDO%K>b)2`UHKi` zCP|lfIEvnOt8lLrj`#G(drj7>H%mBWV%0*8NQF}Va=TIV=@+t0H)TUc>JS%lIhEmt zU0|>(^)}6=J<6Dy#8|rW2LX=S%N!9TXKJ{O*{A`-6uxL3O9Js!eF*(D{fsj|W#|b?vJV zyRG-v<0R>F;lAAzISHy*2Fks8NM`=R@oMqqUs}4W!2*Vy;gk}lB=OC3snCwPzbdP%BT}P*kcUg{9wkt- zE?`+cs|lJy-G4@9R+>8Q@rw=wS1!f5j@{EusH}LA7snKwDH}U&UX(T%-|oVBMYEhR zip2QHZEel%-l|j_Rq2udv}95JE&_f5dddhQ+&%CSM}{H}`br{h@jMJ(AUyz}-Upp` z(1XP9$lM|4HOl^7(neMrcYzk|JD}E|7Oa9@ME_`HDDcmzUQ&X&7n{LkzjprXR_RI~ z_5b#)(U?{6&(g#bCznin1EDk`=sW>$+zrG8BzJTi4-LI+Yc%+k1AN3ija~y6l?|Y8 z*u@{jGbI{=wc+OsU|bTRwOGRHUa;=P#ojhW35Pgvupzh4Lc?Id?SX78o(m+59SwVJ z%SfMQ0?QF0rrflcP%PD{%)w=`V+*j%?%c885catf?iFCCbmZuT1i%U@c!7IUIEctA z39uSx1$@zqI(dpiS_%eOPDaSUcTZf-%Rq_iuI62v0RXz~?b_w}by8WOuH~RM9ss!5 z2In>VC;}HrCTzYp@L}jnz8H7bg71kpO@rs;jabWk(t%bZ#)8{R$)1*D&Nfajs=B2i zexpWj(5n85FOGnIWrU#Lj!sjNp8U7on=SfJSxmYeJ;!+B7~_eyUz+`oUAh}~;@*Sf zCy$C>`jUS2tKj`hpjwlD*9VoJDkU=}>n4?RDjysBoR{cB@_AnH-9F9uoXo2`b>t|| z?J;urmll~DWOp5lz511JtGHD}GOk+@ksa{usu9?xzB3lxx$2#>OOCbazL$Cta*|N{ zgPM3oSxD+kP*Yj~a-L;I%qm984cr;ADltD(x57|u@@g-f*Wn;$e#TgVoV?e2k9VNd<)yQ4<-SPu42}pYn=#2rQlllaby%6(DpGQJ2VBSL zND+|XF04}rk9~FB_r+joSl8;P&(C)C?nfa$y--N+G=RHrT3j!-mfhv(3%V%G~Vc~kbzxv zuBG&-FoOsfdAD`$T=9`7iL)a9%NnXTR{AtVoF2qf>h0|$Dj8VV_|`9!S%^6aB9vN5 zESAf3Q&?>cxYN*9+7`+0KvSJGCA~@~r*q0=a22L#jv*~N7ZMgSFsDC?z+|{%lrnI( zhRorM+XttS`AP?y{clFU#}3^s+e=#ZaqwW@D4F2&9Mf~O5xzaA&gK32$Lsrz;fR)Q zb#A8@{}`fj)&l4ywbn)WeZ2Prz92ET;Z09rl(7G9HFvhJ8+_oV_<4}>Y~|Wo6)Bju zAIGs@xA3{F|5Sp=-8NF8S@Fa~*=(@5Ulju5E18rcSrni1Kn$MERv;(izw+L55%D=x zpFC~)s7=;|(bLIS*!*maY9Q$p1XP4Su(;D2FuR}E-|vfLdsFMsSm_B1tp7BWa4eMA zg|%YW!n;LnhLIB9{6fT6huIt2hW`T7JbhCr+m=kYx@#noRcYO|dnPj10J~*?^ejg! zZCCgu5UylZaPQ1=2y^5)kD}&Fub9j^*d1K6yD``q;}D8OMb$_;+aZ!-;@OsD6;s}H zCx@I$SGGB?$f5AV6?fHHiaRedYntF0SmeP33jcf(R!)M zt3WDzr&TR)-n2C(N+ljLPoHPOop-!uu|y{LLa66l{i1!cC>&NJ8Ty$W(y**Jzq?kv z*i%WAVodiaz@W+Y0tiX@S4|A9${C~pxp@cb@J8#49B4JYLq@LT_IZ%~;)Oc|6Ka-P z?bmv?w<2#GQax}>3YBzCgWY-L8aM2<*)sJlc~Oc_rO4Ttx~@v*LH=9MehF#;RZ%H> z28P~a?_ofax`j<-srzE{`Th1o`-f)v`g zF5J{g9ot=BU%$D9L@S`?g<#hprXLoKa2jQ_`#+kP*?2qYy6S^2OlFlRk8E(t2$5Og!>-BDsY<(EuwXJnE^8VHa6m^`$@WV zF6d%^@9!U~vq-~9F3Xb(?HMj|dwU-BAGo{@<~JWR8K?zgT*KN^Ejp1&Xfay(i~HVv z?G^Ls-u@9RwlbyHRJ*0K`q2Jf%$jtlj~`#>_K3c2^vkz<41 zV-##tjD(IUN*KXd zlb(|GIgVzheWFH5z92-5YZWupkQ^t8^)l|_7XJLMntENN+1p{vPUDd94|8dN7y#sW z@QmaSAhb6A+>^i2Bs)op(L;fXL0f*&>v9@fGNH;p*yYy0XLhb(0?v*cBdx zVCxxP1l^*V*LCFwqN?*v+>{@o*94BMDP0`!rtE}MtBRhK|3W1<9Ao}0N31K$8IkSx zeiJqEf?50Rw{$_IMQ=OZ-|vsX-WMZ`SHZ7h#xIULLk&ftfNxY6T2T?kd(YS2%< zix@3wbNW8JduZD@Fndl|{4Q7VzqC*4o!*S-A!lhN^pS=vQrZ#q^ZWcMemDJh`%|>h z`yJ@9;$PPQ4&1>}-&KkY@wmR+fmP3cOt0AlL!dE|unE7s`0pnpc4$6a_}q9? z?%eqAle_4|1&b|P;@ttX{2TT1oqN;?_dq6{iL!&>&4=|){+g%P_XAg{_PfKG#PjH2 z|B{Ev6e3B*>PX-4*s{Zw#-y_E`-NsP<%!x3e4QqRrh8_!;n}Vg1Cur6%8{0Sb0suv z#^_V6!`9@x*(|j87rFjG|81gyVO)4BOnz`{GjqcgJFwx(L(-Bt&b~#;LJ;sy8&8sv zI3SWQJLDug!|P!~&h3A~#K4T+)w~d}^V)2B{hN3V3{p?CPuZ7_QrnyLUU{>XOQ=gx z3W@;9JeFx1=*60PE-$4)XE)>^DTFVl+$N3@N>?J%^L)y5n!ij#LSXU+ ze&^HKxwi?6`(Vr>tNoj=P<n;n4FX(6^b6js|P)>@nXLwxq|9fbq% zt9QxEe~jRMc$!ArtV9y(>&le1&~~xbT#HJaoz&91Chn|6t%&8);`V7uSVT$fouCbK z@|dGW9$>5mkf)ubx?R|P?GayEJ?vj(tp#M+SulwYYU@>ysNLYlFyFQ5&5R_Gth8-c zVeUl*IrHmWDPFsw%ljN}>!v?2^n>u(5OmH+eWi%{9=?zj`MEH>I&A)W_80!u`?U4j zO0M9p*DM>?r7TG;EKgXRIXLAxIy?QB%;0l8uI?39^I0cu54^sgS7PqeBR+u<2ib1vPr!4R;mJp^v-gNSp~B`pziHVENJyl*CcC8L zT_D|I15A=H3)7t*LQ_b5#T;P$4!hi+BLK`aN-LF zkfny~%0lGRXzuiM$Nl|Q3^c>8a>z7;&^feE3?SFGWX*WGmZ4|)$`6w~XWP7Ym$QK} zT|2l)!rxRaFv8pcP_~tWJ3Z{b&FM>}IWGLwvOUmyVzi&QV4owZQ0eP)`OD7ILi}op z=`HoTC#KYT_rCV;p?VNc9Yd|Lk9jrS)+XN-^x~|b#P&@MTXUINo0+XoYr&S9{6+FM zBQ>@K3cLq-3={A8F8N|2*yz#fo@gTuD-Jxsi5ig$>MwmW1PBAU_ItUb8v)9xR9a*f z1s2GM`D)8I8G`cd$jrsR?AKou#T%$k;>={kxE%T#6p)#8`SB(?sTsa28pNgVPpFky zvcpeMIUh~5IZbi!lVrwZvvVCDrJxoA#9>cX$PZ_ov{uS8eAiU? z!}lu6HPmP;vnhLuAJv%a4BbBi&dLCMOf~mnXtbQqI&t1F$=$u^TO>A@s!q-Fu}uO* zZsnoLX3fVE!)g^~dPNDanEHJ2ENEobENtjEsbdo%Dv;~}hl7-2f%0*`rYnGYbS=3akkV}<+eea2aO$!d z-yUZH=UrT4=N+-h+TLGcu-H}(yN_6-Ws(|qH?Zv2G{ygea~jrJS?)js7BwS(8zmN` z$|6l3X6@gt2ivI^hSiW73TKQq{Gt7!+A0|r#kLlve$0iXRS0s&s-()^B7C&8Ztm47rJTRJPXUND7TyI&vd zPPsWVt1})W+>QJQJJV1wLV3mMhy;a%>Ql+i-_(;{H1Eh49oV8{Wh0BYuW!Pxc2sdv^3E4NGeswcQv!HxQzD&MBJ$!d#+m>#WZZo?S?}M{I|d(u zigAIBtwoPQHb8d@#x0MN?XwT|$k_#^$g^eX=@XB1T=qx+^-JmWCFmapLtpA<>{=eL zIO`MkV?+o!_I~E$5YcyXPv6koQCv003n*Y&e$F6#w*o8cFcgU^6Xlfmx`CyvSrTM7 z)@ovQ`#RTFCQx!M1^q*XP&q3QfPs&ztQ`gv&w*weiHgfB>K1q@9jzkPv9RkVHRRE? znHvY^`^R2#sZarSp3kiz81D{48MMTMDr|hyBOGY|2jZ1@3fMXh$khyux}2 zfV!j%jLNOG4Y)18ko>2<89CbDf2LsE0tF1|{At2>noPlx>-qfyN6S=eC+nt?mdC6j z%x?2PfB&NTsE%e*?nTmq{n`2QN?TQ2r^WSV*&=RP-R{D@ecYE;@coSSMWwne_ukbV z|Dx36se#*1SO7pjSOdKYrtBuAL?IbxMKTi)ii%3e9lCRw!kZEKh z)_LYz54CeBAH;+VHGEBOTdWHG)|H6-#x(&96`Xo*JJl1zjZ+uRr79!{d{KvT4+qe&_E0(XZ!TZi5Rpmv@NyB-Eq0uStws} zmPo+b8-V3TK1M3;J~?d@=1uf!le1?N8o}p0sIqJdaR=ILx*r-DM|wt*)agh7oXSR2 z@Hv7(Mm0)IIY+O0Q-SEMQ?otuCbFvbru5dKFSxgwK$(1tQKI?@ya=&P@!vX)gjfdy zyeHOn8swaTBi^N`U@?J|jTX4csIWlagvY2;OT}rhfsX9*=e3rCr%ss74UUfZ9l%7I zt8^L-V|iqVh34D+WJ0NwHu!hz*i2S!=`_04Hj=2kynOu*ov`{{F+``@6I3O_JqGXO zN4v4lw`)oXc;%24$K$%ccIzcML%)~>C!fNS@P{ZnWW!qw3_wHLMt=37-?%bp=d{;G zNPmBJG76c~>n^{HpKKJYfUAE`(&E8tx>o=h@Ien4=S5oUt4P!CTcZ2}1%S4Qc|jKSE)6> zhvZ;tY~51a4{17rT$5-u9|No#Nf@KhC zlB{>?fzV_>5ElZkC?al9NfuOiQ=yrAuj=w$urIr0!s~hM*Gzy;JN(Or zP;pkRi2sj#sZ6E7nLX8>o65O*T^sSy-P#F8oYC6m-j4N|2f981)WS`}Lfm=my^90q z`xnf#NZcvz-Q~j2k^r|FFk==T4tod&K^|#sES@!9AXO^&E9g>u;>O^GjlOrqnJ%B;{LC_>yBzN+x8B^ zV40yPO{C~x0qKHBLJ6Y+Dj*=e2F;~Q?x8S_uhT)zIESPZ{4@xuPk!D@9eYpZ|`%?Z||J5G`h05;p<<+B;SwJdVGK& zU*yJ%hTjA(Cq!#D!wV?_?n6`q>RUviW^xJgMG4Wk99k{hMP>schZ2B<)D$gJx!mVo z&K|7(ru!UVT{_RP&7Q)yT>I{0AMRb_Z{a8{f9%tmTR_Pl8)}p*U5dx7d>oI>s4l(g zg}%GQq@Ff>ls=A!>)M>Rj;%p7T=Xjfh(#|1mmErGu0=o%Accq{58lnt`RCj(vcN}j z=(>WzD}6s{42Cn7vzLDKctdDC3%E{wAf!5y_8S73^O7HgI@rn{<#tURllvNAAC;P~ zFWnbCa4<;4=47!9ODVT6JS@g&xtgIWTt}OTd9aoiQ)>S`|i zSWk+6ubio;J$ASnc{#2_%@NiaT4ZD#(_zFo*zm08vaJ!TpNg5gZWAB@NTP23e&>G7 zZjKkU_E3+v!}_nk^~%-*7+oSF4a z#JR~XlcLI%==PqdYSt%hc3}g*Cx+>3+B+WqdXe%M7ZXxr5vG97Xd}~_yv}SbkxF=2 ztiUIa{uxUft-`KIquTrs+0&nMFrlyGRaMqk`6DWWCcU(K?kM?5T^?JxtXFs$ED4=k z6ivZrXI_~_sRnBYtC^ASIYg#^@BnWt`G$_I%0A148Z$PmIc$}ZlnTtBh0&h6_B7O} zu-B1Rk++7Qst1qadrZRt5$24xrf`(4N>#vM>EH=&jm_v!#kaT%Qi09CEX7TSrTmu8 zdCNv|778x9OP!zIFb-~epm44OdAW&VNl(sUuF5bye76!;6mo1+!o1puMpM~5_*;w% zW<$f573JJ47U5Aor$|}Tw#++cBwZZM+(FI|pU|>-PWL28TlFQCrAmY~x@4FHlij=l zTpc(6d~Y#=F2}xE5fhaZEE2XjfLV@XBxw2I$FzD{*Efm*m?{-=_;}Cj6c8Ys?;C!pg1T;K-t4m zB&(P8}fi18DDF*GUuuO;ewmT2sc}y<8r)mYN09BYOj88&IXDMfd9- zPP+|ub~vfPNDU_uAO}rDZYlRgOLe|uSwi_ZpIRh=|J^{v;r4iqje@1&YK2AS(cYTm z_FTn*NTd6Ona3RND~q*P4`<7%`_33}-?EvbSKbCE0g#3r7hffMxfR*eRwSNl2DT9g z-KoFC*)>N3&D>)|{)iJ@Gaq157+*Yi-H zSoQ6cKk1!Lj+k8$+9>>S^8qmrkRoupf87o1*{U~zt1x9IveXkVpXPdrFK-~BdR`XO zEd*QfZrbb|aM^`HPfJU$4tAg1rN|YoxzAT*nVeg`EZK&HR;(iHR42_&f2tOu-7cGP z(l#qfp!R6mVY1fy#n#n|$3i+8Y57lW(vF&o6f1-iPAztyS>tLCF{1t8Lj* zs$7E=lX=8N)iTJk(%mK!=bg$VoeD3OGhrnEC^F7)(YvC@ySlLQSj@U=Iizpc7)|ZrfFkO%ogj>!rIzUBd%tA&4jzWj*pKTRKaWL zO7pRsF$g}xel~z(K|kbs_S+sDH$;+~l5(bohH;AvIk;>WEB$aaIn|i7Hj{H^L@PWB zY^eL(~yf8eEUrDe%ERlO0pC|4!4?{S9V%*F z=gHa;93O7tx~514UUVOF|IO*KAlLaQXBa1TWBGetLw^uhhi1 ztc58H^XxXi8eysJP-1QltFo_s)acDW6EY+#wSLtpiXMRS^05-i`R&YqeEOUJXyhMd zGW66F??BrOeF>a3jK10yXXxP2A`Y6Q zm)UR*dmZ1)xBtDSdmM~0lj$v-%DMDkzk07dQw`~EY^;VuYrQI-U-Aln-6Z^_>E2fw zm%jVC*CovIejrOD5ew5pf za{EzkKg#_}QCj<9dp~UNhwXnNY$u%S_6qErnZal}?9uv8Ixz2h)`-~nV;Kuq2XdY- zL_zn+YA0Tpcc?WYKE4!eFRImcOWNLXA$iviHI5#NxjN}xFwA0;)W`O7uk)EN?}ZH< z_4U==@Bw2*1Vz#|A7J)y>&bH@2Eu$qD8if;oWWV`4<^o+>L0E57}_JdON3ZkSG)kW zwhQWnrOHq>Mb*;&k&-XDf^GXtOUTLFq8^6CO-`B4e!SLY`COa&^EOo;SFK@2Fc&9x zr=Oa;2#T%I-yzWD^jV1gRYH<}W;DfQYWGvCOzkrZKP17;CoP{!Y#jw$zC}HTRPK65w(5>Rx;8XBq${8C!mjx|xsR`>qPyQv0P+_But4&WC@bkrh15RhkgLj7}@W2rmEpj_q`w=5Edt^b>F z;vL+txeDXv*S5!z#4QejM@&xE~N%cKMi(^iLhG@+WZ0_HgVtSXMHuRZWX#WGr!u@bA5! zpWQ1kf%)@1M0>&?iLF(a7Uv5{$~N;4Jcj~o!EfVn^FhO5o{fR^m=$Kt=oe|a(^%vk zK;7ZF0-`wOY9R&LSgmTtN>_jMK>VC>zwD04OwjY7(9`l>Oj*>AKRPw13yj;&>%lAz z#ej2hK8}vsmT!klFr(Ep4Z#zM8)hHM`U_0FoAVz+P5_1xDZw75x#56!gB^HwjRHC^&>xs zJq$i`x^24~jpHokqK}*B0}I-J?p^BaR8+nAv|@P>bB zVzU|yPeH&&*HSC5+HC(NNuz-HhQrP|^G#^xPs6q$jWC4?EH8})$O$iqN^!_zrEJT8 z8q-oh2B@g0;ON)qKl&6HguSfm7tuo!Xrw@B;THNt_t0mq3==3@9w4AVIqJp>uM?mX z1#XGEvA^*iTVz-N`czjxyCqFwEfJx^<#$fFZ5s~~%$(;NU1I!@Jy-b;Sz6zd$1^e% zl@kuWsJ;fr7B!gt!a$Ef-W7;K>!L6aBHQXjk`jv+7+??SawW~kkljFh@vBb}Cs0kgemR;I?RWh1zl5!+d>8U(wOD9QuT-Q=>@q*p; zp)oIeb0Y^qa!fLIO0Z|NWpf<3`#1Kv$&a+pl~!HOTs&E zC0@2#tLLJ+i_PvVtUSn;dE4o}p3jnR!JM<%O*I=sJ?Dic^dRSJ7jR`#+mn|0tSlP| z_Xx$O`Sl#QKsC-D?N146^b6m(L3%7(t9*zf&WRhi*d8zyDO-+Ak`GarL7^*2yty8` zPNr};W|B;#pP=>EpOpUV26FaU3(~XYMMmuZ5T&rxHxw8gY#dPuH>zeKkLfw zMvp_7hZ>@_r+v&D-knkk!&IBitO3mWD{F=s=~ND3&D-l|nD(X@Bc zs%8M7M`0%@9e|zX%M~VQnYFI3SgW^E%G=_qhWrA+Yh8i$GRVZ;v9=kf3r)w3$d2KB zC=cz8!142y?|cRVAZw;TN$QoIxyXPyeNM&=iI2rke#%>h)O*_wWSgMa46VrRGyGd! z3SDB67Z(SK=R<8C=;f%3USeO`n|%>3Fj7;oR+raDVyWqaT;VJNHVt@7cC3%rsk#nzyW({_ z!dbz*Q>-fTpfDA-*Nef83no>ood{j zW-M=wJBbwcsVGg7<7!#`9_|Fm@k1=+mU3;U(tCUa6(z`;y${uQyRvFaxu=fyp6rov zWd0177`nEay7dg=0xZkzv6peG5c|~~By_K_w9LDOA3m^$QLpbHYkZ)eYqWRTcp4w| r6~SvykM9|6cLn$NKk(^}GuSP(%72L!tvY>x`FBI}*0rK5cEA1`KvmSc literal 0 HcmV?d00001 diff --git a/website/docs/ecosystem/img/ecosystem-agentops/replay.png b/website/docs/ecosystem/img/ecosystem-agentops/replay.png new file mode 100644 index 0000000000000000000000000000000000000000..ffc0b8a6691ee04ef0be2ebfcbfb5b6645fcad4e GIT binary patch literal 392801 zcmeFZXEdB`*9I&^1W`f|L`e~yBw82@5hO(KJ))OEqPLkK2ofZ^V3Z`f(c5T=2%`5s zdM~4l8H}0v=5EjXyw7{z>wW)xYkfaHYt5|7xYl{@YoGhv`#6q$jwo$SRT?TbDiRVB znx{`5>ynUA9FmZb-@AN?_=&bU2ats1ilUQ}lJ-+2C2s9k?)FZub|fTEqLPd#jP<&i zv&=rmD?Fm)=H@}&efxxxo97L)LcmqmH+K~HZe9wF<}lIs5H2uoiztic^HJD&o2guZ zA!j1Dvk;n0lH$+aZaHi|3id=o2+~JTvGsmove#!%%ZxMLJCnrU{+06MB3A4t50BWB zIg$&FuP?d2zM7K4Yp<*vPUaZ4-Z}&SG{`Ye&G-FQn! z`r7E=$HyR&w+|3O&Mn3f)@0KRsoX!P?H*c$6x%*D2*LacUV1S}Uq_Oi`*T%o_(HZt zh-}{L6j}+#V0u8*$)l?zTUXu&zk2oRls;dw9!V zmj;hQDsTUqCIQ%U&??MpCUd==O0wq4(Nr2X^TU)LLVvi5 zr_W2g;`F5HJD0@DYK3**Lgu9cMkqV|rHY$B6mxgpdhkHg?_OC_xMFl!Mk93~D$JN} zDLk~P&G^f}-KTEv9x$6i?^;(Sp8JP`Z5a1yt%-4eBabs#r)QfYj1_A z-cVkpAK~`t?TMz*JA239`&{+P*^|%rE6;_wW3Rpq#W9^3E2iJ!Q`xjiPmp?O<*FAE z&zSQAdnC5>=-Tl&Q$KTmyobmnQ^;E;V8QJ!b{6@EEG^vJ+V_1+%($cD47P&k*Rh>^ zKbNk(^hq4%l47)_=2VTq6ZkqSHD`BE!i?3-& zNywg9tCKfyGhUtvU=LVK%H_T65pwY}*#!^n2Vu7vR^@K_y(14_(0Y53+ubpvwaJKt ziksm5*5C$*LV8o3g8VIN+3<%HZ$e!Cgp=YJXq44Sw774dt9psJ%BH$Yx>n*L19X-1 ztjxCGliqpVyQLI7m~j2c748W7u(!4K7xuye7Z>+8C_ahx|B$=1elQ2!PaM?rdt9%$ z!9ANMB=qq-an*S6!f{w)%@bS&b3N0jR|oE;djW0ION&{OhYKS2XsI#bA1rS67_JEy zQ!VrEw)QPV!gEl!0UvY@?^SY5t*w6$2c&PuN0*EP$5lVLY-u-7Daipl9SGXN^0JY* zohacSw9nVe^(M)8_{K@DPg0g#b?J!h-XGiwxMgJ#HuPfU)K-yW5x7KyFfrjd%5csM z$Y|j^J0u^mMLM?iGijw<9uYfa6*^I-zxVJ~*7D_us)QY-FcQ~%z z)V00)fQw)0*9Y$|`_GrAB5$Z@-eigQS)m<{LUF@BXz@i9`hMHYx-m$%c<{aHZLw%t00|{v3 z8&f4Yjo>FZg}jj)PB++~l97f_i}NkMH0$#gn-x`!@)oib85MA8x0WD^701hmpSyTS z*t_UE-x#m|G6Z`%apMbXVOm~;v1k4od7qo`$K)i#Y-X!sW0#n5r_xTZcW#;vBmSsU zR4GafB?8K=t&vm(=)s=_*7Q}SZ z+FtQ_6nJlVje1}46?*0B5hOkQ!uGIh_4dH~^R<<&#NFz#O$1-5PEKC5ip2YXUDx$q z&oZwT`E(f>M^whp`#h_LN%&=R$@*EJFYs7zi-qZ(v$4K8jU~hN@nyHgtR>4;a7dUlzG>+7x zRPX4_Sx)YC3GvAlNEV1rO8BYlchf(5V%&8YZ+7E0ZJb{FCbc(RCet*-S7v7RT9F-{ zdW-ryO-@2Gl3qK}6`0#Xw;x}n`M~{=vEkOCVxsqGV!`d99~%W5zc%vk=e@B1nGy4) zQ!{ps6)VyYbaR?*_WR`L6yzBi@cqr3^f#EO3sI|49Lp-PpCtBlKPrB_S9m`yF(bZ7 zxB(KhaAL3wzgw@#m*(M_d;G(RQS{k^)I_<>N!#P@*=`Em%luLN0KFEE+YMv0czsQ0 z181(dKC`~SZJp-DL5SXAV^H$K|r|cqRe7(Z+!3jG-TDS zs#*scTV8u)w@&xdZfT)m2D>QJSMNRZS8HQ-J9w62`Lpy4H8vC8Jgr^5>Cbq?c2u(% z7gRi|au!ov)s~-KxzIlPrjX*RlP05vOQxGt@DR!&Trs@0ugziKUVK12Q`+5rU1+?d zuj<28Vb!Pg)B*mi5eX^3y;%Q5f0HAy=qmvM(EtGOC0MUQ=U{fJv-KiD*X)tths0Ua zg_`HfkAiYMtY>nEV#Y8?Wgb>Y(lJyB~B|sp1;fCPH|e)Tfghh3CrO)jzA= zS$j3V3iu__L*2s#yAIC<^VryJ{;Dg!3v1L~)U9|aVOQhj-I=~G@!myvT*M4(XYsR< zJqe!_SahYB*`V2KzzX6WHXqUWUWL6!5}?hcLNWmYc?8z@F5a zyTr_u+9VLR(W1K9MzuFKnGKVko*4m18PBa5p3bsh^s$)YD2G?{=eQkl&dJ#YezV*} ztYdZ2bF*Bvt*0bM3Ui7*VFr;Kk!sr?&Nh#OX;^7E-amc68>vJmCFL){A+zLXi`5y) zOX~EB6_(SKwhRhdc)S>ePgqK5&L7s2bIY0yLZa$NCd_ipru*MyN<$G|N8cA?dShr(W<|#88f!Vv=8iE+AUDu)%ABZ_xcoJEBEm(XbPQ-`xXD`C85i*JDo+v)DJ-FLdIZ`m*9d#<<8`u0WYtnON^j zUbXVk!CuJw$b%SOf2|fTCg2zOQa}5{lCLujSVt}Gfu!|isBbfU>&dLyVg4G_Kon%j zdESGBjkmlEwt(G%U9uDf=Mn6&W+`=jI2|0_{Av^Syag48kL2J=;~EH7J4fvtjf#F2 zb!nLfgU*=IyLg5Ew%4hGi@zY`_a+Cc#YrsPDPE^vB;nW_;9F+G0vm2d%N5@UA-rJ< zeB97*L7RdwpBK0|-zQ9hb_<^oEr7{ic+Dq3@{*H;LoT3zW^Zf-tCn_kQU1B!%EV}f z{=WOOiuLoGNa%pV*DX@8Jc0V+aFF-QO>rM0r+8>*{M24UgG7LMeVOD!q!Y zi;egqAtB8s{p%Bo!)&s@uF3EH_Q!y&Z5a|01(K(a74`it?95SknXjjIkCGzE&J z7Y|(q`=1;9U+yLv8~A_l!T*cKcGtOBl$kd$1QzyyvAs+kCizM3!7Dd_E+8|> zhGX(mh8OFhxFGi(^Zle-aPt*%3$WGYE$r#S#!E_n9p=!#!b|^C+Zag;m+$8FXWdCO z>~~Enxe~tIk$QIW(qyx*U|a$0rSLVZ_B`}a>$Px&mhWhqq^Dc#8N=l{^P00E4x2P9 z^ZyX03LpmU#f0b_FN*@t;&A10ZeX{r9=mBeR9y3^)AgB*$K)s*>ZT}mflAS`YSFzP zrW+mR2@?$|a4g#>|~O>zUD!&9vs{lP;;`Csoul4*hxLrasuLu3T$$q!=ypDYiS3UWQb$GVm|OxMh7y?~hXwQuKqZ@DZ8+T6-AEIYh4 zN=Am{2TFp5)RYu5bT(UgSNzf}yJ!Y7+T#2}h|z_||qKWjF^#_a0gqe_ryY z+rnNuYy@5_4V0Z{=W~kv{H8%)of|mKZ5LzNE4Uxln@eBro{{`w^S!RDm?A|Q<;*4K zH-9bIeF?u}`*quU@@v=KSCn;gdJ3U@ z@{s$$YucNSUz$4CWG*!?Mu&5^0M#axb27m%6^)9Zbeiao)m#D%3lW0-WPjz9kWbeJ z4^m=1qXD!`;r#JbO^;f0v~GV^0KdEkyw9{t3H&vp_-UGIg~bmL+*$wv+b@f&YpJib z?cSZIm!1%rFTa9h&wqsGtd~INOt*8u3i4URi-~7jy9r2jIJ37WnPDEWh)b4v+ zS@ib{c>|G&)A3<-XD6C=pRWFG{$HrQT#%}E!3)T<&2(C~%3~v%`#EI8yu7h;SQn_$ zPV<+eB1zNFo^&e7h`^Up9>04-aoBv_Dl<{2nttC^`(H8ipH*F9iJa{$14VQG=3uw% zM_lb4qS<96MUQR%wP?o%*&)0}TYgVE?V{2T`4&Thln;)9rF@-k$H%3=d~W~eh`+m1 z!JGPxOi?lKyLOYQi#0DxcLE|Wh7w&ah`qrX`7dWHhwv5ZbgD*CedLuT)+0fNAFvpA z#ahb0ceL~8Hjry6mp4iMdr_0y-6s5h#dfv~IRj@GtUt+a>K{tMUo-yxP@~>Nc;OvP zR~7t!xVuK}wF0fPCfBOmmR3EX2b zmxq_vZ29N=(x(Y`!E;?~;wRQyv`0tOt_MqBd`>)kdaH9_Gb>TcB}$#>#g<>PchR

r6nPFQby z3~ofXJp+rg6W4@oIsfE@pd8Ce&FY3UGh~_IT2ko}F3z`AuT+hfnkCm0>MVm1EB?i6j zD_?zj#L_7#)~s{e1xrWp6^ge?>->?``)BTEAaWz1V!Y6$zfXMh3fcD5y;)Ul@+bQV z^v`0)QA4Vn)jqp32wm=0nPju^2Q~eAd#R3uLnOqyIS}(sGUwL>HH%2qJbq8hXJH|S zVPJPE?-LGAIG#tm;j!r6eUHv8DbD|x~bd5RDPY!pRpTB#$)(M0= z!&F?o9Wia;t3la)Q6t^f5;M6~zkEofEJB!i4q3m4wI^O$AM3piba&>H{GaW7`;)wI z|HjA|FLuB93po6bXL7D>>rUVW5n950mVQJ{MsosuW~r#DYzQrB>|+(PmC1$PJ@7;a zI(d&cZzMvZIv=)mX1PytoY8OuI^Ocmc_5EJbt){hK0Uw~9HURESzOUOI zAVovzZ?QPh_yRN1sVQm8)s|_M*cXCt-0obtm%IfM&Xt?@!6a}wlMsG)m9YPu zJVZt`n+n|^uiQq4nGe?Id~D!=2j$Nj57%_ZP#Ns-ERRe%`VR#9w_W3)5??qA)5&mr6yGfszaDC zp!sFv9E9M7{WM{D$c^_<*K)sRmQl2m=glP%@P@ddhY-hhHzpxnB33OoIO~WR1-lfJ zCiz^!YI`WpY^UMRsLz(aOf-)!Fb(whAI;MvjbRq9vVfzFF?$xJ*6k5evyy#4AOwF4 z5VX-n!(}!`QDOl{Fj6zmL?z^_$$B4teu?gZwmRpj(9|U+CNcnH2&%0u&ASf3z>fY* z_=W+FYwBRx2yn^I8}B>cSE0%oJlN>78#L!r6by;=W$o&hW^251gSfpkGaj>NMgoa?Ordg}Co}&{Nt{U|q4_h42>@lPZ@Y?q%5pKzv zZwWRFJS*%3Z47>6x^$2?;XG4YBZogxs&zdrqJKA0>&*8A=FJ6ktG2U~h~ab##O&2| z#H399GH`js1kuziCd*nR%|dqG&ge!7NTX_c5Of@~=0IE6fM)cwqF)_3N8+n7bnonumjs@Agt ze{mjd;Uz()oymQF)&}Py;=W98bTAhEr+s8_3x1c_-$xMJr8*G zO6k)>>kRLW!4@?vOeaqTJ(>__43(GLH8$`KN zTwuSM1gKU?eqGnlP>)^4Hr_#|w(|3aLXn8;otb~a#j|%q5WxXcA9ilQUeDV)^k*DP zuMQ9sZjbBvNyT`cYTc`e7ahMOYCSvMdIkpQ;x;EMn%|@Rx5p~+hMkCJ>`w1y6%X@B z8OUsVZ<~>PUj2Ok65+a}>)TD;acu?svQ|rZ+I*1Jt+(^J$}#lk$nnyc8n>}wIFmWL zkRo<+YixU`+)9;$!e?(9gbd!VpgAdde|Xv8!*mx6;j6l0X=0`yYGrkBQl-KY#f;nFzQ$-Q-UVI$8rQ zQc^RERPaJjZ~5O^jGu0WhLV0-2OZNn(_)Kl4nH4Q@0~=@u&emap^l>%^LK~8G%*Yy zr)#S0PNh+gC%ic1Gj>6TDU(BaTeq}j)5W_{yO2pvzkSQ?5qM+`Xy#|MY&_&S;pXqv z2v6rewKo@NqeoR@T=COqXL57o8me}5bky;_`5!bLb_ zy1M$8Y|Xgr+VB^3^qLvh3D@H?8@b34&xb%PbuA9(3`<*Ti%Yewb zRMCA>w!RCk0ev#C7hJBwX0`Qh7pPvqEQqKPD$NK^UKHNq)!=m41ysZLDx^F+H%Ibe z0G9MI*`DDh4RCI!6YLzh2|`PhDu|y2q=cqe`6JFS+j_S?r5JX{Wu&oY^ZE0oH}`!ob0e-N``_eSHB~kv$9o{f$~t=$HWl10^sy)3K2Gnf zudYsPD&T#q*22-x@-?%{Mq9KFgiM>=6Q!rWsONjMNxxd5XTSf#xXZM3^pW#PSah@q zw#lMX>49o>(I%dvy+b#xacH3ak3#*Q}8j=+I9J4?N4X zyL7l7@UoA%BW=DRFOXqpUgL4kF5n)&6U!ekXX%<~(DbHzg4!6&DQ!j#ANdRczN;v8 z=nxSY|J5IH;PF{TssPNMQ(wAx6#3zC6(g^vDd+m#+jq-;mrj2|h4^W3m9v?}MsdL5-}ygDn3ndOdTeh1Nd_3tEAZNyb2n2nJ)X@`T@>B)VIOY zn^%R)+??(F82-NIj6Mu0)Z?9Eu>#u=LFG+_R-av!nMM%&cza@oO`>spS8rV)MaaZn z)icIys90gQ48R*6n)?`}KeU=_{86F$SzK-_I3eIu2yQ*eFaaQ=76qr>Ma+Oz{quPUaNbM% z^FbSKM1z9j*#8Qv>>y__D&(HjFrJK}G;JXAP709)_|5oDGZ~-|4HzWn6}l$GYrxt?9y?a#wST^b@{r+?k|yr%S4yPo7BCAU+V5$ZGm|z6VBYP`*BSv^Sw3O;V-0}WBq2ea^EEE8 zW_)CwYscYO1sU6J!pcg-ILw_3>X{E8_%br=rSR%o7`ihKx-UKGJJZh*_)PKKvBa_& z0mj0mGmhfHFV7p zEx85UrxK-m^oWQTrqZe$ggfDYjECS~R8%mIS^M>sfXKIWC7_vc^paLqEs_KD!Q*!)28A z2lG0MyNvhFY*=lRX0K+^?xK$vj~OO}*LS8oYhSkComtdt;*?JWQP6Rqoh<0E4cG*5 zKR%Zw)q-mM%saTBkz;89ZdrG4?@x{tK{bk1Xqj$-oR0a{zUnZA!mzroQiY-C{Z0wH z6`h>o1}SwIX`l2HS($a&gnLq$dJv+iujT9vfIZtbN%j<%8kcdLs!aMS9T|Y$u`e~{ z5h=c3`=Vw;1&iL@Dddtfj~TB&Gc+hYghKXI$17~G45GT)#*Rb?K}nIWo?LPn$BaTfy8wL{-bYp#g3~r(MZ6vQkLAx!uASu_#=cJ`>4>8;j)tTn(H|76!Q1 zaCy+N%C=RWXQ%#VguY7lM&(pDwUN*Od+@AUUA;Jgs#i^`GVuq`R!YO!nY_H`S_yBT zT>wSKJ1$ud@L(}h%gL4*V2#p%PTnt$SZwEYb+>TVBi`7(O5Vp=BK5YXDb((p!O7Fy zQ|Vtno4nF}!EhG^{)MrrM4?dkq-+fs?z^ov_#-M0LXE)Y=+m3*Qf@aa;Q~+nOdaH` z48%IN5nT|LRI~L)DNf&i7ljn)iJ3k4;d;IE7#pxP(`5@U?Yl<`9~lsn#CT3R^S3(8 zcYBE8ZqfbX~d6a5PZ-~7F~ z9T80pEK{q~M4-@#@LyK~d<+(sWGcg>hfm*>l$4YQ2Lw5r-ga3TX>yyY?2F};V;0O3 zsL1^zkcgdMA#LQq6Rz%lN+$FH1vx)I|4n*Wn^O>dD+;_bR~(5u*;EDfP1E=|&;6W? zt8<&PCQ|%&ICu%W%^p8gGZD$LYXo~wSd=C~tqK$c3IDPxSZoGZ=ank}r{S6Mbp$rt$f{!{H_cLFhg z2gq@V)1dr6nbta5?)A7JJ~s!_O`N)rOIwF zvPQHpu2bD}#DUS%F}2>?{qa|HS11r{&e-aHF{d~=kEU4#@GXRv)T@z3$1Hvg!Ivvf zYBL}D3tZ>l82<(rz2Z?fjtI{c_{Jby)szF2t@L~)1OP~#$2w*eGa}fEyYdp=505;v z5Nq_=vn6U(sLyH4VE zn|w}qR)EZu6nM4lAfdXj&@EWI*Jd~K!E>sAJ@7h#`PS)s-GmaCm^p3%hgE?foIgxwEnh!z6O#1U5*j9t>ON|@G!MJVUGp91KYzbDjRrI{G%fxMg_-JuP;477wa3X*&mZaK zYoZJjmfH_TYa~PoK1k2ykG(@)I&(pdGy{V@C1j!8N#^UF-_RKel)?fe~QS8 zo<)6;5wZRET|q*+O8M-ltg=XR;6R~9wFtCYRI})AlDTeP?U%O7H(9y}anQ(=nQHXe z)IUdF#QP4u29JLQ3C>j3C<-|#%(;)zJg+2Z5R+)6K=U-FYJKXKXtJIHkS$Mzt_F*2 z?QF?9ZH6kH2xa8I1Apx=CsyIw5Hf7|5qzuU)82X@Q}2ZTsuaR+0)KWokuwKD-S`7e z(HGE=9?Qo=W(A?5{@haFJ5sI-M<44bzs;Rsdm82JQBQ~p3it(435vo!?CW8X;0-WQ z3JI&>L|LuyI;RL(EM8dWxH;)}*6Rf9YFIJ}OB?@QTt+1L*0)t@X^wuyu}L@0Ce%}< z!YrHn?FTHb7uD7wC!JJ1W5fALL;|_R`{?wEf-J+D@)j~==_%vSH~eIyOU+&jdfT50 zRyi;V8|>~a>)W+Ae-4h*tr4-#sZ|nd*F>%RZ2c6SNXpFNYB6YeO_=jXUyT^TM_v>- zK-U-qNS8c%{gR!1<(q!yjaHXwj;#H`sdZ0*Q^|hx%DZ{O0cfV&+GVFE5Vi4wux3RN zxFZ>a?~p=wq|7%?G715J}f$yV%~*<7jz&$zap%}kWQc*FF?QH_w3Wk4;2kTcmH;7{7t zik~3ls$EE%OlSyc16|YR!OxZ|qc_tZ0Rq;dPdm4T<4S%$_30MGa@|OG?Gx+|Ybc!1 z9X$7iwK}m&x*gaSf$@OpndwuEhc}Nt|4pYXBObn~oeEX1YD+n|RUJa(0lOK1(64i7 zWN0|@iVQy?SCKWFqjqlBfOQ?e>Td1Voj~Ev|IX^&_z%IuqozuTGu+ZLbAID1&zR<6 zRV$d|tEO}6Y+D2!m-*gH{Y{pJq;+SLPf{S7q?_=jzU9e^+ogdRkt96gA#(l*2{|cj z#vpio5c#jv(302NBMrcF>h9Epf2SrPXE*P)4e-$Jlc3l7%!1ucsB_v}H;0oJktR$4 zi>81*xW=}jeDL}c0{a((@76N@S4~>M!R-xAC!Xo^16l4P$Six%bakOu3V?||c>i0c z{FhzdoOGb6NoLp$z}n}&w5m2*uKw6PT5^CEenTg4^NT}?YTTY(OFsj~@f;^hdU{{t zk50xYbI8Z5gVUAcl;&FGRS9Z+fuE2`=2#5Zm9csmg#yO{wXLKSXq+9JN}Mo<`8Y16 zsWONN{=lIa3oIBN>Y>fl7tSe%{7lj2Jw&-6eZ)M~MO&@ zI#vY@m5X1@UDXTZ=;h7^&viMnqb3fSph-i& zc<-+cmI5J*;p@=a54R%%uv0F)=L3Q2(|unovFE3r-^@Zb2YNrWL!M*q_6qz6yL9@>` zg8;k7z$PM1D5d=tesZjhxztxz<2qFo|Mp-6D!(2@k1;Dw7GB~q+?;V4cP+0YoaY3i zJD$0>dYAtIM>FR}KRw+!+M}Un7NVT$0QxWT2cB23X1&on56m?*!{SbfSu8foo(PX= zTh)t}UPNl5)Es~Q=-wqrhe}>8XW<|(HN}Xa7NmI8@bU2hUJ@E%z5Uv)NvG6Y?3iyqo z+dD?BL4BH8GOGqd%Syw#-X-cFi?!|`LjS|e1mfs7`k7az8WSQx9!Kc9Yh5t@uk4bp zwa4s|;Vai_e4B;_Z6;tdUUQh8_gS3-|9*@h8%%BMx7tvIU=cNC!+%Zwxg&klK7U)L zljHqM%ZqumRb%%-8U6R;j%?SE4gJ#OPJV-dLZ!@&&FKFOI_BNpr;VV=BCL|!Frt?-6jq- z@wX2i3;L;@eE9m<51Sd+w0ow53`OWwW(HNyNFOCA`ac7{s2dhE&>av<|JYL;LzL2`)|MHgc_ z5Q?|(+|u}$jivk~iS;iRzxzW~az51kZ0Sr7U@tDZLcR~i%>bu)p+TETmHB0mBCwW3 z89sL7D+0U4oc)H>+t3g7f#T8X>YIbSW&>jfXv+(Cp&=Cu3ZIi|n&oB}1^?1$gB*Bw zzQrJxo9&QG3T#_bcNS|I=W@|ad10kN&}UEgg}}k`#PY_JUze-C$k_(LXPZSU z{xq30=@0B)q?T0|^_1-_cVZjrt(7POt@{`0JtmG&b^R#_4g=mO=m1eT^-_d5Fle4xFOO_)NO3ic}Iot&?oq4_Wxmc1I}bO*P#puqDDXqw_Kk}i-OhJQGu&Cmuw;yNO(ux>!auN(%?O7}Xo{^If-4m)R?h7}va z>act8;#md!U3Vp)E(lld>XyG;b14|&PG^`FttOWh(niOxT?u`1hsPY+j1mk6<^}~6t(JpmH9xu(? zwEX^~7pei)e?J9wvK|GAeVhpphh%@P*XfT3mz|OyTa3u7oyAy9j?JW;uSW*?H#Br= z%sm<&87Z}i^jSRa+3L@eCOr<$K#q}_mdVeE`h8O3VRLf6VZgcpH?i;&P}3H)F>u?q zFk%=~Bh;4dgTVJQ?+6MBpc1ruzWdq@yqX566n_z5Wo`$J6^5rvv}eB~SYR zS9h2p*V0Im^WMo88wbFroS02|2kemh{900xM;-yCdGZ!(pXAB6S&%y|u+*BLIjC%pdUuTiP7N&l|l)ZQCtykRs6#Rcr{Zu}cA3 zW$B4=)bt^j^By+3FtW6Op2-Q7rCM{r`*~AtY*ScJ2^8V#LkkXiMl$wV&sPNzGUt|1 zt(KGQXBWce5MK$c=M(dj`OsjdqU4(3DQW2}{qo^3yiJpHgWmU){E7OZ!H@$ur=Nj3 z`eav|X(bK{?#aTaRpwWz_ zW)ZTohz%}7-Mo2!snX%g9?+w!B}=+T{#YQ0JT&)Z+j@vqgY)~sN_ZHBom;22Q78@K ze)i+eOL2V1dvooTvKJKdWDr`bpic~3UOHc}jB#>~n0birWvPC{_A+S9{xP=ag zcA_1h?x-hoZLVAMb2-b(dOK8P&~wOawFD*~7l#FFYP#*<@8T(j613zQrWXZuloTb& z5!d!l4vS5!HFt@v=QpnAa!w6c{sX($yf-$o!NeA`<>EtL=B^1Fah@<4>BKQLzi};-oL0GbxT?;vU$2?yAPHQ+t2TpaQy7$OU)TNmtpnoVY z8JfZ+FM8Z8^NTU6x0)^HGtISdN*<&+mvSBI$;V^GZ2Y9M7nPV`r?~&6gUT;7FWb{2yxGpC``h zv=sC#aBEP)_0XS5!DCm!83dGG+?iJ{M^CVtw{RVbTEI^ZG`*sY`rPWP9_OUTYf%~@ zic9!`H!~oxj{_IJVQq+LsoIPDXx{H=PCHd>cA&>+XAtq=lkIf4C(C#Lhq&F(xg41Z zG5rJE4e5udvQ53+EO>reC`v7L;`Eew48nLD$H?3CdV3dx3tGI%ey<$HVpnrO+7Pp7 z9)`EKT3Bb-Dn9y(uaDh6WG!X?Gl7iSh6HeRP4o}V))8sQRXS9bxZQpSm(Yf7(Syt0 zPLt&!HTzo&{oq%IV=Z!WZS(D6TU1@e93DiTX8hCYT+^rqb58F30Rn0Pk&{~mANvQc zb;g-(*DE;q!UiXl4Gz;;f(w1A`1S=rJj_Ac7rHyS0=vQ(GeJlM?q)n2L56s?t2)Z^ zJs0`GaTQAC{rA}tSo2w^5&zdnvh)qV0*ksN+)kyQ(-`BJqj!=pFYipJv}pyHqpnHV~g z{a*~XXOT$0S{a=5{m5CocbkCHg3VX~p{$zpeEte!$EJ9x`Tp2US^vE$UbP_b%1L)j znpi6x(&={*ZiV*8O_3Zc1hiuF9id#3t zd-5NpA1pNIkSXc2GPFwMpQ;?Mx0Kq|3ZbwA43(S;3sUh54LD<$0K=4o4yHK>6!U-|XXq7e30@akwN08}Tl*jC# ze1aTDW~UY0N9iF1c2uwh_8li=8Fuy^fn&8Tj$}?7{4&Kx8mi|&>W;1jRWw=_+ zK^M1dKF2aUO`@X5S??YY#SK1p(a3y2WXMKDm@(9CZa^VmEHfS!O(R#IKALSCg_x>x z*d6X@qJP5|oNIjHBe8Wf%?fjkiy)=FnTqti6W~AOqVLr_750>vj$S&aVW zjby|nVfC4V-Z*IaTp+r`^yW4`NnW)vbPv}gsOY~Og59IV@(C8#SIXgErcXaF;<{c$ z9Y(vA`(YQ9dF@)uScT_0C-!7SRB7V%iCrOs-rS{FKXp6uvhh>J0#d0VVsEY`5P3y7 zKetwA>;UY%Nr75@pMxmE6ZMOuAJOtWp_>6sw2e$F^Q$u{fhfP!+?%GcAFaIFWWBmx zZ6XC(gpxxc3r%}3ugNSXf&rdb?VDH8!x;Ko z!|)M(Ycs@WZgYN9>AXr)m}=}6B;5D()Mq>+J|pSF)Fc@7qupA*?PPW9i13?&+)XXo zag@vy1A@LQYWZ9XX&ls{PzBR#!(<&R2Kqw-n- zKW6czqzM|Z3ZoTofy#+yyqU`NG;`fkE6rc|LQ*k$@+Gh{K6t3nLNwJ{z7VqMVKsUJ_fAIk8e& zfi;Rf$rD9uzVq;jnIhhqPA&**=;@i|h(6cB)2C;gt_x4e2K;U<%K2*1FrAuG7~JB^ z4n)m!Rn@pOeQ%3XPP{W&pwmrzE6Ku&6Vp!Vg`&Mm)eA!*Gmy;!kfOR&{YOvF2k}{} z9CwHfniXXG=6GlRu+v7T5D}C9TcdZu{^DJYtmj<#Rk4|MaxG;%rdVb{qrv9I&g@d3 z(2;#s-sUAs@aB~EXR(R=dGqDD+PV zYYlECJij@$tfHBK=e0aBG{4RSp>3`3UDYF=wsyf!#(Zx%MPpBt|2jTtdb=&{d%eY% zaoISm?85TT*egjMMSO;1nW3wZu{SCTWXyOE)al6SBzWuB2s+A{YlTJtKLaDd=hv+k zi`UD{YY<`=U~dvmzN9eW0*mXi;-+ybm{r^LX=y8apgUlGYzA8_7pw?=sj~b{Npo%k(^m(H!%B6y{5$ot*VuS+>LCx4st@M>Rz`MAxshdS!{CppJ@lIx|k zA(a^Hg5G$0JmHA6^`99WNf|8Vn-$H-_4uJ-z=sBWX*Q z*j6$-y_=RMIZHOCb4$x!MP);_>iHtWC*nY2v{2b9BHPen&%O-C7*a`!vW6IueP2fygJj>gvCT~O zWiZTOEVKOHopV0l^Evl9eShb#`*Htq|L0-6$MwFh*Y&zy%k%lXcFc8cm-FLxGb4Ci z_P4S0U3`n7&E%f_xA>G4*tLR$BI|&SGj17v_TeJ+LK)597Sv{}txQG=u%|&56_J^$ zO&8?!5gRIvoNO*(=B)KgOWso2KejdH=}k+sH+- zF3&{W@+IQzJ5l)`BIUCTQWjgE{|JXx+Dn-k{l$s_{^LcIJa(Fek-TB@I=brNhT!|< zN3Kh@Sy@?rqUOj&@#5N%-D!jx<0(;1@zO!k*3MF@S`isH_kLgP8_H`Ta%v+$FW;mv zP-u^RPQ7k`qDVoHAp%JKeOhjD2rrAu0R2Vtd`WHjAEPV`3sdZE{%re4Fn(V|sheC`UhPs;Vj*)7c;}rg^08-V-;uNwLx{qN>S83HyxQ~q z^~X0>Dly>AT&IZakwMSa$TK`DgrzF_d=PcxjKV0xH|llIMk{a2!+E)WuWx_v!id}l z2m+lSjDK42KGe>g17I2Zs|_KcxI^^YIZ7kc@w^d@G-Y4)oYNZIB2>U#z1FO~xM=K= zWAkijV=4?WCV>dLzqfXhF+xRWE*w_z*fY+-ji@yks_(uL+&CEOlj_dNLgv}Au5d7` zb^zH_ieo}P83=G}Zr3F_*TET}FPU)ehM|b_0si6&U*EyoGQB-R*(YaHm!ug|d`D%Z zv_!?OekU1P>K;@Qb>>))mp89)@cnL6#-y=v-d1|ScM?#6pkB8c(K&)Fw z5ebCbI~yLvQzf>Yk$tXutaLsdFE5vg?GzBLx$;}tb=wk&E1a6gZc@#jO)nbej##q=}_+e{kGGMHj)Ra*m=Q(?iVL;$y+Pzz&>Op!Iu32B-IV70o zA3@;CG!E%IR~~M5sjvVuQ=cT6Hd8c}datUH%g{S8i=vkxgR$$Q2K7+; zNS<#b;sIc}NMO`Rm-OSpzc}_BRVE-XpC%U=-q|_yu+=laMvq3@|H|5%f90CsXPIHS z*q@VQ$AZ24tA4@Uy}<^JRIecRdxGsrezq_px9|9|{GBai9UWZM)wb#NJ!yHHov7qK zz?dJoA`dG#8Xa5B2~RcEf?0L&s}!#{9n+8@wocJI)Uujb)^GfMZ@OLwVB{;n9mQ6#>b{FcTndXH1xZmBG;3YWhg8<*?!tb5KPz_M=k3~^jU<@=(c5YO@>=M2^>bqVerfM&{rPij&5&bCMDp>~OTg}Wl1#s>KI4~(=g zvZF`p+HB1TqHNLBKl(TXr1*xF8SaL~Jp$Kq(7g*_PuIyxI%ur^Dd5}mvrMz|d}8yi z=@uLLpb#Bij$=(J>Y`sa17f#!Ou&_?YcAU}%)8^gPLHj|N}Vxaw@}7=*w)sii3$&k z!#LBq-8oc`U`*>+Dof+5S4f-JO-}q_a5zPN)60jZH19Pf`6b&K z(~~8s(80gws%!j*MgW_Bt`{y}A@&lcN|D zymOWu+6Uw)5y){0w|8GEPRvVNz*2`pzv$m9_^~_8 zdqmW%OGb_+Eq&hmtazEsk2=M1|Nq)h7C$mgS7V55j=jhR|xC>;`1DrU= zeC%<~d~E;wRMUQyhYP(xEB!f~;6lnYDnub06+f){-dVe?35&!$HP#hhmCs?rW09`;nxdG_x(F%3e)E= z_q2mfL2JNnvv0oCbC|cR%>WY%)IW?GR>o>&1M3S&{v>w64)%xS4PAVxm+6kcy)-Xk zJ@Xfzw2MQa+-AcB5B(on!956zig-Mq#_vC~2wumm)(CG2IZW7AR+C&V`c9sDR@O{dt zFJWf~$`?DLABZ8xXofcqbh&~5 z;CMF@3B;j7v;qn{5Otsc6MRD7I@ zOH5MG9297d(h&|4F`g0JR{oHYduVojqZKhxT`ERXzfyJ6J--HTxIqBKe7?0_ua&CI zD!T9}>+1=9bq`$a*=CN)(!2W7yYwiAzqbXEEQ_Z1;3$$30PiJyjoprmN_qAxYliu7 z5gpPfuY))?!L;uPTxl<8U!@{7Qa$$_{~3_g_Z<&0eJ@vMr{nK|TJD$((L}CgLV&QP z=sGE2ZmnY|yzCM=d`HU+^(*lEtQizk4_}i$B6x*+(Lh(f{JLQmDJt<~My>rKZ-9JF zkUgew;+fcM4mRKb6ZzU){>+Uxr#EM@yu3Lke?xfrLG*I?)8!AIJ?Jp*G>l4|(A~R( z-WTqA4tPZy?Oc*{F}9{-YkYK*SG?S1C|^6x%I5=A+f~)H3QO^+M6!}lnSBto8jkla zE^U9aWvfw|^4E^d|BzOOuKlXNGUg|gAGuyd^^MdjtlQuxu67vJ=upcwal6^B$0mM{pkb{c>Kj$?q* zTVeC?vgM5s?#c;9sRVa3E9pB2O(Pr(u9#djKLD;2G+}|&b%rp9H3`h|u#k8v+IxCX zGB)^*Z1#KZl-QI=a8`@8R5hb7lrlbE=~PM_&NdBuVFG}`d-pci9*{xE(gQHA?iA&i+<)*Mm zLaKW0e(W&}+){dbNxGh#_GbP=egD0t&RQaDT2PApWdls>aY(NfO0=sta~rp>R#J?Q zxLkJ=UZw$VSNVHn-(v-JLG|($t;z2R!q-Ef*MsXf^BwYHH3G_dAfQ*>FIaR}QlVL| zT63A|GkVpF9dB<6LOS5^PJU$o)KB>$G*M_%lfpcdzN77R*wn|Lr!YAvOZh3(ud;kz0kp*4{|Ffr zV>%~X?#t8VSkcd{spIK+_uL;Bf{Smy&Z@5y8^c_z$(S3Nb$&PxBODQ5zT!^5?veiL zMHeD)J5K+z(nz+A!x@83XZ|6NpT20sseS4Y5QOnP?{pSLd5^vA<5PWBZ24mZWWvhC z(&suPK9%MMts){{RO2&xfG&FUcl9Zh#Ry>;R@+*u|2Z<*v^JeKnQsa~6s1KKS|M@F z&>vUCjVSDL^Eqi1rNPkocYMXPk8j8b;R9L|X;lE8jxa+(t~Y<#`O;j1#P7CM zxlK44s>yu^a<0?IW(l>%2q_l2a(XYPJ|Wt?{p~I|_0dqS7u2F$<_FjGsj=Di8U4Yz zX1J`BmP^m)S5*+k0ix1}CjfVWeDg)LQD$?o6p~P{S)8gKsFLwGYeqo)fy~Cu3UxYN z@T%Qcwne;z0Pir2rHb=EGbr=U-Xk*a3XUU>4KLXDS~?%0?=D<**(nj-ZlFP4`Bu+` zT>Mb&-hYMT%JUETw8G<3|2N7W+=VywL|A zevXzplYOIvo)#EoZ-Z0NKhkl` z2_zCKeLWhNomcnVKERV+*v9g1cQS$Cv~2UKe)Vi-1=yAyykJ%k3j-g`bmU4j*Ng zv8W%942W2Bc*m#QRY6z0>mDxD3v^P94K%S&;$_Snb<{)V`*nm%WKvWU4hJWIJ9a!W znkY*vDaW1z5ZlKWkBbL5I`QeNlXwxYXA3ppKgsVEk+o}e--ntk@mfjgGpibK2Q-wX z?>1)54SG7myrrLP7x44i53aGd&wsp?|J6Xb9H(s?w6JB);m>;jM(;{Sx8a~@olkV2 zODRP6$Fxl>A+~e>P#6cGs=Qh2pHzTI(LD^xqrtPANg=N8AhQVf%U++P12Jz90-4g%wkRiOY?*SvpXDvd38jMujj(Hh9RZ?M4rt_lzlOchNr#vA&yiw@8y)idvOG*gyewX zdZv?X>Kh^-JB?a{JC2KsZ!S#?)^e?EE5D4eNLrW|LMp27^tXh{IVlSZ+kkvmUcz<~ zdRL0!DNE-ip33(3E!?ReWLC=i2`FpQ^=+JwSH{;}bdvkKINTUrX@ zQO0)HoX3aqO(Kx80aV~%1#}3uQq%gcRy0R4?FDG$r{6!ILMv)9j5wi=tRrlsstsg1 zXZM}BQGfJe{XV_5>N`>_$@hA=5|@OZ1z98`>pT*^@Fp+iMJXt>igTTf|ryH zH~mKzgoQ!RKS&(1+JCn+QW;?wG1ya^@_akj-tJYemHyPm8+gms(qJcZ4ckR?X=ocp ztTpCD5E%fQsS>H;-mGU#= z7#N(&%5D(Azi~qWLVq&&)cb`JpCnj|3V;s7E;>E5cFeiO$cR$o%q!&CG5&e~VX!q^ zzSAO{_w~{5YgiR1Kk=0B)bx+bNL2K}YxaKJ%^1(uyGQUxz*ziuW}dv$CTSuI4n;xS zOuWLdO;hI&Lk%qfo-b6G91Of3st~czhF@6ttd6Cfv}_?v?$fZoHN}se5llsoe_Y&& znh%4od}MX$99gY$AyoQIRM;ld_7vgA8%@TfM6Y{Q5Io>pu1EH_p>s%n?HeJ{P}tgR zmCN`|$Z(BwH|R2@p00C<4}m*oAh+`|=*0Z7&l3EkM&x^ACc+reLQ zZhpY;fch&AjZ5TNssSvXUN6+x{60~uNW!c+N(OfYx@To{J?#>mPI5(3DA#p3_N2^2 z?=CB?9l7LIx0OmHhAOz*SX-M+a6Z=vJU1~PkbRV8%K)+McqaBS7bWNdQQjM!2M;^W zclxtofW*=F#pqO?q6~&Z>Jt{zva-8XOOZi6fJ2?EYnb#urhi8TV7rwb01e-=v-4=O z@YglggbjQx-Cl)wJ^v-W(v5B%Y5})9KShb}%BtTknjqJCy_x5CTS1ul`?KJ#Ym8|~ zsg4?^!aKm!_9*q-oM-6?Cl3#u&@`$oz?VoG_ezClm&1J})8H8Z^=wCjILI_RxA3dn z;AkDRn*!H>ab;=s!;&Jk2fe7I1=+BXeRJ6s4zV-?_8Q}B+|8z*kC&RGE&N^0inEtq zX6YqzjxQ5Qu9qRuSM||`7on5JBUirtovrQL>dkuBU=-Ab?(Xok=qT1< zh4M$bj7nqD*tzdzbxu3!$aD?Zvfd|C#Q;lhY#%cPVvzF8Pz{vP+-{@JXxt|rA#c*B zqKJ>GUJ!-+hRQ&UCs{C6=SWjV6-VJLkDo@MlElFa!@lx-C{z*=Xp=^C^U~YCQzr5N zdU-8z{`K6V$I)dpeII$<=dmJ3^o2h6H7d)*oXa9*Rh9Dvt)IkQ;J2(3_0s0;n(ihk z9h19gE^{|vbnW3VnlXcbxk3>cmIutxIX~#H*(|On&%Wzw`9do&N9btb9KMZ5CRhh5 zc+218-yTISM{(m-0Q_%_uOXy?8+{6i~mL({F-{`MG^+O zg?h2G3gbKOBcDv_t9! zdS~#50X4RY*>l8-=$%T(S)JqU$m+>@SinSnv6_8S&2_wU+!32)2q^*Wr+jWJ=Om*e zuJiHC=A&#PwNQkWS93H}lBw4D%*MEj=k2}i-MBjbtY^vQF?ns9T zMJsR!Zaj--E%Zq?2`~@$V9*9>u!$ZD%>m9Z{=D*FI{Y8hwSPC`*k5Ms>=t=iu9?1_ zQ2hFjIV30nHD1+fT140$ySmVnS%)fKrrhCb9WSPDXN%@o)}ZS0Qmy@_9Ce*OJOfIU z9*02}9nwB7xCF}^B4ske%s)w$tS?IenEt8#>r#R0cELytV<}(O4@zbt@|9d08L@0X zpsMa(tP7BT4nH(T|9tosVu;{7#tsxFY*D^u6x(mfBew{d{v$kZ`iGeKcxA0BXsqn< zTNUd&S^xw5D(;GZ%RA^(8Cy_w{A4cWgTb<_^|zLhBJ61>htS5+&EC3V{B1Pf zFU+b=>=KqUHL!^bq_()7g~VXExt(%}3|X%n=O1EM*N_WpJHw4JMtN7(PzwgdD;h%4 zDzSkNX04>I4WXukS&2U3+RnreU;aqONfCqA!zJpCWj+)yrRD5c-8{T)%Ow!YTThOR~6`lW+7KFPH%K%qI+^e4^!DRs=7*K33b_%@D$Dp1#{+bme38rtxFz{yzIP7zKAmX3x?{DDmQM z#)9O5p9^rKZGv{^aE&^BG!(?srS7}emAIbr*?((Gw-+g-u5;)3@;Ud6FGOULn)%l( zi_VIc`0)m=+Q7V*H{bW1>ArL|)ANqa94c!&Lq%?~t2%CBc}shlwwOTDHYI-A>_nK> zG2pXkv42Vv{;TBxi~)c)PAe860WD@~Gdv66rnlPlCJLLsK`41#JY_6HcA4&VUVBK) z8%ka#f6`bvpx6D;0?gw{1gooESTAEeGBE~Z4`a)fgw;2u_*Ue66j*0?F6ldjx+4e9 zRTJ+zfUkMzQTa(ILo;-|J>Lolx=_#i(`~<)o0DU8hP(R9ybCWbvkQ&~`24)bVXjxs zx`v(@x~|6ew-QH(W&Zn8OYUpCBdW&>%xW9i12WCE&h$^W*?#JU6ezzXZe3ghq7~zL zTc;mSjUTG?=gU%7aBkT{3iRc^Ysc=^^?fGmQ(<`@+bDy>36kWy!!Kk}I|cIOJdA8T zwMD^iYuSwB)2kfJuzd~-;|~TlQN<-1wZ0NFMY*lDk@v0&OxqhUOqFA4j2$XxuQZ02$()Jx~ocfYfW|+d8*5B>nNkAJ7%Tm09&E{pvAFSQ{J!j ztvq#@IlI^OVs5sJwUTtzJ(Ku{7OBY}KRZ3O@TojY{7^!fJklw3slviPJ2T*cc5REk zOCZ5@VP@ab6~D(k}5_%$3AXF zWfC3TSS^i>7qz;MJLArFCS)EA!F}nlZv0Vpao-z1B*}%kTN_olX;R1^NGAc6v1Iet z*42LPGQ3voUXfBIUv?MwcdFj=tEyD+k66xT>YPnT7%ni&i8pnga=1p$Jpw2l3DC-$ zD_>O0sxd0w^DB0k6j?eaE4YzOT3b>2q;K~Qq>fw|PEv4u;-Z#QaF;5Vq4Nminj&5J z?q`G$nOd$<){e^q@i~=WYJK}U`bsKn-or5UG!OIk-X`O(8B-&zlm`mG-kkVQJs#=hZtdA6y zwost_L5q3Z^E0#4WS58+RfTOAAjz&j!w+^}C$;;*qZ}CdNhU7&@U^&_?7&ol!-X@~ z3-_e>mhXO{-B?y zu@>THlo7T|DBoV22S82v2+y(O0JYUzv7>~xU^tQ4!~}P5C+56GSdp@GaSzZjrZW(y z$w|Ilmwz-q{;lYF56==!I(Bjtf{`~&*$9SceW~o|DA9JT+<(W|n2`tst%(Vp)^J>q zwLI?CmF+*AGXLBydaQY&VRccf^OWtOF{%BQ2mC){gkGx6v@_Mq)(yk5DxdeCwM^it zD+Z9g%@{TGQK!5s)-J8Xf|_J<)rO|8e+pBFg?3t`^MULgF@K=Woh{ec??jF(zB-2Mazq=Aln20`VTq2)Ee_~q&? z@yTVrp`Q!+woo6Wi|Gd|Uh>yq3qhx-Vkd8_lX3vKHm|^_;Fjm`+o^ogNgq;ac%Vic z>sQJxUBjHdOqH;c%tME)6K+NpPWX;ecO#@t!w-8r{eT=YZ4FL#=@vv@aQ(kXle+5y zt$ereC<(D(O?}?ca(e`1SZUSh+2?I`{xFxG$y-&PTjo;hxmVJ^I8o1VV4Z;`#rwaN z_x^JmLYwPV56|Exaq zkHlM3kO$DI)qz|}ex>=4WgOZ^ufzmRlL4GYYSQP)zNBY%Ep#h>x2{hf)(!~xuIEQU zjSW!21WxC9v#h+p-|hcD^LzRG!M9EHC#4Fwm^6ZeUu<`)_gP`Ikwq!`fA&oO&2{|w zXyvUmEf=%y&J9;{C-sQ@9Wdx!gHJSH2o$!({A|CGqc~UqNX~R!>CBR_v8O5 z^K6-kG6d}f$)mpi#We9r04v+FdeY?Z??(8~IZgxpQt<4BB3yL-`ODw^l;Z)c ztn;MI<5z!u-QWE6ayhWFdv%nt|9{Au|1Zt*Pli1a)R0^?awro0LGborQPFoLovvRr zS-l5Pyn=lwijXz5_8WG;${ULVL>j@d@ei~^%D!lhC7(MNveKAM34XWQ))J|Ah>lpe zb4gc6M@6HZR0>}Dzt~a8p`9eeNf8locJ_E*i2zlp`=zp=F98Lidezygp=0CSD|2p8q*OUN# zIX2grlI#D)>-Ap(go~4qAfNwY?>V>wdyjwe{C~Cg(tl}pUUP#jNB+y;{>P>Kb!>e< z0dlWmwSLo|e(HaFc)%eSca&`mrmf=q@g8UaNeMo|H;^)Yl|7E~wkq3_|p1Kp%sQvN0 z{@17b1uEtje?>1T_tR=>%;#yS%QnLU0}nE-CKL{2Ulk=W#hllVgKcYcaMwK<({qd& zRv{hRkm|>Aj1*eQG9OwwFKzyHZ_Yu{Z>e}xp3f4Vr*O-6nB-=GRv|nu9`6W!i;Vp_tZ=I`WP0d+7`>FWAQEncdP5^d0XI9R(%R(B);DJE} zYbpVD`Mv+F?0+7F24#`Ti1mpG3k0Ja4y=Kgd-# zXy}@}@hvRIT5|{una)c;x(M(7EE`}N)VgifXpd9z=^uDlHo7NOks6UQc2U0uvMOSh zxMa7yg653?5fp1(oZCyXlrz~__-(iAenclH$a;8`4ya^gu8i38-YFSrmvp3OcADw} z?4?X=yp>*j9owrin|@ETav6+ySo}byk*Z_zaEJZ&bo7-(M(=~GMR|GSbw!paa8`Gc z+v}?XgXe0koDu$hz||zG25EpsJ_)X9C60bCD9fOhKLR*@;$y25!;fryd@89sgQpXf zor`8?XYcs>T8z0NP_`5-B>y7@{_;>vwtliCfIUoL<0si->QP_e46Dq287o@(h+i>* zOrxONrp0x|<>dOiyjJAGBEWArFU7^jC))NTsrPnGWIz?qTuwu5t_@>VT9kz`K|-|T z=abcU_RI;{gm^b>Bc0#|Zvzbe+0S6??2wVcy4hFoq{3c8>6NGR0%mBSC%m~P8hU6| zMjh&XY&UV)8B>T9a=ePG&g=Xj3RT(LzogWxxc%x(cGT(f5*(@qLjK;dfk1V;yeKiT zzSWL+mL^!CO1~46)i&zE)lInp6dCml*~7z+;L3+jgUh_Xb$ybX7}A%$$8WPLRfDeR z>B{-2*!Lzc@8T{gUmA6IlYlV=#Im?A z*hLCqQ2*q~Y1`fdD18w|FM7U1vQ?1#nuxKvxlC_8sq{!1RQ8Lbo{_QxKE#fW1W^qX zX5C^>NC;lMQRqQm3hjl*%fYGQ!xqeh?akTQo66)_v1j)fsoNKN2~D@8X6KOTYg#Gy zIVMGlQItx(O{kh?OqTxaPuijOJFNm2O6BD2a9iK_XVJy5c}X4C7KU;sb!oj1#`=ih z|A{>sP(zG7SYx5(s!H2ku$E_P=X)s})bitepW8yYHHWHqPT*!^{sCr!HJqIB8H(eH zw!Y`kJMFK|s2iMXmk>IvMBGxGl<7sUCygF>2yKaXl%CyP5Q;G}0O5q@$a~2=f#{#p z&bIB*wxF3UeW1%Tmt2hFVq4kI&M(?cxb$c}N^PehW&TMhS6GS|-|dlW)Cw*b)9zs5 zA6t%MGTzsghH^s#N&SQgwjCUe7&aFa)_UeMWNnEweT;De)s|l6xcfFPHF)#Ql*FCl zRBR>yaJgdNgD0)+BiiImtprLO+<==CL7ME!fuFcfxo)Z_I36B zX}g6;tg}n4sUUR!+m(#%?Iuw!}wBZu9lE4h1Mmr6E3@mgQIE=`8S%_=@ncuQSRk!d+rO z$zFz>=!c!gOM~SRJezsZ%H)K$UbMbKh;O$4s)sf0vVnF~$`f2w&vQvsEhJw5hd2p2 zEY*;ee$synTU=1fpR9}QSzR@AstY1*olaD9DQX`a?l66VJ)+vW%%Vx`!}vIS9MEIe zaB#b7{nm$fm43rl@jF~E=`l-tUZ(Sc?*MLDT60jws;paz0T|HQ!I1*o_UWju<9O9d z(;{=}R)lv|K^ZtE`edQ&4n+>~If`GSy@oj;>zgiP#Y}rt@7XvNJ&wp2%{@dj^b{LE0>rO}x){Z6w&!6`U%M zCq^eHODv?qGb`LMBa@A5>Uc#w{er|JLO!Gu=@=uv{|Hh|S@{-GP_?|XWN)4PlTK$9 z5JSJCH%)30)r-{&8rQ;vgE|flu(Ge%ul3+vkkYO8-Q~}B?<#NaTrIeQd2=X9{u7W? zgg&Fb)F@QNWOqCu7;Mrw)Uw$Q}(~tvj?K?BfR9|_Ou^6AU@K^wU%oR8Wub9Tgz;TA zNa282%F^d4opum(&)0)CQw;BDwWdE|$@q+UJUuj)9ulZ;kMRAvQfsPVsExY)a~A{p znCM0SxL{4Y>5AGGaE!w>UBwFZiL`$5Fq#|JHHZNas3hASdlEMVjIWOp>(^lxfUUT5HTU+oO2Db~!V2e!7H}Ovw`zN85VJIB-_E9p z71t5;&&kH6>Wwtq7`O^efS*)+|LW#utL2vbWzU>yg_UXtCTkj?4n2Uk~UhQtagZ2I`s zRIiEk1$?Bu8#{kZf+451jzVS45A7tX!kiZu^Nsbx>1JZp%&@++-18*8w(}1x@J10<+HpfVGY_oH)1+key zpWw)JsdWi)?}oQpaV$nmy3=?-T7iPukOnku{#bexbDt_1?@xIu=n{RXiCF#uZ$6)Z zK+SM9V~+1x?i`a<>YSymA~)uTm#i(ME;Cj!M9kr7XB>bj8l2oMY^{#M!G|T@6c75G zDXzQLVOjkZQpf-zM?otwEC1bBz`yF|w8vJ`*Ka_Q>jK^(X--{rDJS@DGxmwES}cW+ z*ksF$JY`uaT3^*ft9LKSOXXJ%=Qrs7dM-O;^9!r1{~;7ZWjW*65S&WH4SFG*(COg7r-SqN*dtr z^)u$RYM8a|)!6=vSe4iEif&uG(*`K?q7^ypk<~n8wQTitSrDw~60)WUGbVXc#LYzV`C);)ncx37R@aoC@e=(kB7k5U@ zVUb?eDpWg>0R!(-2vP(ShP1NtLbA?@9lgoD`JbUk%f(rZ!W+I&XY642V(ws-Wx*W6 z9!gvlp#|-;$FFR!29`Mkdt;O7&FWTBMwED8tE7_nYMJ%mbwVNucc*s4l%c6Gj;#lg zGzV8iCK_t>1VIZcQ+BafR6WHTruN;EU?{xm-m)YCJwNO#yvf}V9QB74Vc&iIw^vu$ z*q{2OpscZS?%z2p{AbT|{ zo&*CkKy-g7Di|lPu3t4NNJJmv%Ne$Rf%n*dA00oxzw@r$2zjub_You>zCLA72l5{c zpJnfUk*f13FM7dMgSZ82zlS&|!)W&@6_IZBRrm=@N!W4RRhxtjqbeDr&QHo-kvwTw zUytC(^1(VZ@25t|kt@uZ)6*vt<(^g*^tQ)QsZ5d=F2!bR(|Vub1#P$S6 z)ZnJVy+_rOHmRCi9i39MG!Bq_%xW460$vrI z($4Q>4CiCodNbfL-;rR>sgzbB98SdvB+niXC^21RJZcP@u`an!I(GEgSQ(F9yhw7I z_Q&zi8~K~@(aA_HYApsyY{48mTqo>xZvs}*(sbrAP$?@H`(3(x_~!dxB?3Jw@-c;W zUOWSwfy>9te)5P&C_0JCz^d9Hl1**0GBdM=7R$zKMNl{73U7HyeTXBfo5vRc`30jx z)ne`P);sspqaV=y-W!M&2qY`Mm{;)NT{_m0wWAgAm!lp`d++uR)Ve`kt7Vq@TM=>x z9(IXA!Hx0yD3QT3UDFC1Rcz)5XSJ8I4szvZPj?PbJ>4;H{ljDWgLZ0S<$RF;$W{FV_o(1 z-vZieL_(wL@9K3SDaJNG@_foXhXV{(>uHkfrHJ>C!@vyIY{Bw8B51qPA5ADi*(wqY5nDwlwy&9)9l&iz5*hF_&RJpmhN11t z=^^eYzckVFwH7cdBriBneevS*Q>Ikt{QX`r&KGv<9_hF_jlkwtBPoGl8fTXcQ(t`uD1D$S%ORwRdFMNh29hsfL5+u%_Zv)_{&my;Ovtkj3YEusQGX;=6 z6weyyQ3j{>=>rQUhm`(WEdH1J(BYM5Of!WIbt#c5-fs@pWYdxh575Jn>^ePkR@|^K zv~7`r;P|JI6cMa888xe5<+V|Nt*TGo0t98g*<_{CvloG8Xy;ZsLQQ>$;m53GpCbg+x5thlQGAOxB{W>_a?`F zGA3x&7a3`5OL>Vly-Tb|aqP%ugK!J8v*Eap#ku7?YLp;w9c7Q(+-g#TJgGb1#EMF$ zQOP~)sVh!9k+njXwWwHMf*3lI-gJ;mJ4U6TqB`;(S_pB>Xh@IlYlZqIfKfG_YEpiH zL=E~APGF^WW9tPc>eIPj|`;b37Dn;=#hM8m1lwHY2cu8Yj(@SydwDXzmG6*19>cv}$+bXj9 z&T*#9zU>xc{k!aWqD-wfPqyob&-BZ1_-o5lqZZmWc4E`!@=`DQX6**Y5L-Q{)e6ei z2R=|^K``Q70$g|8(R^MWHU~q*UcMpm5WUmdk!7HAfe96=@gRgcImvd#w!^zTC)u@n zK<*7X@JEL^%Lbrh44ki?6RVV`8WB(a)BkkB_+(E!5Wt?@tAp+G~ynEe_lJ^w@ zR=EAQ=c1UwoIexP3y{9De{`A@9B~F+0l**64n`_bZIm4rgR)9kh5W9QfZWP28%5!B zz&V+2S_kf?P|o$P^W`T~A7_7-YDM^E@ieE*pJ8Ar8l8#u))xU+P`L1olo~z~e5gUy zXT?Ul(iJuL=&M_jqT6}c-sZI#w{NRLgOzCi8H(G`RoNt4+$J32pEatr<(gYJ1e9RSm#?;VC3?*QCydAEU)P2x@ZSDx=Ob6l>pJ`}V5X4LogS&W z{RSv1cR$125cVl~wnTbUkiIuDAp%6HrCkZ&piYm#9I;-t8SZkIN+`{7(5_=;jQsU! z>vONiZ{TMtv4E?Oj;@-V5?(rHwnE~ckP4x;RQ-7Lk895UJ)#XMVLAT@JL|msDMj2Y zv8R!pc%1^2e(Gq>^MR7ZIqQ1k&NjlmSZYjmcg%jOpT6t21+#A(YuR&O?z?pWi`u@M zEi5KI_&|;9$MIQp+CeH!Sb}j0EGb*R`^rJnig=P|*ZL^{nXnydPEJ7PF-8 zeDn2H^UBL}T`B0BcHLIb)FCx%OyCo_f4mYY;X16g*^qL6r$!X5xd#8~f#6%Z+A9Au zztMrMgMghFht-}}H+jdect28Y?;6)E;wq$mlZei@4_Y;+0d0$D4BpSM2SoAg4fF-b zA9Ns_Aa7R~8CK{dV@$32Y?=1pRJl9apFKVDqWLu#St>Ao^i6X{bTFh!3K~3{Nyx5v_@HH#;x?uSGx3HxEL775L?#Uvg=w z7R;Ly8KX}r(vVeWci4Cr3uvs;f*up8d=ID{C2j;{!#zB5E1Y9QO|881j;|o+dQ1?B zRrO1wAYB>dg`19igF^*_%!c)%ia7bZu4o3@la^xGp{Vgbq1yyWVO>?cw>{>pn0?mr zJ-?cRZeMYmIo=*jzg<*2b7%J_8DSOI-gQ`nGd0*30biDEO-@YRCrXvABYvbZT~pd4 zMPxk78RiMPb0_yRd}??=p*CuB5rwSiT0GAx6j;}lByW1<>eboKUVLc)V|1I_g{>Or zOV~Q!u(zeCk+kbO0fQ@3+l;=#TCuZbQm(Nb9e267kx-TrUNsv{4SxnULC-&6VGDeN zJz>Np;4Wq@^y@>y8mS?aA;-&W>GR_j2-_s=*HG`dD9W1jgziI7w@a+$;B%TEgD;k5 zb?&kXkNUErQFZRtI_g_#0?@9hd8QCT5!y<{dszYtT@^Q54Y1%9vV8ucYwu0)eM5C_ z*Z#_$VqP3xVXP-~ejU%;;Ei9V~wj?dq@6P~Vq>Nt*a*b(#C zbZHp!ros_#Aygi4*>5dTClj_`B^t}E6yaM;Okq;jZtMo-%pqX&j&^eXBP@KaDehTg z3vSgL?8I9-!+GTH+if>dD^=uGGay*U zeAE%BK&p8!%z5Gq6WXLr5#mvku*^xHL6!leJ@3^hSON<0e}-gB58P$L-GDDzYp<^p zWbUrYrMkTo$C*HJ(ws zthY3x>~3?1_^x;2o=ugNop#b_Zwcgr!gR*P!lGi`0+Bo9*>kNj(PH(QM{oWC95)rt z8-R*M`<{<-H1vBjmRM{Q4EhOFTS zRHTeH*LK{;4>msc)_9(PHQn^!?0pyTNTznP&Sp$~aB?MdZjQ&!+G#j1b2oC6dpwwR z#n;T-Df-+a-sNijHC^}GLtRn7iE0456+5wm=SQ>;@HmUtx@1`f6b;`B8cY(zN1jm} zKDZGRbMmWht2AVbH4j`qd$S+Cce~UiSSHiV6Lu-d_H3}`8>WD4h$$fwxOP=>$!et% z2Cf4^tr$)EDTTES5buH7p8vzxn+HO@@BiZ^DoI2oWGNxr2q9!iWZ$zJD*K*o?1Qx1 z$(CLAHTyD{wAi=o##VL)lQGCL=J%R9oqO*0e!9Q=&pBl#^PboGcs`zw$McDBU$;4g z;mR3|cTt}Y-v{B@noz_<7x_$$T`VN1e#p}(FUeoi_jOyB!~8vm!BDnH7U85ful}f! ztv!En5E-wUB4Fmad1@}e*$?7NwZfAkQ5ky`J=ThL6K%uLTDOgo4|F};zSP%x3TKQT ziTMQ^Y@U#y_M1UwvR!iL*2Ce$Jv1c7%H)WiwQ;lzJVmR5^^c)t3*`F!npD>xeT{Ru z(}%BZD=s8R=ZZ6VwA~jwY&(|BA#mpB=@fLF|Iu!&Xges$a3x9Pe4+=_&39=gfCi+5 zH+trrzZ!`Ya#UM+{HN)7cZUpjX8%F!nb@OvpI5L9q>p1sQB~?d5f?~|FZVT7t)dE( zR#6D_87S4MU(vyRg;Su1v9h6IB5rv==Na?6(pv|8lbO(+m=&T%YSOUc>L0&Uid?!% zYjuD2tU!)Pk|?^<%C`TB6V5ZbTSXX*S5O|E*IKOg+)#Yl0-~6Chm>S@>qT$oAK79C z_1-u8p|M+5a{S5^L`0r@vX7bFAJ569ZCGymbR{}+J? z9?*vx=xwQ%cxnEZH_MQe1#w(AwE&_Cknu7O&eSc`n<1#aI5_ajFDk;dC%t*Yy|J+& zH7nwXx|*GxEj0^dC>%;kN>a1R%F0=Jd2QCoaUf*ogyulTB|d-pqzF1aH!9SXsDM)2 zS0Rv|+%8RY=GIWd6xZd;x3#sk8x)k}<)5BAckV~1n=z0Hh$!mn#%d(0dyLh(yafuB z-8l*m#1o_V(NO~>6_riHyEpd@po2g$paszRdPVsB{Jge-!IF@Zf&*QZ78@q3b7o z^!l4?=D_0EUzv{)j&@p!PEO|CTLd2fp8MAmWek7LFQ#3AxfF!x?5CIfd_KpTy8I9w z1YaKvNR>9G?^*3XEsuC=M3;*h{P`fss1rsnHPJJb5p}jTVnghMup}KQN!56=)P7V+ z$bfS&lNMd>w3x@2AHg@cT{(cclq-@qAa%hGO5zy*Z1A{;Fv8~%yTfFfj%&p6o2^$k;BU`@!s4{ARpKFA?YW#EZj=UK zdvgcw6sv&FFZQI^DrO@V%-lUX{L#9HpHE>N7UU`qzhl++KK2DLrL1IfYT-9+#nh#L zxFhnSJXb&^eRJqRaLU-&m~eGSYSzhYi2As^#*_RS&wg4HF#WV2d}uyMEH~xdoyxcF zO%+}#hvWAcj>_iNFTpmZky~@csi!xI>x5cuDz0AbyW+u06fOdN6nSY zX0b`gp4f=L+2R-Pcs^sj*~eGG$9TpuzirR~WdZC5<)!)Uhl@6PI1CL9!8j3@{2Fla zSRbH^JY4oxC5GhDOJG*&f0)VjWvj$9czl@+Uf5CxovJnl<#z*pW`76%#?vw?Z-e!N&IP~CwLqoTQ4@o8HyAfKbkwZz$aiGC zkzAjLtX^!aQOg=1*h^WNK0eeNNB}z`*v|J$0E_*LHQPyy2VtQ4F}x)OmHw?d_l|Aw z_R0`X*7R{ys-6mFZqSLMN^-55vS2@$uoE(wI&5B54RvSvGFx`Wmos;}a$&={#+GrA zP!puXIG7JnchrQQ$lVTNmbM>H9Tv$0p9OZQqb6ayk{MkoIY(&B*^e7=K2{u}u1O?wHCB84eSVtc`CB!%j zPg&6FNT^m%2eGxW0yyq`QOh;AudUhUuFVV{ui6oC)L(8YXtn)k&tXd4bR}>3Yz$ur zWaI|&om>YuH#=K#;#H0t>n-1l3@f@`I!b=|mV$f!YNwqqC5Q7-3S4#fL>TUB_+j9- z`rfRT#yfA$?%9AVIsqm>2yH_w!-vu~IE4tp%j8;UV9p#~7CDm#hZ~S8L%r%i_MA2*}i|du<6i zbAP@oQKqH7|#YnexR zCy(RzcXn)J>hi$_VVhh31T_pUETg+Vh$lL9lNvW79cl#71rR5cxcXZ4-UM+JGE>-9 z;u1u1N+Jl(BDt81`ht*vaoHV-+};o(~i(&)PU1=8TiiXj(vMYAxW?#{J3t!5DNaCQ0y3> zj$ZMYYm2HfdQI>X+m+Wg(!0#nz7b8$Vvn-i+dU&(+&y{Cu-K0uHZj$(x8Hv7jGH_D zRYyU}jLG-yl`i++xbVI&2@Ju@H}neMQin`Sm4Q>cP|n%EtpWbw+pYp!=Z@l|3ORX> zpT0<~48xM1?TaD!)RYjEhFL4Fa|H&b-XA&==pQXCBXajS>sSBip)+&OuQM86B3+Fs z@=?e-j#a9ndv|QtXYma|-n)ul*k^GNTzM@xC+BF1qmJfw=>{6iF%#rVPc?kBE;y=s zhKq|js_s04k)xV$XXeIdy(!HCMXY{U1udk9(JOKsY*Y$-6t%Z;8*Q~E*&VMw9dzJ$ z;q+flnj<7mq*s{QcKjm?lZ4Gpe}BRMsxp5BEMn8bmq85wCsh8g7pTRK?xbugI6)aq zl=fC@AEk2Y#-IOzc$C6B_L{E$it#7*j;~!km**$75^?l?Tlk4GCf%BP$O!x}1=gIK*3ICq6X$zD*Eq_$F#0;9VKt>n0k%a|Mj_WY@CWOBIuTbFbBkNH=674PRKCba zt!1`(4=X5L%0=Hv0iopY(I31UXzXMEw&m8J(@X!Fs#R9t4v;t*_wbKV$v>itJffux zl_x;;2W9o&k3jtW5{e*tq8@$xn1qX$_jGiyQpPEu&(*?iZrFF_a_V@SydI<=N%LZpT+8f_L zqhthhklH#$CTRv3u@sr{gnH-b2?`(!Pc-KMn;;IxsDm6(S|_b^%t!j$nAf`v*4diZ zi&ldEAGRttru6r3cGm^AASeypelK-aBan(dG1lK1&rgSEtD`fhunOZfZ5Z{x{hAd$ zQYspE@YNkDwDg(1-i+qDhjV_jWYr++k@l3p)O*@05V-4No*SCnzN)Lc+r#W4dt0V_ zh#az4X`QUnpNKhk$h01V-t9(lyoQhENJ(8?LGQ*GksM#u##%XK08Ul`EZ|0i=OQ^0 zcYK{t3Dr;b^-&4ylxPGgcv5-UtwweOslNyR{Wf@1XN?!j|I0)VX2>`&K|4Q_Y z(d!X=^dr6EU|iwP&6j)neAgGclPIPar><1742xI|ABa+8bp+5py}>KGxRJ z`MIBOTpN0;Kt-I@C6Gh8>!h#*+Mvvx3c*I(nBR3e(bm%wZt_6Ol*X~EZS4qg6OU!e zQ+$z*_B~3R)-@X32O2QTcW3>8*Mu6+_K(Tw>m#c@pO@i$dH4^-fc~*BWmpTqN>CVD z$SMDiS^c*?`SVpuDA<^Hre%v*{$5GHkB)zx3xEAd<{oewQI*$qc6R>!zTDj0@7#NB zl=F&;UYC~(g0`-1Pn1Ka9y)ZctgI}_ztHR+(%ezuoeW0B>FVmPQ-ok?a5wY!v*E*F z3n;6o$p736U?YMpsHuWaj+vksUAuxxFsP?{VL}c=ya0PaXFMAGSLLsD-?X{nOYzR{ z_x3yzqzPPZC!*d+2Q={-ykk{7!|{~+okcrMqNFb@Z>*h8?*4p7tf2ic?>ACa>MUx` zVl(8FLEP)tPi~$VBO!Mfeb;Po;oLdWjt@Vm$zHvB6`H-C29^hd`|#}i%246t`A-vf zWst4FdHw1xDQRU`-J@?GPQI2qi)u+0vOYt7mKxllM?V$I7a7;|_z}+0(J7SlUE_Nx zVl^jn3rw?QoE#}?nL^}k1*#tzZjov}UpS_OueSb>Y z&V+%FeJ#r{#zks&ovG?cLc&E}wmY_$#`xKS^V3{V=%}(vBmm(??(rYs^mS{_nD|RV zlSvPkr}_}2sDvqoFt>#5JF^o`MW8g-uf;^|NTSxk!!4>%-oN{lU0Y9!i{7^Ts=#GP zw7gDS{QIO3j!sdY1+OsjTceV~I_qQjy!Z48e_;ANxUaj;wHfjC1~erfT;bv?jC?)k zrSu{~m`?ne+u1?XL|F6?H+zvseo4s%Jm_u+P#bp-+4F1#tG@EM7&!+h`BAaP1Lys&)wI~BLSI%*UJOB&)=l@-6mGW;{Z2f46sCj!@dNAc^1 zl{Q*G_Z7g9)XCR5Z5iEKLg^p$$iq0n8K%x%#i+no0drD!`_kgBoj+NtmL&3}rHBa{ zR@c$l83y(ukG-n7+$^;LpclrT0a`H3{HdYJ-ywdr@l#(L=xpj0ufqu$l4o35CM@4E;UHn^E1vr;Jy18{Y8uz!j_mc-)TFd<2 z&Cq{odojpdKjb zWtCIuFs4mILo;#V{MKe}cD54W#@Hbc$O_*C$qnbJ2?H#>Cl8lZz#v|bgQLa&!R!0m zD!gnJY<(@Ep>N~*>)fnS31?@r!sst67AAo1T`E34^`BZ>f1Ynj<13(p#M?0XptaI) z6eKfjnOP@b^ZxQwnUu=co6xj9UdF%A9M(%m*W0KvvzsN=n@EqIGLIIg;iWvrtEeYw z8wpO4t0!V)&-cX`*tL^MWV|Bl$prxFY8&0?wLz|W=>m36!#n3Gl6$M?NMhdK{igZ_ zPt*D66UkzB82u>61Q&>0z^iE@R`-)0<&HXb<*4n}F_okQz=Z*9FV#luRI@vFp?1A{ zEo%hIaC){TA1~!Hj%?e#uun=t+%7>J!o+ajA7Fu?Zg`h_cn6Da_`v(CCT`HR3t!`= zu1)>8_b31Di{rpH_z?KCe&S{D_ zE~gt8g2-t(JI^Yl7!?i;F`w*wrJv}%StNm7yJw<(<@0BD z4~Di<%>1~=;`zUZ8P;&bAHU{h9{0y10!S!KeAlwer<;Pabqn3=2u%`2BXJ%^g?py( z6ur2ozaEBqo@645#o~lPgIAe13*lLCNLk2bP(Yd@KY4SvBU8*>!Ry4jit=&SQAD>oOxfBlupyYU1*qsqvl zqM~bYHVwMH?d?$w4Yz=AD+XZB8&j{|Ej*yes#1)_?=WhcHwoL1v_B>zc(q^}cUWIW zgzPko1m&nDc};nuQHCv{hb9Gug~b~l0cj@w{L{ypfA8ScN8m)i{UYSmD^*r$#S0uy zucdQRf_%rhhfd{WwAc9fVu|&h08|aOG&ed)0x}RS<-qaxWWs`+LsLuZ0q<7qoVtw0 z=@si+!oow)+g*<81$ma*+B6JjsWm(IZYrG*(sh0$Z^KC2+2#;8GxJbOBic6zAT98{ z>D9==@>bnRuN0VMM6vg^RI*PX?Y@SCVQJmtZI+@-ACEotfbi4B7SXhbDoJ0}y*ooB1I9ey+I zi?<3vf?!bzwhv3)*?w;p&>cAqPh%Cb>WU+ypi=^>P0JCeZ)arVP9z=}rL1RvZz&Q` zh=uCNN1MN|roT_L-$T_v#-aM=3YFx+YxlInEjTNBAzY`P|&Zsx63cK z5shGy>(L4(qZ|#tZmh5Tnmbe*8)nC*{#=CNT?{$V%UgHYGR|bb1Bi9IukrdgL=9rD`L+N zh?D0Ntxd}n#F|X~yODE;CsMzYZfrRn0%6oWqnaMv98puJndNkQt15 z@`QAgE@&pR{sq{XAUOohGOT!`@1h{A%Ez6SkYK|b6BA=EAX?!?@#)j2iz>qGb##5b zUVeTJ`;V{PF0ZHvhCLwHS|V{AuLk#!xPD(UpcNug04M>K#Vgl&RlwyF{-vuJ=?l)P zBmLZ0fCt22g{M75#=)VeY;Za{tA*=6ORnv>NYC2H=hP6dK!ZotoUVl0MMg!@Yz z8GQvye?w1p0AVOT2E3CGxp4TFp=-Z{3xvcBD*d$Av)WGDq`$szYr(s9^#W)474vqo zvr#UC+A}jVS0yDYDXOm245n0El{_0{IakdW7gaGx(XJSE7DQC^3VcsN2*nGitsd=Q z2S0*bi%xK_!QGZ}+kqT|yU)s}l)v4CI^(qJzJe56hcBkV0(y?gdL>|8jLl;Am98Lm zn#%Wk+hUUK9;RHSCx(;YhFrwc=ce%jM>dZym6)ua@lmhb8!j{F z+WD{HRK*Ds1Ck%bA2shn&zSs$Gh2(Chk#hT}$-b ze?8{uGc|t9XXijo)YKMPyn)KEaOSV6nRH2;TX6c`?upZSZs@t2cK=Y^Nb-E-Uu401 z5QH{WP?-NYtjw#D*@4y%Cy0(=1UT1FHN{c6mMS}qUR6~j>-6-(z6U_7(`oH(X=$0d z6Mz@~C^S)JZw(5IcS~X#PXMXqB7WGq78rfTfPpa8g}(`xQ;Df9yyVrl;o4ce)244m zV70WIPhCF!n_##PF4Q2$KgD@q(a98(;!3vnl!3E8Jj4lg<#c1&=KZh_vy3wzCfh#i=PaHM*z)xE&mIeB5S3RoG|(f zJYXmb^&BO}E@nJ@Tb=;$iCfp8IcIyy5y0ESr`+tvwa4Wv1sZkjL{)!9Rb!4_2Y!z= z)TP26nB2Y{BvyUz-n|>ohAf%R=II1A`TKguiCVAw^}Zv#PZkTG~k*KXOi101Qh4v$eu9b{Fa-xcmM)-E|G`sidro>lzm1 z>lW(zeL?;>^=YqZp6Tx(_V>^K6^+WheIJlot8wA5!T^3?8=8M8J^Ve!)blIRt77bY zp#Lll9>v!C;@ii$^(d;O*2g8rHKyS=_wI?IyL2oy3dawLpgDxUkt=}E*e8SmhvO=} z)$gz72lmvy&yR-Awzluy(+Sgav2>j?Va;iuQEb9G+B4NqO8WM_97BCQ4o*&m^0qua z9(HzlU?4B%FAx_H7rcDA+4_>R9cQ{@7l#_jbh9=>`>k6EU_O+=%6eOYJzL^oXUFZ>buw{9 zD!)~=aXb`2?_a!d%G(~t8UZn@`kKn|gyh*r&W2{}ql+ZCiBsgDaNa4<+88+9UKf_s z$x9t9Q4rNl7AqsAr3Z^;zS(Z^>ZvY=$Drb#ulLs*)z<6xFAHG+%%sL|f)d?_0nA9V zXQ#&o0%$OQowD}}kMIq%A|9t+A2sZ6IH`Lx>+MXW^16r^WChhtokg41l)sg zI9#7lj8I-+>bqegMJ)O9^Gn{HaHGe^mB(wGSrR{FHk^}ee`PrbBjIJUt`n*fV9V7; z0H%4kr`s0NcukhbO#k9m`|dN+iJ}gBO%dr{DuocZmOXeN(Iqr_o_>`+ym;qtV9Rwg&LOI z>O^q{ywTleMXw*U7E_SG*2X)9Qh!6`Jg&a1hD=wt?k`m=F=hr=EYHVAM-8je(AFNy z*p7}$*^KZAK?_H+jG;6c{?COPW_+KRk1YuN_k1ieo38bdPoPl}LaW>;`$-jKXlN)0 zjr)-4nx9uRWAezrhf)+wdQ$cW@fzpc+FFCwsZa198+2lOqi10vhE49zDjj3yy)lyM zmY^StcAQZ&0Roj!dhXz4`hEMsMdIV%U!-|AZfTpZ6n)=$V z92pyub$+swj$(6v1_wuij&nyw_nSbPmM(d(Zdi9QG<}~z3wp2I7_*NEiXO_T3I!E! z4g?N0@{1;1N8kWz-tr;p)m^cHdwwE+n;5@lrft4{eePvMM5+Jn zF5B?fJ^b6=U^P`$xlf=*r*7=r;v%C$YAKq;6Z#m?Zt1{=VpPa+acUt}=Ij?iw3lg>;Zi{AD zk^PyLtgEYQ(biy&oFKPhmETd3ysZeb&Y+{&zmj}EZ@L?irEv^_93Vdkm=hv~0QtfD zsCXXz61giRB!&8=aX{;IH~s3Xw)S>`R#izD$Whw_Y9IrCB_V}hloD?_A{FUu6Q52e zzXZ=mb}NPHyq8i(lPv?qX&zT(+_3DF*P7Vw!9dO2C)#kJb@w$8b^MeVIySa8xAgW* zY`~;zv1%%g_V&RWztG!1Ph!?gl8MI*TI#3%y-VajFQar9ic4;|2cSp{?qM&Ww3O7; zY$swLuKil;HWq*pnr;)hSokL=7l33?@+I?YCuc@tMLK_d?ENIbBK%WE@Sk_;-}jLw zhQz&?#e(*R{jlnr8@4n*89|T~JSEJtTg?_38Oh4U#kHC=?sCeq+%aGOJkT}(S3n|O z+YBHKaASo1O4$IS`Ex&0M(@PlWK44Ms!+IS6>XnL4oK(hkko5{M1+=#qN?hR)~>eK z7bdd-n82%Z*3kl%$bgsy-V%*~#}9zf&tH7`&K+Zr#ttr?B*(V8K#&>yC!2ZhXb&%` z)=Gc2N@Tw3DFs#u35n#@Im#=2Icki=L>@S`!Eyut9~`__7*cibXD;xmhNKTp1}p@h zewNOYGERIXoxf5;fSznKw6e5(N#wdgNd{#c2v-9EgL4N#+W7q?#?|=aWTEN($Jr7e z_fjQ57>kSeN1{RI4&7J1^k+>^4W$3fQv9CkpgbDDtm`Hvb^H&^^bL0a!zukK%HaQH z;(p^LEf4}qw=F>Ue`Uz?^70}9Lq+`JAW^SuYs*D*miir^sPojNp#Dq*vEo&QnV!DB zf~Xv+UFowudVL*`<;FV{{>lmtYX8cQtI2_U?c2EYaKQSR=chTN5~9ig8~r;pTod6~ zyRwr5V~l}C5d|4Rv+n-w6()a=L(n5)Uhr(vf8+&)tkwUO7xdkBAkn!UDw|RX$NQKY znwVT#;hm#kjZ8~(=A}4wie&D-dmf3rynM@FT9Ueg*3O|qeFV>oy0Aba2(x+UJUx5u_HnX3ovI-f2?YoS1edqF5lnfiVhka<(#mw&x>T62FQZZ(Q|zI{$trcwt2ooa{^wE3WmJSs3Yp$_t384W{0GKU7Vt!e6~fFaLlJCwU4Yh31?`2m`^_R_L&+@&z>H`JX($!=CEPr z_`jEYpl?tVo5FAbHDT8k8scQ#>Kt4O760b$z6mYQ#>>>O#g>16Q&Jj?Cpd@(T)ET_Wav# zc;CYfX3ToBe30V5OzU6MmaYXFygI*53XA>K#QeW48)}gBBx+mA-4?o{0M~K+r!?aN z#N^sQt_GE`#O~vhyvEh4z|_GHAn)m)(i@=2Y%#cS{`}MElv}q+u~=-VB^(ZqG*LYz ze;*_mTU6lKcX*8|uMMuwQCyK>6gsJ%5OaaofXKq0 zbc2*jkoWyc7J{vngh>PZ5bFGU6K0T4WIi==tWp3<>vJkSY&pZG^4PXZeO6Z1m*JrE z|60E<&JaoXYBwMRB8oEJ1K?Li6eYYDl#SFAFt|IVtp;w2ReUst#WQ?+;wCXyU`to` zQ*sdgYkdNG%vJxS8{^Ua{S#+)NUGV>+;}G`BRx}J}9xK@*Gy2t@B(Y zIyMoa1};ZUG|E8lu5Y731%!WYC@dr_Dpb$*@?ylj7GsRB>E9Llc9<^aKjbeB$de9}P_ds^J=8ZDa^3=R+S z+nDzh#9*E-xO|ZGUA@wJ$t|I>-Hxe)`^KAFsHCr<^c9v9Ka|SdmrsqkMNC?z`EN&q zqAju|ABmpSmBD2}w{4T<$Vt=VpoE#}9SEyp3t$=Msq80PG!l5}>6gnfk&PC8>67eI zQjj*2rkF#+N;wXVR1QXwxg zqc7;TE*-9`sH7A}(Q{MX#}hMm)4!9Aq578Tb&edkM5Ci3I@7??@;nx!U1e8UQhpT+u+PEEtU?r)jkJB=E1SRUtS zwWL>egWvk@oOw+(!@tofb2nxP+M>Orq*pXP+*z#LtFHe&}Hy zE;Lni>9Aew1pca_1dW}T5mWEG&r;kS!fdD5ep0qSzU3B$ygk*RpaS6jCD@Xt_tt!F z_vfQhwBEGkGF>U2lfr^?6PGP``3hfiqwCVzUv3QFeMSBt{8e0ktBed83$Toj{r2B-Krz$L8`V82x02zZ&b==9^ZvTbEZiD3q z7C@Ob8K#Tbm>-WO4*>ESkgrEw0w==dWQvPIR;tBb&(1Kd2${LqKE0=>t0HR>`pM|F zCH|0nQ6eud%j6B`bI;b~;}Kh>MVTF^xE-ACEk4#S?T+O%^U}D$54F5BV4R~|16k`% z`LRdO58;aK?{`haja=#!x(i#5UYjj;hBHeTGW%{b(c||m#IRqRg>y#cUp%XX7-2d( zxObg!q<8wVY-w%lJpw9sR0ty%xVq;9FC#|S6Ag!nbr8qBN2Z|JZmrcGO@0?%$kdV$ zIp((!j1SgLYZfQ7jp@WTLv>bbQb#^~2;;z%BJmGeEUjx|VxBYcH2T2ehwO)6suKk1d=ldY7q`Q>KbTaI-&EMrzyl%43m6laMo%(z@N%eOA$!vt6B=3(A zmx7SNM$9X~HgQ-M)be5HcMkRg1&X30srmQU5H*C=+ta0n zh@RJyz$Fg|sn;O0>ahL1+Ob>?)5rg=gYYA!w8(9!xQLnb_~11a-={YT9}4H&b4}lc z=UNW$CY~0%Pq zt$6i#kwv|Vh@cXTRr+>vN$Hrj1u0HWn6t1fG*o6z`3pbM zL?~!J2i^v78j#F318HrgKv`%qcy}iBiRB#W6@8*I&u~~@$!~Ee-tVJ9iK+Ydi9(jn zy<|VM)e~Zo(~p*#1XC%V_;|BxrH%VxT?FeyzwK`4euRSc^6SYKPAX?v+FDSTjc+KAzz$sQ$Ux(qxAot7NtE-VIxHE)--UhiQ{5oeHK74;3 zcb3z6M~h;+Vb7ub{Q|I(2CQejt6$kM9kF3v&_n*Wg6A)2g6b&Z z5?Gt`JU_jBJ`C!%{lHb;t6PZHVK4q1m#WgLk(&LMSe;p>@uZ2z7N1_0ErYW>RXVuZ=+6@|$8M)_pW_Ju8~pSsn22 z8H5Ch>hWqvwo>F?5hzE8P8WR|?t{I(JRP84p}b?ze9-cysf=Xx4Pf^w?oyk9`W<`i zuHVQAy;J^2?&{7_T_T+A_m!1BDU5^Yo|BW8i>i3EU6S`=%~`tFJ{78gxh1)E%eU0v zJ;{~F&~xWBeV%JZ%lOFpkPvp&CfGf6V3)^MJ=cf*_oqNxVkzgblvQV|si*Ze3iIPn zxe12vzT1yga86EH!>5uHhd}8*zFW6cr{J4n653{F0d^(+<}ommAKReq@V36GPq`7b znf_gQ`HmBq#)mcbixIn<$jVM#!X~!U85J+Sb=c@hr~~g2y<};1((7=n)gd)SLdT-{ zL+Pp@!S)RZ=5xHG{-x>pw=0-h<~;>je^=$+8~2W#kH@$2cTT%2g*5&y{D*Dqq}fg}fAM63 zL+3=xA;Y>3!G6-2$iYa%19Th;X?P_n}Y~^eq<3g=xRp zA(066GNi{i3}G@7;BL3)**&=CIkB6*bYpuOzJDiWC$rRkI=E5&*v6aiG%wZ0=i*Ku zybye1-p?IS4OK=>&P{kNpQLe46WB7@0xbT^P_>xpk_XJ)$DqL?-`pd(ciIop)&R69!8IeHe^ zbdP+|YK`-;vctzkFV_BBB=I-p0wVY4s;uJNADHcti4Ubk14`-VFB)UYA}$Hb;k1PP z>%X2btbqYijC@j59^LE$&4Sj3X##__NEz@L_{(r@HsIun5PmiyJ4L zqT;7h&4YjFqKlaXIKo-ja~WCI+_i*a-{jX3cKT10!|u3NslnIq79VQQx(?^l78Wm( zkrW%=|MdMb7PLH7B*3>kr3#D)j!3e`Ru+#erb$x|}vlx*ki7*Nt8qy+8f#ilk~k^>5C;qJOr}ZxNSZTsG63~i5ZSINx^w5;+ah|88tbJymzMOLY7p|x zF!5N%uwT3WzOE$WY4b6kH%I}tt`~cf<(9^;Y(;n5YXzQ*c~X3rroJ~ENYLSL;>1`K+PlYjI`y62HRGSB`Q15uv_=-4(AR8ucj)QsNqRv{2#W{AVR=gU zws=dc;>ahjq--vae4`vuzJTkCJiEK`RV^hUIKhZ3LeZYxd&QY-IFBsMr5hRY6LSX#?Tf3Y zDfG>R)!az~hO*KsA|$sfq1h=scCe!FacG0BWTS_P*U~9G@OShvbh55yGRJht$jH{| z(JCM2}Srx6pXb-9>M!2eYTl%Lo=T~(GB zmywZiVpp+AtHFq7VzaAiSR^Wq#j_Us1h{cDuIa^nvoXg8=j?-8joEem^ zS4mL?GQFvj^E^V2p~pV$rQ{9_j>J}DM(0h6-xfgUJuGl?V~7E6XSK|?b@t&ho|jrT zCfM?mDCcr>)?r2Ey=nYEI*xA~Q&T8PyTBhQWwqz6&_Aumnfj<6kScPA_$7kTjYv$M zj(@KYW$FQD6SfINAi8GN;v?vLIEGJzaVDzKX*9?k(9`!Jom0G%5Lk@o;m4lT^pw** z(wI=A&l4VtYdJbbag=i`0*TKJ-#Q0(&F$<{W}M0`zL=ty;6m*A+e zQ&ZVDW5!UahtY}WJ!?`DuZxOm$f}+w4dE9zE@|9zr5Biazj}T9)8s)fDD4%Wn+pFD zhmAO~em%J7ihb-wdU|jtAG{{^A8;KzFWRO%GNH}W3)TSN&g5picrM17Vx(-CoaM=R zQY;k-xBUOjh5~d@DRorZEntfWa#Ow~jQNW6L4z{fu& zd@QFRe`EKmdj~$q-?w&xU!-2}TIRswNc{0_H7ts?DOJZ5{!ysX?s{R~NBsTH1d-L&aoMWPO` z;W^H_JtUNqNYBHA`JC$bc*gSpe;WwZ^t*~9_uHOPCavyb;-5K-etTKIvtE2)@&euW zolkytmRsV&&21NxysJX!z?}0udY!$}gog@264lEUFvXkjhnCg_1!&{Wau}p`rh{>A z90Py%cF;_y`B4fqJ)_cEkn6W5Kptqc2AiTH2rgr@sW50Z7QQ>m={A38Zs=;oNg%htR!g=1>WS_>9kug8u*3}6b2 z*&L^J#qcnR0mHXV{=&|S>K-fuT4#DsdQ}8YUD)_&SlZd1o9cY*b3g+gB81<=yZ%^; zDj%6xah~rG7Lk$g`=MDkt{Nt_g$r3-ZfTJd^+Kgy8y6^-U>7cKo)yE&$?FkLr~07I zeW53F?aIS#w5IaPr0JN;-7^RdOMyJ17OR1t&$FO9mSRLw(Ib#aJ)A|#Rh)> z!feWC|CogD`*CL}{X#Zbf6IefAU(I#^Y(tadSd`fsI|y%^nXt!eQ>oDxlzKKKxlGD zqq3VO8LQyv>NVFD48P#CKAGUR(YJH+bOd8e=y6OVAqo_gJH07fZPpUT$QG}Gc;9oH z+I&g{d04M}0dmk1zJlD1L$-r*u{lXp&&CZd8StEd$b z52}zTx0t)NMf$B@AH|PPj)4sIH6Lf1=zS94yP>gds;$*1+m8eI$Vxf>z7V^9cz&-NGU^OI9ad!?~8$zGzNdC0ewIF}lzo}G^(-j_T(qPP zWC*nL(LLuY*Wc|9l{(94_q{jeZkzLOy{9{IaSFw*;|=h$3E zh!gg#n#r9Deiffc+eg|;2Hk0I+IxXAfK)RNKB*VqiHaP>xspA`^$?&pUpf~!0 z+s^wUl1YR|l#WIsZwx03Cn$QH?RU^_?Meua=wJ$H95O5pc410+T9ZKr5A$#lc$=AN z;;>bs2K|^R&%zgba@|{9ikG)bwT5P)j>NzADj-^d!2&ou@*#qCUBZqWWi!kYr?^hB z#KK`vk6F5QROR`T{a(lXu;r#_zU(#%g3;E1^YQ_l7l2h_Dr=z%&u{g5^|#=F(?^zZ zz%7nXHyXg(+p_6WK^KK$53?5!dk%dG@QqV$(pxvUAYA8}$ficK-m;r{&6*oFxdu;W zhtPYJM6|uQPEJW4O}*(mSXwCBQ6JVG#)nOxm++fo%@^18hn`p&dg}%)G@h)F{Mykh z?$c<(zGm@7lUaYig7T;{^+_tKn3^dsby#*5YQHNt*IIE}s?i}(PeIk*2%uK~^+`mo zztd{K1Q()^{JUNM*=a*VF>N75v#K-gNHQ$Kvye%KMa(s!$lx%H7rGbH<%eOD*neMc zxga#|P7TmNKqpc7$zeq(ep;hck%G!Bj_0Y#wl3cD$te8=3Ae+;By%61PozD`@B zvKK{bHSW*@m&JT4;_zy`2J-d=-UB0THEOA{fuQk-82oRk2-@v2x3#rTuRM zVwe}^+oTGq1-&f(w|cuEIu3`2l+gi_ei~J*@F72x)@_9;}P*+&Qo+JX+*(T5qJnHbEDGCu7R?KG+G*cd^{2(Q`#AP z$wG^PGIvOz;+(IfR+LrZ@pk$wq7VF_NsJ~V$>kAJD~i^2;;(LrRIevy?IeVs*xik- zunJ`fc;c4!hT`pAN;-d={_vx{jo%9n7B{RdBj};<7Q=XDqYl*FZl@w9Gya=|t~Z~3 zSGPcMU~YY=TOm_3JiacwnZ*gj;A1`kdzXaFU*%jIXzm(1-R+Y^ssQHtPRy}ghR8IZ zz0c(jKij!U?>oU>9X=C32Jr1CX4loI=Se}iB@#E2uiHMRoGUf1DVyqHOsx+;^Sm0j zIufV;%<}GbB#-8qpj$pfs%dG z{K^>;)6lE8hXe+6Wh_QxuTMJhW*T=lOi)BRIiWVIrj4@QeVfdBc{9594K~@68;{pK zYi8e(AB_0<)}BfqO&Z!-7T*UIsR7^FtE+KihBH1nK1}SgLX!NdQ8kM9)FNhx5g?Oa zTxGB_z|fEVO*G6_pVeH^UL(ZVWoCG3&}p> zG}#%%p*-hZq4#gZ=CNtJS2jhb4qT5Q6t-l^9Swy5Q%%nYJ?5*ElW|lMZ1kWp#3}G0p$Dk$cBCx4wTHVSKZwj)CA>cE7YQ>0& z1v{2g8#sj{ukj(e#!7-Fcbu03<6%AzH{&!6H+UzZ-bD@w;2fmvI@8)G3yp^z1&2C8 zs1Te3s%tve8g})FcsvF{TS*f@wtL&7^yL@_+^tD#2qnRR!+QvJB|o~#{sABn*AZp{ zJG*)iF@XE7U}IzZAWEWpjX_ye^)dVI?m9|5T?Hq+{lHK>iP$kMRb%f?*)bamR8pP1`b* zAnf@gHYNE?Ae|RtR6}Q|7u11}Utd2mWDoza(XkpzIf)A|s)z24EU4EtG+}q&vBdT7 zo^)w%R%(2-#jZEkwl(4?;ruk;p3imUB7WUqnVyK%M2)*_&0$hx*X1FfgSg%XWcrio z6e}!gD~RR#1NVdBaaDD_$57lYs@JENEZ$;*uIRiNvx85D?>sc*jw|vXme1C=Zp3#T z50NIEK~?EchJ*-gsgt|zT_)#sxL3jdjHzSf)wIJP53!|mh;}BF}!xPcO8OU)NEx$eE8^&IzTS@te2S{zoA$hbjRPY^9xZBa@mT|wXJJzygL`H zGSHygoY6^%@HloqeWA#;7`3~>j``U5-D1ZoS?7zliR<2(Ia;u*yqg2NQs(r153bCI z3TylDs6n-oy``ofi0%^iBZjSyUz4v=U%NJUm!M*G+O?c~-1k}iw{gCI0c1MY2 z+@F0@-P#IWG$8L=Q*NIUug)~&PcP5O7lqetxj!6mfjzx!(>VWXvFymOZRK{P!joGq zDXqe;r|mV+u1MKCq(0i@>ubKhic!IDPsLZ-cdFwhd02-$$Y^GtL!g^73V?=Ls z#DI@r%aR7&dC}*v;^4S)>3EeeaH5@_msj(;+Q;%G@J=mw$BLYa%Jv$5A?)Q~LT?7o zkfKmbuBqSZH1(za^1Lt|iBnxQ$~_s)ilNISYTkR2*6(wwhD?DFpV?X&^UK#lefSf) zYcmsTc>tLw@rE}Wp(QP}wgPvLUjD`Ow;cN z0^D9VO&eor8R~Nj?%7WF1ukPwVCbWSE$TE;TeL?pVsUu(Qy$$%I~&&26SD|w?&X&v zkKfVJe|keaWfQF;BWHZst>6tU0cz z->eWTdBt3m*_C%5y(bJujgw%{Or)FgE^OXcCi zCrDCjCKTW46US-M=#A@VRopJ51n5LJNua9Lcx@*h=k%nC%rn-U_QKo3K4Q`LPC5E) zPVAdizUl~(M7i%_a2Ft-Svijy?aZ~vZ`Kkp5*7GQW1J!ccdOMZGr|BI+TCtR-T@#B zCIv52@*0F(WYgnH+JN_3$F&9HhN1EcaKJNiz1&J`miQ;38V<_-=Fu=7dB>wIMkqQ@tTfTh$nxjUVi@R(iy{y#HWVVec8EBCq^<@7?l}ZQ%vQklR^(8Are{(k{mBY!! zAr5G`>$!c@?%7Q3isw`k*{|Q-*IvGJB9N3=F-&FXdLAD?y5;rKr0!X-qhVJE=xOMf zOwI$mCD$?L@#05iyJHhCzrGz!&D%HFjagrjv`WX3UZ^6v8}w7H=~wAffUM##$CR5U zSuEmHid1RF9kblsU%A#dZM&6NDDFbA=knl9q;+=k4M^ghk+XZ&Bg!%_4P1}3xtxsb zD4IsYPeLx9Nf?Df8uUa@+2Y;ymk}g1G`tW9YOB*>lP7lcad0S%X0WIli2n8)fR@5hR-j|R#)EMU zLf&uH8K$5}=rHyuup81#+i$de(hDgUKQU;Cc#?(+*zNsL``WQatCy)QX^yt6d5@iM`)Dw6?n+$m6gN}v}--ZIQi;cZE=78g%% z2=P$l5%ZbDYi*xWnkl^Ud34@@chhS!{l?6cfzg+}HE|!MAw?+b?ov;b5DFcu#+kfY$UEvMU&d2{t^24;%T=E8!B5UuZ6@uQ_sOvYh* z8O0hO8qR3R#M(|)Dthd%wX~V@LC*=&IyAo^aB*VEaGq`+ z8Yj>!)MKF(a*48?uC39!>Y11Vk>3nH5%E4w`JEy>rfX@kB1V`pb#Q_dA5Y-c=@a=O zSYh3k)yO03t=Moinij@0l$WkCi~A!h3$#bQ$Jd3%wz|CJR{F}xzwV{fAGfhGN0;uL zFG8~O)3Iu~WN%zbMmEYnuJ^{i^Np_xlZ5_&Z?ML?=|f?ZWk~v94G3!Ucocp0kEXRp zmG!4sCMOSuEz_LWkS7h#iK)rh1?jNxFbqlh;^Q?7bXYrmwJm+IV3RpH7pO&se6*@d z`({0cEhpAHCZ|gCW3r$?(x4#B*^J)X-MwayFQZ!~zJFh^Q_fhel6P&Ri)2GgjR`07wEnns2@95bK8W$Lp88~$9U*&xgEGZ*X(_vt( zt6LKi;-c+j5{w-m;=9ENm$$DvyYW9nw(-w>Zb{G$jt>%IVY@T7xJ5a|1~vW4!^^84 zdu@DjPkyuS-9gX*L^068!GI;LDjXzGZy_u?@a|mxJX)Hd>oV-IA{GP$T_3FoEoJ5q1D=E24i)nKh?@0a^R1U!li7LJPL~69&f?Y~ zn=A4bj~^qOn#8R0V1USvDTou-$O*8D{Uv;;FOp$zbwEU(3ZCEs0xjJ$O|pbf;*j% z+B5r(*{(V+9sbPB&#(ZhZj1AvXqOj@@ZBnPP1pnzzU}VGWr+!vfCX}l&CBV8AUkzT zmoEZx3C~`=<*6nc?BuALW}N)jNmsb#0C*>?#p127|bOZS(`o=Rd;HWdC}^=Xvgb zP@eKr0>ngkUT1gvZ?o4wF~a380G3&BdS2x};Nme-0WKak=K!dgvbMH`udhF``XFXt zkOJzIJiJ0jdgst07eG#B0~C3sICy!a(|~fd4nR=xF$%fsodeWI9eHoY8YX2;O*8iW zQ#r6UqD){%5apBG!p{Zh*hU0E!dp|5BStUd$sZH%<#8DfWHbd%)bTO{vLaW^W0s%^c6a*BJ=! z@|NGs%!qNKcZ8~<<+ntbYB-90^(G1v;z zRYMmUj~fBYy)i4}t(*)O9L?9X8yjHY_rXu2^N=^h3;Fr%_JslT$ctxVA-|#ze%!-9 z-fOyXnI_ElTnPx@e)EZ6|9}8kgq>{g=70F;x$E~ZP!euzMMCOsZq?=1qdn_u)7Mx* zb~PX?h(p2NzF1OPdTte?7yWFG10F45)Y7CBKilc)k-#ESF3i(Oiz zrXqZQAY0In+wSduky0=i{e((NN`C)okyZ{$^5_EXJ5i+ZY7HM|OiI}XDB3Td-~AQ= zAOLgoz$bcxVrm&!Gm!ox`u?1QJTRYA6!2I#zBcrNl=M5oU-iif^!?Js{(n6}YO#rt zzYVT_##$DefZ3pnxbp75P)kJ6>H;l`K(>g~J8X&!2&%LUcuVUB=l}?MJMt7Eto{y0 zs)l~@KsUPOx^q;5yWmu7o!3hb$G#o|=xSS6KF=IDs)};%J4T{Y=78J-RgqWjjEEra zy}UG^l}oqj+*^-#9W6Sy?AxiR z@bE|M`!ZL-vnU`SFv10Nw;BS*bU`RvkktqX(|9X{PRH&wo^V_E`Nwvwz=>J`V-&hZ z1!U${F+M|Ifgb|s=Mxc+wx>bBHTuJ_z~Cta?=v$qgAX*>?~eC>QIMB+ETea^W5H-$ zzC+2X`~TQjo85=YM?bdWpPTZJR~E*Yh=a}8a^ZNJjSu{ke{9L72r6$mRaNeVv8QwkC)^J#@^d=e(XvAZ zpriP3BClO^sxMLsBs)wOf}2fN`oxJh{9$ZL(GBjMyt;3JN|B zmq%*Cm}|Kyz#9yyik<;Zf}d@&!g|@~k%&RSwKYUUuL2x;E(8wLDRr&z>N$nySBe+v zrno@}DLkK>mCLY6+v_IS=xae%16y@7e7xF-W*32?4?o)xhih;(T!CUx7!orx`3;ty zwf^y&u0dKdxxe8)*$o1>MAYlEh*7%iSO#Zz zZkw3+ICNDTdy+7KOz|XZz=cH)cy)9epoQtH0zaT(b2VL!H?+r@cQ@YIy!kHaUlJP zt63wxQ?P}q{=w#?xwJbhvOYkSg|%oq0UGf7wftf>MA)o%zvFdINA9E3>9Nkig8m>Or>TRxQ3 zp6AL(TqFnIw7o{fAj+i2t7dyHKNIkSv-Le1@1mY8!gVVY_Ui%QunKiV<^K82m(jgt z(P?`4)IL+*1o9AxXmJ>+i3KWbFPt_fw0S@1)B5|{h}v#g#7fD$kPWMG*>%b~LC&FQ+JZ zA+n9Bcv^f?AJg64)NH(J=#@0fRyw}lyYvDbqq#$sh*U$GRE`rB2M2gZQZFRd(FcD^ z=w{(yzx8aUIlPDXiZ=Z8rEBI!c-M#PFV7K1&dBLsue2I%*>LP)-0rt^StN^OQ1;>bh%ZP{9eS& zPTt|w!lG8stu)+%+%YD|hl$y{NH9q)s4Crb+gq({Y&R}WFo3yQJGYr8$s^r0Ey{3+nIRn@ycx$CJh&_d~f>j zm#vgG=9l{(Je{oE%w>J8Uj=qV?aB=;ZIIxncex*yE^)Ra_)<_jETPx~{w>WeB4r+Z}#H$+Biwgz!T+d3)|lZ$wQclJ8Vl8aEz@O@$`&2g34Q>8|(OH9+s%BFudPC6OO=PbC7)8%^a)yGckW8H8(HZEiu#!1ML! zQMwsvB6E9Bd$djaKJH4zpq~%QVr^to%$&FG(+Sg07-*q!^sYev)%u-*$VzTM$1Fk) zby)Ut;F%<@-`lb?-WwsWT>XNKK0doi4K32DkyTlEmASWV;Nhi9=`K#l?Hk@Ueo&R- zvkTOxP+i`zLOPTT)kyEz>DIU8H$kHtms5}mzmZqROzC5mi&L`*@#f`D(vK8K#L8OHr_7)$$x`TV)mTpTSbN{vx#-D2cWb**PS zt`vVr%X2Fxk47(c4?k*lEz0;vRcp1mSh{sL2K=s|MTVnSlBq+L+UVJZ*bPe%O zW@;4~5K~g>`$|{dVJ>!s8GyWBAlMu=fCk~1kq_4pr?QUDO(4-+8nOnCWkyFki^SlN zp1rrWX&}DA4*V&caSSLRTqY$2rSLN>HVT9^NKHuqt_2iB07U%p4mQXx10mnNBvbk5 z%+&s4?E(n=`7`wpY1_P7dp#J@)xN5rvUi?brCCZ!y-06u1A`j?In@zjCF&(P4UyakfNThX~@hRav|;uM>vupX&EuV*nSKDCwzdr1-<}Nubw>uk zyhAZDDT>ULv@fR|X*xY^uc&Hk^hW4?51Wghd{A#b8d9aE?>#rWsx32<2;%XXNRZ{Q z%VXfbE3B4a7yAw-hkWa~B;14;;11DwrL*G>K%z6TDNlz0Ml{yTtk!M~9T5r0i*SQO zD)DugVsDf*3;T_x<@@rvp0L{z5&<^$+JXJx2Pl0A19`SUn~i{O=`EJz+_*gy$j zK#WSoHMJemy=ZSu^=6{r8x?IRS+cP@K4>*Gb@hlLDAn^`T?ODm9Zh@tG(F=H(d~z( zG64V#eA7IME4`=r1nJtUjz4Feot7px`E52lXQnh6bAa11(=n%75N^%@Hjdd&Ou*{# zKlvK!suS?$jY1ya%co1=wnv7F(hG8l+$ldwCP~zFF)?{of4rmSFjJG$X{t3v11jnA z1@caVZ?!tT;U_I#hS^H zIBL2ur^+suil+)y>JX@(RYvS2_ok?3yfI{*h`sqNyrQ#HOJk{sb>2?|*Niu}wm~-* zds#mDo8NcA0%cvXoLXpuXQ;OYks&y+ReB+&33t|u@~vQf&v>??P5}|*AhfM{)X4V!18GNx|4_F0Pr^N0sZUjJKA zomkVk73Px$9H|l7yYuB6aGCMw!&Y@g%>2o zj<@b)8MY%}jcm<91mUh`Ju!H#O3}E;Zx1(M) zcDjl`UTPWN<$==hEJ6Ur&BBr{l95dBPR0nld1x>@Zn8u&;emq`7ji7pbZwQa9iOxD z21S<>A`=T!p}@B(fZ<=G-tPlT!UU*R7Y-Sz7Xq<_iveGj$w0sy!=_6IDiVsf7G|L? zWnELL)w#K!Q_LRU!;Q^J94q0HE!yvb>N2Z@e;wXI938z(H9S?LMeN9SS}E6~t=rH7Ycg^{lQavOlhn|=EWXIj28YpU!uArG(CCa1!FMUdYlhQFrK5jhp=KP` z(4|jM=Clwr)#x$EkXf54c%9_YVG@7$h+hB}z`8iEBoc|B_EO(ETrcQ(wYNU0yVUEc zlpXId@FH5+T$~RVxX{IU@9xS3!@%vy5VK!=;Tyh@#f8k zq>gU$2PZU177riBRlEr;^6aP$v~T0p&E%!p-{rb}yQDj1KK<_PijDq^tvn(^Q{jnE zCFO6&fy{5E{Y`eCi^84rW^O=5(83M%&2(W_YSG3%0@zU&0!11^zwl>Y;|a+sG%IeerTXN=aK34R4#9K8;LwITm5W= z-sAb(Fny~R1?BFq*~-*GkV|z`!U_4MqQ`D2$sD5m{IbaXZDFvNX|Ud2%#^Ea_Am4_ zU;6Mqabu?~yxF8>$Ij&2yWRy&M-JmJZ!Y`#`hrwM&J?N%V){83Z)dYgbZDYCR`V9{ z?86r?TyQFhR#d!{J3*4ef(Wmw^z#W`MMKnFUZhDpLxkvnloZ&c%VPyanccsrdF~mn zlFPH>$p7J2(dFCk4i=nk*@T&9Yk-E8M-Nc_UuM&NPv5w!bALuCR9B@$NwcsZX|Bpx z?~Qsxs^>8GfY*N3d-1K~ooXG3k6I}kYSUmpHU%L>?s*udGwy7441#s*0$20rA!&q! z_~9of_k{5M@=H|*1~$!-?}e;s+_#`dRfVJ>4i~`x?;>ZLp^e8vWvk*^AN1z$R=OxyFk7af4km4H4epB?m6ypKM5*x~suKq3-7IVY~U>|%>C6DPUP@ziVf22_G_&VL*sO^}hbzw_D4!J1R0^wtm2HzH;SoQuwvA#|cP6Ih*FWPOp5$+N@-s zR9&cRfsDl4jlbIOnGdBBN$a`$;k$RUNNB=YPPH_*oqiIq=K(uB9sqSxli~LjF1so+ zlq&3rXUAgMv>8oJhwVb=UY53o2v1ST%XIa6!JDmG3yvRGjU%@_qbGwdkgp`^iwVW* zJ9o1K!DOxR{$maJQ#Pjk66ubq*6vOhf-${Z&N&C(m+H&j6e3O;y z4C67|Lo6Gj=;3#F-m#r5nd4t3Cuh{sb9-MiY`WYJ?eR1Z$^}J*& zH9A>Krm$Aak_LJkziG0JwCx=OD}%3HdbghPLpDHnDJdgedG#m|(RSNdW=NmN`upe; z==-u9-zkVZeK)HlZHf!y>p5}B^ zXXLaMhm*X2n*f&_=gu~irDQbup#?w-kbF37YaS8V#=qZ%gR>n7eLK-Az}T- zjO{(iER|}X&{&kEQIv)K45R^4&+S;Lkoq*kOVG|AXj<}D!NzLjZEH3!B94RUq~+kY z`bm>sHvSYgb=7mal}}3SvQvavDdagyOY<=NL6ue(9P9RAP>6rh6I)ptAg1kQv@Dk@ z;_Y>iLPJ2#qWAu3 z*PGB#J~;j>sm}yx857Xeqzn`)(F8dPhLZgA=w2Ut2?Vi)`m7YIxp&arw01YGw(?SA zK_O?L$Pki{=r%2haY{7`bDW4%e3nmFSIJqCJPta;;9a~}NQaw$jWx{|z5*33zfHla z=__*TnZ#>$Dxx_4jxJ%Z4!l+y($Sg$$z4a-FdJafM}XaFL_@&JQ5FZFN|ZB^;?F8M zPCZ=t#81@d*Q!|dtTnd}jio31R|FrQP7^}HLYKT*OZvkjk`p;wTC%uueIqVV^~pD$ zevM72<2|kzd1M3uCk7O?*G_a-0;0m{L2%>+N5V&xrm1m#;ywKC0b{#)8AFZ2b@%mx znA_XBD*O+reRM2gHC`yg!kF#iFu?=<;*QVS3v*>TvIai>s|&@72FXWx$%2MLxF#lx z9X^BcVrsoq$)?9rIq_m|$Ny;PIeW<;zm=U^9x|a+(;K-5`|Er!kq3E} zdn;eL)=#w@zW>6} zPCjg*5kXxN`XHH@o{{lB?~}2O3tg>WBs(dJMCq6m5@zoCKFp7T}E#nJ57PapC+5ytYqolTD%ln!jcvmt7)oa_dFqX}7|eQ6*7%Mk?X^w4Wqww!Hu)J1Qo+ zbF5!tVF|EH!e)tDW<;b<~QZm zfS1X6s7$PQrormfpP-eCXNBkY)ZXKK<4F}V6$;5{jpK98o;reyb^xdPxA@OxuS zMZH--{Ni+dfGKq{p7W%`){#o^G^w7J<@Vd)>Xln~yoL)iNdWy|DziXHb$2XLDWl&R z@~xX#yTLk@t-9M;sY{ydA;Ua49dA(2$o6s-V|JW0zwEhpJQ;IW2sLojezpDs3>&r;gpdFg-iH@^XK;BAZY`)?|66F25oOM-}GECgFIFLh~{<=d&Ey#dxeMMaP9 zGKU=o=$k%5zU1=&ZKt4JVJFZx z2yFP5021ArN*DL2fOo&My(j!p^NTq05AUqZo*oHKZd3uN3AeSXD@hxCCfsVZ!$K^IFD@!t$xzQ~=imY7&B;gBTIC?fm) zqd}T9OXRE0;QL1tuix<*z1KLk7f z3iQ&XaKJ$&z%b|Qu)&MQh%ft=oN`Zbm%V^mPK|42(2OkTl8sJG!EENzX}v42CS!{5 z^N)#mk$#k5qPleHQO+P7)wl2-?zF`vg>gBg$ImS9C8sPRt&G+iicS?%It@HA5N=gRcK!r%%UDU*c z7Q*k+rHPCDos#lbaT@*NNnXUA;G%z&qi1I?Kx{Y76;FQ+ntz+q$U+yHSD&Zr{B8OF z-7Xr@xEQ`7A@jHY{`+6QqVGP=#TmtZ-BmokEFDnX<*h54CaKh~yKFgX>#LS~tt&BF z<3>x1|3IEv&e`3Fj}>A7Qv$*$IY7DxRr(ocv&!1bV|A`YD|EcPF^IalC@Z&&MyCA+ z5IuMpK2+UBcSU1hWtHD+?0xj;Q8#C>a2Akv0b;3}r<{NmMD$dR1}HZL1OxzA_oX{x z%o`{jWETwg_{3&>O%Zc(sRVr!ftp%q|JJ63G020efK)@~5ilMu@LnyBQuHj=rd_f|#i8o}-R$#(5xcSmI%C^h>7U z8X7TkkC~f$&{k1S?rC`brp>k6bC-7K_2Xrfo}iG%3Px5*1P|QHji@;ku)IM+&uA6s zHsZ*m4|n4cpdHNOIG{1z0jdMkjN4;*)-oi(8V-@)039iSAtr@nTTiZ@vt%#HZ~6Y5 zH>h|^=tsCDj6Bc+CK9sb*>saYlkY;j`3_Mqd9cNdL`3E*1hTN+7V_UzhZU zjO9PyyCVlQ`XZ~_-u&NI;n(yLD2T&8Re^5Ypta#VEpFn!TWOOnHYOGpx+Og(CT4wB z#}LV1yF`-=5aX+>-oDlb>q`#=Fr?pXEq0gAoj)G|V%FCHG+U(}@9`54b(jktQ0j*5 zB;Mbh$$s97*gAmPKn08ND}HmGU)GywTLl!cMLfO=*!=qLzfZOQ$R98>Q0>Am>)T=~*;vuxli;w6y1d=S%@s8*}+{t}#*Yza- zzLI~lD8U<3*kE z%RdYo*D%fc-rh%1SymxT{}W9Y@!X5QvmZZm9ItP!zP;yFf9Q2zx5CIC5gnSl{$C^z zG04z(nc3oBK!AVQ|KBH6?2Nwzx{vU4x2I1_Rsw%#LY&2RP!Z5iHVU+s_C&SY{{@aa zgK4AF1W`;)PGqVA%K3cqMy~(9;1=wdK-~h}cq;HLK?G169#Lgq^Z(^JVaEW88`?)W zznhYuA3cM~4zyJviyH#}qdxd^i7G&k&j0?!vrva1+f$hXI6M~IYZda9s>E+@NVy3_ ziF^c(!c;UO;F z7)6(Wx8aF>_3G!||J$iL4Df?+CYd<)miVHO;Dka8x)$5nUfKxy_a!Niq@ks~7ZDLb zPeYRyJrr#9%NHwG0ry#}zoBE(r=_l5-S(03-^aSm=nrs|cJDcyf8IFQva(0u{rJ6> z|7Cd}pqF>IR+;tRFYvcnq(-~m46>BL-&cYD+FLA=F_8sjIt3Y;AcqtVlm$jq;x!+> z{#xQm&zqZjW#rAxe{IUAteXZh4xkAllboC!@%8I^LRi*b4~$?lnDN|j$MI6<#3#^3 zHB2l_h7!ks>)u1*T%h@jB~V!Gjko{wr#e5G0Amvr)%S^YaF9Eh2hFn%BNEKv7k~K2%%u^4 z=4N(SWZ`NS6qq5RG?Pb1a$;g(hlw&`VeZ)2iHm-fPa~54+VW-tF&9mI{^4+thH6+*T;Vsg*6{^{5J13@=T6wOCfHq5tI?6J2`PbTCan!I`TLS{Ij zv@_(3`L&`i5fOj684F=dGucK+e2ND3jYpR%4bZTLfRiUIV~KPK_@zEOVY1f=f7-4e z=ef%OuCTzejMfZE%AugV!a}C+7J^199AuieDT%VjJ~#BT30%0wjAmAin*|)Zo}PyG zc>g(HzD|V(*{-`9Rv-pPfOV zG}wcE0bysc6Q_)!1A8|=yXAFkhxW1oM_!(#%RXoWbJIN8J>dfR-83uSm>;o@e;^~+ zad2z^61+Rq2FT@4@{-kzJrmo-zAk>!w&I5OHn{Y;#TilFn_bvDlYB+W2S0;93unxU z%CgNmq5_>@f;IC+(m20HSp~0m3(IEr#SJPOv^YPWXu2Nd5}|#87zGJ9g+`;(6-Guz z6hhn&a&BX~yC3b0`KGv-4I?@rr%R3%K$Y+-NZz*RIL?G$%3vIGnGoTQ8~~Jjx?Yjf zTu0y50Ax><(bv(Pj~|q}?AnFsIYkWxnOq`n06bGxY!Z{4aIHY;$Wgtkoqtz6qUL00 z{ie{guawmDY1iCwAnf=cVrn@v!#)Pk5Zb_vL~q*&xphZb_P!LRx$TUN?Q6p2rJMrcA7h82#t@MI<7g9C?l8pr+bHVrS9)Geyqhgw@|;H z+94JW)tv)Uc?0nh$vEEh2PKBpe6dE2a6M_OSLj8X&B6o{aIq^ZSmG+2!UXT96)*^5 zVxyu2;Yc`SE854~Q^;^sudg2tzz+r@$yH6Z$H$4(R%YR!KGDWI?9}X>zH6zd>`oAt z*{VZbaz81-T};U5%&*Yb`T(dhJpwQXZ3wbS9aU=}bk<^RfI(%(ZQqhy6e)}F811=y z)GC200a}h3N0bO`TwId2qF2p-1|SCLI9i_b`tX4Ph76G?Grz(oI^&I(pIe_L=ItFV zuQX^yC;YV?E0P6YASCtW)-jY>UT0G@&0<(mQMd(JjoSDt9J+JgsAuYEc;|G>l}X)G zfAn>%p_i)apv!25-2HBw$R5GvQXTP=urMQ*oA0mFWJ7Rf><3d7aU+-oQ1#sJqsvUK zOWz1vm2O^0qoAezWD2N+0CvcX<^u|H`HmK<3m`vpql=Cvhui7H2SDuakG-?p2E(>~ zy0VDVe6#~?$u65G^fxOr3iO>M&xwP8HTh@2YM+aJFA$6V?j708MVZ-OoMo?x`sad47@dv82qB5S0d?8=rc_qmE*GG+a+M2}>VM z6Swz_vEhp##L)PdD$B{OQr1HBZZY4Lk1u!y60$Nnl%vF{U1k;Tg&aqeu1qR1*o6;x@}P*_bh+#=yWmdv@9vYM8u^vhQ@}7F+hAWcfySXN=3Hf=TMn zAbC~=qg8mJqE9^VX5d1%aMKd|omS92}BMV~Tq^bDxXeBbQt?rzG_ z+zEy)j~d)-W~G=cQF%n=oPF!3n}=QQb9v-(V1W1fP4wI+FHd3(-#Fnh^Q_IGj>`9T zRinaR-()deX6O!g{1|-P-ua!`Lcr}DZnSI*;ILMAss75kMCjajv6@DOgX|tH!F)8kp>P5luilW zAh9vMQHC^M@}%yt%t@wiRlEw@7#h#;)aw6>!}R@N`FcGiI@**%5u`9(!}Hl~k3(CP z-e;O*luTJ~%`aHT;4)K+-diM#lJ$A?5*rsM?$S}?u-t;*S^1wPseu!K3G|(cKTIj) zPuTfAdyYL0k-DgHOH@E${LN(`EhF(F7$WM+sM)})s6TS?E66(yRM{Eg;b+X-s-3=H z>h0=^0?jDpz+n(%g|gQeV-lG`3kyyP-Y3QW@&pDEAj1QYa6c2wxS00coZ-TR6@K%M zf+8YFW$J|a3QYg8izN}!$;Q^Dmb;o&R^`s}rH;PI*`n#j)3CgcfyY9-tCx@3CtU@x zj?9yMUe%v;Ojb%PrU@UEwB_P+aZd~AN9*^di&iGh>_ zp`OWulKpcl)n2FKmB~k`sfKkUYPYQd{tDdt=78VPLb_MNsu06fZqIXn{^kpIcFIAW zmHFPpI(L3U;d%?hU}5ywp~%5)uOV#n7*Hxp>I5M$P}bmDUVo2oJ!@|RzQp(k=qXZ5rP zO+=&N@Uj+sRdaE}%=1^X}YQYX<1Mh0(hQ@$wraAjQRIptL zXAkP{vwVc$R(t1aAP%<@UOhBs5L|15Ks{lISTFc==ss!fgaQNwLX4!z(8OCaHFuG@ zbV;3n8&tae+AgUmpTmn6g}>a{lT4CjuIjqHUQ4>y;C}d(ZlRrtD#BO9sft_POtbRI zRC&u$?b5vm4-C3B{sNqFlBKn*&0!LMcJ&`@$|e`Br&~m@=3p1ZI9pd}aj|8;p5ot* zTVtJE$$u~UMf1h(vkuR?Aah; z%u#)46_042B%xDgGgf_ckeD|JqNY#PW=f9x-&cqoovp^%dS>>kB~EU^&HIy+;56=izHV{3g@URb?2) z-BYXH(b2)c#HTb9FHoo1h^~kkH!|M1F>FV+tHmAQGrn`B)M4>j|2Rgd-YS}_t8aVIDd7jMWAbFbJswxtnn{u3U56LYsQ`{{v028vQ zrx?wuMVgveSzG#;0-NRx#yPPwm}ZQAhF3036_1TQ#NHt|G$Q-)3nITW*fh$wv8yjR zIyi6z^fK5B2|T<;MkW&y5^`=KaiyJrmX?k#56C5e|5>!Zr5)qCb&JT~i-g^7rk;h} z+sn(O`5Z~U#5XP?<(ZtC8)vWSMSmn<&Ix)lR7~})d1zsCQ|^S>b}k$31(XuYl7H*!BvqWB$+2q3;^~fsXVu zm`97-*|Smq<=fARH96pXV22O9Zgem=H-E35r`k^*j`jCT`H|y~O-@GU=d&V_EdHJ= zv$Hhpw_&BLag~*o0}-j=3M8|mbSUa&)Vgdo-Zo6K_)d562l>hI@pexO)8|M{&+8 zv+zy>?T{ERFK_Xk-BJIX9Hwtrc)t#IQU8phQYV7)(~++9*-SYJZ1thTR zy#uJ(I8;m2w=3u}W~XkIZS=SJIMmngc6UVHeh0%xcn9^=$D1~uu?ZIWq#c$hyTp>_ zwKU!6J$aY&j5)#2J1_#99JuN*P&Z-pq4~!ZbKB6`oK6QD+V{4{0TL@Jik`indCI91 zV6iOY0eRQMl+*wVH{}TBcK`mX=kjqrM^je=*hz?q6^btKM7-Uj7z_1dOG>g-=tP7`ld$i)A=viTF~tX zcX#RjzHn*v_-S?S?hpxn(Z3DYp1Ip{$oHBn66t>{WHPr->;aabq1E`VcBtdajMS2_qBb%FXM2<0W-F( z%I~~(Ia$PeLhRzkKXyeUBqpfUI~{I6s&(JZJ~C7wHxvh5pvt?ty4dEqZ=;%XGBag6 zK^MwhNE}xqAevmTB&Vh}{9^tX8Pwa^85z^x-@oL0o74jbnEVcvnYp=c?imh>pEuY9 zGzr@HVuhaXKKtE${xGILjPx}T*pF##xjBe`e#vjw0Q^ap6qqH)8Z~~Uf6US^)9~xd z;&bR_o8z6Q{cp<#Zs0@rqGadX-F1+0&Uh|6|Q=zBz*nCz@rApR_bJl|mc(nV4*fn>_08)n5{otKU)Ze3518 zvzUHIWVfSPpSjMl+Hv_}3zI=4laaZ#1l1M?+?(s$OBVX~mk7FVMporaddG6U#I#dP zl*+Rtzhh#=w>DL%EvGK0MK`~)3nT5QZ9Fuht>M>V3HMOJLl07(wE7yA-1xXaL{od- zc^oYQwksj!w_sF%OLOJi_yZ3w=MWm@=fRR`3(@ZMpe0*I>rbV@2 zVmME#EPE(ZPQt;yn6EZvJD3^l&y2=Je01|?DFqyo9;ArKYXo9~K4@Qd##gX3w}E($ z);7hP&cOd+L+_@hyb_KVugg8Mvy)GS!0!T=a81#Xhc-q8_&{Tg{z;gZ0`zn{ z-(uS($ioSC&svjHrT1OQ^-JW6bkYyfP7#D8e6-3+UR|l?-cmqrP#O9pymN)oD7=c2 z>=$42j|~{a6AlhLD^2~}aGYXqn2LrERr;Skx=X&P6~ZCFkJJAK=F2in0v^zuoK$zY zE1x+F0=tu|;=YLTX`lTD4#O6os{8lmKAY!0NKS}~kC%cq!toSO59I@c46A&&_bF~E zoc&fq=8f_ZUIiiqS&iPck#&iz42+B_p)-N2hv#S4lvX>$Pu>mue}sK? zT$Jn9wt#>l2uMnYNP|d84oXRbbR&p#cMgb>(%mIpO4kt5Asqrkch|r$#PB`refBwL zzwbHk_m}wlAu`W%-)mj#TGzGK!TeQ`%iKY=+u>`0p9)%9CS;=4crJS*33~eaYh2Xi zJfWhuCrvrU#Yb28y%k4wq$Gd7gnz%8|4LF{&|UXLG~8ns&H$ITp!aq2!p(1#KU0$O zebJk1T|t)}Hgt^3@uk-{@xK@@z1J=8i`@Ps)Mmt-SE8De0eRmF_?({IZv9@if$ecC z_4!aMr7AYL?vH!yU3`}CH15?}3B)YZhbU@-BX7s!aV=ShpbV4M>ZETR`9ofJEsc9qbpS zbY9p!x0$I9r7Ne%H4tg)Gq?d(Wr0G!hK@4XS+L$AhSh%|2Bt?S8RUVRx!O&(1nhd% z@5?i~eNOuL z9Ywv!$*odu2C%WPkEVM!00iI4d7129c$Jo>2lOzs$*v6Dk8wtmmR$OWhN5wZBPgJ6 z&UPn9dsW>{$2ayXdms=9Wtnc(*W!?+R?ig`6y(K?=8Drwwd?-#vw7k=y(}Y#L>nkN z0I&%H-@Y8eYGA2tThm<3Tg~B(_e^==TkUQ_mDRG{k|39>D2k$gc5*&#==HjmVs(8b zABVgy6xV1!TaS#tm{YfbsLtTb@%T6dwwv~a$LxSEG-B!|=-Kf6c+sjjY>fcTVr2EE zR{`7ZG>hQY-DRl_KfI%{zTUi)JXSjQp2lCPjENfs2^|9V`BklIenZ<_Uzd?P_~G{< z8D&-ICAk0ce0w|v^lu3XBB8BneXZy9LL55gvPqUbA z?ZLN_3ZfP%IfVynx;yDTF5*j~ z_amr;B!%4eCz(d2u_ujXS;7So-p-Q)b2c_M3Xj)@FAhj%TTE~@3!-focy6R;VX$4; z*ta_KnGy0`ECG4Z98&}$s*mr&H?Gcy4CwOHSW+e;F6fna}`16(bS9XhyWziKe>I|0irJ~{9 zIsDooruxiEJdG*5b`0qdyzC!y#g#-ZzD!>+&USNt=ugY4$)nyh9#PB6D^AYpw<_|I zfh=ieW@gRzJ239TNglKPjVA^U=|!AIY5VMKih;W?o6j*Ki0*-?_WiG`=H2|6BN9Ip zWPr$7fKSgD41e#{|28a2WUv+Qw7^MBSER;b{F6q7PANW3i#LJ=$8*Kv%({B14zw1) zFA92(?ZdyS8h+EIk2o%9s0QD@2kb!KfE^?C^^=6!wzo*}xYSg})8n-B%P~JBM6Ibd ztQ&jB|60Tgw{XXO^(;{h;mmFyWvH12Dzy;5L=;pMD(Nf7sRN(%i2dxy z{XqP9OV{xY&0@@;A4sgDN>p#T$p9Sn6fa4KCp~hrpvHDr=QK9?F`%~)e z3E7IabBOeM3*RsD;CuCD3*OBple7EPHk$2Bfwtv}Y89@$GXbzYkArk@`Z=Yb!c>m* zc5r(m8s{U4RaA!H;dSzfG7jki0rq~o84oR27y&&@vD<<=@^pEzv8*ICTYk%+#lT)#D$jy^ZU>k1caiCTvA z`r&=Je%ag%F^6)~n@*k*UvmhJIkdGpbX+>>Ho2CqR~6lMc6N_?9g^@oSfbj=Fy@IL zlLeNTs;QSzrD@tUH!bb$J(K$6P!MNTRIM5JRK&87CG4f_Yd=!O#g5!8Ghz6wS%+%D z@Du*;OZP0BL+JN+5sYOXYvM za&1rU3yMs9{h5fA7J^e1*i!0-wAG%gI~iSfCJ#7DGmg?DSK`h0<=yJ6iBPW3bk7HB z+Habarz6;TP7XwzLy51CsrP5WpP-$}aG$2S@!zekrv`%Fduh;f_tqfE)lUh=lRt<9cRbXJ zmUGeLiJG*JwP!{&{wxUu3PvtMtErM z5E&_Y3-ei!r_C8{i{x&N8<0yVC-lE2hh3Q5tbIRqG%L5<-QvSC|oL^N{(tu_&2Ny|$iXH~HfS{nPoEv;> zm*~UMeU=f$gXGQ%IXk;UENAru7v}z}>hyF62$D^%=cK$=a=g*_t&f+${TppA@0Rk; z*KSmFt%|>lPEL;};w5cYi%4z_>clzfh(+L!FpoW?=ZJBN$vWr68szpVORA(*1bs!HUyVO7`o!>Py>l zE+aQ@%pz}u`8^R(0{dZOvpW3%HoLwmqY))g$beCZaJznP$CoDTcg3yA-!@d7yu5N* zQ&sAJeaLvH;{(5|Zt@KB?Yw5oNwm9nJ$B&Ie zscuexlCgyOq@Yr?0c$PBztvmS8gCijF+f3g|8o5;K-f&(k}VTHXjTP8p!%P$Q3en-WqH)tF=r}MlUGH5#uoO9tcf1~KzdpdNd$Nut^+0*CX8_+g<(^`V z)&1C@)G$4cYbC8*!D@4ar$Du{wf9SO^b5kFPcC;UnSsTAV-I~L1C|CTMe^znHYGW) zW}Jw(=PUM-U?=X7+%d(BYvE(zGX#QvyPA|rbPwfPaftHVAO)5n3~^iZsQEp9#WHO+ zcp6Tg{4zDMKstH`0>L87W;TsOl{N7@G#g4t^*rB_9Y`FSOlsk$ zN69e8>DMVRH<6r-YL=fCk;10YSNsG)zSVHJe8A!IP3UYM5S z*u7+IQ@RbN!5>BUzwTU96LfY9_SJV`nxo4l!0Xj~afFTXATFgXTU^?7UU=BEEM@YH zDk#X^&HlS4`pucC^+chOt(QJjGlJ?tuGbSj=qC+7+B@d41jn|EQ|l0j%MqZG zYms+1yx$9yyb+dh z3N3E3PXTRS(FI({CM%}Tjye%^kB}Jp7Ffp&16Z4ox>#myx8w>}$kwCI;?x!3ZPLu+ z-4%s1^TJ3t2Qo|ya$Kl}1;*=?+ytz{TLgI?2miA;{i^`FtL2UIQ5Osj)RbVIAScl@ z*L@+y8_#M@{k{kYdV9fnS!yr7fSQmqo8EB!oX}W@`eVsb`Y>qc4b!U;Y7Wogf<^WY zp&XM(p7fqXDj5Z+OM&PX+x$F_+grK2IvM(Gu7$luL1b4hWfDE}yC_9gpxQfDoav#z zJ^tDTA>NYR5hSkQ#R(ifE)ZJgNJX*5Kk+a^sAQ5zybCap#zjzr$_Tl4lD$4r3px)P zEf|d|i;1MS+RF^F4$t`}9VahDqfQJE8gL9bh(PB*@J2_EekmE((YzKB#_DH!3Z0O$ zeahwiofJobJGf$PwfhmUT%94KF-e+}W1EoXpdsc>ml_JCV0B)BG)^vYS<~41fadm$ zL&ZqrZ3444+rd+S+HG2|H+rCza1VU3w!U7%k)rFuezA}1>C`_^Y!gWAt6Q!1xFa{C zz&?HF>Z|q!s8pj|CpX?j?AD;O9dRYY2{~f>b#cHr8ro#E#h15NK7X}!+*4gpe}PCu z=Q&&DWLCirQGMm$mr1?699?aD^U?EkKXNMoUVuj(5VRukKbYV@X(l2Szo1{6V#otD z#=>EG+&(b^xaH>ZNg0c-N)VqyXtVWhQ){}t(pAp8q4`CJ(z3&wg%u+^#xUk9*d#56 z`ZIkG7WGQH^2ngr^RweDVuhWZl20cRRJvScVsA$vOCbw`e-Jrs68_z8UL%H(e$}Y8 z(8s3ehi+d=)O}Mqn)Q9s!MmG_KLxTX-cW7Q{51=J(?KLHO+O80I@*vvyjzC=?LZ5x z*Hq9a#s^{-5{@yc5?Wl-QwS^gB${J5S%q{tPHLok2<4Y|pXWmy9gFGeNH*(V8-FlV z^ez*g_F1NZKt15pRP27L_UgZ+9=!HPadV1#kWr_?zN=%tSYCs@cDjYa%v=PNwdJh3 zAvVAw+^k4Z@7O!+wHN0OO6Qi_d)6-_c}MBs1IyPO3%C9Jyf{Ci&HNbf69X*%?oPk* zmX?gr8oob5W#DY1E;aP#`|@1DS6Uqb^=KU@uW0=+p?vZsXfhMIE)5GIWeEaNgr%PE z31o3?hP@jOBgj-I4);AjJ+ICe% zvracT$CN<6rcA8oe|3h8Hc*+FnO89V$brGrpE10jFWhyX09PP^h|D!tYg0(Vb;{aw zeqthtdeOTh`os`*9cu@qm$0a426TSDFK;9&g*fcp;G`PSUkm=vC#Q6W?uFH_g6RHrD`mC7EC%{pMJ;S z?VAiXiVBl!HzR@%4)+eyZN6!zS|4kOl`)oWKa?#Wf{QK|V-OFjXGTYxe!s4naK?Wy zzBkhD;-qxDL}Mrj=8E~*$#ZXq{t;78H#a~>`B&nZFEkekvwQM|+OaC3;Bsy%(qEe3|JPcwb){ z$4fIe`_?DuRw%cpxz$W@cyp9Z$Ew;KLaVEH9V<$b`n#1ef96}l5BFvsNkvwcZjO9x zn(4P5zD7xNx3pwAM(cC-2ioid)JF0Z4|&Cwkm!N9e5+DwJ zmWz?iLBNd(n>b<&Wz$p(3^&%g`Wd1NSlXtGk3Qy3fv(m>1bsg=b&DgOWU0May)wkc zI4&!Nfhh(vs)9F$bW7E~nEgc@vSi)Eln1E7uE@!iY0GD^_g`{z=K-U|MG#% z8%x}+9H%GM0Yt?12nNp(>)r%yZEXgf3I>gCkZ2{tt)cWwB@`sM4IUNn@GYM5{nF0n zbILj5`zf`D0t8CK^XLo)C5H2?+}JuCH8osc_#KoasBw=Kz4Q_E6sH%XK{A_ ztx~I^D(LdfZqmMF2?U_?6&NG;zwMEa5CwMh*U<`(bfZ(lCJ=OU!co=dF zzI6&H9hQW3SLoAgsn_KOr0XDl33|;h_73I~mDCmY6B<0g;dro?Nic1H4eR>Zv@RG) z`oaon$m2AW`Jqt7Z|LXmI}Sc833bt%S0MokF$0BDaYsjl`3dnq+mwnC&b)~g&x{t? zZ{XHf*@obX<`r&{mRSq0Ax}A5IO@DS>k0U2n9?XHus)4QM{L<)E7yO`KKuOJDb7Qr zf5`+^m|Yplf$OHc?uF=b2rOoIq=tW>2H92*@+%GMQ$NkyZ+Gwqme|W|JQXekA>6$z zCUy@u-qv1swXx;!_ogxp8&X}fNe3K$EL&f_d0 zTz=S(zDypT{}sP8S)y9Hs{Z*6&?@@e6l?`N;ZQ=-E0}$_a0wErG_;=cL&b(c9b2{b zqyjuyizmW;&K!QWQr_8PRo7omMyLhd31#ca#br80Wljbzr+CS&fxJl%HVO5onsq!r z6r?YY)T^7T;X`9mEpmnu?-u*z$_qM|*CyouWPShrrHV=7FSQBc77e2j+CY7k4K$?b zy;fNIa|wethst#CQiqv@Rce6IJH2i?r>yJvczI> zS+%nrtmyq%uji{_!sxLo2{Q**axn%W_9h@xw7zShDaW7+f4K2FY1c1Ey!c3rPk?BA2*mGDDl^PypPOh8*LJ??>hzfne-_3W1vb$ zq(!Oj3?<*B4;8tTXyQgs+Rj$%D{7W-MwRaVZmc~%+@eV1gDEfUBB1f!fq`+;E)@E6 z?rH`kqpIm>=K&d{W%$8LiY-#&L6Ny{xzIVmADd6lOB#!#RPnsR?t$gyDO`4uNzQ67 zPqrkjkaKTuFeC872ONu1%t?>?S<%N)m^?yH2XV-MueABoPqe5~tLHw>s1;?44FCrGU_w!wcUwS|R;Hvmv94gMHf9!&bV-`K1tF2!xB#KXcM=q|uvXPb z;jtAf)8S*xsFD`>A}xW>e^2bcLaR}b^IlprkB|_#m^+D>LszcI0=~hj!BYHe7X7PtB}txPE3Fi9@Hd1UlE9yhj#G($CF7!@0bPVT zJ)Ls<%a4E$G?L6=e`JR|_M>*M3WDJZE zO~g*vkay#go(IH(SN<7f2nu}&*=u$kH+s;hYO8-eBPK3o-tP1xQL9&?l^(0ISlCRY z2uV%-Zd#On!zm;itUQ$_Go8SE_q&Bfz5>gEP1N-7{5kH%N8iXZ6u5Q~8KzA*q}y>GhOAO#mLeIQc$>J|6a(%1W7E@k`;JVLj6P(8M12oFC-VE_!)a3e1(=ckc5&0Cp_m;~=me}XE zqk@o|1UNS_;TZdgowi)Sd{4>VdwTOj0H;rs<-C|osf^z?)& zMLgdeoa6m?5@FVSz9X@+TLt?JylqXtIyi(M_s_Sjq%;o+kCdLz-`+j3P;2U+C=)e^ zkW!`#dx%OeEi7{whHyGLwd>azN)zA&0GGx1n_P{I*v+**?qZv%sdx)m?Uz|?l8!KlAo83CN54i?pciRoAQ$;53O;jou=x9 z22J>o&FwoK9YOs@=Xhb^dFFac8i)D7Cz$ySv?w5;r?dVYmXTv^0qiQj47^a$36Z83 ztp>;L#e)y7C0A&VcY_!9f2HzIro7Qy6u1a8xB!F@v{W&-TR#ZKCZ?xTQ$nxW;5)u! zm7opMc*w_aA0rCaKJ<(4R+y>63+Y z0?gVbkZMh1q(L`8q^Z>djy#vA_0)XYf_y1uMXm$T2vEm}N1^;xB>9osf_yUxG%yTIH zVIpN-n%bCCq9W$~W*b)*4Cqr*&igd0ou++5iTu6)^N0I~;7`or5jNF?A(Dd{A74`G zu}>gSm`Jee28Kkx(c1#5lN1p%{2M{DY~k>1aVip==n+I!_2I)Ee!x(B@@rLenGJx= zPo6AIeNgYh6Y9qkNlw11nIqz<}BPjS^tiyfCv0$mZ8ZP4(+= zl8TCo0SRwGSS)@0hhPm?$`2fdydH;dJK&Gp0xenRjXe)RFf!(AJMWW@{UBZo35cgl z9uQBrg=wiyATGNbAIz*uoIreUvU2W}r%OZK-Q9Fic5R!!u7DOO)L@7oueX(&XN{fL ze>696q-Q*T94M04xgJxCD)vNV#(>+XU)f8z=ppe_(GU#jceJy5@vBg3_bQ%ZgL?aI zAIuYA@055zhI@))rf7l6bU|h_BO2nGe!S@robw}6lZtXAwIv0~_2oXM#r`S|@H4+P zocc~T;FA9(!Ygz~rHGSNR7?m@!tdqZM>>Az;oyj%pri!;7XFSeIQZ+=Z$N24A7z)r zz(4VR02nE7|3smBt@X$6v7R2xJK_02@hdmJWw-^8HFJrO-|Cw?wV@xwqiV~^uRyi| z&us*8fdgE3XG1Rh@1w{Oh-p5OYg(;0cp&CijDc>6lL&Gup03Tvh+4h@@o@XcNcJ4`vkYN?( zCASIhsX5^b2h**no@&cpKnLcqYM2ddzbW%+H0$>@PFLEd;Xa8eqzV~hi(;slW}}L0x-fSXJ;zu>cD93 zZe_UWg26yXFuG;?q6Ok(j^pG#BH>g83XbiqQ39Qr1z)R5 z%M6g0msi=1=~2O$Xw$*J(Mqx+QbVNwmR zf$jRy6ya6eV=7_UQ>-&1&f>~IoE=~oBDtO+pzS!L3^R<(m3o}b*>bIDmJn^686J)_ z*cE&^X;;l``ZO@%F8o-OUSaRdo1C2m`GQBwn zFl2D-sun0tW# z^;qHf2qN6WlhjAx#;eh3GeV>GE|=J_ZsP!wON%?n$8R&kDZ!w%I4c;?nClNpPiOaV zcURWaYi?JycXG-z1rLsr^0gYw>ktx8X_aguQ|){t0Q%z-)d4hPXR=HIAZlVG0RgcG zw$*OG^XUeAKu?F_Un!L(!mqB5|BeDfadUI~!-xQ|i+>mq+`pBR0sA}+@GYa#35_fk zIPWVdDXn1s6Gz=0#r~#yfm57^ZVxsAje1;)*e|l|2|${qbLIw!4J{{2%WEJ!d|$nH zWbWz=^`e!+x=Sdu8R&Ej4JlTiFXl~D%ZQhGwp<#s2neW;&Ss>ii{F;bO9;n_;%-;m zKMn%Yowvc;|Lf5IDINt5zVA%^Y9XLJ7r=M_xTmUPmSdHwk^cnxA`8qp+v39eB`}b% zWD1C;W6|QeXA!O=Dm)s$n~yn9j+q-1Dfz80)(h-HU8tDu|0DJOJ-hvN?e9PZ;KN@_ z{7P@>52&5hmPSz^UEj}ai>rXgm)C=Fu3iQzL_d%LAHWQBTAa%%4q6IVXJ==XGZ!N7 zG!f=!i><2WydA3kJa$u`UH7%bAzm)@>ct@^t-o%g`E0aggyTSed(8iyX#e_E z#AY6<^$)Zbi3n6b+>CV^-IK!C@Lk#vowl zDMKLcG{u6~;`$tHwo=ctCI|<|I-gRH=X5|LU39qJ_v+l{y?yEvRqmp9d9s9CtHraC z=nn{q>m7MN0mxekA72HSdnYc_$Go<_{n{7VLimJ2LchuRnWkpq&#tdJN(u@EPMaLc zdfuoWULNm&VMTq@bz2LUQtA=^Y$g)w`n7U*Kg$n043!W)Q19*UmldslgG6ej0GruUpuMPwoXcP@D=U+vH*cyGrKD&j{WJHjFZ*0};DXq?iSURx64Mf71R4-)d**Vk zwNodjo4zeV&%S+#swg=1Nq=-}xYTndzwB|U@#TX3qUB!H(|=-~Ej;Cx#D<1fQRxwi z@q(eGP&Eho0u0W%`gA}+Ww}NH~M<75tB6cv+)1-e*O6k{+Q2z{DStW z`~819kN@ey0Dj3RyRT19{-p}|EAIU7pYV}2Dj|U*KfdW>?PerFoiG4laiC7*i$g&ZsEwe$Pp z=j11cIe`nV^IzFcT!|k%MA$4a0$dZj` znJ84DA7_1o)0r;%NB9JRKzHGj&_4|-Ea-E9#gO++W%i7GZFOBSyB$T1w@sSI?@cac z*Tdnv=gp>XG@OA}?RHBW`ZYM;PYh(aQ2Nkiced{XF%`p7=H%`c6d?zMbA@8nrsrqd zrw^4?{l5i7ty-~+2Y#gnt*Ng2 zAjO%P1|3q0PFyRsR4MG8*RHPXRufZz$7^JN&TUOVv;1qcRkbY@-`(R=CaCun0mi`q zqYYjI(f%1+-W{oKIV$|s6Mi6tf(#_T=<4nouRo5pn7{mGSwqZLYcm()dxIb^)-6bw z5;fr)Om0d7s33ZP*UFEE$P!6=?*5X2ZNw$=)|OPH2{;*iFMzK<7_Su1tql z)m3+m8x=w9G3PM)-|q;UDvdbo{L0}V6X1^(QGtl0TvLo(TRxEQW8NktN)>BpKsX<5 zX@`c$0E2)mDv%{vbP_B0?=0Jx3O9{H2O(|UwSkkhlN zqySKx;DdxkM9gPmW+sYMh0f-SO%L8LG#%pIsqT-fg@OE$i-EH<8qc~6gM)5I7a*8L z(iQF1Ry}0JWNOaeb=7}pB?;Mag@bJ?p@b9^5)dy}f?SaHc%Z`E8lvTDfpMjZDN@w^ z(B;gyc>QzdvxdRVu61k%pYWCh4qeIIj0`4e)TQB{wKh8MV!LtHdeMS#sS7BD;P13f zhpLTdggxt>ydXg@&U9=STNE;VjwyX$$B8F;FsfcuH`10W;s>AP?pWUca*q5%ncE;U zX1{ccuvY5q=94gB2XBXR;JGoch9e+7<_M536Q5|ZX!#8`53(jRY6kHD>CkLhS_?gQrXERpB}!*P$u|&D0Ch`&pORVW-A64Y3{w( ziO(UDtwRQH@0<(z)CXcfVHJHfaT^k;6juUh4dOTRTZWTNsfNI7TbtW}Gif46QdQ^b z@SUSuD}Rl)y9A+&4?yq+Z*D$sQ3SeCQRDJN<#Q8OA)yi3D!GjPQfPW^kq7$b0N4Ko z*W|}8saub+-Aw?*9(gi=`*(^U%NuLy%Cm2tMC)he+I`vb=hylMl?e=*Zc_-4-WB*ocowl^StO)F< z&IYQtY3%~$>7Vq^d90A%u~$yF9+YTsd;^y5h;2HsxzM8`Fb=MP5xrZm?Qsl8qr@Mm zz(30Yrnf##r9}Mg`1xZp;o;-ImX4rk$8%*cq9P|}We4)9To&IzIUNIoq)vW*z7C(n zLp>iUslaOaw{MyJXW5!U0W4zi6c}zXgZI( z+@+b=v%4jn&w3+gYb@E^4i~_0yfqv1xLNrh3wY6{@$J8Q%X&L6MP5sp6>G*B=CNnD zJ80-`@=lhFQq(sBX;2qiyD$2Nq(Y)^IquPB(-VBT9!34Aj+@gKz#}{0vd|rwN=Fm$ zCrrIYx`&>5W;N#2q zoe{JT@^mk;*2;FcSBe)n)f4t_iSvJb$&ou6I+&~pXR(h4 z`faE;5Z-=?u4f~|K%;Ff&N+O)d1Yfq!XyZut20?*32+et0vXXK3BF43zFD26$>T?A_S33V}|z|ThosTY?@Mmg>2>PfMKkN%*sLA z#{!T573+I*WKVul-))YHQhrhGE5?P2z_-LfYji%yQn6c(9|B}u*XVLvI+kPr8~#bB z&bGYYc&FyKmhO0U~)U#+Fz4Cv{yh8bchku>YQJ06RarVtP|f+14?bol5%)JmapZ}Y22=$S-mzkIx|j58n=3MQLi zf55?8NY3J^AQ(o42yyiE>t9L2ou}mTW39s+pTM-`Wtrp`w=XpL1ivNhirH(c!8*I zM0mm*po68>m&ob$m%)eo>r!^j7jaT{?guuv>ycs1&-p@HG9h|<)U=*kLM6qbUZQ#! z#|XWJWS-Dw2vq&*l^<-fl%bNVt$QC+-T!)MKc!Dt`15W2kro%Mk{1Wu+*C|K{6|Du z%4iFIA7Dz8xmj^|VQ;uXdtTM)Rma85zTZg7%b@uY=i$SbS`s27nRuC6A80_dEj0HI zIRdLTjUd^C@5+j?*Lu1vl%k2ibAh$U*&z)*-> z`NRFwdgoNFoJIn6#J;&EBf_MbUA|F2e|oj>Cvi?CWQ1>l_D6Jyu(j_SSI8q>~@ZSfG10ll}ZJ{KniedtUS$2C(Cpb|1hqf?MxP_JI*knt+Ra~z?g1?E*x2-R{rhhUA_kHi zb|xnD>}Y6ctS6=#TUM$I1^fH^tT30A73W7E7WehHmp5{RI()1}Tu(j?{&M<_dFi#w zw!OYBr9d_ja}|-n(p&KXc48kNHk#7|%sWi0)IQtO>x$k9X++Q(EB{HGC}X1>d;y!^ zJ|88&eR=|G=6^B(5W}hfcAHQWuJ7?(j`N^bt?831OS8w)Fcg{r2YitQQ9BAnnwgA!)2$pXJ7bx^Jm2jCZ9|pxM)dG8s0a_ac4B7@ z(`JC#{9U|rZP)k@xA?DfTPTJ)G=xsS@hpVKyJhQ_7PQl}s_M~(;yD~LO`xjjgA_&g z_s*z&wJOy*Dz>&Q?VgT~r)pPaWxNGkSdUL~ zfljcvodTK6yii@v2p+hy*jkdgXxidew+QTb`gCh0o=M%~51`>E*7tCtLNj%$O#69I zc&p1UvCV9=zIsDg82532>W9zA{?{~IaBmgnE!&YauU^BZgpV)0I_ITO+tmZGH^%E? zgKjFk>iBPf-kkHtRU>5HDW*lw)Fco10Qcp0@J=Vk=vyNa5om)*R~MtQ&ZUcXEzq|O z7o=LNF{k+bNdvF9E-N)$?#q9z!iczU`;%hh zAFK$eGn3|no^$jmJA{UF{x;OUzeP!j)lbNQM~8YDdA2VPBuGLZMEfI{`C-J`iryE% z6mLFt-P##-og?%QE|Zk~yLZ#2#W+(oEx$nx654$I$o>fcY&hdR8u(`=-1fxHCzrT&vOWOkGb;LxijRM1NNg}plz#oU+mi*mZ){?+J($eh3Bik!CwL1i z@JbL6KnEoxX{4GaDgqnF5~eFi?klkAc2t)P_xHynFf(@@`dH3BRZANKhChwH6h$uR z6%uXku&v4h>m-gvZJyTYY^tBUIByX}f1RLi<)*wc?{VPrv8Bo3G$MeTHCNA5R& zM*b{@Hk5;|){3lc!y7RYPW{o@3hO2K=(yR?z+@W@*tE(U_@wFH3zaTGNvsBNxH;1H z0$69)@2xNBHo{b4$G}#K&+Ih7sehi>V*PCoFoxwQreh6B_BFfCKR;Qd z(p4lC`DoHZg|#J|?w<9%>W`5^0s_T{bh_l^4MQE5J&Ze#IV=d&UWWi>4&$X#k;QTi24cWtGtn2*x^3?{gI$w zs(?bHfvf-HBsb<*g&t&j9H`ib&jEeZfbc0XTXrwgKE82%-3|XD^4Te%3drivV zM;Z|!Ro>I3hUjDk^4fy}r51gfpt`!Ms%%?I9rGxAnpTA{497WYuuYB#rsBKqaJGgF zX3x=6`|C#uNXF?@ow!Bm@!h1y{pohUcAQ?@w( zuag4n7n;b|$GwDA*>#yS$8UAuE@TDb9Pri~ODHM1rCeNVZ3_S*?GL!F4UX_kkY;&) z-6At-Be*vft!QDsVJlu3YSkiDMttY36A<*POwVLg@>D#x-SoT3Vw6&q_)u->=6J$O zCg@Ee8EQk}2j1M*RKJQt2VgPT$(o7d*_{ZAWW1HpwzTkBxm)OOWJhGxI#BJkew!o( zq!G{ihUuslz-?{#gybX@go(qf$m^hmt0mP2XswOh&Z1IPb^yTo0k@?cxGh%msXy*4 zi2pT;D<9v_pqkP=4_;e1+T@fRGvg+XsoFX_SUz}DwEfgLX+?fg5`d87RZ3@!XG;Qy zYev_q0bZkLU*!dzfC^^KgM3r2B|*{cV909N|H4cPM$-P|hbp_vAvAPIKQycJo7zlL z+rmNu;Jhxt9&LI_dz|v17y1Oko^D}(TW*<$MQrs2BV@Jyouh1{wb*w+e!h}5bi0rt zrl?L)ePV)kcR}O`w0|=N;NeUE3VSxaq+9MLPjq@zEamLf1p5(PgH@m($pZRvg!IBwjrk!of%o67}_6S zW`5l(T?A0!YfORjo3y8~G2byURt2dT~OkRw3`*G{&@C8(91G%0VwJ=+AaZ&*a&M5CIo0T>NmS5Yuwyq0=(S! z6O#-oDXUw3S)j{X+!+4_5bfjvG~!A(>T1T*JZlXRH;;O>y9pv>{I+7++B4NIa~!kZ z9ZIlQG%E}gFfM~|eDva5k3Io&Ms8ZRNIc=`n(JJZRZiy92R^`XEQcAtwvPF5(JPow z%K7Nrm$2d~LxBIXnYkdDEW~H=f@KOgWz<^FGY4Ei#jHOip&AWztLOO6X9mbh<{N~) z!_BBcXIWogB&0rNNE|CSQ!P)@>>Vh>nhE1%-ADskceF~2eKJ>|ECEAJ?KCe9jRbE3 zdxud9jGeYgUD$c12kad``OaeX%458Cr!r`Zk8ZQaLVo9j{7ekXNKXx$EqcVme>F{% z711w*OyrFl_vY7E4J02s^oW-`t|VOKCC4Fves{XujaHrq<$Cr3u(|YD+>--v07;(1 zSaCN$ly9~PS$i=P(_5vAnQ>t|yq&So&Pz zB?x8RCk1?{Drz>c!ycx3a1xVcG?>NcrU5%iig6M9a{Z zTh60Z&yQ5=VHv9%NL_nt@5-&oB&nil?%sj<_+pI9m@udKE53&3ft|y6A}|j{uLFf) z9E|_R*jIp6wQlVKA|Q=)mvoABw}f=JD4o&`A|)UoE!`m9BHi8H-Q8XHWAC%i+2_CK zKll2~M;8kwYdYumje6hlj&Cv=WDt=*5~XyBtS;yClLJnwutMNDyL|sFOWr)c5#UY? zP2rS5Qw!Z5%rusB7fw%P;^*a+g4s%7HI)Fs%lR7PRA1}-A{KeYCwXnXl|dz500TF()a=v%;Q8WEfd0`R9t{a+rpnw-F9pHfV-D_f4iOku5QBv1?g5Wi zyUm?kWJ%$`P_x4xYuR(j!hsE2hK_Xj4v2{)(0)BZWflg`jr{xfe-${?e+z2BoG>I3 z#iIQAsHoAsTOeIN%B6qeT8I4zeG-Bx%KyiHEm8IcVjDxbqnl6qMKMyJcNq;K*WENE zpP$HB!^`(zf7<~pyAztGQ?IN*uGZhZ>Ln&w-~PN26y!||YJ(|_nN=)m9N6$jm!q}B zJW{$#fFOS+AD~;dvh_6*$R8@5z|tsx6c&Cd*4fsRJlx-=ZNAQRzRjULfXQ(X7k;+d z$JBe8yE6Az_VzayQ1aeetnuEUSuISOEeo0!_ zTnZ%pXnL7^e?mas8kTX~;W5WR6qJBIsG>H}y1vk9N>2B`z&fnZ@RZtPQ@(#tsQjNh z4=@9b4K5S{u8+S3pHJQHz%CBAab%Bf5C+gTjW4|f|1UeVrR#FQ6JsTEKLFi4XPZ6a zthQ&TXUlK(e)O&{@rGb5arH-$@MB+lbf<{Nh_YiH9T!U@%L=gq2M+OPE$RPujpa{j zqD_Utp`lm;QJr{Q-Z~xduU@^9H!#R7oenQfMA+kT*IY%sB;?L24gHhvMUCsdxbY}4 zsnp6wv^`lgQnYXWQ)^Q8gk<#L5>w`OZ8w68#Eb?T3IUs8lrwA*i*a1N6CPShgoKML zj*N_K3t&H43iV>+abWrsgPoln!%mI#>IZ9JRQ`Y%GF*f6-cV7!)y&Sx(He7z?Py=9 zb5YXF&diJwKmU0O3746j-Q)HnHue%C)L-Q9U~}pfNbB)SR*BzV_3{C|(8*#ws=ILW znvX6&mqR&UP<$6SD}CEFQ^V5UL8WByPS}N$FY(Fic*8Tv1LA!pTI)`+PI(l!qX}Jc z)u*MZ7INh!ggPKb$DmoKt-E~rhM$~=M~mBTgO`xYH62Qijj@my?o(=%&-EQ1z|Kj) z{6bCJ5)>fJX@%HaEDb&T?nyRjA5IIX3?}Ht`AvQTE$4LOMe|{uBdW2=weKU9) zQ2sCQFXq*IOG)ftbC8I>!~X5g7Vm80L3B_p6YOt)@Bx~T&&B(u}hvf$pr; z9419Y+jt9T)U8b!q#af4(<#m2%CX%tAqXZ8;IFK8KvZLYGp8a|9U~6n-6tF!WU*13 znfXK2!OKyR338C0x-5tN2~}HW1_g;ksb$fa*VnF!^)usL9h#>MuX%W42lN{dio@z9D(&-?DkpPCBMz(dzK^qbpViv(MS92#X=mye4d4@mLp%m zAWXyaX3@eh5f2Ca{A_%x#8;*kmYbPfk|vL91Qi-j6CXMY{W7)CE` z(;Ua^0Z|NFt)HBp=r%^Tm*){CHRl)?-5OnfwQICUTV(J^j^y#BjGog zDrXrgUQc!n5_use>*|gG} zuN@pnl^e zM1~*{d01rT1&l|^@#dj*2{1y90S0{j=&M(mw1wKGsa>BBK`Nf}xcy_`J!lC$0}Vu| z9A(s2Hw@G)I~)|#Pp;GvQW+Q^Oc+!G+CS#Sy8{d=0j>O%@LyTW@3bGa(=sg zf|G@6n|}`X$mbMim?Y!4dT1JuRLy?L|AsE^V;=L3#o5x(lZNJ=Nc+a~nY0woJK=mHSP}@R|9r?tyuk5#sUBe*Qtb@^hk@WdOU7%`wH24ssyL+eRTeqbIV?Tn?K_0iW*r$c2L8w}sI?{<$*hntPV$zKl7 z1)>FATe^iQsGw#4;Cq;#Ps}=Q;(C2J_4`#kdDI1Q<8=iH)9q|4au^BYdr6TAxEMBd z%l!qOU**;vxgepULO`NY%R&t+pp3*jySSRjP>`_%`6J`Yg|Cbc6y?FSE-JVt9tt@7 z$|iD>*PnIDxvSEi(gkh3if8d^{t(Z-kBR%CR(cb8tXNNO8)-1e@xmabafz6l*fsFt zP{D=A{NjEq(%NKWPrv|;F2oJN&sJEk8e0A@Er1U%_c88Q&|hZR2!3u%IeS03_ayQ4 zdeP=2v7v!~Ou_m0WWHKLdK;cv(F{rStxgScrVh`9;Lki2)p4w|t^^!U@NSPGDk5ADG zKKJwf#*#Paos&Zzv3;cA@8v}E77V{z@X^&xWpl2MSr=l}CqRvs^foqs#Qk>@ZTEkbrBTF?-g(*J#>0@vKH? zyfYvyg{BqSPfc7}*|vc;L(w)yGQ&9R6a8{7Dt;1Z}GhMf^h0-=TMs)Yx2SJ!;H z_JKXF(@bHHp0(FN3=%X{Y!ug>(StI&OsI#tZ{Z@7@Go;(iAUYKME>hDEv_-^Mt3&Q~vFA8~$fiHZjqiaenGV!~m%v2o8R9T6Q ztWeN>bMC-- z2wic#-2LsjVzJh|#Gd>0cvyv?b43{88%3QymjEu;=EmNMAs|yQLPgy8kyX>XCek~J z&74EQ%q%a_ZSk#Z4_3h)(Zv>o=GmrVbzDYQ3WwKgB!Zy;ReG(|_2$9VFlURG?HwK6 zE)C?odzjOAi;m!qnLq_U-h_abpiJfN$>PQ&Ng!`Z)1UMhTc^i)_Sm|1tkAku$-)2K z6y;&I%*P*jyLi%YI;gVj+o4kb802+5Y(A_?MvAc)dFPGswp3b|Tn<_*>}W5O>?jWv zJR&;iq{B1~vZ(MR$F&L^2|)Yg=ophi+=u=F7ZSuQK*|Lh#uVkTuXOL7VPh4b-5PXv z=%e<+mAocdj0Mt9F-X1(?c$#oVeb+;)n~FlB;d#*{+kKrhOU?|wx{jAO#`|Y$1tUd zpKEJ*u5b9A)ve6h^cW9viU+JX%x`Jz!*bK)jSZm!LX#rNe_1HT(gp`$2Yqt(h#3_Q zPmYT&#K_kROG3=*>$5P0VD=dK#6ZE%Ve4p{x|#hgD(z-G$=-3oVunuo#@;$Vt8KF- z2$OC|Y1RKb0D8{)1jwQe{M)9dy|Y7!^DaNvxU6ymvB2+pwr|KfXJ2z&h%@~zY@ZAw`z8%c5%xR9R6^xf9A4XC1dM*SWS>&9f7Zono z=MEDylKt#@cl`qo7mKUT+8(V(Sx!zTAFR9%eFhC1)%22!z!eF5Zrxv|G``Gv_I~iL z{juP?N|Fa(ABLqEFuGi5F4kCLWAAp`4ayEHuGl^Egu5G$CGPnJI<3q+ zU6Y6voBZME3q-5Xw#_k?k8bGk*{w*~C7gd;T{-vugsRcM(gcM zcukA}gIpu!Zq+JIz)N*uFJOQ5W2Ao#v}M(PwMdl`YQ4-PRp{w7cV5-9MZx2S?dc<5 zT3HbW1ZCI8$iCeW)p%%-<55Uce`U?Zut>qYa@SKW)U15}EHySB0zZaXnmT1%0=}-b z(ewue{=T3T6{PCgDcjh6p)$9ckA@F;7=Im6hEPXcOucGVQAG@_6#gH|NBiUJl`!v7 z3ymB^Gu+YNTc4lC7WH~s9t4c5!Q|@Y_<#NVo{9H>WqYa{VeH(K(>06#E=G!L;iqni zkerLv=I*{M??CsP*eI(VHRRcpA5pYnvsGr9jFWSvm_2^}=VtQnw8{JyzfBY<9!};F zkzlg!K!p$@pAIfReq4=YlL89(z;d@sFG-_O>UJL&_PwIv@?+Gg5e_74lG#2T zTu{ner`x13-kzvLfBqa#mZPO-#&lFKnsjh5@MxnyK965d<9g>+OKVP6R<9kH5~6WP zO6AtS3-4C3h>^Cd!77qz{%bYy5cGD(Uhjzr%jV^)Pq%Z;%LJB%0%@9W?7O423CU=m zN1WI5&TXsSUNVl=I3Q%H??&UciR)mXsUP5};GMIw3^tiTu5B+fhG2jiO(ABk;O;AN z;~mfBc#Giki&+iX7s%}0Ewt;7ZuDdZ-zEK2#&ut>fKHTc{$7Df1L?TGAeX45 ztF#l$3R8!R?m5&?g97SiVw(dxsmXjbIOcgO{Q7sRZQ&4zev>Ge+qllFW5^$qol7>p zEcj?rbwK{>LH_fJ{`n%x7D|3C_5|VUwvV6!8mIdmuMM1=8ur^ftz98%1AYOwwkk8# z6rf(kD6+Rpb7C#tZ3=VamXK(5ZpIITdCg(PC*Sv0v|T~@-Ir#Y^pEI-f`Mcg-?;OhQiQC{9t=;$)qlBDd_~A{_y90#qrxeQ~FXLgrg_ z*o?a2?W8M-9k1TJ2?l+1RHrRe2(5lmQOY+q8`fpl^==)m;Sx;plP2r!!D@y&qqi^! z9e8DEJ~XBi1*OAg*2GM?U2>S>sMnaXxJ@w71S+ZKYAQk4hKLQ61cdq*iPaTb#aSpS zYXTObyo_(yDJF{oMpe@G)Q;sc)}k zBTwRCa%&r1_1@tNr29*OzHrh@mxY3{Uoi%O6-=h4rnbL3$gpcEKA4kjR$AeGxl4Te zA|H$`lOgszi`JdA+f)gMLncNhWgq&fRGY1fpY?eZ76)C)Zp~)V*$#$~+x{J%0uDa8 zz&b&w*V$@o78+E*@aEA&5DwTnW0-41$~P;R(1IY?`A)MGe=qAwSg|Q)zB0xf-LU@nJE`{^+nXG*! z)$DyAb}Xrs9NRO2NjEwCb=jwKXF6fJ1I#e%E7k%9T-QB?Lf3vD`sHX#W9zp-L}Qdb zCT(C^VhP}8B&xrxrfY&P4tPYt%y|}3?f}Wn(}zlv&_0yGBtin^a2e;vdMCYgY@hVR zNV;j}&lFTtv4C(dp08^Cy)y)#BbD;QDQ5M8j%Wp>8n&@!t<{_TscN-}%}Zic$~V~T z$N*6vu)Y+w_L9O;r0&3WF9ThG&1+m5+mFZJs^0zTwqCy=blWgOT(75JK#Boy2z2{dwc;wp%D&S8Xv z8sJJwr9o3K=D397d0O`+=w4vY%Fd1m4n~-sAuH5u zfHbr3>hH%)IqqKD+LE}qKxrsvi+?})4vfcj!5}7P8kw33JbX>{#w|@llB_9Z_)a5a za67_Yg&F%PIs5Anfllq>5MB4wP*%pkxTd^X%b{gtl;!XHLM9+ECM7%TBmBBp;&Fkn z>&M|u$1VIrE9s_5iToPfeje3J$ zB+lw=v@-To*OeFJAM73-6~QA*k+A0M({5Xp!KdX*7WV@?($K+q|_ zmH=fat|KlE1Lj^R;e`l=Tf;D;%h=l5z5+uCA;8A_#F7(~L4547y}yqn*1**y^&X!c zb!E_$z3p?e%8NR|A20uA8b8NFXseD>mpp?adH)r{4WEDyjW!>KZzRwk{yCr9EdI=b zmqVFF?Dr_C*y06w6t&d`vWK~>UHgqX+P9@OClAOes}bVF{Wnbz#Car9S1vA>TSlS< zMk?Wln{iSD+H2*_FF;PzLk_80;&D9fX1hHpMr1dTP()YgyArkjJCOIR#-oqxV4@Jc zP_y(a9(w^*!r{vfs32DB1yS0^sondrTv(X*QuVo$3|fvoJ2Pb3cULwUi0pj!S3jF= z?GSjJ%%~EGxLm(*ertTa%zHq9`?<9b+pmP>{c%L}iSl9NC7#F0@a)KJGT(ti6*_6H zK`lOq)o?N&Yyo>c(4L2X!9~&OwjaHTNPBF(5Jdg`rC!{c?{Qe~ykYNTmzr3(fal&v zDfDt(nR%a@XX|`N4>JisQZ>Qhf!YDG1MY9CRq|TG&#*rnj=C-rFEHw ztD>PX%xo?i-*MP7?Tq;q&xQZcUNxP`^b8@;x1v=_hnV|~X*tZf^+(zi7&x=MGFxd$vpeOJBr<{@v9+a+$8Sr9G=H<`8dxbYiePHyg>n0M9*eXtb4GIX!|@*f>NcvDaT^)p!`HT5b1iG0ut zf|vRy8ej6RzlU`>JTjZkmZe$PuJlp#)O%Ymyw8)EZa`cT)73z}euv{zl=4XmO1&rm>s2o|hjs|qy_VA{SUp$DcRZz@ zscu=#|B@yO1#T@%yyCrrPDmQu*vgm7S zL7W!3tHxF~g@Zxf5&`x47ze+56g~VHEQa`a2ibNKeGrY4Rhh@AWOu?~6l&$CbAGDv z|JX?+%CL0n-`jAv^L7Q}`SWNnbAD$!10gFbODVyzex12sP7M)`wX<@KXwAlKqJS}A z_Lm0-D0qZeEk5$4yCCoVJs&&FS(9ucUdQ2t~qnkWTx5F;(X1*>xmLwzA zq1c&8h~Q~>(PO)C(<#MX^qY(g={_eyCwwXgHNAvNbh;}I7ui}gG~e3P+ZZk% zluetd{IdSNfFSAiR*vk_7;*ol%RZIB^%vzIFtBQ|3ya&^c@lIBy2%w*{T~YFQVTwL z0OHM7q+DYbpvgw)Rr<3uR;LuBJW-A};x;2o6tx54QwuV(&0QFVwtu*)vO@m7wp=R%4&z@-KQsL@Jrg zyQ;K7iwQlJ2oVvpeOqvQw97@+t2ZJKarw~JTJuBYvFP_kn85KXo3<|(NjGSV_ydds z_UoQO-g=wvaw&mZCwMS|kKM``b=R#YAVy z^)(YFFFG^ix9vd9s*`B;&oNtX@}Q&Kiew1nXZ&`FQ17aPclwq90R6~V9HmgKtB)XMkcJt%JXFP~$I@n5c% z+ztw`MX;2Y(eRUM@XwuHyhPzTbi1MWYTgNWq(@kQQ- z^fOnd)Qu1%uQ(hWMm@2+*5t?EQ`Jnq5pA((cHK$^uqSLU@t!v5=W{sslVcv16do_i zdWO2}Scaq=qQs1}0`*^?joi;L8SYN?&?p6>i*yho&+ndj2FYhOKHMO*!Mo~Q3$B@g zlJ>Lu>w&lS7Z%ih@Wmbr7M7N6VMj)19p;0hU1%cqwcQ_)ZyU|p$-FT$Hte-r5Ty7FazHggrd@%EOX4Yes3I*=I2Lt-9bLeNMe|%-#dwu7pII-Jt zI7PZJyNh_Jk;8JaEGYT5k;9MWkpQ&s_7=LH3*M}hU#{P&hg%1JQicYgx2f-tYNppu zKwTPMrmu$0;pY>=Suh;w(`Xzm)C!MyO}33AR#O|#PzH1k#-6EH%3L>?YFMAO8fENV+|_g zd4vU0bVg+&Tt&*B#%cvuBs#IxoLKbJg0V#ltX0)DI?rv2xbzx}_&bpQ2>L#=dxIHB z%dbvf+`mc=E*bDk8Mjow3{%b69;}y5oEg$yHg>|zy-ArS7`NN0P@|?06NoUHWF$0c zzMFOxhu#w%NwX8MlVh0mxY({e+t_`KE#^1OvhkY(tv9!&n#Pjdxf)UAM3ind-0~`D zF!)eV*Az!9;n5fgNmi;HIkdmdv;sQ&&9o9ju395R5KhBpr!o<@w=tFq;m36oPiajz zb;(;+t!Es+8}X~>TN`3fqz7e)N;^9eLoaZ*LN<0|451TD6RhtQfJxC?Lw`18*6hH zhv@pc#jgXHtgNqsTYkMP{Tth(n`7ndnO(%}AHHbFz9|@8*<|s@xR!p@kwK>tplaYb zMDG+FeIXR{QAMIp}kj;c~4gN?RtbKQ7aneOWEo0!Qs51YGbY!;BRTM|Vn)^JkW zH$EL|A!cAK-F|{bp9FaW3`dj;lv>eZ`t_p)$-_3Ek%68WHO6^O1Zhh#0kVQeb;;&^ zYg=;z?XfCB3mP=%9Uk;kwLuC25;;dp$vN>fMo*vV;>$+x=G<=Gx|$gr(@_i7MfS%- z#|4rZXihRAIyAoK8J5k-YsJ7r&|urqvV+f^102gE>Gryz#*~bRoiOg-5+T8Ds-v^3 zw6Q!5zCypuY{Q}P5;)CDo2sw!(V})(1?k&L;yCUxS>tH1*OW&mZ!(ZBG|F7@_h+0E z^RC@S-HP9_Ou_j5iEQ0Kd)|7W)!*FQw!CErxv89z?#n-(e&Bzafs1cF0UGX19oYXPY_q}^h?MWA+BfaD>)gfI%^g{BhiaeQSMCYaymXYNet8gh=-}BR z78MmCzRZ#F^MhZ|ScQTmE(|{zZ49GsJ?RK{mJ+Cmh+;_YZ+72J+br91iivgtoDGI6 zNFvOWpQufNCR$mlCKv&8|C+ z;NsHRkxdpH$c;a{7roKK&kDRzaYE8=9$@F~oVt3&^@!))pq!KKSyAyW-0Eax{1X>e zfVNTK*Psm0+}-UVhZY@Dza1UWeKlgk$)vUo)=f`q2!X%AQW>h{I z!H+9EHdA%2%qr*aMMC9~LK`i)+hxDAhf80qxctO_9&Fxm=||Iz7OKEO{(<^VmDMn4 zEW_Ok8pgTzG+`%z8yNU9nWepIgb~w~fJ1?d?#K>x!_oqY%|>!C>#`tAqS5Bf7ujT9 z^1;_udmqI|RcsB0ntg7EzxX{4<$NeGRif%fz1w(q;J!ssiProLWq}z4RhB-DzB1Y~ z=95L;0qP-mY%Ig@DjTT3!7xVW&k3>&nib4BTr*KZP(qOWXGL%Ul@5~%Xz6=cVx6z# z)32I$fflCsN~cHa&%=pQu~NTYCZDd-SAQ)kM<{}U5Mq9I3-z!Xr+ra9kLxtVebqhm zR_HT0(YJ4v+}(MB7}~c~=JD3Z;x9l8CnzZBW%7&jEPc@i?u=3_Z!mZr9swaEp3NK{ z1%;!Kn_w*rf`?YS#y$`V3aV>TO%FG`ak$6HoPDC&`IyYbEx7UHvvW-C^#s{%bw01f z<4yZkf28F)C2mHI(tbq+aXaLzgz(qO_YEwUJ(XIlYMl8cCl>*7dSnCV1BOBNW|PX& z;e%3>df0{8SH2iv8H|s&hbI&8Or^HCclQ*6VSW;=u#Vt*ptb_^Vte2qrHuI>SHmu{ z2Ugs}hmXk$*Im<=LR0_%l;iKdK23EN)f#X9~#MVx( z*KwWa@#T>tMbD_H4;x5*Mw)apAqjcXi*{XD<_Me=##?L{iprxLH2%rYBYRT{bqSt$B~gn73yDz z@p{B((qfkjXuUGCeB~i-u4$!D-y4rcib*i<;9tqU;j%lh-S*QfRTTTc=HAmzGWUD{GUqqLoUj+gNLoz^7*=5nA;CajnLQ47D*`!bxRwi4>w!<1HBn=y0hBrxOcJGX&RquH&b(t;~#!(?6-O)73t^4U|Wlqt< zm%?bxyOdSk7F5$^zFb@!jMR<4;k2oFE~B3TD~sQ=0(#E>$r*CaF*cACd)a~A zVX*G6W4~wc)1p-z4+zh)#6#r}&NC`<{r+mlKa!E8dI@@!hEjUjyWvm?Xwnq!-{-xG zy5Acf49ED*FU2Waf8D}a=*juS86t*$pyE9)q#^dWt5nXs+?kH%b{Ki!9pOd6ua1wP zQ!CET4rD%@k-p_{B{{n9R`i}|YD zZzV3e|FDiV+`VpY+!9Q1WE#;firq9mv{fAe*y&QSdR1hNla*wK|CwSA%93N^eF>!k7(ub;&)p!46#OMou9-J?irwx;KlJ zkG}~TtqMu9)U##ZXP{inE&jeIIY&*tCU6i6Pf8CfAtVjGVzx36(5ElV+a4`MNBfn}ko;;|Bm7%?9ZMDw3 z?QCnyy_DH6L4(BaEkzUR47HSDW59O6>}{tlmH3C*{R@fspI*ChxnH2$rPL- z#YDRGf}=zFsM{b!;xQTNz`=FEpHrrbXtfrnkvZ4Z*uI@wO4bD2fw44)kGPa6msN*+ z;!dK;YY}ANE*Atu@0M>Crb??>ck!Mx@x9TM3mmkZ1iX#fv+V^{@az2cO3tDrBAYre z_TmQpF~AgFNF7O~z`=cx5u2C@sC+eJKlzFtj)Ng7(~D|~{$Wi&-{^c?$~~*W#wY&F zpBckNArtbGgQIfLG5nKNc}{i&$mNn^u7|qwh_oZm@}JA+tL7b&ASV!`o2v^Ax*Tv= zOrh;bBe{M5xiN4xYz zEbe|EkrcePc%A)&At}G5piqp2f-Ol{Rwr}NOPxA;cMq*!O6%iDg+9Ya75kGu3JtYJ zSqC&n-NlR)IzB$_Tn+N*oV&pCyo;J=6Sb?Yt(=O(6+%|G!)GmUh`RGvAn{1 zT%t;osGOxizaGz4;LfO`nO$4G(b2)j!5fl)=LAGU=M5PW#!ddj^uS$(FBgqRUpjs9 zxfA{IxO0*`QrPBg)V%zou)xVFzuFPPKnzDNk%Lk~KhN3K`is?JOk|m zFPV5tz(Ari#3^^*w+*DZB;P79Z0t*v94mFX@S0jhM@a;$3TqRBl}XA2t_r`Z!;i?b z?*3xv`Dk9+-`5kfd?do;hd^FPd)6{a-Yw2~i5r2B7j*sgCudyPf_&}Pl&A)QXKx8v zN(kkhyYi%Vm6wV>T+<~cKK7@dUSdYqPbbeuC9-LO1K^cTLtPkM)2?0h7h^^FOm_u2o3_Wa|0 zKM1;aY<{Pqx2|qoC7XK=gxd3Zs8ZR(C52445fWHxLJFcLtl{^x!^u8Wf#mdeRjVM!fp7f` zXyiT0a0K(sV^bXifwoUu_dOIWGC>+3(o5lNP>&E3a(`A=cs$8J90rAA3^X(f4x&`Y z{diX63yvo&DgI(F-}W5}iqo~(9xK11Z+z|f=C1q1dvq=`B zYPZ7$pQru=7g;6J`~G-kTyujv{F-kJ7`;!Ng#UI>HYH!yVfvS-vEoB#W*NQ=(C45C zAI@_{uC}r^<`iwneTW%be<9-Y^M^Bh-iG<7A3Vat#lEFXH2UX--7!cwy3S^=+NrXK zVg(q}qsHuS442JZ9d6K-HK4PN@-!l$Q30y{Bvcv}9>Kt}emlGi}u(%=D?YQaa@`ncf(4(xO3KKZKLjdDA($MOk5?ls*9ygR< zrn9?o9{hYNUdAo(w0ajlU{0^@Lq5GD>hN>kIUR?DpYV7Zwe^3y7)lMh*Afu4Q=%D=n3e-@+u z;Q=LHl$2F_?24Zx?k#&Pb>T`$tKr@l8W@d+qi<$?h{0zClASe<%=?fUIFZIEb{7SS zR!q^`CanCV%FfIiJZn-kf;uoM>wyn-Xn=49G!g%ABC^S5H}Vn?tbulEjRxf zA=vU!moOL5XHV=w4409wkEWTE%;^d-J)@eIKS{oIDKII;FI9oBT2ee;7aLPJOB(V9 zR`}g8mZ4ME`igj*X;IC+Q%}h z4%lLR3#A1Fx>zR&b%DQCHvbbkt{w?N*VHL6kplP$TX*funrDZUxrmo%pQ5>@59d+d z5^K+=B;#?2Qi}%h7x8a;dpVwbx>;nBZu=F*`B)PogDEA`FQ0)kQjEZ6sjlTwP(9k9 z@^R(sGm9V0<_ESbiKjX<92p8CZl>(zH=g>X>o!z;ufI3k*`SGaQjQb{tB%$($-Kfg zep~Gi`q1LJmlfjqto`~Vy>8~7)SW46^L|DBNTdxR`K=!|z>xcKmQq!#DnA$J9WN#{s672Z@>D94d*9koXn(f#qFUar?iiB{ z0B&i3fcHb!>m!WiY(s+Cgq4`X?gW`0v2~5}HoTaqXm>V%KeM8Hv1sSdbfbrEpTVA` zsTTIVAsfQa{D$2`-uO-LJ^lY{J!X zuysxKR^qwy@SvY!4SuAU&!f1$$Cvr z6i!q&!3~J3AZ?z7=1l*ZEHqV zCYkQZ1{h*E(AA)r4gW$RE4e!i&AYj|=ac>uCRA|KADIBbT#2M6#@TU;?;^PbKlRrTU+B6|jS(kRc!XanKUT_$uq>3D!h@2VtuGn!Iz8 z)R%I0=4|imR4O;>|7mLoZB_2;U|{gd=3yNu1xNb$_)v&M-!{B>@d5)2OB~eXz`&F$ z+rieC5P(N%zdb?$4+lr0r>7_FPkZSB`dyzia@O|uWxTz;*OT9xLZ`aRf;{T`-rio2 z!;3dYebhtO4!7-8#`2B>mbU*Fo)e(du+cJD?JV8jg<0Kl7!zpRd<`Z4xucIxVJ%$_ zo#-Z%EUY>qAHDRgyG_?HdK#vpAK|0I_La6tqgrPXk|IK&6`v`j06~eFH8JfPk5Nur(n5a&F`Y~R3bdCRYP=W-FY;f3u>3LN9)A`&bgaJ>0ZHV4z2M}YQuyTHm8Xb{X4-oZ-LdoM8B#oeS1Wys*>)$C z`W>)d8l{Pju82I?oPdkW*r#9f%+h?oL5s{H#CiNGnXU{-)*|f9B z7;hBBBcJE}jl&7h6PJ@4{PV}2gq4AoEg1?53K;0Ywt&h;5hM8S9pclj-JhxKo|yR6 zHh_-)?;#c7I?g@g;^Oj!^`wMY&!7e3`eo(ir^C-=f)gO>CW3C^m+t;{-S*JxuiG0Z zxoFYbSfJp0fr3gejIec$+htK5(;v~P-+B^{6Foj${rcuBFWnP2LPhQu)Q7O{vatiZ z0e|bw5Og7vFXd&x`Ul?iuWj&O!hY`vS%{#!2v5I%g1`Uo)4XlPz&W-K)urlxJ+uGv z34eYId`_yZWXgM+0VYmP94@j#dq{v57li{g4DJ`i)SU#xUBapNPR*=@}t!{y(>C6f4x%1oe?3xD7ys{ogui|Hu3C zMK1)y^@^ATuu%U0&l&ln$1!NG#vvG}DZHx?jIM@G&&UAN59a1JOkn^07s>lVudJ@p z(9?ed%3(oA1%{`}AU}vO1g)LZ+V9bdX!-bb%KEyxs9VZo`jrfgjirGq8;zlzx7hDI zAWbh31H77;vua{bJTwqfTx09&@2}h_!9n;p%TNH8raQXCH6-Fw(I_)3OX0(Z^z~=@ z(EnrA<)gnBqoK=6?W!WMG&0II=b2H79mWhie?Rf}o4f80fpNXQq4+WF@9+Ni*IC}+oUCP9{m}pZ zb0qSzaBJ)H8C&X^uW6`a@q2;K1AC5HIJGR?7US=$=08|-!8pqANs-cX z*plk_=BYWmQh-i#E)e`QbluO!a=I7C@Hih$DeImj=6^dNi<}*=Re7*b?{>ERxB-Nu zc^!7Az9i!;bmpyMcf7Ao?4W#IDJa6jH3O77b-ZtEb5`n9pC_|&gKZG?0%{vbJ)ErJ zayx(#bkJ7{`KtZYC7MkllUTTz42lT}mvPgno`iYwX)Pk1^!Z4DXK!QZ;o;GH-mecO z(~!^0%iA?Q&9!(x1o>~zRxtJGsT>$lSjeDK@HN#kW@Mw$?MFsPNJth4dLAw=E>`sA zA*QD>@0uN}1DuH=8XM!lWXP(!(4We=5eD6tRN(o2vbBv!83mi3CJCXbpiulXX7TRB ztlTYfN_s&7LA{Me;9|O@4jxBY@l}%Vp#z^F7Dh=rAY5zEs*F6|$B`k@rl+qOdTgyT zUu%v$zCia!Ssc_*Of^N`o{R%(`0A+*ThLGIzFla^bqWb^BDg^XhKzskv?6$&_Xa(Zo<7;J7xm za-7|py)@alm>r`|eTihE=*eKv599CuZ>#40=g*)8;*ZwMj12Ope<7X>OI0FySd%}+ zUIE0@8z;>pwxR7@P;@6QJ|NdN#f>{Vt;4kE~LH6;P8v(+{bZjVmKcLk9nPMCao>^As&t~pR;1V(f}hx#`ug^{^n$@1HrUeEP|YGZ;#t9b+ix{@!t!x zINWuuQMtm>5%Lg*=)b)HUQ#wK)m6x7iLN|%`UN6JkMf-Bq#>kjVnDbO zp@SWEA++!jtk3^_X}Te9W@TBDGcUTmifwNq-g#sU&rgcwDj#J?8OIOrJ|fk>TO45& z@pRN{YbYpsdgs-%h=z|(D(~Izs=*5W4luz8Ch62h2 z!FeL;2LlJ!8Fc=>ff-bb?>1Hz#rm+u2%kFk9KJYW@7JiJ;iDpzkEDoPsg7gJldK@p za4%3t3`rj?vx+Tn+u8+UIlu|Yj%PBF37~)?H9Ku=KG)_Am28;Dvyf*Qo+O8})u6H6 z1^N*dqK)noH3d<1N-gubd#azJK-JpP_iuS!3HIK8j?^mZlu=KtJx&TjE^l9Eza3^M z>6A=o`GJeW>%PRz_||(D3cUJioOVbKoVQmNg__51R<4?4T>DC@JU`c%Q^uM2S=O?$ z$+$tH>+Vzt;qEuJDzGi4vtg(?N_`M4mK;+ni<`?+6zx-K`45wl^~?rKjs)UP4M%5b zg&~!iTnJ_GXakj@r#NEUvV45s65@S)g#8kA3}QdX$)U_OILFu3A7oNdPdq#Nb5;5C znIYqW9UdNT#UEB#-qjA zeTOckNK#5P`X}dfBPARAB$rj^ZT+;oNkQip`CAeiSqe-hj=4bJlz*`~`aV_fZ7zub z_*=qSVA5Kn+F}R2@5V7v!R7AwqK8qhnc^NIS1P?nC1U+T!oumEeK>=1-?KJ8wUuUC z?TvmDLfT4Gd3zR}H%qa`;q;N^Q`;qQ97WVM2vp)wn=xkms!wZ>m#nD0+T3VZF+!ug z{GAl-Fzyp=;G_27b#Y({1hjTSXnK5wIX$4-=WnF?01)NVG>p-S&uy0)ErWz{muI`Y z{8!epm9jPn-5TNI&M8HAF8w?aiHW(-D7EVAXY~))-Q|$;6=gf0KGqodnQ47}EO^O3 zYv`0H^lVqE&pMFmybiG5qCWi!KlWbw@oGQ|pn!oty}a7wDq zfae3yr4I&W!#omR!;P?cfA0SN{F?j>Swuo29i;WiX(pZWPtupQ5~+!aiTQu-!ZW+K z8b}S=6L-1qobCyKiH(cozAT_?OJ76s~I@hiSHFIm)CW4!fm8O~CYmoSt2? zG=BcJ`+04KFpuM^r7NC~SAFZ9dPQu-E;k=`1>X1hT`u;@bg7-Vuq>Ydqf)~=`028n zA3xZBra37;u2;Nf!FJE`9b@g1vG2XfUJD0S?o1=#no5>=s(lNECLihDhGYp zaH>p&w66|gW2c7A7QV)u9(@d^8_eLh%u(UbfXjIsb5LBOn4O2e(==F@*UTkEmapdr z#KCsXl?Fp@m#0R;LD-{c$S-|A{R&Ih_A2-W9aPU#{1U{38Q0^-5S@;4mvo-Uzhrb4?W{Z^noWel|pwDFZxHi1_2Yh71~P#okcm4~k3Ff1W2UB#yn?K`e@K%@Ni zk&xy~YjhS~gKoz<{4;!JUmTomuZIdRfN9Ib0xXSsodgg^g+Ln1bd} zq*u$NvS((c0KF&aQZF>ROXgBDso;1O@z>b=GA9kCd*j80DRMV=@R!?SiP4ZZ%m{<8 zPQ{?E%Z&9mOR)KL%iGS4Vr1u2;*d&B4Yd&+eutb|y@37myDMG4V^t(J>(I-y&E$fS z*{PZ>-~E_8G5m(xbR}PhBxofMZKfL0=&fnM_#g+ZWJI@eUqkyT5eN?n;UeZG7Pmt>9LwWq}26=d|RWbP<|-8T02+%R9ECB#wUirst$#~i5` z1roV>>ymVQX{pmyu<1c2VkC0-vrv2^;$w-NfXM52RX)4qp0cC3)8%)p^{m!tWBISr z3)YIKI=#5gSP=Nb@md%l&mW_~zj^|Lv-k}PlKUJ7#M516Jc9xnQA1Gx(dwlTm9Urj zd&vxhLa?g0Nf0zaLvAmwSb)2bqQh09^!id8C8I^_N09qNC@3T_()_byJuRdWJ#=h% z<1WcHE>k)_k42~L4OENl5J)~n!y(r^{?&UKg^V_~mKj>E7fIe+>@wsOm4(3dp)wi| z@u_?2o9_gNHucAc9HUpEi$K3sk;-v!!;r608S8L@DOA{S+5ktIjlY`LN$QFEAA9M) z_B3d0?xT!~5g7fnrc}1|)#1~Q>k$e9)4p^oBLeH@b96V`y4QJRz|%M*eVK8i-o(gA zY48f3_Oqn+fB~LIoBVR=1Q1)QaoDq*RFiJZ#gCe_)*L|pyN^Av}(_ebs4 zKQxUa`Qp-Eqj`NWl#H|Fa=!Iv9IUe4OOilMc1)}?_Jyle@l5GBk`5jPXXMJV z`AF-69?RD(a$F$%)M^a8=Gbpqm@e=!Ewl=DM}%3-DlqvgH{jvy_U!c;v@|WX>EU67 zqD&+5!_s(x&jt7*Ji0tfDa|?^25QBTdxB^(q0SEnGt14vYJ3o<>`3GsioG*ep44!+ zE3e%oFK9ab?u_e@R;ya-zF_4b5*u!M=&TRW@6k+2L`)N&cjU3{f$?I%Tx4uZYyO@E zXsV2}1@Z-6c6N5A4-Seyo}uCFG-k9s-DBKZt1dGx-E7W+~Fj(?%2>YKKxxbc;WCfH?lto9CS&c;Mq&rdMk_0bHyDjfohvVnwOtwc8S52QqVISZDN`=CA~$?vvD*-^Fl=~-X4B+%V4o-uSq-O zmC`TRhP!HplHCdYo|=(jPTVeEXJ38=qDr}plN@#I({z^8B>kcEr0t(cXYFzVqlLz- zA@wbxPkmoyKVxh=a*6O(BLc8fA6Xwo_1;@PTb7r5)bo?CAA>1R#saRW^zD{og~^Pu znH-CWuRb2n4Iim=(z_3ZcFS4~PLb`L@4nG^<7G1C-lnQBG^To7F^}}^kKDWR86-1* zJw^kvUIVj)L%DN;C{cSAbMEntr6r<Da2~M%~2xFc%4tpJbT2 z-r$gITE|RgD`card=~0P_iK5h6)J&j6Uf3*nG( zba_BhWaF(&`Bz2z=NHwF)31@u%9Nd7Y*M^J6%F*;<+m&OIICUcis{DSz%*WHL8BnqkRtY2AMor)UA4=?Ske(v&iuIZIKi zBr<5rc|Mw>XjyNwlJOu;5mlL;Zm=jL&5z~>Jzvwnz<|he|DH$g7+Ox=QV=$23>x*+ z%6SJrPENdKPKxc5tBcFQ4*Ysas0&L#9HWWIKtLVUU!eFsMq~`5sj1nD-D&}2Vq)^g zccYj6_dn)UJ$vz@!igY|AQ7#p#0m;$?JS7@2X>eb7S`<9<=XxoX6zJwZ%vAMM2T5Sui|G= zlynyiDdVxoleui?FO2F)?nX*t9-*aJLYO96F&6h$?y?I7JF^i-GX?oQ@OF$8TD)IV zU0-%+8IIiq?#%l8kL7;yO88`!s!Wa$$R=j7=@l)o4q~~O#iZ|m#Tkkz6`o1|XoI!R z=42+k{p{In^s95gYfYYn=e%<@6(eo{w#)giG>`Mucw~y6o?mtS0wV0;D)^E6+&;$Z zVo{=Jcie}^PWv;4?N3c#nr3=NUhqFTNrSk?3IlEg<5*em1V9#6Y2Ts4!8|4f)<{%& zsqE{|n^L4%xBZ9!lur~-F|A1-$Fl&kli%0c2m1iVODNgk=X9CFFFdx}@*+5T;ZR7pqZ*k2Z4Y<3 zM{XDJ+-O=_|0rx=5c{?8i%xiOppre8C7i|8ClT{hI}IKqmj=FALn+U1o9-04Gz{xA zrHL}*Je+ln#g=Q8b&TdLw#MU{BW0o?a$w!>Qc5S8c3$w5@!cbpdNY_Oig*862*3gdZi)EY8JdCBNX5=1b;#V@+vEF(b<>5zW;bJnXh00;=g`p5cyT$(GK76z5a8qAd@sUx zz05x^QdZ&NVNY)?LNiRk>lnO1MGZG7joAaK_v^zMh6-6ybk;k=q3uD=z51+Vc;DB! zY;Uz%we+*IH%0;Ii^Xm9(t3T++pc%d^<2ey-e5o?_3OjiO}bH5QHgRhS?ANAX4ZG z$6GhmwED&y`X(_Ac|WGELX`<-bgg?YxY+7JW;;3ctYrTC%KkXR92E^~E}`c;#6c1T z>WzX&cT>EkH&DC7lhZ+V>yxi8a-oH>H1BiYzr$gjRL*eWnhB2<>ASpw7?R18otpZc zy>{FKj?u9G(Y&v;3DV)RrU)4}rJj{;ABXFJHc(+{KugnbG~B_W2lI3ZItCNt*g= z*Y&RyhiAB~c?F0s3Z$f^@WkgFUJN134TxRwtlkJxM$@L_&2fy34Aco6VO*y@-rQ^J z@k(_Hezv$r+MhxWb>@kur>EDIJxS)J7HrtPfW*-UI~?PQ0Urw)q-L$xP7OSFm&*O_ z{6E*bffh1&A|{UbP$+u5B z*|WL2817?AHo(aG;EFwd+w<(x3d|~9#q?*f3to`q`3k9p0W@2c$Wrk*-6&UjD55rw zEK`q3zx!96+6{~GM}%J%ljH)jiCO>Eg+E{PK16*IDo=4S2IE$V}ns6+so zC4^XKqOo`Z6apjxhOn0#O4ytg<>iE~_|n;LHLJCwdo4{m!y#NbfKVJ-8I8@woSrrQ z!5@Psi`X|&83WJE7cb;A zju4ewbVuPe3Z0V}9oz2eKOwHn^`*Uc=E&w+lcZTEj9ki%xYcZkE%Ayr9(hv!!??%W zfs1oCQ5O@tk(GUVYb*^^<6yTBB*WpLZ%0l@7>Z7H>C+y9Ex27}AmVai{Lq}tCF;eF znjsS=$CtPDC#M~9Yb^$$&o|U){6_l?$Bn{ngo1EV#~SN!6{t)R`v)8fHEKy(xII_0 z5T~&S!74(CR+{rtK`1WyHLNdxMj$Q^P#hF~6crc8K)8$X)M?0ov(PbM#H0rD++*Nx%C&yC`aEPe8WNTKWRdca+c(QtfEEVOw7 z<93hwa{Fj+OziryCEgWK&z5&?2wIvB$)=m!S}VZ@Zlgi**Ml9G{BBg4b@z4Htd2=teqpI@>z;X`IR?Wp47V)S6o-8Mnq zi-a#}lt9Sd)ZMMrx7pQZIeDRC87&XC0MxHHFjejo6|-S=y&Ch4Uv16_sv$RbEB6cb zmwX;$W;a`YmXVQ*Bg)Eo4k&#Fi^D-B4Jv8Vqvbz6;6h7^d~X-g9@ItMwMIqcT}lDY zd5R7xzrj!=1u?winC(WgsqaT4e^gqjq3}<epXnPbc0Fs_$y~s#S*uU72?oOa(G8{`zyM)2wZ7M8KRuQoapKWxQZUB6JC{ABwb?j>i4>)b{Vj%pYxO_v@E2_mtlR z%jI+X`@V+r#V^S6+d3EEE=^8OESWCRD}#gqc$d;4_c6 z)-06TW+G$b#e{+9X%x$93&B#-=`ILwJpNYo6hD#8HFDf^O4#GdCQ5$cNXo8`C&L#l z<(m7${(z9Z))7~4(mBpM_qMLCq$F31bj7q7&f$7$^S5rmJljA*9%z-!6?_?y6+z0+ zY_((wqdRk=|(tLPS3pQ71uQ2m7NHI?) zWiD?f@Q=AUU_32ceqCl9PyXl{&MwjZ6|BIY{<=Ud3*CHk(Jm!TI~(*(Doiy5-@E5T z5E6Uv4h_KgU#IE?GXUTzhM)<5`}*NPOSj#Nti4}aTDVw{pLs?o_=lRBcqPx*v@a~1 zjlM#&A)KqO!8lw}9#6Pax%&rRP!4H1Y3J1R0KcsO9txC=AQrt&`qSxqB`>Qjm-vtK z5`^dVZ_h3uK)pMJba$oh%(?1^JX-Ha`gJ0uu#8S#S$`V`aP_;o$T!2fP& zur!gw)6*-s3LGM-{9(rU7Z&#S0dF&0(XhiIs>hG_iCAUEd$NlXC}(%uiBFx-#!x$+ ziXdgDhryz-d(P*gz31hHefXYNhMml}{^LWzTcwx9!;1dL!H?5LBj-5?(|H|C%kJVa zPA#HmHE62EEuybie_7NPHtwm>R&tnrNoT76Bs-8_Q=^a$v>3w-^&H|o?~S>NuPiF; z=C3DQ*a;$ra0WQoN#3LDQr?dDZH~xuO>gBD=1a3MaGN(4DpY4muH)>~3)@2Af>+qfJJM-Ie4o{wh_8#kTdCmm3a+P$OItR@dQ zx^pZyRLFSmT0Zv>Durvt#AZda?ZaWU+h;hroJ1{3xU7v|`Pq!- zs;T*-9|2}hMA9Ri?H#M}mGg~@a*ak4rX>%4_|`U3v0QO!B;}Igit(v}u*EG6KawB^ zAx#Ts%3|_wDinwP5o?k1`4F!a?wkA})fsu|&xYpQ5`=la{UK??(%NgEJ5`@Mufi|! z$4>^F6?$B9)3D?Nm95y06^J+kJxpp$7{(Z)oVMQq?a!Tg_{Nn z>8A|s-OOZW>^Iid;T%4m+R<=2rKw&DqQ6Acan z&faAMSopuY^&ep$Qc_Z0YqETUI4G`6`TTO>3w+bGn0L-52XCmWZm3(!3=QcGyVLS{ zE$jwGb`pA3M}>=Ezn4C>j|#@)A`d9GeR#^()Df-aD%{`S&uGSrAIEg`$O3~y z{x_!QM==;c<86J~Y6k~)*zCM z4x@Ak&+<}b6Y8H+sh0(^+wO=1KMySXs(-Bf|AhldrUA@HX*IU|roc3h#^Ao%hn4FP z2!d>Slnb&8#-vYoxsqM7kLomPm5xEG?$DU{ova-YWZaDy0rGQb&ULjV#>ScAmf{2} zpbPx(XLO&1y}qd<`|(xR!h8tt3B9eo`d>t{7<|Ca?K736BLcsSNHkbxz#lZk&0>U; zk)@}f4y<5(R(o$m-}HS)G&PlW&|bDIbKO(Qk!#aZTp3(U%dt%Odv*E`Mlr7mjE*;# zplLm4peobz{zNaszb+4v5YU~Iyd3ry9v(b=m-OHR*1${Z7}AH0-3^S|vxqs(iJbP{ zSS(utg^dRfozHIgu+FywMqQiWD6|?9awK-cRUmyS-49PzhROsn`~$=X$y(mM23ti1 z0}~=8vfm``5~2%>KYi>@-yzEsF(P*g_wARyW$=0}%v(*{Jj@y_W;`2>0OoduTi2rA zA)V2`htdNWT|YqBb5OdvzBmF|CXcy@zw45@1Ivw}Z27Eb)WH@6A7x>`xZc29Z%vCb ztr||4h#+2*%R@6xuq(Qwml|&l(wYE0suy49>29^{?nr#RmMzuzMnK_w=YFH#9Ggs*9eAs(0Bqt$B$s*-1JpD+@!~ zXZ=4|<)TeF-%n)zBwQ~b-%lQ@)lS^?j2G0Z^fPRso zNBs^}oJdBhGTvG|?n!$be^Xmqtc%9wBdgQuh2m5lsh>-|V`E-;dxx)aXYWXZ@R%gtAYuG|JOA5pM#uxI zLvd)_Cm{lvWmq9jo|tnw1ss--c0yCQKYjN``Gx%paalXz;*YMd9!uSNMh0?V;VqO6B2k zcub7I2+u8Fq$UX1K0G;4(pcjrC*@>T$X}8U;TlI5yPh>O`){!HZ!oH^8~7Yfs4VIo zPSSPr{+yprHpiY*`F$ezr~;diKruY|ZeS!@t1tY~ox!afyTkR{a-;c(I_J7|i0kRF zyNB@leEk(Yv^xi;FOIFRgv4*?ujX!q1I)vR5104$qyZjHb^@~3;4jb5zgJeWMAC*h zAGMc&yao*IO!emB58qQ8!oyLSOlDtGNj42nPpg(JKc9Tr^LAlti?T86fMtMw0x9ip zCtLRt0l)(0$_>Jxbyz^7L!?54d)7wn-!x+?mFep%qT28&ALp!CC(Acvc4=irG*^i# z`E*BZt-pooZ#6^&*+Z~q;<^+u;)*Lp@C|)oPx@$p6;(wm`Lp<~S~FJETj%57KS7z7 zfE|wEiQawx|GA;V0KdxPp0K@*srNVfV3D@kI8>~$*?FR?JNGKeI5Jz?!(p^Yn@%!e zpGfiaWM~*B?C(+jS9kP(9uW9|`G<|l?8$vgK?r&M#yoBjGI5=!1e0>W{a8N-0bi{Pf3Lo4a$hVY;6`e|~rBUmzh$0Q98=+CoC! z3mCKf!lwqnC_IuI2t7}c@M1EX>1Ppqa+iR) zLr^0;TGV8o4rh-K5`Opn3wkPY)cey1wuptqzbzo(R`te$k+fiL-o<|nqvm(&hJQ3*Rmi>U-#?j`@Yk;zg`{r$n`Zm*@A+S|SFzq`H4kcq+? z2vu8`#lii~1aBfTS`JIOJ|0UK4e6z5(^Hu#3`Uh-( zCq#9|XKX&a_9=~pD?xC`Yyy9doqwG6pHJ++-uk!!p7YA%SFPuN{o((0h#sSm1t>W= zxD%lMyNTYk4c`VY(*RL`E^<=Kmwehthb)p7P7l}uysHkLEersdRU0(j&MbE@k{>NKj2#G`i z81v7!9M5(|?~%;5Ny-{};)hPs@nIy>F#o;|aFt|YU?$s2=|QTp>l}OZ`gKqqy)zsP@to!}Kjb}!(l0~(}1o|~R{!t;jKOt@bY-hl51$oH+R zFi3cu->EJfQ9s4PM(i0FX_oe${QU9v$D2%r3_Px>@|jov@O=6I-y?A2KAwUPj^&ED z<-y;7=YPzbz|jck%VDIu+S@amtYvFsc{lR`L5DT zVyJ(C=}oQ;VSIEb*Lx}$`O)ul3ve#@kllR0Ps$_nDjBs4o`s==T>LQ-qX3nloy8M< z*_*VeY#Te}Q=5OQ51U9&6g5z7^GC$S8Vs5Nd!KBeMSc<~NcfMdxtB7o6cTO(juA7H#Kq~f?0BmYWkiT z{sksG+W-v?WH5e9E!F2oO(8pQjeAh${(JdGCC}0>T`g8 z53}*D2aRTp*xBA(nriu1nL^Uq&=Bbj|3^-Dx6bz>9*`_5P@n|>b>NnPzPzVAwO}nG zC6xkjr=i$V3^IbIkT_;zk%zY~PbMZ52hntXRTOF?3?sv~EznhsqmsDo;%u&tG&W=b(kjQgdtXlrwf+`{{odqHzEG#WY46{|w z@w%lXUGVhUl1ob&-ec;|)*M0W!Sr|E#-j>(;3|A%%hb46T0##|PP@Ka{T0GPgVdAe zkNo?1Mtl75=%QQ|t(2jpZ>G|;C;9_0g@Tt;Sd&Bsvl}=LDQQ&|kse4F?5P}#MVu%L zZtm)G7vh?T-yD558aGfpkH^^=e5RDb*CljP<$C9iqjPb%(z_&h0;zp5(qAuJZZQ(Y z>hhWAt9oN*1y%a}n0M2J0pkn=5|RvpL>1lYM^_c{JyFvvt3|_SQ-o<5C_J`lFJ7D; zU)*u09{dto?WbR#RxqXoV8Oh->65lLV*TSSkjuGOcY{!Wvx*jEC0_rb*aBBF=D6mZ zIx zdvFlP)#29Odg(wTGQzb$P(ywmg$!^|*FR{nUlOdX6~d#DkalC4KQy(ml>Zvzk|_u! zqD*@8<_(bP!TUSCF+W-j+ut|KZk<@OnC>*`7B~TBpj~04z|GrSyx-rcfwsP`Zn+)q zmn#2G7(tW2(`}NCx%oRvK^M^?UdZnwa`j%Vd!&gU_yV@~8}D-BhfD1)c7Oli=wIfx zmYLn$c%NzWmRa{~6!MDL#nMby3p2AEt&(>&RM#+BD03!^=837cjP(0S3zxfS`#mSP z6T~qwRTz_{^){!A1|O||N(AN+ycWRf&>&)hk4M}Kj;W&+-BgTU*05&Sra-Ke3iuQjH~laMSDK-R)1tkAsM4xTxaH%;RV{>X6N`e8EZ+uaPeK zH8Ki{xJ#th?;%dtH1#L#%P=W)Hbw?5Jp+>m@&+q=Te^*!Nq8;dyl=GaxA;h6npT#d-;*_au1{M6@nYAcD1%J zKg9l998*r(kfk~w3bjgc5RDdM#>vd7Sgw;zB@+4Thgy4L$BWo$2uko7_a`90hpB97 zF=*`+EwhEbS1Gwd)mR^Byd6>r$nSMH#u5+?#)(F_^g3!xS^W7VyStR{0t5hLZZL31 z)9kpaRm3IX-{w(hLH)9)8)!HYB%H|A-a~6AP|LO_AinwgDwEdx%gXa97ll-9sf9P8is#u!mYc(&~{%qA_y+DM7{)O ziQOKM-8f;tfsNgQen$IkUJL8&&ggqz#S6bbEK>lvFscdQd)Wp@{lMi}wkwf2?<$h} z3hLwVwA}dW1^5$uN2@NGDXnW|pvD-w+N&2Tl)&qVX58^mAu6z`;T+h*moMkqaxKl! zd#I&_uUd1?5s3o1TC*FqTm_n{p>ONO*7q~XgA0Hgs zGDe&y3>9cl#@!v^sE|-m@j2js$GB(V{f`pt&sVx10ATTisw6j;@(+x!!^g_fk^#W3 zGTX2wh!Yo7E1o@PAii&X8=AxS*x|CPKT(3~(d`Dj;`q#)&xy3AM z6r_5kpon1E;SP^m5W8Y8!{aV7qo`9~?$gW~&A+3C1)-?CXty~?S31MeLUq+u;Eqi-B3`^91rvGBd|{YhZ- za`u+XN!4hnbJajZBLXb5bUZM~$d$UY2mOiDBL_OQzWEbJ;X&~gJw!%}w=JE7>;cj) z>760IzUla`nyIA;4&LO`{hgg}D+Kf~S!_IgjW_e=y*TxBZ%4_0tz7Wbo(=_lALP`H z@HCv@*FT91I==NO_0?$GLrp>~YfDw`##kezTv7o*R!qMMhwUc8k;#0WpmO2dAX%j? zlrTq=%UARDL4uWXVd%yBw+WT0W3%(lcgBKcnV1|Eqoa)eK|QzFBc&a`RIe6VXNV=|KkTXf&s&;qsn}klOx5KtY6@%S7*Rych;+uYxG3jMDIUilY5h6prHRMzy^iZBSi7wT*NT)q7-&00BAvN5t^^JJ ze!>)$fu0obhGM#0v6?4ndMXZzBz?0+lf&8JTUm%>qN@Ax2@)mQn>XS*Sei*D$1Mw* zXbR;eLNykl#OktlMRvFvRZjAvVUQKdh%BH17r6F9ioqzuz6l6emaoGi_4xT zlxt|Z23I!u8P>H0u_cJ7$;mlZ{8iP^VjZOV%WhZ=LB)+s{j2@OG*BPk;GQW!@Nz0F zA;-=+Sri5XNjGR{9|W!YNJT}vj+fTEfYBmzkX1ux#W935veTYE;N9XDEjN1nz%DQ^ zD7QNOYHFI*ZJ86ZgDEU}ejI-0i{yN`(EO+d(?T3w7VYw~o6;T(QI?lg)zzIrB!r(( zztQ;l)={?*e>N3D99%kuqKwN<%=S{x{ru^1zq@{b-4dktqfAEDsqlU{-n$~4*W!M5 z;@5v~0x}zV8jvRkVcSWf>b+lc{f${fyaF4<=t#g^2i_gP=WNAD|HApF6c*3Y225Ml z^8(bjoNBDHcAwESko;b9%=gI8L_Jqblg-;^b$@l6=Z3Ku-PKl2q==L!F|Qd(_Kw_3 zDxsPx@(MDbCR8Zx6wI1b$L#kK5BBza?d6qACdKVM-^QMh3t#b`!jLWVVz&eerOR~gpVqtWpK;`BM>@gt5?Tw)G2?5{GF?A5hwh`U2pyGz!fu*kx1ed3R4 z8iXAG?ogGH`o_6d%x{1Y<=d7*cwoOqjnv&X2gxfp91IZha1U&*ep0lTAx28}H}m zlP+Ejgo6-jrA23ArCZ~@ThGP#3W;|Wi~LWAX6=tMe7r!B7zPxb?dRuv{RwP5-Hh|< z&EprFpUAg1V6G2{`@k54or|q|(Pt#F&e&o>Bvunc@6K50MByEd8 z`c=dZ;Jd7rTkSVz_>XiO9_9@31YRU_-RQYl|wOZ1+?= zQ@g#6wlls5u5>+kWn^AWQ&UZ@GjHDP>7!jac9>+hRu&g$-o4mM#%j5#BRUfx3!|C49CCjoyuLNX6Y+yc z3p2bxTGPWGO8tFGJ~MDcQNobj2kj&AZP}TgSY=6%%Z=aWXhBN3kv7V6%o$<)2Elj5 z=5nFX97$VX^2_qW{;0i$uRjv_w(|#|)230Y-KBy~^3bs0k#GL_SVmc1+GT>-Z|KQ^$qOROT$tRjVL+jX%A(JC@0IWD8X-R>*Z3$>J& zpxt$Z0S287@$UsZ8Lv7!AVp2mFxq9X)Clo2ckGL&q(M=~X`4ag4ILUmLNHOf7K z#DTPDAKGZq(i2cEsx+>F_09stJntfoDR*R){KAJ>e?BL7cJw=7NAn@R^<(X_VRV`# zh@-m|{5t)%LoK-2lF7;lz~J}DyTN|x%|@Fn?MM}T;p&FNX2by?(%O2lV9s#bXK3Rd zNg({zB>xWtaNn2L{`;UL0Wq;)9ggIf#sjt|s3PLxZ&u-pC16&1qSG)STaw{|P7X?^ z6ubN3;Um8J^%#YdVuh~f)YL#~ih>f3$Rui0t(Em9nG^KL%PSUlH>pP6?6&Int+m#q zKDQQkNqpQ#=fT3TF9h!_oFEgifika1n1V#@Vdip28!5c5hId_WeyehK z(dDLJKXs(I6X-91*xfnEx$(mTj zD0&@M;&)L;VwiGWSW0_0l=eaKK%glZ-s?Jl4QaZ zA$5d{2Q(pFKXD?@>#9GF#&nhKK|O}WZYGGKm}sXY6cpaOvwmS>PD$H0S7#eb8M$TF zGtgEL0W0#pqe9ru^HIbxKO5;5JG(DwX%;^BnjJ#SD zMbI4YR@eg`S`C$DDo(5-I%R8k=g%oxQbyzZC#Nz4!>ondzp~APK*Pm-SUeek?`7sU zrlYw7FSE&9j`Bm&uTIeW;^q7&7wlGh?Uyhn??YKPT9_Q5E7j|t;YxYxq;*dfk|TT85N(gWZyMOG7Lc;*8g2Kuz2GaaeS&e) zrih%Hjy>*%Ona0@f*Z%>+!`T-{DUf)1UhP^HmJ`r*_9}QXDW{SX(MIWNnS*l5(OMu)HO+4sZ7alNN&H!WaFRuktCi=UksU zOHETaMr7YHGbeH1E{n4}?!wfwTf=ZomBt5$iTv43Br^tUC#^B1|AiaaA{UjGhVD*J z>2iqI6}3Q*JGj};p(+NFw?~E88#`S;5jjzm2KFYMJ%fE;pDu7>%!dhDH0o>X-auxQM-W>QuP%!?K?7jAz**9qxBR5#y@+dm?^0q;@>GsB1NL*}ug;ZZ4aU zoT__o?0hxn6nAz5qY}l!<>Q?Yl`{M+Cy?*Y){q3fEr|XDr!Jn zdADzXEPcZaj8{Vw^Mjfnecs}=>2qD`)m7;jmi&N5c@ zrIP7W=i#&Ux^WNbF%=eSiY`yheCfbhJsBpg%OGl`zubHSJU0OoN+EAugfi+zVi7r% zsQ=mk!2T%!YmvRVJn>Xa4@emFLY#t5F@1%7rT?wHY=;)Dj%u5Rhlb{TAyaFgu>Up1 zL;F|jeR0gGBc!LpLpr1eeQ}ay%2nAsF4qyW1awCug$BEoJR>BFv2Kxb-f$geYj%5= ztwZl-IQ$#vFAt-rG~SywGVr5cK=Y99qoyzYu_HQY*Fe4b2&7G)0~DDCcEBmGdWLmMz)j3)38+tWSU2 z0|FA$3tVooImZ`Nqv?~iAHJvxq-@5e%7JnL?qNJh{F3D3c8aOH`Qmu)xC1s^?(5Dg z-GcY3D)ofSEJ!J)Uk2#O0+kCktEe7;X4eNr0~e)=%1U_+N>cL{BCSwHWR!rtr^YK0 z^yhze*~qx=hbot$U#uH%=*xww9jX5B?k4JI;EqqZMd!$7FfgqbWfy0)c4ntq}A1l%tamp z1}^W^n+4@5Kz1bQ@cahJ5YIZDE;*8e7W)-rRCk-={dl~JYQZmq9xjySsRsA zbg>$)Q_)%S@M3w=t96d(%y6a$@^Lb69|;fc>?5|)?i`{5l8u8&C&R@nN~_y;$r*!L z&x!QMSHeW;&0B?1!!zhUJR%|@VY=$A-W<-B3v}@Q`>TQ9C=L&AL>}Bk$~S*+sWMD$2ilDs-eUmTNaud`Zp}KFh0{d_%S+EQ%Ok z0xef>1#tL+AedJ0KFG0+3(D-IoH6+T1+C+>_R$#~douj|jZC@fn~ldI;sdvrs1EkS zF`TcmBrt`u1Y>GJ6u=0FX(L}G1>v#`o`}f(>D=YSz}VtKG^C_bJd#)6%nqhvf?;N6 z{;U^m%aWpsoDfIut^&O#`ZOji>oXptzwWl{ARHT!kkdU;PI;X2!uDc~X70OnJ?GpH zutQPg*d(1W_0HA8a_%=d?5TlO=r68$_Pmk5xx8F$Y#t4p;m;jH(@+}edQ-|>XZy5w zdk}8QQRSd_&`kPc4*8Ag^0fD65<|=#GPdaN_Sj75)$}X%Q#3*c?5XM==Kj*zd4`2w zyWqMN)TL0bnryX(hYt}U^_tcFEnMYD05)*4I}X%- zYeiNEwv5Ns581c&z2O8C5)&ijJ-87Wm`!3_u}k&?-n+PWZl#O&`(h~hzg{|NSD%oL z^{93^^cDpalfF$ds*|~i%#G~h%9i-_^M=t%%!GY3zPI**Rf&gPN??)2J8mGzYr8t}o99J2yeYs*L9Dc&a(xr-Zo&uGj` zpMak8>QICL8w8EERh1VyHix5_)5J+U5qhxmZZkE;wwHPx-Y{NxBkK<^gisgsM(6H~ zde5f1)`JKCY+$)fAvekUBoSw;lpeQn4KvIU_2qyrQD{X-dq6NR*xT!mc_&(}PqG2* zI^Q?E;N~%p+F~gacR;TR=tGu5F-*ARq$LDoA%qOLs_jmmrl1Gmx0f6+~zaR3cyf_BAYrB{ooFFvb8J`sj{YXIWi>N?@{j#Kj?F} zGE8>LxJlKn?j0|qs~4=_&AZoCdv)4X_Lf#A1i|t4`W}}|91%AvwnhGLfaT!yzXQ#wtt{xzUhK&)9`W)QEP;XCE zFR)su57ZuOq_4dJhABgU5@>Rir#VxDE|oWC9u*7NsH6@o-FhZl6mS-+w~B?DaX)Ag z!@~-0j!sYJAF308?y@tK?>-Cw@F<_FUiz6VY0zuXem8^%%~_Vyg9EfClm;4Cv`6kK z@XY9m)ebu|VOez4RieRhsp2|yE(qsNv5l^8*=UxP7wJFUA_Y5n6r1k4MUc+THZUG* zozt|8r=+|*`dY^%v|e%UhCs;=Jwc)F^L_9KNh<0g0CFYZxoTnWNDvN)SBL8~*`t&g z%y;V0W&&2f97Gp8)}b!FkaEU$;P9Y8^^{Gk#zP|0-lU&1w(Kz4*+tPtNqVDb)<4Iw z%0VxysEjI@w#9LmTb#{OB=CxOMB1DHBw}I*ru*9wGy7oC&J*cv80Pli*e=R-`%btv z`}Pvroh;htYB0&Fp08KJFlQF|j5IjjHY#SXsrUoY`PCt{nb^&Des1HFP-=sD;4LoJ zkYp_CeWy|2g+QD3L)Pn(&><#9U+6CJIXJ)a07g&{#7HCqIagcH-n@!MSdWXcVP2=6 zQTt|k?0mXLRqIMeo*Glu%B0t^>KYGVFw5mC<#8l%9~bpZO<`CtO{(a`@$p_&tE#V{ zJUW6dxN%2SDp;gX0Z~7Lhs5MPu~JtJEIYH~%vf*M^p#q~zgk`U6}0tiL8$y{Ae$L6 zO9fvoyO>mZR|@(`Fy?+cq#K~J*TN_Sr4bj3$Nh;ePwoB+FeV#SqCla}iEy3;I=$c! zTz2Ul&Xd$6&recFI3o%L<5K$qmIqN)CR>$F1__Sy&e6DS^V-6dw)wMoL}{ zav|k;=y$R@9339*)SufV_=SGp!=~3t+1D412$eZO96maFFjcn)6^zFjO+;+f>uTH~ zYDFy=Xj2!;jBNh=f+X{*yEUiZ<%vX|5=#AA9>TO!avI=p`p&DgZzpFs1vhDV za(=$Lw6T|caFp=n+JUE?oFq5!J!(I8P4wBP?vCg4o~N)Nxpo*BC>orPnz0V9CAkaT zx%n8M%^t}%xjRuKYB_?0P(wObL#kk)gTEMDJ=0h!r_P#wg5r8Qwcn2yx464YmUNh! zs&BkC*7V91m$MPDT3yaF7;@LR>8>D06_NLAKJX1n8G-l}7Q+#V9v3eTPI~IX53W&+ zy7ylW1vjF+iKh!vN@V3 zsNcy|WXo-f1RMMFs*@4P(rxW>kA04lM2i@r1OuH*^C`fJ6vB;4r3W6uFB4g_5=Iy% ze)T{|pzh_OYe!MX=On+#e}NwuC=*SebX~9cMc@41dm<9%2#*_k;`Vl<&Z!kD%R*_Q z#M(63n~wX`Ep?@s``di(wT{V&TGO(Y{`&Q(x)<1plp<~FMhm6++eznhPPywKSGwGz z%D6zWu-6SdTUzB$kwh?kdR#~{bIF#egyR_TrugjkV(C-Dkmk+jek?IzJCHiC5%9HE zpU`%)0ZwMK5%L6aN0%06m-9AHET_Q8yaFvzpRcGK}pw9vA{-g>t?RjQ2{`mNg`_) zgdg-6=4)b|Sa7^U)En+%E6xh@xYJvs%GO<8-Si%No~Ee#$c4n(UFq*)pT@TJW^4y5 zLAqrD=-MM6o;R82;6BWEQL{NY^2k-F^UHnDV3GF(mHg@;^Hf1Fy#k&(Nu$D?jP`5j zl_Mz4WTHIHCNt_QtB=R6X41)heXce~w@P1-larec)-woqwhfV{$QmMI@bc=YH`s(L z^K33r^c-Rp)C~rpXCdt_R^*^>l-;^#%Oytde-@RDl6?MVY48xSLqi|{A03ChS6xjh z8I;8lDHtQvGKmMs?zc-sacx-Fy`Gn9(H4Ov`wgvxcO7;9nVzD*4eCD)gF%AQ1&KUk9{n>_EY-s*!Z-W=492`?-J^N=*x_WA4Z0WKVF=D zANeMD;>?QFQxIdh>T|-xtAoPy*}G|#H_wAH``t(~3xEj}7R_*ymT{GS4MO!dca@==Ev*m)N@uq3(8K+EXdjqx&3he7X zJ&SLmIS0n7n6749lUr(2p5Kbc9L{)_*E$fEbh;vMyR&qLMTdDKH~3rcP7HqL6!PR| zZpF1Gqb?jTP!k8>Sr!8bOlxmt(y+|Y<`%0>JjLus-_+CJqux`HUh3<TED~??J z>aoe@S<9=UwFLo_&ai%DizmZO?i>=KP*>8Q*d7-T)zTnZMLZg6il0et!JSCpq231& z^9E*1qjo`a>3cX^I6!7?o-bnDnQjnP7b^>LP(Is5t^2N)^M#&gbF4sk+mf*gEs4KG z_-tM7^Kx(2&9#defO+RXRMs>SX>m9v^Hvr{U_H5N^@(oryl#-7%Fhcp^EOka{dySj zBB$4K@w|O99U-ktMKzEFF$i_;QFF-zHy4-j#DKTmRg)HJZrfUk%{wUl3;;~ntv4r) zoaQ9j6awm#%~NM7HU6)2@Rb(l+@QgI`IOz}-ORu@(pJRxPq_v3DKa17%u{=sYY5|e ze9tTvGZg}@uU@Ij_ciqOBQW=r!wK(%;7)~uM*W+TDEkp8|GyZ~L1fMSNc15dYJvgy z1Oo1AYAf~GxAR88xNpH-992aH`y<<_XHSOPu4=V$+$IMlW!wajdbo;^7_IVRy!=F2 zY-xDh^bS$f;sxlg`*m7hEc0+UyM=PuSmm!E4QvzAf{RvAg}D%%8>!>$4=}kb5|is! zp_+pJq5WxXYpvaSg6!1MMqfV`Ci0-Ewl~07O&l0iemN{vgXIaohl;M_BDf_hFE4L$^>&Et&MlESfVwb-n7`a zdcQ;za@8)OveH{V)jIWQR*Opug^N3Q;?h7O}s$(Lw;cEA)%Eo7ECk<(MII{7H; zNvkO-?@N_P+|^71u0t~g6`oW3-78Y@cQRpg^yj`t{OQd3#J5lBD1)w2ZyL12D$0*a z>qEXoCK2yn4pomT?n)FhhY*h|?@H7!K}jqjsCpn~?AHmGT=@ulEbPh%(jH9KP3pG> ze#G3P=|9>N)N$j{@>^Og2aSJ$y~fjkFH3tGbDCdpOfj7ux{RaqTx3erPKM3}m$$ct z_TF&-wRr(e%(Q$WX4Vy_^9dX8kmSpjuZ!Sdr$Ub(y>>9=HQ(pCH$h9g7A-#i5z-y^PpRA=;BOf3FAsmr&O7W0Ii zy|-=<@z6>9$2obWxF0y6H={J)xt1YS(AB2`9|PR{$_<@rYyL(j1Z3o~nBa2ghu}E# zBqKdtHj+&0zAU0}U$mEh9U_n^KId58{yI7)O-ejHK9*U@OkGm*mK%z%6yf_DvNC$Q zn{S{2r+WjFFZ?JfQ|d`i8bMkgB)Sr_(&G4au}xNuQ%$qz%l5v$_UsGaohp(|XIED= ze80e2gYXpl`x+sarX+g0Sjs&^99S{ojV=(jHsE!Z1f+)h3CA^ZbPY=rFfvA*Wh-Qb z%s^!{V8|o=pn4J#5-Jv`v!FVB?hB)$NP7dt8w#x7)ST4!iShCApJs%a!{4bv-T(3! zIOC^!c|i&0CclqEt#-exyhJ{nHe9^1>PS%mwpgL7$CDnA_ z@pg0fmc7t*Pg|zT&El5k({1pKSITmQ<*cR?m90We!CJ}gM2V=2i9*l%B@Gxv9hN;$ z4qT{O`v=8qBVy*Wa>jkQ(=60)q^S_B5pHNmz#jf3k`K{h>6s zuu+VT{+4V0c}jsi*7b&&i2U3UJgrEK&v^D2$+s?o;gz-LO4M`Y+FC>#D|#7|mLiNZ zhq-=cw>B8mN=6AXsYj!?D^@(tR`~h3_1Y+sqoxqX*ADY zf0}k?jGV+cL@=j~kp1##H$}5YW{zaATJElr`cEA?pJbOif@N1Q z{vlEdOM(Sk_`##T|JwKef!?Und4HIAE-of1FZHdge{IO~_NfYhPy+%cEl989O}{1UV*rw;{luC=W_K=m*+}j-#L;MvbXCMDWm45@7zaJE9LRVRdnmkC{(dcCu>lri|A(_!yM2s^mkM{_11P#LpGsm^bc>-0r|`bTFu)8moe+`3p5 z8MYPYhS~}{R+TJiDJ8rz1|dmjnMXrOg^Zcnh@_fAyEi?t{Rnr$I8nxb4mDwjz$aBd zDCXy$`g3sp=ifA+ylM@e%VaF+TjY3HYZa6Q28EJ4R+&?~RWkR}Zrj{~*o7zEO|%+P zo0jJ+j8fKeX(C}F)NB1ZL)ByU;h#PcaU)tc0ujJ-^H*|}J}N@oZe9_YZXF0R_cj;T z!xUt=8=iknYhOjwLc@tERn53e|_}isE66|8TVmfU}ORHS)%*BxaE_^#zv5gbT@`f z720v(-h>o|fVIvOl;Q5~fRD^3K90B@X(Tu}IK|9&IwQ;l&J#O0n<6w}d$%-Z3!aC1 zY=1yK+D^_wY9@Tj>!HqC zcO9D0razcfZrFQ7*2j@Ew?PM>tJlU*Sokb#TjNFk1Ayb(4FrO#Ik&b8i@B zi-OYN&g)d=wOi*E%rlL0T^V(xJPD7!06^bh`Kh+TO4G#@bB?A8>H6~*5;9r&`E?vN z_T(r|tCUJ)b=CO$tt8PA+R-TvjG&#ve86dMTGV4PUl_glsR42O%BW~l{rW8%1%-S~ zDLpK#vK(E|_2C}iFN^dYXg_X_&Kuuo>)u8}{xsIiC)}8`i(r6z6&Dtk?qM=eLt5y| zk1qI+Is=k1GXwwc3+2DDA(H)@Z3PqMR&KrzqnQX7i96XH9A4>kjir=wQNfL5y?-yM z6yB$ClMVsR#`9rrwmtEO;)|Ljm2%H|%O|RxK3=GYR5a$MK7WmssD#n|1?*0BrkZ-c3tyPWux$E!#* zG~uHWdaI9b6KcO2>Rh#K1dcJpf*n-IY31d124WcaNqleag${|C&E=O+@iw9B?;%(w zHLOw`bS81Ku*y(uT=3AorakI|bN>0YKf-)d*NKEH{A;lPCw-OgO>8sXV4DW0&4KLYsDaLo9F8|cPkCQ|bgB<5KDf1I5U~exuFQ(OSlRx$et8#{dnFO| zmeyvFYHu`OEdjzg2lQ(dC6oC=7OC6sw4?SfJ{5~Xo#1|3(a`u(1y1$h{BX#4s4wsA z=J+w0uk&r@uR8NZr!2L7a1}6#7(W3Wrh|j;3;GzU4G8udGv0~2mn6r4!6+}emIa2> z*KUHlKN!CRC}6=pB;besYqI=BM*Fd_FF(wdO@XGp-7!jm_l!B&<)kR69?zc@a$Cj< zA?+VK39LUq5yg1ytf8$8DD*{*jB?#Xl@3NL`-QW&J|oU2V}pGBGMgxgng>+AQ{@Y6PZ;fJNJ&Y1D?vJuNqdj|0oN(-Y^_78LDP-U z?rvdCS+@J-Sh?wnz$UNmTSY%|_?4!`*L)4uX(GoaOBXubb92(%H52_=o@ZpV+O+~y zeWO}8)OSsQE%x>I+1Q>8{-ll>ba6Pag=fnz+p0S`k$?bDD!|9>A`s>oFDbA1#_&&x z@_-m>{KDnAR-;>7p=M2L7EI{_Qfpvu$lLyU1NGhG= z(Hn*p6a;U6lri+=j?B+5wb*TKC0f^7IMCL5ZnbnV|Bkl#F7%b6!Q_*=a3`! zV6m92{-hnpsJ%kzeQ98D71nayUQ0XLEjWL6-&Q8Os#EzCU;>$y78<73RO?gfL+aW6 z_-jAs?FB+qZ>{TI$_){0uaua0mgGW6$LG=TZF9sM!BpJ_ObZi_XG{2+EiEm=({hiE z6WD~(f1VctUsW2R6Pc`T;EpQ^4+Ss;^SFueI7lCwuKq>-H?xuK@XdB>xnrfN>EL(o!tOV6 z*l&h`oEMWM%kZ!CtgJBt0s`5fZ??R;s+{f~ebNyb85t0ad3ANw)!CUk78)){!k zWb`#GHa1o^6Bffn$GF}Yo??C&DDKh4IWJQ;(m!YfzYxoK|D|quSy!-qAmYvhn#^6z|; zXRV&z_YwfAu zqxohu6&10;Di@@tJnNrze62Y>aoKYjb*Wxzj90SdhJ{RPeLRJ<@giAWRw=R|o^m$; ztjRSs1gC~5?ACX089FPTS+7(45U*p&fCJv@rnyYzSO;eZTO(|cXduFWE){=0o$x+Wt#~R^_t_v(abgvQn>QKIk#M zBQ5al#=e6DDJuCWA@eZ9oS)%O{@5R+h2K@>9}jvVRgyswzR3TFWV9am=8DEdSfu;+ z8L2wL5;J=>W15>#G#B!n%}qUPZj7HC38*`^KTKAlt?leaB7^dM9u`+s(TnXv#}+KEixj~+ z(pfhw=6(l)-cnkXlrpTA`Zpz~+m_!RMV*|;=T?&%4nQqEUR z=Ag(=fa-+4C$VFG|D$@LCVMdr1v3+M|9v-#{XTQKXSfe3h@iW`WDzuYQsM*d{CxDTXc2$0K5 zM)v(%i(u_jOru5RLEQgiL;5+&9<~tSJKp&r+}oDoi*2oSJGWT|eCZPh1M06tOy|p6 z?HI2){WvNu1c2AaaPPyoU)N;_=FDn*)QoL?eK0aADoRo+o;m#<(q=&QaK|kYo6Q1z^KUK|#@# z-{IS`EJMI_NGElxmon#5SviLB=$nLv`bbtLl38T%J4Dm&*82#R)kZn8ghfjcZRr?+ z_2|Th^qL6aNx#)OU!t40tvu3!o=TkJdnB`;v4N8J#nCQ*5Y`t`@~qbOWLDv69gpj$ z?kDGLpsM;{h1AaG&)7!er>30Yh`m4O|0l=V}W6cbCXu6}-Scu1_F zvBcIJMQG=o*>g%VA3rxYx4gdofgB&f52ElS_n>ohbR<_%QTa@r`U(#kh(1U?bO0uhY z7PtE373RaiV+Cqd9oqBX_EU6QAaR8OeHiaB>lVRM<(H@Uncn@4Vi0P9-R*+ic`NEm7NbdR&m#t5ygxqi zk2>-9;-8J)wZ){)js0WmPX=xdFH`nbH-#V;f+hXDQg<(T=p^PFTtj2>XGC&L9=n(l z|4xNWra-u=bgMA;=vm%(hN#tms_L^;0BL z9;0%z@xWEyDb0siSp2{bo59YB;=hN>VL^~{tfsdgfOjN{H{DKrz(j6Nx%(O+09{fF zJomErL!&NxC;&~63KP~_$*p@-&6R6T162-#n&vWribM98k2iy=ot$jAPopZQ9^QHI zS@pe=T0+gJ20L0smwW4THJBh2E3fAep$Z-AvDCt1HUTRh41DaZoAq?f%0(Z%INFjC z%3Ye%J>KNVR`*7t<1J<4JW&RH`XHX+A*SxmUM<|{D557x`44NHRx-CaDM_QLI5@(J z97*pNJ{4N&HJcZWb`6=))pSDx9E~7L(e?-S~o~gOBO{IT-N;^9e0mEHJW$ z=c=Hjh7M3k@Z3%GoKXHo_?*4bUX7^k7(IWo8C64epm7CvumvL7Q#_ z*4ph7Xku%iTA@8aKp0gP%G9dE697tp)M2Bqkwu|wEZI7-05hOyg(t|Yls4}AWBdJU z^?zmtF{e<&1F&gA4=eX*ScWgy`rv?(n`t+{yb19@)tWv?MJmHC93E7_Hu>aa`u9{^C=n zSRD{81-gaI)>&>@PT78YJMla@s_T4vvI6ONXONJb|C7c1>#(ny)tTb@87-j_rAsF^ zi?PExSUqRk!O&(^+cEL?%PT$`SozMUB*j>UrQADH*V5FY8p=*_&o->6??F3e|C(@2 zMXOa3jr^1|OFN+_012VqBvq#?(rd$#F{18uDuI!o_iX>4VOU zBK3CO`2$TrYvK&-vzQ^bVui19mN06nH}Sf~D}#YqHs4jCA|WLm4oV{*2JE*elF_Up zT|iRfs(H*8{SG|=W@dJ_`|DTaeqIiQ$B8Zd+?Z{vGGLMYOr4Uh3=Lc;Ag)X&Cm-YO zE3iaTwV|(W*~;u}Y=$(DSCxQKif(0%aFe)t1F zI7frn9uO(>2ucbz_x1HLBdJ+ao2a2|G)KE)Y+JNMf>O{zgBiGKr-S%AEHr5rp9cyL z9!=Djuj|y@Sml5ed7I>9s_2Yp9*u3vgX2(YO2Am?QK69WzL_hPgnbF?DVVO+fJzp9 zV$yni8+J1b`cj(YV&>0ZqhTG%*>RHya81N!RqEM#5pC{Jn@sWOzs2^l!Y(9C35CxB_QkNTUTMXnb%h(ofz1e|DZ}tIg2+R$4nu8zC2=A7g0bcmC0AnVbh!Fni31nY<{P zyXRUN$FwFI*Cy^<`Bf$M!M}C0?_CZ^ z-dw(upva9gR#tl6)BMdJeQfNaXY^VBlYt9Oj8@*E{Wzj@obl;Xos$;TzAv1|6Q*rS)1l;;2vXkL8T$`o zR5+9tl{Q{s z>EaqIM2-=(7aI@;HF&h+GfL$7sHS$gBJkzb=h@59;i!@~*~-UMxw}lhS$7IMV=kv1 z@Y27wGR_Ym-OClR{)zX?W+D`8TmleaD1J{e3*tI4T}iu9XT{5g5b0BXJ?L*GCu#mk zakF(Z<^e;~EJ7nnvjWs3xxmfH<-=}~*wpZ_fuBYN*e1gxvl z{t%0S!o#bD{J-p0UhNMD@X{ys{6f9KiQ@zD9XMCcXq!0wuh_m^!*%E;3X8Tn(KA{b z(XZdE7j%C<1a0vqjZUmrp!(WH#J)9mwh})-9iXg5e@d>Iqdr`XdJRO@Goc9yNKy|s zkWVTxlENf!uUsXKPGxw{Klq^~Ax;H4M2A7uQxb5n@*BCo`e)bl63_*R$FfR>H`ffe znHZ@fuvG7hzkF;le^6J9M^`_+*;)zOb3%Ybk;rPHDxww_$86b}Hi4PiE^$q9&aT%?Rv7E1=0A$oKJD6)p;QH>3m1bFgxc) zeH67*vI>sCt!2#tT%+9F)PqY}c#)#)4#RiY z_8tL#W-&apxo=X$N4idRhFBa;1xYWhZWS9xhU%P0FDpE5Y~Uec^xENDvs2W-V40r6 z+ktO}52&2h!u1+TL;dFt#Cbw@THe4p_b6w}Cb~6LRJ}AZOFM81vp=;=to=c-hH$KB zVD9lwhgxcK(uJb8wz}_Zl7iyY{lb0p-sX{$&c%_Zt&Ix9S#7aJky>3qt%Ii@aDs`o z+iUu^#%{OWODTprfHSISf$kDCoqC^dsTKuk9JkXSqb=@RP z@aBP=o=?H)6UP=qMGAUU;w9pq_^%Y!H|M6VFko{lJ>rTpE`+~ zU$!Lwq2-kLmN)UEIy2s|I3Z(#!r~g6VO-SFdYrt`i&r10y@70{#t%0T?(gp1s$_G| zCpeWM{Utc2%DMgT1BH^*8~bYVxAlZRI>yefYpQ4(LuU+QKB(|W{gdSji=QmcwTrRd z)Az+}nz8Ps;;<0|Go8M(dq~C$g-!@SGe{|M;i596@%c17^)_WfER3XMZBtV&jSFy& zb+oIF31|>mtQVkvBANKmxH{Sa4EW#nM3FYfNtNGv?vHZ0tj&gQq-`Y0bs}421Mk)I z@+h{tXBIm3cG238j!W&Fc@2-OKXMwyOr*!`^!dAHqkR)~cX7-Dw4Z@*YaIitw4Os> z)XFxl0sfB!VVVxv^Hka1T#-)I?pQf@T_|0doE7sQwRWvh6q|bGB1_w$1KNLB{D<>N ze@}nD`!Zh9uHoU~KN*0+XSQ<>T4=7XuG;3` zL^z8uwJ?84MNqzBglMB|92{7Kz^V^R-29I@OZbA*ePx^<4j%skAJ5>wAxZ6*h{zDg z8p6Nzn^o?sC`Hb*QSv5wUgJdi_U5#Y-tJ;XNpHoaVT%7qHNIoyaDQy1$&vgCYq2Qm zk+@=t8!XkS*m+`H&b)l$(loW6g%Uq|`>zEPgW7vsCqc;DTPYp$#Hv>%zTC>)!fL8s ztG2hQtSp0`Hz`G7an`=0`Re?$g4SEzd`OvjO9!$C{ z2}VZSsF~WHb&2_6cl->5UZ#G{V3lvbBcGMRl^&ua;U07~bf;1{}x7l9!sQJ-jN z{E5UJs6%c7UucDM`Jc7c6-5BYuo?r+xvMZ zz4z?(11nK*&v;#dSBJrQ`~Kan;NuD1w)NexU1b3bAz^{=;(aRu3N+}->BO4G9u=$|<(N+E_QYvU6Mi zT3Y@CX`!fq0W=^}6r_9ipie}-KKI?0n+91M;ZwrRmuN9Hyf~Y)Crpac(+t2vk55+V zA9-tsN`Bg*6$*9jI%gyskn|zSGy+Y>-rwj|;z;3R8tS+6H}v&hDOjz?Hn zWu<-?CxNqHa|43gao;J1Y6W3MLs6)mj*e<@-gsfJxs_FaYhccy`Cw(4Z3|JIZ7U$c zJ)x5XdibKRtG)=QXv#-2t~d127A6+recDxyC> zTi3Y4kcU+hfw!J{&dbY7Tq8zD4dZdUB*WoS`pv+#A~!k!bE7s@bzP?#H#45}v}nG* zK)DTv#=5`lzG=G?DJsfD81D0f(3Ds9A5%%XzIJD1KRU$1EVmj}twev~5dZ$z_F!JZ zv+KIo7oyptAdc9ati`v zpw!Jp1nVicy|xSOx3^eQTXLt;1;LfR4}RTyj;##q6$d<~c52~H{3?aP(=v^T^B>J7k<{0PlrwlWBS zW~1i|RYdEaMGds4oOZ_Gr+tglM(XSm;p2lE%~e7KE?jP3UaYo%`y#*3^-@|ZYLu)Q zQSt*RM&^_z&E!)1!!JYA)6)@~*=hVW)r8cm8Dr_nxnxVJls0_HIY+JaEr-c0S5A}QuUK167H5$+5BImP z-5Mwu*rQ8JZL(i{Rv#&sdphNLR&J>jdAheZ9nh#z=}lzWIpmsjEt#0O3lW$xlmwIp zlZzmy7t|rk)uY0?Ur&uvHuuLbqD5p7-Fz=$TBf1NU2S6brEH zV_WXp?@{Z*66N;*hxTUPRo;~$7WBK>n{XG@{IMzA4i-4okBfg03w|NR9tg!oJ9t6s`8dx~ z-UX;}Haz>e#G49dUsMt4Q?jrKdR+P1c${5xznh&bBbxsZC|TYA%L@P)O$^zhiwsOj zxo!+q#J2@PIh0xDK7X#5-o4~E+_3|<9;ONtMo6=-zZCJx9vho{bE5Jw($fj0{F_eN z3B}BRz%pH)JIWJ97xoCWSKB!1HKtF25xKYJ416pS1UrS`q3*7ZS>jboA+QrBazDf-t#=~z})Ad^0hfMlHlBGwh=<8dAvonXOh*cwvlW$HIj1IHuLuj{nyf*3KpTS=+@)*KWD6o*~6L}qw2|sE=Bi&We!TJ83J5td6(LpD| zoEi<|7<171s3?vW)WWt?i?Ms#nMu6A4u2FcpmE_Uqh-V5i8BEwo?BvS?5Tg6>cBWK zyqtX%c{)kzS?5q7MHlKb1yfpD`W8DC_i<|TC+yp)0^LxAS4Kv?D7PWYs#6bp5xx_p zeEA}|z|w|Pl26-7VP;bu0ixp;1g4^aytBZ(z)fXMSOxf2Mi3vqod98SJX$&Oq&eR! zn;z@7RT4dW{pA@XKv>z9vi0GTx++Y;bg7J=F-SMHKiXD6QHZ=(QQq_N51+KaH+Fd{^A=TUw09 z!9c~7prnLdz|OmOt}yIZ5$xhuP0(}b6ZwrQn(|q*iuu~W%7FF#y2q3PY%VY8@6=E5 zq3$kSWo%)1aEkby=cA)Zf&wA%d(}mvs@+<%1qn$;7ehxIY0v(6uAJ}Ycuop)(aqPc zFPXjLmR;`1vE68>k0rADwPU95c6K9o(1DB} z^_%_YLo&naQgDj==2A17%rRc-;BE{%E0`=)Q3niTYz(FN#t`vx5q)gbs!Uv5jEpAQ zw8GyLXMTC~@Xh_hXfsE7J9B96BR-T|g}f*37duoNgnT()u0vgl>FqJEXF<(`?=dU1 zfXX0Vd3BP%EPd;`%CIPW_hTx%zwq8oDC^F1vFTG>RBh1%=AZzNHyh^ gyHO|nEK z`vFINp<5L_Pk9_-&OQ&7Ntn6VIq?>_{hEPL@TwwEg~zl@e(HaMxBvNg#fz^!@SHUT&kZfwvM9BQ!S(PLiSkEnk8O1=EZF{iC)T{e7kG)MZ{Wlj`nYn((>6iyrs z>q_UgSea@unxl4}VgH2RoOx67~jl*IRbEflMJl7ia<-_-AuqLG!?#aq`emWY&jgUf|DT% zo#B(^&uNctaJEEnq5IOeDMGo(!9Ihc@i!kcp9G9&0jS#Ao2sGWFug8DZ!cgf>z##= zEc>^=ySSGZNF1oCsgd)&4@;*np$l)2DdC%uf_-CP7}3s*Dk>`Ktj+QKIfg>0K^2Z+ z*ZA|Kq=#DwUKz&^BuZgdT$gsBMZ&UQ~y@c3U8UN6vXsqLWsPX8d z_mb-6XKWkdkWE3#_2mPl18W6reTiF?rVC$44V6mT6mUh})j6$@P-KpKc8R|^Rzez# z$H4aj4G~IyBeF)?R_=Yc^{2>~eKrqf0?|}L|<9{qrF?=ABl*MF7NL7jd zC6H|OL{m$|0Ck8e#BN@r^yuJ%{-(&DHfDZmcXu};qp7LVY~?_r?I5l!1$v%7PccW& znK)Z56~@QMXPLq7^=rz(*U5)NQUpxY@s-;gByegfsvmGPw$HwQ(;f<(9WXyZgypL1 zaCC4;rCjnequj5l2kQ|x@sM*0pPoF`b=<@_V403xZi~@fo$?_b2`zA50*4xAR&hm?>`-qwSfWS@tiGzy%vCV%?g|BcIHn0?ytXWzQ?VX}HgMH+i+CsODN30Q4<) z4#rDz<0pSp-+seTzaEIA-w8o2qQs&hqA^YT&99S!KurM+~M5h1*~ zCf5r~wh{eO#pO>WDi1~~j>;R455@%&We2=7uJIgKcy`v`ji;Wt0)6-a;oVw!V3$zw zByV}45W819&ntiv8MB>9sr`O>ZCdK~_Kbj;fx%k#A*cmMrrS$eZjB}p?@%8Fzc`uQ z2OZ8w)IN6q98{saiHMSSva;TBl#CnFYgPmGws!gWLTv79e?LD!QoYg0?ReYrZ?_!d zVYU4h*7adOue`~9vN6`hfCB42QTlG!iw0hVUYWfq_98unRyEM1+Bm z5RC2wC8%){fX90lQ**I}uovx~J#UBRNc^;sa0RoPfg z!)Oi_5s4^m={;*aImWg4JE-bWwm^i(ze?FxkOK~5x$&d_bpRxDp=B$SHPd=}OSmk- zv>NnA;$&6D>hh8tlR{$ za2nM5`{SHnp07v0cCd*sVMA1VkgS66FE=?dNM^??#os5?|J+P}K66Ue9C#J7^RdT= zdVD8UP_$pxRGoi4;pjaLhs!3{H9*(CSWTAW+3$^9%mq(X3&Em7^JT~nj`J3#NvK%8 zdnV!7#v|t>#C%;*etmu2-QSNwQy}^RU@IfQV-TnOEg7iWNhLIw zPF(3=;NX^cESmiLcSUx;$%d1Kx`(muJ{R*3Nl1B+@;xM2BI3~c^=l&KwmWfigWn>wz_OhiOSHus1{B!FfOQSpcIAw^-b$LN&pT0GlL$WLXK?t+nNV< zj%3(IqUTq-U&{pT+^AsBU7wgv8Bc)|_&Z+84fZH%y__YjVmZal2dmKpdV^W_5wFFg zXS&BbBPWO&NtP#a5CPdK*yc`4s^e`Io`8rUYkM21EU6>g!QrtyZ%{5GMrn9#l1!Z1 zWN9J$nhv29(J#Wyc8J%3=IYXl2wkf}aD|>b;#dgO@$YTv_ecHfLGlCiZ^9q%c+4Fr zsAp~Lt_oC`DpnXf)l;+#f1XXP&4&3sr9bcqf9@9h9T5JX8}5HTLxBKstA(*Y`aui) zKSus9<%0-3a7KrDKn_%T5Wcp&7{aSK@oyK$TXwrM>KbTrpYwu9KS(L$3r9QQ3zFRb4eOp@@Mv3SaXIvF{+Kb2y(tag^w zu=Co=3Mx2t4K3lB$sxN5G%=GTlUvL{&~RzKk`LWDRs@yC*k7a2G-^= z&U=9Q1_0~uygakGBr`dgf$8b^C#>f1F|1HKySsF1wbj)V$rT5)Z`0D!UTrKdD>m{^ z>~BY3G8e*e^1OS*@vl!9g$}MFwoUT6KV2Iu%y+b)E{*!m_?aNjb))HfRO-J0rypY) z2UXYL9>$YO?+uX0bmgrIl94jOCo6?SR$^~>WmrhR4aB5gtS?9EK{JCr-9Qrz{nyO^ z-{lL5?BJIJ3V<)_65c_1dG=kGIzOT0A$~3-s^b6r!&d`1sU9`#BOm@2Lj7;=^x}q) z4)H?JI(|X5zi;e+eIRQICZ0}LN+Za~^Y!<~mWNi$L<2flR$o8AkLtK9zh}WecPE_B z+&te+yT8AmzC*j$Q02!|b8v8&{1Gk2!lG0vDI@dqB`_N!3_zRu=S%eTGNtc>fyqydZ=edYb9A0pYd43ZC}gzWKx_J`s_7 zCD7^_@{{#D2V(@(l5wQemjq*|x}-Q|Z%g|)LNw$1MGfPkqYd2kSL%H^9e2fI+zJG@ zBcXKQ+_-i3Kf2@bzW<{b?tu*N-r>Ox&EIqC-@g5S{!^SAyhq}i@P7?M`nR|J|NK3j z^1Q8RxVqNX)(9usm9=1zWIPAN(}EW-S^v7bvLf(j=jY*oxvG@^u3~NsPaaVBZ0zhv zfPIx&Jk{wjuyp|Jnyp8u|Oi$Jdydow!mLI z)L$3*?%cn&gF{7+G0fPZmb@3HnZL2tXl+#wnO zuxhKz%Tav@SWEegOiZM``T6-jUTR+>z9o|Z6Dl5^rbBIIZA~HuFs>m%Vx^>@-L2^S zz}D8*Vv^>sI5DU@@t_`VdYGQy6&eykmkv`ZNeYQS0z`&PEK&BqFPFC-Nmx{r5GpDv zjBw-efLcu_O$tG2q5(+#d)0m49bm$xWo4ui%DMvi5Dr6Qhw~kbA6r#(=QDcxejakK ze`35Qki6OV+{CUZi<-)MF0Xc0h1&TfSnhPnb8|fSH?h^P>goR>>@CCMShub1V8KHm zSa1yv2?PjELI@Vz-QC?GB*87X1$TFMhejHAcXw#C`HHp9+H39o?e`phb*HWi($!T@ z&1cRr?(wht0`$@+HLesuTYD>kO{TA^0Zn?=()2=|_eo~7({v`N69YXxPAfhuLDQ(l zTeCj41$u>8K(r!V=%x87EUZTn&-=kKU@7sEx&8ys_+E@e|MYb3pbc$FATNg-h48`@ zByFFnuGVVuH$df;Xm)eT{PwJMjX*BpU_05BwBL2eMV}s+ki2)Q=CoSMc(z3N2iDxK2-^g_CTggxUV|Duf zznzJ0D-M{K+s%2e7GHf7kqL+ze|@(hu~e&;DTuB=M)Y5lX7ja6iHS&Mx((BEy;1#P zZ%`@%ZaLxBY;y56YPqD3zJ5-($aC7&?@jmq{h&^}r(Qa|gpG~jT+1b=*+O1RyPYT_ zF}#=RY2&R|#lg1Xd+Vc+v3F%yB;75Zh@0P2V~3K)@Pe0WXHE3<*C(5fCwG#03fytZ z2kvd9`9;#Ftw(Z6!I^;dYj%_9z;r~o62315NvG(4x$gfwMEwO&o5r+U-}B81sGpwc zAqrKTR9XY^FD+%7;mg z#!+(>wVwdJ0mJN@Trvw~TOuCXGt~40Afi<1;s*DRC)vr_8HKmE_kS%Q^Az$UZIWK6 zdBG@zXvWo-@bdCf4RkED$JUGCjsDco)TEZc!;7QXOTT|Vz|40;0F3Tg1frNT5-QX+ zjQ*L~dd&SZLFMt_KMq5^KE8nOjxwc+r-by1}b6mVyW-vBs}0 zf|6zj6l4ArEJeWT^2|5b+@Q4Vvp+T;41mBX&|<0^ksb|)<%>oHVmY<@WJ{Ea)yV7n zSp5Nd|1Yj?S=@gw2LZF=NrpOOQ#HEHQ|9)QcHocbIX57BjwJ{Q8M#~%cwpjaWx>T> zd175(U%&JwBa=}=GB7d2s3V%Gs$OwbHm_Ps1tEKYMnIq=3F5Ckiy8} zXIa{El`g{N&Zux{3Kw!JlJXGX1juGL=Nuc>bkEmbPTAXgbl+qWmjVM`TZc`Sbf02i^$DI zluYG_0kY4<)N2m^Fu$&II`j!TvUm($yAVU~@UwGrWNWRG^Q==zCIID><7;)xlbe%? z>rscbE`cs)5V|jSnE|h@EwY_%TYuD}jDf;?AX``Fx3i^~eM*CUSypNW_j6tj5(tT{ z)_uLPfT6Lm#Pr%?qf-_Dt=xN|X`ZS-3%DMCydb(y0%nc*^1WB@uYF+Lwtp&RyC0M> zc*gdUcm~WAb^|EeO)kBi+ZDTpZ9;9ZdhKCs$r_-n4CJax3w+f>ph>0wLitEqIT||a z(^iyF3N#M9?p<1Xwp$y20iH5J>(NHml}t@OIU~ z_N2qjnPLLA)B2ks7xR_{4v3o4T-8-lY5L(>%hvk3aB1u9cP;zJAop&N;(ph$sB{9D z1Q%Ng)a(Oky*UyAESe#8t(&sJxRL-SzFdKtR;HAXy8XAgNUeYnB!i_@O&qf}6A0q^ z;#7Wdx4FiD6St7^IE;q>oOZ?XAvr23w_=m#4Zk7|NlYGS5QIs>`vjr=Dp+Kum~CK~ z*K?ryrZilARLlwe3omU!mjLeMcL;7l4)0yiUUyth;gaX0{G<<@_dxyJ<;Gi=zaNFP z>b;C#e$EWA~ez z&IL%P>MU15$RMMlf(FVG0wK>^->h>UcEoMLOA*@Mkl3q24Qb7z?0mK=kY)>jjLmR# zc5E?9YC7Cd6J~cmLR52f@lRz(JZqIH5qQ%!&b#AG5^A(P{ z4KG@Gno8vbCL^;4CQWm!JT5OG6^nk7+yxa~K+v<}Jad8)SDp|3n>SLW`563aS?suy zxZ}&ebCpwG-C_`t@7v7#Z4}qy_1&x5FL6d&zCG*;953h@;wB`L_|ZeGpj@gsT|g7v zSYcrkYE-c34b8T5Dl90u1E_9=17CW(3ijA7N{7dPFLzS*7Cs4Q3?*mtmUsAPr_zN) zLUFYlt)dvmvs{gvSz|*)RKg3*rmXT)egwOhxw&6=>MI5Y-X0G!?dIl%!3bTutSaxl zGbe!)i6e6@-i12JgESgE6cwx8N^rbYkUT2;y0^##90dS?t%NivM-^Si7+hebC+23w4@c`}gs!gil&$(sw5j6dB4!3$w!8tl2ZrS>je))AjvTR%XGs>`ZD|qQ zTs_V=3rfQeq~5oRg=r^#8D`@xwHESh(&s9HC(jDfR(jmd*VcPo{kj&+MJfgKArwQ8 zFevhy>W~G__c>>gIlOV%Mg|EF9)>%vXuw>cnHBaBNP~GJvodA&W-@Ow@=JKaSGHxZ zI9!&SgqC|Zx@LBJn9Ci$=q|Wyjdo?VcLDw{<@lSvzx-Eo_1`N_;G(}0{iffa%Hu5i zqSMAvP!4R-7bvF|Rnm33`f4ELE6x|xrXe^(_xws6_ERBd_b-x5{oJ5|#7 z+#Q(!Kdi3O|0Ltd??#Kg9RhY?6M)|6%wPD_u2aDq(*AD0{s=Nz$6%ztzO zL6Bjr(z*_Ih)fUZNkM}VrYY^ z+OB?z%je|B%UXe#-iav3ulzAAGB2W&&InfalV6wBzATUb7;9_|k2g%51IA_kb$4L+ z4RUk7b{;ihiM#C=9?t36x?yix4xQVt1acOo79Vm`y(Jz4;?ECa^cH4BCU-$!)YJ(0 zu1D~9UG=-qtaop#qb~0DNKHoCTFz7i-s=%jQ&G`%1F3)0VPk^2kPPC+2Chc0Z8~`N9s|}gYVBOa^TP3`+vI@F^1sYaCTbftJUsj*X~KE+GgJzD&;5c z`I9Qg|HzvGoy|m-d$sH|>h0qZ|J@5|YeqU@qhvfg7Dm4LSIOA`k3GPmvaugY*L+t~ z)@O{W?2T^jDH*Jga>GzM9F2Q!!4AeP2|{wd+;i5qm;~Jg*(6yY6gKg=yNyWz2eff!CSiVSUy4#ZA?B2vA zrAjyMC?RyFU^>Reo4I&lmdB@ry{Q-g&k1#O^~)=M%4c>pdGUsx`%75V>{$&(5DsH5 z;W<&;p)C|nh-BP6Zh2Oza8_fhvb!Ve{sW=U9H|-k)liI%M+fV{A|AEk)mhIj=sXGX!l1w-tm|RWPoC&}q-74Jbb8 z^qEH(j6$ajnjPYo^Do=$r@gBN3YG^y%g%l4zh8D-akNWsl~j2F-)hUC0&p( zzk8n!s<%Gr6ufoIAfL28xjzMo&GL`Lm&hOtEH?D4D z3Mh@3QkBbInwp4&|GHR!7uivQMn*XPV8z#_R7QiadUktADxs$!?c9nt!lil5tiNz=#N>U9*f-7jIYDQ9QRNeCXZWGP0B1} zbPV_AvMCQ|-M@vA3P@rsEK8Rzpn?U8<9d+24+W^kw~-laBzu0VWV*5I4QyfvsD1V( zRT%sb=@-&tBDQ!CT!@H4_6`sS#d z>wD+Xghlc^U1XdRw{!*iHV4;Y{h2`7f6*suNy3X*6Sh=-=zQ7~L!P3|=Ih&ZRk`m1 z7dthS#Qx?g%l6KR3VHf&B2U-T3PhzFUO8X$NY^Y=Cfq{taC=4N?JeM%vKUlXjKiZv zm+2wE1+_Jle^{)Q#&8V-eEg!Q&QmaDDg%m(J~K$T_DAE5jTa~t<`Au2S;2n1Ah-T- zJ~bCtSNi_FedxXKKx8$ykVVtQr+$^$O8*eobAc(MpsA~_+}^zAOxo9geld%<@k;#o zMW(Nn;V7QOhR1B<7oE*#+3`yd8q#J;zKJV8v~U?txa; zB(hUb=u?X_t;KfTuj%7^%ekswK>Cqy+u?kzZ&LVsv&DvLx^CH=XiOJlsEC^QJ?`2^ zH*m@2m|^&qOm~4a!Mi=WppcNre$*vRQA!dL`o$KL*iMdrG(iP-DPF#MC1h)BJ5gaM zVdu~V{%js5<>ArfLK23Jszn$W$3!yqUh!x@2jHuysNg?E_cR?`GC_EYVA_HmOSGEB z0qJrk5R$Dju25e(5KIwosG~y$Fnu!@&H)Y)GBWZR|6-QdtMqRUmA!O2gJfjLWuI!j zTeYZ)q&8d15_1#_r(ZQj9F4S~U*ZO_I&BYwNF=%Fqnm@u%sq5Biw{7@Kf69(@;A;% ziHS|h<*gifW?IK#-2E>-=8Fp8lcK&H+R>8-W$xVrSIST z?hW$5Tu&l#uhNP5US3fnzU`|Gu+X#f@=WqyZrUIebs4XA2Q|p4(w-J5A&*JM8ip@v zdf4(Eyb)etb~!Fkeam|vyTIpK@y*w0skx^0QP;Pfg1-%wnp?I$!FMmVbew>E@Blo=(`Gf5onYUbVWnlZki}rM7taE_KRvTH2|{4w zhJm@GZo}A5^|}fLMqKo+eRWdzU@c{!55};5S7kLX-_x?@y_d>zJGBxdzH0N+>2OKJ zeA*I=WxJ#M$HxMV(CM#5pEp$AR(Ji-)TPkq2OL#AVs*0_-j94VeEcW$UrGcFP6SWe zWXo>j=j&dRd|YONig5ruol>jVebhL1yH@LCl8H)VJVz3af3^Gm^F`YGS1JwHYD$a~Y<0JxN%Ey5;($c2;A~%AL3K9(6?P5{9It>Hv? zBpPF1kAh-s{WiYKjL@;l;mhE>Y3Qvfs}NsGVuR8Y7sotECOIQ*?vYN^i3#xm%A|4! zUZPe{@DciZSI}dY@-znj{qO6}AQ7)P9@90IF@>M%a~R>HQ@!8j6^7Y_g2g^OYU!Dj z!%n|*S~#9usz_BHpzwb|ni-cfJVNhvaw1y~PGJn8J3~FE&)UEIXu2R*BJMe4t)x-e z4Qx6rVp3kXv}3xn>IC1@>wQFZe?AgzoWm_ee`c(c$L|q!g_37PGPr?%|=qoZLYlYMgN8vc*5DW+D_1>crhV zAcp?xEixQ1IwPiIp;)m&Y|7I+hysiGCUGq)lpK^YLxGZdVm^_OXe>6SG$m!rABlvv ziNj%ULTi!8-FBs$*x&biJkITbrJ{V%YiY@Jn}r5fpeqZJOmY%MHCF=J2^^@djZ1G8 zg5@Rd=z{dy&P%nJRP+LZ!bZDfDdxAk8c*eOp)sD?%>?wk2)+bFh^;)vB!_d=tnt=T z8O8Ny9e$V?801$->2=e~4VG~VTha;lSz1WQB>TY>6Fv4osDk&=EDJwk*Y{tZYfBK8 zA&)!FTgOecxq44@TcqGI<|1=hT$%EepUq)kQ{E5nlmSDbO$sKVlyjGI#ZRAn@M7B1 zzSpa}9pV!|V-hb7fRT6DMPK89$#eeGCc7J>1QRoY zHFkR0zb2}DvOxpy|FJhVOcuAd`t$aDr^SQ0t?QvDDy_zpfedpgW&eujk)9_`MYj&Ge|G@{IxSm^V~ z{m8bI!F6ZQCBTS-Qt*e-F(}VYqN;B(kPdwmxV%7Rg@#6QoEIzao^@wN<2#2sS!y$o zigJZ}XYq2ay6&2Z(G4sg1f?n$lur~Y`wyq`Q7HrIU#&426wEJsb98lmp<~$tn^&HY z>h!vufwOfgr6>kg@1>-@3*~M&`hUobK@2c}5NdS_oJ_Cqtvk7T``P1_Zmf-%36q#E zI=$A!I|=M3E4Rc~WVwfj!26F6_Eo1*&5gENSWH+Qp;~W^oym-L^yW&Jv zLpjo{Zd_cqVm%noP`t@KP=^~R&a1z_Lyq;d%k3HL>A0DvoB|ICme8BHM79F>_ov^K?s17m5p%>-}vh$ig zYW-8+?>M^e5g+&)z2#Ak2b-O#Mneh zTfTY8dK@tlhR1+3%eb&ah*g8N%z|sYLn0w$C@JQClTC+B#Y?P#_gqoit68BmhX_qec*f<-lhKrJ7SEN_a0e+P^lYh1SH2;t179JjmXar)K z?!1CQh)9McHTPT2O9!4mHZvjHeF(guPb5Rf;r#KG13-sespo4PkJ3FIN{MEJLz-HL z5K`l`w77We(b;Sifm(8X%-Bwij@7aOSu z&_uge`*@54=qhcbLbuC3SwMk;Lg&LMkNorJPnpaw2q;SO`)L}xWG{&|Ukas&jAsQp z_WmNBnNbX(c$GpRS!vYrMmgye!_>*L6|ki%aHX{wV)s^V*KsCRc;0#2Ha-s`Wohd8 zim9z_eXIY#a3>P0$rh^Jn2{1+#@>YGR6El&Kxh0tujR0qn;+oB7~8LVaqTxFd*sZV8+z zsIpWhTuUh5aQ|owMV$^{rDQ4qi9m*NGX;-H*51Ej2aml^xX`^_e!u^wYlx=~E>W$N z)x28uM=Y%6x_aL$YqaWxxb%qBOxdAPvRo#t_Qm=5or+q2#elg|iS2=z#Ls1zn&X*p zpshI@x%XyTS11D@QjQ$XN4z&$V2h5qOobrV7?KEzvRE)1N2#rr~Msgo*^2?@)2>tmDsl9$YzYGu( zpw$x-5Ozd!8SQO@@$CBa6W;BjJW%eYAcRf2%W7MgrSb7z!tE;((usV91$4-2bCw5= zp=}oM?3I0Lioj=c-&{FCm=c$@*@RqJc!J3VKTsj0!ub`Q))TQrnoQ;(GCgi`7U!2C zMiT3N#6l${m6TbiR~7Hu%#G(RMcy z;tQxGuyROQhls;2uX6?t$P&aF0Z}JK04s6HfOyd`S)af+> z)EKp|#oxoj8b&?q)sfBm68c?55Y$q?ygy|gDk0%3!(jUrVuP@E~rVi$S6!snMy!SqB@ZnVE%I z>yajBqdbw6q$ClbKSQAeONw27#EvsYM0h)2Dj*xTiC$yirHB8_CA0e`0Zvh`yv2op)dPP~=qfeMIvUW*} ztk}f3=|(Do-c3cddaIT+ACN1t0?F_6=sP~-;iF}%(lR=eeymV8VDk-tWN|h!UQy`v zt-t`(wMRdH5t;MY#huY!nz0X-s`SO zyuWB4RVe+)1L_;hveM*97z@#Q9j5-+y?s1j{~hNlG|4gNRGN<^CJERd#G<|+@iIZ$ z^`o6M?+bzFXe-ceE#VE{V!2i+%%NU)HM=(f(6lNI*w!;ylzi`;P=>I#=Y=SH0`=Ly z(6STn4(+n2FFy7CT85QMR2Ugo)B)-mZC%7IZ=psuc`?-T2b#}GSXmjfxa`7SxZ6g% zyVLnhCdL5kf!4Ab9ev3HGiq;xv5C7H4OJ7bhIKy=Om8fPtCWyqKS;qnL0`O-df9Lrtnlb@Pu{C_EgDq z&Iks}8@Y{3(@H>U5b}nPFP1y7>H|aFlICVZ8`e4?PXfi%f8{E+Fb>Ei-iS&3Kx8mAN zi8Aa*i|4-C8pI+|m$v>_Z7tr=OBBTy`n&u4nTp`w#7f`o=QBx3O>GXgsvJuzc(;ZK zy|cGd5(KNw{rk#Nl4=jKRsgTN>)MC82G^M1l~z0&;pYJVQ7Yln=9ZDqFz0BrX^Z2yEWXHDoX?wAuH5e0VVFoZHmH^!4W&GL12WtS+|a!tew5IsT(?`RE;4aG`} zfv^<1!-eX&_<3k^5<2tmx3#Gmyw8Cqfv9yEFrQ&wOgsOM&JQN)uI2{Z!Q4&;x$Pge z)DXvlk^#_0wPH<17E2Kq3C%!kG0){E0&FF)jFzmeAqyptHuOvL3eR@!#}WOKWADiv z19;reaiDuGlAHB&cWV4Y>iD zO^kSZC$Pj*{w65yRPmh7+|7?mjN-VcRUfK43^8GS@eG^a9a1N9Gc=KjeEy8Z;`a@k_z%1BBSK&KM*%UqglHxujOW)bzY2p5t(-01qP+(a zqJy3-myO$1?9_L*j(_hF+7Jjc^I6I^3+Z`2UI}@-JLh|TlS$A zx9DI?Qp&yVUFNqjIEy;bU@7g0Dk=UT#~3>LIWVZk$Bbf3sSbek`2OgC>Zy?!qy22R(&B)~lWUM!NFoGkPRbq^cXt^*K{ zlTRWD(S0jzMWkGQssX3m0kz2E%zhK`iNMzq*ahGtmDsa?_YJplvXJb zo$KXV7>#tt*45^|@kF=4(6*Nd*Mt9r{ov@xNUEAuQ^}S2{M3#TuRLu?t-J-nTtp^l z|Ga;wqYw-TN>>OeTI1m*_CLgaJ_I1Mc{n$wrn_B_f-|0;x*g2=6gCsEY`nR0RL2u;Zw;ZYU|(=+0aRC#4!v;dEe>4_&Fj5c?+E#+j+gqVl*o+={{2@ zWVCcXXdiQ8lqjHH$VKftUTXHYLZP0RDbL*WygFH>bl4hHtp^9uiJrdF33jU?+6<@e zcw}*fc{a&b%F$YDPQEaP=NtVKD|H)Fg{$pg_oOl@Cr+l4a3sHNs$%G;`EkZe_3+8L zcWSI8^?exyu6#-J(y}CQPLL&_n}7aB=8O1z?KD-C^HjE>W6IA?&+taQk4i|FBN^02!ub7e6>3Aey11h0Bx~34ccN> z#4Ox*@KsLYhaAA)%GY5?1T>33%}nW{dL&9=G-9<&1`{7h^eT70ck=(;ZpSCH*`ET6 zkE>FJM1sCAk+0!_6_*O2X`!*1rRR~u0^RZ_GeJeVMOMN`GA1U;ijcs-cbT|B1Qczp z`Zr#$F)?*%2~C{@0h_lu0ohD@nI-qcnpkDhZap1B^*thyc8w<|xSO(qML zE$8qE{_?tM!V<-em!b7(@pMCqV|(<4 zaWP&Jaad_v{<8mDz&miN@;QI~Q_h*Tfegqiv6^qDJXT+C;SR+^S^2o2r;()CUw}beG|&ag zzG%}?A(K%u!zkKaE#L{{%iimNP{_7X)dZ2JH?pV1# zB2ZNtZTi8z`BN_}!wTO5J)@i}v*OZhwEMm_>?QO7Z8i8J&+T5UM*T~QWLb!(wv;Xz zt}73i2z_tGBQ$e>hrN=}0a`??xDQK!=#t86IV@|c!_W&%qM2u#`8+y4`g5*SDrP!u zi5Xpwam!_aQV5f=F^$^!eE55l6Iu`u)d7q_%od8GWKJL%fc<5xWby6^a&0D~+31i3 zs1ouas$yVVr~s2X-ME&!Cx<3R^GCj}5BDCPJALI*RV$0qlbd&!hhi`=UVENPCL?7e z-NfAV<3MWd$LhVBoTcW5eth0ezZYZl!T&dreI674vhPQYc~MBs69X+_u<&-_Xt zaMJMsqJqt>Em=7^fa}w&RjM%%JM=kKASx-TQ0b}jEi8v^22t(NDZ!T+j05oH0(-V*N_fi00CHxbtTlwZ=JBLBTnfE--eT$O` zK-{y%tV4ONV!fRq3K|;YmDhltKNJdG6A_HDJEWkd5eTnY;Fk8J=Zq$5;;q7&$bP7+ zWPbpJpZRW=W)AB{9{}dp9(n=}6iA@OQ-TN}GeAn*Zp1%5xH;x|HcnAImx5nJYt5z_ zunrsN0Q4Vfw~NLb$EAn3si@Z|19!PS;W-OUyeO?W9}ldwF`dwrTfK4#NWAc(lg_M7-zp{0WjJNQ+epB%>@Lx_CprAKPp%YBx`k@n!c8l@HC8!LUls^$-=rika4XCmWf)ML? zQBF?DNT`73-?t4602{;Tc64%Fm3I2_=0|~ATCHX#m;KfEdmrcXEv9mlUSNZcl=UQU zn*3gv$X+@#Jq8%g(YRGW|-s8yJMm9jT z4%$Zaata801Ydu2{vNBgfp~+*h}1xdR(~B8nL-)Dbau+Dg7@}sw>gOV>C^WPNHSJb zExqH%zS%r`-;ouZ^sF_S$vo(O%_so+_Z^W|^yCL9BGnzl_@6%?Ii1LsU}*p}9TsQ4cv?AEhm9i%Y{r(O2y_3m6qY^xPE;S4-7)G0k9x8zC-UxJ zhOj;(BQj4xF38lf|7h<%ed4q_=xGIS(i zk=_7^<91-@-N90G9M-F-osItSD^Bu|f0(L4v@pG_+$>3788|uP0LP$CR1L_T^5*8I zOTdZzKTbz>__LI0OXsiHu@;9&HGip!qvFFqK4mi95XFzU(gc6?=L z4NXCDaWqU?_c)79uchFgUql@X#4$g7VYK-mk@+Q*wp8V<^*=IOM}K&@|Bad8 zlR-I>E6q~e13d5r|J{KTP4c8CcMC)K^8XmM{P|%x$YshiEVUoFXX^NpzG8*`eQ^Ma zN1gfHdR8+YcAc}=rjdqH9@~3cEEs{u z+h!yJ1bu%m@FqR~DK6fhb+GWqvY?EYiB8!oq^ZxDJ;UH3NeLe@J~} zW1IxaJz0EglrWeWnvDCNgaTX$Z0NU$+SyoIzc!)P;Lym=na<`Q0w&~$r#{1c zE!0RnhE=_1lv;F{iS1CS{4rdu(drf7*$({dqqaMT-1aaeMs+w|WtLhda$06K+iX68 zN$ZS_?|h*UXcg;MZ8S<-&VNv2aD38rk+N{w*;YWE85z$|xw`JLP{jezOG3ov-X6U+ zN}_D`AdX|vjv!nCJEQ%1$Iri)qi663sm~ZP0lP(7S8aQ`0X1FaPpoCP_##@vSeZ3- z@Ys_F?de})i-w%vY`KnP_s2iX=vJLxdrG1t=}Z9QV26Q@nK(L)E`LS@gTb z+HSL-b#tj*Aiz3(ZBwN^6Y;CciT^xb{If=%=%3Efzc1-0UmE5s8)ru>)Juiv$XH8T z>8H8k&@f-A8t)B7!S&WfoM{iCe0e}cz;)uB1%NknI9<>sLX`JO|E-A`AT65J=^rlJ zjZ(H&jmkF+6UrDx)S+ktOhCl>1G7@BtahYHlG>(V*&cN zw=(p|Wvol%oxZ&N!qy&tqQ~;%!hU8@mYJTv;HF|UB*mYIYXEi|M*;dZqyncH=%h{p z)fTfM9F|K`Pf-(PgsTdzUYZ2#cKFqn^WvII6QRJ$3&7}@lDX_tN__ofljq1M8XQsG zR-jM-dS5vC)y@v3`Eixv?BXJAcRc5hT#x;lMTeac*$Ab;xhm6-uV_MW$iMuq-lOB$ zy2zdwy;r)$i}-3XH8>5V_J{##;<>rTBlpgDAmKMp{sl&RV0*3B=vAquy7+TD#WQFI zE7iC6cKAMgQ^RP;LsC=W^^a_{x^y;UmXWYz_nnn?N^Fg46u#?~hY3J$#_e=~T|8gr zJ6COK>SW^EmuE6px&7?nPgll(eY*Q}*jjv*Lb#?gB`2ryRlP`^s(|Ymso7`--Q~ej z0=JWe^$EUN$`2qhHseyS=xLa6HC=2@URzxRvS}ozX($am?%)R-#4|xY9pJiGta`*42C48t25!2B4&U<|AVdxb~$e9&Jfz~rZ4i~EUF45}f zLDb%AYw3p~eN3J4aaw3njjVwI+GL5MycVR{-I0x(-{9LfF?c(>bA_7wuCCmIj!Z1Y z1XZrJrfTbYKvuW6HI#J47bwSi8xVjrS#3To-ft4*jlV`(EY2IBS5axdacRrIoqvt! zL-J3rt~fi4m(j+uTy4fHMS!Dnb`vpvEk6N(vojmqE(;DS^X};P4{4~VL}LMOvY}^z zFn?=wGaEREzz(6z>a5VpMNFe=X1mjH$a=A1tpu{`FN1=}Qlxl0s(|Cu&(FxA&&qr`o$0X#9^N4=KDU!0> zix-9?ztWD})%HIBVRjMUZcKV5>Fj=Q+>_{lCe!rMzi#R!H zK3$#o62zy<0c>`0rZ2Awirz6crL565OC_ zb}hS(7G&+e_21xn^l>>Iu(k6JJlhW^k*sE;Eog7uErEgN$w>=&2fQ#}s zrM6eK!lZRu=U$7){eIs3R_IQ=iej_h;p7bn|N0IX4=Mt+mD;B3c3;G+g2Za|g8jNW zU|#7jz^fD!Z_=RE9eEeQ$|-TwF3tCl;Z~GrpZvkK01!cwkWtMb0ChAYJLSN^HiHmY zA1O?>&kpf)?AtY5d5Rz)PNt@zQU7l^K$!H6%&aUbtkxjQB_~&N8QK$SiBr9TCdtLE za~u{*YKa;u0KN5%Y3Z5(2okC&A)kni{ib8OOarT4e)g^l=n94FtCBt-0*a3D$KTm8 z47lT=`?5IFEhqc%Z&Fh{G71 z_yqp%4F{A*@lso*m6?e%pSYvfw&DHD zSW!9m(hK^Rm(NU1O)pl2^aGg6l^GvnOSE~!T1%lH!zqQfaO< zu9xtVR?5XgBzUuYvnAdqPBe)P0;g6vb;6}LTwb~1F;0-@Lo5-N;A6xnzBgG}XmB~( zfl$HkJ}OfZjF*~fAe-bz-+Tu(cKEn}%J1UMak$v*Q)8u;%^VvO!*t9vUAmmMioq|K z1XcM6m3ST*=fzW-#G>6Su+4IyNSznEm$G-1t6;XlzpPM&}}cYY$B1 zLc7+Gin)87ike9i+%cdQqs|xO6)|T`8|Duafz4+G$!vG%PYNw8)UptCoLw>-YgoUk zyQ!=g>fon9!@S`XK65+v+($6>fhf?T4LA0^jWqq}&lx~3QpXuhalYO$95iNM3?uhac%t0OW`-Z4&PosdnCM-%g(COkZzJ!78Sp-$}VxD|dPem|z)_fTg2W zC*q9zE`}GM@4nlBOgtcl{knPbP8CXaQ`9>(bGS``KgrVVzm3CbEg3E7Z8c1Mf6RF9 ze7KZ5JkFa6sEnCYBE~0Oo7zb%V$R(FsfEdAxiC*^E8tESWk`08zTvxDFjsT^V#JX$t*j#^vg3I^y#`DM?Y8%e4zT;iBpA+NmBu_5iQi^1a=7*X#}+ zI#H*;LTbOU@F@izi)7>64o9U_`K`jDFI|}jUCdLsi_6d@jzvHVgY}5#9@k#o=a{=Gr3t6Z%1!#-Al8ntL{SF`hw zuFb`c*eqG^+0kfbu-5vMsX-+TGAhBsxH@wh6&)2NL1cUv5rMIXV`zRyJnxlj-Eu2B zEKg@6+C^oodOgYuWG~1?ZgP^gf}!9g)i%WlN0|E}VcIcK(Ewi+9cSn5xy9<+`a<(s zbI6feV}p6gqOUI#ea&}C(V%b96!gn{5U%j)rq6BmUah)DR?ClrgiA^GU@ivXsX67+ zK#&-Y4vnQcCn74Ueg4K=b>aE>{mnVdSzI)!%C8&xm}Zx;^=~whs%z_;65DpAuxs#6 z-}Ke%zhbvO%w4KSs=oDFK=OLj({NPXUC3vWZrJq};gIksIjSC?et6?hbjbc{Z#&wv zv1X`!GCQwhRSQVG$OY>!y*lxV!rso1B6At9^Xk<8?F)G+ZeZ~KE#B>#1FsFs7Uz?XEWC{>iI~zCqq5?<nQR1Q1J0>sXDm<2bMrUvF^9M+(~_@KzdaTaA?y z3+q~pgmTk^4X6Q(lTPiKT|bFu z3?f1!;eG)No6>P+crGaOX#iW+wSW#z_v6o6XV+}NIktx089zzc@ z3Ixmcv(V*Td!MYlOVg_YP$*AlT8=vS2QZq!DE$V39afYBMblBcg2F>XP)?eCeG%dl z6ZxqF-q<)mecm-Sitz|SyNLgdbuXE-V@+KKUf z3~wFG6U>ZpU{<+8!Dd(#zci8K%eHGMBC0JE6~1sB_K$DBJ@S@cZCGY%tJ~c}fga1e z0rjL?Y6sn7G9F=&^0zaMjoR^0Z}Qdl)f&fM?f`LTI*fR>Z5hqe2Qeiix>& zaJVmgYJG8+KwbT^t|=MZz=FKdpMrwD9|Y1Tus;PSq{}HpbPx}utu;}}Z!NbzB9(;$ z&2!xfmABfddgkVEQ&T~ga38(^vyzfFbe*Ytt*^U*9Ui8g8PtWU2dA0~s0b;A42fDi zn#Y{|wx;$&RQub}`i2lu!4;@-7T7D%5n^dL`nDECx&W$nJ%U0KY>Sz7C59ZeW zPx@EhJa<_KT@5hzyn$_2IJVxdg6ekXq1(y2Rr^kYF?FgMIHjbGhD z=I3T6Ucfe3yFKsSE5oF*TaCCo$r^d!cCjGjx>=Z-QscdEZsZIOr^Xn;;bTT(Ws8EM z?{(lh{QgjbY9l*1n#pf-19Gf!*+$cjuC#u{RH^si4+1DC>)LEWo517IhPX$FNb}7xyPc4uo!v+h z#qvwf%frP`hBE}nx&Zh{!RR|A?|L_-d>_oO#P6^X|s*5 zKi;oul`nDY+bkMWc}bucVdl$GJ1tE*J!4cC%gzo8vJV^Vb?*i|R6iG76I#~G<0p>qMMK<*0piuM0382wr-KGF`Z|2Q>oTZEr~7)XFN1FX z82ekpIbM8@s?-hy@<>noHCL+HmW}e4tZNZL2)y4XTMYQP-@xu+jg)$0JGy7v{a(QV+tvn3cQ?`?-Q8UZNOy+_(%qd(cT0nGcm3#=Qo6gl`@Zab_IJK>?zrFm zQys%0zH7}j=Tmde8?Be+aMqXmHI{PN;G-(1rK;)4X8GFKk4F~!DXSp{p9q|-k_2xD zY)!Gm%5X^etY$FuSS1I^Gd{pHfPL`C_Seo2BXr$@8eHa9vs1EWz7)T33Pn114MmIU zam2mz@v+w%S}W_@%s_!Gn5cP5mSSgK(=NM-85#x~5}G$cV9A9u_;9s}kXYOwVnI3G7AItgtj|sB zzUOS;d|g&Lu-(nj=(49@GPFQ!m1c!885s~cm6Bu(L0*!c;sViF*MVPG48%p(%v4>D zQlhgKFFVp0*Sb93ONfw)gn9Wx9e@A-cvt`Z;%;F;OqZx`u-_k^S}U`QZQJfvJU5p* z79$bKBTeGckxxDdWk%wPLuF$qByzqqy?$B`$D~qt2Wzd({o9CZL9M=~#t+i-b(^(a zqe2^Yn{LMcTv#DcDUVvLm~Gl<*Z0wAqEr7JXOw-T4u|b1R#5ds`v6)@-JF!hHHFl3 z_vZJ!>DtIoQbmS!U!=kh_t|mIyoTg~tyb&4!V236Pv||cAHLvUxlL|N+kImkj!AIb zW$ubdMZDK!foUNvLK--XP8#LW|0s%k2zsqnV*AKEkhWqw%s0K0mRhTb+ZWb+;pw$~ z;H>;f*!LWPs#Xy_Eo^OhZ76=%&w4P7>;dbc^AS~VHyWS+JN;3x(^4L6$QQ;Iksc}{ zFugUzn%7RHBJDg{4x5=+N3-<>1qO!X2~c$$8k+s{-XZp5^QwaNtuiuEPjw;~fi zSK;o?$kcSPvb64+`^K5!(I=9?XfM=a!lR->xNWaaYa}F-o4M$L9r1#LSy^KZ#8v%b(fpU>-}YhnRf81nGa!?V^;ygZHO*&p za1&_Mpq1xd=UbdD4v_tG9=ctWY*stQv40D;xGMAPY*Nejgn$~(1nNAbN4z9;L<~cq ztGYv+^spQi(zp0Q7m$PK=jgjl-ZfSHdACU3-aB=@s%!bhu zBr{|p|KP7rEHNv>2|Mq3EjhvaXou+ht|y*qh6#Z}QYlnds1y z_0b0@@tgN1bo59?z@E|}=a`)uF~~m{+G}|e7kPq;4^$Q{xq?|mQo9pwoC)gub9!E3 z%NLwrPlu7S+aW67mGt|$n~r#ZIqVKZIQR4u83I7?lkQ#KsZg*>I=3Yhs8YZ8lwEZ$ znN|Z4$Ta!YE}g(=fJiLt(|sy9G=ACn(w=RuB;DbbS7(O2x9rLz2NV@P=ly|`TcH?X zU!fGfdtWhJy4w&BV%h@^pi!!_9Tzqn7elzq5JGi9DY$pUsU#xaBoF(l;;XKjIQ7j> z`>i2^z@)pdr*fAiEUygW2rvc z?>29%`gmkj_u}`YNI5wZYbBtmfZtS%jn1;y1(S?phhN(Tt0ZG=8cv;!mMX{hKbWTP zY5onHL+B_;GPK11+PW>wV}HR=XEBY1a=Z%j~cWLW31mzu*EgF+J>Cj2lL<@}&pi&_;;s-bsk|mhNr?Jkw$K;%kn-3eowWD*o z*0iccq?TssR_wBSKF&~O@kVfoA1WlP)7@sVCQ0WQ(YdUgalHZr*fSQ1l;_1(UR{X%pb<5?_t`uA z#*<|`27vu(Ok(zlp5lVh3C>|Fs8Lnp9+B^?VpWGdiD94;ADk^_{c3;S2FB+F)|4d3 zL$Ohw^$gT0?58G8Ws7)qdw%%z2*rg1-8Dx8g5j(+m<&ZFakynP1>`M0fg?r~9ydq$ zj*szBz)E&rtE~ro8vt8;jk^XWk#AA5JGY7PKbn2s{Z#*tR?-0){Ammi=Q+w-1FEW) z0nU8Lp8%o5jWr)gQ?5-(V|`mVYqS4(u*1P~(Y!bufgBYT6=y)nmwCXEpIh>>2YMaY z2zF#z$giobO-Cp8)dEALZ~OO8g|4BY?^=lSrCQ-(wB&x_PQ(IkoeWDyo%8crO6W2p zJ5WKpbw7Vn*Q#<2?c}N1y0M-Qosn@OkIEtXDfxRnJqA*(66LN?iJ@DvU-La`BjCQS zC&fIWPYHRCVV?$YLc~BKQd3dcC(rC9y)*elpnSEA+p;c&dsH-cJk|VzEVROLv1tua z*th%EZ64;QTsmraa@kJUD65=kX>ptHtH0iWA`2H647bMhE9!bvrl2o;QIQnlMp+zM zgI#C41SO4fFG{x<@tMu}{5c&>kS8L|&JF@JLJ=|Qi@aFr7eJI@_XTG$O<=Vy^=HQ^ zw{?XUmW~@bE-vax-xAw)-WcKe1IRNO4hJVVaU~r%JPx{h&g<}(ibmrnkg9W~6zk}* ze&cZ%ec>NzpQelHwWLM5|e(Q)II)ov*Z`s1TsSJAsKJL-A zG-e;d6$t?|+I$+Ak5X6!PM;mCu|Y{01Lx~5CjK*yCi_u=oqkn)!{EieezQGE!->$4 zPku^g&AiFg%xh_koo1Z}fvxTNsFEU(o|JOU^}*uX-$S_r2e?=Bxqo|+DD9y7?^Ygu z{Lez?qvRWBvGHhw#=G8MgsWIj2(_)}78i?`N&1`l9d{sny8@WiOIS4G66rn9Nh&S4 zyAfcZL%Tg20`z{|BQQI$ROpL|k*i)*fNhU>)+B37r8#{x{m(8%q=MQnX?#1S^tcSo z`^NdZmT?{iNqNHLlpsGM9a1>#8nmwcNf$wYgQ~rf;h(wY3sY5n} z5mC}J;MuG;qt+kP8LA`X3QZz!4sA}IA6C&V>@<(* zM8JJMt5vn1bv&BbKyWOCQn*Ty1(ivKBB%xi5et5@bJg7BHxdZCRdBoc3& zz}d)VRl9o5`95`#nFJ^B1ip4Gi|d(N1p0Aw9}~+Z!u?0fRUp8&o_W=U0GrgqeM39E zcfps8!qHh!b{St=?GEmU3vgb*{l~L4vW)CrUnqi~KTwgUqv!do9~-wo>J*%+RWo4G zsluHs`@)T9wg*ANMzfwmjJpwjbRv?8;|1ReU7g;0)ZQs$qc^g!7-nFxs(lXM8QqB` zx|sB)tLYU49$Y){cQw6_@ee@i+S;d(3=0BleUoA01OuD~}x8g;J^*l~eBN+FV_r6>xwA zSKcaZ3IlX+bPlw#m=JjUQSV*Rng+2h59lu9RfPOr+dG$7?bD$Dh2i)!yst8xlyL(v zhCVhIKW)y^uFUq(tChzQjV>04x(}kOh0g4A9nS4M>R*72rY8;?HmfH~`dSYIgh+y! zU_NJy!APTpt9xV07rDy} z_0he*^~Ly5CsbEeWmrwkSXZHd%?`H)fw}a-iQ3QJNl(|@DE{O<>t|gd<6_j9)hcA* zKUDng4=4JBU+02wQq3tibPfQ|y$d~@$|eZJ>RXj;_k12SnSzB8+V*yHPc%Cp(*v~z z*P<}!E*|Ub);^QZW_W?{x2OuGfNC_z1$FT`J$6C_co+xKp~QM}*C`#7E2DJV@4=>~ zgo;%XhW|bI8^8i3NU8{4oL7)O!2zjSqDFKv)8F1#*3g=&6}{*kl2bC8Ib zZQSS3cFHT4%1mF`(`|J8@JpZ>XaF2!yhisH3IyfSAJ~~|WBURCrT6wgch;nd&vrPx z;`eA%+f@PBOj8-ed4$_Vm!tK46W@1CKYIs|bQ4%S{ut`-^bXZ7Ia3Pf2><6i;Rm;c z2eIsP1XixY`O99$3)~JIC#|l`?CTx?{;sl6J>Bj-Blzm58)hyFj3i)8d>-+Z2dx5; z_3yBN1LHv^f^+ZD^&t|?|1`X_uhg}3S*?B`%qe7R>Kdu>;Q%d6;X}ZHf90C>693E8 z@^B4H0_{G`jCv|P%f#_(yYx6IA5~NVBrY zHHMqHU%_@PURHu{2Cr^}a*jNy8HV2d1B#W%z}dj93pr^pK40E}6zYEA-vSBq>P~`F~Im zpDiKs2Q}>70ZoTHlQw=VFjCRde%CQfO*d=9nk|2HIfeN z;hLzy5!4nH-IZ%cMsu>0Uqdwf{_oS(gDxU_0+4*)67QJgco*BW#493h zc#je3H7a2#OepGMs=T(fQ`lYMHMO)vLT}1D+w6>Z><<`%SVpYtI!>p}@CbQIN zHWE|A`WbiEoug%Fmk}mIZPUG7oa)k50SZR1)V3>F&!bM87|udo zcbz!!-fJs#6Nqr%Z=lYa<1#Wv1zfSV$b{=`zgy&T<3H)y7#nx{WEJ1O#ud?0`K>r& zU|{e_Z+(orgo7L3?>^$srqX|MSdshM`yX|b_s1KGquaH%X83|pYBgU&C!>_a2L*tk zce0Q`l(BP|N~)DywokbXTHPU!W4bSD8ViswMsV-8ll$_rx$A{65|$ne+!np0njKaZ znp)AvR`V^0FeoqIZ`qv}yfm8(VQhW2zWIBBjHmf32D!PoLWEy6yMJHZn;kXL#-yb5 z;?QseoGkMl)P8Ml$R*Enf2UoRSEHZU)Y5Dx=_4VL(4;Bx8SC{m93JlwtsM@Dh?SU_ zRpY*9s_rA?T&pL$YYubz&+*HxEv&O!5F#e^_>K|Q8_w)ord0;KkIp)ilaoL;86-Bn zdXU%so>?vvEr!E!7TV8BaVLslI}a2`uy~ie*ed3mk^~tWONdJ~i>x zE+wmNm`MGi+s;;69&Q``&OV#Jw7c3y09I5cJu+zY%r8TGUL8QG@`QQ}Y_9s6Abf!G z1MNC`1^RvBohFIiJ?hCaO4yvX{m2u6E3pY1{NLsGGb^~4(aY`5aocRQNysqmIjhN2 z6FQ5VqU{HT0YAo)0+;fGDyJbUT1ugry~Upd5rj<23zgcnnFGZd%W*Fb(L}0(W}UnUQv>{;xsff5Xr< z0e%k0>greW-aro(vk8|y)uuju;kAUTCFicym3$9eg!9jJ{Th`1q;osp`eQ78(;exLa83=_43 zNE1agKeRbp`RIsmb-$|s=kAQF&X7K^2y)wh=X98}ay{fEf&m?)r>e@a%JKvu!=Uro zZvTR_$@Mfx;v?U`>hyo3dw=0Fyy0N?a-&+a;Zm|tHPHSZob79)ed$ZyK7@{WwqI?i zh-ZOTi|j=Y!?4V=(t)yXKMW;zrT1csBxSob5MjideuryykVd$+N;Yth8z09n$B4YK zQ~ri4EDiT3FYjFUn`zW>opj4N#8`-716e|%9lIv~CU!E{9!54HnNEcI?@M8*2+?Ts z9VZH#!5o1ywXcy)6!(;hs^7Q(RO0~5@^m8*bwbh_mwOw;*j|zx(r$M%UMEtkK41C@P%o8nYD)#t* za{Gx#fPB+8heu^cgvMlSV-P`^)E9g`rnw!(KQGkvECy_&w-VMw3UyuPwfQos`+L0E z`pUDkVs*eqpJR>lH17Z!)UPzoHOb9Q%(d+i(z)I??xO{7G(ggYRQu%xL4_((klz!B_hr`3i2iLZU-$H?C;7U>~Odt^O!GKDxTn%jab@+|i z||t>rs?tgxOX~Q-wzDI9mA0dgfbh=SMXdBOhsNZ{ldJk zvVQMgmkbW{5jExT;5r9fY!8b(x-c3I)vOv_Bs8;F-jEj=G*bPk(EE{`BRmX`MWg5! zOpaEqsvqX?hm5ppG@ZMWudg@)0pd<~;1T2YeG7W$Bf8ec^T%8Qe-fWNf6arCv-H`q zEMZ|#NJ)o=&!y-T*na?$-@qtDKp|>NFn!^;8nLokX=rx#Ljo@)RL4s5whC|0u5PUF zcE7jzavhFFnZ!V^=vuAeV2|}P}B`YVtV#Q-n_Mp04i=bDXKomyeZxFfc$## zXtWq52sEmYErEfMI&gU}&T4r>rw!jCBazpna{0j>Z_0WiC0rqjdYM%UBTkT&5WOae zsz>L!1Io)8*QEXn9;)F7&cE3$y~HL3#C(FtJzHPbR5#Lu4AJtwXEHN1ZsoEms{?r3 zND^3hcQ6}~yAgXV1O($HtA4u{S)aNgz~6`LHJ-N#URF9!$gIv!qGWc!1)qJ0HSMTD znY8X8w|8#X9db{xeBFsGVK?;-F*Z#N_q40JmiB_-v#ml`5X0vBm)Y(_>muJM|&kP%s+M8h3gIb}Ot z(q`DxKy+5v@BM$EtpEM!{d1tVupmmF^>-7rCV1X(1_y|urwR>~e9dONYm|KN2dG&a zp|#B-1KDae5to>gil~kJ2|IU02{KIVbAuFm?*wBeeCLcGVP|zQEYs)SiG2+N55iUM zUiWb*IYz^eyFVsK{(eL5zCeXFH~U4_W1qeze`jxoZap$o?Be(7Mw6R}oVlzY*8M_Uo(FK?M2;=6Ntqq(U$@*@ z2!-t7;{fQa{RegeQ;xt*)q5`0eB5em+Al670+0cZUPEj}a`V-zq0~9hzQr5(M(?1) zA2hnq?e<$XNQ8uTpA)o?@+`dv$jKXjK1SbP^ufh>BMt!5S`UfuX`o=}IQ+-Dzv>E_ zKLb^j*Sx?A1zqGLDk1dkiSPzl&%OVZ6Oua6BaHql#n}9YQeR=svGHh>Y$RPhug!hMcY4B6-`TXtm5@2 znDoYFTkAa!mt0)WwU}Zli=J9txPf=Z$OV?kE`I8Facrg+ZXI}}fShXd2S|=h*6Zmz z<5fDpEv>LL{X-OycKBr-uShg(QxRA@93j7t_E*ftRM(JDR7f`;Yxq-08G1#SzZ+Db zqZ4`i%7bDMCIbro<%=#o312TcPn_?=>Yw;;_zO9PD;%DBziM`DD5MPdQ0un3sMw_F zG@JyaIcs-AH7I)a80fqqHV&p7A18u;Qa$e}&)jaP`7DoRwid~@4-4&0L^zn+uLH(JxPF6sns=6mMsC=IW7zEGCb$=T z7+j|U2wgd`3@AoIcngh!p6=1|*OJQ9rAXP~z6pA;<8K2$Deb+Wu(a!QhlWj07bdQ# z-TFBD=a;L)l`vZGi=J=|qpH~JXm11@9}*$2pdM=Gu1t#EHPKE)yPBVP9&C4e32*R2 zj470&Kfm_^a~o*c6Ge2pB(ig;KmZ`p4VnG4J882V&rWxQJBMg{9K&AAmSV zXRvHaD4*G$-4{UKHwWQA=~r4m$@sYHTfXBt#I>}{j#I*@^TH1m+LkmrbAXq)*mNf{ zP4#rzQ;oQ-h+bKmZRx|#&JIYw{FsDMV$u}kS%>WoXt#3pyR0{ zxA#Genq+3!Sm^kDKD{WR6w(UkZ0v;!hUezx+Y6KLyM`vg)3_}MOP}VvNf}I-VeO|| zNl#aO!P-c7uSaUH9nbyi_sElNX^BG*7Ab-T(SmnbXYLo{h3o{lW7 z!ApLz(DDhprT7atcZKLxb`4prf&LpaZxmS@s34ll)nwoMQym$TuzB+g6A{pYyg+kB zr`YacN~7O~mq0(TvYdFEkVf!gK*H{V@%s8QGM=|S8AxAc9c~U@ttyHv?*OTQTqrB~ zR)xPn*@#zZ->l^j)?UssXrROpVKbtGtW#lcQ++a^&=HoaZ++0FEodutHs>daU>DWpyE@s^_ z9S-Zw$6CQ@0g=qrA}7$OtCm=+)*&5D!{Ah`AShXpbtWxSH$~w9c5RBvEWkdU_ z*`m&MXndY#o(AK$H_`_Wxj6>&wOW9^B@x_BFaD06f=3`~#aMNEyQF!ZY#SF1bb{dJeIj3;b#JRkPc;pWAi@j!FSr>xBLgAA244#>SuO z7r*H5ogb;>t!RK^RZLY?>RaM`EtP0`rOhVgVzEjqOcN{pb9Oe`+-TX{>;0{;`Ye>b zz%{I@#V$t|>*-=G{zBbh7cNUer6z2NM(HRJjI`eWYtfH>_&zrzvNT67RT<&u?eD!D zAoWCVuJIMlV7tR`9id3O9z&x-*yH_!j~_N54nc~i3QKrFAebVx-@S=su{%?!0yH>x ziOq+-zow`00f8f&LZ$#_s8o@1A0o=pVmA=wGLwCM+PHT(TS-Pm1p{mog1f(%9GB2L z2`Vb00k*XoGTRGe8+HY>a9l6XMuvx*j4zSexw^v2%8s07hBAQxL){t>G-B12jtMZC zhf{xC4Q_!^@NBIMa;LZ-1=uDG@+9U(_dCnDxw`ti$|y;k?64tVKFXWk`Df@g5J-6$ zVk92>Slf-JefPs4)(lM7kKk@Et@}R5mHo;gM1Nvu{6}|t@IK$^Qm2XrjB3_fdn3KZ zRr@53&zDb9XFGebh#cfGmIyUSF07%io`!`!$Ol2W{G)49f6JoLg7StUg|?FuJ37vW z#X=FcI#(#Tc@HIj7MeVXZIpcEXHaevhn&J))U zkfMqzE-pGDZxfMry;V2%o%!-N=4^+W?ADj~0hi0fjXiRbb}T^jGM;#cH|}$K^2=`p zEdib>Vy^y@d9GIg4~t1Rg?@6nt9(fb4rfudAqg8KK1ss@B`Yx@X*Rj6C~ z2myiO?pX$Nw|+IIf?(pP8N!Zmgh%1#OG0X-eWqYd=-Zbf}hm}TS z6Uqi8nf*cTG=~a(icmpkkt^7o><%1%+=`Z$B>m(V9cHid=h491F-01050m6o z=T9OGU`j?Sb@Is93S|Ujo55{pM=2{le9uHt#|h3+>>AY=Sk%<9EA?;+e%-MqYItlKz!n-!=@vFMlisDmMRTql?PTUqe|7MOUQ1TSH@I;`PakgcLOz{ zJ=dN>zxrP1{)`M;4Ak#&d!u|TS)g4nV>fh5qoFD6`+`wcR^Hh+PpcyPxlT@aG~u46 zdh`*orC++QhRn351=}w@Cttr^+iv6(sc~5P5D)3QYKtm-k?wr>xWW&g$D93r>^IVL zjR{f3&l=0o5wM(=p1+P9)R863Kd-KK=S&H9Q_f@p!REAE8 zD*e|(uNdDsX(D8o$mnPN3kQBv%tWh;MU8;V#)w#i_;QtIWo6q4ulB00iY1wm&NXWF zE$|O=+@Q@EWFICLPj#Im`n<4|2(mJ|a&QiB4m_Fbz`h(+MTsKjhfZeF3nXn&Z1_C1 zF;Q;m`O+#XU6Y{tr*|0?$05SJ|IKK!k1?GkES`Gnogd#}) z(|Lf6sX%>d)@NV5{==nv*|kl_O!wCa6A<@s*Eb``J7>)%H|$G^Bq-pHl+QTFT4~(i ziKmzAwns6_DFF1c4^;FNWkFbx=coE@>goB}c-K=5!^t>Kfzkakd`#>Yb)4a?U+J)C ze6k)l7XZ>JWahQL-UHULM(kTUU96_J{#;SyE4NtZ&fgjxm~F6X^Tb_Z)eLahRfmrF z@3>1w8a!&|{lcdkZ5Dr>B&U0!`!2U|zUitIqZnV*soWS*i225RNj7(@5tM``?IKNgTn?yoU%E6Fv*)R=O z>FxH1omVOg3ZPM;r zz1sTvEtI?W5oI+UnRp3zn8o##X3yCkphc}JP@C;#A`jHEEt78yO-;Kl_Z7IP&RCCC zT7(++8o%%7#Mi4y-HO2eIB)>U4R>N0?IlP6R{M$E;`|c;^ z^z792$Er6A&sM4B;NQ<42Zn<0@2K~=3B7cnbMZe;?E?d|f~y1V_-}x09GS-U!Gw1X z^6u&$+aGmI(!CcI@4sl6saVWdDII6AHxO%wphDR%^<5=ZtCYE>a@Y>K=)P4ioZB$9 zBMzwQgO)jrd?y%-yV!cl!mLvMMI|R~slzIGp)I2F)YLwcEpuU1!Tf5boPYldPKARB z(}pJ1584q`eb^l2q31H*aCaS*pX14L@@8S1PL;#RZYvR5hy@pC67iNLjKaiSt=v{8xd9{q_(@yFqK6*h=wct4B39^x}*^08g*18COI-t@$1K60SrC2(cv%PMr>CdidSPlT<``j$`IeAqem?l^1 z(of%P6j=7Ui{TrMi+z+yOtgM{xYpS({32O!uz5eEV)pw~*e%0mca1DD^jN)Qfku#v zOTI!+W+Kw>tet^%JFtJX63d%}V)h}Gp@uYBAQeoRJ$?DcA}Qba4JY~6xD`V^Q7_9c za=UNtJy||rNK8Vcmz)#aOZ3IQ+sCgfq4?6Rk9e7He_Ar{$($w_Zc7N_%3IHOHo-^y zAeyp1-xtCOSjItHpK=K|@!FQ*`m5t7dfqH^Axltx{%4!m4zpP*x9bhAqoodioiLZ9 zsc0=6YC4I4nYnnXad6o$_0j9)#4DiDp4evrAFS-#8kDkS4N)?LL$+;n!_miA7povc zoZ+LBV?-8nLuSKa`4jsx0+uzJz^WH z4@MCTinvWe1}#9J4tKnsUPfj8a;tNxD@1mnM^oKZ#K(;f!l*8LxXv5DJj#1FOS%rA zl&^PoFrr;uprD?sr3T*~Tx^2jd|}jDK1odKIa~%DE+_6r#Ft-KJa;OUO*z{OA9g}B zXBFolz>DqSsl{3pQGUA~3&D+~Ce{FO7I6S_W%X-hEsN{e=M!w>n~c6Hz#)@-AJWn=`b4%0&3Lzj%Ll5Cx*ey(p1 zq++5mfPgO9QGLE3hz;?=h@#&yeCVJ)&3-&HZu678{Krbo;*Pmo2mSOnteci15}@UspFkC;X;A9kPxLUfK~Dam$Qdk&@TbI37J zc5xEhP~uGD1abPAG`I4wt+p*9-T48IJ(+Qg@w&dbaN#We@W~Rw@%)!>U>+s&3so}K zPGS10EzZozzMCyVfIig(#=}NmsaTww@QE+E0v3N}t*@4`;|W(8mWK_3Tm3{B z586kcz!}e=yB_f>seNufZ}*Lm3jL)0y~UVoI)bnZRJ9wQ>6>P<2(?N5#cJ~&{l#5e zec7%Sy;x{L#8T3ij18~%1^R&vK!(Qm-*H1vc*4Ns|E)i zWn`lh^{T39H@t=#G|IH8J!&YtXU-D0_`l~_Tl7n!++zAdw`~ucrf4W>suWC&H z9TA6P`@G*`rVN216g7wwG|`GoZ4M zN*vh{_lLMI=>KeC0Wp$1mMDWMZ*#x8KC=m|0t{w zA_q&V0%oGdZ9AQ))ALgOg*AeRU9}L(uVGd->xq!)$o=TP(bhz(?Sx+0L;~?Tn&fwr zBmC4BPM10weSZ0EmSB}^U#CBUxUA|U&M+jPV-u|{LvDz;Y!cCJ(*XdBg(o5+*9jc0jm!rMIMCmy;^D5N;EW!0`>d(bdioD zL4kKfe-DlSeA_`%MIfTG6FIm%cAMaZXGjiE;Gj0e{`1FwefqzCQ9}Xl5KX=LZZ%=BMfTVpC>^;^^hec7A{t$xiyhZ{0Uxli+y^;~ zIHV5gZLOiWK2f_$gVA5Xx8D&O!5Y?2yObFWFeg9zjPj*~I zpFZf$uVygX757h_>rY5>Y-bNWmy9@y|KR-!bQ$xOo|Pskk_lnhBeXxl8a3RT9HteR zK#S2tYZr-!odUw$&wh@ThFa1pZGIOV?6@MQb9DMnr z$XaOia(}tI%Ua5s*;06MTX?)d_fz4qTOlvh&KCZS(QVOH@xHKJt)Psa_g-7Gzw^E( zAKL;b0Uq!EWcm(M##8&QXL6j8$5qBwFhSlmcXb&s9VChmKqnt89{l)tR7(oyfz9K4 zgN8&PM4XcDO&m>V5|>9_XPu72;`G7596-et1%9_P5ppyeIJ?_?=7U!kiLW*v(O>j@ z1|~5fXj4QRmRbOtwS^lM1-*hoBy#CMDt2Ogr&u zm<9z@A1JAg^@(%f8i5CH8LHMZYDGmkQUT=I?&zUZ9u>s@>eT*y1^!`#(EN49I%md0 z#)JCgcZU@u!;_RIU!%0RN5aa>ITbACbK#NR&B+3Hves=#7hb0zEV=vXDB&AZwb__9 z&CfyU#v4H3X+DwT!D6cQ@^nuMaDsrUsTo73p$Ew8nUMO5VTR{e>w0m)Ew| zfl0X+hk;=<)%X=V;vKtEr(sNcCo;imt7mPuP|$clsuo$X7p@sKkG&Oc+m~?ODB|mN zoW-K8KFRlwHzfXvBfC9-E-?RqhJT0-rA2@{AyRMA$$B2~n#0>?-rM_2f7Jx)@YbhM z9aAkY^j}5jkj+280dBuqXhPhkpAq{<>_Zy^J^Lz;*>E~MiP+?B!b+U_S2zL2w#*j^ zaoC%=LN%~|@%1SF{{CK^y2Z+28plONGFog<`W;?F8yp29%?`uM8H1`hD&&8W6#xDf zHQz+c&1u4+@nJJFGh>)Zp5^{Pd#b8pt*Pfqz_W02P8SrPb}+5PyVPE?gW3fF?~9xXz4(Kvb40cb8r|g|2;Z=3G7__JTp2udQkD+ zF*yT$mRCa|jVhS}&QQRi4nlhNu#2p+E3)}M3CLN{r*qoXZ;r#Y3MyY4F1yF>3rn)5 zZq3RQs|R2byOmqEY|krH66JN)@Xe)aaZ8a(s1U5WPN~`Zy$9k)>2N2&_ItS?0~p}J z%l#*}UGoZwnzmgjPcJ449Qli>oSWaeU41mgSdicDM_DzWcHzL9m>tW zOu%XJh1A`raX{xEtY#{xVo2tschV^&i_S1AQLa7R8RcEbf$bzNdLh8q=vj5oPGl&54u33mI@{!7F*G4~)H765F(WqcI56WAJ^{9WY853YKW3!HY5bye4wMg=1eY*h$W-Vx&%kngLg zQR*A4Q6M{;utQ&#Pp(we8>M7)UXtrksI^B-49%F6NE^j&EinSICqraP<5(Mo2>*T? zT}P3{;R1~C#v*lea!U`Y}PxdW)fYj4+@hTP3VHSB86CibPHwVWU0TvK6Qj`Jlj z{J061W@GwLS9fIeO)1-VL$w0UbhH2Rs_0Iyl$-D=Jpk+ zqOyiqPJ%YyBwhEC+6_fjG%p{e?i`P)cHsLEv>VLJqI1j^`Ts!?$|aMs05d<`Itf z2%=r0msnj{4$29;RV#73e8er!25iZF`)+=SY(B4nsf3oK`UbcSZ%&6?t<`{R4BwL{ z(m=F6IV0loEMP%Vbla{oPU@!jB8nBf? zpj@>WL-FWP3~9(~-o)E6#@gUUcX2nwivNLU_N~YBD3HOYgA8QF@uZesg|m1S&TZxJ;KM33*Q=;q>=q+JNI8#3;2Ma9U=Dmy$=%3{W6V} zCRGb{8TS@_-zQuZ!Te~w38j_mD*NCcQPF{V^oR?@pg@O4XF#Qs7i6oYpXe4xTg#>J zV7@Up>0A{XHsja+Irf_#ZTPA|&48zi>)7K!Ehl+4pGBcy@PoV1nHm zQm@B$u?B?&rmZ>_9pIne0e+E;fvJ<}TEwT?eODSq5n&Upb_X)mN_~8Nw(v862M!nP z*z@>w{R>qq8^Q^&h8kK~LFu)A2!#+S+UwVclT`fMFueW04Z|HzYjX3lIGuf1MO((&^#EB9`dxqkapY4^Z!aE|9A3|FB~krG zQGz??3qm}>9gU(jJya&PampeV+utpzx_aW2Yu%U`h#}W+uf5f=tSB%w-jS1MAbL>J zj)|!O_k zESCKe1;<*NDLvTah+K6oa$xmrt1EL!7%%K1P0pzn*nuhS0Vv-lm$4O-Qmg&JI}b^My$ zjm~)}QC|Q%x)gh`H(5U_cCN4O0?PUMso~>{^Bboyl$%OyLP8yN9MB(mP#uGI+RWw% znAIad@PvYGn7X=Qbk>mVL{<-$oR=FDP~@rM&boFEH%pQy^G1Ca?p8Vd+BWsf9ER4` z@UG9^IR>jIF%RpIPmPCQ44O@Gq3E5#ILThow0bBqjXrg)eJSn7&90oh$rf-9>zl`Q$e4c6zEiJ9H zSBmG4_N0Asxc!$~xD@xt(I`k7i^J?c+9yh=Gkz1zEB+h3Sgl%3oUIvUbL60a z8Rn3LXcA$E5$2~3o4pPs-sqzVuKuxpWM657S!VtSdg>_fa`f{R4&x*{^8&G4LGUNR zuu~ocEE+KLYYE_&Ug~*l;N_h)!)&ULlgghYp@LrBoA-H%Ftdx+(>*a&$fL>9 zM?m+$+0L~fFY(**q5N+BDTYK_V)K^A?8|<|w>&DsGtc$-pUh3upu%CfoC-l527d%k z=l25S7-tI)P}3I| zliar->?uMqFfx9w1p&e+N{Ezpy&HZ2A-x_;w<+a1pjWuDbe@RCF zUAAkefyQS2P5GyMvOlJ14vsyR?}TH%*B}iYSX^9e6RBtoWCfx3vYD+ST?sRr8Guf| zUYQr`m3+1@{}~}8yHq1KI*NdwpRVPIbLryyvic#guCi=$HHGq~Y(CuW>G;wN#a`n= zY<@gTxCd#+fe2V0%QeVGDRfi0&-twWWLI|g`sTeA_!GY7+Fg@bP;Vid-lFSXGMA#0 z$GVp;{^iHv!_r`x_ovHxqiAn)k4h6F-L;&3a?~=j&#EGao`{D8GAt61@aQ6dkmu*) zzY*_$|BU}LNBs*WyxW2Le;E7b=s5T8-z1&1L1U+}%?6E~#%`>pv29z8ZQHipSZx~H zHt&;z_nz}!tlwW*vnH9$^X1fkMw zTi?VLv--TfGVy+Q0b{ihzst=S}|nR%(R zinqZ#(3?T)3?0`gtY}Tuy^)w|+EKRxwme;;tT>sAz zB(QzuN_A1NvnLMN0M4^=av{|-goxWyBv4K+>q{hdkU`A;Q=={H>YE4oTOfmM0z1EA@Rmd`1nw6A;&2uD#^131iEL!$#5_#$tcoez?FrdvKR9DmD0RJvYc?MNI&yR7#Oal3Jb!dQ_8&rYKLu~AgR~07yJ1%cWGp_V>JlUZZF2%35 zKVn3m>U!>VVgY|4fDnF%38XB8u0D&i*`WXX5`T^4Q~3b;NNz7nAR>IS$wo_i4 zeHe}FmUkyBBkDGp$SW;wl)FoHkia>eAtgeK-M=%Q9e3?~{@5vK@U5h4Qs=MdQ%7lZ zzJR~gYJ~uJ18W;NfR3;gKGZ9jrI-)!iDANZbrK?ZkIRY&NaLxM>kUSWE3KczPbtdM z4hB2e%marMb{N=}&*aT90AT_^Qu75&ti|&r(z#q7LB)!uG)cLaw+R`dJ>4t$)IU}L z;?aBE3qg#Z)$$b9%<&UxEp`~H;J&iFTC@=QgtW`OXI^8@vF-|)F}z{DmHpkdw$R09H6zF*b)uTlqgyIXdESc#I{ za0rn=kN0LLyEtyCx)88RhX=ylogtvKm!%X+_UcS?`e_4JCei-6cCUk<>LQ!j_8#=B z_>qg_9&Y93v#KkD;)Peo3wI-+ zadA>I0eiSM3kZPQr#KYA51U{)?(Qqm9b4>kqk-Yf7W#iKB!Kkj`)aMw*Jop6Lo}j^ z=Js)@x~Aq0H8r(VvFtB1A+R_M)0bcLU)JY~w7?e{O5YjyOZMgTG6DQ^e}GNP@AU0G zjY=J4{tFi(puO(Z|BsabpES_~&=v1z%?%>H4N$}C?9OH|TWIyA&gB+Q@Vol(;t!;T z0)SH=`#}vpaL)}%oxD<|k@4de0}(6|Z1OyJj^7x~Wi$IR9z1*ddiYEiTo27E$Dc;4 zrbgh<%1<;HFTJm~)I>1ykMN6xhheB}_aL4NC??IM(_G`*xH2dUu%O z(jN2jfH#C5yL0T-hN!@8EO>zb-9A$1$vz}3x?ig^rDU{AZ)`#}ppu7Ghw+MvT8HEr zHkJQQ<1OG1<6TlhotSL!cpOP9xU-K0n44_VoY_hPvJ1DnbL;rQSQ0~IfOQbkp0N1? zYqIcP#b6t1@V3v=<K51wG>k2k%3O(OpN>4PYZPG`j`!5ubtZa)FG z5m1!n)v6S|k*+kj5@2_BV`~uTaDTun)o9Zyj{;ESO7jPcbRNesR6x^4=HeO`Sm#Nz zb+_YA-xEje@u-r<3yWU98ovX`VovF8HR&nNs_5Edwc2dJ6-!mVv#|s^qso%VY15wL z;)GBPk9~yuElk=TC@RM8EU6Y85x1m~cDD{PrIv7dek3i`>`*P2(!}C+zQ>_bG9Cof zmvdiURZA+hR{0vdv5}v^0iJASRaKV%kEER8S`bxQ6e-oiXFFoAP{K%3+K`EG;<^48 zxWTF3UZI=*_6u~NaMGi?E`S2mn!M7dKV3BcYm`s9kqLyKZ=7b0$AtLaK^mtkasE{EcZkHm;)Lr9! zW|5y?K$qsW99SM;M`m_r8bI3qP5rn}Bg_0ZI+rmXtioxO|5_BPCYFDosDQ>I=P~J8 z{fjf-35euhSLnZA5U?QyUNWtc##dD%K$CPV$WO$9ODYZU=|7deJ!kTd(X@$jsd0>@>>wBwY8Q2 zbYc5I^YU`m?N8kr4kVW1sy`&Ug(FyxlCoWaa@OiYUF)~@Y(3r%^+(xi2aD+m9x)%Eg+$V%}bv_5d!Den3sX(RPOiD0Qf6 z2q}x)CG}mjHYw<=)9ZoJl8F85a{BiRK)=ct^0;V2YK$k;$p->x$*2v7hq>tony|La zyYp>vjp>`mFZMRx~sh#SlU{c(}L8TSN{w9UG(Ej88Rm!@pl6guJ8ibwc3o9#p zc@@Xg!xiFuk1s`)aQp7d!^VKj>eSW&A`%v4;bMhC3x|_Se0*`vE(xvF!mw8Tj|+^7 zUa>(T+06rApjkT$7~B7mP5om$BY*#KWub+Kgsh{hI5-gHWrSqM#zA`nKD(N>b#5wR2&0AV zgv%i0F+#S;&Dco3qqq?d_s_8eLy{HB1VCUfm}>$9=jAF}?PKf?zz`)Qgi10rLPkgH zo6wghI=W(v@6aJ`W)w_J916l7sMNk+jg8?8OO;8>&EN|MBZ7jWsmW9})m7E_#+L_a=|pBjZ_{FFo5ckrnHkl?*c<=va^Mc9~rwM!+LS2yca<0 z>+7pe4>vlNmNLt5Gx_~@aM3Yho&`reS*n^Rk*Jm2^%5I=kv(UKJ1Uq-Bp+yWsZ$2eyQCn9SrC)5F=&5e*-2*~rEN)Oz; z*xR4bYQG|M_VUR@5HT{KcIX}?MwL(DSLJJiVv+G-*M0`nG;ahvLD6C>y)$O{94eZeZ`ac?ec1aX62OQ@c6qJNXd>nUL=@ z+wOr!M*is&0oBAZj(Um4q!sfQcCO3ytxB5H{N$Q)Fz#R2YVt^y6<3b7_2+Mh>h!=1Mo1yvY# z!Sc>dL`9noRbP%K`{(-AG_}0b8rU?>Z^Lus%_2KNJ=POey_~*PmKHDJ0fe^EllxK>_akAa9xU(2I%c7oezgt5-`uP`@7WJYP zVIHA>dEoQz{Yv|I1wfj<8i+-`yVnz=Me^1V%Zx07&QP|K4A9T2M+v`Q2*_z09F|e# z6!7@*+o@>Q0c|91bM79WH@|CrrJ)Bu<+@A1<6&`FTU8zKA^h_!~3tRuK;W7 z?sUzRUMZl#jWzWZpy&nxB+o`BjnpCdAEV6Zo&KVQ*Wx5e^r|w|+(UXO&nMZD*`J9?vVqpCsazpoX>P?dD?O$1Hf2k23*NE6K<~ z`d84y2MX$Z`Nau)N>NS=hED@7K!Et!E0T|(u|?hbram@Xc!4M{50zG0J(u=+VO@(t zZE*>gFW>VtbqQWMY14-121MzT&&q8Bu1f36HVPrT`k zKT?TClMgg)6BPn71-zFyfRpmU6)9V!2VH=?x3iRskvNd z)}#P1*mLI5yloVHh;5|GhH+Z#w>gMBT@VenGpuxUj9;vfc1T79^HkBC>30hl+M*__ z_Nm7FVKNUMWxPO7C(G@=>W=t50cG!W_fydrjIXsTcP3P8>B3~^cW__7AQ*}c#2g7g zQXy(qzn-@|?cQOfQ9G?c{OaoZ&^=GwZ}MK)dMED^X9SMa`TgBvwZr|wXZPvGp*+Kr zjcJTX=!qgJz}S8Dxa`7eXZus(m%8X>i??vQ#KS<52Ve|pP8QAANx1%eyn%`Q3HbK( zMCFjLZH-u+0=gF;<&*#DG!AQ5eIL>`VrcN!_9g_~LZ~tevu7=FNwp9j?X))mY7Vo1>9j@r%vw z^yX5@hB3xa-^M>0n)C;w1GrEl3QGiD8-a#SpXr$`u5k9Ukyi=V@3xo-^;A zc5g&%bm)igseyWi<(;Se+?jS_%FfKohJQVWjuJ!@K%cJYzy_^hZdeS@WcZ&ZFZLS_ zMPn}dm%bk~$@p67(t(kGkm5yRR$vptouNT>t(E1a@gt^FL;W+oB|Rl{V-tFe;fFTu z!bsv+YGpO3_3_j;C|dQ8v&ItLkJ7lmJAn$v>E@oT+jfm`XgZASLJw}W{>WQE*MW$a zUTC!AJ;x(2E+#UC*~*d*wp5{7V}ORgp>8cj3h`=wvbpJ(MQ%fZW}6NT+Qp4lSpY28 zCPGT6kTM^lRJO;`3Jc2=124h=*?n9ulMEiZ6P75=(QLFwL5<;#{$#DAy^{#OkJlyq z1!4a-BQrjD`$}~Ar<%`SqtLH!U2^?PI&Ec%I%P`56_^E8o!i(LU8zac)4`yo<3J_4sN7PS3qnzi3$;J(7jPLG>dv3B(Evn9&j@JH&tIeOWQ-~B#8#C_lS zp&ka)@4%qDXmoqhQBwJ`D%a?Cms}Zi3|PRqjE4m#)p!c$efp4ipOc@!ScKn!@oaUz z`H3A6&qo%N8%TW+s4)o7Y)mPyW^i6mYc`{$qQLO4Xvd+j&suH=NX29_cd9rqA5Eh< zv=^YEouOZj7Z8*ymJwmPwnh^CU3Q-{woOc!3g}%hNO;I6;#fzs#N$FHO2yt3Dp%C& z}|QluMA9Z}>nZoIt4nvzyKytk>V$ zYvN~@^VV`=gmQEbpdhU7Icqxclql6u)tXNWG!`j4QvD7N4@armrPpYsS%&_w;fhJA zuUxDm{YAntq5LAr7Gn)y;PWl7Q!D~lEpAp~sQo61>kV$eh0(9YEKLcc+h@&W1Hv6S zH12+Y1O+vg+60z+snu*pd7G<@QK(vzeC)Tfli2gQh1s?uZw7&~l3u-C+Kp{bHOu8{ zn8EC`r9NJjMi;UA~pLJW12qM z!Z3pKSjAX4{^+zph`*rFQC@0iSsQF$nQp5$#p#eaeMQmRHD1~pjuYK6$B zmq4W|V5y*YVw`ute>h*Z0)c?Xh5W?pdJG2`E}=gxtQZe}+;KG=J82XWY53aH7zr*v4ePwhU>$%%Y z8t%sP_x+J61g6(kQvHj)=>GaeT+__{6Q2_%LyjiE?jv*q$12fQjVFFOSE@xzm#N&!c z_cKqWHQ)I+7N5sq7iQS+VQJpSQfe#v`!L#TF7RhHQ_%0LiP<0C8plbM6Ybx3&;qRr z0k#8*^Bqj1X>A<*_Lz351#vj3Ik{vqsgi=F9FSwroBk9@BVXa?Z))Z}GSqN!aI~!` zrfV40RBT%*6XjJ>Njy6!+P?JnQDJf1!^tZPRo9=LHe5beKzb@vOPK|+q4q>kZOAfySyVd~w_MoS!HK7l9r@YqMa66}k9%Oz z4q+PoQcGw&&9o6QZsM@fLReGwix}@%d^4iDZ3QVyzN73tyx2uty|n*Gak*woQT9XN z`7S3Vsrw4|-A#P^h4|B#(kWU00Fb=$KCOF!%MDgGGXnNQNkxZpR&+Q8@p3;&GjGvR z!-~{Y5f5OJE+=wB)7CPKLZuT_U5&OsR5N?>f{br$nlP{AUw*){FaAy*_uidawK;!R zc{qo5sboMVHLAFzA%A&Vd|nU8tvNQt^h`YqM(>uBE;#de_{(r5o?my|EZ! z-+mg!oG_Ou3?T+i*{Uj0CC})ppYP-!;!EyzxuRe9?&p=X=PkJ?!KNx#Uz5W@N zqBH@c=%($M7eWIJWgv~Ce%4xyCsW(<(evB8%_4)bMgM(=^EBRPH8}n*!t5jE-C}Ld zyZbi8Z%@x#mEc6Cv&mAcM;qky=nuJlFAv=vy&e_mX|w4Nxgkft>jYp!-MZKH zNY$ctB`$X8k%T|ld<&#Y`(0EL#qyN*!nM}I$lGn0fzVU=Nle#zCeA9b)cW&A`V_)S z1giQSz9~cW&A`Jy_84$x5R{<+Jp|x3MX8rUF)F}RTTIDOi#ux!mt|pkMGwqUB*~gT~5F|JzsK|J-dFYHGYaZo$>FsI4bY877_xvEx0mFxOU}-kF0jU z22Kt)$9&avCQ}`iPW>pM;{NhD9kJ?s$G+I;fW1AQ;+@`$qkG&c?B&Dbj8bzW=Z(f; zfA=2HsOk1!LL+W^;&%&XbXN6nW~$W;D^#o zMm@W7b4P_XH>CFa{Wpal5m3m+P|@$ttw(i9EG@&`VH`z&7}IT%>K^cx^x9{iU^{=@ zovZ19YBJncxokV~y4g(VdE4D*8`!yXCpGCfnJp}|%L#KVZm0~u zIOs@L996|UWni&anJsmgnBJ^BFXp=JKMDBCE83OrPn?AouWf9Hy5vk?^Rkmj=D`1o zE?cgZiB)K`O|U4QKx;1)jDJWdUzQ6`zD=PZKX_`eWGNeGwcyOP2<`R=KTpt&DsGZs z4YDB(^&BP+eLV5dD9o=aQiDm1U5F9CU$Z2&0)nHgT-QLP6$t~yJohceb(0T zs){&HLWQEXf7RO7=9_>T_H#)u77ctop_vGW}3m z;}waG`SN*jVeAw6>}m&G9;B!3TI%9v*PC|5+^RSly1}oWW39qe)!(C#`)ie-7%Y-^ zeYXQ)A>^Z6Ld!1|XX1x{*B<0`3xBr9Ix++LG#-8GjI4_y4g2`k&9f8zPF#^a;y>x* z;2?-(guZ@IhF977HVD7h_9Kjt9a*@~7rB7)qFH?eJf1I6dBky(*g0H~ptnW4O&RGU z#@gc1`t)1Ws^bdWq|}PT5uHe$)+;M}U7EZ-!Gd z4HJBaDZrP?*~W$$^JCBSvLQHr9S*wz<)Go*I;i1W8TV;u)H#uTdlUNICN2Ln9r?*) z3u6o<%DGhlUCoy8I$mZIa!uchdO2OpaTF6A89upTlyOBXH#=R*Qdn?p6&`gUFx6SF5L{c4*Eoaa#d zE4EFd@9)#HR^INpW<4$8aDANI@U!F1dT@$s6SPKirdCW&*=&M{(>MAYF0><#KaZ@$ z;;~YQJftzG{w{7BJBTaEMdsjvHkYU2ZzooXO6~ z@pp*z^%V?>=zEj<-rGCF9`(#}2>bb&*z#6?&81SbT)rZi% zg^yo!^dLOoe4;^FJxmWD&hdoT*IpeS44C4!$ONQJ7g2{Bu;aea?#OY@gWg8VrBZk& zZkO-zp}JnjH;nDy;bN_5A>=T5sTg+if~MnEy6{}=rKhe@aMv?jSg66BA%cR#G0cam zE3Mm#PpuQs<*O|1=RbO(?==737!jau-C!?-2-yI;I2;j-M zQdFi?sRSFdWKj#hM6dclt!xf@|IHZ>q4-@E>u|0%MQvo4)$j=B;ZWA3h zQ3Q&^L(t76hhM2N#pEq#{r>!8gI^S;*NcijpP3nrON3Ln+Lg0?tAvWam*k9?n;Vx} zT(91H3D>j7)L`kQ{Q~hDlBE=&(y)Fry8q@|HvG_j;PQwq(5sM9$((sIN&Q7}Xg_!^ zG>G_YGxiy(x34dYElc^4Gwqp9Ga%V|Wt=ylBfbnggrD1_7ctycFbkJ>yEo%Zg+>!R&~j#qqQEzb`0c?a)^MZER`Thf*xa-D+1`+R z+}DDbs}s)`O%}|Yg$Z_ftTg&OFE0W<@2sG4y0|zy`tqB_JdX3SPwr_0D(A5t8N9G& zW;TN@DC4%U7>}U1;*ZE@ODr(7T!3vl9I7LA{?CzL7YRbo-75yBy_f}(=TjnDZ_2gW zpzWUW?CvGANiPAj2fK7Z&CsSGR}(z7Hf^C36Z`#{$mHOMaCnO2PtGKf1(qUYs(2$8 z3ST?yOAJ@nTI*MO%=L)UN=SzJEalgaA*E9mWF3M?fq72DfWWHQ^ zKGwki7Fr-&&RX=V2%JyQ6gvL+{ohfwkOw(DuYZW`w@ar1EosD9Cu+skxyqfiP|h|u z?agx78=yBtaxi*?o#2CMW^soc@@1a*H?#_f?#t;_xkQ}~CoHI+;B))A&Btz}lQUR6 zE@+-!bcWqUUi6I03YA6-0Aaf8FEsJRJeKM$>bah#n+|ObH1-}E2%14QuhHMX)gLhd zq<)f*mX0aFtD~bs92zw~YpvXf}o>6)epLM?JOnCJdX2R+Ah z;DT{pXZRd6;PE*LeRSe>qg$Bzxy2PCSV4!M#p$`!7u$bT0^T3wi(<$QZxEq>XoFPS&P8zyO{&*tn%Y!W` zm)ot1TOk~6`{l_E^y9|^QH{@IIn$$F;BC6|>2D&vUOEEck1G_O}^1!r< zDm&g!eb%rmRn4J#kHZD%=!FhEGZ9GDz&?D;M35BL4-oLjxw0qpv)yKz`b~+EC`rK1 zjwv7@kO{ae12d46Zr}@$)ganlfGVRjR3?kW-5@H2oSfY5`ZZQ8jVdz6wiUc(EgoMGMD^(f}%tr*OR$uovH$mm)<@q1CnvMPVR8$gg)5>MDAgJ|nqfDc* z3gj9rq_RK~bVb^?@AxK(f;&cEYeN>3DXhks%AFE0!l>J!i)}Fk5#1(Hh#AN(zoxoW z3uXB!J_i3)(+2R+H}Gd! z;Qkl~3?a=581)htF#H9GNllSUm5LR$tb>^HB!ZoR1`Ud*V+rFN0iH@Fit;!zJmfI6 znX#W&X)#=;>k|B$HVqa}{4Jd1@bR@L(UuI)FNX#+`&w2T&!*RAifoB41yEYwElD&E zmE_&>wCPck%A*$u_3O$r1xC%xsj0&-?)YaR?Jg6t-HR8gDQz7TC@QCm-e6Kz85JD< zs)5D0=(>HD<|5(efmWeZswnqtRjVsbp&2B0wKHPVAIC9_ZEmn&2Y%vO%J!1=nyc5x&K`Ew?SdiTHDgo}S zNN1=>3$v$%xZWLMJ}9*_e^}E;AINj>l2GQ&x&~&L09v}ko5L9#AiIR2@5y11mJJIs zmYKWEWzeCBl3krHr|lzWrNi?P=*}d7!9M@F2XnIZG_k18Qbx;TDQikYcdS%xzIo)F z@n?v}MDN}0pVkXYZN8Tm^Kt*-=3&N&;9HptBSOc+wQ1OmBdotX55;FnABbu3)$RT4 z27DJe_pr0~lj^D84LW9m(3L5+acO%ezT!b+3}-93jV8}t)<-Q&#iQd45~cH8c8AfS zpLu>uRS_aC!JEpKp<^+UeRsUlMp0_WWsUbO_~iIFKpY;e>({3tj$T>bZ6^8s8svU^ zw+kxSqM(aE5R(67iG0a~6E_!HryH>u-ZZD8@G`Z-E6wf^iP|0Q8M{AXTD8KT9gqP5 zH{|?OG$@$^t&XW0U?;}KJg&ioDM$ymTJ1?}jl>}dN9%}cbL*XptvW*J^&&i+bMhrj z1JE7OS=LPyP|EL~Abj#dO$rywzxJmanq*e;ae5aGidfh{?3tqYK@Ms1Rq#Z2?(=>5 zXq)TJtnJj!la%YDD}`*le1*(gv6hhEDJN|`V*c9hpAeBxHEoVt`(7>6&a#*|c0Am9 z1LyT0f8m8JFb;N*SgrMDTTj(eu`=vy6kaTnp*sCHYVa|urTv`~CxC(Ol% zivl69vU=YLA_pCl<`LvoX@n$~|M>O3?7^5@tD1vc;<3jlN=EAwMTcffeD?)`>Rt@X zwQ+5K!A!nX^uVI&yhR9?j3Q#T%1r<=<*X6V4Wt>+5_hnPo9{L30%|9#himS-b1{>p z>1~e_$)_}V4om0srauyHB5h}ohthF_M0tRo?^xJaPN_Vt;a?t0^5CjKinZ^}qm@93_ zE_Ww(aBM1|hI;pzpa~FN>Jmx|=)>^xX`p9@-mPhS>dwgKUy_byXvD=tM*9Vbi*aZh zQm0i+VajVw-W+cY?I+WiT|qzQ-Pgvs^8c>auWS9>CPP;x235L=^j(1K{fh}A4zKlF zUPHO8^;oMVnPIZm&UJuu!a*aevg0GT1CSsb8Kc{XYkcs$W0E{+6ZClw3W734D4WK2 z9{kz1L$KJsk*7eWzu20Dxh%uMY9N6J{eiVG)aMaaz&oh*ee_iest@2V^>&>tv>O_R z|M}q*9_S^b>`1?qGP51Z?>=*Pj=Q&9s#KE9rG7Yl!$k5?vFD9{D{`Eijlc=LmZW@bouW=%oZD`@_a2%M)2MDQ0AkFAPD3uIRySPNA_Z9--Rc zh>WoJfAg z=}6O{+LlLc$6@7j8@%Y0>7W4%Ie4w`0ex+GKkJdqBgB1}#^_5V_t;cDY-*s7<->Sc zproO}(aIb-ZFN5KUObc#OAc+nV3~zc-%s%K{kC-!e&OtQ{J5njZeQDg%991vjCC{M z8r+(149ik?K#dy{nekP7`khX-)$Gc{MHZ3U!aj><&nC zXt`EdC(F*Kr_hnG&#}^VE7aH1C&AI@@0z@Lt@le+rwMNEQQLhN^R(L>BrYe>HTM;= zBi+BHd2a4fX8o{&p*`Pw5K2GKRjd(VdHkeG-|bJ)rCDfmL zn2owjkauEi>UI)#mli#yY@7m2TCOZoz%$$DFAw6jTU-}ViO0$Vt=3ce0M2cb#fqeU zq_(mCYhl60?X#)ZCePp7@lRBj4+arnO(KmS+|xwL>kPjCo!2Wrw51=wy@$%ds3uzn zr~-_;c>MFDk6ZEp0CMVSXov~ol5>cLR_``TeP=LAP(x6UMuYcK!}&2x#!F*2rfv@a z!MY;VpGMN>L1BRGZl5nWC`fTYWS;UPvmo*qKDPt5R{Q(;J%7;r0|Fk(U7fzqBj6P% zga@4|)|sF7ipX$E;P8q-zP0JV#m3H;laAkD&JXW7F|!B?4hGnjLN{yJakcP2_Dbd+ zY=1VJCw#FC4*b0w$d!3&c)p`Q)OOh;Dr2`0#c+9}Nx$PcC&`lT}`g@w{Of<!o0I^E_8q<(#|-`4%!)wbOGS&M{qFgL-6}#P>R0 z%0pZgv_Cof%ZdZxgBHSTzk04Wvbd%z(^HOG)sOS(fp#AGZYMwP(x&i~IiyEl5T>4_ zLq05Y%zwmx@#4$6BpeNIm?H!Z=QlVKaa8_i+)HpXt3-MLXx+3HVT`3$V$1zEnE&_5 zDj&rcMI_8{tn;bQDYS?^{5_*0KqY{b5IlR!+#8(VEw(w5AX8b}&>-VK$#jkQEthZQ z3<477+aZdSe+@AqLzSI_gS7voQ&22{Y@sZnHQdmy9}3Ft1W@%ppeQ|gS+3P=j3k%% zQf)CSZErG*s7n3CVuFH*&?7?YjURzTPG|R<>ioQ)Kfn1eH@qk#;=hP55kv0+y)fV+ zWSyieDi3Cgis(iHEuNPczhOWxVbI)5q{(o8Q{~Z}q6z2P^YXK|m*+8$ zz~dx6AC5f(yFs=%C+c&zy(dBd%jNrQu?ck8D4RTa1?P_v#RR-$tQ)q97F-FBtG5ma zpvtQAgajS|z!fe2P(Hm#-NsgianLiV2Jv~RPCKWmV8`&cRe-c4nFXAKby>H10ZU>Az@#9#FajD zIqH%1oFeh^C7s&~JAvFSj$%?oFUjS;SjxW>8g0h_zD@W}g z4VRNe2wIG1n^^ywH}dyV`^VX%LkV8}kzDt=`RXO8+yj$SoDq+sFI}s~0!0?bgzd&; z_rA5rYR7%8Tc094zL123)ArgYZ(6Q_T=(?4%rsLqlqxk3$2{hFWG{$aVh>QQNR#&pF#HI@nPzUt{& z3bGl}s2AW?Br+mEg&1_d(5j^yk0R!jOg=4BTw0w=Z6Az#)b{*=0Ruxaa}BU%>?g68 zF81M0&&6xCGI%ZDUhXc7=^X;GA`~I%Xp7BkzW}r^s7P6M0uLF7s++{@(KSWngC0V% z&QJfi5e)tgaBacyh<7k}aQpKj^V@7|%WdznKZJm5p$T@11=AEH&?FQ4rI1w8hwFmv zay>r1@mIH#AI!AfeKK||g5DgCL+SsH3;kNN-{}Bq>PE61@V%=nJa(HPF86y43NyRI z3ALpF2eK!2^+j0TmrLTA5@m@TnmYI&y1AAX+gc+4Fw>PAywXLZxR~i0m^d#2iE-Y~ zcUWi!7+NEG#Sc@aQRH^_UrDU(e1e@|dWpYZrd6#50seB*ei4~Xi7{#oCV$k;rG6Vz z+RL(s*xYg#oWMLe03tUNYhm%iGkZB`)fPWF8=d;@_ZVP3s&-rGR zuhIwx)$_BQp`CUFCJX$ydDg9aqwNjPYl|^{S?RRU5Rr#WyYA`2qV52IQBJ?c8aV@if-dU?=BJB`S(1xwHfd<~ z4I1pfWJM~Yp`vE*&ulSAHC(K??_V2v)1HSkf05rYKFKuwCP%If?s!CGeR$KY&9a{Y zT|7LCU1G$QYKp9Um`F+5n@hZI~lECJhinSbU#DZ;LbRE8_cYLpPXc3$OIN=9;J z$G^#xka)+fd7tM8gOaViuicCfw4%!w zU^`l05^4ztuxh!J`|#fj!Y&aV0GeETcXh-2ai3(s_jWq9FkPO>f3g|*D04dQ z(|j~XmTOXZU220KA;PRB>@%u9GWET*xY&y0c;ZQ!yr+D}6e~NsVx8rSE?PjTtaisM zzr_}xOED>D=8JJ?)*B)9dkcys!Ic*VrP%2kCGGR;Go^4G7A>VJaY4C+a>^ykT_qv= zgKO?SgQ>R9dQu5fJZJ};m_@(99MC&367-T7g@k z!*TmrTFf@u5@;yq+pFfWBCe;^<{~&-Ddu`*pL@XH;d{wT({xfYBPy~iKCUlUbwmyDmm{6o+2aVKo z{jWrB`~Ny_7eKp7lk^l28ED|C=f9y%L6jc!P46~)|FObJAqdwP5nrgl4{d*Yl}S0A zz1JPC5!5k4W#>#r@AsQ)+C{;-z($@xj+pm}E0-MJ1bA9+V7~aJI9Kn=lnIq@P@>mu z8Z0DQznSzw^H-9cYV)%~v6TE!>54gX2uP-MENElS}v5+C9 z0P&x%LY9wgVPp=YR9Ly-33M-V94jbhvB?%|_DiyYt|56?M*2!2t5FcyVju?XdKmgN ze26&_aZV;5A;Np+4N&{IWk{VxUr14+F&%LprTC&`TRf`6`Y&5c>v4HZs69<-vOY2PD`Z6=ifA#pWHr+OLpz@yn*obIwoHKcIX(!QE+g$@gU#?nN|PI zJwtfpp`Z|C373eE!a-k!=99`{+5{(CNSZcg8VHj1G83J< zFCPRPnm7KsPt^mW$@FyZ&I+G{fr zb4j!b$RLKcT9Qx-ghKsp`Rv*xjR_TUv|K623FVIU*3mK}kO>pQ3kA5tDFyjl=xX8# zcuj{Tne{GRUY^~ZP6-&7CHvWP5FF8EGI;zs9g+3o-5OO-2miI`fEN@klAjiU9nai?7JOWZT%vA<0(!`r28iH;AzNYuiib z+C<*(9fpH~6)-{Q%qd}03hk=}~Gp<0Z&dO2^sVo5p0l-6G7UgtaXZyMU#eAJO9B8A&EqP~66NbkkIlN8_ zjNG0dz!#n#@?SUp8+-bj3H3LU`*)`NM_FT45E;1O5sa3qv1H#nOB;uFW_r6bY<3Nt zo=&0wp~fYvW|^8k#hzAbk4IjaL|=_Agb0cbfBR%%BhmjL*6IWSwY~E#@r|MBKm|1t z9le-0R9`5ld5o<+xX6KYK$19ewst?M#37zWRYhVbBq7zw=Ig(izmfz;NRi9#id0Gq zDHbXybEU2Czrkg@X{-6J2OjxWtOah3=P>_=Hw+9ZrYOM( zz(f0@Sp@yBvrKo9rV$-wa1~_4f4S7+`1fH3LqsQi$8@WDu?G;<{`Z&xHKcT`Cm*6y zRisYJjx@wZF#$Go_C$f`gTKdlPy-~;tw->z1o3mH9$Y=;a2=~V)-bShg2Kw7mJJ%a z%yyETX`6+l)p^9Ui)?aZ_&?LlCqhcVo$zUM6teykjbqq&@lUKP>9vdh9*BQU+<(9D zwiEM$yxTjkKFdw|V`l&R7ykJ$|5$PaImkNv9wKekZd(8OKL3-ykEDaHB;eK5Vom?} zKUxQW2jJfnUqK!#{gb7ZcQ+?1Y_h(gVWg*Et1_HJDtwu6bj>mkk*{+@4rHjy{i>inkdiRC=6dNN{KwBhvmR^&s zSvo$qkGj4ax1wO8(Sv1oI;W0Q(^~z{rSzE`l+JzQ-T0HeazyVPu$A{!2L?KP02)e3 zMEEaj8!FKE?{{b=%k3MlHc4RkmfBW>Ctxha%HDtnj8}~3F2bV+jLeEKw7w_j{buH{|3aP@id>+Xk7w z<5$<&!QC}%32H&&rTp_K>co7VngHZ^U5KQ_&Jty42KQxgUl0r@8dyYhxom}j@TnEO zL8XNOU9PYX;9-wpSEJ87N;u4H>3MrJK5DRbuvm{&Yx%3Qw0<$@&ktt8_XbGOJ-uSg zx|7jc0;kjYSE7}c<76yB>J7&NPa@{C1O10T(pjMU!*TQESg5G5dG@$fpw3uePJzx| z8VolH#-{)eY(e<+>a@!0bb>L>%^eGHzC=XX%c)4b`2VbQzGRY4pU02Rs!sC234&Z% zHI$XEk?sFOUAIc+%L7KmVnD@PJKvBk@#2G1X=HD`f{M<1Zt{r|Z#bGn7LKCMMDAL$ zAIU7CU!}x85x~Y%&&!S}9fmRg`5y@sP#Slx5brN>-@Z248}WW#8O(Th`K8xqz5)d` zlo*H-+zVvZ*88ZlTUDyECyMnIfig+cCZ24TBy_lon+}#Y)9%@7M3bI9M=*cFfL=Zg`d!bxy}wD^Py0%ElCi(; zha4yx^>+CFuqQdF=}-(uf1rftg8_40r%;wWOTap;%&ER}yOu*PTV*4NR9wv8wy{ThX99r z1RVGeFUxPQ^z}XzkL&;Y&>^UUO69PJmrmzF0L&}`w@0y6?Nwm>S@aj^yGLec@CO9Y zKf+gu5a}mD#RHEvY)W;KoKp- z=*uChl+jtV!Z|1eoffb}Q}hBv4y4*irkEtJ<*hCzz`FnKfwk^A2nPoTGy=E;k^S+e zj-esB3ObF-gbp{IWIEsV;V;OMZhu&E;LThyh^dp>vNH4JRD2mKTSNjv9&UPkPLG9s z^46D5q}!t#UY)r^?X_ypq-cfPBzx5189f!QpF}DBqEryZQlj2w>GT6zP)ng0+XeS zM8pH=U1I4qA#h+fW0a?V-niVpU)Lt(o9u?{D$?` zTxxqkb+e{BvFiACmMyzj2esL&(!3z{fK&LW??eJX`|$jPy8nx@w~ni->)J-??v@7W zRw?NQL22oh?(R?(W>=<}B{}$@e|y`wqYT2MVmcVb3|&7}vPM08Fig zENWJhF()gR)edo~wT_R$6xKg;cC+*eFDh{`Iq z@mJ$-YBfPuIB#$#1_?I&{nZX6I>=!CaI<73@j>m;Jua?a=?wpTzmU~X6n`ivlO&hV z-Milp*(_Mm)|A`z5zd!2Dia-7PAd!t>#902D3onFYv`}llL_0k~V z5m)xngSZNR=WE*H9kk7+dYQM zhO|_}la4k9YtHY1cI=y6mOuz>`>21~KJ%9>Mf1=11TABK?~_8Aj*9EIPJ3NHfm$kN z6cLBwPa)-TKa{m(xd9$Oq&j^5yq$FgC4n|S*s16@>^;@?%ih{g z+lMYE*AOThw;w4jP8Q06-emPk5%}$9eF_LD-iRx_>_KtVT6&$6K7k<+h3JGY@ny`p z3M&lfl;kifHjCj`C~;xEvjTF~cc;ax@-RU?msElwy@EdQ9?=;AqJ6BwB3(po9K`i> z5qCdmw&ashRRJo;>^F??$P9U$Yf<8?S%McJ43iA zca6&`yNn1vZakF2FN&}GhQUBrXg5ywIt_9Myq^3qZxDe43^56O!l?U8M{7?X<%8JKIqaH`{L*PDx#)uLjPoALT!Lsb}6nO?# z!rKD~w^rcgC>R*L$s0?Y!aH^4$Gq|YSnMV96_N;7)X^}wLyZB@8ii8?%2}v;Yk*x$ z9+jXEJu7wHtX?sH`P_R70XGqXND)t@dh&eR>p$o1UzaHOC^hKp6X@bpqwH#-ooTFnh0?IN6Aw4=Kt=s4ZSwKLWkam&u*IR9d_!O0NH!IC$z3K-@ zxWAvGAWi~4ba5ncfp-Zkx}Q8brRpG6QUt!0$x{N-Cv4OCin4cK8qof`MDCY|xh}0t z@rV;>^ZsFWQ;pt<; zJulO2w{G9gSAwXn_ouZOCg-!dkF*;_=P>?n7Qpnu@`Hl!rDF2 zabfy-MS(k~9+u9Y2!Xk<^x0}_fbK-o%Y~94c|Ho>wv3_c(CeXAfd+|{7k^2LI7!6* z`{z_)b2Cu}pA#C3PLscmIo7qtj>jVv3!WmpK7o0kytY}4#hguNd-H90ccEYukRS5b zHU8a^PqIVGjUAnXXtch$UBeKQAPW^IjjV6!XxnOwI@}9TQey26YogqmioN@9sU9H; z(IOd-i#f8L-36P&Z8>1-2>p;1TE69Q6&$I#F|k#!zN>)(=)RCf(m2Ij?r#Y*yq}-Z z5l~T~ZO(d3t^nm=x1VUAcqTBd5Y6KI^oN)bwH9svS?{c^yTas5_*_yH9~fhe*IIax zqw5R+Gcs-M?4n8F+cF#1c(}6A}{o;WCj}%n5{v6^LIPr(y@e!+k4jB@1SG%SkJjiJSHL zpoyzH#;|uK?2~9={i4H7(+dU~F(2IC*h>gVkMy6~x`w&wNJCx<3fA7og_&Zm4ncAZ zfDVfcWPRa)3QGvj{%+uXA)(Ubpx_vc|NJl+%L?`J?G3L!GLk88&(0=m>WS*R`<%~o z61G&J0A+VkuJgE#IV4o7 zJfHJ<&4yYsj)vsX+VhqTY7zXHJ%7vq4|9ZzLbA;}v-+e8{UZu)H!z`NcMO8Pa4Wlt z&UFr3jSYV0d&L^Sk_8S#<`(`aQY5#uWLhd0ii5H(;yL*9U4N#an^cY%1$@R-J+Ns&9BG*KwfdIJ(ITcw`2tK0dA;d?J;Bw*_@}26v6vqU z6sIlf8kdpb;s%A!K+5MyVdCJ}66?sE1~oKrzk+=Ju*g5y-hLXGi4*u>p^0@3jG}NZ zcZT3)Wz$5Gh6kxyGr686rU11AXkmUnum0f5^8>lxo9f-}&rdNGz{s>gryfi;UvCos zr}|B!QZ|6la{r8}x6Vu(FYBfS5FyQph`@^ksT3I}ss1vme%g&Efc+<~eK1DmQz{}C zQunI=`K`)2P+@#fRSTdP9}3gtIb+Zyd_D}D3WL{kf9jt!jVLNr=D&kSeL@M^nc=wH zfd|x1;}v!unAS3bYqgKQ^Cye>{FVzXiYBe!TO_0I!IF1?phh7&fnvWteUfRr#d85F zr|wd0i`{%ucuOn)@;!mK<=$;Ap?*J8BidyhAgl^XDs2{(lKRb_f#LZQJhy**@Ju*} zWD&DgYY|F;_WM#$6a2NFLRcVwyX?6|H@PD)^ux@FX~-#uv|t1Ytl&r*)os4uWn-P$ z46%Uu4C;@c-|`IXqQL-8kil0+l>H9r_mx>l!e@6c9t1#=Brc#G!ta3|>ZQo7UTc6! zXugBp_Z0GX+j{-lT21THP9=#+N^S}M+W+hUp5?okpI577GaV6VEUytJ=X+1cXR{iT zjaL#>aZaaiwOW)~c9Y4z#DL3}ryW^3_jB*?Zf`N^?lO#-khbk}i`OGy&*?$Ms(6+x z0Xm7(^l+j%?QewvZqziu|HbccQ`>Kqvratq^S3FQ&#+%Cn|ZTBi6j)|xo2@KOm2Vr z{?d1NV*8TImB4bqz;uy_!;tj|^WA}Z7SNV6WVzf78i@zP}pRE5sP`Oe}SbS7lh`PtMYG zQHPql95LkYuL??poBTmTFF}KCZnY*)<^=lqJQxPu`Gmv4dPDwdATug9UoKQgCmY0p z7&FO?cp1M{vJe)X0Khc)u;21|GE9j5=E`-$A171fiT~WBxLHg*ORZf1aEg%*f(nnr z<#{htDa;kLljs_BQ*hk*74(;Y5F;pm2)FpO=P4Vu-R2G3-EEx)k4L`OsRLb@-6_CO z$bV~_Tp=zd)=|(3FA7NM^r!w9ov#ITn_8`YVwi1Sxjz#i5Y&g;mV`X)TJ!N=;u`Dv zh(j=ScVU`0RVyjz`Y^1y0zU7wvOODxC1y^^zn_jw=m4c&5lh-?Ae34@oe zg#ZBIVP1R&L~;$zZy=xH(L!vOr9)w+GMhYU0`IoJT3)RUZ5(VBpM!$)#|ys^0fF$C z>>@_~Qb8%#yE^cM>Dy@9%^=(^cf#;L%XLN^H5N;X2t&=F<7jEgPemKl71Wt@YtszB!xGt;j4UxDG49;GNFH@o$sr-#dAO(tBBXg7FTCFOs71ehuKhg_EM?LQT5%Skg|eI*VBoR8-j zZ+(RIolX`*XTj6P$0?Xy$bFf-pmp%Gr1>wUf@lA-Ya0Z}53L0;CQ#C4ty+QhV)46~ zJ$$oPckr)lgoIB%!;NT)ODQR8bPAO9u3S~sGFof)%)3y4_|^XxnG=>ZnD&_)8T_>7 zIRQi=i(AqgLggFKXdz#6vjO7Z3G0y}YQnM;#vh7eUzMj#m%!idoQDlfm+D{>0NMX^ zB6!@*oA-e+B~-+XKGq&~1)oHrqupyy=WfgADvy%eYZuC$4>bVbr9%ek#bB*CY>RIs ze?;!#t;t?+{ihc|cEZ>{!0mB4U;^>5V2cR!CrB{;_8M7LIUgPLaa!VMocJ9>&vdjt zjwZB3P73sXED%eYz81-4jlE$*+dnqy%n z$nv!o3fk8C4G}?li&(PIqO10>*7QiQFFNqfN9T8lJ_g}*S&3?;Sgy?I-%}PpLxdDc zsWCvLb-YlEi67qp7149{)rXUp0ftfFlPfnaR0|pC3-w^_a z4HQ)<^qBoi=K}xTmH{-hW%(Fpd`IakicWWc9o`X^NVLA`lVzS;tt`6~3s^}FUcS$N zX3Uxkq-CmlpNxEw--P`qGWeqdey)t89R1MdNh0H15D58lo*I8shQw#J0G~;>QsrEo@TGr5do5=y%qeFQilMj%Ns(b*ES?7qzhW$~J)NDDUu)If(tOL~br?P%`wu z*EUB~C@6n&fd1P3KvkNb1UQfkfgiM2;LrXBBz*Ou9`cQXm+a_)KUivvPyuITj`55= zp^0qL$wSE!2Lp`*IikfU?hLIkpBoM3fh>LnY_7(KSti;!kL{q2n5xcV&{aIUYw5?f zk6!BOR`>6z*{+2G&%alow6cFDSV0GfBNHhacsO0-Hx#|-CIwLPGDmH(s@{=Kmh!?s zTr0aSEyF=8743k950w4I**_h8OmF1$v2RH}qW6tz38Q22i@8FC!*9Ln=z*7+(eb9H zf!q11CP%MC(<5x*leN&Z&Ruv=rCtpd#Zi`YBE!0foWb`5kA^#mf$nZ?%bVv^e--uw zQ+??rjZXld`JX;O|3Hw*(u8V@60e)Y%Qf=jQdVz{>K%XmEpp+0x11xJn-#%m>Lhy* z%iQW%D??U6n=%RW6?MK&AzIK(F2PYk|4jQ@xLA3# z;zuhlPtRT;X(4ovI??OWPW9Ce3_-^BaJo^f_<;tsqczYv<%=R6O|%}BD-AlN^Z;x( z@wg;?ssqXPvvP3}pD_@(14Q+zoL{DLZpj6D+fg6cC zAb$QS-R9|rdj=oop$j3(G~TRbs9eLd>$Sqek<0Ba>k|QQoIkUmrYfgN(>zd6<_>*wO*kpS<&rmwXj2w4Ms|;Bw;ltM-W4MKuH?e`o@fO z)=&lsKK98s}b716eZKtSlT@aCDQQaagEf=S4NZ0viiG-GBEt1eV(Qg_`pW32EE9pTG1@FQ=;{6n zxxTcnF4S7Rbi%~=@C&DCF`HT>}`5lsJO%;}I;V?uYW z`Ydm~EGiTl8rr4{Pe>Mf3iNhXq z@H2c=7E^+#@2BYUOwY%` ze^7PIm-Dwx`zb&T9Vr2a1`KVPrBQW4K%n$IPl~gsthd+H^xJ+d8M{84^DG3nJ1!y{ z9)RhAD?c7$P~bmQFYAD#(ax8D))Lpi$g7Q%E#V6?TSkc}xo(?SF~iaIpH@RLC~6~? zdoLXrVc41n73u9?&nrtVKl)cj__)B*&uMXzm1{SMmtJo2^sa49aj)BZgn< zw&SvN6f=-^0X)_zP*CN}w_r@SV>eTB<0{LFUAEY@l2Rl_PUYN;dSPc2(Mq5Q9@Y*# zG?6aEgmmlm4#vOjC{<;5Gj{;&@By5;CfxY9?8deRs z9z`cTgwApR1df?-A^U?hv~M4!-?81O>_WA|NHz393ADO?W+2}nMZWti@~i$my=a9< zpbj4mZcIm&UZ+1z?Z)6BjFes{Q{qBivX&y60c`HIeeHWNpQwn)O_rgQsX;0>l4ofw z60S6RmHAv9wdcFv(FV!ep>f`Obajm!aq&u<%cA2qO>HqN@=)K8=6fcL!swXIW{|2xGhXkD2@XId4+v;o3CBp45CGcud?xxAwOlTxs~U2;6RCN#$*9+a6WmW5?eXfGwT$-$t-U0If3b2^KP zi-`s(T|A$4I#ydlf|6krOXlmmxGdKy;qmn70yYQ~BVYMGKr=-^18~Q?JsSYMho3Sf zFjqmrnd4)-qqe*U(M7!cBHNy}Cla5%^Eu;YG8R+WHIhDP>XD8-IOVa0V@PC#y(c;5 z2*$oz@)p}((C>$o?9028OZfDzjILFrUK>)FRcW}{k3j5}Hh*4)MHh*u)*7K1JxiPs zMAQW>9RKi%)&0~u)Vi;Qls|;Xg;aPZjI;_U?c=^a{W%GdzZZrjsbn3n*D3gc_$H60 z((XvOGj&(3Kms;%HtPN=jPE)lSOmH5d=j$f&0lRHHiDG(NhEIGo_Kx4T687@-eA9Y zo?=Na0HeJYVDFHt1ajxYr4RZi;?21-{?K94-E_MB_at;(6jQ#cE_s(SQQbU}`9>8` zXQ-havg?RIl*kAhc3?Kb!-p(T`(04DE zTkKx7$Qnk>^o7Gh1-9i*Z=YwmF@FC(*LWnamS3hX|F%~vtPAkt_>P`A1?XXX-LCMv zdj_fl4Y(Tj_Wr@}dq7M%4UqKF)#~~SIQ`zS-j+#WB1=TEtyAe;UvW)?s*E-4{uB4< z@Qa6di-Y}{K#eZ`blev&mwk2H&uQ3=hV9W%hxPj;zPo!{_z1;ZXV_O%8@4ZUi-@30 zdvaJK|L1O6)=rs-nJf+Z{P{YI1&E^DBTwm<9H>74dVi=?q|z9H@gpAIAE*wy#mAO_ zxgG6b=)%u}whG$?yav0+SOnGeLj#gX-6lq}m>_X>0|O-FX#djY z=x}J4YZ!$N3WeXSiC2FC_Z=`1w6A0Yz_dKfl+9@nU4kR8w^E0nH@u0eM7P>GUZT09 zLvNpJ-6F#6fVSkuCyQUbe5Nf=Y`jfdriQSnYy$m%4rgj)eYLXIT0uf4X*l>^z}%d& z-JRq4V#kS)u>ZGsm)7ULacO=Q7M)6(-h4raUH?`4UJ1DO#qH6&uR0zC)Gsw`$*Lf9 zgh0TxYp{CyanciXBEx>DfZy^eF~I_$(d_NuY#e|3zz!?eUOyfu^NyHKFY%*C5Lsb! z@iUm;;5nH2knesJ$hXQB-g0I;o1?z8EIzhbY|*aFX4ZVcy`L#M)Olp8IsZNo!v(J( zd@K34qK5go+lV@}d1B%nU?ca=PJRi=|EW(dEA%MGYh=KqE5d9`j35B$V9qbRazEhz zlWp(?s^m0pARrp3uI_wc`f;C=pPRcjfx+5&B1}c&1g<+L&Y*;NUs!4^xfe#0BgmHZ zR@hkDZoQpwp2Yjb;)6FBGYsC)jO@*upILHyb&YwB%bKpgd%zBfsS1n&A2qMb>L7KbgV>=B

