From 6fff77d13140587fbbe6737f3792bf70cc52a5df Mon Sep 17 00:00:00 2001 From: Hugues Chocart Date: Thu, 16 Jan 2025 00:00:25 +0100 Subject: [PATCH] [integrations/lunary] Improve Lunary documentaiton (#7770) * update lunary doc * better title * tweaks * Update langchain.md * Update lunary_integration.md --- docs/my-website/docs/getting_started.md | 2 +- docs/my-website/docs/index.md | 2 +- docs/my-website/docs/langchain/langchain.md | 25 +++ .../docs/observability/callbacks.md | 3 +- .../observability/langsmith_integration.md | 2 +- .../docs/observability/lunary_integration.md | 156 ++++++++++++++---- docs/my-website/docs/proxy/architecture.md | 2 +- docs/my-website/docs/proxy/logging.md | 50 ++++++ docs/my-website/img/lunary-trace.png | Bin 0 -> 155027 bytes docs/my-website/sidebars.js | 2 +- docs/my-website/src/pages/index.md | 2 +- 11 files changed, 206 insertions(+), 40 deletions(-) create mode 100644 docs/my-website/img/lunary-trace.png diff --git a/docs/my-website/docs/getting_started.md b/docs/my-website/docs/getting_started.md index e9b2a0db616..eed9d338479 100644 --- a/docs/my-website/docs/getting_started.md +++ b/docs/my-website/docs/getting_started.md @@ -86,7 +86,7 @@ LiteLLM exposes pre defined callbacks to send data to Lunary, Langfuse, Helicone from litellm import completion ## set env variables for logging tools -os.environ["LUNARY_PUBLIC_KEY"] = "your-lunary-public-key" +os.environ["LUNARY_PUBLIC_KEY"] = "your-lunary-public-key" # get your public key at https://app.lunary.ai/settings os.environ["HELICONE_API_KEY"] = "your-helicone-key" os.environ["LANGFUSE_PUBLIC_KEY"] = "" os.environ["LANGFUSE_SECRET_KEY"] = "" diff --git a/docs/my-website/docs/index.md b/docs/my-website/docs/index.md index e5c3fdaa3be..c65f0f95e6a 100644 --- a/docs/my-website/docs/index.md +++ b/docs/my-website/docs/index.md @@ -399,10 +399,10 @@ LiteLLM exposes pre defined callbacks to send data to Lunary, Langfuse, Helicone from litellm import completion ## set env variables for logging tools +os.environ["LUNARY_PUBLIC_KEY"] = "your-lunary-public-key" # get your public key at https://app.lunary.ai/settings os.environ["HELICONE_API_KEY"] = "your-helicone-key" os.environ["LANGFUSE_PUBLIC_KEY"] = "" os.environ["LANGFUSE_SECRET_KEY"] = "" -os.environ["LUNARY_PUBLIC_KEY"] = "your-lunary-public-key" os.environ["OPENAI_API_KEY"] diff --git a/docs/my-website/docs/langchain/langchain.md b/docs/my-website/docs/langchain/langchain.md index efa6b29250c..960ac2fd48e 100644 --- a/docs/my-website/docs/langchain/langchain.md +++ b/docs/my-website/docs/langchain/langchain.md @@ -111,5 +111,30 @@ chat.invoke(messages) +## Use Langchain ChatLiteLLM with Lunary +```python +import os +from langchain.chat_models import ChatLiteLLM +from langchain.schema import HumanMessage +import litellm + +os.environ["LUNARY_PUBLIC_KEY"] = "" # from https://app.lunary.ai/settings +os.environ['OPENAI_API_KEY']="sk-..." + +litellm.success_callback = ["lunary"] +litellm.failure_callback = ["lunary"] + +chat = ChatLiteLLM( + model="gpt-4o" + messages = [ + HumanMessage( + content="what model are you" + ) +] +chat(messages) +``` + +Get more details [here](../observability/lunary_integration.md) + ## Use LangChain ChatLiteLLM + Langfuse Checkout this section [here](../observability/langfuse_integration#use-langchain-chatlitellm--langfuse) for more details on how to integrate Langfuse with ChatLiteLLM. diff --git a/docs/my-website/docs/observability/callbacks.md b/docs/my-website/docs/observability/callbacks.md index b959e8aae7d..69cb0d053ee 100644 --- a/docs/my-website/docs/observability/callbacks.md +++ b/docs/my-website/docs/observability/callbacks.md @@ -7,11 +7,11 @@ liteLLM provides `input_callbacks`, `success_callbacks` and `failure_callbacks`, liteLLM supports: - [Custom Callback Functions](https://docs.litellm.ai/docs/observability/custom_callback) +- [Lunary](https://lunary.ai/docs) - [Langfuse](https://langfuse.com/docs) - [LangSmith](https://www.langchain.com/langsmith) - [Helicone](https://docs.helicone.ai/introduction) - [Traceloop](https://traceloop.com/docs) -- [Lunary](https://lunary.ai/docs) - [Athina](https://docs.athina.ai/) - [Sentry](https://docs.sentry.io/platforms/python/) - [PostHog](https://posthog.com/docs/libraries/python) @@ -30,6 +30,7 @@ litellm.success_callback=["posthog", "helicone", "langfuse", "lunary", "athina"] litellm.failure_callback=["sentry", "lunary", "langfuse"] ## set env variables +os.environ['LUNARY_PUBLIC_KEY'] = "" os.environ['SENTRY_DSN'], os.environ['SENTRY_API_TRACE_RATE']= "" os.environ['POSTHOG_API_KEY'], os.environ['POSTHOG_API_URL'] = "api-key", "api-url" os.environ["HELICONE_API_KEY"] = "" diff --git a/docs/my-website/docs/observability/langsmith_integration.md b/docs/my-website/docs/observability/langsmith_integration.md index 5be4ad64134..8f55c854db8 100644 --- a/docs/my-website/docs/observability/langsmith_integration.md +++ b/docs/my-website/docs/observability/langsmith_integration.md @@ -59,7 +59,7 @@ os.environ["LANGSMITH_API_KEY"] = "" # LLM API Keys os.environ['OPENAI_API_KEY']="" -# set langfuse as a callback, litellm will send the data to langfuse +# set langsmith as a callback, litellm will send the data to langsmith litellm.success_callback = ["langsmith"] response = litellm.completion( diff --git a/docs/my-website/docs/observability/lunary_integration.md b/docs/my-website/docs/observability/lunary_integration.md index 56e74132f78..8d28321c807 100644 --- a/docs/my-website/docs/observability/lunary_integration.md +++ b/docs/my-website/docs/observability/lunary_integration.md @@ -1,72 +1,78 @@ -# Lunary - Logging and tracing LLM input/output +import Image from '@theme/IdealImage'; -:::tip +# 🌙 Lunary - GenAI Observability -This is community maintained, Please make an issue if you run into a bug -https://github.com/BerriAI/litellm +[Lunary](https://lunary.ai/) is an open-source platform providing [observability](https://lunary.ai/docs/features/observe), [prompt management](https://lunary.ai/docs/features/prompts), and [analytics](https://lunary.ai/docs/features/observe#analytics) to help team manage and improve LLM chatbots. -::: - - -[Lunary](https://lunary.ai/) is an open-source AI developer platform providing observability, prompt management, and evaluation tools for AI developers. +You can reach out to us anytime by [email](mailto:hello@lunary.ai) or directly [schedule a Demo](https://lunary.ai/schedule). -## Use Lunary to log requests across all LLM Providers (OpenAI, Azure, Anthropic, Cohere, Replicate, PaLM) -liteLLM provides `callbacks`, making it easy for you to log data depending on the status of your responses. +## Usage with LiteLLM Python SDK +### Pre-Requisites -:::info -We want to learn how we can make the callbacks better! Meet the [founders](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version) or -join our [discord](https://discord.gg/wuPM9dRgDw) -::: +```shell +pip install litellm lunary +``` -### Using Callbacks +### Quick Start -First, sign up to get a public key on the [Lunary dashboard](https://lunary.ai). +First, get your Lunary public key on the [Lunary dashboard](https://app.lunary.ai/). -Use just 2 lines of code, to instantly log your responses **across all providers** with lunary: +Use just 2 lines of code, to instantly log your responses **across all providers** with Lunary: ```python litellm.success_callback = ["lunary"] litellm.failure_callback = ["lunary"] ``` -Complete code - +Complete code: ```python from litellm import completion -## set env variables -os.environ["LUNARY_PUBLIC_KEY"] = "your-lunary-public-key" - +os.environ["LUNARY_PUBLIC_KEY"] = "your-lunary-public-key" # from https://app.lunary.ai/) os.environ["OPENAI_API_KEY"] = "" -# set callbacks litellm.success_callback = ["lunary"] litellm.failure_callback = ["lunary"] -#openai call response = completion( - model="gpt-3.5-turbo", - messages=[{"role": "user", "content": "Hi 👋 - i'm openai"}], + model="gpt-4o", + messages=[{"role": "user", "content": "Hi there 👋"}], user="ishaan_litellm" ) ``` -## Templates +### Usage with LangChain ChatLiteLLM +```python +import os +from langchain.chat_models import ChatLiteLLM +from langchain.schema import HumanMessage +import litellm -You can use Lunary to manage prompt templates and use them across all your LLM providers. +os.environ["LUNARY_PUBLIC_KEY"] = "" # from https://app.lunary.ai/settings +os.environ['OPENAI_API_KEY']="sk-..." -Make sure to have `lunary` installed: +litellm.success_callback = ["lunary"] +litellm.failure_callback = ["lunary"] -```bash -pip install lunary +chat = ChatLiteLLM( + model="gpt-4o" + messages = [ + HumanMessage( + content="what model are you" + ) +] +chat(messages) ``` -Then, use the following code to pull templates into Lunary: + +### Usage with Prompt Templates + +You can use Lunary to manage [prompt templates](https://lunary.ai/docs/features/prompts) and use them across all your LLM providers with LiteLLM. ```python from litellm import completion @@ -81,9 +87,93 @@ litellm.success_callback = ["lunary"] result = completion(**template) ``` +### Usage with custom chains +You can wrap your LLM calls inside custom chains, so that you can visualize them as traces. + +```python +import litellm +from litellm import completion +import lunary + +litellm.success_callback = ["lunary"] +litellm.failure_callback = ["lunary"] + +@lunary.chain("My custom chain name") +def my_chain(chain_input): + chain_run_id = lunary.run_manager.current_run_id + response = completion( + model="gpt-4o", + messages=[{"role": "user", "content": "Say 1"}], + metadata={"parent_run_id": chain_run_id}, + ) + + response = completion( + model="gpt-4o", + messages=[{"role": "user", "content": "Say 2"}], + metadata={"parent_run_id": chain_run_id}, + ) + chain_output = response.choices[0].message + return chain_output + +my_chain("Chain input") +``` + + + +## Usage with LiteLLM Proxy Server +### Step1: Install dependencies and set your environment variables +Install the dependencies +```shell +pip install litellm lunary +``` + +Get you Lunary public key from from https://app.lunary.ai/settings +```shell +export LUNARY_PUBLIC_KEY="" +``` + +### Step 2: Create a `config.yaml` and set `lunary` callbacks + +```yaml +model_list: + - model_name: "*" + litellm_params: + model: "*" +litellm_settings: + success_callback: ["lunary"] + failure_callback: ["lunary"] +``` + +### Step 3: Start the LiteLLM proxy +```shell +litellm --config config.yaml +``` + +### Step 4: Make a request + +```shell +curl -X POST 'http://0.0.0.0:4000/chat/completions' \ +-H 'Content-Type: application/json' \ +-d '{ + "model": "gpt-4o", + "messages": [ + { + "role": "system", + "content": "You are a helpful math tutor. Guide the user through the solution step by step." + }, + { + "role": "user", + "content": "how can I solve 8x + 7 = -23" + } + ] +}' +``` + +You can find more details about the different ways of making requests to the LiteLLM proxy on [this page](https://docs.litellm.ai/docs/proxy/user_keys) + + ## Support & Talk to Founders -- Meet the Lunary team via [email](mailto:hello@lunary.ai). - [Schedule Demo 👋](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version) - [Community Discord 💭](https://discord.gg/wuPM9dRgDw) - Our numbers 📞 +1 (770) 8783-106 / ‭+1 (412) 618-6238‬ diff --git a/docs/my-website/docs/proxy/architecture.md b/docs/my-website/docs/proxy/architecture.md index 4cd23adb5e4..f8804e2d238 100644 --- a/docs/my-website/docs/proxy/architecture.md +++ b/docs/my-website/docs/proxy/architecture.md @@ -30,7 +30,7 @@ import TabItem from '@theme/TabItem'; 6. [**litellm.completion() / litellm.embedding()**:](../index#litellm-python-sdk) The litellm Python SDK is used to call the LLM in the OpenAI API format (Translation and parameter mapping) 7. **Post-Request Processing**: After the response is sent back to the client, the following **asynchronous** tasks are performed: - - [Logging to LangFuse (logging destination is configurable)](./logging) + - [Logging to Lunary, LangFuse or other logging destinations](./logging) - The [MaxParallelRequestsHandler](https://github.com/BerriAI/litellm/blob/main/litellm/proxy/hooks/parallel_request_limiter.py) updates the rpm/tpm usage for the - Global Server Rate Limit - Virtual Key Rate Limit diff --git a/docs/my-website/docs/proxy/logging.md b/docs/my-website/docs/proxy/logging.md index 3b1588da8da..ab6dcd338ac 100644 --- a/docs/my-website/docs/proxy/logging.md +++ b/docs/my-website/docs/proxy/logging.md @@ -2,6 +2,7 @@ Log Proxy input, output, and exceptions using: +- Lunary - Langfuse - OpenTelemetry - GCS, s3, Azure (Blob) Buckets @@ -182,6 +183,55 @@ Found under `kwargs["standard_logging_object"]`. This is a standard payload, log [👉 **Standard Logging Payload Specification**](./logging_spec) +## Lunary +### Step1: Install dependencies and set your environment variables +Install the dependencies +```shell +pip install litellm lunary +``` + +Get you Lunary public key from from https://app.lunary.ai/settings +```shell +export LUNARY_PUBLIC_KEY="" +``` + +### Step 2: Create a `config.yaml` and set `lunary` callbacks + +```yaml +model_list: + - model_name: "*" + litellm_params: + model: "*" +litellm_settings: + success_callback: ["lunary"] + failure_callback: ["lunary"] +``` + +### Step 3: Start the LiteLLM proxy +```shell +litellm --config config.yaml +``` + +### Step 4: Make a request + +```shell +curl -X POST 'http://0.0.0.0:4000/chat/completions' \ +-H 'Content-Type: application/json' \ +-d '{ + "model": "gpt-4o", + "messages": [ + { + "role": "system", + "content": "You are a helpful math tutor. Guide the user through the solution step by step." + }, + { + "role": "user", + "content": "how can I solve 8x + 7 = -23" + } + ] +}' +``` + ## Langfuse We will use the `--config` to set `litellm.success_callback = ["langfuse"]` this will log all successfull LLM calls to langfuse. Make sure to set `LANGFUSE_PUBLIC_KEY` and `LANGFUSE_SECRET_KEY` in your environment diff --git a/docs/my-website/img/lunary-trace.png b/docs/my-website/img/lunary-trace.png new file mode 100644 index 0000000000000000000000000000000000000000..509e63ad5435148ddf675ecea4359d4eb7b702a9 GIT binary patch literal 155027 zcmeFZbySpXyEhDofP{h|DIq8b5+W(hEr>MI4FWSXNO#{TjX@(J(kb1glrVJHfFj*F z)WCaQ-urppXMfMV-S1xO`*Z)nTGyIE=9=?5&g1yiX{d^l3=uvxJ_ZH`k?b=mRSXP* zIt+{}V|X~=73bZn*Dx>$6)c}TQIUP}gh9p89&Tv^!@zhJ8mon?t@e#PRZmqGk2u6X zW+0h?@t%JSu`b4{G;!=3Y`l9Nf2NzrP~6h54>6Y3k|dkP?=pE}-~xNTQ4A|hFDv6D z-{?*zmWcOR^jbb!LS9}tEu}g2rRd>cJbf*}+#_9y(e-|*$Mgx-1nE1qiA+v^jN1eL z_Zaa1#HSJv62g+85xJa2>c2(~6bt58TufdXDeB$T#KV-xxT8eD`lko+B_0NnJ?7g! zCPO!aJ-4V)_803rW3gW`?i6c&SKzbL{O-)xG_p-f-xG99f?<{C`~d#UtFF75qAq|(wH@9=BhtAU6+g?(9bT>&?P z*|i?