From 9465a6df004f60241e352e5865f73920fb5a8c12 Mon Sep 17 00:00:00 2001 From: rmarrugat Date: Thu, 2 Jan 2025 17:14:02 +0100 Subject: [PATCH 1/4] feature: Added STT Streaming Graphical User Interface to help visualize the accumulated transcript. --- cli-client/helpers/csr_gui.py | 128 ++++++++++++++++++++++++++++++++++ requirements.txt | 1 + 2 files changed, 129 insertions(+) create mode 100644 cli-client/helpers/csr_gui.py diff --git a/cli-client/helpers/csr_gui.py b/cli-client/helpers/csr_gui.py new file mode 100644 index 0000000..300c536 --- /dev/null +++ b/cli-client/helpers/csr_gui.py @@ -0,0 +1,128 @@ +import os +from rich.live import Live +from rich.panel import Panel +from rich.layout import Layout +from rich.padding import Padding +from rich.console import Console, RenderableType +from rich.progress import Progress, TextColumn, BarColumn, TimeRemainingColumn + +GUI_NUM_REFRESH_PER_SECOND = 4 +GUI_PARTIAL_RESULT_TAG = "" +GUI_FINAL_RESULT_TAG = "" +GUI_PROGRESS_BAR_TASK_DESCRIPTION_RUNNING = "Sending streaming audio messages" +GUI_PROGRESS_BAR_TASK_DESCRIPTION_FINISHED = "[bold green]All audio sent successfully!" + + +class CsrGUI: + def __init__(self): + self.__init_gui_layout() + self.__set_logging_panel() + self.__set_transcript_panel() + self.__set_progress_bar() + + def __init_gui_layout(self): + self._layout = Layout(name="root") + self._layout.split( + Layout(name="status", ratio=3), + Layout(name="transcript", minimum_size=10), + ) + self._layout["status"].split_column( + Layout(name="progress", size=3), + Layout(name="logging"), + ) + + def __set_logging_panel(self) -> RenderableType: + self._logging_console = LogPanel() + logging_panel = Panel(self._logging_console, title="Logs", border_style="green") + self._layout["logging"].update(logging_panel) + + def __set_transcript_panel(self) -> RenderableType: + self._transcript_console = TranscriptPanel() + transcript_panel = Panel(self._transcript_console, title="Transcript", border_style="blue", padding=(2, 2)) + self._layout["transcript"].update(transcript_panel) + + def __set_progress_bar(self) -> RenderableType: + self._progress_bar = Progress( + TextColumn("{task.description}", justify="right"), + BarColumn(bar_width=None), + TextColumn("{task.completed} / {task.total} samples"), + "[progress.percentage]({task.percentage:>3.1f}%)", + TimeRemainingColumn(), + ) + progress_panel = Padding(self._progress_bar, pad=(1, 1)) + self._layout["progress"].update(progress_panel) + + def start(self): + self._screen = Live(self._layout, refresh_per_second=GUI_NUM_REFRESH_PER_SECOND, screen=False) + self._screen.start(refresh=True) + + def stop(self): + self._screen.stop() + + def start_progress_bar_task(self, total_audio_samples: int): + self._streaming_task = self._progress_bar.add_task( + GUI_PROGRESS_BAR_TASK_DESCRIPTION_RUNNING, total=total_audio_samples + ) + + def advance_progress_bar(self, advance: int): + if not self._progress_bar.finished: + self._progress_bar.update(self._streaming_task, advance=advance) + if self._progress_bar.finished: + self._progress_bar.update(self._streaming_task, description=GUI_PROGRESS_BAR_TASK_DESCRIPTION_FINISHED) + self._screen.refresh() + + def add_partial_transcript(self, transcript: str): + self._transcript_console.print(GUI_PARTIAL_RESULT_TAG, end='') + self._transcript_console.print(transcript, end='') + self._screen.refresh() + + def add_final_transcript(self, transcript: str): + self._transcript_console.print(GUI_FINAL_RESULT_TAG, end='') + self._transcript_console.print(transcript) + self._screen.refresh() + + +class LogPanel(Console): + def __init__(self, *args, **kwargs): + console_file = open(os.devnull, 'w') + super().__init__(record=True, file=console_file, *args, **kwargs) + self.stored_logs = [] + + def __rich_console__(self, console, options): + logs = self.export_text(clear=True) + clean_logs = [log for log in logs.split('\n') if log] + total_logs = self.stored_logs + clean_logs + self.stored_logs = total_logs[-options.height:] + for line in self.stored_logs: + yield line + + +class TranscriptPanel(Console): + def __init__(self, *args, **kwargs): + console_file = open(os.devnull, 'w') + super().__init__(record=True, file=console_file, *args, **kwargs) + self.stored_transcripts = [] + self.in_partial_line = False + self.last_partial_line = "" + + def __rich_console__(self, console, options): + temporary_transcripts = [] + transcripts = self.export_text(clear=True) + + for line in transcripts.split('\n'): + if GUI_FINAL_RESULT_TAG in line: + final_line = line.split(GUI_FINAL_RESULT_TAG)[-1] + self.stored_transcripts.append(final_line) + self.last_partial_line = "" + self.in_partial_line = False + elif GUI_PARTIAL_RESULT_TAG in line: + temporary_line = line.split(GUI_PARTIAL_RESULT_TAG)[-1] + temporary_transcripts.append(temporary_line) + self.last_partial_line = temporary_line + self.in_partial_line = True + + if self.in_partial_line and len(temporary_transcripts) == 0: + temporary_transcripts = [self.last_partial_line] + + total_transcripts = self.stored_transcripts + temporary_transcripts + yield "".join(total_transcripts)[-(options.height * options.max_width):] \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index b6bc6ce..f8e8447 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,3 +3,4 @@ grpcio-tools==1.57.0 requests==2.31.0 pyjwt==2.8.0 pause==0.3 +rich==13.9.4 From e49a3a41e9a186dc9af996f87dbee4e7dc504685 Mon Sep 17 00:00:00 2001 From: rmarrugat Date: Thu, 2 Jan 2025 17:16:10 +0100 Subject: [PATCH 2/4] feature: Added '--gui' parameter to the CLI arguments. --- cli-client/helpers/common.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/cli-client/helpers/common.py b/cli-client/helpers/common.py index 4ab1ba8..23a5b8e 100644 --- a/cli-client/helpers/common.py +++ b/cli-client/helpers/common.py @@ -98,7 +98,7 @@ def parse_tts_command_line() -> SynthesizerOptions: def retrieve_token(options: SynthesizerOptions) -> str: - logging.info("Reading Speech Center JWT token from %s ...", options.token_file) + logging.info("Reading Speech Center JWT token from %s...", options.token_file) if options.client_id: return SpeechCenterCredentials.get_refreshed_token(options.client_id, options.client_secret, options.token_file) else: @@ -130,6 +130,7 @@ def __init__(self): self.inactivity_timeout = False self.asr_version = None self.label = None + self.gui = False self.client_id = None self.client_secret = None @@ -185,6 +186,7 @@ def parse_csr_commandline() -> RecognizerOptions: required=False, default=5.0) parser.add_argument('--asr-version', choices=['V1', 'V2'], help='Selectable asr version', required=True) parser.add_argument('--label', help='Label for the request', required=False, default="") + parser.add_argument('--gui', help='Enables GUI mode', required=False, default=False, action='store_true') credential_group = parser.add_argument_group( 'credentials', @@ -210,6 +212,7 @@ def parse_csr_commandline() -> RecognizerOptions: options.inactivity_timeout = float(args.inactivity_timeout) options.asr_version = args.asr_version options.label = args.label + options.gui = args.gui if args.inline_grammar: options.grammar = VerbioGrammar(VerbioGrammar.INLINE, args.inline_grammar) From 7d0188c01b5f9b9814f36ea87cf0310bb04f7a59 Mon Sep 17 00:00:00 2001 From: rmarrugat Date: Thu, 2 Jan 2025 17:18:05 +0100 Subject: [PATCH 3/4] feature: Initialize GUI and monitor CSRClient activity through it. --- cli-client/helpers/csr_client.py | 22 ++++++++++++++++++++- cli-client/recognizer_stream.py | 33 +++++++++++++++++++++++++++----- 2 files changed, 49 insertions(+), 6 deletions(-) diff --git a/cli-client/helpers/csr_client.py b/cli-client/helpers/csr_client.py index 76ae7cf..29a466e 100644 --- a/cli-client/helpers/csr_client.py +++ b/cli-client/helpers/csr_client.py @@ -2,6 +2,7 @@ import pause import logging import datetime +from typing import Optional sys.path.insert(1, '../proto/generated') import threading @@ -9,6 +10,7 @@ from concurrent.futures import ThreadPoolExecutor import recognition_streaming_request_pb2 +from helpers.csr_gui import CsrGUI from helpers.common import split_audio from helpers.audio_importer import AudioImporter from helpers.common import VerbioGrammar, RecognizerOptions @@ -16,7 +18,7 @@ class CSRClient: - def __init__(self, executor: ThreadPoolExecutor, stub, options: RecognizerOptions, audio_resource: AudioImporter, token: str): + def __init__(self, executor: ThreadPoolExecutor, stub, options: RecognizerOptions, audio_resource: AudioImporter, token: str, gui: Optional[CsrGUI]): self._executor = executor self._stub = stub self._resources = audio_resource @@ -34,6 +36,7 @@ def __init__(self, executor: ThreadPoolExecutor, stub, options: RecognizerOption self._diarization = options.diarization self._hide_partial_results = options.hide_partial_results self._label = options.label + self._gui = gui self._messages = None def _close_stream_by_inactivity(self): @@ -45,6 +48,19 @@ def _start_inactivity_timer(self, inactivity_timeout: float): self._inactivity_timer.start() def _print_result(self, response): + if self._gui: + self._print_result_in_gui(response) + else: + self._print_result_in_logs(response) + + def _print_result_in_gui(self, response): + transcript = response.result.alternatives[0].transcript + if response.result.is_final: + self._gui.add_final_transcript(transcript) + elif not self._hide_partial_results: + self._gui.add_partial_transcript(transcript) + + def _print_result_in_logs(self, response): if response.result.is_final: transcript = "New incoming FINAL response:\n" \ f'\t"transcript": "{response.result.alternatives[0].transcript}",\n' \ @@ -96,6 +112,8 @@ def wait_for_response(self) -> bool: return True def __message_iterator(self): + if self._gui: + self._gui.start_progress_bar_task(total_audio_samples=self._resources.n_samples) for message_type, message in self._messages: logging.info("Sending streaming message " + message_type) get_up_time = datetime.datetime.now() @@ -103,6 +121,8 @@ def __message_iterator(self): sent_audio_samples = len(message.audio) // self._resources.sample_width sent_audio_duration = sent_audio_samples / self._resources.sample_rate get_up_time += datetime.timedelta(seconds=sent_audio_duration) + if self._gui: + self._gui.advance_progress_bar(advance=sent_audio_samples) yield message pause.until(get_up_time) logging.info("All audio messages sent") diff --git a/cli-client/recognizer_stream.py b/cli-client/recognizer_stream.py index 24025dc..4d27fa3 100755 --- a/cli-client/recognizer_stream.py +++ b/cli-client/recognizer_stream.py @@ -1,41 +1,64 @@ #!