J%N#?FvCW*!%Z5P#;7} zqpwyNPkH0?K*WeZt8ccuCz8u9tO{^N5G+p>oepVm6+>?$lGAacB&|P-AyHCmg$v=d zQNjG+g1O8RBE@xg0@G1fI;_3!W#jI7NG_Hy;IMP`7REwavBVyE)z5j6e6tXL(o%=$uIjxr$i33~mm1QNRl|P;}Qw z)bBOaD@^Glp7j}C;rQnI(bUCOgJ-}@?)$mw_42C-rsCU@hStwYT&GVlk7j2Sbn9}C z2W2ae>UQyrx3Oyx@X?B=;|+j!A#Ro089)=)*KRkS!J<>;oahe>T((-g5!p($&3PJo zyjHBI*a_+mk^8=(&yA;3u2;cwpm>Yh|z9C)Syj5Pw|3r0ha zD!h&eZ=A@-Ag*O^0ha_!MWFdkyZmK*ayH+HPxCng(Gh6sT6Gal^P{3jd0`z-hW=9M zd|Fij?q&Mp>k9riVLQk|NbuyfTd(}d&*arudf}eXsse0m82)u-Kl$v&@D0d)bl!G|Jgat-Va1gt=AFkdoT}EW`&cU%Ela^U0zXBO7M& zbx7^Z9H+yyeMKb)622u~y{EA-v*7u>vfkKPZopsr+5c)ceJ zqMVe}0@-YQ6(Xu0R^2v~@y*G(hTp#uOmh_!DFH96+E3Cj($99JfR3L4@NW%`fgkRE z|LO+dzjHKK&V2M;Q`FM3MDGoL^8QR{Y>M1EU^nS+}&9T>deTsp-lYk zTWK;F%C~QOIX+8CDYM9tRqv`BD?@d+KR|t(Gzl{3WfZ-_)6NCT(T+w_H?`Ua8x&Ym zc;5PQX!sCMm5*Nb`fU!68W$yB#x7sg9gk7jP>44}s^;W@ckH`GJIJNRmcn6B*IK#+ z+B;+d_D~sN2|=UUkKgUgvX>X+ve+dqo)&As2uVz70Tw*vIc`H`22lW-G^yLVE zChRmb2UM^!a{@S$Ab#tM!s(;R0E~{_Mu_HbV7~1WPCWdw&hAe1`)e`bIB#G=8oL<; zV=^mNNS?AnlNQOope?s@*(|{!r|Damq1V!?2x<00k!;s8GXtq}{!CH?(42Mrw6xkt zED_lW9&fUe(^B<-#{Lr>Y^}|^@3`_q96R>a%aKl@h{y5xDOJ8_ypV1vhYi}1gh90o zA_R>r1P~nwg~+z%0w7s0M{dJSzP!4@Si4U+=!3dawKF{GK6GywE-n(h5#w~g*rOMs zpzQM-z_2O$+pRck+%X#fl@WSP@i$t4Aj!*ZfF6F5ZVURa#bHbnv*Xm2PUX|BLXJuL z2EH6?RY(|~H^L_K_k>B1wV)J!z0DdPp%pHp$`kpPNuDs7fG0wYo_wqOO@yO{L^d)r zXS)YTwm}~q5Ceb`!{ePuyCSp1cuEMu)2ed!y|eCOAFmSXG`Ir4FV~bWH%RiCvViY- zon{&uR51uHu`ahqVPV-$c^VzLID2#AM1VPL2VT%aVWt3#CXy%y9w|M}hkil+2G zb7=ZrzfmqaDinT7ZqM;Yy8O}T$G^Nd@=Ty=zRO++mg}|$B@sHCLT;mN`%fjj6dv3^ z?Kl*ekhbR_c&fnI4%*NXND))vr(HhGF8hF=J~r*4bixi6-FbFJEiviKAPs}TVEHnw zk9KmJld8rxM1+J$V_EzGanv#*K$P+aUbOJhY@E-ee6A2c>q_^zl5e(5JpR*O=iPxPZi4;tCkGY&bUu{&v=GUV2;7w{1izzO&< zu0l9U)Ge2I{TmYKF4yf1i`-rh$%tk9bF9ktr<&mQLoi{F{w zf!K0raBK_gKOjE|fca^AS7+jT_`ql3I}ZiQ+(I7uY82FKvAd zq>m~%v3mFM(aoKJ|IKt3!nTzZn*cDfJ|{>-ro)VXZzSDWzvhV;0CyX!3M*3<&{8^9 zO>_=e{jK9i5Ru`LQv3m+kM4E=ev{26pN-*w`vdLnlg4I-SJI1Nq?jIf2cf{#Xz|h| z2(de?4nr%ODK2M<-t#PxbTKla;e&F?6iQ0I{YgO83#3`O`IQ_(l#0*I5qDWjdwQh% z!t+l=CRDQmH|t0|4s+2)^Xl1^31SeElhJbSW7Vf>SyykH_5R!w`8KT|$*^uDf4e#7 z!9z_tq>8R;>4k^MB+=k)6Os1=vRB*BOa{UN$d_MQj3%|5ya4hkmqHfC-_6Y{vB&zA zFukI~6B#N4MTxg^1L*|5M&jm;VzL9+`dg za-^W!gI2>lt3TdxVJzLKr=ekjtz8)vM*S_Ze}HHwSx_4=0nhc5)QNARWxRQ$OQB6Z zii-L}e-|s`S@poG(eow|iX@ICI;#&lz<)x<=DY1)HW8{zNoGReRvymPb!vS@j|;1U zmg^(++q=uWe-X`u~3jBi6T_vo;TErP2_lmcC3f#(0hN;f|#iF ztc2TkiXf7*Fzf#Z!u79u<=<@bm{7#|g`MC*0wq2UY{Xur4|s05B2j>E1D0E4(f2H* z&!2Gq3?*=G4^Y;oj^D@Nmnl-qq}ZGPU{OCyPtQQYWv?$BI0>v0irr3+jaiGy5xggD z_{%Ard<&Cp72fd=uZzIjznO`DwUqx&fck$Yz?((AQWzVkqN1Y0>`YPEHz@gGfC+N4 z{$|v{NAc0ob(qWf9VpPII0gKlntygSe-(ET5*@3nI%-g{92fw(dV3&VvS-vdIVZ_3 zZ}y|ZE)J8Gl@;?DQ#?rT+qbuBiwg@z_E<^T0?)EMA3y3Jn_ZQXGiSqs^bq|3$x*n4 z)NJd2%KBb!*&2VH%0!7Av;_Y?ll#rmyVJBCbU%}?VCCFN1reNzr+t}*%1669$>}St0{ezym?VOc^dEkhXPBHN#${wQ_mt^n@=?5@)(1F5Oy@` zR$BXL*z;6N@LH)b_fdKNvXwAbv2^{hEja-$zeJ42>;mzaOA@H~%yZi@77 z`(A}14=Iq;{Xf{U|HWed-~WiIg6X$V0#wC{&KReef6tNMqd?xKr|7d#XCwS;2mO<2uDa12u?Yz1RCqq#TG8-29A%#ZRS~SrqJ32aMDJGq z8TU$d2Gd)icb%a|T3Q)KBz8yW624_5+M?i0uwJq+{6D?P|9U-aae#OS)%WuD7LJUJ z44R{%UkwTp67u}|K5PN@mDEiYWZT60X(A9n4)?vO zl1lV!03E>d?g&w5oHy62-#S%K!5K6oV*c1sU-f^y03l;afHObrSbMMae_+=C@4q4W z2p|daPHPwA6aLrkTYovug!ROk!|sEZvGo_XLpTLK@*Ad-D4&&bofbL?YO7itH$NiE6|EdGC<_`Kn?-*e|{8(Lg3sN z9+-bC`#*o*e}0ukj=Xg!nhg;?g<2+w>X_fiDf8VoiOB;;dJDxAR0Lm$e?Rgtpn%^Y z0YF5g<7vJir7BE*=^h#RQuR5RMSBvJGUz%(z{`CgZjB-eQ(o=zA&^_bx1IL>F|M79 zVjx~980F12$LDms+b;uGNCwmYeho412zjBQUK`3M=B_;-!lJx{-T12HB|s>JAymdl zP67}wB-L%$OwA{1&IOi|L-A{1e4P*mz0be z0QZ0U0jU!h=aWUrY|jVW6O{S%P5JYdyIxYEl2~6~FLu3g1SAwb{Vx~Fx_?yK21wMT z!6j56i-3!CS_ttrH_m>@|I6hIFafbN?2OHHRFmV893b?om_I#Tc{ExuW^R&KQ)}q0 z>i^sd1J%QG@3{DRvF)2nSU|_s=G;&+YiZij@0Txmus*E0q45IMMVRd~Ps9Z- zpdT{HDjdhbh@0e&Yd@0wUdQu25x9B-%MGy_uWqdzMNJ?sI z67K---7z^(+kP6$?weP@{`&9tk{8nZ`!MK;CzGZ2r>!ek?|@Cj3;L-eX)eDOPwgR$ zn~kC)+sfGNMASAOE+&UIry@e`{#Us#bn;u@GqdDoszPfaz|rrQ2Z(h1kb~&paiKjm zQ&3RO%cO^UvHgW@rc^WDe)pP96YmYM2<=|YGNcx&O@0D~DNQJGK6otg+22UVb&2-So1&F%_ikj-y3Z*heIVHE;rZ#@eOVw zi40$>v@jY6{5!7p33xm<2!jHHmDGB$FNfpfk?_xRpW1X11iYFI--QGcY#)D=flWRF z2+!h&Gx=^Jj{0>YKWRs&mV=J^nZ4W}Oot%`5V3cO`?tjsKy)tooVH*v?8EJBsOE1nL|ZKrv)>s z1H7}`mj2X3H*P3jpXjR(Xo7-*z!~kFSE#I;jB8;snn58aCpQQrQWfpR5<}9hP36lZ z|N5Nzp1O}-Z+IX>=-1~r2O;XZic7cr`S}+_E4+#Vg1YhQUXRbLj)2d^C5Tm;EP}`= zE*b{dQA$u`vaZoI-fWBc-q2Mc5VIdHjD=JVeI5p2k_ofvd$-f=H@DyLc-%tqM}7a? z7T?h?-0>YEYn%YGlODm>*A433reE*k$fN05Zv6FeD&X6tvZ>0Tn&IwZ@#)n1%`jIW zaXMm)=No)@2CGH(G%k1ivSrE@Mt!5VI9qepD>8UtPlEX61v08OOT(0rdgoUWm7H^; zuz&CMISSk7Kg@?qFC;vUbmKjfvr`{fy*Rv(ZVne_j(yii-et{}tQd0YW@5haR^rPW z`z_n`?%yXU@Lo~T`vKfh`TDXGvx6!Q_TA@!>$4vp;kFu`9$CC@@44Qe6p$ImG&iRU z3&;XnVi;R5zp)tMWw(`S`2dLf5dzFWo2@^<9xqBp63#j$QWy{eiUd!XizOX^R?%Qe~?6?!&KI)YBUc$}YbVBrO+oJ0DO9(29m zrB3F5xVgoq8mu^{>8dfqWM=X{q=WpA+uFK0OxwLXq16JR(2#0Le(4g_Z}q9*2MVyw zFjZKXyL79E)0FbvN~=pY6x1zZ(7KNM#U?d}rF;k>Qmf)2qaY-wp;-kEP2CiY`}CP zN%?ycv(jWJ%7=09JlB}|49#W&NsAPhHy6L6NHk^s@XaOqD}3GH z_%igRwUjTRQ^4ak1Mj8TUp8AnQneg$OeP2!iM4H~@XOI|0&o4+SR4?4A@Yb$oXc67 zW?r>9Hj?E9zjO8lO;thm3GZaGvGkWJiqUXX3uD>!+VO;XdA|v=mqVE6mXqhkrqN=9 zS+nB^fRw8gX*KepzL{2a7`fmk*(tsr^Pms_n-W)|b*SAnA5^opC5}1K$`LXS5%atI z17RFCTGQK}cf8O8V{?7vD@kLG!s0Un(SjrS&6I`%0q~vgolePorhxE|oePs}*=hEO zEt7GgUYEtP75M$ZL<@ToPOP>3B!O?E1jXj_+%S+w2t7S*;~%eZi3tmvpUFRij@=^e zh^cHodOg(0Hps}V#@ohDAme*C0U%dnzbTdv!Dg@;t+l)p0O4O=+0oMRUBGV$Me~6V zs`2-OBU4#)k&`T^#lSG<9Bj)dP`nU=Jl+EJCh%?tCFP!&$uu+ozjw!1&&a)9Ce{>0C~Q-#AmD^n(8PUs?(io@0GJ?-{9D{_J_6lWGP31x*_9{PB>YH?<6 ztzk!Z-~~0~;f&ID-CYmk8;h=xsfh5SK!25_LiK{6Po%Wx&)Ji~4{b`85HSaB_d|z0 z##))0G-O_lHf@jU)yz&mn%d;?j#@lr4vrX~cly7o^|@(Ka-JQACH^*63^{T>nAHUV z1%H6~A($yrRZZ#$38yT_W{$tQ9NeIk+}2dVHnmqLvQW;b(Nffw@!s1T#3(OI%NO+~ zB1jGn^$qpVl}(zCS8(dIQC7A0-AEp(peQM?cNmMPgiSop^4hf7hcAbpQ+Y&_p3i@d zeZCx~KCktzp2HXsSoPlX%A9|qxN;@^V}OosEovz{p2(o7SuF>6H0&HYZIxXc-GgE| z-kV>GsqY=x_`IhZ9oq>q;qvl0Jj&{u(go62+ygE>tM1kkn+|K!4t9s1m#D_lV8EXp zmQt&Crh-BQXAxl=qUQM8#Zo?w&`ciz5*GCv_pPn>J4gGZ0w^4XXH0E7472fGWos3^ zdFZlgRgQ_nHq&_l0xzJC$e;h1@mUM(y({XS9cyeVduT9^{AK*8>Qi1Q$hbxOd8XuQ zsNAP0eU^;ZqT~V2F2(?n4rCN7m%ZfalkX%5cZG}mNHTwjjVFKyu@D2B#Mxor`J)*< zBgca4bRag7Md7=DoRKZmKhN`+CdBV# zPm@*O>6vsNXcMt6j%K=8MEAhp){6JP$>aA%bbpV|l2y+Lghxjw3!uVBVXk|8^cE%t zN;(+1K6QKK^?kmm!9_>e@WN)?lA&#%=LZc2)ySjA`*cLaW%I3>L%pM##kQbQ&CIt_VY8{gNK=KHI@T>=0F56q7jV~ zz-l1nN8&P#{)mvzquuTu&*Nk%dNj+F$Cw;7>3=V%bTCPs$I&X^^=4W@mMJosAF}3X zT*)0eonbQpeyv?gWDT==@zQFU7Oj6meMdJDX86jJHVBtTS9fmB6>?F@A~yluZ#A5 zTdVLdTv`!KmL=8-`B%x-G3QVsu$OKF4~IUZxzVIk z;+TTq+=kTK%VF^#J>2tk;zQ+|&CMB2`v_p*6?f)B#+Qd} z!ZNhQ*Jv*CnBMX`muFsOO6Z8Z_P^ z_BWQ}s*{IO567Jc5^37yHy+_fDn+gogE0bT;QaaOr0J_E9=s%2doOz(mdaD)?JG`t z;}a)k2J=$gjaq*e-R3VXQCCPH{UGFr!7)EY$s>Lmnk4H`c|0J&HwQ3od>r9zezOJ^|X?~h)zY2KkjNeaW&D^*#t=i%D z6$S~1PUy*>TNd!okhFaN&Jq8>wYac42*4YW@r#3zBBnoeU8tLk43?=e@~&cNV6-nS zcf3z6ht}2A%|*EQvRmD8u7m{HR`7h^m#X|z#UV{#%cF@#EApxs5Xi9S_{asA!3m<| zQgllU)d;@ab#|b7zR6uKBiCxJw_M3w#kRiJtg{pm565}`+vY5ES&Pkppm61MX%eq_ zgGHI{L#fU^ml5XJi`wPh)ms&7PSa)Crs9|LpJs6ZlVufY)KSc}|7nK1T?0PZBM0zcb=5u^v!0w3Cy zd51L061JTRU4Wn+n;wg+x^@5L*-M-zO)U_DPQ(lTR_LmFNPotc#os)8uo7CWd7Tx|d9VsUtC240e&eaq*1QWl{m5&W` zJY5#YC8uPhtq+B-fidYh**=i>713mP~T@@fw+v`l?j*OeBo2df8VOKycgu3E#v1O;m* zbrun>r|T_M=_C}Tb*47HGjv)n35!`vDsQyH61UR`?V)O3chV4dQFI%Y&E!fg93rli z++>8@3!pFCRKN2ndmy>bAOb0ow`YGg*n+_G-d%suC}hQs00#yJPIf+P_Gqx?j@=(m zq4)kOIvWMkL#;!#)IhvM!20Y+)+uu(;|Ts8i*s8Np~TQtL&N%BAhK00 zXRI5zaJHWE9YpMXXc0f!pUor>us^k4`t8w2V_)qr9GnOkh1wKAR1R#+SoF3iGFQ(N zcVwXzCA^&N0=WSZ-k1)`Lw;{fzUwj_x>YEu(mzf`faoLdD1PIu#$22gS@o>qMm+AS z-Ec4@=eDhA4$Mm&x_g%FDk{<)x8J+P-YMXGlOO(IBTG2`Gg4WM$dKwhwAEr@vLX;! zj)v>+e$D`<#1sqwgUN^2?^??{5| zC%tfLn^nGt5W)A5KL5g-UOyp!gQW-i^xY*ys+XM+Jii}+>u4^Dn>9P}vyYzhHmF8t zHcW2pUH!*dE=_d@PgfKA%f>UzGqhc<=AHD^?8C%6>9-}sPp3yfzyCbz2)N8rtGAuu zNwX)Jbs=dh+zrB9gm6JtP@k)IO+K%02w{s0B!A%238L?tz+<@%{g%hrRk`T%xTCqF z{L=Qaj_LMvGHgaOrsZn6<^%ee$gHdS$7oJfk%Zl5R=&JPm3ru?Kg=^~q%`RTai{d7 zelI=aWi$*amugRuqYfEUOVqTqXTE*<>_{NUkETY)@;w`#2k@SK4QH(%3-efQsrsN- zUK6+r&SV~}#ot)TGl6w_1V;8>vk#*SWbb`xBFLB%XCK5E(F2b>7Hix>l&!CR;fkkm zSkZA7?Z!E@I)F$of-xKnT2e!XH~>t-n?^*G4ATSS{QUceQF|I)T{0W<$p!(dg(jt* zRP>m1>x6gK^9^6YNqeY>8ety!#O>96kwE*_e`%rmEGn=XOnO87oKgH(bM>YGN`;JRIZ^Vn*Zn+K8dIV7E`*uEs@wY~;g@ zX=&=n;NyZrvVxcxPX3qVq%Z_z!@9V3ClI7|tGB8(;hozmlDlrhzR8fQLzTfZi`l!8 zqW$L#4woOXBw34wo6HJ|LzWf4caqLeiSgU4m`nO;{MtB`(q1&60DsDgW9k^KKTT zc_Nqi(RAv0|12NNjQ0N7drZgk{WrPXvNEmBwd_lVG4pB_R$~f-bk3Yfj9(Mx(_T)W zL%NzfIFP&vXt-29lL!XBH;!1kH?5F=Mdao(7U)w$44Ktysuc7 zcdkQGMxl9K?SeeoPKG1BC3(&HI|Tc6^Vw2EW%dU2eu@`NJ_Q0++{$Xa*+|!5^6cgO&2$jX2bG89*hW z2{|sA8MKQU2Dqb<@Yk4jf;QJOY)Kg})e&!uqepkc77|8@Oe1k^IXTFYR7>P#tEC(5 z^YaUsopD(VQm{3r{`~nf7>S@I+>?c$^`0zcy4CA3>NBr1Q&eb^Z~n#XZ=E0{Bu2|s zZml*&=thd1Ao&_q`~ypUOQxrc{hEpl6KdOqs{DxR9XGp|A5|>P!9GviB2DtD_$A7P zEf2~*C9e447^Ho}h&G(utTY)Sy%(K5(gQR-fOrnT|)!#IXH1y4DavD zW}7OEJpq?aj6X)KzrTgd!nJ={K!);&yW6Q3%r^qxRlem&|EBuX(%7Tc;LU=Gwvl^2 z-f1DJuw6X#F@Uvs&O}_Gc|z4jY}~%M{8ZD6&voCl(YqZ$+hz*C-DONo0No;)M-*fF zz1BmE_bDmXrPP|GV)R!*4B|WuDEaMzMVaW(0AD8tpL0cLhMVUH9}Ov&z~bjM zu*Mf`Nl^Ttr58LN8X5^NBW{OQo*XC%4)3{K=O7Tv6SlIJ!^U9Ut+LodB>{9esa5B` zefKf9KRS1CM_PUgZieaFFs;_XhTLk^PRf`KefLKav`DC+&js8f#?p;-T z|Mh<+NbC&9ev0?@lLUvNVEwr8&cS2yn-0RVLeM2l+u?)LAtKA5QlXUFL{fF^Q@EfQ^zEWV3(~s6J<&e-{CaHcgIQ*h~GKG0zi&e7g3ufDb~Xo zH3u-k$!(ZJ2^PYNydDa+j<*L>Slwc-0lfJ1YKF|sEM`BKs8Xfr8F$gz3k)H zF;N6pi|kVLk(j~H4TT0X-pK!IVE_5AwFA_?ZA%>pCBLtfR5Q`6Ukt@KIa^T-RJ=dq zVuSl46j9}P1l95B=x3Q8Z!H`}9@&064ak!}UzH#9m=UZ1(x$w?*tzTh(L-WbF1Qb)-7Gj!+!^`PU28PP=j8=Bq8lKKq|%10gOui9Ddy$aAiN0g&BtR~jqOs zssp-9xAPw%Dp1p2QF;NlY0D`4Nr|M(BqOjz^%^07ks%?FZFqt zUX}RZgI;A}wwm{Dl^msj+G>hOSEUNgNj;uMBzuv98g=o}YhO{{0(H59Dl)dY@wOBT zr0DC4miL5>2auEU*SuEbCNmi&^22L)yCF8*Mv1INmT6rOaZ_LJi}vP)2?%&3&iyT7 zb~C5dOHA(HeH+e~h3wrIfO-iVjf_tvU#Xh5JjnGDv&?4U|;1Z{5Fm-7sHi&XZPB>X=)9)aXPJCBbjGV--X8P@jsR)(Q7r6b-oJ5Ta=3Osw~m(oxbqR zh3&*|JzTTi`dz)J~_WIrD&I@g-YrDRgpV{KRky(@{hCi+qY79_tC}>YyuDIMB zzCWW_-)YcRI3kUu57SXH`O^3y43P{M&WMPG-XVLKxLxFm5ZLCLzE)bj8K4CtW8N?z zx$hdGWe!8YF9vklGep8V@{Nzuflf^-lZ+N&@AHQ7-?wl)cuLI0cf!A@?J`s&T-|zI z>{wLj87Bx4&1`EVjU@E+b;&M1pj4)GPtecNDOp*&wSYnZ)$iea|XXvLSgdh{mpff8>ngfmRZX4I00(zh`Vt?ugZ z4)dYWAf{^n2#6MEMaF&A1dUtMv~|7IDH6vIjc((#s&);_Rq zFHM#U3O^nPW&wbJ{2*pXcTV)0yvreR(dgaV_w?-czwpD+m{ikw?hm}iE8BtChi;=# zt<$S@k*L-*;UJZ<>EXfbM36`$m)ju;fMAHTb*7^QcT!Luob@X~wN^vqi zGn9dD+Ib9fLA*G;V7HtnU)pG8HUB<049#=-3^<>3nvMtg)>|XMKXBIir`L1!n-*&G7-S5xI=DvtM{fHi=INVySlT&U}paL^e zM$b?*!b^@wp0i(vaF-V&G#Huc7iWPdO76TZ3mr^goB;Pz#Rf@81* zeqXE0!ldCZWqh-7dd>R$Fk>t8fYK6hmbOxUpYhd0?ubr0PK;EqT2)%Amv3DIpTE{u zVNYw(IxbG&IM&Ci20TqPZIX1g)9qAvUZ>I9PWYd!B)i~CU@~j9E~aw13zxweruoG6 zQ9Ev(eZgAJvR&yjrKVz&es5K@ij48cSyuEd^sK|$I{?D4Sa39bdo^9meZEwrW4btt zl4Tf@rMjWh;vVz7qh@YN(p!=K$iX4RN5o~f#p7_q818tWDWO!z@%UB9u8fNEA@ zwH?v}m?&%33%0bhZ0ziC4J1RSIz!nbqoIAiZ=wX$cF_!}7po(vUnxz-rJ?Tehrv^1 z;?c;sbx6%+b91BxUIH1&dGgs%zmJ5B=_qvo3MfObys*PlA>|mSc6BWDYyL@bM|GS= z{Z{9l0wbQ?#I@yAy2`n4I^}PT*&q2jyGV<0jC}V|l-$V`ePr7zTSQp4AMqyxcQIO$IaIf|H$HT4OwFLe(N3 zYk-^(D)gpXjPI<4@zpP?q#O{lJD|ED?jVVu z2`w+f@Q_A|yVDGfxuI37G?OI{69x3{T;4I{-1E z6t>-_+{vTSx?feBklszlwXlT(;}=gDC;X=~~Ytmj;14{w&y z)p-E%h`NMKDsP-F(uht26@*_;R7Hx6Z?s=+hEc1b%C<8Alj0I5-8n$Ea>Jq6yoAH{ zp2y?7+X{Gwo(r_&XMd72g*pDbPj172=RpHE(k<9y9iHU|h0{i`*mSs6c^;57xI91u zecJ%fB;L=I{6XVD2u{A`!*mr0lr;G1Li3s!Ee@Nd4D003bN$!%loS_}!5%}w`ZXHf zm?G7BZ7uv>Be)gMr8n=nBX8JATTwfZ3h+C{rj?={;A2B|z8LlG$?sjotQY6DU>;-3 zEYE1(@Q@yyj2C5KLuFB){_R=kQg zC+l$evh4lV@=%RF#)vL-@1OxGK@PF^U0=$q;IiDRn~!hM+VtJfPO2;*P-f9#Htw>~ zxj#Z!rJ6jqGu`7r{lU;%&7hd~q8ymB;iD-uvx$QB71=EQyKHctE>i(O@yp7 zWes|QKy!SQD6Bm`5?SA2>v~Lifc%B9=Kx^xh7ZRfNu*K3@%rF%x(|dy@DgFhMTD-*xt>{x`Btyw~B_LZq&puO{0i0N$w#*T_{9B_q`nsERZAC z1P0}S3hTzAua16{=_sdg!p#{()8FE1`6&Y*drLd1-p5HWI2I+uu-M>I4sCHWcE+1g z$(k2%IGy<6Y1!KsS?ds*J7$eEgcg05XG=11$XT?;fn01)D*Am{*?W(J`6k>7~^ zgYV_F@g>bXK60|`6Ta!gQZ9I*!%Szv7Eo$Upe6f%7onmUk-DO~8wBumHbc$nT#2%?Gs<0Wd-nNy9%PT++GVO)OG z9lYM6Yn0E-!QZq(bkKJ1rBN=){KlFn2RLPrzH_*-Sa9mETI&vy(@k$u^y%%;Mw)%N zy~J;fF}U&EmL+Ot-}=l68`^%DcWg!CN#C{HU1w2Uw(vygd9RghaAi}XNl;}w=dL@s z_66+mgcwsS8~4a=go*@m!oy%t`rHr?37JsWV+h+-q8Z$JMk>?Pl-JIV_};dL%XUa= zRPBDjpkYq~@V0MbNLFm%3d3AUv$>3bPs?i{m4S=XyQJ4JJF(KvT9xeZ%HJ!6TR3%n zo%r=Js^AiVSR5OExl)~U zRVRXiM8{z#Mt}J7k5g5ujg2c~l94(xmq*ttTXkKvgDuRb8Op|Cl`N^s`GNF)w_xj& zL-Ob<+8+91Nd%4fG)nNg{>U&di1+ARtZi{%r%!K0TOvCU3pMbhw<`tC^UjP_>iv=m z^N72=wnz#Gn8(Qs{A-@IRKhFQ`BjHQgZo3MwFIVc?ud3o>AreWxhWSFg#9MmbWRLVs2bXyqQu|rzo=Gc!Z36=bbDzgDuX$oB*bg82`g5 zY`GF5|HgB-M9;_!^2uiclY*&z8&a(t7sSp4XjMvkdc6%ESxiQgqlcL8*# zL6~%sW-4^i2{*UUwHnZkABMCW0Kij!jKb>jL3i5T)$RIDUiXMWb9x3jcH-&?_IJyJ z|Hgwy+{nT9FhMfXZnqOt8HnLl&gVu?*d<_`wY%r%ylvDgjnuQFcWf!wvcV#B`+g5` zsYU}Ks6}t+m5YAjNvxDdJ@dlUqCu_4&UhGaKa2qyLiK9bSF9$B+7$p@Owd0JFRlbE z5`y;y?0y%Oxzu-ySF@7(x^*0Dq7`j=H}}GhNU_&fUibHcuy65*L8~^!+Dq#2HSme+&0!en3*?gbirT$8pj3ug z__-zr3IOU=XsCrCZGHpDM0O1}>#^61KV8?@Y55a_WYBAGt?ZB9>&TURHjecww2(TM zj?OHhh*7pI9_CIMjhE}^Zunu^rPd?i){a}*Jw__5jG}35ne|iXG4q3-%1FB)O=3~E zRl=GI%Vp(2fA*L_HetHtvA4i1msOjLj<~0wD#Qu-XPCe}PTsY;03R@W0?B1d>={=( zxGigUs&So)+79JeI-D8gf!inayOSvg7Jj!H+6wrZA;|lqIqk+a zcFU{opg43|LF}>(XRY44;KC$k5#wUAM=v%#YZU~S^It9Zj|{GOCqAA4c+t~zMoyJT z6zxK>>7dxtc7)B`AeX$mxfwLdpw%qA;7Aw~c(0#JFCX!vWwPoM>&TBkwtx~S91gch z?sa|M-{=Ya)KEiT_rJTjPKR&2Rirtc)AROS(xyJ)tDe^zM8KrGN>|^Efce`t?*&we z^!MUDPL`?jol1i@cFL;dQ&bue?5NYX`aN&3PPU{z)4bgVN2Le}|K2Cu5(OIPGIKa? z8$WefT*mL<3;K*VAyxTkJ~UTJ=h;6$m)7AMJ6(2yv4v9Id9=~E8@VBj^jbB3mxtVW zwOL!LyGKDTEvzgf-*hS~;)Mu01KM8TFgsS*V~t?W&=zeM%Vi>XaN8vqHQ6rz4FAM4 zx-R>|?UEqtnPS>1lE7|8%1%sKGB<2*rf|CE+d6Tl&yRVgCD`c84&@1CXi`KUwu;KU z907(kjmy!5PG|r1!EuCup4k>t$JwjVnDy>Tlbw=-)pmC$b1mV|%dRq(;=i6|^ztbCScX)MdCX45OOpq-(XM^L2^hag>rN zrN!sNA=V3rAF7Ndv~`P9yjp&p*R-gvLbb@xIo~aVO13WI3tn|MbH;^%QZoxOqTX78 zkx=)PjHe&!Q9GB_kDzaSv0hz%X|p(848%OGbjvE`SpJUGA+9BC2}aBr@3_^Ja6aoO zj4L(3v~zN>nN}}Qt1deCY%_Be7_Au>ez-`yGC3Krm~1pdeD!9eDHH~Y+gZNJ)sz%sWwNF8=2I!!q8@+ zcB=A5W4ZSez)8oQe3({N465si-dW;T7Z+pzkv1stgJQRhiI)HnrbPviYuDN<8-3;b zD*OaO@i_AUI>wq)Hwa8PJ^2}10ZOgHAc8i8P&P4ENZcLz7jdbCL}LG%*{d5diSJL~ zlPmk4VC*PIqHTQWU^sIyPOc)GI2)&-;ocS4gMPx>SD4wYMSf8%5nY)q_&uM`H3s^9 zct=M^zUZpp=^Q?m3yQ^UQOS2%0<-MGgsR(cUYSsrBYan@Nez1~^XW}SEP6#*aBIEa z?WK$Nb@wKNc7r&;kTi+`d?98!Kfn$@Jh+jZG*D=!Ri4JMqgM95k^qjmr_G!5L6s5| z8Vu1AIydH}_O&)Q(1BjzJ*LX__3yM9@hty8+}g;UPj$+wUbW81A@nT?eQ`2zx8`|twXhzWPXFUI3u{-V#1*7NuWp(xu6yYh_W z1(xU!dU03g#dtKDZHZ{gq?Yg;w3TK6s;S2Gbk$j>-Yw7cFdyPpbu}h7Og@`&eSTBO zRQjzuGQkj)i}C&ht={xgAt3=c{%pn|RxiC+NjkZQe$J!$v@Z)|@6}KJCbRxfUa#}@ z#my@F;kQxd-GNWj$*|-uv8bvy`(!+@WwdJ5Qb&9`TK>f+SS7P0QL{f%F*-}=;mczO zVyLMXr)MG*z;4H+2Yl8YFT9ycGCz5Fr+GU#@PZhV|cqJAM@gP{`v4zce60qsNXQ#29>@p(>%|@7r>~276zi zv!6i!LM|0Cg5RuMx4zN+SXq_TWYdII6&?;9eS~@8{ou3z&ca(j5cR9d{xs#ul>XNs zAk+1JT`8k*k7MuG6Jhyjh0ifj8;rm-0?2YOnqF5qz{-NVXY&_+Sa+-&68+#k>h04D zkjRM@rSd-4-CZCk$mJ%Q^lGT(_SpCvn@WjxZoM5=AE_girP%&zJHk;#$El9on#MPN z;!{<|;l2JyRGl4mPCpYnaxiblhc2K^_wzG-8LYn#x-n=Z{R6H4v zX6$SSoSn}^a%8{In3^e6`n_9zvG-fu{LO%XN+~!Sj8#Oe+*i5BjHx_SGFRmvTe3vV z&Uo#T*g!cD#qCe)_Bf8j^&z@}K}TbBu*>=J&EbT$d6rEkY)4@S-fwn|Bs=gTcbNWi zhJ*dt<*Sodq`XK63++V|Kb#xHCii{RC5jWKa{>(?HZ>nHa0yEStx><(oO2Z{RBXcFQ9eG091lfX^|MUb~)bEr22XWO@#PW8a1p@Fd-#XczA#20Ug9xj)YcnX@kD zYDfekH}Z{YH4(?G;TZ=E+63DsTl0>}tJZlFjyHNlQbi{QT(7D4ba-suYMsVVsJwMW zCm_~ZKfAVdHOK@&hlDO!2#;Nd<+cCifhf?g*Yv~UaJWP;9NCbLXKEO%(b+rCms=X> zN_i8UZ4^@h{O{b^`OYp@?Dd!C1dKd4fASt-sgbig*KrNKrb=PnW$3ojA;A8fs~nN* zv|m9jMeFGu`b?ebsyq3G79(-`G-~a_(=eN!#}gSl-~H_jbpl5Np^L#NH6w>B{(<36 z#0T7JOZA{>t2vR}QLXH91*521W6J^J9tQ?Wp{JWd2DZ3p+O1mxjQ!2;uE3!5r?zoh zy(10XyP4+J-v&}T6kFxEO#?a^d5^$uM1+`BmHW%ZuO1%voW`dzBYTcK1vy)Fms%$e zLI7&t{%dNj8a516dhDB*6DRAr+q$B8v?Jwj=Xj|!$^`zw|M)}b_4whV;VH+B#?FHc z;lwSH#->F7a0+kYq7Sd@#z!*vqx|5u#Ad%hNQe!LCEm29z*9_`bbr$=Pn24#I7vOd(qmD10kW5*Jy^u0Y=Rc* zJBBGmKWMel4LOTkYd|8LjA1ihVql|Mj984(!y`#kic)u#uqRuZ0;7GSGepPCv@@oEqFW6J||3#HI^X%keO%G{<%h?~4i05gMSqQb9>#YL!Om6^0UW?NI%l z$Ae^Ty2wP~FQCT(wZKniF9-ScRg_Um^{&y8^$1@kgltXQSU|}tftUt(Y?DJw>$+x- z7VAGO`t#@NbqCgWIitEE@8@g-9lCLRS8LViCX~~&V7r){jlBr#AW*>3#W;%Z^lum4;h|yu$Kop?{USZN zwBOF0p2aL#Oi%muLDB41mh~v#^~K0VR_{U^+t(fi>VBRK#S2%+t`#ku@q;m8K7IP6 z_e#U(r-y1+&inM5^9c0;KR>_mOp!23z)OOpDZ=g$UjdPO-Q_f4qk3n3{eve%my0M9 zz|7i%<8iwTzIJi}L~=qrvq{rRf>csa<>lpiXR}DFy5z7fuCCu=KV_Jq!NJ3)1EFTr zvT5Jpyda13-qp7D#H(`WJY2CAhK?VcYR^vzI%3`Y)5b(k2a<;eme&GLj;uX}g}P<; zgW{;x)XJn@$iDw;&al7%1b2ct=7>f(q@6sDlzr!&ek0vd}EuB(B>@pdHQR|JH-yF{@1Vm<8# z?bf@p@A~H<|0w!QAlMw<6h+HJeBPAOe{P##e#d%QWPIiPOm)84or+{=#Qh{(zY`mi z(-i+=?Y$Qu!l5#G!w0s2vnw8dYRIv z%`J?KjHfsis5t*7+5d6DDv=~Arg`^P|JDDZ|NI*Vz-#i$i@^Iy$8JWQzdicDyg!co z`C{hb@{!}2o>Ik)u?#wV-gZf| zGHru{LAH<)3(%`Pc&Gq@ucAkn0b_^_f9ti*d}zDc1(t7imFa5L@bAJXAaKdn$tjLO zWI_Dk!bJ*`TJdLvL4V}D90w056f#1~Y&^1Wt&!jCb-ptp5j%t)$pi1~?A&)`!p>g1 z!TB;6=dalzKs5ENQtimz!gc#;2WK#vvc!p$j`1JIBp2YjuU&%K1n74{zkCIxZ`d_MBMK7PxJKzx|muYN(I3We8{pUVmpf z{m=J-2H|%SejAQVtpE5p|I?3Ufq)8JSyzzwe|pj14({{IMDYNEkH*UVO8YAW1cVA% zD79%+=j&r);FLW&zeWlBj~)wA_)lnHkGOrf)OZdwCWZD{4IMF_r9}YADrX3ue61*j z&x2a+l)H-&>i2IT_b!S;2G0zxdZ#-GE7H)}nZtxs0qQzMItS}*=U;kgFGW${GKz@B zOG@f<{n{q!#Zy~%4qPv1#-GZ|KfjGA98}TdO30Ax2Dfw^M)nXBIeE`XkGu;a08mEJ zs=*@x>!?&jI}UihC&KLPinKB~IM}|4u_~Mt*cO;BM+1HWz}(#sT#1rtCGjLXf4Dt^ z{AM}ymN6Na#Lk-7i9}2h!iJRVQ*5%TRyrzVoI|LSIV#9e6V>#tAk;H(>!Ned#roU~ zR^|V?+C+Px`I6b9t}g&b4d~=nC9S|T;py?Ukl&BEu=Z$gU# zx{P9HAINH1gHOn1fB~Tx-Sd}y1WQ#@h7{H~6 zb!5eO&a;%gWA%#qfks;#fX-tfi3F|b2h2H4df~&xde$dhwY(p+%+Nq2C8gcgkdbY~ zoBxGapI^Y1Jw? zrjfr59*Gm)k^j^|?u7>ye)1plj%Fdv*)i!u z?aJYy^v&s}owR;_6UOp6bZoyH%0^#=_x0m7rJ|oAUPDe|*0EGg*%#5Mg`6LpDE$=fD?sWE#*OIM!g#4jtJ37NTK)&6W z&q?OaMt)_LFxfUojQOKa(Ue1 zX*D}~JLAPr$6z@mC;+Stq}w$#2M`8zbhg7D`$P&atO4lpQFsSXoaTwg1m3#Rs1)aZ z5Rs96aAhTv@bKIHj*Z9R9E~$sDomHauDtn+fL^1;FBG3&N{hQTdmx79JvxWeBkIG$ zs63~CySFRu#z}uJ$u!TX(`nWfmHrnek4K==FahxOuJ@sT>Si$k`tbLGSgL#m{lk@; zGn0g~UMN6V9iGAykP%51gm$G>B}#0kwBb5ed6ZUHlS^eR{ceY?HRzWNARzbV;!!53 z1OkXW?tiPsI{_lpTeEi52K${ro>rSPOsS;vcpl5~Is#TxO>i2L$d=LA*dCh3bkK<_ zq}*z;D*5t=pO){HTK5Hw%x9R3n6rspiQI{Ri)vx_FKoXb?%EaWWMA&imb0>2D#{er zb+fFOAKx&vK8W>ptFMiE-kchmY=^gO9Bi77hq?{}SL|qKDcGN5FmiG-raP^m_t9Y? zAu-?&+`^B*$;7bnPr)ztkOH>Me3hxmz=ll%?tC;8unb~mQrVkLi{UR`;OQETs@r7o zU)0&Wf$H}YklaU1X4Yv>k7!tU*I_@J())814XB2{!#BBJh*Lar?g3FH8<2HrS&p`U ztmW@70Y8ilu)Ncc4*Tbd;W1+3dD{N_ieLv#;Kv(rg}jO)w-#?+MbAY(odaohf70DM zTZOD)&-|(JJf@vp^bMfkrMylbX*F=r;$oMHQpvBVb`X4-Ki3f)Unw;}VqJWUe}Pav#lD2o3@iv5mGD4f2XlCFfUX3}^Puw{Mv9_hS1+ z*!TRw=Kuj%D>h%dFrIJtI!*G1t3pzsO?#a->WmPSKr`5K)%s5Alw3N2{EWvIE8^;S z7fMgxdx%D^A%{z?ccw)(;2V<+FNp7OytwrcFgt?Tyb+@6bq~B&`3)#44&yx>06dm4 zzjriKSkleIg+6z(e|@JE4MESFD?MG8iC?6o=aY^|eqj^nzTe)1ldsI!5(epg z@@#|lr8$2%fXjIBm0C#JR@1GiM znVw3!nOcPlEyW|H&7`)OyS#;F4Pr-gtFQd=T6<${3o)i zAF)zFLS7<{WBu!mrduisR5B@xECBP96deTP5FPdNC*1C|KC%bX=BozhM`V1?IwjSG zT8i}TY%gySxmO7|1AYu-( z)i2RvevNLOW>>Ay&a}u~ zA#=SnG(Dc7puJ>{njjdYePO{9sedUY>zx79a>`thx2p~-r0~Ky1-^BifR)=gpfscc zSgr*Ov~lZEfMHNSNuv+e3;nq!0N2(lynO{5`rZIYM$<{DRaCpLWaX`F@q8e6*q!y8 zE>;s&p~ugDeFn-I&z2Y~n8G!=_sNGj$ddtjM|3=-8(I8YLm6f&q5Zd3m)o>-O>Rw` zvj#2ux?VblKG{!R&54xMYq9%br3$}}+s3Tgto3Bx#AZbtUs^xzzr1~17&T<9`3AA` z3~_hLYbnUIn_xe`ZHu@#y*|A2 zDst~;JKe(8gF(INN0$*w6xTH11$XKLNL@cP(;XWp@$U`B4rMCSC5ne3BsX3Ho4O9x z#9O`FD|_vtDeQ?{*|y86Dx0O&Tid3s`9RKPWV56N^$KVDr8>tXW%{QeAdpSs9Ral5 zUJb7(<=TY@iGt*kZ3#-#i2b#vn7O` zmo9;x4Mf1a>A%?3UHoew5zYa9oq~dS6VQp%{O2i7K%68^)w7+1|3-7_DI}h>Si4Zs zDg({35D8{v6xnRXjO@&pL^HK_x)8hadUw3hZ3oEa%9BxfJByP@H^FRh&Q|tKrRc|; z{MEt{NG@>Dspej}2}&_eDxElp?`B~8aIraeB(j%vuPS`qV9!u^ z8JkZzryTZ`ems+d-%ug|92g1fEEAka+1mxi z+IRUxch8$qH2Bi{%XX!Z>RV2k6#h85pxLqX!RRTOUgf6_-&VfC#RO}gcwV#ah{yA& z_Lp#^P=JZj8(<{M41YLToJb4*Tz~dMrJ~($P1Xsm{fYS>9l0c7B5G=JRWBZrlf-E? zshoMo6n+rBT7}_zU|&JfCQxMD67xB*q0SR`wi?d zm~OXKiOZaxh+VE9*i*5)q##`YfF?GmUQqV!leT&`2qMx<<;*+j%}owOE}j-bq`v%uMWHekxz) z=#X3ukTPcgsmJ0pCz&M5%_NWAfn!#!?h-l(X4WaW>P0 zXpy&?IeZmq>J8}qNavd=M#Mq$lkntk02%4T8ILoEtd5AsaewdnPqln9sRWku&ix&x zoiaJz5q(a;V!~bJ2^#=vn+O0&s2s(D$Nu(WFt?+9^P6q(M4i~T`7Eyu0-W2vHnf+e zoR5T~do_U2g#5zwYWIu7x0#P(wQQ?^;0-Vcibo1;tT#+MYI&5*!RK(EB$DAY1(&?W zpbeMdWOW9EK90QVs%6easm;cGboY2#f-sr34k-APhSi=!b)3DMt(MX91*~#}7#Yjg z+_LZuN0R!9WcIpHj4q2XL~bW=_{Rl^>XAiLHDMCa*MSH$wiEsaCc^kwS_Jkbb}wbd+*0>~=d3*{A^R?lQ0;H__AVId+%-b2f?Z<5L~k_wag7d*AvK*~6?`Qzeo~!VSWTGygFYi)paC&(f zy@S#*RYy{kba};4;8dyuRIc&e2nT0tO3ki@)byvt7yut79oiAz>85GN%NG&{@K_5} zYB8%V=X^Yob&-4^(D^1-H=((<-oG ziqbZZ5r~P?$D3Q2!0Zi9=!x&%j$gmyOV<*#85CE4OOdvLTWfVx&%9-nZ>2FK5sEhl zfXP3|rB1Ez-%1@H>%yJ5o*)yyS9MOVIBsC2i0OhjfcK<0wg!Gll$vZ+%9m)Gt|77F z?Rs@;Ql^SzCnIcD_hvp4P-)ae%P+1Z&o}{QQigp9kM4|Un9Ca-W^wFQ)+X!lt_hfRnf)syUae%5Q zO?c)0CTM)O`fK|=Ic9_UW(-TH(x^PJD~mKZ)h;lwiO->IntZLQwrx(OL|wvP>=&(%hXhU67_t zPPkglriE6yD$@qcMNMJqMvSH)&*C&F73Q$q^>U7jrxw>bA)2|zV$$L4C9bPN0`1-O z(`@r@JO_T_V(DdeMwXVAE0eW60<@Aepy#!RabeZU`dv?_DGeLgUIJXBeyo{Iska_? z_PMowmsmYc1nR?c(OcV#Lk>nquKgxP#n$}ld%p4IlzYl4?;pymmO}z@l1|AJ7VE2# z@LZxq9`8Nv&$cYe+c!wCtqvKl>UjYP&!d~r9Hrh^KF4ZJzHlpy zl``bM*qe$y>|?i@`y?OnH1EsjFDOfDwY)e$OsByl11jSCI?7OFG7?Ky$fZVbb~YbA zCW~f;B>rhc{{%fyzdG362@VP5M)WKXY`Po=$eP=;B{}@3)4*21V0Cc}t+*i&A31)+J7Jm-NsPiHR zEI?)j+QA!+-5<4)MTMZIA19={h|_8QYo)wIE(>~bXtv+sC;s<=kS1>vFM=Z3x+vCg z+8&tNQ*LxB{ZlhAs{N5WqtbZ2D6mj5-=rp(nK`)lV9J7Ky7Jr13TQ-!H0Iizir?zc z+`-0W9|Bod6!v_nyE7DfzF(25HOCJkkb;b8MVCCkB`700l)}^U9N5qQJv#!Nslg8 z9Y>>jtNTsD;`@%n`4C@rSnGQyPZX(0`bY3Suj1*iD~RCj*G0;8YPMuU37+kQVVzw}B`*`)2< zj?b2Y5*jv>LHJ&ze!L*whqgC2%p-efYwusyB)yjCeNXOSvDw(IPP3gwz;G)Q4_%;C zOp0-X_^2(I>dDk@5ZOAaCIBR-MI#t@lQsQ|OJBBvgk{r$gz;M@Md-Jm)PkYL6slMR zA(37Q7=%oUF}W*teC?b>i>IO)@xiNiQ}@o1E{61hyYW(at#=PC*}5$eM)jt}y<6S& za=+d@Vq!l6a~OBRCm`hHkyIJ4G`A@I;p#ZNs_6Mz zNb$8-JACtH(*?!2{G!KQTHJ4hcrYh$!=jn^hyFIkKouOx{L;$Gidws=&ZwzxgQqm> zy&KS2C6kb_;f&JL>@Ob$N*jsTA{JkuMan*NX3S$OeQ;eATAkAH?JNh*XlEy$!?I8T zYpE;V0-%s>vUc^vcCChJSHYJh+BqIQZk`{R#>i&nlYKmf4tWF%lv`Vec zPIbgi4Qn`Nf05!wZH$?T1bFAvkn|C5hg-a6-g}Sut^=Bmz$?t+2D$D5q@R2FzU-_( zi&cUA1P0nnsQkTgH@{odN6bH`K-@sg;B)UZs}_2F6sy!q8`89V5VON<^c!#uMJlk% z^ZtX7zYnNaS^Fxtd|b{v;Qd8sTRvE>2g@Igr3<)P4f$6b)Pix+NcX@l7RP>=Z%-I^ zn*-4C@jnCNq4d$(t+qew*-9fm%2!Y&;sC;-(#-T8>mLQ{KRS0nM_wTCgKVp(MZ(=3 zEoUiUlMoK--<_1{@@G&fCz#4x5~QBuC~VqgT6w=g(W}Wbur#YLT_cL__CheLmf z0exmfTXLBgX1y@J+A>EOoxXN&PGB?rI*z0<@$}KGVew}>!kxUKnZlFTk+`p0ylr)M z;T?VQ!tX?0uEfbr=n`(*bLat`ydR5Wa`o!^1)9|n_M^+SqqygX+};-#zb?hYz&R5?Xny@u9SC$`zg(oTjwsPd` z4bhnQ&J#UBSPUi|u$h}U)%kLAb@8*?XM-}#hPX|-nFjIdr*2v1z72}Go@VtuEeR*^ zC$8hDTZ0G>zCp2rW5`PlH8a#kY{P#JJ2N-D!FK^BB0yThR44kLw6$3vff^?sPttmYvmXUC3;*TL_L)m*0<8DZP5T+tA{|Jo7pE zbAdYQRDdwN>gUN_ZMhVzTzakHL*E}s^x5!rEeTLFs=PgLwffx@QPgYGyEmC{Iqs*I zJzBEI%VYa%!w#yk>Pdfu*7Wx%-mH2GUBR42TP;{Jv-RnAt|+$%@FnYS;7Sgi9e&JL zFy8DzYI)>;;+V+de>+^}x(V*kuteF}T-~$s%+m3^i_+8AHywKNn@IWYFs|< z!mn8@F5|c4JZsp(y)9`x1ZtF-jSt)lNu1vdlJhHWd`fEl>3O?KBd_^GL`Y~nB(b(%M3qIOGMuI(x*JIaqLIUcw>stNaecoxAHIM^x zsv6N37klW^Wf|m)D$b>CuBJ_;Bf*I?R*R9T3&4jNK*nY2ga=(GXkxCi24YfegwMdc z`LDq-yG;jvc$niBnSAxq?7zqzZhq&}ish<3Cz!NssZGq8nVH!gQ^RyNnkZye>ailD z-1pa81Sh?;c7pW(ScaspU$*E#VENr!EeE}yvfdXKUiIU}Q#^$#vgy^`{?c-A|GLve z)7jdqucv2#rxcovU=!SS1{rN1XY>(MPmFne-|^H$3iMAjg})y)s|E}*Xmm4M5oi>W zs=Cz3Lf)TFBWQex!zh_Y`wXxLi5s!cmbn9dCrf!8KW#E)OUx?zBc3%-g@Z?PT=8t% zQ(CIHR>xk}+o~CNRDSA1cXW1=4fci+as$w-f}&!y0X8Zs6wX`J6(p2<4;R2D8dgK_ zB8vnW50AE#*sAYYzn`TEwSVf-Kdv-cIQkK2QN$s@4}wDB-~I_Zd2I;2SSX8{nCejd zYmfH_@9sbPe!!2ksH%X;aWlVT1+7Ari7pC-r`LIoUO6h$pYLqzh7*W5(!+x8{2QkA z*XsHkxj}{O_++D;#kNcK^z6cBidY`lzfoGHEGjOxQpV6}1QrDlA5}!Pw?&e@B(##@ zapr~{5r~g}EsjPaV67X#l95HJp@4!s z?Q~O|Lg{K73m{$j{y{PEl}u!#dj`_~bV6s6f&0f){Qi9prR|~NtOWk)u-!@wa@^Hm z|5n6OST_K?8Op4r%C(HD4*c#qKQUo~hri3eX2pr5o}t3x7}}V3Va{KEmord?iC_+F zr?kt&-nY-0eqa@dK%lqx|>NNj7MnY zv5P2|RCiwd?HJQR{ga5rW<`mJ5JFnII9HXxme?~|e~p2H@wuEq8z5n+$@l$xAVj60 zqwko)_T&3_z1J_#KSoGP6~fxR{tJ-&ZwK$M2d!NIIz;0=S;ve2b?*FoHp!#Cq&!ua znCj8||9_8W3ec6H2L*f-`0H=~`%C=ycf2Nro_Q-OcYv=TAXmRGvs$eSQ5(V_4=gmDSbNNJ9eygFl{fy*^HVUel4h+`qh< z#U&-9X#sj;lvi~IwFqjR(@_duXI&kK2xibfVipA2R-sS1n!3ytSJr#O#BwJLGYJf} zRepUq^ZAb=)_@o4zUUD!9xj^sNMRn)f!a!TK*(d%cZN!f-;3HhcwpR5_Enq9Pv0o^ z$CFFE7@@=8c`mBrFEDRnBL%tszenLEa^DMJiWt8zQ2e`{_`eVR|Km<9DzL`oFEl{pl5T z5{4g)#owo89|`nz{E21XtCJ$pjm;hDdOJugp(O!7e@-qb1qB-D+J(1yPkhwVz_$V; z7Krb{KZJdCT$7I)uOcdf2uMi?NH+@7F#!?j?vn2A7U>qGySqlmU`mH{ zcQd+S)Zo5&&hOMc_Z~lfWc=l}x1Q&lha?kXVq!6XBCq!cO(dJso4)Eq@5ti=yNYV> z&llSL2cbZ)E(7R1KIkQD(g!DqOyH+ZSr4I?t~fStRN^7WcaiLOgT8H9JxvLLO2WV3 zxVIlWDCOmkvn`I8r|2ILe6Kf1oWa4tk(?|~%^b#UZYeTr@^RVF3xS&=J-f|jd(?9A~A?2Qt9kq z!YIF9SKCJrsi%6PK&I+waOu|so82AlRr5FA7o7f;1u&&oZ5Dzhg9p$w89>sDTz}GdfpY0K!JJvvZ-DY|tF?R2 z{1i5UZPU3kaHYKwMtm_I#nwsCjC?O)d;SLVHRAg>;r*SRB3cqnHsRJ*@^dpFzs(&rI3NN@-2Wz;8@3%VNfhJqnbT7TGlka`tFlTU@F)o-d*U(RY+J z){99q)mF^&6Un_0;O4{Qu*PMpEi*_ya^{@AFkg@ZO)q3@x16gxc#8lZU{X<1%KAQW zEK~~3Qv_%&MOPQ^eTDqHJncc}OhBwP)F}lW_F6tqTO2OcLi~_~?$v2ID5?%R<1Sz) zb6RJy2&dM`WxG{d-|5a&=n~CCa6h!PXpd#P8*k67b3c-RNyL|rut3W)fhS#$oz+64 z6gDV{E^-!#``VkSW!1=+ca@ianaX#GzlUwfZ@*z(q}BAK#&kR^iNlhzHq=ordJ8&k zS*nmvZFy};1GH&K*4D`9qMphx!l-CG1Kz)A!RiF8qmSieWrHLyS7rK41{ZvfT{cdG zpLlNkY=R>NciG+fw8f;{e2#Dj#;O7!Zk9E&#`~gqy1Z{<2)qjHiI%k%m(OdgCzH%3 z3e042nzk1j+@T5S{w6o>`p;J`)>0C>ij}Q%TK)MAZVcZs$At|7H~06~Cy&>bm!(Oi zUrBi1x(3wVwTMRabWc7B1s~*;GXNdLV_-pTwmU7T*m_@VCUD3?8-{&Ca8Jha*#s&a zNHloyI?rsb^9FB(29oJWq2-Yr`xJxoub~II*`jwi2xi){{F(Q97i9gHoj^5Az-V6o z?E1}Gi(;{|e-bL^tr{jATj4spW)0!n0gwYpOsjp=bl8I+*BJh)Tb}z z{PNY#0?NXRLZi9>#t0L>+_utke!37xAB9qJ+TtSd%7*#Mi!PRaOVk=7@LoyoJ|8`j z+MB-3xIZB$Qf2W@avm1j9=D(ob9%ucNcN6S4c0C5S+$y(j8+IAKb^MB6n1Z#*a5bV z<+;>u@=^>Glp(DKJF3uX>eb{oR&I@JYX(|ELRk=jePmH14+@I{xf}bTb=#xLt<~to z$pFIF@#~}0C#QSN`&vC^-(X%fvhjocqB?2Z)OsLhEt^Bnrfon|3RHuzEya*{_UH`h z=ycsYUNl#Jc4w@B)?P(}=tv>y0W;G`JIT&`Mu`O-m$NcV{oB+t~mG_7S(xXR? zK*4aFW1h3tbo0&7kZcbt@HA|4W}m-?0~+WaRvsRn`JLW<-1g2+@i<*w-Rb7ytp(7L zooeNCR8(kM8Mb&c>5;5}@W)RbLC%%W8vWWSix=R>CxJBw zfvX+7WmEMoTCygJwXXOn!@@K%rj4y4eOrsRvJ4)|n|S6M zuQ*uPCJJF1MWagFZ;0?bbq&Q~C}+9b17jO<#h2nymCG`2eF`TjA1p3&o+`F3tlIQ5 z{@m}7V%%FjeN~;ey@o6_oL4N{kZHut_k`1GVIn@8nAQ?uwfu7ar^=_i-o677n0F~+ zK%7n(F<&8et!PM#;J9TvoKAU6J?h0}8qla38qtB5*chTjXc{-2e}Fj;NQh3?KYskU zEgoM?F?tJe$Q4MzxVY0te6mDeVSG)RwmPQ+m1lQ!zvC*<_Y%K@rodBM(g2z0cG0*+ zUZldvq4T<#l*5gHtVBs-*F>1VvX)+x%(OsD?ReHc1zdP%rd+P6LHgC(!m1v9UDZ6; zfTxlU6p#vz9M#k66?sL#8pgbrP^7%9A(v?p<^0U)usZb%b=aX8>EM{u#UXb84H`b8 zWFV_5CY#-pt>9<7m~wquY@Qn10hdgmG|T5&y-YuOzh7|CAI3c{XU*Z*hf{}vi*G7a z-R6V+iCJ|cNU{i{oKZ;v8+JHM=WrsM>68XmeOwaw3H9 z(}n;;a$1&VrUys&)qECJdpcoj>($iqA|3TMhgOqah(PMuJCTn989-6ET+W3unufB> z#TUYcCj5-8bdS&ZGPi>H(z}_33e+fr@f{{tVchR`yidl|PP@_vZbNRH9byHN`D4!y z<|TP+ODDQ=9S`?f(@nO@i%n+6FgDkY=1(WL5S6L^sIHjM{M9`iTvuh)%sYm23gZ`y z7URERH?HQV=HjeB7A-s%O1mC3(z!V9j{(h2S5a2l_{u#y-cfixg00655_MjbG1*Cm zKoP_d$x^X0W1a@*z{oV)QBj)c zD?pz5rkVM0>L}p`F)5gIa!F$+DRAx4QtdZkQSymw5I-%D(`qgYX#F0kWnx%^TsUqy zD>l2~nm%L((neBt>AuZ&TDp1P;Gi~;7DXm=dSfA&R4e>1mIM(7^);&$c((G;+j99u ze7A1%IHm66v+2IbOxkp7zYd`^+wllDT8|&OeQOy8!1fUPy!Ta{@l;VganzNsX06etxa@><$+p_odno>W+OfI!-@hev11pIdi zSF!4vG4-P{^uI6gwJ(>9JAYRK34 zggnQthhztpdW}Lo$(k_6c2aYgsy>>D~le!lFv>!&EF_%BBAmW78ag2s{Ilz`h zvFM`GB5F2L;_FeKW7S|ITwbgIt-0m@F+;9XpE2QzLzk^@?SBm?RW|<771EI>D?rp< zV>YT4SLfMf)8v7;A5 zC5AA?)t?7;xMmj@#83hT?Ke|q>P)DdKrDwH(5c4F(u^n) zW6*R|7mzmhz%h3;GU_e<8C!hUvX>NLNmF}SNW!-icSHq3YK};;CB&M!j z#UkKt7S;Od{nieNZCckGJ?L_!#W{{1;|7=dEaz%v_+YGS;`C%y>4|j1;*@z*xsBLP zW7Q=2;+*HggnQ_SlkuH$S|71tR61u@iRuSYV7_M!e^8#V#_!Exc`H?7gN_-8CZ^a} z4XW|1r8;vjbS`S{bM;Pp%?sb2omJQ^9+%yP<^n-5DhN~+7giwmy!XA$Pc%xLJv-~S z%bz6EQ{YctVthVMQ3;dApE!-{zA497_}D%=-c6zHDFV$>OkM1tBK5rPhvDFn2(FOk zgsC@KRjE4iiR`{xEtjT`bcGh{#FgT?6Q)ueRmeO(hT-#x%h#2?UZb(r-qSeg(i6$M zprP(_$&|q;VmMz~LDV^g@P|)fe@#!1)bzRP?PJ;ASwqCPT<+7nWCpa!^hs0hNcONu z@Zo~G`z;rlZ)iwt;z5L`usZD_YO8QyWDoe{>ggP=duMJ5 z>UuL2=hE`p>Ltiv&GfofkENcYe;w@h;z&RNd%;_xNAGa28@z;Qatdt@0sI5>Fo&~k zrL7t)-vWz7`6rGm|6u_B8){5ujLqe>QjPrfAT+UXp&WTdJQt4Q>vw=#Vei z*Spt6jH&NRSTaJO7rTQSq5Pc+y(%lX#rxj3&E!mju{O6}?viGGXFu`>y5Y_@x0@X; z{Np|A?=;E}t~^r@jffa#73wRNd9z67d1oLx?o~$NVhAgV!kbHy)UAed%e93Ci_7A( z0Vy%_Ew~(*hOcjqn@v7k7_hi*7Q0pz813OXD4wOsX*mVLX1+r!ayam6F=2>KR}5Rx zo>+lT2j--MLsuH|%D0*-u#+wJWSA)$lyztTa4_@k(-}0oB znN}|aPr83CuDxSOg`*f2sZYiB-T6td;4!z!i`)Vs(5D?0=EV&wU9sG*-gC6g*9k(%~?+oAi3S@6yn(M+FL#EqYi# z7oTjk7nxjH3`~w#Y7A$|kdmOkOymX|O3yXh%Pev@4)aa)x->O3Y~fzsJQ60b2h>VZ zA}thMLc3a`6rWnMtq6l-OHTKkK_eK8gB02>f4qwS1teddmTMd`qEaqZA7}RgjPep} zH)B7X-@}o7CF$ob=CPXk@Rdi}Lj>aDwRgq-M5P^L5Oa~w$JUvRhxNuXm8uQ)&@fj5 zt6Da}ppW_|a`6>_@1ze@_MT)Lc4jV!cxyII^<4dy$6dSeTV11#(i4vNJl?mYg|ww= zRY~+4Te^neW|P|+s}W0HqP|0p9J4}|@>(DVe|L3{Dl*$|$4fMr^}NP>@~s+W7kI}( zx#0X@a@K$+VyQGV23`ZfZJT!&EF5`?JQt;FJn*W8$bcG(0^bJYc~rXLQWhWCH)G?2 z@HM6=sM^UN=p2!-FfDU?Z5^{;?kCjwErFMv(-^mz5_eO(Ol#WWT+)Pl9Sa8r1GFqu z9d#^Jex7`iTjMmH``U{_k*QIKRN&M+VP`8M3jUe{MuFK@DB{$?&$dk$HR@9WgygKH zqjVPAJ>X|ji3hFvLAm`=Tg2m>%!~|LgKD-5YV2?Es5utG9dy5ro;1UQ#Q0T4h( ze1$7x6#b?b2?;P5w!5c&u)}-UVtUe+axB~34D+m+o1dp!3&uTbcJ~=8>)b_Bd%HPVa6l0%|7%S1M#E?7~Tkd@a`U+*e2v-#Mpt>zuYD0VJHQPAy z#mE1p_4e!pw{8)iM%!y{JSf@$RtU|L)$_wF|H(xUnUWBz!UnE3F8+bPLs?{1C^#(I zDS*pUUTwud**&E}8_2FYn%krX4a@(QREJV!KCbhPZ6o!X&`X9~Ft?zitIBveNZ78(}T z^vJ>Z%?|!R(71CB!#ic_NJ2JkDD79*quzajQJUU8v?;2)dpwV36g26q4;uhU(jQL~ zwH~arS)~SG5PgOqCC`t0*O>%6pm+Ko>U}fKf|%0ZUbRXQPw~)9d8(Kk;;I!{_iSHv zV6quYW<^mv>9euNXx-l6a$}rAYh@dJpVdR!EV`>l|G@<#;dJ;pB2rJA0CLf#v*~+e zU7YNr|95b?TOQdZlggXy9J`yPR%!*K-3tjIXxd4G5Xh>!YSkuk*Jwh|?B1}c^1wg- z^qgtvV&ScB@ly%eIkEwZP(aJ&<|K-*JD87*fKF8C zYWZ%~eTvMGvwltij&Hmm#uNYb$ZobPlE$09+347vwu3eoKzM&MoD*@`J3A+ zWVO4x6A=z3h+8wybuw zXB#$E;}vxQOd8%a;I8H#2iU+g^h2k?GBr7n62+{Zc%ruKHo$x`(EdG_z~Z2psvp(v z3liu7kAt`AF{m?)#S=CQWW zWLC+zE?NXb2=$=$?rX)Dp=&L=nor7WwVRKhnqm#YAn_Bb;BT?sKW$0X5<1?2@9+-L z@~CbOYs@+@t`JR6Ft%xMyL+7;r5MjOWj~MUDlrjoJ$}A-;aScYJwFJfxGh*O)JsD6 z9HV+%tV_$Zcx1El_UMQ^;(az5>`z81W5Ty8`JiNb^6~j@lqY{FPmy>o^yvyt1kvQD1EFWH4@S z=SYT^mbxUg7Xh0_=~Q2aGe8FUyn_UywclSuZwSGGpU-y-UcGs5@_j`kY@er3XD7JG=(yP*N7_d{fd#|tK z2QRV_p+)9`b(MirY4x0YB?Y&=Jk)vhCKzuYK25O$v&S3ys4LqZN;_r#olY0PGQ42F zHLzc4C{*E(dp>=U+?%$)e0~~E6dzk=tN}}9^(tW)eyNYaq;6XBOrp4DiH0P$lfu{?tS?lx0>{<*rvt--!x1FLFP@fRAyWK>rzFJJwK~m zg&g1va<)bV6s5QFri4RDvzV|Py)9C)GyM1v~qXB{wtDy*C+jD{vN>cEWxDiJg!kfln*{j!3|e;tjrutYkq17 zMg`@*=-Bja)>fxLPp5@Umd%zVTFzgUvI1MG%Jz`tX2yry2wC)E_w`f~wl8>{t-a7a zAOoLJEu$ND)9Z01WieVvwHxIF8_DgHnLo5|1elN<7MPa=AW6w=&>6@eNSBNWP;U!> zQpL7+8g5-1u3r@Nal2lzxXxs|(>PY}ZCn;C%qWR{8RVO&Q`2XRIc8hAhVF2#pAq5V z>B_!#7rQXnMmBwmhmFmE4tf6aRVv?Tb=1^(RRN?>i;17JYgo=x zVJ2GX&zVzc*{QVLJf(V(dJbOA5A*F$+nG+T-!D=uq&=znrLCtYUsQR)Q>SFnTsNhz z<23kG#LJ0P_Y?z}HTb9Zq}8T*L_|c~bs+{OgGV@McR&J5+uwrG!ZfW?JYfwKvnq3| zdnBL-0A2L)Da(AkFllr}8CZ*NeZ$h5Edn#0)VPDf5c( z9gq;cY3ygG>$}bZxIxo&NRx|go3n{Hj|McBM~%Divxf%~I^l6%bp(v*(Nt)TdW+IcG(bcvVPTfuilZ1Q15h9 zd}hhr*JygY4;NUt-oBN+(YC`+Yv8kFLE&Z#e{jG%@Z{-DOC+u=CT90@q(S(mwNIz4165l45Dwf zs#7Udm9$LX5fhC_BeMo6lh6gjOTH;`#bbv<~14>ZrJGdCjw3?KwCBmMu)KAsjy&W%7ORcriW_H9W zv4OSJnZhA+$t`{|hCP8@Yd?Qw+kr*=QP)j&@^G(2h)vnU79G9#y=yfSexbUj1OrDDYq z7})X8^%ej0JU882jqX~zQBzCzVqD!y=9k6~`y-E=c4a=Nwa+RAzd@rsDY z*S6;@yA!cu`vre38p0hBu}f6PU934+y8vo(-uVns4GrHg8#fgjtTla8zOIlzC|~dv zhnQ>Wv3iSMYDb%Xk0a-iFZjLQ8t;2K+Pykd>mCTo@<8f`74xkcm8Yi6zri^V@2|T# zfH;hSSIHQAN=hYjROb{CM?DGgU~Bu`Ypfh67-jt=+F$NQ?{K*-5XjT&X5gjNpIk8` zIP0`IE4<~>{2iVpqwN*LtRPQXCb0CBwdQ5|>V=Oo0<%#1AZRrNw~qiPn|2Z%iCy|4 zFsxEk4?|dJz^jF-$o9iy%&$1z`8tKwm#>S>X@ep{oi9q+&R}B!qSF$ga(Hu~ylgw6c>3Yf~bNco~HwZ5tvf2zaGm zq#d7efpkxJftY$Ss@TQX8fTn*Pdi$0s&B+Y9ixp>_hC)EeYBWdn~ zICGI=Ph3K-T;H^E>Ue(=5CZR;&?z+H?9DevEx0;I+w4JgbUc1gqnrGK$n-3-)I1fp z+G!jI4c8z2$o&=_D_iQ{I{K1;wH~^Aom7+Tcf4J%7z4JI2!y5O0_@s$9Z5wFqx&d? z-OW!iiv{=k*CN1afwozvzn#~WGMJw4UfO}|m9I|RKi779DXZ>85^;twddlR-^l30u zzypB2_H(FPhxwxe?z=SFgR@Ebl5=kU$u2ZO7eRk;{uobd6>L^-!Ru(9^F0s%!((UD z*f|GlY(z&{Y`*{Nt*6O=ar)39mNlIidW$6hafSN}Qf;}k z&ZeaCH>Y<7@7RPMPJqoEd!2|O9|9A9r?UCFyotzdg`?cwt4Y#nWUw_Xt6JmlNSQBP z{TV+Mv=dWraPc%+&us!E+AQnA#nr;mtQjGzL$&IdWAsGnB6*h&(^;LRnwUl{|9s{OUmJF#@6x-o*({ut10Nk65%MNYmu> zf8j=W8fUejOC>vx)jfRr_bKd4$O91Dv2`KuFD#x+haZEH#GUD{uAVf)DRUVwc1%rd^)Ja6GY6iVB68zvGYwR zyRyG&DU7rshVasJd7WX>p*0pPO?zHy6)+{Ey#a%XN_y983jU_fqeb*DBAB z%+AVM=M}MEN3~9CY=RTRp{d?zhjWI#%Ky1ccMm$xU4-D%;0|DR(vJ*FdK(n{+y!sQZ*mU9^h8PAExI|n~_J&_$*=I0D9Q#U%zOEE$6yAT6 zYW{RZsjpwl?rqKGhU)0X{|5Xd9rj)l{E`(lhT+>vekxJqcq$ze&|UgwfGxv=*?w#l z^5-jXD&1CAORO?RTELjYi%W^WHl>pgJsnmgAR&1S92$iq;(ev8`sxCX_|7D*^SL&A zU#8qqiCqHHT&dpy&C&@oc#2}iHe}AD>8_=E3K4)V26=C&*E!G(E!-wtcg(ct%=zfp1dz+&=91|#@tPUOX zcA+=qX)-C-Dv$N}x)d1Hpu_augyo>G(ygDGpcBKW>WB&$k&I<=@|m*phMrGj5pS(_=?GArmlAdtTHn_ zKD!%YQGmcRv^l6nUV6Q*0w>?698!j{>N)8S-_8RKhWVPNdwhZ(%$duwH>t`W!~z~k z%g{S8kDj!R{+NE>9(M8k^O=N+V73Smbx$F_e>Zsid)}f6))%TP6R_hWsHmZS4a~h+ zlFd(UM)ByjPOR#MVreJavDS4(=A*S%vQk#eCrDdj53J6lM*GcqP~QPjnsuszkJUGx z9k$p$X0?S{pOgw)xM41hH}6c|N~Sh7f3&qds=oV)Wj0pL52#nPOLmJsd+2W<(uDQ{ zd$*h0L&`JtWavfw7;xR}PhHky1QHHwy)a4!jb(7r9%;wgLRf~r-m=I7BH}aC%Z!i$ zVWu0K5dg|vL8N+VS`>U#$yXpfS@98B^c2);Jp17uXFHd|(vpYEFsZPkJlO4zihtK2 znLn69v7n-irF`p6JyQ@@*9G|`8j+IGug5|WN2hQnn#^IHFa3J97g6T4J0%PkR)C-# zqBa0{wfN+C`F5@8>#B90NZmS;M+Fd7tOcNG3oJ8{?r@-;A;5j2_V&*E>ZJO`ZYs9; zWo*Y(00}}N?Kmr_5_el})>xw#k?ImzTirh0NnUzO_E!=sv0w(^z-}*Ivjl6}eMC$b zK40)o(fMxpSc2IYmIU(lIzBpj!^z2Md?21zx7g7kQt9CAJa}5m<^JeGpa*a-q&icg z;W5&7eZM;p{JWf*EFUw0$CWRZd0plpJY5KCxyS?(U!1<~Sc_cD2U~|Lemg`*A`t&z zLGb1byyq_>(Ej~Fnku^MtCS-Qwjh0!!z`4~0~9~Y##ESfBv~L_e$hWjhdV;!*SZou zMv?migt=1tVo2EC7y8Ffp7bavQ$l&qrKm!tW)N!2wO)(2ZLGWf!v~|6Re?b&c=RKU zN^E9iF@yOscTB$ZxBTuH-SMMw^vB%#O|_*aeR+ms)<4Ywi!xK6o?$Ir-N|5$HAU>< zZmR@SNs115*FE#qLAfpi{n|@SEv=3$BkwMpxHbvhbrt|jr(EhVzwx=JjhT=X zsG%~}&xBujgBDB1-&Q|CuEg@u6@EI>_edwFc(QCXS3<>L&_!bEc)j;$0XtE66`ND8 zH&kFua8uc(4>Rb^!}J^wQO-xjtPvPsNNg=lvn%tk=`O~{1+bSEGx~J{|R}Zqj_96cdpl^UjG!& ztZKn^@GooU}QrikOPd|LNoK;!`-SZ* zw`(ya9hkKi&|S&Wl!739^SLx{I>!06OStYXvi=&!zH1{3QRveOyb0z*t^Zyu(W}fo z!N-dnDDuPk-43MZ&>ioOcP0ApTafdwE%ruQz`yr5!O71=6xu;U5!B$l(39zdSBtkV zQ-VomfK0{jg~$*{2(~w?@C8-<%vnpR<>4u#WT^&c9ea}i=|Q4;p`PpI@KdAZN9SZ2 z>molFsCo6I0lms%nGx5l>eRTJ!9Qb={|noHkMi1}BH5H$8zqqNxqP_snUeVm$BPUK zs(_Nk{D)U*$p#4s{A_(B!v$7(5afxxva&+i2dJ*EQH89;KY#wth>eXc*d~p{M|w#Z z85wymQ!_?0Fd`r#LVG1G{-Hqz2G9}`sTeW=9vH}!&NS#jlOj9E`qDu) z*w@|t`TmWqh+zF@Wn_H*J|*U>U3w?^8=BW2-V^=xy+1&9YB{<*XKhjs1${?&l_ z{=e6}EqMLUxAgaO;%{fhfBW}2%1`pe2Z76CzrH=D141+ce7LHDKiuA2{u-gS>qh>| z6Zq%wZOQx`ACCp7^bu$lv8-=$a#6OGYt%%I^^s}c^ zgnm*ZTdGEO;CapOb(28C?{;q|vy=0Ms_5qLVGsi4RsT4lmRyi-e!Fn4`M4-k9v?g8 z0|v)Fj7h)8oe{9`mw%}MnlMqq!!j@YD358Egvyv**H3)e2VeZs9bVJ=-T2t^CM^^s z_bxal<_6{9TUDQd5a=IY+%9t$-tc?tIAwcu{)1`X(0HYF8MQH2`=z{O${(6k?4{55qv+?&?%6 z>3Uqq&3^3qbToSXiW1OVW&)~5%r4;(>aX1K927YZ9vV}Afl5Ky&Iv95$A#--A^8PR zCs#USgI*OcR?-nUb4obw0f1urP2lr=8U99RfQjkr?zC70C%2?rmzGotUvrF=sOkG| zdtW-TH($-DBJ_R$$l@?C2O1{T0jmiRG@RuQ|7HS9IDj8+aCQFbKGd)@}G;uju0^A_J>^n#Lw1Djk%FL zS+6`&oz;An_Z?#LzuroKlzEyGEoPw}*n;QcF{5MMnfQp%!B)cjf z{v%LS(AP<)(IXr%s1>Tp$s}=mk}DNz%F*w~e*7We5!fnJHUc<*7z8iwkFyW4C=iiF z%(=Gt_J5plz%3*P#9g@_uMJD;)0Z3RA>ZG_K5$Te=Oj9RriJv^ zCHo&o>F>Y#Fp7Rz&0E|A62iyMr}4&Gw9Na@ErCc6>C{_ZrKI|Lm-|}GRL~s;!Wlsw z%c2qhB=SpXH92JHb?~wGvA%#fUcX@ar>SR*OTCf%&g3|s)ng(|tZ;>U>A$5wsY%x|?l)886dFRosN zH#?kerjNKmybympPIiut!xq@qbwEsxR<+~o0nV#eLhHS8d1?GjLAK_Fi3=kiB-H3m zawbo-3jVv>>>Xzsg?;bg)D+hh0NL<3-B5~%f^y=R(xXl)jlzqJl8Ij7NCJ5kd7$&x z(X-f`CbIGBH74S~g!QhwYxSMy27dH%Oypv`t@oX$k8=6EB%rB}fdLT{S;3_JFldOg)Ge4?e<4Lrbb3X)#qpzeZKN75XE z@!t~+#;>)#ZY$0aHV~ICTq68(AON73c*&2W)X7#PE}H4eHpbvPCGdMb3+p?f=0-G7T^Aq zfAsv@KOUO*FUZg^f1Wh1K6&H3514Zzx%+6k#^ahLp5QWQX-$ z_HDR4%S@I1BOsVNP8p!GUh`Jx-uW4NlneOE$F6TaIHx}R6`0f1WWZ`XYB#)JgtlseQH6nao<(b(2n`_>cS?7h2i6qvFSlqxT4T-+>w% zC=1$7a(Hh5GF1R?aWm%S z53Y9DZv<2X9E?{nSk6`oMf8FWv?;fdU*UHHLm`Ht1%MX)n8$Ru5=}%zglPS}_Z489b5M3cTiOXJFRwCwF?6W=NQ}`W z1A|679`9=VrG=qMpJV&k3=hmARb{(n1t>Hk!+vIB3g3IyCyjSmTUzsh8S}H$SC#Ts zau7TIzXdSxQ30;UM8l}NYFw^=JYZ}%kV4k+8IMzq*Kl@BGZQ4nO)~jn@qV?wZV=e- z9ly(oF8lOKG5PO$dpCyG~*{px++XlS*{9d13*lcLM*J{>mTa^S_=Pz zYO8rZB`~Cm&z<4&WN`F}Z3sLR@Gao=h0%Gg)T4&dk|cI>$?eOmm}`&7fy!{92B}W_ z)uqgA*6HWEO4fY&0DLeR@2tt5MkAA&+1^fRc5NZy2DX;TB}6#Gr1wlG4|YtJ>+IJw zhef$A?j`V*?d2^gVpdjVPjc;b?j3R*Wq1CBoF&$n@e^WyTn~q>Ul{pdY5*B+g=vT; ztWi$kzL8RT(wkAm1xVTepx2eH)JX9^I%58@g#7h_8>q(u3J}UZ>&dt_;=lUn)glo6 zGm*_(LIqZ;!JZ8yDVfRZ;vdH|>tttSd@0oQIwT7@-vcp@h9LIXPq@er$F`t`@8%X3 zYY!$Eqh~w!kIT`V_W%cXl&Q8GnC7*Boo1sx$Yu%UY->JMJ@_`3K|{UjxhS%FUxCfC z(A9a-&R{Yp3og^P7$Dq{S3DJ_C$IhZ<#K1&^-?QeTI#a&EFWkPcUTK+K-SFk4o7bF9eUc zY>~C{aen@x(6?e#R< z{p~?q=N?=8-T*|2{_i!FED+0OeZA%MXiX-V>98w|@Qpjv388$+4~XvNhwDAo0Up=* zB@jIwlBI;&q4;c+ZmAqP&=W0#=6`$Atj(c;#-NTXatjD`aw&DOZl_^rCf5=C$8CuW zN<|-hwOymMy)98(-SFONq~%7{vfA0(v#I%mYj|iNHp@DRE$ZXq)F(hw@3cWmA&Q1t zVzGoNMPx8JKr_*7$`hOFr7yl7g`A~R`=FY?Jjz=NR&S??2RFJh9lMD z=(5UqVV`_3e=*fNG_lj2#%;U*1?;W_K*r+D^N#S|e|u#9U)QP~&qF7ufZ?`< zdfk2@d3x;CW7M^HQ){C_S1k}%VOaQpg}kKaDf(-XI;+P8Ra`gq zAA|KOC7sd*Jf=SMA5YKoG4K;{l$c}QO>APl-wxM3?P?KTu}?U^wfzcEo;3KZC7Lxp zP6wJY5RtF^(NSRlTGW>pfEs_Dx8`M%P)J*~TwB39`GRU-_L@$|kg?$nAhsU1h-8fe zxSF#gDgZC$Sj3YEzzL?|lNE;|$oJUtbJsF9W4<5YEV7avQ z5hPB(xV}~|=~hWQBM}G_Q+n|fIdE?BxwR~mnJG^vx6ixObD5p35J~OVpnLC0;3mb^ zO!Hk|`7r2CGY{}XWMFhcOT{e_nG^)MO78PCWxFie5ChgiJwZ!WpF|XMwZhW9@KB{0 zx%~4{%Lg8wkRBBa7$)t87GVDBDgM~oio6QxgrO7WKxRSC`&qV%0jX8wkm@O?6+qtW zum>elRC93x4ozZa_+%8tMoP^IJzIU2G_XF7A+s7c$ZtCt^k8Za=Z#(C_8N0`y-XxFi+xd75U@ufgUS)*- z`w)zQu}lwih`#e5lF@Z8zVdErYE9qJmmMBo=%F{j4ogRI4UHaoIRs-S7ooHTZ=fDf zOaA6G{f0GCTIF)urGn}Hhy#Lzf&x$e4A3o^uYI;Gu(Wx7RkqfJtCm~t<0m-&!WJzX z|3(->o6`DNBMPj--wIu@2Snpi8&)l5%TmNT9;XY!wsm@j-SYYOOOVlx=T*IU_!*Pv zoyS8pf>0)YK+ zy7&G^#^WDr25_7L(#}#LsH#P?+?t~pAg8NLb1mfX7gz%;6m`c7uaA5 zoU>?lnPrz|iQ1>YfPieLb2M~4UFdB%;vpJHSqbCmB7uLAB?ZAXKLKhC~D(PQNI(WRu(u1--UEoF@)rvoke-cX+rVRcZc)bXuFe zCL~}qr3|RN8c*h>R2h2cpI{*4q^6CutKDDXd`5nlCao~j??SOrS0kP&hOB)N!r5JJ z=B}UOdAuW?z7ToX$M@?sgYRy7^pcw;Uwv>Br8wIe-F@p^<0iRA35}euP#rltou1sn z3DB2Pyn$vANmG!el*$bNAIbG?omedA`~(_EA1$sFtBlU=z0V|5IYoiWHwjv;ZTK?I zhYT!d9bm04!8flewi%vwsy4n9FrK_%0gzgFU?>j~0+Oa%XM%_S2qOP@$P(_^=<-@e zpHsCWw{GgVuzve`0Q_DCXdJ7unZc0*$YAKehHP)l23NjlFVWHH?{*w(4X~7$7Fy366>UtuUY(!?xh#L zo@6z*OLORCq9z9Ue&We0@rw{sfqE$l7BcF}iw_&%q}EH{pZY@Q3VI8R z#ZvMn`}WXKV2f-pjvA*}^PcV&6790l{urNnh0K~g{xi<`cmFV=5IRM^0%lcZD;}io zR({1!FzAv-o0&L0)tj5^WS72$1<{%qlojJ$prhXHg+1rf_TB}%<8z0=fG-+@F+-Fp z_63k$++FV%k96OUm8z60k;Q~za_}s>%jcV1KV7(%#^w7+qNr5bSK7{TJw^rGvF}=q zikJ$YuCLuz?4W62io_H!=Df%v6gN=j3s;6lhldL_5xXX{O4cF?h1t)xkH+r%FPQHq zRoZE|(L2Rnd`taZOdA;(Q(W!FhAH9I<=lMY)R0-U6>?3kH#DGVZA&(Egz%uEEwR zl+i*-02}*gZ^H;14vW@v%bmr$KaN_oCp0-LHMS@X93pIVM;hO-`$CxL9F0^azQ#h8 z-=c*xSS02wPQer)HrqOw~z8v6rQLnWcMBSS1yYfsy zdDqj-76^N|BG8n^Lm5~4KrG3|eqF>mdr+SFDWO=5?=FC2tJYjaKpYgi9QN^c9SH8>p4Q7^Qc=@2an$eOJd!?@pRbG{VN zhsm!J+fXmN0#Rblb?2y8gbUs5c%e~kb16ZwvaNB>eP%9>R(%!=4zkNY`|nGK@J7Ir zT&6RMU92t3*4uZY?rPkC*Id;oOs!9_uvI4qC19q0F9BSsIxEv2z3&5^bLa#^#Yw_8l*>8cbB?XMQqb zltXcRZlQ5Tgr?|^rV?(l^TO{$R5;lDwVh4AyHLuNJ0tKRa*DPUR14Ot=m<>$v~YHb zYtP&?dA18GouH9#8A)?4W3Nshz5=q`%nE%G<>;QVfSYI9k=5{UsREMdm$cHs76moV z0GgL-aem+be3o^aB0*7&6WU_r*Va~|_4igFW}+fVr3?fj_e+-O@B}yOctBm%;6iVY zi6OErqY>nt5ou!*H<#Ykdx{8P5d ze4q35)yCKJZ&`IT1Mil;qWwD!u6X?#!2HeOmFpq0D|H>eXX`RslQxm`PN7iiVDUu9 zWNPg~MkXk}JEBbJ!De9l;R%4_1jzDGNy z0JsBYQHZJMtceJ5MiNTe<{{&YYRV!>ghkO+d&mD`A?@J?g*sU!Rs+rsHO(#SCm2D(w6ZOdC(TH>OsF7V0oUf20e;ysui4 zlMRYSW#D@w-@FgtsN0(=5JOtQ7USoD7KVQ0^4VnhkD>#AY$S?4TLL^aqkt6+rHz-_ z`SOFCi{#1gE|L0rhYOO~|5anq@%Ymxl^T0u^+qSbgQy&&BaE(hrC;%|`6h}zar-IN zu%=3+BOK#y8n3_ZoO#sl@=WsX-IyX-GtIY>$oM?l?7s8mXUARM_eX=0E0l{3M4_Y@ zn7p&u-4m}TPD+)uIwLz0h6)h2<)5@Vx5srtB_(KnW62U|S^uoo!sEcFiXF6mrvH#9 zMyhFzWZn|oRR@QOgZ+s=u4FkQd=zr-sUq7oPv&;=o=3gaE^OB3=Th2z#Vjy^C+46P zFXbnT6jIJ~MkG1lF#l^w^!H~r#K0c!FVkTU7s3Jc0Tv`rl;#xLTQ_HuL6eQ+Z4-Vf zKwSAHcvuqsRzEHV8qNpYHu_^JO^8r3C_cl(!*g3%S;^H~>x)L>heRQg?8a3PE4aGi zy_8o zrlZXrb;n>h8kBq)^k(vuoarF_*Zt~bqlpQb=5*>7r3xj-8xo_sr#R=DTvT!6iRLsZ zl?rQ+p@BalWh=*f)HH{c9m$sEt`F@~Zb~P+ja6pX2=li+P$D8Cj6#YnMK~eYPhcqU zE_|dFx+7m$pDp^IG%&lJPy;C;krU|5KA_l+lqRkHrD{!^#I2=;3&4HSz?xCs+L(ON z(cVr%Pah3o9Mi94-U70m_W)rgxtYz73sR2_Y^vZaWj~?uxS^7p zQhq%32K@Jq!QK`C7GR>QdEjM=E5iktp17QxDL}#NfEtpJ8OCeTN#=O*C+bNd<58@L zD_j_uTuD`G)wsdiMm$grPTHg2NbdxmFSJZ`zy9XHhKKK_s}dhF7MC55Qt5V1+`YX_ zMb;fGR8ZCugrvy+Bf5OQw3sRTqs`_!e!-scz)QA#%g+vDp&S=9L<-K3C#Pfr4&b~y zn%e3(k2JB4=|4BDI>g9k9B`P07woYSg5VbO%!fpxSB7G!G#aQD93Hng?zHC=@&^^! z5hwFhB$_r(!|g0xvBv=#+5Uisb_(#jjt# z>)ir6v1_pf;6RCwBBP8LO0Q@jL4)1|4=CY zhZC=*eCcN6{IzQ=PRim%mJExqn#mG*UT^v&huwlh+nY|7{Ex?1YJi*E=ElisYrg&j zEB%RYs0cj&`|Br7_gayLpU+!8mvX%w$wZ-8V#|bqdlL`0Gh7!FXJ+l_ls`(A>hNPO z?s|zKOvPK>_c@IxGB}%OGn2gxUS+!-lz2>pg16IgVp0q5Uqb{~m^h_tDU+?W=^0Hz+Hl67qwfPRj;80i z14dRu_T}Rg9$a0?al>2bvom%ySB}hJfVQ&mg_#^Djsyc>L5u!CP9g3N`677w|NEhl z1az3sUE!etBZ<5 zJX)e381n=O)$J~}&P+<*t&579Q@O;6<)_Rc%We3@)96%W?^wlJBHwl0((kZA^SngeX9Jlh<(@zp%Zvg@;DCSdZ~F z`>{DB>KEppg~SR>FGNBSfD!523Dk>~OU#C+aRC*F{#343$8UCaH8}?LSI&-(Qh*P3 z-_jDtK=sfZdZ$gKvW}+1y&#pva#JK>iPgRGHwCDExB0Fv!pcNX=YKIneqR&Y@LnQ6 zV5MAE(>^AK%9nuKMy-WA=l$v!p)?k7-gfm_OQu`|y^p)u?7zv+q~r_@42>`fg63x? ze-IDIlOVgZc=u+^o7hP#yP7x&jnojTw%D;8PeqzGc%g^gd>J;&)8*${QEXq8|DOZI ztLUp|jEmF>%Qt!@?f&0d^!wiNgB~&K-zacao+0XRc>!D&@9f8qbk%PbbLmjH$bd5K zzu#Z>-P6b{0mT=W6sXe=)P`ZraDG;Vn4_@^|u|!G* zD_Oe-_dELfNs@6$=h5sb7TF*CHiThzW?KrG)BuFeU!{TwFRR9{|Y& zE|SANsX~jEZei`fj?3|cyFyG%Y!0@6?mjBvFf1S-f?|DbjkfaBT*lE$1sst5ygZIK z9sBv=fbWGH^9dnhEr1fdP(U6Q572z}=Fa%|=P-HYWlQ{uzvWZs18oo&{5=%FM?oY% z|BR~@+E!S4fy=~%mcQ||Izwr@KFu+{YukCX4{S3ZB4ZYI6u83|Q=h7NMgSM~`azU9 zDyw?FMZE6VlpHRHvZ>ipq$u`)es}uwB78Ji%`;eVIJ)*HMqK>bqDOR2O&XEB2 zSc@d>fFB&rydu1{0Xon`@+f2)@^8)5-~L6fA~9SG1#`@KAozz@LY9%=%|Kjdz2z#( zgpMm2kn{pGk0y374|M-Xu3d)bHtT6FSFYA4<`u;xiS4XwXpz`x8FNz<3k^3r&Plen z3tf(#tRi!`hay{D8fj>An&C@I|L_{?@thrt%_&9gY%?<Ix=5f9?d7R*18B(x&dJ=#;s7k7_9tE^Wzm#@2!lL~#SDDv>a9MSAZ{EYgiOEHu z9!lhDqD#faZP6Cq{be@elEah8<%KJ0#WM}@2Pmf(D>uWug+?X7!NKV#u95maD~Rjy z^bna1!bkxf;tOx=?U5;;J@^1mhs~OYlvV`yLthiTi-~*V@|Gr>CbY zG#^BNlv}OcMWol)M%&n2RezBCf$zW?@%1@pnhhe<1^Yjzl{_C-bsW2!FS_e4v1Rv zFX?VVe0=nmaK@;E@F6iH=jyFBgU>ugYN3{(>4?H$i20udCIM8ti$nztHF`w@nDjTk0(4l z*jH{yNUuC0ZpO3Zi#vec2j#KWL~MD!CEnn8nsNO}8206W*Pn6U{BiV6QrqD|?Jm$D zSP^jyUcvkUHg?trbsNhIu$>`~t%oEx4HvRA-8dgq%_*1s<3ub=m~5C7W(K4h?p2pnl=kv-DCp6<^} z{oB!hK9K(IX}Td8U>+;*{(tvDzrU56?=w7Qh8#V`-X|t=HRt`}+V+ecA;oV+O65NK zS^M%v;eWk)ZoSX&bl=1RakyHVD(};H83qi;Hf$DDlK_&E;yPmMS`+@sFxxRn>=&KR z6DoXRaSNdGq7z`CuGUH5x&7*SJDs`<>Tj3lbt3kwIPPbuSWD3_V0*X2e?l&jNCVpy z{26DVMUUKxUk!{XD&Xn5^?7W6<~cLXMRF3%Xs_)JLM@Ms&0lUHC^1 zA>??H(0Q#<&D)h(IA9wU zuE=Kfcr_{x`C+fR=xrmvBp&p?FE%2^)16xMBNu9y|Iy=X4;E*1Wx>EI(Z3I)KX1oB z2iR|~;1Rr@>kSKEB8ou;`;Q0wF&zJX9zU?k(4jEFS;=L7zIk$*oa?pMU{5Le=* ztA|?~=hHRcsE>#nWUnn$ z42oeku*6LOE@>VRk|AfCz9E8;wOU4KV~2|U`Sa(pK0$s*uxE;@UJ7g_Rrq(`Kjz=d zMX3?sV%$n_Cv&*Oo)8bafB{Ag8BxTN&Z!X_|7AdrK&b)N0HHWs62Nrhm`_W??UI3| zbs0JP=?xLM+2IG*{4(!OHu{jdUdVycNj}#@J?}WT1~8b+9a9rF;ECQ`uv50PX@A#z zkMh^A*U}r98I7++GyYE#!xR353AkI=Oxk^#|EHVmEyN_WX_T{V}nA8+S91zmiXlN5S0{3Eqn# z3z{MBhTzSaT85-|BL3?W;ZdL#Tb_MVS|M{B%fU$m+Cbh!f1Q7<|I7K;+~(sC5}b~} zJN)C!|7A4&b8x?0p%q5_9Dm4=drAjy_iE3aZk+><6AiEkd zjp2z9O1)y(uzMvNtJW_|bap-DYSXd!95M7w=gkL98+@)@Ll2-P??@4IVPljY*PLn4 z)9?-uoXVUoPE>Lc+`X63yw1?=kr=NwVKThzCzMX~rPuf$Mlm15%VIUn29E?V znkpRw+zW@Q9f*p7QY7b#u~VR`CzBF>VWE5_+2!VtljSEicXYekJ?KVp7+BaGYF7Kq zDB=;R70#7jq84?L&n`y`9{x|a+uxV`L5|?4RPqJU#+8&VHG}r+0S2>3j#mdPAy`cE z@*6#$&JAy_!Aaa*uT6P=xRF1|dglzyPjGEhkH<@U=S%%`a`+dXCO)xQSiM6zb`U1EZeM&ZnuOq=q7>AAPakmbuI|c-5mbramLB^a$Nd+ zB|+B3@D}GB3KTx0q|Zy(?tDWJ#kI?UdGc}2g4|$dEk_`UsAHiOOFpXh@oS1r zmTMT<)g6pb?S!BUZKd(Jia%!mZ_BJ2A#TB?Iw9dHFpvG|-=wLyoQz6WnJt*JIv@B% z4iCkja`Y#Y`$alGoOsLFFWg=1(xEeHqif^ClTBxqn_cMeLjzmju6*-k^k@zj)F4~c z+M_J0rKbfo&3e}_#rG~qLn)QvHD)XPT`SaI$z!Rjgx33pcBH)xFB4&^4&u0s4jV$` z(p{Bp7&RSsc_mZWv%6ELD@|-L7*~M)009gpGkvJ08MzuUD6)Z?`W5lG?j*mKI>+7j z;>nDl@f>0P!+FMu z&5{qB{Ru;uJ&I@_;fA=LqXBji9}q1oP4<4Z{lvdG9}(R-s6UUUGD9cRYzfvm602sr zGZ?5zE}Gha1n~Vf%85p!CqaBVm@OJ#ZoW42x-t#eP#*nJuwTH*LI}oDV13 z{$z(=ww~@xV9YkJyvOdl-pgJZ$B+m|@`WZIO+L?GVq9F`4P6{H8clsnVRriAj5?xO z$HyG5J@R zdaRfu!^1BTp{JaFUI|IBU2zY(yWBNK=!rR{vl{=<(9bw)u?#8WG!oAewp}o^=iHm7 zfsBgL=lBEY+7N<5>drM^nHAZ?;j~UdrMinjB=FB|mlhln8G)%wr9C8OwfyBDNi!Tp zOk8a~=OdE^S*4xFv6w(tG*HQe<}_f>683ypM3}A;bB21JUb`++tLXl>A^FcN53=Wt z#=BP9+cWB&Vf=|rjBBxxl-7-oVuS@O7VA!+%Vo@e$=_1uej-;Aq$F>^oG-qk=*`3| z-jtvZfwFieY* zAO=5xptaDsQezeus9D5E2%>Q;`vGR-{_(tonH_DZ0ZwYMc;EBh%Uf_>uLIOrkR)eh zli(;j{e5=_hX}O3(&RJ{O=_ZTlN@~Op>}LD0VJqHR_gV=NyYyCCihoMu$kvuiGfl0 z4pty$d_l=7)i~zUiA1I3dU4l5G%QworrZF8`_}R(dZ%v_rLB+pQSY#iV%Lv3M;C)1 ztdcoq?sEVo_Sq_)9>CGNh*Uo@Y3s`5dGS^x!F;8~Bx)EX3?Y*!@8RMGn_e%vp_Xab z)}2ztPR5EzGC}|DqLPvE@+TdK`2#)H(!)NK;vk2i!Ep=k;O#FkvmeizY{rV(Cyy$*k{Ht-0a);P%CMkRXW6g_Vku zHUeZR{AvWVB^wwBxyu|hacv`LBRWDbEtad_jgFU__nyzg*F@@Uz<`uroNxJhD@Bq{W?S8dei7d&XTdKb`Tnv5 zqrSOtnaj)_S#oc!xaK4(xa>In44t0{q+KnZ=y49FR+9!+n1p&5__gN4Y8|qYvdweG( z$bn#)U18a3t+NL5=`k#(6Qi<9XOmT>YC|!IM$uf0t6nGq%rM57s^QqG0_&fHLQzSe*Pi?b|2AoQb9UnEibDtK{@&GL+p5TfXR|ZAvah~=ZoAERLp-8Z!-^71t$=OZmgF`VtBhb6a2#<2`KZ9lmC(Dajy)qb_7jYduB5L{4e6tf@hZzFTUHNquAx+>5M#MgzFf)F%*gCQ z)~X(jdSf?tD)P~sOOMehQ9+|k%^(t!X)#-XP3Vrzrc|{sg;A{V9QDIaF7gMAaiQkn zF$E6i&DS!UPDv)S;jMw2K-+Cn?Pycq)Uvn|YSJ zyjNbo+p=`%9;qPY$~T}!G7FDGTow#6lzzOWX501Nd-~t{#L#mRmX+M6^JaX4OP>gn-iviVV2-@9VE zgcXMx5{vOi4*zG4g9EwPVCR>n9R`(rG(Yugew}HvVG)dkIy2f9@c7;m9_=mU?84G@H#M#B#(FeEmSvZd zx10){ngUI5lc8VF zf0h*bX}miXTg1DL7sy$wvDwzJL6;mjRm3S%hLC^$&flL<#9*k!Nuf~?_#TH#yP+PYZggaP zdx%ZxX8p%hexVhJM))1b$_#0)Uw7q+m(0R&gND_xn>*p-%2iUV>koTRU?Vce=k?=# z*0wh_s&nI5lvdVYoy6O8!zraF%`ucD$eG&3p{mW z*qsZ!s+H1N*V#l$rGw}nd|nm%fEe)L|AlCqTIm~^d`&|D+$TTgxRZB@fvPP!SQAT) z*X?HD*|=JxC{B1|Xr+8Hx5yHn{7 zXZ!ri1MCI!Q^v#2<`HQS+eH)+LB9?csNJ?Nhp|5-Q@G)tQ<}N{xbS#ypKXn@B6M@K zSS<-L_W+AMsXAvl^E&)shRQ5)(l(T^+ezA=-A&`H;&B`37bH@kmbBTTT64`9+X%on zB{0^mWMjTTkuSJOk2IXJ8*Rk_-0Dors5QbhxngZntVWm~Yca3eAM2-ryfv zSyzc`-4x1t6~2{oCez3{VyF5Lx zn0#fH^q|t@r`CKYTRFm&{_fIbSF5Jf-BZf}LuLo)0in6y4@y~LnPU`;kf!?zV(@g5KinH zLXHJzExu7Qo1*=9q7V~6K87@QXQUhPuB5@~9JMe{<-KO^eb#DEmBTSlBAo>S3bh8G z%ff>~kyNZqu87fk*tX$F3b+Wyk1wODCEZOjR-p8$S1LTykIexE70tGXH)($8nudxG zH>Xv#xAhKo5AjHMr{Co_*oLqY`PaHbbP)`8!dt4oEeWX9?I_+=NvorCtqM+Q7|uX` z5Hm)YainwJz^#~eMTCb>cK^uWBT`1>4{Q(6Goxy4egFwa20Yhd9UIl7)Z0EV&m+pM9zJFvc;>r~9&yLkD;KF{7chbw->+>y#kH(|LS^Y=$3mUV7Q^>a zVJMVYd0IgL;ba2h$I@}7Ei~^yrMGSHZe!&b$$G^RZuhPo`-)IQ+N+!2;ku=IBsdK3 z!ffPY%23~$S=?YZwk1NO%O4k(-j8PWRql+ec;twEnplu?!zqP%I3IbN%~NSO_7&Ko z7=xJS*W0@W0#)-PyQ<=D6}QiC#&j!FFW*iR10pm+hY9;YcZS@`e7A*>t}E&|uHlJj zBr^g-(et;Zk&jd}U)ylr;65(31c05S?h^J^v=ZF)kU9`=!Y+*jQPh@+m z_=zXr)d%I{OIE$W4tWE=!w$L932UNp+5 znD@xNqWsWkX>d-NA3)Z#2VWYN8lM-meD_>p&lulLEV*0{UfRrqwlC8p>k_M98CU~ zjXS!q9oJJYo-2^c?meMjLoG1ZLQXI_-tyfm&&Shdd1S`o_`R+%Ul3k$aTRq;@BaB? zJUd7h*xB#up|+;P>JD})x_N@b2!>)R1|)89JIdx3;}{2;;< z%vxkXOUxTS7A-(zlgSyEVnVgf+Vm(+AJ)9ip)(kk&ZnK)9rY6Tu^@2?tsa!F+`=+k zO4Jg$`pDwj4B%;6G?&?&5g(AWdJms-8@oTU>qA3s}t z^#i~iKUf1&{udzgt5)|#IbfHdKHrOxX$ine3ZRzR8{Z2iMqQUPkMG?RqeYPe8CQif zMYVNI%fIk9--t?~QL2pY6qjJR<<0V4w1X3;RO$_Kvw;yFgY~n1yvrE;A;hi>_wJ?F|-(UFBE%OZz7M z52ch=KC79?pu)LIgYvmf!5c4d3s~rbbr?4VItXe%SkQ_yeyjSzH{=Jh_#a{M+|1nH zxtLwsm~M+WtId`Mi^Rd6QexM`IGKkbXv-3w0WiTVD??gQ5fhd1fW@@EVPBzGL$bE) zbmYhnCuf$RhbQo5<5T<|z_O~K`~-{QulCo4*2XbPuE;z?_JOkT7>-BF*n=my;ONDx zfCpsPvpT@43bk($iwia2(N?zHRoVIZvE6)IBTtKSZxA9%AT&j2RFC%Cq*ktzR*85d zLBtZXP-<*88&w4|L^tV{u*LQVL7RxB_cyZ>OIEwkSzKY9~aDsRHNQ;&cL)b<0&wjTJ73Vgt$iU~uMArNT%8QV}{RhV5COCaZRd zqy6CAFw~!4caV_mpvF*La=Hz#t^tz(66X!jYE(c5#sed0V!fJ~^HlnFi`Gi|rS2ja z;vTE;-V0I^7ZBA$HDex$oW5er0JfZxVb~nBJt6uru*M*(inv4liSKU*Aop4UzGMy~ zR>aQJBZLST>$l*KlTSgYWH>_Hnpb zV(*nK)Zs!kt|75ft2TN0p|ygbhyUHxy@YUlsd}~8=~p};nH9t_6n1gV(v4b-8ghV! z*I4F8NwG&F9vO{eY^4!iHN;;bvWCQN*$VWA0R|SXq0cA~w+z1zJ=mKi&OJI>89exm zCegtB*mx-LfRjpZma2qfcnDp5gn+vVpC+%!CBlTDm<8nd1MA;OaIw{0^(1+@{+But z?wca0;4R*MlWB9gMEtpKcKKf&BlB)c*BZWPBT!A(kQiN{ZE^w&ro5shLWyY-0YHonwe_C8;0(m4h+-6_6Lg{CV64`$T$j~ zmfR&tbC}Zu%CG3RDb+55#s?ik#R<5%-qs*XLm&()9X#e?9kO&cwbx$d!EFwi(fBlWJ%nCq@_Ux+- z(prwXYt7gDWDREJ_HCHe*r3V9JYyLL!<6=(`nx9rb z%44JT)Ji`l)N~s(vP@S$@gG_My}ZRL^j6L^2aqEiqmVDoIp6a~RH_RKZeNcqm9~~j zjezpbXE=}oTVHB~uD58m+Y!5GAuc%vBbsM)SmjFquqy_X064q=Bq#xp5Z-hXK%j?k z|IBzA^do=?fAZXFbL$auKC-NkaiNl_842F-3B>3Yy43$r?^?|QyC#{)K4H$DN!%(H zfAe-4IUcW&-$on0O7KR`&KKGE z;iShNB3289f`>B{3KN8GoV0!}`FS=>r5ardN>z#`6rL-Jtox{P6=mk z^20T5YEykpMv!EatcU%`thPDTcnqH$({&t6$tG9lZjZreoPDHR>BG-%z!cgIH@?xQ zsj}GvA&{iMY9C)|&=WIwff;N-q8%BW^Cn;dEerZI+AMdNL*6aK=F8cIp4whRuf+|K=QGzSrQPNh2htW#6Ic64%(G&% z*&N`ZCq^uhB&F{RQk0YQ*q^5CIs+DAX)NEF!&bn5T&FM5rfHbGz~J{H{ctkdZ!h&c z1mB(k0(=_Vgr9t1ynw>~l;21y7aZvQP5PwjHFlwcKTvo+Nj!j_2#Wh@UVOdw*s*lE zy4}=$c`;`*5wZY>KcrHI(?HZoQEu*Q5nsd-n2=(#^7C}7^h`9CJ&2TKr$!vRLoifv z_3nP|W})(03v|=;Idg5@Wj;mMMtAE$&Fy$YT&X(6yW;wYLyKA!qZPA0sL)#AnPv`8 z%!3Xul}i0SpIHgIowcBPe|lXNWw|iSjLnYoYTB&m{3l1@He+e&;GI!R;P)#uYI**c zF^jhAt4NkhI`^4<3uWEsU(WrLsitRbE*>*S;Dcht6CW_y$MM9ET(jk{ZeRKPwzed2 z7^J^1mCH^6;14Em^Mo>c{ba5qu9EBefVbilYksyJ5O891HqE<=`|Oo^)W)nXM@>r< zCm|+SIM+(VZ+KnS;q7MJOp{UVeu;~MD%g#vyVdgO>7`7x`pCj6EeVqF>?>sbx#K|hT ze<>vRlo!vosU=1%8KWL@%I0vCu;2^LDWw~T!c=XHV^UHL*&%)&t65NX3mu!#0hA1~ zAAK}uW`mou#_=g~Av4f^*So_E?SyghVJHTP>6NYnhQ25QgriUL%o0CrFz zD4E*$=&pb4Ht66I7cU%vs{}G^j1h3 zzD=F>CV#L{Q!{v+!M-Kr?1QP^oet%SE^1C%<|PMvrWOQ1*zA{0WvBW;?l^}Xa|rbH zOdx}O<*yKhHF0TBOBKf4+mTY%YW=<&ZcY^Eh$6xk=qJ^<)?1%15~K?@G>4vdJC;du zOCw~rU%nNqBVdOWtGMShNq*|iAl|&GgnN(HU%F=){e!8-7Y-ZV19QS(8Yy_0vsI&M zgGnD6D-s4kGIPJXRxI3=0xQZ?pL+bfQd@3sv)$8LAX1H#Fy!UkC^lI2ozwXio(bt& z$!@s$B6(}05X@!k6MpAGazM38=Dah0%p2-zghr6T;xs!_!cwmL!FS-`oi=-$7ijF( zWf(HdG~_VOg`c zs;!i}B`!MU*JOw_Egx~_>p9N&_) zaso~B4GgZU5F)T5y5&X(O{1Ud;3v@$Gx@k#W`c7v#R+Yu|3caD0U zrc$66#s^gjU`MenNo-ik?r_vZHp0qfIJdvNuBso1aM&0X!dC6)_F*$RiHs(t(|WdVmqJP>l%Kzzzq@lgh-X^I9-pY|!J(%z-X36So1(Rw zI|?#b(D&CqXUGcbo-Lj!ev2r)RWL-ujSN>JG8nq>cf#c)S zyJ?#AnR&%ZCn*z%DE!%N8e_BaP~9evwnVZ*w@Lr`igzQ)3knmPL4HPk841y3@*=E# zL`L_Q9(2c_CQg15W`7|RUgO()j_QD@&D%yylqu_Gw7WCawXKIW1G}=nZaxhXL%an5 zfiGAb&XZg8zK(U0zb@E#>{DBvN7Um(>lk@r{Hb?e%U+x?KK- z7kIg2c_@6uC#sCui)Ewn3u@#;c=*)tom^&hR%xi8=5jRMRQ|#wpm|Q51K=s>-is}; z!gx5kf9L zwP`huntOW#K8nZcVHuyD#}U!1S$$_A%Uu+0EM~ggw1jsIjYbW+=+igUv7FkKZ4H&M zU*}_(|8Awnt{f0`sLxfD-+tpQEUdIg`xAG=l$Dbp}Cu^rIKO zKrwVm^!fvr~W9m2>Fp&ie}5Z!b7tw|g|CBQz-IX1#Mk(Da=;|%SRVh!y9ta zi+sK3#q&6eRxU_U(zKd#<8mz$k*yG82qL%xNsC_Lu)2yB6Q^M*snW1&ifrt=0>WA8 zd%l{*#Yl{fRmEVsV)PmIbt6-r$-{2#N7%R`NtfA|U|w>slH-Sgj5p7i4OIObMlR*u z!K`Ui(?@<*vhtvi{dizIGCXmIZ8AlIbF0E8x&3P2wdgoGCZG;T1tjm=8r-{G7%d8J zqDz%}0JNrg6@2T4E|g8rcw}Y5+VNa-a|WnHq1ySqgDle3700n*C%CBYs0?7$N?zVc z65hb)#POjOP@GX&fZl@1WV1S}A_ISh19p;AAG1o7Lt2$p{ee63t9(CwWq=Qlt4fkx z=!Hb&!{X%y?mVg$+dWCed=sLcg<~+7X=b{Qo%>LAU%^YB$m&$pBHvo}cB0fmv9j4b z$$cHouwOClL$&D=P$1JRQu=IsA*^nrlBHVjilE;YDSfM6ZyjQZSY!V9ZST!Ovd1B% z!9Z*Rk@(4=Jt~3eEq<^gT>vVz8~zvL63;MdOBLt2$kb>v;#vD`7~Qov#{%WXFK=@O z3l5srH%?Pqhic0cCJK8%6TQrj>IJ5D08k4$1A0dUNk3g!H%Ovl_sGQrkcR1yFWN~ckQ zVF##{~qZ-XD@3ctzcvM81+2w!%r zcJ%nmPqBqy$fR-Ae|3Rebe}dvpqyvB5C&iPa?p3fld{<#(;XIh;z+IQUND^NaBC)a zyNYA6oge0eS=RT~&!Z@EPz{x;!44-)Vxbn`zASsRmc8$Q0!X`p1vMS!8Pz|K`QCpJ z%SpjefEIGS@lSMpdRzWput2H4qylR$YWs^2&d21|?cnfP^nJXUKMS(Ib1(TQ!JN)F zvO*u+K2W*=)u0T3F^6DUX)>gd_|C!>X}TS#FST`J)30$ipfWbyzIw%Tp31d!$mSq_ zHCOS?zCQk7t|G7Qvyqqg;~fvUOTIn*W;N!l+f}aj6_X+JuOYE^bj?gj&YE(;BlFu) znfNFMDHXO0EX=~@8pyi_8@5D7{oo2k3xqZ%rPl8YmB*fUU0h}AFnt$ni*Nut96v>LE@7q$E@8y>`AJUMgN)-o)EDUATDve3S6X+w;%%mENn~tEF>@VP}yE7k8 zg88FW>O`cFX*cPtjLSbs-Ik#AwMN102YsFWQTNO)`z_2qOWTswp%IQ_ z`#YnrL1DR@a#{hd!ExeEB__6oj&9hx1^nmT#-V;bE%qR$)_}ro*h8Fgi^>sHCcXhRMX*&LrM#%F~>6|d_5$JbehRn@IsUl9dFT0mNmkOt`nmG17A zjt$a{q%Fy3`>F&-=NXMpO!v?;^bIyCtdCq&i-+y?4pscypn)jGv{64bjsoplBFoX!a)9R`vXUB>GZgF6mVo(us`hL(;8D22tz84 zxZ(uG!k-vp=1M07RkT;1Kq0h%$qUc0KZYuEnm$1xbzyoMDUOxJ8-6`iyscj2H7F$& z`~Dki-{yXmiL}B(O(Csl=${hmZ6SvzOlGU5U5F^_llneP8JCAz3ODD_iR4-$4YWHg zwaTA<3pJKf^bcBJvRlzaSE-(OvVC!l0<_3%l}MX~<_KU@(H+d--lU1DR8+z1Iqt`$ zuu(L;OTgx%#*8gAn)>l#Z`zSh$QYp@J(%}Hv-#35du1EBs?SVUHb&DyZVuFop5|{R zn>-@WJPPiD!0aZ}C%Y~Vcqlm38MuS^6ZkgZV(%BA0$G1LZ)+CNa<&3l)4A9&n=SQvm;(&()J!MtH8H2zTzdY*mG0Lff?J;HtOduE9O6mql4ibMd}nKx*cl@ z2r`VT+CuuROU^%YP2<)ip0VNDt<=yL@KMOz^AFXcGZ$IsLHW?MaJtmbpaeZw&Wd;7b}bohnC*}38O0fw5b zqR#4{-)3)1NoLA$s`os91xJyB{Vxo`aM+=c{&$TXeVn4L&tI_`5t|jWLCiK^luAd# z+NcZCA0;>dmXQPi%D4ZL;0ikYlF1ZHp^NBWP&{$k0+PLxTYe*Q7%I>lMt({cMteO) zE^-)K94U_g&e%dV(QESVoc==I^U14Z`YIr?PaG@bC9!40l06Hq-TEH_jvy&Aa$KJQ_?R#B(^umC{xYFvW6*)Mni916>Hqp6SYp*|v~b_ZjX z{Vg?P3iB^McBKlt#<{1K{Sy$~to8ouZ<1IZUbyjRDiRU3`Fo_mQNGgYAKI%eI-e1O z$hn{?L6j&$L>9AvI7_d(tCE%3+N6X6ktLzh#{i2_NWWSmWT(W!edk=!h{F{W=8 z_;s5Dpvl9Cd#A*ARXrlATr0%2-;GMO^pVzynC+`%@E~pX3Z+q}869Lx8rj)QE7|&` ze$6fra_32_>6z;?E?!S0Pp$(b<+>CocvvAzut&&h@}~xpY%F^=ty|H7>GY*msdv!O zbH3DMl{UW@rSY_HNtTJ1A3LDSdIu-$7!X` zg#oNHo%h1gV~p!l8(F87L!AflQIE?Ex|!vXKmBbpJ#hUtRF)@^D0&<48WwEHCSGSZ0zlD<#^5C6#JXwpJdK~n{N{Hf>oT>iY&g;G zI>z49azY7n#`b?qhf?zQXp1gLu&T~yp(d?LrDTkbQD~n_Cf=IRk8mNrwV{_ozD|BZ zxrd5BQhv|hPlOFucqW>(B#q{zt#Gz!6@0VG%s{O2t!e))%7Fyo+;X#Bk=jLI6N+wl z6izVDK>@o1Yr|-Et^`)!0{%)$hclH!xRd-IRF3EV;Mt!;Ib9t?Y{m8K)KTn>~B6=_}Y}0yNp!8$VBxQF0*4-ZE>BQ1@*?)f$=v$7`6-feC1@&Ay z)hT{x18f#m1HhZ7>af+;5y+HUtyN8BZSH@_lJdT8V>IjtP|R)cwxL;J4#?HVx)pFp z%D;=$czKNT?R81ztD~7iK6L4^n3bav9`2zbN#P@(+3t*cV$;JaQxrG*!_`bD3CQJvCBKw}wUI=)ELZ(xcxiew6AvG@mFD&~0{|&kAQRR4%+F;__#Jr!MChS$O=? zuD7LkK)v?irrfsi$W$%&YTB~AGr0>Y1uWFE*6YVC7l&6Qj2hRdrMfNQ27Fy|X9$ zI%Iy-)&A#jMgy=Z7?zo@GRXs?B$z`BXr|!H5n^f8$?1fd**RN}@kJpv1vgh$`(TIg3WOOfK5NMI}aLL@cZTNg9De8F=nu-3nzp)V1`>M{!rTu0dQhc^}_z|)g9mY(wOXM-Bp=5qxc7e{QL zy?$Np!EiZln}3)fHsJg-r}fWF)8lpcCLt>f8Yu^a(#l-{aGg=McXv@+oR49rnDUMr6_Uq6+OIkrLG}J1G_rikc9PAfj8C2RyhfY{^=V6!VI*@=F0tP0*J}Z? zYqk5F6FaOwiABRI?t!iZO0|I!cGiW(F8ylf?9Mu%JT`Wsn(;v2M_&ZsG^mF^?w77u zgvp5!4X( zYt|!x991YzHK_8gR2SjLx!61Oh&hKzpA_kmm=v+_WCQfeoR%?`cDj*6DQW=w=c`o< zm)Z2$o6@}4xAk<`OwrjvTV8ar<^Z|!B5~8oJ?Eik%c&XZ5ZHZY1`B+>#Vk0p>8^~9 zt|sEq^X-|q`Se~}$goxwXV}**3KpRkRdqV=hjK}mK~r#ZYszASyQF`F@n+t3Eu?^2y^edH8Yq_txTFMwp>&p2^vbTRNxzW zxe@M$H(p8bz)H4c0A9hn|J6UDMO;nXZ;aj(m5ve;tk4qg%$qg}3 zb0ZOi;u8{Ap@stjF*@ohjGY(INQ_A@%TnVkm|Kgz)6TyYyDf%o1DDyvO&gu^fOW;= zoG_=xCZ1WnM+dRz^^l4%@4fttSPT&RkpffK0ybLw5FDBu{e%(f#4Wht!RvvzdP?B9 z9itXH7E$$uxoAkT#{9leC^Vj5mlAWh+g0%c&^t3b<&#CL+*;X*O+|iPFfJk@0;f3f zo5+*h&nBk&mpNH6SlIujHcQS}z}f-`e9(@zITH#DeT+f*_Fi@sUD}i1>n1igRcWzc zB5cBd-y9AE)is89KGj(z>l`$B{2opG1B?L-_O1z3pJNmb<|-pZz8+G4+a66nqj+F6 zSrpJ~cD2om-w{L5aBTtb-`x>J35QQ;KD_96LL|3)xc72D-@#hUkricf-#C6)+`exR zCgQYJ)Oxbs6(S4FV^R$cCN8v~eThv$2HA>FM^XYpWssq~yB>I+9H}TSy{EzX%SkJ1 ztyy@%OGE$0p=C-C2!zU#B~ zsBq&pTwbnFP)^{=KT|hZsno}dFtf9@S3QITt1&kdw-SBgF2-llORY| zoWY!p{u=mw27fT?m&lcBE$>NSCFvRJfKBdpzN}SA>Q`Q~lak~J;;KGB0dAi-6kidw zJVL1iCONjesBG$V9}%YpAA6SPDVNpf@DQAQRjfB;3nSe8{1%`R4c0=d*~qD%TpIQ) zrhDh}I&xU<9iuarbtc~TaM2Etq`hgnq7Q)Rj~#d{FDF>>Eac!VXG1ib3yP}unQ6q- zH#E@J6SHn!`bo{k=nno}|L9XkyrakU?5-`>9SYh?pUfXE+C~g64KI6HJe$tug5{Gg zw6Wcg$Jz&)9sBc*=cdU}=)KKT7BE5rd8fzueie@+Fg=>|bb@fB!&Co?m%CON_~Nht z*aXCwFcFO*cldQB5V!7=&iebq>Dw5kuge9HC@BV!F;s+{r99zGw~yulQW(Hri|+mr7NB(#|GIa)48-5mO%>fv$D_r;D( zt9N37ywJ7hMFCszaOLq^;Nt*2Id;h_)IF<+GlJ*HRC9y!k{h0$1gx&nH$%0<0;E87v3%;A z|2#0hw#161d&;~E#>l}dZLI;b+b(gR_kx5RJZ`br(S-xKb+Q6broIJ*-~=g${`tmf zVgGv-Xc%HQ?|aYN8?!g3(i=oa8Q-=y6`#yi9rp%!#XUAK5zkjw)tn1cZAO_rXOc}; zncCdHWOp@?4}0JPHXxHM^ccsQjpo!&yEF1O1?v^ENguk0EBRBO4H3*WAQ#H;N$Oml z=3wZIEXjTLIj&R=cOT(T3i~nJv^#+*lP0|XF^=w`aC#PymWHtt`RrX^Prx!aEvHMQ zuKhK`mOU;DVI;x)$9F9I`LH6wW?ed_SIEs5AFkv26E;_TuEX^zTEICd8wx{jux?fM z0hq+Jk06i3);U$y`=nVQO*bs}cD%x?nF9}9gzaYDHk`>~nk4*`(5vww{(5EFbam%{y{1sDd% z*hO`I*?prD`Op_sn2c(EpuncgoQ~y;SuH zFclOjQ6d2gXmQlhn?U|V*v=`BM&AnnA+0#}vaWCL55TE3_Ee2=H9raHv)OR+{72D7 zdf4Yp?rTzC-itS^Misn=Dwb&T`ur@ma;bv(oWnmUPvkmZQSOdIxgDPzqL%R%6t}tV zez3y+E(vYfPo~yq>3DvDYla-8FvXZm? zX)|OrGS=LJ9Z(_A>srixzN2|7Ju` z7(6PI9V#_xzUaTu4+V%{Dqo zkGNU^Maz06>)6ME*%cELZIPEx1w4ac~j+-{Df&^Y*3!*ysUHQmh&f!90mG0GVS znYc-i8c*cFRSy}G{e;<&JO-(tQXaE`QRj|bqDfD9!vN|Qc2}SvK!d>W+EU8;Z;k73 ztMBiBcsqo=`c^I&z0{lqTxz~hA~2lP^!+71Q$|e-(83UT2^A`l`Na;J`Cj#9}oFxBdxhsSNug zT@a%lK=Wi#pn~Y~=HlV~&I*o`Fr|}$A2Ni=;y-C10lv_`BO>PWCyDlt<{B<^BPeP9 zwJzRLV2;&kY;>b%ym>l4#TUQ_MdyO@XZ?{}Zddz^%dQBh)3k$y*;io_>a&3{r~uXEsqY2#|0$hMb3fszsIbmj z3cwS4JCY@l7>4-RQw0=m*|XMt{$DGD9fcn#(*#1QrPj+qrVT$TOMvtqUHl^vAbc2g znp42%UZ>LYWL>l%o`?Vy6&PO_(t!;u0T{o?#!uF6C;>>IqfCFzWr1J`LozXd9nfKu z4As9c&tJcyRU`xo;EfLydi;Z}^w`b;z+FxS-}Q?i2Ph)|;qYt_QbYzCQGJjk+GC6z zaO&l>+@c3b!juXykK=_kgg&jz2o>d!-F1H9m=$n69?PW`^11hGyth;}=d z>)l}!Ai+o^gxHsN{%W)_6i>gc2(&51M1fi^)F{m(*hP>v zu(@4#3MROp;%=@};60T{OXsiir#M}5+&&Ums5HiCxr@I$D<9c{+}&anqgyQ(p-jUI zLT6L)30&RLL_YlgZb!v{zi<^hzw9@}b^^_4WKl0N<|>WDETvue#Ds?uS#bve z*KsdWgXkdx0s_M8LEt!2+y+z7+^fcX{IztrJU~hEoqscw&@sUWz$bXc!rv5ObR#Ng zT>8ZV7v$f!`|3;J(ctoNx8-WZ0h>Pj7=`d!EQ`@j|!7+20nxORNAE=4>Y)klO607Z*w;%zBL< zmGg)5YAlo#o9c$c`=>7+?yrRQCZT*z0*-bdhhH2Uz~Rc|OK(Azy2TpXfjiB4;;Y?B zGj^91BX6~r|u+B$867s)@En zJiibZrww`SKrJS>3o1iJ9{@<0GFVNP*02N7d4FpNXTy6eT5*r(5K><(s{$JMny+7S zyBG(+<`zzn%T}`hVuL1GXzq%u~j_+5Fb5KR?6%lX+H9AR60>?`4Bctoj%|TfSATHwJo>e}!Tcui zyMRq&E(hg%+ypy7djLD8#c}}Xr8u9zXb+6Km%*p>r{2$jc%kSBKb1-fz?4e%pJ)d6 z=9SIZ+!xH`Z(aY|nQF+F>I93M`mC&~co$A=eK?`cpcPp^=Y(a!0h&zW z8jWcw*aeU-c)R?&eDb|u(ROEBmb`;$q7;@RR<-alqs>M-K{7&CcX0XbIZ;u^qucl( z7}aA`Av0_9Fh1gD=PN8aBvcvjzK6lj(Z~>3w=*Z-4guPrsAO`Ll8Vth|zamg7~ z`Q3$-?1(#6&gZpP4jak(Xz1vF|GR!F4tyoE8qD*=y9Y)eUPRsfZ?xQ6;_p(AsA;~g zyI^@&*~`G)?m>h48IP0uwWFJ3hx;S9n}dd30Dw`2M;zH3q$2yT{Wr2MFfAR7Pj1_` z>CbzRRf7)LEK>}l)qrn}`3;#t3r-}`!7AeC%6`^s@91a41YN%4LL;10mfZE^v*Uhr zJ2o*A3V!8p@40*wpVndij&={!mg8_`Dy;eHtG85{AekLm%^uGp_2Mq2Unm-TaLg0a zYE}tdGN6MMh&q0%WMYV;+hz(h&5Vzcdzs&Nn6Url z{7fhVe&R=J12~)g>5@VJTG2Go`+jwgxHqhp2+x-rWsB7q)ONRqlRA_hPU6_T z=D%`Sj5Ld~1DYPMgJl$sP7Stm;0U>7M8fB7k;$#ceYo;dEQor*Bz}ec)X)=GS3uLGF0FQ4d4o#i=%;lkGc~86V{W7iQ1m)wVk?`gY<1*%^3j`R@rr4rG zYB_)JnvsnLmQRKG+jojF7V0fWnYWKln$JdZoZF`o7Bz2=>MI;J%I?5nVJd)iOzXba zlh?zYc{o)d>Fb}qB6flE9Ug^lj(aw@J%$dl8j*v!#?UnW=8_4+l%=LCUtn(sweuu6 zYp>-x`_be80bU-{8eP>d87UHJj>G+=kCu48V{})D`8}k`?>9C&KxH-4E>ZWkN7ybz z=3^}35hQFX9HmdJGR7QE6G*i9Y>tvurB!vzF}`&sj$72eh@?*EP%vz!E%h#a&}=*y zey|Wbq@S@bfi7F5%k2aA(zXpeur89B*D?1M!AiC)(Y=C}q~ot9FW^3tn-%>p=8>=p z)$w5lR)A26@%MM@pYB7E*fU^*Hb%og4bV%Y*5=*VI6wLuyPDEC-A4IxZS1t^{299Z8z58a5|e$(i(UMK(@M-voZ?}h z$xEg6c~~r4rMr1*>P`2VVzUY^?g-J^7Rz!ya_5<`qeOOY8@P7I{MCou*5Ik_7LRyB z7T0RsIRCm){fZ$9lCd~#mnb)O7n6+6z~eqqk@jZ(1Yw+`S^St9jXlT5$)+B$iGjL~-O0}K_NpX4P- z{%1S=nE^rTRGRYi9bg`)U(jmn4X(clboM&uYAc4crA^6~qY-j=y2nJdO}esiE^YpD zA9hzRteTds-SaeE{{)c(2VIDEb*JCoPoX#p@-EGn%kg=yJI2idy|hl8az2{A65V7x z?pZu(G@BHa)s7cLbu1ztImK3zTLS^rsGuH2ZY!yr61mSwQ4|QCcY4&oinQZjhn;N) z2-&aT`0DPNji$K){8LO56wl=b5?SyEvH85Zpp0CztBMvUk20gcs@UY*(bCj9NuSFD zAv}?lSd$-E5bmG9rj!!PB(zVdk!2t3%VMOUi%nrptmG?Pz}c-V@mynY>h+?_k(LC~ zW4N|EaQNzjiPT(MgLj~jl~NlAcgrdf>eO;ao`fgmT<#2x`o<}B^rzZ z7>a;{3xd-kg;s_Z_lxAqqdO3Tsj0=+@MWkbA(0bjBXH=X*pJ;Ei*KE==x}tNTHZsn zS7`=)>JIym_)nkXWS%7uYoU=Kkq3N^2D7{rO_3y83#Ip4jEiwX>^>S-x(n=u!y5+M zM=f}}wROIL%TfD!BTu<^#*!ZxSOFAPTJS%fZzH;(v^z2}v`V)Xquxl-Y;p7|b#kAc(SUn{P|hB9DJay?O~{0G`)?2P?JDFqW*8ewdv2OL(?KYs5ntT7`yfQMix z>MQFz0dO-zhL;tgg8r#$&!CIn!-V!}b+@xSQ}0gQELG*&;clvW8$GgUC#fhVQ6yZl z-J=Oy2@Pp!v0+^!6C$WKv$l7Ih*lpC7rcBM7#hCMA^v&r{l4szsd;Ojsj2aqe*a*; zTFMDDk^-8_605lh&c6XX3LyZwTLxI081mCGjh__|6lA^DyJ#Cni%Kh=R(W^gO=F9P zDFL6aT%35_|19p|lN#ixuR%NBNpP-YFoh>uv&9==I~2aBarMXW5e4U9lVoeKy8O)TMt@tB>H?E-?4D;q8q%|twNkFkv+Yrv)Gkl`0tIiQ zrjf1NXr>Bs&p&-HL6KyzGO#mWsO@fHhCfGg*Z zOgM3(_*RDTT3uLN_LMhyZHJxY?T1Bpau?vZ{Hf?C8`lNAdd^&U<77=PQ1xMdi(so+ z+d1}&M<531;l2~k5N&TZt8~$st{PE6Ig-Z}cp~`cfOBIP@wCBPRC< zx`T=Z5=Q&y>hU2z(z#6BCYcMOnnq)@Ij;xEz~hN*b``~zai?3>0*b{^T}O4JWM?f6 zSe~qAM@E*j_e34-w28QqDcqT?8oC|}`K>8XYdTy}0f6Z#R}X@0Jq(^=uV8h#$*skgq>~YQ3H==#{Jlv_sP>Q$F?@5-X$LF% z;n~M1r_aoiYUUK~7*cnE!mr7F6XFfu^^70zgdt;}AEl&3;j-oFO3h%`@y2kO?DB`V zMXv;rxLZ#-9!`inXN1jCpPHr5aEaA6m~srLl#4jjHq<$uFzEf3F~Fgr#ISbc`wG&Q z{Qiy6(kzfIBQ>TzmsA4XA=bC$PRnS6%74za77f-vc#22$i zmn0LeY%9@ve8&NUhTALwkvIh2kgs+uL8_5paIo1}5})-nywAPi8&?Zs2b~zvUM^;ji_kV=t4bo#+yNa@^OD zdOgk{I_Jfc5%A|>@rC?CHY%fKV{uKJdoR}&M84{Iu<{~ji)g$vi?mkBw^dH&@OX+w z#`#;!BZoCY2T(9E-5zoIe|DuULNLEiArf*~NL%M?OA^f#>ZT4H2Qf~?dx5hLK!(vD+{C0zyOztuY@b7Ug)j_O}Ei8&^wvu+vyex$>CeKU&PjQ zYbw9q1xGlzq{P>>bx%B)C(sieXc>2qsNF^3yOfqKH7+gIL+Q%@(5{$kRG?p72*_Y@ zf8~8;tlZSXFt3;SRbb_}PY&fJz4}dbmDykiQ3DDsxfP~)N6|TxUUNyd$KC#}Yc-RG z&!44V1YbyAQyu-Jk~XrXK_8!UP*4neCUUagU5j#G^~uT-QWiMz26(ip-FV!YE{ra4 z0N{v7JO+5+Oqo{R77I8)jkGl_s-%hw^5O-x>MQ`PbGU96X*mHTw;>Dumg77I&~5i5 z?=3wE=gR(csR*0du=?Hwd0ZQS*sM*0l*zKS`NZBDw{lha(Z;NIzrLDujWfnIRy6X*Z10R9qY|GLum)GU8NP_gT{Y@1;#X{-*UJ{Z<& z-RJ~UgQj;Ifc9SVs4e}nDCYImjURp+Z-TPv0()D>wr#=d;bwHWSr1V!fNGf&45bOs z;~F!@l1&#_GdHSxvv5=d#{$1X zs9MOo0)VjiukyoM?O8G{BLHVBOr$~dc82&kLOp&~ChWu|G5*7>{RyAL%&6n#(sRp& zoTnzkG5tVb$?y`*>J4Bi$(3oJ|7^Fqh7k#1 z&Tq-+r|TO8)+mrk?*JuHwL;(w+*&&B)3D|?iGYWsNmNi>S*k2Tv;#nP-45yg5=qfd zl9`6^R(bqi%*HcW^E+%l6l$*|k>toZ?*%&&FQBg=zvhqO*i5%FrUx$Yu+VW<&_A@V-I`AC>2bpO1+4 zx35r^n%%t=@RjyW~9JI{{mE5=lVo8HZps^)!2$mC} zZTbO1u`AY&+6mADQZO8MAVJmVJCf=hV8AR*d(f=jR*tewO`)Rk84{0t8SnxPwMVljsZ&iB};Wlzyf7a^>DmgoaY!~}8jY;_h z`ZZpF#{noNHYHBYS)RNX2V}Rgul(<)NyumjLc^L8Na%30EHpp*1;clc9l(YtEZ~9m z!F_zmEo|DWzD$1t;5RdNoJZvEI=XK#x0>v8SeMP1twurZnjxKr#`ZvBxq0DQjo?Ix zn*jo_4sHOSSuJVqT>``1C*4cvY{bpwQC7<|bIs~q*F^s{=NmrnqL?gBu{VQtBjS+>DS8uv|X@O7E1Yv)TFvi`eL63!T;*rIspaQL0 za~+G{yucAN6W3bCqW+wv;Nq93S4X$f8u%&i;-Y}4PPU5GXPP?45YUR(fZ{8i&m!pT2j_Q28+q`&y3;)XvI@)8Se^Ynn$F;V|<*EV7>;QZycwN(mnKf0@88Y7{2;LjY0bQ0mHzA z44usD{5b$#4Ra3}RzV(l7Y%V!ZSo%W6rn>vm?e|FjPwm8Fi2`~SRE*>j&faz)2cS* zP$jHP+F8b)BLnSwX_@nC@wPeG+s zrS)#aG240W<{OWVS2jY_yVu`-oOW0wMv*OO)g4K}s|o{pqFiLp%4BMPGiwkNa+Fw| zl!@26mxLInZ#PfQu`IQbWiN|Bgb(o4J1TMV|70#OIj!J&obRAe6?eAASq)C?%a$6N zv^pOx74zyHd2E+??S#~g_APHokqj`c3>sbiGF*)y4@M{B3LiPwnIA9G&>v$|DAnpg z|GGlife|0HR^Ap#D5mMTa(!YNG^|}$9B+7tva;*5wvKDV3lW+lvk(o4 zjqkIW_hMOx@>BTsy>q5O*TY)q#A;<)W{H%e38fm@gdpi0AY1i;x$az%HoN6MD=YSW zuy?hys9UAN?|22*D?Tugx+~`d4o5pP4+~VcN^V;w@U)2yyu*BM;(;wMrStxStZ{Ek zA*EH@VUn`=610Y-e*+2Ld~|e_)=SH6di_#*^L{N+>&%qVx;vy?TDpX1Q}$zgl$K%t zEREkCqMh!-C<~v}>Mh$S`O)M&52{%vd>dfk{sNaC?`@z%$-KoIYeq8-jP&Y?JdaUtrSC$#8d825IEYFD188O@2-M5 zp50jRGRjn9kj)4gJNV8awZ9){fa3akx;P;Ol=d2Z8nH{hZ|8G7fn)JH zy9STdLCFJeI>nmld@v#iXMVOFY6Ingt@6)bUnG>t2;HAswU{2jO7~PLV)^%HKzT0Iqi=l-f4E%ErjO10ppUhCY41eL_DYI2=&f@NNjYfZx;|@P zr=q9)wB@qbMd}9H@?b~3-uC8$WR?Azcz8mJsco?;U#j&8@w17=bO|fd;brO_A<}w* zYE|8w7P$Hufws_sP~5vCd!3^mDr$xOQz>8x?J1(LFADNnoEZO*MF4d++-nIX?CBeN zWaLtn2(Vdnp09Yu*74egJ5}IY^^Hwst-NW_lpM3ob)UKkJn9T@znh+>!!cfF+f%Bd zwiLtElW9NsW~En3)g7|_R9m^LtvSy+&^NUDTVo{G6?1a%>%ldxjYqy*`gooVobw7*D`_#MgA!2{Z#AtNMese|# z@x>D+g~kr|P(ql^hs(J(Pv-gL zQTBtVWDmKfE|Ty~QrFuRR^%^UhW;FwPVPG&H60n3#s;IX#}#qLTP#sS!r}~2Hf($j zCR|_B(UwVqC5YsGv#*&Ir{AYd@*MV~3z#Gy*XF%uh1u-i zNi?XHHeA`$1SEZid8|WH)}XSI#*uK=X0t@X01ftNm{*wE*kIO_nKavM(jA0BC3T_Qa1WrX-k%Yz_{4t9b6sE)G+Tn=>NP%WkLdqm zxUW}@-2k(>qZxor$kuUb^iK*PzulN&*L z+vu#*tXE8gjZJE~$6-xB>2?s``moR;<%a*KmNOGGV-d{_-XYy-A{5Z{p@lsVsm+1# zG95zB>*S^vPsHo#r^iF3mv}rIrY^VQ^?;)}VmB;yxUl+RWc58~R-fQ^G)k#@_PZD1 zG4>>ULity=T@JbD!_odq807>ft}jAtGMzfqqE7 z0{6J|29EZk>HtbEK{hXs-?pk|b%|baV9@M51ImE=Q-=>aR;#?Or3sVQ$@oOi&x>A{ zk(+4kJ1?I;D=KCxQV64(zYJkSWOy={5uSVBk>^MdBZehj2}wF+cL_X z!m%yx2H}jIe`7Laj5Xk(3GbvVPA{KI>ow4Vgn%g(IDkG$W8{kdj5L8pDSaKAMVAEA zvSO7&3GqOT0-uK#2^@Wb!;0m$5zAsbLy(d3&3dNHM?=VbUd_r2bW(bkyLe1N2u*9A zEk$YF*c1T#F)kJB#iTK6>yb`?OQd^qN}F$`X9CoZ!6G*oO6ZY^!xbt%V{K6bXNUM~ z2h72IEIJ|AZS!RZhVmeuY|iB=>@4AnZh1JF1iM6z{SM zeA>1*nH-c4i@IHQ#)7)?&|$ZR__$7%vpErM%+r>1GHzxR5yW@NQz`~$-qyIQBdH4g zPO--q93DsfwU%rV`%8raUhkZ}t6!Y_l)s2M>z>s&H&6W1!IueJ*uR~qUTD;K<~9Mw z$=U71%GS#z+h)#F>tGiG@7;b1U%R;gPn>JjoAFuG0)XGTO)3OCJtRuBv0QI^)~$E}seB>u~QG4Qu^z^&kn7$6=DN#Cp(QH5g6d1s*gr z`dxo3r51L^=Jtla&dtl~H#6Zt^^vdh_;^EYsvc`S(h{RlzGh&>qp7hOWkl}FI01CF z?RFmHD8`p@S`)vR$V<10Q}zTtHOG=6de{XdOs%$0dv zYx~TCANGW_AxQ%JI7PZwC^!2GVuH(6k^Igt#B1+Q7KVTt5(#UAOdiNkzB)~~(qJB8 z?><5Eh#_6Y=I2fh!kLOKC)CUU@@r5QRwt5qST*j;x}Lt>r%&$}Tsxm>FKqJ8eYp?j zy~90~e~E8vc6Ia+=6V;qEX?#eZ^))ngCirobziM4JFw!#pw|76?<~~u*{%P!onA@X z{tFN9Vkv=-Z{@Oknwc04;FTsEmD*~{b~+l|CL_%wb9FZK%am^Xu)~n^`E7?3qur^3 z%3iEy?<|eyQ^TFJ2<3)n3sl;p@0EEqxaRYWwV|7J@ock_n=6;)zwYM{zS~x8)fZ@^ z_s(GXzJ>7W^`QYpva*O88P{7mSG($lrlEn~;f8HIzzzIX7MpJ%93Nv;(*}+3I!i5D z$S%VI(pwJ-mH@;EeX9F{z!Dbq&Q_c2&aI&+Qa)PJ*Zu`{nC2%h5G#$9oTW7=Yv?L| zD<53OV&nitBMBWM-t7g7*>o+Jdv6FiYuXgOKE1e#vnkVR(Hpuoq(!{Eyrl3>S{ud+ zE&Q78Cl~r&z3$cFLS-a%t6&`9Sj)D_)vOj{H=D^9V~!+l^XPRa?CS9p`!)o6=&eOhdUY`^vp$UtRP`d?>pMOB-MD0oqNH7!}Q#PS= zCN5dPMJHbV)gQ+LP{;IMCD&ia`XIHTu!VuXL!RDN{)ynSSu{n?U@W8j8Q#1zQ)I%{ zAQAwz5fSNTqg|W(0_+K<-TRp9m8sjr$b3$5TjpF4NwD&E=2R$-*MX+fL3TX@~K<5T83i!wv*6Bv@leRS3R57dr_l6*E7uz_S?AkZxD%Zad>P;D#$I-2oMfHtqyX|bIn7Uf6Ohtqv0>Y*lJ!*RH z^c*&*UJ?hJMr>@vonK%AJu%?Iw*1C*G4x;`KaYlJxyfDTdScW;C9atLMbuTF_gAc9 zGU!M6KDF+z0e0MyyV9=$Z48=Jai$tPp?6F8jC*D(Enk^&l5c9<2GM~g1b} zvO|{gBOaE5@?<>?dfvrZVg&N5SqcPeblkiP#*c9p)TVB`r>Yh+1M{Y)B+E13o(1O; zBrjZ~^*N@@r+zC}cc4zDmcNsT>>lH<%DpqK`&g`bb|tjUZvA3#;`g1=*-$77we%nl zMY@rg$>a&hc^VZP(nY$^Bk zuxTvWJv6q&@va8(ix8S@k*1Q1saxzxL6RJsYW#2v>$5ek5f!|!brLV3ffB{7UR%Mr z&)E$gBBmD_F}9$;wyt+dgPm6y@7I`q6UfYceha3<0gFu~|3AXM0w}I++ZGK@AXsn+ zZh@e|9fG?%1b2701cC&2cXxLQ?(V@If_w8f$L=}rpLbss)wR;3x;J|-nPbc`=5$g| zsXo1_b68$vcf5QWjpN}gLVTXpQ(u!~mV5n2$M`LLh!8lHgjwfOb~a<>yMsi_ye2;ziyWiR8XnJ5BJpUczn`EY^{g?R_j}iyt}z-B#~=cQnJ2G{7v4OSpa- z>*-<3cN=wMU?q#Y57v_`o26mC$8T(dkHt+oCQd%w_2BZ7@UJbAOsrB~G(fvuhVjx- z?AmW18*B(s!l9BYT0_F&rMjprmLQuqQ`cNCcenf)nys&|Jy+8<`OLQJAroGx7kxdM z>qC}zC6!pDa=?5wayoeA7g6rsdu1vl6l3$OCXS|>mGoT#GM6CtdA6=N#(*vSs7vk+ zmhgOXn0L$<1)XL@^>Jj5G@fPKEp|oC=KhBF@v|aDMEulasM4fF^>+OrhK*JbA&Ux5 z%1tAW;J0&}IHl1$Z4c$LFm{4^xK=zT%2`YwX9~K8+9GWuv0nVFKB` zFIw-TpFJ(NyxvXu?)oAQ+G9%|8c&G8Fhl;88)5=9w2H)Sr8wR^uvF zIrGEY))pp>W5EB!EWd#l(KoWp10?UVC6$X!Ob^RS=ha6)lf3gSHL2X@UiVL9wOoA9 z!c=duB4*)hJ+c_ad{`V|x;)f9qNFFc=)-SdvR!l~@BX;3x>8U&e!F$!UiZd%d(aVw zZJjRkV1QP^cD*aw|CgtXtZi?TYKc{haGzSIc;ab6!2|ijSgKN41QDb} z2qsdGpXBJ4Nzq*duUov+(V~R+vuE5b_b;t=h;cRFwdaMT9TgpKigJlM(!n`S9bEdh z@umJ;-|Txi@q|(18~3L5ss<2mI(smA>l1h?SKShM^?lRTg1g13b*$8My~%1o+v9N(zbIh7ECMR>UTmRYbk{pIqYUqle6xPrQ4EW z5?_tY3paltN1LlOKXdT`-IOp+h@UfWR-YABOI0N}L8^lMzG~)L^7|Uvw?U?!Ow~Zy z6}7vF7G=6A@^8cFqEX1cfN27uy6<%XzdvF-HHX+oC|^w}pC_DDl$~*}wTi&`dS_QX zyC1*wX!F5!`S)*aNphYGItBaS>_uq`#iE1G`IU~K;+}Kvgo8bWjAJwC^FIt0KH2sj z(&bkPweu0tz*aQFXG-yRO$J+>q}FQ_W9l0#*=#>>pE!rNivxw4sW2bj6>7J-skz~E zc#$sX7?_w)1_lJc&hfJZL@1RXokk+u5K&WySS>dYvvMe*mw7&FxsWcbIeHPc18zW@ zD+P5}VZW+&!S~CMnPHTYIO&-k9enF2rQZ-DNKc(oPbWOecdpv}pi_-;xK7{v=*Q>J zkjr)xy7(Fp$QC`5%IU0~$6|JwjxscBM~*uoraQHCq#e%NLUkMcJd%~DGn`A+HGK!P zdOUUuLPUs&w1Sv7zWFY=G!WBhpL#Oy(eEeE%0z&QDkh+jIEXL@9<)BWZQhf&X^AxY zxwnha>88&LM(QekBsDl7;0;a2UfBxOY4U3V(gI{U&0+ssVw#UQ*MYHQUUzq#W)nqB zo@d)^)1#eMr-(}i7x%RN#xF1R({=Cob-!s}N2_Ut;+>kCf;C=vbW zA};`F%07j~Wc=l_Jaqwj+7c36rFGTfEp>s4}VYx*}kBm38>D6J0WGJu|fEVtl`yrfr7BDS%``iCEKn`lLMc_W0`VQGl1!1l6l0` z!Az+zQ=Uv5Xd?aOTHa{kSiD@Tm}3TO4&I!g8l%kp0+gsGd@M{_S>m9ok+%cnrX zT}WlKU* zNzOUQscyJ%ubtu1c4>Qz`8A>SeC6R<27EBoZ@ZHo;sStr=KVLsvu50OTLIdrtj3^` z`YtYCNJtG7UE)P%V)T_-PC>AI#peg0;7|9gfrg9TZuxo;vTj0W5n>dnuq(I%E>D~GS}k~ zCYug~st_+ok)gFhJ1gtf**I_4VFqfNnyFJb{&PvaFrsEZ67OP*5BkT}yb{NcWbI{H zjU4S4K&1)ULkjir?ID%I=Z=Y(q@*Hz#x?r(v?oZQwq~qIxNGXXygymz>S6kdTFbO^ z&T4Dq>4<+&3+?HQ#YVec_ctWixXV5a5X>*nDxkTuV!NKkz2m-FtKQkGkmIH27+Wn4 z=W&VduLf|RQ;((lu5oK$pudjt&`F#@%Et@WY+V!oSf|# zYnAp@J9yDc$d^YPN`E<6l*eeMQg?c*053X^Z;-mk zV!C-MkqZ_l^|oB?iK+H*JbIo?`L5mc!bxvnA}o(*7G3$^qwBdfm5TwfmP>)@9GJKl z2pK)^#Ql0t{Lp(%z;fv(BaSXfHkKM=f3H$OzTvS*mQoLGHynO>R&ibDiG;Yth*&9> zI=0{|N>`=G{na6x;bNDtMDF>Jk-m6*V`XpxU$#-=yoyBT- ztGz37I7^#1d)zb;6t+~LDyw8RQ`mI`O#BbD=L*adYpj(IBXK zImHN1t0uJ?aR=&Czb~mJKu4!MU1+J(H?;|T2DjkWo6Lb@b{z~p_qy18?A-t@$Gquz z&fx8Nrf<_Ze-&gk=1}D@-){^FK2&CdOD%$m@)tw>zYGi@Uid<^z%@&6J=Wx>RO<(l zZpF5!skwSs%hiUIA7S{?v|PrS&pULS1&W1H%x+t{i%qV%zpe-}KF@hAsY`44j`H*Q zwAV1OyNpZ3q{IjT!s%?8XSPs)a}XR!V##`PXT^nM1?*bX=DNg{EGJ|tw8=7?It2WI zfsG)~E=^X1NdtX-)BPyIySZqrk#tbtR>n8l8gt7eNkoRBs`DFD?=ANdV0 z>LSpXFO84zezwsug}zM8=X~=}XAJ%bxakTN`Y84vtlMR4^9JT#>9FB1)}!w9qwUwT z;C^lt2!t1N&L}yvw6tLsl~|(J0BX*Rf^_m0)C`gu6CU2G_l%duK+mOea#Ll`i@&0| zSABD2sZtu|<(Zz{)Kv?H5WbckcQ-$CU?Y?QJnt6bfEA>?+}sHSPtkF@4?1}BxgBv* zG+#;-u&ZqFU#?8>5kiyJKj*&F9VfwFlK$&H8bCZuUU-??eU>)|;QkKbqGoH`L@z$nM-FMj(Wn z`OeaJOZ0ZHb{$3SMqEy0C}zJX?2LWC+Rbh1n6#}%iVHUwV5xLfX`?r2?XT3VE~>k{ zbZ8XmzSuo_E>~m8>ra3Z7ndd@qlTmeXBa7)mHwC;yrPo{M4j< zuX=?N7+y-E)c8fUf4mBDG)py=gO^dYGQ!-fof$qHTr0)Mb~T~14MjZ>|*SQPN}kz%i5Rgeo8}HwDCLr~=JqwHmdlhXo$)=2aaKTWcY?z59Uk&|0oo z+0uJ>>Opswhk&VAYzg~eCa%!M*p_*QV52&nPx)E-G%!#Bfcp;HdgUntNr&llI*%E*v3AC4-8P9gEWgiM^=RYjDNz?Lq7IB*W6LbL2-p2 zLb`tSU|vxV!`{H9-H*q{uDky+t^n>Iyb+!h*w|q>$zW)ExH_1VX1QiHd4chw;M>CErnkrR(ggf1PK#yx&z0KlXLR6LoSoUE#tSzb{5 z{5j`yVnRX!Crm*qL+9Va3JV4kzOt~h%a%nQ?XuJ3Lf^?7>hv{pJpg< z=Ztnjv9v30^Q)ENa(~1u?Lz^tWtdq+nK&2!NbgYgYDOtlq8Yf$Ckp3eD~3}xnZqeA|m3+JUu)tO2B*3AwqNn zb#!#dsAW8>*I2HzF9UlkK^&S|{Ck!7 zlNE$)a}{a%1;$SH%24V3sYhrD697V(_Wx|F(Osp@ukjUs3HZUFG}FO&nO2b^FvdcJ zd_k*r3Yk@vk?Dk~*npj!@`?N6qN#exZs((&zzXoVV-gZRJrby8@cE{Ulf@rHJ`nAi zPc1Fsj_o*&>Z_~c03{)O;4!F$($dnLX5;EZFIqWRS(WWRr@@wq5>Zioy^T&jnfm?# zE+!^LoJX5rYk!?Qow(%An*b9-h97*k)cc$R%X{OEJS7Vqw@L|g^Xkku0{`D8!OJ{g zh8VO@)ImKv*|uuuX?I0Ha83W< z;NZuPd37yXp~=a(cXxN&maxb;+z6tbll%?ss4#t&Z`(NrK z-hOQlJICX-eR2K^0*)lCwk2l8b}vh}EJG%%5w1$=6KEfi`8r;2|*P5+4C5OFVA3`F$`ARkFBj>b_ z)n}yYy4x7pELWw0^6lB<;|ze43GeFQs-}TlBbhdv^rKx_EXNs;5&LV?{@20JCaCk= zoIF#!g{OoDA#rJ`Y<;g)#qp_??@Gq5T7ZT-7tkvz0L9I#TaK4!byZd0l2K470DcYo zrEyxE*9f<&^U1$2#xI@+&@k%s(=`Q^nhB-=J$b3WhB}=kjJDWr9DM*wqhc-q6jO=X zPod}LPR)~i`qGy6OFkgO@-)_fxDTJ%k8{IVYu^-Ki7#TG+4z5S1rxF+5DZ;G*kt8dp5_xkYi?-yhx2 zDyZAUGb@)8mpCH$%bU1o>s!wNNM2qJCLv*AIROC(Xc!o@=W@}CR6Yv}+A|7D%1;)o zmo=^LVq)ed=eLbGuF61S?~V+o$yfsobVlf=v=6WheuD4xi^?C zKg5R*AJDO|M9IWsh+e;*O77A!HTnOxD_1Aj(2)ELu&Iz&X0$G;p}e+mR58@Ew07O< z6^kEHVg57oW>I9*h8{!E-^n;XTG z#valw{2dFvrEo1wu0co7N9DYk)z5f2{ttEI$>kB*IXRyXo|cK4-rtwus``wjs|!3N zvmulAtmM(ehfn3Fw}?(mR5H8leGK{fb%sv=e4YR~-TOnlG(dSP0|<$&JUwrU;%4%f z-qSYu*8v6I7#tvXxYkZc($_8U_&$|${2(@T?|vq_#$%t$RO%;???E`ec3F9cNqC{} zazpTBGQ5}RaQlJvCN%t%Jo+ZH05B(I=A zHUxBu^$SXcQjHv&BU@ub)rO=Q?shB3^(ETD*1FTbD<3(|yLuQF9>6Y-7M6B*5giZ`a}j{A*Zw2hB8M z$j{*+A#noE&XtD;^|8Ei8hYY7Z~&Nn=lt6F{?fbJLfsZw5#wwC5OlCvO|7++Pu-3;O+Vhsx-(q z8H&TdJfGKFd@t#GBS-~iz1+Y92&yah%!7pe8OLCzm}H!@;!2w*Ei?73C4RQGu-ejk ze)O!W`-rfJfIEE2Skf}7^yp4_um3xm9SMZBt}OGL#Ah@a=4{N;rZ?>t zT+f=X%@%7iEl#gfn=faV2>UnFF-Iq=oYQgpP|s`cZme`JXM zh}LZ^Aqc%L1MxayoXLySUpX94WZopA$|gSp)k()yy3Q$rrDbZf0kejYvQ)U_^TFY1 zZtp12*7SRMxnZ2&w98h1XQsl-$?#JbV!Yp(K~@o1u0Qc0LL#+M7Z2;YlCCTmr3boA z%Mmh9TL{}`(Kcud(bu0oWDcAT+dTGA>FXS(a@NiPZ(CN4IkU#QU(UmkiF?uPoPxN$ z#pu&yv{M*6N?>7oaq(WCL!+lMTgT%*!jgMI&e? z93F2?3kN3TTKEbZx!#Vqzm)EgOxC&S0G5FUefS^C;IG)?w}BlicwNJMlNKAt`qmYd z1l3jzNOkcvCB^!5)!!~$?Q0*Z?;Pa9JJaJumYgdI_rso)zc}GLsEqHY9zRR~scQ!~ z)GdFl*^D^A=zV~PYZc8EkBh8L`*>GB4Pm{MmpkpDY#uT)kv-VeE+! zH#y$H=%d$$wHo)0bM?5k3W5be*n_iFf?c_4X3FsS2109&^?iL{A+6WX-7px-o?B|5 z?zVDZukEaz$#_PY*$P=eyBo6Y*>hr)q_i|D`3e015{Bc!v?85KyEguei^RKyi2N>5 zwss(_1N6fAzrK80AmruMNwh$4ZzBL$a;l-~;-JV#_a>=b^=#~1#t;{$(^-B{W z-5le^uKhP2GL4}YqUB)f5Mn1MnWpJsvAK-aO@7yx$=e?WMbyv6RP5`E-9-)P8$J{J zW(kMNuXhE~4To6}Wk~z5oUFM&E2xu5?#sO8l{b=SzJx*YkSj-d_MJ!&YN>D1Ep7s8pnw#Sf{I z@gX}Xs@*%NW3hsu+ur>nI<@L}1&6CuLE-54-9QvxI=a+Bc&78!Rqdkf5X`IWj*bm< z0)osWtM^e-d&%&32ccYA*y)!fWET&LbYq{&K1NSJuEzOMHkcaoOq=k~TRnM54= zNesMNB(B;p>aWYo7}_&!tMDj8(?_13x!n5tdPC?)nm*K@Yv5zV&ufCefo&C%pOnOH z#bLNl(7@ODwupoIc`z}(=5NFPs7wwG1*NJ6vB2Mv0G3Rde%)!@)8#Grk=ij=xoJG~=!$zo~9*Mm0ZzfySVioo}<-<_Jsv6&E#Qy4D+Nta3qsK5cHATn8EuNJM?px^6rs__;vz(DB@|52h>f3D(6C0dgXlXA*LB%$t z{))#kM~=()C;C<8>lho8;i9-xi$qgnB8)q!m;!c=^V`kW`2}T# z%Po$6X$Z|L6-!-3~IS+?>CR6Gh;Q84Hk*Oqn$I7 zimhZ`U0j2lGaq^Tl6tZ@u67>F&kdY+JY)-H=lui+_u3RNV7RR~OkWkMP)WZaO1^kL zakHc!-_w5;xQraTPbBr^pc4=A0~1;oVq;y2Bp?At&r1`;a}v-C_ALx5?clQH#|YCW z5`q+#u9CJF8-Wp^v%NAyqZeR|aPNGR1Qfg5&pjI$)p9p%yboK%&b9S?6cf8UC2-p6 zhr?EBUPTkRW8WBEK}j6lb}5Tx@a}wr&1?0jAs(Z(wj2RSWCl2RpDdK~92W-lUfc+{ zyrUW=i$N~1@%t$E9r=6yk^yq_CStj)OXUs)GRg|& znsep6%F4~cjBtp*&CnQ_dSAltr~G0%1pLS2zc^ARjaN>w2|Y8TIX7jUTSY0$O}OA= zr{kW0IB)S$ZyhxWuoIX}IUIVHjiH3eHjM9#9P!ml8Et9Q_{p`tcq@d2gbJ0f?y&5` z&S{zrOhJP7#MVi+ike7v?ZuDGSlj`WXk0iH&@4y zCWSj^AJQoPS*>KEN&c+Tpbzcb>jL(Ej*o<9PDuObgf3B@T`nk1asTCSN8hj+1c zrBB>87_;I0YPcA<1k5k0cl>r8KH*dXQ|3C&bRYpT#cVktSFO8V?&i1-1;s~n^8!aU z2+7r+JaVtOcHZvNHgQ7QAim%gY0?hz%U-(F*|HT1`{- zgW&<@Ay*M*2#zKo- zX%7>(XDODeRa&(gEgEUNhknS(;cz%S zT2|loih$uT+!_|bfhI#+O?L^+_jj(QYV;R84ggWN76#6YKtZv}k44ZP1}23C>P2yR zJBdzaYU#J_o(ZkX^=||62JZLY#=g>-6+zc6-^v3V!0sKv3ohbtGijbZFp`(AIywYE zaN!?V$6a)4?&n-61 zx1buCu)%89`M#(bJ}!tB!)~eUML<1gu+l!d<-FzM6|sUQ*5so<7_dY_$N~03VP$j;9$B(1?#su;C(dsqMY z_=^3iHR9_^MH`cAlV49(u{GJyO=oBII}H#=)se<7xPbX1Ph2p z$+Bc6v9Q^mgM~$Ds?1X+@du}lqw}~O&#Kd;#@l-~vNy-ABOr zgMD>&GBWH}iWj4mKWnxXibXlF0@$Ex+%lGU$)pyzi;KC-lgECkI@j0eCE1nLh0bAK zYp&JtIt^(3Y$T(Hm>p!4ac}Mt#ns85>`u-p|h*SJT2$M zAKMNr=fHdx_wPFP3vyPfo`LGtHBZvx{s{B?Zb<;{#p5H=c5$0!^al#+FNH!Mp*PuT zZnZ;G{<9XqEaDts=_$ji5NT4Eos|tj#I=rj90RntIEd!3hh@TAO&&^2c9%k7C^kd2 zpH}>Cy1H1PTbXKV?&cXj&k}Y&4mP5o46!23$$j+PFjv@mt3$vhHt@bZ_KJWYJCn6J z>U&?u{+Pq5IddGq`r;{|Fs+sm!iUoXiY;MS7+!RzOA*rM$;b{&=4WBg`fb_qLpVY`MNNul&t0a;B&3n3oR3g082S$INr}z%hc(6c5}Lx zzh`1_EDpo^-MDBYHT?Vc@2*BIZwoG9UEJNp(r-!zyrgb#57x?GZ;zE*YX*46-5gCQ zIb~TsoJ@lXwMhxy74mOV6t4M9FoU*Hm7Q${InfNUS3Q>il!e2x!}8{J(R79!=Rx6S zy+pnK^>dBYi2iy+5%t;VoIbyjVIl}pG@8LyBziSTBoM)UD(kMg)__v6fJn;C-mk={ zr$EI}qvgU8!1!WZno~TPNUIIDo|S0L(N+pYeWO1!7RNU~8Syv{9!`p?0&(5e+rTBr zH@NRVC2(d_MeAh0A@dtnTCZT%n77|-;e1MFPan{#l?gcv+7)XdLW#&%PK~pxf3P2O z%5S6RE

>g7hs)Ak6}>vYU+IuYrEag{zl~kz!*m=83WgD zPKa}SP|G4!h`aVX&Dxj@X5I@Nfp4Fl`&Y7^M)zK_2WnMD=zgA1QBhH(Lt9&)AE*UP z-{5MI4fXU0jaNkbpd^UJ0YptjH97j&dx!=ZV=UJia~fY_e{Du;^?WBJYPG6>OKf_{ zF!QNmSh{CdUJt2fH1$nrc=Yif7yPoiwr*KU_Snt<7;a^Dm)1`Is9ZPDc8CO7o@w*Z zX(L82>e{2r<;t;Q;-3b0!P9tWEcKCLLN5(jrd#`KzznDc&`{-SCtB= zK+)0AilqQ6Y|Jfhl1M5CkLi|q8dK%<6L6PEK+heAu?wi^637-}@(JT}hXTFu+gpzw zkL!x9x5Lumq3j0cQ7y`|fVCt0D0(f8a*ini=NGRBsR56X=iLWamxjaGi*srr9nZ5& z?UY)I*+&8keE-ROf)!4M#;V*{g;r~g@-b|}7Qu<{DyG*Zh~`Lcu^Yg#4F;tM+fdj; zeDJ|HG7`mfw0~`lQ1XZrg@8c%F-imIH^ONyV2eU@mjN1zLR1h5GP=Uxv0ywJ5j&kK zAM%Rsvc~j@r$UniydZqrL-8|A6uB`UZbn|;TD&nksYm#9>m5ZXBlFtLu*<~ld4f;)N0;hZP8(DDj*RkQp?6^Wikx% z0RMUYVv7h_Mb9gqXU0Z|po0tFiBwCTT1^(}5`gd|`KZ)uSRZ1?Xy+ zio5jo>ne7CEO>&C9UrWDVIrv7-WC?HR_k zzFP@q>mi<(CL$*f5)c#|7#c#Lwd|vmASWdq2l5I9K#}N;yWy$P#d9ayRrF3;e}Df% z*-Qaf+@RF#T`7)XMg|61i{bYc#+H<6_)swq%wvS0UBf=a3@LLsW)oSJ+D`*fzUXh> zh|7Jy`C5c+tk=od{HldQ6I7`SB*4N!9!K{PY%c616)1O)cM|9%F-`jV8=p*yhm2HF z$}oZQ-Xdg5F+2_4A+jk_^=n9t#)^;E$DE8OIX0E1QojI40qrs?q6aUf`m~P4Y)DSS zElkg$I9@mc(;nWzY$;j$49I4&Xr>(@dO!avhIjg$gQQGtN<^_t6T8XvqD~gdjAl-n z)7e5)N|=i#YW_`(ZE(P9_K1d4fpX`ZYE4638Qcxbu%gLNi5sYvN}rLv;=uc>g92d< zJmZnm&bSYIPC0;dv?+hlz`a~XV^?Si9PcF`M+KppIiN5V*6GK0Le#;jH5Ju8j2uMR zW(>C`rQ>~7IsIiPu$@r=rR+$SMQK%$i;Y$9@zWhD`Qf%8HE#wrr^HC?rdF4|k@4-^ zMrx(4z-Fo6yri!5+vnja{I9%^V8fsxm-yOt?;i*O3%Dm+l~};TyGvlXA&J@sb|u%KwQV4fJVTfcUVgL zarN$B6MdgwgDVK|8kY7}sFY;#p4ApQ-1gfRR$3>V?AhxI$vOEFDhX@}AHk+I}^)WGAo)c4_q>0$tq z<+k`QkJJo;R@JClKO7OTAO-5yH%KYPQKC{xR=}uh#t}A{&nhk`TiPOFW2bg@YGS$g z3(io-4jT@fGn+5i!?=JP=-7pXjzIOJhG?JEXwuq3S(jH;7k(D~sG4*sOqj zb1FK7gdZXh`_1DqIM!$$$yymo$zIG*2f;O;Str6n zD~X9B#o1(@O@8)0l*GeZBWKfXo>C(L&gO@p>kCY9VGZ`lZ+Z2#LgA?&$wDvpR(lIf zEG$xHPg~@&zEtG$9-*a49agglvJiu=@!hABswm4oAdCyox41T&fq*1S4FE`iOfxUj zV-fc8H^qPpPUmB^q@52UwJ#V(qwYBBObQX|PCZX9ul6pCx`ue;pcc2sXe&D_>q@-3 z)(<$6=|+|*NV#&BoCPi?Yo8PvUtxfnLCZ28+BRSsv6yO+`^;Po`SbV8NlPqQT7R?dPi;^Od}| zN3I%8H-i{mJG*qQswz>Q0h3bBvt27xDw@XqRD&&KBlu6Cf|~=tDWxucO0s|6(a0RM zGSCgPTeV?YpK;EqP_4(Ay*`=Vc6B>1)b2TfO2IapE0TWE6hubK;(TXzd=oh;I9 z0u@{&F$NEZIATDBTK+)Wy^L9znv9|Na`|W9Y$^cFY0z1(-nw1Cp009K0i2|c`p)0Q zbxXZhi5QOk$4ur=ei@|0yree<^_wQ-$b(~k8`wNnXRTPlcfQn56RTa_Ta z`uQQXdsDW$(|jaIvB`mI0|{fsj5QzJ|Hrud6i=>kIw9>nd*t%Uipjy&+_%A`Wc#|E zY5=?x0lr_$`G&9%XrPob|?y7C?tC zsZ_)kn=F?1#VZD-46W+jJjW}Ed!xgvyOW3XPls>{d0r+rrz=rjzil#yXn>pfY8Qp% z_f6z~d$l3{T`jDGF9`B#bGWghv;^eBT+Q5qCbK1|$E%fTs%Uqstqj2F3%^J`+{XLl zAbRh4T;3H{Qa^BDc{~NWW(MRhUX=?Ol!QrX3EO(?_KO*>FJJ9?fdK z!2hyNCrDtXW=CiObK}6Wi7PW6>SIF-#G(<0pdVi2y<_!1-9th7DU&aAl-cR8owb!i zs$Y8gr&8HN>S(Px@&3krwP0a*XIVxwS%b9{&_y6-GaCABH>i}U%K$xXbN(jj4LeA^ zUL{R>92K%{#fZas8j35=+EkD>du&P zHGwa?k!w6(Tg)_b7)dZ8TKuPhLQ}=zv1E9+CeA9eX=sS|5z%u)AsqJCLMoFcVkGyC zic%Qp8}jGkUfyB~U>QT!lRHC4|7n2nN_%%hMpFPjH!s(KZl2ohN8;ut;V0i3Kz_R^ zglo_s&B{NvGu;{(xss$S;eD$XH_}(_p2;Y{xtwG^9@Ul$XrOx~R0@S;Gf=i3G~|0s zUAsu$<^E{YPg;!%0@Q|7tgPA%jZ|6romOIM<`)40t0ZaNgI)4q8t4_Is*Jk;8AA2` zy|%W(kr{b)M;QztY$AK;n9Dr3idJJc&ePz0CGns?ay4**4UZXs`(9$<9U*K34)}KC zaQP?Vb97wiBP5iqWa0$MVWcxi(M~_;ku8BJGN`EN=s*SJ0gXAdq>`fz|EDvI;PZum{?&4l zVJf%k2}niTT;0Dj3VKCANw|weeeS2dyBDfR2P>0!z&0{Q8hqv|xij3Q&9MA?yd(j; zB_Sp?r5ZIc$@OwJ{{ z6iF$QzKEp!*o1xH^!$}5zhnP#v(C|d|0#hVLz(5`3=r;BkoAdB8vawtloS_Ut6RKB z%=G7n^I4H)aK+zYPzj}-TwCV^h45Lm$}_zG`(Nxr$Xj(O$ z(^(q+%zUQEkQ^(Dme}U*+|cdUPjD8K@s6mY{%AqCoSeMLAH2wuz9ilX`ubIJ^lD$$ zGNhGo#`6(e-5PLnNxGaM_V*(`uLG*YLaX;pHrtq{1g4biWU*x{@V-QAPSccde{3qQ zQ5_@6Y*dVlQ9!FV3Ra^HmWi}bB2v--fcYqNyE*{0aF#Mku5A{Iis&m1w*Ej{rcWRc z$TcmP8*F29bAK{d0v!)e641a^cjC5S+sg7+u+EDldb1to)mum?l&RARzUp`S(` zmz=wEQ10dnFC5sI{eB?tOZ5ik@%S0QwtTP*XHI_hxS`lDtdsgieLUXuAuw=_V(s0k zV!JX%wu8`r_JhCSssHh212O<xk34v=@17 z(>#Nvrw)*sskXF9Jvkn*^fo---aXuzT>R{Cg%W=SJ&sF%5VgNrM0jaE>HNAf6x%v#XEa>sT{acp7=KjvHdyI|+ zPJu>oRmp+23wmn1gFjH+uE1iSNG**GgOd2bi&hIAv`LbcMMYUbsYIy};unIY6m``` zui3^gHc+ToB=i9u-3q)R;yI-0G$=qp-wqz*^{;HVE{oQB75-Mc*|c9DN3|NH z6{s}BKZ){@n?LvTaA$Zo9`C8L^EidcW{bPRqc|qQ2WbLsi2eIglqS0;WDFF0C4pg$ zu%hh&e2{|_u@Kjv8`=LpUsQ!(U|9oT)-Y1mHO-@pLWET;kmZL*Ldvo|fPk`sUAK`u zf?Sx=?n?2}I~7R0ZZZ$viHVA$z6cav&i@(Jdo{S+1~g`WuPyUkpx^54qX)v&FVIS% zcrRm+n8WrWzIua0HoDi?-4=`9i8ua}{Yi*++aQMc)Lv(6POndxH(mxWh)aOhWftjJ zoh2jQ&3PJ-_YTdSke-}YkJaRI2vmTk&ZQg+$UF-vC zHngOK{$4WypeqsLkQ)#IbU`MefIE&q4pn5s2)>-3iuiWsFR4H9;UB+&DVq*wY{fG{ z^`Uh5Wf*)k5~VYy*PLS2ApiKu-QuKUY%cg!`(=$8Cg$px)-7&tFPSU|;;t|Y<*_R6 zv9$SS@8GK0ZmQ#kw=|b6@T=GCH#Uq}t5q77do`wXmZRLD29(R{xZ9|irGgNYJ?qu8 z_>ye(?W&llBoVAYXfP}9u}+08jT{EY<8gu7``ZAad*#dTwX;KU@A;KzVo~EDyY{OJ zc-1UqRhx{Or$@`x3royg6}~6e5$3Es$n<~4^r$9(^bh`8rSn=SnU`)!$SX@Hb`WNW zizl$Pz%lgx{I)#%8O3~Cg;q!0;#>cC*RB*oT+o%q^<)|(g`v|bZ70rU3y~Y>o%wFx z#QLW3fYflG5093lGB!CY=Fzfu3cQ<}Y${Idm)g72AQ9L@h&f8Gcj{Ip31`=z0EJig zXZ%lp9gzKrP`8a>UGjayNU9t`By(MU@~{&4-O;6SdSQ^X_<|i*=AE94|Abz?EdoG* z*1|aTmI8MElTTm^-u$U2oL0dxwO| zpDrFLKy4=Sk?jU!a{5SjrqLpMVTlhnz0N~>;S9CBr}1m1gFT({38j`D!=2xwcfUa2 z;k{}b7naF>o*)TB@hi_|de$ae?djOmSGb|2Jbl)rP}`X=^bREA4aAu(6p^X5e78ya zbg}D;cG-7A!pM1{`@U&C5@my4yD|_NRt46p%M+qmP!{2cI#YT?oZ0D(y8s zI*d%hR*^Er#{arI|9Rd6|KS^40cRHLXz*J=oW>>Y6IhKm-`>)?$N+=d+mmF0)=n$qm6i&ntS%qc$Fxb}hNg<+wbrC#bUa^Hn1+&0 zvXJuh1)Mv_5WMWB0A-Prx{@VvwzDR3A-k4XunleNms00f%rpv#q7;ro8 zM3rQ_#o8%0eYTysR|V54SH?)p+fo_ocYON_^GiJ9AVc5S&aWAPUk3J1M-)69tlD&; z41GE&W-8?cNy?g+<)BT_3TDz>T)-{N>wS>H(5sO^1}!?5kP#%{XpI+RvtCme(pOjx zq+zQC9U-xtIno@Ba|lYLkK8=lgF>vLt{dbVb@jp(Rw6?;oQSy?MUn|&{*TD>H_JgC zs%(7!ys}CejU!Oyx6oC+GOLM?ehz8=D`b=7Vcht+R1RRdVXwqcJVt~FY=s{%>kjmG zaEE+Q-IYD4WcYuKy>(n%+p;Z82u^SUBsc_uTW}8=EO^i$!QG*e#)4~bcX#*3-GjTk zyW6+2?>+mSv%mN5dwTjJ zwxc>s8MAWEyzno1rH|t+W6mNsK>bvu^zb;H@&a>lsL0PsCs`nQ@}PAKc6L|%*s2AG z|FwgRWq+tQi2(YF9&h)Xic_mxh~VZ!^f8*B_##W zAd~YmX2*t@IslNJ2k7zRe?mzrs(>Jzno)y9FrUrSc)@y#|4i`X(^G*+AZDpRIxna9 z>8W*4P!O5c$;IX6&`%g9{eRyzDx^U4pO7FaDVgbJu7}@l3H{%VgQenay&r`I@kxD7 z3rtKlj|~?reh$)5E}+P)<10|#ss1h-L+?hkaBL;>MXBQ4)a*pbhY>Z?rjQV$_I6`` zNjqf6#b;)X@f%8E`ppy_~k`B#t* zu@~zZYCGK>K9Jo4l+Z|umuZYc^0pg^76xQo#}U^;aI>(96av)^&SD;Y#$Vvd-}`J% zqK!RJ)A1V50yyCGslC#FJXbc0hqEd~LCmdx$sFPKX?v>DYLf5kmRQ-5Qt!2PQ#jQX z&mc%iKbL`P+$nSPF9kfj9yiw_?ku8*w`tcB!sug!vrYiy<{V_+$nW9a3*wjeIZ0sN z8Tr6RRHwnt#Nq9Q@b7Ezzkl7=3BwX6xTVX9#|?x?@+pZiCQGqk%TKvfYSQh%E^M3wAIGnE zE=S6sB)5i?|7e>=sQ+qUPGBVk((fSjENG;O9n=}ws}p9aFWlN1Mh+kUG}KCSksXU> z^Y;q>4=+YO0=xfR&(=UpR;9sUV!zi1DMT1}ctrpyq#F)%;|gg5;=3rmA5k}dg2#dm z7)SxSEn{Tu2^UQi0RCm|2((B%y=Qrz4@Kv;-n5#c`TA@ZF_PR$Gx2_=tTeHAE`qrN zEr5eQANF`4%qJqf|vXA26oX!>L_add{hbN+U4+A>bQxLvyj^Vqe~?Y{_uz%O+65(G3+ z3T(Fql+p#Ko7e^{++IUNe;5SXCbw%d4DLWd*wkcd_qVtD&I=7CpBWh$`zwvdLY#gs zvbPiygeN5>>8lm1_V8$Zs|~Fs5cc$de-s!M7C&oaX3N6)kF~d^1G2Z_)6H&ZI=uK- z`l6VO?@!6zc$;D7s}!-Y6{^TMrn1$ws@>u*)e{zS#KR*7RzHoBU-lPwcR_pLXbDU; zR%oU6pqR>C^wbzE208HTm1P-aH#miT0mX}m%RWg3t5`j>0G#TsR->G%LPIQFqA^)lZ}wB$C6SkJX%C1gSv~sUet1E)D;)VQ z=F2SvN|x(2EPo&{$S>wE|9I8Ha{QQsZ-3pvCh1YkXB90^@uRDaNU1y>ehIl%7FlFr z#>%g+c5WN$W+QJaX&1=7Hjj_Rvf!?wEzy+k> zpF)2-M)j``{S&jlg*jz6ho#ep^@2$27`IxUQ{3$Kd+e>pXk50=NoBWQWj>2iakHnc zuVYq&yrppRB3`@xK|Cx7h)*j|+xWjzF+9I|ay|3I4!Tfh-U)^fOC|PhAJQV&osz>} z_OW}}_SVYm2BFuNEkIP4grThQFT-ZuwsA_sr!a z>J9;7pbYQSO3Usa&r!0hA8Pe=@De!+Wz73MIe6WwRynBcfmV8==HFF6b-!g@u;f6S zgzTPZ%7<~hI_(`SB6*9BEO&-RH1KGC?-3ur0pwNqG2(yqa6G0pUwDRR-mc$9ExVQ> zjk{v}T6V=nmoI>(A)%s?$;rZ&mw(g~mXAQCY4%?ZhE@=Dk@7@GAUu9?$J$wJT4>Ug zvW+-X``IT|`%^He1*IUD>-w(x(c?+6M0EeZRVsCgH|EBVb{1}m;abOd#1Id$O# z?c(22)rJ!c+#aM#)Lu1Ycpqa)!S87_D$)67AYlruNh#)lK(Z?0vL8;_qO^t+VfsRG zJSqyZirQKQs;|Rf&s0h*N72NJ$*IUsqx*qhgw=_0h@KH%v5}(4atqrvh@`uGF_@yM znKMl_IR<96G&zqJ*XO`s8YnJr1>j@qWH8cTLAc5yTopfB&Kgm=*!PF!TYt5Pan_$#NOO4L^p?HfNXgRlJTl=W69TDU`T z_i=$OzI3V0?tKymIkilp5{#^qEM)O%*z)$)YR`6;&2*s{hpkvqO*#DZCc`ZiXwg-S zc&(6gIjWv_THNaR1jpB|bv9S2pRP~9KKb4Gb{B(mQXm%Ul=AWDh{p-ATm&|TPX=G| z_HAxvBW3?yumCP-&@rcnZyFls5Bb`V0_9snA8S9*g@C{|pf(D~T>bYG@Dd@R;Hq}a$ojmkGdkWD3I&~BEP`;>RJ8_ksWQ&waX>~eYBFpl>u04zKbY~d+ z#Xv!^vlRkIwg*vYWeaK_QunV8PuuUHgf$Xh(}+d-1{1@Pc?L3_w%~l{$kROW(SxT(bS6O#9CoH@X#}5+B;jX$Pq5U5`0XB zH=P+dNPmCzU#75%;YD?W8Xoi^c?eYAE8gV<4f@;x6B6*B;yUQiUgA(l6XoShZ!12Y zs^eLTsF0o}Zx1zgx2*zG*+dK3Zs>I)yT)=l#`=In(&X z8nfPRCv0CB&miDGjnPYxk|gL+@R-mf>7QTuPh0(u3qNo|W2y_ZJ2WJh1J{ipZ1$&w zD%jLNT<%S94wCKtkJtX&2a)t329OE#U<|$jj0XV+noryG9i2>!BcKcY-@EC5{G={D z=*&K+v4*)SBc}=#M`s}tyX~PrOCTHcMeCoR@FP(0{&J5RSmtP|h~k!Q+H*i@jyeqJ zT)(I(gwf^)y1=4&oGc|1fD)q78ZA_aczN`Vt+oUv#n)ujimqF1#IMlxsHZOsCga)d z&d}qg|NaGDFv5b^cMOf(X4AzC*8>c)2>Juj{ZWUJDu3J0Uk(q!OZCGqQei(;UiC+Q zr9@T}1Y(R8L_se`Nw*cQOgOy#&Ay0Eff$NY_4Gd6*mgby;7?ZU>anm%^S`YRCekaL zx-V3G^gGo5FJ9;Ghxz$4aFd_MWX8Yz`@R4D_W$Wwf1!dAiAa-kQ6EwK$FKRHFZK5J zq&oj@KLPL&c7ZWr47Pm?PKZAK{)(!q@lA6SY5(?%{_>p_Uskt=lk9;+(&h2ihK`8M zooFA}$w6CyK-~HcV$ZtTQnRZ{1;pt@>#sMFHZW#5d-4LTV2Jo!vQ?KG9R}-yvh9;G z0s!j(-=3~@a+>`lQ2oz)uK#PH{+bMPigA|mXG%;8pX>BZP&V8@AIjrbD6t`s7OrT^ ziLq|in^=GeebZbCqxCx4LWg?5XaycRgshE)jI85k0272FxA`-N(;enSu-<0FZ(o?X z9%-3BI`)70HX)J>baYX7p*<5W*?)f1|9EsDAOX7^4M@_({vXZazYI)Jh!ikwpYaLX z)c@1M{@0fL$0DL*!$iV}(r)BO0GjDJB7t4g?Zmf#W?2VfeY_S|R`CDlvbj_K0_1oH zev!WBJL|%7FXdWO&Qqh5AS+vFxpuGA@1LxfPGl`8Q>M5*#|y9TQOy1lv8r~91a%>z z6KMAR11I7tw;=HVud?-ZTDAJWEf!*+=MY`}?h)Yqn`UX7cu9ZJsxZh_O8x&WJ3_G5 zeC{tx(jSVC__M4~AqQuF{zQ+!BI8^(lNEUBV3X4QbR_}IGVl}wIBWks67l*fxH$Z} z**_cnAOHP-`^T?z1i*WJcBo4({^v9K=cO?3z54nV?C&Iv)7fan=Bso&ao%&ekd>g# z9md@QqQ>GUs6>CXA4r0`*WP3`5t6wg97R$?6#i^?@Lzjf9^f{ z2GeK@?MZoPzs~*jA`?=|s2LM_0Jhb>Y=OrdsM+MpSf!@UxcZq_mYws@8~Hcq`_~gd zmqh?Zr9}3GJjGuhKK%?Md`SAEo7-T!m5sC|HE~epkO%bq_C|fG;S2p0s$p^&FTo0u z^C(noYCQVN=uWTEl1S-so4hzBD)=evEFpykXOUHK|-HWR$M#b&g!b-D<(x`N`Dwo`mR*fqN6M zeV_1v6PV-WW+|YQ-lFn>?Vq>5>I4l~rON2Rdiy5NJUki^)t@m+=YOoU6Bz2`o0HZ9 z)kD7A&&)6CMh-=Rue#nsjhPH{`NDgd6M!Bd1r4-+#YU@1;e^U}gGGs@qFBJ5vD8X+~gg?uGg5{19E$_zNjGd}Ot z1Ns!QFWXPiOqL&402v>c)qe2iZ}$1tk3QqMGFUQ}bAO%!4%!F!&AJ1{EXikI-8)fNj3jqOr|T{Sw+unmm&Ww@K_ z=fs2cr4rb8HcPK<-TwKb|LG~eFu~w3Y87)z@(u&BphxaE4;wBD`L+h4SuNtKY;zMR#^|Bj+mw!jEgf>i z6TCB4__#A*61gOx`K-7s{@jFM2qtF-=@`)X2Ta)EP(I-4-fhpe{XgEGS2}6ATQdUouQmYm{jap{@1b2nr zXzEk7sSE-jo~b&eU29HVs8z$FT=Z=&V-etB8FQ5BE$1pL(rDI`(BC^y`>!oHmibW|na< zRsLiV4pw`507$Z|E{DC*yv{7|pPzZS6D+N}ex6|o7%@Igvg-ea;qRaJe@qij~L&F-PxKrU9#5tj)TJyZ82Q;~!kav@quSRPuzB=3PR8m`de7)s6 zIv_S)X?g9F&x|0yQeu>)$$M+Tc(+p$ZmfMB^gD@#&sa2_rPc3Uy;1r;z*xNDU&*oJTbxZ`e9%H;09OQ zT?&wf&Q)=Nh`^=}SjqIlL1u6-8kCFF0~6USbgIz6Hy1orSsSBzS^V@ApPo}$D?Eh|gOCj;2v;!HrNv!p`HUyA=|JjzMT0y4d8y9ap zms!!7F?9c9KW@cF|CbaHNWP7EY1$K*NUXu1x}F^q?tgaQ7;NBT?UNAFT*77EHXQv+ z8&lLHjW_3>;3mUR2EWi4<9ayeA(JoS#r@%-*r$3H|J1}+1gv)iWacgAh z;ZcCIeyh#vbu17B!QDu}d^zAMZZQCkj924{vsQ3rO@?dm)Pv2gH&a(O$F`tD4xunS zGniZA77CLfg4nM9N;MWETK%=SBvqbTg1*?c0C_CBTkCk81;VpUl`nmU4(^ZX_>3b| zvk$Z_SK^vzG^tRP_D9Pzm1Z|B^_G$le*V^S^<_fV4i>jf5OS&tZv-&msL1uVRV(97 zcKnR9-UCRBW76My_ccT+rO9on_dLP6j2 zgC86pomJ49-KF@1eZ)o1lMnd@n;+146HmG?{PQk4ot(oC*af7tkb(m^?Aj~1c>Ukt zXKjbh^Ull_b!xR>nmRZ3eJVs95_l&tT61E`jpp6Z?{qt-J*xI@P{(yLUINu(Z>*}d zFe%187A`ckis+;8HZ;4l+Gn#Rqhbz;^TYj=_Gf3Dlb1e@!>5Ya&%$B}u_@P6Xzab# zS3hGq3&SoGQY-r%?}xZzQfaLukZI%TX06PLYo($~4G~eAO%+F`(5yHc3(+pR!4D{v zwY1KKn$t&gyk&hoSnS=QJAjJ2uGF<=ck$g-!y0eJs5ImqPk!$N|FM8hzA5g23AIvn zq_BoV(ilTPRm-FUXdd~jOEnG8CD*iQ^C=386@MnVtmPv z7#}V^Rb$`YnZEe3u0NQ#$4qB)H?WXC(f8SMGP~L3V>Kg0ua`)wC2v4A+=$>)eV%5k zWsxh>K`=o4)fhb3*t2>#n3}ND+rX4+LS3SxS9hq?1XLGW?!J2Tc7ri)e1A|B0aS9$ z;!5987J_-&8&UWVrpYe%FWnWfw^5mCgO09`Qa&n`H#r4Rpo5S%u>k~qqjD-!vZgW*X&i( z@P2A5nTKTG<2@aYM{n$u84EHkXsaM!c0}_GroivZcuh?^S zitbI6Z3l+5u|Vii`e|U<7*Vs;{d>h5w7Qg#klJ*8YZ9nVOwEmq4Ed-{)OR1+EucYl zP*PMsMZKe--l+ff2V^7=N3fVoYEqeSL|YJ(p=8vXEVHh-AU9@KYMhhx3-rFsmQ(L# zl$@ysXOouBM+-jTP~k|$lw^#rxI5JggFksBlwE)33TY_P>wT#$k1H`)6i-uSF{IAF z9@ai>lHn>TABbwLh9#zw2Z-W^S@Fqit{DnKxr4Xag~2n6wTBBgdA@v`^jx;MDpz6e z0D&Z}r{|D6-pN6&p;*PdQT189WtPik=0bidHK!xn(ej0aa~0a=3~5mf9ac|nMomce zHpT`2yPP-RqpLcL`JH`#4ubDfH+#`#*yNDcCyNa#eBoIFAEoa#bAA@dGZ&2_?!h9f zR8N}y?qM-HCL2ts+KC=-bsqd$ND#e!EolmPdk(O9E^m*s?qW=ls(1~C9!~37`yyAD zn)Z)0jw3;?PtFa4W`!u%etWHqS{dWad8&Z$n17}Ysvcg}8T@uOvzCnonE6U$aE-i| zE*{O@>GX>-ZU`Iz_0Q)rfKl3heNY=nHZ`}+Mi?B^`$(tQayy^dyWLi|Qb+C2b!N^L zl<(5(ejB*%>+WkO;VXHibni+WQbnydjf*F~s+A3Tt1PyH^~(_3YUHRlZ9AX4{j_Sd zmHpd}El=%9u=V4(uV;YJ48%E0A+P6GH)kW(_~Ov4O=#F5#mG38Sgcl^fCee<&7f?VUnhe6p4d5jYOioVA(Qrc6$l4 z=yowD9;K+qn|~J<^oYkzQSj~WtSbN(+NDDk`>q0NA>99WkowSfK|}<2IEZYiX3dB} z^oOJN<>GGSZ(DhmIMEFa7cmNU)Ti@oNYST!u4v`vi}h3S#kKH|cUyc*8otI*OMEtGbbHI$AD4pJZm)Mt5A=f_xZ~-y~c(-=vJj* z`peYa{=sXD!b`(L&_b`_fZh_GMF4abx~t7}+%hl<(ftX(hkVttj7r=dhH5&aOE!W# z4wmR%-5Q)By;X?f5a}zts4;HXS62FZ$Zi(7hj2iU*&G{;qLbE~fqb4Z>Yxv$_hM#H zSAo)~B@);T@?s8=*Szv|%oJ?CUO#H^QhbIspsznhdvcg;QIBiYyJ$hkf<5hU$Uu>> z-$0judJ2E82&W;r5tZ3%wF36ZOA!}m-KAYZEB0L==IsEq?LCmI!BBh6+2L?i6CCWG z3a1FWn19q+%4$V5&&cw3`rXLZ%3VyoY2i9+8WTqRq5y%o%4^}9k(3aF|#HswVVwrc3pi&Fum|C+@et+;6AjHDh8jb7KT`661-Ftq52PW*I zXpJ`2bUsst9!wOzy)c=Ni$XZ4Tp0ZHc2GWWUGy-jK=&s%4ax!igH)r#(Wad8lS>VD zXOT)7us=}zp9~ROtXYd>%QkLbiT!I9favqgnjUHsGrS*v(U4hMQvaqz7PZ5^641p@ zAtjmS&igILVxeWhFpWd6cZR>##1l>6aVZQAC9|{%C8>6<+O)gSA;>BGm~jk<&P>34 zh6m4~_*v)sXMu!GcZuz@mXqZSQ-#XIi7Hla-m!XOQb>yM9F>YU3lM9o2*acO7ARTS zy%=E>D09azGvL!IujLarE#K}H^U6CfI%9FXWJ zVR_}4OCO6uX8#>|R4yncn$`%_-_~SK4my(3!E_*sC$7_7B7g^aT-&CXzlBJxHN9u% z0y+8ubHr;LYaI386C^Jmv2>XOL!Z$*WL%TEO1A2sG2o&ZpWk;ExO*PjU|GAJ7cttn z;hahXDQedEthLhvQ+!lF`cczX(DC|^E2h@zgc$X~9va)zU(JTVeFKiRoE%|<8J&t@ zI9qxz(y+h!KpR#CpbSgjkYh-?8!5DCnoNA>vNKfNJH#+=T$$(s;Av`#JTTW#oWVeJ zgphD2)%rF)fLt|$apGF}wv4~cT@b2IY|}58{9cWy20$7ECHX2tWtaVaH^VuL@qyUD z_qgnVk6A$WFX`;I*=O?u4J?_;`|hU1>8}l9l~mXIv=nBpR+WFSkLG9(I4vLMj)RN| zftTc5K=OcE50h$Dr9@p8m?NbyJne@bs%BDVaFd#U5E5sWo-_FEKtIW9Xjscg7z4HJ zgb8&pmU?dzQCiyx0^?WH0yH`TWK`$9%e^Y4MooHy`iX#0Od1;(px{t^_gJwu*wEhB zxBR$mPT?c^$(?h9EeK`Qj<4q>>27fNShU0j z+;$so4>|95)BbnjI%TwLWd(z_uhW`ZrXuYLAW+_>7lZb1iFiPWVP74qcG`;7kd-|2 zN0KF+)$EN|1`2dhD5*dNNDjrpkLz;9su+bGIJ5K`td1^Js^FK)3(fgja9m?rdlj@^ zu6|%9s=+BHi~IV{p+icd4n|mingQ)}zManuPgvFNOpYm8u4T%8A(6i%r`L?QUhstg zh^2=eZ3GwVE4(wo1C{9!MNRtTt>mD};qr|@}l?~@y2;5kmdN*&x(k%nRp zu^h_q;E0>Z(6As)fyu?Lx|T>)#~Lwn~s7ND}>Y>%$=TR zFS<@lv|j`tt_fEkx`o-aT$;xdPSWJDP6q&)5+m^vq`zPjQG%fIx#eLG-;F9?k={#96XCETN?&8?% z(I!XzyC`7Np|?w~Y_iZN_vB7H`HzULOK+)IhhZe;0`j!#8cVUiVuz1}zepTjNTv+R6_U9n6OYkCarOaUdkiBdR# z$cv2fDu%6Qlo`Bs-89niZDkgM9uU4h<&`L6XWT2!U5VH8oq@;)HJqw4eq$X-TEgo` z2RFGNSxr7n)gjnbVcjP7z+Wfm6?dA(L#HazVSY5ff)a$JByctZFN|; z8r*BiR)+IEDdZt#DbJ0t$X1(GA=Uz@g0uwNq!SxCxeMMhmKYcH4)}1HEWP*S5*p3iA%TV*aRv6>|=Uvn$1N_Zrj+eifKY`F*Fk z(lGe%R@Y<(pWtt#TSPXImxs2(&iJXL~LtooiyKgwWp^j4W!KoabpPl&Lhz z0l~q0r|w(!;z_d^3j+hc*X|EXqe{u0btT#tNqfPgUE!_iq{0>`80k#DkcSa`{jv}N zk7I8a>mK2jPon%p#iZ9rb|FhZ-XUYR^OSpiARvb%gn=;V8htds1)CT22ngK#{$N>! zb9sgE%zSl$$ez*fvFbhv4u$OE(i_Lc>Krg?1xu)v9b9ib44O<(iw1308*T|1e9&9O zU1ArCKD$4%59$rWVd@U>)E(RomD-c2^>n1n>XFVIdmMXt`GvLtk93$5Y{aEXAzZNB zqUW^b;02M0{9xFXXL5}WpxjaMJ6y5 zpYtr>c73O!|ETTlcsl=+)uiLg{!HCRcQIPARFIlwo0xQlu1d+4PBe2u@78wcAi*12 zdyVtW5eW!f?$iT?#XRfu`RwT??;0P}hEMA=ci|h=p?kEA*TogG;-+3?#3n%PxAyKO z5C2@U?A88rna2kH3=S_g%{M9|>Dsw#d$;|LWg^+QII9!H-G>;+18DTODkiUQPDFsy zf{SKm_333;Mn!ap6gkRCoq?vyD1)5jK7aIsWcp=5b!RG6k0GHW+3k-3@%?6$6X{cI z_r_JlXf`uLv+Fy%);ddkj?*x>t?H+TZmAS)WjiR4lV_A5J-d?s1|sD5n!fkl2U$^Z z$xXIwKKl37cY59%_>V;M{^TKKEFFzkNot>)yh0yevTx={^`{Sgt6jFBE7Odc+Q+bU zL`qkVLIiEnIw6D~7FtI{m%~y7_cr2<;du`#l3}qgk2n%-hLvYCdx8hah$?R>H&weuUumyP=) zsq!d>K9MLKdHV+MP4w#(j2`fXh(hMCuNEQP`B6g5HrgV6kA5=q@-U-u8Kd|dg@Yru zzA+1*+~YJHIo8O)Jv@nk|EEKZ6rO zGN+CA+u*u0FwhObEGHCyggOOZS>UM~ONP@rJ2^+Or<4GF@wY3CfXwQ(bL6N4FP7Kp` zLR2K#8yAvg&-Qzdy7;hZg_kP=twUPrbm$p}KUpvsL)5>f^5*bVT8OBooPrNZW70=bcgPeQtHyA0hb)J1L4XG|5rtgO+?8A{eniC_`QjnDK6MJxM*cB;k+DEoXJ% zcW74oxx;CBGNe*6p@Qjcd?PcLZFTo@wAZ$yLqW!>4ziCR8gYTy^f#!KG6XsC8)#Y( zjnlJo!^ivx;piGZx?-ntw$nBz|A~`e74$c6#V+{i>v5}1X4I(9Fl^s228-SqyzY@E z4tr5@zW&+ob4G5DaloN<&Ex3eJ6~reQKHUHx=5?jkM=nl$y!7oLnPbts!D#VLNC5 zcFzE)MyYL7dY^Fk$|NK;0Tmr`Rn5%@TluicXm!t9!Bs$k=h0&a`=yMg?Zt@YUM>n- zRHRC;H%$I`vElBi-{y{nbd&#;$RL;XDwM%sY-lrK3ch2bcGhNy1$4dmh9U%HgDRZN zQj5meiv?|J33nnN5DohiY~*cpZ+`gUl{hLVnqWj)R7^-bmUpMr?y1Ffot$U!UZ;r0O9UpR5%qIc^<;tjUkv$U@6yHdyn3nx6P#uDu_#Lx_|c9 zHa=~7vZ&WB7|A+}SMp9#I^1Fv5AEWiSiZVq3HaOFk!6tukqd4A{79xt5}BDwY&Kvg zB)6&eOePgeMV=_;SAM^$HowCxBn#9xl+nLFTaN$Oj(^YWh6aYbXA5QpZWGdWu40n*N zugj?O~k%$tBApSVJl@4GoAStM2AN7RLxVKa@B&tPU$}r#DJ z+lTVehs58@Ghwy;q)N7jnu09^UuP3aG&*+pFa}N3{b+uQD*M`MV6a{z+}(wP{s|nb zt}>8#dLovGo2rO(`jv1&jX2=wqHEGhHNk`L2+QmWrEds0HJ zYyd@+b2f5&@s+uR2A#&Oo$fQe0oknr^%>&bn$Ny9wrCvahL6JTzx~Ewc=OF{INj*C zX0cjf@I?eMjwE%OoAeH7-s%eO;Pbe|SLXXu9K)d!m%hE@R`*3kN%N0`rt0cJxyGb> z^35SEXB8RGmN0%!KC!qZom5k}K80Ipd4i*s1wCA_K0E<+Zo~)*IrnzRI~YbA1g&3* zw(&Q)!#stj1}AUce`WG1#})aF$Mu5=MK9|OJ;IXKUc$Ljo;&T<-BQbUS~IHJ&_w~c z^-dPo-PQaGe_K3cJS@5Rb#>MOgl}Odvlad&z6aF4)wOW`(7)X-CwIs=MOKhaW3L@pNR_sG#cR^) zR-EDs$1PhbF#nZ?dYxsI`VQKILf+S$9)e6CK?U0Y;VR~Q$Hd388V~E|BzC%r_tb5w zYeg?IhOg6FCs|$(f@GRz=CC@xdyREO$>wIR;5?Z(?`#i8X{cSy6fOu&aUDJ}U$z#= z-#FcLM2S0+$|HM%`aUD^ z;mJwSd|-7sT0omg9*a>l6?oj?tO6(?zY*FvsM#5Vb0Uj7(9af+g2kDttR)CPBZ?p3TMT zgg??Yr>*#A%3X%xIxubIaPVPINC~;G)B6_c_GVxO3Ifb}p4w}Vtin{o-VFYrl!+Z8 zjl>5W=3j zr*rI^<0X|a!u%!z#_#!CCsBD+-epB@cjxn*ajV}wCIdcSZoRZ9?%2eJdZfCrq%mw? zYK;0Pio%^WgbG;yNA8<*EOu&89g1u0EqPt{Eo*_>S*HOkqy<4=s4Td04;v zWwC#iM2aE)p>`#sGx-Tw_7F|G(7*R#oA!n$p%M@Ec9RP;^U7m@Fx9m2;AqX=3bwcX6&|N!d4URPANjzt3!Oa#kZ)6@ z5$Le3uTASxABrfSH)eIO4D5rettygq)~SAq*URH1YUAkN`Ay4;=)6Ch`5Q$G1AOw?~*=y84o@xP@fveodSL02Xm#G zkbjW>yHN9Am@bo-<@YS!vxoAryPi<_6Q`bSp}=st?qBL`Mbuel&BR3YAdaIM4pIvjGscwRalG+sUU4PN%E72H2$&XQ4L`#$0zjX+qrn7M<42GifeoB zjtdW_NAjr^RmLT%<&eM92vhiNXr^!Q7w3ub!E9o6!Y?F?+{LePwUc0e?XcqHAT$1w0$q4IX}BT&z-7t>)pO2I0o z%avHpm4{;HE4Z}EA-3pU=S5;;N8$n?a%Q$~%_dTSWc3Z0nSGwXy!Q*HIZEs`K)C#6 zjkxLsXC`98OmiYtDauS_{(Ps>&+9rOgj(^mGOq<{_fo)O{D|&DCXV3lV_!O?Rq3F1 z<^|7j~-T;!43_!Imz3-ug4UwF&!zlQc|^} zDIjMCZEA#ud+lS|9{IW2tL5G!c)Aeb&tV6zf^1ZvML+U(pH&*N>M+MrYvy}aru*H% z5FJ;vq{~~QWIz(4sR<24QNlgwRm=DVT*t{ZRrYMzVj>|Jv`Mr!jcUZJIdb?BBtuWW z$Z__{(#-z0#^ZIMOFP>f^YwO(n|9+%H;9o=4DgV^EY zi2t*cMe+p!@@(oww)jE43-(Q6i0jknsM1>S*c4pGDn&tfg5PX1lBgKvTIBx2KEAv;o=M1N|*Nq@uiC@mD>6C>;ygyCXNi8r$PcdWRp>-^Y z@*>hC6=~V2++1x5u4JmBYKKO$#!Oj79v%aXI)Y`LiD$9ScDz>sP1@SZwVv{l;&eZT z{*A14+zbkQHT>o{NfNtXw@2mNm2jI2qq)qv$`3UUP1c5P7|M4q>d-lqf2nx~O-u6Q zK!XXDIAWKA+rQ2%C7$=}#aZZH_}J&ycD&Z5cV~HA`!16s+G4qK&y4C!KLJ8wDerET zK4Wpna>e5+QEHS|6%=GR&*LItigZ}DWz>w%_vVtOG(V5SAZaCTPaT^bH+w>Kfz$ohGLMFz^0f_7O5x>lj_z11!=ajt)qta2to0j?#DfRuq!uLqlGPCnQQ5%o#9oPWDLB@u_%@pr&68pk?skz$OM-}N%<%_ItaAE67u#Jb9*9^4$CcIYKmtX*^wHAVs1W~osxV5h( zR)|I8lyvo46&L6!ZIU1Hxa)ZPmR~D~e3$cE`}unmMD@Nyw*hqmL7FWCm5%F z{N=%8CO}kt2#Y~T0`hXC>;}=>27Ke?8r=DM4?rJE>?L$;v{6aIM-7qKkLyO1ftU%j zQN!nO3W*<|YOJ)QGhNVHi)&3UA_pftz4^ICpLM_03k4!|H-0KJ2*H<*)riAyY= zWk;f`P6-4`11X<2J8h=Rw#?#6sw&>}_yj6W!b@u7(Y1RMWh_?{Z2x{zpBFgchT-k# zUKqrp+*syE<2_z^Srt}q%eZ`adg#dEyL3=`^&JjpVWVLfz^Ajc;Ms{n#FD_Z}OFzq3;x4*238t&XL15|QH3-wI zau=C^_cMkOSRoeU3-h4Ct>$u7jFhGOqrXgU`t_jSf0CpT$e>l@@R1sU?0-Bj4V<$~ zf8_@A_4Pp4S4P$x#@6`!Xy@xZzh4I+qhyX3rw)Z+xsK1}xfctsAAT1#XF{$+x6-XW z9#YnlofygxTV%keEi4y#CNL-8fm|w|ctA`fzN<1OzDXF*_KR4mQRhSdBqQZ7_T+Co z-jCs}TtA$DuRmI{fp)3b#2YL$l%fUcd^t}`_zAc@5NM5}xaEGnes#SDz9iRDIE@1; zDMUW1;@QIyo$y@IpS?NsKFZy5QqFtb&5#`~+C^tIv74;pVPGwv${BasAT8e+dUI_V zNEuFa1!_~}@P-_af{6VmrV);jIWrO@=Iu?4@5Z@UPmjy)Z^U5{KJR`9CiM zTw1vEt7{&{&qY}?KNwKL-UToqZlF2AN;=}b8eY9xA5Ck`=kKXpPR5Vb>u!d{kPRJ! z3AswN=)DGGK&DHcW3nh91#c1!A2~JNG3m^8NB|nT;i*>fY!fBb@pwg+gq&e4cR-LR zo`+HH{}#aEOR2vV#|v{};LaJuAwvT*!_i|IZu=N+5O(3QQZ!s$_E&mNHXzG<5b@B1 zwhiLlL}g^E7_h zH?9S1jOdulR>b*~yMOx|3*m6j>BYCe z(ZqNH$eU-M{2E*t5o1}{{exg?_d>^V^y-bh&W=GFDuO|whf zBnvJ>oSoM>>Sn~~Q;C_MV*#Ewd|6I{jOu+x@F#7ITc^n(cX%I$AF3W-svm2VR~7xSLpC>35LLLHOKt*_hpHVbC-wRWe@1_Z%&yV&2n z!&BRM4ND&Trpwjm6S*EM<_TSzJ4-Bo0+5Fe&F zvp-Bnm3_d|Lm~b&S80==Rw-#W9oOiYcl3Kp6HI(>7d){Pzfh0wyu9b${F?M8&+R(n zKG6Cc1A}AA!Q9ZtOZs}IEm>`)(6}&w60yupB?5blk~0m%16=|mf-#lhHhSU)O$F?A zEtANk0G31B9=+siU$A=}j3w?=U?7o_(ptLk{D=7kl*_)p6I)%ZU`0G`c5zn6qe=)| z#3d}~>H?3QQ6X}4+w?H6Ra$e}Emn&>3Ja><`|Amn!Vb`@;^D)R28BS=3P4VcfueFm zD4BMia6{SK$I~ExThrBrlZh#h82a0inSh&|KgSQsmU>-j$|U^5%X+zqUJtmqqh^DH zj>PG3)}nEn<2uQ=XC}68HXQzZZ{=%yE+z!w&3l${)9UmIz4eDPJt=7=d^3k{`Eq{5 zKK(gAo_=TK8^F;h-HvuB)1HOs{hr+&R1pdlC|OWlA*xKBSrBTSciknEX1flI$I6#$ zp>vv%C1@ur+v8r|&PmP_nnOZ^)BFkYY`J-u(^;9T7bxEX6{J!atJJI?+>GMi!8$A&nP7t9X?`?V`s)yS~4l+EP=3-VpNaI@T$gU8Gq(k=2X_7HIQbV zHyOmb^=mZyeqb)`(Tgoy9xBmix9brvGHw4U@oZQpQAXU=fxa)UWB3P`j&3flyc-n; z3mnk(VMj0Uci;3n=;`U6W^Us9CPr1Ci`aChKhQlboUkxF4SuRMi+Zp($BNr%5QaK= zlL{(*f6&EO;M4yQz#MLa|AK|Y_q{ECv(5q!2bW%<&*}=+R+PCNLmr2BPih$chRrH= z|I+?&734ME>otzL1m9zYhrhZ}Am{~1%rl1v6*TxI6TP)boFgN9ZgfVnGzt!U$XtLA?|nz8ht#_f6{Cm+EkpuBB+-YU())NI?0h9o z|1H&P&cCK2J74_5X0%*3&7%6ry|0{k{}Vt+Hf=Wl-6o&_qN+8S7(x;UModxbm2~y@ z7^QhwSilSInR!7Qk9W!6=iR#xr6!9pf5ov_Y3Qw&vcP{!BRf~}n&0Z#iaEE7qZS!u zuEMTPc)^?cGwsey@ls!E^%|;-f2R9fPz}w~yPssl80aKMsy2C9y!k#JFXl^)6SotM zCDW|~$${u(L>Q!pu**ZG*e2I^OHZK(2$_6?OZ2$LchPIG9H#VT#JO=r(CHjHa;G-?ZR%WiWjQcUXq-6Dtl)nj3Be~R>4VtQqo`PM2L`XJ1h-R&sNxbVjGhOsJ32yY%Yb@0WX zq;xu=jxo#Q!8R2jXnZr<)P0h|OC>3G2ass#hcCpV&l-%c|KLmh6@d_3XSH~AErCCj zZ2;IBEk=o?{7=rne-a2%fTqZw&G0!-{~u*<9TnHVwD~511PJafA-GF$hXBFd-5r9v z1q~Y9J-E9!4#9&vjk{ap+|BR2@60(fbLX!6XRigU-t4bbJyp-Agh~7XX=XQs}oXd z7kC=tO3$C6dyqey0QjMag$8+ms{5>=hI+MDZGY`7c%Dgf_GIJxV?rtWZy!4ZRo$L> zWb(*FIsOc>Q{)%4Xngqm2R! zzhM@U)%9j8RAk(>JC?WET09|{^*`nR0=bEwCJceWBCSe^{z}O8p}yeTpu<9?0*$F^ z|0;7PGG_EZ1T9YAV9lkIxbXsoL6#Xf@7coBR^=vjlTVC9%JPLS&S?kP*1^I=!C&=_FqYK>vWC{_(?f{@)I*TwLR&YiUYa}!^6Vb6i(qZk0o9Kgs+SFO+#*KourFs0YcR<+U1wdM+^3NjVC;njUSWJC&E z&k2Aj+CetS_Xdmt#dD>0ic>p;#o9rO(Wz;v*(stcF#*!C*JsA|13 zV-=6xm32v6zKl7lMY9OPQ&GBk^YQ84DuRZ2Y^4b{FeC^=4Ml@=Hp#x&MN&xf|-KcL$LJ zodQ^hQ4w>y4;o$dL#v*F0;R&tY{}A(0|zaSjvFkX!#*T3!9xi=r)Tf+2hI9R9KF_b z%Q?BEic*=+y?e#fqen>PQ{LhE9LLytM&rYT<8kZclxSwon2uiI#xe{dexs6+IV>1^ zvF@4iAiQRnY7;Ykpe8+C|E>0If99$+CXIfRD@ z^|Q@Y%bdkMzU~B@ zmGX>0LLnco!6&;L--Ox9I~8iF96An3{+s!b8gk=fyLc`~u|o#CA$9mPYm(T`6GE$E z-ws_#F2j*n0L@sUTF+v$P?z4~;@$<^jIJK*T=!84F#v5s!OHP7s&0?Gk6?D$3s6s& z%z@iRBm?Y_(D|hCy+DJb*;=;C{XVk#M$<|QNDwg3*5Q%-mQI=6fo1yY7t-+T6Rv;2NY$4_pCVJ)v6ykOGg^KR4~g`B<|=QpU2PhnFbv|U z`i?jT)b!b`7X7M_9)Vt{DPU{A_EQ68pE&bQ{PqmhICdR8HZje5Ye^-0n^knDxK3Y88TM!ih!o`^U(zn;AgBx^C4$RB7Ow zq90%FvLXfwF;Uz++a-Q6YbQD$Zh2U0DroUm_tqIW(gPU;c_XtceiOmxN`G;kGDAb~ zFn#_Kx!7ozU(4myv*i1nzCUz`Z{#_(V-sldVHs8LejwwXZ!q9t0Vvv-KZ^J4_ebJO z+9L%J-~=ENO=pQA5pPL2v%7n9jlc6c?S8@dCdE$H?LDd_G#v=`ebT^fUIBTBB+~2U zRa73#l>A+s38&%!UuOK|*qln* zrLZl9A#&ooWvI_GSn22qJ!uZ`>G7 zJjWpy5N-%#yu}`++K=iWAE((D5iW-wK%a_tXdtFtd!pyCTUGq1hZBcGuKoaj*dxB& zRxCVWC4#-_?%opl%;mE|3=+Fci?UL?{shf+!lqGUoSS~Ma1^DzCcm?XUd9y-i+Tc! zkeJOomdTeE$sEgL@{|Dca=4bC!RziYG>rOTU}?l?ef;Q_xtI(Fcm`{O9EpD zPLxjw_%0Z3Ep3KA&m(VDpdlT;vKa<)k0HFzxg9qvTv212!<^I3w-1!L73@%{xh^q4w*Am!z&s72G-9Q>)(!FxVKN* ziJx>NC2d2AY+`51$x?Fc;p2?afQ$o#>gP}fI155EU0z1osL^$f&&YxY$~g>)RXWvS z;^{JJG$XdX7lONmXbF!F;l#-K$KI~@@Fg5A)Ykl9q_J))t&yMS?;8@t(d(>T;MeBC z$OC&r;!1KA@>(iNEFm#s*fcnm8h-}=xupIhs{h|VC;-e9#?M0k^(_Pm z&~eVYTH~YVT!?SSzH7Ev*Wd3^eB|FKX5iF7#ox2e~bA6*ll*a zMHLm>myAHL1YJsGx3GH;Uv?g@UKZAP;Fqut>(!?UB*g~f$Q5?C2VX9S)$9~+Ml5V- zBX_WOn$P}O>_q%w*p6Kj=`~0H_Ma52gT8Xq2zH{Tc2@+0jl3&AEmFYPeNb3?0Q?o_ zr2lo=R=|--B`TLY63tmkvmNUd-9sjuo{Uyv(0+PlZRNM2roPAm*P!Q+h15V4_gXz9`PXSKOtOylE&jWl z&Y1T9Wm*2m8vWM?!8KHX8MAi%v+mpfuU|xC0#-QX+E|hj_P=fX|F>23KUS}Q=Vy{I zFKlmzlVz^gK^EZzHN!gZURhVHW@AlhIv4-z%0~%@uF!3lER@SC0N!TbhQj7a=2oizkTO z#RGi8!(BgWKETe(R$m2qFa5*r0q#y!y1q^_ zH<))7P|I4qZuD*s@|r|V(89tE@{L4K<^YkQATr`#6c))>R?E{Wjx^v*QoaLPAPXnO zB2rN*v&1>9=Y>Cu%l*FolqPd`%gWpWI@_%tIe7K`a?kyhpMc9AKks4<3`O}KA}HKU z+0r9?fkKW7`@aUp|A%$phjJDq_|h0WnIj_3Idn{}+3b}mqq4rvQKT?+Q?~Wele$_j zB|elvOZneK7D+qx4)#|hODZM5O`!F%WZr;uZdbs)QpVzp(bcr}wP*xUGHr+b=O4NU zk9Y|TD(S%;FS63a3~PttSt7wmM1nuje%jfPxXjm8`ef^wGG=3q;!gmig?@K*sQpa0 zmuILFa8bEojrnsl5Lfqe?#BJaBXNxkoZWN){eM5vqx8RnQ$$Afd>`@@H?Zk7L$O94 z{2BB(h4ZD7Q=SccN%MIPT^yCQ)-CN2thew_`{HS%|o10Y0jHcJgs=MwRIaC#Hp+!1LlP`gC47%-^BFu9l;NC7Meo2!B(59+Hch41i2k7sZg-BFN;!76eixuzk zJ@hK81zRXLKBf0U^c@(o=rSt|#KznhsVG6s= zVjyBSvRM|Vy5+kqX&kSM;C#DuVXR>8Qg>X{_|l%Mc>Kuhp(6W`V~sV1^xV2~0F;S@TBU9wt646_ z9oP$kPOsN2d)$+{4!8(ZGc)rBe9Gd#j?F4VeiI@gZU$P-bz4ks6_0SW@8iwudEL?L zG<{Fe-9Jaebff8z!Gxu4PaZGVoROR^vw%wT-fPV=8_PrYeG$34*vYxSwo*9OoS8<0 zV#k&70iv-ipOkvPs4ULGLs_$2fZ(JQa#Kzvf#z5*qdw1ee+>Z60W&2uQC}El4ow@K z&@fgcp(V#*c(I<3IB=}xN+nekJ%VLkQfA9miW&x@hz{1K_ePu7n^4NwPNbI!A^jJt zb??2@%HaSp26<|8AiCIkK~cHg(&TXd%dDMmfmecXzKBpsFbppJ9$#B6~pYC@gV8x-yo;G^Jz%4obgJ;V=J?o-@G#&!cYkA zS!4x+KDbu$xmGZ{juEe(nnJ!l)QCqB6>ihcmQ+CiB-;9egT=u@UaeHn0|1p(E!UOP zYBgC&|-k?WB{(g1%1l%}4+F=yl2~a=jpC7fGJ*FIPCY^^f zS|N8npMdb=4eVLKkD!+>t$9lc9pYVv5O^G9H~{|D5P`$i)y;@Vlo+vc)HOLapO5DJ z#Q+_9+UO)5_iTFYNGH%;pRq=Z(Z4)PHtSCVD69=hgf%9guCa?+eJo=PMpR z>A#(4-^EC-?&+@)P>E0n9cv(TkQ0G3a}f48apo8@c$=$Y>2cMWnofAywC@e~wGV5;yjA~K6 zD&^&bVLh)SG~_6=Q^Z(pBZHG1oLc-WeszIJImrPT1-+#_x7H_ajN+Q9FugV(uoep5RnXPy=@ z$2rZ++HJBm0Mdn2O*~h*38nA7fE9m)hM7@|`d|r`YMJKc0pjTGUNw4Ry1S(M;mm&i z&}>yzuDTiIu2p>e8EK%inu)?EnOW-C6QEqM4_M4MWk~9Q3?pS)p3hfdHm7|?Y8S!_ zA=s|!;{e}-TQ}bff1Y^kzV$0GMG<+2w7x2LX|h6uLn>S~gD#0dZ(?x5XLIqxXVqSw zt?R8t$6Y+f-N%d-^hlEh`Mw{X1w`Wa_}aoEmE7qt73bKxNBh5sw{<T45{lV=H7-zC3^>c{wjg@b)jp}`0yMg9 zp%-UFUyS3cLl-mo%uo^Wcw>QFv4V{0ej>@$UX#y%NVfXm3bQ=Y#tvs11=w(8LcQjaO8FI*XPaA zCP)E2fDe?6bC;#!^K3hGT&{I2#~V2NLCj_Oj$XY31}3zEbb30^QHk0QpRZEDYc%LNLktL9-)Q#@;t=+^yE6waiA&Xxkq{i zhM%yrqN)*st-Kk=mW#2rxCoRLrVjT|Sa}?_IJZaB(ky4oENx~0

E@iplUCO22<= zEZ~cq!RB(97h^lWT6BcqiL`2G_&ObnEtt~tOq8~_PTbJb?jP+7SgfY+9}vA`AVzrk zn-hjC=JoZ}M|sj3M-i1P0I^eqI7P(0hPRcVly!MAN(@F-&c!`??nM5P1(YZOKmB_t zKFG0VmqdjFaDpcU+OzIH8m*!DN|SZ$BEN&A+vQ|HV^@Rx(E%=j>o4{753}Vwga?tu zM%)D7&USLHi8TFyLm*5eq7tXO0CzT8W(35b~V2$ zR07pp9r1P6ct6-4@*fAmjSo(4TWYH3n6HE&x^e$cILb|RtZqJs)%lNrLI^TuT1M&iGKDxI*qn$4CX8Nb^KrvRJ^&U!|_ZXLt{DAL%t z>~o<{bC@n0r+MG{^UuY+jd(&vwtryX>wX2J^$!Ex1AAoG$0dwR!Scih_1JE~o{qLf zyFl%**aN&L&GKT?Zuk$G*js0g(Z;yz%Sb&iM6GLo1-c01b% znZ8pgQXc>D?Uz{BatG07mfTZ+lT^an(~6ac#owC)SuoFvF}N(o4ElI|ojHEt&=D$x z68h`8PA)8$ z(yWkS9GoMY9iPWee)iYg>_%;p=Dtf_@Ej-RcaYBi92>I07oOBxC050B`A2+(^aTCy zxXDHgF_akMjfyUSo}N2xw#=gIXeU7-B9hI?$@UnStUGb6+yl=;n7?BYPc{`JTH%#ni==tc{;6I2& zW0%>Cf4Z_6dJU!V7>&e{Yb78zA&k5I!Po~?DJ*H?ntylKPnsYN^Z=7ahPhZ_Qv(KJ zvDF6~lEb<`2f>`uNozcj-_MdElA=~5Ya9%)vN}0BHJ|uFT&&o4!TxX+U6H|aAam$i z9NR}lS*bME|G75@Qog@xeYC^2?Vf^w$@Ol6<7hi5%BEQM_~2%c|LJDu*^oDzb@oqQ z<$I)BJG$Hk=TwmIK0;IB)98eZtbHAtTg(HE$4LKl{qDhIo|Pxi8AMPsU8yFuvRkR! zZi+r*vOCsJV+VxpGN&4&sqAZi7_JEp;sQHKevvVyq9&I&xt-_U4`gyV?sQt~qtt(t z^lIBO1*W`*YSPO93KwuA`|DF=6E_6h5&S;>=i@x-_osX3kMQt$(kU#(5(D$xwqCqQ z-2@vtuPGu>M4r5L3#)dKmFEUfX{z?pnaeIUUuN-8<&c~pCpvvB0P`%KMy15fLDk+7 zPyX3Z+Z6Er0X8dij>unm_g@9Ug;NDGQWCL$ri*}6t!fTB^YpJ~kgNFKJtBTX(ccwV zlDQTcgX~rip)(E)fB!f0NZU`7Vjgd=^wy!`bvbM^89Zi%&d2-`X^Xw zJx~POs1KCnb2651<7cf|IvR{8V(Y*$D+?t6`@Po-ekn46X>mOSUdtg>aH(p!TF#`s zkEX&xa>9+Ki(`}BpP=w0^Zl9`?uDJSJey(@G}(*T5AqH8`PM111v$Ghg#coP<`5te zm5I`*l?Vb;B=V;U#})S->f_Hv^FGuUqZJlPr*x-|6XS!@(_FTOkG{s7?l(d5=~Le$ z5F^!gNplM1g@lOz1-#hP3^>-w5~@U>fdZ)Od{90%62Yz1wU&l1cc=84@{ed%YPE{G z{fcz1+KC`|?0w65wp`Kzjb+JY$Z0Zl&*pGSHlmmarrF&xu!^5^4_*2-PeTl(a)jTP zuU}t3p$3!eO-UvUDH*KVF*21@acI_zZ=Recx83CO_^R3TwhuppegL$k!Ct9EVC<0s zG=7Nj+BO^s(}f>E_u+S`t~Bg(kUceeqbQA%f5Fn_FmpcdY z7RqMjm>%1|GmJp`q{%-?6M(LjHI=%3UE&OORqV~l6~*p85%8; zYI*~=sp$44FH$W|!U}ErMCK}V9?bbVI5+YUtrBN;k_Kp0G8GuT$D$5xxXiAbCI3qX zpls^}Xwd#=4)@wiJMomR426AXXWWiEyw}2sjCMpNdL39ZrqAl|!zpgv#Ef2>ls;pt ztHp4Mv%Zh+p-h=KXY;)Q)3lXN1%{&V#UcheJY`S~zAr+VoH7zBG-_M*4VvcxDj%i_ zzV9*BixJ*$ZsZRu16UOXC4YUk{ixnqobQG7C)%Yq*KSj;H_qQfS@HO8jM#!hI$olj z8@)UHF+(y)krpa=A;Xu>i*XM~=tN`C-Zef?rq>rR$X&0>LL{Ip{0N6blB>i<^6$rb z_LYC7qX4q3rFSI?NbK`xyHd8wzwE9TdyZ$u)`u*&E)ea)*EW2VmXX!BzfKEYMh@?7 zl$U_x&Y4>%hsEt~KyRQ|J%!IK$K%uPufT)*zNZ$Aso=+#zS;0jpT{*wU8Qff_X83N z#kKv*QQzi(j|^LSZgoeddqKK~y>8R@pZC78tY$7CP}&(Yev|R`XuZGH_v=&?ZnrZg zPZUkJ$r3V^O3j5U-py9iB>i2G|yig5ECOcm`U%Ud4`35)8}8MpK77C zdbQRGD4&qz&dZPL!??t-@v0emCxVqX2PHcKM@#SeqMtm&#scm>lwl*9oB}?PgzkGL z+Uxo{Ur_7nm!};R@T?P6%ctiv^Lo{TJ~8RKJfP?05eY(RV{m#Fvoyc`JIsinYyWy(tB*z}Si(ksrN~twxPRpK4SR;c`W@11` zy$Ge-2~NjK0zf55G3{e}Z^Dm2qgZ$|Mm3o-5malG%HAtVy87_RgMX5)l+tm;bUV^w zbyd%a@Fbms_oRB2hxZJOJFkXW@3Gl|gDLZM4jUcJ?0)nw4qMv846E_Z zSLif$6_fh@shWV6GEuK?0q)lv2KwD`y}Dz7w&D@1S1A!m8jMh*Swp3kpD25n&1vQzBMM`Cbt+?B?w>%^OUR;%HIzVj0!kZ zUGM*c6!8(P$F>_@m_uK&<0ZLlF_DCe`iCK6vhZ2OdSqVWYE&(YhW+OHOj8}Y)Fsc0 z%ckX{XFb3vVOK0N2XcSDZQsuu1$a=vsE53kdMkOrLX*(fT7fgv{z`RWXy~>1TSXsa z|Lrq9P9>lvf6k%DWfjv9JMflIuRop7VCpB~G{b=v%>I-0e2h`bmM{6`4jtd9bE^tT z;zYN!|HtZ8Ms?e2umjedH2|w06pOLj<4|9mv-%tSx&Ldsc`n__=e^cn^&O?yZaP`d z&jOyiZ;3_E`_2pBqWp^b1|y16g$)h;zBt$Em+o%}>7*1D z9Gw4OVL^yM2b|;4%CXML%}K2G#m?oz^2sy@n0_IH<8rkQ7d-hZ$7nj|@yU7JPVtWW zqQ@Ud{YZF3%TgZR2XG3EKB-8n4vG=`e3@V|;#DcxEd^;0LcLvSZ&2A?-anMP#2WHP zQE{2r0M9T8#hiw(MY1D@4YG7IrYHY)UX|^A_x@r6Xy7jvd~Qqp^5h-eg|@uZC@f6B z-|kGRW*ey9<6Ug?}Wo){h&W)w9;rry{!HsMXW1Gkq2I-1plp zRUJzL$atT)W^5ua_^I{tc3)5knMD5&f4gRezV=Cy{aT5)72xSFtp%dvj1G@e@ zX+Joow-lYw$#2j@72cgf_J!KP-daAVHdt|e%s$S0f0^&irw0O0M+D{=^XO8_%hS4Z zp(#-DHR3us7i`wi&^|dP7C8WQ;HoQ&{SB@}?VfO8WuU$zHI!8b*h1KEZz!r#c zt8?gHj>1<~{;x<($ND(E1A=t9Vepb4vk~R6C>M@WXX7xfO{!Ku{)BHIrh9Aq$^^>K z4b5spjn*ra71!T3hJRSqI;x1Wk(>L-BI`@BQ864!Rc(G@5uRnh!D30d>K9l`D1&%*A0-xj z*DD(neSSN)*l1r!GX)$ytE}|d@b9b7jQfV1oi?^CLYkuqJ^53H4Jc$o3E#!YWm>K- z{}4H~P_qlRh$bcNYYp%X0VG;0AR<3ImF-2{A5Z7X0|5P0QQy!n4MTlTQr!k;12t&f zeW5?B{B-~H*wzOS-)3|rV>M_MT7nbFG}vwS&g@gwg-YSTLW|gX&)M5UT4Dw8`IY&F zsHoBP5gH!{-3?xwU}V~^tkj??EjF@RC`>JeZviy1 zg`snkilgZ;HM=mig-TX!0Ir@F<2IE}MFR!K@&*69B)LK#>P@A>;Zits4ONv;mC9J= zF}|^+WWti;1xG>jFmDYCs~f}A<7@rkmu*`A8c@82!|Qxj~Eq2a3;wO&WEzci`V$6@>doqwOBFx0Ux4kVs*+E8-B|?0^KJKB=|!mj%*Io zWTh-(Fd)!}h(%@l1Kw80%90w>u?!lkhwulq@rW<`mm1{7mx-j#4D?!28y6Zs9u$&$ zrv8FF65AeDNlG0!QJ|X?4Jn`>w3#8IVQL8u@S^qGxE84M0U3ZCJM3}3tkyNf z-j^K~Y(_AqHPGl`(LMBo;=|W3IeW9I?7lkvn|Gzi2lriUex6#=&=b9DelFXV*%W1+ z=5C3({C`Scz<%7*cQi_%sNmfX6_~t?y(QRp(o$(Testk477bk^?aaPiiWP8>61w8u1_|@w6{1X!XwpK1=&3D z51B7h0tq&Q#>YnF6YL!{Rp>xbiopw@8B6utYfS)p+EKIV^o%$sFXl>h-un*8p7PNj zC(gT!FUo6U){SvhV409O3dKkpxeszM`s>V%6^j6I2S;MH6_TCUA^-l4;pKb_H<5j& zl^etnNZOB93GQ-(o2(79)A8=)Am0f1VYi=`aT5M>y9NQ2unhNfAN_0l4ABaIx(OR( zV-t{P=T_@5KU*o#|6tn^@xHEv4R5eo(+li;x-cFqs;(LD-I+YuEjqmY99`>E{oBZF zCt6_mcGWvry-(aVyI;Cw#`=iqu!uS9PfOpsPa*Eg@A?UXBXJln^N8Xj((?{iBj^k-eiF1wq<<-;pli?Zbhj&u@8^^D?=9F`lwqcPV`?yb>1EEz3rl$W8R zh^p?>oUr|0BZS9YKm2jX8<1^~WWV&X52^>n+#~A6*ckDuCC?;1;0Q#It{trgXpfyR ztKFaOrR+&A5Hw3ki2W(;E}6kM*6yRZW{U_}_@JF8X&Rwte-`2A!Pp96>OO|h=0TWQ z!mh{|_^B_>6D3bongx z^O8zg5DInQ=XjT7TW*gWm>meK2p3#gChDkU6sVFUh5ck~b8aGxqZ=;=U>EvoI} zK7HTSW%E2C7(`ovXWU|KfiVC4V4+ciSzn@AX4%MVl-*R1*d(TaMC^5s%vuWxSG>>V zm;S)=v0{ta(I)Mf)>xVGNi5*4nD=)!*%dhtQ4oz)gN!t9Co6Qs*~k=(fvAvFDrqZk z;k=rVFE~$!D)0L3xZ?HO=P^&HYY8k-{t9%1yDl0;nB=X1LEX25wSzz3(gZAcLP44B zWqm)*Evb1dIYfK;d@TeP5DySL;ZM2-$X$4qEX+$-=N}NAVVK^;9x zb-`@W6+wXIPjFOcGbifhX)+h6BB{~g6U(|fSi4P^Q*VA9{6Um&abP~3A2#lk1!Vry zGWEMjpB%a>kPlYY_vfVT)|Nmkl_-CI?*vkROk@S7v_t1t;;m|xEhBq^ zjq2}x?1JZ|Sg8v%7o)s-)0ZO)zv0>u)YIQARE0{azr;T@xf+osH$zC0YCT61p2ayT z_9HSTKW7tS$`fbqu5tb~HNd^le*~Z>>M@l?DK9FgCaa2D_&krHgqv^dD`vEt9Tb3K z{bsuMGnG6rpovNkI&JxnkFyET>(Cx&onM~V5U?Cf#KhTCBV7LsZSQvx~C!5ND8 zbO++J1NAfY4iMjd$Z3Jr9Tm^_ zGo~(Vx6cL?<+2%gE+%WkLYzm0wY!OXgaI||Klg)t}PluaZ;@GWq?g+>;`uy^hB9v&>0$Nq2 zPm>S0cg}zK1qGAYXmPW8oBh&S<6Cd3GR5&3vILqGem-&i%RzQ?Jf*W!{gjufRKcHQ zGu-NVw9mI?>j}r@3v^{r`941aTTzDl&84U2y%vU^LegJe5QA>VGbM&vf;`D=?uK!=mJTcH~E zUDRA7mRPpp$l49Y5u)jGv7%3WlRehBxl+}nf zDB&LA)l=3`^Ia$U1Ykd}w$)ho)9lQ`U8}C9e^;Mho>zQ7B%wHvzf83I#i1RL+zv@! zF{-#(O1lH5C`kB>@$SMy}B3ZNH@_8;m^pVveu@j~C0boe|KEYH0(d$7q9b*rUv zyz?U1?0Li3;6}~nS?Yzsh?lDm z(xVk8rhw^n7elG-v$#$bKuqg|r;6V)Osr9k@*DzBh?m~WD?Kk?b^n&g&?MsbzR%)M zU5n$6KFjjHyHG(Z_0F%UR0wF<;4UW_4^lBjM)vY%SZP-qP3MtA`Hi(p(s9ewfQXYk z`ino~(Hst&G50Jh_{}!EFaRRos+=IEy1VYekC<_k(W^WL7+`R|YvC4Si~l zxFv2Bx;4X~ID0L5*MxGMAo5-^*~9vLWEOfK-~}6XAH1vCP^R!wX)Lxv?3y*)l52bF zu}S36s=)A1>is|Sa4+dMM)UzNkoEPNa;etOPy z2vvxHc{!IMgXf#5if&F_xo$bydfNI(iX+Qm=sFY~7_EdZepb($S%U_gQ#HV;fyqqd zvMGjgd~d}lv=DNhh*a5;8}`R8H3;5xau`u_m{+3)JHN%*@?$nkNq(V1A969*FbU-zn}yaUGd=0`(s_3e7V>M93FL$H3OVf_~fZm zKV49<*fkBnzsBRH>OTSISP4=q6=W~43UFNIuRg5U*0~=d4W$&utHUZv$Od=1;(RLW*PE}eMJk2u?jVR?-k=JH}3JL}p~pT-CqMmU0> zdlYe3PM>tY*xYkedN+Za&_`iEi(++n;QFc$RXd^*r_lDBLPzq zq=yq9zXFa;GU+oEhRY(^V?2kN{#hHIKIhov`2efULmhP&mjGxEBaaH%ifak9eC~OQ-TmZA0vbg3dR37ri@iJs#3kD_oBByK6XJp z{HY@!R{aBRCSThMrfe+;WPBsO6?0Ox3-NR6Ct zf3Y=)FuZ95N9;NfmGK)G%=hhm%Ys8NViU^U36IYH;1uN*Fop)UHn94WV1=w*eW9y| zO9HV(35|h+)QRDSSSh<*iFuEnw6P!QoYFHRtnBJXPHZjqC!zM<2pfY`?W+g)W+Bvh zK*#Ma^UyM>UTEm{`TgV$>d&+T=C6-nFhzF*YHLBY2VI}IaeG!YKWMX;fM+=EmPINW`tAUI?0;_3WI<`P z&RgYkL($%_GkXX7ffKV?6kyJ+ER?{W40>Rn*k@5pEMpQx@aHTqmH@2B7U{4Iz|D5> zq|1Q^Fysw5Je+)`XtopSbUtBAQw6C<5iFSh?OZkVBDb6YftcdWXnnHe0F8pQ%viU> zpjKLzlA=vS;r?1JOL3Mib)(svMcjib0e+6u1!LKRajNmP0n`Hteb zQltJ?K`1jV)iyIV{##WBtwu{pquypJV3?hPf@A_WdAUw|=m#V`QT6ju(478?R|s%LzMsi2OMMfbend5 zRG(b3TYzJf-P7Br)ttswmuXk7en>T%*Y;`0-v=l$luTNnbs?5z?Y`5QbQu9}C~%Oj ziK5l%Sfn)wQ_W-$i}qTr{5An-?lMzHiZRV(M51;4^`^A-pgD-yKs?8G1@A&z!2M!+ zs3a)waiTA+9g^ERkZU!kw(rJn&_gPsUe?&tg@WL#6Oq z(-`b(gifxqyK^`Olu@@7!EfJ+dhkSq^Cq+PCqg)Q8uBKL_^TDSHcg-le(73)#j@B` zZ&*z{Y-8;K^)r}d?L8`E&@I!Ym^`s2Q%rF5doNhL_acXjk$b_a|ok z)17S)xE*tsYt{?-=vV62D(H6He$QmK$$jK>RbHKO)60@_JymfgTIO=CxS7Gfi#K`i zI^uAbYVY)=AN@vmJ%&QL&%qKbw0#g-D|7P4jSjxeS#tlr{eL0x|9cRXF+sN9b~ z=(BsG!tKin2>!|gW* zeI$RH9kGjD!JndfL)lj|b{*;xxCT*{AivNjIDh^RmHD4t*fd9e zkhDWQw-hI?83xHsjt0@d8*OOE%l&e`S*ETWCXC7Y4>CEzY9pbHysAmeZjw8AV&v2e zmi18$u0r!7O!QM!cf>wAT$;jsy?3NST|~gbZeer)K|w2RNKcp(9A)(JB%#LXMl1D3 z7u(^tfX~UxFB_N9CLjCZyL(P0M5`yr5RCDjCiI(&OR%2q^S*>5m&SZoSo_0*cOg=s zVHhOv6ETs>V5~*o-^-y*ex~rn*@b}wJS{gcgm|q#GT~zVcLh}3P>lj~KS#7L(pNX@=~&@JvxccXO}-eG;nGe65|qOC@1eZNQCN~W z+D_LetNZE_6?StoPY&IRM}VU=5cf&mz1)xZgc({KUYjwE%+{X21c44D<8~3z1 zfF#b|vj)i0gtH~per6}%nGAA;-w(v8{+)AtIigh8b#fvu;nsO_hOCOT|C^-KIoyxs z%}f#H`Q}CBtj%Kaw?F2OTEjBf9H)IW)pIczb)10gWmx>}bF~1T%l4Fb{yMR?&N?GuLGGD9RGh)tAygdi z0lC{aH5Cqr1Y!Itu4QGDA z1-1ZX&4baxKs2$GE4-VY8kF|)d~_3uBQWKl$_sUfUU*D0V6XHq@W6MZ5L*Btw%O&Z| zxSAj;a&m=uGT$HZ5RdiKZj#!t=1qlCp8idXt2ma|90pA?xX3+vQ@)X>rfG`gF{u@w zWVj!(LjyAaO_zG394(iN=`uoI#Y0hb#^5U4>f_tEHpS_AifIP6Yl3$5(cIJ98H;s}Vg%iDVuZ2&1- z_ZP`&fHwO#YyPMQ7?<1U2T7U7@L!6egx0^n1s&T!nKJgkAPG0uklV!NSK5Cy6s=`J zgx-#96+*Nwoq0J)bdB%WU?pEaV8chKU2emb<_W|tn(7XzE&ar;LCc@k-UJlOf>mf_ zF^7^G@cwdWja8vi#sF(QmcKw2)>p3~r{-+?L#+(#nN|4@ML}D%QV20$nEZrlM>6!A z#Cs>bvqsD5zJN!+(!)=Le;XLx|wFzU>p zQ3q=xZIi>%jsQbdD%-g8D^%IvDn#Gs<{9>(d?VKJ?LC@?^bRvsXY0#>8$M%NIWK;Y z`(?px)_ruk7k<_QF1j~799#??F`owp`e@%Fdv{L{xzwY>S;QNR@umSga8&clM5Y9R ztCZ0XIQ0)OFatWDG*}7&*&Yu)i1S}HML$=8qpmcXP(w)*scSuTi$40sv>1InwcmF1ybDnd~bMJjW?|*LC zo4s6ft+~b+-VD*Bepc-L45pi-y>HG%0SMr*sk9-Cw2zuuQTL}XFRu9%wA!iUX~NE znMYXzzR?$hnPcOyQ#ZRO>?YDAd%I00r*oUL$58i?3_oAZMrXLO^%92-exM#Lee>CH zxSE>KX`&|r5rhQT?>vJcR6vyoN`R&U+xwfj`SFDb|=W$H49RjrfV`RR3 z5e>FM66@Ym-fyk1^?R`@U8lJ>nR^xRv%W{)(jUcjlaA|lN=pS|2>ESZN$8w(&{E0f z`@iuEPcSi1INR3u?MVdIq%<*JGE=xza-R7CxC;bq-bRy}F4Y;|XvrwVQ>%;iks7q=UP5YW;W3eeJ*IND`$M$?M5P)^3D zd{O3b-BEaHr(e%SMIAW79~gJ)-JfMG}WT^4)VEm0T=UonUcZ-sE7i)7&%oKy*Z zM(sd1*3o#p94>=N&B{_HAiqH3#qXe_fyiemd;Wdoo;`52pBXqa(PFA{HQ8Vs2wUFG z-W~@4d`xPPoeT)!JF(YSXoU8OlgcZ_>Mm6P^)$Z6kS>M8Q_Omb&+k{V+)Bw2WYJXlD9NML^k={5*|5lLU)?ek zz1zgc38SP}fHiI9Ysk!b<8Y25j#R$;t4<96$7H6WN5bungYB89FhDKS~Jiuoq{+bJ=qVxzjGrq+(G#{MNdw zHk%)k(7eLIVzf_Lu#J27P`>42Ks7yC&vk2$nTm5}5g_>D#2z> zS>GPd^QiO>)r>h=P4JggLK$h-dk{0fJ2~$ns6;w)c|uaG-+g_p413y|66Am9WmIA2 zSFfyNh$(jecd2FqXt#01jjDV4Q;y6z4$IueP4VHN{1?i2~$W8B5vLEMHz>RGTCN45GzEnstoB_M5;yK-6{d{B^D*19n9 z;AnpNY**CwxL8GdpVdQAziPnYrc<(Rlz_K*+4+0aQlIH_&bqlKMR~V-a>@3#X05|h zF=?^HH=cl*54Evnw1co?bpPHuOFwvSvjU>E!ip!%Ek(UEp9*%^&lcIF5v-^)yg@_W zvigPTe(=mLk-hbXLMtw2Vphvlj-eS0uOC$d5o(!=WQis24{7(rD{8l+39JtWXKihJ zBiVh5(7RH=C*P>xns-=VXyHOs`wj;OCsUj}t)8mABj;%tXpq(ywiPz89{nmohm&}H zTV-F}IyHbPSNz2yeKb6tqG4B3j4~w)B@K;4BL()+xks2X-ikQK`9P;a`dgSXllDuz zXPTGKKHk*YuA{;~dh`Jprr$fSFiw~?nu!4RFevarke0&1O*Es%DPs;N89928WfgNY zubXpkDvyfPdOySAFYaG_DI9AJvYa3jH!ijpqAm~(PK zL~asMX3DY&W?Jwm^WzK1qG+X+cYTIpkMh9K;P3Ln69(o)BbL>U3Hd3GJ+hb!4jz@`W*`td47v7^RTn9JKSSE)}{T=A9^C4d*XRFa`u+Vit^%G_%DmruW0+vbpDH2(k$E_i ze*arP6zud!vS1{>?1Q#Db+zR_o8L!>f#GGQ%slq>p(q!3Hn(_bhoc-$r{(jN? zyd}t0QwGYJ@P97p|NIa*pYf#Nb5TpR&;ETF|HoSW{UF?;~G% z?p3y$`?UJ*_G&11ROlUd4v0Y-uh$Tp}Brda{G<+Pa<( zII2aS?Zp;xHBlK#@ZdI5Ri?@REU;ZSe5RzvhSd1iTr%y zK8=f$_|F++3me@2pd;;hv7;hsZ!(?VHLC35%X2yq!_YuABmHe}dqJ;{rb*jl$QSo#zZ@F1$#-yDbXTP6zjZmm0w!1b#F}N*E>((`ioehYS~g06z_j)lX6ain_NCXq;q*;boHj{(0&= zk=kKlT+jBe>K$5`#rLe<(aH!c*MAbhgEswGRs4ODFek~vah>9fC4O|C2}+Fqtj6H< zqLQbQ@q)ehc8~Ap%UM$sDkZ3ZHf3wf;hVgx84(=(Vx-vO_N0ZQknfpRiO|bVYl)UwIPNs$CG)^q-v7R8|Cj5zr36XK?{qV&;RyxQZvi!` zcNteRfWY)g6ooXoGKF~R9Cd#<5YSLar{**)pGi!thos~o^HBOC$%sZh8qO3!kDl|F z9weLw7J!_URwFiBM;Z?KDpeT>v`!@(LlBzSNut8iw|RW-zpUD}hhuP7XR5Y>`h}gi zo5(}A-Voqw#wYIZ#p%NCJ`EtaBb$$iKLVTcf5F86^RTT`Jt0azL}O|4^zz(SVW(=_ z>6AyaM)4)zzQy2r19HWMJNcc6aa$Lf5H^2JAIa@OXGY~)CkiHw3Q8Y*_qt!;rEoY$ zp=Q2Rme_=UulN6aJY9#ijOtTwfCl||i+Ugrm~AK=rd?h=zG3n}0vYk2>m6Li00#{y zc*qrn!tpuY7k^Q}yTAKoGIkd#((WBd0R1JZAPeNU<(IQxhXy!G@D1K3q+f%Y69$`B zMX6f-xrfGQeP9|R#AUzp^_582M}SdePhVGO@F}Gfp(%ZTlJNDK2+ZvhK3%3&w2ois z03}f}ck`zUMv(m9|OoWse?tzUw`o=l2X6gXEoSJ>D8fiyDEcin5lBVlx{3n3 ztn_8Ut1)0uXf#kCTIq484WuU(g<}CkRAsa%sUTH0(qQdlw%F_9ywUMYRf--pR+Ihp z^FWAkTbioTWN}k8kE(*ne0^S{#_+ApNEgVW9=>P4$4Dg7;E@G~R0e%S0P4XnH!4*I z58Wiw@;8*O8gG%cbvnT_A9`~Dsb`sw?3p(`0b}_?LJRb$M^-8Kk<(j0is=fm zaz+WTzPW2rBP@Z7d%j3MYCZ}yFZFWdc$4(yYLXY%!+k7M5)a@{+s%75V$55-CefDnv)vn%;Cfri}a4yDc{K!1+^(x zy$LUeCnx}nC9k=XIc$YNwp6l*!^^Pu9-E_NJL7pDt=}ca7kKJ4jYOC_3GB@p*IbVog+D zE%wh#`EBwmPX}RFarj4m#t{(_hoJ45awUR&_^=Att#z}y%`3Q;@UgQimAjtrYrF2{ z4_)En;E*eWIp5^EdB@qK`@y^NLcJYzv%|#tP1_OPP#*!C#d#yG1$dNLEHu6z(th{O z*AhR#PsP%2K5p-+Ln}!D<8;@|YBz;N=-J9m+x)>YB4g*tzO1i3Gb#5%2z=Lg9;O(} zPBv*m6%2{1(c~I{Ec8@n9$!GO(s|oJk*=>2u_AvmlDNN9j7{@FH0P_v%?}VSxdRMX zt9rv9#;ng>1gqQ%VAFI_@jiF5Z)0Q+F-J~2jlJ&9?bYj7d#`$XWl~TrAlRnooOpae zb0Cms@;b9Oe{n>YLiJF)OJdPC(4okt>d{Pi#T)?}M(>-~xP#&5PooGc=Pr7c)_$Bd zNX|;BC`}!eEd5$qzizmP@MHDA1AP|UI09vR9fM75gNA5<8p(-6X%4)GZd8c*BAmJ$}6f6zBI))5FcKfy0<1JZ+8s0fD| zuH)dhCDf1dog27A{-8N0s76w5_l0TD+3gN&O`S8f59JFUPHO^*N|N+gJ)aI%^i9U<@rqQ+JO@)a-trCI z#0KHgzwDCoML9SOfgsln! zg~y9cwnRLLke9Ppj-w)2_Um+ZyE93?hvWGnJ1`1DcWyRpZoF=h60OKKgt{&eX=!o$ z3OCGN$uiC}$|nT8KZ+b?K?^Dard+QQ-Ce6T`xPQ zy&eM5R0D|aAQVNxq08Je9IT=S0i?Lp5`#3{TG)KvBX&hw0fCDXtyB++JAjB$1_;xT zaBzSF@5>^|fIxDKz@@FKpsT7ncHFr3o6#(5Heyjii@x^@wf8&zwW3s#9ap79|C+Zr>0fyKN&7nK3dfj5OZ;V9oRo!Z|9$8xG`a0tq}diE;Ev^L7B zZQ%6%RoAqbf_nU!D)pf@|8|Sl!$cVgry@S2D!|(S+L5!pMd@#djX(Cje0kb)cxrwX z!>3_N>LrJDFCRIivKf-DRXTp5tWl@aSUz}!Q~O90Q)X!MT#rMj=z0bFqPf|*QISs} zl3Xfr!i4N>AYH4DvqF1S5qgfGu)ZyLmU^Rioml0elEEnKEnhOA@~KqyyAu%5_{X%o z?+UVUlc6@Vh0{O?E(wX|tS6qrjN^XIt4T4;Bn>@6; z^jA$xIo-H1R{!Zv<_L+Y662jaWLbEkp6E07k(O+>vtUDct8eYEik&)vPT&gCXG3X8 zFfOJ!&UG!geN=cTT=SAdUnDFst6bH6vUrwqwo0An?rf8piP%i*Vw|-Q+$0)N-zJTO zn$6v3b(aPBfAE>LJI-c37rHITn}rq})hy2Gnrv$6zKD2EqtrY{_YzghkK<>Z96&CfvYyKCDp-`6x8y3cOggRtl}h9@H=D_pz(Ghq35UFyXy^q^qN zk4fS@ZNW5Rdx)>57kf?c(OEXoSVpL%lrWjiHmhDv7k_N<56al#%23#pe#Vxp;k-#E z&TW4`U$AVN*67@sb{M9TBnlzo@h#UI%tD3ID};KSK=tY%LpjMRvhHB2tDtW+Tw*DG zx!kZRCv+ZqCd@EfW3B5itJLju=_))P*hb?qAjqPUw?gZ*v%_Vc=uJlkqg1? z>XQRSgZx6V`a&sZC;vSiz3M5x^K36?D<~%Q7C;o`#}v+?k{9wY*K=&fYSKjYH%YSR zXTr61)a^Uv3sleNknYV2pz$vh)(Rd#R`>auh0Z^qHQK8Sx$K;k@W}pP&XG=eD;h~! zosWB#U5|5DURJJMoh<*5mwjV&)2=~9JcdSix?G=33H@o#8SSQ@FBEC+EDf=MuzKh@ zx9UBg{fL;|s{KRfSW1eA5Dyz)8f!!(`IFLoRHl}fu!S$=ij@{3f956c&Y8vvr~LX$ zHW2r4Xh_PkiG0;OZT8P4UPOPt=73Sr^2g}l%Mzm6lSc9@HPHJt#I?d9_;B_A?+ba( z0uw)Z_p@QTQZl~Ja-s0+uRedi8kyec*WVNdOvdFX^I7lAdA4c4FE}sPB8OI}w zcm|_ogEsZrbkefd@g}W6@gZ~>7;~PC#NHf2#Z*sExTgJD>2y0EV_{%W4Q#LXC8?4_ z04+J*wNxb0ZK2vc?#)BZ279{?o0pv2(`S{IJ&|N5SxyDzz*rz1*jSH1`xNs&)p6R` zyvuxKmscKeR+$2xULUFpl?!KVPaYVoGDftpl8QyYuNU_e;8CMg2euloDkz0aK-!~O zuu>Sc0*y$)#{tiq6R=cDDRV^B;*CJDtSlFmc7jx{7W%R16gTOU)D%rAnq zaV}Z}T!%fNK1@k2Z*)51 zY)nYTS|xo5%VD$j{M6Lwfq$k1CcD)>;tfb1=A_m*X2`@~rk<@a6>?;>#X=4Ca6ek7 z|7yFE{o0{8Sq|b(luvDto+FjgD~q0cz}7AfxW-(@N3let{nQ@-GpD0VK|WuGx0fPX zR=ctC*P=&!bwD_g>${ly{w4@5HD8{(M|q-J-(9si2o({cVcw2ngm-}EKCyLDDR?f^ zK*~$Jk1-{6T$f>_NYac$;(YFig2C*EZtzz>SC*(gKpKm_63(TjBS1`s>s}T_(%i7L z{bbquoQTmTW3GhCfKmsC(OaV!jH#cxYM5h(fVbR!KZYTJsMhRaY;tw<-9QfUzfoUT zK+&0BgnBnyoO}A9z0$^!Otp1YbJ#o0f%?E6^u?9LR=6;3rhCQ1hoY(cXSBJ(=|!Vl zE>r($ljd%0rM}Txx%n|3Qvm;Yw9fvp%foK#I!JRgEf|-}0hnWX_DvmqlIT-ApBGAp zcAFQQoop0JTFN-xq=$6Qf$;rZAuLmqTymf9#5m15bu8~Z3lpxuoGSdM1# zx?P-v`^sNh+M9{Yc9^*O3WsXAD?A)oY(=X_-qCPT-NC;_u9&hvct%2{Qdz3r7(_`v zYX56al0xd*Ty`9CC8g;6(zVlr6DqD!VV^no1@h%t=GL)-i*v3a?tv6u_OSd({KZM7 zrNPW6xks23)n=DI&P_*NglLzadT}%EG`p=Efm7|rA>xz`=-q^k+??@sFn#mJn|bAo zio4Bf>P*>imB27j{4jyAUtwc}F|r3+ZcnJI=aFhV$4MV%+SIbCJptn#nhG7L3*`1y zVbIP@lQi+rl~aTw_C>2c41Zln53xyPsC?VXgLS;K?lN79&2P`P+m*gf+f>_KtxS!; zVT(*sD{P#R?7!HVc6nPob>=6LKL}dPu2wD~DlXU_BI|a3?p?RRf1Ul8%S_S-ZX9qh%rQ68RrSEp-^6`?0Ml?Li>zA(A#7;3LrT~|UX zq2@?x!!WbsWf4s18gjH~Oz$NJFSMe>=p6B>2eH-8^T+5F))bPZY<@XgogC+DV?#*m z67b34*?kJb^(-Lm{Hkr^Gs$`$DdQ&COqecg6EAK)Z2?H0EY;z!u~fSd?6YJm*0<=m z`e6l3@NjSeUh1Zp;nwm$YUvbL+5?g9$M9NjNibirJ4!w9nd%?44J%WA$d{`d#amN^ zs0DQcMk~HAJ!<4!0ntRG*xhopwz>a9gMwWimKsFcHu~jV0@98DliS?1cBGQ&YpV>MqO$0;Dp3>S8j zct&t#d&9(KdvkeM{L5vAO>xGG09vQ6$)|=Zm=fwfq=8J^}L7)k2l7tzX)0U4gg(Z{8S;%j8oih%RE&#|5Nu?wFd4Rb$>%nWpI5 zm&t4UJfyVzj7lILf5K*F#OFOk*2vy+JkF-W!cC61M0V5$bST-31XWH2Y*`p2w>e9S zxi-+l75F1|{)iCyMad+HFjsXk4$h-d<=(uMd(}VR5)NIwD2VsM;H}#ojnlk&t}r{4 zyG#<6i{tH=2v=&>BW+XV7_2}972p0v0{NmZ6L+gWib>b}MdU>O4n^o@k-}kYFvaDY zND0j7(2R5iBvN_w+2eQaG$63l1=$HtypLd1>C zU{DuBSej9nfV?UCHS_D|ciMlWjsFB_KzdI67B^BArOAiN5MYT zFi{V+h%gC8-W#t#+LCxSqh)diFN|TH5R4902dH)}Y$T~ZsgLI{4EuE~RYGUernHzP zZ7__*Xut*>9qwn96YSB!@|{Z6Vmir>VQ^?dvC>Ol)(a_>ydkjoJRc!sPT~Gek%T79 z`IVLzE-a3z8>3sKc8p-hIm0eTNQbj{1RCFdEgNu&=a1`vC1v3)zLu!|SwmCKsM!A)9riU%RZxAC#eoKD9DJLZ5r z+_ddkdnr*FlM?PG*wVOzv)J8M^?U4{jKNOZ?;m<;#NfuX`6@5Dlh3qJShL(J_6?6e z_Lj>TapgEVKE7~DM?VC_{)~(Y*=9vn8%213cyZm+m1%TddizPd-*X$F4A~(SDXKLB zn>)L1P?2#!As^oVdXpCtKcXUazJ|xK@-Xp4H~QrTP~)jy+~ToZ>UwJ?QMD3Ymy_9U z#;^_`(cb}uPsaU};Y6cY(r_?2_q(770V@gmLHv&rb%7FO52^E(*3YwNi&B}u>I;4J z$HujycC6J`?+eXI%DvQii8wgFT~dY4Tujkz*5KDer-pVO@1x0n&e1A%{c=UcM*@N9Jfp(g zC;Weh5WRf)(`DP@^hLgAEtYDdXotY+a#FpqkdrPR)da+!XUv=;p}s4Nta61!KMuIG86gEe0XqB-Q zxEnCWbugs_p+sGb)seaQm;=3-;mm}2>JXx zJ<)0#=`3rb?`hfF9@gVsu6HV(m7xwN&tl)BGvS3y)~S4+b}i*Ddt0j|6wm2I6N76Z z9m=Z2BBWHi!B$|cinqBYeLQJ0zI96`e#cO#zgZr`)ZDnwQ?e!CYZJF+!O!WRsrEzw&- z8qftUEC|w{?;ZazWpW;BUJtr{xS|hBf`87Q|LQt?`Vr*{V}s-3?Yh3%(MI?g2|LZr ze#@D>%W~QRYYW_rzn%DIgJn*yz5J!7%W2>I=0}QdBm^pAh|F^j-c?;ZcoHe$ui8HK z{>)huB5AK|Wrgit41T0ri0z6<-tDY08|faNyz%l8X-B#ISckm0(ScDh2c*bqRP#hl zTGd8Bx-I10LhtaF@D_h5|CyEWu~?t7W%v_29|6#+MjtPPteHEPj>lFoOEpXK-&duaMkMe4LjEt zLGmHX=EJh|?3z+mFLGp6Gw6fl-d|lnH9jf6_P?M7jv{v*RyUP{}vMDV;W8>iXk4CQ@T)qhS2fM3h0Zw zk>H+WcYOIKS7EcYefpCZ>$IeLkBZz>s7~$ed_4C=&7uq^UF!FXL#UI%!J1P6Xt{?> zmv}tL0L%}9Vi*{{lv?j6w}cY3R`x^tQWe`-NF8C7HVX}YO}A2hy%@Lzkd85HCsig=s7$pTu%&avaz9-&YyYbP7~{($k!n@(_IqtzTBg z*m0Q|s1dQNgHaLRzg!*7mNZTHT0E51e|JY+%=mX_#N-90e9N#Kk*@SXeKwaqX28}2 z(9i)~inh{ejJG%6K%va*xc^+LZxgLm=-s>bu?~9+CkWQ7l_Agcnn+XQYApFk97D%o zE3E9{tahzXU%h&@Gs^Cb)cyvBCc2igGjrd}SSRzrX8|lRk;2Z;<-|C!<_~ckTLwsI zC9Q{zLm7{=L}h)nVx`Sn-6)MA#D!;8D45n4MK7KlMuC1RHL&YyWP zV%apEs+g-xj$$ie^Bqd^)=Cshs^>bgJ~zVm$^yB#qY$w?Btf%QEB@~2Opag4##4Wo zzBy5JaVVL(K&9D?SiVGITB54_apwZVDN-CdBT=;S4KT0@tKLK{sflqSEc(fs|GeH5 zn~uEn8_F3Yc>@-$tfWdnhh89lRZ{PjZBXeWPZwE|{@Ag}<-un9;vOJ}i_)C|P(u!Y zi#~u%mT&soVREHbLeA$K=o9(M12XL!@%T8-ILctKlE`v|;smGf_%$PjY!BcvvN2ns zzJ1g0oi&yAJKCRM_xI-Yx?I(qHO#l$-U!{xgI!OnTz1TRBb%NL0L!xvITHM}B5`>Q*GW{ogt~FayzYj^QDP}JZ1QhLp2?Y z9r~e?ijOJaa~-9xkHFVO0C3nW0v-75QSh|Ipm(CW%G}$$?Qe6ybL73gJMjTbPJhJo zPd|B2fmX>D&`lzlFZsPAi6oQE=d1j+DmW;yA01o+WgJ7uWLh%98h4^5=k+9lx4R+y zAqh9KZYNj6i?+x7CuqN~2rCoqk6ht@e!6_;l$z23)VyM`z%dPjIu(|?fW|A%Kk~_> zJ_z{mou0u$O7=IL|GcPLDnZpu-4f;F1RIZt8hef-p2pjB5mc*Jh~CnUliUV|2knWE z=NK?$;I!yGb{qXh9qdE#PsQX4M?WWt#uwMfZ++v`8YM<~0z{_#Tn;;Bg|VNLTKONk zjB)W~D(nGgd&&wymL4xRa#2UIQMtQalTI&nZxsogSsk5D?9b0(~D+$L*DWMqTT8=~Bge z2`O)JzXMFZD3n!(7sz`C!$gla&QP1?CuZt>l{r#+mPA$Z$6p)oYze)w8m9D~Kx5fN zq*KTVHl&~1!iQ%bdY9?UJ_tbsLKVm$E}#NpaKjk#x<*SE^(Qc?ul7O0OoeFz=z&6VO`W4S zo#sU5;P;|0GM^-`_`Fqa*2MkYW)z~;Sgt+w&pS9wsw`@6? zDWPA7D;bAcKQ%<|1?ou}`HVSL%j!7Zg}p_Ow->%nHk5fpeg={RPgx6{{b1Q#s%Ze( zK&9;$!+No0A1kIpz}`Zg6xAAtUZNnUey3bBzHVD%30zLeYDXm!$6YX~7z1^F^bZBL zKPpI*A;zWoA{|Dtr9ZJJ$cUQuYw8P$Zn%jAgF`W)R9!l;$S<|m1dbdg+EE(Bz^4a` zNo&QTGh{Q*IO>st@?dJPjdgmVf(jWYho=jo@6T3ReTmOyhFte_i+X#Pz$?D)!VTxhL(V!R+<}yJEm`GAm_TTML)5_=3{ivx0~=ks(;b4!$W*)g=Ly^(T%Di8%6X)_fSjl$0>PRFF+66i^#yVHUJ z21rz#(Uzx>zNHVD`fROSTN!)z7vSjYLT5E#&+6&jy^4^Dc zr~7_#6;jN`8DbrZt~rDn<;Q5)`X>bj#R`;~GfZ5QR6c|E65skv)LwlW6af{15;;E3Nt$ zAW{nj@=3XKY|Hl@zM5ylv)Zks7X%ixOf%KyxGC%hY@yG1Te2tGZ^gfm{nk6Rqk?XL zYZ+BjS-HZ%F48ATjqD4fu5j7Q=_cir;vWMS7&tJLzh;8Mr)Vzs_+Tr zyZ9cDCP6fBSS9%G1B*TWO5-DYZzqrVHreGA4RuPOYTL+^jnbH_3<1ml(#v~1YB zd58L~DDIg!W?!Kv`xjZ)zrGE`;(&MiSG4jbF}BoE`EA#2@mF+q^m|cl2nwtAV3@?D)}{OAF!5Te1e7qnCkCi zOCNN8XNFZ`@ps`iS6QbP;W70SzlwajHJ%6M_|!31Mh{)8|J~s-N^13gdvV<6Ft+Bh zwZ-Bw8ebM=?7h$E4pd=v0xrK*VfB4F-+iw=`AKA7XscIhE^5%lt%m&3*DP_uuomt4 z$^#3gjnM)PZhk_S2x;bX3 zuhB?TDLrct=`2VcMcls<@?!(^l;(lN>K9Pnss&~g%iV6 zH5jJJ)o4(wK(v|ldsX7^%~OT|9oM4=2@l@avLXgTZ)Gg-nWCJX8l?ckqfm*uf=1(# zt7$PeSN=3Y=Vf=cxS~;e_rZA6Y?8tcg5+#v`BsF#TEWMNZ}YrDeb(X9T{}C!+ro-Q zkwbe@ zj+fmpKSfV`tbIK|k0bKhG_e@N`SMuv()d&nmu|HTd(6j(r@Pd$5dHe&BTLpzdv&|*AL(kX z6!U<9+OZaXHyyKg-dO<5R_MR!epcM!El$p!mTyP@>)ih}ga7-%fE4*4dY7zSiHcQP z0I)&t3H226R?2^DZ~^`;DEIcXBWu>w7x!8l8my;yV>#(rFx)78w2sLf3mBf|`v57) z{F6}q9$qc1e@HR3Yc}kvRu>IqAfw>Y_sL&Omm65uvBcA$K^(#lp#!wo+jO{Zy3aRc z;qK{&fEp{az+Ly)=9$R%SjpLV&~^4d{|~DFCUaNfWYIjT zYv3feI0?!AdnD^B`h0EhVUXjs?*}qz0T@w?9tT8+1tRa?jP2dJg%$_u>V1TW<9CI< z&@wH}RPExV|L|b)AS_=WY93eIc73Y_Nh7}Z_e^VR>&A~F z)%&LX?=}2$GqQs{^R3EAPk&xlKDZr2QHl&gGoLF1gRD1RCv#WxZpRxDdKZ9>wx^id zViFPp!UsusUE^DvcW-uEy>U|G94&12r9sH-;`(}}M=EFRKRNM8f8e`^fYvxXki?d< zwnVB3V$XbKw6xL-raAt+&Hg?l#`jC7JF|ywMC3MrlC}gmy^& z_x7a+`Wx0Yi74_X_j;DHkxz}LU?Yu=X188(oTT4<`fsI002C|N4=q4SAaj;&U%MQ%^NX2hskE2O@_N>+70Qumku^djL4Zx(7C15}d!4&}8#RbO> zBsctz3gVCR@Yeff%PSNqDTiXUx<4LI<@$X;rR)cR*65!AMEu*w7~S!Vue4W}IJ_#2 z$AHQP*(2{8Q<^(j8vLlX?syhHzM%onf?H&yAb#wSSgKdys+ zt;2u6Af>!tPnp~#uKzxwe;wZM7cI=N_W-GGm-N>Lhc+JY*uR4JDpGZj1thr5rSGrY zUz9+Q0$q>@=2EP|Rb0!K<8e#WH0i=HkjlKs$MyX~mnba#Z=UhTa<1j@jf1G%Xhw5n zG5i+Zk*1#5?L$r2#GD?FR-jNJf&a|&rCG#QPihrHq|@_{yB9bJNIlpClFYpz2ceAq z%@0qn8FU35VIm0saYD7;{`XFDhVY-AB=50_Jt4e4=I^~^Z4<(c^Xr*>qhwD)?i;`= ze}_9rlrdLl(?08N)0Kf3{aW)g@aLAihZMFa>9lDy$iGlN4=z0TEfR@8G12JUKHBtZeEb{7qGhs z*)y>p?E0VA1Bm=hzmJ0^$F$lHc?-Nq^e*-wcg_mvaXBD7SSzJ}vulWV->3Z29+e0Q$Wax(Eg z-L0h3n3$wt$V~?}2WiPI!xEx>*rYSu!u#p)obFP8!69dR)mx$^7Envf12@9xH5%Vf z0ZjNgm|%i5`R)H*qV*ID>m9&fUMTRogt3y6zAJBELqttQuXQ;q)6 z`~mV4UhyVp`>^o&bzVl8F*vC^+b}@?evdbrn;Ez&A`{UH56!|I!?xik*AfKV4(r?V zFaQ5`k0lNm2Q_`!G*8%%+`OW|rFSG1ft)mqIluXO5@S`KfFJr=b{YPQ>^n<+CzBjT`02A167 zGS92rvN@pr5%a7C&}U8_36OV{F0$v9L!uzS`73b$V^`;JUNv}n!(dBH#OEG_K_>PN zm9B5og4`_qfqKMAQr98a$Ka=dm3`bV2+-1jz+`@ zLb~J9>#GVrPUOc>K7SraEvW)ULaLJlp$5V~{CKgc6@2p*^4{Ltne^uJIiByM-(2_U z%rqH7th%hzOeXS$Pqrt%Mv?_>RrK6|y}>jngbnPcz z-fROE`&g0ll3i>`Oes zg&TcmeEr#K92H{?d!MTEQ4q9vZN|Hp+(&)Uc1F>c2P>%SZGCO4?^@9F)eG_)Swr#L zn;Kk(VDdjU;Io*Vm&@YdIUH{wsZ_3^X-`~5ayMHYltb%sJesE#;s6Mi!LrTTdj*d} zcRcjMA2!KgR%UhuwBn?o%B?v6WS2W? zt|;k<>-oK!@8j}(OWiRbG@ z_h{N)cuP7LBRyQrzsR3YbCH%(&=)^=@oOjUSI{kzpno2iT>i^^p3!P)J7>l1280tu z(d;ckNcKSJ0V*;Zd?a*dw#IEvX7u6aawlDei*2_+T?g=<>1OL5Ms^aiuHB=F;Y02?srC~ zpZKiq@-DAM4a|4yL;VNB2w6mP!il-2sfcugTOo}Sf)}1^)3jH3%($bzk-bz9&UnD8 z5a*5ls2Vh0_eOh5L%-q@`{!QOeb&HXJ`+eQ7(pfB&4B`Af*d5F6nT!!hhLvn6o^b1 z&We0Bn!Fc8#FLn7G_EZi0T{$b1=wcLoNOjk8PAHMpj43LK0$8I2HKIH55he`i`6^z zMy*6K@@(H9{EkNed0pvb(lKNCG+~oPi&;cm?qYq(Mc?G{dt*wD%k8i1pNc6J zDfMgt2}h1q8C7C@w6?r3Jwh*j3IrqD)ac%eySL8S0@x3{fSv>1Q*5~jLL)MEkr^e$ z8g3N4+z%rUU2s<@-7J08y|+BT@8z**mE%%wIN6{$x>s8j@n=@Y+88sh)%2SBBMiQ- z_83eaD~Hl(=c#u5cBa7mP&i|4ua)C5xFv|6inLJ>DSETg%x!&G8C#;|lmNVh;Kk)Z zsBw%n$VDt~-*ni&$=hPQ+_gKK#-8U;sW+rWZprBCcm?aJfl*O5r zCmFZg;}xWtJ~_*l$@xRflEk{ID$dJ1#5=KQ2}#OqIy5m9ZxRc;x5-~c-fL#-rn`^C zFbCd&G&>FDtGmoSF`TQq#3vf|d)mIUdy2w)x@Ibi-{BD6QHVyqvydvciVTJWCZaS3 zm+-amNfnHL&**+{?oXrON?WNw{xsvXUZc5qnd^bj?cC`xscsBfu{f*j=4;W&$KNp) ze-d)P+P^y;e8?NL61*B7=}Srqhw+}0|E+Tbs#qNA2ca(uSnptj(2YG{U{Hw4f}aRE zqZ`8_zm$JXg~REK@!|OwG0yAtfx51fx%u5}HTSmlsrgOd-!U-P?6g;=tlcke_t>_+ z^3d$NEobf?+>C?&15=x$&n)!egx6k?DK4Ricr(94NyLcI6 z+(zzvQr6FtGgXi0FXCDAy%YAQ=uviN7MfDi%@<1|Lmu6S$DT7BG z8h9^3FzG{iZw@g&Ott|r7bqgInH`nke#id&Aa|KV;$oFaAOD!nRv0J6xE#__0ev~D z_$4GHiyEerc`!6RE691ciaz&yhif8B_I4l8Al@KH_IXn8jE4qI>%eZ>2gc+f%s()$Ur{5KZTlMU#~tRpOLczPNe1_%abLoB zM-iX3L!-xMgFPnDd{RE|D>PIUx0y!Ad2gri1<(35&RWBqP7-TRcEj^knSExc84N4U zCZij*YvUGl*uw|FJfhr#L8t`$g1)j@o%Q+`972nF(U@$56ww8?+ceLlM!eYU4!%bo zhP@YflaoT$T-Ti*34XgbOo!kL^~be_4P9^CM;m%q--2)t^9&8@Ki3=TbW?8u^2HPx z>rlIo(RdT*mJ*>(rfAEDn2x3tV^isJ^YAm zO`e8llV77oXwg(*Oc&nDitzS4YO?aNpG^`&&|Pig>%sH2Tg}$C!pV|dM)b0rCJd}l z4Qq?;IuiQfldhTD;2&HLm;|ujMpR0tDP}FEbCMPAYEN;E9&7lxom)x!k{3ZMg^-Ts zP02TV@QWIw%{Zhr;g;CVtcFfDMP_SFEXO_-1A#I#^SD&ip#|&SrwwcDi?_P93Q1KV zdr7O7YQ9aNraSwoBKjU~PrW^gELM@*L`IOmR;_VNj^?}G&v?fsS6z0J$~WX1_PYCK z6M>tH-!5QGI!p=|m_gDp_p66d+k`mQGzXJ5XEoBB%%&NUhkKCTG>^8+*jrAYWe;Pa zG&YY$X~@|Z-)@=}+HbgTKFwHU>G6?`r~WRGWUsL$*??ax%^ z&qqXT5JRduCN!r?Z&v~wzMWV&*{NP-ZI&4>YeJl-lRE087NfTJ3g^?(kAlB_!)dHD z2n{Yfbl*7NAT(&2Ya)EdaN3WZG@bL&Pp~&Oo9y##_gNNIUrY}?>Rw?=5BaIr-mvIN z{VXO?=-sG;;cCaZ(TrKf3(Hpp2qdR-O)mabu%q5E@pKZ5Nqlq=65NMI#sKtI_#}~P zT;B59l7xg=XN%<|Wql00qoY!mjrn%qwqD_SrfFM$8G`O5_3Fx)|Q6pJGBm+>DSHZ*L`??-jl(HE!O( zgvxe=draudn1j9M1G4>~^vs&yumZ^^ZFg6!oHU-Fuc**{2JzX7s8=6&tnT)hdrWOJ zE)ospv1N%U3ovbRm8u48I|y1x-2)PRv#`pK=xo8oM=Mx`M3G2u1` zo*aRzU7Tcm*&b8&IwEiK5mqFvI%lnpRPKBOiv(b>0VyIPo!%?TLF`{9wG~EvBf;0V zy*1KyBt@`|VkQIH5hbuwPSD}0GR6)|yvcCv`Tdt8tYt`f7?i=IGJ2ohYa;~6!20A| zLw>T?o1E{crC}NcaQZw<5mXq2C0_(^xTWAE8|VjYpH5A=&eR?H_C=+o=_M&^PkMd- z(eBFVI#&AlrTwQ=Jd+5AwXl3&@vQJTgK;_j_STg&eZ_7f=>Z?#TmPIYGrQc9R5xcl zcEf#QJK}}C4Kgf4|G@WJ_Jcz z@5N1!Yq;~?oq~6b9gZXl(MWj5H)7fL5csXz)7!(`HBO`=_Y2~p@M^~vK}VbiV5DxC zzl0+lh&9a1%ZtGXyJZQAjy8_mcH*J4XehRccKpHiEOxjXMc9dCQyK z(h^YV8?~iynKbRip{(|KEq=9*z+oPgR#x^K^D44&lxdf=v$!nwVIMBu1tN8v5X0eU#CUWf2 zbao`tVY+8!mBAhPFw0rErz5oX9RY7Zp>AvK^mqNeAucFh>=Z{UH43a3*O7`Au7{1E z1^FAm0D2`-I_R40-{dp{u^=zsc6v!E1=nK`Kd`@@82NdvcH8If(r?l?6o0#qA)W!7 z0y5X=C02sUSZty?L_%E|UxiFYmTl-{d65dPikn$SZgKh1hkK{v?WVWdbdq6Yws}$I z$a9yn2ZIL%_2#pLu)qg6tJxnK>a0sLXbhE@-pgkBZ(i_S1eh42Ac7jF$_}JLs_5$P z?t;~&C+VVOHeB{ju-ZGR<>!A^@YK~?r;w5qY!fiPL$lrsyn$>xNw*=vIoGx$H#m`WYVmWHt1|Jo+)N1)oLg2 z4P-PNviH2;#=LspyQo$C=|szMZF*gN_A~r>b|Pef8FLLnADMf5?);r@+)e9zPidYx z8u6s%ZTI(HYljyCjiDLvZi}5(BjH$d^24?exu&^+iPk~A)Q{|LrYAFKcHh{}x;oykI(kWwribFnsL4PV8zM+t|c=WyXUJ^|o!P?NfdlD3D$#B7-WkGkxl zxX%Iro>fi7nHl0Oha}7JLu@a4#&1sD}{=@ZhuyfdyGrP)3*?fgv!NlrYPb&Wxp&sp64SI!pNv$KN4232{m*a}I z8`DPl#1?k-zj9@EH%3HY>xRW8Bw_~#ffynJN31B;L8QJA?4^Fr3F3~f#J8|66w}ZE z)mk}jq5gI}|8d6sc>=DzhGr{JiEQ8mNxLV*O<3~UpVgSL&Nn1WTUy^7`V1swm&t=s-!(oczRP)=h6&|ie0?$S!zblI=gwieh)CSfo|~Y`sYcZJ^4an zBE1hErN6b?hvM%PK^HBSwd>ymhH4mjK3^8o%R2Yt$OoX8J9TDVMIC<~29aa<&&%aMr#>2%0ao8kK z=6#WORj=ciD6pOr&#k%a?{UI`Fg)%Nm`_w7F{++5wmY_V0S+ZlMn+c5J65FDpNZyk znFdCwTOX>8<0dqpB8AX*w<*kosLH%g}rVl0&{5=V9a$stwKLOX(C$rn4m?_N$5m zEfjbYs~mEjB?08D4z9}b_*E*OPb3_QTi8^=7mO*aizpYqIKc^pmLTriP!(v4JO_`r zCjG#4p;%X5>uYc7hPQ`Wtu%FmYLNKnHtf16)}zh%r$xVdt)ZuK8}zQuCo#`X+O{in z_QdAX%FIsL&F@U%%_qw_%9|J7++B@&G<}HNOo_5zc*sMp?m_T&P~^0jhni0wxX4W04avL zo<+u*Ym0_K+z`9MB8&qg8MUUk>5*54yA=63lGEa&ZmnL7(5Cu{ZJyrezLHnq6X}HW z4$qkevCATbq`99~xDD46`s*WGs?s%nd8)@`*IGc3WRS(`4JVz-J4qv3YkM)B9aFv8 z#f0tY<+ast89y3C;w9kcN0}$J2|p<3u`@&$J~7B!d}E|4=gb$4JUei>iMFjS%3}FLuC>$-pDh*&Chy?xn1uw1_Z24!{#A^cPJKhj(07Sd zqdQ0zwR|u8yy?lICeu9LCriRXG ze?kZG++xgHG+H}ZLL}s71h;oF*0>|~6VU58V|!FPvPFM^yV))1rH^012bdr>58~US$kjEfV0EXYZW)}p2j2%de4Np{6ff6Pp2aE;P;9AccpBb0#`zZ87djOy zVVCIWbvP78g8rQaRg1#dBgRKy0usx0zBlF3F)Ca@~-|z=kK7qX~ zCBgGse(2|D}oKA6`xBH$>H}c@mhN!*Tue`I51cioI^bE2vwm za!pZ57nnMDQt;jjRBX~Hy>KvCSwyoFLr4aqig`y!{WFyolU`!+0dl+AJar?#bezR~ zjslIYJU4cuO$*SP%kkVNwsfl8$>(dmf>a}TEjlc6ruTmu|C$c0(ve^7;0oOWIuoNM zH*p}h2BD;5>v;3aIqvfhxA?F-ETf_s?Y90|$Q3)gjOEOdDjz{4iCj}{WZ|Msf1ssV3x|bD|mAt;W8PP z*O3RJ#w;dF#?lQ%l6P)}fK-MbbY2eElxLY9q-^8#+J1)&G8JO0i@)MpGxORTBD+7^ z7w|bf_ zl&!)2UtZ^trx)E{FVx;N=I@#vfKcLQ7RV>kTk1ayVx21Tw5F8&B6{4I50=S{8FM^2 zJ*EH+w!HM2%+kl8c{eneq0vfsjR}qs-Ns9_K4zLCgTgm9#@sdu7>cekm5M{ItlJnH zV>L@_l-|~*)8=kIu-{wd;pG)bimn#Bjk#A3(yFDK{0aoFlY3g6k6OVYQfMt)K7~&9 zX{Um^S7m5WGozD5q;p@seE0Vk-o~9@a4NO;5&R_eLcsgDD9KiW>oT$b=B*Dq?7@!i zU_<#B`~v|VCA*HW*kaT-FVA{LBglKE_Z#mn6J_c>+}srM$`;bsZ?r6koj(VwH!_tGOjA4^K))Z$^UJfh>v?lRf=BTC~)dp`RT!CawI zJ=XYlmm~JO{}Luw10U)E{o|5)MoZZU@?0UHg6;>66xz%3+j=MSy4F zCNh*rW-d{qr?|l=wFTXVI^}S` zgaZ2dO7im?K%=c$AY+aHF9Gm>SwMbovNEq-d`UUE+>?xT`}2r8M{6<4&(Qhiu|fIH z`}k}7S`;dmxT(*d0=_;!hs^;6KWNxIK*QMW$-0T5_4M={FAuZ|)F3%L(~v{L}WV|0_=+VHTLh{$lUMs=S3de7SWdaRh3 zpYCgWjK&he8B#3ZD{m z9$iU`r&kGEnv4)nl-W~4efAHrBEO)K5;p2LP1x8u1t$2?DP+Q6(|za~m#Ou-7Z4Cw z+uRfr3C6O!E&u863%p}ifpTF~b#--Nvi7oe9d~rcs>h;Y2mw`u8GkqSHdGZ3U z+HDPq$w0qlS@YKKTc3x$D`$CpLVyR_k=ffi)f)I`V0H#I-JayvXk(a5GF-a(Y2=gg z@^@kIQdX)P9~c>$gV6YLx3aYUzI0*;{J~oYjBBvZP!L?PM!fbFM_E|&P?Z1fHr62d zRXWb!l-cUtNjt=Q1l#@nkH7DIAuvaQU266;@X#+YcBR*_$lhx+P;2}cO}@1bn_ z=Rk$}#IfOxBHUl9ibwoKy*(9!Z&7f_q5p>2mnHLS>a!RbE@TP9I?Y@Kqv>$YXhjBp zW1unm)#0_E?3*6kJYVNRDTQ-EmPg*4Oy;Vclf6ABn^(x_6L0KC35?5=9atn~eRU5E zL2Xui9>%E#Yh$^5_&jZt(+zj%M;*r1^`;Q(O5(BON*f7I&?^!!|C6g%D&zLKqv>5h zi;ZxXCoOG0i}l3bwQ9IJMUeP^9?kDgGTqjj=v@a2^t1#Z(i15K-jm#PSBc%tRRKE* zGc0g|AaMZFFMo6A1++@o-)61WpI^})pK@W`%=+{uV)AQGQe<7%=0D^^8i9*Yf7Zi# zvk89dxGGAqKU2Gq*IQn0Hy)M8fB(>O-fI!@56J8w9khlkae`Tnq$Ykj%lX z^KPYkQTe9~+IDA1zIzoNd*Nm%tj8r$I&NoZX70_|(B^!D2}!?~Mftqew&u=-1ghS>SvH(PB0zosAy5L4^W{K7qFV&HJ0vk*Zza_H3( zXH=plv(9kklO!90FXr;FX`D8W9@u00Z=vXg&i#(pVsRA;fiDxJN zn`Xc2)r_ZQQ@BOqnF18_1vAx>-isjr3 z7yJ=mdK)CJ^)MJ@oenyXsh9s(FLv!D2LEe2!MA*zl&R2n4c(*9b!1#pp1;EUt;=ux zV#bhzrD~+MTT*!8b;#N-jVGmGkpu~JFn;;`eTCd2o6qt=qd=6zpdQOb>pw{-8vYdY zIWprDTdaexH@~#oi{d#->x0YzO=D#DSE>{+ zTwU`pS4P@DRadjKPsNHZ+nANER5s-0i;&bX!ING+qH-b$;Q1^%?fRM_-xGHATw@oK zxonxpn$-@p4vo%RNLslhWdJn-b@jvq;PANB0@Y-vSW|b zO{2)yWqI-B9Q>a}V>c^iR<8#!q1+|!GDhw6pLyHheQ+bx>=<4&Cq^{&3G^oyI_)*nhN@v<^H+S^C#VGkq0 zV315Ix8Kzb5V>Xo{a-^^SXj0q#mryGTxPTh8d@wL%p2YquXAzPpS_|)h(2J{;1%7U zt;(6HD$t;Ry-NN%%M=(IHlpHbZeGCpb)ld=Yb;$r3t|tH80EBzg$-kB%_yC2$Qa#Z zQj#c2_YwVcSElaLdAR1NbePmm?3lR)@DN3Nd&GV>2lR5?rzp5@XB|Q8Mz8#nW!TAu2P=rsp=9C}%BIFD5NbwlnM=XrMrn8BP5dS$RpV z$z4C^Xdl+p)ot0y?78FeiV+=&de}_0jSNtFf!m~VCtW8rJxl@-MSu1rv1##i-yy_d z32ZiVR(9S*#ef_Md0!B=-Zlj^g0C;$Gn@?q?}Hb`46POuGd*4PpvtPYpm4>j!BS6j zK!N5$p?oe!S-$w|z0?bRzUbgm*YxT?sP3C*-W|Afs{HDDE95pyh5`*I%vdY*cBJsX zcgY1t4R$hx=H>Tja5%M_8}Ag2sm*m>0u16yR@{hby1~PWD!i4Wi4Z9lh2kXj!R3!mDcw->J_d`p(O7m!FT%wC~Xhp zZscvK?lJ_*z0m58W_QpiU+dDSUp zNRE);r*_X7S!`lNHc1cXGngAmRXkUpX>KkW_KYI6x@nqJj(SGTqd@f1j&NtRWLd`& z>~Aa~A!jk-S)6SId{lC7t*psYbK4?(2Qw7xuUJ_m9h`i=;kUv*9o16;{A%XduF zIa49>#g|(^1geg?)Lw!S;~*r^m@D>7Pe1m%E%?+9|7nYOV2EShZvSMG$@r*@H2jTt z3TiXW1uqM5Sh@~jV$Rc+BL}YyXxdC>YBBBX;wMHZ)h&QAWz79Aq@*5Of!W4Xea|&wAPUX9!k*Ou& zsSJ^fK^Vf7l90$=@CpRN(?e~!p||Al3c#3(?Jq+qJ{}8-H`cu`lenGO8PPTtQJy22 zs-^Gj?g}YUH3@6gIi}z0pLYBp^7z75wArUcGyg&cd{d#v3^|?Wvm~9k@pf;9I0DJg zv;N@lJcTTG79HKMMa4DdRelg0noKqmjuGgREkPuq4lQp*F> zH2MNn>!iipW$SPgj!#sqW8=@w{HM390L5c%byddVBV+vO(Lm}u_rrU+b?cE0b(qhf8$ zc# z&a%jiDjyN2HLCZSWWLM!crkgM{Sx%51*Ub6mNuoO52VgWWE8Fxrp{UnXVUUa)FUyX zCtU&^+#)_{GP#}_BZqoA*L#xG-bGW2&a9p9jAsPuuRcRE;=9{Ia^D}fTU*xCVip+Q zy0~C^eT$`Df~=gcDY3|>L9Kq#`tiMbt`TBkL-YpSt-4;N=?F;qvUf> zzq$Ofe0eosQ>>>F$i%KkYEj$LnCQJMyM_H>zeHB4!clY^rH-U@Be}$D|G407LK{lJ zm-xd*tC(UtT>Vl^hgtT?;Uf(KTq>JYxVd^aB}8SQ<+|0HU=$AwFc65`MY|T6I~A`}({)U9{goXc`POOnDz3 z92~WHsNepLO)%vtTv$1L_lN>g$P|8n%lNhB7Md6rM~;4rVz<*y3A*e3Z5) zyo6sC(9cCUCvUy}5IO*?;;(r7RY&zSoC4vb-;Wl_MSJU*(yt@ed6A4`2S-rnD549J-t&Z(;;V><~z12+xc=_wiX zMftD-QzOQ-0u#wsm*R{1qJWxkDohxsry#klH&OpXeNC+dj}zNw(@6a<|Hp;XUIXBd zsx<9BgHrJmW`22vGPff=T!WRyt*)&Oqn^`l{mHLgL%UBgETo;*+!_W3rE!h~B1*$3 zeVSTZTf2LEk&;EmGh!^Hjn#fwsv(>xSFEv7L4a?VYdXCRdAo)BoFc1f5GORk8jK&1 z{*QWSpLV=|xDU!3jGoU|E;PoG2~55y)t=|dQ8@W2o0?=#BGm9tv_zl zlp3=gA3$<;L=b6g1oT>CT9r+^Qvy5hU6GvB3q0RVT4Pvqaq42cFJm77X!k<|Eh~Q6 zLs=ds>P&M~sw`4Av`rAZfj28M_&zWC-5wYf>zq+SWK^)@V5Wjw+C$>oZ?{~Jd7Bq$ zbnb7$Uun_flKskFGpm0ye<=QrNmJOi1|3~uHh{e;+g7f|xdxL!EFR`k5<7Gr+jO2p zYM=b&(@|;v3F>1ZrvQ=FCtq0T9w|)=K~JX4wPkXjqo{FcarjKEFx_n^R(drzCOSf9 zP%(c6M*k{prlr0JfWob(&nM9mdlnMW|a4E)oPMV?K+Mqa9_ z8Fu%cM%{+}od6cW_kx?x7$zGj#PbxlUhKW|1JHTsQ-2xie{qDE*cFm(#6fB-T?M)c z_pw2Um>U46A9H5O03)6y%Aw3py9@m`VWMX9>I53+>+`JXTvTg^r>WbeuH5$i! zcttlTgQg(HzuYYb?BHfaBEHrUT{H3Ln@?}~=jHabIb>CISan&*^RV&xii7+W`Jx;! zu_klUq+X_Q(lV2$j$P3YA}lJ#mARVgM<5Y=u}lo47=f(45kljvYX>X zfqsXZm(6sfw-TFZc-U6?;y>DJGf6CEqJ)GECk#Tq46W1ZwX2diSr8kOl0}bgI z*i9KQ8`n*SyA3?FN>rDSvm($^Cp@M5tP11w+~ljR=i>~J9zadQ{A`W#8+3J6uEuMm zAyxDaRe%G6Gm8G==|K*}0qnu0zVPo6_HW$oFQARTgsK_(?B)J!7wYh%|KnjatL~BM z&E+EGY+a?$w8sL3cMg`x1oOB=04Pd?G z#fU?wSuOM4<`2$HapGwXhY#5sZQWgm0RFAQ&V{g8VXMK!o==)kZ(O)qze&>3OyTMl zWUw*kDSZwQQDn%)RBnczFSU@v?xo%9M|WQvYyJcroJx+pdFa&+gtSH zX%{EcsdQq-T$`n)>ETv}S%4t?(?+mWYXT+hp6&oH6!BOoGI zySci`D}WDhf=Qr!BwnG~*dYiGMRO2!ATd7L*4+ZzENB@)A>O=Nm6(-f) zhh{%=$Bn(`Z|_3!$K$&_yyrlylUXrEH{`d{hhy2GD${#^Z3_)>-tt%ao8b&0g6Y=& zMXTI|SE;bi0cELjf1dsQJ4P}X1k%KrB7lYt9v;gF_3phj?$7%Ez3u|Xi4F|;hR-%; zR#p1MfvF>4w~jqV+2PBa_AqU4SuECIHnyTWJ)_pk_@srYida7!uvt*$C}m{XKD`rO zY%l&CKqdY5D156~*-f92_bVWt=ieU5ZqM8#JIBs|djeAsvFVoJbKxBPICkGi)xY|H z8Xe%#hXI0&LDu3W`!ED~&l%KwTNth>i2zCVu}}!-j%PIfxYH6cHO(9HE_)P_f5*L zK68J3mPNzNECKGwxd)Tn7TCfbg^V4cBHE{(#L?d{>re3`Vt=}pif_pi+T_KVhxe>A zf6jAxC(OB#A(S=|KEDu++wtxDi6Deq(ejgO*_M|_2xsh|nkYBu$_BsAe#yh^mG}KQ zOar&w&lI`Aa6G+)?>n01Smg$r;UnLh^o*)3Cez~>iK8blo_IGSqoe2Dd+hoEAzld* zr)4^ppyDqW$sR2Hb}pcfWI z0D|lBQ;6pN6nPq6Bbr~RVoGAPoM?GmJT-y;;^nKsa;q(wAWXt*2?bQVYFdiZf_m6; zR;eGpJ8U}6+>ZKFxdK7jE4%%%a>j-x%QUP;NONQGo9KlPrVnDm!owM@O_If@ymHRD z&+frv@vHr*K%kWSgUG#``B4Q2(edhxPa_8-%;~=DU!nIIJVE9uMvTVv-^gzn6 znu%(SF8lG^5FJ2;2zCzP93W7=xc7|M87q;{sP?4iKt9U()K8%D#Io7CE#{M#w^cS@ zD53>Yg5RD1SAgq^@e$fSJ=a)p=0oT@#)SP_w9<#IEJ30>&#!G=eU6%_IiY z>`nmc)7_mNm|6079^v2A{U=ds^6QSY*?oYBvL&%tv6t5#0fWK1wPP_KW~m!l;x-0= zMi$r<7N-vCy1I7mo2l8A=2ZiIjbI%G{M(kdXB~arIAWa}H)=KY-mRC8M?(q?lu#GZ z4?At;tj3kH7K>$Xkbol90}Xel5#*T~GkT!WxC#|6ZqBO5#g-sRJs%iIwd3K~b=T70 z{K`4GJiJY#s^^wDx{|qpn1C+`Rns+f5~4}CzLNkrNY6Gi3gHld*57||g+OUYT>*(| zVUfr<&d;~X^SrdDgbmxSDsmS3AEC&jFZmr%%pli@vXbmh_j06&UA z{9}=-%w*Eu&S1Kq z-0&T2ujx>8Bic&g>(Ca!oSGwGiAxREl;%K>R+Jxi$0Vf*2s~^2(AL|^iZ}U}-v9?Q z(gt4sfuy)~yc1w5Yhxw-8Sg{5(*G|L4r*I^_OFVHquqm@(e>O&QdY|Cmk=JI@L-Ab zC4N4Sik;KBI+yS#jO&RC;ff3J`>!O-&GEHrT-8i1;gR-Np+c}V8*pS}={VAL$=;zh z-Ng5`-hq&;^w^zr%3Fk5wEVpeS2!PmULo0NX&f+9m{V(yv4xY4CF=fzS1E`kJDpX# z%Oh3%-Rb=1L+MP{SFW35Xv)>Q3|Rmzi3?P@KvMGI*9sNJIMLgD-(s#Z-vylAt~}G= za5=Qoy87N*!(u)l&7;52Y82PK-%1I9Jt)vUKN*@Alk2(1c1H_Ke~Fr$x-07IXU>_y z`T*mc*MPLsSKQ}&t7rm5elamvl2TI93`9U(WQp=6LuyizMFSl(|a9E$rA_*5X?Tj3mg=6I`z{rKLR4sE^j^bF?4Zp@rXqmo5T8Bpkev5eaX}M zHTg@9+r!nh=ExxH zbUem_D^~111~#_H<{&tpfc#_&&0eP3X0ee`?Igqk@JUxzRw$%!&YrS!g0v4|r+32g zV!j*+Z+eqCtda|qCM6$ey#Ow<-USo)Bl1)L`TF_#c%h2cl;A`D4UpRep3AYWykiXE zdma@P6`X~1sBK4QC-CIxQoxf#(-!=CS`$v?=#vy<$`>&I*qdGbPcC)83%u8p@&3PE zT`n-X>U@jy_QZEjt=B{*`U9g|N9mH zdINq7XkudGGx5|Ub(N5tzy8^t^NGbVM+yRg=;YIVLkYzz;-Nt7iPTRXLxp(c>xAST zg&wWGz6xCdS3HFfhnr`P0Lr+Q31Y|J60d)qYXALB1ocyA!yg f5L_*lz&xOu7BK$$nk$+Q1$;?}$O@MT>VEovWq&5f literal 0 HcmV?d00001 diff --git a/website/docs/ecosystem/img/ecosystem-agentops/statistics.png b/website/docs/ecosystem/img/ecosystem-agentops/statistics.png new file mode 100644 index 0000000000000000000000000000000000000000..c1f025801e519325a7ce1828ff4babfdb8089f3c GIT binary patch literal 236288 zcmb4q1yEdD)-@pzAOu3A!QCwccL?qt9D+Nfad&GP3GVLh9wfNCJB_;p*Po2OnfJ}q zKUJrzE`8zNefC*vJ0N*kF{HORZ=s-|kR-%~6``QuAE2OKe}aGW^35-O88;}XcY`VpjcHnHKl&cG|i~*0-q6xh{!J}g2fSt$o(+|TmhE;WCB#g zZ+t`W)s?@|7pS!dmW5C`3LFNfid0_1V!#?{)6K=QQ)e8sp11t+usiX3=KPh;yfZ@o z+WStTOf4nM9O^siKztX>J#!B^IkWgO)T<`%HHI?Ze4!h1;2;(Rz2&Aa)%23wBl~wsurmCdI2?os0-1EL))j= zkVD1idcXssKZjBem66r6B{}gbL)(WZ+dCea)zkxp8+7v-0JZ-v*u&P=_7){y!1A?6 z7s}v8Vj=%-&a(`&gLw3y3}Ht|W1kGUKmz5+w(K+i;8`0zr6$*h&bMr}? z>#J=$4b_k!Itu2(WL+94UMS~VPbk?j@65!1bP%#`ZdK|Hucf{zKugC(c~eQ;C75*> z{Ea+4iQ*kZ;GHTwmrTMa$WQG(B*6DayISrjg@kqJCrpiW3cc!>2bVHo0#(d|OcvU- z+$pbA;x(#ECJjANEs`$uVEVWI2mq8xBFCY@5G19$Q0k$tV(;$6bC{|g=!wDs!M=|e zcWQ!3WK^Pix=GRO9J-cDf#1sR08KlzcOZt;>h zhr$M|$pym@*_fuZ{ZNH^OZ4mztb&Ixko2QofR6-`Cx8Ra-^bFKJ~jdsNkj@tj)?R@ z%$~uLC&7lzvg*le^nKMTHl|@mY^eQ55+RSV=nvxWhyqdkg6kSy9s9Yhub=M1B{Pq7 z@xIwPTTVZX8IyGuZV=ohT1up&i+YIJQX6}9=@(Ng{#c3GfH7s?{Rp%vK#m1!FF|pv zF?>Wuybg%eCLa8jbe_b&{`SVY9r4CT0Oc)-Af7mM^w%rwZ>du4${*2&UXy3MqkCQ4 z&Q$@he8t^vT|vm=oxO(6fym%PyY{95PE`)e`PE%J_bIj@3hHN(-C#a_Up11eVCD{C z_wNE^cp$;3@91Rs0AfW$icf^pLIaTwea1O&=7aD=Wr?xAJ8mLRfG&v2Bju<9i!v7q z0OkSV!iiLfNJ1N9AX6?bSbAabIQcG44bF1FOm_a5)GkuZYY(3*11P0#dnTo!R|fi) zbf{826CV-SaA~_~D$GleEqt$Uab|oj^$CF_vc1?1ueE*>JM)Zm=C4(sb>DEg!|6oS zug#vy{&@c^nt}Qb;R;3$I_P8gci99}nIsh_Yq}`+td>SrJwvSp0IzCmGCNV}e zLBT?sMY~3kLtO+#fF8+ECDIM$&M8Eq8gkqf5zOe#u=Zf~XbQm>f+8y2!rkiR;^gWg zIf^-onN><#4Ff8%CN$~&IEGSHl$=pRlya1e+`^%I0`84Y}jx60>-@*oBGNjcRuJ+pxpd^igrKUotRti`6W^GiIf| z_Mz6YCX+4~w-==s%ohw+S#`B+V%$p2(r)#R$&Tsaap7QD-w~En$y5U_{HBDmSOzh6 zO{cT6Su6H*{xA1 zuPm!f2j-ngZfx}MQrM#rqGk3=Mx#-TVspL2Bu%ai9Pij=W@SNQicPX+vtoXNxXmwrjNG*|=N9A_w%XB4<)K4=$rQd&}qT8gR0s^*}1 zpl(-!SZYyvvM6umZk0Euyr@-AzVOMa+H!VLr&8!h>*&)V%@M<5_LcS3=ljd6BT{%$ z9?@V?<%ou@jO}(?s&54jyY^EK@0{ptEx);QPUst+_id4mhCOU=?#CR}Oz*8wl`3Rr zhlsLN?ylO}%OnfY5oa?aKN@ z_F1=Tr=a(pl-(xLazW*VjI;F%*OBRsgsV2mtIToqw9&QT%Zb%~U5HoTGw)(FFWBP~ z6e2t_6_P39)Z5VaT39z9`{<~63)l)6=UAOZPy10mi>vjWf7iq#MUGJF+(UGDpNg@7 znum#rTgPyy(4gHw_QQ;hi_QKpr1F}Sj#LG(PE9=$Gi{q?q_%N?&C5qWvZ6wuoKO ze&PJ8U5{`to)WzS*HpLXXH>0qPWczY<(bK%$ylUXvwMtRm;?w0v<K69^>mcGFVflyVEKhO+qrHLpVv6!6`E|ugAgfWWy+d!(DQlPo{S1TV zy^(fL6K?ENtXt8$Voa45-BDdH2fx+8rZ7?5K{n3?vL$;ryVLDE^Wyyw`Yw7{%`|J7 zIoD(MZ5!6bcXhE=_f6V0Ee2vk;c+`Lq?N8Hl+U4Q=SSO*V*k>Zyart6#P2=10IuZ66vtuEu28QFEt8YZUr@*ZzgR*Un? zV70j2Qtcim!h&&+*f(reT3Oe>^jbX~9dpk+=`7PX+~2M&-TU9?zGop&=3#MHdki`v zbmLm$3U_#8U&j~XVSmDOat5Y!k!!Wb;LqhNbv8aP$y;o^HpJ@epXqS_fztLgz%zie$*Nm?pepGmTzq<9~{-O24?fuf~VCT=GD=Yz(~7y0`2;M7wpHmu^JXA9UD0BBp4|C<58*&jC=k@ z;t<|qJfCNO3^(D%##i!i&#T#P>#M``P*>Igi;M;3e6PHzXrO=uQ24yA1xUx!oA;85 zfOWpFN}ID&Daxld(v>?8#3$*a0(tw;o_x=UFca<$z&#enmz;vbNKL|6Mh1%JXoPrq;KQNcArK?y)f2n#AZzdB5X`-(o> z_{e{$BQJ>h8GXEXx8-`}XHU;E(8c9xhx|;+M)q6>HNT|`7>4+@-TouK^hpZ>88L!_ zviyk$`Pp+T?PyiA2EtJp&Npk4lcB>UZYNJ>H`U!V&fa4_tk17rp+LPtsYnt~)F^AU z{@xbviH%4E1^xfK#^hlXqoVs}>oFReo1;C1SVJ5IpkV&jg_8~i!yh*KLF`48|84oa zA%*%W=a(rg^#3dIKlV0u14DFU=H9~r4et&0zb%#zui!m#-jU-#|IhOFP`=2!!Q2D* zUv(sq@e^L)bn+|JILiMf?91j@_$ZU^OS=juB5u#z`}5~}Wry@PRXl7ZEola{>DwF`uRe?f4+p9e1hPO?job)+Go9L!bgJVb*w826yYW z7oQ#j>!Q(8ROLz{#aqa*N^?Hl5&f0wpJ*OSfQf0}){Mso%&Tc`s>V0mz$~0!T65Xo za4ZM6NOX6T&#+z3OTF)l zkkg=9dTJmL;i7w>+;le0FD5b#v}z)~mYZ)fwocj@lawTwOPqFr9IG=)Dj)gh{LWje-aM!EDJmJ;Lfy1p$xIX_zZ1Y~#*3LnZ31|A4@6rO%&F3F<@ur6%tCiAvqn(1^Ke?Rf z&Z8ZJa?1yf2CH3=mhqoAOKFpH-V)$*xkp7sDJrv=Y2QOy%%L$bFzl}$$eX^My~RLB zherGl`uYtfW`Orveq#GZ#cxEPQlV1KN`%JCa^ClKC2=EqbZx=?fjLRZ-qG29s80>& zCzL8B7l24x3~s1tl`^qjMP+F^46OL6THF<8;_q>Bf;$XanTLmX(M}a_|E}Uco3t_I z-xi)`f&=-tfIJYGq8qc@iK@4k7tPJdXpKb)FU2o{v%!$#znPDA1Ce$gd@mkOYvnHf zt;17Neuu_~uI|;WrIa7NA%aS&(pp;3Mmw8q)9c^x{)?kRgGPBsfci=E7qxi1K%;^) zi%XQzOi8YMsv}%v=l&t`*bf-t!;O82IEfU)tO`wi`hsgrRElIkfJkji*pUN@xP(M@ zRtJRZs$KJ+2H{Wp43l_4Wls*c?!~kStTB;f6c;GU^)+*FN0IXLM*M-d^s(OHXj0H( z1bo~<$mIYnRYukMd7LW_eUt7jY=APdBmEstrrm#fQv~~~p*g;lSu7K{-zrBE&8Vu9 zlu77U`t|MF>|=>3{6Clofae%Ep>=dr?vKntmD12G98)>vi~Z}C#`f%o%8J5yPci=s zXbezaK*O|`W%XOh&Y|#2`TPB!-1>V3{^<*RFr@_^TRYmSmx73LVRgyvk^cVrKZhUf zm@fx1_xZiUUlb%kB7fg`CWi`}Li=|S+DV1m!?isNkSnY3+o+#~{`s0e`*$C)uov?b zv4A1u_4{%Ex^VoxyJBb*`Cs1qM`_nUBv3y`(Ht6qRewHm zoL6pea8>oylV8rvU%isAhQf4&{l}~S?ZQWt=q08h6%dL3^KQoEc`1<+}Pi)_i6M*5rx}x9V{6I-b`S#r@sjjZ>`Kdi++?2eT z8G@0au@dHU%z=Hxv&c{E-!AVztSPX!4D%MrasM!5rY+`O#_!(~P(ncw)Dtn{R4}_7 z7rxjyILZ?ikO8{mz5W9h*3O96)^_Jew9FqKG!)WxmJ7tL8Kx=?+|J*hQZmZDpRR{Q zp-M{0FI?V1~+Yd3rPy+uSMOb2^2{}=34gm_Q;ru$}n8la_9fWzoTV#lIvIS4HI zi{TeAKtcH#5su$2{7p?UPsz9Q;_&nNnLR1v`}iIXvIUqw9GbH<0teRud-0kWp2thf zkcF@zHeLV_`W<~OyH~|z%h7<{a~j+ll*)CM&6egO?RTtE@j0ABuMWAzB|y~5>MA0{ z#Dbd;i1eNrwzAfFDa{j8iw+09&qDeY6FRS7+B} zMC@tyV!zMJXPbz~?j2uR8Cj){x{HXprLCi_VLemO_AYWb!XNz8X)u6_ntrQcE)VNL zJZA1CPTRXY;pu(ObIg`Wb{a2RzNhvvXdZCD)3s29K+twK3xECgv#zfFJV`9T5?hKp z%Uhg%tZ}fH>!i{{_J;^sm6M{G7Ml_UZRjBYY_LEJxiP<1Z#*2<>}i zUvY;D=VRXojLj1xPch4X<@amo>yuw?)?4`?aIn3Ovo#3yzU0Xq&1$tVzN*^p;7~+e z9XplFBhA+C*R*FeWmqmt_}N?dQJ=fOjYiE^%wGH2OclJr zT92L9pb!s&DT?rikX*(uCAl-DuT8H?3O9Flq;hkO0-ITeKcVx>bYlPIr2fEye`XXu z8t`ftAHD)5YHJ(fn-Td1)uh04?|z@#uz)}h8Fq4xseuZ!{p+BAA(1~km0vo=@yYj} zkEXk8uk82q$&MDi{JZ%$FOLP~IpG1pUw96awb(y4Zqr$qoEE#F9#~@zJ)U@ z&Rnqg9?fQ!)6n2g$%B8(HGg~>8y6>AZ@ruwHG#T6*_N#oTG7 z_cWN`+TvL^9Zb~#b&wx;S*?fQZJnI5Un1SioJ}{()cqKcfoX^T_~!b$DBlX-=1>Qr zo0}UAK1$Gn>*IdK%I=g22}r-vF2%np+kL8J~vE97Yo1mOHsoo zPE-Ilxu&ux_wxOtOAS0({!%s=t6b5&gWmI;FImg^Gkt*rk;5LI?Bm@fu`VHDv8?G) z;IRF}4R#Wb8D7ij(&Q!qrnw4tV663Os}wG~O+K^9sM2|hGV9)T^Xh~0r7FzFKytQY z3K5ZBMFoXORJ={qXAD8HlEtqi2pSK7Nid8iSA_be(pF1BzF8db;L=?N#uB+)bH z&hO|Td5O|LG0SG(TN*GKPn~jImzSn)FEMn$HujvI)$i(<(`;>S7K5xCvABbra>}&1 z&zju)>=lmtSuNNn_9k~YDNJy9o9&4MD!!HRb;mVbnzc1vS6*?c-E;EWT|qBHDoeAn zAes3qW!jn{yNk))?{)4xwmjt;9D-hi7p`}9r=p`Hd++4L>WGB@$-ARtAu786rl5RD z0P&pHc58rjpnq72KE%7kCSAw4SIaJ_rp8m$7_lc_r`IrW4nPdR@dm=uTg%FH5+7zZ~ zI(z(xj^zZ_){*T0xf1^145@LeFJtjqd6&d)5{N3>r*s(?vzy?|1>C2r-2v&E&CZZS zFC^C;W_Wp=Qg3Z-DO?|G7uw~A(~al>B7PcNlauG#?+E9HVM^z5yMM(YDngZ^pTZ@^hD*F$uxxrQ(X-4@AyiEAo$MqN$= z7`u`%cY>YaMA^wa88SfNyar7%4RsPM@ErSSz8W`H<0HUEN?Y@OdG6Ax5qZXQr2c45 zNVEQk1iP8wOP*Y60p9RCSbmZZcjiaN3)R<9%QDgw+5zFcKsN%n#c^RrF_+tJlUVTr zV!WS2m*pitQtD1kY^IZt2Bu}M5}7TU_VYO-bIow$X4(?JC9_#Ch~CdLQ9NzaOPUA< zyKldKe3XDun9P%w-*Dsrv*P0wWvAmn(yWGnb1@PIrGwX|N|*r8+q=6e?_bb}A@t9l z^DXz@sL0$&4JsI?PUZ*^i8AVQ*X7jjgAD$eTmQ*WC7^h(^}@h^`Kw<{vxG*dx1Q`x zXUM;#`}qAsIS8#s-YtzTwjYv!duD$tNyZ=R6=YCNv)5>XMctdcO-2#DCl-;a%)n{D zNwPT|AE)5u*om;kL6W!>7c~SVc5CD8LmS22o5-bAR#Prn()l!x^cm77J?P^nws-P; zO`K|C@&U+_G@}3Z#fLiHQfJuhFplSyF2?=}q--t<#o-*<4^H86Y!R21+@`8>n?6SK zVa0dPu{m0(+fpMpV9z`_Y$t_a0jm34kiP;Hot@z@7SV>0u_)!za+A;Mr(GCQ_=CDN zTJ!R6#Y+brbgHdM@j2{cXl{})s;Q)U&*(|IKGJW|v3x(M0Zuw%N*@}krm%#&6hb6C zxmTXoAqbOKNp_EGnFjkhJcB!vpn$hZ6ml5?m{;gnSmWfFhWIGJ*Uj=0p~F0w&b8)7 zslUG1rEO$?v(zl}t4+59*gG68B@PS>uU6;gZjs4q&8yFwTNXjwv}oD&H}%>V|yY9Mf9u|sjj0DvC7Aarf~}z3j96KH=gy!)v&;@J`2EoS6;hq=u#7(tzmy| zWevq4NTuz-X6yd`x*FM$hN7<4TU_`&3m4=K8P!rZ%--!im^P&T*O?#5)mX`up_B7oU zwSHt*LuK|2Pnq4ORMh-NNP!qd;b=;;fFB%khN`Z*C~44pJ>mdH?&8hyRvYB;)#qEl zOZ*p(Ovow7>t>%#l$KDR7pw&ShOv{e6Gxv(><5=%)iXEh=HY7Ez>a=pONJ1f_zAXiswTnWJ^f;#bxGEf2AU<#_i-G#2`Du zVmJonfD~;3vYxLs;eWiZjy)s*Ms^JgWr4f!#kGKZI+AGy*J+S%$2uYn~7=IYMw1sS#h1)7YMMaN=QO zl+A&NWbxJSuOf? zeqdYC*B0Xdk79!|kgc5k5THlux&)sp8TIrbE z!}U5RQ|Qgi!Af*6J*N%uDuLMzNA4TH$V+*?yj6CocWn*fP%CF6p?uN)Y(j<0_9CZA zZqt*A4&q6C9UGj58m*)}6b5g&x#FxwZBQT1ktQDR_9-Gjs+EtAt^`44oU?TaZqf~+ zcQk$3+V#u5))B4Omb}>Q(+?#$$3)4T1sHx3$A&%z3Inl-&4b$S_@dU-a0N{;{4;40 zwU_%`x<|Yqy(W*HGF$RQ79ibl3Y$8kGD>fL;w0syk>f3ZJ${hxJnDW`i`s-ThlPOs z`254~)`cV9DCPBMv2e$?2ncyWB3%6@x1w4+5<|&ai^y7XWwmhJTD&E5ir0EpgZG#C zjPDk!E|TV5@k<_4oDRp*HhZ-qfd=;@EqEL8Ld$OUnF^$Vir!weLTZu&yj;NZ(2yFO z&N7oxI&JaSbC=Ssq-0ma^YiM<%#cuutckN*}`ATqt`)JKh zC4VUXYFBD*9ZAPHKKIqcx=?Ryf+;pwv`y^^qr0nT`b)QIbMB>xGpRx3wm9WymD`mG z$*_}4W54x_nS07COUhylTAj*0NI-YMec%Rz#O`@BBt6B+EPl?F=S%daEu^YTi z!~R+f4la8`tHm|d@%Tyf6I?bL^u%}u*5_D34X(FigClpa& zFye43cPf|DzM7CYnKe7=E7Is~$+>lT{N!AGH5duq>PcS?hF}!p^kvEi=Pb1@x={x0 z9Q}kE4;fwhz4BmXzT0a_%o;5P2#J|gigp*0$lY_$>a!w(C)u%iN5lA31grqb6>z=Z znlhZGxYW6_!Gszt91_xnWSXOMn0>_PfRB%lfd$|JId?3Oj1Y#9Hd`c!I!;d;TOP_t z4)%S$4yVESiT0>xC1jzM4{%TYya+Q{doVt*XM9y+Cb^keOB=oULZ^aiaYvq}ZfG1a zH@N){=qhz)io!W&E8R&|fW6fY!XrK%N5jYnXCs{eDqK!DKKFO{<}PiaW5Bwh1+`u; zGEj?a_)LJ;%`rOw(OAh&$D=zr)#LDpw6AaXEaKyFV&*4ghZbG4T1s^Ja627k8&Jy9Ds(M#OBnW!8~>zh zJy_!g-;ee%B?y*8_tYR zct{&(YAGXGH@}h-&G5ovenJxhJdfwyzUyyT(5d73)Obt)t5ZPhW`GSmM)B1!ui>NeBc16Wa8?=$_JKa?% ztcK6)7?LW88cXWSL0+@r;dZfGq~%*F{kGXX8Bvh>flcWHr)wno4P z{laxSSX1~1Q$Cd7tzIp_4#;4Lfq}sXpFvA`GyY>`T`+Svyys_MP1;sUxl|RjL&(R? zlUd2eE&GE75fI%w{1oA(%;K@a&ZcwWI`{}_FfBI@X9bF|Bx>_DIwm^Kk?rj{t80XT z^%WsU2MHA==0T0BtTckV$IA1rUAI&hOrFS+zT*j>fY%09;Y~6EnKk!oxC;ZUBvkU& zmu75&ZPM+NrcHs{^p|`>kSrQyv}Cv^;HTPZEAQS%#MpfrDa>JmJi!6&uJ6f>Tz}=t zWoDffBxgDrRw|Ni0dThYZA2W|z@OUuEm2$5dLm-Q6TJLAu-Fmlp5(ewn90b{=u}Y_Fm8F#SWZh7yCYO#l?u^dgC}g)ozbMI3XEQj_kRrW1tuQ8d0d(=|Ix6RD=4O9mEuKFColpD;O*CPTOiy-g)^cjSk#U^k z<_XWqGm?Mb>gA^i7sbI?$fq{%=lIavQ=rhP_5(*`{GnMcpsZscuB4#nn(&$M4{gSO z?}%h1!t+e{roZ(JIn&TWO>J@aJ0@S=nv2o0bv%=on|+Tvmby@DHZ12in*w7=F~dRk zS9W2*bY+T=h;mhrnLMQ=nk!0Cd^=fg7E5Q;6>^))G(u~pmQLpqWV`{WMyOcK*u_j+ z+uAzj7>&~9^`rFy$-soOQYrvdk}S1Gb6zBDmhatw=}JE82OT{Hrpt8>bO6lZ<2DrH z=kW7$e45$HkK|Orumnf9YSE@YAJkc4-az)NU5DRb5KyYuN?q8<+F+jSgv(nOiq57T5dj(D~qhX!=l5LrY$mDeK_>w0v zEbNjh3-IYyCb3obNkg)9T-UMF4!wwk$JiA|Vb@!>i-+kfgY!9=^P^wd z-}ZBzAzfJ0^=fW>Gc(0DZHD~7Ntfe9^24=__Hn7+UB8Id48+5Z=_Ja&E!Q+ox3nyM z>oMV0F&&RR^_Lk}%jcm+#ETO-RYhrgyf8hn@^1H15|X;lZ;;!>dR71=@9v)ms2bYE#~0t24_OC zP&JK@SgS98m(bXqj;oHKo0IUjM$3Y4$ZX}yA~P#w5gz7XWqaI!-k(&VHSeQwn??IQ z$UY}jRVmh%ha#z#Y31Lmbfq_%Nmh_%_3MX!jk37=U8ZTYi{I^wL?dJJC&^) zHB20yf}URki%0%Jr_*ETo7bd~=7E$Osvfn0C;?*Prh8cxyl~cFSK|J(Y8*9F@gC4< zdBSaG1~{ihm=}SxLBU1>J*GN1N7SL>H!fGEXiC>m|u+d)y#xy+WAs zw|t2G~XYwQDT&g-3k&j_(fEb`5i;bwzj|W48$g>*zR!X6WIM+ zoe)*!4%tWz@NoW;5x2jAMs2(t01w7wcVzfHUQ|k>4n__7Mi$Rz?HWH=NlHj4b>NtU zm%Ien3@?LvNuM}owzja+GiP-?1Vt*v+3&6ovb#Q7ms#8UQHl%>4mwxWhZ=tVkx}tI z)p$T%K%<~b06Q^p;K+o)D?KJI<}7Ck$?=Lqiiw9)RYOB|lwQ+v^Mcfx35Z8I8Auwd z<9VizftZJ&5cnQ92aoM|MJ5jwlNKA(;_hH;tN$2dos5Cy`1rV}aqK%vn!w>tUqZ&t z?NXh%lZD!Yx{B-}AnGhW;K|v!Y0}wo3WZ7P1s$9uJscB5QGQ#Meu~uKOh{s4gM6^i zWGFUTVTphJa+65@TnqWR>pQ~c1Ra-K^_KP`D^uLJCv!d0!&x(Tl9%WaBNS+0R$jWKONhm!2NrIOzP-fP5PU{k`hIreQ$W` z<}YiZmt1%naiOM_rK`Ah$H0nL>YlEHlW9dpDA_<;{DX3>Z!W z(TD=Tpo2Gm1nN9`N2Mks?{g@sjW|m}%uAi1V76ry?@LzuC(Kugn3Q6an11wY&Nbw8 z1ZKG_1gy3NAzg!gefmHRbZvcLpZC*a3`c)OE4>5KB2&HPuru*>0sZVy+`-qQou#G5 zL5`Zs1MLC9LTcbmN6N%d+=* ziZwp%f-Yba^h(sfy;JOjL!f4ajpv`_CNN| zUP$pmr~I6f6o{hjuBRsnr!u+%TpHQoh}?LSi>s1;U3i%;k5sdxSEpPDqhWr!04_@A zU%Mv)cBs2pV)ou?-L_BperBFA0SAU^K1#uryoPadIKCWa7IJUz!#C#4Y3TJORWPMVSd zJsiwkWwY!DxeTl`;=_V0#e9% zfw#LGTLYE3O8MVV*8@3VwVUuH^yuD2?T%_;UMYi&dh12-l7;<=j-4U?)%t4eo1T&B&CZLBA|P+EJjBD z^1$GZiKaMr#}aHt%SL0{l^GqlLW`pvt^Fj-MlZ6oqJ%cY?W(@fsb#UNS>Q!RC@sW2 ztI;>Hj&viK_gOAP7-MAz_*s(Hkq(WWgF5z*tO$k~ubV2;1M-giGqah}QrjlCAgyhi z)k0PDNLouDlZ>|6ampUu6tm;=_!aB5xrIk3+w%N06&aa0@cRcbYDkFdIz$EI6=z~< zN7rLt%}cs#!@cVB))=d;=Ls z2KAa;1mw`_A*~C8-$*xbdVQTQfQi6ywppeZiJ%EIV4`p3TRGfb%kmciV-DqF&F2aV zf6y>nWsq)s1sWq_yUMe@1LUK~$;pxX_74oK_iso#dYOr>=&))#a(x?$#uM^q4(xuR zO5ON}!49)MCB&HBLhk^K4qZH@x|d$b$xC-B_q^8m{(e=3;e)L^Xyz^yRsrIxS0Bm~&L zOxsO_#HKwwVelQBhhN%ngO1+5wLp_(Hj!2E&AG&F%~N#r1)RmR-FodmEUBJ5yHA6(KccN!_@zx|673Oh&$HwkrhKPJSG9mBc zLVBVSB^%$%x@E|nAQ%6(@P*1v5qCduP5^xl(66D@y|;v&PROX^={I=0$Oo$a#tyQw zu?4r;xC0_B%i9!O+gK`Q;5C3r`#q*rI4*ZcxzO+dR#&>2(|dNzyRE{rg$g7q^`#a= zt?wjRazd18cxCwz$jwufbA=_r>=v{7fb2KaOsWn-0P28K^cM!(p@c5fxVShP%G8w> zS1Mq_)l;XARjJLKXZlLZ6emc4Etd4{)*U{lV~FGNf>^u@T`W)qLWne~zOU&zDv7Vz zqgVJ$7B7jJ1cGYNzOOrc!ydN`>rmr*WE>I_QhM1s?F_2cVRuY<86eTZ;Weki=XOlm z5R3Q#lCJf@y`N6=N?$LRM*lBkJH{kmd0sC_r&e54oWos_r0tf{(PpVvn<(_2%I<@_ zK!*Jr{oWzxsBca2rBj<=$Ih7Jsh=D_UGA+!9-hsLODPz5{eHTsBXsZF@VXtQB;Mu? zVj>D65|VMy2Yytn*TB2)phMI&LsmMYt=z*?dBHNgd3_tfP33R$7F#GJBS_hz@AB&K zhKY!5SuEe|=Ir{tx>zafzSymPo{gqn8mpO~c!pWUWR{sEDT#3e!NE4EzD2^I7 zcU|){{kzlywTj;)pwzDP?_|G^sE}XJvDI)1&z{wBelly}j;SHP&Q4Efe0+M3jkoR; zg&e^psIA^dNy2dHVtAH{t_NBB>T;1%TurAz{-j&h`-Bds76g=Hfl7S zbtB*}5!K%?kHKD!Mk%L+uzGK20&bSu!Aa+z=Z{HkF_a$pij}s2S4$Qp)8hgxj0Ec9 z#!qm*vF+?BH=EwSlvE=N=eL@Bl+fRtO881b5WCUO^wN19$?E!WnM!Qc-PLu@{azU* z@c}!|vZ?0c-Bw)8ph04=tcbj^g~y(sp4s$3Zx_(~Qy64);Cl55Hgy|l$lhEHve0>H zJa(EJ?(x#bT44u;A+HS4W-YrCt(rHDh)ZwdVBYrKu$XmxAQxEbW%7gc*i$k|AoRWC zrnt7ibqs%Lo!6uGUmZ>Qb(_WCG+XnYq?bV6CzoBn5i>`2eiPJ7@*l?mdHP{OO{xe0 zsIU)R=9tf!Jl?6e9qNZ0?OyJqj8s`Iy$s`f(PD*mvt{TDt=um6H^5C%lMs{qpwo{} z1}!EIL!G3yNxKxkpU-plQat!Nopf2Vb&!g_Qt21s5mk^Y5PliCO8{_v*s?h(zF`nj zvzqoV$I8vkt%T1}<76_`f7|&e9WUhTH;3)pMmzU1+}@u^8EqkZ1y%~BAV6WqrsoqP zY5$=HLjswosgY)-wp#GS;SNW~kYb5DJ4~p3WVLD|p6SjM&6;p`_b5PY#&tR8#KwG? zlMAN>uYvlP2ad$9VmX)r4=^A7;^#3WNZf}obgh+OxD*G}e~|l9gIeBN;1*FZ)tY`R zE#tW2u)B!bb?E+C9wNdOC_=$67KT^k+4U&oudBl|ezHHnAamFU1mlCw&k;FC3bEw8 zRS^SnTD45%T1OztqzXnPWNa<`Mdd1$>+4g7CG21e;Zr8>RAU`iPiin?sED2|zqsav z2_O&wi+ZCsT=_HEa=kBccA$%hez&jyi3p@mQE6gI+xGlIJp=?+TC9CGte_%JP4(SW zJD9Oi89{!j$P5449vMT-s_{5*#c;y482KG-VM%dlHDijXA4Z`M%}ViICo#u3%G$Pt z60mA9wxeBBV@&q?rVF%=y1TopeKi?P?|s)IAX%)LK3fxNkFjppR1VM5MJ&4HN5<9P zIdl>qH&eS=Z7}StH^^GO#l_OKqjj@WUA&0tc-`o7z;<~!AJ%ieQ^@9&S7)_Y03?cp zMN1-5hEWL=SsGx8FaN^BVAjD8Vz{@wHOKtWQ`lFJupvtAM17mmP}z48-*)SVI`pBA z9D)x5pbKW@$HRdG*uH~7)u!lRpCad!Moesx6R#U=?p}wCdau)T^znN32%oy?_>G=w za706egNZ^ee1dd9*(aTVfZBC&Ubhu?!OQ7WJj3}3w=cyuM;s;7Hh}W18?!tT=#kM@ zwa#N3PL?oI3SGBLPRIA?a6i>p9s8Y<(E%Uf>XFw9etyGzxKQ|9iQn9s`7*Lt!Esb4 zqVN^TrD(rdsrB?PLwtYiUjN}bDWIK{@@Bm9(ZzmACM5KS==$Y0LDl21cX0rorFp^GLe3R+}uyvdw$|(J1mZA_S7l#CXp_yfNX5466 zvv6|#;n!Y7)w}iUXC)cBq>-&HCVs$eLj_T9=d!j}c-dhHDKhOP^*MfpN3RZ-CnUyJ z#`SofeBiOW;ut?%7HwTdL4iG&o;|$FzUgt2Ew7r+)IuZd)+7DV)Wn6Gzhv z=3oOA2-3!v3s-&LBv7&SB6}m@oPa5Hpm9E5Y5b#ND{0;q|93d{2_uLW^p?&jXtc39 zpLU0K(oJwtx66)%p`_@CT+kf$%Ls^J$xKL>Kw6tKXnEe&^tAm+@tBW@eiQ0{iUUn!RoAPo*y4G8G+k+{ef<_Ev{=e}jO&U5P=B0!d zI@~w1gV4mStdf~6jTy3u5%(QzM-KLQYdYthhK_?OpjzH7Uv9mQ?!p^xZJQFGQ?vw; z=p6g%bt&wnq`j|V!8S&jUY6tUzi963w0+TE<1iU7_hZ+Tl0WS3tSx@>$xp1{VG%*9 zk)rj1>?x|-ZZB+B2ZAt_CgYI!`@dd%#QX(xJkxZhh@v$=aW;ZQ2(LLN25ao!o`|Qa zUD$;^ReJ2`+%3LLU_@ejJ*?_dD}ZZ=tr0tekTM%?G;2&o z1z8Juq7AZz-;n^dD}iS?kE<;GNbb3}p;SqB~yCi>$Bx%r>8}9*j$+BRS7V z;{mGvguDk5s<#1YLBahsYKyv)jyU=)tj!lo5 zD#>`8cZ}U%7w_JjDP53zjfRMC9G!T@8xJS^Kla`_E~>QeA6G;{P!JT9MnM`>q&q~q zyB8_xZU#i8rKF^0=O=wK=8-UP<6JcTP{kMHF?x)xsqc&LUb~?{jTAEW!Dy`fEF_5~K$Vy$(afcu+ zsIAOY*dlppc_%+zsnc_&!&mAVHi;V1&(p?%x^^B4sNip%dJO0!PgH7N=eY|hmMf*% zCVhM_y6x6C5Ow2g+3X!$PO5mi_Q~62zCG#|oVl~mH)jJ-Q+29<^d?`_eg%)rz-II= zvT|A~iMAOxp19F%pAfY3bEVwyNPw6vh2s8~W3Goy@~qgR9G0gEZB#RxtB-^aN$aT4 zQeyH)?an9HH3lj0Y`zj|uP0O**IFZ74S@9a63^HkH@sh))OOL~Ia;Hhr~GF!sx1Lr zboU9biF}=oz=rzh9i_D0xA!R01j6?`vM_BH^?1B@gYDlC@w-3iupN0c-{lHvyX>bk zhQG8s#0z+eN2FIzEM~kk(oBSKwLg#JhX&Hfljd9H?VfsHo@tOlU5d$>I^&xR&1s)w z#*kSRzUWsM<5Sal_cQ_XzSts%+dLQha@Wz9)@Un3FU41!(XM5J-trX}qh@_2>9I4= z%CHvyj&{~aOta_x8)truoAX1FJp0?sH_z&y!ThSLjmnxORgQ;{$OL8=rWK zb9j6Ixb>G2lxrC#pVCK2+PqS5P^hwerh8e%#q=>t=L4`(M zU!sfe72{HkvGi)T;OPr!Hm&^6#?#Xy*JhLjbUQ@a2Qxze^^UzB6)^kbXvV#7(`yV9 z7{Xh8fNA*Dzg1o5o2RPmr}6P|2PP$4X9hY$PT&0K?@`;!V2e1{!t7Y4U$VhQwYDc% z^_NZAjz8y(32w(WDN0~yL{r(xQ@y>H`jlzzfj9yEvl-2DTO2Vc*Ggw;)IpOtq;yFB zUPrN`3ZCL)w=c&)KOf(&O$P#|-cRAr@{qNQA<79~xH7DbUvhJADBH#5x%D@DWNmPg z{YuxuvoNC9OrwYJl2Csw!m4!1hwY`E&yv-=D}25v9g}{o;rbLP-O5b}4IJ`+17S`Q z)V^z8z<&rB{TQydU%k$@39fo`X`6XVN+jkR=HIW(oJ;-S_1Ox;7bv~(X z-r@stbQwUGoQT*Ckb{0mr(l1bTgdbLTGsX3DfB zB`?A%EvLmcG~UO>#AxB`>i&iW&^Q0BL8_C|nsH#Dv^*}k)@a^?RGd#XnGa0cDfUuL zw>^|B^Nly7dT}~ZN06OemYY@b(X7*j4h4^=$hjQ1#qu!mI|?&lolK+6lgUd^XQ?fJ z%%p!{R~RXOSJZY}d9>m19jHR*2sKOhXzfUS@pD zb~?pBtMd`r^}!os&9|XzJmCwp@=2)#XWX*#Fogl1qhs=jT}>TN|I!Dx6VZ}q+n?6I z3g^C9fKg7t%AAQ+eamUquZDE_ks{0B!>i^fO%?M`}r zPDUMRM?`XRTa<0l8v>l+I%yAfyv404u^^B&ZFVHc?dko%x$Ke?NgFqJb~fq=sqW*o z4io|3t0W1lkGHx;K8J!t^~v3^#uYZxD;k}rV>{$_sO0NF`Ug#h*Y zV6_ORLSTwo3FU0S;4D5#V@E1@Ht-_1ydc`^?C^4kV*wbIp1Vs;`LIg*O?$p2;aXMXu~bGJ%fY3to#IN zetR~b6sH+IkSSelpz16gq#$Pq27?`sJMY%+70Y)fl95seX9g!5i;N>pX1>KAtoQVc z5dr83bV-oTIK(`T-F&OrM4uejq|4@0TGOo;Atp0M7|nT>DnvwxQo z`XE?;(5!^itpULWChAQa?Zxd(nq;^`%v$@hZ*|D_Ed(6_{i-rn>qN@NMHYBWt!@hy zk7J&!JQ4Re-|&^!@Lb9aqk1Jf823D6h0*$_r%Vg0^ zS&;J=E_S?TCXjimz5lBMMr%H(sjO;q5)hUsILa^ueU+91rf?FPkK_~-Qi3^N6PyL+ zNEDT}N|W(<%5bAwO?{JN-hVd?LP=(t*GES9mr~wr4 z{%GbFHH!}zyrt6n%+}89(QZ$gpTn9PA!&$)s8{h1DF73|9r^r(PpwR0n+`GU5>aXQ zIZ3X=&at0`dO+S`Mdqs6Z!P_#ympVlPJXc6fbg>ZsHrg*XggkXp!^uowTX#Lj)N?4 zeBPEW1WH>K9OfPs&fiK7uR8hwPdDV)fU)lNG_aHo1-m06gGY_(BPuket|{?@Rfk(EM-`w`y+26`zP3Hdx1plDckt<-FpYN%fAQhN@Ha zk?9nyJXP5*!Qad_%dA@n&!4_YQE866p+rqQU+jIsEYHHVI%`vKJN|RD-~mZ3v4%TS zvYe?h2;sV2f0-LOCQcLR*D~DoFxsMZy47gnd%vLIdE53db>6VYip%!iVr$0R(4#LB zuS~&#SHoiOYtUP{n|za9-iAKup1l=Bs+p$zvHulSKyJ_x$J3__6XG-|-FxWCd*g(U zp9HxCz2n5SyY=P$6TAJp#sP5y>Hf+va^0FRJJOip#I{#@R-%&;G8cekrMzR~o8nhF zkTwnT1)3+=f>05ymS1C^>WGs*ZWVjVagi1LF_JDXb#sg3V|oIqhUGIB?DJ=*PlE0h zAZ%V@E5Ffs)~>gg1GT;+@DOynI`O8SiDo z@HqSgs$u)+4XqqFbJFFZDrsDxn-&xbdGk`1RM21KgjXLOKTB-umfhuA|H`vh#zANN z)NtiA6`H+Q*qRbF)~_^~*a!n?Tb^x^UhbYsvwa~;o1e#z_VxE%kz$j7LFgR1?4hjl z>7F0DKhjEfs|n=g=f|W;DoA5zfy;=mdNkpp_ltp!b*MvR?RBpd`KUeuR6{=BPn`yC zx`mM=QGZZ=ue%Sn@|A?sDS63(%j5u)aHf1gqavYkv>WNUk9@3J5T%o!v1nvH6E@v& zrouP&B+L;%GEQyLg~l#mtxx2^3Dc3GGydJ@TP#GRp^H5bv1YQ`3}(Bk<8;83V9cqkU#xxcASb>~GO1>u7x!+=A?7#V|9==mPmK#1-)BR)KM%EkF2_+H8ba*uWG<-TO$ z>00Ns22a6w2e_LCFK+&e%l`O|d3L-UAUO7Gd>92($)YyL30}PX5#G_n!4}+MNwj^h zao@7u)QT*C!g>odeqZNsqykPOviV_{}J=?mX;#Ad~|nff9{a!+Ce7WdXsmc{5Md@N0CWIedmkFAPV~V zQ`@s)ZiZ!!ve&P33|&nV*sNXaX|OH1JG^dnJd zW~ue&7plt3y+^fU+aXaOWuz`Issz(F3rJ7<6KCP-npMlM!4a54#XTQeP0shvM(EhRv)5#j{8`4zuum9ORM{ z4(0=S|FTWU?vuswr!SH2g5d$7?l{%RpW@HEB?bQFe+ZjB;t zT)qG|+G^g-rFMU}d_dn_FWi{k)Et>k%ayf)4ekue0sva}e!6nSkCF68?E(wJjppk8 z#f3@W9eRRc(qI^U&d0NQ@>lPW+t$`zcVmJ!f{QWg8ri}Xic(S{7~IgtqG&n$WVhf> z9GRPEN-8P^>%?-dqpIR>qUK*lb}5RGlao^$CZ*=&6xHtO(TDIqe<#(N7aRPdaBaKg z)UXe=XCcDk9Y@IO5ro7~l>yOA6>`UVnub(&wv7jgJrQ1P-{MEo&*xCXCFduowHQCp zo`9;0v!10+OnhV)#YJ`;7}v;?1swb#fmUK+d>HUzd7GszsvB5b zMN4Oy5>lqGWDJA_7Hq z059rLXcRV7-QW9UXa0`ud^4^wJ6u4ss1k6DULS0SUsxaR*mxcV8~~Lm^KXymw#B#4 z7sAUO$1P5efIMRnI{U;OJnTN*<0Sm`_mlVZ#m4MyX9)?VksMPpqWHJEXd~8koTjG6cubg^UYq8{-m+|ceijz`J|LhSw^?_dLZW! zUgtd&Yw-Jz7u`dNIivcM>Qgv8>@xc6Tj|)xpOH9kPKoam@@E(CA+uD=UDu@Dn<6jn z>mBb?%%*O8Z{Kf`rT&;UdvO7i`eby_Ud1?F=akjAp{@WgN(Ls8t-^2Il=U2nZhnLK z`Vr$JM0}1$`0?)^0T>eviFfvGZvt0i2dW>02EnAe@A?H__XO5>4t^U-Jn^A0js7nq z=^H+^m`||0%uRHLRiQ*PjC4$?8>DUX?arrz<1a7L(*#5G%b&>?)K=Fh(+Jj(bmHk( z%`bG$?E36~;tQP&O6LNARytqZcRuP_TZ|7;X)3xOsybRYTVUh9`8Bc|&)~2(_tZ+e za*K^o!R@jIW*!Kl?tjxSJ@tI%bVmNb>MKj2!g8ki>|h9}RrcM*RQ%@XJ`Zy7_!hkz zsn09Wq4FbG5l2M~yS|muJIF6#RS{eyEziP)6W&W!O6zpfg)v9cLMomq>XylRy(yp) z({a1k14KLb)I(#J+(QjbwD5%CG5PTF5#r(=Jy+4v1LW=ih5V%Cd{b+mIO8s-4gC?N z-Dbqz!IzVRwT?@1K`+!L{bQ;zKz zeLfGtChq^l8abmpIn^Qw_Ho5w3r7S^5gY+~s{?p!` zbiDkkZF*uIGaT+BLvb7aes@Zlz43t3LMDmgKr|R^MpDCLUOZW%dRatsK*Z_%sH4+0 z2T|kZR&Kg|^ITw}nYYn{k`0d&45d9%v>euyYH$cuD?AP?<0{Iie8$3K0k=`Kk?!qV zzR&o+WdgSLV*4VNC5b=hS^Z+)!DpG%A^n;BLZYRw2jPw9FP=|_WqcaL?nboRnu_lB z2g7EwTTqRoA;w0HZP+V0R%N;lT{UqDCS&NxwV|H((~g<)5b)bXnGKQ#O&ukXjZsgj zTuH@fFuo`Rw1<0suBfOe+~~d{e>&YbQ>ooJmF*(mb^tiOgO_JpE9J%uQVFlDzMSF- zM-2Zjy^b&Cg)aJ3RByLMyYc)R;pb20I8;8R4a@6IZ&d59HfNEzQXLLrO`zE2Jv?@5 ztmZA_iC^2Jha~cap7lU=&*wJ3AF16)Xj-}k{VZC+&Q#H z4&P_w$I@m^NVM%nSi`vHEDx%>nrkS!YXLb4C$7HH)z0e@MaN64et7}8*s)kjp(5Et zAYw@RNQ&!oyk{MM-lI@wRHg|9GA;R3ZAOU?c}dPsAKO^i48^}*LH1-}<1w|LY$X=w z^x02wL$ejP_4p6!rdhc-&)Wl-jEs!djviE{so@4GZ;WO}d3kHTEU-DaQ+#%esCxhN zY@GTTEjR2j*du{DR)#S$QgI?}07&?3Q4glJbRe5cgm0k+Dw*>~V5h|b%7`__cfW&q z{T_~g5ByNQ-2Afx^RC)ohU_VlcgrQ3!dsP>N=f7wV;F~vtT1b8J)(-^FaW@|ji1pm z8>@H3WtLWq>=soi36_^5EcdbB%gQ;&IBvbmh)n57By(^_Zb}Iko|~P0di98eMEXc+ z2#H`HZk}+$o&R=b%&FC!|#w(PGMkg!;F9 z!mA&}L=R8DeWw&WfamG?Ep+t0It{eCtNclD@*XzUDo2P%hD-iyUZL{#>R4CkMC z2$I1cbUaMayaJ!fXIA;vG&YXBbpqkwrGG3Tl-CQ?ciEMF_7lm z5Dm3NUe4ES0TAj-D?2w2Pl*KGmv;;E++o4DMK`7_F^~*sE$rr_>Cyc{tE9__-b%JR%?y1x7LQE810~93m}LwAZG%zqM;8^Ag#F z7(dRzLA2!9%<7RYAfMJBbZckajiY9<+#e-dU+EC^2ml&+3(^`U_W3{k$42hBKCG4> zx%Bu3E3@mDyRf3YtbFs|I-JSTn1TF`_sd>`0lA5K4>r%88w@|Dv*!n;@B_%{N45mp z9Cw>W@9g}H_|wIJVfGk%r$#jtv@)YLNytelyE9ZJFQ0y%mS#=28}zf?0&aL^Pk3!N z$ARd!g1Nwoovs<%sXNzkV%ft-3EUT)b zb(2!+2I^sK_-D~EF+-0TM^`rzSne6y4G$R7j+ofxUL~hwUCh2X6<+#dByxjTYwBtu ztBEB~fH)x|{xyyADE5sy>NAN83C-%NgCCVUo>7iE^oRK^O|HdkTL!4s{a0g zkCL*#Ztn&T)?YTLd=T1yP+|ja8TA@g(j^G7#iFN7nTV%lV*50e8;FxsD-s|NPOq;! zQgAbSiX?j((VxU6mo6So?ShLtlH%)oOE!_iuhtpyro}&;(na00me?(s`dM#z-~;L$ zrw;-&y$2v^cu$X0xmynoh#harD63tmy`JQ);H${&1JtS`!6^?p`PN%B$Q9%SeCA95 z1idV=Pmiy&CDN^S71M`18gxe7JeBo0B1W*QA zufn|D{ttV{oDketV_8__re}RjacPJuo%W-#)pu4Zr;FY}T`h%IE zX^%Ae?{Ht9y)uKy)#5JY?A+DjpH%)=MlZ+XsA!mlDSGpsb2$`BYpRZiMP$uB*3>M9 zw;ZS)u4V#D%3~(3citkEyK=3++T7-z$GXbI4h!U~d%bCSE0;N3?pSdFjH*!!YQ?