-U$S>zRyF7^&fn($JXrSgV`=_}7qfJW3Pf5jsN1$PSKmG-UdQnNar1d|Gk$ql z%*Sh1ej}Q>^Q}pkVxaYeV4t6170kosN-ko}7?oi_5x26$?2AEjrOZb&g zl1W_bKh$iOeI-tBvDRRueAp2Y0#Wymv(Wa6ba1j+fA zbNfLXTCWHaLolB{7Gz51UXdka#JTw-v{g!Yh8We}xQpk0@VfWv@_cHLhxZ|i2y+D~ z9dR*<5MFimv#_6EGj87yO84E7@EK|@x?xAeH@kx|gPZ>Z_92)COJ?R)-`95ZJi_kH zB2imWKE7AN(cGisrRzk;&p)u8obl_=XlnmO_>(=n4 zfuwekQEhPZm3gOzl9KJ568#AWjO*?#T3_CleBi+K)#b$ybd$=Bp~!u#@50a`fO|#E z2d4#F8$&N4n&2favV|Ty;34tVACiv}2tV})uIpdV4w^K^ypNM*d`}yft%dwEt$I-7 zJc9*B@BH0kDt(Oj7QUA>#i>d=ga`ft^GtyZcmIrfNOGl(tn`oD#1wx99WzQk!@e1Q zm&x)OGoy4&myOvS)v&^+Y;SCz5jkQ!4*Ve1$F$kS@l$LlxIs!Rol@?J%X8BaYT8Ig z6;A4?j!*9g6r8DbLpcA4|Fmdvs}8qFMmd9Gz}f=$lyI{hBRincj|I4xZaXmcwN2JA>9>A#$Kq_u`R=p}bH8dBIlhpy`{3B8 z0r&EcbkYdC>)2daX%7S5$R;S=XO1Cpy?LFquf;s?{m!drcgsTfrEVOvGn1BwmWT9& zB!`@Zu!L;3y>2tS8EPis$Z+x|;~AE!SYAR!K*ek456+1rvYs+y49V{dx>|pdmBr{w zaWZW)(=!<{i{J6fw0K^4-!SHWSjeOIWr1ZuLsGTRRx`abt<-FD#YWt%_+2n7Kj_Mc zK52a7llAfAi{kHjB%kgKCX_rcE;U;C(BTt_;-yUzjg*nkVzunCthZpXsJ19sajxT= zO-ucwKZh%4d_Z|{dvMP35nl@LNfKkPM^bFkVNyI_8qa;g2RQNEiO;+4o8C6jH*>ar zUQt--u8UPvs~f8;Q(xP z%hsRV!H8f4ErJK3WROuD$!R2@SFP?=VwY?eof?%|V3>gQS!1(1ju|S1D z1osEKn#rAr7pP~mZ;?#FO!80ZZl5HRSeeT(i#eLP1R(&Gn)_-NwqQQl&COn^|M@$kVx3 z_G%Vt)=r&qcI)QCy;a>u`Lu&krtzlL-?rX~T5ZGAU`CdHgP1Na-QEb=I9kw4Q!YN1 z6Uw(5A(BaA8ZT`r9ouap?P2|r*Ok}0dScNt$ofeuQcUdc>ntHw5fB)pOLK8 z!@Nsb;f>(~Swo9!+NTrqrTZQHQ9j?-=Gk0lH#~+(uCyEzO@;)SxRv6_tVQyQ<)C;wv1x`Wn<-sq zRA>sV7k?C$z&$&+ndD>t<6FDcq&B26*Em8W+D6)v+Nxy(WDDL4F-N36H2)H8_SH<* z(G;Kc9yiQfZo4f#be-8XyDp17$1u%|$Fd`H|2+}QvXYokFt_x>MHT8h9IUo(Q!J7( z>2d?feadqQNT#3H#tG6w&!w%U4NT~Ft#;oNrbUcWDf9R|8aH!=oxoyYF7od0@V|v` z3~X>r+B;=9x-K3pGB0lRFfC^-(!O1L=9HO}lcbQsU1_ky@F31bVLz$LPB&Uazez3N zJ~J!zzRUM$--02{laxK*0DDPTYyE2I@QvPq)H^AILc_jGLy5}xK?HsY!TmS;tP*Yc zy;?WUoNAn^dZm}L`)w1=x$OrV`cCfb7f`5B{A53_?5eeJ8C(yRB}gWx;!0{>`R;aS zZj{`byeHhA{m8HZcCAUOEYo&%B8w)@mz5;;Ty;%fSM$^|@#Q4fT=YrP`B~E#Yh@< zfx?-cJjQ|_x-f~wrpTu>@pj(zvK6a)@XKBoy@=`fo(3mZ2+&|A4uZ?Vswc*Hwv$+*}Yu2M%QCCxsq*BZ&F?4BwX&GX{iB$}DlUe>O* zrMEU(_5EyAdl`Mj61SM1P<+BM#3^@6rhs064o=6JC$nZghT=8jbLM3hsG`3nJT&xk z*7=wvC(V^FnNN#uRJiU3<>5qzsZS?CG%EE?%8FQ`$KH#cn7HX2<_~qALQBrmi90;Y zzSl2KMs&6&7nZ&I_|i~9em^PtxQHlbxJIh$D(NmpH^;x)ZrL7Eh;s59?lp{zh!vwJ zV9h-&CD?{1Cv2B%!Palbr%G7#n?0BgpLQw^_U2SO+BY5-%~wZPFVEeXVXZB2soqE( zY|NkA^qm|3j&wNiokx%1I^3`mClm8NdbYcwww%#<&#|wbi}}F0=}q&BSM5e@Yk@(Dfl>9rQxwwcJ!)xT`kfoj zcK)0bG7bIa;QP1E)wE}6-Qv?ecBeNl7L|+)jnWhtC=M?1jU_58zhTTTa$>A}!+7|; z>8;T7M)3^+sm7d5nR)RShje9gGnlzSmj~RlJKIY*7-w!6#zcoyc^Fc|m?0?am5I_P zwlBHHo43`eNVbTop86^E%i~^ljCc*%|Df~5Vbjohcz({MpdYv`c@=Ku4B3Q0gH+tBsi|JlF#^%05w5^lIy|L-65ANQp$Cz0-z<@&nge|V=7{^0XE z{|8^~e?RZPS>gX(&%fI)|68Abw<=I6{cpYe-OBv`P%j5m0d8|X0tRlgE10V~-mBRc-NCVs`!6%XfNAGoSUJb%Xp+U} z`1|Wg9Og9dJ?AkU^Q@~B`k$@&b2b0v{{DTKc{a32i8kR1{k0JI*h+%m|J)6n`E;BW zZy#+&6AxX zC0;?MhQXk>2CT6;8+N`ppDe~#Pp2i@)v?mL&j+mT_lw&L%>C<<3bDMLwylO?ZjwwO z`6H?M*f#68n^qU1#qE+8d4B(S@4z^fj3z!_O1Afu66Sk{5ny#qN~Je1CpBq0SBB2x zZsTqTO)bpq=3ldVmTNvS{R|aAPP`H#LCA?-D=4ulKK&8Sl^t|LOt4y^Hx~BW{y$J~ z^)!--2X0fc^`f8;dKi`mD}$4W#$g2>#U$4$%i$O`rNq<2_3?c5h0BP??G>^VO-R>+Wys-~QS`w*)F-bvw~KRTk_gH_x3`+~H~a=9H^))dE4< zmltR??8bia%X7;_Se&dpSEIA8`}bfqc6)Wt@4*y9pI>}+EJ(JknjF&5GKkg7=7Jf% zY`wY)%2nCO4}FL|3vHy~(oVW$avig`*Y-}o1XA+uieFJ@n;w;>FsLZA9sb$y~iPb14k2MQ|9iF|nK8uPJQhTj5b#ZOm0%`m4r56OZZs`<~w`!61GKoir$ zbOD#cw=#6H_D)LX7MNYrGk+*6tex|d!P%m8Pe2GT6 zb;51mx42`)8+uy4cyspV&XY2#xlX;((bvafkIy#B^*C5Bc(C?N=GDuGKE9?)O7-6R zR>$x5Ba|h3rC#b+f5~SDwcPC`GmSUGMI6KtEwa~Dad~l;lkg#3Gt6rg7H`0>D6-pD z8K$lDH~r|Jm{5ZLWNBs6Qkf~+>e->Wi=%2KTui^y)tuES>k>sh+e(co z`)2eI*px_`1WyI}D9{>{B)2$H+&3%7hwjDe5A6-wg9Z{o>JC*k{l(5}hqUQ4)8g8t zZY*2oq})=Ypm-x+53l6)cd*Noe!sQrj@$2E<;MI~&H?`Bft(T=_X6z5LlUPJ=4|(d z3QC%iIO|q28W{Kfy{G-lD=Sa1A|rRKAI*T}escsGRmHH9aMo)&&)n~N(Nyi=A#PRl zaMov%Dhb~4*=?sFntO%cNpXC<5KUnI!cONCQYS)hY(E(z0LejY|L5_~_sUkTj`?}n zawH-Y%`_=?b*tHA$L4KSf!Nu#{E8F zuE^VuA5}*v{7WdyE~z5#^C_!>B2U{(mk0?Xk{yKst)mLxBaMJ>%*pI$)v-)bf*H)M zMb*fpSJ!Ei;tV}klVE25#kT%yfDD{n^;A#y!am%rp7UKDl%e0O5+&scm!`q4ckAU$ z@I74}zU_o~YY3Xw7b130cEK<*&{wwc^j$_ZR%@42dp39aeUHjVN{pIk9;Ni&<~EV~ z)ho+-IHxD`t%~Ve4{kyWW;K#)(_&iGbc6CC;A|YXd#)WYfLal?Ft=n2xQ^d8Kb+9Q zuwCTA9dZ~*!1)Y)hT5LjEPVRgEvihBkelPo0ACZ``24kwudA^=|K0?;ox;dQ=cn71 zt4DKwmtUsfph5H6Onm<0h!1A30Cp32TFy&}=1Z=wqZ(R@LAW>iIEHf(4~lCto@*$o z^baeG8&D32x5|AN1>%n@_y9f%q_W@({-;~EcCv$)y z=YT2JtRJd=E(^@N9JPAWce2c~S8%T@IQ5IVCB1k>CB*kY8@vAU2SxKUBcDT!oGG)# zYgb`p%S2;ftC==AQ~#$%7KAobxWOvln!c0tB%J^os>_OQwt}By8%Tk88Rmc9 z>c3wE7;-&KXE}HX?`Zt_PJYeK3R|j^u<1eJ=Rb5kSF_Z-?UJFIIG7K*k$tvR&xJ;B z`zdofc~2eysF(xRu<<2%S=k{gs;C8ws}FGou9MDSFPQUC`0agTu>>GZahLu(*x_#c zD&MDveAY_@Q^moqxbAXlba|>pE$ZpKRi~yb>Z0rT?H)9)Rrmrxr+HK@`{ea?#ULD_ zZjRwDL`n07kO3$})?!$s0=>_{a|qp1>txmaYAq75t0JW8uHzPz0k5vL8IL54Fl?nw z%lC_-^uv}Xq{($M8*O_2y$SuxD=Ujwu{WIkpoxBs<%7z&U4lag)o`@m`2tx$SfJ9B%s)6h zr51Lz38Om5NiYfP)0!f%68sUuBs3EaA+1@D<&@g>ex81jRnUj~0jiOR#WwWbZ9ixu zRUWZXZ9u>1q;)GyoYSDvGV*bmdhwce$R9KEEWh#lE1Dq+Bkw^CMNO`NZh|(nzZB?- zH$jJ}KB`6@i3ZdzB|SJpB_zy)DTtYgHEX^4+xeI7Mxda6xRnC18=v`+RmrAxNuz7n zB?B$LjrNN-UekvZ`Y&65VeL=RVnRf>1wY%m)~A``9D~ZPo)saWVHzkg5|`YH{HRV4 zV8}|0x#$4_H7iskoyR&aqy0$k^WZD;YqNbj-@mRKNPA#4%0b{{RRcXpg@xTs;Ld#C zKI?8kD)Z-da=oAYCjiLy;WRIkzmxrKM<^l7bxuF~dPDp}`g&C<~KWN|F~ToL-yiZ`K+}K9XOl2J&TP5KX{Gjj7j^#{-GM%0+@sN-)3v1e(EfBq2%d<9x3IX-((>#}-wwXnRhLo!{n zx6;4BR}`q+FQaz#n^hG+d!>k5e-_||^k9JoeIw`zd487{manMbUA|BYj#Ae`36XTs z2P6T!CmFT=RZV|v4ZC-5+ev-*K_5j~#$n3ph9Id%SVXwfP_oT-df|hhVY246@ z1L95AYPXjM;{@jxlHLmpoA69emKA0A$H!{w=1upHg2vAXu}u!et$}Sp{;isYsOv@6 zS$)^kcSSb!qp6#Z05eN75P)Xz!EPtLISR+2H{>ifm|Qpa&hk98-666F4u0Q-Kh1P>~ z2ymLD(eXV4k~z{}lK~J1&!1>x<;VT?XNe3^tNBPZm&21Wiqva$_0gi66KlQWqg$SI z+P0OWLunTWIY~KAgFb$}xBeTJ_US4c&5G}OQFUBk3SiB{00Qde+sNRfcV3Gl;5U5c z18^O+qUVc2Z{hP<7M}aYp~b%szOwSTft$gR=az2yEgAoz{DR^n(7#hE+HT6n6xFHM z;_=o1fTyC2_cx_gyoxg72ZIY0g(X%@4_q%w% z)qHtz0Kk`dz?_lyuJkYB0g5ng>4Q^WoJnwV{XS)%wLUg($L=Bcbsp)@PqBl?;$B~3RA!u0iN);W zr39v;rqea)cE|mNgm9zRID@_ex2X!bh+f`j}d{)BwQiMjx(@bchasF_Um2 zl@_KNQ#&6>FvT&JXo>=>s*IX(Qg)r`*rxP;7tgrjwHT|_=ess(U%AG<-$*?jx{!JA zmuAwapg(7tF5%@{Dz2#mi>+wIp)ngjY>*6hFq{E`k50-Bv18*f^ay`@@*BV`V`k$! z7)Flk^YbQ`J!EL>Ky^;hb}G4vP{cgm5+(KaGK<~KpK?-mqt*MU*-^k{pjEIVLQG23 zCQ(Q^GHe*;6-a5Jxwsv7G-XTm@0jCXUP&QcL5WMUnF?!3FN|M+r#*bbcPEIfJo8qT z5qeF_5~uJ7i+ zCx&moG{ zSv6h!qEi>K;RUHzKoZKE#ppVk8uZk`&N%Y?}sR$#?u9!Gi4v2yv_#AQ>Y!KX($Aws^RQpyCkhlIC7%YRIQ=*E{@;N zEQnj74@>+M(|nF}3`?CM@_gsXD+Lv1B->{&StxM2J4@Yr`Nqw7(8?;Z->yOwsl4@; zNBctkT^r#&(RW(*hK6n_ISzCeyU~6KYuzb`>Ct&@yoCz+;NI5rFjc~pu*t5T>|E3r z0xpH+6gR_OrxHyAZV7vE-4~c|9UHpnK6i9{eh z6jkZ)iFXIdL89QRI>~YYH@GTtTk*uf{-p*Uw4XawpdgO9=U>=w{*1088 z^+TI=VU(h{K*Nhp5Deb(fRUIB9vO}CIYF`!Nyfu1^HL3)(SlBeeRh zx-Zfs5Og&Vs|WH!6a0;rPGLUXS8gXS?8lu9aT(Q2BWu=(A=)dLjGq_Y$#Yt|G0*C* zS5=E(Z7t}Mmq*I9xXY*#%7qxm01Q;8*LRpOTB`ZR>%bgL>(!UwuSLfRSd+y@2i&Gr z*3-mEYS=|K%W8SBR5vm&g1raz)l&q5P>@p}Mm^IJADvF`6H$^+~jXzLRcFjd++O`5|^~=PCEI zi+fiu_tzP3voo@SbKt^>| zJI2+}-x9c{dn(@~Pyp`JXC3{4xJlLOV~}E^Igi&JHYsmPK7Hl7AOi>3%@EQdnmz#P zZ1NG%2$in-LfrkAvK1y#;i-m5tpiF+489nTFBw!7ARTvPCzLj_1gfcBZfpS#BG-FlV6Y}vIDGq6&^gh3Y3Ma!e` zbY8KMH894Me-lrAv+H!zb{kC5KDevj&$lvDJzHfkuEqmZyIB~#yss$T434NWjDgt1 z$n!LyHBe}z^$v)=oNxK!D1FtWMcsS(R#pwXqjcmgnLXD@TJ^V|#niST7z^;M{FI#D zH8;^|574!SFV42--biu)nC0YZq|twrY;XkTSoc<*N%r*9EXpoQlytQCh5M)c59z51 zZ_&`0H1?RhN^+atKF{)`5C3)F41K$+DaH%zxn=+xVabE{7CpN?khA^R0Y;-<`J9g* zPN`2pP^Uavba!Gca(t9c{04jD!H^|jj`mJ)-?P${i_7VE7k{}E{{_%auf}usiE+ox zoa(!)QxFCk+(@_8@g81+K7g;Pz)YYvbW^9ioSX?s9|qHduE_1x5=3RZe7rshqX6j1 zac^{Y!xdOOT!)4=*6aQ5m~RAUKrQ?DqI~ge?YhCbQMV<~uknwc(^Ns5VC)aJ1_2BnZ z093yePj#-rJkbOYu1^%z8W66~M`ay)Q>P^Y_+)v2BK+FiW`rn zoWbmLshd(3JGmPyiSVVHdlC7Jo8cjjj*Hfs?6QZOIBA<0eo1ixU+r4|RiE#P>Gfw5 z!%;;@cY~tS{T6@BD?{m$K~}y7c+MrVOhLcdKN2Oka?R4ufF?oEY7WG3NEIfFTMxf# z;<}jN(PVQ9SlQIQfD(@BXo)4$sK?ohri;EZ4E^A%&%SYmfV%;Z8i?