/usr/bin/env python3 import sys import logging +from typing import Optional +from rich.logging import RichHandler sys.path.insert(1, '../proto/generated') import grpc import recognition_pb2_grpc from concurrent.futures import ThreadPoolExecutor +from helpers.csr_gui import CsrGUI from helpers.csr_client import CSRClient from helpers.audio_importer import AudioImporter from helpers.grpc_connection import GrpcConnection from helpers.common import retrieve_token, parse_csr_commandline, RecognizerOptions -def process_recognition(executor: ThreadPoolExecutor, channel: grpc.Channel, options: RecognizerOptions, access_token: str): +def process_recognition(executor: ThreadPoolExecutor, channel: grpc.Channel, options: RecognizerOptions, access_token: str, gui: Optional[CsrGUI]): audio_resource = AudioImporter(options.audio_file, options.convert_audio) stub = recognition_pb2_grpc.RecognizerStub(channel) - client = CSRClient(executor, stub, options, audio_resource, access_token) + client = CSRClient(executor, stub, options, audio_resource, access_token, gui) client.send_audio() client.wait_for_response() logging.info("Recognition finished") +def init_gui() -> CsrGUI: + gui = CsrGUI() + logging_handler = RichHandler( + console=gui._logging_console, + show_time=False, + show_level=False, + show_path=False + ) + logging.basicConfig( + level=logging.INFO, + format='[%(asctime)s][%(levelname)s]:%(message)s', + handlers=[logging_handler], + force=True + ) + gui.start() + return gui + + def run(options: RecognizerOptions): - logging.info("Connecting to %s", command_line_options.host) + gui = init_gui() if options.gui else None access_token = retrieve_token(command_line_options) grpc_connection = GrpcConnection(options.secure_channel, options.client_id, options.client_secret, access_token) with grpc_connection.open(options.host) as grpc_channel: executor = ThreadPoolExecutor() - future = executor.submit(process_recognition, executor, grpc_channel, options, access_token) + future = executor.submit(process_recognition, executor, grpc_channel, options, access_token, gui) future.result() + if gui: + gui.stop() + if __name__ == '__main__': logging.basicConfig(level=logging.INFO, format='[%(asctime)s][%(levelname)s]:%(message)s') - logging.info("Running speechcenter streaming...") command_line_options = parse_csr_commandline() command_line_options.check() run(command_line_options) From 6b2c33b2973cde8994e4bbe2213965ebbd4e98f8 Mon Sep 17 00:00:00 2001 From: rmarrugat Date: Thu, 2 Jan 2025 17:19:17 +0100 Subject: [PATCH 4/4] chore: Document new GUI mode in README. --- README.md | 25 ++++++++++++++++++++++--- img/STT_gui.png | Bin 0 -> 91060 bytes 2 files changed, 22 insertions(+), 3 deletions(-) create mode 100644 img/STT_gui.png diff --git a/README.md b/README.md index aa1c817..d71c94c 100644 --- a/README.md +++ b/README.md @@ -62,11 +62,11 @@ Speech Center allows to easily convert an audio resource into its associated tex Speech recognition CLI will retrieve an audio file stored locally and send it through streaming to Speech Center's GRPC interface. To run the client please run the `recognizer_stream.py` from the `cli-client` directory. An example transcription request is shown below, all the flags are then detailed. -**Example for streaming** +**Example for CLI** ```shell cd cli-client/ -python3 recognizer_stream.py --audio-file file.wav --topic GENERIC --language en-US --host us.speechcenter.verbio.com --token token.file --asr-version V1 --label project1 +python3 recognizer_stream.py --audio-file file.wav --topic GENERIC --language en-US --host us.speechcenter.verbio.com --token token.file --asr-version V2 --label project1 --formatting ``` You can use the `--help`command for more options. @@ -75,7 +75,7 @@ This code will generate the following terminal output on success: ```text [2023-04-04 12:28:29,078][INFO]:Running speechcenter streaming channel... [2023-04-04 12:28:29,079][INFO]:Reading Speech Center JWT token from token.file... -[2023-04-04 12:28:29,080][INFO]:Connecting to pre.us.verbiospeechcenter.com using a secure channel... +[2023-04-04 12:28:29,080][INFO]:Connecting to us.speechcenter.verbio.com using a secure channel... [2023-04-04 12:28:29,082][INFO]:Dividing audio of length 1022720 into 52 chunks of 20000 samples... [2023-04-04 12:28:29,083][INFO]:Sending streaming message config [2023-04-04 12:28:29,083][INFO]:Running response watcher @@ -92,10 +92,21 @@ This code will generate the following terminal output on success: "duration": 4.460000 [2023-04-04 12:28:35,412][INFO]:Stream inactivity detected, closing stream... [2023-04-04 12:28:35,413][INFO]:Recognition finished +``` + +**Example for CLI with GUI** +Alternatively, you can use the `--gui` parameter to active the GUI mode: +```shell +cd cli-client/ +python3 recognizer_stream.py --audio-file file.wav --topic GENERIC --language en-US --host us.speechcenter.verbio.com --token token.file --asr-version V2 --label project1 --formatting --gui ``` +This code will generate the following terminal output on success: + +![Real-Time Speech-to-Text GUI](img/STT_gui.png) + You can also run: ```shell python3 recognizer_stream.py --help @@ -242,6 +253,14 @@ This option allows for a one word argument to be sent so that the speech transcr - **Argument must be the same each time for the same project. If there is a typo another project will be created.** - **There is no limit on the amount of projects that can be created.** +#### GUI Mode + +``` +--gui +``` + +This option enables GUI mode. Check out the **Example for CLI with GUI** above to understand the differences between the standard and the GUI modes. + ## Text-To-Speech diff --git a/img/STT_gui.png b/img/STT_gui.png new file mode 100644 index 0000000000000000000000000000000000000000..f66dab3e81ab2621e83f186594d8953f4135d9ad GIT binary patch literal 91060 zcmdqIWl$u|_wP9j?(WjVFu1$B4Gx35ySu~S4ucQYxVyW%ySux)_VWDXe{XEueY3AN zwj;VLsw=hfWLBQ@`Bs>`tT-YZ9^98NUl1jJiv0TW1-$X|+YSTu`Hwp2kMZXL!cj;< z3FhyfVBzw_XQy(Pqa0-|0FAV_|b&dCvy z|C2Y=Le5|Ff2sgNH2xN)mm#@uyfuPbSB~|f+T#-l9nKklb1N!&X#x2Gd z9xmj|;&PP~dAw%vsm1J?dOgatp{YWmbU>TGkd*|~QaZ#*D;1Fdv$?EzIA*y%M~k+gIY#t@E75|5;*DS(v?*9mc>+*CA79wCH#*0FOt~efJ=Q9F?HDo4v!6c07(T`%zy$Mq~}7-RxNu9 zmn(PwE4*TlIrEXvMQ1TItpP?&!^iO5A~}e8>T$?``*p-q+RId|z2w zl1JBp%{HP&Jef@L&7A{9?QC$R@7e*)bLPgHAJA{d)J0V>+qu=2`+xdYTr_GT75D3%$lK>R94# zALPO_obX=B=SQpJ96E(!q}@!5O((S`+rMXb(*HQ`BFD{G5Luv2(A)8 z+D+z}Qnnlu9~2NC{t&Ykn&guiezl}3^-uK$lD<2Z96#rg?FVQGh)*7)=TKWfw}i0d zWj%RgDWfcvSZJqmc{+5IV#bC`PRDYh91#5MoboWjnA{fU?`x^Z@_Z8TYR;@yXO}Ku zR9=<5Q3!K>CYz|>cO3hBoI_})r^B% zK-D@b(5pL<8y0m|Q2hvGhWtuM*S}iHKXO-Dg_UZny8o}ym@u*{MKi+-tH9n_D%-I} zkM4}cd_7QP9%sX2&$`+%b85sCW|hB%)lZTxx0U zaP=3+b{|?vuEifHry{Nt6h!n%eMUkbLt?Db1;u5)V-Jp`=FvyJD&xbJ$_sJ+ENhu( zJtcpwJu!>W#k;$>%r2@N%0)w$1TYrkJ zgU=mCYOIioww?x(cK@w|Xn|sJAD`9+^m1)LPkC(i++jr5KrtzNHI=?9eQ33ziot1Z*X4LGE+QW5UT{50Nxdq`%xR_NKg zP?qXCmkjU?+&7IjAex@506CQh3SmaI6|Jlwd*VRk$jxw{wf*ijX3pueTLMC&cYy5^ubN2Rh`zV7N=iY71F#hU2&=B)+1;LdE!n%QdWU)PNl!dVg!14(6y z4)4V~?DB7XG{rfQ9 znB~_j)j3aIY7Pi@cnWUx@WQp$J?$NRYs)@fWQCdO@(SEgGPIsv`Z-?x{jaI~WnL-%-!3*EM(kh9M(+=b;Pgw+RpUxAIni5vD zi>bGEg~E}b82h~mS)~|Hm#G9=JfzJ?XUNQ~vgB5&Vzhjflz>e_K(umkQl^KulF4J7 z=O=q@u3<6uE*ccc3ZkZPhg7Q_X=vY>34kHL?{o7YTF6mjamDe|fNL-U&rQOYfi%`7 zTIi)~Q+SBEwx@|d=Ht5UJN?`u6*hNnhQZ#TQ&n&gHdTO{)#49otR6q;HKNV|(OWIZ z2nbS^18a)i;)!;29miaFPmeREZ!}^H4m)z2W0|_rCMW6T7`VTIf;W8ptdpmLmX96_ zn7B(PjfKumL}~07qTmTfE_D&iYW&uu`rsQ|5el+=`0o%>Yxmda|WZg%I8gz!??{I4>8C#w+t`luDz=ALyH_k z>?W7k-3rVokbN@4ZECa+=CZQev2->o&lssrlrqM4TvJr6^yD*bE=Uw9EQC*rpo%+w z5KL&|;u-92wpA`+GME`e^h&@Hp_`B0$?qHID`sJ$>6Zs6mWtQK4kB6VwrDn9iC-W^ zBUpnW@N~?dEriT05e?(XML(xhQzP-t2)w&Oi=}0|wJcRlyg*5%3TDZABaq(fAry$9 zo2kL~!fI%-Bp`E)?>V+4Ij2iQHi~6XyxBmqG6F1v!^iO>8hw6%d15sv+ShyB5D9fc zSYbJ(g>Pg-1|2p};ROohG}r2j1*AUp2vGhUe1DcL4Rb=A4O@W{E5u!TaIqtJXv(GU1W zMd=_(TuBu#-vbf%ONHk2w7#F`Z%Dz6_J^u_5|K zSGSh*v*tU7ZLGP3@F2;82U2au0^XiHUrF-67ETD$lEkOX?SU>8;!1e|T>7LmqZDH1 zn8FEg>fOMW`i3mmN{*TjuS8bN$t`N)0 z!>&xt2F@d=Ww(|3@~9TN=CX73v!%M&{)s4z`xw2&6;>KO%t!5wKOER)^bv%ScjGkb z9dPtj7NTFhZYbH2FMF{q5B^vijO2^x4h&^Gt8;yL=zyAOhE@`Om)~mvn{Ny(J{aOz z){R=nSscN;O8pedWe9ez55CoT^RdN`sOoxH(?~2Ih_^m(>w{G5V z_f(DXlBGfs+|%8h0gUwikVAo9cwbd!cuub{CL~AiF85#H_zI3_84k??$vXS{WgFt8 zWXUD{>=Yg2&cq(WwNm2Sn!`}pT2-2FO)Swq#d+7=SDKC)ub5_QqI^1yGJI{YUyfDS z2_{(=L)|6f+sO90L4K@@A}V6A3+18|jM)%$7E(T5d=1v>OYA24wA{rdi?E`Kep7fD z>t0LdCWVCSa0DIcOH=Z-ZBr}|ym{fa-8MNB1tLM&oS0YpJ8H^qYTr!wqKZGRQ;Qsx z>reA$s%$0&t+mnHB{2N*x%^sO5Y_{%lOLzH=CAZAnY!fVZ{N|D;E4NRnc%RmSF9Uv zL^BSY+P7UU{@##9cBD-cT&2=wgmLjrpCgDKNNH>fUK)XPCiAi8;!RE*6+#zLpV1(a)u^-Gh=o?|WL!=p7 z?-J5tfoo5T_!^;pNYG82O&9LPe=T)Q7TshtN0Ht4CGCV`;yEeU_*lGYk(we1PvbOv z28Y5^b!*8p=Q-WRm@soBmyi|0mxMbwXX|n`Y^?)&qigfi0UPYDRW^Y-4VZCf~mV)Q8>*2Q2G(x)K`{O6rsDdPo=dwI?Wvl^CVr3QY-g|&MUID(9-m@#b zzB%KQhUkthMs%eVM2Bp>{ltbpvuMb>u7f&mAk73POV{kX8r7Qv^S3IHP`L0W=hfkK z2ajCS1YUP!KcjN07~?Yk!HJeT9_F_)GKrW zQmXF=K{H#3ycu&&;F?Mp*;E+n+{`D-`f8?Yedw7NBDsuFj%OpdaDA)v-milj(qrFuS6P!yL*9C^ z*Xj0aM(IqS0`=Fbj}3utPv9#1xLFJPE!gCY6(4YX>2H9fGa7-Yvz`p}0lOzh&qoIr5M^i=PKO~)|y0KXCY`l@%s^ZKs z7|i~y`v|oN-5*53F(rJa=Ozya)*nP<0WIhET$^TcQygtfD4bu&6?OFUD=M5DuUfoA z73sd7)O8L{)}UwtkaCqiD-qJ&rLL-GktPIFpKQE3kaNm93*&G{Eya(P5#RGfUpGqZ z%RD%ROI>ObTy3>cQi6-#y4jmPCK>0DYC|@aOWjq?cbfb~9gSZRl9i86Nz zsPcl8R09?