{@ z!beO%^|jgEli3WIkm0MMaYb*G^t=RQ6Dz*zd6^L**QR~b(hS!qF3$qX${bXZ0l(-A z6dI)n(pGD3;Z@M_{Ae!ntjs?wNknwaZWTdsMq6P6SF^gDojw2P>@aIH-H<=p7N0G; za*+oEarJKk#T<5YAsBz%CleWniYXi`Bsd55;T4;G>w~ejkKYgtzlvG#H{_K+s}}&4 zNi?O6`%FbeO`#366`Sk}me?3AG+SSkEdS+#bY1Y58<|HUjRH> zr_~?eZ~XkL_jo%N?Wn*0q@a53fK6YQk~F2GTh72yPu%Y2R<`g1z(6p!vN`NEJ3R^` z=M@7Sf#KRWI#%P=U&MI$k=s2V1C_mY>N(d;1y33VoLdNjawjSb$(#&@qoZ3h9=QW~ z#KE*|y)^yvWnA}CdE77_)SSLIM}hhN9#r}faHxyoHw~b9q)~h`BoW?4w3h{Z@ zIQKqcMynNRsf%tx-#3xEUqZHtx6GYSTD;Hw`~(Ob7gr^(X10M0Cc3EqfJw3U%I)*r z%zl{ni6EQhunO^O0}it=!TGa;j>~g`AniwgRuMwX=#+=Kx9@TMWl#)Y-n_R1=2cuC z+uJ*)C4I!tE68I_Q)riC0x(@4Jth-Ne;fMjvATNtk*qo&Kfl@WPO9V4q16QR60>bq zGPNMdGq}znTuvwOsd@mzp3RblR^L1l$oT=&p5YBMfI}+ziK-%I976e~*DMkw-bSzB-7vqj6XLLNiB9|)S1Km1R1LC%O4cD7A};SqRVSd$Yb zCwHGP(yDJ)5#ukAJ#L_b9nqXO-IZ-{w=&AtJM$`qD?^OTZxs)%tx7qfWf~DEZOd8F z(WPi5Dd{M^F4jx03zCdZPL{S3`ADCH8c!F8Pvqqw zc%8S>-9o@a+fkk?#J4MOR5s?LsXHDS$b*94cuvo~zp{kXrA7c2quiw$Wazs94SK@6 zBvx)}vyNzl@Wn_P=MacI06BGr&oHE#!zHHv*id+O!Pbil<2SY7(-9(MVvQFQyVePx z4Aqe#5B$-8fS_m;CE?so0WfK;9_npK3Z+HNUanA#O*_BgxA=wgw`>0wus7|y8Pv3q z#Wsu_3U=86j3$=+34X}rWBMi*vIzyLZcQF10bf48sm^$(C-J$GDtbyXE&jOaMbot- z(wkHP&d$zRfnIpS;D!1@E-WU_7Z9xqb1|z)^eA|hH5;LGsiO1a)NXn2U0xo~#ZTsq zjCDUfYtC+k9j%Lvb90xw%nF}+o)Djxn)ZJ!(C4U{Lm44atPY)UW|nbX>Eko&=A zmz_!jA#bU~Hx(hF8z(3f)K`w6?)w-c?N|RBV-Z#o_eM$=vQ-_`EvICOdF=ComjT^B z%zN3nTkEnRBY0eV`My&${TdF^mF^}lep@)1>c}gz!yj);{(#fTcJtuU%K{bL^cKR$=brHEm9wIbSm5dn8_p5%BD z2Y)QLFkShf(8un|8$}bA871yAkYDT#c~&fzd+0<8NhiR-zyRlK50s-s)jK&d|Hx^`p_Z#d-%jeqoCN;SX{C$?xmm0SX)Iaj^(mF z5f8B7+@9ghrSCVqFRI-2!#b^vg_$>hNBI4-_4*Nku9Y#D{ZxKO(ZXWxgO}sQfmf{) zilwc6hT86Q7l~Bc)#0yoq2lC(izA|m%NwscEw0iURcjsc3u(YI%!ZD5efX1!?}92S%gG=51@4=cfP zGY@)v$Q&{52hX`Kdo3am<4U!DUVmnme|_`)p*VmtOy~-vC9(nZvUSt;14-tRfJ+Df zgaysxITE;d89L(;g)>Ny5kye;Zu_={j10&jD$#z(I=Cw_F>z{&le3MaPWT}^7DEaf zHeDJeS%&)B;Kob8qmyC-+<>3=WFXuQUOljvuTA^MO}DqX!4*eZFn4hG8#pM~(T-#0V$2|~hLmrHx8G%p=5>?$ynmrB*tQOHEc-0LWrB`9Dy50en7N(>#-%`7BVmWS*}@x@P~n$Muc= z{YQZt%`e&veqXa1` z(~Rs>bv?;JWyBm2Vsf0UYWlsp-m7LUHj8BaV1`3ajZ9a@p27rj z?tPN_p`7jPZ|usg#Q098j66LB;*MO`nr*1JoH&TD1n|%%8?5TACL3BIm%0A%|D&?O;l+p@WrN}>iG=B`NXLRSJQ z<;oS_gQ#?uwZwNHM6ERmXvQvAZ2%SPAeygIhxhofemgm?`VVO8Wdz^meHgKhyO5nR zj<|cds;~RZ-H8UjB!xS2r6*Td4R!Z#&3332YnmojSt5%O&eg%jD9Hggb*Vgz^HmSM zlyI-nR~tGqO@dfwr4Js(L_OYFkaN4KM7|p3z;xVk%j?lgf)}iLl0$Dt%fuWk;FT3l z8xvi`?B;KNIa-^Iox1hgYW~PkK3ESa=dzn~+@1kPl5&bkS1r!C!k!x&AA^XJ5U(Fr zFDlN1C0b%brAJn5x$*zSjyWIEo>nhue2`9nL}g@VYV;ip+j=P_Ov_43L&L}>1BwSN zfdPs?Gs`vGEYSlT>S5WYOrh%?&72psVVg_3dVdz3FAQXf~M4eF|d#r zR*pstnwL^c-?E0JV$9M?L=A%xQ(*5QR_?5~xqj%Gxisd+mN$$Ag8kz!Z;!yrdV#XLgH zu3!Se_fArs>fe+3A9wiQ6(eS}k5H~jCwtROni;5v?+ap_!=9<QT|h0BIwN@IQM@O z^WVOcaP*0OBY5MG;OuKnCkz3B0eZE zS|u_PjMNC93rKCn~rGD*`}icN+)Z8}>)l{9i6LW{i0IHl*yfvBf{V z0y8>WNXyMS$%^XAC!h}hK9DXhs}EE#SbO*rHf9|VIU^F}=wXkpcsr#VJ7YM<4KVx8prW3o(`pR38WQkY>S$lcsZ%mOwNgLbw*Wq>MZkIGC*u6im zpP+L0rf%1|yBfU44PM*PKv7pOwYg~KJpV}m-T^q!Suzk0V)hHb;Q%760kl$(^~{*P zl-}$HuTs2W5BizP0k6->waXR%0nHP5pEPq%qrK-NHcnKIF$MP7fM5JY`mbJ{0z10r z-0ORvmT#k0MVOe`+Xe@fnE2V*y=}|QH#fRGgdrYfcdM@VRYldO72&|X_7wrI8Xvz{ zf>(2Ug(f~^w%*-t7|hH|gX&-JrX;=XJ4m8Z3oV7Rg@(IUp8g7XV&HIr5rJhY40*vp ztlr;*KtI4o4`XFBnUh0poe$gkZC1*_Y8Wk1X+QchpWF6L55BSWB{ zKeOe>gU!t@GE-9WhOxFC_V3uNIph!Kw>4Z-w0JjZYQ==StCX!#uXo3yEn&?}wFuU? zZ3BhMq7s&XsV?Rb=uHMgv~%X|D=+zmPab^)=i7WCqT9VjORgpBk?9T9&nH>WPSxPG zMC5161nuud?}fjO5Ix&0J?|SGvzJ?Ss0gnmho>bG&m5_hO7G{L>_OG9_lbZu<)Q~7 zyU;y=Gz>e{-S&2<-QRkWAx?s?@YRZPIMA>bB_(%VW{@!GBiQdrcE9H>T^$8bN< zDuInOzzd@cDnKP_jBi&RTBKVAueU%|WeyOsBgLplan>@#oWZsO|5#<-L5*Tb_@Q(> zNaapu*ipqnmFhugoAtE_B~eGruADlhP22?)>2Ku0_}zz#9W1gmzj_p8gh(2T{a9SZ zqtI4s*F{vJMY3_{LH?E2P;t8Hl*+Cmpv=2IZJpp^ZN^P+;1hCM$pq8NR&mbN%87?> z#G;@x^4+`=bP#&8P>!isXV2!s+SvKK0&6RX>%j*|p4vsmX^sQ+uO~>KA}oe9 ze7a;Vl|{DG)!-Wd6-@~*TUAl}F8@uS3Vc*k;feOe=f|F>c*(CUy@#&=@S6;_m{Pt3 zB>zG!Dy{qAu~gVeiX}g8QDKa*x3=E)t;&#VRda!M0xAlhHZNUn64gvC9zxXitLCp- z=pt)6UZdXQ<+85PW21#=c3+Y;T^}1}bleBD4|`II39u-w&V#6>@k5ma)~a?ziVo&W zfw&KlJ$I*ZmMhx&&>aD|kwp!n;z!$=Y!C8O!wEn>8h!7%Nw4LOfii-e=Ga`TXuC&P z|2*fjprToK@Yc%wQ4M=NOg0@>h_+4OeDhlSI-(KZD^#Z~hVeh5p=8X4-G3PF6`vR% zqn@V~l``?-baJr1fsgq5r|XzG84~q86(Zx2IWSf4?9V&|<9nw%FNzV*<=O7$`K7ZH zY$`XQ6eBx&9j?!sI!-7L7N2D_{IWO_zwC@IF}XdqzFNIT^pmCN(goA?F?|rKc%VT4 zB2({(oYClTAg?1Bj9y3>L5hB5o`hl^{lF469_W&g-^YgPKyLKj&A&*$krX_&7KPIJ z2x1t7tcYBTmcGvd$l5&fux4CfH|Gm@ePd%(?xvZ{M4y#Z`7Wq$T{;m5UB5-E|d?nll+ zWN;l-zgrAHj^&g;;4{$SM!l!=Nb414@DaH(SAg-Xy-W84(5BrvkK1GU$2iupd;Z4) zU*Ej{(VQT#3^uZ>`n2}tZ&r-#c65^*BTmJ-Vm?I=Dy<;pDacwF&kJ~eDWDUI&|=0{ zmRE`4uTRaIOXUh38{3}`2|0lvb~@LTEo*Lu>93f7R)^ORj5vlS7TOuhlN1kv6VNmN zWh8ZPJ6h%9>r16P2xX32DP`5x2G?4WT;2N)+5mO7RLJ7uX?I6CTezGt!CQ7$Gj8KMIm?_sUwE*L4O zq)(?LK5k!cf7df$BUsL@%D&Zc$z5-ahR>M*{Fbd_p*9}#K@GRtLU%W7MghjZQXqMC zLc=S5rN%GJG{K>O3K=$@ydshv|3_PV0!w!_Oa9vzOaa%?`vY~#)=Kh?9Z#~inC_t- z9ro3c0#&36Efq2TZVw(j%e$HQcD}oJeX?z8LCyLF63g^myq>KN+le(i?7O+ou zwWh0Y(r$pP@lva=ju==>=7W?*=G)}BV%N+qfc8qba>+^Ipl0cLkMniljxUvxgwjFt z!e5{M-v3XMW57)@sq28OYS#tM-0?pS{-v&hfA^ZPe`S$>UF?6!7x)-G267nVvo}cv zf2HJ_od5O*NMt|QiBfp+nD^TLT&?rkar^5(5u0e}XVfU(4-40_|6f*fbv#!)C_x8g zJ@D6;-kJVW!oTPOgd2Hd*q;5}YJOYr-RD56Ris{Llj&~>`1KON9|j2D+`bX^PcuZ6 zspvquCnqi>`I;~O3E|FH>7H}4@4MF?*gdZHQwU# z`qys%-MV}}UFEq_^;nzJ5NVbgncvEe}2akN^u87P`O@TKMd#ZI5C*66nj&6EK1|5#D9S3)*XFHd43y}V>R0_jYH1�Fkd7>vERygZR5 zn`m|E^9^1ci!nl9UF3|=QuTz5^P@AU0m?BLxjg=NhXAxU6lm6s3S1mNoNT-liaadQ ztFPtg*}mLqIU0|6x}uTHQxS4do##kve5hG%TMA+|^(u8{WM?kylxv%?y}Lb?=^#$x zHS=<^)FCc2D`RXaPXC?NL^;FHQCAIPEK(lNF+EQ+OILk!!RXwz8Pry}wJxvvvi0s1 zrV6(Y1JTa@v^OeO*BhbAaW?f-73VYAwd4I?w2jZ=1FnV7&Z9X7qWO_ZR78GMwZCBj zklGfRhL5|J*0`qEgkWMZj*tnay>AQiTGSofG(Er@-c2c!KGB2HY!;rz4Utaz!q(9WZJdfK!_Sx{gYrGhd2U0l|_=lge|E?h6 zV?81KIGJokBTxx9d1Jj7~x~l^xG4I@^PA37_{H^`yKOFj2kAZY#yV@ z;g1(stjIZ^Bh|GhD+}e_o-k`yl&I;MKgwxMbncZTv+_~WeutNt{87np- z+l4TJNh9|cCN)-3S+a$NaoiTeIjNaonzeSh7omV=G?}b%$TlYLvX4p_9iH_tbyY}| z8gH}6t1cAVHyJH4xFx+iXvK#9MRTqdoQoxS z4@n%yd@j0I!8uc&Xwx`LUcFrufyg$C`gR$V-(0kQOJ!~I;Hk{7!QYiT_P@&?AbL6a zjYXl~mb)XCO#2clV%M5@>iC32gh?5YnJI~!vk8{31(OiMOyYb(X<*P=2(AW1fL|VM zV%~>3UA*xc~`~ZyFVZODR?hSw7?A-(?P; zH~0cG5t4P^yf1}O9U+F6KbytKcN~TjILzMR3b1u2xV`MbhFuQDvS@n^a?B%UE2xS~ zQyprZ$o-@e}SAdASNo{Vav-Jy11^2H{^@; zOefs*+6$}VlJYh(f4rLnG{Xe%w%kz)81!@bh2UO9#nD3iX}<@D&6bFEy@@U+=AegU zhg;LhN&>jC1_S!$ruOb3>JF@-+DTO7j0MN7siwC&o~gR7KW#0h zsv`^a>N$+Sr^gH2zk4lk*6BO0 zHsS1zYeFutDJ)#=CzDO_Ex{_?B0#$Kr-^_+>ahvKRaCoZ?~%>~-iDfmnfq z5i0_h5rqYZjp2e8hI%A64(Fnv0GEki;?05jkoyPy$PU3X^^L(ALt_Ln>~A9n0_v1s zf;hm;Vnlk6cG9!%z3lEz>mmr3h3AQN_{9L|F^i7nx^oLfWR@-2Z^LXZCKdaWs#)AVk59EkllkT|9@S`90bKjdvaDjv1Lf4j! z-wQLXmbubx71@oo|ldraj$HYm?rrC|y7}z|_*SK7ff{n~X2W z^BDrKUdC*a8UPW@y>?jMd~m~YA(Tp#koKH;#*6XmW(AyPto%p-bGz_8$@a-MtIEbW zG$7RL=W~xWiemqJ3f)2k?EG=dwT-)>;+xIb{vIzUb{7e|+1N*`&W|4JRf>fO@Ef28 z7G~WYf@K{RJhtm!qvOz5)0t=TFB^lOZiL#|_!Ybv;6Q?o!2E}YlS6wp#E$(pNC0z) zw-Y7bj4R1-#TIGsg(lQ?S){r?`A0ACe&=XF!|{C*L4!0?)QQW+RIaFFmHnkx=g=Z( zx99SmxA*SIL$EYOSn$~}ym~ik(*|}n4oqqfKHN&zw{G0Pt{kPZf*oPPW-pdkXwU1v z+5C`f#`Qky*hbu)3+sG}KD&~E#mMo0RzE(+c03^K!Dm3+T zThAS+be=v{*puqQJaoSk&rF_^nnHD(H1vqO2QZfYtcu_>r{){-CGSfqC;D8;aH+WBIZ3w|JCJS=cjro%AK zVYbKnlviPz$BADQwj<)JKqK=Nzl;kpT{qi*U~h}{ZM@tpgkpQE!!vTTUkj8>Jo@wU5j z>MimIqv_(DJzf1cnhtxu@g}_oy%M1Gs< z_tJZVSFjuRQ1QkfykXDp0UOkzgC+5&*^JlTkp5)RbRFU}QG9&wIRy$sANBCiV)u(Y zKWM7^M=5wG0PEB^8_sjq$}3UvF|vW69GmYx5aI(_Fir5F665pHW53o9H_uzdBG*xa zzu7jQK`bWCva8oGF4H$^dz@}M`{DS<9J;yk{hA$6l>~wuI3e@Ju(KtK4jQ(D!YasSN$bg4VhuW&)el;$2LZDq&w3&Qd}2xl!JW z3w39T7y{+WgrKOIO2(pUYNNXhTLSO(>@Lpyo<3Mo2?q?4!>Vc8o^t6CbC(yG*Rn(w zgsOkAlRlT}haL9`U)^f5vTN3{5~HX$v8q#LUa}AXSRcJCXm~30rioL`YN9c^{1M6G zO|f&-(W~3A;XVBKr{KuQpTg`fTq{#?_dkL>)4ORL04=B0*Z>lt>_0_9#*aB^$Hl=h z;xOKh*UNm{L{2zjPtYd?K}0CCL3*H;Uc<9h_L$;pP& zu}l@*4ut-jGTm6JCCulJex^+3hMaodp%|jc1RtXw(Xq9!zzDuYF9-_`@h?P_y+N*l zvZg`fR-;3{A!YnIW*28|V50X)X0r|s;r?HA8H8Pylx=+FxFqh_iwm`5kn5q0#n!dXDw7$B7&-KR*Z+Z5+ zO)8h$xZx)j^)D?e-Fi&)%n>*nKT&yEW$${Y(XlQh?R`FB9tY{AC-Q;D**nV4&tMR8 z&f7m1jZr5-$so1HRcqr5-GPYW#$C0sEhnnta&>(#j!SM8Q^n-(nP7$@*!W5S=FH0F zg**yCJbivCaCV)_Q7A8JD4Ic(&E$n5Z+_KH3w)r|yS|h3Q?O6v1*yXt~;4^7*tZ!*g85pJB6pS=W z_rKqAA_+B-#eP0Cmp!O!p`hgZPU~e9rq%v(AqN~I+~s8b`%necbFNYwE@$u^>3Fns zl?oPeBKW%dvq0hSY2~AqwJ@je+_n! zbzNf4AvT`lJkFabt*=v&+i-ZL&E=H9&h0{Oa;~y&UqN6FTsdu8V+|f3F1VXC!YeyB zSk-`J=LOs!@*59rx@(S6+^#zxB4kaLf=3Mco%)kbQlr%@zr##m1?h$%_@qe={o@Te zS)fvAz0s1`m;w z+tSjCy@?$=W`ZQVr`P@5&-?soopa>;*7vi%kQ-auMZ+&9#b?2D(99CZG<+|d;C**2 z??m3*$2rfdJF^GrHRe`U>Y!DkUv@RGb&-mc>+_n6YQYycE-xc>_=cm3M`dtU4Z57_ zo!Vtabro8KIrI7%Ul=_3X*_6pedR}Y1P9C9H))y5A3&Y5U4emMBbItJ>Q*v3UdX>> z>uKC9H{SB6*{MrtD=SQ&ZAV#IbJiuAak8(z)3x60W`7-`DnEGsU=Vf$%mTsYC=N93 zG`zD%D|;*xPRYJXVg4IOHJi zF`n0&;9)y0RBd#k!a_5^Vfr89ozGn)Mq$yqA+Vp=09!3m_7s`bJ#Vd%moJX!ybnG8 z+VUuXX<;m&kHV)_b&0s+eKomauo?Hn!cRD~ojg1@04 zgou|6Y~s5{5yDW%-t{?(@!D}S4vuWj^TP?9I-fsNYv%X^$eFmwve+(@eLE2iS^iIH zE9ZXw?E=dK#93dgnUjn6SH>a@oEd&N0aGjGZa2*t-HmCsL2VOolkg$r+I9{wYUqP% z$9@vSgZK|7cuUR_{O4S$@xoWg}XLo3+T5CAEG8XOjHb3)ArXf+Q1zM zULEKn5%yR43~VFSh?7+V--SLa9#h8G6Gp8?6sz0S} z2D6w>$Rl9=HBf zabS?WH=&4-_MEuZe4KrtN-pZpinFx^e52yN#{&&Sx4~d+u&R6|Yv$nrRU0EPN3KwS zr*^~{XQbAWPZw+JG9ngZuCuJt5Z6GFq_<4R&s_GWJJsrs@DZUv3hi%3{GcO$;wTE? z3?;}4AFasS({W>(+@Z7?Q;i1|MeqM`BH6WcSSwV>4HkhgH|VB#*^5=)^l972#t@&G z-G!IFs@aV@pI!)rTY$_1|4LbTXqj-sHNDurqfvc} ziezccS&2d%K=C7@-iUC{-7v-SVp-x0c&qkljx59c-l*{B-pIPVsejsch`;;%^Y+YaQ)T`mb>U<(>u93+RIw(|RCD8TMvSrlNS%5ZSErm|Dd zgX?m4y)Vt(CM2wv46JHN^xi-WM~?eYCkgb)_L=aY;X}E$OR=ZkR$;aa$!|Btif&$n zGhK7t9gs(Z;`Fxskf#~XZL<> z=6%N-T@R|x)+DEWYz3%j*INo2%2cpX_fj=msx$>!Ri`s}{U#ug_$&5vq~&+Fti(5_ zQJzXQnSNZgfc@KN;CDs?1z7oR7L_!Wu>fOs(bBIw+4=9v9w=62Lo|-zA&Iok^Q`{# z;_;$orklraUrGxH=8spt6Yv6CS?KEj5HssmnM7nq#6Sr<)t(p_CRVvrpy9GGN1YV- zTg+LZc6Jk@#SdBad^Og?j~(DyA$QGz((u9YdUQK`71{Tk23+r10DG5c=3NatV2_?a zoShbAjlFYgAMyo;Q-20XmFq(^_@w?zf;y`^(9qOp>W^LUic@qDX@`JdqZXy{TCa2_ z_Zf68G40;0wK>N}linerxW?H{C$k&WzcDG#M>E*T@0Hxoej2nnqN2S)K0hyG+R5o$ zp}LOsK1Oxb{TmkRw%!7s)K}M>bC9s#anyupg!g@!RTeN&Vsn}A>{+GSzY@J1x%zU` z7g8z;g^Fq{)a|G3?e&w=*hx7J`*Pj5O09FLJ-u0DnE2eM;h!J1OPapz*)b|ktH$9{ zXmwMDUxO%04y*sWUA&YFOl3rv>t?xcY@T+E0w$-p9vz2CVYu?=$BG% z4E>x(@iBjIlv#SosbRqmA|`tr#C(WqISpxD%VUa5$E!n3!EQf0Zf2;*IuxYlN-t3K zz>AcTHffOW(BNLYc(-QnSZvunKe;0&O*tipU&RkN?|$8uZ=fsGlCD-XXx{8M-X1eX zG5Vh?w9W|>>Bn|Q%2qr$JBlq&*S6@jx8;i7wyw-jr}uGc-sZN)(QB%Yo*r&{YtL)B zoyY88CqZybrH-O;lbZsqzIJ!EBfKon-Zs+RUOw`o-AK(x11vqA2fvffYKoMLa>6f% zM6gCpVSYKJq*%t={Gd2RvE1O?t0GF-uBb)7W$Z1=G>uBG7G`!|X#4nn((WApa&U=p zffL-jaRRG3AFpA%EYa$mQ>uF+amr}hHj&?5>7Z9xkDI8RzIxJ?Qz&FuH6p+#vyj&l z#btb0A7~aLC>}n)Gu!;quwo5YiRoKRvZ(Jt)8742de3h{_f6zh9;6-;_$Qzrt!Q*C}Xku zE2ey`%E}e;2!jD~j}9^F4!sR^?>g^KFYv6e-5I^4qb5As;B#bTTn`UKWaJxhX#^KV z$P4I~UtWLZUO9g7+i5IMrRPafF?#!lN`kj8QK}C=^{2PcHNT+UVYK+iWtNaZQG1Nr zUUp_0o0xVNS;{B>p4C!VeUn@?@wdUJa?|EHapy_v&m9JhkEsOR*N6Dp@wkGvKfq(2 z_MSv$Syx}w1d~1_KuWi+vd9D8@!#zYnnvS#CF4oGk-SHqpK*#hkVn~9F4@$8pVG^F zzh#=q*LQ($gcunXFX@ym0%TO^6^}}m@vrwV{|W>6A({R(33$S%?}0MGhwD@K&^uKh zJ7d1!TdGlo_H(7l1jE!8VIy|^3I;+vG&1#>)HciwmY1*Rtc-1)BUS=PS$smuD(tli zSCRvEy*M@F*){zNjO4Oym4SDAo9%(VM(f<54*?{4SU|(bNk$LwtpaM?$#U7|GQb%)HbSh;u2ThLy;kB~;N^p}P6T`DbZlDr_MV!TFDO^R^!neVwb%;B?O5te9u04F{q{NJa9DX@>5*ReCr%cq z3F)uqSt+v_MLlldkSgt*HM(zK@C_t6Qs5c=B~KiW8$_p6Of4g^r+0>J-dS)-=;5Cq zF&_C|N%o$5FWP-b?FyYuO}~VId`^Y zHjEcOIw=+2neaP($PwF3Eq?5+TO4fwpyc-~`=!$rwlJ~gS03TLPW}pgc*8oxKs1F8 zK72g^5A{pmI_l)Nuq!{eg)(eN?0(Yt)+MGjf=XES{(PFmM&}e3x%H2CW~lEmBG0)P zF49#}wszW(3v9%bzfqECP%{d)Y%$rJBI;9sx5R+5ehQ z7Wy$c&P3IA{M@TEUvgZK%jO@ESxc`c>S~DcE;D0OMw?s?;jChXddWsfDhYNtx-WzY z%e+5cU9sIWt7+@}J6uoNTtJc3B+Y~M5`RP1I-u?anN+NwQ&Gu@IlRU6m;j>YmMEYh z;IK}-`WeY_KUzGwsHJ-jC|`$XgtX=}P2eB}n=kYX`l zyG_e8jcH3~7etEstMd8iLoq6THocap`sfa>ZBrko;dDsRmx4c|;hI!w`y}#>=X9r? zaMifQtEiQ{<7V8xBdT(6+C!F|*JhmpB4!rIgU_Jk$oj5JZ|gJ)`6Ba9zd{vfZ*iZz z=b5?n_;iG4&#a!1kGLJ+rA_+YRz_oQx2WRoFWk5saFd&gS?-xV-h^G$BVe50Y%TU< z>WeW>swR)Mk0GY;Nrf!1HvYa<7`ud1HeZh4V-a1~<1ijYqMs8-^B^%ni!ieq`>xD4 z#woOwjDOaCK3(U#!au!18B)~7^~ZPgg#jj-y}VuOQoZz~ zt0UKfa+yW{q&}+z5IGNG^NY`8i(_dZvH)84Um%8GTTWmVv|x1oA4d<1Q{jM8$e?MAr76o=;wlXBqB!4J-xb7}8&TB3EI3}7?Hn(`T~ zYY&;`C}D%YA~S5w{TStLCB$=&xmGi(+R16N-ehXX(F;?s<&dsp?EFsmTszq&oy)|l zv(a4hKsOq5=ahsc`&xyOk>>~hn2wWr{~k;49(7^PZAGnpm&v4`AEUBe1183;Mhd58 zKNe)P5_f3KvhB>1emXA54@-d?$It721m>Kb^s;lR%1j5A)rAl}@E1~zom=~Bb`?6C ztR|yYIT`p4F?(dz`J$0_d~K*k%CT9KLoj(oScB+(N=Mu<;H1M*R2zBB&&xxXBE!V{ z`-}y6q4hTK5lhbkbq?7t&7rf4;m%Ag9O*ef+Q4pR+4Je1n1g4lCF8-BehHl4%f`*) z+C7^+wwcU~ttijdmNdFf5~83(xt=m|wrz}X@ft><&(LRj-;DBC0_;jp@`!Gh9!4_m`3 z?lLr8_i^F9aA)Pcx1I;@O1_Sp*b&L3!uv*gTrZ1gDgR10V_v??r6JAu9=M;3U*RXz zd_!Fq%P*$l3@1%(eoL+{HLmY3Xt_0n^-Oyn?pFv363ptsXkZz+HY}!{gZ+?dZ51}7 z#bV+g20ALPS#DMi8S;A;zoKjM5bDdPy63(zLI<-?Xn#!88sm4WAK&^p@u}h{)m36w ze&OiR4?e9&32Sw)j>|LCC&-{aR4b}&LmMJDE7HHib#%jw#y9QZgG(=MLD_leKtMN~ zxkz;bG>_#Hj;zF;&)b-fX6fgWP7T17ifvwqMkTwvjqiKHq0BkLZO_E7@Y>5cr=qN7 z)&yQa;45OtOX;?;+@xV1UyZB1d>iVvdYjolkRf_u&7QcUkrs=6uHvXiW&pV)*OJ=! zufIPt>0+@>%Wocf8-xgk=Tk^%1jW?%gtBSJHkYlORkc-n) z%Va&lC+X5C9m&4D?RQPFmRhGY;`AW)-t&UM@eMsp+-eDp`0@NwGwviP&4y=)>en9$ z(@ppA%}@vVl;fFN`@}q(T&R9PzIi}N7RplNNH4SL=N+(l47vUMq{Qap)HVExAfwq3 zRj)E~X5q{`5qSyZ#XH<~ zP=*S5^Nzc#%Qyf5tTz5ZOwVK1$z=rL4QDaQhGAk6nRxZB4*G76-1T@azFwFJ>}c{Y zqgH=@q{vufx>CY79i+EScT0~ObQBrRB3zFnZH~Y2dmVS3d&6@CU95p=u`MAWIo&ps zE#mBq$V&pKsA}-p`sHb$PfYrDpb6WW_O&nE&yhYpHH6en;5B1b4HO8YZ_C9``T{SwJ!%zG#>>fP9QDM8mO`EoXo_t0dHiL zd2U`o$kLDtVhig-Pj1Ogpb0=MWNF>&P!-UOC);i&Y@2(s9rG(n^3vysyewkI%9Ly6 z4BLF7V_)F{%CLE+i@gr`B#3L<)_5A9E#KH5u!NX((cQ7Io0!TXo%~?Xu?iyw%Ziv{ zIXQ5MMBF;ZL6EgiExHY1?K>k_8-w$q+v_}Y^}my=2k_pItogpH87^g2#&7Tv8}y%{ zkw!7-)0hZ`-v_F&^Mf892Y~o)LB3&>H{Otrb6M9wc=xLK*X`deC9kMMMtd}SIsABl zL6gg@**&NNd;0wb7t7rIxI(Wu0GdB%UvzbU>AO%+E|8rcOf`rLl@)C%*IE=a^?dax zcabbR>9o0Rh;ME>c#jm;>(;kAk;I@xSsuT2kOpCxpZ9Z!KQwtjoEjBz?tNu4-SfQ~ zzeA61A7$BJb00f$?#x$^sw6wPGWu%ms%DD`=?*?sRAUWvZr)z~Sk5x5Uxa~`cGEE= zmyF0R{Q|&M{~(5At=EA#s6H1JsgSSs?`EzX-zz%%Ym`A=p2p6Fi!Pi~UF z@Nt>)o0;{JbDAq_EJKEEryJ~?hbK*H2ZFNUw}cPk_YEfX+Nw-T=H08#ZMYm#7X)Ou zp(zGdteVtZrgvn{2?h>Z_Rc;Itwh7qX)G1{SXf8x}pAs8lnAKi<7Nts+~JE<(XukyBz*rFFTekl6znZS$wL z9duU8SoOG?URY*awAKV`NH|U6M#c@!|0;M5rQ4mvC-!8}8A3;By6a4(J*PvC*k7I( z+?}%i!v-DDNc|$V#(<{I`Ek4V!eOv*1RbRbn_s$=drG9Yqc5$8mTeqRfctc(FBLUg z)N_$buRN9Z+@cGNXL}Yw4b5psZV;(hu2dU2Wgo8eTDs-i(E6u|p$w)C22?&d;!Bz!V3;8rkmq78Bs zjW+mvtETF^PE`phUSIQ;1Krg6CS@z#B^~{A09F-nfUIc7%Ri<2Jl1i{<9aJ-C^yl> zt<4?pz|8g*&_WvG8`>3X&J&4^gF+IfEWJVeq9a5c!tyUl*}Bnbnl7WWNSX0RF>fk6 zpHS1y87J?x_Jty0yXZHIu%Q#$+XL9zY0Jl7vPSFf9GN4c5ApGNbb>%1n16*$&1X#| zUEXHTCQZ{0o?nD#8~6i6oTfGftX~%ApN)!Q#UVqBJfdyVT7MIbj$RrugS&Yi^_teit8ElsL<$B)L zW4`qhg;HZ%d_7QF{UDbL|C;bqM#*APsa5P_d#;zPxb=TATV2x)8#eHbc;6jiXx8Ma zDEKmuWTL-B{m4a1@1tAZyWL#i`N}RGvbv7yC3?ReA-rraR$%%oH}Gt^5f$k-jaxnnNXQB&a(q z`aDrDHt#GvMMSS#K=>9p9Y_1HMD7JOiG*812i-6;(kuL>Vs+G59iigIe8iB&nA#ag zJ&}}%taXy5@qUQohHOjl+3+rZ!I1b+y~UB#olE> zzZUvSd6WpEV;L{T33Gxs*!CyxT;cgXbp$eFF^o+&S|MaP>)cErpW?3? zdUV=~Cbv9W?Puci1*L-fgdd2Xhv7>HXf8X**$}1q zN>P+rS-1wtuD0;^++K`rBE;t&1z0}h-=j+LgG|uI9#4j-RY~~xPW!of^C;yfyIZ_A zc@Y=sl=N6ttW?8{96B`23CSBJQ;C9xc4gCbHN;k7y_6%~aI{}Farz!aw$Xjs;+_(= zT-y1nRqA`xa8;{#tH=-EZ+$QM>>(pe4K+R0Wp)Ecs_39hP-PKKTFvgKL}jhAPZmf- zo9LzZG$;4ux~v1g^touW<<3^M)(B;n6ji4-+guy8;p!v=QjLXpNyb$*0buKXbnWwL zfeje5TRh8}2oQ#=24?gyWD}vZ{h~HT=NF~yS&Q#%W##I>db7hGc0oV+Yqo3Nuxx>H z0pGmDqm}OzuVmHzhrq}6h|B1lgRC9drjUpRIwk$}3f_6emAbe^S%EZ_EA$j*KBR|? z4P&pI6@?}69Wc*ekvuIweMZKyA)-f3D*wx_l|)nD7ah^s8xYU!_^jn*GiWWn%$m~8 z!c7=6?sI&JjA-}HuGHEc`&65t2<4Xb8C8E}tv9-|b*Vk>i2 zdIsxSjNYF>?a$<29F3!TJ3c+_JNF{lpIK=pTOs@%M{5D|B{A=P=?pc`Dx|9~r*bv; zUgj^r44X@UHeF2t8Qwypa3he>QnL+O_IdPaG$Y>bvy8wn(w(V=R1stV$Au zy1pmj-}2<7$mwz{lz}ei4n43FAYD`lbd}O_Tub&~deY=FoUkiF&bf>-f>+*9b~;`L zAO$y<(J7wjnzCAZi3toKU72q2E@7PVsKB4y@o}P}U@j2bQel zUpwB24>8}7_3=u|g!TyBK|mmU!f_*8KGu_N_b*56$&pAM6TcvT(`Wxb!Em}l6jX`% z`MKWfImd~~_e%a$%Jomkj$@%3jD=wg_%L!aJj#>H>W%3NtP8**UK-)rU_R+jt`%iQ zskBDx*p?re&1w7Bv&9W<5DNL;F8iXDGv^~F^0#QRNLF^ATUV0pE{d);r*B0w!tISEN$m!s*KlCus46D${uL5$XdPi$`MqWVr35z zMp9p5_G;}=Da#ljb^4%-b;oyRy(w!3F-N|X{W~nZ2@3V=u$fkA6IQN~)045& z%w2hym#_MQ{{gIn#oF#iZ50x0xf0|6^?}FF^Qv1n2cS)d4#Fq4nLH5|Jc8js2{MB| z{n_^1g3{jYY-w`225Dddclk+o2igKWnLQ;nzP>TT_C02Gsj&zo zfY*ItCdm}Dz1ZhAn-Iqp`DI2=&O*B_zil3v~Y~2$*$eo z`u*T_8druienx0@f%K2u5bbxau(E*A^Hj`PCwzAa5+b`fTCGTX*f^yVZt!Zj_d6GP z*Z{^$TT+qG=*E(70N4$6^cQ~BXbg|?5f zAFur<(BKElhxu4VDh-q2p`n+4QFZz#v+a*nT+LRq;89A$Pvl&%osoZeCbKE+TJA|8 zBk1#4+&Qckqv%*`Gob~^{q<7-_QW~a=JIU-&CtNNTH?G}E1gWGj1`56?)fM$a0vp! zs3bK^cmVeZCPns;GUX?dGt|^qUdJVvvIx_ejK16Eaa|3@H7dHcO6}~C$G`RU-nTY* zaXwkB7akkoj*K#+&X*@sgBt4}sXpYtUHpu)rxM)!>a%~csH_;+d& zFJ&aY=p8^>!}ztbt71}UP3wH~Y-HAMh@85uPYwE{PXaCxDe1#M1?=CAccS&?OZ7SU zW6k2e=2utC@UXfR!SG3I z^`YA5jb0tB1QnWHy%tG_Zyl+g=}t{5*`|bYNZ0fsj!&=*)qv{Cp37UZp1E!6iL;(V z2(tP&11@y4ytP;KZXF{E&RCOz!-*Ja!03H#5Z1&;6h3)jE8X!Ncy^V$)#_p}(j z8?YTAIu%kiv?=cJ6Y@nH*!5vMd^fjw%vQAwXT^!wZNQ`Bd!Jj>vRDt2mv8@Ww*FaJ zE|#SdZJ0tHz3uE$t`$x+gv3-*SUJc+jh#zc~R& z=_eZYoF~7((GmK?qJQU?)S|pts7(q$40?!NT^TUKG^8FPdzwQxtHN*yZ#^S8 zq96@(zSCrUD&%~`sma{(%(8ex;cU|raYH-Jw&&Sf!;0Diils*?iJ@_Is3;DbaTE7O zNW{szBGlD8BFAZ@=JQhtL`6FYPpmM~OlE=;iQwSF#S>571;%Z1?gKkOTOpw#?P-0x z^zriwj@i(^`pyd%_o!ZszAfwKeKRbFt?X2Xb=%lr%U%z>GigCDxwgEnJR2J}FneuP zryI3d0`dMi+=kyhjHiE5mpaKAcQBS)|8ndeRen?x)}wibGO%W!sF`A0ZXwimC;z6zfL3n z-kSr(?e{>}Bz{urd>(#5otQ*Lx5vqj1NDmJyrZu*s$C>-8JV)ghe^4;h2g@;p&~a% zckQbJ)L{LN^>f#_-++_$zS59NcLinH9nS(3&eA5^V%jW}X3zW*`8F2<>w}L>r*;bZ z5~i_c{UtdCQ0K|26F#E;Y->mc=Mp)K1j&(C6Lz0tZAqMqaHg9 zs~UO!=;n`@uRG)d#AE&k{yQaoqq`>vw(9i^+wG!)jQV;E3~aft_4+y0tfYI@xB1;s4^fL3&G3vZ!nHJmNC2r>gTs*J1i2x;?e!a(0xSY!_e z3ctvE^iG>;`|fEoewxFDYem}(l&l+mkaFL+Rz-txAqwUDC3l@-tLEDGCo*m*nYgc5 znSbp|s&t+JK+%`+6jbb+DryAV9seH6eh}chTon;Mfmy-B#;fKERAgPNZ(WE!kZT$( z8TXPSg8KINw`(Xz+E&J$Q^kEuXL!~@@=t4nYVgOXBut>%+%`|W8AN%_$Jj9_2hB$&H5 z9Ex`I1Ti_C4|BmSAU?++4SJ0DrOT}=9OR_&?&-~?xvKKEeI2drruLl!z#Ns@UKT^j zJjC-8vSXh5WQdYgipD|4%@q$*m!AG-+hZC~7R_@|!&FWKD#=^T^8w~Of7opSroJbx ztiZiwDepDY$S`_1r2Oa^syL_F=Z_D-xQ3~vpTY}S0IOT)7y0=+?MgDHM8GA6UltXf zsLB)A%4b*f35z*s5wElvvK_cRAX2E}r=f1JSaY&F8o-4=t= z^gHex-mob4FN^<7#k1Axz%y~}UmW!XZJ~HeuefdYr)hnN>FRnqAQu~!S`)b7ZknfU z;@)~kPb;0!MY=;fpj==AuehO_K=hL?}q&)wl6R7r}sqsf{z7*PIi zA8!8iPc*gs^S(EX`P5H`Bu{iho7SJeORsjeX~>WRY*4?hSV^Rc%bv+mT~Q1)AO-_mql}CN*%v*Pe4KZgX30Rj$voxFlGV|-+wcaPEV%Raj+hcd! za{2msMYwIRWdSHlA$-+5uZ7!LeOy=Fq9(C=;C4PYFA6ZivOmvk*VunXZ#a1C`12;_ zY)9js#lU)<-gSiV_F2L*TkUh?(IZy&53@~q1b6or`4o|AJy6H`jnk92w}L)@e2l~L zhUs|YZUTlT{|%uhi;MK%Zs%477atvNMs#)GKWdb*8{xp%@|x+xjLUd(KB-bG2`ivN1H z$ih|8+19ZRkmBCns6UM!H#f56gS2+@fg`O+Wog*fjy9w^zo$FC-=*Y8V-35cOzp9BqBZX1t@Dpw@89 zvDmoD^?+jQliNQ5tA7iBNB@^mMT)t|mRIQ_4;YUcp+c(V+Z3ynWr9(XQyKkFaqZ`i zhly|LVIDjC@<>dXE=; zH0VM0t4x4m-FYfh)Fzl>I5Jfni~CH?z;!Z2#yexk)@P2DVBZrJ#)-$mv-?3dW^Zwn3o+QW^4~1q3z2V^q zPEY&3BLV(5|06Ei@9{pHgx&n)#TLO==|*PUxx<%vMmKnL%~S-abxZVNA>5mFC-1h+ z(H{mThFdmrAr#qm%0fn%K(`F&4wty+&P60?Y7wReMs6KYOk2dlX<&CH`V1n!i<{;; z;Ay?7{O2S#JlbzJJi$GM^W-Uww&kTUeP(J7t|A*wvaJ4rtljhu?E0Zy;~vjpyez=0 zOI?--k>k7jpZMS}GZ%ZQa}*fdWr6|!A~M8}(P}WPwLe+H*<2~Pyt4*q)ERQ+v4Yn0 z0)>=OW4@#94L5)wSx_+yj?-I(V$KbDk7@_{lDDQ>n+N>3;;$Jm`8U!v4f>UetjE_K zZB5SZv=Tgwu{_t=ymSnU0?NK7KGpGfP+Rz{u($D*;~%4V`dJoo%12Bn^cM0e$Mke4 zV4D2QT=Mb_Ydo%r6T{~6-zQK*a*;W_0`1k*uC?za>>h!l!^Jy1|LQA~E}D{zv?g6@GC%%`S;_wqr1!Kw~t(8LfWu{rf-9w%t|@T<3@#rm%9qrT@7z0>E*?HAi`b$ zOX02gD#FtGpWYHQSbBr_ZhG=uh2!@@eW=u zDO7v(`N+L^tQBf7oLGLd4*JfT_IU59S^O1s$uRGM&y1)T0S{RDD1 z3$-Xt74G{BE21*oYXR010%*Y}#v}O$9Pvq?$3IsiDx=5mBUN6Td|)wqA``*Po1{zu z=BG$ExGIf1mBv3EL_d&8Ed%8Gx=y4vDDE?~K6|HLgaLN)m1fE50lvGfE$JXm>F`1!Mfn5c%Ta&~=T14&LY-A(Lf7z)>lStVqs^+m$5$aK5?a=Rrp-P5)je}a z1fToc58P?&edE6?1%68PD~@qd50HC-8bykJIzM z2cbMs2uV_Yr#+1KKi(;RMLB_iS}A#XL4ZxcibYKa>s>gKiGc(Lxvu^uO!q)Pk4I+h z;QqOeB?d!2qq5W99jprN_jpto%PvAFz#A4!dYJFR*MOqB%%A(j_Xs+&F;dRqWMFi} zETA8}CASgy;>kdzG+$2tRbh$jk@;Hk*#=K{yX538FY@|t3jxFI?RWyA(t_uhE)t(5 zn0z|UA?-1Fd^uKT9&Z6r`1n&N7{B*xe7^*3GS}0C{|lXL@PCQ-{vM~LSd_3-`;04B zC!H7(ap;A3Jm`q^I;nW0BU6Si=-WP$n5*KR;{vQtl7ba)7YujJ&aj)Dx2rn?Ev18| zM|+s_Y%d-%Xt1HIyFM7rb%du`^ zZ*Gpm^monU@kA%aCasRBi|I>ZYIb(D<~4NMl!Hdw#TKdaSb-+ccqUTcq}aj8fnDZ< zpV}VbpMZA2?Yd={wE@k1D~(XocI+E-#HSeh%Gf(SulE`-VAycyw;dMqNP$e32<`0! zxI4{s7$jOBJF>1o=d@}1o0!XV2AYcfn)xY80pBr99YJr_>f!TibRm~?8I0bf_3o!tvt9c{ z3sk_tm!5G=aC5({quXX{{=`OMIxUdNEB?>vGsdD@2z_gLm|k$cBm)`z3OM~QUDSI# zuUNt<+<1Jk8M|Zb7*`Ng@>z}RAzj^|!J8CL$VBK@P~kH<(>XQD{D0-;K(VCR(F-X4 zEH@<_stA~K-qL=q(@r`2oqF6fv}5l4UA~PaaYD+cqKKPWbV&3?iZa9RwxcnoJ|OUQ z)OXWiK++~y@2+vZQ~mgy*Dy~ne#$)~UY$ZzOHPA@QE;fYU(5`9?3@D;SMxLbc-Gj~ zb&&SO$FyXY#XBUx21#s2otfOM!a5vXt}q0h)H8M*K)MnyEr#Ep?@P(BMBS>uV zH28dG4qwFqINa!0p8t(X8Ggn6KRESe-&NZ(BwpmJ5dGy|hv7OkrINB>Cacjnyzf^U zebTnG@Fdvm&P|aSpi7&mWsPyohp<)&$Je~L+(S&$Sj1`fuqr)3gA(6tF7B( zK%)zryvV&bCR7{U;#56_Exkao;RwVr;>US1YER7GE3k$zU8o&HUyk~2i421|SdnDB z_nR}0KE9-l2qTcB>RCa)A8AhqF||XxT?e6)KroD#gEUf6e zaMOndzMHYVXqhFfloZznkYS zYq8AH9!_mf(mW*aiqc%)<`$WN(Q2%_qkPRoaV*`8BO|6@Mn2=gtJIeXCWk8ffT1RX6 zPwpTc4lZL|<1vdat_}sIsUV*4(G_e*(=k&Ho+gEO9q^ zmaVdio=|1b0;CnN%F*4@)Xxw=-ChWErrE-sdyP^$B}`lqR{5He@LusMSEW=&mun`? zLE-N)$qX}Dqhyc1KjWuzcKNM)-LHfxCA+)5@f23U)427K&C_L!5~>W^u3=Ya@7a>} zg9>y{T%yzt`Ce4!pAP`QoDtxPOrOjtVc6Hh0h0Wj)_GR=Gd?L;lZJX;!Rb3^SH?R{ zBC4gW65D}v!?shoVYAzOMq*!2drO>;->pB^5kKb65O@D#<8r+CjS%t)LdA2y??Cf! ztB?!+FR0>#6iR;6+mmHX4})2*(C3BIH*2^!J7XWUw(ZW#CTx-?rg5s(5|}iA`@~$C z)P3;_g?HRK-7LRKuWVHBWVrl?us-`OZaXi*=6C9LCx}0Ba-y2Xb_JeK)9bdEnFq*K zxi68@iZ!(J?^+e>6fxvo5bhi6tfrj9=Cv}_WOrl)YGp(nYU@p(TqqIAIG;UfH z5U=s+mZEnw%TFF-mQSpe%ek+vk}A(&X$-R+_pkX~xD@B-yV`QffA;&=BL)a`n}hlG zeTq_T(5nE>Z}(qF3jAjCiBs|X8T{}xb3}zK3;119^%_@9oAE>R!fnN8AeApmzHQGx zEp?BYj8&+#_N#s`zl|f(L*U!DH4tUw2)k{Jk8wMDgMZ&|rSt)Vmneo8=OAEV6u?Qk|x|Q+B92F^6h#3tM`;9X&M(>!bFd~pgvlH zHW%Nv$)t)jI^+ryOzmBwy@Y5l16fZG1}e8=kAZ@zY}WBe??z5gW+F>$eyPmd0cdp+L};3DVGgnHA^ zlk{Cm0iW_FzrA2b&h$2*8m%7)^%`{;geH6~2^T03h}MH}3itQwPJTW-SOWe1NN7#W z{O!dZ=jFnb;`MB5GJbCUqhI&7S7Q!_6^g62y#8ymtmQ1F4(Myur(_u3(?;;~aTMU^ z&r^n%#Y*i|x(pWku2$uR^YITo7oGWlvZ_+&n|+igdh^EO+CY}f<5WGhGDpYdrIoU( zJ*!U_dPMr;B#hW_F=pFoFq{6Z8ZB(R<3_4AzhUr0A~LToK=caid{0rgE>*5S zMnZ>WS0uImYIO=`oHby(Ybe2*OwA zl6echSnDaLwsj+A4UJWYh67!1v0>~{^iA&*nl^WdH@^l|#3n;e_c0>vX+K+VZPR=Y z0#!_1uZ^jh_y`G(_}1mQ!OxE-au^4c;pY#MucGyIW8#pP>FDNfEV>@wHhCQ*Brihq zrg>!VUQe3krI?6+_CXqbcOLbmUo!f&#|@Cm&p%G4MkhbK${%ChM|@s;_sky{e(&Vv zsv2Q9D5ExG`>N8f55wFnQ9m&~LCG#|Rr5?XUebzXLS-9bZ_F%~aZN3+lM`B6MljV! zoBAc_qLSmIS7Vdon4Y}r--OR(BefAaeSHEWSUWxmAwxf>rHE%Yu071VMM?P^!8uNV zK!vuJ=6?^SoRJl%6QRD#3(m!U4=&e?q|}l}6Na72P9p63fO*u${-tBJ8P^oQd}Jmv znJ$3RMJX29zS*euRa9gN4i5hG(fNT*tj17?$m(>_K1Xj7O$6(`zZ2(wCe)KRRMsD1 zRz;Q()c<}{oKAP7?sh`Nm2{t#{bkF4NHy*mSm8ZtUcsMwa?tBGxrldjMGmN?M2;sddvB3}X4!=+S+NO+9B}&gZzW4t7h>15od|1!T zm;>z-_U89PoI=`P;!laZh@2G~RAb_lXaX{E{HnKOT!(?Tth-CHxwo}I#@F#RJl-R| z^PM1Su*&Z8Z`ffa*YF&f2GDwvz`oi$;zvH#KdgBi#?6e3txS^BUU`-yu$@HPJho*>Z&QrYXGk5in`3IFpk0Iz3^PKjFjq_Qp&Pf!iu;n89L z&-%WJ@v+BvDz)bZExXx|NvTP2MX>yL`36>OAKKfHDX?sJgw~7yUDf|P9=G^4H9w~G zeRwuldZz71U(fQNuE)N=^ z4LZ7(LBmIk90C9C8?vNjqBq=P3A2-46YSa5e~ zSOjU@JwSrHLvV``2!uu&ch}%RZyW+NZr{vWd!MuKIqUAb@Bfcq^XaB-jxnm< zdh4yKzdmz`1^w3NxrX2HKYpjW)H5F1w*|PEtABaEhYG@IKGMnV4dDA9{`$l}4{>YO z6UX@ICh6RNJ=Xtn!vFq~LlN`QFK$H-kq>zPZ4CbYU;pJ%4#D5A5i zRPNAM4Dzta2Ov;>9tun;q$aKi&RQ-~q!^1_&CSoQG8wlwtaS|hJS1=zCr$Z-_U(~| zDw%JYFLZCgKP*B2V?=Vo%!8Ra{)nTuMpYi}ib0V-TS7U?S~#mY>VBJ(x-*Cu!GG|T z6avK6U2ygm5Hby?RI2e>()#PIt)nC{}1o*53~GFDD{s;i5o>HBRu48pDS`tj`c5y=KlU<%_NUVGt(2cC#kkW>C%iqT9a!pJ)|uZs2DD z0T9qL6QX}aNdJEC(CejD6l%x3-`?8F#sLG_qr!ZftY8@>HA~rN9nv4i!pOo2RLG0{ z$JXmM^Bmz2p5Je`N-W+w^cJ&B(+pzJ`38!IhbMQQPiMFq@+5^t4|KP!S!LF2H3YGNDFuTd#jn;w(Yw_ON zfC-LiAwJv3$sZ=0%bXouQiXQbJC!+5yWg{z3K0l~Gr@qf&rnZtnwD(jdwtSzxehbhs3dM1b!C zZ~d5D;Q57q{=H>W(-ZAi=`lj*T7LYrSDFtkUL|zjDvk@3Q9aZlTNyX_^Us-i&LXn+Gs zlAWZ27_om2d6;|QqW*%K?K3dYe9KjpESW__k~rpswvD(Wdn2zT9fmn<;4#5;B>#zb zI~C)sUrt`dw^vw8Ru%lN!q||>(~A@oLCTut{Vb5U9FI)h*Mu9?;#%1H>7GAikmQL( z{P7qg7ncU+V)vVkp))7Gbo7Ekhb+xL5+`vr9OBsM!ZZk$`{xkc+}(abrhx2o1f!=C8nWeIB=D#^kpx0XOaxvuV`~!NR5DuW90LxPx+vDiKu|c1^`4%Zo8%*{&rSTA1c1 zCwN~Y2tcZs4@SXk`uxnvHSKMBdSj;+&ku$k4LWOfwmA?tLT3eay65M=Jij=PA8H}8 z>Ny0bt>v?R(0?dU1)$a>ud_6l|G*-&ni789W%VYY%AL#1)o2aGn0ouJR$az|fpS$m zh7f<{t1T@VxOKG{hvlny!mF$B(XEw=CuCF#Jy=dj%QEHLm3c)X6G@yK^@Un0KDJLT zE-zI`K?J-`<`CUd0*iL6jV^m|?b6o1eXKk>E3I(wuLFX>x$lOhj_pk*G}_w5>Y*IHvq>j*`LJ**y` zENzLgeMz`RV?tA(R?Z4ria_M%zHXTwO|3q~hc6NF5AM1&wrzxn{7I#iZG08S>0Sw zaKD=Bt3o*sDVH8LEK^zeklbT{CBQC>85Q&%DlhT`KU@>dSc{sJAt2z7;gu=xT66g& zWxrsBpL4kC{5o)k#oQsAMVr_{J@QCjzG7n}2}K)2m;15L3x-T87RFaw2zj0$EFAxb zWN=vd2FmF!t7y#GU3PVsN6j2Id2(@jqv4zbFDRt29Qm$W>1ddsSB(h%gbx;kc@re1 zp$`&rGl-4=;Dm!i+|wYO<>03kz7Tf0S?ES#D~&cj31P4==wqzlTb-alAKX>=sC6-= zAL^6T`X#950t`hg6l3C zQ^WJcS&arOO>7Da9kkFydafI)ESJIf2CMhj@y{dob^+XVKkzdQJ$B{IcgCc?_APxg z#rtOcO6f)KD>Pf zo}ZVTtv<-;?PbcmE!9bp+}dK?{`?@5flZ8b4OO&v-IiHg{6$FcOI8+nj8HT1ca6p* zn{CZoGpCa?J;R_|BYI^vbC$ATXuZC9t#$k81;qTOmd(jgvWk2FfFZf z6k?IowQwa4Mf%--n;+EfuB@(B)Ap#j{I=WP)sV#(%PzqtiH23ph!GXI=Inw1B4q{-XNN6-mBL?cf$Vg^! zB+#xnU1$AyIgGzKDOn}~qtn&JQBlY8Q||(I^!s-&V*6Bz4O8-aUt@yKT@2x5YlCgV zYBTcamTTVX%7Z#9?bF6S7Z#Nyz1d;TBtw}G*vj0JD)6M7mJ~=3ll2-{G+1n~6|UFt zSF)YdiseJH@%dvN>jucekgf?iczRc#O|3$lzyM4>%M*-CE5S92{!_fyX~NMs)IWfo zH7>CrC~-|tH#Zu@yynKoSEa@ex@T1!(;_3%BLTjD-QNs6wQ{`)Fg{uvy?cl^`fy&vXdP}MGlFI;!8E=s8#;3o zYY%z=vQ(880%bYUXM{>HyrF6}n@-T15sWJmH&cT5Lj!knt3oPc-SirU=w>5L54SdM z<-e)XM@VqV!J_=+9OL_NpIY16YA)XNo!wRYZLrgA)26+Mb7*guWHa9-6RIZZKTsu$ zw%#VslMg!jL-Q%_-MJGoT?)rM|Hx90By~J1o;G{3z?wY&!~Kej| z7}o;JN)m`a_NSgML;$6|72nb*?tQjS zp5pG}lD>F@d>S1aYa5p{Z)ItjHI^HC5&Y1l~`nhU6$g{!WtT*~B|Bgzo?Jh>5%F_?b++ssVX_@rah4IPxwbz)&58$Fm-Tn0V2Tp;vo zF&aHwl~JI3@x@P>YHJ(+58k%7hG{KO2n{C$;FcjJzDCkX~ zhkG8fE*`~jcf44Pea^_jlO&if7to!bdDp?XyL% z@JA1cFqwWzm8fvo9i=k}GDenHaBmebPmR@AF$+42y7oW*WwIA#I~94u#LAkvC+t3^ zJ?lPN^6DzTK1VD24_;tU2CoH-q*%8CUNT)7II0%KVlFqzzSCW{SyMP)GsT%x?El<; zuZaNVTZF7^7xvi81XMAHthsxvqLOf`$x2wl6b3#j(zrq2p)O^zM7OQY2rZ{VvD-w3 zie^yY7E9uX+}|+_txpKQhOzY_SkiuOa)f5W#e>eE^F7(I^wSGahZ6-cz({B-c zCbBAN*cfmYVNua`v$m|4+PoG|Bm0Go4#YCJFkylj9Bc=)ZDO3NkCW)Sy!#iiY-YKe zVn$_f1Vh73xdgw{mE%(~s>FL$h6&^x_pKVTxo8=x%2&C4F_6obG*fzf|AKLuP`2s% zRSm}YuRCc)^js0qdBNK60&$iPEW9Ea_ra*lp#&P72B$3!ta|v#W4uxo%sNMoj~HOe zZc!zM0RvJ!qs5FMF+Bl&HFgV%qY*Q!a^A!+Am8H@SABTeByP#zIRY318*Ni4#I5@PlmB*WwcwZK8#qgN-Afx4SD?4@kT< zau~*#*(=R#>)ify(={EqegA_P`I9aQ%x8Nh@#68a1Q3Qf9Px1%OxI)fLgmT zlkLIJ-fVfZ@Ox+z-=le&vBiEHwp1iuh+xgK929phDG%?n=T%2TeA`|==>0}6g|GJp3dbfCVkE|AatV)&>Tyt_4^jiH&BjlHP0T;RjKPDzdGFIPpe2G_ zRh1i2y<5mN8}dkF0IXT!pw`R0_GZA?bMybI!d zcX+j!-QRy<&V3``%o2NPUux1ndRmlhf8d*T5D{H)HH%X^D$j10gN?sW?vx+lXFl&M zxIh3FDdK{{wwew^juhGK5F*qNQcBM-fz@-j{#u;B^H$F|B+&H)3kH=KIZbbaYEHw` z)g)i1ORQ~)B|SE*f7BE2vz8mvr^$Qdk$!?#tfBj=Yuc~Za_H8CsoR{Fmx@vb= zrdmns!uFe0M4U3IkZli~)MXUJo>GZ)PKVW7wO#XQTC=L)9;>Yd?8A0eOJCos?YX{(TJkIpIY7ewmn@)Q== z(;ak8A1W*qf4G<7KNQIP9ez8NrYZj!ej9rP_V!wPtxwc!p|+k&YLUSxw!h~qfNGK7 zFvxz+Bi1(lLZf3RKAV)b0j2B&#Ft3H+R z8;Io%{H7{CxYE$)&@HA1mdI8E@8zc#O31jdW;D8ew9wWijd|bz`^bzYs3+`E0>3@I z?(@n1K;U~OyofZ*sLTzsx2dI_dyJnEwJ4#i&zt5@x}=EiyR?&96GaW7C`Yf=!2OfWY|y zg{~M!tM&~oL#L{YHkYTT_wd5~uKc3L&&UBKK8$P25INe1e@xmbMiFWsBeNXI%A{vf zy@O7{0&;kGolnbqFMF8_F3_jk3Z%m~vwT*(>t%7f7=eY<*5`}XfaKii_%AM9n` z!@rDFkj*I$eMR@oJTEM6orOK8Z~Ew`;f>W=Kn!vce~^P$T+I)dG2oY$QynPO;Ppa` z4KD8;&wiCX08P=?Kdl2_8H%MCoEFF5w-?fU6y6-22&Sh*5O6--O$xg$mNIM`#7Kb%!XACr@Q+xK`~G~4O($dT_iG@hlB@c#=M@1v`!pEsRB z(@Q<}RU?rz4>kr;GtqGe9UT?<5kuuw$;)c`ghgq00W=PcL`18w=W}$QUiV!=)c2Pg zA2Z5~jjC;SQt*$gNZ~M2i-i{w87(=RxK&ylpy4}SeCi$2A}y||tqg0vb_TI_$Ms2Y zIgvE@6T39>tkF8cqy#3ys%rQJ*crzKYLBCuaE6~ zc>8``H(f8Ei4G1|`b-nvE8OfK!Fy%vEmaIy5}%Ebx?(lP-K z%XGL!^Q$zUaGt4s&6=G<9|bW=r^()vs|}k%82KtTctFx(CznUx65>{R9+Ln{lDO~R z|BxBiEkQ1QdursByfAW zCSb^|_tT{qFv%yFvK^kCQ1j#8{#q(xyL5)>ZE-MG(VNz*gr6n%X>*i>j+e9QKPyzZ6mJ;&S?qj+c2i=>#u1i&}eyt4}x761P?qq;6oR3Rrr=gIrj1m;LYx(bbos!WN4(&brj0@u5bAL zdyHc-(wWZ~g?6)^pJqJoFr0gM^FKWs(rxfxBL!n`#B;91*;?(SU8`Hj+S5@yA;-w6 z2aI3NB~|D7pZn7IT|o4(*Htos<^z&FSWkh=(0q-m->ntAUvL$e*UiM1jx=8_eD=oV zjfTqSac;KdXUR7pe03TS=9a#i8oKDwFa9mVeHmK+;jxNAFjiY2%Lor#c|17_QL)-0%PdzqLbJKKoIqtl#5&O^bw3bPjMmuV z&wMRZT)10OCw}yNEK5^+YFPNdPd1c`+mg*fXfz=c=(jwCnq26L+d3`s-Tma7b^??8 z)^vd+8O+hNeNsff<>yelZ|$`^0-CsuvK7&bV$qj(AsO?(IU+z2gKk~j-K>;VIYIY( zI8&=E(WGQ3rc~}$`u3QXazDv$!)#Vk<=7x3t&rdB-%O?V2=X|+s&hqSMRJ+@5j|otvGGS$BlqQ>g+)8fHg7zn`yrL@az7bNOJg=~ zifh$#{mNog;i#GPk-0tPYO;Bs*clQhwZim{r)D%HNNup3TQ=ly#K*@g&sO^aoTUkb z5XXXr(HPcN655mdsn43f2?Ygj50**okNA{S4-ZV-LqA8~5ySsnpeo_=lDzQ8~l-$pZ^|c3r2aH7US^ZDXqgLzpa7fl>LlsRn-YXr#(BB zjfH6)mD7m^-7*+tjw==Ws->bL>sI9^-A2H5^VzL%6Pd{O<>6`MMn=Z-&G1==oIT-F zQqVQfk~#@Zrq}n&B-;do?xgCCkn@@VrI>T{)tuG1S&xeAVpEO!>54+8F(lqb7AiVx&Y)B3oLXE-j_ovG?I1t50n%ST0Yu`l~DAWtM@C^V75VR*V z&OKOV;CpKAfiJTwEf!UY!Om0sCDlwzGLyWCQ~G_`OObYzESdG53|{4Cc?T>Zxv?yEi}?6m5rGj5Wk8oEfuysA^0_w~@QjgkU-} zRc2=r(&5?R1MRYcirhz~% zsHaPbUP|g6IeG$Hm6(1?jazE2%eQ#bgqg0u*8nwNaF0b0+3+?&_zu5cQ8~+O`dC1C z%+Z|Q<}4yHu@IYOdw)Os`5?+rSF;qo_6NhW){p)Wb2SSKen?bPH7;eJxUm|RfLZI1 zx-wK=xOt&n)idS^5vAE<)Mgox!DU;-g6Arx8+>Rb>@E6Vlzl6@^U7Ulu>raD4qqm& zNPg1E>b|f;_S)LZ7%^uN9kt$kAXJ;tn+?;7ie-Ad6KJjX>Q$3hJF|maw(_XK`F&OQ z)8~WePtvIpuNW8w1HXU&Sh7jF^dw7fXNCV#Eu~wHLO#`0SLQ^%oB|flHCFAnXFWIr zZ__rxohah-^|MmqV_jEMf-_3@idiYjiBWFcE14)n91^oj`h}B+PJ;F(A9ux77az_E z{RWY;^pr^v$&!BU#69ep+t+4~(j5 z?&A5Lvf+6gzM*PY4;PXK3;MM$IsSd-y_Fsf>kpmYc>4!+#wuxdj^aUeF?IE|qu(zo zG>oN9-+og4^`05@-Bgx@$k52mF1YvY^J$sun?}ZHc{SK1NzY1#nZU>-d%XK3i_uF? z@UCiC{HU<7m*oQx`o)EpDh8rfdA*oB4_2SRd_M&^9)pF`hs*GWf}HSRMlXR!Juw+Hf4oS(|DHBe zo^~;njH07WR?;k5L|}F3xuFpuh!#fje2kBqFGveEOoRwHYSx)lNR*jOj^~s&JHRqw z_f@ZUQD=O|{X=7lN9Df7LF7H69*!qeoe>QO6}d?4Hl$DFh> zo*pV%->{{dopm!mGW|;;3d(dYydKV_RZ)Xj=Fcs6Mk!HkT_L5|2JqIH@`@Pi7P;Px zG;t$0+#gOzmz(q5*FYlTsXCTY0zZQ;=2Fsfkvcqi8y&QAe(t6A(Bh4aQ0~~IJb{v zh{ogg)vu`=e5<}y67<0rORi{8kHs@euj9QlT&+6SamU5cWE=b1P_egX#0jFp1EVbe zOl+qSvSFegAV`>)nfasPM@arp9&>(COpvvXE&8rm+D~cqInu9Q8|yrkAqVf{d?#UX?SW|1havyS2{k3MH1_(vUk7asF)`$A!4*a{GsV{#dad zpYTm>1|v$ik>h9XXH~uQc!~?+>_#aA@nK=|JY?oe!bgGX$jEZV%K%8c4AULkctoy!CmqyJsHBOpK%o$&29uZ|2( zR+>d&*7c=(@`~sxw6kH?s564R0F3w?0#}Y2Ta`43nF}9fU9C#5M%@wO`_X)!R!Xlc zS>3QAy4{)#*Hkxe&ZV6Wca94Fk8eDFP{!PtNF|(&Y&Cw1pOLn#TvS`yq@WpDB(-mp z7<*qzX{xC!lvC_OpJ)fE;uw`IN1tUi;nMTKmq#?yuQiaggGZSJK_ioNHC+BA2wfs| z`S8n&sw>zW^rB9qq8fS#{zV7PVWk&JYU#q|SHNFCP^OcGHD)gw+7>L<%!HkmSG%X$ z+&FF6YUG2zM)kMxi*5`tdtlKgoN@Awz}Qt`n;MHx3$3q?B3?@C&3tt-qbD?N+q zSeas-4LjTL0u7Yik^MT797EXna$g}f`djf_1*HxeZVo4X^bB-r;%V!xApi|Cx$(&_ zCYd!?t|Wc7%i-vR^*KuzA&~`n7;0$iU?`RUBUI$Ws1?(sa?Wbkaehka+mQqs0EEgn z06BmhyP-*anZ5g4Mpj$81p?Yq8;YkMJ|UCWJy2IWTw5Z?DtdrOoU6Ys8{)UhZh^S#y6sZaqT2qob4DpTpw^ z=gQ_`B6r)LI-mcg7YOWQe-`*6Hb|A_M5$T$n6t;n#LCdFzRvj3UR_9ijNQ3j_o$fa z>^E~!LWAc}6RSy#t1vTPB(f|Aij3t?M&d41pGt7)TV0Hca z!MbavUMR9W@@&qHVjw=*o{z~eaVTLnBLn_;S^*AUVdUX?YcRWstp5)2I~PnAY@ZHM zm;v|^!H1pB<8@7!wDaGpjWz_%Gn;&C!3e%5Sf^OEFFzZ^Yoq4|)$%0xsC@Nm1SC<# z*;;Iw=6l5CGe^!gdpfATUSAnXlbqSA(=wW~Hej5Ww5bXFw$~4}fofv~gKIn%soAP( zk}Hm$s4FV6T4Y%-1$+}bTCc2HPN(Lv7-Z2)YWm7&Q1)T0iT+SiQj#%n;EV9{=SfsP zONM&Uf~mc|Lr#~*?0Ss?QEIi|6p)bw*Mj-p@0E%0@By&t|5}%S;n@OvXqGh4pla0; z3FCB?IZdeR)bZVimu1p;$G_#qaboChCwQn!q{pU)M7rG03mQZrqkZEtlU{|n;FMd{ zzMBP4-S-SNYb$Hc1Uk_#HoPE;DKfr*?xAS(N^mY4UmCV*UC2y@cL95qE>%gm!Gx0L? zzo(P_`6&JS0CmjkFq!@Z38mm$&}KC(P}Ym64jt;-}L6Bp)dT)&(YG;Q+&1q9&lc!+vL!Y!+1aI zjE^&O8`Zx3J`+xupO?3O12%m*T~sKm$w>8HH{ec?Z|y1T2xd%E9dAs1qfn(12Huye z%FSslwd-=mi?6j+I*QmU7xwP&#MyoYLxx-9JhN z{x0PMAbUrvKt`fpG?J8$Q5EaN33tkgdH?JMAj-Tqift0Ns$x%NW%h$*;I<+a3aeT0 z5fwd#w&bL>ipy8L7W&gm38AYWgXBoeKSB70%B!E5#0QBh$ zsdR1~^5iBt)5A6LzR1YO1x5ORoOFU8H|AtCqN21VqS|gz>UGk9 z95UwYtwHA;^}wWwX+hW`b@$JQf9rt%D;UzkQn(CAC1SvNA?BGrk~Tj-zojs(>$Q~5 zV0ln76qZ795FB>lvUTfyz)^&Bef@ZEt||gMR8GSxs%G&fAbgE7GkF%8AG9I@QXh z?76eahxeWn_3V+1ovsb5WT8cUBVBP;cXpn;-M)?~eV%x@_@Gvpzu6VU=bUWz#8HcZ zU$4%Y(TsgCD|+oE+Z2f`9^MxXFC+`-Y&Xki(0Zb;rAv>3lr$?s>^5k!$WY0tY-H`g z!ORs={hZmp%OyeVVmW%+c-?b68O!bq_>pPd`mxM1Hk+6j;5GiB6*FndHC0nuOFs1rH}pDIUL z>;}HQy^TkaO!idLW6r4pc&j)82@l%yF`gv`Ua4MBO#LcM#>Z}(DpaB;s0!3!mp-6w zc6;lI@7`k|5RvkBms+pJJ)6ma_j;|{n+S;9k6)tth9df$oW6dv+F9-wxpX$m8QOuI z$vx@`aC#IXa7Nw>$q;Kk)w$Iv$3hkYHUJ#c-4m` zF*bW=#a2t+rCh_k@V>#Q5(Gt)JqvVPx6!Mx76c}&bH;-euNWd2R!HOfSNSc1tp1%( zKzk?<(b~;zKRCue5f$tM&#ljy9A@5oS%5%1O=j&`<$CP(s%FOF8Y;26_ zu_Uh?@g1mHzufoxqZ4SrH%YS|PWy9XY^a$$a+)F3XqHy|&DaFRi)XF=AC7=bgbp|4-c#kf6HcGvpa&tJ!+CLlFLNSc1< z{ABX~g+l(PN>?IW-N>9BPw%U)Y7X_zENuipNY%i|sNBh9A_f|&k zZPTwgh!rpBMm9>EVhoUMJbAkAP!m{={IjMnl9v_AJ=K$5N)3)sX=d1p?xwk0o z%#G81;XJAq)RDQ@O-xHczswA-oe$=9`{E5+Q^mTZ9lSn9JS+F^8a(eYw1?Wr^;a}B zoJ7QP>QPhuPSHC45m>D6;TW)HZ@u2~UN4c`f@Hq6ExgPCyE}oen=T~lTE)Twq1Qh# zp@|t=yUB%+ePk{r#p`zFN>MEIg}WUSgh{4Yfiiadg}yiM5per!yaLrRxku~YRYhO= zcv=@{>#z%w1GH@X92Cq>`I6_cFMLngw1rl-XUt@6N6Ey5d-lY#z3MIVm4v~i>j9pr z`BMbh+Qvp#8y(H!(@kx@NE0U%XAY$6?Y^)xM7D=@%$Tb9;CG$XvEak$(PP3amOwj) z#tSjfSTZNZe$Nr_gjRDRjm`ogzN16wI}q$Wf} znyu^n#H7vlpXlK49b-<(Z*vqDd)P_l(YI2h;6|v!MF1nA@&#aGrcFtUBqpGP{4jiT zwjg0MRg@KlnY(#1Z~$mOE>L?Psk9}8we1aZjiOVo*AH;p#GHe6DQXt-xP*PqM=VhL z-jI>snh!e+1Jfnzh`;#(Omq-IdN@6!}C{j^S3m&lY;O!A08)5Ed=Se8>cRc^axxId*b~!mY zss!}j!rxnP5m!`FR!nCuHIPwNef(isPB5(^@~%_vTfk(aAjPXUD+=(aTZA?Iz2(&Y z4S4tX=_S06xC-dtND>+F!K|-*>rjTSVu<(&DXH;W`%2-}y{IDZj4QgfGGsY(3_@E) z7~xs3QCL#4PH4d@-3BRFcm&dfeSm0BMXqO7x+$&cuyt|fd@*UP37-RvB%uMvv&$Bt zuKp3-sb9>~>CKB4BRSbm>Rk#lGP$oOn{UPNudOqWuN&ATMD>2dF0*T~3)jNS8$|hQ zU_47!!+zuYiWl?|UOwGI^hczTCxTwr<%)kF&iof_&iVLzO~C?hb&~tZ`u26|Y5U$x ze=1{vK0cOZjJ$B!7=F#xq^Yj%P}!S$je_Q(`gJwEc8Ujv#tLHk#*e3rJcxaPI^_|# z8O4@@uHgJx@qwzMRN%54>ihRMm(xS38pnpd6U3;thEhlR;B=w{wO*jl*bULmn$ewP z43G{O<#j=36?!htA4S$T-Bc%TLQ>wooM&k675$iu9*i!Fw6nISN(lG=?I{(g(RzN3 z{2czF>*@7H+6`qXmMr3#VD89A3Pk*TSD*)BDfU)&+1iHQeH?oUiWH38F3qZ~%Brf2 zy!=(9$Vg#$4BK;&{x>~Rc1W~^g~4R+tutWEhTUvgC@K(7t;Ff1zzl_9aT*ygRE9xd zwL__#YD#&!sqO5HE+zdgzcn;4FkQ{2ytuc(x?p)!kx-T<{uN8r*n2vfB(sI-im?~8 zv_D7R5Q)Y1IfdzhlVX$woFQ5Aum)ppvJwH4m|cs#o3LzZSuH9D_5=A_fbx+?wl6|Y za4FZ|MtUT9$qi>PMWIXlmZ{I-;p66%PBsy%^CPPe&KC;*Ga2$<>-Sf3sTW(ow>84F zIKL#HatuFD$UEq{fJ^JTz01a+8X9zfm312m3H5s`rOp zxYV!if7JN!iID9TaKegG7KS90^{$S`TF9N8cOflzly2({NqIv43j)mVSrDoIddVWE z$Hx;|lF*wC2Ke%vIAg? zADx|fgkH`pX9x3OSe|J?b_JDo`Xe|WXlaS}%W_7;}v4e45jDW~bp(52MF@nexr zKTs70u`d%^Qlm-8uumhS5<0*?XzZ4QJhvxNsr~QCKEOaO$G{-zkNE5PTgyIhS961+ z*HnAqrv7hH4Fr}1cr`V1&Z5cPP^mhZaJB7S+xm6nj^)5MF_ZdBaB6_$U-IOT$6t$h z;BCdlRr8kbt>E+Tf(co8dk8D+u7DneH0zD^t`c}^pErNY?aor)#>KL}QZO{2>Q6AY zNj0T7-9;2ZnQhQ~Q9T>dXi%=3LUxZ~dMX!F)7s?|^&A^TLz%NZXjZSf_1KzL5Ol3d z6J1v!v8n4#eN)fTPt~i|v9aLtil_OwS{nkbUBd!z<;xEZIu4G}@896*;^7S$HM;N| zU?ek&%KIjH$}c{rq0z7s9>bM@e<{qJ5~x71OnqNp@fuJ-Z0rKs8Lw+Ds{hDfU7y4+ zDi?@SPlLj#MAI+9#Kf;RugXj$$4tKi_0sLGH_1QV#TzVq2WI@h-R68Zinq5+7>*{2 zO+SCjxq;rDnrv_Fr{~^n2wDRq*zaaUmyt)L%-Ss3Kqre&%}zUCCW{FFVhx_4A9=6^ z^-0tHTGX`Bmz1OdEx5X1rr~^$qWi|h!V@RL{$O45OO-l3CE1T%HmzQ5V z<7a|`2LSZG^^LvdGQscaBXn#*6qMi4ps$}?KVNBe|7J6lD!WJur#tw*UXfij3ReC4 zz^{joHh?kN2&Zo_nj#)nSH*hZt8jSe6dfIH`~+jPzpVxETzr&J)z;~cVe%!c1_G(b zf#l-y`JT%v^Pw_V=fm3zX@ z*E4)hf3Ix%C&FtTfBO3@^i<WNZfyA{ z1qKfgMqJb#hbLNf9MNeJ>^QJD%6-JAbKf_hOI{;PwzH$We64o6g4wIy z_remj_JROhMo>ABo0~g)3FJ%1^Pgur+g7=qplY5PuCBHq0MV*MPY>3U)-DGCC?+#9 z=X%umD5Uxvb$kj_DjzDH`xaY4h2K&$T3xlZjb|-<;QuSX_tDn(gZIcmSnjNSg9Ikr z>bR%4DdMr6emJu`GI|a*~k=DKx-NEDP0YXKj4AVi$HY^BQ32CX3=JD-;Fc=!rPSl zp;;oD>>%Mdn**mbq(!Q))jngz*naaB-{;kP4<%b8VtnB-LVvERY?J$#^i0*xy$L7x ztnfjl_#!<;J62F&XjJa9YVs|CrWW+!ZB} zftUa>b-G20Z{T2zHu;CGy*;UxrB=h9Po{P*Kg5PFY01j%H_}*o22ni>`uXbG^(CJd zLq*Q!`YL^|*ak17GZwlgCV5pGrb39;RTQz zuADQoRCfIY#YN9GKRFnT$5&5ua=`%>UlSgVkAHr+28npQ{@v6Zkd=p%x9C1mc=uoA z*x%6<#&Xy{-9K~(J~?PQ=0X^3QjC!VvnJ_Kj(s;t%FnNhKZSJj_WRa4JLa z$0>Khj!%y=5Vxm1o^NX@kWs?QB9|O?i)D$ugDII;%_lEzj-Emp1a%qcSZ}WpPdBRu z4)QJ_$SB0+y`&D^_)6yvHDFd4^k#QMxnL<--@ZQF$ER@%pfg2}<{>Hs7N0(?mcO1d z@{ZB_h>|Ej?}qVUkzVeu@-uQ6zqpFTP-*JQX3Mgh`!;B)Z~gqwRzUXxIdNnkz$>mj zUZrMBlK=r#PMYy*>mX;TYZAARNoqfy6@XZHTBi>U3=A};d&0w)6`)AuR8C!e{jeJT z_4(~;M4p=Jqc{m{ew3bSdg3dyAAACKoa?&MUs&zF$~iqP z+jAg`-d)vXMvQtuE=X7hdb9#XGV!#+A2SwiC=5iddgM4|vj5!;|8Fz*Q>Jz6zF#>B z>$jn9JA*<~3Z1%By-;}u2D)MWQm8VJou}X&!kaQu^uNCGAIns})-gke+ls$Vr)Hvv zFg=K*4;1k~-;0v&lUo{&t+`X$DX9%qB1y^tK`ua-3#-tT*5?k^b~ftAmv6nt)LX9D zfqHC8ul_diyQ3)otkm1tJ1q%`$D9>{Hp4#79v&N9j12jO4f-*pR~ryA3mmQ)jz2kx zfL1!ptRHHkh=lC}$Y2Q#nKoPe68AD#k_b_0(_H{pGkK)4i9>ug%>98M&Ms9lvf12-G$dc5yt%g7>Zkq<;Fu z(axj455z0oSMfj#t+ar9{s|pq{>>|A8t=x?W^I?_lCvuu3wvQupAy4eA z1TB)p=DQBUt}uN6p%waj>!V=HfIWjV7G#ROX7yZQn%<1CV=x1$P9g}^l#2hnr!yjadAGolmM;WH`ny$?3jR|YZ z-S@B)c$s4+i*!p2Db{bqi4Zx_XDbmJm5H6fN>O(9mx@(f3lUr#996S&`sYhMhF7hwb4NPpQBy^RCFp)yj-4s( zbwGeqt6?S_O=#e|aRpnD0r~-`>AZb0g!qouhhsTi-oca@8GVwF=PnrTVL^WPQt*xF zzdsuWRDonZ&+T4R^{-Dik7zAUA5jDBsAQ$z9+THaHZ&@=lzkxX^?V3r9ri85-R0c~ z_fWI=-EAo}#n=F`god{%^N+3knMOY>j$pZ&HnJL9B!IBD&j2Wy%kdPQ}8a2ubjC=NAd1vZ3xD-py2AV zCbqe?m40-DT~JVx&4>R>Xb24oZ<9IoG<{i%-JDoN=G$3rlyi07^~SYs!|J~}b3Icg z;BUXOw}EDcxq;sfP!>Kx{uQF-(=T;T88j{^Rb_%!fA>$jhh~G(--Hy}=C)63;rFZ+ z)}%tW+2mmVE5Fjp6gYWmFSI!2fSNyg*@V>6)cSQ%ZhUljNS*6t)^vj0vD$*O%v75^ z?V#_k!R~iOe*J0;jJCW|U=W@#sq6LLpVQ?#VSFwUwq{YJ*em<9zPQZ({_*duSDZb1 zaPU(B=2wgsMpnG!UV2_!?=c9>W;wmSqY(hNZxUCZYo>?5sS{F39hi`yx4pZ|weoe> zkMNO61hU(AX?;DLi#XdQq;%^i@cVOD#k%7DZ4QHo?sra>E03VMQSR=t;x4uMdfP@w zU8|%wREJv!rW4&RA$fN?2GMIO;+<`4{A*tZ0%eJS+t1nGx2Fk1jX%*0>b1-WrV=no z1@oX78{(}8{l?O9&JU5!DFBt8S0tnEK1@pb?{iatq9G4m>FF<;c+cBwRH@7!Ps%@h zvp}#o%!-WH*;C5bO~C=;pjj}oxOh%8~( zRcou!CR1R|F~;Zp>m!7mQT#R3|Fski_**SlVCZIsU4PyP4CXc5Thu5yJBj`i$R>1j zYyl)BosF$6Q^v)QPs1LJb*Hcx40&(w@FwQGPp$GR0pX$ikXb&KuEzgeRC%@YVFC86 z{KJod&&V(w5?R16rXDO3o|gdXLZK_~GE9P9R|4H^H?DK$s)<|_G^HBfw}%7-z!})K z$OwL!QNX6?g80{j(tnuAzx27b&)4y&^YZlLSk&h?w^oG$EYZ%CdP&aG61M=4Qi+X2b?_r+x>QK|FC6zC^TLbUu(!}bE)0SV~K*HkH!`<;xA zg$HNR@LD;m-c@^jsJ4-zfZ{Pp#a}~ zCXo*Pe|pP*dG|#A7hpWnW!NLI|NUS7FBV*&REvdqg$~WX_0SYt?LaJ_WpR&yb|X&o z@A2~NC8P8DbcF*D39Q2ym_z)}t6*HAWzyhf?_ZOs%?`s#w&aT_&Vd_D5{UFaKmYej zX!pSY^3iu7{u=WC%~R}8Pq7~u{O|vIiXH#Ij$y5oFQ0DU-*fRttpFV*G#a(MNt&7y zv!h~~nv0A*AzWNsJ>A_g;P-C5gM*Lw5+IO^@%*Kxf~u;4cd4!ud{$0QC?Il;HFm65&#oUU-56xYCjfUKR|o)1Za<5u1F z4M0By85{9Ow_elR1r<$7c_Ppn{RxashK1zt+xT#Qr@?2hL0B9&EIo!vT|E+CHBpqDFDcSDZG!0 zijudpV}O3Je|_WR6yfppHvxciIGNs~#>Em;D^E1zhbK}-AjKUzy$FC|?13U01v#6* z#XZ*8!UDhMef|FGYHtZ<)BO$e4>`GT% z2p6IQO7Fr@ zu13NwfKfa|*4~~7++Dcm4~kSn+H-D>eXfQlrfIG^A{d8FItMNw&qszG-r5jrd~1-e z)*se}F$CBjyhKeJd#Yrs1s^^#X{C_KM<`2Sh?GAeKK`|)-Z%uKe6-GEL=nx;h=;w;xz(c>OCVa}Ti z8czr}TibHL0vG30nJLL?Yqz{rd~e&apGR2z!N3vmHk`LD$Y~lL$&?=$FFDoJ>gwA%EP!U}Q3K@{DPgW&x|lGcZ)!)Q~!q z;M*qA%f@ft2repIuE5y8tk7{?w{TVJi=i3a{Tv%+FTV3hG|8>2n>5DFBk#pIK{00> z9P^s1e>qfcH#Ih{Bx7Y_vNe6;iPSGvdJL=-J`azZH{2$m7>3)*kXR8OKJm;XR#n~` zs2p+@mJo4?;W4hO1@WH@>*p1#&&1G@AHjO}&iW{=#wbe~g|hCk7633lP$j{lEb;A3 z1j_}WT0E2~83|Sm-x)eOLjwRQ?j+f?7imal*Ts%N#!vbu(I~()M*;LK``YU1Jx@~{ zBv#$)nVb~2Uee*d+~AVJ=3h(m<@NR7nVWwWQ}CUx<8w)~NuWpQ6Jl6J z(35s{W=$-N=~hyZ2Vk~gx+i8`oQciJ@cjDW{*aJEPJ4WvOKKr?$JsL*q43lYZT!9e z_3aePv4Uq`_Sxz)L98S$82QyTkXg=((VCM))nKSJ0I2Z!O&3;Rtb! z=ocW7iA%+Q9tHVr(N58S^{8B4y<6!{u2*6C?Sn|dg4Mk`r5$b(1)7@e=Zje6WJhLX z;4iJoi-BIuRr_5^axN}|0X%@ztMV5w%_IwBpcCf69}dP^4e*Bti1Vep6l;eRN0FCz z)=qf}G~-dp$$gl|={%&-HZ&_9qu>$v{L|t-sXFEFPs*I9C~;$w03yz zW{yOt()|4I$sUiW@hpzf6hE0pvqld-SQeuE_7@7#caC<`fWC1N+NNuEMe)**;yUXU zBT0Kkp>Dx^+bLY!qfPcACiSmF)HdOa%g!1>9(u|h+&y?hPOB$yqIDJ@8wywUOT~XNc{(fAcjeH2i zCM&W`WY&5{YnfdKROji3Shb5QV}KILgQiA$rgsG-K%x>}P*Ctl9&m+#$JsUuGbFow z!yRz8^2g=-S^*;(4c047sOo$^7$xCN1!QMkj+=s_xAf&*U2*C_pn|VTPJ?b|Mbr%o z4yIc#-W7?RjF19E9zb4bgPyRAaVa&5L1Rl?+E!c`qR7d~Ne;j&LqT4fMF=-G?tYhw zj1Onr`6i$Tc82=cL$c2IOgNHHLP8?#3FZ`l zPMryP32ONTG$M{BH$v|$UU8?NR-g*&QEpw~d~&bzs(>3(T>2ig@>FgHkN}v#CiOsP zZ1YReXgs$wgp&-Wg6Q$CH)iBaOsWQPQKzA&m{^!##_Z>P$%bVt#%; zFHDAcYcnYof%`s^`%uQ1K@X5p8bA4 zPQBQCyu=YmzpD~2!=qVF-UF*dew=63D+YV7rHgiRbB9HevWc90cf%!22u-r9jy!zV z)4r?#CLb2IdYfZ>Q*M6x^HOe8qoaR>bxib|=TXBM8st5O?C%bwmIrb+OJ6)a7VGrvNez_#LcZG@N#l= zREz+Jo`FSA}xzSlZQkkT*&t}T6#ZCy}`9(sK(xtGc--w??BqR*CWxUNV zD8Ltb)q@4e`{L;%9L#H?%Et6lJ4Gj+!;yK=$QNI;EaZs0LeFTd&F826X5XY1zj_p@ z?_IrStBkNA{N%*c9$NouCx35er>d2v2R`HU>xaV(kW`yFu6|5X&=V53Vx^uU9Q@ zsG7p9KLMH_9QdGwd|jYS))P^&IU1F!*zOn`m*EosX}6{VV_Ogs=C*Ql=5`VR%pf@j`1+m*9YKxEgtm5pYj-F1+1c6f+B;3rCVsX9D$)pp4ZL|k z$KOA=DyV`zHaV~1*U?H3_hd#!GA1v`@kgPe0!U~n_)CYkZ{Mauii9^;RaIGr38*m( zd6@p7x5uWQeoK%aExX>P*5=I2$n??0j6=0lR(!~ZRE7$9yKQGj6m@9u_Up#c9?iWzC zp+Ni)=8d#Vi_2pZf6D3|yPEpRqgxyM&r(?s1E(+Wcom@fI-;Z|2Fs6LqvUROx;x?E zz`_OAUEkVvFOs|-1n;D(0c~4;mb=6&h>e6NOfw`cFl1EaEI{m1A_4$iOrQN z;1xPyvyw#uXfjG)l&DrY%$W$r$$>;cy3Nhqyab;mTTx>~fa5*PTY7&CR&{D&A$>bG z(-D#TdD#Y43snh9z>aF=UH@nLvr$3yQ1U7!V+tNgye9!Q-FB)~c$nuw4v%STsF5#LP zKH7wI9ws5o_?OCMp%kkFPVDwOteUl7eCX-R#fFkrE5MDKvSH!gWV6{Bjsh(6CX+up zz2eO?$)S&*SK;43*JEBl@~mGiq-{N)$`IAQJis{J7{UDhE#=1#ip@s`+0oNfc^ps1 zG%5YdP0VVsPvu{l;+>|af6`pO78nvxOhrI$%W%?>Mk}E1DZ#*Yu`ph?$UA^`@qil=+bn=o-WG#0x;5(ZIiS zxx&qqz}b>yctO!EmcVSKCBtB}2fFL2-W?~LcxU7W0lK@`af_sE8zY9B;LSVGqmoLZ zj}rRW(8-Iwd32QjQZoqG>+|yqt;g^Za)2_mK+=;;pPhqXPOkKP6XOoFrki6G7qrnz z&z5-efYy^A0TN=6h4p#mdc(^CY$&a7k3iqnt4t{IXrP$)!zj0TouLO20jdnAQBkAL zYY@0IaF1P6y_KD(>0fFCtj04IyYwLXtP?w5B8nB+Gz2?i86F39e(-;a7Z_sf4CK4( zxS4JAB8cA?Fi60Zm5s`)_YOMA2x8Y!CFNle<37pLMgpy<3!I%+Gjdu;x)X=0>Zg zqC(!0rP0799|bAwMu7p1rcPF4L2?qWG3n*C_K(Mjw+1jdnxHH4Fa_pM${6goew5)b z{z6n)AgO5ilI&6ZU#D2U@<8d~=B8biKNkKgdIH~XOY>}RfS+COz+l|FR>b(Co=+Wd zdPYYp6>)@ET2K{Hi?v0+j^ti&vwYjk*3ok4KtH~)u#lMV)It~0F6VkOD$RtgS<%eczc?6$=d!`~BM!4j!_qP*FD`DjQ3H{m z9~?*%3B8G2lwRrzMqM2|;(`{1Y{12>foxNAOu_t^|IihTyT@Lq1azoL^li#gd^Zt3 zx8M3g$r!Ne;QI1;C8j_MauObueHZgCgonSxIm!zjN|Z|XqDmAS1}K+j=z+!^g$Shs z6~X;hH*&}kJ!8ziBw2o< z!K}2&?F->v61tnYkcO-UQeAy@GTvgy&T{+)*wWcZz6%i0A!DY+2@CSrAgiMa+x7)u zBJFbxM0bi2c;+vQ6Y3gZLd@-umeR zF2TLiPpZT*^Hz?3@l?LH2ok<%9Tw!sFh=-&p~VleM|3zH3onpS($dmWe{i+_WrPyY z?M9D=~1y*mqihU15(#c?+=VG8tfL0BWGl_FImJR}i z)YNQS)QHg|hMo9Fz@G0KxlCvmTV``}FX6m0pmF-Lz|FJh`bP|{w_*KKMFcCqi}5@A zt1lHV-m$%&$iZRXXBYcIy$JAo7cDr1v!0Kmf5OYoJd4@+*UpOm6x*{T@X$kSE38j=o*IZ4VGKE+ee~(p#I^h0BhFMM&QM_ z6dSvI*^kc`@*0C1nb-q_{EbFclMkestakq-HNAhvS=Ew=C{9{*a0>*MNLD{z;>am|j8%cE2H4ljsoX#P;Ic>dtw z?76l*Ft!98a2E>Wx#V^w0KkE#C~t+`(>{_CHYN$Lc#+?ZuSSMhWj;*de6#3}2F;Wi z!GDrDuZ4GUb}r?e^V(1oXiM$0sTaF;um`rg5^iE zy0}1RGiHsx|0yBiu^e^mUTzwImYvd3!^u zR@=WXQm=`JE*9>B%J~Y-X}~Mr=4BjyKB$A!)G=G3z-R_2t?j_(G@(~Jzxtl#w zs;vfcU<17ilmvxGl#Jj%UQ;|dxbZXZ`64#h4KP7)+^0Q2iCh}t?_huz7tVcd{sM|; ztj}(nW+W=IKtV;Ju!DOH-=*xu^k}Q6fcjKk*SbSIijkiBRLNdTv`Jffgz#&X|8Kws$zf}-H!P1GM zJH*#{1tmGmgolyq!W41oJh+yahE&P%y3AF|@&RAuI+JrZT0Uk=C{#qh2cG6Xq6_5hj=#Pbe`+oDA#-$bj+)WNa#DY25USXQ9GuEiS2DCsu_Pjn5^?asza|?LJ^rUE=Q{olzaV? zOCWG@|1zC9Xto>fLu6oTcx=L=4fZF%>w4#TbdLm8hZB~JmpkXNZhnqW|`>0Dhn76Pg*-{6|?+8}6Q(V;Ew5`qYNxX#n{qAWn zm3FKp#YgJ=N+yZkA&;)ZV5XahTDB=5{a)~RY9O8kf1(3<>7zGjSBV?$6kc;` zRz8qG-$^#WmN|B65YUrCn#jsJbJZ__a{~?m(K9xdKJC7$lSY+$c$kVlKvM?>*5oQ_ z1)Vm6n5SojWJwAdv)@0@X?z75L0eArvS6l~n;R=I zY}#wSu;;5Q6}lxvSe9YXOBXc+wwnh4bEDs&e%ePHX`p$a5*+MR+1EQ9vUd&yl5lXS zM@^2d=P1k|1zps?aj~S`Zk7J@$?D>TW9g<2&mS#ZivnqByAxWm9lqm8+gRA9i}n31 zw3XAQHY{#yixWdtQB!~zC=O_9O03b1v;;#L4U>E%fb;42dDMB#2|$x8!Zb9U5pdwE z-7oe6*$3%+2B0=&Lzs`Q+Sd@Ki?NO@j z&gs#F+MO4NyV_x(gtLasMwMB-BXYY!C?Y*_niXJtdk)iHc)@*lcUw-@BW;zmx-ZCgQGWw7K zCE)j8c<@gR%9L0?*@?mcye%P&5*yIJMe9Fgj`>OEn1>)t!G2%R<_D)QRWU`h%xGTI zynesoHqSgNfM7w0UyX}z8eXaeayZOb3zst}SsGj5CzVOo;~Um}Wwd{0igzB#H)NYM z>oT4}VB8f*#-u)MJz}4`sps)$t}raX>0eyj@ig#%!ej4SOA@xQK{hmX(0ILA<&KI# zAWU)f0_k2sNohRjo}b>^eKwFQq0wYwTvJGN_@_1It(-kPHS2{!||z}L2Pbw=kkMNHX^E~#!W?LKYOO`JK` z?as{20lT(FN25`!yXYWw0;zy4N^)vk*%QKVcy@$o*$P@zyis&X-+LDZ7IHR3@ooW7vec})IG>Gt(}{&F|-LMxG1Ch}=PQDdVobWEA)CjF~d z=lJ8UvTT253K6{OfTC2d+t>bN#fGaa#9SSS(6L-Kn%$Y$u)PmL`O16_m`}E2meaXh z5Xis^aR_(EvfesxmRLowZis#vNV{yFWU5k7QQ@a9qUOSMzwm$@{_gkz*;3Fd=e>Ka zJ)2K3E=Lx>*B)N}g4-00aZ-iwi*0o1Xyw;Ur^`>c`-uT{ty0xsh^% zbCq;QJqq=cVd|w9Oue9!VGTdAK<=W9()?zyCR@@mEl2R8z7M|bbgtq`0u{}5GJo^D zV;#XJcGx&$b=rB;3-#G!`1|L2^iz)Gaw2W*`BaSnui+dvcTc5uHyCW$=FUp0VY`rs z$XL41*-h)N+^H`1=_-jCJZ`n?ECIVafhRq^v!UG9HhS5}_N&gJcrg*D(9+aYm4rs$ zgn(BNTdTXpn!bPenHU9-#Ts?_ZBDyBacg~ZGjk()AzUrGk)MUzCH%AvmKxZe(r_jw zyUyS6O$ut?5ZQggL`4;Yzq}MMb(fY-euYiqWff1fO7GYykN^zrtJ8n^BFwS$Uy zB7Lks+O30hWqrNqNHwU6k&{!O_h(K*0womGO$7DTXnZeOcueie)bzBxiwLx;x+-SB z`$92;kOw=KfoN?-H=bMQH!tuT_I=K*OpP2flj*$7+JhK=8d-5?#jOqG%9hJ0G!K4Qzn4_c(TfS@AMl z(l+d_7XIi{5OJMyWN2b^bl2kD>kt!QZ;LwULqoouw@svxclu7r7F1Pd9b<-Q0S=!( z=M5??G)t)3mi&Nx_B+a8FpgnKl(0v!{z$|KVJVQ>H*lnZ@TeJkTfUM&S=JtHjnUfb zY3{=nq@k&yg28C7oT7enNky&N@U@NKi#!4P9f%z?k-9RfM{1&`&r1BMAsyXTf2rZi z4}ECxe(u7#H)mZ&fBt@L1Z1&RqjZ#_Vq-oc7P8>Sae|;9ZuXABNvMO;+^zO;J_4t* zauNDB>>~gBGTWUW1{>{ zjS=lz4yft0<;L?@xLoeyR>UYW%GbBU_4-YP`fMN|X#o@O=wu=o? z9TS9!CJ!bY6S zCRX^UBo;jt-Pfz=T|1uRGfwfC1ix}8)$U$fmgoO?*_y)%#@KC~wuNT6=dRkOa%cCY z3lj&Pot5lsyE-=da!PDwe1_pX!`D%e7l2^c z%>)6VcW!#Rk?i?e=UeB8AV;z!Xa)n}R3gj{^*UYHo4XtMl6N>ze~c>$iLAQ1h{ZkP zC|w;ZTNo;6;Z3A|bQqc;uLz zmIdG;z0}nQNqz@xFJL6W!QEX`cDA<##_%yNLkJ#?jg1M6@Ln8H`qO2W=8C*a2Zd~G z9~>~IktD_bPX5{^Z?KcQ4^ds1S{<(#y^2z3+2)|7O&J?!*d19#5ocW-*jA3%xO>0a ze!S@>bQ1VSSQx?Ag6$5jP23&sXvAQQU=1v&{6|QMnSzq9=N!<~q{r>{!(8fQRKGgy zjM(V;UKXN!C=O!sDa}v^GG@f58qJodH`iY-URk*Pl%r_8yyeJ82!*9a=AQ>lEB{3M z0`2{>)i23jbeeIgM^fDs(DBj>$CRdF@aiYa*iuUZ%wH|HTQ2AG{C#=2QLXkccSMa5#DPSU~M?Naat-!Se$zuOMlcdB>UM+tM?sBII^a zo*CtEzJjqaThnb-zwfEGBqJh1>U+zX*TIcEB;mLs?fvm|<*F0CNem9XBcdu8Z{)SvyUY=QJ zXGDq4isWjH0sG-gnBs!l2&xvX4@Ip^$7z_nRhut5|>YWekkKRWnC5bRG z-AdJ-Pg-j>^5hb^no(jvUlL03m`bVN-rsI3*OD;D#hN`Ggw zc+<+$oU1V(WY|a9nKYT)ZXI_<6lO^y5Nu*%^4`V})TL9r`T0nLetCFn6ev1%>99i7 z$sAL%tnUveOQrKX+%VPKvPIR`bC}$m5}&u7$&3SWWklENFe_#u)RQXrmjH4n{w|iI z^v}lqgYY{Vn(x^%A(>{=W0L}GdC8VL$Ttn&7Tt&vRXiXv%JH9V&kLA9RB%4NM`6t~ zadGk8lQ5LNHI2lhzzYj%V2f+MeD4)xkbPr^3^TCf^G#Z=*V3LRcVv{Jte99_@|kBO zZmZHZ4GkgTbzX_piY(^c1TPk4e5E3C3;}H82OLLy%oP-^W~W_Rdy>@#=aYiLSafD{ z6@g#ZSIbH|V$`$#e*z$FTVxfGGuz=(W6BTK!iX+%B~czL5Rfdi06bzXS{ znSjAjH#TzR6%{4Ddi7(s-%DiYY#2dS)d^}D|7f*zsGpo{qsv6U1Buh30*IwAL?XRVAX*5gI@Ex7lC#v|^StS(9bcH5I2 zG=6*aRmuIDte9J5W^n6*Whn<6%BOM0kI5Opj|KQ2xLE94`FPLJzuqP;hN8bV(PN;0 zU)mwWcYCIW_P9fWgj%%fsbV9JA&v}o5(6DFYUO@~F3#!5$Cb#$xfJFjqgPsz{Y@>^S&JAIKzE_R}#iWO%tsoou#d zIP2nKo}i|U3e4Apd)tIruY~LKUafUfDh%qqR?tXf9 z@iC!OEVsN|&ByrudVKNxahW?qH0^NsHE!g75$gfK>H|ON%Q(S8 zk(0LFbn&)G-xuG;U*Nfd6k7{90M~CyYPmo1TVgT5!8~ZU-yZ~N@@ap8R63EG^2I;S z{&r8$=<67+ZayH1y05y%O!%i_-vX%SYJhaO_+v%i*%#iAj-_IT6iv5t9DR#4K&=R9 zdYgO^#n}>RK`N7&)^P6%uRfYJtpNwGY%{!w9eG#_un;U&dvfa=8rogIdbnGVg^%0a z+iOb`|GwjEnMns5^xi9*4F_4MrfBWR4gsj{9mv>e;feRrlBKgOxrPiSOQbX7O|}xp#}KXOHH<+=gI(AY&yJ-f>4f1gnsk6@&l&V+pElIlPSJ@kZIF?S14}y7|hzSf}jo161>OcXOJB6PSyzKg7&G z_H{EquW}BF795BL$4kgm`{xtALhm>^1s8KQnV(<#UF|W-G)dMn-ZS{c7(D zm5#U{cmgLmb_x)XzZK?|*2=YN26d2i*HHC^ha{NjAcF}tF^jP2C zMue0W@K)_bbZiPmY;d3PpBh|@6*64X5X|_%ZH-k7b4u&zw01dQI_^u3rUW}+o|>;T zS*Y)vMw!`%;u5OGt5ZYR_ORrT?gCz?T6x7K0Cy&T*T8->i z4i90=7v2p10N6w7;gvfUb^`0$4NK>%#Spg2&w24X1T_2zT(ye+0#-Fzta!h*zxDwN zuV_h`N3g8G^Gv}C@*3*>c(@HCB)x#-Y2w_MF4P7v$E31mqi_GrC4bBCuy0c<0}SGXU4vXGy_V!TO7Ntim$Z+2cpgeIxV&#KEYH=2{DbKpHNg4|Y zRRh-#)-r1>S@An8-L{J#C>Vbn{ag#R9*%zV7MCeVAok7Rq6iB<)n7$>ZP-G!sz7#? zllSmt0McfaTdDbYpB5h}(C^)b`Y>lNM64Z9YRzw6EF0{AG#rR6F7~OPZQZ`^_12n} zk&+smnCK|}Asil5^oE0ZFay2$?6r^`_jibKVfa>x-|qwl0X|MZ*ps07Sx$9gG#>)xp?+ZS{fy5Rcy2i>jBZ6(YrL&v#}O#RP1Ny*8Rly7s6JdyWo zXk`j-_RTmHVCc=7NNTO-4V}YBql68U-HUn9lxSi$?0jmtO- zqkXow&yAya#Dn0|vqqB}oQifHRl@76k8ww~kU zV1!&F<{`@zj_a*dqBV6q(4STfb@ykWc|9Ph>V7TM>bzlNXCGm7xMyqAX#g-Ad0Cs$ zgn_F+3C_b@Mp65tb4#^>x^Sd+k2Q~LQw5}8CZVOTZBw?0P-*HuPRcx0zWkBfVk2d@ zWx!Byu&bq)>OsZV>P3)$dw)lGQjx{6TiMI!G2jK~=KNp>=W8~!dN-SRz$y2hVfjl8 z{E1sJ@+Ks7sRW3}Kf-+C90u7D4{2q|GJLxYh>`QHV(!#z`VR{}#q=@)+vFLEq)OOx zQAf0MIuzXPSzK9u9FFbuNB=K}orKsEfKun4;94Bs!bAMD({*~8vFZ2WgVK;>ve@?4 zo^Iu9f6#r$bhZ5J*+wrjxb|VcABdrVfa-^^A%HS;4^EO`|swXUiCq@T2EW z2hLZs0|(6Ew-pNbx+1L# zjgq69Gabu&b6YI1u<^qQu!~V7rddwCb6VJOMY4vTa}W4L6@$H6~_eIT069 zRdw|+F5e0JE9>=#HZmFqG-?eD03yLT`_OrDehxp`(~6Ve`kUIO%F-#0M-SX(n31%hs}MAG=4vYLp@ z6rj&p7DZKUmZ`?)I1M!ObMQn-V>W>Bns8!WfeCJLaq|d|E z!b(Wzv(CHp>V#v6B4qDr1Y1QE_|2=2eL`LU_EJTc_3s=0Aw-tA>C zkYdA=9>s6?Cu^q-4jxq{b)Q=3g=0?L+c&0xjjU7oQkFzFg%W{8LcIT4$AHNMjTYbZ{`f1Xblhe~@FSKQPXl=kwb&-Pn%thKfdFAnzq(pe} zR+SYM<(c3Tu-RPIv3;YveTl8XinyU2(L!bQhrH0Q^<95E74Q-1lF=%{gdnPy(! z8Gn&6p2zmH^F{O&VxCXy5!?nT%50p|9>4akOxFTgn;L7@4d$vX0+7Eoo%=SAS-GE) zQmn8Whu>d1o^e%cEQ`)rPh;I);Xg#!Iy1b5H3|NMZTM;e6KI&CuAv}0G(@v^vv(*a zCDjg|^`COqz^{P<;HO_lmxq-bg+aHcp$wE9z5rh7{KpT!*9P6q^9b8nG30*$a$j38 zh_o#%q{48PB(y|P0=~ZP0@{r7raMeA)qd9n^(dE`vDiu)Qp z5jeih0f*CGp)C}<^L?c42Kd7VFt2|!&Y^GZp*K}C(0 z4dAOS>N%lH{<+4vIv?`#S-k%_0D+ufNE2NHfpWCHnhR6q6=!7c--j)^Z$s2OFeM4N zGmSqb2=}?LeYsY%Dk>r@OILE5(mpb^c?of>1#GvxTLOTbxy3JcWWVKJng)m1saIv=H#boaSQA95KHmmc%z3>mv%Wc148NPZymY9#8rU&8IM^~h7lnrAn0s7N z`jNyG(XqST3otHX*WE%l+S5G5};Yeoutc2kn)e> z{`*a|RxfK-!)9zlXVR2CcC5=s9fC-&EvPA$HkGcY$5xsM5 zMg}2}q@n=4&QjA&x%%W}u`DW13No^ExL)O*LtK2anzYM%0QqQXtyHC#bo=4Hn+ZBIO+q3B^tFB zYsv7*1Q&R+Isu-|jnm1a%Z{_!OSk)8OJMu@RJS{X(aIic=dA>p(3+YYt;IhBslE2J zlGYL>Dk1-ml|=0+>yGHM?4}O1{0a1H&yGQDY;LAK1pZaE_~%mE326Z;qdO~UdK4PU zmPc=#FRC1KW7{2sq(a^SxWheN^pqccrtEIFIJj)K;eZPqS#SUZ*1bF}HN%Awv|4E_ zOJ70~6LIqHwxo!UdWUHV$O!>^gAFg~Eg<9Z@G+i^L7X;HB?Z%?s&#oeCfRjOr*CL5 zV;t6BVK_bIYU!7E8zFy`1Yl1|{)%J2JOLoTY`>-cPsm81x*)=9J~dsW*?ZWOX940I zsjR4&bnp5L-0@GbJ{QqO;@IcB?12D!8HHz6og%GC!p4e?LQ_f*0Q9e%vIx5G5JgT~ z8?q^oF5^&FN0r-8JDl&C&T-tKl~T=-PR^(>3ODYXAh)l$BdMyXkq0)FHe`@WVviEy z9^Vb~#ZQ$=m803KhmTX0gpnD}E1_lRvT9=Y> z4sprejieX~ikuQfD~fXh4fW}>7NW<7hK2`Q6`sX5#w9h5_dyi1{yQ7~41K#IZO#CD z@*8rVgFm><%O{n4IgDibf2iDlk&nN>G+@^WE}b@3@5oqLL&L*q$h#AN^ikv&=e?JJ zg9BJx6jw96z#)tQ8c6`BK0|pQ%{s(=zM>S*;1WHG6)+!+d%S+I!TbJw>su5Qp=3O~ z#?w(893IkWphL+7=mH=l6%nCf;H?ll*6iRXP&vK0$Obqlss{V}BeG9;{>mDNX!l7; zqm-x`BRwUdV}p5hREw(VXjz~SPX$$X4Ann6O|n#-z4oTDb*v^dqYUsLI^=YX)B-0z%12Wyz z_8MNzCw)^rc{>KhNM(v{9Gjm%&rjd6D5HD#U}4~1J_(|yn1nXt-NITrzpaDAdv$n9 zSl<+}J5+)8{{)fxr{4VM@hzctH$=X}!6jiZ&tJNVE*eG>S0ai}^Pe~Vo5#06$wlUu zYbomgu|EG+@&C<1*V`vh?8Gjw!N2*h{^Pb(51>!vd>C5&-+bx+cv4&P3Ev`_1h4QM z1N}GO?LQv)#|{7cs{a^_|8j(Ylm9!b|HdHk{_g_*H`K-dA7r)bgXdJW1F&5HUN<%G zzbLRWf~AjN5v#1QOBKG4Oq(o;V&wBjGW@< zpuYC@_8{>4hn}gaE@Owu$twGm{&odfSxKP4kd>R;!&j370wn<60sLchHY z&4?7*_OnfD&&Ug)&_W=AHn~H>#=JZBnS#7vOtUCjXr1s*U0wb3YcsWzOKo^f3^szc zy8Nfpl(sc`@%{$B#YGkqEseKM&b8-#%1Vqim19{GR20-D3T;U5yh&2xSsRqQ8|#PCct_HR z_Y1ob^u2w<{rx$>4kP1nc47*lpG2vtEvRtpQ~ms8)tbzas5Q&KYG?-i(nRnU7i7rG zGqK<45u+d{C;ap%HRo___zM0N#*S>`VbT3v^cU_pfR%x7dW;?@CdEVX7y{)?F@OrU z(tT0<6%eB=)50~b3%)y_R(2fmk1ztLF$JnjO2M;D(NNvae_Hkp4UP9#G$Z`{Syt&V z_zL+wvK#`~10IaRe`gr}^Lg!XWJDmZSdqx>7*}o^kb7syGFz769Tf$oSot~EB7La$ zHC(EXogNuGeXO}^X@(g63y&L9k}QpWr2_jP*BL>88$M6IH(As0-gSYTu_wk*$QNh` z^u^Mi-pFvGr6@}G?oik}*vmXY1ZIlcUuITTDI zUT+-+kH;;oELS`V2NY{{4Tay#bM=&3R8cYCZ;TJ`Zsak1PjGfaYt5()bvqn|HaS{g zg>kos;XBEIfC%`n9qqq8?!OKqVtDs1aM(NA;=;?t(Kf!6_H?BzXeLFO1^WTLnfqj1 z3@P;GaJj`zafNIHQ|Er~GIWy=(a!wzf>|NN_O`&xV239cCd3V*6eHVpvNse5(vwjG z*2#!^N@Dazc#Zh^ZT$s?e|qb0j-hZcd{d%|8*Fd84+gXeJoNf#hIE-Ci)2CBrT2D^2MuSS_+HrJ6(|Zdl3;jdZy6Gw zJDGJu+ebiA&evFFWCfsyR#c$)4pO86vG6!K8mQsiSGjj_QIl=jZ+==^jt1^Ku#JW2 zanscY19IQQ1pVG-p>{EJ8jb9jPwo-Y$=o7#K;Lb))INao!l()eJy|ojJs;<~pDS8u zczkpj{%CEzV*O+HGr&ZH!gbr@R{3SLL2KS#nbCTtgv+HlQv*$=uAHndzTNr#A^`wr zp+-~r&w=T0eAYjs>gVIwOvt@i-0ik3MhYs5j8tBHwF+|@j%)8+L=7w=dKf&k4VgOx zQd#Z*{o?HHa*hxV-k(st{>952MeG@4UAnnPSyz1*g#uZhl zP}fdx#B&KRkXX{p4ux41=5`S+y#C_#0cYlDzsU{`fv@rD z`3n4aNH4@#Q<~(IEWsuxm_u_w1-9hnx8frc(~pkMjXa>J9ynM?NwIh2yU2%gRUxMN z`#ab&Ji@e1C$D|HAxDAc)QM$FNlC`4s+v(Tc;Aa&(veZZco-V?YVaeguH!6;Fg`fGcQ!dAFwK zB~s3~lbVV`yqBC}2yyt`215tyy2;8ukYR)I8*TKIh}MQp9mb_1Kllq*-A?-T(c${Q zn&{6Rl7ip{sFMnc^24hY_2ibq-nK_&)l-gxrInSbvAMDoCAn*e3>`E)K>&k@sltg~ zU>MHv76q+{tx-)}o_u!s38|*fD>&`6AO_GTt8Gt;XSjDwueL}sAt^0c+EC>QFB*Dh zg?b1y+^cMO``V?;R9-8zV^(<+C)CZY7&2u-J#Z4X+`PJ|#jkzWjXqlg@xn9*O1iP^ zGo88F#h!qHoQ2vUQ7t?3!v;C2RHXLC!i!y6t+;g-iMCn7W<*ah6H}O4n&>Fwp?3>Y&u+i=y zfmB!0z<&H1+NnQ^-&}To{{KyXUy$q(Xh``3& zQWQ2eCgBE(=S2zywecmofK^8{JF|Qg4FVKA9B;eNh5s;EQYk+NjI@aluQDZC!XIuGj{Hk?6 zjI@@{Dd5@nZF2d!`HJS58Y0jS)#zw3^3D$2sBfd>xe%rT=z72ZKkU6_P+eWLrJWE6 z5E2LwELd=t;0Jeich{f?IRuB`?(XjHo*=;;g1fuBeLHXR-u`ZP-@5&`tGbFhKd22S zoUFaqTyu``41trcPL1-4f)$iKvb;ou#pf91a?H)IOV?}+OQ|t?d;3j(@G>*gCr?SN zQ#h*!pzsGED5(E@M@deb{gJ!Ow;P1ACXxVShn+>}9n&kUq8bwyna^Kwd)qK^kg!BB zAgCGh!(n)kB8L)UU}j}W!ia7-GdmLzUY~616m?>Sj)N!3x;y2vi*vac=^8Xpq&PpM zwz0mklhKhT1fHp1b(gUp=sLUkB&)4029zj@0|YPP>2xGBGk>)Dd?maC6g!Q!GsyAj zlf`BS8I0+jF7FO>s{x(C955IyRc}=Eg^NDkw~;4Aa0&_*2cTxbzMR#eP212gFtV<$ zDJZW~xsr3bIM);nsR1KxhL6vAOhSyLuW$EccYF8|^-ORg$h*#>F_@63!}$>xYe1y> z=%A69-HkMoTD7F!>D-wFXWXLG1t?~8NM!$I7I4D_bZ0Dd*`E%+mKzx``H%Hc0BuOB z!^#tZqG7%WE0||Wcc-Z!D~$DL(>3t@p1Nl@wj35~{bKL0A%haiv1o)@>0Y=9N5w>B zlb`5zbAenxADd^B*5F{)6Sn!hcOMe%bAoaz3l<}Zja8|(lYIws#x4L3v;q+pfgpQ? z!HRE`;3}qYSg3*Bb(vnXsRvsl>@C8^sD9!Bx*{KmCXz>)cdplWp|EHh?b-v~^&V+{ zZM-sPD`FCAdl2M~P^+b%puelM=Z9Bbf>h>%pRKsmh};pMW2t5aG<_2-X{gjtj5C*i zj+PZIBJ~!9${H{}(}ef`RfkBDS6Eb*-?gF0Zudl4TS4ACHOtp{6~L&VZj2Y4XA2@$ zW2RAiKXAM7rZR4XU@nSQ$3#!*y%YkHK5|$qx|fe?b8qHUSep12y?N~314kv5jEM=E z(KH6Qx0V_ua-u2rJXTdqkTWT#&=GlhdZIINMCYARwQheDZs>+{by-{Bz~E}#1{E10 zSP;dZASY1f6A@7`B~>@f0jdAq8xs*ajO2)GqVhI%r~#1ld1Sy-dtYmS*-{Hc8456iDt)R zGH^SJNjd;(W&g33-+GUvAiebN?*5odBr5)AX>ohg^wiXZG-6;}C#@KvRT4H&^2*Uf z@=OEr0}~TVR9E9bb7VR7s0ABsN_#t9cXxM%7Meco6?d)bKeI0)0p5w-q*I~W7{n}= zqny%G>brvrkvzo>sJ{~`$2iX!y5R3qlF;Q3BOl=1$|%UQ-~N$-R0@Be1Rg^3l~?b0 z-Tu_pl0v-oBe8unqCeq9Z%Fa!95?ZzZD}-ogHTM+b*zzWAvM@>E@7up7t@saIEY3{ z%4*rrRBLP#@hc*Nd_AbNV@l}tU!9uBP0|Bo@orcNhsWr0pJmo`iNXZBNzh_kvJ(Vf zY^>(tmq{!*bT#Jtb~;NTAdK3*{C%QP*ru(PkRxpbfvS255*`xg6{`ymY{z+3#;Yj8 zJAH9wL`ks`qtQQE3BE2PX1!G#^p)79T<$*CXB$iiW{2f_(l#`<5}szTr6Bkm+XRxF zS#x4k+WBk_0hG=bdX8EA;%!mVWW(B9kOn(Unt5)lFQNhWqHhpF!@#MO#pWPI4NTwH z_f>42iR^P6PFnA@0K~}UAa+VTOt3q3Z#oFePcmA}Kupt`uIza2_Oq+DGc=A;iU~t- z;2DDWuKgO?**RqU;gP9(-3+XjT1me3EP1wx=zp zMw5M{EyCH^MMi%SWs~bB<>BHziQC=o_5u=tJ>(GVKkariChh#Y)?HbNF2y?(Hhxo#XWwInYuAP&UcKHi?+ z#@{oIb<0011&o~cc&<^Ds-gAkLp%x=2ZJ0+XfX&-pL7YK&Uhy^Uvu7SS-m9*D{H(} zM1ALxR1iu2Z`+}b@Dq}m;L2S0=e$yy!3)8%B)*QZZ@%1)HNAv7e^;RB?@cf1N!hsk zYGEC6##Kgg1nyajhj#c=?_wfDC2`j$AKR7QaI4&PjJ37nMg}c=Np?9HKc$c}@6Zy4 z``D?(7zDSMlOZW`L?a-mbxrjQOvDON{Tc)tQc_qkL0D4oO~}?_A?V4N5^FZmQE}OV z%u+)%HKdejg#1vw^n!7f2C(X6P63!CRQbGtCSPW?I)9tEQpL->aS>h-LnoAJgtDz_ ziuVz7Y*p#^;h?b({Q4=bQ34lqg(t3iD#;BmqXK!Rf2&2htYr5TMjMbW_IWIG@aESk z18rogM$Q5d?-7fsq_ruD5t{XZrG7_=HycdxPh41|K?rKK|-Tl&KTmhWx+15zl)``v!@f>2K-sO}4 z;wx6BYS|)5_$K0mBv5dC1SyNx-QDXa4l9+_x`V?*=fEy|jpNl-X_g1B!eVn>vI3Sx zsqChOnVGK5+9I)VJUl$ZPJ)9w@igkC%GzD{WwK!oc^R{KtKV}?V5Ii>?g(K-*2X5I zE}epgX1o2B#@y*J?8UGP{siFGB)$dmM$|epMIPp?ZL>g^?A~k}LsIzx$EHX)ri!@HoWH>FqIuK)WpSAs-@o~+B zC+iT&0(a{C29U;H^zgI``-i8=?lDtH(uQ=g>=%;Z=bE(N`cy4_oDyI7F$lyT3HHbk z7kq3v{dIpa|9sz#TkLejs|<7mKEA+!+WaH73i7{gqdkAY6t5B-_Up<hJEB!~=AGE_)8j*v_Ahnl+DiN@e*#hLQgkhw@jIW>t;DH`z|hDnCd zL;OBV8C!=9zAJsiL#0CgV6zl4VkSBC=AFr^2!beF--THikqIm0b;Hd7%zUpnx-=;{ zt}-sUd+*r^YbiC2tIQSzjIGD^bT3-py_+?I7?m(1tv2KRRAV(j@xh&fcYF z5{PTkv^6{5S5`EmT={^=2qAs<;JpJ2MJ(}wDy~1j`TBeP_YZIFjekBvkT(F8TxG?O zTI2P_G$Hr}3K+-g@zNOeYh^6s$eYft`SIq5Hr^^DfmY^4<|8u1LZv4 z8~q`lvVzI^`RFv~H9dBZC&E;Ax41IxfsF3pEvjvzPFtpQnRITE?O|=*$Z%%MxtcVn zS1U)^dImS#q%b@@kKN_F`8?0DMa8P}ZpYo$W1aK$SiiLHZwCZ=cEUZJV-4DIa{zK> z9QVx$XMr<+Fu!Z5B=?_ z&~L%p+d~xW%>8YzEA=bG-@Z;_z}mOdXc(ylxR{PPdGC^{_{b6dHYM*qjrLXNCTko? zrq53-OUqq1Fqk)&mPV@&w(nU>EnHuF!504=XX$pq*;l+5nAq+=*Xn#PPNX~vJs`?& zD8^REk7%tVtJ@(Y%|klaJsV7CfCp z^mFBq=NPrR`W!jY{%e1n^NbffGW~Sa3afbwvtZNN4%KYJ57}6k)#Kjt2R+{BFut2H zomu$E#b2EoiinCD4}H5gImL>+3Hcvq4}1BN6|~$?IZ&Cw*iC(_#T7i32UhwC8|;HA zLiC%|icwdXq)u0>-Bx6EoW0fwUGD^OAQq~kF^Q?=g3|IxU`<;v#4w&nqE=ed{dIEC z?5v0n7Qq4H#?hXkVgS)MGVr5V?a=D+%i|F!s!rl?ix$p>3!HGKdo~->&+r_iCbfmR zQw6g8)pSc_h%bk9Dox=wrmW@fd-0O8?-pIUSgNLz>$=jMuTmXku$|{JT~dya?bg?0 z=tYR2Cl}EHA0+{S7jPCBObX&eZ=brRxGCI{b#8_n=eJecdi>*04LCx3O7 zt|&YDa^|Sl*80gb{P+m&?~B0Kk?ykZ5R)>@{M@V^bTzA{AxGmECb1Bb{LVr{dlD1HbN%xwN#P`(@30w>f zg{AGV>4}xDu+L{nczA$WK2))rz?ic5ORRzfEk|1b`PSg=2NGMgdfPOVw72!8wFeL5 zy&b3^leH?n;mqz35+n$eS{r#BzxTsVSE7VHK&EQ$(KNz97D?h_j7k-x4#j2Jaac1Y z(kFvAiL=WV4NMWdAzsEXvvZJog^-G)BuZ$$BiOdDGf@pI-opOX=@ zOwE_gZ8{q28Z#w+xIT^O4Nyo8-<}?|81|;7rqoDovXE)yF#zuWyz~53R1s0=1+0IL$J$r z85E_SpPdEcx};R(q{;iY0mBaF+A3YCs8Sr0E;Ea{Q=0x46Eh zzjOb5^3C?o`d5P6U(X48wBUln=BY<9@OV%PxOD3oPwmI>kOmAtaV(~BPFT_M442%&l4BE z*^BN{AmRIkEf(gUk-4CI%`(*gaDS-)Wugi+OO)gykS}bVU*v_+*kifkqM7I#`~+!n zZ4o>F^1^Q=s3$Ah00hvin&XC8x ze@-!`-Dw>HP$5l|Z*#c`_zobQP)SUX&y>dg*()#b(eS7^>P3BXl7==V8WOxH$zs5( zgaZ`-o7Bwn3|RHvnC>rPQ@DpU+$V$u=9R7Qx(&j)Z-`vtw=WZ2-5x$a>G$g6zq=4Z z*dA-PZkJ3xc1mb_?!=$a+E-DqpJW=^(rbS{Yxl?xi^abPf4XW)n-O81c)qFk$P12_ zH(kc?-&x!I@VkdMH`vc8M)!P41B^QYpI=b#UbkCu<)Hk_0(i_F!*>U>iMJ;G{ADM7 z!PEXw$u51aqvqt>zi!_FDl(2;1d7=j=P3sDTHC}qo$B-!40N;!8TVhP=!f0g?P6gM z{?|asI|j%zr|{>?WR^3d#u)$&?6W-X)ps{XD&;1p-YOr8dl__kG3T>We^Y=f)Bj^f z=lKxh%VK?+ll-h{ArkxZySlQf+io_qp zT=$kgYlL}fmKXG=C?OK!y<0$pU_^{2jvx1vkER~jy}Q>a!}C|!$$E`G+y5zyZ9lUe zx3D_g^>5QaEMuEHzEerOR~-F5AZe;UDs^6pv#>kH60fgnBZ-$*aYH?`oR}XC{KIV1 z{3HA+aaKan9yn2XlQLhSbI+&Lv2R4HVN3gfUeVDl| z$VW_S!8x#;AwQuj}w?`@IHX6y>_C zIod%JF~Rg%umnY_fE!w@qHUXk+0ntSuzz|R6yl3uAuL(4b# zqjRxz#4QY0CZp@T&u~PV7qD#kHiv(Xc)kBKWM$jq>G~SrhKXD+w0ddldiBeWKR;c` zD5}fnb$A3$O=;~bk0G@`Yu#;@YiB)gO>2}tgUM$v=UAzz{Au$wmG<$ScHGq)bgjzW zn5c39$S*>i;0ci!zo!{A&)KH?dg=A#9T~ny!tW&0IOb=u!GZLr2Ng==#p-2O{%ZBs zZJOT|J_8EWhe7xZ-2pS*FrEs-B~taO}Y$;|99S0(u2qFU!6iGiVd%2)^A`jS?! zFD#u+DylxfLlDO(p=(xjkNWVg&*OpDvaH;CbgR{Uv0wXJdgi3kQwGoSIgG|9<>>P8 z__URLKobpYTkZmv@7{@P-5@QyXb0vpIV?0kODG|!V3;`H$~+gVg*pN{H@Qz4ji6B_ zd<~5y#mrX2JW(Q^_h_f#4bK7C-&7TYXqpdrLiR7^OkY<0CQ1BO#^FJotyDKl7~41$ ztB{RsS#QE-FnlLt?CM(5ykp!QaK5W-!#@dqJ@Is}iRWXnr|ec1JBjReWSRoC0sqJ6 z$`AeaegW~wZl28|Z_lpLrPk2v5NP3sUe;576S$XRW^DB;N7%rd4uZ8CT@D+?fSUbN zE`@ybO5;{J0=pbJ)Lu6}EW}ycx!h@{6;NC^B;7CI{qQwAb`*K{9nOTBAS)<{sy9%G zZi48WD({4gr?x^4Fs*c23x*qm>&s{j@KZy~n&sTNZuzD!zHW={M87yP9o@pIsTMHq z0;j_7rgqXeNel}AJRzWFp(r6Dqm>g=V}Ukjz8M9gp8JfaEMj-SdmO3fWxuJ;vT1`^ zUX>zFP*Lf-nS|OHZ9(M3sJG=9O zZ=viPj)Q~W55+??%5+9DK0cKK;%K>V0NFODt+51DP+Y$K;9Sp#;|5ruW13||Mc*SN zF9;1?g^rgxZrromuBN6T1q|*dGRwH~YJ^wFks$zZ zdK0zX{uIjL0crN#*0qOg?2_BF!5y&FVu3sq|CsWl;rtmnk!WMPoiZx85BgGrd)EI)_i;XcU?2=WkfM-=g@?P|w+ZoP=@Xfv)foV-%TM)rl< z{%pP}?Ys&JiB1-e-AlJZ?nRT z=ehhj8=zB>b9|QD+|2_xqs8IH%Cts&(&4hAj?JrQvip=gw!gWUNZfN``3|aLZQIeb zlzvszpI>#)igrmP*|TT*A0|yvO@`+hbN%LW2#0%a3Clh~lwkGyvhdtZi>(Nq;_}`m z1g(hF4ZzfcmgV|CS3F|1+I>s;bK>;lZ3My4T3Z#+Eb`Pp~O0}Y)(=X2-_6qb`NnN=+45M^UtpScNB+&kKmV&Ch zbdPFDboXkN;R`N^Fq=Q3-NzmJLkKd?5D)-QFC^;?0c? zHM822+|9J63pBO^7TqWd%PJ%F4G4R?bFX<@;j&X^oJ8j$5*5CG!}mDT(~HofEH7C- z9sZcqG3~?mw8YtFz5w5K!gfoYg;ywpjZGfV8P3@Jw(nXkssXQC(D!o>KPC0ni6|%S z+>f77uX0}u_xzys@24^^%xFky;nbS-;pI`3qX|y!IxGkjp!KyC{p?RL>6CF+>9&UQ zeoSJaBr)de5fm=PgBnJ=pZ4e-3n=@2Hw{4O zljY5|FB#E-^d43D?fJTz$f^tgV2axLxTcD*dU#l<0>HS+KGv6)mS!K$*GHC@hc7{f z{Li=Ps_4n1eS^8Fb0(fS#M$i91Q#Z!ro{9ze*nncd&docI&1&bA#{1&0=OH`+TXeP z=SfGeK3=t95ee=9*gi`8NqxkgTF-VxZ>c8zbdTq;>soz$khVn{U{`pgfr z!o@XX;c}<~Snjnj05m70u^eVs6G)to<<0d;^=A^>tGP@Iy?BC6A1@oZ9;0)=Do>Ky zbDQ4gT1$#p;Z<)jZG+4sJ#CWpr}l&{2Dik-V4*|`iPp|yV?q6vz`%_HgR}MzyQ1Ol*=^E;>IcSZ9 zNfO?ONlF@z@siDxT)WaB;c=IVNANgld6vZ>hk*=oTVvXeta*lrH=D69aN;MJgAAJ39rxH^F+WGEtSoQE@5+`a^ zMM9Q-_ciB>sfLM5IAtRpsdkfo7SY5VJ1H?7qrceu*IwFgw9BkXV0>2KUNU&3LG~Zs zko{mQGe0%E9%U2VscdiW>JUzafwU)#;nGac#n_G^Jn1}HbmY#_npre(tDtFmwvep_!}cr_{mW{8tM<_vV~0AFLkOkXtl&oQX#eNTuKuXgRQY zWB^$hhg33qVB^=K^^L|QEOgPsndCfZzRVw98=W1bcF;U)Sv7XY$S9F9aM@9)c@ap{ z*^A8-Mi_Wt!Y|g=>vvqu4%f)v2qoWazc+%NU@+TmV?t!y;6)|kS8T|verOTs;%-L5 zk<%2?Bw1hY{zggsekaT`B|csYQi*bZ03d9+Z@$vp!rn~e1V-*z^ZRgW)E(tG?6>Kg zq{=tlZpAX0$;Y4!iOpuoM395>r8h?(8mmozl^CK)7dJbH9v&B!^hJ|a(CV=_zsFVZ zBZ)*_wWzYCXx4FnvpqW>8N~+DQwq&?KYSl^2E=4;UY|sZ71Flb&yRWlhf(hlr-G8p z{!Alv>Y|sn^R2@#4nvAoe#t>YTNWD*%C)C5o##*nb~X1)28R|Rk0U|{neT+qJXt$Y zH8)vl2&`|rxv!Vp_F-DJs=j8TJOrRh>Ok}4T4d+u2BK!yOwq=l^-zW}Ib2@$uSo?P zkab`oKN#Y0@FgaanRfVyDuqd&nBO9)kMCiZDM=jS50UJYaajEdbgOZTCX>l9SJC7v zZ@FVRWG5RQyE2o2$2XQdAi5Xgj7f!u~ zj3D&w>{qY~4#OgZCy^Hi3gHtB5VpDRP@klT9hkVH$z~~Qb)W@)I~=?Pc<$t;-mM^_L}>9I@@2S+a4E!kd;z=O2k7_d-Y5{?ue-Sl&EV-cHpRCPoTnc*V1`VAK6FfsLQS&})-K z+k)2eAN(&-rZb`sxQQv8^)YX&D#TKdLP@|gg(YQ~L-R=ES6m_m1vydQpju}?_jqYJ zB~g%-CxoRA5{PVJemp3jGbzDQm|p-%CI%N1#pbI_#HIQdrU-<Qx8NP>(zq*tk^<%WyPlPI!my;LkH%}t&4#W?yK3P3^b8p~(*`$N7p*>1X)<=pB+BDyb9) zHm}Ap9s&wT&Tqs(F)Y@Ld?TFKQR>srA{O6?54U+-oxWS$_!5FZay<7i`-J=`Wa)J6 zchYWs5iAnpIR0I+q6>jd60MfSK5v2p(*(^#7*&aDHQ?R9+zgBZ_-^tb7%_=>>a0=l z5Bn8a${vDJT`B;6bS$gQ~?+=`+YZw*s)c3P*Ewn{+SN_?Zy!m*Odva(M z&P(G&G!TWG-|mm@#pSNLQXOxCanALT& zbovR%=MoDSo4BkUL`ACzsvTSz7?_vxPuAFUy+w}ieRVt<@j^TiJ$u1e5;T=EOhfFn zOU8jXWYB{&E0lo3NRiU<6Gna^hWzaMk_n4j^7*U5KEqa}rZPZ*dHhb$F&=Idjlr`V zQ(;K>WmoEr;i*DKJDqnRW`+)p7TZa2Fg{5NE7vcFZ{*2K&&^0>Zy~y>lBZrtN zON7n$1o0(KjsYVup^NVA0F5h`R z-E2Rv^FW(K(QE%q0dn|UN8s)HZ;|ro#Gu*L*;AZjP*C%}SWD3&;d5tQ?c!5m3zpUe z8O(D%F0`8s&Cxl0!&i%sVdC=2$|9U>ddQ9?+UI~A$t8eUwb@lts z9hy#yQx_BI&v6DizebU;>&d;On5k@xw4&Nx6e|39ZGAVc4Bp*+|8S5cg4Y($Vm+J5 zz0s8`7Iolp8_TMcTxJxT*+5o!xczsD>W;$oc6&R|^h(_N29%hya@XcE346GWe)JFe z_nyFpVhA@AdnPTgm{>Bu_je8iITnb#xcoDLzVQ8SlW6yO`N}8;O#RQu+LPoxCaql= zNyVNRwjgnI3R|KtgB7Kq5{$n?QDLD%W($sL&Dz?YAYR$<2R!z;pD?iY&Z2ai16+1s z_>b5&nO>d?Q5Drj)c|?7p-EQOv;GZ_(E!r5RPG9|P7l`Z-XvOq8 zLbUvIp6~j+7hMFY6`3pJoWAZH@73Vp?Bw5(EFc6AeAV15^z{XWX|{2M_pzbt`JQoi zo{?3(0PLj7l`J1j`Vu6=-Y5-oMXr0R2FOXhJ1{0(-`OyfF#s7R2c&W)dN0wCOqHe8 zafAs(h}~4eA>td))JfxZB_oS`^6dP&2)_S<-V&0Ji*qSDC?qHv{oNQFc~!5*W>qs6 zDPrW+BXL&z{ZV6RRkfYz(L&+}CKg_gYnXisix+3S^SHR_RIiNWdv}tto6|MH4?@ke zGXg208+H=?XzTGp3)7yS=S>KusHK*rMd54u_PZnpN2qVBkwT?p;_^(w({L7LoS63O zm6cr`;yGvcC`inbs%rPd4~RAczDY(Yw>eJ)dvqy_OWb9lTPCko6*Ty4kn|;(N5Yu` zExa;r7?U?*I96S6B%&G)ck+3k-j7D9Y64nU4VPk#pgWnT6=EmngfwUeSj-Z@doVU0 zj4`&Y(`5o6Ds{W~TJip7nr%!3mdH1vKozT4Gl-Ufo zrPWm29QePyCIq;K#Znu%=JS8P2AMvkGY1#=Jxcd}=B;ZNM1)9A%$3D5%n0s+(1iN$ zkZVP2Le6=}_7)_ZXhDn=dFMa5TTsaeoGyt2Uk!bm)e?Ey5d*2G1x98P)7eGAo+tjK zCtyi~m5UFn}xvonT+chn< zy2Q_bXZgt|y|Im{t}x=zhbT*w?(R5WnLK%!`P3Bp#NY^waZ}HVK-W&u&XIIeB zpy(FYyDj?392&5&hdybEb|p`-Y8Ue(NT_lvcyN3iaXL4SYzfIti^+v{w~$1^W=wQI z#IdTV(F8r+RILon4@i_^Q_c7EBp4x3f{(oy8wcTrK%C`vQr;1Q=|Zy7)z z;S`}{pLbZ4_Vp~iX^(g*O%KJqY)1@r$5fcKRO=dzCWXhJ_#hzwQf30cKR)yklrAhT z6cjZjkxB>1AMxJZ-l60iocYvd&@r>`{n$176(jz4d!_lsuY{;3lD>|%twCLxyXB-HQbO>gkd zOG!dd=KeTUGJqe=Z<;SV>>1~TLit!kHH~#Hj?L95#ALLSH?iD`ks1DK_R_ra>_LvF zM!p?AtV5XjC2~)1alRP$dTFVY7=nwsxJX-C97$#ke-BJ?yc4tiFin$xnxNyJ>xZRF zzu%jbex5z~$Lk}Gne`JnuH6#09Z?h#b)Be(m!bBs!OrbTFf2gcs6mbKV!Zeu5q7-o3?+DeOh*2?#!O-N9=~oh z-~87^I9`Lo_Ez>Lhdp_ye0WZE)o@(d_K9YzSiDZ1B7E?h;2==SFUZ~A{;|^MESv+g zJqZmV0;;TZYgUUKByR2EE?L4W@D`?Dl;A~7ML%iZ5aRQLp*}7B@rDl_(ZS~mPz-LzmAAwq;z^Pm zs&GwBF<%^<(@p%&o20tCHF?fk+t_80M>~J!B7g3=dh3B$x<4%Jg_h(`KpT5#Z!K?bLm@xR)qtwTh zDC7h91fG42CE$qN&(+hp7#fESUu`TR=|4~T)tw;VlW3n*(%i#A9aQm=F%>o3! zi=I1}M|10z;(n)yMKH0jp+^pwfUjov-r=HH1fPIM2VW^CKnC!8PBy9DX;)nk-aRGD zI6UqaX-nx6IVo3=i)lh6bARu~+D^MzO&2KWSd9&`SG$^<9Yp(U+`umy>6;Eo@c6lx z$mrrnifb)(oC`tMNO(Gia;`q`O_@D-7E zxuGGN7{~_s=EjzSloU;%fsCSJgLFk!dVTx!{M_75@0h`FtE9oJSBj<;Pi5Kd{n*l$ zhvnSaDPtm^$_wPD%{;7C7TJ~mn@?Sr3B}afn#@UQnpr`@9Q*bwTeNrUp{bx3_g{q~ zKU8k4!zAFwDU*g6TAK(cD=R2BSQLbby89e|P+W%vN{d@1L^% zi68mb)c3!x_eWs>((5h|`0dX>&X2(B2g-x0q-ePwo3JUv|K_&;bMyaKuW#9bw|$KZ zqWs%A`7exZf9!4l>D6lq)pI5P`hPg9{;Rk6U%&tV-t<3xlKv&Hwca{r61@K)I}*5%>483o0ukH_pdqXZuPZOe`#N zuRPLf&zG$o`=+LRc{~oA23Yp41Wp+D{BUsp0NgM4zb@(4h8Np2-h?9|i@nSTl@`pBM;BnG%1KaBMFgd*TXeBP}i z;OZR(wlR+Dys@Xw9&-Bc{;qBd1UI`cSq*nT$u5ubazG9;1^mNgt*p3HDX0|*u{}I^ zK4N3?GMbReJxpSfH0{1)L`HtB0Au5_rwCsDp&ib-#K3U;qSiknMq*XjT6Qq0 zlHQ)!!i6m?%995A-KTqZ1(~x{4799{7-zZ!(XezvvH+TnivU1CNvD@T`)Rv8YO&kU zE2VM(GCiD+Wuf9cb;|oqM*^{X3Tqh2}adVhG8ov=UccJYZB#=7vVgX zYMZ7_Q;f!v`3V%!Y8#V6q!a$(Gh9IY@=T^s&wsOb{k!Qp3w)wxisAsB$}LoQ_weKPm0U0=L1^&#I?q?97VIGXhGQ+@l9Y5 zT;`)$qJ0u>+}TKsys2mgiYgYv_)>i(uSAD|QYA-kgRaM!2{`6mGriiED0(A`z_AZI z+e1gPM>xL*IOY6uuMiGDszRO3R$DDjUraL6$;-)o{*7|Ylaa{CsC)^eKKZ*Rw28W~+as7rL11r7|m9D4}wx8DfwS{_(f#IE!xmP;F@Z?!Cs&mX%A zl1Ure)m675)++Vs!DA;Unf`c~#a$yrS4D&o1Q-eU_@~^VSfTxcLaH> zF%N4ZmlNi!5|EDnmMOX!@CkRm@r8%47SopEtiM<>*S6MQuCV=Gq&qY(73_)&4_ix3 zK7}(fmnY3}M_BUB{@uWJgFFixrzRl^o4U(R?ePn< z(~IO~E@4=tyuu0{l)L_(p5_5c0ROmC&Ah+cUfw29h?8V4ej%8|#o^2S{D94F%hb73 z>5rH@mTc`NitkpX3_2@mFve;=R~#jU?CnYwm6T*{{WNa6D>AYl7@Ceo@JJ&}6nXIt z|NJWf>z~Hh%a@17`P7>vad~?VR;@(i6+igC0yd_9>Kp-n-M5vf^>-uzGkn1`^|7&N zp{pQ?W~?F_{~V`9#UM~UHt)>4e=gSLgZ4X4F}H8qM9{ds{MzGC4x=Zm@OQ0y!mFOb zSc%L~G!ED9sp6APH+F(wSXx@l#CE5)aOTNsxxI2zX$_Y)+^mEv5GK1pu1^$3&tLvAB8XSGRsvtV zfAEyLhWON?z!HKR!P^mX!wauLbWP&oU5aV~wGQtdQu9MCW)}tcr5hXAqG|&T%)ji5 z&Cwl#A-0O!sV4<1wmGriL|3%3>Qnxl;HZ>>1$K88^#g0)(6HtM?PR5m3jH%_Xgm#ggn{~ zKlkgG^w0x|wv}gHec+1!P4~X5LXE)5t67<2@^$h*U5O`>?~xfoJK0u#kOjEftz>*# z?;bzvw!S7}1=h&BdKxaecXn1IY6N6|)@1H`On197mgW9e*o}3TmX<05ENwq6*DVjv zveDfu_j=?%W&iDGeEJT3vAuw}8V>i-!lFdAMz7TUf-r&lklm5^Z7LintHaxj$N#dw zk4j%p{2fmXdSwVR?$Ds}5z|v!8k6N7F(ehtIJXG^MaC*oK^sH&(Q9N1cpOtX=an!* zB#K%p4f= znkgZ51o5f%46~)=bm{vgrMbWASV+iE&usGP5%Wn9IS3;@ONua5?Lc#!`1nDSBR0a2 zP!0k-&s^uP#~UlW2CrIgZ)`qduXJiUKZ&w`aeaSyWvh^dZ>EEJt>*I?$omyi%Lk=k zAiU1A;aaOACd8l#{3PZhkf_$E*njwCrGl@Hx(w`Sr=+P*CPFS3wLmp4bLWQ5Ln|9v z?qfq`@WU6snT;kPHUrgBsk(uZ>zrv5{X^xaZ1t&CUF-4$`1U?jey2sD#qjaHh|lOI z1pp~SJRmirOJt5)O}yDiGORkHq@*Qi4;wpHwlA?;((C1*eaBbsU-64t?2J>^^(o1Z zAkw?T&bt-V_xWkb$~qFm!@~z1jC}e{F*1 z9x}T48jH+joH!`p3KCZyOsj3Exj&Ce`Uq%tch^GqfI_Y9DuLjI^xFDr<1yIh@4n@B z%=mDF29F%*(g!Pq!ynJQRl)Me^=|+dbCvEod9YJh^{Am{K)W13sd<4b&Ls^y&R_;P zQ!lTn_NGp`c|!-|{jW?_Bc{8itx zob5WpC&I72xq(()Kpw77>Whu`5O6+*wMAkjN@#Oxs6t2+xU%}`e6hh2Kb3;gpoah! zv308pkyFY(q?^TzTD3@TI&GFhfdiMU$K0*hXiSMaxI$1=p(l)!mUC%sj+mcF%xH6} z#)ZdUX3oy%V^Z?$WuH>xm1y&LxJj{HMuL`d4kEIH83kE;z!hG4_#sa%qstn+f)TQ;cKmBHit^sp~G&8*1Gd@SNt?v;Y_zObq z56q`ssr!nHW8!sqK_Dkrnu)9qHz#K&NUYZ3xe>vbW&KiyAWvJHmjCnkn`9mjbS0viBff;=42NtDAN(?kDF!22cw3VN?Y)b+S@wgzf=^w79qi!+pU|KE z+xYzs({`0a*u&Z)%C_d?t#TVuuLR1L2IFgNwZH1b7~Xu4$}xL=W}r|B=QDd+ZEeE- z0s##3i&zOvGGvclE-?IZj&DFv5T?jIB7XM41dO-^%14~9e5S=v=ut5MN>e2Gq@q$> z7PW7f1rNt>zpGGlu9YseXtt4*LJy^R47%u7aB(oCoxh#Ke_Xnvq9-=bZmIHR+n!5^ z4-5w&0<--%S9P9&vLNUiKCxI%M^TzV!+|(PfPVkAVtpv50DSOqJ)a+}WM^7rfqsEA z#3__~tIFYm4WUf3P_!rdmLLzwgh#?1AgFz~{m~NeMLkAV#7EFyH3J1@BY$pt%~h{~ z=F#1BALW|`zhD3ga;ot)F)~-6M1-Cx1M(}Sis~rf{0UQ;A=(ij7S#@qykId0_VlHj z`oKyO)#(ER4q#M4%$@3z7VoxCNVHr|6%M0@7T4p8uB;PV7HnZmyC*&9F6>FYCtLka z43AGCV7OKtrB80_TJg~YSp!f{Wk0$iS}ZvQ2t?hI`;!QW;3)+x0p`B4nEth_(D`e| z32~rO0kO8Ua>fJ{#rSGcntx(LkbV8n<==IGU!K%5yeXmkRGCMLfZ2~<|MqqC zj{*UAQTr$XbtR>#C~O4Y7S0j>Z1|N58G}bRHc4gVVE5tCjRJbx70WvcDvor@TUF#D zQFnMJw3Y2r?Zbz~jgv@f;7DacAQge)zJqVxu+&jT9|%TO`bsVW>5J%UHzCwP4^mW` zmc#S!rlc&BC1?VAAX7-r-9p0JYm+>V!Z--QSsd`r;-pGN_?U;=oP_G|8&3fl-6so$ z1tocnjO%7&3%eVg1hq9EemHd}?wpLR+kfk(`%JCrNxa_!}0w?&R6V4 z=r`tgLj!AG_A$UcRDcnTjMEg?nySuh`}_Oz6lOt8somVH%Qe3TX!i$gjF?=d^54>h z5p`yS(_NdwfRMaf>ms0yqFI<%78dj-*lcmO+_a~R>w*VqQRIAkXsyC{n+NuFc4%iN zBAmNlCwXS*?}r(XK)oScK-?%sHOxIkb11&DzGj#Ycn96pbYBh$qy9Z;WJo~S8Yub{ z_h$|}ztv!>KjEAfHt2d2*A_$0dx0G~AH`3imH%NC0NJ=+s zLb|)VySt@9a?>E){4bw==f?T(J?D<$*kk*$$By@@wdR^@&W3RCwx$*C-`#O<*&r5@ z7m;y_O#A=Z93jO{zhS_3taa*9;Hh3y9}54`7V};cOP@*}68Of6@M@;rN8@H9@V*|Z zz#3AWy;{LhnkPut_&CFXj9px}B8-bm9vC+d;=X`!AfS|pQBc#$f+Sh+fCW1y_VBL{ zGg5Q-b6<4wn7RzBiTDOkFowSeJi?8dbKqNPI(KbQ3w6EiQA1u>G(0#0q_hCDFB~90 zD#cLW;nS^hb*5ZVMXQgdndHZS;NDhc6iEX0os${^5;%Yf4f~E-4>Kv1Kri$dzd~g+S+pq_n#dkq4E=rtN z_d;BseA(@dyNgb&IyHTjmvc7o%!<>?Ll;L5B|~%HIhjvB$xwA>6igr=v?}p)UH!<9 zG)FlamOEjRGnmx6tMEJlWE*x}QP}Wq-kNTojR*7D=aR|fs8vN%rV4sC)F(f=VKskB z&`}gtW_iMAIWty@Y6Mu$A|C?iLWp#9bRNGJW;~aXhRRw2^0kxw+E>JQ!M%~hgzk(p zPEUjcowI&U2&TJ!9NF`~^fz9|cm=w5uQUe{`VL}BHz4ozJEh(ZUcR(^@#c@XzxPYx zbe^9Z1>uJ&^DgNX%JYUpPU7EqX0_PC3zT}3x^)I#Hd(5_^BQ?6egTESnrv=VWaE~M zWc$UN_#0_j;!9Iyy$@T^wDrCCJ>=w#2+tWZNhp6`vbpFX_io|7CPuyb8IP9qwAcR7 z5j1xaz9FlxIF2tXa_^GV}IA2j3UY9Os*7sT^8SA+}zpZ;>nlfrmN*0T-v zP^GtZM~({OZjL*olR>x*NNge40UJ&8^Z^v6b$`7sy$<1Qz!``=8mMxrurw|8H!yl= zrrQNEek$-qIoo7VCBEk9I%2B1fM41kMO=9J%2WRkE}?6v>d#IX1Pb?^KoP~W2l-xb zcIyq;&1Z;pra?j7mTSoLxhJ9mnTEWYpn;3Viz}T~p1ka0pEhGws*VU>OlrD<`gAi} zlW1c+yQiGcAq>Wt)^Cw`NbLxm>yri)mr?EtY3v6u5gRnA(O>1)I`FiIzjehoRMd~k zSTgm^hzUtK4y%q*+DcA7e#+sconKs}oK0iSqrqUYeQbPf8E?fAX^>e2Ni8U$D>CT7 z%V(i9R|IJHQ&CeZW+sgB-uVo2oG-%9(&xdV5-X(=S(>oLvYoCL_|CwcT;<*LFz3DP<(dAKW>)F2yFG{sI%E&{vy-0L%@pl(_lJHAct(eN3K7me=x#*Dx1_D zb^$^&V_TeZe20lBC z{jGk(@FtLN%j|L0HusqOXB*Tt{5KTvRAf>I4LSne->?@6eIRZ;(G^Xb6GvvICX0Jt z-W8tlErfju68c7-m1_gb|ANznE_wEPoF5~wexJbVDlRI}^&E=+cB|jXwj+u`&v;8k zCRylUsuS$P!$r{4Q28#Sa#wk;JM`rx&^Y(*b{n0z$?+wd{s-#-`oPJ|q_#5GkZC|=lXT%c*th{-< z12eJR4wiHlzn-rABHG&n(gHPdigX)YA~;P`bmsPc#-I)QA`UkvD&fWQyp`~kd)mOz zv~Alp-k*})JG;j{A?&d`Xd)lZRm5w%ZD_gvS}l{ew8Rf+Zw%<{?1h*4=BhRnvlHYn zwp@2|V<8)YF>3Tuhd(bG@5`OCinc^SfhYwzdBo)*pHxo|8PdH&rjX&S;@~@ymEW|T zP%DU2KgDGCh3iayI!My{pw^Vlo!oCLe=3Y<5bHY|o4Q2={H#?!`%+gm)Ew_!Ey{1_ zTt;h%L|Z%jIh@OPvVP|T-W|lcLo$3aG}V?{0kVRO;6eHY;ibhvwgEC<%u-uu^G$ig zKhY2B&exPh87EdtLu0?bZ#>um{GNme23tc{U1M;p-HtuWBMHqsJTV)gX%Tty9U=E7 zCi+4Y_~Lvsl*KBj0c8UN)CxW^0O~-t7Jr*qTwi*YnSCUQT8D32Td~EUNPHP}qLUlV z4OhN>M{F1R9&2)p>vL$Vn&Up<;&Nl4c5guVR=MsC6|<^-v9FAM#ywMy(y%@z@+)6I z$jXqYtWt_7be2jOkp=S}OH^YL0|7FQc95_dajNZ>jc(`o5~(HVj>Rr~bJISFy<7D* zXlgogpw)8E9xf?cS><9Uo#yF+VTODzr%;~Ag}wzwu#zU1Fuq zO|IbvcN}TF-$o6(1CT-{Q~gBmU)zt)Y-`-ay20se3})erKKe12+S1-geO&wnWYEKFj(fSM0Rl(O>LApYCdO}~P`{|Jruuz-(uW}o2MLg)n7bd{= z#GnofYqTcvL!OwAH&A3s-5LEpy|)uUfPg+q9oiKo4nu2OIT`)6&fdvMj+n;NlRhzp z8Sr;ns##8nBaT6y@Tx~^sMyJ4ql|$PT^CXs)awWi9#YP)70}*BLz`qoxQO-4Rf3Jk zC705#XxbgO{6J94iVu!uu>PD!s3?9}S8k*A=-V^UX9m;TqqJD=t_#C#&(3RW7yXNs z>?g9`y6{2t*?i(fwLMsSkTbSKpgZV#SOLVYF5b3jKcm!^eYmoM#~XoPCm}hMpPP%} zL-_6GVb#yPR0G)3r&F$lT6eY_d>)ZI#B3ZTMh5GxSM?jh;J8!dQcKX*%^~>A=|Dw7 zSa#TnMxquHUUiqT-Pl|0MYI#H0g?Bq?3Yv1u0{Y?~yapcn$p^H~($&kjp zt5w@V-b%_4xy#l}RGWd;Vs71Lkoe_5ckxiy;=-7d>efJa&gB^)0t(DqV~8Nw3bZa( z>ndZisY*$DV)Dli{>&$kn*wshY(4&p9_YkrRsS%FK!NR-=5q6RL232M?p04Xn1`DB z@x!QiDgJ9ty-|FVP71=`M~wo^+pXlqP9MUChEQ`&NebbRmr z)&f8hSs}2}S}~3U`@D+cp3ms__ME0hT%@Kp7wd-X6%d=LD$n*8d{uK2k-@#BHIHt4 z(j)%pp^b+26Nn;vVp8n=As$*{1r-boKyPy1)A9HZL%$e`uRbQ1LdYJnul9$ z-;GB+S1Il2Li4>H2W=wvCR4T$x;M`_lW-{Fo&wMh+t9>C%~ntuEa60H7A-BJsOA#8 zK%cQBBt$w^5+y?C&Dv_E)^tQI0Z8IfQcjulhVIhHHJvnLLO6XLT}-y8Dgz^2>63o`e z*}YHy18BdJ=4S&3?>Hir*+Vz##A!eJ1|lt_#SQ4SyaC)iLuG)#znp8GfOM@Ol#G!O z2|j=wg_W84*Hzr5ha<`P*)RQBVz$8%`b;UOjG%Q^3010xfSpr!$_*ie*m#v9!WR+n zC%b5zL#j>C`boaE!G@pu!olOe6dUk*`@@4JsW0%N59sqh-IA|`cPkg9=f?;!lj>ET zgM9A?M|rXYJfKcIZ1qv%qf*}^U-W-rtwHjP?>0bZ!VG~SunWaQXw=~=lu`bB(JX+2g}Z0 z+AbIPi7ihIP_M5QEi9@hLKSdq3V z#RS|EXoP^z^HImW4Wz>bG$d)(mE|3RY)rVW2r?XXtaA>zOLL5rQwAxFFjJ{8z}0ni zl%raHXOnwqdW!5<%H3j;!`JpS_qXVa2*L zpw2!kik+w~G?*i{TpR_&BswYiZBDsr1B`|wR_i=OzT42#GdN1R_s^8sX;=?{p$S-? z@ujytJgD8KYB`e9{LsxQ-AiS2e(x6wmq~&ry!Y(9#Ed~xQ=RNgR;XK76v6k9+`3#I z)rH79F_{xW;h=e<%i=yaJw+XmmY3=tL~ysyl)_u@FC8%<2UM?+Mbne{PPUlDl}h zO1dgUvf*7i`s@TlrDvQKIy_Z)pCDc#QB9_|5h=p!y*ssGdNVV$GsCu$1K5?N0nG%I z;aVPm(Of|ol)fyYvqSEFV07=^A38zw4R~MPeBZ~wiVQ1`N$`tctrf%t3ZLr$78#kkc zpL^Mw$E@WRc#^3YHBPE7&#ZTDFtz>WjM>9JEWClp^77J5?l)Ex`hun9auY2-zR|It z*$7)`<%^)5lK+prfaK+HLzeCIgz@jQx8uFnjZ=A07VmF>KZLaX$}Q@31b=q@1fGL| zw>TM>)!fvzt@q~Mx=H2Bqf$CFLMHD$b~GiAk3n_|*i5~_+{?>KJCx>5Yscm&eF@l8 z`Y}nvk6j5di5@;s;(f|H46uA#?R0`fG?i)$)KS?F#Ff~Er1~|m$Q$)xYD#@FJSck- z0-=su?4(v4aG%Kwod}I5WPcPuR94j~%ZQ^;NiTV$=#x`tda5Yq28P_Gd7?Ml#LoW_WmXmK*}*1eqrkW-8%liP?&ZoU&5w=`UQ}X zV}$$yPP%NHQVGmHqyKkDX&Xc&v4DUI?N{Jx);dM|+FV z(b3QpY{e7aJdt~@e*9=a$!JT}BbCtYxi6D~L%Mj}1ZH)5J($seCqivv!JqeVYrUkV zRK0g=PC-fO9SuT_y_WTCtGGZLy#hLmHV4N(!w(&m9(ldsYrKe41}bj?&PzmzLZKsFvs_TXjG`1J7hcD=(fpE6ls_4k~aG{8PibkvzTbbk86{OhC6 zb38}nt)k-*T-vC=n_j~W(27;!+v>Y8>GxI;C8Ns#)*P-Qd9V<8`W+lJ66;!w z_OMu~bl)25$csa@T3m4~Tm>Tn$;BgGVrhx@EiC44ls`-bcb3QpOD#An zl!wbI@Wh0a)CGkOfkIjuXs@aG1o7JZRg|pfc~#VnV?D`yga%_T5SkJS7^uo`9!lL3zG! zOI2X={Cxk|Y~EsPLZNeh9pYxPMr2xFsZ8o-x4uFZuVt;(D$lg09N#kp;ULM+Tl8A- zWXkeeV%mW>+@KKMFYxj%d7geNy8OEbPgE!&Qe7+|ilxu6X zI(@MlM@;Vg?-Y`4x^w!!E6RIbj(DfI(>iCa^D(54B#eEGO%R7o;t`|@QKB;Va7erx&*i@(;kB#GA;l_V~5_1{ge|K-d5 z&9eh8iXeL9Aw)TH)~}r)e|f|ZdPh1Jv7OyL zp=Je&55N`nhXw^CQ8(SG%8~qSZ?7i{yg%am3_ZS;oqzt0|KBU^FHizu;NH6s{Z`NL zYUf8O|Bz?X9m5=earzqw`yYSwKffXW6Dot`iGh*Pr^`ocT8aNVvt3@Modzl*tmcBE z&+q78-1C3_`1Wy>=a08EV5%+=K778J z{)No_^N0OUSK48SbaQ|9Ir%!^E(4>EH4mx#i>a~?v*kC%@qam${`|>%LK+yxh?bP) zom{^^aO3~w>m&U&2FB0nRN_Erkyc4_m0ZX8Qu14p(H$T7GGlh4+2@*Khb2-|#DsH`#Ola?n-iK+|q%*@P{WC8`?xvN``rR&knQ{?othIdp_5*)2Ia|8xmvS0-FS45u6 z>#1$fZU?fr_oGrzsp!Q8JWs!6g4&X%*3OJdDj6Xmz3WMaj@&}j+aZgccQu971o2vS z$Ro*&TCn|(x1M9W>V{@bbgw?WPI)2V3eRb$^ly5$0yl*r5RyjZgha2IG-wX|E#k)| zc1I}>bj(k3M&8;nqg_m!p%H4+`J50+*3TbYTwTj43Q~k6<{frUkX_dcFe&aFNa3``biPzZAT+EJJdtB8E*WR#Tkhw5gcTJDai5b5Mp`hMpcCX!*92^*78`l4E zSNbJz4qVD*omp9F2M8qqjN4B=$u7G+a627$$MrwUt7xjJw>ZbpFs5oPn@qZ#lL~Tb zE_}ZJf9!Jq+tB{!|1xmGd?&w_Z{>RRs&`>Q0)0t`Kmg$T6>{ThR5hAZ+9M!bo^L)q zc$YS~s^xJT6cxWF7y!@|HL}h#@Jc(`%+PnQf@8 zt#OQT>+oP=yWhQv*z4w9^=OKEMmab~*ZKgl{@dy=w>@Ko3YiIPI_{|opLHY}T%bPx zU|^mX=Kf&5vSnysAV^C~D>wziWF{>;cCh&Z9i1cfbGB60$q557hKrbLef^wC<9%UL zes=Y6Xf#))`kM&PmTRim7>DZBo}Ps0+`g&m?t;yOgY3?-mebRz^Sr)P(t&`#=|%t6 z?_+3$Q4Rf>M}2@YO6g%HrJ^?7DlGX)&c#Kz?q+yIw}*}wP`XeEaDNyDGQ7=XAgAu-54mgaQ&4tOV5w<^H|cl z`BpYKEJbRg7mAuKH_7^G0_w)KvIFJI*ON7M&N!D$MSDw&V$+#H^PQ*1TP`xI+Y9=~ z=S@cR?vn5*2GJUF3`_T4@1FnYTkuAfY?ta78@EBi#P`H-aEKTB&V=;5if(RQi!y~z z3}}puQgZotFCoJS2_>YZrF$!Zw480(?o2{LT!K_q)_KACCxhjDV@R#lqA)-^5s8Qj zQ_-@89r?}}rk_bJFKJGlV{AAXN6WQKjcN%COHd>vTEPf1(G){U863^YItV@c!9`eT zBX^4qIHpgOdHf1oIPXm&90%~q+oo6>;?IMmz?u#EJn~(JfZ(XwewKHk)d2Bup(+gr zm;PY?u&z{pO`3VDVrT*++a`9lJ^T*VnbmSZ2@s`KfjRKB79Pen~Vy#gCBf{ zgt<9x#F{8+IN#IVVj87wLbYShAQzoU7>u?nrxjaSYa9y7dVYC%;NxS2rxO)5H+PK3 zd3%c4Vw;ZZ1_bgX3F7JyMA19PmHr!&fygu6(6&M>K#cj{J~G=Wo)1gop8~FqJsObk z2E~oe2UryGiJ9vtT4yMz`n$_ld^0VxIyYBC)_ZM-)dYj3Olf5<8n6=8_>459jThVd zyFizVy3>qV&GhBKzyk>|#FDG70c7~-U zCH!y*7k2GpoTM$YCe10d3n)EKil1bymMV%GMOeu90?Ut_3$5jB8&2W?l$0dv`8Wh}ST1au{=oP27V7ow z6qj{#IwbF{--`2b382>y{;}=uVb$cvl2P@+Ag=h5EvZ)1`WtnZL-a;LKn!3v2lFwb zn-^tow{WXY;dD61;prP+-tY!_tmFif>|;W4i5u$y;*xWd4DeP05s!Pa4r32|InJwh zzCw7!dOsfTPNxjb&5O*xJq})%Be^~%^z8~_ybnSG-*~nN2n+X6Nvh7V-~J-G+BH6o zzxWmqzS9XBNsKbA9=0jHll8oY%E`%@YSZ!f_IN%Aa@gEq%yOZ1+(>PKR-O_Pi;a$+ zD@fQ5U+f)OocYDd%8KbbiYgx!x4mC7R0}W+V&_DEc+S;JW28*Vg?i?_{t5qY&;A!M zp>h!09QSWu`clWy5wEuq2F0%(;>xF!E8K?Q{Ho2@1|U+ zI(}!l+z4vjX2s%MHi>;YV&lsJ4h!^Avza|N%Kd568c6{c_a;3iuBT>kpwY&5C!1^M zR~uguzQ_<=i&#mS))h<3{h)@~gA(h+zT}wm3{>>EsuTp8HD`zE5f%bM>)ZMm+q+W0ZwI+#lfs(79wh z?;o-TjkW>Vn=BP=cd*a8rk2+3uQr}6O@rzbln-W$xix4gC{iJqBUya+yMzm+9%{iu ziXy$R2$ZY|07e)ZM`=K@mgjMk)R*7VvTQ;ixk_;)u6}yPvpTjCx;Oxur@B{X2=I~A zyLt~h|9)U)B^6+yO}m&|T1p26**>3wTw{vSs7kFqJ_4K`#F8cZPfTbVWiyBYgkg~X zhfa2qC@&YEH1EpsU7uq1it9UPUyToOv^*sCa*%v(SNNH+Y%79o_cvXDh;`)~d30=! z)J-y?3LG39wdN{uSj|dVu#=hD>G_w7#}a4WXT`R+>&+w(iMZCPA5rLrRTJ46fzAwp zQ|_~+q29{9TC(@uyO4a9^4;RZ>U*XNme^CsBGR4yruu}3Uy$FGwCZt4Cu0duslw<> zolLF#$VH_x?F)JbE-Ld(Z#r&F=naD-rgqBTwVnv`O+o310Q`RKn1Hq-n!PBehZ}m? z3%3?^LTCe*P{AD2fyG5djYIYTS4OL(xh><1uvseah)=3^3e6~y12?9|#*!*pE|dVj zDtpv^0L0uP2vqBEBn4R>Coy0=Lc?JGLkQttZu6mN5E%5=F8e7F?9;JT;w!>EWbdyo zuEGK7Ikj_pHlUU>F+=0=J>f%`mTYdJoL2aOfWsELr0MGbl}4+XWh&pe>EomA!XWlBg^~>fpu= zkO6S9ViTNg0|i7>*%saU2GQf5Fj2|a*qMbwI@0)tjmxfFgpM(w|BDkj4rA1OBiEA3 zA_>N0dn6$P^`4a6(HCV(z-Jf7*2*ZqSEukevJkr#=I{2m|0%=y&)0Pgk$}vX2~F#< z5A=i+Y}Qm<1$3fmf8BMwKp~Ivy~es7Ai0_n4%xQDqSSG{uh5waj&;uekeNlkH<&mo z!w1N@EUDt5VeOQm&IMw1cXXs4)gOwGtv8rnIFi!WE@o)CT~e#y+v-e22fCMPIAT7W z&9@aI=}`_$u?tNx*Jxaps9mA+T%5NRWLHaZb#K}Y#)zAx`MLozG2=wyonjmu918C4 zf_cU8VVJ@0q=KGYw>v6S8_1~36PN4J3J+S17rEOQ%eVZcfz;t`ZD|8knjF=t)`}Lx zhRYdbt`7%?_2R047;u!m&AKlPdZje1$F=5SwGs4uC4=N-vkTLVLhsV-Y|^NmSoMg8 zQ=z5*)7zfw{RNxREwL*C>VNA9{2lc(_`rN8yPilk7Lj|pTSC{XeB!5Cb^;4ln=h&` zJ6U+WDI$e{1&RaC?_Bo}5l!#HTQH|hEe)hCODxUYlxJM(Feo(yWO*JABmqGq%mN#U zs?SnjIn@q{eiHrEC-`fwmh&_=MAock}1>ijwXS$oN&F98t^}!#2R3`ud6^>#R;vhIhnvhn6yc|U} zHNQftl(CWl5V_oofH_HtJs2>VV@OhD4w>(HWi|3gxBrq<|K}<9PtR{bUTQvRkHz(D zMnSq;ml`Sw+~;STd|MQX2J)n5Ln@Ar@usYMLjv#%pCTcz-c{-8;5*XvXzzV=P%Y!~{YXSWf zr6!N{!#RxxG$jTQgsv#_(t(q((P5W3+D1W(40(vA?K5^59IOJJAYgcoX_(e6!w~JS zuA0R%?C+=OdE1q>prPJ$WWIbWR~(qX*Mi8qe^p2ZxwJJDmv0wAz$2mtPL4Aa)agBh zMp!2ENsHNp1YBy<89#lhw%uUWx-)76mT;vB%@zPMbh@kQ`*cK*g}+(&SGiZ5WO_z{ zpZekgZJoCX_FvJ07x7OMYf080pVB*?agnz*T@f%UnVFr^2+1`yYRimj;cE!6E$2g` zPokE*$%!&e9LaGN%p^G^Uw?QDngSt~i|>4fps2}cGPc7!S%@+g9WwN89+s0r0yAZ> zx`z60RgF%eR%$B2!RQq7qa>d1d6x~4+DO8R6S!P!Z!MANwFyOnhKb+GB04KyjcVOF zC?cgobv^btt z>h&F=$wX&EAtg3;-*W@Hf1}!ic3U!a*#j86vZhAai0^7lg>z;i-gdFtg$vLdMwCNo z5-?qx7uw7sL%!m+Sv?#iqoQL~w_K?=4X9nrjI+6}$Y0|(_!pC~eI0h1g;|j##3Seuy|iu33Xp(P?z_IbnFN~93ofLSoGB_I znvpxA-b=au6pe7QLu~|-ju=4X5=gH_)Ep8>o2OP+;<%oG$wziv+}d4^ z6r?g8olGI$sEmvmUUmd=rJaq9+#=tDMa$7wdED!?*3d=oZv{#trAi$g2D=OBDsuQ- zl81}VV$_LFhrH>&{3@EQz6WzXg>hqj5746k;!^E}4&yhVFu}=yHRSIv;(FcJmTR1PTV*$mToKaz z1}>z3eqP*fe{$j1&8_v0pJ!Wci?Ss0;Qc9^XGYuO7Mp|^k$&*f($}rtjn1Qw(cy$+ z`a~0afQ%uDBQFqDoiFMv+V>d0kQf+Cnxs?V$)| zT&zjRmsH%Bh0Q({L|!#>*Kuupd4P8Nb!72<(cr*97T1x7Z@5i<(OR;C{Y{^<#p3~;9p{1xpdKK&VucOkGA+xr_?{#_#_f-k0KE0Cd4#EA|* zO%eii*0#J5dbI*b#6){3ey=tlr&>>Idwfu9ylYLvK__c@+`c>Sm-P@_wf#-qRB#a0ZpYz2K=gJZb+QAq<=;e2Cdph z>$bBfyUky}eko*h`+ofNiS^;O&NHLw=po1hU8^+2ZLDzSYO<)TO|tKUYn z?3;=A5cmcK^c(Mq327h7e|=@Aw@mWAn2h$Q2cG26teqH8l6X7)%TV-&3Le2 zUz-PY7a)aS&LCd5+!#y%E?48TSdxg~d1S7ssrsG)mfoL+LcS|*d^Br(_<_4KQpcN~ z_H-(na(Q(T2BSkv(g&zj%hOC!<}o{g7|D~rv-HKF&L*D*OHff!$?K;cEdcqdHOaM-r8E$&e=YT24n6WJRwAu?Gn&GwtGEsww~=x zP|}=EZn$4c|}Ioo4k1OMVJ1sm$mnkF?_eD+g^-vBgioR9W5=RGO&Wzaq8Tx z`hUBiy@1$8!RqIzd&d{S&CNY9Fc38SX1C`Jp8eg##yx1B;&ZOg9QT_6cr*swv0SBE)LXuOC9toDg#d5Gd9fb zb$Gi8ULE5nm|YedV>F2)T0ops--&cc@8#!LJ-s5Jh={s*VHO(-;UY!@G2fC`jzm^Y zSvG$IPFO??$>8FtJo{Ksp|5-@2T9OZ_mQ-!uy@!|Nec6R)!ErG-4Co5_w06d4tP-y zLV3@}MLWRmndPX<$%(DCUKIwyC<;c~!du(y7M{+0)zb$5|DN%v61-%B;(N8|y+wVT z4#=Gbpllcn^#1Ud@}t=+MMvqB=tO=F@t%X2WurciXCjhFd)Kn1?*+{AF1$CBaqv!i zhEgE~-*LNPVe*$$=gheVX*g(8Djl8LJp6(5S#8e%K(cUm%=6wT0*Vi%R!%6_#pOn+ zKa*%;C0MmT4Sxw`-GE)lkYWBbIq2_TLr_{bdst1!;{u=Osgv5!+)_~Xej}n<_t7Gy zX-bZ%w)&Xu*!=_+fDS_Fw41%GT8z*+Y5>jNG&H!JPY#t$Z37j73wY}1O2Ov-VktPP1Lxw9>oO9? zs|UU?kCKrnoS1mC6=J(A^@HFa*394Mgm)_{!#=DYJ&DCdeXOJ71y!<21R}r4^Pd?6 z(i?zY=T8R8MFlWQs&i1whP|IOJIY)N(>&N{c?!wX|(y!I}%Hb=LZh0|qa0KGDTp0l`Mvl@_y4N?q z$$}zm-ciip;4WEZXFJ%MMk} z4^&$gOx!kKf}Zs?+y!fXwR?A+AK24RVCq=CGY;=aVCG5ndE#>ezr>u0t^K9q8nq%6 zL;Nl?bI$F!r4OZQ*AevK)Mi+<8fUR8UHcid93vgU_`a9oa>eask3ZDMNbT&a%+))B zWZT!!hF-*a(^ndG)hV#h0CPHT8=N9G1P4Fr8Kj!PkiI z;6f73cz%g|04$j?9WD=qT{l$9PMvtAG48(;j|KE#-2K)cGSP;RE~rYZBOL)Po|~e^ zHiedivG`peSjt=a{#a>^vgu-*oA}t7<9E3uBjcRRQB+h^;Kk)8o60H3<$RcB52l-> zrsop{k%uV@fVVlS`k|i5eCmAOwMyXN_OqbA_=$3&SEkeb831)|USB4XeFVxTfA9?k znW=(=9o4cfc)4&;VsEAjx}mYb45PrBT(l2k114XE;r_psAxx$qL(%SS=t=%+9jLZ} zh`m3Bf`xQ|l}h4_%9X(%OOdQ?tg4xMd~7Y;5a-H*lCoH6PH{Ts;J>_dI)@DC|IT7h zb#u1kQV_&6S@o>Wan2Y}x>N;z2ai3iqZZ)2&Y%-bH5c}dnkh*^aVkGQ|GO2go?z(* zhLbePQ|5Bq;oqH%CVr5K3dS|vU9mFF1VqaXQ>CvQciJm*)lJO84sqcnkV*K?&JCuk zi~|#MAo*_m&<1?A%T!7-Hpqzwyz$|ioDs8m^>|p4)^MNi)B?}*omwa_cUrqo80`79 zw-~1c9!=p&!FPnVpFe7a(`m9oEzz#hZa}8hYK-(pz)pAOd41vr1;~Q6xLp5zX8a@d z&V8?&{j+bn=i}q^rEv!ceYh}4h(<_=R}ZFh;~%f!;fOLQM$-Z~;8C=D4Jx*n3Q)qYSj0Y%z;i&jt=SQ<{Ay--9DteGu2c9yXs(5nBE zaC&;mk=%? zYlo2Qy(j8VPDuvLmJn~84l@NDzbDktkdx8AmHNGGnS=Qa_G!Yzl&hxBL!}zOa>Px} zrIZOmGwn?efbLy3+v=RjD{E^fi*q07C@FKU_k&_$Vgxui8k)md8qUP-A|v0Oo;$Sl z&5V7&$RUW2aQGE8*In`h=25dWO;K@juHe1!j3XW0=;n}P3i~g|>blwe@|atOUm_?W z0mB7sO;E}z%0-+CwXsg$rknIy+zPD?xHt)w?sDt1eWO7N3C%d$}cSkk}=d5EKGw)qN#cgbj z*;;CVa{%qzA`kWR;}wiKf*7xUY!};aHR$j*?n<4zR8~}Get;{Ta`U55Azt1}G<6}j zX#-n~G@fdm5fFte5{SnPAHpHyL0{idPMCXqe5uvslp-N1S)lU;tIn3&fi1_-2|t=u z5{GYU=qH=8(xVaHSxRcO4CrJ{ z-kf3Xa<&y${Y295ph->OFd#-pk7vFvm#jCChU8XWq6DNXi#mg+SLP-}K3}Ia+XmDgTq4Ra-%Xl~g%I+}`_1Ry!SvaN6vA->d(yA^*tBJE^uM z3wj@(1B)sGN&=)FK=PqUSs#!Y-vk^27MDV3Xbqt4uR};r_xVJZK8QJ5v8}NcklGOZeSM4HO+8;{VII^F}$+3#Qr z7nOJ7wexjPNNu8XvVi+armqk(Y|^jv4E{tO`wwcW>XW_Fi`O^2-&XF=aMe3x(c7*# zd&W+Y_v;jx`4-9T-PJnQ4!2so($dP_1aTPL8e+(}nJ$tZo|U~8{VmP)H(S9n%}d@V ztv2G7C_q0M$AD2%R;lyrYG>qzgh1blb=We)6BbEP7KnXw)J+ABpmzQ+==@a^qNf~) z#v>X*$TwX9@ROV{LZUk9o=;#@bpN45DE7&DFi=zxxoo-WFdn4M_tG(8B^`J)+-x9g zTM7vc&Bb35H|ofOX|lV9OUM%^PK}CqKhQ7c?98@h^G>ggl!KF_T+$~VXEzU<*5%>?!gJhMAAjWmT*f5u4RBJ48LR=6=6q(X2av{Re4Q5&JDXQC@l zvMWIDm-s>E5=v?d*Kd z`(VFLM#CTjhI8PuS{np( zd<~WrGm)5hYeh|LHX?edJhDWJ?N%a2@N9` z00j%vgYU?L$^xUHidjj6(vaR%)Nkz!0E;Sp8OcQAAG5erN3CaUwSr}A)j%Xdw_{KX z+0@{u1hHw9Wt(F$LTek~CW-IOyWd6F-1Wslb-x_MX5--STg20eCa;6bb_b0hIIgD` ziJxk(w_Ncl`+VYSqhmJFhtrf$%Oag-Mw*X<2GadE?au zsA?utYHH>HoB+r+Ql3s@6G&s0bgI?csKQlX>vWKyBI5IkIN|L{io6H#AuC8c2-0t& zy}-x^g%j}PXix4QWtE!3;=d1nJ^ArV7#Ai`aJ3KSb@T3IFAi+RIv8B55R%(CILK#H zFN13$;=UU;zju^Qa`#cX`Zd=V{srXVlU7jjV-_!X$;d?XP?P__~_U23?U z2Nz9CcGc{&o>oNU5pnyp5xGbN9P|--idWosI-SP+sKO>69omR`xxeAMm1e%b7JV<4@BZ_|B+s0j)eBEZA1N@ocXowLrpz^$Xs zgMc+?xQ=q6A#j@fOr*zdbp880=k+ z$U9v`8N`itA$J9oyG=;#b@^c1B1Jj{mDhKK`;R2}ZvEO=`mAqEU<-S2Fcp-NXo2Hc zA_mOe`4EYE7PoCBfXmW2KCVkeNte?&)6_qHcq>FDV_4cyZDRExFdq| zEg6`Su8sH&PT$%fne~6`Ht?>M1XQAH-K=a4-;Gy(R*+Wm$>B^5Nw3#P`hcbxi&Hf@k`x!)gL@K^ zvuq~WPK%cF^{MF=w{#~q{eqO(3pWYbvFXvK)oz-j?}J0s*(|GNc~}S$Wb}u4_?!xu z7=(^zS6Qho0!l9a@Ywm9kTkTk(=Zph2wkxQRuII7(bEm~0AnQ_Rr_W*caT<7Z`A+#eyeHivD1u&bjgdJemuP7% zv3v9dwMvORf*6o$efufu#>((l>|c_`Z?H$hv4=}TI^U#%_p@>*uk0~$KOzUuH4_9e z*`$IvW4QpDYgxRWUKU{j$jvhLRxOUO_IqXA zGS3;D+-vM#J&~=5>Ff2&Z#|w(gNAlojx_gs*EOV1x5Bw#>xl4e+}M4mO%SGXsIQ~O zajT4_a|p}j#0IIve?*P8;?l?kw_x-g@w+4*;GA0m6O@iOZf)|L^?_`NtvFSB2dCMKP>JVc4U6J}yhv#am4F9bRp zsX-a~fb;En5c3xs&%Ggmoc8t?PQNOm=l2?sKY|=WwOhZ2+1a1Q{Op_C&ncMoi|P5! znpYeFtnu;I=LP=vgq9@kBp<$;-_yt zA-%b~Gpl<0<`jGdGau7QRBzt46@6Qmo*(JM<*4{7N{D~jy98?MW;F=<^#Io!`f zaE_7eIifPv>dHqu%x!I9&t?=P!RP+gK~pF2?){-wQSqy=6uF`nRK-MAai=L^)_D0s zIN!Vr;*+g)aRJ|HY*x5~q4-0K`<)d_VvF@^DrqSvu@p9+Rg9Bc0unTV!H?NRRd8Po zmr-n^6GYRs<5oD!GHGXw$HOhf%ku4dhj^}XlR7^7tDoaZiKK_H1z@c&o9=i4->GP+ z6*G$8)<`lh?sz0sx|3YAvEQMgV@}LfkSOgihs}u&>KYs8X+pA9F-19?;3Q>doo>js z5eI~`KoG+&$98v;@6I_m*=4#Mygz>%0(wwmrWNm+{%$VJ$&9$Lng z1y`RGryCq&m7QBF#^zZplOPbbjQT7?7!Nl0vy$*H-oj^izv|jmn#T6<|KS<&bHq`z zFC3rJJLR(VX4?&D)7K@cOtT}8V--Kv&Tw^E`-d~e?<|XdkxVz{r>F?Upo#cjlh9-U zQd2AC|1tI!P*rbh_pl-gNTYzXbcd8QDBay94U(Ib7Nw-SyF{Fd^?* z70e6p9g&PO3pLl%>ymnhC&H1Hx9=Goj_UiA#u{SdpxDn+nq(0cRQIT-PSr!p*;enD?EH6sk|zu8#xB-O-a@ZB**8J}Bdpy>1sh z#fNo#cl02+EqusCo%Ja;=g?Cs;bcC1xP>xdSVZhm=|HQuZ{I2>8lg3orf%maVqHkT z_x)Cu?71DGSHUdfb9r@@W2OI1R8);HoQ&GYEvmArs!mwntmBx5mPRo?El$%SW8OSx zu_Iy^2cn7Q5x}#_9hx<>abuwd5}^01});i;;pYb&$GoMcH?X!=vMi z&d7I@l5Yn5aSf>zW|WM3D~P@jpwbiYq6$V=_mTXPu(7tzthPMxEYP#;f@He{j=lk#TS(e*e^HVDcG_U#k%CZPwN&#AkGdddV z1{$ov1Qu2xJ@GAeTQMw{tVOitWTlnfwyag5H3ai9bF*-fgfkf3wHi5j2Mg zvXTOUs=82G@?w8})6K5t-VPT(W33xcu;&CKt(T=KWB&nt<%p&Pt{pg^y;a)H_rZfAuH7-A4Fk zh(Aaqk`_`a?og163eZ(-BgOJs@$pvBLoV--!AGbGi~7Q z+0m{=FWEr1G6^cP?yEoUM+)KKAjjL!KQ&m_9Q!7n(@M5YgVN6&GDR>P$z^9j_6Mf)8ELB<^!_x3}J(RX#JzthH;&ll|DEo1reWT^F#O+-=Q6xoh^mh z*mrZM`10#vVJ9Ys#`YyDk|I(msX2LSu+mL;eZ6g=z2xsmg*3tJ9SAO zF8pg9!bYol?}lfI)?&Iku^`*(P1{YXGya{DImKNYUvsZ80j3|qeShv=pDon-HmA5g z%#$2qYpZ})ar^T+#J2Qm6m9;SdWh{uKe*3esMRc0>Ai=%{reS^<31qYtsZSj!UgK{ zz3B$xn8O=GKlg?jjkl1oQupR^!#S)_gXlCE{M!R@x{y8{=7n!lao#4dVYTTn3=EPd z7bzg|YH20WAXv-dX}5p3^er6KMC0I3uxur4m(irBdp|6?33e{vLRwLaE65;;kPkzF zxcpAuE`-w_VWz@ar9-+f+G2a;Uc3Q4LJxXd&JrEE{Q11QqyyFs-j*U1P7qfiD5nV1;THI6F#nSj}i1 z$Y6stsTBJnmM&=;KGv&~X^YVB8bx$rBZ>xrxEG7_e;m zFJ$E5i$NjSSELtM>@EzhSC?g2M6Ftg_?Rd!j#HFl zgNoX8_JzKZoVDL`L^663aw%N#0p9Csv_<3b;K0Cj8Lelt4qILFEiSe?`49*j6%`$s zB|bMjF_N7;4}mjAaCtPUA7kEpi2v8UtC-*GER69UfPLWXeUM`#Y`;NR$Zw{yg8gHG z1qzwn33W{56&aj^jvld;;~K6Zm9W=Pgp+_L3mCP?Bp)4FbD(2M@?JMB}?Zz`=MAKoW{okWndndQ^8#FQdAcdizT;N-ND1z-i zuKd}yX$0n!v4)O+vNZ3tu@?z`&2q4|HO4kw4B_N_@yrG%t;ngp2zXh51+pV0%b_&0 zlxaw74tTZ(u?Sa`%ay^f#!uK<4Nf=_x5c2f_MzJ8Ch84`xX&o9bR zVaxdnu|R%-3-asmbT^OV(S)EG*+L-?b0}wI!j#ABc;V}!gls9(Fkw~$zXVe%k;BnMkeR5y6BTMtJVr?W_{{{P|HNpYYDlO!?F2O~$je=FwZY`Krr%_or)J`H1+V z$@cp^d_zO)Ce%K!!bANu>uhCpsD_ysO`b4?9Oxw_?VXIi=%HX^JFr-b`Ez_!@%xn7 z%m1RF*QoD>LN4TWts5-X`I?j7z%6PtZc?}{a1oji_Ff!gAp3Axm{PVctB-Tk_JPt|QU9lWLtYJQ%kGCo~Cck6W${>bOy9SLeU_+rPfFxqL2o;8?tVJj_&H_Z*)1{n|d8 zMid(wvobbw4nZIuX98Y)A#nc@7JZ*?yUH5*qDlwbrogzHG_}iOZ6(z61G-T%6o!%c zue1Idn>PymdvLX)0_yD=+O&tYgWUKMKwnx;3t(>>!S7Rl!nuXo6H_LU=i@?LM*cqs zBD$7q=EWC{HgC749NCaRgrjIIVOQ%-@O0}PmLlv?7S*e3i+-wvb!!X?YW%TF!3%UY zm0->HtLfMUtm;zO&XzAQ&mcI0E#Lo=*Z!TF%pXz{F8laxY1{E=XV>iPO{L^BVGyzg zw_tt8%4gG8w7edMWA?k#1AC7}S-xP-J$1-38i*4j7Gj>q%46~=Qe$(+Xe$#D7HV!f zzsuH8PWr__R2b2v8@HW$VDI^(C0t1JEq^Rd;MpM#F=tsvb4;9zOX42TU151CS&skqqk5tcY0V zPYrFwvPX6sp^sOZkKw@@j)Tx;+nq_#qjjV=s7ETQY9$|j25lD~+g=PpNEOgAF(K3W zd4)?>TG^sPUH&5pus$R-iewHkSY>XSbmK~;C@%cBR`fStXAGC56gq?8 zh@Ou~wrgoC)w_z<(b)#WJmf!fe?IxG*>b2tl;hu{c`3K2o7ypcQ@(0*5a?&EqRr zeP~<(z4ElZhn^>QPqyIfwTx9bY6ueleyB~8!LBbf9}1V>5@zIk#RcoBCo+aq^(22HLc`F+@Fc(j}1!8FM-(lJ=JiY>SOpk z2QScRwo}3AI|mcZ#TcvvxkSd*??~aN`BKSDE{%-52c4KV%?pEsKSb@UR~Q{-uepJT z@-X@=rv$a7&EH+wHw1V$HQhw#Cit!-{xDE@sVD3txvsroQ4yLwmXnhkdrbg0!V)`! zH&NJj{5nbR24k^MzE}h12#K#H)?&K+>jIX*prJi)xgueucxTewj$wbyd+D1Ga6a>A zHQGZZxPL+Xe**oHFBsH-qU1W9fV)GNAnly@<_rI~l?rQU3La1cn36AcCvwp@9C+5g ztvJ(rcNri2xv7bO`|?6gY&GWeTpW$AC#sDZubRn{vQ7YTEp#Pa2uYq$@S`QC>6!w1 zJ8`+NgZ%+yh|d0lQEsOAntU*RbN43MrjQ@DDCSGtl=p5g(IZ1R9hBzk9mBt{(RAL1 z)n7Qr%~`ef-ym>eWn>yr_~1_U_l*g9(Za!R3#JPrDqe1_k<&ji@N^-kmkwi~L_6yl zZ;$HP%~!&CYaj8v=Z$qMikOHtyr+);(mKZRD3?&HW zi)M&eLLncBsT^lrSzhjIN%SBgLV+VE6@Bj@y73&$T7a=_->=4Dil&s$JJm@qj8d#H zs*vzFLNsa$&3dm&1AYAks)>i#Z*D$rNyXBCNoU6u>Mb(Gto^iEn#X^v%13>T7M%$Fq0FqxtTAg#T-r zg^sde6)&&XQ^TrDU7&{d?)q#y*w56=Z4&9>HUy9|1pR~+eO2`II18uFq^ux00it}d zvAQ;Bc3Bw_AW%%0{AKAmhPOg^T^aY3ih50SH1~BA`$!z(xj{-P6+XB1)dFQaZvu2^6fW zudZMw+V_rn{70|(ITucU9Ua&&lCn>#LN*BCS(en!O!5X{%~Si$KPHkUY6{|h6cu0^ z9LsmEB_n2{mjH6IexRhiU1sU!3L^K&EAHLe|f02=LLm>i23 zvymPdIt+RPV4S|I3{?7vzkKcZQV5~(^%G|>w$yc|BmUxq1Zp-lZf8`?spA|aXv)cn zfl4vUv}7VO#Ibt?^6?9YhB&G+Oa)3ZBTmQqK~4k(mxW!zuf*NrNCJ%<39bBj zs~jT+&5`J>9IpCZl9bCNj@8FUzH2iTRE9b}<7J`8)5ntD{GQIKEl)J!`hcQ0IO-Qx z`}W4LzO&h{bM6;eRD`x*3$lTyCy;ywxLL ziTW&%)>8Aj)#VS;rAL%>O0HcLEaS?^p#IkBHnk5MR%dnt3FInNT3oa}!P%s$x^{lS zBj>CHs|>lXauJ-(?{CwP-%c#e>ZA5n6xUGAv zdrl-_eZ@7p8r#s&K(@Dy8ffr%PNl4SV?sx#uCE)`9M7V;LQ{yC;y}-ytKQSE9S8kK7XD zl195y#OtMh8>SlawJo_z9dg$E&X1M_E#zXH}(5pU+~RAdm~`+N%aSf<{Kf` zTC+rzmfGahmnXEeIE7{VaC&(^8_5t|?gWm6Nj(m8?7DFOAZt1kKWdhC=3Hje`iu7Z zzexKJ6haRlsT5%mhNm!g>Gkzc-Hndnz_Y0>Qw z&hgjbf1q9edi+2BLAfl{+S=O6+FBZq`3VX{6aW0< zXE<2C13jpmPPBhd?SBvR|MM3Tf{zFrBm^-o|4U<`@{dq}vX=!^8Qq<|Y4!Ckc@#w? zrZ}e7_SPA6njGO}WiMi5S!VT8^YZ+_7?ZuptTxs)9E>@^22Zeej=QrtHC@)R;$txd z*B`HwFC32VU_{@u^FKf0zc>lt@1)S8qNEOtE8p)N=r-9qyY4? zJNM1W6MCo`lAc2i|1AI&b*x67<~N@d&`4ijn2cm&!u$ie`cJpw1A>R2pBRVJ33S1g zJ>Kq=bBLVWut*`q+}oW9s803smbZ-kx5@3Svh2PcZ&g^j`ZpaXfZJ<#k3S~XRfBU zi)79h`4V3IdC_vhf6Ps1^(z+tmme{px$<~`!uq5Ou5Ix!IrJGCC+@!|QlSdbKw z*nxca%=$W}jG`i`rK#xrycV;~+DpHtB#}c1Ttr-)P_o+{%kE@FGKhj@Bht!8yVG7@ zzCKa?@KVApA-bR-Fm>(&{-39R1F*t`kzxMH*!|aO`uA&6E)4bbsn<@Ud@9mhwhj4~ zvE{;RghWo~@UO1IyR}|kf(g=riyeT=g0IRZe0yin=TvL;3k^LwLhgMF;%R6gSTIRh ztp4Z}4jve4@G$GOlRSTp@Old4FJIU#qR(n+bc`{;QtdxQ0$Gr zF4BAKu+dtypW@*kO9yX=z>rt1(G1n+;CTu#xE;BKk7hqn#w8`se%Qbp85ud!7Spp; zW_OKW>%tPH<@AekYcAi%8gAIo^Y2hW2toxCg2aEDN~NJd-T2_&mT6!R5f&!4G&&Lj z$mZ4#no5Z5U=gc}ZIzvkP3q?810T_HP;VKS$wd>c>E93^GDy{S7F6V)<27fgyY; z8MCsh1e!`UG1#`oZd*=FPM*#26EZb9DWkG4a~gVTV|`3PN9O_fd!p1zg;_EF%4{pj zaJw_^zH7ZnLMS(|q<@AcevnJw2s}OhZyyKUV{mY9Wo_%di3yg1qN1eHl%3H|%&*a! zGKWN5Aa~rr<~#$0jeNUW2V^qke*SQ4)j?vyIufwN=CC8Fx37=cziX^5Rs+UcKDjt4 zB09S0EHO4#a6$z-B09N96ZyrTXGSLe5j1bbx5fY8BJ}s!=BpzfY;q?!I^BIAP1hl3 zXUAeb(-{BkWM7;qOIqQ5;xr!+PHtRR#Ba=c`O~1}$@%*{lp=|oCdzZAcI1gXu1UxF zX@i3(4^Z9Z#VqyfFd1C{{_E?R7F5zw(<`SDn+wJK8G=02z?+u)6q@%pXXgL+t(zwB z=$}uV95NySw=6VFeuRQ-?KzmPiP`^xq@fafhk@&i;pgiL3`Y62T~2997er)_Z*S^` zb3*yMzIt)S*@hlpY;Et0B)EaGU1t!#cV8k?BCs-I&d=Fz#p$x8Izm`oTghE$)O76} zN=={V_&a{rf+roy^f38vW0q(NzYh|#<(@6zcP6n~%oeuT;&E98(De3gzV9^v9=-Bk z64TPqYOPnX%_qwv=`?G_#;Pn1T{xZef8kv zX=OPo9|ZVa!qldO+&F$81B3O!P-1f9{ds=i>?whPvBqq8Vzo6~VN=J2%x3(@(|UM6 zkX>~WiZTAHB>$NYha3g$D3|6g2>=_|jL(z4D#*x)aN6(bohKTj=k@f@Kdf2X6p}+j zFFo+FSRey-L2>M^Xte63pE5Ka~dVD>#Ob3iAn^Lsvb`n3ZC*hx{l zmO0@8rh4X0y$kx1xPu@yHFX$+RybL3Iyr&1&~1zJgQ#tf>d)EeqsQD(v{DCUTQe0e z?XGAPm6c7YTQ|xuRk+ppp1_>QvpPBne*ieN5Jn*G8&55lJJBcNZ{Yvi-UZ>O|R#!bY{!Kr%;Mx{~@$~FfF<*<+s-oPUziY`_f z$h}?y+7e}gveKC(uw5jj78kE5h>nK2ytL0eTowuiD;;Cwx8Z#dR{b4+hlkyGK7X_u z8pji?E4R5Ujsag-ckDQ&qHihmN-q4)_5vX}rhkxY{&QUY*QHHKg?4eR3vtPkz?Yt) z8SLuo%Pu`)EG?@bH8LUx8YvPSd#H~hrTRJp8?rw~vw>+jPo$dl}qRyU&`X@y=7Y>2glnc<9U2$$8V=d_>*HQ^%r(>PRGf zt~>#?ru*H2K#rs=Gt<$aV#fdCa`4p=zFvbmIy|>b;;*bKBX+jGM(rT@t2Q;J@xUOy z2xZU;69DbdH%TDO2#JSuQ*Qb`<|6I4Qd$xR!O>1xNi zX~T=+=4o?5lbIq*OM~^dPNPL$M>YlnCsK|Ts~AFHE{Cg)m>@{HNmO|Nj0DexgBL zXkK7R@!X?*EIXGABpOAGNRXfU#LNl0O4wO8H%h|eL{D8024$Vrc?m)}I~HbZ%xO>I zwsWg)y2zu3EZy%h<5={z_|dO-=50Q^UA8AHOewkC@pyScZ$_3C5zHjdWu}F$ zE?K5;zXcWlqdGN418wGWgLn%QlXpQuNXUIl^_darq6{T(U_XB*`rKrs0sDUzLadAp0pV%h)Q zgjx3jrD1ih_Hy&K9r>S0!5HB&+zuYHCsnp@EhKrbPBsOPh9nOsUQ~QZhUf_o12j3k?$sX^)8GkIe$PtHkXR0XKa&RJ} zqetp%n7Z29Ha%V*=tQRjZZHx)hmeWMrc=lE@<{A63JQCK!5TuiOu-b8=KtA_63b9+9U_aU|TpRf0iVwN`UkrPw==7~fcThxQV!IYTw z(0?-BsmASSN{j=-=vU9_IK1zEZBwz+1hfrkWWCeVes{M;RU*qG8Fjxn@9%u+H0lND z`lU`Ls@(GHd|M0Fe>4-@F8+|^fKZ7woZxeRWDCS&0tWL>PR0X+c%=7TFRlQ4y$;L*W-2H3oTpBRRRfnZ42v-6QJw0J^IoO^u#98Xt0qb4vvd^AmMZRytlTbc-`#ok$0Q_$^ic(OQ^j7 z**osg%**Rk;Y+e-D~Xu+zz2`u=x$ADzWhc_@l@_F6<-K8748y*^TdEb80nTl#T8_| z3E)dtw*>b>mpeR%vrN2$ngWnRIA*6=fXLNfw;U_1U{xTaA{E>m@vGGv7uv_SX6WxW zGBdq3pGqZb;Nq4byPyR80A;rurmG$QxaH9u&MjL>l@fYo7jYaSB{`#gsW?HWg$`+f z;fPKD92N4LNpH!S&hGB8v)ySvkWvTL@7;La&W;y`co#1DELl(=iC&!+xrqS_7*nU7 z1Hc?e*+t1IEX)$8Ihtx%e}u>5lF*+VoVpUBU=NeS@G0bM=V*lXhxE6{bQcCp zpXo#|j~A%ln5jINnK`Y}>Ho4;RIHe@$d#w1lZMDeTyPZ>l z+;vq@G;zZtJKTa>c4HNc?`&xaZGC(ss!_mLR$7D9r58Q(Ua?3?L5XUj{;WOS72gtu zarrE=pnzq{VW;znI9^xZSR@zsT+Rz0;mGEkzhH#F8qI=e&`$Jy+Oz&Nnn|LL6Mr34 z{PJxILE{leWHIgK6(UQzyq$mP{SO_|vrxyLXxd>qv4PGE6D9&#T>^)<%1%2&!p6ND zs5?nEv5lH|@7C#C2VY3vhiGUfh-&zdAZ{!ufBPIn5S(%Ea_}wg+-Ko70qW+qGa|LU z@n%cCU~(O%2eXWG02*UkW#|mg`C%kr>n*(9crct_{$|Nkk!f2sq>VD z*UdizjI9Tg4cECPx7zn8flY&cyG3S|#auztSE#y@ zy5KTHmT>o~2VNO z@6239{ctW&hGe*7Y?hrcKc|uSfL*tZ&5ypNiFjWNBU@$BctbZM$xcvJ|Ag<`KkoL{ z!<@m@Hb8~!*9X?)93@fE11@Lur)OkRtYJ_$t|kw4jlq)K z3wLhWsVMiRD;sQf-5fPmn|6JtyQvP7!NG54neJbsc<-Px$+hKDTS#uk!i3jyF*UK9 z2S!Dgr`+m;S+(UQNJ`2E)1KNWh$OsqJIu4kv@w)SA0B2@tNDnCr<;ukna`Q?paU#T z9qW@pds3~iz+@K}EZ}c-esUqttAGS<@2>jEp^v5Mae?XkPd6(S+PQ5-^(P1ox52z7 z%II%G8yfILCo3?u-2wqtqwIAuRQMSHA0A4Qd_q6>d96I}4hPORHiqOCy6JfWMTrn< zv2lb6+)Kagt7o2c_YC9}BYL+mV29I>|F)6<{jKpUk49IgAs{qXypY^1W`4_*&Ex7c z4EDWM(D5PmA?oEs{>YA=nx=|+hC!zR9FG~GPz71vY$Z3e?! z6s)iMr=>uB4%amlNGq4yvX8k+e|Jn3!zXqS{i-B-kGVR47{i3^_ z2{B*dslEiB%y%_@Ho>rN50Id8kyiR1SK9k9TL#P7a!pBpoIneZki~9a8W8|NN!jdF z*SEW)HOr0AOzH3dwE+LR{(iPOW`BZe~xo@_dN;H3smyteC1^d=JIRq?Z)df zb+wXU!_)(mp#dN$q+p~{W2&3C)FE3J6%cg4;txC!cKG_1Eg~A$4OnMxNSv@^zj5*1 z)BS@>rwes>`0Wq*`Wt(;d|CiUZ~sW2!R?xxi%dvN6rt&}xtNblbPew&8I2BtmvM7@ zTySMr;DlOvGbGq;l7g=HZs^b6GGz?K%GNfeBZ{6#dx6e&a~PfFKxZ(;jjFx~A?=e) zZf3;tJ3RWcCr}06pI=2#M2C6LL@e&tj3sEk9EF9#idB8tXTbxe2e@ zE7{TEcEKDKJ#TV%rrw2=(`B2{hP#%d)N$GT{@{+ymH&geq8Ce zW-C60i^5A5+IpzLBv_$_6kg|uBmF#WUt)YHFNQEY$(NR1C>SRI?ACyw-bvEa9zyCf z^CkjRZI;HYh}bBF(7e$_8V2x7Vn{CxO{}>4dPUYKMH4(TmYW)1V%dT16jzUQuwcuH zpwQ0v6DFjReB}xs)e1UT6)U@MgE&CMyT@m1Vj_b|eI&v#|k9SXgQZg`n#*-=7(=`5oB%GK+r|EJM^~uq3nAm?U zN9xvRvvfkPI~4|oH!kpV$wb~xwQ>>4s>F<$7oQMv0H~h{UVYrzc#MK#v|TWBP6hNt zHki3N)hmy8(CduFp{;F>H`$svYnqW{0ircLt19o9viZSU_ZQ1QZ$S?kxCO-h!2xkY zl1sQR=Cj|@sxbI#xu2rX37$&z*rR>i*1o@^HwWg+Kkw z2l50>ILUNkNwJgREA@P=$J3ptn@eGQrl+QIj$f~5<>scPeQ}H^d0nny zM>q2Z8P%IL^XueGN7hre67Gj4xf}y(Bugp-I6s7aMYZ5U6Kj$A*xjJ+{Fy7rP?0Wps(cBv3Xvty1?|RoTa)- z>DTa@H-aC>?Qm=gIM~_eN21Ke-?O}Cl262(s-T?tg2+}5Qz|BZmt^{CPAS!WbzgFi zbQq(mn4vGfGHbpLA68~(#p6XaHjcD*!BtXaNtv{@T%L8I>!Q~Wq#1-ftBp|Tv|hcHCv*vXI`-l{chz1T(V_D?9D=k5YyUHhar zFP0XGzYsu9Ltk|#HgFC(*G4h9V@l-alXKkAHE} zThn8VT&LgJvzj{V$ny;^aOD+XVQoSOV>@2YA#c;jyS+=b9xtwJJYRKoa>}x=lbY9> z-mE37=bY0tT8;KTS8b!?x26+h0NmWygRHP5$MAU)7{*FUbLcyrp>|8oEod10NchZr zZQqMr%js?yO`GenA`%k1>1*W1stoZUH#JVQL5bZ*o#U0^akNN=zz-q|h@kpDZq->X zXuZUJsj{A9*`+O{y;kBJZ?QE*9P?gvlHz@2t(?-hBod5cr0(Uag}prz`b&(wAa2x3 z+wv-Mu&H1b5N*-8xw$*P?EgfR%<8>f>(lW2Wkpj`GC{#a?W6sAt&9PXAcf32hlWDy zIh|$qlekrOrUQc)3f~DvN%du9ynM)@hc0xCOl7&n)iG4vR3D*bX1g{we@Outiw0%4 z|MYtmTKjl(4du~yOLvuL4>J(+*w1DDOqaHMt>>5Rfhf^VqR>@x3!7v$MdxsJ*SJwh zNzK0;>2nSeYPW%QL599iU0{;%s*h8p0cvG@9elEX;mi4|^F$k+Mg0woVyx_Vr-CG2f}gvg zpO8}Jvy`dS)zz_C&0cTvL~j*ZaTA9A^wiFRa(gx|+3#YGggvTVv2DBFQ=Z%JzcQy` z{!YFkG_%3^;s6dvLBf}gSZpI_uFq?q5dcVag(pZXCIk8Ft_>FzNyZT8SRnUXucp~*Fk z?!Wo5so{Lc-2?-M%?oar&8+1?I_@u%V6GuBoYSEA^-Q3qC-2)n~VBwKr=wp()5| z?#ERTs|WRao@xw5G<`zQM!>eh5PaSmU!O}e^UtDNwZHf1TXzQp?oE@h9uQ_ z<#H2@ZUCfz3&y5S!Vx5jrYDePxGcRy)5El(wQec3{DTh8bZ!gMK?9zT`wqy4TzipBio$Az- zn2SNPITNNuy4^B|^Xz0Ov+3GP(yhFr1X`0=*goECmrSRmrmtG)14)9tMfWG@ahyiA zXi1wE2{d?87!KiFc8lVIaO1{ua47%(Ur^`#_ivo2_Ukj){LVmz{Ti$tUgB zwb~~LE9~!~gW@Wy>v^%6)TV)~w~f1N^t{m7-WSW<`?Kfa)l&W#&Dm6;XSn&=53AR- zUp~V|fo|`8vP-2{O*HUlK>F37)*Abc@ZWl*MJ;e2W_wmV1{_a@1W$V2-U;Bany0(q zW09FWcNiQ;G9jhE%_x)eWX_)u7?jp_j!n2Uh_<-e@6gUmCVKUJA1ABMx3_mMD5yR( z;XM&6qhgqBbsTe&_V~Ee%thPG?eM~aTX5sm(vya<6|Z*Ca3hJhvInT~hY4Mfm^tiC z3(J!QPs~VgBs5*Seck$mKgpZWs`=!>N9Yuc7JTY6@)8-#Eai}Vu7}y2$FvGB@p^+E z0S5FacY1l7qYyMn90~ETyrU-sl(B|USN%roNz*Ma=FnTucv)C(lXf%8vh%hIQH06@ ztK%Q6o_Ow$)H!-mpZ6fxn&sGC#wfxN!<$JR=G4p2VjWH%2{K1>G8lN4r0RFqXTC6; zIpaRrG@_1-PxO5CCL-gf_^a;qA9uvvsf)P)I$mtPMXbH`P1&9qLp?$F35@91glOkc zfAg0c-7MR=u}TWU^Uuh@>DoDB4%S?+KV^L*nB>Iy<4^oG9WJ8Gn3?-_{z?wlow+|N zEVnxERi3gzLrzZF4MK?*Kwa#D{l!?SFs*H@DZ_XtmI~!HT!lo()5Z@F^!W{1>&K;Ef89St#i_JusEki^J;6IryC3=mtA_U2aa`-v9J;2K zV+huQb97x`Hmp1F-;HpUY**CdiFjV0me0JWE?3TInz3xy% z3Cm-A)}(XMW142+YP;@a$j7pbGc^1;JMsIZ$oz5R=m{3W4kE(-B-g7qM+WK+kcv;Y z_io~jxKKh`jlAc*%Xa2@Z`}uf+;!6~U3?Q!tG!{r0z~LBUs*_CNVFTT<7xEGL9G(R zm)$|ZQvJbG(YOJ6c5W7-F+l8>jM{=rUC@4LC38sPAPIC-D#`e@mX`NZM(^>rt6W$R z+Ll)2Nl}q4xXlDJk+7k5>-`sxLtx*n55xnTm3_ZR5@h)`TD$-pm5j^&CSIi=A)?Zc zB4O7zaV$7vBIn8X3&B(0Qkt}0(RCR;@o9Q#L<)(>r~QuRkw0n+Br(<%GZ~6>#{pP zoLrP`y*&d)H5+g&O89%pI6iH}yekQ|xXjcnwp<`QIy;g}jUsK8-PH$G_nA#%n-C+P zV5>4(OHHFfudbgtjpyNkt-KCLzU3UXccJCAPl*IBMs%@%Z_RP^q{o40(&uXw-X44& z>n~3UG%E`Im&RX|=rH+s)wX<<-mBcr2&9sd;P*io+G|M=ZCqHqs%M6LtFrThmf&yaCS2 zuB*+ZQT%+*#C&@;$MKvgh`$OZod-co*u4Zr)wn&>X-c{Jo)`gJ>&%uf-nPihUCt{? z$j@Q^f+~NH7mz~%V2O;{XgERCit2BKdL+`3nf~=jU)&qTGL?OGv%dS|e(jC6Xzlb} z;HXIefkOM`*WRT&pMZ6;H)FYFPR`rnbgrON99CVXUb)?zEM;byoM3gAWEaoDucZsp zz`I@YFWMUxv-O%&ojr%5?8)wDkkitt!rRWCQ_Ljyu)BlorV-w|Q=XX)wNlr!x#*9; zolaV@I=Z%UB9VT^BH$vfJs`OYufK%Z^$ZP7-44{(Vk<+%aY0K}_jkgILUZO1{qmp_ z+{LAx&Wsy<>54O7X8$d}P_TGM3@oWI62W`0g^S8o0Mp(XVrQq+5))-RYCSLuEZ`iJ z+)QO=bxrm7HEZpa=oeZ`0IM1YIE8f;!Z_^5f+6aZpEIf5K7Q-3hG(Y281amjIusTh z$*zZp3(iFwc224@D&g7_bPtOfW$)bap z`y6I`*6|~Jz;Bk3hmX)}FiBZ088On)DS1A!+GXbld*3#eol-0#ZA|DzLrcAC-y($F zyhpW1tZ}O0hV6usm6N?SUFBrS=#>pfs%{8Vf(udcvXhqQO- z1S?$CWmwQ_b5PR)T!Cp)V0f3ukYM-C6uuJyTIrOA|oH`Gn()v5A2hxq(sE zCWVZPB6YkbmF?*%fOH<0Mr%X}pD-?Hmi6xIRp@u(Co26`Dw6j9M%f%J`=LFH9J)|FH>?F zDSLSDg08u8z*_NihmPjtIl=+yTQ_=nHMPQo7Dgtf)9J=dEYq^lBtu6 z@`3E<1wW3ez=b+;DKnVCZ#?gi_v&ZT?x7?U8y<)CWw0e^Dnr`FYbk8ryP0pzEWjfQ z`uEMXYAg>E>#jx2*J021n1+i|%iGda<%k@%D!j{Grie%{LQCmlc>T?)naT@Eg5EC8 zAJ4^|+IsR=>MuYnUJW+UOTK#R2R0%qBL-EX%#8W6P;VGD-Ecd!BoV=p>pgcMkgOpd zcM;_^JWqI#zE|0WqMm24Hg{RaG@J$pN=UkaGNm8&5bVeX{c&WUJ>FV@6W%+JU*U-ts2k4h%-o z)+uPFsopdDT-5dw$*4|va|%g@W*ch%p{?{dli(8oKH>(5TgK6qHNL0u$5?{TIAh9C z3`c!aamh-PpV#O&w}c@8_bE=R7^#GS;e7g4jYM7o{s|Qt>Xv}%!dyi5Xyj6<&{_?- zPoG{*M1Q4-`1wNIHTEZACTL#T?CxdldqE zn-Ni3@>+d7t2187W5D=AyutZYVUPSNjZzqrxuanu@B^s7ejQexNHR5kOjD?i1h+6& zq^*q+$!2WipPt55BqSu5FEctUnkPzL9cc6UC#N0!f%3q$sp=z=C5E}P#BxCbVD&qo z=diorK{?k`yFTkDH&hH574MwOT^X|=k*fl%}GneSUCqST{7sX(uz zjZ13yUfL^LI=wnCbb|Nv0#(1K9nX&-3pD(a!eZ+{${cjwqON*~8ir zolQ+CIJ<#u=Kn}m=6}!^0sv_U5O5YRMmWce#T+TqvA&VgOOj~%*A*_*D0fVumJDE0 zH!6x}OIYBeb_8CO+3oD!l_>*$MOSv?37AZWxnReE-Ob5y{d1;y>B=LhYTEcmM4vjM z;;ht&3O}0d7@+PcM9yEADmg415$!cN+~?tbTe_H?DqR%O`tUI*zTx-{a=saM?A6ks1|8ME02UqSw7+aCz}hncn)4X5Kx8#^`dYN0Y1KDtv) z_r4!-pywc$HO+fw6;E5h1{~&a%>$B~Xf|AtBmL+nmoa4@$^l<2Y}Yp2vp47a_oZX0 zkE%B7xpnk^u;lriNsEp4ACvwl2Wu;C!x~(L<9OY@Kc+8O&OM`FuQj?De0MUPPd}uB z0c)HTo1yjc%@4307n7qu$hMZyNnce=3>zIC{jJ!6o}W`*<1+f=15h&e6*9<=<~W-a z`P%dVGVIuSf8sR&unP|aj%s_&lV=mSxSNA1xA%yJrDa^qOX#BcJ;%zX`h=#LZ!c68 zw@e+|B}FBbb>1!9A24BPYfjWojd!Hx_EehBNdl9UG^Cp%!p%^@GWHW&Oz?xu$XgCc z{nztlGyzTHBWGPEEoO-u6XLRr<`M~@zRPmMymxfNC>b=i|NrQE%c!`vs9P|&dywEx z@Zj!l!QI{6Jy>vecXxLS?(S{@3Mdk+aJufjUw6Opy5AUQ)Q_rBf6m@}?X~8bYt9dB z)GV{fTa(GQg0k0{H^wV|jCHFdT!JlQJ;J5xKXa!84uH55Ud`F393m z9hYu?&k{E2i8cz&94x!z5dR2R7FPGbcfL|C!cFr2NHsHz83h#VC8Pn zf%>phL79wEKalnK+#aFLZw7w;mKPA~UNW7+X_(4l;~NT4DA#Jy8kv)cmBFHkQGrrb z(K>Dm*PmuxWFtsc$lj0yULCFqI!wb;!D4G}sCiJ^#>$9ljP1 z9r9(A{Buhl?)Ypn!qo!SS-59`_5}uyAh#>%Kd&)G?WfZ?VDC}RFt5rQTc!osr##$OP(V{<~H(UMB(Xe}`+hqI~ z0a5yg#HI)~I~UXl@wDV$&=%`0-PbB@pG8(_Rj!$JzGaKKDX5Tz zv70AZHh|^cd3u(SQN`RciLMXXqnAMn4p`Q(tK-P3t2^ZT7!V$u-T2Gjhj`pJRTY_v z$wJ_)hN=*S5HNb}Hbk+5@7YjGQziof9k|lF<&gKiLhFPy1n@--kytJKfW@g>AKR6x)p8a8wmHFO% zs#H?T2oy9Rq*mgR$@X{#4-&8UOMlVUPAPTW(Nt4wKsu$R8bv~_`yiSa>hL@#hAY#h z4qEa<>l_YN@OH4Dr6l_Uivm=9@6)&5itD8mZ6BTRkDvwrI8;({5ARZ;zYWA3mHWqr zoC1ja4};@lZr2xX&Dq>KPm1!Ox1Ew-`qw-`Vv3anh3-w;vBE|kFhd9|@=0T2V(Me* zNzLnF;%iw}=F=rxcHE0A5&5|n^vP-;-Vx!N5yXcp|ECwukr+N>13WE>Nr@PoYcn}PrbwoD`%da{OxiBd1An$|LtnZ zg^SRJ!Sj=)s=6hFg3QXilj(pGs50$B_j=9FvYREif4%ow&k)l5m&y<4`}Hh&!UK9phCL^ zwxvOLt59j3RGbOE`@U+>)S-m+n+Zv^z;g|-j?QAU{i7k*YSbh5{CRU}Nj1;!27||y zQ#D|>cdaCOrLAiJ2&}&ts%p$O%B}O9O%kKlGAFWM(l0etsf5dW>uW7lC182a_JU^j zv)?KV{_@v|-JLbTW!x}km90BcaQmrO+vgm}r5!un8c^2&FlRR(fytMg25jo0nWb4Rb=MJhCuvJ8K{ z{QwD_^u+F$Bb~mHcmRJE>*nT+WCVA`&K)OZdLta&!BBs5We3KxJ!x%tV3I=ozfT4& zbXn@Y6wS%|k5O3A4DVL{x4k($DyV zKl&s^Q_=TwKw~}jDKENFc6<+ud;2o*h2Eh$kMqv(9#kPPzXrYn(rX!Co1u5!8ko1X$Cr7$F= zlPmo2$fz(SfbV!VBp7mkm+M@nztumb}{9fwIeiH0~(+GYPCA@)6TWsM;`Vx#Ts-NUFzi^vob@=_l$_qmt5G2hzP zkL}4_K_M4ow^}aM{%^=1escbrJ=#T&%zGVG=$9u{eo#fkj`FL8z3Gb|+pK=u%jw0r z)c#~Dd1p$lDGg3ejmGa{AlKgWCtB?8M3)9AQ2xW|#rqrSQDIku{>6E!LAa~W2X9F4 zfJbuzQ=_KRHM%-l+lG};HjHMs@|wV?>3o;vL58n0F&-eJ*lDiwbLGI+*4D_{*!#6X z`%}Q_oXaQFj;zf_D9D0?DA@D62NOdve>hHp`120?w(RjK))K3!A7_>;lcktAvZr^E z4aaT&yz>9&`KAq>Bc#it&1f$0KVO3Rvb>Sa#&0^>-4>-_TB{uKFuAuTVkwvxNB8Yd zUE3y%^oe@RvNFEH6*q0^HRwu!L8xY(k@r)5+RiMKyF1F_F3WtK03EAdPj3%Ri|^^G ze!TQU(A6rtK1tx~Nyla_Bo*6_sB0E7G7VziW03`fX8w|)hTKnfq0s}Cs;ARpw}DUO zzkD3rQW&%nzFJozCBnKw5dOfCVTU&2&9M0=q^!(X{&OTcauGs9p))7ywVS^Uaf&KC zN1c)$reJUqcsL9H_-IJJAqEn&ZvFQ8W@lck$DO*CBJAo16l;_Bo^|eY?j^7p;f-*~ zaldk~vkGpWLE$2+MsZDSo5E#^8N#*?G!w7DVC2~1K16Px@k-xmHV>)!$#!f6*)Rym zL1R%N)rDOw z@^Xltj7FojG=w4s&=QJ3S(%t@tFQX?kahvW59x%`u5cLboZ95dFQ*BD?8sbOT}Gqj z&6KV-H7PRRNOFUhelug%TR}vMx_ZE>h4>ul{JT$9q70y-p<}>=+tj20=pqgmMyqB7 z#B~3j#db1OME8uav))wzhjt6{2>!zuqlR^PU?GNQh?go}R=*(S4d z%*x6vTgyAc3m-k|gG^VUF!EN+JMS~ts!%U-VxH=PXuVRE@SqyTuXB2H5^X+_q;|)# z9SiR^7N-C&9GNTz&ptWi{2**p%{1r}$4p0ytuUn#|Khi0`eeRmyuIgpXuzTUOH3?w zXwf`Ef&-<*8LycqZ3AGCjqVt%clTWJi`3nAX&`eXT2*2Uk;(FO!n;J(Rc;3g3e)lf){}UcF(x8{IX>c&wpVxzNs(hzcsyS3* z2Dz{y^!sw?X%ur)i^mj)Japj@9b@V$Tc75-K~qp5$9%BKav8=M5I{VzK(eq01VZh= z!`5(5!_C&{7C*veuM?E11!B6|z5enP|i0ad?aExpCIjqk0kooRK2#D8RZ^UCS(g}65+NiQVS{i#XZ~`Y`S|g zJkcD2sNlX;IQa`^;%3yAc|Ye1g^xXa*wFOv*b7Q_hT#t9N~Fb8!vIU*OO?HfZu~u- z%KUGdgZVb+A>NYoJFZzrI=#B8xjiD;F&?rWcMHbtQ* zTZ8!5>yP&jRzh{s+wpo}^3@jSBr!C4>gRNV!T762=mV|al2XEWE%@L227jK6MDyIN zweO{qcwY4;9unZ*olN0Ou_+2N&>u7u&x+FVcX|D7^1Hoa+URpHE-7V9K@)oab-DE= znB>htc5?DBK}TYmOT~3`e)1=Tgii?a%#fQOYGltj8?H|F1T*@FcQ!)0Vvv;IZV_4z z47A27?+lDvfRk(=73II-zdmN-&u%0A^S^`vcB*f17%m3~g})nJMpTe_Jtm)SwQs0l z*ZKyGj5%QM?WRhnHdJ(VZC?_X46@_qNGr)Vbv8>>ml6~TxLX|}s+J$N8#@Xq(lhWJ z$)$+WwXfBOi?Pz1fenh~7;MZsdUesRZu+qmfxr!#Z)g09am0LNU%sRt{~D2_2Dp69 zc6)PRCckO?1hw8Ojq!l?@rMr!=Gwcxtcu(ZS{sqVQ~-!b8qV$lSbT9&Q1+DVbasKNiJPAI z15=4?wm<|m`G?eXIQxAg+AzO=os)m^592~I^mKl5MS=SUy^!STMAPyZT?cr=r`0-r z+Btz+Jm3~E0X*B&mogx+);66>fY2!agQwsBV`xrV`^<5e4&<;Gvr;#qz8!Df5L?__ zXHOJYukUnS_nmul7Hkx#Nta*%__LsDu}DfJii^E#3H|dn5vALU)4T-o4oKUVmA_I;?&oi|HUPgITpzRRJ~0&y zjUb~U$a6^m8)KHv5?q`I*ygum^+6xaKK`VSD4U7|vSx4s!ijXUlR>2ZA1!@n?7HInboz@X!W7H6MHZC zSA!|b8XOxvC)B6gcLF~+lVb;+k&iV511w3h->j0FL8H(Al?T#BQSesF!KS;uy&~BH zqLe+^+0~J0s#AY!YNkxcq3rbnbh31vn%8WKfIn5qs@dXAQ;M$&ZOt4#=Y&DTTkbKb zLa-Nv(UQy7eAFrqk~{d?Poo6P8SsmRo4X+*%DtMvX!cI$C4NVTmPa1(ZCkhd5H!2= znQUO193F#Upx}~tI^a_^>ZA=#Q%A*TsNPx+s0m)BI+MCEq-1mAnoThb3G4qQ`5+D2 ziXM>fDnnjj&WN#Xug^z=O@@20bo z4BaBW>vYYuAaZ|FhLhbooW3@%=%OhGr<%xd^)$utms;h`yBB*6TcmYaR8E}MU&uys z%8J$7m9XE}alrB!@bvsM0+Cmz;M|!4LkUC9cWaA zNp<&p3|hK8j?3J(3vGM-7?H{6xGKI82z(EArhg9a_Z0(nTK1NR-C_OQFX2lllMhq2 zP4IA`3SH)9xtS>MJ}y@5`}tS_{auReW-?k)4pXIEL4xI+dhDrJLE@zY?VsB=0~wMR z+^4^!f<{TpcAgX*e28_H#ddgp@)EHE&>xUNU?NL#k40WkZx0c2duX`a$PVMKr8gu9 z$9STCPL40{^-tfn{f*DP{h*0BWwv*~mXvE4qZZFdouLvYn|MI>`4t&1Zc5rH2_a{w zX9TzdR{~q)Ja%|kb?B>@jLB=Us|P=UJMhNhqJ(QSW^cLZ>;Cwe(UZSoy)#l#%E2 z*^#@rJ1LXImG(6*binWgIP`KUJBO4OHfapFk~-iBu+SFVZ%GOQ+U`*lhN9xs?vk>z z9gFZef>okdo84r(LXCf{cDlo5e6KR?_9tD}ZuE<+F=*Xxv21!@K>h0?E&>pP3#eu> z(m`%igean9KH@5{UUwVNRMpgy(Ess0SC9tHR9|;6zI7WM|J`ph|0(RH_aDf=Vb#$B zq)V>cMqBv?_DCwbVG#q^OKl{~TRS~;X*r1kzX0Nj-|`Z-)d<_OQLk-nFJ^}8A4IzB z#7PXK6{^0+(pi9G5dzp12P?Tl?u4b}(`}Gzn0n4rFLyI@#nswgk|5!f*&$*WFM}o!atfA9KtGG(yyDZ$r%7`QsV@=WNz;)oGOk6Iv{bp@Z z+FbuD1Z0kzHYAzyWsi5p>s^u!yc9dUDYlB*InP`pA)m)4w5OZfI#S4ka7^<{dWh3g zC407C$n6(Sm5h%*XL4)jfFCQlv%7z4d7Trm7eP4L9 zLibLuH}mXCSKY4bg@CW8CR&|sZd^Faw@ji zJWDnHjFjcmv}*f}rz7SveLA|TYTE?n{#}H+^CD3ROWfRV8sYFb|7M=42xm|CdKz(N zdgE;2l|hjjdm3{fd@}%qvDc6OcyX!F$*ffCBy<9Ey}+{IsV5|!j`XU;@d)&0L&cI= zHwJuU-`8mvozN(U-d~lRYEX2h# z?wvoHQDFlj2c`Yl2RPg6^~9DV`(H^u-UB&;Ni0{d!lmEW*Ek-v+KOY_PvW62uQ2d&bUL$tNNS?pAA@9D-OxfAQu;rPan;$OwEAu zv$~YthlJjf&Gb9W+WA_w*9Mib5fnUfJ@^g@{;gVqwtf!C_m*+rZq|Nh#W*l7L$lao zUJ}X657@L->7g7-9l#fE4`ArhdvOgrOP*;dO8zAD_8R^AxJ1n6ZQHuHw}%GA;X9tr zye(t4>J+MIIQQ=`Dlt0L8(CN#NN4NEwS0iN_sZRnYV$$`)%24nU|*0Qkvyn)PH1&_ zb3a(CBRk!#%PjO+u#+incaYt+ZvO z#FEaOU|T26K(0>w_hJIccSG-$zW=jDQCmLC5TM?~I|H=o(eKQY%S8DV%- zT$;bmofueGMzy(ieYX5}0*Cf1Q##w1bOppc+ck~DEKW^5qQyJj;wONh+w-=$b}Ro1 zHyjG}qqUVystdGYi?N;G4nU&Gd50Atm?H7WKb>uJj2E2Kz|s`l5}=Xhsv`s0Y8NA) z5-hmKZ9chDhyEt<`%{_uLi?32@ig(fM}zNo+pWyI9+wl=r|!Lehvz?@d#$6~_%kIB zilDZ*z+=-ck}q3Q|6ygiSP}6dV)0;CfEG=VtJ1}rqTrjX8ovvg+9K~ctCq6yq!c>R zi9T(MEBvB6)}iSoFNIF{7O8dn_x#xe)$&=9N7gwemG0VJeUHJu*RMqn%bV^UtZ<@5 z>h$RZ-BPVc?Tq6Wbu>Dei7UTr0sf%g-S zcF)(94v-&Mx8FsgpCG%)BR!tqFaN;)wlPyruiGP4+-RN)iJV^b;2wLKQ5aMSRg3 ztzav2FPiNo*hhZ$l0tX-ZUg(_baJBc%*a~RG`S-j*)82g&$9v~_IK^R|NR-R!@6Xm zKERzh6oyML(``dWD>V@2pck>zE*i0OwMLs31LL5L=Ch7-lkk!068Z;P{zjG9x zo9cCHSeQ`QDhlSkXy(yE8-?>2VHoR8vtRIKw$1KS+iIQ$E0jaz^1Ex$9X$Wmii(u{uc=e|#^t8#L;foiB*lyv zVVB%V`!ExcR||?9JRipqOc!!UNQ*ueSon<%g}za_tvH zp6@;D6VECL62a@fU|FD>APL)dKMNfJJ!(#mbbyM)6ZUY)SpFG~~qV>g1rKKC30p5TK!!Ik{C!{5i^sz;2G90hy zb_?Vt9Gh-gU@(0r?(ye;2c(VcTXH?^rl-qjt8V`*hpooArJ-L)%2#ZUx2CR5-lwhZ z{EUk`)^!crKuHR7_4VpXquJc47P;_~X_Cd=UN{BAnH~QEqIad2l>lR(O;NtT?Om(^ zcYkqRAg%3q?Q*Eqhi})5K~ukAWJX0l&i*DhIbI*UyO{$5?pQ+4<4C7Mg%- z{~e=QAcgLpjFJ(l7Ru{vOFiBv<33($7&59vR3_Mhxog(Zh>O9;i@w&mw>7T4vFldt zv;)3uKCa0-g_Xf$=0Jb6w>jjypqIrqZTna;(jRR!q(*-Vplk&MlLw5TmmhXf99jY2 zIH+LSzf+-G19*4{9k}T1mV9L|c6B7a8LW*sjA+$wkY!L2T9>RGD1-_4)7I~|h4f?5 z+Z*%b80yw{um3*5oy>L&wDM$XjZ+Rwyy_@-Wx)SaSl7Ga6uxo@07SjGb-)g;XnqK0 zbND}S$BR(Zc)oW?p%Mu?h-a{{Ed1WC1vNx3;!cX8*>QpHULF zoYttj2^3`<0uaQ76-+T-&)n6QBshP?mZQwkO@c=8n#%f|ot;wFF06~o)Wu1fiQ-75 zsjYKnY!3|T?mG^2&SDE>^vmi5u~*y|H+B&$pS7JPLyCPA@|Swbmfga26N?|Epi~L) zvm5>4LVKF!@i&FJAv;B^c(quVF4rZ;^55QiVoB9Ox|(}tb&6zXAuqqE3_->27p$Io zLOrA=z?T{cz<`_~+yJA&mIF^N;2nPfZsFl906gE`h(@x6Gv+wNrK~y|1>@tI1IH=uA?Bwy3(YGBGL1#WZ|plXu=Se`fCF0_ORLMan@`Us<=(bu{2bhb0drNTZ00-%J#yF1I#xo4Cb84&8&tQ)Kgs6a6^ps?8q|I(!re2Ye%79_!aa~Xv#Q8X`I z&wbqQ!QNn>6lL;ye7| zxsP}`)bGG;l+}lFF|%4IwN4(*lCri{V8Y$z+o=$)EFLwTIy;yem^E4rbFQG4Q;5~I zIp*?Nab2Ai!LjcpApNz$wOs~+Z4>ZMPm@nZKB76hWH)d>!VjrDj}Ey*+Z?Bc8MxCp z!cAJm7F-7G`q-^46RNT{sVSnh5qy7?gRjR_2$U4^{I}my(EKuv!=}()TB;;M^PGkKXSbH>oP^_Y*22Cc+`uuVmvrj`$uRCjQcIdfn z*G@nr?SB{FI1QtcI*DN5TvTA&MqyvWFc{MZ8wuk@8qceH5DE3 zXi9E8^xWE!j>G}#@FBLf?oFK3-ogzY{Fr&{rXMmJz_!EPzmC7%7qBQWxSohkC=!Od zZ?!Ut5gb+FtTQxK;k*!NPXi}mM!}RT^3ul?yqmIIU~omLa52}DiR(%T42~d_EVylh zeE<^8xL0hlgmNp~T4j`L$BG9T1>vDp7Gk@@vs>CX%1H^P8c|w-*4t2yy_O*edOnAZ za4akUb8&4Sp_loPEvjXU9Fq!O>Lb@=o#~}rb1znaInh56=o=P7#ThHDpw4%ST1{mc zs>LTxk@@(RCRCH$!MNHl=LF5S(Io{H+Yx4J+$Eyqh9r&@)Uw*>G#GerEB;o>#`BHI z+R~ZYAs4oWKWt^RQ!fSFM&YfC$VJVblEPd{8`PLiapbTUEjWcqOM-K-ESZH9)a(G- zvFt{X&I@m%Uf73bLzQ3Qf=jbDVXa4c)60_Yew74@dnJ@mjzz9sea)$_v`xXXWRhlt z7R+8{O!bIJYIcn-DQeQl`c~KXRCkiZDl|)|x?1Wt(W`=3Ug#tf5t~$`a);)$O{cLq z@v<)*SVItPzTm~I)eb$TWTp~WwLeDSf1Y3zsGX7&+V(X$NEFu9=`|eMf*S&Rl>g?> z8~Q}+c;FNBhyHBNObUh6_bAvDI5MYAI^OF-{}n^@j*_<>#JdGPma!s}FYYP&y*8b8 z+YPG@1UqdV70c5z6%;`5e0~*z(MB}bJRse5dT)y)@S_UjCGce@e(_U!!(PwdBn(3B zmleyMHQj5!uRI&xE<%gR_FG*GOcX!sZYfyxE`^-d&Fs9+3Vju_Jh2gaZ-HY;`I<&K z@tQ_)V{}=wZ}SJH)WQ}5K(^V#4#ga9Q@!LZzD)({_~jIsCjTv*7R!LZA1SQ@`R0%l z(=ze@W(hx_%UB@PUj%QLiz6tR(@Exyoe14DQyT?aZog#}9TsRBJhe6g+qX^K_|&-_ z_u6FQ^0{H0<#s>eW+pANBL7O=xDuslc00Uy?W}>Ay3`mZh`scB)C3hDr7>R*cAnCu z%xEkSaK;)ek2y)`yZz%rq1|Se7}?ga>Ta>)!}h%Y#uu}GTH7u-F!S|t1H-;ZVr3(1 zRg8qmRqq@3rs?UbX{+MO@g|wtVDd_#dh26xJU{8_eBqll$iRANra@hep#&{gX<;IV zc>Tg4Y`vO@YdCFRdTk|JBiC*DS^-W9oD;233;x%9**1W-xZxPlUUPVZIV(BFiWjmY z#BdXyTz!&EzYwo{*tj#+U9B-7b0vM|DK@bv@pHCVh|r!2GiiA_mvePBwa*=R-w&DF z?@F*-YmbbN9x=P@wJ6eETiu%oL1!o7_F68%QTHTKo!3+;yaB9C#SZY#i?{KVE0(^v zS{Tl6_#X=zLAJ+!&g5gBybJGM05wMiq(A$giAB?p|Ku{+|91S-VNb_>-SXmEbmYj9 z_s-g#BrJ^TH;Wz>zJ0I#1-18KV|eDQEw_>$Cqs}lH{fw!Plx4FC%Ib*N+ynokBSU$ zJn%EBxroU7=%6~3k=k$tQyX~ZW@@{dH&2Lw%x9^eCs0TTO9?CH>xTltb&}F{dF4eN z@7_cH%jklg{m>G)uO*jWVtm0z`lyZAXcjD!>IF|uN^gFs6)!@=Ml$@jDr76O`BcGY zVsR0%MEMUcO3^}ug?;y~rH;go*?pfHxPc}GOvmG%2mlSu{oY-E=rOAm+C5dZWIeGh z2}KUww_yy{#Kbye5md4y#9%t;QjLDGW1g${t04rq0+;-;^DfH-P7?pt8zTr>m8kbR z6-7h>pm@qhWl)xBdGqmjBm=w!K3Sb}h-(;49orgZd%-evWLkM1MvA>2VH^f6JtWBazhxzgvmmJqHD*)b5ck3%7qkm9UB|5(L zQ3>G2nVLd3fX7Q`lD}t6DX>1xPy-u1e*s0x7 z2c=Lfn~*0HLfQHD-V^{d4ep|=zA)b^Q^!Psz|^1AsOK943~HM}Dg zM;zW@Vf*nKL0lhK-Sf2i(&P&YfDSTb3&vNRR;|pC-0@ld+tzdgK5MI2N7I!k4h4h*Lp zH_!E@-G0GE7vE!y#wlG#2v}CW^t}sn&kcNW42;k7F$5Ya994@Jn2vqV;>kam!UcU0 zkqCLiS}*jo2fb*b4}9DL{kg+A@Yi;6;Nj882liibh2$iEOFZqpr}vL-Z;HCUH*5}D zA_hDX{KseN2t%kCkVu_$sB>s?U2~vdUmz%N{G1EFPysgS_SVbudDR@nTyTEzZL|AE zOSAjF74E;Vy%xq8cX969`YjL>D%rKTxC9+26lYQ}*tRezKXX-O|8%@me;}%6!4=8A z&beyoYV7`aR*W|3IwxSf?N&2aYiYS!dyWMbjf zu5^$MeB7a@PEw&6ttsM6bL@GCbO`V@BS|^Tk{xWbqKi#SBj1XDHuNRMS5;+u-61hZ z|GaFvauLJ(;yH=?ACBLS9hB*(;Jn(Z8~6!Kx0tx77j&eSh^J7gMnM%6!wGd~%E{fPGUUYxU+{Z>vd=;%FF*1Yp0T7gzEzeG2TRjC}7M>fkvKW?nkHEz0KKwPB+7X-7{e8Drj}jM_ZY5N(V^)g_xQ4v)>WJb+~P6eti10VhjfM zCJs*elrlFY$Ki9M%Z6xX^m4k68bh)DGRr11yvGBvAPSjnZwa$}!sEI$cj)7gek*gt z4Ix+{#s!gV-#O@PY{bqswp3@Vq9{+*l36SPKyRyACTHdJqZ2qL9!{2Y7urR=!9t<%o{Vb!0NQn<|dqy0_9ocs@>_r$wp8^z7Ky) zLyXSdm@rT)D;$#F%Ix!JK)KV2Woz12drU_gAw0KT=m+|%)Dq3|ep1+NGU+Ht+^1eA z!u(;XPT%*q|LvT)jJbL?I}WnbAg5VSMAlg$8B9Hy6JEx$d~V7L)*0EkMSl%=J+_|c z%du2(-H7_h?%#^I+dA8P`lqXDv*WYw)zVX)3O~D*fxfpIx6o!%qVvKuS*2KF+3aeH z37x14D4)6i8DbEY&w1J!GwfFC8)T=p1G4n;w3oI9SKYT^uJiTCqK z`kNB5VW>*S>UIQ*X9qD5h>1dzw?dyj5$D@Jo~GbQu$D2{hJcEif@>JsFk;^3_j09} zl$^~)s-x`q6Nj{P;Gs7Agi0PyuP22~OI<9WtSvV1b;uTPAewXX%Jq~@p-wG!+lirz zIk!hF#f&7g{Yl zHhi6K*1VT{Yg7Kx-3eeAi8s9M0^kEC;acVR;V{Vm8s20^?f{-)FYar{@N)+2h!7}oHKV=*cu8G zIS_}%-U~?UtArw)W-7U1z97jDr;#aC+RG>ylJf0`Vh|JCyfk|E-sdTtw`N>R^)IyMs$uC^!3Nl?KS zy!~tX`-l$ak!!=^fO^shi5;k#rqlEg=@aJ_3!D- zSPi()$Q0ADxePbs=XSifWfQu|g=OP#wEO{{*2OwNBVkAsY~Z6Y7kN?rq)LPhJ50;> zubjrB8v18o*-fS=>1umlk~*el$KKn-NbXfPOmU zOZ;&z%5P!_XIekN#EIwmRQL>l>)E2%LO+ZG?HgVbDL~*a^-*+))i94!ORTY<;9$mP*P8u;P33%1N!uwNUr zmfm6Lmwdh(lG^tQZKOgBxU57CJZUsczy7Dy4StLyF|}IYJ0n@7>lZvMXLG_yY4+ra zt)W|W9II11bn>fSqG^h5)b0sMa6`s#%oe02v8Q6#h5J9z0rox~)W60oVYGT}%70?# z9Z=mCc{-T%h*6J>RIp2q${3uO_OPt!xez6_+%OTY$ZLPjVMR8e9i=& z1+MA}|Hx@6?sd`?U8F8C!iFjjneX;Q$;?)~v}^&dlDpXB7qjNajv;R4CR2Q@TrdPX}(R{}zs2+|6 zjkQ73T>fPOyIMYUWyVI9+v$PhD(tCg5Z`)9JR5+p>g_e>pSR(_0SP$9h;Z#ZItJaC zM>{VGJ!kt$F(snM2!6b(HX%UawVD4dVn=9*#9X|6m17oU6SiwK;eo|W{BBlJgyq`* z6Dh9@*uaP%R#Hc-@x`96=APyy>o7iO8=M6W>rvGDpSh}-=zR=CU!AVnUJ+Q)$-5IZ zF_MvyIT6IPyp01}+3I$>psp0{!|`~&9EJ}W<#`_zshR%hL{Kib5h3}EXZ5U4kYFpw zA#vN(oo%`*t*JlOX7%AvGU&E-U%Mvurcrxh>b?4zmAGM#3kC`ZGM=~I=~DMlXV7mN zzZ+X78f~=7zYROhPYDg>zKh1c!jU5LkB=I&i*D}2-3f1g4pv=|(qIDo>_k-lQ9hTG z?85D4CDdG6I>H^%F?6LGsJhx|R1-M2>RAx%^VYYz-6;yzsJ2~vR@1c3Z=2xO04oSZ zaZwAihbd!*exWnrdiaf=hqek@_Q~}JHf_$HW-1Dg5P|ncS_s~Lp8R0E0n%OG0(c5U z=b)#IR`fE*)9I+{5Zk|^KwK5ZYVvrtIP$0Y|E&ce0;!mC)4um%MvUW3^k)x&i&!Av zT{NOR87W!W4fE#nJL-zQlq$Tu|s=YGrg#&Vbjz zMDl3~&UZPVkNQDY*J6t4^`D3l`1o0bT=^-W=s&tLl1gzLg>1B`O_=|beHlT}T?sc; zjg{&*i2)bKozWed)`_Ljzr}`GdEr`8o*L0x#3Q*z1$UfH$H*XgB^D<6=7Cq#BqcbAyH%OnIBv2w$3$lxqGl!~w)e|=nV z$2IN^n_!`catd}v%V!m;GrTO`>LP#BB!m_ypS2t+tp9RYtfhA$`Z6Ne703G=YRWGF zlFeKex%`&cQlLYEgfI;aN%w1E8k_Mf9Izb^+j8b_F7B1l^Due)yA{#dZF{)w%qtDi z-r_(n365smr^AjHF~H6LO0!C9T=}wiirv0$)&GE8Wkb};H1+irG9q%)Ob~LbRk4D$ zi?xX3Q3H3FNX#8~?fxHvEJ=MSdEWy9rc4J5K zKEVh*@IS`=PmV-YAWEzbNx}f^H z?(r1J1OQeHksDO!D(W_ zw7PxWJtu`|UvV>(M{|bTAgI#4x33Uhc|rBc-)k(M$xL%80q&vDuu}B3;4F_!R^4Mz4o~`t@idbC3UmK;a$ZVg^`|Aa52_no<@*nsYELQBT_Tu-_ zW5&ZOArZlnn-1(#x-1)5P~kscJhq`&E)kXCsCwa6&wih9gS^S+PfznfL)K@kvq8zX zFAetTQSqAf0HlJ(x19Qa+NS#&G)hWpOfT^{81WZCY@Z(dGnKV@$U#MfMPm+WLKWlM zU@J+Y07*JJWc4xP>a*5jZ77v3-qLCUNDc1c)B%5~`h5G0<7-I(qh(5ytox)jo4uyU zjL}iq=9tD>zWkhD<&WfWL^Q(aDE*Zk6^TKL)CAHGk+s`9w=r&qy$<_NbzDGT9aPoL zgA3OoDfZL%v>#pr-yb0mIP%#&%DK8oZY?Z z4{x7;`miY;dTG&}E#0k)m2Sy~48EN98XG}T)t3Y>6*8(W2{ z;I+?LTqJFx4w_}iK7JxQ=oyrnx-q9GtX1CY&7l@lc@Ymn+pBY~J z{5n1C7;FDuZzBU8!ku(Jyg7=wh~l2?;d^CrAK%#Qju~(u)4h76q;}@mtVNeEhIm^V2|XTGNB3#OL^Bm~ok zC3kMUcj1twt^w5L5?Af5PKV!9pMw9rzR4f~p~;@5&`kWRp)VXqKg<0U0_A(knWYn2 ztCy&F0+^s_{m-$bTpv?cT2*umV)sX2D{bvWl+402)z%OK6m(111dcEP&}5ZSzS(5E z=c2r|pM(sZNy_$W$f>#Doi;JJw>EdJ7ZbHbeFVOvtSSY?A;L@20nrt-t-I{j)Z1_j zv57ZU9c#Ien4Tq}f3)c``K+>no4d8r!b?3i1?^o<)=qIxZ-zqi79AUTg8l|g&8~^E z?c4AUI$0R&sEGxL0n0F|s`IGs&-449?vH91b4C(7_8iiOZacC|F_R+X~?V_ueTk~Uy-LZ&gqL4uaRkv zeH&D8sDvS6B4jF*xUmy67DX?_7Y`d7-Z!g!B%)TQvFtmV&|+_a?8l0k_FG&Uq|3rQ7oUS;tXHQgQ~Z zA_~#V;bS`4zqj{Eq|hmn63}4a;1l(%6xU7_){3TlRt-{8vL+=X`fk;}BneZUYs^v{ zqQ6C~s4!a_MQ3AMTVZ*7xnjpLfVBdCOlJ#wijhSTZTqK>Z@ox@DP!*Q>DDDc=>A9N zn6-%ThvY3%LL8Dq(}J{nJqSXhQdH;Mv2TZ##Q(KaMz{JDDG(mS-;+R&ZsHWrVo}=w zX!X}v*h!MGz7cbZkhxG-t+wv1%Y3(Rk_H>0)bT1;-(CelNjWo3rMJ$&%L^km;735+ zyUrA`WO&Va2*uUA`|BDfzqw%R>->^?q4J|)?V?AQN&G*r1bAV#*&!z)QhKj(bLiGvt~Lxl&3Nowuy_9e&Y4z#Im-mmo2M{ zPHEO{cSxCMDZ9njr07%@fM{JG@;o4;ME_?cxS=l}syrBPWB~n9z)j*{ck7#$D<}zYbR5YlBpz~`ShM|Y+#8wK?=^KgG|Z&~XkINa~4Vde|&kA}cKz~=2Kr1K0i z$lTINl7C9$a*T><$AoyHH^lR z))F6Lu~d#nT5DxG~ml_6a)^Xa1j=o?(P#t~O~)%W^MYA6d%9ph}8x`*Q#= zjl9E`y|raCzz)>Kd=)Eg>zjS{d_?O?F*H0jC0A9qD#s!&ZGS}sRaNO|B?*QX7ubt# z$;BGqk0bJ6FC$36TOJQ`hLQ1R1a}Y2Xz8OF88L6NIZ;_cyS=?|#anWf0*_~kdtEhw zdEnw?JL#sIH8n`-B^@Ph+o!M>)$@IOzrt=MmY&VQ+=2g#y{`<4E87~yB?-X-1Pcx! zXmEE3PH>mt?h@RBCO9-M!QI^n5ukB*3GM`U-f5V*-<7#D^Zk2O?^RJ<-5l9_ueJ8F zy#xq|!~f-?px`G_QM7FqI+gtuuAsOWv`i(7FaOr`eel=sy#XVUHw}G-@dN!N0zpLU zwniln{_j8jWZZ;{##mm-!ATPe4YLMPSFH;QiZBxeV(+rqBeD8TVYcQYW1lfFv>jy6 z)_F32F!Ex)d_VdA-ZYSfyY^`Ag>w^DWY%IfUz|mMLJ~%$U_AHk1FL%c;}v^rbcGAY zC!2>^n43u|#V|ARs^j8}aP8LC^afnLBH6D#MubIIB~IBNE9Jg-YXo0^Xn21bY0)wv z@{RAufT0B2bmmk4j|v!3(@_)tuLak7$QK1N>grUJ4(fC@Kek?-WR~*Mp7r!JkuA;))&`DHlM`JIs5r&-WF5x4saC>aKee1Xnt%$0qb-W4gy69kX=JW57JIA#SW zHW-}3`4gEvwLe@osN`y1ED$~fhrrK#3vczH;z&V7o^Hr?MCIumN)0Zzokff?i{Tw54BIBH+$}OE% z%cu|fsgOe~rB2{zMhb|mt4SD86!Gy(r-td9`!`|!FF)H2(Z!{FH`e3U$)EXe@$b%4 z;m{l6yZCe$rk?-@%#K1P6qNQ}Cq;ynuAN+5SF<|0{1E_@fuyGMD>q?*7)qd~bF_Po z$SDz*!Plmi7GBCe)t+mP5G0gnVKi7}RFZS`$Y%yAp8Y1PJ*&+?{c+rSYB+*j*Rp{j6npEigJ_heUL;qMw$C0oJVMz0Xw_nprKF-A7r}Qc-n<6}`O%Z|qE{p& zvifVH;DQ*FZzD5`YXfr6Xy6m)LOqt1V4hubU@_28{d3Chzkgpx8$8w-;JYa&Cxah3 zdw#(0de{ufI7iG3P#4!@fxEu;py0Dkvz&6Qvz)J286L(CpC-{~IdLGo=L%+UEHZtS z#}~FgkwMw#4dUs`Tx-GyU*K*Fa|$qsFe#$YJH)#kf(nEcU2@2Ogysd|Z-s-3YJddw zdFoQ}ZY*4E+Q%5{9TKpvTorB(Qps?LDAHM2*cdOjC+MT{gV73#ew?Px8EX}b8>>U{%4@7qJ-Zp45VG+d^;>qsk4Y89qmCCBFaY;B9OiKg2ta!BD$VbFn2e^@h zT?+$m#%bkZ0x$Y7Fj(H-jQ1<7{rK7V(>f&#!2$VDG^uI~tU!*=^Fm3dKH`M zh$E_*)e;qZ%?ub1q|rt2US@3Y?YDaaekN9W;o9wdwav}E7ja*|zQ0a&mvFlj8rmh0 z;`p#S&{<>JdCAJe&)HEurD1|EB26N$41y7ixB15`#T4}Y%=NlA2bTaJL z@{OMY0Q-2Hf^m{H{;ZyT|7vezCt8+AOI!OZ7UrG74ZUNiDxvG~EN`rUUiF&^=r^C8 zd8%KyxUh5FJxQr1veMQ9f@<0?;6|y7OG|b3d@=?neyA$(d}V4u;y6muRM8;4y@f`5 z@A|0iV)LY>iuI4><3mXXMoJif!$nszO6VJ88jTei0Tv8{Nx!iWoD$T`oq0h)NzC`} z#$-@iU%u*>5hKLD%P`RAAyW;M^*kj^s6VmAv9V$J^(NNE_N|YI$cG+%k>qU~F|u6N z)cD+3Js{}~;%L)=u|~VxFlZKq7m8u+-bbJ!^DGAt)cXWxD?1Cu8XH58A+7D-_bTMc zfBeJk)JGF zk)nSdjzY%ydnr8upAUfuBqfpwB4UB~h(SvhiwghqV#o*p(F5#w^Ln@3>Q5o{6h_b& zIy0hr6n=R!DfwS`^}Ql1?E)j+#XZ+XQu}+%)1L{^e^u!$k=`B{!1^;h1f2i<=fw3I zF*6oT8oh-riT+Hb{?FM0|CvO~Sp0#2p!+B0p0qxck@>fafA-UNQx<}zTa*gVKSR?$DvkW}7d>GgKO+3+9uogliR7QJ z|M%}BsenQ>a)Ymb^}j&M18&;`fk)XG&!hiXfB%#B<#Gd7QtlP|*V8|@H~#=TJ}AJW zmU;&i|7&Uh$oJW`^qEcY?!T11_!}rChQ+GO+E-yXBx3c1?FQBqEBAmazW#ki%NgHx1x)!uW*3qy|t)wiUg6mdV7mnn`g z*Fqxd)(w@wTmXiQiG3|5N+mo!vtm`1#ARd%`ybC^;NsHzLfgG(6>Mm9US|6J-H|A#RL&dtqjb!AFQK}Vf=!^>nKk)l=S z#n1I^G7`aCj2GDCd)B4?rQGwV46E2Z^TH-Z)`t0jm8fvQtP?pK4g{V0{`{#h1r)Oa z(gn!_0=_9|Ym>FMwlbj#CB()WPPq+GCbF|Xg8BM6hHG_AJE}8CPFzQ)H8vI`Wnd6< zesv}BOhgzN*{-j-Clojf8V$9sI~=SMo# zv>!>p>8ud?Q8K%v1op=!nS{hIK)YtOpJ*Jzc>bIb^vb5liTb>uq}BQb?cbwdASuJm z-F@{T*)&Gowv}-YhYjI*vTJ4;I8bI`dx z-FtI5Ho-5hZN*#rtFxg;F)1lIr&f0RN!$-2PjMZOC2EPZ^q2Gowoe*8I44H0I^LuM z1v5B@$EGNNni`ew?Jg7G_+On~0GT~lC3(5IDx_aJ!MHA)sze#v`j{E5m|KHq{0F^^B40oEvf0f%EKx}*v$eEhHD0-)vw4lf)I&J=i zdNk-$h~wD|2n!WBQPn#{%0E~o4EDUeTyy`qxkSRya$ZcU9Zd->zMKPoO2kRRzjLiV z@3t=dE6`{CWI~tGtkqI8!|(Imuk||Oo(mnIh)It@1kcOv?q5H5cj-{V!tD8${jSfK zU$`Fao*9LMEidM5bYE{zjlZ7U2DC~}`{R0#^P%{|xw9sblgLsBtxt<4=^e`QpX6?pz>>#p-m8#o-0u|Cm^~ zc{x*Sg-3io)nY<4Y)BY6IH-5AYop8NN2D2)5*^JHj61gq!~n+Zw_Zu?HMwjD`=zg~ zVP6~;?GuZ*=|XBEnfG|82RUjkcr}5u3Ab$)U+SjtxT>^XZn@W^vOdqtY`a?C#=yZb z82-4~z{blf%EiUK((X%kIAyZX<#!=L**EdBsLe_xYjM5yqR=(tkJ-k5@YrPvMvHOU zU%yUcMX8a8A1%qDP!>voi*m4K`HwQcFv{~<2#kgGl?)FKehAs7PYhda<I@1N2+>k|Q|Ws}dRds8me2>3Wmr8vCs-XUpl`N0c2{7$s<#N_H!1~AS^y1TpMD=UF>s;Z@7 zH)R!Nuse}QsFJ>GzQf1s%LXcnSFePC{EV=huwD1Jf)Sxfhlh_TC@9olcpgIsd#>SD zM2u&z4|A)QMe6dtFEd*J3N|G>=~wjIS`lc{SclaBjES}N&5J+vUH%UNwm(A;7Vcr- z*JUVZ)CgkXJ{g`L3OMGrzHztd%yyU6sW4o}0V~tmY;T~&PgPZfMf84r8gm?gjIp@S zo%uGm?aMX;rGkxv6#ld#IlS%5VMjx{5-a1w*@+*TLVnleMuI6K?dXQ5mhMZ@vi;j^ zZb0|)Z4zvACcxLhAcu^68Xpky8Uv*xrU=|#upUx9@oVxT4bB=7hD1=X5(x1I!s9DM z!~#&=x}u_%e(tUYJo7IZ4t}N$Sot@8L|7+QYHfh2-4_=Igl{um%b=<>M?RGn6`B*5 z$}d2EhtD!;ev@8PSBGCQv=s+lEdXq{?5`Zu0dGxtMB!x;ZIKJhY$8v#CnP;QcAz@4 zL%nJ()ftGqFXQYkx_cX6T1*rRxs|p5+BpQx8851zfq0c(JpX$PAE<4V(ry{-ve*8h z8swZkzq#4*;o@X?Y>du?+1_yfvmzi2$@cd4z6<8TW~PJDppA5T*y%a9RTw}}{6rR2 z=;>4n_s(?gREjsUh8w68(O$JhE3Ren(~r$S!4lj|GGo`#o~7Z5R^JppJ8FZ>PqZAAxEw_ubM zH6OowTP-5?VP@?0WGzXD;NkGcf#*YV;^KpPMV~IKc6PKH+-kmOQ))8u%L9Fn5$4!l zP`5g^ZG}7k(ys*?LCYU33xxU+ArgB?{atOh6TMzT(L_PNPl%pI=E$gFCf{dGU)Fbr z+g_}6oV6!&R0K$D`I6m?I==6dpDWpKvevV-ocI%(WN>S>z;^54xwWeCl*o2Vg7!Z!@#V#8OG$2Jo?RxDaxCNw%JEac}NzMVTy)$3O+8MoF5Q25%TJ zN!m%^rhG~I1`pFA5bQZStA$wN+@HcJwwRUK4JblYeHk?K--#3s9Pqs_cpU$pF6&!? zKFFezx3sAEv04qthrqzYFr_T50o*<(wnN>KJ%xBcrq9b6wh~a+fnN4rW9LqGL4)$_ z>u%4D_XrG$q zr9pSUw)>~5$*c%Iqzc*Dat@`J4nPj`a{h>4wHFpvTy&IcM+#<|_bsyP(uACplG4|5 zC+Slmr+`lto*z5 zu}#LzFDwL-91g#NM_STF_2h@WgA<93v;o(E!eqS0_D=1t?dhh5e6 ziL6Ed$z-IX#E}xnlT+CE^v8Pxg_fEcZMVg>tRH!qB%1OO)w}bh6kvo zbxQmJpG8`ASfpTy_5iCtHX}h?17t!09^jlI~Ty?;kXExgaXl*NL zbohqg+!L`K17wWdv$bXyfI)MZ9JgcjE@bl%Sj%lett{U+Iecb;{Fd<)7yHY@fP72+-epW39Z_{4s zS+-w#csM;-Mg>THfETU5Hz@}u$wC44O-AkMQ!=XeoD8n&?{HXyFXU-v^NFBef64{E>UP5j5 z5P(Idx7BbKfJCQYLu2h|{+kH)RpMb+I_+k0udDBmqhp`hP`xDhq$na%50nH@0je*E zay2#PAn$P*dx4O7y6!?v`Cb&PM-Fk_i`2KbT)_+bz)bAm%g)N-I=bN z6ME!j-Bgx>D1EPik+p+2&g<78u#xdFwEn z;5YYr8@X)}+M=>;^+GnHf|}VS4Gxk$gXnryH>&(dX;v2tOtM$#+jTRvyZy{*Zt z%tU(WVj?cD`T8}rnHfG+5*ZMvh!sVQIJ=*}Gp;+ouCh@@63~ijO9i*^G_y;ve&&?Y zlU>T&DZ+k$sxn!AZ?(2S78!2&E%Rb{Xr2Ox0Vg>3{1GZjbYun;&-JG!d2%>`q-l%O zV)dIKM%>-qvQG@+i)>UG;e6h=@pXpl5ls}YNmOpngH(m4o+aO%Vm`06Y3#(Pq^A@VoBgfSyDrkbC{d>=l-Dys{^oyX(@ z@AG|)R^Kq8rDOBsK-o_Do*nw)$}XC|`i&K=2@EUJzld(gVUneI~vosV6@~&8< zId0uFFJJFIML~|Oca0KPtQFADB+w4l@u^%56iqSl09xOfSz1RT5Wf8 zMU}2cZof`jmuT4tsBW%mwb@z7)i5xZ$zKR%00AsO@lcYfh9eURDQ)74ile|H^I;Is zYU}6qGNlp4>hS2O$*1^|cjV3D>(7#ri;gb1CZhtsE_CfYcucC#vT&1+o#^xMBxRxX9h zy-Wgc?>gR4lxsg=t)EiQrEe@*8-xxt4sz{o-eAn$KHSq))uxv0DIz}_#^Ox1Q(qGc z_=!H=rq%7{+JHYKrKXlqtl6L@)K z1jH^Nnn3<@cwSIbz0g4xz1Z*31m@PbgU=W^@aS}Tbg{|5iNjMa6cujgG}iXl!((Bq z3c*=9cDXHU+1j@Y$`T4<+oVu#-HQ5xM z3o|k+Z3;^AVG(W>%zyj#O*YoFNd{u|RKHY~P2r(288BMfzburFTQr%UH6=^h@q1s1 z@RV=YR`lqYV8cGw3}FmDKPyWZI0Tx>p{(Ww&0Mg;^Vc2K4H!U9ethLI29v|5UY!fB zXTY*$zp$pKY&&?#zHa^iMsmhwr2O65r_G7m3(rEeT>Db(__5d$?)QP7ADs1fR@JgP zF+H&REV7sT?0vYgxE>{XdCOY=mzuX_L9_-`Xc#LDW{)vR92;IWTu?-#)TLwy@ROxf zm_Po;l_vf%tDmF7p)<_1OM@+HJ!Dk#J`4fNepjQcSUv5POQ|>}Dk^)^+9-SV^E{#^ zRKofE11b`>X`V)sSNZwHQ6uXN;HVh&Xs2JHv=YfS!=43MT>!r=*KDQmorxB3atdoc zo6kG!Zz95_DhIMaC|p;T5Xql^Nnet5c22vlJj;-XJ2~h)ll0Kqi7aYrY)n$}prb1p z4*NA&@T$8T83O~`@2XN=oB;$oQO=df9=u3}Q_vghk6@fDknxP;ONE^BRo;jf!eymQ z-gw3DW#R(cQ>LDyeUs5MQAItxIGxNrNM*A!6#mVDsmFx0fnvyA>cZR7@_Zx7$y3O7 z3qc5g?I)Y4-{aHZVAzk6w*A~^xrw({dH1BxbIQXWP=ZOZ_`Xjxml}kOCa(LOq2h>? z5qgd$kJy>|O(=~_qEX!7qCl|OEJF`T63Mlumula|af(CdTJuTa zP)PZ-)#XEpYjcchivVKHV%L9w+_nkhKIVh(LgDss!e!~p>Z>-_8&M$L5s`wN+*E{| zPTc$CHYmN@`<(wy;*?Z7KGYR~=4A2>(2@LhPm`RKRH@lg;X_S_UEb#kc_mt|Atp8L zEtP6RdAwn~%Vf4S!}Xs$rfm#!XFym9X@KZATZNB|)IY8xH6nqaT87Pk1l8&x!Bj;x zxv(LKoP5uz$pUAe;^`}U-HSs2a?D8r?r+!;IvT^O<_NUzln%J!0w!h)vim$AJjS!q zFof*Cl8PoYad_TGxHEf0&$8cZ9qmd0IS-6&FDNan%Z}N}j(J^2{roi;32+>_yfuRSd0bZ6G#8IWD5u07LcS#OXa z-r^;WySB9jgLo%PU6vmumc3gkA~~JLjLT`yStmX{!-c@IBq^VGUAcZ7zdOJ86OW(G6r0h>vRrUml(a$*)6bm9jJg{Bpv+JHZZ_{Cw65Sg$;s#FDP@|Mpr8;bJm-J}A*_(jfgJ+;NiOAme*)b}SCeg=C0U1&tQT6Mj&xy@!T<+d*v#mm&?X@U%YH@N(3=luonO$~Xdf~#hZ)bBF;dk|L z&~5t&`pTjd!AW-4vsCe^Ii6A@Bee>>(1zl~prMu^=Eh)O%h7`q@suuX<@F#$0I2h~{)oUBX7Uh;jDooDABT^W}wtf)u zq~NQAnyrsk=X-CI=@{L&r1WT*?}e&I%$9#;yk`|CEU)jax8Got5H_eX z)ahY{$sAo#Lk_y?vdrEXVv0IVdUTG8Jev#WENpnR?(M2+ADJWtPahBpGoa-qX3Pnw;vsDX|^NDln`#W&%r!$GQbG4fGE>d$PdaEg-uOjvP zIWeW7f(0Up?Z2lvbih0&7J!2Zc(r&p{T8cGr+)uTZ~knacc0*)_E-oHoG8;aZt@CbRpsy?CtTG9<;%2z3 z_BdZ!SI9dv#L;!AA^-ZrBCwkD;&`OY@alAq$zt3QaE~_`ehvNvwleSXdec4-$$PxR z0fR(5$O}ENnA@TO@@J$2>Q7I+j8k^n`$?gY{^+3N+~f=otc67E0|kSm3sA`M9O25IHSew@(YccQyun+<$5%qYI<}Pe&un)oW3C?9GU=>FBF=sXX$)zjfIr% zS;Ov?=JvjY`3YY9EgRIWy(uX$vX6iqyhfQrjipn5Q$NZt*Qu?vTF$p?5h3BR4ONt8 zf$1>a+}gBFr-Wnesm~-NtdX~H(|Hv@y3DHkbRT-&p-;i3lzsrZq>|CkTPk_jBNCH$fU;7;hIrbs`&ec z&cI(AhV?`meO&8W%SWQyR?g@Ubj2VfT%ESeY0o4hGYmK8(cth-%BG~Mo{FEZt?QFK zhxa9+JeYH_SUHFyP^BD@T=mT8V2n@RYuIK>sS5mLDj=4Tv zRh@gTYiO8lOi*Nh$7W<49(lFbBAj+HltrIGbuLt%X0%zk$p4ri^iy!GUJJw2%%=Tz zXfRUz8=_X#LRRpkrj7T@eeZ*U;!(XkH55s%ti(^nUnf#HnO7t3Hq;v~w_Np)n6+OC zv=8J^diVhdBOdhinR`}41a=U{p$@N%>LQv`q{XgHWR?P+^; zy?n~7C#6H6cRygXdHwxbXJh&=wJd}U-*5O-cgJ51)ZX8VQ0KGlz*?Ux=`E7P8e_TP zbKH=2%f_R`JjJ%fYV8STEoJN0UVi$Ovwe~8aEB0rVxKbjX`OX83(h>>O$X1G1=U7g z{DZV2Uk4(lE&5>E!G>NwYo!oalQ0<&0L-;C7qg30y`nk#K$cs z*&ioSGw*^lW=S|SgdQE0_G-CG%p5y~1Lcc3cLJX*KkCy*p!0gQn-H@qsTOS;u)R8$ z57Fl<)?p)@!l6?&v|%JG@XD{OIZyABo#md0oLsFZvlW7;u6VPC>8Tvb#3oYUW8X!* zcvo^hHp%Fk>Zz}GSrqF2snhWvx2@b~c39eo8Nb4nHd%*|Z?#c7ozR_8H%)ueEW{-Z zv)K;zc+*W}q*ouasJHImah9t4J$e+HtpG;-PW83HlGA|IVSsglcJQooX4WQ!+XZwz zG>{gx{6ns%W`aIi`lhvtnuJ8>1yDw#VXKf6FP2%Aloe{weal?CGbj%nk?twf_xhG7e4&s|RcuB*ACK9|tc1Z@E;U{d+r-;zNrqyG7#A3Ff zk~alkxV?4qJy~01yFH6en_L9j>o^lldG);7{(3n*`t|v)Zl{O&5(ECo2r;{lc2T0k&h;0B zue?TOrP*PsmGc@cs0w-fOKx|am1rj`t#7i72?~avbhEMPbqI7M@fLEA#8uaEZ<_#x z@He#DZ+ZDt-E?5RUa=;;6x3(U$n`A$d^SwC?AzxVjaAyT&E=3Q5*pgS!8@%%w~a-E zi`%KqR*`mnwbFtLdvhyomZM`bE~VvI?>_jg`N|w~JWi_cAnE-W5@ut;WeD{mPSPc%o5BGWjhu$H->08O9XR>=k5pv}fRym2 z>?-HIhyC88>V1dpnt_tB%EVKskT%Gs9QX6Ew4bP-Znd{6(q0~3a6U6-Cb}O{0CG3) zM8o*mH19NHi&r(DRYsWu;;?B(omCwct>WNnCHzS)09+mS!EP@%<^a_EX zkOL$%dW4mtOVdR%&cdVf@Y?}d>!ia7(scNKsT`BU*<%6DM^|1cqcu@?_k=+_C?=4e zUxoh}dv;{wVkm>CY18aRHNp548P#g@2hWXm@~Y>tl*{F;#;!w&SMB5T&jTkzQSX@V zrPLhuM#ex5m8Ac5{=jZ|+nB|K9^LM0!}pxF-BWZEv3q#=Vw4AIR4<&g_FE03R^!Fa zw^_O7Q}m*iIv|Dy?UF)d9Wmo1JkmMt&YOfAVF0U_Z!>Nd^Na|~1&762OshxN!;)Tq zR%dv*8`1~V<#nkrqc%vqXOL(IIMCZ*T4!a8yu~)P2&d`ubo`W)^;Iz+tZVAbI(OeA0ML*P>=UhXjdBmhW9f_=lp#>1 zb{~B*5TX~w#yTS-?>Tli>G{^P>jN_6W+>=3^z!7?OK*DER3Ha}zvFTvYdtq_eGG55 zb>Qekwt9ijv$QM%Y6b!Ww0aC*flY^*vpQ^Sg4}{_VW;xZ%2^E%oM-K~mg)VkS6bb= z@Zfvs9S8aFj_N}fjpx;9txr4I%rK3m-S!_%6Yc7yJ}iZJ(H)xU`g}fx4)Opr!(szt zwW>?!h_&06T=1T{ZB?A;kN{ENW#>IN^YP(-^#06XobPJxXc_3}IK4Zka;fFb`KlTg zvW$!-nE9Ioy5&uq8SnYIlamRL`Q2Z8HdgK(9hW{ITc_8h9|k=y@^R5MwmO~waByRa z13>{4j4vQC`meO`9{nYO34%u_rMcf}*Uzbx<9VNloe;XkMz zNfJ!wZb$U*BZJV&v3UDPkkjdOR@})^ZyMXQ@rKP6Zt~c}wFaL&qV1iU0rsxnG1Sfg zhjjkyW2XQafB@fitb^9zYCWQX{j~P<_Bm#a@O$c0gXi&#Gr60-+q;-u(Ba*!Rt46} z%~gHRq%+8%iN^kbl25vUTM#L^Py}4dh!{5V#23qcJHL(nG%~kZCB%pjdC;+8k zkt=Nn1wz>wFk0eIU-IKa*cIAFZoA$_8A2zYpnTWXj4RS9uZAo#DR1NyW4y4Ttnxx2k&|Cga9P|#K~7+A0olR+`?vxC+gYk zQn^R(8mGJ=e9Rk;XQIkEb;iELeMvd_x%foGE$P;tjqb+&O^(cOf(90vzDGkI>D(-5 z5yDCV2@bbInlGR3mTzGi{XJLA%zSj=B(uxUlOExE@aXhA$mpK;Txtl|cr^N?gY<}+ zF3jZoJ_H8VPoUu-t+e^_A2)d3oV8y*+$TqDd!^MBUbC2n(DL1C&|+3>-$JY9c8p5< zG9rxiUZM~W8u-?FTHC%Y|L|d>rc`G=a5F+@4dZ+Sc4VXL;6-m=@xwlQ(hTq$SnnsM z(7;5|B4Mlt%5r2;dk$=RtqA+QKJnl8V zJlmZ@e)zyys0isXm6A8@%dT`vKm>8&{U&CbV0_2dHM}jXY90KiFA-YC$3F30@(-|D zKcA?d<2~*Tg1ilAWeKv}#x6F$QEQpcDk-VEEfOqq5T+pIQS$db_9{u&UcZbD4kNke zB8aO-am&ENG75j8mJ0`1EcQ!r7Tvd8kBV{bV&3|I=`lu~7+a?HDO^d@OYOD7Ph3GkxTPO_<2C zdld~qsl9R#9?`5^1bK%?HTBRv>7CjbcTay z1>VqSqglox<+MoHI|g!G-^J?St|GB(?{21G?&*Hv@no31`}B}e{$u3mo-McCbv&)c zql0o^@Zre2bbP1J17mE=4|qj0g-PRMm-bf?_OrOj9H_Y+hl$$3oAC48ApuQpAca&z z%U{k2Tw!Ll+!HPi9I!OJE{y`glGDhK@Rw@T7RgAL4L;u3u&y0*P zX+f-WPS!EvVF))Y=4;OPjxOLG&v^h!c#>w&od%iX4ZR-D2UaH(Qm#{619gPsf;VXh zn=a0556B>cW*^ME(R}|tc$C%Dr|2ovwBj8s`msaBfEDODI2Y%ISo(HW8!VeY1Tlkm zFyrgrMMTBxjd7oM@lEt7YetsI&`s1I*WGv@KVZX$0lvA+VY_4jzkORvcaMEW=w9E^ z%SS>xU{(rexq|RMzLq&7E(6}8k}+b{ z$IZWv{aa1TOf;=7wNOq;sv;PUrw}0E2S)l*E#g>>F#S{{-Qvb7=5`X64*S?(Ri^&? z$?A}a=Kb4RpP9O+&g6UQX33Q~cs7(-K88RU%J(xRpoYHX{<*^dS(p?w{z0*gsllpjXQf{>Y_nb(e4Nx&hY^sZ&KLGI_ zl5hwCKB}P(_yqr$gBQlZmdU2WRd>SJgDScRry;58|G>=vvyKi>BK3&)H6nnQ9yj^8 zZ^_#ra32Lpc*chH0mQ0m$f`G1>i`Zt2_mbiDb6s_)qYl&>{p zMs$?MzpekD=XJl{|M+OI>k77i?v~KP1P?oO`c791oOwzQ5nYm?jw2 zC(00G4v2JY`_0|-2Za1UxEabB4Gro&V4CdK)_G5CEG&wsD0B>hS=XUw$#p=dGCVxI zStdKX3XB&o<{M?b-K&hYpQ^XGwWQF{#eMqZ*sz~ALqTIv-NqVo3Xuv(jsUTzTNA(j zO$&HnWcOG8?c<5HZ)lIC>ru(s>fmRBx-4+KE}2xBHu zpl|`<8g3N&bH)9d;;{|}28Y3Hi41=Q;eUYsc_T#km@^nidoU30wTwUgfXjfQXn{G% z7&3fduK%4$A<_B*i8S3{Zn|$Kk}KC2M;HJm3ktfKNDb-@4YQ?0L`0GaU(wT})8MKo zYtt<)y<;-_2^aDyG_rYi#D3=-nVP03a;hp1oG?U2!E*ew+~(c8C<0D<=}<>*l8%n( z=xFj7Dw)WYm29@{v)k3WGbL-1xCqk663oRa`LaP1EfGt0Bj3I2Zt&{W8p=AXfc_74Gkjbfsyl!_K_gF>_#d6B?3biMZ*<{Y#vMG^_$#DU^ zQa`QMgo*LfXuNkbIyQE3t>SKUbhHcI3drqlP$(Sl=pczsNFZMRVFJ#NA{#x@Z_>p1 z2{G}|^k8uAR#D3XN3{M5R)8xE9_UeLxSU%8r0gv8+};GSZsfd`lww_^;*uO52{MC{ z%$>CdpV;3xO-R}+=x^`s%()2YxUSN1+P#|aygh1ruOpk<6BD;k?A*bQ&2mh1dzKD9 zIIbS|Nk74_?aE8{q|mJ0vF%{(AnAw(fnKTVva0U2tUCi~vliNIXUQok%ZG>i3xmW- zG11w+ukV)1yy=hD2dqg|eH%-RP|!0}x`)oT&4upY})lYx0y;IZ32 zcrp}x5UKY~y!Q~^!H6cT=EV$fro-pdgB#FFml7?zSsQNLsDUe8t;Q6xDUJ2Tm(}U z4t22>fhkS2^9B9tXKcZ$RGc~C4x-sVTy3RIU35gB-4!USD5f}e7Q7ph&={zSEf3tRbwHKSn zoY&AR#HK6Tj|^c|#Ur~jO3KOk0`YL<5jk=l#9k2q$N&0r7b^MM6@ux;v*|-IjudaZ70(F4pY>78H{kJ7CBgJ z#m#z9pt2`#0eIB2QzQ1P2auKCS(I(u;sbPC`f zwOsAJ0m8UQkJkH!qBS~!pd=B3cd8;E~LcFMB7~Hv_+UtvZiSL zuTUnDAEP?0mh)`a7IU(N_4P+bWie@$%K^<=KxdYMZM7~`nWTfpUfJ#M@&}== zZ?JvLk@pWOCS)Vzdapza)lErL5tpm(Ww}KIt2yyqW@h$Q9f1Ta5Q|1cH8o|Rg+NY2 zecI1W)V+Uqkh@}D9uX(0S#8=1Mp9aMTb9%D6wKB4tlDJX%XR77f`o@h^Q_0ReMm@1 zt@6EH3QYy*hwX$+c%J}@{5KKuuRm|-$_2ry%F1JsJ4P@k6=c{k=0G9t z?LyI{<0aF2y`@=@pMP9jd%~(wwW#JZ=n`U)lb^5llyH2JkS<^h?;uOvIaI3OJW@Jk zbbM5D^Ma`l$*~uHK@CLkn2F1dNwtuLk(!o8+SoL)WONi1t?p^07uE;n-jz(}Jzkt+ zGWgDd!+})@{YItM@+Ppa6p)C^ROFE3Y406q*R{{j@G^Y2@e#cXD|Yf zryhRC-|t=tS+41w_^N_94}sv{cjNM*PgWR2Ob*0JtE*?Nn(%vyZLwO&>g#73uXRV} z=Zn|%0O_F(t04T9R2P0{Xnt%KgG95!!a{95nXBD-ubHsJ>wz@TPVwvAw&>KR(?)xh zQ_=AR`NJ$AONe{FUZM_bb**L~^W^4NjB9CiLfn)&e_tA_aMfXUE!;H$*DI5OREH|H zrl)3N>4%j}4V$^!S{V^WP}5Z=Z7D;<#E;K8op(OOZd{3J?{~>3>R-(@?((rb=XJ~G zIa{XsM#~ePc5^OPg-Sp(|xm%l=O>H zh%rJ>FToI3*}4oMQh|)W9;2y>fwkVm&p92GbqKTX*P1k{ZlqJ01pWO_#cL3-YSN8O zIbVZgF{>H6;J?Ifc(JmwHbJHP`3arf8l#*`;Is9{q0O|oq=R3w=zv2Bj~}5WaT*ks zny77WUG=o9nELX7qVhb;<-&{!D>Jf>a@OaZOM0i*`ep!u|7F~HG8rfkii2jjPlvB? zy9wi>McauEF=+wMQRI*t2Bcq1m zXR0QOpFv$3P1Z3x3*O>V3ab`ql2Hiju~K0Or%I+i19m9mo93Y*A#t%QLMSVX^g-2~T0YXs;rT)^t zJ{M9yXBowJpmn-dAW5>#_Gv2pOX@~#&f3dMw{G4zo2p>bjM$o~S-{^+veX8^Lk)7i zGyW^H=Fd46VEe=RnvGC)`=id&0s0Tu-1G!ZYrIXH=A2o(TsSDf?PwQurLT@JvNOpy zxAn7NbTyocy+S6q9TVX6BzVCiW6$vLNU_UDh756iX(PWe-Aq2i!XjbweiIWn^$4Yf z#k6Y;1qCGzH!0QRThIR7Ex~Xx?>Y-HP-+EMqqIoGxG#y`Y}1TM8tj#`6%jX3>G_J& zT?GhMa;3Y#!X(^fIw0S?bCrNE+Gt`bmGEzp!2AEQk-xwP#pxEu(X z6>}wWSXF)^NTgm`!toFFc!yR5dZ#m^RlfMDVSP`Nl}3I>TDUd>o7f0io`i&i$?gjW z@6(~v*Y~7v3qkcPNmj>SqIw@j#n^mzI!xoVuq!U2akmzKb=~_{^QVbQHEc`$kr2!V zj67&=RVGo94^qZ!NH_w9GqZL3kV^a2NvQ@42 ziG@d^lLa<8sj5zNy&>}c49$h8by3#OW{PX~J!}A^hLX_@=BLy3YEYPQ(O_c98hB0@ zU}RKjnZ(&yd6O;PU$LwKV;PsiS0X5br^O=74CiVx_AAcUXeW`^B+#SIJZxoc4V>Gj zX#|u@jgE?<9~z>ws&yvf_7YOD$WV|U!o?wQys~0%$ROTtf0-Ns3AI3i0}N-FrI$lu ze`Q4=z4ZP16;47@HnzN+5y$YTua3X#V987a&m!q|o){#!UNf;U1Qj=;+N}E+r$3%L zhD!XiG3F~eUWT%5w}Dh{1_xFoN)B>0S%QH$m-#F4Dio}GA2J$>@hL;2mO!)G6tXuC zhDV@Xg)(0W_63g?nv+%a?|oT0ZGgU9yxQel?;0J0p&e3uUjGsIqlcO82nyH`Py~RQ zdo-(y9b|{Y`#Lc|p`q^4f*96%DxuJtlqpqRPb#3Tc)_#$ky%b=qxt43L+C>SB^`7D z;za=0$o0Zv{(rSs0ozI6z`$@bTC~y#{FKv`Nfm5h7562R6qlV%YHMqIwF{_r%1J7W zQJt;o$M!!oQ$_p`q~|a6eWAjN7$T-3O_5a0Nb$(9zB)APV!4kZTCJ-NMMl(rmwHhZAir+CrVp#cyaNgoUE4d>(+nl_Y@!A z3)kzf5-zY4X@}Ah5@HAtorl;5E^wIj9Z>6IXR1k8(lOFr#5m9}43{E`>wHo-1|{5j zvR*kelhkPFOOfGZdF<_U>_Tb$5nLND3(FHAMoYfkPvnK`#tYT0Znmo9X;GkZf%_Dl zu}K)nB+W~!>c_MCi(Hvx^7%8fl7Y)jId8!8AUE2}jhLN({^`o=Yw%L#N>Tv*vTTd- zm3lTsgQZ6Exp_!S7#WkgH!cDa=ooqs@O5mwRxx8g@Y#KiUZs!Pv;?>xxqO^21&*i}lli8Q|eIiO! zL-O+WW6hlOwq5S?$<|u*pFe+Ausu zhCd2j)kWRMd}YMLGz8?7Naf}^dPPrhDf+aSnVVx=Q5O}*Tn36s$b5?G3TA9ucWZ7^^FC-izlY-ov(1Et_8lT zib}(A3A3^E=IOTpr@02#i%N?LzV2?$QaQ^MEcZub%5}+~aY8VuK8-mU*Xcadu};5u z3c-DbgD-PVoPwezgWb>)2KtL>x2pa$?Cl8Zw^y?$__e_&0f2DAqm3TrIxv=%kU*wq zz37S}1MHH|GLrkZj0CjX)g3j2+-F@44mbnMP1ALtqsS>lpQs5Pv z+qJUeToW+LT50W%Gl(vs`{=xK0A=)ce8xRr2XlNQ=JM{$`<4jrL)HJG?5)G1db_q^ zX%q=XK}tXbq@|=&1*Jx$VQ7Z#&Y_eLq#2r_ySqaPVd#dTrMo-6jsD)}zTfYAj^}>9 ze>{K@_TJZC*R|F<*Lkk>ey8qG*=2Db%f7|3hDR3Ol;6I*eX2p316kdMI661mI4KR3fq2U)%H8mFK5ov#N2$ut!tH5@iL~S=2@d0-g>pg z*yyOqCs5pGbAf@XYOLq<_-Uqh(q;7K^|wRQ=LKUQ1MlxNxp-dBoFZEd+JTVI8ufZ| zb!Bx~N>4B1#*K(2hVuL&@0)+JR?#3)X^+LZuBK}&;Nga~y8vuV6Z7iGF;2Vjtn4n} z9UA_;+ZzWBnChY-lYJepIGP_HgX$)20rcwqDbH(@zF zv^i{7r7-+w{7vP7IPS8u$57h_y9Vhf)=s^`*7`RCTyfHXE>n3*Ay+Uk@oqUUe+93L zo*L^%lEqyi290{}t_KaG*=+_Rdm?f-Ih(-O$A|mb8+ibV$ptOQhPmz5Y8v(>x^@kF zp$!^pTb6%-XH7Ri{1f@?lrP&RIiOdn_jecRHWz?EONGD180E)IQWhwI@s{tp*o}No zA%o#}wFPqdb6v~^?x(-yl3OC|D6=0opDJ3#Hp#||kS`S~Uw)Le*nVn}l`mY^kS5O9 z%{cwW)NHd&`+35$;KDaN0h~Lq6pd8}MHpt$NgNryzmd}bW2^G0wKyAU;b2iKiM)P& zSHSj_2Y}~RXT?eSKb||cFgM&?Hq~|UT@iv;C;UoNwox-HCFO&hDaHKsw7Xh8G*Sl6 zeq2WUnU9a&pf?_uG}wLs0%By~qbEWiNiqR)g9H5Lt4f>`6H8MVdpw@w)tNakbI}fD zrs{eK47=}!+?3W0;7@y2XJq4V_T^pLC-)2As?WNd62_%il+&~N>unqgV?ZE){d!U2 zsER0SYHq6=$GHy;t6xx%Ju7FnXHqGO=xc72miOXgv-_H8|DNb&U??+Jc zO(Ot5tK1ad9_>Pwe)X`TLDRS#>N6FK<=^%z7K03ThQ;I%TE-rmvFtP&Cb-3r~Iw${f%AE z`~mRl#)jM&;|^(Qp&}?rNdq8G7}BzKzYIlW&g0g1iCkpC$HTP@*%=CtiUEKQ^Yi(6 zDwp}z`sEHXSl5wBWTlK$1EN4D&SBPl^X+7rL;ckO97+S=K=#SYu8~94noSVwlK9cU zi={7_A&@_w=Ghf0jfBB35cDdlCy8@-yFkc68w_6b0ngpeE1WMyveD8AX-XJm)O(G# zvJI8_JCIf=fbAs?4ng%)ODmS>)Szb~a>=)o0^l_kV|q zWQpL^=>5H71FE;Z>@#f1)O=yrsgW)Ym!Wq~*V`b72rmfxOEc?Kz`wvI zFDrC+fs54y4?U*8%k(g|r7y{?t!zux)duvDaJOSZXC}UqEaOu->aqRBLB17a#*gK5 z`ee{f?WJRH#2#l{5r{-x{c}QrLH84uRc>?DysMboi(3-`yk8rXV~7H^VFzmm=S@H= zw~_e?;gl#CP4B{gW_+AxvF8xQ3eU<^<CkfudJT$Rz^YCb78i$|-0fD+S;HETg z0Sy{0(AtHQY58M1jIx|`aFfS!tZpQe!&EUV7(n!La(<0f?fvoGI(yiv9dWhsjjMU* zc2ip;X6vMFYW-fq^z0W-GyRoby0Go)4dgg2%Rz38>rkgvWLX%x-f^heqo_1W_%WZAa>y zP<(0b(P$yS&?S`*sq;#ih<#Q)7sKkXepjUc##L%D@VUuZ=z+sZ3lVgPdHb^uAqYle zBmmS5*agb4C$zPljU5suR5xmO>@Bbo>W4fx6Sx5!|6RIw>NGIuBJR{DW-f3?KWNb* zeimT%=M&Imu8Ksf666;ez!y1qRL}ac~z$n;Wq|yG=ak@0FzX5QWnKPN* zrG%lPD=E+g@+3rP8>jIUeu!>`YcmO}uTvRxybt{wll_TAf%gP3LYzZr-TugfUVEVe z5eG0efcE_bdNal(vs&4w4l^p5OOwqp3ia;Iu=;gX1`L*avp1eLo( z+PjrW2hE)5sQkj;A;NC!3uY3Lw0=6~SJO}3lv*AN1y=3{f&R2$tOe+quJ6`lBgls< za%S#!vANz0o_wM?yXmo!D_H>wir#J3&Zn((tbZtALdvY~u^f6Nu&FZVu}g?6H9qI0)@ms9CWR=MzQx7G=B@$qB&jI$#_G1;bBk-fvv(SCyER#^EqrbMb!(zh zBgBM6-ptKbDq?eWwI`n8bk4~iac@E?3l*pALj3Z0T+35(Tt4smjG``7Uo)REKaWd) zSfwth*q|7bJK9vV90L_%WMuOC;HAr+x0^xt(tW*E$u};SlkBDQDN6a{UBLXq3{|u& zy|i>l9j3I%*?gnz&*SmBp08D4P@h=c6r~2`A5h{KDw>1r#Le8E_l8Qn-Ik*n<=Lzo zC4#Y$u3BeM2Y0Ktr@~*c3_R!g6IYt{{pHEd$>8R(cLL9>dq2k2Rj=m-;th(3(6$v) zz_FTbs}Fi=kepmqU+!R+JP`K~{%_UGc?}?4cHitB1KuV;C&~4~=$&?0WjVNZGMn~V zp~0WY_vT9nY7rR@p%w$C%hmbIBf0Jr*!2o{6n){}$*QWLp0zxkN4eq}MasU$hW&91 z$v&Y00c+NeaK>DK@w1T0q4o=VkAMs<=Le>p8NgrUGq7H(ey#?_Dx8j4_|%R0IYGk1%rx?bbJpCuD4z3bz1T+}mwV-}MSKzE}I^T~t-HDOxyzc31& zi#e4z*VQD*5K}S9Z)7Bl48I)@YZsr%l@n4#?(JFEUKVL+b~GsVzA(79))gxiDB8b2 z2Fj{uc1b$^t#W{+L*k@$b-cTr!%<5)v7aKjp- z6W(Z~U07QiY)g`2_YwRq0QF{j{b~G*#SJcH3v^UUMa#0Rz@~Xjc+X-REnPot8jXW} zke!uguAUU#0HuS-+P!m|$Duxym5~vqNg81ONMw0=xiDc@))U!LishlZDRDV3Yc(}9 zXvhaz`|!2@k3s(Z=h-vBNHIH-3jgqr9*TQUmKz%T!5_QqUWY=4VHO;ci1>{4loX@x z!R##-La$6TZQEY)MqSnQ^E`wKS+ISat9>84x+@dw%>j?V_I>w$g|p;ntEmP}=yig~ zuck&U$YfbNsl9zQj4+P%824BYbl!M$U{)s2N#3xxh`4xS;3utSi6|NwqJi18Vy;0i zA}MQwu@*?@?Pbcjt`$xJ(!NP)O?c@ z6E*P}vu&6TfNSpdTC*2!ks4gyv1uC8QEK}vRSTt*PRG|;I!23zXCw0TH}|vAZvOA% z+52utCl^Jho$37R8BJE5_A0Z)?t`iHYb0wNr(4#Erv=(a=s*F=A$QAicE3>OTz?qAq289nH-(@1ZGu?JlOUII zStMq_b7fEGV|3o7($&-Mjj-hgS!pfWnw#n2z9#2NnGeNgZ<0?%&SZR}#Fx6VpTiPH zhNUu}Zg?#NZiSH&dX>2|hb-C}qrsnZ>S|IGASFuxi|&eC9cWjgPm0wZkC80_h$-hb zBD-cj8<1Hdtd87&Fk6j5Z(A>S$3ABfwpTS9_DZ;%pB5u70fGNyJjULn(es#!il9~T zs+&TjV=a{l&Wo~#zRH%{`Nho+VqF?XV8|hiLY?3Io0$f1hGL(wYXYgtvmR757uhu% zieJ!U#_fE81fYtwe9SW&i7#^TEoIA;2+cJl{UASmhAgj7u#6in(e@JY9eEdD{o2OLs*`6M1f7CiH1djv8 zsS+X5#9eg`WRPW^{N*YQOLM}#!$RSG%S;(_YwPZ)u7e~P@%oOUy822P`NUPagrQW! zY|YmC(Rbn8W)OU+|CdY*fT74phfKdnW)`+v?TIjDVOLf?N^?)Q@C15QfEn-*VEYZl zXQkHM{*de0IL8?IpbW3F`p=6WozEMaEA3VM4CmB<5miiRw&3!UL^h`S zm#^rksb_&8QS=4bhYFMZw0uB+AO<}LHN%d{-qhYWt_0^6;WH0CHk6l_w-nwKum~F* z8yt^>uw6h$`EhGlV3Z=4HG;)rb^6?wAx5Ny*G^DqD$dfi1ScNrsEpUPZ(MwQJfwFD z_aHQW(&%)j(e|)+{7()>T(im0e|+4%+b)%5V6qNWzM>D6fSt-?0^xn10~dGh)&UHzsK;+_F* z-Ii`l9B0;XUFc5GO%=UI>M2yK>$1t1XZ5~{ExIbvzeV$vx3IrjO!;1z=_}aX&n{ zj*gD*{omP3-+5-EhqG}U?%4#pF?t?k+-Jqkp|{Z0`Wx#pgk{I6&q6P0CTmO*kgfbI zZ(Xv^f-!B(Ba#3-$QW0(QKcLiJW{~AO^=A>gdBW%(<^f zb;KBxby9!*(k(4JBVAg%qXDD$%k7>r z#VF^AX#sa1VBGqXXzO>J`Mt?LzOAc{lhhL*0bnKw^`E0V+`EqMsETq8I(o4iLI-L# z9PhawuXLhl*|fAwT+wHmSwzEqHug~CBKy#y$X~-~t0RGF+scAaXdS11FvGIfHgkJL zFjb?c=da}QPp0bC4`?#>`S{5GAlbm_b#ip2bhui>L6xsu978KjWco3}d@?Ol3TPyp z0V2sVn+#Kn5tN^c{s=H3@aDhPPd>o;mI08DfMR~VdcpB!S{mm?g?{+N{AP~4`eT{# zaVRMt$6HRkw%P)mlcRLpmC1Qz;f4KetFQlZd4DrZMax4&d7Wzhi;X@llUs#MGS}=( zL1Gq2wxh$*{jl=d@eIJ+0N%It1J#x_oZE}CFJCIahU(TI-oEuk80vd-!-V>})iR9( zJ5LnUT}{o1$orjumoJE{K7P580>}964AM;{IpZgyh(sgjT^NLi_B! zrRe37Y`wXYb@UR7tFp$T-U!|YW-a1s^1V5^XD^Ky+RxuGH6gAuACe(LL>Pg*l9KoT-g9&dR7v%}u>=8zMf* z`cA=O_vcO1C<*_2YB-O<+K9%xXOV{S7mh$L@DhrH{=`Kr0l8Q7sM%N-jpR;rcpOce zlu;soG#kE)cYFc$*HlLLp~Q>T<11+8;k@1hyp$Ju5B7M#hW-i($~}>x1j#`skI4d->Qb z*(A29B38|Xd#{DC2JD`aRg}9Rchi!z0jZWr$*0(4ggcFjCbuNa)KC;Opy(ircw^qk zPP#_+Tvv?Wq8v~CbqU0b1Dgo}nS9bfPyA`rG7h%OCiE%M*BP<@90lF4u0>Rn5L3Ka zT?sN?e7pl{L$yMl%AT}ex!8d}?L6sqHbQA`Ou9&G-u|dPfpo0WE@GSNbrE+{g8q@| z-i2m>na|%zq|Wq3asK8-aV=YuoNXMlK$ou0GBt!@n<-s#p@vgkBiObVl|)#uvC~aZ zPFfQH5+ezE`Abx!zp70}0X!N0`3c9cUS)I8X0d9m)XBEM8VBxlMrNI#Ny{g3@dmOb zCPwCP05+1IvX+4VD9+2XMT9;JPbK-nYPeOJk_>o`yE!CFzrx8q7y%NEKHUAVmsIV% zml5D5McBl58Q(Oh#T3Ng|G7&)KdFO@y&Rmg1yUXBQ4whCmRYm4#;tM+g%-KlD zS}961SFfOf+BfF(kW&Ma*n+K`=(Fht7ypK%`tjo{8d-#soMWf8s_8dY;@#Q)Bq4=l zj}>;7IM_nt1Cyb{Fse&<(bUwFDY2~7H#qkDIIC2e_x8DgZAIb@Y^#S~prd8SZN`+( zlt1T@U{FS7N)u~7-rZb>Z#BHscit_#oS@XuKB`9BmqZc+=cX=I2s!fK%6;<(K>Z#( z>u>e9?zvVfnm8+3k-fn3{ps+V0uakm>PY$gN!r?yB7p6*eVUI!jp$#qe4dzq-ML9f)S z;ja;y2siwe9e}}H;QkHw=KJ_P8aKvfU}B31)0hlKWkd!<-aJ7$ttSiM?F0^sHLGa3 zC;)^%+H4T9amj$p=}5-+gGo{CXgtO-Gfb2}xVm>MTUeHN?xgw-y9Vdval1jLwCk|b zQ)2jbP_I*6$V~mI*;o@ernFxm7LpI!WoCZmh*0x1@vgEg!`uI1K!RN`qUI?>jI(LK2$z>X_<_TQ zAl5Dzxt9`tVB~p0NQ`YDCa#Ri#n0azeck=*87u5-r(0P>N_)Ez*n}1FaLJ=+K}cI= z*UbZOX!P4Tu;mD_Ki$2_qk3qi?{6NcdzDsk2cj!7%|kImW?(M85!GrtH5P#EV;IJZ zIyE?FPtro0hHk2SS1y;*nJj=vNSIH?{2w9DpGf054mh4Dr88gWpXlgHBSjG_8R+!# zQlvTMC!CZ8Gzi`3<(S=6t+FqjknIFoeQoMYK42K!;^P5V_u#@@`o|+r0R$)rQKq0h zM`hJ~nc8r10hmD;Zh=~D@V9SLlNBZjSBPSu&dR^`EDba==lq+4BonlO>DuuO7!aLe3fZwVxQ2p zY2b5HK}yMoRZs1ko!e_km*vW8@aqzzYax&AZD7V>_0PMs0?LltM_oj@3zu* zRjM+dWmU+QdxFzcnnFtEj!fa6!`Zx|` z;BVR?^OHboQJ~(~7p>`XAsGtfc7&Q)$=DQJf=)$>O;@&=!2G%HQhj=GF3gysjhUGl z7Akx$j>V5y+5tFn1?=hSWtVGJ9qYZy2o7tRaN==W*f!8H2FG3lZqa{lI|WEptLm=q%DMj8&!Q z;hnkM!}((_cE^9r#l(cgWB%hd+PJYcG6%nn87u(uTVGvJpO|X{UsC+*a3Kvt7XUIKLHjBoet0GR(82b zSHxEix3Qx)+NXvjyH8cmA0Ubjfx72fCW^?owr3%Xx65|9tYLMt%S~DUx;s-{`+j!R zTrlB{MRY%x+ra7tVZq#_m%gfVZ1CU^*_*J_5e0n2m;3q}Ji2HOBIo;&Ln9LzzE1hv zhXXtZ3zFJ3%)&+H-8qkJ`)8^V0EqvRgk;^454qxtKb@)OWvWS1TFvF=EwoIzEajs3 zG1%~+G+PEfNR=8+qrq{1(nop7yx#4=GqYfrEI;2@+Y)uSr zjF;d2&NJuavA_(_m}7umQ#&?@-tqciOsj_drmfjVP&vVNSk?+1ad2cj>;=zkiQ>)K zxsm2x5oEV^nhPWyZr1F?{(pJ_2m{1i@cn*(4BRcv)|?fGI&4q`dv@JrN8Cr>bSpMH zZZ5gobX&^xhHD+f-qW$I6h0EB&x+xa&L0p14AiEp?9F-Et7i@KRa`lC*Hz5mky2T0qokHA1}IXR&e{jM-7dJo&cL@f^h2702SHu7o} zvSe)IOo|Lh$lAzw-qiPIF$b)j!-ZIQ$ZM4?o3H73KCB4+w5Xn?qTwnr>;mv{8p6t@v3Liv=Tr81hvrS_Z^O>E`Y!x&VL1s@jqk0>b#%6=M2Cu@!N%`hwLHVdsXx!3&1@Xso}j*a4IhBTY? zLETPHWwv3VLbhZ7)-GpW6FpS$s8HGZ`vUiA(EKBM=% zDgf)R61uY5GV=6C<4MZ|$CxN&ukC|#Jn>12D!y4{=j-bo0;P*WQ;rS@2^T2A)ediw zXh{Tk-z`)`d&k_mDz|=@W!ja{HSfz^+qk2GHUsgi_DyLVgT~Y6+i2W}1i>tr7lqXc|{b<0G~(j|vPvIMHdWG#Jj5iYC449U&y2e#4uS z?l3Xu!=hijzh4RrKlj9WQw*UjOURu?OQ9%)|G~~ZAM+}xGjLZPKPIMNeYB8TcKh-swvtQy6}<{Qu{*!Hh#QRW$mxMmt0rpnmZyI z7rVALW{#p+SlQInib3k{=V#Bo`P9>jskhs#*j#ewPP za448DV_J7LdgGa%4aECJQ6zx!7pTKeuHt3gI8qhezg!H>V!Isen^H)}Pf}D=tTEF> z^o%DRRs+Cm)0&k4vY+XE`YzsIkP0C{yciHcr8usgIp-_i$(QZ##zk!M12%sTW8>x&9e zGiqZn>Va&5&pm(j|Iwnrf)tIp(9UTP$T~asU%cN9c2+6d-eD$7&Ft997NHlQqkxES zY+9VGkY^Ml|F#nGB)qF6-*BzTHczR!y`Z6KgSv7YSB0Lu_e4fsukAGa!TM%|NdGqK zxVtIf1lmPsT_M?>Ibi;)#QrDB`FqcQec0ds`0pPGKcV^=ieEbUjTmG`)zF! z2!N+XpDqdM-csYFRhQQNC%(M9(wd6fYRBjQ`*+*`2RRkA_fMOte|@Hf3h<&1ej7cH zoSNbf3<`|~itxo&E;7*co0JUZpQBzY##K-&m zIdp*^9C_cnHl?I0dvF)z{}b91h>BwP$p727|N7v+{mQ!qKuPJXL!PqyCk@BHF7Rr- zo${_X%fBt!zn1U6z8dhplfXs6l%!nVX9D9^J_55v+S)rlh`Sej@z;drRHmlN=b4!T zV*<2(*v}3S?1CSPJ%02k3;xxEq+; z5ce9GmV9tiC%K!SZ{~2zl#y4b4%9|o@-u!0h+RkA;^RmM4c7{GLy3FdVlVQ;_sJy401!CBO!}5@)0@BSPldV zkqO$b-0;XF%QKf*d4FLx2}Sl&63#ppj7)q+A4g*Hn2d1wyzcneK+Bt4(01rr*lNsR z#_;o|Q&Jv~3#5u|cfe?@7skgOpfs-xz4T2K)_g@Hk%0h62-E;A)B)T6>g?k= zbW~lf*(NBFKaPpW;92o)mR#&>WuW}}0S0hFBO>c>oQi)&<9p-ZKO;fKiqrfz(BQu} zt)2U-%1Lke=pnyhjb+-t7I|C~z+|azjI{|TzRp8HUM&yI9f#}`1eWRSaFHa#Y(JhP zHTXQ9tZ{%piAl6mbM$FQ^D+N4&9S6fl`;~A9>)$T=z$9=Pck7iJuT`B)LKMp&X~W$jz12u*Xb@MvEzz2FJ`_?b)r*cw6k@V7><JM)q%t1H?CE^Waz_jF zr)&bjn6;<^1Mf$`J=KM87s=FsNE4vEc>?3ub8Ua)BDnSt*azHUcGC$B~=!Af(Q}v2h+hHtrMwoX_c>^L7$CJRhZ4m z$3*8Gx!1}hC9;gO#nHpM=zrv!t7vLAlJg3FhE9~c^@Z9lUpgRP3bAzct|qnTI2hdt zf_>F>R{MkwHq3T^0qxV7#V(owrs-SGlf+1Xo8nYA2S}d7LWM8DeMv%W{nuyr&ksc| za}A6_ZEpM2F)K(ovrGvL3a?T~d}rNu3F8D!e3%YL*B|(=5jX8J_`Tw)|I^s&e>!Dv zSW3)xA9eA?S#>cO>;wneR>C&RA~d$Mk17n*s+@}qYjTIYl03>*MMGd!q)6Qs&?RL1 zREK5vY2hRzb1dB(I(48wad+!a`eoqAfxh|tcu`+Ky+B(;ARX;U0HBVPXF?+4*ky_| zUrW=4kkKvx3a2WvqE->k?C&uHB?JsC`BCn;>imu`v|~QnLHeh9+!taFzA^G?D^qh< zRu;XBg=~~iG46`K*j+ZiF~tq|7L4t*+_qI;_DzambW1!{H#Gtl@#@h<(y1bVE3I;U z$`y~X7`uIM?Dz;F^CTBVMQe1Vf!Jm@fvf(5lEZg1Z3~MeL)!axorB%6U%#MhbBIs^ z-e1G}DU(VUFvIS}Pi~!kARL8ZQPxNUqZnx>OH9m=By3lPC_-@0Qt^V&@Co{XSUA?wZD_>7G!}qX!*+Ysi%B|RB~}~0W-Ef7zNp% zxk$KvGk8cz*D03_8^$oo0FQGLpomCTd{NU~;2XceILxZk$v9~ho)vg4>=xCN$gk|H z=fgFSCC*qmW4I`!Hqb|{a>Jw|#T6;3B>Vl#nhsP(F>1%|8_;`t+b8G;S3sxRR6dI0 zSTcLMpL7-MsX&~@t4>hTSWC_!&}3W<#+FR8ez6f}dl=LvRhl$(U<^^WEmSLi`u_d9 z53a6dGI3#U{7%PkXk*V;io7ovO&uSnm;gXQ;ns6@Qc=-f;$&;G7{z_{PF>F7Xg)@}Ou(|X3MlKlk-N~P zva37I1QA=EI>Jr!>h`j4Oe9L!>XL2s)0ExG)Bg%O{+qMmPmohX6{h`(nKphVOTHW= zL&~EL_*->OIeR}Y!z1iks7aV1JU2o&-XW`6K}PWl=G2$E;}NqiW^E7=mEEFZDk3d1 zihylWU&44LH3#vA2JCBJ6wj%IrZ4fK#PCO;CGnPiW^>i9@XNWvNxE#D{u&v9`=o-y z0|Qi&h=U6EiAT6g3}Fc{?QK+B@wcp)QWOGeR0&R7!&G^UDknXtUX0v0paLM%==ngT zx*R7*4EuFzR*i7%l^e-{(|5Fg48x>OVrGjF!mwLiE+tW9ESbj{8copv zr*-s39sftUU^_M62S7XjSpoh$rn%EAZ`(dT$(PgwFIE$S+3_ZL>CK(0XJ(vc_QqTZ zXB)V08)`YN#(ENvr;gT60!FW&najM6C4a9d3N-#NC+In?UigqLrS$c2nP~G&ew`Hk zmR(=A%(mUh&CYIhQFz(GHwMn^0Mkt}6OzP`hIxsX@3FB_hS8M^)un*JomqRYd3{>d zHlegUJn)T8vZ&W=mJ(bpF0QfDw2vQY3(smvy^M{A?^K>dqc;6wkL%?QKaPuQ4FgZIyow)1 zz8Tq?xD=_w<5umYmhAtgCG8hc*mt9t)7$w8cMdds|JV!x2I;TovsEn2v-*N@eAD z*M+?0ogIn3KDoDFpchks=(P)_Pm4Th!uOXDgCF`s+6ceRCAR;arTtm3mME%$URD8u zv>Gu2JtLz-(c(CoiV4}AoQ%h;yyLkQX|P19qx-lg3gJrlNAq-yMn;q&KNlBK7QQ#m zT}T;Oy#aXbwoG+Ew2Ujuf_7;} z*+4ZA7sKUyHUGkZ`9yb64oV&5IQ5EJ*k@7y2X31%7;Bu;pI9I;DoQE;7l&5gRXz1{ z9qLfVGYxH3_X@pz@~J8p4Dv*uE+W=y3=VP7N0jOc%DJuP7^LPFodPkve_$X~VV#WV5P=2SEo>g?Vit8>fq z6L`z=aw_5r3JZ+)ec}R&9$a7~8SJ3e_y#b2(8KI=;G$$)*!t;v@yNP+|HPhi9oEJ! zymb+|pqfMO&Cg%wN8U}@C$d$+`RXYtP`R!2othGe`hdW|qoN={KWgD_t10>Pi&S2> z^4N(6=`2)#T#_G#HtlurKx&j-b>jE$Wx3}&MFvJ@`LO-cOyEp;-GpA@+0WeYJElFY zYJsJqk=ascS^3+%QMbpkZR`Jh)cpI7c}8emQm*hL0aoR>;e+gVe(HF@7ZdSqVWSmg z6X|3*d}K2G$mn-K4x^J)a8Snk!^d5SpAHRp0%@+QXKC+axw)$!)l=|=a;OJm?IEdW z*WU`p`zPeTuciXw6PJ}&XYTmXZM3mly~XCHSR^l;pvgl_bsvQ}deEGpXt2iBzE{Ku ze`M}ep@}tXwn--M#N%M^AogUW5FL{lRZ1>6a|PyD7pL&fh!rfkrNVxG=^S1iL$=r` z$j~wubhW_DrCgovO&E?3Jnt*it9m1SGg;g-r@0vmzO4MFRFvkf8 zA#bZAY5(^tgY7K|yN3fdXUCrL3CJ0%lG~_v2r@6|G~(rE<$t)(ZRxv}B5m{KR|lab zhp^W3C!~v#tXb%9PLG(X3Ai0Ep>oeoO;=+XD_P#LxP}kTxB5eEzm#;~m8ulPn3!9( z->Y91J4@w$$g0~4y4|i{ZE+}b3$N7+Iws$3&xH41o={*zdn_z!8p`vDABi~8)J_Rd zEwO`z_K0x;d{EsLU&gW|dc=Nz%F6YE`BQr^hCYR4-sl+jXJzPphfJr){237;KBDY2Obr&^xQipUXK-sTd)=KMAkwf3Rm4rYk6IF07!oMt!e?l9@r_S>z6`3rG4z zCBNmgwVNN4mb!Hwxh+!KAva^{c?Dj16R{=4Jdu`vM4j~z8Wj*g;i1~|WNj7KC{qlo zOO5g*She(`!!R$`BBRdFuq}xDvk8QInQ9|HEl-P&y%!YXD=OWF>3VaZh8+wOHU99r zmS2EL9)d>hUbis+du@$3qwaYdbs5el5D5S4SIo$SeC*v|YBkH$;A&X&|DVMSrSiV# zY4y&uR)KF?%l1H;ft8LN^|?O^7O6rE822<#dYmIrzXZk_`+o3ID?!~eOA{+Atj=dx z?+o~!6+P?Fwk(p9dN({gj75#NX!Ux};-mA>(3DuO^{Wlv!|ym?Q&lg{#2=)w*a6xc zP-^^xqsfJ_2{Mu}Y%D1XyH}KWY)++Su6H`H=auaC32M z1aFxbo6Bz|QNb2Bhk|S>e#g3hD~whK9;Q zUtkL1`daQ2M&`VXqb<~cKp$q?@o{=Muqq`oRBzsVbH8$r;(g7;1iG&J8c%Swv`YM0 zQ`6UWS?WWqSh7|!j49d2?0b9y!v|4Twf`xI`Y(gL+veU3pca%Li4$v|0+hfx83pmI zTDA8(W9Z7kbqm5a+}!@G;J#1DId7hU59Fpj$^{w=o4+#`GYV2(ba%7({g$DyF^I_> z!cl=&^tkitRZvObuq)qa(L5%3?}ycj(iybVQu%6G9mfA$JH7Vv1Nok>`6Lr>2*oqB z(5ll2YF27^`Q$A;IHQ%u;)AixEKRc0h8Sz^ImjEQuvJmUQFXUZhEIbNseYBE31UZ) zl4{5%n_74fLJXb`^(MYB-Cg^PEXkoK#uHvw!yw?TB`{ zEPu+FeLio=9HK{8g5ug);BWsiF#WGJO{ae?K>baR02iWf@jjQt#s0ZovMsi&o=J)w5I2&dizE>gyzG$tLET~Y4v$;i12!u(ooHeRewpY$os&}IBbU@H28@uD zs`;_61wNZ5U3hK3Eb%5u`lG@ledgJ~hd3`BiAgQ@{RH|GCpqVbe#>z?e7Ao?8$HB{ zGg@lz`i$1AHcs<{2)tG*dh~c>S}*-a00ytRZZ?fDmT+|t0R}|8U?gO%7?~50=eB7rdF&gg?io|G_mD=>E$jHn#)^{?q z#vC0A>h&m{-o?@89qOWlC_7&+2N{a#45N5|=A#htcz++(AOy}O_DSUDy){^cd1+I! zh&`EN#)c-6Z&%LvU-!uglIuE>isu~0Sc&J1$cUk6E$LW+ga~k>U^L0Na>96yj!%fT zB#Zjw@+=)~Y$bZs^_BDM#w7M|@Q%DoI>nL*>xm(6gO_}AN}U6~O@ovCJ><$#0joZx z4-+&Z5<2Wr&dVuC^SH$O%m&qfv1$Z(niVN(DoA7Dk*98s4>K?@gjb0iqGMoUPB#xR z)O^K;X3fX2#xSG*FOs&ud&2~kJ)D}$ zJyUN2p=8hsov6Vg+G(IzYtVYUWOWox7K}CVdn_xHRBiJ6_RMIfBpa%e(kee}EKBY! z{w3^I8L-T=LNI@fUb^@%yiG}URr{Z) zbG=X6ZFuJ(H$H3|%{2V|h@4h#@dK5Hh6e3Y9L{Q*nzfa!bIYsrrj~ll?bIt4T+EVoLS>-@v5e>wlbc^DK=Q=sL33ME zl5WicqMadd9pKKjX|NJ~7HQQ})M4uLg00Gyr4xHIDSvqsFvxa-iPg$UuLKUSa$3G1%LZ z$z~u7SE9r#$q?29e?J=#qqiWVpuptdaQaDPW95w9F>C*@)=gLprK!yaHb@k*qRt^A z9~jFkQ9xuVxb>nIW#e*G@9b`-jI2+y>*X>KL%pzge$k(Kmw zRbsr(^Z_c7GXEA)ZJ*Xa3Quw0>)g63@2L`P%C--96aBd3#H5S(Dpa@Bm+PBh{eZ8F zr7JOB0J|1@(tnBUd-7z>%9h5{Q)KFV1p%~y5+h~>XB`|oSni1q_KcAaU#KwbeW3nY zL~T^J3{~yJaM*iio@sfVzd%Jx4tCTy7yj1j>N3aPx%_zxPy3bW_L>q;-RzEBO)a;_ z;Y|*>9PIyp+y>pJxoMR8En!=migspJvr&?EMD6gd*b@^wN_3^%e@?aMn5cx4D^hNk zudj%yS6}_zS@_?)a^I*V+xSZ+yl33rP8yjUO>g5aA_(XG!5~4Y%iR#)VU#~RtHC&y z4`g4KZ@=iHwSF&;^tJ7HW)(wCbY9_PpBrQQ$fqQrT`v96lTt!?9<83<=W_hailnjp(ixbK zO0%)tpy_;Ulakmn7^r~zXk%lbq1n^%c`50LS62DY(tB$Mi#j?!zg}mf9D?6mQAbBB zUFoe-WBuHofy(3jq@G3D;QZW=rz6RX{4<7N%O!C6^ZO@pkB z=GQsx9@{rp*jQTnBBSS2R(TCc8?)T ziVi9uR7(v3yo0CXCnF=`nT|O@-`T;zK(J=wFIOLZ2D-e$X_y3K#e~XEti~JUo-}np0dHaXlTg7v-xBsjJ!95VI&n1ML zZEh%K=QK77aePrj<*NI^mrhOyi%XJjZ_fnU&wlYPbEG}9DRH7AR)u3?V0<>0LGP84 zNtvHd!D78xz#E7dvaNGu`3_J_bMRItMn-}+cUnrft>xsN%7 zN{Clq>mJ=yR2hHGFG_bJB@>Jl`f60nRIifxG3uY_^`p%EQ5=q?3{>PD4f8zhpq#GH##HK*KoQ1IaNu(Cz~ z-w+lRHQd`{uE*0BAJ32dRU@~t+}HfI>ef~;xr3(&P)JLkEPwn8(}H)LHu$aNkNu5H%8f4`Q2=<3b>@k4L)qtpJP(!=D@ToP9}v?}Pc z0_Uq&yrK?6v~B%Vl$2K7`c}LXu5OoWQ^#EVwr9_hnw{f@ILmTUo5C*!yG+5(pO`sb zB(C(s-;(hZq>kpp7F4zH4Pfp{O1MdUZsBrC{6VMEil0=!#04~VWWRH)s(ON%ijOZS ze0Zd+UTMovTU(1aSyY$hcXM*uZ(X?lcI>-jtK05QhSxojM_0i_DO-Q`(HX{l_v7Q| z{H|L^HA&vJZ*&36UttxbL`60?+_G!dSWgzr)4$>kyE$&Yj=6jQ1sWsEkJCrN9EYbD z{3@sW=VES(J+F(2FhoX2D~}HMhwT@a)Ue&HL|=hrG_BFOSjV2tKYaKwrM9cwWIO)p z29%B*t&4E`xvsm`LG_=7V|)b2xiW)diiY+Hjn?>+`_I&>NeBgGgnY|zWSv!Cx4qi0 z&^v#u?mxHlAwZ#H*u^nzY9p{==d(;ApUVb0(4z`gl%1s@uY2FYx*j_eZKbHJXiOL#XJ9?SBd%9EepUE)2%U+OX6MCCU-3oIg+vj&YK3@!)Icis# z`%I0wb2O&hjF%#U;4A2M8J@!QDg9;BG;JyZbf)DQQZtq0C`|f)0_sm*z=5$wA)vmpFn{aqN9C_cH+;}^cIUdB{)h5lJ zk-usC#H^Q79WLX3FrxP6i!&5ll+_4{NIcT-unTDC!q6Aqo?SWoX>;@JyHn>G6T@>E zwBN~YhPz&T=X9+7N=L3if_KF;1eYvF>?DttY#X^Z3)cmeYR!2&~)Q#9>i1= zc9`33CD6v4qtk4A_Nt}k!g!(Cj)byhNdlyNjq&Gz`SXMSFdlG%FM{`Rm=wo<2V)w< znByaIcEU-UU_Pa!wFY{8IYd4xbi!k!=N(U4+c%N7E%j-&Ha`AP(2ug&tBH|af+Tq_ zJ18@>UeMEteup z$&(io#zNqa3uE*1!o9CXErJ(A-=RMxE~@=|Cji)M0~J$~R^ynqGpg6=)n_1PFs->@ zId`DBxKL1+XEV1LWg_Y<_;{cv_*LPH;IydzyYHVgG*JA`>VAdJmH9m9txTr=NLs&S z$Mmf%`4b-jFw!jC8z*Gm5*c2#DRX{KKLW++Ru1pwdiY-QeD0W-#K2U%t&z1d%3A!< zvuO!>QYURM7)Q_74;Xb}d>uQlQ_nTEv<7B+<2kIfspJH6o}xZpWBos`wVe_Y<59hv zis5e}S~Z~kmXsvw^LP;gX70Qj&|rNeDs3Pi~k7)E`}0`Re{OXKbLSC))d| zh;#T=x}(aFS9AZujJgON{VAs(rSl4k@OyD zYAxpD9rK|Tp7LXc<+LsOjBjS<#>B)lCY;?|it7Q zpyua2{!j!o4~0C2t5?4_VD3A}=cA>UCyM$9Pfq1Sb}K@0s$2#R4$UWPhhal1@3M>4 z&17i2*~rLINaw?6_sw0q^?FHflP%Y>iTDt+BHHst4|n%i@_pWFi(X1~=L#g`%RKUK zO?wz;Q&Za3AWeFPl1x<3nFNd3$=#{3){YyD4^^00mqnXZ|H`QU8wUE?2*InS+APxl zKw=gGMBC3jvrX5O<_G=g6;S{{DxM`;MM9EJEZzZ94hcD(0E{A&cx_=D%NG-J3`CB7F8p*r`{2fepg=#-P_8`cfJCzH7C%7#>2G%oHd2jYa*)Alug*a7o$#WwJyDQO}y3L-(} zKp;{A#SC}w1DvQNrFG67evukePQWdJxlrN>3K#tqqjtDl8lNc(`ruBz%Slx5mGlpi zF@EvVQfAReYNWqqHULx44aAX{L{L#_XgBJwX}?zlOa$-tlP2NDZ20^FX*&;}oyo3w z3t&t60cVz-B_-X8*cZjSvkrP9|YW8bRr++KDHDXb{!oZq3p*9{(YGLJ+?KXCil;% zz>IzR8`Juen5+54F?pkkAVo%TV}a*O2IN+!$&|7-DN@qo!kFXR zkScSUAI^3Si70LWD7OyDi+f`B6UH#>Bi*cRIE_`bJD_OIaas13b*jC;BWQ$T(%{P= zCOK3AtE$AweFII%N1}T?-{tkazFi|oZE`sQRSC8FWd<`XWVm`_wcH%bNvE@i9Uj8L zay;3xXja>jK4rW-p%vzQ5@cs3Gb9%%0}2K@@^*Rdr^kD>vV#W}l+q6>(&+tT&YtR_rY2%VoU{a40{nDHJF}28YYmHlrNI? zfzI_A&=4Y3PrF7z_m!6OBKLVdo_N3|Zx5JH?n)U3k3y=pgp&z!!RcrucS)fbXgM}u zjl-@R#+TCvy)G|X9O4(`9$t%?Vsd#f=g|{DUG^v;M2@Uf8t;U4_;P)ibT2w!`gfb+ z!$UDj7;vh#3=ygk5o1c7G+)v4UtDg$war^wGfO8D`R~jnC%Xe^o4;QbgJ6t_>CR** zPT0WWkVCgAm*SrS^#&eW1YGE{RaH?7xma@fu+l1P$8PvlOl>rSGw6Qpun)^dQ*!~1 ztMa3soVCDv&bseyZ3y0Q?fvk7pW$zY{C#Tl1_DX57dA&3fM9>;(U|D=I0nvqVrc6+ zn=Z|5-3mY6u?yaG5wYn5^s?I=(b5d#ys-epibs=L7kt&UxqqeUC9=|*gdM#RXhkcYIk4j?}GN% zWF=+%6`$f^>MgmZ8=D^e1^q)OC`7B)GP66$?lW|g8{NOPKgB4oOcuzFA^niTLI4y% zc#Cs$GJ0Mu36tY96^oDwUlitwwc5VdwsU9Y_Ks7xYxC#E*VWdb*kOK-W|MRvtlP`I zuB#4DLuO~IESTPX2AvozcYAg9q7<>(9`gNoW!>cSu&iY+bcqc!bMLo<9h{}%I$|A! ziq8Gs)>KaDYWoKj_Mi)umf=fivH7N;+a0+KhS3qVFoIjcFSd9Ig zpZfogf9p3R_V+KiV#VG6JBudK-<0KNUe|VTp$M>&b$?>gszt~q5{%gyfOc>g$7sAd zLx~O3aOKldWUx$Ho}4V~7HlTLtGzvzcuc6Nnf7h!aAdGpA5|69)3chTIKhZEpeGEo znsvj?ROP|A$U?z1ACkED#<0_!=2G)AaLLHa@FX_O6$^s~S;~%1=!}efO-mU?7jtuW z-7O-X*ukuaBj#}or+12k*M@9*u=J&F6ifyE_y^zoB4_#jr&r8vrKUFIaSrw7aqc9S zh|L+*6+@=!^9DCLvD7?xCDaI?PFY~@ZEf$Hugj z=O%p1am$Myqnnya5`^IGD$;kU$f1litt$V^sVYa;(h{5hdd?l%8EI7;FVI=%0EtE2 z?Idb76T-fus>;qzxcetl`oQlQH~HVV`nw&0cuV;mZz=h|{(%)SUxiFfIj@%3!rS!g z$kP2rp&jCR_Gikpe%2B=t|sNyq9Gym+NW3e+^}t|8}62*mFcT`GFbW^GjEJeZlU9F z^YA1ZvwAH!I_4W*wYXQK0B!$3hxaA>+9EH{8!Gk`!W7MF`e_d-TXeW1Obm@}lXCDa z+A+CqfJWAaM&ex*eAFb0`q<4b9K-w)a5oX>C&TRehj3b(fCDUw7E)xy zM<`-sz95VvOactKV=g@Bx8n)bmokM#HrO3eq@kXFfSzz@zteIBdysE;y|U`80=%|6 zBaV0Lkr^lWYsOG#r%3;_SX%u4_S!wf*;Xd zVhpoqBq=H{4;UPx52}X%6bSS?q`2G_b0JhsgTRcswKaYJfN)Rsg-Ohs>l+>q>wGBR z>({Q@a2R*mNJwFO{qnS5yA#Aaj`X|kRj~DYtp+BY26_JO99ORY7JzR5@UqTh>?YQJ zYe5M6jZK~70MtUGQ_O&?ywX*o*38O^{86y=1TTcWN9nNx`R&>j0AeTy;H_wt-_FkT z!X4<)y?ZUyfPGrK9Wctz-%^jZOJ?s{3Q9vbQ5!zWNYL};itT+kVm|m+6$HRwVr|e- z2*jV0a~w?~a+K+|2oo3J!z2)>;fV^P3qn_-$1LfmtZ5d#Wj7I{$~A}M=H=bPLwoqs z%Q-C(#}SZ{@*Ez_a(sq70y_Bo$v3sUe0%}*J{{i3SRU0z|ApTF3X=9jAUeWB`v0xk zX+L^!NaSlY7nfj7IQSH6Dgld|<0txLi|Ik**aS6S{4iWgPWR{$DZjJuHfVV7&URvL zi10y~;oO^RLM=yCiz3~1#~TO={L>97)Ycg!yt45LBU(E6XyfTb*g=vQFIyB_5%@AR zlk>j5u}rs%7_+5?xNgPQ9Qdb1RtCaTH}H`PnhUaq7LFyz^$+B)x)(I9CEqchGyjfh z*H}au<&;zMMGd8uv7V1=yFp|=*~$A0e$$Y_GH!c;N7CBER?F(Inoi2|zn&OW0|X_> zQQNJe{Nh}8Q|5fg-r{1u!qSqg+8I>p1pr%85n2Dt^;n`=q1+RZY;Uvr0Iju{W#y%- zo7HH8P%nRI@Ni*5oIPl^ zus`6sl72aoB_W>B)1i2QMQFU#2knU#;-JLdz8$=5xT2 zutFTqzuof*UEM$Fij`GSS^JX-IfsGpa5}%>_}&!WE-Ktua*CEp-p*K`JVRbee?I~M z@e#y~_Ygy*Yq;GHyDdB{K~mRF*z|!wALEB<0Z8m=9mC5+7|rFB5HIp_Jt_5}O;AkF zrz(LB$jL>E-l99*y&3?mve}Pr3Az< zTkh{%$b5WOCX^W-{v{hxDSgU?0QjX*LZh<4{J_QO!(uR`aAZvlj+KWYRf%@P=U>){ z_Zz2PALYvo7Dqcttm_1yHyQ5FhivT1ltMiSL=#AHuYf9T0{BA{1xho;ZQ314(^#yfn6LD99-wKJ;tnevu3m%--`aMCNG&qQMi z*smM|X2{t^uHFZShssCecNcWZT1t5|b^%nmLxk4vof220!x;XosulbH%~JvGAabBffEQNT$AAVEo%O4ru-#&H(>5UIe?a-mdZv%CxGK|FJp_rrhy?*V+oXL(wUxVisPs_`!JRK4= z=;=P`KA6|W?u}WWgM4A4d`YW%a1Qj-6I~b2l+ZinPoLy6 zd>T@kSD#sYmQyLRGeSe@Yo1?Ges*_9IpMEv0JwxuJFLjajtgHz z2z~1%7Fg@8UaQ;}0?xJb8PuH&$}2V}d~c5Mh=}aX&G~AR=}+#K7x##GIe!;4CFjG- z?G73pj@$=r_lf7djDvaBsEzjTCSyOS!|;InyP_1;&C2K1WtCQ<8UJ4(M+hN2061JF zL_XHy{9VwXPzV2g@Bvy-!Ix8X5L(cm8M_KbUyol;RsJ*@qzvgF5bmU7(U%)-Px})s zM8Q!vclYtot*|d$UuzP zxO1U}xT1pC^mK8xQg9|-x=(Vt_x_n;m~v@$sn1JPTY-Zz=z44F;!zPBAe`^7?}J^*&qGR5R#ELD zyanufR|R~_j@qLngO~6rJG)k));=DgKVm1ufBNzP)@j`}os<+GjGVQ;&W6LD+qSx= zs>(KA08jaw;RQsl*eYOI6zjioq?9*0@iW%K5hr_OMs>*{H)*4sNR|h@CJ^TzQT3k} zz|$d7{pj{YVcf?rJ)u455$=ieMvu5rl3M)pWleQAxa(8r69UI7HwZ;)j6bJ~5{#fC zqN;;7ZZf|Adi}e)NJNKPvXwsSgF#X|h7Wc*I=l)K0A%X>f?+yVyeY|G*XPPTO*={hlk%%z0@Ke144zao?@@8(dgH6VyGXYB^QpNO|*z|bBgf=bcg!c87!9nvY zLUq>@P(%%iArI%ex*z?k>ej3YeJnLF=&U8=U%JK@gaTjdG&=@9AEBL0DR#T<8ByQ8 z;oIw3Sy4mbP&ew76g9$9F(A*bsL*JrKfhS&2~&FmE0Q&3Iy!OU^AH)De%=ky1A4Oo zw6$LkuFtQtw}#@|8)${H_Kyx!MATc!R`Z9LWh&R46ZA|+wKFevKJC(U*V;5cV~R_B z9nkLq-J;3-tq=GhpdOKbQ{Ysl@vkk+gDNZ2tydLvw%bwFr*hx**Ak3ZJV zAiBCF5kMqp5^MU#B9UlA+r?Z)H2b$nPyngxW z?O5L4@O&6_j6yxiN7J~fMEm5Xg`~;;bJ(X?GR|koK;1cF& zl3UkuP+-L@>#E&t|ClW{vv8_$Tk>O9WL@(p^l;#dh<-polhMH^WsY*J%Nv&{AS*t_(r6IU*{R{A>k&dP9z}}C@bnn`aR?KUtcws zt>!_kXI{_|D9?_IVHo&r9_?{hcA&|VHrVs0Ft79nC`pllg>x0nzGVPl;fas8y$P0# z@5z>&X#UgmtOt6U_bbCY2`BlHC#GB&!N-%A;iRxc{VM_zUT5j0o4b3rjg{CmLIOo4FjvyTKudAveQn%iRUJ2K(PZaUFy=g;9avDGjx!9qZut^K$y_LQqp^d{6Y& zO7Dr6_e~m~8!qS1)jWp5CDSMA_fyJs>H>cvI-s3OW>vTbu}ztGNDs$l_tcW1C74FQ z8;&1x%@Q3>P4ZJcG>D3m_c+A39;;tfqYKU1emFf%$RMku5L&z_MO+|#7rdta)**01 zG@e-pMv|<{VXI@dveF(|p%w+fyB-x6MX+t-!*KJtpT~q9&PH59ihRTflS|2=-OD;c zozPo#r68(hi;;cfOKg+ov+$C#*5$C#RAEJo*}h}p(b3WJumo%PZHhlE85UBQvS#2z=Lb;bj(&`LrE$Ikrif_5&Eb^*H%z6n&^U*;t>^pI0C>vYBB z6(Qrc_kX_bFr|;&Ppi{YisW2)-d=W_#6j{B5WYMnc~m`|JA20@nGp#LQeie#604ut z)A&97o=?eqB*UBQq!n##Ssq(}>@l2{QJZ=))OK%z_O$hutmp%*!*|RtfVFx(8miLH z0(7(i6HRQD(Ig#0>~A7Y9B54NWuqxJ5#NUGdw5@UI`}%#K6@sztF3^TPS5v*dTa3g z{q06stiztqUB-)>ddy^vd+uPBW_bVM0$Bo`Sms4bXE(?KPcv zzxH|uD>xj7oj^C_NJe(yPp0aY!S8}-n9(*l7TjqVSFfthSmk==d4JS&cvz)6Ut)34 zyTMQ1zGC@K-O;hzt4CZnv4jj4x0n%oaS=Xe^xpbvtx+o)Zz<1Oc_ht3O^ws5?nH8M zfQbbi+3pg7mtjOE7|Vss;q-IEZ*+YXgX%PMAwaJ(Z43FbOHw{RAN6V07(RM*Picpa zfnBX_ZuO$Z;tRcpPFpz+Ntd2i4c=K6ow=Q*BX)M9Dv_9;{WEu)gwpzki4gwghf^EQ zxion9rX~-R_%kx%wi@pz^WjA4AJvyBju$48p-dKC!;BUT7IP9!3@-kOyHe8rVFBF)0C!BpK`bvk-nWoadQeHN?gdUb!hN*NU>VuE%%T}H|YJm+t2cUz{cS)ZZP;e%=k z9<`eFJG2`EgTFJ@kM6<>YNPQs+Vl2A)-t18MAn46Xg#rL*F{Bfww!jdn}5rLDir`U zA4imeWO=5ai%xtO<^E?7g&rJ=kn04H(s@%EsymOg;lazHt1}Mkhbr_!pJ(od_OM|v zB4cvyK9B=y!|pR}zQnO(ff3vNje4fY`SY8r$-=tZQOGs*j< z$>j|tWq7VpC(q0FaOdkw()y3~mWKeUr+=;z9(p%9%T4OEd%*rY+(swKig?_G)~1Zr z%l%>9B^Z9W+&d2Q!EEv3u5xOeRQn|epnR;Xd%CgJ3ud>@^(@rezGiKrI16y{+UtID zM5W30y5D2&c?u#!ovJNKQB=D{uOol*RywN!XzlBD%(H)J?TJt@>cznICsFe^jgbm6 z^~hZfS^Hi-G_ zedAr#TeiuDrENU26p~;r+}`C;T_=vcy0>r3x}QE_)e?oDZC+JjZuAd%xTekA-~Y!5 zNu;&Ks=c{FK@sH$?$#H2M6Q38i2kt4Dd%rN?D8#7gzMKL@0-WXvH4&ROLI%os?{Cg z>fZz`K7%|g_Tu?KVFvK>xkGIMzN{6I_s$y-fo-cpS7x~`Fdy$A?imjyn4r9!z>4`z z+eQEY2#A}qMlRmT!+QtF2-;Co-7*J zgQGqp(khTnFEEUWVZqgTF62(SU*O044NY5*DFlI#;*yTBKzYnTm65Q1N5FIszfulC z1_z2!d;VexO^WI?>uAg}$FxpRc;#?e9#5$>S-kz`hbhZM6YNdcTS}9(wD%DwN5I%< zH)2*-;dlhBCxVUzKogy9Di^3Dk0-yW61E|XSpfm+?%PQv=nny?mu;suuO!3y@4AhE zxq?(5`t;CZfDzG%iW}cPi^tlHYHXa!__58+8ef>QG67OLP-N%8$lZJ0c~VhzVSIUD z>kUcX+mLVl0TO%`JD4f$wn@A3dZ?^!oHI_|II?nC(6<+%ry0`eyuwpJIxcAW+4iC9 z$1>0p`-(pQW2;F9LX3&MJcj8w9=Y={e<{z2wCTRxKJw;-N%b?g`5e-3$z|RJUR_|~ zf=Kgke0X`NyHQCm#2xE+u-oiSu3^|E%XHOk^~4}{Bz8NiPaxmyvQI@IE0dh{8-iaa z8m_HH%`ZVYTDqd`sEyjf!9joTw2xPGKPNDWn@!;mSeBp@eZESWIiGM*`?%VGGhvK~ z$o^~fN5hlxpCeodfsY4D8)6ywaHz%dGF^JS8BXXgcYITqMFuz<-B#SbvEZE1v@%9O_Z_SdXh%x zso1iyFb@n=$&P~A{&z`lCNXRng&4$v#>rV(#d#u9MB6FV+`_LGVef1K(s1$8Ni zR2>pV-I$;zBn{a*k=N=BIM@kFuEA}XNy&?J@ODN{P9vK;8?ae68N!S;4PHR`0Pr&>2lH{d#JDx`Ea>+>tay= zIBpdoFt+aKG}sql4&fug-<>!es7{vJ+!P`15O7uj{MA7G9seTsLDydfd&F)eH!tP8 zUkFFHe&W?J1erUtv#HI&?#&-9<~J5fa6bdS)(krq4+ea7y9dZfNaCM*mo~~-GJNEJ z;$xzBL{XsK{iFVqVnA7n>S}As;W6uS1jq09F}C2>ua-}t_NgY)^Tk9}sk_0o*&&|Z zbal-tRG_YWPUUiw2=U??4YT2^?o2BL2+4jZ8;c5tV?_A+Q!`PUX}lyU$tfzu@w_JZ z=C7nSZn84M-GR?e_AtFhM{&NBZayOOmmyloVb-x zYLgw@Dhg(63ci?Xpf`ZFyO~h>{`br&5Y}%702y;r+KoB~;u}2RUgf^kWq(+~)cMgf zitX-t#?=PxJH8MFq*NQh~}&betn-f%Yb_t_bzd+Uc{Z(FLM3usrvXFspt+XiB8TrWr52mx>&iI%AhYI2ks+zi@CAQSRM|JHw zP(`XtKdlxyl(>l9h9j`{G%CWj04{x;WjV3YM}sU1^K1tuObT=J{oo#+!|>q^N$?IP z{%+aI()tcyRb5zSqY#t7v5GrT8lC&9$^E{4{%ha|KGtv}_xBxRzz*C`Two(*|0s-X zi_^_33<+uOIik#$P}_1n>Lq&8(uC#TFG2me^0GMl$mmfwM1VHEe-w*&j=O*I$GZ)$ zyulUG4D`IgxFM(i`X||T0)UyQ@F_zu0ZQwa@S5Cygya3t1DO&Q8$ix9U6aU4yFa;% znSRHBGu=}gpjMhYX`0~$-60bQNkumNHTbJ~Fz^0lpsCcO=i|GlD8a`-=F~Pzv!w_W zPEqRTw=b8>BRw)VYhb?pgBgJf6zUa)v;dHTh6aI{XgPZ~1aZ;$6NX~$+XI7$+ozkL ze5k6U`9Vd7ow2;}I{a~mz&J{mPlPMl#zJXN19^HzwI4!ihuR$L1rfYS80$Eq1*N@mKJA7Qxq%9oz`z4bbFfsYMBYjT$;|2M5Yuzc!QWoDjce3L?5(}JHCG%B3CDHzB@nwz1 z<->Y$J*907t%uy$mA4)fWqq@0*ugqhFYxzOki(FoLJ`{xTOB$+&NvJwlpq=~>wO>v zJ13)8;1KVEAU#}gT8K$7WYnhYW4q)5DRKbRGA?D($$4-jvT(C0yYWs!{u5v&FfPyc zOA)ZT2&FGP=tsm-r0N2+lm$m?5cH;WFf_psyqu9gs;QPTF*leF7rH2Iooo4g6Y0|- zbd;3~yE(yaoruU6+teN0W-SY&uE@Q=Sl!k+kk0D`gLUkNd-@9nUUS`-8?oOY?TLGC zCl;hY{WklHDO%ZN{4QKBngLeZPj`na#f!kkr8q&5z2aQK#P zFpna;=tJKUwrWc6wP;`Rr*5K?Sheex0^pTs=Fa)tm-JJ>BPZor6j>>lDB#CDdmNFh zs1B%-;&FXwY2RdRy{9NKE}`rY7XI5>Rs_3*MszV*^SZ{FAPN76myMNY5xRs@%vl?4 z*GxvHquftAL}lz(oM@dRy$yST;$OZbU7q+n5|QvcR$`EQx9+it<{#w!p zHW(ez;Nc;_M<^iS5<~g54P0M^Gg=X(N@vl}g1pWxsYoZ2fArKM^22Ao?$i>4yQB1_kRolB~ZI-Eh5(RsJ-OC$S|?F)%(;l zE}vyf>f<$y6m3g%tGma@JpGhr{cgQ&fIjg-tyEhwPvND#mAL9|^5Yl=+PFPn7Wv6- z8=7dftFi~ljEs`qjYSRXywYs9-H)oA^*F~$i&IHkJA5I^%?=)WjOXF9ZS*Z zt7_j+0`sRu3ub6fy(--6Y4C@*m>5A@v*oCsW*1wutJ@7CIv)D(+6Gx*&;!DD59Q|D zw#WFnElE9f^q%+;j6^q@e@dd>g!V%XL~K&huLKW)aHYkM%}qoxyj*g3d$eRh>e!uf zd?-Od%9WKl-CghYjW$tVf6r@JZA=e- z|JMEeZmB0I+F5mHCol3V8c+-sUA7i-GTO6rzRI=JCdF zF3T^@$*zSqZIR+u4Ub)mBV7PK_6Vie(@xj&v{7)@C0@9*A*uuFf| zi}a4ETXu&<70D8%(Ip~Fq8&ZsuK}=WV#pKI~ zoi@oW%En5F zJ#hhS@HT#n@GmwP+YWB{V6IS#%c)rmGb1MGsRWp?<#$8^=uI)6EH!7)sbRJ82FQ=d; z-5bVi{uL5m5%*HR)u6cLG5)3qK#}!()C!jtYw2^_0iQ875M!!B%i^K{-1AbTkscV> z1Gji?SG+b}W$;882S3D_0;EprGhcm*?Dp^_uiB2KAYPdU(*Mwb-9H&2dtp9yXm;gBr4K;l_{(Wg#FyTpnu+a+?b*_$cCdLnbRj{w?7i&RSYaaey58gjyxGu$o!?EypC6{#2H`=pUX!9WMj%q}^1rEQJ zABBvV$0w|Q{g(HuBvME-D32;N;`*r zH{<~SG^pkR6ZC*zBJgiM?N@=J&$<=gH$yQ<1rI{{2{)$q^XJy33*UjUNP99mSy493 ztxE%Gq-FE*@E%fd3-f#Q^z-@C_SbbNRi-1#ovOMVVCU$%wBTCz?9!C7zP`S&TK+ry zpSi~9O{?aHTHZ6p!d8G6Ehco8)F3p7%?kfkUy&Kfi)+w8-=h>c@Xk8WmIEUuNT#P^ zX-WE7@9(^VhQV)PK|*?nk(^fY!B6S1?=>p!nXQbfgj_Tx#ISs_Fkq!MxM!;0u$eOHuI4&U;082hogj}Kf^BpJab*n#F_7`k2tgO+3^6Jn+J8y4+ zbU3fFLtJHT)j*CtRKP7NFu1)kcz5~BUF?nyfNtYy6t(|;vIBM zz51z=j*e);r&9VI*>qQal9)d4D_~?++$SPZ!ranVBp}8?J_u=QVZ&3VE&i6lnhY$vKTua^^-ykm1!=oX_OqT9% zX@cbnm5Cjw>$G^*sGDl+tJ@)mxtu!!BEC%Jq7fjEXZVw7FLTk{-;u~GDP+F17e-fy zVNLvI30pwSwBJS2qC9Ptk>xxwv7?{a@(!c6{(d$Ogh=qVHzNPa!x8O&bjx$}eul!# z!F@PnHZ-2iQwMc;8m-HY=q{wv1NNQniOvSZP1GBbjZSOwhCt(Azb54jI=q4Dkc6u3 z>XbCLVGA%E%B~D0EG+yYw3$#Asxvc_;*KVEsV4PJP(^iGlu=m@BMTD!RXwU@a+;dR z)fE%A|803DgiUw&JaTai8t|&aBO$`RsEhS&4O{qHH-6pNRC7J6zF+RBjay+cDymxF z_kN48H|E##^V*K%RpFjpUIfwXH$iQ-2v|Ylx6PhCl&?f#N>#c1>swlMWZyB+G3VH< z{s8V=lKDMk9+6Eq{??gw#2&ZeGoLLXg~~<-8ch^{@ad9CboBhX>4I=w6G3_z}!{+V=ne$pUy3FU3{Ksc$ACLPu!Gi z+HQ_uCYj-G-cLlYU2ZCA?WzR3Lpeb=F3>!VQtD|9OBtPw>2e{&cc6$kNdB@h-LC?H zpy9&RCImC9!gyO4ojxZm=*9ojqMst3Rvl^a>M4R;_`ZEh&|`5lM1q3~r~QmiM$x{4 zhH5j!+OhFInb+mow+YRLlVGtYq~1CLgLkd<{M^C3ed~7*!2Q90Yag^6G+Fw&Hr!8i`46NVLqt1XePCv5~X<5iDTZ<5v-Gyv5`vA7f$>5Qg#>?Yq zpjvOZ*w|_f#@sL}M{jE_C1p0%+5A8X*Tj+|#r56Ug-EVZ9^^nHub$uIo&52;x1^dF zM%&rK$3(tXLw!3znzOpKo0zg2dT^!7$#N9J#)-^bP0f*$5u%UA0sA|f-Ey_0kuWu=>kJ;lCy>p;w^ z+t2_jDkge=pr0kL><9yJhGlyEsg25~QZs{ZcmeJ6&mYu@H$QM{`Z%qr*7dy&>+*XSy)l5hd;;MMVQgf6glqClvsvXUP^ygCRgHMRm z!>d0JK;h&hzvIQAG`Ogmsdk9@r_sYFf_zSU#-TACZujk!mz2-OdW6HliOWZ|b!eOS z6iZJcf-u-A?uOB9u&3kysy<-G_p)dDEWho1Caha`#@RVmY196mlaDVJm6WG2y)TTl zslI6Oag)N@1K=P5jzp?GP6B?x7LjV~oPNExiGP*kLI^SfP>1d8WT*nnH-`1M$TlW; zlXpV|zrsS|OM`3Hf|bG-^n&p|a9o2<)BM}dr zok1_Hzw2Y8y%%S{H$mbOk6?ws-AcKf4-U;tH(5uX7dW7b?ABJTOTCvHpPztzyuEmF zO9^5gmC2Bi4qt7&cm&_FQSs*a3v3-F3iE579x7h`hz*2acw`17VO!QDV!L~9iD z=rtH3R;-%RQ4W-L$gu*PXmghGf%ssrM1I4lVYOE7t6tgZ@VPg0GNZXYVLNnc&`LAm z_hEKjBlwGLRoPm4bMryG(eJ05ywm=N4I0x9GQ*c3lD>)?s( z+eD2xqX#5m%9J{hgwvrxLGV0&GDt2pR+lGL6JNSPX&+a69SE%4ot;Y?^9=Cdk54Nq zljYP`R0AB0QRIumf_-vtE9_g^y z7M~lZ%WRW%F#c=ZN>>Ud^>5)xIixp7u^b)>8Wg|DeCSYAH0}P_k)i7d=A<(HVkzy} z8F2OGwMHTmv;oC{Nr);49#!soGtyKhow0Lb$RQ?%Tsnkxo+G?kCpEZM6KzLWr|ubl z!L*gk)%gL-RYL9u1G^Op`fO|z(V+~_r^MT(F{gJX+j-6BW+J8S zr&`hcPnIt#+CDN8B7)JgbEhJ3?eRPS3nFe!obqoW8`)RD~_&+ zqiFFlWxt8&i%!)3HRY|Fa+^j2^WRgO<)d#2s_4YTK-qcdD<1F1YH7YLRPN(Mq7Md; z6M!)W@c?tqLcHmaP0z4rEtF{mYSVE547>r{z&Meh68x&%L|z71B+5$jiN5+{6e3luwtw3~hjbeg^cmd&}0(M9w{YnM~f0P%QNrt%Y|E-q?NAZ*cS{)9HPi*|`# zU8riwrjfD&b!0~xolbeYv#%AuWQKbOB;WBa#!q24&LOj&i|VNljpR)@mPrfz4TX9S^Pa z^zd^etCh`(0*G~HhGTHPV|rReJj8)`&TK*VNd3PNXiNqK?HOGSA$>!l_NcQ_=kJ4tc#b2W+{Q<(4QPod@%tsgKVXTb;djx2&5N>tsH z83zOn%9@Iz09jD_owBBG35|cZm@x7x+qs`piS_Tcv;7-{eDZcZvrDiSSFh)S<5a0` zvzn4pnER4{Q$$h9keAVzTW1_vugxtf8v_FxtEw!vxyWfuR0xp0g z=!$SCNx<@G-BsttHu0=@t3TNGig5J0GU8vS)CgnJBl$_r8}aAza8A(|?(Q>+_wz_E_>?RE04z3(|)}TJA=*WxzM33*>>m#$%QN@3(Q}%4(f5Z1$ zr~&G%0Xtq<=*_rDG*<$I-rGwjEsX`88KCxL5rH~jVcn+{E7og?m!_ke#mGuWNFeCK zr;nWF_n`;`n3Zd_AL!luNc^fh&&pd`TF|e!JDGM%Wk9sbBf>g#wi*IJg+k+PBlNl{ zqr(+P(ujoH-CtUIX!Q*)1f&5mvA1@$`Sg$CiWydgq$ISVc;@V%AGeDf=IUM~ao#q6 z*&wW%Fllgut$uj`B}%Clz(^k=yi3m4GD)_-<58LYRfz9~`y8dp^?7@e^u7lO_1!j+ z28h2AfRE&dFZQ{mqo8~%t_A+0+ogAdQ9c=P*DR_q(2R|3}IkzZGflhMvOq(6fNeN zh4Ias41}=;RA5lUyl3`>pC7PKj#T_w&aQRFb8f7P*c*9ji}i$%_s+DfGn~Yg#(aDf z&r8dtq2?wAIEF8Q9J2h(xt;2pT?uEeFSR&k+6FX=fFFV{)2NGoraK)1ydk6o-oKZ$ z;IcSBWC72=Z^zo`3Z!}WFI)gh*5&{Se4jTtIeY{zJwDt>q?`61rG~vkaJ;xCNi+L&Og5ZoebkQ-v-`n z%6|U*0#&}F==lpaZLF^2ouD|tgKqj?4?1apA~VaOCpz)37m^%Y7{Adb>Zg4Zxxmlt zX?f0Nxc`eFzlG$lsW3?nu81_*8BcWm(1_<-NSUt1K^__Ib1)lwVWv%8Q;sKEQb+2uSd`Y5AsUY{kl7-sT$2 z2q<+P`s8OE`OH%ycmwsSmzLb_?#US#>g%g=D+NX!&KmFQm6apEhR*sLq^TMJ zksTu~E&2o8h(|vVHvXwsBi@Y$B6f%S_*gL&0h4fx%fG`B( zS`GIOtZLoP*#z3ezw0?kb-UEwATK*x&6gG#W~m?rY-2pr+8@3PzKico{Qj7(DFfK@ z@;Mf#_ommW8L>mx*VYVa$ABd;Ot{OaRM}8z;DrI~wY!1a13hBf=3ca-DyoR_&y zBWjiE3SO7T8Jl=qy=4{^HlgM3itl0$&9?&fz z&=k7g$qeCOSV&@}6DF3SVZU_Jk8txGUEKti^8Kj8{X@-r_%%KtsOSiZz_z1|eRh zrg1T>kEm6{CNghrSo~4cQCOrPT9bQhCn*5${cv@Ma8F_FwRF?iHGH3aE|6-K!xdvQ z9XK4me!GLmZ!bBX-5^E2EEIB=Q~g7Hhs}K5kmeL(ujSbg?bcRj&^RSSXo`GE=)Lc< zV{accT=t?nCqxSte)f_7UnLDZ9z3dsdq_XG!JlmI!)%`~k?OskpvNV2MKD6pH9q?7 z4e?d}M=}~7C&8Eb+OC!x(Z9b;cgVC)&-93qX^AQ&_=t?@3{t&!&@nkF7}{iIK9>=1 zUi8_{89$)%V%^N6XKTZ6rFY540&aG6y<*qg*0*5!oztF=OkbFB1HNY zym85S13TN&xdE{g@dn@EuyJ2yRK{U9FF1X8)PfU78meY{Tlz zr$aT3mrGf@M7(DDQ0e~sl2TF|X=2~wQhzX2@84+jQJhj;iu0NK_&TNPfU;?OeBLtM zN!0mVMD~f(C&?5}D<5cz42Tn?S*l0aQLO9;&uV7OU=r$L4kLKD>CqKLtAv zV`)n8z_V0`9hs)f?gF)&25+y;PNq_QX-K`isF~|lh`mPB-^-76V*}CJugJn|+ zH^x4-?VIMP)(eoSQ{MmKk^A)FqRD*!>&LdP_ixa2&&6OipBW+Ml24o@quApA(Yu2s z48=~tefE4!>{?Y6WYk; ze=Nr6cZVcV(4kMLF8kddFb|3Vhnd3sAtOg$=gZ7#nl5*DDd6o-L$1Z168TDRpIHp z@Taj#419(;!6B&gm4rwly;PA^WMi&LQs4Mp&37%}zCRiSLxL!r7fnosg#P8+ zpBMk_0P-Og`q#bxcKNSMkZ20Q{V)0D%<+HI=+8^RA-o-b{`tEDUDH#Yqzy^=8^xXAy(=wuWwf_&3?8qqoV|ERU#{^e80 z^8`@%MGNx5Ao_P5BkE%%0JPTn>3Qa#w4=|D161|*O9`1oApKjp5~cL)$1M9lX~$G5%Lk}N58&o&Q`b9djA?%bi1 z%DebtV1LQY$|lv|DVzqKasr8?DK0L}qmwQeU_PNsHv)$vf(L^BHi~^Ge&}G>}Ay03cvF zGSd`6NX8D?)IJWJYhi!jvim(tN8QQ(;X%NBm;GVN#&R7##s0x1!M~>+Sx%$%lS8~I zjfu}t6N$xQH^yA2u7mfdA7(2|{_Lx$tc-75jcziy-FGN@@Qw1wuH(Fz+%aJOMa!X4 z!^w;Y;<_Qt<zD9U1w+Epo7JSiIairBJ(?VFqpx~luSkFmR}QsY@n&h8L?|C2DAoQz?!6;;_qw{M3JuybeOBo zH&rf|v(Mfqb4N51J?K?jAVNHC>rgLiQJ=OoYj6NSzl}BNjE0xqf}oYHjAnwd+K)=EP(8gyum)i z78qVT8h$jfw501f@NQyKH{~rtxUqrx8PQ6%MEWD{Ck8mPYB8wy7OiNz*Hj}$)J&FG?e>@!(w?{LX|lE$Wt^gWff3XlD#D{ZzC8H8U?Q76jT?D zzjekJ&12BKdF%Ko9q`eP^nkf4$NjCP*ny|KQhBJujV4YDeDY$VL$~?|16o~IPDyHT zw5t;f(HxL=$mqq@(#st8Rao1VoNShCAF{7>xksW~`YX;7MV}uD8IrAzs!n4si?vRi zRZ}D`k`6~?AV*j#l52H98dqhjrR3ef6gs8WhAFHdkie&1Ql>P?x_vyEYj)GK zBZ&Dc7`Thd^xQoYAQSf4j_iWd?QZuRa~_Lyg;He~zi|?^vNUSl(Vv)VI}$WGyoL6o z%F79_P9Q(Ah8^l3reNR?wnpVZs$k!RdFEJasjL<7gxB`o!3BN4UTikX&sDCZ*u7=3 zF7L#NvoYFgS4^`*L(zd(2h=?Gd^ZD#qDxXn4po|4*?VB$_q}9YgWOt?0B1>+CxKjU z{u*DK!IBf&9nG=H|H&`t8ZX>9h7wC$|B#=lm%ih1vJ*63K~>^R(2r?Jbxt-9tlLP& zaHkNGhZzC7YKfx zpp>2_E(5=I!dh2|+GBClxkjE5OgdU$wE5)i*D6HE> zVJr}3y7I2?tV^KTIf%m=1+9eSnM%XR$jvlUNhRmiFv0w`oiJVN`Grn@tFCvvA9pww zZaPAVhApFk^y9f#@9$ocG$Hb|Ub)VoG0jPp+Oqw0tQl2Vx5Muyi3nH}`rb+d%4=~$5j_LnRkMXHQTu|)0BkbE=I*Hc{*BRH~r!>#N7 z<%J8a2&EuQuh=Jk9L_q8-GZmGoD&?JP0&5WgpHRM`(Vf;a+nJK)i7j$n?F+Wa zRW40siu<*5$>=2m?V%MLv7lVjOH~rndA*u3Z<+XHjFB~=9V&3{>ug}F(QU-Cs(;27 zwX9Qzgpxxf+PfxsOi`yY4RqJFAkE-;d+_(b#?A2M(MCEpPLg`k{5G@oa`Ay568H|< zyp`bI+;-&Yox+ZY7eTc}%Az>C+P4W-l-}JvZB3kyc$v>!_b^)I*w13BWscs z?cCm!ZR1_mijxbo!_&`GLAbgJ>max3?U~BS3FsvrJgK-1Hws2tDdRhL%($3?i%uezk#@ zO1tlP*e7#*GL}_$D}H#8*S50%Oa4*Td`dS{2qj;7Em+#K;%^sQ_lR)Mw%WDUg(_41 zZsE|44MFL1)p_cao$o}9Cj|)6Md9A}vkOLFh(McFLEXQ%hRL#G>r%UZ53*U^(zlxQAT13p$jKz@EpLIX_It~Y`WxXKgv=vLUvRYo z?up(RbVsNHCz=-_)VIOJ7T>N5UYE_a+3=1Qw+K2j3VZ_|zy2d#VI(s@1*Tne*i;BT!yTt>d1m z=Ck|U)mtuDraW2kt3O+reOH5gdU4)9;!3``2ONR*KS{1pA=AfIkdjjzhUwiPOKj=} zQ@IkOnZW4no2qtrj>XcB`ZaXzRlhCMI_sn|318R;6 z-4C-gZ*N#bcg`g2N$l2?&vJR+=Eqg7spmXk&D5fak=^89?(JbNn^nktQT8@|i4;PB ziS<{b#>3I;ihgZTtFnzYzTNRZyt~ZTg@AFC$W}XcmIWvyHOoGM@QKx6CB)Qc!iZh~ z19x!=1}UKgG@C<$p_&%!)XH!ObC5J~Lm< zqsdPzNyc6t%7uz~*4aV;wUh=DHwzg9*_MFSWsP za@Oht1~w{;n;o#ve#N<(I1&!m`!&_0fk*S56;x zuQ6zbbfp7KO@7XceebL?>n)Eie4#Cj+j~7UYsWG508zQgwb9u`V0Uu`Eih@-Wz8gwL@W2&WGWj`}98;+$j0k`|G}Tv3|~` z&h1sq3WJm62!{naV4GJP?6_QG)q)^-G}UAct3`pleFr?{6JBW(%h067&E-1KWIJNR z^J#&*HED6uMNYDtH^$--v0vfnUYV})argMW7`#_~&C+bUx31{a!49n2RfPyI!+N&oE?VG-K;|0jNlL3J@M~pa$6mO%EW)?z3QuEOe zj+Rp@23DJ$UK;3DjJ7K`7Kn|VKw4A3ly&Q0FF{yu!ksvvO*8I8yIZ7f;~tCX?AHwZ z0qkK?lXMsR_!66US5W+HH#VS;$UDRVL)IWG(K)#C?tGWnbl!FMJ;2$7kpI>RG5723 z+*Z1E*3Hd~cG^SaV;uU?_E5oNj7hj`Dac(_|1)j16yTeyp!Vx6pyhfkz-Tk}i z))f>TvP+mq3$R}Yf^Zje#mqtg<$WQPaZUaP;q^r#zx_5RWvkKdMb5-OGKyp~gt>~) z=OmjU5=6RL(}9)Zk3U2ZBc1&}4>lQqjW?>w*!b@n{dvFkhuFtNYx?uVe>(X87$Q+h z{~tpH6z{(mLu5p_e6frm`C|V`5C72B|5EU~`H1{w{kg1qqY=aj;HRywuU2~1;nDv9 DaZ3N^ literal 0 HcmV?d00001 From 930294c1e00c2a42a7eeef6bfa1ad5721235ff21 Mon Sep 17 00:00:00 2001 From: reibs Date: Thu, 16 May 2024 23:57:15 -0700 Subject: [PATCH 31/75] Update notebook for clarity --- notebook/agentchat_agentops.ipynb | 11 +++-------- 1 file changed, 3 insertions(+), 8 deletions(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 5028131ad13..f44a5e8050a 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -18,17 +18,12 @@ "collapsed": false }, "source": [ - "````{=mdx}\n", - ":::info Requirements\n", + "### Requirements\n", "Some extra dependencies are needed for this notebook, which can be installed via pip:\n", "\n", "```bash\n", "pip install pyautogen[agentops]\n", - "```\n", - "\n", - "For more information, please refer to the [installation guide](/docs/installation/).\n", - ":::\n", - "````" + "```" ] }, { @@ -51,7 +46,7 @@ }, "outputs": [], "source": [ - "%pip install agentops" + "%pip install pyautogen[agentops]" ] }, { From ecf53cff1e818b8c9f49637b91d0f3b3947951b8 Mon Sep 17 00:00:00 2001 From: reibs Date: Fri, 17 May 2024 00:17:55 -0700 Subject: [PATCH 32/75] cleaned up notebook --- website/docs/tutorial/tool-use.ipynb | 102 ++++++++++++++++++--------- 1 file changed, 69 insertions(+), 33 deletions(-) diff --git a/website/docs/tutorial/tool-use.ipynb b/website/docs/tutorial/tool-use.ipynb index f6fbd4f0f25..d78e0afe1d7 100644 --- a/website/docs/tutorial/tool-use.ipynb +++ b/website/docs/tutorial/tool-use.ipynb @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:48.793710Z", @@ -43,9 +43,18 @@ "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Optional: Install AgentOps to track your session\n", + "\n", + "```pip install pyautogen[agentops]```" + ] + }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:48.853246Z", @@ -53,22 +62,10 @@ }, "collapsed": false }, - "outputs": [ - { - "data": { - "text/plain": "UUID('fad83314-1e2d-49d4-85e5-759cc13eb51e')" - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "import agentops\n", - "\n", - "agentops.init(\n", - " api_key=\"6b7a1469-bdcb-4d47-85ba-c4824bc8486e\", endpoint=\"http://localhost:8000\", tags=[\"autogen-tool-use\"]\n", - ")" + "agentops.init(tags=[\"autogen-tool-use\"])" ] }, { @@ -84,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:48.858694Z", @@ -140,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:48.946697Z", @@ -150,7 +147,9 @@ "outputs": [ { "data": { - "text/plain": " int>" + "text/plain": [ + " int>" + ] }, "execution_count": 4, "metadata": {}, @@ -224,7 +223,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:48.953345Z", @@ -258,7 +257,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:57.947530Z", @@ -398,7 +397,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:57.956063Z", @@ -408,7 +407,9 @@ "outputs": [ { "data": { - "text/plain": "221490" + "text/plain": [ + "221490" + ] }, "execution_count": 7, "metadata": {}, @@ -445,7 +446,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:57.956696Z", @@ -455,7 +456,18 @@ "outputs": [ { "data": { - "text/plain": "[{'type': 'function',\n 'function': {'description': 'A simple calculator',\n 'name': 'calculator',\n 'parameters': {'type': 'object',\n 'properties': {'a': {'type': 'integer', 'description': 'a'},\n 'b': {'type': 'integer', 'description': 'b'},\n 'operator': {'enum': ['+', '-', '*', '/'],\n 'type': 'string',\n 'description': 'operator'}},\n 'required': ['a', 'b', 'operator']}}}]" + "text/plain": [ + "[{'type': 'function',\n", + " 'function': {'description': 'A simple calculator',\n", + " 'name': 'calculator',\n", + " 'parameters': {'type': 'object',\n", + " 'properties': {'a': {'type': 'integer', 'description': 'a'},\n", + " 'b': {'type': 'integer', 'description': 'b'},\n", + " 'operator': {'enum': ['+', '-', '*', '/'],\n", + " 'type': 'string',\n", + " 'description': 'operator'}},\n", + " 'required': ['a', 'b', 'operator']}}}]" + ] }, "execution_count": 8, "metadata": {}, @@ -487,7 +499,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:57.965069Z", @@ -533,7 +545,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:57.990811Z", @@ -543,7 +555,9 @@ "outputs": [ { "data": { - "text/plain": " int>" + "text/plain": [ + " int>" + ] }, "execution_count": 10, "metadata": {}, @@ -566,7 +580,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:49:57.991342Z", @@ -576,7 +590,27 @@ "outputs": [ { "data": { - "text/plain": "[{'type': 'function',\n 'function': {'description': 'A calculator tool that accepts nested expression as input',\n 'name': 'calculator',\n 'parameters': {'type': 'object',\n 'properties': {'input': {'properties': {'a': {'description': 'The first number.',\n 'title': 'A',\n 'type': 'integer'},\n 'b': {'description': 'The second number.',\n 'title': 'B',\n 'type': 'integer'},\n 'operator': {'description': 'The operator.',\n 'enum': ['+', '-', '*', '/'],\n 'title': 'Operator',\n 'type': 'string'}},\n 'required': ['a', 'b', 'operator'],\n 'title': 'CalculatorInput',\n 'type': 'object',\n 'description': 'Input to the calculator.'}},\n 'required': ['input']}}}]" + "text/plain": [ + "[{'type': 'function',\n", + " 'function': {'description': 'A calculator tool that accepts nested expression as input',\n", + " 'name': 'calculator',\n", + " 'parameters': {'type': 'object',\n", + " 'properties': {'input': {'properties': {'a': {'description': 'The first number.',\n", + " 'title': 'A',\n", + " 'type': 'integer'},\n", + " 'b': {'description': 'The second number.',\n", + " 'title': 'B',\n", + " 'type': 'integer'},\n", + " 'operator': {'description': 'The operator.',\n", + " 'enum': ['+', '-', '*', '/'],\n", + " 'title': 'Operator',\n", + " 'type': 'string'}},\n", + " 'required': ['a', 'b', 'operator'],\n", + " 'title': 'CalculatorInput',\n", + " 'type': 'object',\n", + " 'description': 'Input to the calculator.'}},\n", + " 'required': ['input']}}}]" + ] }, "execution_count": 11, "metadata": {}, @@ -596,7 +630,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:50:17.808416Z", @@ -801,7 +835,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": { "ExecuteTime": { "end_time": "2024-04-25T01:50:17.818095Z", @@ -811,7 +845,9 @@ "outputs": [ { "data": { - "text/plain": "708" + "text/plain": [ + "708" + ] }, "execution_count": 13, "metadata": {}, From e6b822d9c2f433e3edc4a1131215124cac1c12d0 Mon Sep 17 00:00:00 2001 From: reibs Date: Fri, 17 May 2024 00:23:06 -0700 Subject: [PATCH 33/75] updated precommit recommendations --- samples/agentops_test.py | 1 + setup.py | 2 +- website/docs/ecosystem/agentops.md | 6 +++--- website/docs/tutorial/tool-use.ipynb | 1 + 4 files changed, 6 insertions(+), 4 deletions(-) diff --git a/samples/agentops_test.py b/samples/agentops_test.py index b493f6dfb56..72883525e70 100644 --- a/samples/agentops_test.py +++ b/samples/agentops_test.py @@ -1,4 +1,5 @@ from typing import Annotated, Literal + import agentops from autogen import ConversableAgent, UserProxyAgent, config_list_from_json, register_function diff --git a/setup.py b/setup.py index 11f6295c733..92d3cda65fd 100644 --- a/setup.py +++ b/setup.py @@ -21,7 +21,7 @@ # numpy is installed by flaml, but we want to pin the version to below 2.x (see https://github.com/microsoft/autogen/issues/1960) "numpy>=1.17.0,<2", "python-dotenv", - "agentops" + "agentops", ] jupyter_executor = [ diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 41beadfa767..05100c1bfc5 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -26,7 +26,7 @@ At a high level, AgentOps gives you the ability to monitor LLM calls, costs, lat ## Installation -AgentOps works seamlessly with applications built using Autogen. +AgentOps works seamlessly with applications built using Autogen. 1. **Install Autogen with AgentOps** ```bash @@ -49,7 +49,7 @@ To start tracking all available data on Autogen runs, simply add two lines of co ```python import agentops -agentops.init() +agentops.init() # or agentops.init(api_key="your-api-key-here") ``` @@ -80,4 +80,4 @@ After initializing AgentOps, Autogen will now start automatically tracking your   β€’   πŸ–‡οΈ AgentOps Dashboard   β€’   -πŸ“™ Documentation \ No newline at end of file +πŸ“™ Documentation diff --git a/website/docs/tutorial/tool-use.ipynb b/website/docs/tutorial/tool-use.ipynb index d78e0afe1d7..8f2248083e5 100644 --- a/website/docs/tutorial/tool-use.ipynb +++ b/website/docs/tutorial/tool-use.ipynb @@ -65,6 +65,7 @@ "outputs": [], "source": [ "import agentops\n", + "\n", "agentops.init(tags=[\"autogen-tool-use\"])" ] }, From 3e65130ff3462203048b2e2b320c01bdd502664b Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 19:09:35 -0700 Subject: [PATCH 34/75] Fixed links to screenshots and examples --- website/docs/ecosystem/agentops.md | 29 +++++++++++++---------------- 1 file changed, 13 insertions(+), 16 deletions(-) diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 05100c1bfc5..09ff6a8c854 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -1,6 +1,6 @@ # AgentOps πŸ–‡οΈ -AgentOps Logo +AgentOps Logo [AgentOps](https://agentops.ai/?=ag) provides session replays, metrics, and monitoring for agents. @@ -10,17 +10,17 @@ At a high level, AgentOps gives you the ability to monitor LLM calls, costs, lat