`=s^^2MG0*VZ6>KAtX$W>kml1 zQ}rajAt*8UoL2_E3^^cV<~>DMfxp2?Sd{`ka|r)Ip^9>4EzGoI^^rY$XkzL*5q1*< zXZ2b3Ro$=C@UxdZ`?{C!p2}b7L{zvU(0rm8<`w=l2alPH`t#6=E&1qpgefDA_ic}# zZ;9wBN4k6tfJ0|5WR#J0cGOb{iK7UMQmAZqfXGk#FOva}J2YDZ>-*hN~iqIY-F_frTR1%YFf@ zhH*Zb z9DNWup^ztJLVf_rk<~WX)lcU=C&@6gVcqr(yB$P6(_I_o{i$QXoBRR?(71p#5VbA~ zgI5|kwBJg8^rk3m*-|vFm(6R=2NhfA3aO2(II_K;*y7097K?(1sNY$O+65~3fbni^Z_fxw3$CZhg z5sGV`^~s^eyx8*#Nk8l@lZlg2?r)W}XeZBCv9)+UPX?Bz5+G058tZcpY; z_PW(S{6~Tv+slPWfhD`g@XP2{4rmk(Z`E(7R!x|M|FTth`UIJ1cGR3XJJ{#AyGrZT zWTHb?E*tjyl8G=1t8V}=xUabAuvp9fBnsL8)7CtUHM{Hdw!LvKOS=mL&Np5r7w5F6 z({*cSH9Y986<_u<1!CKRDNzmc2I^WnnN2T%+O$xm)wFuFhuy-Q^`~`H?^AKZwrCM6 zscv__G5yBH8#u$pQ7@9mnpK0u(;=kSc1oO)?}%{pW|y9NpP&sjZ$CL7F4%0szXjP&y^viP^?0cZ>nAV)dN+vh zzB2eF$eQ}mTCDucX@%T=%BVH0zx>3Xpd0+W1O;6u=&6E&QJu=g$b?_s>+~3T~@QSP{wgcdI zvnc5-+ut)Pl+w5ieKc)un+lx$4k8ucK1Qp~tm}I$#;%U(+1pkV*-~`)$FZb&Kl0i3 znzK$G&Fkl8a0XofQs*7)#E+eZUWM1q1aKJ zX+e&Wme=N7Eh3Damr4#_c&2TGtj>Zo{N z$8<)xljs}9guxLJ^KDR+p*jiRYtO)z@gvO%prWc`bAlmky$Lh#c^X0aoTmhz>IHp3 zEikLj+h48@c-;(qz|%ywERMPX%|;s@j!m-tc1wwN!Gv$(;ekOn~ho? zy(D70`OqlGgdC*OQc{EcVSq-LdAZMtX1Z;cMWYaUUR zhuJSB082%e9M-(x%Zx)WrE&^jTv|6_wq+i}k(M__FVNLF!pr7J&YO0=5SU+~Gu6Dz zt-mjA?5BlWH(suseCVV9bBMn=u^+p1Gk;dC^3Y;w8LAV6*wL%M>SPM4lXLSlpD~1d zpe@ON*p`3G4+na&NL}`iSSGx&@5jnYV@|==a&;3g&}TWor85a+K#griFihZ4hF{un z$#Fk$Hhj4O1mAaY`i|e!*Tvs4F<8YLxUxJKf~E#rA4MB5d%Ro zy?Qox>C0d4KGQ7ae;6r%On~MbyRit;YVgs5`*Tr)Sfir^ZM)hUfZhr*$)~vFZI#b9^K@v#JkUaKbPFg3R%Vk>A#8{p9hepf=xcfX zDg->9NC;0z4KC8Ac( zpL%pe@+S??Bl$&a6Mvb8ZwzpU5*7^rBdV#%vIKLkKmPfKJ-sm3M&1`&S!Td&nk*og zo5>NI{i%wP*Lbww#eSNt7R~lPfQxBFcPZ^(gx=t$u^)VV2^w2$Zl0+$W0$CXiyGm` zYE;Eil65v1N>wk1Nq*`*XvfI1F0ReiJgQkVc%1Cj^OW&r<^6Wwnw5-jEAsI57lwX% znloU`4FkrYE9N@64K;Nv0=c_5r$t$_VXrWWE$MP=P=ti{3_ zasSy0JW&2#k$pr_T*ak1c4|jU&?8oy zbh5_EJ8PlanHiEQ&x=<$FrR0a=S7&8H%G6ps+Ff*%dpj`&&lsBcngCdU^(D5(M8CY z2Ah`sSJV`^rME26t2t>)OFh322f1By_L0&_F@#;2m5HV^Fz+4ZLK-qy7io4XZ2U3> zBRWd$5M?ywT+3N_Q(^N*$DukEOznjuhlm*R@=BQ&@8_Opo7LfA&hn75Y2;adI3e>g zEr#nenAe$5MC2qG-?88&VJD(fS!7pAQeG|0I5ESitWl0}{ut;iU1j73&VvB$mfr9$fYZ=@cH91xkS+WGb{8u$-iVZaOFqEU5_ih1ZJ&X*qOl-V=z;daOvEQBWLO_9@IrD%>-y%e4)O~CTd=5voY$+m9 zCn;`7S?&ds!NQ1zBK5r|$V1lr5URQQ2huIB4fmL~Jt?k)GEOu$>P(i@{0RG!T~fbQ zXYgYR`O0taeOe|M$6QUvjLDUvfdSLmkIHK=S7gNH)D-zNrZs3TY5}tQDm*!l576hu zj09>zU!ULy2lg&$`Cg|GHv>yxYCNz+$aubL@x?x7K1FS({oo*{RTKweFTs^r5V8Db z^XA21B}WO71D8&}M1C1cY#+g+jD&aggzIdW9-Y-NJ8Q9lafZbiCxHYo1c|2(lA9c@n}>)a!~UbXPa9CL zW1O!`9U(mPoElc^fnayuhTd(VsZKcUS12U=f|Tj=efas7MLsx7g2&4x7cF|E9hO!s z$BmKw0Be?M=YF96k4@6eEWFR##k_!VXW!D&FMTK|g4HsOQwK&>PcUZbUNm-+wq$&zlS#30o_;YWKeM6Ah6d6l@yRz(6%O$c#qSlVh4^UGYWnl zWQ8k-CwgrINpxcwpgX$*W;QJ&Y>(08x-U&g{)1OQIBxd-T0dyexdZrx)-3$<(!tM{B}-mxs1ZGNbFHQL$s7%_e&HXp8mO#U7v<5|P8q{lNI_%s*JE~*!9JF* z#s=7mu5MvevjCaRTNH`8qV!laL1de~rP%`hJz=-*-T)drBn2ozcSnoI+{xY&0fKlb zj4c-+;${Jjf^g2d`?laVCQ+sb%OLw{S*^bw{Ph))HM&&(vKU~xELuC2MIeyN*FoW= z+~=Q!G)%D@JJBN`Ae7>}pFEd|m$AJyQfSIpe5ovYsBY(0Kpc@U-9q360#8JzdHY&#r181B* znDJ>cz+*m`y_2O@wY(MeJtGnK)2CrY0fQ%}dR6aAnojd=200%HxNb~v76{w(cLGoG zQ%{v%_KyTiAUl2xmfi-bf{~js9)Ol+3dZfL-hKkG6Ws7ECuo_o;X?qS$6Z{Yn$6pP zNdP?VOIdh((E+Bta==4L9!2%pute1ZS67^7V<6E}cMKX6YPXdg&fVPDoD>v*@|I!; zPZaVzMVsZkrB;_r^qJb&UchlFVjWfgo|?}}TlqGdK(H!FDb@Bfi`b0@06S{6v1Xk- z{t*EG+cjKq!HOkxHnJ&gS55R!R~AR}f`;Q^(4=O9GYx5M4VzN_Xb^dfzYfA^6@b&` z0Ol<)3vv<*v8&hU8SxI6#V+KK&7^yvGL{>3*;Wqt-aP|xMsEhE9E^z^Jg@e67~Shk_DT^&aRdX4)U8>t01INP+&>2!4I<6 zFmaH4qeh_=1!iOV0Qjw2Q?1#?KiHmYzLQeY%?%-I@*@@`{vbk~*}`!(D_#jUg&cH+ z(lfLMl`k7X=sX9WSmWBc@xudVRXmd(v14Q!$)~DMvp)nHWD1l#Oa+Og29rFaW?xGn z{DExbXd*WODgc)*p*|6kXaMq*hNPBW4vIM@*xdX(z2~%vu&6_LT8;~E^K|%iAev2I zCfhf8xaxNnqPc~=WQHNkq$GMc;tY&hw~8>O5-nzo9q_35)0a-f{pFNR zc`pbL>#b{iC(&jjvB;K)jr#rwGc1KDu5i3c!MFzszf{dQ_IMT)OPyq3Dsj`8x#85| z4lyU&s8X(60Pijy|G?ly@GVs&`%&)%Ye8X|97OZf21~uWS#!wv!A7Q>7(=Loac^@8 zB(B*q>2gO%Br#ZAXT2Rn=8E)K-dKh*kafU?7zWO6>W}S&yv9^Al&6E=^Cer%!x6nI zo5b{$jD zQO%br1TNJJw-@el7o34aWZZO2scGlZQfEsA5E;a) z6|~GWcSRz7Us*p76CfLTpLCeg(8U;@c^pa>bOSnwasaq)7Cpi<0H2WoUAm+&=2HDLM&cQF=jcQXo&XrR5qQ-X@K=UBeSV}0A`fI zN8P5r)FTn%ejx}+_Fi{IF^nY^``{Ex(t*l>Y>@YK-Pa|5 zim?R90dlXjc#dQQigV{c84y<+TA{F`=f3j>`lQG5Di!b zhmDkAfl=W&fg{5$HBID16&40Y6(tD5c}V3pIIOZU1)0%RAOzZ;Xz#myn1kVnj1)?A z2nOV*E-z4P4~pkID{DMw>|IOuH!TQyNu*npBYJ~O(V1bOQ4;r+)$iKI0YiWsZXFjm zlr@QHhl!eI{{(>?P9T;m(&FEZ+-!@;19aVpyg`RQogMDP#lvJV>C0Q7@4lEN%ba+Z zh)zVXq^qU@k3D=+=^j=uS?&~f12~yL;d%+w1f{R9Z*Z}XSG9nx6C(!tk3%?g{N`F9 za@tdh_&DrAv7lYb(M1TxDM%7lH5Pt>0l5|yCMgLKmtjpk+gN_2`-1bAYb?Ly*JA&f zFGQpFi6tvJcx0=!?uvZLs~-mFYI;?`*9M4qwUX%G4b$6NDO5AJ<~SnpF19Vw3S3j4 zikt9nXB@QR(q}@VO|EtveUKJ(3QZN(L+%NkOaV|iRtW%!ifOz0EMR72zZ?bbQ5Gmc z&UUeW`N-?e(ery{tbsjR03&|+!F~Te4)tjAk0L>OzjKH0RvJ`YsuKfrs=zkz7+sx0 zKB=%RSq`jX6pOzF#%AnVlB4LRN4iD&8VI6H@~K$e`$xzAI|((t3@i4!^NmWp>?E7A zZ*o_B!PsDh-bft;lk4n^#p&54Zh;}Gx-Rt*uVMz^5&8HMxmGZ0 z8y{luVr}oi(QlNTU{wU31uV>gi#fJ76fP<@b|N`hwg^3>!@_XU%+|GdQ&~ z#y)rR0Et9wa1-a;HvqzT))foAHK^4LgCRY<$9+a?KT-n@I}SsZ(iq68T-)n>Fq3`* zN)7fVnP4al7QW%rvNP@gn=TbVk;d!eg2pZW6(FPS>W(hf-o+I^mP`WXvyl2B$cued z<*{(f-Mjff19T~>vz|-{=t;MDJr8qo`q}kXx*dNXii{nE8=W)KwB0=09N~nE{^S1w z08n4S51bWH#rBbz{{e(U18tdxRTD5odO5WE6_#M|=4edm!_3Mt-2(O9_sU|m2YmO6 z#doX1AB~@`s39v0)fdR9mBC{>aVILAc+G}X(};NHBy@j%VvRvRNNZiT{|XcV>_sYr zkZx^|zIE~a-+BHR0dyQHClV;IQarQ{Z6tZA47n3bK#edF0y(`h@t8b6zlsixVDkS$KY=D_pv~_@WAg$1w3$)#uK05 z!YH67s=^IzQ}0X27G`av&$U3U^`H?n6iZ+Td_%fEFHl%tX?T=Ge`aYD9{TtEJ+CP+sW)D8W&w@a4j?E4$X3jQ`EkV*#f=D%=6T z=!Ywc13bBAXNP!so2O!&N8W2PlD%?7)e_`WVc}Z&`iL)_}faE6`&k;1N$4ouYO}nx(8W_8Lf`Jb&%76>%_w>>@FdtEN@oP1w&jWzECMs0EO5g!tXSU` zl6FDu7VOw^1k+e(FdU5o{d(By+p%8^Js^nDM${7I5Z@jkTn4*P1cnb@&r4$&i&GU2vLbkvleecSpf+9l{*O?Jvnc~ z$Oh}jnY=1?WI8E;-(HzFc37XwvA2IU-!*l)y2{I`z*Bj&k*x}e2f#8DnXr)z$TQRc zt=>^skGF--4VL(~lXEC|2IcN)>}u|$_+6YpCz9!^XXqj5(QYb;#V-I3;yHt}Rk0Z% zRDl56UToxy;BS&8!QymO5hL0U+KoRZaG!$ANWO;I%pO2I9B2?p=oeGw8&ziwv{<+u zZ7ofBn=RR7Y}IqF?RnMK*dpUgbKqok!BgxS8y2^@O*_oS^Aosh>(#Ie$7xpR=J-eo z_1byC@f-8Wk6~D|pU@8aGAdr@&ag25GD^gocqO6LO!gJw zDSF8j2hp&zSAc`@7(j+Jz#)BlqCM6J5nInK38_6nCcb0(NbW%qFLHT|-h@F;{{cki z$HJ{IXi<`&>&PFem8*nCB;4@@0GaE#>RV5Uc8*WKhR2os5Y^y0v)40V0o_z++7q0q z-j^Vx3>VlMmE%C2SMG7J{B{hY@DCDzK6@2-RNAND1kC?o@2#V%YS(vRDFH!1K$Mn} z1`(u7DFr2@ySsC_XjG(Gba!`mivrR}cZbwMy5W1)dwzTGbH>=`-R~Li_vd!-2a3$O z<}>f-e(t!g>we$&WICA<8Q0L|oY*8TT_Ex2Ccul9gK*HzMu?R&7Kc(;5YZD+FS{hQ zZ3-6#NXgk_BYd+jqROx(1XvLfHD@FD3T$&t8AWCz@U!M^-dDX)?7jfeQP=qvJS4dB z$Ca5AeNYjVK@`DeI&kY-oG_AI>Az> zEa#ftJqEN0t`4~@L{A9oJIu8=t1cJ8rtT%|@A*FSw1J5n1OOnJ)#Xz`#L2HBJm|6@ZN}BwJ9V3BvHX_IbEu;guj>W&Ote0&PGs0Og1N zQJYql|IpjPdOI4~@Tjtj0u%$y5fB6f6EP+SLG|7Qd5Z^8(Io4Avqecmmn95AP}5!X z0B7_jB9~PPy9AXb1rx^}JO(=XF+<)G!Nv%Q5#RmZi2*8b( zVop+Vd6N}TX=7F_GB*b11_zk{RkYNzar=X#X&y_`hK(GDYCZJ?&9r#GmC5~(dDenrFGJS~N z%P+9V(Ov`gx0aNkTo5>j@?iC5$&YfJ)_?B`QGzsS!T!_y+qG5{hV2B?t^jz3?ADv( zQuW`^K8BfS^B8rLZsZ7qr{`y|i}@&O3^o(XU8}(OB^qxRz^Lgd-U6XrcYo}gG#wu% z%5Ml#BDcU2pbD$l);jdc0c^@901(KMT9v)DsXuv6lgIV(4FVQ;QX$a9g6u@Y%T*FP z7v4_2_m1*`pdy!|5$80yFrrc&Pg!n12L^gV*=6yFx=tYRZebiaeQavyT+9)8 zexa0JUYq9Q@$9>g5KtW7u@3AlL>El#RA1{6F8{BzcI#TzCnj1jA7O3hx2y=<3}A^4 znrPeFUM8#8jHzfEpGHZX$|O&Hai$096I56qtFSz)=TvD7Z#XdY9&Zgl)5MEy3so%0!O zzcDfb^b+8*61%}CtQ9|~8BK;uToF|A5dhzDNF+w#TqY}aC>Vy4aNgX4LjOCEDNyor zJ)xVoL$EY*K}f9MMXRzqe&+FrHWr@)eL_%T7gr_gpKj(hSE8xXE;}-aUzEn z5Bz%JIaeTvn*>7X`qPO0q6fC)k$;v< zo${_>08~;oeaDD(FKB8RR5kmLK2ct!^_pN6H|lFQwSy9FB0}Kc2vm>xu)ME9s|c%> z7hs38z;=IH4BX&KPv@d{(-A1PZ5a2`4Cy0G{=tWfZ0Xyk2VMS2UwLL=8 z2Eact_k-nfE>3B4k_QbD zGol|J2u2Mkn+bbdA5TF02M-V}Y^ytZSD{Kr$z;ZoFbeWk>Fhm#b(=cg25pl!U=IPR z(sgeR20Zk#AQdov7)?&B#RD(HFeDLN&&tbK;MeO-%CxYz0uGL|;y643hwZgJc9+om zqf3wxGighZDRP(@gUEc!!