-KtU>xIznSzt_k;5m{&8}3q&0ZPneA-`7VKR8fxm9C@hMe29n0RO<>N9 z2gH4@v48+H223pgrUx;NG&G~KhRe``W{9q5hqa5yuTj{n9~y#6#<0OxdTv<>4}Gl8 zyR&4;weIU#T7;nU&bb1#3~SX7BSTKFR{63ceWbge+%3CS?pZA;Lg_S6!C)nLeQN`) z@qI>SYt_68ufCgQh~_f_`3#&XT7+{$11u%mB<_pd#z3)cvV|XR_KOuVMQ~yd9t-CR zp_eX1`o_-``iIl`^*tB$_(*FkLoAv+?Vbx{=P{60Wi^RXrt%;NhoufPGFyJmIDDH_ z>0hI(IF2&!GsE@uxYy-`KfL)9&2Lq!S@pTo7Hx?8HSLK%Na^kS`;o6BQqtIposXx8 zv1sk_xkm?o1p_iSzo^0xhm6O6g~eY!sg&`8C#U3gt*Kq>)b^}J_9nZiUNKIJ6;%0> zW9=N^#xkm}e$*;4jcIT$W1rAoKp|tUr!aJXncZiU8h{~Wg>5JJ6Z?eF#bD5iFMKAU zB71yE^$wp>5<H1O)Q9@z!jqJGJAoVzIU{X{rS`?Yhqe)v~q{93*wIg!6k;<0wM1l!C_9W>C8fGIZ z+rfP&8!+k~4Fgw^+Z*gusUF5C+E_^_iB^bgWxtTTP#7m+7>v)s&LQRR1-n3m3%Kr~ zGg*@_co%cHiYcyf#Oyfl)BR5%r3;FBHjrP{%7zbmTzE@>=ys0nuxpr!&=;o?bVhgzvvtDh_lxGuHdS{2$*Y&ubVAdHax?V}LaJZ|Q+qmkCz3u9V4h()!*0Q3VrKK;HM= ztl28)<}4#zkc|v6ycU*z^HRK~k_Q1-ReU)tn8zdGMAvz(TH1jiqP3v)>vefj zZ9{9cLIB2x43d21B8*twu>MBx?GOck5f}1oE!NMt%X!Vkm`nxRm=A;SxX=F~-VcP+2pNU>^V?8yCEI-d<>^H$i2o~wC)I_hr~l}o6YVL7`pJCx z>zTr)a@o^lOfMi`Z@C5gbwl7dZ%ytP(IZ_YVGQBy^^vAGhEztl64M{`LZI=q2p4h* z4GsyY%o2Z~R)lox7K)x1Jcq+mDP>^a`gSq;-Uf6lsTV<}+6& zbOyVu#tcpo46yt~Tr%oMbSx56m0U1P*VDp_uW9o<0#Q})GHn^0a9}!LeKtz{-d3T% z92;WcoF(2m)uWWK_LTtiV|!%})}T2Q&IVts2%L8$2-QNAlBTc0hMkxie$*csQR)|x zN+)EmwQ!7+9>@GlE8*pEe`;|y1=3eSi=1WFvb32hOn-$+tPT!tNfWFIhsH_On}}*P z?IVSTnf)&+;H0G}ng$yRNgM#V44FvCth{|ax%qE>;Y24ir>5ZfSum>$GuF8`EG935 zpFU4LynvuBK}2N(Bq=NUU`1~X%wJ1S^BJlY*EUj$Sk~*sx~#KR@uAKjahrftKLutq zTBY6w6F{_+yF&$v5CJx6uu8J_=si1v!PVAj^UjXT9F;~ddnNB=h*T{ygjABF&2IZ7 zX!IQ1bCyY~f4z--5wQ&jtnf{Fe$;V7xM8O?X>UYLUbCZa+;BoX48GKRcq(-Fb+jr#HO1LS19p)1b3K(lluwkpgMT2%3L~Yoyh876kV|XbB>Ir!NrfHsJGe z;i--H_Y6f|I(9nEMS#)m+H*}Jz!S+h{|s&^bUNC;tTTjm3)}7mThi~piTSX3z2n(> zwU;|dl*SG&B*GTadd&D<$=kGDdsLjw!?~KES$@2w_@YI~<3H>b@UeZQu*Kv#@b@RZ zU^DLB$g6l=!>@W}_vw0*U0=6Y>hO5$Uy@I6m~clb`= zs!q0|A{Q1PYQRWjesgNc0Ql z9J$F^wwgndRT|Hu#O$&#mk^d>&LO=G07#1k0pETxp;x(CX4SW%=%!&EZ9tse9vJZNe78g- zt>M%Ngg!kXRdak7JaqI(a`sBN<#tVSWD`oKq#;hw+Dwg8Lwub)g znA`{r2`|AWGHcFQvEeG6wykveq8pZeDnJx zZlSxoXI_-+xer%^{^e*(;k$Y9rzzcSX!KFNVl%6#?k+spg0O{QoqwPt88*9|1Xb#;cY{UxoTxhqjQW{dc%!^*dsI zGi*f?lr!hn`GoCkhN?v44bigeOj2vUsG%C8|AqQ!q_F;f%L)JAkk0gejJpTgVZv2} z&V8jt(SKMexzPX4M(>qW1^!`u=fy5>hiqASG7v4R0uqzG9Ztv->m9ZL2(dPXFpysTE5Ez0f| za)6Y&${B10SMwv#cgOm3??NnVC@Jw}Z~!4)Do&7@3M7ys{9R3M@x`nmAG7vUWE5f?5BJLsvb30F}m-t`R9mirvfoEQ1q_Q0`CKl%<6yG&|O z$aYm0))3)8LlFvI6QRHg{o%3yU4C97s{@=Vyy{3mma$}8AfjFsn0YZ6mk@lKEEDM6 z3|()cExGd3=^wP7FwQ2M@?R}L;Xwj~cX64P+CNwH1S_|N7Lhs(aPTamk@FeQ4}(`Q zG8PjItN{-MFm*-Z64J2I%ggyv;kUK+7e&JM$tG@*-fFiPcP)%&7SFjuRDKhPuur#D zCT@bNj0WpRScDPeb~kA>pJk`(|J!b8P~C#-_Ww|uw5vDq|LiL`Rs(H>x8{KXWo0Ow zaEnshn|zj{NSbNz*u0hwY0$1gyzHJ6L z8-J~!{kN8YT=HM0Z^{Vne2(>fQ6*0LQC}M7YPF2+KkFX&6+rI<`_B|MNSoPB^$QH3svg9Ap&MVHAx2-B;O!?cRr1GONzalkk7$rYU{> z&5wVI`KP|VW10Vbrv9U1u>U?6eAjjhW^;iS=1_9#P$0inckGLdjBG)@I1wsLiRy&U z9Oim)?EkK`xNk*n_&Ko=mG$i`v-^)yXmpz6jHy*?toGp!cxSacu0Gq^0Pk+meN*FY zNjjP|ZsbHgsvlOe&1Y7kUC3$4Oh?G~Cju{o0BtQe-IG2O^nrhgY)c8IQI){3Q%TUn znqgRMq6yw~g0lH8q#-t(9SxUZ2BM(b;nEWDYOk6-(~FZFdnR!|p1piFo;JYx_(0e7 ze)V3^u5m}>;!pQnP{ zqXZclq-E71n7DBGO+283hv^!Yibv|lsmOHVtilNn*#8M0d0@_Rtx zPkdcuCSUs4pf4GqOcCXri|Voe&2&Zat{mTQHfNW1NN=%)|M}qk@mb%o8};>gID4yP zHq=8u)(wBYZy;%_6S*X=ohW(D2hga!oKnCj`}NuUObrB`*})YQRBZZTXz}@EW!#(C z)|xLTb=KmmakbUk9(#P&n;?TLaRaYr!5v~o_o%vx&bJz#E@8XXD@Me5xRxFmNPZ=p zb9~*2^0Y%s(m!`I}adHU=#(41+km{B(_@^TJwMh6W{SPAbSUAmaT+$_U;Ak*GVA zIC*L+Kh8&sP&LS!J$r`BQuFDi8}-eCpCeb{dyC!TElH?$OQd#zFSJZusYa4<4ss$4 zore>goXhHPo$7^&z6VD}Fi+QCiQQ}D)->A(h}!oj%8`izn5wxeyD;nlQuWmQpD;F$1Ng2bT+F-OzI&ZkR$aiTuXuEs!iacP5PKZ$BToj<_< z0ocM-VcXkH;PIH(t-j8>b+*JNH!imil>+km*eLW3Vve?Ww%Ye1ZSsUbxr>8&{s_B% zmfakE!{^CWdmLfFR)`{68?Mo~cU&6!3F=aHl;Z0T9C%u>wuuOKyfNQLNU};P@fb6a z)rsuA{mc&Z%MycPUqpKECx{G(gX`zC*`>e6#0BoAT%t?Y8L1=y@)%$bvK)eOb?x1& zY_TitWT%7iavBs-40M@FSqOB63bl$P#lz84vdqpxHz0>M<4p$z z6<4o{JntJ`HwbDi3c1^5hd2(_%sxK8_^BygUlJI4gji?L7vlfAr7KD?-**ee`+@Yw zp1GeNipj&8A0a*7d=rfu&J(d!+%uvKel^&9GX`x+VkGmh|8`Ml#$`VSIE>1{B~rBT z-yltDRWN~;TmM#3yy^)U6=)Y)s*|sTTvTYSQ-_ZOB6k9wJ*WI=VWDI?Jrn&F>-Jh3 z*_GEH41ayI1xUDmE@a^h2#Jw|5dHva^!Tv-w|om&*pKF76p_bCtJJ{ zmN;F0v^QV;dEld(q!N|4j%e7F>&vde8rd_n*0ae>c6)GF4?UnAb}{Z-z#~uz#R^mZ zGAyGr3793jUO-;GI-{Rj{yRFzGZaeA^^3kwc%;C4iRMp3XUX(?3d^HJOF}vHBduE` zU(7_W=TFb?M-Gd%Ya6wk_m<-5Cdhwk4Iv#jy`zw^^9guHEsOh~8`pY^z}7hmRba&I z*(kXitG3<`pY+Uu&9yTYh$}8;q1AV|WM0qW>RIivtRMoF%xQXtmzku#`RFcvj6XHk z^c|kIaI+xV&hG^`d@PAj`1KQjp&|YEBfQN&c(R0Y6FLiC9~dz{&F5W$NS258Ue~LN zb4WpN+SGqhBk37a$8&lv1a+y$hM| zuD;CmXAY~`f)WahE%P3IA_CRR@~p^2^f( za{F%-;PNoV>hO(8V;A1}l~mK`X4s}xJ}Z(vP;K4Vx#?bPFR)2gEKN<`Jh3BeHIXB? zU|pyZN}(YJQV6Uq#73uGT_s98R33+^V4*rTZ=fG%)3kln((WiEAvkN;SjC| zHuJ-g01V-v%=SJ0*5u>h?Z<#sXh)y|Jwl$NAv+)y(dM4Vh0NIC*c~^SU8nDi5VK52 zL5tS^}J3<`q$m>lxyYZUg-2t?8o89}w|%@l)A+vlbgWf?LHYUL)tt|-xfF@G9;Esu>v@5o;y0Fs zRbqo_S@4YIM(nkH99TT;QHgr0H3SeV+!=cME3Q72V1^ z2ijbLhwDFrOjOs0Gi=*r=9;$Ku5G9FQ%XcK_=6X9F68uHzomyoJYp4_@0C>x%>W!NE zKS60nb$h}p#t?Q376R6da4m$I=5v^9YUw}3rX~5_H$6IVI3p+c<;pl>%h~DQ+uyb} zKUk&l+&-;H&}kfp=0iJgp9rnwPg-iQoVCcf8Kgg~O$_5j$ge7Kw(T75keTJi;KpR5 z1W5Q~Mh7$Pr07oIqVELd`K1i(lE&nI3N?Mf0W!11tX~(A%EYGQw?^7k0;d)$p7WIj zG3{i8divdg(cEPQV~onNwFo2{&FpD=d2tH@GZW(DR(L^LvevlLZ+CO|G#YIL^jDWI z>=`DTlR<}~OpbDFb4R_ji~ZHRvzl%;D-Sblt0c`T0Jka{#kRNC2a-0_4;n-MwDI}~ zAH9dN%O~f3KBP)uY)1;|sOmPPO8L*>M^U`Pd9R*f(ja< z-tRdF+;H87B{oETMEHD21U@=4&en<{br<}?JtQ>lz~Qk#pz>E%ICzR2D7Mn5r&vX| zOEEy^8dE~0l}e<)R*B1eOV~%TJ8mOVsNt))u)FyS5{usR2;mZ*ceiz;&WLHLNxb{F z>HslS{=o?3dJ_E`Z61E=?XDY83I1$}x$1MBIKCpY^&~Vy%~G{FNkj%dqTW)i zi|V4ajo6+}O;?`PxdQmZhHh;mbFVw;9VX{k3EX>Vx{_SQ8MZVN&sg{m zwb8x!JZ>6!9Nrs$hnK2YdLZ})hUol_WcH<~q}$A#kqq(dJUADum$Jn#FJ#!Q0F%~o zewtg>@{TUI7%gc-E{$Hf)37-@+pQ$`$=U%g;#w~4+6;m94Ci{nHRN3G@zt znv5|Sk?WmimG^?gSXFAfWg3mP$gDt^@%71EW|!GsC@r{E7nOLEaxZ;jZ43?>b0U-% zEI#oxRbjheqjNhG$9f<1pD)SDr`_HS0q(EX_|>z;6y`H03>EqsO)En4=c`#44OjP3 ze7fB8N6`ob-rVnWX0ld)g%qNp3l)jS6rf9x@ z4YHyc-!a#hJ6ts8mUUAHD%7Re0ttF1?GI-PH@{T)x|229z60cV9~dp8UH)`u_RZ`U zuepfgr)nHl4Tu0t(tgG(a0A)uSr&ZnxVyEG%1x6W(3pM{Z)pdx&W{p0hx?UwU;h0rVRT3N9S( zh>MG=qy`jvJX}2a&mtCja{dFl5$=Mm@#Z8CRfNthoUxMbNBdf17BEAi0aY>z2Rj@n z=Yf|cBA;slBPL76+0yKVl)o#n*)@r-dzfx>Y44utMn`G73$}w>j z+i|WZc5rGarksc=y;|xYl$5M1yW7U^?s?52=svF(ic!9CWyNIx9V&c^iOmB-T^7ayrMsS|08E|$d&7w(bAzt#QqjOjJyP>82 zBJ(iJ&VlIxgxceWb|h$Bc-N2q#wtcDF3w?OJxE({`tiCq9+`pndWvxI>M*_p%tE`u z(;jX2q;jiw7^FWu@pW#9ZjDoateZJMSb;5@1+@*@TTDlMmNG5tD;71@SBScj6Y7i{ z-qB~D69=ES3o4zrJxbuGS_hvTa4y~Cr;n5G4Sn!3C5~q!qZKFB+IYludjaw z5Ga&-P@piYHrMY-#rI9$Vzr3jQF!olt1z1H!erzHlvh%;e`30~|0g8zPqg=uPSfu} zK8LHb+T@uFZhQ|Lmp`5MCWM}y94|oUqr$qp=do+uo-Kt*JI@~QHjr)eJi9Vq0eQ%B zLvlx6wk6j9tT*qF+NXQMqx_Vvi5}E{w_U9&j`se#yT-gdlr=V_GugrmcfCGAQg-$# z4a*%vSB~jYxo)>*f}gmrXumB9Ngj^?=Td1p-w8_k(5wgUITX&0EexiYP@Xoe_JfWW!82eCq(gTbzQW!!~KT{%B_z{7c>a^q{wI z3b2g#Y^6DapNxMn*}c8V_bezdS()okRc!gkN?)U0T#X|+_vrg-ed8G!_ku}ZqsyPW zccp@H-TsBZb1R+JAdJiImZSsp(Pr&bf(M+ua5u_pJQOS!Jx_$-2JWzRF~Xf)OVwv= z=WouO)M(BY>}9@phu=#7M-#y6=xs(81?&i-#l>2AI1xMt9qN7~@#XZbyq_%r>2U?C z@W6a7_u;*(11vgdy{|KFH^6AKKx@FVANRGEwhaTpH5L|gzba~Uk>J?MCeFL5W zR*LsvXVY_)fS_KD%%83PtTjY3sRz5`a{8{pgKNuaRFFiMf}rv2wm0v8n?dLu#N9nx)*Cyi1A!r-|J~@dGH=LL-icCV;}Bj2E9d zoj3XVXnC#b)dCm2*n#bv?Z7v(O{Q3O;X+1B`>&i}Q9>Rg25|pHEVUj=zOxMv(+aT!LJ&a$wk}3t z<$&F~u*SS)#&N*a$nL}QEnh{KEK4|FnmdNOB(k#?irkZd>~zBixq(Wrmv#9K0!ARY zH{fbjHjzwqt=oD$?%8LJhY1mhH{(dkWFx|LmwjXV`5Ju)-xE30=H~Azk{okzSOef* zV9vfI$x#2GF{@+-hPWg@9(%2X)qI@{OS7BBT;H>e_t#HvqM&_Ps z^+wQ(S`}4R`@mi@k%O13IvV&yylZVULd@{<96l$649_7#AL>hCcp2ODE^cs=p_ST< zdf)cpBV7I(w%sY(9E%13vy#DU`%vBM3L(d-+oCvg6Ll4E7+m~DGzgpM^z7B1%Xe+T zZ=)N-c<*|W+R&ZrkxwkrGfFV_Pop7eZKhi=G8W&i^GHI-R1#>v5xV43xJH}M{diEVhX zHu5osnk5TKxG<&pdIh+{$4lC#D~h&h@@;=`&)_hgh*dNfB9p9t#z|Mz8C~J&AmI?0 zosopDb=zKNoN@+{wywh(bFd1l%oj%A-aLioKMfnM8P{h8!8`8sL`?7AB(BbZORoKy z@AOeuGOI8)t|BMtt-FUXUsGu3vNPUm)sE>GC{ra_X@)rz+%7XuwDUE1eVrfJICql5t4WGsVf81UOaWKD|g||Wq>t>AnUE++yyCcJw4G?Zk zaumB>CU1YX+(X$|*7_iC_P7iXw@qG>D|aMO>?9O^nDut|^1<8?lZ`UIYTaaHJ3J=I z9R7!k!PtjG;Ag75r)Wk*g#N{wn?i81CFTqgU$YhqwdlrL%n%d~wi7<(@$q_bWCPB0 zEd+COAr$6hiM1fb&ow4hC&yRvq&a^szUq7~uW_GWS%l^Zj zcFN>~M&thbB5r62s+AYjBmY0l@?Y%g|MUVbrlOG9ye$Iq+SI`hKJF?!h5zAF?<9RG zvJa0I*>C}xpONNCqwA4G8qI&9D2B_F3+0a~d*TVn{~L%Z?Y*ScLVOfdJm(s1{tsZH z6qiABxM=tKc(rZgZ`(h<4zSFb$Vrv&F<-RB0iP(j5%XBf&N&MpW*8dpk40jn63mo^xnAi#|r$%U?EPkkM`j&)>&E zTDhJVM!dYX9vykYCt0vsoCq}a=sm2xC}UK<45hMAaiXD;Vi?_83ah&I{;ikZR&E^y zfU61GIUTlTFqE-bc2h5&ePGkRhFoDv1hO zb460dw-DCziElzHpKQJn>#i>%X+9%EEHJxo{p?uE%?*4s+@Y77_84|td%KD;I{Lyk z;d=(HQ_7rZd66Mpk^ReZO38%R;UfE4Z|nJ7fzI>oafa#qzWM3Fv+2DA-i!c}Q)2Y# zxOdp=&Ge?53v#+*Wa-q!a44gT-D!{^b4WP2^L>&Fwgm&TMLO zF_zJt=O9y(RR5#a1QG#uhWFtJ_nc|;?NZ_8?Fxk3jF<#bGdY^z(xP7T#p+0CcLj<-W(>-h&;!v5zR-l(bQU&Fw8>6bG)nmP801bE zZPO7TDarRmNPQ%=G!zl($B#Wy;b;tZd4tP4+KTdC4h~N&HuR3d-cu^6l8Y7iS-RT4 zvUBIBBE0XqRXOio;;BE*2FG`4CberR)vmki5Xa67w))x_Y3?P)GEpR^OY4&EOPtLX zl87?On(B>NG-U&Gq5S@g*x}o&g(KtMPb~{K;uatr&#LcsH2)XBxfp04)iys z)9e2DcmfHt8i8df^UxgsCeQ4^Jd9r&(m%TRgC=&N?2mRlY%o0~Z1ASDi32gN+jAU{ zgYT+#c4lJTJO*>1zE+0h6xshC?)9j;eIp_|$w?(^g;#NMNfT%t+x*M4l5s0{-)tAm z4|kAVx8F{Tj(ffo-Lfx=W|P@(xr^uWJaEuJ-tEt3c)*xrs9mC5S5T&aB=JbM({9hH z>7C<{IV2?ko>i4MoLmukwjK?|T86S4@Z`FQr*he@(KU!rZGGNncL=O=E)sM%WW|+0 zhJ7+;n|)jpR5nZYyG7DX2a}KAWAy{VPsSUr<0D_H*A1_F0-bNTTcr7A4;-Dz6-@GJ z%b{aT>kPR!s#!&)<$h4ngvO^G*6#cFc>+m?(rNp#excBqF+X??_-FxI!?6-j6~kJt zkvnZ}j4t!vGH8UF2kwZjF*7t+@=X3O*6uPkl4wa3wA;+g+-7EW+io*6Gcz;WZM)6P zE;BPTGcz+YGvoTsygNHHJNNBs_2NgWN|jQkDiwKB=ZiQ=ibFGo{nLcR!FW%N?8A$X zJ%hy4oL@e8hwma+b{o{A?d{;yd>%j`L!bY?N{`vbj?7A!(kVD~gMu|Z<7bf+w4YBJ zZ}%me6n(etm0F)W&i(ag2_fac=ug-|AwW9MNynrCy60Fp_=QV=G2H&sSdtlfEB(l=*uY!A_Pq!H%Z9q-H+@DQk6oid}?b7TYTx=J*$x)yXup1`||d# zWiZ~2At9qd%~8HBtutkp8Z+7^@rQkOZ)!ayfVCD4H`S)us3hwPN>%vP`dY!0_~-H& z@r5#_qynT1XNr^*eG|gCR4u&+X5tW>pG4Yc%Z8)U3R!P~!11FK$8&9H;5nPmywg|x zDqNg@&+kawW(Bl7Js5ZN(xbXC7%Ug#Ue}E-TAts31an2znc6VA3s9$~ULEM~h&Pb2 ztaNB;wl*^FT|V+Wqo);N(UQ5f%GOu{ghCCkx++V>1MK?^u|dGZfBH$S!&T0-row8$k>77fSi|hAIqfR)IQS zXt7zLty;(R$9iRoy`FC7;^6+0{^}WCg|7>iZ*fj?47e~%zqZ&O4+E>XNn;M>aaH~! zCSyUv`RDl7vF>XbY2 z<}9z%k;u+iItg)c;lA4h^5t~mVP2J`1sdSw@1s5_i{Mbax)R9fxMc9?1_a|BSMZWU z(k59Z!B&t*VUPW zMcHck1ZN!R!O{@EZ`zc&e#sI{;89fLI0|~{`zsirnEtZ16!5#_0&4LxxPa~v*kBYd z%J$38kTEnLCTad{JTa6RJs#;1&9X{d`#lCZ?