Agent Dashboard - Agent Dashboard + Agent Dashboard
Session Statistics - Agent Dashboard + Agent Dashboard
Session Replay - Agent Dashboard + Agent Dashboard
@@ -34,7 +34,7 @@ pip install pyautogen[agentops] ``` 2. **Create an API Key:** -Create a user API key here: [Create API Key](app.agentops.ai/account) +Create a user API key here: [Create API Key](https://app.agentops.ai/account) 3. **Configure Your Environment:** Add your API key to your environment variables @@ -55,7 +55,7 @@ agentops.init() After initializing AgentOps, Autogen will now start automatically tracking your agent runs. -### Features +## Features - **LLM Costs**: Track spend with foundation model providers - **Replay Analytics**: Watch step-by-step agent execution graphs @@ -68,16 +68,13 @@ After initializing AgentOps, Autogen will now start automatically tracking your - **Compliance and Security**: Create audit logs and detect potential threats such as profanity and PII leaks - **Prompt Injection Detection**: Identify potential code injection and secret leaks -### Autogen + AgentOps examples -* [AgentChat with AgentOps Notebook](/docs/notebooks/agentchat_agentops) +## Autogen + AgentOps examples +* [AgentChat with AgentOps Notebook](/notebook/agentchat_agentops.ipynb) * [More AgentOps Examples](https://docs.agentops.ai/v1/quickstart) -#### Extra links +## Extra links -🐦 Twitter -  β€’   -πŸ“’ Discord -  β€’   -πŸ–‡οΈ AgentOps Dashboard -  β€’   -πŸ“™ Documentation +- [🐦 Twitter](https://twitter.com/agentopsai/) +- [πŸ“’ Discord](https://discord.gg/JHPt4C7r) +- [πŸ–‡οΈ AgentOps Dashboard](https://app.agentops.ai/?=ag) +- [πŸ“™ Documentation](https://docs.agentops.ai/introduction) From 72da2033a3c972fe424a40ec7081f3812794f260 Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 19:12:02 -0700 Subject: [PATCH 35/75] removed unused files --- .../img/ecosystem-agentops/overview.png | Bin 241553 -> 0 bytes .../img/ecosystem-agentops/replay.png | Bin 392801 -> 0 bytes .../img/ecosystem-agentops/statistics.png | Bin 236288 -> 0 bytes 3 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 website/docs/ecosystem/img/ecosystem-agentops/overview.png delete mode 100644 website/docs/ecosystem/img/ecosystem-agentops/replay.png delete mode 100644 website/docs/ecosystem/img/ecosystem-agentops/statistics.png diff --git a/website/docs/ecosystem/img/ecosystem-agentops/overview.png b/website/docs/ecosystem/img/ecosystem-agentops/overview.png deleted file mode 100644 index a37b84e76f59adf3d59259aee0bd14deb2adb5f9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 241553 zcmbrl1yo#1(>4kLf(M5{aCZq7+}+*X-Q9yjfZ*=#?iwVxySvNaE_ZV5{l51<`PW_d z&e}7p_a5l3sxIrNYC>hDMc`quU_d}X;Kf7*JprGCZpA2m&RDpoN@tFw- z$chOF;LFbBI~&0vi-`-0pRn-c9qGvKSl%Q z`zThSnigRW@||cXu^0S_@h1rhqv$FKXp8TAOJAhKL^5L`p+GQG|NYM8*3^klOU#hT zb39LPrDm59Zk! zMal1O$ZJb~0kIJzE9d8~_!MZCmLF%XZ{i1LQ!hl0(0hI)kR!MdFME6Y2gE{NOE9lq z#Nq4YVxEJ%Hz`IZ(b!=ryza2(0VxvRB(kwR={KI?i%uFc4fc;cFf8?OVxr$H$EvIw zYwddsRpGa^<;(?%d({zr5HELM5p(0<%tYI|@tAjZtMx`V(%%=MWPUo8JLkA5JXRD#$YEE;5UooX{dj|m0M90Tv`5#JFFcge z(PY|5gYXgZJN|TFo4)YxK)^)xBp{mcQJ|LHKe=zl=a50!`hn+xf!fM`_9sH#h!O$f^w_ysb+&(f79J_;FLNCHF#pXgb{ zk=Bwk$%e(U=GA8$p=KQu-LO0UnPb~Z&H;_b9nK)!6y z(tm)x3yjtx7*^h+DTUc4JMA3Z2yV^3CgO;eyQHtdTin}^X5vUW{vK8~$1^7qZE+;q zz9_)O({J)7>&49({BjaX)B8bpze-^N;)Hw-YYa^$5o((85|jE~2$B8^Va7I8P;G22EJzI? zeCy_hRQ+|8*HNR>;pz>f>#4V^t1B9yc>oP^+uYOtcJ4A31kHm}0+Plv5-SdaicQOb zxS_$1!)^B1^)aajkO*e`-nt9+-j5d%hL8_i^j)m(Ev9X{M3*8x$_N-q792HLX%~AH zk|iidmvt2$lW*<@>K9mAKdO!QO^_-w7_Oj?T^#3_e2B>WLI)w-`d?KEZ$lWn1wFs> z5@Uz*#e7F4#z7*GHzfUxM53_&P8zzgq(kg+50Hg%MB#eM@R& ziJw#S&@7**`Y5Z+%RX3qy?el#^SjZaOUDApK zd~;P(x)!#~#ukd^*mF(!la*rg*!h^n$+^v{4uyLVqt-Mr3GvEV=sKmU7U6Sd<^7J| ztfft+-L4<5%dZ))X{~Y^>RCiM6j~)c8l6*}Gb0ls!==BDF{O*A8?fWFBvr)Iim+<9 z6rXvornY1TVZs~0qrhn}m02&$>H%(ojvo%8uf=a}4^}6h^2R3+X2z#>#kS~Z@*3BK%$yHWY zRA<^1T!?RP|KuWdM8QMJ9u$v7AsxqLheIbytqz*(K44^Kf@g?Nv1YMie6cjPLbp*i zZ0JAnW9v&Z%P{VkYFlg@@9xzv>yr#u4{uE{lqfI?+BF|`NC1?Vl_Qs>+c=wfnulyTjmb6-dMgSMJBM|(@ZY82A9MfSbw#$?uc zk6M>tgdVa!lUSMH%3`|t#-+RH%x1iGo78p21RAQ?`tX~n^+BC2pMf{74qSfMz$W?-rOx7VwwuD@O zj{d2E_C&5ptBJVHjGCRr@g%JJj)~8tO1o>StC^?6SNHCKfRuo{P|(obP@HYy$W-Pt`53+!`eKIU zxU}zWG|fJq8}~}vt)xxTq}rgr5`XHQ8<=gz@n=dDmJcd@e7-wFOEufb0h z9k-&sQLnqr@0o3@x12K>K1chgJVe*7x~HftcWcC8bJ3?G^3t+5??+-Lv6Rq4vs(47 zNwV%_&whQEV~BYeb{MbnV{48#iGk7KP-7`+WsB^le6=03QN5#6f66&?gayqUt;Um) z*3Xtt@vre7C2*zaO6@x1IzCSR>p?9M!k>m&yqAbq96cP)_a4nlkHTnrX&^K*tfdy* z&sg_tn3v%i;;o)qwCdUoL`EVLu=W^<&mNK+ZoV6Bls#>eZvaPRhSGkNl zerO-A?LW!iuCCxUbUuJw@via>`zr+>1dAU>KOWwA!DGVXM2JP41`8mtvbr(juy45< zKFLkz#`il$(r`($X?uEZ2yTYH#%{&77f#7=S!b+x0&2SgI+$*h@7FIxL za(JXWyi7%ed^%;_wpr_7-c;_ldObbkSai`|rD=M4SX+4tc*;j$!d2vC@>G2ZKE?B3 zUty1Qdhgi49p>c-U;tc%lex)sIHK|7bCHNUniNb&!j1y+elXLKNA2l$9W5m-g$Gs!GceDI@ujEIRnoWUyM}6jHRSND1l=r5YS*V z5OClK6!^vhzCl3VWxf0R2~18F*xzFas9#^oLsH>^fbfEd3Gykrf}W&9c%q7Y`l*8t zEr$Oiee3MkE8jFb-?f^5awMpI@+A~Wl z2ghS)eDku&n%K3_#~-{P;J+?>ba3sqn;G$Rf{5@rZs)(A{`uYiyU#5$zut>lHB&Sw zUy%Q=mv1vPZ-}{d_W<4>ME$>8_`hh~q5y@G+dhO0H}?DgL&rjLE65JQJA9BouJib= zL^{DAKL}7!ACtfO^HT_x@%TJEGrw#2&+1*^;K*d+lFrVd6vgd0izH%#xBBVi(a@hG z`Oq_kAj!WFD^ef4^@8BV{3)PbU*AjYx<(oP+buU!8xxVx?E|)tYBzM+E#mz$8HK|t z71RE~QHK}XChoE44xDyd#9I$z;jSIwBw{hdI~%$(AKGjHytf~muakXD?w^zSI|HUL zs$WOO*C%9Qc1@~PgTWycL`9*zU|^8@`=U@;jM*HFb2*zG1pKUsj5 z!2ZqUpS=G4c@fK-L)X1!GCe_w2m%VcB#>M$<`hbc;LJ4ZZmR|OEgu6tU;N4O>7l;- zM+*4TP+!>CW$jHM33{u)A(NH8U4^~_6F3OJ_y21@cr}qk1w#iWCnIAxNYM19hdCjM zERK^MFwC|KwCb$-xi7D-!l~IKj|sk0t9>?~ECa2#nhu~$pvxtD|Mfo${cq)<76Rc{ zl!z8)`?X<+QNPsaxd$E&hLkQ-hHwgFGn6{|T5=D+t>(OYO)Z94+L99t8{!vJe_Vd1 z$WUmw6JPxWD9Ak@h&gM5BLt)bDKxPM{X^S%SCF94GPrjwiJ!4iGkAF*0=Xd7z8|GR^3EtAZ%asp5`&C^i#DJzD0CC*Z`1Q-g9->SbLaAWcMyvhQqxT8Kujib z6=M4g763KNQ}))wpBZ=Xmb6VIl=0_6llX{Ouh?*KJ|9}XaKzNcx@GuBD;-y=!J3Y( z2<-sy5Y-g1quzs>n2lYISyTw;)SnSD&Y+T426lLew@f`jQe$h@VKf`4lTs0G>gkwL#En@gc*w?}Z~ zJ2gq8wD`nSYUf#yt-AEW+mrlZ^*p0|3gBb2(zx`n#T2E zDvQ!YbP*qUSR7%pN`5KS_bh1gaXxS7~Ws4X1L}~fD31+H44MKuoB697c--BfK zr;LF5lM7B-#@r;d_=6I^05N=GV#$yrU7JLD(5%^iTmlOp z?_nvqSK@*qJ2C1@=EAvv`k$l^qu5r-5W>QL@Ciz;ecx!a%4~8wpn>4G+<0~fErj?x zeQSmS>Kkp%0LGvC_5=BzU&nA6g-kk57c*<~pJnG{{#thCei-AId=dVZuMF=MHryX; zp5bcmjo`W+6KtGq7L%d!{qxWNHP|Bra@ssVsPkVk|KGQM;4)o2`1n54uz^C6R9sU{6`mpXYLCybaw(k&gwiN#gEdMb`aAC?5K%pva~ z|DDS&YVdQ|B(*9+h2O0A_r&<(G2lEs+nm2!IAk3-k?QlS=Op|8btbJh)Q~&4I_u-ef^8QH<`Wu1%>DBT5kgIBIC9-HlYX9-`|HUOT4A9x243R}R|LKx{ zmpZDZfpF%iW3$14|IP1z@mWRx%WJ`5_x;CA{~`B(42ZGc-QJ#uq}Xy>)uH}7@yMjV zNZQ+vRQ@ghe@v+A%Pa5U0UP&~@V|Ka&n^BLRPUke$#`a`tgJ0LL|}j{ePti= zB=6ua&C(?S2j(J@A8y44w5dNh>my|_B9loQlGF<@|7VuJL*$=Na>TpF)(A@Ekj4eU zkx9A%rlkC#mjC|8_~PJOf+0it3O4J!m#|P_@+3&mzj#K*0_~7_@3}>yI(=;@{b46% zC0aEP=C|YA1Z{P z0w6;?OvP19?49e{F+M7XVa>k#_nogrzCT}EEqh3%yuxOyk-I8@FA~dTSIiRyjV^Cc znf$(i*y8#?dAiV?IajeR?C0lKK#BG6J2hMQ0vZk@=k>x9T`1!#xJNAPS7>WT*h+kU zVzRxDSOPo_=)QkPJ>()jB$2eiM10NY7WzcyA^LK#E0W2>A!omzXH1T%_B&NhiUHv; zsxp>{r-XpVWA|-wG7|x2^3h60(TB(LHix6BF4sacJX$Svaf~J`C9)mgG=rXJqJByx zNiR15>h}t=t^b!d`X9auoluv7z&s04hJtV=j^7ssG(M194;2iU3DZGUnes>t8RkJf zK6nr5MY4RU*J!)voq+mxClEpiif*r78c(GWlR%pyRIE^#^Zh&GQk5OY=|X*`bQ-4w zAKwr4S!X9PX=V%M>{l-j*$e$Zv$Z$x!Z7}%$E&14`LdyC6`EA4X~#nbUaInZ7i5yD z+dcEcOF7(s*AZf-cj!nt-mlMr-0n{j4HPi~0VxyGpX-2;sml>uwRapq+vW+j~{jbNaWR*V2XfHpcZy=tRhP^OcGy09+7(w z<;(j_(sd`-k$LGA52*ZYUU5vK8-Xh)fl9}Jwf9OZR3wpDo`0MEgoTz}a%k@{SGLT5 z%6^mW>kC35jKkqx#SYW(TaWn>v=&xQfS)H;hZm6q*@r?a9r>d+(;snsM8FqN=&7^& zM73_B2V`ZAZ)5cdfoY>3$=>byzPOL_X0j)Ct;55n`jU`}yyDBp()s=I%upVb4D-(g z=vY|d2zXos);f}-s5c>Ii=rlJT`@+b#lq=(TY-`|@QX zhosc>x~W*d%i-Ebr^WS<^5%#mfWNo4*k>JAu~}b@%8H=`;@?lP_`25bLVFL4YRBMq zPCtpRdHe009Pkz^d`WHP`V(eAhVzTke%-Z_kk;_jry)~*$(Uz1xg=xC zVYBLG7+Y&BnmmyrZ82{{fX+oM9v8x1XCcPb;`9w2Oh<=jGcX^c`a5~CD?x+TaEWPt z)bRi{DwS$kOxe$iH)r|$u-y^md`1(xiOcxogX_a9$Ne?0En2NJO*X@1u+Fzg@kC0b z?32Oi*PPhGF<~fHbb3QspAwbEf@*T4NHw5IbSr^oazjjxEM6T1B~x|9rBLk6^V_BOtlC7}iuVXXt5dIHsI* zUu!Rxk+#;>Bp?>cK0ujr>A6;A#!+n>P_B`9J5wxR(OeF|n>RXZ>tk}5<8*)7EB_Wl zEQU;}Q^6#a&Jb}_RRC2wozwA@n z@H(Dg)w%=st|c>+;trUO3YM!gF&HHvUA8!%l8)*$eWTTBmS(kCjlQGk;6bC27v($- zpO)dd&Tn&b5E1PM)oQuRb^6pGf2uxf`gRuKzP%uyRqatvQ!k*SrKZbiJ0Uun?e1hg z^*!^^;x@MhY1&gbDqXU3JV{`-R4J$DsS%5Yw!rAX*u2Cu&hz1^r;H8u;68Nv(%tRm zF@iIW#DUbUe5PDM;CA)iBdlD*vjcr=tCnHbfxf0?pGq^it*wnH+_-vsyZ=MJH~$y+ zi!CMd*)t7>0fIfS+omb7PJoz!Fnoc@xVCJArJ51PXD@{r{nJSm#Bj?@o|ZfSV)ws? zauDzlUi?c|Ks7ZJJ^6_UwTZ}+>R!OkpYF>1ou`fw0p+@h)+}Td{5v~QUoL6fS3pzQ z4}lB*^g!iM6p>X>4iCZ=pADYmwI85fkOFwSx9J|m3iI6Z-@5IR7+_x(G|1>u8&C3X zEYRh8-aFOR=w{Dl_w?6w6E2&rHv}rjQSn3Nx_-lEHU8M#qF#8OCNx^UzTOlOiMJ?p zIGsNmm%B!<#5Ln~$>I|kTQD{O^8pHKW~s3tecEJ90*P`y6ykWg;9G8)+Gh zr^%*dcy4F0=U4Afqttd@H;LlubW)b;%nLjg%x?|cc@$Xj8|EqYjl$fEj(e9IoYRly z))Vg30*1QT(OZ(IFL%Z$YFQIM#sd<)9^ngoc~74>U}qP>aOf=h>INh*#@vAk-!i+zS#OZuY$gi^co}2L*q* zS}x4#T1NtRn{)1dR3NY8?z^Ehidg}D zm1AjKI<(v!9VxDJbw6@=&@ZZih)y7*ccvg~Wg4+gl!@cxz4p4bDR z<(HKQiJA6&5DNZLvbNFF)#i-0)lAX3k?&W=(F)Uh>Ey)3IgkVjvjUA@xw$)L?w$xf zC$(=ZeJ$5)=POMqowuG^iaN$Y|Cq_)ByYM`)`Kde%0*~hLpcVG^QY#uJyJ+F@6YkI;%}(-a^9Mp=rDp7| zaw*o{;<_w}zIu?gcfnBbmDk-XSbU|T3K9S5N;SNdYHO0U4u{Y@9ZurQwy_k}0OiS& zgD<7B8NQ&)j~1nx;+K1OnuVEQME@c02TQJ;fe)wZ-(#EhPZm8wtk>p-B6>1L= zlxjl0_s)q(bslKBn7QCgSae_0TAcrxH!#E&DNI zdFX0Lb~y^0ON_$>kQnTP$&vOm5(Wjwfj98d=wRT-sbaQ0FkRTky{KQRv-5JR_%t-G z-ecgwqp*awd_1FgBYTuvW_8N0bcCZb7ZyA!V3A9CxzNx}7)ZGekX{NF~M5 zSRS3DkPqk0Jzu1q%F8Bd{mvTy4ICId$c9r5;} z6|iVSbWa1dZ;juB;P51@@9?J1+94@QUi8aH%1p^Rv|yD3Sojq4rSDyOBT}U}KqTM+ z=bKf@@-un~YsQl-{}+UBgjTR#Q$hAmknNW%;(kZnEgLXAWap(f#Gp{IxV=-mPuCYW zuSPhUAXG}f4ely#EtE!oT?k+%RCFq7>vk{!2B|!#c&@3-nZijo(Ef+1)QLS;wW2#JQHka{|dn4BXnFlJ31`?#EDjs*vOhMo*YA) z#wGXw6QA39hdV%#j|Rv{CQ;9vv_B^GtFIB_7GRKycKc)U9?U6~EHf`C~9>yXofE zuH*ihmwL5*`zWm3tW{5g72>@m$#gH7#GYin1O^6J?$?9f!72a;1Ia>uzi$$$(C?rm zKUYzFJ5EcKlz%`^e5f|}mmpX1y%uoDMRD?8NxqPfv+O&QiPnH|xT|5N30lfW-^=IG5QEFLJYPNj_CKf90V2n(&dwmir zyN;)vMyll}IKGJkOcs*FpbWCR0fddYs!Ya~L^RmjH|| zExNZW3x#jG6tu>h*-O)<>>2e|m56IHi|X~3)Li4rmC9mgRGao9<2`P2#EJs* z`V{%ckq3%t*1#h7Q)78Y9AxAiGRPQxm5#k!`_(sU&JFuEv(C42*2*Msb~g4Y9*5Vg zh~orP!J;sFO|{ai-NO|$KHhN~j&MHk$Ic3+a(THm$S>vg6_+fT!Qvh|9iF3nbuR0A zQXkh@;gj<#6%3MvhkIDuy;y{L^B1VkMIt+-j*)CguvM zwT3_GDY;ZoTTMs#@=caRVx{@z=ei$v@_UMTf=2dI>He1(v@$FEav4|8)LSh#Coj3# z)H$df=A*)ktTHJxe&}PVX6G4rYR1*0`wOA;1m?^amJEi~Gy;S3iVx%u7wXO0;(~Ndj;QMz9ymZeWOf0VD?T#m+z9dH3jRMMGQ}&`+h)T`TYJ20BIm2j zJcg3$@plIlVp1ATBx4I-gg`<4S|*vF7{p8t)F%unS;o>k1y9;LWvj(6fi_=WWr^X# zvk4FgI_dwByTit9G4>8Ku(S30#XDq#OsnAeQk&lF2=4KkVn7!Cv**=Z`n6Uj-zA6a zP+fD8XTH1r`oi7&T+F3=K3sfL_yh`r_giW(u3bf)KEBL~gO*Mc^Xn`cdIKN-9RlU` z-9SPk1N{rH=@oeQtY7U~Y|bR>I_ZAC!H|yL4c3uSvb**YZ1y83zRq~JbBG|e z;_2p)pfBgS#yjnNu1_KRQ;pH^{18U68xR?5aWY4gF{>C?-C#5y5lo@!MLfcAyIa9U zq@(s+s0H9#sW-;Cwuskz-ET;9?lLbgvjU3LO2_2u@_Y4=67-+nwIrOgxIP>?k%(5X zanbpVC(AItrSY!_3;fJ!uHbr{o;z)2mQ%I$xVqIMc&{xafiap*o4#ZoDP-hdh!`=% zlvAnQ9=%xog-YPjQEpKEr(SmdSKH0=qG@kAAr3QKGbJ9TSxT20={eKnGdrQH3=?ZP76AD%-5pM|)X zl0zfbUz13jN&KvP?7Wser6_WiYVv!)cOSRxR59(+xQ1~NcvRTF0knp^BJUPmW#7?R2Eur9@fh*m zcQ!RiOWE--_BojY&pT>MTTUevJPqakAUf+|IA0tCF2niAgGR>2BF$&Z%nzza(+YJe z=c^*HEpx!nP`voG8*J7Ef^Tg?CtS8%srh%gCufgY;|=Y-bl?s)jnbPE#~+?pkJj%r zM(uD%a#q4KI+J+U4QFq^jVshTus7TRRs+cL0xU zo0}9uHT!g$b9n~iE1K(C9v>!7lBWq>`Bezl(AGXvsn`&6xl!r;f~d5cWEu@OE#2?W ztIIxlY)bL>YcJ~}8Q4?aWM0G?%*PBHng(f9qrp)Tm-PL4;%dYeB<(w)qEY7jD=4V__ocva71O~QCCBFh z>(MT1Cr<7$i8an<)9C~p`H=G0v%WhNZI&>AHd*9p0cu6X(axpEY8FB6jtlOMpM**U z5}jrvFkj8m>3_pE0BvB`Szc_2G~1dkL`Xf{Tx~soSFOVtE28*!EY%m-TQLF9C#x{` zxBmw~l;q!7Yk!*2az)4CasHCd*`iV5mYV4H_TPk=rIVD$>6PqgIxjBW z_j0@HvD9D?)j|IGn~piHD(YTDT)PC;m3oci16ImSCxm>!QiGF&db1_&YKwcAG~T*| zfe3swUB(-S{a1HS)(KrV&n$t&HTnCAQWFgIYruM)*A-<68F-cDiCn!^e};U(5M7PO z?E!H+W(G&SP6suOQch9`3O^WRMBLgBLqe{%AQ-zJdIUN5LiBHdF69>c%_3B~s-&;W zBWr&55EaD{LYA%0fW$@RGF2A!#j9%|97Zm3Yg6Pgf2(d*D2XjV7I~6mmm6%}y;zDG zd?8;OaK$-U z3Fk&48)QvQ$uF)a!@BZ~!bx|44LH=Ii$npKa@DV3!LUDe zG1+#{!t&oHb{*a(b$lcXDC4OHb|ezYvwimH7*gV^kJn7QKjMzuN};zCDhdr`m(4Ef zD7fv9q7OFr&r^Kz;8G4Kpx#rd5EE*e&6DGj`dB+{GUuKy?95X;uN*kx+kcr3ksG{CspT3uj7OP%kTjN$rtC%kiv53*^wo8nI-mTCF%Z1Q(NX;2{ zgoOZNPV^qMik!}^#&D)kg>^Bw&GDB0h0QC+)jP<|1dqwEPFW|4tF}-)S>Cw+&RUDZ z_B@0%q|a-JOA>{gCC-tPm!f4(?)u7AcC3zK+Ys;K>qpe{yKfY|V2=06Ok4ZV?!!Aj z;H5O2V+a)^IjVf9{7*DHMH$;h5KK zW~EBkqO7U4tOF z*MV@5=|I+Noy)#EyR&QX$+&|~(6H%J4r4W>Lw&VwtM_)prE93Z(9X^7#TmhByIs)U zcsd^@V_u@ah&v1*&ph0W-3j-x;STR!<^$A@!R}B(%=*(k`$CHygx7jyA!_8ME_w&u z$Ez9l$7{EvH3#1$oUCTVN!su0tx00J@0|>*8v!koz;l^!QFk7Nk2n$~?5>)nJ7A9O z((^6k_H+p!a_a&l$xJ^XP^%R|Q1nwLSXmE|`Ll7^D!V}^jcI@HZ|Whwz7$Xk$%H67 zpnn6}x?bSuG-}1kXKS*j$k7jNHDB1+#2L2N9bWSvU=xsFMQ#>>P+eXk1-jQQqQZ}> z4(@G?gsWFA@xiq8VzF)aI`aolnn}t|L#cR5GS_mf7+o z;UZr+4e!51K=%8*J%qEnSmuT*v?xM9y4^?Fo7-j_+3%IPT^iALw$0aTbYD?)7VT2h zp;4*lWg%`WAy2C-6QjFeBW4g%#nI(rvkbcLojml?1vX1l<3^NJyVQ^jD-R#EtjV&; zUi`ehA7qqD0G=lbsgoJaZf~r5(ICB?QrC#qL zhE-;d$I%!zA}*hcu$5IVM}$wSQDwMCy)Ql=X#)x2kLC-2_(lnW+Rbg4(y`HtYFCyd zVdGn&fstq%UA+GZ<2j>&yTCZ(w_46Ok4#Y4Vb*eXC|X1aIY zI`A_8MteSOV8N+!kSUUtJ1A4&d5UwH^{3FpVozX^rV;m@D*pD#i69zP0Q3Y}lr84x zyy*Z;^9*L~LQNHeJ4Oku!suCn(HZ4R1*cD2Pb}dB($IQJl4bV!_PuLtGn&v6>?$Q<*_Gl-yT|VfB94dsn8nwNc>UTG+trOGRm2G) z41(V{NS{bKWqBEHO$WRv8}h^VWrz17;sq2nCH=Y2p8!SD{&S9(Girx^*CU}XyGczN+A<7+&~cMeIDLG|JFoTK)5=fMCE37cfj338U7 z+HK9A-n3(HCP94T8`1H4VV;q&bUBtIKl@1B0tlt#-kSi?bV5a0@G6zp7s$8ReYDJQ zwyOl>eP%IZ}Q1aod5?qIZS&->>}?b71wZ%Z~^vg++y zI=fYp{azy6F1LWyyk_oXGu%z3ILNR%%V{b1-CY3U?r?m9S#w)b-ZW~N$+qA5^Kyp* z-Gf%hQ%u%S97D;D4=F6gbb)!J0Z=#Jl9+P=cLD7HTRf+d&A_fLf75B%D5@R-JQ^?g$FFt7u@7o=3eH&G^Kvoe4tj>?d3=rYHt|bay zKM9o@Zml%T+k6H=(tV!aJskDr?(Dv*cHGbIuLkIp)jT{tOvab8I@;g2a99rTw(B$V z@c5`Vc$R+~Sd(`OMDg_PLz6%sN$9Q^;SX?AlH4yJ|5C0VP|~ZXXVCMgryW46)lveU zYDmLXC7nci^{6cwUCMD&Sj}JXdYgECox&*60JSC?ksp4ds%cBFOomQ=HSC5?RPEBp zQy>$9_>$YN!e`cCsi#dwBq$GIIG!PORy6~TU{P)^eloy*hN0No3 z`T5HAoKLJa!|u)}6XK;EL$4WLkohKx<^Jx@s^|3P0S&q#xfeGBxGf7;xQwf{fU1lc zJ-(m{4}a*b4PW~Y)eBNI@26Gbu{ZZ|@UCRjYah3S(T%O#&i*>;*HlUV~{haR8B#8=E$%twxlh;g9#* z!V5o}t5hTAil|Aleh91LM#ZaCX?$PFlp(bndEcM04+IV=xIWjoMp(W15!shN8vwd( zdb0@5o{IZ?hb{)@{C$opNq|sI?fwX1cPYj4%TrXGZu6eWfSep%gPi^ZSop4EMBl3h zYb8DVO{+E5s@EPTugci3o!woiX zKI)w)+VF2{(d8bgRTzbvanzGyg$wd!J1R8A>*l?OvXOx^C%yzjhYKg7cG9B#?hwKJk&mYq zV68*BW}(3?|53JWeQqC~hZbve9Hm2g!GmXgeyjHIX%wHk5yR@=yI1_0NP#_PM=0l) z7rE0acoQwFWM+LoU+P?MKB(6jW1Opzp$c6Rcx`BvOhFb`5j6Z5gH`Nd#7h)(uCI3B*K2i%2CeD2t&d zYO`IFZWIk^o@`=RUj~({q zEsZTPETKgF1@Z&YEw;_Tf1OM3nM3q>)beQT`(eT)no%Zh8uTDtDox*yQrs}N>6cOa(9}Q8W|LqdUEHBwHQWo zC)GOhl5+3&%}P8Sj|op!N#sObIDRnjfMie@LYk_8F);Vgtm4srv7hMy-exVoOeM8 zLwe&EkB`mb>bot*NVh)(MB;VJnLT88`FI|wT`H;ojGiaSNABVooS0~c>+uWTZw`^? z{9e-5+nG0r8$S{gX|+(sQ6U*@YrYOr{bbCIL*D=JJ5U{e6KR4+$Etgq*BdnR;5?t~ z`ab&;3Cy!7L5KGB*&@oLE3G)vKs4EESWYt9! zh7SR@l2V=&%^*PyjC9hM z^aNTRqTF96mLC+G3i&Wko?i%SBSta;`}OEl<*JM3{I9TBy(z1UvSs}|neO|&|51oC#>100hUZOddS(g}|Nb|#?n)}Na-N;Lx)D4D1pJE0wx1gXrW3}g&mL6QC;%qMZ9UBcx}DhRLFi-C2n8|l8nd4 zhixJ^Eb`;1qEQlMW|93CD95%iLj3Tr!py#-T!xNk`?=%!33QFMKTDm(6IO|0bsDKg zMWMbY7qG@JwK%H|2?1eto1FQ%sZ7ql<#Q*ns6Un5GCv)lBP_pf{SpF+qg=WA?Q(xu;3mN3 zsYHot2v9(wspS+dj`%dUg%q!c_Xudh9++)#nugLYHh9u|rZ7%3ovmSD1|BiJb)u}i ztHo?g@iiSTQ;l>a7|HeX_pLzD176q@Z#6 zIbhZA7vANG)NI{@ezcfdOPvCN5FUUSPgAlc>&8Bc2l+-FXklI*FwzVDb`Qb)Nk(9B ztw-PBC%9qtpb9I^e6wDxa}1rsTBiw0KCo!Tn)2ht;|_OX=|*G6PQgQ9SCXdhhb~wT z!pQ47e+uU*U334tKt7&phNRxvJ|S&ZPNUuF!g08t+hEW9YHn_s>`s)qb`QFaM?Y{| z(W%u5uF@EfS@juW%0GsO0h`3=N?Q#VvGgb7Dykv%8-PUyb6GyH zN1U{UMD?qQE)^&#q*`Hlyp^kFmub4Hp8|jFBo~zdc6h7B%GU1Oe_LK`7W;^_gb{1; z?EfT^ETi}+IK-926;=ZHK}`&7c7c^ZBRKN&7uf+&a58_<=y`O?leNwKD48Xx=FPc6 zWbQ?jA!eix_NG6j-RDo@k*>s<{%IgXQ#0lhyCIY3`2@q%vH6X8e38MEvhX$*hiQpt zWG37d=kQlOBm4mQisB)9U{SO^r*_Y*-_2~fh0W`cBcwnolj7;?Nwmwv#-!us34xR| z=Ya@=5q?CCjj7lE7}qEPx)NZqTKa?J#`PHe5Kfr@HYv>>jrTF7 z7wD$LpC#HaTDn~Y+(bC$m^!P$4XtA~ou1)!SGbJ+IFCrult`;{8ZL98h@L`a%9^Y?MO4T&48QR*vrvt@jI%@YUfbMIQBexMa?k zju)?pC6y8%jNy=&OcM^F+)7?{W$)KscZ%1>c+;xVBobV$w#d8|kE1jaH(zJT=@(pe zug0iKaY~hlQcEN2?4l;&EH*~N9a|uh8A7d)Uyv=;-f=tJD?f42T3Fyf?d+98fzZp2 zVWFL)PBC4n^G~}?D0Jm&a*6fa#7%E`W`A%wj8EWVcRHM5VHdL^Ju6}UWOfi@SJQE# z6jx};Y<$8N>~;=&HK3i<;r0}%ia(m5k;h;>S>FGBvvUAcp)VZ0AS+9^eY!v!nUJ{8 zRejO1`)XZ2<#ke(3@?$?MzrDDv~|99z2ZmPFSn%s$1+4 z6bgCaZ@`AvdZ#OKO8K0cYvUmW-D8xTp8??E?Tbw^z0==6UFqJdL+vk~oSueoX;Udz zT1!1T>}j%lKi9$O|5%Q zbrNZnBoltTNa14370G)08I!6kM%^4>Bq zpnvgXv1Z6hVYerl;_JG(66H`^yw6|9h_KO=zP^+EtKCx8DUR2h)W*U7eib50XR%i$ z%{K2*!uE{7_)9l>4p^qE{aIY%p0z-eu_XTKLaFcjSJm5v2T5P<=)%>o&sN%Ha(_zZ zpzs^E>zyJ~{8YRIVss?!?xW+v*0AAL@yGIBn(d=6DnfNfTUgHRrBVIPsewCfoUZq( z8N(--$>Y!&gI~GEY7&=5KPAX%ZBj62Co#JT?((q?tCSUbdwKlo$0<^3wW)8@@84nE zH0g>91;Xx^Bogxz%Z+;eQ~EK9hg0X3gum_Ll|T|b=U041qW^NuNCJJEPj+Xc5E?^L zq_<7F1>w8^>%yHuxe5tW?;|7R;GE;d(J-AH?pCaKGu15-bn2R4GXouH|0g(5=Fc0t zC6q_j2OaCps+x_sX;w-f_mxpmwQIvlh@c3F zfT)BZ-7Ou0v~;I*cMdI}NOyNL^ia~MgbXDy#0(|f-T7_sJm))SJ)Zad-e2FJcP-Ye zVegrJU-xxiU6YUr#Q3_&Ku+tK6q?M+j2^>t=2{c@z2_kf56VRvI)|-0J6TPyXqOu7 z=Q&~6O6HoymGaqQDK>kHoDU8jZB5Api$e-WPdoc~tL^t65l+3Bme0||a_mGjFOwbu zrD_M-(Bam7ia znS8KL?N98a!K|n~Irea(RLgborJ?=9yqf$SFt{j6qdGgCQ@t+TGqu#91EM(%bDE#{ z<}I^rn&0xyP!UU7yP$T5FgrY-VwUor$d2-u`A~lTLj&IumYy^^G(6hKj1vv}!!ub! zg&b%47^&I*V|Bx0@-4XvV~Gr1%cDeS98{WVf1@%^Opd-~!PLV4tcKmWn;hkY@5KMy zjf9^s?^s#j2QsbOY*b!}(Px7_!gjLnjs%Q^PqO#gBBisLp6hr#y^>jWA{Q5*Cg65D zdAj?J(_@K!PT*lm(cb&=?E<-s1b5Zqdh@;uwCbEE7FV-m7fe&}kLSQw0@rN!szPc6m`7Wc(9%ppg59~U5p zlIu}N2I`AY@soIAj8wHm|76)*hgK;c<&xE<@I*UboV&Co2)8RD7h)_uMECOKYDO^R zQ0%im^FCHnnE%@>iNBjgH&-e&kep7oRqU`+{s+3=)o>k=5{X*xinbq14^EVV0ChON}^vN9>X2bg2HeP@;yvBg@&CMud=-0}`2Tn@%* zz#2Kh)72Z@F=6~&gnN_t!=PLoBn2_j%sM-qAD8O*-jGT(y_T}!TuF-K`L&r&S>7O2 zFHbMqsitp*YI5nUbwDx3v;JP4j5Gnq^adB3g6+ti=~tq{3ExG9={;+Vdw>ec)RqLX zeEJc6oK^utdn^wDqmbV7(i**jO2BT~;|Vk8w>sp3x$3^`1>Jv0EO1qBi2v6tfbgSF zawrJO}r_Q}5lOICXRd4%7hKSZak>RrWf$MOKE40>D<6SezCF|Aan4jajt=-#S28*bCuAd6p zP#>;L`w4t@EHmBC2v|l`Y*P((cfGJD$1O<7ky$|hv&Dp-p3&6xGMZ4`| zs<1%f3;Li3ey&Lmg!M=d*KsLd>i~5Dm(Lh|OMr6zN~)4Vb*M6pF+2X!>V701Ha2xf zmO^)r{0sd1BUnCu{Ff0LPFLTIn-$zKCf<|#WJxMrg76`Rjoedoz~ z-$*WgDFsw+Ch+3X#tuI3ibwJ}t86XV>Q*u}9{?H*lAPBCO(vhvJepsxR2wL3__WyK zP^!7_{0woPR8%%RKJpz%v@}!6B0V&cTT7|k7-?)D?EzWYc_W&0WctU-S+Tq1y@3oY zC5fJ%d*XIuJ}Z7F9kPQr9`TWFF^cCJ>&Nhu!1Pu(3jYJlCyD`ne1-n}*?V`A_ZFp! ztA5^BIwpCYy&DA19S$~IO7jWq^1|P&JRV(Q;FTVT1Hx?(EIXj0$pD8|uoz<0|70`S zX?0|DWnbHUdcWkJ6%o8q1#)XPnLR5v&C#AvRQ{sx z?Y>YaXwq|+2bA4Siho-6*q?8_r8`+e+ANhr+C&khe!f#~_<+vH2qq{HA)Qc6K>+Y_ z<)btYr7)hpydVv9rSb`c`CR*Z!LLi*mxqmVGQ&mtqf=Wz73agbeYdstGJ02^MSr%ce{WDql?+ym~2cZx6 z*&pw}>=0f2p^ENhHV9~baoRYcS*>AX9Z37Q$M!_PY{zVsrb^86l8pDw z>g&{I!(HX0;DVptUZ9_1EMa8=0xvqdoce$&=FTueO8ZjIdIz zd5>NR$emD}$@zb4_h0h_dS#rwYb*NFc_ut)Qpf_BRc((HM_R0<360llrxw zWH%h0=)Nl`P92`qdw#uc%kHryl9Z0xMK4qBygr(j)`Vuy+p@_a&&I*Fy?@$y>p#(|>p268H!`x+|qxSwz zOYct4>+g1F_B+&s@pPsx2EQ_BtWTrs9V&b?S_NxtX5N5mO<72eNyZUm4<>-pZc%)0 zhw%ty!KU*3GXKY%K3`dBc1pAgKmlKwHln6A-1beQmWNH53MI0TSRQ+Td&0Uo9~dRj zr;?+URhW((rGXSa(xXyacX}${G9GZbf3b9gzOG2w_CDjlI9l=UB#gZ`JkDzn3 z3-@Y^v9yzO+!?kfh66uZuer6hI0-H}z2m8#C^=T-b8b($Cc>T97+x^DVSAtncIisu}3%2q(8l!W?>-7@iT!Tr}5BJ z1N$KOm+iLU1xOen-mX{^PuZ3W(0`LlAdUYV;#vVe{O(q+)f@@0K07ne;nHzB))+b3 zgIQX@vL&5j6m54Q*FYa;vJ*WqiwU1|MTTjjxU6&2mJV+a!7p-rw3d>td;tcX2n1yc36s@9FGW9PYhg(c?CXmsY=MK29w4U-4^p z%Q_2&Y&u(jL88UGK@X9lu=RfpdTb2~ zHx2xi?C5s08<&Ldc({}#9Os;ioWLukNmgMjD$pkmk>SxK5A>Bp!d8sd_50))oUwBK(aoykl)* z6n2dlRmO%aFG5Hr)KRR~kLKH^9Wpys>|^qNRs(gU5XmG~lSncid@j1qF>H_Sv9U4z z@+nY8RDp(x((N+vh&w=K*ce=i@nD@8XC1 z3GjB^+ENkzpPsyULAJivW!q}O_tg;&#IT_p)x_i`ylxa{gY@Z_9{sHjzgoZv*d4U~ zUE_{tjDxzy_wKxL7vq{#@iaX%JS(5$ouTfoRIX2U_$hOB;hyKKyV_MjHLBP75%VnA zhA_w$ganjBX3=sa5A9?j2ce18SR%9;{S2`G>K1QzFd%*v#qIbO7}pycH|yxRx>v() zxa8@ecGxGY_dRhjQKI+pU)2PE>z=Q8;fJ!0!yzw2a3Fv2baQ)Na>8*jYiuCn{?{Tw zR5Vna>mTv2+Y>PG>8VkRj<=@sWLAd;D-;ZW%v^Hwdz}j3SBM!JE?^2U%_=8D>+!OJ zQ!wbXyv2|QTIV_ikr=g`qSN_(iilX!w=Z26P@Gq%<*IhDwxTrb?3giMut!U&6*Bl_ znr<^TbP|)h@r*mftw~~eX0+G;1K=RSyWXok9~5e*n;XP;M2+ax()%42A@1zI5~3V< zWW#$z#PAJvfV|(Q+6PQaVxh)3i-z>cuPa=uo(S*79$tKl&%kkUacO7D(3q@u|IX@Q zFG;+}CyO&UuwA_Jiu3f6tVsd_)aQ%KTs~V0V+Eg9-nZKXqt2lkdob8mys)7)EKj_c zfWUxW&$68Tff>=%FTJf-siO4HW{UzQ8b^W1RUQ?+0M!ZV*)L?RB7;B(sMr(=T488| zB590g%eZURxr9;6)o7Nezo&^@SgPRS^NLrwKQ@p$DMybz=O~Ml1(}W8rbBR+v)A8| z*5jwgi&t}_6#$u`(I_d+w5-3K95dd%=Yjcx4rQTO?V>noNlmZ$1pdo|GDPlly2Avz z9=q>|D?-GHUyMhiEo38pm{GK4s;z5Prld4V4z?EOTPKaAkfwyc6rEXDWg2R{QO#9+SQyQ>qbC`D`10BuXLYJ*wU4nX1d*C`Ry(B-b>eY%qk1 zD~P{@?&0fwJPl%c5c!u zWEW;FRAQKZJ(`F?D|~whjpfr|J>?HZtJrP!Z}ka%#u5}xH2tz=I1t958aSbBFzltr zDqh9kuHQIlSb!mH!FINJJmI9&`=n#+-Md{ruzF?5(@^zzhvoj4_vR?#(rtXM_k9d9 zMc9%$pNSPlN1?aoB>Qvk{dszc-^p9jD7W_)&fc%ss<%22%>#G=Xnz8x0dPF z+^j!{!Of91B;j3O;WYTdnClx4F#P%*qSy`TGxk@ZJ91;L`U8}Jrk9a0CVlonxQz^@ zWRbXdxk|eE^jHLgJ87|OmVwruygNbs{CH1v z)1)w%nwj@;#_O(`cVkDa=a{hhF!zPx~8g6!IXqeouo}w<(Gn1m*1n3l* zZX+*x?!<5(7Zc%%#>U2z7ke>PRWX%oo!u--{AlFGo};OG0j`s?Ke9Do_E$|`u+m?? z;o+X0-9#K8sPaX4%D&ziNX2~jlFzMiiq9Mvh4p)G-R&%!f18Km8!VKVaz{nTb7p}= z$g90)9dL^jvj<)pZO=+Pl58phvbjzN3&x;Gc%0&E3NjKBThQ{V+;+NPcIrfx;@JV= ztK{G~+QDWt%fP1;v5E~m!!c9?tJYVkvD|OquZ6pGeFfp%bahlBEiR*hkDI;5`Oh3&l(z6FSd zj>%54Iv~c9()cu`FGDOTzt-a$;`wtA8OS}LfjkhQ0YvlacLeCS?pK)R&vnSoU%uYb z#5s&Uy~0I!V0-LHXY?P;sExCcYiWBhDVxpls7UA&kpRPJs12u>g}t?FnB4b_DqBc8 zRHkwiZCdZXSp`}%4B)FW)$W(9b4P1%|4$L-t%)Df`XXJ`rr1YoeJ;40l@CK1?s0 z1_@<+m@{cOI(%Md-mi4DC0}H~-FF4_cm&oJR;;pe_}$|i=UwU3a_w-cDqvUoMXNBe zj_&b6KK@7Q3ZwuzohNoZpGlBH&$w@zHnz#V?>sm#AOKr#rp9AH_%w&g!{H}K8E=8% zwz`EO6S7px#rGok>jCa-dPOwJ2u)Ypw482SaV5lPUy*FF$-(+bMn}CvIL5+24xa1P z2VWK9&6V<{vJMeih1Apxkla zaN~EtXDEreb6lg5*oG7XuK{bAQYg^fM6`qM`2nrdLqNu2b;qZx2xv?I8r)u<&0Z-i z&C;0kYc#vya+po3f&!eK?JJ+*c(W%{=cKF!p+f1KJt zFHS0q4oqtiS@kc#(s}I>EEP}v?yG@deGKwqUy2%rtR<}EU3ofRE}Go5d}nXc>Ov*C z(ROnDO;uWZlwM#yH^h{j3XON~`Ux3dR(@6&7V%(;>sI{v$Tw+&yGutz9vq9RMcV1! z8JxOR1JBnvtp?#^Q|}e#e<-vnE?ET@i6*TnH+s`S(;HFnm{erRt9z9)ALdDAXjQqn zfmTh(k2Rb$n_bwTX|3!q%aM;fuIqIBJy8X(U<6E-j5;k~uBqx(HV$`3ZeTx9oiVmto|{&s3}2_wMTstBbkpOU>692Hk1R{fpNOOv(P6(Z4BB$ z77V)h^TdklpXrw?|QE;ugz;PfIP$8jdU3;>I12bS& z0H*8t!f<^b!qx=Il(GNROGlcHBf%`9j86o5Fc4j5GewrL&>zcTY6IFmc^OBe6FeS6 zt@ZICVWH9PhuD`oQlQzTx8B~$*C2N$beFGDZZtcPK+IEUq4sqL9&TqbhXVJbaW z2alcD@%20k>wy;kh57Yj8i@J)J!POJzBJ*bMMP0@5IF3vV0b2>&vi~57D)@xbPlr~ z|M*0X5c~?nC6~c12UJ}}509_D)j!%$$o0-~ang}-Cc#@5w0l~r(@G)IY%|^PCJxLM z3X7G$;4VUK(k40byfI|`Rp`{2No14Q->#pOO`!#Kv~`wrxgxIu@k_CtQ4r9NYym6d z)oF2H5ZU|rQ~nvN6@87(nEyC=Y8ipL_pgCfjSXIRxE{_B`CmiLtkQf_5O3zpRf^S$ zjn-v_FAas;zJ3+Pc%iZIV;K6aB&3bsJ`DmZ2CVR1tQ!nlrQPx9KR++0adNxHze&$5 z)#2$03UV{oh@7$>d_QhpIr!|QoGGN6Vzt%LGqzAw0|bX+fnZaL6*4U*QmvE_Kk2k8 zLf`W6qqwrxdAt0d#}R5#Me0wlct1`T%xH0w-P)d(_xm8W@-2x?nKWa^B5JD`?E!vn zJfqe}V9br^K)OIyK7;1aaN`(FcY-`%A=NKcExFY@EM*RS&7h`^r8X_II#|H*5WCD= zG**gflX<>AY72wb12ryt6khXhojHEld_x2ZRFaD)a+uz|ainn7CM2R?eV#NDHoB>P z(rb9imhRBvUR?GB`$Q!+2`KjhCgb8555%j)#1=p-$8(AJfkZfNzOCU^tF-wk)Ojzm z*(*^(ohTwO*RWG|5QUpkmR1j=QeVvag1eGHN%uuymr_TWcJn*k>1k-0_E;ft{m(og zwW4XB*aKKz)!#;VC&Nn-uEqYloXcNP$8}$$3bPQ}uZ}KYkh94Eu z;IKUAPgoEk=Wp$+PRrpbl#HCfQQiEJ3ShtXun;`;^rSu0gHQjMe}nk>u@JXVrHZ!M z-Cmp#m;)0A5^1l#??)N7u8=t(o&5TJtQhpo%iG{C4H68jn(gnwHQZCcwR&mE1?agK z?oB=tR1sVGNo@J@YsxeXDtIvo!OhR3sLxjhuDEh8GfA$f6I%V?((#jdEIF?_H5o2dJ3s?M# zymhwS0qjOWT+U|HE2P0zkdwfqtME}qgPQ$yBr(7HyNnO?^LQ`>;?vQVU~ZA(uMejj z)AZwPV7L=%vFApbKC{6HiZeT{LdpG`aVmT>g4yc{;kPr4)XHZ>cb1CYwHv@p7)%?p_B)_sR{1ey$_zP%}ieNcckwDS_VCR@PkNF>OD$}-S;re4i5gS$V2*S|A@ z=-s)Cb*9ht;L!(gkW0Fhf!sQ4POIzFYxd&) zD>tMf#r(|4dWSYP*AIfYcK{k`!$;4RP3Xig4&(W=wd33O_~x)k1bsjk2dG{cJ6Xy_ z!$Vc#$3@sRKI=3~iC-+`_!@Vs_*hRz~S^DK)L zDS-6I1C0AuBId*S*=RP$t3dFeK(NW31@upL;92c zx;dQ>D09u&9MrE9r$Hw}%_(X$wpU088>>pcbgH69l{b44h_M9S7Uu#krVPbJu*&LQ zQp^+5)D+bc#Xuy_=GE1z1RzwFeK?pan-ULQqQc|?bB;ohoixm-R!QiWT zoM>kXblqsyb66|tRc!-3R`hRGHadFLZd#g*)ym4X8?$O=z{a>xz?m;)o+jjU6AEB< zZUd^SVU5b#LE?g6d_pUp;D1xCN&8t8ai$&zUF-(Z*gQeBs?_4$F%-iX9+y&xs-jV0 za$aF!xS$B-aQB$R(0wHoAB;02W>C@)MK#J7sdk|6wq%ieEghQ~Eo5K05|SrPo8mB4 zsDXAh3Z~S>P*alv#y4m)TUX*UZv30?^snBOuL{mAVWWOL1@>dBq@*5t1a0i^ z(K-K~A_Iigs5GhW1BHqCW$|B&fZoTAm3GUmmRpl4>rSP%94*nzxF4b-c!u(`Mw%di zYGm?Y*Ppi;v>SSXB%rWDzzdD0;lD|lKR*}BN-Wtd*b7^rku&; zn5?&pG(XE!?CXwfw~|w_b60ltIv7ivAGyETd>MBc*n6}|ud{*@h4 zhBERs?rRM8|M1%Z^dh9w7z!HfPf1a{0ZZ&96>s*%wduCNom^_jy>LO!$_0w$RJ`sF zNWsA$$n?LVES=Dp;E3Wljt;YB?1m=d;Vz+MXGe#Uk}50&No#X@AA*YVO%X|W135110{TQQJ+O*w6bSP<^sL6G zXI$xBlnExQ(dnMb&`%W5)?|w;K9i0@Zpb+gCEcRNat0j{k8^y#4o^?`W}t>b&pyrZ z*o<43kg~y{%f^Mh;wkHqyVvg3mL9f)^k6?J2M0*5nk?2q6r0WW zw==Vo22=;<`oo=l-iAj_vQiiqH6v{^60!NRo{bGNm5v4U8hdI*Ay<|Y7!ww(%OGh< zzrs?jx`TIXY?BSnbQ#Azy%6iwsp3yfT$>c=)f+mEkVV9{cjV`>NorthWz;Ti{*%*p z@Wq|rJ4p9QegFQV{PynkbRTWbT}0^LZ;C3l1(;EqbaVL?0`5!vqBKD_OU_#<6IH*B zAJCYyL)J-~L5>WQcyv`Aiw}3M>rCPv3K#`lob4l-!@p!Xt^5>z^gNzQsi1|X6v3X5 z3>z}~j4ry_q9$Hs-5_=xe|EUeYpYdbL36k^7DwSz8r$69#5(om+=XI0jVkq5f}U6L zj}4$eke0Qd*WmJF*xtmlUQb2Vr`I_i$CKjuJ|{)I-2;NxOOHIz;u-Wb3_gyX9j<|> z5^}^b6a2BBEwH_tF*4rV>n?$NWwcF*g!HOEB5z2N$)lm65%}8VxO`1U#9PZ`Z|%6u zuyd;I?{rM_o)?(vw#3$a+^6Sr>OI<`^L)F@p)K>$cw(-8ue(5xXTr+Vix=T}?YTUt zzkE(|5useFsbbT7s+n=>?*DfL-eO!?_3kD^*oQyd#pd@5z!YV8$gIQY;k-#k=*(uc zn7tTH*R4pw4TJS@PVHYa_8_fJSAE(Tua_RZZkGCp#VZpn6Zw9uOegQXKMw@d zA!R<=^qF3Lr||+}_jzNcuHbp^8e{K6Goefud%^WCR0yC{9neK}DjjOfb81nOaSk6djl13UP0JsPgLUfIr7f=Ub!={4G*qNCNUDzM#P2zdy(~vHx>2>=#H&LLI+0Ae-cL7fJ?dmfQqYmThb?sH zF3R6tG9eG#Jf0M9;9Cj)os6+D{o1@T#SQxwzl1kkcuvID%erig(=ce&vJ2-(Ml0li z7Zw+xdc|DHTQJuj`F&bOgV}kk*Plpo-K!{va^2}pFZ^AN$8kPMYicGd@or*V1(AnG zQuthu(Y&SQuL-_5>mf0j?lrKS$#z#NGG@&;v6<4`VE^U0v$k$~?$lA{7g^PkPQ0`I zxoc}*16J*t&zmIaoa=JE#Sn6(O=gQVr^ z180*XA>VFhgQe*TYM+fcOw_aWq=o+h*SGl3WPK2cQ^UILRZH}@kI;&czC>2o-+y3a zxb&zfURTFrtYq~ICsaT2L=-E)Z^ z)l#pcH|w0GMhgn$c{&Ie){{(R<6lhs#)Hwu(ONQN0!2kdLrv~%6LCrcI@e8m!L}cV zQfyOST^?-`?a2A#BWk9q__bv0Hqc1C=dARKD>{kUluXZC8;H)NaOYw8GLqll6&&N~_MQ zibQ;)#@=vdBe%*Yk$j+eCpbn@*+073xL2~PdlnhZO}yKK#FIWJoL`Jx-o?=*f1k^6 zsg89mv68jVi0m+482LCxsVjY!2+!{1gZ=#CQR5cZgp-eRJnvRC`d)7p)2R%iPEPLF zs|7uq*y(2!#C5>0UvIhjoS@sc5p?)$S72}^*Pgscm0?Qf9`YaMHL0(VG5(L9p7P$5 zfm-sv3v>knYJqReYbu{7F&rKDjlSoXMyqn@urn)5!w#HQ;gzLMW(s=XyddS`WU|ZS zb*ARC!vrxO`sk5dB*ND#ZDesjHwv5252El(H6=fV6XmJ&n6Msq)kD0$=aUV?aX8jS z@L28!MlpuqGsM^L`?wGk-^~_(M6%X`#m>C<ZsAYi4uWHT`vbh+m-%h~CYf%z zh13P*fQN#j0qLww5cO~Tf-OV}LP94DO4f_CWsNqGR+LIsW+CLSF`Iqg3_8qJi`Zf{ zYx8!Po&7r0qC}<9Y*Ko0dd|dZ^aERxL%4tf57UC*yjK#kGlsf{*!F=k;=WqZHD9FWMY_UnPW!nIGQo;hi5+=U$#8emP zXG;As(Pfa-zKLv_e$P-t#+b$<5>C;r#%27Bt+~4G@s}AsEN_;2we%r5OAXQjPCxW< zzktfm1)`COc&cND<)(1kHQ*3LwGGXT*M6lFqFCBIrXgb+mKWp6yZBc(KoWB#4Qrn58l!DGz> zUjARu5aXc$=_zxmg% z@5jbIk>r|Ci0Nau94$*AX-T7)YIKcx8}>Y*yG0@At;6`wm#mjl$431ZGZdC;wJTx_ zmk28)zSiqYl8FYJKz7^Og2ppehA$6so6q0~0j02KtIv(r_J3`0`QJMt=$kbUxyJ%( zOe)u?`iN`SU@^h82Q%INp;gXLweNiaMOnU@MJZhKypoG3NTe^kTAZ_Ah7x2nZ5pY= z=!>qzs{C6{CVfH?blDn0J;i(%Z902DTeo8cnn5Q5)}Ya`LP1;jcx& zNwY1G_`Vdbo(BWXq}NuHlpe<$bklkiXvHHHPC-e}Zw38Z;QMIBl)gYC;BHZ9~!Q;Y`q{uc=tS zyVSU_gg7$tXnqeBP2yX{aE*^ER_!@+ex6%{Zc(aMw{h+B)2qg)n^mLIAER{_0xZT6oPQwGK(39rE70Sjb60L- zQ_CXY#w3()5Xyyr9U2`e+xLceogWQR&hOvH7%5cHiD$eJ_#kbh@FzV$f&R*fwj*}o ziTPw^*@#w+s<&2?h=ZeJuJ>D6Ne&HpS7XzjwK%%PPqrpfmmd#}cPf4fqh`^XeC%ch z?TyD6kCtda*0vY-`k=;&6cj4YMoJmb4y@=(HEZd+`6va3^#@(jK#fyPVdtSrBb0IMH$Bo34 zMqo8a3TLEb179fsGEe~J;8@fj0oV;P*t~x8yOm>w6u*tRI60vRm1<>{>u(G%t^??P zT-@$>5Z?~*m6~ryr^>_`Ng=1n9|%L^FLFS5{$L(DJa}b93f@xO3~qKrnCyK|J>8qy zz>9v*>b|tR5zSGoD&c*^xN3~_=y-Ex#%K-b?yRQQ`waLWJvfvx7Wv)b4bBKvsyD{g zRpIcO^)C}@J&@Gk4fS%6Gym|sV}!|70GLLC@&ac~&O zdco4R`m~%Tq{w7_?qycwN;fHQzXrT^UQu$4DKtW)F@ci(F{JzV zi7Mdy~0J;H|`VgkDjP2 z4O50K<{azAn5KJ4-gplh2g{EqlHwLsTTH^9L5`<&jM}`{)9ztLGq7nzc<{i4_mvpB^t z!7haHO@t47VS$TmxX-skBk!9-^xMPx>GJbl_SG8DA7Gn7T^qmQM&dp8i zhkds~=YA;nse1kP)^qZTSNMK^a98D3?aCPhtXQ0)o_)rpk#r+uNX$eKH5Zdl1YldB*S3Ie{`XB?gGMLy$^m%MYNxV z6czDeR60;{l6{g8F3?({i8!O437LOzUy!liCT~@mAuj*hZf3&SgG35NF#_W%sIg5C zYnLEjC@zgw{H+_0O?cNjr8;aV+gcSR<*OpyYrAW2hb2O)o0Qu5}E)b#ZlHunYHc zZ>0k)Zax=uXfdek{HA#^^MnQ4Mju2TgD!eN+Rzuxz|cjPTgZo)YhcBwKF7JJk_)w7$Z`HhyQ^tdmlN@3IL zq5b0&|HU}WL_!58KClB(fhVEhnv^u-I6{T zF+|!XYi%OgnW{db{0l)sf%lcAW;r+cR8cb%D@- zQvP3S-9g%A6e6`~+7?~|#Auvm+dW@Zr;1j9zX?&YH9u#UpPh(@cT2>lsOhuDE=q;3 z5;M;j(f zOSm{33l3rweD^WTS9t2bquX z$yBTE{=T@4jThZLY+Yz3Uv`)Vw5ht;2(6IEnyeA3Ls?#0Kzy?C#p}Y1gUw;Koq*7P zD2soWj$onF!wv#ipT6;LWVL_tz2}>2K31LI0JmoNr?D#Gbhocf6Nd7QrVK z{I~YF|4s;*20i~_e`pcTzmUgYa@atQl;#L58ulku^Iu<^6ZRDvaT}NZrw#XCfBawW z1_}E)V2Q#QPpTJ|3EF3ulqhca*BfbWH z&{>Rg_!iijfnwWL8GL3UvE)^p$X{Fi7YP1<2;i&FcXOu2=V2WPH+g2#} zJ!JnaRR5P6{4!CX{Ma1a+>-21YuYXlO~$73afSxB(zFff%mdt7e0H8};BERx8TTJB zDI|7Zlmb-ruFoPmR#^-JaWq;#(!r}tE5QX8mUw#ik_dJS@QfP9|77zDNDAnpF#RG> zO))Pb5lAFhA%vMN#5V0lLjYc9$ZX9x;{}WPs2v{1{YiQKJ$&;UeC1dnWh4dX`Jv)` zskf!ydc9KWwqh|;>ZEOSy~V7#)^9jyPD;p!>CjclN3dpPyXdM+@qdEi;3pEFm!Oua z?Ud18I&K9TY27CCBVC@p9EM zuV-{$6lmPJp&B7$f}b;zDKrhtmQKOl)H->Ps*211KskTd1hyd(-s2z(O!h+BW{co` z)2`jWl==VQ86-%Oy9%-vpa1au|3ntQ6%w{35=wR_oH$G1|9!RJPZUbMj~(=kiZ|GT z?7v>(?{_OH0lihSiL>^fk{o}^E!|#g|9r=<&>oUgNclfttXly7cccI90srrb{ztm| z=Z*hAr2C8Nr^a8i0RER>|1MDejkN!ljQ>fk|Av=;)eZlD$oT&Y=|(DQ2C9}$X~SQ6 zhTot7dl`x0nQ8ke{;Rh@jTpvb!#Cp?x8`64Dpns2J?vNeJH$7)0fWBDT04`o?cDvs zCQl;MdVeMzA~P?DwSBw%oLU>A6V(E_DWhv!b?9E_eoM|4ur?6baYMX@3q6L#jva?C z-l*eB>c}6rz!-Ihbde6`=es5`MLDI%sz*@g! z`k13Od8Cvi4Ch*qAf&vJOoK4xg{8;I9vp*M9TBYYdF5AX0i51y^ z3z=jn)tEBv=YA@^eM0>^v~$lpcz~_?p*&Uxk^%#x>}7gAK%&eu<7}X(Ct;J<@f95} z+B4vb0REw`B7xu&;4UP`483v%@k@q%n&V&0#SHz#|CZ?HA>)q=lam2YyI}BM=cr8< z=j|~mU}s{6BC!_Vx-&tNzzHT!GALu*Vjlx(*Hcj5{k~|}w}b$d8!q~M<6(DujNhAG zDZZDv)eFVT15k(QR}m`%6s+o zcXLcY9>_E*=xbs|9ULeZX)wrIVS~NGR7#`aZ3_#u(Iy{4tezK^cUSvWHqaFj+>qQB z(v@{)t$%$!+Gl=i{bX}wCERSx13|1@O#0(;0=gT>4Kzt-QqfEj+=$KKZEN|MPW>2t z934-6sH67V60aH*xNnf1k8*)%^Ii5sAG&vzf#x8{oZk|xd=J=ZP=oJv%}=*h60^JL zqBW13ZVk8qdSI*iJRXB8g0Sa>TD6<3I@rtHxN618K!8t$O-F94+ls)A=C{LLxPeqp z8FLhGtpWMY_al>no2I+^<*IGV>kK4~=qTUx}kTOBGJK*R-$udd4Lq;^p7`HxF^q#eif*|cP%k5+D z$C5@`Lvn3?Oxm#KF7XoDvAUq;z)6+QHNTN%??u&Nj-at{4&Qs*krsD*UQ1Kf{D@2NN z7qPOw9$xaIyRRo^A@`Me@ndYX|&AYXNcr}O9JZ=a8)pQmS6}mUe?V@-B zh|k1a;A7rx@wdXcVM_(1R5aCCzFU78yU^_JwtMEZV@RB37BE98NHh9T#%)ZJ6#Ikk zbU^O_Q03O>kXFAAD`J$C1SJanBPh*^1P6f37DGI@cD2HmF&f2&E1Ds{aWrJSML*=h z&wKGx!8Etx{;@QmZ7Pqbv~Jxbc^5!dL9|$I(_BIZ=lKkvNQ7X+euj!R&rDot!hHk#kM@hkdB zS<+T-WLnC0wIC-c`IEtVo%>;DYx zz2R_D?A$xn`jPs-F&oJYSP1AsDb|_XJh6oY_abQ)i{&LNFwR43th6}gMZHmlS zh#9H2xpFhYI^u)I+b_d#XE@I|Phg|=(r^CAe03KwJ$}?xD^AgeyE?GJV@+h0M%GLm z|LF!^UthJhTCUp5%FQU(yzC*DS1a3+kM% z(DU;qzL*D7vDG6BUuK9ofAiuIs+C6$AQ#e|02}1WHSpPuxcN*8h)pw(*v(r)r!EFC zq>-2S=$2LnQOuBWts@}(w{&z9Naw7`J$wA`OoNFeB}s|Rfg)gX`-J<7w;=EOU^>{p zm$ezQUVk$BEs^jyt`vXc>UvDkBx0q@Wvccaj?U``w=!C&P3|9GJWOfQo`E|fc;eQf z>aTCmAe2W?u^DFVbD@`mZglg+KIf|6dAi)HbSVK5rT1PFsewR3O#+03`{K9vJ>!gX$JqP) zx_|Z$GaL-aTJO8oTx-r}KJ%HsKE9>95*3Hh)i_<6Gw1FCul1(z%Nu{Q`&S%*FLbYK zFBJScxnIC*|qW*<-PSxM_yLuh)pg4IV{`D#Ofm7-GjJf`ezbpL?nBdi4|G_f2 z$P0KBKe4(J7yi5R_|M-9j|O0#VRw6hzXSeXd?@|AcqKgLO;bGGe;>mBk3n;|fZ2Mb z8PlFV@_#PJf9HRn-vDt9&zzuL$lrzdzxW7VJB85L947v6;M~7cx|asLpo{ft)13cq zlmGspoHD>{l{=Gb|2vQNzrBb5SRR1b9bH+tlSXfmQu3@8JSO||8I)@zw3w;zCR^3`~N=Z_Bif#=*|j>j#puaHeSOS zO8o2d{ikd2-}u7&LBa1YKO;l?6{F`ct&?5ciCVD>Tw1Z`6;BK)DWzxrFTU#UXob&C z=Z0xLQK0P8uFr2-HIN5LWW`U1#0^Q8`1~M&#CPxBB~|b<{Y!-TFK&tdHF|Il_vh{4 z!lw-KUGuq<^KY6i-in~V|J!GJUrYT0%Y;sdDHFy`jD|a0*x=>h$B^isJb%L z9`n_i2Xz-9u6CHz7BT!E9*h2y;3!r}qn~B=asS`0V3x>5po~S;el?+|rrU-8>|@%z zbMh)_{o8F#6(2ECR{a@_5JDIJfMm8Io@*@9nV6Sl6?cj0M)!Rja5 zqj&K$X~}$+f%vFB;!)~W*G9#$QR7y%(U*1mlSe8UK|2Nx#}pEl-$qlWyi07D{b~f{ zQ{9=3zn*%y{F(mv7OOTl&EKv~kSc(S{Gjxu>(n<@ip5^cSedCxikRy?KE8`VNlXdM zqJPoJUx`WprM}dx)?~ldc(g+ou8BREd3(jVWER?CyreF~eOKOpQ@}{;yVx4{%Ia!Q zY<@3LmQ$cxZ6B3|j#*(5Z19SeBOCs z!H+Fxoq-o=A?22>I(07d7_+T%AZ8f;`l#T^IWd;6>`TY{qjJfue~h|?CogrFzo|>} z{W)ws3C~+f`o=tP7QjNy0DnHBN;!w_VdGd=l=1eSo5*gVa8=tr2!_T^_I{@w^k%mB zLh|fabYA(yU*U-X%AlYPJ4YW~5jRhf)CbSszi0myCFPN12J6?@onalljfQSPUm;Ka z*fcCn@U2#7Gg)s{4?s2~yMk$AuE=YT#U>;?2&0pJ(TJTl7%9o`b!!z6dt4~`9Bv8} z^|08AGzIQ1u#U7^a%8R?S8i+h?JEvSEmc){|9-{^dN|Qd6D9fgmOpbo@MKA=;rNp? zRiI(Q7b40h)oXn&`(d16mzb!1053<-?uTkzNr&aKSrTpCUEoLj408MLtJAQvKHsaI zWfff3?s!oA;Jpj&q2HJO77>VGj&#@ z1?qm7Waek}enl7a#!`9eYMdvPHKkg%?`Xj;aOp%KIsNgqKQ}I5XY2X)>?st|UB81b zaNB|A^Q&!%md^(V<6>j;Y&yM1nv8rrbJvrSzTePUrMvVf8#y<|sZX{zKHA{eT{Ye6 zHg<@nd&Hd!fF3&Mt~Jm#+wYc%I1C(r_BKGZ$gd=%mS1$TNawqTF1S-6r|b|wXh=-A zDH|KR?uYppL}T8|ChOg^!<)e!k$B9l)`uEn=15#p;V@YAkVpwrvxFkP^-sRPfmG5b z=zR1F2v^Dn0P4%lsZLZ>P47h|;ytzHd7;b0@RbN5haRm}U;FXm*7OH!A@Ag&UU4uY zR)Dd?a`T?{1-NS;YvWt{A=!;IwdLQ57DVH&&rj+1{WvhGvC%e9%z5_iSOL&P+50Vi za8`xNJ>>aOYD~xpmvYoaP;EWRJAEJ1pryU%%NuyK&TNavhz}GtZNa*L81?QT3s6S8 zn$b&tb0|hhe@oNm`x9WVaTfQ~xsE?6XxaWAc~fD`Rt2Fd_P~tlUJN^|IL&jS$Rn&f zIz=a##hd~`ak*Xr!K1M&E6kY>V|Tm|A4?U{&1x(1j7m-IW|v3RD=5K*OuGWF^Z)Lq zi+rCOq(>We7%?5-i`CBWrmHm)wwS#g4v{F^LxqOL>Ht$(Iv(kz(ug#rd$I$hVl6C! zgj5+ojWY^;O?CY~b5UVOQ}0VVP(%w~`^_gHIWP4w;xki&=qYOXEB%N3iT|q`TY+!4 z$qWi#23wQvgt7T+&w*8(m?p3?3whOc)za)2^u-?Gqh(L9=bSX5dw#rJ_F3x>KxTO} zjmgz5K9bf$KPb32s#I=Tq#x3nQ+42`L0f;%Hw!<14`kXuW^ofKoA=)ncW3RI%X%#D z(CU1p*nXPjl`;p%btC{om|eW*!7Am0d-r)Th!Gzg|LMpBlod(<739MkR9_+dYqLsn zz&k1&LAU|p7L6LiGYGH!>8)~s695DL`5l={C^z=&X)5d#RaOp3H=c+&w|%eCln0I zIO-gS`z|VMXKJGv;0Ly2$gfPI!G*Fu_TAP%nH>s7%x&_+c!f8-8Ef{_9C>8&r5u3mW%A7j*?QTLfq%2wAS{TmL+l5n9m&Yiqo!#MyFg|IS6$ z_aNtT$!pgHuHd62Q4m+#mE~ob)FQO6f1K?WLMB21ObO|}CgX-2)J)K#d%^bR$JO1r zAdW9zxI&E+E(JyDn@W1F`joc;mz^ob+bOH}prjz2UC3z|_nA6{cUacTkvFJ|VK2PJM9HE%6J! zlqSEu8`Gf1x^dkSLxJwDLUUW*jpq2Si+!ml5yGg|hud$1v*+ikgW2m0{V6TKZdU^p zEAxNJN#6iOrY5*8(BWsYLXzhYWJ99s3{BLV3Oy+VIEBWJD1iWDU?%W-jW})t==pQ_3=Gclhb6$5`P4B?2vf_QK|kLa*S$#`%=P{mQT{_v&0wR)qZv zdGe;aW}QxdbTNy5uCXCjbD?zOAz!bP`DoP761_|jMc0xv40yh-|Kc;mK~;%HBCY5> z(dzA=g@J|hi!hS;0$q7IP%`f}NiDb1~x|0~Kp&g&(yhn`I6%5^^R{TdJ^G&(F z1@R%==MJr;yD4l2vjY)=$@d2p_P+UC3;pYaEvhSpu#zLF7vzusnCs>$Lr!8Acgcz; z$65oee_mETF1)35Sl8`4lkZ8Bi8XEj)u#FGO6M@=iN9JtU>uD1^K20mNgq^qCn$%g zwvur)@QL|G$XA*C{hS>0ajgc5x8w!L$arEme$sp;%>gQDP6Zp3-V*85;CM9d8X{Zc zwvm3%HPm^soEx6$tvffC`04IjrM0skk<>SQ$|Zn0;^n&8EzduKh-JA3>z?;RSCgyN z&!T**zJ$esO=Ij7$eSg1H%9)9@x^sAvkYDU;*cz{Gc!t8XMT*daDO?JoAMljYPh8m ztf!+_kvM)ms{J}ZTrM3c(T`sT?m%LlDksR+`_&aSphmj_H>N_b*vDr7Pw*?|EIJ@* zJK-ZXB{5_wq>*!FEwIifHNNiwXqpo~!!J z0$&18h?0`+1?9=5?jCa&9lF9eV5{e{F%Bv7tCJ{Zpo2{7ov_>9HO=B!m}~^8@we@n zAv+A}WTKoA!3nLt_>8>J*^twwdVV!C!D?f<{Ow*KgDdS3I_N~it zUu#R`ZV0rVw7kGIom};q=FRjfRc~4SboX(gOxp+MH11KPe_J{szsRlYU1pFcidphX z^p^o=(Qi!k0UiI5j{h7NXVaJ+G@I-v6vwikO@s3a#m|9eWJjNxI$rT~@_`QDH_~Xf zs39o`%$RnR2q`i>`d(ufvAVkg6b=R#sNEH4Xz=rxkDpCjh^6E*I6A%!&yWq(&6%EX zYHD>~vWKVGb$1a~j6|QeGMLOHM>4^Y@B*ztOEKJSHm{di5k~}3*mxZ|=){y` zcSobpK6?ON*5o5K2XjlTbYu@SZ}KKydbZhH|52)J+03Dp!WnI zDC;-v^hGKHqAQu z9QK3Ql^@_B zRE56CEerE&rr$NwZwffB)#NNCX4TX{GW>fkdTjJh_PBROdhudMo5DmjJ7b!*U3{A9 z<&LNHb{EGc)7@|N$>2@~65yG>O65)7&2i@qL}#&mJ+X|PX-l>aJIT{~t04@EUz>0+ z?c#iRFXyPi$RRpIFgJ#6Mg6Kvx?F_azZD$8=k^yTzHvn-0*Q_nOZMh@7VY$_6}f40 z1i3@P?9Ycb$bQ5@Y>C|#j%p>PyS_0O<+}%SNQ+ja{HmVY@m8XGs~mZY3oN^z&`39< zrcACIK}-gF%&;)`Fevub#(f|kHFv*<2TPd9r1rguNx8hi&4evJ%xa@bSKa@$nC_!^ zS<3I5viF_FJ{op^GkT7|cVbQx<2&P64#!606fdm6fF90!26b{UDt=7b68EmTEWP>4 z=Qz?WVm8DVDY!1eHT$(E5T|@q@Gdse@16 z`Q|dKikrd(80LbYKUj?ko>;<`avaOt4Oo|so6J#S>*VoL&Bl!8WZ}H7Nexn^coM`n z?|(TKO2L1dC6}KB9JSn?ZDbK`^(@g(h;%__XcG9j+xzmFGq-N5tW`eC%6Q@RI|WSq z{4^%PgrzLsxEGN=DS?G{LwGhos*jc1k{VbYsh=coeP0@U(;9N?;fCdtdE$|LJqnCq z`99{wbr{5K!DmiDTHcaaU%qXGYeHG?QfM*{Dq@L1(wYA3SAb7*&a|-AFTV_0D;+fI zDMxBLz(F|<`*JqYeeqEvRT>QNGRK+MLTH0Q##%7F{@oo})|X9J3k4}l_JMl{(U*e_ z;=VjnuVZ?}Ov&L~VaXdSTxriA3bO$H1t@SU=FWX!pl%>I=p~#Fhf8Qf%d5Z`U}^uj z{0U+YnrLX5$#UmK&(zixp)KEhAbl=qed1Re{5UhDe8w}XKIkGk3$l>{9P>{L{3(80 z^O6ySI;Y;;82KfC$GaaEUpk=!OAJr2w_|EtC-p!RPAg_`*YP^|ZO=KU-9JyY;tw8K zOYMbv+_tTEUGu{zDH7K02)CtdV6M?6Kt(q)4127fk|+cu%{xNoT1=l14xm!W5)WRQJoN)u2D+@TV$F>eMwh7)Exe-u8Hce3LOHPl zudp%Hu9Aw(I$625y=OUqw(NTo)LPM6`AGG{i5NG60dG>lW7RmmKL!-fTf(EpNm&0V z{TQ2lg>&bFlNcY-s9!YFyzS}z*u$R-Ei@I?gpDT6`C&y|5lfbBf;?;MMx|y3L)mJU znUKly$$}r}-rbNpUei0T*q>}nX%IHwEsKo~;3)h>utpLxY;JvXA30e( zo_ZsRkt36d1GZVjJuq5-l8xKvd6fO*Txx<8qG8)$8wh$E_NLBwF7>Bx!KL@GYu7CM zgAuZWaasuN#Tvp>^SX;S-6;hv#|3QImeALEqN(t`OUjWl(`7M}%kQET7;RK=2lWtuj5ok6_0C_5}kua5fw7XbCEZECwG1` zi_ZH!WgGJDDes)~<==a){-|hn;!t)C>dDnmqO>Aswoy;3^+#EK z!+~jDAcaeTbnNWo&-lp1s_N>2mhLK%=l-;L!ekG9Dy!Xj9yQl5E9af+%ZyUoomn!Xb+M=WJkN^}nA_|X(o7D7corOi$Zwue zGFSPA&Z1!#8!2nLXuEG%-PeBV)iyby5c)*f+Jzq)^p z%FYNw&U}yjhP&8hQh7xCrN0Ye^5;K zaD%KYl5_NdS}Vmjxi6Xg;j;X`6_F9^Px-VHH&0v<&YHg!crR4Y)e5WBX%xu79w&S{*+rDQJe@prDBkuCIE4 z(*0*ACk36cjJ#%d%S>wD@HULw^1Z4H$R}k04u5#5lARM(yH3QiTSh&5;~bZA+I?E) z8+AkkZEbgKO9PPClIYB*^U!%@5$oDdNsjOX9Ss!dxx) zP;Ai8WXZH8PQ;B|M6FY(G{P;Lc&&x9XzrOw(P$u~@aI_|F7t+LV14FnI%Q?CV#_nm1@2~xq4=pXBp9C6uQQn8Ms~! zSBY^QsMWz1HQM#A0uRO8Zd=dF^D-P?R_kvo-z`PgSl;q0j4BSaZ{nPVjjx&>J468 zl6h@ss1d^Y(yU|7Pmx)_V*ICZ=(>IPe)M8$t+{zK%Wy@?8$?sHcK?%fEh95C!?ZU9 zgy3Xqkx*_R>1_WdP9Q}U?p#kc-;l)})e~((`I7;1*&%MbX9T!sUnN8WIMeER8OiY_ z>VDhTv)B4F7A>1uKJ`(tDX=tonT+PUJg!aYPq%aI5E_M)HHE(kbZB>yoV#>gGz(4f zPR0B3CgmV%r(9ehm|B6MjmaMrG9*Dk*uF&-2`` z{nMHGatk~PjZ%n@EJRA^4wCRGi29`R7}}J&soAnz3!8fGG{1IfdjCIdo%2WMWIB$l zj(7)Z*%9UC8^hOdEnCxQPM>t7jfnGAT;Tn6sg824VGAd!UZ0o|>I5WpsAr58F@q>M zWO2g3_4i_Z+85t~c|Yyv;h>(=#=CnU`tc@dsezPF6^QTXg!(PW@0yZ1yI zGo`nj^)x1y9Y&MrRGAKFCXRZk|0`b8aE?Nn)31+e++W+ygu z>}c9c*vvL1R(Wl-r#CU>GD?<`fOn4Q-iB#Tiv%Rru#=`wDD?yMGREIQ|IOPPPFZo+0rq#*2p1q@L#FLD`{_m%h{7n(LY|+ zvpp2QavI|j_g2Z9ab(?~2ran}F0C~7GvuSVoj9bB2rH!&|u0~c))9wD7N0?qM zRRGsc|Lq5M7V&Bk!K-GvfAOuJ7@feHcl4otml+L;gI8Vqy9)4lRCGraYfr?WJVtPF z-NC}6Dtayalj}yy;VQJ=qRrNJbcwZ}f)iK`zS2O-pjnw3hO6xv&f6Y@$NlnZ<>g5l zkxdpojud{xted_7#WkvmRX5h(-X zT$}erSUxpBuRp0$BiNodYxXSy%n67m-ktrLPj~t2!;w}$lNg}-UYH@QtJJtU9puze zTB4pH;U>(`-j(WxKu3=B*=Wh{ydC8V_er5*xXo#lifpZM?5L1LUI-Xq+uU-=o27G0 zcj$ZQ5|k?L{J_7NQ9W6B$+U8MO8K_5{=Q6;fP`#u3o#ImMgJ{32tL=`%KR~a{ifq= zuZZB)8KwS!!(Tx-{*llO*u*Qz)H>CFtOm4BykGQG(_LP(qwhu=>u>t6!0 zap{Us22Q}#t zryYx|1cPD|Xjs?m6QxIdKjT^Q6DhR9U`f5YoG~7hQ%%fVA95_m;Js zn^pUsP|Ip{mR<+@R*U5Hqj_t#sb=ZXhdv3St|w&TS8uSXY`f)Tl@*$P&iui6dq)i?cH!_jGJV&4eqgG>?%1^Z&IUn4;pO> zID~^5KZ40r28b#5Npooav7B3|nKn?ZO2^z+%e9(XTKKFU1mD9p2LFlo1Q&>uG*dbk{YoJ-~g6)m(7+I7Cgrj;ih7(LKqTOp*1Oi3@ia$L&S!f~X+m?2Hgl zdSJ4mo`o+?co_EqZ_-d-DshpH0y)Xm)W$eDnBC{8h7*^*g(@B{s}Y-nS}Cx+uj_ZE zw51mga&7xDsI*qrip(|jQ&5$i29F&bEnEF+r18ZEMe3SkMtNdUX7WLKe zi>HMN*w8n)ox_Uky8~2=*>w9d7{o{{#l?dIyo5#AZ5<;QG&7*R&h5?hw+CvGhZ!`y znrzT_^`CHW{QV6iSwdxFfs&9{S!=_P^G1bt4Hb7%QkRh=c5fr|G81utys%+Aciy3C z>9uthtVv?GqvYgk+f(K4dKCGOzABX?f~L=|2u_`ilYEnOsyrgvfPBH`(G@(v=m`-O z0X(2lt8_KNO#Ou4!gT+VWfaaHEhkH^Rp+^+L7^fLjNb3;8?dv0jO%KT%U(Tb9E2{= zwO=(n46Ji|qf*#AdDtAR6qLgIXMZt1$iBWxQ1O~_TzQMSV5>(}basLlE)GiQ^wRyS|LK;~YUVjNvn*LbQ42aM-v@ zvOg7%?sJaNnw3e^jhF5WaZ^q&{qc1hNP@zUoPViR2n^4Ytl(Fk51^OH)t5x8oIaOI z{t?zDQ$=me)W*#PZrGwpS)KP${gm!*7h+|DPCdlgnn#~bS>d>gae2PpGMB z~hHg|1N3r-MpO^_pd^``{op>e#Zr{c7b7Ny#VUoAwzdObKjvL5$FdH%A` z6tztQ7eI^&4!@vZAn{25+l!M`HtAj4>2L0FdTa=32`3+Ay_2K$err>Ul%r5-2Kw8d zPg)@xSlic)!H_TnRrc|Kaur}0$#}3e^(&a-{jM-2G1K`Cx9j%d<1`XtS2|6Llc*sz zelG|p1_eQxGJ6}@jlN2x>djLvlK_B81Cu)2qWWH9h}8wt`UMgpjk+Hrp*_hqAYBM# z%RhE@sjg~qY$gfsnW9Y&c{5?$v^S11t|{!Ijve|~zu$^hePDZXW`yGGHEz2Hf6saPNctO7g za8uWzoY#m4&CW&PfJ^2?Rkj2$T&CLIRfsA$EQ%dVc!d%fLNVMMN z3rA2IS`=L9whz7b*H$E&^N_ubTbi$~faH@If?v?;W0b~-$dgy)Ed-uJn}y8sjh#+5 zZl5`c=lk6Sj!g1a6K`(_%zTYKiOH&Gzm*-dyxl&hH1;8aFg7o1uG;Ru)JvTWVh*tk z*!BLR?txr8icR?K@Go8WfOf5|k&b$(oNfQErhC3QNdl*`;o~E|6@9<`ZN~Mqz*Q;6 zxjj{u0(!S=ScRz@bhk|$-+g+A_+gKZc|ZJ{Ih}vJ#3=F9bxaU2T{x#oel3!-j5$}zbVlk!R>dvz3VWZh;aL!ZJ}H5i=Q`zkdHQuSA*XM>t;(9L>_hNg z&F+bP3H6k-qS8ThQZbEBILVSXDuSd8CQ`K*uFHpQxrwx|p#c0IE!UNUD*71b8V_*g zdh5WmE9FpjFF+{;L1@a`7)uSa<71V$PW^DbCOhSWjAho*^Va}0kQ%SAE>`Yy7jT;Z z!WK}?dh>x*UeF#;)H$ItSW-*+0cg7-Uf?IlZdz}P0v%_E?=t!;`_9r1I(nK*9iXOP z)UnnHifa5kZ%R$g5?*YqS)arjYO?GIK!ZxoFdoCMr-70B@Rc3p+~ zKM;t4SsDrzJmpLQFvWall|}YU9|0y$_9Q8AmPHV3D?PC}kDI<#9!n*?x2ZN~dxl%{ zc1IWxUX1U}1W}APO3fL$wC&XRUtnOTYT&G}XZpImfop|BA z3F~QoXqv?wcEoU#N6p*e0Ou$Yz){T7GFx*!^D-*&IZwM!b%91&dB~*O{mZ4p|9sV^ z(&4i6A{g8B_g4#xw4ak$e_mzGV{;UvIKTvp)ta4yXZoq`e{6_>w+ccqV}i8&qklQf zzUOLEeX%2*fQjr=3s3DJCz;_bIOcE}6W8xMn&{wQKt^3QxG?48MsAFvkG<^T_S5Ga zbKml{ws77n7-=9c9{O&>j=vx}npI)XVUbRdG`A_@dE9P5gLI?~u zOF{MBbu7Qr6KB`o!GN5u^`x_C+jzOT>AU{5-9@#E+22wX`D_(VLN+P4bG{3{hu!F4 zJ$I$h3)nn%vn$BD`)QsETQd)wSzl$KvozgOE0U2C48jO-U{h0lzgtVp3rjbRJb5B`rR>9U*J}$ECAoF6!B67;F0sA z5gK_hK|Sw(KfCZu2dLR~nflV$i8f~iXRWhv{hYK$w0IvZsAR}HB0lz0X$c1Zo^_)N4wr*I5{h`i6q%F=^;_x6Hd zDCb?%E6=VxKL3^PkJ4v8)@R98=MJmkT}Y_gx}qCrHa6b}QRjo$=|$_MG;{gw^$){U zQO!H6CKb2dJ|Wv@1;%KzechUCD52AgpQ>U3y}8VDE+$N`C7Lb-p=7_{R16q|->!6Aa%dIj6 z9(QNL)-9V{Lnvp8+2w5&rxjh@qb3&gqs}@jrjM~Z$ytvO391(TO`|*&5=wS|E#*FU z7Q1vB59EPP%s=|+QUngE>x(L)xow!r){Z>aOBV<8ln*3ivN2o%6_=%d66vw_43-)g z_vb*9`S>E#;E+)fyVgjvahHx^T0LA7)H0+zq^Gw8u&crcsn=ud2w%T^+GFBR7_|hk zg5p!V_2Av#7IN`ThjmUdzJ|F!NK5vt z{Q&IPEO_b$mHap!?_hBfC~rHY!qH>8)hrYTKYmEuQv7T$fE=O`{MPFJTR~yDH&HF< zdIg;HM?>E77hNq({K@y7_vOqPLQJ5`5Z5hk@OAGcXi|^!Tw(b=^`svSNiC)9s---T zve%8?d)iwJsL{kj8sH}R#>`1Q7-??TcPU=S9wGGr`n+?CL5yCy{MxXdnwJ0{l=ZYNq4G}lg z6EWitKHPs*^-L$z>zM)7HDAxN`a+5D1&sIxo>088QLZeCLO584!#K~J3A*&1V(=@o z?9*E?$0Y6-X!=OQiKNV1%?N5~Zm^@IW!fIsbJfzP4Jtc-eA^$^*rU&<*F_^QlWK?D znznpkP{NCfBx|1Jkcf3`yGu36BMW7&x^SQmkD`82(W;sOo@R^*uNPtf{%SN5Q4_w0# z|KeXtd&^maV!0-rC+0Qo;?wBqNq51ZJ^QW*tJagsnTHb%arg@;Oen3TW`ByphHtTq zPoTK{lfn`s#R9rvK|?mhK;59}7%_*|Rs#J1f6ZWZ#gf^;E6uMDJ_H;*W?l#4&M&q| ztSiq{|6J9#+Ftw9n#=Iovl#d9qV^OJ?xc+z)E$G0sSPMnIVs!|6))=iDQMC>R|>a} z94LTmreB2w)>|#;%3I2xGUsp6+j%<1RO>Mpj^(+2U!w#Dg$2}R;oiE=)uj6kKYVtE zfpM(RYS1}dacuu!$Hs{QqJeqs4H*)#-@B`zLd^tAhGKz+AjlIpjJ3p<(JNveF7LOiHfbI#)7zL-G-_>3AT-|l$`l33#clTD!D`kXM8$35(Qd~nE2}{ z2T7}cVuD@^8M|NuoYD z7EUa7OBXfKU8|Lbd&YHgVt2=)~7^ zGYaDGc{>ua9sRcc?5`i&7iT&jlTbTpldm%!EIV7wT;v(_sWW~lL7TSwO3ob8v&)ql zbtekd+wtn-Pn78HFO+mslER24Zo_xa_uD`8a4$2Sw{377cC(kZzY-2)UUImKkE~0z zD=&#aac4)HRfw8Z4xRpfz-;=&f(9;cqVyCvD3yf^nd3F?qc_$kax=&L^ONN)vkPjr zrVRAqI!ilmfv_dP(&6N0PB(^1FRJvldNGw|qAS8~=+9u}J;WX;P8q*%2QeZ$aCNS+ zSz7v5CKPIZ13gP!SJV*eg~~2zrZ&%0I9Z{xzcBJG{hk=*5Jm8g)6@Gt@0(F-CFUFA~$eVyRsd{%TB8j5Qwem`XV8OS^ zepuQwGh5uWp7b|Be{!i%M=grOL?8Wv#Bu&f!VRaHo1 zQ!7=fe96=2$YYszwa%b3aT2vw8q)(Z2*MCY?bhIyNyhUi=xo|xDsQ59A|Y$5E2~XF=%1vygT2ZA68;RYk4XL+w_86OzQia?E!PoJ; zl5T~pPmbsg#;Oi;TQdqfX_-XF!Yx{o0@x(=Q=3`NJIw4)uet&q-cV`vDLPyThwfO_ zL0!rAV=d^WAR~alSP3azu9>_5%eZ-y;#_5zlaUdU0DTOdv0r?4^uPc`tDW zLT+K4QhQ4?>x@es@8l*0mLU&;{97ET0?CnTx9Q-4?zv;v6F(F;W)m{og5-O~I!37l zql{ODUKP*BH>qE`(N&U2EGU;mh3M1d>e`iTOpbf5@^LrSZ0QWd$tW7FjOAr`#hS79 zJ-FL)GUYazx@6VLzIt_A`R&b{3i57&OP;m)Q{L=rPM5t_m<|0uWpP$3CNvH!k)t=| zqK+3$btWxfK-1hZ;s@rJsr@%8(~dANebI&Wz9DN%lLFa98&UgWA9q_2^9*vfayR2yw z(JY>Q%|ykut8Uh{A&7(B(6mmJI9)Rlf@+$utaLB2Mw!Ji-U%O&TyC zy^G|evvVcdFXMS>pW>DLExla!kG|YN}@Lh4{{IY zplR-1uIo<|SN!#$=F88%BarDhNUSD`P4ai0?fRDgw7By`>Y-|^T@`+v_z_G#>aPQy zz=4&FKWDn?@*MnN-Vt8xrZ^th(2!h@4U)xHKS`fdrmN3aP3$a9<#hK?_5RW?v6Sdn zr&zmn(}c!!mLz{98?QquCcnA)8j*1eXlB=+@bG@gbm)M&|MW!JtmCN6{uD*tqmOV{ z=;oqICAx9A!Hg~X9i|w4Gu<7& zoF#Yl=-`T4Sm$x+m`qUUVOX|#Ru%Wll*bjhNFj^nO>MZ-9>G836I9tn*S&WNEYa(^Cb_YUb<% ze6-QtCMwse=~QCUzuEQaP5}*-CXrQSF>pd4*k^bVpyN0EcQV^mZWDA^z1koPaA^+0E!znlG_E6WvGl4DM$!d* zZ(}Q)jVtWkL(VJRz*UV3VWi4T?ijmSI4=bXM9y{wJ3uM6nyhW358(rhhs#bieu^iF;!UZd6B-8#2AA3fiSXUqN`hM4|I|y8@}lux?Jx9`Tx+ zU)E(dwGkP>pgXA-Nj5;wneghR9x1>fKgS0VwY*^|hXSUMv031_H6ppXj8bHi&n#ly zFJPgOl~G9q&CC1btK8HIq7Yu{;*ktW2OJaX9eq^?9W2a8UF@m2saoa}^htw1l%-el|x0?O}ZkQ-?>#5*^Y0 zGi<&7$o4P>@Qh8^lV#Qwz5IS~wIbiPfr@_ZPDmKNtk>s9bx!#5z(0Dz^W)1!!^?c5 zeFM#gvj$F&i##xFLFx4f>vqed?vI}GcpGluu6d?)hKqXi>bPX*)@r}01c}2q`nEi7 z;*(|3^f=Cp2MPY+B8Y_KH0t8;_e*K>|Vffp_h+M>?D%}E2U1_o@Nmvi@%FQrt9)zIIz zX5*@tP``8Tt`abgss8J%TnF{2V5HYiohL1k!5|niBP4KVTxzf26<14xztLoNnd^); zx}_tk)(~RgkoawYJXY&l(x`0mWswPg=K7eztQJN#9uAQwvwKmFpCd-ghb4@*Ft=hF z7sisBr3u!+2Mx7C$e{!znmo!FJPJ4bG8YD&$My?t-bsl$H3J=Y< z$h&hv4h$5*oB0@nio0xxy(Lm~kIQ@?yqMK}ki* z_?{~Nm9wXQJFIGOb#HlqFLgpFF%X7ItZ~vcEth;6x<675R-3MJ`oKOaK9$=05GS z7cOuX^Ti!gxdYOTLG)(`M3^=q^W5dD)5tcj4PIkS#_t*QT(=J_F-m=rCgt8|SCUL@ zZ01v8aEp6NQ`a?PK)bS?-MX?|nZ9e^DdBI950|s4vivH8#>~P~3p=Ir)miSzBe!g? zdy-(M07ezJC|=6OfDfpx(=FB)PL@Q|9PY;juI8?!_uhDrq-FRplOK}+=(2iY>$&@fzS?fxNy4yj$n`Pxai1*90q zH^iO~56%cyS$05vj)AJ>e_GiOb<#?|h7DEs+y0Z?Vpj9w@gcch`sgsz->a0I$3982 z50j|!AySj)1{DTp{VY48*klP^KnpoM&sQNM2{Vn+z!&1Zrs<@VWN*>@mrRMJ#-ba1 z%z|du!M`M%%udIYpuIvRFMIUshl8uNc^u4ecRH;eodvl0rW2)Rg_cb(K66s4nH1CY zPz<}v-F&FXLv^6lHn*YO7~T%T*5bQ!7uY(3W?_w?+2!Uw>tn;})hT|vl8;m{ExMw= zq(OvDQ*8l>s{ zd8nvXtUp-3bg)Z`sSYtA5Tss}#fhDpJH=}FnX1xG&Ce{(=B2tKgFbWveA(-|r`!5( zX3NibXXc2bbbWJ_1P_FcT)jYL*SBV^9IJ&oy;{mMh0+u?fEWXFC3n2m8Bh9o1W~*9 z^*02PDUtE@&K1pIsbZlwQX9_>7iX3h?fUBD?&VIL$uk-(-^I;ha{&SzClC%?Nk6Zd z-nu$;{71k0c7n~(yG!{UYLE*J9!nW5y~*!FULTb=A%c2V#@4GnFw0Il={EYEV_xec zjpmk2W6DZjQzhNhw6(L^f8Vj;b{I@g6m=L-6~r#;>@I)t^!zYW=RKJYkTKP2R4#Tm z>@nZd!reZiV{dDlNY{!a$h1P8y)gSM(t(?K%U#JDV;VdQ$u*ty>z&WjhaLemzy0fv zUc2}Fcy{EFhxy~!eAgo;@&Jzf7<`ovjBv$X^{E2S{y*%!Wn7i();_u{un`fFMna?o zrBmtdE~Oi!8?k7R?(RuRcPPyyBqp8GEiq{(=YFPp|Nrakz1REh_2GOwU*>NumC5tm zG2*(eF@_AU-Aq!D#_g_ExnEt8=4pHr%05cgPd2d~Y-gJub9$adIDVrOkcfCnzSd5T zJJ|f(G@Z^@V+6MVN4jSJTNtb4l1(`S07^~>Wr!10ttP8dH}&PujlzCyBrA{I!ei_# zoN{Ar^xEI%7Y=wBW+BVns21rYqiD(HvKELUrd_oYr*bMJy2~EQ5$&XNFw{Nh+B?A> zRnL3S=ISikB=PQ%N#^~%L2^0_SMt@OzB)p7tF^ZWC*|v53~moQBbWta*z283yi^?O z{0Mb}Ntk%~iE@e@zZDJc%ap53kb#DOuWsJEA{f{5`GMZ+j&vez{gk4;$hADCH}tqB!@98e+Gf1XXN&Nfp_K?Md9Kzw(tJ@${&l zcy8+vLH{ZC)NrHXX>ozUD$KRC)^Y2pZr}-J&F1AzVKNo4i2B2Cs4?2|=U02DUs#RH zJfzpkaza(v9HeB3&3XFZIt|O>U)3x5gBjpT+Ip|MxstXv?kuNlJ(b6}WPV96rCicp znhHZ?gkssH*3Ua>LLTRmSF3>2;+08;M^jy_7Qbxm%~>}8btZ}cm`lfK-8dl_ZGs%v z99W%V&nP>1r0$SiO5ovkyc@}4^!kns~}p@PmVxM#DCS-8zpzR&Blp|EaKM$Tv85&!0kY; zcJdO9SGNP{O)EYKEZk}t4bBOb?R@yJ4M~3K%$5)L7yxi}A=|WczkSt%O)qd!0_TYo z*?a>rjirvcRjjPu(N%!?Tc|wMEzJLyN20Y@ZTi-1yE9-|PlM}QFF*I?2gcQVztTa* z5_04@{$e@B^SyB?urZ6^G3B?u2swZ7^~RRz#<=$@UO=nSGWHI-((=!JhXk%)LVUAd zTPQN@f1fPu;0vamchKW7>F_{)yUb)-4j6GUY9+sx zz%PfoIRXdJ3P3oCmK)pJDsepK^;Prl9AE(Jaw^7+6&_4u1 z9GDB`T?$&7a@_4r2rp0HXel-gcgjm)LvMfu9)|-e?#fFWn895*v&YL%3iC*S%KpVRjO$6^Kn*~Pt59}vl>f<+aqGEoZJ zYcjF_YC;R5YuLL+y_8yR{8_7)UB4Tk{;3JrJFlw)8RArHt!RBGP)y^HVYF3H^rFxK z)gzF*3BCt_D_F15C*Z_biYA;3|KS}&evdtCixKP${_{cjuf8ReP5@X4q>=gG`;FjI1!AXAm<4i1 zY+V1FPfPayzv%zEHUFRPsJzrH@bmKd!Y?3d4V>Q&Y%&ay;OCm?-le{-0Km_2k}?5( zgN3ZY!4lb?7hV5X!}pI)R^Hd~ocC8kiFoYQtfp#+=O+9&?$~=2g=D~Ebp4}pD8XR% zkd2;FUi7bd$_TE>PfXt>^i>mz0gmFki8?e^?HG|vR&a?%ai)Dr25PFLR^~HuY2x>}5TT zIn>6C{8bZ_OndmP|0lct&lA>S;mvA35}zn%x6tuKkZ%ho4F`7L1TfL|TSMPkVh;8! z?552`rmAe`zEf2@Z8s=8#+XJk>9UHN+$sGvc-c%7G!}BKtkPU0;cT&fV$d^q3y~I%C15iAqYn_y{eZdAk-?b=yJHl3pp{-GQftFKbBpuHp}4GPsw8o zMR&TMCA_5fdNi1}aJuU4^NshZ5x+na?+8RFbXNtfV2*pZL^1~k6y*%gD?ET5|diJXv_d-r^o_<5@ z)AF?!;r95uk~W{+!^j=L;VKT^2e9{KwcUuV8zvTU6yScyg(a23Qk2G!T-Cc#QJ;e* zI>yTh>DQrf@a99BqDCcS_2t#>F}s1v3%SmuypNQ3y6Iy}9!61ivPh<;;TkO9&BUdD z=Nid72P1mxVS*c>>FtY~PHtii@0rBn>|H3I3A53hyWdeS*>_roEtOE8>Z=$*ZT|(x zv@SOUd((REubmeg^r|R@c&$Fi{V}6#p^2K1h_>8&f#IsaMB6S9Enx8bs%wD&V3$Yk zai8v2C9`2GSaNNy-2ku{rbUwjC5ZSE(?J#Z{A|FU030{m7h2yd-W=oNehdU<;ZM*m zUg*sw{Uhsizi+u=_@%`^wL#R_@amE*k6WSZNZ?H0m?;&%PbIO^f0LgS8MMF3-C{WP>eDW~ z1`$B{?8gq*_ei>tjLr4!u9C$j=N`)~nSc6{l!oLBwH(4yj}0 zw-2uCGm(M*R1&I@+O-F30o1{p5w}+d@zqaOvYAvog@er!#k8d(X`{k31B@lUf4o8D zzrgUT4m327=iU6_&7iOx`Ox<07q$;e+xIWuJThd9tlH90TdOFJ{EycF5K|0+)TA1^ zZB2X2OcK?2=J1_)YHhatT0dR!+6o5ZUEUz?q~QP<^N&lPz`qx05(l^O>dz0tdMWcR zDdfuR#0Oi?M>DMi1bAY(PcdDpW$yT}OebM- z>J00o=ieV>T8Pm$&h#B6wbSoLA6>PZN3*qtBAH}%zkYDbXeTOZdKEs^e3cf`k z0_WLQ%`<{F-<(5xe_-e_ZfyVF8=;(c*a7(1tgm9#IU#=~@ZbT6A-Z4Ub8SfCbC^^$ zcino}P3>Sd@&&J~_r;>lQ;J+g{?(7Gax1IfgA?5{>ey~ho}Xe-nhsDxm?DjQov*r* z!>GlN71q+y)zhizQ0(M81AEFkS@fS4e`dm6F^3h~4>> z6!ePCh_j?jVh=|1JmwmCP9fYA;^pZ}! zW&^8UE0%@IU=#M~KEJ1XY0{dSMu`-w<Eb}gT6?)mgK2$lFqkIP?} z4XCgf(PZ!&q1uy;x`4WPGhlU3F{*|)n&d=8H)xjrgiPl5AvV%sk z{JV)<9xB@(VFQDviM9!(PNV=lHdkeez;x};j>x! z2-{U!PPYPhUH~zldrQJ05*0)D4+o)i$y$FFNKy=@ivp0AIiY3LvIO%#ZYUcn<*UiK z9!y^JNI2lMi@Zz0eq97q%EmENaf!W@qfe_*iW9N=wgl4 z&&#eJzr+KWZ+)}lP>1=N{P#_6`$(c{$*!dyFYW~uJI!Ar{?5pBtLO%wx zlO1w4j*OggHR`<=%>la8X0`wnTuXJXE%nUOG5a4Dx)de+BlGDKYxf689o#|mMKR%S zJy4aj&>60%%U2Kt8~^&2P&_#|Wyt)8#OIJl3@}A==O?T+3Cy_eTx+o6jWesjF4zE~ zq9BXM#a5k4QqG_3xwgYE)+f5#A;mh==tN=?2V7zpYchw+_+-;Qz8%ASvVXv~!?t-8 z_q^e4CAwWo$GAH-aXVne%8SB=GcAi6J~Kd(47u zEIlZO%k$?U6e2-!qRZaqRvL-1g_P+)MwoJAU-SvmO!DmLl55EtWu8dsD*vn^jn;-R z6tj6`D5cAoY)3O`Gnayx+Nf8vXQBI;{vwR6CJ*s|-HIsBAleihvuHwc^bB?~CGTG# z2u=&YW8}>5qebPGUBN^#!(9lkApCj!5{<4T7@ZMcNsMbIhdj)?ld2s#H}_NP>cJ^L87y|-bXw0@byid$lLe>fQZsu3mPjs zww6zCzly;}{q|=IGpRZMX8R5!;VE!4H?BL|`e``WmnTn~%t(wkqF_0pD$2$KLGhJc zGhWuwm{=rh#B$kEiHzJ%n~}KiC9&NFZ&w6>_PZv>X5g&>(V(T1a2nUQ!kJ&uoD!=C zo3$C@r6Y#B8T|t_%8I8wpJHT5_6-tgn-ME)BAMaT$w7a_f4BOmNHH_$q`MW8ZJ9!X ze)Dtz6J|Mw(c%zNCKczG)2^ij^EWr50y$z{nBK2d!j{!b(eTbj60sFBjBbAbh?ZTv z8an*^)hLkf>)jb1yIcxWTm$WDTR3G1MSm(?O~fQvUq;hx!I1e177b$iOY=qc)o~NU zWq%)gN10aj9wN65p#(w+NYFf4>!drhlD^!l`vnA?;%iDYi$4cLU(zYlQm+nPtJM(B zS%nFjw*t;8nl?uyFrLRD?lvKx#(JQuA}Cm)35d@BqEf{6RxN};dLJ#%jVw0m!NBL! zD?2N;E#Rx^nUxj!Jcg~j>B9`3y(y;LeWrFhC3b7IA&%~A%uXvxEkBA9ol;U?(rpnq z<@my+%V-K*?x4z~=00TN`x=zxX)wks1E9ME>bU@d$5*V(E|DdkD8Z;zmocMNebMxo zM!6)0%3UZKQ^P7k2)cCsx2hWaAGH$7?4h&Y|McNb_hY`%3$Iiob6=a6+?6JC6@@|YBXe(vx0z&l?l3Hh*QB%&Jb zk>o+Fx+o3}g35Y*> zD;``NXkzylhYR9jR}*UwqV(HkzLJ^xZ!XhwTy=+_2xL9xO(we-abmOBqwH)ThCL@WISa4`{LQ)as$;8OhU{R6!p_B{T--oNjQW~G@K<86}N>KsCx z#B5T}GvTFf?HuYnyCx%PLJqt)P(OFy$jg_CZHvZC(P!^Je0blx41&<8Tt%-axN4#Q znt)=J$u*b5%>#vewKtuSbhTOy?!wzE$5RWYyW5ST$dfgn%1h_2G3ziO2z4JV%?mto z4@}_qdI@VB5*x2DeXL9y84X#kii^#NIf}N9*yqMbuI+}s&y-%{%w<4QJWy@URBg9h zD3!EZO6i*{a4KKaFr1qmlQ1~U3Q(Ng)@XgCD@@Q7z7({7_iMSCO5|K}(C{E3t0~4*|T)4P@%0h|xh|cQZ1&&7|Od!0?feNtUu46w?v7GuPN;yX*d_Pyuu1PLtYDf!} z7pe8XDzQ2@I`kUz-G7GmR+pye6&wxCUj(YP4WOa#jM5-fm60 z@IFl9c&l)#RrEx-{OGM#EvNoczOG>#)1JK{Yn)^I-J(?xVhJes54xU+XrJkCd>}w_ zv*@P;EPX+{zkA<6jBVUhZmt~7S6>TCF?2gYxoW1)2bF;|7s1@zM7!xa7s;rL3JIg0 zq#{*cfWEo&FKTv1vF?@PK7(czwdjEye`>zZiZrD4-Ud(=0>83+IlEWaE{7?s*$eGvkOs#OTDtp^DYc?gOVf{BXA@BhEH<_BoWsr00bsHUdyh#f`Qs#D`nCWm3 zD@DXF5yzHWWUO0dBOdp{OPkGVQcrnODo;Bv z4keiCs#MGz`BYnZJ0BJ$OEf`)Kal;r#Gr5bibAFaZ?!A3CU%J@93X`1m9E7ZGKm9^ z>8!n%dwOf4na=bbE6SP5-1s1zB-qGMlBDda14V?emP}h3;7GM$YyeynFX# zhYmzM`P3eQe#aZ!sRV{v^>_no1!{b%q?R&4N@o02;$dn!)*}j@nrz%c)JmteN!_AD zDCdEP=!u5K;!Uc|Urj>akM~@&+mFe#dQ_ea@F7ZTM-vJ+Cu=B&>2kh*r9RhqhH=>i z$@3M)uOZa_y6f81Ltum;au6whgQrXaqxN_Q=XDFH@3zf-Nc(37O47N~YBC<91Is3DNVK=O>MJ3t zG;i(wo22UimzSAXo}xXz03AXL5d)}oi1T3?dW0RBEx^M=*L#N1PBSeSJntIOEe-T+ zE5KJl?E6;cd@0#vf$(1*SM-_vPaocDOn_xmyP*E#FM{}giRu6Jzq7HxOY_>LKZH!x z-}&i#>ky@~esT4We^535>B0WhW_>xGQD~zq&QFh!#HCo0@#>N_mw+4eCXBAxRAMD?t?B#azk6Y3$)N8}0^)+1Z|~my(HTn- z-`rbM`lHVDO8uim`KkUiw3y_7+o(Ss;1(nAcQG}4RQ`AeCL^Axx9@eVmo|=fGoG87 zs~@eupi!tw5nZ>d92g?a3K-9VGGwhAGVvlThEhz|ZY@QhIG9TU0Ytuk*xwce2*n8m zZu+hTrRW(g!Gf#kcnR(|q-cfuk0D>5sg z{1;F16~S^(mw7kPWy|od2G+Rsp~S|@7red0sO&`cB7v_35{=;MO+t3-t{7`-@oN9_ z#TknBZhIs2-Qv0M_WNfqfWN+M|7N|sJ083iQlj2`Sir@R0oA<9Bylmop07!k6T-*B zPlKsF-6kCI+26pN5T$R%0HH+WH&;TP{_ZUbdB)T5FyqjM8S>5mNp6z>v*M5qOMIC>Aliol?S1?ge zVOFMyRM?~KiJ?`6fil(pY}u_}vixDgMQp5bOgK-@$tta9n4>q1dlPu6&oORC61hl- z4Wx93(P+LA5929)z^L<5#Phgdvd#tGP_=lL;BqU|wLm0{URXsunx^q;X6NHR)f}3{ z8qcSv2gGIh>Gv(!;-TVis47o~i9?@HJoHI+M3Iu{$-#vX=uN&}!uVIz&tGlMJ>)e# zVbP(lcLm$ob;8})W#Q?y%M7~G1c*E4xS?^RfRc-Sfsz!*evn~(xK-~~V$x~-c-&^| z>{_l?L6SS0ZD0b2i^ldN*iCRZywXGzHm97vzA)L1n{2!w6Vj%b3xA_)lIX9Clxp1cHG1G|UW6@xek--wf9(pKMN)x`>d2%P-@YtFT z*_&!UVi}=gIUN=|*ck4-^D`ES=+5Zm?@alYylQ&meoM3jE?jam4zW0pDOqCEZ#!1H z{cf_(L6U&goDPoH7Y0+-d9i-D%B}{{E4qvTIoV$uQ?@mL(?a?K&b^1L6RL@CW>yCj zhYPh#hV{|Z?cZ?CX(0mnE532y9swXnexH-ps-nzbC(TH7=(%wp_mFGBCU=S5p$>0> z)ard#V_AfYvNTlIxrYbZ50oGlHmdhnyyg^+ojb1M^W=mi6`{teOatsai=wN~;APtx zAXQ!}q2;z{Q3cfZGe{y5NX*~5;R_SdQYKbLWQbU5*V=}HQgi`bMwr8Ot8+8OT$NHl zHq|M60Srp+=7SC}sOH~imi^BrM2OV8sy{n-x_p1FeBG*ujK^?F$Mot0digZp>R~%a zVtLtQPC9rQwk+a741Fx$cy9jCsqm~I zePnV(VzFwR!b%J!B;tm04dBBUosoGX`}vC5eO;}R(a7Wd)q%J~xggg|moB-sk78E# z`MZMe{W6CZhyK@F;=Mw3kB%!XIQghPLp)jZ@_o!&q=KPxVh$f~^o!iF7SRxr*uBOA zH7cM<(Ph-GsRAaszq>R!SE(2<4v`A7Tu!L>8>7_|-8ws`W_Asx;U`OV=YeaJHE%W* zINfZM6F5o~6|$}ml$IKGQks^_n;^=zn;x$YAq6=-e?~NP^Z!lze9!JGWEKj%tg#NU z_cCOv*nb*++T=crF~2@6Lc;oll{}Xjx102YV*A#E4&w)rirGm+iWI59@lQ)J-D~6O ze((6)!`0z=^b@I*m$r*^RIL)qQN7#9urWKlj;Y$iZuj5r>%VtdphWMgP@j=c5#r9; zNI%_VgGYOTzj*i)?DSww+%qMU(*y0LsKIOe>%OkX1Gvw5MT0Gt>JU;g3|>>ogvfl! zXr}e;k;0iT?IEP=duA;|O-%+W%7W7C1G(vx;$cFcLyjbZNw`x(e$*Imd&)Dhj$4#0 zCxvH8uXW~N3sS0=EWgsmi~YN+$ci?uHB2K9kp8BF2gH3`X;C!V-zV!+QUvT!Wm79T zMrl*spd&_4<^!7d`^O6!?Sp{ySxb~>(ygWi(wL~_BuTREMo3$qK#L`-XXO zk5KLSwi`#{^)+iR#;fGD?UYvsv!5>mo%L%#M{GibYx_>3zt`^Jh#rK*C`>d%gaR1mHsQQ z^dDjgp-bLs%;alnRE?bwes-|QZ52uluoQx!A{;|edFAwghN;yncDg!++JXbuvRR|^ zKtGgT>vOkSt;V;_wk`dDDDR9dUEVJ-6B+>ZJ#k2wii^BacS1H3lQzmH0;qeyg**Ow zNOpYK!OUw4_=WosJk=hKzQ<5E2_N2?4&qHUcb1J?yk6mK3TAmx(yt<@{_Z5nvF z!?;pWzXqA+`0hLC7UFMlVXM!f&M~2)e3wc)Fk){dw1Eb(vlq{t%xS?Uo1~=xGhhY* z*xhR9)snjY9p2dIb}&JF1n9S(XB}e-v=F~h+yY%oGe;rfgE3WwbPXz+!&msvb$iY@ zEVJC1T@#X2gxAl^02#Y_1>^4EpgAI+7N?DG)doh*b1oWGW+p|Wcoo02?yne(zc~2< zFYf!|g3>sXq&W~On_d0U!BGLK6~b|-W#Zy%fZhvesZ>Ba2x<_PJs%8zB2LaPLrjPN zJcE5OFgA9O8Xgd-J1okR*l3emrUE3c|*)bm|ana8OXzyf|i=yX+eo%K@eN+D6YNBzX#yX;a3IOV1 z+)mqF3%UH}#9BCFrB9HV27Y?BAb5#o_bLuNG0WEhKuXm>nmUCY?{C)jfA&Ft{#${4 zZ0OZzJWCUERPAF?mHN>+swRrx&Rh)J%ET2?1a#nf>ZJx@nE^%;k!#4swQ}UxATAwD?1UquJzgS0_rt$=WWKEDGAbd!N9Hko z?sA(t?V55sG?@IDdjhBbW&Z?ZAhFM^BH$i2jD0MB^R5dqcvs2iahA172sj)_fxAp7 zUzSs5KB%BlaHQ;Lp-E_j+576+UgtJ^X@w%S4Tv(|AjI!eM~zH0(88m;!+yLfC8cHymEzjcQ8YS zifN?qu_pV)V`;(>rw;wUeS<;-h~n9Vlb1eE4ZLgl=9)@0R@#~B;q^)TThM)%n-P%| zq9LnPq*J`xB0)K-3!vZ=vSih^i~iHOtdddPVNc~>RT7>6;XJ3qNqz#4i^O_WoP_Oi z?_=19{My0XLF0w0igO~)lGO>PN|HrDWVr%CpjS_7Dp0U-(zowl!<7h%KB=qwQ)QCR zXd@1_EPU+wGG*#ReGqCsAWy!E#$J8@0d}7p?sL5T>AT|}!@#GWhkY@`&HM#S-t#ig zCj`;!Z-tv68c7$Bf@Gxo6x}E^NKgfYnl)jMf7ha9-8!Pfs97hNwfeTAAQMCcBLVSj zzaV6=I&&S|_l*?RAt7qXI`MRa!V@@4;om&s^$&VWoPJ;QQBVr7`7GwIlam zP)AhdYxQIjsd6i*nbUtA9HGN^Z))hf)|Q(wJEuJ`4O+MJJX`~HVe-O5HL?HvF7Fkx zU$fr?IUUbFCUAPl$RzSn0J8$A#KdiE2s~QGE!3Zj`b?z+q2J-nbsqO4x!`0DDiB>o zQ-}sbH~^*SL4Fv8F`K+B5)d0QkIa1&HYhYsf%KQoxHl;p=sLt+zh)7SW-NFZJs^Q{ zccBFIP3Yjg3N(f}i{lN%Y8`W4Azhzt;g$Cx1JZi=q4EY(h3v4~_=D@k9n^&WZFGJ& zmkln6_{f+0w7=ZKW9kGXHgfw0==K&hH2$_LmZBCEi|`QK8nj0*lhaiTws?{}1m}Fe zKJ~&H!aPmyCD*2wR3f`k_m}BJgtJoH%nY9I2NGg7TIftLUOPLl-YR*+$f9RX^vig| z>FrZ75x@~qLeL9LztVn=i3NGOT5`}ARAP(Zg5=GjKK9LR39hZGhP?!Y%HKO6yl-KGM_{`AH!H* zsmaRilEC0oVLFkT>wQ;in6qZ^8WTo(f*s#cUTzC6Rh=W#U_2+)5- zX>+`*d@OvbrTf(;Hh-|Nme19I*lUQ<7-8j}r(GKN!cT9y2-Lq)2Z5D5t`Vi|nLVmKMv z(In#MXb>~?#?hV~Z<(X|qOcK>uf%f7=TD7#jl~{lT@2Md(bH!Kn+Q%VG}5P+_*+HJ z`DYb5H3=vg9CYGTw2=#(awu;!AGZ2JC8^S(w<%iKJpPofFspm~S~pN>niZMt+9nc! z(o*KbZ-JnF$?BBx*E}N*P_fJ=AIDm-{bgzOdkB9|!~t=Qs|IhkD-g^^YEO)OQr`k4 zRs)3|)W@gW#BZX?nZ5w(Vs*claG37Ve~-KPqSAQ!&b zb!06n0mOw`QGv9@BZgNx!Ip}FI#m&#O8=d;=k+u1WEZ+{+xNVjDhjPG6YY$V(I`Dj z=5FPswF8w4;?c~Fq7H(2L+j0jEcRlJKm21{P<+&yd5P&>Kg_>?LQuFxc+YVenJzNJa z#IQIq&DUstvHfjh0c(1Hv}DmsA$0(*kZz=ZY}Wlz4(J1Ssb!O*K;sF@p!kaLG%DIv zyqC%~OxZvh&^7xw`P4SD-%NYP{WLLxQIkO{F)WZ+DJ0;`cHfz1@7102{x}h?-|EuG z*MRN^;XC4>V~V}i=jJfy3>shU>Sd}z1m|O?ZXeLw^o;6LfbxD04$Q0#)N3NQ@tZ{h z58mXd;X)VmUG`Y3QsGHCQseH(OGdK2Z>aT%=b zY09#w!e*ujiNh;p#TOJ>QB3kCtI>+(p>E*Z2w0r`-Lq;OzG76=IRq8Es?F<|9%;T=vy(78< z!U?qQ#s(C7z)G+G7S93hR3XLsB2}S5kN6mfJsII2qu$C9mX~@q5AU83YHRU{aFm@C z?s7S;;;vC-X(0k`tWt=0GE7ZxQ#)<*;ropYdT_b!S1Ao~J++)Eo)}b?!vdZOC{lsC zah}?J+u@AI3-w;9Ku34IqlWiYFrvW&Gt=tBuZkpCZFgo` zzd+=CPyEHf%XPJD=mSQ5x!x5E!hc;95GBEDfhPytybB<+i#ndBJTZSk;FTPH&f^g* zb+*<1Y*iscj1h>ZzP!J-2Z?50F?b=@988BxKID+5{0|NbAZpcAqJCMbXe`b2;rhm&2M34oS`#)>ZQ~`m_1tG^~Uqr6OrF0hHLH zT%oxNtUflYMn0e-3XvXy(Tv)mY@5@#tY!&$H08q;UE?7^k#v#K3RD69T+Gv7-v&s< za%m6cII9eHhG%D*SMu#P4_OzKh(r9oUgEn({S<GoUJ#h!Rc&@n)=E1E97wdeb8 zAHS%<>OBPRnz(0&$oker0 zIy~mF2Um3KnTJdkm%k_IS_D7H4FsJ%qe3wDBN8}E!~s^YUjn1}HSR!|*&IK$@EzO? zq^wDZ0m^aGz@>2l90W?Jh@@DZj8-e8?9dAYxAy&oixAX&(0O-nZ9J39xI3Atl5#}v z2nrid52jd59l+Mmj9Gr6R+s&^K!SE0rPErod= zv#|D7Ew8&$|uOp$5j5fQ8Y8M(Wd-;Q7J$Z^lQYl1hlqV3{Oqha{MSyOoc@} zO788Qbl#IA`Z_52$ivqWcW`|7*!V-4=uNh}q1pGdWaFO#eO6`np6Ji$^mfTUETF8b z(VaP5ocFGOwE#9P^Y-mU(RP3(N9Zo2o&qTBhPo#r z2Z@Ft5Z4~oZglhmx*MA4<1M3{sxSuQx6vW*^5yGGx?@=phElMZU##klZ%W}ko8t{K z0Nq_@nF+rwt5-xlk$M-1YwLgxKraw6e@ELvh(SIr=ZwW8Y@s6wVLK0E?r@Bt@s5kK zy_b2pKz|Db&d&pFn>{t%~v2pY%ix_vv zMp2?{OuU2R6lB+DV_UUi~?MniQ*{OtTLR0GSdN0OGnnP&Q8A+IQStR*I zM2MFUnRR9DW%SU3I|s;p|#`^HYdJ; zG~gbBN?+4Tn_#T#4Dm&LeX4~q%aFP#Lj*e!2{(YB(C#FAp&VkDP1_7N{jgOO_cTDwK{`OhDj3p(A7_YH@|}N zj@jbhSKq{|-MfPilhyr<_%z57E%>Rr58??r{DFTk>H>J9#daZ*eoTC%^sy{PHnBx4 z?>`K#grFP{mllf{3Pl&~%k_|>ewExFuaDJE3N@BT!p5)j_8SuH^-xx?{A3PWlaDrQ zQC|j$AA>FG?Ao${2PX$d0jQf&29;|jvDTDNK#tC5wrST##TrI5t-PEEzzgn-VhH|h zVMBY?y@znnc7|aLk@Hi(@pzJ@PfRHp8BXnKNdMVcHGMh<+omq@E)mCqEiUj)_gMX9 zOcX(yn*o~IYCYsU+m?@ZNiuN0@5VcJ*8w;-?-g1b;57?y(vZeQt|cG+nchf`l^8{B zFp5ak+b+hzj~))YYA@!+6BRs}Hxkd|u^veK&N&uJ(XO@iDp3QWwKQg|l&2y8vmNWJ zEXy*2A}J)9!<6y)2k3zvy>py-Z9&<{A{d+(mvpW|>r{zcdSbchlon{!OOOW9iXX*p(aq&C;}{%nc|7(v>=&_@4wN1_6mQ7)zG9V zwC-9J6iO`OE!K7p(!+IZ-!^|XoO^bkH>mziev}0ipo!ejs&-Wd(zgNI-uQ@6Iy$ zp}~&TLF3JEWy-3RtKog znd`O!Kc}nwsI+!+>C`JLefQ2eYTYT)8K|2#LluW9nmkUC##RnpZ_BqjWJr%&D;Y%@ zoQu}u)42RKq@l)u62pW34;WWi`e@T_QZK7?x{ia+ty)W=P$J!eamlN#sn%(`69ffX zEPz1o0?*$DrR9ZFCmhu4a6s{Womt<_GEA!VgO!>`b;rJX&=<#0n$s^c6}vT6yIi7% zI&;xp`o!KmI7&FZDF^l2@a?_KX=f1bH{ZB#hDXBhNnhAYy}Q)2iKr={6+JL{AwQRp zFZO0+*%r(xrb*;>_?l)bcDnov8?q~McQ?12MuAsjG|w zHR=?gxp`^Vu6kT!Bhx)h567qKpz5D2<<=3D3;KMUc}rH(_cAi1QQyls1RLme$Q+@1 z6h{)L0|GSmb*b_ii(&U`^@F))Q5MIu2djwEJi`V%y%YOy3Wt$#y`6J9TPHf!@OBP1 zO9frC5g5wrVC#y2nVI?Q(Hp{gMqz<_xI+G9#1HP_D#^7>pXc|ze|pogn67U+i5OS7 zVg>8N)?d~T z&wH3a|CvzyA&(Hkt9OFQJ zDE>rU`+i)z)wuN2JTdr6aRa9EWxso;0mNBLifUKX{cJK;QoUI7`c|`F{Wp?;O=!0a9v&@5 zbK0)rUKCSu^dH%Na~RQiQ_Yz0-EyKreM_fQ9kn&gg8S1fiaM#tjf7O zNtZD%ZY+`L+Cy2o^ww6h(XCbY49WKn>;X)rfS!rx;-gb351h8bk+-}u)Z(-d{Zct|{NwDtU?_3=5&0z8qt_2)?lwjlD?%fy>;`qxRnxwtdfVl9FQX85Jq4=OcR~FWDD$9=T7S6yk-&jbqs-*t5RJIB zH0}%*c|F}%0`VRDAW;8f^5f$=Y9okr@JHvDZ*zM@8=Z zp6_q7pt6#O=Xs6~XQW#>;@B+d=Nr#o(JDRFwb16c#>vT9Vz<1dr<~K?m8b7wc0S_XVlqnZ|n- zoAfKJ+V86G{%DqkkLWkDhbt`iYQBC#plv&L$F_E-EOc^GtG?PeNxcB(el{0hp{uuJ z(E%C6FIO*HdGgx^?37W}<{r-p0b!z}Q`Gilsv394DXJF)3%Qu_8>!;8j&fO3?*>?R}@Rs&2$6G9z#ZP9ihcf6r)Fop; z)e2z!GZKiq>|jRvI9kWH!JS1fV)Koyt*znr7MdjF8nch_L7f_xy$Jex7a`H^d?Vzy%iY2B*jBpWHuks+t^uP=tBCo^wLK_yYAZ6c!*#l)C2j#rYI z=O2@M`CE?h&RwGJTpCN=JITHp1DIcvy3`;*@m{Jcl2K<;TkhmZ@5mJGUZ(fVHR1{`PHt6k8G7QHQigp zVxJ1HN4DLv)q~>%GFkCGZIG=SEi*0UIh{0DnJS}Kq!}&&uo3CTqY~68)Lt4=`R)S_G&WuohXRrDCQRebUHQZ@c{%v zyvOlH%phkqsD26&+599?s;+{r*48MvTK5%!h#qIJZh-DLo9nzJPQ~YDqqR#()zzs9f-L0GXPF(;G+{`}t7E{A8(N3G9N%1cfW^zaQ$YH6PVwp+% z-3y9KxKnYekp2C6g9G=lym(6)%TO>P;#2iX3_((2GO^#@{kbRBZn`8>LExF;N_>jcK>J9~aZduv3}I7LQg~ z)-L+Vr8gm~XV+4~_9j_@|*Gj#;{Ctb*{awOt z(PuJAJc1zcFtJMK^CiA$7OGCaxMI6kaK!@0tB!86IzULt8Y>FKI>%QN{Jl|Of^^ET zd;5OB;(gbed~@I^jmO5w8ljDbUq7;>C0%wtQGeLVM%)ectye)Rpq09_x+%IdgbSfB zo#5)mNl$Wfb5ZPf^*2H79Q~n+tdm@b(m@hTIggw{lMTz{W2M){6s79<3`5kRv{fCo zxs4JpXXT;#K>8`ov^L}0YMDfeyW1nu;JisrCf$KDA%lCqK8F;Q7E@*}v}VKkj3Ioe z{4*=}V*UivBWeo66`x_ShB4GEjw>6DMkIm#DX1MvA7j zpkDVeOi;WNaKG`zmq2$pU>G__;9thPtMQ9xJ0`UI80nAuLH1q$9o?_5LlY*;qxb7K zN#t*YQ%PIb^C~U%YRg%aribuJVDNH$RjZD_6~%ZiDdNsGUgGBs7T>91G0S}M>3qVd zG$&{E62+t1WEXFPVT-5Iamkdd!6x*}32vY2jvePHz960opIbL}77~EAwt<^mD$ptD zB%c+!-QCkuzNqX~`yo+5Vr)Bnd0Fin3H6svWgZ^n{+@;CvgwbM26tB17z2Zk$+vMj zM+wDdM$wYP6uH^*5g)Pk@V+oJR)Vh9XdNc=;X)=Y{BM~BY!qp0f=W4ZIwWlO^)A#K z)!3}Hp4fTCKb>G>ipE!L49`w-|6#4LmeDzAxF0=luPnS|RZYze3~n8_K}^{?@YG56 zS+`G*_Q*HsS6e|Ta0K_3yTBT&$z%4j?8fdy)iYFW2A5h0ebST|O!_X=U(jXw+FbpN#p^_pX zIn;o3gTyd2zk7y#p1sdG&vSl0?{&R@yw`jF;o95z*1gt!uU?jnS<-Pw4~0{HqY2+S$RN9&cRv%+(sm z^K(GZ9LqxXGZqf}5R)1lr ze9-kTwtl4M9IYR0G$zbVNv0H!&vzkGqDo9=n5DOh8InsW1pry+L+Q8bPi{hy0xc=vpsnR+Q| z0+_UGe6^&t=;003dWmeLEfJeWSS8?|P-{kJK9#d>r`wxZg2}KCd{2echYQmpg6mz{ zQYkRbMN^}%%yW=gs_dI?X5IQCYo{r+_QmJg2?8LEAzfaRD3~+J-t77yN!1`ZaM2#B zVh<*@aXFmUAI~KeNe0NMmnW!2<_ylh_259ceV1jeo$&N@sG^){Yf>AV)m6M*zg*97-$_6F*y48`uBh^d3ee~&w zV+P-%H$8669RPq<2Hz1Ja`B?mc;f<k!1dR8|ZLN^sJS^av{O6k5*ZtUo1T0cxiK zYYjZZSadv!WyELxlg1?&_rnb?VluPStte~FS|y=72XDunW=`>tts43slJs(khP9JO zv=GhmHO0xL64@SZO77vV%HhEx$aGh%ftS&U1j?;_%&xZAA*u0;%bIq_53~UR?>&vR z(`F-dM`Tu~HNnjBi-I+Ye2gZKl%iH=|MWIx_6JfZ?Dq9HlLlLsA};qeDr6+0Snd=`mU zsdg*eQ((kT3g}T!XO9U4?)3pi?tcEO$vZF46vV!vB?}cJVO*R#EnI>CcPMW z+o5XO4l-&F5xnk-*_7m7UCx#J@^@^2$$zyjuPB)8q%bZ#ue)ECO^8uL-#%hkaEXqe zzfI0IiO)IPB!v+J^F^#jtv?Y~7F2m~1UsxtVequ^-V}}9@6OXGq9^e=lF_cTU8?=I z4PAVf0*!gC6|jo}*}0FUpDQrRb`Pibq?Xe9N>cE71?1}*j9qXY!ysT6hz&Fg6zyEb zG6ocwGxeQ4I6WgPfPrdk03;kZ_t9LY~+c<`(tOr|6%6@&@=635)Po3(MkYVt}C+^dl zMq-0bT6KGhV{3VB4|qE&&S9CQ`;f4J3|6C?0iA-`G~kX^Zv0|l+C=T%<+rH}Y*|DI z%YS@mmgE&UcS}y~>+(xBYm3maG?@uZxA0}|KGVhi;?CUBQ^M&UE zbHiZ@ubzb)g0=@Wa>cqimy>E3YS(r>=7J&&#wujJMm8(8guj*c2r$L!j!TAGIpw=2 zuP?er?VI#js5X>)(Un5$Oj52C#!N1-l@+95y;_>f&HaZF5Sxa*w4P2cG%A)Pp1YUL zX2Eh`K*In!>T-O9m)7#i+yDqb8^znqm}3gND0T?U><|}@>pac`%e%u=tGvb@z#)@6 zNBnndj)IhDcQ|7%4S$_OvPEmB?W#q8>xmAkGp2x$lOq)Ew5SvVtaY7BjG8=rmUu4+8|&Q2z_JE=~CR7;(>Z z4}({CBV4l%VIy#`m|^^$T~sH7x3my z@h6T0=4zBKcgC>LE;oEb=XmZrJcS?*6Cc}D8dTc8UgImL8A2P&#-7}NHgPyyA>Si- z__5BKjx;Mfd(^hSZe(+wHZI`_Z?{8&VC%)zW!bx!Vk!}iOBg0_S{)SO>I`}PK#kV%9TZ5ot2puU7*Cw+(wlAIw9*5oHL(Ui1PwUh zZVEUNpy*e&XU$cB1)u=exe@U+*guQg+UDWyA(O{=IxX=9lqto=9VvYkHq1SIsNt`3 zof=Sm4>nlDrGX40+4u_U5zE?+Bv-))1cJJI@;;n=O|cn5B}k!h($|!?t#w-TS|60S zgo%|QI}H70nChpuu5_iyCji*@@)Z;0!8PDh+FE#y7q?z?Y?C!L9W?ZSN7$+tXshPy zlERt?MI;GJ@_j`yQn~|AG|(?TAA})x42!Fwv!0LoWo9;x){#S06xo@XQnW^I%FN}z z3g2eLDE8U;d2Pyc@gUPJWK|E%$^9tJX8q3V${6f8>gShXdt0A2=PKRzbtR8ng zol(y-IU*456ed57<|_~Tq^o!jJUrYSXLHBfn17~zfI#?QVD|>@p}05am;D2jkIoRf zk_ew!qtF-=1yL#j&d(IAlnvZODCnnj3Jkt9sO476-Y*{Xl47FBGje;7tVWKK=0q|wbgM}@cK-kIhF;K%N>iA{0r7|ig z8MOlKav70B|B~LGsO*jpxsO>~yYkgR_OQO!L666u$zAOj3?Zy(w!F!r58P4f@)t$P zIhdeZzPd8TLI#nbe)dm?OF2^7+VI)g8;U>GGD`5GZfte3Ia>F`z9+TBtu~j#*qG~8 z+vk*NOSI)JZ)~s|To2mAk5_2c&pSDLOl{Mpt^^qgi5g=QlUo@)FMp;!G${VI*Qfi{ za3zsRv+*bpP5i?QrYFLDqopKmed z2U0}y9CriNNU@QQjvcAb>*Fu)kX{LVQd!?fZNf;`-z#BU%PDxN@SoJhnA7opQdb60 z*Aq+KSPXTY8_Ze$q%NsuIke!3h3PR2EltuY70Wubl7DC9(^Ri|i>cNVlBYHVcQQ!5 zC5>yDIWp4T_D2&4mr?PiY4lJ|sdY7APN?n`9$-xY1MDt;S=7>F?_wv4-OUAzp~HgM zzj;7@KW9M;>BSw^z5?`*JSKQ&qqn@-mg3Dp2NSzJ_RUirc)bTtVq?L>d{=PS7f*dR z#RC!z*Wjv^6<47zMT#AK@NVC}9TNz%Oc`uFHmwSTd7#&$!2H!>>o2@!DU3j*w>cz1 zramwZ8BnW@aq++#23d(1ugoQXpTv)`EZcle&-tqMP8aG&+QUvHm-Sv-Nh0Qa{c+9= zZ-4}}SH$eDG71Iw9uNmWr$5}8dlD{vKkcO4GkPwYDRKzrs z2xaMuuSV90mhHe25y!Hg;WY1)w3TT72ipPfpsnECv^o5*a{0Nt`#sgMs0bjYlm{lZmZsTkd|-W@sG5)Y>z56tC?U1jmdLfIZ+^> z^|Vt}93yfFV|=49&U#gpeN(Q7lF6(S*x&-iKzz{Uh{!m&B>c$*UlD4Y<=3qsBCTnA zfJBqbqPQnYy~YdC3e3R-U*3B2e5q|O)h*Q3;+_>`;zts*Po+EmdBVDZ-^F$8$wJB1|~;t8F+)RDP)R)Rziz3 z!Gx*%0-sER&HZ;8Wmbr94pEJ#6Aw-#@X!-WYpy~c?#srw-*S)117T#~(4*_ruK@1c z_3`{lv$pBY?lSH+QsNsPU2+*%&n+Rn77 zSV6saUOA2Nb{%HO-~F_oUV~+c*X~EmmX9ELxdm*W`j>pz5MxMU@Nvzx@0g6Q4+x(e z^uM@!CUGvdcX8_(<-J_+eK)&9xzHJWyYU;qA$f0|LwpyJug7Lrx8G1^;Tpd`+(JW6 z;oXZKB7YyEq?#>fVS%hM(G*6lP+2(hl;%HueIUMUYqwMh?@)ZDrAR26rX zA&{N%$6@bfaJP~~1AUm5PzU52ged=uwM*4zR8eLZgsm(2R=3RCCO(l%;b8=3;>AR7 zsK!_fyt&(|XoI2FWvv1^52~-{xm;+=a_{PtTiyeOu*C(mA4!q5W5OL%q5KBLYh}U zjk`Aga-E9|I@B!e_Xh?*L`;EV1gaJGM?-%e8$rz2!6-u{+&Ga$VU@<`xV+C*V;l7| z2R|-MwL}x3O3vFbMB3&FG5o*4O^JT zXptU0cRBWQ-&rF{an9k6Go%{Xm&=%Zm)wC71nnq3(aD=hi6=RKC5!g<`N3O)p>{)0 zT~>!7Zhxd?b+Xlp6gIBQ@TR$|j?~(vd{1dqO6G`E8yvUgTN_~An%SGC9rPzYRjX^9 zh9?+*M@){~?S9y}^*-pR5M8+i+_3OFoE$dXf#R#>f;_;5Xi`3B_o8<%uCwD6UXU2lF8FXBALEcUULyx_Yu+NoBAPJ@z7O{qTv@cU zxvM;yY#c_i7FJ@#=b1LQK&r`_iZP!{Xgj$7d)uu_8;^8~$*PEl`dc}hCLsnUTeC~1 z9zkl0DA5qP2J5AwzMn9teimMk!bDWA@g#j0zt%+2^4p<&t!KdduW{m^GnQ6VM6}F% zcE;GGH#F_F>TKL%M0;)KZ)QdNxuQ@k^B|&EB?jlqU*^)*;72=?&LJCr^23Ko$h>!+$Ad3Z z`d-B<=&`{vNbp${FZo}jiw1R1TRCI7jVo!*LOCg4yVd|aSHQNi8X#39H~3N8 zvzMNXoShXMY5Uq3zG7R2EVM{=aNaWOSlCiV>nAr8v^3sw8hv6Q7j5G|MtTb)l;^Oj1 zK47n+IJln3P5?WLjFptPb;IQ>C^7!*5$l?VLUEM)6bH3eGUGezG z*s^vZ-? zvX3xP5*mh|&66l4qm(l#>{XHU{`g=It6=#-bYac-0p==t!%pP(Y}kJPZ2n_Kf~@x+*HkAJ`)tZBA)svTa*U1p>FcQymo;doGbh|k zV&|*!-2P{eBJs>_qmXTW=Pe$KzFD5m3RR3ZNe3`-*_Dp#edgvqpSz#1$FH~?L~U?~ zieBICsohwYXoyb*Y3p9i?RiXm7|e7MQ)4E@#9gs*UKQ%c zr2rgld}eDQ(qQ&8{(2+`V@k`&bi|S{RVyRw;BCBKTbuk2-+LvshBmUl1hKBNL^DB3 ztou+vPiuMqYW*>9cIX}7|9XSlD3hCf-DMRZx2 zs6X7|>otHW!F{&2wu}$gUz^5;1(1J8Z=>Wz~&!7(TsjN3PsE#dB_nA(OBfOQuES!l0)!&$`E;f9Y}5mQCJM0x%4 zw;+=yJ+G`y`)ff3IbfmFvLbEMmeJon8W1Yky;@2!-xX^U<^%((STC%PRT@k@miXzt znZ-Sq;=^?y*s?53OEB)5v;R>7#ZT0J!}`c$rVE{Qsz-1^#kqYfA7~kqt;qgj?%C_b zv>*d12e8N3Wg1CyHH9sAG-u2bVLZiVJ^GDfdC|bik1h2;g|8IV_HEf!+2P&NbqWEc ztP_=*Lxss~&MO0~>gz?%0o3q(#-gMTZ@1^e`bL{UK2o-#s#VeI@x5Gq!96z5#e<{< zhJ;7?m$?>fqzpILaIyjhjDN%HMR(I(r6h7y3n(Oe1i;qC$(Gqa8<=yMn<)MHEF zvWs9zsEjv|%Gamur|>IKFSyg!;AO>IV*66jnx|NvTdU06BH}vm&}g;FoZ5JXsuKQWxzBF!^C*f9u3 zU*ztXm)Dt98oEb&VSvl%`SF2s)^^8T0N~6KvHDg^qpa{2j?Dx6M@ozp&!~kkGg^f0 zdJk$TLxyvl60xa@<;lxAhK)i(K#~R&`l_-&`T$^{{$4AcpD3Zs#;& z7Zq_s(Q+5o`?5Iv>A3wQqX4z=w?f(dc@iqu^qJe*z&?$rlZryBc} zMRLEm@-H3+o|sPi10*A|#DlWMne6(rO(GE3dtx#(!yQ)Me0a%Ou`>z*@wQT1vSlUk=Hw8Lp`aN{>By9K`effjYv zto$(WFaO&@v8(;pfBdFF_~a&c8WsogUtji59!&iQAn|z-Lz4e}=f5EO|Bq;E(Gv7N z#(KD{)cjl#mKwwgKijn-#D$7Z{|3NbIvc1l>gArlcqS0vSQS;GTo{H{Xb9RiI0ME02v#{tH6< z^ELd}e8<1B&=*%gLD&B>^Iwtsf0_Az*~I^QGXF>U@c-qLDWdGB^3Gs>;TFpR>DeNC z34d%#w56C+(Ei|aCU;7}L58iJY4eNXB5mY%eMECHa~0}N?0f`7(pONi01^rzuH0s>4^qI%>22qwtI7u zNUn-MsBc`Dop03>Hh+Zq9+9I#pI$8M}tycEEgSAMg^*zeRtPaIZ3 zwJI5hY^L0>`?%wN>P$$eaPfLQ+8$K`K4$F8=Gn)900H=ZL!`&X%(4kGTeH%C2K#2Z zSl>`?zLTnAG+lblX8sQ>=8s?1O(}U6DVeTs^hBJ6igZ|ub6V_dJ=PUqnNd+TQ^VL- z2C`vasj#bA`Lwd5qv9o|JMIs^=3AIgq+;;MA4?sZHP+!dn|?ff1+%2ED8ZrMAWFH2 zw#-wSWxv-W_DF&|XLc?X&LM$u+_k|?$@-VeW8pQ|YUDTXNikzmf4I{Skx9p;y^Mn? zr>g@t?=@6M&+`R1mdJq#XLO@_;wIvrfIpi|{B$9_lJB_1y-GV{EC9OR=rW5-)#0&(n)6-Poo5l6)@1FiQwjGkOK(lUEm z60Qvif1>tFo8?w;qSD@|t5+|A@m*A?%)ZGxCM zAE{OCsTL+VceW{+KUwvhE8SkoT}~F&L){vWg^4=*5U=D)U41edqvcOVw&K`?*`|KR zL`rCFO9zvyvqF!wyss@W0ABqJ5CJV`cdT0PqWzX~86%^knBg|#_Px#ffJ*!uZ33Ypu10n4nM+5J0ljUDa1GqYnG4BtR|xe?U*I);JG z86y6d=jL8*Lp!o=p<)#7j@1-iA?G4J*3oA!O3oIs-8*Ml-D zO!&4uv8CJ`FB$mc(x!>}L*wCJ5q%ro?~L0IQ<@z$h-=pPrX;%t+Yu%lDqSbGljV~X zf_!QGiVN7YZ^)FItdu$(6t7m-tEj6~_?v zBOub!aY8O~ilOc-KF&OBvVv8(* zmmTl>o|Y-u*kmETBZsLQ=B7$_@_4gqp1^~`$lAT0@0lf^4Hdp@M2+@4;=+CtU98B9t4@<%sf~|` zqQnM3mD6LY`|`x_M%B-JV9QXy^aCwi?mmk-97gl2O|FKWuq$p1KVc@Q46r{NVM#n-%>xE+c1b|iuzSsTz zrsi~+8tv_JCwOLz4CqS}7^(9LvmUEfbO<*26M9aDSZPzV*(T{YlP49;#8nInH!oJKBVr}YFGIP%kJtT{}&+UlArZ*?$sg9V1s$8VQt~_&(G$#uDgKvRI zoe!lsqWIMU-Dp9G$bPVvqm*cfFD(SK8P#$4UDhMxS|_z~NR$gkW4@a(U6Q&#?Z$9E zm-{V*!%}NTex^@?xc76uKnIsZc_({hkb^^MWL!`KwlEEsI@~t+NS*#!$cd?E$Y+L2 zkT!Bbg47zAjp)_jJ1nG_i=>&uO`C0!jT)Te!*<6Oh(wT?KX7A6TRs#PbR`Zv z6k$N|Vhjk-9R;}h9~J2!4(GNn@S~7HSyAlR>qNBH2-{psO?d9yNw>rw>@twO2BQ3l zhpbXcU9k=(GSd3q?|Hu^MWk5L<=(lJ+xjS%Nh|tn;#D=CTAkG6D0xVqMMGxR?MpC; z-Q4%gF2c4XSLiOx!-&3Yhqy^ybsAgB5X2D82us(&$DUMKxw|EyA}afrPKT|TN1yW};_fmoxtP%{_&<2r_Z zNE|-fMfGKbWueai-=s->eZqXrTC)gu66q)g)UirKr0p6~^jN!1U=m@;ua}LsUlCXi zgn<$`+co|*jCLRv{Rs-6F7<|qt-q;x@Pj*Lq7yDB->@xKk!pusf#0P?a+%s{xOmZ( zdm4Rsyg*53{BIw(dgNL#I&h12}s>?(V`&vAW{DJm@B}7T`5PEhq04a zs3UNlJWCVu8kU_me{8@Q(p%5t*kCFrf!H6#IhYnf8ZVo8$sKD?`Yt=1ksZ`D7`?vv z%X_UpA5rUGI3|15Xt&k(I*EM3 zQMacV<{Pi6hfIPUE2vY3VMai`FC;O*i#gp_Sed);R z@$qqUDw>}MJ&V2a3QK*`3f3cXcb>r5z@*HZoZ&x1lWL8-;+;XIfngkFBT;6~Jkz7xs_w)A@tr5?L3Qqas-~G~Y1@+nE-ecDs)=u@9K#F&# zwm`ocl&S5%9A4OJBeHcVGbg7r8+C@{Ct1)=b?|-!1!Kz3eIl+JiJ>1>D5uR6fgi z0Gs2I_&1}?bWj>GH)_QiJz~Jn z{CY0^iid|7$lfwgc^y?_ODTV~5i3@sMLTcG&y72FN1oOm7=o1OE3-iua8Y;psdnl@ z=SAN~sO|rHc78S{p^$O&5g4!gq4t6hjZv$&!E{An&F9%m2B6*~L@e0Pi$4Wg2wF1f zm1|`h2|tli6Ai|^#q^Z@=D{E|@dJv6(o6T9OVBvts@*GdsKe$Gsw%FiNDr;0EWYfPJ5n7U;nG zz?yXL8aX8kvL>01F*i5aCi!HebL$|1%1xi4UsRm-MU_TRzsYXmJ^)i6HD2cP5^tha z;-h`WRhY2hzSjH&yL~GDA8sGMYuX)PqJm+z>sSE-16AS{ivIES_1tR$VN~69)2Rb1 zw%DAMhZL7kxu4lO$nCCO%YL6)fwDOaP?YSPQEZ^D^&&Q3LF6&p)o&)2*$#fm7Zzqy zgr@kEe@{Y7DzzCI0g-?8Ty$oGJxd@g(4K1v3xxSw1mC=m+2EFvPeS6P-t88cd|wO` zXsg{iwT(^*=@t7Lr@&uc3dR$#D3UJdxrH1Zj0yCtNU>lLAVA+3nbAOhpK0`C(<7!> zefKEPgr!9}9iYuQ`))%hHlEY!<4P=>!F^;+3Y)uxie*_ghlz~r{??rFSjF9YROxED zDk{|u_eaXDDgp4%J6%N>zeGAg8fC&UVL*)UL2a@9+D0#2C>45}h?AP0>$gYVQBUEj z5a&t~jC;Jx;YW|7-P)yLOv);XOc9X5tQ`DxW`Vb?LCr^)gAl32ZM`RHyX+BWLk#De zXatRFA>0JviHQ{3ze4WZrCl3MHfJ>>3tLKl{D(Fv^yjuoH~}9 zC9LPTmXE&`#ihCTeAX2d*8UcIvF9%IBApz~GH*Rp>fLo4xn{e@LuoKgo%D(M+Gx4) zY|gXU9`VPs@u#%|rHyde!QAZYYhwX?>X|tc3yD*?TLqwzVr@*8(%A_dkF6QSD8WON z(1M&JFEg_&sGnyB$I9kp=T{W2`= z_93EBk1vk4Mc<{vJ=tLckMm2O&`E^zO8dKwMtZOAHAX%ywUFRDfi6Qu8VJY4vH`UX z`j4GyJNFnE5WglZhQ?}~Wi4K+)f=LA7royvR4v>-mXT&W@yU8zBxiTTaY~Uh}JgFoz;4`4vroN=_?as$pgg&X4}dJq1zA9d@D{pCFobn+kq_capIuk zIoiFEZ6}`7#BBae0*??V}500mV~z0b#U2vetxQ=fBhp|AW=vzp5v>k^WkoRU?((fWonWH zr5%zwHvJ|W8qKSb0k5ze{GzL0v%@x0<}Mq7suQ7(#9=BI#xbV=d&}tT6 zW!WG#!|inSu4R9#t!&!G&`FOpev{Nyf_MW(*Tu0bM=)5 zAEFeOY!a+W5N&IbXT^Vo36S!R?Ee4I9OJ8&zGQuCup;v41wxJ`tsdNgUE5GFIT5+ICL6iW4!?NOE3#7P4SJBr5CwergEn14CKCF0OYwg; zhN(6E-bjhrjPCF#HZG85#9iRix}Vmt*Qdkb{{GIj(!E)|N;G?r-ECcIZRk`}85lfw z(Q@G!zpjE?f?HmmCEsdb(LT8bn(Q8Lrp2OGsHV*4Y-ttK75CU+sBrA3R*{6KyfllH zd6G?j=eKWL`P=#*L2-FcC#!xK9DRdQf6u+oX)>Lr=$VaKgp8-YSUQ1fb~lHW&A=~n zP|f&$;iBamEzVqJRffAKdKQRXv7U=C%OnMTLAPJ2MEnB@2tlq^KFj?aCiz(l3bDlLb9yf22K2?i$RP)+p4aZKE6$fjSAdP_RHkMBv## z@^k9nN<4`$xJjQ6cXnR60o8wbGLla0Qb2D4%h4{sEa^OG0&Q@Zv#dAgB`8mdiN4Dk zEJj7I7%U&N&a#V()Ci~nqu{T=&FOojR$v2tfD+Xnjxz!otZnG}s>y(=gUa|}^d zla&#LIJ+bC8a#P@2Jy>nF(t=q5C`)NiM9af6HjW@e)1e*!nk3Zm7B)#@S#$6SK za{;o4)AF!-w*2X!uJh0okxFT4smW>;)z199uHevwhst5}6Ug=*_OeWyf}wYP3VBc` zExLn8Ch_bvmfj6<0i%U_%#XqOx}4WMUN^2ACvYDvDXMW@NN#+QKsWb{X@J&AMa! zuf%>7XRABPmb*^}RQ5CJTsS6n#_xoaLjWa_Ws-nDRiDfG71ZL!rKrr086%@E4WFQ z4kk27pJ+Fz*tJsl!7hEEA>y>GC@$nN2>J5;Z^8gHEYgkDUqr0fZv{y|#zs@ILQw!m zx76bS7Pak9A=%`N6X;T(3^qb%h_SR_ZsunZVrA6s=kE|CbW13k^@`caoW`U(h{*_5 zzaID509|)+8rFGoii)x5NiQvq$9ZvMFd`A3?F!71H7Wz73TDUArZ=h znY(e1>@ADEvU`pORfn>jWtAIuiuXRu_z|Y6@o=L*loCGJlFt`vfn_(bDX5= zB{)>2Bm4AdyXe6r7(XI)_%$Qv0>`()!q>bwQx_jmTJk`<*T~x^2SqCE3-Kwi^98VS zo_Yk=bMi)MjXnxVuOE_sFh3S6Qn87A_xBPjF`cHv`0?fVL4Y|pM%;B!a4_#t_usFQ zZ9;30FGB}i6U@u+-$Buf(JX@&V*#$5J7H3%&{a3!PO!piP_tfgdN;d|xQzz-idsFH zF>TRWU2B!d=K?pq1A&{`W;h5?AKHCVpi0{0(&

&gQ~wli%wDlZgE)JMZwE6i*Qj z4vyJXeZfpgwC(&s@k}d7uBk`Z3|`^9y!=Y|W`cB{d^`mM!8l@)gK;;Tyoig$bWq5y z4&_(3x20prKFc`la=@>YdGN@i+j9iK*TIO4@yFeR)L@!VUDn6%Z{K>z>fjdr5o7gy zgJ|eK#2CJX2^=P-5jJjqA_KT&U<;M?!iEn;X%J-leB2C*4g&&g1`ZCvDdPgP`;(^u z!@cIWoX?QFu)2m2CL)u20{}Qil$EJO#;eHm4LDfBGs!v+pxpYC5Bt|NZo0Q}LJRG^ zlA{u=bW0axE9}<_3n#ZjPCx!lH@_?uVPr2H>{p>f?lD%GDsmQ$k*vihp@)%2I#Oq$ zUhLJYxWp*IU6oeyRb?-9-6)a#njEdRkoy;nzAF1?kBdw819RGeDx%f)5vM(8-+RPp z%CS&l!knpt-lo-Vgy(CQ!#Q3YN#*L*#^l&W|KxEQCn#}2USL$sE_=ce3Hlk+AB`y6 z?DZ=~&7BrDB1^*tzj$oa8PliTNx2xv-ke)44Nzu?qW`es9ON$v_1s3i%+)G=TMY%R zp&iZA{U)2!!dd$DH4YQiX6})u=+zNgy&6=6d_tugJf3q+2LmX!Ut`~|P{QA|O=Qi_ zaPmk7gQ!E90~za|os{>txmZb1^O%ajORvUNSiJE`Pg|GQ#xCgkUPwefds}xLne%W` zipk3Kh;n_nxL>su2d9@922@PG{;q5poB%d)E#du1A>vy;*$?lIvIy5Ih+XK~SPBb% zX-QO|Z^K`V1DW5rU?)Zc)~`pYIzTrQt5oYF%z}CU5&9FMx$+UQYSQ1u76aNX=QwLO z{foWu-NN)zo}GosvHCRd9%0W$ao*!_LfUkAXfTDKIzVe{lDn}6e8a8P?V`Nt0C~6q zXF4o?pg5h~X0qWK6xE=x|rxm)(f)?KUfV5QH2O*ow#L5H= zX@v%-mEV)MYt8C6z8nBsk5prl$w

JQN42pQ4}c?U@5m%-W+*5tUNJ@C~ldb=NDB zPL@N}sOWEZG)(|)#yjj9&$V`|4adX6Xj|8zzXI) z2#i5+V`QF8W?5&+V!pCZHN-BPTzCo35p~V^?~%cArc{Z`UEeyQSFL9xyFyYZj53u_ z;(5=scvZ5U;?*9cywF{{863X6OHgs82r>9>gxBF`xP85?Zmnbe`p~4v=vk8hMkgyp z`a*GH-3z?;;su%c+sM|08-KBZeGjh<^wQ5vL-i7}7yaE*8ik$Sz{C_d zorQ9rHP>dWsI@7zy&uYy*b&(HVl@kp*g*f!&&3SzBQrkDFjWBEpLW9jGT*IS#QY@%AnjyBD?0S*5Y z^UNZr@jM8DMCE*c=n&AM8q}c9?7B8VyX|eTIMU6eHCP&nhfDMD=PrRW?KrXuu29dL zJxSfk&U&X}gO3{jIzw6vOB8E4T;m2O)VloJT&CfEp9(!~LHnYz{h-zz01o-585jNp zXW2e^c@(1e6>g>FET30sGssy8wXT<$9WP!<-IO|fg(j{m3PQe_MHaqVLA@?HeIDa} z&7e^30%FCMPpb@*Uq1`-Q$IMzIqZk#JR}-qjzd%~^J(be=b>|5SA}l8L#*m=6vwi< zg&kj<(SL&;etm#?4nkG`ksWx4=Q(Mlfhe2zSZ(Dj^bYg#pr~tG@6`NOHS#EVkg`5^ zln9U3Lt^8iKW9pR-n+!H!-uy|I;7(G1WUql*GH=}be-o~T8&29I=Ls0)!cqOV9lK^ zF>N&h0P^!I0C7u8ORL2DtAtjyLwWvVi6^>xf(^GYH+n)f!)@S1c44nv9%;m zo6H-bH~l`l^16POki7QySuG@)Mk6zrW`5qp18TkzhP(QMx?bC!h=ykpDn1SS?HS*{ z&2`zCGt?3t|CK5LT^*>dHJjSqxXB4t6VE-p5h-;@#_0;%kEQBsVMzx*8GFa(Ibn$5qK%X&Os=Z`9|CgAPuK4-*!ir2=fiiZbL>rW!@s z6WjMZH|rmq6$+jy`V+hX=U+p24`;(S&$+(eg!M2*%aGHa=6pnawv`cMsnYM^E<_MG z)Ki`|y6pVr15#f+=gd;qQe~o%=z6pw9223RsY!w7Lg2Ao!O z)J$epN3Yxlcl$2Y_n6gjUB{iAWym)M{6Fgd`aF>)LM2zmZ_wiRd+KeM;5Q|H{3qurLVe-qr1~+OfkgZSdCxm+{6AC_P?W31W)~ z&>nw7j3HJbE&#!%&{&gy+X^SBbadP{K24)2tsP{FjrwpyXh`9$qaxMcpD@7rsph77 zzu#-EdCn3AT$XXBUD&w-BFe_#Q0V9QXN1Dn$F^LZ>RrnyxcpXSUT z5|B|@l5dxo^kq3oXivK)Q~sqksh{6VE%YDcv~MW3O|cJI_3E-Nc2^6k3#&i%wWrD| zM94bUQ$n1u9b;!-@Uq^w#*|Hi{%f6(I-+9&(N%0)hb~5Wtio;T+9+2Ze?F@w#a=v4 zlUjs8{sK~-o-RFxt{Do**EENtrG=NVS5+4$-7kQWh}#tA{SalfTkYUqBHi!GhZ)`U zXROCJ+P8teo1-vdu)G8eSFs#3k999ZloA*eY0N?eN9PBy^`2)$^Y)V={q`|Lz*wIl z)}f8_a0)%_JT_h=b>%Nk5C(*T=ed0KSUrJC(ZK)gP_w5FPm-sBlPg4>JkskTxYP03 zQlFkyuTSMtxh;=y*@>_1rkb#RC8t^B6PgA${otxp(~ z%a@Iy>0+H%lCRzDE~TEd;HwY+DLg2)Q(oMlK7{BlF6(U@uz8S2DU3xS|HsR-eG>{t zu1J`&)P?=L@wbq4_$rQVl|I`N1!xb9BwWFeCHBfJg||RRXF}YQE>$Yqh50)@W}J)ZB0JlX)Dw7BreWyEQip%hnpmre z1+j7xEG>r0`HHPcyN>H1E#{2W>Z8if$%+hEu8Df~`fq!h=m(WA+~ z;vC4cb8`D!*U*Qn(S?cX{l$oj%|)2C^<4jf=z?<}X!FGj_P70LV{!BL3$Rsv5+;xQ z`?W#74MMy1reWfTYeggOQGz#5C@_@=XJlwP#&JQc9B7YT69fsiYi54fTD=z+XBVOZ z?p&a%{oA4YuTd>uf8PY5feLd<@xQ%|`X>$Om(z3NFu#nEfA4+SFEU_j!u~oS|KorC z3;-J`^pm3!MrJwS01Tf%U6X+uC4Wp_C5Q{X`xmbw)u>|-KZ*s^Ba;viy#>|RG`CuN%65BrijRpL8(D^WcY3{?ccWBe_i5#`&4~Qp54Y> z^#8E;o>5J9+uHCWiik87ln0ce2#QFNDkY$zfOL>vf`ZftD7_;hMU)={B)jSo8DqOao?UO`lz1y*jfF% z_MMaHh-h~GvzZOw-&~Kmeq~1O#3lYu(Hq1&l;n9^^ac1QVkk=KQNJt!G6mTgC4qva z8?D4r^c4CxQ<|f>?_ECJ;IMASHRTL>x#9nD%j>VOawb3C=+V7*YKHmGbIRc#|L{0p zojA>T<9bi`?#=(-bN%nW+rRv-gY_8ZxIqRqB;Cs?)Xit*;@IJZX9)h(wvFrLS_n@5 z7l7pdTIzr9-=9}cqh8{|ikluG0=zzy8sBhe->=d+JS6t?x+Ny&JDV$+)w}I+|MShf zGsE;v@J!u<4IxRtpMP~GUelX-`}0Vzit$98;_7WK>Cf5H?!&hkEwtGGdF=k>+x^?U z<~OFFITu~(7cS1jFA!z(P{O5DIq{b`K)cCkeRB=UFBjkPBfuthOl{=Mf8H4X?NfcLh%!CKFHZpix z_McV2fBV#&+G6?!I%6z1m21w9huLJik-n$Awcn1B0h;6rBlW>Wq4-qQzrt=Z&2_w2 z1q>@M%X`d8hf->L@m>K?U50}d z^k2{SzZ}?qF5Ukg-T(G!<^SJj^q=SD-@p1d!6=vGw#Qs_`P64~R^C1NE*asYsfz!+ z6t5QkHRXA3qv7X`|5*P!^tVlC{eeqc3I2%OQEhXS->hHgI8S7$2L0nr8lqvKKuRZ@ z%Cq;`KE(F`w*jqkuqPm>$&q;O``d>j9`^Y&o%4?%QS6W13o(A`mAsOMtd}&{?jauE z5l@rYKP$ifjs4swZ|Tct>G$_G#7C+;P4x$K71r+yn^*hkhnPtD*>sfh5%*b?AX+$_*~; z#2y}ovfqu%x;wVHtmyhPvg2sc5;S^;4A*Jt_|lStx%j!ptew*XWu=w#Y|Glc+VE=Z~{i*$M9rvmXTivz&@g?X9*B>o8V&}!c zE!q}YSQ)2>@JgPiJGHoQl2qcC-Fps$W(hit z&riV`E4fpO%<5gQ_Tzl&WfEBaY)QgXx)ZrVBggU@|B?O{wZc&QLe$uh!M)oc16Dre za|VxO-S>5WDDT&jv3Y^l09~=>f_vN5XDhUF9*1#BId0SEj0%FYDHpfJ% z--y*=uW4^nXKgR9G%AgzMi?oiuP`0%#hp^dyDgG4kYXNYv<+=*eBqFNtUTou-9=fqWT|v`ifR4dqWn*hbUGS2eQf&HXQ z@*WOLt%Yd{9_b1$Mlhi|2)4t}y8PYIak(SORBlygqTtQNuV@u{@2wZg0V!{}fPmit z2hN)>{mRkFFEi-9{QTU8;0%JOe6YvTn{8KUJ=*v*Yv>k5+2fw{@_S=a!((IlhHb& zU?61`?ZFNtwQNfR?g=tp78%18)mBqgCUIq0Z^@` zLJveEn9h5MsPP`1q0>xPcN;BodANId*m2Qo43i0GWKV%M|twQY?riSdERV*_ckypBq>$F@8(%Om!GdNF0%C#dNH?8$%O9j_18KJ zI8Ux@G6xDB#+(92VpuhZ2~oxysD33lK0{8$`bS)&DQQkVz)rg?SyX#6xcvs>ZWaq& zi}=&y3K@TJR(^K6Fi@t;d9rTBtVQBUej0GzL(pHz&}GvEt`pVQ6S}87Z_D-0d~qbd zK9ed%JdX7NRPfDBV0%^Y)_i_SEuD4@ovGaIX|4efcbCGEfX{>5Pt zR1<41xtx44--p2cLVhQZN|0;&y>}()hKa=P2LZ9McT}}V>(IAK8!JqPWj};To$59D z`d?P~Ok^fcrj0c91+IX`&UvmmIkTAeesgh$aAP{_^h>bOY!7z|hx zi4JffrX>S5&C=Ee1@59dPKir+bv$00C@YhfGZz80u@jmcItGnEdZ)zCPV`@_L@8*g zq@EWwyxPQ4_}qDt({O9L8glfM2@8I<{qBOI0krT;4&j-}#0k>N>L%Opojz)G7Z76Q zr3`?xN4?Y=n|Hf|L&q!(AjUV<6TNys4Ta8l(;{_{2rU1gve0dTVdvHdre?;=^)09G z4?(X9DQ&a_?RDa+pKWW7?AT1lpL86C*{G*WyIdDgXO?N3%2)ebcyiR`OzA2$-5WpO z1D{ON66ZRDSH+nJKLQ8o6zYVI)$M1>dun!```(lAprB`?pwMe+5UhLqG7K`({Zv_H z-gu-Q1d@2x{cAlWteAVP0JP<@GaIk6M`zF`iq=+)yCi>wrht1vreFT8$+8 zeAVV*!!i?cg1tF#alX0s36!EN>Cggc<4(N{Dnjl&>)^ZE^-)Za)B2bCXsw%I_(>ZP zBIe+FF%)OxXRH?6bhq}VutL}e!M9rY52AUNOMi=3sKR}h#`pg=?bun}Kqh#ry8KCU z_`!5xVa31cv{GPZ^H_j$AD7s);6QX@$658o7)%N$JUe_ae0V{HiRO~+Zv1X13LRV5cer@8~R8?#WU$xK11LInTl2Bf;k_Q6{-P!6#2l)2%r z%(zVLr7`!=1bV&@Zi7Uo)XQb!jm5BcNM9puIzx<7P072^9eK!@Xu4c%F$5!iQW`99!l!nD}K35a38s35Pa6PdVPFI(jpm7F7uim=bm zb&=<>Hldzk9|Y9*-@{Pg8xu`FYiLJctoxklOKQY7kZkQy`{}P^MK32?O6C4ieAMtV zcV1-p_FGLLE?#w?oTZUcf!0{)vEEo3C{+s_))p1tAgdgT4659I`VT<$&L&-^qMG{; z?xRHlARH??VfN^B0d?K%7SGX?wC{|LS-nd)P4Je%n8{!dld`z#PUezIVLj-0|IT=_ zVf$u&8g?_c(QV=+`|F)Xr$!?3z`!Ci7#XxSsV$G_bVe$C@SdrOpGtyHrU~?5oUQ<5 zW8LA2gje*ZHNL#s4kjD`2e5)K2*66pTU1edSM-!*9xBTo`z}?e^ZrJX$WE7oL#{ep zmo)FVG1o3?spDRTb1XcqH(a8>zxZ>!i3r$7q^Rug4Zte|wM;d}SP^s3X1C-FHRg?Z zDInW@Ud_~V>_GN4Knl`J2{Ze((S%zF*FXs zxv#Iac%`b;Ch#1ac7STs{)2Scbi1-RK&CP!tJ%jAQIR4SGT)W-K3zul{cJpj-Pt&o zNTuMiJO$yhOa9&IGE-(_!x)B%WJ+>HeP8WVW7bNl?(5+FU1D4HY6c4laf`MeC2Cl! z@uUp9Zy{5L1|Ym?E-j@gPP(iKsAE&!PWq`JYbWC7`}}Z*&}0~=Xi|2_s6exh_?=}J z)T%ef>*u&<>rOV+DB=ST=Iehh2Jf&GFjNS&M=G;h7nHIc6S0u}|7H~e#!OAJ4YU24odakw3Z^&yh{DnU>d$0;?KUNRau7#*KMjsqvjh zdV0EV?hMk=lhEHeDY0qxKE_@&Z`00V%g9|<@bT2-o7Q4_dYM;XsP*K!XXJG6{a8-in(-Qq#2+jV4$cWK(Jv5X#h6^;!0$rrb`(j!8W^j+$5{KAQsEQIquepOUymWe zyAD(OHv(stJ!{e%U)&Lwe2`e#xFCsY^$MIw6!{3hrmDO;PEJ%(ToO#%97k89wWBmg zRX3ANt*%Tod)K-xpE4GcIH-W*I=(sDe8lWi3(mj3&@c|gJ|08{H+6mn3`T~Uy>H?V z*77j2 z#`&y^c#gkl@3cV?*U+B5i{Bqq>=vXsDHn8{&HCV5@ z?KY3lsZl|Jexf`$ut{3czLaY_(3Pjm^8%a}Z9ici>=wA5q2&{dds9$0_Cny#Blhcz#-7c#o!6z! ztG3;CdJl{(m5v+WQl||SCmddJ>B)qNg*}X_%9iwRF)AIs6G9`%`R`^m4xee?CS`G$ z4a&j7ct_usvNC0-{T|$GeCuuoe;JwcKgDv}-LQb_ZXt6wBc+9yPsj~B|- zy%M@DScU-k4Jj`_;IE24qi%G#Np6Bv})^_?QnGnCAR;J}!J3~uI=GvR^9Py06Qzm`q!qQ@moGWb?D^^V(K zQ>GPX2KJh}eGl>nV~Jz>C)i;+S%C9kaQNQ-E+1F&FlMd&2gr_Q?K#BHwb3#0LD6@W z8Ovn+csvnfp`zb7Vg3x3m+k30K}%rd@B_v&_DiDa9uvIT*ZazX!ARRWuf<>3s#j(}&gh4#b_(P7b)hD#JR_n5kA*c^pE) z-OEiNed+!VE4xlJp?aO7P4ToF6aAo$kl$?j4Ua_l4^%p~$7M-U){81KHi!tE3BKv^ zRc!Z66^pnH9=Hfv%Ey%5l#UXatEfAYR@Bo4EAx)EZi)C(^?5`sg_QXn-4wrkUpdJd z)%a~kQ7^YqE#$=YH-|-hLNwj`Skts<(fDc|$Bf5vJm;?W4>lNtYrOrDKVDBz3?^qz z&Ph*sP2c~0kA6P3ByoOe-EOW=eKpA@gv{sDBL-8Q$Q~%nm=pJ?{#c?v7Eo?f5jOq; zd)(x4sdX>m#q5tB$+hYn!-LwI0{!(a!-o6kOH692yzu_-gLXzZ-O9}Txi@#dZ9VL- zv~w3Wt}Og`(^B;`C+tcOM%l)V$J?f(HH8-;{$7EcVHv7$snl|`$}?ps++qF^ch|#+ zF0IBG@A+@9<_p}yFPOZ1F}>#L!!wGHu%@coK|fd5G2C*st1>Loc>lq;;NEPO z`Du*GSeZX*YntZUK~D?ZULN*w`WY)lUvC=7irAfuntvxXX6`C#P}l@(*iW@3j#*Qc z=Foa`j69=0y^4KBgg>?@F5qOr1IjhX{`ru#Tpgn9ABgkRq+18xDHG# zXWg=D)JF@c9F&er%uu4UMYNL36J!Yi4y6@2qi2XgFv|7@hBF=ajQaU*ac}U@MqUnf z^4UboTsLOf%Lgg`w2t872Oi@+%aEf0FGAd+5>(7K>GDj4N2aJP9yy2l#eapZ(V>%J ztTz0ST6vB2$w@s>zZu5<0?$C~jfLCDqUH-*;*VfY8Yf;C$T6Ef55lbPY{*$%1Re=y zc+Ye6xp_tH2H8l@`a zsR-QOS+91(t=n=RAuEma=V(o)*R6r5?%ixyB^m*VWiQZvSsf>1MfqgWvnif^4=iSEBM(! zQxdbR>ilx{s_El^rz?I-LsUbE-xC7uZsN%|%L$8AmCc4)H>|4H;xV}NY>&A|z()P> zX9Q%p0v@0`U$6Tq>Kl>^J;amzXd#`bG=}+V=T=xjnO@4hApG>8BWBIx-=3FP2P7d?+v``vu zEv2;sEQ5Q)E}?tdMfS_(0-q7S-?~s@p5g< z{o-%P>P4x^bsfcPlAhz<*KxVuW6Z>MT6QVTe3`};1Eag239^J(xb^Y8$*f%@OgsFf z`te^Vxv(Ni6Swq4j;D=(?}>gl$z$&6o8pfyy4#l0qXkFZunPep3B(DaOg^76=({+*nJDk z{E_kZEu_)&J7mJDMUMRuo{zE#$68-uOG-)sJRDC6Q~DS^44`lwcVKk>xjC#5xn}i13eFGO9RS@?Mz?3^T1Sn0N;?e^t3@>{LdVWOoG>H z3tRciA2JZsduT9&1?Z7N)W}4AaMWh=w1>z~DWF{T80df$kQ*H>eVal_OE}5jX}AZ+ zb!AfP=0`;5GEE$J(tXgb)Q%Qve_-4*FN@%sRf!U-^{3`YkGgIN)ixw`Kg#6iqOq!a zR}o(?sUoHC8%F3?u4)m|1e0h{4>Vy4f}1z;CriA`b5iQSECIC58gY97V(O^HLKA1> z6npDNsoF4aZi!!?z}E7Z71KB8zT5ZB*h>aG1n}pd%%Ak9hD-kLRJX#$KPU`A3I$t7h7Y**$Up(22Uxcw!&FzQ5a=DSE#H;7;Mx_ZpzGfM6Fw4~ft0!1KL$W| zc?dCw`3AT=EGcNK&(Vaolim+D%X0n_ik2p}ehCNgts8x~@+|4U1Nw69ho4O-)LDfi zyq}n|`_U2^-ByS4-Y&+o9(qES3^?r2^{c5!nCy_3o`4()P5$@!x#&qa%(dWMubRkw z9|&qv$)L*PIN%)fo}8Aa>SUr)P-@v%Oj6#T^MssIfhPfj=r>d=k=opHrS7jVZ@YXv z^S&!>_^*w7ioazQCTerv1f&U7pZ?|~ZnKE006mB5XCs=91`rE(?uI8@GQ;`{qgo$& zAv`q>7%7nFl=xIS)!wmx(s~u){!WQn9=g_uB`c1dakEfy=MA;B?YIIA*oy!^0@pGy zSddUF*geQ^J4vp*b*D8cIfIH;B!>KACWlx~=O%1eq(~V9ux_vO$X5lFxnrc_fy-}O z#-Xz9JiF`(~loev2GQZFf zf<7a*)}iW~;aNLItKS9O+$}(76r@lSwMM$KxYKS+nHxoHJb_2Vqu8tPXJ_z!J;vn*uJuVghI84}g)vCWn-O;8Vn~g%UG-`iaZn@7`4Mp=x7^HMt@f6Bjvw@*qU=TZLj!MmgPMsrh}XTb8j2(^mYy9d;(Q zk4R}6H;;)|27b3=L+rmB4!&&yD?7=n0;@nMIQG%js#ot6y<4c+kV`QO#XY==eK&4? z)JaLWPgiJ~{ZRwpDrqW;xijMRin5#mFBa#8N__2-)Fdzhl(VnRpX(`uT6#|2J>Nao zom?^2UpnkGH^wlLLigZCA$cj(eDn}3uxxtvAe{?&{TTre1JPBidMsbYYK=YdYb#0a zn2$4n%2HkJ=5%~_L_=-&YLNDY43ALu3U+kn1EfqN1ySmog8m)WzgH|P$;mfN2Q0A6 zzS#}|5u2g|j02$HQFEME_3(gq58KHQG|(iQAFFJ%!?>GYQxEJ}+jIuHI`Aov0f>VI zkW~ibr$TVF5VTE}LK|FLN1RLgYDeE@Jx;{aFo$#(O}oLI+DM@EA-#1l1;?}|9Cg?# zk=_bkOE}Z(pAimz+tTcNc+($H|G;4@8<43LXuP+cmoo(M4PLHAWx4`hFqQbqHNals zZW$0H@K9*6BS85V%$)tq3f#gZZnw)A5=>~^E5*~6hj3bz?3xy6z3ckJ0WAkP?R#CR z{5Pj|mz_kb^eI_cz+d$BPq8nyd)5v!qna$fG*n!%!$j3oBi%k0AxpH5n)ukgKxtiGGA2Of5R6&gPJX?OhK6*{Y@E^~ae%$|v}ES)mqXtR?9 zciaprelY+{gm+}YjnbDG`^A<6gIvBo#gZshPNOZZ=}`O$A*mHDi!#sV*H+Y#hvM{= z=lX(*abFrMnhRJiNlQNp1@@CN=A%S4#{f3*6fflk`5dowWq0z%ZHb-`Dor{Vq=077 z%>V}<KFb>+i3Em3XHGAoIUe8#nwO zzxBb{++1tMb6YKu>i)Q@B*q#K>L(hS7h@;q41_m-P z;U3Jcoo-V9s&RGMPqRD}{Kz!TR!wTjvF^=lv0sHliExM)EGn>}5XWkjhvp zRNnb@VrhtIxD@#1@si?nbwX%XGfM(t48aAyo%aLcp1?F2iiT0|^C*P;$f$YxiwxID zba2f#tc$dzo7HBE`vPikreRQP>F$0zx7eoa0w$G)+-pW3EkeX~KJIOk%(ul+JCQ>h zrPfa0yJRT&Mx|z7Z0^c*Lv& z?+%eSVaZD)QXlf$G@RIc(@)P~+{r%6D_@K^w9>&kHva3*S+yUyQ~C5)%u(%EBA7b! z9eHa4;GSZCOFw@JV-V%Bn6SF(Ef%-!)fTB9kFLy8i6~c@dU&mK*RwDK>N-26>fWLD z-6@RK*P8b626EI#;Zk+LxL!qIE$4tZ%3^LTQg_kXWr1gW`Pjm;h*({6n)u%#_R0rW z5RSGzhjqr3B(9qPk4*p)MunRDfnOSY7SAJFdNOE%x|^bp>B6qEU$-o*^=E@#_21y- zGeFmw_HXkA-K46lrFyN5+jPfI_AifD+J-Q5@|?VumygKV+nOEzWSev&>!y2;pD^$| zixm@sc6(C3SELkjf-_w>Yk2FTp1}uU@w;o;7AAp~Ek3{cunh<#CAAb0sE`QU_VDvA z7J>JC6=8kQD>%e%Q>Om{S7lkUn6cpkCPQqQCv{Vb0sx6D-K>hCG5)A*8U<1b%5Z_z z5L?JGLjy^cf*GopuEDF{&jpi~I7$8J0ZB47acSaOKL%9Vsrf^Y0x( z*|1?<0aMHIv67nUW>1`=WAFfNhqpqU_wZVdN{uG_+eP=>|Cn`Z>d6%sr__5R^J&j; zKc1YTT|g*0B3DMw2N4WWk9xB}GIPMgn7aOh15$eub-L$WoXdPr<#)S_>wXoA)Xqjs zRl|>I`-$Fq$s@je0*DT<=}bt?xSP8l7(8l;Jb7&gxU*G{3(c$_ChlIFerA6X_hWkK z&oyt>GPG_2wQCH-%u#!f~?i?Mg-WXSmzLozbe%scp9OYz1JM^%&-SGhgAS(C2o zp|IyUc=sAo2+796}~!MrgWPGcN<&HaG(o&%K7utcX5?a3^UO`?b-O2t5I`aSo*>4 zo(P@@U@{kYh6%ljZX7IrURv(jp<|+!g~*+94iS@Y-f3ASVX zA>JB{IAarbA}gA#9Cf;Oal9mJlQ1A!e$SfyzCVs2Fu!wAEkZOUEdt1jJG6H*@gHxg zMCzq)rAndGS0~CK`cNrV40}d)-!}zEp9TCTb;|uLV=zYZ@%rbDk~Ji!4}il8l;R zW|w>kokqtE>fn-6%+Y{G%dks-6ko6dXqhBsnfZjgT8x->d1*B!i!(zbwe0$*?<_C#0i2*T2#qmiY5;u3hWwJ)qml8)@O9Q#)+p zw9qJ4X?x@B{lE8yL(1^+oudMpkNcq?+h~5PH>VJm?Vs)#S-VBblK>@7XSyD8JFL}< zwl=2Sioe=NXcVN~(!pb{`&);qjUAA&Q}?F^CO(`TQ2XGeGISU3A;hwVZ4Ds^gYxp_ z=$!bUs+E+;>v?KrpmdPX0y_kzSzE8%?aSrm0#J_Hhsq|8PXJ~eZX3B2lkaC_KeLWJ zV;p{uWBB5OOu4tOuP>xqBk!4G_iREpLR}j!#PCZQPg1Y^GLAW#m;3hc4vf=vbWVlt zPD5*d>!+a)3yJ~789!!fnL;v_u<*d2+lY`9tbtxF!&a-;+B9aN@X^6p!`gQzb4K&7 zeZz0aeRl2LHp`Y%!1s20`GiJwYG-8OufB4u&b+8NaZd;D%RrDvi?VS0g<1OOLnk-M z%Y$5Zw^a@@Cy#q7)t`l7n^ItW0H&#M`{~gKx>|7OiVgKNJ$F3Dsj{pP-`-{cpPQF| zo8lc65O;Fn+E;h6s{P)?Q;L69HXubO_@*s;1|{pdJeT4I2phpkII znfR;3uPT@Hdk>zkRYWOFsoDH{K3wJCrstF;f8J_?&9bc0qeI}^0kw++!q%)qY+7y^Lil70O6f7f@V^xAKYk{sPNu;JL@?<;DQUuQiUAeLm@y zJ+Q1TBC%60m0_Mycic#3`r+|bnL1^70r~Ic>`Zx8hPo(=sGt*uckhHY@c6f#+4h+| z=TAs-od3!cpjC1Plo2^*L-^hVp)%PIuTb}5mhk%G?@kmx(yQQE-}MXM@wRpkc}~gY za53BQCk9{lUam{9bZgd27PI84#tpVo=z9aLL#HWpI23J_VH+UN9j~d_wy66$HU0#a zPt414yVFNq*Z4qD<9%3aCQRGA{JESnEHP{>njBP4-B$FxNp9&99jdS#6IHw}4v0#b z#BbeYvixZtWc}y0RXPzXIB-r6QQ_TUXh}))X&p zdtDLaIo}}~(X_ry+vdxFJXKf!yBbTt6<-5qqbT(gymrBpi}kTir0QKoZE06;k&Nrm z5)ZfXDPeCfb~wk9Z`Wbh_dwZSZjsm}B34xz+b%mp{s;2t)}HdmKgLe06^{q!NYDOB zU}%13_~aHP$Mxz}eN12L-uNywn@0K3|saI29(jJ@Ufi?g6;h*#2khF^?rd zT7~yQuO+{YnAJ_KWHGpy#j<|;Va0LCa0L?D%k)efYnE8oLj9aP`+CKIKyMNJB|60O z-+73Prlg+LmiZq)b#=JqYOk@+R1E=0=15U{q^nk1f5BI=_@_AopI$R^!2CS?r(CLT zuW}nr0N5jbduKZolqt5g_y}^*r4mGQaq$F;q#b-|CxtDI=q2*hmJYb;z)ApO*D2A2 zYkF<~!|yG*s9?BajNeAw!i6l^7OZ0F(yoG zZLyvS{%b&v?rCo12X8A`h z>XWzxVR($wZnF>1gsCIoK&++p<(0aMO%{5*u+G<$kOl($XRAac(B6})-V@$A0yP@H zzsAWEh1?sr6`TVCwk}^)bw&6P-Ua#$c>|%=4P!77$J%Jz@O%fC*6a9jIqj2iFpqy) zOMuNqK>DPk!{?T009%e>{`{oM-42gCiZ5 zJ4SRA9W+Ig`)^;(x-QDIpR?8T>aa(PUxDK2MA91}fnl6gfagc3U4_>>i9A9dM9<9` z0Ht45%kWp~;FFPie!=@YvWt>u0Zu}S&i$mMiK!>KF6COk?{8?=d(PhJ*9UkvNg@LD zr{~yiLQA%RbOZd4bR(r7n~dqqOz&w)`eq+=S?%Fh_bB0;==-Wi)zr zt-)tv=d-=cUtPN9Bks+tFkTw~_}o+eq|NppS^#UaCS?JjWRNx+;>|~w)F%)!2EDnF zqY7|v^1}LEJ|RAi3Y)YeVi~UvwJsH)P0SFmWr_ZD=_y_AX9{0i&N~qiqwLF^2lN%m zB9=l=#a~jIfJXI8)JsZqZs_qI7RGc|o}KU9Hy%Zi4ojZ9ZOvnl16$>b&>)ie;VePL zO~=p0);~hLn8fN*9*`RBaDCGcS$+hOliu`~XdNVgqFk~R#$!TGE@ul7Zdn~SWJt}p zbrL`|fjZcIo?(C1n-(_4lsR?wihix`>n|UDf^!0zURaFUPw>X8D90b(rxS0zf4=(L z(Mi7ws_vg=3#10VL~mEOtWg=O4OM#=*w=O4ssNj4@8&w+gCZgAWIdJLuN(XW8lzC) zP`+Ogu|Fy*ZACuG`2>HSPW+_F7vz^|0|i4)4-M?~S~uHMLj}Tri4aC=uuaYbP&l7u zHnv}GCprs9S^O?u0t{!0<6pvy8!)Rqz0+Z^FjlbH6nZ%ktyT< zcSLrAhPi4Fdd{}`jBZrz=sII@6rlg}4gU|sXCjWt|LEYYpKqW-Ez2+W24j?!4;f$y_VDlADyJb^3>`uRYWf^SdPe`E>2yUmYWr~nJUH@8gu zGYJ>O8COR{J~O`m$Y^z~W@9u@6<`~dqmVRl^yhSYbR5OVVE9D$NQp7}0ww?EUcei7 zg$wMW7&kE(O5q_1hjuhB0;v;ZRkWXejJY6uQ*KhiD3XP1MZ|@nZ%6W;cINCaJ`gW= z>tZr;+ad4Qv0I}9E^Q~t<1zMuP|Dzoc^QEq!s1V4ofBJayJ7#6+-7o%nF-9?kx+kf z7VKeQqw>m(hdPYQavdsbi(bP29>5@L7qUQEF0dQ(I(n=-vl9Rh1H&0zs#5tLVBbUN zMpZSjVmP!EJ8x3#)XfhfCv7fOe>E-Yl>oph)qTPQT;*wFx!BKXGe?D@p)?Xo4|o5( zUnNK&go1+2#gs*A&ASwJmX8qS%QiD8O(CdQ`tHS8ez&E$)AQristfXg2ppRU&wn0 zaMl{#fNF8@!Q13FV~%Afs}&M0xp1U%ZH5qHho<#9SWXeu_ASt+CNOX$*e$bfpQtju zpCvv@{P??`9XLfB|2Rc$JOar_)60J1`ehE@&V9MggQ4^2Br?P*7fdBV^6i9pv-^PF zIzxO^U9c14@OF1=rv2u9M3zfg@nLc7J#-xg44yb{3mrF*kyw~v+Kr(^PE(4|wc0I) zH4Zv+uUq^pdMYGTxm0e2d^rC%u0EKsWV;&3w{<~2oFcY3HI|~XIhqj+a^I2cc@3T} zvxYTtTsJh(Oo7catqy`0xaB~4x|N1DKtJJXnMo1DX$34u4EMs8s#bLDHTP!8Qh{lq zIew|>5QT4yakn^5TQSOiemPKbWmdSzs4h}<_?|-0*H2%tCzB2c@Tmg5gS*H*Fi7z& zYjBdr!*FpMf7hl>p66*?g$lt=raassd+cn2hEgDRG$1up;EU4I`O7rmPO;nbtvb_A zXBPaftD;Fe?OmbHRR9At_nrzo_`6IU9K7m`x!L=anxNoJLIe6m4v@29#k!XZ&jR#$ zpanTsvd$L8tOj~M?YR8{Eelcott>#ASA2MdHqb?fUQWmlD|r(B$etW?aF}(Op0x4F z;j)z=J;B%EidTgiLiQeE=uPk$)TWTBNIId~6fgKDjm`4#{6*Zbsdf6Dfd9;2PZz<| zm@OAfrNtY#E&}B3=+YK!M4rD*^aIPy;6m%D$x6hJh*A~P%GvU>4EIFijYCQi#P3}Z ze*|MCFPK%?djE*9HOjq9Yr0h`>^Zd9A?TRSw|IOYvvGq~J;{=ajZpa5u-`z`Ufu6YIhUqHF8>SzyzV&XQ z$)zbosXVKF3;Ro-jOz78BIFYlT^Bv<}Mpi%9+A%)%1h=Z%> zxpCjp=H=day|UvB2PhlXVv=|3Dzx1T750Ah+l$QSs6!I~gL(_R6~IKZktkt}ovb9t zlUhUD;N->Ns_|Pc`I+7hQo_&bQ7&YQM*G2F(k@@98J;5DRx&n$@?9O&jbv`_w2<}h zDib;*9Y5s5A~ERG0(c0J4oQ1t>6dlx?g!xOL5kCow+MBe9u8<$llUTcOuC3`FHty4 zvA!nKdUs_bLeg{Lra3$$ug+msjb*Mcis)S;sBB*2(32=?S-&Go!DWYb%1UXEa}Vqm zZLl6B>M9w4(+3&j3Hg44#)O2Q^b~<_L`oUcBHDWzOcUVwp*&#>E;ggS6*JlojL&OzRAQXb}Kte zWR5yDpt5_<)e!&|H8Nx?<^Trqz4KMel1Iy+~Q+)~cC z7~k*a+%rmc8@aq;(mei@qx$(J&if?fnYRn$3d>+15w3t32PjWeSTdB@2WX00H+__+ ziaqWPWitP=()0?dG9~L$i*KsxU?vCXP^bvAU-}G32hT6e9zDw$ZGj5OT8n+t*1t~+ zu)zMv%&=(jYg`$r(Tm{}cd=)nB$TEF2Qp9#)2*{nz4h02YOz!A&jlaU=)1YbzgOkI{fU8IVfT@%=a>JEP{2mdA6~p7=6ma( zeH43-@G1Bh(g}RM-DsyrP|-@&Kk-PHD52$O4k4KWBVNB<6r5(B`FwaOv)8r`IYgAc zn+>o4QY_t3SZ2MT`^Y_)_hg*N8HpDo1)Lr1@u0sGL?m}6$I7SmfU0O3)l3ZjwMTy* z=yoe~22;nE;g1&+(DRR^#y`7RVtM>V^ilH^?Oh*WMsPNcvQUBuR95z>wF;zFklM3D zy9U^c%tC$qcMYiSGXwFOfEfm%oSDzNp{TK@=waDLQ%6`hL&fg_?^EPfqlrzZ!Y%>( ztpeWMS`F?Ix2)3K6t^mMjr^6m)0JP${Boh3npKmalK(u z9zAriPnO+_J9TqI^-;;0V{uw35uu?h<>ECPKprTbrI3Enq#H;OJ1qj!(?O2NmbDop z#!Cy*h;EhY$6tz`95<-w>Q*^~VXu9hW%ZQm!l>|lcttOO-0kq5z zB8{yAv*9}C+c4?Z4|iW<=^LSKqUl~S zHag_mAzfT5T_Xfun%9Nybp@s$eXgKn?Y6DnEkAtl1h|Q(|K`xx1Zr~Dhs7H&%|Z@a zde$nu!#Qy^3xApmVY?h%x6X%pzA5^b$|XTEtXSUj5@CLADm0$;IA59SpShtS82ON5 z(ciuKLw04y@@d`Dg8~01)+rFZ*r8IBvWPh9evQ?@H^z9)`L6T!{hs1!yz;d0 z;N`*6%kT*Ws{kM3O+a5{%@TEg-Imn(%6IO4)vSFCqtM`G8v@^?=X{r-jP_@oASX2i z5(Vb1T`fpqPH=FzzKK^G7aG0z9TUY0a5&j%La`USe%+!zJU>wB^a#k_=feG^=AeCc z<)7{;KGw&}ufJx`k6#*@i8BzGk@RwrcE!#bSKogjZ1>6=V1)~ErtwDs26Z0m+opCin8r4`e-K?V}!1~hjgY%hu%TlxTry`ar*J{;gTQRNYMNBP0uNXpn z8i&rKm1ujArvc-`s0=mML|K3h2r4+~Hv3i_m0SjEl9o_x^M@^)sw2!kAv_rhy$el^ z5H&J+A03+Nz^IT!$Ss2W2M)fl8-+!WgD3Ipr?ksVD&E)VV5nSzEXCmSdAtTSv%#11 zXlSR#xYKLEAQi)T{A7h)Brx^)0Xi0t7FS0FiHnvT8Z6x&KCz0xU1%gE=jDA^+_zEO zlf|puDEi(aKTwXp)~l2SMNPAF1s|B9RsdFx1Xg@!Yko-^5il|(P&)Z?ppwvdIIJ8( z$dIBQ$4dpTj?;&1D?G|mlYtmzwbH+#Y+w9^ybq-=D{5aMdKTB)V;k4k7n-4#JHK~D z-A3;E>Qb}@DTJgfCJxaiqvt-7!OxKBE%9Xl{{W;R??8+=VDR@& z|0v1{p(o;dzt1-Mc|o*~64eIAt3cljE(-xGDd#m-rdRT@;q}``M5m5&36u8cxXO~f zjJGM3ZkV&AqvGv@CBHqLf%mCEMbKu)ZHS~}@1=#P-MnL^6p|Bf9rY2*y*m7$ch*=; zVWmbF6yQT|@4VeEG#zXs#WL>yd^us<&dvTJ@vfmWy_FC{FvwSB}#yo$M&0)NW@I%Ee++HT48*HBwO+4uf` zlznwrRNeaaD~gI(pooeRQqs~QsdRV4V9?ziA_j-zNyN~-IuTFbP zB58Zdx_3MiC1qvTnXz?p=Db>Vl2*It{t4UFLWg#Vi-9{WpU7JZcj@i13aw`K_g*$zeNVO&O`&J#0pX1~go!=agP~1~k&H`PU>!MqqDnt2tId8li-uI;`Ao@JM z-fJtKCiGm8O7`jUt)Q`sih@P+L**Kcqy?=8<>t9o)!gcEftsCx(`K>rB@pqm*d)iM zV7M*@W~l9KT+O+6eY@pVHQDP!7e9s!gknD-97n_CO{d0J4O$eC-}n-4#~vg7TB&VX z^*z11L3`mRGULs(Ep%@x@@7HDwWCenYr`)N+dg~vP^P%K4#})`@A|pb!^T^8$77z@ z8P-ZRxcbsi#bkFSBEP1^Rz5(^CD3WFS>evtr&VeGkK<)0n_@}!f?b+YM2+qpP?OH@ zWmY>M2^DNVcC1MG?d)uJqrP1`k!5W;BZJ(c9y(LIo&B)Y;}V-5gSH`er%eQzf#>e3 zhj+8*=G@hbfly+vO$s_AUy=4olK0wuCJ#S!wKuzDG3L~6)Xhi1SW%5*AA;eh46Lzf z86TZr$a|6_^gAivEl#-X;as^q7Y4Hvtf=Rr$+KSKjD0HwN>d|o22S%i9R|mehF7@@Mtt8@WbcR zWS-NZNse!1y^~Ql9msZJ#N#0uBGKPip9{s3nXh+%MG^Wxx-;Plk#NH9*{tn`^qTrZo2QB<+nL|fa zv0j^A%YNqAYu7A|>V>!Stp_%2az6WRgPyY1PPZn`M=5K0?a2aRf_IPC)0(Fe$0*y3cR<&Nt54}g0pP9RCHrUD?_OX~fk~qD=c8TCk+|mV>-eVUA*nC0 z_`OZhiDZ0TgD&h2Fp7f)^OX*tRBCpWt`Eu)N#D;#+0XYZb{0DM)lek?^in!*!Etc$ z{gLQQ1&)CvFlg#!QvcX#WI1NMgnuNmT?F6B!C^o3j2uD?4x&|e&Rp}iu$Aleml3O` zXr}8La$c`&>_YW(e1nsEZXjd z0eZMz#dFtqG!Dr(=D(~D==W7jyO5n>4K-;B-6TZrY35a)2&mzEe2P8;@;3@T%Z|jB=QJVf++8Au9H4)}nM&qc%BBAs3q?R%%*WyTRSzex)=15V z^xkPw(u#@$N#-tRkTyEO>#!9lC{g2eTRn>542(uJ$)gQ)k@*2@G3{*HCVkk%Ae8hF z0b97uZ`+d}#QP*>P{hEqAE9;2a>k}&dinRh2?J!Wk6IxMa4eWK|e954C@z7*X9UJo)X6Y%1_(@rL0bA$WT~+$M z-zVKi$qYBdOXBAQfSTrEM<>6vH<0R6&uhnBFh3}9E69Z_M5>kz-6uHB*H~k5@Fv(% zHyEMF?J~jR0zzgscHvZp^Nfn$IfcbG>h%|~&O5K%40xyfRtmcd1`Q5lYIL4<%v`oc z%poXBs_SD@r5&H%`|PV*mzmLAD5&e~(1=~(SqHAwS?Nsuu;AS_7t_q`!YbQ6?#Z?H z#%BVBFUB8n!PbWq|x2>T%KjgEtfb&gASf~9$q;&B$A8~3ZpNzOj| z=CcTqpIrE=!G9Slts%_OS28PD!^dlF55;(!npKHRcaDr=6VdTQp6(01*~ns^&Iv$khuuadw6%YeRs8ipg|<)g z6|Wno3a^4V+g{=1r}awh{JV$9Vw@vD66Sc=EPg9XOXCxjGBF0Ejl2WnV&4mapDr~# zAh@tgdw~>*`aXJ;`Uqj^p7R&DCVlYKW`Z*I%HB=H0nd!%L8>UskX^e-MQ)*T|8;kz z;ko$}nL0}Vuy#DpFU*8RvdBn*p z_PJQAQONrzgeGybG&}~kY?dK<2gSaMYeoC#M0XShN|z_ggp)dG&KUW4JXG0Vp^$34 zFwRIgDV?AShg{#DTi>Juoeg*Ml-zeb9Efk1`*fcK0d2(H$)nsQn^1yhEXPg3d_0p$ zd~5TQHSQ+!zO8Gzh$cUsfmc02#ueP>c}MV7eg}7Rb&6rA^c*XQf~*y@!=MxzD~n~x`A%*PQY`fGeKUkA^z==5$}qp<1R^e<(Q z!2(u{GkVw#&dnx-ILBslyET46E^-@C7o4Cxv>WyWxXtG`2-jZXN|I@%&ti{~($!7^c z^#XB&IIL9S8rl4_Gte$4e>My}8gN`7HNVD9Pfo*aZ;nid#0yict_i-Pau1A`shR#X z$SvWtS5!Pcq|>hKwRwG_H&n)KW2%`mEc6`n2-Jjldvq`U?zZ^z5xRCE{5=)lk}DtK zNI6R18TMZE?@f;$w>B8G$`ZWD{ZP~sif1Z)tCEASy8DG}&~r!; zy{;173<(Eu*7ZG_U4R`hvxqvZuU4(>y4O%^z*GW^Fuv<19V6QJ=ojfNL4)Um0F`#( zX;zP=euul7?uLF}j(;>3+89l8#Ky!uXNp+8v1kL#1HAHhs%aG;{X?3!N9cAE*$m3> zccX>5AH32iaCYpTf2L1^93j^$wO+b&&91z3t_Z2nF8}p8gR8z#K>EhscuCh>1)FPY zGZ2WTUjhL*MV0SwuW9;H^d@)?JyAh?StHBaYnoHY8Bq^7W$N_&cs!1iKj4}CRTXmC z^U$8JlhbzPe4Yr_V&K_qT(4uHfX}r8&t_@(j-Gg{6jJ#p$1LMOo;{DnLi(mIEssR8 z(*1s4A7rpE|CyNIwotHpHIP9xx&5>GfTZqWazckRu-AnHu7KKo)x+mxh@FX8@BH4e zCjz~&tpVMgiZm~XpgJP=-Kj15%ReW`+u5AraA*D^AiANFuS2rEFy60qOM8EJn`@YP zuVd>?-too(w9#S8>SIroNK0eX+UxBO7SL_+p!qm^HzhTeUke{TH{AD_hG|cHx}a>&as%`!SE|Of3{^NaUl^whXNpQWP2oOY1dVY) zlO3HLC$y8l(iOnQ;0e_RHHHQYFc|MXV}mqY%E2`Db-7dE{V-pl(Nvx zfpkY6SvFJD-b)^<9=bHNb2)TXS%_}nk#z|Z_hNBb1n4)x`L28e-vM|i3&9ilkA$%W z28cR%gl96O%$BXDN+Nl-m*1N@={QRAP1XKxNXhj=*0}!l2#M{p7vzK8(J|Mj>)M6! z<>u$_XXH9%yP9S^#nZAav1F$|RB)do@i6_6PE%uqKXpQ3=H$_^uFzA6XKdtn?pCq6qU2Ss;xehgryeo!;Fj(yc*#-hA)n1 zvKg%vDtLS5n=j{HA*_mJ(;t{4GDW{U2*UNHk=uR%c!qOji?t>L$c1y5f_DTLfX{iU zyw9%MJmN#osvc_1iDgEaBR`x}d{pBCb&>C)c8^2%bh>_LYADj#mcvTRho<)o@&in! zWvyu3C$)s=)9^dnR3ZC=MH(*;r@^~tvi2uFx=l1XoNLO>?r~*#h~4p;t=+G4f1n|L zL68L;wnP`Yb$qgu=<9Eec3?`aYgg1kG77)Tce#LnrIu0^>n%KFe#DoIu~q@Nk(qLU zU5Ty3X`^LGVGL+dD{mg zqSd*)JpJ&PV%o_=Q{6)JX}&Tp?j6vIR>+D1&y5)mi|?kI3LWIltm*3{%hTHs_80wk zr&5(#`i*Q*->rdf{Lx?{`=IZgnclug$#r~d_RcHc=mEcjeLQ?YbR!$lJSlfc4r>^9 z$fh`L#2TF>=og8?iav4Rx1W{#Ssw9m~G*(tc!d;N?xdpP7pHnmR+(wy@zmMUE= zfdeHBnxQ**%-72>_-k%UJFF2ZrLNe-(H)jQ(R(JkG-MSKl#;P6@RYE>WX zOK4O#FHqs!7%Cj4l#?`_A}HR?7x@^du!4hed&5E zpFwADts7>KTF`Z&XhhJmM@Vu5#jIU0<9YvVSxA0KdjUU)E*ADiNr3aNas=-s9zozC zX_wd#LHlC4U7iMSU`Q2)Sa;ztRIjiFLBzO492%TtKn{1JZ-PdXDny?W0QKUU$f`eQMT?BiYke&_#M9}?p8fmb=n2)~`#pX>fVJ#Qk=-*#pBk z;{Sf*Kph|!fw?z-%_aFick#!2jb5ZakIsGn&E@*PUhE%BA@&J8tdxS}-M>ZapRY*$ z$RALxH0+#7m>hkd!p*Kg^q)T12+GSIc#CgrNdNu_Pf7ZU%~Ez(K3>|k*rYt1b$!T} zsFo(d$pn1AXf|yr=41nrmI2n6TK7TNJTXT@J6Y?$LETM!d?S)*oGRjivJlMx^t*-p z!>Z6d1HO%{!)x=yWB2d(BZ$306+i7r#B$3UMgT~UD=8@n2g*TD_l}!2%OTvHLGkKy z*7_%}2xH+oY~&Dcz~#9X247);E5+R-ByJcF8(waHMDWkW`FlrY==~FOOSr#Nk^bAu z*B5=`KIO+ahJi$Yf-MEF9?0}v;ybAc`^kXHBUp^un01S{?yua_VQA^BZhtM%%yAN3 zuzyP?fN&MsGm>9uXY`U)Idh!oXHmY+`r@|7}4IMP7d*vf{mP#a&=}Ej@TPy&< z#JNqkw0G~+@5o8tD?hk?<3MNg;lZCpotpO;pgs>7Z-D$^VNYKBNB}Akv960=jiJ{C zi}P3T%YLtuRZlbm`j|FH!+JeJkkN_)X5iSOYh2snleO<12!A*iYLY3ztrZ%JitD=MGEbX8g^Fi zRj5@P=+!Oan3vswJDYuZe9uA@QYfdGJ8w@k7&F(FfZ&~f03nPkr*O6^mhsEusJ zuxLwJ_S}{X6%|n)H8q%Cg!msNuSCoum;Iu7t*Q%4@c=!bH<$}Du#<24M}i+sUhVUp z`s2ae67||VLM7QDV!taZb2201cfDA{w$zmf3@(&w`E>$cd8`6H9CQqVr2_Ep0;U!-3>$#+Q!tl7N9a zF3E%ue>^YtY6K2?McFWzRh*JzQBc4p#xE{s;v-bQ{_JAjC0#?t?2IPHl(uky{*+QH zaq=4c;&i-O_=0Vem6Q<^aKs0!Of~oC6EP+`j7H5Mc+M;@{{$V;cpIq-udyu=+Nd4w ztn%PicRkNAx1PC>MN&K%Xo+B~g=2rSh z+W=#;=|H{N?hZwIxKawPAicG9Q6zCEUI_PTT}@5RlD*ii$Pull>P2poZ)Dc~MQdom z5}ph3y~Pe$s+y-^19PtsiwZG=Wy_?9yr+G$T_X{}>_WX7CN9pV7_9&Sm0M0d))mv$ z(wT4HzN_n*y#kPyo1#6N_+^y(i0{1QD%M4)ux#zGWxtgmA>7vbLo0f1b>!|YfydX+ z{Koss#FKd(Sy~CZbCv~J0`}h-hJWe1A6L^v?t*YD&+p}qf4ggTDn}bJIG~|66U>3q zwQ)>^;gz!TGcqKWkO!RcTMfo9B2`#6QFfRk0$wvGx5wLSSjhDgsX8I@ejW7b*Ol(U zyqywbYwxTY0PPZ)#3Izr*HaU#>rNn|hkoHu%Zs@R560X9)d6qX#D^s|C zah;<&N}5r4ex>mbMytDCf83JuIVdoc2~jq#^vBy*HAeIAs*+y5 ze4qO{6O}J>oRJ5Lj)8tKUljcT{29g+b9gv>F*YHAg>7I7t=g;(d2W7!>q4|{p#mmq~Xy?6+3GIoGVIuHcT?95y8y=^sjme-t z7N;>-;Fu}blav8_>RF^8iNkJ84N~=0wZ<6O9GCe)HUF<(%x%fqdL~pS)1S57ZA0pt zH&qJ2+4070m+{r_0P*H@y-FQ$;#_o|R7iM)HiQB2HWv2dj8Dbw7ps9u;+<1$!$`M? z6H7?>wrhPxA80?&bJED}8l52uP0_AG78lx91Z6a_P^9{HnrezZrvUo)+6;sFA8Fja83zIAe;Ztmme%^o_xd zFWPcGOV4^u{9~!#q!``bgy@qo6Ri~>8DGwo&G8vG#1~n7R1;Qp9tE8=ZwdoWU%#UR z@$o3KehFdDP8mVYu@$+@pY=EhP-boN+jgn`jF=sR@f$_=8hL5malJJon**(~P&c~b zw0Kju(mk~L9yAv=d)uj}{SwQwJH>WguS2f|zkE4~6QnAcy?pH&tNcMS?YdtA)43tP zxMVT!`o(dRf$lPT*Y@KAy83$ediO(pvN$T#IZWv6)*E7RSbT!4qqMM6%Mk|DkWk?iEGz zLOkQ4go`Deq{}eX-MDat(%4~fmVC}HGYeH!Wx(YaI;+kn@!WlMX;kx&}Xh#Qt=lmQdwZ?NY`sP>k9*6QZl6Oc|>c^>DL zewd=#Tmo-XH)f6`ey$^3bGcpF`o2^u`p07ep^++QjtAg`RgG`*L6qP#X!G{Wc5I2Nsfj!kkSPxU&?ZK-6xB?pVH0o*x$zg>&a)_pUd&7k3@Qe9^N zW-RIjWtIN^GImoza)*O-$%jVnOSSx!Y|Tw+$q=jQA>ZB*T|>?hMe>oOz`)vt61Yx2_>B@~xZW-I@WmKi zz)fi0(M@K+Mlkj(;(gmeOvlLBTw>9c4>3!Ljb-5Eqv|JzK=%%%PL+VCa5=DbUu9v&8=tjk&mothCC z?3R8PpZ)0LH*aRJbzOJ*tm6_A%v6_76rR zMsDO?c>3}!u@4_UIHx>$LJ-eo@{(207*GEBD({V`zvC9AdymOfl?j5gelE=~p#WFq z0b*TQ)m*j>?JJgkQASxgZni5s!OuaFJ_X{nh|sDL zDtq|(R6MU$?1(LHp}(`#Mt`=ezOcP9gfv$6@0=t0Bp8f(=IoC`$8WaeP*~ibJk~Q& z2OTD^=^{yqi3Ykw&d*qN%5|y_zG~<7A`_+(flo%|y%JQlSp&G_n;O%y__ESr6Kd*7 zwDlPi7aF6OudE~OvYQ+7Y)g=iIdkf$*!>ifybVJ`{Lan{QSP|iH5TxXw)M?+?!#cP z8v3U-S|uZsBsxS;%1bV9aazhSYYUFkqBU7KC~FhCDKFHzV02C}I^Ygys4wS~h^fB6UUOWo3gP zDY3~9%7$~bawhtk2A`3ijv{OJEyM3@H`ypo)6-`bd4IkdZ@*02nQIk&c%X8d#%5Zo z*^U=EMI=X96lXnp5ruzWRQSj%Vb9puxS!R{^?^9@j+gJoZ*zVr34(%xro>L1y=E>_ z=E8Nq_OErh+?eHJbnG{v{&$;zCjf(y%ToUw7lo0VqnYnz`EF$m8+W&~SPNWCc`Nwz z+4DZ^$}&a?aE?0nSDQS`-!iM-oi0eAzumXm+e0Pbs8MjmDbM>h zmOIZ^)1Mn(DsVsZL*U9gIc-Lzb9J9n%I!y6Ao!IPl@m*@N>R_9UD{sF{K}Wt4j*HN z&ry+(sM>7p@9&eIKd)j#!Tc+#w!B15f-t4k`xgoP{^RH>0Y~*p#;^bb1Kq5P&49#! zHTP;NQDls7?N?OEO*C{7I0iO2*r^w%1=O5w+{dR}x0%4qOp>DO;CM03fMsLtpiH|}s_Z^Kv5)WDBuW`Wk z-2P4QcbEz%Gek#yeZ9Qx(rOvEMm2mOA?H`<_KtL=kU90=!nE&lWdNb(WYRVDISAHF z1S270RcT-7$MkBPCm~@tF0L=T#Xno(i2v}Yextd^mGoLVzfIoIki|4O8jTGs99?d_ zG8PuO*8N3>Q+w4i)jOWCbPNpoA%=Q-41NbFg=l$~1a5r6odV%{y2W@?vuT;&OQEpc zN+)dvbOCmr&qjZc)h_VEjvi2ek@7;Tn4?*cc{PtY>QC?-ZEJD8uY>$2> z7?*H{N{Hld@v~*FeVJpsGkWq6X#THhueT1wB{p4p1Lj_ijxPzHdcr2~R0?tA$zDTg zRawE$f@96$87;+@S)>qUZr3l(0RaIMMe-cc9_!?KCF+|tL*`mPMwY z)L-Ut>x2@)(W4VE^8@k)Z^t7Rz$+V~2 zB1e85xFK0F*pr~A+(u>`I>I<_! z`E`1JTfxz%wWGyp6TJd8DL1!3X_2Wb(+$4F<=UdD8FTKotn(l9*K40C|4UBzhGVJ<=q)@X_6LRrJ%Q$(5G85w(?b?!m&GqPkWXJfw!G% z=i1htKi1Tvw>Fm(@eykZG#)2!+3o$6ad?sUwq|d=D5Oo3jRr zsd^*`n?XJ;w(ggOv?bG~b_I=0xsLslk3iMucAggsg_;Z%tkaJXMApU_BnfNp{OwMi zw?F3(s>u4uzB?AWCFT)1blqRRsLWz&YF=IDym$P}Rbz;z^Wp$vty7+(@zoXX3~_#iLUoEc|89cSp8>b!72yrkqb@RB8~w{g;{PNfLporXQG zThJO9b9QV+WS%;s-1N`2`isDp=AFm7>Gt+?3bwr;m`=y(BsaMf5uf~r%5rj%7F}75 z5wz0AXsD)V(Htnt!v<7;`S~ivkK=Iq!n=CPtx6@|Br`{fnufPIjgL#HVQip_qx(Qk z5xH~3R;rEDr|EgadF7Nl>%Yw*uYGW&YxB&5_pK7JfgFgx`EOCZx+t7VAd(^Obd8ql z(yQEO;d}Z6B^GSW2l0&AR|Na4ou~aMW8r4rcEwA^r|Ls1JE;= zlK-n3g7_rp@JWeJgPqqi7zT6WAyvi|27C|mJy^RMUB(Mym#gD#D@$&R ztj%z9O@35nYqE6efE!Wi7CZX$*vwfu;1AWo3kDGr)hza8AJa&ogM~+jDe7)$#rxDc z=;zLAA3=d~yQqqx_=2gsw|_d1*{4?GhjXi(A<6`jl9F5&ope5A8Zl3yT9P*XMVZ4L z;3Q4}?>F|-Cka&RL}OH@_=!Qx(f-9xQlCLeYol|v%f^rD{&=iqFexc19WSru>Ei(& zyuFroZ%O@+|5H(p{6%sL6h;&C4>hH)yoN@1P$|KwCcT~cTG^jV4llBCc%75bXC z?MVuYk*fIN{q=QXIwq!y0lIFGyVe%LPxu6jB=(nm7CQ^60_63M7-6^DeFLt=?*mRW zRaIbg=~D-67ZcUAom|>jXMc0w(1d5N-G0lM3cZcTE$Z8lLM_uHHD8>*lBR@ZW5}}g zd*9y8A^lU;)pileNMJV@TXuhG&RNbPWn7eoHdgg;H8ojTtVxHD~FS(I(a_nimdWb_` zrS9kTFGmj|Dr$W5_U>0yXkIYG+3@O|Ap}VWuF1WFC=Stsw*#N_y@rPbzq;z~Y+kd- zgWVtelE6~IS3)@ccQAC4=T&XB55DE-=InSM$GoPk_O`E+G`oG8);-NUw4{_&r5MlC z$B%7}AV{G*cT9LS21TN8jJ_n8tI^dGclpdXp3E5$IG5ZWlJm>X{(5g$H^Fv@ z#rfh+w86a7(yL#&gHb&KCMKq{gcIh1FYcuO@&siFtC&k#yQZq0%wBz32#Q&I>A1)- zs5~)HU_=E|cKP!5=8J5DRP0w6wj=oIY1nj@ux{ z)~IzsAQ1K|0`(hA6gR|$eCArd&8_)y7G4l4VECUB@?WsCvlG7C+1%XxRYLZ~325h+ z4PC?Q6ywv_bm=aWNhl&RF_GC~_DW=yA;?_GN;KQ6%BI5f5ZzkBGmJ@sSMnOrOKMl@ zmjtO_oMW8BN2FUkH1E}_bXjCIM7lXF^u=>y)K^rAIl@=d3^ zrbuX#1XCCe6E!Xg;wHeKNc{`SGf;N$wx3ggUh|&#Jun2Z^x>_NsHNdbnXasYC~rM_ z=U{nlC&bB6;va|O-T6^&B;g5iTjqBT<5JrjUCP)Q&~nEDuw>pL+}mTp9LB?yE}lqG z5N)36NVlrW&N_a9LE%e+LW&3~E35l&VLeO4(>?9-;z`%lq#?oLYl{f~ftcv%2DUN` z2cQ+5k3Lxk@rr5La)ipmZjD9<{jqNGSo&m1H>r}ek&h&*Rg(Tn9-S;g@DWgZ(TA0; zD~GDMK(W@aPBRpaG`NpQE$czj+)u6X!!>$Qi+qyMu zclSPw0ngF|%nb0%p2NpK`1o8?^e@D(|IJ4z#7u&Ym(7t|c7I~^tYrtcWv9}A(Ps1> zB25zFTU~PUtnH}Gf;BrkP zx3VxZ$iCXo?C)4-j8X7vwASF;O;yuCq?wfTeAM2gLu$ zc7_`codJ$Ve@0lpO!&WCeF;3~iCbV&7RE*^B=9L3k?{hv;6%u*+E!#pbRUNchb)vk;r4#fK`h|`#R^Y!u_P5f{1$N&cL9p+LkzaY$>|p=46R@J|%b%OAU4^mZ?U|s$zSjGs|Dn0r_5=66 zckkD}mb7o+pC@zoP3@i0-TEMJC*vuVMfpLVLx?_=hV9x}MtOW)ZE_H8lJWG!?ao(x zzl8ojUQtqyPERwA*M&qCKB|{$wGabdC_{P0fA)er;hI8VY)5gOP1-01)Ge+V|pzafoq!Y|N#aOx~FmZi&U@(leLs zE3fq-8!h!rOiaee-5;9hpzE}5K+z!=|Bl-K36N01I)b6Gn;!ErfQ}58Yq~r)D0f7p1sRMw<4CPJPLlg9Jaeakp>Wg)AzKDT& zU_F#(2Q6=%`pwG!I(Yx_D(Bf@Ib6)DK_65T8_El{;r+FeIQe> zo3lZQ*kHdi&n}@kFFEIF(-AYs+p+~wFK5GN-i!RT`q zc1Czo&Bmo)dwZ+oS(Odx_4xp6ePNDKsZtv(t` zOD(OT;MYv{-k}fXa*0Taq6OxUh1uT`ch0DhEY9emtyAMADq47o#pG7Pzsww$1%=N+tqMuaupYCtk+ZdsOUXC zHb2cQVrEB3_{_0+aZ}c_&OtE7+-vC_4QW3#Gx;$zQbThXgw2iO2R?GuJG7^y&zU+eZ>4R>4%@$bO;D*m=rqa+j zqH{eu*0mNrnzp^-w70m1AJRq0IU{)4P5y@^{p};&T8|~V2by?C zeVVoMIm1RWofy|WTo^&YA&)T)%E$b*#PWuvhet(Am)4+${(Z5>2EucWdj@+}!#n2j z_L%gk`Q@5D1*wp0w$;A4S?S5i-jN8vF0OtGL8c-dQZ4IhW5mWr`vEJ_&d4B~Q3mGr zT$z&S_FAqm9H1D8$J^r?J`^kyWLvEM_ilF=#kE9U2(=`diIaeH@CW! zDrs~smUC)1w%CbqYS(P-My)j`ZgVX?7sM7>bk#)5v){pdXdLRR104l|6QKt}IgCZe zxA4trqP~$wjw@b4gu-%j1XI23>X2qGId z@zYJO5#;WhD2pP`R!>v_usIEVoaxu*7Ix;Pg2UQZtHzC{_aC^l54cd!V;fXa-WzD` zz#2a%Ckn(>OI_V~-@TQiZi5O1iMtbilTX%P%-M89vy1)W&8jhEN=r%h$cvNovtE;Q z8tT?&<}7u|9S81XW{z^uPjyTDn!4A$oR@E;`0gfaZu4pzF)5P0?9z#|lttw> zOLl&5;PseWb>0O^`v&j&ynPmVX$YdQu zK6-2*%9LyBjVkH+QM=;(snzk8N&T{Ao|InaHGE2Ni=qM%YU+ufGN@-}+F>9&=#CQS z{=!FYXa%H86n4}^Z| zIuP*=t8iVa8V|~`87zq<=D2JM3fCOuh^g{@=}=U5)nsX~9h}m+0p(K4nZTxa z?X!R&kFWj~?0Ft@RHS-_QH==Spz8l0++NJ*uxLru&Y~d_*HFE80=r*8#jn>rmzu@K%`&)qYU|yX^F$UM9{`kZp}WzX zU0%NZRtmBy=*{|dH(@$~ii+%uYQ1fYT1v2ih!i7r3p;a`L*HmThi-%qMw`c1T&`7@ znVC6NM8?wlx;;-2_$~PbZ|?l={`?2qf9|}Dj7)fUw+82-v#Pt-o+5m|QsKQK;n>(1 zov^UsE2;FSFJ2&LSx-{<*U_K9ejTQKo0%EvpqSWyNAj_RM)td8z3eyx?`om-ZrV#p z$F}gnsXl^1C(jk%6pas_YE5Y5O$WHKnr%o={xG$4XqIeVED6^%2CbrL#6NtyC$0I? z`@1`HiDYDCX`~DwIkZq6D?&rl=xrwxxc5}kDcw^j{?4LP{ML-I>iP;68^I!F!0h9> z86G>ZtC@eOs4)Ry7A#T8uLDpkW9JwL41+Z2qu*$S+l=JLFImB<)IID~-uCOn_~5bi zS#y+V;e$Z(Kd5?c*y zaBR?NkYTEf%$h!vCz+i>dka0PojpsRW{auNmx6f2Z&x=l;&Iob)6yQIa)2OrX2?c0 zq50ZEBW+$wY%;!Pxm#{?NiJ-GtNUc;gNb?(y4IbB&moIcAJHBB`>ixwTAlA)1S~ z{?I|H_QK6rauXr)^A)rT^ya^8fdPndIk?hN4?k8O^3CPmdT&UVtO*=3&)3tP==q1I z`7e)da1V%Docn1k`O~tpvLX9n-krz6aqMyNnD(A_&Fzq0BP;Inh?h_cui2QgLsOk4 zzpe@^+F9qQne7GG;wE6v66O^cY1s5$D;>^ipK>xwdHVcmAbffCv)?9FU{{n~Ug$RN zAWKflR15tup_f^8qksCK9cl|qugB7}3zOoM9v2tq zjosGZbhWlaYxfo;nKYMP_pFdJ4+$CO2skd;_{FI$68GFyYjGY*ee0Ik^V5`c&D!}r z<29>OM2^z{3b^vtzlg;&EGOoH=Dh--ZiX|m9MD4}-qT0>&!cqNseFSZq)MYfRj~n7 zDP(13bA9m*EbLJU^(iv!u-x`$X#-Ye1y7j~cdwTj8I%$7&y8pS3>#(eR+t<_>xXEZ z5qGPX08l$`IPABa)Oq7}d6sSNuWHW!vUUK>27*mJRaM*P(0>G*6cacRl$Xpw7k)-I z6=)UD)8lrR)ooZgP%F{b1l};D_^iUNDayy46WLL~pMYRz@iP|wgcba%z>p3P(> zbUH=R&uGbOg;RH@UCsxthXH_dKysCv7U`&L>V=(b^dyDq8RG66R8?)QB@EaOe?+89 zH?eRC+Zf&@`WZrxN)eEy?WOx%)RabeczHB8`gl5~HvaoS@OVVCQ zbU@QVng{!bvl+30I$jg2S9c*U<~{ka~jPL-c3)ZG<|{8AmIN zCeRQC$zC$tm_>^-i0%cxsxa-AWvtM1{sfAtwBZshq zZ+^Z+sD%wP62{LR56t5sP`^iUs?RIZAww76V>ASl^;Fw|IMX)>_k{q zLUpXyrzgwlQE5NEEs3+!Zq&nbc-F^jw(;4>2t@D0$SRcx+^|e_Bw?)(BD$LDWxS$$ z)CQ-HP=WaZC?>{z-lxCRCk}#g8RwdX!I%eh_z`Iq_Z}93tkN7j1f-gh0B+Bv^IE@v zz*t`7iQR;h4OF(HxPwCwn4CoWp6$u!zCu*avCaWoC>&LY&#cNxj;3B5LF3kDPC+r^Q&;}jqew%8o6q#pas_Rfb$LrHoNPAZ zRBHUf20UJ;)Rb6Xdb{XPnnVAt=v(hkci7`u{PTCCraPNsbBZ^zhT}dH@;1A z`X=O~vH+~QnUURSa8>XAho?lIC%dwh?PgRiQ~gk`LK1INMc{%>(?G^8KkyGZm+kU+ z6{I`CHIaqAp^>^6U%fo93cz-GensO**TI6qIxR_zghp2{0jLVupYf0Wa7~uEA)@rE#=Uh^$!LoXObC~CYMXOCVKya?%8iD1BUL}Pyiz@^ zrSx97<%0pJf_Y(z8^0Be#fVnoli){>%_)IMud+CU@rNb2&HhCtrT02^)1f3)uq0u1 zQiHAK6x$UnfA-V7NEI{h?FjXqEcM^ahLR?ADz*IBdNJMI!KhQk*om%*Cks+3)_O@+ zcP)ahF}FsGZ^vu3?pFD1WN3(s1zz4o>|xU7bWHw-OxSJqQPrRvP>R~I%xo9J=KL&^ zkl8Upkk!6EB_i{81JbVf?vv?Jjp$JcSGvWFpuBE-Q=R#(iew*KTUbOY@H&p>gi{v~ z0R`dhjd!lBXc1%)I!R2`BRBc29eNJg_q*{pogHF{!bjRiM3?d_p)tfoUn=^-7 z^WQbSz0Hv@ISF3Xyr-)AvgwZsu2@)p_}#XaozMBAwTp?1V!%6gl}vOwvu*Q;cQ<8Q zpJ9AUs)1ft@tTA^63cNubt#Yx zEJbt90LrL2E$TZvTWO)Hs-YZnI%OnZ5*Ufxjc-61g{h~W{GD0)QhtmpnAq5^O;vcC zhi`MM@Kub`@K~@IED?&!WWsN_@4eZQiSvt6LlTxnFTID+ed%pyo4ObN-;~R@FMpg4 zk}!9eB?W(5y+rD8t!NI;eraQ6SE#QsLYtzl>G+@$I#A z;c;<{e!HtL_L&v1S6jfG`*>)6C@AJeY36AGZ1u|ub{-xLK%77${^BedD6%;T{HFxM zV@42v%@HX_2>gn%%S*&wl@84Iw9xsOwDcwZKgPZ?po;B#`+5W=R5}C+=@1Yp>4P+g zbVw_uARygwY(PLdqy&K@2uOFRgtSOElG5Gv-$Q!u_4nS_Pa_O7d#_&4T5C@ND;e|W z_6)eIdlJ%3WZ1$@KUc;y_B*$=^8>9(!oDo`r}sFIDEf&Jo0OCpoR5`^Pe?em3i?N@ zK{Hke=;@qPW!mJtcI~zb?sQ9nq)}re7cK<_Tc@^-@5XjEQxS`B-JeNUAqdLPcFhwK zZKv#Iz4k`g`gYz!uVgKb96=66YgupYo0_+5Xc2_|Tr-ncy!8ChAQ#o;P2oJiSF|5X3l-`*moC1Z?CVHO)nV60JY8hLURd; z7Y)(;>bQ7#Mq_m$){}{0k<%yr2EWPB!OHt|K%DL1@uc#%PETA|?Q`BNUO^FVBbr~# zu|;AEC_g)3-I}+Sz1z-irPKZ3f1ewLWBlgK&vOr31-jBEBo+>LS@6_T=1PCQWh_V_ z>p>$(A`mLfox?PxAM$;=}cnX@=(s5o0{Du zI`;Jk9zh|<^RqrSKqQCiU=j(6AnN%GHb;$3Krkls8TUgyCXj$7|5tyVnka2mN>(;e z?j(v(IZfEq=Mr1>i$MhfV)`a(-Z7&)jR;?BP5tngH+} zllL!%r&{*Gd3!9Ty|n8`!@Hhz*o5O7Y>w~WzyD=CMIPc>1ZGj721d{^3@XiXiEi6# zThr+0FA(eBkwLwD^2)!P-v#_LxQc>f(l@Y9BoVp;Jm64QeLQF8pjLUr^Zin#m><1?qQ4U$aK#QpJH_(=`)UK{4t*IGV zh6^;O5tM?vx-{J6Z{H4P&L{~qRB>>rs5~zI9JA@jaJK_yX|iC2oc`EXPTyeb-d(#< z&pg=FVrMFM-X@1$GtR5pI|R8Ng_hA#ms><$y)rT~%5F`8Q)i99u}WEHouH*_F#v~JqRkC^<$s|~oNpjF5T*Ik>2lJk-zdDH zW%j=k9P;5jO)0~m9gG?mWlBn4RI>yrnDe3hg0Fy_yv!^%wx(oh>%}7t;xw~&U0v+! z)4t4Q8oV;o-TE4!2zZknX>YYbXa3Ue`d~en)E@=4{*EA(M&EzfhZLN@Imf$lvMJaP zZbAi3X?b~~!;0obA~b4hPtUI~FiGd!3ufwG&cC|~TSJi&%cU1R`0CK1_o~7C*rq0= z6Pl%GZ%FI1qa8sBlcCHmfRB?6e3%#16037cEB@vb5dHb6B?_U8kA{wpv-DSiQ27oT8-Salwq)PvbegzSLeimyLXhbLSH`Im_h-m|Y1-GngcIAcy zL@}BseZHQgm@`cfLml)JLSLuQzR#Pxc5WY=CkE%;A;S6nG3?ztdNq>urKK!VaNNH6 zidb84Fg~v0ER*8tNXXyPvpG5t9u^C-51%?rWJtyMYm~cDSD0HSUz*to^IRSJ00ZgE z4dHvqW$RdG^h7yxOi!u!9H(p}j*Qnwo>V4*qmXG7fk?+$&c;X4pdw%ad&%g4!!SeE1L;5O5XP9MHw)lIr|F zYmE*B3-+BAUcWaiyTBfbZ{C<5qKo)6F1cwv$QP(EE28MwedurH~n~&l4bA5~)CQZSgK3#_zIY75*f~5Zx2RQvVTiaQRnM}6l zJGCOeU2!@?!m=Co*U6ZcrwbTMYm>W-o(0!RQ>2XtIU9Tz?NO~1ey#(S1ugXj!Lg68 z{8l-xCmcpw-z#8be70}sV;tkF8K7Pe)8_j6poWIqg6O$U%i~-Fl4t)cr|=3LC@$)x zm+U)U5S*G&Bg|e(9`0K!^y3vlI3MgH^C$X=S2NvqVtnVtzrC^-9E(y*=6VEweRv#_ zrw=*^77iw8{_a|i1ATcSFoD+^d;PSFR6q(&8`mUUqP#YiZk)d*j(=YKIv7G}FO8*WIjOUdvwWhZ zRvdqbjx5en5^#>Wed&xm?#(xES(WYC!ce`~Z)CZ#T_zs*9F$a}{YT?~bU-|Nh9WH| zNAUDBWk5i{s*uoGs-ahKZSAP{$;mz~4}upK9!pxh1FnPf(?J)#h>D8JS;;R8F_gfd z(F=%=AImkGV>tX#lVU__={Ucp7CIEG^eO9GHsLs#OyEqC_Nb*>3`#mb&#`az!shxf zN~$o!sZ4VPR1Tdv^oq7*xROX-jAxO6orl|{dJQznAu+^kgmnDcRTf`syO(7kI%)Gt zX!*}ax8(ySt+F&Zo^nqOhMHKlB)h}CDR?hTl?)X;`!dYTuiC4J4Jf{Z!%dxAk=*OA zz1WYtbnia*FV>5XEw zdoyESn+_(EOBka4^I`vF*yAMd@TRsz%hMZ+Vbeb@O`;X=)CHqO6M#7t`?xGr`pL zSu`2~!}{~=%!Y-bZ}>X8^ne<2!tpP79jm};%0=nvX@*IB;T(iRreD+NBoPOV1e8NU zFhxbhIlOBDMI~T6toyIfPO20O7Z6$A)|-qLsSSc9{Ty_a*RbJnO(=QBbY49f*H;2F z$+ms;@XA!vIJEixLs=?nVLP_XwH3CfsS9Nm)v9M1##D=e(_?6r_NeaiU9_qGm9;kk znU=L2GJE|nPD%UctH)%3Oga;Hu}?u-E7(+S?_iC2D4-HK4-XwM_Dwk7uCczEbWyMG zNwBiseQ5HE{dxoM*%s#i68knUKoh$!Qop6Ps;J|YmSGe*G>}_@$8p27ID*7xJMCxa z4RWH7^MQYg%87hxD}yk<)0I{1q*b;ct-|l4VT6-@(3J*RhhARnn*b&DtC$hhT2&3P z{H`WBOVQDE5JvvbhaUdoJFwPcn5UynL%}FeR07h?y4(?m^YLT;l{(376g-e7sG<%p zbBy_t`HThT^&9OxR2=SnW@(g4Vs#4fotP2Ip+XosI(i@&jskEt6*aY>LwrL++CNH= ztJ-Mfh-#{X5+oNWL1x~LaN<++j2+;`2}?hYbP&~)ae)d6tyt62NRYPr-m7Z>h!Kg@ zP{w<~EMPb-rtoP&fW@tVf8l>*0LRMk7c2y9H|^u+)8Ms28XZ3@toHRTsiD=E`xTVUW{upJ=9ap$y)qafo1Q^`|Qb4emlDGk7nav zIWm}5*Z>A}bMkxWIpT<`fIf&wR9wugvD{gY+FzHF>u(zDM_R_6R0B?B30zrF{eLtu zQJoCe#@#~&DZ!|$IYArnE*DAB5+DJ-gtkLcF1I#*C4j#uiq?ErO9}uNj!sUzkLl(9 zgRPLx4&)Ykxt!id^0GphaeK7(mlMr9ZoitwYd8zUi0HeFOQT7f@p~7j(c2Bknek5f z^(U@ARy?C7X4i6F6nMhJ{lY~tT{A7CcS3TK-+k40g{*}djCRcEhTFU;uy6_1>Ybm5 z8&ieR6$A|&V@UuV-1^3h>FZ{14T-4MYF#;@ZmegtbM zdZh0rPh(Hwpac7qBiBL#31-q zMHG}=h$z`~xchPUa?QcVGXKWX)4x8rvV($!e&-*@88_un9xT=@H7@1AJ_5i$w`bWT z(@en5xdHPJNm7LK3gq5vIo|G5qUYiWm?eSCmLBE4jbB}MPpsQ?t}v*;{z)`` z`x!`ZrNjiegy&99XzEkbUwfCfG>~qjq@gyPXG8fI5)^=DG?(o^^fIPNVRV$eY=aNqU5~WBb5|hQPSKwEv|H9vd4e3&Vf- z?Y|IHV8Lm3UY>NT08|=iI+y_6EqqAM&5`sJNKu=vetW>vK&5czbvt3no~?YOn`GY~ zLy%K3gj3@KnZ^;aO?rLwLtkY|zTHnT&m#3S`)-~IhXO|hUr(9u9`5z9!i*Z;8GL2E`V4bQ6ki(mqs^jZuYPJ$+xEv7{q{;Npzvv0^3EqU9ql{%;Sp#qD@3-j&%wijS;M_ z^6e!E@fuqS_-4bJz`7tuio3z#jWLQK|4Q=JHiG&;BAHxhUcSS&?*xk}NcWV9iOg~- zgtVkc1Q+^5<sE+CD_$Nk@AmCtjTTD_?*3{ILI-Et>Rvm)GcBeT71^ac9;eBYF ze5W>qCcfi2)u|C-rTipdS6)(Pkcl4}QUDEcf&Dv%!rdQcmgMcS-E|v{Gm(4UeQI?6 zc=gyD)PiEDDDzKpk95jUlveq-d$a2ZZe2Zxa)odKmu+!PX@AXngPerw`*#>c<;OSA zz1T03o%?Od?2iv0x&aen#Y0D&{<2MG2w=iX%6*}l{q=HSbkH*+KR;)|oRuXqr8MH% zgNZX`?zq2NRbcyq+-AefH4YRH)1$YYd2lFZh4eD$whF^yTuphcoy4C9s|NeqbJQST-4}V3-@w3rsDaxPWAbZR~6QKuD8j$jzUCv1K)clYm3POr$V+=IiSVm&}dYlnP7h<){YhbPbvqA z;cJkRkS{YtKnIyaa>+@D@L&5FOz`16No#P#G$YzGPIJ~|)E8zh;ZcP6>GZJ@rl~R9 zd2+NVDbKWWvCud)ZVTU)z2jS7e|?@wkxNHQG2|j55(U`9U(5*uy}MD7kxHjo+HZay zo`wPjRw2`>PI#Tf7djvX`!NLqpvmj#p;9`!P!pJk7|Mx>(ZDDvcPacRNMdsL8v$$| z!_h0u_M+b#*3T@7sd-FDK8X#~A?2r@j3RcRVo;bUbEiM{ZPNU<^$){Xd(bq)f*AX- zod|GI@?Y!?YFz)-%-{~>{x)Aj&;|0edw-w zp2fl;oo8CiHy(=5<@!bpj9HMjj*O*6%Z_Fa5Or*KT{z+Bsj>O}3N8xjyFJ)buTMOF z)U&^&k@Sc$5xL&2{5Kq5E?7$xh&boHT8WErnp4pP^7)mDf4Vp_QIpnAS>nl~4z(M1 zn7*y`d2w(sBjhI0mztUqd+Lxx8tuOgr~f92r`z{TMhEq~hw{OjM=SD_L@y~c@QSG% zR}8v;!yXmXxa%Tt$PD!zUD(gP=r)&p?t-?0@sP!|{6j08H#qDnX)9L!iyTMZ;8+FA{E^QJ{bT9a0o$POT-8JnB^=D=nl~q;J&dx=k=?fhT z%b}6d3*!vRH56!^Y#L~bk2Nbc(icc;uHp#!aaR7y=H{U#y}o0p7tZ04_TJ+l#*)5HbMfmKhe(iRqz5 z?OJL1?wu1wsdKw*gX`P*MepY__Qm7!Q1RnC*0$1bO+o) zM92k=grcT(+qh*9>dH?rVa2MZGpzPAXZR3d&HGTyST^G)=GFY1Q~v5;ootFqF8oPw z&vm)H(lWg~&C~|_=D{N=;hu-jri8~uqHJry(BDhFL78@>o80^hw3Cy>3crQByKB(s4FYlrSb`y z79S3Z-7zfLS*m{;@4DKqZcrb}(ruP)((H%jzVI~Dezr%%T;SwSiQjtOYRhzbD0j42 zhLno^zNM!dVNK@Z(O-uW2{djR8TXYr+U5Oa_c{1-VszglRocg`PeKBsbdvo|FqHJX zB-br`1?l}&R4+Xt(;ez{$*&xJ@xpO`%J(ae^~+<5osy0cCXF*ivD-pX^-lC<)`(oh z4cg+fQ(vBAjtqT%3aW=VFR>_^2KGmU_eLDoiwDUZ`m7{H#<|gsco0VjF?u+qKH`Yc zQV99-odie2=I+5S>EHfB<)TC6In|F`^iiwvT~>enA+{Q2TrP&(QqNs=tuMHnY_+8+ zY((WDbV+I{xFe%3+C)4k($nUSX;!OGS3=m@pEWjJ0 zc$Zx(c6WCdoA-B`7eg{!X^V=BN0wvvU9}zh?bs~`N|wz9PM$?v3Mky7^-%hl!jToi z79QMXWz)~&eJzK6pxw53@S2}6!V3FSD3L<_IpiA#s_zrO6mQpsa^EEEsea} zE)EIqn%|#f7BD1>}iqzpg-s?~@!gpPhu-g?&VX{e0-m!O`o%%8j&F%BQ zPBn^+hA@3{oNCx8tnV2XOzSkUzvIqW7QyR4E(`|JLrAgkuq_hw&hG6w3Nbv>4W#K`*sClNCO2{uE>viweOxDm#q{vs|=I}g1$ zH~!Yr4}8r}@5XmSlQzB05WPY}QXcf<`y~h!Uh!oG5FR}N5sxO&-i|}zvbZgNxi_wg zpuoQAhhu%#MXUb4!&R|feS?3UZo=l}S|t$EnxypTum`hhv=}>+n1jBPzCj~Xys}K} z0_^`1fRsB!;KPtNDVABlM-lfj&!4Qhia_C&rnX)J-q99b;CI>QFbidE7K;wpWLl&4 zjI;O`bD$#Cn{=ZtW|fx<2M&fiU^66FsAh+WS(iCF>IvjbKX)9iShId%Fvkw9#J}33 zXf0iX-K~k(#q`+Vol@xWy9)3rp(Z`el8u>lD{#c#aJNaUub-b^SFV}*%F0S57|1sO z1Nm07xt$WCqF*~E-<>r)to$VKc%W)g9&PJV3MtJGc&Lw13 zY|8}{I@V9d<2xJq>LpjXDdt{h*za)0OihJv#7O`PoR0T$q*-?(Yy+!v=eFVm`@j4T z-T%YPIa&PkO*x$6Q z;@YINv254z4nG!)clzfz-+t}n8H6GlgBTfVAlNX>#H;xp+xZ5-ViH8X`;LY!DJJoIk$o6Q27h#P#I{%6fxHapS$}P*nrKLRX)AP-htISg)&F=2j z;x$YKwwPTwxkVlM+8*GP6{Xz=q^6R`9{;*K;-y1r9GcyZtN1)`;X8J%jaA7Er(&wM zc(b>0+OT}ql52ahdHL1bYJBap_7jh zKn~e9Me!~UJ;l0I6e_GFDk|!_@RZ^;qjHiVTlvZl*-X$aze5K?ZFn35%*|?zD0|x# zvw)%O94$Of064Vz5ev0LqaODHC1$4Qa;)>FBv-JNU7~a6kJZHh-*xdU%y&=WENFe% zk3@GKj@#_bHAqStVeC|eQdIk6&9QE=282YEB9F!I#MqADNex&TOtpQO;AaCzl~>MZ z&{QEoH;v#ReYaB^Bu)1*SE5tljV0Xx;XDKTfTQp#GBPpvD9%yvg7M$5MC`US?kjn{ zYj?e^-h3C=!?C}A5yXWCYOURaju}q)e{oU2nR&IPZ*0=GZ~e6t@*P}34qUWbEscXd zAbLaUb)9J6>M1L?BA1|WwmBbkU-fL(gsj9RCejABio^w?YHDdw^O8|x zuB^uH)~f6m`ctoee*(8c>FMe5=J=#&rc~jFEPw{JZ(i%bam-aEr0S?{zkg8S5BCG za*=>nFzk((w=^FpaZ-uab^Q5!d3L-x*5lCqGK9hh3t1Fhg8G%9zm@U=5n=GP_ne19 zgQ&yZ*jY0fIltY@%#0-QGoJm3y7<#l}$igRWw_ZQI0C*9s1;1)qs9v#ixJ&pHN?G}Q z$VScWt0@ULPzG9^b#{K*In)qj6RAtU<0%z>!lvI6RqxyNYYk7ZF56!V$x?}R8vEdw zWoDB2jQY|)xa$e8!f0!6uWH_#X*M32o}TvccO9k9H1Ey3IwI$-AiUM$A5-p7L*^g` z#RU^kTo9)L+nun#C791{nwiAT3Pe(d>AS{{?%NVawnnP3qG{y($OxNY=+d=R>e5tW zHm_K{cEU7{aW%<`cp8O!FiRbGBW)gsyF0Ua^drEzsB75f5;fHTdES|rp7Ww@HE!2k zx^W~Zr^I|Mq7RNjS!|8n<8TkmIeEBzH-De7Q`f~De0}k1D4QPn?CfkNXn1m5 z>o!R!F6QT7dONr?UND_rTz%aq2@sLE9G?DHF8G?s&eLBY8$e*-fq3j5Ce@WA3si(E zwD#!M)J0#R~E7HKz_<(HmU7<+?RSA@}HdDLu_&5YxEc zug4l*&saShfG#q1``G9n>3rL>itWMuJ&h7aE7#RjJztQS)_|{O1qi;B*^6#>T4CDqrmKuDW;(cb71Sm2C?In*gE_KA&&=^s#P&b`aB@IkuTd3bJbt1=1im| z`j;4dMg&O|jUaAZ$j=hL z6o{R|T`1c!6BH9Y%@ej3=Ak={uqB=LL#*N!cus8^e(;rxhDNOcP?8o|% z%k({LlW17aV)I^FlHOX$V0bsqLU~@PDvoKl`mMim=^j_jR4wXRI+~SOE%s>2mQpRr z4dhO;m8_{$YN9;>yU%5Kyx_RMN!3QPU!yyhCVr0hI7vBt2f_+-MN%g(gG{kT4oQ6m zM!*n>dh?u^mH7|INMz)zT>l`s-#H8WtIso zn=FLR+;y0HYpjaz-u|*^_JO)F&m4V<5Y|DS246+j-Vn_i$R1_e4N|?)mR%yTl^No!r1ibhO!oyjjro;nt4Q4-XE*3pcmErjiaZJd=-5km%C0zd&tWa;M!7b{$J|7gp z+(N;RSNnDg4GI^)ok&(hG*G_%AH7szt}O!vj&k-yZGrNSZoyDk8Nc%xSnLdT4!(6O z-msi?nhZ4WzxENnq?rS<4h;c2wR`8eNe-TJnydl7R-yd^0WdH`?CoWnZ&_nW%*CUE zq%|ium%vE-X-5*=%{+<4>`2BdDp7F-GOEBR;ZCk;z9&s(i9Vv zd#qLmHfz=6#Z1k5mG^8pvfzD-KHlfwjFu|x^-p-FI;vGH8sOpDG9U>|wC$rlGH4gB zE)=er3~zpo7VWe8Knz=^llR|uY>c*A&$?JeJP?k8hOaTiQr}VIQ7~?D-+jC}J%JM@ z%v(TTRxnbN7}0R;?-V|M^YyEUJ_)3~STuG*6AGG2IPlLHTG&62a>Edo1?{A+2~2M{ znLH`=M%{xr%xY|=swH+?-Ko}?2M4Gx!MDBc(!Dt;AwC)E1*{0Yz^<7v8kwi&gr{cU zw|C>iEBwnaJRhI|ZIl3Rw(8pRBiD_PA^J5r?Njc)=_P~3!L?ZGR9iHY?rlRaUq7y* zJ~1n;lwE-P0Uf~`lw`DjVK87bdxpWcfl5IoXd5`2Ie_-%~GgqdDn{*k0jVYjG7 zs!IX6;)nFyq`>zONbTL;@7U_~=6m_M8AG7N%m#oXh$A`wO+qQfVPs@vnV{<$xPjY> zYD&^?;Vv#NYs)#Qsm$gd2n1ra&zPoD<__Tzzo}qA4eSgZwZ&$52H1Ivf#m3MQn?i$ z2Ie;2nhVR=`Gvgc+o^3GSF-2O?7qkik6Gu zyNZeEG#(wou0VHY`;0;eHB*K+C;Hi{gLL?nLxK$dC`fP4A^Kvj6-Fzzz6rVl?uf%~ zpEy=xePRShso-KhTd$%8am*8K_ucsR#bWhRMmio&LPLS4z^9SHlu06o_Y0={3d~zl zrqBvx5^n2$b>7-a;dH+DcYA+inkb`Tg|Iel5mUbGVBooO>44SmP}43uqt5|915BpD3p zKbrxh69S0OoI&H$zbN691hBjqnW`Hykb45}W5}rh>7JiQPif)zuO#zP75wVjc=HcS z{h-`*n5gs7>kkn+0p%sjyd>h-8(Zl_@#X_d1=efBRIe?h{$&FYO8>I7D=|QkUZvn|AP5#7>W|rLN<$f z_0v?#+tS=2A=MLk!gyr#msHgh;!kQ8ziR>fBF3n_SfkrV5f~#L<(pdo`eoEsVLXai zM~F5aZMTlhf1LOPD=%3a--t*I!*UtC2>3CIGN+q&)tz0rV2+`r!bES8MBP!9`XmB6 zGW`b&)_(+8qhLc()1d`9Je4G%Z*|&4ibpRo!am4uRn#Rf8{b(E2GxzXVIO530<);$ zad9vQV~kGWPtFD+HJloiK)FU-wsl30q3Pdu0_Ze`uYl0J<7R_LsXzlZBL0Ny+MyyS z=s;=rJ)X8N8Qp9~_FO8@G#%BcagnHq;?Okz^Xh{dm>)tpYntlHYNRNTa5qVn92w{RTPp5ET<*kl0ciAT|riB3!@Y};V{2nfBFqCn|n zE`8@b;ub*dSf0fnMS6%7A}Mc$;yV->TLMgsi1(f|CO3*n_<*!s*F_YEnZJUv(?$DE zOEkpUWWVhypR3@Ma$uk`QT!-`$-#G$m^&7#|A|MWD8yyVKSE96Yh%(DxQa)4{Udzj zlSAJzY1&>@tQllfck;z#1U!-r8ZR%Jc_D@I4a%d#krkyZ>XnlNF&lkrCUktkdlM*o z>NWBsc0OuVb(1#X5ECniQ39X*cuDTeP<*x}UfgF`aNeo;O=-|@t0aXRCm7|q{PGf6 zT^{%>joL@;!W#oCNjz1-jLI)&Ca8{#(6OaepoZDmb&Jiu(xjedk%Mtj0il*4)QmhN zb;SZKc5rWIfv5j+_CYEE(9CuSyaS2ePZTIPkD8nI%9wGrD4ALZllbgF5R2t)1 zm%k>0kM-5ayDtUJ)V%lPV!UnlyU;?b=3;uB4$BqZChH;LdczGcCXjGO7SV=aAMWfr zA)*HBkw1O0ysp6u2o$WvC&5n&42%K3$rtO*7mC%fen?X8N3UGw zOL<60NV1fph1~dr_BWd)!N0t?Rm6F6Vso^fBV9TXTSh!7ZZs)BzFw55=L;UdE?iZJ z^}a@PtT@EU6~a9i?V_xS99$qrGc-lYR`wGE>3nEw1H)f#l=Zv*4k` zcZcfr_N?>J>;OOm!G+ZqdHSwDN;d3leUD}b;IPHK{L)!h9Md27mPTv4&1y%Y`5h!2 z92}OuAHVWMAm3MXuYceJAcP!-RODZX74$9~E;lnK>O&*19}Ls$-)sd~?so<)GkZov zXM+|wh~~`L+A9UYE%;(X`5l9VHO2BZ+2a- ztO7UzpI*yyK@w6@1E4!!^9I4V9VZu8RgvBFi$@$b;|<|JXu)TcY1ZcYN$bPdD6*n` zP6!At3Kaegk&R*~*zhO#^@(D_s&J&r=Eo=%7=WpH9tav<4>q8n3afExssxyOLCXE~ zHvP_qD2n~w7oF;+j>A-N%IC2CHE*6u3ZZRZ$1x3cjBI9e8NG%Q!ZNGH$nX}zf<1+KFr*k(U1_g11bukHD+=2t~VEMu|DPtwgDz*WN@xV9$imdf`p?9mhv~1?-xdnlH?z_zs_Vluv=E>?~|IMczz5 zBvC4E4J4Qy1CjNIrPQ{Zit(@8!!Fx-?KvV>1NS#o&8?Q7gghs%BZkPH4_|650%}Hx zm7^;>$8IaYys+z*QHlAI-wLura0IHev-2>f-o`DcMS}ZL7q+GA2q~t()1MGoPG}Bn zjVa!@4ADjpZF8qrVSrnk0Qy+w5;)4fm6+dbH-5>m7YOUQA{)}BBijkwoc7(6$p!$8 zAnu`BTk5U&5vbR^CCnhpizZFL+o)^G&Is6T5iYu<2@$%278R;<`{?c5pXth^R!i5u zybdZsw7td06?teiz((`&@!bcL>n+`rL|!jBtV?%b0MP4hZcR^5UplY+6KB-pJoh?B z0|wSzM@9lET`dTE#s+J}eD?r?OTnh%hEW6WCz^mTF}aA3NvK2S(n2J!?8sR&ZZ+#y z_dz%yf$DD5&jO{6T#;_~ez=df>nz%if2`k`I9P)hI*qW{R-JkoE;xYQ2b8L+z<2bB zE?&HdN2+4^Pgx~^J+&8U+_}&SnQKnqr{%sf)gd5h2h0hnP;Z`H;ZCV0(V@BSQTKXd zwO-Gq#SW@iDlo#z^X78dU4FF5peHkpe4F*w4Ec;13I39RX5qUiR+SH18L@2WHLvaY za$#`briw@l`t!r*p70Hcj}Q_65P}JsFT-?|DPx{ugYPO8aZ3@;}(zMu}3K0)^lg(#LB6i5!;LO?RI2$eJ;R}Fl_ ztJ)xXy{<}|f9(EHeBJ|ez%(UP`NjeDJu4o=>_y4$7~6JwST)L7J#&|q~JjA01K>P9JBj-Ib*hJl-Ds3HS3oC02F;4pGYT)4mCjZ6|OA3vnT|hG{PIdz@_^| zm-|e+W6tuJ_v?%wPn~&}BR4gS)!Vd)a@3rW!vNWUi=zu{&txxdjQE=v@Y&C3xGn|7 zUg0i-@KB55*}Qx6#s73d@6{>GH*$mnv)YPQ=$JWRD5emK(0DCZ>>wbA&tkZmheh{S z7jKyvH~C|wml~DyuR^ctMgbC-mbts}`9U-Od%kMc1qEYumFGwUhgN_z_YmH6To|JC zq?Yu%;2g6*3O+HiDKGdt4hFOd*bypTG8Cq}aR77;Y-P`ayI)PAY6}1#K8t~CX=yE< z$UU;`TU6x9$m1qyqS68yhf}Y z99cXCutAg*`M9#JTZG4a)Hg)*2@jTaEPnasn+uBkVVwh4n3I|>FU3IK5_t}x$}v&J zmR9(I28u{ih2SNm(26~hU zcIQ&-@?}|$R%>e0EF@K#fx;B@7JCHLA5-GqGG!{CaBY#kI9|v~U-IraH{;)>?PyOw znBM3)n@YCjq-T|&wLuAfkCx5lgB%$ViL;Tc!`5*-{rPR%&6VzenHN*wui%;}?oP9E znYNlXnm-sHl4H$hWjjiLmOHME{7yCa6zVym*ztM4$gMV7DNndJ@N-FyR*8rAn%*5s zez{f+8c*78d@iurubA>x)SI9v9XZz)07M!uTxF2Bwv)T23l((9Tox88aG4=n{r&N$ zghO0K-CAZ+Ty~Ho%gQ{UHZCv~s#ywOK)ngNt(tB@zL>{9?PWsL~j$xf`N;lvB3lX{=1qWf|qn;c_K7Rg}X2X1lEXf7~zGPW1K?r#!g( zHwSsJOr$YlXSlTpnL4flbrvF)f#+#fc06*V??r|H3bOcMqW+;&;(OkmFDads-jg;m ze95)Y4lf}(F58Suuol0&qO86e1+^6N$&;r|T|trm=X)SVB4n_C%~LRl1D}kZ=>_?e z5r7-=>GJM^he5yh#^2~5=g;%CyO$o3%{gaYc>iO64rEW;F-q(Z~Uct1D0!Tc>Q zgZcLm&XS@%MC3Y4x{Tp&)9hnalyB0oYx_SW?+oH|Rq|Q!4`*2fpcHf!ol{Nk+X$L|K$v4E2 z0L8a&VP#1Dd`N}g_C$^GPuv_I<`jb5jqtUn!cXwKB^N|>fSlh`5$#CvBvUlA8yh?9 zxKv{JWL@3o_%*(rvEk!Q#hR$JflI`UKB@T4%9J!Y3Wt3Ap$_X<45K$qguN=Y%f zF2lk={mzTt=X5aubZ~(Q=ht<9$^5uA2Re{y)1wV0<5_;&=5IV4MK|OT5nL~6vOqfB zAjhRtXaw?@>a=>?^?HHvy2+2W0?RS3#R;BLW_N?#>HDI~@mG7>m#QG7V6_o**?ll8 zlxy^kC!7V7CIiQ^)>Y2-HE1BU7bg=84gKw1rxw2ePU%6^w$rc3_Fx<`oGCJKnJMuE zM<@v#z)l%j1x$gp-U^heD697gNPli0Jy-6pVueXf2}7x)yH2~z z#jYNwmq(fM=zej$TK5z5KkA7$&adWFp+*-C_C@q(kSc;k5k7J*wAwP7LaY||OY=+T^)sptMPNQCd$|3!5%HocU2Z>Xr4 znh~Dzd<67br#q^ih=T)MWl6wXun@k))2lAa*GMu!V~j zlMzDhfH>&yz#!yYPs_n<$N%lT|2BuX)H1z1#lAj4-*S55v_WITCczb`i;Gf07cpvP zxRm>Yoe$wrJL3)c%0HQ-O!SrY-t%^k?rQ=?xCjaJy^zYIUe{nT{k8WWAa69>Y~ifF zQ@zzY?A`4nd&82EE~29ge?E)Ulo8n|;t3DIq|swe=DL%zbWH|tPabR57eJ~kjfTd5 z1}`;Hrq0=msRl)ciiZG=_eDEkYQ+PTA{Xb8jam+?DO-n?wbiP`y<2_VcAQkp4ihhm zw!#Gp*^};Acvqh*-@Z;_V$LKvWQWP-Gumfu=pm5hAnR%}-%*EdaV4OHLs_3c`{B|} z=c!wO@IAOvWol(MRqcxoz1;0;!y^rA#oKvR+r|xKCYJq&^7NY=K$He1VUs^zcWPoT zm!8@HDBNARssdL=Ocx~lFvKX^=kxwiuih7|ba}P5w7N`EwJl#Y8jz!8)DR3{)SczC z74W+v9Kxu(N_cj{O#n%P$jv6KeA&@YLQ%ZA=O{mI$L_JTlHw&u^egZ~_OOXodV}C< z0K^^%Y^gG1*60p_Tg>@*h^(1Qs_CvsSG;Azb05!H2QmZ&XXf zdGPR|7YI|4hKP=i4yije-(Z`)JQtZ{$O=;lQ81XkcXX(IU%a5!3$qtXn_UeP1b++w zpI^UfpWwe6r<^a@00d*jB568+NiL0W{3yba=@kV4jY$U%0a z9?2Z4KXoyOsiofM8ZJtNHQLAMTuPywxsHvl#`PK(%?y8lzXVgimTlVX2u)>m8kB=H zl2{k?E4p1I(={1t!aHwY`ICeGJgcMFpA_v3>?;P%{Ow5ob23Uc>aI}Vksajvo9yto z042Ox6<$-dX@94ecbFjGk^)s2z#WMt!X}DtN4=f#L&amJ$}pR_=1V&6lp5o$aX|#g zVhF6WS%K~48)KFy?P~?K7=_4^w)~|P}3Kf>+tpO--&_BIU3iEs);4THI^a# zP+jd?(?`5|F$e?*R@VoPw7_c5d+D4aYPKbBmN4I)D=AN;o*!AOQ+Ig~t1V%y^q$Kt z!PK`0)P*o>hL5285ky3o+EepoTKQ#HVmB)F#Fy9|F4(a+%*Xq?r%hAg68&KQF7QyM z!~j?e&;?m#nO2@=SoLl_M>{}QB?90oah0(3tw=tmMUekesPg;%o7&ZM-@!Bo=+^UY zYHG@~Ym0=VpB5ZwqjLF@>-McS6Wv+$qPx9{B2kX3wQz&0=hzQo^ESTASoJ!~e~#7JHlSkUd|nM`{yD-&{@@<;;c=|{ z^p5V~Jb#SW5}v_g1S6{wKw#2v5L)|cVM$AUvf!+ z_eGJ~sKN#LxG7X)E;%oUj|F@#LV5Ecj)wE08}_SOhpSdd?T1?E#zeaVBKy zpnCD7IzMaKWStYju(NBFi1iO0kI?o2g3F`a?6(*W^`RFnM(eu>0J zte5W-QSmPOze^t*Tn`65B0u)&mVaj!%i`>9#VJQWP{g8;=Q)UI^zmV}of^-PVJ~`u z8O3%B>n#dwsU7}hWudpjhoU^GRAMneo+TP5ME3C8QKeQYA3nQt_FA|2oO)+JE=Bp6 z;39l_HS=-ZYelx%qPv(`#jCzWPhT8tfDUYM5@dJPZOI)Z^FmHEd1SLGxjAF9f7EA1 zOd73)QNO)!9-+rb1L!Pm&o_qh3SdDYEU8))OYq8i-*RZd?pmkG$mJ=`?z05&6qGw| z`!+2e!;d-BdWn6RGo)25L}@uv4>hcNIdgY*akhc=Lo-m=bWY~Punu_LD!=c z%z?F30OZF4cU^rS50%- zQa8}CkyHRYDq_uMp5m|q9iIf^Iz0-pPIh6p+I|EcR9pTf2PyaqWlE}rkDk!Mhp2#) zCkiMyFl*H4eeT=S)TcTrhEk+Az?m|)3ntAXC_I>5I^<&P(;2w3m8W`qBi7H|nGhbf zs4Wq<1yf;=!?cB6v|C+FqBR>y<@eAml1_b;l+5uQX{qI|8Y0f}Tg&5bOTyQSD=*)$ z35RfmL@))VX==56Q~@!-{UvNC;N0UOkR&8Mve!yK++Z_U8)FwiCYD|N-WWsaZAU-8 z;^6i1#iKNT6K1LX5u0mp7jHoX|0SkjyMY7Op{-U2lA4P3VAA4JFpCASLZLv6)US+(=nAzSzH>ReYm13(M z*?r3^TO+YPBYJxyHwkVZgSQ7P$e?@Q^usiRA}yZhZAoIck3j~_hc zc6VlW@;kE)UsDx;3(F&%lwH9*!=S)Crz-{g#D5U#xBz<@xz&oGO#5ncxj`g^S)xM3 zXzc$)Lnjb7kSPuhCk2j@CnNwYk~Q*)2&x@@rnzENy9P>lfnc(&u_!}xh*7HfxNq~D zX(FbNfvF$T*Vd&r{YC3zWTTQD1fn@_W<|Mg*tvCAT0)i$-h`_wT15XcT4nRiHPuy8 z@e_MvEemfs%Knz7g!nfVbg;UO$08@<)o~J10GT~%jvB~u6n0As2L~Ms1ZUk zs_cyD;?$;$wcuP@81Tl+XQPd&pA$Q%8UEVcQl84T8U-Pte-dW2c@AX)zI0jKhB2$k z=@`ws<#&M#4Z=3!_&_OHsH%vHgRh+X=fnO+MCcuc|P9Ffr|Mw z!R4j8k)_yu)r-4xR3E2PE(KN^<(%VPfwQiPC=m$x@ zKM4X4z&=A93j&MI^Z(jozxUwM_M96pc2;Sv#Nh!T@W~Ae=~!TXNZ%|mCj)!2%%hDs3EBu%I}d}oc3)~ z7eH5#J8Dl+WYMOXLEU_j@wi$BCer7{ts3%fNa^m)uOUNwUrcm8CFwBJ6wC#r_U9z; z2Pr^0fLi$~0w@3}yY^Rt{T}J|AsVeWo2hy!iXQkm{GU3)6|HY`fvJg4HCDdQ0`OBg zo#70;K|UO3t1&ZOJ}yYQF<=S-XI~H}knX&`n#4>_QNBmq%NH=ZKIfdB-X`a0C9<7W z6-Z09yDqpD7wZ>$&)6H_TTFu=3?o|~4JkH5CjGz6DB>_!`B zOa5ret*CoSbrUjxG6(j&Ym59Z6q5Xy-9Rdif)Z)QBEnkM;Zbg}a-`KVFsUfKkBONb@6Zx|$n8`^qQ~kCu zk4n9?xO8CT4gf%#MDPoPn2EeZJOJ4Zu&;BX4s4`1BUFqcB+`OQXX!}L|LwxwDy74zAiG_18+e!t6pVIst`tjT2zBV zYqzpN*p`BJG_0eXVkYUM+h*m(2A7$#*k?YHpi;-|VDTUY)o29eeSxb3U+8*hsh!Jx zwUAYU(v04qe$Fo)-+}2u7i5Khzk#Vjh&`&p$;$V-c36ZAaB2&Xy=pIvUxBXQ3yer| zin|+)X#@=}?^|1iioe}$Esr28SbA06jp6EaU9|Art?tsI)liwQYD2pZ9i343!cq5% zQ1`mjkGGOit+1+D3p&;duRi9qMak04%#yhTuyW@Q|K^k#$I$0<1<|@fbz~YT3A@z_p2^2B?R!K3Gx1_hBNGNFt|bYo!74j z=s}kiAx8lEyA|nDM(-lR1Lvx?;#vRl#lTo`A@a-OIZiqB_fyC3qrypsUZoVhtJ=i6}3J?vunP+uo-CTNb7IHRjCM&HBEJ>wA27 z&`|?m0UhTHULQ*zVhv|)PQ~{sYKA|{l49na`4Ke`ur6a9m8y5EB{0OB>`Uo6m%Lk#j)r1vs;&%P`lKz#wt zQ_S=we~JS5#IO;zeLs~emC2z|{0KGZ2NM0-T=F!a3lrLHoN==}z7M{Mw#Ns2O+Dam z0M3xgI7&L`vgOWeb$ue!1NZ&AM*Z&xxWZALEtLtGe1;CRuJi)km24q7eryxcwc?zb zJ6QrNo!<&%msUDIrZ_^H`(3tPpQD$&P}F?w0Wo970d=z&5CR6~IUzT)`5 zvEujyOi^&X!NAl)3HCnj*RTIU)PP8fJu{{Cm~99foVCq2&jvmE>UxAL2FSxQpOsGA zwME4>f`1QIg~q)Y4P<&VH(BnP&R?|=RJ^CZ`gdatT=*Nn?w}GoS)P^y&*hiSOgIvE zZ2??9Wpfh&)LV63DBtRUr7L1A>wuv>!c;^hsx@*!;YXwMcj~8F{^ap%I9-lcLjG|0 zSvy=v8A=c{?ViH%q&_I7QNq6hi41FC711~*w>m7OUEcnIoE-EAvw|DT1 zsMLJ5T^)G->JJLRPIjb#?lI$A5@L@))`d7;u~7*PABuy+Dt3Euc~$*<(lY#ONi>t0 zXwo3zD#YM#)V~<8e$eAFoW3Y{FykG5?eD%`6V@16?76uBZJufQSN{O5&zsE4X^IZ$ zZZWi!c}a&#>h4)nXzG%*e#kFrnh>#DoMc`my@e5`?CgAxMUpH4*Q`H;FX-Ap%qHC$>b8Gzog;! z#cgy0(7A)>Dsfha8(bSQUaPg^nu(&a7oc+PIE*5a41_y|0TA6>PdrQcP3AyivT`kn z^Am_7xJ_!oBO$6ZGt>l1z$hfc4+2v^y{YR4zrmFBXcLPqsjvhsgaF%6>L}^8IZd+& zikh`yXOV9z`+-^t#z8nV;i|rnrU{vvU-XBtfI^9R$G`N`{YfC~F0{~b-|ZXvT9}oi z$-%|K3zDcz<#4?fPiGzNfN9Os?HY=Ba#y zScl7ELUqT6BI1gQHp30QIy~tw1wD^BUH^!xnBw6|N=oiK?XiIeH#@otOxs5~b*uuc zJXfP6-{e_~7yUW_#^@emY_?_FD2`!$j~)+@J}xUOOIjcf?0(7@mZ? zc4;bg4PX9}!H2dl3E4KP4U>EjMh1&mBQ7ud`pdiOb%x*|=Qfs}|E8jtDyt#1b9cV6 zl4CrCIE##m@)u3J0O)lku^PT^>Zvdjte^+g2|@wLE$gK>A;S?BW%A($AO(WkRb(^W zi_3YO0l3AI>)81(OF+5voyDs*#ozVW&&0PzRD%bTM#0>hulfVIcf=h9P`HuKK!6Z0 zvDYRmo_59!sK}Edo`K&{c7}i=0(@vB_!TL{V78vo+>3*Wv%tfus^_MI$34K%Xnv!~ zQxeFp;+>ih+J^2f{bB51r@~do)~A)ct^zpZT>$G{uH3A!iWi>&$P3WfyEf^NL(xsi zx0wDEh*;`Xu;8ttd$40Kd75YnNjoFy-&+hKYqGac4hO+PqQz(D87ie;o=Xx>+T2pF2k-eWn&jT1eYp(6in{E^`|G_F1%W_487|ML&j6)sYv0?siXVo7u zFS*U-f$o2@cPA_6Ev)>#amf@-TJSuk#Elk2)oqk?bozov&vfvcrtaV7xNb}-x4ym9 z-C4Oc&>S5&yUCyqZnCO8+?B{wQoHG&tsJ%nDZ1dhh<)kZ zcRdalukCVuN(&P~wm$Ujb#b@l|C(StC!n=~Nd#8>fU||e2P$;O!U<;vMo2%iKi6;^ z?WQ2oNr6*od8^Lg`L__tKM{8zDeXSN6Z;Ijuq9z+WK@2*zZkT$^K7woeL2X>9rbp? zQHj!0pzQ4_a{0c*sts}GbGoBEhFqwG7w(`{S=w>)&Af=}F79N@f!K@p&Bl#yF4$z( zI}MaN*bMmjyg$p~TxdTyCRm)o*_l~!E!%)=rHki)>>vH5SIwBzF@#LP)%6C^IJ__J zd{-Re*lU!70;uuG3XLva`k6_Nte!o3D8?dZvb~?8vzZM7;UsI+*v{*4aC$Tp!0^z zkXRh7`k!DzGH?pxrJi!gfO1Fzn42-U5>|AkA3QvTP{AF;xnw6CA6S~;V?05>g=rB1D4z@}i=zVTt?we$^gw2SbczLFx`8X>DX56yeyFN5Zi9Ucr< zk=f04SC=6#UUR+z+8Uzf1$b7&dH|H2$~67uppu_i2tZw{!%F_G%bW8B^F7ELrqACt z%p6a2l%VWU_g}^ashxnF1bqx2d;pWd@RLVNpee?jk87UY2lpYFQms!U;3SFS;DV6l zfUI*J5YEOCsCnc&yP+Sz^b*hm60^9i>9wvoNfosAO)Yi@wau{T+EsR$`K|+g>U{(P z^rLHY-~M7|)UZEyE=4w|6)SdHNZ8R*ua-Nc5PS<$DBL5Bf%|(53INX6%WCvw2puIV ze8F3`U>8z`Jp~h}G1XKF&>X6t`u6$Xk~MGy=q?Q^3Bn}ryfTTgvwQlp(kd0+X;iz@ zM&SB+#d-&zRBwRegy!PhJ?1+fON-N52YHkGRsqEXJHE*%uSXELOZEV4; z&U3R=-6cFt+hJFW5ZtJH6E6bnW?!(%usf7b0FU+Od?@5%f&n~rrGDI&9p|)%@YliA z5Q{As<3_nq)!E)3xLv~kji|H>3NK-_~NI+W{IqNAfH z`?B>bu7b`2>w}Wh7-o8gaZ5JV4fnFjh-nWG&i51-Ek2AId=W)TD`5mB_|#$R31&$U znh0WZ92RUJ$V_7I6={MQYJA}Af$l-XC$)LM$g0ezim{DeGhDw(#L1Uk z=k^JjB-ST4Fq3FOYDmYYzcdk7oF6b$5*Rma4b@A>tKeYn5XYa>M(zj=Ei9Gswbvb6YFC}5z>Kr?H8dI)+Sk#gHIs}>NT3CCZiu(biaX^NR@j2z+28WKh^;7M z{c}M^W!I&*W1Nz}j^Tr6V}{5))hA(-XifOsrIud^{gTPGx;(#hi z+?!KSXatTS#op3Kw4V|fQ0l_YTR>~Zp84(~@SYtYr}N;9;Gi9Y>rS%=nZpu$^A9Tj z^aE1}d|`fMcV~4_yz*vVqD?Qr+P+y&T4|hray7CroV@O+bxRGfmdhak?J}KVZ7~)= z`9GX7?jcyeObqo_1apJ+^vmO<%aruoTOlp;oufZ~_{bPP30g+c=0Ci1!nC#S~IUhcO)%fHpB&`2h!4n7H{k9N}+Mkq(~T$_43Y#7X!k{+leB?oZbTezm5kKkcH$a(YwyaQ{k zu4hDA*qYS1VTPLmH5T|@GOZ-zB-LscbrH`@wO$bTf6782DaC5c4x(a+US@J}i>T$u z&rXT=W|NyQr9In)XdX;>qAdQLzRX`^6(Fi$7Rt+_$4Y^~`e-k_&M-ZIK-qSZRUbaZ zR-FRg^#`OAG}mGrq%yTRTvm?)bObrsl&GmRYEKEVGu?!4s6Y_o@+w8X9GR<)>1`NX z$a8A@8*B?Pg8in?Rc+WP&v(^PB0zr8E)pz*nfb}Du^4RkJX8~3{ydG&LEMyyJA5UE za<48m1uaw}Pzx1267vDSf})+P(bsv2ATbnI0+d_&U0mXPVI^(#djo?0f_hD7qgNFO zsTu?iJrA+UQaUdtJ^>dAY7!(tUi|l%Ur5>(uZer}bi#f&XOo-AC0P|9K2V>9@leeB zMpgwfx;2l9uK$?G`O|_3Zrm});YJTOJHfOlPd4GGjqzLY8@Gc|9vm{h@JJ{*Wy&{x z%%OBykd2J%NRQ$+YO#Y9G@QBufaWO63&9_A!;s$tefZ3@GI2KX=l9nKTUkR(*WHR<@S$gR=iuL$%wXV`X`HK|otFQp5caQwz3No=5cfp%Fu zHzPcb5FAsZhQ;@|TMHEjnE2jb-%1+wp89BoPcStK;`j;99Kg%7LC0R-FNalsR9)f+ zc|h7HR5X>a98L;Hof}+U8zElt|96+I{u3Oy_{v<6xIbXVK#RM4++kx{ubgw@Lq;Xa zG;g%DBht<)FgGM#F}2@ZCw)Mj@H0KX6IK}?p}RaPBl!|DB9ruV!_y{KIZD6FRi-8mOP$n6yr34=)Dj51vs+?vwbuws)nST#Rpt%5ZGsUK@@+>8Z6a~Tqs?`-=115*w> zo8MNM;GT=PT*usFKc!iY3R*KucEU#o#rA#bG_s)QDjga<<{-~-+{F@1h|stC5LNZk z0jLe3Beju^8A)C)BzpkcT-zM~zgM~2IlmkCin8)mkhS(T1=W$=mDn?_olv>s6=W=h z)|-xvrP*zGYs0q=tB2%!{h(V7I6+w;9zD&OWfk+6oY1kJwH?ZzT@@aayzO_;IG9{w zl-S#Lqpan%3NGrOTHDIt;r~RU_Al3~KrLrw_r!C|O zf1LMI8qKfW)eb6t4jLX`GQ^G0n6h4m@|++XVS*hzdFPU}>OEnu34IWJ8{uwJKCk*9 zq#u5FyxZW=>Km6H&=tYXi0$p|B>)tmzpi-V*9ctjW^pPrxtfQ{*^OJrBPM!KB;}M_%Ev!4VSA>Kv zBqt}=)Yr>&mpNH^{d;8=jxB*1)LOSrC(6a8a;WcYZ_hgi#_);+op~5rY+lZUB#{y7 zEO}R;W|869i}g^-(A~ZKKx=+d;~Y!}bSIVGy3vfjvJ_+{o0J{3(rd>ME|~y0O*o#H zV~2r~LOBc?KY>`sMmdV^qf)Mu#JJ9+DYKD&FinXj1*6ePV%%36T<@4=39f%;%{i0f zxt`G_5U2ku*W#35t%|9wb=SRL44ax)vFT-Au`t%%rR|#Xjg_{z4yBx#f$j}?M>ukP z;FI)mgbs0GI-n)&yFNMv|K>ws36gpXeMOvm{muKj-6eLDww<6g*=nmTypp(bf8OdT zn5w|@#-a1}m(4fdfARPm5Qz}A^2qBGyja*H~nKDSoq!X)!<=hkFNIKD^^~+eNleO<`!i7&UcEz z_*CtpM|&2-A>`)0qkfs1UlK0rU{opSD#(KQ1+pOYj{Kpd z&r6(eNNvhk5UzWGcOWt~ zgYV4o>cidY|=26e4y z#-^rB_E+tjV??5{Xxfd`N2&uNQDH*iMjl;dr0l2LWa7Nx^XBsNeXp@K}h5KjiA&un_rI z1FW$I3d&|muN97c5Uh*z%B&I&Y`E&_k|mW-4JNG7pF<+$07DMkjPW|yR%YYy%vr6$ z<$Thc;Yf_*t=xA3>6nGj=OEAeOVj0TTUAP_^$0Ts~VsWYGs?S!`-TN82b2Kk<%}1-_Lje31GUJgYu_rlKGGg#S<37_qZW%(wZd9OxU#)x zO9iDEesT(^Wnl`)pml%8T}KAyov}JqH_cE7s=NVHfhAPw(=N!8MiVZze^rzvM?cok z9SpZL>GRn!uE-ZdW#;7W{rJ9jY)jQA@lfq$TOk4BshX|Q-IvY4S4nGDR;lNU3I?0hDgs8uL2VjM1bcNr6C&gL8`kYe z-0$KE?nN6dq$pf-kpoJa!Z_YFwl8LYTFloLnE&~pf^vqow%pHyf}Vos$rBb#sawt> zoR_Cv{izrk7-nKq+S}U)u$a}1EbmF9CgQ){LdDDlgY!D^#n(~gCCXB1nbzf*p}D`S8@bs7(+Yp0ldGL`IzaLg0R^~n{5#$PS1=Xi-glSHnqwTOSge&amyYg6kZ(hPs0GQ_6zdV<8{F``9e21nAi`-%qT(*S+102$*}QopVwj z=MHVN!*w&LHfv}B+;#KaVst}+y*v=|kcZ<-cE268sM@BElFW?r7bRQBa)q0l5PXQx z$Nq?W36RpfN%ZPfax+e8H-xi|Rexzm$Z}=Yf;nw22_i2qFYDUEZI}X(t|&oWv<|2s ztheav$VgM=Qrd3GPxDoSZXR{61HwC{lEhZL?rFa@QqZ(`C(pUD^E4mq7Yd@k0^=%O zi~3%-ed}B7Gx==F*cOkBioVRJYlKTX0QHR+1mNKLijoV*Vu(nGd)DOvWfn?y?ql{F z$cn?mFeesvty3FC+GV&jGf9&;NRv58Q~AHndZ%~%+p)9%_EQjzrpdM0-%G>CT8xs^ zw@X+Ue-_|7N1>g|BR=T~ zk|Y#Kq9>Yl64%f7S4`|9%5Lv- z9snwrzCDdk9DnI-0t9ipK$zO7ai}x&CE*$w3y)H#!E6M7udGAK z6+RZ#fa@Cmw-TZ?#qaF8`k?-N!Uquc6}I}_(A06Q)_b4ZWF(7A@L72+2yEP?QNcQ8 zR{nK-AS{hDhSZ#t#pUDOQ*#6l-5&66YNb=YzGct!WHqYyNJim>7%V(UFm=gIeIf=I zspFKOZ-a)xGX?>a zr#7CM@|tBGpHa*>J(IKbdBQ0=37_xW2sC!_CuImp4ZH>;(w~8dRQFU(S^@J`)<-fp zz1b-ZT^x*etijEeX58ph`b&=BJ_oTj@i|lX@yU1j^7=}{(1dl6iqDHgRRf|ORV}jL?lmJ|Rf5MbtnloSRiyXhq_IUEj^SB^H1YqZ3Ch8^_w<$C(C*eaWuXHkS!a z!UHHXL@auj3oym#HBx)C|1N*P%r10`utuHQaUG7J!m~ek355^TSg%Op`PuC(qr7l= z5yii)0WB8%5AY*Qlioaf#7!z@cf&N31t}RrQr2Fm+$!-1PKfCzdq(c&@vf>3vBrW# zOs^2?S%q~hj(zF4i`sjZlCz0@G&Tbm^ibLkQNbm(zGRXw7OPeW27D->{$))BDU6nu z_U(o({!|1!laSA`bYd+bApv|)Kvv)3B&7E$>j~0()QNT3f1`csMqE~PcehsG^{e<= zIUp?WVojn#%d8Dz&$28oOF~cZ8+(*yWHFQq*1-7ulrjIMT-}PYZ!eeJ$-m@|re4F# z2e~{4^RQ33$DN(`z4}d~jS)^Q0xm>*zQ*NaO&38_PnCi1FdiS4Lc*NIYXed|h)gVX zedlYeY4&VE{rrcdQ|FTrza0(Qn7s^jrt~0B%y4+RPNSe0`V=hn3UAkH?=!N|VyNt01JpJA$5Q*G zz9e!QGgh=ii;v#%c>%s9v=rP58`m-hoFi-lSbJ6A^fBD0|9IT7b4r=I$j%9vN})#) zIWZub>#*ntCIQ}y`I+dkGYxuAx6{`QJL*y}SOSuI?&v&kCA+^2cox*otkWpt!C98fRI~M{r!yJAs)q%DwrSQBQ1m-AZ0q4mmKXvRdV)SAYD;7}n$|ZR3<7GdzJxXyhlQB`P z3~hwUzwS%JcSw46)NTAT>%fL(@l99)AEItD&=frX*uumype$CRaJ}fQtUb7%)e}G> zEx$IY9ZNI(DaHyTi`Z@1+p4~$FF!(3uF45aCw#_k${yw-9Pb#3a{g2BF|Kmp5534A zeT+BtNI^KNka_JE@wK>Ex;6&%Y+PP2VimeYY}jK?u@`MWS=^R0{ZgWSPL%5N=?yEF zizkmv1vdtZ^v2WA{dNsl49qITh2H%e6|&Ey{@Mrp5o6?2(DJGlS&9z6NxFzdeuJq{ z;Xirp?2QX5(4Ci#>yEzj9ifS@RR#BKp1yNuW_Vrn%0D9VO8rzmN`emmaEC%DyLX(x zx=Qyb**?B7;S~6A2^*TS@{>mfi1?WGXQ!Bcbn?4TTnFYxcBJ^foA;9+JqS%Q?&NuV z9ix*LaFe}@&#j0u6a7CIK zIRYqT`fYKHm&`3|{3{J-xExgYq6&Kmk!{68*(Q7r_%P6Tp$60>5Aw~+V`p-jxIWfi z>gvhGyC{0^R6P_Q6f(H7LRX=}&QU^yT=KU9_z_>8VDZk^T&R+fai7Mc)zIyI5Z-Q^ zxr0(o^cuepr~U#~$S*IoJvP76Q_bKA4) zwzPoR-+Wu@3$Q%Dx^7eMyI&-T&vs}N0uec)5`<*)6cx|VZoLf9 zEOf1VHg{HHCQcot@q(`+yeAhF^%^U%1gmBn^=}&ebvQgfP28XjkqL!sVjiv8ZXLNt zmb@Fg2p0Yn)X8_y6NR2^u0>cM>+D*8)?zeIEN<b0B19I`fKre88yVyi8+6r${ z4rKp6i13JJ5+Fr3%@$5Xpql(|>c>ZYB;mECK3guya5^wpiUC}!2X`;fA1nGcPGvzC z-hEkn!N)HtRfO5h1c8XI>BsHO=~cw?4)aU|T~Kg-QiFDd{^LKL{7?CXdzcK7jW{48 z>m!kq!up{PQyc0!Fl+<#6z$&H45qsYfl=9d{u-kuv@LRR8^|Qcs6(UZ6@QGP?|uhA zc$HsxO{()0lZZCEzBbc+cJ^&Z@mXWA;NBVT5kAd0fR{pFf*0 zxN~f|*597es2}Pqn2^>}**V%h{_8xRm-P5K*8^f1Sw9m?x2LXIXzFUG@$MuG-gyg# zHva#V2 zA#zVzqp7k|I0z`1YP!Vo?1u0XHDT_W_YoF!m-Gh^YZBNWPzUN$WR zF^f7BhI^VgzEHb(FK@EItn;_z%n?7~Vi+T3_PsCias6MKtH;)6=`^Wx2*|0hLR`z? zhvWgOU5S3LU171|j`@9fo4YwTZqDcr!vz|P<>|R^N0JBPpoy5X-(@IpWR^jFXW@cPhpbAY~MJQ-|H&3ZPYxlLoM~&N*GvYURQ(C zN-8kLuJrhv&bn4AGa!8o{yq;9wS}}Z@ehTECU%jNz*I8=1=(5h{yFawR9oLtI`Pku zlu--8kYeg}t+1r0R-$ODO$V$tpiBnlXR29q4^}dZKjjhQC4CE%*K@KY2G-g&DWV|) zq@Jm1zL$|+TU13oHhz6NxB!{indQfvz`^vxQPIin-4h>W?>kEQ!)-B1llP0tI%dY4 z3|i7}|5fO*34O^#!$!%l{kS^bj**Y2Pz(>q45{y8#ehC%0H9GAe}@gtGX=hmTAX!n z3618(uMcc>>eFq^{=S1@3-0BmX8BoKW!MN9DP3Unw#c0|qeWR8QI;bN2M z);^+1Zv=cU6IETamSu`t!njQ8xJy1nWDd=@-*P6b_?&^yV~aeLpE_Wx*X-Pia-AT@%$$vsfkw-%K~pX9@)XdS$O1B^UIHY& z>UIRxQ{e3smZuz*x?j=)SHzHsD(0pl9NUl1t6vh^Pm1a1vm9NIHLRP8iayKB%UAgL zLSy12BP|im>qdL-0htWnv$E!Ew&p5vD$2c%;qAp%~(xfKqwM1 zu?QYI=;TS9yY|I2ho47^egW$QpNYzq=@p&=9repG?_kk`PYt+o5`S3=s{q8n(zVSx zj-ACeh%Js(i$|kHqmvY|C?fE`r?SCSTi78-KeN;Q1ipO6J2fM(X=su?Rx`g9LN9yb zvR&KG@_ZWHy^UK}L6?_@{kI$(;=u`FD}Fcoo%E78Uj5Ksv*cQj*|yKp;BLx-9<|6< zq4?+=RW6(I`8@Mp?pnW)5-Ja4Nq>2WL^6KWHEKhOa!k+sX}$J7J@c1^|MfJa_1@0Q zMx*5p;7v*b6HVP-`>N@?tog2CfGE*qOpcy1Ki+33WC#}B_^2#6o|(HeMyo@?^jIl8 zg$ggJZsFV~9^%;t)-FjPI`_l;+&n-Df?l;ZH#WtZ7q9Y+70yo&Vn{*G-Y?elp044& zdvqxMbFd0RkZuh7vYgRDd!CZ=EHXTy0=^oUYQAYTlfmF@!R92u26>dj#@FD6d;sm2 z&5(em@KgqT`KHxySud<{Xf*2wiLqZLR}SW+5s6wIY{?T+CH(Uj<$`a5rGB>~XqHvn z;@a#(N?6{%ZN&~{j7DGDvNIr{&QuBDWlTsE`n3+NAn@0Y(20dxzNMvs!q9&Rs;&tc znri;Y{2FOplf>++>iahmOTZL9r6`c8;87J_Zc$f`^uLu^GMB=l55FY`& zMxjv^3tb`b#U*YA5Wap|Pko_1_gq#p-H%WNxx)&GE+BsYVEf?Ii*G%vjOD!VTd|Lj ziNDIL>TuPKvdEIpw!cbmNTb;tvSK;lHf+fC9_uqub-}RhbMzj$z&Y5$ z^BCo_z+rVlL}r#<6W}1&l_N{JdQNO`mG0S)dF$F}Qqf-dYt&Cc>U&GHR#D*E^V5YK z_?w!(r4CB8Aovym7k40^4?RphR}wLjTC}1UV10nl5!)_F(J0G0VxcRYa)b*D+qM0Q zOHE;wrZ|k1Y#ulKf2r*q6SW#d?j)jNr!OXanJ!}I$Qrv#@KKYYa}MeU$A*gEk0kNY zsdSK=l%X**f1T7>B5b9*S{Vg>LyHHZ?I6d&>m_lsvfwbI>fYB^+23aYT&!sMLqHnv zU%z>CW^{D)j+q(Dg%i*2#$j~o>~y{U7ib8aZv&VQ1R zKuiAr=utoTouO@-qSfN;=h5CbCOuQ}`EX~MPJ>b#yK?Vg__Si2f9s@AAnx`k$IQqX zpFb`O(0Oqbu;mdDGYd?RuW^k^re(2>Y-UNa(g2Tu4gx@{YKWm@MUX>(OV%TsMSl~S zw>PK$x@xHJM$W|1of#n2a^9JMl6^%fvh!QsLS~ z=s!wMeZ_r+r=)SX>t;83`fH1?H<1^&cn`ox|FKy0 zH>{8TN+hC=MgtV!PD-Y+C;R0{=ALJN!b?CMObjGe_BOT++Ptu1+V(klk4(wy47L|D zU2&?@RDu2l9)u|;dfx;xZaSy z;{8KhM!mxKjP_{e|Dt~Y3g;+&beZ`?^0h!gQ;wpIz|?VD+Mdt0+hz$(P`dFYG*^_F zl?ENU8s36(NZvK3li99A0r(HBc5zNY{GNINpI)AI<5dIml&Rb->*obUqTl-;yO?Me zq17!S*|yHPl`irtZb2UbU#}4Ix?Q{Eq!AaC+$aQ#Ik39MpzB4h3|H*4^;EiQIFv*$ zO)MPLYU>@nbB8#G#ddRm7?>^LE2@r9b1BRmyEGo4zyBvWI(ZpC<2pzOJI!6he-W76 zqpMU}XjN{tSDtX<0%XQ1fhOubAt8?5-~ieAt4cIx!s8{2eQ$H3UqE)HJH2{u)S!0; zKf@k9*THzlp6h6Huh4GsmZSguq|oGjZSZ~B?-E*HkF3!(l zEVh4<+AF!Rv*@N7djrF% zJ=RiD+0VwWDGu*`=E1)XF_~4_bq}}UECi4j=TFc zP)54X#F_@63oMS$HwK^MF!p^C{;p{)yBy*cId`S1EgXdcc8mH%9OCZKS1}`cyTW?E z+=wFrDnj_b*C3!ee;-dXhys*d*RnT`homFUV!w*rzoYefQcf`B4>#n!IJ&`YRb9sz4KRRyiH)?~J@#0l`Cg_#f;isZ|cbq38jB6Sj zZwf9HkJel;enY@fwYOqD=rWna&3S_eV9eCXZVxRb?$EY5U$|E^aWT<`qOv1%w%D93 zymo(HQCKFH*_J-|I#A)$$CIjnr;Q-3kG0ljirIb%WZ^5q(Inj6Llc#*()9T#FBL_c zO8PbouOB?|<*-B&=p_qE$wh%NrGJQpD;Bmf-X~ilgPDd#K}8%?_LJ)W(;A8 z?zf9ldLB%A4VFFU!!9|050Sc*r*f%Bkm6pr<+y$iJk6?rf57h()H~4a2b{>PDHq7Q z27jIMuU2+|UV@mPo-K=Kk+8r^f}HwJ{MTMG zAOH?0Mx^6hrlM9LdGF2ZNBD-iUYH7(X+n9CP3KI5px0jcEdvV-eiq2{Zk1kR%uR=L zACe%=iY>oyMeKa#(yifo16}|4fa<-+qjwJ8>wIVt675M&>4P>5s=9Y}-0loVEEbg} zS$M;TUuB@{Nk^yue*4yxzJXUJ@Td-!o{G;~WUg+zJ2$%x5_!&~c&3|nwKK-Lb3+fz zp8;^9VbC~#79e7Dx4aFuybmxf9>B0k01TwZJ8j=7%@N?kGdv}_{57Qyt>}4iZrQbp zOFOkgfQd@nvE56Ef4)B0Y89;s6p@8i5{#WB(bSH>5PNOKO1BG2-CC5!s_j<-- z-{_|i{u}ZCK^$PaFWALqkiG4^?0mR8M5Vt!qbWf0wzF3W0?qVQ?e~2tiv#WbLuYt+ zc#t~hU?zm<;o5~kTM@scKg^(MzG_YiQe@K9`a}-mA>%2&bV@4 z^fax?ZOCPN3`>%}-t)foov^xPpX^)fHj*9%<=-tSc-PzvbVAm}s)i76{hI)ZXaFkzhSr#2I8@>3m*#7FdYYf4zUD2` zH7Ip&vyHc1gRf^JO=J_nLmf}B0MwHP_q(Yx9EFK17P7U5=ZAw= z;V?Qml_R`3UNKy+JUD%--1yES-$@Se6xOez2HIZ0Yw^PeyNfv~xo(>a)-~9SbllMm z4GmYWU%v#f+=Lfmq=oJ)*7QCGGsC00;PbdxEizw9pwa8VJ$$(?d3O(g&{Bt;iYK z-fR&;c^Fc%RxY@p4KE!QnnWp>Kq=gD-EpJ+@`~<8 z0J%m4gQswz&CI02$;gs|--0&;8y3n@Y#+Soq^fiuh?XvR%g;P{ z{Y%x}7xO_Yhx`r>I{@{~D$OpXjXv<#&0;fm+Oi*H1eV{sH!RhE*I~uLe&OS!j{1~N z_N$D?6CV!tcQXzT5AS*Wt1&7)t1^2YeX2YH>J|ft!Ua_)5=}PxTWsDI zZ$=VJvZ?<;UGZ-~tz%K`v^*6{Q^x`CRN*eV4eg3?^v2}2HeEoRAW0>O>kRxvSZ^z& zk5l4YcW5bT*jjYkC19CFrI~N17~~ZZ;PuV)(2dHwbcQrffGtPx;@(tbue>k&>cgN& zom9%n<-Cm~Uf0ks<4cXJ{#KL1?>4s(^`h9amr9ls?rcmPhCWeNCHU~QXiximksZqqt@lV_Xg5w7;d$7(eoG5o#J0z7d;!gJ)=Z$6r<-dD@Hos0Wm4!w=efP6KYWV`}G~T5%RD0h}&q}5ueFs-#Htoy75WWb%f2$`j z({+|mRDt~1*%-pMmiqY}Ax$y!g?JBp^>U}E`gf%~hK_rUAw5+!xqTN_G$puHQ2+@=_Op28^tWbh*WmCY7u@%sxA3B7y; zq)cz@C4q<3^_LthTnzIZ)pcFqcZ@t^oFRZlGM~}Za{vW>i*p%;L}m~^o(PfJou~gy z+s(Lsy-B+d8@XYd$&T;R>5`$B5R@T8vYswe_0nEK~Ky`2>IQ zF@QG1L_|bHEV)%}y1m^X-9(OBSh?vqf1ns_@s2nnOMMcia(_$}bX)6VMQnIvLb+`-s$oQDv=Do(|Cs4=#ZF#lp7*`p9 zyO5nKJ>R``%8&oq?f#(xJsPu;{_fLAJp*XO!Bh(H7CdL7jvqQremw4|v3J z?I7XGYP6Eo7=Z^+Kf%n1ZRzV5J~tmSsR=mv_-;7gd@jh~JA!8G? zz0*~7y?m5%aSH6GNmN zKo7bbhB`=mz9J7zLNQr|Gdvx7Dr7NlWR4qw;3)tRb?MwH-o9*#4~4Id?I*pr&O1@3 zE^EsEp3j&j)6&wyf-ZOQWQ^NPL-_<>4mLCjqAm9I87%wTAX! z21=5H?5Bpb9$h>!ph^LNaezvSX5>db_u#KN@VDpZ{7RSU1y{lc!(2zrV!$Pvhppo6 z+4QPSx$Lc9M!Dxru12CWzW=#Xxhe?Tl8d1KpcH~*qo^uo(lcr}4@NjG?a%LHpGmIv zlS9ePWeuMuO3c4ag`_o$8crD3n(K7$m{2K#EUDUwsv9%RMbNuYknXj_edyLh@nOzM zw0+)`o6pm9WaG+iMYE4Z`2NG>m6y=l1%V)rDsf)VX_}2$%VbyX-<&`S ze+M>y_rpQ9{}DW^el~$>-=uiGQzty3r^3x?Yj0At%DnBBg6b8in`%hBv4C+i6#% zzdT0?-3w4x`IHe2z*+G{UO5MXNKf^DN9rsEpJH9zDgI1nbI7l!dEo}6`&?;*7n^v0 zyauzTXxR6~E7>XJzDY8zf!gcPx8twC9Fh#I#(~4(TMH)o^3|59=F`Q0%$NhhA`bgP zlIri~AZ0}#`}WLkGZf@^lY_I1T0JETOVFyJDNBK@D zL{s>DEn{mOI;^Pt6kPjEKIngRU3Way?fZ|&E}P5~3CWCvaFP|78QG-FjO^@_y+5d-8w6MNeuH7oRX8J z`i-$TZG<%{w5+&QgNCfPURiaDfmTUUa`NFt+&KFDJD?KjCFbvTA?P<0giH|bYJ4av zv=8kZq13{%EOAPuw~Rz2gGTY59c`#DG!J<75NNG*5MHO|0y$q0QO#WMl(+vST4#pw zLJu^eCe`=O1n~Xfjx|$(kR;)cHziJaq~%=6Ydk1f8eV*ZC?1#(16on@arE!2Htz>D zQC4W4MY*bME28ni-oWyjgD-fj6G@B5W*u7nNRU9^u6PewZP#_d=x<$3zj}+$1Lr&_Egd5GGNk>V9x|{Yf@AL(*M5PkjY-5eAP z$pAm{y29bBw~B9Mw(F|CHll?>5W@fn3J8&ZXUEIw*sQvSLdyb_tI7fV=c!ZVFk)ElKd%3;8@Qzmx$TdL z+nu@lx=}OSMJ91p+{+0c7T%-8Y0*Y-Iv8;J>O-*a^UN0l5aYdyBvV6JpyPJXBVcoI zD`%R+DfpkbLU&P#uZ|GUQtjo9#xpeB{f@)c;K#%T828U#1$91u@Y+-k=ZEQ%37-_~ zhW5f_6++8xs4i-bf_CL~+kkWWKm5wcGv$#Fi1bf{3Q5K~1f}-=GH*O0mX-txWN3?TdiA~OAcxlyNksn{p!Mr&jN%&* zO0aauvNTKHsNhRvmalq6OHu*!<;duI;)fb*>50>WMUH<_8*X20l z0;0A4*yAl|L{5?tzxT`qY_~@AjgiBMtkdNt&7#v6OSnsKE?t+8M!S((x$rU*zJiEnL3eKpo?6*Wx*U7SM)LLihy>GiYav()#DVUE6(=>akxur(*Lg!7 za!Z-81F9=%b+7-fT=1P?Xk#6x~e0eJwgu6_$_eC=zTuuF*Y62VVC8 z)BqI)?WO(Bbsx|N4?91B6D9K&v*hQW)|r>8`kyV?%|n@8J%BP$J0>XizO;`^?AF3A zn_`dbkhA#PMab3yDI9-bgHPYt=ZZlr0%C?&yj6W}D`&YiOAp))I|~dlpdZr!9;>@W`}HRIGtp~ABr13UIunR_=O9U-CGqsZe&v)l*_ zs{zr6KiS~baCCH39^ZdfRQ5-Rw;q9bs;wUj@`xcKIow(JT@?>)yXYIUz8>BIxOtHc zxARze$yt9nV#Ds~ayxKY5kh+tsy+W!*)#DcizM{sAiB=Z;ec0Uv_N>kix;5&DhU9u z2L=pM&Nt-PQ+YnrKUQ|HZ&gm?LH!7H3}gct05+51YNi-`wyW4AT8^)$eh@)^U4=6s zq?PD*6-MHYlcyW7Q%U%(O~|c9UvH9kKY8+`Pf#X3J)JzDzgGPykqXI3y4JG%F!+V0yxUU)9KyCKUG(Xc(Br8UZxMxl9nFyKYWXOlfY`DgaP86{Fgv{!^$ z3txo1zn`ojWht4xA=InHt`u&QmNV*SlVQ>?gQ%=LU)s};A$wHmdjSDV zUVHt5(KXWSNaaJ-eu0X_V-}Endz`Q}uU~)k$fYNJuz+W!D{>8cUstpsGA0{vE*KYv zXo%mA_3aQmJu(N$sarR1>-^JZ1E+rnnF)*TtK6eQvF&GG(87jSzcM@GK{5tvU%;_utThHSHQ%@u<);f+mK@0tej&NTZmiHn!!o#eH;XUGwr z$hxFhKXqBsx-L;_S5dSZ5j?J95mpF#AVxT!T^vT-X9ue$hy80fKd+5My>;y+nhMD~ zl0(PB(ivtNi^{DP0dwg)Q2}O_MVzQ~8a+8*THED!V&B}%d3OIeQLa+*5}Hv@lfp#Sp(3ybH`B=5G0ri z)}tFQ=RTA=LuTK7DC9g4sX;cHk6?o=!C9yL^75Jep?p~14ChPk0jr6$;2wh;mFv|*0e zjyomp43(H^Ax3?~4L+dzcUk-(iT9#(vQVo^ZEpwRxFj-}7>O=3UWTYyW|wpK`L$WRXJ!0$BJ@KRO{g zVP`extHah3_d&Iq4{r^6Nv7It1qp70?o7(O(~1Qw%|?J4BI0f1M++OQR#s2kxKMoc zk6tmvm>VY7A*zJXtwbie5+7~9HmlyBs^!QfjBCUx402OwbUkvo=F2i_^|QwQ;Ld-HN^2d3|UiuKMc_?Y%qK#U??Te$XYBmN*o`gl)ime z6(d_2OpDss<@|#cPAgaa0NVYxWRdcoZn7N_B;X`X8DiZd^8oFrO6*i2x{^PnM+E7j+Z$ z$mrhw5+tW%{!Bp5y}YLdRIj!o>O}pmaZ!IAB3K(nDR?Y-!=R=Ro>s1A-f1ga-5Umdsr&MlzTi52L#UKG>^wI8u-}p16YUC`OTY}6 zlaSNvdTS@PH-ufvofNL&#NsmqR`LU8RX%OF{$D^B!8I6+;90h#KPFW&r94_-qA>>R znuluq4GT?^@)@DNRAil{k5M2E^j}X2_}_e*yCs=T{Q4=k#yHVQ9^=$^E0&8nK+P9wm+aUaAy&}v&5H`|79Mf&B^mD~lb7?1F zQ5j6dbZBjpajm_L+@v^!NKyZCakIhnqK3eM(^&KQ&XfKxe7O}6HrrvG#G^I>ojJ8r z=aw~rGOW9#p#a&(RM1Or7~!uW2Y||0yP-cN0pb`&sYe)<_DUgklZTa>_gBE{2uD1SeiAUsyOA30C zL!(&01FIc}N1#IfyovGO(gGM2fDUx4T;dC0m_pdMG$bLn88w!BJ8WN08daPaw=W}B zCY3V+e>S=tT$eLqaWH~$Q_OMOJx^xC8&ke`#bI~}oS4-wGsnxE)naHP{54CRot<%v zu)%cYk=KKudB=wp>rrye_ngUqzb%2Sy@XKlUqP8v@iGM@S~^7)!!NbEeFmNtq^`0V zbRgzYpCveX6`bV&F`w`cz%9>`{{zQ`-hE2;OM$rZo>=wHI1rd)XY_6vXb(}f0R}dh zZrL_^7+*hf?814e>=r}QQ8Am<7%M#k}2fmEKzn!9`5L$>d*TdH$ zM$Hjx$@oo}&DazUl&Ch2B*=*O=JjxCQ-j6BBQ@lZVSnK<1 zGOw=){ZIN5OkzM7E>ddhYapIH%S=TRd)v(a&TReaoR{k4$Gyf;*Im%^0qIgh@K{FLp zF2I$w6j&}S6?Uk3#kOVp*K2n(aRD8dDhH=KYy6d|2XAsbNun+7_+Vt z2f*?o6_l74~TQbp50bA8E^^H;Y1WKEdg}D zLi!c*FZyT)qu89Z<#~>*2R@YG2`NLA%}jPRpISe&v!Dst!0?5tq8L>qbd2q=HXON~ z@-yGizt;iUYCs7k^^1Fghy{?pl*T{K6^sotXl{oe70RJU`tS8nHOW<*;H!?|S!Zay zEQ1uayCDjR6Pl5ms5zYAHMp!CFi@ZY7VM& z4w=TwNG(><=>i1Vr5=$zzX@DYM3Df%Y2H=0n@#D#RPl_Q=c;E#&sxs^eXPqjE;dOQroJr0&wYpnmNk55ZVkocJC=a+}%$oaJU>qPK1vYdk?iMa$ zi8^)z<8Ltl_1lj~Dmh-&EaurfXVA5RYR{$xdALy@rzdWG*9cha;bY6af&M}fG>czr zXxlSm6q4#fzE(Bw1d;$@7{22F)BlKg?h7UDvU?UEH{~XE^_6+2G%}eq3i7QIEAQJT zj`7$h6>N|q8mInK(}D6Fc{uNApY3Q$xmh)4=c)E&^RCAu>cd#`>8t^dFGo)VAF*@8 zrZK_bAr0ko>ZNuB->~ADgzyU$mWjWM8*z*(ZDd5&TBv& zh=TCtuLa;L#Cr|ob4v?SRB-nYf?}onWFV^=u=)M2tIzF-!fZpR)`r&s<;Kny`=~+Y^ND+o?ko-HiS9e09wE~Q<(AzZM?1zCRd;h=g z2;%WKr6;=DzI`Q3#!I3GYqMkGwzP;=e=2CP?vZVeWS*5oLFq*zjZ}t_rnd6Z?bS4e62lK@mr~Y&lmYrT?KE|v4h~H zXuAn}k^C%@gK#Fl-OU?|eCFbab)h0ac|0wACInC_gkA4pWV7n{dgfwUT@kz_*Ex33 zw0=Z=B7r~xF9+ukVo)%%0cS1Hw68}QHu-ZLBt!$ZxvrcK%>DoKU1%fv z`%JT80X0?Zxt1QaGBf7V+4`1k;w0&F__XAn)8}~8WrOnhN+ln|HyM@!U@E%5i|Q70 z)n9uoT%qJJ6J4{b!?}A*CiZ2ctgtU5A?DMcgWTOtx2Zt{3R*AO+9VTpk^8Bi6Cpq^ z={JgNbN6&XSK8fiBHzQYkK-}>s8S97lXvI!Z&$eDlkC-vn}A>7Wu^87K0z8vWX z+MQy29in47Jwfw7%Ot$N>E_h;E9n~irKhnLYq@mRNoQ{=>&n=T)=OA2GM*rbqJ4i$ z@I>T;OPAIu-J6`oZ#Q76@m4qiLqtW7lGMo3K;b1|!1(tbQmS8WY%C#srPAW(BdkgC zU1s_^4T~)Fr(_ov4B?0BQQXy6^>$2Kx>~{R2#ZQ76uRdlH^ofP8zUn zz#nynnIqP3)hO2<{dz_%6l2+OSP;AEE(;YrruV}uQ02W|AAc&?KX6J3YTE|Ibpoib zaPsod1`EKBa_<6cX-z_F;<|6C`H^J(x}OWvqw9~)k~g0q>sqFFJjM?i)%Wz{qp+w; zodvKMTmLau5(zny-~*FLYVwUcjW%MVuadeAKs3L#vmQ;^Y1xk4ofnmvnz~IMVr!Y# zl+{wL?1f zsLGN94d*QrXUw-GG%y@YP+s3|GF(uXZnfqPb)FNqZeDg7@k#Xm1;g{+UZ3G3Ut8Gg zuaLNLViQCedzQ04mjpmyL)aeQvo_XORZl+R9md6eVg69t%4`%tbsU^Zsp0N!h@pGkQ;rwY?mWTWWKC88>D%w^jiZ5%p=M zYVg6SXOFIJDmPvT!81vSAfZtcJa7zi+P4{uf3<9&-?DjLaHce1*60**#z!{B#e_l` zmutGzn+yNlBvN|?MIxZ)Mz-^KF$_(4fy{~inFHV6klbo5OIFqsuHg2sd`T<-b{xxL z3qMpcySFGiV4u{_a8{#94ts8v#(v?XLDj*)5Q8exZQwgdRSv$XN1a_e)Pz@^Ws0dB zBuVYNzv5GUTt^2T`*sK9LWYZ=oPU6gLbTM`D4VXX= z!@#43?vAxCzE{e9#XGT!`72E|l$i9l4c6YLzy3>*ft^$<^d{qZVU#1it#E*-MzXX8 zZdpl;<#btGeb1(R$m?n)?{dz9W7!hm0s}ut5{%MV!Ozw?KN^_nT)meG(v>$5nX;Vp z3IPlPM4OaR-VwJTUUAiOK>t9r5W^n5O?^1y(@BL{{e}?}ZudcIN1pfb`>#PoLRg~R zY!hWWyGuP?qTSGv(1K5%jg`6^7Z!H>>51%j2gRa~JGu??V&3ge>VNa!prGzP-B!3= zL@-bN;N#0z4gEHWr8QS!2#}+?3{F$jR1lV01ZQpPu@~+vna}kB%Fu~uU2U^^Gx~g% zAZ~qe#OaeF(rxn(Wed9Z(7)aYwT6yVw5gFznj zOQ`T7n!YbbZ5G}?1rHDtO-fa}>~<{F=%qa~E0V%@#-HVcsLwZ=e|~lY7!@t7CMPpZ zBaMTFNnZiP{GWe&dJiDsrEG^I6%z6LVz^)6iiDDhw6ru^j}Koi1hca*COH2rxGM>`A4 zbC~Ini{4HRt~uqNknx^=VsmUYZs>Xwk$Tf!=a!uINp*AsqB08PG0KhX3Vvu|B5Jm> z#>U$MPUEZiU}lRCe)6ACP(BV<#=a8WFE z+!99Q5O9UtvssgA&mZ>~>wRwN)5c-is--xI@@qJj%C#j<0rR8mHc3R{)~wH10y8nn z_;mEb?;_XfdNo#T&=u7%)Fq?I@Uc=VY~QJPOwn(hZo(IHC3k^a5~?VI6K8Z?ntSLL zuDNuXsQO*Os038A8|OdvpSNfr@XmP~6}Xsc!zSNMXHBYzM!ju{_SB1;PxTt1_jdmp z9cK6y+Q$lBx!z=Du*gxDiPB2ZOGu!N6^hF>tnB*p;w{*bQC1&i3IyK?OGf>b@?Ba9si`7h2U1FPwdUet&*8P6!+0O%eFj`L zRIXxPqfFzE;%&66=d%FZLOdnnqHcRHDz`Sf4#o0DMrj+HnuhP}*cciZ1V=?hp)mU$ zG4nkp+x8c@j-sojrh(UQ`cfiz~G&ngxA}1mZn3?xuWBOz1b% zY_(TQY>TtXp9Dy51#2Qvvh`KSsWPsB#ums-9l9b^@c_RI)-Yx*qf(Kq=UY0b4q+*Zwhnkx zh?y3Z2~995IT+Jq9?Qw1`~Fd|U*}-=>F)H$dN|2w`m=0YYMMeeB=C;c6Q-6PgC zflK^?1TBKO|%oH#P7tQXO!aeWmzC)mF@0qZ72Z%h$BX779&>qcqSS0|Q5lWG5? zAwNSp{nDWaZ7T14R*CRKh2hb}pT#@D=)(=^rZM)x@f-cM&;Hf}7a#9Ln*WvJf$=4&=L zoOHQ4ax7b-!Zt!x&!DxhxM08TaJy?qDM_zVSsS@-hj^j?FiNb6AqRiJUu5c)`c0N1@|k|r z;-UIy((`@n8!M`;C!yUAe9(LZi)1 z6$>wo2flL9cj6BedMKqT%x$4Aj@{Qo%DER5j*sc<(kWVGhC3c-OJ}Yv_Klu;`4zz$ zU#H*U^4DGg68+<%DP=`Dx8{;`r)43sE(#ZcFj=gHx1Wg5fA)`rLC{bZmzG4e+4)^a0wqjFWjb6cvfmu23k* z?7<5U+1RIZJ_XLz_tQH_3Y>FErEQ7z6j9Q*4jXG+vi5dO0$1_<_c62rae?xVL{D0r zDI+rt8^amz2nm}V<7~qqk!XFJH#^q&0q=h;CPG*Uv!Re%k)+;EAyd99n6aLif~sNn z`|p2LRDMbkZi)wcrsdRfHRbc=Pop@rHy16QMUM(vTBC-6Q5V<)Rp#kzsoDrkC@Y z-1H)=5-|LL`3Pax42i%CDM?>>bk2JYR#}@-lD?`zjj7Rf$61-r*Ei)M=CX=U6f3H( zzf_!xvGc^lz2~hm45uP*VmJMCd@o1>VyECCt>}8Ui+JofhmWqWKeFUr`E8?HZ{cK( z{pREk`;g+X=Tdfk99Fe(?thW|UvWG8amY{PI`L<6@r=QNweZ;Y3aw)4($LI#U0&qe z$cUDRyY959-I(bZX(koXSNpwh8X+@|30;DL$>ZKpSjsS-3oG3~$Z%Mz8l>DL(74!+d^WDWyMfV26CNf z3UQ{B(^SzMDUjP>DWtdX!M?eXb2DFyjv_I>i@`oZ*Hdtii03af@SF&J-##ZZ<73!U zW-Kqpz(rp6{#AG!Lm+$66r7CJb7(s``FYHNa>-7Rn1u|h-6q^UkUD%~gLd-x`wa}6 z;>QUE{r2x&1$S@7CSC`o6LFUo7Bk@|-xTo|dEO@u&Nb)f8ZtF;{nXuOSJCr17y1iQ zpB)XA5jX#eU!k;rpzfsKAG{z= zD?5+@NHj8vTtP->**WE4c$jwKR10tRxoIhUR?&q~-XdYxP~`6B|c8M=d>u?Rha{fsTCjk*fEv_fq%GY{RsWcYpl^3Zv4(M-rR!8^` z2`$ny9?;V-vQH~N>~@tAG9n=g?}rTr=ZPuaQFQ2hjInK#Ay#A?kE^l3)#s%CR-^f5 z3NoD6J=2BaGcoac)owA$)mJ2zo6B48;Kp-Cl~R>z&Y>qCf4&eN@ULj(I&OHwp_cYH z;skdhHplgR`*v%4ds|*vIigciXZ1R+cWa_Ar8-5c;d1<^rI-|JNxN-QZxkAWfZ>sm zJ1Z+IJzZT8;OqHB5pO#riidJWYG*i^Y+EPL7|FT3;wauLG9FOX<>umgxlDnr{s0is zZ%(y9{`ak7kVWeJ6y3;>6TGVLESJFaLZ$3h!lQU3rmaZhySf6GQLPmFK0QH^>-UKv zV2yCi^d-B0&{5ksdZn7ECHnwQS5e9rT@&r1zw>{de#!51Fn<)6FoIdH|j zpsiC`sYeGDz3ha#5LYM?h8=g+9oSB|e~!4a2y=1HixU!zMB-r){i^e8@UNpy=R;o= z^?a8#%6wXE8ORGUM1%Co8FKaS6ROsTKUA>(QEE=u?@VbHn<&okJ#lCVrg(VJXx#aC z@w38!*QA!uYA_H{?}ujws)pstT}MMg!GzXkWhUtvS^7t^cC;$%8|}rA4VZ^Zwhp?m z>Wyy3M3KCEc&>0vx#l*lUhzlreajbQ@lxuG|;E7@SWde%`U5u zDJd!~QK&9t!l=@d0-=Nd*QxP;2HA{|(QiS&7%5;Cf6X|OjlfALsgL;L@f?QLA|#~ed-P4m%=4?Z$kEo$*c zhA7A_^T?Bivaln6tUky;=1qINWeAbS>*o~e_Jx0}`(f}X4srE)ARzieV?lm;5fbz; zYJa;YzQ5wa+OdGu%X3HfhAWf`YfCTxcBUMMw0gj8f7OI&l`2^YViy^Tu)CO69(S<* zZpb!OAom=j0&5Kz5Z*?htuSWxmACtM-m6)bST^7dxxXvO%W&xtJMP5C z_g+MSU?6&}+&xi6(c|J6`y+Y~pxPh zQR0h}dTW(ytHLH+kw}>6Zs_eKn#C^71}FMO@&yCsgaGb9Cw|IB-ub0O?h2PZqO)LN z1P@qHzJa%q7i#@F-gFRW7Gb*_ACiBPkHdY42=>GACvDb$kvhO>W@!^kABv&rwUqum% zA`oW&at+5%6aseBCCxTlKMz0WLajH-h+kf)Z*&c#sNszF=fu0n=+k-7^%q`SxemO^ zSS`DmaL+7xiH-xc*V6k?(O6Q7zsnV_cmx!ZCaecZ1EKkkVa5B_>)o97ZfI|9usQnW z7WA>cM||}bmRuRwIs6#3Q^ZB&QV2X=xuEZ355&N=6jgSGEY90o-a98hXb$hV?w2|h zxaQ0A#^&2>tq&d)Qh^+q>$?ayAROqs_R=X|jOH86;Kk)$ zCdqe8K4@Ejs~a^_P-c>4W)K7$k`0h~v*I&*8|gcktlz(Pd^<^W$SbKx?uXR`F2X$! z0q%iH<6PebsSL0_a6L`g%yl8$eM^+=WYpn>xT?4YW_W995gfb(`aevbmuB6y545_r znyq#t&e9nY_=$0WDr)1`X<8Uzx}!9wOL%$NM*~#*qhv19?E$S9Lh$A`*0ANBHCgN*M;q%_LAHjwdsNXcv$41I znpflcna+T4qf)8Ny(1|`Nm;QIciws1Y2Vf!$-#8~WP~dACNeNI3;}jh0<3CX)`_Fl z#`s=hHo)40Pa1HG^3fDqJ?rw97@wBt=;)kILk9k7?8hFu2C5Br=KA&#Vb|MB$k&PI zH4a~Rc0zbGi2B*}s^4=SzxzPI(o%Yv{_paNgu=my>%Y(K39D`Ce1S%3jU!Fz+80gf zja@UfB#x3)Z4>hJ5E}C^IZ<0NvN*5o_>MH%RfM`zK}1g?j?x#=)AUBPW!M zJafloY?QNzQ$r@kj|2C1O~1@Xw!QXi*>_GvC&C(k&En2OWw(FM1E`2l~V zboxD%t&ikMp_|`ARKoS^yp&-|y_ycK#gCNng(@lVe#)jWu2%!xh0;+gnH;ul;UFI9&k*D2E{we&i zry7#!-GH~My-R(cB@Y45yutz)?GDkz(Qmf7La$lNd(PaQrq3!GCx0zY|1s4|Z z{58)+H2#mRML~8FyPUW+miWcWy&>r2gXLCi&S`83H=RV>&#i==(!?uPaJwN$MGtmuvv&Yb0|&2B%nS1L0Or`vXlFQ%3j% zp%%~1)WVOnTQ8Y9^+S+Y|Hoh%H;;0|7wqTJmoo+Tx3p4FHq@wa%Zc}zp>Ix56~ z+y1n9F9Y;B(*KigXZQQ;kE}WJ$H`u8^XabzX2-c$)}j`0{E6mlTCV_q-0gs)WnMfJ zHu=eK8A4fs;`L1T>|%-^v!7X%E5M={LSLX?&?*?U?c=+Ysqh-2PLUGAO%4@uWD%wW zH+bSI!F8=u14WVkIYyqtwI(@Uo=<7>H3Xe|WT05%@26rLLbd_HJ@;ssq&1y%)nFJ; zL*5=Q4GgLEX$7)LCHrwmUxs07#T6_60T|*=LWu!TtcMr>^g`hFZ-SpDDmjV$K#(@q zTNufNj2G3EeRBfs|8tyRGvt#Gx8WcA z<(_JIQTkiKL*bK`Qm!W9zkSkgsV%4`uN=cas)y!k4SA+@tx67W+sddi2;e{XK!Y*A z>F~Qy6p5~u2gn&mji=$EmUl^ReSJin<_{gidiGF(NW6V3Eh~&nPi08vM|O?$gSle` zihitKfqR!}{&4GGpUUoND?e1UHB;tx;1;D&@UOD21U?+5uqj^r*Q@&+C9*etjL_s( zw2dnFhi~XQQEqMb19T<-GVtRdy9nQDj7vxKoc>TSz*chugAqWYul+OH_scjQqTt@I zg2E3Q;R+&L>WWDX@P#4&p2zZ^)}yE5wll17TJN8K`TYIPbjEZHR8rC}Tcbh=rP0KARK(CpoLE)cVSU8(^-6-Vd(jh!ufr$4uR?^iutdyI-FP*zQzzVeNWbnb@Iah^{Fk`|e7JEgGr{^OKe&|FXuB~c zmY(3zC0H*2@P->JCii=}pFF}+ZpdK_dj4KoNm2Gxbj0#R2-}Nq=Jovl6G5XBzJ;>k zzbbTt(^gqmP$EK{l4fAeJto3dxV{fG>$qoUe9!yQ{`D$Rg~Gmq6aSW;R{T0sH9}y@ zXaUV^b5ZYJM4OvR5OvCJdU=agt~V7|ZUtUKrb(73Qapa&Mp2{CHiYFRwVHjJ@Sf#3 zvft%7=(gyOut%^ zb_Odhv3ceaILE6xVDeft5EOGT`EdP$V#>&#z09e~jzYHuHksM!J6f{J?y8{RqGO>9 z+4updH*&`NsIaZyT&-vBHE5>`6&c6d%?6%Qv550#q?H-j|93Myn6$lw+r>TFp(#Q} znM_v)78C@1!-DVAX3*SDO3UOa)#98d|5&7T&6IHp%RSGt`l^jN*9V3&GBeyW;5PZ@ z1V!pkbFy>Yb_qsnztVqTO0I~k8Eph@<>b++8 z<8f#NabNrGyh_PTAAk4c{*R0HON*0AfYr8_H>dnqztp**&9sEj%FD^!C@Lzl_@<)Y z8cHXr5LVZ6oa;sA`U8Es6nZm@A&ru(=xWMIS+N;f9#b}NKgbx&UP}?s4Ez~zu(dpq z@d(vvTTfX$fI9>#TjAB1+M~fsnqAU`?)Lc`#1SC_9EdplG93F4^aPnIo7a2Y&ZA|o zS*_*BH})17nN8u^8nbtMws|D_Ka%`ApDBxMm*j@ZnjI!sM*ip|8Sv*5K~oz1tNTKl z>pH#`p#?fqH$Rh`ZDHA4TUoV$xj!>2CF9{>QjDs=&c~qEt%Y7Mz9V>XUS1waRlyBh z8IT6?e3X3Sqg%?x&@Ich)jYSH+!mZngvWir{X1vy9aW0*_IwsM-v_e1hyiMW%se+r z&SJObjUh{H*d!(=7Z*+m)(Re}JY;k2hNojZ_dgCOu2LJrCiO+xS?WvfapnEY&*=}Y zQsP0itx)X;1bBGqtx6mF?bK>4ug9sr?yOOhAa-`cH4?mj<`Vxy?9Wu&O(tA)l<6^t zwXpsyWwjd$8rxRivQ;cV*JR6}e!K}Vak>je8M`BvL5PL5gNcS-&<>0}+SW$#4fzdv ziF>!$9V#4N;r5e@C(%lU;(H%>TEa6s45uH*i~&D0qer7$C}-@gO(>VN!_NC;rO zd)qwR=Ql?7Ch{uk*Bmvc-O5e11*e}OG%8$Qg&{7ej%!uSh*%=#0pAZlkd2l{&b)1u zV3}N+HhweLb6AApNRjKuIwM^!L-99(A7H8Q<@)ZJeH)AgKzD6{#$4@hOiqv1f@&d zY}9mjfJn*ulDwG>gk$`b#p`Mt5rqbHFNc+ZjoHO*ub^_pl`E9k-=dwI>htz|!SSa9 zfm=3GM%;GcmN8%=6%;=NQl|LDtW*so3;dq9-@%7D60V!tt01p1Cv#YfZ413t;Pn4e zb|2%Mo&V6WP#vrXKyaph?q`c=f?1LBYHH-Rb)Gsc;P$Xc>+h{TkP$pC+yjn}@(2}$ zFoj1H)Sl3cWc3;W>v2zs0|#I-Agu&XIspMrelqEzts-L1zegA0C;wkR$p-sNvOYRR3J3y*)fF!#!f)uYHQTdQ5U0kS!R zt^9pUOf#LgK$hV_V6OM#YmfL{VdM~>&#z2Piv`jF8t)TDbnIXg*cWWxVg;wj6oh9E zXBtl`3_M&ru%BlpEfbhjb_6X~$Okpd_WF+?l*l21X+39X_PK8Z3664|%n0uJDrl-G zZXN&Tv5{LBfHF8}CN#tp`}}J;82%8#;iP4s|JsANX~49g*YNv zu7RC)5#kb7xbiq>zSr1A%_#jr-N^Mb=J}lVG5WMSz+vd=rdL}3UsB^^PzX9dIIwwD z%W2Qn@eYIFmT=JLogk`d3}l`=6WdDT^~*QAh% z?0EW)Yo`HwV-9Ne=A;)=4QeZM?{?_GraE(Sp;`YYYlU)_A2_ zb-We_*hK5q1&!Up_c4~%V|gB^|4=9wT9Gi<^=qmGw`lR|>NFF_5Ry`fT9^yP^NQUu z2QNFX2J~rPsGB4E<){0rUlMCrIn2vx$TqR}r@2~LN?J3Y?JpR=Gm+r~GNHYN3iswc zn2o`^pqBQ1WKTSkl{lA=2uMQSxq+l9hJ)Td21LohZ(y1rgF_X0_itzN7f(n^q8U0} zpKR!!^NEXj@J8O=-ah-*%*>2W)F#yhnQL)Ds?E!FlI`OEKvywKXIb8T;j5ts4El6G zow;SyhvO~^ra0vL7|oazD@m8{Gt7&BehE39#6a+RX!EzjnJ%BM1@c~GB$O1jQM|oY z9OuC|4Bl73KMf{=eTOW7kt(54k6u-LhZxJp8Uj4vx8I_TasTx{!XAhgs=8$dN!4NW zIG#pMcgc?&M-9xMq7YV;t=-7OHp$KBxliyfC@q?_`iml`HS(DiyH=(L7vZ~*VBsmp1DY1uk1FP_J1>Gx-h`UpLR)LzO4U?vdND&+q@8%s1et`alGELm+O@>$@CS$-9tZt|`TZ9=%Y&bE8m=rXFTZD2D{iTL z^V9Qz4g+B*_m~~+!O2LOW%7T{`LJ&~$Ka1IA54!7^7!)QQ_@VqiyEh3#mjy&C{1X8 zH+WYHELQ~yH~6K+!xUi;*`_)Z!U7kO4}XJRpr4Q<)Gd67g!@R1rfjqd z^a3aZ9KYMIEf;i#1HP87-2W4?20sI~;yLx$pFC}gE>gn+066lBY{nhTvcTfnso@PJ zsyy!u+F%u=fo!@dfkVvKv9C?_WE$ts34I~72)e%z*Pg8R;IN#1GFWDr{%W{bipptA zu58ki{7P&ND5PAiIdxtty_)&i_%56P?T;Tg1dji8&YdLT*aCi z&6f~L45)+f2(TLHA>1|8G;#qpn}nGN07V3kDX_u`mW?<#vc z)NR%oL)>}4yVL%STyJREtQQsbN9F|R5uwM{&d!(F_UIh`F=Upi|D)@w1DagF|1}T< z1iUy=X$%wuM7k9OR652a1|kBIlNcSM0*Vrfh;&Jf&QW7XDm7|=bjQY+#2C5#Uc7yO z-}~P-#@^>S&v{OM&N-X<)s$WQEUM)&iT&GNf-V8EvMVQ5fgr{opER=e9Fa%SG7&+O zS+M|Y?DEOvCn9yhrF_Tvjz+X!z>5)0ik023CY<_{7=MxFmmp=(CmFXazrE4Pk8Rw6 zW=2KkLSG&hPwK-TkV4p8Mn!Qt?CcEx6YEC6Vma$HZ$w&UwxKjVFMDjsFH$%RwAHX&3LrbD3k zCu}^utXVxwlW4H`#$iHL;F-_6bID;pjh_FZ7F4fKt$97(-CQ0tZ)UvC`3IT4eggc2 zx4k$2rUVoj&Sir1UAwV^Tu&xN>Yehiln@}=F~3pz$v24M6Fht-zE*S0O_-&v>KjeH z$wwe9_t!fA{wj+3D3OysOo?YkT(vs~KG*ai?q~S2;RbNLOssDg{`ztY|HDDe({A6j zX7qfgbls#s)EsD?#Bw8pfYE*?yks_e-mMU>f)c9K7(wa z?k7QHYm{#mjzzUm+6~6e<#PeM1#l$Kb7*`ljsJq4-?BO0IdY=6c5%kEDQ$q$p&2}Rdqj>{P#iWA9Y}^I_lKqc8{`vIBfcbA0Ll7^YB_-hB7Xz5n1?r$;>n$3IE@wIn8nbIJ5BDb-^mB=Lhij|-7(_?+TpwcVm1XW!oI29%jnij&fApl@^b^Wu#wa&rko)$_M(?*^a;MeyVk*6OCZ z&+WY{z#-S;aZwoa)%Py*2aE2L_GtNv+ow`1yA3QE4!lND3cWH(&Jn#K@;|-QuigMT zWCCA*;`xgl^$Y-L@-(VL6?r#@{9&71m$wx@Gr3oIsQk$DqSVuLpJwqbGFmh`@NGjv zNVebc44{?qe;f~w>Cwm{az|wH+H0lZz!S25I}5@n+WB11W9z7dv75Esy=c8TY!iNe zJ$lja*K;>QB3!uidHW~pmt#W>&uuykRjGzb(>m{t`GU_G!3fY}lLV?sN|Uqi+~X=8 z$2TYf?;6dWR`AQY9Fr!tfKi8FJ*!a;S+4iCQZ$cA+7*Q{mrI|ROxC!w3~^1aW;ErM zv}sGJ*K$YxJiBTUz+)#DofiAa8o#kD&ykGJnr3COCbi~90L@IA(s1x3CJAM zDQdmu9y(xnu2h`{%nklx%o(MS7M4hvx>mH0i{^4s`w0JTW^lp25v(6r+0G9|Y}l~u(ZFAe7Z1H2>+0CvseGu-9i!n%#N(z2j%dIdQHwF( z1b0mAZ@`Vxiw!BO-(42-|0WNbK{wi4UpWkV4?0WHm9Kti_(E>x_GaX;ubi9_4L$B& zVc^zxesDEWTtlJTu&iT+`4_h*JDN2An~PY!o(u}qOY51;?Xj)X3RQ#8ccTc}J1g`4 zF*36iT3eqAACC}DAqROogLn;n6BA;k=VJ&*jL{-jVML=C6R>Kp-Mg?f=0egNrW_n0 z%Pr|ZIcGX!x(F!@Z~yq>wzs9mtqAy={pqA@u+9Re>-=Aq%fDWQoau?t4W&xtuZ%MgN!q%5+jfKa$Dyfz;y?b>zP}qh4NE7-$Uc(<0?Ak@pv0iioF$@F z9@Q&CO>;gCgVhjd*~0UE7Sm>VW!#n3@2O@*h&4w`s|d^rGFE$eP~BQ1M76>#X$=Y9 zOnw{?=ezJY-lS~hQk2A1#TZKkXiAV3<09#Uy-Mo`CVz5~04doVS-3RfZ7+SX|Lh^F zr2@lV($Dr`9}E4(x~f7`=j85fuEwLvQ&fIzTb@Md+NaK@0x7qFi3{G2(NU1`+U!?S zhcIs3Yx|-%E4ZCuSjS4Mh$>Zah}m~ zUwu505Y;?9Xg`n0V?P551_08JH&;apv#JY>! zpVcPow^H-+G-_&Vtvf%7&bX2eX2h7Yy3hPW_6H?`w)-dMUfyUGls{wwQ5ND*bj@Q{XL+b&}6MBS-D;wulI)Tlc>b zK_|B_ozX?g>PMz?soW;1G)7Hebuum1hDx&T4Th0Tf7+C9({J592uvj5hdOZBy!qzW z^?{vY{=4qR^?ucw@#1!8Y@2fbb&GEb>CWpZ^+!0;${A=_8hzLd@AZ(c7JW1dZtnb& z%k6^_XkG;Sp{j$y!4zLMEc)MFBOKvi9zc?65_!r_oedmbY&A$ zQ)^7Jf-Cia+|eE*m|0TdvUJ1?fDiwDB|K>jGj^|GP;S%d&E@cboo&?vqHbDbi*q)+ zNTpNVq6EmFw~x$p*`h$gBY#-bgHv1h)rC=KGw(@`M{Ok9Un8-Z_VW-PcP=u8M@;~*GC+RjGcgzqjX+F|Ay(OUo&IP1+Z8wkbrqi!eLLg%^YHe|0EC~ zYzJso%?8m&5lqPw`!Iz;E_P+C?YUvem@-_$(z?v_TrN`_W#+O)qh-MM2S_0*TfNX= zFQW1(%Yfmxq&K#qZA;+q-zQPu(f0U;Bh-zGda_8us1nHpcQ)>(Wa6W7|4Wa9O=!1} z7U)v{&F48D#aoYIGf(psq_}=w+I1b^j!~duHUQ-JAN2qIt<0sT+dnL2TxMQ^m)*aY zTEDPaaF;E(fe5f#>`rC*qu!`lf3YeOFgS#KUztUPPTVPK?) z^yTOTvHqpL{^?uq2=+`&IBNv}L27;dU#XJs#B96EN8CL;!U|LEIdk)u0yrPU(ejrWvJuAk%U+rs@b9`t{&2p}nFhJJ>&6yx72eoZ=>nn@~ z!im=HW3NLTWm!HT6JD(E`ueB!$O$iT55+0;@*ilO$q$i@fXdBDw_Rw{QE>*YF)4NIZIo)B$ZJUVeKb;dGRJ%)!6|#VQsr!e> z{!2gvT|YT|dqC8xl~Lvxr+h(vez`!l2as@od6G56v4j0zEOL>x=e7X~-=5+t*J#;c zH_HL|85W?vcS&i1#9Co@gnbI{4rb`U2#bkD(%vB+lY+Kv;)kl{XTHCny3Ax778^ns z{ilS`iR)qeE^ZAYK*z+4>_Cs#8j61A`(H6Jw(+IN@oQ+mE|DV@n|p>;U}8xE(_FxY zEOKmpBYC*#yl=qb%~<*D!Hgl#O~bofexpSm@9=DL^BNG_h4{ygqKrS;ngzl`35=PM zoagzUJbuVDw}Ku&%ILL^JOD7*VU&p8J2{u3eklY2f}+@jSH11W|l6)=Sc=+oRI zRRyE13b!w^gGx}+3L@@<@tn3bG8o(NE`9haOHUsYy6wWc; zZ(I9;=EyI~6W+`$Q~Vn{zdu_{ow!lhevv6ug|X??>OJQ7$|`%*JiI!E>O=p`{oehl zSoD5oc}2yyaH)x_Wj0+GN-;n)=PRa_j_*K%Mqm3fH9{TR{^W*RlE=5HE8le&6M?1W z9Od^_>GQdMiGQHz6#IbFa@)sKO0M3e>ftW(my)vYw8p&Az2mTdR969pA*_HyABR)gCD5NdLRx+Bf~#` zn_hzlNzpKPP?>+?ub=<>tFT)S$EsWg1?1%RCPg1l^%2Mp_Vy?0TYehPfB)j|OXYz9 zp|b@-rq#^9uFvmpqZp3PwnZYdTvmolc(Yj!Wia!(Xtx>>G#qn17qhhf+5R zn4GJ(vGhn3{I`?+8*uTbiwU^z#@Pr1tp%&DJY0pUw6%$S&o-*IMJm6QSk>lwdc=hcq}ahixev)+#&z!1r>tviW>0UU$zFfr z_Wnhmx!PaI&)Ug?U;nFV0RAX|Bk1ev;{(P`Mq5zUV-HgTxj8veFKC(XJ2>Q>3*iMO zvlSSE!PfqTntxN)|2W*c*+3N5-TvlZvB^I-cz9lCGM_QUn*$xGZ(24UHwJPY!0BGZ zrA9)1mNWZ?htDarvi|Sg-%8az^hnxc9&`T3$%Bvdi_bSQhy>aW zd4$hILF2Eq(cg`&KhE!}8bFB_FRU?8$#b}5RpFiye=~E(@oRY5t#4_`(S3Q(b7Y^J zEU$lEL7a4@ygXrSH2Q>7&{g1Liq%mdmVa+*D#8-e?)HuFNE+I-%2uQTbSZFGA`=Hq zDGKZ@GEPC#2z&1Woz?SSohddbO=27;k?r!!*(yOpL6u>BG7cO0qv0FH3^kik@5QI|KO6= zZNp_UDx==*`2jjMM4?(4H>Gr$;?HagvR^Ufi7G_VjP_WS7sou*q#T@I8gidEloW;rl} zVR3`g24HOKHESzFx(bL%jqH3wuGI`PjWyKwjo*Qe&e!n`NRFgc6X$l=E#Z^rm;g_+ z!Y_LGy;E$n?!srWJCFw?CsUzS8o_2!=lj2+p6D|kMG^N!P6E8~6r!;lOa?W*pDpZ_ zn9Z1;4KV;p7F(U7HE64ytKB6&G5p81`AO@jltYoVQ6u_?kUy8zkmn>fZwXSyCUjV~ z7lbc<#TqPpYdAOgWp#GF$kgIp68}hM!QRV#uZ=hBI*aBaSxg5dyiqDg0kmh@C;0bV z*=6HO{mpK`qkI8`5Krm54o)%!y!ay(7gc@;dpu144VPH8OivLXy`FmhB^5AI@5AAw z;(Q-pUsWO)41OKL9Yc1t6aIEx`V75s3MMR!-bFT)EO=IN^cx+UO#+})c|EU7drHK^S)Q9S zXcZD5CCeX{n7KI<`4+cBKmT}Q9DN>}S;Y=x$8NaX{6pCA#2$C|S_P(bvT=Uy8wEzq zh%6>~nwwxzD{V!l-TVJjqvfTM>vo^g58eb2vW!+y6 z<-`G9tP?W#IO_H6{It2-!uJE7DkSl0+&EGbbnbD<(7+!v;5~!^?bTwaEA^V3ERZ`*DWtsa6 zFLHR{rh8U6*|&OP_vd}J$VvhsW%|wULh$F7-sw(#I9FI=FPq!RfA2wU93p~sJ$EO; z8s{e6XmR%h%KrL6+@PDz45lYlM;Q@0eI04bO4Unvc{CfwhW6A~R|#7Eky4R+;pM(P z0s0Q3r=QJXoZ)VceAo4I;-`2$f7XkHg%mu^VVYP*c*t&l>edRK;qsn4eFzhfaJ070 z1pSbEI`s@d-&(BJ5)}_)JlBm&0c*CRb)>{9RGu_o&^JErgsSAGO}-0xf=#;#O_R`z zG2)c%+}v945HU@I`g1`~!W&7 zELY41FdZ374`C}GyD%Or@+TB^7JN-Yopg}Pq-8B?b<}GiEV0&bFVpSR?#5ceC_^^vf{B_j2sF-<+_rEZsYcv zI+EvFTzEm=X+&JGs(`9F#OrgAbBtQ8`%cE=w=&hg*`Vj*ZrR&CdzTdb8=V1SH{{SS z-LSr~uJP{V<@uTWd}G!5mA7q-1|Mu}GSV%=HDuR3^Ou zw}a@xj;#1xS5vF#10%G0;MJ=z4(E@HOpejx{Bn0f@4|UJ?i*Kh>TWzikWKuZ1g_a{AG_8E-=SPPhpZ&v z2#ZQ>L2f~acCsKF0#~dJx~^4@8n4$eS1LCx$b^mUJPZhK{G=_-2cl@tR=vuaR|ENBd zEiEuW-v8h*;P;XF0tUH=ZkgPz!y1Juk+QgJC->iy%mQ5o&G`zwK-S(3thYR zE=CZtl~-Q_#~XR?ueHs$uvwHV!%9HfDPA)t1z*YrQv7;@3^?DGA%`piq3)z6+hlLG zh3+J|mC>%z*-Lw$+RZ|IQSXy9ZW7#M%mGa4BXOg(M_?=p~hevxLl^ke#Et^Jloh;EExdSqVl!n__E}z0 zP~iukE{UO6h0X<1oDcke0DWYLYzNH0I9Jb~t!4i`g8ioxK*JNY54+6pu;luY-!1Pj zgVa7SA6(#g?y+}!HL?ZI7M2k&arDX29j(nY3^`FfM?j7Jqa}BT#hg{(H&O$>JVYkx zxd=FySs`|pBPEO8bG9*)eJ#l2qws+d3rByQ2_@^~G0|Bwmz-zzbxvSB(@rEOER3n5 z)wvD)X)`I}*dWDqRJ$60A!epMGINYx+K3(4qt^SAQbqT1Y$t2A%R4Yg)RjD@)hH2! zsK5t&gBE57Sv%CuD)3eIX+Onhh_|0Sgo%w5zs_}rp39CJv^Yn47}Sua;EH1=-vwYV zR4K4Dn7hB$b5=v&XP!Uv@f!GG^o}`A1lNbCUGtlUSo6v`8s&P{>C{x*uk>3cX@--& z)ZV~f;PPINvc06JcWIO%heg>4@~j^wk0?Qm@NGd;UsDdSWHi&oT@OkqeYK(>P$=I+ zJ>WIpVOA8GaH2j6KDQ^K7t}rVnsa7+msMgy?67_gao>JYBu-_bdnrEsfX}Vi0)M~Y zm=vcGVf+Vq`WHfj6xJ7TpYk>i^v2w%0vE1?J4yER)y_`Rnl`(i8=gS!A!pci!BPYL zHZ*sSaR&YhR4^jw%aZ!awlsdl5vaCqISxhJ*g}<}IV(tojq!er{6U)q|||gID@c%cJ>to@k~Q z6F&HYn*saVOV>6_4(l&K4=jNC3_)q1JpxjFlKWfqVd)7_Pot2xj$nGd{LC;NXfhar zkdo7seD4`>?Y^K0021dh6hu} zN1-yr8JzAsFcc`?w5zQ?rF${A+q!B698q{)8Sx_l&qa21bb%v9RK`_45(G*O=r+nM;@E<Em1U(PmSm-iR9UmSY$=>zWurXhD%%J+FQdb6V&jmBEsf7-`l}L zekc;IGi$Bs&_6Fw;O_&j7=)oVK9nP#Wlh`%ld!>7{NH9=aFVZaMq5GxuXfvBjLyF- zf+UZiTkOg6G_j}Rn>G+#Xrk9eA3qcC3W?V9;Mw^c`i?^Iv<|15Lf>d+H@V!;`pf)H zm?pFw6_BoikbQ!Xf`-E@Z}!J%INWc4yip?g{psejCHvyh2yT6lWlA*hx)E5&uy&Zh zHfn)v?QOdfWAu$=!1lE~tYmOs%CqttyLx;9K2@;LNLFJm#Lgd`-{Y?~ViEa8vi#Op zVstc>DIqTMGmiPY2)KaYg<9?}x^VAPKqDuhO%(1UP94F;{n#!~U3rRS1 zgEG=@Klfn-J!DL>e>b5u339Su76cPo(C$~*$ajCh{hEGv*q!1D>&j;QE>1;nk1FNAM-sAv1wlo&NYO@ zW2eUfq|AvAxlGl#u#AQ6Orw_GsWqoTQN1s{Qzcz96**U(?648Kpe3Lyys48{$6Hl%G(C?g@XUkgVoU6JJLyAs|pVHkJ6zPzknGt&Vre;VGqz;h*MGh-!6Ov@;d2DP?M*aKIV;L2mI% zlKwNP{F~;CVmrL8GdD%={Snv6ZNMVpa|)ZkXEu7&v@gX@1ZV>8_mz$Tr-jAvIB8&X zZr{e`Q7WLfR8?|V!C0Vs=XCeY?AoHemnW(#DVjUDnzs3;Iu|^Jkdy29d$<(12Zh@tx{YlIx*XCg)mbS*T?ze8*)&|X-6VuMHj3i^^F$XGcXa6vx7=+%=bw!GrBwp^(*+0 zbE5#YtcwRl+ja~MQf_M_QfIlDoul!FfpVR)eUvS4FAkH2z159g7Q|lXyuQcy;+~XI z8xRA$!cW-{6wqBV;BA1MOy6R=KPt#c5pPQ=5=aivqG9ChbxDdYI*X=P@Ig*kac&TH zNvS;cx{$ds^3(E2--$(VLPthX=GG&8wI^OF?`bCeS^i=73VmV(mDO%K>b)2`UHKi` zCP|lfIEvnOt8lLrj`#G(drj7>H%mBWV%0*8NQF}Va=TIV=@+t0H)TUc>JS%lIhEmt zU0|>(^)}6=J<6Dy#8|rW2LX=S%N!9TXKJ{O*{A`-6uxL3O9Js!eF*(D{fsj|W#|b?vJV zyRG-v<0R>F;lAAzISHy*2Fks8NM`=R@oMqqUs}4W!2*Vy;gk}lB=OC3snCwPzbdP%BT}P*kcUg{9wkt- zE?`+cs|lJy-G4@9R+>8Q@rw=wS1!f5j@{EusH}LA7snKwDH}U&UX(T%-|oVBMYEhR zip2QHZEel%-l|j_Rq2udv}95JE&_f5dddhQ+&%CSM}{H}`br{h@jMJ(AUyz}-Upp` z(1XP9$lM|4HOl^7(neMrcYzk|JD}E|7Oa9@ME_`HDDcmzUQ&X&7n{LkzjprXR_RI~ z_5b#)(U?{6&(g#bCznin1EDk`=sW>$+zrG8BzJTi4-LI+Yc%+k1AN3ija~y6l?|Y8 z*u@{jGbI{=wc+OsU|bTRwOGRHUa;=P#ojhW35Pgvupzh4Lc?Id?SX78o(m+59SwVJ z%SfMQ0?QF0rrflcP%PD{%)w=`V+*j%?%c885catf?iFCCbmZuT1i%U@c!7IUIEctA z39uSx1$@zqI(dpiS_%eOPDaSUcTZf-%Rq_iuI62v0RXz~?b_w}by8WOuH~RM9ss!5 z2In>VC;}HrCTzYp@L}jnz8H7bg71kpO@rs;jabWk(t%bZ#)8{R$)1*D&Nfajs=B2i zexpWj(5n85FOGnIWrU#Lj!sjNp8U7on=SfJSxmYeJ;!+B7~_eyUz+`oUAh}~;@*Sf zCy$C>`jUS2tKj`hpjwlD*9VoJDkU=}>n4?RDjysBoR{cB@_AnH-9F9uoXo2`b>t|| z?J;urmll~DWOp5lz511JtGHD}GOk+@ksa{usu9?xzB3lxx$2#>OOCbazL$Cta*|N{ zgPM3oSxD+kP*Yj~a-L;I%qm984cr;ADltD(x57|u@@g-f*Wn;$e#TgVoV?e2k9VNd<)yQ4<-SPu42}pYn=#2rQlllaby%6(DpGQJ2VBSL zND+|XF04}rk9~FB_r+joSl8;P&(C)C?nfa$y--N+G=RHrT3j!-mfhv(3%V%G~Vc~kbzxv zuBG&-FoOsfdAD`$T=9`7iL)a9%NnXTR{AtVoF2qf>h0|$Dj8VV_|`9!S%^6aB9vN5 zESAf3Q&?>cxYN*9+7`+0KvSJGCA~@~r*q0=a22L#jv*~N7ZMgSFsDC?z+|{%lrnI( zhRorM+XttS`AP?y{clFU#}3^s+e=#ZaqwW@D4F2&9Mf~O5xzaA&gK32$Lsrz;fR)Q zb#A8@{}`fj)&l4ywbn)WeZ2Prz92ET;Z09rl(7G9HFvhJ8+_oV_<4}>Y~|Wo6)Bju zAIGs@xA3{F|5Sp=-8NF8S@Fa~*=(@5Ulju5E18rcSrni1Kn$MERv;(izw+L55%D=x zpFC~)s7=;|(bLIS*!*maY9Q$p1XP4Su(;D2FuR}E-|vfLdsFMsSm_B1tp7BWa4eMA zg|%YW!n;LnhLIB9{6fT6huIt2hW`T7JbhCr+m=kYx@#noRcYO|dnPj10J~*?^ejg! zZCCgu5UylZaPQ1=2y^5)kD}&Fub9j^*d1K6yD``q;}D8OMb$_;+aZ!-;@OsD6;s}H zCx@I$SGGB?$f5AV6?fHHiaRedYntF0SmeP33jcf(R!)M zt3WDzr&TR)-n2C(N+ljLPoHPOop-!uu|y{LLa66l{i1!cC>&NJ8Ty$W(y**Jzq?kv z*i%WAVodiaz@W+Y0tiX@S4|A9${C~pxp@cb@J8#49B4JYLq@LT_IZ%~;)Oc|6Ka-P z?bmv?w<2#GQax}>3YBzCgWY-L8aM2<*)sJlc~Oc_rO4Ttx~@v*LH=9MehF#;RZ%H> z28P~a?_ofax`j<-srzE{`Th1o`-f)v`g zF5J{g9ot=BU%$D9L@S`?g<#hprXLoKa2jQ_`#+kP*?2qYy6S^2OlFlRk8E(t2$5Og!>-BDsY<(EuwXJnE^8VHa6m^`$@WV zF6d%^@9!U~vq-~9F3Xb(?HMj|dwU-BAGo{@<~JWR8K?zgT*KN^Ejp1&Xfay(i~HVv z?G^Ls-u@9RwlbyHRJ*0K`q2Jf%$jtlj~`#>_K3c2^vkz<41 zV-##tjD(IUN*KXd zlb(|GIgVzheWFH5z92-5YZWupkQ^t8^)l|_7XJLMntENN+1p{vPUDd94|8dN7y#sW z@QmaSAhb6A+>^i2Bs)op(L;fXL0f*&>v9@fGNH;p*yYy0XLhb(0?v*cBdx zVCxxP1l^*V*LCFwqN?*v+>{@o*94BMDP0`!rtE}MtBRhK|3W1<9Ao}0N31K$8IkSx zeiJqEf?50Rw{$_IMQ=OZ-|vsX-WMZ`SHZ7h#xIULLk&ftfNxY6T2T?kd(YS2%< zix@3wbNW8JduZD@Fndl|{4Q7VzqC*4o!*S-A!lhN^pS=vQrZ#q^ZWcMemDJh`%|>h z`yJ@9;$PPQ4&1>}-&KkY@wmR+fmP3cOt0AlL!dE|unE7s`0pnpc4$6a_}q9? z?%eqAle_4|1&b|P;@ttX{2TT1oqN;?_dq6{iL!&>&4=|){+g%P_XAg{_PfKG#PjH2 z|B{Ev6e3B*>PX-4*s{Zw#-y_E`-NsP<%!x3e4QqRrh8_!;n}Vg1Cur6%8{0Sb0suv z#^_V6!`9@x*(|j87rFjG|81gyVO)4BOnz`{GjqcgJFwx(L(-Bt&b~#;LJ;sy8&8sv zI3SWQJLDug!|P!~&h3A~#K4T+)w~d}^V)2B{hN3V3{p?CPuZ7_QrnyLUU{>XOQ=gx z3W@;9JeFx1=*60PE-$4)XE)>^DTFVl+$N3@N>?J%^L)y5n!ij#LSXU+ ze&^HKxwi?6`(Vr>tNoj=P<n;n4FX(6^b6js|P)>@nXLwxq|9fbq% zt9QxEe~jRMc$!ArtV9y(>&le1&~~xbT#HJaoz&91Chn|6t%&8);`V7uSVT$fouCbK z@|dGW9$>5mkf)ubx?R|P?GayEJ?vj(tp#M+SulwYYU@>ysNLYlFyFQ5&5R_Gth8-c zVeUl*IrHmWDPFsw%ljN}>!v?2^n>u(5OmH+eWi%{9=?zj`MEH>I&A)W_80!u`?U4j zO0M9p*DM>?r7TG;EKgXRIXLAxIy?QB%;0l8uI?39^I0cu54^sgS7PqeBR+u<2ib1vPr!4R;mJp^v-gNSp~B`pziHVENJyl*CcC8L zT_D|I15A=H3)7t*LQ_b5#T;P$4!hi+BLK`aN-LF zkfny~%0lGRXzuiM$Nl|Q3^c>8a>z7;&^feE3?SFGWX*WGmZ4|)$`6w~XWP7Ym$QK} zT|2l)!rxRaFv8pcP_~tWJ3Z{b&FM>}IWGLwvOUmyVzi&QV4owZQ0eP)`OD7ILi}op z=`HoTC#KYT_rCV;p?VNc9Yd|Lk9jrS)+XN-^x~|b#P&@MTXUINo0+XoYr&S9{6+FM zBQ>@K3cLq-3={A8F8N|2*yz#fo@gTuD-Jxsi5ig$>MwmW1PBAU_ItUb8v)9xR9a*f z1s2GM`D)8I8G`cd$jrsR?AKou#T%$k;>={kxE%T#6p)#8`SB(?sTsa28pNgVPpFky zvcpeMIUh~5IZbi!lVrwZvvVCDrJxoA#9>cX$PZ_ov{uS8eAiU? z!}lu6HPmP;vnhLuAJv%a4BbBi&dLCMOf~mnXtbQqI&t1F$=$u^TO>A@s!q-Fu}uO* zZsnoLX3fVE!)g^~dPNDanEHJ2ENEobENtjEsbdo%Dv;~}hl7-2f%0*`rYnGYbS=3akkV}<+eea2aO$!d z-yUZH=UrT4=N+-h+TLGcu-H}(yN_6-Ws(|qH?Zv2G{ygea~jrJS?)js7BwS(8zmN` z$|6l3X6@gt2ivI^hSiW73TKQq{Gt7!+A0|r#kLlve$0iXRS0s&s-()^B7C&8Ztm47rJTRJPXUND7TyI&vd zPPsWVt1})W+>QJQJJV1wLV3mMhy;a%>Ql+i-_(;{H1Eh49oV8{Wh0BYuW!Pxc2sdv^3E4NGeswcQv!HxQzD&MBJ$!d#+m>#WZZo?S?}M{I|d(u zigAIBtwoPQHb8d@#x0MN?XwT|$k_#^$g^eX=@XB1T=qx+^-JmWCFmapLtpA<>{=eL zIO`MkV?+o!_I~E$5YcyXPv6koQCv003n*Y&e$F6#w*o8cFcgU^6Xlfmx`CyvSrTM7 z)@ovQ`#RTFCQx!M1^q*XP&q3QfPs&ztQ`gv&w*weiHgfB>K1q@9jzkPv9RkVHRRE? znHvY^`^R2#sZarSp3kiz81D{48MMTMDr|hyBOGY|2jZ1@3fMXh$khyux}2 zfV!j%jLNOG4Y)18ko>2<89CbDf2LsE0tF1|{At2>noPlx>-qfyN6S=eC+nt?mdC6j z%x?2PfB&NTsE%e*?nTmq{n`2QN?TQ2r^WSV*&=RP-R{D@ecYE;@coSSMWwne_ukbV z|Dx36se#*1SO7pjSOdKYrtBuAL?IbxMKTi)ii%3e9lCRw!kZEKh z)_LYz54CeBAH;+VHGEBOTdWHG)|H6-#x(&96`Xo*JJl1zjZ+uRr79!{d{KvT4+qe&_E0(XZ!TZi5Rpmv@NyB-Eq0uStws} zmPo+b8-V3TK1M3;J~?d@=1uf!le1?N8o}p0sIqJdaR=ILx*r-DM|wt*)agh7oXSR2 z@Hv7(Mm0)IIY+O0Q-SEMQ?otuCbFvbru5dKFSxgwK$(1tQKI?@ya=&P@!vX)gjfdy zyeHOn8swaTBi^N`U@?J|jTX4csIWlagvY2;OT}rhfsX9*=e3rCr%ss74UUfZ9l%7I zt8^L-V|iqVh34D+WJ0NwHu!hz*i2S!=`_04Hj=2kynOu*ov`{{F+``@6I3O_JqGXO zN4v4lw`)oXc;%24$K$%ccIzcML%)~>C!fNS@P{ZnWW!qw3_wHLMt=37-?%bp=d{;G zNPmBJG76c~>n^{HpKKJYfUAE`(&E8tx>o=h@Ien4=S5oUt4P!CTcZ2}1%S4Qc|jKSE)6> zhvZ;tY~51a4{17rT$5-u9|No#Nf@KhC zlB{>?fzV_>5ElZkC?al9NfuOiQ=yrAuj=w$urIr0!s~hM*Gzy;JN(Or zP;pkRi2sj#sZ6E7nLX8>o65O*T^sSy-P#F8oYC6m-j4N|2f981)WS`}Lfm=my^90q z`xnf#NZcvz-Q~j2k^r|FFk==T4tod&K^|#sES@!9AXO^&E9g>u;>O^GjlOrqnJ%B;{LC_>yBzN+x8B^ zV40yPO{C~x0qKHBLJ6Y+Dj*=e2F;~Q?x8S_uhT)zIESPZ{4@xuPk!D@9eYpZ|`%?Z||J5G`h05;p<<+B;SwJdVGK& zU*yJ%hTjA(Cq!#D!wV?_?n6`q>RUviW^xJgMG4Wk99k{hMP>schZ2B<)D$gJx!mVo z&K|7(ru!UVT{_RP&7Q)yT>I{0AMRb_Z{a8{f9%tmTR_Pl8)}p*U5dx7d>oI>s4l(g zg}%GQq@Ff>ls=A!>)M>Rj;%p7T=Xjfh(#|1mmErGu0=o%Accq{58lnt`RCj(vcN}j z=(>WzD}6s{42Cn7vzLDKctdDC3%E{wAf!5y_8S73^O7HgI@rn{<#tURllvNAAC;P~ zFWnbCa4<;4=47!9ODVT6JS@g&xtgIWTt}OTd9aoiQ)>S`|i zSWk+6ubio;J$ASnc{#2_%@NiaT4ZD#(_zFo*zm08vaJ!TpNg5gZWAB@NTP23e&>G7 zZjKkU_E3+v!}_nk^~%-*7+oSF4a z#JR~XlcLI%==PqdYSt%hc3}g*Cx+>3+B+WqdXe%M7ZXxr5vG97Xd}~_yv}SbkxF=2 ztiUIa{uxUft-`KIquTrs+0&nMFrlyGRaMqk`6DWWCcU(K?kM?5T^?JxtXFs$ED4=k z6ivZrXI_~_sRnBYtC^ASIYg#^@BnWt`G$_I%0A148Z$PmIc$}ZlnTtBh0&h6_B7O} zu-B1Rk++7Qst1qadrZRt5$24xrf`(4N>#vM>EH=&jm_v!#kaT%Qi09CEX7TSrTmu8 zdCNv|778x9OP!zIFb-~epm44OdAW&VNl(sUuF5bye76!;6mo1+!o1puMpM~5_*;w% zW<$f573JJ47U5Aor$|}Tw#++cBwZZM+(FI|pU|>-PWL28TlFQCrAmY~x@4FHlij=l zTpc(6d~Y#=F2}xE5fhaZEE2XjfLV@XBxw2I$FzD{*Efm*m?{-=_;}Cj6c8Ys?;C!pg1T;K-t4m zB&(P8}fi18DDF*GUuuO;ewmT2sc}y<8r)mYN09BYOj88&IXDMfd9- zPP+|ub~vfPNDU_uAO}rDZYlRgOLe|uSwi_ZpIRh=|J^{v;r4iqje@1&YK2AS(cYTm z_FTn*NTd6Ona3RND~q*P4`<7%`_33}-?EvbSKbCE0g#3r7hffMxfR*eRwSNl2DT9g z-KoFC*)>N3&D>)|{)iJ@Gaq157+*Yi-H zSoQ6cKk1!Lj+k8$+9>>S^8qmrkRoupf87o1*{U~zt1x9IveXkVpXPdrFK-~BdR`XO zEd*QfZrbb|aM^`HPfJU$4tAg1rN|YoxzAT*nVeg`EZK&HR;(iHR42_&f2tOu-7cGP z(l#qfp!R6mVY1fy#n#n|$3i+8Y57lW(vF&o6f1-iPAztyS>tLCF{1t8Lj* zs$7E=lX=8N)iTJk(%mK!=bg$VoeD3OGhrnEC^F7)(YvC@ySlLQSj@U=Iizpc7)|ZrfFkO%ogj>!rIzUBd%tA&4jzWj*pKTRKaWL zO7pRsF$g}xel~z(K|kbs_S+sDH$;+~l5(bohH;AvIk;>WEB$aaIn|i7Hj{H^L@PWB zY^eL(~yf8eEUrDe%ERlO0pC|4!4?{S9V%*F z=gHa;93O7tx~514UUVOF|IO*KAlLaQXBa1TWBGetLw^uhhi1 ztc58H^XxXi8eysJP-1QltFo_s)acDW6EY+#wSLtpiXMRS^05-i`R&YqeEOUJXyhMd zGW66F??BrOeF>a3jK10yXXxP2A`Y6Q zm)UR*dmZ1)xBtDSdmM~0lj$v-%DMDkzk07dQw`~EY^;VuYrQI-U-Aln-6Z^_>E2fw zm%jVC*CovIejrOD5ew5pf za{EzkKg#_}QCj<9dp~UNhwXnNY$u%S_6qErnZal}?9uv8Ixz2h)`-~nV;Kuq2XdY- zL_zn+YA0Tpcc?WYKE4!eFRImcOWNLXA$iviHI5#NxjN}xFwA0;)W`O7uk)EN?}ZH< z_4U==@Bw2*1Vz#|A7J)y>&bH@2Eu$qD8if;oWWV`4<^o+>L0E57}_JdON3ZkSG)kW zwhQWnrOHq>Mb*;&k&-XDf^GXtOUTLFq8^6CO-`B4e!SLY`COa&^EOo;SFK@2Fc&9x zr=Oa;2#T%I-yzWD^jV1gRYH<}W;DfQYWGvCOzkrZKP17;CoP{!Y#jw$zC}HTRPK65w(5>Rx;8XBq${8C!mjx|xsR`>qPyQv0P+_But4&WC@bkrh15RhkgLj7}@W2rmEpj_q`w=5Edt^b>F z;vL+txeDXv*S5!z#4QejM@&xE~N%cKMi(^iLhG@+WZ0_HgVtSXMHuRZWX#WGr!u@bA5! zpWQ1kf%)@1M0>&?iLF(a7Uv5{$~N;4Jcj~o!EfVn^FhO5o{fR^m=$Kt=oe|a(^%vk zK;7ZF0-`wOY9R&LSgmTtN>_jMK>VC>zwD04OwjY7(9`l>Oj*>AKRPw13yj;&>%lAz z#ej2hK8}vsmT!klFr(Ep4Z#zM8)hHM`U_0FoAVz+P5_1xDZw75x#56!gB^HwjRHC^&>xs zJq$i`x^24~jpHokqK}*B0}I-J?p^BaR8+nAv|@P>bB zVzU|yPeH&&*HSC5+HC(NNuz-HhQrP|^G#^xPs6q$jWC4?EH8})$O$iqN^!_zrEJT8 z8q-oh2B@g0;ON)qKl&6HguSfm7tuo!Xrw@B;THNt_t0mq3==3@9w4AVIqJp>uM?mX z1#XGEvA^*iTVz-N`czjxyCqFwEfJx^<#$fFZ5s~~%$(;NU1I!@Jy-b;Sz6zd$1^e% zl@kuWsJ;fr7B!gt!a$Ef-W7;K>!L6aBHQXjk`jv+7+??SawW~kkljFh@vBb}Cs0kgemR;I?RWh1zl5!+d>8U(wOD9QuT-Q=>@q*p; zp)oIeb0Y^qa!fLIO0Z|NWpf<3`#1Kv$&a+pl~!HOTs&E zC0@2#tLLJ+i_PvVtUSn;dE4o}p3jnR!JM<%O*I=sJ?Dic^dRSJ7jR`#+mn|0tSlP| z_Xx$O`Sl#QKsC-D?N146^b6m(L3%7(t9*zf&WRhi*d8zyDO-+Ak`GarL7^*2yty8` zPNr};W|B;#pP=>EpOpUV26FaU3(~XYMMmuZ5T&rxHxw8gY#dPuH>zeKkLfw zMvp_7hZ>@_r+v&D-knkk!&IBitO3mWD{F=s=~ND3&D-l|nD(X@Bc zs%8M7M`0%@9e|zX%M~VQnYFI3SgW^E%G=_qhWrA+Yh8i$GRVZ;v9=kf3r)w3$d2KB zC=cz8!142y?|cRVAZw;TN$QoIxyXPyeNM&=iI2rke#%>h)O*_wWSgMa46VrRGyGd! z3SDB67Z(SK=R<8C=;f%3USeO`n|%>3Fj7;oR+raDVyWqaT;VJNHVt@7cC3%rsk#nzyW({_ z!dbz*Q>-fTpfDA-*Nef83no>ood{j zW-M=wJBbwcsVGg7<7!#`9_|Fm@k1=+mU3;U(tCUa6(z`;y${uQyRvFaxu=fyp6rov zWd0177`nEay7dg=0xZkzv6peG5c|~~By_K_w9LDOA3m^$QLpbHYkZ)eYqWRTcp4w| r6~SvykM9|6cLn$NKk(^}GuSP(%72L!tvY>x`FBI}*0rK5cEA1`KvmSc diff --git a/website/docs/ecosystem/img/ecosystem-agentops/replay.png b/website/docs/ecosystem/img/ecosystem-agentops/replay.png deleted file mode 100644 index ffc0b8a6691ee04ef0be2ebfcbfb5b6645fcad4e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 392801 zcmeFZXEdB`*9I&^1W`f|L`e~yBw82@5hO(KJ))OEqPLkK2ofZ^V3Z`f(c5T=2%`5s zdM~4l8H}0v=5EjXyw7{z>wW)xYkfaHYt5|7xYl{@YoGhv`#6q$jwo$SRT?TbDiRVB znx{`5>ynUA9FmZb-@AN?_=&bU2ats1ilUQ}lJ-+2C2s9k?)FZub|fTEqLPd#jP<&i zv&=rmD?Fm)=H@}&efxxxo97L)LcmqmH+K~HZe9wF<}lIs5H2uoiztic^HJD&o2guZ zA!j1Dvk;n0lH$+aZaHi|3id=o2+~JTvGsmove#!%%ZxMLJCnrU{+06MB3A4t50BWB zIg$&FuP?d2zM7K4Yp<*vPUaZ4-Z}&SG{`Ye&G-FQn! z`r7E=$HyR&w+|3O&Mn3f)@0KRsoX!P?H*c$6x%*D2*LacUV1S}Uq_Oi`*T%o_(HZt zh-}{L6j}+#V0u8*$)l?zTUXu&zk2oRls;dw9!V zmj;hQDsTUqCIQ%U&??MpCUd==O0wq4(Nr2X^TU)LLVvi5 zr_W2g;`F5HJD0@DYK3**Lgu9cMkqV|rHY$B6mxgpdhkHg?_OC_xMFl!Mk93~D$JN} zDLk~P&G^f}-KTEv9x$6i?^;(Sp8JP`Z5a1yt%-4eBabs#r)QfYj1_A z-cVkpAK~`t?TMz*JA239`&{+P*^|%rE6;_wW3Rpq#W9^3E2iJ!Q`xjiPmp?O<*FAE z&zSQAdnC5>=-Tl&Q$KTmyobmnQ^;E;V8QJ!b{6@EEG^vJ+V_1+%($cD47P&k*Rh>^ zKbNk(^hq4%l47)_=2VTq6ZkqSHD`BE!i?3-& zNywg9tCKfyGhUtvU=LVK%H_T65pwY}*#!^n2Vu7vR^@K_y(14_(0Y53+ubpvwaJKt ziksm5*5C$*LV8o3g8VIN+3<%HZ$e!Cgp=YJXq44Sw774dt9psJ%BH$Yx>n*L19X-1 ztjxCGliqpVyQLI7m~j2c748W7u(!4K7xuye7Z>+8C_ahx|B$=1elQ2!PaM?rdt9%$ z!9ANMB=qq-an*S6!f{w)%@bS&b3N0jR|oE;djW0ION&{OhYKS2XsI#bA1rS67_JEy zQ!VrEw)QPV!gEl!0UvY@?^SY5t*w6$2c&PuN0*EP$5lVLY-u-7Daipl9SGXN^0JY* zohacSw9nVe^(M)8_{K@DPg0g#b?J!h-XGiwxMgJ#HuPfU)K-yW5x7KyFfrjd%5csM z$Y|j^J0u^mMLM?iGijw<9uYfa6*^I-zxVJ~*7D_us)QY-FcQ~%z z)V00)fQw)0*9Y$|`_GrAB5$Z@-eigQS)m<{LUF@BXz@i9`hMHYx-m$%c<{aHZLw%t00|{v3 z8&f4Yjo>FZg}jj)PB++~l97f_i}NkMH0$#gn-x`!@)oib85MA8x0WD^701hmpSyTS z*t_UE-x#m|G6Z`%apMbXVOm~;v1k4od7qo`$K)i#Y-X!sW0#n5r_xTZcW#;vBmSsU zR4GafB?8K=t&vm(=)s=_*7Q}SZ z+FtQ_6nJlVje1}46?*0B5hOkQ!uGIh_4dH~^R<<&#NFz#O$1-5PEKC5ip2YXUDx$q z&oZwT`E(f>M^whp`#h_LN%&=R$@*EJFYs7zi-qZ(v$4K8jU~hN@nyHgtR>4;a7dUlzG>+7x zRPX4_Sx)YC3GvAlNEV1rO8BYlchf(5V%&8YZ+7E0ZJb{FCbc(RCet*-S7v7RT9F-{ zdW-ryO-@2Gl3qK}6`0#Xw;x}n`M~{=vEkOCVxsqGV!`d99~%W5zc%vk=e@B1nGy4) zQ!{ps6)VyYbaR?*_WR`L6yzBi@cqr3^f#EO3sI|49Lp-PpCtBlKPrB_S9m`yF(bZ7 zxB(KhaAL3wzgw@#m*(M_d;G(RQS{k^)I_<>N!#P@*=`Em%luLN0KFEE+YMv0czsQ0 z181(dKC`~SZJp-DL5SXAV^H$K|r|cqRe7(Z+!3jG-TDS zs#*scTV8u)w@&xdZfT)m2D>QJSMNRZS8HQ-J9w62`Lpy4H8vC8Jgr^5>Cbq?c2u(% z7gRi|au!ov)s~-KxzIlPrjX*RlP05vOQxGt@DR!&Trs@0ugziKUVK12Q`+5rU1+?d zuj<28Vb!Pg)B*mi5eX^3y;%Q5f0HAy=qmvM(EtGOC0MUQ=U{fJv-KiD*X)tths0Ua zg_`HfkAiYMtY>nEV#Y8?Wgb>Y(lJyB~B|sp1;fCPH|e)Tfghh3CrO)jzA= zS$j3V3iu__L*2s#yAIC<^VryJ{;Dg!3v1L~)U9|aVOQhj-I=~G@!myvT*M4(XYsR< zJqe!_SahYB*`V2KzzX6WHXqUWUWL6!5}?hcLNWmYc?8z@F5a zyTr_u+9VLR(W1K9MzuFKnGKVko*4m18PBa5p3bsh^s$)YD2G?{=eQkl&dJ#YezV*} ztYdZ2bF*Bvt*0bM3Ui7*VFr;Kk!sr?&Nh#OX;^7E-amc68>vJmCFL){A+zLXi`5y) zOX~EB6_(SKwhRhdc)S>ePgqK5&L7s2bIY0yLZa$NCd_ipru*MyN<$G|N8cA?dShr(W<|#88f!Vv=8iE+AUDu)%ABZ_xcoJEBEm(XbPQ-`xXD`C85i*JDo+v)DJ-FLdIZ`m*9d#<<8`u0WYtnON^j zUbXVk!CuJw$b%SOf2|fTCg2zOQa}5{lCLujSVt}Gfu!|isBbfU>&dLyVg4G_Kon%j zdESGBjkmlEwt(G%U9uDf=Mn6&W+`=jI2|0_{Av^Syag48kL2J=;~EH7J4fvtjf#F2 zb!nLfgU*=IyLg5Ew%4hGi@zY`_a+Cc#YrsPDPE^vB;nW_;9F+G0vm2d%N5@UA-rJ< zeB97*L7RdwpBK0|-zQ9hb_<^oEr7{ic+Dq3@{*H;LoT3zW^Zf-tCn_kQU1B!%EV}f z{=WOOiuLoGNa%pV*DX@8Jc0V+aFF-QO>rM0r+8>*{M24UgG7LMeVOD!q!Y zi;egqAtB8s{p%Bo!)&s@uF3EH_Q!y&Z5a|01(K(a74`it?95SknXjjIkCGzE&J z7Y|(q`=1;9U+yLv8~A_l!T*cKcGtOBl$kd$1QzyyvAs+kCizM3!7Dd_E+8|> zhGX(mh8OFhxFGi(^Zle-aPt*%3$WGYE$r#S#!E_n9p=!#!b|^C+Zag;m+$8FXWdCO z>~~Enxe~tIk$QIW(qyx*U|a$0rSLVZ_B`}a>$Px&mhWhqq^Dc#8N=l{^P00E4x2P9 z^ZyX03LpmU#f0b_FN*@t;&A10ZeX{r9=mBeR9y3^)AgB*$K)s*>ZT}mflAS`YSFzP zrW+mR2@?$|a4g#>|~O>zUD!&9vs{lP;;`Csoul4*hxLrasuLu3T$$q!=ypDYiS3UWQb$GVm|OxMh7y?~hXwQuKqZ@DZ8+T6-AEIYh4 zN=Am{2TFp5)RYu5bT(UgSNzf}yJ!Y7+T#2}h|z_||qKWjF^#_a0gqe_ryY z+rnNuYy@5_4V0Z{=W~kv{H8%)of|mKZ5LzNE4Uxln@eBro{{`w^S!RDm?A|Q<;*4K zH-9bIeF?u}`*quU@@v=KSCn;gdJ3U@ z@{s$$YucNSUz$4CWG*!?Mu&5^0M#axb27m%6^)9Zbeiao)m#D%3lW0-WPjz9kWbeJ z4^m=1qXD!`;r#JbO^;f0v~GV^0KdEkyw9{t3H&vp_-UGIg~bmL+*$wv+b@f&YpJib z?cSZIm!1%rFTa9h&wqsGtd~INOt*8u3i4URi-~7jy9r2jIJ37WnPDEWh)b4v+ zS@ib{c>|G&)A3<-XD6C=pRWFG{$HrQT#%}E!3)T<&2(C~%3~v%`#EI8yu7h;SQn_$ zPV<+eB1zNFo^&e7h`^Up9>04-aoBv_Dl<{2nttC^`(H8ipH*F9iJa{$14VQG=3uw% zM_lb4qS<96MUQR%wP?o%*&)0}TYgVE?V{2T`4&Thln;)9rF@-k$H%3=d~W~eh`+m1 z!JGPxOi?lKyLOYQi#0DxcLE|Wh7w&ah`qrX`7dWHhwv5ZbgD*CedLuT)+0fNAFvpA z#ahb0ceL~8Hjry6mp4iMdr_0y-6s5h#dfv~IRj@GtUt+a>K{tMUo-yxP@~>Nc;OvP zR~7t!xVuK}wF0fPCfBOmmR3EX2b zmxq_vZ29N=(x(Y`!E;?~;wRQyv`0tOt_MqBd`>)kdaH9_Gb>TcB}$#>#g<>PchR