`MBhK^1W*o?48~y8@qNQL7;qbx=(@v6DGa zpjV-3g%4HKs8~U&m7KCvm+K}uq=`*bhmZ?Fh*tbTpai_Ntay_I#(vNcRbSLX-NB&{ ztjmQcU%KUs%JF_dh@%_<5Cf+WP-#&wGpnkn6BYQ#w>(Wak&S^7mrFv#M-}Cazn1ojfe%9MQes7b-w++19%~iU&Q9;A z`HsksbUx_wuSF?3Fb5Dft`su^Qhpz+>R4YvQZ9l=?$YdknSj9tb4z#}Mr8Zke{UU; z8X!7t@0@SI<{k!SlL&73E<#W>c~c;k!g<22=u#CJO+6e_aZl(&LaB*Y0vpa>fSqs zYHyZ53o3`CP+hIl+~#kBZk1jXnxupYg7fIAR8+1}N74;4Yu`oq^`d$h(sGz=#l6LJ zcWc7JaV$nk6d0jxQsDgXgHIWr*W0?P#plyvY3ay9yZlo_1BJneriW{@sH*#*#2q(m z;o|7!1@I_G*S{NDAqeV)QJUMrRI@8k%kpWVF9SG`90a4kcEuRk%7OXUO8g^j zCx!Gj1Zaagh~>SS>_3@`J}p%8CT*Lb!Wn%6YLhKU8L|I<5B*P|Pk0Z*iJkWSAH`tT zgf;|k6;X7ZH33+R^GyV{hn2?hl@B_l`!nFN90^RS)GLn1HEY$EY5s9fQQe1U;N%%b zv}A-qDN*YqxBw%95%M4RF$5L0;WXK!I2U}zUz~q*xkmcA2Io^OVfQb0H5ythX&LCr5)ze zLI+B*w!5~?p!O%4`ali5n_+M)B+e|vsULuM&6K46yf#8O>Kvgv1wa9{WnBo2@zzAC zu09{yKaU*O);6G$5R33&v!OVESxpY|Jp==*e(g`YnNNml5l>%yU0jQJdPQWg`P?*2 zlbszduR!lB8?lFLgZpkDGH@ndA|N6LVLtzY4?RJZ3?Yfe;s9){To7vU^@C>Of4t!- z;)cy0C0+k(xj71f9aE+tL^xb71rZ0D;{YFhKk#Y0>zZf9qNogrlJf#v-u}c;y4VPa zFEwZ;4E_->`m{X7vz4E=?;@YsJpna^B!tuu7qF4qL|dwV*v3Cz(*MzH@X!Q`D+}|t zu5!Sumc z9`bsiTPFSBxA0H#g&R&KZ0YMYcCUEAVV*^oaEkx8cmJPX_IZxHaD!_YKiu<&efUr? zJVUG{q6uoA6K~R^A!76+><>&b_-hXONzVDZ8-$eueF!X`CP3`W2Jv@GS<*k20}0tf zP7fhV0FpVNd=Lu!RkQ^-M-%WVyR3H|9?@I}4` zx~iNtWl{h02%@Qk2z|C;#JdLJV*Jc)9G%Er{MY|n?f>*m+5=?dInwkzoIfr&B!hg+^N2^$;@cwiG z{_W#1Pywfa8bSSUfB26Y)xYy7LxSML_E*->{mUT!;x+zz%YV0?|13oPcVYkBj{a*t z|23Z{|J@}2-6R-z|8)ibbp`)*1^*!c`|l?C?8o8-#tWB{csf6IEs_B73@EIl}; z;#6LqkT@fa`W_RGC|RD@>HJ0g={z+r(nF;fUU_-qiqjO|_hvpZMA9;l%jAvEiSt=+ z5_8PotU+Hiuk0)c)xZ1Ym?DErEBgQT#fFzQG>7)O@74d?ul<|b$a|nNIF$;ITLqxL z_WpZcZD`1Z4UKmK)c@{F}Q*{mrjO81ld1$h0O@fA>Q8dBR}TRVgiN#Q(M}EFvS_o749G4m!?%_gZ68 z-mgx#4EtmLzAb1y5lwHz3XAjod)5hzJM99jx{gQD6#n0~1#c{{Z6HYam4DMZ!LKV( zf>kesz0joo+qPim+55O{dbKFv1xV5=jX(%e{ zsFj=(FwKV9zQ1kd)Dj&X5e~H4&7soe)2I9UKSQ^uzP>c@Jik;eu5^9*GTmrnb-HPh z!S*QMGx>GCF1xh5@~wpdFdTwXlFPS$Z)3>sqBbOV^1rIA-nq8AVMN+Z)2Ojyr0yv7FxPf6e+9l3yz8{7y0)*aM&FT zLPElxlIBag)-=)fZx(OfRz6+c-d-8A3k(c2vNfnMGBSDN-P-!SgG*Ucq!eCR@7S`A z0{`2$#f-vZP-(o3z%dVZQ!AEV3x!`(LyqPrCR9%!dVCQTQ3y$YislP{v1w6W`Zuk2 zO!~?34~1_2a8@KFq@M2P^0TuKwULd)I2VD!nR}1L0!d`vVcsSTD@a|l#27F#Fom^e zykcZwi^^E0zHWyyc1~kTj^X|OX)CWwsr$8euuJaB{rdaDgszhG7+1H(zg~NrHu9FE z{&>lCM7fJ!lD}L;6Af`hs>@qjEV

P3GR~E{rqZyE1xnc9?kt>9y&siLXDLa=$NB zR#c$$yfw^p7EH>>FbG(vR2{dSrFA1Xd847xkd;jteRSl+7oNOZhd1a-=Mxr&mrw98 zTPOT|u58rzDl;~10Z3F#dAZK*q@WxUtIFvO@|vW#6gm-6ffu_xY~@=k`7bY~#nwk3 z?p8MNET8y$;d*0zPEEalARYUQc^%h%OE`kLrucl-_$%kZP46F`z|Nw9Bm>3;vthW| zvNe3cI%Im}aXOFU$`Zb$FMS5Te(ped?6*LYi{V!%)XH$1^`kj0r$74E%Ii96h}_`x z&cdDM>p`3-6q{I=Pv*%XBjJWS}DVWN7?82LQE-kLk9>tg1S zE_sk2iNc-T$V zh~zQBkO5>3^+BEvUNh%kdC1pkIRw0R&m@LJO2TOE?QgSUu2vz zFLXp=Na&pWE;V!%QdS?XGd`-JF7#l}|>!$5}~dz9q=V zYnV>Bwzi#f{p}T9g{oV?uPIq%QgP`thg}?b_?+Fo3D}cubCf|e2a6|OXL)3r&F?}> zCYjLU>A9XPwB0f1x)L;ZIDWE^g>^0`+S}6;L76ic!`C{X+`cF%lv7srj4xA)XLCFo zsOYPz2Bk0E!|}6|?57GVCOcc|gh^mC=1UpPeF>?sIOgx}>lyuofsGL*!%o4X8v6KY zwZ&Kg9}073E?Q5u5Ic|R!Keo%d^cE8?hf0Y&(=KgV?rewa#mTPmnVP4*R_#i5E2n} zk88V0L=}H%9A~9vcs4}Zu;xMu9IesJ0BYQb%%uwJQDov=NfF7t@yF?IHt83is$F01 z4CE1`{ysYpZGD3Ip8f8>LINdp9~!K2>2|3Ry4zp&$3C-CTSvQ0_t`gTsvExt$lZ6h zQgVJ~NIHN?$h@?(f4^~Uh+T%(`lsu0cC{KZ_1M;qfYj?b&$;ABMM#W6H`+|89{bf~ z0x?uA7U>qLm2TZ(SOc-46h%7Ne<=>lGe=!q#gRJwU8XTy zA>s6HyXD(WCp}qMa39O=FC0^dEl%m9h85TzUi}8q>IY7#lYT}dO3Z^=|2e8O{eML` zqRM#Qj+gVNUSUxpD!;ZYA)%2(wYaew#R)1Bjzx!Dv|-hp3i!gwj9onN@yt>$efEI* z4JMxvw|9Yp)z2?i2Ehcx8}+=#xqLA`O%*y7YhO)1eZFPfhi73zdEuGU0i7=a89~R{V;=W#jW-NkQ_c zP;2()>7nQ6!zIeWu7URbXKofyGsn>d_1fKOW*;P^VeS$rbV|;=VPe|sq2j8iH2s%c z(k=ru7LB%LwEt~SdR>s359G9}fw`*_#&&Z|qvEpq4@{^G80!KD-~q?9$4u zF5WL@3o{t&s$IBM3!2@Ql<2l(7m^8Ytktcu__g3`k&d$diu?sVcODvE98DbaJjHZ( zGBw1u^)1e&pD(6bnz!YTzw%&De850>5KKTg%f1NhH?!1qss)!vN1rO?LW_rlq%bo# zS3L`I{Y+=Nj{C9&T20d{xc_IP@b+Vp#U1!%v1+j2REuR_Z$qTbdVh^1Vfg8iqdpsa zw(x9kn5Z-sW#LAhykDgtBwu78EW20r^={cS=ze`JZH_Ob^he34o_gIY)Mt-$-a8^Y zqBx>DcFfR72`Tu+vZmOLe=uyLF~zT!Q|{ zjesvSvYKQ?e>(V(QdigfcvTJ4X1tBGp+h+7DJtU0p55ZSz0eLVJpWZ(Zhok8?m6wW zujt{i>f=V+@W#+~m+8_u5JOK^&qgm)uS9R)gXL=89u^%;6g_sf{*Zhh2kJkmT0?J7G&c(d|X+d=O__yn|@3oX@-*sV!`%_pqXIt)cnTy{!WOE($t`C6D%J+ zp_45DOziA*Q9ay!=8PsN%roP)>vx}b8U6mqQ!CgqVu zMv=iX+ud$=LqG_JGbDlz3S8oZJ+D4|{m4!uXphUWb+CHU2Jw=Hf2Da}=*(&EFz1_6 zl;9jL>WiUwlg&QEqAoyyc33eL604Nwu55aFRZC~Azx;+o_Ku@b zN5P8bsXvK>RZrNa7pEx?``K$ZehFvOE2UOTb%vm4!egS@^62A*-VE zet{pUDJdm#U(tl0JZVdE?>XJiJL^y6+4j^+8e7Bm>_LYcpce$<61`dUtpk&tvgA^Q z*-l=s0))p;Y6v0FWFwW1W@clHQLi-Fe6&v4>D@Mh{tVU?O3sWJ4wLV&mhAoH9Kbz) zPAxAlXW1^aWCvaWr0a8!3#X}Ow^}1(<4q?)v~=U%nCI?icEtQnc`_NN&fDXgzE8oJ zv(kP8g5V|ad1C+oRVO1OL%Q153z-@!c>m7v%T=5uq3^ADDv;f2Wg9SsquEw>z&)6Q zc!fI^QYB)yC`!y>@Hvwfmh9*Z|6s6F;=(T?q6>%+555vjV4O;r`tSw#l2}fZD1WTT z9Jg}b8V#Rsb_0?Yv+r{(>#M!71X2=U>p4&U7~t2Ry9%`DBPfJiCzA>TQCOPV4I=4e zVtxRM#FG4ujm@LekNJwZTb72xdp$Q>V};h@@RBILhtLC<(T}g2xBjk%GCM-50kG7) z{9kuxXp!FCImA7*8xh+3@ip}({L8n2=(dIjIxp#2S+!02&)?nRG+oCeexIndm}h2h zI>;fDZ?!EYhx#6EyM?L-Cnwv%?yO_1_lUtniZ=%6#Mq+voqKL~)^sc%GW+i7L!svn znT=xI_J`M=8;+ClMZ}oIQeTh_lxkF}m<-%Vu(ev{CAqomy+8lZUWsb=4h01(YI3ge z#=5OC)5!W?Im4e6`sBHNa^5Az^eq0;%72^t6|?k0#=ujdh49g%I4uh@n0pKtKE^+VZ`SM%_7pT z7hv{aRUI+1)}?nMFOlLR+E?Cr_WLAUWrHR{otJBXzET}{UW{phZg>Xl*7#?J!~uZ4 z#W242dvXP&fMQm+9=1fTl+0cCy2f8q>>u8q9eB#xT-lN`_SAlO8@g4Fsbqe-tPeI!zBG3mhZkTzN9F zKYLV`hJsbigbz4B+7cD16;0jJt2$AM?9Kz*PphZ7MU1cYzCENVgI_$#dd95j9u-#8 zh0Cr|R2I9@DOfa8TbRYFl}n`061HB8eHcg~wi-%Ll3zudtRyr{Qf7kn*`{urRM}k~|n~=a)*Q>tQy{k~_aaKR+z>I?~tb zRok7OZ?PuL*DWm(j*V~?ud!L6x@A*mYaB&x4$$?a!Nj~Y8hxQktZb)=2CUQGn$f8g zxvnVUFO+!GI`Qgu$L*#4s+G8HD&ihN;G+sQjmBCbn_kK;qpeKLrLX5Y-m};_nI;LN z+BH)N`u0}vd)MF5$rKAxQXdN2NT!Alp5V@b0K~;QSAFmPC-PhRu>;ps!(1EeV}=A zusfO`>2j~@RWz7QiiLXip&5Mgj}j`v;~wpZC?|4*=I3v*dmpz@c_sXeb*!@K<23LAXNx@>@U=SKp}cNT3h> z*500FztYLAy!2Sk;7$;bUl#{>J?3N_stdqFQ7E|-TIVI|n#B5LO;Rq<=G-?`?P+-bGkWp)$HW(5X_mOPezUd79X|X#$Jc3d_UAgMzC>Jf>?6m! zuONNtKPN(>?%XO0q}mtXi+Vgg_bh0(E3`rK?h*6#=M2gFq!>CV0|KfyI%Th0QVyDx zAL}L?K-?+jE1VlCER2jkbA{L}AC&FieABWgqDrU2e?+RtMC`slKh@$GOD3E|U2fr7 zZT>JfWl~W{F1M|k6$i)VOekH+6#DTm>>+Q|n@_0J?ca>ok0@7D(XftxU7QN+iSSCF zesQw6)v(^;6d&{@Y)JIKI)&IbV+CT-wsmnX=l9@!ihG2tfr|Rwju%1%3Z2MORv1Av zG&ITg92VPl`_ zEdX&wz*A0AUd7Qr0}y3KkBg)7Zj`Ug;@x&RUj(?ws=$CDYD)@J0XqdL;?K=(6wd8* z6b~LhWpNti%_JVUpx?azAu0dG`y7o{T*RySoBy=oq1jGL@)$_u9s>P#` zNJ<2-GoCwdDUotutE~iJ>3sxfXwFqYf-Hk3Ab%cPth8T|Ox^=rk0|qz9L)KNb#E-8 z&+Qm?Bs?}reD$NkpL6`Dy2A)|RwQQS1YSlpjFKYr6sie-F*D91~8L(tyjqV@4-Sp;@VY?|B7n zl`%p7SdM`W9Iu}80%}jE@rX5yXDd&-{4%^%rFR~dyIr0ju%pT>o&al9BGG#9kjj&5 z*vh~oS0i+jZ$ux3F_*aD8qd|@;O(K3+htkeDjhhQ@sZ!7@y&Lwtz7~PlMdCQ+B|22 zj_9dgisT7gE#kwylkwsOhORLWUKLhs%ZD3Kp3{EK+U}V>Pg+L$J-)}wsfV{Qt+(n7 zG;FO(jd}uFv)q@D&Mk%^?~P7rOQ*LWnmkTS{?Y;61uA}wN z=LKvX&jdQ=9L$Vz5)JKg$+QkyuUrH1li1~DzOkm-2m91mk7&SKFI~)s>%#4O3^n_R z`;vvWAQbDv@j{JmMK%zo_Kd)fA74QNdzR^Xi#{Hs?=>s(Lw58O2OZg4OJJ$co8p5LF1upUi|B=m>~>w%Rtxjh|+N{a_WpT2~kIy78+cZlAk^(}!QJl&gBAJhH}~Lb{Yc|et$@=h9274`pGZgwThWp`R{~>s#ThVIDeHk zGs_eGu9F*D>}C&`zSVitdFbs+Am>(RdUnk<;Q_DT*h0IjX0*8DE5V);90(4n(77qz z<&_m{TD_{cj5GX8r5F^mKXAlkw~gk{9|GW9&A2&?h; zH^sxBvxKNCaZ-}AfP3MJ^SCP%HAymoz7~DgW7I6Q>CIsN9qW@cL+@b9<@v`eY1KVxnscMxMk- z9KoHxbR|m9dWqib)vH>G!zF3Ze0`tq=EfiNukM8?j_*e8d4{pK#J`tb4aLS=6Di)( zYPFAi;RO{y$0d)EN_8Jk|3Pkit6rz3<9SVfoki@Z4UZ8chlhThbJ%M-Eho|dVG1Q9 zl!SS`SGAU76G1}L+zvb6;NZvyzupKblRHK ziT%o#iR0LidwLjEc)s;wd)2YJ?CacQy+F$=3B~vC*Rm((9T*&>BxGVr!M?aD8geHtVDh)5MSbS-{^nSDWsd5l|Jk#4$X8rW*Vz{-?WP&!K(!>9fXiC}JIEebxJ5mM?h-N}L4cJk4LhVsInf9WZ9I$d40 z`H19njWsji;Iq@|z37>;1!SPo8NWjA4`SjW2OgIv)q@)OD}m38Stu_D+5_eUad$?v z`M%g;mh@p@_#$Ly5)JV1Nqx3wi#2&x%0`JYfVtjkE&jOAjYY&Vghd6S6iAoPj+e9EVMN91u2W;QaKK$2w4votfXZ)c10S> zy?OKV^f}8fM0L!