|#jtUfzLGOZP(CpH{-D{pM>3$Mb7r zx)Neb+D!DEmmU6yc88+ex*8oH1v4wueXLYXJt@awh5UK2fS9GaN8$$*)x`@C1&y?v zsOhZ3>69D2T#Uz5G;x}0^+`VnG#v}&Xo`VFz7P^!wAA>s*??h?W4G6N;!flAugTu>4(EYwfSlW@B0 z>9aBW8Kj}Y_E^JiJY zwqWkL+vCw(6f75$nJzH8g-Q7CK6BVNqMlZNxY6^s{$C!I+}rX_uOzN*w``@lKYWaToHmE6Lm$xx_{YIl}_U#GF6L0Bi!HUoqv_15BMM8@@Cl^@( zHEpU)(bn?6%NG>lL22J6JphmhuagfD1zIr%Ck!+6_CkaGcrY{|_ysP^6{@k>JWb*F zLI-@o@GgDFPuuQ$b7kLh}QI-jSG+eXl#b^?;~QXFEX`+;Od` zXtGdqUBxfggq&;1d%SCHDvs*3RQ2ZJE+M^Jccq@s)_9a2Q}E3@;^c`j?eim04a$dN z;&S#(G=3w#y#5T|vZTr-HJt06XlPPvIFWqb-?fA6)`uDf9$!X)Wj-^S#FK|s(l8=! z8vNlL2Rk;m4RlNF2O>(d>mB$}gl){?n*WfC1ZpZ0Ni+OFcCd4g-PB2fKyP@S)+kr#L*Yq>&$IA6ha zYwS!dtR-jt{>nD!66Kx$%Q=)kGG3L6spr|R!Z25iD z=29;{aD$W}YKKoO1wSUpaP_pe!diwz%JP=k2V)bHVfa4d$)Zi}HIp8><_W@9v+j(? zXg&e%f3JyfLR0&xyQ*Kp3bpc2lv_tVgq2*ES#8l4Fd_!-qH~Is35^QkY>El*+1x?pGRLks0;#j5hlgnhB1Zwr%%^Y&{1+iF2$ z4vC)7F8DqD1eJk(PFIT5@XL&$cq7IYHjmST@|W*X!0C_V_dLu8bHQ`C_7Hl5y8y0} zpRp&v&NMWLVl=f8z2*tdc*V9>Q3vT;H-L;R83qO+BzY*DAG=gs)59vl+l`7sU4BtV zV1P3YxhaYy!_Ft2H$RFvtDCqzvs%HHZH$R(S#0^WZ3czSd4?Fhs+3*dN@9T4a;yK| zSW(Su69Od12gcCX{o!)pTmH!|gaOl0)Td;rCpp*RM(+h-@mvG-V`$O!_!|4O#)E>W z!-ECO=+tITA+iDKFx|u@y*gjuIX)r(Q~%Pk%tC0(MVX5`3}_r8$v*LjjxZ=8CF5zq zXk2Bb2&#fp@;1&7FkeFdkU!Z#^A__Ia*$w|=v_?TgTL@Kmtj?JE2oU1==5Djs}dD; zOj3ehP0ep9EbU9F>B=_LFUk>K8Qo8s0oCwaJ5LOEPR;hpo1o9vs-|G%%ysA#R_tCT z1PmJ4$wB88ECU!=iiOY{lCZ;sCPsd_B19YzNc4m%y|5Hi**Fai-l;q?;zuq~)ynM* zm$c)>fgcE6?HwP*&2M*2UfxVoEB!PESNooMLTvm z2GbSrTbZ@_aY*%9>fQ)DHiqE^`ec;Gt#t;`)apyn8KuQOQc}aT1_Cxn+ZcW)^k*-l zHI#hxox@{Mce;Rb&GR?PKRf|%yNGH^{=1tkXyOr(qQ+*D!ji&%u~ooh5{;N8d!chX z*UZ+%hIt|K0Qou>Qq-f~aNQ1CHVEn3V)>F091d|QVo1nSv8eIX@y(c{0;D>{5S1Uf z*sO$M3jQH~wb5J8`za($3Vuj949lO4(WM@I|7T(}s;G|Egb(Bj=cG`q7OWI-EUsnh zPaS}zFPgSBZ>goq4b0YgKrDL`v*Rf`9l7Mv*Uby@d&YDi-3E3I?ff77ti|n}889uM z*V(Mid#bSZS2UQes;^TQ-k-!RDsQscZJ(nBH7qvc65w9mgU`s zR}p>2{DmADMt-Fnl@eV$KJ(+2jHIOHvSNX(K>TLqw&6wAEeBp2v_NAV5nAVk@1;Y^ zErQ%I$AS#KEx`AZJ2@y(P(WJH>9(gY zwMTgyG*?{B=j66~7S5)0A{LWmX98h_X~;tJc_H_23nW{7lR-i$s?*7o@y(Bm%9Ce5 zl;su=0}x7MJU(Gn!!|tfx?5i`BCz*_9M6ulC5pIcoQ+Syac6gl-Ba{LitHyjNV4|3 zZ#dvI{|X5qp@tz_X9{PNeJ;y<%6Um-H5Sg2!-V8(KOC{axph@Y`^3mAZGSw%{X9lq z!arM$wXF6GBlyypDCEDYGPBXCPvHE?-jbmmYC?N)dsV2YQe<2Euh@*#)i`!LCC-mN{v9 zJjUY5whF3v?<2CGQ!8a|eDfohai>Kt{qK^aAG5(SC6yv;18EL18=1y8_p3> zD@PbNBch7Wio0hoQ#nsA8WILo{CK$7Nk8wK9?pN+1J-(6Tbx-#ipP`FSuCfuZLLKy zG|iBeWk1WS9xGin&3=<_3|Q6H3NtVc)T`+(%w8R{PMqa|s@lNWW9~~pOjbWPQP5Z{ z3=&=8ID61M{EU@Q(Qi2dVdtbA@+6azpW2xx{imwmV| zY!f0GEvMLuFj)|`xoFYx`omzSH@$uWTMoV!;LQ z>u=l=Ou7s}a8s|WwhBC)#ci!Q_C>97y_X_?g;j8``6ooaNhQP;M#AIzTbCrD2_ zv@|cy;8CMIE-!xZld>jAIF(WpW6$~`EdL+qhVzn)*T2u#!6X>UYKO}3xR8VP4lo&` z@}i%UQF$L~Og2CFYMUIGwEVoEW||wN4wqSMH)JHhCtOsAuHRO_roH#nlB}qPHbG3A zu>eu_2jDDC?LA2uo%w@!hC@{#Y8Shc<>j>RXocOM@v*RFC_T0|LylWF^K&v5jGy$M zbyf71;8jKqFEa2MFl3ZNDYpyMvA0w7>EQ~3ETxavRP5R{Z{flaLd5$KL+b zpDfvwCpO90+h{LHg=vEHNpbPgDWIs{(jZm6^rI3sz4yN4dVicIO5|{?G+qZ8k%}!> z`wUcJOsPQF76W_%>L}TMD2p#&Hl9GDw(b6P=HKp&Z5b9q61*Ob$%AagN3|@krKlUE z&p~uJmaMr~E*csJwlbJa0glJ(-V`#f2==UGAc5{YRM;o0HRenI$bmT8`n)E!qVE)7 z*EAFTP64If%YhuH^S)}?J0B7t7FCq%lv(^rZ8w0DUE`^Urlv z^&|9Y$6kH>P>bB?apT$%BQowOqZK)^cJEZyc$Mq7Ik;@h zrQBAcOq3_Z@T~l@-WIP<{Ek+r=ht8ii}%^nYNez=|66!#Gc)6;onUP%93nchdODg@;NnJf2h}U04H;tJ{1J`bThpQX~ zl#e$l5t0YP=WKjfzzT*XiXV9>()z16+R)VB!>p#nPXru{ivf>xVrCV1{#g8h3Bhnq z52}=TQ?!!Z$;$z&vNt?kY3)%{KnDk$cR;5pd@m=* z3@W~#DLmZX&>1s@0XnIO%x-oMO!^z146YAA5%VQN8}Gr=D2q3D2fd6E0R$2?ZSW6y zE0+pRON!iyN}&p?ZJFl}sI=B{RmSFL$)v|R4mavk7xnf1Iu9T|0Oo*Nl%TtXa@GiH z(-11+#QkPXt&r&)c+!)~Dqb0XT9O=k-$g~wrR48V;g_6RTMd7+PNjP65210h`W?o` zGP=A3?uL+&U-3E$+#?|?G#kAR`J&0{2OS>9GK~uJH? zRHA>3E$(TYFyy^e9(suLdQgEMaObT&7@B@!ZDzqWK?g-NwZWlRC6A~5mTw_ALuifT zDB@<8X`duM(?J#{?Oc7P-itd#^)4zM|01j1F#a5(e5g?s`EEaT_9^{J)GUBPXFH&* zLY6n>B|EvnX`d1jIYeWqfBVz<@pfn2XXKN0hr+&j+`ov(d{&DI0}L%0|Naygwp(El zz;#S|hs~Jl<4S&N5{QVD6{RO1-}n(c&9M-y{>i1)O-1}2c_0qwiLo>69$D*DmIx+& z1OY!{6NuxVtvsmhf#_-X z|2&qwn*P$RVURPn;DCcjF~JZDx*PJ-4Gw3;+K4;TKSCkauqq;Ab7rs62?g-aZ=A&myvumg(ip3YT+_UaA{fk-m z({yAg!F>W*vNxXzo}gXUyNn2*7Sh=Mxt^~>LnTg@YU$6WmvTJqrijF>FDS}+YDci( zLT$nM&y}(PI6z#^{Gcgd$$xVQwKOIp!f|clquo;MR@NMiVlA7zPxP_Cuuda^-9zAf z1LnQahqR53?D||nCI>h2RmNbp8-BhHNvzpBwS!uv_RB+J)4T!sPJVvSc*#a&iMrST zowu%y;h`A*DabsLJd0_ejoJD@N+aE|&)gV@YYR7ze#1Fi4FIQc9l0d(s^W3;63pd* zVE9_TU#bMwaPrWYlo%}1mbQF1vb4oeuc=s?VuIxQMgU)~KG69`H1M2MPoV=Z>**t1 z=898Km-p|3Zsd`iR%WvCTg_|<_Zip^VQbT0JgaEbvNzUp{0;n?FYX2?urQy5du{T z?J3y+L>8XS`rW=I62GCGka9kmud!19?Igqt;51#v@z;TXamA4cuXM%0xSWXdmQMAP zcQ~5wQ`}CYM}y3DhLE;4ELvuVmjaPFkX75H!g$&;NtH^%ll+kGq8kv40V(0J@g!;)W(cnIsfU>d z;aVgeK$QX$9op#}C3vP<^E8^*&MPBW7n=#E@e zE;FQG8KG_ia* zbBZwjIxV5`%rOp&rn4j1b~2|e-$3^`IFr8oNjy~5(SI+TA>d>N zO`%|(dD960Ll?~2UP@X9OK{f9b+?l?j{NY^$q7Gl4cRZ)`_S&NW}Zc1G;YyVGVlJS zR0+1!ce1yExP;iGvmriic9MDs&O0(vl4U}3_{-bt^DB4XC7^`BPOqI9!qMRtyc(nV zeK?8@r**oy@rNi%9lv_84#-+>$;$YOlfMxX-MXCo-n7@NuTF4Y+EsR39Ks*Dq}oF& zg8&dHDEE;|v9MnhHLkDdON;ur={zuLP+N05&WWVTt`~vk$?8(%r;pCLnVsosC_BY| z*?O_7U37gVs@^`@t|(}7g*O!FEgBAX<3Nvr$G6wQt`2d;P}1lWYlLv}N{FuX2{8!* z65*ks&qdSj>xA&yT2mDU^dr*5Tr7WMh&ol3E_-6|RkXCYkY%sb=6`QL$f2^rGq|fE zxMXhi32MKJNxMv;rOt8UH2XR4&;NwwS;=`txK{xSgHOv`kj%^E7rgX)$1kd9?=b zYB`mtkQ^Bey?@I40LbeuCDclZVZi&D#GLN(MRmY3PY*p9WC>>xA)FT}4)&A!tPRmZ*P&T}0x`Xjtf z4v=iJ5ldhmjLakRX#MHg$PM3#!d%Y$^{(L^XUUaU+X$J5a-OJ?f7jX1uHnRU5hrzx zV6H^ebSM=`DdHR&aqlLV`$d_8RRLXI1js{L%r-X~V+1LEbuia;oU@c4KtaomE(Xnx zva4M4+3hu{5&6NO?<{F2p0{Umd0%3oI11jM?r@ZAPN-$SUVAp7q}ClGhln5xucjT} zg}|MhvQrCwa+;5jtbfHH?ET`%DhxO!MPt8bWuqHmK`xUEqpg479(@H-%?ymQzH7SL}7drHzQe)2v%@Es`@g3!=G5#1 z`_eWQr{tCV7lw6S6+4SVmrC@_g^Kz-V@=P|!~nL6bGcU%-m{4OQ)Q~L*^oyrRH<eODQV@|IgO~mHjNpeBm|6y_MaBxiU3|DQw z?j+08^Cy;C=o94T-I$MoWj_>C+uUn+B{@1)GA7uOds=z&x?FROX_*^O8CuX3FYUbE z5OBlANwll;H%%+0(rZ#8s;ksIrFR3Ey-%Y4H()7#3MnAK%gMgXI|x+;K3T3djorl= zzwD?A7V=9xV)3dU-4HwS)@UMG-L1;iR8kIGrQ(&@XPxS>5N=OHaR6NqV z@}t<0zS?n)lBkZxYQ+7`D$`jUR;4RhWk-zN?Al7MPN)lg=4slH0OUuT?zPTSAMJYqC}Km zFnD4tR^0Wd&bwfGAZ7XHR}BfmNbvdGujK{9UKfLO%ah;i?x8U z{)nm-;7MH-zO7r6uyIZ8L+F@W<}?O=;>+wCr<{DhIOES={fj-ZS@4+GG4Ak{j2a+O z|7?J2xLDrjkq%>7C5E>y9x~-|#|T&&!Qme2`#;Wu<2>2Fm0}Y!WlVI~;tr66#X-b6 z5=i-7#l;dhRhz?{98V%ABBiakwfprrkGR?n=}Gr^{KDTrvT#^V%2my&ByluO<)mQu zS3&$fJ0NCv-&N>_4)m-vGr~-u<#6;VfWYC*7J3t&ySrAprjn~gB}$z!C+e}v7$slA zUVOX$YI*#Yx-%W}1zzD<2PBEAqGt?OGlzfD+LgGt0O89RE@MC~qFKqAY>^+%I0_Qt z3lGH<6pMpd{%``UTU2|_7$M&fg6AkJQ&H~dJpR+_256$fOE5SNl6%%4FG}i8(3_OA zi&sJ?oeA!)9_#YM{uJ{N2oF@=pP5WJPtDM*d?B)Kd&&#nbxu%zl~dIp-O-pk5%M0r z4};Qeu;v9Wk!<=d#eM9A%5}m7ye-??4(T0UwWn#)izInfx{T6GQgQA)XF>Wt+D>OM z)gPbA#1Ep$YsEK0=g@BiLTh8~nhkAOgQ(R%;Zt=_ec=bOx-wf051qH33%7$l#U{y; zi6cFU*NFYp9REqm6j5EhbjO?jy#(0~NU2@V2aF1?^r-b3djO-=@x;0;Uv6*g$COI5 z?#AWpgF>+G{xSf@2sl}g)@{j>=&Gr9dwYk({6;jGgDl}KpwJ`g~RexB^Mc9YNG<{h-nzN~-ZwM-0}u$KY9 z^)?*|7$4D(KIo2KcLwyH?I8k!T=ZSL_4C^s$SHZt9`+2Gs*?Yoig*K%fak~2w)<5~ z$Visv>UokG&9zH7*U14%!BAr@7MwGea{GZDp$J|*eq}BJk}A#7-P(!f7#*o1T4NhQ zOiho0&m|cz%KS4|rWAbc_PQfrLzsBv85w!vOZ@JPe9GVe+^wfrcv4JF*BkRtWhkY-76G#_Md&DWhxv|;P6T`v$T4V4^Hf z+hcJ7<=HBeET{!G7stZHf$2|(_1SFfbYlNcOerk*@JI4fKH|0h=OegIzoeSfqAKre zZ+0cfL*ztF`W-iK-5nnWEUdhcQm@FL6e4i_s<})0gv1n0m5W<+NU^l^W8|U!|JhF8 zu__C{pRGr;f=~0V7BhMu;}n8lZ*9XRr5R#e#uo;_ z+fvyan_6kbnX~+yK<9ekCJKRsg#KM25(zA9Zy0$lNB1nud>$_{&&Cmv(DX<$V9N87 zGJaO@m%ItsBr>Raybo+FzRq6TC1@EqRy+e!HrGtX9R~%}8M=n?j~@REbYY124M|DC z!QC$lCW9(RrvvCs^QKT6ZQSeYG0!UyG*{oxq$=4%RwBmmW$qU&@nlixS1L)2jR(KD z*Ns+r>KB%?$rB%iOdIFt#{|;Ei0qH?Q%^`&98DTHW^u~73^Y%zk=7*7-NKZ3X?W;z zn$bho?NhZ}Lt)s8at77wLtv9d+Q$#n?#v!OEUN78 z+BjN~Q@33wj`#Be3c-fcMnn{Gsh-Ci)q)E3t!&S<(%}Vplso`Fn6fs&wW6b;&>hFK}B@!v% zw-D;UdJ46&9_5XCm=2RIF3+YTbq+%somZ0;$6}EQgU?BLJQE{hjO7k6{KaO0RVF*M z@m7JfpdW;46`v7?%-1!o@Cd)(@-K&6#JF(tiZ_^EurCM zJAf)bldmt)pvjoB+U651Z;)eV{nb5rwgg^MTm6+Nxc*rTpDbm@Je?VSgq+jv7oDpy zHFHD^Wbr~fHUYSwH~MG5>_Hj%mNM~gJbrmbZ> zfe|X2TbH*WWNUxJP^$~jz*@)fyfW|3U8Bg~%$uE0N9UB0cqydOB=1AwshfS|E`0br zgQrcWlTT9Z3J}hFOL_mGi2+Tt7|X6KVZJDGP;PMTBuru~5*^Mb!Md-Vji9e<_t=I@Nlrkg5Aq9v)WJ zwE3QJkP(Gt%bCSh$YDbnpEO+ssah9JP3ysUzgVnr#2)WnSiF$FaR=4akg0zf~qs@Oe_S4%NWBqR(da(`O1m&wMr{^%~OT`QJPbH z{b6OQRlV=UVH;cE456<1wD)#ghhg*Vwx@6|3v3vyL9 z4z4d@ycqXz4!2Zm=@D^XW%G%T?D=rhn|Oo-crj;&?KviDZS2@z8FST@Qy($I3A~vA+Jr6Dn8VSd&yt$26sLs z|5{EA^AkoZT}#oku?!;o9jNg*FXJuX^(+_{Zh;9<<+LNj92%i@q7ub>;pUEdG#qIT zj2PP-9kBy@+z{PcWdaz^wL5cDVzI2@0r}M~U{7b~V3%=OA2VAaN)!2-+)hoc;W0*T zb0blJd-a4&?cIno6@}fhb!9@2NEQ(-p8=_Y%jmx+3{^fmMzR{7>N6&8#l$eS+^Af!77E*AUKKSKD~4ngaYLE5cMR z1KQPsm;8MBGsI(5l)V4HTAx1^=#DcPs`9(;yQ!}3BCO7c#a#w27lxEV6yrgeD$zlf zE(gYU@9eRG>p~y*-+c8s{bR983i`PG^54>V+_=B6Xhw!eev(E}{!3y`S)-Q}CoZ7D zdj%G6H{kYGkxsSBA=gzd8o1qV>FN5hSi%{i9v#w7AXqxToQBt(Db4GY$(`|l|M-4> zA*-fzdIAjzZ(}Wzwc`Z6)j;(r3Hn~ZWbQpxf^2zWenr`0XHKgj)%f-8t>~p*M zJ@4v4J}I9op%9=1NL;X#*G8HOeJdGog)OzC%jy!XvH|Y=+zIs0s^_9fG|tIx7sSEV z02n^&W2B~e^11d_J#r~2v~4M{aj3^2`XrZqm7AP*Zna>mP7}}nz50r>jUZ#5H2;w% zf)j^+IhAu|Qp+i~rKky(=s{<6)K500vM^}1Hk6Y7dyxaq)HRkKzby3Ko8A|}Qp8j{ z3^|^&%?Q^KU%G$5n$w&1=SwD^4)am%z!53@$gI&*x=^oR?(wuQoMv!|SXAp+VthDe z!ybjJ0!(uL|4fjXWXePDBeJ5wHLrI==PM_Q<1MPGx8g^)sa1gV?Lo1j(D!WxbYm6h zo2N>CBE%sPG$;jeGc6T zjlO1wpkgKk@u;?ez>p$hV^;a#L&iQ2?8+!+HO5}dhj^piEA5^Afcsw^_xWuplLrgB z%&f*th7c3RfC4dtYfcyMy`JdSbnNiX+nGSz$}5dtS?9uS4o9#kS%a2?gGpW9ocyp8 zE$yq(rI|den*qYYC%Wj+6cMduQWpqZlCLNx+GB&Kd*9_|Gy26nTtJNjWY|504ZgZj7)UPr9m@EMC{IW3nek?51=!i#EiR$T^L zWOpm;xQ`U1<*<|TjI(TCN^8N4-2@zz7?MAk0~$mNI^NPHp}r^X3=PG3tEyO#5lNN> z6uOA<7}sEfedg>-4WwTCfId_Bf}QCj*mW3rC1=hkv4_e$WQgx@1BHIsk7bS^CSVBM>SxeMDCbKa|aC#J5V>iUV|*gtM!AD+h*P&sc)O4kG0EqR45k zNiO%;9WCu8)52-VPmx?S#t;;J2o6Z&`aW`e)qx;gdH>oJMX;ar*jteSF+JbPeCM5a{K1 z0UH^8`ZE3t?^LB6%7!OEaNh0HD4deEk=B&nE>iTZaX0%wZkKyUV=Rg2gSb-MI=uiC zb|pU0C<;(ioAaa#bNlScW;v#FK0xrkkPRZK>^*#B>2p?1zm0d_TNmQ{ouAHx^IT za-*+@g!VZL(!;#s$g#?eh)Pwt0U9q8SN&6Yyi1^YDp_9RQdiT}Q9wP%QPA8dkW(k8 zh;HlI?;0kY`fZ%5$oq=>-8%&5ef+_D^%3O~Xp6ZsYg%fANEh~+qxh;WeY2)QCB_M& z%SS$3wYo6xAJMlL#zvw;u_*R0->n4dQ29Z+2m6%^CH^YO~ms#kA*tFLNUFsm3H6b9MTKZ zNp`YGMCq(gzfh3(YTPQ@;C_C;9sRYf3(ehr1RciI8QhQfQPvWT#klcQGzJo}C%0>G zxm9jPS96HTi1y!dvuk!s*K6uiOr!yNGl90~(Y-sX=qlxR#AHLLXA%cuVs6+dMqjbt z@uDmEg+Qf@MKVMlBj@(3q~6xs3CDOMqhv(LhXb}Kitum#g3LQL z&XOPee00XEtY+)JzxH?zW7+JWHyJHLUx1($$E6q6moGEDBDS=|qFtJUXlS`fU1s0y|?37^3)f=0Ns# z>Hd0KfY;senLwo}U{_wLBD}+%g}m`=_{LILTGRM{U5&hbm!0DOQw~Tc`TxfO6;S`X z1ImWvA1iB&c`R_TSV~6AsI0FtrP7l3%7gIt5HQMZo3`{^rfx4E>xohUf zZEeof9MFkN6LB(w{3+~JRlFYXlc&77*@+}`v!