r6nPFQby z3~ofXJp+rg6W4@oIsfE@pd8Ce&FY3UGh~_IT2ko}F3z`AuT+hfnkCm0>MVm1EB?i6j zD_?zj#L_7#)~s{e1xrWp6^ge?>->?``)BTEAaWz1V!Y6$zfXMh3fcD5y;)Ul@+bQV z^v`0)QA4Vn)jqp32wm=0nPju^2Q~eAd#R3uLnOqyIS}(sGUwL>HH%2qJbq8hXJH|S zVPJPE?-LGAIG#tm;j!r6eUHv8DbD|x~bd5RDPY!pRpTB#$)(M0= z!&F?o9Wia;t3la)Q6t^f5;M6~zkEofEJB!i4q3m4wI^O$AM3piba&>H{GaW7`;)wI z|HjA|FLuB93po6bXL7D>>rUVW5n950mVQJ{MsosuW~r#DYzQrB>|+(PmC1$PJ@7;a zI(d&cZzMvZIv=)mX1PytoY8OuI^Ocmc_5EJbt){hK0Uw~9HURESzOUOI zAVovzZ?QPh_yRN1sVQm8)s|_M*cXCt-0obtm%IfM&Xt?@!6a}wlMsG)m9YPu zJVZt`n+n|^uiQq4nGe?Id~D!=2j$Nj57%_ZP#Ns-ERRe%`VR#9w_W3)5??qA)5&mr6yGfszaDC zp!sFv9E9M7{WM{D$c^_<*K)sRmQl2m=glP%@P@ddhY-hhHzpxnB33OoIO~WR1-lfJ zCiz^!YI`WpY^UMRsLz(aOf-)!Fb(whAI;MvjbRq9vVfzFF?$xJ*6k5evyy#4AOwF4 z5VX-n!(}!`QDOl{Fj6zmL?z^_$$B4teu?gZwmRpj(9|U+CNcnH2&%0u&ASf3z>fY* z_=W+FYwBRx2yn^I8}B>cSE0%oJlN>78#L!r6by;=W$o&hW^251gSfpkGaj>NMgoa?Ordg}Co}&{Nt{U|q4_h42>@lPZ@Y?q%5pKzv zZwWRFJS*%3Z47>6x^$2?;XG4YBZogxs&zdrqJKA0>&*8A=FJ6ktG2U~h~ab##O&2| z#H399GH`js1kuziCd*nR%|dqG&ge!7NTX_c5Of@~=0IE6fM)cwqF)_3N8+n7bnonumjs@Agt ze{mjd;Uz()oymQF)&}Py;=W98bTAhEr+s8_3x1c_-$xMJr8*G zO6k)>>kRLW!4@?vOeaqTJ(>__43(GLH8$`KN zTwuSM1gKU?eqGnlP>)^4Hr_#|w(|3aLXn8;otb~a#j|%q5WxXcA9ilQUeDV)^k*DP zuMQ9sZjbBvNyT`cYTc`e7ahMOYCSvMdIkpQ;x;EMn%|@Rx5p~+hMkCJ>`w1y6%X@B z8OUsVZ<~>PUj2Ok65+a}>)TD;acu?svQ|rZ+I*1Jt+(^J$}#lk$nnyc8n>}wIFmWL zkRo<+YixU`+)9;$!e?(9gbd!VpgAdde|Xv8!*mx6;j6l0X=0`yYGrkBQl-KY#f;nFzQ$-Q-UVI$8rQ zQc^RERPaJjZ~5O^jGu0WhLV0-2OZNn(_)Kl4nH4Q@0~=@u&emap^l>%^LK~8G%*Yy zr)#S0PNh+gC%ic1Gj>6TDU(BaTeq}j)5W_{yO2pvzkSQ?5qM+`Xy#|MY&_&S;pXqv z2v6rewKo@NqeoR@T=COqXL57o8me}5bky;_`5!bLb_ zy1M$8Y|Xgr+VB^3^qLvh3D@H?8@b34&xb%PbuA9(3`<*Ti%Yewb zRMCA>w!RCk0ev#C7hJBwX0`Qh7pPvqEQqKPD$NK^UKHNq)!=m41ysZLDx^F+H%Ibe z0G9MI*`DDh4RCI!6YLzh2|`PhDu|y2q=cqe`6JFS+j_S?r5JX{Wu&oY^ZE0oH}`!ob0e-N``_eSHB~kv$9o{f$~t=$HWl10^sy)3K2Gnf zudYsPD&T#q*22-x@-?%{Mq9KFgiM>=6Q!rWsONjMNxxd5XTSf#xXZM3^pW#PSah@q zw#lMX>49o>(I%dvy+b#xacH3ak3#*Q}8j=+I9J4?N4X zyL7l7@UoA%BW=DRFOXqpUgL4kF5n)&6U!ekXX%<~(DbHzg4!6&DQ!j#ANdRczN;v8 z=nxSY|J5IH;PF{TssPNMQ(wAx6#3zC6(g^vDd+m#+jq-;mrj2|h4^W3m9v?}MsdL5-}ygDn3ndOdTeh1Nd_3tEAZNyb2n2nJ)X@`T@>B)VIOY zn^%R)+??(F82-NIj6Mu0)Z?9Eu>#u=LFG+_R-av!nMM%&cza@oO`>spS8rV)MaaZn z)icIys90gQ48R*6n)?`}KeU=_{86F$SzK-_I3eIu2yQ*eFaaQ=76qr>Ma+Oz{quPUaNbM% z^FbSKM1z9j*#8Qv>>y__D&(HjFrJK}G;JXAP709)_|5oDGZ~-|4HzWn6}l$GYrxt?9y?a#wST^b@{r+?k|yr%S4yPo7BCAU+V5$ZGm|z6VBYP`*BSv^Sw3O;V-0}WBq2ea^EEE8 zW_)CwYscYO1sU6J!pcg-ILw_3>X{E8_%br=rSR%o7`ihKx-UKGJJZh*_)PKKvBa_& z0mj0mGmhfHFV7p zEx85UrxK-m^oWQTrqZe$ggfDYjECS~R8%mIS^M>sfXKIWC7_vc^paLqEs_KD!Q*!)28A z2lG0MyNvhFY*=lRX0K+^?xK$vj~OO}*LS8oYhSkComtdt;*?JWQP6Rqoh<0E4cG*5 zKR%Zw)q-mM%saTBkz;89ZdrG4?@x{tK{bk1Xqj$-oR0a{zUnZA!mzroQiY-C{Z0wH z6`h>o1}SwIX`l2HS($a&gnLq$dJv+iujT9vfIZtbN%j<%8kcdLs!aMS9T|Y$u`e~{ z5h=c3`=Vw;1&iL@Dddtfj~TB&Gc+hYghKXI$17~G45GT)#*Rb?K}nIWo?LPn$BaTfy8wL{-bYp#g3~r(MZ6vQkLAx!uASu_#=cJ`>4>8;j)tTn(H|76!Q1 zaCy+N%C=RWXQ%#VguY7lM&(pDwUN*Od+@AUUA;Jgs#i^`GVuq`R!YO!nY_H`S_yBT zT>wSKJ1$ud@L(}h%gL4*V2#p%PTnt$SZwEYb+>TVBi`7(O5Vp=BK5YXDb((p!O7Fy zQ|Vtno4nF}!EhG^{)MrrM4?dkq-+fs?z^ov_#-M0LXE)Y=+m3*Qf@aa;Q~+nOdaH` z48%IN5nT|LRI~L)DNf&i7ljn)iJ3k4;d;IE7#pxP(`5@U?Yl<`9~lsn#CT3R^S3(8 zcYBE8ZqfbX~d6a5PZ-~7F~ z9T80pEK{q~M4-@#@LyK~d<+(sWGcg>hfm*>l$4YQ2Lw5r-ga3TX>yyY?2F};V;0O3 zsL1^zkcgdMA#LQq6Rz%lN+$FH1vx)I|4n*Wn^O>dD+;_bR~(5u*;EDfP1E=|&;6W? zt8<&PCQ|%&ICu%W%^p8gGZD$LYXo~wSd=C~tqK$c3IDPxSZoGZ=ank}r{S6Mbp$rt$f{!{H_cLFhg z2gq@V)1dr6nbta5?)A7JJ~s!_O`N)rOIwF zvPQHpu2bD}#DUS%F}2>?{qa|HS11r{&e-aHF{d~=kEU4#@GXRv)T@z3$1Hvg!Ivvf zYBL}D3tZ>l82<(rz2Z?fjtI{c_{Jby)szF2t@L~)1OP~#$2w*eGa}fEyYdp=505;v z5Nq_=vn6U(sLyH4VE zn|w}qR)EZu6nM4lAfdXj&@EWI*Jd~K!E>sAJ@7h#`PS)s-GmaCm^p3%hgE?foIgxwEnh!z6O#1U5*j9t>ON|@G!MJVUGp91KYzbDjRrI{G%fxMg_-JuP;477wa3X*&mZaK zYoZJjmfH_TYa~PoK1k2ykG(@)I&(pdGy{V@C1j!8N#^UF-_RKel)?fe~QS8 zo<)6;5wZRET|q*+O8M-ltg=XR;6R~9wFtCYRI})AlDTeP?U%O7H(9y}anQ(=nQHXe z)IUdF#QP4u29JLQ3C>j3C<-|#%(;)zJg+2Z5R+)6K=U-FYJKXKXtJIHkS$Mzt_F*2 z?QF?9ZH6kH2xa8I1Apx=CsyIw5Hf7|5qzuU)82X@Q}2ZTsuaR+0)KWokuwKD-S`7e z(HGE=9?Qo=W(A?5{@haFJ5sI-M<44bzs;Rsdm82JQBQ~p3it(435vo!?CW8X;0-WQ z3JI&>L|LuyI;RL(EM8dWxH;)}*6Rf9YFIJ}OB?@QTt+1L*0)t@X^wuyu}L@0Ce%}< z!YrHn?FTHb7uD7wC!JJ1W5fALL;|_R`{?wEf-J+D@)j~==_%vSH~eIyOU+&jdfT50 zRyi;V8|>~a>)W+Ae-4h*tr4-#sZ|nd*F>%RZ2c6SNXpFNYB6YeO_=jXUyT^TM_v>- zK-U-qNS8c%{gR!1<(q!yjaHXwj;#H`sdZ0*Q^|hx%DZ{O0cfV&+GVFE5Vi4wux3RN zxFZ>a?~p=wq|7%?G715J}f$yV%~*<7jz&$zap%}kWQc*FF?QH_w3Wk4;2kTcmH;7{7t zik~3ls$EE%OlSyc16|YR!OxZ|qc_tZ0Rq;dPdm4T<4S%$_30MGa@|OG?Gx+|Ybc!1 z9X$7iwK}m&x*gaSf$@OpndwuEhc}Nt|4pYXBObn~oeEX1YD+n|RUJa(0lOK1(64i7 zWN0|@iVQy?SCKWFqjqlBfOQ?e>Td1Voj~Ev|IX^&_z%IuqozuTGu+ZLbAID1&zR<6 zRV$d|tEO}6Y+D2!m-*gH{Y{pJq;+SLPf{S7q?_=jzU9e^+ogdRkt96gA#(l*2{|cj z#vpio5c#jv(302NBMrcF>h9Epf2SrPXE*P)4e-$Jlc3l7%!1ucsB_v}H;0oJktR$4 zi>81*xW=}jeDL}c0{a((@76N@S4~>M!R-xAC!Xo^16l4P$Six%bakOu3V?||c>i0c z{FhzdoOGb6NoLp$z}n}&w5m2*uKw6PT5^CEenTg4^NT}?YTTY(OFsj~@f;^hdU{{t zk50xYbI8Z5gVUAcl;&FGRS9Z+fuE2`=2#5Zm9csmg#yO{wXLKSXq+9JN}Mo<`8Y16 zsWONN{=lIa3oIBN>Y>fl7tSe%{7lj2Jw&-6eZ)M~MO&@ zI#vY@m5X1@UDXTZ=;h7^&viMnqb3fSph-i& zc<-+cmI5J*;p@=a54R%%uv0F)=L3Q2(|unovFE3r-^@Zb2YNrWL!M*q_6qz6yL9@>` zg8;k7z$PM1D5d=tesZjhxztxz<2qFo|Mp-6D!(2@k1;Dw7GB~q+?;V4cP+0YoaY3i zJD$0>dYAtIM>FR}KRw+!+M}Un7NVT$0QxWT2cB23X1&on56m?*!{SbfSu8foo(PX= zTh)t}UPNl5)Es~Q=-wqrhe}>8XW<|(HN}Xa7NmI8@bU2hUJ@E%z5Uv)NvG6Y?3iyqo z+dD?BL4BH8GOGqd%Syw#-X-cFi?!|`LjS|e1mfs7`k7az8WSQx9!Kc9Yh5t@uk4bp zwa4s|;Vai_e4B;_Z6;tdUUQh8_gS3-|9*@h8%%BMx7tvIU=cNC!+%Zwxg&klK7U)L zljHqM%ZqumRb%%-8U6R;j%?SE4gJ#OPJV-dLZ!@&&FKFOI_BNpr;VV=BCL|!Frt?-6jq- z@wX2i3;L;@eE9m<51Sd+w0ow53`OWwW(HNyNFOCA`ac7{s2dhE&>av<|JYL;LzL2`)|MHgc_ z5Q?|(+|u}$jivk~iS;iRzxzW~az51kZ0Sr7U@tDZLcR~i%>bu)p+TETmHB0mBCwW3 z89sL7D+0U4oc)H>+t3g7f#T8X>YIbSW&>jfXv+(Cp&=Cu3ZIi|n&oB}1^?1$gB*Bw zzQrJxo9&QG3T#_bcNS|I=W@|ad10kN&}UEgg}}k`#PY_JUze-C$k_(LXPZSU z{xq30=@0B)q?T0|^_1-_cVZjrt(7POt@{`0JtmG&b^R#_4g=mO=m1eT^-_d5Fle4xFOO_)NO3ic}Iot&?oq4_Wxmc1I}bO*P#puqDDXqw_Kk}i-OhJQGu&Cmuw;yNO(ux>!auN(%?O7}Xo{^If-4m)R?h7}va z>act8;#md!U3Vp)E(lld>XyG;b14|&PG^`FttOWh(niOxT?u`1hsPY+j1mk6<^}~6t(JpmH9xu(? zwEX^~7pei)e?J9wvK|GAeVhpphh%@P*XfT3mz|OyTa3u7oyAy9j?JW;uSW*?H#Br= z%sm<&87Z}i^jSRa+3L@eCOr<$K#q}_mdVeE`h8O3VRLf6VZgcpH?i;&P}3H)F>u?q zFk%=~Bh;4dgTVJQ?+6MBpc1ruzWdq@yqX566n_z5Wo`$J6^5rvv}eB~SYR zS9h2p*V0Im^WMo88wbFroS02|2kemh{900xM;-yCdGZ!(pXAB6S&%y|u+*BLIjC%pdUuTiP7N&l|l)ZQCtykRs6#Rcr{Zu}cA3 zW$B4=)bt^j^By+3FtW6Op2-Q7rCM{r`*~AtY*ScJ2^8V#LkkXiMl$wV&sPNzGUt|1 zt(KGQXBWce5MK$c=M(dj`OsjdqU4(3DQW2}{qo^3yiJpHgWmU){E7OZ!H@$ur=Nj3 z`eav|X(bK{?#aTaRpwWz_ zW)ZTohz%}7-Mo2!snX%g9?+w!B}=+T{#YQ0JT&)Z+j@vqgY)~sN_ZHBom;22Q78@K ze)i+eOL2V1dvooTvKJKdWDr`bpic~3UOHc}jB#>~n0birWvPC{_A+S9{xP=ag zcA_1h?x-hoZLVAMb2-b(dOK8P&~wOawFD*~7l#FFYP#*<@8T(j613zQrWXZuloTb& z5!d!l4vS5!HFt@v=QpnAa!w6c{sX($yf-$o!NeA`<>EtL=B^1Fah@<4>BKQLzi};-oL0GbxT?;vU$2?yAPHQ+t2TpaQy7$OU)TNmtpnoVY z8JfZ+FM8Z8^NTU6x0)^HGtISdN*<&+mvSBI$;V^GZ2Y9M7nPV`r?~&6gUT;7FWb{2yxGpC``h zv=sC#aBEP)_0XS5!DCm!83dGG+?iJ{M^CVtw{RVbTEI^ZG`*sY`rPWP9_OUTYf%~@ zic9!`H!~oxj{_IJVQq+LsoIPDXx{H=PCHd>cA&>+XAtq=lkIf4C(C#Lhq&F(xg41Z zG5rJE4e5udvQ53+EO>reC`v7L;`Eew48nLD$H?3CdV3dx3tGI%ey<$HVpnrO+7Pp7 z9)`EKT3Bb-Dn9y(uaDh6WG!X?Gl7iSh6HeRP4o}V))8sQRXS9bxZQpSm(Yf7(Syt0 zPLt&!HTzo&{oq%IV=Z!WZS(D6TU1@e93DiTX8hCYT+^rqb58F30Rn0Pk&{~mANvQc zb;g-(*DE;q!UiXl4Gz;;f(w1A`1S=rJj_Ac7rHyS0=vQ(GeJlM?q)n2L56s?t2)Z^ zJs0`GaTQAC{rA}tSo2w^5&zdnvh)qV0*ksN+)kyQ(-`BJqj!=pFYipJv}pyHqpnHV~g z{a*~XXOT$0S{a=5{m5CocbkCHg3VX~p{$zpeEte!$EJ9x`Tp2US^vE$UbP_b%1L)j znpi6x(&={*ZiV*8O_3Zc1hiuF9id#3t zd-5NpA1pNIkSXc2GPFwMpQ;?Mx0Kq|3ZbwA43(S;3sUh54LD<$0K=4o4yHK>6!U-|XXq7e30@akwN08}Tl*jC# ze1aTDW~UY0N9iF1c2uwh_8li=8Fuy^fn&8Tj$}?7{4&Kx8mi|&>W;1jRWw=_+ zK^M1dKF2aUO`@X5S??YY#SK1p(a3y2WXMKDm@(9CZa^VmEHfS!O(R#IKALSCg_x>x z*d6X@qJP5|oNIjHBe8Wf%?fjkiy)=FnTqti6W~AOqVLr_750>vj$S&aVW zjby|nVfC4V-Z*IaTp+r`^yW4`NnW)vbPv}gsOY~Og59IV@(C8#SIXgErcXaF;<{c$ z9Y(vA`(YQ9dF@)uScT_0C-!7SRB7V%iCrOs-rS{FKXp6uvhh>J0#d0VVsEY`5P3y7 zKetwA>;UY%Nr75@pMxmE6ZMOuAJOtWp_>6sw2e$F^Q$u{fhfP!+?%GcAFaIFWWBmx zZ6XC(gpxxc3r%}3ugNSXf&rdb?VDH8!x;Ko z!|)M(Ycs@WZgYN9>AXr)m}=}6B;5D()Mq>+J|pSF)Fc@7qupA*?PPW9i13?&+)XXo zag@vy1A@LQYWZ9XX&ls{PzBR#!(<&R2Kqw-n- zKW6czqzM|Z3ZoTofy#+yyqU`NG;`fkE6rc|LQ*k$@+Gh{K6t3nLNwJ{z7VqMVKsUJ_fAIk8e& zfi;Rf$rD9uzVq;jnIhhqPA&**=;@i|h(6cB)2C;gt_x4e2K;U<%K2*1FrAuG7~JB^ z4n)m!Rn@pOeQ%3XPP{W&pwmrzE6Ku&6Vp!Vg`&Mm)eA!*Gmy;!kfOR&{YOvF2k}{} z9CwHfniXXG=6GlRu+v7T5D}C9TcdZu{^DJYtmj<#Rk4|MaxG;%rdVb{qrv9I&g@d3 z(2;#s-sUAs@aB~EXR(R=dGqDD+PV zYYlECJij@$tfHBK=e0aBG{4RSp>3`3UDYF=wsyf!#(Zx%MPpBt|2jTtdb=&{d%eY% zaoISm?85TT*egjMMSO;1nW3wZu{SCTWXyOE)al6SBzWuB2s+A{YlTJtKLaDd=hv+k zi`UD{YY<`=U~dvmzN9eW0*mXi;-+ybm{r^LX=y8apgUlGYzA8_7pw?=sj~b{Npo%k(^m(H!%B6y{5$ot*VuS+>LCx4st@M>Rz`MAxshdS!{CppJ@lIx|k zA(a^Hg5G$0JmHA6^`99WNf|8Vn-$H-_4uJ-z=sBWX*Q z*j6$-y_=RMIZHOCb4$x!MP);_>iHtWC*nY2v{2b9BHPen&%O-C7*a`!vW6IueP2fygJj>gvCT~O zWiZTOEVKOHopV0l^Evl9eShb#`*Htq|L0-6$MwFh*Y&zy%k%lXcFc8cm-FLxGb4Ci z_P4S0U3`n7&E%f_xA>G4*tLR$BI|&SGj17v_TeJ+LK)597Sv{}txQG=u%|&56_J^$ zO&8?!5gRIvoNO*(=B)KgOWso2KejdH=}k+sH+- zF3&{W@+IQzJ5l)`BIUCTQWjgE{|JXx+Dn-k{l$s_{^LcIJa(Fek-TB@I=brNhT!|< zN3Kh@Sy@?rqUOj&@#5N%-D!jx<0(;1@zO!k*3MF@S`isH_kLgP8_H`Ta%v+$FW;mv zP-u^RPQ7k`qDVoHAp%JKeOhjD2rrAu0R2Vtd`WHjAEPV`3sdZE{%re4Fn(V|sheC`UhPs;Vj*)7c;}rg^08-V-;uNwLx{qN>S83HyxQ~q z^~X0>Dly>AT&IZakwMSa$TK`DgrzF_d=PcxjKV0xH|llIMk{a2!+E)WuWx_v!id}l z2m+lSjDK42KGe>g17I2Zs|_KcxI^^YIZ7kc@w^d@G-Y4)oYNZIB2>U#z1FO~xM=K= zWAkijV=4?WCV>dLzqfXhF+xRWE*w_z*fY+-ji@yks_(uL+&CEOlj_dNLgv}Au5d7` zb^zH_ieo}P83=G}Zr3F_*TET}FPU)ehM|b_0si6&U*EyoGQB-R*(YaHm!ug|d`D%Z zv_!?OekU1P>K;@Qb>>))mp89)@cnL6#-y=v-d1|ScM?#6pkB8c(K&)Fw z5ebCbI~yLvQzf>Yk$tXutaLsdFE5vg?GzBLx$;}tb=wk&E1a6gZc@#jO)nbej##q=}_+e{kGGMHj)Ra*m=Q(?iVL;$y+Pzz&>Op!Iu32B-IV70o zA3@;CG!E%IR~~M5sjvVuQ=cT6Hd8c}datUH%g{S8i=vkxgR$$Q2K7+; zNS<#b;sIc}NMO`Rm-OSpzc}_BRVE-XpC%U=-q|_yu+=laMvq3@|H|5%f90CsXPIHS z*q@VQ$AZ24tA4@Uy}<^JRIecRdxGsrezq_px9|9|{GBai9UWZM)wb#NJ!yHHov7qK zz?dJoA`dG#8Xa5B2~RcEf?0L&s}!#{9n+8@wocJI)Uujb)^GfMZ@OLwVB{;n9mQ6#>b{FcTndXH1xZmBG;3YWhg8<*?!tb5KPz_M=k3~^jU<@=(c5YO@>=M2^>bqVerfM&{rPij&5&bCMDp>~OTg}Wl1#s>KI4~(=g zvZF`p+HB1TqHNLBKl(TXr1*xF8SaL~Jp$Kq(7g*_PuIyxI%ur^Dd5}mvrMz|d}8yi z=@uLLpb#Bij$=(J>Y`sa17f#!Ou&_?YcAU}%)8^gPLHj|N}Vxaw@}7=*w)sii3$&k z!#LBq-8oc`U`*>+Dof+5S4f-JO-}q_a5zPN)60jZH19Pf`6b&K z(~~8s(80gws%!j*MgW_Bt`{y}A@&lcN|D zymOWu+6Uw)5y){0w|8GEPRvVNz*2`pzv$m9_^~_8 zdqmW%OGb_+Eq&hmtazEsk2=M1|Nq)h7C$mgS7V55j=jhR|xC>;`1DrU= zeC%<~d~E;wRMUQyhYP(xEB!f~;6lnYDnub06+f){-dVe?35&!$HP#hhmCs?rW09`;nxdG_x(F%3e)E= z_q2mfL2JNnvv0oCbC|cR%>WY%)IW?GR>o>&1M3S&{v>w64)%xS4PAVxm+6kcy)-Xk zJ@Xfzw2MQa+-AcB5B(on!956zig-Mq#_vC~2wumm)(CG2IZW7AR+C&V`c9sDR@O{dt zFJWf~$`?DLABZ8xXofcqbh&~5 z;CMF@3B;j7v;qn{5Otsc6MRD7I@ zOH5MG9297d(h&|4F`g0JR{oHYduVojqZKhxT`ERXzfyJ6J--HTxIqBKe7?0_ua&CI zD!T9}>+1=9bq`$a*=CN)(!2W7yYwiAzqbXEEQ_Z1;3$$30PiJyjoprmN_qAxYliu7 z5gpPfuY))?!L;uPTxl<8U!@{7Qa$$_{~3_g_Z<&0eJ@vMr{nK|TJD$((L}CgLV&QP z=sGE2ZmnY|yzCM=d`HU+^(*lEtQizk4_}i$B6x*+(Lh(f{JLQmDJt<~My>rKZ-9JF zkUgew;+fcM4mRKb6ZzU){>+Uxr#EM@yu3Lke?xfrLG*I?)8!AIJ?Jp*G>l4|(A~R( z-WTqA4tPZy?Oc*{F}9{-YkYK*SG?S1C|^6x%I5=A+f~)H3QO^+M6!}lnSBto8jkla zE^U9aWvfw|^4E^d|BzOOuKlXNGUg|gAGuyd^^MdjtlQuxu67vJ=upcwal6^B$0mM{pkb{c>Kj$?q* zTVeC?vgM5s?#c;9sRVa3E9pB2O(Pr(u9#djKLD;2G+}|&b%rp9H3`h|u#k8v+IxCX zGB)^*Z1#KZl-QI=a8`@8R5hb7lrlbE=~PM_&NdBuVFG}`d-pci9*{xE(gQHA?iA&i+<)*Mm zLaKW0e(W&}+){dbNxGh#_GbP=egD0t&RQaDT2PApWdls>aY(NfO0=sta~rp>R#J?Q zxLkJ=UZw$VSNVHn-(v-JLG|($t;z2R!q-Ef*MsXf^BwYHH3G_dAfQ*>FIaR}QlVL| zT63A|GkVpF9dB<6LOS5^PJU$o)KB>$G*M_%lfpcdzN77R*wn|Lr!YAvOZh3(ud;kz0kp*4{|Ffr zV>%~X?#t8VSkcd{spIK+_uL;Bf{Smy&Z@5y8^c_z$(S3Nb$&PxBODQ5zT!^5?veiL zMHeD)J5K+z(nz+A!x@83XZ|6NpT20sseS4Y5QOnP?{pSLd5^vA<5PWBZ24mZWWvhC z(&suPK9%MMts){{RO2&xfG&FUcl9Zh#Ry>;R@+*u|2Z<*v^JeKnQsa~6s1KKS|M@F z&>vUCjVSDL^Eqi1rNPkocYMXPk8j8b;R9L|X;lE8jxa+(t~Y<#`O;j1#P7CM zxlK44s>yu^a<0?IW(l>%2q_l2a(XYPJ|Wt?{p~I|_0dqS7u2F$<_FjGsj=Di8U4Yz zX1J`BmP^m)S5*+k0ix1}CjfVWeDg)LQD$?o6p~P{S)8gKsFLwGYeqo)fy~Cu3UxYN z@T%Qcwne;z0Pir2rHb=EGbr=U-Xk*a3XUU>4KLXDS~?%0?=D<**(nj-ZlFP4`Bu+` zT>Mb&-hYMT%JUETw8G<3|2N7W+=VywL|A zevXzplYOIvo)#EoZ-Z0NKhkl` z2_zCKeLWhNomcnVKERV+*v9g1cQS$Cv~2UKe)Vi-1=yAyykJ%k3j-g`bmU4j*Ng zv8W%942W2Bc*m#QRY6z0>mDxD3v^P94K%S&;$_Snb<{)V`*nm%WKvWU4hJWIJ9a!W znkY*vDaW1z5ZlKWkBbL5I`QeNlXwxYXA3ppKgsVEk+o}e--ntk@mfjgGpibK2Q-wX z?>1)54SG7myrrLP7x44i53aGd&wsp?|J6Xb9H(s?w6JB);m>;jM(;{Sx8a~@olkV2 zODRP6$Fxl>A+~e>P#6cGs=Qh2pHzTI(LD^xqrtPANg=N8AhQVf%U++P12Jz90-4g%wkRiOY?*SvpXDvd38jMujj(Hh9RZ?M4rt_lzlOchNr#vA&yiw@8y)idvOG*gyewX zdZv?X>Kh^-JB?a{JC2KsZ!S#?)^e?EE5D4eNLrW|LMp27^tXh{IVlSZ+kkvmUcz<~ zdRL0!DNE-ip33(3E!?ReWLC=i2`FpQ^=+JwSH{;}bdvkKINTUrX@ zQO0)HoX3aqO(Kx80aV~%1#}3uQq%gcRy0R4?FDG$r{6!ILMv)9j5wi=tRrlsstsg1 zXZM}BQGfJe{XV_5>N`>_$@hA=5|@OZ1z98`>pT*^@Fp+iMJXt>igTTf|ryH zH~mKzgoQ!RKS&(1+JCn+QW;?wG1ya^@_akj-tJYemHyPm8+gms(qJcZ4ckR?X=ocp ztTpCD5E%fQsS>H;-mGU#= z7#N(&%5D(Azi~qWLVq&&)cb`JpCnj|3V;s7E;>E5cFeiO$cR$o%q!&CG5&e~VX!q^ zzSAO{_w~{5YgiR1Kk=0B)bx+bNL2K}YxaKJ%^1(uyGQUxz*ziuW}dv$CTSuI4n;xS zOuWLdO;hI&Lk%qfo-b6G91Of3st~czhF@6ttd6Cfv}_?v?$fZoHN}se5llsoe_Y&& znh%4od}MX$99gY$AyoQIRM;ld_7vgA8%@TfM6Y{Q5Io>pu1EH_p>s%n?HeJ{P}tgR zmCN`|$Z(BwH|R2@p00C<4}m*oAh+`|=*0Z7&l3EkM&x^ACc+reLQ zZhpY;fch&AjZ5TNssSvXUN6+x{60~uNW!c+N(OfYx@To{J?#>mPI5(3DA#p3_N2^2 z?=CB?9l7LIx0OmHhAOz*SX-M+a6Z=vJU1~PkbRV8%K)+McqaBS7bWNdQQjM!2M;^W zclxtofW*=F#pqO?q6~&Z>Jt{zva-8XOOZi6fJ2?EYnb#urhi8TV7rwb01e-=v-4=O z@YglggbjQx-Cl)wJ^v-W(v5B%Y5})9KShb}%BtTknjqJCy_x5CTS1ul`?KJ#Ym8|~ zsg4?^!aKm!_9*q-oM-6?Cl3#u&@`$oz?VoG_ezClm&1J})8H8Z^=wCjILI_RxA3dn z;AkDRn*!H>ab;=s!;&Jk2fe7I1=+BXeRJ6s4zV-?_8Q}B+|8z*kC&RGE&N^0inEtq zX6YqzjxQ5Qu9qRuSM||`7on5JBUirtovrQL>dkuBU=-Ab?(Xok=qT1< zh4M$bj7nqD*tzdzbxu3!$aD?Zvfd|C#Q;lhY#%cPVvzF8Pz{vP+-{@JXxt|rA#c*B zqKJ>GUJ!-+hRQ&UCs{C6=SWjV6-VJLkDo@MlElFa!@lx-C{z*=Xp=^C^U~YCQzr5N zdU-8z{`K6V$I)dpeII$<=dmJ3^o2h6H7d)*oXa9*Rh9Dvt)IkQ;J2(3_0s0;n(ihk z9h19gE^{|vbnW3VnlXcbxk3>cmIutxIX~#H*(|On&%Wzw`9do&N9btb9KMZ5CRhh5 zc+218-yTISM{(m-0Q_%_uOXy?8+{6i~mL({F-{`MG^+O zg?h2G3gbKOBcDv_t9! zdS~#50X4RY*>l8-=$%T(S)JqU$m+>@SinSnv6_8S&2_wU+!32)2q^*Wr+jWJ=Om*e zuJiHC=A&#PwNQkWS93H}lBw4D%*MEj=k2}i-MBjbtY^vQF?ns9T zMJsR!Zaj--E%Zq?2`~@$V9*9>u!$ZD%>m9Z{=D*FI{Y8hwSPC`*k5Ms>=t=iu9?1_ zQ2hFjIV30nHD1+fT140$ySmVnS%)fKrrhCb9WSPDXN%@o)}ZS0Qmy@_9Ce*OJOfIU z9*02}9nwB7xCF}^B4ske%s)w$tS?IenEt8#>r#R0cELytV<}(O4@zbt@|9d08L@0X zpsMa(tP7BT4nH(T|9tosVu;{7#tsxFY*D^u6x(mfBew{d{v$kZ`iGeKcxA0BXsqn< zTNUd&S^xw5D(;GZ%RA^(8Cy_w{A4cWgTb<_^|zLhBJ61>htS5+&EC3V{B1Pf zFU+b=>=KqUHL!^bq_()7g~VXExt(%}3|X%n=O1EM*N_WpJHw4JMtN7(PzwgdD;h%4 zDzSkNX04>I4WXukS&2U3+RnreU;aqONfCqA!zJpCWj+)yrRD5c-8{T)%Ow!YTThOR~6`lW+7KFPH%K%qI+^e4^!DRs=7*K33b_%@D$Dp1#{+bme38rtxFz{yzIP7zKAmX3x?{DDmQM z#)9O5p9^rKZGv{^aE&^BG!(?srS7}emAIbr*?((Gw-+g-u5;)3@;Ud6FGOULn)%l( zi_VIc`0)m=+Q7V*H{bW1>ArL|)ANqa94c!&Lq%?~t2%CBc}shlwwOTDHYI-A>_nK> zG2pXkv42Vv{;TBxi~)c)PAe860WD@~Gdv66rnlPlCJLLsK`41#JY_6HcA4&VUVBK) z8%ka#f6`bvpx6D;0?gw{1gooESTAEeGBE~Z4`a)fgw;2u_*Ue66j*0?F6ldjx+4e9 zRTJ+zfUkMzQTa(ILo;-|J>Lolx=_#i(`~<)o0DU8hP(R9ybCWbvkQ&~`24)bVXjxs zx`v(@x~|6ew-QH(W&Zn8OYUpCBdW&>%xW9i12WCE&h$^W*?#JU6ezzXZe3ghq7~zL zTc;mSjUTG?=gU%7aBkT{3iRc^Ysc=^^?fGmQ(<`@+bDy>36kWy!!Kk}I|cIOJdA8T zwMD^iYuSwB)2kfJuzd~-;|~TlQN<-1wZ0NFMY*lDk@v0&OxqhUOqFA4j2$XxuQZ02$()Jx~ocfYfW|+d8*5B>nNkAJ7%Tm09&E{pvAFSQ{J!j ztvq#@IlI^OVs5sJwUTtzJ(Ku{7OBY}KRZ3O@TojY{7^!fJklw3slviPJ2T*cc5REk zOCZ5@VP@ab6~D(k}5_%$3AXF zWfC3TSS^i>7qz;MJLArFCS)EA!F}nlZv0Vpao-z1B*}%kTN_olX;R1^NGAc6v1Iet z*42LPGQ3voUXfBIUv?MwcdFj=tEyD+k66xT>YPnT7%ni&i8pnga=1p$Jpw2l3DC-$ zD_>O0sxd0w^DB0k6j?eaE4YzOT3b>2q;K~Qq>fw|PEv4u;-Z#QaF;5Vq4Nminj&5J z?q`G$nOd$<){e^q@i~=WYJK}U`bsKn-or5UG!OIk-X`O(8B-&zlm`mG-kkVQJs#=hZtdA6y zwost_L5q3Z^E0#4WS58+RfTOAAjz&j!w+^}C$;;*qZ}CdNhU7&@U^&_?7&ol!-X@~ z3-_e>mhXO{-B?y zu@>THlo7T|DBoV22S82v2+y(O0JYUzv7>~xU^tQ4!~}P5C+56GSdp@GaSzZjrZW(y z$w|Ilmwz-q{;lYF56==!I(Bjtf{`~&*$9SceW~o|DA9JT+<(W|n2`tst%(Vp)^J>q zwLI?CmF+*AGXLBydaQY&VRccf^OWtOF{%BQ2mC){gkGx6v@_Mq)(yk5DxdeCwM^it zD+Z9g%@{TGQK!5s)-J8Xf|_J<)rO|8e+pBFg?3t`^MULgF@K=Woh{ec??jF(zB-2Mazq=Aln20`VTq2)Ee_~q&? z@yTVrp`Q!+woo6Wi|Gd|Uh>yq3qhx-Vkd8_lX3vKHm|^_;Fjm`+o^ogNgq;ac%Vic z>sQJxUBjHdOqH;c%tME)6K+NpPWX;ecO#@t!w-8r{eT=YZ4FL#=@vv@aQ(kXle+5y zt$ereC<(D(O?}?ca(e`1SZUSh+2?I`{xFxG$y-&PTjo;hxmVJ^I8o1VV4Z;`#rwaN z_x^JmLYwPV56|Exaq zkHlM3kO$DI)qz|}ex>=4WgOZ^ufzmRlL4GYYSQP)zNBY%Ep#h>x2{hf)(!~xuIEQU zjSW!21WxC9v#h+p-|hcD^LzRG!M9EHC#4Fwm^6ZeUu<`)_gP`Ikwq!`fA&oO&2{|w zXyvUmEf=%y&J9;{C-sQ@9Wdx!gHJSH2o$!({A|CGqc~UqNX~R!>CBR_v8O5 z^K6-kG6d}f$)mpi#We9r04v+FdeY?Z??(8~IZgxpQt<4BB3yL-`ODw^l;Z)c ztn;MI<5z!u-QWE6ayhWFdv%nt|9{Au|1Zt*Pli1a)R0^?awro0LGborQPFoLovvRr zS-l5Pyn=lwijXz5_8WG;${ULVL>j@d@ei~^%D!lhC7(MNveKAM34XWQ))J|Ah>lpe zb4gc6M@6HZR0>}Dzt~a8p`9eeNf8locJ_E*i2zlp`=zp=F98Lidezygp=0CSD|2p8q*OUN# zIX2grlI#D)>-Ap(go~4qAfNwY?>V>wdyjwe{C~Cg(tl}pUUP#jNB+y;{>P>Kb!>e< z0dlWmwSLo|e(HaFc)%eSca&`mrmf=q@g8UaNeMo|H;^)Yl|7E~wkq3_|p1Kp%sQvN0 z{@17b1uEtje?>1T_tR=>%;#yS%QnLU0}nE-CKL{2Ulk=W#hllVgKcYcaMwK<({qd& zRv{hRkm|>Aj1*eQG9OwwFKzyHZ_Yu{Z>e}xp3f4Vr*O-6nB-=GRv|nu9`6W!i;Vp_tZ=I`WP0d+7`>FWAQEncdP5^d0XI9R(%R(B);DJE} zYbpVD`Mv+F?0+7F24#`Ti1mpG3k0Ja4y=Kgd-# zXy}@}@hvRIT5|{una)c;x(M(7EE`}N)VgifXpd9z=^uDlHo7NOks6UQc2U0uvMOSh zxMa7yg653?5fp1(oZCyXlrz~__-(iAenclH$a;8`4ya^gu8i38-YFSrmvp3OcADw} z?4?X=yp>*j9owrin|@ETav6+ySo}byk*Z_zaEJZ&bo7-(M(=~GMR|GSbw!paa8`Gc z+v}?XgXe0koDu$hz||zG25EpsJ_)X9C60bCD9fOhKLR*@;$y25!;fryd@89sgQpXf zor`8?XYcs>T8z0NP_`5-B>y7@{_;>vwtliCfIUoL<0si->QP_e46Dq287o@(h+i>* zOrxONrp0x|<>dOiyjJAGBEWArFU7^jC))NTsrPnGWIz?qTuwu5t_@>VT9kz`K|-|T z=abcU_RI;{gm^b>Bc0#|Zvzbe+0S6??2wVcy4hFoq{3c8>6NGR0%mBSC%m~P8hU6| zMjh&XY&UV)8B>T9a=ePG&g=Xj3RT(LzogWxxc%x(cGT(f5*(@qLjK;dfk1V;yeKiT zzSWL+mL^!CO1~46)i&zE)lInp6dCml*~7z+;L3+jgUh_Xb$ybX7}A%$$8WPLRfDeR z>B{-2*!Lzc@8T{gUmA6IlYlV=#Im?A z*hLCqQ2*q~Y1`fdD18w|FM7U1vQ?1#nuxKvxlC_8sq{!1RQ8Lbo{_QxKE#fW1W^qX zX5C^>NC;lMQRqQm3hjl*%fYGQ!xqeh?akTQo66)_v1j)fsoNKN2~D@8X6KOTYg#Gy zIVMGlQItx(O{kh?OqTxaPuijOJFNm2O6BD2a9iK_XVJy5c}X4C7KU;sb!oj1#`=ih z|A{>sP(zG7SYx5(s!H2ku$E_P=X)s})bitepW8yYHHWHqPT*!^{sCr!HJqIB8H(eH zw!Y`kJMFK|s2iMXmk>IvMBGxGl<7sUCygF>2yKaXl%CyP5Q;G}0O5q@$a~2=f#{#p z&bIB*wxF3UeW1%Tmt2hFVq4kI&M(?cxb$c}N^PehW&TMhS6GS|-|dlW)Cw*b)9zs5 zA6t%MGTzsghH^s#N&SQgwjCUe7&aFa)_UeMWNnEweT;De)s|l6xcfFPHF)#Ql*FCl zRBR>yaJgdNgD0)+BiiImtprLO+<==CL7ME!fuFcfxo)Z_I36B zX}g6;tg}n4sUUR!+m(#%?Iuw!}wBZu9lE4h1Mmr6E3@mgQIE=`8S%_=@ncuQSRk!d+rO z$zFz>=!c!gOM~SRJezsZ%H)K$UbMbKh;O$4s)sf0vVnF~$`f2w&vQvsEhJw5hd2p2 zEY*;ee$synTU=1fpR9}QSzR@AstY1*olaD9DQX`a?l66VJ)+vW%%Vx`!}vIS9MEIe zaB#b7{nm$fm43rl@jF~E=`l-tUZ(Sc?*MLDT60jws;paz0T|HQ!I1*o_UWju<9O9d z(;{=}R)lv|K^ZtE`edQ&4n+>~If`GSy@oj;>zgiP#Y}rt@7XvNJ&wp2%{@dj^b{LE0>rO}x){Z6w&!6`U%M zCq^eHODv?qGb`LMBa@A5>Uc#w{er|JLO!Gu=@=uv{|Hh|S@{-GP_?|XWN)4PlTK$9 z5JSJCH%)30)r-{&8rQ;vgE|flu(Ge%ul3+vkkYO8-Q~}B?<#NaTrIeQd2=X9{u7W? zgg&Fb)F@QNWOqCu7;Mrw)Uw$Q}(~tvj?K?BfR9|_Ou^6AU@K^wU%oR8Wub9Tgz;TA zNa282%F^d4opum(&)0)CQw;BDwWdE|$@q+UJUuj)9ulZ;kMRAvQfsPVsExY)a~A{p znCM0SxL{4Y>5AGGaE!w>UBwFZiL`$5Fq#|JHHZNas3hASdlEMVjIWOp>(^lxfUUT5HTU+oO2Db~!V2e!7H}Ovw`zN85VJIB-_E9p z71t5;&&kH6>Wwtq7`O^efS*)+|LW#utL2vbWzU>yg_UXtCTkj?4n2Uk~UhQtagZ2I`s zRIiEk1$?Bu8#{kZf+451jzVS45A7tX!kiZu^Nsbx>1JZp%&@++-18*8w(}1x@J10<+HpfVGY_oH)1+key zpWw)JsdWi)?}oQpaV$nmy3=?-T7iPukOnku{#bexbDt_1?@xIu=n{RXiCF#uZ$6)Z zK+SM9V~+1x?i`a<>YSymA~)uTm#i(ME;Cj!M9kr7XB>bj8l2oMY^{#M!G|T@6c75G zDXzQLVOjkZQpf-zM?otwEC1bBz`yF|w8vJ`*Ka_Q>jK^(X--{rDJS@DGxmwES}cW+ z*ksF$JY`uaT3^*ft9LKSOXXJ%=Qrs7dM-O;^9!r1{~;7ZWjW*65S&WH4SFG*(COg7r-SqN*dtr z^)u$RYM8a|)!6=vSe4iEif&uG(*`K?q7^ypk<~n8wQTitSrDw~60)WUGbVXc#LYzV`C);)ncx37R@aoC@e=(kB7k5U@ zVUb?eDpWg>0R!(-2vP(ShP1NtLbA?@9lgoD`JbUk%f(rZ!W+I&XY642V(ws-Wx*W6 z9!gvlp#|-;$FFR!29`Mkdt;O7&FWTBMwED8tE7_nYMJ%mbwVNucc*s4l%c6Gj;#lg zGzV8iCK_t>1VIZcQ+BafR6WHTruN;EU?{xm-m)YCJwNO#yvf}V9QB74Vc&iIw^vu$ z*q{2OpscZS?%z2p{AbT|{ zo&*CkKy-g7Di|lPu3t4NNJJmv%Ne$Rf%n*dA00oxzw@r$2zjub_You>zCLA72l5{c zpJnfUk*f13FM7dMgSZ82zlS&|!)W&@6_IZBRrm=@N!W4RRhxtjqbeDr&QHo-kvwTw zUytC(^1(VZ@25t|kt@uZ)6*vt<(^g*^tQ)QsZ5d=F2!bR(|Vub1#P$S6 z)ZnJVy+_rOHmRCi9i39MG!Bq_%xW460$vrI z($4Q>4CiCodNbfL-;rR>sgzbB98SdvB+niXC^21RJZcP@u`an!I(GEgSQ(F9yhw7I z_Q&zi8~K~@(aA_HYApsyY{48mTqo>xZvs}*(sbrAP$?@H`(3(x_~!dxB?3Jw@-c;W zUOWSwfy>9te)5P&C_0JCz^d9Hl1**0GBdM=7R$zKMNl{73U7HyeTXBfo5vRc`30jx z)ne`P);sspqaV=y-W!M&2qY`Mm{;)NT{_m0wWAgAm!lp`d++uR)Ve`kt7Vq@TM=>x z9(IXA!Hx0yD3QT3UDFC1Rcz)5XSJ8I4szvZPj?PbJ>4;H{ljDWgLZ0S<$RF;$W{FV_o(1 z-vZieL_(wL@9K3SDaJNG@_foXhXV{(>uHkfrHJ>C!@vyIY{Bw8B51qPA5ADi*(wqY5nDwlwy&9)9l&iz5*hF_&RJpmhN11t z=^^eYzckVFwH7cdBriBneevS*Q>Ikt{QX`r&KGv<9_hF_jlkwtBPoGl8fTXcQ(t`uD1D$S%ORwRdFMNh29hsfL5+u%_Zv)_{&my;Ovtkj3YEusQGX;=6 z6weyyQ3j{>=>rQUhm`(WEdH1J(BYM5Of!WIbt#c5-fs@pWYdxh575Jn>^ePkR@|^K zv~7`r;P|JI6cMa888xe5<+V|Nt*TGo0t98g*<_{CvloG8Xy;ZsLQQ>$;m53GpCbg+x5thlQGAOxB{W>_a?`F zGA3x&7a3`5OL>Vly-Tb|aqP%ugK!J8v*Eap#ku7?YLp;w9c7Q(+-g#TJgGb1#EMF$ zQOP~)sVh!9k+njXwWwHMf*3lI-gJ;mJ4U6TqB`;(S_pB>Xh@IlYlZqIfKfG_YEpiH zL=E~APGF^WW9tPc>eIPj|`;b37Dn;=#hM8m1lwHY2cu8Yj(@SydwDXzmG6*19>cv}$+bXj9 z&T*#9zU>xc{k!aWqD-wfPqyob&-BZ1_-o5lqZZmWc4E`!@=`DQX6**Y5L-Q{)e6ei z2R=|^K``Q70$g|8(R^MWHU~q*UcMpm5WUmdk!7HAfe96=@gRgcImvd#w!^zTC)u@n zK<*7X@JEL^%Lbrh44ki?6RVV`8WB(a)BkkB_+(E!5Wt?@tAp+G~ynEe_lJ^w@ zR=EAQ=c1UwoIexP3y{9De{`A@9B~F+0l**64n`_bZIm4rgR)9kh5W9QfZWP28%5!B zz&V+2S_kf?P|o$P^W`T~A7_7-YDM^E@ieE*pJ8Ar8l8#u))xU+P`L1olo~z~e5gUy zXT?Ul(iJuL=&M_jqT6}c-sZI#w{NRLgOzCi8H(G`RoNt4+$J32pEatr<(gYJ1e9RSm#?;VC3?*QCydAEU)P2x@ZSDx=Ob6l>pJ`}V5X4LogS&W z{RSv1cR$125cVl~wnTbUkiIuDAp%6HrCkZ&piYm#9I;-t8SZkIN+`{7(5_=;jQsU! z>vONiZ{TMtv4E?Oj;@-V5?(rHwnE~ckP4x;RQ-7Lk895UJ)#XMVLAT@JL|msDMj2Y zv8R!pc%1^2e(Gq>^MR7ZIqQ1k&NjlmSZYjmcg%jOpT6t21+#A(YuR&O?z?pWi`u@M zEi5KI_&|;9$MIQp+CeH!Sb}j0EGb*R`^rJnig=P|*ZL^{nXnydPEJ7PF-8 zeDn2H^UBL}T`B0BcHLIb)FCx%OyCo_f4mYY;X16g*^qL6r$!X5xd#8~f#6%Z+A9Au zztMrMgMghFht-}}H+jdect28Y?;6)E;wq$mlZei@4_Y;+0d0$D4BpSM2SoAg4fF-b zA9Ns_Aa7R~8CK{dV@$32Y?=1pRJl9apFKVDqWLu#St>Ao^i6X{bTFh!3K~3{Nyx5v_@HH#;x?uSGx3HxEL775L?#Uvg=w z7R;Ly8KX}r(vVeWci4Cr3uvs;f*up8d=ID{C2j;{!#zB5E1Y9QO|881j;|o+dQ1?B zRrO1wAYB>dg`19igF^*_%!c)%ia7bZu4o3@la^xGp{Vgbq1yyWVO>?cw>{>pn0?mr zJ-?cRZeMYmIo=*jzg<*2b7%J_8DSOI-gQ`nGd0*30biDEO-@YRCrXvABYvbZT~pd4 zMPxk78RiMPb0_yRd}??=p*CuB5rwSiT0GAx6j;}lByW1<>eboKUVLc)V|1I_g{>Or zOV~Q!u(zeCk+kbO0fQ@3+l;=#TCuZbQm(Nb9e267kx-TrUNsv{4SxnULC-&6VGDeN zJz>Np;4Wq@^y@>y8mS?aA;-&W>GR_j2-_s=*HG`dD9W1jgziI7w@a+$;B%TEgD;k5 zb?&kXkNUErQFZRtI_g_#0?@9hd8QCT5!y<{dszYtT@^Q54Y1%9vV8ucYwu0)eM5C_ z*Z#_$VqP3xVXP-~ejU%;;Ei9V~wj?dq@6P~Vq>Nt*a*b(#C zbZHp!ros_#Aygi4*>5dTClj_`B^t}E6yaM;Okq;jZtMo-%pqX&j&^eXBP@KaDehTg z3vSgL?8I9-!+GTH+if>dD^=uGGay*U zeAE%BK&p8!%z5Gq6WXLr5#mvku*^xHL6!leJ@3^hSON<0e}-gB58P$L-GDDzYp<^p zWbUrYrMkTo$C*HJ(ws zthY3x>~3?1_^x;2o=ugNop#b_Zwcgr!gR*P!lGi`0+Bo9*>kNj(PH(QM{oWC95)rt z8-R*M`<{<-H1vBjmRM{Q4EhOFTS zRHTeH*LK{;4>msc)_9(PHQn^!?0pyTNTznP&Sp$~aB?MdZjQ&!+G#j1b2oC6dpwwR z#n;T-Df-+a-sNijHC^}GLtRn7iE0456+5wm=SQ>;@HmUtx@1`f6b;`B8cY(zN1jm} zKDZGRbMmWht2AVbH4j`qd$S+Cce~UiSSHiV6Lu-d_H3}`8>WD4h$$fwxOP=>$!et% z2Cf4^tr$)EDTTES5buH7p8vzxn+HO@@BiZ^DoI2oWGNxr2q9!iWZ$zJD*K*o?1Qx1 z$(CLAHTyD{wAi=o##VL)lQGCL=J%R9oqO*0e!9Q=&pBl#^PboGcs`zw$McDBU$;4g z;mR3|cTt}Y-v{B@noz_<7x_$$T`VN1e#p}(FUeoi_jOyB!~8vm!BDnH7U85ful}f! ztv!En5E-wUB4Fmad1@}e*$?7NwZfAkQ5ky`J=ThL6K%uLTDOgo4|F};zSP%x3TKQT ziTMQ^Y@U#y_M1UwvR!iL*2Ce$Jv1c7%H)WiwQ;lzJVmR5^^c)t3*`F!npD>xeT{Ru z(}%BZD=s8R=ZZ6VwA~jwY&(|BA#mpB=@fLF|Iu!&Xges$a3x9Pe4+=_&39=gfCi+5 zH+trrzZ!`Ya#UM+{HN)7cZUpjX8%F!nb@OvpI5L9q>p1sQB~?d5f?~|FZVT7t)dE( zR#6D_87S4MU(vyRg;Su1v9h6IB5rv==Na?6(pv|8lbO(+m=&T%YSOUc>L0&Uid?!% zYjuD2tU!)Pk|?^<%C`TB6V5ZbTSXX*S5O|E*IKOg+)#Yl0-~6Chm>S@>qT$oAK79C z_1-u8p|M+5a{S5^L`0r@vX7bFAJ569ZCGymbR{}+J? z9?*vx=xwQ%cxnEZH_MQe1#w(AwE&_Cknu7O&eSc`n<1#aI5_ajFDk;dC%t*Yy|J+& zH7nwXx|*GxEj0^dC>%;kN>a1R%F0=Jd2QCoaUf*ogyulTB|d-pqzF1aH!9SXsDM)2 zS0Rv|+%8RY=GIWd6xZd;x3#sk8x)k}<)5BAckV~1n=z0Hh$!mn#%d(0dyLh(yafuB z-8l*m#1o_V(NO~>6_riHyEpd@po2g$paszRdPVsB{Jge-!IF@Zf&*QZ78@q3b7o z^!l4?=D_0EUzv{)j&@p!PEO|CTLd2fp8MAmWek7LFQ#3AxfF!x?5CIfd_KpTy8I9w z1YaKvNR>9G?^*3XEsuC=M3;*h{P`fss1rsnHPJJb5p}jTVnghMup}KQN!56=)P7V+ z$bfS&lNMd>w3x@2AHg@cT{(cclq-@qAa%hGO5zy*Z1A{;Fv8~%yTfFfj%&p6o2^$k;BU`@!s4{ARpKFA?YW#EZj=UK zdvgcw6sv&FFZQI^DrO@V%-lUX{L#9HpHE>N7UU`qzhl++KK2DLrL1IfYT-9+#nh#L zxFhnSJXb&^eRJqRaLU-&m~eGSYSzhYi2As^#*_RS&wg4HF#WV2d}uyMEH~xdoyxcF zO%+}#hvWAcj>_iNFTpmZky~@csi!xI>x5cuDz0AbyW+u06fOdN6nSY zX0b`gp4f=L+2R-Pcs^sj*~eGG$9TpuzirR~WdZC5<)!)Uhl@6PI1CL9!8j3@{2Fla zSRbH^JY4oxC5GhDOJG*&f0)VjWvj$9czl@+Uf5CxovJnl<#z*pW`76%#?vw?Z-e!N&IP~CwLqoTQ4@o8HyAfKbkwZz$aiGC zkzAjLtX^!aQOg=1*h^WNK0eeNNB}z`*v|J$0E_*LHQPyy2VtQ4F}x)OmHw?d_l|Aw z_R0`X*7R{ys-6mFZqSLMN^-55vS2@$uoE(wI&5B54RvSvGFx`Wmos;}a$&={#+GrA zP!puXIG7JnchrQQ$lVTNmbM>H9Tv$0p9OZQqb6ayk{MkoIY(&B*^e7=K2{u}u1O?wHCB84eSVtc`CB!%j zPg&6FNT^m%2eGxW0yyq`QOh;AudUhUuFVV{ui6oC)L(8YXtn)k&tXd4bR}>3Yz$ur zWaI|&om>YuH#=K#;#H0t>n-1l3@f@`I!b=|mV$f!YNwqqC5Q7-3S4#fL>TUB_+j9- z`rfRT#yfA$?%9AVIsqm>2yH_w!-vu~IE4tp%j8;UV9p#~7CDm#hZ~S8L%r%i_MA2*}i|du<6i zbAP@oQKqH7|#YnexR zCy(RzcXn)J>hi$_VVhh31T_pUETg+Vh$lL9lNvW79cl#71rR5cxcXZ4-UM+JGE>-9 z;u1u1N+Jl(BDt81`ht*vaoHV-+};o(~i(&)PU1=8TiiXj(vMYAxW?#{J3t!5DNaCQ0y3> zj$ZMYYm2HfdQI>X+m+Wg(!0#nz7b8$Vvn-i+dU&(+&y{Cu-K0uHZj$(x8Hv7jGH_D zRYyU}jLG-yl`i++xbVI&2@Ju@H}neMQin`Sm4Q>cP|n%EtpWbw+pYp!=Z@l|3ORX> zpT0<~48xM1?TaD!)RYjEhFL4Fa|H&b-XA&==pQXCBXajS>sSBip)+&OuQM86B3+Fs z@=?e-j#a9ndv|QtXYma|-n)ul*k^GNTzM@xC+BF1qmJfw=>{6iF%#rVPc?kBE;y=s zhKq|js_s04k)xV$XXeIdy(!HCMXY{U1udk9(JOKsY*Y$-6t%Z;8*Q~E*&VMw9dzJ$ z;q+flnj<7mq*s{QcKjm?lZ4Gpe}BRMsxp5BEMn8bmq85wCsh8g7pTRK?xbugI6)aq zl=fC@AEk2Y#-IOzc$C6B_L{E$it#7*j;~!km**$75^?l?Tlk4GCf%BP$O!x}1=gIK*3ICq6X$zD*Eq_$F#0;9VKt>n0k%a|Mj_WY@CWOBIuTbFbBkNH=674PRKCba zt!1`(4=X5L%0=Hv0iopY(I31UXzXMEw&m8J(@X!Fs#R9t4v;t*_wbKV$v>itJffux zl_x;;2W9o&k3jtW5{e*tq8@$xn1qX$_jGiyQpPEu&(*?iZrFF_a_V@SydI<=N%LZpT+8f_L zqhthhklH#$CTRv3u@sr{gnH-b2?`(!Pc-KMn;;IxsDm6(S|_b^%t!j$nAf`v*4diZ zi&ldEAGRttru6r3cGm^AASeypelK-aBan(dG1lK1&rgSEtD`fhunOZfZ5Z{x{hAd$ zQYspE@YNkDwDg(1-i+qDhjV_jWYr++k@l3p)O*@05V-4No*SCnzN)Lc+r#W4dt0V_ zh#az4X`QUnpNKhk$h01V-t9(lyoQhENJ(8?LGQ*GksM#u##%XK08Ul`EZ|0i=OQ^0 zcYK{t3Dr;b^-&4ylxPGgcv5-UtwweOslNyR{Wf@1XN?!j|I0)VX2>`&K|4Q_Y z(d!X=^dr6EU|iwP&6j)neAgGclPIPar><1742xI|ABa+8bp+5py}>KGxRJ z`MIBOTpN0;Kt-I@C6Gh8>!h#*+Mvvx3c*I(nBR3e(bm%wZt_6Ol*X~EZS4qg6OU!e zQ+$z*_B~3R)-@X32O2QTcW3>8*Mu6+_K(Tw>m#c@pO@i$dH4^-fc~*BWmpTqN>CVD z$SMDiS^c*?`SVpuDA<^Hre%v*{$5GHkB)zx3xEAd<{oewQI*$qc6R>!zTDj0@7#NB zl=F&;UYC~(g0`-1Pn1Ka9y)ZctgI}_ztHR+(%ezuoeW0B>FVmPQ-ok?a5wY!v*E*F z3n;6o$p736U?YMpsHuWaj+vksUAuxxFsP?{VL}c=ya0PaXFMAGSLLsD-?X{nOYzR{ z_x3yzqzPPZC!*d+2Q={-ykk{7!|{~+okcrMqNFb@Z>*h8?*4p7tf2ic?>ACa>MUx` zVl(8FLEP)tPi~$VBO!Mfeb;Po;oLdWjt@Vm$zHvB6`H-C29^hd`|#}i%246t`A-vf zWst4FdHw1xDQRU`-J@?GPQI2qi)u+0vOYt7mKxllM?V$I7a7;|_z}+0(J7SlUE_Nx zVl^jn3rw?QoE#}?nL^}k1*#tzZjov}UpS_OueSb>Y z&V+%FeJ#r{#zks&ovG?cLc&E}wmY_$#`xKS^V3{V=%}(vBmm(??(rYs^mS{_nD|RV zlSvPkr}_}2sDvqoFt>#5JF^o`MW8g-uf;^|NTSxk!!4>%-oN{lU0Y9!i{7^Ts=#GP zw7gDS{QIO3j!sdY1+OsjTceV~I_qQjy!Z48e_;ANxUaj;wHfjC1~erfT;bv?jC?)k zrSu{~m`?ne+u1?XL|F6?H+zvseo4s%Jm_u+P#bp-+4F1#tG@EM7&!+h`BAaP1Lys&)wI~BLSI%*UJOB&)=l@-6mGW;{Z2f46sCj!@dNAc^1 zl{Q*G_Z7g9)XCR5Z5iEKLg^p$$iq0n8K%x%#i+no0drD!`_kgBoj+NtmL&3}rHBa{ zR@c$l83y(ukG-n7+$^;LpclrT0a`H3{HdYJ-ywdr@l#(L=xpj0ufqu$l4o35CM@4E;UHn^E1vr;Jy18{Y8uz!j_mc-)TFd<2 z&Cq{odojpdKjb zWtCIuFs4mILo;#V{MKe}cD54W#@Hbc$O_*C$qnbJ2?H#>Cl8lZz#v|bgQLa&!R!0m zD!gnJY<(@Ep>N~*>)fnS31?@r!sst67AAo1T`E34^`BZ>f1Ynj<13(p#M?0XptaI) z6eKfjnOP@b^ZxQwnUu=co6xj9UdF%A9M(%m*W0KvvzsN=n@EqIGLIIg;iWvrtEeYw z8wpO4t0!V)&-cX`*tL^MWV|Bl$prxFY8&0?wLz|W=>m36!#n3Gl6$M?NMhdK{igZ_ zPt*D66UkzB82u>61Q&>0z^iE@R`-)0<&HXb<*4n}F_okQz=Z*9FV#luRI@vFp?1A{ zEo%hIaC){TA1~!Hj%?e#uun=t+%7>J!o+ajA7Fu?Zg`h_cn6Da_`v(CCT`HR3t!`= zu1)>8_b31Di{rpH_z?KCe&S{D_ zE~gt8g2-t(JI^Yl7!?i;F`w*wrJv}%StNm7yJw<(<@0BD z4~Di<%>1~=;`zUZ8P;&bAHU{h9{0y10!S!KeAlwer<;Pabqn3=2u%`2BXJ%^g?py( z6ur2ozaEBqo@645#o~lPgIAe13*lLCNLk2bP(Yd@KY4SvBU8*>!Ry4jit=&SQAD>oOxfBlupyYU1*qsqvl zqM~bYHVwMH?d?$w4Yz=AD+XZB8&j{|Ej*yes#1)_?=WhcHwoL1v_B>zc(q^}cUWIW zgzPko1m&nDc};nuQHCv{hb9Gug~b~l0cj@w{L{ypfA8ScN8m)i{UYSmD^*r$#S0uy zucdQRf_%rhhfd{WwAc9fVu|&h08|aOG&ed)0x}RS<-qaxWWs`+LsLuZ0q<7qoVtw0 z=@si+!oow)+g*<81$ma*+B6JjsWm(IZYrG*(sh0$Z^KC2+2#;8GxJbOBic6zAT98{ z>D9==@>bnRuN0VMM6vg^RI*PX?Y@SCVQJmtZI+@-ACEotfbi4B7SXhbDoJ0}y*ooB1I9ey+I zi?<3vf?!bzwhv3)*?w;p&>cAqPh%Cb>WU+ypi=^>P0JCeZ)arVP9z=}rL1RvZz&Q` zh=uCNN1MN|roT_L-$T_v#-aM=3YFx+YxlInEjTNBAzY`P|&Zsx63cK z5shGy>(L4(qZ|#tZmh5Tnmbe*8)nC*{#=CNT?{$V%UgHYGR|bb1Bi9IukrdgL=9rD`L+N zh?D0Ntxd}n#F|X~yODE;CsMzYZfrRn0%6oWqnaMv98puJndNkQt15 z@`QAgE@&pR{sq{XAUOohGOT!`@1h{A%Ez6SkYK|b6BA=EAX?!?@#)j2iz>qGb##5b zUVeTJ`;V{PF0ZHvhCLwHS|V{AuLk#!xPD(UpcNug04M>K#Vgl&RlwyF{-vuJ=?l)P zBmLZ0fCt22g{M75#=)VeY;Za{tA*=6ORnv>NYC2H=hP6dK!ZotoUVl0MMg!@Yz z8GQvye?w1p0AVOT2E3CGxp4TFp=-Z{3xvcBD*d$Av)WGDq`$szYr(s9^#W)474vqo zvr#UC+A}jVS0yDYDXOm245n0El{_0{IakdW7gaGx(XJSE7DQC^3VcsN2*nGitsd=Q z2S0*bi%xK_!QGZ}+kqT|yU)s}l)v4CI^(qJzJe56hcBkV0(y?gdL>|8jLl;Am98Lm zn#%Wk+hUUK9;RHSCx(;YhFrwc=ce%jM>dZym6)ua@lmhb8!j{F z+WD{HRK*Ds1Ck%bA2shn&zSs$Gh2(Chk#hT}$-b ze?8{uGc|t9XXijo)YKMPyn)KEaOSV6nRH2;TX6c`?upZSZs@t2cK=Y^Nb-E-Uu401 z5QH{WP?-NYtjw#D*@4y%Cy0(=1UT1FHN{c6mMS}qUR6~j>-6-(z6U_7(`oH(X=$0d z6Mz@~C^S)JZw(5IcS~X#PXMXqB7WGq78rfTfPpa8g}(`xQ;Df9yyVrl;o4ce)244m zV70WIPhCF!n_##PF4Q2$KgD@q(a98(;!3vnl!3E8Jj4lg<#c1&=KZh_vy3wzCfh#i=PaHM*z)xE&mIeB5S3RoG|(f zJYXmb^&BO}E@nJ@Tb=;$iCfp8IcIyy5y0ESr`+tvwa4Wv1sZkjL{)!9Rb!4_2Y!z= z)TP26nB2Y{BvyUz-n|>ohAf%R=II1A`TKguiCVAw^}Zv#PZkTG~k*KXOi101Qh4v$eu9b{Fa-xcmM)-E|G`sidro>lzm1 z>lW(zeL?;>^=YqZp6Tx(_V>^K6^+WheIJlot8wA5!T^3?8=8M8J^Ve!)blIRt77bY zp#Lll9>v!C;@ii$^(d;O*2g8rHKyS=_wI?IyL2oy3dawLpgDxUkt=}E*e8SmhvO=} z)$gz72lmvy&yR-Awzluy(+Sgav2>j?Va;iuQEb9G+B4NqO8WM_97BCQ4o*&m^0qua z9(HzlU?4B%FAx_H7rcDA+4_>R9cQ{@7l#_jbh9=>`>k6EU_O+=%6eOYJzL^oXUFZ>buw{9 zD!)~=aXb`2?_a!d%G(~t8UZn@`kKn|gyh*r&W2{}ql+ZCiBsgDaNa4<+88+9UKf_s z$x9t9Q4rNl7AqsAr3Z^;zS(Z^>ZvY=$Drb#ulLs*)z<6xFAHG+%%sL|f)d?_0nA9V zXQ#&o0%$OQowD}}kMIq%A|9t+A2sZ6IH`Lx>+MXW^16r^WChhtokg41l)sg zI9#7lj8I-+>bqegMJ)O9^Gn{HaHGe^mB(wGSrR{FHk^}ee`PrbBjIJUt`n*fV9V7; z0H%4kr`s0NcukhbO#k9m`|dN+iJ}gBO%dr{DuocZmOXeN(Iqr_o_>`+ym;qtV9Rwg&LOI z>O^q{ywTleMXw*U7E_SG*2X)9Qh!6`Jg&a1hD=wt?k`m=F=hr=EYHVAM-8je(AFNy z*p7}$*^KZAK?_H+jG;6c{?COPW_+KRk1YuN_k1ieo38bdPoPl}LaW>;`$-jKXlN)0 zjr)-4nx9uRWAezrhf)+wdQ$cW@fzpc+FFCwsZa198+2lOqi10vhE49zDjj3yy)lyM zmY^StcAQZ&0Roj!dhXz4`hEMsMdIV%U!-|AZfTpZ6n)=$V z92pyub$+swj$(6v1_wuij&nyw_nSbPmM(d(Zdi9QG<}~z3wp2I7_*NEiXO_T3I!E! z4g?N0@{1;1N8kWz-tr;p)m^cHdwwE+n;5@lrft4{eePvMM5+Jn zF5B?fJ^b6=U^P`$xlf=*r*7=r;v%C$YAKq;6Z#m?Zt1{=VpPa+acUt}=Ij?iw3lg>;Zi{AD zk^PyLtgEYQ(biy&oFKPhmETd3ysZeb&Y+{&zmj}EZ@L?irEv^_93Vdkm=hv~0QtfD zsCXXz61giRB!&8=aX{;IH~s3Xw)S>`R#izD$Whw_Y9IrCB_V}hloD?_A{FUu6Q52e zzXZ=mb}NPHyq8i(lPv?qX&zT(+_3DF*P7Vw!9dO2C)#kJb@w$8b^MeVIySa8xAgW* zY`~;zv1%%g_V&RWztG!1Ph!?gl8MI*TI#3%y-VajFQar9ic4;|2cSp{?qM&Ww3O7; zY$swLuKil;HWq*pnr;)hSokL=7l33?@+I?YCuc@tMLK_d?ENIbBK%WE@Sk_;-}jLw zhQz&?#e(*R{jlnr8@4n*89|T~JSEJtTg?_38Oh4U#kHC=?sCeq+%aGOJkT}(S3n|O z+YBHKaASo1O4$IS`Ex&0M(@PlWK44Ms!+IS6>XnL4oK(hkko5{M1+=#qN?hR)~>eK z7bdd-n82%Z*3kl%$bgsy-V%*~#}9zf&tH7`&K+Zr#ttr?B*(V8K#&>yC!2ZhXb&%` z)=Gc2N@Tw3DFs#u35n#@Im#=2Icki=L>@S`!Eyut9~`__7*cibXD;xmhNKTp1}p@h zewNOYGERIXoxf5;fSznKw6e5(N#wdgNd{#c2v-9EgL4N#+W7q?#?|=aWTEN($Jr7e z_fjQ57>kSeN1{RI4&7J1^k+>^4W$3fQv9CkpgbDDtm`Hvb^H&^^bL0a!zukK%HaQH z;(p^LEf4}qw=F>Ue`Uz?^70}9Lq+`JAW^SuYs*D*miir^sPojNp#Dq*vEo&QnV!DB zf~Xv+UFowudVL*`<;FV{{>lmtYX8cQtI2_U?c2EYaKQSR=chTN5~9ig8~r;pTod6~ zyRwr5V~l}C5d|4Rv+n-w6()a=L(n5)Uhr(vf8+&)tkwUO7xdkBAkn!UDw|RX$NQKY znwVT#;hm#kjZ8~(=A}4wie&D-dmf3rynM@FT9Ueg*3O|qeFV>oy0Aba2(x+UJUx5u_HnX3ovI-f2?YoS1edqF5lnfiVhka<(#mw&x>T62FQZZ(Q|zI{$trcwt2ooa{^wE3WmJSs3Yp$_t384W{0GKU7Vt!e6~fFaLlJCwU4Yh31?`2m`^_R_L&+@&z>H`JX($!=CEPr z_`jEYpl?tVo5FAbHDT8k8scQ#>Kt4O760b$z6mYQ#>>>O#g>16Q&Jj?Cpd@(T)ET_Wav# zc;CYfX3ToBe30V5OzU6MmaYXFygI*53XA>K#QeW48)}gBBx+mA-4?o{0M~K+r!?aN z#N^sQt_GE`#O~vhyvEh4z|_GHAn)m)(i@=2Y%#cS{`}MElv}q+u~=-VB^(ZqG*LYz ze;*_mTU6lKcX*8|uMMuwQCyK>6gsJ%5OaaofXKq0 zbc2*jkoWyc7J{vngh>PZ5bFGU6K0T4WIi==tWp3<>vJkSY&pZG^4PXZeO6Z1m*JrE z|60E<&JaoXYBwMRB8oEJ1K?Li6eYYDl#SFAFt|IVtp;w2ReUst#WQ?+;wCXyU`to` zQ*sdgYkdNG%vJxS8{^Ua{S#+)NUGV>+;}G`BRx}J}9xK@*Gy2t@B(Y zIyMoa1};ZUG|E8lu5Y731%!WYC@dr_Dpb$*@?ylj7GsRB>E9Llc9<^aKjbeB$de9}P_ds^J=8ZDa^3=R+S z+nDzh#9*E-xO|ZGUA@wJ$t|I>-Hxe)`^KAFsHCr<^c9v9Ka|SdmrsqkMNC?z`EN&q zqAju|ABmpSmBD2}w{4T<$Vt=VpoE#}9SEyp3t$=Msq80PG!l5}>6gnfk&PC8>67eI zQjj*2rkF#+N;wXVR1QXwxg zqc7;TE*-9`sH7A}(Q{MX#}hMm)4!9Aq578Tb&edkM5Ci3I@7??@;nx!U1e8UQhpT+u+PEEtU?r)jkJB=E1SRUtS zwWL>egWvk@oOw+(!@tofb2nxP+M>Orq*pXP+*z#LtFHe&}Hy zE;Lni>9Aew1pca_1dW}T5mWEG&r;kS!fdD5ep0qSzU3B$ygk*RpaS6jCD@Xt_tt!F z_vfQhwBEGkGF>U2lfr^?6PGP``3hfiqwCVzUv3QFeMSBt{8e0ktBed83$Toj{r2B-Krz$L8`V82x02zZ&b==9^ZvTbEZiD3q z7C@Ob8K#Tbm>-WO4*>ESkgrEw0w==dWQvPIR;tBb&(1Kd2${LqKE0=>t0HR>`pM|F zCH|0nQ6eud%j6B`bI;b~;}Kh>MVTF^xE-ACEk4#S?T+O%^U}D$54F5BV4R~|16k`% z`LRdO58;aK?{`haja=#!x(i#5UYjj;hBHeTGW%{b(c||m#IRqRg>y#cUp%XX7-2d( zxObg!q<8wVY-w%lJpw9sR0ty%xVq;9FC#|S6Ag!nbr8qBN2Z|JZmrcGO@0?%$kdV$ zIp((!j1SgLYZfQ7jp@WTLv>bbQb#^~2;;z%BJmGeEUjx|VxBYcH2T2ehwO)6suKk1d=ldY7q`Q>KbTaI-&EMrzyl%43m6laMo%(z@N%eOA$!vt6B=3(A zmx7SNM$9X~HgQ-M)be5HcMkRg1&X30srmQU5H*C=+ta0n zh@RJyz$Fg|sn;O0>ahL1+Ob>?)5rg=gYYA!w8(9!xQLnb_~11a-={YT9}4H&b4}lc z=UNW$CY~0%Pq zt$6i#kwv|Vh@cXTRr+>vN$Hrj1u0HWn6t1fG*o6z`3pbM zL?~!J2i^v78j#F318HrgKv`%qcy}iBiRB#W6@8*I&u~~@$!~Ee-tVJ9iK+Ydi9(jn zy<|VM)e~Zo(~p*#1XC%V_;|BxrH%VxT?FeyzwK`4euRSc^6SYKPAX?v+FDSTjc+KAzz$sQ$Ux(qxAot7NtE-VIxHE)--UhiQ{5oeHK74;3 zcb3z6M~h;+Vb7ub{Q|I(2CQejt6$kM9kF3v&_n*Wg6A)2g6b&Z z5?Gt`JU_jBJ`C!%{lHb;t6PZHVK4q1m#WgLk(&LMSe;p>@uZ2z7N1_0ErYW>RXVuZ=+6@|$8M)_pW_Ju8~pSsn22 z8H5Ch>hWqvwo>F?5hzE8P8WR|?t{I(JRP84p}b?ze9-cysf=Xx4Pf^w?oyk9`W<`i zuHVQAy;J^2?&{7_T_T+A_m!1BDU5^Yo|BW8i>i3EU6S`=%~`tFJ{78gxh1)E%eU0v zJ;{~F&~xWBeV%JZ%lOFpkPvp&CfGf6V3)^MJ=cf*_oqNxVkzgblvQV|si*Ze3iIPn zxe12vzT1yga86EH!>5uHhd}8*zFW6cr{J4n653{F0d^(+<}ommAKReq@V36GPq`7b znf_gQ`HmBq#)mcbixIn<$jVM#!X~!U85J+Sb=c@hr~~g2y<};1((7=n)gd)SLdT-{ zL+Pp@!S)RZ=5xHG{-x>pw=0-h<~;>je^=$+8~2W#kH@$2cTT%2g*5&y{D*Dqq}fg}fAM63 zL+3=xA;Y>3!G6-2$iYa%19Th;X?P_n}Y~^eq<3g=xRp zA(066GNi{i3}G@7;BL3)**&=CIkB6*bYpuOzJDiWC$rRkI=E5&*v6aiG%wZ0=i*Ku zybye1-p?IS4OK=>&P{kNpQLe46WB7@0xbT^P_>xpk_XJ)$DqL?-`pd(ciIop)&R69!8IeHe^ zbdP+|YK`-;vctzkFV_BBB=I-p0wVY4s;uJNADHcti4Ubk14`-VFB)UYA}$Hb;k1PP z>%X2btbqYijC@j59^LE$&4Sj3X##__NEz@L_{(r@HsIun5PmiyJ4L zqT;7h&4YjFqKlaXIKo-ja~WCI+_i*a-{jX3cKT10!|u3NslnIq79VQQx(?^l78Wm( zkrW%=|MdMb7PLH7B*3>kr3#D)j!3e`Ru+#erb$x|}vlx*ki7*Nt8qy+8f#ilk~k^>5C;qJOr}ZxNSZTsG63~i5ZSINx^w5;+ah|88tbJymzMOLY7p|x zF!5N%uwT3WzOE$WY4b6kH%I}tt`~cf<(9^;Y(;n5YXzQ*c~X3rroJ~ENYLSL;>1`K+PlYjI`y62HRGSB`Q15uv_=-4(AR8ucj)QsNqRv{2#W{AVR=gU zws=dc;>ahjq--vae4`vuzJTkCJiEK`RV^hUIKhZ3LeZYxd&QY-IFBsMr5hRY6LSX#?Tf3Y zDfG>R)!az~hO*KsA|$sfq1h=scCe!FacG0BWTS_P*U~9G@OShvbh55yGRJht$jH{| z(JCM2}Srx6pXb-9>M!2eYTl%Lo=T~(GB zmywZiVpp+AtHFq7VzaAiSR^Wq#j_Us1h{cDuIa^nvoXg8=j?-8joEem^ zS4mL?GQFvj^E^V2p~pV$rQ{9_j>J}DM(0h6-xfgUJuGl?V~7E6XSK|?b@t&ho|jrT zCfM?mDCcr>)?r2Ey=nYEI*xA~Q&T8PyTBhQWwqz6&_Aumnfj<6kScPA_$7kTjYv$M zj(@KYW$FQD6SfINAi8GN;v?vLIEGJzaVDzKX*9?k(9`!Jom0G%5Lk@o;m4lT^pw** z(wI=A&l4VtYdJbbag=i`0*TKJ-#Q0(&F$<{W}M0`zL=ty;6m*A+e zQ&ZVDW5!UahtY}WJ!?`DuZxOm$f}+w4dE9zE@|9zr5Biazj}T9)8s)fDD4%Wn+pFD zhmAO~em%J7ihb-wdU|jtAG{{^A8;KzFWRO%GNH}W3)TSN&g5picrM17Vx(-CoaM=R zQY;k-xBUOjh5~d@DRorZEntfWa#Ow~jQNW6L4z{fu& zd@QFRe`EKmdj~$q-?w&xU!-2}TIRswNc{0_H7ts?DOJZ5{!ysX?s{R~NBsTH1d-L&aoMWPO` z;W^H_JtUNqNYBHA`JC$bc*gSpe;WwZ^t*~9_uHOPCavyb;-5K-etTKIvtE2)@&euW zolkytmRsV&&21NxysJX!z?}0udY!$}gog@264lEUFvXkjhnCg_1!&{Wau}p`rh{>A z90Py%cF;_y`B4fqJ)_cEkn6W5Kptqc2AiTH2rgr@sW50Z7QQ>m={A38Zs=;oNg%htR!g=1>WS_>9kug8u*3}6b2 z*&L^J#qcnR0mHXV{=&|S>K-fuT4#DsdQ}8YUD)_&SlZd1o9cY*b3g+gB81<=yZ%^; zDj%6xah~rG7Lk$g`=MDkt{Nt_g$r3-ZfTJd^+Kgy8y6^-U>7cKo)yE&$?FkLr~07I zeW53F?aIS#w5IaPr0JN;-7^RdOMyJ17OR1t&$FO9mSRLw(Ib#aJ)A|#Rh)> z!feWC|CogD`*CL}{X#Zbf6IefAU(I#^Y(tadSd`fsI|y%^nXt!eQ>oDxlzKKKxlGD zqq3VO8LQyv>NVFD48P#CKAGUR(YJH+bOd8e=y6OVAqo_gJH07fZPpUT$QG}Gc;9oH z+I&g{d04M}0dmk1zJlD1L$-r*u{lXp&&CZd8StEd$b z52}zTx0t)NMf$B@AH|PPj)4sIH6Lf1=zS94yP>gds;$*1+m8eI$Vxf>z7V^9cz&-NGU^OI9ad!?~8$zGzNdC0ewIF}lzo}G^(-j_T(qPP zWC*nL(LLuY*Wc|9l{(94_q{jeZkzLOy{9{IaSFw*;|=h$3E zh!gg#n#r9Deiffc+eg|;2Hk0I+IxXAfK)RNKB*VqiHaP>xspA`^$?&pUpf~!0 z+s^wUl1YR|l#WIsZwx03Cn$QH?RU^_?Meua=wJ$H95O5pc410+T9ZKr5A$#lc$=AN z;;>bs2K|^R&%zgba@|{9ikG)bwT5P)j>NzADj-^d!2&ou@*#qCUBZqWWi!kYr?^hB z#KK`vk6F5QROR`T{a(lXu;r#_zU(#%g3;E1^YQ_l7l2h_Dr=z%&u{g5^|#=F(?^zZ zz%7nXHyXg(+p_6WK^KK$53?5!dk%dG@QqV$(pxvUAYA8}$ficK-m;r{&6*oFxdu;W zhtPYJM6|uQPEJW4O}*(mSXwCBQ6JVG#)nOxm++fo%@^18hn`p&dg}%)G@h)F{Mykh z?$c<(zGm@7lUaYig7T;{^+_tKn3^dsby#*5YQHNt*IIE}s?i}(PeIk*2%uK~^+`mo zztd{K1Q()^{JUNM*=a*VF>N75v#K-gNHQ$Kvye%KMa(s!$lx%H7rGbH<%eOD*neMc zxga#|P7TmNKqpc7$zeq(ep;hck%G!Bj_0Y#wl3cD$te8=3Ae+;By%61PozD`@B zvKK{bHSW*@m&JT4;_zy`2J-d=-UB0THEOA{fuQk-82oRk2-@v2x3#rTuRM zVwe}^+oTGq1-&f(w|cuEIu3`2l+gi_ei~J*@F72x)@_9;}P*+&Qo+JX+*(T5qJnHbEDGCu7R?KG+G*cd^{2(Q`#AP z$wG^PGIvOz;+(IfR+LrZ@pk$wq7VF_NsJ~V$>kAJD~i^2;;(LrRIevy?IeVs*xik- zunJ`fc;c4!hT`pAN;-d={_vx{jo%9n7B{RdBj};<7Q=XDqYl*FZl@w9Gya=|t~Z~3 zSGPcMU~YY=TOm_3JiacwnZ*gj;A1`kdzXaFU*%jIXzm(1-R+Y^ssQHtPRy}ghR8IZ zz0c(jKij!U?>oU>9X=C32Jr1CX4loI=Se}iB@#E2uiHMRoGUf1DVyqHOsx+;^Sm0j zIufV;%<}GbB#-8qpj$pfs%dG z{K^>;)6lE8hXe+6Wh_QxuTMJhW*T=lOi)BRIiWVIrj4@QeVfdBc{9594K~@68;{pK zYi8e(AB_0<)}BfqO&Z!-7T*UIsR7^FtE+KihBH1nK1}SgLX!NdQ8kM9)FNhx5g?Oa zTxGB_z|fEVO*G6_pVeH^UL(ZVWoCG3&}p> zG}#%%p*-hZq4#gZ=CNtJS2jhb4qT5Q6t-l^9Swy5Q%%nYJ?5*ElW|lMZ1kWp#3}G0p$Dk$cBCx4wTHVSKZwj)CA>cE7YQ>0& z1v{2g8#sj{ukj(e#!7-Fcbu03<6%AzH{&!6H+UzZ-bD@w;2fmvI@8)G3yp^z1&2C8 zs1Te3s%tve8g})FcsvF{TS*f@wtL&7^yL@_+^tD#2qnRR!+QvJB|o~#{sABn*AZp{ zJG*)iF@XE7U}IzZAWEWpjX_ye^)dVI?m9|5T?Hq+{lHK>iP$kMRb%f?*)bamR8pP1`b* zAnf@gHYNE?Ae|RtR6}Q|7u11}Utd2mWDoza(XkpzIf)A|s)z24EU4EtG+}q&vBdT7 zo^)w%R%(2-#jZEkwl(4?;ruk;p3imUB7WUqnVyK%M2)*_&0$hx*X1FfgSg%XWcrio z6e}!gD~RR#1NVdBaaDD_$57lYs@JENEZ$;*uIRiNvx85D?>sc*jw|vXme1C=Zp3#T z50NIEK~?EchJ*-gsgt|zT_)#sxL3jdjHzSf)wIJP53!|mh;}BF}!xPcO8OU)NEx$eE8^&IzTS@te2S{zoA$hbjRPY^9xZBa@mT|wXJJzygL`H zGSHygoY6^%@HloqeWA#;7`3~>j``U5-D1ZoS?7zliR<2(Ia;u*yqg2NQs(r153bCI z3TylDs6n-oy``ofi0%^iBZjSyUz4v=U%NJUm!M*G+O?c~-1k}iw{gCI0c1MY2 z+@F0@-P#IWG$8L=Q*NIUug)~&PcP5O7lqetxj!6mfjzx!(>VWXvFymOZRK{P!joGq zDXqe;r|mV+u1MKCq(0i@>ubKhic!IDPsLZ-cdFwhd02-$$Y^GtL!g^73V?=Ls z#DI@r%aR7&dC}*v;^4S)>3EeeaH5@_msj(;+Q;%G@J=mw$BLYa%Jv$5A?)Q~LT?7o zkfKmbuBqSZH1(za^1Lt|iBnxQ$~_s)ilNISYTkR2*6(wwhD?DFpV?X&^UK#lefSf) zYcmsTc>tLw@rE}Wp(QP}wgPvLUjD`Ow;cN z0^D9VO&eor8R~Nj?%7WF1ukPwVCbWSE$TE;TeL?pVsUu(Qy$$%I~&&26SD|w?&X&v zkKfVJe|keaWfQF;BWHZst>6tU0cz z->eWTdBt3m*_C%5y(bJujgw%{Or)FgE^OXcCi zCrDCjCKTW46US-M=#A@VRopJ51n5LJNua9Lcx@*h=k%nC%rn-U_QKo3K4Q`LPC5E) zPVAdizUl~(M7i%_a2Ft-Svijy?aZ~vZ`Kkp5*7GQW1J!ccdOMZGr|BI+TCtR-T@#B zCIv52@*0F(WYgnH+JN_3$F&9HhN1EcaKJNiz1&J`miQ;38V<_-=Fu=7dB>wIMkqQ@tTfTh$nxjUVi@R(iy{y#HWVVec8EBCq^<@7?l}ZQ%vQklR^(8Are{(k{mBY!! zAr5G`>$!c@?%7Q3isw`k*{|Q-*IvGJB9N3=F-&FXdLAD?y5;rKr0!X-qhVJE=xOMf zOwI$mCD$?L@#05iyJHhCzrGz!&D%HFjagrjv`WX3UZ^6v8}w7H=~wAffUM##$CR5U zSuEmHid1RF9kblsU%A#dZM&6NDDFbA=knl9q;+=k4M^ghk+XZ&Bg!%_4P1}3xtxsb zD4IsYPeLx9Nf?Df8uUa@+2Y;ymk}g1G`tW9YOB*>lP7lcad0S%X0WIli2n8)fR@5hR-j|R#)EMU zLf&uH8K$5}=rHyuup81#+i$de(hDgUKQU;Cc#?(+*zNsL``WQatCy)QX^yt6d5@iM`)Dw6?n+$m6gN}v}--ZIQi;cZE=78g%% z2=P$l5%ZbDYi*xWnkl^Ud34@@chhS!{l?6cfzg+}HE|!MAw?+b?ov;b5DFcu#+kfY$UEvMU&d2{t^24;%T=E8!B5UuZ6@uQ_sOvYh* z8O0hO8qR3R#M(|)Dthd%wX~V@LC*=&IyAo^aB*VEaGq`+ z8Yj>!)MKF(a*48?uC39!>Y11Vk>3nH5%E4w`JEy>rfX@kB1V`pb#Q_dA5Y-c=@a=O zSYh3k)yO03t=Moinij@0l$WkCi~A!h3$#bQ$Jd3%wz|CJR{F}xzwV{fAGfhGN0;uL zFG8~O)3Iu~WN%zbMmEYnuJ^{i^Np_xlZ5_&Z?ML?=|f?ZWk~v94G3!Ucocp0kEXRp zmG!4sCMOSuEz_LWkS7h#iK)rh1?jNxFbqlh;^Q?7bXYrmwJm+IV3RpH7pO&se6*@d z`({0cEhpAHCZ|gCW3r$?(x4#B*^J)X-MwayFQZ!~zJFh^Q_fhel6P&Ri)2GgjR`07wEnns2@95bK8W$Lp88~$9U*&xgEGZ*X(_vt( zt6LKi;-c+j5{w-m;=9ENm$$DvyYW9nw(-w>Zb{G$jt>%IVY@T7xJ5a|1~vW4!^^84 zdu@DjPkyuS-9gX*L^068!GI;LDjXzGZy_u?@a|mxJX)Hd>oV-IA{GP$T_3FoEoJ5q1D=E24i)nKh?@0a^R1U!li7LJPL~69&f?Y~ zn=A4bj~^qOn#8R0V1USvDTou-$O*8D{Uv;;FOp$zbwEU(3ZCEs0xjJ$O|pbf;*j% z+B5r(*{(V+9sbPB&#(ZhZj1AvXqOj@@ZBnPP1pnzzU}VGWr+!vfCX}l&CBV8AUkzT zmoEZx3C~`=<*6nc?BuALW}N)jNmsb#0C*>?#p127|bOZS(`o=Rd;HWdC}^=Xvgb zP@eKr0>ngkUT1gvZ?o4wF~a380G3&BdS2x};Nme-0WKak=K!dgvbMH`udhF``XFXt zkOJzIJiJ0jdgst07eG#B0~C3sICy!a(|~fd4nR=xF$%fsodeWI9eHoY8YX2;O*8iW zQ#r6UqD){%5apBG!p{Zh*hU0E!dp|5BStUd$sZH%<#8DfWHbd%)bTO{vLaW^W0s%^c6a*BJ=! z@|NGs%!qNKcZ8~<<+ntbYB-90^(G1v;z zRYMmUj~fBYy)i4}t(*)O9L?9X8yjHY_rXu2^N=^h3;Fr%_JslT$ctxVA-|#ze%!-9 z-fOyXnI_ElTnPx@e)EZ6|9}8kgq>{g=70F;x$E~ZP!euzMMCOsZq?=1qdn_u)7Mx* zb~PX?h(p2NzF1OPdTte?7yWFG10F45)Y7CBKilc)k-#ESF3i(Oiz zrXqZQAY0In+wSduky0=i{e((NN`C)okyZ{$^5_EXJ5i+ZY7HM|OiI}XDB3Td-~AQ= zAOLgoz$bcxVrm&!Gm!ox`u?1QJTRYA6!2I#zBcrNl=M5oU-iif^!?Js{(n6}YO#rt zzYVT_##$DefZ3pnxbp75P)kJ6>H;l`K(>g~J8X&!2&%LUcuVUB=l}?MJMt7Eto{y0 zs)l~@KsUPOx^q;5yWmu7o!3hb$G#o|=xSS6KF=IDs)};%J4T{Y=78J-RgqWjjEEra zy}UG^l}oqj+*^-#9W6Sy?AxiR z@bE|M`!ZL-vnU`SFv10Nw;BS*bU`RvkktqX(|9X{PRH&wo^V_E`Nwvwz=>J`V-&hZ z1!U${F+M|Ifgb|s=Mxc+wx>bBHTuJ_z~Cta?=v$qgAX*>?~eC>QIMB+ETea^W5H-$ zzC+2X`~TQjo85=YM?bdWpPTZJR~E*Yh=a}8a^ZNJjSu{ke{9L72r6$mRaNeVv8QwkC)^J#@^d=e(XvAZ zpriP3BClO^sxMLsBs)wOf}2fN`oxJh{9$ZL(GBjMyt;3JN|B zmq%*Cm}|Kyz#9yyik<;Zf}d@&!g|@~k%&RSwKYUUuL2x;E(8wLDRr&z>N$nySBe+v zrno@}DLkK>mCLY6+v_IS=xae%16y@7e7xF-W*32?4?o)xhih;(T!CUx7!orx`3;ty zwf^y&u0dKdxxe8)*$o1>MAYlEh*7%iSO#Zz zZkw3+ICNDTdy+7KOz|XZz=cH)cy)9epoQtH0zaT(b2VL!H?+r@cQ@YIy!kHaUlJP zt63wxQ?P}q{=w#?xwJbhvOYkSg|%oq0UGf7wftf>MA)o%zvFdINA9E3>9Nkig8m>Or>TRxQ3 zp6AL(TqFnIw7o{fAj+i2t7dyHKNIkSv-Le1@1mY8!gVVY_Ui%QunKiV<^K82m(jgt z(P?`4)IL+*1o9AxXmJ>+i3KWbFPt_fw0S@1)B5|{h}v#g#7fD$kPWMG*>%b~LC&FQ+JZ zA+n9Bcv^f?AJg64)NH(J=#@0fRyw}lyYvDbqq#$sh*U$GRE`rB2M2gZQZFRd(FcD^ z=w{(yzx8aUIlPDXiZ=Z8rEBI!c-M#PFV7K1&dBLsue2I%*>LP)-0rt^StN^OQ1;>bh%ZP{9eS& zPTt|w!lG8stu)+%+%YD|hl$y{NH9q)s4Crb+gq({Y&R}WFo3yQJGYr8$s^r0Ey{3+nIRn@ycx$CJh&_d~f>j zm#vgG=9l{(Je{oE%w>J8Uj=qV?aB=;ZIIxncex*yE^)Ra_)<_jETPx~{w>WeB4r+Z}#H$+Biwgz!T+d3)|lZ$wQclJ8Vl8aEz@O@$`&2g34Q>8|(OH9+s%BFudPC6OO=PbC7)8%^a)yGckW8H8(HZEiu#!1ML! zQMwsvB6E9Bd$djaKJH4zpq~%QVr^to%$&FG(+Sg07-*q!^sYev)%u-*$VzTM$1Fk) zby)Ut;F%<@-`lb?-WwsWT>XNKK0doi4K32DkyTlEmASWV;Nhi9=`K#l?Hk@Ueo&R- zvkTOxP+i`zLOPTT)kyEz>DIU8H$kHtms5}mzmZqROzC5mi&L`*@#f`D(vK8K#L8OHr_7)$$x`TV)mTpTSbN{vx#-D2cWb**PS zt`vVr%X2Fxk47(c4?k*lEz0;vRcp1mSh{sL2K=s|MTVnSlBq+L+UVJZ*bPe%O zW@;4~5K~g>`$|{dVJ>!s8GyWBAlMu=fCk~1kq_4pr?QUDO(4-+8nOnCWkyFki^SlN zp1rrWX&}DA4*V&caSSLRTqY$2rSLN>HVT9^NKHuqt_2iB07U%p4mQXx10mnNBvbk5 z%+&s4?E(n=`7`wpY1_P7dp#J@)xN5rvUi?brCCZ!y-06u1A`j?In@zjCF&(P4UyakfNThX~@hRav|;uM>vupX&EuV*nSKDCwzdr1-<}Nubw>uk zyhAZDDT>ULv@fR|X*xY^uc&Hk^hW4?51Wghd{A#b8d9aE?>#rWsx32<2;%XXNRZ{Q z%VXfbE3B4a7yAw-hkWa~B;14;;11DwrL*G>K%z6TDNlz0Ml{yTtk!M~9T5r0i*SQO zD)DugVsDf*3;T_x<@@rvp0L{z5&<^$+JXJx2Pl0A19`SUn~i{O=`EJz+_*gy$j zK#WSoHMJemy=ZSu^=6{r8x?IRS+cP@K4>*Gb@hlLDAn^`T?ODm9Zh@tG(F=H(d~z( zG64V#eA7IME4`=r1nJtUjz4Feot7px`E52lXQnh6bAa11(=n%75N^%@Hjdd&Ou*{# zKlvK!suS?$jY1ya%co1=wnv7F(hG8l+$ldwCP~zFF)?{of4rmSFjJG$X{t3v11jnA z1@caVZ?!tT;U_I#hS^H zIBL2ur^+suil+)y>JX@(RYvS2_ok?3yfI{*h`sqNyrQ#HOJk{sb>2?|*Niu}wm~-* zds#mDo8NcA0%cvXoLXpuXQ;OYks&y+ReB+&33t|u@~vQf&v>??P5}|*AhfM{)X4V!18GNx|4_F0Pr^N0sZUjJKA zomkVk73Px$9H|l7yYuB6aGCMw!&Y@g%>2o zj<@b)8MY%}jcm<91mUh`Ju!H#O3}E;Zx1(M) zcDjl`UTPWN<$==hEJ6Ur&BBr{l95dBPR0nld1x>@Zn8u&;emq`7ji7pbZwQa9iOxD z21S<>A`=T!p}@B(fZ<=G-tPlT!UU*R7Y-Sz7Xq<_iveGj$w0sy!=_6IDiVsf7G|L? zWnELL)w#K!Q_LRU!;Q^J94q0HE!yvb>N2Z@e;wXI938z(H9S?LMeN9SS}E6~t=rH7Ycg^{lQavOlhn|=EWXIj28YpU!uArG(CCa1!FMUdYlhQFrK5jhp=KP` z(4|jM=Clwr)#x$EkXf54c%9_YVG@7$h+hB}z`8iEBoc|B_EO(ETrcQ(wYNU0yVUEc zlpXId@FH5+T$~RVxX{IU@9xS3!@%vy5VK!=;Tyh@#f8k zq>gU$2PZU177riBRlEr;^6aP$v~T0p&E%!p-{rb}yQDj1KK<_PijDq^tvn(^Q{jnE zCFO6&fy{5E{Y`eCi^84rW^O=5(83M%&2(W_YSG3%0@zU&0!11^zwl>Y;|a+sG%IeerTXN=aK34R4#9K8;LwITm5W= z-sAb(Fny~R1?BFq*~-*GkV|z`!U_4MqQ`D2$sD5m{IbaXZDFvNX|Ud2%#^Ea_Am4_ zU;6Mqabu?~yxF8>$Ij&2yWRy&M-JmJZ!Y`#`hrwM&J?N%V){83Z)dYgbZDYCR`V9{ z?86r?TyQFhR#d!{J3*4ef(Wmw^z#W`MMKnFUZhDpLxkvnloZ&c%VPyanccsrdF~mn zlFPH>$p7J2(dFCk4i=nk*@T&9Yk-E8M-Nc_UuM&NPv5w!bALuCR9B@$NwcsZX|Bpx z?~Qsxs^>8GfY*N3d-1K~ooXG3k6I}kYSUmpHU%L>?s*udGwy7441#s*0$20rA!&q! z_~9of_k{5M@=H|*1~$!-?}e;s+_#`dRfVJ>4i~`x?;>ZLp^e8vWvk*^AN1z$R=OxyFk7af4km4H4epB?m6ypKM5*x~suKq3-7IVY~U>|%>C6DPUP@ziVf22_G_&VL*sO^}hbzw_D4!J1R0^wtm2HzH;SoQuwvA#|cP6Ih*FWPOp5$+N@-s zR9&cRfsDl4jlbIOnGdBBN$a`$;k$RUNNB=YPPH_*oqiIq=K(uB9sqSxli~LjF1so+ zlq&3rXUAgMv>8oJhwVb=UY53o2v1ST%XIa6!JDmG3yvRGjU%@_qbGwdkgp`^iwVW* zJ9o1K!DOxR{$maJQ#Pjk66ubq*6vOhf-${Z&N&C(m+H&j6e3O;y z4C67|Lo6Gj=;3#F-m#r5nd4t3Cuh{sb9-MiY`WYJ?eR1Z$^}J*& zH9A>Krm$Aak_LJkziG0JwCx=OD}%3HdbghPLpDHnDJdgedG#m|(RSNdW=NmN`upe; z==-u9-zkVZeK)HlZHf!y>p5}B^ zXXLaMhm*X2n*f&_=gu~irDQbup#?w-kbF37YaS8V#=qZ%gR>n7eLK-Az}T- zjO{(iER|}X&{&kEQIv)K45R^4&+S;Lkoq*kOVG|AXj<}D!NzLjZEH3!B94RUq~+kY z`bm>sHvSYgb=7mal}}3SvQvavDdagyOY<=NL6ue(9P9RAP>6rh6I)ptAg1kQv@Dk@ z;_Y>iLPJ2#qWAu3 z*PGB#J~;j>sm}yx857Xeqzn`)(F8dPhLZgA=w2Ut2?Vi)`m7YIxp&arw01YGw(?SA zK_O?L$Pki{=r%2haY{7`bDW4%e3nmFSIJqCJPta;;9a~}NQaw$jWx{|z5*33zfHla z=__*TnZ#>$Dxx_4jxJ%Z4!l+y($Sg$$z4a-FdJafM}XaFL_@&JQ5FZFN|ZB^;?F8M zPCZ=t#81@d*Q!|dtTnd}jio31R|FrQP7^}HLYKT*OZvkjk`p;wTC%uueIqVV^~pD$ zevM72<2|kzd1M3uCk7O?*G_a-0;0m{L2%>+N5V&xrm1m#;ywKC0b{#)8AFZ2b@%mx znA_XBD*O+reRM2gHC`yg!kF#iFu?=<;*QVS3v*>TvIai>s|&@72FXWx$%2MLxF#lx z9X^BcVrsoq$)?9rIq_m|$Ny;PIeW<;zm=U^9x|a+(;K-5`|Er!kq3E} zdn;eL)=#w@zW>6} zPCjg*5kXxN`XHH@o{{lB?~}2O3tg>WBs(dJMCq6m5@zoCKFp7T}E#nJ57PapC+5ytYqolTD%ln!jcvmt7)oa_dFqX}7|eQ6*7%Mk?X^w4Wqww!Hu)J1Qo+ zbF5!tVF|EH!e)tDW<;b<~QZm zfS1X6s7$PQrormfpP-eCXNBkY)ZXKK<4F}V6$;5{jpK98o;reyb^xdPxA@OxuS zMZH--{Ni+dfGKq{p7W%`){#o^G^w7J<@Vd)>Xln~yoL)iNdWy|DziXHb$2XLDWl&R z@~xX#yTLk@t-9M;sY{ydA;Ua49dA(2$o6s-V|JW0zwEhpJQ;IW2sLojezpDs3>&r;gpdFg-iH@^XK;BAZY`)?|66F25oOM-}GECgFIFLh~{<=d&Ey#dxeMMaP9 zGKU=o=$k%5zU1=&ZKt4JVJFZx z2yFP5021ArN*DL2fOo&My(j!p^NTq05AUqZo*oHKZd3uN3AeSXD@hxCCfsVZ!$K^IFD@!t$xzQ~=imY7&B;gBTIC?fm) zqd}T9OXRE0;QL1tuix<*z1KLk7f z3iQ&XaKJ$&z%b|Qu)&MQh%ft=oN`Zbm%V^mPK|42(2OkTl8sJG!EENzX}v42CS!{5 z^N)#mk$#k5qPleHQO+P7)wl2-?zF`vg>gBg$ImS9C8sPRt&G+iicS?%It@HA5N=gRcK!r%%UDU*c z7Q*k+rHPCDos#lbaT@*NNnXUA;G%z&qi1I?Kx{Y76;FQ+ntz+q$U+yHSD&Zr{B8OF z-7Xr@xEQ`7A@jHY{`+6QqVGP=#TmtZ-BmokEFDnX<*h54CaKh~yKFgX>#LS~tt&BF z<3>x1|3IEv&e`3Fj}>A7Qv$*$IY7DxRr(ocv&!1bV|A`YD|EcPF^IalC@Z&&MyCA+ z5IuMpK2+UBcSU1hWtHD+?0xj;Q8#C>a2Akv0b;3}r<{NmMD$dR1}HZL1OxzA_oX{x z%o`{jWETwg_{3&>O%Zc(sRVr!ftp%q|JJ63G020efK)@~5ilMu@LnyBQuHj=rd_f|#i8o}-R$#(5xcSmI%C^h>7U z8X7TkkC~f$&{k1S?rC`brp>k6bC-7K_2Xrfo}iG%3Px5*1P|QHji@;ku)IM+&uA6s zHsZ*m4|n4cpdHNOIG{1z0jdMkjN4;*)-oi(8V-@)039iSAtr@nTTiZ@vt%#HZ~6Y5 zH>h|^=tsCDj6Bc+CK9sb*>saYlkY;j`3_Mqd9cNdL`3E*1hTN+7V_UzhZU zjO9PyyCVlQ`XZ~_-u&NI;n(yLD2T&8Re^5Ypta#VEpFn!TWOOnHYOGpx+Og(CT4wB z#}LV1yF`-=5aX+>-oDlb>q`#=Fr?pXEq0gAoj)G|V%FCHG+U(}@9`54b(jktQ0j*5 zB;Mbh$$s97*gAmPKn08ND}HmGU)GywTLl!cMLfO=*!=qLzfZOQ$R98>Q0>Am>)T=~*;vuxli;w6y1d=S%@s8*}+{t}#*Yza- zzLI~lD8U<3*kE z%RdYo*D%fc-rh%1SymxT{}W9Y@!X5QvmZZm9ItP!zP;yFf9Q2zx5CIC5gnSl{$C^z zG04z(nc3oBK!AVQ|KBH6?2Nwzx{vU4x2I1_Rsw%#LY&2RP!Z5iHVU+s_C&SY{{@aa zgK4AF1W`;)PGqVA%K3cqMy~(9;1=wdK-~h}cq;HLK?G169#Lgq^Z(^JVaEW88`?)W zznhYuA3cM~4zyJviyH#}qdxd^i7G&k&j0?!vrva1+f$hXI6M~IYZda9s>E+@NVy3_ ziF^c(!c;UO;F z7)6(Wx8aF>_3G!||J$iL4Df?+CYd<)miVHO;Dka8x)$5nUfKxy_a!Niq@ks~7ZDLb zPeYRyJrr#9%NHwG0ry#}zoBE(r=_l5-S(03-^aSm=nrs|cJDcyf8IFQva(0u{rJ6> z|7Cd}pqF>IR+;tRFYvcnq(-~m46>BL-&cYD+FLA=F_8sjIt3Y;AcqtVlm$jq;x!+> z{#xQm&zqZjW#rAxe{IUAteXZh4xkAllboC!@%8I^LRi*b4~$?lnDN|j$MI6<#3#^3 zHB2l_h7!ks>)u1*T%h@jB~V!Gjko{wr#e5G0Amvr)%S^YaF9Eh2hFn%BNEKv7k~K2%%u^4 z=4N(SWZ`NS6qq5RG?Pb1a$;g(hlw&`VeZ)2iHm-fPa~54+VW-tF&9mI{^4+thH6+*T;Vsg*6{^{5J13@=T6wOCfHq5tI?6J2`PbTCan!I`TLS{Ij zv@_(3`L&`i5fOj684F=dGucK+e2ND3jYpR%4bZTLfRiUIV~KPK_@zEOVY1f=f7-4e z=ef%OuCTzejMfZE%AugV!a}C+7J^199AuieDT%VjJ~#BT30%0wjAmAin*|)Zo}PyG zc>g(HzD|V(*{-`9Rv-pPfOV zG}wcE0bysc6Q_)!1A8|=yXAFkhxW1oM_!(#%RXoWbJIN8J>dfR-83uSm>;o@e;^~+ zad2z^61+Rq2FT@4@{-kzJrmo-zAk>!w&I5OHn{Y;#TilFn_bvDlYB+W2S0;93unxU z%CgNmq5_>@f;IC+(m20HSp~0m3(IEr#SJPOv^YPWXu2Nd5}|#87zGJ9g+`;(6-Guz z6hhn&a&BX~yC3b0`KGv-4I?@rr%R3%K$Y+-NZz*RIL?G$%3vIGnGoTQ8~~Jjx?Yjf zTu0y50Ax><(bv(Pj~|q}?AnFsIYkWxnOq`n06bGxY!Z{4aIHY;$Wgtkoqtz6qUL00 z{ie{guawmDY1iCwAnf=cVrn@v!#)Pk5Zb_vL~q*&xphZb_P!LRx$TUN?Q6p2rJMrcA7h82#t@MI<7g9C?l8pr+bHVrS9)Geyqhgw@|;H z+94JW)tv)Uc?0nh$vEEh2PKBpe6dE2a6M_OSLj8X&B6o{aIq^ZSmG+2!UXT96)*^5 zVxyu2;Yc`SE854~Q^;^sudg2tzz+r@$yH6Z$H$4(R%YR!KGDWI?9}X>zH6zd>`oAt z*{VZbaz81-T};U5%&*Yb`T(dhJpwQXZ3wbS9aU=}bk<^RfI(%(ZQqhy6e)}F811=y z)GC200a}h3N0bO`TwId2qF2p-1|SCLI9i_b`tX4Ph76G?Grz(oI^&I(pIe_L=ItFV zuQX^yC;YV?E0P6YASCtW)-jY>UT0G@&0<(mQMd(JjoSDt9J+JgsAuYEc;|G>l}X)G zfAn>%p_i)apv!25-2HBw$R5GvQXTP=urMQ*oA0mFWJ7Rf><3d7aU+-oQ1#sJqsvUK zOWz1vm2O^0qoAezWD2N+0CvcX<^u|H`HmK<3m`vpql=Cvhui7H2SDuakG-?p2E(>~ zy0VDVe6#~?$u65G^fxOr3iO>M&xwP8HTh@2YM+aJFA$6V?j708MVZ-OoMo?x`sad47@dv82qB5S0d?8=rc_qmE*GG+a+M2}>VM z6Swz_vEhp##L)PdD$B{OQr1HBZZY4Lk1u!y60$Nnl%vF{U1k;Tg&aqeu1qR1*o6;x@}P*_bh+#=yWmdv@9vYM8u^vhQ@}7F+hAWcfySXN=3Hf=TMn zAbC~=qg8mJqE9^VX5d1%aMKd|omS92}BMV~Tq^bDxXeBbQt?rzG_ z+zEy)j~d)-W~G=cQF%n=oPF!3n}=QQb9v-(V1W1fP4wI+FHd3(-#Fnh^Q_IGj>`9T zRinaR-()deX6O!g{1|-P-ua!`Lcr}DZnSI*;ILMAss75kMCjajv6@DOgX|tH!F)8kp>P5luilW zAh9vMQHC^M@}%yt%t@wiRlEw@7#h#;)aw6>!}R@N`FcGiI@**%5u`9(!}Hl~k3(CP z-e;O*luTJ~%`aHT;4)K+-diM#lJ$A?5*rsM?$S}?u-t;*S^1wPseu!K3G|(cKTIj) zPuTfAdyYL0k-DgHOH@E${LN(`EhF(F7$WM+sM)})s6TS?E66(yRM{Eg;b+X-s-3=H z>h0=^0?jDpz+n(%g|gQeV-lG`3kyyP-Y3QW@&pDEAj1QYa6c2wxS00coZ-TR6@K%M zf+8YFW$J|a3QYg8izN}!$;Q^Dmb;o&R^`s}rH;PI*`n#j)3CgcfyY9-tCx@3CtU@x zj?9yMUe%v;Ojb%PrU@UEwB_P+aZd~AN9*^di&iGh>_ zp`OWulKpcl)n2FKmB~k`sfKkUYPYQd{tDdt=78VPLb_MNsu06fZqIXn{^kpIcFIAW zmHFPpI(L3U;d%?hU}5ywp~%5)uOV#n7*Hxp>I5M$P}bmDUVo2oJ!@|RzQp(k=qXZ5rP zO+=&N@Uj+sRdaE}%=1^X}YQYX<1Mh0(hQ@$wraAjQRIptL zXAkP{vwVc$R(t1aAP%<@UOhBs5L|15Ks{lISTFc==ss!fgaQNwLX4!z(8OCaHFuG@ zbV;3n8&tae+AgUmpTmn6g}>a{lT4CjuIjqHUQ4>y;C}d(ZlRrtD#BO9sft_POtbRI zRC&u$?b5vm4-C3B{sNqFlBKn*&0!LMcJ&`@$|e`Br&~m@=3p1ZI9pd}aj|8;p5ot* zTVtJE$$u~UMf1h(vkuR?Aah; z%u#)46_042B%xDgGgf_ckeD|JqNY#PW=f9x-&cqoovp^%dS>>kB~EU^&HIy+;56=izHV{3g@URb?2) z-BYXH(b2)c#HTb9FHoo1h^~kkH!|M1F>FV+tHmAQGrn`B)M4>j|2Rgd-YS}_t8aVIDd7jMWAbFbJswxtnn{u3U56LYsQ`{{v028vQ zrx?wuMVgveSzG#;0-NRx#yPPwm}ZQAhF3036_1TQ#NHt|G$Q-)3nITW*fh$wv8yjR zIyi6z^fK5B2|T<;MkW&y5^`=KaiyJrmX?k#56C5e|5>!Zr5)qCb&JT~i-g^7rk;h} z+sn(O`5Z~U#5XP?<(ZtC8)vWSMSmn<&Ix)lR7~})d1zsCQ|^S>b}k$31(XuYl7H*!BvqWB$+2q3;^~fsXVu zm`97-*|Smq<=fARH96pXV22O9Zgem=H-E35r`k^*j`jCT`H|y~O-@GU=d&V_EdHJ= zv$Hhpw_&BLag~*o0}-j=3M8|mbSUa&)Vgdo-Zo6K_)d562l>hI@pexO)8|M{&+8 zv+zy>?T{ERFK_Xk-BJIX9Hwtrc)t#IQU8phQYV7)(~++9*-SYJZ1thTR zy#uJ(I8;m2w=3u}W~XkIZS=SJIMmngc6UVHeh0%xcn9^=$D1~uu?ZIWq#c$hyTp>_ zwKU!6J$aY&j5)#2J1_#99JuN*P&Z-pq4~!ZbKB6`oK6QD+V{4{0TL@Jik`indCI91 zV6iOY0eRQMl+*wVH{}TBcK`mX=kjqrM^je=*hz?q6^btKM7-Uj7z_1dOG>g-=tP7`ld$i)A=viTF~tX zcX#RjzHn*v_-S?S?hpxn(Z3DYp1Ip{$oHBn66t>{WHPr->;aabq1E`VcBtdajMS2_qBb%FXM2<0W-F( z%I~~(Ia$PeLhRzkKXyeUBqpfUI~{I6s&(JZJ~C7wHxvh5pvt?ty4dEqZ=;%XGBag6 zK^MwhNE}xqAevmTB&Vh}{9^tX8Pwa^85z^x-@oL0o74jbnEVcvnYp=c?imh>pEuY9 zGzr@HVuhaXKKtE${xGILjPx}T*pF##xjBe`e#vjw0Q^ap6qqH)8Z~~Uf6US^)9~xd z;&bR_o8z6Q{cp<#Zs0@rqGadX-F1+0&Uh|6|Q=zBz*nCz@rApR_bJl|mc(nV4*fn>_08)n5{otKU)Ze3518 zvzUHIWVfSPpSjMl+Hv_}3zI=4laaZ#1l1M?+?(s$OBVX~mk7FVMporaddG6U#I#dP zl*+Rtzhh#=w>DL%EvGK0MK`~)3nT5QZ9Fuht>M>V3HMOJLl07(wE7yA-1xXaL{od- zc^oYQwksj!w_sF%OLOJi_yZ3w=MWm@=fRR`3(@ZMpe0*I>rbV@2 zVmME#EPE(ZPQt;yn6EZvJD3^l&y2=Je01|?DFqyo9;ArKYXo9~K4@Qd##gX3w}E($ z);7hP&cOd+L+_@hyb_KVugg8Mvy)GS!0!T=a81#Xhc-q8_&{Tg{z;gZ0`zn{ z-(uS($ioSC&svjHrT1OQ^-JW6bkYyfP7#D8e6-3+UR|l?-cmqrP#O9pymN)oD7=c2 z>=$42j|~{a6AlhLD^2~}aGYXqn2LrERr;Skx=X&P6~ZCFkJJAK=F2in0v^zuoK$zY zE1x+F0=tu|;=YLTX`lTD4#O6os{8lmKAY!0NKS}~kC%cq!toSO59I@c46A&&_bF~E zoc&fq=8f_ZUIiiqS&iPck#&iz42+B_p)-N2hv#S4lvX>$Pu>mue}sK? zT$Jn9wt#>l2uMnYNP|d84oXRbbR&p#cMgb>(%mIpO4kt5Asqrkch|r$#PB`refBwL zzwbHk_m}wlAu`W%-)mj#TGzGK!TeQ`%iKY=+u>`0p9)%9CS;=4crJS*33~eaYh2Xi zJfWhuCrvrU#Yb28y%k4wq$Gd7gnz%8|4LF{&|UXLG~8ns&H$ITp!aq2!p(1#KU0$O zebJk1T|t)}Hgt^3@uk-{@xK@@z1J=8i`@Ps)Mmt-SE8De0eRmF_?({IZv9@if$ecC z_4!aMr7AYL?vH!yU3`}CH15?}3B)YZhbU@-BX7s!aV=ShpbV4M>ZETR`9ofJEsc9qbpS zbY9p!x0$I9r7Ne%H4tg)Gq?d(Wr0G!hK@4XS+L$AhSh%|2Bt?S8RUVRx!O&(1nhd% z@5?i~eNOuL z9Ywv!$*odu2C%WPkEVM!00iI4d7129c$Jo>2lOzs$*v6Dk8wtmmR$OWhN5wZBPgJ6 z&UPn9dsW>{$2ayXdms=9Wtnc(*W!?+R?ig`6y(K?=8Drwwd?-#vw7k=y(}Y#L>nkN z0I&%H-@Y8eYGA2tThm<3Tg~B(_e^==TkUQ_mDRG{k|39>D2k$gc5*&#==HjmVs(8b zABVgy6xV1!TaS#tm{YfbsLtTb@%T6dwwv~a$LxSEG-B!|=-Kf6c+sjjY>fcTVr2EE zR{`7ZG>hQY-DRl_KfI%{zTUi)JXSjQp2lCPjENfs2^|9V`BklIenZ<_Uzd?P_~G{< z8D&-ICAk0ce0w|v^lu3XBB8BneXZy9LL55gvPqUbA z?ZLN_3ZfP%IfVynx;yDTF5*j~ z_amr;B!%4eCz(d2u_ujXS;7So-p-Q)b2c_M3Xj)@FAhj%TTE~@3!-focy6R;VX$4; z*ta_KnGy0`ECG4Z98&}$s*mr&H?Gcy4CwOHSW+e;F6fna}`16(bS9XhyWziKe>I|0irJ~{9 zIsDooruxiEJdG*5b`0qdyzC!y#g#-ZzD!>+&USNt=ugY4$)nyh9#PB6D^AYpw<_|I zfh=ieW@gRzJ239TNglKPjVA^U=|!AIY5VMKih;W?o6j*Ki0*-?_WiG`=H2|6BN9Ip zWPr$7fKSgD41e#{|28a2WUv+Qw7^MBSER;b{F6q7PANW3i#LJ=$8*Kv%({B14zw1) zFA92(?ZdyS8h+EIk2o%9s0QD@2kb!KfE^?C^^=6!wzo*}xYSg})8n-B%P~JBM6Ibd ztQ&jB|60Tgw{XXO^(;{h;mmFyWvH12Dzy;5L=;pMD(Nf7sRN(%i2dxy z{XqP9OV{xY&0@@;A4sgDN>p#T$p9Sn6fa4KCp~hrpvHDr=QK9?F`%~)e z3E7IabBOeM3*RsD;CuCD3*OBple7EPHk$2Bfwtv}Y89@$GXbzYkArk@`Z=Yb!c>m* zc5r(m8s{U4RaA!H;dSzfG7jki0rq~o84oR27y&&@vD<<=@^pEzv8*ICTYk%+#lT)#D$jy^ZU>k1caiCTvA z`r&=Je%ag%F^6)~n@*k*UvmhJIkdGpbX+>>Ho2CqR~6lMc6N_?9g^@oSfbj=Fy@IL zlLeNTs;QSzrD@tUH!bb$J(K$6P!MNTRIM5JRK&87CG4f_Yd=!O#g5!8Ghz6wS%+%D z@Du*;OZP0BL+JN+5sYOXYvM za&1rU3yMs9{h5fA7J^e1*i!0-wAG%gI~iSfCJ#7DGmg?DSK`h0<=yJ6iBPW3bk7HB z+Habarz6;TP7XwzLy51CsrP5WpP-$}aG$2S@!zekrv`%Fduh;f_tqfE)lUh=lRt<9cRbXJ zmUGeLiJG*JwP!{&{wxUu3PvtMtErM z5E&_Y3-ei!r_C8{i{x&N8<0yVC-lE2hh3Q5tbIRqG%L5<-QvSC|oL^N{(tu_&2Ny|$iXH~HfS{nPoEv;> zm*~UMeU=f$gXGQ%IXk;UENAru7v}z}>hyF62$D^%=cK$=a=g*_t&f+${TppA@0Rk; z*KSmFt%|>lPEL;};w5cYi%4z_>clzfh(+L!FpoW?=ZJBN$vWr68szpVORA(*1bs!HUyVO7`o!>Py>l zE+aQ@%pz}u`8^R(0{dZOvpW3%HoLwmqY))g$beCZaJznP$CoDTcg3yA-!@d7yu5N* zQ&sAJeaLvH;{(5|Zt@KB?Yw5oNwm9nJ$B&Ie zscuexlCgyOq@Yr?0c$PBztvmS8gCijF+f3g|8o5;K-f&(k}VTHXjTP8p!%P$Q3en-WqH)tF=r}MlUGH5#uoO9tcf1~KzdpdNd$Nut^+0*CX8_+g<(^`V z)&1C@)G$4cYbC8*!D@4ar$Du{wf9SO^b5kFPcC;UnSsTAV-I~L1C|CTMe^znHYGW) zW}Jw(=PUM-U?=X7+%d(BYvE(zGX#QvyPA|rbPwfPaftHVAO)5n3~^iZsQEp9#WHO+ zcp6Tg{4zDMKstH`0>L87W;TsOl{N7@G#g4t^*rB_9Y`FSOlsk$ zN69e8>DMVRH<6r-YL=fCk;10YSNsG)zSVHJe8A!IP3UYM5S z*u7+IQ@RbN!5>BUzwTU96LfY9_SJV`nxo4l!0Xj~afFTXATFgXTU^?7UU=BEEM@YH zDk#X^&HlS4`pucC^+chOt(QJjGlJ?tuGbSj=qC+7+B@d41jn|EQ|l0j%MqZG zYms+1yx$9yyb+dh z3N3E3PXTRS(FI({CM%}Tjye%^kB}Jp7Ffp&16Z4ox>#myx8w>}$kwCI;?x!3ZPLu+ z-4%s1^TJ3t2Qo|ya$Kl}1;*=?+ytz{TLgI?2miA;{i^`FtL2UIQ5Osj)RbVIAScl@ z*L@+y8_#M@{k{kYdV9fnS!yr7fSQmqo8EB!oX}W@`eVsb`Y>qc4b!U;Y7Wogf<^WY zp&XM(p7fqXDj5Z+OM&PX+x$F_+grK2IvM(Gu7$luL1b4hWfDE}yC_9gpxQfDoav#z zJ^tDTA>NYR5hSkQ#R(ifE)ZJgNJX*5Kk+a^sAQ5zybCap#zjzr$_Tl4lD$4r3px)P zEf|d|i;1MS+RF^F4$t`}9VahDqfQJE8gL9bh(PB*@J2_EekmE((YzKB#_DH!3Z0O$ zeahwiofJobJGf$PwfhmUT%94KF-e+}W1EoXpdsc>ml_JCV0B)BG)^vYS<~41fadm$ zL&ZqrZ3444+rd+S+HG2|H+rCza1VU3w!U7%k)rFuezA}1>C`_^Y!gWAt6Q!1xFa{C zz&?HF>Z|q!s8pj|CpX?j?AD;O9dRYY2{~f>b#cHr8ro#E#h15NK7X}!+*4gpe}PCu z=Q&&DWLCirQGMm$mr1?699?aD^U?EkKXNMoUVuj(5VRukKbYV@X(l2Szo1{6V#otD z#=>EG+&(b^xaH>ZNg0c-N)VqyXtVWhQ){}t(pAp8q4`CJ(z3&wg%u+^#xUk9*d#56 z`ZIkG7WGQH^2ngr^RweDVuhWZl20cRRJvScVsA$vOCbw`e-Jrs68_z8UL%H(e$}Y8 z(8s3ehi+d=)O}Mqn)Q9s!MmG_KLxTX-cW7Q{51=J(?KLHO+O80I@*vvyjzC=?LZ5x z*Hq9a#s^{-5{@yc5?Wl-QwS^gB${J5S%q{tPHLok2<4Y|pXWmy9gFGeNH*(V8-FlV z^ez*g_F1NZKt15pRP27L_UgZ+9=!HPadV1#kWr_?zN=%tSYCs@cDjYa%v=PNwdJh3 zAvVAw+^k4Z@7O!+wHN0OO6Qi_d)6-_c}MBs1IyPO3%C9Jyf{Ci&HNbf69X*%?oPk* zmX?gr8oob5W#DY1E;aP#`|@1DS6Uqb^=KU@uW0=+p?vZsXfhMIE)5GIWeEaNgr%PE z31o3?hP@jOBgj-I4);AjJ+ICe% zvracT$CN<6rcA8oe|3h8Hc*+FnO89V$brGrpE10jFWhyX09PP^h|D!tYg0(Vb;{aw zeqthtdeOTh`os`*9cu@qm$0a426TSDFK;9&g*fcp;G`PSUkm=vC#Q6W?uFH_g6RHrD`mC7EC%{pMJ;S z?VAiXiVBl!HzR@%4)+eyZN6!zS|4kOl`)oWKa?#Wf{QK|V-OFjXGTYxe!s4naK?Wy zzBkhD;-qxDL}Mrj=8E~*$#ZXq{t;78H#a~>`B&nZFEkekvwQM|+OaC3;Bsy%(qEe3|JPcwb){ z$4fIe`_?DuRw%cpxz$W@cyp9Z$Ew;KLaVEH9V<$b`n#1ef96}l5BFvsNkvwcZjO9x zn(4P5zD7xNx3pwAM(cC-2ioid)JF0Z4|&Cwkm!N9e5+DwJ zmWz?iLBNd(n>b<&Wz$p(3^&%g`Wd1NSlXtGk3Qy3fv(m>1bsg=b&DgOWU0May)wkc zI4&!Nfhh(vs)9F$bW7E~nEgc@vSi)Eln1E7uE@!iY0GD^_g`{z=K-U|MG#% z8%x}+9H%GM0Yt?12nNp(>)r%yZEXgf3I>gCkZ2{tt)cWwB@`sM4IUNn@GYM5{nF0n zbILj5`zf`D0t8CK^XLo)C5H2?+}JuCH8osc_#KoasBw=Kz4Q_E6sH%XK{A_ ztx~I^D(LdfZqmMF2?U_?6&NG;zwMEa5CwMh*U<`(bfZ(lCJ=OU!co=dF zzI6&H9hQW3SLoAgsn_KOr0XDl33|;h_73I~mDCmY6B<0g;dro?Nic1H4eR>Zv@RG) z`oaon$m2AW`Jqt7Z|LXmI}Sc833bt%S0MokF$0BDaYsjl`3dnq+mwnC&b)~g&x{t? zZ{XHf*@obX<`r&{mRSq0Ax}A5IO@DS>k0U2n9?XHus)4QM{L<)E7yO`KKuOJDb7Qr zf5`+^m|Yplf$OHc?uF=b2rOoIq=tW>2H92*@+%GMQ$NkyZ+Gwqme|W|JQXekA>6$z zCUy@u-qv1swXx;!_ogxp8&X}fNe3K$EL&f_d0 zTz=S(zDypT{}sP8S)y9Hs{Z*6&?@@e6l?`N;ZQ=-E0}$_a0wErG_;=cL&b(c9b2{b zqyjuyizmW;&K!QWQr_8PRo7omMyLhd31#ca#br80Wljbzr+CS&fxJl%HVO5onsq!r z6r?YY)T^7T;X`9mEpmnu?-u*z$_qM|*CyouWPShrrHV=7FSQBc77e2j+CY7k4K$?b zy;fNIa|wethst#CQiqv@Rce6IJH2i?r>yJvczI> zS+%nrtmyq%uji{_!sxLo2{Q**axn%W_9h@xw7zShDaW7+f4K2FY1c1Ey!c3rPk?BA2*mGDDl^PypPOh8*LJ??>hzfne-_3W1vb$ zq(!Oj3?<*B4;8tTXyQgs+Rj$%D{7W-MwRaVZmc~%+@eV1gDEfUBB1f!fq`+;E)@E6 z?rH`kqpIm>=K&d{W%$8LiY-#&L6Ny{xzIVmADd6lOB#!#RPnsR?t$gyDO`4uNzQ67 zPqrkjkaKTuFeC872ONu1%t?>?S<%N)m^?yH2XV-MueABoPqe5~tLHw>s1;?44FCrGU_w!wcUwS|R;Hvmv94gMHf9!&bV-`K1tF2!xB#KXcM=q|uvXPb z;jtAf)8S*xsFD`>A}xW>e^2bcLaR}b^IlprkB|_#m^+D>LszcI0=~hj!BYHe7X7PtB}txPE3Fi9@Hd1UlE9yhj#G($CF7!@0bPVT zJ)Ls<%a4E$G?L6=e`JR|_M>*M3WDJZE zO~g*vkay#go(IH(SN<7f2nu}&*=u$kH+s;hYO8-eBPK3o-tP1xQL9&?l^(0ISlCRY z2uV%-Zd#On!zm;itUQ$_Go8SE_q&Bfz5>gEP1N-7{5kH%N8iXZ6u5Q~8KzA*q}y>GhOAO#mLeIQc$>J|6a(%1W7E@k`;JVLj6P(8M12oFC-VE_!)a3e1(=ckc5&0Cp_m;~=me}XE zqk@o|1UNS_;TZdgowi)Sd{4>VdwTOj0H;rs<-C|osf^z?)& zMLgdeoa6m?5@FVSz9X@+TLt?JylqXtIyi(M_s_Sjq%;o+kCdLz-`+j3P;2U+C=)e^ zkW!`#dx%OeEi7{whHyGLwd>azN)zA&0GGx1n_P{I*v+**?qZv%sdx)m?Uz|?l8!KlAo83CN54i?pciRoAQ$;53O;jou=x9 z22J>o&FwoK9YOs@=Xhb^dFFac8i)D7Cz$ySv?w5;r?dVYmXTv^0qiQj47^a$36Z83 ztp>;L#e)y7C0A&VcY_!9f2HzIro7Qy6u1a8xB!F@v{W&-TR#ZKCZ?xTQ$nxW;5)u! zm7opMc*w_aA0rCaKJ<(4R+y>63+Y z0?gVbkZMh1q(L`8q^Z>djy#vA_0)XYf_y1uMXm$T2vEm}N1^;xB>9osf_yUxG%yTIH zVIpN-n%bCCq9W$~W*b)*4Cqr*&igd0ou++5iTu6)^N0I~;7`or5jNF?A(Dd{A74`G zu}>gSm`Jee28Kkx(c1#5lN1p%{2M{DY~k>1aVip==n+I!_2I)Ee!x(B@@rLenGJx= zPo6AIeNgYh6Y9qkNlw11nIqz<}BPjS^tiyfCv0$mZ8ZP4(+= zl8TCo0SRwGSS)@0hhPm?$`2fdydH;dJK&Gp0xenRjXe)RFf!(AJMWW@{UBZo35cgl z9uQBrg=wiyATGNbAIz*uoIreUvU2W}r%OZK-Q9Fic5R!!u7DOO)L@7oueX(&XN{fL ze>696q-Q*T94M04xgJxCD)vNV#(>+XU)f8z=ppe_(GU#jceJy5@vBg3_bQ%ZgL?aI zAIuYA@055zhI@))rf7l6bU|h_BO2nGe!S@robw}6lZtXAwIv0~_2oXM#r`S|@H4+P zocc~T;FA9(!Ygz~rHGSNR7?m@!tdqZM>>Az;oyj%pri!;7XFSeIQZ+=Z$N24A7z)r zz(4VR02nE7|3smBt@X$6v7R2xJK_02@hdmJWw-^8HFJrO-|Cw?wV@xwqiV~^uRyi| z&us*8fdgE3XG1Rh@1w{Oh-p5OYg(;0cp&CijDc>6lL&Gup03Tvh+4h@@o@XcNcJ4`vkYN?( zCASIhsX5^b2h**no@&cpKnLcqYM2ddzbW%+H0$>@PFLEd;Xa8eqzV~hi(;slW}}L0x-fSXJ;zu>cD93 zZe_UWg26yXFuG;?q6Ok(j^pG#BH>g83XbiqQ39Qr1z)R5 z%M6g0msi=1=~2O$Xw$*J(Mqx+QbVNwmR zf$jRy6ya6eV=7_UQ>-&1&f>~IoE=~oBDtO+pzS!L3^R<(m3o}b*>bIDmJn^686J)_ z*cE&^X;;l``ZO@%F8o-OUSaRdo1C2m`GQBwn zFl2D-sun0tW# z^;qHf2qN6WlhjAx#;eh3GeV>GE|=J_ZsP!wON%?n$8R&kDZ!w%I4c;?nClNpPiOaV zcURWaYi?JycXG-z1rLsr^0gYw>ktx8X_aguQ|){t0Q%z-)d4hPXR=HIAZlVG0RgcG zw$*OG^XUeAKu?F_Un!L(!mqB5|BeDfadUI~!-xQ|i+>mq+`pBR0sA}+@GYa#35_fk zIPWVdDXn1s6Gz=0#r~#yfm57^ZVxsAje1;)*e|l|2|${qbLIw!4J{{2%WEJ!d|$nH zWbWz=^`e!+x=Sdu8R&Ej4JlTiFXl~D%ZQhGwp<#s2neW;&Ss>ii{F;bO9;n_;%-;m zKMn%Yowvc;|Lf5IDINt5zVA%^Y9XLJ7r=M_xTmUPmSdHwk^cnxA`8qp+v39eB`}b% zWD1C;W6|QeXA!O=Dm)s$n~yn9j+q-1Dfz80)(h-HU8tDu|0DJOJ-hvN?e9PZ;KN@_ z{7P@>52&5hmPSz^UEj}ai>rXgm)C=Fu3iQzL_d%LAHWQBTAa%%4q6IVXJ==XGZ!N7 zG!f=!i><2WydA3kJa$u`UH7%bAzm)@>ct@^t-o%g`E0aggyTSed(8iyX#e_E z#AY6<^$)Zbi3n6b+>CV^-IK!C@Lk#vowl zDMKLcG{u6~;`$tHwo=ctCI|<|I-gRH=X5|LU39qJ_v+l{y?yEvRqmp9d9s9CtHraC z=nn{q>m7MN0mxekA72HSdnYc_$Go<_{n{7VLimJ2LchuRnWkpq&#tdJN(u@EPMaLc zdfuoWULNm&VMTq@bz2LUQtA=^Y$g)w`n7U*Kg$n043!W)Q19*UmldslgG6ej0GruUpuMPwoXcP@D=U+vH*cyGrKD&j{WJHjFZ*0};DXq?iSURx64Mf71R4-)d**Vk zwNodjo4zeV&%S+#swg=1Nq=-}xYTndzwB|U@#TX3qUB!H(|=-~Ej;Cx#D<1fQRxwi z@q(eGP&Eho0u0W%`gA}+Ww}NH~M<75tB6cv+)1-e*O6k{+Q2z{DStW z`~819kN@ey0Dj3RyRT19{-p}|EAIU7pYV}2Dj|U*KfdW>?PerFoiG4laiC7*i$g&ZsEwe$Pp z=j11cIe`nV^IzFcT!|k%MA$4a0$dZj` znJ84DA7_1o)0r;%NB9JRKzHGj&_4|-Ea-E9#gO++W%i7GZFOBSyB$T1w@sSI?@cac z*Tdnv=gp>XG@OA}?RHBW`ZYM;PYh(aQ2Nkiced{XF%`p7=H%`c6d?zMbA@8nrsrqd zrw^4?{l5i7ty-~+2Y#gnt*Ng2 zAjO%P1|3q0PFyRsR4MG8*RHPXRufZz$7^JN&TUOVv;1qcRkbY@-`(R=CaCun0mi`q zqYYjI(f%1+-W{oKIV$|s6Mi6tf(#_T=<4nouRo5pn7{mGSwqZLYcm()dxIb^)-6bw z5;fr)Om0d7s33ZP*UFEE$P!6=?*5X2ZNw$=)|OPH2{;*iFMzK<7_Su1tql z)m3+m8x=w9G3PM)-|q;UDvdbo{L0}V6X1^(QGtl0TvLo(TRxEQW8NktN)>BpKsX<5 zX@`c$0E2)mDv%{vbP_B0?=0Jx3O9{H2O(|UwSkkhlN zqySKx;DdxkM9gPmW+sYMh0f-SO%L8LG#%pIsqT-fg@OE$i-EH<8qc~6gM)5I7a*8L z(iQF1Ry}0JWNOaeb=7}pB?;Mag@bJ?p@b9^5)dy}f?SaHc%Z`E8lvTDfpMjZDN@w^ z(B;gyc>QzdvxdRVu61k%pYWCh4qeIIj0`4e)TQB{wKh8MV!LtHdeMS#sS7BD;P13f zhpLTdggxt>ydXg@&U9=STNE;VjwyX$$B8F;FsfcuH`10W;s>AP?pWUca*q5%ncE;U zX1{ccuvY5q=94gB2XBXR;JGoch9e+7<_M536Q5|ZX!#8`53(jRY6kHD>CkLhS_?gQrXERpB}!*P$u|&D0Ch`&pORVW-A64Y3{w( ziO(UDtwRQH@0<(z)CXcfVHJHfaT^k;6juUh4dOTRTZWTNsfNI7TbtW}Gif46QdQ^b z@SUSuD}Rl)y9A+&4?yq+Z*D$sQ3SeCQRDJN<#Q8OA)yi3D!GjPQfPW^kq7$b0N4Ko z*W|}8saub+-Aw?*9(gi=`*(^U%NuLy%Cm2tMC)he+I`vb=hylMl?e=*Zc_-4-WB*ocowl^StO)F< z&IYQtY3%~$>7Vq^d90A%u~$yF9+YTsd;^y5h;2HsxzM8`Fb=MP5xrZm?Qsl8qr@Mm zz(30Yrnf##r9}Mg`1xZp;o;-ImX4rk$8%*cq9P|}We4)9To&IzIUNIoq)vW*z7C(n zLp>iUslaOaw{MyJXW5!U0W4zi6c}zXgZI( z+@+b=v%4jn&w3+gYb@E^4i~_0yfqv1xLNrh3wY6{@$J8Q%X&L6MP5sp6>G*B=CNnD zJ80-`@=lhFQq(sBX;2qiyD$2Nq(Y)^IquPB(-VBT9!34Aj+@gKz#}{0vd|rwN=Fm$ zCrrIYx`&>5W;N#2q zoe{JT@^mk;*2;FcSBe)n)f4t_iSvJb$&ou6I+&~pXR(h4 z`faE;5Z-=?u4f~|K%;Ff&N+O)d1Yfq!XyZut20?*32+et0vXXK3BF43zFD26$>T?A_S33V}|z|ThosTY?@Mmg>2>PfMKkN%*sLA z#{!T573+I*WKVul-))YHQhrhGE5?P2z_-LfYji%yQn6c(9|B}u*XVLvI+kPr8~#bB z&bGYYc&FyKmhO0U~)U#+Fz4Cv{yh8bchku>YQJ06RarVtP|f+14?bol5%)JmapZ}Y22=$S-mzkIx|j58n=3MQLi zf55?8NY3J^AQ(o42yyiE>t9L2ou}mTW39s+pTM-`Wtrp`w=XpL1ivNhirH(c!8*I zM0mm*po68>m&ob$m%)eo>r!^j7jaT{?guuv>ycs1&-p@HG9h|<)U=*kLM6qbUZQ#! z#|XWJWS-Dw2vq&*l^<-fl%bNVt$QC+-T!)MKc!Dt`15W2kro%Mk{1Wu+*C|K{6|Du z%4iFIA7Dz8xmj^|VQ;uXdtTM)Rma85zTZg7%b@uY=i$SbS`s27nRuC6A80_dEj0HI zIRdLTjUd^C@5+j?*Lu1vl%k2ibAh$U*&z)*-> z`NRFwdgoNFoJIn6#J;&EBf_MbUA|F2e|oj>Cvi?CWQ1>l_D6Jyu(j_SSI8q>~@ZSfG10ll}ZJ{KniedtUS$2C(Cpb|1hqf?MxP_JI*knt+Ra~z?g1?E*x2-R{rhhUA_kHi zb|xnD>}Y6ctS6=#TUM$I1^fH^tT30A73W7E7WehHmp5{RI()1}Tu(j?{&M<_dFi#w zw!OYBr9d_ja}|-n(p&KXc48kNHk#7|%sWi0)IQtO>x$k9X++Q(EB{HGC}X1>d;y!^ zJ|88&eR=|G=6^B(5W}hfcAHQWuJ7?(j`N^bt?831OS8w)Fcg{r2YitQQ9BAnnwgA!)2$pXJ7bx^Jm2jCZ9|pxM)dG8s0a_ac4B7@ z(`JC#{9U|rZP)k@xA?DfTPTJ)G=xsS@hpVKyJhQ_7PQl}s_M~(;yD~LO`xjjgA_&g z_s*z&wJOy*Dz>&Q?VgT~r)pPaWxNGkSdUL~ zfljcvodTK6yii@v2p+hy*jkdgXxidew+QTb`gCh0o=M%~51`>E*7tCtLNj%$O#69I zc&p1UvCV9=zIsDg82532>W9zA{?{~IaBmgnE!&YauU^BZgpV)0I_ITO+tmZGH^%E? zgKjFk>iBPf-kkHtRU>5HDW*lw)Fco10Qcp0@J=Vk=vyNa5om)*R~MtQ&ZUcXEzq|O z7o=LNF{k+bNdvF9E-N)$?#q9z!iczU`;%hh zAFK$eGn3|no^$jmJA{UF{x;OUzeP!j)lbNQM~8YDdA2VPBuGLZMEfI{`C-J`iryE% z6mLFt-P##-og?%QE|Zk~yLZ#2#W+(oEx$nx654$I$o>fcY&hdR8u(`=-1fxHCzrT&vOWOkGb;LxijRM1NNg}plz#oU+mi*mZ){?+J($eh3Bik!CwL1i z@JbL6KnEoxX{4GaDgqnF5~eFi?klkAc2t)P_xHynFf(@@`dH3BRZANKhChwH6h$uR z6%uXku&v4h>m-gvZJyTYY^tBUIByX}f1RLi<)*wc?{VPrv8Bo3G$MeTHCNA5R& zM*b{@Hk5;|){3lc!y7RYPW{o@3hO2K=(yR?z+@W@*tE(U_@wFH3zaTGNvsBNxH;1H z0$69)@2xNBHo{b4$G}#K&+Ih7sehi>V*PCoFoxwQreh6B_BFfCKR;Qd z(p4lC`DoHZg|#J|?w<9%>W`5^0s_T{bh_l^4MQE5J&Ze#IV=d&UWWi>4&$X#k;QTi24cWtGtn2*x^3?{gI$w zs(?bHfvf-HBsb<*g&t&j9H`ib&jEeZfbc0XTXrwgKE82%-3|XD^4Te%3drivV zM;Z|!Ro>I3hUjDk^4fy}r51gfpt`!Ms%%?I9rGxAnpTA{497WYuuYB#rsBKqaJGgF zX3x=6`|C#uNXF?@ow!Bm@!h1y{pohUcAQ?@w( zuag4n7n;b|$GwDA*>#yS$8UAuE@TDb9Pri~ODHM1rCeNVZ3_S*?GL!F4UX_kkY;&) z-6At-Be*vft!QDsVJlu3YSkiDMttY36A<*POwVLg@>D#x-SoT3Vw6&q_)u->=6J$O zCg@Ee8EQk}2j1M*RKJQt2VgPT$(o7d*_{ZAWW1HpwzTkBxm)OOWJhGxI#BJkew!o( zq!G{ihUuslz-?{#gybX@go(qf$m^hmt0mP2XswOh&Z1IPb^yTo0k@?cxGh%msXy*4 zi2pT;D<9v_pqkP=4_;e1+T@fRGvg+XsoFX_SUz}DwEfgLX+?fg5`d87RZ3@!XG;Qy zYev_q0bZkLU*!dzfC^^KgM3r2B|*{cV909N|H4cPM$-P|hbp_vAvAPIKQycJo7zlL z+rmNu;Jhxt9&LI_dz|v17y1Oko^D}(TW*<$MQrs2BV@Jyouh1{wb*w+e!h}5bi0rt zrl?L)ePV)kcR}O`w0|=N;NeUE3VSxaq+9MLPjq@zEamLf1p5(PgH@m($pZRvg!IBwjrk!of%o67}_6S zW`5l(T?A0!YfORjo3y8~G2byURt2dT~OkRw3`*G{&@C8(91G%0VwJ=+AaZ&*a&M5CIo0T>NmS5Yuwyq0=(S! z6O#-oDXUw3S)j{X+!+4_5bfjvG~!A(>T1T*JZlXRH;;O>y9pv>{I+7++B4NIa~!kZ z9ZIlQG%E}gFfM~|eDva5k3Io&Ms8ZRNIc=`n(JJZRZiy92R^`XEQcAtwvPF5(JPow z%K7Nrm$2d~LxBIXnYkdDEW~H=f@KOgWz<^FGY4Ei#jHOip&AWztLOO6X9mbh<{N~) z!_BBcXIWogB&0rNNE|CSQ!P)@>>Vh>nhE1%-ADskceF~2eKJ>|ECEAJ?KCe9jRbE3 zdxud9jGeYgUD$c12kad``OaeX%458Cr!r`Zk8ZQaLVo9j{7ekXNKXx$EqcVme>F{% z711w*OyrFl_vY7E4J02s^oW-`t|VOKCC4Fves{XujaHrq<$Cr3u(|YD+>--v07;(1 zSaCN$ly9~PS$i=P(_5vAnQ>t|yq&So&Pz zB?x8RCk1?{Drz>c!ycx3a1xVcG?>NcrU5%iig6M9a{Z zTh60Z&yQ5=VHv9%NL_nt@5-&oB&nil?%sj<_+pI9m@udKE53&3ft|y6A}|j{uLFf) z9E|_R*jIp6wQlVKA|Q=)mvoABw}f=JD4o&`A|)UoE!`m9BHi8H-Q8XHWAC%i+2_CK zKll2~M;8kwYdYumje6hlj&Cv=WDt=*5~XyBtS;yClLJnwutMNDyL|sFOWr)c5#UY? zP2rS5Qw!Z5%rusB7fw%P;^*a+g4s%7HI)Fs%lR7PRA1}-A{KeYCwXnXl|dz500TF()a=v%;Q8WEfd0`R9t{a+rpnw-F9pHfV-D_f4iOku5QBv1?g5Wi zyUm?kWJ%$`P_x4xYuR(j!hsE2hK_Xj4v2{)(0)BZWflg`jr{xfe-${?e+z2BoG>I3 z#iIQAsHoAsTOeIN%B6qeT8I4zeG-Bx%KyiHEm8IcVjDxbqnl6qMKMyJcNq;K*WENE zpP$HB!^`(zf7<~pyAztGQ?IN*uGZhZ>Ln&w-~PN26y!||YJ(|_nN=)m9N6$jm!q}B zJW{$#fFOS+AD~;dvh_6*$R8@5z|tsx6c&Cd*4fsRJlx-=ZNAQRzRjULfXQ(X7k;+d z$JBe8yE6Az_VzayQ1aeetnuEUSuISOEeo0!_ zTnZ%pXnL7^e?mas8kTX~;W5WR6qJBIsG>H}y1vk9N>2B`z&fnZ@RZtPQ@(#tsQjNh z4=@9b4K5S{u8+S3pHJQHz%CBAab%Bf5C+gTjW4|f|1UeVrR#FQ6JsTEKLFi4XPZ6a zthQ&TXUlK(e)O&{@rGb5arH-$@MB+lbf<{Nh_YiH9T!U@%L=gq2M+OPE$RPujpa{j zqD_Utp`lm;QJr{Q-Z~xduU@^9H!#R7oenQfMA+kT*IY%sB;?L24gHhvMUCsdxbY}4 zsnp6wv^`lgQnYXWQ)^Q8gk<#L5>w`OZ8w68#Eb?T3IUs8lrwA*i*a1N6CPShgoKML zj*N_K3t&H43iV>+abWrsgPoln!%mI#>IZ9JRQ`Y%GF*f6-cV7!)y&Sx(He7z?Py=9 zb5YXF&diJwKmU0O3746j-Q)HnHue%C)L-Q9U~}pfNbB)SR*BzV_3{C|(8*#ws=ILW znvX6&mqR&UP<$6SD}CEFQ^V5UL8WByPS}N$FY(Fic*8Tv1LA!pTI)`+PI(l!qX}Jc z)u*MZ7INh!ggPKb$DmoKt-E~rhM$~=M~mBTgO`xYH62Qijj@my?o(=%&-EQ1z|Kj) z{6bCJ5)>fJX@%HaEDb&T?nyRjA5IIX3?}Ht`AvQTE$4LOMe|{uBdW2=weKU9) zQ2sCQFXq*IOG)ftbC8I>!~X5g7Vm80L3B_p6YOt)@Bx~T&&B(u}hvf$pr; z9419Y+jt9T)U8b!q#af4(<#m2%CX%tAqXZ8;IFK8KvZLYGp8a|9U~6n-6tF!WU*13 znfXK2!OKyR338C0x-5tN2~}HW1_g;ksb$fa*VnF!^)usL9h#>MuX%W42lN{dio@z9D(&-?DkpPCBMz(dzK^qbpViv(MS92#X=mye4d4@mLp%m zAWXyaX3@eh5f2Ca{A_%x#8;*kmYbPfk|vL91Qi-j6CXMY{W7)CE` z(;Ua^0Z|NFt)HBp=r%^Tm*){CHRl)?-5OnfwQICUTV(J^j^y#BjGog zDrXrgUQc!n5_use>*|gG} zuN@pnl^e zM1~*{d01rT1&l|^@#dj*2{1y90S0{j=&M(mw1wKGsa>BBK`Nf}xcy_`J!lC$0}Vu| z9A(s2Hw@G)I~)|#Pp;GvQW+Q^Oc+!G+CS#Sy8{d=0j>O%@LyTW@3bGa(=sg zf|G@6n|}`X$mbMim?Y!4dT1JuRLy?L|AsE^V;=L3#o5x(lZNJ=Nc+a~nY0woJK=mHSP}@R|9r?tyuk5#sUBe*Qtb@^hk@WdOU7%`wH24ssyL+eRTeqbIV?Tn?K_0iW*r$c2L8w}sI?{<$*hntPV$zKl7 z1)>FATe^iQsGw#4;Cq;#Ps}=Q;(C2J_4`#kdDI1Q<8=iH)9q|4au^BYdr6TAxEMBd z%l!qOU**;vxgepULO`NY%R&t+pp3*jySSRjP>`_%`6J`Yg|Cbc6y?FSE-JVt9tt@7 z$|iD>*PnIDxvSEi(gkh3if8d^{t(Z-kBR%CR(cb8tXNNO8)-1e@xmabafz6l*fsFt zP{D=A{NjEq(%NKWPrv|;F2oJN&sJEk8e0A@Er1U%_c88Q&|hZR2!3u%IeS03_ayQ4 zdeP=2v7v!~Ou_m0WWHKLdK;cv(F{rStxgScrVh`9;Lki2)p4w|t^^!U@NSPGDk5ADG zKKJwf#*#Paos&Zzv3;cA@8v}E77V{z@X^&xWpl2MSr=l}CqRvs^foqs#Qk>@ZTEkbrBTF?-g(*J#>0@vKH? zyfYvyg{BqSPfc7}*|vc;L(w)yGQ&9R6a8{7Dt;1Z}GhMf^h0-=TMs)Yx2SJ!;H z_JKXF(@bHHp0(FN3=%X{Y!ug>(StI&OsI#tZ{Z@7@Go;(iAUYKME>hDEv_-^Mt3&Q~vFA8~$fiHZjqiaenGV!~m%v2o8R9T6Q ztWeN>bMC-- z2wic#-2LsjVzJh|#Gd>0cvyv?b43{88%3QymjEu;=EmNMAs|yQLPgy8kyX>XCek~J z&74EQ%q%a_ZSk#Z4_3h)(Zv>o=GmrVbzDYQ3WwKgB!Zy;ReG(|_2$9VFlURG?HwK6 zE)C?odzjOAi;m!qnLq_U-h_abpiJfN$>PQ&Ng!`Z)1UMhTc^i)_Sm|1tkAku$-)2K z6y;&I%*P*jyLi%YI;gVj+o4kb802+5Y(A_?MvAc)dFPGswp3b|Tn<_*>}W5O>?jWv zJR&;iq{B1~vZ(MR$F&L^2|)Yg=ophi+=u=F7ZSuQK*|Lh#uVkTuXOL7VPh4b-5PXv z=%e<+mAocdj0Mt9F-X1(?c$#oVeb+;)n~FlB;d#*{+kKrhOU?|wx{jAO#`|Y$1tUd zpKEJ*u5b9A)ve6h^cW9viU+JX%x`Jz!*bK)jSZm!LX#rNe_1HT(gp`$2Yqt(h#3_Q zPmYT&#K_kROG3=*>$5P0VD=dK#6ZE%Ve4p{x|#hgD(z-G$=-3oVunuo#@;$Vt8KF- z2$OC|Y1RKb0D8{)1jwQe{M)9dy|Y7!^DaNvxU6ymvB2+pwr|KfXJ2z&h%@~zY@ZAw`z8%c5%xR9R6^xf9A4XC1dM*SWS>&9f7Zono z=MEDylKt#@cl`qo7mKUT+8(V(Sx!zTAFR9%eFhC1)%22!z!eF5Zrxv|G``Gv_I~iL z{juP?N|Fa(ABLqEFuGi5F4kCLWAAp`4ayEHuGl^Egu5G$CGPnJI<3q+ zU6Y6voBZME3q-5Xw#_k?k8bGk*{w*~C7gd;T{-vugsRcM(gcM zcukA}gIpu!Zq+JIz)N*uFJOQ5W2Ao#v}M(PwMdl`YQ4-PRp{w7cV5-9MZx2S?dc<5 zT3HbW1ZCI8$iCeW)p%%-<55Uce`U?Zut>qYa@SKW)U15}EHySB0zZaXnmT1%0=}-b z(ewue{=T3T6{PCgDcjh6p)$9ckA@F;7=Im6hEPXcOucGVQAG@_6#gH|NBiUJl`!v7 z3ymB^Gu+YNTc4lC7WH~s9t4c5!Q|@Y_<#NVo{9H>WqYa{VeH(K(>06#E=G!L;iqni zkerLv=I*{M??CsP*eI(VHRRcpA5pYnvsGr9jFWSvm_2^}=VtQnw8{JyzfBY<9!};F zkzlg!K!p$@pAIfReq4=YlL89(z;d@sFG-_O>UJL&_PwIv@?+Gg5e_74lG#2T zTu{ner`x13-kzvLfBqa#mZPO-#&lFKnsjh5@MxnyK965d<9g>+OKVP6R<9kH5~6WP zO6AtS3-4C3h>^Cd!77qz{%bYy5cGD(Uhjzr%jV^)Pq%Z;%LJB%0%@9W?7O423CU=m zN1WI5&TXsSUNVl=I3Q%H??&UciR)mXsUP5};GMIw3^tiTu5B+fhG2jiO(ABk;O;AN z;~mfBc#Giki&+iX7s%}0Ewt;7ZuDdZ-zEK2#&ut>fKHTc{$7Df1L?TGAeX45 ztF#l$3R8!R?m5&?g97SiVw(dxsmXjbIOcgO{Q7sRZQ&4zev>Ge+qllFW5^$qol7>p zEcj?rbwK{>LH_fJ{`n%x7D|3C_5|VUwvV6!8mIdmuMM1=8ur^ftz98%1AYOwwkk8# z6rf(kD6+Rpb7C#tZ3=VamXK(5ZpIITdCg(PC*Sv0v|T~@-Ir#Y^pEI-f`Mcg-?;OhQiQC{9t=;$)qlBDd_~A{_y90#qrxeQ~FXLgrg_ z*o?a2?W8M-9k1TJ2?l+1RHrRe2(5lmQOY+q8`fpl^==)m;Sx;plP2r!!D@y&qqi^! z9e8DEJ~XBi1*OAg*2GM?U2>S>sMnaXxJ@w71S+ZKYAQk4hKLQ61cdq*iPaTb#aSpS zYXTObyo_(yDJF{oMpe@G)Q;sc)}k zBTwRCa%&r1_1@tNr29*OzHrh@mxY3{Uoi%O6-=h4rnbL3$gpcEKA4kjR$AeGxl4Te zA|H$`lOgszi`JdA+f)gMLncNhWgq&fRGY1fpY?eZ76)C)Zp~)V*$#$~+x{J%0uDa8 zz&b&w*V$@o78+E*@aEA&5DwTnW0-41$~P;R(1IY?`A)MGe=qAwSg|Q)zB0xf-LU@nJE`{^+nXG*! z)$DyAb}Xrs9NRO2NjEwCb=jwKXF6fJ1I#e%E7k%9T-QB?Lf3vD`sHX#W9zp-L}Qdb zCT(C^VhP}8B&xrxrfY&P4tPYt%y|}3?f}Wn(}zlv&_0yGBtin^a2e;vdMCYgY@hVR zNV;j}&lFTtv4C(dp08^Cy)y)#BbD;QDQ5M8j%Wp>8n&@!t<{_TscN-}%}Zic$~V~T z$N*6vu)Y+w_L9O;r0&3WF9ThG&1+m5+mFZJs^0zTwqCy=blWgOT(75JK#Boy2z2{dwc;wp%D&S8Xv z8sJJwr9o3K=D397d0O`+=w4vY%Fd1m4n~-sAuH5u zfHbr3>hH%)IqqKD+LE}qKxrsvi+?})4vfcj!5}7P8kw33JbX>{#w|@llB_9Z_)a5a za67_Yg&F%PIs5Anfllq>5MB4wP*%pkxTd^X%b{gtl;!XHLM9+ECM7%TBmBBp;&Fkn z>&M|u$1VIrE9s_5iToPfeje3J$ zB+lw=v@-To*OeFJAM73-6~QA*k+A0M({5Xp!KdX*7WV@?($K+q|_ zmH=fat|KlE1Lj^R;e`l=Tf;D;%h=l5z5+uCA;8A_#F7(~L4547y}yqn*1**y^&X!c zb!E_$z3p?e%8NR|A20uA8b8NFXseD>mpp?adH)r{4WEDyjW!>KZzRwk{yCr9EdI=b zmqVFF?Dr_C*y06w6t&d`vWK~>UHgqX+P9@OClAOes}bVF{Wnbz#Car9S1vA>TSlS< zMk?Wln{iSD+H2*_FF;PzLk_80;&D9fX1hHpMr1dTP()YgyArkjJCOIR#-oqxV4@Jc zP_y(a9(w^*!r{vfs32DB1yS0^sondrTv(X*QuVo$3|fvoJ2Pb3cULwUi0pj!S3jF= z?GSjJ%%~EGxLm(*ertTa%zHq9`?<9b+pmP>{c%L}iSl9NC7#F0@a)KJGT(ti6*_6H zK`lOq)o?N&Yyo>c(4L2X!9~&OwjaHTNPBF(5Jdg`rC!{c?{Qe~ykYNTmzr3(fal&v zDfDt(nR%a@XX|`N4>JisQZ>Qhf!YDG1MY9CRq|TG&#*rnj=C-rFEHw ztD>PX%xo?i-*MP7?Tq;q&xQZcUNxP`^b8@;x1v=_hnV|~X*tZf^+(zi7&x=MGFxd$vpeOJBr<{@v9+a+$8Sr9G=H<`8dxbYiePHyg>n0M9*eXtb4GIX!|@*f>NcvDaT^)p!`HT5b1iG0ut zf|vRy8ej6RzlU`>JTjZkmZe$PuJlp#)O%Ymyw8)EZa`cT)73z}euv{zl=4XmO1&rm>s2o|hjs|qy_VA{SUp$DcRZz@ zscu=#|B@yO1#T@%yyCrrPDmQu*vgm7S zL7W!3tHxF~g@Zxf5&`x47ze+56g~VHEQa`a2ibNKeGrY4Rhh@AWOu?~6l&$CbAGDv z|JX?+%CL0n-`jAv^L7Q}`SWNnbAD$!10gFbODVyzex12sP7M)`wX<@KXwAlKqJS}A z_Lm0-D0qZeEk5$4yCCoVJs&&FS(9ucUdQ2t~qnkWTx5F;(X1*>xmLwzA zq1c&8h~Q~>(PO)C(<#MX^qY(g={_eyCwwXgHNAvNbh;}I7ui}gG~e3P+ZZk% zluetd{IdSNfFSAiR*vk_7;*ol%RZIB^%vzIFtBQ|3ya&^c@lIBy2%w*{T~YFQVTwL z0OHM7q+DYbpvgw)Rr<3uR;LuBJW-A};x;2o6tx54QwuV(&0QFVwtu*)vO@m7wp=R%4&z@-KQsL@Jrg zyQ;K7iwQlJ2oVvpeOqvQw97@+t2ZJKarw~JTJuBYvFP_kn85KXo3<|(NjGSV_ydds z_UoQO-g=wvaw&mZCwMS|kKM``b=R#YAVy z^)(YFFFG^ix9vd9s*`B;&oNtX@}Q&Kiew1nXZ&`FQ17aPclwq90R6~V9HmgKtB)XMkcJt%JXFP~$I@n5c% z+ztw`MX;2Y(eRUM@XwuHyhPzTbi1MWYTgNWq(@kQQ- z^fOnd)Qu1%uQ(hWMm@2+*5t?EQ`Jnq5pA((cHK$^uqSLU@t!v5=W{sslVcv16do_i zdWO2}Scaq=qQs1}0`*^?joi;L8SYN?&?p6>i*yho&+ndj2FYhOKHMO*!Mo~Q3$B@g zlJ>Lu>w&lS7Z%ih@Wmbr7M7N6VMj)19p;0hU1%cqwcQ_)ZyU|p$-FT$Hte-r5Ty7FazHggrd@%EOX4Yes3I*=I2Lt-9bLeNMe|%-#dwu7pII-Jt zI7PZJyNh_Jk;8JaEGYT5k;9MWkpQ&s_7=LH3*M}hU#{P&hg%1JQicYgx2f-tYNppu zKwTPMrmu$0;pY>=Suh;w(`Xzm)C!MyO}33AR#O|#PzH1k#-6EH%3L>?YFMAO8fENV+|_g zd4vU0bVg+&Tt&*B#%cvuBs#IxoLKbJg0V#ltX0)DI?rv2xbzx}_&bpQ2>L#=dxIHB z%dbvf+`mc=E*bDk8Mjow3{%b69;}y5oEg$yHg>|zy-ArS7`NN0P@|?06NoUHWF$0c zzMFOxhu#w%NwX8MlVh0mxY({e+t_`KE#^1OvhkY(tv9!&n#Pjdxf)UAM3ind-0~`D zF!)eV*Az!9;n5fgNmi;HIkdmdv;sQ&&9o9ju395R5KhBpr!o<@w=tFq;m36oPiajz zb;(;+t!Es+8}X~>TN`3fqz7e)N;^9eLoaZ*LN<0|451TD6RhtQfJxC?Lw`18*6hH zhv@pc#jgXHtgNqsTYkMP{Tth(n`7ndnO(%}AHHbFz9|@8*<|s@xR!p@kwK>tplaYb zMDG+FeIXR{QAMIp}kj;c~4gN?RtbKQ7aneOWEo0!Qs51YGbY!;BRTM|Vn)^JkW zH$EL|A!cAK-F|{bp9FaW3`dj;lv>eZ`t_p)$-_3Ek%68WHO6^O1Zhh#0kVQeb;;&^ zYg=;z?XfCB3mP=%9Uk;kwLuC25;;dp$vN>fMo*vV;>$+x=G<=Gx|$gr(@_i7MfS%- z#|4rZXihRAIyAoK8J5k-YsJ7r&|urqvV+f^102gE>Gryz#*~bRoiOg-5+T8Ds-v^3 zw6Q!5zCypuY{Q}P5;)CDo2sw!(V})(1?k&L;yCUxS>tH1*OW&mZ!(ZBG|F7@_h+0E z^RC@S-HP9_Ou_j5iEQ0Kd)|7W)!*FQw!CErxv89z?#n-(e&Bzafs1cF0UGX19oYXPY_q}^h?MWA+BfaD>)gfI%^g{BhiaeQSMCYaymXYNet8gh=-}BR z78MmCzRZ#F^MhZ|ScQTmE(|{zZ49GsJ?RK{mJ+Cmh+;_YZ+72J+br91iivgtoDGI6 zNFvOWpQufNCR$mlCKv&8|C+ z;NsHRkxdpH$c;a{7roKK&kDRzaYE8=9$@F~oVt3&^@!))pq!KKSyAyW-0Eax{1X>e zfVNTK*Psm0+}-UVhZY@Dza1UWeKlgk$)vUo)=f`q2!X%AQW>h{I z!H+9EHdA%2%qr*aMMC9~LK`i)+hxDAhf80qxctO_9&Fxm=||Iz7OKEO{(<^VmDMn4 zEW_Ok8pgTzG+`%z8yNU9nWepIgb~w~fJ1?d?#K>x!_oqY%|>!C>#`tAqS5Bf7ujT9 z^1;_udmqI|RcsB0ntg7EzxX{4<$NeGRif%fz1w(q;J!ssiProLWq}z4RhB-DzB1Y~ z=95L;0qP-mY%Ig@DjTT3!7xVW&k3>&nib4BTr*KZP(qOWXGL%Ul@5~%Xz6=cVx6z# z)32I$fflCsN~cHa&%=pQu~NTYCZDd-SAQ)kM<{}U5Mq9I3-z!Xr+ra9kLxtVebqhm zR_HT0(YJ4v+}(MB7}~c~=JD3Z;x9l8CnzZBW%7&jEPc@i?u=3_Z!mZr9swaEp3NK{ z1%;!Kn_w*rf`?YS#y$`V3aV>TO%FG`ak$6HoPDC&`IyYbEx7UHvvW-C^#s{%bw01f z<4yZkf28F)C2mHI(tbq+aXaLzgz(qO_YEwUJ(XIlYMl8cCl>*7dSnCV1BOBNW|PX& z;e%3>df0{8SH2iv8H|s&hbI&8Or^HCclQ*6VSW;=u#Vt*ptb_^Vte2qrHuI>SHmu{ z2Ugs}hmXk$*Im<=LR0_%l;iKdK23EN)f#X9~#MVx( z*KwWa@#T>tMbD_H4;x5*Mw)apAqjcXi*{XD<_Me=##?L{iprxLH2%rYBYRT{bqSt$B~gn73yDz z@p{B((qfkjXuUGCeB~i-u4$!D-y4rcib*i<;9tqU;j%lh-S*QfRTTTc=HAmzGWUD{GUqqLoUj+gNLoz^7*=5nA;CajnLQ47D*`!bxRwi4>w!<1HBn=y0hBrxOcJGX&RquH&b(t;~#!(?6-O)73t^4U|Wlqt< zm%?bxyOdSk7F5$^zFb@!jMR<4;k2oFE~B3TD~sQ=0(#E>$r*CaF*cACd)a~A zVX*G6W4~wc)1p-z4+zh)#6#r}&NC`<{r+mlKa!E8dI@@!hEjUjyWvm?Xwnq!-{-xG zy5Acf49ED*FU2Waf8D}a=*juS86t*$pyE9)q#^dWt5nXs+?kH%b{Ki!9pOd6ua1wP zQ!CET4rD%@k-p_{B{{n9R`i}|YD zZzV3e|FDiV+`VpY+!9Q1WE#;firq9mv{fAe*y&QSdR1hNla*wK|CwSA%93N^eF>!k7(ub;&)p!46#OMou9-J?irwx;KlJ zkG}~TtqMu9)U##ZXP{inE&jeIIY&*tCU6i6Pf8CfAtVjGVzx36(5ElV+a4`MNBfn}ko;;|Bm7%?9ZMDw3 z?QCnyy_DH6L4(BaEkzUR47HSDW59O6>}{tlmH3C*{R@fspI*ChxnH2$rPL- z#YDRGf}=zFsM{b!;xQTNz`=FEpHrrbXtfrnkvZ4Z*uI@wO4bD2fw44)kGPa6msN*+ z;!dK;YY}ANE*Atu@0M>Crb??>ck!Mx@x9TM3mmkZ1iX#fv+V^{@az2cO3tDrBAYre z_TmQpF~AgFNF7O~z`=cx5u2C@sC+eJKlzFtj)Ng7(~D|~{$Wi&-{^c?$~~*W#wY&F zpBckNArtbGgQIfLG5nKNc}{i&$mNn^u7|qwh_oZm@}JA+tL7b&ASV!`o2v^Ax*Tv= zOrh;bBe{M5xiN4xYz zEbe|EkrcePc%A)&At}G5piqp2f-Ol{Rwr}NOPxA;cMq*!O6%iDg+9Ya75kGu3JtYJ zSqC&n-NlR)IzB$_Tn+N*oV&pCyo;J=6Sb?Yt(=O(6+%|G!)GmUh`RGvAn{1 zT%t;osGOxizaGz4;LfO`nO$4G(b2)j!5fl)=LAGU=M5PW#!ddj^uS$(FBgqRUpjs9 zxfA{IxO0*`QrPBg)V%zou)xVFzuFPPKnzDNk%Lk~KhN3K`is?JOk|m zFPV5tz(Ari#3^^*w+*DZB;P79Z0t*v94mFX@S0jhM@a;$3TqRBl}XA2t_r`Z!;i?b z?*3xv`Dk9+-`5kfd?do;hd^FPd)6{a-Yw2~i5r2B7j*sgCudyPf_&}Pl&A)QXKx8v zN(kkhyYi%Vm6wV>T+<~cKK7@dUSdYqPbbeuC9-LO1K^cTLtPkM)2?0h7h^^FOm_u2o3_Wa|0 zKM1;aY<{Pqx2|qoC7XK=gxd3Zs8ZR(C52445fWHxLJFcLtl{^x!^u8Wf#mdeRjVM!fp7f` zXyiT0a0K(sV^bXifwoUu_dOIWGC>+3(o5lNP>&E3a(`A=cs$8J90rAA3^X(f4x&`Y z{diX63yvo&DgI(F-}W5}iqo~(9xK11Z+z|f=C1q1dvq=`B zYPZ7$pQru=7g;6J`~G-kTyujv{F-kJ7`;!Ng#UI>HYH!yVfvS-vEoB#W*NQ=(C45C zAI@_{uC}r^<`iwneTW%be<9-Y^M^Bh-iG<7A3Vat#lEFXH2UX--7!cwy3S^=+NrXK zVg(q}qsHuS442JZ9d6K-HK4PN@-!l$Q30y{Bvcv}9>Kt}emlGi}u(%=D?YQaa@`ncf(4(xO3KKZKLjdDA($MOk5?ls*9ygR< zrn9?o9{hYNUdAo(w0ajlU{0^@Lq5GD>hN>kIUR?DpYV7Zwe^3y7)lMh*Afu4Q=%D=n3e-@+u z;Q=LHl$2F_?24Zx?k#&Pb>T`$tKr@l8W@d+qi<$?h{0zClASe<%=?fUIFZIEb{7SS zR!q^`CanCV%FfIiJZn-kf;uoM>wyn-Xn=49G!g%ABC^S5H}Vn?tbulEjRxf zA=vU!moOL5XHV=w4409wkEWTE%;^d-J)@eIKS{oIDKII;FI9oBT2ee;7aLPJOB(V9 zR`}g8mZ4ME`igj*X;IC+Q%}h z4%lLR3#A1Fx>zR&b%DQCHvbbkt{w?N*VHL6kplP$TX*funrDZUxrmo%pQ5>@59d+d z5^K+=B;#?2Qi}%h7x8a;dpVwbx>;nBZu=F*`B)PogDEA`FQ0)kQjEZ6sjlTwP(9k9 z@^R(sGm9V0<_ESbiKjX<92p8CZl>(zH=g>X>o!z;ufI3k*`SGaQjQb{tB%$($-Kfg zep~Gi`q1LJmlfjqto`~Vy>8~7)SW46^L|DBNTdxR`K=!|z>xcKmQq!#DnA$J9WN#{s672Z@>D94d*9koXn(f#qFUar?iiB{ z0B&i3fcHb!>m!WiY(s+Cgq4`X?gW`0v2~5}HoTaqXm>V%KeM8Hv1sSdbfbrEpTVA` zsTTIVAsfQa{D$2`-uO-LJ^lY{J!X zuysxKR^qwy@SvY!4SuAU&!f1$$Cvr z6i!q&!3~J3AZ?z7=1l*ZEHqV zCYkQZ1{h*E(AA)r4gW$RE4e!i&AYj|=ac>uCRA|KADIBbT#2M6#@TU;?;^PbKlRrTU+B6|jS(kRc!XanKUT_$uq>3D!h@2VtuGn!Iz8 z)R%I0=4|imR4O;>|7mLoZB_2;U|{gd=3yNu1xNb$_)v&M-!{B>@d5)2OB~eXz`&F$ z+rieC5P(N%zdb?$4+lr0r>7_FPkZSB`dyzia@O|uWxTz;*OT9xLZ`aRf;{T`-rio2 z!;3dYebhtO4!7-8#`2B>mbU*Fo)e(du+cJD?JV8jg<0Kl7!zpRd<`Z4xucIxVJ%$_ zo#-Z%EUY>qAHDRgyG_?HdK#vpAK|0I_La6tqgrPXk|IK&6`v`j06~eFH8JfPk5Nur(n5a&F`Y~R3bdCRYP=W-FY;f3u>3LN9)A`&bgaJ>0ZHV4z2M}YQuyTHm8Xb{X4-oZ-LdoM8B#oeS1Wys*>)$C z`W>)d8l{Pju82I?oPdkW*r#9f%+h?oL5s{H#CiNGnXU{-)*|f9B z7;hBBBcJE}jl&7h6PJ@4{PV}2gq4AoEg1?53K;0Ywt&h;5hM8S9pclj-JhxKo|yR6 zHh_-)?;#c7I?g@g;^Oj!^`wMY&!7e3`eo(ir^C-=f)gO>CW3C^m+t;{-S*JxuiG0Z zxoFYbSfJp0fr3gejIec$+htK5(;v~P-+B^{6Foj${rcuBFWnP2LPhQu)Q7O{vatiZ z0e|bw5Og7vFXd&x`Ul?iuWj&O!hY`vS%{#!2v5I%g1`Uo)4XlPz&W-K)urlxJ+uGv z34eYId`_yZWXgM+0VYmP94@j#dq{v57li{g4DJ`i)SU#xUBapNPR*=@}t!{y(>C6f4x%1oe?3xD7ys{ogui|Hu3C zMK1)y^@^ATuu%U0&l&ln$1!NG#vvG}DZHx?jIM@G&&UAN59a1JOkn^07s>lVudJ@p z(9?ed%3(oA1%{`}AU}vO1g)LZ+V9bdX!-bb%KEyxs9VZo`jrfgjirGq8;zlzx7hDI zAWbh31H77;vua{bJTwqfTx09&@2}h_!9n;p%TNH8raQXCH6-Fw(I_)3OX0(Z^z~=@ z(EnrA<)gnBqoK=6?W!WMG&0II=b2H79mWhie?Rf}o4f80fpNXQq4+WF@9+Ni*IC}+oUCP9{m}pZ zb0qSzaBJ)H8C&X^uW6`a@q2;K1AC5HIJGR?7US=$=08|-!8pqANs-cX z*plk_=BYWmQh-i#E)e`QbluO!a=I7C@Hih$DeImj=6^dNi<}*=Re7*b?{>ERxB-Nu zc^!7Az9i!;bmpyMcf7Ao?4W#IDJa6jH3O77b-ZtEb5`n9pC_|&gKZG?0%{vbJ)ErJ zayx(#bkJ7{`KtZYC7MkllUTTz42lT}mvPgno`iYwX)Pk1^!Z4DXK!QZ;o;GH-mecO z(~!^0%iA?Q&9!(x1o>~zRxtJGsT>$lSjeDK@HN#kW@Mw$?MFsPNJth4dLAw=E>`sA zA*QD>@0uN}1DuH=8XM!lWXP(!(4We=5eD6tRN(o2vbBv!83mi3CJCXbpiulXX7TRB ztlTYfN_s&7LA{Me;9|O@4jxBY@l}%Vp#z^F7Dh=rAY5zEs*F6|$B`k@rl+qOdTgyT zUu%v$zCia!Ssc_*Of^N`o{R%(`0A+*ThLGIzFla^bqWb^BDg^XhKzskv?6$&_Xa(Zo<7;J7xm za-7|py)@alm>r`|eTihE=*eKv599CuZ>#40=g*)8;*ZwMj12Ope<7X>OI0FySd%}+ zUIE0@8z;>pwxR7@P;@6QJ|NdN#f>{Vt;4kE~LH6;P8v(+{bZjVmKcLk9nPMCao>^As&t~pR;1V(f}hx#`ug^{^n$@1HrUeEP|YGZ;#t9b+ix{@!t!x zINWuuQMtm>5%Lg*=)b)HUQ#wK)m6x7iLN|%`UN6JkMf-Bq#>kjVnDbO zp@SWEA++!jtk3^_X}Te9W@TBDGcUTmifwNq-g#sU&rgcwDj#J?8OIOrJ|fk>TO45& z@pRN{YbYpsdgs-%h=z|(D(~Izs=*5W4luz8Ch62h2 z!FeL;2LlJ!8Fc=>ff-bb?>1Hz#rm+u2%kFk9KJYW@7JiJ;iDpzkEDoPsg7gJldK@p za4%3t3`rj?vx+Tn+u8+UIlu|Yj%PBF37~)?H9Ku=KG)_Am28;Dvyf*Qo+O8})u6H6 z1^N*dqK)noH3d<1N-gubd#azJK-JpP_iuS!3HIK8j?^mZlu=KtJx&TjE^l9Eza3^M z>6A=o`GJeW>%PRz_||(D3cUJioOVbKoVQmNg__51R<4?4T>DC@JU`c%Q^uM2S=O?$ z$+$tH>+Vzt;qEuJDzGi4vtg(?N_`M4mK;+ni<`?+6zx-K`45wl^~?rKjs)UP4M%5b zg&~!iTnJ_GXakj@r#NEUvV45s65@S)g#8kA3}QdX$)U_OILFu3A7oNdPdq#Nb5;5C znIYqW9UdNT#UEB#-qjA zeTOckNK#5P`X}dfBPARAB$rj^ZT+;oNkQip`CAeiSqe-hj=4bJlz*`~`aV_fZ7zub z_*=qSVA5Kn+F}R2@5V7v!R7AwqK8qhnc^NIS1P?nC1U+T!oumEeK>=1-?KJ8wUuUC z?TvmDLfT4Gd3zR}H%qa`;q;N^Q`;qQ97WVM2vp)wn=xkms!wZ>m#nD0+T3VZF+!ug z{GAl-Fzyp=;G_27b#Y({1hjTSXnK5wIX$4-=WnF?01)NVG>p-S&uy0)ErWz{muI`Y z{8!epm9jPn-5TNI&M8HAF8w?aiHW(-D7EVAXY~))-Q|$;6=gf0KGqodnQ47}EO^O3 zYv`0H^lVqE&pMFmybiG5qCWi!KlWbw@oGQ|pn!oty}a7wDq zfae3yr4I&W!#omR!;P?cfA0SN{F?j>Swuo29i;WiX(pZWPtupQ5~+!aiTQu-!ZW+K z8b}S=6L-1qobCyKiH(cozAT_?OJ76s~I@hiSHFIm)CW4!fm8O~CYmoSt2? zG=BcJ`+04KFpuM^r7NC~SAFZ9dPQu-E;k=`1>X1hT`u;@bg7-Vuq>Ydqf)~=`028n zA3xZBra37;u2;Nf!FJE`9b@g1vG2XfUJD0S?o1=#no5>=s(lNECLihDhGYp zaH>p&w66|gW2c7A7QV)u9(@d^8_eLh%u(UbfXjIsb5LBOn4O2e(==F@*UTkEmapdr z#KCsXl?Fp@m#0R;LD-{c$S-|A{R&Ih_A2-W9aPU#{1U{38Q0^-5S@;4mvo-Uzhrb4?W{Z^noWel|pwDFZxHi1_2Yh71~P#okcm4~k3Ff1W2UB#yn?K`e@K%@Ni zk&xy~YjhS~gKoz<{4;!JUmTomuZIdRfN9Ib0xXSsodgg^g+Ln1bd} zq*u$NvS((c0KF&aQZF>ROXgBDso;1O@z>b=GA9kCd*j80DRMV=@R!?SiP4ZZ%m{<8 zPQ{?E%Z&9mOR)KL%iGS4Vr1u2;*d&B4Yd&+eutb|y@37myDMG4V^t(J>(I-y&E$fS z*{PZ>-~E_8G5m(xbR}PhBxofMZKfL0=&fnM_#g+ZWJI@eUqkyT5eN?n;UeZG7Pmt>9LwWq}26=d|RWbP<|-8T02+%R9ECB#wUirst$#~i5` z1roV>>ymVQX{pmyu<1c2VkC0-vrv2^;$w-NfXM52RX)4qp0cC3)8%)p^{m!tWBISr z3)YIKI=#5gSP=Nb@md%l&mW_~zj^|Lv-k}PlKUJ7#M516Jc9xnQA1Gx(dwlTm9Urj zd&vxhLa?g0Nf0zaLvAmwSb)2bqQh09^!id8C8I^_N09qNC@3T_()_byJuRdWJ#=h% z<1WcHE>k)_k42~L4OENl5J)~n!y(r^{?&UKg^V_~mKj>E7fIe+>@wsOm4(3dp)wi| z@u_?2o9_gNHucAc9HUpEi$K3sk;-v!!;r608S8L@DOA{S+5ktIjlY`LN$QFEAA9M) z_B3d0?xT!~5g7fnrc}1|)#1~Q>k$e9)4p^oBLeH@b96V`y4QJRz|%M*eVK8i-o(gA zY48f3_Oqn+fB~LIoBVR=1Q1)QaoDq*RFiJZ#gCe_)*L|pyN^Av}(_ebs4 zKQxUa`Qp-Eqj`NWl#H|Fa=!Iv9IUe4OOilMc1)}?_Jyle@l5GBk`5jPXXMJV z`AF-69?RD(a$F$%)M^a8=Gbpqm@e=!Ewl=DM}%3-DlqvgH{jvy_U!c;v@|WX>EU67 zqD&+5!_s(x&jt7*Ji0tfDa|?^25QBTdxB^(q0SEnGt14vYJ3o<>`3GsioG*ep44!+ zE3e%oFK9ab?u_e@R;ya-zF_4b5*u!M=&TRW@6k+2L`)N&cjU3{f$?I%Tx4uZYyO@E zXsV2}1@Z-6c6N5A4-Seyo}uCFG-k9s-DBKZt1dGx-E7W+~Fj(?%2>YKKxxbc;WCfH?lto9CS&c;Mq&rdMk_0bHyDjfohvVnwOtwc8S52QqVISZDN`=CA~$?vvD*-^Fl=~-X4B+%V4o-uSq-O zmC`TRhP!HplHCdYo|=(jPTVeEXJ38=qDr}plN@#I({z^8B>kcEr0t(cXYFzVqlLz- zA@wbxPkmoyKVxh=a*6O(BLc8fA6Xwo_1;@PTb7r5)bo?CAA>1R#saRW^zD{og~^Pu znH-CWuRb2n4Iim=(z_3ZcFS4~PLb`L@4nG^<7G1C-lnQBG^To7F^}}^kKDWR86-1* zJw^kvUIVj)L%DN;C{cSAbMEntr6r<Da2~M%~2xFc%4tpJbT2 z-r$gITE|RgD`card=~0P_iK5h6)J&j6Uf3*nG( zba_BhWaF(&`Bz2z=NHwF)31@u%9Nd7Y*M^J6%F*;<+m&OIICUcis{DSz%*WHL8BnqkRtY2AMor)UA4=?Ske(v&iuIZIKi zBr<5rc|Mw>XjyNwlJOu;5mlL;Zm=jL&5z~>Jzvwnz<|he|DH$g7+Ox=QV=$23>x*+ z%6SJrPENdKPKxc5tBcFQ4*Ysas0&L#9HWWIKtLVUU!eFsMq~`5sj1nD-D&}2Vq)^g zccYj6_dn)UJ$vz@!igY|AQ7#p#0m;$?JS7@2X>eb7S`<9<=XxoX6zJwZ%vAMM2T5Sui|G= zlynyiDdVxoleui?FO2F)?nX*t9-*aJLYO96F&6h$?y?I7JF^i-GX?oQ@OF$8TD)IV zU0-%+8IIiq?#%l8kL7;yO88`!s!Wa$$R=j7=@l)o4q~~O#iZ|m#Tkkz6`o1|XoI!R z=42+k{p{In^s95gYfYYn=e%<@6(eo{w#)giG>`Mucw~y6o?mtS0wV0;D)^E6+&;$Z zVo{=Jcie}^PWv;4?N3c#nr3=NUhqFTNrSk?3IlEg<5*em1V9#6Y2Ts4!8|4f)<{%& zsqE{|n^L4%xBZ9!lur~-F|A1-$Fl&kli%0c2m1iVODNgk=X9CFFFdx}@*+5T;ZR7pqZ*k2Z4Y<3 zM{XDJ+-O=_|0rx=5c{?8i%xiOppre8C7i|8ClT{hI}IKqmj=FALn+U1o9-04Gz{xA zrHL}*Je+ln#g=Q8b&TdLw#MU{BW0o?a$w!>Qc5S8c3$w5@!cbpdNY_Oig*862*3gdZi)EY8JdCBNX5=1b;#V@+vEF(b<>5zW;bJnXh00;=g`p5cyT$(GK76z5a8qAd@sUx zz05x^QdZ&NVNY)?LNiRk>lnO1MGZG7joAaK_v^zMh6-6ybk;k=q3uD=z51+Vc;DB! zY;Uz%we+*IH%0;Ii^Xm9(t3T++pc%d^<2ey-e5o?_3OjiO}bH5QHgRhS?ANAX4ZG z$6GhmwED&y`X(_Ac|WGELX`<-bgg?YxY+7JW;;3ctYrTC%KkXR92E^~E}`c;#6c1T z>WzX&cT>EkH&DC7lhZ+V>yxi8a-oH>H1BiYzr$gjRL*eWnhB2<>ASpw7?R18otpZc zy>{FKj?u9G(Y&v;3DV)RrU)4}rJj{;ABXFJHc(+{KugnbG~B_W2lI3ZItCNt*g= z*Y&RyhiAB~c?F0s3Z$f^@WkgFUJN134TxRwtlkJxM$@L_&2fy34Aco6VO*y@-rQ^J z@k(_Hezv$r+MhxWb>@kur>EDIJxS)J7HrtPfW*-UI~?PQ0Urw)q-L$xP7OSFm&*O_ z{6E*bffh1&A|{UbP$+u5B z*|WL2817?AHo(aG;EFwd+w<(x3d|~9#q?*f3to`q`3k9p0W@2c$Wrk*-6&UjD55rw zEK`q3zx!96+6{~GM}%J%ljH)jiCO>Eg+E{PK16*IDo=4S2IE$V}ns6+so zC4^XKqOo`Z6apjxhOn0#O4ytg<>iE~_|n;LHLJCwdo4{m!y#NbfKVJ-8I8@woSrrQ z!5@Psi`X|&83WJE7cb;A zju4ewbVuPe3Z0V}9oz2eKOwHn^`*Uc=E&w+lcZTEj9ki%xYcZkE%Ayr9(hv!!??%W zfs1oCQ5O@tk(GUVYb*^^<6yTBB*WpLZ%0l@7>Z7H>C+y9Ex27}AmVai{Lq}tCF;eF znjsS=$CtPDC#M~9Yb^$$&o|U){6_l?$Bn{ngo1EV#~SN!6{t)R`v)8fHEKy(xII_0 z5T~&S!74(CR+{rtK`1WyHLNdxMj$Q^P#hF~6crc8K)8$X)M?0ov(PbM#H0rD++*Nx%C&yC`aEPe8WNTKWRdca+c(QtfEEVOw7 z<93hwa{Fj+OziryCEgWK&z5&?2wIvB$)=m!S}VZ@Zlgi**Ml9G{BBg4b@z4Htd2=teqpI@>z;X`IR?Wp47V)S6o-8Mnq zi-a#}lt9Sd)ZMMrx7pQZIeDRC87&XC0MxHHFjejo6|-S=y&Ch4Uv16_sv$RbEB6cb zmwX;$W;a`YmXVQ*Bg)Eo4k&#Fi^D-B4Jv8Vqvbz6;6h7^d~X-g9@ItMwMIqcT}lDY zd5R7xzrj!=1u?winC(WgsqaT4e^gqjq3}<epXnPbc0Fs_$y~s#S*uU72?oOa(G8{`zyM)2wZ7M8KRuQoapKWxQZUB6JC{ABwb?j>i4>)b{Vj%pYxO_v@E2_mtlR z%jI+X`@V+r#V^S6+d3EEE=^8OESWCRD}#gqc$d;4_c6 z)-06TW+G$b#e{+9X%x$93&B#-=`ILwJpNYo6hD#8HFDf^O4#GdCQ5$cNXo8`C&L#l z<(m7${(z9Z))7~4(mBpM_qMLCq$F31bj7q7&f$7$^S5rmJljA*9%z-!6?_?y6+z0+ zY_((wqdRk=|(tLPS3pQ71uQ2m7NHI?) zWiD?f@Q=AUU_32ceqCl9PyXl{&MwjZ6|BIY{<=Ud3*CHk(Jm!TI~(*(Doiy5-@E5T z5E6Uv4h_KgU#IE?GXUTzhM)<5`}*NPOSj#Nti4}aTDVw{pLs?o_=lRBcqPx*v@a~1 zjlM#&A)KqO!8lw}9#6Pax%&rRP!4H1Y3J1R0KcsO9txC=AQrt&`qSxqB`>Qjm-vtK z5`^dVZ_h3uK)pMJba$oh%(?1^JX-Ha`gJ0uu#8S#S$`V`aP_;o$T!2fP& zur!gw)6*-s3LGM-{9(rU7Z&#S0dF&0(XhiIs>hG_iCAUEd$NlXC}(%uiBFx-#!x$+ ziXdgDhryz-d(P*gz31hHefXYNhMml}{^LWzTcwx9!;1dL!H?5LBj-5?(|H|C%kJVa zPA#HmHE62EEuybie_7NPHtwm>R&tnrNoT76Bs-8_Q=^a$v>3w-^&H|o?~S>NuPiF; z=C3DQ*a;$ra0WQoN#3LDQr?dDZH~xuO>gBD=1a3MaGN(4DpY4muH)>~3)@2Af>+qfJJM-Ie4o{wh_8#kTdCmm3a+P$OItR@dQ zx^pZyRLFSmT0Zv>Durvt#AZda?ZaWU+h;hroJ1{3xU7v|`Pq!- zs;T*-9|2}hMA9Ri?H#M}mGg~@a*ak4rX>%4_|`U3v0QO!B;}Igit(v}u*EG6KawB^ zAx#Ts%3|_wDinwP5o?k1`4F!a?wkA})fsu|&xYpQ5`=la{UK??(%NgEJ5`@Mufi|! z$4>^F6?$B9)3D?Nm95y06^J+kJxpp$7{(Z)oVMQq?a!Tg_{Nn z>8A|s-OOZW>^Iid;T%4m+R<=2rKw&DqQ6Acan z&faAMSopuY^&ep$Qc_Z0YqETUI4G`6`TTO>3w+bGn0L-52XCmWZm3(!3=QcGyVLS{ zE$jwGb`pA3M}>=Ezn4C>j|#@)A`d9GeR#^()Df-aD%{`S&uGSrAIEg`$O3~y z{x_!QM==;c<86J~Y6k~)*zCM z4x@Ak&+<}b6Y8H+sh0(^+wO=1KMySXs(-Bf|AhldrUA@HX*IU|roc3h#^Ao%hn4FP z2!d>Slnb&8#-vYoxsqM7kLomPm5xEG?$DU{ova-YWZaDy0rGQb&ULjV#>ScAmf{2} zpbPx(XLO&1y}qd<`|(xR!h8tt3B9eo`d>t{7<|Ca?K736BLcsSNHkbxz#lZk&0>U; zk)@}f4y<5(R(o$m-}HS)G&PlW&|bDIbKO(Qk!#aZTp3(U%dt%Odv*E`Mlr7mjE*;# zplLm4peobz{zNaszb+4v5YU~Iyd3ry9v(b=m-OHR*1${Z7}AH0-3^S|vxqs(iJbP{ zSS(utg^dRfozHIgu+FywMqQiWD6|?9awK-cRUmyS-49PzhROsn`~$=X$y(mM23ti1 z0}~=8vfm``5~2%>KYi>@-yzEsF(P*g_wARyW$=0}%v(*{Jj@y_W;`2>0OoduTi2rA zA)V2`htdNWT|YqBb5OdvzBmF|CXcy@zw45@1Ivw}Z27Eb)WH@6A7x>`xZc29Z%vCb ztr||4h#+2*%R@6xuq(Qwml|&l(wYE0suy49>29^{?nr#RmMzuzMnK_w=YFH#9Ggs*9eAs(0Bqt$B$s*-1JpD+@!~ zXZ=4|<)TeF-%n)zBwQ~b-%lQ@)lS^?j2G0Z^fPRso zNBs^}oJdBhGTvG|?n!$be^Xmqtc%9wBdgQuh2m5lsh>-|V`E-;dxx)aXYWXZ@R%gtAYuG|JOA5pM#uxI zLvd)_Cm{lvWmq9jo|tnw1ss--c0yCQKYjN``Gx%paalXz;*YMd9!uSNMh0?V;VqO6B2k zcub7I2+u8Fq$UX1K0G;4(pcjrC*@>T$X}8U;TlI5yPh>O`){!HZ!oH^8~7Yfs4VIo zPSSPr{+yprHpiY*`F$ezr~;diKruY|ZeS!@t1tY~ox!afyTkR{a-;c(I_J7|i0kRF zyNB@leEk(Yv^xi;FOIFRgv4*?ujX!q1I)vR5104$qyZjHb^@~3;4jb5zgJeWMAC*h zAGMc&yao*IO!emB58qQ8!oyLSOlDtGNj42nPpg(JKc9Tr^LAlti?T86fMtMw0x9ip zCtLRt0l)(0$_>Jxbyz^7L!?54d)7wn-!x+?mFep%qT28&ALp!CC(Acvc4=irG*^i# z`E*BZt-pooZ#6^&*+Z~q;<^+u;)*Lp@C|)oPx@$p6;(wm`Lp<~S~FJETj%57KS7z7 zfE|wEiQawx|GA;V0KdxPp0K@*srNVfV3D@kI8>~$*?FR?JNGKeI5Jz?!(p^Yn@%!e zpGfiaWM~*B?C(+jS9kP(9uW9|`G<|l?8$vgK?r&M#yoBjGI5=!1e0>W{a8N-0bi{Pf3Lo4a$hVY;6`e|~rBUmzh$0Q98=+CoC! z3mCKf!lwqnC_IuI2t7}c@M1EX>1Ppqa+iR) zLr^0;TGV8o4rh-K5`Opn3wkPY)cey1wuptqzbzo(R`te$k+fiL-o<|nqvm(&hJQ3*Rmi>U-#?j`@Yk;zg`{r$n`Zm*@A+S|SFzq`H4kcq+? z2vu8`#lii~1aBfTS`JIOJ|0UK4e6z5(^Hu#3`Uh-( zCq#9|XKX&a_9=~pD?xC`Yyy9doqwG6pHJ++-uk!!p7YA%SFPuN{o((0h#sSm1t>W= zxD%lMyNTYk4c`VY(*RL`E^<=Kmwehthb)p7P7l}uysHkLEersdRU0(j&MbE@k{>NKj2#G`i z81v7!9M5(|?~%;5Ny-{};)hPs@nIy>F#o;|aFt|YU?$s2=|QTp>l}OZ`gKqqy)zsP@to!}Kjb}!(l0~(}1o|~R{!t;jKOt@bY-hl51$oH+R zFi3cu->EJfQ9s4PM(i0FX_oe${QU9v$D2%r3_Px>@|jov@O=6I-y?A2KAwUPj^&ED z<-y;7=YPzbz|jck%VDIu+S@amtYvFsc{lR`L5DT zVyJ(C=}oQ;VSIEb*Lx}$`O)ul3ve#@kllR0Ps$_nDjBs4o`s==T>LQ-qX3nloy8M< z*_*VeY#Te}Q=5OQ51U9&6g5z7^GC$S8Vs5Nd!KBeMSc<~NcfMdxtB7o6cTO(juA7H#Kq~f?0BmYWkiT z{sksG+W-v?WH5e9E!F2oO(8pQjeAh${(JdGCC}0>T`g8 z53}*D2aRTp*xBA(nriu1nL^Uq&=Bbj|3^-Dx6bz>9*`_5P@n|>b>NnPzPzVAwO}nG zC6xkjr=i$V3^IbIkT_;zk%zY~PbMZ52hntXRTOF?3?sv~EznhsqmsDo;%u&tG&W=b(kjQgdtXlrwf+`{{odqHzEG#WY46{|w z@w%lXUGVhUl1ob&-ec;|)*M0W!Sr|E#-j>(;3|A%%hb46T0##|PP@Ka{T0GPgVdAe zkNo?1Mtl75=%QQ|t(2jpZ>G|;C;9_0g@Tt;Sd&Bsvl}=LDQQ&|kse4F?5P}#MVu%L zZtm)G7vh?T-yD558aGfpkH^^=e5RDb*CljP<$C9iqjPb%(z_&h0;zp5(qAuJZZQ(Y z>hhWAt9oN*1y%a}n0M2J0pkn=5|RvpL>1lYM^_c{JyFvvt3|_SQ-o<5C_J`lFJ7D; zU)*u09{dto?WbR#RxqXoV8Oh->65lLV*TSSkjuGOcY{!Wvx*jEC0_rb*aBBF=D6mZ zIx zdvFlP)#29Odg(wTGQzb$P(ywmg$!^|*FR{nUlOdX6~d#DkalC4KQy(ml>Zvzk|_u! zqD*@8<_(bP!TUSCF+W-j+ut|KZk<@OnC>*`7B~TBpj~04z|GrSyx-rcfwsP`Zn+)q zmn#2G7(tW2(`}NCx%oRvK^M^?UdZnwa`j%Vd!&gU_yV@~8}D-BhfD1)c7Oli=wIfx zmYLn$c%NzWmRa{~6!MDL#nMby3p2AEt&(>&RM#+BD03!^=837cjP(0S3zxfS`#mSP z6T~qwRTz_{^){!A1|O||N(AN+ycWRf&>&)hk4M}Kj;W&+-BgTU*05&Sra-Ke3iuQjH~laMSDK-R)1tkAsM4xTxaH%;RV{>X6N`e8EZ+uaPeK zH8Ki{xJ#th?;%dtH1#L#%P=W)Hbw?5Jp+>m@&+q=Te^*!Nq8;dyl=GaxA;h6npT#d-;*_au1{M6@nYAcD1%J zKg9l998*r(kfk~w3bjgc5RDdM#>vd7Sgw;zB@+4Thgy4L$BWo$2uko7_a`90hpB97 zF=*`+EwhEbS1Gwd)mR^Byd6>r$nSMH#u5+?#)(F_^g3!xS^W7VyStR{0t5hLZZL31 z)9kpaRm3IX-{w(hLH)9)8)!HYB%H|A-a~6AP|LO_AinwgDwEdx%gXa97ll-9sf9P8is#u!mYc(&~{%qA_y+DM7{)O ziQOKM-8f;tfsNgQen$IkUJL8&&ggqz#S6bbEK>lvFscdQd)Wp@{lMi}wkwf2?<$h} z3hLwVwA}dW1^5$uN2@NGDXnW|pvD-w+N&2Tl)&qVX58^mAu6z`;T+h*moMkqaxKl! zd#I&_uUd1?5s3o1TC*FqTm_n{p>ONO*7q~XgA0Hgs zGDe&y3>9cl#@!v^sE|-m@j2js$GB(V{f`pt&sVx10ATTisw6j;@(+x!!^g_fk^#W3 zGTX2wh!Yo7E1o@PAii&X8=AxS*x|CPKT(3~(d`Dj;`q#)&xy3AM z6r_5kpon1E;SP^m5W8Y8!{aV7qo`9~?$gW~&A+3C1)-?CXty~?S31MeLUq+u;Eqi-B3`^91rvGBd|{YhZ- za`u+XN!4hnbJajZBLXb5bUZM~$d$UY2mOiDBL_OQzWEbJ;X&~gJw!%}w=JE7>;cj) z>760IzUla`nyIA;4&LO`{hgg}D+Kf~S!_IgjW_e=y*TxBZ%4_0tz7Wbo(=_lALP`H z@HCv@*FT91I==NO_0?$GLrp>~YfDw`##kezTv7o*R!qMMhwUc8k;#0WpmO2dAX%j? zlrTq=%UARDL4uWXVd%yBw+WT0W3%(lcgBKcnV1|Eqoa)eK|QzFBc&a`RIe6VXNV=|KkTXf&s&;qsn}klOx5KtY6@%S7*Rych;+uYxG3jMDIUilY5h6prHRMzy^iZBSi7wT*NT)q7-&00BAvN5t^^JJ ze!>)$fu0obhGM#0v6?4ndMXZzBz?0+lf&8JTUm%>qN@Ax2@)mQn>XS*Sei*D$1Mw* zXbR;eLNykl#OktlMRvFvRZjAvVUQKdh%BH17r6F9ioqzuz6l6emaoGi_4xT zlxt|Z23I!u8P>H0u_cJ7$;mlZ{8iP^VjZOV%WhZ=LB)+s{j2@OG*BPk;GQW!@Nz0F zA;-=+Sri5XNjGR{9|W!YNJT}vj+fTEfYBmzkX1ux#W935veTYE;N9XDEjN1nz%DQ^ zD7QNOYHFI*ZJ86ZgDEU}ejI-0i{yN`(EO+d(?T3w7VYw~o6;T(QI?lg)zzIrB!r(( zztQ;l)={?*e>N3D99%kuqKwN<%=S{x{ru^1zq@{b-4dktqfAEDsqlU{-n$~4*W!M5 z;@5v~0x}zV8jvRkVcSWf>b+lc{f${fyaF4<=t#g^2i_gP=WNAD|HApF6c*3Y225Ml z^8(bjoNBDHcAwESko;b9%=gI8L_Jqblg-;^b$@l6=Z3Ku-PKl2q==L!F|Qd(_Kw_3 zDxsPx@(MDbCR8Zx6wI1b$L#kK5BBza?d6qACdKVM-^QMh3t#b`!jLWVVz&eerOR~gpVqtWpK;`BM>@gt5?Tw)G2?5{GF?A5hwh`U2pyGz!fu*kx1ed3R4 z8iXAG?ogGH`o_6d%x{1Y<=d7*cwoOqjnv&X2gxfp91IZha1U&*ep0lTAx28}H}m zlP+Ejgo6-jrA23ArCZ~@ThGP#3W;|Wi~LWAX6=tMe7r!B7zPxb?dRuv{RwP5-Hh|< z&EprFpUAg1V6G2{`@k54or|q|(Pt#F&e&o>Bvunc@6K50MByEd8 z`c=dZ;Jd7rTkSVz_>XiO9_9@31YRU_-RQYl|wOZ1+?= zQ@g#6wlls5u5>+kWn^AWQ&UZ@GjHDP>7!jac9>+hRu&g$-o4mM#%j5#BRUfx3!|C49CCjoyuLNX6Y+yc z3p2bxTGPWGO8tFGJ~MDcQNobj2kj&AZP}TgSY=6%%Z=aWXhBN3kv7V6%o$<)2Elj5 z=5nFX97$VX^2_qW{;0i$uRjv_w(|#|)230Y-KBy~^3bs0k#GL_SVmc1+GT>-Z|KQ^$qOROT$tRjVL+jX%A(JC@0IWD8X-R>*Z3$>J& zpxt$Z0S287@$UsZ8Lv7!AVp2mFxq9X)Clo2ckGL&q(M=~X`4ag4ILUmLNHOf7K z#DTPDAKGZq(i2cEsx+>F_09stJntfoDR*R){KAJ>e?BL7cJw=7NAn@R^<(X_VRV`# zh@-m|{5t)%LoK-2lF7;lz~J}DyTN|x%|@Fn?MM}T;p&FNX2by?(%O2lV9s#bXK3Rd zNg({zB>xWtaNn2L{`;UL0Wq;)9ggIf#sjt|s3PLxZ&u-pC16&1qSG)STaw{|P7X?^ z6ubN3;Um8J^%#YdVuh~f)YL#~ih>f3$Rui0t(Em9nG^KL%PSUlH>pP6?6&Int+m#q zKDQQkNqpQ#=fT3TF9h!_oFEgifika1n1V#@Vdip28!5c5hId_WeyehK z(dDLJKXs(I6X-91*xfnEx$(mTj zD0&@M;&)L;VwiGWSW0_0l=eaKK%glZ-s?Jl4QaZ zA$5d{2Q(pFKXD?@>#9GF#&nhKK|O}WZYGGKm}sXY6cpaOvwmS>PD$H0S7#eb8M$TF zGtgEL0W0#pqe9ru^HIbxKO5;5JG(DwX%;^BnjJ#SD zMbI4YR@eg`S`C$DDo(5-I%R8k=g%oxQbyzZC#Nz4!>ondzp~APK*Pm-SUeek?`7sU zrlYw7FSE&9j`Bm&uTIeW;^q7&7wlGh?Uyhn??YKPT9_Q5E7j|t;YxYxq;*dfk|TT85N(gWZyMOG7Lc;*8g2Kuz2GaaeS&e) zrih%Hjy>*%Ona0@f*Z%>+!`T-{DUf)1UhP^HmJ`r*_9}QXDW{SX(MIWNnS*l5(OMu)HO+4sZ7alNN&H!WaFRuktCi=UksU zOHETaMr7YHGbeH1E{n4}?!wfwTf=ZomBt5$iTv43Br^tUC#^B1|AiaaA{UjGhVD*J z>2iqI6}3Q*JGj};p(+NFw?~E88#`S;5jjzm2KFYMJ%fE;pDu7>%!dhDH0o>X-auxQM-W>QuP%!?K?7jAz**9qxBR5#y@+dm?^0q;@>GsB1NL*}ug;ZZ4aU zoT__o?0hxn6nAz5qY}l!<>Q?Yl`{M+Cy?*Y){q3fEr|XDr!Jn zdADzXEPcZaj8{Vw^Mjfnecs}=>2qD`)m7;jmi&N5c@ zrIP7W=i#&Ux^WNbF%=eSiY`yheCfbhJsBpg%OGl`zubHSJU0OoN+EAugfi+zVi7r% zsQ=mk!2T%!YmvRVJn>Xa4@emFLY#t5F@1%7rT?wHY=;)Dj%u5Rhlb{TAyaFgu>Up1 zL;F|jeR0gGBc!LpLpr1eeQ}ay%2nAsF4qyW1awCug$BEoJR>BFv2Kxb-f$geYj%5= ztwZl-IQ$#vFAt-rG~SywGVr5cK=Y99qoyzYu_HQY*Fe4b2&7G)0~DDCcEBmGdWLmMz)j3)38+tWSU2 z0|FA$3tVooImZ`Nqv?~iAHJvxq-@5e%7JnL?qNJh{F3D3c8aOH`Qmu)xC1s^?(5Dg z-GcY3D)ofSEJ!J)Uk2#O0+kCktEe7;X4eNr0~e)=%1U_+N>cL{BCSwHWR!rtr^YK0 z^yhze*~qx=hbot$U#uH%=*xww9jX5B?k4JI;EqqZMd!$7FfgqbWfy0)c4ntq}A1l%tamp z1}^W^n+4@5Kz1bQ@cahJ5YIZDE;*8e7W)-rRCk-={dl~JYQZmq9xjySsRsA zbg>$)Q_)%S@M3w=t96d(%y6a$@^Lb69|;fc>?5|)?i`{5l8u8&C&R@nN~_y;$r*!L z&x!QMSHeW;&0B?1!!zhUJR%|@VY=$A-W<-B3v}@Q`>TQ9C=L&AL>}Bk$~S*+sWMD$2ilDs-eUmTNaud`Zp}KFh0{d_%S+EQ%Ok z0xef>1#tL+AedJ0KFG0+3(D-IoH6+T1+C+>_R$#~douj|jZC@fn~ldI;sdvrs1EkS zF`TcmBrt`u1Y>GJ6u=0FX(L}G1>v#`o`}f(>D=YSz}VtKG^C_bJd#)6%nqhvf?;N6 z{;U^m%aWpsoDfIut^&O#`ZOji>oXptzwWl{ARHT!kkdU;PI;X2!uDc~X70OnJ?GpH zutQPg*d(1W_0HA8a_%=d?5TlO=r68$_Pmk5xx8F$Y#t4p;m;jH(@+}edQ-|>XZy5w zdk}8QQRSd_&`kPc4*8Ag^0fD65<|=#GPdaN_Sj75)$}X%Q#3*c?5XM==Kj*zd4`2w zyWqMN)TL0bnryX(hYt}U^_tcFEnMYD05)*4I}X%- zYeiNEwv5Ns581c&z2O8C5)&ijJ-87Wm`!3_u}k&?-n+PWZl#O&`(h~hzg{|NSD%oL z^{93^^cDpalfF$ds*|~i%#G~h%9i-_^M=t%%!GY3zPI**Rf&gPN??)2J8mGzYr8t}o99J2yeYs*L9Dc&a(xr-Zo&uGj` zpMak8>QICL8w8EERh1VyHix5_)5J+U5qhxmZZkE;wwHPx-Y{NxBkK<^gisgsM(6H~ zde5f1)`JKCY+$)fAvekUBoSw;lpeQn4KvIU_2qyrQD{X-dq6NR*xT!mc_&(}PqG2* zI^Q?E;N~%p+F~gacR;TR=tGu5F-*ARq$LDoA%qOLs_jmmrl1Gmx0f6+~zaR3cyf_BAYrB{ooFFvb8J`sj{YXIWi>N?@{j#Kj?F} zGE8>LxJlKn?j0|qs~4=_&AZoCdv)4X_Lf#A1i|t4`W}}|91%AvwnhGLfaT!yzXQ#wtt{xzUhK&)9`W)QEP;XCE zFR)su57ZuOq_4dJhABgU5@>Rir#VxDE|oWC9u*7NsH6@o-FhZl6mS-+w~B?DaX)Ag z!@~-0j!sYJAF308?y@tK?>-Cw@F<_FUiz6VY0zuXem8^%%~_Vyg9EfClm;4Cv`6kK z@XY9m)ebu|VOez4RieRhsp2|yE(qsNv5l^8*=UxP7wJFUA_Y5n6r1k4MUc+THZUG* zozt|8r=+|*`dY^%v|e%UhCs;=Jwc)F^L_9KNh<0g0CFYZxoTnWNDvN)SBL8~*`t&g z%y;V0W&&2f97Gp8)}b!FkaEU$;P9Y8^^{Gk#zP|0-lU&1w(Kz4*+tPtNqVDb)<4Iw z%0VxysEjI@w#9LmTb#{OB=CxOMB1DHBw}I*ru*9wGy7oC&J*cv80Pli*e=R-`%btv z`}Pvroh;htYB0&Fp08KJFlQF|j5IjjHY#SXsrUoY`PCt{nb^&Des1HFP-=sD;4LoJ zkYp_CeWy|2g+QD3L)Pn(&><#9U+6CJIXJ)a07g&{#7HCqIagcH-n@!MSdWXcVP2=6 zQTt|k?0mXLRqIMeo*Glu%B0t^>KYGVFw5mC<#8l%9~bpZO<`CtO{(a`@$p_&tE#V{ zJUW6dxN%2SDp;gX0Z~7Lhs5MPu~JtJEIYH~%vf*M^p#q~zgk`U6}0tiL8$y{Ae$L6 zO9fvoyO>mZR|@(`Fy?+cq#K~J*TN_Sr4bj3$Nh;ePwoB+FeV#SqCla}iEy3;I=$c! zTz2Ul&Xd$6&recFI3o%L<5K$qmIqN)CR>$F1__Sy&e6DS^V-6dw)wMoL}{ zav|k;=y$R@9339*)SufV_=SGp!=~3t+1D412$eZO96maFFjcn)6^zFjO+;+f>uTH~ zYDFy=Xj2!;jBNh=f+X{*yEUiZ<%vX|5=#AA9>TO!avI=p`p&DgZzpFs1vhDV za(=$Lw6T|caFp=n+JUE?oFq5!J!(I8P4wBP?vCg4o~N)Nxpo*BC>orPnz0V9CAkaT zx%n8M%^t}%xjRuKYB_?0P(wObL#kk)gTEMDJ=0h!r_P#wg5r8Qwcn2yx464YmUNh! zs&BkC*7V91m$MPDT3yaF7;@LR>8>D06_NLAKJX1n8G-l}7Q+#V9v3eTPI~IX53W&+ zy7ylW1vjF+iKh!vN@V3 zsNcy|WXo-f1RMMFs*@4P(rxW>kA04lM2i@r1OuH*^C`fJ6vB;4r3W6uFB4g_5=Iy% ze)T{|pzh_OYe!MX=On+#e}NwuC=*SebX~9cMc@41dm<9%2#*_k;`Vl<&Z!kD%R*_Q z#M(63n~wX`Ep?@s``di(wT{V&TGO(Y{`&Q(x)<1plp<~FMhm6++eznhPPywKSGwGz z%D6zWu-6SdTUzB$kwh?kdR#~{bIF#egyR_TrugjkV(C-Dkmk+jek?IzJCHiC5%9HE zpU`%)0ZwMK5%L6aN0%06m-9AHET_Q8yaFvzpRcGK}pw9vA{-g>t?RjQ2{`mNg`_) zgdg-6=4)b|Sa7^U)En+%E6xh@xYJvs%GO<8-Si%No~Ee#$c4n(UFq*)pT@TJW^4y5 zLAqrD=-MM6o;R82;6BWEQL{NY^2k-F^UHnDV3GF(mHg@;^Hf1Fy#k&(Nu$D?jP`5j zl_Mz4WTHIHCNt_QtB=R6X41)heXce~w@P1-larec)-woqwhfV{$QmMI@bc=YH`s(L z^K33r^c-Rp)C~rpXCdt_R^*^>l-;^#%Oytde-@RDl6?MVY48xSLqi|{A03ChS6xjh z8I;8lDHtQvGKmMs?zc-sacx-Fy`Gn9(H4Ov`wgvxcO7;9nVzD*4eCD)gF%AQ1&KUk9{n>_EY-s*!Z-W=492`?-J^N=*x_WA4Z0WKVF=D zANeMD;>?QFQxIdh>T|-xtAoPy*}G|#H_wAH``t(~3xEj}7R_*ymT{GS4MO!dca@==Ev*m)N@uq3(8K+EXdjqx&3he7X zJ&SLmIS0n7n6749lUr(2p5Kbc9L{)_*E$fEbh;vMyR&qLMTdDKH~3rcP7HqL6!PR| zZpF1Gqb?jTP!k8>Sr!8bOlxmt(y+|Y<`%0>JjLus-_+CJqux`HUh3<TED~??J z>aoe@S<9=UwFLo_&ai%DizmZO?i>=KP*>8Q*d7-T)zTnZMLZg6il0et!JSCpq231& z^9E*1qjo`a>3cX^I6!7?o-bnDnQjnP7b^>LP(Is5t^2N)^M#&gbF4sk+mf*gEs4KG z_-tM7^Kx(2&9#defO+RXRMs>SX>m9v^Hvr{U_H5N^@(oryl#-7%Fhcp^EOka{dySj zBB$4K@w|O99U-ktMKzEFF$i_;QFF-zHy4-j#DKTmRg)HJZrfUk%{wUl3;;~ntv4r) zoaQ9j6awm#%~NM7HU6)2@Rb(l+@QgI`IOz}-ORu@(pJRxPq_v3DKa17%u{=sYY5|e ze9tTvGZg}@uU@Ij_ciqOBQW=r!wK(%;7)~uM*W+TDEkp8|GyZ~L1fMSNc15dYJvgy z1Oo1AYAf~GxAR88xNpH-992aH`y<<_XHSOPu4=V$+$IMlW!wajdbo;^7_IVRy!=F2 zY-xDh^bS$f;sxlg`*m7hEc0+UyM=PuSmm!E4QvzAf{RvAg}D%%8>!>$4=}kb5|is! zp_+pJq5WxXYpvaSg6!1MMqfV`Ci0-Ewl~07O&l0iemN{vgXIaohl;M_BDf_hFE4L$^>&Et&MlESfVwb-n7`a zdcQ;za@8)OveH{V)jIWQR*Opug^N3Q;?h7O}s$(Lw;cEA)%Eo7ECk<(MII{7H; zNvkO-?@N_P+|^71u0t~g6`oW3-78Y@cQRpg^yj`t{OQd3#J5lBD1)w2ZyL12D$0*a z>qEXoCK2yn4pomT?n)FhhY*h|?@H7!K}jqjsCpn~?AHmGT=@ulEbPh%(jH9KP3pG> ze#G3P=|9>N)N$j{@>^Og2aSJ$y~fjkFH3tGbDCdpOfj7ux{RaqTx3erPKM3}m$$ct z_TF&-wRr(e%(Q$WX4Vy_^9dX8kmSpjuZ!Sdr$Ub(y>>9=HQ(pCH$h9g7A-#i5z-y^PpRA=;BOf3FAsmr&O7W0Ii zy|-=<@z6>9$2obWxF0y6H={J)xt1YS(AB2`9|PR{$_<@rYyL(j1Z3o~nBa2ghu}E# zBqKdtHj+&0zAU0}U$mEh9U_n^KId58{yI7)O-ejHK9*U@OkGm*mK%z%6yf_DvNC$Q zn{S{2r+WjFFZ?JfQ|d`i8bMkgB)Sr_(&G4au}xNuQ%$qz%l5v$_UsGaohp(|XIED= ze80e2gYXpl`x+sarX+g0Sjs&^99S{ojV=(jHsE!Z1f+)h3CA^ZbPY=rFfvA*Wh-Qb z%s^!{V8|o=pn4J#5-Jv`v!FVB?hB)$NP7dt8w#x7)ST4!iShCApJs%a!{4bv-T(3! zIOC^!c|i&0CclqEt#-exyhJ{nHe9^1>PS%mwpgL7$CDnA_ z@pg0fmc7t*Pg|zT&El5k({1pKSITmQ<*cR?m90We!CJ}gM2V=2i9*l%B@Gxv9hN;$ z4qT{O`v=8qBVy*Wa>jkQ(=60)q^S_B5pHNmz#jf3k`K{h>6s zuu+VT{+4V0c}jsi*7b&&i2U3UJgrEK&v^D2$+s?o;gz-LO4M`Y+FC>#D|#7|mLiNZ zhq-=cw>B8mN=6AXsYj!?D^@(tR`~h3_1Y+sqoxqX*ADY zf0}k?jGV+cL@=j~kp1##H$}5YW{zaATJElr`cEA?pJbOif@N1Q z{vlEdOM(Sk_`##T|JwKef!?Und4HIAE-of1FZHdge{IO~_NfYhPy+%cEl989O}{1UV*rw;{luC=W_K=m*+}j-#L;MvbXCMDWm45@7zaJE9LRVRdnmkC{(dcCu>lri|A(_!yM2s^mkM{_11P#LpGsm^bc>-0r|`bTFu)8moe+`3p5 z8MYPYhS~}{R+TJiDJ8rz1|dmjnMXrOg^Zcnh@_fAyEi?t{Rnr$I8nxb4mDwjz$aBd zDCXy$`g3sp=ifA+ylM@e%VaF+TjY3HYZa6Q28EJ4R+&?~RWkR}Zrj{~*o7zEO|%+P zo0jJ+j8fKeX(C}F)NB1ZL)ByU;h#PcaU)tc0ujJ-^H*|}J}N@oZe9_YZXF0R_cj;T z!xUt=8=iknYhOjwLc@tERn53e|_}isE66|8TVmfU}ORHS)%*BxaE_^#zv5gbT@`f z720v(-h>o|fVIvOl;Q5~fRD^3K90B@X(Tu}IK|9&IwQ;l&J#O0n<6w}d$%-Z3!aC1 zY=1yK+D^_wY9@Tj>!HqC zcO9D0razcfZrFQ7*2j@Ew?PM>tJlU*Sokb#TjNFk1Ayb(4FrO#Ik&b8i@B zi-OYN&g)d=wOi*E%rlL0T^V(xJPD7!06^bh`Kh+TO4G#@bB?A8>H6~*5;9r&`E?vN z_T(r|tCUJ)b=CO$tt8PA+R-TvjG&#ve86dMTGV4PUl_glsR42O%BW~l{rW8%1%-S~ zDLpK#vK(E|_2C}iFN^dYXg_X_&Kuuo>)u8}{xsIiC)}8`i(r6z6&Dtk?qM=eLt5y| zk1qI+Is=k1GXwwc3+2DDA(H)@Z3PqMR&KrzqnQX7i96XH9A4>kjir=wQNfL5y?-yM z6yB$ClMVsR#`9rrwmtEO;)|Ljm2%H|%O|RxK3=GYR5a$MK7WmssD#n|1?*0BrkZ-c3tyPWux$E!#* zG~uHWdaI9b6KcO2>Rh#K1dcJpf*n-IY31d124WcaNqleag${|C&E=O+@iw9B?;%(w zHLOw`bS81Ku*y(uT=3AorakI|bN>0YKf-)d*NKEH{A;lPCw-OgO>8sXV4DW0&4KLYsDaLo9F8|cPkCQ|bgB<5KDf1I5U~exuFQ(OSlRx$et8#{dnFO| zmeyvFYHu`OEdjzg2lQ(dC6oC=7OC6sw4?SfJ{5~Xo#1|3(a`u(1y1$h{BX#4s4wsA z=J+w0uk&r@uR8NZr!2L7a1}6#7(W3Wrh|j;3;GzU4G8udGv0~2mn6r4!6+}emIa2> z*KUHlKN!CRC}6=pB;besYqI=BM*Fd_FF(wdO@XGp-7!jm_l!B&<)kR69?zc@a$Cj< zA?+VK39LUq5yg1ytf8$8DD*{*jB?#Xl@3NL`-QW&J|oU2V}pGBGMgxgng>+AQ{@Y6PZ;fJNJ&Y1D?vJuNqdj|0oN(-Y^_78LDP-U z?rvdCS+@J-Sh?wnz$UNmTSY%|_?4!`*L)4uX(GoaOBXubb92(%H52_=o@ZpV+O+~y zeWO}8)OSsQE%x>I+1Q>8{-ll>ba6Pag=fnz+p0S`k$?bDD!|9>A`s>oFDbA1#_&&x z@_-m>{KDnAR-;>7p=M2L7EI{_Qfpvu$lLyU1NGhG= z(Hn*p6a;U6lri+=j?B+5wb*TKC0f^7IMCL5ZnbnV|Bkl#F7%b6!Q_*=a3`! zV6m92{-hnpsJ%kzeQ98D71nayUQ0XLEjWL6-&Q8Os#EzCU;>$y78<73RO?gfL+aW6 z_-jAs?FB+qZ>{TI$_){0uaua0mgGW6$LG=TZF9sM!BpJ_ObZi_XG{2+EiEm=({hiE z6WD~(f1VctUsW2R6Pc`T;EpQ^4+Ss;^SFueI7lCwuKq>-H?xuK@XdB>xnrfN>EL(o!tOV6 z*l&h`oEMWM%kZ!CtgJBt0s`5fZ??R;s+{f~ebNyb85t0ad3ANw)!CUk78)){!k zWb`#GHa1o^6Bffn$GF}Yo??C&DDKh4IWJQ;(m!YfzYxoK|D|quSy!-qAmYvhn#^6z|; zXRV&z_YwfAu zqxohu6&10;Di@@tJnNrze62Y>aoKYjb*Wxzj90SdhJ{RPeLRJ<@giAWRw=R|o^m$; ztjRSs1gC~5?ACX089FPTS+7(45U*p&fCJv@rnyYzSO;eZTO(|cXduFWE){=0o$x+Wt#~R^_t_v(abgvQn>QKIk#M zBQ5al#=e6DDJuCWA@eZ9oS)%O{@5R+h2K@>9}jvVRgyswzR3TFWV9am=8DEdSfu;+ z8L2wL5;J=>W15>#G#B!n%}qUPZj7HC38*`^KTKAlt?leaB7^dM9u`+s(TnXv#}+KEixj~+ z(pfhw=6(l)-cnkXlrpTA`Zpz~+m_!RMV*|;=T?&%4nQqEUR z=Ag(=fa-+4C$VFG|D$@LCVMdr1v3+M|9v-#{XTQKXSfe3h@iW`WDzuYQsM*d{CxDTXc2$0K5 zM)v(%i(u_jOru5RLEQgiL;5+&9<~tSJKp&r+}oDoi*2oSJGWT|eCZPh1M06tOy|p6 z?HI2){WvNu1c2AaaPPyoU)N;_=FDn*)QoL?eK0aADoRo+o;m#<(q=&QaK|kYo6Q1z^KUK|#@# z-{IS`EJMI_NGElxmon#5SviLB=$nLv`bbtLl38T%J4Dm&*82#R)kZn8ghfjcZRr?+ z_2|Th^qL6aNx#)OU!t40tvu3!o=TkJdnB`;v4N8J#nCQ*5Y`t`@~qbOWLDv69gpj$ z?kDGLpsM;{h1AaG&)7!er>30Yh`m4O|0l=V}W6cbCXu6}-Scu1_F zvBcIJMQG=o*>g%VA3rxYx4gdofgB&f52ElS_n>ohbR<_%QTa@r`U(#kh(1U?bO0uhY z7PtE373RaiV+Cqd9oqBX_EU6QAaR8OeHiaB>lVRM<(H@Uncn@4Vi0P9-R*+ic`NEm7NbdR&m#t5ygxqi zk2>-9;-8J)wZ){)js0WmPX=xdFH`nbH-#V;f+hXDQg<(T=p^PFTtj2>XGC&L9=n(l z|4xNWra-u=bgMA;=vm%(hN#tms_L^;0BL z9;0%z@xWEyDb0siSp2{bo59YB;=hN>VL^~{tfsdgfOjN{H{DKrz(j6Nx%(O+09{fF zJomErL!&NxC;&~63KP~_$*p@-&6R6T162-#n&vWribM98k2iy=ot$jAPopZQ9^QHI zS@pe=T0+gJ20L0smwW4THJBh2E3fAep$Z-AvDCt1HUTRh41DaZoAq?f%0(Z%INFjC z%3Ye%J>KNVR`*7t<1J<4JW&RH`XHX+A*SxmUM<|{D557x`44NHRx-CaDM_QLI5@(J z97*pNJ{4N&HJcZWb`6=))pSDx9E~7L(e?-S~o~gOBO{IT-N;^9e0mEHJW$ z=c=Hjh7M3k@Z3%GoKXHo_?*4bUX7^k7(IWo8C64epm7CvumvL7Q#_ z*4ph7Xku%iTA@8aKp0gP%G9dE697tp)M2Bqkwu|wEZI7-05hOyg(t|Yls4}AWBdJU z^?zmtF{e<&1F&gA4=eX*ScWgy`rv?(n`t+{yb19@)tWv?MJmHC93E7_Hu>aa`u9{^C=n zSRD{81-gaI)>&>@PT78YJMla@s_T4vvI6ONXONJb|C7c1>#(ny)tTb@87-j_rAsF^ zi?PExSUqRk!O&(^+cEL?%PT$`SozMUB*j>UrQADH*V5FY8p=*_&o->6??F3e|C(@2 zMXOa3jr^1|OFN+_012VqBvq#?(rd$#F{18uDuI!o_iX>4VOU zBK3CO`2$TrYvK&-vzQ^bVui19mN06nH}Sf~D}#YqHs4jCA|WLm4oV{*2JE*elF_Up zT|iRfs(H*8{SG|=W@dJ_`|DTaeqIiQ$B8Zd+?Z{vGGLMYOr4Uh3=Lc;Ag)X&Cm-YO zE3iaTwV|(W*~;u}Y=$(DSCxQKif(0%aFe)t1F zI7frn9uO(>2ucbz_x1HLBdJ+ao2a2|G)KE)Y+JNMf>O{zgBiGKr-S%AEHr5rp9cyL z9!=Djuj|y@Sml5ed7I>9s_2Yp9*u3vgX2(YO2Am?QK69WzL_hPgnbF?DVVO+fJzp9 zV$yni8+J1b`cj(YV&>0ZqhTG%*>RHya81N!RqEM#5pC{Jn@sWOzs2^l!Y(9C35CxB_QkNTUTMXnb%h(ofz1e|DZ}tIg2+R$4nu8zC2=A7g0bcmC0AnVbh!Fni31nY<{P zyXRUN$FwFI*Cy^<`Bf$M!M}C0?_CZ^ z-dw(upva9gR#tl6)BMdJeQfNaXY^VBlYt9Oj8@*E{Wzj@obl;Xos$;TzAv1|6Q*rS)1l;;2vXkL8T$`o zR5+9tl{Q{s z>EaqIM2-=(7aI@;HF&h+GfL$7sHS$gBJkzb=h@59;i!@~*~-UMxw}lhS$7IMV=kv1 z@Y27wGR_Ym-OClR{)zX?W+D`8TmleaD1J{e3*tI4T}iu9XT{5g5b0BXJ?L*GCu#mk zakF(Z<^e;~EJ7nnvjWs3xxmfH<-=}~*wpZ_fuBYN*e1gxvl z{t%0S!o#bD{J-p0UhNMD@X{ys{6f9KiQ@zD9XMCcXq!0wuh_m^!*%E;3X8Tn(KA{b z(XZdE7j%C<1a0vqjZUmrp!(WH#J)9mwh})-9iXg5e@d>Iqdr`XdJRO@Goc9yNKy|s zkWVTxlENf!uUsXKPGxw{Klq^~Ax;H4M2A7uQxb5n@*BCo`e)bl63_*R$FfR>H`ffe znHZ@fuvG7hzkF;le^6J9M^`_+*;)zOb3%Ybk;rPHDxww_$86b}Hi4PiE^$q9&aT%?Rv7E1=0A$oKJD6)p;QH>3m1bFgxc) zeH67*vI>sCt!2#tT%+9F)PqY}c#)#)4#RiY z_8tL#W-&apxo=X$N4idRhFBa;1xYWhZWS9xhU%P0FDpE5Y~Uec^xENDvs2W-V40r6 z+ktO}52&2h!u1+TL;dFt#Cbw@THe4p_b6w}Cb~6LRJ}AZOFM81vp=;=to=c-hH$KB zVD9lwhgxcK(uJb8wz}_Zl7iyY{lb0p-sX{$&c%_Zt&Ix9S#7aJky>3qt%Ii@aDs`o z+iUu^#%{OWODTprfHSISf$kDCoqC^dsTKuk9JkXSqb=@RP z@aBP=o=?H)6UP=qMGAUU;w9pq_^%Y!H|M6VFko{lJ>rTpE`+~ zU$!Lwq2-kLmN)UEIy2s|I3Z(#!r~g6VO-SFdYrt`i&r10y@70{#t%0T?(gp1s$_G| zCpeWM{Utc2%DMgT1BH^*8~bYVxAlZRI>yefYpQ4(LuU+QKB(|W{gdSji=QmcwTrRd z)Az+}nz8Ps;;<0|Go8M(dq~C$g-!@SGe{|M;i596@%c17^)_WfER3XMZBtV&jSFy& zb+oIF31|>mtQVkvBANKmxH{Sa4EW#nM3FYfNtNGv?vHZ0tj&gQq-`Y0bs}421Mk)I z@+h{tXBIm3cG238j!W&Fc@2-OKXMwyOr*!`^!dAHqkR)~cX7-Dw4Z@*YaIitw4Os> z)XFxl0sfB!VVVxv^Hka1T#-)I?pQf@T_|0doE7sQwRWvh6q|bGB1_w$1KNLB{D<>N ze@}nD`!Zh9uHoU~KN*0+XSQ<>T4=7XuG;3` zL^z8uwJ?84MNqzBglMB|92{7Kz^V^R-29I@OZbA*ePx^<4j%skAJ5>wAxZ6*h{zDg z8p6Nzn^o?sC`Hb*QSv5wUgJdi_U5#Y-tJ;XNpHoaVT%7qHNIoyaDQy1$&vgCYq2Qm zk+@=t8!XkS*m+`H&b)l$(loW6g%Uq|`>zEPgW7vsCqc;DTPYp$#Hv>%zTC>)!fL8s ztG2hQtSp0`Hz`G7an`=0`Re?$g4SEzd`OvjO9!$C{ z2}VZSsF~WHb&2_6cl->5UZ#G{V3lvbBcGMRl^&ua;U07~bf;1{}x7l9!sQJ-jN z{E5UJs6%c7UucDM`Jc7c6-5BYuo?r+xvMZ zz4z?(11nK*&v;#dSBJrQ`~Kan;NuD1w)NexU1b3bAz^{=;(aRu3N+}->BO4G9u=$|<(N+E_QYvU6Mi zT3Y@CX`!fq0W=^}6r_9ipie}-KKI?0n+91M;ZwrRmuN9Hyf~Y)Crpac(+t2vk55+V zA9-tsN`Bg*6$*9jI%gyskn|zSGy+Y>-rwj|;z;3R8tS+6H}v&hDOjz?Hn zWu<-?CxNqHa|43gao;J1Y6W3MLs6)mj*e<@-gsfJxs_FaYhccy`Cw(4Z3|JIZ7U$c zJ)x5XdibKRtG)=QXv#-2t~d127A6+recDxyC> zTi3Y4kcU+hfw!J{&dbY7Tq8zD4dZdUB*WoS`pv+#A~!k!bE7s@bzP?#H#45}v}nG* zK)DTv#=5`lzG=G?DJsfD81D0f(3Ds9A5%%XzIJD1KRU$1EVmj}twev~5dZ$z_F!JZ zv+KIo7oyptAdc9ati`v zpw!Jp1nVicy|xSOx3^eQTXLt;1;LfR4}RTyj;##q6$d<~c52~H{3?aP(=v^T^B>J7k<{0PlrwlWBS zW~1i|RYdEaMGds4oOZ_Gr+tglM(XSm;p2lE%~e7KE?jP3UaYo%`y#*3^-@|ZYLu)Q zQSt*RM&^_z&E!)1!!JYA)6)@~*=hVW)r8cm8Dr_nxnxVJls0_HIY+JaEr-c0S5A}QuUK167H5$+5BImP z-5Mwu*rQ8JZL(i{Rv#&sdphNLR&J>jdAheZ9nh#z=}lzWIpmsjEt#0O3lW$xlmwIp zlZzmy7t|rk)uY0?Ur&uvHuuLbqD5p7-Fz=$TBf1NU2S6brEH zV_WXp?@{Z*66N;*hxTUPRo;~$7WBK>n{XG@{IMzA4i-4okBfg03w|NR9tg!oJ9t6s`8dx~ z-UX;}Haz>e#G49dUsMt4Q?jrKdR+P1c${5xznh&bBbxsZC|TYA%L@P)O$^zhiwsOj zxo!+q#J2@PIh0xDK7X#5-o4~E+_3|<9;ONtMo6=-zZCJx9vho{bE5Jw($fj0{F_eN z3B}BRz%pH)JIWJ97xoCWSKB!1HKtF25xKYJ416pS1UrS`q3*7ZS>jboA+QrBazDf-t#=~z})Ad^0hfMlHlBGwh=<8dAvonXOh*cwvlW$HIj1IHuLuj{nyf*3KpTS=+@)*KWD6o*~6L}qw2|sE=Bi&We!TJ83J5td6(LpD| zoEi<|7<171s3?vW)WWt?i?Ms#nMu6A4u2FcpmE_Uqh-V5i8BEwo?BvS?5Tg6>cBWK zyqtX%c{)kzS?5q7MHlKb1yfpD`W8DC_i<|TC+yp)0^LxAS4Kv?D7PWYs#6bp5xx_p zeEA}|z|w|Pl26-7VP;bu0ixp;1g4^aytBZ(z)fXMSOxf2Mi3vqod98SJX$&Oq&eR! zn;z@7RT4dW{pA@XKv>z9vi0GTx++Y;bg7J=F-SMHKiXD6QHZ=(QQq_N51+KaH+Fd{^A=TUw09 z!9c~7prnLdz|OmOt}yIZ5$xhuP0(}b6ZwrQn(|q*iuu~W%7FF#y2q3PY%VY8@6=E5 zq3$kSWo%)1aEkby=cA)Zf&wA%d(}mvs@+<%1qn$;7ehxIY0v(6uAJ}Ycuop)(aqPc zFPXjLmR;`1vE68>k0rADwPU95c6K9o(1DB} z^_%_YLo&naQgDj==2A17%rRc-;BE{%E0`=)Q3niTYz(FN#t`vx5q)gbs!Uv5jEpAQ zw8GyLXMTC~@Xh_hXfsE7J9B96BR-T|g}f*37duoNgnT()u0vgl>FqJEXF<(`?=dU1 zfXX0Vd3BP%EPd;`%CIPW_hTx%zwq8oDC^F1vFTG>RBh1%=AZzNHyh^ gyHO|nEK z`vFINp<5L_Pk9_-&OQ&7Ntn6VIq?>_{hEPL@TwwEg~zl@e(HaMxBvNg#fz^!@SHUT&kZfwvM9BQ!S(PLiSkEnk8O1=EZF{iC)T{e7kG)MZ{Wlj`nYn((>6iyrs z>q_UgSea@unxl4}VgH2RoOx67~jl*IRbEflMJl7ia<-_-AuqLG!?#aq`emWY&jgUf|DT% zo#B(^&uNctaJEEnq5IOeDMGo(!9Ihc@i!kcp9G9&0jS#Ao2sGWFug8DZ!cgf>z##= zEc>^=ySSGZNF1oCsgd)&4@;*np$l)2DdC%uf_-CP7}3s*Dk>`Ktj+QKIfg>0K^2Z+ z*ZA|Kq=#DwUKz&^BuZgdT$gsBMZ&UQ~y@c3U8UN6vXsqLWsPX8d z_mb-6XKWkdkWE3#_2mPl18W6reTiF?rVC$44V6mT6mUh})j6$@P-KpKc8R|^Rzez# z$H4aj4G~IyBeF)?R_=Yc^{2>~eKrqf0?|}L|<9{qrF?=ABl*MF7NL7jd zC6H|OL{m$|0Ck8e#BN@r^yuJ%{-(&DHfDZmcXu};qp7LVY~?_r?I5l!1$v%7PccW& znK)Z56~@QMXPLq7^=rz(*U5)NQUpxY@s-;gByegfsvmGPw$HwQ(;f<(9WXyZgypL1 zaCC4;rCjnequj5l2kQ|x@sM*0pPoF`b=<@_V403xZi~@fo$?_b2`zA50*4xAR&hm?>`-qwSfWS@tiGzy%vCV%?g|BcIHn0?ytXWzQ?VX}HgMH+i+CsODN30Q4<) z4#rDz<0pSp-+seTzaEIA-w8o2qQs&hqA^YT&99S!KurM+~M5h1*~ zCf5r~wh{eO#pO>WDi1~~j>;R455@%&We2=7uJIgKcy`v`ji;Wt0)6-a;oVw!V3$zw zByV}45W819&ntiv8MB>9sr`O>ZCdK~_Kbj;fx%k#A*cmMrrS$eZjB}p?@%8Fzc`uQ z2OZ8w)IN6q98{saiHMSSva;TBl#CnFYgPmGws!gWLTv79e?LD!QoYg0?ReYrZ?_!d zVYU4h*7adOue`~9vN6`hfCB42QTlG!iw0hVUYWfq_98unRyEM1+Bm z5RC2wC8%){fX90lQ**I}uovx~J#UBRNc^;sa0RoPfg z!)Oi_5s4^m={;*aImWg4JE-bWwm^i(ze?FxkOK~5x$&d_bpRxDp=B$SHPd=}OSmk- zv>NnA;$&6D>hh8tlR{$ za2nM5`{SHnp07v0cCd*sVMA1VkgS66FE=?dNM^??#os5?|J+P}K66Ue9C#J7^RdT= zdVD8UP_$pxRGoi4;pjaLhs!3{H9*(CSWTAW+3$^9%mq(X3&Em7^JT~nj`J3#NvK%8 zdnV!7#v|t>#C%;*etmu2-QSNwQy}^RU@IfQV-TnOEg7iWNhLIw zPF(3=;NX^cESmiLcSUx;$%d1Kx`(muJ{R*3Nl1B+@;xM2BI3~c^=l&KwmWfigWn>wz_OhiOSHus1{B!FfOQSpcIAw^-b$LN&pT0GlL$WLXK?t+nNV< zj%3(IqUTq-U&{pT+^AsBU7wgv8Bc)|_&Z+84fZH%y__YjVmZal2dmKpdV^W_5wFFg zXS&BbBPWO&NtP#a5CPdK*yc`4s^e`Io`8rUYkM21EU6>g!QrtyZ%{5GMrn9#l1!Z1 zWN9J$nhv29(J#Wyc8J%3=IYXl2wkf}aD|>b;#dgO@$YTv_ecHfLGlCiZ^9q%c+4Fr zsAp~Lt_oC`DpnXf)l;+#f1XXP&4&3sr9bcqf9@9h9T5JX8}5HTLxBKstA(*Y`aui) zKSus9<%0-3a7KrDKn_%T5Wcp&7{aSK@oyK$TXwrM>KbTrpYwu9KS(L$3r9QQ3zFRb4eOp@@Mv3SaXIvF{+Kb2y(tag^w zu=Co=3Mx2t4K3lB$sxN5G%=GTlUvL{&~RzKk`LWDRs@yC*k7a2G-^= z&U=9Q1_0~uygakGBr`dgf$8b^C#>f1F|1HKySsF1wbj)V$rT5)Z`0D!UTrKdD>m{^ z>~BY3G8e*e^1OS*@vl!9g$}MFwoUT6KV2Iu%y+b)E{*!m_?aNjb))HfRO-J0rypY) z2UXYL9>$YO?+uX0bmgrIl94jOCo6?SR$^~>WmrhR4aB5gtS?9EK{JCr-9Qrz{nyO^ z-{lL5?BJIJ3V<)_65c_1dG=kGIzOT0A$~3-s^b6r!&d`1sU9`#BOm@2Lj7;=^x}q) z4)H?JI(|X5zi;e+eIRQICZ0}LN+Za~^Y!<~mWNi$L<2flR$o8AkLtK9zh}WecPE_B z+&te+yT8AmzC*j$Q02!|b8v8&{1Gk2!lG0vDI@dqB`_N!3_zRu=S%eTGNtc>fyqydZ=edYb9A0pYd43ZC}gzWKx_J`s_7 zCD7^_@{{#D2V(@(l5wQemjq*|x}-Q|Z%g|)LNw$1MGfPkqYd2kSL%H^9e2fI+zJG@ zBcXKQ+_-i3Kf2@bzW<{b?tu*N-r>Ox&EIqC-@g5S{!^SAyhq}i@P7?M`nR|J|NK3j z^1Q8RxVqNX)(9usm9=1zWIPAN(}EW-S^v7bvLf(j=jY*oxvG@^u3~NsPaaVBZ0zhv zfPIx&Jk{wjuyp|Jnyp8u|Oi$Jdydow!mLI z)L$3*?%cn&gF{7+G0fPZmb@3HnZL2tXl+#wnO zuxhKz%Tav@SWEegOiZM``T6-jUTR+>z9o|Z6Dl5^rbBIIZA~HuFs>m%Vx^>@-L2^S zz}D8*Vv^>sI5DU@@t_`VdYGQy6&eykmkv`ZNeYQS0z`&PEK&BqFPFC-Nmx{r5GpDv zjBw-efLcu_O$tG2q5(+#d)0m49bm$xWo4ui%DMvi5Dr6Qhw~kbA6r#(=QDcxejakK ze`35Qki6OV+{CUZi<-)MF0Xc0h1&TfSnhPnb8|fSH?h^P>goR>>@CCMShub1V8KHm zSa1yv2?PjELI@Vz-QC?GB*87X1$TFMhejHAcXw#C`HHp9+H39o?e`phb*HWi($!T@ z&1cRr?(wht0`$@+HLesuTYD>kO{TA^0Zn?=()2=|_eo~7({v`N69YXxPAfhuLDQ(l zTeCj41$u>8K(r!V=%x87EUZTn&-=kKU@7sEx&8ys_+E@e|MYb3pbc$FATNg-h48`@ zByFFnuGVVuH$df;Xm)eT{PwJMjX*BpU_05BwBL2eMV}s+ki2)Q=CoSMc(z3N2iDxK2-^g_CTggxUV|Duf zznzJ0D-M{K+s%2e7GHf7kqL+ze|@(hu~e&;DTuB=M)Y5lX7ja6iHS&Mx((BEy;1#P zZ%`@%ZaLxBY;y56YPqD3zJ5-($aC7&?@jmq{h&^}r(Qa|gpG~jT+1b=*+O1RyPYT_ zF}#=RY2&R|#lg1Xd+Vc+v3F%yB;75Zh@0P2V~3K)@Pe0WXHE3<*C(5fCwG#03fytZ z2kvd9`9;#Ftw(Z6!I^;dYj%_9z;r~o62315NvG(4x$gfwMEwO&o5r+U-}B81sGpwc zAqrKTR9XY^FD+%7;mg z#!+(>wVwdJ0mJN@Trvw~TOuCXGt~40Afi<1;s*DRC)vr_8HKmE_kS%Q^Az$UZIWK6 zdBG@zXvWo-@bdCf4RkED$JUGCjsDco)TEZc!;7QXOTT|Vz|40;0F3Tg1frNT5-QX+ zjQ*L~dd&SZLFMt_KMq5^KE8nOjxwc+r-by1}b6mVyW-vBs}0 zf|6zj6l4ArEJeWT^2|5b+@Q4Vvp+T;41mBX&|<0^ksb|)<%>oHVmY<@WJ{Ea)yV7n zSp5Nd|1Yj?S=@gw2LZF=NrpOOQ#HEHQ|9)QcHocbIX57BjwJ{Q8M#~%cwpjaWx>T> zd175(U%&JwBa=}=GB7d2s3V%Gs$OwbHm_Ps1tEKYMnIq=3F5Ckiy8} zXIa{El`g{N&Zux{3Kw!JlJXGX1juGL=Nuc>bkEmbPTAXgbl+qWmjVM`TZc`Sbf02i^$DI zluYG_0kY4<)N2m^Fu$&II`j!TvUm($yAVU~@UwGrWNWRG^Q==zCIID><7;)xlbe%? z>rscbE`cs)5V|jSnE|h@EwY_%TYuD}jDf;?AX``Fx3i^~eM*CUSypNW_j6tj5(tT{ z)_uLPfT6Lm#Pr%?qf-_Dt=xN|X`ZS-3%DMCydb(y0%nc*^1WB@uYF+Lwtp&RyC0M> zc*gdUcm~WAb^|EeO)kBi+ZDTpZ9;9ZdhKCs$r_-n4CJax3w+f>ph>0wLitEqIT||a z(^iyF3N#M9?p<1Xwp$y20iH5J>(NHml}t@OIU~ z_N2qjnPLLA)B2ks7xR_{4v3o4T-8-lY5L(>%hvk3aB1u9cP;zJAop&N;(ph$sB{9D z1Q%Ng)a(Oky*UyAESe#8t(&sJxRL-SzFdKtR;HAXy8XAgNUeYnB!i_@O&qf}6A0q^ z;#7Wdx4FiD6St7^IE;q>oOZ?XAvr23w_=m#4Zk7|NlYGS5QIs>`vjr=Dp+Kum~CK~ z*K?ryrZilARLlwe3omU!mjLeMcL;7l4)0yiUUyth;gaX0{G<<@_dxyJ<;Gi=zaNFP z>b;C#e$EWA~ez z&IL%P>MU15$RMMlf(FVG0wK>^->h>UcEoMLOA*@Mkl3q24Qb7z?0mK=kY)>jjLmR# zc5E?9YC7Cd6J~cmLR52f@lRz(JZqIH5qQ%!&b#AG5^A(P{ z4KG@Gno8vbCL^;4CQWm!JT5OG6^nk7+yxa~K+v<}Jad8)SDp|3n>SLW`563aS?suy zxZ}&ebCpwG-C_`t@7v7#Z4}qy_1&x5FL6d&zCG*;953h@;wB`L_|ZeGpj@gsT|g7v zSYcrkYE-c34b8T5Dl90u1E_9=17CW(3ijA7N{7dPFLzS*7Cs4Q3?*mtmUsAPr_zN) zLUFYlt)dvmvs{gvSz|*)RKg3*rmXT)egwOhxw&6=>MI5Y-X0G!?dIl%!3bTutSaxl zGbe!)i6e6@-i12JgESgE6cwx8N^rbYkUT2;y0^##90dS?t%NivM-^Si7+hebC+23w4@c`}gs!gil&$(sw5j6dB4!3$w!8tl2ZrS>je))AjvTR%XGs>`ZD|qQ zTs_V=3rfQeq~5oRg=r^#8D`@xwHESh(&s9HC(jDfR(jmd*VcPo{kj&+MJfgKArwQ8 zFevhy>W~G__c>>gIlOV%Mg|EF9)>%vXuw>cnHBaBNP~GJvodA&W-@Ow@=JKaSGHxZ zI9!&SgqC|Zx@LBJn9Ci$=q|Wyjdo?VcLDw{<@lSvzx-Eo_1`N_;G(}0{iffa%Hu5i zqSMAvP!4R-7bvF|Rnm33`f4ELE6x|xrXe^(_xws6_ERBd_b-x5{oJ5|#7 z+#Q(!Kdi3O|0Ltd??#Kg9RhY?6M)|6%wPD_u2aDq(*AD0{s=Nz$6%ztzO zL6Bjr(z*_Ih)fUZNkM}VrYY^ z+OB?z%je|B%UXe#-iav3ulzAAGB2W&&InfalV6wBzATUb7;9_|k2g%51IA_kb$4L+ z4RUk7b{;ihiM#C=9?t36x?yix4xQVt1acOo79Vm`y(Jz4;?ECa^cH4BCU-$!)YJ(0 zu1D~9UG=-qtaop#qb~0DNKHoCTFz7i-s=%jQ&G`%1F3)0VPk^2kPPC+2Chc0Z8~`N9s|}gYVBOa^TP3`+vI@F^1sYaCTbftJUsj*X~KE+GgJzD&;5c z`I9Qg|HzvGoy|m-d$sH|>h0qZ|J@5|YeqU@qhvfg7Dm4LSIOA`k3GPmvaugY*L+t~ z)@O{W?2T^jDH*Jga>GzM9F2Q!!4AeP2|{wd+;i5qm;~Jg*(6yY6gKg=yNyWz2eff!CSiVSUy4#ZA?B2vA zrAjyMC?RyFU^>Reo4I&lmdB@ry{Q-g&k1#O^~)=M%4c>pdGUsx`%75V>{$&(5DsH5 z;W<&;p)C|nh-BP6Zh2Oza8_fhvb!Ve{sW=U9H|-k)liI%M+fV{A|AEk)mhIj=sXGX!l1w-tm|RWPoC&}q-74Jbb8 z^qEH(j6$ajnjPYo^Do=$r@gBN3YG^y%g%l4zh8D-akNWsl~j2F-)hUC0&p( zzk8n!s<%Gr6ufoIAfL28xjzMo&GL`Lm&hOtEH?D4D z3Mh@3QkBbInwp4&|GHR!7uivQMn*XPV8z#_R7QiadUktADxs$!?c9nt!lil5tiNz=#N>U9*f-7jIYDQ9QRNeCXZWGP0B1} zbPV_AvMCQ|-M@vA3P@rsEK8Rzpn?U8<9d+24+W^kw~-laBzu0VWV*5I4QyfvsD1V( zRT%sb=@-&tBDQ!CT!@H4_6`sS#d z>wD+Xghlc^U1XdRw{!*iHV4;Y{h2`7f6*suNy3X*6Sh=-=zQ7~L!P3|=Ih&ZRk`m1 z7dthS#Qx?g%l6KR3VHf&B2U-T3PhzFUO8X$NY^Y=Cfq{taC=4N?JeM%vKUlXjKiZv zm+2wE1+_Jle^{)Q#&8V-eEg!Q&QmaDDg%m(J~K$T_DAE5jTa~t<`Au2S;2n1Ah-T- zJ~bCtSNi_FedxXKKx8$ykVVtQr+$^$O8*eobAc(MpsA~_+}^zAOxo9geld%<@k;#o zMW(Nn;V7QOhR1B<7oE*#+3`yd8q#J;zKJV8v~U?txa; zB(hUb=u?X_t;KfTuj%7^%ekswK>Cqy+u?kzZ&LVsv&DvLx^CH=XiOJlsEC^QJ?`2^ zH*m@2m|^&qOm~4a!Mi=WppcNre$*vRQA!dL`o$KL*iMdrG(iP-DPF#MC1h)BJ5gaM zVdu~V{%js5<>ArfLK23Jszn$W$3!yqUh!x@2jHuysNg?E_cR?`GC_EYVA_HmOSGEB z0qJrk5R$Dju25e(5KIwosG~y$Fnu!@&H)Y)GBWZR|6-QdtMqRUmA!O2gJfjLWuI!j zTeYZ)q&8d15_1#_r(ZQj9F4S~U*ZO_I&BYwNF=%Fqnm@u%sq5Biw{7@Kf69(@;A;% ziHS|h<*gifW?IK#-2E>-=8Fp8lcK&H+R>8-W$xVrSIST z?hW$5Tu&l#uhNP5US3fnzU`|Gu+X#f@=WqyZrUIebs4XA2Q|p4(w-J5A&*JM8ip@v zdf4(Eyb)etb~!Fkeam|vyTIpK@y*w0skx^0QP;Pfg1-%wnp?I$!FMmVbew>E@Blo=(`Gf5onYUbVWnlZki}rM7taE_KRvTH2|{4w zhJm@GZo}A5^|}fLMqKo+eRWdzU@c{!55};5S7kLX-_x?@y_d>zJGBxdzH0N+>2OKJ zeA*I=WxJ#M$HxMV(CM#5pEp$AR(Ji-)TPkq2OL#AVs*0_-j94VeEcW$UrGcFP6SWe zWXo>j=j&dRd|YONig5ruol>jVebhL1yH@LCl8H)VJVz3af3^Gm^F`YGS1JwHYD$a~Y<0JxN%Ey5;($c2;A~%AL3K9(6?P5{9It>Hv? zBpPF1kAh-s{WiYKjL@;l;mhE>Y3Qvfs}NsGVuR8Y7sotECOIQ*?vYN^i3#xm%A|4! zUZPe{@DciZSI}dY@-znj{qO6}AQ7)P9@90IF@>M%a~R>HQ@!8j6^7Y_g2g^OYU!Dj z!%n|*S~#9usz_BHpzwb|ni-cfJVNhvaw1y~PGJn8J3~FE&)UEIXu2R*BJMe4t)x-e z4Qx6rVp3kXv}3xn>IC1@>wQFZe?AgzoWm_ee`c(c$L|q!g_37PGPr?%|=qoZLYlYMgN8vc*5DW+D_1>crhV zAcp?xEixQ1IwPiIp;)m&Y|7I+hysiGCUGq)lpK^YLxGZdVm^_OXe>6SG$m!rABlvv ziNj%ULTi!8-FBs$*x&biJkITbrJ{V%YiY@Jn}r5fpeqZJOmY%MHCF=J2^^@djZ1G8 zg5@Rd=z{dy&P%nJRP+LZ!bZDfDdxAk8c*eOp)sD?%>?wk2)+bFh^;)vB!_d=tnt=T z8O8Ny9e$V?801$->2=e~4VG~VTha;lSz1WQB>TY>6Fv4osDk&=EDJwk*Y{tZYfBK8 zA&)!FTgOecxq44@TcqGI<|1=hT$%EepUq)kQ{E5nlmSDbO$sKVlyjGI#ZRAn@M7B1 zzSpa}9pV!|V-hb7fRT6DMPK89$#eeGCc7J>1QRoY zHFkR0zb2}DvOxpy|FJhVOcuAd`t$aDr^SQ0t?QvDDy_zpfedpgW&eujk)9_`MYj&Ge|G@{IxSm^V~ z{m8bI!F6ZQCBTS-Qt*e-F(}VYqN;B(kPdwmxV%7Rg@#6QoEIzao^@wN<2#2sS!y$o zigJZ}XYq2ay6&2Z(G4sg1f?n$lur~Y`wyq`Q7HrIU#&426wEJsb98lmp<~$tn^&HY z>h!vufwOfgr6>kg@1>-@3*~M&`hUobK@2c}5NdS_oJ_Cqtvk7T``P1_Zmf-%36q#E zI=$A!I|=M3E4Rc~WVwfj!26F6_Eo1*&5gENSWH+Qp;~W^oym-L^yW&Jv zLpjo{Zd_cqVm%noP`t@KP=^~R&a1z_Lyq;d%k3HL>A0DvoB|ICme8BHM79F>_ov^K?s17m5p%>-}vh$ig zYW-8+?>M^e5g+&)z2#Ak2b-O#Mneh zTfTY8dK@tlhR1+3%eb&ah*g8N%z|sYLn0w$C@JQClTC+B#Y?P#_gqoit68BmhX_qec*f<-lhKrJ7SEN_a0e+P^lYh1SH2;t179JjmXar)K z?!1CQh)9McHTPT2O9!4mHZvjHeF(guPb5Rf;r#KG13-sespo4PkJ3FIN{MEJLz-HL z5K`l`w77We(b;Sifm(8X%-Bwij@7aOSu z&_uge`*@54=qhcbLbuC3SwMk;Lg&LMkNorJPnpaw2q;SO`)L}xWG{&|Ukas&jAsQp z_WmNBnNbX(c$GpRS!vYrMmgye!_>*L6|ki%aHX{wV)s^V*KsCRc;0#2Ha-s`Wohd8 zim9z_eXIY#a3>P0$rh^Jn2{1+#@>YGR6El&Kxh0tujR0qn;+oB7~8LVaqTxFd*sZV8+z zsIpWhTuUh5aQ|owMV$^{rDQ4qi9m*NGX;-H*51Ej2aml^xX`^_e!u^wYlx=~E>W$N z)x28uM=Y%6x_aL$YqaWxxb%qBOxdAPvRo#t_Qm=5or+q2#elg|iS2=z#Ls1zn&X*p zpshI@x%XyTS11D@QjQ$XN4z&$V2h5qOobrV7?KEzvRE)1N2#rr~Msgo*^2?@)2>tmDsl9$YzYGu( zpw$x-5Ozd!8SQO@@$CBa6W;BjJW%eYAcRf2%W7MgrSb7z!tE;((usV91$4-2bCw5= zp=}oM?3I0Lioj=c-&{FCm=c$@*@RqJc!J3VKTsj0!ub`Q))TQrnoQ;(GCgi`7U!2C zMiT3N#6l${m6TbiR~7Hu%#G(RMcy z;tQxGuyROQhls;2uX6?t$P&aF0Z}JK04s6HfOyd`S)af+> z)EKp|#oxoj8b&?q)sfBm68c?55Y$q?ygy|gDk0%3!(jUrVuP@E~rVi$S6!snMy!SqB@ZnVE%I z>yajBqdbw6q$ClbKSQAeONw27#EvsYM0h)2Dj*xTiC$yirHB8_CA0e`0Zvh`yv2op)dPP~=qfeMIvUW*} ztk}f3=|(Do-c3cddaIT+ACN1t0?F_6=sP~-;iF}%(lR=eeymV8VDk-tWN|h!UQy`v zt-t`(wMRdH5t;MY#huY!nz0X-s`SO zyuWB4RVe+)1L_;hveM*97z@#Q9j5-+y?s1j{~hNlG|4gNRGN<^CJERd#G<|+@iIZ$ z^`o6M?+bzFXe-ceE#VE{V!2i+%%NU)HM=(f(6lNI*w!;ylzi`;P=>I#=Y=SH0`=Ly z(6STn4(+n2FFy7CT85QMR2Ugo)B)-mZC%7IZ=psuc`?-T2b#}GSXmjfxa`7SxZ6g% zyVLnhCdL5kf!4Ab9ev3HGiq;xv5C7H4OJ7bhIKy=Om8fPtCWyqKS;qnL0`O-df9Lrtnlb@Pu{C_EgDq z&Iks}8@Y{3(@H>U5b}nPFP1y7>H|aFlICVZ8`e4?PXfi%f8{E+Fb>Ei-iS&3Kx8mAN zi8Aa*i|4-C8pI+|m$v>_Z7tr=OBBTy`n&u4nTp`w#7f`o=QBx3O>GXgsvJuzc(;ZK zy|cGd5(KNw{rk#Nl4=jKRsgTN>)MC82G^M1l~z0&;pYJVQ7Yln=9ZDqFz0BrX^Z2yEWXHDoX?wAuH5e0VVFoZHmH^!4W&GL12WtS+|a!tew5IsT(?`RE;4aG`} zfv^<1!-eX&_<3k^5<2tmx3#Gmyw8Cqfv9yEFrQ&wOgsOM&JQN)uI2{Z!Q4&;x$Pge z)DXvlk^#_0wPH<17E2Kq3C%!kG0){E0&FF)jFzmeAqyptHuOvL3eR@!#}WOKWADiv z19;reaiDuGlAHB&cWV4Y>iD zO^kSZC$Pj*{w65yRPmh7+|7?mjN-VcRUfK43^8GS@eG^a9a1N9Gc=KjeEy8Z;`a@k_z%1BBSK&KM*%UqglHxujOW)bzY2p5t(-01qP+(a zqJy3-myO$1?9_L*j(_hF+7Jjc^I6I^3+Z`2UI}@-JLh|TlS$A zx9DI?Qp&yVUFNqjIEy;bU@7g0Dk=UT#~3>LIWVZk$Bbf3sSbek`2OgC>Zy?!qy22R(&B)~lWUM!NFoGkPRbq^cXt^*K{ zlTRWD(S0jzMWkGQssX3m0kz2E%zhK`iNMzq*ahGtmDsa?_YJplvXJb zo$KXV7>#tt*45^|@kF=4(6*Nd*Mt9r{ov@xNUEAuQ^}S2{M3#TuRLu?t-J-nTtp^l z|Ga;wqYw-TN>>OeTI1m*_CLgaJ_I1Mc{n$wrn_B_f-|0;x*g2=6gCsEY`nR0RL2u;Zw;ZYU|(=+0aRC#4!v;dEe>4_&Fj5c?+E#+j+gqVl*o+={{2@ zWVCcXXdiQ8lqjHH$VKftUTXHYLZP0RDbL*WygFH>bl4hHtp^9uiJrdF33jU?+6<@e zcw}*fc{a&b%F$YDPQEaP=NtVKD|H)Fg{$pg_oOl@Cr+l4a3sHNs$%G;`EkZe_3+8L zcWSI8^?exyu6#-J(y}CQPLL&_n}7aB=8O1z?KD-C^HjE>W6IA?&+taQk4i|FBN^02!ub7e6>3Aey11h0Bx~34ccN> z#4Ox*@KsLYhaAA)%GY5?1T>33%}nW{dL&9=G-9<&1`{7h^eT70ck=(;ZpSCH*`ET6 zkE>FJM1sCAk+0!_6_*O2X`!*1rRR~u0^RZ_GeJeVMOMN`GA1U;ijcs-cbT|B1Qczp z`Zr#$F)?*%2~C{@0h_lu0ohD@nI-qcnpkDhZap1B^*thyc8w<|xSO(qML zE$8qE{_?tM!V<-em!b7(@pMCqV|(<4 zaWP&Jaad_v{<8mDz&miN@;QI~Q_h*Tfegqiv6^qDJXT+C;SR+^S^2o2r;()CUw}beG|&ag zzG%}?A(K%u!zkKaE#L{{%iimNP{_7X)dZ2JH?pV1# zB2ZNtZTi8z`BN_}!wTO5J)@i}v*OZhwEMm_>?QO7Z8i8J&+T5UM*T~QWLb!(wv;Xz zt}73i2z_tGBQ$e>hrN=}0a`??xDQK!=#t86IV@|c!_W&%qM2u#`8+y4`g5*SDrP!u zi5Xpwam!_aQV5f=F^$^!eE55l6Iu`u)d7q_%od8GWKJL%fc<5xWby6^a&0D~+31i3 zs1ouas$yVVr~s2X-ME&!Cx<3R^GCj}5BDCPJALI*RV$0qlbd&!hhi`=UVENPCL?7e z-NfAV<3MWd$LhVBoTcW5eth0ezZYZl!T&dreI674vhPQYc~MBs69X+_u<&-_Xt zaMJMsqJqt>Em=7^fa}w&RjM%%JM=kKASx-TQ0b}jEi8v^22t(NDZ!T+j05oH0(-V*N_fi00CHxbtTlwZ=JBLBTnfE--eT$O` zK-{y%tV4ONV!fRq3K|;YmDhltKNJdG6A_HDJEWkd5eTnY;Fk8J=Zq$5;;q7&$bP7+ zWPbpJpZRW=W)AB{9{}dp9(n=}6iA@OQ-TN}GeAn*Zp1%5xH;x|HcnAImx5nJYt5z_ zunrsN0Q4Vfw~NLb$EAn3si@Z|19!PS;W-OUyeO?W9}ldwF`dwrTfK4#NWAc(lg_M7-zp{0WjJNQ+epB%>@Lx_CprAKPp%YBx`k@n!c8l@HC8!LUls^$-=rika4XCmWf)ML? zQBF?DNT`73-?t4602{;Tc64%Fm3I2_=0|~ATCHX#m;KfEdmrcXEv9mlUSNZcl=UQU zn*3gv$X+@#Jq8%g(YRGW|-s8yJMm9jT z4%$Zaata801Ydu2{vNBgfp~+*h}1xdR(~B8nL-)Dbau+Dg7@}sw>gOV>C^WPNHSJb zExqH%zS%r`-;ouZ^sF_S$vo(O%_so+_Z^W|^yCL9BGnzl_@6%?Ii1LsU}*p}9TsQ4cv?AEhm9i%Y{r(O2y_3m6qY^xPE;S4-7)G0k9x8zC-UxJ zhOj;(BQj4xF38lf|7h<%ed4q_=xGIS(i zk=_7^<91-@-N90G9M-F-osItSD^Bu|f0(L4v@pG_+$>3788|uP0LP$CR1L_T^5*8I zOTdZzKTbz>__LI0OXsiHu@;9&HGip!qvFFqK4mi95XFzU(gc6?=L z4NXCDaWqU?_c)79uchFgUql@X#4$g7VYK-mk@+Q*wp8V<^*=IOM}K&@|Bad8 zlR-I>E6q~e13d5r|J{KTP4c8CcMC)K^8XmM{P|%x$YshiEVUoFXX^NpzG8*`eQ^Ma zN1gfHdR8+YcAc}=rjdqH9@~3cEEs{u z+h!yJ1bu%m@FqR~DK6fhb+GWqvY?EYiB8!oq^ZxDJ;UH3NeLe@J~} zW1IxaJz0EglrWeWnvDCNgaTX$Z0NU$+SyoIzc!)P;Lym=na<`Q0w&~$r#{1c zE!0RnhE=_1lv;F{iS1CS{4rdu(drf7*$({dqqaMT-1aaeMs+w|WtLhda$06K+iX68 zN$ZS_?|h*UXcg;MZ8S<-&VNv2aD38rk+N{w*;YWE85z$|xw`JLP{jezOG3ov-X6U+ zN}_D`AdX|vjv!nCJEQ%1$Iri)qi663sm~ZP0lP(7S8aQ`0X1FaPpoCP_##@vSeZ3- z@Ys_F?de})i-w%vY`KnP_s2iX=vJLxdrG1t=}Z9QV26Q@nK(L)E`LS@gTb z+HSL-b#tj*Aiz3(ZBwN^6Y;CciT^xb{If=%=%3Efzc1-0UmE5s8)ru>)Juiv$XH8T z>8H8k&@f-A8t)B7!S&WfoM{iCe0e}cz;)uB1%NknI9<>sLX`JO|E-A`AT65J=^rlJ zjZ(H&jmkF+6UrDx)S+ktOhCl>1G7@BtahYHlG>(V*&cN zw=(p|Wvol%oxZ&N!qy&tqQ~;%!hU8@mYJTv;HF|UB*mYIYXEi|M*;dZqyncH=%h{p z)fTfM9F|K`Pf-(PgsTdzUYZ2#cKFqn^WvII6QRJ$3&7}@lDX_tN__ofljq1M8XQsG zR-jM-dS5vC)y@v3`Eixv?BXJAcRc5hT#x;lMTeac*$Ab;xhm6-uV_MW$iMuq-lOB$ zy2zdwy;r)$i}-3XH8>5V_J{##;<>rTBlpgDAmKMp{sl&RV0*3B=vAquy7+TD#WQFI zE7iC6cKAMgQ^RP;LsC=W^^a_{x^y;UmXWYz_nnn?N^Fg46u#?~hY3J$#_e=~T|8gr zJ6COK>SW^EmuE6px&7?nPgll(eY*Q}*jjv*Lb#?gB`2ryRlP`^s(|Ymso7`--Q~ej z0=JWe^$EUN$`2qhHseyS=xLa6HC=2@URzxRvS}ozX($am?%)R-#4|xY9pJiGta`*42C48t25!2B4&U<|AVdxb~$e9&Jfz~rZ4i~EUF45}f zLDb%AYw3p~eN3J4aaw3njjVwI+GL5MycVR{-I0x(-{9LfF?c(>bA_7wuCCmIj!Z1Y z1XZrJrfTbYKvuW6HI#J47bwSi8xVjrS#3To-ft4*jlV`(EY2IBS5axdacRrIoqvt! zL-J3rt~fi4m(j+uTy4fHMS!Dnb`vpvEk6N(vojmqE(;DS^X};P4{4~VL}LMOvY}^z zFn?=wGaEREzz(6z>a5VpMNFe=X1mjH$a=A1tpu{`FN1=}Qlxl0s(|Cu&(FxA&&qr`o$0X#9^N4=KDU!0> zix-9?ztWD})%HIBVRjMUZcKV5>Fj=Q+>_{lCe!rMzi#R!H zK3$#o62zy<0c>`0rZ2Awirz6crL565OC_ zb}hS(7G&+e_21xn^l>>Iu(k6JJlhW^k*sE;Eog7uErEgN$w>=&2fQ#}s zrM6eK!lZRu=U$7){eIs3R_IQ=iej_h;p7bn|N0IX4=Mt+mD;B3c3;G+g2Za|g8jNW zU|#7jz^fD!Z_=RE9eEeQ$|-TwF3tCl;Z~GrpZvkK01!cwkWtMb0ChAYJLSN^HiHmY zA1O?>&kpf)?AtY5d5Rz)PNt@zQU7l^K$!H6%&aUbtkxjQB_~&N8QK$SiBr9TCdtLE za~u{*YKa;u0KN5%Y3Z5(2okC&A)kni{ib8OOarT4e)g^l=n94FtCBt-0*a3D$KTm8 z47lT=`?5IFEhqc%Z&Fh{G71 z_yqp%4F{A*@lso*m6?e%pSYvfw&DHD zSW!9m(hK^Rm(NU1O)pl2^aGg6l^GvnOSE~!T1%lH!zqQfaO< zu9xtVR?5XgBzUuYvnAdqPBe)P0;g6vb;6}LTwb~1F;0-@Lo5-N;A6xnzBgG}XmB~( zfl$HkJ}OfZjF*~fAe-bz-+Tu(cKEn}%J1UMak$v*Q)8u;%^VvO!*t9vUAmmMioq|K z1XcM6m3ST*=fzW-#G>6Su+4IyNSznEm$G-1t6;XlzpPM&}}cYY$B1 zLc7+Gin)87ike9i+%cdQqs|xO6)|T`8|Duafz4+G$!vG%PYNw8)UptCoLw>-YgoUk zyQ!=g>fon9!@S`XK65+v+($6>fhf?T4LA0^jWqq}&lx~3QpXuhalYO$95iNM3?uhac%t0OW`-Z4&PosdnCM-%g(COkZzJ!78Sp-$}VxD|dPem|z)_fTg2W zC*q9zE`}GM@4nlBOgtcl{knPbP8CXaQ`9>(bGS``KgrVVzm3CbEg3E7Z8c1Mf6RF9 ze7KZ5JkFa6sEnCYBE~0Oo7zb%V$R(FsfEdAxiC*^E8tESWk`08zTvxDFjsT^V#JX$t*j#^vg3I^y#`DM?Y8%e4zT;iBpA+NmBu_5iQi^1a=7*X#}+ zI#H*;LTbOU@F@izi)7>64o9U_`K`jDFI|}jUCdLsi_6d@jzvHVgY}5#9@k#o=a{=Gr3t6Z%1!#-Al8ntL{SF`hw zuFb`c*eqG^+0kfbu-5vMsX-+TGAhBsxH@wh6&)2NL1cUv5rMIXV`zRyJnxlj-Eu2B zEKg@6+C^oodOgYuWG~1?ZgP^gf}!9g)i%WlN0|E}VcIcK(Ewi+9cSn5xy9<+`a<(s zbI6feV}p6gqOUI#ea&}C(V%b96!gn{5U%j)rq6BmUah)DR?ClrgiA^GU@ivXsX67+ zK#&-Y4vnQcCn74Ueg4K=b>aE>{mnVdSzI)!%C8&xm}Zx;^=~whs%z_;65DpAuxs#6 z-}Ke%zhbvO%w4KSs=oDFK=OLj({NPXUC3vWZrJq};gIksIjSC?et6?hbjbc{Z#&wv zv1X`!GCQwhRSQVG$OY>!y*lxV!rso1B6At9^Xk<8?F)G+ZeZ~KE#B>#1FsFs7Uz?XEWC{>iI~zCqq5?<nQR1Q1J0>sXDm<2bMrUvF^9M+(~_@KzdaTaA?y z3+q~pgmTk^4X6Q(lTPiKT|bFu z3?f1!;eG)No6>P+crGaOX#iW+wSW#z_v6o6XV+}NIktx089zzc@ z3Ixmcv(V*Td!MYlOVg_YP$*AlT8=vS2QZq!DE$V39afYBMblBcg2F>XP)?eCeG%dl z6ZxqF-q<)mecm-Sitz|SyNLgdbuXE-V@+KKUf z3~wFG6U>ZpU{<+8!Dd(#zci8K%eHGMBC0JE6~1sB_K$DBJ@S@cZCGY%tJ~c}fga1e z0rjL?Y6sn7G9F=&^0zaMjoR^0Z}Qdl)f&fM?f`LTI*fR>Z5hqe2Qeiix>& zaJVmgYJG8+KwbT^t|=MZz=FKdpMrwD9|Y1Tus;PSq{}HpbPx}utu;}}Z!NbzB9(;$ z&2!xfmABfddgkVEQ&T~ga38(^vyzfFbe*Ytt*^U*9Ui8g8PtWU2dA0~s0b;A42fDi zn#Y{|wx;$&RQub}`i2lu!4;@-7T7D%5n^dL`nDECx&W$nJ%U0KY>Sz7C59ZeW zPx@EhJa<_KT@5hzyn$_2IJVxdg6ekXq1(y2Rr^kYF?FgMIHjbGhD z=I3T6Ucfe3yFKsSE5oF*TaCCo$r^d!cCjGjx>=Z-QscdEZsZIOr^Xn;;bTT(Ws8EM z?{(lh{QgjbY9l*1n#pf-19Gf!*+$cjuC#u{RH^si4+1DC>)LEWo517IhPX$FNb}7xyPc4uo!v+h z#qvwf%frP`hBE}nx&Zh{!RR|A?|L_-d>_oO#P6^X|s*5 zKi;oul`nDY+bkMWc}bucVdl$GJ1tE*J!4cC%gzo8vJV^Vb?*i|R6iG76I#~G<0p>qMMK<*0piuM0382wr-KGF`Z|2Q>oTZEr~7)XFN1FX z82ekpIbM8@s?-hy@<>noHCL+HmW}e4tZNZL2)y4XTMYQP-@xu+jg)$0JGy7v{a(QV+tvn3cQ?`?-Q8UZNOy+_(%qd(cT0nGcm3#=Qo6gl`@Zab_IJK>?zrFm zQys%0zH7}j=Tmde8?Be+aMqXmHI{PN;G-(1rK;)4X8GFKk4F~!DXSp{p9q|-k_2xD zY)!Gm%5X^etY$FuSS1I^Gd{pHfPL`C_Seo2BXr$@8eHa9vs1EWz7)T33Pn114MmIU zam2mz@v+w%S}W_@%s_!Gn5cP5mSSgK(=NM-85#x~5}G$cV9A9u_;9s}kXYOwVnI3G7AItgtj|sB zzUOS;d|g&Lu-(nj=(49@GPFQ!m1c!885s~cm6Bu(L0*!c;sViF*MVPG48%p(%v4>D zQlhgKFFVp0*Sb93ONfw)gn9Wx9e@A-cvt`Z;%;F;OqZx`u-_k^S}U`QZQJfvJU5p* z79$bKBTeGckxxDdWk%wPLuF$qByzqqy?$B`$D~qt2Wzd({o9CZL9M=~#t+i-b(^(a zqe2^Yn{LMcTv#DcDUVvLm~Gl<*Z0wAqEr7JXOw-T4u|b1R#5ds`v6)@-JF!hHHFl3 z_vZJ!>DtIoQbmS!U!=kh_t|mIyoTg~tyb&4!V236Pv||cAHLvUxlL|N+kImkj!AIb zW$ubdMZDK!foUNvLK--XP8#LW|0s%k2zsqnV*AKEkhWqw%s0K0mRhTb+ZWb+;pw$~ z;H>;f*!LWPs#Xy_Eo^OhZ76=%&w4P7>;dbc^AS~VHyWS+JN;3x(^4L6$QQ;Iksc}{ zFugUzn%7RHBJDg{4x5=+N3-<>1qO!X2~c$$8k+s{-XZp5^QwaNtuiuEPjw;~fi zSK;o?$kcSPvb64+`^K5!(I=9?XfM=a!lR->xNWaaYa}F-o4M$L9r1#LSy^KZ#8v%b(fpU>-}YhnRf81nGa!?V^;ygZHO*&p za1&_Mpq1xd=UbdD4v_tG9=ctWY*stQv40D;xGMAPY*Nejgn$~(1nNAbN4z9;L<~cq ztGYv+^spQi(zp0Q7m$PK=jgjl-ZfSHdACU3-aB=@s%!bhu zBr{|p|KP7rEHNv>2|Mq3EjhvaXou+ht|y*qh6#Z}QYlnds1y z_0b0@@tgN1bo59?z@E|}=a`)uF~~m{+G}|e7kPq;4^$Q{xq?|mQo9pwoC)gub9!E3 z%NLwrPlu7S+aW67mGt|$n~r#ZIqVKZIQR4u83I7?lkQ#KsZg*>I=3Yhs8YZ8lwEZ$ znN|Z4$Ta!YE}g(=fJiLt(|sy9G=ACn(w=RuB;DbbS7(O2x9rLz2NV@P=ly|`TcH?X zU!fGfdtWhJy4w&BV%h@^pi!!_9Tzqn7elzq5JGi9DY$pUsU#xaBoF(l;;XKjIQ7j> z`>i2^z@)pdr*fAiEUygW2rvc z?>29%`gmkj_u}`YNI5wZYbBtmfZtS%jn1;y1(S?phhN(Tt0ZG=8cv;!mMX{hKbWTP zY5onHL+B_;GPK11+PW>wV}HR=XEBY1a=Z%j~cWLW31mzu*EgF+J>Cj2lL<@}&pi&_;;s-bsk|mhNr?Jkw$K;%kn-3eowWD*o z*0iccq?TssR_wBSKF&~O@kVfoA1WlP)7@sVCQ0WQ(YdUgalHZr*fSQ1l;_1(UR{X%pb<5?_t`uA z#*<|`27vu(Ok(zlp5lVh3C>|Fs8Lnp9+B^?VpWGdiD94;ADk^_{c3;S2FB+F)|4d3 zL$Ohw^$gT0?58G8Ws7)qdw%%z2*rg1-8Dx8g5j(+m<&ZFakynP1>`M0fg?r~9ydq$ zj*szBz)E&rtE~ro8vt8;jk^XWk#AA5JGY7PKbn2s{Z#*tR?-0){Ammi=Q+w-1FEW) z0nU8Lp8%o5jWr)gQ?5-(V|`mVYqS4(u*1P~(Y!bufgBYT6=y)nmwCXEpIh>>2YMaY z2zF#z$giobO-Cp8)dEALZ~OO8g|4BY?^=lSrCQ-(wB&x_PQ(IkoeWDyo%8crO6W2p zJ5WKpbw7Vn*Q#<2?c}N1y0M-Qosn@OkIEtXDfxRnJqA*(66LN?iJ@DvU-La`BjCQS zC&fIWPYHRCVV?$YLc~BKQd3dcC(rC9y)*elpnSEA+p;c&dsH-cJk|VzEVROLv1tua z*th%EZ64;QTsmraa@kJUD65=kX>ptHtH0iWA`2H647bMhE9!bvrl2o;QIQnlMp+zM zgI#C41SO4fFG{x<@tMu}{5c&>kS8L|&JF@JLJ=|Qi@aFr7eJI@_XTG$O<=Vy^=HQ^ zw{?XUmW~@bE-vax-xAw)-WcKe1IRNO4hJVVaU~r%JPx{h&g<}(ibmrnkg9W~6zk}* ze&cZ%ec>NzpQelHwWLM5|e(Q)II)ov*Z`s1TsSJAsKJL-A zG-e;d6$t?|+I$+Ak5X6!PM;mCu|Y{01Lx~5CjK*yCi_u=oqkn)!{EieezQGE!->$4 zPku^g&AiFg%xh_koo1Z}fvxTNsFEU(o|JOU^}*uX-$S_r2e?=Bxqo|+DD9y7?^Ygu z{Lez?qvRWBvGHhw#=G8MgsWIj2(_)}78i?`N&1`l9d{sny8@WiOIS4G66rn9Nh&S4 zyAfcZL%Tg20`z{|BQQI$ROpL|k*i)*fNhU>)+B37r8#{x{m(8%q=MQnX?#1S^tcSo z`^NdZmT?{iNqNHLlpsGM9a1>#8nmwcNf$wYgQ~rf;h(wY3sY5n} z5mC}J;MuG;qt+kP8LA`X3QZz!4sA}IA6C&V>@<(* zM8JJMt5vn1bv&BbKyWOCQn*Ty1(ivKBB%xi5et5@bJg7BHxdZCRdBoc3& zz}d)VRl9o5`95`#nFJ^B1ip4Gi|d(N1p0Aw9}~+Z!u?0fRUp8&o_W=U0GrgqeM39E zcfps8!qHh!b{St=?GEmU3vgb*{l~L4vW)CrUnqi~KTwgUqv!do9~-wo>J*%+RWo4G zsluHs`@)T9wg*ANMzfwmjJpwjbRv?8;|1ReU7g;0)ZQs$qc^g!7-nFxs(lXM8QqB` zx|sB)tLYU49$Y){cQw6_@ee@i+S;d(3=0BleUoA01OuD~}x8g;J^*l~eBN+FV_r6>xwA zSKcaZ3IlX+bPlw#m=JjUQSV*Rng+2h59lu9RfPOr+dG$7?bD$Dh2i)!yst8xlyL(v zhCVhIKW)y^uFUq(tChzQjV>04x(}kOh0g4A9nS4M>R*72rY8;?HmfH~`dSYIgh+y! zU_NJy!APTpt9xV07rDy} z_0he*^~Ly5CsbEeWmrwkSXZHd%?`H)fw}a-iQ3QJNl(|@DE{O<>t|gd<6_j9)hcA* zKUDng4=4JBU+02wQq3tibPfQ|y$d~@$|eZJ>RXj;_k12SnSzB8+V*yHPc%Cp(*v~z z*P<}!E*|Ub);^QZW_W?{x2OuGfNC_z1$FT`J$6C_co+xKp~QM}*C`#7E2DJV@4=>~ zgo;%XhW|bI8^8i3NU8{4oL7)O!2zjSqDFKv)8F1#*3g=&6}{*kl2bC8Ib zZQSS3cFHT4%1mF`(`|J8@JpZ>XaF2!yhisH3IyfSAJ~~|WBURCrT6wgch;nd&vrPx z;`eA%+f@PBOj8-ed4$_Vm!tK46W@1CKYIs|bQ4%S{ut`-^bXZ7Ia3Pf2><6i;Rm;c z2eIsP1XixY`O99$3)~JIC#|l`?CTx?{;sl6J>Bj-Blzm58)hyFj3i)8d>-+Z2dx5; z_3yBN1LHv^f^+ZD^&t|?|1`X_uhg}3S*?B`%qe7R>Kdu>;Q%d6;X}ZHf90C>693E8 z@^B4H0_{G`jCv|P%f#_(yYx6IA5~NVBrY zHHMqHU%_@PURHu{2Cr^}a*jNy8HV2d1B#W%z}dj93pr^pK40E}6zYEA-vSBq>P~`F~Im zpDiKs2Q}>70ZoTHlQw=VFjCRde%CQfO*d=9nk|2HIfeN z;hLzy5!4nH-IZ%cMsu>0Uqdwf{_oS(gDxU_0+4*)67QJgco*BW#493h zc#je3H7a2#OepGMs=T(fQ`lYMHMO)vLT}1D+w6>Z><<`%SVpYtI!>p}@CbQIN zHWE|A`WbiEoug%Fmk}mIZPUG7oa)k50SZR1)V3>F&!bM87|udo zcbz!!-fJs#6Nqr%Z=lYa<1#Wv1zfSV$b{=`zgy&T<3H)y7#nx{WEJ1O#ud?0`K>r& zU|{e_Z+(orgo7L3?>^$srqX|MSdshM`yX|b_s1KGquaH%X83|pYBgU&C!>_a2L*tk zce0Q`l(BP|N~)DywokbXTHPU!W4bSD8ViswMsV-8ll$_rx$A{65|$ne+!np0njKaZ znp)AvR`V^0FeoqIZ`qv}yfm8(VQhW2zWIBBjHmf32D!PoLWEy6yMJHZn;kXL#-yb5 z;?QseoGkMl)P8Ml$R*Enf2UoRSEHZU)Y5Dx=_4VL(4;Bx8SC{m93JlwtsM@Dh?SU_ zRpY*9s_rA?T&pL$YYubz&+*HxEv&O!5F#e^_>K|Q8_w)ord0;KkIp)ilaoL;86-Bn zdXU%so>?vvEr!E!7TV8BaVLslI}a2`uy~ie*ed3mk^~tWONdJ~i>x zE+wmNm`MGi+s;;69&Q``&OV#Jw7c3y09I5cJu+zY%r8TGUL8QG@`QQ}Y_9s6Abf!G z1MNC`1^RvBohFIiJ?hCaO4yvX{m2u6E3pY1{NLsGGb^~4(aY`5aocRQNysqmIjhN2 z6FQ5VqU{HT0YAo)0+;fGDyJbUT1ugry~Upd5rj<23zgcnnFGZd%W*Fb(L}0(W}UnUQv>{;xsff5Xr< z0e%k0>greW-aro(vk8|y)uuju;kAUTCFicym3$9eg!9jJ{Th`1q;osp`eQ78(;exLa83=_43 zNE1agKeRbp`RIsmb-$|s=kAQF&X7K^2y)wh=X98}ay{fEf&m?)r>e@a%JKvu!=Uro zZvTR_$@Mfx;v?U`>hyo3dw=0Fyy0N?a-&+a;Zm|tHPHSZob79)ed$ZyK7@{WwqI?i zh-ZOTi|j=Y!?4V=(t)yXKMW;zrT1csBxSob5MjideuryykVd$+N;Yth8z09n$B4YK zQ~ri4EDiT3FYjFUn`zW>opj4N#8`-716e|%9lIv~CU!E{9!54HnNEcI?@M8*2+?Ts z9VZH#!5o1ywXcy)6!(;hs^7Q(RO0~5@^m8*bwbh_mwOw;*j|zx(r$M%UMEtkK41C@P%o8nYD)#t* za{Gx#fPB+8heu^cgvMlSV-P`^)E9g`rnw!(KQGkvECy_&w-VMw3UyuPwfQos`+L0E z`pUDkVs*eqpJR>lH17Z!)UPzoHOb9Q%(d+i(z)I??xO{7G(ggYRQu%xL4_((klz!B_hr`3i2iLZU-$H?C;7U>~Odt^O!GKDxTn%jab@+|i z||t>rs?tgxOX~Q-wzDI9mA0dgfbh=SMXdBOhsNZ{ldJk zvVQMgmkbW{5jExT;5r9fY!8b(x-c3I)vOv_Bs8;F-jEj=G*bPk(EE{`BRmX`MWg5! zOpaEqsvqX?hm5ppG@ZMWudg@)0pd<~;1T2YeG7W$Bf8ec^T%8Qe-fWNf6arCv-H`q zEMZ|#NJ)o=&!y-T*na?$-@qtDKp|>NFn!^;8nLokX=rx#Ljo@)RL4s5whC|0u5PUF zcE7jzavhFFnZ!V^=vuAeV2|}P}B`YVtV#Q-n_Mp04i=bDXKomyeZxFfc$## zXtWq52sEmYErEfMI&gU}&T4r>rw!jCBazpna{0j>Z_0WiC0rqjdYM%UBTkT&5WOae zsz>L!1Io)8*QEXn9;)F7&cE3$y~HL3#C(FtJzHPbR5#Lu4AJtwXEHN1ZsoEms{?r3 zND^3hcQ6}~yAgXV1O($HtA4u{S)aNgz~6`LHJ-N#URF9!$gIv!qGWc!1)qJ0HSMTD znY8X8w|8#X9db{xeBFsGVK?;-F*Z#N_q40JmiB_-v#ml`5X0vBm)Y(_>muJM|&kP%s+M8h3gIb}Ot z(q`DxKy+5v@BM$EtpEM!{d1tVupmmF^>-7rCV1X(1_y|urwR>~e9dONYm|KN2dG&a zp|#B-1KDae5to>gil~kJ2|IU02{KIVbAuFm?*wBeeCLcGVP|zQEYs)SiG2+N55iUM zUiWb*IYz^eyFVsK{(eL5zCeXFH~U4_W1qeze`jxoZap$o?Be(7Mw6R}oVlzY*8M_Uo(FK?M2;=6Ntqq(U$@*@ z2!-t7;{fQa{RegeQ;xt*)q5`0eB5em+Al670+0cZUPEj}a`V-zq0~9hzQr5(M(?1) zA2hnq?e<$XNQ8uTpA)o?@+`dv$jKXjK1SbP^ufh>BMt!5S`UfuX`o=}IQ+-Dzv>E_ zKLb^j*Sx?A1zqGLDk1dkiSPzl&%OVZ6Oua6BaHql#n}9YQeR=svGHh>Y$RPhug!hMcY4B6-`TXtm5@2 znDoYFTkAa!mt0)WwU}Zli=J9txPf=Z$OV?kE`I8Facrg+ZXI}}fShXd2S|=h*6Zmz z<5fDpEv>LL{X-OycKBr-uShg(QxRA@93j7t_E*ftRM(JDR7f`;Yxq-08G1#SzZ+Db zqZ4`i%7bDMCIbro<%=#o312TcPn_?=>Yw;;_zO9PD;%DBziM`DD5MPdQ0un3sMw_F zG@JyaIcs-AH7I)a80fqqHV&p7A18u;Qa$e}&)jaP`7DoRwid~@4-4&0L^zn+uLH(JxPF6sns=6mMsC=IW7zEGCb$=T z7+j|U2wgd`3@AoIcngh!p6=1|*OJQ9rAXP~z6pA;<8K2$Deb+Wu(a!QhlWj07bdQ# z-TFBD=a;L)l`vZGi=J=|qpH~JXm11@9}*$2pdM=Gu1t#EHPKE)yPBVP9&C4e32*R2 zj470&Kfm_^a~o*c6Ge2pB(ig;KmZ`p4VnG4J882V&rWxQJBMg{9K&AAmSV zXRvHaD4*G$-4{UKHwWQA=~r4m$@sYHTfXBt#I>}{j#I*@^TH1m+LkmrbAXq)*mNf{ zP4#rzQ;oQ-h+bKmZRx|#&JIYw{FsDMV$u}kS%>WoXt#3pyR0{ zxA#Genq+3!Sm^kDKD{WR6w(UkZ0v;!hUezx+Y6KLyM`vg)3_}MOP}VvNf}I-VeO|| zNl#aO!P-c7uSaUH9nbyi_sElNX^BG*7Ab-T(SmnbXYLo{h3o{lW7 z!ApLz(DDhprT7atcZKLxb`4prf&LpaZxmS@s34ll)nwoMQym$TuzB+g6A{pYyg+kB zr`YacN~7O~mq0(TvYdFEkVf!gK*H{V@%s8QGM=|S8AxAc9c~U@ttyHv?*OTQTqrB~ zR)xPn*@#zZ->l^j)?UssXrROpVKbtGtW#lcQ++a^&=HoaZ++0FEodutHs>daU>DWpyE@s^_ z9S-Zw$6CQ@0g=qrA}7$OtCm=+)*&5D!{Ah`AShXpbtWxSH$~w9c5RBvEWkdU_ z*`m&MXndY#o(AK$H_`_Wxj6>&wOW9^B@x_BFaD06f=3`~#aMNEyQF!ZY#SF1bb{dJeIj3;b#JRkPc;pWAi@j!FSr>xBLgAA244#>SuO z7r*H5ogb;>t!RK^RZLY?>RaM`EtP0`rOhVgVzEjqOcN{pb9Oe`+-TX{>;0{;`Ye>b zz%{I@#V$t|>*-=G{zBbh7cNUer6z2NM(HRJjI`eWYtfH>_&zrzvNT67RT<&u?eD!D zAoWCVuJIMlV7tR`9id3O9z&x-*yH_!j~_N54nc~i3QKrFAebVx-@S=su{%?!0yH>x ziOq+-zow`00f8f&LZ$#_s8o@1A0o=pVmA=wGLwCM+PHT(TS-Pm1p{mog1f(%9GB2L z2`Vb00k*XoGTRGe8+HY>a9l6XMuvx*j4zSexw^v2%8s07hBAQxL){t>G-B12jtMZC zhf{xC4Q_!^@NBIMa;LZ-1=uDG@+9U(_dCnDxw`ti$|y;k?64tVKFXWk`Df@g5J-6$ zVk92>Slf-JefPs4)(lM7kKk@Et@}R5mHo;gM1Nvu{6}|t@IK$^Qm2XrjB3_fdn3KZ zRr@53&zDb9XFGebh#cfGmIyUSF07%io`!`!$Ol2W{G)49f6JoLg7StUg|?FuJ37vW z#X=FcI#(#Tc@HIj7MeVXZIpcEXHaevhn&J))U zkfMqzE-pGDZxfMry;V2%o%!-N=4^+W?ADj~0hi0fjXiRbb}T^jGM;#cH|}$K^2=`p zEdib>Vy^y@d9GIg4~t1Rg?@6nt9(fb4rfudAqg8KK1ss@B`Yx@X*Rj6C~ z2myiO?pX$Nw|+IIf?(pP8N!Zmgh%1#OG0X-eWqYd=-Zbf}hm}TS z6Uqi8nf*cTG=~a(icmpkkt^7o><%1%+=`Z$B>m(V9cHid=h491F-01050m6o z=T9OGU`j?Sb@Is93S|Ujo55{pM=2{le9uHt#|h3+>>AY=Sk%<9EA?;+e%-MqYItlKz!n-!=@vFMlisDmMRTql?PTUqe|7MOUQ1TSH@I;`PakgcLOz{ zJ=dN>zxrP1{)`M;4Ak#&d!u|TS)g4nV>fh5qoFD6`+`wcR^Hh+PpcyPxlT@aG~u46 zdh`*orC++QhRn351=}w@Cttr^+iv6(sc~5P5D)3QYKtm-k?wr>xWW&g$D93r>^IVL zjR{f3&l=0o5wM(=p1+P9)R863Kd-KK=S&H9Q_f@p!REAE8 zD*e|(uNdDsX(D8o$mnPN3kQBv%tWh;MU8;V#)w#i_;QtIWo6q4ulB00iY1wm&NXWF zE$|O=+@Q@EWFICLPj#Im`n<4|2(mJ|a&QiB4m_Fbz`h(+MTsKjhfZeF3nXn&Z1_C1 zF;Q;m`O+#XU6Y{tr*|0?$05SJ|IKK!k1?GkES`Gnogd#}) z(|Lf6sX%>d)@NV5{==nv*|kl_O!wCa6A<@s*Eb``J7>)%H|$G^Bq-pHl+QTFT4~(i ziKmzAwns6_DFF1c4^;FNWkFbx=coE@>goB}c-K=5!^t>Kfzkakd`#>Yb)4a?U+J)C ze6k)l7XZ>JWahQL-UHULM(kTUU96_J{#;SyE4NtZ&fgjxm~F6X^Tb_Z)eLahRfmrF z@3>1w8a!&|{lcdkZ5Dr>B&U0!`!2U|zUitIqZnV*soWS*i225RNj7(@5tM``?IKNgTn?yoU%E6Fv*)R=O z>FxH1omVOg3ZPM;r zz1sTvEtI?W5oI+UnRp3zn8o##X3yCkphc}JP@C;#A`jHEEt78yO-;Kl_Z7IP&RCCC zT7(++8o%%7#Mi4y-HO2eIB)>U4R>N0?IlP6R{M$E;`|c;^ z^z792$Er6A&sM4B;NQ<42Zn<0@2K~=3B7cnbMZe;?E?d|f~y1V_-}x09GS-U!Gw1X z^6u&$+aGmI(!CcI@4sl6saVWdDII6AHxO%wphDR%^<5=ZtCYE>a@Y>K=)P4ioZB$9 zBMzwQgO)jrd?y%-yV!cl!mLvMMI|R~slzIGp)I2F)YLwcEpuU1!Tf5boPYldPKARB z(}pJ1584q`eb^l2q31H*aCaS*pX14L@@8S1PL;#RZYvR5hy@pC67iNLjKaiSt=v{8xd9{q_(@yFqK6*h=wct4B39^x}*^08g*18COI-t@$1K60SrC2(cv%PMr>CdidSPlT<``j$`IeAqem?l^1 z(of%P6j=7Ui{TrMi+z+yOtgM{xYpS({32O!uz5eEV)pw~*e%0mca1DD^jN)Qfku#v zOTI!+W+Kw>tet^%JFtJX63d%}V)h}Gp@uYBAQeoRJ$?DcA}Qba4JY~6xD`V^Q7_9c za=UNtJy||rNK8Vcmz)#aOZ3IQ+sCgfq4?6Rk9e7He_Ar{$($w_Zc7N_%3IHOHo-^y zAeyp1-xtCOSjItHpK=K|@!FQ*`m5t7dfqH^Axltx{%4!m4zpP*x9bhAqoodioiLZ9 zsc0=6YC4I4nYnnXad6o$_0j9)#4DiDp4evrAFS-#8kDkS4N)?LL$+;n!_miA7povc zoZ+LBV?-8nLuSKa`4jsx0+uzJz^WH z4@MCTinvWe1}#9J4tKnsUPfj8a;tNxD@1mnM^oKZ#K(;f!l*8LxXv5DJj#1FOS%rA zl&^PoFrr;uprD?sr3T*~Tx^2jd|}jDK1odKIa~%DE+_6r#Ft-KJa;OUO*z{OA9g}B zXBFolz>DqSsl{3pQGUA~3&D+~Ce{FO7I6S_W%X-hEsN{e=M!w>n~c6Hz#)@-AJWn=`b4%0&3Lzj%Ll5Cx*ey(p1 zq++5mfPgO9QGLE3hz;?=h@#&yeCVJ)&3-&HZu678{Krbo;*Pmo2mSOnteci15}@UspFkC;X;A9kPxLUfK~Dam$Qdk&@TbI37J zc5xEhP~uGD1abPAG`I4wt+p*9-T48IJ(+Qg@w&dbaN#We@W~Rw@%)!>U>+s&3so}K zPGS10EzZozzMCyVfIig(#=}NmsaTww@QE+E0v3N}t*@4`;|W(8mWK_3Tm3{B z586kcz!}e=yB_f>seNufZ}*Lm3jL)0y~UVoI)bnZRJ9wQ>6>P<2(?N5#cJ~&{l#5e zec7%Sy;x{L#8T3ij18~%1^R&vK!(Qm-*H1vc*4Ns|E)i zWn`lh^{T39H@t=#G|IH8J!&YtXU-D0_`l~_Tl7n!++zAdw`~ucrf4W>suWC&H z9TA6P`@G*`rVN216g7wwG|`GoZ4M zN*vh{_lLMI=>KeC0Wp$1mMDWMZ*#x8KC=m|0t{w zA_q&V0%oGdZ9AQ))ALgOg*AeRU9}L(uVGd->xq!)$o=TP(bhz(?Sx+0L;~?Tn&fwr zBmC4BPM10weSZ0EmSB}^U#CBUxUA|U&M+jPV-u|{LvDz;Y!cCJ(*XdBg(o5+*9jc0jm!rMIMCmy;^D5N;EW!0`>d(bdioD zL4kKfe-DlSeA_`%MIfTG6FIm%cAMaZXGjiE;Gj0e{`1FwefqzCQ9}Xl5KX=LZZ%=BMfTVpC>^;^^hec7A{t$xiyhZ{0Uxli+y^;~ zIHV5gZLOiWK2f_$gVA5Xx8D&O!5Y?2yObFWFeg9zjPj*~I zpFZf$uVygX757h_>rY5>Y-bNWmy9@y|KR-!bQ$xOo|Pskk_lnhBeXxl8a3RT9HteR zK#S2tYZr-!odUw$&wh@ThFa1pZGIOV?6@MQb9DMnr z$XaOia(}tI%Ua5s*;06MTX?)d_fz4qTOlvh&KCZS(QVOH@xHKJt)Psa_g-7Gzw^E( zAKL;b0Uq!EWcm(M##8&QXL6j8$5qBwFhSlmcXb&s9VChmKqnt89{l)tR7(oyfz9K4 zgN8&PM4XcDO&m>V5|>9_XPu72;`G7596-et1%9_P5ppyeIJ?_?=7U!kiLW*v(O>j@ z1|~5fXj4QRmRbOtwS^lM1-*hoBy#CMDt2Ogr&u zm<9z@A1JAg^@(%f8i5CH8LHMZYDGmkQUT=I?&zUZ9u>s@>eT*y1^!`#(EN49I%md0 z#)JCgcZU@u!;_RIU!%0RN5aa>ITbACbK#NR&B+3Hves=#7hb0zEV=vXDB&AZwb__9 z&CfyU#v4H3X+DwT!D6cQ@^nuMaDsrUsTo73p$Ew8nUMO5VTR{e>w0m)Ew| zfl0X+hk;=<)%X=V;vKtEr(sNcCo;imt7mPuP|$clsuo$X7p@sKkG&Oc+m~?ODB|mN zoW-K8KFRlwHzfXvBfC9-E-?RqhJT0-rA2@{AyRMA$$B2~n#0>?-rM_2f7Jx)@YbhM z9aAkY^j}5jkj+280dBuqXhPhkpAq{<>_Zy^J^Lz;*>E~MiP+?B!b+U_S2zL2w#*j^ zaoC%=LN%~|@%1SF{{CK^y2Z+28plONGFog<`W;?F8yp29%?`uM8H1`hD&&8W6#xDf zHQz+c&1u4+@nJJFGh>)Zp5^{Pd#b8pt*Pfqz_W02P8SrPb}+5PyVPE?gW3fF?~9xXz4(Kvb40cb8r|g|2;Z=3G7__JTp2udQkD+ zF*yT$mRCa|jVhS}&QQRi4nlhNu#2p+E3)}M3CLN{r*qoXZ;r#Y3MyY4F1yF>3rn)5 zZq3RQs|R2byOmqEY|krH66JN)@Xe)aaZ8a(s1U5WPN~`Zy$9k)>2N2&_ItS?0~p}J z%l#*}UGoZwnzmgjPcJ449Qli>oSWaeU41mgSdicDM_DzWcHzL9m>tW zOu%XJh1A`raX{xEtY#{xVo2tschV^&i_S1AQLa7R8RcEbf$bzNdLh8q=vj5oPGl&54u33mI@{!7F*G4~)H765F(WqcI56WAJ^{9WY853YKW3!HY5bye4wMg=1eY*h$W-Vx&%kngLg zQR*A4Q6M{;utQ&#Pp(we8>M7)UXtrksI^B-49%F6NE^j&EinSICqraP<5(Mo2>*T? zT}P3{;R1~C#v*lea!U`Y}PxdW)fYj4+@hTP3VHSB86CibPHwVWU0TvK6Qj`Jlj z{J061W@GwLS9fIeO)1-VL$w0UbhH2Rs_0Iyl$-D=Jpk+ zqOyiqPJ%YyBwhEC+6_fjG%p{e?i`P)cHsLEv>VLJqI1j^`Ts!?$|aMs05d<`Itf z2%=r0msnj{4$29;RV#73e8er!25iZF`)+=SY(B4nsf3oK`UbcSZ%&6?t<`{R4BwL{ z(m=F6IV0loEMP%Vbla{oPU@!jB8nBf? zpj@>WL-FWP3~9(~-o)E6#@gUUcX2nwivNLU_N~YBD3HOYgA8QF@uZesg|m1S&TZxJ;KM33*Q=;q>=q+JNI8#3;2Ma9U=Dmy$=%3{W6V} zCRGb{8TS@_-zQuZ!Te~w38j_mD*NCcQPF{V^oR?@pg@O4XF#Qs7i6oYpXe4xTg#>J zV7@Up>0A{XHsja+Irf_#ZTPA|&48zi>)7K!Ehl+4pGBcy@PoV1nHm zQm@B$u?B?&rmZ>_9pIne0e+E;fvJ<}TEwT?eODSq5n&Upb_X)mN_~8Nw(v862M!nP z*z@>w{R>qq8^Q^&h8kK~LFu)A2!#+S+UwVclT`fMFueW04Z|HzYjX3lIGuf1MO((&^#EB9`dxqkapY4^Z!aE|9A3|FB~krG zQGz??3qm}>9gU(jJya&PampeV+utpzx_aW2Yu%U`h#}W+uf5f=tSB%w-jS1MAbL>J zj)|!O_k zESCKe1;<*NDLvTah+K6oa$xmrt1EL!7%%K1P0pzn*nuhS0Vv-lm$4O-Qmg&JI}b^My$ zjm~)}QC|Q%x)gh`H(5U_cCN4O0?PUMso~>{^Bboyl$%OyLP8yN9MB(mP#uGI+RWw% znAIad@PvYGn7X=Qbk>mVL{<-$oR=FDP~@rM&boFEH%pQy^G1Ca?p8Vd+BWsf9ER4` z@UG9^IR>jIF%RpIPmPCQ44O@Gq3E5#ILThow0bBqjXrg)eJSn7&90oh$rf-9>zl`Q$e4c6zEiJ9H zSBmG4_N0Asxc!$~xD@xt(I`k7i^J?c+9yh=Gkz1zEB+h3Sgl%3oUIvUbL60a z8Rn3LXcA$E5$2~3o4pPs-sqzVuKuxpWM657S!VtSdg>_fa`f{R4&x*{^8&G4LGUNR zuu~ocEE+KLYYE_&Ug~*l;N_h)!)&ULlgghYp@LrBoA-H%Ftdx+(>*a&$fL>9 zM?m+$+0L~fFY(**q5N+BDTYK_V)K^A?8|<|w>&DsGtc$-pUh3upu%CfoC-l527d%k z=l25S7-tI)P}3I| zliar->?uMqFfx9w1p&e+N{Ezpy&HZ2A-x_;w<+a1pjWuDbe@RCF zUAAkefyQS2P5GyMvOlJ14vsyR?}TH%*B}iYSX^9e6RBtoWCfx3vYD+ST?sRr8Guf| zUYQr`m3+1@{}~}8yHq1KI*NdwpRVPIbLryyvic#guCi=$HHGq~Y(CuW>G;wN#a`n= zY<@gTxCd#+fe2V0%QeVGDRfi0&-twWWLI|g`sTeA_!GY7+Fg@bP;Vid-lFSXGMA#0 z$GVp;{^iHv!_r`x_ovHxqiAn)k4h6F-L;&3a?~=j&#EGao`{D8GAt61@aQ6dkmu*) zzY*_$|BU}LNBs*WyxW2Le;E7b=s5T8-z1&1L1U+}%?6E~#%`>pv29z8ZQHipSZx~H zHt&;z_nz}!tlwW*vnH9$^X1fkMw zTi?VLv--TfGVy+Q0b{ihzst=S}|nR%(R zinqZ#(3?T)3?0`gtY}Tuy^)w|+EKRxwme;;tT>sAz zB(QzuN_A1NvnLMN0M4^=av{|-goxWyBv4K+>q{hdkU`A;Q=={H>YE4oTOfmM0z1EA@Rmd`1nw6A;&2uD#^131iEL!$#5_#$tcoez?FrdvKR9DmD0RJvYc?MNI&yR7#Oal3Jb!dQ_8&rYKLu~AgR~07yJ1%cWGp_V>JlUZZF2%35 zKVn3m>U!>VVgY|4fDnF%38XB8u0D&i*`WXX5`T^4Q~3b;NNz7nAR>IS$wo_i4 zeHe}FmUkyBBkDGp$SW;wl)FoHkia>eAtgeK-M=%Q9e3?~{@5vK@U5h4Qs=MdQ%7lZ zzJR~gYJ~uJ18W;NfR3;gKGZ9jrI-)!iDANZbrK?ZkIRY&NaLxM>kUSWE3KczPbtdM z4hB2e%marMb{N=}&*aT90AT_^Qu75&ti|&r(z#q7LB)!uG)cLaw+R`dJ>4t$)IU}L z;?aBE3qg#Z)$$b9%<&UxEp`~H;J&iFTC@=QgtW`OXI^8@vF-|)F}z{DmHpkdw$R09H6zF*b)uTlqgyIXdESc#I{ za0rn=kN0LLyEtyCx)88RhX=ylogtvKm!%X+_UcS?`e_4JCei-6cCUk<>LQ!j_8#=B z_>qg_9&Y93v#KkD;)Peo3wI-+ zadA>I0eiSM3kZPQr#KYA51U{)?(Qqm9b4>kqk-Yf7W#iKB!Kkj`)aMw*Jop6Lo}j^ z=Js)@x~Aq0H8r(VvFtB1A+R_M)0bcLU)JY~w7?e{O5YjyOZMgTG6DQ^e}GNP@AU0G zjY=J4{tFi(puO(Z|BsabpES_~&=v1z%?%>H4N$}C?9OH|TWIyA&gB+Q@Vol(;t!;T z0)SH=`#}vpaL)}%oxD<|k@4de0}(6|Z1OyJj^7x~Wi$IR9z1*ddiYEiTo27E$Dc;4 zrbgh<%1<;HFTJm~)I>1ykMN6xhheB}_aL4NC??IM(_G`*xH2dUu%O z(jN2jfH#C5yL0T-hN!@8EO>zb-9A$1$vz}3x?ig^rDU{AZ)`#}ppu7Ghw+MvT8HEr zHkJQQ<1OG1<6TlhotSL!cpOP9xU-K0n44_VoY_hPvJ1DnbL;rQSQ0~IfOQbkp0N1? zYqIcP#b6t1@V3v=<K51wG>k2k%3O(OpN>4PYZPG`j`!5ubtZa)FG z5m1!n)v6S|k*+kj5@2_BV`~uTaDTun)o9Zyj{;ESO7jPcbRNesR6x^4=HeO`Sm#Nz zb+_YA-xEje@u-r<3yWU98ovX`VovF8HR&nNs_5Edwc2dJ6-!mVv#|s^qso%VY15wL z;)GBPk9~yuElk=TC@RM8EU6Y85x1m~cDD{PrIv7dek3i`>`*P2(!}C+zQ>_bG9Cof zmvdiURZA+hR{0vdv5}v^0iJASRaKV%kEER8S`bxQ6e-oiXFFoAP{K%3+K`EG;<^48 zxWTF3UZI=*_6u~NaMGi?E`S2mn!M7dKV3BcYm`s9kqLyKZ=7b0$AtLaK^mtkasE{EcZkHm;)Lr9! zW|5y?K$qsW99SM;M`m_r8bI3qP5rn}Bg_0ZI+rmXtioxO|5_BPCYFDosDQ>I=P~J8 z{fjf-35euhSLnZA5U?QyUNWtc##dD%K$CPV$WO$9ODYZU=|7deJ!kTd(X@$jsd0>@>>wBwY8Q2 zbYc5I^YU`m?N8kr4kVW1sy`&Ug(FyxlCoWaa@OiYUF)~@Y(3r%^+(xi2aD+m9x)%Eg+$V%}bv_5d!Den3sX(RPOiD0Qf6 z2q}x)CG}mjHYw<=)9ZoJl8F85a{BiRK)=ct^0;V2YK$k;$p->x$*2v7hq>tony|La zyYp>vjp>`mFZMRx~sh#SlU{c(}L8TSN{w9UG(Ej88Rm!@pl6guJ8ibwc3o9#p zc@@Xg!xiFuk1s`)aQp7d!^VKj>eSW&A`%v4;bMhC3x|_Se0*`vE(xvF!mw8Tj|+^7 zUa>(T+06rApjkT$7~B7mP5om$BY*#KWub+Kgsh{hI5-gHWrSqM#zA`nKD(N>b#5wR2&0AV zgv%i0F+#S;&Dco3qqq?d_s_8eLy{HB1VCUfm}>$9=jAF}?PKf?zz`)Qgi10rLPkgH zo6wghI=W(v@6aJ`W)w_J916l7sMNk+jg8?8OO;8>&EN|MBZ7jWsmW9})m7E_#+L_a=|pBjZ_{FFo5ckrnHkl?*c<=va^Mc9~rwM!+LS2yca<0 z>+7pe4>vlNmNLt5Gx_~@aM3Yho&`reS*n^Rk*Jm2^%5I=kv(UKJ1Uq-Bp+yWsZ$2eyQCn9SrC)5F=&5e*-2*~rEN)Oz; z*xR4bYQG|M_VUR@5HT{KcIX}?MwL(DSLJJiVv+G-*M0`nG;ahvLD6C>y)$O{94eZeZ`ac?ec1aX62OQ@c6qJNXd>nUL=@ z+wOr!M*is&0oBAZj(Um4q!sfQcCO3ytxB5H{N$Q)Fz#R2YVt^y6<3b7_2+Mh>h!=1Mo1yvY# z!Sc>dL`9noRbP%K`{(-AG_}0b8rU?>Z^Lus%_2KNJ=POey_~*PmKHDJ0fe^EllxK>_akAa9xU(2I%c7oezgt5-`uP`@7WJYP zVIHA>dEoQz{Yv|I1wfj<8i+-`yVnz=Me^1V%Zx07&QP|K4A9T2M+v`Q2*_z09F|e# z6!7@*+o@>Q0c|91bM79WH@|CrrJ)Bu<+@A1<6&`FTU8zKA^h_!~3tRuK;W7 z?sUzRUMZl#jWzWZpy&nxB+o`BjnpCdAEV6Zo&KVQ*Wx5e^r|w|+(UXO&nMZD*`J9?vVqpCsazpoX>P?dD?O$1Hf2k23*NE6K<~ z`d84y2MX$Z`Nau)N>NS=hED@7K!Et!E0T|(u|?hbram@Xc!4M{50zG0J(u=+VO@(t zZE*>gFW>VtbqQWMY14-121MzT&&q8Bu1f36HVPrT`k zKT?TClMgg)6BPn71-zFyfRpmU6)9V!2VH=?x3iRskvNd z)}#P1*mLI5yloVHh;5|GhH+Z#w>gMBT@VenGpuxUj9;vfc1T79^HkBC>30hl+M*__ z_Nm7FVKNUMWxPO7C(G@=>W=t50cG!W_fydrjIXsTcP3P8>B3~^cW__7AQ*}c#2g7g zQXy(qzn-@|?cQOfQ9G?c{OaoZ&^=GwZ}MK)dMED^X9SMa`TgBvwZr|wXZPvGp*+Kr zjcJTX=!qgJz}S8Dxa`7eXZus(m%8X>i??vQ#KS<52Ve|pP8QAANx1%eyn%`Q3HbK( zMCFjLZH-u+0=gF;<&*#DG!AQ5eIL>`VrcN!_9g_~LZ~tevu7=FNwp9j?X))mY7Vo1>9j@r%vw z^yX5@hB3xa-^M>0n)C;w1GrEl3QGiD8-a#SpXr$`u5k9Ukyi=V@3xo-^;A zc5g&%bm)igseyWi<(;Se+?jS_%FfKohJQVWjuJ!@K%cJYzy_^hZdeS@WcZ&ZFZLS_ zMPn}dm%bk~$@p67(t(kGkm5yRR$vptouNT>t(E1a@gt^FL;W+oB|Rl{V-tFe;fFTu z!bsv+YGpO3_3_j;C|dQ8v&ItLkJ7lmJAn$v>E@oT+jfm`XgZASLJw}W{>WQE*MW$a zUTC!AJ;x(2E+#UC*~*d*wp5{7V}ORgp>8cj3h`=wvbpJ(MQ%fZW}6NT+Qp4lSpY28 zCPGT6kTM^lRJO;`3Jc2=124h=*?n9ulMEiZ6P75=(QLFwL5<;#{$#DAy^{#OkJlyq z1!4a-BQrjD`$}~Ar<%`SqtLH!U2^?PI&Ec%I%P`56_^E8o!i(LU8zac)4`yo<3J_4sN7PS3qnzi3$;J(7jPLG>dv3B(Evn9&j@JH&tIeOWQ-~B#8#C_lS zp&ka)@4%qDXmoqhQBwJ`D%a?Cms}Zi3|PRqjE4m#)p!c$efp4ipOc@!ScKn!@oaUz z`H3A6&qo%N8%TW+s4)o7Y)mPyW^i6mYc`{$qQLO4Xvd+j&suH=NX29_cd9rqA5Eh< zv=^YEouOZj7Z8*ymJwmPwnh^CU3Q-{woOc!3g}%hNO;I6;#fzs#N$FHO2yt3Dp%C& z}|QluMA9Z}>nZoIt4nvzyKytk>V$ zYvN~@^VV`=gmQEbpdhU7Icqxclql6u)tXNWG!`j4QvD7N4@armrPpYsS%&_w;fhJA zuUxDm{YAntq5LAr7Gn)y;PWl7Q!D~lEpAp~sQo61>kV$eh0(9YEKLcc+h@&W1Hv6S zH12+Y1O+vg+60z+snu*pd7G<@QK(vzeC)Tfli2gQh1s?uZw7&~l3u-C+Kp{bHOu8{ zn8EC`r9NJjMi;UA~pLJW12qM z!Z3pKSjAX4{^+zph`*rFQC@0iSsQF$nQp5$#p#eaeMQmRHD1~pjuYK6$B zmq4W|V5y*YVw`ute>h*Z0)c?Xh5W?pdJG2`E}=gxtQZe}+;KG=J82XWY53aH7zr*v4ePwhU>$%%Y z8t%sP_x+J61g6(kQvHj)=>GaeT+__{6Q2_%LyjiE?jv*q$12fQjVFFOSE@xzm#N&!c z_cKqWHQ)I+7N5sq7iQS+VQJpSQfe#v`!L#TF7RhHQ_%0LiP<0C8plbM6Ybx3&;qRr z0k#8*^Bqj1X>A<*_Lz351#vj3Ik{vqsgi=F9FSwroBk9@BVXa?Z))Z}GSqN!aI~!` zrfV40RBT%*6XjJ>Njy6!+P?JnQDJf1!^tZPRo9=LHe5beKzb@vOPK|+q4q>kZOAfySyVd~w_MoS!HK7l9r@YqMa66}k9%Oz z4q+PoQcGw&&9o6QZsM@fLReGwix}@%d^4iDZ3QVyzN73tyx2uty|n*Gak*woQT9XN z`7S3Vsrw4|-A#P^h4|B#(kWU00Fb=$KCOF!%MDgGGXnNQNkxZpR&+Q8@p3;&GjGvR z!-~{Y5f5OJE+=wB)7CPKLZuT_U5&OsR5N?>f{br$nlP{AUw*){FaAy*_uidawK;!R zc{qo5sboMVHLAFzA%A&Vd|nU8tvNQt^h`YqM(>uBE;#de_{(r5o?my|EZ! z-+mg!oG_Ou3?T+i*{Uj0CC})ppYP-!;!EyzxuRe9?&p=X=PkJ?!KNx#Uz5W@N zqBH@c=%($M7eWIJWgv~Ce%4xyCsW(<(evB8%_4)bMgM(=^EBRPH8}n*!t5jE-C}Ld zyZbi8Z%@x#mEc6Cv&mAcM;qky=nuJlFAv=vy&e_mX|w4Nxgkft>jYp!-MZKH zNY$ctB`$X8k%T|ld<&#Y`(0EL#qyN*!nM}I$lGn0fzVU=Nle#zCeA9b)cW&A`V_)S z1giQSz9~cW&A`Jy_84$x5R{<+Jp|x3MX8rUF)F}RTTIDOi#ux!mt|pkMGwqUB*~gT~5F|JzsK|J-dFYHGYaZo$>FsI4bY877_xvEx0mFxOU}-kF0jU z22Kt)$9&avCQ}`iPW>pM;{NhD9kJ?s$G+I;fW1AQ;+@`$qkG&c?B&Dbj8bzW=Z(f; zfA=2HsOk1!LL+W^;&%&XbXN6nW~$W;D^#o zMm@W7b4P_XH>CFa{Wpal5m3m+P|@$ttw(i9EG@&`VH`z&7}IT%>K^cx^x9{iU^{=@ zovZ19YBJncxokV~y4g(VdE4D*8`!yXCpGCfnJp}|%L#KVZm0~u zIOs@L996|UWni&anJsmgnBJ^BFXp=JKMDBCE83OrPn?AouWf9Hy5vk?^Rkmj=D`1o zE?cgZiB)K`O|U4QKx;1)jDJWdUzQ6`zD=PZKX_`eWGNeGwcyOP2<`R=KTpt&DsGZs z4YDB(^&BP+eLV5dD9o=aQiDm1U5F9CU$Z2&0)nHgT-QLP6$t~yJohceb(0T zs){&HLWQEXf7RO7=9_>T_H#)u77ctop_vGW}3m z;}waG`SN*jVeAw6>}m&G9;B!3TI%9v*PC|5+^RSly1}oWW39qe)!(C#`)ie-7%Y-^ zeYXQ)A>^Z6Ld!1|XX1x{*B<0`3xBr9Ix++LG#-8GjI4_y4g2`k&9f8zPF#^a;y>x* z;2?-(guZ@IhF977HVD7h_9Kjt9a*@~7rB7)qFH?eJf1I6dBky(*g0H~ptnW4O&RGU z#@gc1`t)1Ws^bdWq|}PT5uHe$)+;M}U7EZ-!Gd z4HJBaDZrP?*~W$$^JCBSvLQHr9S*wz<)Go*I;i1W8TV;u)H#uTdlUNICN2Ln9r?*) z3u6o<%DGhlUCoy8I$mZIa!uchdO2OpaTF6A89upTlyOBXH#=R*Qdn?p6&`gUFx6SF5L{c4*Eoaa#d zE4EFd@9)#HR^INpW<4$8aDANI@U!F1dT@$s6SPKirdCW&*=&M{(>MAYF0><#KaZ@$ z;;~YQJftzG{w{7BJBTaEMdsjvHkYU2ZzooXO6~ z@pp*z^%V?>=zEj<-rGCF9`(#}2>bb&*z#6?&81SbT)rZi% zg^yo!^dLOoe4;^FJxmWD&hdoT*IpeS44C4!$ONQJ7g2{Bu;aea?#OY@gWg8VrBZk& zZkO-zp}JnjH;nDy;bN_5A>=T5sTg+if~MnEy6{}=rKhe@aMv?jSg66BA%cR#G0cam zE3Mm#PpuQs<*O|1=RbO(?==737!jau-C!?-2-yI;I2;j-M zQdFi?sRSFdWKj#hM6dclt!xf@|IHZ>q4-@E>u|0%MQvo4)$j=B;ZWA3h zQ3Q&^L(t76hhM2N#pEq#{r>!8gI^S;*NcijpP3nrON3Ln+Lg0?tAvWam*k9?n;Vx} zT(91H3D>j7)L`kQ{Q~hDlBE=&(y)Fry8q@|HvG_j;PQwq(5sM9$((sIN&Q7}Xg_!^ zG>G_YGxiy(x34dYElc^4Gwqp9Ga%V|Wt=ylBfbnggrD1_7ctycFbkJ>yEo%Zg+>!R&~j#qqQEzb`0c?a)^MZER`Thf*xa-D+1`+R z+}DDbs}s)`O%}|Yg$Z_ftTg&OFE0W<@2sG4y0|zy`tqB_JdX3SPwr_0D(A5t8N9G& zW;TN@DC4%U7>}U1;*ZE@ODr(7T!3vl9I7LA{?CzL7YRbo-75yBy_f}(=TjnDZ_2gW zpzWUW?CvGANiPAj2fK7Z&CsSGR}(z7Hf^C36Z`#{$mHOMaCnO2PtGKf1(qUYs(2$8 z3ST?yOAJ@nTI*MO%=L)UN=SzJEalgaA*E9mWF3M?fq72DfWWHQ^ zKGwki7Fr-&&RX=V2%JyQ6gvL+{ohfwkOw(DuYZW`w@ar1EosD9Cu+skxyqfiP|h|u z?agx78=yBtaxi*?o#2CMW^soc@@1a*H?#_f?#t;_xkQ}~CoHI+;B))A&Btz}lQUR6 zE@+-!bcWqUUi6I03YA6-0Aaf8FEsJRJeKM$>bah#n+|ObH1-}E2%14QuhHMX)gLhd zq<)f*mX0aFtD~bs92zw~YpvXf}o>6)epLM?JOnCJdX2R+Ah z;DT{pXZRd6;PE*LeRSe>qg$Bzxy2PCSV4!M#p$`!7u$bT0^T3wi(<$QZxEq>XoFPS&P8zyO{&*tn%Y!W` zm)ot1TOk~6`{l_E^y9|^QH{@IIn$$F;BC6|>2D&vUOEEck1G_O}^1!r< zDm&g!eb%rmRn4J#kHZD%=!FhEGZ9GDz&?D;M35BL4-oLjxw0qpv)yKz`b~+EC`rK1 zjwv7@kO{ae12d46Zr}@$)ganlfGVRjR3?kW-5@H2oSfY5`ZZQ8jVdz6wiUc(EgoMGMD^(f}%tr*OR$uovH$mm)<@q1CnvMPVR8$gg)5>MDAgJ|nqfDc* z3gj9rq_RK~bVb^?@AxK(f;&cEYeN>3DXhks%AFE0!l>J!i)}Fk5#1(Hh#AN(zoxoW z3uXB!J_i3)(+2R+H}Gd! z;Qkl~3?a=581)htF#H9GNllSUm5LR$tb>^HB!ZoR1`Ud*V+rFN0iH@Fit;!zJmfI6 znX#W&X)#=;>k|B$HVqa}{4Jd1@bR@L(UuI)FNX#+`&w2T&!*RAifoB41yEYwElD&E zmE_&>wCPck%A*$u_3O$r1xC%xsj0&-?)YaR?Jg6t-HR8gDQz7TC@QCm-e6Kz85JD< zs)5D0=(>HD<|5(efmWeZswnqtRjVsbp&2B0wKHPVAIC9_ZEmn&2Y%vO%J!1=nyc5x&K`Ew?SdiTHDgo}S zNN1=>3$v$%xZWLMJ}9*_e^}E;AINj>l2GQ&x&~&L09v}ko5L9#AiIR2@5y11mJJIs zmYKWEWzeCBl3krHr|lzWrNi?P=*}d7!9M@F2XnIZG_k18Qbx;TDQikYcdS%xzIo)F z@n?v}MDN}0pVkXYZN8Tm^Kt*-=3&N&;9HptBSOc+wQ1OmBdotX55;FnABbu3)$RT4 z27DJe_pr0~lj^D84LW9m(3L5+acO%ezT!b+3}-93jV8}t)<-Q&#iQd45~cH8c8AfS zpLu>uRS_aC!JEpKp<^+UeRsUlMp0_WWsUbO_~iIFKpY;e>({3tj$T>bZ6^8s8svU^ zw+kxSqM(aE5R(67iG0a~6E_!HryH>u-ZZD8@G`Z-E6wf^iP|0Q8M{AXTD8KT9gqP5 zH{|?OG$@$^t&XW0U?;}KJg&ioDM$ymTJ1?}jl>}dN9%}cbL*XptvW*J^&&i+bMhrj z1JE7OS=LPyP|EL~Abj#dO$rywzxJmanq*e;ae5aGidfh{?3tqYK@Ms1Rq#Z2?(=>5 zXq)TJtnJj!la%YDD}`*le1*(gv6hhEDJN|`V*c9hpAeBxHEoVt`(7>6&a#*|c0Am9 z1LyT0f8m8JFb;N*SgrMDTTj(eu`=vy6kaTnp*sCHYVa|urTv`~CxC(Ol% zivl69vU=YLA_pCl<`LvoX@n$~|M>O3?7^5@tD1vc;<3jlN=EAwMTcffeD?)`>Rt@X zwQ+5K!A!nX^uVI&yhR9?j3Q#T%1r<=<*X6V4Wt>+5_hnPo9{L30%|9#himS-b1{>p z>1~e_$)_}V4om0srauyHB5h}ohthF_M0tRo?^xJaPN_Vt;a?t0^5CjKinZ^}qm@93_ zE_Ww(aBM1|hI;pzpa~FN>Jmx|=)>^xX`p9@-mPhS>dwgKUy_byXvD=tM*9Vbi*aZh zQm0i+VajVw-W+cY?I+WiT|qzQ-Pgvs^8c>auWS9>CPP;x235L=^j(1K{fh}A4zKlF zUPHO8^;oMVnPIZm&UJuu!a*aevg0GT1CSsb8Kc{XYkcs$W0E{+6ZClw3W734D4WK2 z9{kz1L$KJsk*7eWzu20Dxh%uMY9N6J{eiVG)aMaaz&oh*ee_iest@2V^>&>tv>O_R z|M}q*9_S^b>`1?qGP51Z?>=*Pj=Q&9s#KE9rG7Yl!$k5?vFD9{D{`Eijlc=LmZW@bouW=%oZD`@_a2%M)2MDQ0AkFAPD3uIRySPNA_Z9--Rc zh>WoJfAg z=}6O{+LlLc$6@7j8@%Y0>7W4%Ie4w`0ex+GKkJdqBgB1}#^_5V_t;cDY-*s7<->Sc zproO}(aIb-ZFN5KUObc#OAc+nV3~zc-%s%K{kC-!e&OtQ{J5njZeQDg%991vjCC{M z8r+(149ik?K#dy{nekP7`khX-)$Gc{MHZ3U!aj><&nC zXt`EdC(F*Kr_hnG&#}^VE7aH1C&AI@@0z@Lt@le+rwMNEQQLhN^R(L>BrYe>HTM;= zBi+BHd2a4fX8o{&p*`Pw5K2GKRjd(VdHkeG-|bJ)rCDfmL zn2owjkauEi>UI)#mli#yY@7m2TCOZoz%$$DFAw6jTU-}ViO0$Vt=3ce0M2cb#fqeU zq_(mCYhl60?X#)ZCePp7@lRBj4+arnO(KmS+|xwL>kPjCo!2Wrw51=wy@$%ds3uzn zr~-_;c>MFDk6ZEp0CMVSXov~ol5>cLR_``TeP=LAP(x6UMuYcK!}&2x#!F*2rfv@a z!MY;VpGMN>L1BRGZl5nWC`fTYWS;UPvmo*qKDPt5R{Q(;J%7;r0|Fk(U7fzqBj6P% zga@4|)|sF7ipX$E;P8q-zP0JV#m3H;laAkD&JXW7F|!B?4hGnjLN{yJakcP2_Dbd+ zY=1VJCw#FC4*b0w$d!3&c)p`Q)OOh;Dr2`0#c+9}Nx$PcC&`lT}`g@w{Of<!o0I^E_8q<(#|-`4%!)wbOGS&M{qFgL-6}#P>R0 z%0pZgv_Cof%ZdZxgBHSTzk04Wvbd%z(^HOG)sOS(fp#AGZYMwP(x&i~IiyEl5T>4_ zLq05Y%zwmx@#4$6BpeNIm?H!Z=QlVKaa8_i+)HpXt3-MLXx+3HVT`3$V$1zEnE&_5 zDj&rcMI_8{tn;bQDYS?^{5_*0KqY{b5IlR!+#8(VEw(w5AX8b}&>-VK$#jkQEthZQ z3<477+aZdSe+@AqLzSI_gS7voQ&22{Y@sZnHQdmy9}3Ft1W@%ppeQ|gS+3P=j3k%% zQf)CSZErG*s7n3CVuFH*&?7?YjURzTPG|R<>ioQ)Kfn1eH@qk#;=hP55kv0+y)fV+ zWSyieDi3Cgis(iHEuNPczhOWxVbI)5q{(o8Q{~Z}q6z2P^YXK|m*+8$ zz~dx6AC5f(yFs=%C+c&zy(dBd%jNrQu?ck8D4RTa1?P_v#RR-$tQ)q97F-FBtG5ma zpvtQAgajS|z!fe2P(Hm#-NsgianLiV2Jv~RPCKWmV8`&cRe-c4nFXAKby>H10ZU>Az@#9#FajD zIqH%1oFeh^C7s&~JAvFSj$%?oFUjS;SjxW>8g0h_zD@W}g z4VRNe2wIG1n^^ywH}dyV`^VX%LkV8}kzDt=`RXO8+yj$SoDq+sFI}s~0!0?bgzd&; z_rA5rYR7%8Tc094zL123)ArgYZ(6Q_T=(?4%rsLqlqxk3$2{hFWG{$aVh>QQNR#&pF#HI@nPzUt{& z3bGl}s2AW?Br+mEg&1_d(5j^yk0R!jOg=4BTw0w=Z6Az#)b{*=0Ruxaa}BU%>?g68 zF81M0&&6xCGI%ZDUhXc7=^X;GA`~I%Xp7BkzW}r^s7P6M0uLF7s++{@(KSWngC0V% z&QJfi5e)tgaBacyh<7k}aQpKj^V@7|%WdznKZJm5p$T@11=AEH&?FQ4rI1w8hwFmv zay>r1@mIH#AI!AfeKK||g5DgCL+SsH3;kNN-{}Bq>PE61@V%=nJa(HPF86y43NyRI z3ALpF2eK!2^+j0TmrLTA5@m@TnmYI&y1AAX+gc+4Fw>PAywXLZxR~i0m^d#2iE-Y~ zcUWi!7+NEG#Sc@aQRH^_UrDU(e1e@|dWpYZrd6#50seB*ei4~Xi7{#oCV$k;rG6Vz z+RL(s*xYg#oWMLe03tUNYhm%iGkZB`)fPWF8=d;@_ZVP3s&-rGR zuhIwx)$_BQp`CUFCJX$ydDg9aqwNjPYl|^{S?RRU5Rr#WyYA`2qV52IQBJ?c8aV@if-dU?=BJB`S(1xwHfd<~ z4I1pfWJM~Yp`vE*&ulSAHC(K??_V2v)1HSkf05rYKFKuwCP%If?s!CGeR$KY&9a{Y zT|7LCU1G$QYKp9Um`F+5n@hZI~lECJhinSbU#DZ;LbRE8_cYLpPXc3$OIN=9;J z$G^#xka)+fd7tM8gOaViuicCfw4%!w zU^`l05^4ztuxh!J`|#fj!Y&aV0GeETcXh-2ai3(s_jWq9FkPO>f3g|*D04dQ z(|j~XmTOXZU220KA;PRB>@%u9GWET*xY&y0c;ZQ!yr+D}6e~NsVx8rSE?PjTtaisM zzr_}xOED>D=8JJ?)*B)9dkcys!Ic*VrP%2kCGGR;Go^4G7A>VJaY4C+a>^ykT_qv= zgKO?SgQ>R9dQu5fJZJ};m_@(99MC&367-T7g@k z!*TmrTFf@u5@;yq+pFfWBCe;^<{~&-Ddu`*pL@XH;d{wT({xfYBPy~iKCUlUbwmyDmm{6o+2aVKo z{jWrB`~Ny_7eKp7lk^l28ED|C=f9y%L6jc!P46~)|FObJAqdwP5nrgl4{d*Yl}S0A zz1JPC5!5k4W#>#r@AsQ)+C{;-z($@xj+pm}E0-MJ1bA9+V7~aJI9Kn=lnIq@P@>mu z8Z0DQznSzw^H-9cYV)%~v6TE!>54gX2uP-MENElS}v5+C9 z0P&x%LY9wgVPp=YR9Ly-33M-V94jbhvB?%|_DiyYt|56?M*2!2t5FcyVju?XdKmgN ze26&_aZV;5A;Np+4N&{IWk{VxUr14+F&%LprTC&`TRf`6`Y&5c>v4HZs69<-vOY2PD`Z6=ifA#pWHr+OLpz@yn*obIwoHKcIX(!QE+g$@gU#?nN|PI zJwtfpp`Z|C373eE!a-k!=99`{+5{(CNSZcg8VHj1G83J< zFCPRPnm7KsPt^mW$@FyZ&I+G{fr zb4j!b$RLKcT9Qx-ghKsp`Rv*xjR_TUv|K623FVIU*3mK}kO>pQ3kA5tDFyjl=xX8# zcuj{Tne{GRUY^~ZP6-&7CHvWP5FF8EGI;zs9g+3o-5OO-2miI`fEN@klAjiU9nai?7JOWZT%vA<0(!`r28iH;AzNYuiib z+C<*(9fpH~6)-{Q%qd}03hk=}~Gp<0Z&dO2^sVo5p0l-6G7UgtaXZyMU#eAJO9B8A&EqP~66NbkkIlN8_ zjNG0dz!#n#@?SUp8+-bj3H3LU`*)`NM_FT45E;1O5sa3qv1H#nOB;uFW_r6bY<3Nt zo=&0wp~fYvW|^8k#hzAbk4IjaL|=_Agb0cbfBR%%BhmjL*6IWSwY~E#@r|MBKm|1t z9le-0R9`5ld5o<+xX6KYK$19ewst?M#37zWRYhVbBq7zw=Ig(izmfz;NRi9#id0Gq zDHbXybEU2Czrkg@X{-6J2OjxWtOah3=P>_=Hw+9ZrYOM( zz(f0@Sp@yBvrKo9rV$-wa1~_4f4S7+`1fH3LqsQi$8@WDu?G;<{`Z&xHKcT`Cm*6y zRisYJjx@wZF#$Go_C$f`gTKdlPy-~;tw->z1o3mH9$Y=;a2=~V)-bShg2Kw7mJJ%a z%yyETX`6+l)p^9Ui)?aZ_&?LlCqhcVo$zUM6teykjbqq&@lUKP>9vdh9*BQU+<(9D zwiEM$yxTjkKFdw|V`l&R7ykJ$|5$PaImkNv9wKekZd(8OKL3-ykEDaHB;eK5Vom?} zKUxQW2jJfnUqK!#{gb7ZcQ+?1Y_h(gVWg*Et1_HJDtwu6bj>mkk*{+@4rHjy{i>inkdiRC=6dNN{KwBhvmR^&s zSvo$qkGj4ax1wO8(Sv1oI;W0Q(^~z{rSzE`l+JzQ-T0HeazyVPu$A{!2L?KP02)e3 zMEEaj8!FKE?{{b=%k3MlHc4RkmfBW>Ctxha%HDtnj8}~3F2bV+jLeEKw7w_j{buH{|3aP@id>+Xk7w z<5$<&!QC}%32H&&rTp_K>co7VngHZ^U5KQ_&Jty42KQxgUl0r@8dyYhxom}j@TnEO zL8XNOU9PYX;9-wpSEJ87N;u4H>3MrJK5DRbuvm{&Yx%3Qw0<$@&ktt8_XbGOJ-uSg zx|7jc0;kjYSE7}c<76yB>J7&NPa@{C1O10T(pjMU!*TQESg5G5dG@$fpw3uePJzx| z8VolH#-{)eY(e<+>a@!0bb>L>%^eGHzC=XX%c)4b`2VbQzGRY4pU02Rs!sC234&Z% zHI$XEk?sFOUAIc+%L7KmVnD@PJKvBk@#2G1X=HD`f{M<1Zt{r|Z#bGn7LKCMMDAL$ zAIU7CU!}x85x~Y%&&!S}9fmRg`5y@sP#Slx5brN>-@Z248}WW#8O(Th`K8xqz5)d` zlo*H-+zVvZ*88ZlTUDyECyMnIfig+cCZ24TBy_lon+}#Y)9%@7M3bI9M=*cFfL=Zg`d!bxy}wD^Py0%ElCi(; zha4yx^>+CFuqQdF=}-(uf1rftg8_40r%;wWOTap;%&ER}yOu*PTV*4NR9wv8wy{ThX99r z1RVGeFUxPQ^z}XzkL&;Y&>^UUO69PJmrmzF0L&}`w@0y6?Nwm>S@aj^yGLec@CO9Y zKf+gu5a}mD#RHEvY)W;KoKp- z=*uChl+jtV!Z|1eoffb}Q}hBv4y4*irkEtJ<*hCzz`FnKfwk^A2nPoTGy=E;k^S+e zj-esB3ObF-gbp{IWIEsV;V;OMZhu&E;LThyh^dp>vNH4JRD2mKTSNjv9&UPkPLG9s z^46D5q}!t#UY)r^?X_ypq-cfPBzx5189f!QpF}DBqEryZQlj2w>GT6zP)ng0+XeS zM8pH=U1I4qA#h+fW0a?V-niVpU)Lt(o9u?{D$?` zTxxqkb+e{BvFiACmMyzj2esL&(!3z{fK&LW??eJX`|$jPy8nx@w~ni->)J-??v@7W zRw?NQL22oh?(R?(W>=<}B{}$@e|y`wqYT2MVmcVb3|&7}vPM08Fig zENWJhF()gR)edo~wT_R$6xKg;cC+*eFDh{`Iq z@mJ$-YBfPuIB#$#1_?I&{nZX6I>=!CaI<73@j>m;Jua?a=?wpTzmU~X6n`ivlO&hV z-Milp*(_Mm)|A`z5zd!2Dia-7PAd!t>#902D3onFYv`}llL_0k~V z5m)xngSZNR=WE*H9kk7+dYQM zhO|_}la4k9YtHY1cI=y6mOuz>`>21~KJ%9>Mf1=11TABK?~_8Aj*9EIPJ3NHfm$kN z6cLBwPa)-TKa{m(xd9$Oq&j^5yq$FgC4n|S*s16@>^;@?%ih{g z+lMYE*AOThw;w4jP8Q06-emPk5%}$9eF_LD-iRx_>_KtVT6&$6K7k<+h3JGY@ny`p z3M&lfl;kifHjCj`C~;xEvjTF~cc;ax@-RU?msElwy@EdQ9?=;AqJ6BwB3(po9K`i> z5qCdmw&ashRRJo;>^F??$P9U$Yf<8?S%McJ43iA zca6&`yNn1vZakF2FN&}GhQUBrXg5ywIt_9Myq^3qZxDe43^56O!l?U8M{7?X<%8JKIqaH`{L*PDx#)uLjPoALT!Lsb}6nO?# z!rKD~w^rcgC>R*L$s0?Y!aH^4$Gq|YSnMV96_N;7)X^}wLyZB@8ii8?%2}v;Yk*x$ z9+jXEJu7wHtX?sH`P_R70XGqXND)t@dh&eR>p$o1UzaHOC^hKp6X@bpqwH#-ooTFnh0?IN6Aw4=Kt=s4ZSwKLWkam&u*IR9d_!O0NH!IC$z3K-@ zxWAvGAWi~4ba5ncfp-Zkx}Q8brRpG6QUt!0$x{N-Cv4OCin4cK8qof`MDCY|xh}0t z@rV;>^ZsFWQ;pt<; zJulO2w{G9gSAwXn_ouZOCg-!dkF*;_=P>?n7Qpnu@`Hl!rDF2 zabfy-MS(k~9+u9Y2!Xk<^x0}_fbK-o%Y~94c|Ho>wv3_c(CeXAfd+|{7k^2LI7!6* z`{z_)b2Cu}pA#C3PLscmIo7qtj>jVv3!WmpK7o0kytY}4#hguNd-H90ccEYukRS5b zHU8a^PqIVGjUAnXXtch$UBeKQAPW^IjjV6!XxnOwI@}9TQey26YogqmioN@9sU9H; z(IOd-i#f8L-36P&Z8>1-2>p;1TE69Q6&$I#F|k#!zN>)(=)RCf(m2Ij?r#Y*yq}-Z z5l~T~ZO(d3t^nm=x1VUAcqTBd5Y6KI^oN)bwH9svS?{c^yTas5_*_yH9~fhe*IIax zqw5R+Gcs-M?4n8F+cF#1c(}6A}{o;WCj}%n5{v6^LIPr(y@e!+k4jB@1SG%SkJjiJSHL zpoyzH#;|uK?2~9={i4H7(+dU~F(2IC*h>gVkMy6~x`w&wNJCx<3fA7og_&Zm4ncAZ zfDVfcWPRa)3QGvj{%+uXA)(Ubpx_vc|NJl+%L?`J?G3L!GLk88&(0=m>WS*R`<%~o z61G&J0A+VkuJgE#IV4o7 zJfHJ<&4yYsj)vsX+VhqTY7zXHJ%7vq4|9ZzLbA;}v-+e8{UZu)H!z`NcMO8Pa4Wlt z&UFr3jSYV0d&L^Sk_8S#<`(`aQY5#uWLhd0ii5H(;yL*9U4N#an^cY%1$@R-J+Ns&9BG*KwfdIJ(ITcw`2tK0dA;d?J;Bw*_@}26v6vqU z6sIlf8kdpb;s%A!K+5MyVdCJ}66?sE1~oKrzk+=Ju*g5y-hLXGi4*u>p^0@3jG}NZ zcZT3)Wz$5Gh6kxyGr686rU11AXkmUnum0f5^8>lxo9f-}&rdNGz{s>gryfi;UvCos zr}|B!QZ|6la{r8}x6Vu(FYBfS5FyQph`@^ksT3I}ss1vme%g&Efc+<~eK1DmQz{}C zQunI=`K`)2P+@#fRSTdP9}3gtIb+Zyd_D}D3WL{kf9jt!jVLNr=D&kSeL@M^nc=wH zfd|x1;}v!unAS3bYqgKQ^Cye>{FVzXiYBe!TO_0I!IF1?phh7&fnvWteUfRr#d85F zr|wd0i`{%ucuOn)@;!mK<=$;Ap?*J8BidyhAgl^XDs2{(lKRb_f#LZQJhy**@Ju*} zWD&DgYY|F;_WM#$6a2NFLRcVwyX?6|H@PD)^ux@FX~-#uv|t1Ytl&r*)os4uWn-P$ z46%Uu4C;@c-|`IXqQL-8kil0+l>H9r_mx>l!e@6c9t1#=Brc#G!ta3|>ZQo7UTc6! zXugBp_Z0GX+j{-lT21THP9=#+N^S}M+W+hUp5?okpI577GaV6VEUytJ=X+1cXR{iT zjaL#>aZaaiwOW)~c9Y4z#DL3}ryW^3_jB*?Zf`N^?lO#-khbk}i`OGy&*?$Ms(6+x z0Xm7(^l+j%?QewvZqziu|HbccQ`>Kqvratq^S3FQ&#+%Cn|ZTBi6j)|xo2@KOm2Vr z{?d1NV*8TImB4bqz;uy_!;tj|^WA}Z7SNV6WVzf78i@zP}pRE5sP`Oe}SbS7lh`PtMYG zQHPql95LkYuL??poBTmTFF}KCZnY*)<^=lqJQxPu`Gmv4dPDwdATug9UoKQgCmY0p z7&FO?cp1M{vJe)X0Khc)u;21|GE9j5=E`-$A171fiT~WBxLHg*ORZf1aEg%*f(nnr z<#{htDa;kLljs_BQ*hk*74(;Y5F;pm2)FpO=P4Vu-R2G3-EEx)k4L`OsRLb@-6_CO z$bV~_Tp=zd)=|(3FA7NM^r!w9ov#ITn_8`YVwi1Sxjz#i5Y&g;mV`X)TJ!N=;u`Dv zh(j=ScVU`0RVyjz`Y^1y0zU7wvOODxC1y^^zn_jw=m4c&5lh-?Ae34@oe zg#ZBIVP1R&L~;$zZy=xH(L!vOr9)w+GMhYU0`IoJT3)RUZ5(VBpM!$)#|ys^0fF$C z>>@_~Qb8%#yE^cM>Dy@9%^=(^cf#;L%XLN^H5N;X2t&=F<7jEgPemKl71Wt@YtszB!xGt;j4UxDG49;GNFH@o$sr-#dAO(tBBXg7FTCFOs71ehuKhg_EM?LQT5%Skg|eI*VBoR8-j zZ+(RIolX`*XTj6P$0?Xy$bFf-pmp%Gr1>wUf@lA-Ya0Z}53L0;CQ#C4ty+QhV)46~ zJ$$oPckr)lgoIB%!;NT)ODQR8bPAO9u3S~sGFof)%)3y4_|^XxnG=>ZnD&_)8T_>7 zIRQi=i(AqgLggFKXdz#6vjO7Z3G0y}YQnM;#vh7eUzMj#m%!idoQDlfm+D{>0NMX^ zB6!@*oA-e+B~-+XKGq&~1)oHrqupyy=WfgADvy%eYZuC$4>bVbr9%ek#bB*CY>RIs ze?;!#t;t?+{ihc|cEZ>{!0mB4U;^>5V2cR!CrB{;_8M7LIUgPLaa!VMocJ9>&vdjt zjwZB3P73sXED%eYz81-4jlE$*+dnqy%n z$nv!o3fk8C4G}?li&(PIqO10>*7QiQFFNqfN9T8lJ_g}*S&3?;Sgy?I-%}PpLxdDc zsWCvLb-YlEi67qp7149{)rXUp0ftfFlPfnaR0|pC3-w^_a z4HQ)<^qBoi=K}xTmH{-hW%(Fpd`IakicWWc9o`X^NVLA`lVzS;tt`6~3s^}FUcS$N zX3Uxkq-CmlpNxEw--P`qGWeqdey)t89R1MdNh0H15D58lo*I8shQw#J0G~;>QsrEo@TGr5do5=y%qeFQilMj%Ns(b*ES?7qzhW$~J)NDDUu)If(tOL~br?P%`wu z*EUB~C@6n&fd1P3KvkNb1UQfkfgiM2;LrXBBz*Ou9`cQXm+a_)KUivvPyuITj`55= zp^0qL$wSE!2Lp`*IikfU?hLIkpBoM3fh>LnY_7(KSti;!kL{q2n5xcV&{aIUYw5?f zk6!BOR`>6z*{+2G&%alow6cFDSV0GfBNHhacsO0-Hx#|-CIwLPGDmH(s@{=Kmh!?s zTr0aSEyF=8743k950w4I**_h8OmF1$v2RH}qW6tz38Q22i@8FC!*9Ln=z*7+(eb9H zf!q11CP%MC(<5x*leN&Z&Ruv=rCtpd#Zi`YBE!0foWb`5kA^#mf$nZ?%bVv^e--uw zQ+??rjZXld`JX;O|3Hw*(u8V@60e)Y%Qf=jQdVz{>K%XmEpp+0x11xJn-#%m>Lhy* z%iQW%D??U6n=%RW6?MK&AzIK(F2PYk|4jQ@xLA3# z;zuhlPtRT;X(4ovI??OWPW9Ce3_-^BaJo^f_<;tsqczYv<%=R6O|%}BD-AlN^Z;x( z@wg;?ssqXPvvP3}pD_@(14Q+zoL{DLZpj6D+fg6cC zAb$QS-R9|rdj=oop$j3(G~TRbs9eLd>$Sqek<0Ba>k|QQoIkUmrYfgN(>zd6<_>*wO*kpS<&rmwXj2w4Ms|;Bw;ltM-W4MKuH?e`o@fO z)=&lsKK98s}b716eZKtSlT@aCDQQaagEf=S4NZ0viiG-GBEt1eV(Qg_`pW32EE9pTG1@FQ=;{6n zxxTcnF4S7Rbi%~=@C&DCF`HT>}`5lsJO%;}I;V?uYW z`Ydm~EGiTl8rr4{Pe>Mf3iNhXq z@H2c=7E^+#@2BYUOwY%` ze^7PIm-Dwx`zb&T9Vr2a1`KVPrBQW4K%n$IPl~gsthd+H^xJ+d8M{84^DG3nJ1!y{ z9)RhAD?c7$P~bmQFYAD#(ax8D))Lpi$g7Q%E#V6?TSkc}xo(?SF~iaIpH@RLC~6~? zdoLXrVc41n73u9?&nrtVKl)cj__)B*&uMXzm1{SMmtJo2^sa49aj)BZgn< zw&SvN6f=-^0X)_zP*CN}w_r@SV>eTB<0{LFUAEY@l2Rl_PUYN;dSPc2(Mq5Q9@Y*# zG?6aEgmmlm4#vOjC{<;5Gj{;&@By5;CfxY9?8deRs z9z`cTgwApR1df?-A^U?hv~M4!-?81O>_WA|NHz393ADO?W+2}nMZWti@~i$my=a9< zpbj4mZcIm&UZ+1z?Z)6BjFes{Q{qBivX&y60c`HIeeHWNpQwn)O_rgQsX;0>l4ofw z60S6RmHAv9wdcFv(FV!ep>f`Obajm!aq&u<%cA2qO>HqN@=)K8=6fcL!swXIW{|2xGhXkD2@XId4+v;o3CBp45CGcud?xxAwOlTxs~U2;6RCN#$*9+a6WmW5?eXfGwT$-$t-U0If3b2^KP zi-`s(T|A$4I#ydlf|6krOXlmmxGdKy;qmn70yYQ~BVYMGKr=-^18~Q?JsSYMho3Sf zFjqmrnd4)-qqe*U(M7!cBHNy}Cla5%^Eu;YG8R+WHIhDP>XD8-IOVa0V@PC#y(c;5 z2*$oz@)p}((C>$o?9028OZfDzjILFrUK>)FRcW}{k3j5}Hh*4)MHh*u)*7K1JxiPs zMAQW>9RKi%)&0~u)Vi;Qls|;Xg;aPZjI;_U?c=^a{W%GdzZZrjsbn3n*D3gc_$H60 z((XvOGj&(3Kms;%HtPN=jPE)lSOmH5d=j$f&0lRHHiDG(NhEIGo_Kx4T687@-eA9Y zo?=Na0HeJYVDFHt1ajxYr4RZi;?21-{?K94-E_MB_at;(6jQ#cE_s(SQQbU}`9>8` zXQ-havg?RIl*kAhc3?Kb!-p(T`(04DE zTkKx7$Qnk>^o7Gh1-9i*Z=YwmF@FC(*LWnamS3hX|F%~vtPAkt_>P`A1?XXX-LCMv zdj_fl4Y(Tj_Wr@}dq7M%4UqKF)#~~SIQ`zS-j+#WB1=TEtyAe;UvW)?s*E-4{uB4< z@Qa6di-Y}{K#eZ`blev&mwk2H&uQ3=hV9W%hxPj;zPo!{_z1;ZXV_O%8@4ZUi-@30 zdvaJK|L1O6)=rs-nJf+Z{P{YI1&E^DBTwm<9H>74dVi=?q|z9H@gpAIAE*wy#mAO_ zxgG6b=)%u}whG$?yav0+SOnGeLj#gX-6lq}m>_X>0|O-FX#djY z=x}J4YZ!$N3WeXSiC2FC_Z=`1w6A0Yz_dKfl+9@nU4kR8w^E0nH@u0eM7P>GUZT09 zLvNpJ-6F#6fVSkuCyQUbe5Nf=Y`jfdriQSnYy$m%4rgj)eYLXIT0uf4X*l>^z}%d& z-JRq4V#kS)u>ZGsm)7ULacO=Q7M)6(-h4raUH?`4UJ1DO#qH6&uR0zC)Gsw`$*Lf9 zgh0TxYp{CyanciXBEx>DfZy^eF~I_$(d_NuY#e|3zz!?eUOyfu^NyHKFY%*C5Lsb! z@iUm;;5nH2knesJ$hXQB-g0I;o1?z8EIzhbY|*aFX4ZVcy`L#M)Olp8IsZNo!v(J( zd@K34qK5go+lV@}d1B%nU?ca=PJRi=|EW(dEA%MGYh=KqE5d9`j35B$V9qbRazEhz zlWp(?s^m0pARrp3uI_wc`f;C=pPRcjfx+5&B1}c&1g<+L&Y*;NUs!4^xfe#0BgmHZ zR@hkDZoQpwp2Yjb;)6FBGYsC)jO@*upILHyb&YwB%bKpgd%zBfsS1n&A2qMb>L7KbgV>=B