$&Mw67aRaqJTooj5sHd`0Nc!BSlORA z@XYU>k^4%}gN%#4bdvGS;A~9VOz~X3vF{9f-@ur$MYXj~fz|kcINvj9$z$X-{}gLF z*CW0Bv4;3}I+;ZZvF|eca28i>P_@32>i*Ql8jSS1(mb|Jl$CxgqL^{v#9g6Yn}4YK zre}67#?Tp85ms83Q(u)?k$Y966gcKqLaktT_4(}VGCu{rxw_fQ+)s8KRoIE49c#mR`Y7r(2GQ< zArpSPSeFv*{3_>$S8TjUlf52V|J-v~^KV|&bYH~eok9MI`Wj? zyFl<8hFxuEU!fuTyH(SsDs)g$fcy{l0WHvhY%wZfG0bAt)l(`2g=tn>G1{4znx*wc z7&D_HJB&Kpq*gL%_{yBO#ve4Zs7#Qi)-n-vR$Gj7X|Oe$+2t1m`}#_@2d8?Cx!cW_ zy+k2)K91fJkV2Viu=aZ!fAQ%iwBF{MqG+rz+om-!>JJ4SGm+%Wddo^G=FL$@T-5oVp$g zbE645$&XFUjoEP9&TC;kyT7pn=J>uhFfd5EXPi8C2}bLfanyV8&sK(f0Hiz_%sG0w z6cz${S(ddh>{yfUQH+YKK;_nssm^z#dTABIhi3W{R^0=<*RPsz^v?lv&@!pU=4a?n zqNIFs%(+MGIz`DLRAJo62BXFgV4SAqtE&M6bBOA66AgP~SjWZO%4=SHt@^Z$ znl4}fyhsk=j5dZ2RhWdRUMSQ!6bwg^mX!?^_B|iVdPCq?(chw;7UX+>y^R`AYzXBi z|Mwx|4lwuec=ihhaS-=2%KI-Hp@RJh(Jg)n+b>Qr4cr`!Oii~t$ap8-2V?|a^g|0= zTY-;KH1tE^B_eqIil#1JOewSt*#|TOrcHju$ruNulQMjbdXP`=>)%;^J)WdfYomQ> z1O;kQ#aIqc-z8*i-d!!5 zzR|6bICww0fkNkmZS!7k3+ETr&k5~3-#wf!YFkRn-&5CqN%!t?rrz-ia5Jj<%w=oV zAIonWP5UmHo-Yt<-C0yTPCRK!M`PBdzW+=?uh(PmjlN4LKjl+a$|l+6g$tGEwL8jK zX!q#2Y67b2JU;Vk(1u@3SWMlHl}5M?9cWXP$<}d^&C8MK@`<`%xfgpd+M-Wj==Y5r z9H<(*M&OIlBt-8|_065s?y*2gdWv~Ml;z|DhL!K{c%_i>hOul%F}uNRw2Kxh!_F=# z55L>diRi91>eO43?yqLz_Eodc5?A)$C51Z6!RzHD;pW~R6%!56 zzPC&l*eYO37x;YCX}bJeKv8m;>bM>oixSVSWN%G8&PFLbKAw(QwRqgGW$Wg8u^A%$ z=^_Sg@jmIOYAQOG(J*Ah>Eg+ z@hW*FU!zGc2c0zK&lBn7yGs%dCK2<4_Xo z#G4(8tc+MIysvBa^`>k*mh=ts&l`G6;RrEx^x};tIScVEV)MG^p@L51neTbNQ`0&{ z!>Xxq;U9vA$TKE@@`46d4@c8lZ)`8nIYw%<( zUs;iY9%!u{38KJS-BzoRS>fw}_W`6jaq&UxhUMnqY7-PU)r3Hx5kh;+>O7Dyq(*{B`e=W!MdyUu)z@L@dSPn zS$$68MmCjTt?h_=Fn@@5WNW4OlZ84WP@rX^EAu@ykwJEm*zd28rKC=qF#s53laFgUre7 zPWx|Mkt!COPjNRu&hMw()U)A2w@WaK{6~w&Wl?`j?Gscip^Kx<%=!#G@k?XO<8rg_ zbv!HlhUJmx0r$thG#hm-*X`0Eg;xuW)9}`dt?Jyi&ktY4=r_!J5SYmHQ1({$x+QK{ zq0LiRPQH|Ynr|Jhb`K`#?`o(?z<+E}5>ZPFF>Kw<6JNbqHgsU{8#y0%)Dn?FwsyB@ z-Fi0Dun4|~lVJbh9(Er!#E3~SoQD47sf@x)pLfJbGdJIJBVsKst_m-b9iK>W%4k;U zOt(T~iLz%1s{|%RHX&~kxOG!~)0&P)c&7blA+5sMQEDQ$YB|CXt2LF)vzu%D(aD2& zqUfa8ybQkTQ`736z~xN`(_2n>PF?)=8{S+&r>ioqs;0MVgL!QWY;(9A3_qvcKTI7v z3zhCmR-Md>c3y-*^Ut=S8Y-O@uX~kV*-;+r8j06+X>y9Jp|Qaq-KWUsnq;0@)GW5yNp)3AEbNHMJ)r_0F%STCAsnzV{T&GFXl(tLQ*RzG&IC zq+~KsmI`N_5VFR%*C%U=w*4gy3+oT=!F-{>4{4q zjLL!MASn~|M$s!NKP5PfUSM>Y2xH}2JB!??+7W0vU2S(usx%7~5LMkg^N7*#cU6+q z6&QZnAB_SjEoXM-#QhiA>Q7J-9|Vy6XQe{wzfSj4jx7x4zP$)EfJkJCL#;a;EnKi6 ztp#QtHdnR{)4$v7>dUwL@s}y7MXZvU8e#C5j)0)m_DL#yqQ~nhBX|~Gwa^OXRSF`! zr@PzEVMjY$+9I9Rm%rG~9S12L6lOab?(-G_zhNIf?pg5Zzu* zkJL!LG1aTDrxXJfMl^<%NbNrReY*Pixi#DE8^th7Q@xGhTza)ixZCYI zN|tSt?4Z1hA`&ReXtoi3wBT(pbQf^hc@|x8W@8-J@GW;)$f^1J z(dI~pov7dBte#B?(jmTq(dViCsidySE&{ARoZkbV;dp&sr^yn((UHnIc!FKaI-EZp zLZCjD0$wc=ZT?Mhmg~=m_!g6fnb_C+;td}<8p^ITBpQPD z-?&(l7ZBNyRj;;)K29qCRP*EnB9Uerm0wVt+c}@FNT0|yjWuA6ug!Z$q)(eA#z#gF z9uA}k8?i~aUM~=Ew0fPdJ=zw!OZ_H`^i(DjQ;WVXPK*K8b`=y9#2F#PO{t)7V^iW% z!b2pWhXl*?MIY}JD*NP?%aI$hRrUmB`6Qmx^d1r4W1mw)P%8))%hjx_APst3_WI7@ zq#B`t?hiHjPlsw;OTTmsb=RXPm^rF(iBius#H-;a#v4Jp`bb6i95DHhc0ra7hnj5F z{GY{s#&2JORYBipzEH`qR>(#ady(W0)Ays9vMVq&-S$Q zAh{!nf>hJN_EV)B)c$)EeU8ND1vreeK~XXyji`g_{g^2_#@rmMAO9@*r^dAe9!n-> zRZY}EuYp^s2Ig3I8kJIY(}x!;vp!iyFwj?mJWFlXx36%$YqH&WdM<5$AK&B2WK*qy>lmtTnNa+t-1xT(GN*|~Rnod=`&@DfT!+?)N0&?v{_R+hhFwgR z_@S0m!nn;-JC)XkZ`BoY^;un#-y2vRq_VehizC0U5bcX!4_!Fy#h=Qs(z!_O@R6`n z7P-oOy!uF6oA#Z`b6_CVncoxJ*3ma$aLS9ES3G?e!o&Ab*y^z**NMGS!}Vc8&Y0K#_GQy!MQWupWDSfE`DqP`W7>@@Vv`89 zKvH#7o3D1=QfdD0$K=CE&@WXfs zqDg}u%P#;p#VVLI9)`u8(mU!^{9ou;QSU*>9O8@v+2jpPTs2@R)j}e0w zruE6!s8l39*1bua9^8+9+#fC40;-i;Me7G8QOVra2~A+A&v;R+mP5cIZL2bi|ft4yY!PFnqbf^gBfq%uam1L|K7)4@wI1OW&^D;hteN3ynd*U3rgLn z)A)I5XTYd-LMb>W6I8;<{dWYK+)Bw7nxtxGZ&R{cN{XX)b$toQ#hwvHLbj3>{G(xB`S*UluptqjNaX#Ta`(!l@1y$hxyk-vPQ`#M;z=9 zHhfCGM%?gbYQ0uu*UTsjU^H&dVOLcv4o+h#Ai;iffRj6eu^%F>ab;V_MWTP6lzg#q zZ>sqFxqs0d-SXh_$5+a+YmKkuzcGMvWd0cgWIqO1izZ&+gmK9$xEDlqb0hk0%?{QJ z)dD&vJMV_R38j55`*6*DDu;OwJ0i#rJ7QZ(+fchH;8F-Kfl(LcSAZsSg7mfMfw?)| zf^o3p$xKxwvPlxmZdrr!K{`=_MovK%qk^r~TP*w9q((!#TC&cuN;lQ>HzF~zLf1x{ z4$zDG*tMieH^!fy30GG^#^D$TRAur(OB6_bSbb{{;WKeWH_guga%xdB|6V|jZBnw( zBwQf0{DUXFsr9IRHL)|alaa50NSk!&^&*Um1&0GUbXU#YXYWgwY)r9gZRqzZ`PSzsM?o3gGXdUVL4-oI|6g-ap#LRci0lMf0<;eQpMDU--wj zX}57pBR>Z>AM9l0M%OiGJBZuT%#pZ&J^}tqUx5ks{kk=UUkm~a>#qubkav}bvsV9Z zezR+a`TKqwW4FS`(ybT_a#>w4MDNzK z_nP_HGx@SJ6fBy)a1#ee^`oT3!}!zw^S-ry=+0?*8mgRtxBN7QpaM{rrg(;POcW%5 zZNrNc4(6CzA5#+vh9I%c*md|}@ojw`LT`sQc`fn6LzcECe?sbNUWwbZK1qMR@+ujm z?rANscL{*e6s^7*8i^MrKu}LZewqeQG8Byuaa1>Gh}N!-A{};Bd``*W`|IcOOJ9VP z?wqQzxYUEe4oUM^WG{T(x|mCwG9sUq09EZMlEKk@#bSwaQB1Zg9ZCz?O*96Ht#9sh zT63Br&Yzs~9th1yUktyiux)2C_v|&k5IlMC8q2?cb^VGzJ;9Ug+%071(kf<^oG(Z7 zGoJ9tO<^|No8p4^R6bz`+T}owLfuXa-{&Cex@6kX9S@D{(I1nHw7jb>0XKV|r=V@l zdqno;!ZQVqbTAFPuM5R(41RKI)m{h%r#Ok0d(D9D6+>T7c+#qp$FG%*!nvgoE~~@P zDBcI4rsu-o#PgWSYji5vK61o*ol+=Nk$*9P5~?Eg1|+o4Yw3O@Sf++glN-`Cxsm3( z>F{96+Z;c<_k#WSN?bFS_vni;zTAcADRf_plruglK6!GmCOI4yw;A9qZl;Eddd> zApJti!xCX>R3<21*CyGg=S6@8Z=95Hym?;RUj+2*lO5C{}y*h8P|b+)-hy zy%jb+9xiQbyQ5zBA^&ZvvAR{Oe0>Kl$)qmU`1SQwk+$;*#q(62d9kyB>1r8M^=gyi zo%u>txZ4?~`5cohf0bon>aRsM`bN!<)wZ*LiAn7<;?wrK*RLBU5`W~eCAamBz1B=k z)^9)dMJK+qsCs{60M5n@Qv@5VG=$J)hxU+3WOLbia!xhM-WMc1X z&)JN#u-U2=R*~8V`9Dr<00}Yb^?l11W%mX`-adGljn?NUcW))!)NPuZ#xmd9RW{*R zYo)AnI8$Fv-O;St#v`IWh5Zu0EpvB@qM3|YCmYnqB)pbkF&|FQSp;c%|+ zzIcKJ5iNp54WdQwy+ny12%@(LqW9jT6VZG0-i_WnA$sq|=-rGyjP`r&-`RVgea>F% zyVm~qtUtJ1<}&7)_nrH>pU?d%F91SPG?0)f+xChP((GDQqE#mk#161Xf2a;_dgT&8 zN5%JE3;;Vg(f;S3;;I{$zOxs1#9#_YjhtEbKV+Gown+bbO&(lX@e`$ zLsq04?p~{yri>f)q04gYOd}(Is7l9VYlMpDQ~gQ`v_SK--%(Vl+~`rW_a?K1#-cAG zE{}lF)B%7iKutsQt|@=j?FD7r*P)*pTdX9f2L=HDSd%W|#H22(Y!0ViA%#~F4l%)_ zECB-QWXnyugkR+;$jeXXb9^X^KEE97-SnW-(-lp;1=zmdUCHiA3-^IxN@DzI58EzQ zF*+90*$e{P-x7b(uM#~3D4;VK+^+^7+iSB-8WD^o%;fLNfPT*w7b&P`_(@`^Kk)mu zjEzACP;qI4u*s)q$i*6g>>+W1vn~p91+PPiPlm#)nydUoKKZiCH%g>F`DU|q0emyf zuJ#?UY=B3(2e+5JVmJJaa~~XV8beb4;Bi~mpn^wxO_G3fS&gOw?}ZjaaVP2Be5O)l z6g3Wmn!5jfj^0={>Ock80`*1&KElZG1oH__PU?5M{=S$C=T<^Aa2Q(flZ4r;cW=g= zXxCy5VM25^9#R)lfqkt<1U|yy3W+HL%3Gjk!NYz;Q&C@eFeNJ&qEcOcYjWqf?u@ii z49N^{Bpz#G6sE3rMvvUQ+?(9O1bXy|AHVrN9(PAvpRPp%$U9ZxB*7Q&t9IW9j2~H% z!cQ(z3njOmFw%(ixITuLf-`lt+3L!-AA-7BHs3E&W#b@Rx=h^7$93F|y_=g)K~0|_4anvP|NkRL;~!ho$-OcbAM7u! z<{g-3dt4bg>rbO8Dgo7rMxB24@O(j(0dAdQgn-r{sfV-U#!0-unOe@%v=6EuKUKcy zoT{u~`e|+jOek&MI0Pj(w9MWl(UMhgR~Ri|wLp~k+T86wr!8|Ge;=@H2|>HNd{Bnt&(~df4v|c*r>+)9`$BQmpnlYcT9tDvb55{X* zH|n~bZ+|s(bPY8h{A;?SiMV!+7WckbX}!K5Nu!<@bWvBV9ejb~T`m|XOb(!|VNr|Q z**S&&B0mNr^Id{DXU4b3-;b;95zfi^?^En}LHM5;iUw55b}zD9S9sI3KI7udIagS{ z*V!w~ZjkzQs{paF!9K^X-7LgY>TOI%6`nnxZZ0-_*_O;e>{;oJMNZL zH+jgm2N3$LbY6e^g}YE^UAIH9Sh;eGHOAMuq(j1KrH$xeCjU}Zcv{A1K(*wq z0W(L7On2L*_n{-Muw39~qG5z-zC2Sqt7SKU8$y=9eb46={TTKF&>SoR9;|?xxeq2b z=(wm%;omD3s#2`l2h2_1Fgby?J^W7^#zugEc~SUO3}b&0#;QGI%Avz@TIi)!GwA4Q zfYG5>nT%Bp$0fpPd$eOhryv^Pn>-owf%@IBJnuGJrhDo1P)^qZ{I^e^{l=`>KntEc zK+U5nZA1>=T1dP26mI=}MozpMY%|+1ei|71i=}$qKG(CY9fd{e;h2D~jT)$ARH#6| z&z+Y=@+REc_zInua7+GO20h4jc=n6-i@l?;CP3Tkae!r=^ET32!eqe2RM0NNR^3c% zq3lNKWj`NoUcYndMg3>C_Az{|*s3dG`u-ujmf7Vn`e#dg^4C<_cxA-bYzhjFoTif> zYZ;ErvfLWK(*^(loY-iqMu;{@)pwr5%_*Tio(Up&3NB7O=0QCW(9 zi2fTsS(x=~wZ<@CQ{57eR|%wkZq~6cwK=nBBp5Tf_C?dQ<#z;WtjB029rEzh*{()w zU4s@Dev`msU=}CGNLOz&DthBhKT1t*V8ZCX1M3+9-*8YekZ z81_z)6}beLwC>n*5+Kd?MpZkUT`pE`qopVBB@#II{_6QXFd_mxUFj!6d3^2qZ75eQj3?qRonSKZo_#A%T|FOH8!`8XdI@`diPDUN8X66Y z@_H>_Je20GmExa*F(PZFu;8RC%wNP=@Ks9MJ+Y5H^h~b?&AdgrL3;GXHh6jEx>bZq z@n-QO(dp*h$r8p zPZu5d65~n&;3f;f)K_CQv(;b;8)8M7F<(&~6;Z*Z9b(nDe6Fl!~od}5_(G^g6l zzJ*<$NSd?uc@dlOhEX3EY1zajh0UGAP_LV}@y`wHIs6p^%Spfc9^^TWRPv+5aD)>u zEFaK43-Uli!QGnyImZrd*xO75#ITX@93T%T;7oRg@UyUt2+yss`Tt6LB7Ukd2Cy*F zVq&OpWC4QOaIAPMQj zAY_gOj1#0~WR&E?qI@~geq5a&Fpzs3`qT)!X9^H#WjtL4LJJ~oHVAgj07fsiX30}$ zdz7;KJk;uf21YfP6AvMWf^LfX5~qJVyBI}o0SGl7?