>Xu`z(jT0$1<08vp!PS8#CaI5+Ex zwtVK`gax5a%GfNA?-87wEuvjxwcNjOu?xEY4ef2qBkzcpk0 zYR{B4Cu*QBp{ap@KV>%L(r#!OmXax^q=rb&K4m%vcH&A8^Dl905QZB&-Sv4F_D?EF z71X_!Tc*`-ilvlI;?7*f@Syo}qX1)d;{FJsN-Ny4{H&{^OOa`nsXuxf09zjNxe^ce zakyG{RHWf8ZXPwyeRwP)iZcYg6ED+LRc7KdeIV2Ktm*7KPo)vq-Rn3kw@m5ZG{z4! z!X_gRc@sJcb7m!`BdwA#>e&BM>aMIp7P}9(F zk5bp@8G!y+0rR9|J}CZW`I?Eh{kMTE0hjbOEcDq*0h~}zqX(T?85DuYkq@mrZMt8E z#IA_X7*Dmvv!1bSaB}}0E;c%qOOJB>C;xmV0+2CH4budnwz;7Dof$HL>DfAzc)aMq zMg`sd3K0<%&Mw#I!Kp}9tEI3jKsptn@4^tQ$i(KzVn=&Jf?K1pp-792Bq zO9{aDY?gA32h;av z<#B18ZuTzWJoNu9lKm@Qi|ZF9SDU8?QY>KAJ}MteBSEhuf-=^ZaAcQN@q#L1Z>xI| zAyR8Hy?>IaFE<`k83C~b!H(7$y^lgVS7QX!?VM1ITUVE*3Vs(X`TUPmwx2(UZe~b( zaxjm7)1>TX1xfx>Ixwe&RlrRtGlO)VnXqtu=lPL<13g}>RZqNQN(;bY$cUw{Tl1*F zHVXYWkcPvVGhrCFJpL=0JZ+*2G3l?ao1D@;a5&^g_@^Q z(Kl*MQASrFURMI{>l2qkUWNKKqluI7k3o!*a&!3wD#(TB*+zid;Hkx)!xl8PaoWsc7JJd zd^x)uarr@1MPlPieumtz@_Q$yyV_WqXbOqb?R$kJ&<)a`@`qYGRI?KW>}>38H5X1u z8SazLE)%*EgPy<`PY}FMlW~(CiG{WGIR)?o{l6=D5RbP!327&74;-}M2OAek%nE@T zkb-~-2ko6+3^dB$qZ-~)?GCdbsTys=n;o(7P3N2v#ccmSx4BUrCtLhCz2Y`~a|Aiz}Mb>S?9!gHYP>f5Rx}NKLS8O6$R7yEnNkB9Px1{xqeo zIz9gFHTeN7zoGSInTIR*nf|u;E z$51XmzW9I^QrcMlzc^M|T`Xx&yW90}ZefyzI_zPnp)aB5x-GB`O2P2TOBQo2q=ANzb%X)X z%Z>IP&OMy`hsN#C1t1v*KD_jE0>X~{%cAHU}MPD`4 zq>VOXTQlg9cyNfvW7<0=k<#%fqA2&J4NiA%$CKO-pU)?T@|HAxL0*$3WBT2@S&P~d zih(TBdPV-M&YzmUfzbb13-FK1MMa|a*pUixZF2N-hrGptzzAJ}?r<0rPEc#7o||m{ z{uHativmyH(~tnEw_U>Q?*7J~ctJ9TqfeF$GFaVAT}6~|W^6k^XRj*bJZu_x1D%Xf z4Hy0ZgL-E*maSYGtkU`b7P9hODvoF8 zV(HPZO#3gs7~a}0K=VT|=bf`VYdDh}eTGb3KCeJQ1W}O^tC0u`Ls}aD3m%=}oukdX z`&@LLXSix5F5q-`U3I{!*MdR7PivV)F)>rCS_mq_JoQUAD>_LUVH?fe>^YU2RV-peqC`MaayRB-B(vv zm!DqFvxMqjjo|n)k4S@)t4x`0wL{UoHgF!nfAn;2xz>CiNCD33FBKmMc3Y4eEP+t) zlEt4kW41fvQRXTk5qT-ML-~1ong{yGb;-fFyP;MSRblRrQpYn4$r>pfWd^jc5 z+SX}FL4zY1tp`q^-o7!r4((Vi3p=EHW{>Gn!&?oxZ38FW6hZB(5URv{yJ2o5=r)Ri z6@{fY(Z2~1Au|z3#Cylb&($HCkkOsr7?+k%(m>{}Q$15sfWM0O|8gLsN}l75$Lt#! zTmr|jK1Ll^josR<)S#rDWqUXLX1uc_Vwj@Ahsasew$Y6q7{!I*kKvdG{$N* z^9844xIHEaokaXdCschwm1^2gZQ_@_R$ z;v2-Yw>_d5a-3IihT>2y<^7CbnGq>UMP5qyjFA&lOAl&G*#mN%i12mg)MZGnk$L2F zoOI*m)f?5_A)U!1$7qnr)pVmZ_v_S2-}abg3X>0->GwP3tEwggJ>!lw3v`5en%BQ?Xfh&Qv0%te^bao{1VFky#7Nl?q3*-b6=M z;;Is#L+bCtR3+Zf4JEt@^S+rPTZoXLz&(mRIQ5+=Jb}XiGyJ8vU4`_v?b^XcwK8@h1p8% zU7PW2`KhmXo5}I?&N|hMej6%AmOcW6HX|lAOXMzf54FU=(Pd=Rc;}EbFagaSXV21i z_}V(`^!l^vn1SVzqQ%h^ZXa^{vV*MJH>mH@5;yVqv zRKaXYxNUCZ#yaHB$QXA1qNT~;ii!55B`aS9YUfh%sJ|SCWg>N?$*SHfxvi6TUO!7g zemrAZyx{9wh&j{ZB#=@Pneiq%droeDTP%9lIj8$L8lOU~s?+(9llDwh5()giNH)ba z#6zGcxMc-8W#}Ae#5COZOsaM1=F`i8?P+EWiRSMT?zNTLKhH~Ove38wWa$rO8tcx1OCZ+xbV6MH?w>A`U9SbR%z9)_D(W5oUzGFHd}^V&)y}n1a@@S zWLNUAb4LL~q3FvHe)Q0LbMDnne&NN^R|QRwWbZW45XVf{pi`h+B-4K47Vv;_xR=%T zN;H&pG!Ccu3Y+#j`Fe zPjko`2^uQ{(`22qC1l1B+pJ`imnpmDlhYB-)ry;G#s9_HTSmpzbql%)5D1Gw_Of!@M)PP@ux%-yH4bDQnb; zw!9MG=Y>%@=zzBj42(+BhJG3vBO!Q5Hk3d7rm*>{w|bjFbI6ZDV9x4onlo5i_&c_D zYZ*OWNw8ex&%wi2f4=Y@{>d1)rIKd{1|{V`3=d;E^>_!v;n}*(Iq3Xv z0<{(cACsmE$2oL7>|&->bHs<(vbEZ{IIvAo?CEc!_hL_P-z&SHm`(aHnAR1D&u}Ts zZeuSa1r$!H$7j~`G-1cc9NoTLG`6Q-xlB*0&Gmw|VH>LX*}YY=i;KMr^V^i-v1fOqnslnzz@^z{lWJ`szI+1!n(V9bVFPuO6HZE=n%BC)V;m zYVpVV$s409c1$drotw8xo|F4}h42*gcbI?0$F?4`oHWH)vA``-oX6U7pp({|e~kt* z0lj2{<+&RR28GYky3}f_!cUk3n_dVv4hhkL$>XQN!A>(X{+#HMHnkSuWPzPB#xY5v zLyHebWHhE;zxWCimG>ddR-2j6VC0HUI;YP`7saJPE@7$f;vM4Q6-)EJn4+HyVlw$ovmmYy=xE=X3rMu0p^`J){d@oGkid=*~uW*El90?+L zmMi)@1~0z%uI9I$wO_bP#Y({IH30frQCzN9jij%p-aGz))HouRl-S&7Uz6@&#~%NB zwQm6_!47ee%H*&7Di_sS(hFcG)MP7=Z@6%(Faid$#pW(|;p#F*8mBr`6c9#S4Y%Ht zxKsG^9gg8N^#)~{^fXy-gAtXn&C}GMVGXy$7#gq4+AnJbQ99 zH!+JCo@yL6b)vS7phOlAgWI@%BfC1u5ZptZj;!1qmRWFfF}d{fHk*!p65i;F-g zqMTE7Uh}ttq+Gwn%#UUn?Qj=$L#G2ul0Kac;q6!wc@Np=QaH4~iwKLM!iyTJWkgnh z(H|E%{htOd(6_I@ycL@bOvx_36UI=tU{s&kVS*&FP0_u&@3*TE&UpQs*x+CZ2h{k- z5(#Aa%b+|+uQN@T*r6bNf9QSAC5yn>lTkm7u<#rG^DAa3@mE4h4|~<)sMqybTi8#? z3JzGPH>em98TT>mpu{VrAb@sn-+P(bklVcM(zk3@G3Z;phj>5KQVb6Sblb#r!j#KZ z_4?7@0S70^t#9V}(NDHly0=$8ivZToZ+~aR8WC$xi?j6)JQ4AlWmt1aw+lz#w!@#^ zRW_RC@E_-bddE{~<-G3a_UR-5xwmMkH#0rU@W6C5V-nbi2=!OD+CQ$@{aN^cmpz7T z6%S+!qaYNl#2_Q>_<4`(9Gx(JMaZ`*7Q;8e*J1Bh`sH%y4FcaE-(4peT*f;k8Q`$2Rxdsak)opaD}+a;8yIbx_iYQK&4Ak18oxr~#3AG+6n z`@V^V&8dAn=vwR`MRnBeC;I>xyiU_?IHZHbQQ4m;Z^ry@iPozA=YQ8}t#+7pn$>@w zk8c8&z}zR)U)u1Utd41z!r}jZ^Un|d z<4sQ4N9XuezNt;`5Z=^0zOs1L*Vn&gs#<{cSO))#;|o*=oo45w;>ET$h%!FUW}Y$p zVAd}M3FSf+xyt+%qFzgSY*eMB8b1OjJ=)&W=F|}OD>yoi-B?A^d ze`0^(GY@*2&{?V>f^iG}w~`up;{J!Stdgs(GyZLE9IQFxk9)J&YAM?E#id%3RxZq{ zYcEE)FUxJxpRS}0D)9A>HUq8rTDviY``Pr|Aem6e&pI__Dw0V;l3qA$I zWPaz6Upb)p=N`yrc=q$7OV4d|-Gmp@z{Xg^V@wjY_byFo3Q)5))<8NpSYRjX_2lv8 zg@w!NYU+_j4=<8AM|MoI`*?VR2@(e<=iWZXX}cK5-+aJ!q!~4)E4$bnZo6obq{vYg##D1F*RMH-09lLuD0K0HRv?xA`|M$N{5{Qi3;07~Iw znHLvnvHA+8Fq!+F(jz{5&*e!d4Gsbr`3d?h4yIQGgQm1=cXR{6?d7vBp4T&}EPnEU z`u4#vs5IE;XO!Y;%%|`1d5Z;755>j^n&=Uxr?j-?C&B9{H3-Xc9#_sfZSD)o2r+Zm z1(yi{&*!j?$ax04KhxQtT(1@tFyb-{7qMPQD!g9l;4WJ7r?_*87TL=QZF;}`>nU`7 z?qbqj5g!okBL48 z7Ug;-KqpKocYE~mV{aO1ok!%<3J_^yX;wI{B(dp>LJ*gCj@zCy4&Wu`*Po)XPJ;Pq zQnPRAo)8WYcCmAw&Sq@4VDH{@8J8$h%M_$kP*wtK;kHq5yaZb)yKI$ZACJnD*iLC{ zF$M9WbGOU9Qp)Zr%s3B2C>!cs^hF3SmC;AD;mO=H@gRUrztql%{1i$E9P)1Gka{Us z_Uox}krgi&;-P4XsB_`r@vn$@SV?yXQ&j}h5jl28z-Ke7!nZ06e{R+s0Gei8qu%RM zYm!Ln*j@xY=$Vu&99L#M;Z&)bk&K%)^ggwNd3-r>tEdTp_~y59Hq+e)!d4^=ER+(v z-)SMW;?mZ039ZMixWO5n7#l6rulV9~L*Y%0Uh`@sE$gFtkg0GZZ>|c$oVI$zZ@1SH z9EkQNL4S@^*KB{?QjF>E0FH;!khIKs)*I23Q7s#q$Mv-het*^48*bpPh%P^07>nk! zl$(P2kSyFG@08@lQ($W#-9(0ua6IihzgnWFD@w+D!M5j}*54a3f0+R*8X;D>0W{}O z7rY!*JXYfhp7mKB^)V?lS7h}P`a6O6VFZ}Ef0G8m4}BmR!5h}k{=Geyp4K4=xG6gO z^QD&VOUW4gB10|0QLx;`J!xQr4q!mES+rHbo%ci1lAdLTY|7k6k6|;EQ`3VsUioxB zuJVf8++nIuBAPH2(Q>;u{!2Pkk4IK>b{~k>ChhEou*Wdo_ntUsUmTUk(Zb8<+6x?I zM)5x=na?{?mIzDUWgD6J21W}?D)`QhU+d8YQq`87hH)k~Rs4|-ROfOo$37929v z*9wJ&3|VI~&EQoB^bwd=TP7oy_$gL-<-riQVK5Qbk#BiNi1vrL3+*vf8IxG<0e8%V zv9YCKw5Uu_FV0`GjYQ+2D>ebPsES^%M2myTq6CQg3!8ZhZXTB>i!7afqB#i+6|s?C z!~CWqNy0aG!3;(l3RYs*rW*%J@vrjPK&lo=Au>8Lq`V+JHWU)B^1=DSRF_U@BTc*Zm9!Nz;HD?xN4U4u~u`HJ z^VJ>w-rmB_4~|w|)^Y!bTKKN_Z4eAQ8XRAKj1^@iHo5u?*rwYsJI1YyJw^SN=xe+c zwy>0>uy**7+;BR|f?Kb|*H!!A=7X8lNK_898P6*@z^j~aNAv@?>eyb(O9MsYL@p!i zz>4s1sI2`#X(?jj2JG2Kim+mdd;z0(AcjWeJSIOD3dl&eYrMt-6Hpllrh7%-)a*vR zrt}uk3IL(-+?Q{7KvWS5o`ob(_8SSpK-o4kC(rk^ZVjbkIg>0pc9aZ5!c6=FIZ^~w zk#FgX?iU>B+w6;sPa+shHlv9?XpKtTN4V|yJqw;N$GCVCCac@0ZDRSGE5F;N^7E-8 z0Vw;ZD+v>)Kq7sEt)WyQ_bHAmTq)qdA+JDUj{iA7`VVNk$L3EF&;959C2UrqgSxbI zRpFkQNt$;8v7&;M1>Yr$VV>BoPd2+F>b#QcPTeC%$=Ez8JoG9GWH^n!>~_RL4&Z|~ z2p8*&^~T}S&L2V^JWw2uTXFsD)3rxj&uDR7Y&ObE`})VQVsumAR!=Z^|YKJAs^d%-uEc= z7F{ss9p#LbPd$@4-rZ{3*>ww0M^Bhg;S^|8*AClx+rPgNxjEKTcDDEx>J&KmWOB}` zh+TJ+?afQhfB?(Lv)qSI;h* z)OEBBr?q^-4IA_dz)S}|rvnZu-x9PL1GQ@K`}W`S1B~C4u`97nACaZ7C-r7j5&+Ia z5;(MCRc>mg=xLNZ&MF0RAWRjN13ng9>;~kAMtd@`{9}?ogP~c{-HVy(ZuPkuGmAH# zpvTnx@+$9LK`I}7u$3C;1)IwhNwKCT zvAipF?IV*Mk(B0YdI}liF|XTJ5qS<%@rG;}Q^JBYIO47LxkE~{-;5~TK5Cr~D@~0z z)9Z??a({j|jr$tr$s63ahRQBM3mR3|Px~BV(%Ir{&%D&d*}&Cmggct??sc^MbZX$h z!|aQ?J6yNe7SsBQBaeUQc<@+QQ^N91!B#9rtsX@dU1gzl_6u>uS6i04t%h2-g+4G5 z(;aD0e>ow356t979X5xiL@rsrVt#n9w&D%vFstn83~d4N{*(W{qn4KJ-~}+XjTI%- z4AG$FpGbuseVn5)zOrx`*wmh}fSVLFztYqDEva`9)}DkSVSzh|5CrO7`9xxQj5jKe zvLzljJ9|aJbijzQSfj^B&-xSzuwJ=99OQKjjy&S`>L-VBAjg*^W1PRFR;U1CBaliF zEF=0RXq+s`(;j@00>(#a6=GgrZTu#dqCM!+Oj>g0=0n=4WE}gxSj&6G?jG$%$nQ~} z!u0kzS#{xgi<9m4B+TQd{HHK($C9WosKH~6xUy{6A#VGwh-_m!4AEO5v&0X{T-8mL z4w!r}(?z?CsmZjbU(plP^k!8=69g=C&xqwj$^G+t_1cn{9*-j_it)?7YE*;fc>URN zV**IP`g=1~R&ZX|UHR{BuvtWubaB2~XqpO9W7iikpg69Ho|b5%QMMLRHe;S2))2`F_) z5M0O0;PjEKlUQ8717OIR9mcidnv>tuFNCI2DPM)a8B=r)b@A0@qIt5_?UOvITU z509DIomt}4aPW9KjZn0V#R{Iyfab(d3-YN1%tCX;IY6D&ID?hR-edkEb(gof)ka6~ zhr+)j$JaVBbnUAIL()Lty2-uss}|4i2#GSxtruux0;;kVVnX?@slGs>j#s6@b%7uV z6&1G^c>u@r3g!bi`*{n+b1@#W784$?e1>TR# z0_p(bf5o`^R|=CK-tGT*k?Od(8t-sy8uPfeQHV~8nn=S#7oD}QFqB-V7*=a|Lr@he zcii!0kjE0azWEoVrv2R*LqnFdu10&KQP+83%hH-{^{>!fWE1P%u-{r+{*8{id!(CF zS-u81NrDg{(U*q0yDr#N64X~Nb&VY>El8r5V~TH;14pbMY|Am`G4krClCXMrSa zW@pX+t)gGzIK5J;LmKqcp@l#H%GmpQRm1}*MPzFqe<-78)r4&$$+VU%mOZ^ zzm;~P0}Ax0=*wqGD#Cf9$?NA30fPRGOf!j3C(7QOn8lLs<|zGgxFdrHSJHm##N97h`+yCz@)lfm=gD5|hNP_G)I3nD?$)9K!#O4yVb#&>@^q z*>f?ahL!PLl%@{0Up$4x3xxikU@k;lIgqPGDGPqbB7{*JTsXEC`byGkzUT<}mf0}l zU}xzn>tPb?$V!qrck;Al@5Q}$mY-8q8X61Q>fg7~C1#m@FM|Q&sNxYOTt=)cQ(krQ z<8yPVqt)|R<{UFw^~ijDCg2lFMpEcpw=W#jmJ5Zn^4t5>{s%U-{@`g@SJ@IzZyv); zbktvJz6E;5xg9%lg)epSio8eW2>mG$##Wh>BPYnP@65(^#1p{J7ql%xDK zhCpQ-VXuNBuL`NguFrV{dCi$#EJ*O-%5rnThdJ;5yEaBw@)rC4g6yV|o^W<(A{PN)V)caH*;*V|eFA33Vo*>* z3qI&vvl+Rr(K)ln0oihsxZLq|kSNG@ZS-Nmk5};h9?O0Q9aeJ@7Z&08XNvpd7 z2}G@7;NDt~$9=HXlM%d&QF7r4bFvlt$BMDoWd1^gOMjA0o3x$Ivf6@LTJ3>4MBOW| z2ni<~{@^=igU`2D`e&KhhfI3IRmU#|EW0@a6CRDocrw$Cj--1i)aqa_`oul} z#&b*~;%VSlTI70j1hJ-UGPfGkr`1#DPv7zMHSAXG08{H7!tN3UNdT_l3x}>ZN4iEX zK;(}k0UDr4K!Wi8Ql?sKeBI@mkHT&{5we%fWlO=%#=_(QonJ09e74ZnDYY5%th#@H zN>Mzltvhs35Riwb-QSH#}!Y5tfKQ!tDOwao+0AEkx4@($)YbqbA} zITQvqT5GW_$}6}>TqW;4NARyv?USIzRHOY`+V)x@*#eC_4{;7x?F?>v=&bE&j?bBL zKv-h8pU=ntg&g}_f3ZSZN(`!g4W7frTJYadg@fj#zs00kqw5l4*=ebZm9Tg=rp4+Lhb|)_g6ucLkVloQWw5Qx?h@oX73ZwIQ8pi zozLOgDbsag$b99oy{8BK4hIB?RuNT|HGjfMva1+}`AgKk(a&Jc^pwBhlFeA02}F$i zB-)yaDlNHm2YSy)U6@+vxgY5MbBaH{-vjl}*Hw<@5_dXoK7EUEiQITm_qpJaEBoZP z8AVIAX@T84v=O`Lu>)H_g^jXB7QWgXg(}@o8txQ*YWlyFMIVHn-z&XG>r^5B*ABi5L0lPW3nJl{DhW_NK|;V?iBCW**0;UFp~_Q9vdR7s{N9ygygG3br1nmis(^75rsKEU%V)kw!oG~Vck z+SVA{P^Q$?0lZhO0-4H0pk@K*mG;h8nxe{9ql4O3mffJs#BJ;t%%w$I1B zyT4hH_ghQOZv*3-(*a3e-_?Sr#8!6;G4wRW7*Lrx@k>dW^zcU=gs1+1Bp`Vuxxhyj z4wod5A7dTtt3DDc-H$eWVypx1*cqM7>Z9_~YWyFDk$Fucd8|5~P3(NCuz@oz$kz;_ zfqcK_^2y4Y-8L7utc#P(L)?f4uqFU#am6)sNfBE-i97pXB0X>Yy<}-#gI_-Q$HxB`s#754>9|nn734N7*SZ2zG zTA;H-M~AL)#E_5Gq{H8>Dn{TF8Y{MIkM8#9 zz(k*=^nVGRN#G6+4)lxy62pe`qxGb)^bEmls_l6^Y+QSn@nrR|gfpgD0xF z&N^w9r}^j3cKA1^LfU^lzk042t2Ueu=$c{x6HNf%6zUer^t5Th$qnbQ39E{n5WaTy zVByG_gCpVqd_peai<;=9w8-}xpFqWQe8_TtW(M-Ry1sD{F&Rn7!~}VoM)4#JZ8?7C z#wqFw!y&u|53Ra|HNCdl0T;Eouy&jHOb?h;b1h>w`SC&%bHgJ}tb8%f%A8N1 zlX=N}f!`6+@fr0Jl86<+TT%U5j!dhw=dV()rOq0s{6rk(yZ+@vj&Jnl@Mij1`=Z(~-J{`3gK(r!A+ zJRtAi`O+5bBA9^6F^#_O8(^kTX<~7&L(buW2d%vf#tfFVHv}xOtD`3kk(ogYm=Sd8 z*WoMR6OF6In5x=hD`1{H`W=z~y<<8(__S5D86rlT+|xxS&-|3{bObWijM<(5>k~C? z?IqasMB?$o_t<^*Fr*q_Y*{`&C?