J%N#?FvCW*!%Z5P#;7} zqpwyNPkH0?K*WeZt8ccuCz8u9tO{^N5G+p>oepVm6+>?$lGAacB&|P-AyHCmg$v=d zQNjG+g1O8RBE@xg0@G1fI;_3!W#jI7NG_Hy;IMP`7REwavBVyE)z5j6e6tXL(o%=$uIjxr$i33~mm1QNRl|P;}Qw z)bBOaD@^Glp7j}C;rQnI(bUCOgJ-}@?)$mw_42C-rsCU@hStwYT&GVlk7j2Sbn9}C z2W2ae>UQyrx3Oyx@X?B=;|+j!A#Ro089)=)*KRkS!J<>;oahe>T((-g5!p($&3PJo zyjHBI*a_+mk^8=(&yA;3u2;cwpm>Yh|z9C)Syj5Pw|3r0ha zD!h&eZ=A@-Ag*O^0ha_!MWFdkyZmK*ayH+HPxCng(Gh6sT6Gal^P{3jd0`z-hW=9M zd|Fij?q&Mp>k9riVLQk|NbuyfTd(}d&*arudf}eXsse0m82)u-Kl$v&@D0d)bl!G|Jgat-Va1gt=AFkdoT}EW`&cU%Ela^U0zXBO7M& zbx7^Z9H+yyeMKb)622u~y{EA-v*7u>vfkKPZopsr+5c)ceJ zqMVe}0@-YQ6(Xu0R^2v~@y*G(hTp#uOmh_!DFH96+E3Cj($99JfR3L4@NW%`fgkRE z|LO+dzjHKK&V2M;Q`FM3MDGoL^8QR{Y>M1EU^nS+}&9T>deTsp-lYk zTWK;F%C~QOIX+8CDYM9tRqv`BD?@d+KR|t(Gzl{3WfZ-_)6NCT(T+w_H?`Ua8x&Ym zc;5PQX!sCMm5*Nb`fU!68W$yB#x7sg9gk7jP>44}s^;W@ckH`GJIJNRmcn6B*IK#+ z+B;+d_D~sN2|=UUkKgUgvX>X+ve+dqo)&As2uVz70Tw*vIc`H`22lW-G^yLVE zChRmb2UM^!a{@S$Ab#tM!s(;R0E~{_Mu_HbV7~1WPCWdw&hAe1`)e`bIB#G=8oL<; zV=^mNNS?AnlNQOope?s@*(|{!r|Damq1V!?2x<00k!;s8GXtq}{!CH?(42Mrw6xkt zED_lW9&fUe(^B<-#{Lr>Y^}|^@3`_q96R>a%aKl@h{y5xDOJ8_ypV1vhYi}1gh90o zA_R>r1P~nwg~+z%0w7s0M{dJSzP!4@Si4U+=!3dawKF{GK6GywE-n(h5#w~g*rOMs zpzQM-z_2O$+pRck+%X#fl@WSP@i$t4Aj!*ZfF6F5ZVURa#bHbnv*Xm2PUX|BLXJuL z2EH6?RY(|~H^L_K_k>B1wV)J!z0DdPp%pHp$`kpPNuDs7fG0wYo_wqOO@yO{L^d)r zXS)YTwm}~q5Ceb`!{ePuyCSp1cuEMu)2ed!y|eCOAFmSXG`Ir4FV~bWH%RiCvViY- zon{&uR51uHu`ahqVPV-$c^VzLID2#AM1VPL2VT%aVWt3#CXy%y9w|M}hkil+2G zb7=ZrzfmqaDinT7ZqM;Yy8O}T$G^Nd@=Ty=zRO++mg}|$B@sHCLT;mN`%fjj6dv3^ z?Kl*ekhbR_c&fnI4%*NXND))vr(HhGF8hF=J~r*4bixi6-FbFJEiviKAPs}TVEHnw zk9KmJld8rxM1+J$V_EzGanv#*K$P+aUbOJhY@E-ee6A2c>q_^zl5e(5JpR*O=iPxPZi4;tCkGY&bUu{&v=GUV2;7w{1izzO&< zu0l9U)Ge2I{TmYKF4yf1i`-rh$%tk9bF9ktr<&mQLoi{F{w zf!K0raBK_gKOjE|fca^AS7+jT_`ql3I}ZiQ+(I7uY82FKvAd zq>m~%v3mFM(aoKJ|IKt3!nTzZn*cDfJ|{>-ro)VXZzSDWzvhV;0CyX!3M*3<&{8^9 zO>_=e{jK9i5Ru`LQv3m+kM4E=ev{26pN-*w`vdLnlg4I-SJI1Nq?jIf2cf{#Xz|h| z2(de?4nr%ODK2M<-t#PxbTKla;e&F?6iQ0I{YgO83#3`O`IQ_(l#0*I5qDWjdwQh% z!t+l=CRDQmH|t0|4s+2)^Xl1^31SeElhJbSW7Vf>SyykH_5R!w`8KT|$*^uDf4e#7 z!9z_tq>8R;>4k^MB+=k)6Os1=vRB*BOa{UN$d_MQj3%|5ya4hkmqHfC-_6Y{vB&zA zFukI~6B#N4MTxg^1L*|5M&jm;VzL9+`dg za-^W!gI2>lt3TdxVJzLKr=ekjtz8)vM*S_Ze}HHwSx_4=0nhc5)QNARWxRQ$OQB6Z zii-L}e-|s`S@poG(eow|iX@ICI;#&lz<)x<=DY1)HW8{zNoGReRvymPb!vS@j|;1U zmg^(++q=uWe-X`u~3jBi6T_vo;TErP2_lmcC3f#(0hN;f|#iF ztc2TkiXf7*Fzf#Z!u79u<=<@bm{7#|g`MC*0wq2UY{Xur4|s05B2j>E1D0E4(f2H* z&!2Gq3?*=G4^Y;oj^D@Nmnl-qq}ZGPU{OCyPtQQYWv?$BI0>v0irr3+jaiGy5xggD z_{%Ard<&Cp72fd=uZzIjznO`DwUqx&fck$Yz?((AQWzVkqN1Y0>`YPEHz@gGfC+N4 z{$|v{NAc0ob(qWf9VpPII0gKlntygSe-(ET5*@3nI%-g{92fw(dV3&VvS-vdIVZ_3 zZ}y|ZE)J8Gl@;?DQ#?rT+qbuBiwg@z_E<^T0?)EMA3y3Jn_ZQXGiSqs^bq|3$x*n4 z)NJd2%KBb!*&2VH%0!7Av;_Y?ll#rmyVJBCbU%}?VCCFN1reNzr+t}*%1669$>}St0{ezym?VOc^dEkhXPBHN#${wQ_mt^n@=?5@)(1F5Oy@` zR$BXL*z;6N@LH)b_fdKNvXwAbv2^{hEja-$zeJ42>;mzaOA@H~%yZi@77 z`(A}14=Iq;{Xf{U|HWed-~WiIg6X$V0#wC{&KReef6tNMqd?xKr|7d#XCwS;2mO<2uDa12u?Yz1RCqq#TG8-29A%#ZRS~SrqJ32aMDJGq z8TU$d2Gd)icb%a|T3Q)KBz8yW624_5+M?i0uwJq+{6D?P|9U-aae#OS)%WuD7LJUJ z44R{%UkwTp67u}|K5PN@mDEiYWZT60X(A9n4)?vO zl1lV!03E>d?g&w5oHy62-#S%K!5K6oV*c1sU-f^y03l;afHObrSbMMae_+=C@4q4W z2p|daPHPwA6aLrkTYovug!ROk!|sEZvGo_XLpTLK@*Ad-D4&&bofbL?YO7itH$NiE6|EdGC<_`Kn?-*e|{8(Lg3sN z9+-bC`#*o*e}0ukj=Xg!nhg;?g<2+w>X_fiDf8VoiOB;;dJDxAR0Lm$e?Rgtpn%^Y z0YF5g<7vJir7BE*=^h#RQuR5RMSBvJGUz%(z{`CgZjB-eQ(o=zA&^_bx1IL>F|M79 zVjx~980F12$LDms+b;uGNCwmYeho412zjBQUK`3M=B_;-!lJx{-T12HB|s>JAymdl zP67}wB-L%$OwA{1&IOi|L-A{1e4P*mz0be z0QZ0U0jU!h=aWUrY|jVW6O{S%P5JYdyIxYEl2~6~FLu3g1SAwb{Vx~Fx_?yK21wMT z!6j56i-3!CS_ttrH_m>@|I6hIFafbN?2OHHRFmV893b?om_I#Tc{ExuW^R&KQ)}q0 z>i^sd1J%QG@3{DRvF)2nSU|_s=G;&+YiZij@0Txmus*E0q45IMMVRd~Ps9Z- zpdT{HDjdhbh@0e&Yd@0wUdQu25x9B-%MGy_uWqdzMNJ?sI z67K---7z^(+kP6$?weP@{`&9tk{8nZ`!MK;CzGZ2r>!ek?|@Cj3;L-eX)eDOPwgR$ zn~kC)+sfGNMASAOE+&UIry@e`{#Us#bn;u@GqdDoszPfaz|rrQ2Z(h1kb~&paiKjm zQ&3RO%cO^UvHgW@rc^WDe)pP96YmYM2<=|YGNcx&O@0D~DNQJGK6otg+22UVb&2-So1&F%_ikj-y3Z*heIVHE;rZ#@eOVw zi40$>v@jY6{5!7p33xm<2!jHHmDGB$FNfpfk?_xRpW1X11iYFI--QGcY#)D=flWRF z2+!h&Gx=^Jj{0>YKWRs&mV=J^nZ4W}Oot%`5V3cO`?tjsKy)tooVH*v?8EJBsOE1nL|ZKrv)>s z1H7}`mj2X3H*P3jpXjR(Xo7-*z!~kFSE#I;jB8;snn58aCpQQrQWfpR5<}9hP36lZ z|N5Nzp1O}-Z+IX>=-1~r2O;XZic7cr`S}+_E4+#Vg1YhQUXRbLj)2d^C5Tm;EP}`= zE*b{dQA$u`vaZoI-fWBc-q2Mc5VIdHjD=JVeI5p2k_ofvd$-f=H@DyLc-%tqM}7a? z7T?h?-0>YEYn%YGlODm>*A433reE*k$fN05Zv6FeD&X6tvZ>0Tn&IwZ@#)n1%`jIW zaXMm)=No)@2CGH(G%k1ivSrE@Mt!5VI9qepD>8UtPlEX61v08OOT(0rdgoUWm7H^; zuz&CMISSk7Kg@?qFC;vUbmKjfvr`{fy*Rv(ZVne_j(yii-et{}tQd0YW@5haR^rPW z`z_n`?%yXU@Lo~T`vKfh`TDXGvx6!Q_TA@!>$4vp;kFu`9$CC@@44Qe6p$ImG&iRU z3&;XnVi;R5zp)tMWw(`S`2dLf5dzFWo2@^<9xqBp63#j$QWy{eiUd!XizOX^R?%Qe~?6?!&KI)YBUc$}YbVBrO+oJ0DO9(29m zrB3F5xVgoq8mu^{>8dfqWM=X{q=WpA+uFK0OxwLXq16JR(2#0Le(4g_Z}q9*2MVyw zFjZKXyL79E)0FbvN~=pY6x1zZ(7KNM#U?d}rF;k>Qmf)2qaY-wp;-kEP2CiY`}CP zN%?ycv(jWJ%7=09JlB}|49#W&NsAPhHy6L6NHk^s@XaOqD}3GH z_%igRwUjTRQ^4ak1Mj8TUp8AnQneg$OeP2!iM4H~@XOI|0&o4+SR4?4A@Yb$oXc67 zW?r>9Hj?E9zjO8lO;thm3GZaGvGkWJiqUXX3uD>!+VO;XdA|v=mqVE6mXqhkrqN=9 zS+nB^fRw8gX*KepzL{2a7`fmk*(tsr^Pms_n-W)|b*SAnA5^opC5}1K$`LXS5%atI z17RFCTGQK}cf8O8V{?7vD@kLG!s0Un(SjrS&6I`%0q~vgolePorhxE|oePs}*=hEO zEt7GgUYEtP75M$ZL<@ToPOP>3B!O?E1jXj_+%S+w2t7S*;~%eZi3tmvpUFRij@=^e zh^cHodOg(0Hps}V#@ohDAme*C0U%dnzbTdv!Dg@;t+l)p0O4O=+0oMRUBGV$Me~6V zs`2-OBU4#)k&`T^#lSG<9Bj)dP`nU=Jl+EJCh%?tCFP!&$uu+ozjw!1&&a)9Ce{>0C~Q-#AmD^n(8PUs?(io@0GJ?-{9D{_J_6lWGP31x*_9{PB>YH?<6 ztzk!Z-~~0~;f&ID-CYmk8;h=xsfh5SK!25_LiK{6Po%Wx&)Ji~4{b`85HSaB_d|z0 z##))0G-O_lHf@jU)yz&mn%d;?j#@lr4vrX~cly7o^|@(Ka-JQACH^*63^{T>nAHUV z1%H6~A($yrRZZ#$38yT_W{$tQ9NeIk+}2dVHnmqLvQW;b(Nffw@!s1T#3(OI%NO+~ zB1jGn^$qpVl}(zCS8(dIQC7A0-AEp(peQM?cNmMPgiSop^4hf7hcAbpQ+Y&_p3i@d zeZCx~KCktzp2HXsSoPlX%A9|qxN;@^V}OosEovz{p2(o7SuF>6H0&HYZIxXc-GgE| z-kV>GsqY=x_`IhZ9oq>q;qvl0Jj&{u(go62+ygE>tM1kkn+|K!4t9s1m#D_lV8EXp zmQt&Crh-BQXAxl=qUQM8#Zo?w&`ciz5*GCv_pPn>J4gGZ0w^4XXH0E7472fGWos3^ zdFZlgRgQ_nHq&_l0xzJC$e;h1@mUM(y({XS9cyeVduT9^{AK*8>Qi1Q$hbxOd8XuQ zsNAP0eU^;ZqT~V2F2(?n4rCN7m%ZfalkX%5cZG}mNHTwjjVFKyu@D2B#Mxor`J)*< zBgca4bRag7Md7=DoRKZmKhN`+CdBV# zPm@*O>6vsNXcMt6j%K=8MEAhp){6JP$>aA%bbpV|l2y+Lghxjw3!uVBVXk|8^cE%t zN;(+1K6QKK^?kmm!9_>e@WN)?lA&#%=LZc2)ySjA`*cLaW%I3>L%pM##kQbQ&CIt_VY8{gNK=KHI@T>=0F56q7jV~ zz-l1nN8&P#{)mvzquuTu&*Nk%dNj+F$Cw;7>3=V%bTCPs$I&X^^=4W@mMJosAF}3X zT*)0eonbQpeyv?gWDT==@zQFU7Oj6meMdJDX86jJHVBtTS9fmB6>?F@A~yluZ#A5 zTdVLdTv`!KmL=8-`B%x-G3QVsu$OKF4~IUZxzVIk z;+TTq+=kTK%VF^#J>2tk;zQ+|&CMB2`v_p*6?f)B#+Qd} z!ZNhQ*Jv*CnBMX`muFsOO6Z8Z_P^ z_BWQ}s*{IO567Jc5^37yHy+_fDn+gogE0bT;QaaOr0J_E9=s%2doOz(mdaD)?JG`t z;}a)k2J=$gjaq*e-R3VXQCCPH{UGFr!7)EY$s>Lmnk4H`c|0J&HwQ3od>r9zezOJ^|X?~h)zY2KkjNeaW&D^*#t=i%D z6$S~1PUy*>TNd!okhFaN&Jq8>wYac42*4YW@r#3zBBnoeU8tLk43?=e@~&cNV6-nS zcf3z6ht}2A%|*EQvRmD8u7m{HR`7h^m#X|z#UV{#%cF@#EApxs5Xi9S_{asA!3m<| zQgllU)d;@ab#|b7zR6uKBiCxJw_M3w#kRiJtg{pm565}`+vY5ES&Pkppm61MX%eq_ zgGHI{L#fU^ml5XJi`wPh)ms&7PSa)Crs9|LpJs6ZlVufY)KSc}|7nK1T?0PZBM0zcb=5u^v!0w3Cy zd51L061JTRU4Wn+n;wg+x^@5L*-M-zO)U_DPQ(lTR_LmFNPotc#os)8uo7CWd7Tx|d9VsUtC240e&eaq*1QWl{m5&W` zJY5#YC8uPhtq+B-fidYh**=i>713mP~T@@fw+v`l?j*OeBo2df8VOKycgu3E#v1O;m* zbrun>r|T_M=_C}Tb*47HGjv)n35!`vDsQyH61UR`?V)O3chV4dQFI%Y&E!fg93rli z++>8@3!pFCRKN2ndmy>bAOb0ow`YGg*n+_G-d%suC}hQs00#yJPIf+P_Gqx?j@=(m zq4)kOIvWMkL#;!#)IhvM!20Y+)+uu(;|Ts8i*s8Np~TQtL&N%BAhK00 zXRI5zaJHWE9YpMXXc0f!pUor>us^k4`t8w2V_)qr9GnOkh1wKAR1R#+SoF3iGFQ(N zcVwXzCA^&N0=WSZ-k1)`Lw;{fzUwj_x>YEu(mzf`faoLdD1PIu#$22gS@o>qMm+AS z-Ec4@=eDhA4$Mm&x_g%FDk{<)x8J+P-YMXGlOO(IBTG2`Gg4WM$dKwhwAEr@vLX;! zj)v>+e$D`<#1sqwgUN^2?^??{5| zC%tfLn^nGt5W)A5KL5g-UOyp!gQW-i^xY*ys+XM+Jii}+>u4^Dn>9P}vyYzhHmF8t zHcW2pUH!*dE=_d@PgfKA%f>UzGqhc<=AHD^?8C%6>9-}sPp3yfzyCbz2)N8rtGAuu zNwX)Jbs=dh+zrB9gm6JtP@k)IO+K%02w{s0B!A%238L?tz+<@%{g%hrRk`T%xTCqF z{L=Qaj_LMvGHgaOrsZn6<^%ee$gHdS$7oJfk%Zl5R=&JPm3ru?Kg=^~q%`RTai{d7 zelI=aWi$*amugRuqYfEUOVqTqXTE*<>_{NUkETY)@;w`#2k@SK4QH(%3-efQsrsN- zUK6+r&SV~}#ot)TGl6w_1V;8>vk#*SWbb`xBFLB%XCK5E(F2b>7Hix>l&!CR;fkkm zSkZA7?Z!E@I)F$of-xKnT2e!XH~>t-n?^*G4ATSS{QUceQF|I)T{0W<$p!(dg(jt* zRP>m1>x6gK^9^6YNqeY>8ety!#O>96kwE*_e`%rmEGn=XOnO87oKgH(bM>YGN`;JRIZ^Vn*Zn+K8dIV7E`*uEs@wY~;g@ zX=&=n;NyZrvVxcxPX3qVq%Z_z!@9V3ClI7|tGB8(;hozmlDlrhzR8fQLzTfZi`l!8 zqW$L#4woOXBw34wo6HJ|LzWf4caqLeiSgU4m`nO;{MtB`(q1&60DsDgW9k^KKTT zc_Nqi(RAv0|12NNjQ0N7drZgk{WrPXvNEmBwd_lVG4pB_R$~f-bk3Yfj9(Mx(_T)W zL%NzfIFP&vXt-29lL!XBH;!1kH?5F=Mdao(7U)w$44Ktysuc7 zcdkQGMxl9K?SeeoPKG1BC3(&HI|Tc6^Vw2EW%dU2eu@`NJ_Q0++{$Xa*+|!5^6cgO&2$jX2bG89*hW z2{|sA8MKQU2Dqb<@Yk4jf;QJOY)Kg})e&!uqepkc77|8@Oe1k^IXTFYR7>P#tEC(5 z^YaUsopD(VQm{3r{`~nf7>S@I+>?c$^`0zcy4CA3>NBr1Q&eb^Z~n#XZ=E0{Bu2|s zZml*&=thd1Ao&_q`~ypUOQxrc{hEpl6KdOqs{DxR9XGp|A5|>P!9GviB2DtD_$A7P zEf2~*C9e447^Ho}h&G(utTY)Sy%(K5(gQR-fOrnT|)!#IXH1y4DavD zW}7OEJpq?aj6X)KzrTgd!nJ={K!);&yW6Q3%r^qxRlem&|EBuX(%7Tc;LU=Gwvl^2 z-f1DJuw6X#F@Uvs&O}_Gc|z4jY}~%M{8ZD6&voCl(YqZ$+hz*C-DONo0No;)M-*fF zz1BmE_bDmXrPP|GV)R!*4B|WuDEaMzMVaW(0AD8tpL0cLhMVUH9}Ov&z~bjM zu*Mf`Nl^Ttr58LN8X5^NBW{OQo*XC%4)3{K=O7Tv6SlIJ!^U9Ut+LodB>{9esa5B` zefKf9KRS1CM_PUgZieaFFs;_XhTLk^PRf`KefLKav`DC+&js8f#?p;-T z|Mh<+NbC&9ev0?@lLUvNVEwr8&cS2yn-0RVLeM2l+u?)LAtKA5QlXUFL{fF^Q@EfQ^zEWV3(~s6J<&e-{CaHcgIQ*h~GKG0zi&e7g3ufDb~Xo zH3u-k$!(ZJ2^PYNydDa+j<*L>Slwc-0lfJ1YKF|sEM`BKs8Xfr8F$gz3k)H zF;N6pi|kVLk(j~H4TT0X-pK!IVE_5AwFA_?ZA%>pCBLtfR5Q`6Ukt@KIa^T-RJ=dq zVuSl46j9}P1l95B=x3Q8Z!H`}9@&064ak!}UzH#9m=UZ1(x$w?*tzTh(L-WbF1Qb)-7Gj!+!^`PU28PP=j8=Bq8lKKq|%10gOui9Ddy$aAiN0g&BtR~jqOs zssp-9xAPw%Dp1p2QF;NlY0D`4Nr|M(BqOjz^%^07ks%?FZFqt zUX}RZgI;A}wwm{Dl^msj+G>hOSEUNgNj;uMBzuv98g=o}YhO{{0(H59Dl)dY@wOBT zr0DC4miL5>2auEU*SuEbCNmi&^22L)yCF8*Mv1INmT6rOaZ_LJi}vP)2?%&3&iyT7 zb~C5dOHA(HeH+e~h3wrIfO-iVjf_tvU#Xh5JjnGDv&?4U|;1Z{5Fm-7sHi&XZPB>X=)9)aXPJCBbjGV--X8P@jsR)(Q7r6b-oJ5Ta=3Osw~m(oxbqR zh3&*|JzTTi`dz)J~_WIrD&I@g-YrDRgpV{KRky(@{hCi+qY79_tC}>YyuDIMB zzCWW_-)YcRI3kUu57SXH`O^3y43P{M&WMPG-XVLKxLxFm5ZLCLzE)bj8K4CtW8N?z zx$hdGWe!8YF9vklGep8V@{Nzuflf^-lZ+N&@AHQ7-?wl)cuLI0cf!A@?J`s&T-|zI z>{wLj87Bx4&1`EVjU@E+b;&M1pj4)GPtecNDOp*&wSYnZ)$iea|XXvLSgdh{mpff8>ngfmRZX4I00(zh`Vt?ugZ z4)dYWAf{^n2#6MEMaF&A1dUtMv~|7IDH6vIjc((#s&);_Rq zFHM#U3O^nPW&wbJ{2*pXcTV)0yvreR(dgaV_w?-czwpD+m{ikw?hm}iE8BtChi;=# zt<$S@k*L-*;UJZ<>EXfbM36`$m)ju;fMAHTb*7^QcT!Luob@X~wN^vqi zGn9dD+Ib9fLA*G;V7HtnU)pG8HUB<049#=-3^<>3nvMtg)>|XMKXBIir`L1!n-*&G7-S5xI=DvtM{fHi=INVySlT&U}paL^e zM$b?*!b^@wp0i(vaF-V&G#Huc7iWPdO76TZ3mr^goB;Pz#Rf@81* zeqXE0!ldCZWqh-7dd>R$Fk>t8fYK6hmbOxUpYhd0?ubr0PK;EqT2)%Amv3DIpTE{u zVNYw(IxbG&IM&Ci20TqPZIX1g)9qAvUZ>I9PWYd!B)i~CU@~j9E~aw13zxweruoG6 zQ9Ev(eZgAJvR&yjrKVz&es5K@ij48cSyuEd^sK|$I{?D4Sa39bdo^9meZEwrW4btt zl4Tf@rMjWh;vVz7qh@YN(p!=K$iX4RN5o~f#p7_q818tWDWO!z@%UB9u8fNEA@ zwH?v}m?&%33%0bhZ0ziC4J1RSIz!nbqoIAiZ=wX$cF_!}7po(vUnxz-rJ?Tehrv^1 z;?c;sbx6%+b91BxUIH1&dGgs%zmJ5B=_qvo3MfObys*PlA>|mSc6BWDYyL@bM|GS= z{Z{9l0wbQ?#I@yAy2`n4I^}PT*&q2jyGV<0jC}V|l-$V`ePr7zTSQp4AMqyxcQIO$IaIf|H$HT4OwFLe(N3 zYk-^(D)gpXjPI<4@zpP?q#O{lJD|ED?jVVu z2`w+f@Q_A|yVDGfxuI37G?OI{69x3{T;4I{-1E z6t>-_+{vTSx?feBklszlwXlT(;}=gDC;X=~~Ytmj;14{w&y z)p-E%h`NMKDsP-F(uht26@*_;R7Hx6Z?s=+hEc1b%C<8Alj0I5-8n$Ea>Jq6yoAH{ zp2y?7+X{Gwo(r_&XMd72g*pDbPj172=RpHE(k<9y9iHU|h0{i`*mSs6c^;57xI91u zecJ%fB;L=I{6XVD2u{A`!*mr0lr;G1Li3s!Ee@Nd4D003bN$!%loS_}!5%}w`ZXHf zm?G7BZ7uv>Be)gMr8n=nBX8JATTwfZ3h+C{rj?={;A2B|z8LlG$?sjotQY6DU>;-3 zEYE1(@Q@yyj2C5KLuFB){_R=kQg zC+l$evh4lV@=%RF#)vL-@1OxGK@PF^U0=$q;IiDRn~!hM+VtJfPO2;*P-f9#Htw>~ zxj#Z!rJ6jqGu`7r{lU;%&7hd~q8ymB;iD-uvx$QB71=EQyKHctE>i(O@yp7 zWes|QKy!SQD6Bm`5?SA2>v~Lifc%B9=Kx^xh7ZRfNu*K3@%rF%x(|dy@DgFhMTD-*xt>{x`Btyw~B_LZq&puO{0i0N$w#*T_{9B_q`nsERZAC z1P0}S3hTzAua16{=_sdg!p#{()8FE1`6&Y*drLd1-p5HWI2I+uu-M>I4sCHWcE+1g z$(k2%IGy<6Y1!KsS?ds*J7$eEgcg05XG=11$XT?;fn01)D*Am{*?W(J`6k>7~^ zgYV_F@g>bXK60|`6Ta!gQZ9I*!%Szv7Eo$Upe6f%7onmUk-DO~8wBumHbc$nT#2%?Gs<0Wd-nNy9%PT++GVO)OG z9lYM6Yn0E-!QZq(bkKJ1rBN=){KlFn2RLPrzH_*-Sa9mETI&vy(@k$u^y%%;Mw)%N zy~J;fF}U&EmL+Ot-}=l68`^%DcWg!CN#C{HU1w2Uw(vygd9RghaAi}XNl;}w=dL@s z_66+mgcwsS8~4a=go*@m!oy%t`rHr?37JsWV+h+-q8Z$JMk>?Pl-JIV_};dL%XUa= zRPBDjpkYq~@V0MbNLFm%3d3AUv$>3bPs?i{m4S=XyQJ4JJF(KvT9xeZ%HJ!6TR3%n zo%r=Js^AiVSR5OExl)~U zRVRXiM8{z#Mt}J7k5g5ujg2c~l94(xmq*ttTXkKvgDuRb8Op|Cl`N^s`GNF)w_xj& zL-Ob<+8+91Nd%4fG)nNg{>U&di1+ARtZi{%r%!K0TOvCU3pMbhw<`tC^UjP_>iv=m z^N72=wnz#Gn8(Qs{A-@IRKhFQ`BjHQgZo3MwFIVc?ud3o>AreWxhWSFg#9MmbWRLVs2bXyqQu|rzo=Gc!Z36=bbDzgDuX$oB*bg82`g5 zY`GF5|HgB-M9;_!^2uiclY*&z8&a(t7sSp4XjMvkdc6%ESxiQgqlcL8*# zL6~%sW-4^i2{*UUwHnZkABMCW0Kij!jKb>jL3i5T)$RIDUiXMWb9x3jcH-&?_IJyJ z|Hgwy+{nT9FhMfXZnqOt8HnLl&gVu?*d<_`wY%r%ylvDgjnuQFcWf!wvcV#B`+g5` zsYU}Ks6}t+m5YAjNvxDdJ@dlUqCu_4&UhGaKa2qyLiK9bSF9$B+7$p@Owd0JFRlbE z5`y;y?0y%Oxzu-ySF@7(x^*0Dq7`j=H}}GhNU_&fUibHcuy65*L8~^!+Dq#2HSme+&0!en3*?gbirT$8pj3ug z__-zr3IOU=XsCrCZGHpDM0O1}>#^61KV8?@Y55a_WYBAGt?ZB9>&TURHjecww2(TM zj?OHhh*7pI9_CIMjhE}^Zunu^rPd?i){a}*Jw__5jG}35ne|iXG4q3-%1FB)O=3~E zRl=GI%Vp(2fA*L_HetHtvA4i1msOjLj<~0wD#Qu-XPCe}PTsY;03R@W0?B1d>={=( zxGigUs&So)+79JeI-D8gf!inayOSvg7Jj!H+6wrZA;|lqIqk+a zcFU{opg43|LF}>(XRY44;KC$k5#wUAM=v%#YZU~S^It9Zj|{GOCqAA4c+t~zMoyJT z6zxK>>7dxtc7)B`AeX$mxfwLdpw%qA;7Aw~c(0#JFCX!vWwPoM>&TBkwtx~S91gch z?sa|M-{=Ya)KEiT_rJTjPKR&2Rirtc)AROS(xyJ)tDe^zM8KrGN>|^Efce`t?*&we z^!MUDPL`?jol1i@cFL;dQ&bue?5NYX`aN&3PPU{z)4bgVN2Le}|K2Cu5(OIPGIKa? z8$WefT*mL<3;K*VAyxTkJ~UTJ=h;6$m)7AMJ6(2yv4v9Id9=~E8@VBj^jbB3mxtVW zwOL!LyGKDTEvzgf-*hS~;)Mu01KM8TFgsS*V~t?W&=zeM%Vi>XaN8vqHQ6rz4FAM4 zx-R>|?UEqtnPS>1lE7|8%1%sKGB<2*rf|CE+d6Tl&yRVgCD`c84&@1CXi`KUwu;KU z907(kjmy!5PG|r1!EuCup4k>t$JwjVnDy>Tlbw=-)pmC$b1mV|%dRq(;=i6|^ztbCScX)MdCX45OOpq-(XM^L2^hag>rN zrN!sNA=V3rAF7Ndv~`P9yjp&p*R-gvLbb@xIo~aVO13WI3tn|MbH;^%QZoxOqTX78 zkx=)PjHe&!Q9GB_kDzaSv0hz%X|p(848%OGbjvE`SpJUGA+9BC2}aBr@3_^Ja6aoO zj4L(3v~zN>nN}}Qt1deCY%_Be7_Au>ez-`yGC3Krm~1pdeD!9eDHH~Y+gZNJ)sz%sWwNF8=2I!!q8@+ zcB=A5W4ZSez)8oQe3({N465si-dW;T7Z+pzkv1stgJQRhiI)HnrbPviYuDN<8-3;b zD*OaO@i_AUI>wq)Hwa8PJ^2}10ZOgHAc8i8P&P4ENZcLz7jdbCL}LG%*{d5diSJL~ zlPmk4VC*PIqHTQWU^sIyPOc)GI2)&-;ocS4gMPx>SD4wYMSf8%5nY)q_&uM`H3s^9 zct=M^zUZpp=^Q?m3yQ^UQOS2%0<-MGgsR(cUYSsrBYan@Nez1~^XW}SEP6#*aBIEa z?WK$Nb@wKNc7r&;kTi+`d?98!Kfn$@Jh+jZG*D=!Ri4JMqgM95k^qjmr_G!5L6s5| z8Vu1AIydH}_O&)Q(1BjzJ*LX__3yM9@hty8+}g;UPj$+wUbW81A@nT?eQ`2zx8`|twXhzWPXFUI3u{-V#1*7NuWp(xu6yYh_W z1(xU!dU03g#dtKDZHZ{gq?Yg;w3TK6s;S2Gbk$j>-Yw7cFdyPpbu}h7Og@`&eSTBO zRQjzuGQkj)i}C&ht={xgAt3=c{%pn|RxiC+NjkZQe$J!$v@Z)|@6}KJCbRxfUa#}@ z#my@F;kQxd-GNWj$*|-uv8bvy`(!+@WwdJ5Qb&9`TK>f+SS7P0QL{f%F*-}=;mczO zVyLMXr)MG*z;4H+2Yl8YFT9ycGCz5Fr+GU#@PZhV|cqJAM@gP{`v4zce60qsNXQ#29>@p(>%|@7r>~276zi zv!6i!LM|0Cg5RuMx4zN+SXq_TWYdII6&?;9eS~@8{ou3z&ca(j5cR9d{xs#ul>XNs zAk+1JT`8k*k7MuG6Jhyjh0ifj8;rm-0?2YOnqF5qz{-NVXY&_+Sa+-&68+#k>h04D zkjRM@rSd-4-CZCk$mJ%Q^lGT(_SpCvn@WjxZoM5=AE_girP%&zJHk;#$El9on#MPN z;!{<|;l2JyRGl4mPCpYnaxiblhc2K^_wzG-8LYn#x-n=Z{R6H4v zX6$SSoSn}^a%8{In3^e6`n_9zvG-fu{LO%XN+~!Sj8#Oe+*i5BjHx_SGFRmvTe3vV z&Uo#T*g!cD#qCe)_Bf8j^&z@}K}TbBu*>=J&EbT$d6rEkY)4@S-fwn|Bs=gTcbNWi zhJ*dt<*Sodq`XK63++V|Kb#xHCii{RC5jWKa{>(?HZ>nHa0yEStx><(oO2Z{RBXcFQ9eG091lfX^|MUb~)bEr22XWO@#PW8a1p@Fd-#XczA#20Ug9xj)YcnX@kD zYDfekH}Z{YH4(?G;TZ=E+63DsTl0>}tJZlFjyHNlQbi{QT(7D4ba-suYMsVVsJwMW zCm_~ZKfAVdHOK@&hlDO!2#;Nd<+cCifhf?g*Yv~UaJWP;9NCbLXKEO%(b+rCms=X> zN_i8UZ4^@h{O{b^`OYp@?Dd!C1dKd4fASt-sgbig*KrNKrb=PnW$3ojA;A8fs~nN* zv|m9jMeFGu`b?ebsyq3G79(-`G-~a_(=eN!#}gSl-~H_jbpl5Np^L#NH6w>B{(<36 z#0T7JOZA{>t2vR}QLXH91*521W6J^J9tQ?Wp{JWd2DZ3p+O1mxjQ!2;uE3!5r?zoh zy(10XyP4+J-v&}T6kFxEO#?a^d5^$uM1+`BmHW%ZuO1%voW`dzBYTcK1vy)Fms%$e zLI7&t{%dNj8a516dhDB*6DRAr+q$B8v?Jwj=Xj|!$^`zw|M)}b_4whV;VH+B#?FHc z;lwSH#->F7a0+kYq7Sd@#z!*vqx|5u#Ad%hNQe!LCEm29z*9_`bbr$=Pn24#I7vOd(qmD10kW5*Jy^u0Y=Rc* zJBBGmKWMel4LOTkYd|8LjA1ihVql|Mj984(!y`#kic)u#uqRuZ0;7GSGepPCv@@oEqFW6J||3#HI^X%keO%G{<%h?~4i05gMSqQb9>#YL!Om6^0UW?NI%l z$Ae^Ty2wP~FQCT(wZKniF9-ScRg_Um^{&y8^$1@kgltXQSU|}tftUt(Y?DJw>$+x- z7VAGO`t#@NbqCgWIitEE@8@g-9lCLRS8LViCX~~&V7r){jlBr#AW*>3#W;%Z^lum4;h|yu$Kop?{USZN zwBOF0p2aL#Oi%muLDB41mh~v#^~K0VR_{U^+t(fi>VBRK#S2%+t`#ku@q;m8K7IP6 z_e#U(r-y1+&inM5^9c0;KR>_mOp!23z)OOpDZ=g$UjdPO-Q_f4qk3n3{eve%my0M9 zz|7i%<8iwTzIJi}L~=qrvq{rRf>csa<>lpiXR}DFy5z7fuCCu=KV_Jq!NJ3)1EFTr zvT5Jpyda13-qp7D#H(`WJY2CAhK?VcYR^vzI%3`Y)5b(k2a<;eme&GLj;uX}g}P<; zgW{;x)XJn@$iDw;&al7%1b2ct=7>f(q@6sDlzr!&ek0vd}EuB(B>@pdHQR|JH-yF{@1Vm<8# z?bf@p@A~H<|0w!QAlMw<6h+HJeBPAOe{P##e#d%QWPIiPOm)84or+{=#Qh{(zY`mi z(-i+=?Y$Qu!l5#G!w0s2vnw8dYRIv z%`J?KjHfsis5t*7+5d6DDv=~Arg`^P|JDDZ|NI*Vz-#i$i@^Iy$8JWQzdicDyg!co z`C{hb@{!}2o>Ik)u?#wV-gZf| zGHru{LAH<)3(%`Pc&Gq@ucAkn0b_^_f9ti*d}zDc1(t7imFa5L@bAJXAaKdn$tjLO zWI_Dk!bJ*`TJdLvL4V}D90w056f#1~Y&^1Wt&!jCb-ptp5j%t)$pi1~?A&)`!p>g1 z!TB;6=dalzKs5ENQtimz!gc#;2WK#vvc!p$j`1JIBp2YjuU&%K1n74{zkCIxZ`d_MBMK7PxJKzx|muYN(I3We8{pUVmpf z{m=J-2H|%SejAQVtpE5p|I?3Ufq)8JSyzzwe|pj14({{IMDYNEkH*UVO8YAW1cVA% zD79%+=j&r);FLW&zeWlBj~)wA_)lnHkGOrf)OZdwCWZD{4IMF_r9}YADrX3ue61*j z&x2a+l)H-&>i2IT_b!S;2G0zxdZ#-GE7H)}nZtxs0qQzMItS}*=U;kgFGW${GKz@B zOG@f<{n{q!#Zy~%4qPv1#-GZ|KfjGA98}TdO30Ax2Dfw^M)nXBIeE`XkGu;a08mEJ zs=*@x>!?&jI}UihC&KLPinKB~IM}|4u_~Mt*cO;BM+1HWz}(#sT#1rtCGjLXf4Dt^ z{AM}ymN6Na#Lk-7i9}2h!iJRVQ*5%TRyrzVoI|LSIV#9e6V>#tAk;H(>!Ned#roU~ zR^|V?+C+Px`I6b9t}g&b4d~=nC9S|T;py?Ukl&BEu=Z$gU# zx{P9HAINH1gHOn1fB~Tx-Sd}y1WQ#@h7{H~6 zb!5eO&a;%gWA%#qfks;#fX-tfi3F|b2h2H4df~&xde$dhwY(p+%+Nq2C8gcgkdbY~ zoBxGapI^Y1Jw? zrjfr59*Gm)k^j^|?u7>ye)1plj%Fdv*)i!u z?aJYy^v&s}owR;_6UOp6bZoyH%0^#=_x0m7rJ|oAUPDe|*0EGg*%#5Mg`6LpDE$=fD?sWE#*OIM!g#4jtJ37NTK)&6W z&q?OaMt)_LFxfUojQOKa(Ue1 zX*D}~JLAPr$6z@mC;+Stq}w$#2M`8zbhg7D`$P&atO4lpQFsSXoaTwg1m3#Rs1)aZ z5Rs96aAhTv@bKIHj*Z9R9E~$sDomHauDtn+fL^1;FBG3&N{hQTdmx79JvxWeBkIG$ zs63~CySFRu#z}uJ$u!TX(`nWfmHrnek4K==FahxOuJ@sT>Si$k`tbLGSgL#m{lk@; zGn0g~UMN6V9iGAykP%51gm$G>B}#0kwBb5ed6ZUHlS^eR{ceY?HRzWNARzbV;!!53 z1OkXW?tiPsI{_lpTeEi52K${ro>rSPOsS;vcpl5~Is#TxO>i2L$d=LA*dCh3bkK<_ zq}*z;D*5t=pO){HTK5Hw%x9R3n6rspiQI{Ri)vx_FKoXb?%EaWWMA&imb0>2D#{er zb+fFOAKx&vK8W>ptFMiE-kchmY=^gO9Bi77hq?{}SL|qKDcGN5FmiG-raP^m_t9Y? zAu-?&+`^B*$;7bnPr)ztkOH>Me3hxmz=ll%?tC;8unb~mQrVkLi{UR`;OQETs@r7o zU)0&Wf$H}YklaU1X4Yv>k7!tU*I_@J())814XB2{!#BBJh*Lar?g3FH8<2HrS&p`U ztmW@70Y8ilu)Ncc4*Tbd;W1+3dD{N_ieLv#;Kv(rg}jO)w-#?+MbAY(odaohf70DM zTZOD)&-|(JJf@vp^bMfkrMylbX*F=r;$oMHQpvBVb`X4-Ki3f)Unw;}VqJWUe}Pav#lD2o3@iv5mGD4f2XlCFfUX3}^Puw{Mv9_hS1+ z*!TRw=Kuj%D>h%dFrIJtI!*G1t3pzsO?#a->WmPSKr`5K)%s5Alw3N2{EWvIE8^;S z7fMgxdx%D^A%{z?ccw)(;2V<+FNp7OytwrcFgt?Tyb+@6bq~B&`3)#44&yx>06dm4 zzjriKSkleIg+6z(e|@JE4MESFD?MG8iC?6o=aY^|eqj^nzTe)1ldsI!5(epg z@@#|lr8$2%fXjIBm0C#JR@1GiM znVw3!nOcPlEyW|H&7`)OyS#;F4Pr-gtFQd=T6<${3o)i zAF)zFLS7<{WBu!mrduisR5B@xECBP96deTP5FPdNC*1C|KC%bX=BozhM`V1?IwjSG zT8i}TY%gySxmO7|1AYu-( z)i2RvevNLOW>>Ay&a}u~ zA#=SnG(Dc7puJ>{njjdYePO{9sedUY>zx79a>`thx2p~-r0~Ky1-^BifR)=gpfscc zSgr*Ov~lZEfMHNSNuv+e3;nq!0N2(lynO{5`rZIYM$<{DRaCpLWaX`F@q8e6*q!y8 zE>;s&p~ugDeFn-I&z2Y~n8G!=_sNGj$ddtjM|3=-8(I8YLm6f&q5Zd3m)o>-O>Rw` zvj#2ux?VblKG{!R&54xMYq9%br3$}}+s3Tgto3Bx#AZbtUs^xzzr1~17&T<9`3AA` z3~_hLYbnUIn_xe`ZHu@#y*|A2 zDst~;JKe(8gF(INN0$*w6xTH11$XKLNL@cP(;XWp@$U`B4rMCSC5ne3BsX3Ho4O9x z#9O`FD|_vtDeQ?{*|y86Dx0O&Tid3s`9RKPWV56N^$KVDr8>tXW%{QeAdpSs9Ral5 zUJb7(<=TY@iGt*kZ3#-#i2b#vn7O` zmo9;x4Mf1a>A%?3UHoew5zYa9oq~dS6VQp%{O2i7K%68^)w7+1|3-7_DI}h>Si4Zs zDg({35D8{v6xnRXjO@&pL^HK_x)8hadUw3hZ3oEa%9BxfJByP@H^FRh&Q|tKrRc|; z{MEt{NG@>Dspej}2}&_eDxElp?`B~8aIraeB(j%vuPS`qV9!u^ z8JkZzryTZ`ems+d-%ug|92g1fEEAka+1mxi z+IRUxch8$qH2Bi{%XX!Z>RV2k6#h85pxLqX!RRTOUgf6_-&VfC#RO}gcwV#ah{yA& z_Lp#^P=JZj8(<{M41YLToJb4*Tz~dMrJ~($P1Xsm{fYS>9l0c7B5G=JRWBZrlf-E? zshoMo6n+rBT7}_zU|&JfCQxMD67xB*q0SR`wi?d zm~OXKiOZaxh+VE9*i*5)q##`YfF?GmUQqV!leT&`2qMx<<;*+j%}owOE}j-bq`v%uMWHekxz) z=#X3ukTPcgsmJ0pCz&M5%_NWAfn!#!?h-l(X4WaW>P0 zXpy&?IeZmq>J8}qNavd=M#Mq$lkntk02%4T8ILoEtd5AsaewdnPqln9sRWku&ix&x zoiaJz5q(a;V!~bJ2^#=vn+O0&s2s(D$Nu(WFt?+9^P6q(M4i~T`7Eyu0-W2vHnf+e zoR5T~do_U2g#5zwYWIu7x0#P(wQQ?^;0-Vcibo1;tT#+MYI&5*!RK(EB$DAY1(&?W zpbeMdWOW9EK90QVs%6easm;cGboY2#f-sr34k-APhSi=!b)3DMt(MX91*~#}7#Yjg z+_LZuN0R!9WcIpHj4q2XL~bW=_{Rl^>XAiLHDMCa*MSH$wiEsaCc^kwS_Jkbb}wbd+*0>~=d3*{A^R?lQ0;H__AVId+%-b2f?Z<5L~k_wag7d*AvK*~6?`Qzeo~!VSWTGygFYi)paC&(f zy@S#*RYy{kba};4;8dyuRIc&e2nT0tO3ki@)byvt7yut79oiAz>85GN%NG&{@K_5} zYB8%V=X^Yob&-4^(D^1-H=((<-oG ziqbZZ5r~P?$D3Q2!0Zi9=!x&%j$gmyOV<*#85CE4OOdvLTWfVx&%9-nZ>2FK5sEhl zfXP3|rB1Ez-%1@H>%yJ5o*)yyS9MOVIBsC2i0OhjfcK<0wg!Gll$vZ+%9m)Gt|77F z?Rs@;Ql^SzCnIcD_hvp4P-)ae%P+1Z&o}{QQigp9kM4|Un9Ca-W^wFQ)+X!lt_hfRnf)syUae%5Q zO?c)0CTM)O`fK|=Ic9_UW(-TH(x^PJD~mKZ)h;lwiO->IntZLQwrx(OL|wvP>=&(%hXhU67_t zPPkglriE6yD$@qcMNMJqMvSH)&*C&F73Q$q^>U7jrxw>bA)2|zV$$L4C9bPN0`1-O z(`@r@JO_T_V(DdeMwXVAE0eW60<@Aepy#!RabeZU`dv?_DGeLgUIJXBeyo{Iska_? z_PMowmsmYc1nR?c(OcV#Lk>nquKgxP#n$}ld%p4IlzYl4?;pymmO}z@l1|AJ7VE2# z@LZxq9`8Nv&$cYe+c!wCtqvKl>UjYP&!d~r9Hrh^KF4ZJzHlpy zl``bM*qe$y>|?i@`y?OnH1EsjFDOfDwY)e$OsByl11jSCI?7OFG7?Ky$fZVbb~YbA zCW~f;B>rhc{{%fyzdG362@VP5M)WKXY`Po=$eP=;B{}@3)4*21V0Cc}t+*i&A31)+J7Jm-NsPiHR zEI?)j+QA!+-5<4)MTMZIA19={h|_8QYo)wIE(>~bXtv+sC;s<=kS1>vFM=Z3x+vCg z+8&tNQ*LxB{ZlhAs{N5WqtbZ2D6mj5-=rp(nK`)lV9J7Ky7Jr13TQ-!H0Iizir?zc z+`-0W9|Bod6!v_nyE7DfzF(25HOCJkkb;b8MVCCkB`700l)}^U9N5qQJv#!Nslg8 z9Y>>jtNTsD;`@%n`4C@rSnGQyPZX(0`bY3Suj1*iD~RCj*G0;8YPMuU37+kQVVzw}B`*`)2< zj?b2Y5*jv>LHJ&ze!L*whqgC2%p-efYwusyB)yjCeNXOSvDw(IPP3gwz;G)Q4_%;C zOp0-X_^2(I>dDk@5ZOAaCIBR-MI#t@lQsQ|OJBBvgk{r$gz;M@Md-Jm)PkYL6slMR zA(37Q7=%oUF}W*teC?b>i>IO)@xiNiQ}@o1E{61hyYW(at#=PC*}5$eM)jt}y<6S& za=+d@Vq!l6a~OBRCm`hHkyIJ4G`A@I;p#ZNs_6Mz zNb$8-JACtH(*?!2{G!KQTHJ4hcrYh$!=jn^hyFIkKouOx{L;$Gidws=&ZwzxgQqm> zy&KS2C6kb_;f&JL>@Ob$N*jsTA{JkuMan*NX3S$OeQ;eATAkAH?JNh*XlEy$!?I8T zYpE;V0-%s>vUc^vcCChJSHYJh+BqIQZk`{R#>i&nlYKmf4tWF%lv`Vec zPIbgi4Qn`Nf05!wZH$?T1bFAvkn|C5hg-a6-g}Sut^=Bmz$?t+2D$D5q@R2FzU-_( zi&cUA1P0nnsQkTgH@{odN6bH`K-@sg;B)UZs}_2F6sy!q8`89V5VON<^c!#uMJlk% z^ZtX7zYnNaS^Fxtd|b{v;Qd8sTRvE>2g@Igr3<)P4f$6b)Pix+NcX@l7RP>=Z%-I^ zn*-4C@jnCNq4d$(t+qew*-9fm%2!Y&;sC;-(#-T8>mLQ{KRS0nM_wTCgKVp(MZ(=3 zEoUiUlMoK--<_1{@@G&fCz#4x5~QBuC~VqgT6w=g(W}Wbur#YLT_cL__CheLmf z0exmfTXLBgX1y@J+A>EOoxXN&PGB?rI*z0<@$}KGVew}>!kxUKnZlFTk+`p0ylr)M z;T?VQ!tX?0uEfbr=n`(*bLat`ydR5Wa`o!^1)9|n_M^+SqqygX+};-#zb?hYz&R5?Xny@u9SC$`zg(oTjwsPd` z4bhnQ&J#UBSPUi|u$h}U)%kLAb@8*?XM-}#hPX|-nFjIdr*2v1z72}Go@VtuEeR*^ zC$8hDTZ0G>zCp2rW5`PlH8a#kY{P#JJ2N-D!FK^BB0yThR44kLw6$3vff^?sPttmYvmXUC3;*TL_L)m*0<8DZP5T+tA{|Jo7pE zbAdYQRDdwN>gUN_ZMhVzTzakHL*E}s^x5!rEeTLFs=PgLwffx@QPgYGyEmC{Iqs*I zJzBEI%VYa%!w#yk>Pdfu*7Wx%-mH2GUBR42TP;{Jv-RnAt|+$%@FnYS;7Sgi9e&JL zFy8DzYI)>;;+V+de>+^}x(V*kuteF}T-~$s%+m3^i_+8AHywKNn@IWYFs|< z!mn8@F5|c4JZsp(y)9`x1ZtF-jSt)lNu1vdlJhHWd`fEl>3O?KBd_^GL`Y~nB(b(%M3qIOGMuI(x*JIaqLIUcw>stNaecoxAHIM^x zsv6N37klW^Wf|m)D$b>CuBJ_;Bf*I?R*R9T3&4jNK*nY2ga=(GXkxCi24YfegwMdc z`LDq-yG;jvc$niBnSAxq?7zqzZhq&}ish<3Cz!NssZGq8nVH!gQ^RyNnkZye>ailD z-1pa81Sh?;c7pW(ScaspU$*E#VENr!EeE}yvfdXKUiIU}Q#^$#vgy^`{?c-A|GLve z)7jdqucv2#rxcovU=!SS1{rN1XY>(MPmFne-|^H$3iMAjg})y)s|E}*Xmm4M5oi>W zs=Cz3Lf)TFBWQex!zh_Y`wXxLi5s!cmbn9dCrf!8KW#E)OUx?zBc3%-g@Z?PT=8t% zQ(CIHR>xk}+o~CNRDSA1cXW1=4fci+as$w-f}&!y0X8Zs6wX`J6(p2<4;R2D8dgK_ zB8vnW50AE#*sAYYzn`TEwSVf-Kdv-cIQkK2QN$s@4}wDB-~I_Zd2I;2SSX8{nCejd zYmfH_@9sbPe!!2ksH%X;aWlVT1+7Ari7pC-r`LIoUO6h$pYLqzh7*W5(!+x8{2QkA z*XsHkxj}{O_++D;#kNcK^z6cBidY`lzfoGHEGjOxQpV6}1QrDlA5}!Pw?&e@B(##@ zapr~{5r~g}EsjPaV67X#l95HJp@4!s z?Q~O|Lg{K73m{$j{y{PEl}u!#dj`_~bV6s6f&0f){Qi9prR|~NtOWk)u-!@wa@^Hm z|5n6OST_K?8Op4r%C(HD4*c#qKQUo~hri3eX2pr5o}t3x7}}V3Va{KEmord?iC_+F zr?kt&-nY-0eqa@dK%lqx|>NNj7MnY zv5P2|RCiwd?HJQR{ga5rW<`mJ5JFnII9HXxme?~|e~p2H@wuEq8z5n+$@l$xAVj60 zqwko)_T&3_z1J_#KSoGP6~fxR{tJ-&ZwK$M2d!NIIz;0=S;ve2b?*FoHp!#Cq&!ua znCj8||9_8W3ec6H2L*f-`0H=~`%C=ycf2Nro_Q-OcYv=TAXmRGvs$eSQ5(V_4=gmDSbNNJ9eygFl{fy*^HVUel4h+`qh< z#U&-9X#sj;lvi~IwFqjR(@_duXI&kK2xibfVipA2R-sS1n!3ytSJr#O#BwJLGYJf} zRepUq^ZAb=)_@o4zUUD!9xj^sNMRn)f!a!TK*(d%cZN!f-;3HhcwpR5_Enq9Pv0o^ z$CFFE7@@=8c`mBrFEDRnBL%tszenLEa^DMJiWt8zQ2e`{_`eVR|Km<9DzL`oFEl{pl5T z5{4g)#owo89|`nz{E21XtCJ$pjm;hDdOJugp(O!7e@-qb1qB-D+J(1yPkhwVz_$V; z7Krb{KZJdCT$7I)uOcdf2uMi?NH+@7F#!?j?vn2A7U>qGySqlmU`mH{ zcQd+S)Zo5&&hOMc_Z~lfWc=l}x1Q&lha?kXVq!6XBCq!cO(dJso4)Eq@5ti=yNYV> z&llSL2cbZ)E(7R1KIkQD(g!DqOyH+ZSr4I?t~fStRN^7WcaiLOgT8H9JxvLLO2WV3 zxVIlWDCOmkvn`I8r|2ILe6Kf1oWa4tk(?|~%^b#UZYeTr@^RVF3xS&=J-f|jd(?9A~A?2Qt9kq z!YIF9SKCJrsi%6PK&I+waOu|so82AlRr5FA7o7f;1u&&oZ5Dzhg9p$w89>sDTz}GdfpY0K!JJvvZ-DY|tF?R2 z{1i5UZPU3kaHYKwMtm_I#nwsCjC?O)d;SLVHRAg>;r*SRB3cqnHsRJ*@^dpFzs(&rI3NN@-2Wz;8@3%VNfhJqnbT7TGlka`tFlTU@F)o-d*U(RY+J z){99q)mF^&6Un_0;O4{Qu*PMpEi*_ya^{@AFkg@ZO)q3@x16gxc#8lZU{X<1%KAQW zEK~~3Qv_%&MOPQ^eTDqHJncc}OhBwP)F}lW_F6tqTO2OcLi~_~?$v2ID5?%R<1Sz) zb6RJy2&dM`WxG{d-|5a&=n~CCa6h!PXpd#P8*k67b3c-RNyL|rut3W)fhS#$oz+64 z6gDV{E^-!#``VkSW!1=+ca@ianaX#GzlUwfZ@*z(q}BAK#&kR^iNlhzHq=ordJ8&k zS*nmvZFy};1GH&K*4D`9qMphx!l-CG1Kz)A!RiF8qmSieWrHLyS7rK41{ZvfT{cdG zpLlNkY=R>NciG+fw8f;{e2#Dj#;O7!Zk9E&#`~gqy1Z{<2)qjHiI%k%m(OdgCzH%3 z3e042nzk1j+@T5S{w6o>`p;J`)>0C>ij}Q%TK)MAZVcZs$At|7H~06~Cy&>bm!(Oi zUrBi1x(3wVwTMRabWc7B1s~*;GXNdLV_-pTwmU7T*m_@VCUD3?8-{&Ca8Jha*#s&a zNHloyI?rsb^9FB(29oJWq2-Yr`xJxoub~II*`jwi2xi){{F(Q97i9gHoj^5Az-V6o z?E1}Gi(;{|e-bL^tr{jATj4spW)0!n0gwYpOsjp=bl8I+*BJh)Tb}z z{PNY#0?NXRLZi9>#t0L>+_utke!37xAB9qJ+TtSd%7*#Mi!PRaOVk=7@LoyoJ|8`j z+MB-3xIZB$Qf2W@avm1j9=D(ob9%ucNcN6S4c0C5S+$y(j8+IAKb^MB6n1Z#*a5bV z<+;>u@=^>Glp(DKJF3uX>eb{oR&I@JYX(|ELRk=jePmH14+@I{xf}bTb=#xLt<~to z$pFIF@#~}0C#QSN`&vC^-(X%fvhjocqB?2Z)OsLhEt^Bnrfon|3RHuzEya*{_UH`h z=ycsYUNl#Jc4w@B)?P(}=tv>y0W;G`JIT&`Mu`O-m$NcV{oB+t~mG_7S(xXR? zK*4aFW1h3tbo0&7kZcbt@HA|4W}m-?0~+WaRvsRn`JLW<-1g2+@i<*w-Rb7ytp(7L zooeNCR8(kM8Mb&c>5;5}@W)RbLC%%W8vWWSix=R>CxJBw zfvX+7WmEMoTCygJwXXOn!@@K%rj4y4eOrsRvJ4)|n|S6M zuQ*uPCJJF1MWagFZ;0?bbq&Q~C}+9b17jO<#h2nymCG`2eF`TjA1p3&o+`F3tlIQ5 z{@m}7V%%FjeN~;ey@o6_oL4N{kZHut_k`1GVIn@8nAQ?uwfu7ar^=_i-o677n0F~+ zK%7n(F<&8et!PM#;J9TvoKAU6J?h0}8qla38qtB5*chTjXc{-2e}Fj;NQh3?KYskU zEgoM?F?tJe$Q4MzxVY0te6mDeVSG)RwmPQ+m1lQ!zvC*<_Y%K@rodBM(g2z0cG0*+ zUZldvq4T<#l*5gHtVBs-*F>1VvX)+x%(OsD?ReHc1zdP%rd+P6LHgC(!m1v9UDZ6; zfTxlU6p#vz9M#k66?sL#8pgbrP^7%9A(v?p<^0U)usZb%b=aX8>EM{u#UXb84H`b8 zWFV_5CY#-pt>9<7m~wquY@Qn10hdgmG|T5&y-YuOzh7|CAI3c{XU*Z*hf{}vi*G7a z-R6V+iCJ|cNU{i{oKZ;v8+JHM=WrsM>68XmeOwaw3H9 z(}n;;a$1&VrUys&)qECJdpcoj>($iqA|3TMhgOqah(PMuJCTn989-6ET+W3unufB> z#TUYcCj5-8bdS&ZGPi>H(z}_33e+fr@f{{tVchR`yidl|PP@_vZbNRH9byHN`D4!y z<|TP+ODDQ=9S`?f(@nO@i%n+6FgDkY=1(WL5S6L^sIHjM{M9`iTvuh)%sYm23gZ`y z7URERH?HQV=HjeB7A-s%O1mC3(z!V9j{(h2S5a2l_{u#y-cfixg00655_MjbG1*Cm zKoP_d$x^X0W1a@*z{oV)QBj)c zD?pz5rkVM0>L}p`F)5gIa!F$+DRAx4QtdZkQSymw5I-%D(`qgYX#F0kWnx%^TsUqy zD>l2~nm%L((neBt>AuZ&TDp1P;Gi~;7DXm=dSfA&R4e>1mIM(7^);&$c((G;+j99u ze7A1%IHm66v+2IbOxkp7zYd`^+wllDT8|&OeQOy8!1fUPy!Ta{@l;VganzNsX06etxa@><$+p_odno>W+OfI!-@hev11pIdi zSF!4vG4-P{^uI6gwJ(>9JAYRK34 zggnQthhztpdW}Lo$(k_6c2aYgsy>>D~le!lFv>!&EF_%BBAmW78ag2s{Ilz`h zvFM`GB5F2L;_FeKW7S|ITwbgIt-0m@F+;9XpE2QzLzk^@?SBm?RW|<771EI>D?rp< zV>YT4SLfMf)8v7;A5 zC5AA?)t?7;xMmj@#83hT?Ke|q>P)DdKrDwH(5c4F(u^n) zW6*R|7mzmhz%h3;GU_e<8C!hUvX>NLNmF}SNW!-icSHq3YK};;CB&M!j z#UkKt7S;Od{nieNZCckGJ?L_!#W{{1;|7=dEaz%v_+YGS;`C%y>4|j1;*@z*xsBLP zW7Q=2;+*HggnQ_SlkuH$S|71tR61u@iRuSYV7_M!e^8#V#_!Exc`H?7gN_-8CZ^a} z4XW|1r8;vjbS`S{bM;Pp%?sb2omJQ^9+%yP<^n-5DhN~+7giwmy!XA$Pc%xLJv-~S z%bz6EQ{YctVthVMQ3;dApE!-{zA497_}D%=-c6zHDFV$>OkM1tBK5rPhvDFn2(FOk zgsC@KRjE4iiR`{xEtjT`bcGh{#FgT?6Q)ueRmeO(hT-#x%h#2?UZb(r-qSeg(i6$M zprP(_$&|q;VmMz~LDV^g@P|)fe@#!1)bzRP?PJ;ASwqCPT<+7nWCpa!^hs0hNcONu z@Zo~G`z;rlZ)iwt;z5L`usZD_YO8QyWDoe{>ggP=duMJ5 z>UuL2=hE`p>Ltiv&GfofkENcYe;w@h;z&RNd%;_xNAGa28@z;Qatdt@0sI5>Fo&~k zrL7t)-vWz7`6rGm|6u_B8){5ujLqe>QjPrfAT+UXp&WTdJQt4Q>vw=#Vei z*Spt6jH&NRSTaJO7rTQSq5Pc+y(%lX#rxj3&E!mju{O6}?viGGXFu`>y5Y_@x0@X; z{Np|A?=;E}t~^r@jffa#73wRNd9z67d1oLx?o~$NVhAgV!kbHy)UAed%e93Ci_7A( z0Vy%_Ew~(*hOcjqn@v7k7_hi*7Q0pz813OXD4wOsX*mVLX1+r!ayam6F=2>KR}5Rx zo>+lT2j--MLsuH|%D0*-u#+wJWSA)$lyztTa4_@k(-}0oB znN}|aPr83CuDxSOg`*f2sZYiB-T6td;4!z!i`)Vs(5D?0=EV&wU9sG*-gC6g*9k(%~?+oAi3S@6yn(M+FL#EqYi# z7oTjk7nxjH3`~w#Y7A$|kdmOkOymX|O3yXh%Pev@4)aa)x->O3Y~fzsJQ60b2h>VZ zA}thMLc3a`6rWnMtq6l-OHTKkK_eK8gB02>f4qwS1teddmTMd`qEaqZA7}RgjPep} zH)B7X-@}o7CF$ob=CPXk@Rdi}Lj>aDwRgq-M5P^L5Oa~w$JUvRhxNuXm8uQ)&@fj5 zt6Da}ppW_|a`6>_@1ze@_MT)Lc4jV!cxyII^<4dy$6dSeTV11#(i4vNJl?mYg|ww= zRY~+4Te^neW|P|+s}W0HqP|0p9J4}|@>(DVe|L3{Dl*$|$4fMr^}NP>@~s+W7kI}( zx#0X@a@K$+VyQGV23`ZfZJT!&EF5`?JQt;FJn*W8$bcG(0^bJYc~rXLQWhWCH)G?2 z@HM6=sM^UN=p2!-FfDU?Z5^{;?kCjwErFMv(-^mz5_eO(Ol#WWT+)Pl9Sa8r1GFqu z9d#^Jex7`iTjMmH``U{_k*QIKRN&M+VP`8M3jUe{MuFK@DB{$?&$dk$HR@9WgygKH zqjVPAJ>X|ji3hFvLAm`=Tg2m>%!~|LgKD-5YV2?Es5utG9dy5ro;1UQ#Q0T4h( ze1$7x6#b?b2?;P5w!5c&u)}-UVtUe+axB~34D+m+o1dp!3&uTbcJ~=8>)b_Bd%HPVa6l0%|7%S1M#E?7~Tkd@a`U+*e2v-#Mpt>zuYD0VJHQPAy z#mE1p_4e!pw{8)iM%!y{JSf@$RtU|L)$_wF|H(xUnUWBz!UnE3F8+bPLs?{1C^#(I zDS*pUUTwud**&E}8_2FYn%krX4a@(QREJV!KCbhPZ6o!X&`X9~Ft?zitIBveNZ78(}T z^vJ>Z%?|!R(71CB!#ic_NJ2JkDD79*quzajQJUU8v?;2)dpwV36g26q4;uhU(jQL~ zwH~arS)~SG5PgOqCC`t0*O>%6pm+Ko>U}fKf|%0ZUbRXQPw~)9d8(Kk;;I!{_iSHv zV6quYW<^mv>9euNXx-l6a$}rAYh@dJpVdR!EV`>l|G@<#;dJ;pB2rJA0CLf#v*~+e zU7YNr|95b?TOQdZlggXy9J`yPR%!*K-3tjIXxd4G5Xh>!YSkuk*Jwh|?B1}c^1wg- z^qgtvV&ScB@ly%eIkEwZP(aJ&<|K-*JD87*fKF8C zYWZ%~eTvMGvwltij&Hmm#uNYb$ZobPlE$09+347vwu3eoKzM&MoD*@`J3A+ zWVO4x6A=z3h+8wybuw zXB#$E;}vxQOd8%a;I8H#2iU+g^h2k?GBr7n62+{Zc%ruKHo$x`(EdG_z~Z2psvp(v z3liu7kAt`AF{m?)#S=CQWW zWLC+zE?NXb2=$=$?rX)Dp=&L=nor7WwVRKhnqm#YAn_Bb;BT?sKW$0X5<1?2@9+-L z@~CbOYs@+@t`JR6Ft%xMyL+7;r5MjOWj~MUDlrjoJ$}A-;aScYJwFJfxGh*O)JsD6 z9HV+%tV_$Zcx1El_UMQ^;(az5>`z81W5Ty8`JiNb^6~j@lqY{FPmy>o^yvyt1kvQD1EFWH4@S z=SYT^mbxUg7Xh0_=~Q2aGe8FUyn_UywclSuZwSGGpU-y-UcGs5@_j`kY@er3XD7JG=(yP*N7_d{fd#|tK z2QRV_p+)9`b(MirY4x0YB?Y&=Jk)vhCKzuYK25O$v&S3ys4LqZN;_r#olY0PGQ42F zHLzc4C{*E(dp>=U+?%$)e0~~E6dzk=tN}}9^(tW)eyNYaq;6XBOrp4DiH0P$lfu{?tS?lx0>{<*rvt--!x1FLFP@fRAyWK>rzFJJwK~m zg&g1va<)bV6s5QFri4RDvzV|Py)9C)GyM1v~qXB{wtDy*C+jD{vN>cEWxDiJg!kfln*{j!3|e;tjrutYkq17 zMg`@*=-Bja)>fxLPp5@Umd%zVTFzgUvI1MG%Jz`tX2yry2wC)E_w`f~wl8>{t-a7a zAOoLJEu$ND)9Z01WieVvwHxIF8_DgHnLo5|1elN<7MPa=AW6w=&>6@eNSBNWP;U!> zQpL7+8g5-1u3r@Nal2lzxXxs|(>PY}ZCn;C%qWR{8RVO&Q`2XRIc8hAhVF2#pAq5V z>B_!#7rQXnMmBwmhmFmE4tf6aRVv?Tb=1^(RRN?>i;17JYgo=x zVJ2GX&zVzc*{QVLJf(V(dJbOA5A*F$+nG+T-!D=uq&=znrLCtYUsQR)Q>SFnTsNhz z<23kG#LJ0P_Y?z}HTb9Zq}8T*L_|c~bs+{OgGV@McR&J5+uwrG!ZfW?JYfwKvnq3| zdnBL-0A2L)Da(AkFllr}8CZ*NeZ$h5Edn#0)VPDf5c( z9gq;cY3ygG>$}bZxIxo&NRx|go3n{Hj|McBM~%Divxf%~I^l6%bp(v*(Nt)TdW+IcG(bcvVPTfuilZ1Q15h9 zd}hhr*JygY4;NUt-oBN+(YC`+Yv8kFLE&Z#e{jG%@Z{-DOC+u=CT90@q(S(mwNIz4165l45Dwf zs#7Udm9$LX5fhC_BeMo6lh6gjOTH;`#bbv<~14>ZrJGdCjw3?KwCBmMu)KAsjy&W%7ORcriW_H9W zv4OSJnZhA+$t`{|hCP8@Yd?Qw+kr*=QP)j&@^G(2h)vnU79G9#y=yfSexbUj1OrDDYq z7})X8^%ej0JU882jqX~zQBzCzVqD!y=9k6~`y-E=c4a=Nwa+RAzd@rsDY z*S6;@yA!cu`vre38p0hBu}f6PU934+y8vo(-uVns4GrHg8#fgjtTla8zOIlzC|~dv zhnQ>Wv3iSMYDb%Xk0a-iFZjLQ8t;2K+Pykd>mCTo@<8f`74xkcm8Yi6zri^V@2|T# zfH;hSSIHQAN=hYjROb{CM?DGgU~Bu`Ypfh67-jt=+F$NQ?{K*-5XjT&X5gjNpIk8` zIP0`IE4<~>{2iVpqwN*LtRPQXCb0CBwdQ5|>V=Oo0<%#1AZRrNw~qiPn|2Z%iCy|4 zFsxEk4?|dJz^jF-$o9iy%&$1z`8tKwm#>S>X@ep{oi9q+&R}B!qSF$ga(Hu~ylgw6c>3Yf~bNco~HwZ5tvf2zaGm zq#d7efpkxJftY$Ss@TQX8fTn*Pdi$0s&B+Y9ixp>_hC)EeYBWdn~ zICGI=Ph3K-T;H^E>Ue(=5CZR;&?z+H?9DevEx0;I+w4JgbUc1gqnrGK$n-3-)I1fp z+G!jI4c8z2$o&=_D_iQ{I{K1;wH~^Aom7+Tcf4J%7z4JI2!y5O0_@s$9Z5wFqx&d? z-OW!iiv{=k*CN1afwozvzn#~WGMJw4UfO}|m9I|RKi779DXZ>85^;twddlR-^l30u zzypB2_H(FPhxwxe?z=SFgR@Ebl5=kU$u2ZO7eRk;{uobd6>L^-!Ru(9^F0s%!((UD z*f|GlY(z&{Y`*{Nt*6O=ar)39mNlIidW$6hafSN}Qf;}k z&ZeaCH>Y<7@7RPMPJqoEd!2|O9|9A9r?UCFyotzdg`?cwt4Y#nWUw_Xt6JmlNSQBP z{TV+Mv=dWraPc%+&us!E+AQnA#nr;mtQjGzL$&IdWAsGnB6*h&(^;LRnwUl{|9s{OUmJF#@6x-o*({ut10Nk65%MNYmu> zf8j=W8fUejOC>vx)jfRr_bKd4$O91Dv2`KuFD#x+haZEH#GUD{uAVf)DRUVwc1%rd^)Ja6GY6iVB68zvGYwR zyRyG&DU7rshVasJd7WX>p*0pPO?zHy6)+{Ey#a%XN_y983jU_fqeb*DBAB z%+AVM=M}MEN3~9CY=RTRp{d?zhjWI#%Ky1ccMm$xU4-D%;0|DR(vJ*FdK(n{+y!sQZ*mU9^h8PAExI|n~_J&_$*=I0D9Q#U%zOEE$6yAT6 zYW{RZsjpwl?rqKGhU)0X{|5Xd9rj)l{E`(lhT+>vekxJqcq$ze&|UgwfGxv=*?w#l z^5-jXD&1CAORO?RTELjYi%W^WHl>pgJsnmgAR&1S92$iq;(ev8`sxCX_|7D*^SL&A zU#8qqiCqHHT&dpy&C&@oc#2}iHe}AD>8_=E3K4)V26=C&*E!G(E!-wtcg(ct%=zfp1dz+&=91|#@tPUOX zcA+=qX)-C-Dv$N}x)d1Hpu_augyo>G(ygDGpcBKW>WB&$k&I<=@|m*phMrGj5pS(_=?GArmlAdtTHn_ zKD!%YQGmcRv^l6nUV6Q*0w>?698!j{>N)8S-_8RKhWVPNdwhZ(%$duwH>t`W!~z~k z%g{S8kDj!R{+NE>9(M8k^O=N+V73Smbx$F_e>Zsid)}f6))%TP6R_hWsHmZS4a~h+ zlFd(UM)ByjPOR#MVreJavDS4(=A*S%vQk#eCrDdj53J6lM*GcqP~QPjnsuszkJUGx z9k$p$X0?S{pOgw)xM41hH}6c|N~Sh7f3&qds=oV)Wj0pL52#nPOLmJsd+2W<(uDQ{ zd$*h0L&`JtWavfw7;xR}PhHky1QHHwy)a4!jb(7r9%;wgLRf~r-m=I7BH}aC%Z!i$ zVWu0K5dg|vL8N+VS`>U#$yXpfS@98B^c2);Jp17uXFHd|(vpYEFsZPkJlO4zihtK2 znLn69v7n-irF`p6JyQ@@*9G|`8j+IGug5|WN2hQnn#^IHFa3J97g6T4J0%PkR)C-# zqBa0{wfN+C`F5@8>#B90NZmS;M+Fd7tOcNG3oJ8{?r@-;A;5j2_V&*E>ZJO`ZYs9; zWo*Y(00}}N?Kmr_5_el})>xw#k?ImzTirh0NnUzO_E!=sv0w(^z-}*Ivjl6}eMC$b zK40)o(fMxpSc2IYmIU(lIzBpj!^z2Md?21zx7g7kQt9CAJa}5m<^JeGpa*a-q&icg z;W5&7eZM;p{JWf*EFUw0$CWRZd0plpJY5KCxyS?(U!1<~Sc_cD2U~|Lemg`*A`t&z zLGb1byyq_>(Ej~Fnku^MtCS-Qwjh0!!z`4~0~9~Y##ESfBv~L_e$hWjhdV;!*SZou zMv?migt=1tVo2EC7y8Ffp7bavQ$l&qrKm!tW)N!2wO)(2ZLGWf!v~|6Re?b&c=RKU zN^E9iF@yOscTB$ZxBTuH-SMMw^vB%#O|_*aeR+ms)<4Ywi!xK6o?$Ir-N|5$HAU>< zZmR@SNs115*FE#qLAfpi{n|@SEv=3$BkwMpxHbvhbrt|jr(EhVzwx=JjhT=X zsG%~}&xBujgBDB1-&Q|CuEg@u6@EI>_edwFc(QCXS3<>L&_!bEc)j;$0XtE66`ND8 zH&kFua8uc(4>Rb^!}J^wQO-xjtPvPsNNg=lvn%tk=`O~{1+bSEGx~J{|R}Zqj_96cdpl^UjG!& ztZKn^@GooU}QrikOPd|LNoK;!`-SZ* zw`(ya9hkKi&|S&Wl!739^SLx{I>!06OStYXvi=&!zH1{3QRveOyb0z*t^Zyu(W}fo z!N-dnDDuPk-43MZ&>ioOcP0ApTafdwE%ruQz`yr5!O71=6xu;U5!B$l(39zdSBtkV zQ-VomfK0{jg~$*{2(~w?@C8-<%vnpR<>4u#WT^&c9ea}i=|Q4;p`PpI@KdAZN9SZ2 z>molFsCo6I0lms%nGx5l>eRTJ!9Qb={|noHkMi1}BH5H$8zqqNxqP_snUeVm$BPUK zs(_Nk{D)U*$p#4s{A_(B!v$7(5afxxva&+i2dJ*EQH89;KY#wth>eXc*d~p{M|w#Z z85wymQ!_?0Fd`r#LVG1G{-Hqz2G9}`sTeW=9vH}!&NS#jlOj9E`qDu) z*w@|t`TmWqh+zF@Wn_H*J|*U>U3w?^8=BW2-V^=xy+1&9YB{<*XKhjs1${?&l_ z{=e6}EqMLUxAgaO;%{fhfBW}2%1`pe2Z76CzrH=D141+ce7LHDKiuA2{u-gS>qh>| z6Zq%wZOQx`ACCp7^bu$lv8-=$a#6OGYt%%I^^s}c^ zgnm*ZTdGEO;CapOb(28C?{;q|vy=0Ms_5qLVGsi4RsT4lmRyi-e!Fn4`M4-k9v?g8 z0|v)Fj7h)8oe{9`mw%}MnlMqq!!j@YD358Egvyv**H3)e2VeZs9bVJ=-T2t^CM^^s z_bxal<_6{9TUDQd5a=IY+%9t$-tc?tIAwcu{)1`X(0HYF8MQH2`=z{O${(6k?4{55qv+?&?%6 z>3Uqq&3^3qbToSXiW1OVW&)~5%r4;(>aX1K927YZ9vV}Afl5Ky&Iv95$A#--A^8PR zCs#USgI*OcR?-nUb4obw0f1urP2lr=8U99RfQjkr?zC70C%2?rmzGotUvrF=sOkG| zdtW-TH($-DBJ_R$$l@?C2O1{T0jmiRG@RuQ|7HS9IDj8+aCQFbKGd)@}G;uju0^A_J>^n#Lw1Djk%FL zS+6`&oz;An_Z?#LzuroKlzEyGEoPw}*n;QcF{5MMnfQp%!B)cjf z{v%LS(AP<)(IXr%s1>Tp$s}=mk}DNz%F*w~e*7We5!fnJHUc<*7z8iwkFyW4C=iiF z%(=Gt_J5plz%3*P#9g@_uMJD;)0Z3RA>ZG_K5$Te=Oj9RriJv^ zCHo&o>F>Y#Fp7Rz&0E|A62iyMr}4&Gw9Na@ErCc6>C{_ZrKI|Lm-|}GRL~s;!Wlsw z%c2qhB=SpXH92JHb?~wGvA%#fUcX@ar>SR*OTCf%&g3|s)ng(|tZ;>U>A$5wsY%x|?l)886dFRosN zH#?kerjNKmybympPIiut!xq@qbwEsxR<+~o0nV#eLhHS8d1?GjLAK_Fi3=kiB-H3m zawbo-3jVv>>>Xzsg?;bg)D+hh0NL<3-B5~%f^y=R(xXl)jlzqJl8Ij7NCJ5kd7$&x z(X-f`CbIGBH74S~g!QhwYxSMy27dH%Oypv`t@oX$k8=6EB%rB}fdLT{S;3_JFldOg)Ge4?e<4Lrbb3X)#qpzeZKN75XE z@!t~+#;>)#ZY$0aHV~ICTq68(AON73c*&2W)X7#PE}H4eHpbvPCGdMb3+p?f=0-G7T^Aq zfAsv@KOUO*FUZg^f1Wh1K6&H3514Zzx%+6k#^ahLp5QWQX-$ z_HDR4%S@I1BOsVNP8p!GUh`Jx-uW4NlneOE$F6TaIHx}R6`0f1WWZ`XYB#)JgtlseQH6nao<(b(2n`_>cS?7h2i6qvFSlqxT4T-+>w% zC=1$7a(Hh5GF1R?aWm%S z53Y9DZv<2X9E?{nSk6`oMf8FWv?;fdU*UHHLm`Ht1%MX)n8$Ru5=}%zglPS}_Z489b5M3cTiOXJFRwCwF?6W=NQ}`W z1A|679`9=VrG=qMpJV&k3=hmARb{(n1t>Hk!+vIB3g3IyCyjSmTUzsh8S}H$SC#Ts zau7TIzXdSxQ30;UM8l}NYFw^=JYZ}%kV4k+8IMzq*Kl@BGZQ4nO)~jn@qV?wZV=e- z9ly(oF8lOKG5PO$dpCyG~*{px++XlS*{9d13*lcLM*J{>mTa^S_=Pz zYO8rZB`~Cm&z<4&WN`F}Z3sLR@Gao=h0%Gg)T4&dk|cI>$?eOmm}`&7fy!{92B}W_ z)uqgA*6HWEO4fY&0DLeR@2tt5MkAA&+1^fRc5NZy2DX;TB}6#Gr1wlG4|YtJ>+IJw zhef$A?j`V*?d2^gVpdjVPjc;b?j3R*Wq1CBoF&$n@e^WyTn~q>Ul{pdY5*B+g=vT; ztWi$kzL8RT(wkAm1xVTepx2eH)JX9^I%58@g#7h_8>q(u3J}UZ>&dt_;=lUn)glo6 zGm*_(LIqZ;!JZ8yDVfRZ;vdH|>tttSd@0oQIwT7@-vcp@h9LIXPq@er$F`t`@8%X3 zYY!$Eqh~w!kIT`V_W%cXl&Q8GnC7*Boo1sx$Yu%UY->JMJ@_`3K|{UjxhS%FUxCfC z(A9a-&R{Yp3og^P7$Dq{S3DJ_C$IhZ<#K1&^-?QeTI#a&EFWkPcUTK+K-SFk4o7bF9eUc zY>~C{aen@x(6?e#R< z{p~?q=N?=8-T*|2{_i!FED+0OeZA%MXiX-V>98w|@Qpjv388$+4~XvNhwDAo0Up=* zB@jIwlBI;&q4;c+ZmAqP&=W0#=6`$Atj(c;#-NTXatjD`aw&DOZl_^rCf5=C$8CuW zN<|-hwOymMy)98(-SFONq~%7{vfA0(v#I%mYj|iNHp@DRE$ZXq)F(hw@3cWmA&Q1t zVzGoNMPx8JKr_*7$`hOFr7yl7g`A~R`=FY?Jjz=NR&S??2RFJh9lMD z=(5UqVV`_3e=*fNG_lj2#%;U*1?;W_K*r+D^N#S|e|u#9U)QP~&qF7ufZ?`< zdfk2@d3x;CW7M^HQ){C_S1k}%VOaQpg}kKaDf(-XI;+P8Ra`gq zAA|KOC7sd*Jf=SMA5YKoG4K;{l$c}QO>APl-wxM3?P?KTu}?U^wfzcEo;3KZC7Lxp zP6wJY5RtF^(NSRlTGW>pfEs_Dx8`M%P)J*~TwB39`GRU-_L@$|kg?$nAhsU1h-8fe zxSF#gDgZC$Sj3YEzzL?|lNE;|$oJUtbJsF9W4<5YEV7avQ z5hPB(xV}~|=~hWQBM}G_Q+n|fIdE?BxwR~mnJG^vx6ixObD5p35J~OVpnLC0;3mb^ zO!Hk|`7r2CGY{}XWMFhcOT{e_nG^)MO78PCWxFie5ChgiJwZ!WpF|XMwZhW9@KB{0 zx%~4{%Lg8wkRBBa7$)t87GVDBDgM~oio6QxgrO7WKxRSC`&qV%0jX8wkm@O?6+qtW zum>elRC93x4ozZa_+%8tMoP^IJzIU2G_XF7A+s7c$ZtCt^k8Za=Z#(C_8N0`y-XxFi+xd75U@ufgUS)*- z`w)zQu}lwih`#e5lF@Z8zVdErYE9qJmmMBo=%F{j4ogRI4UHaoIRs-S7ooHTZ=fDf zOaA6G{f0GCTIF)urGn}Hhy#Lzf&x$e4A3o^uYI;Gu(Wx7RkqfJtCm~t<0m-&!WJzX z|3(->o6`DNBMPj--wIu@2Snpi8&)l5%TmNT9;XY!wsm@j-SYYOOOVlx=T*IU_!*Pv zoyS8pf>0)YK+ zy7&G^#^WDr25_7L(#}#LsH#P?+?t~pAg8NLb1mfX7gz%;6m`c7uaA5 zoU>?lnPrz|iQ1>YfPieLb2M~4UFdB%;vpJHSqbCmB7uLAB?ZAXKLKhC~D(PQNI(WRu(u1--UEoF@)rvoke-cX+rVRcZc)bXuFe zCL~}qr3|RN8c*h>R2h2cpI{*4q^6CutKDDXd`5nlCao~j??SOrS0kP&hOB)N!r5JJ z=B}UOdAuW?z7ToX$M@?sgYRy7^pcw;Uwv>Br8wIe-F@p^<0iRA35}euP#rltou1sn z3DB2Pyn$vANmG!el*$bNAIbG?omedA`~(_EA1$sFtBlU=z0V|5IYoiWHwjv;ZTK?I zhYT!d9bm04!8flewi%vwsy4n9FrK_%0gzgFU?>j~0+Oa%XM%_S2qOP@$P(_^=<-@e zpHsCWw{GgVuzve`0Q_DCXdJ7unZc0*$YAKehHP)l23NjlFVWHH?{*w(4X~7$7Fy366>UtuUY(!?xh#L zo@6z*OLORCq9z9Ue&We0@rw{sfqE$l7BcF}iw_&%q}EH{pZY@Q3VI8R z#ZvMn`}WXKV2f-pjvA*}^PcV&6790l{urNnh0K~g{xi<`cmFV=5IRM^0%lcZD;}io zR({1!FzAv-o0&L0)tj5^WS72$1<{%qlojJ$prhXHg+1rf_TB}%<8z0=fG-+@F+-Fp z_63k$++FV%k96OUm8z60k;Q~za_}s>%jcV1KV7(%#^w7+qNr5bSK7{TJw^rGvF}=q zikJ$YuCLuz?4W62io_H!=Df%v6gN=j3s;6lhldL_5xXX{O4cF?h1t)xkH+r%FPQHq zRoZE|(L2Rnd`taZOdA;(Q(W!FhAH9I<=lMY)R0-U6>?3kH#DGVZA&(Egz%uEEwR zl+i*-02}*gZ^H;14vW@v%bmr$KaN_oCp0-LHMS@X93pIVM;hO-`$CxL9F0^azQ#h8 z-=c*xSS02wPQer)HrqOw~z8v6rQLnWcMBSS1yYfsy zdDqj-76^N|BG8n^Lm5~4KrG3|eqF>mdr+SFDWO=5?=FC2tJYjaKpYgi9QN^c9SH8>p4Q7^Qc=@2an$eOJd!?@pRbG{VN zhsm!J+fXmN0#Rblb?2y8gbUs5c%e~kb16ZwvaNB>eP%9>R(%!=4zkNY`|nGK@J7Ir zT&6RMU92t3*4uZY?rPkC*Id;oOs!9_uvI4qC19q0F9BSsIxEv2z3&5^bLa#^#Yw_8l*>8cbB?XMQqb zltXcRZlQ5Tgr?|^rV?(l^TO{$R5;lDwVh4AyHLuNJ0tKRa*DPUR14Ot=m<>$v~YHb zYtP&?dA18GouH9#8A)?4W3Nshz5=q`%nE%G<>;QVfSYI9k=5{UsREMdm$cHs76moV z0GgL-aem+be3o^aB0*7&6WU_r*Va~|_4igFW}+fVr3?fj_e+-O@B}yOctBm%;6iVY zi6OErqY>nt5ou!*H<#Ykdx{8P5d ze4q35)yCKJZ&`IT1Mil;qWwD!u6X?#!2HeOmFpq0D|H>eXX`RslQxm`PN7iiVDUu9 zWNPg~MkXk}JEBbJ!De9l;R%4_1jzDGNy z0JsBYQHZJMtceJ5MiNTe<{{&YYRV!>ghkO+d&mD`A?@J?g*sU!Rs+rsHO(#SCm2D(w6ZOdC(TH>OsF7V0oUf20e;ysui4 zlMRYSW#D@w-@FgtsN0(=5JOtQ7USoD7KVQ0^4VnhkD>#AY$S?4TLL^aqkt6+rHz-_ z`SOFCi{#1gE|L0rhYOO~|5anq@%Ymxl^T0u^+qSbgQy&&BaE(hrC;%|`6h}zar-IN zu%=3+BOK#y8n3_ZoO#sl@=WsX-IyX-GtIY>$oM?l?7s8mXUARM_eX=0E0l{3M4_Y@ zn7p&u-4m}TPD+)uIwLz0h6)h2<)5@Vx5srtB_(KnW62U|S^uoo!sEcFiXF6mrvH#9 zMyhFzWZn|oRR@QOgZ+s=u4FkQd=zr-sUq7oPv&;=o=3gaE^OB3=Th2z#Vjy^C+46P zFXbnT6jIJ~MkG1lF#l^w^!H~r#K0c!FVkTU7s3Jc0Tv`rl;#xLTQ_HuL6eQ+Z4-Vf zKwSAHcvuqsRzEHV8qNpYHu_^JO^8r3C_cl(!*g3%S;^H~>x)L>heRQg?8a3PE4aGi zy_8o zrlZXrb;n>h8kBq)^k(vuoarF_*Zt~bqlpQb=5*>7r3xj-8xo_sr#R=DTvT!6iRLsZ zl?rQ+p@BalWh=*f)HH{c9m$sEt`F@~Zb~P+ja6pX2=li+P$D8Cj6#YnMK~eYPhcqU zE_|dFx+7m$pDp^IG%&lJPy;C;krU|5KA_l+lqRkHrD{!^#I2=;3&4HSz?xCs+L(ON z(cVr%Pah3o9Mi94-U70m_W)rgxtYz73sR2_Y^vZaWj~?uxS^7p zQhq%32K@Jq!QK`C7GR>QdEjM=E5iktp17QxDL}#NfEtpJ8OCeTN#=O*C+bNd<58@L zD_j_uTuD`G)wsdiMm$grPTHg2NbdxmFSJZ`zy9XHhKKK_s}dhF7MC55Qt5V1+`YX_ zMb;fGR8ZCugrvy+Bf5OQw3sRTqs`_!e!-scz)QA#%g+vDp&S=9L<-K3C#Pfr4&b~y zn%e3(k2JB4=|4BDI>g9k9B`P07woYSg5VbO%!fpxSB7G!G#aQD93Hng?zHC=@&^^! z5hwFhB$_r(!|g0xvBv=#+5Uisb_(#jjt# z>)ir6v1_pf;6RCwBBP8LO0Q@jL4)1|4=CY zhZC=*eCcN6{IzQ=PRim%mJExqn#mG*UT^v&huwlh+nY|7{Ex?1YJi*E=ElisYrg&j zEB%RYs0cj&`|Br7_gayLpU+!8mvX%w$wZ-8V#|bqdlL`0Gh7!FXJ+l_ls`(A>hNPO z?s|zKOvPK>_c@IxGB}%OGn2gxUS+!-lz2>pg16IgVp0q5Uqb{~m^h_tDU+?W=^0Hz+Hl67qwfPRj;80i z14dRu_T}Rg9$a0?al>2bvom%ySB}hJfVQ&mg_#^Djsyc>L5u!CP9g3N`677w|NEhl z1az3sUE!etBZ<5 zJX)e381n=O)$J~}&P+<*t&579Q@O;6<)_Rc%We3@)96%W?^wlJBHwl0((kZA^SngeX9Jlh<(@zp%Zvg@;DCSdZ~F z`>{DB>KEppg~SR>FGNBSfD!523Dk>~OU#C+aRC*F{#343$8UCaH8}?LSI&-(Qh*P3 z-_jDtK=sfZdZ$gKvW}+1y&#pva#JK>iPgRGHwCDExB0Fv!pcNX=YKIneqR&Y@LnQ6 zV5MAE(>^AK%9nuKMy-WA=l$v!p)?k7-gfm_OQu`|y^p)u?7zv+q~r_@42>`fg63x? ze-IDIlOVgZc=u+^o7hP#yP7x&jnojTw%D;8PeqzGc%g^gd>J;&)8*${QEXq8|DOZI ztLUp|jEmF>%Qt!@?f&0d^!wiNgB~&K-zacao+0XRc>!D&@9f8qbk%PbbLmjH$bd5K zzu#Z>-P6b{0mT=W6sXe=)P`ZraDG;Vn4_@^|u|!G* zD_Oe-_dELfNs@6$=h5sb7TF*CHiThzW?KrG)BuFeU!{TwFRR9{|Y& zE|SANsX~jEZei`fj?3|cyFyG%Y!0@6?mjBvFf1S-f?|DbjkfaBT*lE$1sst5ygZIK z9sBv=fbWGH^9dnhEr1fdP(U6Q572z}=Fa%|=P-HYWlQ{uzvWZs18oo&{5=%FM?oY% z|BR~@+E!S4fy=~%mcQ||Izwr@KFu+{YukCX4{S3ZB4ZYI6u83|Q=h7NMgSM~`azU9 zDyw?FMZE6VlpHRHvZ>ipq$u`)es}uwB78Ji%`;eVIJ)*HMqK>bqDOR2O&XEB2 zSc@d>fFB&rydu1{0Xon`@+f2)@^8)5-~L6fA~9SG1#`@KAozz@LY9%=%|Kjdz2z#( zgpMm2kn{pGk0y374|M-Xu3d)bHtT6FSFYA4<`u;xiS4XwXpz`x8FNz<3k^3r&Plen z3tf(#tRi!`hay{D8fj>An&C@I|L_{?@thrt%_&9gY%?<Ix=5f9?d7R*18B(x&dJ=#;s7k7_9tE^Wzm#@2!lL~#SDDv>a9MSAZ{EYgiOEHu z9!lhDqD#faZP6Cq{be@elEah8<%KJ0#WM}@2Pmf(D>uWug+?X7!NKV#u95maD~Rjy z^bna1!bkxf;tOx=?U5;;J@^1mhs~OYlvV`yLthiTi-~*V@|Gr>CbY zG#^BNlv}OcMWol)M%&n2RezBCf$zW?@%1@pnhhe<1^Yjzl{_C-bsW2!FS_e4v1Rv zFX?VVe0=nmaK@;E@F6iH=jyFBgU>ugYN3{(>4?H$i20udCIM8ti$nztHF`w@nDjTk0(4l z*jH{yNUuC0ZpO3Zi#vec2j#KWL~MD!CEnn8nsNO}8206W*Pn6U{BiV6QrqD|?Jm$D zSP^jyUcvkUHg?trbsNhIu$>`~t%oEx4HvRA-8dgq%_*1s<3ub=m~5C7W(K4h?p2pnl=kv-DCp6<^} z{oB!hK9K(IX}Td8U>+;*{(tvDzrU56?=w7Qh8#V`-X|t=HRt`}+V+ecA;oV+O65NK zS^M%v;eWk)ZoSX&bl=1RakyHVD(};H83qi;Hf$DDlK_&E;yPmMS`+@sFxxRn>=&KR z6DoXRaSNdGq7z`CuGUH5x&7*SJDs`<>Tj3lbt3kwIPPbuSWD3_V0*X2e?l&jNCVpy z{26DVMUUKxUk!{XD&Xn5^?7W6<~cLXMRF3%Xs_)JLM@Ms&0lUHC^1 zA>??H(0Q#<&D)h(IA9wU zuE=Kfcr_{x`C+fR=xrmvBp&p?FE%2^)16xMBNu9y|Iy=X4;E*1Wx>EI(Z3I)KX1oB z2iR|~;1Rr@>kSKEB8ou;`;Q0wF&zJX9zU?k(4jEFS;=L7zIk$*oa?pMU{5Le=* ztA|?~=hHRcsE>#nWUnn$ z42oeku*6LOE@>VRk|AfCz9E8;wOU4KV~2|U`Sa(pK0$s*uxE;@UJ7g_Rrq(`Kjz=d zMX3?sV%$n_Cv&*Oo)8bafB{Ag8BxTN&Z!X_|7AdrK&b)N0HHWs62Nrhm`_W??UI3| zbs0JP=?xLM+2IG*{4(!OHu{jdUdVycNj}#@J?}WT1~8b+9a9rF;ECQ`uv50PX@A#z zkMh^A*U}r98I7++GyYE#!xR353AkI=Oxk^#|EHVmEyN_WX_T{V}nA8+S91zmiXlN5S0{3Eqn# z3z{MBhTzSaT85-|BL3?W;ZdL#Tb_MVS|M{B%fU$m+Cbh!f1Q7<|I7K;+~(sC5}b~} zJN)C!|7A4&b8x?0p%q5_9Dm4=drAjy_iE3aZk+><6AiEkd zjp2z9O1)y(uzMvNtJW_|bap-DYSXd!95M7w=gkL98+@)@Ll2-P??@4IVPljY*PLn4 z)9?-uoXVUoPE>Lc+`X63yw1?=kr=NwVKThzCzMX~rPuf$Mlm15%VIUn29E?V znkpRw+zW@Q9f*p7QY7b#u~VR`CzBF>VWE5_+2!VtljSEicXYekJ?KVp7+BaGYF7Kq zDB=;R70#7jq84?L&n`y`9{x|a+uxV`L5|?4RPqJU#+8&VHG}r+0S2>3j#mdPAy`cE z@*6#$&JAy_!Aaa*uT6P=xRF1|dglzyPjGEhkH<@U=S%%`a`+dXCO)xQSiM6zb`U1EZeM&ZnuOq=q7>AAPakmbuI|c-5mbramLB^a$Nd+ zB|+B3@D}GB3KTx0q|Zy(?tDWJ#kI?UdGc}2g4|$dEk_`UsAHiOOFpXh@oS1r zmTMT<)g6pb?S!BUZKd(Jia%!mZ_BJ2A#TB?Iw9dHFpvG|-=wLyoQz6WnJt*JIv@B% z4iCkja`Y#Y`$alGoOsLFFWg=1(xEeHqif^ClTBxqn_cMeLjzmju6*-k^k@zj)F4~c z+M_J0rKbfo&3e}_#rG~qLn)QvHD)XPT`SaI$z!Rjgx33pcBH)xFB4&^4&u0s4jV$` z(p{Bp7&RSsc_mZWv%6ELD@|-L7*~M)009gpGkvJ08MzuUD6)Z?`W5lG?j*mKI>+7j z;>nDl@f>0P!+FMu z&5{qB{Ru;uJ&I@_;fA=LqXBji9}q1oP4<4Z{lvdG9}(R-s6UUUGD9cRYzfvm602sr zGZ?5zE}Gha1n~Vf%85p!CqaBVm@OJ#ZoW42x-t#eP#*nJuwTH*LI}oDV13 z{$z(=ww~@xV9YkJyvOdl-pgJZ$B+m|@`WZIO+L?GVq9F`4P6{H8clsnVRriAj5?xO z$HyG5J@R zdaRfu!^1BTp{JaFUI|IBU2zY(yWBNK=!rR{vl{=<(9bw)u?#8WG!oAewp}o^=iHm7 zfsBgL=lBEY+7N<5>drM^nHAZ?;j~UdrMinjB=FB|mlhln8G)%wr9C8OwfyBDNi!Tp zOk8a~=OdE^S*4xFv6w(tG*HQe<}_f>683ypM3}A;bB21JUb`++tLXl>A^FcN53=Wt z#=BP9+cWB&Vf=|rjBBxxl-7-oVuS@O7VA!+%Vo@e$=_1uej-;Aq$F>^oG-qk=*`3| z-jtvZfwFieY* zAO=5xptaDsQezeus9D5E2%>Q;`vGR-{_(tonH_DZ0ZwYMc;EBh%Uf_>uLIOrkR)eh zli(;j{e5=_hX}O3(&RJ{O=_ZTlN@~Op>}LD0VJqHR_gV=NyYyCCihoMu$kvuiGfl0 z4pty$d_l=7)i~zUiA1I3dU4l5G%QworrZF8`_}R(dZ%v_rLB+pQSY#iV%Lv3M;C)1 ztdcoq?sEVo_Sq_)9>CGNh*Uo@Y3s`5dGS^x!F;8~Bx)EX3?Y*!@8RMGn_e%vp_Xab z)}2ztPR5EzGC}|DqLPvE@+TdK`2#)H(!)NK;vk2i!Ep=k;O#FkvmeizY{rV(Cyy$*k{Ht-0a);P%CMkRXW6g_Vku zHUeZR{AvWVB^wwBxyu|hacv`LBRWDbEtad_jgFU__nyzg*F@@Uz<`uroNxJhD@Bq{W?S8dei7d&XTdKb`Tnv5 zqrSOtnaj)_S#oc!xaK4(xa>In44t0{q+KnZ=y49FR+9!+n1p&5__gN4Y8|qYvdweG( z$bn#)U18a3t+NL5=`k#(6Qi<9XOmT>YC|!IM$uf0t6nGq%rM57s^QqG0_&fHLQzSe*Pi?b|2AoQb9UnEibDtK{@&GL+p5TfXR|ZAvah~=ZoAERLp-8Z!-^71t$=OZmgF`VtBhb6a2#<2`KZ9lmC(Dajy)qb_7jYduB5L{4e6tf@hZzFTUHNquAx+>5M#MgzFf)F%*gCQ z)~X(jdSf?tD)P~sOOMehQ9+|k%^(t!X)#-XP3Vrzrc|{sg;A{V9QDIaF7gMAaiQkn zF$E6i&DS!UPDv)S;jMw2K-+Cn?Pycq)Uvn|YSJ zyjNbo+p=`%9;qPY$~T}!G7FDGTow#6lzzOWX501Nd-~t{#L#mRmX+M6^JaX4OP>gn-iviVV2-@9VE zgcXMx5{vOi4*zG4g9EwPVCR>n9R`(rG(Yugew}HvVG)dkIy2f9@c7;m9_=mU?84G@H#M#B#(FeEmSvZd zx10){ngUI5lc8VF zf0h*bX}miXTg1DL7sy$wvDwzJL6;mjRm3S%hLC^$&flL<#9*k!Nuf~?_#TH#yP+PYZggaP zdx%ZxX8p%hexVhJM))1b$_#0)Uw7q+m(0R&gND_xn>*p-%2iUV>koTRU?Vce=k?=# z*0wh_s&nI5lvdVYoy6O8!zraF%`ucD$eG&3p{mW z*qsZ!s+H1N*V#l$rGw}nd|nm%fEe)L|AlCqTIm~^d`&|D+$TTgxRZB@fvPP!SQAT) z*X?HD*|=JxC{B1|Xr+8Hx5yHn{7 zXZ!ri1MCI!Q^v#2<`HQS+eH)+LB9?csNJ?Nhp|5-Q@G)tQ<}N{xbS#ypKXn@B6M@K zSS<-L_W+AMsXAvl^E&)shRQ5)(l(T^+ezA=-A&`H;&B`37bH@kmbBTTT64`9+X%on zB{0^mWMjTTkuSJOk2IXJ8*Rk_-0Dors5QbhxngZntVWm~Yca3eAM2-ryfv zSyzc`-4x1t6~2{oCez3{VyF5Lx zn0#fH^q|t@r`CKYTRFm&{_fIbSF5Jf-BZf}LuLo)0in6y4@y~LnPU`;kf!?zV(@g5KinH zLXHJzExu7Qo1*=9q7V~6K87@QXQUhPuB5@~9JMe{<-KO^eb#DEmBTSlBAo>S3bh8G z%ff>~kyNZqu87fk*tX$F3b+Wyk1wODCEZOjR-p8$S1LTykIexE70tGXH)($8nudxG zH>Xv#xAhKo5AjHMr{Co_*oLqY`PaHbbP)`8!dt4oEeWX9?I_+=NvorCtqM+Q7|uX` z5Hm)YainwJz^#~eMTCb>cK^uWBT`1>4{Q(6Goxy4egFwa20Yhd9UIl7)Z0EV&m+pM9zJFvc;>r~9&yLkD;KF{7chbw->+>y#kH(|LS^Y=$3mUV7Q^>a zVJMVYd0IgL;ba2h$I@}7Ei~^yrMGSHZe!&b$$G^RZuhPo`-)IQ+N+!2;ku=IBsdK3 z!ffPY%23~$S=?YZwk1NO%O4k(-j8PWRql+ec;twEnplu?!zqP%I3IbN%~NSO_7&Ko z7=xJS*W0@W0#)-PyQ<=D6}QiC#&j!FFW*iR10pm+hY9;YcZS@`e7A*>t}E&|uHlJj zBr^g-(et;Zk&jd}U)ylr;65(31c05S?h^J^v=ZF)kU9`=!Y+*jQPh@+m z_=zXr)d%I{OIE$W4tWE=!w$L932UNp+5 znD@xNqWsWkX>d-NA3)Z#2VWYN8lM-meD_>p&lulLEV*0{UfRrqwlC8p>k_M98CU~ zjXS!q9oJJYo-2^c?meMjLoG1ZLQXI_-tyfm&&Shdd1S`o_`R+%Ul3k$aTRq;@BaB? zJUd7h*xB#up|+;P>JD})x_N@b2!>)R1|)89JIdx3;}{2;;< z%vxkXOUxTS7A-(zlgSyEVnVgf+Vm(+AJ)9ip)(kk&ZnK)9rY6Tu^@2?tsa!F+`=+k zO4Jg$`pDwj4B%;6G?&?&5g(AWdJms-8@oTU>qA3s}t z^#i~iKUf1&{udzgt5)|#IbfHdKHrOxX$ine3ZRzR8{Z2iMqQUPkMG?RqeYPe8CQif zMYVNI%fIk9--t?~QL2pY6qjJR<<0V4w1X3;RO$_Kvw;yFgY~n1yvrE;A;hi>_wJ?F|-(UFBE%OZz7M z52ch=KC79?pu)LIgYvmf!5c4d3s~rbbr?4VItXe%SkQ_yeyjSzH{=Jh_#a{M+|1nH zxtLwsm~M+WtId`Mi^Rd6QexM`IGKkbXv-3w0WiTVD??gQ5fhd1fW@@EVPBzGL$bE) zbmYhnCuf$RhbQo5<5T<|z_O~K`~-{QulCo4*2XbPuE;z?_JOkT7>-BF*n=my;ONDx zfCpsPvpT@43bk($iwia2(N?zHRoVIZvE6)IBTtKSZxA9%AT&j2RFC%Cq*ktzR*85d zLBtZXP-<*88&w4|L^tV{u*LQVL7RxB_cyZ>OIEwkSzKY9~aDsRHNQ;&cL)b<0&wjTJ73Vgt$iU~uMArNT%8QV}{RhV5COCaZRd zqy6CAFw~!4caV_mpvF*La=Hz#t^tz(66X!jYE(c5#sed0V!fJ~^HlnFi`Gi|rS2ja z;vTE;-V0I^7ZBA$HDex$oW5er0JfZxVb~nBJt6uru*M*(inv4liSKU*Aop4UzGMy~ zR>aQJBZLST>$l*KlTSgYWH>_Hnpb zV(*nK)Zs!kt|75ft2TN0p|ygbhyUHxy@YUlsd}~8=~p};nH9t_6n1gV(v4b-8ghV! z*I4F8NwG&F9vO{eY^4!iHN;;bvWCQN*$VWA0R|SXq0cA~w+z1zJ=mKi&OJI>89exm zCegtB*mx-LfRjpZma2qfcnDp5gn+vVpC+%!CBlTDm<8nd1MA;OaIw{0^(1+@{+But z?wca0;4R*MlWB9gMEtpKcKKf&BlB)c*BZWPBT!A(kQiN{ZE^w&ro5shLWyY-0YHonwe_C8;0(m4h+-6_6Lg{CV64`$T$j~ zmfR&tbC}Zu%CG3RDb+55#s?ik#R<5%-qs*XLm&()9X#e?9kO&cwbx$d!EFwi(fBlWJ%nCq@_Ux+- z(prwXYt7gDWDREJ_HCHe*r3V9JYyLL!<6=(`nx9rb z%44JT)Ji`l)N~s(vP@S$@gG_My}ZRL^j6L^2aqEiqmVDoIp6a~RH_RKZeNcqm9~~j zjezpbXE=}oTVHB~uD58m+Y!5GAuc%vBbsM)SmjFquqy_X064q=Bq#xp5Z-hXK%j?k z|IBzA^do=?fAZXFbL$auKC-NkaiNl_842F-3B>3Yy43$r?^?|QyC#{)K4H$DN!%(H zfAe-4IUcW&-$on0O7KR`&KKGE z;iShNB3289f`>B{3KN8GoV0!}`FS=>r5ardN>z#`6rL-Jtox{P6=mk z^20T5YEykpMv!EatcU%`thPDTcnqH$({&t6$tG9lZjZreoPDHR>BG-%z!cgIH@?xQ zsj}GvA&{iMY9C)|&=WIwff;N-q8%BW^Cn;dEerZI+AMdNL*6aK=F8cIp4whRuf+|K=QGzSrQPNh2htW#6Ic64%(G&% z*&N`ZCq^uhB&F{RQk0YQ*q^5CIs+DAX)NEF!&bn5T&FM5rfHbGz~J{H{ctkdZ!h&c z1mB(k0(=_Vgr9t1ynw>~l;21y7aZvQP5PwjHFlwcKTvo+Nj!j_2#Wh@UVOdw*s*lE zy4}=$c`;`*5wZY>KcrHI(?HZoQEu*Q5nsd-n2=(#^7C}7^h`9CJ&2TKr$!vRLoifv z_3nP|W})(03v|=;Idg5@Wj;mMMtAE$&Fy$YT&X(6yW;wYLyKA!qZPA0sL)#AnPv`8 z%!3Xul}i0SpIHgIowcBPe|lXNWw|iSjLnYoYTB&m{3l1@He+e&;GI!R;P)#uYI**c zF^jhAt4NkhI`^4<3uWEsU(WrLsitRbE*>*S;Dcht6CW_y$MM9ET(jk{ZeRKPwzed2 z7^J^1mCH^6;14Em^Mo>c{ba5qu9EBefVbilYksyJ5O891HqE<=`|Oo^)W)nXM@>r< zCm|+SIM+(VZ+KnS;q7MJOp{UVeu;~MD%g#vyVdgO>7`7x`pCj6EeVqF>?>sbx#K|hT ze<>vRlo!vosU=1%8KWL@%I0vCu;2^LDWw~T!c=XHV^UHL*&%)&t65NX3mu!#0hA1~ zAAK}uW`mou#_=g~Av4f^*So_E?SyghVJHTP>6NYnhQ25QgriUL%o0CrFz zD4E*$=&pb4Ht66I7cU%vs{}G^j1h3 zzD=F>CV#L{Q!{v+!M-Kr?1QP^oet%SE^1C%<|PMvrWOQ1*zA{0WvBW;?l^}Xa|rbH zOdx}O<*yKhHF0TBOBKf4+mTY%YW=<&ZcY^Eh$6xk=qJ^<)?1%15~K?@G>4vdJC;du zOCw~rU%nNqBVdOWtGMShNq*|iAl|&GgnN(HU%F=){e!8-7Y-ZV19QS(8Yy_0vsI&M zgGnD6D-s4kGIPJXRxI3=0xQZ?pL+bfQd@3sv)$8LAX1H#Fy!UkC^lI2ozwXio(bt& z$!@s$B6(}05X@!k6MpAGazM38=Dah0%p2-zghr6T;xs!_!cwmL!FS-`oi=-$7ijF( zWf(HdG~_VOg`c zs;!i}B`!MU*JOw_Egx~_>p9N&_) zaso~B4GgZU5F)T5y5&X(O{1Ud;3v@$Gx@k#W`c7v#R+Yu|3caD0U zrc$66#s^gjU`MenNo-ik?r_vZHp0qfIJdvNuBso1aM&0X!dC6)_F*$RiHs(t(|WdVmqJP>l%Kzzzq@lgh-X^I9-pY|!J(%z-X36So1(Rw zI|?#b(D&CqXUGcbo-Lj!ev2r)RWL-ujSN>JG8nq>cf#c)S zyJ?#AnR&%ZCn*z%DE!%N8e_BaP~9evwnVZ*w@Lr`igzQ)3knmPL4HPk841y3@*=E# zL`L_Q9(2c_CQg15W`7|RUgO()j_QD@&D%yylqu_Gw7WCawXKIW1G}=nZaxhXL%an5 zfiGAb&XZg8zK(U0zb@E#>{DBvN7Um(>lk@r{Hb?e%U+x?KK- z7kIg2c_@6uC#sCui)Ewn3u@#;c=*)tom^&hR%xi8=5jRMRQ|#wpm|Q51K=s>-is}; z!gx5kf9L zwP`huntOW#K8nZcVHuyD#}U!1S$$_A%Uu+0EM~ggw1jsIjYbW+=+igUv7FkKZ4H&M zU*}_(|8Awnt{f0`sLxfD-+tpQEUdIg`xAG=l$Dbp}Cu^rIKO zKrwVm^!fvr~W9m2>Fp&ie}5Z!b7tw|g|CBQz-IX1#Mk(Da=;|%SRVh!y9ta zi+sK3#q&6eRxU_U(zKd#<8mz$k*yG82qL%xNsC_Lu)2yB6Q^M*snW1&ifrt=0>WA8 zd%l{*#Yl{fRmEVsV)PmIbt6-r$-{2#N7%R`NtfA|U|w>slH-Sgj5p7i4OIObMlR*u z!K`Ui(?@<*vhtvi{dizIGCXmIZ8AlIbF0E8x&3P2wdgoGCZG;T1tjm=8r-{G7%d8J zqDz%}0JNrg6@2T4E|g8rcw}Y5+VNa-a|WnHq1ySqgDle3700n*C%CBYs0?7$N?zVc z65hb)#POjOP@GX&fZl@1WV1S}A_ISh19p;AAG1o7Lt2$p{ee63t9(CwWq=Qlt4fkx z=!Hb&!{X%y?mVg$+dWCed=sLcg<~+7X=b{Qo%>LAU%^YB$m&$pBHvo}cB0fmv9j4b z$$cHouwOClL$&D=P$1JRQu=IsA*^nrlBHVjilE;YDSfM6ZyjQZSY!V9ZST!Ovd1B% z!9Z*Rk@(4=Jt~3eEq<^gT>vVz8~zvL63;MdOBLt2$kb>v;#vD`7~Qov#{%WXFK=@O z3l5srH%?Pqhic0cCJK8%6TQrj>IJ5D08k4$1A0dUNk3g!H%Ovl_sGQrkcR1yFWN~ckQ zVF##{~qZ-XD@3ctzcvM81+2w!%r zcJ%nmPqBqy$fR-Ae|3Rebe}dvpqyvB5C&iPa?p3fld{<#(;XIh;z+IQUND^NaBC)a zyNYA6oge0eS=RT~&!Z@EPz{x;!44-)Vxbn`zASsRmc8$Q0!X`p1vMS!8Pz|K`QCpJ z%SpjefEIGS@lSMpdRzWput2H4qylR$YWs^2&d21|?cnfP^nJXUKMS(Ib1(TQ!JN)F zvO*u+K2W*=)u0T3F^6DUX)>gd_|C!>X}TS#FST`J)30$ipfWbyzIw%Tp31d!$mSq_ zHCOS?zCQk7t|G7Qvyqqg;~fvUOTIn*W;N!l+f}aj6_X+JuOYE^bj?gj&YE(;BlFu) znfNFMDHXO0EX=~@8pyi_8@5D7{oo2k3xqZ%rPl8YmB*fUU0h}AFnt$ni*Nut96v>LE@7q$E@8y>`AJUMgN)-o)EDUATDve3S6X+w;%%mENn~tEF>@VP}yE7k8 zg88FW>O`cFX*cPtjLSbs-Ik#AwMN102YsFWQTNO)`z_2qOWTswp%IQ_ z`#YnrL1DR@a#{hd!ExeEB__6oj&9hx1^nmT#-V;bE%qR$)_}ro*h8Fgi^>sHCcXhRMX*&LrM#%F~>6|d_5$JbehRn@IsUl9dFT0mNmkOt`nmG17A zjt$a{q%Fy3`>F&-=NXMpO!v?;^bIyCtdCq&i-+y?4pscypn)jGv{64bjsoplBFoX!a)9R`vXUB>GZgF6mVo(us`hL(;8D22tz84 zxZ(uG!k-vp=1M07RkT;1Kq0h%$qUc0KZYuEnm$1xbzyoMDUOxJ8-6`iyscj2H7F$& z`~Dki-{yXmiL}B(O(Csl=${hmZ6SvzOlGU5U5F^_llneP8JCAz3ODD_iR4-$4YWHg zwaTA<3pJKf^bcBJvRlzaSE-(OvVC!l0<_3%l}MX~<_KU@(H+d--lU1DR8+z1Iqt`$ zuu(L;OTgx%#*8gAn)>l#Z`zSh$QYp@J(%}Hv-#35du1EBs?SVUHb&DyZVuFop5|{R zn>-@WJPPiD!0aZ}C%Y~Vcqlm38MuS^6ZkgZV(%BA0$G1LZ)+CNa<&3l)4A9&n=SQvm;(&()J!MtH8H2zTzdY*mG0Lff?J;HtOduE9O6mql4ibMd}nKx*cl@ z2r`VT+CuuROU^%YP2<)ip0VNDt<=yL@KMOz^AFXcGZ$IsLHW?MaJtmbpaeZw&Wd;7b}bohnC*}38O0fw5b zqR#4{-)3)1NoLA$s`os91xJyB{Vxo`aM+=c{&$TXeVn4L&tI_`5t|jWLCiK^luAd# z+NcZCA0;>dmXQPi%D4ZL;0ikYlF1ZHp^NBWP&{$k0+PLxTYe*Q7%I>lMt({cMteO) zE^-)K94U_g&e%dV(QESVoc==I^U14Z`YIr?PaG@bC9!40l06Hq-TEH_jvy&Aa$KJQ_?R#B(^umC{xYFvW6*)Mni916>Hqp6SYp*|v~b_ZjX z{Vg?P3iB^McBKlt#<{1K{Sy$~to8ouZ<1IZUbyjRDiRU3`Fo_mQNGgYAKI%eI-e1O z$hn{?L6j&$L>9AvI7_d(tCE%3+N6X6ktLzh#{i2_NWWSmWT(W!edk=!h{F{W=8 z_;s5Dpvl9Cd#A*ARXrlATr0%2-;GMO^pVzynC+`%@E~pX3Z+q}869Lx8rj)QE7|&` ze$6fra_32_>6z;?E?!S0Pp$(b<+>CocvvAzut&&h@}~xpY%F^=ty|H7>GY*msdv!O zbH3DMl{UW@rSY_HNtTJ1A3LDSdIu-$7!X` zg#oNHo%h1gV~p!l8(F87L!AflQIE?Ex|!vXKmBbpJ#hUtRF)@^D0&<48WwEHCSGSZ0zlD<#^5C6#JXwpJdK~n{N{Hf>oT>iY&g;G zI>z49azY7n#`b?qhf?zQXp1gLu&T~yp(d?LrDTkbQD~n_Cf=IRk8mNrwV{_ozD|BZ zxrd5BQhv|hPlOFucqW>(B#q{zt#Gz!6@0VG%s{O2t!e))%7Fyo+;X#Bk=jLI6N+wl z6izVDK>@o1Yr|-Et^`)!0{%)$hclH!xRd-IRF3EV;Mt!;Ib9t?Y{m8K)KTn>~B6=_}Y}0yNp!8$VBxQF0*4-ZE>BQ1@*?)f$=v$7`6-feC1@&Ay z)hT{x18f#m1HhZ7>af+;5y+HUtyN8BZSH@_lJdT8V>IjtP|R)cwxL;J4#?HVx)pFp z%D;=$czKNT?R81ztD~7iK6L4^n3bav9`2zbN#P@(+3t*cV$;JaQxrG*!_`bD3CQJvCBKw}wUI=)ELZ(xcxiew6AvG@mFD&~0{|&kAQRR4%+F;__#Jr!MChS$O=? zuD7LkK)v?irrfsi$W$%&YTB~AGr0>Y1uWFE*6YVC7l&6Qj2hRdrMfNQ27Fy|X9$ zI%Iy-)&A#jMgy=Z7?zo@GRXs?B$z`BXr|!H5n^f8$?1fd**RN}@kJpv1vgh$`(TIg3WOOfK5NMI}aLL@cZTNg9De8F=nu-3nzp)V1`>M{!rTu0dQhc^}_z|)g9mY(wOXM-Bp=5qxc7e{QL zy?$Np!EiZln}3)fHsJg-r}fWF)8lpcCLt>f8Yu^a(#l-{aGg=McXv@+oR49rnDUMr6_Uq6+OIkrLG}J1G_rikc9PAfj8C2RyhfY{^=V6!VI*@=F0tP0*J}Z? zYqk5F6FaOwiABRI?t!iZO0|I!cGiW(F8ylf?9Mu%JT`Wsn(;v2M_&ZsG^mF^?w77u zgvp5!4X( zYt|!x991YzHK_8gR2SjLx!61Oh&hKzpA_kmm=v+_WCQfeoR%?`cDj*6DQW=w=c`o< zm)Z2$o6@}4xAk<`OwrjvTV8ar<^Z|!B5~8oJ?Eik%c&XZ5ZHZY1`B+>#Vk0p>8^~9 zt|sEq^X-|q`Se~}$goxwXV}**3KpRkRdqV=hjK}mK~r#ZYszASyQF`F@n+t3Eu?^2y^edH8Yq_txTFMwp>&p2^vbTRNxzW zxe@M$H(p8bz)H4c0A9hn|J6UDMO;nXZ;aj(m5ve;tk4qg%$qg}3 zb0ZOi;u8{Ap@stjF*@ohjGY(INQ_A@%TnVkm|Kgz)6TyYyDf%o1DDyvO&gu^fOW;= zoG_=xCZ1WnM+dRz^^l4%@4fttSPT&RkpffK0ybLw5FDBu{e%(f#4Wht!RvvzdP?B9 z9itXH7E$$uxoAkT#{9leC^Vj5mlAWh+g0%c&^t3b<&#CL+*;X*O+|iPFfJk@0;f3f zo5+*h&nBk&mpNH6SlIujHcQS}z}f-`e9(@zITH#DeT+f*_Fi@sUD}i1>n1igRcWzc zB5cBd-y9AE)is89KGj(z>l`$B{2opG1B?L-_O1z3pJNmb<|-pZz8+G4+a66nqj+F6 zSrpJ~cD2om-w{L5aBTtb-`x>J35QQ;KD_96LL|3)xc72D-@#hUkricf-#C6)+`exR zCgQYJ)Oxbs6(S4FV^R$cCN8v~eThv$2HA>FM^XYpWssq~yB>I+9H}TSy{EzX%SkJ1 ztyy@%OGE$0p=C-C2!zU#B~ zsBq&pTwbnFP)^{=KT|hZsno}dFtf9@S3QITt1&kdw-SBgF2-llORY| zoWY!p{u=mw27fT?m&lcBE$>NSCFvRJfKBdpzN}SA>Q`Q~lak~J;;KGB0dAi-6kidw zJVL1iCONjesBG$V9}%YpAA6SPDVNpf@DQAQRjfB;3nSe8{1%`R4c0=d*~qD%TpIQ) zrhDh}I&xU<9iuarbtc~TaM2Etq`hgnq7Q)Rj~#d{FDF>>Eac!VXG1ib3yP}unQ6q- zH#E@J6SHn!`bo{k=nno}|L9XkyrakU?5-`>9SYh?pUfXE+C~g64KI6HJe$tug5{Gg zw6Wcg$Jz&)9sBc*=cdU}=)KKT7BE5rd8fzueie@+Fg=>|bb@fB!&Co?m%CON_~Nht z*aXCwFcFO*cldQB5V!7=&iebq>Dw5kuge9HC@BV!F;s+{r99zGw~yulQW(Hri|+mr7NB(#|GIa)48-5mO%>fv$D_r;D( zt9N37ywJ7hMFCszaOLq^;Nt*2Id;h_)IF<+GlJ*HRC9y!k{h0$1gx&nH$%0<0;E87v3%;A z|2#0hw#161d&;~E#>l}dZLI;b+b(gR_kx5RJZ`br(S-xKb+Q6broIJ*-~=g${`tmf zVgGv-Xc%HQ?|aYN8?!g3(i=oa8Q-=y6`#yi9rp%!#XUAK5zkjw)tn1cZAO_rXOc}; zncCdHWOp@?4}0JPHXxHM^ccsQjpo!&yEF1O1?v^ENguk0EBRBO4H3*WAQ#H;N$Oml z=3wZIEXjTLIj&R=cOT(T3i~nJv^#+*lP0|XF^=w`aC#PymWHtt`RrX^Prx!aEvHMQ zuKhK`mOU;DVI;x)$9F9I`LH6wW?ed_SIEs5AFkv26E;_TuEX^zTEICd8wx{jux?fM z0hq+Jk06i3);U$y`=nVQO*bs}cD%x?nF9}9gzaYDHk`>~nk4*`(5vww{(5EFbam%{y{1sDd% z*hO`I*?prD`Op_sn2c(EpuncgoQ~y;SuH zFclOjQ6d2gXmQlhn?U|V*v=`BM&AnnA+0#}vaWCL55TE3_Ee2=H9raHv)OR+{72D7 zdf4Yp?rTzC-itS^Misn=Dwb&T`ur@ma;bv(oWnmUPvkmZQSOdIxgDPzqL%R%6t}tV zez3y+E(vYfPo~yq>3DvDYla-8FvXZm? zX)|OrGS=LJ9Z(_A>srixzN2|7Ju` z7(6PI9V#_xzUaTu4+V%{Dqo zkGNU^Maz06>)6ME*%cELZIPEx1w4ac~j+-{Df&^Y*3!*ysUHQmh&f!90mG0GVS znYc-i8c*cFRSy}G{e;<&JO-(tQXaE`QRj|bqDfD9!vN|Qc2}SvK!d>W+EU8;Z;k73 ztMBiBcsqo=`c^I&z0{lqTxz~hA~2lP^!+71Q$|e-(83UT2^A`l`Na;J`Cj#9}oFxBdxhsSNug zT@a%lK=Wi#pn~Y~=HlV~&I*o`Fr|}$A2Ni=;y-C10lv_`BO>PWCyDlt<{B<^BPeP9 zwJzRLV2;&kY;>b%ym>l4#TUQ_MdyO@XZ?{}Zddz^%dQBh)3k$y*;io_>a&3{r~uXEsqY2#|0$hMb3fszsIbmj z3cwS4JCY@l7>4-RQw0=m*|XMt{$DGD9fcn#(*#1QrPj+qrVT$TOMvtqUHl^vAbc2g znp42%UZ>LYWL>l%o`?Vy6&PO_(t!;u0T{o?#!uF6C;>>IqfCFzWr1J`LozXd9nfKu z4As9c&tJcyRU`xo;EfLydi;Z}^w`b;z+FxS-}Q?i2Ph)|;qYt_QbYzCQGJjk+GC6z zaO&l>+@c3b!juXykK=_kgg&jz2o>d!-F1H9m=$n69?PW`^11hGyth;}=d z>)l}!Ai+o^gxHsN{%W)_6i>gc2(&51M1fi^)F{m(*hP>v zu(@4#3MROp;%=@};60T{OXsiir#M}5+&&Ums5HiCxr@I$D<9c{+}&anqgyQ(p-jUI zLT6L)30&RLL_YlgZb!v{zi<^hzw9@}b^^_4WKl0N<|>WDETvue#Ds?uS#bve z*KsdWgXkdx0s_M8LEt!2+y+z7+^fcX{IztrJU~hEoqscw&@sUWz$bXc!rv5ObR#Ng zT>8ZV7v$f!`|3;J(ctoNx8-WZ0h>Pj7=`d!EQ`@j|!7+20nxORNAE=4>Y)klO607Z*w;%zBL< zmGg)5YAlo#o9c$c`=>7+?yrRQCZT*z0*-bdhhH2Uz~Rc|OK(Azy2TpXfjiB4;;Y?B zGj^91BX6~r|u+B$867s)@En zJiibZrww`SKrJS>3o1iJ9{@<0GFVNP*02N7d4FpNXTy6eT5*r(5K><(s{$JMny+7S zyBG(+<`zzn%T}`hVuL1GXzq%u~j_+5Fb5KR?6%lX+H9AR60>?`4Bctoj%|TfSATHwJo>e}!Tcui zyMRq&E(hg%+ypy7djLD8#c}}Xr8u9zXb+6Km%*p>r{2$jc%kSBKb1-fz?4e%pJ)d6 z=9SIZ+!xH`Z(aY|nQF+F>I93M`mC&~co$A=eK?`cpcPp^=Y(a!0h&zW z8jWcw*aeU-c)R?&eDb|u(ROEBmb`;$q7;@RR<-alqs>M-K{7&CcX0XbIZ;u^qucl( z7}aA`Av0_9Fh1gD=PN8aBvcvjzK6lj(Z~>3w=*Z-4guPrsAO`Ll8Vth|zamg7~ z`Q3$-?1(#6&gZpP4jak(Xz1vF|GR!F4tyoE8qD*=y9Y)eUPRsfZ?xQ6;_p(AsA;~g zyI^@&*~`G)?m>h48IP0uwWFJ3hx;S9n}dd30Dw`2M;zH3q$2yT{Wr2MFfAR7Pj1_` z>CbzRRf7)LEK>}l)qrn}`3;#t3r-}`!7AeC%6`^s@91a41YN%4LL;10mfZE^v*Uhr zJ2o*A3V!8p@40*wpVndij&={!mg8_`Dy;eHtG85{AekLm%^uGp_2Mq2Unm-TaLg0a zYE}tdGN6MMh&q0%WMYV;+hz(h&5Vzcdzs&Nn6Url z{7fhVe&R=J12~)g>5@VJTG2Go`+jwgxHqhp2+x-rWsB7q)ONRqlRA_hPU6_T z=D%`Sj5Ld~1DYPMgJl$sP7Stm;0U>7M8fB7k;$#ceYo;dEQor*Bz}ec)X)=GS3uLGF0FQ4d4o#i=%;lkGc~86V{W7iQ1m)wVk?`gY<1*%^3j`R@rr4rG zYB_)JnvsnLmQRKG+jojF7V0fWnYWKln$JdZoZF`o7Bz2=>MI;J%I?5nVJd)iOzXba zlh?zYc{o)d>Fb}qB6flE9Ug^lj(aw@J%$dl8j*v!#?UnW=8_4+l%=LCUtn(sweuu6 zYp>-x`_be80bU-{8eP>d87UHJj>G+=kCu48V{})D`8}k`?>9C&KxH-4E>ZWkN7ybz z=3^}35hQFX9HmdJGR7QE6G*i9Y>tvurB!vzF}`&sj$72eh@?*EP%vz!E%h#a&}=*y zey|Wbq@S@bfi7F5%k2aA(zXpeur89B*D?1M!AiC)(Y=C}q~ot9FW^3tn-%>p=8>=p z)$w5lR)A26@%MM@pYB7E*fU^*Hb%og4bV%Y*5=*VI6wLuyPDEC-A4IxZS1t^{299Z8z58a5|e$(i(UMK(@M-voZ?}h z$xEg6c~~r4rMr1*>P`2VVzUY^?g-J^7Rz!ya_5<`qeOOY8@P7I{MCou*5Ik_7LRyB z7T0RsIRCm){fZ$9lCd~#mnb)O7n6+6z~eqqk@jZ(1Yw+`S^St9jXlT5$)+B$iGjL~-O0}K_NpX4P- z{%1S=nE^rTRGRYi9bg`)U(jmn4X(clboM&uYAc4crA^6~qY-j=y2nJdO}esiE^YpD zA9hzRteTds-SaeE{{)c(2VIDEb*JCoPoX#p@-EGn%kg=yJI2idy|hl8az2{A65V7x z?pZu(G@BHa)s7cLbu1ztImK3zTLS^rsGuH2ZY!yr61mSwQ4|QCcY4&oinQZjhn;N) z2-&aT`0DPNji$K){8LO56wl=b5?SyEvH85Zpp0CztBMvUk20gcs@UY*(bCj9NuSFD zAv}?lSd$-E5bmG9rj!!PB(zVdk!2t3%VMOUi%nrptmG?Pz}c-V@mynY>h+?_k(LC~ zW4N|EaQNzjiPT(MgLj~jl~NlAcgrdf>eO;ao`fgmT<#2x`o<}B^rzZ z7>a;{3xd-kg;s_Z_lxAqqdO3Tsj0=+@MWkbA(0bjBXH=X*pJ;Ei*KE==x}tNTHZsn zS7`=)>JIym_)nkXWS%7uYoU=Kkq3N^2D7{rO_3y83#Ip4jEiwX>^>S-x(n=u!y5+M zM=f}}wROIL%TfD!BTu<^#*!ZxSOFAPTJS%fZzH;(v^z2}v`V)Xquxl-Y;p7|b#kAc(SUn{P|hB9DJay?O~{0G`)?2P?JDFqW*8ewdv2OL(?KYs5ntT7`yfQMix z>MQFz0dO-zhL;tgg8r#$&!CIn!-V!}b+@xSQ}0gQELG*&;clvW8$GgUC#fhVQ6yZl z-J=Oy2@Pp!v0+^!6C$WKv$l7Ih*lpC7rcBM7#hCMA^v&r{l4szsd;Ojsj2aqe*a*; zTFMDDk^-8_605lh&c6XX3LyZwTLxI081mCGjh__|6lA^DyJ#Cni%Kh=R(W^gO=F9P zDFL6aT%35_|19p|lN#ixuR%NBNpP-YFoh>uv&9==I~2aBarMXW5e4U9lVoeKy8O)TMt@tB>H?E-?4D;q8q%|twNkFkv+Yrv)Gkl`0tIiQ zrjf1NXr>Bs&p&-HL6KyzGO#mWsO@fHhCfGg*Z zOgM3(_*RDTT3uLN_LMhyZHJxY?T1Bpau?vZ{Hf?C8`lNAdd^&U<77=PQ1xMdi(so+ z+d1}&M<531;l2~k5N&TZt8~$st{PE6Ig-Z}cp~`cfOBIP@wCBPRC< zx`T=Z5=Q&y>hU2z(z#6BCYcMOnnq)@Ij;xEz~hN*b``~zai?3>0*b{^T}O4JWM?f6 zSe~qAM@E*j_e34-w28QqDcqT?8oC|}`K>8XYdTy}0f6Z#R}X@0Jq(^=uV8h#$*skgq>~YQ3H==#{Jlv_sP>Q$F?@5-X$LF% z;n~M1r_aoiYUUK~7*cnE!mr7F6XFfu^^70zgdt;}AEl&3;j-oFO3h%`@y2kO?DB`V zMXv;rxLZ#-9!`inXN1jCpPHr5aEaA6m~srLl#4jjHq<$uFzEf3F~Fgr#ISbc`wG&Q z{Qiy6(kzfIBQ>TzmsA4XA=bC$PRnS6%74za77f-vc#22$i zmn0LeY%9@ve8&NUhTALwkvIh2kgs+uL8_5paIo1}5})-nywAPi8&?Zs2b~zvUM^;ji_kV=t4bo#+yNa@^OD zdOgk{I_Jfc5%A|>@rC?CHY%fKV{uKJdoR}&M84{Iu<{~ji)g$vi?mkBw^dH&@OX+w z#`#;!BZoCY2T(9E-5zoIe|DuULNLEiArf*~NL%M?OA^f#>ZT4H2Qf~?dx5hLK!(vD+{C0zyOztuY@b7Ug)j_O}Ei8&^wvu+vyex$>CeKU&PjQ zYbw9q1xGlzq{P>>bx%B)C(sieXc>2qsNF^3yOfqKH7+gIL+Q%@(5{$kRG?p72*_Y@ zf8~8;tlZSXFt3;SRbb_}PY&fJz4}dbmDykiQ3DDsxfP~)N6|TxUUNyd$KC#}Yc-RG z&!44V1YbyAQyu-Jk~XrXK_8!UP*4neCUUagU5j#G^~uT-QWiMz26(ip-FV!YE{ra4 z0N{v7JO+5+Oqo{R77I8)jkGl_s-%hw^5O-x>MQ`PbGU96X*mHTw;>Dumg77I&~5i5 z?=3wE=gR(csR*0du=?Hwd0ZQS*sM*0l*zKS`NZBDw{lha(Z;NIzrLDujWfnIRy6X*Z10R9qY|GLum)GU8NP_gT{Y@1;#X{-*UJ{Z<& z-RJ~UgQj;Ifc9SVs4e}nDCYImjURp+Z-TPv0()D>wr#=d;bwHWSr1V!fNGf&45bOs z;~F!@l1&#_GdHSxvv5=d#{$1X zs9MOo0)VjiukyoM?O8G{BLHVBOr$~dc82&kLOp&~ChWu|G5*7>{RyAL%&6n#(sRp& zoTnzkG5tVb$?y`*>J4Bi$(3oJ|7^Fqh7k#1 z&Tq-+r|TO8)+mrk?*JuHwL;(w+*&&B)3D|?iGYWsNmNi>S*k2Tv;#nP-45yg5=qfd zl9`6^R(bqi%*HcW^E+%l6l$*|k>toZ?*%&&FQBg=zvhqO*i5%FrUx$Yu+VW<&_A@V-I`AC>2bpO1+4 zx35r^n%%t=@RjyW~9JI{{mE5=lVo8HZps^)!2$mC} zZTbO1u`AY&+6mADQZO8MAVJmVJCf=hV8AR*d(f=jR*tewO`)Rk84{0t8SnxPwMVljsZ&iB};Wlzyf7a^>DmgoaY!~}8jY;_h z`ZZpF#{noNHYHBYS)RNX2V}Rgul(<)NyumjLc^L8Na%30EHpp*1;clc9l(YtEZ~9m z!F_zmEo|DWzD$1t;5RdNoJZvEI=XK#x0>v8SeMP1twurZnjxKr#`ZvBxq0DQjo?Ix zn*jo_4sHOSSuJVqT>``1C*4cvY{bpwQC7<|bIs~q*F^s{=NmrnqL?gBu{VQtBjS+>DS8uv|X@O7E1Yv)TFvi`eL63!T;*rIspaQL0 za~+G{yucAN6W3bCqW+wv;Nq93S4X$f8u%&i;-Y}4PPU5GXPP?45YUR(fZ{8i&m!pT2j_Q28+q`&y3;)XvI@)8Se^Ynn$F;V|<*EV7>;QZycwN(mnKf0@88Y7{2;LjY0bQ0mHzA z44usD{5b$#4Ra3}RzV(l7Y%V!ZSo%W6rn>vm?e|FjPwm8Fi2`~SRE*>j&faz)2cS* zP$jHP+F8b)BLnSwX_@nC@wPeG+s zrS)#aG240W<{OWVS2jY_yVu`-oOW0wMv*OO)g4K}s|o{pqFiLp%4BMPGiwkNa+Fw| zl!@26mxLInZ#PfQu`IQbWiN|Bgb(o4J1TMV|70#OIj!J&obRAe6?eAASq)C?%a$6N zv^pOx74zyHd2E+??S#~g_APHokqj`c3>sbiGF*)y4@M{B3LiPwnIA9G&>v$|DAnpg z|GGlife|0HR^Ap#D5mMTa(!YNG^|}$9B+7tva;*5wvKDV3lW+lvk(o4 zjqkIW_hMOx@>BTsy>q5O*TY)q#A;<)W{H%e38fm@gdpi0AY1i;x$az%HoN6MD=YSW zuy?hys9UAN?|22*D?Tugx+~`d4o5pP4+~VcN^V;w@U)2yyu*BM;(;wMrStxStZ{Ek zA*EH@VUn`=610Y-e*+2Ld~|e_)=SH6di_#*^L{N+>&%qVx;vy?TDpX1Q}$zgl$K%t zEREkCqMh!-C<~v}>Mh$S`O)M&52{%vd>dfk{sNaC?`@z%$-KoIYeq8-jP&Y?JdaUtrSC$#8d825IEYFD188O@2-M5 zp50jRGRjn9kj)4gJNV8awZ9){fa3akx;P;Ol=d2Z8nH{hZ|8G7fn)JH zy9STdLCFJeI>nmld@v#iXMVOFY6Ingt@6)bUnG>t2;HAswU{2jO7~PLV)^%HKzT0Iqi=l-f4E%ErjO10ppUhCY41eL_DYI2=&f@NNjYfZx;|@P zr=q9)wB@qbMd}9H@?b~3-uC8$WR?Azcz8mJsco?;U#j&8@w17=bO|fd;brO_A<}w* zYE|8w7P$Hufws_sP~5vCd!3^mDr$xOQz>8x?J1(LFADNnoEZO*MF4d++-nIX?CBeN zWaLtn2(Vdnp09Yu*74egJ5}IY^^Hwst-NW_lpM3ob)UKkJn9T@znh+>!!cfF+f%Bd zwiLtElW9NsW~En3)g7|_R9m^LtvSy+&^NUDTVo{G6?1a%>%ldxjYqy*`gooVobw7*D`_#MgA!2{Z#AtNMese|# z@x>D+g~kr|P(ql^hs(J(Pv-gL zQTBtVWDmKfE|Ty~QrFuRR^%^UhW;FwPVPG&H60n3#s;IX#}#qLTP#sS!r}~2Hf($j zCR|_B(UwVqC5YsGv#*&Ir{AYd@*MV~3z#Gy*XF%uh1u-i zNi?XHHeA`$1SEZid8|WH)}XSI#*uK=X0t@X01ftNm{*wE*kIO_nKavM(jA0BC3T_Qa1WrX-k%Yz_{4t9b6sE)G+Tn=>NP%WkLdqm zxUW}@-2k(>qZxor$kuUb^iK*PzulN&*L z+vu#*tXE8gjZJE~$6-xB>2?s``moR;<%a*KmNOGGV-d{_-XYy-A{5Z{p@lsVsm+1# zG95zB>*S^vPsHo#r^iF3mv}rIrY^VQ^?;)}VmB;yxUl+RWc58~R-fQ^G)k#@_PZD1 zG4>>ULity=T@JbD!_odq807>ft}jAtGMzfqqE7 z0{6J|29EZk>HtbEK{hXs-?pk|b%|baV9@M51ImE=Q-=>aR;#?Or3sVQ$@oOi&x>A{ zk(+4kJ1?I;D=KCxQV64(zYJkSWOy={5uSVBk>^MdBZehj2}wF+cL_X z!m%yx2H}jIe`7Laj5Xk(3GbvVPA{KI>ow4Vgn%g(IDkG$W8{kdj5L8pDSaKAMVAEA zvSO7&3GqOT0-uK#2^@Wb!;0m$5zAsbLy(d3&3dNHM?=VbUd_r2bW(bkyLe1N2u*9A zEk$YF*c1T#F)kJB#iTK6>yb`?OQd^qN}F$`X9CoZ!6G*oO6ZY^!xbt%V{K6bXNUM~ z2h72IEIJ|AZS!RZhVmeuY|iB=>@4AnZh1JF1iM6z{SM zeA>1*nH-c4i@IHQ#)7)?&|$ZR__$7%vpErM%+r>1GHzxR5yW@NQz`~$-qyIQBdH4g zPO--q93DsfwU%rV`%8raUhkZ}t6!Y_l)s2M>z>s&H&6W1!IueJ*uR~qUTD;K<~9Mw z$=U71%GS#z+h)#F>tGiG@7;b1U%R;gPn>JjoAFuG0)XGTO)3OCJtRuBv0QI^)~$E}seB>u~QG4Qu^z^&kn7$6=DN#Cp(QH5g6d1s*gr z`dxo3r51L^=Jtla&dtl~H#6Zt^^vdh_;^EYsvc`S(h{RlzGh&>qp7hOWkl}FI01CF z?RFmHD8`p@S`)vR$V<10Q}zTtHOG=6de{XdOs%$0dv zYx~TCANGW_AxQ%JI7PZwC^!2GVuH(6k^Igt#B1+Q7KVTt5(#UAOdiNkzB)~~(qJB8 z?><5Eh#_6Y=I2fh!kLOKC)CUU@@r5QRwt5qST*j;x}Lt>r%&$}Tsxm>FKqJ8eYp?j zy~90~e~E8vc6Ia+=6V;qEX?#eZ^))ngCirobziM4JFw!#pw|76?<~~u*{%P!onA@X z{tFN9Vkv=-Z{@Oknwc04;FTsEmD*~{b~+l|CL_%wb9FZK%am^Xu)~n^`E7?3qur^3 z%3iEy?<|eyQ^TFJ2<3)n3sl;p@0EEqxaRYWwV|7J@ock_n=6;)zwYM{zS~x8)fZ@^ z_s(GXzJ>7W^`QYpva*O88P{7mSG($lrlEn~;f8HIzzzIX7MpJ%93Nv;(*}+3I!i5D z$S%VI(pwJ-mH@;EeX9F{z!Dbq&Q_c2&aI&+Qa)PJ*Zu`{nC2%h5G#$9oTW7=Yv?L| zD<53OV&nitBMBWM-t7g7*>o+Jdv6FiYuXgOKE1e#vnkVR(Hpuoq(!{Eyrl3>S{ud+ zE&Q78Cl~r&z3$cFLS-a%t6&`9Sj)D_)vOj{H=D^9V~!+l^XPRa?CS9p`!)o6=&eOhdUY`^vp$UtRP`d?>pMOB-MD0oqNH7!}Q#PS= zCN5dPMJHbV)gQ+LP{;IMCD&ia`XIHTu!VuXL!RDN{)ynSSu{n?U@W8j8Q#1zQ)I%{ zAQAwz5fSNTqg|W(0_+K<-TRp9m8sjr$b3$5TjpF4NwD&E=2R$-*MX+fL3TX@~K<5T83i!wv*6Bv@leRS3R57dr_l6*E7uz_S?AkZxD%Zad>P;D#$I-2oMfHtqyX|bIn7Uf6Ohtqv0>Y*lJ!*RH z^c*&*UJ?hJMr>@vonK%AJu%?Iw*1C*G4x;`KaYlJxyfDTdScW;C9atLMbuTF_gAc9 zGU!M6KDF+z0e0MyyV9=$Z48=Jai$tPp?6F8jC*D(Enk^&l5c9<2GM~g1b} zvO|{gBOaE5@?<>?dfvrZVg&N5SqcPeblkiP#*c9p)TVB`r>Yh+1M{Y)B+E13o(1O; zBrjZ~^*N@@r+zC}cc4zDmcNsT>>lH<%DpqK`&g`bb|tjUZvA3#;`g1=*-$77we%nl zMY@rg$>a&hc^VZP(nY$^Bk zuxTvWJv6q&@va8(ix8S@k*1Q1saxzxL6RJsYW#2v>$5ek5f!|!brLV3ffB{7UR%Mr z&)E$gBBmD_F}9$;wyt+dgPm6y@7I`q6UfYceha3<0gFu~|3AXM0w}I++ZGK@AXsn+ zZh@e|9fG?%1b2701cC&2cXxLQ?(V@If_w8f$L=}rpLbss)wR;3x;J|-nPbc`=5$g| zsXo1_b68$vcf5QWjpN}gLVTXpQ(u!~mV5n2$M`LLh!8lHgjwfOb~a<>yMsi_ye2;ziyWiR8XnJ5BJpUczn`EY^{g?R_j}iyt}z-B#~=cQnJ2G{7v4OSpa- z>*-<3cN=wMU?q#Y57v_`o26mC$8T(dkHt+oCQd%w_2BZ7@UJbAOsrB~G(fvuhVjx- z?AmW18*B(s!l9BYT0_F&rMjprmLQuqQ`cNCcenf)nys&|Jy+8<`OLQJAroGx7kxdM z>qC}zC6!pDa=?5wayoeA7g6rsdu1vl6l3$OCXS|>mGoT#GM6CtdA6=N#(*vSs7vk+ zmhgOXn0L$<1)XL@^>Jj5G@fPKEp|oC=KhBF@v|aDMEulasM4fF^>+OrhK*JbA&Ux5 z%1tAW;J0&}IHl1$Z4c$LFm{4^xK=zT%2`YwX9~K8+9GWuv0nVFKB` zFIw-TpFJ(NyxvXu?)oAQ+G9%|8c&G8Fhl;88)5=9w2H)Sr8wR^uvF zIrGEY))pp>W5EB!EWd#l(KoWp10?UVC6$X!Ob^RS=ha6)lf3gSHL2X@UiVL9wOoA9 z!c=duB4*)hJ+c_ad{`V|x;)f9qNFFc=)-SdvR!l~@BX;3x>8U&e!F$!UiZd%d(aVw zZJjRkV1QP^cD*aw|CgtXtZi?TYKc{haGzSIc;ab6!2|ijSgKN41QDb} z2qsdGpXBJ4Nzq*duUov+(V~R+vuE5b_b;t=h;cRFwdaMT9TgpKigJlM(!n`S9bEdh z@umJ;-|Txi@q|(18~3L5ss<2mI(smA>l1h?SKShM^?lRTg1g13b*$8My~%1o+v9N(zbIh7ECMR>UTmRYbk{pIqYUqle6xPrQ4EW z5?_tY3paltN1LlOKXdT`-IOp+h@UfWR-YABOI0N}L8^lMzG~)L^7|Uvw?U?!Ow~Zy z6}7vF7G=6A@^8cFqEX1cfN27uy6<%XzdvF-HHX+oC|^w}pC_DDl$~*}wTi&`dS_QX zyC1*wX!F5!`S)*aNphYGItBaS>_uq`#iE1G`IU~K;+}Kvgo8bWjAJwC^FIt0KH2sj z(&bkPweu0tz*aQFXG-yRO$J+>q}FQ_W9l0#*=#>>pE!rNivxw4sW2bj6>7J-skz~E zc#$sX7?_w)1_lJc&hfJZL@1RXokk+u5K&WySS>dYvvMe*mw7&FxsWcbIeHPc18zW@ zD+P5}VZW+&!S~CMnPHTYIO&-k9enF2rQZ-DNKc(oPbWOecdpv}pi_-;xK7{v=*Q>J zkjr)xy7(Fp$QC`5%IU0~$6|JwjxscBM~*uoraQHCq#e%NLUkMcJd%~DGn`A+HGK!P zdOUUuLPUs&w1Sv7zWFY=G!WBhpL#Oy(eEeE%0z&QDkh+jIEXL@9<)BWZQhf&X^AxY zxwnha>88&LM(QekBsDl7;0;a2UfBxOY4U3V(gI{U&0+ssVw#UQ*MYHQUUzq#W)nqB zo@d)^)1#eMr-(}i7x%RN#xF1R({=Cob-!s}N2_Ut;+>kCf;C=vbW zA};`F%07j~Wc=l_Jaqwj+7c36rFGTfEp>s4}VYx*}kBm38>D6J0WGJu|fEVtl`yrfr7BDS%``iCEKn`lLMc_W0`VQGl1!1l6l0` z!Az+zQ=Uv5Xd?aOTHa{kSiD@Tm}3TO4&I!g8l%kp0+gsGd@M{_S>m9ok+%cnrX zT}WlKU* zNzOUQscyJ%ubtu1c4>Qz`8A>SeC6R<27EBoZ@ZHo;sStr=KVLsvu50OTLIdrtj3^` z`YtYCNJtG7UE)P%V)T_-PC>AI#peg0;7|9gfrg9TZuxo;vTj0W5n>dnuq(I%E>D~GS}k~ zCYug~st_+ok)gFhJ1gtf**I_4VFqfNnyFJb{&PvaFrsEZ67OP*5BkT}yb{NcWbI{H zjU4S4K&1)ULkjir?ID%I=Z=Y(q@*Hz#x?r(v?oZQwq~qIxNGXXygymz>S6kdTFbO^ z&T4Dq>4<+&3+?HQ#YVec_ctWixXV5a5X>*nDxkTuV!NKkz2m-FtKQkGkmIH27+Wn4 z=W&VduLf|RQ;((lu5oK$pudjt&`F#@%Et@WY+V!oSf|# zYnAp@J9yDc$d^YPN`E<6l*eeMQg?c*053X^Z;-mk zV!C-MkqZ_l^|oB?iK+H*JbIo?`L5mc!bxvnA}o(*7G3$^qwBdfm5TwfmP>)@9GJKl z2pK)^#Ql0t{Lp(%z;fv(BaSXfHkKM=f3H$OzTvS*mQoLGHynO>R&ibDiG;Yth*&9> zI=0{|N>`=G{na6x;bNDtMDF>Jk-m6*V`XpxU$#-=yoyBT- ztGz37I7^#1d)zb;6t+~LDyw8RQ`mI`O#BbD=L*adYpj(IBXK zImHN1t0uJ?aR=&Czb~mJKu4!MU1+J(H?;|T2DjkWo6Lb@b{z~p_qy18?A-t@$Gquz z&fx8Nrf<_Ze-&gk=1}D@-){^FK2&CdOD%$m@)tw>zYGi@Uid<^z%@&6J=Wx>RO<(l zZpF5!skwSs%hiUIA7S{?v|PrS&pULS1&W1H%x+t{i%qV%zpe-}KF@hAsY`44j`H*Q zwAV1OyNpZ3q{IjT!s%?8XSPs)a}XR!V##`PXT^nM1?*bX=DNg{EGJ|tw8=7?It2WI zfsG)~E=^X1NdtX-)BPyIySZqrk#tbtR>n8l8gt7eNkoRBs`DFD?=ANdV0 z>LSpXFO84zezwsug}zM8=X~=}XAJ%bxakTN`Y84vtlMR4^9JT#>9FB1)}!w9qwUwT z;C^lt2!t1N&L}yvw6tLsl~|(J0BX*Rf^_m0)C`gu6CU2G_l%duK+mOea#Ll`i@&0| zSABD2sZtu|<(Zz{)Kv?H5WbckcQ-$CU?Y?QJnt6bfEA>?+}sHSPtkF@4?1}BxgBv* zG+#;-u&ZqFU#?8>5kiyJKj*&F9VfwFlK$&H8bCZuUU-??eU>)|;QkKbqGoH`L@z$nM-FMj(Wn z`OeaJOZ0ZHb{$3SMqEy0C}zJX?2LWC+Rbh1n6#}%iVHUwV5xLfX`?r2?XT3VE~>k{ zbZ8XmzSuo_E>~m8>ra3Z7ndd@qlTmeXBa7)mHwC;yrPo{M4j< zuX=?N7+y-E)c8fUf4mBDG)py=gO^dYGQ!-fof$qHTr0)Mb~T~14MjZ>|*SQPN}kz%i5Rgeo8}HwDCLr~=JqwHmdlhXo$)=2aaKTWcY?z59Uk&|0oo z+0uJ>>Opswhk&VAYzg~eCa%!M*p_*QV52&nPx)E-G%!#Bfcp;HdgUntNr&llI*%E*v3AC4-8P9gEWgiM^=RYjDNz?Lq7IB*W6LbL2-p2 zLb`tSU|vxV!`{H9-H*q{uDky+t^n>Iyb+!h*w|q>$zW)ExH_1VX1QiHd4chw;M>CErnkrR(ggf1PK#yx&z0KlXLR6LoSoUE#tSzb{5 z{5j`yVnRX!Crm*qL+9Va3JV4kzOt~h%a%nQ?XuJ3Lf^?7>hv{pJpg< z=Ztnjv9v30^Q)ENa(~1u?Lz^tWtdq+nK&2!NbgYgYDOtlq8Yf$Ckp3eD~3}xnZqeA|m3+JUu)tO2B*3AwqNn zb#!#dsAW8>*I2HzF9UlkK^&S|{Ck!7 zlNE$)a}{a%1;$SH%24V3sYhrD697V(_Wx|F(Osp@ukjUs3HZUFG}FO&nO2b^FvdcJ zd_k*r3Yk@vk?Dk~*npj!@`?N6qN#exZs((&zzXoVV-gZRJrby8@cE{Ulf@rHJ`nAi zPc1Fsj_o*&>Z_~c03{)O;4!F$($dnLX5;EZFIqWRS(WWRr@@wq5>Zioy^T&jnfm?# zE+!^LoJX5rYk!?Qow(%An*b9-h97*k)cc$R%X{OEJS7Vqw@L|g^Xkku0{`D8!OJ{g zh8VO@)ImKv*|uuuX?I0Ha83W< z;NZuPd37yXp~=a(cXxN&maxb;+z6tbll%?ss4#t&Z`(NrK z-hOQlJICX-eR2K^0*)lCwk2l8b}vh}EJG%%5w1$=6KEfi`8r;2|*P5+4C5OFVA3`F$`ARkFBj>b_ z)n}yYy4x7pELWw0^6lB<;|ze43GeFQs-}TlBbhdv^rKx_EXNs;5&LV?{@20JCaCk= zoIF#!g{OoDA#rJ`Y<;g)#qp_??@Gq5T7ZT-7tkvz0L9I#TaK4!byZd0l2K470DcYo zrEyxE*9f<&^U1$2#xI@+&@k%s(=`Q^nhB-=J$b3WhB}=kjJDWr9DM*wqhc-q6jO=X zPod}LPR)~i`qGy6OFkgO@-)_fxDTJ%k8{IVYu^-Ki7#TG+4z5S1rxF+5DZ;G*kt8dp5_xkYi?-yhx2 zDyZAUGb@)8mpCH$%bU1o>s!wNNM2qJCLv*AIROC(Xc!o@=W@}CR6Yv}+A|7D%1;)o zmo=^LVq)ed=eLbGuF61S?~V+o$yfsobVlf=v=6WheuD4xi^?C zKg5R*AJDO|M9IWsh+e;*O77A!HTnOxD_1Aj(2)ELu&Iz&X0$G;p}e+mR58@Ew07O< z6^kEHVg57oW>I9*h8{!E-^n;XTG z#valw{2dFvrEo1wu0co7N9DYk)z5f2{ttEI$>kB*IXRyXo|cK4-rtwus``wjs|!3N zvmulAtmM(ehfn3Fw}?(mR5H8leGK{fb%sv=e4YR~-TOnlG(dSP0|<$&JUwrU;%4%f z-qSYu*8v6I7#tvXxYkZc($_8U_&$|${2(@T?|vq_#$%t$RO%;???E`ec3F9cNqC{} zazpTBGQ5}RaQlJvCN%t%Jo+ZH05B(I=A zHUxBu^$SXcQjHv&BU@ub)rO=Q?shB3^(ETD*1FTbD<3(|yLuQF9>6Y-7M6B*5giZ`a}j{A*Zw2hB8M z$j{*+A#noE&XtD;^|8Ei8hYY7Z~&Nn=lt6F{?fbJLfsZw5#wwC5OlCvO|7++Pu-3;O+Vhsx-(q z8H&TdJfGKFd@t#GBS-~iz1+Y92&yah%!7pe8OLCzm}H!@;!2w*Ei?73C4RQGu-ejk ze)O!W`-rfJfIEE2Skf}7^yp4_um3xm9SMZBt}OGL#Ah@a=4{N;rZ?>t zT+f=X%@%7iEl#gfn=faV2>UnFF-Iq=oYQgpP|s`cZme`JXM zh}LZ^Aqc%L1MxayoXLySUpX94WZopA$|gSp)k()yy3Q$rrDbZf0kejYvQ)U_^TFY1 zZtp12*7SRMxnZ2&w98h1XQsl-$?#JbV!Yp(K~@o1u0Qc0LL#+M7Z2;YlCCTmr3boA z%Mmh9TL{}`(Kcud(bu0oWDcAT+dTGA>FXS(a@NiPZ(CN4IkU#QU(UmkiF?uPoPxN$ z#pu&yv{M*6N?>7oaq(WCL!+lMTgT%*!jgMI&e? z93F2?3kN3TTKEbZx!#Vqzm)EgOxC&S0G5FUefS^C;IG)?w}BlicwNJMlNKAt`qmYd z1l3jzNOkcvCB^!5)!!~$?Q0*Z?;Pa9JJaJumYgdI_rso)zc}GLsEqHY9zRR~scQ!~ z)GdFl*^D^A=zV~PYZc8EkBh8L`*>GB4Pm{MmpkpDY#uT)kv-VeE+! zH#y$H=%d$$wHo)0bM?5k3W5be*n_iFf?c_4X3FsS2109&^?iL{A+6WX-7px-o?B|5 z?zVDZukEaz$#_PY*$P=eyBo6Y*>hr)q_i|D`3e015{Bc!v?85KyEguei^RKyi2N>5 zwss(_1N6fAzrK80AmruMNwh$4ZzBL$a;l-~;-JV#_a>=b^=#~1#t;{$(^-B{W z-5le^uKhP2GL4}YqUB)f5Mn1MnWpJsvAK-aO@7yx$=e?WMbyv6RP5`E-9-)P8$J{J zW(kMNuXhE~4To6}Wk~z5oUFM&E2xu5?#sO8l{b=SzJx*YkSj-d_MJ!&YN>D1Ep7s8pnw#Sf{I z@gX}Xs@*%NW3hsu+ur>nI<@L}1&6CuLE-54-9QvxI=a+Bc&78!Rqdkf5X`IWj*bm< z0)osWtM^e-d&%&32ccYA*y)!fWET&LbYq{&K1NSJuEzOMHkcaoOq=k~TRnM54= zNesMNB(B;p>aWYo7}_&!tMDj8(?_13x!n5tdPC?)nm*K@Yv5zV&ufCefo&C%pOnOH z#bLNl(7@ODwupoIc`z}(=5NFPs7wwG1*NJ6vB2Mv0G3Rde%)!@)8#Grk=ij=xoJG~=!$zo~9*Mm0ZzfySVioo}<-<_Jsv6&E#Qy4D+Nta3qsK5cHATn8EuNJM?px^6rs__;vz(DB@|52h>f3D(6C0dgXlXA*LB%$t z{))#kM~=()C;C<8>lho8;i9-xi$qgnB8)q!m;!c=^V`kW`2}T# z%Po$6X$Z|L6-!-3~IS+?>CR6Gh;Q84Hk*Oqn$I7 zimhZ`U0j2lGaq^Tl6tZ@u67>F&kdY+JY)-H=lui+_u3RNV7RR~OkWkMP)WZaO1^kL zakHc!-_w5;xQraTPbBr^pc4=A0~1;oVq;y2Bp?At&r1`;a}v-C_ALx5?clQH#|YCW z5`q+#u9CJF8-Wp^v%NAyqZeR|aPNGR1Qfg5&pjI$)p9p%yboK%&b9S?6cf8UC2-p6 zhr?EBUPTkRW8WBEK}j6lb}5Tx@a}wr&1?0jAs(Z(wj2RSWCl2RpDdK~92W-lUfc+{ zyrUW=i$N~1@%t$E9r=6yk^yq_CStj)OXUs)GRg|& znsep6%F4~cjBtp*&CnQ_dSAltr~G0%1pLS2zc^ARjaN>w2|Y8TIX7jUTSY0$O}OA= zr{kW0IB)S$ZyhxWuoIX}IUIVHjiH3eHjM9#9P!ml8Et9Q_{p`tcq@d2gbJ0f?y&5` z&S{zrOhJP7#MVi+ike7v?ZuDGSlj`WXk0iH&@4y zCWSj^AJQoPS*>KEN&c+Tpbzcb>jL(Ej*o<9PDuObgf3B@T`nk1asTCSN8hj+1c zrBB>87_;I0YPcA<1k5k0cl>r8KH*dXQ|3C&bRYpT#cVktSFO8V?&i1-1;s~n^8!aU z2+7r+JaVtOcHZvNHgQ7QAim%gY0?hz%U-(F*|HT1`{- zgW&<@Ay*M*2#zKo- zX%7>(XDODeRa&(gEgEUNhknS(;cz%S zT2|loih$uT+!_|bfhI#+O?L^+_jj(QYV;R84ggWN76#6YKtZv}k44ZP1}23C>P2yR zJBdzaYU#J_o(ZkX^=||62JZLY#=g>-6+zc6-^v3V!0sKv3ohbtGijbZFp`(AIywYE zaN!?V$6a)4?&n-61 zx1buCu)%89`M#(bJ}!tB!)~eUML<1gu+l!d<-FzM6|sUQ*5so<7_dY_$N~03VP$j;9$B(1?#su;C(dsqMY z_=^3iHR9_^MH`cAlV49(u{GJyO=oBII}H#=)se<7xPbX1Ph2p z$+Bc6v9Q^mgM~$Ds?1X+@du}lqw}~O&#Kd;#@l-~vNy-ABOr zgMD>&GBWH}iWj4mKWnxXibXlF0@$Ex+%lGU$)pyzi;KC-lgECkI@j0eCE1nLh0bAK zYp&JtIt^(3Y$T(Hm>p!4ac}Mt#ns85>`u-p|h*SJT2$M zAKMNr=fHdx_wPFP3vyPfo`LGtHBZvx{s{B?Zb<;{#p5H=c5$0!^al#+FNH!Mp*PuT zZnZ;G{<9XqEaDts=_$ji5NT4Eos|tj#I=rj90RntIEd!3hh@TAO&&^2c9%k7C^kd2 zpH}>Cy1H1PTbXKV?&cXj&k}Y&4mP5o46!23$$j+PFjv@mt3$vhHt@bZ_KJWYJCn6J z>U&?u{+Pq5IddGq`r;{|Fs+sm!iUoXiY;MS7+!RzOA*rM$;b{&=4WBg`fb_qLpVY`MNNul&t0a;B&3n3oR3g082S$INr}z%hc(6c5}Lx zzh`1_EDpo^-MDBYHT?Vc@2*BIZwoG9UEJNp(r-!zyrgb#57x?GZ;zE*YX*46-5gCQ zIb~TsoJ@lXwMhxy74mOV6t4M9FoU*Hm7Q${InfNUS3Q>il!e2x!}8{J(R79!=Rx6S zy+pnK^>dBYi2iy+5%t;VoIbyjVIl}pG@8LyBziSTBoM)UD(kMg)__v6fJn;C-mk={ zr$EI}qvgU8!1!WZno~TPNUIIDo|S0L(N+pYeWO1!7RNU~8Syv{9!`p?0&(5e+rTBr zH@NRVC2(d_MeAh0A@dtnTCZT%n77|-;e1MFPan{#l?gcv+7)XdLW#&%PK~pxf3P2O z%5S6RE

>g7hs)Ak6}>vYU+IuYrEag{zl~kz!*m=83WgD zPKa}SP|G4!h`aVX&Dxj@X5I@Nfp4Fl`&Y7^M)zK_2WnMD=zgA1QBhH(Lt9&)AE*UP z-{5MI4fXU0jaNkbpd^UJ0YptjH97j&dx!=ZV=UJia~fY_e{Du;^?WBJYPG6>OKf_{ zF!QNmSh{CdUJt2fH1$nrc=Yif7yPoiwr*KU_Snt<7;a^Dm)1`Is9ZPDc8CO7o@w*Z zX(L82>e{2r<;t;Q;-3b0!P9tWEcKCLLN5(jrd#`KzznDc&`{-SCtB= zK+)0AilqQ6Y|Jfhl1M5CkLi|q8dK%<6L6PEK+heAu?wi^637-}@(JT}hXTFu+gpzw zkL!x9x5Lumq3j0cQ7y`|fVCt0D0(f8a*ini=NGRBsR56X=iLWamxjaGi*srr9nZ5& z?UY)I*+&8keE-ROf)!4M#;V*{g;r~g@-b|}7Qu<{DyG*Zh~`Lcu^Yg#4F;tM+fdj; zeDJ|HG7`mfw0~`lQ1XZrg@8c%F-imIH^ONyV2eU@mjN1zLR1h5GP=Uxv0ywJ5j&kK zAM%Rsvc~j@r$UniydZqrL-8|A6uB`UZbn|;TD&nksYm#9>m5ZXBlFtLu*<~ld4f;)N0;hZP8(DDj*RkQp?6^Wikx% z0RMUYVv7h_Mb9gqXU0Z|po0tFiBwCTT1^(}5`gd|`KZ)uSRZ1?Xy+ zio5jo>ne7CEO>&C9UrWDVIrv7-WC?HR_k zzFP@q>mi<(CL$*f5)c#|7#c#Lwd|vmASWdq2l5I9K#}N;yWy$P#d9ayRrF3;e}Df% z*-Qaf+@RF#T`7)XMg|61i{bYc#+H<6_)swq%wvS0UBf=a3@LLsW)oSJ+D`*fzUXh> zh|7Jy`C5c+tk=od{HldQ6I7`SB*4N!9!K{PY%c616)1O)cM|9%F-`jV8=p*yhm2HF z$}oZQ-Xdg5F+2_4A+jk_^=n9t#)^;E$DE8OIX0E1QojI40qrs?q6aUf`m~P4Y)DSS zElkg$I9@mc(;nWzY$;j$49I4&Xr>(@dO!avhIjg$gQQGtN<^_t6T8XvqD~gdjAl-n z)7e5)N|=i#YW_`(ZE(P9_K1d4fpX`ZYE4638Qcxbu%gLNi5sYvN}rLv;=uc>g92d< zJmZnm&bSYIPC0;dv?+hlz`a~XV^?Si9PcF`M+KppIiN5V*6GK0Le#;jH5Ju8j2uMR zW(>C`rQ>~7IsIiPu$@r=rR+$SMQK%$i;Y$9@zWhD`Qf%8HE#wrr^HC?rdF4|k@4-^ zMrx(4z-Fo6yri!5+vnja{I9%^V8fsxm-yOt?;i*O3%Dm+l~};TyGvlXA&J@sb|u%KwQV4fJVTfcUVgL zarN$B6MdgwgDVK|8kY7}sFY;#p4ApQ-1gfRR$3>V?AhxI$vOEFDhX@}AHk+I}^)WGAo)c4_q>0$tq z<+k`QkJJo;R@JClKO7OTAO-5yH%KYPQKC{xR=}uh#t}A{&nhk`TiPOFW2bg@YGS$g z3(io-4jT@fGn+5i!?=JP=-7pXjzIOJhG?JEXwuq3S(jH;7k(D~sG4*sOqj zb1FK7gdZXh`_1DqIM!$$$yymo$zIG*2f;O;Str6n zD~X9B#o1(@O@8)0l*GeZBWKfXo>C(L&gO@p>kCY9VGZ`lZ+Z2#LgA?&$wDvpR(lIf zEG$xHPg~@&zEtG$9-*a49agglvJiu=@!hABswm4oAdCyox41T&fq*1S4FE`iOfxUj zV-fc8H^qPpPUmB^q@52UwJ#V(qwYBBObQX|PCZX9ul6pCx`ue;pcc2sXe&D_>q@-3 z)(<$6=|+|*NV#&BoCPi?Yo8PvUtxfnLCZ28+BRSsv6yO+`^;Po`SbV8NlPqQT7R?dPi;^Od}| zN3I%8H-i{mJG*qQswz>Q0h3bBvt27xDw@XqRD&&KBlu6Cf|~=tDWxucO0s|6(a0RM zGSCgPTeV?YpK;EqP_4(Ay*`=Vc6B>1)b2TfO2IapE0TWE6hubK;(TXzd=oh;I9 z0u@{&F$NEZIATDBTK+)Wy^L9znv9|Na`|W9Y$^cFY0z1(-nw1Cp009K0i2|c`p)0Q zbxXZhi5QOk$4ur=ei@|0yree<^_wQ-$b(~k8`wNnXRTPlcfQn56RTa_Ta z`uQQXdsDW$(|jaIvB`mI0|{fsj5QzJ|Hrud6i=>kIw9>nd*t%Uipjy&+_%A`Wc#|E zY5=?x0lr_$`G&9%XrPob|?y7C?tC zsZ_)kn=F?1#VZD-46W+jJjW}Ed!xgvyOW3XPls>{d0r+rrz=rjzil#yXn>pfY8Qp% z_f6z~d$l3{T`jDGF9`B#bGWghv;^eBT+Q5qCbK1|$E%fTs%Uqstqj2F3%^J`+{XLl zAbRh4T;3H{Qa^BDc{~NWW(MRhUX=?Ol!QrX3EO(?_KO*>FJJ9?fdK z!2hyNCrDtXW=CiObK}6Wi7PW6>SIF-#G(<0pdVi2y<_!1-9th7DU&aAl-cR8owb!i zs$Y8gr&8HN>S(Px@&3krwP0a*XIVxwS%b9{&_y6-GaCABH>i}U%K$xXbN(jj4LeA^ zUL{R>92K%{#fZas8j35=+EkD>du&P zHGwa?k!w6(Tg)_b7)dZ8TKuPhLQ}=zv1E9+CeA9eX=sS|5z%u)AsqJCLMoFcVkGyC zic%Qp8}jGkUfyB~U>QT!lRHC4|7n2nN_%%hMpFPjH!s(KZl2ohN8;ut;V0i3Kz_R^ zglo_s&B{NvGu;{(xss$S;eD$XH_}(_p2;Y{xtwG^9@Ul$XrOx~R0@S;Gf=i3G~|0s zUAsu$<^E{YPg;!%0@Q|7tgPA%jZ|6romOIM<`)40t0ZaNgI)4q8t4_Is*Jk;8AA2` zy|%W(kr{b)M;QztY$AK;n9Dr3idJJc&ePz0CGns?ay4**4UZXs`(9$<9U*K34)}KC zaQP?Vb97wiBP5iqWa0$MVWcxi(M~_;ku8BJGN`EN=s*SJ0gXAdq>`fz|EDvI;PZum{?&4l zVJf%k2}niTT;0Dj3VKCANw|weeeS2dyBDfR2P>0!z&0{Q8hqv|xij3Q&9MA?yd(j; zB_Sp?r5ZIc$@OwJ{{ z6iF$QzKEp!*o1xH^!$}5zhnP#v(C|d|0#hVLz(5`3=r;BkoAdB8vawtloS_Ut6RKB z%=G7n^I4H)aK+zYPzj}-TwCV^h45Lm$}_zG`(Nxr$Xj(O$ z(^(q+%zUQEkQ^(Dme}U*+|cdUPjD8K@s6mY{%AqCoSeMLAH2wuz9ilX`ubIJ^lD$$ zGNhGo#`6(e-5PLnNxGaM_V*(`uLG*YLaX;pHrtq{1g4biWU*x{@V-QAPSccde{3qQ zQ5_@6Y*dVlQ9!FV3Ra^HmWi}bB2v--fcYqNyE*{0aF#Mku5A{Iis&m1w*Ej{rcWRc z$TcmP8*F29bAK{d0v!)e641a^cjC5S+sg7+u+EDldb1to)mum?l&RARzUp`S(` zmz=wEQ10dnFC5sI{eB?tOZ5ik@%S0QwtTP*XHI_hxS`lDtdsgieLUXuAuw=_V(s0k zV!JX%wu8`r_JhCSssHh212O<xk34v=@17 z(>#Nvrw)*sskXF9Jvkn*^fo---aXuzT>R{Cg%W=SJ&sF%5VgNrM0jaE>HNAf6x%v#XEa>sT{acp7=KjvHdyI|+ zPJu>oRmp+23wmn1gFjH+uE1iSNG**GgOd2bi&hIAv`LbcMMYUbsYIy};unIY6m``` zui3^gHc+ToB=i9u-3q)R;yI-0G$=qp-wqz*^{;HVE{oQB75-Mc*|c9DN3|NH z6{s}BKZ){@n?LvTaA$Zo9`C8L^EidcW{bPRqc|qQ2WbLsi2eIglqS0;WDFF0C4pg$ zu%hh&e2{|_u@Kjv8`=LpUsQ!(U|9oT)-Y1mHO-@pLWET;kmZL*Ldvo|fPk`sUAK`u zf?Sx=?n?2}I~7R0ZZZ$viHVA$z6cav&i@(Jdo{S+1~g`WuPyUkpx^54qX)v&FVIS% zcrRm+n8WrWzIua0HoDi?-4=`9i8ua}{Yi*++aQMc)Lv(6POndxH(mxWh)aOhWftjJ zoh2jQ&3PJ-_YTdSke-}YkJaRI2vmTk&ZQg+$UF-vC zHngOK{$4WypeqsLkQ)#IbU`MefIE&q4pn5s2)>-3iuiWsFR4H9;UB+&DVq*wY{fG{ z^`Uh5Wf*)k5~VYy*PLS2ApiKu-QuKUY%cg!`(=$8Cg$px)-7&tFPSU|;;t|Y<*_R6 zv9$SS@8GK0ZmQ#kw=|b6@T=GCH#Uq}t5q77do`wXmZRLD29(R{xZ9|irGgNYJ?qu8 z_>ye(?W&llBoVAYXfP}9u}+08jT{EY<8gu7``ZAad*#dTwX;KU@A;KzVo~EDyY{OJ zc-1UqRhx{Or$@`x3royg6}~6e5$3Es$n<~4^r$9(^bh`8rSn=SnU`)!$SX@Hb`WNW zizl$Pz%lgx{I)#%8O3~Cg;q!0;#>cC*RB*oT+o%q^<)|(g`v|bZ70rU3y~Y>o%wFx z#QLW3fYflG5093lGB!CY=Fzfu3cQ<}Y${Idm)g72AQ9L@h&f8Gcj{Ip31`=z0EJig zXZ%lp9gzKrP`8a>UGjayNU9t`By(MU@~{&4-O;6SdSQ^X_<|i*=AE94|Abz?EdoG* z*1|aTmI8MElTTm^-u$U2oL0dxwO| zpDrFLKy4=Sk?jU!a{5SjrqLpMVTlhnz0N~>;S9CBr}1m1gFT({38j`D!=2xwcfUa2 z;k{}b7naF>o*)TB@hi_|de$ae?djOmSGb|2Jbl)rP}`X=^bREA4aAu(6p^X5e78ya zbg}D;cG-7A!pM1{`@U&C5@my4yD|_NRt46p%M+qmP!{2cI#YT?oZ0D(y8s zI*d%hR*^Er#{arI|9Rd6|KS^40cRHLXz*J=oW>>Y6IhKm-`>)?$N+=d+mmF0)=n$qm6i&ntS%qc$Fxb}hNg<+wbrC#bUa^Hn1+&0 zvXJuh1)Mv_5WMWB0A-Prx{@VvwzDR3A-k4XunleNms00f%rpv#q7;ro8 zM3rQ_#o8%0eYTysR|V54SH?)p+fo_ocYON_^GiJ9AVc5S&aWAPUk3J1M-)69tlD&; z41GE&W-8?cNy?g+<)BT_3TDz>T)-{N>wS>H(5sO^1}!?5kP#%{XpI+RvtCme(pOjx zq+zQC9U-xtIno@Ba|lYLkK8=lgF>vLt{dbVb@jp(Rw6?;oQSy?MUn|&{*TD>H_JgC zs%(7!ys}CejU!Oyx6oC+GOLM?ehz8=D`b=7Vcht+R1RRdVXwqcJVt~FY=s{%>kjmG zaEE+Q-IYD4WcYuKy>(n%+p;Z82u^SUBsc_uTW}8=EO^i$!QG*e#)4~bcX#*3-GjTk zyW6+2?>+mSv%mN5dwTjJ zwxc>s8MAWEyzno1rH|t+W6mNsK>bvu^zb;H@&a>lsL0PsCs`nQ@}PAKc6L|%*s2AG z|FwgRWq+tQi2(YF9&h)Xic_mxh~VZ!^f8*B_##W zAd~YmX2*t@IslNJ2k7zRe?mzrs(>Jzno)y9FrUrSc)@y#|4i`X(^G*+AZDpRIxna9 z>8W*4P!O5c$;IX6&`%g9{eRyzDx^U4pO7FaDVgbJu7}@l3H{%VgQenay&r`I@kxD7 z3rtKlj|~?reh$)5E}+P)<10|#ss1h-L+?hkaBL;>MXBQ4)a*pbhY>Z?rjQV$_I6`` zNjqf6#b;)X@f%8E`ppy_~k`B#t* zu@~zZYCGK>K9Jo4l+Z|umuZYc^0pg^76xQo#}U^;aI>(96av)^&SD;Y#$Vvd-}`J% zqK!RJ)A1V50yyCGslC#FJXbc0hqEd~LCmdx$sFPKX?v>DYLf5kmRQ-5Qt!2PQ#jQX z&mc%iKbL`P+$nSPF9kfj9yiw_?ku8*w`tcB!sug!vrYiy<{V_+$nW9a3*wjeIZ0sN z8Tr6RRHwnt#Nq9Q@b7Ezzkl7=3BwX6xTVX9#|?x?@+pZiCQGqk%TKvfYSQh%E^M3wAIGnE zE=S6sB)5i?|7e>=sQ+qUPGBVk((fSjENG;O9n=}ws}p9aFWlN1Mh+kUG}KCSksXU> z^Y;q>4=+YO0=xfR&(=UpR;9sUV!zi1DMT1}ctrpyq#F)%;|gg5;=3rmA5k}dg2#dm z7)SxSEn{Tu2^UQi0RCm|2((B%y=Qrz4@Kv;-n5#c`TA@ZF_PR$Gx2_=tTeHAE`qrN zEr5eQANF`4%qJqf|vXA26oX!>L_add{hbN+U4+A>bQxLvyj^Vqe~?Y{_uz%O+65(G3+ z3T(Fql+p#Ko7e^{++IUNe;5SXCbw%d4DLWd*wkcd_qVtD&I=7CpBWh$`zwvdLY#gs zvbPiygeN5>>8lm1_V8$Zs|~Fs5cc$de-s!M7C&oaX3N6)kF~d^1G2Z_)6H&ZI=uK- z`l6VO?@!6zc$;D7s}!-Y6{^TMrn1$ws@>u*)e{zS#KR*7RzHoBU-lPwcR_pLXbDU; zR%oU6pqR>C^wbzE208HTm1P-aH#miT0mX}m%RWg3t5`j>0G#TsR->G%LPIQFqA^)lZ}wB$C6SkJX%C1gSv~sUet1E)D;)VQ z=F2SvN|x(2EPo&{$S>wE|9I8Ha{QQsZ-3pvCh1YkXB90^@uRDaNU1y>ehIl%7FlFr z#>%g+c5WN$W+QJaX&1=7Hjj_Rvf!?wEzy+k> zpF)2-M)j``{S&jlg*jz6ho#ep^@2$27`IxUQ{3$Kd+e>pXk50=NoBWQWj>2iakHnc zuVYq&yrppRB3`@xK|Cx7h)*j|+xWjzF+9I|ay|3I4!Tfh-U)^fOC|PhAJQV&osz>} z_OW}}_SVYm2BFuNEkIP4grThQFT-ZuwsA_sr!a z>J9;7pbYQSO3Usa&r!0hA8Pe=@De!+Wz73MIe6WwRynBcfmV8==HFF6b-!g@u;f6S zgzTPZ%7<~hI_(`SB6*9BEO&-RH1KGC?-3ur0pwNqG2(yqa6G0pUwDRR-mc$9ExVQ> zjk{v}T6V=nmoI>(A)%s?$;rZ&mw(g~mXAQCY4%?ZhE@=Dk@7@GAUu9?$J$wJT4>Ug zvW+-X``IT|`%^He1*IUD>-w(x(c?+6M0EeZRVsCgH|EBVb{1}m;abOd#1Id$O# z?c(22)rJ!c+#aM#)Lu1Ycpqa)!S87_D$)67AYlruNh#)lK(Z?0vL8;_qO^t+VfsRG zJSqyZirQKQs;|Rf&s0h*N72NJ$*IUsqx*qhgw=_0h@KH%v5}(4atqrvh@`uGF_@yM znKMl_IR<96G&zqJ*XO`s8YnJr1>j@qWH8cTLAc5yTopfB&Kgm=*!PF!TYt5Pan_$#NOO4L^p?HfNXgRlJTl=W69TDU`T z_i=$OzI3V0?tKymIkilp5{#^qEM)O%*z)$)YR`6;&2*s{hpkvqO*#DZCc`ZiXwg-S zc&(6gIjWv_THNaR1jpB|bv9S2pRP~9KKb4Gb{B(mQXm%Ul=AWDh{p-ATm&|TPX=G| z_HAxvBW3?yumCP-&@rcnZyFls5Bb`V0_9snA8S9*g@C{|pf(D~T>bYG@Dd@R;Hq}a$ojmkGdkWD3I&~BEP`;>RJ8_ksWQ&waX>~eYBFpl>u04zKbY~d+ z#Xv!^vlRkIwg*vYWeaK_QunV8PuuUHgf$Xh(}+d-1{1@Pc?L3_w%~l{$kROW(SxT(bS6O#9CoH@X#}5+B;jX$Pq5U5`0XB zH=P+dNPmCzU#75%;YD?W8Xoi^c?eYAE8gV<4f@;x6B6*B;yUQiUgA(l6XoShZ!12Y zs^eLTsF0o}Zx1zgx2*zG*+dK3Zs>I)yT)=l#`=In(&X z8nfPRCv0CB&miDGjnPYxk|gL+@R-mf>7QTuPh0(u3qNo|W2y_ZJ2WJh1J{ipZ1$&w zD%jLNT<%S94wCKtkJtX&2a)t329OE#U<|$jj0XV+noryG9i2>!BcKcY-@EC5{G={D z=*&K+v4*)SBc}=#M`s}tyX~PrOCTHcMeCoR@FP(0{&J5RSmtP|h~k!Q+H*i@jyeqJ zT)(I(gwf^)y1=4&oGc|1fD)q78ZA_aczN`Vt+oUv#n)ujimqF1#IMlxsHZOsCga)d z&d}qg|NaGDFv5b^cMOf(X4AzC*8>c)2>Juj{ZWUJDu3J0Uk(q!OZCGqQei(;UiC+Q zr9@T}1Y(R8L_se`Nw*cQOgOy#&Ay0Eff$NY_4Gd6*mgby;7?ZU>anm%^S`YRCekaL zx-V3G^gGo5FJ9;Ghxz$4aFd_MWX8Yz`@R4D_W$Wwf1!dAiAa-kQ6EwK$FKRHFZK5J zq&oj@KLPL&c7ZWr47Pm?PKZAK{)(!q@lA6SY5(?%{_>p_Uskt=lk9;+(&h2ihK`8M zooFA}$w6CyK-~HcV$ZtTQnRZ{1;pt@>#sMFHZW#5d-4LTV2Jo!vQ?KG9R}-yvh9;G z0s!j(-=3~@a+>`lQ2oz)uK#PH{+bMPigA|mXG%;8pX>BZP&V8@AIjrbD6t`s7OrT^ ziLq|in^=GeebZbCqxCx4LWg?5XaycRgshE)jI85k0272FxA`-N(;enSu-<0FZ(o?X z9%-3BI`)70HX)J>baYX7p*<5W*?)f1|9EsDAOX7^4M@_({vXZazYI)Jh!ikwpYaLX z)c@1M{@0fL$0DL*!$iV}(r)BO0GjDJB7t4g?Zmf#W?2VfeY_S|R`CDlvbj_K0_1oH zev!WBJL|%7FXdWO&Qqh5AS+vFxpuGA@1LxfPGl`8Q>M5*#|y9TQOy1lv8r~91a%>z z6KMAR11I7tw;=HVud?-ZTDAJWEf!*+=MY`}?h)Yqn`UX7cu9ZJsxZh_O8x&WJ3_G5 zeC{tx(jSVC__M4~AqQuF{zQ+!BI8^(lNEUBV3X4QbR_}IGVl}wIBWks67l*fxH$Z} z**_cnAOHP-`^T?z1i*WJcBo4({^v9K=cO?3z54nV?C&Iv)7fan=Bso&ao%&ekd>g# z9md@QqQ>GUs6>CXA4r0`*WP3`5t6wg97R$?6#i^?@Lzjf9^f{ z2GeK@?MZoPzs~*jA`?=|s2LM_0Jhb>Y=OrdsM+MpSf!@UxcZq_mYws@8~Hcq`_~gd zmqh?Zr9}3GJjGuhKK%?Md`SAEo7-T!m5sC|HE~epkO%bq_C|fG;S2p0s$p^&FTo0u z^C(noYCQVN=uWTEl1S-so4hzBD)=evEFpykXOUHK|-HWR$M#b&g!b-D<(x`N`Dwo`mR*fqN6M zeV_1v6PV-WW+|YQ-lFn>?Vq>5>I4l~rON2Rdiy5NJUki^)t@m+=YOoU6Bz2`o0HZ9 z)kD7A&&)6CMh-=Rue#nsjhPH{`NDgd6M!Bd1r4-+#YU@1;e^U}gGGs@qFBJ5vD8X+~gg?uGg5{19E$_zNjGd}Ot z1Ns!QFWXPiOqL&402v>c)qe2iZ}$1tk3QqMGFUQ}bAO%!4%!F!&AJ1{EXikI-8)fNj3jqOr|T{Sw+unmm&Ww@K_ z=fs2cr4rb8HcPK<-TwKb|LG~eFu~w3Y87)z@(u&BphxaE4;wBD`L+h4SuNtKY;zMR#^|Bj+mw!jEgf>i z6TCB4__#A*61gOx`K-7s{@jFM2qtF-=@`)X2Ta)EP(I-4-fhpe{XgEGS2}6ATQdUouQmYm{jap{@1b2nr zXzEk7sSE-jo~b&eU29HVs8z$FT=Z=&V-etB8FQ5BE$1pL(rDI`(BC^y`>!oHmibW|na< zRsLiV4pw`507$Z|E{DC*yv{7|pPzZS6D+N}ex6|o7%@Igvg-ea;qRaJe@qij~L&F-PxKrU9#5tj)TJyZ82Q;~!kav@quSRPuzB=3PR8m`de7)s6 zIv_S)X?g9F&x|0yQeu>)$$M+Tc(+p$ZmfMB^gD@#&sa2_rPc3Uy;1r;z*xNDU&*oJTbxZ`e9%H;09OQ zT?&wf&Q)=Nh`^=}SjqIlL1u6-8kCFF0~6USbgIz6Hy1orSsSBzS^V@ApPo}$D?Eh|gOCj;2v;!HrNv!p`HUyA=|JjzMT0y4d8y9ap zms!!7F?9c9KW@cF|CbaHNWP7EY1$K*NUXu1x}F^q?tgaQ7;NBT?UNAFT*77EHXQv+ z8&lLHjW_3>;3mUR2EWi4<9ayeA(JoS#r@%-*r$3H|J1}+1gv)iWacgAh z;ZcCIeyh#vbu17B!QDu}d^zAMZZQCkj924{vsQ3rO@?dm)Pv2gH&a(O$F`tD4xunS zGniZA77CLfg4nM9N;MWETK%=SBvqbTg1*?c0C_CBTkCk81;VpUl`nmU4(^ZX_>3b| zvk$Z_SK^vzG^tRP_D9Pzm1Z|B^_G$le*V^S^<_fV4i>jf5OS&tZv-&msL1uVRV(97 zcKnR9-UCRBW76My_ccT+rO9on_dLP6j2 zgC86pomJ49-KF@1eZ)o1lMnd@n;+146HmG?{PQk4ot(oC*af7tkb(m^?Aj~1c>Ukt zXKjbh^Ull_b!xR>nmRZ3eJVs95_l&tT61E`jpp6Z?{qt-J*xI@P{(yLUINu(Z>*}d zFe%187A`ckis+;8HZ;4l+Gn#Rqhbz;^TYj=_Gf3Dlb1e@!>5Ya&%$B}u_@P6Xzab# zS3hGq3&SoGQY-r%?}xZzQfaLukZI%TX06PLYo($~4G~eAO%+F`(5yHc3(+pR!4D{v zwY1KKn$t&gyk&hoSnS=QJAjJ2uGF<=ck$g-!y0eJs5ImqPk!$N|FM8hzA5g23AIvn zq_BoV(ilTPRm-FUXdd~jOEnG8CD*iQ^C=386@MnVtmPv z7#}V^Rb$`YnZEe3u0NQ#$4qB)H?WXC(f8SMGP~L3V>Kg0ua`)wC2v4A+=$>)eV%5k zWsxh>K`=o4)fhb3*t2>#n3}ND+rX4+LS3SxS9hq?1XLGW?!J2Tc7ri)e1A|B0aS9$ z;!5987J_-&8&UWVrpYe%FWnWfw^5mCgO09`Qa&n`H#r4Rpo5S%u>k~qqjD-!vZgW*X&i( z@P2A5nTKTG<2@aYM{n$u84EHkXsaM!c0}_GroivZcuh?^S zitbI6Z3l+5u|Vii`e|U<7*Vs;{d>h5w7Qg#klJ*8YZ9nVOwEmq4Ed-{)OR1+EucYl zP*PMsMZKe--l+ff2V^7=N3fVoYEqeSL|YJ(p=8vXEVHh-AU9@KYMhhx3-rFsmQ(L# zl$@ysXOouBM+-jTP~k|$lw^#rxI5JggFksBlwE)33TY_P>wT#$k1H`)6i-uSF{IAF z9@ai>lHn>TABbwLh9#zw2Z-W^S@Fqit{DnKxr4Xag~2n6wTBBgdA@v`^jx;MDpz6e z0D&Z}r{|D6-pN6&p;*PdQT189WtPik=0bidHK!xn(ej0aa~0a=3~5mf9ac|nMomce zHpT`2yPP-RqpLcL`JH`#4ubDfH+#`#*yNDcCyNa#eBoIFAEoa#bAA@dGZ&2_?!h9f zR8N}y?qM-HCL2ts+KC=-bsqd$ND#e!EolmPdk(O9E^m*s?qW=ls(1~C9!~37`yyAD zn)Z)0jw3;?PtFa4W`!u%etWHqS{dWad8&Z$n17}Ysvcg}8T@uOvzCnonE6U$aE-i| zE*{O@>GX>-ZU`Iz_0Q)rfKl3heNY=nHZ`}+Mi?B^`$(tQayy^dyWLi|Qb+C2b!N^L zl<(5(ejB*%>+WkO;VXHibni+WQbnydjf*F~s+A3Tt1PyH^~(_3YUHRlZ9AX4{j_Sd zmHpd}El=%9u=V4(uV;YJ48%E0A+P6GH)kW(_~Ov4O=#F5#mG38Sgcl^fCee<&7f?VUnhe6p4d5jYOioVA(Qrc6$l4 z=yowD9;K+qn|~J<^oYkzQSj~WtSbN(+NDDk`>q0NA>99WkowSfK|}<2IEZYiX3dB} z^oOJN<>GGSZ(DhmIMEFa7cmNU)Ti@oNYST!u4v`vi}h3S#kKH|cUyc*8otI*OMEtGbbHI$AD4pJZm)Mt5A=f_xZ~-y~c(-=vJj* z`peYa{=sXD!b`(L&_b`_fZh_GMF4abx~t7}+%hl<(ftX(hkVttj7r=dhH5&aOE!W# z4wmR%-5Q)By;X?f5a}zts4;HXS62FZ$Zi(7hj2iU*&G{;qLbE~fqb4Z>Yxv$_hM#H zSAo)~B@);T@?s8=*Szv|%oJ?CUO#H^QhbIspsznhdvcg;QIBiYyJ$hkf<5hU$Uu>> z-$0judJ2E82&W;r5tZ3%wF36ZOA!}m-KAYZEB0L==IsEq?LCmI!BBh6+2L?i6CCWG z3a1FWn19q+%4$V5&&cw3`rXLZ%3VyoY2i9+8WTqRq5y%o%4^}9k(3aF|#HswVVwrc3pi&Fum|C+@et+;6AjHDh8jb7KT`661-Ftq52PW*I zXpJ`2bUsst9!wOzy)c=Ni$XZ4Tp0ZHc2GWWUGy-jK=&s%4ax!igH)r#(Wad8lS>VD zXOT)7us=}zp9~ROtXYd>%QkLbiT!I9favqgnjUHsGrS*v(U4hMQvaqz7PZ5^641p@ zAtjmS&igILVxeWhFpWd6cZR>##1l>6aVZQAC9|{%C8>6<+O)gSA;>BGm~jk<&P>34 zh6m4~_*v)sXMu!GcZuz@mXqZSQ-#XIi7Hla-m!XOQb>yM9F>YU3lM9o2*acO7ARTS zy%=E>D09azGvL!IujLarE#K}H^U6CfI%9FXWJ zVR_}4OCO6uX8#>|R4yncn$`%_-_~SK4my(3!E_*sC$7_7B7g^aT-&CXzlBJxHN9u% z0y+8ubHr;LYaI386C^Jmv2>XOL!Z$*WL%TEO1A2sG2o&ZpWk;ExO*PjU|GAJ7cttn z;hahXDQedEthLhvQ+!lF`cczX(DC|^E2h@zgc$X~9va)zU(JTVeFKiRoE%|<8J&t@ zI9qxz(y+h!KpR#CpbSgjkYh-?8!5DCnoNA>vNKfNJH#+=T$$(s;Av`#JTTW#oWVeJ zgphD2)%rF)fLt|$apGF}wv4~cT@b2IY|}58{9cWy20$7ECHX2tWtaVaH^VuL@qyUD z_qgnVk6A$WFX`;I*=O?u4J?_;`|hU1>8}l9l~mXIv=nBpR+WFSkLG9(I4vLMj)RN| zftTc5K=OcE50h$Dr9@p8m?NbyJne@bs%BDVaFd#U5E5sWo-_FEKtIW9Xjscg7z4HJ zgb8&pmU?dzQCiyx0^?WH0yH`TWK`$9%e^Y4MooHy`iX#0Od1;(px{t^_gJwu*wEhB zxBR$mPT?c^$(?h9EeK`Qj<4q>>27fNShU0j z+;$so4>|95)BbnjI%TwLWd(z_uhW`ZrXuYLAW+_>7lZb1iFiPWVP74qcG`;7kd-|2 zN0KF+)$EN|1`2dhD5*dNNDjrpkLz;9su+bGIJ5K`td1^Js^FK)3(fgja9m?rdlj@^ zu6|%9s=+BHi~IV{p+icd4n|mingQ)}zManuPgvFNOpYm8u4T%8A(6i%r`L?QUhstg zh^2=eZ3GwVE4(wo1C{9!MNRtTt>mD};qr|@}l?~@y2;5kmdN*&x(k%nRp zu^h_q;E0>Z(6As)fyu?Lx|T>)#~Lwn~s7ND}>Y>%$=TR zFS<@lv|j`tt_fEkx`o-aT$;xdPSWJDP6q&)5+m^vq`zPjQG%fIx#eLG-;F9?k={#96XCETN?&8?% z(I!XzyC`7Np|?w~Y_iZN_vB7H`HzULOK+)IhhZe;0`j!#8cVUiVuz1}zepTjNTv+R6_U9n6OYkCarOaUdkiBdR# z$cv2fDu%6Qlo`Bs-89niZDkgM9uU4h<&`L6XWT2!U5VH8oq@;)HJqw4eq$X-TEgo` z2RFGNSxr7n)gjnbVcjP7z+Wfm6?dA(L#HazVSY5ff)a$JByctZFN|; z8r*BiR)+IEDdZt#DbJ0t$X1(GA=Uz@g0uwNq!SxCxeMMhmKYcH4)}1HEWP*S5*p3iA%TV*aRv6>|=Uvn$1N_Zrj+eifKY`F*Fk z(lGe%R@Y<(pWtt#TSPXImxs2(&iJXL~LtooiyKgwWp^j4W!KoabpPl&Lhz z0l~q0r|w(!;z_d^3j+hc*X|EXqe{u0btT#tNqfPgUE!_iq{0>`80k#DkcSa`{jv}N zk7I8a>mK2jPon%p#iZ9rb|FhZ-XUYR^OSpiARvb%gn=;V8htds1)CT22ngK#{$N>! zb9sgE%zSl$$ez*fvFbhv4u$OE(i_Lc>Krg?1xu)v9b9ib44O<(iw1308*T|1e9&9O zU1ArCKD$4%59$rWVd@U>)E(RomD-c2^>n1n>XFVIdmMXt`GvLtk93$5Y{aEXAzZNB zqUW^b;02M0{9xFXXL5}WpxjaMJ6y5 zpYtr>c73O!|ETTlcsl=+)uiLg{!HCRcQIPARFIlwo0xQlu1d+4PBe2u@78wcAi*12 zdyVtW5eW!f?$iT?#XRfu`RwT??;0P}hEMA=ci|h=p?kEA*TogG;-+3?#3n%PxAyKO z5C2@U?A88rna2kH3=S_g%{M9|>Dsw#d$;|LWg^+QII9!H-G>;+18DTODkiUQPDFsy zf{SKm_333;Mn!ap6gkRCoq?vyD1)5jK7aIsWcp=5b!RG6k0GHW+3k-3@%?6$6X{cI z_r_JlXf`uLv+Fy%);ddkj?*x>t?H+TZmAS)WjiR4lV_A5J-d?s1|sD5n!fkl2U$^Z z$xXIwKKl37cY59%_>V;M{^TKKEFFzkNot>)yh0yevTx={^`{Sgt6jFBE7Odc+Q+bU zL`qkVLIiEnIw6D~7FtI{m%~y7_cr2<;du`#l3}qgk2n%-hLvYCdx8hah$?R>H&weuUumyP=) zsq!d>K9MLKdHV+MP4w#(j2`fXh(hMCuNEQP`B6g5HrgV6kA5=q@-U-u8Kd|dg@Yru zzA+1*+~YJHIo8O)Jv@nk|EEKZ6rO zGN+CA+u*u0FwhObEGHCyggOOZS>UM~ONP@rJ2^+Or<4GF@wY3CfXwQ(bL6N4FP7Kp` zLR2K#8yAvg&-Qzdy7;hZg_kP=twUPrbm$p}KUpvsL)5>f^5*bVT8OBooPrNZW70=bcgPeQtHyA0hb)J1L4XG|5rtgO+?8A{eniC_`QjnDK6MJxM*cB;k+DEoXJ% zcW74oxx;CBGNe*6p@Qjcd?PcLZFTo@wAZ$yLqW!>4ziCR8gYTy^f#!KG6XsC8)#Y( zjnlJo!^ivx;piGZx?-ntw$nBz|A~`e74$c6#V+{i>v5}1X4I(9Fl^s228-SqyzY@E z4tr5@zW&+ob4G5DaloN<&Ex3eJ6~reQKHUHx=5?jkM=nl$y!7oLnPbts!D#VLNC5 zcFzE)MyYL7dY^Fk$|NK;0Tmr`Rn5%@TluicXm!t9!Bs$k=h0&a`=yMg?Zt@YUM>n- zRHRC;H%$I`vElBi-{y{nbd&#;$RL;XDwM%sY-lrK3ch2bcGhNy1$4dmh9U%HgDRZN zQj5meiv?|J33nnN5DohiY~*cpZ+`gUl{hLVnqWj)R7^-bmUpMr?y1Ffot$U!UZ;r0O9UpR5%qIc^<;tjUkv$U@6yHdyn3nx6P#uDu_#Lx_|c9 zHa=~7vZ&WB7|A+}SMp9#I^1Fv5AEWiSiZVq3HaOFk!6tukqd4A{79xt5}BDwY&Kvg zB)6&eOePgeMV=_;SAM^$HowCxBn#9xl+nLFTaN$Oj(^YWh6aYbXA5QpZWGdWu40n*N zugj?O~k%$tBApSVJl@4GoAStM2AN7RLxVKa@B&tPU$}r#DJ z+lTVehs58@Ghwy;q)N7jnu09^UuP3aG&*+pFa}N3{b+uQD*M`MV6a{z+}(wP{s|nb zt}>8#dLovGo2rO(`jv1&jX2=wqHEGhHNk`L2+QmWrEds0HJ zYyd@+b2f5&@s+uR2A#&Oo$fQe0oknr^%>&bn$Ny9wrCvahL6JTzx~Ewc=OF{INj*C zX0cjf@I?eMjwE%OoAeH7-s%eO;Pbe|SLXXu9K)d!m%hE@R`*3kN%N0`rt0cJxyGb> z^35SEXB8RGmN0%!KC!qZom5k}K80Ipd4i*s1wCA_K0E<+Zo~)*IrnzRI~YbA1g&3* zw(&Q)!#stj1}AUce`WG1#})aF$Mu5=MK9|OJ;IXKUc$Ljo;&T<-BQbUS~IHJ&_w~c z^-dPo-PQaGe_K3cJS@5Rb#>MOgl}Odvlad&z6aF4)wOW`(7)X-CwIs=MOKhaW3L@pNR_sG#cR^) zR-EDs$1PhbF#nZ?dYxsI`VQKILf+S$9)e6CK?U0Y;VR~Q$Hd388V~E|BzC%r_tb5w zYeg?IhOg6FCs|$(f@GRz=CC@xdyREO$>wIR;5?Z(?`#i8X{cSy6fOu&aUDJ}U$z#= z-#FcLM2S0+$|HM%`aUD^ z;mJwSd|-7sT0omg9*a>l6?oj?tO6(?zY*FvsM#5Vb0Uj7(9af+g2kDttR)CPBZ?p3TMT zgg??Yr>*#A%3X%xIxubIaPVPINC~;G)B6_c_GVxO3Ifb}p4w}Vtin{o-VFYrl!+Z8 zjl>5W=3j zr*rI^<0X|a!u%!z#_#!CCsBD+-epB@cjxn*ajV}wCIdcSZoRZ9?%2eJdZfCrq%mw? zYK;0Pio%^WgbG;yNA8<*EOu&89g1u0EqPt{Eo*_>S*HOkqy<4=s4Td04;v zWwC#iM2aE)p>`#sGx-Tw_7F|G(7*R#oA!n$p%M@Ec9RP;^U7m@Fx9m2;AqX=3bwcX6&|N!d4URPANjzt3!Oa#kZ)6@ z5$Le3uTASxABrfSH)eIO4D5rettygq)~SAq*URH1YUAkN`Ay4;=)6Ch`5Q$G1AOw?~*=y84o@xP@fveodSL02Xm#G zkbjW>yHN9Am@bo-<@YS!vxoAryPi<_6Q`bSp}=st?qBL`Mbuel&BR3YAdaIM4pIvjGscwRalG+sUU4PN%E72H2$&XQ4L`#$0zjX+qrn7M<42GifeoB zjtdW_NAjr^RmLT%<&eM92vhiNXr^!Q7w3ub!E9o6!Y?F?+{LePwUc0e?XcqHAT$1w0$q4IX}BT&z-7t>)pO2I0o z%avHpm4{;HE4Z}EA-3pU=S5;;N8$n?a%Q$~%_dTSWc3Z0nSGwXy!Q*HIZEs`K)C#6 zjkxLsXC`98OmiYtDauS_{(Ps>&+9rOgj(^mGOq<{_fo)O{D|&DCXV3lV_!O?Rq3F1 z<^|7j~-T;!43_!Imz3-ug4UwF&!zlQc|^} zDIjMCZEA#ud+lS|9{IW2tL5G!c)Aeb&tV6zf^1ZvML+U(pH&*N>M+MrYvy}aru*H% z5FJ;vq{~~QWIz(4sR<24QNlgwRm=DVT*t{ZRrYMzVj>|Jv`Mr!jcUZJIdb?BBtuWW z$Z__{(#-z0#^ZIMOFP>f^YwO(n|9+%H;9o=4DgV^EY zi2t*cMe+p!@@(oww)jE43-(Q6i0jknsM1>S*c4pGDn&tfg5PX1lBgKvTIBx2KEAv;o=M1N|*Nq@uiC@mD>6C>;ygyCXNi8r$PcdWRp>-^Y z@*>hC6=~V2++1x5u4JmBYKKO$#!Oj79v%aXI)Y`LiD$9ScDz>sP1@SZwVv{l;&eZT z{*A14+zbkQHT>o{NfNtXw@2mNm2jI2qq)qv$`3UUP1c5P7|M4q>d-lqf2nx~O-u6Q zK!XXDIAWKA+rQ2%C7$=}#aZZH_}J&ycD&Z5cV~HA`!16s+G4qK&y4C!KLJ8wDerET zK4Wpna>e5+QEHS|6%=GR&*LItigZ}DWz>w%_vVtOG(V5SAZaCTPaT^bH+w>Kfz$ohGLMFz^0f_7O5x>lj_z11!=ajt)qta2to0j?#DfRuq!uLqlGPCnQQ5%o#9oPWDLB@u_%@pr&68pk?skz$OM-}N%<%_ItaAE67u#Jb9*9^4$CcIYKmtX*^wHAVs1W~osxV5h( zR)|I8lyvo46&L6!ZIU1Hxa)ZPmR~D~e3$cE`}unmMD@Nyw*hqmL7FWCm5%F z{N=%8CO}kt2#Y~T0`hXC>;}=>27Ke?8r=DM4?rJE>?L$;v{6aIM-7qKkLyO1ftU%j zQN!nO3W*<|YOJ)QGhNVHi)&3UA_pftz4^ICpLM_03k4!|H-0KJ2*H<*)riAyY= zWk;f`P6-4`11X<2J8h=Rw#?#6sw&>}_yj6W!b@u7(Y1RMWh_?{Z2x{zpBFgchT-k# zUKqrp+*syE<2_z^Srt}q%eZ`adg#dEyL3=`^&JjpVWVLfz^Ajc;Ms{n#FD_Z}OFzq3;x4*238t&XL15|QH3-wI zau=C^_cMkOSRoeU3-h4Ct>$u7jFhGOqrXgU`t_jSf0CpT$e>l@@R1sU?0-Bj4V<$~ zf8_@A_4Pp4S4P$x#@6`!Xy@xZzh4I+qhyX3rw)Z+xsK1}xfctsAAT1#XF{$+x6-XW z9#YnlofygxTV%keEi4y#CNL-8fm|w|ctA`fzN<1OzDXF*_KR4mQRhSdBqQZ7_T+Co z-jCs}TtA$DuRmI{fp)3b#2YL$l%fUcd^t}`_zAc@5NM5}xaEGnes#SDz9iRDIE@1; zDMUW1;@QIyo$y@IpS?NsKFZy5QqFtb&5#`~+C^tIv74;pVPGwv${BasAT8e+dUI_V zNEuFa1!_~}@P-_af{6VmrV);jIWrO@=Iu?4@5Z@UPmjy)Z^U5{KJR`9CiM zTw1vEt7{&{&qY}?KNwKL-UToqZlF2AN;=}b8eY9xA5Ck`=kKXpPR5Vb>u!d{kPRJ! z3AswN=)DGGK&DHcW3nh91#c1!A2~JNG3m^8NB|nT;i*>fY!fBb@pwg+gq&e4cR-LR zo`+HH{}#aEOR2vV#|v{};LaJuAwvT*!_i|IZu=N+5O(3QQZ!s$_E&mNHXzG<5b@B1 zwhiLlL}g^E7_h zH?9S1jOdulR>b*~yMOx|3*m6j>BYCe z(ZqNH$eU-M{2E*t5o1}{{exg?_d>^V^y-bh&W=GFDuO|whf zBnvJ>oSoM>>Sn~~Q;C_MV*#Ewd|6I{jOu+x@F#7ITc^n(cX%I$AF3W-svm2VR~7xSLpC>35LLLHOKt*_hpHVbC-wRWe@1_Z%&yV&2n z!&BRM4ND&Trpwjm6S*EM<_TSzJ4-Bo0+5Fe&F zvp-Bnm3_d|Lm~b&S80==Rw-#W9oOiYcl3Kp6HI(>7d){Pzfh0wyu9b${F?M8&+R(n zKG6Cc1A}AA!Q9ZtOZs}IEm>`)(6}&w60yupB?5blk~0m%16=|mf-#lhHhSU)O$F?A zEtANk0G31B9=+siU$A=}j3w?=U?7o_(ptLk{D=7kl*_)p6I)%ZU`0G`c5zn6qe=)| z#3d}~>H?3QQ6X}4+w?H6Ra$e}Emn&>3Ja><`|Amn!Vb`@;^D)R28BS=3P4VcfueFm zD4BMia6{SK$I~ExThrBrlZh#h82a0inSh&|KgSQsmU>-j$|U^5%X+zqUJtmqqh^DH zj>PG3)}nEn<2uQ=XC}68HXQzZZ{=%yE+z!w&3l${)9UmIz4eDPJt=7=d^3k{`Eq{5 zKK(gAo_=TK8^F;h-HvuB)1HOs{hr+&R1pdlC|OWlA*xKBSrBTSciknEX1flI$I6#$ zp>vv%C1@ur+v8r|&PmP_nnOZ^)BFkYY`J-u(^;9T7bxEX6{J!atJJI?+>GMi!8$A&nP7t9X?`?V`s)yS~4l+EP=3-VpNaI@T$gU8Gq(k=2X_7HIQbV zHyOmb^=mZyeqb)`(Tgoy9xBmix9brvGHw4U@oZQpQAXU=fxa)UWB3P`j&3flyc-n; z3mnk(VMj0Uci;3n=;`U6W^Us9CPr1Ci`aChKhQlboUkxF4SuRMi+Zp($BNr%5QaK= zlL{(*f6&EO;M4yQz#MLa|AK|Y_q{ECv(5q!2bW%<&*}=+R+PCNLmr2BPih$chRrH= z|I+?&734ME>otzL1m9zYhrhZ}Am{~1%rl1v6*TxI6TP)boFgN9ZgfVnGzt!U$XtLA?|nz8ht#_f6{Cm+EkpuBB+-YU())NI?0h9o z|1H&P&cCK2J74_5X0%*3&7%6ry|0{k{}Vt+Hf=Wl-6o&_qN+8S7(x;UModxbm2~y@ z7^QhwSilSInR!7Qk9W!6=iR#xr6!9pf5ov_Y3Qw&vcP{!BRf~}n&0Z#iaEE7qZS!u zuEMTPc)^?cGwsey@ls!E^%|;-f2R9fPz}w~yPssl80aKMsy2C9y!k#JFXl^)6SotM zCDW|~$${u(L>Q!pu**ZG*e2I^OHZK(2$_6?OZ2$LchPIG9H#VT#JO=r(CHjHa;G-?ZR%WiWjQcUXq-6Dtl)nj3Be~R>4VtQqo`PM2L`XJ1h-R&sNxbVjGhOsJ32yY%Yb@0WX zq;xu=jxo#Q!8R2jXnZr<)P0h|OC>3G2ass#hcCpV&l-%c|KLmh6@d_3XSH~AErCCj zZ2;IBEk=o?{7=rne-a2%fTqZw&G0!-{~u*<9TnHVwD~511PJafA-GF$hXBFd-5r9v z1q~Y9J-E9!4#9&vjk{ap+|BR2@60(fbLX!6XRigU-t4bbJyp-Agh~7XX=XQs}oXd z7kC=tO3$C6dyqey0QjMag$8+ms{5>=hI+MDZGY`7c%Dgf_GIJxV?rtWZy!4ZRo$L> zWb(*FIsOc>Q{)%4Xngqm2R! zzhM@U)%9j8RAk(>JC?WET09|{^*`nR0=bEwCJceWBCSe^{z}O8p}yeTpu<9?0*$F^ z|0;7PGG_EZ1T9YAV9lkIxbXsoL6#Xf@7coBR^=vjlTVC9%JPLS&S?kP*1^I=!C&=_FqYK>vWC{_(?f{@)I*TwLR&YiUYa}!^6Vb6i(qZk0o9Kgs+SFO+#*KourFs0YcR<+U1wdM+^3NjVC;njUSWJC&E z&k2Aj+CetS_Xdmt#dD>0ic>p;#o9rO(Wz;v*(stcF#*!C*JsA|13 zV-=6xm32v6zKl7lMY9OPQ&GBk^YQ84DuRZ2Y^4b{FeC^=4Ml@=Hp#x&MN&xf|-KcL$LJ zodQ^hQ4w>y4;o$dL#v*F0;R&tY{}A(0|zaSjvFkX!#*T3!9xi=r)Tf+2hI9R9KF_b z%Q?BEic*=+y?e#fqen>PQ{LhE9LLytM&rYT<8kZclxSwon2uiI#xe{dexs6+IV>1^ zvF@4iAiQRnY7;Ykpe8+C|E>0If99$+CXIfRD@ z^|Q@Y%bdkMzU~B@ zmGX>0LLnco!6&;L--Ox9I~8iF96An3{+s!b8gk=fyLc`~u|o#CA$9mPYm(T`6GE$E z-ws_#F2j*n0L@sUTF+v$P?z4~;@$<^jIJK*T=!84F#v5s!OHP7s&0?Gk6?D$3s6s& z%z@iRBm?Y_(D|hCy+DJb*;=;C{XVk#M$<|QNDwg3*5Q%-mQI=6fo1yY7t-+T6Rv;2NY$4_pCVJ)v6ykOGg^KR4~g`B<|=QpU2PhnFbv|U z`i?jT)b!b`7X7M_9)Vt{DPU{A_EQ68pE&bQ{PqmhICdR8HZje5Ye^-0n^knDxK3Y88TM!ih!o`^U(zn;AgBx^C4$RB7Ow zq90%FvLXfwF;Uz++a-Q6YbQD$Zh2U0DroUm_tqIW(gPU;c_XtceiOmxN`G;kGDAb~ zFn#_Kx!7ozU(4myv*i1nzCUz`Z{#_(V-sldVHs8LejwwXZ!q9t0Vvv-KZ^J4_ebJO z+9L%J-~=ENO=pQA5pPL2v%7n9jlc6c?S8@dCdE$H?LDd_G#v=`ebT^fUIBTBB+~2U zRa73#l>A+s38&%!UuOK|*qln* zrLZl9A#&ooWvI_GSn22qJ!uZ`>G7 zJjWpy5N-%#yu}`++K=iWAE((D5iW-wK%a_tXdtFtd!pyCTUGq1hZBcGuKoaj*dxB& zRxCVWC4#-_?%opl%;mE|3=+Fci?UL?{shf+!lqGUoSS~Ma1^DzCcm?XUd9y-i+Tc! zkeJOomdTeE$sEgL@{|Dca=4bC!RziYG>rOTU}?l?ef;Q_xtI(Fcm`{O9EpD zPLxjw_%0Z3Ep3KA&m(VDpdlT;vKa<)k0HFzxg9qvTv212!<^I3w-1!L73@%{xh^q4w*Am!z&s72G-9Q>)(!FxVKN* ziJx>NC2d2AY+`51$x?Fc;p2?afQ$o#>gP}fI155EU0z1osL^$f&&YxY$~g>)RXWvS z;^{JJG$XdX7lONmXbF!F;l#-K$KI~@@Fg5A)Ykl9q_J))t&yMS?;8@t(d(>T;MeBC z$OC&r;!1KA@>(iNEFm#s*fcnm8h-}=xupIhs{h|VC;-e9#?M0k^(_Pm z&~eVYTH~YVT!?SSzH7Ev*Wd3^eB|FKX5iF7#ox2e~bA6*ll*a zMHLm>myAHL1YJsGx3GH;Uv?g@UKZAP;Fqut>(!?UB*g~f$Q5?C2VX9S)$9~+Ml5V- zBX_WOn$P}O>_q%w*p6Kj=`~0H_Ma52gT8Xq2zH{Tc2@+0jl3&AEmFYPeNb3?0Q?o_ zr2lo=R=|--B`TLY63tmkvmNUd-9sjuo{Uyv(0+PlZRNM2roPAm*P!Q+h15V4_gXz9`PXSKOtOylE&jWl z&Y1T9Wm*2m8vWM?!8KHX8MAi%v+mpfuU|xC0#-QX+E|hj_P=fX|F>23KUS}Q=Vy{I zFKlmzlVz^gK^EZzHN!gZURhVHW@AlhIv4-z%0~%@uF!3lER@SC0N!TbhQj7a=2oizkTO z#RGi8!(BgWKETe(R$m2qFa5*r0q#y!y1q^_ zH<))7P|I4qZuD*s@|r|V(89tE@{L4K<^YkQATr`#6c))>R?E{Wjx^v*QoaLPAPXnO zB2rN*v&1>9=Y>Cu%l*FolqPd`%gWpWI@_%tIe7K`a?kyhpMc9AKks4<3`O}KA}HKU z+0r9?fkKW7`@aUp|A%$phjJDq_|h0WnIj_3Idn{}+3b}mqq4rvQKT?+Q?~Wele$_j zB|elvOZneK7D+qx4)#|hODZM5O`!F%WZr;uZdbs)QpVzp(bcr}wP*xUGHr+b=O4NU zk9Y|TD(S%;FS63a3~PttSt7wmM1nuje%jfPxXjm8`ef^wGG=3q;!gmig?@K*sQpa0 zmuILFa8bEojrnsl5Lfqe?#BJaBXNxkoZWN){eM5vqx8RnQ$$Afd>`@@H?Zk7L$O94 z{2BB(h4ZD7Q=SccN%MIPT^yCQ)-CN2thew_`{HS%|o10Y0jHcJgs=MwRIaC#Hp+!1LlP`gC47%-^BFu9l;NC7Meo2!B(59+Hch41i2k7sZg-BFN;!76eixuzk zJ@hK81zRXLKBf0U^c@(o=rSt|#KznhsVG6s= zVjyBSvRM|Vy5+kqX&kSM;C#DuVXR>8Qg>X{_|l%Mc>Kuhp(6W`V~sV1^xV2~0F;S@TBU9wt646_ z9oP$kPOsN2d)$+{4!8(ZGc)rBe9Gd#j?F4VeiI@gZU$P-bz4ks6_0SW@8iwudEL?L zG<{Fe-9Jaebff8z!Gxu4PaZGVoROR^vw%wT-fPV=8_PrYeG$34*vYxSwo*9OoS8<0 zV#k&70iv-ipOkvPs4ULGLs_$2fZ(JQa#Kzvf#z5*qdw1ee+>Z60W&2uQC}El4ow@K z&@fgcp(V#*c(I<3IB=}xN+nekJ%VLkQfA9miW&x@hz{1K_ePu7n^4NwPNbI!A^jJt zb??2@%HaSp26<|8AiCIkK~cHg(&TXd%dDMmfmecXzKBpsFbppJ9$#B6~pYC@gV8x-yo;G^Jz%4obgJ;V=J?o-@G#&!cYkA zS!4x+KDbu$xmGZ{juEe(nnJ!l)QCqB6>ihcmQ+CiB-;9egT=u@UaeHn0|1p(E!UOP zYBgC&|-k?WB{(g1%1l%}4+F=yl2~a=jpC7fGJ*FIPCY^^f zS|N8npMdb=4eVLKkD!+>t$9lc9pYVv5O^G9H~{|D5P`$i)y;@Vlo+vc)HOLapO5DJ z#Q+_9+UO)5_iTFYNGH%;pRq=Z(Z4)PHtSCVD69=hgf%9guCa?+eJo=PMpR z>A#(4-^EC-?&+@)P>E0n9cv(TkQ0G3a}f48apo8@c$=$Y>2cMWnofAywC@e~wGV5;yjA~K6 zD&^&bVLh)SG~_6=Q^Z(pBZHG1oLc-WeszIJImrPT1-+#_x7H_ajN+Q9FugV(uoep5RnXPy=@ z$2rZ++HJBm0Mdn2O*~h*38nA7fE9m)hM7@|`d|r`YMJKc0pjTGUNw4Ry1S(M;mm&i z&}>yzuDTiIu2p>e8EK%inu)?EnOW-C6QEqM4_M4MWk~9Q3?pS)p3hfdHm7|?Y8S!_ zA=s|!;{e}-TQ}bff1Y^kzV$0GMG<+2w7x2LX|h6uLn>S~gD#0dZ(?x5XLIqxXVqSw zt?R8t$6Y+f-N%d-^hlEh`Mw{X1w`Wa_}aoEmE7qt73bKxNBh5sw{<T45{lV=H7-zC3^>c{wjg@b)jp}`0yMg9 zp%-UFUyS3cLl-mo%uo^Wcw>QFv4V{0ej>@$UX#y%NVfXm3bQ=Y#tvs11=w(8LcQjaO8FI*XPaA zCP)E2fDe?6bC;#!^K3hGT&{I2#~V2NLCj_Oj$XY31}3zEbb30^QHk0QpRZEDYc%LNLktL9-)Q#@;t=+^yE6waiA&Xxkq{i zhM%yrqN)*st-Kk=mW#2rxCoRLrVjT|Sa}?_IJZaB(ky4oENx~0

E@iplUCO22<= zEZ~cq!RB(97h^lWT6BcqiL`2G_&ObnEtt~tOq8~_PTbJb?jP+7SgfY+9}vA`AVzrk zn-hjC=JoZ}M|sj3M-i1P0I^eqI7P(0hPRcVly!MAN(@F-&c!`??nM5P1(YZOKmB_t zKFG0VmqdjFaDpcU+OzIH8m*!DN|SZ$BEN&A+vQ|HV^@Rx(E%=j>o4{753}Vwga?tu zM%)D7&USLHi8TFyLm*5eq7tXO0CzT8W(35b~V2$ zR07pp9r1P6ct6-4@*fAmjSo(4TWYH3n6HE&x^e$cILb|RtZqJs)%lNrLI^TuT1M&iGKDxI*qn$4CX8Nb^KrvRJ^&U!|_ZXLt{DAL%t z>~o<{bC@n0r+MG{^UuY+jd(&vwtryX>wX2J^$!Ex1AAoG$0dwR!Scih_1JE~o{qLf zyFl%**aN&L&GKT?Zuk$G*js0g(Z;yz%Sb&iM6GLo1-c01b% znZ8pgQXc>D?Uz{BatG07mfTZ+lT^an(~6ac#owC)SuoFvF}N(o4ElI|ojHEt&=D$x z68h`8PA)8$ z(yWkS9GoMY9iPWee)iYg>_%;p=Dtf_@Ej-RcaYBi92>I07oOBxC050B`A2+(^aTCy zxXDHgF_akMjfyUSo}N2xw#=gIXeU7-B9hI?$@UnStUGb6+yl=;n7?BYPc{`JTH%#ni==tc{;6I2& zW0%>Cf4Z_6dJU!V7>&e{Yb78zA&k5I!Po~?DJ*H?ntylKPnsYN^Z=7ahPhZ_Qv(KJ zvDF6~lEb<`2f>`uNozcj-_MdElA=~5Ya9%)vN}0BHJ|uFT&&o4!TxX+U6H|aAam$i z9NR}lS*bME|G75@Qog@xeYC^2?Vf^w$@Ol6<7hi5%BEQM_~2%c|LJDu*^oDzb@oqQ z<$I)BJG$Hk=TwmIK0;IB)98eZtbHAtTg(HE$4LKl{qDhIo|Pxi8AMPsU8yFuvRkR! zZi+r*vOCsJV+VxpGN&4&sqAZi7_JEp;sQHKevvVyq9&I&xt-_U4`gyV?sQt~qtt(t z^lIBO1*W`*YSPO93KwuA`|DF=6E_6h5&S;>=i@x-_osX3kMQt$(kU#(5(D$xwqCqQ z-2@vtuPGu>M4r5L3#)dKmFEUfX{z?pnaeIUUuN-8<&c~pCpvvB0P`%KMy15fLDk+7 zPyX3Z+Z6Er0X8dij>unm_g@9Ug;NDGQWCL$ri*}6t!fTB^YpJ~kgNFKJtBTX(ccwV zlDQTcgX~rip)(E)fB!f0NZU`7Vjgd=^wy!`bvbM^89Zi%&d2-`X^Xw zJx~POs1KCnb2651<7cf|IvR{8V(Y*$D+?t6`@Po-ekn46X>mOSUdtg>aH(p!TF#`s zkEX&xa>9+Ki(`}BpP=w0^Zl9`?uDJSJey(@G}(*T5AqH8`PM111v$Ghg#coP<`5te zm5I`*l?Vb;B=V;U#})S->f_Hv^FGuUqZJlPr*x-|6XS!@(_FTOkG{s7?l(d5=~Le$ z5F^!gNplM1g@lOz1-#hP3^>-w5~@U>fdZ)Od{90%62Yz1wU&l1cc=84@{ed%YPE{G z{fcz1+KC`|?0w65wp`Kzjb+JY$Z0Zl&*pGSHlmmarrF&xu!^5^4_*2-PeTl(a)jTP zuU}t3p$3!eO-UvUDH*KVF*21@acI_zZ=Recx83CO_^R3TwhuppegL$k!Ct9EVC<0s zG=7Nj+BO^s(}f>E_u+S`t~Bg(kUceeqbQA%f5Fn_FmpcdY z7RqMjm>%1|GmJp`q{%-?6M(LjHI=%3UE&OORqV~l6~*p85%8; zYI*~=sp$44FH$W|!U}ErMCK}V9?bbVI5+YUtrBN;k_Kp0G8GuT$D$5xxXiAbCI3qX zpls^}Xwd#=4)@wiJMomR426AXXWWiEyw}2sjCMpNdL39ZrqAl|!zpgv#Ef2>ls;pt ztHp4Mv%Zh+p-h=KXY;)Q)3lXN1%{&V#UcheJY`S~zAr+VoH7zBG-_M*4VvcxDj%i_ zzV9*BixJ*$ZsZRu16UOXC4YUk{ixnqobQG7C)%Yq*KSj;H_qQfS@HO8jM#!hI$olj z8@)UHF+(y)krpa=A;Xu>i*XM~=tN`C-Zef?rq>rR$X&0>LL{Ip{0N6blB>i<^6$rb z_LYC7qX4q3rFSI?NbK`xyHd8wzwE9TdyZ$u)`u*&E)ea)*EW2VmXX!BzfKEYMh@?7 zl$U_x&Y4>%hsEt~KyRQ|J%!IK$K%uPufT)*zNZ$Aso=+#zS;0jpT{*wU8Qff_X83N z#kKv*QQzi(j|^LSZgoeddqKK~y>8R@pZC78tY$7CP}&(Yev|R`XuZGH_v=&?ZnrZg zPZUkJ$r3V^O3j5U-py9iB>i2G|yig5ECOcm`U%Ud4`35)8}8MpK77C zdbQRGD4&qz&dZPL!??t-@v0emCxVqX2PHcKM@#SeqMtm&#scm>lwl*9oB}?PgzkGL z+Uxo{Ur_7nm!};R@T?P6%ctiv^Lo{TJ~8RKJfP?05eY(RV{m#Fvoyc`JIsinYyWy(tB*z}Si(ksrN~twxPRpK4SR;c`W@11` zy$Ge-2~NjK0zf55G3{e}Z^Dm2qgZ$|Mm3o-5malG%HAtVy87_RgMX5)l+tm;bUV^w zbyd%a@Fbms_oRB2hxZJOJFkXW@3Gl|gDLZM4jUcJ?0)nw4qMv846E_Z zSLif$6_fh@shWV6GEuK?0q)lv2KwD`y}Dz7w&D@1S1A!m8jMh*Swp3kpD25n&1vQzBMM`Cbt+?B?w>%^OUR;%HIzVj0!kZ zUGM*c6!8(P$F>_@m_uK&<0ZLlF_DCe`iCK6vhZ2OdSqVWYE&(YhW+OHOj8}Y)Fsc0 z%ckX{XFb3vVOK0N2XcSDZQsuu1$a=vsE53kdMkOrLX*(fT7fgv{z`RWXy~>1TSXsa z|Lrq9P9>lvf6k%DWfjv9JMflIuRop7VCpB~G{b=v%>I-0e2h`bmM{6`4jtd9bE^tT z;zYN!|HtZ8Ms?e2umjedH2|w06pOLj<4|9mv-%tSx&Ldsc`n__=e^cn^&O?yZaP`d z&jOyiZ;3_E`_2pBqWp^b1|y16g$)h;zBt$Em+o%}>7*1D z9Gw4OVL^yM2b|;4%CXML%}K2G#m?oz^2sy@n0_IH<8rkQ7d-hZ$7nj|@yU7JPVtWW zqQ@Ud{YZF3%TgZR2XG3EKB-8n4vG=`e3@V|;#DcxEd^;0LcLvSZ&2A?-anMP#2WHP zQE{2r0M9T8#hiw(MY1D@4YG7IrYHY)UX|^A_x@r6Xy7jvd~Qqp^5h-eg|@uZC@f6B z-|kGRW*ey9<6Ug?}Wo){h&W)w9;rry{!HsMXW1Gkq2I-1plp zRUJzL$atT)W^5ua_^I{tc3)5knMD5&f4gRezV=Cy{aT5)72xSFtp%dvj1G@e@ zX+Joow-lYw$#2j@72cgf_J!KP-daAVHdt|e%s$S0f0^&irw0O0M+D{=^XO8_%hS4Z zp(#-DHR3us7i`wi&^|dP7C8WQ;HoQ&{SB@}?VfO8WuU$zHI!8b*h1KEZz!r#c zt8?gHj>1<~{;x<($ND(E1A=t9Vepb4vk~R6C>M@WXX7xfO{!Ku{)BHIrh9Aq$^^>K z4b5spjn*ra71!T3hJRSqI;x1Wk(>L-BI`@BQ864!Rc(G@5uRnh!D30d>K9l`D1&%*A0-xj z*DD(neSSN)*l1r!GX)$ytE}|d@b9b7jQfV1oi?^CLYkuqJ^53H4Jc$o3E#!YWm>K- z{}4H~P_qlRh$bcNYYp%X0VG;0AR<3ImF-2{A5Z7X0|5P0QQy!n4MTlTQr!k;12t&f zeW5?B{B-~H*wzOS-)3|rV>M_MT7nbFG}vwS&g@gwg-YSTLW|gX&)M5UT4Dw8`IY&F zsHoBP5gH!{-3?xwU}V~^tkj??EjF@RC`>JeZviy1 zg`snkilgZ;HM=mig-TX!0Ir@F<2IE}MFR!K@&*69B)LK#>P@A>;Zits4ONv;mC9J= zF}|^+WWti;1xG>jFmDYCs~f}A<7@rkmu*`A8c@82!|Qxj~Eq2a3;wO&WEzci`V$6@>doqwOBFx0Ux4kVs*+E8-B|?0^KJKB=|!mj%*Io zWTh-(Fd)!}h(%@l1Kw80%90w>u?!lkhwulq@rW<`mm1{7mx-j#4D?!28y6Zs9u$&$ zrv8FF65AeDNlG0!QJ|X?4Jn`>w3#8IVQL8u@S^qGxE84M0U3ZCJM3}3tkyNf z-j^K~Y(_AqHPGl`(LMBo;=|W3IeW9I?7lkvn|Gzi2lriUex6#=&=b9DelFXV*%W1+ z=5C3({C`Scz<%7*cQi_%sNmfX6_~t?y(QRp(o$(Testk477bk^?aaPiiWP8>61w8u1_|@w6{1X!XwpK1=&3D z51B7h0tq&Q#>YnF6YL!{Rp>xbiopw@8B6utYfS)p+EKIV^o%$sFXl>h-un*8p7PNj zC(gT!FUo6U){SvhV409O3dKkpxeszM`s>V%6^j6I2S;MH6_TCUA^-l4;pKb_H<5j& zl^etnNZOB93GQ-(o2(79)A8=)Am0f1VYi=`aT5M>y9NQ2unhNfAN_0l4ABaIx(OR( zV-t{P=T_@5KU*o#|6tn^@xHEv4R5eo(+li;x-cFqs;(LD-I+YuEjqmY99`>E{oBZF zCt6_mcGWvry-(aVyI;Cw#`=iqu!uS9PfOpsPa*Eg@A?UXBXJln^N8Xj((?{iBj^k-eiF1wq<<-;pli?Zbhj&u@8^^D?=9F`lwqcPV`?yb>1EEz3rl$W8R zh^p?>oUr|0BZS9YKm2jX8<1^~WWV&X52^>n+#~A6*ckDuCC?;1;0Q#It{trgXpfyR ztKFaOrR+&A5Hw3ki2W(;E}6kM*6yRZW{U_}_@JF8X&Rwte-`2A!Pp96>OO|h=0TWQ z!mh{|_^B_>6D3bongx z^O8zg5DInQ=XjT7TW*gWm>meK2p3#gChDkU6sVFUh5ck~b8aGxqZ=;=U>EvoI} zK7HTSW%E2C7(`ovXWU|KfiVC4V4+ciSzn@AX4%MVl-*R1*d(TaMC^5s%vuWxSG>>V zm;S)=v0{ta(I)Mf)>xVGNi5*4nD=)!*%dhtQ4oz)gN!t9Co6Qs*~k=(fvAvFDrqZk z;k=rVFE~$!D)0L3xZ?HO=P^&HYY8k-{t9%1yDl0;nB=X1LEX25wSzz3(gZAcLP44B zWqm)*Evb1dIYfK;d@TeP5DySL;ZM2-$X$4qEX+$-=N}NAVVK^;9x zb-`@W6+wXIPjFOcGbifhX)+h6BB{~g6U(|fSi4P^Q*VA9{6Um&abP~3A2#lk1!Vry zGWEMjpB%a>kPlYY_vfVT)|Nmkl_-CI?*vkROk@S7v_t1t;;m|xEhBq^ zjq2}x?1JZ|Sg8v%7o)s-)0ZO)zv0>u)YIQARE0{azr;T@xf+osH$zC0YCT61p2ayT z_9HSTKW7tS$`fbqu5tb~HNd^le*~Z>>M@l?DK9FgCaa2D_&krHgqv^dD`vEt9Tb3K z{bsuMGnG6rpovNkI&JxnkFyET>(Cx&onM~V5U?Cf#KhTCBV7LsZSQvx~C!5ND8 zbO++J1NAfY4iMjd$Z3Jr9Tm^_ zGo~(Vx6cL?<+2%gE+%WkLYzm0wY!OXgaI||Klg)t}PluaZ;@GWq?g+>;`uy^hB9v&>0$Nq2 zPm>S0cg}zK1qGAYXmPW8oBh&S<6Cd3GR5&3vILqGem-&i%RzQ?Jf*W!{gjufRKcHQ zGu-NVw9mI?>j}r@3v^{r`941aTTzDl&84U2y%vU^LegJe5QA>VGbM&vf;`D=?uK!=mJTcH~E zUDRA7mRPpp$l49Y5u)jGv7%3WlRehBxl+}nf zDB&LA)l=3`^Ia$U1Ykd}w$)ho)9lQ`U8}C9e^;Mho>zQ7B%wHvzf83I#i1RL+zv@! zF{-#(O1lH5C`kB>@$SMy}B3ZNH@_8;m^pVveu@j~C0boe|KEYH0(d$7q9b*rUv zyz?U1?0Li3;6}~nS?Yzsh?lDm z(xVk8rhw^n7elG-v$#$bKuqg|r;6V)Osr9k@*DzBh?m~WD?Kk?b^n&g&?MsbzR%)M zU5n$6KFjjHyHG(Z_0F%UR0wF<;4UW_4^lBjM)vY%SZP-qP3MtA`Hi(p(s9ewfQXYk z`ino~(Hst&G50Jh_{}!EFaRRos+=IEy1VYekC<_k(W^WL7+`R|YvC4Si~l zxFv2Bx;4X~ID0L5*MxGMAo5-^*~9vLWEOfK-~}6XAH1vCP^R!wX)Lxv?3y*)l52bF zu}S36s=)A1>is|Sa4+dMM)UzNkoEPNa;etOPy z2vvxHc{!IMgXf#5if&F_xo$bydfNI(iX+Qm=sFY~7_EdZepb($S%U_gQ#HV;fyqqd zvMGjgd~d}lv=DNhh*a5;8}`R8H3;5xau`u_m{+3)JHN%*@?$nkNq(V1A969*FbU-zn}yaUGd=0`(s_3e7V>M93FL$H3OVf_~fZm zKV49<*fkBnzsBRH>OTSISP4=q6=W~43UFNIuRg5U*0~=d4W$&utHUZv$Od=1;(RLW*PE}eMJk2u?jVR?-k=JH}3JL}p~pT-CqMmU0> zdlYe3PM>tY*xYkedN+Za&_`iEi(++n;QFc$RXd^*r_lDBLPzq zq=yq9zXFa;GU+oEhRY(^V?2kN{#hHIKIhov`2efULmhP&mjGxEBaaH%ifak9eC~OQ-TmZA0vbg3dR37ri@iJs#3kD_oBByK6XJp z{HY@!R{aBRCSThMrfe+;WPBsO6?0Ox3-NR6Ct zf3Y=)FuZ95N9;NfmGK)G%=hhm%Ys8NViU^U36IYH;1uN*Fop)UHn94WV1=w*eW9y| zO9HV(35|h+)QRDSSSh<*iFuEnw6P!QoYFHRtnBJXPHZjqC!zM<2pfY`?W+g)W+Bvh zK*#Ma^UyM>UTEm{`TgV$>d&+T=C6-nFhzF*YHLBY2VI}IaeG!YKWMX;fM+=EmPINW`tAUI?0;_3WI<`P z&RgYkL($%_GkXX7ffKV?6kyJ+ER?{W40>Rn*k@5pEMpQx@aHTqmH@2B7U{4Iz|D5> zq|1Q^Fysw5Je+)`XtopSbUtBAQw6C<5iFSh?OZkVBDb6YftcdWXnnHe0F8pQ%viU> zpjKLzlA=vS;r?1JOL3Mib)(svMcjib0e+6u1!LKRajNmP0n`Hteb zQltJ?K`1jV)iyIV{##WBtwu{pquypJV3?hPf@A_WdAUw|=m#V`QT6ju(478?R|s%LzMsi2OMMfbend5 zRG(b3TYzJf-P7Br)ttswmuXk7en>T%*Y;`0-v=l$luTNnbs?5z?Y`5QbQu9}C~%Oj ziK5l%Sfn)wQ_W-$i}qTr{5An-?lMzHiZRV(M51;4^`^A-pgD-yKs?8G1@A&z!2M!+ zs3a)waiTA+9g^ERkZU!kw(rJn&_gPsUe?&tg@WL#6Oq z(-`b(gifxqyK^`Olu@@7!EfJ+dhkSq^Cq+PCqg)Q8uBKL_^TDSHcg-le(73)#j@B` zZ&*z{Y-8;K^)r}d?L8`E&@I!Ym^`s2Q%rF5doNhL_acXjk$b_a|ok z)17S)xE*tsYt{?-=vV62D(H6He$QmK$$jK>RbHKO)60@_JymfgTIO=CxS7Gfi#K`i zI^uAbYVY)=AN@vmJ%&QL&%qKbw0#g-D|7P4jSjxeS#tlr{eL0x|9cRXF+sN9b~ z=(BsG!tKin2>!|gW* zeI$RH9kGjD!JndfL)lj|b{*;xxCT*{AivNjIDh^RmHD4t*fd9e zkhDWQw-hI?83xHsjt0@d8*OOE%l&e`S*ETWCXC7Y4>CEzY9pbHysAmeZjw8AV&v2e zmi18$u0r!7O!QM!cf>wAT$;jsy?3NST|~gbZeer)K|w2RNKcp(9A)(JB%#LXMl1D3 z7u(^tfX~UxFB_N9CLjCZyL(P0M5`yr5RCDjCiI(&OR%2q^S*>5m&SZoSo_0*cOg=s zVHhOv6ETs>V5~*o-^-y*ex~rn*@b}wJS{gcgm|q#GT~zVcLh}3P>lj~KS#7L(pNX@=~&@JvxccXO}-eG;nGe65|qOC@1eZNQCN~W z+D_LetNZE_6?StoPY&IRM}VU=5cf&mz1)xZgc({KUYjwE%+{X21c44D<8~3z1 zfF#b|vj)i0gtH~per6}%nGAA;-w(v8{+)AtIigh8b#fvu;nsO_hOCOT|C^-KIoyxs z%}f#H`Q}CBtj%Kaw?F2OTEjBf9H)IW)pIczb)10gWmx>}bF~1T%l4Fb{yMR?&N?GuLGGD9RGh)tAygdi z0lC{aH5Cqr1Y!Itu4QGDA z1-1ZX&4baxKs2$GE4-VY8kF|)d~_3uBQWKl$_sUfUU*D0V6XHq@W6MZ5L*Btw%O&Z| zxSAj;a&m=uGT$HZ5RdiKZj#!t=1qlCp8idXt2ma|90pA?xX3+vQ@)X>rfG`gF{u@w zWVj!(LjyAaO_zG394(iN=`uoI#Y0hb#^5U4>f_tEHpS_AifIP6Yl3$5(cIJ98H;s}Vg%iDVuZ2&1- z_ZP`&fHwO#YyPMQ7?<1U2T7U7@L!6egx0^n1s&T!nKJgkAPG0uklV!NSK5Cy6s=`J zgx-#96+*Nwoq0J)bdB%WU?pEaV8chKU2emb<_W|tn(7XzE&ar;LCc@k-UJlOf>mf_ zF^7^G@cwdWja8vi#sF(QmcKw2)>p3~r{-+?L#+(#nN|4@ML}D%QV20$nEZrlM>6!A z#Cs>bvqsD5zJN!+(!)=Le;XLx|wFzU>p zQ3q=xZIi>%jsQbdD%-g8D^%IvDn#Gs<{9>(d?VKJ?LC@?^bRvsXY0#>8$M%NIWK;Y z`(?px)_ruk7k<_QF1j~799#??F`owp`e@%Fdv{L{xzwY>S;QNR@umSga8&clM5Y9R ztCZ0XIQ0)OFatWDG*}7&*&Yu)i1S}HML$=8qpmcXP(w)*scSuTi$40sv>1InwcmF1ybDnd~bMJjW?|*LC zo4s6ft+~b+-VD*Bepc-L45pi-y>HG%0SMr*sk9-Cw2zuuQTL}XFRu9%wA!iUX~NE znMYXzzR?$hnPcOyQ#ZRO>?YDAd%I00r*oUL$58i?3_oAZMrXLO^%92-exM#Lee>CH zxSE>KX`&|r5rhQT?>vJcR6vyoN`R&U+xwfj`SFDb|=W$H49RjrfV`RR3 z5e>FM66@Ym-fyk1^?R`@U8lJ>nR^xRv%W{)(jUcjlaA|lN=pS|2>ESZN$8w(&{E0f z`@iuEPcSi1INR3u?MVdIq%<*JGE=xza-R7CxC;bq-bRy}F4Y;|XvrwVQ>%;iks7q=UP5YW;W3eeJ*IND`$M$?M5P)^3D zd{O3b-BEaHr(e%SMIAW79~gJ)-JfMG}WT^4)VEm0T=UonUcZ-sE7i)7&%oKy*Z zM(sd1*3o#p94>=N&B{_HAiqH3#qXe_fyiemd;Wdoo;`52pBXqa(PFA{HQ8Vs2wUFG z-W~@4d`xPPoeT)!JF(YSXoU8OlgcZ_>Mm6P^)$Z6kS>M8Q_Omb&+k{V+)Bw2WYJXlD9NML^k={5*|5lLU)?ek zz1zgc38SP}fHiI9Ysk!b<8Y25j#R$;t4<96$7H6WN5bungYB89FhDKS~Jiuoq{+bJ=qVxzjGrq+(G#{MNdw zHk%)k(7eLIVzf_Lu#J27P`>42Ks7yC&vk2$nTm5}5g_>D#2z> zS>GPd^QiO>)r>h=P4JggLK$h-dk{0fJ2~$ns6;w)c|uaG-+g_p413y|66Am9WmIA2 zSFfyNh$(jecd2FqXt#01jjDV4Q;y6z4$IueP4VHN{1?i2~$W8B5vLEMHz>RGTCN45GzEnstoB_M5;yK-6{d{B^D*19n9 z;AnpNY**CwxL8GdpVdQAziPnYrc<(Rlz_K*+4+0aQlIH_&bqlKMR~V-a>@3#X05|h zF=?^HH=cl*54Evnw1co?bpPHuOFwvSvjU>E!ip!%Ek(UEp9*%^&lcIF5v-^)yg@_W zvigPTe(=mLk-hbXLMtw2Vphvlj-eS0uOC$d5o(!=WQis24{7(rD{8l+39JtWXKihJ zBiVh5(7RH=C*P>xns-=VXyHOs`wj;OCsUj}t)8mABj;%tXpq(ywiPz89{nmohm&}H zTV-F}IyHbPSNz2yeKb6tqG4B3j4~w)B@K;4BL()+xks2X-ikQK`9P;a`dgSXllDuz zXPTGKKHk*YuA{;~dh`Jprr$fSFiw~?nu!4RFevarke0&1O*Es%DPs;N89928WfgNY zubXpkDvyfPdOySAFYaG_DI9AJvYa3jH!ijpqAm~(PK zL~asMX3DY&W?Jwm^WzK1qG+X+cYTIpkMh9K;P3Ln69(o)BbL>U3Hd3GJ+hb!4jz@`W*`td47v7^RTn9JKSSE)}{T=A9^C4d*XRFa`u+Vit^%G_%DmruW0+vbpDH2(k$E_i ze*arP6zud!vS1{>?1Q#Db+zR_o8L!>f#GGQ%slq>p(q!3Hn(_bhoc-$r{(jN? zyd}t0QwGYJ@P97p|NIa*pYf#Nb5TpR&;ETF|HoSW{UF?;~G% z?p3y$`?UJ*_G&11ROlUd4v0Y-uh$Tp}Brda{G<+Pa<( zII2aS?Zp;xHBlK#@ZdI5Ri?@REU;ZSe5RzvhSd1iTr%y zK8=f$_|F++3me@2pd;;hv7;hsZ!(?VHLC35%X2yq!_YuABmHe}dqJ;{rb*jl$QSo#zZ@F1$#-yDbXTP6zjZmm0w!1b#F}N*E>((`ioehYS~g06z_j)lX6ain_NCXq;q*;boHj{(0&= zk=kKlT+jBe>K$5`#rLe<(aH!c*MAbhgEswGRs4ODFek~vah>9fC4O|C2}+Fqtj6H< zqLQbQ@q)ehc8~Ap%UM$sDkZ3ZHf3wf;hVgx84(=(Vx-vO_N0ZQknfpRiO|bVYl)UwIPNs$CG)^q-v7R8|Cj5zr36XK?{qV&;RyxQZvi!` zcNteRfWY)g6ooXoGKF~R9Cd#<5YSLar{**)pGi!thos~o^HBOC$%sZh8qO3!kDl|F z9weLw7J!_URwFiBM;Z?KDpeT>v`!@(LlBzSNut8iw|RW-zpUD}hhuP7XR5Y>`h}gi zo5(}A-Voqw#wYIZ#p%NCJ`EtaBb$$iKLVTcf5F86^RTT`Jt0azL}O|4^zz(SVW(=_ z>6AyaM)4)zzQy2r19HWMJNcc6aa$Lf5H^2JAIa@OXGY~)CkiHw3Q8Y*_qt!;rEoY$ zp=Q2Rme_=UulN6aJY9#ijOtTwfCl||i+Ugrm~AK=rd?h=zG3n}0vYk2>m6Li00#{y zc*qrn!tpuY7k^Q}yTAKoGIkd#((WBd0R1JZAPeNU<(IQxhXy!G@D1K3q+f%Y69$`B zMX6f-xrfGQeP9|R#AUzp^_582M}SdePhVGO@F}Gfp(%ZTlJNDK2+ZvhK3%3&w2ois z03}f}ck`zUMv(m9|OoWse?tzUw`o=l2X6gXEoSJ>D8fiyDEcin5lBVlx{3n3 ztn_8Ut1)0uXf#kCTIq484WuU(g<}CkRAsa%sUTH0(qQdlw%F_9ywUMYRf--pR+Ihp z^FWAkTbioTWN}k8kE(*ne0^S{#_+ApNEgVW9=>P4$4Dg7;E@G~R0e%S0P4XnH!4*I z58Wiw@;8*O8gG%cbvnT_A9`~Dsb`sw?3p(`0b}_?LJRb$M^-8Kk<(j0is=fm zaz+WTzPW2rBP@Z7d%j3MYCZ}yFZFWdc$4(yYLXY%!+k7M5)a@{+s%75V$55-CefDnv)vn%;Cfri}a4yDc{K!1+^(x zy$LUeCnx}nC9k=XIc$YNwp6l*!^^Pu9-E_NJL7pDt=}ca7kKJ4jYOC_3GB@p*IbVog+D zE%wh#`EBwmPX}RFarj4m#t{(_hoJ45awUR&_^=Att#z}y%`3Q;@UgQimAjtrYrF2{ z4_)En;E*eWIp5^EdB@qK`@y^NLcJYzv%|#tP1_OPP#*!C#d#yG1$dNLEHu6z(th{O z*AhR#PsP%2K5p-+Ln}!D<8;@|YBz;N=-J9m+x)>YB4g*tzO1i3Gb#5%2z=Lg9;O(} zPBv*m6%2{1(c~I{Ec8@n9$!GO(s|oJk*=>2u_AvmlDNN9j7{@FH0P_v%?}VSxdRMX zt9rv9#;ng>1gqQ%VAFI_@jiF5Z)0Q+F-J~2jlJ&9?bYj7d#`$XWl~TrAlRnooOpae zb0Cms@;b9Oe{n>YLiJF)OJdPC(4okt>d{Pi#T)?}M(>-~xP#&5PooGc=Pr7c)_$Bd zNX|;BC`}!eEd5$qzizmP@MHDA1AP|UI09vR9fM75gNA5<8p(-6X%4)GZd8c*BAmJ$}6f6zBI))5FcKfy0<1JZ+8s0fD| zuH)dhCDf1dog27A{-8N0s76w5_l0TD+3gN&O`S8f59JFUPHO^*N|N+gJ)aI%^i9U<@rqQ+JO@)a-trCI z#0KHgzwDCoML9SOfgsln! zg~y9cwnRLLke9Ppj-w)2_Um+ZyE93?hvWGnJ1`1DcWyRpZoF=h60OKKgt{&eX=!o$ z3OCGN$uiC}$|nT8KZ+b?K?^Dard+QQ-Ce6T`xPQ zy&eM5R0D|aAQVNxq08Je9IT=S0i?Lp5`#3{TG)KvBX&hw0fCDXtyB++JAjB$1_;xT zaBzSF@5>^|fIxDKz@@FKpsT7ncHFr3o6#(5Heyjii@x^@wf8&zwW3s#9ap79|C+Zr>0fyKN&7nK3dfj5OZ;V9oRo!Z|9$8xG`a0tq}diE;Ev^L7B zZQ%6%RoAqbf_nU!D)pf@|8|Sl!$cVgry@S2D!|(S+L5!pMd@#djX(Cje0kb)cxrwX z!>3_N>LrJDFCRIivKf-DRXTp5tWl@aSUz}!Q~O90Q)X!MT#rMj=z0bFqPf|*QISs} zl3Xfr!i4N>AYH4DvqF1S5qgfGu)ZyLmU^Rioml0elEEnKEnhOA@~KqyyAu%5_{X%o z?+UVUlc6@Vh0{O?E(wX|tS6qrjN^XIt4T4;Bn>@6; z^jA$xIo-H1R{!Zv<_L+Y662jaWLbEkp6E07k(O+>vtUDct8eYEik&)vPT&gCXG3X8 zFfOJ!&UG!geN=cTT=SAdUnDFst6bH6vUrwqwo0An?rf8piP%i*Vw|-Q+$0)N-zJTO zn$6v3b(aPBfAE>LJI-c37rHITn}rq})hy2Gnrv$6zKD2EqtrY{_YzghkK<>Z96&CfvYyKCDp-`6x8y3cOggRtl}h9@H=D_pz(Ghq35UFyXy^q^qN zk4fS@ZNW5Rdx)>57kf?c(OEXoSVpL%lrWjiHmhDv7k_N<56al#%23#pe#Vxp;k-#E z&TW4`U$AVN*67@sb{M9TBnlzo@h#UI%tD3ID};KSK=tY%LpjMRvhHB2tDtW+Tw*DG zx!kZRCv+ZqCd@EfW3B5itJLju=_))P*hb?qAjqPUw?gZ*v%_Vc=uJlkqg1? z>XQRSgZx6V`a&sZC;vSiz3M5x^K36?D<~%Q7C;o`#}v+?k{9wY*K=&fYSKjYH%YSR zXTr61)a^Uv3sleNknYV2pz$vh)(Rd#R`>auh0Z^qHQK8Sx$K;k@W}pP&XG=eD;h~! zosWB#U5|5DURJJMoh<*5mwjV&)2=~9JcdSix?G=33H@o#8SSQ@FBEC+EDf=MuzKh@ zx9UBg{fL;|s{KRfSW1eA5Dyz)8f!!(`IFLoRHl}fu!S$=ij@{3f956c&Y8vvr~LX$ zHW2r4Xh_PkiG0;OZT8P4UPOPt=73Sr^2g}l%Mzm6lSc9@HPHJt#I?d9_;B_A?+ba( z0uw)Z_p@QTQZl~Ja-s0+uRedi8kyec*WVNdOvdFX^I7lAdA4c4FE}sPB8OI}w zcm|_ogEsZrbkefd@g}W6@gZ~>7;~PC#NHf2#Z*sExTgJD>2y0EV_{%W4Q#LXC8?4_ z04+J*wNxb0ZK2vc?#)BZ279{?o0pv2(`S{IJ&|N5SxyDzz*rz1*jSH1`xNs&)p6R` zyvuxKmscKeR+$2xULUFpl?!KVPaYVoGDftpl8QyYuNU_e;8CMg2euloDkz0aK-!~O zuu>Sc0*y$)#{tiq6R=cDDRV^B;*CJDtSlFmc7jx{7W%R16gTOU)D%rAnq zaV}Z}T!%fNK1@k2Z*)51 zY)nYTS|xo5%VD$j{M6Lwfq$k1CcD)>;tfb1=A_m*X2`@~rk<@a6>?;>#X=4Ca6ek7 z|7yFE{o0{8Sq|b(luvDto+FjgD~q0cz}7AfxW-(@N3let{nQ@-GpD0VK|WuGx0fPX zR=ctC*P=&!bwD_g>${ly{w4@5HD8{(M|q-J-(9si2o({cVcw2ngm-}EKCyLDDR?f^ zK*~$Jk1-{6T$f>_NYac$;(YFig2C*EZtzz>SC*(gKpKm_63(TjBS1`s>s}T_(%i7L z{bbquoQTmTW3GhCfKmsC(OaV!jH#cxYM5h(fVbR!KZYTJsMhRaY;tw<-9QfUzfoUT zK+&0BgnBnyoO}A9z0$^!Otp1YbJ#o0f%?E6^u?9LR=6;3rhCQ1hoY(cXSBJ(=|!Vl zE>r($ljd%0rM}Txx%n|3Qvm;Yw9fvp%foK#I!JRgEf|-}0hnWX_DvmqlIT-ApBGAp zcAFQQoop0JTFN-xq=$6Qf$;rZAuLmqTymf9#5m15bu8~Z3lpxuoGSdM1# zx?P-v`^sNh+M9{Yc9^*O3WsXAD?A)oY(=X_-qCPT-NC;_u9&hvct%2{Qdz3r7(_`v zYX56al0xd*Ty`9CC8g;6(zVlr6DqD!VV^no1@h%t=GL)-i*v3a?tv6u_OSd({KZM7 zrNPW6xks23)n=DI&P_*NglLzadT}%EG`p=Efm7|rA>xz`=-q^k+??@sFn#mJn|bAo zio4Bf>P*>imB27j{4jyAUtwc}F|r3+ZcnJI=aFhV$4MV%+SIbCJptn#nhG7L3*`1y zVbIP@lQi+rl~aTw_C>2c41Zln53xyPsC?VXgLS;K?lN79&2P`P+m*gf+f>_KtxS!; zVT(*sD{P#R?7!HVc6nPob>=6LKL}dPu2wD~DlXU_BI|a3?p?RRf1Ul8%S_S-ZX9qh%rQ68RrSEp-^6`?0Ml?Li>zA(A#7;3LrT~|UX zq2@?x!!WbsWf4s18gjH~Oz$NJFSMe>=p6B>2eH-8^T+5F))bPZY<@XgogC+DV?#*m z67b34*?kJb^(-Lm{Hkr^Gs$`$DdQ&COqecg6EAK)Z2?H0EY;z!u~fSd?6YJm*0<=m z`e6l3@NjSeUh1Zp;nwm$YUvbL+5?g9$M9NjNibirJ4!w9nd%?44J%WA$d{`d#amN^ zs0DQcMk~HAJ!<4!0ntRG*xhopwz>a9gMwWimKsFcHu~jV0@98DliS?1cBGQ&YpV>MqO$0;Dp3>S8j zct&t#d&9(KdvkeM{L5vAO>xGG09vQ6$)|=Zm=fwfq=8J^}L7)k2l7tzX)0U4gg(Z{8S;%j8oih%RE&#|5Nu?wFd4Rb$>%nWpI5 zm&t4UJfyVzj7lILf5K*F#OFOk*2vy+JkF-W!cC61M0V5$bST-31XWH2Y*`p2w>e9S zxi-+l75F1|{)iCyMad+HFjsXk4$h-d<=(uMd(}VR5)NIwD2VsM;H}#ojnlk&t}r{4 zyG#<6i{tH=2v=&>BW+XV7_2}972p0v0{NmZ6L+gWib>b}MdU>O4n^o@k-}kYFvaDY zND0j7(2R5iBvN_w+2eQaG$63l1=$HtypLd1>C zU{DuBSej9nfV?UCHS_D|ciMlWjsFB_KzdI67B^BArOAiN5MYT zFi{V+h%gC8-W#t#+LCxSqh)diFN|TH5R4902dH)}Y$T~ZsgLI{4EuE~RYGUernHzP zZ7__*Xut*>9qwn96YSB!@|{Z6Vmir>VQ^?dvC>Ol)(a_>ydkjoJRc!sPT~Gek%T79 z`IVLzE-a3z8>3sKc8p-hIm0eTNQbj{1RCFdEgNu&=a1`vC1v3)zLu!|SwmCKsM!A)9riU%RZxAC#eoKD9DJLZ5r z+_ddkdnr*FlM?PG*wVOzv)J8M^?U4{jKNOZ?;m<;#NfuX`6@5Dlh3qJShL(J_6?6e z_Lj>TapgEVKE7~DM?VC_{)~(Y*=9vn8%213cyZm+m1%TddizPd-*X$F4A~(SDXKLB zn>)L1P?2#!As^oVdXpCtKcXUazJ|xK@-Xp4H~QrTP~)jy+~ToZ>UwJ?QMD3Ymy_9U z#;^_`(cb}uPsaU};Y6cY(r_?2_q(770V@gmLHv&rb%7FO52^E(*3YwNi&B}u>I;4J z$HujycC6J`?+eXI%DvQii8wgFT~dY4Tujkz*5KDer-pVO@1x0n&e1A%{c=UcM*@N9Jfp(g zC;Weh5WRf)(`DP@^hLgAEtYDdXotY+a#FpqkdrPR)da+!XUv=;p}s4Nta61!KMuIG86gEe0XqB-Q zxEnCWbugs_p+sGb)seaQm;=3-;mm}2>JXx zJ<)0#=`3rb?`hfF9@gVsu6HV(m7xwN&tl)BGvS3y)~S4+b}i*Ddt0j|6wm2I6N76Z z9m=Z2BBWHi!B$|cinqBYeLQJ0zI96`e#cO#zgZr`)ZDnwQ?e!CYZJF+!O!WRsrEzw&- z8qftUEC|w{?;ZazWpW;BUJtr{xS|hBf`87Q|LQt?`Vr*{V}s-3?Yh3%(MI?g2|LZr ze#@D>%W~QRYYW_rzn%DIgJn*yz5J!7%W2>I=0}QdBm^pAh|F^j-c?;ZcoHe$ui8HK z{>)huB5AK|Wrgit41T0ri0z6<-tDY08|faNyz%l8X-B#ISckm0(ScDh2c*bqRP#hl zTGd8Bx-I10LhtaF@D_h5|CyEWu~?t7W%v_29|6#+MjtPPteHEPj>lFoOEpXK-&duaMkMe4LjEt zLGmHX=EJh|?3z+mFLGp6Gw6fl-d|lnH9jf6_P?M7jv{v*RyUP{}vMDV;W8>iXk4CQ@T)qhS2fM3h0Zw zk>H+WcYOIKS7EcYefpCZ>$IeLkBZz>s7~$ed_4C=&7uq^UF!FXL#UI%!J1P6Xt{?> zmv}tL0L%}9Vi*{{lv?j6w}cY3R`x^tQWe`-NF8C7HVX}YO}A2hy%@Lzkd85HCsig=s7$pTu%&avaz9-&YyYbP7~{($k!n@(_IqtzTBg z*m0Q|s1dQNgHaLRzg!*7mNZTHT0E51e|JY+%=mX_#N-90e9N#Kk*@SXeKwaqX28}2 z(9i)~inh{ejJG%6K%va*xc^+LZxgLm=-s>bu?~9+CkWQ7l_Agcnn+XQYApFk97D%o zE3E9{tahzXU%h&@Gs^Cb)cyvBCc2igGjrd}SSRzrX8|lRk;2Z;<-|C!<_~ckTLwsI zC9Q{zLm7{=L}h)nVx`Sn-6)MA#D!;8D45n4MK7KlMuC1RHL&YyWP zV%apEs+g-xj$$ie^Bqd^)=Cshs^>bgJ~zVm$^yB#qY$w?Btf%QEB@~2Opag4##4Wo zzBy5JaVVL(K&9D?SiVGITB54_apwZVDN-CdBT=;S4KT0@tKLK{sflqSEc(fs|GeH5 zn~uEn8_F3Yc>@-$tfWdnhh89lRZ{PjZBXeWPZwE|{@Ag}<-un9;vOJ}i_)C|P(u!Y zi#~u%mT&soVREHbLeA$K=o9(M12XL!@%T8-ILctKlE`v|;smGf_%$PjY!BcvvN2ns zzJ1g0oi&yAJKCRM_xI-Yx?I(qHO#l$-U!{xgI!OnTz1TRBb%NL0L!xvITHM}B5`>Q*GW{ogt~FayzYj^QDP}JZ1QhLp2?Y z9r~e?ijOJaa~-9xkHFVO0C3nW0v-75QSh|Ipm(CW%G}$$?Qe6ybL73gJMjTbPJhJo zPd|B2fmX>D&`lzlFZsPAi6oQE=d1j+DmW;yA01o+WgJ7uWLh%98h4^5=k+9lx4R+y zAqh9KZYNj6i?+x7CuqN~2rCoqk6ht@e!6_;l$z23)VyM`z%dPjIu(|?fW|A%Kk~_> zJ_z{mou0u$O7=IL|GcPLDnZpu-4f;F1RIZt8hef-p2pjB5mc*Jh~CnUliUV|2knWE z=NK?$;I!yGb{qXh9qdE#PsQX4M?WWt#uwMfZ++v`8YM<~0z{_#Tn;;Bg|VNLTKONk zjB)W~D(nGgd&&wymL4xRa#2UIQMtQalTI&nZxsogSsk5D?9b0(~D+$L*DWMqTT8=~Bge z2`O)JzXMFZD3n!(7sz`C!$gla&QP1?CuZt>l{r#+mPA$Z$6p)oYze)w8m9D~Kx5fN zq*KTVHl&~1!iQ%bdY9?UJ_tbsLKVm$E}#NpaKjk#x<*SE^(Qc?ul7O0OoeFz=z&6VO`W4S zo#sU5;P;|0GM^-`_`Fqa*2MkYW)z~;Sgt+w&pS9wsw`@6? zDWPA7D;bAcKQ%<|1?ou}`HVSL%j!7Zg}p_Ow->%nHk5fpeg={RPgx6{{b1Q#s%Ze( zK&9;$!+No0A1kIpz}`Zg6xAAtUZNnUey3bBzHVD%30zLeYDXm!$6YX~7z1^F^bZBL zKPpI*A;zWoA{|Dtr9ZJJ$cUQuYw8P$Zn%jAgF`W)R9!l;$S<|m1dbdg+EE(Bz^4a` zNo&QTGh{Q*IO>st@?dJPjdgmVf(jWYho=jo@6T3ReTmOyhFte_i+X#Pz$?D)!VTxhL(V!R+<}yJEm`GAm_TTML)5_=3{ivx0~=ks(;b4!$W*)g=Ly^(T%Di8%6X)_fSjl$0>PRFF+66i^#yVHUJ z21rz#(Uzx>zNHVD`fROSTN!)z7vSjYLT5E#&+6&jy^4^Dc zr~7_#6;jN`8DbrZt~rDn<;Q5)`X>bj#R`;~GfZ5QR6c|E65skv)LwlW6af{15;;E3Nt$ zAW{nj@=3XKY|Hl@zM5ylv)Zks7X%ixOf%KyxGC%hY@yG1Te2tGZ^gfm{nk6Rqk?XL zYZ+BjS-HZ%F48ATjqD4fu5j7Q=_cir;vWMS7&tJLzh;8Mr)Vzs_+Tr zyZ9cDCP6fBSS9%G1B*TWO5-DYZzqrVHreGA4RuPOYTL+^jnbH_3<1ml(#v~1YB zd58L~DDIg!W?!Kv`xjZ)zrGE`;(&MiSG4jbF}BoE`EA#2@mF+q^m|cl2nwtAV3@?D)}{OAF!5Te1e7qnCkCi zOCNN8XNFZ`@ps`iS6QbP;W70SzlwajHJ%6M_|!31Mh{)8|J~s-N^13gdvV<6Ft+Bh zwZ-Bw8ebM=?7h$E4pd=v0xrK*VfB4F-+iw=`AKA7XscIhE^5%lt%m&3*DP_uuomt4 z$^#3gjnM)PZhk_S2x;bX3 zuhB?TDLrct=`2VcMcls<@?!(^l;(lN>K9Pnss&~g%iV6 zH5jJJ)o4(wK(v|ldsX7^%~OT|9oM4=2@l@avLXgTZ)Gg-nWCJX8l?ckqfm*uf=1(# zt7$PeSN=3Y=Vf=cxS~;e_rZA6Y?8tcg5+#v`BsF#TEWMNZ}YrDeb(X9T{}C!+ro-Q zkwbe@ zj+fmpKSfV`tbIK|k0bKhG_e@N`SMuv()d&nmu|HTd(6j(r@Pd$5dHe&BTLpzdv&|*AL(kX z6!U<9+OZaXHyyKg-dO<5R_MR!epcM!El$p!mTyP@>)ih}ga7-%fE4*4dY7zSiHcQP z0I)&t3H226R?2^DZ~^`;DEIcXBWu>w7x!8l8my;yV>#(rFx)78w2sLf3mBf|`v57) z{F6}q9$qc1e@HR3Yc}kvRu>IqAfw>Y_sL&Omm65uvBcA$K^(#lp#!wo+jO{Zy3aRc z;qK{&fEp{az+Ly)=9$R%SjpLV&~^4d{|~DFCUaNfWYIjT zYv3feI0?!AdnD^B`h0EhVUXjs?*}qz0T@w?9tT8+1tRa?jP2dJg%$_u>V1TW<9CI< z&@wH}RPExV|L|b)AS_=WY93eIc73Y_Nh7}Z_e^VR>&A~F z)%&LX?=}2$GqQs{^R3EAPk&xlKDZr2QHl&gGoLF1gRD1RCv#WxZpRxDdKZ9>wx^id zViFPp!UsusUE^DvcW-uEy>U|G94&12r9sH-;`(}}M=EFRKRNM8f8e`^fYvxXki?d< zwnVB3V$XbKw6xL-raAt+&Hg?l#`jC7JF|ywMC3MrlC}gmy^& z_x7a+`Wx0Yi74_X_j;DHkxz}LU?Yu=X188(oTT4<`fsI002C|N4=q4SAaj;&U%MQ%^NX2hskE2O@_N>+70Qumku^djL4Zx(7C15}d!4&}8#RbO> zBsctz3gVCR@Yeff%PSNqDTiXUx<4LI<@$X;rR)cR*65!AMEu*w7~S!Vue4W}IJ_#2 z$AHQP*(2{8Q<^(j8vLlX?syhHzM%onf?H&yAb#wSSgKdys+ zt;2u6Af>!tPnp~#uKzxwe;wZM7cI=N_W-GGm-N>Lhc+JY*uR4JDpGZj1thr5rSGrY zUz9+Q0$q>@=2EP|Rb0!K<8e#WH0i=HkjlKs$MyX~mnba#Z=UhTa<1j@jf1G%Xhw5n zG5i+Zk*1#5?L$r2#GD?FR-jNJf&a|&rCG#QPihrHq|@_{yB9bJNIlpClFYpz2ceAq z%@0qn8FU35VIm0saYD7;{`XFDhVY-AB=50_Jt4e4=I^~^Z4<(c^Xr*>qhwD)?i;`= ze}_9rlrdLl(?08N)0Kf3{aW)g@aLAihZMFa>9lDy$iGlN4=z0TEfR@8G12JUKHBtZeEb{7qGhs z*)y>p?E0VA1Bm=hzmJ0^$F$lHc?-Nq^e*-wcg_mvaXBD7SSzJ}vulWV->3Z29+e0Q$Wax(Eg z-L0h3n3$wt$V~?}2WiPI!xEx>*rYSu!u#p)obFP8!69dR)mx$^7Envf12@9xH5%Vf z0ZjNgm|%i5`R)H*qV*ID>m9&fUMTRogt3y6zAJBELqttQuXQ;q)6 z`~mV4UhyVp`>^o&bzVl8F*vC^+b}@?evdbrn;Ez&A`{UH56!|I!?xik*AfKV4(r?V zFaQ5`k0lNm2Q_`!G*8%%+`OW|rFSG1ft)mqIluXO5@S`KfFJr=b{YPQ>^n<+CzBjT`02A167 zGS92rvN@pr5%a7C&}U8_36OV{F0$v9L!uzS`73b$V^`;JUNv}n!(dBH#OEG_K_>PN zm9B5og4`_qfqKMAQr98a$Ka=dm3`bV2+-1jz+`@ zLb~J9>#GVrPUOc>K7SraEvW)ULaLJlp$5V~{CKgc6@2p*^4{Ltne^uJIiByM-(2_U z%rqH7th%hzOeXS$Pqrt%Mv?_>RrK6|y}>jngbnPcz z-fROE`&g0ll3i>`Oes zg&TcmeEr#K92H{?d!MTEQ4q9vZN|Hp+(&)Uc1F>c2P>%SZGCO4?^@9F)eG_)Swr#L zn;Kk(VDdjU;Io*Vm&@YdIUH{wsZ_3^X-`~5ayMHYltb%sJesE#;s6Mi!LrTTdj*d} zcRcjMA2!KgR%UhuwBn?o%B?v6WS2W? zt|;k<>-oK!@8j}(OWiRbG@ z_h{N)cuP7LBRyQrzsR3YbCH%(&=)^=@oOjUSI{kzpno2iT>i^^p3!P)J7>l1280tu z(d;ckNcKSJ0V*;Zd?a*dw#IEvX7u6aawlDei*2_+T?g=<>1OL5Ms^aiuHB=F;Y02?srC~ zpZKiq@-DAM4a|4yL;VNB2w6mP!il-2sfcugTOo}Sf)}1^)3jH3%($bzk-bz9&UnD8 z5a*5ls2Vh0_eOh5L%-q@`{!QOeb&HXJ`+eQ7(pfB&4B`Af*d5F6nT!!hhLvn6o^b1 z&We0Bn!Fc8#FLn7G_EZi0T{$b1=wcLoNOjk8PAHMpj43LK0$8I2HKIH55he`i`6^z zMy*6K@@(H9{EkNed0pvb(lKNCG+~oPi&;cm?qYq(Mc?G{dt*wD%k8i1pNc6J zDfMgt2}h1q8C7C@w6?r3Jwh*j3IrqD)ac%eySL8S0@x3{fSv>1Q*5~jLL)MEkr^e$ z8g3N4+z%rUU2s<@-7J08y|+BT@8z**mE%%wIN6{$x>s8j@n=@Y+88sh)%2SBBMiQ- z_83eaD~Hl(=c#u5cBa7mP&i|4ua)C5xFv|6inLJ>DSETg%x!&G8C#;|lmNVh;Kk)Z zsBw%n$VDt~-*ni&$=hPQ+_gKK#-8U;sW+rWZprBCcm?aJfl*O5r zCmFZg;}xWtJ~_*l$@xRflEk{ID$dJ1#5=KQ2}#OqIy5m9ZxRc;x5-~c-fL#-rn`^C zFbCd&G&>FDtGmoSF`TQq#3vf|d)mIUdy2w)x@Ibi-{BD6QHVyqvydvciVTJWCZaS3 zm+-amNfnHL&**+{?oXrON?WNw{xsvXUZc5qnd^bj?cC`xscsBfu{f*j=4;W&$KNp) ze-d)P+P^y;e8?NL61*B7=}Srqhw+}0|E+Tbs#qNA2ca(uSnptj(2YG{U{Hw4f}aRE zqZ`8_zm$JXg~REK@!|OwG0yAtfx51fx%u5}HTSmlsrgOd-!U-P?6g;=tlcke_t>_+ z^3d$NEobf?+>C?&15=x$&n)!egx6k?DK4Ricr(94NyLcI6 z+(zzvQr6FtGgXi0FXCDAy%YAQ=uviN7MfDi%@<1|Lmu6S$DT7BG z8h9^3FzG{iZw@g&Ott|r7bqgInH`nke#id&Aa|KV;$oFaAOD!nRv0J6xE#__0ev~D z_$4GHiyEerc`!6RE691ciaz&yhif8B_I4l8Al@KH_IXn8jE4qI>%eZ>2gc+f%s()$Ur{5KZTlMU#~tRpOLczPNe1_%abLoB zM-iX3L!-xMgFPnDd{RE|D>PIUx0y!Ad2gri1<(35&RWBqP7-TRcEj^knSExc84N4U zCZij*YvUGl*uw|FJfhr#L8t`$g1)j@o%Q+`972nF(U@$56ww8?+ceLlM!eYU4!%bo zhP@YflaoT$T-Ti*34XgbOo!kL^~be_4P9^CM;m%q--2)t^9&8@Ki3=TbW?8u^2HPx z>rlIo(RdT*mJ*>(rfAEDn2x3tV^isJ^YAm zO`e8llV77oXwg(*Oc&nDitzS4YO?aNpG^`&&|Pig>%sH2Tg}$C!pV|dM)b0rCJd}l z4Qq?;IuiQfldhTD;2&HLm;|ujMpR0tDP}FEbCMPAYEN;E9&7lxom)x!k{3ZMg^-Ts zP02TV@QWIw%{Zhr;g;CVtcFfDMP_SFEXO_-1A#I#^SD&ip#|&SrwwcDi?_P93Q1KV zdr7O7YQ9aNraSwoBKjU~PrW^gELM@*L`IOmR;_VNj^?}G&v?fsS6z0J$~WX1_PYCK z6M>tH-!5QGI!p=|m_gDp_p66d+k`mQGzXJ5XEoBB%%&NUhkKCTG>^8+*jrAYWe;Pa zG&YY$X~@|Z-)@=}+HbgTKFwHU>G6?`r~WRGWUsL$*??ax%^ z&qqXT5JRduCN!r?Z&v~wzMWV&*{NP-ZI&4>YeJl-lRE087NfTJ3g^?(kAlB_!)dHD z2n{Yfbl*7NAT(&2Ya)EdaN3WZG@bL&Pp~&Oo9y##_gNNIUrY}?>Rw?=5BaIr-mvIN z{VXO?=-sG;;cCaZ(TrKf3(Hpp2qdR-O)mabu%q5E@pKZ5Nqlq=65NMI#sKtI_#}~P zT;B59l7xg=XN%<|Wql00qoY!mjrn%qwqD_SrfFM$8G`O5_3Fx)|Q6pJGBm+>DSHZ*L`??-jl(HE!O( zgvxe=draudn1j9M1G4>~^vs&yumZ^^ZFg6!oHU-Fuc**{2JzX7s8=6&tnT)hdrWOJ zE)ospv1N%U3ovbRm8u48I|y1x-2)PRv#`pK=xo8oM=Mx`M3G2u1` zo*aRzU7Tcm*&b8&IwEiK5mqFvI%lnpRPKBOiv(b>0VyIPo!%?TLF`{9wG~EvBf;0V zy*1KyBt@`|VkQIH5hbuwPSD}0GR6)|yvcCv`Tdt8tYt`f7?i=IGJ2ohYa;~6!20A| zLw>T?o1E{crC}NcaQZw<5mXq2C0_(^xTWAE8|VjYpH5A=&eR?H_C=+o=_M&^PkMd- z(eBFVI#&AlrTwQ=Jd+5AwXl3&@vQJTgK;_j_STg&eZ_7f=>Z?#TmPIYGrQc9R5xcl zcEf#QJK}}C4Kgf4|G@WJ_Jcz z@5N1!Yq;~?oq~6b9gZXl(MWj5H)7fL5csXz)7!(`HBO`=_Y2~p@M^~vK}VbiV5DxC zzl0+lh&9a1%ZtGXyJZQAjy8_mcH*J4XehRccKpHiEOxjXMc9dCQyK z(h^YV8?~iynKbRip{(|KEq=9*z+oPgR#x^K^D44&lxdf=v$!nwVIMBu1tN8v5X0eU#CUWf2 zbao`tVY+8!mBAhPFw0rErz5oX9RY7Zp>AvK^mqNeAucFh>=Z{UH43a3*O7`Au7{1E z1^FAm0D2`-I_R40-{dp{u^=zsc6v!E1=nK`Kd`@@82NdvcH8If(r?l?6o0#qA)W!7 z0y5X=C02sUSZty?L_%E|UxiFYmTl-{d65dPikn$SZgKh1hkK{v?WVWdbdq6Yws}$I z$a9yn2ZIL%_2#pLu)qg6tJxnK>a0sLXbhE@-pgkBZ(i_S1eh42Ac7jF$_}JLs_5$P z?t;~&C+VVOHeB{ju-ZGR<>!A^@YK~?r;w5qY!fiPL$lrsyn$>xNw*=vIoGx$H#m`WYVmWHt1|Jo+)N1)oLg2 z4P-PNviH2;#=LspyQo$C=|szMZF*gN_A~r>b|Pef8FLLnADMf5?);r@+)e9zPidYx z8u6s%ZTI(HYljyCjiDLvZi}5(BjH$d^24?exu&^+iPk~A)Q{|LrYAFKcHh{}x;oykI(kWwribFnsL4PV8zM+t|c=WyXUJ^|o!P?NfdlD3D$#B7-WkGkxl zxX%Iro>fi7nHl0Oha}7JLu@a4#&1sD}{=@ZhuyfdyGrP)3*?fgv!NlrYPb&Wxp&sp64SI!pNv$KN4232{m*a}I z8`DPl#1?k-zj9@EH%3HY>xRW8Bw_~#ffynJN31B;L8QJA?4^Fr3F3~f#J8|66w}ZE z)mk}jq5gI}|8d6sc>=DzhGr{JiEQ8mNxLV*O<3~UpVgSL&Nn1WTUy^7`V1swm&t=s-!(oczRP)=h6&|ie0?$S!zblI=gwieh)CSfo|~Y`sYcZJ^4an zBE1hErN6b?hvM%PK^HBSwd>ymhH4mjK3^8o%R2Yt$OoX8J9TDVMIC<~29aa<&&%aMr#>2%0ao8kK z=6#WORj=ciD6pOr&#k%a?{UI`Fg)%Nm`_w7F{++5wmY_V0S+ZlMn+c5J65FDpNZyk znFdCwTOX>8<0dqpB8AX*w<*kosLH%g}rVl0&{5=V9a$stwKLOX(C$rn4m?_N$5m zEfjbYs~mEjB?08D4z9}b_*E*OPb3_QTi8^=7mO*aizpYqIKc^pmLTriP!(v4JO_`r zCjG#4p;%X5>uYc7hPQ`Wtu%FmYLNKnHtf16)}zh%r$xVdt)ZuK8}zQuCo#`X+O{in z_QdAX%FIsL&F@U%%_qw_%9|J7++B@&G<}HNOo_5zc*sMp?m_T&P~^0jhni0wxX4W04avL zo<+u*Ym0_K+z`9MB8&qg8MUUk>5*54yA=63lGEa&ZmnL7(5Cu{ZJyrezLHnq6X}HW z4$qkevCATbq`99~xDD46`s*WGs?s%nd8)@`*IGc3WRS(`4JVz-J4qv3YkM)B9aFv8 z#f0tY<+ast89y3C;w9kcN0}$J2|p<3u`@&$J~7B!d}E|4=gb$4JUei>iMFjS%3}FLuC>$-pDh*&Chy?xn1uw1_Z24!{#A^cPJKhj(07Sd zqdQ0zwR|u8yy?lICeu9LCriRXG ze?kZG++xgHG+H}ZLL}s71h;oF*0>|~6VU58V|!FPvPFM^yV))1rH^012bdr>58~US$kjEfV0EXYZW)}p2j2%de4Np{6ff6Pp2aE;P;9AccpBb0#`zZ87djOy zVVCIWbvP78g8rQaRg1#dBgRKy0usx0zBlF3F)Ca@~-|z=kK7qX~ zCBgGse(2|D}oKA6`xBH$>H}c@mhN!*Tue`I51cioI^bE2vwm za!pZ57nnMDQt;jjRBX~Hy>KvCSwyoFLr4aqig`y!{WFyolU`!+0dl+AJar?#bezR~ zjslIYJU4cuO$*SP%kkVNwsfl8$>(dmf>a}TEjlc6ruTmu|C$c0(ve^7;0oOWIuoNM zH*p}h2BD;5>v;3aIqvfhxA?F-ETf_s?Y90|$Q3)gjOEOdDjz{4iCj}{WZ|Msf1ssV3x|bD|mAt;W8PP z*O3RJ#w;dF#?lQ%l6P)}fK-MbbY2eElxLY9q-^8#+J1)&G8JO0i@)MpGxORTBD+7^ z7w|bf_ zl&!)2UtZ^trx)E{FVx;N=I@#vfKcLQ7RV>kTk1ayVx21Tw5F8&B6{4I50=S{8FM^2 zJ*EH+w!HM2%+kl8c{eneq0vfsjR}qs-Ns9_K4zLCgTgm9#@sdu7>cekm5M{ItlJnH zV>L@_l-|~*)8=kIu-{wd;pG)bimn#Bjk#A3(yFDK{0aoFlY3g6k6OVYQfMt)K7~&9 zX{Um^S7m5WGozD5q;p@seE0Vk-o~9@a4NO;5&R_eLcsgDD9KiW>oT$b=B*Dq?7@!i zU_<#B`~v|VCA*HW*kaT-FVA{LBglKE_Z#mn6J_c>+}srM$`;bsZ?r6koj(VwH!_tGOjA4^K))Z$^UJfh>v?lRf=BTC~)dp`RT!CawI zJ=XYlmm~JO{}Luw10U)E{o|5)MoZZU@?0UHg6;>66xz%3+j=MSy4F zCNh*rW-d{qr?|l=wFTXVI^}S` zgaZ2dO7im?K%=c$AY+aHF9Gm>SwMbovNEq-d`UUE+>?xT`}2r8M{6<4&(Qhiu|fIH z`}k}7S`;dmxT(*d0=_;!hs^;6KWNxIK*QMW$-0T5_4M={FAuZ|)F3%L(~v{L}WV|0_=+VHTLh{$lUMs=S3de7SWdaRh3 zpYCgWjK&he8B#3ZD{m z9$iU`r&kGEnv4)nl-W~4efAHrBEO)K5;p2LP1x8u1t$2?DP+Q6(|za~m#Ou-7Z4Cw z+uRfr3C6O!E&u863%p}ifpTF~b#--Nvi7oe9d~rcs>h;Y2mw`u8GkqSHdGZ3U z+HDPq$w0qlS@YKKTc3x$D`$CpLVyR_k=ffi)f)I`V0H#I-JayvXk(a5GF-a(Y2=gg z@^@kIQdX)P9~c>$gV6YLx3aYUzI0*;{J~oYjBBvZP!L?PM!fbFM_E|&P?Z1fHr62d zRXWb!l-cUtNjt=Q1l#@nkH7DIAuvaQU266;@X#+YcBR*_$lhx+P;2}cO}@1bn_ z=Rk$}#IfOxBHUl9ibwoKy*(9!Z&7f_q5p>2mnHLS>a!RbE@TP9I?Y@Kqv>$YXhjBp zW1unm)#0_E?3*6kJYVNRDTQ-EmPg*4Oy;Vclf6ABn^(x_6L0KC35?5=9atn~eRU5E zL2Xui9>%E#Yh$^5_&jZt(+zj%M;*r1^`;Q(O5(BON*f7I&?^!!|C6g%D&zLKqv>5h zi;ZxXCoOG0i}l3bwQ9IJMUeP^9?kDgGTqjj=v@a2^t1#Z(i15K-jm#PSBc%tRRKE* zGc0g|AaMZFFMo6A1++@o-)61WpI^})pK@W`%=+{uV)AQGQe<7%=0D^^8i9*Yf7Zi# zvk89dxGGAqKU2Gq*IQn0Hy)M8fB(>O-fI!@56J8w9khlkae`Tnq$Ykj%lX z^KPYkQTe9~+IDA1zIzoNd*Nm%tj8r$I&NoZX70_|(B^!D2}!?~Mftqew&u=-1ghS>SvH(PB0zosAy5L4^W{K7qFV&HJ0vk*Zza_H3( zXH=plv(9kklO!90FXr;FX`D8W9@u00Z=vXg&i#(pVsRA;fiDxJN zn`Xc2)r_ZQQ@BOqnF18_1vAx>-isjr3 z7yJ=mdK)CJ^)MJ@oenyXsh9s(FLv!D2LEe2!MA*zl&R2n4c(*9b!1#pp1;EUt;=ux zV#bhzrD~+MTT*!8b;#N-jVGmGkpu~JFn;;`eTCd2o6qt=qd=6zpdQOb>pw{-8vYdY zIWprDTdaexH@~#oi{d#->x0YzO=D#DSE>{+ zTwU`pS4P@DRadjKPsNHZ+nANER5s-0i;&bX!ING+qH-b$;Q1^%?fRM_-xGHATw@oK zxonxpn$-@p4vo%RNLslhWdJn-b@jvq;PANB0@Y-vSW|b zO{2)yWqI-B9Q>a}V>c^iR<8#!q1+|!GDhw6pLyHheQ+bx>=<4&Cq^{&3G^oyI_)*nhN@v<^H+S^C#VGkq0 zV315Ix8Kzb5V>Xo{a-^^SXj0q#mryGTxPTh8d@wL%p2YquXAzPpS_|)h(2J{;1%7U zt;(6HD$t;Ry-NN%%M=(IHlpHbZeGCpb)ld=Yb;$r3t|tH80EBzg$-kB%_yC2$Qa#Z zQj#c2_YwVcSElaLdAR1NbePmm?3lR)@DN3Nd&GV>2lR5?rzp5@XB|Q8Mz8#nW!TAu2P=rsp=9C}%BIFD5NbwlnM=XrMrn8BP5dS$RpV z$z4C^Xdl+p)ot0y?78FeiV+=&de}_0jSNtFf!m~VCtW8rJxl@-MSu1rv1##i-yy_d z32ZiVR(9S*#ef_Md0!B=-Zlj^g0C;$Gn@?q?}Hb`46POuGd*4PpvtPYpm4>j!BS6j zK!N5$p?oe!S-$w|z0?bRzUbgm*YxT?sP3C*-W|Afs{HDDE95pyh5`*I%vdY*cBJsX zcgY1t4R$hx=H>Tja5%M_8}Ag2sm*m>0u16yR@{hby1~PWD!i4Wi4Z9lh2kXj!R3!mDcw->J_d`p(O7m!FT%wC~Xhp zZscvK?lJ_*z0m58W_QpiU+dDSUp zNRE);r*_X7S!`lNHc1cXGngAmRXkUpX>KkW_KYI6x@nqJj(SGTqd@f1j&NtRWLd`& z>~Aa~A!jk-S)6SId{lC7t*psYbK4?(2Qw7xuUJ_m9h`i=;kUv*9o16;{A%XduF zIa49>#g|(^1geg?)Lw!S;~*r^m@D>7Pe1m%E%?+9|7nYOV2EShZvSMG$@r*@H2jTt z3TiXW1uqM5Sh@~jV$Rc+BL}YyXxdC>YBBBX;wMHZ)h&QAWz79Aq@*5Of!W4Xea|&wAPUX9!k*Ou& zsSJ^fK^Vf7l90$=@CpRN(?e~!p||Al3c#3(?Jq+qJ{}8-H`cu`lenGO8PPTtQJy22 zs-^Gj?g}YUH3@6gIi}z0pLYBp^7z75wArUcGyg&cd{d#v3^|?Wvm~9k@pf;9I0DJg zv;N@lJcTTG79HKMMa4DdRelg0noKqmjuGgREkPuq4lQp*F> zH2MNn>!iipW$SPgj!#sqW8=@w{HM390L5c%byddVBV+vO(Lm}u_rrU+b?cE0b(qhf8$ zc# z&a%jiDjyN2HLCZSWWLM!crkgM{Sx%51*Ub6mNuoO52VgWWE8Fxrp{UnXVUUa)FUyX zCtU&^+#)_{GP#}_BZqoA*L#xG-bGW2&a9p9jAsPuuRcRE;=9{Ia^D}fTU*xCVip+Q zy0~C^eT$`Df~=gcDY3|>L9Kq#`tiMbt`TBkL-YpSt-4;N=?F;qvUf> zzq$Ofe0eosQ>>>F$i%KkYEj$LnCQJMyM_H>zeHB4!clY^rH-U@Be}$D|G407LK{lJ zm-xd*tC(UtT>Vl^hgtT?;Uf(KTq>JYxVd^aB}8SQ<+|0HU=$AwFc65`MY|T6I~A`}({)U9{goXc`POOnDz3 z92~WHsNepLO)%vtTv$1L_lN>g$P|8n%lNhB7Md6rM~;4rVz<*y3A*e3Z5) zyo6sC(9cCUCvUy}5IO*?;;(r7RY&zSoC4vb-;Wl_MSJU*(yt@ed6A4`2S-rnD549J-t&Z(;;V><~z12+xc=_wiX zMftD-QzOQ-0u#wsm*R{1qJWxkDohxsry#klH&OpXeNC+dj}zNw(@6a<|Hp;XUIXBd zsx<9BgHrJmW`22vGPff=T!WRyt*)&Oqn^`l{mHLgL%UBgETo;*+!_W3rE!h~B1*$3 zeVSTZTf2LEk&;EmGh!^Hjn#fwsv(>xSFEv7L4a?VYdXCRdAo)BoFc1f5GORk8jK&1 z{*QWSpLV=|xDU!3jGoU|E;PoG2~55y)t=|dQ8@W2o0?=#BGm9tv_zl zlp3=gA3$<;L=b6g1oT>CT9r+^Qvy5hU6GvB3q0RVT4Pvqaq42cFJm77X!k<|Eh~Q6 zLs=ds>P&M~sw`4Av`rAZfj28M_&zWC-5wYf>zq+SWK^)@V5Wjw+C$>oZ?{~Jd7Bq$ zbnb7$Uun_flKskFGpm0ye<=QrNmJOi1|3~uHh{e;+g7f|xdxL!EFR`k5<7Gr+jO2p zYM=b&(@|;v3F>1ZrvQ=FCtq0T9w|)=K~JX4wPkXjqo{FcarjKEFx_n^R(drzCOSf9 zP%(c6M*k{prlr0JfWob(&nM9mdlnMW|a4E)oPMV?K+Mqa9_ z8Fu%cM%{+}od6cW_kx?x7$zGj#PbxlUhKW|1JHTsQ-2xie{qDE*cFm(#6fB-T?M)c z_pw2Um>U46A9H5O03)6y%Aw3py9@m`VWMX9>I53+>+`JXTvTg^r>WbeuH5$i! zcttlTgQg(HzuYYb?BHfaBEHrUT{H3Ln@?}~=jHabIb>CISan&*^RV&xii7+W`Jx;! zu_klUq+X_Q(lV2$j$P3YA}lJ#mARVgM<5Y=u}lo47=f(45kljvYX>X zfqsXZm(6sfw-TFZc-U6?;y>DJGf6CEqJ)GECk#Tq46W1ZwX2diSr8kOl0}bgI z*i9KQ8`n*SyA3?FN>rDSvm($^Cp@M5tP11w+~ljR=i>~J9zadQ{A`W#8+3J6uEuMm zAyxDaRe%G6Gm8G==|K*}0qnu0zVPo6_HW$oFQARTgsK_(?B)J!7wYh%|KnjatL~BM z&E+EGY+a?$w8sL3cMg`x1oOB=04Pd?G z#fU?wSuOM4<`2$HapGwXhY#5sZQWgm0RFAQ&V{g8VXMK!o==)kZ(O)qze&>3OyTMl zWUw*kDSZwQQDn%)RBnczFSU@v?xo%9M|WQvYyJcroJx+pdFa&+gtSH zX%{EcsdQq-T$`n)>ETv}S%4t?(?+mWYXT+hp6&oH6!BOoGI zySci`D}WDhf=Qr!BwnG~*dYiGMRO2!ATd7L*4+ZzENB@)A>O=Nm6(-f) zhh{%=$Bn(`Z|_3!$K$&_yyrlylUXrEH{`d{hhy2GD${#^Z3_)>-tt%ao8b&0g6Y=& zMXTI|SE;bi0cELjf1dsQJ4P}X1k%KrB7lYt9v;gF_3phj?$7%Ez3u|Xi4F|;hR-%; zR#p1MfvF>4w~jqV+2PBa_AqU4SuECIHnyTWJ)_pk_@srYida7!uvt*$C}m{XKD`rO zY%l&CKqdY5D156~*-f92_bVWt=ieU5ZqM8#JIBs|djeAsvFVoJbKxBPICkGi)xY|H z8Xe%#hXI0&LDu3W`!ED~&l%KwTNth>i2zCVu}}!-j%PIfxYH6cHO(9HE_)P_f5*L zK68J3mPNzNECKGwxd)Tn7TCfbg^V4cBHE{(#L?d{>re3`Vt=}pif_pi+T_KVhxe>A zf6jAxC(OB#A(S=|KEDu++wtxDi6Deq(ejgO*_M|_2xsh|nkYBu$_BsAe#yh^mG}KQ zOar&w&lI`Aa6G+)?>n01Smg$r;UnLh^o*)3Cez~>iK8blo_IGSqoe2Dd+hoEAzld* zr)4^ppyDqW$sR2Hb}pcfWI z0D|lBQ;6pN6nPq6Bbr~RVoGAPoM?GmJT-y;;^nKsa;q(wAWXt*2?bQVYFdiZf_m6; zR;eGpJ8U}6+>ZKFxdK7jE4%%%a>j-x%QUP;NONQGo9KlPrVnDm!owM@O_If@ymHRD z&+frv@vHr*K%kWSgUG#``B4Q2(edhxPa_8-%;~=DU!nIIJVE9uMvTVv-^gzn6 znu%(SF8lG^5FJ2;2zCzP93W7=xc7|M87q;{sP?4iKt9U()K8%D#Io7CE#{M#w^cS@ zD53>Yg5RD1SAgq^@e$fSJ=a)p=0oT@#)SP_w9<#IEJ30>&#!G=eU6%_IiY z>`nmc)7_mNm|6079^v2A{U=ds^6QSY*?oYBvL&%tv6t5#0fWK1wPP_KW~m!l;x-0= zMi$r<7N-vCy1I7mo2l8A=2ZiIjbI%G{M(kdXB~arIAWa}H)=KY-mRC8M?(q?lu#GZ z4?At;tj3kH7K>$Xkbol90}Xel5#*T~GkT!WxC#|6ZqBO5#g-sRJs%iIwd3K~b=T70 z{K`4GJiJY#s^^wDx{|qpn1C+`Rns+f5~4}CzLNkrNY6Gi3gHld*57||g+OUYT>*(| zVUfr<&d;~X^SrdDgbmxSDsmS3AEC&jFZmr%%pli@vXbmh_j06&UA z{9}=-%w*Eu&S1Kq z-0&T2ujx>8Bic&g>(Ca!oSGwGiAxREl;%K>R+Jxi$0Vf*2s~^2(AL|^iZ}U}-v9?Q z(gt4sfuy)~yc1w5Yhxw-8Sg{5(*G|L4r*I^_OFVHquqm@(e>O&QdY|Cmk=JI@L-Ab zC4N4Sik;KBI+yS#jO&RC;ff3J`>!O-&GEHrT-8i1;gR-Np+c}V8*pS}={VAL$=;zh z-Ng5`-hq&;^w^zr%3Fk5wEVpeS2!PmULo0NX&f+9m{V(yv4xY4CF=fzS1E`kJDpX# z%Oh3%-Rb=1L+MP{SFW35Xv)>Q3|Rmzi3?P@KvMGI*9sNJIMLgD-(s#Z-vylAt~}G= za5=Qoy87N*!(u)l&7;52Y82PK-%1I9Jt)vUKN*@Alk2(1c1H_Ke~Fr$x-07IXU>_y z`T*mc*MPLsSKQ}&t7rm5elamvl2TI93`9U(WQp=6LuyizMFSl(|a9E$rA_*5X?Tj3mg=6I`z{rKLR4sE^j^bF?4Zp@rXqmo5T8Bpkev5eaX}M zHTg@9+r!nh=ExxH zbUem_D^~111~#_H<{&tpfc#_&&0eP3X0ee`?Igqk@JUxzRw$%!&YrS!g0v4|r+32g zV!j*+Z+eqCtda|qCM6$ey#Ow<-USo)Bl1)L`TF_#c%h2cl;A`D4UpRep3AYWykiXE zdma@P6`X~1sBK4QC-CIxQoxf#(-!=CS`$v?=#vy<$`>&I*qdGbPcC)83%u8p@&3PE zT`n-X>U@jy_QZEjt=B{*`U9g|N9mH zdINq7XkudGGx5|Ub(N5tzy8^t^NGbVM+yRg=;YIVLkYzz;-Nt7iPTRXLxp(c>xAST zg&wWGz6xCdS3HFfhnr`P0Lr+Q31Y|J60d)qYXALB1ocyA!yg f5L_*lz&xOu7BK$$nk$+Q1$;?}$O@MT>VEovWq&5f diff --git a/website/docs/ecosystem/img/ecosystem-agentops/statistics.png b/website/docs/ecosystem/img/ecosystem-agentops/statistics.png deleted file mode 100644 index c1f025801e519325a7ce1828ff4babfdb8089f3c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 236288 zcmb4q1yEdD)-@pzAOu3A!QCwccL?qt9D+Nfad&GP3GVLh9wfNCJB_;p*Po2OnfJ}q zKUJrzE`8zNefC*vJ0N*kF{HORZ=s-|kR-%~6``QuAE2OKe}aGW^35-O88;}XcY`VpjcHnHKl&cG|i~*0-q6xh{!J}g2fSt$o(+|TmhE;WCB#g zZ+t`W)s?@|7pS!dmW5C`3LFNfid0_1V!#?{)6K=QQ)e8sp11t+usiX3=KPh;yfZ@o z+WStTOf4nM9O^siKztX>J#!B^IkWgO)T<`%HHI?Ze4!h1;2;(Rz2&Aa)%23wBl~wsurmCdI2?os0-1EL))j= zkVD1idcXssKZjBem66r6B{}gbL)(WZ+dCea)zkxp8+7v-0JZ-v*u&P=_7){y!1A?6 z7s}v8Vj=%-&a(`&gLw3y3}Ht|W1kGUKmz5+w(K+i;8`0zr6$*h&bMr}? z>#J=$4b_k!Itu2(WL+94UMS~VPbk?j@65!1bP%#`ZdK|Hucf{zKugC(c~eQ;C75*> z{Ea+4iQ*kZ;GHTwmrTMa$WQG(B*6DayISrjg@kqJCrpiW3cc!>2bVHo0#(d|OcvU- z+$pbA;x(#ECJjANEs`$uVEVWI2mq8xBFCY@5G19$Q0k$tV(;$6bC{|g=!wDs!M=|e zcWQ!3WK^Pix=GRO9J-cDf#1sR08KlzcOZt;>h zhr$M|$pym@*_fuZ{ZNH^OZ4mztb&Ixko2QofR6-`Cx8Ra-^bFKJ~jdsNkj@tj)?R@ z%$~uLC&7lzvg*le^nKMTHl|@mY^eQ55+RSV=nvxWhyqdkg6kSy9s9Yhub=M1B{Pq7 z@xIwPTTVZX8IyGuZV=ohT1up&i+YIJQX6}9=@(Ng{#c3GfH7s?{Rp%vK#m1!FF|pv zF?>Wuybg%eCLa8jbe_b&{`SVY9r4CT0Oc)-Af7mM^w%rwZ>du4${*2&UXy3MqkCQ4 z&Q$@he8t^vT|vm=oxO(6fym%PyY{95PE`)e`PE%J_bIj@3hHN(-C#a_Up11eVCD{C z_wNE^cp$;3@91Rs0AfW$icf^pLIaTwea1O&=7aD=Wr?xAJ8mLRfG&v2Bju<9i!v7q z0OkSV!iiLfNJ1N9AX6?bSbAabIQcG44bF1FOm_a5)GkuZYY(3*11P0#dnTo!R|fi) zbf{826CV-SaA~_~D$GleEqt$Uab|oj^$CF_vc1?1ueE*>JM)Zm=C4(sb>DEg!|6oS zug#vy{&@c^nt}Qb;R;3$I_P8gci99}nIsh_Yq}`+td>SrJwvSp0IzCmGCNV}e zLBT?sMY~3kLtO+#fF8+ECDIM$&M8Eq8gkqf5zOe#u=Zf~XbQm>f+8y2!rkiR;^gWg zIf^-onN><#4Ff8%CN$~&IEGSHl$=pRlya1e+`^%I0`84Y}jx60>-@*oBGNjcRuJ+pxpd^igrKUotRti`6W^GiIf| z_Mz6YCX+4~w-==s%ohw+S#`B+V%$p2(r)#R$&Tsaap7QD-w~En$y5U_{HBDmSOzh6 zO{cT6Su6H*{xA1 zuPm!f2j-ngZfx}MQrM#rqGk3=Mx#-TVspL2Bu%ai9Pij=W@SNQicPX+vtoXNxXmwrjNG*|=N9A_w%XB4<)K4=$rQd&}qT8gR0s^*}1 zpl(-!SZYyvvM6umZk0Euyr@-AzVOMa+H!VLr&8!h>*&)V%@M<5_LcS3=ljd6BT{%$ z9?@V?<%ou@jO}(?s&54jyY^EK@0{ptEx);QPUst+_id4mhCOU=?#CR}Oz*8wl`3Rr zhlsLN?ylO}%OnfY5oa?aKN@ z_F1=Tr=a(pl-(xLazW*VjI;F%*OBRsgsV2mtIToqw9&QT%Zb%~U5HoTGw)(FFWBP~ z6e2t_6_P39)Z5VaT39z9`{<~63)l)6=UAOZPy10mi>vjWf7iq#MUGJF+(UGDpNg@7 znum#rTgPyy(4gHw_QQ;hi_QKpr1F}Sj#LG(PE9=$Gi{q?q_%N?&C5qWvZ6wuoKO ze&PJ8U5{`to)WzS*HpLXXH>0qPWczY<(bK%$ylUXvwMtRm;?w0v<K69^>mcGFVflyVEKhO+qrHLpVv6!6`E|ugAgfWWy+d!(DQlPo{S1TV zy^(fL6K?ENtXt8$Voa45-BDdH2fx+8rZ7?5K{n3?vL$;ryVLDE^Wyyw`Yw7{%`|J7 zIoD(MZ5!6bcXhE=_f6V0Ee2vk;c+`Lq?N8Hl+U4Q=SSO*V*k>Zyart6#P2=10IuZ66vtuEu28QFEt8YZUr@*ZzgR*Un? zV70j2Qtcim!h&&+*f(reT3Oe>^jbX~9dpk+=`7PX+~2M&-TU9?zGop&=3#MHdki`v zbmLm$3U_#8U&j~XVSmDOat5Y!k!!Wb;LqhNbv8aP$y;o^HpJ@epXqS_fztLgz%zie$*Nm?pepGmTzq<9~{-O24?fuf~VCT=GD=Yz(~7y0`2;M7wpHmu^JXA9UD0BBp4|C<58*&jC=k@ z;t<|qJfCNO3^(D%##i!i&#T#P>#M``P*>Igi;M;3e6PHzXrO=uQ24yA1xUx!oA;85 zfOWpFN}ID&Daxld(v>?8#3$*a0(tw;o_x=UFca<$z&#enmz;vbNKL|6Mh1%JXoPrq;KQNcArK?y)f2n#AZzdB5X`-(o> z_{e{$BQJ>h8GXEXx8-`}XHU;E(8c9xhx|;+M)q6>HNT|`7>4+@-TouK^hpZ>88L!_ zviyk$`Pp+T?PyiA2EtJp&Npk4lcB>UZYNJ>H`U!V&fa4_tk17rp+LPtsYnt~)F^AU z{@xbviH%4E1^xfK#^hlXqoVs}>oFReo1;C1SVJ5IpkV&jg_8~i!yh*KLF`48|84oa zA%*%W=a(rg^#3dIKlV0u14DFU=H9~r4et&0zb%#zui!m#-jU-#|IhOFP`=2!!Q2D* zUv(sq@e^L)bn+|JILiMf?91j@_$ZU^OS=juB5u#z`}5~}Wry@PRXl7ZEola{>DwF`uRe?f4+p9e1hPO?job)+Go9L!bgJVb*w826yYW z7oQ#j>!Q(8ROLz{#aqa*N^?Hl5&f0wpJ*OSfQf0}){Mso%&Tc`s>V0mz$~0!T65Xo za4ZM6NOX6T&#+z3OTF)l zkkg=9dTJmL;i7w>+;le0FD5b#v}z)~mYZ)fwocj@lawTwOPqFr9IG=)Dj)gh{LWje-aM!EDJmJ;Lfy1p$xIX_zZ1Y~#*3LnZ31|A4@6rO%&F3F<@ur6%tCiAvqn(1^Ke?Rf z&Z8ZJa?1yf2CH3=mhqoAOKFpH-V)$*xkp7sDJrv=Y2QOy%%L$bFzl}$$eX^My~RLB zherGl`uYtfW`Orveq#GZ#cxEPQlV1KN`%JCa^ClKC2=EqbZx=?fjLRZ-qG29s80>& zCzL8B7l24x3~s1tl`^qjMP+F^46OL6THF<8;_q>Bf;$XanTLmX(M}a_|E}Uco3t_I z-xi)`f&=-tfIJYGq8qc@iK@4k7tPJdXpKb)FU2o{v%!$#znPDA1Ce$gd@mkOYvnHf zt;17Neuu_~uI|;WrIa7NA%aS&(pp;3Mmw8q)9c^x{)?kRgGPBsfci=E7qxi1K%;^) zi%XQzOi8YMsv}%v=l&t`*bf-t!;O82IEfU)tO`wi`hsgrRElIkfJkji*pUN@xP(M@ zRtJRZs$KJ+2H{Wp43l_4Wls*c?!~kStTB;f6c;GU^)+*FN0IXLM*M-d^s(OHXj0H( z1bo~<$mIYnRYukMd7LW_eUt7jY=APdBmEstrrm#fQv~~~p*g;lSu7K{-zrBE&8Vu9 zlu77U`t|MF>|=>3{6Clofae%Ep>=dr?vKntmD12G98)>vi~Z}C#`f%o%8J5yPci=s zXbezaK*O|`W%XOh&Y|#2`TPB!-1>V3{^<*RFr@_^TRYmSmx73LVRgyvk^cVrKZhUf zm@fx1_xZiUUlb%kB7fg`CWi`}Li=|S+DV1m!?isNkSnY3+o+#~{`s0e`*$C)uov?b zv4A1u_4{%Ex^VoxyJBb*`Cs1qM`_nUBv3y`(Ht6qRewHm zoL6pea8>oylV8rvU%isAhQf4&{l}~S?ZQWt=q08h6%dL3^KQoEc`1<+}Pi)_i6M*5rx}x9V{6I-b`S#r@sjjZ>`Kdi++?2eT z8G@0au@dHU%z=Hxv&c{E-!AVztSPX!4D%MrasM!5rY+`O#_!(~P(ncw)Dtn{R4}_7 z7rxjyILZ?ikO8{mz5W9h*3O96)^_Jew9FqKG!)WxmJ7tL8Kx=?+|J*hQZmZDpRR{Q zp-M{0FI?V1~+Yd3rPy+uSMOb2^2{}=34gm_Q;ru$}n8la_9fWzoTV#lIvIS4HI zi{TeAKtcH#5su$2{7p?UPsz9Q;_&nNnLR1v`}iIXvIUqw9GbH<0teRud-0kWp2thf zkcF@zHeLV_`W<~OyH~|z%h7<{a~j+ll*)CM&6egO?RTtE@j0ABuMWAzB|y~5>MA0{ z#Dbd;i1eNrwzAfFDa{j8iw+09&qDeY6FRS7+B} zMC@tyV!zMJXPbz~?j2uR8Cj){x{HXprLCi_VLemO_AYWb!XNz8X)u6_ntrQcE)VNL zJZA1CPTRXY;pu(ObIg`Wb{a2RzNhvvXdZCD)3s29K+twK3xECgv#zfFJV`9T5?hKp z%Uhg%tZ}fH>!i{{_J;^sm6M{G7Ml_UZRjBYY_LEJxiP<1Z#*2<>}i zUvY;D=VRXojLj1xPch4X<@amo>yuw?)?4`?aIn3Ovo#3yzU0Xq&1$tVzN*^p;7~+e z9XplFBhA+C*R*FeWmqmt_}N?dQJ=fOjYiE^%wGH2OclJr zT92L9pb!s&DT?rikX*(uCAl-DuT8H?3O9Flq;hkO0-ITeKcVx>bYlPIr2fEye`XXu z8t`ftAHD)5YHJ(fn-Td1)uh04?|z@#uz)}h8Fq4xseuZ!{p+BAA(1~km0vo=@yYj} zkEXk8uk82q$&MDi{JZ%$FOLP~IpG1pUw96awb(y4Zqr$qoEE#F9#~@zJ)U@ z&Rnqg9?fQ!)6n2g$%B8(HGg~>8y6>AZ@ruwHG#T6*_N#oTG7 z_cWN`+TvL^9Zb~#b&wx;S*?fQZJnI5Un1SioJ}{()cqKcfoX^T_~!b$DBlX-=1>Qr zo0}UAK1$Gn>*IdK%I=g22}r-vF2%np+kL8J~vE97Yo1mOHsoo zPE-Ilxu&ux_wxOtOAS0({!%s=t6b5&gWmI;FImg^Gkt*rk;5LI?Bm@fu`VHDv8?G) z;IRF}4R#Wb8D7ij(&Q!qrnw4tV663Os}wG~O+K^9sM2|hGV9)T^Xh~0r7FzFKytQY z3K5ZBMFoXORJ={qXAD8HlEtqi2pSK7Nid8iSA_be(pF1BzF8db;L=?N#uB+)bH z&hO|Td5O|LG0SG(TN*GKPn~jImzSn)FEMn$HujvI)$i(<(`;>S7K5xCvABbra>}&1 z&zju)>=lmtSuNNn_9k~YDNJy9o9&4MD!!HRb;mVbnzc1vS6*?c-E;EWT|qBHDoeAn zAes3qW!jn{yNk))?{)4xwmjt;9D-hi7p`}9r=p`Hd++4L>WGB@$-ARtAu786rl5RD z0P&pHc58rjpnq72KE%7kCSAw4SIaJ_rp8m$7_lc_r`IrW4nPdR@dm=uTg%FH5+7zZ~ zI(z(xj^zZ_){*T0xf1^145@LeFJtjqd6&d)5{N3>r*s(?vzy?|1>C2r-2v&E&CZZS zFC^C;W_Wp=Qg3Z-DO?|G7uw~A(~al>B7PcNlauG#?+E9HVM^z5yMM(YDngZ^pTZ@^hD*F$uxxrQ(X-4@AyiEAo$MqN$= z7`u`%cY>YaMA^wa88SfNyar7%4RsPM@ErSSz8W`H<0HUEN?Y@OdG6Ax5qZXQr2c45 zNVEQk1iP8wOP*Y60p9RCSbmZZcjiaN3)R<9%QDgw+5zFcKsN%n#c^RrF_+tJlUVTr zV!WS2m*pitQtD1kY^IZt2Bu}M5}7TU_VYO-bIow$X4(?JC9_#Ch~CdLQ9NzaOPUA< zyKldKe3XDun9P%w-*Dsrv*P0wWvAmn(yWGnb1@PIrGwX|N|*r8+q=6e?_bb}A@t9l z^DXz@sL0$&4JsI?PUZ*^i8AVQ*X7jjgAD$eTmQ*WC7^h(^}@h^`Kw<{vxG*dx1Q`x zXUM;#`}qAsIS8#s-YtzTwjYv!duD$tNyZ=R6=YCNv)5>XMctdcO-2#DCl-;a%)n{D zNwPT|AE)5u*om;kL6W!>7c~SVc5CD8LmS22o5-bAR#Prn()l!x^cm77J?P^nws-P; zO`K|C@&U+_G@}3Z#fLiHQfJuhFplSyF2?=}q--t<#o-*<4^H86Y!R21+@`8>n?6SK zVa0dPu{m0(+fpMpV9z`_Y$t_a0jm34kiP;Hot@z@7SV>0u_)!za+A;Mr(GCQ_=CDN zTJ!R6#Y+brbgHdM@j2{cXl{})s;Q)U&*(|IKGJW|v3x(M0Zuw%N*@}krm%#&6hb6C zxmTXoAqbOKNp_EGnFjkhJcB!vpn$hZ6ml5?m{;gnSmWfFhWIGJ*Uj=0p~F0w&b8)7 zslUG1rEO$?v(zl}t4+59*gG68B@PS>uU6;gZjs4q&8yFwTNXjwv}oD&H}%>V|yY9Mf9u|sjj0DvC7Aarf~}z3j96KH=gy!)v&;@J`2EoS6;hq=u#7(tzmy| zWevq4NTuz-X6yd`x*FM$hN7<4TU_`&3m4=K8P!rZ%--!im^P&T*O?#5)mX`up_B7oU zwSHt*LuK|2Pnq4ORMh-NNP!qd;b=;;fFB%khN`Z*C~44pJ>mdH?&8hyRvYB;)#qEl zOZ*p(Ovow7>t>%#l$KDR7pw&ShOv{e6Gxv(><5=%)iXEh=HY7Ez>a=pONJ1f_zAXiswTnWJ^f;#bxGEf2AU<#_i-G#2`Du zVmJonfD~;3vYxLs;eWiZjy)s*Ms^JgWr4f!#kGKZI+AGy*J+S%$2uYn~7=IYMw1sS#h1)7YMMaN=QO zl+A&NWbxJSuOf? zeqdYC*B0Xdk79!|kgc5k5THlux&)sp8TIrbE z!}U5RQ|Qgi!Af*6J*N%uDuLMzNA4TH$V+*?yj6CocWn*fP%CF6p?uN)Y(j<0_9CZA zZqt*A4&q6C9UGj58m*)}6b5g&x#FxwZBQT1ktQDR_9-Gjs+EtAt^`44oU?TaZqf~+ zcQk$3+V#u5))B4Omb}>Q(+?#$$3)4T1sHx3$A&%z3Inl-&4b$S_@dU-a0N{;{4;40 zwU_%`x<|Yqy(W*HGF$RQ79ibl3Y$8kGD>fL;w0syk>f3ZJ${hxJnDW`i`s-ThlPOs z`254~)`cV9DCPBMv2e$?2ncyWB3%6@x1w4+5<|&ai^y7XWwmhJTD&E5ir0EpgZG#C zjPDk!E|TV5@k<_4oDRp*HhZ-qfd=;@EqEL8Ld$OUnF^$Vir!weLTZu&yj;NZ(2yFO z&N7oxI&JaSbC=Ssq-0ma^YiM<%#cuutckN*}`ATqt`)JKh zC4VUXYFBD*9ZAPHKKIqcx=?Ryf+;pwv`y^^qr0nT`b)QIbMB>xGpRx3wm9WymD`mG z$*_}4W54x_nS07COUhylTAj*0NI-YMec%Rz#O`@BBt6B+EPl?F=S%daEu^YTi z!~R+f4la8`tHm|d@%Tyf6I?bL^u%}u*5_D34X(FigClpa& zFye43cPf|DzM7CYnKe7=E7Is~$+>lT{N!AGH5duq>PcS?hF}!p^kvEi=Pb1@x={x0 z9Q}kE4;fwhz4BmXzT0a_%o;5P2#J|gigp*0$lY_$>a!w(C)u%iN5lA31grqb6>z=Z znlhZGxYW6_!Gszt91_xnWSXOMn0>_PfRB%lfd$|JId?3Oj1Y#9Hd`c!I!;d;TOP_t z4)%S$4yVESiT0>xC1jzM4{%TYya+Q{doVt*XM9y+Cb^keOB=oULZ^aiaYvq}ZfG1a zH@N){=qhz)io!W&E8R&|fW6fY!XrK%N5jYnXCs{eDqK!DKKFO{<}PiaW5Bwh1+`u; zGEj?a_)LJ;%`rOw(OAh&$D=zr)#LDpw6AaXEaKyFV&*4ghZbG4T1s^Ja627k8&Jy9Ds(M#OBnW!8~>zh zJy_!g-;ee%B?y*8_tYR zct{&(YAGXGH@}h-&G5ovenJxhJdfwyzUyyT(5d73)Obt)t5ZPhW`GSmM)B1!ui>NeBc16Wa8?=$_JKa?% ztcK6)7?LW88cXWSL0+@r;dZfGq~%*F{kGXX8Bvh>flcWHr)wno4P z{laxSSX1~1Q$Cd7tzIp_4#;4Lfq}sXpFvA`GyY>`T`+Svyys_MP1;sUxl|RjL&(R? zlUd2eE&GE75fI%w{1oA(%;K@a&ZcwWI`{}_FfBI@X9bF|Bx>_DIwm^Kk?rj{t80XT z^%WsU2MHA==0T0BtTckV$IA1rUAI&hOrFS+zT*j>fY%09;Y~6EnKk!oxC;ZUBvkU& zmu75&ZPM+NrcHs{^p|`>kSrQyv}Cv^;HTPZEAQS%#MpfrDa>JmJi!6&uJ6f>Tz}=t zWoDffBxgDrRw|Ni0dThYZA2W|z@OUuEm2$5dLm-Q6TJLAu-Fmlp5(ewn90b{=u}Y_Fm8F#SWZh7yCYO#l?u^dgC}g)ozbMI3XEQj_kRrW1tuQ8d0d(=|Ix6RD=4O9mEuKFColpD;O*CPTOiy-g)^cjSk#U^k z<_XWqGm?Mb>gA^i7sbI?$fq{%=lIavQ=rhP_5(*`{GnMcpsZscuB4#nn(&$M4{gSO z?}%h1!t+e{roZ(JIn&TWO>J@aJ0@S=nv2o0bv%=on|+Tvmby@DHZ12in*w7=F~dRk zS9W2*bY+T=h;mhrnLMQ=nk!0Cd^=fg7E5Q;6>^))G(u~pmQLpqWV`{WMyOcK*u_j+ z+uAzj7>&~9^`rFy$-soOQYrvdk}S1Gb6zBDmhatw=}JE82OT{Hrpt8>bO6lZ<2DrH z=kW7$e45$HkK|Orumnf9YSE@YAJkc4-az)NU5DRb5KyYuN?q8<+F+jSgv(nOiq57T5dj(D~qhX!=l5LrY$mDeK_>w0v zEbNjh3-IYyCb3obNkg)9T-UMF4!wwk$JiA|Vb@!>i-+kfgY!9=^P^wd z-}ZBzAzfJ0^=fW>Gc(0DZHD~7Ntfe9^24=__Hn7+UB8Id48+5Z=_Ja&E!Q+ox3nyM z>oMV0F&&RR^_Lk}%jcm+#ETO-RYhrgyf8hn@^1H15|X;lZ;;!>dR71=@9v)ms2bYE#~0t24_OC zP&JK@SgS98m(bXqj;oHKo0IUjM$3Y4$ZX}yA~P#w5gz7XWqaI!-k(&VHSeQwn??IQ z$UY}jRVmh%ha#z#Y31Lmbfq_%Nmh_%_3MX!jk37=U8ZTYi{I^wL?dJJC&^) zHB20yf}URki%0%Jr_*ETo7bd~=7E$Osvfn0C;?*Prh8cxyl~cFSK|J(Y8*9F@gC4< zdBSaG1~{ihm=}SxLBU1>J*GN1N7SL>H!fGEXiC>m|u+d)y#xy+WAs zw|t2G~XYwQDT&g-3k&j_(fEb`5i;bwzj|W48$g>*zR!X6WIM+ zoe)*!4%tWz@NoW;5x2jAMs2(t01w7wcVzfHUQ|k>4n__7Mi$Rz?HWH=NlHj4b>NtU zm%Ien3@?LvNuM}owzja+GiP-?1Vt*v+3&6ovb#Q7ms#8UQHl%>4mwxWhZ=tVkx}tI z)p$T%K%<~b06Q^p;K+o)D?KJI<}7Ck$?=Lqiiw9)RYOB|lwQ+v^Mcfx35Z8I8Auwd z<9VizftZJ&5cnQ92aoM|MJ5jwlNKA(;_hH;tN$2dos5Cy`1rV}aqK%vn!w>tUqZ&t z?NXh%lZD!Yx{B-}AnGhW;K|v!Y0}wo3WZ7P1s$9uJscB5QGQ#Meu~uKOh{s4gM6^i zWGFUTVTphJa+65@TnqWR>pQ~c1Ra-K^_KP`D^uLJCv!d0!&x(Tl9%WaBNS+0R$jWKONhm!2NrIOzP-fP5PU{k`hIreQ$W` z<}YiZmt1%naiOM_rK`Ah$H0nL>YlEHlW9dpDA_<;{DX3>Z!W z(TD=Tpo2Gm1nN9`N2Mks?{g@sjW|m}%uAi1V76ry?@LzuC(Kugn3Q6an11wY&Nbw8 z1ZKG_1gy3NAzg!gefmHRbZvcLpZC*a3`c)OE4>5KB2&HPuru*>0sZVy+`-qQou#G5 zL5`Zs1MLC9LTcbmN6N%d+=* ziZwp%f-Yba^h(sfy;JOjL!f4ajpv`_CNN| zUP$pmr~I6f6o{hjuBRsnr!u+%TpHQoh}?LSi>s1;U3i%;k5sdxSEpPDqhWr!04_@A zU%Mv)cBs2pV)ou?-L_BperBFA0SAU^K1#uryoPadIKCWa7IJUz!#C#4Y3TJORWPMVSd zJsiwkWwY!DxeTl`;=_V0#e9% zfw#LGTLYE3O8MVV*8@3VwVUuH^yuD2?T%_;UMYi&dh12-l7;<=j-4U?)%t4eo1T&B&CZLBA|P+EJjBD z^1$GZiKaMr#}aHt%SL0{l^GqlLW`pvt^Fj-MlZ6oqJ%cY?W(@fsb#UNS>Q!RC@sW2 ztI;>Hj&viK_gOAP7-MAz_*s(Hkq(WWgF5z*tO$k~ubV2;1M-giGqah}QrjlCAgyhi z)k0PDNLouDlZ>|6ampUu6tm;=_!aB5xrIk3+w%N06&aa0@cRcbYDkFdIz$EI6=z~< zN7rLt%}cs#!@cVB))=d;=Ls z2KAa;1mw`_A*~C8-$*xbdVQTQfQi6ywppeZiJ%EIV4`p3TRGfb%kmciV-DqF&F2aV zf6y>nWsq)s1sWq_yUMe@1LUK~$;pxX_74oK_iso#dYOr>=&))#a(x?$#uM^q4(xuR zO5ON}!49)MCB&HBLhk^K4qZH@x|d$b$xC-B_q^8m{(e=3;e)L^Xyz^yRsrIxS0Bm~&L zOxsO_#HKwwVelQBhhN%ngO1+5wLp_(Hj!2E&AG&F%~N#r1)RmR-FodmEUBJ5yHA6(KccN!_@zx|673Oh&$HwkrhKPJSG9mBc zLVBVSB^%$%x@E|nAQ%6(@P*1v5qCduP5^xl(66D@y|;v&PROX^={I=0$Oo$a#tyQw zu?4r;xC0_B%i9!O+gK`Q;5C3r`#q*rI4*ZcxzO+dR#&>2(|dNzyRE{rg$g7q^`#a= zt?wjRazd18cxCwz$jwufbA=_r>=v{7fb2KaOsWn-0P28K^cM!(p@c5fxVShP%G8w> zS1Mq_)l;XARjJLKXZlLZ6emc4Etd4{)*U{lV~FGNf>^u@T`W)qLWne~zOU&zDv7Vz zqgVJ$7B7jJ1cGYNzOOrc!ydN`>rmr*WE>I_QhM1s?F_2cVRuY<86eTZ;Weki=XOlm z5R3Q#lCJf@y`N6=N?$LRM*lBkJH{kmd0sC_r&e54oWos_r0tf{(PpVvn<(_2%I<@_ zK!*Jr{oWzxsBca2rBj<=$Ih7Jsh=D_UGA+!9-hsLODPz5{eHTsBXsZF@VXtQB;Mu? zVj>D65|VMy2Yytn*TB2)phMI&LsmMYt=z*?dBHNgd3_tfP33R$7F#GJBS_hz@AB&K zhKY!5SuEe|=Ir{tx>zafzSymPo{gqn8mpO~c!pWUWR{sEDT#3e!NE4EzD2^I7 zcU|){{kzlywTj;)pwzDP?_|G^sE}XJvDI)1&z{wBelly}j;SHP&Q4Efe0+M3jkoR; zg&e^psIA^dNy2dHVtAH{t_NBB>T;1%TurAz{-j&h`-Bds76g=Hfl7S zbtB*}5!K%?kHKD!Mk%L+uzGK20&bSu!Aa+z=Z{HkF_a$pij}s2S4$Qp)8hgxj0Ec9 z#!qm*vF+?BH=EwSlvE=N=eL@Bl+fRtO881b5WCUO^wN19$?E!WnM!Qc-PLu@{azU* z@c}!|vZ?0c-Bw)8ph04=tcbj^g~y(sp4s$3Zx_(~Qy64);Cl55Hgy|l$lhEHve0>H zJa(EJ?(x#bT44u;A+HS4W-YrCt(rHDh)ZwdVBYrKu$XmxAQxEbW%7gc*i$k|AoRWC zrnt7ibqs%Lo!6uGUmZ>Qb(_WCG+XnYq?bV6CzoBn5i>`2eiPJ7@*l?mdHP{OO{xe0 zsIU)R=9tf!Jl?6e9qNZ0?OyJqj8s`Iy$s`f(PD*mvt{TDt=um6H^5C%lMs{qpwo{} z1}!EIL!G3yNxKxkpU-plQat!Nopf2Vb&!g_Qt21s5mk^Y5PliCO8{_v*s?h(zF`nj zvzqoV$I8vkt%T1}<76_`f7|&e9WUhTH;3)pMmzU1+}@u^8EqkZ1y%~BAV6WqrsoqP zY5$=HLjswosgY)-wp#GS;SNW~kYb5DJ4~p3WVLD|p6SjM&6;p`_b5PY#&tR8#KwG? zlMAN>uYvlP2ad$9VmX)r4=^A7;^#3WNZf}obgh+OxD*G}e~|l9gIeBN;1*FZ)tY`R zE#tW2u)B!bb?E+C9wNdOC_=$67KT^k+4U&oudBl|ezHHnAamFU1mlCw&k;FC3bEw8 zRS^SnTD45%T1OztqzXnPWNa<`Mdd1$>+4g7CG21e;Zr8>RAU`iPiin?sED2|zqsav z2_O&wi+ZCsT=_HEa=kBccA$%hez&jyi3p@mQE6gI+xGlIJp=?+TC9CGte_%JP4(SW zJD9Oi89{!j$P5449vMT-s_{5*#c;y482KG-VM%dlHDijXA4Z`M%}ViICo#u3%G$Pt z60mA9wxeBBV@&q?rVF%=y1TopeKi?P?|s)IAX%)LK3fxNkFjppR1VM5MJ&4HN5<9P zIdl>qH&eS=Z7}StH^^GO#l_OKqjj@WUA&0tc-`o7z;<~!AJ%ieQ^@9&S7)_Y03?cp zMN1-5hEWL=SsGx8FaN^BVAjD8Vz{@wHOKtWQ`lFJupvtAM17mmP}z48-*)SVI`pBA z9D)x5pbKW@$HRdG*uH~7)u!lRpCad!Moesx6R#U=?p}wCdau)T^znN32%oy?_>G=w za706egNZ^ee1dd9*(aTVfZBC&Ubhu?!OQ7WJj3}3w=cyuM;s;7Hh}W18?!tT=#kM@ zwa#N3PL?oI3SGBLPRIA?a6i>p9s8Y<(E%Uf>XFw9etyGzxKQ|9iQn9s`7*Lt!Esb4 zqVN^TrD(rdsrB?PLwtYiUjN}bDWIK{@@Bm9(ZzmACM5KS==$Y0LDl21cX0rorFp^GLe3R+}uyvdw$|(J1mZA_S7l#CXp_yfNX5466 zvv6|#;n!Y7)w}iUXC)cBq>-&HCVs$eLj_T9=d!j}c-dhHDKhOP^*MfpN3RZ-CnUyJ z#`SofeBiOW;ut?%7HwTdL4iG&o;|$FzUgt2Ew7r+)IuZd)+7DV)Wn6Gzhv z=3oOA2-3!v3s-&LBv7&SB6}m@oPa5Hpm9E5Y5b#ND{0;q|93d{2_uLW^p?&jXtc39 zpLU0K(oJwtx66)%p`_@CT+kf$%Ls^J$xKL>Kw6tKXnEe&^tAm+@tBW@eiQ0{iUUn!RoAPo*y4G8G+k+{ef<_Ev{=e}jO&U5P=B0!d zI@~w1gV4mStdf~6jTy3u5%(QzM-KLQYdYthhK_?OpjzH7Uv9mQ?!p^xZJQFGQ?vw; z=p6g%bt&wnq`j|V!8S&jUY6tUzi963w0+TE<1iU7_hZ+Tl0WS3tSx@>$xp1{VG%*9 zk)rj1>?x|-ZZB+B2ZAt_CgYI!`@dd%#QX(xJkxZhh@v$=aW;ZQ2(LLN25ao!o`|Qa zUD$;^ReJ2`+%3LLU_@ejJ*?_dD}ZZ=tr0tekTM%?G;2&o z1z8Juq7AZz-;n^dD}iS?kE<;GNbb3}p;SqB~yCi>$Bx%r>8}9*j$+BRS7V z;{mGvguDk5s<#1YLBahsYKyv)jyU=)tj!lo5 zD#>`8cZ}U%7w_JjDP53zjfRMC9G!T@8xJS^Kla`_E~>QeA6G;{P!JT9MnM`>q&q~q zyB8_xZU#i8rKF^0=O=wK=8-UP<6JcTP{kMHF?x)xsqc&LUb~?{jTAEW!Dy`fEF_5~K$Vy$(afcu+ zsIAOY*dlppc_%+zsnc_&!&mAVHi;V1&(p?%x^^B4sNip%dJO0!PgH7N=eY|hmMf*% zCVhM_y6x6C5Ow2g+3X!$PO5mi_Q~62zCG#|oVl~mH)jJ-Q+29<^d?`_eg%)rz-II= zvT|A~iMAOxp19F%pAfY3bEVwyNPw6vh2s8~W3Goy@~qgR9G0gEZB#RxtB-^aN$aT4 zQeyH)?an9HH3lj0Y`zj|uP0O**IFZ74S@9a63^HkH@sh))OOL~Ia;Hhr~GF!sx1Lr zboU9biF}=oz=rzh9i_D0xA!R01j6?`vM_BH^?1B@gYDlC@w-3iupN0c-{lHvyX>bk zhQG8s#0z+eN2FIzEM~kk(oBSKwLg#JhX&Hfljd9H?VfsHo@tOlU5d$>I^&xR&1s)w z#*kSRzUWsM<5Sal_cQ_XzSts%+dLQha@Wz9)@Un3FU41!(XM5J-trX}qh@_2>9I4= z%CHvyj&{~aOta_x8)truoAX1FJp0?sH_z&y!ThSLjmnxORgQ;{$OL8=rWK zb9j6Ixb>G2lxrC#pVCK2+PqS5P^hwerh8e%#q=>t=L4`(M zU!sfe72{HkvGi)T;OPr!Hm&^6#?#Xy*JhLjbUQ@a2Qxze^^UzB6)^kbXvV#7(`yV9 z7{Xh8fNA*Dzg1o5o2RPmr}6P|2PP$4X9hY$PT&0K?@`;!V2e1{!t7Y4U$VhQwYDc% z^_NZAjz8y(32w(WDN0~yL{r(xQ@y>H`jlzzfj9yEvl-2DTO2Vc*Ggw;)IpOtq;yFB zUPrN`3ZCL)w=c&)KOf(&O$P#|-cRAr@{qNQA<79~xH7DbUvhJADBH#5x%D@DWNmPg z{YuxuvoNC9OrwYJl2Csw!m4!1hwY`E&yv-=D}25v9g}{o;rbLP-O5b}4IJ`+17S`Q z)V^z8z<&rB{TQydU%k$@39fo`X`6XVN+jkR=HIW(oJ;-S_1Ox;7bv~(X z-r@stbQwUGoQT*Ckb{0mr(l1bTgdbLTGsX3DfB zB`?A%EvLmcG~UO>#AxB`>i&iW&^Q0BL8_C|nsH#Dv^*}k)@a^?RGd#XnGa0cDfUuL zw>^|B^Nly7dT}~ZN06OemYY@b(X7*j4h4^=$hjQ1#qu!mI|?&lolK+6lgUd^XQ?fJ z%%p!{R~RXOSJZY}d9>m19jHR*2sKOhXzfUS@pD zb~?pBtMd`r^}!os&9|XzJmCwp@=2)#XWX*#Fogl1qhs=jT}>TN|I!Dx6VZ}q+n?6I z3g^C9fKg7t%AAQ+eamUquZDE_ks{0B!>i^fO%?M`}r zPDUMRM?`XRTa<0l8v>l+I%yAfyv404u^^B&ZFVHc?dko%x$Ke?NgFqJb~fq=sqW*o z4io|3t0W1lkGHx;K8J!t^~v3^#uYZxD;k}rV>{$_sO0NF`Ug#h*Y zV6_ORLSTwo3FU0S;4D5#V@E1@Ht-_1ydc`^?C^4kV*wbIp1Vs;`LIg*O?$p2;aXMXu~bGJ%fY3to#IN zetR~b6sH+IkSSelpz16gq#$Pq27?`sJMY%+70Y)fl95seX9g!5i;N>pX1>KAtoQVc z5dr83bV-oTIK(`T-F&OrM4uejq|4@0TGOo;Atp0M7|nT>DnvwxQo z`XE?;(5!^itpULWChAQa?Zxd(nq;^`%v$@hZ*|D_Ed(6_{i-rn>qN@NMHYBWt!@hy zk7J&!JQ4Re-|&^!@Lb9aqk1Jf823D6h0*$_r%Vg0^ zS&;J=E_S?TCXjimz5lBMMr%H(sjO;q5)hUsILa^ueU+91rf?FPkK_~-Qi3^N6PyL+ zNEDT}N|W(<%5bAwO?{JN-hVd?LP=(t*GES9mr~wr4 z{%GbFHH!}zyrt6n%+}89(QZ$gpTn9PA!&$)s8{h1DF73|9r^r(PpwR0n+`GU5>aXQ zIZ3X=&at0`dO+S`Mdqs6Z!P_#ympVlPJXc6fbg>ZsHrg*XggkXp!^uowTX#Lj)N?4 zeBPEW1WH>K9OfPs&fiK7uR8hwPdDV)fU)lNG_aHo1-m06gGY_(BPuket|{?@Rfk(EM-`w`y+26`zP3Hdx1plDckt<-FpYN%fAQhN@Ha zk?9nyJXP5*!Qad_%dA@n&!4_YQE866p+rqQU+jIsEYHHVI%`vKJN|RD-~mZ3v4%TS zvYe?h2;sV2f0-LOCQcLR*D~DoFxsMZy47gnd%vLIdE53db>6VYip%!iVr$0R(4#LB zuS~&#SHoiOYtUP{n|za9-iAKup1l=Bs+p$zvHulSKyJ_x$J3__6XG-|-FxWCd*g(U zp9HxCz2n5SyY=P$6TAJp#sP5y>Hf+va^0FRJJOip#I{#@R-%&;G8cekrMzR~o8nhF zkTwnT1)3+=f>05ymS1C^>WGs*ZWVjVagi1LF_JDXb#sg3V|oIqhUGIB?DJ=*PlE0h zAZ%V@E5Ffs)~>gg1GT;+@DOynI`O8SiDo z@HqSgs$u)+4XqqFbJFFZDrsDxn-&xbdGk`1RM21KgjXLOKTB-umfhuA|H`vh#zANN z)NtiA6`H+Q*qRbF)~_^~*a!n?Tb^x^UhbYsvwa~;o1e#z_VxE%kz$j7LFgR1?4hjl z>7F0DKhjEfs|n=g=f|W;DoA5zfy;=mdNkpp_ltp!b*MvR?RBpd`KUeuR6{=BPn`yC zx`mM=QGZZ=ue%Sn@|A?sDS63(%j5u)aHf1gqavYkv>WNUk9@3J5T%o!v1nvH6E@v& zrouP&B+L;%GEQyLg~l#mtxx2^3Dc3GGydJ@TP#GRp^H5bv1YQ`3}(Bk<8;83V9cqkU#xxcASb>~GO1>u7x!+=A?7#V|9==mPmK#1-)BR)KM%EkF2_+H8ba*uWG<-TO$ z>00Ns22a6w2e_LCFK+&e%l`O|d3L-UAUO7Gd>92($)YyL30}PX5#G_n!4}+MNwj^h zao@7u)QT*C!g>odeqZNsqykPOviV_{}J=?mX;#Ad~|nff9{a!+Ce7WdXsmc{5Md@N0CWIedmkFAPV~V zQ`@s)ZiZ!!ve&P33|&nV*sNXaX|OH1JG^dnJd zW~ue&7plt3y+^fU+aXaOWuz`Issz(F3rJ7<6KCP-npMlM!4a54#XTQeP0shvM(EhRv)5#j{8`4zuum9ORM{ z4(0=S|FTWU?vuswr!SH2g5d$7?l{%RpW@HEB?bQFe+ZjB;t zT)qG|+G^g-rFMU}d_dn_FWi{k)Et>k%ayf)4ekue0sva}e!6nSkCF68?E(wJjppk8 z#f3@W9eRRc(qI^U&d0NQ@>lPW+t$`zcVmJ!f{QWg8ri}Xic(S{7~IgtqG&n$WVhf> z9GRPEN-8P^>%?-dqpIR>qUK*lb}5RGlao^$CZ*=&6xHtO(TDIqe<#(N7aRPdaBaKg z)UXe=XCcDk9Y@IO5ro7~l>yOA6>`UVnub(&wv7jgJrQ1P-{MEo&*xCXCFduowHQCp zo`9;0v!10+OnhV)#YJ`;7}v;?1swb#fmUK+d>HUzd7GszsvB5b zMN4Oy5>lqGWDJA_7Hq z059rLXcRV7-QW9UXa0`ud^4^wJ6u4ss1k6DULS0SUsxaR*mxcV8~~Lm^KXymw#B#4 z7sAUO$1P5efIMRnI{U;OJnTN*<0Sm`_mlVZ#m4MyX9)?VksMPpqWHJEXd~8koTjG6cubg^UYq8{-m+|ceijz`J|LhSw^?_dLZW! zUgtd&Yw-Jz7u`dNIivcM>Qgv8>@xc6Tj|)xpOH9kPKoam@@E(CA+uD=UDu@Dn<6jn z>mBb?%%*O8Z{Kf`rT&;UdvO7i`eby_Ud1?F=akjAp{@WgN(Ls8t-^2Il=U2nZhnLK z`Vr$JM0}1$`0?)^0T>eviFfvGZvt0i2dW>02EnAe@A?H__XO5>4t^U-Jn^A0js7nq z=^H+^m`||0%uRHLRiQ*PjC4$?8>DUX?arrz<1a7L(*#5G%b&>?)K=Fh(+Jj(bmHk( z%`bG$?E36~;tQP&O6LNARytqZcRuP_TZ|7;X)3xOsybRYTVUh9`8Bc|&)~2(_tZ+e za*K^o!R@jIW*!Kl?tjxSJ@tI%bVmNb>MKj2!g8ki>|h9}RrcM*RQ%@XJ`Zy7_!hkz zsn09Wq4FbG5l2M~yS|muJIF6#RS{eyEziP)6W&W!O6zpfg)v9cLMomq>XylRy(yp) z({a1k14KLb)I(#J+(QjbwD5%CG5PTF5#r(=Jy+4v1LW=ih5V%Cd{b+mIO8s-4gC?N z-Dbqz!IzVRwT?@1K`+!L{bQ;zKz zeLfGtChq^l8abmpIn^Qw_Ho5w3r7S^5gY+~s{?p!` zbiDkkZF*uIGaT+BLvb7aes@Zlz43t3LMDmgKr|R^MpDCLUOZW%dRatsK*Z_%sH4+0 z2T|kZR&Kg|^ITw}nYYn{k`0d&45d9%v>euyYH$cuD?AP?<0{Iie8$3K0k=`Kk?!qV zzR&o+WdgSLV*4VNC5b=hS^Z+)!DpG%A^n;BLZYRw2jPw9FP=|_WqcaL?nboRnu_lB z2g7EwTTqRoA;w0HZP+V0R%N;lT{UqDCS&NxwV|H((~g<)5b)bXnGKQ#O&ukXjZsgj zTuH@fFuo`Rw1<0suBfOe+~~d{e>&YbQ>ooJmF*(mb^tiOgO_JpE9J%uQVFlDzMSF- zM-2Zjy^b&Cg)aJ3RByLMyYc)R;pb20I8;8R4a@6IZ&d59HfNEzQXLLrO`zE2Jv?@5 ztmZA_iC^2Jha~cap7lU=&*wJ3AF16)Xj-}k{VZC+&Q#H z4&P_w$I@m^NVM%nSi`vHEDx%>nrkS!YXLb4C$7HH)z0e@MaN64et7}8*s)kjp(5Et zAYw@RNQ&!oyk{MM-lI@wRHg|9GA;R3ZAOU?c}dPsAKO^i48^}*LH1-}<1w|LY$X=w z^x02wL$ejP_4p6!rdhc-&)Wl-jEs!djviE{so@4GZ;WO}d3kHTEU-DaQ+#%esCxhN zY@GTTEjR2j*du{DR)#S$QgI?}07&?3Q4glJbRe5cgm0k+Dw*>~V5h|b%7`__cfW&q z{T_~g5ByNQ-2Afx^RC)ohU_VlcgrQ3!dsP>N=f7wV;F~vtT1b8J)(-^FaW@|ji1pm z8>@H3WtLWq>=soi36_^5EcdbB%gQ;&IBvbmh)n57By(^_Zb}Iko|~P0di98eMEXc+ z2#H`HZk}+$o&R=b%&FC!|#w(PGMkg!;F9 z!mA&}L=R8DeWw&WfamG?Ep+t0It{eCtNclD@*XzUDo2P%hD-iyUZL{#>R4CkMC z2$I1cbUaMayaJ!fXIA;vG&YXBbpqkwrGG3Tl-CQ?ciEMF_7lm z5Dm3NUe4ES0TAj-D?2w2Pl*KGmv;;E++o4DMK`7_F^~*sE$rr_>Cyc{tE9__-b%JR%?y1x7LQE810~93m}LwAZG%zqM;8^Ag#F z7(dRzLA2!9%<7RYAfMJBbZckajiY9<+#e-dU+EC^2ml&+3(^`U_W3{k$42hBKCG4> zx%Bu3E3@mDyRf3YtbFs|I-JSTn1TF`_sd>`0lA5K4>r%88w@|Dv*!n;@B_%{N45mp z9Cw>W@9g}H_|wIJVfGk%r$#jtv@)YLNytelyE9ZJFQ0y%mS#=28}zf?0&aL^Pk3!N z$ARd!g1Nwoovs<%sXNzkV%ft-3EUT)b zb(2!+2I^sK_-D~EF+-0TM^`rzSne6y4G$R7j+ofxUL~hwUCh2X6<+#dByxjTYwBtu ztBEB~fH)x|{xyyADE5sy>NAN83C-%NgCCVUo>7iE^oRK^O|HdkTL!4s{a0g zkCL*#Ztn&T)?YTLd=T1yP+|ja8TA@g(j^G7#iFN7nTV%lV*50e8;FxsD-s|NPOq;! zQgAbSiX?j((VxU6mo6So?ShLtlH%)oOE!_iuhtpyro}&;(na00me?(s`dM#z-~;L$ zrw;-&y$2v^cu$X0xmynoh#harD63tmy`JQ);H${&1JtS`!6^?p`PN%B$Q9%SeCA95 z1idV=Pmiy&CDN^S71M`18gxe7JeBo0B1W*QA zufn|D{ttV{oDketV_8__re}RjacPJuo%W-#)pu4Zr;FY}T`h%IE zX^%Ae?{Ht9y)uKy)#5JY?A+DjpH%)=MlZ+XsA!mlDSGpsb2$`BYpRZiMP$uB*3>M9 zw;ZS)u4V#D%3~(3citkEyK=3++T7-z$GXbI4h!U~d%bCSE0;N3?pSdFjH*!!YQ?{@ z!beO%^|jgEli3WIkm0MMaYb*G^t=RQ6Dz*zd6^L**QR~b(hS!qF3$qX${bXZ0l(-A z6dI)n(pGD3;Z@M_{Ae!ntjs?wNknwaZWTdsMq6P6SF^gDojw2P>@aIH-H<=p7N0G; za*+oEarJKk#T<5YAsBz%CleWniYXi`Bsd55;T4;G>w~ejkKYgtzlvG#H{_K+s}}&4 zNi?O6`%FbeO`#366`Sk}me?3AG+SSkEdS+#bY1Y58<|HUjRH> zr_~?eZ~XkL_jo%N?Wn*0q@a53fK6YQk~F2GTh72yPu%Y2R<`g1z(6p!vN`NEJ3R^` z=M@7Sf#KRWI#%P=U&MI$k=s2V1C_mY>N(d;1y33VoLdNjawjSb$(#&@qoZ3h9=QW~ z#KE*|y)^yvWnA}CdE77_)SSLIM}hhN9#r}faHxyoHw~b9q)~h`BoW?4w3h{Z@ zIQKqcMynNRsf%tx-#3xEUqZHtx6GYSTD;Hw`~(Ob7gr^(X10M0Cc3EqfJw3U%I)*r z%zl{ni6EQhunO^O0}it=!TGa;j>~g`AniwgRuMwX=#+=Kx9@TMWl#)Y-n_R1=2cuC z+uJ*)C4I!tE68I_Q)riC0x(@4Jth-Ne;fMjvATNtk*qo&Kfl@WPO9V4q16QR60>bq zGPNMdGq}znTuvwOsd@mzp3RblR^L1l$oT=&p5YBMfI}+ziK-%I976e~*DMkw-bSzB-7vqj6XLLNiB9|)S1Km1R1LC%O4cD7A};SqRVSd$Yb zCwHGP(yDJ)5#ukAJ#L_b9nqXO-IZ-{w=&AtJM$`qD?^OTZxs)%tx7qfWf~DEZOd8F z(WPi5Dd{M^F4jx03zCdZPL{S3`ADCH8c!F8Pvqqw zc%8S>-9o@a+fkk?#J4MOR5s?LsXHDS$b*94cuvo~zp{kXrA7c2quiw$Wazs94SK@6 zBvx)}vyNzl@Wn_P=MacI06BGr&oHE#!zHHv*id+O!Pbil<2SY7(-9(MVvQFQyVePx z4Aqe#5B$-8fS_m;CE?so0WfK;9_npK3Z+HNUanA#O*_BgxA=wgw`>0wus7|y8Pv3q z#Wsu_3U=86j3$=+34X}rWBMi*vIzyLZcQF10bf48sm^$(C-J$GDtbyXE&jOaMbot- z(wkHP&d$zRfnIpS;D!1@E-WU_7Z9xqb1|z)^eA|hH5;LGsiO1a)NXn2U0xo~#ZTsq zjCDUfYtC+k9j%Lvb90xw%nF}+o)Djxn)ZJ!(C4U{Lm44atPY)UW|nbX>Eko&=A zmz_!jA#bU~Hx(hF8z(3f)K`w6?)w-c?N|RBV-Z#o_eM$=vQ-_`EvICOdF=ComjT^B z%zN3nTkEnRBY0eV`My&${TdF^mF^}lep@)1>c}gz!yj);{(#fTcJtuU%K{bL^cKR$=brHEm9wIbSm5dn8_p5%BD z2Y)QLFkShf(8un|8$}bA871yAkYDT#c~&fzd+0<8NhiR-zyRlK50s-s)jK&d|Hx^`p_Z#d-%jeqoCN;SX{C$?xmm0SX)Iaj^(mF z5f8B7+@9ghrSCVqFRI-2!#b^vg_$>hNBI4-_4*Nku9Y#D{ZxKO(ZXWxgO}sQfmf{) zilwc6hT86Q7l~Bc)#0yoq2lC(izA|m%NwscEw0iURcjsc3u(YI%!ZD5efX1!?}92S%gG=51@4=cfP zGY@)v$Q&{52hX`Kdo3am<4U!DUVmnme|_`)p*VmtOy~-vC9(nZvUSt;14-tRfJ+Df zgaysxITE;d89L(;g)>Ny5kye;Zu_={j10&jD$#z(I=Cw_F>z{&le3MaPWT}^7DEaf zHeDJeS%&)B;Kob8qmyC-+<>3=WFXuQUOljvuTA^MO}DqX!4*eZFn4hG8#pM~(T-#0V$2|~hLmrHx8G%p=5>?$ynmrB*tQOHEc-0LWrB`9Dy50en7N(>#-%`7BVmWS*}@x@P~n$Muc= z{YQZt%`e&veqXa1` z(~Rs>bv?;JWyBm2Vsf0UYWlsp-m7LUHj8BaV1`3ajZ9a@p27rj z?tPN_p`7jPZ|usg#Q098j66LB;*MO`nr*1JoH&TD1n|%%8?5TACL3BIm%0A%|D&?O;l+p@WrN}>iG=B`NXLRSJQ z<;oS_gQ#?uwZwNHM6ERmXvQvAZ2%SPAeygIhxhofemgm?