@wYM$>+Q?#cC{TpK@!}Ilu9R zUxv@tm?t>EtQg)DeL}V(C=0J>ny&#eV<+E`0r8}5f&iyK_dB=QyqFf&)=MW11?Ggth7zX}+Yv(HwQu?|XV&&|yn?VnT-)=;P2WjRm-L zX>I(7%ezN7)pf2`DYn}Vp}=jgqGEg4+g1u3=4R_$R|pEh6w~_l!d|WNzhIKCkCZ%) zTla}yyb`|kTGi_CA~ZCNH{;p}L7}O! zMwJvNHAu5jlf%J2pO2N&@!KR}^Kdec!R3r-xb&TuXWXbKh#7vu z(l(&cGF;BgFOU-bCiIRei3b@GhZgNjzXHXcFy0&KvDncR!ut@tApg%2%B5!qc{nWY_kdxG$c(85~^h!QC~HzT^QH?^Dcj?pATa zTH0ifn}cL+Vj$#;Y10F)G>d_YXTtrBcsTCLd$nyRXI!C?f&6; zkHwyC&(9pZQmbx~=|t*^MVpx6|3X5wytI_#gh!17DUJ})xe7ToTa;zD<1iHeZop;_ z4-_&?vy)O#vD$HuEx#6;BJkh7@H?!`$?ccC2`*#co1pyN{t#tf#3H$9#JfU2D+SN9 zjPr^4>#NvuFUfIsz-)lU88;`f=E{0W4s8UF;kxubyEX6^?>2u*e zf1@mSp2esuaZw{K#4?RhE5ZU_k1G#ngAO8%emIn6XE2DrlFe{_7*W&+#owXvpSAG_ z6y@dMP+rc{(FMjizk#mNy=FyMSC{X~f!7L%LOS^p?6*RR2?y8L^D^0hv}RTX`GD3x zApp98-gj{IaheTf{GGPrlnT4u`unx=MJAN?U;wW*JHkU*v~dpnEW$cU8Ex~a&j%Tm zB-QCsTZPrJ!4}&P2u~1+BVO~;nE-6RA6XsXhde}njHVloG}FG{4*>u`Tj!QcmzcTm{u`X;6{45+E#dT0U?Is(=Cs#fVO5tF?&m; z0o(!7K8D7aW<&5fBmftuk?JF~tO;rt-!ga-mlW~tmpbE`%rZTR3k4CU$#R^SbF-9< zLL!fK8gvU_%YxFIzqyAUo#HTZ+c-f+1Df|yQ>L+pwdnxf^ZSXtpic$PXOC0qgS>PZ zlcBX9+$A6Nn+6Mti&jTR?lgJO*9J}p+>Y0=B<65}(%DW_u3mdKTX$MW->$H< zVDnt`sPW(4eAeSF@CvaZDLY0dmrID8eK)?mD$H-*ato&3SrB;*pfAtXVev!o7FyuH zQT&oozej};g6z}KNu{>^yz&g+aU@0Itg%Bc zU$*C8zYfF)34g@85|6zQQevMzh+H@ImR8hlWrle6bG)f@*E6qlqUqmsUm81*Oqj*VOk(lOo8UTOMrDO#fCI{HG04nGU7-5S2qs*K|$c&OM)@wNBpiaac#rC*ZFry108TCxO(!xJ!uVJsrUiKP*G zo@+Wj*&Yrt?;6Q5b0;ez1UY|(XlaNz7A!bW#xK?pstTx zddv3oNmhmtaYxEd))!O87dH5{Yx7U7fCzT$iMxVyDAT=#G+NWHQ`_g7m4l*PHB?g* zA#{E(Z0ANRD^<1TxAYXEZ&0Hh+|?~E0Up-w4Ipn;Qt)*CAY>pyWZ`qWFZLU zzwc7~Ah$nwUr1U;z*#(E|E~TdHoITjAY13JBFMMyD2vMepB|!m>va`hG#JA9SYj#U=&;2ep) zN0qOR$jyIN*efnlD~VM52tPf-j*2<}MTP7MD<2T{b#^~O7_I*zFxXybPCt9zeF`u` zCvI-c))Kf4-sK6)F)@eWZx~p%BMa0o-3sS>J?Z4L8qbl|thvHDIjWwrVw4=&T2Y>ta?McXxW2T)KKoDT**RhQl z4&cL*vZK0(nL4sCy8)$$Dl`W3hn)*7Q4)&70Re&r8t>kvRRZnPy-9!&&$2{%mW2JV z_PiqYJo^&I!9v{(2L0ff!Ad_>gy0v?k&H4R7+8|u8EP@S>2L?6;XSkQz2fRd05m20 zpM*05&8$>3G(DzEyYCD3XNAC0teh+|bmn6Z=D7*ZKSRKh$Z@F=CRc4QT%LtcIP|*T z0E8`Ew570iF&akh0(#uB>{6#IVchiB8UnE#?#Y$jJW0LyfU*$5>bN9xux}-A??`@s z1S58A&>Wuf;FB&?&E)Mjq$QbTk=oe9+^44)k|lV`*S|L0(2h`?*AOyKK!8h0MzDu9 z={n^0v;v?u0oIr8T$MLF=$aO34UV8?BP`yrI*(;drmsBdGgmlK#do+BaNS(+-pK^V zYk{N4ePWS;euB>H)7<2mL}6p^@B3bk(YcXF%2N}o=PUS5g*@L4h^K15AH)}^MyB{s0qbGB$VcM8L;`o|h-pS_1Ewn0|D zFTE+tm1;y$+q#0b>R{+7&}AMB>olDWv>q3i)qn7OT+J&*g^9G#OV+5M>v^J6JWJ~9 zY%ftf@&mr)ntb-$D*-V3sv#p6qMzoH*Y?~%^XWRJ=V4eS$?-S+(^C2mT|4# zksKlgLqK?4ch2h0l(m+{A`pKY&KBg$}^+%>nu-FlrG6u-g}=?CJp8lwx%dmV7LGf0*|yEb7L zKNrCZGkdSH`NN}j7QAEkeJwEGjPiVZ=SV~)VwFtOdlD{drC)~s%1QHGPhXd@2+c&T z2Md7I>~jBj3MO($(6?kx2+lxTi(Oh;1l)$ItuwF5?uu(jU;CrJ`%PUMC1ry?YNUUWXfV@8tTQcD?@1@>}zT z$`|HSWHCo6{TyObHCz~$ob2rEGxrAhRQ^pyBj}pf=U|7gBWX;434x;< zi+Y1yuGbTkH~y@>&8*!fDB*MXrVzTV;o3?Ap1KBixK&H}qmvGBJ0&G!I2*x7i`nwG znzathl@g7(oB7f&w#t8Xk}ra6EDy3PPmac<$fxW_TXnAt1{J%0-2tKIG0ZxQ%yll$ zeCr+~f&(Z%`v*|oD_k9)x*#4C)J^6bq8}z8{M^m+k6&->f)RzpZzes_CW~cqbTh+w z`%)6jY{8Dv+CuqpXr$WCZD*+@kb14U9dlaIr?91WO(2-7aS=fgF=-cU1R(5i8Pty@ z5Z4_uz=D(Gn2aZFJG50~g zAQQ&J0ME6#*Fa}?HZ!&P1|fU=YbM4Bj0lU)PpkhT;jq?Ym;0>eCuv4lHHVu+4B;&d zJ?UcV^;wcJ2mv+5?FlTPEo*;?C=;-X3O^@C7nmo><=0uqvEy;}nX=2I~bK0F+| zQH~Iz!)r^)(JoFH7&D-Tkq2*r>OBg+etwhX4A6Eu@k#y0Y6Uiwlp_lA2PWgz{ZPZq zPHV&6RlGoI?w~_<-$su+IJwKwj%%@G%b^x=Q0fPu38XTdYq=8{h0PT+oz*IP}Hh|Qx zYG|@EaFF@z7^mCpQqkSrofvcG#k65z+6|Zvv!SR!E!%5l9G~+z3<@O(WNPG8Sv7+>^@2FKb=t25VycmoB_%oj4rgx9_LQ1 znJ8C6Ash*7127^9jI#tZbNBu@(z zX$l9a_KFsO7CH{n6G<*&6=8!v4LY=;_H6=^-Ykwq2d#DekybnqJFh}wUx=UOU@f{e$wyVLJ}ss{RaSPsQ{?#T0 zJtQlvZP_u2L5UHqJ`cxD{10HPQkTVhi$)2$uiLI~gRYw_8til;5~fR2Sa^#}(tmPV zg6{4MG4B$xzC7PU0BoGw&-Z=A}^%uTvdKzpBGiI==!F05R}JbZAAF z^f=N{tAxxW$0|E<9N<_N0uB&g0FyRR6wF?0>kv`uz~O-*fJ9hg()LOnwe23evf4Ti z-`Yf!Cw{&tmz4==2J}*9PnaDXzdgWpcIs!(4i7 z4x!DewxR#Y)ypLebxxm|%&wp*2FWi|Unb{kx_*3>wG;>FiFtcceU4P1NMz|g#LW*$ z=BTLQ1$vdfK0FuL+C2MTLZy}+XjlPvGSw&nUJE5(_z@mWKNYr+4Zp#d0US`+khCJ- zAW^G@{3@ngc3GmN?8z;n;I<~2p3QCE{LpdR@r=-DFZ!!|9VBSE#mmI=rc%M)i6jqY z&vLh(Mn?R`QG9ndp$hTi1c0<-ZJk5+e(W7E*`Ck!<0^)LSGdE!y&&#%MzdO5T}8># zL{nQqU`c6HE&H0Y{N@^eb^tvbFnnu4VQ{a}{`V@s^jH_Ad0%Wl-KN&$75k514)F=rJ(f z-T;E+us(^^!Oc-a58wx$)4LOzTnfdm<{uG2;9RZmInkH9qX^k3q0`0EL?K z!X421_W?dF6!-ePQj`*k=>%Oj>1w3v+LDrz8>A74jEqK(^rwId-_rkGx zTaGr8R+wOOo68$Gq;A-=blVFEq1Ak7-ZD!`OWTV`nl!dV*k=)DbAmETeY}Ly5AvLi zM|(SdK8`!-_t-<#v@qTqnV!9I||#PWl zObTa9gwP=nb=j94QA<*8QK>Hg@i*9aGf73ha+fV0y9WnJpET}CGT$>YRRUVNKg~_S zux^$nn*_H5BmhsmN{c!6vD<~X(=*DLO=tX3n2?Y)XE4YTaCn;Lcf<9mwMmPZ#v;8K zFwIY;LAXbGRs>@ydSj11@KCU*pm9jG?1XCW2y7i`utSf?rDGWyX|bqRuSiH?xDl=- z1r5*EB#;rQbDW21tkvmf+a+uDgS;_4PfbstdpC~Lt|nf1(fgqaR?4ESL#XC!kBO$I zGLB2;Km+M_=RX9GN0Cb(_b=4%weJ$uo+Uo0<;H9aoOfsn!6SmQJC<8kBe~Pbb-@uP z=H@Ub%a`Id>GPGTUTW~YnHe_}Say}}9<0HwY&*U1ba4l`(=g}-_AXH8LANhIcHK@* zEg_dWwU6xMT;``UMFTdNGQ;tuO4`~Mmf3gYoRiuPwin$;rH_ZO>ra>wA6Z0s)h8km ziHcO%wew!-a5itO38?}(7U7q|7A6J7b@ge(g~Lpk4^ePLAN=7rA8`#)j8txGCMNUN z;mkwf)myGH(u4TN4IJ9)_^G96W4hboIu%raE`nmhED zmW9nf3-RKRT_?4+0VEq?9?-iTf0AX6vkoNw z+J^>BJ{k2!Or)O|Uz9OG>;{;o*_K?lNX@lMDa#_3^9Y|`BWBvL>T8WlR@gD8XzTAt zT}er}+W?O}v8A}c$m%DJs)Fev-mPaQmIkH#Wfbt7oSxkun$lq5x>L$f07$N`b&c5| zvcN7|1U)nq@Lx3iMX!+k~~a=4#(u!ro7$Q@<~ge^4pGHc5yr$&~!^`o#x`Fn1wc}7q(w;FSs;k(%;msRxMfs0Pcm+Z5A&T41^ zO4xImX;f}yCbJqNsqf9L>ZHsDQ-567++sNnVKqCO&{{0&KTK!{mfngDe1L@Z>f0ZF zYtLk6oqLYyb(QLz%=$qXI!gn?p5nn(LyY5F-eyjG(#_{n6D@Ao1MaYi&qa@C(ml^L zihU~{GiaGFmsBjxhrTLr8*g2jzUgJBeNlP%ZtV`1z0zM8%+{xse#oYSSWY`zl%ZUGR`MIx4%O45r z0cO$q6_3|UKb)GHS`!3nUOg61{YB&*iw>ER%92pAjB_zBrm8SMEks62OXLlS*ijEy z#v*A2CPp>8Oj@<<}GxeJN?m71+5NiGh4CpO$&rG&zTnYcA5dQ;PB7n@o}X+!HL~#A}n%Vo6q&w zGlf?Z6^t5{66gDK2H+jh;=H{Ph<*_1bYZWh>DK)|xto$gvUerw9eCz3Bfx>8_T1W3 zOD8@dftFC)#^=ob41jiOYc;!>WCj?R05=%u_yax*@P|I0WaJ#W$Dt~ zcpkLWXJ^N4c5#uNfgm_kfo&OyR3CqV8AvIO-5o#e* zaqPnxPg#T>mrz#kbu>C_+u?C>v;}nk_|Ok73yg%R8rvMo%pW;H=b4hvEg?JFUXVkg9lIog>1rzw<2R%D;R5J2~3b)mD`5B@{QDnp+);^5tFrbVB z+nA5|+hrh~zVgjfx?Mm0aWdq3^WzJ41Br~iM}v>(iEklQN*6oqw#GUA1$Qlq&jQb2 z2rrv%alnWlkf}M3D6cZmMd?n^^y#-XE?tXQZh;%9Nb22=rme|bKM;5xhg3vMS978?FO+wPDwTjWZYlFz>D@J`_t82ZwOs#X?O*QGv%ph#rdE}rAVj*cV zAlG4BKB_OpAUtCh?$ zPW4T68)?(~RUpK%CWpi;5uabzvv)1}>b!Hb&R7m*o-Si6AJH^MhmvE+1j=S*c9nxkS}A)H*k^mr@iW9- zv#>5FtK6Oj62CFOGw_n8o5!^NY`x1L34+5yDgt3AQ@nv4WT8T}@5$7=RUPWac0U+7 zg9>+{TvK3EA;niRf^1|*i5LV0>q~fB5yHT7+)*}%Q_TYw&CSf#X+-%R?PffaX)$x6%AHCt;k1X|0qB3GQjW?v! zn23m@5NVdk0#}q;Kle$$@DO%AE;L@xzVrHWW_3Nwb_}-Gqv{I83Ta;&&mDd?n^Glt zdmFK31US4*Q^*TlN;CjfuN&MoY+Smpt8>7GecPH*H5_LHKadggsP^c$ zB*cu_bT!zew^c`YM6!ZZW|E*1r6&%(zrU70K6BZx=ruf;ud$nu!1DQ3)Bk_{E-dkbMEA$53?3f=LulD|KpK&KHeteZb zsFJIXhfhI)37(C!7Pi`RpUSU-&5}Uj5EU&BRVqBj zNi+$3QGs-O{ATX#7`4)Pm^LeJspi*f>i6>%2CvTw##W)JG*I2bXUS2NW&ZWSq^P8O znh(8=Y9^n@eg~CHcr^S{IzH2+zqJdSj91en9qT`sBTS{cVHVKQmOj#1XpraEl#~n@ z{CN}Dd^YU9T70A-1@Nn)vm*qxvC?_pR`9~v`zQT2L6Vs9=O7a52j_@KlpM>7BHvjK5G*qE#i9Xm5$!D$8>%= z@}(L|I4Xj@r-QUevrN|Yh!ZSAar)=`ZH5k#mv?H(T>Y=-y?8G@XK{{B%LR;h$g5`- z(Y+1=OY^?v{7%I6qiTJj8}X!ZVYbGxMoC$X3bD_Ft!ao>pJnj6NAOFwLFv}-ZTy!1 zb+qsiR}mE-aM!()I2O5(@wlW8dV{h#igZOgjR`dETgFSOHD@K4L&@A zC#vJw@I)jgCR*(vqe}kyB44E-X^!bIH09_2Y--2eCLY#tzHF_9&N4|-8>vz|mu{2o zluA7YTTZ&!yGn@9f?00e+8p;BTW%Ved8i==Q!ZFdqOlT^lG4?Mi)GlQ^U&|ycafH2 z(9M`~@-R}$e{Xk5pRsx~m(13S%OsQ}^ba+48zUWZY1S+Vn&Vp&A-&0%x&i0)dzTcR zgGSK15Yqj)RMfWJ5A5+zGLMWG8ynr`fHD(bs!k8=F;zuA<|>DjcwQh*{7zFLDN%+) zID4j3X%9%{GUzGU>lm6JG5X>`KbwY0h_>uoE}=7{O@ZK>y!j?o*O{hn4R4ip2%-O$ zAvYupaaQ0>o-wtclV{e1Z^yIZbR&TLuRe3~xCLx?