&tggsIRNk&1Is-#A8QGeYrLgAq9UD*sT@y5zue zz#WsFo_e9c=@?fF^{3mPv(f>*M7FTiqbX`kc|I+R{DV5wgFD0az+f64#F9hnoGptG zH+xP{o8a?o&V8BM$YU&{o7Yb&O`xoQ^JK9+UNIN9o}sZ{Oh)G-S`XIMw9IUa7|B)Q zK7#`buV%9%s6Xj=hGf(Bb&SVWH?m+CeQM$7n;|{4i-qV3RXv4$*K?g4<8QX~ah!s@ z1H-jP>gV?2;c`NPjnoEGA^+vho6-~KSaUqGE7M|qqoQhUkvEXSB6{(2>AR0qpE#!z z!zvT(({=7*v9W0sQ4}LMlSlk~xr)M;PFGn{$kH+s`I~9hY>yRb+yzHrk|(`z*o9%P zTbtLD_%B%YAs@e{NQ%LT`zW5oozNqQ0V?C>^oc({R0N9;0t z=(;wg>-ojfjSr%&IUDP7tZDSEC7MTqTl3nKn&>I*n|^crgtjPu=F0aJR6^rUg+L<^ z@Wg>}xez6p2VGil%4V9YXpVG_x+2Nnyk?j_F9y7an1e}+uFmI%Gxch`9rXH>S&Vg! zBMk$am*n*hG-AlQ`p1Q;u8R(+4e&6tr1F9-!{$Y~is;0&WaOeysW5n6d|_460!d+u!bHn=P-c1;tvv{_EK}B{CK=(vX6n! zQf|^^QP*V+%f&AqGG3w>{&@k}7Qx4+#?` z^K&YjJ2uAIJ^Gl4H1q4pFF~|AVd)Lz;0zf>)5H{e!o~BsUfbj~B46#{g6j2p#(3Qm z;f_S*7LmVm&YQt&6%Tno9RY*660-ptP*3a>C9;3)BliKHfIXHPTX{%X1m#W{z8w=A zVo^P0J$A@^ybkiO{(b~bF8}^5AA|WlYy}&r%J=xYec9)?AG{2+_r8 zN23n~6`B)+wg|SZ7Ci|eP?feqU^==LwdF+hqw>84D}$ckYM9$Y-U3NeP!;V9SBu@t zQ-){L0W{b5@8{6{%IpkTVD3`>EwQv1UEQQNStMM=7R6i!4Xfi)!UKvu+4Kzs16jyV z=~P)jZB6Lg(oWb+U{VJ;qv>ZYq^`y>I+NBr^hoXoJN61ovtY|5 zz!I(rC2Nr*?7IicQF(=LJs^eP>}A39kxeHRQ;&m_n=hoha08HIQ6JMd(IEIs^IYE8 ztT-C{g<;SDJ9F;^5u(zTrrOf+FcJ}VQfV8aePaupSdN!|j@uLdGlUVpiQ8GK^!Sfs zL}o1=EQV_VA_p)=s$q3DB=)SaQBF-REW}=pqKO+AH*&0hLDx7qzZ+i=nch`NOd#H5 zob$@uuZW`7#^$O8X|Lk)wQPq3fD@4PqBIxkmQ)4`sK9Z&` z7sgiKV*ccwBd({P!{2E7b_BdHvK#n(++;EIOl+j1e+ArISZJU=6%awAI2|by6qLs0 z+H&AnH2Y4kSOtx<=a4jL-+LJST*?xcD;&en-Kvk10_N|`J(Ef1yuv$tGYI#jCoEWH zMcZduPW&1#TjhRXii<2KU^pE|=-7&{dm>*~A|Qh01rYo2JttP+>b&pQ+-KTFqoa&b zoXAaGF-#rr-BIn4WBWM7(Y0*rWx#djbZ}SVJcIEw)ffrocM0)JJb*0TaQ=iCL9L_; z)1*7k)hPiOlzCxoHeF5!4#v9Z@=$JU+jAV_;eoRLp?*l&WXn@i|I^%~=tMcZJS=88 z0l5#YL|g)ZhK&*C_inF$O?>?uh_2iJp8)fdk5u*hP8DYooAi#P#Fam_?qTS3XjMtM zQ4Z80%ms3L&uOqk)tw5-|3+D^n)$y{mKOv|kSvCHER8mA%eUA^J)GRMGoOgj6vkm3 z;+I-4nuT74M7IWUZ0CK~r?nln>WMQMW=S@`5XU9zSN!=wK z4@dTVa@&5Sxyab@OXD4;j8x=S4Kaxeb!?bBL$=MHFUw$S@6G-b1v;ABga4}&Ak1X` z^>^XgWS%5JXK$orycHvBaX>_9K(vgA)@lq$JaSXTs=3+a1iD6>l*)N-fjvvWIFK5L z9-SY=>`-tQ9(r92buwBp>D=}3j3!pc=ZSCp(fAPA*_I!pf1r$;mQiPXM|6J@s7bc9*nWC)m)5ejQV~?e0PR6XE{RKPyq*tlvtAHcN_+%$_2|M z?DyapoI$Qoe&mAbnhI+64&bQy-LYMHkkNFrmk&?5?cVdM6H5ZCJrgC-p^^e@6MAU= zo*2R-1JawY6qQ-U<#5+TD_?GlSHy%8x5hQWi24a7N?oK9Yg2zcG%<(oh|#PTyFlOH$Y-gs4V`1dF-I+DLV1;ytnoYW(2YGA(x@n zSfKgQ691+AZq@h!g9Xgpx8(hFW=u=AgetFmh6a8TE#BTu#;e7bb9`CW8@&K#DOX+;dBaNL5WDfz_bMeKI(5xMGPIj}J0%{I%&g2(e{SQc8?^CHVg`)%v9 zvv z=JZngj{%Dr{xfI;hm$P;pGSQA*K4onUb**h!@b+1QK=|m?($5ZYa**?Vuql?F`BF} z`WRoy)>2T#Lwi3-b3|s(6BZ-X(?jLm_(bbfOYVP-Wn*;nbKPeaXa=h9eorO=@rBMd z_?%c|w#MSqq)LqzCp6inIBND$`^kaEu4h;yb@Jk$Ir|^&+n=+<06NP5R!R<5<;k=6 zPR7U-MmC-hYfD}L;WLxQFPu-mFTEn3TUuub!7u3qcL;iu!FP*|V;w)~n0tm4L_%No zu<8S`mzC>Okt7p7ovxB^%4Z{(H;i8_mmbiJ;+zFlQ%5lW=GV7+{tWGcKdPFcV#XXB z+G3y3#!i4(FZJr9zs~dzz@&>xVX;ZO>sbGXA;VD=dBU0%aeAVbfLFxc)=EC3CF4WA zL6H1TxlU_AcrQwfaMB#|d%Ww&{X|Mg{Y}U+65+V(lKNAD`oBZS`y}P*W zAGch%{;^!o*?;0>E^%{wkTcv-u?(v7=e_0n#JR;6dPgwKM*OAq3uX&Tfh7>%Q;R%w zb=qfpiXVFc+fd(B1WQ8D&@jQrq>MtRkg+gW`;Ak&aCXffJ2_jpKaWsdb>{~Er7&@G ze5Uhys)O!*ar1tX=L9|LU1f7+^us)fa zL#S4HtR($1m@UqP1ZsO^%#(p=n%9BY{_YDmnL>uYrE**_CoC{!jb)@^Z6P276MA0~yujk~QIn2r&!j|I9oUaJ zeuIOlQIi##d@pC&bI(;Z% z#O%Yx9l>RK1j14EuPX~gn$dC$`8m`X!^7P!RjK}I7Mo9Pk7b0dKmFque5xVT)+aNJ zV*>iikfl6R(MmKf41Wsct(82OJ9&k}dlPbp^x;D;ejy}|Kk4)X7s&73)3^h{GNlN5 z(y%J@v`7;Jx}! z+&_QCr!Jpp(*{Mc_P)93^u>hqbZ%eXu4E577VWhlcN@`Ti9rZ!XRcd!JS17eN0%oF zh4o%iJmvcFKLf$Di#3!j8qYrzBn-=$i$b0S`AWSkt096#0#&pyUQ*Hq@S;{#^*OZbulAL{~7J| zGU71+N~-^R#@pec&g2t{L@YL4lgAxz6%LY>A$r|C8@amOais#D2=CY2l6ZZHlDNhZ z30@okLF887?6VZ&lwr?i7uP_tsgO||z@}+4rZMubjx6#jq-1^sm9u8jVo8+@-Kt?5 z+tV|J@XtS7o{U-MQfHOT#&Xs?PE^KxN^Tgp=Q#gZr`aJI7_JBKWKJd(+mg><<}aC4 zuk(?#q^~oUyr{8QR^BfyCP>H!=5s;%XvrmJ$va)b4!X&kOr=yHjrPAT12NkVWFwIg z8KE7meagUQ?;5ozqDSC;iP(i^RniT)VaB;g>fZ_A)jZ>X@f#^U1!NS13r%n!U5uuS z!zQ(Q z&(mi0dA9jh$DM=V989BsF_3($vD;I;u4JWq&?SBrI3j)mYShh%CS@*Wv64KwE*nX^ z#<(Ma(Yd{c8mBjnUU0-rB{qt(a<$xSkhYEPEZFdNa0Q3b6039j z(1;OFO{j6LD=?;p1fRWB(^r`!!Fbm_F}z)oK}i$z^dE8k&_|Q#`wtg@kef8W6Vp;! z4A>y=tsQc9`FT^(8B=qKP(*mAz6OpTQu31Zw(KFS%>`9F)~fKK9V3U_N5j;46INk_DHpv!wBAK~Cetm{Y#zQZT>VBg%E!gL?efqQ!I0pEjj<%GL2h zE7kdY3kq!lG)xNw1A!cQsib*{f%cuu8Y1aGk559F)pnHi#E&)SPQ{WX|14y9E`U2~ z41kAU5;-YfYuuo?9TM$W07wfGcd%i@oz?atR@Ty#wl}|GtIWmg@G572w3ff;2w2!m z1}Cvt@ZV5d_~xS=h<~M1?_I6FYJSr)n@UPCwD~hCA(;K2tY8rE-&nza691DGoMt(- zT)rnU2fhVD4**axHSaiTp72Oy=M&yJ?i$3K&@M%BH+8}xMYv8>f(?F;soJzQ2m zBwCoJ_skn&rk?#u&w*SjOs=ZY6vUPG4RJAO=6k>NaFWgE7}!XM;x%tVFRo~yfTvSLYtfkSl%n3JHY)RQD11tw#C4(DLol3b)I*$VyoH^ zS|rv@psHP1P#2n#A4})z$?HvHgXOv@L`EgHjj>9XPKc4YOtfAn*^k_29vj z-!a7+jQnorBfNI!SCKqbScZIa#F^dnCHYE>Gy~_&^sKeVvi0@DtJ|3jkzzd_No~l2 zM$Rx5SD~5VIA-XKibkr6RK)k$pH33;aia44B2pUE2K{iM@!~{^C=y01cP}r|Ux>Hb zRzznWcz}D+9^<@V=drduk1@A#PL~A#d{c=tlhHaw^2K5Men7ErELK2%JS%@<=@phC z>#IB}J*%Z1U{juhAhpNrEtaQQFJU+kEu+zPF3O2HII;Oq7l>Pz zEOBNF&61>Smp7Uv;dz}*kYD7b_QkUy_iMy})#edC+Ervkg5kpYN#xl@FfjdRf!xKr zRt$RAic>VsE(B_;!yE#ysA7i01w{~Sh_>h_rC;tY5`IjCg{ zmrG}TX>cU<^-5$sPrrfsrb4pEpu74uQWhg2n1*2XgX!A5rEfr6f`6QT+P!AFh!d~5 z@#?iT0s-+U;~=(U%c$6I65eKpwXWBsAIUEt!&8=tNfcEX76#S^9fgSV0eTV(rLL?j zT3qnxnTRe$4UneNp^>-L9c(-c$cdD|ZHd%!>-M*+=4f^Q+JYf#a4@IJ*>r{sc(dhh zLDD5&?G!D%WX`Ix^cx7tb~3+!h%Y6Xie+YGjc-&hkE&@y`xzC*@{5KzM}Szu&6WrH zEhAHEPCeacrdLW^TI#YU8g6;EUkTB@ukAC!EKGz&)8!v~8g8Hn`f<>d_MVzJLJt_w z*GCZrRVVlOH?qhY`8fnC3lMqnrBT}q9bG%Pr&*9&@%jzvpa3BeMtX~6BJMzC&;AjF z?IGqEw+$6z?0mx$B5ksQ1$d;}?3)8m6#3&w`CVo12n^(9@^AFCJ@A)Gve{$6Q~l54 zaC17>Mp`wn0vX-0@#ok5y&hAsgcNrg4VOHxPcXHaCs`+^ZWR)u{g@kla!=Sbl~0%u z!7cLJtFci6$2ZlhtU#1 z1d|dU25xV!U`~E%)1@pu_lH0~5<<|VRVrJ?%~xcA7AbkW8lH$&I9X0CNG^X+*ElhX zg(}9SO?8_fCXZE6ims`d{7(6{?quZ9>sMVFIM;AM79jhJ zH8ifg&u0poQ;cU^2PVgDP6_JIC+*pL`qr*cydUMvBq<*jPsoq4uM{w5@$BF18n5;r zbtq8e(Oj_9q08hMg-{`HyZ%^G^ni!|#@G}I3NkjVNO(!DdY=J4vL@TlKH{zvoJui* zoOqOzZ8uVCFYSp+pGZm)%?_ySy|$7)U{vFj@Q5QvYe ztb9;v>s)VUsdDi&xYIuEdQJMm)80&P zIE_-Crqi4nQR*27#zU#QrtauKnvGmvwVe!QoU;m1j~&WXyd}B zL@*M;A*MFg!eX-xXChutIW#MK#iO2T3U~%<4upRk{L5Mrhn7I~|L zgqP5ifzIKjidIYCBA@Q_-9gbgF6UcgI-Z;kNW_jRHS7xhQl|8tDS4HaQ-Bv)$)L@x za{H{ZI|eNSBzr2NNS5?Zvh;2f1y%3e%`>-S5-b-S7}B=26p!D_ zQs12Ea$x4j5|VBp&siPxObNgzQJ0aO3nMI|-xN_??AObZrl0?oH+yUypSVN$ELoo$ z#ul#o7XCAyZD_J(;rZ@^iTkMGpJ&=98%+7U3y&FgKegFNND8s(S5!0mz0U*P2I3&r zY(Yp>+=!ac*7(;SPgARn;=;{%*3gJs0k;$&4Ka%pEu*V7J7untOUF~??rukOu-g~> z#Cp3!6Ef^!E+rPXk+Ngs{&6ZLuyu|m~ z5%y)euv>7l(z??Rz75sL-ja!o9rjYup{s1M7baU+U>_=YXaR)bMeW$m3`=tna`k5MNP=d;d07-OK_UX|pT$@D$#H?u9t{bNOBx2x z8ZaqpHa^<{y3RM>fci^7Y!;oHb3E%U1y8T2uDD8-l)dHZuOO@R{1Uu0PJS z4uQNR985bdC|uL<0=F&-pDoIPG@!GHSsm>fGuQ(Pv z-@B)oKnTGTAh^4`YjB6)?oznB6Fflz1ee0y-QC^Y-5m;Nif``k-k#~(Yi9N8>FG5y z^$%wii*>4~b87GX+0XmDYQudIS!*E;jduK{VXC6s-* z3I?5=x6i1pi;36iqnJKbn^!mU;f{cxXWv*b8B>;+B2#^WVsfcWsh((b_u?@X%dwaP z(x#p;)K@XIO|U30_Be5FILN2tzVH_b2EL8UGMKF1D#lHIZ`aCDw`F1vYLmoWy`28U zcg1aPN)j#3j@2W~d#jmmUf&1S?dAT-B^{MP%hmr}_WY^92b#^0kI{2Ptt58t;u8#Ni z7XGQtc_L?AuQmD`%f5}kpFhF-w=PA)wJgYkkKdM3Z$EwjV50u&9{xVLo+w802KSzm zn3|6}-?={2RBtfafW>TJMswf)?T`BVdvUQq63EF4Mp=W!ibc=GeBal2xCy57St#!;$6 zrAPG<9H!d3J*1wl@p4uO08EZSbY1Em{&PB4BKQ}tvR`Ul{qhzKaXttV9h4==DmRS` zMruflY|g!_+lY4Yh*dLd@xEE1%T3XWRC3RFTNrb72u?U8$X&M;-cj_}W7)gFHy4Bq zEf3`Ert+RQN)=4fs$VGgO?^|Duoo0G7gCdO2mqzk;^dzkhWl95HdLrTCD)?{BwCp603pfPfjn;+r&xClbS(NikkRQjjPVDUzI3 zwwcu&Lk0yxoz(*KV)3vV_t+m4PuA_l5Sl6ho1UQ%uYMO%)E9`q%Y4AXvd^0|A!QP^ z3L>su`=dMyX*yiN63_XViUd59999)1eBQ<74U^A6O0OvpYD!CUz4i9TGQrx!8?yUY ztqnzbSlk5O&PzLHqD+8}FV@_AE+CIZ#NS9dv@3&cl2k;?Wx;LuGse}2%mD7#qBFO? z?Dk;NCy5<=@ zjAWBgCnQYz$K*LthUS?yPrLOAi4+ebe1n2Lst@(OK zBDhiuy91t-D2L~Y=Y0ID)0rYLlbx9pu}8FftuSA;$^0bSN2ocMEx;_Lpa2v#fJ^^f z?}hc;SrqNDL$ujD?gO_05Reb4eIt{`h;!b8;L+TPQ_Inj5&U+%-8))x4Z5>${u-jk z(u41q?UFP5iDKhUe zez?ST4QsZ^w(Rtp4ii)^6Iota)VsX$-@Y0@hk9RWXvW^9FWXyc%xwlj2D3Md5yU_Tdrqd1n+2 z**9)HN@)MCz!S0&;Y6Y-w{*IA`yZW!2{O4#nBMZ(+@*8mpKZXmN{cb_q28&|M&3A4 z&gGx5J7ug=cjikXOkc-mPr9BKp3M|SejHvx#1(872CTX z|Ln!Ec8dntx4E;Lgns-LxeM`geP^UEv0WtR1lilzlqXZb7nHdy^^a?US})_*rn}>6 zQM9%Y78hkeDNM(p7o$asGz$`LgiG-jHD7HzasKPqd|AW2|7!?r@_=rUYd~qv3liPqpP~ z02{@@YPx)hb`F_T1UVHKbYJ}9y7`yE14pPW^Kjc5sg0)v>`2b^2|bkt#+4@4zWqz* z2(7WP#q7)G)jIAO2kUYDQ?wu@22%1;_Yn~J(bTLLdG1-m7oe$Mk+>-;G zA??(GC!-8GFXzU0UcX12UmJ=We@9qdt%l(>BqSbqC6u$GsWWAX#>7nzEq50WyxL0H zr$_Y#yL$5_Z}Y8MhWrtz+_;HsGZ0NCsig-7ogo+&woQlog~O6i*4>`Fm4QW^C;J>* zM^7Xd`sf8FZ8xy_E2N}3Er6Z`qYu)oPDTCqy%GS)=91s{H0_-3ET7U$6b}A51~}Cg{VKqcoE3u#I`mf? zcN}IybDpa3xX&xDr;&e5-GJA9Vy(>roAA{d|Ax%p<6O-FG#K11L)(lcp-T)u*Dn7p zWUhme>F=ymSGKeolwUYR6x(F}eaHzmPY7!d{54M)R++M00BU^-2~Q*$mQ?6AlX>SF zd@>{yM{yibtX2t8e?}aK!B<`u$(KZC=3_l!2*<%LDQ76`@$67d4pdqM*XLVxtz)C&2KN# z1)ZN12ZT>|UKAF=*Le%FYn^bIb$eGnr%g)Sdn8gk%?qCqoFfoT9ZK!4W}i_j?E|eOkVxZW7FFNZyrn#>Je>gALwm9m`A| zaBJm7kEl3uHfeq4idbS>)x3!^6oTQxkVdmTj)szf?7JA0VzUgB7A%~P(n&q$s2cu7 z&%XNYV+793M79{p@mZoC~;jM!+MItgcMs}R0*d9oHNn!by zRq)%Q$d%-mt9x`>G-6W`4rcS|L`hTfZuC^4TK{)t$Z5Or`^ykB|I%SkQk9eKaR zHasm6v!3NH_aT(&&{bSFTfs^D2#(HSp%1V9vD8|Jv4N=Gc4KiS0uz&j!LR$t(J zC0djPuPU_6Lur_sO(R0zzmB`L51-FjFqN;zP)(imaopC_yrmC%r1IY5kc|iq*Q=i- z^)4`${AZC!s`hIu4GeSNp%P={)_7cM3Zs424@-g62yL^AN6g#(8VJO}69P0uy#B>O z`td{m40z32R8ddyZ)$AO>QFee#ze0$Msl{RY>QGGaQQEX?jN13{qA*rY<;-2D^GGl z1(!!-Kiq2fw!6%td{>J~>GE`XWv-JXgRx^ue?KsucY=oR0#4`Jq>n~q^L8EgH%A|@ z*qB(3J#yt6~*8^kc{ZfltM`9Xk!=-l3=+1oupo&Z z=V}Z2MHYvfH&dokP67teSRCkV1o4rqg{I7^BvBqbz&+=)dy1G+Np< zC(d5}rSJ*f^f+mq(SSl*qxl;tb?EiBw6qMVbsY7!r41A+2?+whP`~N8xWX!SWJlZH zUbK_S9zN@Z0{T?+lVx_Na}A@izm6R}gwTyZmPTo_DbCQSVH6a%v*R2m8gkcpowgk# zEQ!EL4By+jiGul$y*;(Qybl3foU1{V3l|^UEsBdS9U(dC@9e*TaUQY@%D(}|vIOd2 zz}Uavs5ezV?~F*t@);qOtGO0ewX4tw#ib&h=;k56<9p?G#mZ;X zf~5kKQOd`=2R+7MxUYWRd^Aw%WFzNEGx%8uUWpG|%8r&MQ*uifkE#6lZYO)~!vxQW zcu_VE%$q#y#G?*O9I#iqPX`C9A;3LcQgZfSEtYu=O~RE5T>K~XK55}cMsVOdfsw+qV>=tOqCiInj$ zhgDwnoSz;L9lR4ps|7l)FX5mh1f#PS*sOSti1Ci=C1t59xPI1S$cU210Hveawgdzx z^Tk(h7I5VgXuv`Y`+*tWhO){sD}c%wWU*G&iHdY~cK!FR<(n)juNTKL*DAV^CaQGpev&)9G|bus!M(q9re z()ckZy`-n8Ooi}d+*=m4;YQA1I|hV#dLn?*1fBdx=k2q@!UmWx0#KZ2Z&xi_>>qK+ zyQ<3b)xHdoAAW)T34tZ!O{%UM8UnFL7GCdSl`oH=RcKL<`?Uv>+gW)*XR)8;SflGK zsqSEPusOkRy^A6n2um2|-aI*&u`UJ1m8os&I|B_EB5QrMXfCv#E6ZkX7ht! zeq(#bm8blypJ623Jyb4T1)VL1XNw^vQ5LSAR|V`SWx7el2bT&^h5e1WoyvH@Cglg? zQtDVcha%Gi`om=-Iw-5{BQv49^fLVTBgEc3iyG*o(NQ8zroKx??jKbA*fYH&H8}Bg z4^<{(cAcH{b}!RV29>ZjD4fB3dnI%Hn?53ZtlxW|q$jwJ-g3#JdM2u;;$CN=8(d{O zRqLof#d-(Z!tyK2-@O>vH*xeiV@;QbLp|6nEQ+Rz-Hh$&()KFr*~P(MvS|{Mc002e zb>4i{`utb5y?Q5Fa7Rxr+hH7~J=ugubQepDUCsQ)5LIPn3!h=FTlyyBgodAKdH6Bq z<&nsyUGN3Bj;pkOwuBqV$BLdIcD5MMEP+x4Ze)r78kCDnq&Tz8|Ee!