`VVO8Wdz^meHgKhyO5nR zj<|cds;~RZ-H8UjB!xS2r6*Td4R!Z#&3332YnmojSt5%O&eg%jD9Hggb*Vgz^HmSM zlyI-nR~tGqO@dfwr4Js(L_OYFkaN4KM7|p3z;xVk%j?lgf)}iLl0$Dt%fuWk;FT3l z8xvi`?B;KNIa-^Iox1hgYW~PkK3ESa=dzn~+@1kPl5&bkS1r!C!k!x&AA^XJ5U(Fr zFDlN1C0b%brAJn5x$*zSjyWIEo>nhue2`9nL}g@VYV;ip+j=P_Ov_43L&L}>1BwSN zfdPs?Gs`vGEYSlT>S5WYOrh%?&72psVVg_3dVdz3FAQXf~M4eF|d#r zR*pstnwL^c-?E0JV$9M?L=A%xQ(*5QR_?5~xqj%Gxisd+mN$$Ag8kz!Z;!yrdV#XLgH zu3!Se_fArs>fe+3A9wiQ6(eS}k5H~jCwtROni;5v?+ap_!=9<QT|h0BIwN@IQM@O z^WVOcaP*0OBY5MG;OuKnCkz3B0eZE zS|u_PjMNC93rKCn~rGD*`}icN+)Z8}>)l{9i6LW{i0IHl*yfvBf{V z0y8>WNXyMS$%^XAC!h}hK9DXhs}EE#SbO*rHf9|VIU^F}=wXkpcsr#VJ7YM<4KVx8prW3o(`pR38WQkY>S$lcsZ%mOwNgLbw*Wq>MZkIGC*u6im zpP+L0rf%1|yBfU44PM*PKv7pOwYg~KJpV}m-T^q!Suzk0V)hHb;Q%760kl$(^~{*P zl-}$HuTs2W5BizP0k6->waXR%0nHP5pEPq%qrK-NHcnKIF$MP7fM5JY`mbJ{0z10r z-0ORvmT#k0MVOe`+Xe@fnE2V*y=}|QH#fRGgdrYfcdM@VRYldO72&|X_7wrI8Xvz{ zf>(2Ug(f~^w%*-t7|hH|gX&-JrX;=XJ4m8Z3oV7Rg@(IUp8g7XV&HIr5rJhY40*vp ztlr;*KtI4o4`XFBnUh0poe$gkZC1*_Y8Wk1X+QchpWF6L55BSWB{ zKeOe>gU!t@GE-9WhOxFC_V3uNIph!Kw>4Z-w0JjZYQ==StCX!#uXo3yEn&?}wFuU? zZ3BhMq7s&XsV?Rb=uHMgv~%X|D=+zmPab^)=i7WCqT9VjORgpBk?9T9&nH>WPSxPG zMC5161nuud?}fjO5Ix&0J?|SGvzJ?Ss0gnmho>bG&m5_hO7G{L>_OG9_lbZu<)Q~7 zyU;y=Gz>e{-S&2<-QRkWAx?s?@YRZPIMA>bB_(%VW{@!GBiQdrcE9H>T^$8bN< zDuInOzzd@cDnKP_jBi&RTBKVAueU%|WeyOsBgLplan>@#oWZsO|5#<-L5*Tb_@Q(> zNaapu*ipqnmFhugoAtE_B~eGruADlhP22?)>2Ku0_}zz#9W1gmzj_p8gh(2T{a9SZ zqtI4s*F{vJMY3_{LH?E2P;t8Hl*+Cmpv=2IZJpp^ZN^P+;1hCM$pq8NR&mbN%87?> z#G;@x^4+`=bP#&8P>!isXV2!s+SvKK0&6RX>%j*|p4vsmX^sQ+uO~>KA}oe9 ze7a;Vl|{DG)!-Wd6-@~*TUAl}F8@uS3Vc*k;feOe=f|F>c*(CUy@#&=@S6;_m{Pt3 zB>zG!Dy{qAu~gVeiX}g8QDKa*x3=E)t;&#VRda!M0xAlhHZNUn64gvC9zxXitLCp- z=pt)6UZdXQ<+85PW21#=c3+Y;T^}1}bleBD4|`II39u-w&V#6>@k5ma)~a?ziVo&W zfw&KlJ$I*ZmMhx&&>aD|kwp!n;z!$=Y!C8O!wEn>8h!7%Nw4LOfii-e=Ga`TXuC&P z|2*fjprToK@Yc%wQ4M=NOg0@>h_+4OeDhlSI-(KZD^#Z~hVeh5p=8X4-G3PF6`vR% zqn@V~l``?-baJr1fsgq5r|XzG84~q86(Zx2IWSf4?9V&|<9nw%FNzV*<=O7$`K7ZH zY$`XQ6eBx&9j?!sI!-7L7N2D_{IWO_zwC@IF}XdqzFNIT^pmCN(goA?F?|rKc%VT4 zB2({(oYClTAg?1Bj9y3>L5hB5o`hl^{lF469_W&g-^YgPKyLKj&A&*$krX_&7KPIJ z2x1t7tcYBTmcGvd$l5&fux4CfH|Gm@ePd%(?xvZ{M4y#Z`7Wq$T{;m5UB5-E|d?nll+ zWN;l-zgrAHj^&g;;4{$SM!l!=Nb414@DaH(SAg-Xy-W84(5BrvkK1GU$2iupd;Z4) zU*Ej{(VQT#3^uZ>`n2}tZ&r-#c65^*BTmJ-Vm?I=Dy<;pDacwF&kJ~eDWDUI&|=0{ zmRE`4uTRaIOXUh38{3}`2|0lvb~@LTEo*Lu>93f7R)^ORj5vlS7TOuhlN1kv6VNmN zWh8ZPJ6h%9>r16P2xX32DP`5x2G?4WT;2N)+5mO7RLJ7uX?I6CTezGt!CQ7$Gj8KMIm?_sUwE*L4O zq)(?LK5k!cf7df$BUsL@%D&Zc$z5-ahR>M*{Fbd_p*9}#K@GRtLU%W7MghjZQXqMC zLc=S5rN%GJG{K>O3K=$@ydshv|3_PV0!w!_Oa9vzOaa%?`vY~#)=Kh?9Z#~inC_t- z9ro3c0#&36Efq2TZVw(j%e$HQcD}oJeX?z8LCyLF63g^myq>KN+le(i?7O+ou zwWh0Y(r$pP@lva=ju==>=7W?*=G)}BV%N+qfc8qba>+^Ipl0cLkMniljxUvxgwjFt z!e5{M-v3XMW57)@sq28OYS#tM-0?pS{-v&hfA^ZPe`S$>UF?6!7x)-G267nVvo}cv zf2HJ_od5O*NMt|QiBfp+nD^TLT&?rkar^5(5u0e}XVfU(4-40_|6f*fbv#!)C_x8g zJ@D6;-kJVW!oTPOgd2Hd*q;5}YJOYr-RD56Ris{Llj&~>`1KON9|j2D+`bX^PcuZ6 zspvquCnqi>`I;~O3E|FH>7H}4@4MF?*gdZHQwU# z`qys%-MV}}UFEq_^;nzJ5NVbgncvEe}2akN^u87P`O@TKMd#ZI5C*66nj&6EK1|5#D9S3)*XFHd43y}V>R0_jYH1�Fkd7>vERygZR5 zn`m|E^9^1ci!nl9UF3|=QuTz5^P@AU0m?BLxjg=NhXAxU6lm6s3S1mNoNT-liaadQ ztFPtg*}mLqIU0|6x}uTHQxS4do##kve5hG%TMA+|^(u8{WM?kylxv%?y}Lb?=^#$x zHS=<^)FCc2D`RXaPXC?NL^;FHQCAIPEK(lNF+EQ+OILk!!RXwz8Pry}wJxvvvi0s1 zrV6(Y1JTa@v^OeO*BhbAaW?f-73VYAwd4I?w2jZ=1FnV7&Z9X7qWO_ZR78GMwZCBj zklGfRhL5|J*0`qEgkWMZj*tnay>AQiTGSofG(Er@-c2c!KGB2HY!;rz4Utaz!q(9WZJdfK!_Sx{gYrGhd2U0l|_=lge|E?h6 zV?81KIGJokBTxx9d1Jj7~x~l^xG4I@^PA37_{H^`yKOFj2kAZY#yV@ z;g1(stjIZ^Bh|GhD+}e_o-k`yl&I;MKgwxMbncZTv+_~WeutNt{87np- z+l4TJNh9|cCN)-3S+a$NaoiTeIjNaonzeSh7omV=G?}b%$TlYLvX4p_9iH_tbyY}| z8gH}6t1cAVHyJH4xFx+iXvK#9MRTqdoQoxS z4@n%yd@j0I!8uc&Xwx`LUcFrufyg$C`gR$V-(0kQOJ!~I;Hk{7!QYiT_P@&?AbL6a zjYXl~mb)XCO#2clV%M5@>iC32gh?5YnJI~!vk8{31(OiMOyYb(X<*P=2(AW1fL|VM zV%~>3UA*xc~`~ZyFVZODR?hSw7?A-(?P; zH~0cG5t4P^yf1}O9U+F6KbytKcN~TjILzMR3b1u2xV`MbhFuQDvS@n^a?B%UE2xS~ zQyprZ$o-@e}SAdASNo{Vav-Jy11^2H{^@; zOefs*+6$}VlJYh(f4rLnG{Xe%w%kz)81!@bh2UO9#nD3iX}<@D&6bFEy@@U+=AegU zhg;LhN&>jC1_S!$ruOb3>JF@-+DTO7j0MN7siwC&o~gR7KW#0h zsv`^a>N$+Sr^gH2zk4lk*6BO0 zHsS1zYeFutDJ)#=CzDO_Ex{_?B0#$Kr-^_+>ahvKRaCoZ?~%>~-iDfmnfq z5i0_h5rqYZjp2e8hI%A64(Fnv0GEki;?05jkoyPy$PU3X^^L(ALt_Ln>~A9n0_v1s zf;hm;Vnlk6cG9!%z3lEz>mmr3h3AQN_{9L|F^i7nx^oLfWR@-2Z^LXZCKdaWs#)AVk59EkllkT|9@S`90bKjdvaDjv1Lf4j! z-wQLXmbubx71@oo|ldraj$HYm?rrC|y7}z|_*SK7ff{n~X2W z^BDrKUdC*a8UPW@y>?jMd~m~YA(Tp#koKH;#*6XmW(AyPto%p-bGz_8$@a-MtIEbW zG$7RL=W~xWiemqJ3f)2k?EG=dwT-)>;+xIb{vIzUb{7e|+1N*`&W|4JRf>fO@Ef28 z7G~WYf@K{RJhtm!qvOz5)0t=TFB^lOZiL#|_!Ybv;6Q?o!2E}YlS6wp#E$(pNC0z) zw-Y7bj4R1-#TIGsg(lQ?S){r?`A0ACe&=XF!|{C*L4!0?)QQW+RIaFFmHnkx=g=Z( zx99SmxA*SIL$EYOSn$~}ym~ik(*|}n4oqqfKHN&zw{G0Pt{kPZf*oPPW-pdkXwU1v z+5C`f#`Qky*hbu)3+sG}KD&~E#mMo0RzE(+c03^K!Dm3+T zThAS+be=v{*puqQJaoSk&rF_^nnHD(H1vqO2QZfYtcu_>r{){-CGSfqC;D8;aH+WBIZ3w|JCJS=cjro%AK zVYbKnlviPz$BADQwj<)JKqK=Nzl;kpT{qi*U~h}{ZM@tpgkpQE!!vTTUkj8>Jo@wU5j z>MimIqv_(DJzf1cnhtxu@g}_oy%M1Gs< z_tJZVSFjuRQ1QkfykXDp0UOkzgC+5&*^JlTkp5)RbRFU}QG9&wIRy$sANBCiV)u(Y zKWM7^M=5wG0PEB^8_sjq$}3UvF|vW69GmYx5aI(_Fir5F665pHW53o9H_uzdBG*xa zzu7jQK`bWCva8oGF4H$^dz@}M`{DS<9J;yk{hA$6l>~wuI3e@Ju(KtK4jQ(D!YasSN$bg4VhuW&)el;$2LZDq&w3&Qd}2xl!JW z3w39T7y{+WgrKOIO2(pUYNNXhTLSO(>@Lpyo<3Mo2?q?4!>Vc8o^t6CbC(yG*Rn(w zgsOkAlRlT}haL9`U)^f5vTN3{5~HX$v8q#LUa}AXSRcJCXm~30rioL`YN9c^{1M6G zO|f&-(W~3A;XVBKr{KuQpTg`fTq{#?_dkL>)4ORL04=B0*Z>lt>_0_9#*aB^$Hl=h z;xOKh*UNm{L{2zjPtYd?K}0CCL3*H;Uc<9h_L$;pP& zu}l@*4ut-jGTm6JCCulJex^+3hMaodp%|jc1RtXw(Xq9!zzDuYF9-_`@h?P_y+N*l zvZg`fR-;3{A!YnIW*28|V50X)X0r|s;r?HA8H8Pylx=+FxFqh_iwm`5kn5q0#n!dXDw7$B7&-KR*Z+Z5+ zO)8h$xZx)j^)D?e-Fi&)%n>*nKT&yEW$${Y(XlQh?R`FB9tY{AC-Q;D**nV4&tMR8 z&f7m1jZr5-$so1HRcqr5-GPYW#$C0sEhnnta&>(#j!SM8Q^n-(nP7$@*!W5S=FH0F zg**yCJbivCaCV)_Q7A8JD4Ic(&E$n5Z+_KH3w)r|yS|h3Q?O6v1*yXt~;4^7*tZ!*g85pJB6pS=W z_rKqAA_+B-#eP0Cmp!O!p`hgZPU~e9rq%v(AqN~I+~s8b`%necbFNYwE@$u^>3Fns zl?oPeBKW%dvq0hSY2~AqwJ@je+_n! zbzNf4AvT`lJkFabt*=v&+i-ZL&E=H9&h0{Oa;~y&UqN6FTsdu8V+|f3F1VXC!YeyB zSk-`J=LOs!@*59rx@(S6+^#zxB4kaLf=3Mco%)kbQlr%@zr##m1?h$%_@qe={o@Te zS)fvAz0s1`m;w z+tSjCy@?$=W`ZQVr`P@5&-?soopa>;*7vi%kQ-auMZ+&9#b?2D(99CZG<+|d;C**2 z??m3*$2rfdJF^GrHRe`U>Y!DkUv@RGb&-mc>+_n6YQYycE-xc>_=cm3M`dtU4Z57_ zo!Vtabro8KIrI7%Ul=_3X*_6pedR}Y1P9C9H))y5A3&Y5U4emMBbItJ>Q*v3UdX>> z>uKC9H{SB6*{MrtD=SQ&ZAV#IbJiuAak8(z)3x60W`7-`DnEGsU=Vf$%mTsYC=N93 zG`zD%D|;*xPRYJXVg4IOHJi zF`n0&;9)y0RBd#k!a_5^Vfr89ozGn)Mq$yqA+Vp=09!3m_7s`bJ#Vd%moJX!ybnG8 z+VUuXX<;m&kHV)_b&0s+eKomauo?Hn!cRD~ojg1@04 zgou|6Y~s5{5yDW%-t{?(@!D}S4vuWj^TP?9I-fsNYv%X^$eFmwve+(@eLE2iS^iIH zE9ZXw?E=dK#93dgnUjn6SH>a@oEd&N0aGjGZa2*t-HmCsL2VOolkg$r+I9{wYUqP% z$9@vSgZK|7cuUR_{O4S$@xoWg}XLo3+T5CAEG8XOjHb3)ArXf+Q1zM zULEKn5%yR43~VFSh?7+V--SLa9#h8G6Gp8?6sz0S} z2D6w>$Rl9=HBf zabS?WH=&4-_MEuZe4KrtN-pZpinFx^e52yN#{&&Sx4~d+u&R6|Yv$nrRU0EPN3KwS zr*^~{XQbAWPZw+JG9ngZuCuJt5Z6GFq_<4R&s_GWJJsrs@DZUv3hi%3{GcO$;wTE? z3?;}4AFasS({W>(+@Z7?Q;i1|MeqM`BH6WcSSwV>4HkhgH|VB#*^5=)^l972#t@&G z-G!IFs@aV@pI!)rTY$_1|4LbTXqj-sHNDurqfvc} ziezccS&2d%K=C7@-iUC{-7v-SVp-x0c&qkljx59c-l*{B-pIPVsejsch`;;%^Y+YaQ)T`mb>U<(>u93+RIw(|RCD8TMvSrlNS%5ZSErm|Dd zgX?m4y)Vt(CM2wv46JHN^xi-WM~?eYCkgb)_L=aY;X}E$OR=ZkR$;aa$!|Btif&$n zGhK7t9gs(Z;`Fxskf#~XZL<> z=6%N-T@R|x)+DEWYz3%j*INo2%2cpX_fj=msx$>!Ri`s}{U#ug_$&5vq~&+Fti(5_ zQJzXQnSNZgfc@KN;CDs?1z7oR7L_!Wu>fOs(bBIw+4=9v9w=62Lo|-zA&Iok^Q`{# z;_;$orklraUrGxH=8spt6Yv6CS?KEj5HssmnM7nq#6Sr<)t(p_CRVvrpy9GGN1YV- zTg+LZc6Jk@#SdBad^Og?j~(DyA$QGz((u9YdUQK`71{Tk23+r10DG5c=3NatV2_?a zoShbAjlFYgAMyo;Q-20XmFq(^_@w?zf;y`^(9qOp>W^LUic@qDX@`JdqZXy{TCa2_ z_Zf68G40;0wK>N}linerxW?H{C$k&WzcDG#M>E*T@0Hxoej2nnqN2S)K0hyG+R5o$ zp}LOsK1Oxb{TmkRw%!7s)K}M>bC9s#anyupg!g@!RTeN&Vsn}A>{+GSzY@J1x%zU` z7g8z;g^Fq{)a|G3?e&w=*hx7J`*Pj5O09FLJ-u0DnE2eM;h!J1OPapz*)b|ktH$9{ zXmwMDUxO%04y*sWUA&YFOl3rv>t?xcY@T+E0w$-p9vz2CVYu?=$BG% z4E>x(@iBjIlv#SosbRqmA|`tr#C(WqISpxD%VUa5$E!n3!EQf0Zf2;*IuxYlN-t3K zz>AcTHffOW(BNLYc(-QnSZvunKe;0&O*tipU&RkN?|$8uZ=fsGlCD-XXx{8M-X1eX zG5Vh?w9W|>>Bn|Q%2qr$JBlq&*S6@jx8;i7wyw-jr}uGc-sZN)(QB%Yo*r&{YtL)B zoyY88CqZybrH-O;lbZsqzIJ!EBfKon-Zs+RUOw`o-AK(x11vqA2fvffYKoMLa>6f% zM6gCpVSYKJq*%t={Gd2RvE1O?t0GF-uBb)7W$Z1=G>uBG7G`!|X#4nn((WApa&U=p zffL-jaRRG3AFpA%EYa$mQ>uF+amr}hHj&?5>7Z9xkDI8RzIxJ?Qz&FuH6p+#vyj&l z#btb0A7~aLC>}n)Gu!;quwo5YiRoKRvZ(Jt)8742de3h{_f6zh9;6-;_$Qzrt!Q*C}Xku zE2ey`%E}e;2!jD~j}9^F4!sR^?>g^KFYv6e-5I^4qb5As;B#bTTn`UKWaJxhX#^KV z$P4I~UtWLZUO9g7+i5IMrRPafF?#!lN`kj8QK}C=^{2PcHNT+UVYK+iWtNaZQG1Nr zUUp_0o0xVNS;{B>p4C!VeUn@?@wdUJa?|EHapy_v&m9JhkEsOR*N6Dp@wkGvKfq(2 z_MSv$Syx}w1d~1_KuWi+vd9D8@!#zYnnvS#CF4oGk-SHqpK*#hkVn~9F4@$8pVG^F zzh#=q*LQ($gcunXFX@ym0%TO^6^}}m@vrwV{|W>6A({R(33$S%?}0MGhwD@K&^uKh zJ7d1!TdGlo_H(7l1jE!8VIy|^3I;+vG&1#>)HciwmY1*Rtc-1)BUS=PS$smuD(tli zSCRvEy*M@F*){zNjO4Oym4SDAo9%(VM(f<54*?{4SU|(bNk$LwtpaM?$#U7|GQb%)HbSh;u2ThLy;kB~;N^p}P6T`DbZlDr_MV!TFDO^R^!neVwb%;B?O5te9u04F{q{NJa9DX@>5*ReCr%cq z3F)uqSt+v_MLlldkSgt*HM(zK@C_t6Qs5c=B~KiW8$_p6Of4g^r+0>J-dS)-=;5Cq zF&_C|N%o$5FWP-b?FyYuO}~VId`^Y zHjEcOIw=+2neaP($PwF3Eq?5+TO4fwpyc-~`=!$rwlJ~gS03TLPW}pgc*8oxKs1F8 zK72g^5A{pmI_l)Nuq!{eg)(eN?0(Yt)+MGjf=XES{(PFmM&}e3x%H2CW~lEmBG0)P zF49#}wszW(3v9%bzfqECP%{d)Y%$rJBI;9sx5R+5ehQ z7Wy$c&P3IA{M@TEUvgZK%jO@ESxc`c>S~DcE;D0OMw?s?;jChXddWsfDhYNtx-WzY z%e+5cU9sIWt7+@}J6uoNTtJc3B+Y~M5`RP1I-u?anN+NwQ&Gu@IlRU6m;j>YmMEYh z;IK}-`WeY_KUzGwsHJ-jC|`$XgtX=}P2eB}n=kYX`l zyG_e8jcH3~7etEstMd8iLoq6THocap`sfa>ZBrko;dDsRmx4c|;hI!w`y}#>=X9r? zaMifQtEiQ{<7V8xBdT(6+C!F|*JhmpB4!rIgU_Jk$oj5JZ|gJ)`6Ba9zd{vfZ*iZz z=b5?n_;iG4&#a!1kGLJ+rA_+YRz_oQx2WRoFWk5saFd&gS?-xV-h^G$BVe50Y%TU< z>WeW>swR)Mk0GY;Nrf!1HvYa<7`ud1HeZh4V-a1~<1ijYqMs8-^B^%ni!ieq`>xD4 z#woOwjDOaCK3(U#!au!18B)~7^~ZPgg#jj-y}VuOQoZz~ zt0UKfa+yW{q&}+z5IGNG^NY`8i(_dZvH)84Um%8GTTWmVv|x1oA4d<1Q{jM8$e?MAr76o=;wlXBqB!4J-xb7}8&TB3EI3}7?Hn(`T~ zYY&;`C}D%YA~S5w{TStLCB$=&xmGi(+R16N-ehXX(F;?s<&dsp?EFsmTszq&oy)|l zv(a4hKsOq5=ahsc`&xyOk>>~hn2wWr{~k;49(7^PZAGnpm&v4`AEUBe1183;Mhd58 zKNe)P5_f3KvhB>1emXA54@-d?$It721m>Kb^s;lR%1j5A)rAl}@E1~zom=~Bb`?6C ztR|yYIT`p4F?(dz`J$0_d~K*k%CT9KLoj(oScB+(N=Mu<;H1M*R2zBB&&xxXBE!V{ z`-}y6q4hTK5lhbkbq?7t&7rf4;m%Ag9O*ef+Q4pR+4Je1n1g4lCF8-BehHl4%f`*) z+C7^+wwcU~ttijdmNdFf5~83(xt=m|wrz}X@ft><&(LRj-;DBC0_;jp@`!Gh9!4_m`3 z?lLr8_i^F9aA)Pcx1I;@O1_Sp*b&L3!uv*gTrZ1gDgR10V_v??r6JAu9=M;3U*RXz zd_!Fq%P*$l3@1%(eoL+{HLmY3Xt_0n^-Oyn?pFv363ptsXkZz+HY}!{gZ+?dZ51}7 z#bV+g20ALPS#DMi8S;A;zoKjM5bDdPy63(zLI<-?Xn#!88sm4WAK&^p@u}h{)m36w ze&OiR4?e9&32Sw)j>|LCC&-{aR4b}&LmMJDE7HHib#%jw#y9QZgG(=MLD_leKtMN~ zxkz;bG>_#Hj;zF;&)b-fX6fgWP7T17ifvwqMkTwvjqiKHq0BkLZO_E7@Y>5cr=qN7 z)&yQa;45OtOX;?;+@xV1UyZB1d>iVvdYjolkRf_u&7QcUkrs=6uHvXiW&pV)*OJ=! zufIPt>0+@>%Wocf8-xgk=Tk^%1jW?%gtBSJHkYlORkc-n) z%Va&lC+X5C9m&4D?RQPFmRhGY;`AW)-t&UM@eMsp+-eDp`0@NwGwviP&4y=)>en9$ z(@ppA%}@vVl;fFN`@}q(T&R9PzIi}N7RplNNH4SL=N+(l47vUMq{Qap)HVExAfwq3 zRj)E~X5q{`5qSyZ#XH<~ zP=*S5^Nzc#%Qyf5tTz5ZOwVK1$z=rL4QDaQhGAk6nRxZB4*G76-1T@azFwFJ>}c{Y zqgH=@q{vufx>CY79i+EScT0~ObQBrRB3zFnZH~Y2dmVS3d&6@CU95p=u`MAWIo&ps zE#mBq$V&pKsA}-p`sHb$PfYrDpb6WW_O&nE&yhYpHH6en;5B1b4HO8YZ_C9``T{SwJ!%zG#>>fP9QDM8mO`EoXo_t0dHiL zd2U`o$kLDtVhig-Pj1Ogpb0=MWNF>&P!-UOC);i&Y@2(s9rG(n^3vysyewkI%9Ly6 z4BLF7V_)F{%CLE+i@gr`B#3L<)_5A9E#KH5u!NX((cQ7Io0!TXo%~?Xu?iyw%Ziv{ zIXQ5MMBF;ZL6EgiExHY1?K>k_8-w$q+v_}Y^}my=2k_pItogpH87^g2#&7Tv8}y%{ zkw!7-)0hZ`-v_F&^Mf892Y~o)LB3&>H{Otrb6M9wc=xLK*X`deC9kMMMtd}SIsABl zL6gg@**&NNd;0wb7t7rIxI(Wu0GdB%UvzbU>AO%+E|8rcOf`rLl@)C%*IE=a^?dax zcabbR>9o0Rh;ME>c#jm;>(;kAk;I@xSsuT2kOpCxpZ9Z!KQwtjoEjBz?tNu4-SfQ~ zzeA61A7$BJb00f$?#x$^sw6wPGWu%ms%DD`=?*?sRAUWvZr)z~Sk5x5Uxa~`cGEE= zmyF0R{Q|&M{~(5At=EA#s6H1JsgSSs?`EzX-zz%%Ym`A=p2p6Fi!Pi~UF z@Nt>)o0;{JbDAq_EJKEEryJ~?hbK*H2ZFNUw}cPk_YEfX+Nw-T=H08#ZMYm#7X)Ou zp(zGdteVtZrgvn{2?h>Z_Rc;Itwh7qX)G1{SXf8x}pAs8lnAKi<7Nts+~JE<(XukyBz*rFFTekl6znZS$wL z9duU8SoOG?URY*awAKV`NH|U6M#c@!|0;M5rQ4mvC-!8}8A3;By6a4(J*PvC*k7I( z+?}%i!v-DDNc|$V#(<{I`Ek4V!eOv*1RbRbn_s$=drG9Yqc5$8mTeqRfctc(FBLUg z)N_$buRN9Z+@cGNXL}Yw4b5psZV;(hu2dU2Wgo8eTDs-i(E6u|p$w)C22?&d;!Bz!V3;8rkmq78Bs zjW+mvtETF^PE`phUSIQ;1Krg6CS@z#B^~{A09F-nfUIc7%Ri<2Jl1i{<9aJ-C^yl> zt<4?pz|8g*&_WvG8`>3X&J&4^gF+IfEWJVeq9a5c!tyUl*}Bnbnl7WWNSX0RF>fk6 zpHS1y87J?x_Jty0yXZHIu%Q#$+XL9zY0Jl7vPSFf9GN4c5ApGNbb>%1n16*$&1X#| zUEXHTCQZ{0o?nD#8~6i6oTfGftX~%ApN)!Q#UVqBJfdyVT7MIbj$RrugS&Yi^_teit8ElsL<$B)L zW4`qhg;HZ%d_7QF{UDbL|C;bqM#*APsa5P_d#;zPxb=TATV2x)8#eHbc;6jiXx8Ma zDEKmuWTL-B{m4a1@1tAZyWL#i`N}RGvbv7yC3?ReA-rraR$%%oH}Gt^5f$k-jaxnnNXQB&a(q z`aDrDHt#GvMMSS#K=>9p9Y_1HMD7JOiG*812i-6;(kuL>Vs+G59iigIe8iB&nA#ag zJ&}}%taXy5@qUQohHOjl+3+rZ!I1b+y~UB#olE> zzZUvSd6WpEV;L{T33Gxs*!CyxT;cgXbp$eFF^o+&S|MaP>)cErpW?3? zdUV=~Cbv9W?Puci1*L-fgdd2Xhv7>HXf8X**$}1q zN>P+rS-1wtuD0;^++K`rBE;t&1z0}h-=j+LgG|uI9#4j-RY~~xPW!of^C;yfyIZ_A zc@Y=sl=N6ttW?8{96B`23CSBJQ;C9xc4gCbHN;k7y_6%~aI{}Farz!aw$Xjs;+_(= zT-y1nRqA`xa8;{#tH=-EZ+$QM>>(pe4K+R0Wp)Ecs_39hP-PKKTFvgKL}jhAPZmf- zo9LzZG$;4ux~v1g^touW<<3^M)(B;n6ji4-+guy8;p!v=QjLXpNyb$*0buKXbnWwL zfeje5TRh8}2oQ#=24?gyWD}vZ{h~HT=NF~yS&Q#%W##I>db7hGc0oV+Yqo3Nuxx>H z0pGmDqm}OzuVmHzhrq}6h|B1lgRC9drjUpRIwk$}3f_6emAbe^S%EZ_EA$j*KBR|? z4P&pI6@?}69Wc*ekvuIweMZKyA)-f3D*wx_l|)nD7ah^s8xYU!_^jn*GiWWn%$m~8 z!c7=6?sI&JjA-}HuGHEc`&65t2<4Xb8C8E}tv9-|b*Vk>i2 zdIsxSjNYF>?a$<29F3!TJ3c+_JNF{lpIK=pTOs@%M{5D|B{A=P=?pc`Dx|9~r*bv; zUgj^r44X@UHeF2t8Qwypa3he>QnL+O_IdPaG$Y>bvy8wn(w(V=R1stV$Au zy1pmj-}2<7$mwz{lz}ei4n43FAYD`lbd}O_Tub&~deY=FoUkiF&bf>-f>+*9b~;`L zAO$y<(J7wjnzCAZi3toKU72q2E@7PVsKB4y@o}P}U@j2bQel zUpwB24>8}7_3=u|g!TyBK|mmU!f_*8KGu_N_b*56$&pAM6TcvT(`Wxb!Em}l6jX`% z`MKWfImd~~_e%a$%Jomkj$@%3jD=wg_%L!aJj#>H>W%3NtP8**UK-)rU_R+jt`%iQ zskBDx*p?re&1w7Bv&9W<5DNL;F8iXDGv^~F^0#QRNLF^ATUV0pE{d);r*B0w!tISEN$m!s*KlCus46D${uL5$XdPi$`MqWVr35z zMp9p5_G;}=Da#ljb^4%-b;oyRy(w!3F-N|X{W~nZ2@3V=u$fkA6IQN~)045& z%w2hym#_MQ{{gIn#oF#iZ50x0xf0|6^?}FF^Qv1n2cS)d4#Fq4nLH5|Jc8js2{MB| z{n_^1g3{jYY-w`225Dddclk+o2igKWnLQ;nzP>TT_C02Gsj&zo zfY*ItCdm}Dz1ZhAn-Iqp`DI2=&O*B_zil3v~Y~2$*$eo z`u*T_8druienx0@f%K2u5bbxau(E*A^Hj`PCwzAa5+b`fTCGTX*f^yVZt!Zj_d6GP z*Z{^$TT+qG=*E(70N4$6^cQ~BXbg|?5f zAFur<(BKElhxu4VDh-q2p`n+4QFZz#v+a*nT+LRq;89A$Pvl&%osoZeCbKE+TJA|8 zBk1#4+&Qckqv%*`Gob~^{q<7-_QW~a=JIU-&CtNNTH?G}E1gWGj1`56?)fM$a0vp! zs3bK^cmVeZCPns;GUX?dGt|^qUdJVvvIx_ejK16Eaa|3@H7dHcO6}~C$G`RU-nTY* zaXwkB7akkoj*K#+&X*@sgBt4}sXpYtUHpu)rxM)!>a%~csH_;+d& zFJ&aY=p8^>!}ztbt71}UP3wH~Y-HAMh@85uPYwE{PXaCxDe1#M1?=CAccS&?OZ7SU zW6k2e=2utC@UXfR!SG3I z^`YA5jb0tB1QnWHy%tG_Zyl+g=}t{5*`|bYNZ0fsj!&=*)qv{Cp37UZp1E!6iL;(V z2(tP&11@y4ytP;KZXF{E&RCOz!-*Ja!03H#5Z1&;6h3)jE8X!Ncy^V$)#_p}(j z8?YTAIu%kiv?=cJ6Y@nH*!5vMd^fjw%vQAwXT^!wZNQ`Bd!Jj>vRDt2mv8@Ww*FaJ zE|#SdZJ0tHz3uE$t`$x+gv3-*SUJc+jh#zc~R& z=_eZYoF~7((GmK?qJQU?)S|pts7(q$40?!NT^TUKG^8FPdzwQxtHN*yZ#^S8 zq96@(zSCrUD&%~`sma{(%(8ex;cU|raYH-Jw&&Sf!;0Diils*?iJ@_Is3;DbaTE7O zNW{szBGlD8BFAZ@=JQhtL`6FYPpmM~OlE=;iQwSF#S>571;%Z1?gKkOTOpw#?P-0x z^zriwj@i(^`pyd%_o!ZszAfwKeKRbFt?X2Xb=%lr%U%z>GigCDxwgEnJR2J}FneuP zryI3d0`dMi+=kyhjHiE5mpaKAcQBS)|8ndeRen?x)}wibGO%W!sF`A0ZXwimC;z6zfL3n z-kSr(?e{>}Bz{urd>(#5otQ*Lx5vqj1NDmJyrZu*s$C>-8JV)ghe^4;h2g@;p&~a% zckQbJ)L{LN^>f#_-++_$zS59NcLinH9nS(3&eA5^V%jW}X3zW*`8F2<>w}L>r*;bZ z5~i_c{UtdCQ0K|26F#E;Y->mc=Mp)K1j&(C6Lz0tZAqMqaHg9 zs~UO!=;n`@uRG)d#AE&k{yQaoqq`>vw(9i^+wG!)jQV;E3~aft_4+y0tfYI@xB1;s4^fL3&G3vZ!nHJmNC2r>gTs*J1i2x;?e!a(0xSY!_e z3ctvE^iG>;`|fEoewxFDYem}(l&l+mkaFL+Rz-txAqwUDC3l@-tLEDGCo*m*nYgc5 znSbp|s&t+JK+%`+6jbb+DryAV9seH6eh}chTon;Mfmy-B#;fKERAgPNZ(WE!kZT$( z8TXPSg8KINw`(Xz+E&J$Q^kEuXL!~@@=t4nYVgOXBut>%+%`|W8AN%_$Jj9_2hB$&H5 z9Ex`I1Ti_C4|BmSAU?++4SJ0DrOT}=9OR_&?&-~?xvKKEeI2drruLl!z#Ns@UKT^j zJjC-8vSXh5WQdYgipD|4%@q$*m!AG-+hZC~7R_@|!&FWKD#=^T^8w~Of7opSroJbx ztiZiwDepDY$S`_1r2Oa^syL_F=Z_D-xQ3~vpTY}S0IOT)7y0=+?MgDHM8GA6UltXf zsLB)A%4b*f35z*s5wElvvK_cRAX2E}r=f1JSaY&F8o-4=t= z^gHex-mob4FN^<7#k1Axz%y~}UmW!XZJ~HeuefdYr)hnN>FRnqAQu~!S`)b7ZknfU z;@)~kPb;0!MY=;fpj==AuehO_K=hL?}q&)wl6R7r}sqsf{z7*PIi zA8!8iPc*gs^S(EX`P5H`Bu{iho7SJeORsjeX~>WRY*4?hSV^Rc%bv+mT~Q1)AO-_mql}CN*%v*Pe4KZgX30Rj$voxFlGV|-+wcaPEV%Raj+hcd! za{2msMYwIRWdSHlA$-+5uZ7!LeOy=Fq9(C=;C4PYFA6ZivOmvk*VunXZ#a1C`12;_ zY)9js#lU)<-gSiV_F2L*TkUh?(IZy&53@~q1b6or`4o|AJy6H`jnk92w}L)@e2l~L zhUs|YZUTlT{|%uhi;MK%Zs%477atvNMs#)GKWdb*8{xp%@|x+xjLUd(KB-bG2`ivN1H z$ih|8+19ZRkmBCns6UM!H#f56gS2+@fg`O+Wog*fjy9w^zo$FC-=*Y8V-35cOzp9BqBZX1t@Dpw@89 zvDmoD^?+jQliNQ5tA7iBNB@^mMT)t|mRIQ_4;YUcp+c(V+Z3ynWr9(XQyKkFaqZ`i zhly|LVIDjC@<>dXE=; zH0VM0t4x4m-FYfh)Fzl>I5Jfni~CH?z;!Z2#yexk)@P2DVBZrJ#)-$mv-?3dW^Zwn3o+QW^4~1q3z2V^q zPEY&3BLV(5|06Ei@9{pHgx&n)#TLO==|*PUxx<%vMmKnL%~S-abxZVNA>5mFC-1h+ z(H{mThFdmrAr#qm%0fn%K(`F&4wty+&P60?Y7wReMs6KYOk2dlX<&CH`V1n!i<{;; z;Ay?7{O2S#JlbzJJi$GM^W-Uww&kTUeP(J7t|A*wvaJ4rtljhu?E0Zy;~vjpyez=0 zOI?--k>k7jpZMS}GZ%ZQa}*fdWr6|!A~M8}(P}WPwLe+H*<2~Pyt4*q)ERQ+v4Yn0 z0)>=OW4@#94L5)wSx_+yj?-I(V$KbDk7@_{lDDQ>n+N>3;;$Jm`8U!v4f>UetjE_K zZB5SZv=Tgwu{_t=ymSnU0?NK7KGpGfP+Rz{u($D*;~%4V`dJoo%12Bn^cM0e$Mke4 zV4D2QT=Mb_Ydo%r6T{~6-zQK*a*;W_0`1k*uC?za>>h!l!^Jy1|LQA~E}D{zv?g6@GC%%`S;_wqr1!Kw~t(8LfWu{rf-9w%t|@T<3@#rm%9qrT@7z0>E*?HAi`b$ zOX02gD#FtGpWYHQSbBr_ZhG=uh2!@@eW=u zDO7v(`N+L^tQBf7oLGLd4*JfT_IU59S^O1s$uRGM&y1)T0S{RDD1 z3$-Xt74G{BE21*oYXR010%*Y}#v}O$9Pvq?$3IsiDx=5mBUN6Td|)wqA``*Po1{zu z=BG$ExGIf1mBv3EL_d&8Ed%8Gx=y4vDDE?~K6|HLgaLN)m1fE50lvGfE$JXm>F`1!Mfn5c%Ta&~=T14&LY-A(Lf7z)>lStVqs^+m$5$aK5?a=Rrp-P5)je}a z1fToc58P?&edE6?1%68PD~@qd50HC-8bykJIzM z2cbMs2uV_Yr#+1KKi(;RMLB_iS}A#XL4ZxcibYKa>s>gKiGc(Lxvu^uO!q)Pk4I+h z;QqOeB?d!2qq5W99jprN_jpto%PvAFz#A4!dYJFR*MOqB%%A(j_Xs+&F;dRqWMFi} zETA8}CASgy;>kdzG+$2tRbh$jk@;Hk*#=K{yX538FY@|t3jxFI?RWyA(t_uhE)t(5 zn0z|UA?-1Fd^uKT9&Z6r`1n&N7{B*xe7^*3GS}0C{|lXL@PCQ-{vM~LSd_3-`;04B zC!H7(ap;A3Jm`q^I;nW0BU6Si=-WP$n5*KR;{vQtl7ba)7YujJ&aj)Dx2rn?Ev18| zM|+s_Y%d-%Xt1HIyFM7rb%du`^ zZ*Gpm^monU@kA%aCasRBi|I>ZYIb(D<~4NMl!Hdw#TKdaSb-+ccqUTcq}aj8fnDZ< zpV}VbpMZA2?Yd={wE@k1D~(XocI+E-#HSeh%Gf(SulE`-VAycyw;dMqNP$e32<`0! zxI4{s7$jOBJF>1o=d@}1o0!XV2AYcfn)xY80pBr99YJr_>f!TibRm~?8I0bf_3o!tvt9c{ z3sk_tm!5G=aC5({quXX{{=`OMIxUdNEB?>vGsdD@2z_gLm|k$cBm)`z3OM~QUDSI# zuUNt<+<1Jk8M|Zb7*`Ng@>z}RAzj^|!J8CL$VBK@P~kH<(>XQD{D0-;K(VCR(F-X4 zEH@<_stA~K-qL=q(@r`2oqF6fv}5l4UA~PaaYD+cqKKPWbV&3?iZa9RwxcnoJ|OUQ z)OXWiK++~y@2+vZQ~mgy*Dy~ne#$)~UY$ZzOHPA@QE;fYU(5`9?3@D;SMxLbc-Gj~ zb&&SO$FyXY#XBUx21#s2otfOM!a5vXt}q0h)H8M*K)MnyEr#Ep?@P(BMBS>uV zH28dG4qwFqINa!0p8t(X8Ggn6KRESe-&NZ(BwpmJ5dGy|hv7OkrINB>Cacjnyzf^U zebTnG@Fdvm&P|aSpi7&mWsPyohp<)&$Je~L+(S&$Sj1`fuqr)3gA(6tF7B( zK%)zryvV&bCR7{U;#56_Exkao;RwVr;>US1YER7GE3k$zU8o&HUyk~2i421|SdnDB z_nR}0KE9-l2qTcB>RCa)A8AhqF||XxT?e6)KroD#gEUf6e zaMOndzMHYVXqhFfloZznkYS zYq8AH9!_mf(mW*aiqc%)<`$WN(Q2%_qkPRoaV*`8BO|6@Mn2=gtJIeXCWk8ffT1RX6 zPwpTc4lZL|<1vdat_}sIsUV*4(G_e*(=k&Ho+gEO9q^ zmaVdio=|1b0;CnN%F*4@)Xxw=-ChWErrE-sdyP^$B}`lqR{5He@LusMSEW=&mun`? zLE-N)$qX}Dqhyc1KjWuzcKNM)-LHfxCA+)5@f23U)427K&C_L!5~>W^u3=Ya@7a>} zg9>y{T%yzt`Ce4!pAP`QoDtxPOrOjtVc6Hh0h0Wj)_GR=Gd?L;lZJX;!Rb3^SH?R{ zBC4gW65D}v!?shoVYAzOMq*!2drO>;->pB^5kKb65O@D#<8r+CjS%t)LdA2y??Cf! ztB?!+FR0>#6iR;6+mmHX4})2*(C3BIH*2^!J7XWUw(ZW#CTx-?rg5s(5|}iA`@~$C z)P3;_g?HRK-7LRKuWVHBWVrl?us-`OZaXi*=6C9LCx}0Ba-y2Xb_JeK)9bdEnFq*K zxi68@iZ!(J?^+e>6fxvo5bhi6tfrj9=Cv}_WOrl)YGp(nYU@p(TqqIAIG;UfH z5U=s+mZEnw%TFF-mQSpe%ek+vk}A(&X$-R+_pkX~xD@B-yV`QffA;&=BL)a`n}hlG zeTq_T(5nE>Z}(qF3jAjCiBs|X8T{}xb3}zK3;119^%_@9oAE>R!fnN8AeApmzHQGx zEp?BYj8&+#_N#s`zl|f(L*U!DH4tUw2)k{Jk8wMDgMZ&|rSt)Vmneo8=OAEV6u?Qk|x|Q+B92F^6h#3tM`;9X&M(>!bFd~pgvlH zHW%Nv$)t)jI^+ryOzmBwy@Y5l16fZG1}e8=kAZ@zY}WBe??z5gW+F>$eyPmd0cdp+L};3DVGgnHA^ zlk{Cm0iW_FzrA2b&h$2*8m%7)^%`{;geH6~2^T03h}MH}3itQwPJTW-SOWe1NN7#W z{O!dZ=jFnb;`MB5GJbCUqhI&7S7Q!_6^g62y#8ymtmQ1F4(Myur(_u3(?;;~aTMU^ z&r^n%#Y*i|x(pWku2$uR^YITo7oGWlvZ_+&n|+igdh^EO+CY}f<5WGhGDpYdrIoU( zJ*!U_dPMr;B#hW_F=pFoFq{6Z8ZB(R<3_4AzhUr0A~LToK=caid{0rgE>*5S zMnZ>WS0uImYIO=`oHby(Ybe2*OwA zl6echSnDaLwsj+A4UJWYh67!1v0>~{^iA&*nl^WdH@^l|#3n;e_c0>vX+K+VZPR=Y z0#!_1uZ^jh_y`G(_}1mQ!OxE-au^4c;pY#MucGyIW8#pP>FDNfEV>@wHhCQ*Brihq zrg>!VUQe3krI?6+_CXqbcOLbmUo!f&#|@Cm&p%G4MkhbK${%ChM|@s;_sky{e(&Vv zsv2Q9D5ExG`>N8f55wFnQ9m&~LCG#|Rr5?XUebzXLS-9bZ_F%~aZN3+lM`B6MljV! zoBAc_qLSmIS7Vdon4Y}r--OR(BefAaeSHEWSUWxmAwxf>rHE%Yu071VMM?P^!8uNV zK!vuJ=6?^SoRJl%6QRD#3(m!U4=&e?q|}l}6Na72P9p63fO*u${-tBJ8P^oQd}Jmv znJ$3RMJX29zS*euRa9gN4i5hG(fNT*tj17?$m(>_K1Xj7O$6(`zZ2(wCe)KRRMsD1 zRz;Q()c<}{oKAP7?sh`Nm2{t#{bkF4NHy*mSm8ZtUcsMwa?tBGxrldjMGmN?M2;sddvB3}X4!=+S+NO+9B}&gZzW4t7h>15od|1!T zm;>z-_U89PoI=`P;!laZh@2G~RAb_lXaX{E{HnKOT!(?Tth-CHxwo}I#@F#RJl-R| z^PM1Su*&Z8Z`ffa*YF&f2GDwvz`oi$;zvH#KdgBi#?6e3txS^BUU`-yu$@HPJho*>Z&QrYXGk5in`3IFpk0Iz3^PKjFjq_Qp&Pf!iu;n89L z&-%WJ@v+BvDz)bZExXx|NvTP2MX>yL`36>OAKKfHDX?sJgw~7yUDf|P9=G^4H9w~G zeRwuldZz71U(fQNuE)N=^ z4LZ7(LBmIk90C9C8?vNjqBq=P3A2-46YSa5e~ zSOjU@JwSrHLvV``2!uu&ch}%RZyW+NZr{vWd!MuKIqUAb@Bfcq^XaB-jxnm< zdh4yKzdmz`1^w3NxrX2HKYpjW)H5F1w*|PEtABaEhYG@IKGMnV4dDA9{`$l}4{>YO z6UX@ICh6RNJ=Xtn!vFq~LlN`QFK$H-kq>zPZ4CbYU;pJ%4#D5A5i zRPNAM4Dzta2Ov;>9tun;q$aKi&RQ-~q!^1_&CSoQG8wlwtaS|hJS1=zCr$Z-_U(~| zDw%JYFLZCgKP*B2V?=Vo%!8Ra{)nTuMpYi}ib0V-TS7U?S~#mY>VBJ(x-*Cu!GG|T z6avK6U2ygm5Hby?RI2e>()#PIt)nC{}1o*53~GFDD{s;i5o>HBRu48pDS`tj`c5y=KlU<%_NUVGt(2cC#kkW>C%iqT9a!pJ)|uZs2DD z0T9qL6QX}aNdJEC(CejD6l%x3-`?8F#sLG_qr!ZftY8@>HA~rN9nv4i!pOo2RLG0{ z$JXmM^Bmz2p5Je`N-W+w^cJ&B(+pzJ`38!IhbMQQPiMFq@+5^t4|KP!S!LF2H3YGNDFuTd#jn;w(Yw_ON zfC-LiAwJv3$sZ=0%bXouQiXQbJC!+5yWg{z3K0l~Gr@qf&rnZtnwD(jdwtSzxehbhs3dM1b!C zZ~d5D;Q57q{=H>W(-ZAi=`lj*T7LYrSDFtkUL|zjDvk@3Q9aZlTNyX_^Us-i&LXn+Gs zlAWZ27_om2d6;|QqW*%K?K3dYe9KjpESW__k~rpswvD(Wdn2zT9fmn<;4#5;B>#zb zI~C)sUrt`dw^vw8Ru%lN!q||>(~A@oLCTut{Vb5U9FI)h*Mu9?;#%1H>7GAikmQL( z{P7qg7ncU+V)vVkp))7Gbo7Ekhb+xL5+`vr9OBsM!ZZk$`{xkc+}(abrhx2o1f!=C8nWeIB=D#^kpx0XOaxvuV`~!NR5DuW90LxPx+vDiKu|c1^`4%Zo8%*{&rSTA1c1 zCwN~Y2tcZs4@SXk`uxnvHSKMBdSj;+&ku$k4LWOfwmA?tLT3eay65M=Jij=PA8H}8 z>Ny0bt>v?R(0?dU1)$a>ud_6l|G*-&ni789W%VYY%AL#1)o2aGn0ouJR$az|fpS$m zh7f<{t1T@VxOKG{hvlny!mF$B(XEw=CuCF#Jy=dj%QEHLm3c)X6G@yK^@Un0KDJLT zE-zI`K?J-`<`CUd0*iL6jV^m|?b6o1eXKk>E3I(wuLFX>x$lOhj_pk*G}_w5>Y*IHvq>j*`LJ**y` zENzLgeMz`RV?tA(R?Z4ria_M%zHXTwO|3q~hc6NF5AM1&wrzxn{7I#iZG08S>0Sw zaKD=Bt3o*sDVH8LEK^zeklbT{CBQC>85Q&%DlhT`KU@>dSc{sJAt2z7;gu=xT66g& zWxrsBpL4kC{5o)k#oQsAMVr_{J@QCjzG7n}2}K)2m;15L3x-T87RFaw2zj0$EFAxb zWN=vd2FmF!t7y#GU3PVsN6j2Id2(@jqv4zbFDRt29Qm$W>1ddsSB(h%gbx;kc@re1 zp$`&rGl-4=;Dm!i+|wYO<>03kz7Tf0S?ES#D~&cj31P4==wqzlTb-alAKX>=sC6-= zAL^6T`X#950t`hg6l3C zQ^WJcS&arOO>7Da9kkFydafI)ESJIf2CMhj@y{dob^+XVKkzdQJ$B{IcgCc?_APxg z#rtOcO6f)KD>Pf zo}ZVTtv<-;?PbcmE!9bp+}dK?{`?@5flZ8b4OO&v-IiHg{6$FcOI8+nj8HT1ca6p* zn{CZoGpCa?J;R_|BYI^vbC$ATXuZC9t#$k81;qTOmd(jgvWk2FfFZf z6k?IowQwa4Mf%--n;+EfuB@(B)Ap#j{I=WP)sV#(%PzqtiH23ph!GXI=Inw1B4q{-XNN6-mBL?cf$Vg^! zB+#xnU1$AyIgGzKDOn}~qtn&JQBlY8Q||(I^!s-&V*6Bz4O8-aUt@yKT@2x5YlCgV zYBTcamTTVX%7Z#9?bF6S7Z#Nyz1d;TBtw}G*vj0JD)6M7mJ~=3ll2-{G+1n~6|UFt zSF)YdiseJH@%dvN>jucekgf?iczRc#O|3$lzyM4>%M*-CE5S92{!_fyX~NMs)IWfo zH7>CrC~-|tH#Zu@yynKoSEa@ex@T1!(;_3%BLTjD-QNs6wQ{`)Fg{uvy?cl^`fy&vXdP}MGlFI;!8E=s8#;3o zYY%z=vQ(880%bYUXM{>HyrF6}n@-T15sWJmH&cT5Lj!knt3oPc-SirU=w>5L54SdM z<-e)XM@VqV!J_=+9OL_NpIY16YA)XNo!wRYZLrgA)26+Mb7*guWHa9-6RIZZKTsu$ zw%#VslMg!jL-Q%_-MJGoT?)rM|Hx90By~J1o;G{3z?wY&!~Kej| z7}o;JN)m`a_NSgML;$6|72nb*?tQjS zp5pG}lD>F@d>S1aYa5p{Z)ItjHI^HC5&Y1l~`nhU6$g{!WtT*~B|Bgzo?Jh>5%F_?b++ssVX_@rah4IPxwbz)&58$Fm-Tn0V2Tp;vo zF&aHwl~JI3@x@P>YHJ(+58k%7hG{KO2n{C$;FcjJzDCkX~ zhkG8fE*`~jcf44Pea^_jlO&if7to!bdDp?XyL% z@JA1cFqwWzm8fvo9i=k}GDenHaBmebPmR@AF$+42y7oW*WwIA#I~94u#LAkvC+t3^ zJ?lPN^6DzTK1VD24_;tU2CoH-q*%8CUNT)7II0%KVlFqzzSCW{SyMP)GsT%x?El<; zuZaNVTZF7^7xvi81XMAHthsxvqLOf`$x2wl6b3#j(zrq2p)O^zM7OQY2rZ{VvD-w3 zie^yY7E9uX+}|+_txpKQhOzY_SkiuOa)f5W#e>eE^F7(I^wSGahZ6-cz({B-c zCbBAN*cfmYVNua`v$m|4+PoG|Bm0Go4#YCJFkylj9Bc=)ZDO3NkCW)Sy!#iiY-YKe zVn$_f1Vh73xdgw{mE%(~s>FL$h6&^x_pKVTxo8=x%2&C4F_6obG*fzf|AKLuP`2s% zRSm}YuRCc)^js0qdBNK60&$iPEW9Ea_ra*lp#&P72B$3!ta|v#W4uxo%sNMoj~HOe zZc!zM0RvJ!qs5FMF+Bl&HFgV%qY*Q!a^A!+Am8H@SABTeByP#zIRY318*Ni4#I5@PlmB*WwcwZK8#qgN-Afx4SD?4@kT< zau~*#*(=R#>)ify(={EqegA_P`I9aQ%x8Nh@#68a1Q3Qf9Px1%OxI)fLgmT zlkLIJ-fVfZ@Ox+z-=le&vBiEHwp1iuh+xgK929phDG%?n=T%2TeA`|==>0}6g|GJp3dbfCVkE|AatV)&>Tyt_4^jiH&BjlHP0T;RjKPDzdGFIPpe2G_ zRh1i2y<5mN8}dkF0IXT!pw`R0_GZA?bMybI!d zcX+j!-QRy<&V3``%o2NPUux1ndRmlhf8d*T5D{H)HH%X^D$j10gN?sW?vx+lXFl&M zxIh3FDdK{{wwew^juhGK5F*qNQcBM-fz@-j{#u;B^H$F|B+&H)3kH=KIZbbaYEHw` z)g)i1ORQ~)B|SE*f7BE2vz8mvr^$Qdk$!?#tfBj=Yuc~Za_H8CsoR{Fmx@vb= zrdmns!uFe0M4U3IkZli~)MXUJo>GZ)PKVW7wO#XQTC=L)9;>Yd?8A0eOJCos?YX{(TJkIpIY7ewmn@)Q== z(;ak8A1W*qf4G<7KNQIP9ez8NrYZj!ej9rP_V!wPtxwc!p|+k&YLUSxw!h~qfNGK7 zFvxz+Bi1(lLZf3RKAV)b0j2B&#Ft3H+R z8;Io%{H7{CxYE$)&@HA1mdI8E@8zc#O31jdW;D8ew9wWijd|bz`^bzYs3+`E0>3@I z?(@n1K;U~OyofZ*sLTzsx2dI_dyJnEwJ4#i&zt5@x}=EiyR?&96GaW7C`Yf=!2OfWY|y zg{~M!tM&~oL#L{YHkYTT_wd5~uKc3L&&UBKK8$P25INe1e@xmbMiFWsBeNXI%A{vf zy@O7{0&;kGolnbqFMF8_F3_jk3Z%m~vwT*(>t%7f7=eY<*5`}XfaKii_%AM9n` z!@rDFkj*I$eMR@oJTEM6orOK8Z~Ew`;f>W=Kn!vce~^P$T+I)dG2oY$QynPO;Ppa` z4KD8;&wiCX08P=?Kdl2_8H%MCoEFF5w-?fU6y6-22&Sh*5O6--O$xg$mNIM`#7Kb%!XACr@Q+xK`~G~4O($dT_iG@hlB@c#=M@1v`!pEsRB z(@Q<}RU?rz4>kr;GtqGe9UT?<5kuuw$;)c`ghgq00W=PcL`18w=W}$QUiV!=)c2Pg zA2Z5~jjC;SQt*$gNZ~M2i-i{w87(=RxK&ylpy4}SeCi$2A}y||tqg0vb_TI_$Ms2Y zIgvE@6T39>tkF8cqy#3ys%rQJ*crzKYLBCuaE6~ zc>8``H(f8Ei4G1|`b-nvE8OfK!Fy%vEmaIy5}%Ebx?(lP-K z%XGL!^Q$zUaGt4s&6=G<9|bW=r^()vs|}k%82KtTctFx(CznUx65>{R9+Ln{lDO~R z|BxBiEkQ1QdursByfAW zCSb^|_tT{qFv%yFvK^kCQ1j#8{#q(xyL5)>ZE-MG(VNz*gr6n%X>*i>j+e9QKPyzZ6mJ;&S?qj+c2i=>#u1i&}eyt4}x761P?qq;6oR3Rrr=gIrj1m;LYx(bbos!WN4(&brj0@u5bAL zdyHc-(wWZ~g?6)^pJqJoFr0gM^FKWs(rxfxBL!n`#B;91*;?(SU8`Hj+S5@yA;-w6 z2aI3NB~|D7pZn7IT|o4(*Htos<^z&FSWkh=(0q-m->ntAUvL$e*UiM1jx=8_eD=oV zjfTqSac;KdXUR7pe03TS=9a#i8oKDwFa9mVeHmK+;jxNAFjiY2%Lor#c|17_QL)-0%PdzqLbJKKoIqtl#5&O^bw3bPjMmuV z&wMRZT)10OCw}yNEK5^+YFPNdPd1c`+mg*fXfz=c=(jwCnq26L+d3`s-Tma7b^??8 z)^vd+8O+hNeNsff<>yelZ|$`^0-CsuvK7&bV$qj(AsO?(IU+z2gKk~j-K>;VIYIY( zI8&=E(WGQ3rc~}$`u3QXazDv$!)#Vk<=7x3t&rdB-%O?V2=X|+s&hqSMRJ+@5j|otvGGS$BlqQ>g+)8fHg7zn`yrL@az7bNOJg=~ zifh$#{mNog;i#GPk-0tPYO;Bs*clQhwZim{r)D%HNNup3TQ=ly#K*@g&sO^aoTUkb z5XXXr(HPcN655mdsn43f2?Ygj50**okNA{S4-ZV-LqA8~5ySsnpeo_=lDzQ8~l-$pZ^|c3r2aH7US^ZDXqgLzpa7fl>LlsRn-YXr#(BB zjfH6)mD7m^-7*+tjw==Ws->bL>sI9^-A2H5^VzL%6Pd{O<>6`MMn=Z-&G1==oIT-F zQqVQfk~#@Zrq}n&B-;do?xgCCkn@@VrI>T{)tuG1S&xeAVpEO!>54+8F(lqb7AiVx&Y)B3oLXE-j_ovG?I1t50n%ST0Yu`l~DAWtM@C^V75VR*V z&OKOV;CpKAfiJTwEf!UY!Om0sCDlwzGLyWCQ~G_`OObYzESdG53|{4Cc?T>Zxv?yEi}?6m5rGj5Wk8oEfuysA^0_w~@QjgkU-} zRc2=r(&5?R1MRYcirhz~% zsHaPbUP|g6IeG$Hm6(1?jazE2%eQ#bgqg0u*8nwNaF0b0+3+?&_zu5cQ8~+O`dC1C z%+Z|Q<}4yHu@IYOdw)Os`5?+rSF;qo_6NhW){p)Wb2SSKen?bPH7;eJxUm|RfLZI1 zx-wK=xOt&n)idS^5vAE<)Mgox!DU;-g6Arx8+>Rb>@E6Vlzl6@^U7Ulu>raD4qqm& zNPg1E>b|f;_S)LZ7%^uN9kt$kAXJ;tn+?;7ie-Ad6KJjX>Q$3hJF|maw(_XK`F&OQ z)8~WePtvIpuNW8w1HXU&Sh7jF^dw7fXNCV#Eu~wHLO#`0SLQ^%oB|flHCFAnXFWIr zZ__rxohah-^|MmqV_jEMf-_3@idiYjiBWFcE14)n91^oj`h}B+PJ;F(A9ux77az_E z{RWY;^pr^v$&!BU#69ep+t+4~(j5 z?&A5Lvf+6gzM*PY4;PXK3;MM$IsSd-y_Fsf>kpmYc>4!+#wuxdj^aUeF?IE|qu(zo zG>oN9-+og4^`05@-Bgx@$k52mF1YvY^J$sun?}ZHc{SK1NzY1#nZU>-d%XK3i_uF? z@UCiC{HU<7m*oQx`o)EpDh8rfdA*oB4_2SRd_M&^9)pF`hs*GWf}HSRMlXR!Juw+Hf4oS(|DHBe zo^~;njH07WR?;k5L|}F3xuFpuh!#fje2kBqFGveEOoRwHYSx)lNR*jOj^~s&JHRqw z_f@ZUQD=O|{X=7lN9Df7LF7H69*!qeoe>QO6}d?4Hl$DFh> zo*pV%->{{dopm!mGW|;;3d(dYydKV_RZ)Xj=Fcs6Mk!HkT_L5|2JqIH@`@Pi7P;Px zG;t$0+#gOzmz(q5*FYlTsXCTY0zZQ;=2Fsfkvcqi8y&QAe(t6A(Bh4aQ0~~IJb{v zh{ogg)vu`=e5<}y67<0rORi{8kHs@euj9QlT&+6SamU5cWE=b1P_egX#0jFp1EVbe zOl+qSvSFegAV`>)nfasPM@arp9&>(COpvvXE&8rm+D~cqInu9Q8|yrkAqVf{d?#UX?SW|1havyS2{k3MH1_(vUk7asF)`$A!4*a{GsV{#dad zpYTm>1|v$ik>h9XXH~uQc!~?+>_#aA@nK=|JY?oe!bgGX$jEZV%K%8c4AULkctoy!CmqyJsHBOpK%o$&29uZ|2( zR+>d&*7c=(@`~sxw6kH?s564R0F3w?0#}Y2Ta`43nF}9fU9C#5M%@wO`_X)!R!Xlc zS>3QAy4{)#*Hkxe&ZV6Wca94Fk8eDFP{!PtNF|(&Y&Cw1pOLn#TvS`yq@WpDB(-mp z7<*qzX{xC!lvC_OpJ)fE;uw`IN1tUi;nMTKmq#?yuQiaggGZSJK_ioNHC+BA2wfs| z`S8n&sw>zW^rB9qq8fS#{zV7PVWk&JYU#q|SHNFCP^OcGHD)gw+7>L<%!HkmSG%X$ z+&FF6YUG2zM)kMxi*5`tdtlKgoN@Awz}Qt`n;MHx3$3q?B3?@C&3tt-qbD?N+q zSeas-4LjTL0u7Yik^MT797EXna$g}f`djf_1*HxeZVo4X^bB-r;%V!xApi|Cx$(&_ zCYd!?t|Wc7%i-vR^*KuzA&~`n7;0$iU?`RUBUI$Ws1?(sa?Wbkaehka+mQqs0EEgn z06BmhyP-*anZ5g4Mpj$81p?Yq8;YkMJ|UCWJy2IWTw5Z?DtdrOoU6Ys8{)UhZh^S#y6sZaqT2qob4DpTpw^ z=gQ_`B6r)LI-mcg7YOWQe-`*6Hb|A_M5$T$n6t;n#LCdFzRvj3UR_9ijNQ3j_o$fa z>^E~!LWAc}6RSy#t1vTPB(f|Aij3t?M&d41pGt7)TV0Hca z!MbavUMR9W@@&qHVjw=*o{z~eaVTLnBLn_;S^*AUVdUX?YcRWstp5)2I~PnAY@ZHM zm;v|^!H1pB<8@7!wDaGpjWz_%Gn;&C!3e%5Sf^OEFFzZ^Yoq4|)$%0xsC@Nm1SC<# z*;;Iw=6l5CGe^!gdpfATUSAnXlbqSA(=wW~Hej5Ww5bXFw$~4}fofv~gKIn%soAP( zk}Hm$s4FV6T4Y%-1$+}bTCc2HPN(Lv7-Z2)YWm7&Q1)T0iT+SiQj#%n;EV9{=SfsP zONM&Uf~mc|Lr#~*?0Ss?QEIi|6p)bw*Mj-p@0E%0@By&t|5}%S;n@OvXqGh4pla0; z3FCB?IZdeR)bZVimu1p;$G_#qaboChCwQn!q{pU)M7rG03mQZrqkZEtlU{|n;FMd{ zzMBP4-S-SNYb$Hc1Uk_#HoPE;DKfr*?xAS(N^mY4UmCV*UC2y@cL95qE>%gm!Gx0L? zzo(P_`6&JS0CmjkFq!@Z38mm$&}KC(P}Ym64jt;-}L6Bp)dT)&(YG;Q+&1q9&lc!+vL!Y!+1aI zjE^&O8`Zx3J`+xupO?3O12%m*T~sKm$w>8HH{ec?Z|y1T2xd%E9dAs1qfn(12Huye z%FSslwd-=mi?6j+I*QmU7xwP&#MyoYLxx-9JhN z{x0PMAbUrvKt`fpG?J8$Q5EaN33tkgdH?JMAj-Tqift0Ns$x%NW%h$*;I<+a3aeT0 z5fwd#w&bL>ipy8L7W&gm38AYWgXBoeKSB70%B!E5#0QBh$ zsdR1~^5iBt)5A6LzR1YO1x5ORoOFU8H|AtCqN21VqS|gz>UGk9 z95UwYtwHA;^}wWwX+hW`b@$JQf9rt%D;UzkQn(CAC1SvNA?BGrk~Tj-zojs(>$Q~5 zV0ln76qZ795FB>lvUTfyz)^&Bef@ZEt||gMR8GSxs%G&fAbgE7GkF%8AG9I@QXh z?76eahxeWn_3V+1ovsb5WT8cUBVBP;cXpn;-M)?~eV%x@_@Gvpzu6VU=bUWz#8HcZ zU$4%Y(TsgCD|+oE+Z2f`9^MxXFC+`-Y&Xki(0Zb;rAv>3lr$?s>^5k!$WY0tY-H`g z!ORs={hZmp%OyeVVmW%+c-?b68O!bq_>pPd`mxM1Hk+6j;5GiB6*FndHC0nuOFs1rH}pDIUL z>;}HQy^TkaO!idLW6r4pc&j)82@l%yF`gv`Ua4MBO#LcM#>Z}(DpaB;s0!3!mp-6w zc6;lI@7`k|5RvkBms+pJJ)6ma_j;|{n+S;9k6)tth9df$oW6dv+F9-wxpX$m8QOuI z$vx@`aC#IXa7Nw>$q;Kk)w$Iv$3hkYHUJ#c-4m` zF*bW=#a2t+rCh_k@V>#Q5(Gt)JqvVPx6!Mx76c}&bH;-euNWd2R!HOfSNSc1tp1%( zKzk?<(b~;zKRCue5f$tM&#ljy9A@5oS%5%1O=j&`<$CP(s%FOF8Y;26_ zu_Uh?@g1mHzufoxqZ4SrH%YS|PWy9XY^a$$a+)F3XqHy|&DaFRi)XF=AC7=bgbp|4-c#kf6HcGvpa&tJ!+CLlFLNSc1< z{ABX~g+l(PN>?IW-N>9BPw%U)Y7X_zENuipNY%i|sNBh9A_f|&k zZPTwgh!rpBMm9>EVhoUMJbAkAP!m{={IjMnl9v_AJ=K$5N)3)sX=d1p?xwk0o z%#G81;XJAq)RDQ@O-xHczswA-oe$=9`{E5+Q^mTZ9lSn9JS+F^8a(eYw1?Wr^;a}B zoJ7QP>QPhuPSHC45m>D6;TW)HZ@u2~UN4c`f@Hq6ExgPCyE}oen=T~lTE)Twq1Qh# zp@|t=yUB%+ePk{r#p`zFN>MEIg}WUSgh{4Yfiiadg}yiM5per!yaLrRxku~YRYhO= zcv=@{>#z%w1GH@X92Cq>`I6_cFMLngw1rl-XUt@6N6Ey5d-lY#z3MIVm4v~i>j9pr z`BMbh+Qvp#8y(H!(@kx@NE0U%XAY$6?Y^)xM7D=@%$Tb9;CG$XvEak$(PP3amOwj) z#tSjfSTZNZe$Nr_gjRDRjm`ogzN16wI}q$Wf} znyu^n#H7vlpXlK49b-<(Z*vqDd)P_l(YI2h;6|v!MF1nA@&#aGrcFtUBqpGP{4jiT zwjg0MRg@KlnY(#1Z~$mOE>L?Psk9}8we1aZjiOVo*AH;p#GHe6DQXt-xP*PqM=VhL z-jI>snh!e+1Jfnzh`;#(Omq-IdN@6!}C{j^S3m&lY;O!A08)5Ed=Se8>cRc^axxId*b~!mY zss!}j!rxnP5m!`FR!nCuHIPwNef(isPB5(^@~%_vTfk(aAjPXUD+=(aTZA?Iz2(&Y z4S4tX=_S06xC-dtND>+F!K|-*>rjTSVu<(&DXH;W`%2-}y{IDZj4QgfGGsY(3_@E) z7~xs3QCL#4PH4d@-3BRFcm&dfeSm0BMXqO7x+$&cuyt|fd@*UP37-RvB%uMvv&$Bt zuKp3-sb9>~>CKB4BRSbm>Rk#lGP$oOn{UPNudOqWuN&ATMD>2dF0*T~3)jNS8$|hQ zU_47!!+zuYiWl?|UOwGI^hczTCxTwr<%)kF&iof_&iVLzO~C?hb&~tZ`u26|Y5U$x ze=1{vK0cOZjJ$B!7=F#xq^Yj%P}!S$je_Q(`gJwEc8Ujv#tLHk#*e3rJcxaPI^_|# z8O4@@uHgJx@qwzMRN%54>ihRMm(xS38pnpd6U3;thEhlR;B=w{wO*jl*bULmn$ewP z43G{O<#j=36?!htA4S$T-Bc%TLQ>wooM&k675$iu9*i!Fw6nISN(lG=?I{(g(RzN3 z{2czF>*@7H+6`qXmMr3#VD89A3Pk*TSD*)BDfU)&+1iHQeH?oUiWH38F3qZ~%Brf2 zy!=(9$Vg#$4BK;&{x>~Rc1W~^g~4R+tutWEhTUvgC@K(7t;Ff1zzl_9aT*ygRE9xd zwL__#YD#&!sqO5HE+zdgzcn;4FkQ{2ytuc(x?p)!kx-T<{uN8r*n2vfB(sI-im?~8 zv_D7R5Q)Y1IfdzhlVX$woFQ5Aum)ppvJwH4m|cs#o3LzZSuH9D_5=A_fbx+?wl6|Y za4FZ|MtUT9$qi>PMWIXlmZ{I-;p66%PBsy%^CPPe&KC;*Ga2$<>-Sf3sTW(ow>84F zIKL#HatuFD$UEq{fJ^JTz01a+8X9zfm312m3H5s`rOp zxYV!if7JN!iID9TaKegG7KS90^{$S`TF9N8cOflzly2({NqIv43j)mVSrDoIddVWE z$Hx;|lF*wC2Ke%vIAg? zADx|fgkH`pX9x3OSe|J?b_JDo`Xe|WXlaS}%W_7;}v4e45jDW~bp(52MF@nexr zKTs70u`d%^Qlm-8uumhS5<0*?XzZ4QJhvxNsr~QCKEOaO$G{-zkNE5PTgyIhS961+ z*HnAqrv7hH4Fr}1cr`V1&Z5cPP^mhZaJB7S+xm6nj^)5MF_ZdBaB6_$U-IOT$6t$h z;BCdlRr8kbt>E+Tf(co8dk8D+u7DneH0zD^t`c}^pErNY?aor)#>KL}QZO{2>Q6AY zNj0T7-9;2ZnQhQ~Q9T>dXi%=3LUxZ~dMX!F)7s?|^&A^TLz%NZXjZSf_1KzL5Ol3d z6J1v!v8n4#eN)fTPt~i|v9aLtil_OwS{nkbUBd!z<;xEZIu4G}@896*;^7S$HM;N| zU?ek&%KIjH$}c{rq0z7s9>bM@e<{qJ5~x71OnqNp@fuJ-Z0rKs8Lw+Ds{hDfU7y4+ zDi?@SPlLj#MAI+9#Kf;RugXj$$4tKi_0sLGH_1QV#TzVq2WI@h-R68Zinq5+7>*{2 zO+SCjxq;rDnrv_Fr{~^n2wDRq*zaaUmyt)L%-Ss3Kqre&%}zUCCW{FFVhx_4A9=6^ z^-0tHTGX`Bmz1OdEx5X1rr~^$qWi|h!V@RL{$O45OO-l3CE1T%HmzQ5V z<7a|`2LSZG^^LvdGQscaBXn#*6qMi4ps$}?KVNBe|7J6lD!WJur#tw*UXfij3ReC4 zz^{joHh?kN2&Zo_nj#)nSH*hZt8jSe6dfIH`~+jPzpVxETzr&J)z;~cVe%!c1_G(b zf#l-y`JT%v^Pw_V=fm3zX@ z*E4)hf3Ix%C&FtTfBO3@^i<WNZfyA{ z1qKfgMqJb#hbLNf9MNeJ>^QJD%6-JAbKf_hOI{;PwzH$We64o6g4wIy z_remj_JROhMo>ABo0~g)3FJ%1^Pgur+g7=qplY5PuCBHq0MV*MPY>3U)-DGCC?+#9 z=X%umD5Uxvb$kj_DjzDH`xaY4h2K&$T3xlZjb|-<;QuSX_tDn(gZIcmSnjNSg9Ikr z>bR%4DdMr6emJu`GI|a*~k=DKx-NEDP0YXKj4AVi$HY^BQ32CX3=JD-;Fc=!rPSl zp;;oD>>%Mdn**mbq(!Q))jngz*naaB-{;kP4<%b8VtnB-LVvERY?J$#^i0*xy$L7x ztnfjl_#!<;J62F&XjJa9YVs|CrWW+!ZB} zftUa>b-G20Z{T2zHu;CGy*;UxrB=h9Po{P*Kg5PFY01j%H_}*o22ni>`uXbG^(CJd zLq*Q!`YL^|*ak17GZwlgCV5pGrb39;RTQz zuADQoRCfIY#YN9GKRFnT$5&5ua=`%>UlSgVkAHr+28npQ{@v6Zkd=p%x9C1mc=uoA z*x%6<#&Xy{-9K~(J~?PQ=0X^3QjC!VvnJ_Kj(s;t%FnNhKZSJj_WRa4JLa z$0>Khj!%y=5Vxm1o^NX@kWs?QB9|O?i)D$ugDII;%_lEzj-Emp1a%qcSZ}WpPdBRu z4)QJ_$SB0+y`&D^_)6yvHDFd4^k#QMxnL<--@ZQF$ER@%pfg2}<{>Hs7N0(?mcO1d z@{ZB_h>|Ej?}qVUkzVeu@-uQ6zqpFTP-*JQX3Mgh`!;B)Z~gqwRzUXxIdNnkz$>mj zUZrMBlK=r#PMYy*>mX;TYZAARNoqfy6@XZHTBi>U3=A};d&0w)6`)AuR8C!e{jeJT z_4(~;M4p=Jqc{m{ew3bSdg3dyAAACKoa?&MUs&zF$~iqP z+jAg`-d)vXMvQtuE=X7hdb9#XGV!#+A2SwiC=5iddgM4|vj5!;|8Fz*Q>Jz6zF#>B z>$jn9JA*<~3Z1%By-;}u2D)MWQm8VJou}X&!kaQu^uNCGAIns})-gke+ls$Vr)Hvv zFg=K*4;1k~-;0v&lUo{&t+`X$DX9%qB1y^tK`ua-3#-tT*5?k^b~ftAmv6nt)LX9D zfqHC8ul_diyQ3)otkm1tJ1q%`$D9>{Hp4#79v&N9j12jO4f-*pR~ryA3mmQ)jz2kx zfL1!ptRHHkh=lC}$Y2Q#nKoPe68AD#k_b_0(_H{pGkK)4i9>ug%>98M&Ms9lvf12-G$dc5yt%g7>Zkq<;Fu z(axj455z0oSMfj#t+ar9{s|pq{>>|A8t=x?W^I?_lCvuu3wvQupAy4eA z1TB)p=DQBUt}uN6p%waj>!V=HfIWjV7G#ROX7yZQn%<1CV=x1$P9g}^l#2hnr!yjadAGolmM;WH`ny$?3jR|YZ z-S@B)c$s4+i*!p2Db{bqi4Zx_XDbmJm5H6fN>O(9mx@(f3lUr#996S&`sYhMhF7hwb4NPpQBy^RCFp)yj-4s( zbwGeqt6?S_O=#e|aRpnD0r~-`>AZb0g!qouhhsTi-oca@8GVwF=PnrTVL^WPQt*xF zzdsuWRDonZ&+T4R^{-Dik7zAUA5jDBsAQ$z9+THaHZ&@=lzkxX^?V3r9ri85-R0c~ z_fWI=-EAo}#n=F`god{%^N+3knMOY>j$pZ&HnJL9B!IBD&j2Wy%kdPQ}8a2ubjC=NAd1vZ3xD-py2AV zCbqe?m40-DT~JVx&4>R>Xb24oZ<9IoG<{i%-JDoN=G$3rlyi07^~SYs!|J~}b3Icg z;BUXOw}EDcxq;sfP!>Kx{uQF-(=T;T88j{^Rb_%!fA>$jhh~G(--Hy}=C)63;rFZ+ z)}%tW+2mmVE5Fjp6gYWmFSI!2fSNyg*@V>6)cSQ%ZhUljNS*6t)^vj0vD$*O%v75^ z?V#_k!R~iOe*J0;jJCW|U=W@#sq6LLpVQ?#VSFwUwq{YJ*em<9zPQZ({_*duSDZb1 zaPU(B=2wgsMpnG!UV2_!?=c9>W;wmSqY(hNZxUCZYo>?5sS{F39hi`yx4pZ|weoe> zkMNO61hU(AX?;DLi#XdQq;%^i@cVOD#k%7DZ4QHo?sra>E03VMQSR=t;x4uMdfP@w zU8|%wREJv!rW4&RA$fN?2GMIO;+<`4{A*tZ0%eJS+t1nGx2Fk1jX%*0>b1-WrV=no z1@oX78{(}8{l?O9&JU5!DFBt8S0tnEK1@pb?{iatq9G4m>FF<;c+cBwRH@7!Ps%@h zvp}#o%!-WH*;C5bO~C=;pjj}oxOh%8~( zRcou!CR1R|F~;Zp>m!7mQT#R3|Fski_**SlVCZIsU4PyP4CXc5Thu5yJBj`i$R>1j zYyl)BosF$6Q^v)QPs1LJb*Hcx40&(w@FwQGPp$GR0pX$ikXb&KuEzgeRC%@YVFC86 z{KJod&&V(w5?R16rXDO3o|gdXLZK_~GE9P9R|4H^H?DK$s)<|_G^HBfw}%7-z!})K z$OwL!QNX6?g80{j(tnuAzx27b&)4y&^YZlLSk&h?w^oG$EYZ%CdP&aG61M=4Qi+X2b?_r+x>QK|FC6zC^TLbUu(!}bE)0SV~K*HkH!`<;xA zg$HNR@LD;m-c@^jsJ4-zfZ{Pp#a}~ zCXo*Pe|pP*dG|#A7hpWnW!NLI|NUS7FBV*&REvdqg$~WX_0SYt?LaJ_WpR&yb|X&o z@A2~NC8P8DbcF*D39Q2ym_z)}t6*HAWzyhf?_ZOs%?`s#w&aT_&Vd_D5{UFaKmYej zX!pSY^3iu7{u=WC%~R}8Pq7~u{O|vIiXH#Ij$y5oFQ0DU-*fRttpFV*G#a(MNt&7y zv!h~~nv0A*AzWNsJ>A_g;P-C5gM*Lw5+IO^@%*Kxf~u;4cd4!ud{$0QC?Il;HFm65&#oUU-56xYCjfUKR|o)1Za<5u1F z4M0By85{9Ow_elR1r<$7c_Ppn{RxashK1zt+xT#Qr@?2hL0B9&EIo!vT|E+CHBpqDFDcSDZG!0 zijudpV}O3Je|_WR6yfppHvxciIGNs~#>Em;D^E1zhbK}-AjKUzy$FC|?13U01v#6* z#XZ*8!UDhMef|FGYHtZ<)BO$e4>`GT% z2p6IQO7Fr@ zu13NwfKfa|*4~~7++Dcm4~kSn+H-D>eXfQlrfIG^A{d8FItMNw&qszG-r5jrd~1-e z)*se}F$CBjyhKeJd#Yrs1s^^#X{C_KM<`2Sh?GAeKK`|)-Z%uKe6-GEL=nx;h=;w;xz(c>OCVa}Ti z8czr}TibHL0vG30nJLL?Yqz{rd~e&apGR2z!N3vmHk`LD$Y~lL$&?=$FFDoJ>gwA%EP!U}Q3K@{DPgW&x|lGcZ)!)Q~!q z;M*qA%f@ft2repIuE5y8tk7{?w{TVJi=i3a{Tv%+FTV3hG|8>2n>5DFBk#pIK{00> z9P^s1e>qfcH#Ih{Bx7Y_vNe6;iPSGvdJL=-J`azZH{2$m7>3)*kXR8OKJm;XR#n~` zs2p+@mJo4?;W4hO1@WH@>*p1#&&1G@AHjO}&iW{=#wbe~g|hCk7633lP$j{lEb;A3 z1j_}WT0E2~83|Sm-x)eOLjwRQ?j+f?7imal*Ts%N#!vbu(I~()M*;LK``YU1Jx@~{ zBv#$)nVb~2Uee*d+~AVJ=3h(m<@NR7nVWwWQ}CUx<8w)~NuWpQ6Jl6J z(35s{W=$-N=~hyZ2Vk~gx+i8`oQciJ@cjDW{*aJEPJ4WvOKKr?$JsL*q43lYZT!9e z_3aePv4Uq`_Sxz)L98S$82QyTkXg=((VCM))nKSJ0I2Z!O&3;Rtb! z=ocW7iA%+Q9tHVr(N58S^{8B4y<6!{u2*6C?Sn|dg4Mk`r5$b(1)7@e=Zje6WJhLX z;4iJoi-BIuRr_5^axN}|0X%@ztMV5w%_IwBpcCf69}dP^4e*Bti1Vep6l;eRN0FCz z)=qf}G~-dp$$gl|={%&-HZ&_9qu>$v{L|t-sXFEFPs*I9C~;$w03yz zW{yOt()|4I$sUiW@hpzf6hE0pvqld-SQeuE_7@7#caC<`fWC1N+NNuEMe)**;yUXU zBT0Kkp>Dx^+bLY!qfPcACiSmF)HdOa%g!1>9(u|h+&y?hPOB$yqIDJ@8wywUOT~XNc{(fAcjeH2i zCM&W`WY&5{YnfdKROji3Shb5QV}KILgQiA$rgsG-K%x>}P*Ctl9&m+#$JsUuGbFow z!yRz8^2g=-S^*;(4c047sOo$^7$xCN1!QMkj+=s_xAf&*U2*C_pn|VTPJ?b|Mbr%o z4yIc#-W7?RjF19E9zb4bgPyRAaVa&5L1Rl?+E!c`qR7d~Ne;j&LqT4fMF=-G?tYhw zj1Onr`6i$Tc82=cL$c2IOgNHHLP8?#3FZ`l zPMryP32ONTG$M{BH$v|$UU8?NR-g*&QEpw~d~&bzs(>3(T>2ig@>FgHkN}v#CiOsP zZ1YReXgs$wgp&-Wg6Q$CH)iBaOsWQPQKzA&m{^!##_Z>P$%bVt#%; zFHDAcYcnYof%`s^`%uQ1K@X5p8bA4 zPQBQCyu=YmzpD~2!=qVF-UF*dew=63D+YV7rHgiRbB9HevWc90cf%!22u-r9jy!zV z)4r?#CLb2IdYfZ>Q*M6x^HOe8qoaR>bxib|=TXBM8st5O?C%bwmIrb+OJ6)a7VGrvNez_#LcZG@N#l= zREz+Jo`FSA}xzSlZQkkT*&t}T6#ZCy}`9(sK(xtGc--w??BqR*CWxUNV zD8Ltb)q@4e`{L;%9L#H?%Et6lJ4Gj+!;yK=$QNI;EaZs0LeFTd&F826X5XY1zj_p@ z?_IrStBkNA{N%*c9$NouCx35er>d2v2R`HU>xaV(kW`yFu6|5X&=V53Vx^uU9Q@ zsG7p9KLMH_9QdGwd|jYS))P^&IU1F!*zOn`m*EosX}6{VV_Ogs=C*Ql=5`VR%pf@j`1+m*9YKxEgtm5pYj-F1+1c6f+B;3rCVsX9D$)pp4ZL|k z$KOA=DyV`zHaV~1*U?H3_hd#!GA1v`@kgPe0!U~n_)CYkZ{Mauii9^;RaIGr38*m( zd6@p7x5uWQeoK%aExX>P*5=I2$n??0j6=0lR(!~ZRE7$9yKQGj6m@9u_Up#c9?iWzC zp+Ni)=8d#Vi_2pZf6D3|yPEpRqgxyM&r(?s1E(+Wcom@fI-;Z|2Fs6LqvUROx;x?E zz`_OAUEkVvFOs|-1n;D(0c~4;mb=6&h>e6NOfw`cFl1EaEI{m1A_4$iOrQN z;1xPyvyw#uXfjG)l&DrY%$W$r$$>;cy3Nhqyab;mTTx>~fa5*PTY7&CR&{D&A$>bG z(-D#TdD#Y43snh9z>aF=UH@nLvr$3yQ1U7!V+tNgye9!Q-FB)~c$nuw4v%STsF5#LP zKH7wI9ws5o_?OCMp%kkFPVDwOteUl7eCX-R#fFkrE5MDKvSH!gWV6{Bjsh(6CX+up zz2eO?$)S&*SK;43*JEBl@~mGiq-{N)$`IAQJis{J7{UDhE#=1#ip@s`+0oNfc^ps1 zG%5YdP0VVsPvu{l;+>|af6`pO78nvxOhrI$%W%?>Mk}E1DZ#*Yu`ph?$UA^`@qil=+bn=o-WG#0x;5(ZIiS zxx&qqz}b>yctO!EmcVSKCBtB}2fFL2-W?~LcxU7W0lK@`af_sE8zY9B;LSVGqmoLZ zj}rRW(8-Iwd32QjQZoqG>+|yqt;g^Za)2_mK+=;;pPhqXPOkKP6XOoFrki6G7qrnz z&z5-efYy^A0TN=6h4p#mdc(^CY$&a7k3iqnt4t{IXrP$)!zj0TouLO20jdnAQBkAL zYY@0IaF1P6y_KD(>0fFCtj04IyYwLXtP?w5B8nB+Gz2?i86F39e(-;a7Z_sf4CK4( zxS4JAB8cA?Fi60Zm5s`)_YOMA2x8Y!CFNle<37pLMgpy<3!I%+Gjdu;x)X=0>Zg zqC(!0rP0799|bAwMu7p1rcPF4L2?qWG3n*C_K(Mjw+1jdnxHH4Fa_pM${6goew5)b z{z6n)AgO5ilI&6ZU#D2U@<8d~=B8biKNkKgdIH~XOY>}RfS+COz+l|FR>b(Co=+Wd zdPYYp6>)@ET2K{Hi?v0+j^ti&vwYjk*3ok4KtH~)u#lMV)It~0F6VkOD$RtgS<%eczc?6$=d!`~BM!4j!_qP*FD`DjQ3H{m z9~?*%3B8G2lwRrzMqM2|;(`{1Y{12>foxNAOu_t^|IihTyT@Lq1azoL^li#gd^Zt3 zx8M3g$r!Ne;QI1;C8j_MauObueHZgCgonSxIm!zjN|Z|XqDmAS1}K+j=z+!^g$Shs z6~X;hH*&}kJ!8ziBw2o< z!K}2&?F->v61tnYkcO-UQeAy@GTvgy&T{+)*wWcZz6%i0A!DY+2@CSrAgiMa+x7)u zBJFbxM0bi2c;+vQ6Y3gZLd@-umeR zF2TLiPpZT*^Hz?3@l?LH2ok<%9Tw!sFh=-&p~VleM|3zH3onpS($dmWe{i+_WrPyY z?M9D=~1y*mqihU15(#c?+=VG8tfL0BWGl_FImJR}i z)YNQS)QHg|hMo9Fz@G0KxlCvmTV``}FX6m0pmF-Lz|FJh`bP|{w_*KKMFcCqi}5@A zt1lHV-m$%&$iZRXXBYcIy$JAo7cDr1v!0Kmf5OYoJd4@+*UpOm6x*{T@X$kSE38j=o*IZ4VGKE+ee~(p#I^h0BhFMM&QM_ z6dSvI*^kc`@*0C1nb-q_{EbFclMkestakq-HNAhvS=Ew=C{9{*a0>*MNLD{z;>am|j8%cE2H4ljsoX#P;Ic>dtw z?76l*Ft!98a2E>Wx#V^w0KkE#C~t+`(>{_CHYN$Lc#+?ZuSSMhWj;*de6#3}2F;Wi z!GDrDuZ4GUb}r?e^V(1oXiM$0sTaF;um`rg5^iE zy0}1RGiHsx|0yBiu^e^mUTzwImYvd3!^u zR@=WXQm=`JE*9>B%J~Y-X}~Mr=4BjyKB$A!)G=G3z-R_2t?j_(G@(~Jzxtl#w zs;vfcU<17ilmvxGl#Jj%UQ;|dxbZXZ`64#h4KP7)+^0Q2iCh}t?_huz7tVcd{sM|; ztj}(nW+W=IKtV;Ju!DOH-=*xu^k}Q6fcjKk*SbSIijkiBRLNdTv`Jffgz#&X|8Kws$zf}-H!P1GM zJH*#{1tmGmgolyq!W41oJh+yahE&P%y3AF|@&RAuI+JrZT0Uk=C{#qh2cG6Xq6_5hj=#Pbe`+oDA#-$bj+)WNa#DY25USXQ9GuEiS2DCsu_Pjn5^?asza|?LJ^rUE=Q{olzaV? zOCWG@|1zC9Xto>fLu6oTcx=L=4fZF%>w4#TbdLm8hZB~JmpkXNZhnqW|`>0Dhn76Pg*-{6|?+8}6Q(V;Ew5`qYNxX#n{qAWn zm3FKp#YgJ=N+yZkA&;)ZV5XahTDB=5{a)~RY9O8kf1(3<>7zGjSBV?$6kc;` zRz8qG-$^#WmN|B65YUrCn#jsJbJZ__a{~?m(K9xdKJC7$lSY+$c$kVlKvM?>*5oQ_ z1)Vm6n5SojWJwAdv)@0@X?z75L0eArvS6l~n;R=I zY}#wSu;;5Q6}lxvSe9YXOBXc+wwnh4bEDs&e%ePHX`p$a5*+MR+1EQ9vUd&yl5lXS zM@^2d=P1k|1zps?aj~S`Zk7J@$?D>TW9g<2&mS#ZivnqByAxWm9lqm8+gRA9i}n31 zw3XAQHY{#yixWdtQB!~zC=O_9O03b1v;;#L4U>E%fb;42dDMB#2|$x8!Zb9U5pdwE z-7oe6*$3%+2B0=&Lzs`Q+Sd@Ki?NO@j z&gs#F+MO4NyV_x(gtLasMwMB-BXYY!C?Y*_niXJtdk)iHc)@*lcUw-@BW;zmx-ZCgQGWw7K zCE)j8c<@gR%9L0?*@?mcye%P&5*yIJMe9Fgj`>OEn1>)t!G2%R<_D)QRWU`h%xGTI zynesoHqSgNfM7w0UyX}z8eXaeayZOb3zst}SsGj5CzVOo;~Um}Wwd{0igzB#H)NYM z>oT4}VB8f*#-u)MJz}4`sps)$t}raX>0eyj@ig#%!ej4SOA@xQK{hmX(0ILA<&KI# zAWU)f0_k2sNohRjo}b>^eKwFQq0wYwTvJGN_@_1It(-kPHS2{!||z}L2Pbw=kkMNHX^E~#!W?LKYOO`JK` z?as{20lT(FN25`!yXYWw0;zy4N^)vk*%QKVcy@$o*$P@zyis&X-+LDZ7IHR3@ooW7vec})IG>Gt(}{&F|-LMxG1Ch}=PQDdVobWEA)CjF~d z=lJ8UvTT253K6{OfTC2d+t>bN#fGaa#9SSS(6L-Kn%$Y$u)PmL`O16_m`}E2meaXh z5Xis^aR_(EvfesxmRLowZis#vNV{yFWU5k7QQ@a9qUOSMzwm$@{_gkz*;3Fd=e>Ka zJ)2K3E=Lx>*B)N}g4-00aZ-iwi*0o1Xyw;Ur^`>c`-uT{ty0xsh^% zbCq;QJqq=cVd|w9Oue9!VGTdAK<=W9()?zyCR@@mEl2R8z7M|bbgtq`0u{}5GJo^D zV;#XJcGx&$b=rB;3-#G!`1|L2^iz)Gaw2W*`BaSnui+dvcTc5uHyCW$=FUp0VY`rs z$XL41*-h)N+^H`1=_-jCJZ`n?ECIVafhRq^v!UG9HhS5}_N&gJcrg*D(9+aYm4rs$ zgn(BNTdTXpn!bPenHU9-#Ts?_ZBDyBacg~ZGjk()AzUrGk)MUzCH%AvmKxZe(r_jw zyUyS6O$ut?5ZQggL`4;Yzq}MMb(fY-euYiqWff1fO7GYykN^zrtJ8n^BFwS$Uy zB7Lks+O30hWqrNqNHwU6k&{!O_h(K*0womGO$7DTXnZeOcueie)bzBxiwLx;x+-SB z`$92;kOw=KfoN?-H=bMQH!tuT_I=K*OpP2flj*$7+JhK=8d-5?#jOqG%9hJ0G!K4Qzn4_c(TfS@AMl z(l+d_7XIi{5OJMyWN2b^bl2kD>kt!QZ;LwULqoouw@svxclu7r7F1Pd9b<-Q0S=!( z=M5??G)t)3mi&Nx_B+a8FpgnKl(0v!{z$|KVJVQ>H*lnZ@TeJkTfUM&S=JtHjnUfb zY3{=nq@k&yg28C7oT7enNky&N@U@NKi#!4P9f%z?k-9RfM{1&`&r1BMAsyXTf2rZi z4}ECxe(u7#H)mZ&fBt@L1Z1&RqjZ#_Vq-oc7P8>Sae|;9ZuXABNvMO;+^zO;J_4t* zauNDB>>~gBGTWUW1{>{ zjS=lz4yft0<;L?@xLoeyR>UYW%GbBU_4-YP`fMN|X#o@O=wu=o? z9TS9!CJ!bY6S zCRX^UBo;jt-Pfz=T|1uRGfwfC1ix}8)$U$fmgoO?*_y)%#@KC~wuNT6=dRkOa%cCY z3lj&Pot5lsyE-=da!PDwe1_pX!`D%e7l2^c z%>)6VcW!#Rk?i?e=UeB8AV;z!Xa)n}R3gj{^*UYHo4XtMl6N>ze~c>$iLAQ1h{ZkP zC|w;ZTNo;6;Z3A|bQqc;uLz zmIdG;z0}nQNqz@xFJL6W!QEX`cDA<##_%yNLkJ#?jg1M6@Ln8H`qO2W=8C*a2Zd~G z9~>~IktD_bPX5{^Z?KcQ4^ds1S{<(#y^2z3+2)|7O&J?!*d19#5ocW-*jA3%xO>0a ze!S@>bQ1VSSQx?Ag6$5jP23&sXvAQQU=1v&{6|QMnSzq9=N!<~q{r>{!(8fQRKGgy zjM(V;UKXN!C=O!sDa}v^GG@f58qJodH`iY-URk*Pl%r_8yyeJ82!*9a=AQ>lEB{3M z0`2{>)i23jbeeIgM^fDs(DBj>$CRdF@aiYa*iuUZ%wH|HTQ2AG{C#=2QLXkccSMa5#DPSU~M?Naat-!Se$zuOMlcdB>UM+tM?sBII^a zo*CtEzJjqaThnb-zwfEGBqJh1>U+zX*TIcEB;mLs?fvm|<*F0CNem9XBcdu8Z{)SvyUY=QJ zXGDq4isWjH0sG-gnBs!l2&xvX4@Ip^$7z_nRhut5|>YWekkKRWnC5bRG z-AdJ-Pg-j>^5hb^no(jvUlL03m`bVN-rsI3*OD;D#hN`Ggw zc+<+$oU1V(WY|a9nKYT)ZXI_<6lO^y5Nu*%^4`V})TL9r`T0nLetCFn6ev1%>99i7 z$sAL%tnUveOQrKX+%VPKvPIR`bC}$m5}&u7$&3SWWklENFe_#u)RQXrmjH4n{w|iI z^v}lqgYY{Vn(x^%A(>{=W0L}GdC8VL$Ttn&7Tt&vRXiXv%JH9V&kLA9RB%4NM`6t~ zadGk8lQ5LNHI2lhzzYj%V2f+MeD4)xkbPr^3^TCf^G#Z=*V3LRcVv{Jte99_@|kBO zZmZHZ4GkgTbzX_piY(^c1TPk4e5E3C3;}H82OLLy%oP-^W~W_Rdy>@#=aYiLSafD{ z6@g#ZSIbH|V$`$#e*z$FTVxfGGuz=(W6BTK!iX+%B~czL5Rfdi06bzXS{ znSjAjH#TzR6%{4Ddi7(s-%DiYY#2dS)d^}D|7f*zsGpo{qsv6U1Buh30*IwAL?XRVAX*5gI@Ex7lC#v|^StS(9bcH5I2 zG=6*aRmuIDte9J5W^n6*Whn<6%BOM0kI5Opj|KQ2xLE94`FPLJzuqP;hN8bV(PN;0 zU)mwWcYCIW_P9fWgj%%fsbV9JA&v}o5(6DFYUO@~F3#!5$Cb#$xfJFjqgPsz{Y@>^S&JAIKzE_R}#iWO%tsoou#d zIP2nKo}i|U3e4Apd)tIruY~LKUafUfDh%qqR?tXf9 z@iC!OEVsN|&ByrudVKNxahW?qH0^NsHE!g75$gfK>H|ON%Q(S8 zk(0LFbn&)G-xuG;U*Nfd6k7{90M~CyYPmo1TVgT5!8~ZU-yZ~N@@ap8R63EG^2I;S z{&r8$=<67+ZayH1y05y%O!%i_-vX%SYJhaO_+v%i*%#iAj-_IT6iv5t9DR#4K&=R9 zdYgO^#n}>RK`N7&)^P6%uRfYJtpNwGY%{!w9eG#_un;U&dvfa=8rogIdbnGVg^%0a z+iOb`|GwjEnMns5^xi9*4F_4MrfBWR4gsj{9mv>e;feRrlBKgOxrPiSOQbX7O|}xp#}KXOHH<+=gI(AY&yJ-f>4f1gnsk6@&l&V+pElIlPSJ@kZIF?S14}y7|hzSf}jo161>OcXOJB6PSyzKg7&G z_H{EquW}BF795BL$4kgm`{xtALhm>^1s8KQnV(<#UF|W-G)dMn-ZS{c7(D zm5#U{cmgLmb_x)XzZK?|*2=YN26d2i*HHC^ha{NjAcF}tF^jP2C zMue0W@K)_bbZiPmY;d3PpBh|@6*64X5X|_%ZH-k7b4u&zw01dQI_^u3rUW}+o|>;T zS*Y)vMw!`%;u5OGt5ZYR_ORrT?gCz?T6x7K0Cy&T*T8->i z4i90=7v2p10N6w7;gvfUb^`0$4NK>%#Spg2&w24X1T_2zT(ye+0#-Fzta!h*zxDwN zuV_h`N3g8G^Gv}C@*3*>c(@HCB)x#-Y2w_MF4P7v$E31mqi_GrC4bBCuy0c<0}SGXU4vXGy_V!TO7Ntim$Z+2cpgeIxV&#KEYH=2{DbKpHNg4|Y zRRh-#)-r1>S@An8-L{J#C>Vbn{ag#R9*%zV7MCeVAok7Rq6iB<)n7$>ZP-G!sz7#? zllSmt0McfaTdDbYpB5h}(C^)b`Y>lNM64Z9YRzw6EF0{AG#rR6F7~OPZQZ`^_12n} zk&+smnCK|}Asil5^oE0ZFay2$?6r^`_jibKVfa>x-|qwl0X|MZ*ps07Sx$9gG#>)xp?+ZS{fy5Rcy2i>jBZ6(YrL&v#}O#RP1Ny*8Rly7s6JdyWo zXk`j-_RTmHVCc=7NNTO-4V}YBql68U-HUn9lxSi$?0jmtO- zqkXow&yAya#Dn0|vqqB}oQifHRl@76k8ww~kU zV1!&F<{`@zj_a*dqBV6q(4STfb@ykWc|9Ph>V7TM>bzlNXCGm7xMyqAX#g-Ad0Cs$ zgn_F+3C_b@Mp65tb4#^>x^Sd+k2Q~LQw5}8CZVOTZBw?0P-*HuPRcx0zWkBfVk2d@ zWx!Byu&bq)>OsZV>P3)$dw)lGQjx{6TiMI!G2jK~=KNp>=W8~!dN-SRz$y2hVfjl8 z{E1sJ@+Ks7sRW3}Kf-+C90u7D4{2q|GJLxYh>`QHV(!#z`VR{}#q=@)+vFLEq)OOx zQAf0MIuzXPSzK9u9FFbuNB=K}orKsEfKun4;94Bs!bAMD({*~8vFZ2WgVK;>ve@?4 zo^Iu9f6#r$bhZ5J*+wrjxb|VcABdrVfa-^^A%HS;4^EO`|swXUiCq@T2EW z2hLZs0|(6Ew-pNbx+1L# zjgq69Gabu&b6YI1u<^qQu!~V7rddwCb6VJOMY4vTa}W4L6@$H6~_eIT069 zRdw|+F5e0JE9>=#HZmFqG-?eD03yLT`_OrDehxp`(~6Ve`kUIO%F-#0M-SX(n31%hs}MAG=4vYLp@ z6rj&p7DZKUmZ`?)I1M!ObMQn-V>W>Bns8!WfeCJLaq|d|E z!b(Wzv(CHp>V#v6B4qDr1Y1QE_|2=2eL`LU_EJTc_3s=0Aw-tA>C zkYdA=9>s6?Cu^q-4jxq{b)Q=3g=0?L+c&0xjjU7oQkFzFg%W{8LcIT4$AHNMjTYbZ{`f1Xblhe~@FSKQPXl=kwb&-Pn%thKfdFAnzq(pe} zR+SYM<(c3Tu-RPIv3;YveTl8XinyU2(L!bQhrH0Q^<95E74Q-1lF=%{gdnPy(! z8Gn&6p2zmH^F{O&VxCXy5!?nT%50p|9>4akOxFTgn;L7@4d$vX0+7Eoo%=SAS-GE) zQmn8Whu>d1o^e%cEQ`)rPh;I);Xg#!Iy1b5H3|NMZTM;e6KI&CuAv}0G(@v^vv(*a zCDjg|^`COqz^{P<;HO_lmxq-bg+aHcp$wE9z5rh7{KpT!*9P6q^9b8nG30*$a$j38 zh_o#%q{48PB(y|P0=~ZP0@{r7raMeA)qd9n^(dE`vDiu)Qp z5jeih0f*CGp)C}<^L?c42Kd7VFt2|!&Y^GZp*K}C(0 z4dAOS>N%lH{<+4vIv?`#S-k%_0D+ufNE2NHfpWCHnhR6q6=!7c--j)^Z$s2OFeM4N zGmSqb2=}?LeYsY%Dk>r@OILE5(mpb^c?of>1#GvxTLOTbxy3JcWWVKJng)m1saIv=H#boaSQA95KHmmc%z3>mv%Wc148NPZymY9#8rU&8IM^~h7lnrAn0s7N z`jNyG(XqST3otHX*WE%l+S5G5};Yeoutc2kn)e> z{`*a|RxfK-!)9zlXVR2CcC5=s9fC-&EvPA$HkGcY$5xsM5 zMg}2}q@n=4&QjA&x%%W}u`DW13No^ExL)O*LtK2anzYM%0QqQXtyHC#bo=4Hn+ZBIO+q3B^tFB zYsv7*1Q&R+Isu-|jnm1a%Z{_!OSk)8OJMu@RJS{X(aIic=dA>p(3+YYt;IhBslE2J zlGYL>Dk1-ml|=0+>yGHM?4}O1{0a1H&yGQDY;LAK1pZaE_~%mE326Z;qdO~UdK4PU zmPc=#FRC1KW7{2sq(a^SxWheN^pqccrtEIFIJj)K;eZPqS#SUZ*1bF}HN%Awv|4E_ zOJ70~6LIqHwxo!UdWUHV$O!>^gAFg~Eg<9Z@G+i^L7X;HB?Z%?s&#oeCfRjOr*CL5 zV;t6BVK_bIYU!7E8zFy`1Yl1|{)%J2JOLoTY`>-cPsm81x*)=9J~dsW*?ZWOX940I zsjR4&bnp5L-0@GbJ{QqO;@IcB?12D!8HHz6og%GC!p4e?LQ_f*0Q9e%vIx5G5JgT~ z8?q^oF5^&FN0r-8JDl&C&T-tKl~T=-PR^(>3ODYXAh)l$BdMyXkq0)FHe`@WVviEy z9^Vb~#ZQ$=m803KhmTX0gpnD}E1_lRvT9=Y> z4sprejieX~ikuQfD~fXh4fW}>7NW<7hK2`Q6`sX5#w9h5_dyi1{yQ7~41K#IZO#CD z@*8rVgFm><%O{n4IgDibf2iDlk&nN>G+@^WE}b@3@5oqLL&L*q$h#AN^ikv&=e?JJ zg9BJx6jw96z#)tQ8c6`BK0|pQ%{s(=zM>S*;1WHG6)+!+d%S+I!TbJw>su5Qp=3O~ z#?w(893IkWphL+7=mH=l6%nCf;H?ll*6iRXP&vK0$Obqlss{V}BeG9;{>mDNX!l7; zqm-x`BRwUdV}p5hREw(VXjz~SPX$$X4Ann6O|n#-z4oTDb*v^dqYUsLI^=YX)B-0z%12Wyz z_8MNzCw)^rc{>KhNM(v{9Gjm%&rjd6D5HD#U}4~1J_(|yn1nXt-NITrzpaDAdv$n9 zSl<+}J5+)8{{)fxr{4VM@hzctH$=X}!6jiZ&tJNVE*eG>S0ai}^Pe~Vo5#06$wlUu zYbomgu|EG+@&C<1*V`vh?8Gjw!N2*h{^Pb(51>!vd>C5&-+bx+cv4&P3Ev`_1h4QM z1N}GO?LQv)#|{7cs{a^_|8j(Ylm9!b|HdHk{_g_*H`K-dA7r)bgXdJW1F&5HUN<%G zzbLRWf~AjN5v#1QOBKG4Oq(o;V&wBjGW@< zpuYC@_8{>4hn}gaE@Owu$twGm{&odfSxKP4kd>R;!&j370wn<60sLchHY z&4?7*_OnfD&&Ug)&_W=AHn~H>#=JZBnS#7vOtUCjXr1s*U0wb3YcsWzOKo^f3^szc zy8Nfpl(sc`@%{$B#YGkqEseKM&b8-#%1Vqim19{GR20-D3T;U5yh&2xSsRqQ8|#PCct_HR z_Y1ob^u2w<{rx$>4kP1nc47*lpG2vtEvRtpQ~ms8)tbzas5Q&KYG?-i(nRnU7i7rG zGqK<45u+d{C;ap%HRo___zM0N#*S>`VbT3v^cU_pfR%x7dW;?@CdEVX7y{)?F@OrU z(tT0<6%eB=)50~b3%)y_R(2fmk1ztLF$JnjO2M;D(NNvae_Hkp4UP9#G$Z`{Syt&V z_zL+wvK#`~10IaRe`gr}^Lg!XWJDmZSdqx>7*}o^kb7syGFz769Tf$oSot~EB7La$ zHC(EXogNuGeXO}^X@(g63y&L9k}QpWr2_jP*BL>88$M6IH(As0-gSYTu_wk*$QNh` z^u^Mi-pFvGr6@}G?oik}*vmXY1ZIlcUuITTDI zUT+-+kH;;oELS`V2NY{{4Tay#bM=&3R8cYCZ;TJ`Zsak1PjGfaYt5()bvqn|HaS{g zg>kos;XBEIfC%`n9qqq8?!OKqVtDs1aM(NA;=;?t(Kf!6_H?BzXeLFO1^WTLnfqj1 z3@P;GaJj`zafNIHQ|Er~GIWy=(a!wzf>|NN_O`&xV239cCd3V*6eHVpvNse5(vwjG z*2#!^N@Dazc#Zh^ZT$s?e|qb0j-hZcd{d%|8*Fd84+gXeJoNf#hIE-Ci)2CBrT2D^2MuSS_+HrJ6(|Zdl3;jdZy6Gw zJDGJu+ebiA&evFFWCfsyR#c$)4pO86vG6!K8mQsiSGjj_QIl=jZ+==^jt1^Ku#JW2 zanscY19IQQ1pVG-p>{EJ8jb9jPwo-Y$=o7#K;Lb))INao!l()eJy|ojJs;<~pDS8u zczkpj{%CEzV*O+HGr&ZH!gbr@R{3SLL2KS#nbCTtgv+HlQv*$=uAHndzTNr#A^`wr zp+-~r&w=T0eAYjs>gVIwOvt@i-0ik3MhYs5j8tBHwF+|@j%)8+L=7w=dKf&k4VgOx zQd#Z*{o?HHa*hxV-k(st{>952MeG@4UAnnPSyz1*g#uZhl zP}fdx#B&KRkXX{p4ux41=5`S+y#C_#0cYlDzsU{`fv@rD z`3n4aNH4@#Q<~(IEWsuxm_u_w1-9hnx8frc(~pkMjXa>J9ynM?NwIh2yU2%gRUxMN z`#ab&Ji@e1C$D|HAxDAc)QM$FNlC`4s+v(Tc;Aa&(veZZco-V?YVaeguH!6;Fg`fGcQ!dAFwK zB~s3~lbVV`yqBC}2yyt`215tyy2;8ukYR)I8*TKIh}MQp9mb_1Kllq*-A?-T(c${Q zn&{6Rl7ip{sFMnc^24hY_2ibq-nK_&)l-gxrInSbvAMDoCAn*e3>`E)K>&k@sltg~ zU>MHv76q+{tx-)}o_u!s38|*fD>&`6AO_GTt8Gt;XSjDwueL}sAt^0c+EC>QFB*Dh zg?b1y+^cMO``V?;R9-8zV^(<+C)CZY7&2u-J#Z4X+`PJ|#jkzWjXqlg@xn9*O1iP^ zGo88F#h!qHoQ2vUQ7t?3!v;C2RHXLC!i!y6t+;g-iMCn7W<*ah6H}O4n&>Fwp?3>Y&u+i=y zfmB!0z<&H1+NnQ^-&}To{{KyXUy$q(Xh``3& zQWQ2eCgBE(=S2zywecmofK^8{JF|Qg4FVKA9B;eNh5s;EQYk+NjI@aluQDZC!XIuGj{Hk?6 zjI@@{Dd5@nZF2d!`HJS58Y0jS)#zw3^3D$2sBfd>xe%rT=z72ZKkU6_P+eWLrJWE6 z5E2LwELd=t;0Jeich{f?IRuB`?(XjHo*=;;g1fuBeLHXR-u`ZP-@5&`tGbFhKd22S zoUFaqTyu``41trcPL1-4f)$iKvb;ou#pf91a?H)IOV?}+OQ|t?d;3j(@G>*gCr?SN zQ#h*!pzsGED5(E@M@deb{gJ!Ow;P1ACXxVShn+>}9n&kUq8bwyna^Kwd)qK^kg!BB zAgCGh!(n)kB8L)UU}j}W!ia7-GdmLzUY~616m?>Sj)N!3x;y2vi*vac=^8Xpq&PpM zwz0mklhKhT1fHp1b(gUp=sLUkB&)4029zj@0|YPP>2xGBGk>)Dd?maC6g!Q!GsyAj zlf`BS8I0+jF7FO>s{x(C955IyRc}=Eg^NDkw~;4Aa0&_*2cTxbzMR#eP212gFtV<$ zDJZW~xsr3bIM);nsR1KxhL6vAOhSyLuW$EccYF8|^-ORg$h*#>F_@63!}$>xYe1y> z=%A69-HkMoTD7F!>D-wFXWXLG1t?~8NM!$I7I4D_bZ0Dd*`E%+mKzx``H%Hc0BuOB z!^#tZqG7%WE0||Wcc-Z!D~$DL(>3t@p1Nl@wj35~{bKL0A%haiv1o)@>0Y=9N5w>B zlb`5zbAenxADd^B*5F{)6Sn!hcOMe%bAoaz3l<}Zja8|(lYIws#x4L3v;q+pfgpQ? z!HRE`;3}qYSg3*Bb(vnXsRvsl>@C8^sD9!Bx*{KmCXz>)cdplWp|EHh?b-v~^&V+{ zZM-sPD`FCAdl2M~P^+b%puelM=Z9Bbf>h>%pRKsmh};pMW2t5aG<_2-X{gjtj5C*i zj+PZIBJ~!9${H{}(}ef`RfkBDS6Eb*-?gF0Zudl4TS4ACHOtp{6~L&VZj2Y4XA2@$ zW2RAiKXAM7rZR4XU@nSQ$3#!*y%YkHK5|$qx|fe?b8qHUSep12y?N~314kv5jEM=E z(KH6Qx0V_ua-u2rJXTdqkTWT#&=GlhdZIINMCYARwQheDZs>+{by-{Bz~E}#1{E10 zSP;dZASY1f6A@7`B~>@f0jdAq8xs*ajO2)GqVhI%r~#1ld1Sy-dtYmS*-{Hc8456iDt)R zGH^SJNjd;(W&g33-+GUvAiebN?*5odBr5)AX>ohg^wiXZG-6;}C#@KvRT4H&^2*Uf z@=OEr0}~TVR9E9bb7VR7s0ABsN_#t9cXxM%7Meco6?d)bKeI0)0p5w-q*I~W7{n}= zqny%G>brvrkvzo>sJ{~`$2iX!y5R3qlF;Q3BOl=1$|%UQ-~N$-R0@Be1Rg^3l~?b0 z-Tu_pl0v-oBe8unqCeq9Z%Fa!95?ZzZD}-ogHTM+b*zzWAvM@>E@7up7t@saIEY3{ z%4*rrRBLP#@hc*Nd_AbNV@l}tU!9uBP0|Bo@orcNhsWr0pJmo`iNXZBNzh_kvJ(Vf zY^>(tmq{!*bT#Jtb~;NTAdK3*{C%QP*ru(PkRxpbfvS255*`xg6{`ymY{z+3#;Yj8 zJAH9wL`ks`qtQQE3BE2PX1!G#^p)79T<$*CXB$iiW{2f_(l#`<5}szTr6Bkm+XRxF zS#x4k+WBk_0hG=bdX8EA;%!mVWW(B9kOn(Unt5)lFQNhWqHhpF!@#MO#pWPI4NTwH z_f>42iR^P6PFnA@0K~}UAa+VTOt3q3Z#oFePcmA}Kupt`uIza2_Oq+DGc=A;iU~t- z;2DDWuKgO?**RqU;gP9(-3+XjT1me3EP1wx=zp zMw5M{EyCH^MMi%SWs~bB<>BHziQC=o_5u=tJ>(GVKkariChh#Y)?HbNF2y?(Hhxo#XWwInYuAP&UcKHi?+ z#@{oIb<0011&o~cc&<^Ds-gAkLp%x=2ZJ0+XfX&-pL7YK&Uhy^Uvu7SS-m9*D{H(} zM1ALxR1iu2Z`+}b@Dq}m;L2S0=e$yy!3)8%B)*QZZ@%1)HNAv7e^;RB?@cf1N!hsk zYGEC6##Kgg1nyajhj#c=?_wfDC2`j$AKR7QaI4&PjJ37nMg}c=Np?9HKc$c}@6Zy4 z``D?(7zDSMlOZW`L?a-mbxrjQOvDON{Tc)tQc_qkL0D4oO~}?_A?V4N5^FZmQE}OV z%u+)%HKdejg#1vw^n!7f2C(X6P63!CRQbGtCSPW?I)9tEQpL->aS>h-LnoAJgtDz_ ziuVz7Y*p#^;h?b({Q4=bQ34lqg(t3iD#;BmqXK!Rf2&2htYr5TMjMbW_IWIG@aESk z18rogM$Q5d?-7fsq_ruD5t{XZrG7_=HycdxPh41|K?rKK|-Tl&KTmhWx+15zl)``v!@f>2K-sO}4 z;wx6BYS|)5_$K0mBv5dC1SyNx-QDXa4l9+_x`V?*=fEy|jpNl-X_g1B!eVn>vI3Sx zsqChOnVGK5+9I)VJUl$ZPJ)9w@igkC%GzD{WwK!oc^R{KtKV}?V5Ii>?g(K-*2X5I zE}epgX1o2B#@y*J?8UGP{siFGB)$dmM$|epMIPp?ZL>g^?A~k}LsIzx$EHX)ri!@HoWH>FqIuK)WpSAs-@o~+B zC+iT&0(a{C29U;H^zgI``-i8=?lDtH(uQ=g>=%;Z=bE(N`cy4_oDyI7F$lyT3HHbk z7kq3v{dIpa|9sz#TkLejs|<7mKEA+!+WaH73i7{gqdkAY6t5B-_Up<hJEB!~=AGE_)8j*v_Ahnl+DiN@e*#hLQgkhw@jIW>t;DH`z|hDnCd zL;OBV8C!=9zAJsiL#0CgV6zl4VkSBC=AFr^2!beF--THikqIm0b;Hd7%zUpnx-=;{ zt}-sUd+*r^YbiC2tIQSzjIGD^bT3-py_+?I7?m(1tv2KRRAV(j@xh&fcYF z5{PTkv^6{5S5`EmT={^=2qAs<;JpJ2MJ(}wDy~1j`TBeP_YZIFjekBvkT(F8TxG?O zTI2P_G$Hr}3K+-g@zNOeYh^6s$eYft`SIq5Hr^^DfmY^4<|8u1LZv4 z8~q`lvVzI^`RFv~H9dBZC&E;Ax41IxfsF3pEvjvzPFtpQnRITE?O|=*$Z%%MxtcVn zS1U)^dImS#q%b@@kKN_F`8?0DMa8P}ZpYo$W1aK$SiiLHZwCZ=cEUZJV-4DIa{zK> z9QVx$XMr<+Fu!Z5B=?_ z&~L%p+d~xW%>8YzEA=bG-@Z;_z}mOdXc(ylxR{PPdGC^{_{b6dHYM*qjrLXNCTko? zrq53-OUqq1Fqk)&mPV@&w(nU>EnHuF!504=XX$pq*;l+5nAq+=*Xn#PPNX~vJs`?& zD8^REk7%tVtJ@(Y%|klaJsV7CfCp z^mFBq=NPrR`W!jY{%e1n^NbffGW~Sa3afbwvtZNN4%KYJ57}6k)#Kjt2R+{BFut2H zomu$E#b2EoiinCD4}H5gImL>+3Hcvq4}1BN6|~$?IZ&Cw*iC(_#T7i32UhwC8|;HA zLiC%|icwdXq)u0>-Bx6EoW0fwUGD^OAQq~kF^Q?=g3|IxU`<;v#4w&nqE=ed{dIEC z?5v0n7Qq4H#?hXkVgS)MGVr5V?a=D+%i|F!s!rl?ix$p>3!HGKdo~->&+r_iCbfmR zQw6g8)pSc_h%bk9Dox=wrmW@fd-0O8?-pIUSgNLz>$=jMuTmXku$|{JT~dya?bg?0 z=tYR2Cl}EHA0+{S7jPCBObX&eZ=brRxGCI{b#8_n=eJecdi>*04LCx3O7 zt|&YDa^|Sl*80gb{P+m&?~B0Kk?ykZ5R)>@{M@V^bTzA{AxGmECb1Bb{LVr{dlD1HbN%xwN#P`(@30w>f zg{AGV>4}xDu+L{nczA$WK2))rz?ic5ORRzfEk|1b`PSg=2NGMgdfPOVw72!8wFeL5 zy&b3^leH?n;mqz35+n$eS{r#BzxTsVSE7VHK&EQ$(KNz97D?h_j7k-x4#j2Jaac1Y z(kFvAiL=WV4NMWdAzsEXvvZJog^-G)BuZ$$BiOdDGf@pI-opOX=@ zOwE_gZ8{q28Z#w+xIT^O4Nyo8-<}?|81|;7rqoDovXE)yF#zuWyz~53R1s0=1+0IL$J$r z85E_SpPdEcx};R(q{;iY0mBaF+A3YCs8Sr0E;Ea{Q=0x46Eh zzjOb5^3C?o`d5P6U(X48wBUln=BY<9@OV%PxOD3oPwmI>kOmAtaV(~BPFT_M442%&l4BE z*^BN{AmRIkEf(gUk-4CI%`(*gaDS-)Wugi+OO)gykS}bVU*v_+*kifkqM7I#`~+!n zZ4o>F^1^Q=s3$Ah00hvin&XC8x ze@-!`-Dw>HP$5l|Z*#c`_zobQP)SUX&y>dg*()#b(eS7^>P3BXl7==V8WOxH$zs5( zgaZ`-o7Bwn3|RHvnC>rPQ@DpU+$V$u=9R7Qx(&j)Z-`vtw=WZ2-5x$a>G$g6zq=4Z z*dA-PZkJ3xc1mb_?!=$a+E-DqpJW=^(rbS{Yxl?xi^abPf4XW)n-O81c)qFk$P12_ zH(kc?-&x!I@VkdMH`vc8M)!P41B^QYpI=b#UbkCu<)Hk_0(i_F!*>U>iMJ;G{ADM7 z!PEXw$u51aqvqt>zi!_FDl(2;1d7=j=P3sDTHC}qo$B-!40N;!8TVhP=!f0g?P6gM z{?|asI|j%zr|{>?WR^3d#u)$&?6W-X)ps{XD&;1p-YOr8dl__kG3T>We^Y=f)Bj^f z=lKxh%VK?+ll-h{ArkxZySlQf+io_qp zT=$kgYlL}fmKXG=C?OK!y<0$pU_^{2jvx1vkER~jy}Q>a!}C|!$$E`G+y5zyZ9lUe zx3D_g^>5QaEMuEHzEerOR~-F5AZe;UDs^6pv#>kH60fgnBZ-$*aYH?`oR}XC{KIV1 z{3HA+aaKan9yn2XlQLhSbI+&Lv2R4HVN3gfUeVDl| z$VW_S!8x#;AwQuj}w?`@IHX6y>_C zIod%JF~Rg%umnY_fE!w@qHUXk+0ntSuzz|R6yl3uAuL(4b# zqjRxz#4QY0CZp@T&u~PV7qD#kHiv(Xc)kBKWM$jq>G~SrhKXD+w0ddldiBeWKR;c` zD5}fnb$A3$O=;~bk0G@`Yu#;@YiB)gO>2}tgUM$v=UAzz{Au$wmG<$ScHGq)bgjzW zn5c39$S*>i;0ci!zo!{A&)KH?dg=A#9T~ny!tW&0IOb=u!GZLr2Ng==#p-2O{%ZBs zZJOT|J_8EWhe7xZ-2pS*FrEs-B~taO}Y$;|99S0(u2qFU!6iGiVd%2)^A`jS?! zFD#u+DylxfLlDO(p=(xjkNWVg&*OpDvaH;CbgR{Uv0wXJdgi3kQwGoSIgG|9<>>P8 z__URLKobpYTkZmv@7{@P-5@QyXb0vpIV?0kODG|!V3;`H$~+gVg*pN{H@Qz4ji6B_ zd<~5y#mrX2JW(Q^_h_f#4bK7C-&7TYXqpdrLiR7^OkY<0CQ1BO#^FJotyDKl7~41$ ztB{RsS#QE-FnlLt?CM(5ykp!QaK5W-!#@dqJ@Is}iRWXnr|ec1JBjReWSRoC0sqJ6 z$`AeaegW~wZl28|Z_lpLrPk2v5NP3sUe;576S$XRW^DB;N7%rd4uZ8CT@D+?fSUbN zE`@ybO5;{J0=pbJ)Lu6}EW}ycx!h@{6;NC^B;7CI{qQwAb`*K{9nOTBAS)<{sy9%G zZi48WD({4gr?x^4Fs*c23x*qm>&s{j@KZy~n&sTNZuzD!zHW={M87yP9o@pIsTMHq z0;j_7rgqXeNel}AJRzWFp(r6Dqm>g=V}Ukjz8M9gp8JfaEMj-SdmO3fWxuJ;vT1`^ zUX>zFP*Lf-nS|OHZ9(M3sJG=9O zZ=viPj)Q~W55+??%5+9DK0cKK;%K>V0NFODt+51DP+Y$K;9Sp#;|5ruW13||Mc*SN zF9;1?g^rgxZrromuBN6T1q|*dGRwH~YJ^wFks$zZ zdK0zX{uIjL0crN#*0qOg?2_BF!5y&FVu3sq|CsWl;rtmnk!WMPoiZx85BgGrd)EI)_i;XcU?2=WkfM-=g@?P|w+ZoP=@Xfv)foV-%TM)rl< z{%pP}?Ys&JiB1-e-AlJZ?nRT z=ehhj8=zB>b9|QD+|2_xqs8IH%Cts&(&4hAj?JrQvip=gw!gWUNZfN``3|aLZQIeb zlzvszpI>#)igrmP*|TT*A0|yvO@`+hbN%LW2#0%a3Clh~lwkGyvhdtZi>(Nq;_}`m z1g(hF4ZzfcmgV|CS3F|1+I>s;bK>;lZ3My4T3Z#+Eb`Pp~O0}Y)(=X2-_6qb`NnN=+45M^UtpScNB+&kKmV&Ch zbdPFDboXkN;R`N^Fq=Q3-NzmJLkKd?5D)-QFC^;?0c? zHM822+|9J63pBO^7TqWd%PJ%F4G4R?bFX<@;j&X^oJ8j$5*5CG!}mDT(~HofEH7C- z9sZcqG3~?mw8YtFz5w5K!gfoYg;ywpjZGfV8P3@Jw(nXkssXQC(D!o>KPC0ni6|%S z+>f77uX0}u_xzys@24^^%xFky;nbS-;pI`3qX|y!IxGkjp!KyC{p?RL>6CF+>9&UQ zeoSJaBr)de5fm=PgBnJ=pZ4e-3n=@2Hw{4O zljY5|FB#E-^d43D?fJTz$f^tgV2axLxTcD*dU#l<0>HS+KGv6)mS!K$*GHC@hc7{f z{Li=Ps_4n1eS^8Fb0(fS#M$i91Q#Z!ro{9ze*nncd&docI&1&bA#{1&0=OH`+TXeP z=SfGeK3=t95ee=9*gi`8NqxkgTF-VxZ>c8zbdTq;>soz$khVn{U{`pgfr z!o@XX;c}<~Snjnj05m70u^eVs6G)to<<0d;^=A^>tGP@Iy?BC6A1@oZ9;0)=Do>Ky zbDQ4gT1$#p;Z<)jZG+4sJ#CWpr}l&{2Dik-V4*|`iPp|yV?q6vz`%_HgR}MzyQ1Ol*=^E;>IcSZ9 zNfO?ONlF@z@siDxT)WaB;c=IVNANgld6vZ>hk*=oTVvXeta*lrH=D69aN;MJgAAJ39rxH^F+WGEtSoQE@5+`a^ zMM9Q-_ciB>sfLM5IAtRpsdkfo7SY5VJ1H?7qrceu*IwFgw9BkXV0>2KUNU&3LG~Zs zko{mQGe0%E9%U2VscdiW>JUzafwU)#;nGac#n_G^Jn1}HbmY#_npre(tDtFmwvep_!}cr_{mW{8tM<_vV~0AFLkOkXtl&oQX#eNTuKuXgRQY zWB^$hhg33qVB^=K^^L|QEOgPsndCfZzRVw98=W1bcF;U)Sv7XY$S9F9aM@9)c@ap{ z*^A8-Mi_Wt!Y|g=>vvqu4%f)v2qoWazc+%NU@+TmV?t!y;6)|kS8T|verOTs;%-L5 zk<%2?Bw1hY{zggsekaT`B|csYQi*bZ03d9+Z@$vp!rn~e1V-*z^ZRgW)E(tG?6>Kg zq{=tlZpAX0$;Y4!iOpuoM395>r8h?(8mmozl^CK)7dJbH9v&B!^hJ|a(CV=_zsFVZ zBZ)*_wWzYCXx4FnvpqW>8N~+DQwq&?KYSl^2E=4;UY|sZ71Flb&yRWlhf(hlr-G8p z{!Alv>Y|sn^R2@#4nvAoe#t>YTNWD*%C)C5o##*nb~X1)28R|Rk0U|{neT+qJXt$Y zH8)vl2&`|rxv!Vp_F-DJs=j8TJOrRh>Ok}4T4d+u2BK!yOwq=l^-zW}Ib2@$uSo?P zkab`oKN#Y0@FgaanRfVyDuqd&nBO9)kMCiZDM=jS50UJYaajEdbgOZTCX>l9SJC7v zZ@FVRWG5RQyE2o2$2XQdAi5Xgj7f!u~ zj3D&w>{qY~4#OgZCy^Hi3gHtB5VpDRP@klT9hkVH$z~~Qb)W@)I~=?Pc<$t;-mM^_L}>9I@@2S+a4E!kd;z=O2k7_d-Y5{?ue-Sl&EV-cHpRCPoTnc*V1`VAK6FfsLQS&})-K z+k)2eAN(&-rZb`sxQQv8^)YX&D#TKdLP@|gg(YQ~L-R=ES6m_m1vydQpju}?_jqYJ zB~g%-CxoRA5{PVJemp3jGbzDQm|p-%CI%N1#pbI_#HIQdrU-<Qx8NP>(zq*tk^<%WyPlPI!my;LkH%}t&4#W?yK3P3^b8p~(*`$N7p*>1X)<=pB+BDyb9) zHm}Ap9s&wT&Tqs(F)Y@Ld?TFKQR>srA{O6?54U+-oxWS$_!5FZay<7i`-J=`Wa)J6 zchYWs5iAnpIR0I+q6>jd60MfSK5v2p(*(^#7*&aDHQ?R9+zgBZ_-^tb7%_=>>a0=l z5Bn8a${vDJT`B;6bS$gQ~?+=`+YZw*s)c3P*Ewn{+SN_?Zy!m*Odva(M z&P(G&G!TWG-|mm@#pSNLQXOxCanALT& zbovR%=MoDSo4BkUL`ACzsvTSz7?_vxPuAFUy+w}ieRVt<@j^TiJ$u1e5;T=EOhfFn zOU8jXWYB{&E0lo3NRiU<6Gna^hWzaMk_n4j^7*U5KEqa}rZPZ*dHhb$F&=Idjlr`V zQ(;K>WmoEr;i*DKJDqnRW`+)p7TZa2Fg{5NE7vcFZ{*2K&&^0>Zy~y>lBZrtN zON7n$1o0(KjsYVup^NVA0F5h`R z-E2Rv^FW(K(QE%q0dn|UN8s)HZ;|ro#Gu*L*;AZjP*C%}SWD3&;d5tQ?c!5m3zpUe z8O(D%F0`8s&Cxl0!&i%sVdC=2$|9U>ddQ9?+UI~A$t8eUwb@lts z9hy#yQx_BI&v6DizebU;>&d;On5k@xw4&Nx6e|39ZGAVc4Bp*+|8S5cg4Y($Vm+J5 zz0s8`7Iolp8_TMcTxJxT*+5o!xczsD>W;$oc6&R|^h(_N29%hya@XcE346GWe)JFe z_nyFpVhA@AdnPTgm{>Bu_je8iITnb#xcoDLzVQ8SlW6yO`N}8;O#RQu+LPoxCaql= zNyVNRwjgnI3R|KtgB7Kq5{$n?QDLD%W($sL&Dz?YAYR$<2R!z;pD?iY&Z2ai16+1s z_>b5&nO>d?Q5Drj)c|?7p-EQOv;GZ_(E!r5RPG9|P7l`Z-XvOq8 zLbUvIp6~j+7hMFY6`3pJoWAZH@73Vp?Bw5(EFc6AeAV15^z{XWX|{2M_pzbt`JQoi zo{?3(0PLj7l`J1j`Vu6=-Y5-oMXr0R2FOXhJ1{0(-`OyfF#s7R2c&W)dN0wCOqHe8 zafAs(h}~4eA>td))JfxZB_oS`^6dP&2)_S<-V&0Ji*qSDC?qHv{oNQFc~!5*W>qs6 zDPrW+BXL&z{ZV6RRkfYz(L&+}CKg_gYnXisix+3S^SHR_RIiNWdv}tto6|MH4?@ke zGXg208+H=?XzTGp3)7yS=S>KusHK*rMd54u_PZnpN2qVBkwT?p;_^(w({L7LoS63O zm6cr`;yGvcC`inbs%rPd4~RAczDY(Yw>eJ)dvqy_OWb9lTPCko6*Ty4kn|;(N5Yu` zExa;r7?U?*I96S6B%&G)ck+3k-j7D9Y64nU4VPk#pgWnT6=EmngfwUeSj-Z@doVU0 zj4`&Y(`5o6Ds{W~TJip7nr%!3mdH1vKozT4Gl-Ufo zrPWm29QePyCIq;K#Znu%=JS8P2AMvkGY1#=Jxcd}=B;ZNM1)9A%$3D5%n0s+(1iN$ zkZVP2Le6=}_7)_ZXhDn=dFMa5TTsaeoGyt2Uk!bm)e?Ey5d*2G1x98P)7eGAo+tjK zCtyi~m5UFn}xvonT+chn< zy2Q_bXZgt|y|Im{t}x=zhbT*w?(R5WnLK%!`P3Bp#NY^waZ}HVK-W&u&XIIeB zpy(FYyDj?392&5&hdybEb|p`-Y8Ue(NT_lvcyN3iaXL4SYzfIti^+v{w~$1^W=wQI z#IdTV(F8r+RILon4@i_^Q_c7EBp4x3f{(oy8wcTrK%C`vQr;1Q=|Zy7)z z;S`}{pLbZ4_Vp~iX^(g*O%KJqY)1@r$5fcKRO=dzCWXhJ_#hzwQf30cKR)yklrAhT z6cjZjkxB>1AMxJZ-l60iocYvd&@r>`{n$176(jz4d!_lsuY{;3lD>|%twCLxyXB-HQbO>gkd zOG!dd=KeTUGJqe=Z<;SV>>1~TLit!kHH~#Hj?L95#ALLSH?iD`ks1DK_R_ra>_LvF zM!p?AtV5XjC2~)1alRP$dTFVY7=nwsxJX-C97$#ke-BJ?yc4tiFin$xnxNyJ>xZRF zzu%jbex5z~$Lk}Gne`JnuH6#09Z?h#b)Be(m!bBs!OrbTFf2gcs6mbKV!Zeu5q7-o3?+DeOh*2?#!O-N9=~oh z-~87^I9`Lo_Ez>Lhdp_ye0WZE)o@(d_K9YzSiDZ1B7E?h;2==SFUZ~A{;|^MESv+g zJqZmV0;;TZYgUUKByR2EE?L4W@D`?Dl;A~7ML%iZ5aRQLp*}7B@rDl_(ZS~mPz-LzmAAwq;z^Pm zs&GwBF<%^<(@p%&o20tCHF?fk+t_80M>~J!B7g3=dh3B$x<4%Jg_h(`KpT5#Z!K?bLm@xR)qtwTh zDC7h91fG42CE$qN&(+hp7#fESUu`TR=|4~T)tw;VlW3n*(%i#A9aQm=F%>o3! zi=I1}M|10z;(n)yMKH0jp+^pwfUjov-r=HH1fPIM2VW^CKnC!8PBy9DX;)nk-aRGD zI6UqaX-nx6IVo3=i)lh6bARu~+D^MzO&2KWSd9&`SG$^<9Yp(U+`umy>6;Eo@c6lx z$mrrnifb)(oC`tMNO(Gia;`q`O_@D-7E zxuGGN7{~_s=EjzSloU;%fsCSJgLFk!dVTx!{M_75@0h`FtE9oJSBj<;Pi5Kd{n*l$ zhvnSaDPtm^$_wPD%{;7C7TJ~mn@?Sr3B}afn#@UQnpr`@9Q*bwTeNrUp{bx3_g{q~ zKU8k4!zAFwDU*g6TAK(cD=R2BSQLbby89e|P+W%vN{d@1L^% zi68mb)c3!x_eWs>((5h|`0dX>&X2(B2g-x0q-ePwo3JUv|K_&;bMyaKuW#9bw|$KZ zqWs%A`7exZf9!4l>D6lq)pI5P`hPg9{;Rk6U%&tV-t<3xlKv&Hwca{r61@K)I}*5%>483o0ukH_pdqXZuPZOe`#N zuRPLf&zG$o`=+LRc{~oA23Yp41Wp+D{BUsp0NgM4zb@(4h8Np2-h?9|i@nSTl@`pBM;BnG%1KaBMFgd*TXeBP}i z;OZR(wlR+Dys@Xw9&-Bc{;qBd1UI`cSq*nT$u5ubazG9;1^mNgt*p3HDX0|*u{}I^ zK4N3?GMbReJxpSfH0{1)L`HtB0Au5_rwCsDp&ib-#K3U;qSiknMq*XjT6Qq0 zlHQ)!!i6m?%995A-KTqZ1(~x{4799{7-zZ!(XezvvH+TnivU1CNvD@T`)Rv8YO&kU zE2VM(GCiD+Wuf9cb;|oqM*^{X3Tqh2}adVhG8ov=UccJYZB#=7vVgX zYMZ7_Q;f!v`3V%!Y8#V6q!a$(Gh9IY@=T^s&wsOb{k!Qp3w)wxisAsB$}LoQ_weKPm0U0=L1^&#I?q?97VIGXhGQ+@l9Y5 zT;`)$qJ0u>+}TKsys2mgiYgYv_)>i(uSAD|QYA-kgRaM!2{`6mGriiED0(A`z_AZI z+e1gPM>xL*IOY6uuMiGDszRO3R$DDjUraL6$;-)o{*7|Ylaa{CsC)^eKKZ*Rw28W~+as7rL11r7|m9D4}wx8DfwS{_(f#IE!xmP;F@Z?!Cs&mX%A zl1Ure)m675)++Vs!DA;Unf`c~#a$yrS4D&o1Q-eU_@~^VSfTxcLaH> zF%N4ZmlNi!5|EDnmMOX!@CkRm@r8%47SopEtiM<>*S6MQuCV=Gq&qY(73_)&4_ix3 zK7}(fmnY3}M_BUB{@uWJgFFixrzRl^o4U(R?ePn< z(~IO~E@4=tyuu0{l)L_(p5_5c0ROmC&Ah+cUfw29h?8V4ej%8|#o^2S{D94F%hb73 z>5rH@mTc`NitkpX3_2@mFve;=R~#jU?CnYwm6T*{{WNa6D>AYl7@Ceo@JJ&}6nXIt z|NJWf>z~Hh%a@17`P7>vad~?VR;@(i6+igC0yd_9>Kp-n-M5vf^>-uzGkn1`^|7&N zp{pQ?W~?F_{~V`9#UM~UHt)>4e=gSLgZ4X4F}H8qM9{ds{MzGC4x=Zm@OQ0y!mFOb zSc%L~G!ED9sp6APH+F(wSXx@l#CE5)aOTNsxxI2zX$_Y)+^mEv5GK1pu1^$3&tLvAB8XSGRsvtV zfAEyLhWON?z!HKR!P^mX!wauLbWP&oU5aV~wGQtdQu9MCW)}tcr5hXAqG|&T%)ji5 z&Cwl#A-0O!sV4<1wmGriL|3%3>Qnxl;HZ>>1$K88^#g0)(6HtM?PR5m3jH%_Xgm#ggn{~ zKlkgG^w0x|wv}gHec+1!P4~X5LXE)5t67<2@^$h*U5O`>?~xfoJK0u#kOjEftz>*# z?;bzvw!S7}1=h&BdKxaecXn1IY6N6|)@1H`On197mgW9e*o}3TmX<05ENwq6*DVjv zveDfu_j=?%W&iDGeEJT3vAuw}8V>i-!lFdAMz7TUf-r&lklm5^Z7LintHaxj$N#dw zk4j%p{2fmXdSwVR?$Ds}5z|v!8k6N7F(ehtIJXG^MaC*oK^sH&(Q9N1cpOtX=an!* zB#K%p4f= znkgZ51o5f%46~)=bm{vgrMbWASV+iE&usGP5%Wn9IS3;@ONua5?Lc#!`1nDSBR0a2 zP!0k-&s^uP#~UlW2CrIgZ)`qduXJiUKZ&w`aeaSyWvh^dZ>EEJt>*I?$omyi%Lk=k zAiU1A;aaOACd8l#{3PZhkf_$E*njwCrGl@Hx(w`Sr=+P*CPFS3wLmp4bLWQ5Ln|9v z?qfq`@WU6snT;kPHUrgBsk(uZ>zrv5{X^xaZ1t&CUF-4$`1U?jey2sD#qjaHh|lOI z1pp~SJRmirOJt5)O}yDiGORkHq@*Qi4;wpHwlA?;((C1*eaBbsU-64t?2J>^^(o1Z zAkw?T&bt-V_xWkb$~qFm!@~z1jC}e{F*1 z9x}T48jH+joH!`p3KCZyOsj3Exj&Ce`Uq%tch^GqfI_Y9DuLjI^xFDr<1yIh@4n@B z%=mDF29F%*(g!Pq!ynJQRl)Me^=|+dbCvEod9YJh^{Am{K)W13sd<4b&Ls^y&R_;P zQ!lTn_NGp`c|!-|{jW?_Bc{8itx zob5WpC&I72xq(()Kpw77>Whu`5O6+*wMAkjN@#Oxs6t2+xU%}`e6hh2Kb3;gpoah! zv308pkyFY(q?^TzTD3@TI&GFhfdiMU$K0*hXiSMaxI$1=p(l)!mUC%sj+mcF%xH6} z#)ZdUX3oy%V^Z?$WuH>xm1y&LxJj{HMuL`d4kEIH83kE;z!hG4_#sa%qstn+f)TQ;cKmBHit^sp~G&8*1Gd@SNt?v;Y_zObq z56q`ssr!nHW8!sqK_Dkrnu)9qHz#K&NUYZ3xe>vbW&KiyAWvJHmjCnkn`9mjbS0viBff;=42NtDAN(?kDF!22cw3VN?Y)b+S@wgzf=^w79qi!+pU|KE z+xYzs({`0a*u&Z)%C_d?t#TVuuLR1L2IFgNwZH1b7~Xu4$}xL=W}r|B=QDd+ZEeE- z0s##3i&zOvGGvclE-?IZj&DFv5T?jIB7XM41dO-^%14~9e5S=v=ut5MN>e2Gq@q$> z7PW7f1rNt>zpGGlu9YseXtt4*LJy^R47%u7aB(oCoxh#Ke_Xnvq9-=bZmIHR+n!5^ z4-5w&0<--%S9P9&vLNUiKCxI%M^TzV!+|(PfPVkAVtpv50DSOqJ)a+}WM^7rfqsEA z#3__~tIFYm4WUf3P_!rdmLLzwgh#?1AgFz~{m~NeMLkAV#7EFyH3J1@BY$pt%~h{~ z=F#1BALW|`zhD3ga;ot)F)~-6M1-Cx1M(}Sis~rf{0UQ;A=(ij7S#@qykId0_VlHj z`oKyO)#(ER4q#M4%$@3z7VoxCNVHr|6%M0@7T4p8uB;PV7HnZmyC*&9F6>FYCtLka z43AGCV7OKtrB80_TJg~YSp!f{Wk0$iS}ZvQ2t?hI`;!QW;3)+x0p`B4nEth_(D`e| z32~rO0kO8Ua>fJ{#rSGcntx(LkbV8n<==IGU!K%5yeXmkRGCMLfZ2~<|MqqC zj{*UAQTr$XbtR>#C~O4Y7S0j>Z1|N58G}bRHc4gVVE5tCjRJbx70WvcDvor@TUF#D zQFnMJw3Y2r?Zbz~jgv@f;7DacAQge)zJqVxu+&jT9|%TO`bsVW>5J%UHzCwP4^mW` zmc#S!rlc&BC1?VAAX7-r-9p0JYm+>V!Z--QSsd`r;-pGN_?U;=oP_G|8&3fl-6so$ z1tocnjO%7&3%eVg1hq9EemHd}?wpLR+kfk(`%JCrNxa_!}0w?&R6V4 z=r`tgLj!AG_A$UcRDcnTjMEg?nySuh`}_Oz6lOt8somVH%Qe3TX!i$gjF?=d^54>h z5p`yS(_NdwfRMaf>ms0yqFI<%78dj-*lcmO+_a~R>w*VqQRIAkXsyC{n+NuFc4%iN zBAmNlCwXS*?}r(XK)oScK-?%sHOxIkb11&DzGj#Ycn96pbYBh$qy9Z;WJo~S8Yub{ z_h$|}ztv!>KjEAfHt2d2*A_$0dx0G~AH`3imH%NC0NJ=+s zLb|)VySt@9a?>E){4bw==f?T(J?D<$*kk*$$By@@wdR^@&W3RCwx$*C-`#O<*&r5@ z7m;y_O#A=Z93jO{zhS_3taa*9;Hh3y9}54`7V};cOP@*}68Of6@M@;rN8@H9@V*|Z zz#3AWy;{LhnkPut_&CFXj9px}B8-bm9vC+d;=X`!AfS|pQBc#$f+Sh+fCW1y_VBL{ zGg5Q-b6<4wn7RzBiTDOkFowSeJi?8dbKqNPI(KbQ3w6EiQA1u>G(0#0q_hCDFB~90 zD#cLW;nS^hb*5ZVMXQgdndHZS;NDhc6iEX0os${^5;%Yf4f~E-4>Kv1Kri$dzd~g+S+pq_n#dkq4E=rtN z_d;BseA(@dyNgb&IyHTjmvc7o%!<>?Ll;L5B|~%HIhjvB$xwA>6igr=v?}p)UH!<9 zG)FlamOEjRGnmx6tMEJlWE*x}QP}Wq-kNTojR*7D=aR|fs8vN%rV4sC)F(f=VKskB z&`}gtW_iMAIWty@Y6Mu$A|C?iLWp#9bRNGJW;~aXhRRw2^0kxw+E>JQ!M%~hgzk(p zPEUjcowI&U2&TJ!9NF`~^fz9|cm=w5uQUe{`VL}BHz4ozJEh(ZUcR(^@#c@XzxPYx zbe^9Z1>uJ&^DgNX%JYUpPU7EqX0_PC3zT}3x^)I#Hd(5_^BQ?6egTESnrv=VWaE~M zWc$UN_#0_j;!9Iyy$@T^wDrCCJ>=w#2+tWZNhp6`vbpFX_io|7CPuyb8IP9qwAcR7 z5j1xaz9FlxIF2tXa_^GV}IA2j3UY9Os*7sT^8SA+}zpZ;>nlfrmN*0T-v zP^GtZM~({OZjL*olR>x*NNge40UJ&8^Z^v6b$`7sy$<1Qz!``=8mMxrurw|8H!yl= zrrQNEek$-qIoo7VCBEk9I%2B1fM41kMO=9J%2WRkE}?6v>d#IX1Pb?^KoP~W2l-xb zcIyq;&1Z;pra?j7mTSoLxhJ9mnTEWYpn;3Viz}T~p1ka0pEhGws*VU>OlrD<`gAi} zlW1c+yQiGcAq>Wt)^Cw`NbLxm>yri)mr?EtY3v6u5gRnA(O>1)I`FiIzjehoRMd~k zSTgm^hzUtK4y%q*+DcA7e#+sconKs}oK0iSqrqUYeQbPf8E?fAX^>e2Ni8U$D>CT7 z%V(i9R|IJHQ&CeZW+sgB-uVo2oG-%9(&xdV5-X(=S(>oLvYoCL_|CwcT;<*LFz3DP<(dAKW>)F2yFG{sI%E&{vy-0L%@pl(_lJHAct(eN3K7me=x#*Dx1_D zb^$^&V_TeZe20lBC z{jGk(@FtLN%j|L0HusqOXB*Tt{5KTvRAf>I4LSne->?@6eIRZ;(G^Xb6GvvICX0Jt z-W8tlErfju68c7-m1_gb|ANznE_wEPoF5~wexJbVDlRI}^&E=+cB|jXwj+u`&v;8k zCRylUsuS$P!$r{4Q28#Sa#wk;JM`rx&^Y(*b{n0z$?+wd{s-#-`oPJ|q_#5GkZC|=lXT%c*th{-< z12eJR4wiHlzn-rABHG&n(gHPdigX)YA~;P`bmsPc#-I)QA`UkvD&fWQyp`~kd)mOz zv~Alp-k*})JG;j{A?&d`Xd)lZRm5w%ZD_gvS}l{ew8Rf+Zw%<{?1h*4=BhRnvlHYn zwp@2|V<8)YF>3Tuhd(bG@5`OCinc^SfhYwzdBo)*pHxo|8PdH&rjX&S;@~@ymEW|T zP%DU2KgDGCh3iayI!My{pw^Vlo!oCLe=3Y<5bHY|o4Q2={H#?!`%+gm)Ew_!Ey{1_ zTt;h%L|Z%jIh@OPvVP|T-W|lcLo$3aG}V?{0kVRO;6eHY;ibhvwgEC<%u-uu^G$ig zKhY2B&exPh87EdtLu0?bZ#>um{GNme23tc{U1M;p-HtuWBMHqsJTV)gX%Tty9U=E7 zCi+4Y_~Lvsl*KBj0c8UN)CxW^0O~-t7Jr*qTwi*YnSCUQT8D32Td~EUNPHP}qLUlV z4OhN>M{F1R9&2)p>vL$Vn&Up<;&Nl4c5guVR=MsC6|<^-v9FAM#ywMy(y%@z@+)6I z$jXqYtWt_7be2jOkp=S}OH^YL0|7FQc95_dajNZ>jc(`o5~(HVj>Rr~bJISFy<7D* zXlgogpw)8E9xf?cS><9Uo#yF+VTODzr%;~Ag}wzwu#zU1Fuq zO|IbvcN}TF-$o6(1CT-{Q~gBmU)zt)Y-`-ay20se3})erKKe12+S1-geO&wnWYEKFj(fSM0Rl(O>LApYCdO}~P`{|Jruuz-(uW}o2MLg)n7bd{= z#GnofYqTcvL!OwAH&A3s-5LEpy|)uUfPg+q9oiKo4nu2OIT`)6&fdvMj+n;NlRhzp z8Sr;ns##8nBaT6y@Tx~^sMyJ4ql|$PT^CXs)awWi9#YP)70}*BLz`qoxQO-4Rf3Jk zC705#XxbgO{6J94iVu!uu>PD!s3?9}S8k*A=-V^UX9m;TqqJD=t_#C#&(3RW7yXNs z>?g9`y6{2t*?i(fwLMsSkTbSKpgZV#SOLVYF5b3jKcm!^eYmoM#~XoPCm}hMpPP%} zL-_6GVb#yPR0G)3r&F$lT6eY_d>)ZI#B3ZTMh5GxSM?jh;J8!dQcKX*%^~>A=|Dw7 zSa#TnMxquHUUiqT-Pl|0MYI#H0g?Bq?3Yv1u0{Y?~yapcn$p^H~($&kjp zt5w@V-b%_4xy#l}RGWd;Vs71Lkoe_5ckxiy;=-7d>efJa&gB^)0t(DqV~8Nw3bZa( z>ndZisY*$DV)Dli{>&$kn*wshY(4&p9_YkrRsS%FK!NR-=5q6RL232M?p04Xn1`DB z@x!QiDgJ9ty-|FVP71=`M~wo^+pXlqP9MUChEQ`&NebbRmr z)&f8hSs}2}S}~3U`@D+cp3ms__ME0hT%@Kp7wd-X6%d=LD$n*8d{uK2k-@#BHIHt4 z(j)%pp^b+26Nn;vVp8n=As$*{1r-boKyPy1)A9HZL%$e`uRbQ1LdYJnul9$ z-;GB+S1Il2Li4>H2W=wvCR4T$x;M`_lW-{Fo&wMh+t9>C%~ntuEa60H7A-BJsOA#8 zK%cQBBt$w^5+y?C&Dv_E)^tQI0Z8IfQcjulhVIhHHJvnLLO6XLT}-y8Dgz^2>63o`e z*}YHy18BdJ=4S&3?>Hir*+Vz##A!eJ1|lt_#SQ4SyaC)iLuG)#znp8GfOM@Ol#G!O z2|j=wg_W84*Hzr5ha<`P*)RQBVz$8%`b;UOjG%Q^3010xfSpr!$_*ie*m#v9!WR+n zC%b5zL#j>C`boaE!G@pu!olOe6dUk*`@@4JsW0%N59sqh-IA|`cPkg9=f?;!lj>ET zgM9A?M|rXYJfKcIZ1qv%qf*}^U-W-rtwHjP?>0bZ!VG~SunWaQXw=~=lu`bB(JX+2g}Z0 z+AbIPi7ihIP_M5QEi9@hLKSdq3V z#RS|EXoP^z^HImW4Wz>bG$d)(mE|3RY)rVW2r?XXtaA>zOLL5rQwAxFFjJ{8z}0ni zl%raHXOnwqdW!5<%H3j;!`JpS_qXVa2*L zpw2!kik+w~G?*i{TpR_&BswYiZBDsr1B`|wR_i=OzT42#GdN1R_s^8sX;=?{p$S-? z@ujytJgD8KYB`e9{LsxQ-AiS2e(x6wmq~&ry!Y(9#Ed~xQ=RNgR;XK76v6k9+`3#I z)rH79F_{xW;h=e<%i=yaJw+XmmY3=tL~ysyl)_u@FC8%<2UM?+Mbne{PPUlDl}h zO1dgUvf*7i`s@TlrDvQKIy_Z)pCDc#QB9_|5h=p!y*ssGdNVV$GsCu$1K5?N0nG%I z;aVPm(Of|ol)fyYvqSEFV07=^A38zw4R~MPeBZ~wiVQ1`N$`tctrf%t3ZLr$78#kkc zpL^Mw$E@WRc#^3YHBPE7&#ZTDFtz>WjM>9JEWClp^77J5?l)Ex`hun9auY2-zR|It z*$7)`<%^)5lK+prfaK+HLzeCIgz@jQx8uFnjZ=A07VmF>KZLaX$}Q@31b=q@1fGL| zw>TM>)!fvzt@q~Mx=H2Bqf$CFLMHD$b~GiAk3n_|*i5~_+{?>KJCx>5Yscm&eF@l8 z`Y}nvk6j5di5@;s;(f|H46uA#?R0`fG?i)$)KS?F#Ff~Er1~|m$Q$)xYD#@FJSck- z0-=su?4(v4aG%Kwod}I5WPcPuR94j~%ZQ^;NiTV$=#x`tda5Yq28P_Gd7?Ml#LoW_WmXmK*}*1eqrkW-8%liP?&ZoU&5w=`UQ}X zV}$$yPP%NHQVGmHqyKkDX&Xc&v4DUI?N{Jx);dM|+FV z(b3QpY{e7aJdt~@e*9=a$!JT}BbCtYxi6D~L%Mj}1ZH)5J($seCqivv!JqeVYrUkV zRK0g=PC-fO9SuT_y_WTCtGGZLy#hLmHV4N(!w(&m9(ldsYrKe41}bj?&PzmzLZKsFvs_TXjG`1J7hcD=(fpE6ls_4k~aG{8PibkvzTbbk86{OhC6 zb38}nt)k-*T-vC=n_j~W(27;!+v>Y8>GxI;C8Ns#)*P-Qd9V<8`W+lJ66;!w z_OMu~bl)25$csa@T3m4~Tm>Tn$;BgGVrhx@EiC44ls`-bcb3QpOD#An zl!wbI@Wh0a)CGkOfkIjuXs@aG1o7JZRg|pfc~#VnV?D`yga%_T5SkJS7^uo`9!lL3zG! zOI2X={Cxk|Y~EsPLZNeh9pYxPMr2xFsZ8o-x4uFZuVt;(D$lg09N#kp;ULM+Tl8A- zWXkeeV%mW>+@KKMFYxj%d7geNy8OEbPgE!&Qe7+|ilxu6X zI(@MlM@;Vg?-Y`4x^w!!E6RIbj(DfI(>iCa^D(54B#eEGO%R7o;t`|@QKB;Va7erx&*i@(;kB#GA;l_V~5_1{ge|K-d5 z&9eh8iXeL9Aw)TH)~}r)e|f|ZdPh1Jv7OyL zp=Je&55N`nhXw^CQ8(SG%8~qSZ?7i{yg%am3_ZS;oqzt0|KBU^FHizu;NH6s{Z`NL zYUf8O|Bz?X9m5=earzqw`yYSwKffXW6Dot`iGh*Pr^`ocT8aNVvt3@Modzl*tmcBE z&+q78-1C3_`1Wy>=a08EV5%+=K778J z{)No_^N0OUSK48SbaQ|9Ir%!^E(4>EH4mx#i>a~?v*kC%@qam${`|>%LK+yxh?bP) zom{^^aO3~w>m&U&2FB0nRN_Erkyc4_m0ZX8Qu14p(H$T7GGlh4+2@*Khb2-|#DsH`#Ola?n-iK+|q%*@P{WC8`?xvN``rR&knQ{?othIdp_5*)2Ia|8xmvS0-FS45u6 z>#1$fZU?fr_oGrzsp!Q8JWs!6g4&X%*3OJdDj6Xmz3WMaj@&}j+aZgccQu971o2vS z$Ro*&TCn|(x1M9W>V{@bbgw?WPI)2V3eRb$^ly5$0yl*r5RyjZgha2IG-wX|E#k)| zc1I}>bj(k3M&8;nqg_m!p%H4+`J50+*3TbYTwTj43Q~k6<{frUkX_dcFe&aFNa3``biPzZAT+EJJdtB8E*WR#Tkhw5gcTJDai5b5Mp`hMpcCX!*92^*78`l4E zSNbJz4qVD*omp9F2M8qqjN4B=$u7G+a627$$MrwUt7xjJw>ZbpFs5oPn@qZ#lL~Tb zE_}ZJf9!Jq+tB{!|1xmGd?&w_Z{>RRs&`>Q0)0t`Kmg$T6>{ThR5hAZ+9M!bo^L)q zc$YS~s^xJT6cxWF7y!@|HL}h#@Jc(`%+PnQf@8 zt#OQT>+oP=yWhQv*z4w9^=OKEMmab~*ZKgl{@dy=w>@Ko3YiIPI_{|opLHY}T%bPx zU|^mX=Kf&5vSnysAV^C~D>wziWF{>;cCh&Z9i1cfbGB60$q557hKrbLef^wC<9%UL zes=Y6Xf#))`kM&PmTRim7>DZBo}Ps0+`g&m?t;yOgY3?-mebRz^Sr)P(t&`#=|%t6 z?_+3$Q4Rf>M}2@YO6g%HrJ^?7DlGX)&c#Kz?q+yIw}*}wP`XeEaDNyDGQ7=XAgAu-54mgaQ&4tOV5w<^H|cl z`BpYKEJbRg7mAuKH_7^G0_w)KvIFJI*ON7M&N!D$MSDw&V$+#H^PQ*1TP`xI+Y9=~ z=S@cR?vn5*2GJUF3`_T4@1FnYTkuAfY?ta78@EBi#P`H-aEKTB&V=;5if(RQi!y~z z3}}puQgZotFCoJS2_>YZrF$!Zw480(?o2{LT!K_q)_KACCxhjDV@R#lqA)-^5s8Qj zQ_-@89r?}}rk_bJFKJGlV{AAXN6WQKjcN%COHd>vTEPf1(G){U863^YItV@c!9`eT zBX^4qIHpgOdHf1oIPXm&90%~q+oo6>;?IMmz?u#EJn~(JfZ(XwewKHk)d2Bup(+gr zm;PY?u&z{pO`3VDVrT*++a`9lJ^T*VnbmSZ2@s`KfjRKB79Pen~Vy#gCBf{ zgt<9x#F{8+IN#IVVj87wLbYShAQzoU7>u?nrxjaSYa9y7dVYC%;NxS2rxO)5H+PK3 zd3%c4Vw;ZZ1_bgX3F7JyMA19PmHr!&fygu6(6&M>K#cj{J~G=Wo)1gop8~FqJsObk z2E~oe2UryGiJ9vtT4yMz`n$_ld^0VxIyYBC)_ZM-)dYj3Olf5<8n6=8_>459jThVd zyFizVy3>qV&GhBKzyk>|#FDG70c7~-U zCH!y*7k2GpoTM$YCe10d3n)EKil1bymMV%GMOeu90?Ut_3$5jB8&2W?l$0dv`8Wh}ST1au{=oP27V7ow z6qj{#IwbF{--`2b382>y{;}=uVb$cvl2P@+Ag=h5EvZ)1`WtnZL-a;LKn!3v2lFwb zn-^tow{WXY;dD61;prP+-tY!_tmFif>|;W4i5u$y;*xWd4DeP05s!Pa4r32|InJwh zzCw7!dOsfTPNxjb&5O*xJq})%Be^~%^z8~_ybnSG-*~nN2n+X6Nvh7V-~J-G+BH6o zzxWmqzS9XBNsKbA9=0jHll8oY%E`%@YSZ!f_IN%Aa@gEq%yOZ1+(>PKR-O_Pi;a$+ zD@fQ5U+f)OocYDd%8KbbiYgx!x4mC7R0}W+V&_DEc+S;JW28*Vg?i?_{t5qY&;A!M zp>h!09QSWu`clWy5wEuq2F0%(;>xF!E8K?Q{Ho2@1|U+ zI(}!l+z4vjX2s%MHi>;YV&lsJ4h!^Avza|N%Kd568c6{c_a;3iuBT>kpwY&5C!1^M zR~uguzQ_<=i&#mS))h<3{h)@~gA(h+zT}wm3{>>EsuTp8HD`zE5f%bM>)ZMm+q+W0ZwI+#lfs(79wh z?;o-TjkW>Vn=BP=cd*a8rk2+3uQr}6O@rzbln-W$xix4gC{iJqBUya+yMzm+9%{iu ziXy$R2$ZY|07e)ZM`=K@mgjMk)R*7VvTQ;ixk_;)u6}yPvpTjCx;Oxur@B{X2=I~A zyLt~h|9)U)B^6+yO}m&|T1p26**>3wTw{vSs7kFqJ_4K`#F8cZPfTbVWiyBYgkg~X zhfa2qC@&YEH1EpsU7uq1it9UPUyToOv^*sCa*%v(SNNH+Y%79o_cvXDh;`)~d30=! z)J-y?3LG39wdN{uSj|dVu#=hD>G_w7#}a4WXT`R+>&+w(iMZCPA5rLrRTJ46fzAwp zQ|_~+q29{9TC(@uyO4a9^4;RZ>U*XNme^CsBGR4yruu}3Uy$FGwCZt4Cu0duslw<> zolLF#$VH_x?F)JbE-Ld(Z#r&F=naD-rgqBTwVnv`O+o310Q`RKn1Hq-n!PBehZ}m? z3%3?^LTCe*P{AD2fyG5djYIYTS4OL(xh><1uvseah)=3^3e6~y12?9|#*!*pE|dVj zDtpv^0L0uP2vqBEBn4R>Coy0=Lc?JGLkQttZu6mN5E%5=F8e7F?9;JT;w!>EWbdyo zuEGK7Ikj_pHlUU>F+=0=J>f%`mTYdJoL2aOfWsELr0MGbl}4+XWh&pe>EomA!XWlBg^~>fpu= zkO6S9ViTNg0|i7>*%saU2GQf5Fj2|a*qMbwI@0)tjmxfFgpM(w|BDkj4rA1OBiEA3 zA_>N0dn6$P^`4a6(HCV(z-Jf7*2*ZqSEukevJkr#=I{2m|0%=y&)0Pgk$}vX2~F#< z5A=i+Y}Qm<1$3fmf8BMwKp~Ivy~es7Ai0_n4%xQDqSSG{uh5waj&;uekeNlkH<&mo z!w1N@EUDt5VeOQm&IMw1cXXs4)gOwGtv8rnIFi!WE@o)CT~e#y+v-e22fCMPIAT7W z&9@aI=}`_$u?tNx*Jxaps9mA+T%5NRWLHaZb#K}Y#)zAx`MLozG2=wyonjmu918C4 zf_cU8VVJ@0q=KGYw>v6S8_1~36PN4J3J+S17rEOQ%eVZcfz;t`ZD|8knjF=t)`}Lx zhRYdbt`7%?_2R047;u!m&AKlPdZje1$F=5SwGs4uC4=N-vkTLVLhsV-Y|^NmSoMg8 zQ=z5*)7zfw{RNxREwL*C>VNA9{2lc(_`rN8yPilk7Lj|pTSC{XeB!5Cb^;4ln=h&` zJ6U+WDI$e{1&RaC?_Bo}5l!#HTQH|hEe)hCODxUYlxJM(Feo(yWO*JABmqGq%mN#U zs?SnjIn@q{eiHrEC-`fwmh&_=MAock}1>ijwXS$oN&F98t^}!#2R3`ud6^>#R;vhIhnvhn6yc|U} zHNQftl(CWl5V_oofH_HtJs2>VV@OhD4w>(HWi|3gxBrq<|K}<9PtR{bUTQvRkHz(D zMnSq;ml`Sw+~;STd|MQX2J)n5Ln@Ar@usYMLjv#%pCTcz-c{-8;5*XvXzzV=P%Y!~{YXSWf zr6!N{!#RxxG$jTQgsv#_(t(q((P5W3+D1W(40(vA?K5^59IOJJAYgcoX_(e6!w~JS zuA0R%?C+=OdE1q>prPJ$WWIbWR~(qX*Mi8qe^p2ZxwJJDmv0wAz$2mtPL4Aa)agBh zMp!2ENsHNp1YBy<89#lhw%uUWx-)76mT;vB%@zPMbh@kQ`*cK*g}+(&SGiZ5WO_z{ zpZekgZJoCX_FvJ07x7OMYf080pVB*?agnz*T@f%UnVFr^2+1`yYRimj;cE!6E$2g` zPokE*$%!&e9LaGN%p^G^Uw?QDngSt~i|>4fps2}cGPc7!S%@+g9WwN89+s0r0yAZ> zx`z60RgF%eR%$B2!RQq7qa>d1d6x~4+DO8R6S!P!Z!MANwFyOnhKb+GB04KyjcVOF zC?cgobv^btt z>h&F=$wX&EAtg3;-*W@Hf1}!ic3U!a*#j86vZhAai0^7lg>z;i-gdFtg$vLdMwCNo z5-?qx7uw7sL%!m+Sv?#iqoQL~w_K?=4X9nrjI+6}$Y0|(_!pC~eI0h1g;|j##3Seuy|iu33Xp(P?z_IbnFN~93ofLSoGB_I znvpxA-b=au6pe7QLu~|-ju=4X5=gH_)Ep8>o2OP+;<%oG$wziv+}d4^ z6r?g8olGI$sEmvmUUmd=rJaq9+#=tDMa$7wdED!?*3d=oZv{#trAi$g2D=OBDsuQ- zl81}VV$_LFhrH>&{3@EQz6WzXg>hqj5746k;!^E}4&yhVFu}=yHRSIv;(FcJmTR1PTV*$mToKaz z1}>z3eqP*fe{$j1&8_v0pJ!Wci?Ss0;Qc9^XGYuO7Mp|^k$&*f($}rtjn1Qw(cy$+ z`a~0afQ%uDBQFqDoiFMv+V>d0kQf+Cnxs?V$)| zT&zjRmsH%Bh0Q({L|!#>*Kuupd4P8Nb!72<(cr*97T1x7Z@5i<(OR;C{Y{^<#p3~;9p{1xpdKK&VucOkGA+xr_?{#_#_f-k0KE0Cd4#EA|* zO%eii*0#J5dbI*b#6){3ey=tlr&>>Idwfu9ylYLvK__c@+`c>Sm-P@_wf#-qRB#a0ZpYz2K=gJZb+QAq<=;e2Cdph z>$bBfyUky}eko*h`+ofNiS^;O&NHLw=po1hU8^+2ZLDzSYO<)TO|tKUYn z?3;=A5cmcK^c(Mq327h7e|=@Aw@mWAn2h$Q2cG26teqH8l6X7)%TV-&3Le2 zUz-PY7a)aS&LCd5+!#y%E?48TSdxg~d1S7ssrsG)mfoL+LcS|*d^Br(_<_4KQpcN~ z_H-(na(Q(T2BSkv(g&zj%hOC!<}o{g7|D~rv-HKF&L*D*OHff!$?K;cEdcqdHOaM-r8E$&e=YT24n6WJRwAu?Gn&GwtGEsww~=x zP|}=EZn$4c|}Ioo4k1OMVJ1sm$mnkF?_eD+g^-vBgioR9W5=RGO&Wzaq8Tx z`hUBiy@1$8!RqIzd&d{S&CNY9Fc38SX1C`Jp8eg##yx1B;&ZOg9QT_6cr*swv0SBE)LXuOC9toDg#d5Gd9fb zb$Gi8ULE5nm|YedV>F2)T0ops--&cc@8#!LJ-s5Jh={s*VHO(-;UY!@G2fC`jzm^Y zSvG$IPFO??$>8FtJo{Ksp|5-@2T9OZ_mQ-!uy@!|Nec6R)!ErG-4Co5_w06d4tP-y zLV3@}MLWRmndPX<$%(DCUKIwyC<;c~!du(y7M{+0)zb$5|DN%v61-%B;(N8|y+wVT z4#=Gbpllcn^#1Ud@}t=+MMvqB=tO=F@t%X2WurciXCjhFd)Kn1?*+{AF1$CBaqv!i zhEgE~-*LNPVe*$$=gheVX*g(8Djl8LJp6(5S#8e%K(cUm%=6wT0*Vi%R!%6_#pOn+ zKa*%;C0MmT4Sxw`-GE)lkYWBbIq2_TLr_{bdst1!;{u=Osgv5!+)_~Xej}n<_t7Gy zX-bZ%w)&Xu*!=_+fDS_Fw41%GT8z*+Y5>jNG&H!JPY#t$Z37j73wY}1O2Ov-VktPP1Lxw9>oO9? zs|UU?kCKrnoS1mC6=J(A^@HFa*394Mgm)_{!#=DYJ&DCdeXOJ71y!<21R}r4^Pd?6 z(i?zY=T8R8MFlWQs&i1whP|IOJIY)N(>&N{c?!wX|(y!I}%Hb=LZh0|qa0KGDTp0l`Mvl@_y4N?q z$$}zm-ciip;4WEZXFJ%MMk} z4^&$gOx!kKf}Zs?+y!fXwR?A+AK24RVCq=CGY;=aVCG5ndE#>ezr>u0t^K9q8nq%6 zL;Nl?bI$F!r4OZQ*AevK)Mi+<8fUR8UHcid93vgU_`a9oa>eask3ZDMNbT&a%+))B zWZT!!hF-*a(^ndG)hV#h0CPHT8=N9G1P4Fr8Kj!PkiI z;6f73cz%g|04$j?9WD=qT{l$9PMvtAG48(;j|KE#-2K)cGSP;RE~rYZBOL)Po|~e^ zHiedivG`peSjt=a{#a>^vgu-*oA}t7<9E3uBjcRRQB+h^;Kk)8o60H3<$RcB52l-> zrsop{k%uV@fVVlS`k|i5eCmAOwMyXN_OqbA_=$3&SEkeb831)|USB4XeFVxTfA9?k znW=(=9o4cfc)4&;VsEAjx}mYb45PrBT(l2k114XE;r_psAxx$qL(%SS=t=%+9jLZ} zh`m3Bf`xQ|l}h4_%9X(%OOdQ?tg4xMd~7Y;5a-H*lCoH6PH{Ts;J>_dI)@DC|IT7h zb#u1kQV_&6S@o>Wan2Y}x>N;z2ai3iqZZ)2&Y%-bH5c}dnkh*^aVkGQ|GO2go?z(* zhLbePQ|5Bq;oqH%CVr5K3dS|vU9mFF1VqaXQ>CvQciJm*)lJO84sqcnkV*K?&JCuk zi~|#MAo*_m&<1?A%T!7-Hpqzwyz$|ioDs8m^>|p4)^MNi)B?}*omwa_cUrqo80`79 zw-~1c9!=p&!FPnVpFe7a(`m9oEzz#hZa}8hYK-(pz)pAOd41vr1;~Q6xLp5zX8a@d z&V8?&{j+bn=i}q^rEv!ceYh}4h(<_=R}ZFh;~%f!;fOLQM$-Z~;8C=D4Jx*n3Q)qYSj0Y%z;i&jt=SQ<{Ay--9DteGu2c9yXs(5nBE zaC&;mk=%? zYlo2Qy(j8VPDuvLmJn~84l@NDzbDktkdx8AmHNGGnS=Qa_G!Yzl&hxBL!}zOa>Px} zrIZOmGwn?efbLy3+v=RjD{E^fi*q07C@FKU_k&_$Vgxui8k)md8qUP-A|v0Oo;$Sl z&5V7&$RUW2aQGE8*In`h=25dWO;K@juHe1!j3XW0=;n}P3i~g|>blwe@|atOUm_?W z0mB7sO;E}z%0-+CwXsg$rknIy+zPD?xHt)w?sDt1eWO7N3C%d$}cSkk}=d5EKGw)qN#cgbj z*;;CVa{%qzA`kWR;}wiKf*7xUY!};aHR$j*?n<4zR8~}Get;{Ta`U55Azt1}G<6}j zX#-n~G@fdm5fFte5{SnPAHpHyL0{idPMCXqe5uvslp-N1S)lU;tIn3&fi1_-2|t=u z5{GYU=qH=8(xVaHSxRcO4CrJ{ z-kf3Xa<&y${Y295ph->OFd#-pk7vFvm#jCChU8XWq6DNXi#mg+SLP-}K3}Ia+XmDgTq4Ra-%Xl~g%I+}`_1Ry!SvaN6vA->d(yA^*tBJE^uM z3wj@(1B)sGN&=)FK=PqUSs#!Y-vk^27MDV3Xbqt4uR};r_xVJZK8QJ5v8}NcklGOZeSM4HO+8;{VII^F}$+3#Qr z7nOJ7wexjPNNu8XvVi+armqk(Y|^jv4E{tO`wwcW>XW_Fi`O^2-&XF=aMe3x(c7*# zd&W+Y_v;jx`4-9T-PJnQ4!2so($dP_1aTPL8e+(}nJ$tZo|U~8{VmP)H(S9n%}d@V ztv2G7C_q0M$AD2%R;lyrYG>qzgh1blb=We)6BbEP7KnXw)J+ABpmzQ+==@a^qNf~) z#v>X*$TwX9@ROV{LZUk9o=;#@bpN45DE7&DFi=zxxoo-WFdn4M_tG(8B^`J)+-x9g zTM7vc&Bb35H|ofOX|lV9OUM%^PK}CqKhQ7c?98@h^G>ggl!KF_T+$~VXEzU<*5%>?!gJhMAAjWmT*f5u4RBJ48LR=6=6q(X2av{Re4Q5&JDXQC@l zvMWIDm-s>E5=v?d*Kd z`(VFLM#CTjhI8PuS{np( zd<~WrGm)5hYeh|LHX?edJhDWJ?N%a2@N9` z00j%vgYU?L$^xUHidjj6(vaR%)Nkz!0E;Sp8OcQAAG5erN3CaUwSr}A)j%Xdw_{KX z+0@{u1hHw9Wt(F$LTek~CW-IOyWd6F-1Wslb-x_MX5--STg20eCa;6bb_b0hIIgD` ziJxk(w_Ncl`+VYSqhmJFhtrf$%Oag-Mw*X<2GadE?au zsA?utYHH>HoB+r+Ql3s@6G&s0bgI?csKQlX>vWKyBI5IkIN|L{io6H#AuC8c2-0t& zy}-x^g%j}PXix4QWtE!3;=d1nJ^ArV7#Ai`aJ3KSb@T3IFAi+RIv8B55R%(CILK#H zFN13$;=UU;zju^Qa`#cX`Zd=V{srXVlU7jjV-_!X$;d?XP?P__~_U23?U z2Nz9CcGc{&o>oNU5pnyp5xGbN9P|--idWosI-SP+sKO>69omR`xxeAMm1e%b7JV<4@BZ_|B+s0j)eBEZA1N@ocXowLrpz^$Xs zgMc+?xQ=q6A#j@fOr*zdbp880=k+ z$U9v`8N`itA$J9oyG=;#b@^c1B1Jj{mDhKK`;R2}ZvEO=`mAqEU<-S2Fcp-NXo2Hc zA_mOe`4EYE7PoCBfXmW2KCVkeNte?&)6_qHcq>FDV_4cyZDRExFdq| zEg6`Su8sH&PT$%fne~6`Ht?>M1XQAH-K=a4-;Gy(R*+Wm$>B^5Nw3#P`hcbxi&Hf@k`x!)gL@K^ zvuq~WPK%cF^{MF=w{#~q{eqO(3pWYbvFXvK)oz-j?}J0s*(|GNc~}S$Wb}u4_?!xu z7=(^zS6Qho0!l9a@Ywm9kTkTk(=Zph2wkxQRuII7(bEm~0AnQ_Rr_W*caT<7Z`A+#eyeHivD1u&bjgdJemuP7% zv3v9dwMvORf*6o$efufu#>((l>|c_`Z?H$hv4=}TI^U#%_p@>*uk0~$KOzUuH4_9e z*`$IvW4QpDYgxRWUKU{j$jvhLRxOUO_IqXA zGS3;D+-vM#J&~=5>Ff2&Z#|w(gNAlojx_gs*EOV1x5Bw#>xl4e+}M4mO%SGXsIQ~O zajT4_a|p}j#0IIve?*P8;?l?kw_x-g@w+4*;GA0m6O@iOZf)|L^?_`NtvFSB2dCMKP>JVc4U6J}yhv#am4F9bRp zsX-a~fb;En5c3xs&%Ggmoc8t?PQNOm=l2?sKY|=WwOhZ2+1a1Q{Op_C&ncMoi|P5! znpYeFtnu;I=LP=vgq9@kBp<$;-_yt zA-%b~Gpl<0<`jGdGau7QRBzt46@6Qmo*(JM<*4{7N{D~jy98?MW;F=<^#Io!`f zaE_7eIifPv>dHqu%x!I9&t?=P!RP+gK~pF2?){-wQSqy=6uF`nRK-MAai=L^)_D0s zIN!Vr;*+g)aRJ|HY*x5~q4-0K`<)d_VvF@^DrqSvu@p9+Rg9Bc0unTV!H?NRRd8Po zmr-n^6GYRs<5oD!GHGXw$HOhf%ku4dhj^}XlR7^7tDoaZiKK_H1z@c&o9=i4->GP+ z6*G$8)<`lh?sz0sx|3YAvEQMgV@}LfkSOgihs}u&>KYs8X+pA9F-19?;3Q>doo>js z5eI~`KoG+&$98v;@6I_m*=4#Mygz>%0(wwmrWNm+{%$VJ$&9$Lng z1y`RGryCq&m7QBF#^zZplOPbbjQT7?7!Nl0vy$*H-oj^izv|jmn#T6<|KS<&bHq`z zFC3rJJLR(VX4?&D)7K@cOtT}8V--Kv&Tw^E`-d~e?<|XdkxVz{r>F?Upo#cjlh9-U zQd2AC|1tI!P*rbh_pl-gNTYzXbcd8QDBay94U(Ib7Nw-SyF{Fd^?* z70e6p9g&PO3pLl%>ymnhC&H1Hx9=Goj_UiA#u{SdpxDn+nq(0cRQIT-PSr!p*;enD?EH6sk|zu8#xB-O-a@ZB**8J}Bdpy>1sh z#fNo#cl02+EqusCo%Ja;=g?Cs;bcC1xP>xdSVZhm=|HQuZ{I2>8lg3orf%maVqHkT z_x)Cu?71DGSHUdfb9r@@W2OI1R8);HoQ&GYEvmArs!mwntmBx5mPRo?El$%SW8OSx zu_Iy^2cn7Q5x}#_9hx<>abuwd5}^01});i;;pYb&$GoMcH?X!=vMi z&d7I@l5Yn5aSf>zW|WM3D~P@jpwbiYq6$V=_mTXPu(7tzthPMxEYP#;f@He{j=lk#TS(e*e^HVDcG_U#k%CZPwN&#AkGdddV z1{$ov1Qu2xJ@GAeTQMw{tVOitWTlnfwyag5H3ai9bF*-fgfkf3wHi5j2Mg zvXTOUs=82G@?w8})6K5t-VPT(W33xcu;&CKt(T=KWB&nt<%p&Pt{pg^y;a)H_rZfAuH7-A4Fk zh(Aaqk`_`a?og163eZ(-BgOJs@$pvBLoV--!AGbGi~7Q z+0m{=FWEr1G6^cP?yEoUM+)KKAjjL!KQ&m_9Q!7n(@M5YgVN6&GDR>P$z^9j_6Mf)8ELB<^!_x3}J(RX#JzthH;&ll|DEo1reWT^F#O+-=Q6xoh^mh z*mrZM`10#vVJ9Ys#`YyDk|I(msX2LSu+mL;eZ6g=z2xsmg*3tJ9SAO zF8pg9!bYol?}lfI)?&Iku^`*(P1{YXGya{DImKNYUvsZ80j3|qeShv=pDon-HmA5g z%#$2qYpZ})ar^T+#J2Qm6m9;SdWh{uKe*3esMRc0>Ai=%{reS^<31qYtsZSj!UgK{ zz3B$xn8O=GKlg?jjkl1oQupR^!#S)_gXlCE{M!R@x{y8{=7n!lao#4dVYTTn3=EPd z7bzg|YH20WAXv-dX}5p3^er6KMC0I3uxur4m(irBdp|6?33e{vLRwLaE65;;kPkzF zxcpAuE`-w_VWz@ar9-+f+G2a;Uc3Q4LJxXd&JrEE{Q11QqyyFs-j*U1P7qfiD5nV1;THI6F#nSj}i1 z$Y6stsTBJnmM&=;KGv&~X^YVB8bx$rBZ>xrxEG7_e;m zFJ$E5i$NjSSELtM>@EzhSC?g2M6Ftg_?Rd!j#HFl zgNoX8_JzKZoVDL`L^663aw%N#0p9Csv_<3b;K0Cj8Lelt4qILFEiSe?`49*j6%`$s zB|bMjF_N7;4}mjAaCtPUA7kEpi2v8UtC-*GER69UfPLWXeUM`#Y`;NR$Zw{yg8gHG z1qzwn33W{56&aj^jvld;;~K6Zm9W=Pgp+_L3mCP?Bp)4FbD(2M@?JMB}?Zz`=MAKoW{okWndndQ^8#FQdAcdizT;N-ND1z-i zuKd}yX$0n!v4)O+vNZ3tu@?z`&2q4|HO4kw4B_N_@yrG%t;ngp2zXh51+pV0%b_&0 zlxaw74tTZ(u?Sa`%ay^f#!uK<4Nf=_x5c2f_MzJ8Ch84`xX&o9bR zVaxdnu|R%-3-asmbT^OV(S)EG*+L-?b0}wI!j#ABc;V}!gls9(Fkw~$zXVe%k;BnMkeR5y6BTMtJVr?W_{{{P|HNpYYDlO!?F2O~$je=FwZY`Krr%_or)J`H1+V z$@cp^d_zO)Ce%K!!bANu>uhCpsD_ysO`b4?9Oxw_?VXIi=%HX^JFr-b`Ez_!@%xn7 z%m1RF*QoD>LN4TWts5-X`I?j7z%6PtZc?}{a1oji_Ff!gAp3Axm{PVctB-Tk_JPt|QU9lWLtYJQ%kGCo~Cck6W${>bOy9SLeU_+rPfFxqL2o;8?tVJj_&H_Z*)1{n|d8 zMid(wvobbw4nZIuX98Y)A#nc@7JZ*?yUH5*qDlwbrogzHG_}iOZ6(z61G-T%6o!%c zue1Idn>PymdvLX)0_yD=+O&tYgWUKMKwnx;3t(>>!S7Rl!nuXo6H_LU=i@?LM*cqs zBD$7q=EWC{HgC749NCaRgrjIIVOQ%-@O0}PmLlv?7S*e3i+-wvb!!X?YW%TF!3%UY zm0->HtLfMUtm;zO&XzAQ&mcI0E#Lo=*Z!TF%pXz{F8laxY1{E=XV>iPO{L^BVGyzg zw_tt8%4gG8w7edMWA?k#1AC7}S-xP-J$1-38i*4j7Gj>q%46~=Qe$(+Xe$#D7HV!f zzsuH8PWr__R2b2v8@HW$VDI^(C0t1JEq^Rd;MpM#F=tsvb4;9zOX42TU151CS&skqqk5tcY0V zPYrFwvPX6sp^sOZkKw@@j)Tx;+nq_#qjjV=s7ETQY9$|j25lD~+g=PpNEOgAF(K3W zd4)?>TG^sPUH&5pus$R-iewHkSY>XSbmK~;C@%cBR`fStXAGC56gq?8 zh@Ou~wrgoC)w_z<(b)#WJmf!fe?IxG*>b2tl;hu{c`3K2o7ypcQ@(0*5a?&EqRr zeP~<(z4ElZhn^>QPqyIfwTx9bY6ueleyB~8!LBbf9}1V>5@zIk#RcoBCo+aq^(22HLc`F+@Fc(j}1!8FM-(lJ=JiY>SOpk z2QScRwo}3AI|mcZ#TcvvxkSd*??~aN`BKSDE{%-52c4KV%?pEsKSb@UR~Q{-uepJT z@-X@=rv$a7&EH+wHw1V$HQhw#Cit!-{xDE@sVD3txvsroQ4yLwmXnhkdrbg0!V)`! zH&NJj{5nbR24k^MzE}h12#K#H)?&K+>jIX*prJi)xgueucxTewj$wbyd+D1Ga6a>A zHQGZZxPL+Xe**oHFBsH-qU1W9fV)GNAnly@<_rI~l?rQU3La1cn36AcCvwp@9C+5g ztvJ(rcNri2xv7bO`|?6gY&GWeTpW$AC#sDZubRn{vQ7YTEp#Pa2uYq$@S`QC>6!w1 zJ8`+NgZ%+yh|d0lQEsOAntU*RbN43MrjQ@DDCSGtl=p5g(IZ1R9hBzk9mBt{(RAL1 z)n7Qr%~`ef-ym>eWn>yr_~1_U_l*g9(Za!R3#JPrDqe1_k<&ji@N^-kmkwi~L_6yl zZ;$HP%~!&CYaj8v=Z$qMikOHtyr+);(mKZRD3?&HW zi)M&eLLncBsT^lrSzhjIN%SBgLV+VE6@Bj@y73&$T7a=_->=4Dil&s$JJm@qj8d#H zs*vzFLNsa$&3dm&1AYAks)>i#Z*D$rNyXBCNoU6u>Mb(Gto^iEn#X^v%13>T7M%$Fq0FqxtTAg#T-r zg^sde6)&&XQ^TrDU7&{d?)q#y*w56=Z4&9>HUy9|1pR~+eO2`II18uFq^ux00it}d zvAQ;Bc3Bw_AW%%0{AKAmhPOg^T^aY3ih50SH1~BA`$!z(xj{-P6+XB1)dFQaZvu2^6fW zudZMw+V_rn{70|(ITucU9Ua&&lCn>#LN*BCS(en!O!5X{%~Si$KPHkUY6{|h6cu0^ z9LsmEB_n2{mjH6IexRhiU1sU!3L^K&EAHLe|f02=LLm>i23 zvymPdIt+RPV4S|I3{?7vzkKcZQV5~(^%G|>w$yc|BmUxq1Zp-lZf8`?spA|aXv)cn zfl4vUv}7VO#Ibt?^6?9YhB&G+Oa)3ZBTmQqK~4k(mxW!zuf*NrNCJ%<39bBj zs~jT+&5`J>9IpCZl9bCNj@8FUzH2iTRE9b}<7J`8)5ntD{GQIKEl)J!`hcQ0IO-Qx z`}W4LzO&h{bM6;eRD`x*3$lTyCy;ywxLL ziTW&%)>8Aj)#VS;rAL%>O0HcLEaS?^p#IkBHnk5MR%dnt3FInNT3oa}!P%s$x^{lS zBj>CHs|>lXauJ-(?{CwP-%c#e>ZA5n6xUGAv zdrl-_eZ@7p8r#s&K(@Dy8ffr%PNl4SV?sx#uCE)`9M7V;LQ{yC;y}-ytKQSE9S8kK7XD zl195y#OtMh8>SlawJo_z9dg$E&X1M_E#zXH}(5pU+~RAdm~`+N%aSf<{Kf` zTC+rzmfGahmnXEeIE7{VaC&(^8_5t|?gWm6Nj(m8?7DFOAZt1kKWdhC=3Hje`iu7Z zzexKJ6haRlsT5%mhNm!g>Gkzc-Hndnz_Y0>Qw z&hgjbf1q9edi+2BLAfl{+S=O6+FBZq`3VX{6aW0< zXE<2C13jpmPPBhd?SBvR|MM3Tf{zFrBm^-o|4U<`@{dq}vX=!^8Qq<|Y4!Ckc@#w? zrZ}e7_SPA6njGO}WiMi5S!VT8^YZ+_7?ZuptTxs)9E>@^22Zeej=QrtHC@)R;$txd z*B`HwFC32VU_{@u^FKf0zc>lt@1)S8qNEOtE8p)N=r-9qyY4? zJNM1W6MCo`lAc2i|1AI&b*x67<~N@d&`4ijn2cm&!u$ie`cJpw1A>R2pBRVJ33S1g zJ>Kq=bBLVWut*`q+}oW9s803smbZ-kx5@3Svh2PcZ&g^j`ZpaXfZJ<#k3S~XRfBU zi)79h`4V3IdC_vhf6Ps1^(z+tmme{px$<~`!uq5Ou5Ix!IrJGCC+@!|QlSdbKw z*nxca%=$W}jG`i`rK#xrycV;~+DpHtB#}c1Ttr-)P_o+{%kE@FGKhj@Bht!8yVG7@ zzCKa?@KVApA-bR-Fm>(&{-39R1F*t`kzxMH*!|aO`uA&6E)4bbsn<@Ud@9mhwhj4~ zvE{;RghWo~@UO1IyR}|kf(g=riyeT=g0IRZe0yin=TvL;3k^LwLhgMF;%R6gSTIRh ztp4Z}4jve4@G$GOlRSTp@Old4FJIU#qR(n+bc`{;QtdxQ0$Gr zF4BAKu+dtypW@*kO9yX=z>rt1(G1n+;CTu#xE;BKk7hqn#w8`se%Qbp85ud!7Spp; zW_OKW>%tPH<@AekYcAi%8gAIo^Y2hW2toxCg2aEDN~NJd-T2_&mT6!R5f&!4G&&Lj z$mZ4#no5Z5U=gc}ZIzvkP3q?810T_HP;VKS$wd>c>E93^GDy{S7F6V)<27fgyY; z8MCsh1e!`UG1#`oZd*=FPM*#26EZb9DWkG4a~gVTV|`3PN9O_fd!p1zg;_EF%4{pj zaJw_^zH7ZnLMS(|q<@AcevnJw2s}OhZyyKUV{mY9Wo_%di3yg1qN1eHl%3H|%&*a! zGKWN5Aa~rr<~#$0jeNUW2V^qke*SQ4)j?vyIufwN=CC8Fx37=cziX^5Rs+UcKDjt4 zB09S0EHO4#a6$z-B09N96ZyrTXGSLe5j1bbx5fY8BJ}s!=BpzfY;q?!I^BIAP1hl3 zXUAeb(-{BkWM7;qOIqQ5;xr!+PHtRR#Ba=c`O~1}$@%*{lp=|oCdzZAcI1gXu1UxF zX@i3(4^Z9Z#VqyfFd1C{{_E?R7F5zw(<`SDn+wJK8G=02z?+u)6q@%pXXgL+t(zwB z=$}uV95NySw=6VFeuRQ-?KzmPiP`^xq@fafhk@&i;pgiL3`Y62T~2997er)_Z*S^` zb3*yMzIt)S*@hlpY;Et0B)EaGU1t!#cV8k?BCs-I&d=Fz#p$x8Izm`oTghE$)O76} zN=={V_&a{rf+roy^f38vW0q(NzYh|#<(@6zcP6n~%oeuT;&E98(De3gzV9^v9=-Bk z64TPqYOPnX%_qwv=`?G_#;Pn1T{xZef8kv zX=OPo9|ZVa!qldO+&F$81B3O!P-1f9{ds=i>?whPvBqq8Vzo6~VN=J2%x3(@(|UM6 zkX>~WiZTAHB>$NYha3g$D3|6g2>=_|jL(z4D#*x)aN6(bohKTj=k@f@Kdf2X6p}+j zFFo+FSRey-L2>M^Xte63pE5Ka~dVD>#Ob3iAn^Lsvb`n3ZC*hx{l zmO0@8rh4X0y$kx1xPu@yHFX$+RybL3Iyr&1&~1zJgQ#tf>d)EeqsQD(v{DCUTQe0e z?XGAPm6c7YTQ|xuRk+ppp1_>QvpPBne*ieN5Jn*G8&55lJJBcNZ{Yvi-UZ>O|R#!bY{!Kr%;Mx{~@$~FfF<*<+s-oPUziY`_f z$h}?y+7e}gveKC(uw5jj78kE5h>nK2ytL0eTowuiD;;Cwx8Z#dR{b4+hlkyGK7X_u z8pji?E4R5Ujsag-ckDQ&qHihmN-q4)_5vX}rhkxY{&QUY*QHHKg?4eR3vtPkz?Yt) z8SLuo%Pu`)EG?@bH8LUx8YvPSd#H~hrTRJp8?rw~vw>+jPo$dl}qRyU&`X@y=7Y>2glnc<9U2$$8V=d_>*HQ^%r(>PRGf zt~>#?ru*H2K#rs=Gt<$aV#fdCa`4p=zFvbmIy|>b;;*bKBX+jGM(rT@t2Q;J@xUOy z2xZU;69DbdH%TDO2#JSuQ*Qb`<|6I4Qd$xR!O>1xNi zX~T=+=4o?5lbIq*OM~^dPNPL$M>YlnCsK|Ts~AFHE{Cg)m>@{HNmO|Nj0DexgBL zXkK7R@!X?*EIXGABpOAGNRXfU#LNl0O4wO8H%h|eL{D8024$Vrc?m)}I~HbZ%xO>I zwsWg)y2zu3EZy%h<5={z_|dO-=50Q^UA8AHOewkC@pyScZ$_3C5zHjdWu}F$ zE?K5;zXcWlqdGN418wGWgLn%QlXpQuNXUIl^_darq6{T(U_XB*`rKrs0sDUzLadAp0pV%h)Q zgjx3jrD1ih_Hy&K9r>S0!5HB&+zuYHCsnp@EhKrbPBsOPh9nOsUQ~QZhUf_o12j3k?$sX^)8GkIe$PtHkXR0XKa&RJ} zqetp%n7Z29Ha%V*=tQRjZZHx)hmeWMrc=lE@<{A63JQCK!5TuiOu-b8=KtA_63b9+9U_aU|TpRf0iVwN`UkrPw==7~fcThxQV!IYTw z(0?-BsmASSN{j=-=vU9_IK1zEZBwz+1hfrkWWCeVes{M;RU*qG8Fjxn@9%u+H0lND z`lU`Ls@(GHd|M0Fe>4-@F8+|^fKZ7woZxeRWDCS&0tWL>PR0X+c%=7TFRlQ4y$;L*W-2H3oTpBRRRfnZ42v-6QJw0J^IoO^u#98Xt0qb4vvd^AmMZRytlTbc-`#ok$0Q_$^ic(OQ^j7 z**osg%**Rk;Y+e-D~Xu+zz2`u=x$ADzWhc_@l@_F6<-K8748y*^TdEb80nTl#T8_| z3E)dtw*>b>mpeR%vrN2$ngWnRIA*6=fXLNfw;U_1U{xTaA{E>m@vGGv7uv_SX6WxW zGBdq3pGqZb;Nq4byPyR80A;rurmG$QxaH9u&MjL>l@fYo7jYaSB{`#gsW?HWg$`+f z;fPKD92N4LNpH!S&hGB8v)ySvkWvTL@7;La&W;y`co#1DELl(=iC&!+xrqS_7*nU7 z1Hc?e*+t1IEX)$8Ihtx%e}u>5lF*+VoVpUBU=NeS@G0bM=V*lXhxE6{bQcCp zpXo#|j~A%ln5jINnK`Y}>Ho4;RIHe@$d#w1lZMDeTyPZ>l z+;vq@G;zZtJKTa>c4HNc?`&xaZGC(ss!_mLR$7D9r58Q(Ua?3?L5XUj{;WOS72gtu zarrE=pnzq{VW;znI9^xZSR@zsT+Rz0;mGEkzhH#F8qI=e&`$Jy+Oz&Nnn|LL6Mr34 z{PJxILE{leWHIgK6(UQzyq$mP{SO_|vrxyLXxd>qv4PGE6D9&#T>^)<%1%2&!p6ND zs5?nEv5lH|@7C#C2VY3vhiGUfh-&zdAZ{!ufBPIn5S(%Ea_}wg+-Ko70qW+qGa|LU z@n%cCU~(O%2eXWG02*UkW#|mg`C%kr>n*(9crct_{$|Nkk!f2sq>VD z*UdizjI9Tg4cECPx7zn8flY&cyG3S|#auztSE#y@ zy5KTHmT>o~2VNO z@6239{ctW&hGe*7Y?hrcKc|uSfL*tZ&5ypNiFjWNBU@$BctbZM$xcvJ|Ag<`KkoL{ z!<@m@Hb8~!*9X?)93@fE11@Lur)OkRtYJ_$t|kw4jlq)K z3wLhWsVMiRD;sQf-5fPmn|6JtyQvP7!NG54neJbsc<-Px$+hKDTS#uk!i3jyF*UK9 z2S!Dgr`+m;S+(UQNJ`2E)1KNWh$OsqJIu4kv@w)SA0B2@tNDnCr<;ukna`Q?paU#T z9qW@pds3~iz+@K}EZ}c-esUqttAGS<@2>jEp^v5Mae?XkPd6(S+PQ5-^(P1ox52z7 z%II%G8yfILCo3?u-2wqtqwIAuRQMSHA0A4Qd_q6>d96I}4hPORHiqOCy6JfWMTrn< zv2lb6+)Kagt7o2c_YC9}BYL+mV29I>|F)6<{jKpUk49IgAs{qXypY^1W`4_*&Ex7c z4EDWM(D5PmA?oEs{>YA=nx=|+hC!zR9FG~GPz71vY$Z3e?! z6s)iMr=>uB4%amlNGq4yvX8k+e|Jn3!zXqS{i-B-kGVR47{i3^_ z2{B*dslEiB%y%_@Ho>rN50Id8kyiR1SK9k9TL#P7a!pBpoIneZki~9a8W8|NN!jdF z*SEW)HOr0AOzH3dwE+LR{(iPOW`BZe~xo@_dN;H3smyteC1^d=JIRq?Z)df zb+wXU!_)(mp#dN$q+p~{W2&3C)FE3J6%cg4;txC!cKG_1Eg~A$4OnMxNSv@^zj5*1 z)BS@>rwes>`0Wq*`Wt(;d|CiUZ~sW2!R?xxi%dvN6rt&}xtNblbPew&8I2BtmvM7@ zTySMr;DlOvGbGq;l7g=HZs^b6GGz?K%GNfeBZ{6#dx6e&a~PfFKxZ(;jjFx~A?=e) zZf3;tJ3RWcCr}06pI=2#M2C6LL@e&tj3sEk9EF9#idB8tXTbxe2e@ zE7{TEcEKDKJ#TV%rrw2=(`B2{hP#%d)N$GT{@{+ymH&geq8Ce zW-C60i^5A5+IpzLBv_$_6kg|uBmF#WUt)YHFNQEY$(NR1C>SRI?ACyw-bvEa9zyCf z^CkjRZI;HYh}bBF(7e$_8V2x7Vn{CxO{}>4dPUYKMH4(TmYW)1V%dT16jzUQuwcuH zpwQ0v6DFjReB}xs)e1UT6)U@MgE&CMyT@m1Vj_b|eI&v#|k9SXgQZg`n#*-=7(=`5oB%GK+r|EJM^~uq3nAm?U zN9xvRvvfkPI~4|oH!kpV$wb~xwQ>>4s>F<$7oQMv0H~h{UVYrzc#MK#v|TWBP6hNt zHki3N)hmy8(CduFp{;F>H`$svYnqW{0ircLt19o9viZSU_ZQ1QZ$S?kxCO-h!2xkY zl1sQR=Cj|@sxbI#xu2rX37$&z*rR>i*1o@^HwWg+Kkw z2l50>ILUNkNwJgREA@P=$J3ptn@eGQrl+QIj$f~5<>scPeQ}H^d0nny zM>q2Z8P%IL^XueGN7hre67Gj4xf}y(Bugp-I6s7aMYZ5U6Kj$A*xjJ+{Fy7rP?0Wps(cBv3Xvty1?|RoTa)- z>DTa@H-aC>?Qm=gIM~_eN21Ke-?O}Cl262(s-T?tg2+}5Qz|BZmt^{CPAS!WbzgFi zbQq(mn4vGfGHbpLA68~(#p6XaHjcD*!BtXaNtv{@T%L8I>!Q~Wq#1-ftBp|Tv|hcHCv*vXI`-l{chz1T(V_D?9D=k5YyUHhar zFP0XGzYsu9Ltk|#HgFC(*G4h9V@l-alXKkAHE} zThn8VT&LgJvzj{V$ny;^aOD+XVQoSOV>@2YA#c;jyS+=b9xtwJJYRKoa>}x=lbY9> z-mE37=bY0tT8;KTS8b!?x26+h0NmWygRHP5$MAU)7{*FUbLcyrp>|8oEod10NchZr zZQqMr%js?yO`GenA`%k1>1*W1stoZUH#JVQL5bZ*o#U0^akNN=zz-q|h@kpDZq->X zXuZUJsj{A9*`+O{y;kBJZ?QE*9P?gvlHz@2t(?-hBod5cr0(Uag}prz`b&(wAa2x3 z+wv-Mu&H1b5N*-8xw$*P?EgfR%<8>f>(lW2Wkpj`GC{#a?W6sAt&9PXAcf32hlWDy zIh|$qlekrOrUQc)3f~DvN%du9ynM)@hc0xCOl7&n)iG4vR3D*bX1g{we@Outiw0%4 z|MYtmTKjl(4du~yOLvuL4>J(+*w1DDOqaHMt>>5Rfhf^VqR>@x3!7v$MdxsJ*SJwh zNzK0;>2nSeYPW%QL599iU0{;%s*h8p0cvG@9elEX;mi4|^F$k+Mg0woVyx_Vr-CG2f}gvg zpO8}Jvy`dS)zz_C&0cTvL~j*ZaTA9A^wiFRa(gx|+3#YGggvTVv2DBFQ=Z%JzcQy` z{!YFkG_%3^;s6dvLBf}gSZpI_uFq?q5dcVag(pZXCIk8Ft_>FzNyZT8SRnUXucp~*Fk z?!Wo5so{Lc-2?-M%?oar&8+1?I_@u%V6GuBoYSEA^-Q3qC-2)n~VBwKr=wp()5| z?#ERTs|WRao@xw5G<`zQM!>eh5PaSmU!O}e^UtDNwZHf1TXzQp?oE@h9uQ_ z<#H2@ZUCfz3&y5S!Vx5jrYDePxGcRy)5El(wQec3{DTh8bZ!gMK?9zT`wqy4TzipBio$Az- zn2SNPITNNuy4^B|^Xz0Ov+3GP(yhFr1X`0=*goECmrSRmrmtG)14)9tMfWG@ahyiA zXi1wE2{d?87!KiFc8lVIaO1{ua47%(Ur^`#_ivo2_Ukj){LVmz{Ti$tUgB zwb~~LE9~!~gW@Wy>v^%6)TV)~w~f1N^t{m7-WSW<`?Kfa)l&W#&Dm6;XSn&=53AR- zUp~V|fo|`8vP-2{O*HUlK>F37)*Abc@ZWl*MJ;e2W_wmV1{_a@1W$V2-U;Bany0(q zW09FWcNiQ;G9jhE%_x)eWX_)u7?jp_j!n2Uh_<-e@6gUmCVKUJA1ABMx3_mMD5yR( z;XM&6qhgqBbsTe&_V~Ee%thPG?eM~aTX5sm(vya<6|Z*Ca3hJhvInT~hY4Mfm^tiC z3(J!QPs~VgBs5*Seck$mKgpZWs`=!>N9Yuc7JTY6@)8-#Eai}Vu7}y2$FvGB@p^+E z0S5FacY1l7qYyMn90~ETyrU-sl(B|USN%roNz*Ma=FnTucv)C(lXf%8vh%hIQH06@ ztK%Q6o_Ow$)H!-mpZ6fxn&sGC#wfxN!<$JR=G4p2VjWH%2{K1>G8lN4r0RFqXTC6; zIpaRrG@_1-PxO5CCL-gf_^a;qA9uvvsf)P)I$mtPMXbH`P1&9qLp?$F35@91glOkc zfAg0c-7MR=u}TWU^Uuh@>DoDB4%S?+KV^L*nB>Iy<4^oG9WJ8Gn3?-_{z?wlow+|N zEVnxERi3gzLrzZF4MK?*Kwa#D{l!?SFs*H@DZ_XtmI~!HT!lo()5Z@F^!W{1>&K;Ef89St#i_JusEki^J;6IryC3=mtA_U2aa`-v9J;2K zV+huQb97x`Hmp1F-;HpUY**CdiFjV0me0JWE?3TInz3xy% z3Cm-A)}(XMW142+YP;@a$j7pbGc^1;JMsIZ$oz5R=m{3W4kE(-B-g7qM+WK+kcv;Y z_io~jxKKh`jlAc*%Xa2@Z`}uf+;!6~U3?Q!tG!{r0z~LBUs*_CNVFTT<7xEGL9G(R zm)$|ZQvJbG(YOJ6c5W7-F+l8>jM{=rUC@4LC38sPAPIC-D#`e@mX`NZM(^>rt6W$R z+Ll)2Nl}q4xXlDJk+7k5>-`sxLtx*n55xnTm3_ZR5@h)`TD$-pm5j^&CSIi=A)?Zc zB4O7zaV$7vBIn8X3&B(0Qkt}0(RCR;@o9Q#L<)(>r~QuRkw0n+Br(<%GZ~6>#{pP zoLrP`y*&d)H5+g&O89%pI6iH}yekQ|xXjcnwp<`QIy;g}jUsK8-PH$G_nA#%n-C+P zV5>4(OHHFfudbgtjpyNkt-KCLzU3UXccJCAPl*IBMs%@%Z_RP^q{o40(&uXw-X44& z>n~3UG%E`Im&RX|=rH+s)wX<<-mBcr2&9sd;P*io+G|M=ZCqHqs%M6LtFrThmf&yaCS2 zuB*+ZQT%+*#C&@;$MKvgh`$OZod-co*u4Zr)wn&>X-c{Jo)`gJ>&%uf-nPihUCt{? z$j@Q^f+~NH7mz~%V2O;{XgERCit2BKdL+`3nf~=jU)&qTGL?OGv%dS|e(jC6Xzlb} z;HXIefkOM`*WRT&pMZ6;H)FYFPR`rnbgrON99CVXUb)?zEM;byoM3gAWEaoDucZsp zz`I@YFWMUxv-O%&ojr%5?8)wDkkitt!rRWCQ_Ljyu)BlorV-w|Q=XX)wNlr!x#*9; zolaV@I=Z%UB9VT^BH$vfJs`OYufK%Z^$ZP7-44{(Vk<+%aY0K}_jkgILUZO1{qmp_ z+{LAx&Wsy<>54O7X8$d}P_TGM3@oWI62W`0g^S8o0Mp(XVrQq+5))-RYCSLuEZ`iJ z+)QO=bxrm7HEZpa=oeZ`0IM1YIE8f;!Z_^5f+6aZpEIf5K7Q-3hG(Y281amjIusTh z$*zZp3(iFwc224@D&g7_bPtOfW$)bap z`y6I`*6|~Jz;Bk3hmX)}FiBZ088On)DS1A!+GXbld*3#eol-0#ZA|DzLrcAC-y($F zyhpW1tZ}O0hV6usm6N?SUFBrS=#>pfs%{8Vf(udcvXhqQO- z1S?$CWmwQ_b5PR)T!Cp)V0f3ukYM-C6uuJyTIrOA|oH`Gn()v5A2hxq(sE zCWVZPB6YkbmF?*%fOH<0Mr%X}pD-?Hmi6xIRp@u(Co26`Dw6j9M%f%J`=LFH9J)|FH>?F zDSLSDg08u8z*_NihmPjtIl=+yTQ_=nHMPQo7Dgtf)9J=dEYq^lBtu6 z@`3E<1wW3ez=b+;DKnVCZ#?gi_v&ZT?x7?U8y<)CWw0e^Dnr`FYbk8ryP0pzEWjfQ z`uEMXYAg>E>#jx2*J021n1+i|%iGda<%k@%D!j{Grie%{LQCmlc>T?)naT@Eg5EC8 zAJ4^|+IsR=>MuYnUJW+UOTK#R2R0%qBL-EX%#8W6P;VGD-Ecd!BoV=p>pgcMkgOpd zcM;_^JWqI#zE|0WqMm24Hg{RaG@J$pN=UkaGNm8&5bVeX{c&WUJ>FV@6W%+JU*U-ts2k4h%-o z)+uPFsopdDT-5dw$*4|va|%g@W*ch%p{?{dli(8oKH>(5TgK6qHNL0u$5?{TIAh9C z3`c!aamh-PpV#O&w}c@8_bE=R7^#GS;e7g4jYM7o{s|Qt>Xv}%!dyi5Xyj6<&{_?- zPoG{*M1Q4-`1wNIHTEZACTL#T?CxdldqE zn-Ni3@>+d7t2187W5D=AyutZYVUPSNjZzqrxuanu@B^s7ejQexNHR5kOjD?i1h+6& zq^*q+$!2WipPt55BqSu5FEctUnkPzL9cc6UC#N0!f%3q$sp=z=C5E}P#BxCbVD&qo z=diorK{?k`yFTkDH&hH574MwOT^X|=k*fl%}GneSUCqST{7sX(uz zjZ13yUfL^LI=wnCbb|Nv0#(1K9nX&-3pD(a!eZ+{${cjwqON*~8ir zolQ+CIJ<#u=Kn}m=6}!^0sv_U5O5YRMmWce#T+TqvA&VgOOj~%*A*_*D0fVumJDE0 zH!6x}OIYBeb_8CO+3oD!l_>*$MOSv?37AZWxnReE-Ob5y{d1;y>B=LhYTEcmM4vjM z;;ht&3O}0d7@+PcM9yEADmg415$!cN+~?tbTe_H?DqR%O`tUI*zTx-{a=saM?A6ks1|8ME02UqSw7+aCz}hncn)4X5Kx8#^`dYN0Y1KDtv) z_r4!-pywc$HO+fw6;E5h1{~&a%>$B~Xf|AtBmL+nmoa4@$^l<2Y}Yp2vp47a_oZX0 zkE%B7xpnk^u;lriNsEp4ACvwl2Wu;C!x~(L<9OY@Kc+8O&OM`FuQj?De0MUPPd}uB z0c)HTo1yjc%@4307n7qu$hMZyNnce=3>zIC{jJ!6o}W`*<1+f=15h&e6*9<=<~W-a z`P%dVGVIuSf8sR&unP|aj%s_&lV=mSxSNA1xA%yJrDa^qOX#BcJ;%zX`h=#LZ!c68 zw@e+|B}FBbb>1!9A24BPYfjWojd!Hx_EehBNdl9UG^Cp%!p%^@GWHW&Oz?xu$XgCc z{nztlGyzTHBWGPEEoO-u6XLRr<`M~@zRPmMymxfNC>b=i|NrQE%c!`vs9P|&dywEx z@Zj!l!QI{6Jy>vecXxLS?(S{@3Mdk+aJufjUw6Opy5AUQ)Q_rBf6m@}?X~8bYt9dB z)GV{fTa(GQg0k0{H^wV|jCHFdT!JlQJ;J5xKXa!84uH55Ud`F393m z9hYu?&k{E2i8cz&94x!z5dR2R7FPGbcfL|C!cFr2NHsHz83h#VC8Pn zf%>phL79wEKalnK+#aFLZw7w;mKPA~UNW7+X_(4l;~NT4DA#Jy8kv)cmBFHkQGrrb z(K>Dm*PmuxWFtsc$lj0yULCFqI!wb;!D4G}sCiJ^#>$9ljP1 z9r9(A{Buhl?)Ypn!qo!SS-59`_5}uyAh#>%Kd&)G?WfZ?VDC}RFt5rQTc!osr##$OP(V{<~H(UMB(Xe}`+hqI~ z0a5yg#HI)~I~UXl@wDV$&=%`0-PbB@pG8(_Rj!$JzGaKKDX5Tz zv70AZHh|^cd3u(SQN`RciLMXXqnAMn4p`Q(tK-P3t2^ZT7!V$u-T2Gjhj`pJRTY_v z$wJ_)hN=*S5HNb}Hbk+5@7YjGQziof9k|lF<&gKiLhFPy1n@--kytJKfW@g>AKR6x)p8a8wmHFO% zs#H?T2oy9Rq*mgR$@X{#4-&8UOMlVUPAPTW(Nt4wKsu$R8bv~_`yiSa>hL@#hAY#h z4qEa<>l_YN@OH4Dr6l_Uivm=9@6)&5itD8mZ6BTRkDvwrI8;({5ARZ;zYWA3mHWqr zoC1ja4};@lZr2xX&Dq>KPm1!Ox1Ew-`qw-`Vv3anh3-w;vBE|kFhd9|@=0T2V(Me* zNzLnF;%iw}=F=rxcHE0A5&5|n^vP-;-Vx!N5yXcp|ECwukr+N>13WE>Nr@PoYcn}PrbwoD`%da{OxiBd1An$|LtnZ zg^SRJ!Sj=)s=6hFg3QXilj(pGs50$B_j=9FvYREif4%ow&k)l5m&y<4`}Hh&!UK9phCL^ zwxvOLt59j3RGbOE`@U+>)S-m+n+Zv^z;g|-j?QAU{i7k*YSbh5{CRU}Nj1;!27||y zQ#D|>cdaCOrLAiJ2&}&ts%p$O%B}O9O%kKlGAFWM(l0etsf5dW>uW7lC182a_JU^j zv)?KV{_@v|-JLbTW!x}km90BcaQmrO+vgm}r5!un8c^2&FlRR(fytMg25jo0nWb4Rb=MJhCuvJ8K{ z{QwD_^u+F$Bb~mHcmRJE>*nT+WCVA`&K)OZdLta&!BBs5We3KxJ!x%tV3I=ozfT4& zbXn@Y6wS%|k5O3A4DVL{x4k($DyV zKl&s^Q_=TwKw~}jDKENFc6<+ud;2o*h2Eh$kMqv(9#kPPzXrYn(rX!Co1u5!8ko1X$Cr7$F= zlPmo2$fz(SfbV!VBp7mkm+M@nztumb}{9fwIeiH0~(+GYPCA@)6TWsM;`Vx#Ts-NUFzi^vob@=_l$_qmt5G2hzP zkL}4_K_M4ow^}aM{%^=1escbrJ=#T&%zGVG=$9u{eo#fkj`FL8z3Gb|+pK=u%jw0r z)c#~Dd1p$lDGg3ejmGa{AlKgWCtB?8M3)9AQ2xW|#rqrSQDIku{>6E!LAa~W2X9F4 zfJbuzQ=_KRHM%-l+lG};HjHMs@|wV?>3o;vL58n0F&-eJ*lDiwbLGI+*4D_{*!#6X z`%}Q_oXaQFj;zf_D9D0?DA@D62NOdve>hHp`120?w(RjK))K3!A7_>;lcktAvZr^E z4aaT&yz>9&`KAq>Bc#it&1f$0KVO3Rvb>Sa#&0^>-4>-_TB{uKFuAuTVkwvxNB8Yd zUE3y%^oe@RvNFEH6*q0^HRwu!L8xY(k@r)5+RiMKyF1F_F3WtK03EAdPj3%Ri|^^G ze!TQU(A6rtK1tx~Nyla_Bo*6_sB0E7G7VziW03`fX8w|)hTKnfq0s}Cs;ARpw}DUO zzkD3rQW&%nzFJozCBnKw5dOfCVTU&2&9M0=q^!(X{&OTcauGs9p))7ywVS^Uaf&KC zN1c)$reJUqcsL9H_-IJJAqEn&ZvFQ8W@lck$DO*CBJAo16l;_Bo^|eY?j^7p;f-*~ zaldk~vkGpWLE$2+MsZDSo5E#^8N#*?G!w7DVC2~1K16Px@k-xmHV>)!$#!f6*)Rym zL1R%N)rDOw z@^Xltj7FojG=w4s&=QJ3S(%t@tFQX?kahvW59x%`u5cLboZ95dFQ*BD?8sbOT}Gqj z&6KV-H7PRRNOFUhelug%TR}vMx_ZE>h4>ul{JT$9q70y-p<}>=+tj20=pqgmMyqB7 z#B~3j#db1OME8uav))wzhjt6{2>!zuqlR^PU?GNQh?go}R=*(S4d z%*x6vTgyAc3m-k|gG^VUF!EN+JMS~ts!%U-VxH=PXuVRE@SqyTuXB2H5^X+_q;|)# z9SiR^7N-C&9GNTz&ptWi{2**p%{1r}$4p0ytuUn#|Khi0`eeRmyuIgpXuzTUOH3?w zXwf`Ef&-<*8LycqZ3AGCjqVt%clTWJi`3nAX&`eXT2*2Uk;(FO!n;J(Rc;3g3e)lf){}UcF(x8{IX>c&wpVxzNs(hzcsyS3* z2Dz{y^!sw?X%ur)i^mj)Japj@9b@V$Tc75-K~qp5$9%BKav8=M5I{VzK(eq01VZh= z!`5(5!_C&{7C*veuM?E11!B6|z5enP|i0ad?aExpCIjqk0kooRK2#D8RZ^UCS(g}65+NiQVS{i#XZ~`Y`S|g zJkcD2sNlX;IQa`^;%3yAc|Ye1g^xXa*wFOv*b7Q_hT#t9N~Fb8!vIU*OO?HfZu~u- z%KUGdgZVb+A>NYoJFZzrI=#B8xjiD;F&?rWcMHbtQ* zTZ8!5>yP&jRzh{s+wpo}^3@jSBr!C4>gRNV!T762=mV|al2XEWE%@L227jK6MDyIN zweO{qcwY4;9unZ*olN0Ou_+2N&>u7u&x+FVcX|D7^1Hoa+URpHE-7V9K@)oab-DE= znB>htc5?DBK}TYmOT~3`e)1=Tgii?a%#fQOYGltj8?H|F1T*@FcQ!)0Vvv;IZV_4z z47A27?+lDvfRk(=73II-zdmN-&u%0A^S^`vcB*f17%m3~g})nJMpTe_Jtm)SwQs0l z*ZKyGj5%QM?WRhnHdJ(VZC?_X46@_qNGr)Vbv8>>ml6~TxLX|}s+J$N8#@Xq(lhWJ z$)$+WwXfBOi?Pz1fenh~7;MZsdUesRZu+qmfxr!#Z)g09am0LNU%sRt{~D2_2Dp69 zc6)PRCckO?1hw8Ojq!l?@rMr!=Gwcxtcu(ZS{sqVQ~-!b8qV$lSbT9&Q1+DVbasKNiJPAI z15=4?wm<|m`G?eXIQxAg+AzO=os)m^592~I^mKl5MS=SUy^!STMAPyZT?cr=r`0-r z+Btz+Jm3~E0X*B&mogx+);66>fY2!agQwsBV`xrV`^<5e4&<;Gvr;#qz8!Df5L?__ zXHOJYukUnS_nmul7Hkx#Nta*%__LsDu}DfJii^E#3H|dn5vALU)4T-o4oKUVmA_I;?&oi|HUPgITpzRRJ~0&y zjUb~U$a6^m8)KHv5?q`I*ygum^+6xaKK`VSD4U7|vSx4s!ijXUlR>2ZA1!@n?7HInboz@X!W7H6MHZC zSA!|b8XOxvC)B6gcLF~+lVb;+k&iV511w3h->j0FL8H(Al?T#BQSesF!KS;uy&~BH zqLe+^+0~J0s#AY!YNkxcq3rbnbh31vn%8WKfIn5qs@dXAQ;M$&ZOt4#=Y&DTTkbKb zLa-Nv(UQy7eAFrqk~{d?Poo6P8SsmRo4X+*%DtMvX!cI$C4NVTmPa1(ZCkhd5H!2= znQUO193F#Upx}~tI^a_^>ZA=#Q%A*TsNPx+s0m)BI+MCEq-1mAnoThb3G4qQ`5+D2 ziXM>fDnnjj&WN#Xug^z=O@@20bo z4BaBW>vYYuAaZ|FhLhbooW3@%=%OhGr<%xd^)$utms;h`yBB*6TcmYaR8E}MU&uys z%8J$7m9XE}alrB!@bvsM0+Cmz;M|!4LkUC9cWaA zNp<&p3|hK8j?3J(3vGM-7?H{6xGKI82z(EArhg9a_Z0(nTK1NR-C_OQFX2lllMhq2 zP4IA`3SH)9xtS>MJ}y@5`}tS_{auReW-?k)4pXIEL4xI+dhDrJLE@zY?VsB=0~wMR z+^4^!f<{TpcAgX*e28_H#ddgp@)EHE&>xUNU?NL#k40WkZx0c2duX`a$PVMKr8gu9 z$9STCPL40{^-tfn{f*DP{h*0BWwv*~mXvE4qZZFdouLvYn|MI>`4t&1Zc5rH2_a{w zX9TzdR{~q)Ja%|kb?B>@jLB=Us|P=UJMhNhqJ(QSW^cLZ>;Cwe(UZSoy)#l#%E2 z*^#@rJ1LXImG(6*binWgIP`KUJBO4OHfapFk~-iBu+SFVZ%GOQ+U`*lhN9xs?vk>z z9gFZef>okdo84r(LXCf{cDlo5e6KR?_9tD}ZuE<+F=*Xxv21!@K>h0?E&>pP3#eu> z(m`%igean9KH@5{UUwVNRMpgy(Ess0SC9tHR9|;6zI7WM|J`ph|0(RH_aDf=Vb#$B zq)V>cMqBv?_DCwbVG#q^OKl{~TRS~;X*r1kzX0Nj-|`Z-)d<_OQLk-nFJ^}8A4IzB z#7PXK6{^0+(pi9G5dzp12P?Tl?u4b}(`}Gzn0n4rFLyI@#nswgk|5!f*&$*WFM}o!atfA9KtGG(yyDZ$r%7`QsV@=WNz;)oGOk6Iv{bp@Z z+FbuD1Z0kzHYAzyWsi5p>s^u!yc9dUDYlB*InP`pA)m)4w5OZfI#S4ka7^<{dWh3g zC407C$n6(Sm5h%*XL4)jfFCQlv%7z4d7Trm7eP4L9 zLibLuH}mXCSKY4bg@CW8CR&|sZd^Faw@ji zJWDnHjFjcmv}*f}rz7SveLA|TYTE?n{#}H+^CD3ROWfRV8sYFb|7M=42xm|CdKz(N zdgE;2l|hjjdm3{fd@}%qvDc6OcyX!F$*ffCBy<9Ey}+{IsV5|!j`XU;@d)&0L&cI= zHwJuU-`8mvozN(U-d~lRYEX2h# z?wvoHQDFlj2c`Yl2RPg6^~9DV`(H^u-UB&;Ni0{d!lmEW*Ek-v+KOY_PvW62uQ2d&bUL$tNNS?pAA@9D-OxfAQu;rPan;$OwEAu zv$~YthlJjf&Gb9W+WA_w*9Mib5fnUfJ@^g@{;gVqwtf!C_m*+rZq|Nh#W*l7L$lao zUJ}X657@L->7g7-9l#fE4`ArhdvOgrOP*;dO8zAD_8R^AxJ1n6ZQHuHw}%GA;X9tr zye(t4>J+MIIQQ=`Dlt0L8(CN#NN4NEwS0iN_sZRnYV$$`)%24nU|*0Qkvyn)PH1&_ zb3a(CBRk!#%PjO+u#+incaYt+ZvO z#FEaOU|T26K(0>w_hJIccSG-$zW=jDQCmLC5TM?~I|H=o(eKQY%S8DV%- zT$;bmofueGMzy(ieYX5}0*Cf1Q##w1bOppc+ck~DEKW^5qQyJj;wONh+w-=$b}Ro1 zHyjG}qqUVystdGYi?N;G4nU&Gd50Atm?H7WKb>uJj2E2Kz|s`l5}=Xhsv`s0Y8NA) z5-hmKZ9chDhyEt<`%{_uLi?32@ig(fM}zNo+pWyI9+wl=r|!Lehvz?@d#$6~_%kIB zilDZ*z+=-ck}q3Q|6ygiSP}6dV)0;CfEG=VtJ1}rqTrjX8ovvg+9K~ctCq6yq!c>R zi9T(MEBvB6)}iSoFNIF{7O8dn_x#xe)$&=9N7gwemG0VJeUHJu*RMqn%bV^UtZ<@5 z>h$RZ-BPVc?Tq6Wbu>Dei7UTr0sf%g-S zcF)(94v-&Mx8FsgpCG%)BR!tqFaN;)wlPyruiGP4+-RN)iJV^b;2wLKQ5aMSRg3 ztzav2FPiNo*hhZ$l0tX-ZUg(_baJBc%*a~RG`S-j*)82g&$9v~_IK^R|NR-R!@6Xm zKERzh6oyML(``dWD>V@2pck>zE*i0OwMLs31LL5L=Ch7-lkk!068Z;P{zjG9x zo9cCHSeQ`QDhlSkXy(yE8-?>2VHoR8vtRIKw$1KS+iIQ$E0jaz^1Ex$9X$Wmii(u{uc=e|#^t8#L;foiB*lyv zVVB%V`!ExcR||?9JRipqOc!!UNQ*ueSon<%g}za_tvH zp6@;D6VECL62a@fU|FD>APL)dKMNfJJ!(#mbbyM)6ZUY)SpFG~~qV>g1rKKC30p5TK!!Ik{C!{5i^sz;2G90hy zb_?Vt9Gh-gU@(0r?(ye;2c(VcTXH?^rl-qjt8V`*hpooArJ-L)%2#ZUx2CR5-lwhZ z{EUk`)^!crKuHR7_4VpXquJc47P;_~X_Cd=UN{BAnH~QEqIad2l>lR(O;NtT?Om(^ zcYkqRAg%3q?Q*Eqhi})5K~ukAWJX0l&i*DhIbI*UyO{$5?pQ+4<4C7Mg%- z{~e=QAcgLpjFJ(l7Ru{vOFiBv<33($7&59vR3_Mhxog(Zh>O9;i@w&mw>7T4vFldt zv;)3uKCa0-g_Xf$=0Jb6w>jjypqIrqZTna;(jRR!q(*-Vplk&MlLw5TmmhXf99jY2 zIH+LSzf+-G19*4{9k}T1mV9L|c6B7a8LW*sjA+$wkY!L2T9>RGD1-_4)7I~|h4f?5 z+Z*%b80yw{um3*5oy>L&wDM$XjZ+Rwyy_@-Wx)SaSl7Ga6uxo@07SjGb-)g;XnqK0 zbND}S$BR(Zc)oW?p%Mu?h-a{{Ed1WC1vNx3;!cX8*>QpHULF zoYttj2^3`<0uaQ76-+T-&)n6QBshP?mZQwkO@c=8n#%f|ot;wFF06~o)Wu1fiQ-75 zsjYKnY!3|T?mG^2&SDE>^vmi5u~*y|H+B&$pS7JPLyCPA@|Swbmfga26N?|Epi~L) zvm5>4LVKF!@i&FJAv;B^c(quVF4rZ;^55QiVoB9Ox|(}tb&6zXAuqqE3_->27p$Io zLOrA=z?T{cz<`_~+yJA&mIF^N;2nPfZsFl906gE`h(@x6Gv+wNrK~y|1>@tI1IH=uA?Bwy3(YGBGL1#WZ|plXu=Se`fCF0_ORLMan@`Us<=(bu{2bhb0drNTZ00-%J#yF1I#xo4Cb84&8&tQ)Kgs6a6^ps?8q|I(!re2Ye%79_!aa~Xv#Q8X`I z&wbqQ!QNn>6lL;ye7| zxsP}`)bGG;l+}lFF|%4IwN4(*lCri{V8Y$z+o=$)EFLwTIy;yem^E4rbFQG4Q;5~I zIp*?Nab2Ai!LjcpApNz$wOs~+Z4>ZMPm@nZKB76hWH)d>!VjrDj}Ey*+Z?Bc8MxCp z!cAJm7F-7G`q-^46RNT{sVSnh5qy7?gRjR_2$U4^{I}my(EKuv!=}()TB;;M^PGkKXSbH>oP^_Y*22Cc+`uuVmvrj`$uRCjQcIdfn z*G@nr?SB{FI1QtcI*DN5TvTA&MqyvWFc{MZ8wuk@8qceH5DE3 zXi9E8^xWE!j>G}#@FBLf?oFK3-ogzY{Fr&{rXMmJz_!EPzmC7%7qBQWxSohkC=!Od zZ?!Ut5gb+FtTQxK;k*!NPXi}mM!}RT^3ul?yqmIIU~omLa52}DiR(%T42~d_EVylh zeE<^8xL0hlgmNp~T4j`L$BG9T1>vDp7Gk@@vs>CX%1H^P8c|w-*4t2yy_O*edOnAZ za4akUb8&4Sp_loPEvjXU9Fq!O>Lb@=o#~}rb1znaInh56=o=P7#ThHDpw4%ST1{mc zs>LTxk@@(RCRCH$!MNHl=LF5S(Io{H+Yx4J+$Eyqh9r&@)Uw*>G#GerEB;o>#`BHI z+R~ZYAs4oWKWt^RQ!fSFM&YfC$VJVblEPd{8`PLiapbTUEjWcqOM-K-ESZH9)a(G- zvFt{X&I@m%Uf73bLzQ3Qf=jbDVXa4c)60_Yew74@dnJ@mjzz9sea)$_v`xXXWRhlt z7R+8{O!bIJYIcn-DQeQl`c~KXRCkiZDl|)|x?1Wt(W`=3Ug#tf5t~$`a);)$O{cLq z@v<)*SVItPzTm~I)eb$TWTp~WwLeDSf1Y3zsGX7&+V(X$NEFu9=`|eMf*S&Rl>g?> z8~Q}+c;FNBhyHBNObUh6_bAvDI5MYAI^OF-{}n^@j*_<>#JdGPma!s}FYYP&y*8b8 z+YPG@1UqdV70c5z6%;`5e0~*z(MB}bJRse5dT)y)@S_UjCGce@e(_U!!(PwdBn(3B zmleyMHQj5!uRI&xE<%gR_FG*GOcX!sZYfyxE`^-d&Fs9+3Vju_Jh2gaZ-HY;`I<&K z@tQ_)V{}=wZ}SJH)WQ}5K(^V#4#ga9Q@!LZzD)({_~jIsCjTv*7R!LZA1SQ@`R0%l z(=ze@W(hx_%UB@PUj%QLiz6tR(@Exyoe14DQyT?aZog#}9TsRBJhe6g+qX^K_|&-_ z_u6FQ^0{H0<#s>eW+pANBL7O=xDuslc00Uy?W}>Ay3`mZh`scB)C3hDr7>R*cAnCu z%xEkSaK;)ek2y)`yZz%rq1|Se7}?ga>Ta>)!}h%Y#uu}GTH7u-F!S|t1H-;ZVr3(1 zRg8qmRqq@3rs?UbX{+MO@g|wtVDd_#dh26xJU{8_eBqll$iRANra@hep#&{gX<;IV zc>Tg4Y`vO@YdCFRdTk|JBiC*DS^-W9oD;233;x%9**1W-xZxPlUUPVZIV(BFiWjmY z#BdXyTz!&EzYwo{*tj#+U9B-7b0vM|DK@bv@pHCVh|r!2GiiA_mvePBwa*=R-w&DF z?@F*-YmbbN9x=P@wJ6eETiu%oL1!o7_F68%QTHTKo!3+;yaB9C#SZY#i?{KVE0(^v zS{Tl6_#X=zLAJ+!&g5gBybJGM05wMiq(A$giAB?p|Ku{+|91S-VNb_>-SXmEbmYj9 z_s-g#BrJ^TH;Wz>zJ0I#1-18KV|eDQEw_>$Cqs}lH{fw!Plx4FC%Ib*N+ynokBSU$ zJn%EBxroU7=%6~3k=k$tQyX~ZW@@{dH&2Lw%x9^eCs0TTO9?CH>xTltb&}F{dF4eN z@7_cH%jklg{m>G)uO*jWVtm0z`lyZAXcjD!>IF|uN^gFs6)!@=Ml$@jDr76O`BcGY zVsR0%MEMUcO3^}ug?;y~rH;go*?pfHxPc}GOvmG%2mlSu{oY-E=rOAm+C5dZWIeGh z2}KUww_yy{#Kbye5md4y#9%t;QjLDGW1g${t04rq0+;-;^DfH-P7?pt8zTr>m8kbR z6-7h>pm@qhWl)xBdGqmjBm=w!K3Sb}h-(;49orgZd%-evWLkM1MvA>2VH^f6JtWBazhxzgvmmJqHD*)b5ck3%7qkm9UB|5(L zQ3>G2nVLd3fX7Q`lD}t6DX>1xPy-u1e*s0x7 z2c=Lfn~*0HLfQHD-V^{d4ep|=zA)b^Q^!Psz|^1AsOK943~HM}Dg zM;zW@Vf*nKL0lhK-Sf2i(&P&YfDSTb3&vNRR;|pC-0@ld+tzdgK5MI2N7I!k4h4h*Lp zH_!E@-G0GE7vE!y#wlG#2v}CW^t}sn&kcNW42;k7F$5Ya994@Jn2vqV;>kam!UcU0 zkqCLiS}*jo2fb*b4}9DL{kg+A@Yi;6;Nj882liibh2$iEOFZqpr}vL-Z;HCUH*5}D zA_hDX{KseN2t%kCkVu_$sB>s?U2~vdUmz%N{G1EFPysgS_SVbudDR@nTyTEzZL|AE zOSAjF74E;Vy%xq8cX969`YjL>D%rKTxC9+26lYQ}*tRezKXX-O|8%@me;}%6!4=8A z&beyoYV7`aR*W|3IwxSf?N&2aYiYS!dyWMbjf zu5^$MeB7a@PEw&6ttsM6bL@GCbO`V@BS|^Tk{xWbqKi#SBj1XDHuNRMS5;+u-61hZ z|GaFvauLJ(;yH=?ACBLS9hB*(;Jn(Z8~6!Kx0tx77j&eSh^J7gMnM%6!wGd~%E{fPGUUYxU+{Z>vd=;%FF*1Yp0T7gzEzeG2TRjC}7M>fkvKW?nkHEz0KKwPB+7X-7{e8Drj}jM_ZY5N(V^)g_xQ4v)>WJb+~P6eti10VhjfM zCJs*elrlFY$Ki9M%Z6xX^m4k68bh)DGRr11yvGBvAPSjnZwa$}!sEI$cj)7gek*gt z4Ix+{#s!gV-#O@PY{bqswp3@Vq9{+*l36SPKyRyACTHdJqZ2qL9!{2Y7urR=!9t<%o{Vb!0NQn<|dqy0_9ocs@>_r$wp8^z7Ky) zLyXSdm@rT)D;$#F%Ix!JK)KV2Woz12drU_gAw0KT=m+|%)Dq3|ep1+NGU+Ht+^1eA z!u(;XPT%*q|LvT)jJbL?I}WnbAg5VSMAlg$8B9Hy6JEx$d~V7L)*0EkMSl%=J+_|c z%du2(-H7_h?%#^I+dA8P`lqXDv*WYw)zVX)3O~D*fxfpIx6o!%qVvKuS*2KF+3aeH z37x14D4)6i8DbEY&w1J!GwfFC8)T=p1G4n;w3oI9SKYT^uJiTCqK z`kNB5VW>*S>UIQ*X9qD5h>1dzw?dyj5$D@Jo~GbQu$D2{hJcEif@>JsFk;^3_j09} zl$^~)s-x`q6Nj{P;Gs7Agi0PyuP22~OI<9WtSvV1b;uTPAewXX%Jq~@p-wG!+lirz zIk!hF#f&7g{Yl zHhi6K*1VT{Yg7Kx-3eeAi8s9M0^kEC;acVR;V{Vm8s20^?f{-)FYar{@N)+2h!7}oHKV=*cu8G zIS_}%-U~?UtArw)W-7U1z97jDr;#aC+RG>ylJf0`Vh|JCyfk|E-sdTtw`N>R^)IyMs$uC^!3Nl?KS zy!~tX`-l$ak!!=^fO^shi5;k#rqlEg=@aJ_3!D- zSPi()$Q0ADxePbs=XSifWfQu|g=OP#wEO{{*2OwNBVkAsY~Z6Y7kN?rq)LPhJ50;> zubjrB8v18o*-fS=>1umlk~*el$KKn-NbXfPOmU zOZ;&z%5P!_XIekN#EIwmRQL>l>)E2%LO+ZG?HgVbDL~*a^-*+))i94!ORTY<;9$mP*P8u;P33%1N!uwNUr zmfm6Lmwdh(lG^tQZKOgBxU57CJZUsczy7Dy4StLyF|}IYJ0n@7>lZvMXLG_yY4+ra zt)W|W9II11bn>fSqG^h5)b0sMa6`s#%oe02v8Q6#h5J9z0rox~)W60oVYGT}%70?# z9Z=mCc{-T%h*6J>RIp2q${3uO_OPt!xez6_+%OTY$ZLPjVMR8e9i=& z1+MA}|Hx@6?sd`?U8F8C!iFjjneX;Q$;?)~v}^&dlDpXB7qjNajv;R4CR2Q@TrdPX}(R{}zs2+|6 zjkQ73T>fPOyIMYUWyVI9+v$PhD(tCg5Z`)9JR5+p>g_e>pSR(_0SP$9h;Z#ZItJaC zM>{VGJ!kt$F(snM2!6b(HX%UawVD4dVn=9*#9X|6m17oU6SiwK;eo|W{BBlJgyq`* z6Dh9@*uaP%R#Hc-@x`96=APyy>o7iO8=M6W>rvGDpSh}-=zR=CU!AVnUJ+Q)$-5IZ zF_MvyIT6IPyp01}+3I$>psp0{!|`~&9EJ}W<#`_zshR%hL{Kib5h3}EXZ5U4kYFpw zA#vN(oo%`*t*JlOX7%AvGU&E-U%Mvurcrxh>b?4zmAGM#3kC`ZGM=~I=~DMlXV7mN zzZ+X78f~=7zYROhPYDg>zKh1c!jU5LkB=I&i*D}2-3f1g4pv=|(qIDo>_k-lQ9hTG z?85D4CDdG6I>H^%F?6LGsJhx|R1-M2>RAx%^VYYz-6;yzsJ2~vR@1c3Z=2xO04oSZ zaZwAihbd!*exWnrdiaf=hqek@_Q~}JHf_$HW-1Dg5P|ncS_s~Lp8R0E0n%OG0(c5U z=b)#IR`fE*)9I+{5Zk|^KwK5ZYVvrtIP$0Y|E&ce0;!mC)4um%MvUW3^k)x&i&!Av zT{NOR87W!W4fE#nJL-zQlq$Tu|s=YGrg#&Vbjz zMDl3~&UZPVkNQDY*J6t4^`D3l`1o0bT=^-W=s&tLl1gzLg>1B`O_=|beHlT}T?sc; zjg{&*i2)bKozWed)`_Ljzr}`GdEr`8o*L0x#3Q*z1$UfH$H*XgB^D<6=7Cq#BqcbAyH%OnIBv2w$3$lxqGl!~w)e|=nV z$2IN^n_!`catd}v%V!m;GrTO`>LP#BB!m_ypS2t+tp9RYtfhA$`Z6Ne703G=YRWGF zlFeKex%`&cQlLYEgfI;aN%w1E8k_Mf9Izb^+j8b_F7B1l^Due)yA{#dZF{)w%qtDi z-r_(n365smr^AjHF~H6LO0!C9T=}wiirv0$)&GE8Wkb};H1+irG9q%)Ob~LbRk4D$ zi?xX3Q3H3FNX#8~?fxHvEJ=MSdEWy9rc4J5K zKEVh*@IS`=PmV-YAWEzbNx}f^H z?(r1J1OQeHksDO!D(W_ zw7PxWJtu`|UvV>(M{|bTAgI#4x33Uhc|rBc-)k(M$xL%80q&vDuu}B3;4F_!R^4Mz4o~`t@idbC3UmK;a$ZVg^`|Aa52_no<@*nsYELQBT_Tu-_ zW5&ZOArZlnn-1(#x-1)5P~kscJhq`&E)kXCsCwa6&wih9gS^S+PfznfL)K@kvq8zX zFAetTQSqAf0HlJ(x19Qa+NS#&G)hWpOfT^{81WZCY@Z(dGnKV@$U#MfMPm+WLKWlM zU@J+Y07*JJWc4xP>a*5jZ77v3-qLCUNDc1c)B%5~`h5G0<7-I(qh(5ytox)jo4uyU zjL}iq=9tD>zWkhD<&WfWL^Q(aDE*Zk6^TKL)CAHGk+s`9w=r&qy$<_NbzDGT9aPoL zgA3OoDfZL%v>#pr-yb0mIP%#&%DK8oZY?Z z4{x7;`miY;dTG&}E#0k)m2Sy~48EN98XG}T)t3Y>6*8(W2{ z;I+?LTqJFx4w_}iK7JxQ=oyrnx-q9GtX1CY&7l@lc@Ymn+pBY~J z{5n1C7;FDuZzBU8!ku(Jyg7=wh~l2?;d^CrAK%#Qju~(u)4h76q;}@mtVNeEhIm^V2|XTGNB3#OL^Bm~ok zC3kMUcj1twt^w5L5?Af5PKV!9pMw9rzR4f~p~;@5&`kWRp)VXqKg<0U0_A(knWYn2 ztCy&F0+^s_{m-$bTpv?cT2*umV)sX2D{bvWl+402)z%OK6m(111dcEP&}5ZSzS(5E z=c2r|pM(sZNy_$W$f>#Doi;JJw>EdJ7ZbHbeFVOvtSSY?A;L@20nrt-t-I{j)Z1_j zv57ZU9c#Ien4Tq}f3)c``K+>no4d8r!b?3i1?^o<)=qIxZ-zqi79AUTg8l|g&8~^E z?c4AUI$0R&sEGxL0n0F|s`IGs&-449?vH91b4C(7_8iiOZacC|F_R+X~?V_ueTk~Uy-LZ&gqL4uaRkv zeH&D8sDvS6B4jF*xUmy67DX?_7Y`d7-Z!g!B%)TQvFtmV&|+_a?8l0k_FG&Uq|3rQ7oUS;tXHQgQ~Z zA_~#V;bS`4zqj{Eq|hmn63}4a;1l(%6xU7_){3TlRt-{8vL+=X`fk;}BneZUYs^v{ zqQ6C~s4!a_MQ3AMTVZ*7xnjpLfVBdCOlJ#wijhSTZTqK>Z@ox@DP!*Q>DDDc=>A9N zn6-%ThvY3%LL8Dq(}J{nJqSXhQdH;Mv2TZ##Q(KaMz{JDDG(mS-;+R&ZsHWrVo}=w zX!X}v*h!MGz7cbZkhxG-t+wv1%Y3(Rk_H>0)bT1;-(CelNjWo3rMJ$&%L^km;735+ zyUrA`WO&Va2*uUA`|BDfzqw%R>->^?q4J|)?V?AQN&G*r1bAV#*&!z)QhKj(bLiGvt~Lxl&3Nowuy_9e&Y4z#Im-mmo2M{ zPHEO{cSxCMDZ9njr07%@fM{JG@;o4;ME_?cxS=l}syrBPWB~n9z)j*{ck7#$D<}zYbR5YlBpz~`ShM|Y+#8wK?=^KgG|Z&~XkINa~4Vde|&kA}cKz~=2Kr1K0i z$lTINl7C9$a*T><$AoyHH^lR z))F6Lu~d#nT5DxG~ml_6a)^Xa1j=o?(P#t~O~)%W^MYA6d%9ph}8x`*Q#= zjl9E`y|raCzz)>Kd=)Eg>zjS{d_?O?F*H0jC0A9qD#s!&ZGS}sRaNO|B?*QX7ubt# z$;BGqk0bJ6FC$36TOJQ`hLQ1R1a}Y2Xz8OF88L6NIZ;_cyS=?|#anWf0*_~kdtEhw zdEnw?JL#sIH8n`-B^@Ph+o!M>)$@IOzrt=MmY&VQ+=2g#y{`<4E87~yB?-X-1Pcx! zXmEE3PH>mt?h@RBCO9-M!QI^n5ukB*3GM`U-f5V*-<7#D^Zk2O?^RJ<-5l9_ueJ8F zy#xq|!~f-?px`G_QM7FqI+gtuuAsOWv`i(7FaOr`eel=sy#XVUHw}G-@dN!N0zpLU zwniln{_j8jWZZ;{##mm-!ATPe4YLMPSFH;QiZBxeV(+rqBeD8TVYcQYW1lfFv>jy6 z)_F32F!Ex)d_VdA-ZYSfyY^`Ag>w^DWY%IfUz|mMLJ~%$U_AHk1FL%c;}v^rbcGAY zC!2>^n43u|#V|ARs^j8}aP8LC^afnLBH6D#MubIIB~IBNE9Jg-YXo0^Xn21bY0)wv z@{RAufT0B2bmmk4j|v!3(@_)tuLak7$QK1N>grUJ4(fC@Kek?-WR~*Mp7r!JkuA;))&`DHlM`JIs5r&-WF5x4saC>aKee1Xnt%$0qb-W4gy69kX=JW57JIA#SW zHW-}3`4gEvwLe@osN`y1ED$~fhrrK#3vczH;z&V7o^Hr?MCIumN)0Zzokff?i{Tw54BIBH+$}OE% z%cu|fsgOe~rB2{zMhb|mt4SD86!Gy(r-td9`!`|!FF)H2(Z!{FH`e3U$)EXe@$b%4 z;m{l6yZCe$rk?-@%#K1P6qNQ}Cq;ynuAN+5SF<|0{1E_@fuyGMD>q?*7)qd~bF_Po z$SDz*!Plmi7GBCe)t+mP5G0gnVKi7}RFZS`$Y%yAp8Y1PJ*&+?{c+rSYB+*j*Rp{j6npEigJ_heUL;qMw$C0oJVMz0Xw_nprKF-A7r}Qc-n<6}`O%Z|qE{p& zvifVH;DQ*FZzD5`YXfr6Xy6m)LOqt1V4hubU@_28{d3Chzkgpx8$8w-;JYa&Cxah3 zdw#(0de{ufI7iG3P#4!@fxEu;py0Dkvz&6Qvz)J286L(CpC-{~IdLGo=L%+UEHZtS z#}~FgkwMw#4dUs`Tx-GyU*K*Fa|$qsFe#$YJH)#kf(nEcU2@2Ogysd|Z-s-3YJddw zdFoQ}ZY*4E+Q%5{9TKpvTorB(Qps?LDAHM2*cdOjC+MT{gV73#ew?Px8EX}b8>>U{%4@7qJ-Zp45VG+d^;>qsk4Y89qmCCBFaY;B9OiKg2ta!BD$VbFn2e^@h zT?+$m#%bkZ0x$Y7Fj(H-jQ1<7{rK7V(>f&#!2$VDG^uI~tU!*=^Fm3dKH`M zh$E_*)e;qZ%?ub1q|rt2US@3Y?YDaaekN9W;o9wdwav}E7ja*|zQ0a&mvFlj8rmh0 z;`p#S&{<>JdCAJe&)HEurD1|EB26N$41y7ixB15`#T4}Y%=NlA2bTaJL z@{OMY0Q-2Hf^m{H{;ZyT|7vezCt8+AOI!OZ7UrG74ZUNiDxvG~EN`rUUiF&^=r^C8 zd8%KyxUh5FJxQr1veMQ9f@<0?;6|y7OG|b3d@=?neyA$(d}V4u;y6muRM8;4y@f`5 z@A|0iV)LY>iuI4><3mXXMoJif!$nszO6VJ88jTei0Tv8{Nx!iWoD$T`oq0h)NzC`} z#$-@iU%u*>5hKLD%P`RAAyW;M^*kj^s6VmAv9V$J^(NNE_N|YI$cG+%k>qU~F|u6N z)cD+3Js{}~;%L)=u|~VxFlZKq7m8u+-bbJ!^DGAt)cXWxD?1Cu8XH58A+7D-_bTMc zfBeJk)JGF zk)nSdjzY%ydnr8upAUfuBqfpwB4UB~h(SvhiwghqV#o*p(F5#w^Ln@3>Q5o{6h_b& zIy0hr6n=R!DfwS`^}Ql1?E)j+#XZ+XQu}+%)1L{^e^u!$k=`B{!1^;h1f2i<=fw3I zF*6oT8oh-riT+Hb{?FM0|CvO~Sp0#2p!+B0p0qxck@>fafA-UNQx<}zTa*gVKSR?$DvkW}7d>GgKO+3+9uogliR7QJ z|M%}BsenQ>a)Ymb^}j&M18&;`fk)XG&!hiXfB%#B<#Gd7QtlP|*V8|@H~#=TJ}AJW zmU;&i|7&Uh$oJW`^qEcY?!T11_!}rChQ+GO+E-yXBx3c1?FQBqEBAmazW#ki%NgHx1x)!uW*3qy|t)wiUg6mdV7mnn`g z*Fqxd)(w@wTmXiQiG3|5N+mo!vtm`1#ARd%`ybC^;NsHzLfgG(6>Mm9US|6J-H|A#RL&dtqjb!AFQK}Vf=!^>nKk)l=S z#n1I^G7`aCj2GDCd)B4?rQGwV46E2Z^TH-Z)`t0jm8fvQtP?pK4g{V0{`{#h1r)Oa z(gn!_0=_9|Ym>FMwlbj#CB()WPPq+GCbF|Xg8BM6hHG_AJE}8CPFzQ)H8vI`Wnd6< zesv}BOhgzN*{-j-Clojf8V$9sI~=SMo# zv>!>p>8ud?Q8K%v1op=!nS{hIK)YtOpJ*Jzc>bIb^vb5liTb>uq}BQb?cbwdASuJm z-F@{T*)&Gowv}-YhYjI*vTJ4;I8bI`dx z-FtI5Ho-5hZN*#rtFxg;F)1lIr&f0RN!$-2PjMZOC2EPZ^q2Gowoe*8I44H0I^LuM z1v5B@$EGNNni`ew?Jg7G_+On~0GT~lC3(5IDx_aJ!MHA)sze#v`j{E5m|KHq{0F^^B40oEvf0f%EKx}*v$eEhHD0-)vw4lf)I&J=i zdNk-$h~wD|2n!WBQPn#{%0E~o4EDUeTyy`qxkSRya$ZcU9Zd->zMKPoO2kRRzjLiV z@3t=dE6`{CWI~tGtkqI8!|(Imuk||Oo(mnIh)It@1kcOv?q5H5cj-{V!tD8${jSfK zU$`Fao*9LMEidM5bYE{zjlZ7U2DC~}`{R0#^P%{|xw9sblgLsBtxt<4=^e`QpX6?pz>>#p-m8#o-0u|Cm^~ zc{x*Sg-3io)nY<4Y)BY6IH-5AYop8NN2D2)5*^JHj61gq!~n+Zw_Zu?HMwjD`=zg~ zVP6~;?GuZ*=|XBEnfG|82RUjkcr}5u3Ab$)U+SjtxT>^XZn@W^vOdqtY`a?C#=yZb z82-4~z{blf%EiUK((X%kIAyZX<#!=L**EdBsLe_xYjM5yqR=(tkJ-k5@YrPvMvHOU zU%yUcMX8a8A1%qDP!>voi*m4K`HwQcFv{~<2#kgGl?)FKehAs7PYhda<I@1N2+>k|Q|Ws}dRds8me2>3Wmr8vCs-XUpl`N0c2{7$s<#N_H!1~AS^y1TpMD=UF>s;Z@7 zH)R!Nuse}QsFJ>GzQf1s%LXcnSFePC{EV=huwD1Jf)Sxfhlh_TC@9olcpgIsd#>SD zM2u&z4|A)QMe6dtFEd*J3N|G>=~wjIS`lc{SclaBjES}N&5J+vUH%UNwm(A;7Vcr- z*JUVZ)CgkXJ{g`L3OMGrzHztd%yyU6sW4o}0V~tmY;T~&PgPZfMf84r8gm?gjIp@S zo%uGm?aMX;rGkxv6#ld#IlS%5VMjx{5-a1w*@+*TLVnleMuI6K?dXQ5mhMZ@vi;j^ zZb0|)Z4zvACcxLhAcu^68Xpky8Uv*xrU=|#upUx9@oVxT4bB=7hD1=X5(x1I!s9DM z!~#&=x}u_%e(tUYJo7IZ4t}N$Sot@8L|7+QYHfh2-4_=Igl{um%b=<>M?RGn6`B*5 z$}d2EhtD!;ev@8PSBGCQv=s+lEdXq{?5`Zu0dGxtMB!x;ZIKJhY$8v#CnP;QcAz@4 zL%nJ()ftGqFXQYkx_cX6T1*rRxs|p5+BpQx8851zfq0c(JpX$PAE<4V(ry{-ve*8h z8swZkzq#4*;o@X?Y>du?+1_yfvmzi2$@cd4z6<8TW~PJDppA5T*y%a9RTw}}{6rR2 z=;>4n_s(?gREjsUh8w68(O$JhE3Ren(~r$S!4lj|GGo`#o~7Z5R^JppJ8FZ>PqZAAxEw_ubM zH6OowTP-5?VP@?0WGzXD;NkGcf#*YV;^KpPMV~IKc6PKH+-kmOQ))8u%L9Fn5$4!l zP`5g^ZG}7k(ys*?LCYU33xxU+ArgB?{atOh6TMzT(L_PNPl%pI=E$gFCf{dGU)Fbr z+g_}6oV6!&R0K$D`I6m?I==6dpDWpKvevV-ocI%(WN>S>z;^54xwWeCl*o2Vg7!Z!@#V#8OG$2Jo?RxDaxCNw%JEac}NzMVTy)$3O+8MoF5Q25%TJ zN!m%^rhG~I1`pFA5bQZStA$wN+@HcJwwRUK4JblYeHk?K--#3s9Pqs_cpU$pF6&!? zKFFezx3sAEv04qthrqzYFr_T50o*<(wnN>KJ%xBcrq9b6wh~a+fnN4rW9LqGL4)$_ z>u%4D_XrG$q zr9pSUw)>~5$*c%Iqzc*Dat@`J4nPj`a{h>4wHFpvTy&IcM+#<|_bsyP(uACplG4|5 zC+Slmr+`lto*z5 zu}#LzFDwL-91g#NM_STF_2h@WgA<93v;o(E!eqS0_D=1t?dhh5e6 ziL6Ed$z-IX#E}xnlT+CE^v8Pxg_fEcZMVg>tRH!qB%1OO)w}bh6kvo zbxQmJpG8`ASfpTy_5iCtHX}h?17t!09^jlI~Ty?;kXExgaXl*NL zbohqg+!L`K17wWdv$bXyfI)MZ9JgcjE@bl%Sj%lett{U+Iecb;{Fd<)7yHY@fP72+-epW39Z_{4s zS+-w#csM;-Mg>THfETU5Hz@}u$wC44O-AkMQ!=XeoD8n&?{HXyFXU-v^NFBef64{E>UP5j5 z5P(Idx7BbKfJCQYLu2h|{+kH)RpMb+I_+k0udDBmqhp`hP`xDhq$na%50nH@0je*E zay2#PAn$P*dx4O7y6!?v`Cb&PM-Fk_i`2KbT)_+bz)bAm%g)N-I=bN z6ME!j-Bgx>D1EPik+p+2&g<78u#xdFwEn z;5YYr8@X)}+M=>;^+GnHf|}VS4Gxk$gXnryH>&(dX;v2tOtM$#+jTRvyZy{*Zt z%tU(WVj?cD`T8}rnHfG+5*ZMvh!sVQIJ=*}Gp;+ouCh@@63~ijO9i*^G_y;ve&&?Y zlU>T&DZ+k$sxn!AZ?(2S78!2&E%Rb{Xr2Ox0Vg>3{1GZjbYun;&-JG!d2%>`q-l%O zV)dIKM%>-qvQG@+i)>UG;e6h=@pXpl5ls}YNmOpngH(m4o+aO%Vm`06Y3#(Pq^A@VoBgfSyDrkbC{d>=l-Dys{^oyX(@ z@AG|)R^Kq8rDOBsK-o_Do*nw)$}XC|`i&K=2@EUJzld(gVUneI~vosV6@~&8< zId0uFFJJFIML~|Oca0KPtQFADB+w4l@u^%56iqSl09xOfSz1RT5Wf8 zMU}2cZof`jmuT4tsBW%mwb@z7)i5xZ$zKR%00AsO@lcYfh9eURDQ)74ile|H^I;Is zYU}6qGNlp4>hS2O$*1^|cjV3D>(7#ri;gb1CZhtsE_CfYcucC#vT&1+o#^xMBxRxX9h zy-Wgc?>gR4lxsg=t)EiQrEe@*8-xxt4sz{o-eAn$KHSq))uxv0DIz}_#^Ox1Q(qGc z_=!H=rq%7{+JHYKrKXlqtl6L@)K z1jH^Nnn3<@cwSIbz0g4xz1Z*31m@PbgU=W^@aS}Tbg{|5iNjMa6cujgG}iXl!((Bq z3c*=9cDXHU+1j@Y$`T4<+oVu#-HQ5xM z3o|k+Z3;^AVG(W>%zyj#O*YoFNd{u|RKHY~P2r(288BMfzburFTQr%UH6=^h@q1s1 z@RV=YR`lqYV8cGw3}FmDKPyWZI0Tx>p{(Ww&0Mg;^Vc2K4H!U9ethLI29v|5UY!fB zXTY*$zp$pKY&&?#zHa^iMsmhwr2O65r_G7m3(rEeT>Db(__5d$?)QP7ADs1fR@JgP zF+H&REV7sT?0vYgxE>{XdCOY=mzuX_L9_-`Xc#LDW{)vR92;IWTu?-#)TLwy@ROxf zm_Po;l_vf%tDmF7p)<_1OM@+HJ!Dk#J`4fNepjQcSUv5POQ|>}Dk^)^+9-SV^E{#^ zRKofE11b`>X`V)sSNZwHQ6uXN;HVh&Xs2JHv=YfS!=43MT>!r=*KDQmorxB3atdoc zo6kG!Zz95_DhIMaC|p;T5Xql^Nnet5c22vlJj;-XJ2~h)ll0Kqi7aYrY)n$}prb1p z4*NA&@T$8T83O~`@2XN=oB;$oQO=df9=u3}Q_vghk6@fDknxP;ONE^BRo;jf!eymQ z-gw3DW#R(cQ>LDyeUs5MQAItxIGxNrNM*A!6#mVDsmFx0fnvyA>cZR7@_Zx7$y3O7 z3qc5g?I)Y4-{aHZVAzk6w*A~^xrw({dH1BxbIQXWP=ZOZ_`Xjxml}kOCa(LOq2h>? z5qgd$kJy>|O(=~_qEX!7qCl|OEJF`T63Mlumula|af(CdTJuTa zP)PZ-)#XEpYjcchivVKHV%L9w+_nkhKIVh(LgDss!e!~p>Z>-_8&M$L5s`wN+*E{| zPTc$CHYmN@`<(wy;*?Z7KGYR~=4A2>(2@LhPm`RKRH@lg;X_S_UEb#kc_mt|Atp8L zEtP6RdAwn~%Vf4S!}Xs$rfm#!XFym9X@KZATZNB|)IY8xH6nqaT87Pk1l8&x!Bj;x zxv(LKoP5uz$pUAe;^`}U-HSs2a?D8r?r+!;IvT^O<_NUzln%J!0w!h)vim$AJjS!q zFof*Cl8PoYad_TGxHEf0&$8cZ9qmd0IS-6&FDNan%Z}N}j(J^2{roi;32+>_yfuRSd0bZ6G#8IWD5u07LcS#OXa z-r^;WySB9jgLo%PU6vmumc3gkA~~JLjLT`yStmX{!-c@IBq^VGUAcZ7zdOJ86OW(G6r0h>vRrUml(a$*)6bm9jJg{Bpv+JHZZ_{Cw65Sg$;s#FDP@|Mpr8;bJm-J}A*_(jfgJ+;NiOAme*)b}SCeg=C0U1&tQT6Mj&xy@!T<+d*v#mm&?X@U%YH@N(3=luonO$~Xdf~#hZ)bBF;dk|L z&~5t&`pTjd!AW-4vsCe^Ii6A@Bee>>(1zl~prMu^=Eh)O%h7`q@suuX<@F#$0I2h~{)oUBX7Uh;jDooDABT^W}wtf)u zq~NQAnyrsk=X-CI=@{L&r1WT*?}e&I%$9#;yk`|CEU)jax8Got5H_eX z)ahY{$sAo#Lk_y?vdrEXVv0IVdUTG8Jev#WENpnR?(M2+ADJWtPahBpGoa-qX3Pnw;vsDX|^NDln`#W&%r!$GQbG4fGE>d$PdaEg-uOjvP zIWeW7f(0Up?Z2lvbih0&7J!2Zc(r&p{T8cGr+)uTZ~knacc0*)_E-oHoG8;aZt@CbRpsy?CtTG9<;%2z3 z_BdZ!SI9dv#L;!AA^-ZrBCwkD;&`OY@alAq$zt3QaE~_`ehvNvwleSXdec4-$$PxR z0fR(5$O}ENnA@TO@@J$2>Q7I+j8k^n`$?gY{^+3N+~f=otc67E0|kSm3sA`M9O25IHSew@(YccQyun+<$5%qYI<}Pe&un)oW3C?9GU=>FBF=sXX$)zjfIr% zS;Ov?=JvjY`3YY9EgRIWy(uX$vX6iqyhfQrjipn5Q$NZt*Qu?vTF$p?5h3BR4ONt8 zf$1>a+}gBFr-Wnesm~-NtdX~H(|Hv@y3DHkbRT-&p-;i3lzsrZq>|CkTPk_jBNCH$fU;7;hIrbs`&ec z&cI(AhV?`meO&8W%SWQyR?g@Ubj2VfT%ESeY0o4hGYmK8(cth-%BG~Mo{FEZt?QFK zhxa9+JeYH_SUHFyP^BD@T=mT8V2n@RYuIK>sS5mLDj=4Tv zRh@gTYiO8lOi*Nh$7W<49(lFbBAj+HltrIGbuLt%X0%zk$p4ri^iy!GUJJw2%%=Tz zXfRUz8=_X#LRRpkrj7T@eeZ*U;!(XkH55s%ti(^nUnf#HnO7t3Hq;v~w_Np)n6+OC zv=8J^diVhdBOdhinR`}41a=U{p$@N%>LQv`q{XgHWR?P+^; zy?n~7C#6H6cRygXdHwxbXJh&=wJd}U-*5O-cgJ51)ZX8VQ0KGlz*?Ux=`E7P8e_TP zbKH=2%f_R`JjJ%fYV8STEoJN0UVi$Ovwe~8aEB0rVxKbjX`OX83(h>>O$X1G1=U7g z{DZV2Uk4(lE&5>E!G>NwYo!oalQ0<&0L-;C7qg30y`nk#K$cs z*&ioSGw*^lW=S|SgdQE0_G-CG%p5y~1Lcc3cLJX*KkCy*p!0gQn-H@qsTOS;u)R8$ z57Fl<)?p)@!l6?&v|%JG@XD{OIZyABo#md0oLsFZvlW7;u6VPC>8Tvb#3oYUW8X!* zcvo^hHp%Fk>Zz}GSrqF2snhWvx2@b~c39eo8Nb4nHd%*|Z?#c7ozR_8H%)ueEW{-Z zv)K;zc+*W}q*ouasJHImah9t4J$e+HtpG;-PW83HlGA|IVSsglcJQooX4WQ!+XZwz zG>{gx{6ns%W`aIi`lhvtnuJ8>1yDw#VXKf6FP2%Aloe{weal?CGbj%nk?twf_xhG7e4&s|RcuB*ACK9|tc1Z@E;U{d+r-;zNrqyG7#A3Ff zk~alkxV?4qJy~01yFH6en_L9j>o^lldG);7{(3n*`t|v)Zl{O&5(ECo2r;{lc2T0k&h;0B zue?TOrP*PsmGc@cs0w-fOKx|am1rj`t#7i72?~avbhEMPbqI7M@fLEA#8uaEZ<_#x z@He#DZ+ZDt-E?5RUa=;;6x3(U$n`A$d^SwC?AzxVjaAyT&E=3Q5*pgS!8@%%w~a-E zi`%KqR*`mnwbFtLdvhyomZM`bE~VvI?>_jg`N|w~JWi_cAnE-W5@ut;WeD{mPSPc%o5BGWjhu$H->08O9XR>=k5pv}fRym2 z>?-HIhyC88>V1dpnt_tB%EVKskT%Gs9QX6Ew4bP-Znd{6(q0~3a6U6-Cb}O{0CG3) zM8o*mH19NHi&r(DRYsWu;;?B(omCwct>WNnCHzS)09+mS!EP@%<^a_EX zkOL$%dW4mtOVdR%&cdVf@Y?}d>!ia7(scNKsT`BU*<%6DM^|1cqcu@?_k=+_C?=4e zUxoh}dv;{wVkm>CY18aRHNp548P#g@2hWXm@~Y>tl*{F;#;!w&SMB5T&jTkzQSX@V zrPLhuM#ex5m8Ac5{=jZ|+nB|K9^LM0!}pxF-BWZEv3q#=Vw4AIR4<&g_FE03R^!Fa zw^_O7Q}m*iIv|Dy?UF)d9Wmo1JkmMt&YOfAVF0U_Z!>Nd^Na|~1&762OshxN!;)Tq zR%dv*8`1~V<#nkrqc%vqXOL(IIMCZ*T4!a8yu~)P2&d`ubo`W)^;Iz+tZVAbI(OeA0ML*P>=UhXjdBmhW9f_=lp#>1 zb{~B*5TX~w#yTS-?>Tli>G{^P>jN_6W+>=3^z!7?OK*DER3Ha}zvFTvYdtq_eGG55 zb>Qekwt9ijv$QM%Y6b!Ww0aC*flY^*vpQ^Sg4}{_VW;xZ%2^E%oM-K~mg)VkS6bb= z@Zfvs9S8aFj_N}fjpx;9txr4I%rK3m-S!_%6Yc7yJ}iZJ(H)xU`g}fx4)Opr!(szt zwW>?!h_&06T=1T{ZB?A;kN{ENW#>IN^YP(-^#06XobPJxXc_3}IK4Zka;fFb`KlTg zvW$!-nE9Ioy5&uq8SnYIlamRL`Q2Z8HdgK(9hW{ITc_8h9|k=y@^R5MwmO~waByRa z13>{4j4vQC`meO`9{nYO34%u_rMcf}*Uzbx<9VNloe;XkMz zNfJ!wZb$U*BZJV&v3UDPkkjdOR@})^ZyMXQ@rKP6Zt~c}wFaL&qV1iU0rsxnG1Sfg zhjjkyW2XQafB@fitb^9zYCWQX{j~P<_Bm#a@O$c0gXi&#Gr60-+q;-u(Ba*!Rt46} z%~gHRq%+8%iN^kbl25vUTM#L^Py}4dh!{5V#23qcJHL(nG%~kZCB%pjdC;+8k zkt=Nn1wz>wFk0eIU-IKa*cIAFZoA$_8A2zYpnTWXj4RS9uZAo#DR1NyW4y4Ttnxx2k&|Cga9P|#K~7+A0olR+`?vxC+gYk zQn^R(8mGJ=e9Rk;XQIkEb;iELeMvd_x%foGE$P;tjqb+&O^(cOf(90vzDGkI>D(-5 z5yDCV2@bbInlGR3mTzGi{XJLA%zSj=B(uxUlOExE@aXhA$mpK;Txtl|cr^N?gY<}+ zF3jZoJ_H8VPoUu-t+e^_A2)d3oV8y*+$TqDd!^MBUbC2n(DL1C&|+3>-$JY9c8p5< zG9rxiUZM~W8u-?FTHC%Y|L|d>rc`G=a5F+@4dZ+Sc4VXL;6-m=@xwlQ(hTq$SnnsM z(7;5|B4Mlt%5r2;dk$=RtqA+QKJnl8V zJlmZ@e)zyys0isXm6A8@%dT`vKm>8&{U&CbV0_2dHM}jXY90KiFA-YC$3F30@(-|D zKcA?d<2~*Tg1ilAWeKv}#x6F$QEQpcDk-VEEfOqq5T+pIQS$db_9{u&UcZbD4kNke zB8aO-am&ENG75j8mJ0`1EcQ!r7Tvd8kBV{bV&3|I=`lu~7+a?HDO^d@OYOD7Ph3GkxTPO_<2C zdld~qsl9R#9?`5^1bK%?HTBRv>7CjbcTay z1>VqSqglox<+MoHI|g!G-^J?St|GB(?{21G?&*Hv@no31`}B}e{$u3mo-McCbv&)c zql0o^@Zre2bbP1J17mE=4|qj0g-PRMm-bf?_OrOj9H_Y+hl$$3oAC48ApuQpAca&z z%U{k2Tw!Ll+!HPi9I!OJE{y`glGDhK@Rw@T7RgAL4L;u3u&y0*P zX+f-WPS!EvVF))Y=4;OPjxOLG&v^h!c#>w&od%iX4ZR-D2UaH(Qm#{619gPsf;VXh zn=a0556B>cW*^ME(R}|tc$C%Dr|2ovwBj8s`msaBfEDODI2Y%ISo(HW8!VeY1Tlkm zFyrgrMMTBxjd7oM@lEt7YetsI&`s1I*WGv@KVZX$0lvA+VY_4jzkORvcaMEW=w9E^ z%SS>xU{(rexq|RMzLq&7E(6}8k}+b{ z$IZWv{aa1TOf;=7wNOq;sv;PUrw}0E2S)l*E#g>>F#S{{-Qvb7=5`X64*S?(Ri^&? z$?A}a=Kb4RpP9O+&g6UQX33Q~cs7(-K88RU%J(xRpoYHX{<*^dS(p?w{z0*gsllpjXQf{>Y_nb(e4Nx&hY^sZ&KLGI_ zl5hwCKB}P(_yqr$gBQlZmdU2WRd>SJgDScRry;58|G>=vvyKi>BK3&)H6nnQ9yj^8 zZ^_#ra32Lpc*chH0mQ0m$f`G1>i`Zt2_mbiDb6s_)qYl&>{p zMs$?MzpekD=XJl{|M+OI>k77i?v~KP1P?oO`c791oOwzQ5nYm?jw2 zC(00G4v2JY`_0|-2Za1UxEabB4Gro&V4CdK)_G5CEG&wsD0B>hS=XUw$#p=dGCVxI zStdKX3XB&o<{M?b-K&hYpQ^XGwWQF{#eMqZ*sz~ALqTIv-NqVo3Xuv(jsUTzTNA(j zO$&HnWcOG8?c<5HZ)lIC>ru(s>fmRBx-4+KE}2xBHu zpl|`<8g3N&bH)9d;;{|}28Y3Hi41=Q;eUYsc_T#km@^nidoU30wTwUgfXjfQXn{G% z7&3fduK%4$A<_B*i8S3{Zn|$Kk}KC2M;HJm3ktfKNDb-@4YQ?0L`0GaU(wT})8MKo zYtt<)y<;-_2^aDyG_rYi#D3=-nVP03a;hp1oG?U2!E*ew+~(c8C<0D<=}<>*l8%n( z=xFj7Dw)WYm29@{v)k3WGbL-1xCqk663oRa`LaP1EfGt0Bj3I2Zt&{W8p=AXfc_74Gkjbfsyl!_K_gF>_#d6B?3biMZ*<{Y#vMG^_$#DU^ zQa`QMgo*LfXuNkbIyQE3t>SKUbhHcI3drqlP$(Sl=pczsNFZMRVFJ#NA{#x@Z_>p1 z2{G}|^k8uAR#D3XN3{M5R)8xE9_UeLxSU%8r0gv8+};GSZsfd`lww_^;*uO52{MC{ z%$>CdpV;3xO-R}+=x^`s%()2YxUSN1+P#|aygh1ruOpk<6BD;k?A*bQ&2mh1dzKD9 zIIbS|Nk74_?aE8{q|mJ0vF%{(AnAw(fnKTVva0U2tUCi~vliNIXUQok%ZG>i3xmW- zG11w+ukV)1yy=hD2dqg|eH%-RP|!0}x`)oT&4upY})lYx0y;IZ32 zcrp}x5UKY~y!Q~^!H6cT=EV$fro-pdgB#FFml7?zSsQNLsDUe8t;Q6xDUJ2Tm(}U z4t22>fhkS2^9B9tXKcZ$RGc~C4x-sVTy3RIU35gB-4!USD5f}e7Q7ph&={zSEf3tRbwHKSn zoY&AR#HK6Tj|^c|#Ur~jO3KOk0`YL<5jk=l#9k2q$N&0r7b^MM6@ux;v*|-IjudaZ70(F4pY>78H{kJ7CBgJ z#m#z9pt2`#0eIB2QzQ1P2auKCS(I(u;sbPC`f zwOsAJ0m8UQkJkH!qBS~!pd=B3cd8;E~LcFMB7~Hv_+UtvZiSL zuTUnDAEP?0mh)`a7IU(N_4P+bWie@$%K^<=KxdYMZM7~`nWTfpUfJ#M@&}== zZ?JvLk@pWOCS)Vzdapza)lErL5tpm(Ww}KIt2yyqW@h$Q9f1Ta5Q|1cH8o|Rg+NY2 zecI1W)V+Uqkh@}D9uX(0S#8=1Mp9aMTb9%D6wKB4tlDJX%XR77f`o@h^Q_0ReMm@1 zt@6EH3QYy*hwX$+c%J}@{5KKuuRm|-$_2ry%F1JsJ4P@k6=c{k=0G9t z?LyI{<0aF2y`@=@pMP9jd%~(wwW#JZ=n`U)lb^5llyH2JkS<^h?;uOvIaI3OJW@Jk zbbM5D^Ma`l$*~uHK@CLkn2F1dNwtuLk(!o8+SoL)WONi1t?p^07uE;n-jz(}Jzkt+ zGWgDd!+})@{YItM@+Ppa6p)C^ROFE3Y406q*R{{j@G^Y2@e#cXD|Yf zryhRC-|t=tS+41w_^N_94}sv{cjNM*PgWR2Ob*0JtE*?Nn(%vyZLwO&>g#73uXRV} z=Zn|%0O_F(t04T9R2P0{Xnt%KgG95!!a{95nXBD-ubHsJ>wz@TPVwvAw&>KR(?)xh zQ_=AR`NJ$AONe{FUZM_bb**L~^W^4NjB9CiLfn)&e_tA_aMfXUE!;H$*DI5OREH|H zrl)3N>4%j}4V$^!S{V^WP}5Z=Z7D;<#E;K8op(OOZd{3J?{~>3>R-(@?((rb=XJ~G zIa{XsM#~ePc5^OPg-Sp(|xm%l=O>H zh%rJ>FToI3*}4oMQh|)W9;2y>fwkVm&p92GbqKTX*P1k{ZlqJ01pWO_#cL3-YSN8O zIbVZgF{>H6;J?Ifc(JmwHbJHP`3arf8l#*`;Is9{q0O|oq=R3w=zv2Bj~}5WaT*ks zny77WUG=o9nELX7qVhb;<-&{!D>Jf>a@OaZOM0i*`ep!u|7F~HG8rfkii2jjPlvB? zy9wi>McauEF=+wMQRI*t2Bcq1m zXR0QOpFv$3P1Z3x3*O>V3ab`ql2Hiju~K0Or%I+i19m9mo93Y*A#t%QLMSVX^g-2~T0YXs;rT)^t zJ{M9yXBowJpmn-dAW5>#_Gv2pOX@~#&f3dMw{G4zo2p>bjM$o~S-{^+veX8^Lk)7i zGyW^H=Fd46VEe=RnvGC)`=id&0s0Tu-1G!ZYrIXH=A2o(TsSDf?PwQurLT@JvNOpy zxAn7NbTyocy+S6q9TVX6BzVCiW6$vLNU_UDh756iX(PWe-Aq2i!XjbweiIWn^$4Yf z#k6Y;1qCGzH!0QRThIR7Ex~Xx?>Y-HP-+EMqqIoGxG#y`Y}1TM8tj#`6%jX3>G_J& zT?GhMa;3Y#!X(^fIw0S?bCrNE+Gt`bmGEzp!2AEQk-xwP#pxEu(X z6>}wWSXF)^NTgm`!toFFc!yR5dZ#m^RlfMDVSP`Nl}3I>TDUd>o7f0io`i&i$?gjW z@6(~v*Y~7v3qkcPNmj>SqIw@j#n^mzI!xoVuq!U2akmzKb=~_{^QVbQHEc`$kr2!V zj67&=RVGo94^qZ!NH_w9GqZL3kV^a2NvQ@42 ziG@d^lLa<8sj5zNy&>}c49$h8by3#OW{PX~J!}A^hLX_@=BLy3YEYPQ(O_c98hB0@ zU}RKjnZ(&yd6O;PU$LwKV;PsiS0X5br^O=74CiVx_AAcUXeW`^B+#SIJZxoc4V>Gj zX#|u@jgE?<9~z>ws&yvf_7YOD$WV|U!o?wQys~0%$ROTtf0-Ns3AI3i0}N-FrI$lu ze`Q4=z4ZP16;47@HnzN+5y$YTua3X#V987a&m!q|o){#!UNf;U1Qj=;+N}E+r$3%L zhD!XiG3F~eUWT%5w}Dh{1_xFoN)B>0S%QH$m-#F4Dio}GA2J$>@hL;2mO!)G6tXuC zhDV@Xg)(0W_63g?nv+%a?|oT0ZGgU9yxQel?;0J0p&e3uUjGsIqlcO82nyH`Py~RQ zdo-(y9b|{Y`#Lc|p`q^4f*96%DxuJtlqpqRPb#3Tc)_#$ky%b=qxt43L+C>SB^`7D z;za=0$o0Zv{(rSs0ozI6z`$@bTC~y#{FKv`Nfm5h7562R6qlV%YHMqIwF{_r%1J7W zQJt;o$M!!oQ$_p`q~|a6eWAjN7$T-3O_5a0Nb$(9zB)APV!4kZTCJ-NMMl(rmwHhZAir+CrVp#cyaNgoUE4d>(+nl_Y@!A z3)kzf5-zY4X@}Ah5@HAtorl;5E^wIj9Z>6IXR1k8(lOFr#5m9}43{E`>wHo-1|{5j zvR*kelhkPFOOfGZdF<_U>_Tb$5nLND3(FHAMoYfkPvnK`#tYT0Znmo9X;GkZf%_Dl zu}K)nB+W~!>c_MCi(Hvx^7%8fl7Y)jId8!8AUE2}jhLN({^`o=Yw%L#N>Tv*vTTd- zm3lTsgQZ6Exp_!S7#WkgH!cDa=ooqs@O5mwRxx8g@Y#KiUZs!Pv;?>xxqO^21&*i}lli8Q|eIiO! zL-O+WW6hlOwq5S?$<|u*pFe+Ausu zhCd2j)kWRMd}YMLGz8?7Naf}^dPPrhDf+aSnVVx=Q5O}*Tn36s$b5?G3TA9ucWZ7^^FC-izlY-ov(1Et_8lT zib}(A3A3^E=IOTpr@02#i%N?LzV2?$QaQ^MEcZub%5}+~aY8VuK8-mU*Xcadu};5u z3c-DbgD-PVoPwezgWb>)2KtL>x2pa$?Cl8Zw^y?$__e_&0f2DAqm3TrIxv=%kU*wq zz37S}1MHH|GLrkZj0CjX)g3j2+-F@44mbnMP1ALtqsS>lpQs5Pv z+qJUeToW+LT50W%Gl(vs`{=xK0A=)ce8xRr2XlNQ=JM{$`<4jrL)HJG?5)G1db_q^ zX%q=XK}tXbq@|=&1*Jx$VQ7Z#&Y_eLq#2r_ySqaPVd#dTrMo-6jsD)}zTfYAj^}>9 ze>{K@_TJZC*R|F<*Lkk>ey8qG*=2Db%f7|3hDR3Ol;6I*eX2p316kdMI661mI4KR3fq2U)%H8mFK5ov#N2$ut!tH5@iL~S=2@d0-g>pg z*yyOqCs5pGbAf@XYOLq<_-Uqh(q;7K^|wRQ=LKUQ1MlxNxp-dBoFZEd+JTVI8ufZ| zb!Bx~N>4B1#*K(2hVuL&@0)+JR?#3)X^+LZuBK}&;Nga~y8vuV6Z7iGF;2Vjtn4n} z9UA_;+ZzWBnChY-lYJepIGP_HgX$)20rcwqDbH(@zF zv^i{7r7-+w{7vP7IPS8u$57h_y9Vhf)=s^`*7`RCTyfHXE>n3*Ay+Uk@oqUUe+93L zo*L^%lEqyi290{}t_KaG*=+_Rdm?f-Ih(-O$A|mb8+ibV$ptOQhPmz5Y8v(>x^@kF zp$!^pTb6%-XH7Ri{1f@?lrP&RIiOdn_jecRHWz?EONGD180E)IQWhwI@s{tp*o}No zA%o#}wFPqdb6v~^?x(-yl3OC|D6=0opDJ3#Hp#||kS`S~Uw)Le*nVn}l`mY^kS5O9 z%{cwW)NHd&`+35$;KDaN0h~Lq6pd8}MHpt$NgNryzmd}bW2^G0wKyAU;b2iKiM)P& zSHSj_2Y}~RXT?eSKb||cFgM&?Hq~|UT@iv;C;UoNwox-HCFO&hDaHKsw7Xh8G*Sl6 zeq2WUnU9a&pf?_uG}wLs0%By~qbEWiNiqR)g9H5Lt4f>`6H8MVdpw@w)tNakbI}fD zrs{eK47=}!+?3W0;7@y2XJq4V_T^pLC-)2As?WNd62_%il+&~N>unqgV?ZE){d!U2 zsER0SYHq6=$GHy;t6xx%Ju7FnXHqGO=xc72miOXgv-_H8|DNb&U??+Jc zO(Ot5tK1ad9_>Pwe)X`TLDRS#>N6FK<=^%z7K03ThQ;I%TE-rmvFtP&Cb-3r~Iw${f%AE z`~mRl#)jM&;|^(Qp&}?rNdq8G7}BzKzYIlW&g0g1iCkpC$HTP@*%=CtiUEKQ^Yi(6 zDwp}z`sEHXSl5wBWTlK$1EN4D&SBPl^X+7rL;ckO97+S=K=#SYu8~94noSVwlK9cU zi={7_A&@_w=Ghf0jfBB35cDdlCy8@-yFkc68w_6b0ngpeE1WMyveD8AX-XJm)O(G# zvJI8_JCIf=fbAs?4ng%)ODmS>)Szb~a>=)o0^l_kV|q zWQpL^=>5H71FE;Z>@#f1)O=yrsgW)Ym!Wq~*V`b72rmfxOEc?Kz`wvI zFDrC+fs54y4?U*8%k(g|r7y{?t!zux)duvDaJOSZXC}UqEaOu->aqRBLB17a#*gK5 z`ee{f?WJRH#2#l{5r{-x{c}QrLH84uRc>?DysMboi(3-`yk8rXV~7H^VFzmm=S@H= zw~_e?;gl#CP4B{gW_+AxvF8xQ3eU<^<CkfudJT$Rz^YCb78i$|-0fD+S;HETg z0Sy{0(AtHQY58M1jIx|`aFfS!tZpQe!&EUV7(n!La(<0f?fvoGI(yiv9dWhsjjMU* zc2ip;X6vMFYW-fq^z0W-GyRoby0Go)4dgg2%Rz38>rkgvWLX%x-f^heqo_1W_%WZAa>y zP<(0b(P$yS&?S`*sq;#ih<#Q)7sKkXepjUc##L%D@VUuZ=z+sZ3lVgPdHb^uAqYle zBmmS5*agb4C$zPljU5suR5xmO>@Bbo>W4fx6Sx5!|6RIw>NGIuBJR{DW-f3?KWNb* zeimT%=M&Imu8Ksf666;ez!y1qRL}ac~z$n;Wq|yG=ak@0FzX5QWnKPN* zrG%lPD=E+g@+3rP8>jIUeu!>`YcmO}uTvRxybt{wll_TAf%gP3LYzZr-TugfUVEVe z5eG0efcE_bdNal(vs&4w4l^p5OOwqp3ia;Iu=;gX1`L*avp1eLo( z+PjrW2hE)5sQkj;A;NC!3uY3Lw0=6~SJO}3lv*AN1y=3{f&R2$tOe+quJ6`lBgls< za%S#!vANz0o_wM?yXmo!D_H>wir#J3&Zn((tbZtALdvY~u^f6Nu&FZVu}g?6H9qI0)@ms9CWR=MzQx7G=B@$qB&jI$#_G1;bBk-fvv(SCyER#^EqrbMb!(zh zBgBM6-ptKbDq?eWwI`n8bk4~iac@E?3l*pALj3Z0T+35(Tt4smjG``7Uo)REKaWd) zSfwth*q|7bJK9vV90L_%WMuOC;HAr+x0^xt(tW*E$u};SlkBDQDN6a{UBLXq3{|u& zy|i>l9j3I%*?gnz&*SmBp08D4P@h=c6r~2`A5h{KDw>1r#Le8E_l8Qn-Ik*n<=Lzo zC4#Y$u3BeM2Y0Ktr@~*c3_R!g6IYt{{pHEd$>8R(cLL9>dq2k2Rj=m-;th(3(6$v) zz_FTbs}Fi=kepmqU+!R+JP`K~{%_UGc?}?4cHitB1KuV;C&~4~=$&?0WjVNZGMn~V zp~0WY_vT9nY7rR@p%w$C%hmbIBf0Jr*!2o{6n){}$*QWLp0zxkN4eq}MasU$hW&91 z$v&Y00c+NeaK>DK@w1T0q4o=VkAMs<=Le>p8NgrUGq7H(ey#?_Dx8j4_|%R0IYGk1%rx?bbJpCuD4z3bz1T+}mwV-}MSKzE}I^T~t-HDOxyzc31& zi#e4z*VQD*5K}S9Z)7Bl48I)@YZsr%l@n4#?(JFEUKVL+b~GsVzA(79))gxiDB8b2 z2Fj{uc1b$^t#W{+L*k@$b-cTr!%<5)v7aKjp- z6W(Z~U07QiY)g`2_YwRq0QF{j{b~G*#SJcH3v^UUMa#0Rz@~Xjc+X-REnPot8jXW} zke!uguAUU#0HuS-+P!m|$Duxym5~vqNg81ONMw0=xiDc@))U!LishlZDRDV3Yc(}9 zXvhaz`|!2@k3s(Z=h-vBNHIH-3jgqr9*TQUmKz%T!5_QqUWY=4VHO;ci1>{4loX@x z!R##-La$6TZQEY)MqSnQ^E`wKS+ISat9>84x+@dw%>j?V_I>w$g|p;ntEmP}=yig~ zuck&U$YfbNsl9zQj4+P%824BYbl!M$U{)s2N#3xxh`4xS;3utSi6|NwqJi18Vy;0i zA}MQwu@*?@?Pbcjt`$xJ(!NP)O?c@ z6E*P}vu&6TfNSpdTC*2!ks4gyv1uC8QEK}vRSTt*PRG|;I!23zXCw0TH}|vAZvOA% z+52utCl^Jho$37R8BJE5_A0Z)?t`iHYb0wNr(4#Erv=(a=s*F=A$QAicE3>OTz?qAq289nH-(@1ZGu?JlOUII zStMq_b7fEGV|3o7($&-Mjj-hgS!pfWnw#n2z9#2NnGeNgZ<0?%&SZR}#Fx6VpTiPH zhNUu}Zg?#NZiSH&dX>2|hb-C}qrsnZ>S|IGASFuxi|&eC9cWjgPm0wZkC80_h$-hb zBD-cj8<1Hdtd87&Fk6j5Z(A>S$3ABfwpTS9_DZ;%pB5u70fGNyJjULn(es#!il9~T zs+&TjV=a{l&Wo~#zRH%{`Nho+VqF?XV8|hiLY?3Io0$f1hGL(wYXYgtvmR757uhu% zieJ!U#_fE81fYtwe9SW&i7#^TEoIA;2+cJl{UASmhAgj7u#6in(e@JY9eEdD{o2OLs*`6M1f7CiH1djv8 zsS+X5#9eg`WRPW^{N*YQOLM}#!$RSG%S;(_YwPZ)u7e~P@%oOUy822P`NUPagrQW! zY|YmC(Rbn8W)OU+|CdY*fT74phfKdnW)`+v?TIjDVOLf?N^?)Q@C15QfEn-*VEYZl zXQkHM{*de0IL8?IpbW3F`p=6WozEMaEA3VM4CmB<5miiRw&3!UL^h`S zm#^rksb_&8QS=4bhYFMZw0uB+AO<}LHN%d{-qhYWt_0^6;WH0CHk6l_w-nwKum~F* z8yt^>uw6h$`EhGlV3Z=4HG;)rb^6?wAx5Ny*G^DqD$dfi1ScNrsEpUPZ(MwQJfwFD z_aHQW(&%)j(e|)+{7()>T(im0e|+4%+b)%5V6qNWzM>D6fSt-?0^xn10~dGh)&UHzsK;+_F* z-Ii`l9B0;XUFc5GO%=UI>M2yK>$1t1XZ5~{ExIbvzeV$vx3IrjO!;1z=_}aX&n{ zj*gD*{omP3-+5-EhqG}U?%4#pF?t?k+-Jqkp|{Z0`Wx#pgk{I6&q6P0CTmO*kgfbI zZ(Xv^f-!B(Ba#3-$QW0(QKcLiJW{~AO^=A>gdBW%(<^f zb;KBxby9!*(k(4JBVAg%qXDD$%k7>r z#VF^AX#sa1VBGqXXzO>J`Mt?LzOAc{lhhL*0bnKw^`E0V+`EqMsETq8I(o4iLI-L# z9PhawuXLhl*|fAwT+wHmSwzEqHug~CBKy#y$X~-~t0RGF+scAaXdS11FvGIfHgkJL zFjb?c=da}QPp0bC4`?#>`S{5GAlbm_b#ip2bhui>L6xsu978KjWco3}d@?Ol3TPyp z0V2sVn+#Kn5tN^c{s=H3@aDhPPd>o;mI08DfMR~VdcpB!S{mm?g?{+N{AP~4`eT{# zaVRMt$6HRkw%P)mlcRLpmC1Qz;f4KetFQlZd4DrZMax4&d7Wzhi;X@llUs#MGS}=( zL1Gq2wxh$*{jl=d@eIJ+0N%It1J#x_oZE}CFJCIahU(TI-oEuk80vd-!-V>})iR9( zJ5LnUT}{o1$orjumoJE{K7P580>}964AM;{IpZgyh(sgjT^NLi_B! zrRe37Y`wXYb@UR7tFp$T-U!|YW-a1s^1V5^XD^Ky+RxuGH6gAuACe(LL>Pg*l9KoT-g9&dR7v%}u>=8zMf* z`cA=O_vcO1C<*_2YB-O<+K9%xXOV{S7mh$L@DhrH{=`Kr0l8Q7sM%N-jpR;rcpOce zlu;soG#kE)cYFc$*HlLLp~Q>T<11+8;k@1hyp$Ju5B7M#hW-i($~}>x1j#`skI4d->Qb z*(A29B38|Xd#{DC2JD`aRg}9Rchi!z0jZWr$*0(4ggcFjCbuNa)KC;Opy(ircw^qk zPP#_+Tvv?Wq8v~CbqU0b1Dgo}nS9bfPyA`rG7h%OCiE%M*BP<@90lF4u0>Rn5L3Ka zT?sN?e7pl{L$yMl%AT}ex!8d}?L6sqHbQA`Ou9&G-u|dPfpo0WE@GSNbrE+{g8q@| z-i2m>na|%zq|Wq3asK8-aV=YuoNXMlK$ou0GBt!@n<-s#p@vgkBiObVl|)#uvC~aZ zPFfQH5+ezE`Abx!zp70}0X!N0`3c9cUS)I8X0d9m)XBEM8VBxlMrNI#Ny{g3@dmOb zCPwCP05+1IvX+4VD9+2XMT9;JPbK-nYPeOJk_>o`yE!CFzrx8q7y%NEKHUAVmsIV% zml5D5McBl58Q(Oh#T3Ng|G7&)KdFO@y&Rmg1yUXBQ4whCmRYm4#;tM+g%-KlD zS}961SFfOf+BfF(kW&Ma*n+K`=(Fht7ypK%`tjo{8d-#soMWf8s_8dY;@#Q)Bq4=l zj}>;7IM_nt1Cyb{Fse&<(bUwFDY2~7H#qkDIIC2e_x8DgZAIb@Y^#S~prd8SZN`+( zlt1T@U{FS7N)u~7-rZb>Z#BHscit_#oS@XuKB`9BmqZc+=cX=I2s!fK%6;<(K>Z#( z>u>e9?zvVfnm8+3k-fn3{ps+V0uakm>PY$gN!r?yB7p6*eVUI!jp$#qe4dzq-ML9f)S z;ja;y2siwe9e}}H;QkHw=KJ_P8aKvfU}B31)0hlKWkd!<-aJ7$ttSiM?F0^sHLGa3 zC;)^%+H4T9amj$p=}5-+gGo{CXgtO-Gfb2}xVm>MTUeHN?xgw-y9Vdval1jLwCk|b zQ)2jbP_I*6$V~mI*;o@ernFxm7LpI!WoCZmh*0x1@vgEg!`uI1K!RN`qUI?>jI(LK2$z>X_<_TQ zAl5Dzxt9`tVB~p0NQ`YDCa#Ri#n0azeck=*87u5-r(0P>N_)Ez*n}1FaLJ=+K}cI= z*UbZOX!P4Tu;mD_Ki$2_qk3qi?{6NcdzDsk2cj!7%|kImW?(M85!GrtH5P#EV;IJZ zIyE?FPtro0hHk2SS1y;*nJj=vNSIH?{2w9DpGf054mh4Dr88gWpXlgHBSjG_8R+!# zQlvTMC!CZ8Gzi`3<(S=6t+FqjknIFoeQoMYK42K!;^P5V_u#@@`o|+r0R$)rQKq0h zM`hJ~nc8r10hmD;Zh=~D@V9SLlNBZjSBPSu&dR^`EDba==lq+4BonlO>DuuO7!aLe3fZwVxQ2p zY2b5HK}yMoRZs1ko!e_km*vW8@aqzzYax&AZD7V>_0PMs0?LltM_oj@3zu* zRjM+dWmU+QdxFzcnnFtEj!fa6!`Zx|` z;BVR?^OHboQJ~(~7p>`XAsGtfc7&Q)$=DQJf=)$>O;@&=!2G%HQhj=GF3gysjhUGl z7Akx$j>V5y+5tFn1?=hSWtVGJ9qYZy2o7tRaN==W*f!8H2FG3lZqa{lI|WEptLm=q%DMj8&!Q z;hnkM!}((_cE^9r#l(cgWB%hd+PJYcG6%nn87u(uTVGvJpO|X{UsC+*a3Kvt7XUIKLHjBoet0GR(82b zSHxEix3Qx)+NXvjyH8cmA0Ubjfx72fCW^?owr3%Xx65|9tYLMt%S~DUx;s-{`+j!R zTrlB{MRY%x+ra7tVZq#_m%gfVZ1CU^*_*J_5e0n2m;3q}Ji2HOBIo;&Ln9LzzE1hv zhXXtZ3zFJ3%)&+H-8qkJ`)8^V0EqvRgk;^454qxtKb@)OWvWS1TFvF=EwoIzEajs3 zG1%~+G+PEfNR=8+qrq{1(nop7yx#4=GqYfrEI;2@+Y)uSr zjF;d2&NJuavA_(_m}7umQ#&?@-tqciOsj_drmfjVP&vVNSk?+1ad2cj>;=zkiQ>)K zxsm2x5oEV^nhPWyZr1F?{(pJ_2m{1i@cn*(4BRcv)|?fGI&4q`dv@JrN8Cr>bSpMH zZZ5gobX&^xhHD+f-qW$I6h0EB&x+xa&L0p14AiEp?9F-Et7i@KRa`lC*Hz5mky2T0qokHA1}IXR&e{jM-7dJo&cL@f^h2702SHu7o} zvSe)IOo|Lh$lAzw-qiPIF$b)j!-ZIQ$ZM4?o3H73KCB4+w5Xn?qTwnr>;mv{8p6t@v3Liv=Tr81hvrS_Z^O>E`Y!x&VL1s@jqk0>b#%6=M2Cu@!N%`hwLHVdsXx!3&1@Xso}j*a4IhBTY? zLETPHWwv3VLbhZ7)-GpW6FpS$s8HGZ`vUiA(EKBM=% zDgf)R61uY5GV=6C<4MZ|$CxN&ukC|#Jn>12D!y4{=j-bo0;P*WQ;rS@2^T2A)ediw zXh{Tk-z`)`d&k_mDz|=@W!ja{HSfz^+qk2GHUsgi_DyLVgT~Y6+i2W}1i>tr7lqXc|{b<0G~(j|vPvIMHdWG#Jj5iYC449U&y2e#4uS z?l3Xu!=hijzh4RrKlj9WQw*UjOURu?OQ9%)|G~~ZAM+}xGjLZPKPIMNeYB8TcKh-swvtQy6}<{Qu{*!Hh#QRW$mxMmt0rpnmZyI z7rVALW{#p+SlQInib3k{=V#Bo`P9>jskhs#*j#ewPP za448DV_J7LdgGa%4aECJQ6zx!7pTKeuHt3gI8qhezg!H>V!Isen^H)}Pf}D=tTEF> z^o%DRRs+Cm)0&k4vY+XE`YzsIkP0C{yciHcr8usgIp-_i$(QZ##zk!M12%sTW8>x&9e zGiqZn>Va&5&pm(j|Iwnrf)tIp(9UTP$T~asU%cN9c2+6d-eD$7&Ft997NHlQqkxES zY+9VGkY^Ml|F#nGB)qF6-*BzTHczR!y`Z6KgSv7YSB0Lu_e4fsukAGa!TM%|NdGqK zxVtIf1lmPsT_M?>Ibi;)#QrDB`FqcQec0ds`0pPGKcV^=ieEbUjTmG`)zF! z2!N+XpDqdM-csYFRhQQNC%(M9(wd6fYRBjQ`*+*`2RRkA_fMOte|@Hf3h<&1ej7cH zoSNbf3<`|~itxo&E;7*co0JUZpQBzY##K-&m zIdp*^9C_cnHl?I0dvF)z{}b91h>BwP$p727|N7v+{mQ!qKuPJXL!PqyCk@BHF7Rr- zo${_X%fBt!zn1U6z8dhplfXs6l%!nVX9D9^J_55v+S)rlh`Sej@z;drRHmlN=b4!T zV*<2(*v}3S?1CSPJ%02k3;xxEq+; z5ce9GmV9tiC%K!SZ{~2zl#y4b4%9|o@-u!0h+RkA;^RmM4c7{GLy3FdVlVQ;_sJy401!CBO!}5@)0@BSPldV zkqO$b-0;XF%QKf*d4FLx2}Sl&63#ppj7)q+A4g*Hn2d1wyzcneK+Bt4(01rr*lNsR z#_;o|Q&Jv~3#5u|cfe?@7skgOpfs-xz4T2K)_g@Hk%0h62-E;A)B)T6>g?k= zbW~lf*(NBFKaPpW;92o)mR#&>WuW}}0S0hFBO>c>oQi)&<9p-ZKO;fKiqrfz(BQu} zt)2U-%1Lke=pnyhjb+-t7I|C~z+|azjI{|TzRp8HUM&yI9f#}`1eWRSaFHa#Y(JhP zHTXQ9tZ{%piAl6mbM$FQ^D+N4&9S6fl`;~A9>)$T=z$9=Pck7iJuT`B)LKMp&X~W$jz12u*Xb@MvEzz2FJ`_?b)r*cw6k@V7><JM)q%t1H?CE^Waz_jF zr)&bjn6;<^1Mf$`J=KM87s=FsNE4vEc>?3ub8Ua)BDnSt*azHUcGC$B~=!Af(Q}v2h+hHtrMwoX_c>^L7$CJRhZ4m z$3*8Gx!1}hC9;gO#nHpM=zrv!t7vLAlJg3FhE9~c^@Z9lUpgRP3bAzct|qnTI2hdt zf_>F>R{MkwHq3T^0qxV7#V(owrs-SGlf+1Xo8nYA2S}d7LWM8DeMv%W{nuyr&ksc| za}A6_ZEpM2F)K(ovrGvL3a?T~d}rNu3F8D!e3%YL*B|(=5jX8J_`Tw)|I^s&e>!Dv zSW3)xA9eA?S#>cO>;wneR>C&RA~d$Mk17n*s+@}qYjTIYl03>*MMGd!q)6Qs&?RL1 zREK5vY2hRzb1dB(I(48wad+!a`eoqAfxh|tcu`+Ky+B(;ARX;U0HBVPXF?+4*ky_| zUrW=4kkKvx3a2WvqE->k?C&uHB?JsC`BCn;>imu`v|~QnLHeh9+!taFzA^G?D^qh< zRu;XBg=~~iG46`K*j+ZiF~tq|7L4t*+_qI;_DzambW1!{H#Gtl@#@h<(y1bVE3I;U z$`y~X7`uIM?Dz;F^CTBVMQe1Vf!Jm@fvf(5lEZg1Z3~MeL)!axorB%6U%#MhbBIs^ z-e1G}DU(VUFvIS}Pi~!kARL8ZQPxNUqZnx>OH9m=By3lPC_-@0Qt^V&@Co{XSUA?wZD_>7G!}qX!*+Ysi%B|RB~}~0W-Ef7zNp% zxk$KvGk8cz*D03_8^$oo0FQGLpomCTd{NU~;2XceILxZk$v9~ho)vg4>=xCN$gk|H z=fgFSCC*qmW4I`!Hqb|{a>Jw|#T6;3B>Vl#nhsP(F>1%|8_;`t+b8G;S3sxRR6dI0 zSTcLMpL7-MsX&~@t4>hTSWC_!&}3W<#+FR8ez6f}dl=LvRhl$(U<^^WEmSLi`u_d9 z53a6dGI3#U{7%PkXk*V;io7ovO&uSnm;gXQ;ns6@Qc=-f;$&;G7{z_{PF>F7Xg)@}Ou(|X3MlKlk-N~P zva37I1QA=EI>Jr!>h`j4Oe9L!>XL2s)0ExG)Bg%O{+qMmPmohX6{h`(nKphVOTHW= zL&~EL_*->OIeR}Y!z1iks7aV1JU2o&-XW`6K}PWl=G2$E;}NqiW^E7=mEEFZDk3d1 zihylWU&44LH3#vA2JCBJ6wj%IrZ4fK#PCO;CGnPiW^>i9@XNWvNxE#D{u&v9`=o-y z0|Qi&h=U6EiAT6g3}Fc{?QK+B@wcp)QWOGeR0&R7!&G^UDknXtUX0v0paLM%==ngT zx*R7*4EuFzR*i7%l^e-{(|5Fg48x>OVrGjF!mwLiE+tW9ESbj{8copv zr*-s39sftUU^_M62S7XjSpoh$rn%EAZ`(dT$(PgwFIE$S+3_ZL>CK(0XJ(vc_QqTZ zXB)V08)`YN#(ENvr;gT60!FW&najM6C4a9d3N-#NC+In?UigqLrS$c2nP~G&ew`Hk zmR(=A%(mUh&CYIhQFz(GHwMn^0Mkt}6OzP`hIxsX@3FB_hS8M^)un*JomqRYd3{>d zHlegUJn)T8vZ&W=mJ(bpF0QfDw2vQY3(smvy^M{A?^K>dqc;6wkL%?QKaPuQ4FgZIyow)1 zz8Tq?xD=_w<5umYmhAtgCG8hc*mt9t)7$w8cMdds|JV!x2I;TovsEn2v-*N@eAD z*M+?0ogIn3KDoDFpchks=(P)_Pm4Th!uOXDgCF`s+6ceRCAR;arTtm3mME%$URD8u zv>Gu2JtLz-(c(CoiV4}AoQ%h;yyLkQX|P19qx-lg3gJrlNAq-yMn;q&KNlBK7QQ#m zT}T;Oy#aXbwoG+Ew2Ujuf_7;} z*+4ZA7sKUyHUGkZ`9yb64oV&5IQ5EJ*k@7y2X31%7;Bu;pI9I;DoQE;7l&5gRXz1{ z9qLfVGYxH3_X@pz@~J8p4Dv*uE+W=y3=VP7N0jOc%DJuP7^LPFodPkve_$X~VV#WV5P=2SEo>g?Vit8>fq z6L`z=aw_5r3JZ+)ec}R&9$a7~8SJ3e_y#b2(8KI=;G$$)*!t;v@yNP+|HPhi9oEJ! zymb+|pqfMO&Cg%wN8U}@C$d$+`RXYtP`R!2othGe`hdW|qoN={KWgD_t10>Pi&S2> z^4N(6=`2)#T#_G#HtlurKx&j-b>jE$Wx3}&MFvJ@`LO-cOyEp;-GpA@+0WeYJElFY zYJsJqk=ascS^3+%QMbpkZR`Jh)cpI7c}8emQm*hL0aoR>;e+gVe(HF@7ZdSqVWSmg z6X|3*d}K2G$mn-K4x^J)a8Snk!^d5SpAHRp0%@+QXKC+axw)$!)l=|=a;OJm?IEdW z*WU`p`zPeTuciXw6PJ}&XYTmXZM3mly~XCHSR^l;pvgl_bsvQ}deEGpXt2iBzE{Ku ze`M}ep@}tXwn--M#N%M^AogUW5FL{lRZ1>6a|PyD7pL&fh!rfkrNVxG=^S1iL$=r` z$j~wubhW_DrCgovO&E?3Jnt*it9m1SGg;g-r@0vmzO4MFRFvkf8 zA#bZAY5(^tgY7K|yN3fdXUCrL3CJ0%lG~_v2r@6|G~(rE<$t)(ZRxv}B5m{KR|lab zhp^W3C!~v#tXb%9PLG(X3Ai0Ep>oeoO;=+XD_P#LxP}kTxB5eEzm#;~m8ulPn3!9( z->Y91J4@w$$g0~4y4|i{ZE+}b3$N7+Iws$3&xH41o={*zdn_z!8p`vDABi~8)J_Rd zEwO`z_K0x;d{EsLU&gW|dc=Nz%F6YE`BQr^hCYR4-sl+jXJzPphfJr){237;KBDY2Obr&^xQipUXK-sTd)=KMAkwf3Rm4rYk6IF07!oMt!e?l9@r_S>z6`3rG4z zCBNmgwVNN4mb!Hwxh+!KAva^{c?Dj16R{=4Jdu`vM4j~z8Wj*g;i1~|WNj7KC{qlo zOO5g*She(`!!R$`BBRdFuq}xDvk8QInQ9|HEl-P&y%!YXD=OWF>3VaZh8+wOHU99r zmS2EL9)d>hUbis+du@$3qwaYdbs5el5D5S4SIo$SeC*v|YBkH$;A&X&|DVMSrSiV# zY4y&uR)KF?%l1H;ft8LN^|?O^7O6rE822<#dYmIrzXZk_`+o3ID?!~eOA{+Atj=dx z?+o~!6+P?Fwk(p9dN({gj75#NX!Ux};-mA>(3DuO^{Wlv!|ym?Q&lg{#2=)w*a6xc zP-^^xqsfJ_2{Mu}Y%D1XyH}KWY)++Su6H`H=auaC32M z1aFxbo6Bz|QNb2Bhk|S>e#g3hD~whK9;Q zUtkL1`daQ2M&`VXqb<~cKp$q?@o{=Muqq`oRBzsVbH8$r;(g7;1iG&J8c%Swv`YM0 zQ`6UWS?WWqSh7|!j49d2?0b9y!v|4Twf`xI`Y(gL+veU3pca%Li4$v|0+hfx83pmI zTDA8(W9Z7kbqm5a+}!@G;J#1DId7hU59Fpj$^{w=o4+#`GYV2(ba%7({g$DyF^I_> z!cl=&^tkitRZvObuq)qa(L5%3?}ycj(iybVQu%6G9mfA$JH7Vv1Nok>`6Lr>2*oqB z(5ll2YF27^`Q$A;IHQ%u;)AixEKRc0h8Sz^ImjEQuvJmUQFXUZhEIbNseYBE31UZ) zl4{5%n_74fLJXb`^(MYB-Cg^PEXkoK#uHvw!yw?TB`{ zEPu+FeLio=9HK{8g5ug);BWsiF#WGJO{ae?K>baR02iWf@jjQt#s0ZovMsi&o=J)w5I2&dizE>gyzG$tLET~Y4v$;i12!u(ooHeRewpY$os&}IBbU@H28@uD zs`;_61wNZ5U3hK3Eb%5u`lG@ledgJ~hd3`BiAgQ@{RH|GCpqVbe#>z?e7Ao?8$HB{ zGg@lz`i$1AHcs<{2)tG*dh~c>S}*-a00ytRZZ?fDmT+|t0R}|8U?gO%7?~50=eB7rdF&gg?io|G_mD=>E$jHn#)^{?q z#vC0A>h&m{-o?@89qOWlC_7&+2N{a#45N5|=A#htcz++(AOy}O_DSUDy){^cd1+I! zh&`EN#)c-6Z&%LvU-!uglIuE>isu~0Sc&J1$cUk6E$LW+ga~k>U^L0Na>96yj!%fT zB#Zjw@+=)~Y$bZs^_BDM#w7M|@Q%DoI>nL*>xm(6gO_}AN}U6~O@ovCJ><$#0joZx z4-+&Z5<2Wr&dVuC^SH$O%m&qfv1$Z(niVN(DoA7Dk*98s4>K?@gjb0iqGMoUPB#xR z)O^K;X3fX2#xSG*FOs&ud&2~kJ)D}$ zJyUN2p=8hsov6Vg+G(IzYtVYUWOWox7K}CVdn_xHRBiJ6_RMIfBpa%e(kee}EKBY! z{w3^I8L-T=LNI@fUb^@%yiG}URr{Z) zbG=X6ZFuJ(H$H3|%{2V|h@4h#@dK5Hh6e3Y9L{Q*nzfa!bIYsrrj~ll?bIt4T+EVoLS>-@v5e>wlbc^DK=Q=sL33ME zl5WicqMadd9pKKjX|NJ~7HQQ})M4uLg00Gyr4xHIDSvqsFvxa-iPg$UuLKUSa$3G1%LZ z$z~u7SE9r#$q?29e?J=#qqiWVpuptdaQaDPW95w9F>C*@)=gLprK!yaHb@k*qRt^A z9~jFkQ9xuVxb>nIW#e*G@9b`-jI2+y>*X>KL%pzge$k(Kmw zRbsr(^Z_c7GXEA)ZJ*Xa3Quw0>)g63@2L`P%C--96aBd3#H5S(Dpa@Bm+PBh{eZ8F zr7JOB0J|1@(tnBUd-7z>%9h5{Q)KFV1p%~y5+h~>XB`|oSni1q_KcAaU#KwbeW3nY zL~T^J3{~yJaM*iio@sfVzd%Jx4tCTy7yj1j>N3aPx%_zxPy3bW_L>q;-RzEBO)a;_ z;Y|*>9PIyp+y>pJxoMR8En!=migspJvr&?EMD6gd*b@^wN_3^%e@?aMn5cx4D^hNk zudj%yS6}_zS@_?)a^I*V+xSZ+yl33rP8yjUO>g5aA_(XG!5~4Y%iR#)VU#~RtHC&y z4`g4KZ@=iHwSF&;^tJ7HW)(wCbY9_PpBrQQ$fqQrT`v96lTt!?9<83<=W_hailnjp(ixbK zO0%)tpy_;Ulakmn7^r~zXk%lbq1n^%c`50LS62DY(tB$Mi#j?!zg}mf9D?6mQAbBB zUFoe-WBuHofy(3jq@G3D;QZW=rz6RX{4<7N%O!C6^ZO@pkB z=GQsx9@{rp*jQTnBBSS2R(TCc8?)T ziVi9uR7(v3yo0CXCnF=`nT|O@-`T;zK(J=wFIOLZ2D-e$X_y3K#e~XEti~JUo-}np0dHaXlTg7v-xBsjJ!95VI&n1ML zZEh%K=QK77aePrj<*NI^mrhOyi%XJjZ_fnU&wlYPbEG}9DRH7AR)u3?V0<>0LGP84 zNtvHd!D78xz#E7dvaNGu`3_J_bMRItMn-}+cUnrft>xsN%7 zN{Clq>mJ=yR2hHGFG_bJB@>Jl`f60nRIifxG3uY_^`p%EQ5=q?3{>PD4f8zhpq#GH##HK*KoQ1IaNu(Cz~ z-w+lRHQd`{uE*0BAJ32dRU@~t+}HfI>ef~;xr3(&P)JLkEPwn8(}H)LHu$aNkNu5H%8f4`Q2=<3b>@k4L)qtpJP(!=D@ToP9}v?}Pc z0_Uq&yrK?6v~B%Vl$2K7`c}LXu5OoWQ^#EVwr9_hnw{f@ILmTUo5C*!yG+5(pO`sb zB(C(s-;(hZq>kpp7F4zH4Pfp{O1MdUZsBrC{6VMEil0=!#04~VWWRH)s(ON%ijOZS ze0Zd+UTMovTU(1aSyY$hcXM*uZ(X?lcI>-jtK05QhSxojM_0i_DO-Q`(HX{l_v7Q| z{H|L^HA&vJZ*&36UttxbL`60?+_G!dSWgzr)4$>kyE$&Yj=6jQ1sWsEkJCrN9EYbD z{3@sW=VES(J+F(2FhoX2D~}HMhwT@a)Ue&HL|=hrG_BFOSjV2tKYaKwrM9cwWIO)p z29%B*t&4E`xvsm`LG_=7V|)b2xiW)diiY+Hjn?>+`_I&>NeBgGgnY|zWSv!Cx4qi0 z&^v#u?mxHlAwZ#H*u^nzY9p{==d(;ApUVb0(4z`gl%1s@uY2FYx*j_eZKbHJXiOL#XJ9?SBd%9EepUE)2%U+OX6MCCU-3oIg+vj&YK3@!)Icis# z`%I0wb2O&hjF%#U;4A2M8J@!QDg9;BG;JyZbf)DQQZtq0C`|f)0_sm*z=5$wA)vmpFn{aqN9C_cH+;}^cIUdB{)h5lJ zk-usC#H^Q79WLX3FrxP6i!&5ll+_4{NIcT-unTDC!q6Aqo?SWoX>;@JyHn>G6T@>E zwBN~YhPz&T=X9+7N=L3if_KF;1eYvF>?DttY#X^Z3)cmeYR!2&~)Q#9>i1= zc9`33CD6v4qtk4A_Nt}k!g!(Cj)byhNdlyNjq&Gz`SXMSFdlG%FM{`Rm=wo<2V)w< znByaIcEU-UU_Pa!wFY{8IYd4xbi!k!=N(U4+c%N7E%j-&Ha`AP(2ug&tBH|af+Tq_ zJ18@>UeMEteup z$&(io#zNqa3uE*1!o9CXErJ(A-=RMxE~@=|Cji)M0~J$~R^ynqGpg6=)n_1PFs->@ zId`DBxKL1+XEV1LWg_Y<_;{cv_*LPH;IydzyYHVgG*JA`>VAdJmH9m9txTr=NLs&S z$Mmf%`4b-jFw!jC8z*Gm5*c2#DRX{KKLW++Ru1pwdiY-QeD0W-#K2U%t&z1d%3A!< zvuO!>QYURM7)Q_74;Xb}d>uQlQ_nTEv<7B+<2kIfspJH6o}xZpWBos`wVe_Y<59hv zis5e}S~Z~kmXsvw^LP;gX70Qj&|rNeDs3Pi~k7)E`}0`Re{OXKbLSC))d| zh;#T=x}(aFS9AZujJgON{VAs(rSl4k@OyD zYAxpD9rK|Tp7LXc<+LsOjBjS<#>B)lCY;?|it7Q zpyua2{!j!o4~0C2t5?4_VD3A}=cA>UCyM$9Pfq1Sb}K@0s$2#R4$UWPhhal1@3M>4 z&17i2*~rLINaw?6_sw0q^?FHflP%Y>iTDt+BHHst4|n%i@_pWFi(X1~=L#g`%RKUK zO?wz;Q&Za3AWeFPl1x<3nFNd3$=#{3){YyD4^^00mqnXZ|H`QU8wUE?2*InS+APxl zKw=gGMBC3jvrX5O<_G=g6;S{{DxM`;MM9EJEZzZ94hcD(0E{A&cx_=D%NG-J3`CB7F8p*r`{2fepg=#-P_8`cfJCzH7C%7#>2G%oHd2jYa*)Alug*a7o$#WwJyDQO}y3L-(} zKp;{A#SC}w1DvQNrFG67evukePQWdJxlrN>3K#tqqjtDl8lNc(`ruBz%Slx5mGlpi zF@EvVQfAReYNWqqHULx44aAX{L{L#_XgBJwX}?zlOa$-tlP2NDZ20^FX*&;}oyo3w z3t&t60cVz-B_-X8*cZjSvkrP9|YW8bRr++KDHDXb{!oZq3p*9{(YGLJ+?KXCil;% zz>IzR8`Juen5+54F?pkkAVo%TV}a*O2IN+!$&|7-DN@qo!kFXR zkScSUAI^3Si70LWD7OyDi+f`B6UH#>Bi*cRIE_`bJD_OIaas13b*jC;BWQ$T(%{P= zCOK3AtE$AweFII%N1}T?-{tkazFi|oZE`sQRSC8FWd<`XWVm`_wcH%bNvE@i9Uj8L zay;3xXja>jK4rW-p%vzQ5@cs3Gb9%%0}2K@@^*Rdr^kD>vV#W}l+q6>(&+tT&YtR_rY2%VoU{a40{nDHJF}28YYmHlrNI? zfzI_A&=4Y3PrF7z_m!6OBKLVdo_N3|Zx5JH?n)U3k3y=pgp&z!!RcrucS)fbXgM}u zjl-@R#+TCvy)G|X9O4(`9$t%?Vsd#f=g|{DUG^v;M2@Uf8t;U4_;P)ibT2w!`gfb+ z!$UDj7;vh#3=ygk5o1c7G+)v4UtDg$war^wGfO8D`R~jnC%Xe^o4;QbgJ6t_>CR** zPT0WWkVCgAm*SrS^#&eW1YGE{RaH?7xma@fu+l1P$8PvlOl>rSGw6Qpun)^dQ*!~1 ztMa3soVCDv&bseyZ3y0Q?fvk7pW$zY{C#Tl1_DX57dA&3fM9>;(U|D=I0nvqVrc6+ zn=Z|5-3mY6u?yaG5wYn5^s?I=(b5d#ys-epibs=L7kt&UxqqeUC9=|*gdM#RXhkcYIk4j?}GN% zWF=+%6`$f^>MgmZ8=D^e1^q)OC`7B)GP66$?lW|g8{NOPKgB4oOcuzFA^niTLI4y% zc#Cs$GJ0Mu36tY96^oDwUlitwwc5VdwsU9Y_Ks7xYxC#E*VWdb*kOK-W|MRvtlP`I zuB#4DLuO~IESTPX2AvozcYAg9q7<>(9`gNoW!>cSu&iY+bcqc!bMLo<9h{}%I$|A! ziq8Gs)>KaDYWoKj_Mi)umf=fivH7N;+a0+KhS3qVFoIjcFSd9Ig zpZfogf9p3R_V+KiV#VG6JBudK-<0KNUe|VTp$M>&b$?>gszt~q5{%gyfOc>g$7sAd zLx~O3aOKldWUx$Ho}4V~7HlTLtGzvzcuc6Nnf7h!aAdGpA5|69)3chTIKhZEpeGEo znsvj?ROP|A$U?z1ACkED#<0_!=2G)AaLLHa@FX_O6$^s~S;~%1=!}efO-mU?7jtuW z-7O-X*ukuaBj#}or+12k*M@9*u=J&F6ifyE_y^zoB4_#jr&r8vrKUFIaSrw7aqc9S zh|L+*6+@=!^9DCLvD7?xCDaI?PFY~@ZEf$Hugj z=O%p1am$Myqnnya5`^IGD$;kU$f1litt$V^sVYa;(h{5hdd?l%8EI7;FVI=%0EtE2 z?Idb76T-fus>;qzxcetl`oQlQH~HVV`nw&0cuV;mZz=h|{(%)SUxiFfIj@%3!rS!g z$kP2rp&jCR_Gikpe%2B=t|sNyq9Gym+NW3e+^}t|8}62*mFcT`GFbW^GjEJeZlU9F z^YA1ZvwAH!I_4W*wYXQK0B!$3hxaA>+9EH{8!Gk`!W7MF`e_d-TXeW1Obm@}lXCDa z+A+CqfJWAaM&ex*eAFb0`q<4b9K-w)a5oX>C&TRehj3b(fCDUw7E)xy zM<`-sz95VvOactKV=g@Bx8n)bmokM#HrO3eq@kXFfSzz@zteIBdysE;y|U`80=%|6 zBaV0Lkr^lWYsOG#r%3;_SX%u4_S!wf*;Xd zVhpoqBq=H{4;UPx52}X%6bSS?q`2G_b0JhsgTRcswKaYJfN)Rsg-Ohs>l+>q>wGBR z>({Q@a2R*mNJwFO{qnS5yA#Aaj`X|kRj~DYtp+BY26_JO99ORY7JzR5@UqTh>?YQJ zYe5M6jZK~70MtUGQ_O&?ywX*o*38O^{86y=1TTcWN9nNx`R&>j0AeTy;H_wt-_FkT z!X4<)y?ZUyfPGrK9Wctz-%^jZOJ?s{3Q9vbQ5!zWNYL};itT+kVm|m+6$HRwVr|e- z2*jV0a~w?~a+K+|2oo3J!z2)>;fV^P3qn_-$1LfmtZ5d#Wj7I{$~A}M=H=bPLwoqs z%Q-C(#}SZ{@*Ez_a(sq70y_Bo$v3sUe0%}*J{{i3SRU0z|ApTF3X=9jAUeWB`v0xk zX+L^!NaSlY7nfj7IQSH6Dgld|<0txLi|Ik**aS6S{4iWgPWR{$DZjJuHfVV7&URvL zi10y~;oO^RLM=yCiz3~1#~TO={L>97)Ycg!yt45LBU(E6XyfTb*g=vQFIyB_5%@AR zlk>j5u}rs%7_+5?xNgPQ9Qdb1RtCaTH}H`PnhUaq7LFyz^$+B)x)(I9CEqchGyjfh z*H}au<&;zMMGd8uv7V1=yFp|=*~$A0e$$Y_GH!c;N7CBER?F(Inoi2|zn&OW0|X_> zQQNJe{Nh}8Q|5fg-r{1u!qSqg+8I>p1pr%85n2Dt^;n`=q1+RZY;Uvr0Iju{W#y%- zo7HH8P%nRI@Ni*5oIPl^ zus`6sl72aoB_W>B)1i2QMQFU#2knU#;-JLdz8$=5xT2 zutFTqzuof*UEM$Fij`GSS^JX-IfsGpa5}%>_}&!WE-Ktua*CEp-p*K`JVRbee?I~M z@e#y~_Ygy*Yq;GHyDdB{K~mRF*z|!wALEB<0Z8m=9mC5+7|rFB5HIp_Jt_5}O;AkF zrz(LB$jL>E-l99*y&3?mve}Pr3Az< zTkh{%$b5WOCX^W-{v{hxDSgU?0QjX*LZh<4{J_QO!(uR`aAZvlj+KWYRf%@P=U>){ z_Zz2PALYvo7Dqcttm_1yHyQ5FhivT1ltMiSL=#AHuYf9T0{BA{1xho;ZQ314(^#yfn6LD99-wKJ;tnevu3m%--`aMCNG&qQMi z*smM|X2{t^uHFZShssCecNcWZT1t5|b^%nmLxk4vof220!x;XosulbH%~JvGAabBffEQNT$AAVEo%O4ru-#&H(>5UIe?a-mdZv%CxGK|FJp_rrhy?*V+oXL(wUxVisPs_`!JRK4= z=;=P`KA6|W?u}WWgM4A4d`YW%a1Qj-6I~b2l+ZinPoLy6 zd>T@kSD#sYmQyLRGeSe@Yo1?Ges*_9IpMEv0JwxuJFLjajtgHz z2z~1%7Fg@8UaQ;}0?xJb8PuH&$}2V}d~c5Mh=}aX&G~AR=}+#K7x##GIe!;4CFjG- z?G73pj@$=r_lf7djDvaBsEzjTCSyOS!|;InyP_1;&C2K1WtCQ<8UJ4(M+hN2061JF zL_XHy{9VwXPzV2g@Bvy-!Ix8X5L(cm8M_KbUyol;RsJ*@qzvgF5bmU7(U%)-Px})s zM8Q!vclYtot*|d$UuzP zxO1U}xT1pC^mK8xQg9|-x=(Vt_x_n;m~v@$sn1JPTY-Zz=z44F;!zPBAe`^7?}J^*&qGR5R#ELD zyanufR|R~_j@qLngO~6rJG)k));=DgKVm1ufBNzP)@j`}os<+GjGVQ;&W6LD+qSx= zs>(KA08jaw;RQsl*eYOI6zjioq?9*0@iW%K5hr_OMs>*{H)*4sNR|h@CJ^TzQT3k} zz|$d7{pj{YVcf?rJ)u455$=ieMvu5rl3M)pWleQAxa(8r69UI7HwZ;)j6bJ~5{#fC zqN;;7ZZf|Adi}e)NJNKPvXwsSgF#X|h7Wc*I=l)K0A%X>f?+yVyeY|G*XPPTO*={hlk%%z0@Ke144zao?@@8(dgH6VyGXYB^QpNO|*z|bBgf=bcg!c87!9nvY zLUq>@P(%%iArI%ex*z?k>ej3YeJnLF=&U8=U%JK@gaTjdG&=@9AEBL0DR#T<8ByQ8 z;oIw3Sy4mbP&ew76g9$9F(A*bsL*JrKfhS&2~&FmE0Q&3Iy!OU^AH)De%=ky1A4Oo zw6$LkuFtQtw}#@|8)${H_Kyx!MATc!R`Z9LWh&R46ZA|+wKFevKJC(U*V;5cV~R_B z9nkLq-J;3-tq=GhpdOKbQ{Ysl@vkk+gDNZ2tydLvw%bwFr*hx**Ak3ZJV zAiBCF5kMqp5^MU#B9UlA+r?Z)H2b$nPyngxW z?O5L4@O&6_j6yxiN7J~fMEm5Xg`~;;bJ(X?GR|koK;1cF& zl3UkuP+-L@>#E&t|ClW{vv8_$Tk>O9WL@(p^l;#dh<-polhMH^WsY*J%Nv&{AS*t_(r6IU*{R{A>k&dP9z}}C@bnn`aR?KUtcws zt>!_kXI{_|D9?_IVHo&r9_?{hcA&|VHrVs0Ft79nC`pllg>x0nzGVPl;fas8y$P0# z@5z>&X#UgmtOt6U_bbCY2`BlHC#GB&!N-%A;iRxc{VM_zUT5j0o4b3rjg{CmLIOo4FjvyTKudAveQn%iRUJ2K(PZaUFy=g;9avDGjx!9qZut^K$y_LQqp^d{6Y& zO7Dr6_e~m~8!qS1)jWp5CDSMA_fyJs>H>cvI-s3OW>vTbu}ztGNDs$l_tcW1C74FQ z8;&1x%@Q3>P4ZJcG>D3m_c+A39;;tfqYKU1emFf%$RMku5L&z_MO+|#7rdta)**01 zG@e-pMv|<{VXI@dveF(|p%w+fyB-x6MX+t-!*KJtpT~q9&PH59ihRTflS|2=-OD;c zozPo#r68(hi;;cfOKg+ov+$C#*5$C#RAEJo*}h}p(b3WJumo%PZHhlE85UBQvS#2z=Lb;bj(&`LrE$Ikrif_5&Eb^*H%z6n&^U*;t>^pI0C>vYBB z6(Qrc_kX_bFr|;&Ppi{YisW2)-d=W_#6j{B5WYMnc~m`|JA20@nGp#LQeie#604ut z)A&97o=?eqB*UBQq!n##Ssq(}>@l2{QJZ=))OK%z_O$hutmp%*!*|RtfVFx(8miLH z0(7(i6HRQD(Ig#0>~A7Y9B54NWuqxJ5#NUGdw5@UI`}%#K6@sztF3^TPS5v*dTa3g z{q06stiztqUB-)>ddy^vd+uPBW_bVM0$Bo`Sms4bXE(?KPcv zzxH|uD>xj7oj^C_NJe(yPp0aY!S8}-n9(*l7TjqVSFfthSmk==d4JS&cvz)6Ut)34 zyTMQ1zGC@K-O;hzt4CZnv4jj4x0n%oaS=Xe^xpbvtx+o)Zz<1Oc_ht3O^ws5?nH8M zfQbbi+3pg7mtjOE7|Vss;q-IEZ*+YXgX%PMAwaJ(Z43FbOHw{RAN6V07(RM*Picpa zfnBX_ZuO$Z;tRcpPFpz+Ntd2i4c=K6ow=Q*BX)M9Dv_9;{WEu)gwpzki4gwghf^EQ zxion9rX~-R_%kx%wi@pz^WjA4AJvyBju$48p-dKC!;BUT7IP9!3@-kOyHe8rVFBF)0C!BpK`bvk-nWoadQeHN?gdUb!hN*NU>VuE%%T}H|YJm+t2cUz{cS)ZZP;e%=k z9<`eFJG2`EgTFJ@kM6<>YNPQs+Vl2A)-t18MAn46Xg#rL*F{Bfww!jdn}5rLDir`U zA4imeWO=5ai%xtO<^E?7g&rJ=kn04H(s@%EsymOg;lazHt1}Mkhbr_!pJ(od_OM|v zB4cvyK9B=y!|pR}zQnO(ff3vNje4fY`SY8r$-=tZQOGs*j< z$>j|tWq7VpC(q0FaOdkw()y3~mWKeUr+=;z9(p%9%T4OEd%*rY+(swKig?_G)~1Zr z%l%>9B^Z9W+&d2Q!EEv3u5xOeRQn|epnR;Xd%CgJ3ud>@^(@rezGiKrI16y{+UtID zM5W30y5D2&c?u#!ovJNKQB=D{uOol*RywN!XzlBD%(H)J?TJt@>cznICsFe^jgbm6 z^~hZfS^Hi-G_ zedAr#TeiuDrENU26p~;r+}`C;T_=vcy0>r3x}QE_)e?oDZC+JjZuAd%xTekA-~Y!5 zNu;&Ks=c{FK@sH$?$#H2M6Q38i2kt4Dd%rN?D8#7gzMKL@0-WXvH4&ROLI%os?{Cg z>fZz`K7%|g_Tu?KVFvK>xkGIMzN{6I_s$y-fo-cpS7x~`Fdy$A?imjyn4r9!z>4`z z+eQEY2#A}qMlRmT!+QtF2-;Co-7*J zgQGqp(khTnFEEUWVZqgTF62(SU*O044NY5*DFlI#;*yTBKzYnTm65Q1N5FIszfulC z1_z2!d;VexO^WI?>uAg}$FxpRc;#?e9#5$>S-kz`hbhZM6YNdcTS}9(wD%DwN5I%< zH)2*-;dlhBCxVUzKogy9Di^3Dk0-yW61E|XSpfm+?%PQv=nny?mu;suuO!3y@4AhE zxq?(5`t;CZfDzG%iW}cPi^tlHYHXa!__58+8ef>QG67OLP-N%8$lZJ0c~VhzVSIUD z>kUcX+mLVl0TO%`JD4f$wn@A3dZ?^!oHI_|II?nC(6<+%ry0`eyuwpJIxcAW+4iC9 z$1>0p`-(pQW2;F9LX3&MJcj8w9=Y={e<{z2wCTRxKJw;-N%b?g`5e-3$z|RJUR_|~ zf=Kgke0X`NyHQCm#2xE+u-oiSu3^|E%XHOk^~4}{Bz8NiPaxmyvQI@IE0dh{8-iaa z8m_HH%`ZVYTDqd`sEyjf!9joTw2xPGKPNDWn@!;mSeBp@eZESWIiGM*`?%VGGhvK~ z$o^~fN5hlxpCeodfsY4D8)6ywaHz%dGF^JS8BXXgcYITqMFuz<-B#SbvEZE1v@%9O_Z_SdXh%x zso1iyFb@n=$&P~A{&z`lCNXRng&4$v#>rV(#d#u9MB6FV+`_LGVef1K(s1$8Ni zR2>pV-I$;zBn{a*k=N=BIM@kFuEA}XNy&?J@ODN{P9vK;8?ae68N!S;4PHR`0Pr&>2lH{d#JDx`Ea>+>tay= zIBpdoFt+aKG}sql4&fug-<>!es7{vJ+!P`15O7uj{MA7G9seTsLDydfd&F)eH!tP8 zUkFFHe&W?J1erUtv#HI&?#&-9<~J5fa6bdS)(krq4+ea7y9dZfNaCM*mo~~-GJNEJ z;$xzBL{XsK{iFVqVnA7n>S}As;W6uS1jq09F}C2>ua-}t_NgY)^Tk9}sk_0o*&&|Z zbal-tRG_YWPUUiw2=U??4YT2^?o2BL2+4jZ8;c5tV?_A+Q!`PUX}lyU$tfzu@w_JZ z=C7nSZn84M-GR?e_AtFhM{&NBZayOOmmyloVb-x zYLgw@Dhg(63ci?Xpf`ZFyO~h>{`br&5Y}%702y;r+KoB~;u}2RUgf^kWq(+~)cMgf zitX-t#?=PxJH8MFq*NQh~}&betn-f%Yb_t_bzd+Uc{Z(FLM3usrvXFspt+XiB8TrWr52mx>&iI%AhYI2ks+zi@CAQSRM|JHw zP(`XtKdlxyl(>l9h9j`{G%CWj04{x;WjV3YM}sU1^K1tuObT=J{oo#+!|>q^N$?IP z{%+aI()tcyRb5zSqY#t7v5GrT8lC&9$^E{4{%ha|KGtv}_xBxRzz*C`Two(*|0s-X zi_^_33<+uOIik#$P}_1n>Lq&8(uC#TFG2me^0GMl$mmfwM1VHEe-w*&j=O*I$GZ)$ zyulUG4D`IgxFM(i`X||T0)UyQ@F_zu0ZQwa@S5Cygya3t1DO&Q8$ix9U6aU4yFa;% znSRHBGu=}gpjMhYX`0~$-60bQNkumNHTbJ~Fz^0lpsCcO=i|GlD8a`-=F~Pzv!w_W zPEqRTw=b8>BRw)VYhb?pgBgJf6zUa)v;dHTh6aI{XgPZ~1aZ;$6NX~$+XI7$+ozkL ze5k6U`9Vd7ow2;}I{a~mz&J{mPlPMl#zJXN19^HzwI4!ihuR$L1rfYS80$Eq1*N@mKJA7Qxq%9oz`z4bbFfsYMBYjT$;|2M5Yuzc!QWoDjce3L?5(}JHCG%B3CDHzB@nwz1 z<->Y$J*907t%uy$mA4)fWqq@0*ugqhFYxzOki(FoLJ`{xTOB$+&NvJwlpq=~>wO>v zJ13)8;1KVEAU#}gT8K$7WYnhYW4q)5DRKbRGA?D($$4-jvT(C0yYWs!{u5v&FfPyc zOA)ZT2&FGP=tsm-r0N2+lm$m?5cH;WFf_psyqu9gs;QPTF*leF7rH2Iooo4g6Y0|- zbd;3~yE(yaoruU6+teN0W-SY&uE@Q=Sl!k+kk0D`gLUkNd-@9nUUS`-8?oOY?TLGC zCl;hY{WklHDO%ZN{4QKBngLeZPj`na#f!kkr8q&5z2aQK#P zFpna;=tJKUwrWc6wP;`Rr*5K?Sheex0^pTs=Fa)tm-JJ>BPZor6j>>lDB#CDdmNFh zs1B%-;&FXwY2RdRy{9NKE}`rY7XI5>Rs_3*MszV*^SZ{FAPN76myMNY5xRs@%vl?4 z*GxvHquftAL}lz(oM@dRy$yST;$OZbU7q+n5|QvcR$`EQx9+it<{#w!p zHW(ez;Nc;_M<^iS5<~g54P0M^Gg=X(N@vl}g1pWxsYoZ2fArKM^22Ao?$i>4yQB1_kRolB~ZI-Eh5(RsJ-OC$S|?F)%(;l zE}vyf>f<$y6m3g%tGma@JpGhr{cgQ&fIjg-tyEhwPvND#mAL9|^5Yl=+PFPn7Wv6- z8=7dftFi~ljEs`qjYSRXywYs9-H)oA^*F~$i&IHkJA5I^%?=)WjOXF9ZS*Z zt7_j+0`sRu3ub6fy(--6Y4C@*m>5A@v*oCsW*1wutJ@7CIv)D(+6Gx*&;!DD59Q|D zw#WFnElE9f^q%+;j6^q@e@dd>g!V%XL~K&huLKW)aHYkM%}qoxyj*g3d$eRh>e!uf zd?-Od%9WKl-CghYjW$tVf6r@JZA=e- z|JMEeZmB0I+F5mHCol3V8c+-sUA7i-GTO6rzRI=JCdF zF3T^@$*zSqZIR+u4Ub)mBV7PK_6Vie(@xj&v{7)@C0@9*A*uuFf| zi}a4ETXu&<70D8%(Ip~Fq8&ZsuK}=WV#pKI~ zoi@oW%En5F zJ#hhS@HT#n@GmwP+YWB{V6IS#%c)rmGb1MGsRWp?<#$8^=uI)6EH!7)sbRJ82FQ=d; z-5bVi{uL5m5%*HR)u6cLG5)3qK#}!()C!jtYw2^_0iQ875M!!B%i^K{-1AbTkscV> z1Gji?SG+b}W$;882S3D_0;EprGhcm*?Dp^_uiB2KAYPdU(*Mwb-9H&2dtp9yXm;gBr4K;l_{(Wg#FyTpnu+a+?b*_$cCdLnbRj{w?7i&RSYaaey58gjyxGu$o!?EypC6{#2H`=pUX!9WMj%q}^1rEQJ zABBvV$0w|Q{g(HuBvME-D32;N;`*r zH{<~SG^pkR6ZC*zBJgiM?N@=J&$<=gH$yQ<1rI{{2{)$q^XJy33*UjUNP99mSy493 ztxE%Gq-FE*@E%fd3-f#Q^z-@C_SbbNRi-1#ovOMVVCU$%wBTCz?9!C7zP`S&TK+ry zpSi~9O{?aHTHZ6p!d8G6Ehco8)F3p7%?kfkUy&Kfi)+w8-=h>c@Xk8WmIEUuNT#P^ zX-WE7@9(^VhQV)PK|*?nk(^fY!B6S1?=>p!nXQbfgj_Tx#ISs_Fkq!MxM!;0u$eOHuI4&U;082hogj}Kf^BpJab*n#F_7`k2tgO+3^6Jn+J8y4+ zbU3fFLtJHT)j*CtRKP7NFu1)kcz5~BUF?nyfNtYy6t(|;vIBM zz51z=j*e);r&9VI*>qQal9)d4D_~?++$SPZ!ranVBp}8?J_u=QVZ&3VE&i6lnhY$vKTua^^-ykm1!=oX_OqT9% zX@cbnm5Cjw>$G^*sGDl+tJ@)mxtu!!BEC%Jq7fjEXZVw7FLTk{-;u~GDP+F17e-fy zVNLvI30pwSwBJS2qC9Ptk>xxwv7?{a@(!c6{(d$Ogh=qVHzNPa!x8O&bjx$}eul!# z!F@PnHZ-2iQwMc;8m-HY=q{wv1NNQniOvSZP1GBbjZSOwhCt(Azb54jI=q4Dkc6u3 z>XbCLVGA%E%B~D0EG+yYw3$#Asxvc_;*KVEsV4PJP(^iGlu=m@BMTD!RXwU@a+;dR z)fE%A|803DgiUw&JaTai8t|&aBO$`RsEhS&4O{qHH-6pNRC7J6zF+RBjay+cDymxF z_kN48H|E##^V*K%RpFjpUIfwXH$iQ-2v|Ylx6PhCl&?f#N>#c1>swlMWZyB+G3VH< z{s8V=lKDMk9+6Eq{??gw#2&ZeGoLLXg~~<-8ch^{@ad9CboBhX>4I=w6G3_z}!{+V=ne$pUy3FU3{Ksc$ACLPu!Gi z+HQ_uCYj-G-cLlYU2ZCA?WzR3Lpeb=F3>!VQtD|9OBtPw>2e{&cc6$kNdB@h-LC?H zpy9&RCImC9!gyO4ojxZm=*9ojqMst3Rvl^a>M4R;_`ZEh&|`5lM1q3~r~QmiM$x{4 zhH5j!+OhFInb+mow+YRLlVGtYq~1CLgLkd<{M^C3ed~7*!2Q90Yag^6G+Fw&Hr!8i`46NVLqt1XePCv5~X<5iDTZ<5v-Gyv5`vA7f$>5Qg#>?Yq zpjvOZ*w|_f#@sL}M{jE_C1p0%+5A8X*Tj+|#r56Ug-EVZ9^^nHub$uIo&52;x1^dF zM%&rK$3(tXLw!3znzOpKo0zg2dT^!7$#N9J#)-^bP0f*$5u%UA0sA|f-Ey_0kuWu=>kJ;lCy>p;w^ z+t2_jDkge=pr0kL><9yJhGlyEsg25~QZs{ZcmeJ6&mYu@H$QM{`Z%qr*7dy&>+*XSy)l5hd;;MMVQgf6glqClvsvXUP^ygCRgHMRm z!>d0JK;h&hzvIQAG`Ogmsdk9@r_sYFf_zSU#-TACZujk!mz2-OdW6HliOWZ|b!eOS z6iZJcf-u-A?uOB9u&3kysy<-G_p)dDEWho1Caha`#@RVmY196mlaDVJm6WG2y)TTl zslI6Oag)N@1K=P5jzp?GP6B?x7LjV~oPNExiGP*kLI^SfP>1d8WT*nnH-`1M$TlW; zlXpV|zrsS|OM`3Hf|bG-^n&p|a9o2<)BM}dr zok1_Hzw2Y8y%%S{H$mbOk6?ws-AcKf4-U;tH(5uX7dW7b?ABJTOTCvHpPztzyuEmF zO9^5gmC2Bi4qt7&cm&_FQSs*a3v3-F3iE579x7h`hz*2acw`17VO!QDV!L~9iD z=rtH3R;-%RQ4W-L$gu*PXmghGf%ssrM1I4lVYOE7t6tgZ@VPg0GNZXYVLNnc&`LAm z_hEKjBlwGLRoPm4bMryG(eJ05ywm=N4I0x9GQ*c3lD>)?s( z+eD2xqX#5m%9J{hgwvrxLGV0&GDt2pR+lGL6JNSPX&+a69SE%4ot;Y?^9=Cdk54Nq zljYP`R0AB0QRIumf_-vtE9_g^y z7M~lZ%WRW%F#c=ZN>>Ud^>5)xIixp7u^b)>8Wg|DeCSYAH0}P_k)i7d=A<(HVkzy} z8F2OGwMHTmv;oC{Nr);49#!soGtyKhow0Lb$RQ?%Tsnkxo+G?kCpEZM6KzLWr|ubl z!L*gk)%gL-RYL9u1G^Op`fO|z(V+~_r^MT(F{gJX+j-6BW+J8S zr&`hcPnIt#+CDN8B7)JgbEhJ3?eRPS3nFe!obqoW8`)RD~_&+ zqiFFlWxt8&i%!)3HRY|Fa+^j2^WRgO<)d#2s_4YTK-qcdD<1F1YH7YLRPN(Mq7Md; z6M!)W@c?tqLcHmaP0z4rEtF{mYSVE547>r{z&Meh68x&%L|z71B+5$jiN5+{6e3luwtw3~hjbeg^cmd&}0(M9w{YnM~f0P%QNrt%Y|E-q?NAZ*cS{)9HPi*|`# zU8riwrjfD&b!0~xolbeYv#%AuWQKbOB;WBa#!q24&LOj&i|VNljpR)@mPrfz4TX9S^Pa z^zd^etCh`(0*G~HhGTHPV|rReJj8)`&TK*VNd3PNXiNqK?HOGSA$>!l_NcQ_=kJ4tc#b2W+{Q<(4QPod@%tsgKVXTb;djx2&5N>tsH z83zOn%9@Iz09jD_owBBG35|cZm@x7x+qs`piS_Tcv;7-{eDZcZvrDiSSFh)S<5a0` zvzn4pnER4{Q$$h9keAVzTW1_vugxtf8v_FxtEw!vxyWfuR0xp0g z=!$SCNx<@G-BsttHu0=@t3TNGig5J0GU8vS)CgnJBl$_r8}aAza8A(|?(Q>+_wz_E_>?RE04z3(|)}TJA=*WxzM33*>>m#$%QN@3(Q}%4(f5Z1$ zr~&G%0Xtq<=*_rDG*<$I-rGwjEsX`88KCxL5rH~jVcn+{E7og?m!_ke#mGuWNFeCK zr;nWF_n`;`n3Zd_AL!luNc^fh&&pd`TF|e!JDGM%Wk9sbBf>g#wi*IJg+k+PBlNl{ zqr(+P(ujoH-CtUIX!Q*)1f&5mvA1@$`Sg$CiWydgq$ISVc;@V%AGeDf=IUM~ao#q6 z*&wW%Fllgut$uj`B}%Clz(^k=yi3m4GD)_-<58LYRfz9~`y8dp^?7@e^u7lO_1!j+ z28h2AfRE&dFZQ{mqo8~%t_A+0+ogAdQ9c=P*DR_q(2R|3}IkzZGflhMvOq(6fNeN zh4Ias41}=;RA5lUyl3`>pC7PKj#T_w&aQRFb8f7P*c*9ji}i$%_s+DfGn~Yg#(aDf z&r8dtq2?wAIEF8Q9J2h(xt;2pT?uEeFSR&k+6FX=fFFV{)2NGoraK)1ydk6o-oKZ$ z;IcSBWC72=Z^zo`3Z!}WFI)gh*5&{Se4jTtIeY{zJwDt>q?`61rG~vkaJ;xCNi+L&Og5ZoebkQ-v-`n z%6|U*0#&}F==lpaZLF^2ouD|tgKqj?4?1apA~VaOCpz)37m^%Y7{Adb>Zg4Zxxmlt zX?f0Nxc`eFzlG$lsW3?nu81_*8BcWm(1_<-NSUt1K^__Ib1)lwVWv%8Q;sKEQb+2uSd`Y5AsUY{kl7-sT$2 z2q<+P`s8OE`OH%ycmwsSmzLb_?#US#>g%g=D+NX!&KmFQm6apEhR*sLq^TMJ zksTu~E&2o8h(|vVHvXwsBi@Y$B6f%S_*gL&0h4fx%fG`B( zS`GIOtZLoP*#z3ezw0?kb-UEwATK*x&6gG#W~m?rY-2pr+8@3PzKico{Qj7(DFfK@ z@;Mf#_ommW8L>mx*VYVa$ABd;Ot{OaRM}8z;DrI~wY!1a13hBf=3ca-DyoR_&y zBWjiE3SO7T8Jl=qy=4{^HlgM3itl0$&9?&fz z&=k7g$qeCOSV&@}6DF3SVZU_Jk8txGUEKti^8Kj8{X@-r_%%KtsOSiZz_z1|eRh zrg1T>kEm6{CNghrSo~4cQCOrPT9bQhCn*5${cv@Ma8F_FwRF?iHGH3aE|6-K!xdvQ z9XK4me!GLmZ!bBX-5^E2EEIB=Q~g7Hhs}K5kmeL(ujSbg?bcRj&^RSSXo`GE=)Lc< zV{accT=t?nCqxSte)f_7UnLDZ9z3dsdq_XG!JlmI!)%`~k?OskpvNV2MKD6pH9q?7 z4e?d}M=}~7C&8Eb+OC!x(Z9b;cgVC)&-93qX^AQ&_=t?@3{t&!&@nkF7}{iIK9>=1 zUi8_{89$)%V%^N6XKTZ6rFY540&aG6y<*qg*0*5!oztF=OkbFB1HNY zym85S13TN&xdE{g@dn@EuyJ2yRK{U9FF1X8)PfU78meY{Tlz zr$aT3mrGf@M7(DDQ0e~sl2TF|X=2~wQhzX2@84+jQJhj;iu0NK_&TNPfU;?OeBLtM zN!0mVMD~f(C&?5}D<5cz42Tn?S*l0aQLO9;&uV7OU=r$L4kLKD>CqKLtAv zV`)n8z_V0`9hs)f?gF)&25+y;PNq_QX-K`isF~|lh`mPB-^-76V*}CJugJn|+ zH^x4-?VIMP)(eoSQ{MmKk^A)FqRD*!>&LdP_ixa2&&6OipBW+Ml24o@quApA(Yu2s z48=~tefE4!>{?Y6WYk; ze=Nr6cZVcV(4kMLF8kddFb|3Vhnd3sAtOg$=gZ7#nl5*DDd6o-L$1Z168TDRpIHp z@Taj#419(;!6B&gm4rwly;PA^WMi&LQs4Mp&37%}zCRiSLxL!r7fnosg#P8+ zpBMk_0P-Og`q#bxcKNSMkZ20Q{V)0D%<+HI=+8^RA-o-b{`tEDUDH#Yqzy^=8^xXAy(=wuWwf_&3?8qqoV|ERU#{^e80 z^8`@%MGNx5Ao_P5BkE%%0JPTn>3Qa#w4=|D161|*O9`1oApKjp5~cL)$1M9lX~$G5%Lk}N58&o&Q`b9djA?%bi1 z%DebtV1LQY$|lv|DVzqKasr8?DK0L}qmwQeU_PNsHv)$vf(L^BHi~^Ge&}G>}Ay03cvF zGSd`6NX8D?)IJWJYhi!jvim(tN8QQ(;X%NBm;GVN#&R7##s0x1!M~>+Sx%$%lS8~I zjfu}t6N$xQH^yA2u7mfdA7(2|{_Lx$tc-75jcziy-FGN@@Qw1wuH(Fz+%aJOMa!X4 z!^w;Y;<_Qt<zD9U1w+Epo7JSiIairBJ(?VFqpx~luSkFmR}QsY@n&h8L?|C2DAoQz?!6;;_qw{M3JuybeOBo zH&rf|v(Mfqb4N51J?K?jAVNHC>rgLiQJ=OoYj6NSzl}BNjE0xqf}oYHjAnwd+K)=EP(8gyum)i z78qVT8h$jfw501f@NQyKH{~rtxUqrx8PQ6%MEWD{Ck8mPYB8wy7OiNz*Hj}$)J&FG?e>@!(w?{LX|lE$Wt^gWff3XlD#D{ZzC8H8U?Q76jT?D zzjekJ&12BKdF%Ko9q`eP^nkf4$NjCP*ny|KQhBJujV4YDeDY$VL$~?|16o~IPDyHT zw5t;f(HxL=$mqq@(#st8Rao1VoNShCAF{7>xksW~`YX;7MV}uD8IrAzs!n4si?vRi zRZ}D`k`6~?AV*j#l52H98dqhjrR3ef6gs8WhAFHdkie&1Ql>P?x_vyEYj)GK zBZ&Dc7`Thd^xQoYAQSf4j_iWd?QZuRa~_Lyg;He~zi|?^vNUSl(Vv)VI}$WGyoL6o z%F79_P9Q(Ah8^l3reNR?wnpVZs$k!RdFEJasjL<7gxB`o!3BN4UTikX&sDCZ*u7=3 zF7L#NvoYFgS4^`*L(zd(2h=?Gd^ZD#qDxXn4po|4*?VB$_q}9YgWOt?0B1>+CxKjU z{u*DK!IBf&9nG=H|H&`t8ZX>9h7wC$|B#=lm%ih1vJ*63K~>^R(2r?Jbxt-9tlLP& zaHkNGhZzC7YKfx zpp>2_E(5=I!dh2|+GBClxkjE5OgdU$wE5)i*D6HE> zVJr}3y7I2?tV^KTIf%m=1+9eSnM%XR$jvlUNhRmiFv0w`oiJVN`Grn@tFCvvA9pww zZaPAVhApFk^y9f#@9$ocG$Hb|Ub)VoG0jPp+Oqw0tQl2Vx5Muyi3nH}`rb+d%4=~$5j_LnRkMXHQTu|)0BkbE=I*Hc{*BRH~r!>#N7 z<%J8a2&EuQuh=Jk9L_q8-GZmGoD&?JP0&5WgpHRM`(Vf;a+nJK)i7j$n?F+Wa zRW40siu<*5$>=2m?V%MLv7lVjOH~rndA*u3Z<+XHjFB~=9V&3{>ug}F(QU-Cs(;27 zwX9Qzgpxxf+PfxsOi`yY4RqJFAkE-;d+_(b#?A2M(MCEpPLg`k{5G@oa`Ay568H|< zyp`bI+;-&Yox+ZY7eTc}%Az>C+P4W-l-}JvZB3kyc$v>!_b^)I*w13BWscs z?cCm!ZR1_mijxbo!_&`GLAbgJ>max3?U~BS3FsvrJgK-1Hws2tDdRhL%($3?i%uezk#@ zO1tlP*e7#*GL}_$D}H#8*S50%Oa4*Td`dS{2qj;7Em+#K;%^sQ_lR)Mw%WDUg(_41 zZsE|44MFL1)p_cao$o}9Cj|)6Md9A}vkOLFh(McFLEXQ%hRL#G>r%UZ53*U^(zlxQAT13p$jKz@EpLIX_It~Y`WxXKgv=vLUvRYo z?up(RbVsNHCz=-_)VIOJ7T>N5UYE_a+3=1Qw+K2j3VZ_|zy2d#VI(s@1*Tne*i;BT!yTt>d1m z=Ck|U)mtuDraW2kt3O+reOH5gdU4)9;!3``2ONR*KS{1pA=AfIkdjjzhUwiPOKj=} zQ@IkOnZW4no2qtrj>XcB`ZaXzRlhCMI_sn|318R;6 z-4C-gZ*N#bcg`g2N$l2?&vJR+=Eqg7spmXk&D5fak=^89?(JbNn^nktQT8@|i4;PB ziS<{b#>3I;ihgZTtFnzYzTNRZyt~ZTg@AFC$W}XcmIWvyHOoGM@QKx6CB)Qc!iZh~ z19x!=1}UKgG@C<$p_&%!)XH!ObC5J~Lm< zqsdPzNyc6t%7uz~*4aV;wUh=DHwzg9*_MFSWsP za@Oht1~w{;n;o#ve#N<(I1&!m`!&_0fk*S56;x zuQ6zbbfp7KO@7XceebL?>n)Eie4#Cj+j~7UYsWG508zQgwb9u`V0Uu`Eih@-Wz8gwL@W2&WGWj`}98;+$j0k`|G}Tv3|~` z&h1sq3WJm62!{naV4GJP?6_QG)q)^-G}UAct3`pleFr?{6JBW(%h067&E-1KWIJNR z^J#&*HED6uMNYDtH^$--v0vfnUYV})argMW7`#_~&C+bUx31{a!49n2RfPyI!+N&oE?VG-K;|0jNlL3J@M~pa$6mO%EW)?z3QuEOe zj+Rp@23DJ$UK;3DjJ7K`7Kn|VKw4A3ly&Q0FF{yu!ksvvO*8I8yIZ7f;~tCX?AHwZ z0qkK?lXMsR_!66US5W+HH#VS;$UDRVL)IWG(K)#C?tGWnbl!FMJ;2$7kpI>RG5723 z+*Z1E*3Hd~cG^SaV;uU?_E5oNj7hj`Dac(_|1)j16yTeyp!Vx6pyhfkz-Tk}i z))f>TvP+mq3$R}Yf^Zje#mqtg<$WQPaZUaP;q^r#zx_5RWvkKdMb5-OGKyp~gt>~) z=OmjU5=6RL(}9)Zk3U2ZBc1&}4>lQqjW?>w*!b@n{dvFkhuFtNYx?uVe>(X87$Q+h z{~tpH6z{(mLu5p_e6frm`C|V`5C72B|5EU~`H1{w{kg1qqY=aj;HRywuU2~1;nDv9 DaZ3N^ From e1e0ee7234144b21b89069b85d0f8d5bb96aac8a Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 19:25:22 -0700 Subject: [PATCH 36/75] changed notebook hyperlink --- website/docs/ecosystem/agentops.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 09ff6a8c854..384b6c2362c 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -69,7 +69,7 @@ After initializing AgentOps, Autogen will now start automatically tracking your - **Prompt Injection Detection**: Identify potential code injection and secret leaks ## Autogen + AgentOps examples -* [AgentChat with AgentOps Notebook](/notebook/agentchat_agentops.ipynb) +* [AgentChat with AgentOps Notebook](docs/notebooks/agentchat_agentops) * [More AgentOps Examples](https://docs.agentops.ai/v1/quickstart) ## Extra links From 60863d137ed03cbc9900a7e95f5746215cffc7e5 Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 19:43:53 -0700 Subject: [PATCH 37/75] update docusaurus link path --- website/docs/ecosystem/agentops.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 384b6c2362c..ef98ee40396 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -69,7 +69,7 @@ After initializing AgentOps, Autogen will now start automatically tracking your - **Prompt Injection Detection**: Identify potential code injection and secret leaks ## Autogen + AgentOps examples -* [AgentChat with AgentOps Notebook](docs/notebooks/agentchat_agentops) +* [AgentChat with AgentOps Notebook](/docs/notebooks/agentchat_agentops) * [More AgentOps Examples](https://docs.agentops.ai/v1/quickstart) ## Extra links From a16b816a06902f32b4c83c45e6381edcbea0e05b Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 21:55:21 -0700 Subject: [PATCH 38/75] reverted setup.py --- setup.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/setup.py b/setup.py index 92d3cda65fd..0c9eb1bd806 100644 --- a/setup.py +++ b/setup.py @@ -22,6 +22,8 @@ "numpy>=1.17.0,<2", "python-dotenv", "agentops", + "pydantic>=1.10,<3,!=2.6.0", # could be both V1 and V2 + "docker", ] jupyter_executor = [ From 76053b286a6843a7eb579980d79d213858c29359 Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 21:56:51 -0700 Subject: [PATCH 39/75] change setup again --- setup.py | 1 - 1 file changed, 1 deletion(-) diff --git a/setup.py b/setup.py index 0c9eb1bd806..79fda53784c 100644 --- a/setup.py +++ b/setup.py @@ -21,7 +21,6 @@ # numpy is installed by flaml, but we want to pin the version to below 2.x (see https://github.com/microsoft/autogen/issues/1960) "numpy>=1.17.0,<2", "python-dotenv", - "agentops", "pydantic>=1.10,<3,!