~a#X0)3mCN` z$CTKiEg6=SGZg^gUWQnzsvK>n(i8p|#Ox0vPYJCv=~ee4?ssWa^P9P|!8xSV7pQ$@ zf3n&@B#i*;byplE)5(~OGEBSsN0dk{py8q|hBw^frmMjhVsaa5jtx~qxgwpFd}JR# zi_k>zIAznjQN7io&s{c6LRX6kr$lWwoFZj*tJ0VW!*$S#`46KUt7XpNw7@_fy)3Y~ z)%U-ZiPOv0w*QL-_+L67cd|{yY56tcgQS-`$3r%_R(TfmMH#D2%!@cg`GmvQp5=t! z56vaQmWC$ij}{6Qi*3&YM{>XB0g@;GfwdM1(MklHe~_J^#~-5-VpbWtN;jK&s#N8B zP7sy;Mnm-(&!Ga^Mveq}VhIQ0r&2yR8 zxvsv|rKibD(l^X-Y-+S2_kK-DXwAKXv@yni`a@^vy%k4<(qu)pHPXx6`l^Hm|0BEH z>n>cgJE93>TUY??K!am30q&hAM6GF<5+ew%JGUUCB_~h={*^0R+!$;irE#pKzLan! z`_>sFvqjR>kG6lVRJ#A3YHaQ_tKyQ|Nan{oH~CX`(kTju-!ZT>l_VlSn2#l0X|GEm zCZ|cfJ$nEn9JhDYC0@u`_;kgyXd!(Xx zv$u)YeM75&XR+8Qv+Kvb{wC}!-bj6(+;;DPGy~?Cc%Z|L0oiw86n~Xhk*U zT7E_>DyPJ*qzZ(y5?5EBruS#d-=BDb%4^4=y^J$miucMo!p+JeDM$k$bt8;=ODbF= zG{ljx#T$?X*QXPUVco;JDu0GI!8BBI%6Q0TtFn5~R4-&N*SBYUMLE|6`tTxPrd)zH zy42`{TGt{Yn-&anvr&9*Ff8P(bJyu|qx;wE*Mh_3aC#U(6`mVrfo$Bd0o3I4PPEU2 zO^#Yx+>tiA3DRSsS8n9g5paGE3pc7C%*=%cE{-28X?6|!CTzO38smlt9z4@BD~tQ$ z5dPnjw~xCRixN=yi=#R1SGD5LE4ZXgm)-aQ#f1(%JA}cW3D06ut zCJQ!Zq``!x>g0%l8|bblbw*(F+uatB)%L2*tLsxqfQ^2zXa6Q1!RfF{{53o*Fz*N+Y#Otc|@~8N}r%U_f@3VG9 zG|ON=tx>w8E2Lm62{vW4(7|KQ`qzf1REmqS>F<(xl}6Px*9K>OG0{OkRvV4N1jv(wfT1q(e1=h$4DcPQkGh}ggOxal`6 zsiV-`ezv@qx>)lLh4(`I#Okn7f<(@cuSi^&06@XNWlw%WtJ>Hu`Jt9inU!0z`(f*7 z0@FuAP_c-AD6X1Lp(OJ$J;?l7cni~tL$cTkC zq`!hX6u%v9b`0NJ&GR2Kphp7(n}UEc{BV+x6KvosXx***JSMSGS^*hZ!V}!*&~CFt zzRNV}bAO@wP{^E0-iaQ5a~licslUXrw8A@t*v8>b7cE}8CkCKIUWUNgM3@fKuj^L) zis#&a*JLc5dER-d8nhzA9xaR5y(^KyUA(#Ot^#3CGfaI3sYNiSpHNZA16H7B zWzLP_B|3QOjaHD)@~bMS3XDgLgw1at``)JZCxMeDAaFt{Xq@jS^$~+|SjuHw{|)A;J;PoZ?q(mQeoUVJKK}-h-?3Zs1>WX{T^GmI5qS@9Az1CO zA%K|EMfdyfDeGuRg4nzpG2JVXB@Q;a)czkw8d_XPfNd=wOa8;YW{;agebp$_f~|%S z&KA_$;yd`ZDe#cZYBoL`{bxEaY94}u#2P5tc3!xx(-2b6c)j+adpwVOqWXqt8%R8{neG z><&mJ+&x{3rnMP%&ePu%6{Y2Dhg2nytZn8p<7DPGn`a(Mz88>yf{DTc?{37+2F8_8 zqtrQoOL#eD=xh%znGS0-1%8RnjN`TD({)su_B5SXa<&crQuZK<@`Kxet?}0O6`N~( zdbr_qG#~WUUo4cgSIlfkA<|c-#}%3Q?6br4r2r|XOcI$~NWqN15??do!J)NZ%6=-e z1xG-b@XUg$ZK&PFij&I+W2m-|5HbTmmsL;^df~rjJd)wGJWhT_LwAbhfyGklXYWdO zHTN9LAHq8{0Et9xEYyYMi7{KkdSgDHNusq5MDV83_Ms{Zmzb@-PU{)3rT<=%iK{}^ zK%&bzc>5Jj9T!!x{Lt`Fnj8q@+By?ZxSQCW@~c-3j{U6Ad@h`HDQ|+whu`&fb-?k? zm0cZaK1(647J?oLBRt;2LZ?_SB05TVcn0oRn=@HCcxJ7ICb3OCe!}ozYBt;)+?q5u z@3-rT4-HO3fY1R?rAOv#q}V=^ueAL-M&mH2Fd{*$&9}M?UbDIB*rZsT@(Lz_0qM=| zpI^cr?=@Df1EQbc#hp*?jTT%NmFxN@DS|cSGoETpV05jT#B(7Q8@&?voA_l4)qi_! zkvs~WelPQaD>TwxucOZ^KmJA}iFs9pm8$%hm+e|WtM~(`yi_U(P(CRq@nWgLyi|O* zBGfl-Wo^4EoG9VZI?oRMShfo2e%R;1$I3+7U0O9*S9{wc_|YP0F#jGx_3n!;$tffG z;@gOGUQIdE_x+ED1g395gCP`+qr6t+sE2Z;g}4xT;5aLxS_8dFNj&9y;#~Xv;?AS+ zN)QmVT^`%U3vMzu8n$3C(b@qXcX95-JuJdd7rck!=$NxdtP=t*}`903H8Kz zwm0?=i{N%F+c?7Ov7OF<1O=ZvrYF9BlcrZK6>agpS~nZfNUh=FYd-0DtY0*V@>vp6 zhsM?hv)exPq@3gZTS7eiKpA^{8#duVf`#*kK3&Ev8RVsSxh_x;JA9B9Vo{oBq%x?wT)oWLP833nJBx@aRy3PuW zToS$5%Dlh{8UAK?;Hx;JMRYcrvz@lXZG!}HbOV^kqetN}#5tlnco(=_UH|x?#@y)M z>{sc;C>19bolx2}KZ!`mM8-c#^#o5*fWGj&f_~hXC>&%YlByAk^gW^S1j(cM(FIprGSd z?w>zxss+`VLrI~hkxc$%f0xyb-(M-Amq9Aob@imn{aUCvAqZIs(;MB$L~*!eZkCxH ze7*(BD8`)xns9r;(HkwNjlDLUDV(Il&|I9G2(ip_a;1+n^p0qP>ZB4iE7%8Sr@JR) zA-tlO3^ozfaUR`~e+`X+#R>#xP*%jYLuJRXp}W>e)C*2V;y@~#v`4;Q&SZNvMGhMn zP1bHZx?@B8S~$60J~%9@S3dizPTf8rj@3`8)4yU5sYAsDUq z%j3$pvvj!_s2Q_I8EK-uB~UaxSgU~Z~&HhSR9E0rW)#34g*|3 zMwP9%pj0u}h@YCuQWaN`6)ZPRGH3aC=pSt;_OX%M?qG?}v-Jg*i-2PrwwHB|$#p&X z0}c|&#=$7lTlbN5MpvqVk_9+C&qi0&(Y{@V#aEI@zMX{sIc)V@8@*KLa0Qq0@D@k4 zF*zV?IiEoDd!C`H#*=ptueoZw6FN*nO~N5CLT};B|F;u?abA>uF`b7D zm67Q@NE-NrORo4eOvg5>w1AY2+4(a|%eq5!6k}4pB!{?d)o;Jz6i@$s_|U~S(?*7q z_ZM^-8gAJl-4X?>jjl@bCiy;+2yL-ao(%yGbsU|RkQF%c3df_Olw}Zf(`#L-c5qpg zwH~q3J?8j4YlmU?_r_{hKS>qjgMq|^B*|qO)&7N5SPF4*tZ#8q6X{WxfFL}7pRqCU zzWyjbIQpQ=CB0t|4?Hn9Ed1EAsq+E6qb6FTOeyhv|-b0(wX`44UOia+vLpA6YZG%v{g$`R+2!XqI#@XRzK zI^|nsacLTK)Ib<_m+YEI^ZWxgmy@lbgzZZe&wl;&6}e|U`)jcB0NJU5fXLyEynlw# zfngKjxI&#Gd5Yrg#Z89+B03esv!@ztrF7B;YZ1RF_5;&RU(x>ja4xWx@s`_%?{aa> zFHxWn32&geJj#r>mSHXff~{9QJML&W(}~XrNXHSYD3ka|Ly=p;2UR&%wUHN7j6Dun zH{J=0dIL6aC}=@&ZNVy4PkdWmA+RVfPF3Ie$gdbF?QX=N`Ru=Nal}1*ug^90 z5o&6P9+d<}BEn>;`l2|}wS0?;v!MHsV$*;HGgaD~N#rF08b%_E$ZZbbBCKCoEowSI zstVd}9c-;lRc}Emuf0ijJf05~xO!whUUrdAt^c`237P|U3`ENKA4qC{ma2W5GZY)N zdsr)fa@cR*h7u}&bb!s;<4^iSDUp#9@yFKU8Cm7NjVpRas@gHO-urO4#h+TTFwb^F zf$*0Etl69pr}weiYTH(Z@Cx0XyyAaNYcG!d8?AlG*VV#nY5>xU0V|zz2&4?Rq-7p0 zGfR6`lS@>=;!z`4G_u3d zTZC!y<1dy2-82o$ol66qUbyW=apnvre>=tBS)J&w0-5|4=Bh0}LDj7qnhg=|zM!Q6 z!}8z!&P_-ecDL$uJ*%P>`I1>K&>K38aVH+5`MNNQIY@d2Vm0Qqf0zq{{&8<8YnkUn z$6|He+(|n*wEw$%BiGI;@akw3l{W;uk+?P-d7z2Fm8_c`d{*#7S)zuIhE_c^kHb3$ z=edP^g4Y4EZ!29eCJo+eBxGm}=(_!YGZoZzt~rn1hw=-9(`^Zo{3(g6ab2MVS=LE6 zQ@hT(dDk`2SK`;FMjO)NZKjXrMO2KHrGie-%rw+$1QP4}$ATr*+$6%Q1UU@)>Us0k zlsKRZnVV>0v9tBQ)RsH@Z5+|vViTL}kMW~AcPvu+bJ-^ksejvz`37aqXSG)j;X^LPDe790Y_-}>N!72Y&!f6Gcz!Bd6?sOWj@V_IS z7G9-XASLXpI;yHjh{P3Z`{Hn*LFd1J<@R&15>J!uO#{7SHv5d?u2P$e<02jkvo{Y? zyfX((`f~xEMt+XX8M05NQno@)7@Is{Xyj(- zm}r*W4cxPx-b(qdDf+iF;9E7_^qqR_$;U(P!c97qDq}RoW3r7czCaNnnW(eu-?lp+ zJjwvub;^)80;K+1Qv5~+hpwX6$paABf!XK&AEebfkv6m6sAX4^C>`tB<5ioE5=MH% zDwg{C%bs*_40==SZN={YP(mcQ7K`bZ4o{>$oiPUC<4N@#q#Bu%LJ6rkQ%&#wK|V@g-8C#KSF1p z|I)^B#5Pa|oHZr`$Fcgy*Hpajpk2s0ROjKl&?-6B3fA7vQCP({8;8nyn3_J1qStq% zrZjHp{G|nd^h)9o$^LJZr4mJ};0CN{-PNCK`qE$|cmE?1|4(`Fv_&~l6G&Vmxx&4YVJQBIx zp&qZf!TkVn#;Sloz!KEk$PVoGU5b7?`d9YM0RLbuMK@FA`!+@U*OPbbpZ^J@|CL#% zxe439m2$}a$o*&)9GRypg^hQWtMW#Ohw%Ml%kYFxST+ZP`oz#ef*i=mol(EDj??a` z$bwM7v346qTjzC4$GsPI0I?VwQ|4+H0FK|^>wB!WF;3QEGiSg5T*?SOhFUT^ewUmN zxILhNlhlRa1$lQdlXY3Ep!O1gT*Q^^A2~E%A@g?<+5)&0oxF zsE#J4JDK%pb(~Jw8I#iwa1-hkBby#2r}KR6XSkUMT&QG_B09T3B>yrwi>HPsF%jBA z@lx?}y%LI*bu~57=S^d&MQi6!!nF?v*72pZr^|-t8>Gp2&aYWsY7Pg*)Zujn|EI|J zkJbyS+UM>6V>X@j|7X*G70&;|vS|_vokv&9DGgoYk$C({{!$(pkH|j2fR_D(Pd|Os z1BoEn^f8zJeU?^31^4fgAvU|`U71XU(^>(i3xzpv`~MHa-SAJ--v43&{zrh`XeF+7 zskD2lZWZQoBuuu1S{butaOe9P@w#n%d0ZV-b9x-W$NBPwCM0Yk*hCijuk?^L__5o$ z!Va7worOAFKQjqm291dn@FjI)No0evC%ujMYjJM&Jfq^bb5T4ve}o9G&MA4v`<*S? zJH9Z)Sw#wc6dcnMRWwA|f^Hj15<05SkXu#PT4udvG1Y?HIhWood!+XH>=73Oji)jg z6oh}rP^@WjI8!bnQQyvw{iN3TqNIZzQ*3s?`zymrH(f&nECjKaXtn=yLXB3*MUksF z(>I+c%ZGCASp=gz!W_zp9$tZFy{bG@iY-+umu39oeSX{$b8voPU5QsNmP2C&rGv+S zMGu;7R_nkaB@Rs}LZ5H4XDdQ1`bP*7MVHk#nOA~60~UhF$Pr#FzN&H9!vs&d8G(df z@gv9a-z9FhGddg^LsdIHGWa!9JoZZ51}|smJfbNLG`8F5%IYup z3IAc*1+a1z-O5Q^C}`$>;4iAx4je69)R%ZLHD}(=d)F8ok+HPA-WXIWM*TPnm8~ z>c5KT>OYSvB+T@-Y=RkvR_Mc=Vo6x&k~?lKHZFyG%jsRqwD1LblCsNgwJIzeXqL8S2^2t%Ln*`a}SeqjqZWqW(1G+69ebbEJ)dV(Fd7My92k7LZ<(hgYa zrF*?y5>9rgC@$Nmr8=_TmTHMpQ~WVP+Y-c0;QNI!s zSA$_R4Z+e7a~3m+mSLIUq$i|05@;+p&yc;nDv8srksxtQ5^SB z+y|)@jQRX;(e@TdKoD1G!)!zZbL*%aGQM*Zta`$f(KHj9*SklRQRAHjl5!8ovN0ah zUCR#hnSqio2+g}!c1slAS}bXhQJ8P)=E5YY?G?AS2Ju0B z!N0Fxr|oQx+UFY^^Vsk)*<;E=>HsDHjYD*hZ$2@UBF z-?q^-?5LWofu{<3rrz?G99E`1Rf2daqTlzt1>_4R* z7!Rojci#IYMzrPqTIIeKHUP;+Z)3W`v-Sz2fjr5w$MgK65cFSuA4rsRe9;71g=Wi5WV1C_0i1 zF?wY5-<8qHIbA%kj2OyxJsA9RQRCMICkH9*6xL_8tUMQd*T0s)4d4|UoiDhv1$;zI z^R>Ag3VS+PoWH`QSMALV;ZP*HJLHcVHedVcF4eo^^?T2-`EgAv*&JYL?CFZWn-b9e zTkjZCjMIq>PtOf^?nP{%<{pA06!K-ATklo)q6$|ZTQtM=L>m5 z!Y-Dd++?eW+ibXdRD~3B)uYGUdmalqgS#oDFO{~ZIqLXg(j-N*mIMg%)obyMa1Zvc zEANNHCEF>kNXl5?jry`jJsChB5cQsWX%1P6gvN7B(ui;8Im>gRzxQi?hMEx>->UY` zKn`v*AL++@tXew$+I|&rKID{WKu$1@AFWd5v}NKL!QSmLwde}Dm|fqAak&+L+B0x;3TL$@ zhPB5fda@gswNzXAW8~V*6(zQr@bWl(b}X>3x$Er$!=z_^yTD{otk`*TO;C{|6Adh_ z8$X8sCO4a^Mt1e7#ih;5W;RxFssd6nDK^b0d_PxVCL9Yr4K|QpQux_z|**l4J zS1_L9zD{b6wTO2aG#bl0G36Q)?JR&l^&Y*k$LZT+JnwPyML3&eb*n%5rt=CC{z+b^ zHyrd!%>8>4$i;KASo*edBEodn(QL4OM3tUfpDyi3LtSa-$0(PISYKu84?q zXmdE?k@GBuEce?uopFZ4a{&xmx8hHxkj9>FUi8YiT|759&OhP@AwK*l8Ia|%hRG7O zFT6C z)0uzzb!hS?_;p*5!>l-&FU}Yr(Wo;LsoZIYp60Plght!t4=Ou*rxHJ8Z97+h%gMJb z51R~282>-rSE%&XwuNeV79QLkp?><1IEXm&<(MY?fsM1ebKpdg%?<>J+j`5p`~rl094K27jtSIzl8B>y zr+NeR70Zk3%vgMQy>|$lXP3WwUToH~AAhFs7mqp`fVAoQJ$X#(i|AArPZ6EXSuDk4 zvtvCgbA5XPFE=#s(PXsuK*Pr3Rrg`AbTYmGtbraZ#@l4;Y#a8rq+DiZe`(7>`2XZ`tYOfqqL!e!s+Gfw&I7}hXx+{X6CfCuk1`-o5{tz_Gp^lytu+o<3Q2{ z%y43HkN|JLm2c0UoVlI`Y*YLR*kyu|j8kJKi`GoLf{9oz(1_6Uys-7Gc3Z3oJ}^m@ zU%ymPv7b6vWLB>CVY1}%`n4hE&h1;+T&BWASw=E_van?*wSPIpAU)0Xmhm@Sa@NwQ z&n&mUEM4w5WEvP)FpRQXt)_gma3JY(kXcC#@52F2J84_JG9N3ut@~Z3Xg_jmUV2@R ziRz`IA54>`aQUgGDbU^M%g>6CQC^U9+AYS5c~le8m_e=4{$l1w`RyFw-+ zn%^fApi*mhdS^$+7p}RzwWET#89%xXSek0K1=sr{PQXLsgIXFkr8{|bzC4ZnQ9Zt2>gFu4Py#WrkA~rBE}iGak>`ntbrTZ zRz3AgJszPL(!LQYTl`2#Z>A;gAQ*}qKPskbgv;H{2;l7O9IW3%cQPS*R2|ugAv|$A zmZj-#0L<)|%J?eOu+RgqJyW$w$sK z+d8C()H3?I^9Z|*Fgv!5UnRAdk$6G1kAd=RnR{~D=qw%HbOjF+D*HsGOw=~CtUaf< z+o279Wl|^ZvGvtewJl6Hr&MCStt&W_tpY?uaY_Nqb!h=L$Gu%oqmTTeTe>+^FPv+3 z*}e8G4>S?Q&rd8Cxb%ppWBpmqyTXEMSA0C38lumR1bY*NC_C#SCAlXBsjV^3jC-~Z zD(jTO{tOO4)~KL~HD4ad zl1Vz(>(@6y#2G5gwh$}4!^KU!+b9aK#FUB@fTJ%vPp*js?%8a`wrXQ6lSPfqk;rc( zwl=F>P+Yy@MxnF~T-f*B8%78FxKTlSY^g4yclrLN%249<@Vm=LA=z=#&$ilXIzt?< z*42(bv`f(%R+ZA(@W(qFCpP4w&a@0*JCv?-m!QF|@2`oC&RDmrgSrxrj|dPgGhXUY z8#TFCI5@S{m>x9%kvG-9bBzPm{;06UDx zY*pN)%b&lvfCe&^Ef_sqMIP8A8#p~a$5Ve9?;|E&hjT&AR z$zqlrdH#70Isl+#Byk~)gvEy%N?%tc);1k2GP0hIGFz(E#D>i+otp%c>oG6>o3^Rj+@la)|I8#H@T@Id-=Db_SR)`hD zX3Y`e^xhNQ26q(`Qzf&(AFn6U0wed`HI;l1d-0 zpj&#T`%|Wuw_O|do*27C7kbYavc_=ZO?VnT`GV;Zqom<&z#ZFk?VWAyFD$)1O4uSB z6k?e}XYjA}<`em}QKV7F4Gyd<_;KOT@j&Rg8iHsfTF_UwckEwKw;&`Ypy#iF9iGi38-odouj^AT z0F?PGO8>r^jySB5()+Wj?K#L4R#sE8hXuQ^vtWc=;j`Oj9wQ=NN%v@{7a9q>CUuu5 zca{7WfrkZDlxIVe=3yMeT%b(Nip*R@ft|}|UY`&CkkFGQ2YS8E6cJm3$Zv08Q_Xy| z;V{=?JaKRrW(D*2a%3rOFf&=ZM5iC?@G*ZHeT_n8NQf~eXu8Pdz@{T{74(@wUr3-2 zyz6u9APEVc~=G^1H~w1)G!MVS4t6S` z70qggSdJOmuN*qlrl_N|2hf~&z@HmF%pg{qt`mSNBgv-c20tCybIjvCaM}6GmwVmq z+wEDM8dgPbYXlAno%wix=u15I{j3HFKjIo}0NO7j^SKV16))V#$;OyH-s{Ix;Xd4L!Wq+AA%8`_*gJ za>DXr!KxFT1rd=N{+Eu2kZ>C8mv=g+Mc=l8Ls#BGrSrcXtVGJapS2oSoo^O9(V9QX z)Etd5LnJfk%XH_szuc|E{M7Da^x=*)=b2zjfiAk!idueHo=GnAc@8YFvOwL~-7$b! z-TCCP?rr{OvX2n_s@uj+KmzK}fbpz7nuuLXA$zx26@TP9)?BYX6CQ;oSOFdMkd?Lw zeDX-c-QFp!#po#ti4qg9gU7=zB_uYE78la0z6it9i0zaabD229BFU!2s(me97nCV= z)@!?uGz z_H=W;<7ohl3-ZyhC+@kwc4Ov+PmYi=`>boL#`(uwwKaFd`1_2MP8AU$Iqi!C15R@! zDaCoJ(}3WrlwYxZ^nKfcO|ZrvE{^NZFkH*Xo5))P=WJxPu;lgHnG?tSy$JiNwmTR3CvwU>y83Ypl#6$_zK1*y z_S}oCujuShm}dT7Dl-9X|+i?SFF z@apY(wcX_K_zC|miv&UEH2{PcYJ3{-K8(|Zyjq^zJuFGOU{3S$CC6UdRF%+jCvAH{ zLo@Lq5!wo9-957AJ(}@r#GVAjfdbPKP~gA^L`&q{4cgwm&Lphn`R+H|^*DZ-4Zi0t z<&+)e$~hx0w99gbhlYn6{IvhK_TD?Lsjb`h#s=F4x=|2mDgq)%i}a>jq!$&H4kD0< zG^qhX07XEgNhc73h=NG(B|zvkBmzb) ztZIi7%1!SHNaANBQUo+yE(YHhC@D1Y2jW$svTG$Nu+&BG_6f;?4h3Sea zB{@8ptG)m?;`NB&@Q|i{(}SOMiP0gH3EYCAJYxB}zI_6lef%#f}hrrtqk~y%D9?n^;`trf|TF|IYavmbPcZ8>*?0e#bD{k;>XR5*U z4h8*~=XKmB;d79xh0<>tac3}maSJs(^HjfCb&SdpOSy?)wM6b~5GFVbU*$O7ATZyU zynb$bGs-&?DhnB@^SgN2cf}Z)xBQ@ms5*c&nsbUUNnLho-MfG9YZiIcfB*em)x%EN z!D9Aqn{)_nJKJlBb@F%SC7d3X*z>*y80|_wywhTnb0SB(`jgRp+d*TOMasL=le=S$ zNyfM~W5F}P!DV>fd6y%Tn~xNf<(-;c6_Q(dP!S9ato!XaPBIf4jxD;qHXOkf_x7Po zb0RwFx{)AVLw!{SQ6(nHXJV#7tfV7G8h=h!9;r#$ZGolV*^XB$OjAy9TJhX1@ijpM z({ARK`ke`02J_sF(00py4!fi0=a}HsRFcC5^(eLu<44^iIC9t6OB#> z7z^}a$GP+8%idpus`dFVi3m0~i+;Y{WZtFZD@zNGX;!JtNl5JGIiK`m|9piqHwZXd zV}=~+xd#qE|7>->vSP!NoRx>w47sr~uc9oKa@xcL+$DsIZ%lQ-A2yWsW zmUnNYSo^H+=4Sd{UtEC7oEe?ww!hO9r9uaK%`Jbfzj7iPvP&u0{As^9zBR0zz^P_d z=X#|`prGZ4wF)Ce+dH#|X13b_kx)y%^X>ed9Z>xMXoCjV*pd}=SAadbbVPN#v+E2* z@%4R^aOt(TqRH!Se`Kh54SNBV)|<*N3PP?Jv(v7N`q!mP`9O^4+CNZK$)@9e{dIV)I1qqNvcD$KmXWdi zgIG<*%RK)ctYm-O3*-l$XjDmP=dw=YTns^H1`Y_rPt;UBU&T>M?aXYO#X)mKcp6N*MM(4nl6Oozhn0ENJDPO?V*Q~V( zlU&kkEW0n`Hg)QX0-1#cqr8^zVWdBOQM=ZMnJv@#!JDv$ni6sK+gLT)`-haChm#%< z9v56(MnDbjDM8o9=~8#BZYK4a+b*qbMFIFQ&z%2_q`-or_G+2eGkxK!SqhTT|6{o7 zS8;DvwSU%H#oQ!NRLt-|soqswe9Ry#T;X94udkoFE{$u^Tw(csr=%`gJp#<%TtT=N zu0cO{^)%75*Y58qGDT~lbMhigDf|!GIM23Xk?q&^*%AwYXXoK6xl=rZ$UmF9|NS>_ zQ#9~`O>DlOXRJ@VX8Fs0*1-@%8Z;mIQHp}+Z=U>m9R4}p@8CwyVUL3%Kv&(LDVf;D z6uon?h@_qb&%pEy#pGh=0@WJccx0~{7w<3>rbuU zqm(^?B2t&Xkh?5T_t26bvz@eT0xhS!(UTc1Ml}={LeYGi=acbky`QsibKOUU=o0w| z`N5P9uQg@a-d1~g1shz-# z2sPjdBeOs=iishLi|j# zjD6m49&2M&=gb+g{NoXB<0yM%d}Hfx`{L0@pG zNsisUZ`X?!66H=vNG5TN?w7t;Rz`s&@1^&H9=~!rsyd`2Ir6Ry?=1wS?G(ydnxTPR zE7&T!RD4s0lCAq<#z_BfQRtPBgXub-gmb*cDIllb<6~EL=dR#>yJ2}*N?X-KQX=T- z4V>X5qq%=?a-a3|Q;vs*N0S$5Qd*i% z)LikiUqOtsE($A;flRGEe&!%+}uIJU+qqi%j zj;X*LfET|TDRjDMWiO^hiee29_#Bj)ef!z;B~`x&UAy+&!)=l{qUqQY2Y6usIU3Aw zP%G`i)caHTE z)hA(h1Hw5Qpc_3UcY(2D@3iGwUvkZVk4uD=1p*)(s~}3Xnr7bO%Zh)4rqWsXRv4Ra zxk8Qvc$lN{W#5;E&mLF%PYUZ7A*<)t6i<&dB)nA-om$+`>?SjH|Og33;UOz50d;eVE;>iu! zjo-fBc`@uTn2@8y1)iSFBe*#ubw%u}PYmb!I*KAugh2! zUw_sgE`nTk)*bi$I9X(tq9?aT7!Wb^lU|Spu*Et)5vY*rSpV7G&S5L;&}SBK#=@`v z6zT*Mm^2tvO`TOe=rd6o<3$ZNU1ELv_~e)6@zd?vnODS0P7As6;-TP>T>5hTz{rv$hCA_RDb%+EUtRXzmO59>c)YQA4wlyv4qG&1HRg!ffnoldTsYJ0p@MYo4D zIANgl2!%DcZ8NH(3sb?T#23-Hbh=^JTh$p$H9@FJ?9sn3dJUjuPV}g@P9KA*j(oi} zOCwg0e)zit4T~i@BSqn$vC@~~JS8=={p`Bv$afvHwo!wusmrha0mG%eeGLdZMvJv~ z-n_<-hyy+OB)CX|P-jO&9hgfb76@8MXHVS-|7<*;DkT3$)^fM=a4gv#>qx-Y$hGh= zPBUOb(UC=6GA-_`0XfF6>qgh>UvO_x?F~qD^)5`!lHKk0%NSg#FT= z%jG6J$pZ!_DMardLDh7b*Tr636}Kcy9+scK@H8v^%fUwAhR5>Wt$JV>{;0jL9kYYc zjVm5jZ>pewdUbt)HA`k;v-SUlnqax1{BSGP47^Q2zkTuJMT6%%Y-*Q$b2&%>K{^#I zI?8-4Z)(B;uERbODarU+Ug6q;ySK)WZ=t4VXQ|dWrDrRxP;jcl;T%B82Uu=TU<Z;ViN;M1_G>r#B85nNk;Gzi zSFQHnRmIirR1o_8^MSudML_#8D7ms7=9E^)JI)@n452K7Maj?eoxg|qM%JREF2}Ui z3Dd81&6~&^xD%QPuC?^lo8g+Zm3Nsz=sU9zT%sjpc*KBOCpUB5-_91nL$!5Vuyl?; zPz)45XCaZ0Z_QTWO~E7AB@mSF>&Q625e?A8w8DE-ftUY!j;HVSe6nV$w2=>TKXb== zZSqB0wS2Y7Dj%%6c;r6w-yEIXGh-6%KO3ZW->iI>m6>M$YJDc2;=ceZv#6K1@KjUt z^ObO^s`TyWcPemGs0U#r5rL&2aVa~;q)%yBFzs?`rgLG03BkS0Ie#(O-$t}u9L6`; zHau-lTw_=vC;;z{aJaMho1GQn;7)bHC|C82+>3A43>S6q4q?SM*zP6nGF9~Hzf#s- z4K>*(M)Bq61C1fm^kwZs_u5zQ+Iy;Ts(sRx)g^+eX-Of?bbI$} zC#P$hf9dOP{!QeBL~} zbyl3={9UUfWr$jh<@X~TzDDbagx7$cCLPOhu zJ!HyzwcGI796@s&%%4Rua>f7*4?bM1B zcuSb@|Jv5*D+b%1IZ^k$M*mVl#c@kv#PWE2{pRU3`RBiT?Dnc|St!&8&fH(sKW3gV zbKE7#RrQSr)ZHGNn!{7e@8&)oWizk+VQYCsLU~czoc$TO1>4nvk*eQZ8yr%)tEj8w z(-PL1#;oD7JthvM;s%PTsM;Q!)~b&WoEPWzN45-zG@EfqGF$fXmu%T6F;1<)J@lOl zh$Z+i0vky;d+W~x3k2H#e(y4$T_@WVRjvBEPX;9ixA)MYav4K;C^BSevRF$#=(!?% z_4S2j0dK@ngLZ?XEf#Dow2g^Bn9{@VWPx~$%;^d75d07$*{c+%#Gu? zkVklgc9$?J33Cx>kB#3VZsKIvn9`x?r-5Q8F*zS3e%b@&N^ic4M zy;$-`n;YGU@|geT9$YkFR9BVss@H`P`R<)g(|hl`V#F_>&-{nbcKA|ZT{f6 zGgvu45OnECc-_ANTO1SEk{gP_Fmy*^$KevmFPpB@WaE{vy%NYeSmY{|v?2o;^^ZXq zkL~&N{ynT!Fk#YK(}qM~we|fcsk5Z0l88j+;vm55*mXPNUD3sYusIVyQ-@KNp3e9}$-aCqYZMQ<>vGltrINrc?x;PlS^)>! z`bVa=sciZ?s0&&-t}R4K&Q@Nk4EY(Ic%b;x(I#j~*d|B}&TdjJ=&JA}7Um0kH=Yz| z9~5>~qhm&zw*t9;j>BzTHC;i#V`F73$lDEvK)5$_5jEVdEPun^=Pz4H+g!V|zZ;zD zKQQb>pMI5|f*SMXB&MBjzULl@F6|T^S9bl4&K3(?!+81qbYzao=WF(GBNsOdw@NA&7ijYLFGqI8C9Gx{gaZ;6 z615dQ7rxnE5Mla^Vn2WkQAKhsjyjkfT+cx|etiGl;LB>aNi?Q?^>y52nzr>rUh{pL z@?c1R#6cb8uHYJ~FUwy;_)VmjMDccF!=UsB{zPSR%Os~_$PRDC*P%j;95I|3de*M} zGxfH4%m1dg#Vcn-7PK5D`sdpy2RBrGXt34w`B1tD$#oO^dcljd-?!2` z(S<%Q_>f8}HrTJb6)Pb6;u{WJN8-W&kZd+hw|2NZzNU}dZNkMy=l zN7Vt|*BwTm$aM>bYOac4%HIBqZg)3r#e(I*uQ2}Ue~472mHy|DYUx$T0B`vigOuTI z8&Cct1&}!gO+76u7{{~rtuMJ68JcC*iC@v1cCHfwdzM_f1BrYF<2pF6udN z^f_l>TApQE(ezy2C7iY8{i;$=xSLw=A?p$nM&5ba^1>jvg7Jir*neTjFUIOmo_(e*!lI)RWGYv¬`UZtl& zH+o~i%#=Oxgd+cVT)XmVfwY66UAX+XT4|y#Fr^Q~3@J;k=`A7oFeqo&g-1r&q+Szs z8DvzSv7D8yV6LEb`#VAbYD@8X(TedGlT^|t)-Z?;$?wW-n#p1~|_!}MyJIao=b1!fZIA8lpr8!J z1os4iFYa+PF&L*e;ZM=(J+qxTO+lsBcq?0N0+@aE_p$ z6T@l2O2CO7iu8alI5`p4efY$S>YxL$3GlfV@v=dyhIlhw;2wZzwkzXUR}l2`3GM|m z_;{ysVHRB^YIh5{DUBi@#trP5=D!cdfcf&v_+r$fgq$@r`YpPmLTP}lubE2m=SCVh z;!0BY_xZ*jJLT2zrn=1TvMC8;pBnyRVm zi88o1FHMl;iBtI1T3?^xDAm>%N(X0cihhd;+#PV4tnLGR1ky@>Te&IlyWWeA^2gsi z6yoHaT0^f!z?5D|6l|qsiv?+Giv;c6ylUAwX#c%c{OR7U%3lGC!PbV9@!~W013lXF zOXnU5Cw=>+4)J;Oxj{0z(lwAWbtHYaVC9ioY+@AkWsi8^_j&#R2LsUkq?qqonM+Tl zBEKBtuB(0|dqH(=w7ns!q)Y14z}|GFd1-uHP2OxYBaDG|>TDmGPn%H)r8={JNHd3j z>~+*VoQI5Ps$8)b#|Kuw?+Qn?ENo^6B5%AAid-6lhKgYYxC&J@pH4n%+Rr}0RHZ!E z*}om6^jv5=Kepj1Nl|0hN~?iWu`bC!xDx0`r0~q_!IMQ*Z`jiOU;5vPj_PM^hPA$i zc9m86#j|6(DsB$MZS6K5Y^=2C6CaF3Lir3%F3eW*k3Yxjd{TRx(YPz)e!rMp_|X$x zxw4+-a(iG`!`4VgN*Q<8xdLq00eREM#Elf>|VBo!PTQ72Qy>AfXKw7^KKoq3yXD$HUUM-Ry z|B?@VE7_P$C4Keu=*?->0jiU(1le$;M^8MHh54G`45uSuG2=FMr;=SaB{Tx$85s?Q zH{?sy&|YWHj%aII`wTf1b3_$Osywmf=}&qUY@|&B;RHEEShev*DY24(z~LQH>FT2;O9qiNb%nHz!`{PL*(-eyR1brX}p{ z{Ho2t`Mw|x&2m6;KW9DQN}Zs!B|FF{-aX{yPgadQLBjy7Hs=EJU zed&h^ZWY-brnnR=|5`0w*3XL9C4XQwouRHDr1pxMcC=4spcr-khzzob&wUjkoKI=Z zXt2U$J-50dw$GAr2uO=dt=$qRgLz3Xe;0CS-P>4Mp40{*={++x7CGGDN)eFD(qZZp zb*7^s%frZR%C^Be$u)P>*P?8!pc)nR$GES`#sYdLvrhKfmV?OOB>6c}y zZyhRG*(clZb>Ifva*)GQRsCWc1Gwfq9gf2mKi6rewgy`bgbJfbNIy-nT_&l zr)=Tc)G3``r~gGDKK=rXznX+`&oA`JY-WgG6z^9nQ~i4p=&$|Sw~{8`|82)bvATcRz%-`=6^(}?GE{y2K|s#o{-%(ZDsob>(k%I9=!0ueXA4H}NvxUb`jm-iQH zb|+Zw_|I{%u!L;2-(q25S&Xz~zV>p~Fkh2I-Hx!Z+%TRz%EIyhQG0@g<)f;{X_mjf z@RybT>KcFD4}W=${|{WHdswZjw|5?>=&-<<>9tvOu-}86yuC|)$cVSQ;#EMv0ZVy9 z=4S=o(#)+tW7h2G6+eqIzO3^DOqXk`K|wMz6Hey!E8*sQO|C<$qxE`h$C=KbI8^Ru zzCXQVwr|VW(BrT9V=@;BJ2W*kWEA8U_l`3UH6y$j{^*}ED1^uv;5yg)P|)43acE79 z?WELllMo<~Yzi7{?)-N7EX#cHOnZ@keOkB(J80jJarSD9)W8T?OEIjZ zva}|`WAz}YmL-9@rxvnGYEs+rT1~?9?0l(9c~EsSmxAe15=&|B`5KnOhXEp)@hJNC zH5r^T7`&9^gWn#Ap7Qjbh&ZF0RlVko zsTVhq)KH@srS1HPb;?=)8689pc8Ds=_yWCS8K5j++y!^`#PNU}w7L>Gs~np}7>F|D zD#C|3i4A@K_E4iA5NHk7D@Gk=FOpTUXeYc7Qh+{NNNaZ|A|OFYWNe+J_;#TEgAwRZ zSH;dqhQs#{cb$4ZNd)bs7&OhH4dAjG{nwp%GDsTKFD~-l)cgIGfg6=BWe4YnJo+e} zvsv!JEyxz8Nq?_l`EmPILG-wjReH^#2-r$qNMEIXXwdz|WiQZT&lxvKSb~!&UDbqJ zLdVqpRk&;LgK7wEUmZxJdv4UFx0O}QWn*c9G9>{cf(^E;u9b%25_QrFHm{tOEwvmLYLAug z(3;YMK!I{#^~&2z{?Zis{%Kglp-TBm6V8F)kH@z2sOhFJnJbG*K46_me!;xyoLu`x zAbe>uDy#8L$5@MsVJv=O`)#8f)*W$UurSWz?lz8t#3(QXxKIWGs_rZ{@IYlfS8@P> zq34|pGB&*z`m@rOI3|>Tu#fFJ~+Eeq&0@AWO1sIh+R z-b>2c9j&f(r|gP+%;9#vQuUnEvwOT(vu6R|25{NoHqdDY(C)W$yeKFVV15Xi!U> zMrTnU5R5Y6_p!V+3{C7Cbk-}6HD!u(-OnF*U`xPyue?fOqE-T-wFg#HD%aMvmUN_G zLC8^MXn5G5g3-La)ITpbg6WRY`m99GmIwseg2B0Y0~)UMz(O^aDphsjKypw)A+O$% zjou%09RhY06OLO;Gz1;qs^FF|%)zIfaj_iVU(JX|3Z(m_Ou@|KFnZd?S!X7n4Q;zy zr`(T9RrM%7S;u&vQPH9<*v&hQyem*kT9dG9kcbIt8$|TLyzy<~HK7w$2~+?uw~U+t z@Qv{I_Z|p2;{r?2r5Hh$JudUE!HRtKfc+#R+8DHA@oN~&ch|?CVE84&E6?F>*N5l; z`XOw}6Rd18(mPWv=D&f+_w_#F*THnX4YG2A{h>tq4d`@(yF8?eSl%B}eOrb5i`VRD zG#vSv5;ycSRZAZ-GELoZk#~7uF$BZ-n~=wbHF~YV5`N2`3&J%F#Z;*YaeMH%T1h~c zfiM-<<@g2s9X9&Wv+h>qnvQQH=UePc^fK z$UU(qddwsCcd8kiC|~k#EM|#vS`HQWP+6|rj0HiBW85q@cLQ*FLRzr~Tj2FNW^xqr z{%;wSKlT>O<3V^Pn~{bpN8y?h%d@lg#Q$qDti|M<0fg%=?XfxqK^m;C2QgDfo2SkW zlkAgAX$Sj*QCmZ8UGI~I3x8PLW(DDDP*UrcYiuk`DH1F!&3(&`QMhW7My6LW9U419 zfQ=8N7sV-yn$kCG8}{=(Uph4J^MXQK+GGRftA>ce882S#s&A%SK|ABe4nd>-zj)%+m(s5{(%?I>k#URd!z9)r=A-ktDUq zV+*gIAEXp z_qL`=1XB1FT#SirHH58A{fglX+ti2r6ha)H`Y6bIXLb9!ZeOWO@QmnIJl(hNsr`ta z*GOaCGCGmmhM!LHZ*(c1F1~L+Q&5i0i|xM(amzRxv7O z=Ln;0gu*E8rnjcN4n3wUM|)P(U%9B)Gu+0XYXU0Pk;=rwg#~yJ9ewfe>L=I90c!t! zTTFdu!U+>Mv|#YT6g*%!dNDXJ)pb_%q@tFjO=vf8qtmh_(?8=6)=UJkHEvc4>yu!I;=^7U>hxZf*LM&{pS-K?pazbQngb79 zAiz9#Ydj~l)nO%B0CAk)PAGh%cqgE7rqMF0+J!Q(PB;zOT^L*!OpOyb%;uwqxf6)Q zsSo)Dff+SwB}xQs>hx@e!xoQiA4r|P1DErO;yVl#B$~`mnC@k$0ZRIu@Oy#kbeQ`B ze94kP$E#kY#RbfXt}j|NoSQPiV(UhIfkSFwY+A}Rrs3t^EZf+iQd5-UHC9rLwF{<@ z5Zc8-a~yFX!o4_A=3G~xC4CjWzS3Eqk)OQ@I7v*hpt?L;V~u!Q@xF(f^=*-u>^9lT zcr*!?>U`*{U$0&R@wHqZ_5T@s9DluftbYH`!?;>C4W`E}juQOrL> z8SS6zB5<_x#8^JZ$9LUzCGD#c}R6ZWeA?)dv~<<1lZEbzLsQ+Po6~ z-Jp&%av-Nb9IJ`#(K?o(LR(Gd;FrBQ3SF6^9-i<@)mWS290IM7y;^Z#>_o7#I3OSZ z;Nm{=NvKiHWAaWgSXW^%bJK9zfCCU8pL9breK-S9q=|=awFoIcr>Vr{Les`5+N!dJ3 ztCe?0oDD_d{0?EDlB)NA8n~me!2_qJMhspgD|yW&S|W%;E(i`?R_GIM?jb`rC ztqvNo#0X;J)fyY$hmuVj2M3GwV&;|aLknFiipby8;|Omua@C>I2KGQE5Z2lyzg3m$}n z?;i#(mQg2g(+LA0L}ovDN>WWBD~*?{Y3w9qa4NC#HsW1&%0s1@7170?XWh~HqQNqw zMmA|FcF2Y9^`L7)2+{@+98eD#JfO*3j=3Em(32IbA&G)M>u7b6wEUoLx+`gpt>DTu z!C+0N!9GD1ILq=;8~6TMyqbhy9W8jvHj8HNhG1Mne>qU9ivqq2{@xJ;5!ko4z9@>Y(*A$5Nzb5hQIV9iaCM;J- zb)!vod(>6b;OFNr^DsgSp3-B2CgiczmXyBGysU&FN&i>W{&)Ll`nF>U6`iDVXH2Pyo*_BbO<>7DE9Fv)}ltzF`H10+bSOV3qP?Q63%iF1NX;t$t6~{hF zkcvuq2m#@(X@nNMRlJy*uCWx*rfw&|qr{(y8H6nX^VM}XI7JQg`>w8IA}E>3;so~I zuOqar2z^1n{VhzjtJlwyw%x%lX$`J3ZySj1xTkYQH8I<~iqb{ar?)t0oz~V%OGAiV z^`1ocZ=?qLD%=ZuggTQNr)yE%2QE&pSq7&dMTkw2*8XH1JN7PxpXw?8VEAE$6_*;Hk+mUMKACIhQ0b+)s5@;kkNk~I5}iy@O(Asimor51=~ss^=wxH7 z*6F}iDeABwdk=@kUJ)OjT48m&PB>$Y9?w@st%QTOJ7B};m+x>|tnRf>swe72on4#s z*%jx$yD+-fJtx;iB!e?|frMo967HRJHkJ_6YB_-0Q07S#)iO@l$O z^rwegHEdfyhMT8MyvS9FTg5f<%=jx`oC>RqIm4%T#av!=D%kW{|Js^2=ou@!%k?P4 zUY42(xy#lj>0T29v(P~H9Db8J^JxhY;knD8K4KLlXY&Of^eDa5$?}#mPou_7C9dQa zp+U;A{8Da9Zy+McDG_O8e zRJ>5I&s`DKool3iw0N0~)Uq503rmShOlDUMVb!{e8~b5^I`*LSw8o}O=x z9{0d*lkiQw5r38*2FqRq_mX_9*cRa-ZG}_~Z|75{|!Z;FQ7gsNNh3%J# PS#<9kX%_$S?9G1xh{{wL literal 0 HcmV?d00001