=2.6.0", # could be both V1 and V2 "docker", ] From 4d14b9ad2f0fba38bc768ca53922364a29248fe9 Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 22:35:03 -0700 Subject: [PATCH 40/75] undo changes --- autogen/agentchat/conversable_agent.py | 84 ++++++++++++-------------- 1 file changed, 40 insertions(+), 44 deletions(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 7518012bf67..0bdcf263075 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -7,6 +7,7 @@ import re import warnings from collections import defaultdict +from functools import partial from typing import Any, Callable, Dict, List, Literal, Optional, Tuple, Type, TypeVar, Union from openai import BadRequestError @@ -35,7 +36,6 @@ from .agent import Agent, LLMAgent from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary -from autogen.runtime_logging import log_function_use agentops = None try: @@ -154,7 +154,7 @@ def __init__( self._name = name if agentops: self.agent_ops_agent_name = name - agentops.add_tags("autogen") + agentops.add_tags('autogen') # a dictionary of conversations, default value is list if chat_messages is None: self._oai_messages = defaultdict(list) @@ -171,13 +171,7 @@ def __init__( ) # Take a copy to avoid modifying the given dict if isinstance(llm_config, dict): - try: - llm_config = copy.deepcopy(llm_config) - except TypeError as e: - raise TypeError( - "Please implement __deepcopy__ method for each value class in llm_config to support deepcopy." - " Refer to the docs for more details: https://microsoft.github.io/autogen/docs/topics/llm_configuration#adding-http-client-in-llm_config-for-proxy" - ) from e + llm_config = copy.deepcopy(llm_config) self._validate_llm_config(llm_config) @@ -470,16 +464,10 @@ def reply_func_from_nested_chats( reply_func_from_nested_chats = self._summary_from_nested_chats if not callable(reply_func_from_nested_chats): raise ValueError("reply_func_from_nested_chats must be a callable") - - def wrapped_reply_func(recipient, messages=None, sender=None, config=None): - return reply_func_from_nested_chats(chat_queue, recipient, messages, sender, config) - - functools.update_wrapper( - wrapped_reply_func, reply_func_from_nested_chats) - + reply_func = partial(reply_func_from_nested_chats, chat_queue) self.register_reply( trigger, - wrapped_reply_func, + reply_func, position, kwargs.get("config"), kwargs.get("reset_config"), @@ -1034,7 +1022,6 @@ def my_summary_method( One example key is "summary_prompt", and value is a string of text used to prompt a LLM-based agent (the sender or receiver agent) to reflect on the conversation and extract a summary when summary_method is "reflection_with_llm". The default summary_prompt is DEFAULT_SUMMARY_PROMPT, i.e., "Summarize takeaway from the conversation. Do not add any introductory phrases. If the intended request is NOT properly addressed, please point it out." - Another available key is "summary_role", which is the role of the message sent to the agent in charge of summarizing. Default is "system". message (str, dict or Callable): the initial message to be sent to the recipient. Needs to be provided. Otherwise, input() will be called to get the initial message. - If a string or a dict is provided, it will be used as the initial message. `generate_init_message` is called to generate the initial message for the agent based on this string and the context. If dict, it may contain the following reserved fields (either content or tool_calls need to be provided). @@ -1277,14 +1264,9 @@ def _reflection_with_llm_as_summary(sender, recipient, summary_args): raise ValueError("The summary_prompt must be a string.") msg_list = recipient.chat_messages_for_summary(sender) agent = sender if recipient is None else recipient - role = summary_args.get("summary_role", None) - if role and not isinstance(role, str): - raise ValueError( - "The summary_role in summary_arg must be a string.") try: summary = sender._reflection_with_llm( - prompt, msg_list, llm_agent=agent, cache=summary_args.get("cache"), role=role - ) + prompt, msg_list, llm_agent=agent, cache=summary_args.get("cache")) except BadRequestError as e: warnings.warn( f"Cannot extract summary using reflection_with_llm: {e}. Using an empty str as summary.", UserWarning @@ -1293,12 +1275,7 @@ def _reflection_with_llm_as_summary(sender, recipient, summary_args): return summary def _reflection_with_llm( - self, - prompt, - messages, - llm_agent: Optional[Agent] = None, - cache: Optional[AbstractCache] = None, - role: Union[str, None] = None, + self, prompt, messages, llm_agent: Optional[Agent] = None, cache: Optional[AbstractCache] = None ) -> str: """Get a chat summary using reflection with an llm client based on the conversation history. @@ -1307,14 +1284,10 @@ def _reflection_with_llm( messages (list): The messages generated as part of a chat conversation. llm_agent: the agent with an llm client. cache (AbstractCache or None): the cache client to be used for this conversation. - role (str): the role of the message, usually "system" or "user". Default is "system". """ - if not role: - role = "system" - system_msg = [ { - "role": role, + "role": "system", "content": prompt, } ] @@ -1472,7 +1445,6 @@ def _generate_oai_reply_from_client(self, llm_client, messages, cache) -> Union[ context=messages[-1].pop("context", None), messages=all_messages, cache=cache, - source=self ) extracted_response = llm_client.extract_text_or_completion_object(response)[ 0] @@ -2557,7 +2529,7 @@ def register_function(self, function_map: Dict[str, Union[Callable, None]]): self._function_map = {k: v for k, v in self._function_map.items() if v is not None} - def update_function_signature(self, func_sig: Union[str, Dict], is_remove: bool = False): + def update_function_signature(self, func_sig: Union[str, Dict], is_remove: None): """update a function_signature in the LLM configuration for function_call. Args: @@ -2602,7 +2574,7 @@ def update_function_signature(self, func_sig: Union[str, Dict], is_remove: bool self.client = OpenAIWrapper(**self.llm_config) - def update_tool_signature(self, tool_sig: Union[str, Dict], is_remove: bool = False): + def update_tool_signature(self, tool_sig: Union[str, Dict], is_remove: None): """update a tool_signature in the LLM configuration for tool_call. Args: @@ -2670,16 +2642,40 @@ def _wrap_function(self, func: F, name: Optional[str] = None) -> F: @load_basemodels_if_needed @functools.wraps(func) def _wrapped_func(*args, **kwargs): - retval = func(*args, **kwargs) - log_function_use(self, func, kwargs, retval) - return serialize_to_str(retval) + if agentops: + tool_event = ToolEvent( + params={"args": args, "kwargs": kwargs}, name=name or func.__name__) + try: + retval = func(*args, **kwargs) + retval_str = serialize_to_str(retval) + tool_event.returns = retval_str + record(tool_event) + return retval_str + except Exception as e: + record(ErrorEvent(trigger_event=tool_event, exception=e)) + raise e + else: + retval = func(*args, **kwargs) + return serialize_to_str(retval) @load_basemodels_if_needed @functools.wraps(func) async def _a_wrapped_func(*args, **kwargs): - retval = await func(*args, **kwargs) - log_function_use(self, func, kwargs, retval) - return serialize_to_str(retval) + if agentops: + tool_event = ToolEvent( + params={"args": args, "kwargs": kwargs}, name=name or func.__name__) + try: + retval = await func(*args, **kwargs) + retval_str = serialize_to_str(retval) + tool_event.returns = retval_str + record(tool_event) + return retval_str + except Exception as e: + record(ErrorEvent(trigger_event=tool_event, exception=e)) + raise e + else: + retval = func(*args, **kwargs) + return serialize_to_str(retval) wrapped_func = _a_wrapped_func if inspect.iscoroutinefunction( func) else _wrapped_func From 75f0768777505eb4d415e179212245225d7361d4 Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 22:54:23 -0700 Subject: [PATCH 41/75] revert conversable agent --- autogen/agentchat/conversable_agent.py | 421 ++++++++----------------- 1 file changed, 136 insertions(+), 285 deletions(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 0bdcf263075..000236fa9aa 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -7,7 +7,6 @@ import re import warnings from collections import defaultdict -from functools import partial from typing import Any, Callable, Dict, List, Literal, Optional, Tuple, Type, TypeVar, Union from openai import BadRequestError @@ -36,19 +35,7 @@ from .agent import Agent, LLMAgent from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary - -agentops = None -try: - import agentops - from agentops import ActionEvent, ErrorEvent, ToolEvent, record, track_agent -except ImportError: - - def track_agent(): - def noop(f): - return f - - return noop - +from autogen.runtime_logging import log_function_use __all__ = ("ConversableAgent",) @@ -57,7 +44,6 @@ def noop(f): F = TypeVar("F", bound=Callable[..., Any]) -@track_agent() class ConversableAgent(LLMAgent): """(In preview) A class for generic conversable agents which can be configured as assistant or user proxy. @@ -73,8 +59,7 @@ class ConversableAgent(LLMAgent): """ DEFAULT_CONFIG = False # False or dict, the default config for llm inference - # maximum number of consecutive auto replies (subject to future change) - MAX_CONSECUTIVE_AUTO_REPLY = 100 + MAX_CONSECUTIVE_AUTO_REPLY = 100 # maximum number of consecutive auto replies (subject to future change) DEFAULT_SUMMARY_PROMPT = "Summarize the takeaway from the conversation. Do not add any introductory phrases." DEFAULT_SUMMARY_METHOD = "last_msg" @@ -83,12 +68,10 @@ class ConversableAgent(LLMAgent): def __init__( self, name: str, - system_message: Optional[Union[str, List] - ] = "You are a helpful AI Assistant.", + system_message: Optional[Union[str, List]] = "You are a helpful AI Assistant.", is_termination_msg: Optional[Callable[[Dict], bool]] = None, max_consecutive_auto_reply: Optional[int] = None, - human_input_mode: Literal["ALWAYS", - "NEVER", "TERMINATE"] = "TERMINATE", + human_input_mode: Literal["ALWAYS", "NEVER", "TERMINATE"] = "TERMINATE", function_map: Optional[Dict[str, Callable]] = None, code_execution_config: Union[Dict, Literal[False]] = False, llm_config: Optional[Union[Dict, Literal[False]]] = None, @@ -147,22 +130,17 @@ def __init__( # we change code_execution_config below and we have to make sure we don't change the input # in case of UserProxyAgent, without this we could even change the default value {} code_execution_config = ( - code_execution_config.copy() if hasattr( - code_execution_config, "copy") else code_execution_config + code_execution_config.copy() if hasattr(code_execution_config, "copy") else code_execution_config ) self._name = name - if agentops: - self.agent_ops_agent_name = name - agentops.add_tags('autogen') # a dictionary of conversations, default value is list if chat_messages is None: self._oai_messages = defaultdict(list) else: self._oai_messages = chat_messages - self._oai_system_message = [ - {"content": system_message, "role": "system"}] + self._oai_system_message = [{"content": system_message, "role": "system"}] self._description = description if description is not None else system_message self._is_termination_msg = ( is_termination_msg @@ -171,7 +149,13 @@ def __init__( ) # Take a copy to avoid modifying the given dict if isinstance(llm_config, dict): - llm_config = copy.deepcopy(llm_config) + try: + llm_config = copy.deepcopy(llm_config) + except TypeError as e: + raise TypeError( + "Please implement __deepcopy__ method for each value class in llm_config to support deepcopy." + " Refer to the docs for more details: https://microsoft.github.io/autogen/docs/topics/llm_configuration#adding-http-client-in-llm_config-for-proxy" + ) from e self._validate_llm_config(llm_config) @@ -186,8 +170,7 @@ def __init__( max_consecutive_auto_reply if max_consecutive_auto_reply is not None else self.MAX_CONSECUTIVE_AUTO_REPLY ) self._consecutive_auto_reply_counter = defaultdict(int) - self._max_consecutive_auto_reply_dict = defaultdict( - self.max_consecutive_auto_reply) + self._max_consecutive_auto_reply_dict = defaultdict(self.max_consecutive_auto_reply) self._function_map = ( {} if function_map is None @@ -198,8 +181,7 @@ def __init__( self._human_input = [] self.reply_at_receive = defaultdict(bool) self.register_reply([Agent, None], ConversableAgent.generate_oai_reply) - self.register_reply( - [Agent, None], ConversableAgent.a_generate_oai_reply, ignore_async_in_sync_chat=True) + self.register_reply([Agent, None], ConversableAgent.a_generate_oai_reply, ignore_async_in_sync_chat=True) # Setting up code execution. # Do not register code execution reply if code execution is disabled. @@ -213,8 +195,7 @@ def __init__( ) code_execution_config = {} if not isinstance(code_execution_config, dict): - raise ValueError( - "code_execution_config must be a dict or False.") + raise ValueError("code_execution_config must be a dict or False.") # We have got a valid code_execution_config. self._code_execution_config = code_execution_config @@ -236,34 +217,26 @@ def __init__( ) # Use the new code executor. - self._code_executor = CodeExecutorFactory.create( - self._code_execution_config) - self.register_reply( - [Agent, None], ConversableAgent._generate_code_execution_reply_using_executor) + self._code_executor = CodeExecutorFactory.create(self._code_execution_config) + self.register_reply([Agent, None], ConversableAgent._generate_code_execution_reply_using_executor) else: # Legacy code execution using code_utils. - use_docker = self._code_execution_config.get( - "use_docker", None) + use_docker = self._code_execution_config.get("use_docker", None) use_docker = decide_use_docker(use_docker) check_can_use_docker_or_throw(use_docker) self._code_execution_config["use_docker"] = use_docker - self.register_reply( - [Agent, None], ConversableAgent.generate_code_execution_reply) + self.register_reply([Agent, None], ConversableAgent.generate_code_execution_reply) else: # Code execution is disabled. self._code_execution_config = False - self.register_reply( - [Agent, None], ConversableAgent.generate_tool_calls_reply) - self.register_reply( - [Agent, None], ConversableAgent.a_generate_tool_calls_reply, ignore_async_in_sync_chat=True) - self.register_reply( - [Agent, None], ConversableAgent.generate_function_call_reply) + self.register_reply([Agent, None], ConversableAgent.generate_tool_calls_reply) + self.register_reply([Agent, None], ConversableAgent.a_generate_tool_calls_reply, ignore_async_in_sync_chat=True) + self.register_reply([Agent, None], ConversableAgent.generate_function_call_reply) self.register_reply( [Agent, None], ConversableAgent.a_generate_function_call_reply, ignore_async_in_sync_chat=True ) - self.register_reply( - [Agent, None], ConversableAgent.check_termination_and_human_reply) + self.register_reply([Agent, None], ConversableAgent.check_termination_and_human_reply) self.register_reply( [Agent, None], ConversableAgent.a_check_termination_and_human_reply, ignore_async_in_sync_chat=True ) @@ -288,8 +261,7 @@ def _validate_llm_config(self, llm_config): raise ValueError( "When using OpenAI or Azure OpenAI endpoints, specify a non-empty 'model' either in 'llm_config' or in each config of 'config_list'." ) - self.client = None if self.llm_config is False else OpenAIWrapper( - **self.llm_config) + self.client = None if self.llm_config is False else OpenAIWrapper(**self.llm_config) @property def name(self) -> str: @@ -370,8 +342,7 @@ def reply_func( remove_other_reply_funcs (bool): whether to remove other reply functions when registering this reply function. """ if not isinstance(trigger, (type, str, Agent, Callable, list)): - raise ValueError( - "trigger must be a class, a string, an agent, a callable or a list.") + raise ValueError("trigger must be a class, a string, an agent, a callable or a list.") if remove_other_reply_funcs: self._reply_func_list.clear() self._reply_func_list.insert( @@ -436,8 +407,7 @@ def register_nested_chats( self, chat_queue: List[Dict[str, Any]], trigger: Union[Type[Agent], str, Agent, Callable[[Agent], bool], List], - reply_func_from_nested_chats: Union[str, - Callable] = "summary_from_nested_chats", + reply_func_from_nested_chats: Union[str, Callable] = "summary_from_nested_chats", position: int = 2, **kwargs, ) -> None: @@ -464,10 +434,15 @@ def reply_func_from_nested_chats( reply_func_from_nested_chats = self._summary_from_nested_chats if not callable(reply_func_from_nested_chats): raise ValueError("reply_func_from_nested_chats must be a callable") - reply_func = partial(reply_func_from_nested_chats, chat_queue) + + def wrapped_reply_func(recipient, messages=None, sender=None, config=None): + return reply_func_from_nested_chats(chat_queue, recipient, messages, sender, config) + + functools.update_wrapper(wrapped_reply_func, reply_func_from_nested_chats) + self.register_reply( trigger, - reply_func, + wrapped_reply_func, position, kwargs.get("config"), kwargs.get("reset_config"), @@ -532,8 +507,7 @@ def last_message(self, agent: Optional[Agent] = None) -> Optional[Dict]: if n_conversations == 1: for conversation in self._oai_messages.values(): return conversation[-1] - raise ValueError( - "More than one conversation is found. Please specify the sender to get the last message.") + raise ValueError("More than one conversation is found. Please specify the sender to get the last message.") if agent not in self._oai_messages.keys(): raise KeyError( f"The agent '{agent.name}' is not present in any conversation. No history available for this agent." @@ -577,11 +551,9 @@ def _assert_valid_name(name): For munging LLM responses use _normalize_name to ensure LLM specified names don't break the API. """ if not re.match(r"^[a-zA-Z0-9_-]+$", name): - raise ValueError( - f"Invalid name: {name}. Only letters, numbers, '_' and '-' are allowed.") + raise ValueError(f"Invalid name: {name}. Only letters, numbers, '_' and '-' are allowed.") if len(name) > 64: - raise ValueError( - f"Invalid name: {name}. Name must be less than 64 characters.") + raise ValueError(f"Invalid name: {name}. Name must be less than 64 characters.") return name def _append_oai_message(self, message: Union[Dict, str], role, conversation_id: Agent) -> bool: @@ -609,8 +581,7 @@ def _append_oai_message(self, message: Union[Dict, str], role, conversation_id: } if "content" not in oai_message: if "function_call" in oai_message or "tool_calls" in oai_message: - # if only function_call is provided, content will be set to None. - oai_message["content"] = None + oai_message["content"] = None # if only function_call is provided, content will be set to None. else: return False @@ -625,8 +596,7 @@ def _append_oai_message(self, message: Union[Dict, str], role, conversation_id: oai_message["role"] = role if oai_message.get("function_call", False) or oai_message.get("tool_calls", False): - # only messages with role 'assistant' can have a function call. - oai_message["role"] = "assistant" + oai_message["role"] = "assistant" # only messages with role 'assistant' can have a function call. self._oai_messages[conversation_id].append(oai_message) return True @@ -636,8 +606,7 @@ def _process_message_before_send( """Process the message before sending it to the recipient.""" hook_list = self.hook_lists["process_message_before_send"] for hook in hook_list: - message = hook(sender=self, message=message, - recipient=recipient, silent=silent) + message = hook(sender=self, message=message, recipient=recipient, silent=silent) return message def send( @@ -679,30 +648,16 @@ def send( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ - action_event = ( - ActionEvent( - action_type="send_to_agent", - params={"sender": self.agent_ops_agent_name, - "recipient": recipient.name, "message": message}, - ) - if agentops - else None - ) message = self._process_message_before_send(message, recipient, silent) # When the agent composes and sends the message, the role of the message is "assistant" # unless it's "function". valid = self._append_oai_message(message, "assistant", recipient) if valid: - if agentops: - record(action_event) recipient.receive(message, self, request_reply, silent) else: - e = ValueError( + raise ValueError( "Message can't be converted into a valid ChatCompletion message. Either content or function_call must be provided." ) - if agentops: - record(ErrorEvent(trigger_event=action_event, exception=e)) - raise e async def a_send( self, @@ -743,36 +698,21 @@ async def a_send( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ - action_event = ( - ActionEvent( - action_type="async_send_to_agent", - params={"sender": self.agent_ops_agent_name, - "recipient": recipient.name, "message": message}, - ) - if agentops - else None - ) message = self._process_message_before_send(message, recipient, silent) # When the agent composes and sends the message, the role of the message is "assistant" # unless it's "function". valid = self._append_oai_message(message, "assistant", recipient) if valid: - if agentops: - record(action_event) await recipient.a_receive(message, self, request_reply, silent) else: - e = ValueError( + raise ValueError( "Message can't be converted into a valid ChatCompletion message. Either content or function_call must be provided." ) - if agentops: - record(ErrorEvent(trigger_event=action_event, exception=e)) - raise e def _print_received_message(self, message: Union[Dict, str], sender: Agent): iostream = IOStream.get_default() # print the message received - iostream.print(colored(sender.name, "yellow"), - "(to", f"{self.name}):\n", flush=True) + iostream.print(colored(sender.name, "yellow"), "(to", f"{self.name}):\n", flush=True) message = self._message_to_dict(message) if message.get("tool_responses"): # Handle tool multi-call responses @@ -798,8 +738,7 @@ def _print_received_message(self, message: Union[Dict, str], sender: Agent): content = OpenAIWrapper.instantiate( content, message["context"], - self.llm_config and self.llm_config.get( - "allow_format_str_template", False), + self.llm_config and self.llm_config.get("allow_format_str_template", False), ) iostream.print(content_str(content), flush=True) if "function_call" in message and message["function_call"]: @@ -814,8 +753,7 @@ def _print_received_message(self, message: Union[Dict, str], sender: Agent): flush=True, sep="", ) - iostream.print( - colored("*" * len(func_print), "green"), flush=True) + iostream.print(colored("*" * len(func_print), "green"), flush=True) if "tool_calls" in message and message["tool_calls"]: for tool_call in message["tool_calls"]: id = tool_call.get("id", "No tool call id found") @@ -828,8 +766,7 @@ def _print_received_message(self, message: Union[Dict, str], sender: Agent): flush=True, sep="", ) - iostream.print( - colored("*" * len(func_print), "green"), flush=True) + iostream.print(colored("*" * len(func_print), "green"), flush=True) iostream.print("\n", "-" * 80, flush=True, sep="") @@ -837,8 +774,7 @@ def _process_received_message(self, message: Union[Dict, str], sender: Agent, si # When the agent receives a message, the role of the message is "user". (If 'role' exists and is 'function', it will remain unchanged.) valid = self._append_oai_message(message, "user", sender) if logging_enabled(): - log_event(self, "received_message", message=message, - sender=sender.name, valid=valid) + log_event(self, "received_message", message=message, sender=sender.name, valid=valid) if not valid: raise ValueError( @@ -877,19 +813,10 @@ def receive( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ - if agentops: - record( - ActionEvent( - action_type="receive_from_agent", - params={"sender": sender.name, - "recipient": self.name, "message": message}, - ) - ) self._process_received_message(message, sender, silent) if request_reply is False or request_reply is None and self.reply_at_receive[sender] is False: return - reply = self.generate_reply( - messages=self.chat_messages[sender], sender=sender) + reply = self.generate_reply(messages=self.chat_messages[sender], sender=sender) if reply is not None: self.send(reply, sender, silent=silent) @@ -923,14 +850,6 @@ async def a_receive( Raises: ValueError: if the message can't be converted into a valid ChatCompletion message. """ - if agentops: - record( - ActionEvent( - action_type="async_receive_from_agent", - params={"sender": sender.name, - "recipient": self.name, "message": message}, - ) - ) self._process_received_message(message, sender, silent) if request_reply is False or request_reply is None and self.reply_at_receive[sender] is False: return @@ -951,8 +870,7 @@ def _prepare_chat( self.clear_history(recipient) self._human_input = [] if prepare_recipient: - recipient._prepare_chat( - self, clear_history, False, reply_at_receive) + recipient._prepare_chat(self, clear_history, False, reply_at_receive) def _raise_exception_on_async_reply_functions(self) -> None: """Raise an exception if any async reply functions are registered. @@ -964,8 +882,7 @@ def _raise_exception_on_async_reply_functions(self) -> None: f["reply_func"] for f in self._reply_func_list if not f.get("ignore_async_in_sync_chat", False) } - async_reply_functions = [ - f for f in reply_functions if inspect.iscoroutinefunction(f)] + async_reply_functions = [f for f in reply_functions if inspect.iscoroutinefunction(f)] if async_reply_functions: msg = ( "Async reply functions can only be used with ConversableAgent.a_initiate_chat(). The following async reply functions are found: " @@ -981,8 +898,7 @@ def initiate_chat( silent: Optional[bool] = False, cache: Optional[AbstractCache] = None, max_turns: Optional[int] = None, - summary_method: Optional[Union[str, Callable] - ] = DEFAULT_SUMMARY_METHOD, + summary_method: Optional[Union[str, Callable]] = DEFAULT_SUMMARY_METHOD, summary_args: Optional[dict] = {}, message: Optional[Union[Dict, str, Callable]] = None, **kwargs, @@ -1022,6 +938,7 @@ def my_summary_method( One example key is "summary_prompt", and value is a string of text used to prompt a LLM-based agent (the sender or receiver agent) to reflect on the conversation and extract a summary when summary_method is "reflection_with_llm". The default summary_prompt is DEFAULT_SUMMARY_PROMPT, i.e., "Summarize takeaway from the conversation. Do not add any introductory phrases. If the intended request is NOT properly addressed, please point it out." + Another available key is "summary_role", which is the role of the message sent to the agent in charge of summarizing. Default is "system". message (str, dict or Callable): the initial message to be sent to the recipient. Needs to be provided. Otherwise, input() will be called to get the initial message. - If a string or a dict is provided, it will be used as the initial message. `generate_init_message` is called to generate the initial message for the agent based on this string and the context. If dict, it may contain the following reserved fields (either content or tool_calls need to be provided). @@ -1081,28 +998,22 @@ def my_message(sender: ConversableAgent, recipient: ConversableAgent, context: d agent.previous_cache = agent.client_cache agent.client_cache = cache if isinstance(max_turns, int): - self._prepare_chat(recipient, clear_history, - reply_at_receive=False) + self._prepare_chat(recipient, clear_history, reply_at_receive=False) for _ in range(max_turns): if _ == 0: if isinstance(message, Callable): - msg2send = message( - _chat_info["sender"], _chat_info["recipient"], kwargs) + msg2send = message(_chat_info["sender"], _chat_info["recipient"], kwargs) else: - msg2send = self.generate_init_message( - message, **kwargs) + msg2send = self.generate_init_message(message, **kwargs) else: - msg2send = self.generate_reply( - messages=self.chat_messages[recipient], sender=recipient) + msg2send = self.generate_reply(messages=self.chat_messages[recipient], sender=recipient) if msg2send is None: break - self.send(msg2send, recipient, - request_reply=True, silent=silent) + self.send(msg2send, recipient, request_reply=True, silent=silent) else: self._prepare_chat(recipient, clear_history) if isinstance(message, Callable): - msg2send = message( - _chat_info["sender"], _chat_info["recipient"], kwargs) + msg2send = message(_chat_info["sender"], _chat_info["recipient"], kwargs) else: msg2send = self.generate_init_message(message, **kwargs) self.send(msg2send, recipient, silent=silent) @@ -1130,8 +1041,7 @@ async def a_initiate_chat( silent: Optional[bool] = False, cache: Optional[AbstractCache] = None, max_turns: Optional[int] = None, - summary_method: Optional[Union[str, Callable] - ] = DEFAULT_SUMMARY_METHOD, + summary_method: Optional[Union[str, Callable]] = DEFAULT_SUMMARY_METHOD, summary_args: Optional[dict] = {}, message: Optional[Union[str, Callable]] = None, **kwargs, @@ -1154,13 +1064,11 @@ async def a_initiate_chat( agent.previous_cache = agent.client_cache agent.client_cache = cache if isinstance(max_turns, int): - self._prepare_chat(recipient, clear_history, - reply_at_receive=False) + self._prepare_chat(recipient, clear_history, reply_at_receive=False) for _ in range(max_turns): if _ == 0: if isinstance(message, Callable): - msg2send = message( - _chat_info["sender"], _chat_info["recipient"], kwargs) + msg2send = message(_chat_info["sender"], _chat_info["recipient"], kwargs) else: msg2send = await self.a_generate_init_message(message, **kwargs) else: @@ -1171,8 +1079,7 @@ async def a_initiate_chat( else: self._prepare_chat(recipient, clear_history) if isinstance(message, Callable): - msg2send = message( - _chat_info["sender"], _chat_info["recipient"], kwargs) + msg2send = message(_chat_info["sender"], _chat_info["recipient"], kwargs) else: msg2send = await self.a_generate_init_message(message, **kwargs) await self.a_send(msg2send, recipient, silent=silent) @@ -1252,8 +1159,7 @@ def _last_msg_as_summary(sender, recipient, summary_args) -> str: x["text"].replace("TERMINATE", "") for x in content if isinstance(x, dict) and "text" in x ) except (IndexError, AttributeError) as e: - warnings.warn( - f"Cannot extract summary using last_msg: {e}. Using an empty str as summary.", UserWarning) + warnings.warn(f"Cannot extract summary using last_msg: {e}. Using an empty str as summary.", UserWarning) return summary @staticmethod @@ -1264,9 +1170,13 @@ def _reflection_with_llm_as_summary(sender, recipient, summary_args): raise ValueError("The summary_prompt must be a string.") msg_list = recipient.chat_messages_for_summary(sender) agent = sender if recipient is None else recipient + role = summary_args.get("summary_role", None) + if role and not isinstance(role, str): + raise ValueError("The summary_role in summary_arg must be a string.") try: summary = sender._reflection_with_llm( - prompt, msg_list, llm_agent=agent, cache=summary_args.get("cache")) + prompt, msg_list, llm_agent=agent, cache=summary_args.get("cache"), role=role + ) except BadRequestError as e: warnings.warn( f"Cannot extract summary using reflection_with_llm: {e}. Using an empty str as summary.", UserWarning @@ -1275,7 +1185,12 @@ def _reflection_with_llm_as_summary(sender, recipient, summary_args): return summary def _reflection_with_llm( - self, prompt, messages, llm_agent: Optional[Agent] = None, cache: Optional[AbstractCache] = None + self, + prompt, + messages, + llm_agent: Optional[Agent] = None, + cache: Optional[AbstractCache] = None, + role: Union[str, None] = None, ) -> str: """Get a chat summary using reflection with an llm client based on the conversation history. @@ -1284,10 +1199,14 @@ def _reflection_with_llm( messages (list): The messages generated as part of a chat conversation. llm_agent: the agent with an llm client. cache (AbstractCache or None): the cache client to be used for this conversation. + role (str): the role of the message, usually "system" or "user". Default is "system". """ + if not role: + role = "system" + system_msg = [ { - "role": "system", + "role": role, "content": prompt, } ] @@ -1299,8 +1218,7 @@ def _reflection_with_llm( llm_client = self.client else: raise ValueError("No OpenAIWrapper client is found.") - response = self._generate_oai_reply_from_client( - llm_client=llm_client, messages=messages, cache=cache) + response = self._generate_oai_reply_from_client(llm_client=llm_client, messages=messages, cache=cache) return response def _check_chat_queue_for_sender(self, chat_queue: List[Dict[str, Any]]) -> List[Dict[str, Any]]: @@ -1356,8 +1274,7 @@ def reset(self): if reply_func_tuple["reset_config"] is not None: reply_func_tuple["reset_config"](reply_func_tuple["config"]) else: - reply_func_tuple["config"] = copy.copy( - reply_func_tuple["init_config"]) + reply_func_tuple["config"] = copy.copy(reply_func_tuple["init_config"]) def stop_reply_at_receive(self, sender: Optional[Agent] = None): """Reset the reply_at_receive of the sender.""" @@ -1435,8 +1352,7 @@ def _generate_oai_reply_from_client(self, llm_client, messages, cache) -> Union[ all_messages += tool_responses # tool role on the parent message means the content is just concatenation of all of the tool_responses if message.get("role") != "tool": - all_messages.append( - {key: message[key] for key in message if key != "tool_responses"}) + all_messages.append({key: message[key] for key in message if key != "tool_responses"}) else: all_messages.append(message) @@ -1445,13 +1361,12 @@ def _generate_oai_reply_from_client(self, llm_client, messages, cache) -> Union[ context=messages[-1].pop("context", None), messages=all_messages, cache=cache, + source=self ) - extracted_response = llm_client.extract_text_or_completion_object(response)[ - 0] + extracted_response = llm_client.extract_text_or_completion_object(response)[0] if extracted_response is None: - warnings.warn( - f"Extracted_response from {response} is None.", UserWarning) + warnings.warn(f"Extracted_response from {response} is None.", UserWarning) return None # ensure function and tool calls will be accepted when sent back to the LLM if not isinstance(extracted_response, str) and hasattr(extracted_response, "model_dump"): @@ -1462,8 +1377,7 @@ def _generate_oai_reply_from_client(self, llm_client, messages, cache) -> Union[ extracted_response["function_call"]["name"] ) for tool_call in extracted_response.get("tool_calls") or []: - tool_call["function"]["name"] = self._normalize_name( - tool_call["function"]["name"]) + tool_call["function"]["name"] = self._normalize_name(tool_call["function"]["name"]) # Remove id and type if they are not present. # This is to make the tool call object compatible with Mistral API. if tool_call.get("id") is None: @@ -1504,18 +1418,15 @@ def _generate_code_execution_reply_using_executor( iostream = IOStream.get_default() if config is not None: - raise ValueError( - "config is not supported for _generate_code_execution_reply_using_executor.") + raise ValueError("config is not supported for _generate_code_execution_reply_using_executor.") if self._code_execution_config is False: return False, None if messages is None: messages = self._oai_messages[sender] - last_n_messages = self._code_execution_config.get( - "last_n_messages", "auto") + last_n_messages = self._code_execution_config.get("last_n_messages", "auto") if not (isinstance(last_n_messages, (int, float)) and last_n_messages >= 0) and last_n_messages != "auto": - raise ValueError( - "last_n_messages must be either a non-negative integer, or the string 'auto'.") + raise ValueError("last_n_messages must be either a non-negative integer, or the string 'auto'.") num_messages_to_scan = last_n_messages if last_n_messages == "auto": @@ -1537,8 +1448,7 @@ def _generate_code_execution_reply_using_executor( for message in reversed(messages_to_scan): if not message["content"]: continue - code_blocks = self._code_executor.code_extractor.extract_code_blocks( - message["content"]) + code_blocks = self._code_executor.code_extractor.extract_code_blocks(message["content"]) if len(code_blocks) == 0: continue @@ -1582,8 +1492,7 @@ def generate_code_execution_reply( last_n_messages = code_execution_config.pop("last_n_messages", "auto") if not (isinstance(last_n_messages, (int, float)) and last_n_messages >= 0) and last_n_messages != "auto": - raise ValueError( - "last_n_messages must be either a non-negative integer, or the string 'auto'.") + raise ValueError("last_n_messages must be either a non-negative integer, or the string 'auto'.") messages_to_scan = last_n_messages if last_n_messages == "auto": @@ -1650,13 +1559,11 @@ def generate_function_call_reply( loop = asyncio.new_event_loop() close_loop = True - _, func_return = loop.run_until_complete( - self.a_execute_function(func_call)) + _, func_return = loop.run_until_complete(self.a_execute_function(func_call)) if close_loop: loop.close() else: - _, func_return = self.execute_function( - message["function_call"]) + _, func_return = self.execute_function(message["function_call"]) return True, func_return return False, None @@ -1707,8 +1614,7 @@ def generate_tool_calls_reply( tool_returns = [] for tool_call in message.get("tool_calls", []): function_call = tool_call.get("function", {}) - func = self._function_map.get( - function_call.get("name", None), None) + func = self._function_map.get(function_call.get("name", None), None) if inspect.iscoroutinefunction(func): try: # get the running loop if it was already created @@ -1719,8 +1625,7 @@ def generate_tool_calls_reply( loop = asyncio.new_event_loop() close_loop = True - _, func_return = loop.run_until_complete( - self.a_execute_function(function_call)) + _, func_return = loop.run_until_complete(self.a_execute_function(function_call)) if close_loop: loop.close() else: @@ -1825,8 +1730,7 @@ def check_termination_and_human_reply( ) no_human_input_msg = "NO HUMAN INPUT RECEIVED." if not reply else "" # if the human input is empty, and the message is a termination message, then we will terminate the conversation - reply = reply if reply or not self._is_termination_msg( - message) else "exit" + reply = reply if reply or not self._is_termination_msg(message) else "exit" else: if self._consecutive_auto_reply_counter[sender] >= self._max_consecutive_auto_reply_dict[sender]: if self.human_input_mode == "NEVER": @@ -1856,8 +1760,7 @@ def check_termination_and_human_reply( # print the no_human_input_msg if no_human_input_msg: - iostream.print( - colored(f"\n>>>>>>>> {no_human_input_msg}", "red"), flush=True) + iostream.print(colored(f"\n>>>>>>>> {no_human_input_msg}", "red"), flush=True) # stop the conversation if reply == "exit": @@ -1883,8 +1786,7 @@ def check_termination_and_human_reply( if message.get("tool_calls", False): tool_returns.extend( [ - {"role": "tool", "tool_call_id": tool_call.get( - "id", ""), "content": "USER INTERRUPTED"} + {"role": "tool", "tool_call_id": tool_call.get("id", ""), "content": "USER INTERRUPTED"} for tool_call in message["tool_calls"] ] ) @@ -1898,8 +1800,7 @@ def check_termination_and_human_reply( # increment the consecutive_auto_reply_counter self._consecutive_auto_reply_counter[sender] += 1 if self.human_input_mode != "NEVER": - iostream.print( - colored("\n>>>>>>>> USING AUTO REPLY...", "red"), flush=True) + iostream.print(colored("\n>>>>>>>> USING AUTO REPLY...", "red"), flush=True) return False, None @@ -1942,8 +1843,7 @@ async def a_check_termination_and_human_reply( ) no_human_input_msg = "NO HUMAN INPUT RECEIVED." if not reply else "" # if the human input is empty, and the message is a termination message, then we will terminate the conversation - reply = reply if reply or not self._is_termination_msg( - message) else "exit" + reply = reply if reply or not self._is_termination_msg(message) else "exit" else: if self._consecutive_auto_reply_counter[sender] >= self._max_consecutive_auto_reply_dict[sender]: if self.human_input_mode == "NEVER": @@ -1973,8 +1873,7 @@ async def a_check_termination_and_human_reply( # print the no_human_input_msg if no_human_input_msg: - iostream.print( - colored(f"\n>>>>>>>> {no_human_input_msg}", "red"), flush=True) + iostream.print(colored(f"\n>>>>>>>> {no_human_input_msg}", "red"), flush=True) # stop the conversation if reply == "exit": @@ -2000,8 +1899,7 @@ async def a_check_termination_and_human_reply( if message.get("tool_calls", False): tool_returns.extend( [ - {"role": "tool", "tool_call_id": tool_call.get( - "id", ""), "content": "USER INTERRUPTED"} + {"role": "tool", "tool_call_id": tool_call.get("id", ""), "content": "USER INTERRUPTED"} for tool_call in message["tool_calls"] ] ) @@ -2015,8 +1913,7 @@ async def a_check_termination_and_human_reply( # increment the consecutive_auto_reply_counter self._consecutive_auto_reply_counter[sender] += 1 if self.human_input_mode != "NEVER": - iostream.print( - colored("\n>>>>>>>> USING AUTO REPLY...", "red"), flush=True) + iostream.print(colored("\n>>>>>>>> USING AUTO REPLY...", "red"), flush=True) return False, None @@ -2076,8 +1973,7 @@ def generate_reply( if inspect.iscoroutinefunction(reply_func): continue if self._match_trigger(reply_func_tuple["trigger"], sender): - final, reply = reply_func( - self, messages=messages, sender=sender, config=reply_func_tuple["config"]) + final, reply = reply_func(self, messages=messages, sender=sender, config=reply_func_tuple["config"]) if logging_enabled(): log_event( self, @@ -2151,8 +2047,7 @@ async def a_generate_reply( self, messages=messages, sender=sender, config=reply_func_tuple["config"] ) else: - final, reply = reply_func( - self, messages=messages, sender=sender, config=reply_func_tuple["config"]) + final, reply = reply_func(self, messages=messages, sender=sender, config=reply_func_tuple["config"]) if final: return reply return self._default_auto_reply @@ -2184,8 +2079,7 @@ def _match_trigger(self, trigger: Union[None, str, type, Agent, Callable, List], return trigger == sender elif isinstance(trigger, Callable): rst = trigger(sender) - assert isinstance( - rst, bool), f"trigger {trigger} must return a boolean value." + assert isinstance(rst, bool), f"trigger {trigger} must return a boolean value." return rst elif isinstance(trigger, list): return any(self._match_trigger(t, sender) for t in trigger) @@ -2257,11 +2151,10 @@ def execute_code_blocks(self, code_blocks): flush=True, ) if lang in ["bash", "shell", "sh"]: - exitcode, logs, image = self.run_code( - code, lang=lang, **self._code_execution_config) + exitcode, logs, image = self.run_code(code, lang=lang, **self._code_execution_config) elif lang in PYTHON_VARIANTS: if code.startswith("# filename: "): - filename = code[11: code.find("\n")].strip() + filename = code[11 : code.find("\n")].strip() else: filename = None exitcode, logs, image = self.run_code( @@ -2339,8 +2232,7 @@ def execute_function(self, func_call, verbose: bool = False) -> Tuple[bool, Dict is_exec_success = False if func is not None: # Extract arguments from a json-like string and put it into a dict. - input_string = self._format_json_str( - func_call.get("arguments", "{}")) + input_string = self._format_json_str(func_call.get("arguments", "{}")) try: arguments = json.loads(input_string) except json.JSONDecodeError as e: @@ -2350,8 +2242,7 @@ def execute_function(self, func_call, verbose: bool = False) -> Tuple[bool, Dict # Try to execute the function if arguments is not None: iostream.print( - colored( - f"\n>>>>>>>> EXECUTING FUNCTION {func_name}...", "magenta"), + colored(f"\n>>>>>>>> EXECUTING FUNCTION {func_name}...", "magenta"), flush=True, ) try: @@ -2364,8 +2255,7 @@ def execute_function(self, func_call, verbose: bool = False) -> Tuple[bool, Dict if verbose: iostream.print( - colored( - f"\nInput arguments: {arguments}\nOutput:\n{content}", "magenta"), + colored(f"\nInput arguments: {arguments}\nOutput:\n{content}", "magenta"), flush=True, ) @@ -2399,8 +2289,7 @@ async def a_execute_function(self, func_call): is_exec_success = False if func is not None: # Extract arguments from a json-like string and put it into a dict. - input_string = self._format_json_str( - func_call.get("arguments", "{}")) + input_string = self._format_json_str(func_call.get("arguments", "{}")) try: arguments = json.loads(input_string) except json.JSONDecodeError as e: @@ -2410,8 +2299,7 @@ async def a_execute_function(self, func_call): # Try to execute the function if arguments is not None: iostream.print( - colored( - f"\n>>>>>>>> EXECUTING ASYNC FUNCTION {func_name}...", "magenta"), + colored(f"\n>>>>>>>> EXECUTING ASYNC FUNCTION {func_name}...", "magenta"), flush=True, ) try: @@ -2461,16 +2349,13 @@ def _handle_carryover(self, message: Union[str, Dict], kwargs: dict) -> Union[st if isinstance(message.get("content"), str): # Makes sure the original message is not mutated message = message.copy() - message["content"] = self._process_carryover( - message["content"], kwargs) + message["content"] = self._process_carryover(message["content"], kwargs) elif isinstance(message.get("content"), list): # Makes sure the original message is not mutated message = message.copy() - message["content"] = self._process_multimodal_carryover( - message["content"], kwargs) + message["content"] = self._process_multimodal_carryover(message["content"], kwargs) else: - raise InvalidCarryOverType( - "Carryover should be a string or a list of strings.") + raise InvalidCarryOverType("Carryover should be a string or a list of strings.") return message @@ -2483,8 +2368,7 @@ def _process_carryover(self, content: str, kwargs: dict) -> str: if isinstance(kwargs["carryover"], str): content += "\nContext: \n" + kwargs["carryover"] elif isinstance(kwargs["carryover"], list): - content += "\nContext: \n" + \ - ("\n").join([t for t in kwargs["carryover"]]) + content += "\nContext: \n" + ("\n").join([t for t in kwargs["carryover"]]) else: raise InvalidCarryOverType( "Carryover should be a string or a list of strings. Not adding carryover to the message." @@ -2523,13 +2407,11 @@ def register_function(self, function_map: Dict[str, Union[Callable, None]]): for name, func in function_map.items(): self._assert_valid_name(name) if func is None and name not in self._function_map.keys(): - warnings.warn( - f"The function {name} to remove doesn't exist", name) + warnings.warn(f"The function {name} to remove doesn't exist", name) self._function_map.update(function_map) - self._function_map = {k: v for k, - v in self._function_map.items() if v is not None} + self._function_map = {k: v for k, v in self._function_map.items() if v is not None} - def update_function_signature(self, func_sig: Union[str, Dict], is_remove: None): + def update_function_signature(self, func_sig: Union[str, Dict], is_remove: bool = False): """update a function_signature in the LLM configuration for function_call. Args: @@ -2547,8 +2429,7 @@ def update_function_signature(self, func_sig: Union[str, Dict], is_remove: None) if is_remove: if "functions" not in self.llm_config.keys(): - error_msg = "The agent config doesn't have function {name}.".format( - name=func_sig) + error_msg = "The agent config doesn't have function {name}.".format(name=func_sig) logger.error(error_msg) raise AssertionError(error_msg) else: @@ -2574,7 +2455,7 @@ def update_function_signature(self, func_sig: Union[str, Dict], is_remove: None) self.client = OpenAIWrapper(**self.llm_config) - def update_tool_signature(self, tool_sig: Union[str, Dict], is_remove: None): + def update_tool_signature(self, tool_sig: Union[str, Dict], is_remove: bool = False): """update a tool_signature in the LLM configuration for tool_call. Args: @@ -2589,8 +2470,7 @@ def update_tool_signature(self, tool_sig: Union[str, Dict], is_remove: None): if is_remove: if "tools" not in self.llm_config.keys(): - error_msg = "The agent config doesn't have tool {name}.".format( - name=tool_sig) + error_msg = "The agent config doesn't have tool {name}.".format(name=tool_sig) logger.error(error_msg) raise AssertionError(error_msg) else: @@ -2627,7 +2507,7 @@ def function_map(self) -> Dict[str, Callable]: """Return the function map.""" return self._function_map - def _wrap_function(self, func: F, name: Optional[str] = None) -> F: + def _wrap_function(self, func: F) -> F: """Wrap the function to dump the return value to json. Handles both sync and async functions. @@ -2642,43 +2522,18 @@ def _wrap_function(self, func: F, name: Optional[str] = None) -> F: @load_basemodels_if_needed @functools.wraps(func) def _wrapped_func(*args, **kwargs): - if agentops: - tool_event = ToolEvent( - params={"args": args, "kwargs": kwargs}, name=name or func.__name__) - try: - retval = func(*args, **kwargs) - retval_str = serialize_to_str(retval) - tool_event.returns = retval_str - record(tool_event) - return retval_str - except Exception as e: - record(ErrorEvent(trigger_event=tool_event, exception=e)) - raise e - else: - retval = func(*args, **kwargs) - return serialize_to_str(retval) + retval = func(*args, **kwargs) + log_function_use(self, func, kwargs, retval) + return serialize_to_str(retval) @load_basemodels_if_needed @functools.wraps(func) async def _a_wrapped_func(*args, **kwargs): - if agentops: - tool_event = ToolEvent( - params={"args": args, "kwargs": kwargs}, name=name or func.__name__) - try: - retval = await func(*args, **kwargs) - retval_str = serialize_to_str(retval) - tool_event.returns = retval_str - record(tool_event) - return retval_str - except Exception as e: - record(ErrorEvent(trigger_event=tool_event, exception=e)) - raise e - else: - retval = func(*args, **kwargs) - return serialize_to_str(retval) + retval = await func(*args, **kwargs) + log_function_use(self, func, kwargs, retval) + return serialize_to_str(retval) - wrapped_func = _a_wrapped_func if inspect.iscoroutinefunction( - func) else _wrapped_func + wrapped_func = _a_wrapped_func if inspect.iscoroutinefunction(func) else _wrapped_func # needed for testing wrapped_func._origin = func @@ -2756,17 +2611,14 @@ def _decorator(func: F) -> F: func._description = description else: if not hasattr(func, "_description"): - raise ValueError( - "Function description is required, none found.") + raise ValueError("Function description is required, none found.") # get JSON schema for the function - f = get_function_schema( - func, name=func._name, description=func._description) + f = get_function_schema(func, name=func._name, description=func._description) # register the function to the agent if there is LLM config, raise an exception otherwise if self.llm_config is None: - raise RuntimeError( - "LLM config must be setup before registering a function for LLM.") + raise RuntimeError("LLM config must be setup before registering a function for LLM.") if api_style == "function": f = f["function"] @@ -2824,8 +2676,7 @@ def _decorator(func: F) -> F: elif not hasattr(func, "_name"): func._name = func.__name__ - self.register_function( - {func._name: self._wrap_function(func, func._name)}) + self.register_function({func._name: self._wrap_function(func)}) return func @@ -2960,4 +2811,4 @@ def register_function( """ f = caller.register_for_llm(name=name, description=description)(f) - executor.register_for_execution(name=name)(f) + executor.register_for_execution(name=name)(f) \ No newline at end of file From ecb00ff797cde548d40913083ec5f2a74f765685 Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 23:05:10 -0700 Subject: [PATCH 42/75] removed file not in branch --- samples/agentops_test.py | 71 ---------------------------------------- 1 file changed, 71 deletions(-) delete mode 100644 samples/agentops_test.py diff --git a/samples/agentops_test.py b/samples/agentops_test.py deleted file mode 100644 index 72883525e70..00000000000 --- a/samples/agentops_test.py +++ /dev/null @@ -1,71 +0,0 @@ -from typing import Annotated, Literal - -import agentops - -from autogen import ConversableAgent, UserProxyAgent, config_list_from_json, register_function - -Operator = Literal["+", "-", "*", "/"] -agentops.init(tags=["autogen-tool"]) - - -def calculator(a: int, b: int, operator: Annotated[Operator, "operator"]) -> int: - if operator == "+": - return a + b - elif operator == "-": - return a - b - elif operator == "*": - return a * b - elif operator == "/": - return int(a / b) - else: - raise ValueError("Invalid operator") - - -def main(): - # Load LLM inference endpoints from an env variable or a file - # See https://microsoft.github.io/autogen/docs/FAQ#set-your-api-endpoints - # and OAI_CONFIG_LIST_sample. - # For example, if you have created a OAI_CONFIG_LIST file in the current working directory, that file will be used. - config_list = config_list_from_json(env_or_file="OAI_CONFIG_LIST") - - # Create the agent that uses the LLM. - assistant = ConversableAgent( - name="Assistant", - system_message="You are a helpful AI assistant. " - "You can help with simple calculations. " - "Return 'TERMINATE' when the task is done.", - llm_config={"config_list": config_list}, - ) - - # The user proxy agent is used for interacting with the assistant agent - # and executes tool calls. - user_proxy = ConversableAgent( - name="User", - llm_config=False, - is_termination_msg=lambda msg: msg.get("content") is not None and "TERMINATE" in msg["content"], - human_input_mode="NEVER", - ) - - assistant.register_for_llm(name="calculator", description="A simple calculator")(calculator) - user_proxy.register_for_execution(name="calculator")(calculator) - - # Register the calculator function to the two agents. - register_function( - calculator, - caller=assistant, # The assistant agent can suggest calls to the calculator. - executor=user_proxy, # The user proxy agent can execute the calculator calls. - name="calculator", # By default, the function name is used as the tool name. - description="A simple calculator", # A description of the tool. - ) - - # Let the assistant start the conversation. It will end when the user types exit. - user_proxy.initiate_chat(assistant, message="What is (1423 - 123) / 3 + (32 + 23) * 5?") - - agentops.end_session("Success") - - -if __name__ == "__main__": - main() - - -# What is (44232 + 13312 / (232 - 32)) * 5? From e57b8e5ebf3da6440d06d367a44f89552cca596b Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 23:29:49 -0700 Subject: [PATCH 43/75] Updated notebook to look nicer --- notebook/agentchat_agentops.ipynb | 166 +++++++++++++++--------------- 1 file changed, 83 insertions(+), 83 deletions(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index f44a5e8050a..c8da7ca6dd8 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -3,22 +3,43 @@ { "cell_type": "markdown", "id": "a447802c88c8a240", - "metadata": { - "collapsed": false - }, + "metadata": {}, + "source": [ + "\"Description\n", + "\n", + "[AgentOps](https://agentops.ai/?=ag) provides session replays, metrics, and monitoring for AI agents.\n", + "\n", + "At a high level, AgentOps gives you the ability to monitor LLM calls, costs, latency, agent failures, multi-agent interactions, tool usage, session-wide statistics, and more. For more info, check out the [AgentOps Repo](https://github.com/AgentOps-AI/agentops).\n" + ] + }, + { + "cell_type": "markdown", + "id": "b354c068", + "metadata": {}, "source": [ - "# AgentOps\n", - "Using [AgentOps](https://agentops.ai/) allows you to quickly and easily add agent observability and monitoring to your Autogen services." + "### Screenshots\n", + "

\n", + " Agent Dashboard\n", + " \"Agent\n", + "
\n", + "\n", + "
\n", + " Session Statistics\n", + " \"Agent\n", + "
\n", + "\n", + "
\n", + " Session Replay\n", + " \"Agent\n", + "
\n" ] }, { "cell_type": "markdown", "id": "1731b1788d44533e", - "metadata": { - "collapsed": false - }, + "metadata": {}, "source": [ - "### Requirements\n", + "## Requirements\n", "Some extra dependencies are needed for this notebook, which can be installed via pip:\n", "\n", "```bash\n", @@ -29,11 +50,9 @@ { "cell_type": "markdown", "id": "38182a5296dceb34", - "metadata": { - "collapsed": false - }, + "metadata": {}, "source": [ - "### Adding AgentOps to an existing Autogen service.\n", + "## Adding AgentOps to an existing Autogen service.\n", "It's as simple as adding two lines of code!" ] }, @@ -41,21 +60,29 @@ "cell_type": "code", "execution_count": null, "id": "b6dc3b19889ad683", - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "%pip install pyautogen[agentops]" ] }, + { + "cell_type": "markdown", + "id": "6be9e11620b0e8d6", + "metadata": {}, + "source": [ + "### Set an API key\n", + "\n", + "By default, the AgentOps `init()` function will look for an environment variable named `AGENTOPS_API_KEY`. Alternatively, you can pass one in as an optional parameter.\n", + "\n", + "Create an account and API key at [AgentOps.ai](https://agentops.ai/)" + ] + }, { "cell_type": "code", "execution_count": null, "id": "f31a28d20a13b377", - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "import agentops\n", @@ -63,60 +90,35 @@ "agentops.init()" ] }, - { - "cell_type": "markdown", - "id": "6be9e11620b0e8d6", - "metadata": { - "collapsed": false - }, - "source": [ - "By default, the AgentOps `init()` function will look for an environment variable named `AGENTOPS_API_KEY`. Alternatively, you can pass one in as an optional parameter." - ] - }, { "cell_type": "code", "execution_count": null, "id": "d120f777958ff17f", - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ + "# Optional: Set a key manually\n", "agentops.init(api_key=\"xxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxxx\")" ] }, { "cell_type": "markdown", "id": "4dd8f461ccd9cbef", - "metadata": { - "collapsed": false - }, + "metadata": {}, "source": [ - "After initializing AgentOps, Autogen will now start automatically tracking\n", - "- LLM calls\n", + "Autogen will now start automatically tracking\n", + "- LLM prompts and completions\n", + "- Token usage and costs\n", "- Agent names and actions\n", - "- Tool usage\n", "- Correspondence between agents\n", - "- Errors\n", - "- Token usage and costs" - ] - }, - { - "cell_type": "markdown", - "id": "ef7cb74cb88fae9c", - "metadata": { - "collapsed": false - }, - "source": [ - "You can retrieve your API key and view the results of your agent runs at [https://agentops.ai](https://agentops.ai)" + "- Tool usage\n", + "- Errors" ] }, { "cell_type": "markdown", "id": "712315c520536eb8", - "metadata": { - "collapsed": false - }, + "metadata": {}, "source": [ "# Simple Chat Example" ] @@ -125,20 +127,17 @@ "cell_type": "code", "execution_count": null, "id": "66d68e66e9f4a677", - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "import agentops\n", - "\n", "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json\n", "\n", - "agentops.init(api_key=\"your-api-key-here\", tags=[\"simple-autogen-example\"])\n", - "\n", - "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")\n", + "# When initializing AgentOps, you can pass in optional tags to help filter sessions\n", + "agentops.init(tags=[\"simple-autogen-example\"])\n", "\n", "# Create the agent that uses the LLM.\n", + "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")\n", "assistant = ConversableAgent(\"agent\", llm_config={\"config_list\": config_list})\n", "\n", "# Create the agent that represents the user in the conversation.\n", @@ -147,47 +146,42 @@ "# Let the assistant start the conversation. It will end when the user types exit.\n", "assistant.initiate_chat(user_proxy, message=\"How can I help you today?\")\n", "\n", + "# Close your AgentOps session to indicate that it completed.\n", "agentops.end_session(\"Success\")" ] }, { "cell_type": "markdown", "id": "2217ed0f930cfcaa", - "metadata": { - "collapsed": false - }, + "metadata": {}, "source": [ - "You can view data on this run at [https://agentops.ai](https://agentops.ai). You should see LLM events for each message sent by each agent, including the user. All data that can be capture is captured." + "You can view data on this run at [app.agentops.ai](https://app.agentops.ai). \n", + "\n", + "The dashboard will display LLM events for each message sent by each agent, including those made by the human user." ] }, { "cell_type": "markdown", "id": "fd78f1a816276cb7", - "metadata": { - "collapsed": false - }, + "metadata": {}, "source": [ - "## Tool Example\n", - "In this example lets use Tools with Autogen. You can find more information on this example in [tool-use.ipynb](https://github.com/microsoft/autogen/blob/main/website/docs/tutorial/tool-use.ipynb)" + "# Tool Example\n", + "AgentOps also tracks when Autogen agents use tools. You can find more information on this example in [tool-use.ipynb](https://github.com/microsoft/autogen/blob/main/website/docs/tutorial/tool-use.ipynb)" ] }, { "cell_type": "code", "execution_count": null, "id": "3498aa6176c799ff", - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "from autogen import ConversableAgent, config_list_from_json, register_function\n", - "\n", - "agentops = None # removing state from last code block\n", "from typing import Annotated, Literal\n", "\n", "import agentops\n", "\n", - "agentops.init(api_key=\"your-api-key-here\", tags=[\"autogen-tool-example\"])\n", + "agentops.init(tags=[\"autogen-tool-example\"])\n", "\n", "Operator = Literal[\"+\", \"-\", \"*\", \"/\"]\n", "\n", @@ -246,15 +240,21 @@ { "cell_type": "markdown", "id": "2b4edf8e70d17267", - "metadata": { - "collapsed": false - }, + "metadata": {}, "source": [ - "Again, if you go to [https://agentops.ai](https://agentops.ai), you should see data related to this run including:\n", + "You can see your run in action at [app.agentops.ai](https://app.agentops.ai). In this example, the AgentOps dashboard will show:\n", "- Agents talking to each other\n", "- Each use of the `calculator` tool\n", "- Each call to OpenAI for LLM use" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5f5ba083", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -266,21 +266,21 @@ ] }, "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" + "pygments_lexer": "ipython3", + "version": "3.11.5" } }, "nbformat": 4, From 27d098dcf09331d797d8dbefb83ffbd985e2966d Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 23:31:43 -0700 Subject: [PATCH 44/75] change letter --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 1cc0e6780f2..7981ef4b43d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -41,7 +41,7 @@ exclude = [ "dist", "docs", # This file needs to be either upgraded or removed and therefore should be - # ignored from type checking for now + # ignore from type checking for now "math_utils\\.py$", "**/cap/py/autogencap/proto/*", ] From 7abd704cca262d1f938f39c8aae93ea238367d48 Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 23:32:14 -0700 Subject: [PATCH 45/75] revert setup --- setup.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/setup.py b/setup.py index 79611294086..660bb26b065 100644 --- a/setup.py +++ b/setup.py @@ -21,6 +21,8 @@ # numpy is installed by flaml, but we want to pin the version to below 2.x (see https://github.com/microsoft/autogen/issues/1960) "numpy>=1.17.0,<2", "python-dotenv", + "tiktoken", + # Disallowing 2.6.0 can be removed when this is fixed https://github.com/pydantic/pydantic/issues/8705 "pydantic>=1.10,<3,!=2.6.0", # could be both V1 and V2 "docker", ] From 3b01ec295c27c4baebb32050a0301d293887c9fe Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 23:32:40 -0700 Subject: [PATCH 46/75] revert setup again --- setup.py | 1 - 1 file changed, 1 deletion(-) diff --git a/setup.py b/setup.py index 660bb26b065..a1ff5be6619 100644 --- a/setup.py +++ b/setup.py @@ -56,7 +56,6 @@ "pytest>=6.1.1,<8", "pandas", ], - "agentops": ["agentops>=0.1.9"], "blendsearch": ["flaml[blendsearch]"], "mathchat": ["sympy", "pydantic==1.10.9", "wolframalpha"], "retrievechat": retrieve_chat, From 268805a328abb5e7fbd703ab09463d813d1e96d7 Mon Sep 17 00:00:00 2001 From: reibs Date: Mon, 20 May 2024 23:51:40 -0700 Subject: [PATCH 47/75] change ref link --- website/docs/ecosystem/agentops.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index ef98ee40396..8f990bf5e68 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -2,7 +2,7 @@ AgentOps Logo -[AgentOps](https://agentops.ai/?=ag) provides session replays, metrics, and monitoring for agents. +[AgentOps](https://agentops.ai/?=autogen) provides session replays, metrics, and monitoring for agents. At a high level, AgentOps gives you the ability to monitor LLM calls, costs, latency, agent failures, multi-agent interactions, tool usage, session-wide statistics, and more. For more info, check out the [AgentOps Repo](https://github.com/AgentOps-AI/agentops). @@ -76,5 +76,5 @@ After initializing AgentOps, Autogen will now start automatically tracking your - [🐦 Twitter](https://twitter.com/agentopsai/) - [πŸ“’ Discord](https://discord.gg/JHPt4C7r) -- [πŸ–‡οΈ AgentOps Dashboard](https://app.agentops.ai/?=ag) +- [πŸ–‡οΈ AgentOps Dashboard](https://app.agentops.ai/ref?=autogen) - [πŸ“™ Documentation](https://docs.agentops.ai/introduction) From 6b0dee693d829ad3e66b8f872030f3568d3a72a2 Mon Sep 17 00:00:00 2001 From: reibs Date: Tue, 21 May 2024 00:04:02 -0700 Subject: [PATCH 48/75] change reflink --- notebook/agentchat_agentops.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index c8da7ca6dd8..a5379447018 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -7,7 +7,7 @@ "source": [ "\"Description\n", "\n", - "[AgentOps](https://agentops.ai/?=ag) provides session replays, metrics, and monitoring for AI agents.\n", + "[AgentOps](https://agentops.ai/?=autogen) provides session replays, metrics, and monitoring for AI agents.\n", "\n", "At a high level, AgentOps gives you the ability to monitor LLM calls, costs, latency, agent failures, multi-agent interactions, tool usage, session-wide statistics, and more. For more info, check out the [AgentOps Repo](https://github.com/AgentOps-AI/agentops).\n" ] From 8ab6dc819540d3222acea2642cc01873bf651d14 Mon Sep 17 00:00:00 2001 From: reibs Date: Tue, 21 May 2024 13:31:17 -0700 Subject: [PATCH 49/75] remove optional dependency --- website/docs/ecosystem/agentops.md | 4 ++-- website/docs/tutorial/tool-use.ipynb | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 8f990bf5e68..753289a6187 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -28,9 +28,9 @@ At a high level, AgentOps gives you the ability to monitor LLM calls, costs, lat AgentOps works seamlessly with applications built using Autogen. -1. **Install Autogen with AgentOps** +1. **Install AgentOps** ```bash -pip install pyautogen[agentops] +pip install agentops ``` 2. **Create an API Key:** diff --git a/website/docs/tutorial/tool-use.ipynb b/website/docs/tutorial/tool-use.ipynb index 8f2248083e5..7b69e9c8f75 100644 --- a/website/docs/tutorial/tool-use.ipynb +++ b/website/docs/tutorial/tool-use.ipynb @@ -49,7 +49,7 @@ "source": [ "Optional: Install AgentOps to track your session\n", "\n", - "```pip install pyautogen[agentops]```" + "```pip install agentops```" ] }, { From 7432ca875f6c7ea698ecebcaa702222e398993b1 Mon Sep 17 00:00:00 2001 From: reibs Date: Tue, 21 May 2024 13:37:54 -0700 Subject: [PATCH 50/75] removed duplicated section --- website/docs/ecosystem/agentops.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 753289a6187..1a34aa3f8a4 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -6,8 +6,6 @@ At a high level, AgentOps gives you the ability to monitor LLM calls, costs, latency, agent failures, multi-agent interactions, tool usage, session-wide statistics, and more. For more info, check out the [AgentOps Repo](https://github.com/AgentOps-AI/agentops). -> Create an account and API key at [AgentOps.ai](https://agentops.ai/) -
Agent Dashboard Agent Dashboard From 9a213e569356ba5986fac101f3f1f0cc187f3738 Mon Sep 17 00:00:00 2001 From: reibs Date: Tue, 21 May 2024 13:41:46 -0700 Subject: [PATCH 51/75] Addressed clarity commetns from howard --- notebook/agentchat_agentops.ipynb | 18 +++--------------- website/docs/ecosystem/agentops.md | 5 ++--- 2 files changed, 5 insertions(+), 18 deletions(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index a5379447018..9fbe628f0fb 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -34,26 +34,13 @@ "
\n" ] }, - { - "cell_type": "markdown", - "id": "1731b1788d44533e", - "metadata": {}, - "source": [ - "## Requirements\n", - "Some extra dependencies are needed for this notebook, which can be installed via pip:\n", - "\n", - "```bash\n", - "pip install pyautogen[agentops]\n", - "```" - ] - }, { "cell_type": "markdown", "id": "38182a5296dceb34", "metadata": {}, "source": [ "## Adding AgentOps to an existing Autogen service.\n", - "It's as simple as adding two lines of code!" + "To get started, you'll need to install the AgentOps package and set an API key." ] }, { @@ -63,7 +50,8 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install pyautogen[agentops]" + "# Install AgentOps\n", + "%pip install agentops" ] }, { diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index 1a34aa3f8a4..c64cd0530ef 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -47,8 +47,7 @@ To start tracking all available data on Autogen runs, simply add two lines of co ```python import agentops -agentops.init() -# or agentops.init(api_key="your-api-key-here") +agentops.init() # Or: agentops.init(api_key="your-api-key-here") ``` After initializing AgentOps, Autogen will now start automatically tracking your agent runs. @@ -62,7 +61,7 @@ After initializing AgentOps, Autogen will now start automatically tracking your - **Analytics Dashboard:** Monitor high level statistics about agents in development and production - **Public Model Testing**: Test your agents against benchmarks and leaderboards - **Custom Tests:** Run your agents against domain specific tests -- **Time Travel Debugging**: Restart your sessions from checkpoints +- **Time Travel Debugging**: Save snapshots of session states to rewind and replay agent runs from chosen checkpoints. - **Compliance and Security**: Create audit logs and detect potential threats such as profanity and PII leaks - **Prompt Injection Detection**: Identify potential code injection and secret leaks From 4901be4338fb7d5a5e73fb125ee7866b7b7f45df Mon Sep 17 00:00:00 2001 From: reibs Date: Tue, 21 May 2024 17:10:04 -0700 Subject: [PATCH 52/75] minor updates to wording --- notebook/agentchat_agentops.ipynb | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 9fbe628f0fb..76339beab36 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -40,7 +40,9 @@ "metadata": {}, "source": [ "## Adding AgentOps to an existing Autogen service.\n", - "To get started, you'll need to install the AgentOps package and set an API key." + "To get started, you'll need to install the AgentOps package and set an API key.\n", + "\n", + "AgentOps automatically configures itself when it's initialized. This means your agents will be tracked and logged to your AgentOps account right away." ] }, { From e873114e3ab5fb1ec7b5e94984a1ec92af4e464e Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Tue, 21 May 2024 18:47:27 -0700 Subject: [PATCH 53/75] formatting and pr fixes --- autogen/agentchat/conversable_agent.py | 12 +- autogen/logger/agentops_logger.py | 19 ++- autogen/logger/base_logger.py | 6 +- autogen/runtime_logging.py | 12 +- notebook/agentchat_agentops.ipynb | 186 +++++++++++++------------ setup.py | 1 - website/docs/ecosystem/agentops.md | 4 +- 7 files changed, 116 insertions(+), 124 deletions(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 74d88d1aa65..00d2c6fcd47 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -31,11 +31,10 @@ from ..function_utils import get_function_schema, load_basemodels_if_needed, serialize_to_str from ..io.base import IOStream from ..oai.client import ModelClient, OpenAIWrapper -from ..runtime_logging import log_event, log_new_agent, logging_enabled +from ..runtime_logging import log_event, log_function_use, log_new_agent, logging_enabled from .agent import Agent, LLMAgent from .chat import ChatResult, a_initiate_chats, initiate_chats from .utils import consolidate_chat_info, gather_usage_summary -from autogen.runtime_logging import log_function_use __all__ = ("ConversableAgent",) @@ -1358,10 +1357,7 @@ def _generate_oai_reply_from_client(self, llm_client, messages, cache) -> Union[ # TODO: #1143 handle token limit exceeded error response = llm_client.create( - context=messages[-1].pop("context", None), - messages=all_messages, - cache=cache, - source=self + context=messages[-1].pop("context", None), messages=all_messages, cache=cache, source=self ) extracted_response = llm_client.extract_text_or_completion_object(response)[0] @@ -2411,7 +2407,7 @@ def register_function(self, function_map: Dict[str, Union[Callable, None]]): self._function_map.update(function_map) self._function_map = {k: v for k, v in self._function_map.items() if v is not None} - def update_function_signature(self, func_sig: Union[str, Dict], is_remove: bool = False): + def update_function_signature(self, func_sig: Union[str, Dict], is_remove: None): """update a function_signature in the LLM configuration for function_call. Args: @@ -2455,7 +2451,7 @@ def update_function_signature(self, func_sig: Union[str, Dict], is_remove: bool self.client = OpenAIWrapper(**self.llm_config) - def update_tool_signature(self, tool_sig: Union[str, Dict], is_remove: bool = False): + def update_tool_signature(self, tool_sig: Union[str, Dict], is_remove: None): """update a tool_signature in the LLM configuration for tool_call. Args: diff --git a/autogen/logger/agentops_logger.py b/autogen/logger/agentops_logger.py index 2eb7952eb54..f4f167b2d9c 100644 --- a/autogen/logger/agentops_logger.py +++ b/autogen/logger/agentops_logger.py @@ -4,9 +4,11 @@ import sqlite3 import threading import uuid -from typing import TYPE_CHECKING, Any, Dict, List, Tuple, Union, TypeVar, Callable +from typing import TYPE_CHECKING, Any, Callable, Dict, List, Tuple, TypeVar, Union +from uuid import uuid4 import agentops +from agentops import ActionEvent, LLMEvent, ToolEvent from openai import AzureOpenAI, OpenAI from openai.types.chat import ChatCompletion @@ -15,9 +17,6 @@ from .base_logger import LLMConfig -from agentops import LLMEvent, ToolEvent, ActionEvent -from uuid import uuid4 - if TYPE_CHECKING: from autogen import Agent, ConversableAgent, OpenAIWrapper @@ -57,9 +56,9 @@ def log_chat_completion( ) -> None: end_time = get_current_ts() - completion = response.choices[len(response.choices)-1] + completion = response.choices[len(response.choices) - 1] - llm_event = LLMEvent(prompt=request['messages'], completion=completion.message, model=response.model) + llm_event = LLMEvent(prompt=request["messages"], completion=completion.message, model=response.model) llm_event.init_timestamp = start_time llm_event.end_timestamp = end_time llm_event.agent_id = self._get_agentops_id_from_agent(str(id(source))) @@ -67,7 +66,7 @@ def log_chat_completion( def log_new_agent(self, agent: ConversableAgent, init_args: Dict[str, Any]) -> None: ao_agent_id = agentops.create_agent(agent.name, str(uuid4())) - self.agent_store.append({'agentops_id': ao_agent_id, 'autogen_id': str(id(agent))}) + self.agent_store.append({"agentops_id": ao_agent_id, "autogen_id": str(id(agent))}) def log_event(self, source: Union[str, Agent], name: str, **kwargs: Dict[str, Any]) -> None: event = ActionEvent(action_type=name) @@ -75,16 +74,14 @@ def log_event(self, source: Union[str, Agent], name: str, **kwargs: Dict[str, An event.agent_id = agentops_id agentops.record(event) - def log_function_use( - self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: any - ): + def log_function_use(self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: any): event = ToolEvent() agentops_id = self._get_agentops_id_from_agent(str(id(source))) event.agent_id = agentops_id event.function = function event.params = args event.returns = returns - event.name = getattr(function, '_name') + event.name = getattr(function, "_name") agentops.record(event) def log_new_wrapper(self, wrapper: OpenAIWrapper, init_args: Dict[str, Union[LLMConfig, List[LLMConfig]]]) -> None: diff --git a/autogen/logger/base_logger.py b/autogen/logger/base_logger.py index 4b546a558ca..12ddcba4e88 100644 --- a/autogen/logger/base_logger.py +++ b/autogen/logger/base_logger.py @@ -3,7 +3,7 @@ import sqlite3 import uuid from abc import ABC, abstractmethod -from typing import TYPE_CHECKING, Any, Dict, List, Union, TypeVar, Callable +from typing import TYPE_CHECKING, Any, Callable, Dict, List, TypeVar, Union from openai import AzureOpenAI, OpenAI from openai.types.chat import ChatCompletion @@ -108,9 +108,7 @@ def log_new_client( ... @abstractmethod - def log_function_use( - self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: any - ): + def log_function_use(self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: any): """ Log the use of a registered function (could be a tool) diff --git a/autogen/runtime_logging.py b/autogen/runtime_logging.py index 1dcb0fc68c1..078bea96d85 100644 --- a/autogen/runtime_logging.py +++ b/autogen/runtime_logging.py @@ -3,7 +3,7 @@ import logging import sqlite3 import uuid -from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union, TypeVar, Callable +from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, TypeVar, Union from openai import AzureOpenAI, OpenAI from openai.types.chat import ChatCompletion @@ -57,7 +57,7 @@ def log_chat_completion( invocation_id: uuid.UUID, client_id: int, wrapper_id: int, - source: Union[str, Agent], + agent: Union[str, Agent], request: Dict[str, Union[float, str, List[Dict[str, str]]]], response: Union[str, ChatCompletion], is_cached: int, @@ -69,7 +69,7 @@ def log_chat_completion( return autogen_logger.log_chat_completion( - invocation_id, client_id, wrapper_id, source, request, response, is_cached, cost, start_time + invocation_id, client_id, wrapper_id, agent, request, response, is_cached, cost, start_time ) @@ -89,14 +89,12 @@ def log_event(source: Union[str, Agent], name: str, **kwargs: Dict[str, Any]) -> autogen_logger.log_event(source, name, **kwargs) -def log_function_use( - source: Union[str, Agent], function: F, args: Dict[str, Any], returns: any -): +def log_function_use(agent: Union[str, Agent], function: F, args: Dict[str, Any], returns: any): if autogen_logger is None: logger.error("[runtime logging] log_function_use: autogen logger is None") return - autogen_logger.log_function_use(source, function, args, returns) + autogen_logger.log_function_use(agent, function, args, returns) def log_new_wrapper(wrapper: OpenAIWrapper, init_args: Dict[str, Union[LLMConfig, List[LLMConfig]]]) -> None: diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index f896d376195..a63653283b9 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -2,17 +2,21 @@ "cells": [ { "cell_type": "markdown", - "source": [ - "# AgentOps Observability and Monitoring\n", - "Using [AgentOps](https://agentops.ai/) allows you to quickly and easily add agent observability and monitoring to your Autogen services." - ], + "id": "5a3b20ae8f10e4e9", "metadata": { "collapsed": false }, - "id": "5a3b20ae8f10e4e9" + "source": [ + "# AgentOps Observability and Monitoring\n", + "Using [AgentOps](https://agentops.ai/) allows you to quickly and easily add agent observability and monitoring to your Autogen services." + ] }, { "cell_type": "markdown", + "id": "4f9b51b9ec511742", + "metadata": { + "collapsed": false + }, "source": [ "````{=mdx}\n", ":::info Requirements\n", @@ -25,54 +29,55 @@ "For more information, please refer to the [installation guide](/docs/installation/).\n", ":::\n", "````" - ], - "metadata": { - "collapsed": false - }, - "id": "4f9b51b9ec511742" + ] }, { "cell_type": "markdown", - "source": [ - "### Adding AgentOps to an existing Autogen service.\n", - "It's as simple as adding two lines of code!" - ], + "id": "146e926be404dcd2", "metadata": { "collapsed": false }, - "id": "146e926be404dcd2" + "source": [ + "### Adding AgentOps to an existing Autogen service.\n", + "It's as simple as adding two lines of code!" + ] }, { "cell_type": "code", - "outputs": [], - "source": [ - "%pip install agentops" - ], + "execution_count": null, + "id": "50da532c9de725f1", "metadata": { "collapsed": false }, - "id": "50da532c9de725f1", - "execution_count": null + "outputs": [], + "source": [ + "%pip install agentops" + ] }, { "cell_type": "code", - "outputs": [], - "source": [ - "import agentops\n", - "agentops.init() " - ], + "execution_count": 6, + "id": "1d87c3c743ceab0e", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2024-05-14T04:06:30.922007Z", "start_time": "2024-05-14T04:06:30.916673Z" - } + }, + "collapsed": false }, - "id": "1d87c3c743ceab0e", - "execution_count": 6 + "outputs": [], + "source": [ + "import agentops\n", + "\n", + "agentops.init()" + ] }, { "cell_type": "markdown", + "id": "b7930c39abd0240f", + "metadata": { + "collapsed": false + }, "source": [ "By default, the AgentOps `init()` function will look for an environment variable named `AGENTOPS_API_KEY`. Alternatively, you can pass one in as an optional parameter.\n", "\n", @@ -85,27 +90,29 @@ "- Token usage and costs\n", "\n", "You can retrieve your API key and view the results of your agent runs at [https://agentops.ai](https://agentops.ai)" - ], - "metadata": { - "collapsed": false - }, - "id": "b7930c39abd0240f" + ] }, { "cell_type": "markdown", - "source": [ - "# Simple Chat Example" - ], + "id": "698963875466f54d", "metadata": { "collapsed": false }, - "id": "698963875466f54d" + "source": [ + "# Simple Chat Example" + ] }, { "cell_type": "code", + "execution_count": null, + "id": "160f5048a9d64a20", + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import agentops\n", + "\n", "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json\n", "\n", "agentops.init(api_key=\"your-api-key-here\", tags=[\"simple-autogen-example\"])\n", @@ -122,53 +129,58 @@ "assistant.initiate_chat(user_proxy, message=\"How can I help you today?\")\n", "\n", "agentops.end_session(\"Success\")" - ], - "metadata": { - "collapsed": false - }, - "id": "160f5048a9d64a20", - "execution_count": null + ] }, { "cell_type": "markdown", - "source": [ - "You can view data on this run at [https://agentops.ai](https://agentops.ai). You should see LLM events for each message sent by each agent, including the user. All data that can be capture is captured." - ], + "id": "2cc23493c8c2f6ad", "metadata": { "collapsed": false }, - "id": "2cc23493c8c2f6ad" + "source": [ + "You can view data on this run at [https://agentops.ai](https://agentops.ai). You should see LLM events for each message sent by each agent, including the user. All data that can be capture is captured." + ] }, { "cell_type": "markdown", - "source": [ - "## Tool Example\n", - "In this example lets use Tools with Autogen. You can find more information on this example in [tool-use.ipynb](https://github.com/microsoft/autogen/blob/main/website/docs/tutorial/tool-use.ipynb)" - ], + "id": "408e2adfc261511a", "metadata": { "collapsed": false }, - "id": "408e2adfc261511a" + "source": [ + "## Tool Example\n", + "In this example lets use Tools with Autogen. You can find more information on this example in [tool-use.ipynb](https://github.com/microsoft/autogen/blob/main/website/docs/tutorial/tool-use.ipynb)" + ] }, { "cell_type": "code", - "outputs": [], - "source": [ - "from typing import Annotated, Literal\n", - "Operator = Literal[\"+\", \"-\", \"*\", \"/\"]" - ], + "execution_count": 2, + "id": "140d51d41afe9614", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2024-05-14T00:51:26.996321Z", "start_time": "2024-05-14T00:51:26.994649Z" - } + }, + "collapsed": false }, - "id": "140d51d41afe9614", - "execution_count": 2 + "outputs": [], + "source": [ + "from typing import Annotated, Literal\n", + "\n", + "Operator = Literal[\"+\", \"-\", \"*\", \"/\"]" + ] }, { "cell_type": "code", + "execution_count": 3, + "id": "150fa4f828dbcbc", + "metadata": { + "ExecuteTime": { + "end_time": "2024-05-14T00:51:27.000159Z", + "start_time": "2024-05-14T00:51:26.998274Z" + }, + "collapsed": false + }, "outputs": [], "source": [ "def calculator(a: int, b: int, operator: Annotated[Operator, \"operator\"]) -> int:\n", @@ -182,22 +194,19 @@ " return int(a / b)\n", " else:\n", " raise ValueError(\"Invalid operator\")" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-05-14T00:51:27.000159Z", - "start_time": "2024-05-14T00:51:26.998274Z" - } - }, - "id": "150fa4f828dbcbc", - "execution_count": 3 + ] }, { "cell_type": "code", + "execution_count": null, + "id": "4b0fc9a11f2f4c3b", + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import agentops\n", + "\n", "from autogen import ConversableAgent, config_list_from_json, register_function\n", "\n", "agentops.init(api_key=\"7c94212b-b89d-47a6-a20c-23b2077d3226\", tags=[\"autogen-tool-example\"])\n", @@ -205,12 +214,12 @@ "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")\n", "\n", "assistant = ConversableAgent(\n", - " name=\"Assistant\",\n", - " system_message=\"You are a helpful AI assistant. \"\n", - " \"You can help with simple calculations. \"\n", - " \"Return 'TERMINATE' when the task is done.\",\n", - " llm_config={\"config_list\": config_list, \"cache_seed\": None},\n", - " )\n", + " name=\"Assistant\",\n", + " system_message=\"You are a helpful AI assistant. \"\n", + " \"You can help with simple calculations. \"\n", + " \"Return 'TERMINATE' when the task is done.\",\n", + " llm_config={\"config_list\": config_list, \"cache_seed\": None},\n", + ")\n", "\n", "# The user proxy agent is used for interacting with the assistant agent\n", "# and executes tool calls.\n", @@ -236,26 +245,21 @@ "# Let the assistant start the conversation. It will end when the user types exit.\n", "user_proxy.initiate_chat(assistant, message=\"What is (1423 - 123) / 3 + (32 + 23) * 5?\")\n", "\n", - "agentops.end_session(\"Success\")\n" - ], - "metadata": { - "collapsed": false - }, - "id": "4b0fc9a11f2f4c3b", - "execution_count": null + "agentops.end_session(\"Success\")" + ] }, { "cell_type": "markdown", + "id": "472fefe284e55395", + "metadata": { + "collapsed": false + }, "source": [ "Again, if you go to [https://agentops.ai](https://agentops.ai), you should see data related to this run including:\n", "- Agents talking to each other\n", "- Each use of the `calculator` tool\n", "- Each call to OpenAI for LLM use" - ], - "metadata": { - "collapsed": false - }, - "id": "472fefe284e55395" + ] } ], "metadata": { diff --git a/setup.py b/setup.py index a1ff5be6619..a4fa4f63aa5 100644 --- a/setup.py +++ b/setup.py @@ -68,7 +68,6 @@ *retrieve_chat, "qdrant_client[fastembed]", ], - "agentops": ["agentops>=0.1.10"], "autobuild": ["chromadb", "sentence-transformers", "huggingface-hub"], "teachable": ["chromadb"], "lmm": ["replicate", "pillow"], diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index e0267816e91..7e8f8166e4f 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -28,5 +28,5 @@ After initializing AgentOps, Autogen will now start automatically tracking - Token usage and costs ### Example Implementation -[AgentOps-Notebook](/docs/notebooks/agentchat_agentops) -[AgentOps Documentation](https://docs.agentops.ai/v1/quickstart) \ No newline at end of file +[AgentOps-Notebook](https://microsoft.github.io/autogen/docs/notebooks/agentchat_agentops) +[AgentOps Documentation](https://docs.agentops.ai/v1/quickstart) From 52dd5bc8f6cc8ffd6b41e9e0b5cd2ca3b867517f Mon Sep 17 00:00:00 2001 From: reibs Date: Tue, 21 May 2024 19:20:27 -0700 Subject: [PATCH 54/75] added info markdown cell --- notebook/agentchat_agentops.ipynb | 19 +++++++++++++------ 1 file changed, 13 insertions(+), 6 deletions(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 76339beab36..438c057b975 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -46,14 +46,21 @@ ] }, { - "cell_type": "code", - "execution_count": null, - "id": "b6dc3b19889ad683", + "cell_type": "markdown", + "id": "8d9451f4", "metadata": {}, - "outputs": [], "source": [ - "# Install AgentOps\n", - "%pip install agentops" + "````{=mdx}\n", + ":::info Requirements\n", + "Some extra dependencies are needed for this notebook, which can be installed via pip:\n", + "\n", + "```bash\n", + "pip install pyautogen agentops\n", + "```\n", + "\n", + "For more information, please refer to the [installation guide](/docs/installation/).\n", + ":::\n", + "````" ] }, { From 3283c1d9010d7f52fa280687573f4037e74a87cf Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Tue, 21 May 2024 19:47:39 -0700 Subject: [PATCH 55/75] better docs --- autogen/agentchat/conversable_agent.py | 2 +- autogen/oai/client.py | 9 +++++---- notebook/agentchat_agentops.ipynb | 25 ++----------------------- 3 files changed, 8 insertions(+), 28 deletions(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 74bae3c4019..9795d5783f2 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -1357,7 +1357,7 @@ def _generate_oai_reply_from_client(self, llm_client, messages, cache) -> Union[ # TODO: #1143 handle token limit exceeded error response = llm_client.create( - context=messages[-1].pop("context", None), messages=all_messages, cache=cache, source=self + context=messages[-1].pop("context", None), messages=all_messages, cache=cache, agent=self ) extracted_response = llm_client.extract_text_or_completion_object(response)[0] diff --git a/autogen/oai/client.py b/autogen/oai/client.py index 9c555a38f73..eca66e8ab39 100644 --- a/autogen/oai/client.py +++ b/autogen/oai/client.py @@ -282,7 +282,6 @@ def create(self, params: Dict[str, Any]) -> ChatCompletion: # If streaming is not enabled, send a regular chat completion request params = params.copy() params["stream"] = False - del params['source'] response = completions.create(**params) return response @@ -570,6 +569,7 @@ def yes_or_no_filter(context, response): for i, client in enumerate(self._clients): # merge the input config with the i-th config in the config list full_config = {**config, **self._config_list[i]} + agent = full_config.get("agent") # separate the config into create_config and extra_kwargs create_config, extra_kwargs = self._separate_create_config(full_config) api_type = extra_kwargs.get("api_type") @@ -577,6 +577,7 @@ def yes_or_no_filter(context, response): create_config["model"] = create_config["model"].replace(".", "") # construct the create params params = self._construct_create_params(create_config, extra_kwargs) + del params['agent'] # get the cache_seed, filter_func and context cache_seed = extra_kwargs.get("cache_seed", LEGACY_DEFAULT_CACHE_SEED) cache = extra_kwargs.get("cache") @@ -619,7 +620,7 @@ def yes_or_no_filter(context, response): invocation_id=invocation_id, client_id=id(client), wrapper_id=id(self), - source=full_config.get("source"), + agent=agent, request=params, response=response, is_cached=1, @@ -652,7 +653,7 @@ def yes_or_no_filter(context, response): invocation_id=invocation_id, client_id=id(client), wrapper_id=id(self), - source=full_config.get("source"), + agent=agent, request=params, response=f"error_code:{error_code}, config {i} failed", is_cached=0, @@ -683,7 +684,7 @@ def yes_or_no_filter(context, response): invocation_id=invocation_id, client_id=id(client), wrapper_id=id(self), - source=full_config.get("source"), + agent=agent, request=params, response=response, is_cached=0, diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 438c057b975..57eee2fdd5a 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -84,18 +84,7 @@ "source": [ "import agentops\n", "\n", - "agentops.init()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d120f777958ff17f", - "metadata": {}, - "outputs": [], - "source": [ - "# Optional: Set a key manually\n", - "agentops.init(api_key=\"xxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxxx\")" + "agentops.init(api_key='7c94212b-b89d-47a6-a20c-23b2077d3226') # or agentops.init(api_key=\"...\")" ] }, { @@ -176,9 +165,7 @@ "from autogen import ConversableAgent, config_list_from_json, register_function\n", "from typing import Annotated, Literal\n", "\n", - "import agentops\n", - "\n", - "agentops.init(tags=[\"autogen-tool-example\"])\n", + "agentops.start_session(tags=[\"autogen-tool-example\"])\n", "\n", "Operator = Literal[\"+\", \"-\", \"*\", \"/\"]\n", "\n", @@ -244,14 +231,6 @@ "- Each use of the `calculator` tool\n", "- Each call to OpenAI for LLM use" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5f5ba083", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { From 4034d2eb213884d3e4e77334d242fcba5233d695 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Wed, 22 May 2024 20:24:25 -0700 Subject: [PATCH 56/75] notebook --- autogen/logger/logger_factory.py | 1 - notebook/agentchat_agentops.ipynb | 8 ++++---- 2 files changed, 4 insertions(+), 5 deletions(-) diff --git a/autogen/logger/logger_factory.py b/autogen/logger/logger_factory.py index 5f2e8c29758..ed9567977bb 100644 --- a/autogen/logger/logger_factory.py +++ b/autogen/logger/logger_factory.py @@ -1,6 +1,5 @@ from typing import Any, Dict, Literal, Optional -from autogen.logger.agentops_logger import AgentOpsLogger from autogen.logger.base_logger import BaseLogger from autogen.logger.file_logger import FileLogger from autogen.logger.sqlite_logger import SqliteLogger diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 57eee2fdd5a..9deeb93dd75 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -20,17 +20,17 @@ "### Screenshots\n", "
\n", " Agent Dashboard\n", - " \"Agent\n", + " \"Agent\n", "
\n", "\n", "
\n", " Session Statistics\n", - " \"Agent\n", + " \"Agent\n", "
\n", "\n", "
\n", " Session Replay\n", - " \"Agent\n", + " \"Agent\n", "
\n" ] }, @@ -83,6 +83,7 @@ "outputs": [], "source": [ "import agentops\n", + "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json\n", "\n", "agentops.init(api_key='7c94212b-b89d-47a6-a20c-23b2077d3226') # or agentops.init(api_key=\"...\")" ] @@ -117,7 +118,6 @@ "outputs": [], "source": [ "import agentops\n", - "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json\n", "\n", "# When initializing AgentOps, you can pass in optional tags to help filter sessions\n", "agentops.init(tags=[\"simple-autogen-example\"])\n", From 9b7c73491f5236e8c71f90777b3c0600b6a99d99 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Fri, 24 May 2024 18:11:05 -0700 Subject: [PATCH 57/75] observability docs --- autogen/logger/agentops_logger.py | 102 ----------------------- notebook/agentchat_agentops.ipynb | 10 +++ website/docs/topics/llm-observability.md | 44 ++++++++++ 3 files changed, 54 insertions(+), 102 deletions(-) delete mode 100644 autogen/logger/agentops_logger.py create mode 100644 website/docs/topics/llm-observability.md diff --git a/autogen/logger/agentops_logger.py b/autogen/logger/agentops_logger.py deleted file mode 100644 index f4f167b2d9c..00000000000 --- a/autogen/logger/agentops_logger.py +++ /dev/null @@ -1,102 +0,0 @@ -from __future__ import annotations - -import logging -import sqlite3 -import threading -import uuid -from typing import TYPE_CHECKING, Any, Callable, Dict, List, Tuple, TypeVar, Union -from uuid import uuid4 - -import agentops -from agentops import ActionEvent, LLMEvent, ToolEvent -from openai import AzureOpenAI, OpenAI -from openai.types.chat import ChatCompletion - -from autogen.logger.base_logger import BaseLogger -from autogen.logger.logger_utils import get_current_ts, to_dict - -from .base_logger import LLMConfig - -if TYPE_CHECKING: - from autogen import Agent, ConversableAgent, OpenAIWrapper - -logger = logging.getLogger(__name__) -lock = threading.Lock() - -__all__ = ("AgentOpsLogger",) - -F = TypeVar("F", bound=Callable[..., Any]) - - -class AgentOpsLogger(BaseLogger): - agent_store: [{"agentops_id": str, "autogen_id": str}] = [] - - def __init__(self, config: Dict[str, Any]): - self.config = config - - def start(self) -> str: - pass - - def _get_agentops_id_from_agent(self, autogen_id: str) -> str: - for agent in self.agent_store: - if agent["autogen_id"] == autogen_id: - return agent["agentops_id"] - - def log_chat_completion( - self, - invocation_id: uuid.UUID, - client_id: int, - wrapper_id: int, - source: Union[str, Agent], - request: Dict[str, Union[float, str, List[Dict[str, str]]]], - response: Union[str, ChatCompletion], - is_cached: int, - cost: float, - start_time: str, - ) -> None: - end_time = get_current_ts() - - completion = response.choices[len(response.choices) - 1] - - llm_event = LLMEvent(prompt=request["messages"], completion=completion.message, model=response.model) - llm_event.init_timestamp = start_time - llm_event.end_timestamp = end_time - llm_event.agent_id = self._get_agentops_id_from_agent(str(id(source))) - agentops.record(llm_event) - - def log_new_agent(self, agent: ConversableAgent, init_args: Dict[str, Any]) -> None: - ao_agent_id = agentops.create_agent(agent.name, str(uuid4())) - self.agent_store.append({"agentops_id": ao_agent_id, "autogen_id": str(id(agent))}) - - def log_event(self, source: Union[str, Agent], name: str, **kwargs: Dict[str, Any]) -> None: - event = ActionEvent(action_type=name) - agentops_id = self._get_agentops_id_from_agent(str(id(source))) - event.agent_id = agentops_id - agentops.record(event) - - def log_function_use(self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: any): - event = ToolEvent() - agentops_id = self._get_agentops_id_from_agent(str(id(source))) - event.agent_id = agentops_id - event.function = function - event.params = args - event.returns = returns - event.name = getattr(function, "_name") - agentops.record(event) - - def log_new_wrapper(self, wrapper: OpenAIWrapper, init_args: Dict[str, Union[LLMConfig, List[LLMConfig]]]) -> None: - pass - - def log_new_client( - self, client: Union[AzureOpenAI, OpenAI], wrapper: OpenAIWrapper, init_args: Dict[str, Any] - ) -> None: - pass - - def stop(self) -> None: - if self.con: - self.con.close() - - def get_connection(self) -> Union[None, sqlite3.Connection]: - if self.con: - return self.con - return None diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 9deeb93dd75..01bb6293552 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -1,5 +1,15 @@ { "cells": [ + { + "cell_type": "markdown", + "source": [ + "# AgentOps" + ], + "metadata": { + "collapsed": false + }, + "id": "abb8a01d85d8b146" + }, { "cell_type": "markdown", "id": "a447802c88c8a240", diff --git a/website/docs/topics/llm-observability.md b/website/docs/topics/llm-observability.md new file mode 100644 index 00000000000..4aafaf4c6d7 --- /dev/null +++ b/website/docs/topics/llm-observability.md @@ -0,0 +1,44 @@ +# LLM Observability + +AutoGen supports advanced LLM observability and monitoring through partner providers. + +## What is LLM Observability +AI agent observability is the ability to monitor, measure, and understand the internal states and behaviors of AI agent systems. +Observability is crucial for ensuring transparency, reliability, and accountability in your agent systems. + + +## Development + +### Agent Development in Terminal Sucks +- Lose track of what your agents did in between executions +- Parsing through terminal output searching for LLM completions +- Printing β€œtool called” + +### Agent Development Dashboards Don't +- Visual dashboard so you can see what your agents did in human-readable format +- LLM calls are magically recorded - prompt, completion, timestamps for each - with one line of code +- Agents and their events (including tool calls) are recorded with one more line of code +- Errors are magically associated to its causal event +- Record any other events to your session with two more lines of code +- Tons of other useful data if you’re developing with supported agent frameworks: SDK version + +## Compliance + +Observability and monitoring is critical to ensure AI agent systems adhere to laws and regulations in industries like finance and healthcare, preventing violations such as data breaches and privacy issues. + +### Accountability and Transparency +Observability provides insights into AI decision-making, allowing organizations to explain outcomes and build trust with stakeholders. + +### Risk Management +Monitoring helps detect anomalies and unintended behaviors early, mitigating operational, financial, and reputational risks. + +### Data Privacy and Security +Ensures compliance with data privacy regulations, preventing unauthorized access and misuse of sensitive information. + +### Incident Response and Reporting +Robust monitoring aids in quick identification and response to compliance violations, supporting incident analysis and prevention. + +## Partners +Autogen is currently partnered with [AgentOps](https://agentops.ai) for seamless observability integration. + +[Learn how to install AgentOps](/notebook/agentchat_agentops) \ No newline at end of file From 3d0ccb8916f4cdf793bd513b56e30e2d671cc7c9 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Tue, 28 May 2024 15:46:25 -0700 Subject: [PATCH 58/75] pre-commit fixes --- autogen/agentchat/conversable_agent.py | 2 +- autogen/logger/base_logger.py | 2 +- autogen/logger/file_logger.py | 28 ++++++++++++++++++++- autogen/logger/sqlite_logger.py | 22 +++++++++++++++- autogen/oai/client.py | 2 +- autogen/runtime_logging.py | 2 +- notebook/agentchat_agentops.ipynb | 14 ++++++----- notebook/agentchat_logging.ipynb | 9 +++---- website/docs/topics/llm-observability.md | 4 +-- website/docs/topics/llm_configuration.ipynb | 1 + 10 files changed, 67 insertions(+), 19 deletions(-) diff --git a/autogen/agentchat/conversable_agent.py b/autogen/agentchat/conversable_agent.py index 0166adf7da8..008f2397d1f 100644 --- a/autogen/agentchat/conversable_agent.py +++ b/autogen/agentchat/conversable_agent.py @@ -2814,4 +2814,4 @@ def register_function( """ f = caller.register_for_llm(name=name, description=description)(f) - executor.register_for_execution(name=name)(f) \ No newline at end of file + executor.register_for_execution(name=name)(f) diff --git a/autogen/logger/base_logger.py b/autogen/logger/base_logger.py index 12ddcba4e88..c5c236fa4ae 100644 --- a/autogen/logger/base_logger.py +++ b/autogen/logger/base_logger.py @@ -108,7 +108,7 @@ def log_new_client( ... @abstractmethod - def log_function_use(self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: any): + def log_function_use(self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: Any) -> None: """ Log the use of a registered function (could be a tool) diff --git a/autogen/logger/file_logger.py b/autogen/logger/file_logger.py index 466ed62c849..fa15c0bf8cd 100644 --- a/autogen/logger/file_logger.py +++ b/autogen/logger/file_logger.py @@ -5,7 +5,7 @@ import os import threading import uuid -from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union +from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Tuple, TypeVar, Union from openai import AzureOpenAI, OpenAI from openai.types.chat import ChatCompletion @@ -21,6 +21,8 @@ logger = logging.getLogger(__name__) +F = TypeVar("F", bound=Callable[..., Any]) + class FileLogger(BaseLogger): def __init__(self, config: Dict[str, Any]): @@ -57,6 +59,7 @@ def log_chat_completion( invocation_id: uuid.UUID, client_id: int, wrapper_id: int, + source: Union[str, Agent], request: Dict[str, Union[float, str, List[Dict[str, str]]]], response: Union[str, ChatCompletion], is_cached: int, @@ -202,6 +205,29 @@ def log_new_client( except Exception as e: self.logger.error(f"[file_logger] Failed to log event {e}") + def log_function_use(self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: Any) -> None: + """ + Log an event from an agent or a string source. + """ + thread_id = threading.get_ident() + + try: + log_data = json.dumps( + { + "source_id": id(source), + "source_name": str(source.name) if hasattr(source, "name") else source, + "agent_module": source.__module__, + "agent_class": source.__class__.__name__, + "timestamp": get_current_ts(), + "thread_id": thread_id, + "input_args": json.dumps(args), + "returns": json.dumps(returns), + } + ) + self.logger.info(log_data) + except Exception as e: + self.logger.error(f"[file_logger] Failed to log event {e}") + def get_connection(self) -> None: """Method is intentionally left blank because there is no specific connection needed for the FileLogger.""" pass diff --git a/autogen/logger/sqlite_logger.py b/autogen/logger/sqlite_logger.py index 11fa269b221..20f02512c75 100644 --- a/autogen/logger/sqlite_logger.py +++ b/autogen/logger/sqlite_logger.py @@ -6,7 +6,7 @@ import sqlite3 import threading import uuid -from typing import TYPE_CHECKING, Any, Dict, List, Tuple, Union +from typing import TYPE_CHECKING, Any, Callable, Dict, List, Tuple, TypeVar, Union from openai import AzureOpenAI, OpenAI from openai.types.chat import ChatCompletion @@ -25,6 +25,8 @@ __all__ = ("SqliteLogger",) +F = TypeVar("F", bound=Callable[..., Any]) + class SqliteLogger(BaseLogger): schema_version = 1 @@ -317,6 +319,24 @@ def log_new_wrapper(self, wrapper: OpenAIWrapper, init_args: Dict[str, Union[LLM ) self._run_query(query=query, args=args) + def log_function_use(self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: Any) -> None: + + if self.con is None: + return + + query = """ + INSERT INTO function_calls (source_id, source_name, function_name, args, returns, timestamp) VALUES (?, ?, ?, ?, ?, ?) + """ + query_args: Tuple[Any, ...] = ( + id(source), + source.name if hasattr(source, "name") else source, + function.__name__, + json.dumps(args), + json.dumps(returns), + get_current_ts(), + ) + self._run_query(query=query, args=query_args) + def log_new_client( self, client: Union[AzureOpenAI, OpenAI, GeminiClient], wrapper: OpenAIWrapper, init_args: Dict[str, Any] ) -> None: diff --git a/autogen/oai/client.py b/autogen/oai/client.py index fcdd243d712..7419b0841b4 100644 --- a/autogen/oai/client.py +++ b/autogen/oai/client.py @@ -578,7 +578,7 @@ def yes_or_no_filter(context, response): create_config["model"] = create_config["model"].replace(".", "") # construct the create params params = self._construct_create_params(create_config, extra_kwargs) - del params['agent'] + del params["agent"] # get the cache_seed, filter_func and context cache_seed = extra_kwargs.get("cache_seed", LEGACY_DEFAULT_CACHE_SEED) cache = extra_kwargs.get("cache") diff --git a/autogen/runtime_logging.py b/autogen/runtime_logging.py index 6184ecf1fb3..6ce207a2f33 100644 --- a/autogen/runtime_logging.py +++ b/autogen/runtime_logging.py @@ -3,7 +3,7 @@ import logging import sqlite3 import uuid -from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, TypeVar, Union +from typing import TYPE_CHECKING, Any, Callable, Dict, List, Literal, Optional, TypeVar, Union from openai import AzureOpenAI, OpenAI from openai.types.chat import ChatCompletion diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 01bb6293552..348c417fa73 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "markdown", - "source": [ - "# AgentOps" - ], + "id": "abb8a01d85d8b146", "metadata": { "collapsed": false }, - "id": "abb8a01d85d8b146" + "source": [ + "# AgentOps" + ] }, { "cell_type": "markdown", @@ -93,9 +93,10 @@ "outputs": [], "source": [ "import agentops\n", + "\n", "from autogen import ConversableAgent, UserProxyAgent, config_list_from_json\n", "\n", - "agentops.init(api_key='7c94212b-b89d-47a6-a20c-23b2077d3226') # or agentops.init(api_key=\"...\")" + "agentops.init(api_key=\"7c94212b-b89d-47a6-a20c-23b2077d3226\") # or agentops.init(api_key=\"...\")" ] }, { @@ -172,9 +173,10 @@ "metadata": {}, "outputs": [], "source": [ - "from autogen import ConversableAgent, config_list_from_json, register_function\n", "from typing import Annotated, Literal\n", "\n", + "from autogen import ConversableAgent, config_list_from_json, register_function\n", + "\n", "agentops.start_session(tags=[\"autogen-tool-example\"])\n", "\n", "Operator = Literal[\"+\", \"-\", \"*\", \"/\"]\n", diff --git a/notebook/agentchat_logging.ipynb b/notebook/agentchat_logging.ipynb index 7eb4138b4cc..eb5a6e752e4 100644 --- a/notebook/agentchat_logging.ipynb +++ b/notebook/agentchat_logging.ipynb @@ -25,12 +25,12 @@ "output_type": "stream", "text": [ "Logging session ID: 6e08f3e0-392b-434e-8b69-4ab36c4fcf99\n", - "\u001b[33muser_proxy\u001b[0m (to assistant):\n", + "\u001B[33muser_proxy\u001B[0m (to assistant):\n", "\n", "What is the height of the Eiffel Tower? Only respond with the answer and terminate\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[33massistant\u001b[0m (to user_proxy):\n", + "\u001B[33massistant\u001B[0m (to user_proxy):\n", "\n", "The height of the Eiffel Tower is approximately 330 meters.\n", "\n", @@ -313,12 +313,12 @@ "output_type": "stream", "text": [ "Logging session ID: ed493ebf-d78e-49f0-b832-69557276d557\n", - "\u001b[33muser_proxy\u001b[0m (to assistant):\n", + "\u001B[33muser_proxy\u001B[0m (to assistant):\n", "\n", "What is the height of the Eiffel Tower? Only respond with the answer and terminate\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[33massistant\u001b[0m (to user_proxy):\n", + "\u001B[33massistant\u001B[0m (to user_proxy):\n", "\n", "The height of the Eiffel Tower is 330 meters.\n", "TERMINATE\n", @@ -328,7 +328,6 @@ } ], "source": [ - "\n", "import pandas as pd\n", "\n", "import autogen\n", diff --git a/website/docs/topics/llm-observability.md b/website/docs/topics/llm-observability.md index 4aafaf4c6d7..0c93c8e3a94 100644 --- a/website/docs/topics/llm-observability.md +++ b/website/docs/topics/llm-observability.md @@ -3,7 +3,7 @@ AutoGen supports advanced LLM observability and monitoring through partner providers. ## What is LLM Observability -AI agent observability is the ability to monitor, measure, and understand the internal states and behaviors of AI agent systems. +AI agent observability is the ability to monitor, measure, and understand the internal states and behaviors of AI agent systems. Observability is crucial for ensuring transparency, reliability, and accountability in your agent systems. @@ -41,4 +41,4 @@ Robust monitoring aids in quick identification and response to compliance violat ## Partners Autogen is currently partnered with [AgentOps](https://agentops.ai) for seamless observability integration. -[Learn how to install AgentOps](/notebook/agentchat_agentops) \ No newline at end of file +[Learn how to install AgentOps](/notebook/agentchat_agentops) diff --git a/website/docs/topics/llm_configuration.ipynb b/website/docs/topics/llm_configuration.ipynb index 51abf1f4622..c0a1b7e74a9 100644 --- a/website/docs/topics/llm_configuration.ipynb +++ b/website/docs/topics/llm_configuration.ipynb @@ -279,6 +279,7 @@ " def __deepcopy__(self, memo):\n", " return self\n", "\n", + "\n", "config_list = [\n", " {\n", " \"model\": \"my-gpt-4-deployment\",\n", From 06a5654a5e837beb1f463ec8eb81becbafe197e8 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 30 May 2024 15:03:44 -0700 Subject: [PATCH 59/75] example images in notebook --- notebook/agentchat_agentops.ipynb | 48 ++++++++++++++++++++----------- 1 file changed, 32 insertions(+), 16 deletions(-) diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index 348c417fa73..f6926615a4f 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -15,7 +15,7 @@ "id": "a447802c88c8a240", "metadata": {}, "source": [ - "\"Description\n", + "![logo](https://raw.githubusercontent.com/AgentOps-AI/agentops/35d5682866921a9e28d8ef66ae3c3b3d92d8fa6b/img/logo.png)\n", "\n", "[AgentOps](https://agentops.ai/?=autogen) provides session replays, metrics, and monitoring for AI agents.\n", "\n", @@ -27,21 +27,8 @@ "id": "b354c068", "metadata": {}, "source": [ - "### Screenshots\n", - "
\n", - " Agent Dashboard\n", - " \"Agent\n", - "
\n", - "\n", - "
\n", - " Session Statistics\n", - " \"Agent\n", - "
\n", - "\n", - "
\n", - " Session Replay\n", - " \"Agent\n", - "
\n" + "### Dashboard\n", + "![Agent Dashboard](https://github.com/AgentOps-AI/agentops/assets/14807319/158e082a-9a7d-49b7-9b41-51a49a1f7d3d)" ] }, { @@ -157,6 +144,16 @@ "The dashboard will display LLM events for each message sent by each agent, including those made by the human user." ] }, + { + "cell_type": "markdown", + "source": [ + "![Session_Overview](https://github.com/AgentOps-AI/agentops/assets/14807319/d7228019-1488-40d3-852f-a61e998658ad)" + ], + "metadata": { + "collapsed": false + }, + "id": "cbd689b0f5617013" + }, { "cell_type": "markdown", "id": "fd78f1a816276cb7", @@ -243,6 +240,25 @@ "- Each use of the `calculator` tool\n", "- Each call to OpenAI for LLM use" ] + }, + { + "cell_type": "markdown", + "source": [ + "![Session Drilldown](https://github.com/AgentOps-AI/agentops/assets/14807319/561d59f3-c441-4066-914b-f6cfe32a598c)" + ], + "metadata": { + "collapsed": false + }, + "id": "a922a52ab5fce31" + }, + { + "cell_type": "code", + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + }, + "id": "b8eed5e906597881" } ], "metadata": { From c8f8369c986ffa174eeb95808d16d4d36c5302db Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 30 May 2024 15:06:01 -0700 Subject: [PATCH 60/75] example images in docs --- website/docs/Examples.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/website/docs/Examples.md b/website/docs/Examples.md index 45c16de4571..d4f503c51ae 100644 --- a/website/docs/Examples.md +++ b/website/docs/Examples.md @@ -100,6 +100,9 @@ Links to notebook examples: - Automatically Build Multi-agent System with AgentBuilder - [View Notebook](https://github.com/microsoft/autogen/blob/main/notebook/autobuild_basic.ipynb) - Automatically Build Multi-agent System from Agent Library - [View Notebook](https://github.com/microsoft/autogen/blob/main/notebook/autobuild_agent_library.ipynb) +### Observability +- Track LLM calls, tool usage, actions and errors using AgentOps - [View Notebook](https://github.com/microsoft/autogen/blob/main/notebook/agentchat_agentops.ipynb) + ## Enhanced Inferences ### Utilities From e9ce6afaaafe447a963e4a594df2d6caed155705 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 30 May 2024 15:06:14 -0700 Subject: [PATCH 61/75] example images in docs --- website/docs/ecosystem/agentops.md | 18 ++++++++++++------ 1 file changed, 12 insertions(+), 6 deletions(-) diff --git a/website/docs/ecosystem/agentops.md b/website/docs/ecosystem/agentops.md index c64cd0530ef..76995b6eb5e 100644 --- a/website/docs/ecosystem/agentops.md +++ b/website/docs/ecosystem/agentops.md @@ -1,6 +1,6 @@ # AgentOps πŸ–‡οΈ -AgentOps Logo +![logo](https://raw.githubusercontent.com/AgentOps-AI/agentops/35d5682866921a9e28d8ef66ae3c3b3d92d8fa6b/img/logo.png) [AgentOps](https://agentops.ai/?=autogen) provides session replays, metrics, and monitoring for agents. @@ -8,17 +8,23 @@ At a high level, AgentOps gives you the ability to monitor LLM calls, costs, lat
- Session Statistics - Agent Dashboard + Session Analytics + + Session Analytics +
- Session Replay - Agent Dashboard + Session Replays + + Session Replays +
From 65b52b6bfbbea9b60216a1f654f48de799a6b800 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 30 May 2024 16:01:10 -0700 Subject: [PATCH 62/75] delete agentops ong --- website/docs/ecosystem/img/ecosystem-agentops.png | 3 --- 1 file changed, 3 deletions(-) delete mode 100644 website/docs/ecosystem/img/ecosystem-agentops.png diff --git a/website/docs/ecosystem/img/ecosystem-agentops.png b/website/docs/ecosystem/img/ecosystem-agentops.png deleted file mode 100644 index 4ae978e8df4..00000000000 --- a/website/docs/ecosystem/img/ecosystem-agentops.png +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:24f81d72e978a44f20a73961ee3ff5574aec8011d686758ebfb3495663663a21 -size 8920 From 1a34236fd823d81409529e6760949f4eb9a2f6b9 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Thu, 30 May 2024 17:32:22 -0700 Subject: [PATCH 63/75] doc updates --- website/docs/topics/llm-observability.md | 27 ++++++++++++------------ 1 file changed, 13 insertions(+), 14 deletions(-) diff --git a/website/docs/topics/llm-observability.md b/website/docs/topics/llm-observability.md index 0c93c8e3a94..95bb40d8764 100644 --- a/website/docs/topics/llm-observability.md +++ b/website/docs/topics/llm-observability.md @@ -1,6 +1,6 @@ # LLM Observability -AutoGen supports advanced LLM observability and monitoring through partner providers. +AutoGen supports advanced LLM observability and monitoring through built-in logging and partner providers. ## What is LLM Observability AI agent observability is the ability to monitor, measure, and understand the internal states and behaviors of AI agent systems. @@ -9,12 +9,12 @@ Observability is crucial for ensuring transparency, reliability, and accountabil ## Development -### Agent Development in Terminal Sucks +### Agent Development in Terminal is Limited - Lose track of what your agents did in between executions - Parsing through terminal output searching for LLM completions - Printing β€œtool called” -### Agent Development Dashboards Don't +### Agent Development Dashboards Enable More - Visual dashboard so you can see what your agents did in human-readable format - LLM calls are magically recorded - prompt, completion, timestamps for each - with one line of code - Agents and their events (including tool calls) are recorded with one more line of code @@ -26,19 +26,18 @@ Observability is crucial for ensuring transparency, reliability, and accountabil Observability and monitoring is critical to ensure AI agent systems adhere to laws and regulations in industries like finance and healthcare, preventing violations such as data breaches and privacy issues. -### Accountability and Transparency -Observability provides insights into AI decision-making, allowing organizations to explain outcomes and build trust with stakeholders. +- Insights into AI decision-making, allowing organizations to explain outcomes and build trust with stakeholders. +- Helps detect anomalies and unintended behaviors early, mitigating operational, financial, and reputational risks. +- Ensures compliance with data privacy regulations, preventing unauthorized access and misuse of sensitive information. +- Quick identification and response to compliance violations, supporting incident analysis and prevention. -### Risk Management -Monitoring helps detect anomalies and unintended behaviors early, mitigating operational, financial, and reputational risks. +## Available Observability Integrations -### Data Privacy and Security -Ensures compliance with data privacy regulations, preventing unauthorized access and misuse of sensitive information. +### Logging +- Autogen SQL Logger - [Tutorial](/docs/notebook/agentchat_logging) +- Autogen File Logger - [Tutorial](/docs/notebook/agentchat_logging) -### Incident Response and Reporting -Robust monitoring aids in quick identification and response to compliance violations, supporting incident analysis and prevention. - -## Partners +### Full-Service Partners Autogen is currently partnered with [AgentOps](https://agentops.ai) for seamless observability integration. -[Learn how to install AgentOps](/notebook/agentchat_agentops) +[Learn how to install AgentOps](/docs/notebook/agentchat_agentops) From a5ded6396dcda174709005edbc41287d94ab8962 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Fri, 31 May 2024 12:58:54 -0700 Subject: [PATCH 64/75] docs updates --- website/docs/topics/llm-observability.md | 3 +- website/docs/tutorial/tool-use.ipynb | 277 ++++++++++------------- 2 files changed, 118 insertions(+), 162 deletions(-) diff --git a/website/docs/topics/llm-observability.md b/website/docs/topics/llm-observability.md index 95bb40d8764..273b77a6e79 100644 --- a/website/docs/topics/llm-observability.md +++ b/website/docs/topics/llm-observability.md @@ -34,8 +34,7 @@ Observability and monitoring is critical to ensure AI agent systems adhere to la ## Available Observability Integrations ### Logging -- Autogen SQL Logger - [Tutorial](/docs/notebook/agentchat_logging) -- Autogen File Logger - [Tutorial](/docs/notebook/agentchat_logging) +- Autogen SQLite and File Logger - [Tutorial](/docs/notebooks/agentchat_logging) ### Full-Service Partners Autogen is currently partnered with [AgentOps](https://agentops.ai) for seamless observability integration. diff --git a/website/docs/tutorial/tool-use.ipynb b/website/docs/tutorial/tool-use.ipynb index 7b69e9c8f75..b5e21559225 100644 --- a/website/docs/tutorial/tool-use.ipynb +++ b/website/docs/tutorial/tool-use.ipynb @@ -26,49 +26,6 @@ "````" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2024-04-25T01:49:48.793710Z", - "start_time": "2024-04-25T01:49:48.299115Z" - }, - "collapsed": false - }, - "outputs": [], - "source": [ - "from autogen import config_list_from_json\n", - "\n", - "config_list = config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Optional: Install AgentOps to track your session\n", - "\n", - "```pip install agentops```" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2024-04-25T01:49:48.853246Z", - "start_time": "2024-04-25T01:49:48.760558Z" - }, - "collapsed": false - }, - "outputs": [], - "source": [ - "import agentops\n", - "\n", - "agentops.init(tags=[\"autogen-tool-use\"])" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -168,7 +125,7 @@ " system_message=\"You are a helpful AI assistant. \"\n", " \"You can help with simple calculations. \"\n", " \"Return 'TERMINATE' when the task is done.\",\n", - " llm_config={\"config_list\": config_list},\n", + " llm_config={\"config_list\": [{\"model\": \"gpt-4\", \"api_key\": os.environ[\"OPENAI_API_KEY\"]}]},\n", ")\n", "\n", "# The user proxy agent is used for interacting with the assistant agent\n", @@ -270,114 +227,114 @@ "name": "stdout", "output_type": "stream", "text": [ - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", "What is (44232 + 13312 / (232 - 32)) * 5?\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool call (call_4rElPoLggOYJmkUutbGaSTX1): calculator *****\u001b[0m\n", + "\u001B[32m***** Suggested tool call (call_4rElPoLggOYJmkUutbGaSTX1): calculator *****\u001B[0m\n", "Arguments: \n", "{\n", " \"a\": 232,\n", " \"b\": 32,\n", " \"operator\": \"-\"\n", "}\n", - "\u001b[32m***************************************************************************\u001b[0m\n", + "\u001B[32m***************************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001b[0m\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool (call_4rElPoLggOYJmkUutbGaSTX1) *****\u001b[0m\n", + "\u001B[32m***** Response from calling tool (call_4rElPoLggOYJmkUutbGaSTX1) *****\u001B[0m\n", "200\n", - "\u001b[32m**********************************************************************\u001b[0m\n", + "\u001B[32m**********************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool call (call_SGtr8tK9A4iOCJGdCqkKR2Ov): calculator *****\u001b[0m\n", + "\u001B[32m***** Suggested tool call (call_SGtr8tK9A4iOCJGdCqkKR2Ov): calculator *****\u001B[0m\n", "Arguments: \n", "{\n", " \"a\": 13312,\n", " \"b\": 200,\n", " \"operator\": \"/\"\n", "}\n", - "\u001b[32m***************************************************************************\u001b[0m\n", + "\u001B[32m***************************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001b[0m\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool (call_SGtr8tK9A4iOCJGdCqkKR2Ov) *****\u001b[0m\n", + "\u001B[32m***** Response from calling tool (call_SGtr8tK9A4iOCJGdCqkKR2Ov) *****\u001B[0m\n", "66\n", - "\u001b[32m**********************************************************************\u001b[0m\n", + "\u001B[32m**********************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool call (call_YsR95CM1Ice2GZ7ZoStYXI6M): calculator *****\u001b[0m\n", + "\u001B[32m***** Suggested tool call (call_YsR95CM1Ice2GZ7ZoStYXI6M): calculator *****\u001B[0m\n", "Arguments: \n", "{\n", " \"a\": 44232,\n", " \"b\": 66,\n", " \"operator\": \"+\"\n", "}\n", - "\u001b[32m***************************************************************************\u001b[0m\n", + "\u001B[32m***************************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001b[0m\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool (call_YsR95CM1Ice2GZ7ZoStYXI6M) *****\u001b[0m\n", + "\u001B[32m***** Response from calling tool (call_YsR95CM1Ice2GZ7ZoStYXI6M) *****\u001B[0m\n", "44298\n", - "\u001b[32m**********************************************************************\u001b[0m\n", + "\u001B[32m**********************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool call (call_oqZn4rTjyvXYcmjAXkvVaJm1): calculator *****\u001b[0m\n", + "\u001B[32m***** Suggested tool call (call_oqZn4rTjyvXYcmjAXkvVaJm1): calculator *****\u001B[0m\n", "Arguments: \n", "{\n", " \"a\": 44298,\n", " \"b\": 5,\n", " \"operator\": \"*\"\n", "}\n", - "\u001b[32m***************************************************************************\u001b[0m\n", + "\u001B[32m***************************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001b[0m\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool (call_oqZn4rTjyvXYcmjAXkvVaJm1) *****\u001b[0m\n", + "\u001B[32m***** Response from calling tool (call_oqZn4rTjyvXYcmjAXkvVaJm1) *****\u001B[0m\n", "221490\n", - "\u001b[32m**********************************************************************\u001b[0m\n", + "\u001B[32m**********************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", "The result of the calculation is 221490. TERMINATE\n", "\n", @@ -643,16 +600,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", "What is (1423 - 123) / 3 + (32 + 23) * 5?\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool call (call_Uu4diKtxlTfkwXuY6MmJEb4E): calculator *****\u001b[0m\n", + "\u001B[32m***** Suggested tool call (call_Uu4diKtxlTfkwXuY6MmJEb4E): calculator *****\u001B[0m\n", "Arguments: \n", "{\n", " \"input\": {\n", @@ -661,27 +618,27 @@ " \"operator\": \"+\"\n", " }\n", "}\n", - "\u001b[32m***************************************************************************\u001b[0m\n", + "\u001B[32m***************************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool (call_Uu4diKtxlTfkwXuY6MmJEb4E) *****\u001b[0m\n", + "\u001B[32m***** Response from calling tool (call_Uu4diKtxlTfkwXuY6MmJEb4E) *****\u001B[0m\n", "Error: Expecting value: line 1 column 29 (char 28)\n", " You argument should follow json format.\n", - "\u001b[32m**********************************************************************\u001b[0m\n", + "\u001B[32m**********************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", "I apologize for the confusion, I seem to have made a mistake. Let me recalculate the expression properly.\n", "\n", "First, we need to do the calculations within the brackets. So, calculating (1423 - 123), (32 + 23), and then performing remaining operations.\n", - "\u001b[32m***** Suggested tool call (call_mx3M3fNOwikFNoqSojDH1jIr): calculator *****\u001b[0m\n", + "\u001B[32m***** Suggested tool call (call_mx3M3fNOwikFNoqSojDH1jIr): calculator *****\u001B[0m\n", "Arguments: \n", "{\n", " \"input\": {\n", @@ -690,25 +647,25 @@ " \"operator\": \"-\"\n", " }\n", "}\n", - "\u001b[32m***************************************************************************\u001b[0m\n", + "\u001B[32m***************************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001b[0m\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool (call_mx3M3fNOwikFNoqSojDH1jIr) *****\u001b[0m\n", + "\u001B[32m***** Response from calling tool (call_mx3M3fNOwikFNoqSojDH1jIr) *****\u001B[0m\n", "1300\n", - "\u001b[32m**********************************************************************\u001b[0m\n", + "\u001B[32m**********************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool call (call_hBAL2sYi6Y5ZtTHCNPCmxdN3): calculator *****\u001b[0m\n", + "\u001B[32m***** Suggested tool call (call_hBAL2sYi6Y5ZtTHCNPCmxdN3): calculator *****\u001B[0m\n", "Arguments: \n", "{\n", " \"input\": {\n", @@ -717,25 +674,25 @@ " \"operator\": \"+\"\n", " }\n", "}\n", - "\u001b[32m***************************************************************************\u001b[0m\n", + "\u001B[32m***************************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001b[0m\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool (call_hBAL2sYi6Y5ZtTHCNPCmxdN3) *****\u001b[0m\n", + "\u001B[32m***** Response from calling tool (call_hBAL2sYi6Y5ZtTHCNPCmxdN3) *****\u001B[0m\n", "55\n", - "\u001b[32m**********************************************************************\u001b[0m\n", + "\u001B[32m**********************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool call (call_wO3AP7EDeJvsVLCpvv5LohUa): calculator *****\u001b[0m\n", + "\u001B[32m***** Suggested tool call (call_wO3AP7EDeJvsVLCpvv5LohUa): calculator *****\u001B[0m\n", "Arguments: \n", "{\n", " \"input\": {\n", @@ -744,25 +701,25 @@ " \"operator\": \"/\"\n", " }\n", "}\n", - "\u001b[32m***************************************************************************\u001b[0m\n", + "\u001B[32m***************************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001b[0m\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool (call_wO3AP7EDeJvsVLCpvv5LohUa) *****\u001b[0m\n", + "\u001B[32m***** Response from calling tool (call_wO3AP7EDeJvsVLCpvv5LohUa) *****\u001B[0m\n", "433\n", - "\u001b[32m**********************************************************************\u001b[0m\n", + "\u001B[32m**********************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool call (call_kQ2hDhqem8BHNlaHaE9ezvvQ): calculator *****\u001b[0m\n", + "\u001B[32m***** Suggested tool call (call_kQ2hDhqem8BHNlaHaE9ezvvQ): calculator *****\u001B[0m\n", "Arguments: \n", "{\n", " \"input\": {\n", @@ -771,25 +728,25 @@ " \"operator\": \"*\"\n", " }\n", "}\n", - "\u001b[32m***************************************************************************\u001b[0m\n", + "\u001B[32m***************************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001b[0m\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool (call_kQ2hDhqem8BHNlaHaE9ezvvQ) *****\u001b[0m\n", + "\u001B[32m***** Response from calling tool (call_kQ2hDhqem8BHNlaHaE9ezvvQ) *****\u001B[0m\n", "275\n", - "\u001b[32m**********************************************************************\u001b[0m\n", + "\u001B[32m**********************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", - "\u001b[32m***** Suggested tool call (call_1FLDUdvAZmjlSD7g5GFFJOpO): calculator *****\u001b[0m\n", + "\u001B[32m***** Suggested tool call (call_1FLDUdvAZmjlSD7g5GFFJOpO): calculator *****\u001B[0m\n", "Arguments: \n", "{\n", " \"input\": {\n", @@ -798,23 +755,23 @@ " \"operator\": \"+\"\n", " }\n", "}\n", - "\u001b[32m***************************************************************************\u001b[0m\n", + "\u001B[32m***************************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[35m\n", - ">>>>>>>> EXECUTING FUNCTION calculator...\u001b[0m\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[33mUser\u001b[0m (to Assistant):\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", "\n", - "\u001b[32m***** Response from calling tool (call_1FLDUdvAZmjlSD7g5GFFJOpO) *****\u001b[0m\n", + "\u001B[32m***** Response from calling tool (call_1FLDUdvAZmjlSD7g5GFFJOpO) *****\u001B[0m\n", "708\n", - "\u001b[32m**********************************************************************\u001b[0m\n", + "\u001B[32m**********************************************************************\u001B[0m\n", "\n", "--------------------------------------------------------------------------------\n", - "\u001b[31m\n", - ">>>>>>>> USING AUTO REPLY...\u001b[0m\n", - "\u001b[33mAssistant\u001b[0m (to User):\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", "\n", "The calculation result of the expression (1423 - 123) / 3 + (32 + 23) * 5 is 708. Let's proceed to the next task.\n", "TERMINATE\n", From a4e01a50bf35c78b0c6f25a5e3aa2c4493acf244 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Fri, 31 May 2024 12:59:26 -0700 Subject: [PATCH 65/75] docs updates --- website/docs/topics/llm-observability.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/topics/llm-observability.md b/website/docs/topics/llm-observability.md index 273b77a6e79..6a95d185f97 100644 --- a/website/docs/topics/llm-observability.md +++ b/website/docs/topics/llm-observability.md @@ -39,4 +39,4 @@ Observability and monitoring is critical to ensure AI agent systems adhere to la ### Full-Service Partners Autogen is currently partnered with [AgentOps](https://agentops.ai) for seamless observability integration. -[Learn how to install AgentOps](/docs/notebook/agentchat_agentops) +[Learn how to install AgentOps](/docs/notebooks/agentchat_agentops) From 5825c064f1d4a3b00d0908525335b313d2a95e96 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Fri, 31 May 2024 15:49:07 -0700 Subject: [PATCH 66/75] use agent as extra_kwarg --- autogen/oai/client.py | 4 +- notebook/agentchat_agentops.ipynb | 277 ++++++++++++++++++++++++++++-- 2 files changed, 261 insertions(+), 20 deletions(-) diff --git a/autogen/oai/client.py b/autogen/oai/client.py index 7419b0841b4..f6ca7147c67 100644 --- a/autogen/oai/client.py +++ b/autogen/oai/client.py @@ -319,6 +319,7 @@ class OpenAIWrapper: """A wrapper class for openai client.""" extra_kwargs = { + "agent", "cache", "cache_seed", "filter_func", @@ -570,7 +571,6 @@ def yes_or_no_filter(context, response): for i, client in enumerate(self._clients): # merge the input config with the i-th config in the config list full_config = {**config, **self._config_list[i]} - agent = full_config.get("agent") # separate the config into create_config and extra_kwargs create_config, extra_kwargs = self._separate_create_config(full_config) api_type = extra_kwargs.get("api_type") @@ -578,12 +578,12 @@ def yes_or_no_filter(context, response): create_config["model"] = create_config["model"].replace(".", "") # construct the create params params = self._construct_create_params(create_config, extra_kwargs) - del params["agent"] # get the cache_seed, filter_func and context cache_seed = extra_kwargs.get("cache_seed", LEGACY_DEFAULT_CACHE_SEED) cache = extra_kwargs.get("cache") filter_func = extra_kwargs.get("filter_func") context = extra_kwargs.get("context") + agent = extra_kwargs.get("agent") total_usage = None actual_usage = None diff --git a/notebook/agentchat_agentops.ipynb b/notebook/agentchat_agentops.ipynb index f6926615a4f..293efa8e4bd 100644 --- a/notebook/agentchat_agentops.ipynb +++ b/notebook/agentchat_agentops.ipynb @@ -74,10 +74,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "f31a28d20a13b377", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2024-05-31T22:48:27.679318Z", + "start_time": "2024-05-31T22:48:26.192071Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "πŸ–‡ AgentOps: \u001B[34m\u001B[34mSession Replay: https://app.agentops.ai/drilldown?session_id=8bfaeed1-fd51-4c68-b3ec-276b1a3ce8a4\u001B[0m\u001B[0m\n" + ] + }, + { + "data": { + "text/plain": "UUID('8bfaeed1-fd51-4c68-b3ec-276b1a3ce8a4')" + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "import agentops\n", "\n", @@ -110,10 +131,47 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "66d68e66e9f4a677", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2024-05-31T22:48:32.813123Z", + "start_time": "2024-05-31T22:48:27.677564Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001B[33magent\u001B[0m (to user):\n", + "\n", + "How can I help you today?\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[33muser\u001B[0m (to agent):\n", + "\n", + "2+2\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33magent\u001B[0m (to user):\n", + "\n", + "2 + 2 equals 4.\n", + "\n", + "--------------------------------------------------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "πŸ–‡ AgentOps: This run's cost $0.000960\n", + "πŸ–‡ AgentOps: \u001B[34m\u001B[34mSession Replay: https://app.agentops.ai/drilldown?session_id=8bfaeed1-fd51-4c68-b3ec-276b1a3ce8a4\u001B[0m\u001B[0m\n" + ] + } + ], "source": [ "import agentops\n", "\n", @@ -165,10 +223,202 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "3498aa6176c799ff", - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2024-05-31T22:48:35.808674Z", + "start_time": "2024-05-31T22:48:32.813225Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "πŸ–‡ AgentOps: \u001B[34m\u001B[34mSession Replay: https://app.agentops.ai/drilldown?session_id=880c206b-751e-4c23-9313-8684537fc04d\u001B[0m\u001B[0m\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "What is (1423 - 123) / 3 + (32 + 23) * 5?\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "\u001B[32m***** Suggested tool call (call_aINcGyo0Xkrh9g7buRuhyCz0): calculator *****\u001B[0m\n", + "Arguments: \n", + "{\n", + " \"a\": 1423,\n", + " \"b\": 123,\n", + " \"operator\": \"-\"\n", + "}\n", + "\u001B[32m***************************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[32m***** Response from calling tool (call_aINcGyo0Xkrh9g7buRuhyCz0) *****\u001B[0m\n", + "1300\n", + "\u001B[32m**********************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "\u001B[32m***** Suggested tool call (call_prJGf8V0QVT7cbD91e0Fcxpb): calculator *****\u001B[0m\n", + "Arguments: \n", + "{\n", + " \"a\": 1300,\n", + " \"b\": 3,\n", + " \"operator\": \"/\"\n", + "}\n", + "\u001B[32m***************************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[32m***** Response from calling tool (call_prJGf8V0QVT7cbD91e0Fcxpb) *****\u001B[0m\n", + "433\n", + "\u001B[32m**********************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/braelynboynton/Developer/agentops/autogen/autogen/agentchat/conversable_agent.py:2489: UserWarning: Function 'calculator' is being overridden.\n", + " warnings.warn(f\"Function '{tool_sig['function']['name']}' is being overridden.\", UserWarning)\n", + "/Users/braelynboynton/Developer/agentops/autogen/autogen/agentchat/conversable_agent.py:2408: UserWarning: Function 'calculator' is being overridden.\n", + " warnings.warn(f\"Function '{name}' is being overridden.\", UserWarning)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "\u001B[32m***** Suggested tool call (call_CUIgHRsySLjayDKuUphI1TGm): calculator *****\u001B[0m\n", + "Arguments: \n", + "{\n", + " \"a\": 32,\n", + " \"b\": 23,\n", + " \"operator\": \"+\"\n", + "}\n", + "\u001B[32m***************************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[32m***** Response from calling tool (call_CUIgHRsySLjayDKuUphI1TGm) *****\u001B[0m\n", + "55\n", + "\u001B[32m**********************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "\u001B[32m***** Suggested tool call (call_L7pGtBLUf9V0MPL90BASyesr): calculator *****\u001B[0m\n", + "Arguments: \n", + "{\n", + " \"a\": 55,\n", + " \"b\": 5,\n", + " \"operator\": \"*\"\n", + "}\n", + "\u001B[32m***************************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[32m***** Response from calling tool (call_L7pGtBLUf9V0MPL90BASyesr) *****\u001B[0m\n", + "275\n", + "\u001B[32m**********************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "\u001B[32m***** Suggested tool call (call_Ygo6p4XfcxRjkYBflhG3UVv6): calculator *****\u001B[0m\n", + "Arguments: \n", + "{\n", + " \"a\": 433,\n", + " \"b\": 275,\n", + " \"operator\": \"+\"\n", + "}\n", + "\u001B[32m***************************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[35m\n", + ">>>>>>>> EXECUTING FUNCTION calculator...\u001B[0m\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\u001B[32m***** Response from calling tool (call_Ygo6p4XfcxRjkYBflhG3UVv6) *****\u001B[0m\n", + "708\n", + "\u001B[32m**********************************************************************\u001B[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "The result of the calculation is 708.\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[33mUser\u001B[0m (to Assistant):\n", + "\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001B[31m\n", + ">>>>>>>> USING AUTO REPLY...\u001B[0m\n", + "\u001B[33mAssistant\u001B[0m (to User):\n", + "\n", + "TERMINATE\n", + "\n", + "--------------------------------------------------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "πŸ–‡ AgentOps: This run's cost $0.001800\n", + "πŸ–‡ AgentOps: \u001B[34m\u001B[34mSession Replay: https://app.agentops.ai/drilldown?session_id=880c206b-751e-4c23-9313-8684537fc04d\u001B[0m\u001B[0m\n" + ] + } + ], "source": [ "from typing import Annotated, Literal\n", "\n", @@ -250,15 +500,6 @@ "collapsed": false }, "id": "a922a52ab5fce31" - }, - { - "cell_type": "code", - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - }, - "id": "b8eed5e906597881" } ], "metadata": { From f40916a9c928f3e650b2517ef9227f803f701137 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 3 Jun 2024 18:37:31 -0700 Subject: [PATCH 67/75] add logging tests --- autogen/logger/file_logger.py | 2 +- test/agentchat/test_agent_file_logging.py | 36 +++++++++++++++++++++-- test/test_logging.py | 24 +++++++++++++++ 3 files changed, 59 insertions(+), 3 deletions(-) diff --git a/autogen/logger/file_logger.py b/autogen/logger/file_logger.py index 02e92b22976..abdb99c90a0 100644 --- a/autogen/logger/file_logger.py +++ b/autogen/logger/file_logger.py @@ -209,7 +209,7 @@ def log_new_client( def log_function_use(self, source: Union[str, Agent], function: F, args: Dict[str, Any], returns: Any) -> None: """ - Log an event from an agent or a string source. + Log a registered function(can be a tool) use from an agent or a string source. """ thread_id = threading.get_ident() diff --git a/test/agentchat/test_agent_file_logging.py b/test/agentchat/test_agent_file_logging.py index 9b930ba4ac9..8477542191e 100644 --- a/test/agentchat/test_agent_file_logging.py +++ b/test/agentchat/test_agent_file_logging.py @@ -3,6 +3,7 @@ import sys import tempfile import uuid +from typing import Callable, Any import pytest @@ -49,8 +50,19 @@ def test_log_chat_completion(logger: FileLogger): is_cached = 0 cost = 0.5 start_time = "2024-05-06 15:20:21.263231" - - logger.log_chat_completion(invocation_id, client_id, wrapper_id, request, response, is_cached, cost, start_time) + agent = autogen.AssistantAgent(name="TestAgent", code_execution_config=False) + + logger.log_chat_completion( + invocation_id=invocation_id, + client_id=client_id, + wrapper_id=wrapper_id, + request=request, + response=response, + is_cached=is_cached, + cost=cost, + start_time=start_time, + source=agent + ) with open(logger.log_file, "r") as f: lines = f.readlines() @@ -63,6 +75,26 @@ def test_log_chat_completion(logger: FileLogger): assert log_data["is_cached"] == is_cached assert log_data["cost"] == cost assert log_data["start_time"] == start_time + assert log_data["source_name"] == "TestAgent" + assert isinstance(log_data["thread_id"], int) + + +@pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows") +def test_log_function_use(logger: FileLogger): + source = autogen.AssistantAgent(name="TestAgent", code_execution_config=False) + func = Callable[..., Any]() + args = {'foo': 'bar'} + returns = True + + logger.log_function_use(source=source, function=func, args=args, returns=returns) + + with open(logger.log_file, "r") as f: + lines = f.readlines() + assert len(lines) == 1 + log_data = json.loads(lines[0]) + assert log_data["source_name"] == "TestAgent" + assert log_data["input_args"] == json.dumps(args) + assert log_data["returns"] == json.dumps(returns) assert isinstance(log_data["thread_id"], int) diff --git a/test/test_logging.py b/test/test_logging.py index d824cc91400..7d5a7ea8166 100644 --- a/test/test_logging.py +++ b/test/test_logging.py @@ -1,6 +1,7 @@ import json import sqlite3 import uuid +from typing import Callable, Any from unittest.mock import Mock, patch import pytest @@ -84,6 +85,7 @@ def get_sample_chat_completion(response): "is_cached": 0, "cost": 0.347, "start_time": get_current_ts(), + "agent": autogen.AssistantAgent(name="TestAgent", code_execution_config=False) } @@ -115,6 +117,28 @@ def test_log_completion(response, expected_logged_response, db_connection): assert row["is_cached"] == sample_completion["is_cached"] assert row["cost"] == sample_completion["cost"] assert row["start_time"] == sample_completion["start_time"] + assert row["source_name"] == "TestAgent" + + +def test_log_function_use(db_connection): + cur = db_connection.cursor() + + source = autogen.AssistantAgent(name="TestAgent", code_execution_config=False) + func = Callable[..., Any]() + args = {'foo': 'bar'} + returns = True + + autogen.runtime_logging.log_function_use(agent=source, function=func, args=args, returns=returns) + + query = """ + SELECT source_id, source_name, function_name, args, returns, timestamp + FROM function_calls + """ + + for row in cur.execute(query): + assert row["source_name"] == "TestAgent" + assert row["args"] == json.dumps(args) + assert row["returns"] == json.dumps(returns) def test_log_new_agent(db_connection): From 21f209f42c17969d14d52f47b75d7cb5f6ccaaa8 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 3 Jun 2024 18:52:14 -0700 Subject: [PATCH 68/75] pass function properly --- test/agentchat/test_agent_file_logging.py | 5 ++++- test/test_logging.py | 6 +++++- 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/test/agentchat/test_agent_file_logging.py b/test/agentchat/test_agent_file_logging.py index 8477542191e..faa2595401b 100644 --- a/test/agentchat/test_agent_file_logging.py +++ b/test/agentchat/test_agent_file_logging.py @@ -20,6 +20,9 @@ is_windows = sys.platform.startswith("win") +def test_function(param1: str, param2: int) -> Any: + return param1 * param2 + @pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows") @pytest.fixture def logger() -> FileLogger: @@ -82,7 +85,7 @@ def test_log_chat_completion(logger: FileLogger): @pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows") def test_log_function_use(logger: FileLogger): source = autogen.AssistantAgent(name="TestAgent", code_execution_config=False) - func = Callable[..., Any]() + func: Callable[[str, int], Any] = test_function args = {'foo': 'bar'} returns = True diff --git a/test/test_logging.py b/test/test_logging.py index 7d5a7ea8166..6e50e978a60 100644 --- a/test/test_logging.py +++ b/test/test_logging.py @@ -62,6 +62,10 @@ """ ) + +def test_function(param1: str, param2: int) -> Any: + return param1 * param2 + ############################################################### @@ -124,7 +128,7 @@ def test_log_function_use(db_connection): cur = db_connection.cursor() source = autogen.AssistantAgent(name="TestAgent", code_execution_config=False) - func = Callable[..., Any]() + func: Callable[[str, int], Any] = test_function args = {'foo': 'bar'} returns = True From 5adb842a0a1f5ae6c70417297700c9de8b971847 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 3 Jun 2024 21:34:25 -0700 Subject: [PATCH 69/75] create table --- autogen/logger/sqlite_logger.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/autogen/logger/sqlite_logger.py b/autogen/logger/sqlite_logger.py index 20f02512c75..f53b23da58a 100644 --- a/autogen/logger/sqlite_logger.py +++ b/autogen/logger/sqlite_logger.py @@ -120,6 +120,18 @@ class TEXT, -- type or class name of cli """ self._run_query(query=query) + query = """ + CREATE TABLE IF NOT EXISTS function_calls ( + source_id INTEGER, + source_name TEXT, + source_name TEXT, + args TEXT DEFAULT NULL, + returns TEXT DEFAULT NULL, + timestamp DATETIME DEFAULT CURRENT_TIMESTAMP + ); + """ + self._run_query(query=query) + current_verion = self._get_current_db_version() if current_verion is None: self._run_query( From 7ec6657fd4cc3c83b66d8a709bdfcacabf9dda4f Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 3 Jun 2024 21:43:19 -0700 Subject: [PATCH 70/75] dummy function name --- autogen/logger/sqlite_logger.py | 1 + test/agentchat/test_agent_file_logging.py | 4 ++-- test/test_logging.py | 4 ++-- 3 files changed, 5 insertions(+), 4 deletions(-) diff --git a/autogen/logger/sqlite_logger.py b/autogen/logger/sqlite_logger.py index f53b23da58a..73e297c8f80 100644 --- a/autogen/logger/sqlite_logger.py +++ b/autogen/logger/sqlite_logger.py @@ -51,6 +51,7 @@ def start(self) -> str: client_id INTEGER, wrapper_id INTEGER, session_id TEXT, + source_name TEXT, request TEXT, response TEXT, is_cached INEGER, diff --git a/test/agentchat/test_agent_file_logging.py b/test/agentchat/test_agent_file_logging.py index faa2595401b..63eef67eb1c 100644 --- a/test/agentchat/test_agent_file_logging.py +++ b/test/agentchat/test_agent_file_logging.py @@ -20,7 +20,7 @@ is_windows = sys.platform.startswith("win") -def test_function(param1: str, param2: int) -> Any: +def dummy_function(param1: str, param2: int) -> Any: return param1 * param2 @pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows") @@ -85,7 +85,7 @@ def test_log_chat_completion(logger: FileLogger): @pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows") def test_log_function_use(logger: FileLogger): source = autogen.AssistantAgent(name="TestAgent", code_execution_config=False) - func: Callable[[str, int], Any] = test_function + func: Callable[[str, int], Any] = dummy_function args = {'foo': 'bar'} returns = True diff --git a/test/test_logging.py b/test/test_logging.py index 6e50e978a60..414b285790a 100644 --- a/test/test_logging.py +++ b/test/test_logging.py @@ -63,7 +63,7 @@ ) -def test_function(param1: str, param2: int) -> Any: +def dummy_function(param1: str, param2: int) -> Any: return param1 * param2 ############################################################### @@ -128,7 +128,7 @@ def test_log_function_use(db_connection): cur = db_connection.cursor() source = autogen.AssistantAgent(name="TestAgent", code_execution_config=False) - func: Callable[[str, int], Any] = test_function + func: Callable[[str, int], Any] = dummy_function args = {'foo': 'bar'} returns = True From e01ca4d6f2687fe515609d4f1d97b7a192da7129 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 3 Jun 2024 22:07:29 -0700 Subject: [PATCH 71/75] log chat completion source name --- autogen/logger/file_logger.py | 1 + autogen/logger/sqlite_logger.py | 6 +++--- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/autogen/logger/file_logger.py b/autogen/logger/file_logger.py index abdb99c90a0..da8d395889f 100644 --- a/autogen/logger/file_logger.py +++ b/autogen/logger/file_logger.py @@ -85,6 +85,7 @@ def log_chat_completion( "start_time": start_time, "end_time": get_current_ts(), "thread_id": thread_id, + "source": source.name, } ) diff --git a/autogen/logger/sqlite_logger.py b/autogen/logger/sqlite_logger.py index 73e297c8f80..a23f2facf9a 100644 --- a/autogen/logger/sqlite_logger.py +++ b/autogen/logger/sqlite_logger.py @@ -125,7 +125,6 @@ class TEXT, -- type or class name of cli CREATE TABLE IF NOT EXISTS function_calls ( source_id INTEGER, source_name TEXT, - source_name TEXT, args TEXT DEFAULT NULL, returns TEXT DEFAULT NULL, timestamp DATETIME DEFAULT CURRENT_TIMESTAMP @@ -226,8 +225,8 @@ def log_chat_completion( query = """ INSERT INTO chat_completions ( - invocation_id, client_id, wrapper_id, session_id, request, response, is_cached, cost, start_time, end_time - ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + invocation_id, client_id, wrapper_id, session_id, request, response, is_cached, cost, start_time, end_time, source_name + ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) """ args = ( invocation_id, @@ -240,6 +239,7 @@ def log_chat_completion( cost, start_time, end_time, + source.name ) self._run_query(query=query, args=args) From 6f30c850e094e614c09b427f779ec2130777dd81 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 3 Jun 2024 23:00:00 -0700 Subject: [PATCH 72/75] safe serialize --- autogen/logger/file_logger.py | 16 +++++++++++++--- autogen/logger/sqlite_logger.py | 14 ++++++++++++-- 2 files changed, 25 insertions(+), 5 deletions(-) diff --git a/autogen/logger/file_logger.py b/autogen/logger/file_logger.py index da8d395889f..965245bef33 100644 --- a/autogen/logger/file_logger.py +++ b/autogen/logger/file_logger.py @@ -26,6 +26,16 @@ __all__ = ("FileLogger",) +def safe_serialize(obj): + def default(o): + if hasattr(o, "to_json"): + return o.to_json() + else: + return f"<>" + + return json.dumps(obj, default=default) + + class FileLogger(BaseLogger): def __init__(self, config: Dict[str, Any]): self.config = config @@ -85,7 +95,7 @@ def log_chat_completion( "start_time": start_time, "end_time": get_current_ts(), "thread_id": thread_id, - "source": source.name, + "source_name": source.name, } ) @@ -223,8 +233,8 @@ def log_function_use(self, source: Union[str, Agent], function: F, args: Dict[st "agent_class": source.__class__.__name__, "timestamp": get_current_ts(), "thread_id": thread_id, - "input_args": json.dumps(args), - "returns": json.dumps(returns), + "input_args": safe_serialize(args), + "returns": safe_serialize(returns), } ) self.logger.info(log_data) diff --git a/autogen/logger/sqlite_logger.py b/autogen/logger/sqlite_logger.py index a23f2facf9a..4f634f33ae1 100644 --- a/autogen/logger/sqlite_logger.py +++ b/autogen/logger/sqlite_logger.py @@ -28,6 +28,16 @@ F = TypeVar("F", bound=Callable[..., Any]) +def safe_serialize(obj): + def default(o): + if hasattr(o, "to_json"): + return o.to_json() + else: + return f"<>" + + return json.dumps(obj, default=default) + + class SqliteLogger(BaseLogger): schema_version = 1 @@ -344,8 +354,8 @@ def log_function_use(self, source: Union[str, Agent], function: F, args: Dict[st id(source), source.name if hasattr(source, "name") else source, function.__name__, - json.dumps(args), - json.dumps(returns), + safe_serialize(args), + safe_serialize(returns), get_current_ts(), ) self._run_query(query=query, args=query_args) From 7ce5af0d64cc724bcd890bf6a66152d7e7c2e3d5 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 3 Jun 2024 23:10:46 -0700 Subject: [PATCH 73/75] test fixes --- autogen/logger/sqlite_logger.py | 1 + test/test_logging.py | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/autogen/logger/sqlite_logger.py b/autogen/logger/sqlite_logger.py index 4f634f33ae1..42809712957 100644 --- a/autogen/logger/sqlite_logger.py +++ b/autogen/logger/sqlite_logger.py @@ -135,6 +135,7 @@ class TEXT, -- type or class name of cli CREATE TABLE IF NOT EXISTS function_calls ( source_id INTEGER, source_name TEXT, + function_name TEXT, args TEXT DEFAULT NULL, returns TEXT DEFAULT NULL, timestamp DATETIME DEFAULT CURRENT_TIMESTAMP diff --git a/test/test_logging.py b/test/test_logging.py index 414b285790a..0335894ee92 100644 --- a/test/test_logging.py +++ b/test/test_logging.py @@ -109,7 +109,7 @@ def test_log_completion(response, expected_logged_response, db_connection): query = """ SELECT invocation_id, client_id, wrapper_id, request, response, is_cached, - cost, start_time FROM chat_completions + cost, start_time, source_name FROM chat_completions """ for row in cur.execute(query): From b019d940df8745712cbf0bbb760bd6e6356c5c3f Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 3 Jun 2024 23:19:25 -0700 Subject: [PATCH 74/75] formatting --- autogen/logger/sqlite_logger.py | 2 +- test/agentchat/test_agent_file_logging.py | 7 ++++--- test/test_logging.py | 9 +++++---- 3 files changed, 10 insertions(+), 8 deletions(-) diff --git a/autogen/logger/sqlite_logger.py b/autogen/logger/sqlite_logger.py index 42809712957..7704a3638fd 100644 --- a/autogen/logger/sqlite_logger.py +++ b/autogen/logger/sqlite_logger.py @@ -250,7 +250,7 @@ def log_chat_completion( cost, start_time, end_time, - source.name + source.name, ) self._run_query(query=query, args=args) diff --git a/test/agentchat/test_agent_file_logging.py b/test/agentchat/test_agent_file_logging.py index 63eef67eb1c..1818b85fa9d 100644 --- a/test/agentchat/test_agent_file_logging.py +++ b/test/agentchat/test_agent_file_logging.py @@ -3,7 +3,7 @@ import sys import tempfile import uuid -from typing import Callable, Any +from typing import Any, Callable import pytest @@ -23,6 +23,7 @@ def dummy_function(param1: str, param2: int) -> Any: return param1 * param2 + @pytest.mark.skipif(is_windows, reason="Skipping file logging tests on Windows") @pytest.fixture def logger() -> FileLogger: @@ -64,7 +65,7 @@ def test_log_chat_completion(logger: FileLogger): is_cached=is_cached, cost=cost, start_time=start_time, - source=agent + source=agent, ) with open(logger.log_file, "r") as f: @@ -86,7 +87,7 @@ def test_log_chat_completion(logger: FileLogger): def test_log_function_use(logger: FileLogger): source = autogen.AssistantAgent(name="TestAgent", code_execution_config=False) func: Callable[[str, int], Any] = dummy_function - args = {'foo': 'bar'} + args = {"foo": "bar"} returns = True logger.log_function_use(source=source, function=func, args=args, returns=returns) diff --git a/test/test_logging.py b/test/test_logging.py index 0335894ee92..c6f7a182c5c 100644 --- a/test/test_logging.py +++ b/test/test_logging.py @@ -1,7 +1,7 @@ import json import sqlite3 import uuid -from typing import Callable, Any +from typing import Any, Callable from unittest.mock import Mock, patch import pytest @@ -66,6 +66,7 @@ def dummy_function(param1: str, param2: int) -> Any: return param1 * param2 + ############################################################### @@ -89,7 +90,7 @@ def get_sample_chat_completion(response): "is_cached": 0, "cost": 0.347, "start_time": get_current_ts(), - "agent": autogen.AssistantAgent(name="TestAgent", code_execution_config=False) + "agent": autogen.AssistantAgent(name="TestAgent", code_execution_config=False), } @@ -129,13 +130,13 @@ def test_log_function_use(db_connection): source = autogen.AssistantAgent(name="TestAgent", code_execution_config=False) func: Callable[[str, int], Any] = dummy_function - args = {'foo': 'bar'} + args = {"foo": "bar"} returns = True autogen.runtime_logging.log_function_use(agent=source, function=func, args=args, returns=returns) query = """ - SELECT source_id, source_name, function_name, args, returns, timestamp + SELECT source_id, source_name, function_name, args, returns, timestamp FROM function_calls """ From 7255090a74c4eae3557afd7ab94039af3a2a4054 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 3 Jun 2024 23:53:09 -0700 Subject: [PATCH 75/75] type checks --- autogen/logger/file_logger.py | 13 +++++++++---- autogen/logger/sqlite_logger.py | 14 ++++++++++---- 2 files changed, 19 insertions(+), 8 deletions(-) diff --git a/autogen/logger/file_logger.py b/autogen/logger/file_logger.py index 965245bef33..15b2c457e42 100644 --- a/autogen/logger/file_logger.py +++ b/autogen/logger/file_logger.py @@ -26,10 +26,10 @@ __all__ = ("FileLogger",) -def safe_serialize(obj): - def default(o): +def safe_serialize(obj: Any) -> str: + def default(o: Any) -> str: if hasattr(o, "to_json"): - return o.to_json() + return str(o.to_json()) else: return f"<>" @@ -82,6 +82,11 @@ def log_chat_completion( Log a chat completion. """ thread_id = threading.get_ident() + source_name = None + if isinstance(source, str): + source_name = source + else: + source_name = source.name try: log_data = json.dumps( { @@ -95,7 +100,7 @@ def log_chat_completion( "start_time": start_time, "end_time": get_current_ts(), "thread_id": thread_id, - "source_name": source.name, + "source_name": source_name, } ) diff --git a/autogen/logger/sqlite_logger.py b/autogen/logger/sqlite_logger.py index 7704a3638fd..fb66c893b0c 100644 --- a/autogen/logger/sqlite_logger.py +++ b/autogen/logger/sqlite_logger.py @@ -28,10 +28,10 @@ F = TypeVar("F", bound=Callable[..., Any]) -def safe_serialize(obj): - def default(o): +def safe_serialize(obj: Any) -> str: + def default(o: Any) -> str: if hasattr(o, "to_json"): - return o.to_json() + return str(o.to_json()) else: return f"<>" @@ -234,6 +234,12 @@ def log_chat_completion( else: response_messages = json.dumps(to_dict(response), indent=4) + source_name = None + if isinstance(source, str): + source_name = source + else: + source_name = source.name + query = """ INSERT INTO chat_completions ( invocation_id, client_id, wrapper_id, session_id, request, response, is_cached, cost, start_time, end_time, source_name @@ -250,7 +256,7 @@ def log_chat_completion( cost, start_time, end_time, - source.name, + source_name, ) self._run_query(query=query, args=args)
Agent Dashboard - Agent Dashboard + + Agent Dashboard +