=k;C_PBF@52`l0VS-US{5hR)# zlDPoiV#3fn+i<*qGKR?Bd4Ip;X2hH&3XO}Nx&G^qD zm7aAC$qt@8r&*psldWdyTI9q)cz&=Rh5)=tOS)he$Q|> zXJ?f9gA4FyaKJ+pUzFxnqPf~Gl;57hRh%;8$}zdtu&1_727c4KtqH;tZQzDSN}rUz z@+(?DIz~MkAyDu?1u?OsfETiUHU5pa??0Ap^B!YzYDQM~ZItVC*%nt)e0(F{b*thp zjjD2W--zH2rkvfJ$UHMUW}P_ zn2F?>*@-4(?|9gPjXA+Z&}WZCq4J56J%8i5|F^aBzJE3U)l+J=6UHbna${r$HX6tqSGQ|^}-|6()$@1K47!9!mtR-y#J_5Gjx zJ+Jh)jHZ~cF%^Gj!T9uf;8=lNQyNzHD^M$ z5@$**4EAcjeM!^%$Auulpy8Q3{rYUMoy&O?yJb5%dn+6zg#B*p&w-ske6&$713*I6 zHcKPt%#EexrNgOTFpaVEItKq3BB4cAdd&IB1`d49;Fmms>6RYqG78Al4eVa4RMr@V zPA1(|V@i|0A&h91=rNWnUlKS=7~kdBs2X4}hhG@lrztokO!kwV6dX^5jzFkD&NjQB z*qBi$mD(FgeqWC>bWrbvFu$B+Pz^Nf>HjTkmBc$r6$0H3-gmASP|?$4*`#DUIShqZ zlR0`7f{GIw5rGipK}YrKaJ2m42f0y^doduS{R{{hhc zg_0;FnIZKEeDcPA1HzD=VALSX1UaqOwL?U5818;ErCCgyrm@FtVOgvY6`nnAeXc^N zxgftUBwa@4U1~^uYBkYH>A8U~&|GO^ALkLLOuYxMEj{+ki3q!;_$F$I_G9}Xel76V zz~ssidutmlJ3s!Wu1P&uO__>obA^Y(S#t)X{==*g5VW_rnVISQuVC8$vYv1DkK8_t z-o#jv4`39h5rQBLAr&EZ!@(!(rrl3_FfN2%ayN{5f3;iv`(M0am>c5S9Rq^52bzYyt z^zGW{?KUoospnG1=M(2^ng`WrSQ5>S(qWp0mfrJ`6Q%9$4xb#F&Sz4Ir)EM2b(CnV znOG9S8a~;;h8vb=(MXDrx+)j#mU3Pv*&5nK&=j1z$^8b)K7ymAN|qi%k6d043!40w zH}GGTJU}&gk#S`|a7S?mK99Qp$bq}92PPj*@H;*xfU3W8`=FPqAW!B{j zqF_jbpf~nPYo|zM$>sjdJAea)l7IVlY4h&4Y_T3r!~m5u$rawqRJJ_X$r*x@C=riK zfg?nV-Q_I9#-P5jbDyn%TjW6i*YSuXHM_Nnq?GfobKo5jokbZYNuZmNlZ(0CVbfnQ zHirHNQNWAdDEFlbd~wLLuZJHT)l&nbUu}PIm)yYZ9~P7U`vD&-+~C>qd?IddqaoR6 zOp3=XR93r{kxj$Ck9W@!-7F6L&Z)PCf~NOzTJ}Fiu@OhqyKtUM^7G6vTy4`84~haFRK8kxzCk~B{sV<0%~U} zlt-p@mEk!iENNB@B6K|pReIAPwTm*wf`U`tny!l|`ZPGBB2l+%2D&I%CmXYO$Qa&P z+#$KABK-Byhg++t#AC3Y`WXxTF@Z+h6btWumX-3ffw`meLFhTX(!wIO(eds~Zq&RG zA^>>p>PS@t3H^)K{gkTN^LtzrJG;RLNZ8ffbzL<%f|CW|_W%jZaJX4%r_r=9(~@ek zvRzZ-b@VLU>TRAe^LWD~U+&);mYiz)B>vuYYiX`TNEY&>^25q8UUN_sFEr(Qj#%WGzCne+JR{#7QG<0Y9lJwcdBq>?3~ZoabL-xNLomfyrAIL-7G$`#ME?UgZ%i2lY8}&ES z25&D=9OS`JO+2TF0+C&R>u>w$fBi1Rv8fl8$Zg~NP-clJuX;U=&o|{&!!n|!{eQ9@DQFxUKHCA{ZUrdwVmwj?YHxygl z&fH(Tx88Sog(`u}kVt4-F?Q@X;U@j*qvDM>BVBxR<^1xL%K?rLM#TFlVuf9!u+8+) z@9ViNL`4Qc?k*A9Kbc~JXn*r)6|bKYI%zq_p~2Z^^|HTtSu@Rl!e@KytS1*XIW@)Q zR89)Iy%}e8z01DS)WRa?o-CRd{yO=-uYa&Seq)31_fN;Yjj8~>-#tUg8?d{JdoWMo9sKm-rqS;N73T2y@fxs4k;PbqNo_FV7FWjNoB72d_{ZQ z|1+UvO`Cu7*pE#4iqjojtV&)3Donc(UrAls$v}=x`dF{3g)P;z_Ty=it3#Jdyd@}} zg-1=Mp-#TK^Qw-9Mr$NOZ%)DM0;W?r=|NVOhhIG+BAD9;C9oiT=ohSNS+NRrFa~4ikB0wXfv`XBw7h>vy1^*TVchaJ82E(HK){GqV zB1+~CFyZ>MdK^9=yQ0BgT=db;X82C#_iajBOF^InO}s$pdkm}wJ?E(nyMAff{ko=o z;TB2q{1jffP4DYMK{zY{spF#TX%lQNnc*Gb@#w;+%Cx(#|G`IQex;M{<|X#~|{-a#pqy)(eN3Cy*dF_r3Fu&2Usjc5lmoYqQ}c@zm_DHONmr12FC@2EKRS z8Ez`+L2Dvvq|ix`LZtW#^-G10N zXi~uIT`s;`+s1KI$}c*4GrV9ObF|jOIXBgGA{?uxn@r{S^=dgjHj&PG(JAJ~3t>hV z+gZK6#a)u#T8dHfbNO=dzjNa7aYA>nrUz#*gBaA!TZq%SC`?Q*^tiDb>Ne1vAp5Pg zMhiBeChn&c&Iii!tqN(E)$hGTSiIXJo4i`H6D@7f9^H z&DzC5*z(5De_KR2?L}H@t}Noq8Lir+J*aU!v)fP>SSJJ>#0}h5>Udy*qRHi(!l4Y> z5ChU3DJe0i+ajNJvn8o6LjwZ}9yXe8&)XIH<9%bf ztDGhn)C@|*I)mf&*0mJfD$ulj$SLL-AyeaC*WI~jEr9r6|7?w``#d?$O=fQ^ z`khbSOT)7GvC8H}dKt*X^n@UR+RfoQ6W;JEbziGs>N0yULkx4)n5H3TaaL`{-^)YD z`E2nGJN{lW&rOo7jg+)$aM}^n#5P$t;nP7IX!A;V_R7X9f^=WK)DsG?^Cr<8YRM@7 z`0gn&jb?63sa&1L#bv^Mg&6acOXhDVZQ|WV0GBiA+f`MiyLB)0w%ltiuf5`{woRHL zeE3Ooo!(QDQHU44yZy=fP#pxbS!AnZhu!hG0+7d0TQ}d3YgCxk+*9{%f2pl!qI%)0 zvs_39pm*(IOMMX&J6r|G{=Z4;EwAI2}W<+Qrpn-+fALNweZ7OQZ%Q4 z6VrGqNL|2n|I517^bhv zE(ZdKzt@D@-s1KhUuS(eLJcU0`S2cIU4c2Z&gG(`zLMZ|g)p%+^lI2y*JXE<5Px-y zho^aaMJv~JEYALA!zYwz81x12qGjzDnBvj2WBLqnOc$bFQoK)B`N(~z*6ebxH=xoh zVn(>R``5cZojRZ;ze7FWyVQrd6|=!_&LiBlt=UaRHP$4MtLe(P>aC5swN-q#tT++0l`yUE(p z>}Et-sLG2udTIMqVkS!9cdUf|r)-4Z1_j?tHR4G4Es>X%MbZktF{v5xAw6){CznFr z!fr{WZR4etr8$kLDmu09KhcaIs8!>E4E}^CEA&O022rb@scyzqA zNk6l~bX)1?+eAX=nmF0Lnc6tc$HvIfb1PXi2p7pq@8t*C50UJS{Lq~oSDLud<)D^( zY+TQzaPt!J#Xe5ZN^pVL4ORlHh(|!?D;pa}Szeg5MgZNbdT4mMoAybBn3srSzpd)1 z4t(n6TX<(y7FN)rBP%hFRc+66Qc|V~1rftb`9nv+qdoO z=UQzn&fpXC3Pi1OM2SX|e9sRu{0omULcI`GzmWm!3;Va4W<@Es^L=*HrxQaXG7Huc z6H$Cv4&Mp?);U;*d6chk!|7>uV{QMZ67D!Ha0rEU>B^bfbhBY8NM%k7qa=uGy$p4% z)f8xlz+leE#WZft2_`3#mdkS~?2rWOWKp;T-VYtK&f2C>;)o~{vC8>orcZFI*7Wmc zh=uRzB~7zeJzs5LI@jpcQDe`O1>>a1(#L%@rjnOqp5RTDi3xby*PCKF95t=BYV{-| z-&JarFpBAyG#P@7vUPZ4Z_eNHxtVLowk=vAK@vz(=hvw)!^wFVmp;`2mOkE&5sZuK zrk-R*TCuH|&NODGE~j4I;?b;^_#7|iU5z;+64yxi>aE)~i#;Q_-fl~=48)J{sPt># zMI$Hg7}G|`R5SC|AI<4ds5sB83A(vLXnZ`unPh6c0>89B9a7mp6qD^ZWB9Nv=#ryZ zc>8@#NwSp8g^FjC#WU0A8kRa)+{Z5DJ-NICJ53-?o11&RZxzvY$(Kn;w{1Lc#d$?s z5Bu`e6O=y0`$p0&Y3^n0aqFTYayiT)U}#{~6+qn> zaf*^~eSo-)u7PDe(8*J@j51elGeb(|9{I(Z`hA7^hK&*s*(kDscxhZJQHdrh&g7(X|+{D&7{Oo)D&Y(L8`5J9)n2CGchJX48Qbzf9HMA^SsY<-uFCz z__xTEFo8`=X)X8lClh(h1xt}mmZKqAEhB-CyW>`a!n(hg#AcI z4ZC=Gb5m(k+1E=i1BA0e~VRG5@ zeSqG_CXg@3Dq12C`O6Wx7w&wZ?9Ok6VW^`!+-*VakTtyNgasOK%J2N0G9!iY3zLAGVjC8Y{6X?k>Y1-`s@v#*V#6GHf#EaV;75kZa&E>-dHeXlTl}dK)5^-z{lbh*oB8MFW_)L_MsF>L3_tqp zT2?!z|KQBpOX-!KQZF;x#0_nf^O%E%dy!>HWO%xP`Q`3)(LTlH)m&6IqKCn zYsC}xk}WL<%;MD*8t-Zp#{h@<@De9pDds1&Y}Q72!%MW+jnXgE7^WVMv+BPyS2}KZ zQ1>KoPY&3+nWABEU?6>KN#i`RHgl}IXdkN!72AOMT7pXBg}jOgqc%*%^fx_;koAkz zrp=~kjq{VfT)}}RYW-_I{q-hc?zM)Lp(sCRpCFRU*kv}Dbn~qB>m||v=wc}=4E-eu z)Aw+6JL3Gx&81UVVN96@3iWh;yqvx2rX`FcUBp z8J7OlvBQGDX#MrwB<{;-Uo^`$!9on3R5;W?_TZ-i^&V_ z7J5)^SXfe$C>`oiCUexzv#1q%f;iqiJxdDQ3e_HiO%K>IKWmMi9zIW!m|DH#_geA% zB}yz)`Y#9!Aasvy-OgF{{qe2?xGREqruv*+{F^CZ_E_t4Ny+T;I6yveIi|afT3f$QXV) zaX8)ahZcaRo|xJB?MXS);p!o;?GULWQ~o;OE93KZ%Cs>lE!;AV@T}+DX*Tr2Nh|PD z@&*gf?SeK9Bve`Jy=>r24BZ*z-TlVgn$zM-TMrz!KqI)nxI~Vcp<@M+lJ{v&#!1lz z17aVJx49-n$mqhLwSl~LmP`-dIF=ibgM{X118MI9hu6k#nxdSSkp4VcZTt9+_Zg!( zVeY|G$H#(c4{vLp25HCxPeAH7PK>zSI|u=<7?|qX*Uf^71LDmhlzHDU?vD7eO&0O$}TiagTtY zQBp9T-n#1ax?tijfzl+C{^&FWxo@nYQIbaJA@;K@ z1%NP^ZNRst{;h%##elEzR=(nbMt%e0;#8HM%|eQOGd^f6KM9NUdZKhcSic6*d4Yb6 zdMRaU$aHvlb4)TXI5QZXrN9WLojBWmZ84TXTW#7HlAjzQYE!y1isJ``es8u}dCk}m zV&bE8KjdTKcG)uQw2=+Ow*!2A*tFzVoll_@Nt66Zz-*BidR%q9a!Eo>)pOqBYC4Ri zev5plG3&}FHb43Y4~2YjSbgg+|Ec!8&rEk!|rGhde#RwGI?|N4SmAGLfd9Iu^sq#eEHlm)l+iE z*ZE{T>GU$Zh?Hj|$SghOrlqk>nn4kkCDe}qw|@l*UB=f}gl4-9`meVla(@^xn)1$N zbKeVDTzJDbs1>AtyX=C2ro3^-iM5{2agCm6Nm%3lGnIt*bF=Ij7lG4{&MmGJ3=*4H zI<6l^P^Dfn@}j46tMv{lb%&kXzN?`Pi1_LdtyS}+Uo^(~3l3&26gpunTbCESB2wxi z=WdzgRvK`!HrKZHBmHdjc7x$!&G*sL&1I`@pB`x1l`6vv9Ki4iuh56%MMI}>D!b6? z8X0Xk$%-`C45dxzX=Z+a2SYiUN=XnFd^a zua9<|H9`a2kF3W~P`f}ys=W-U`DtZ{=k6KvV_^Ux>DGbxzw*u<{GC9nej>B^6Z1j)x%QRxk zmMd!-D@`Y?aAR4_G>*3cv3bl!D;Vk{$Ysgu!`?3WbZoU}{l$gNeCGUWu@%^~4F;2= z&OB+hBP}bSL9L#**Vq`uKZ6-Eel$gH#UA^HJ3Krbvv(?t24^`s$z$qWzSaHSl*Mlu zjE5(tcI~J1)oEX(ziCB*3tTv41|)Av`HAGcLwvY8B5&!-`SZ6jo*cd)y>j9rN3i567egEutOL>*F#g zH4>-CO*`3KE3NIWHHvyOy6IaUhk&It2q_dRf@nLzzJb9`Y38D07-}2fZQ`Pk8bugZ zS5N2YyI3^m#@NyBr@}RuBG@$ra(f>(cax=3sJgl1w<@^mam(b_;G}OpO|BQ@MAtRU znyG>zE1==mn?b~H%dMW(t7UJZ#9qm6mQ$|p1ncRXhGKgdY560E(uwtl;x~t|z$c{O zVe5Otl;7dsg7XTq*ry(C1C2Ju78$W^{c6Q08mxScy$0dL>a%r4(vpJwL_G4W9?_-0 zF0aimzQ-}8N;F_X*=gLZzN4oOKauY5sxJC)2{il>MeBvFi#*SU^e9cXboy$}KY}iu z`tWR1EDkM`Sj_zJc!kW7x(QA`WZ4&oFWI;3IT;Ptf{iD>1v$3{A)I~*J*pc+Lh#as zrKPgyYW$5$X48zDBFyKi%NR}uS|UoaNM!EUjJ5%Ifw=UN_>*EAC>;f&%*x=qfuC#0 zy4Gac{PFtLsrHZDzlF?$VF{M9+gWhq@5hr<6&3MUptq9@l5`!yag2;f@rfhbq&Rr^ zVcrPk(q=OI^<8;V&#)an-Dj+Z%p+CWPI#{GtbLN`semQr#>h-zA1pXz*!-O;sjbq#08kDutWL55vve z_T6@H^)CfK^xK}38}rYdJ@qf{daAUK?zuompSI|fKNPCvEH5c4dgY-dvK=T$`0|h$ zc+lfNM>TblRn=C7Hos?G8=XJd3`iU_l^%ahE#O-4dvM7$JDZR(p61qI6^crEkn}pL zIZjXW)7aWt%S+-C|7y)7odoIqNPhOd2E@~Leu=eyyAh;PLRE71UF#%We7ah#dUOu_0ka+Sb6wntWNq}U=W)*Z|G91L*o&YVXkK7)pmkLxIj z?=`D=+rNCRte-zLkl@cE>G|6|9(YL0GphncAt{k|MZ_%E--<8Hm#gJxnU`Yd)SbTA zBkKM1AjFcFVA{&sv2RyBQNbWVtP9&W91z&P{(h01@#f@st~5N^6;b2`G}t;_s@VU9 z6HNNWg3+@!R$_Twmy}1dg?Xq+`=Q@rs7|K*3BORL+4zkPc*NSe`U}6#nj*s*#|GnK z3*ZU>a!SR)Deh`Jyt%n}GnFH0 z^J9WCS64VK<8DOgR`TW3Is+zG=U?ACD}=Zp+fK&Ot6rv0hB>C^RFMlwV*CDYSNDXK zAXxvIoV$7y%(N~Yt~W*Ku^@*g0J3%`HHAHaPs$gu`WSlB_siij_)^EH-q1$tW`JC$ zaa+Sp!U>sB^FNS3+$B_s3}*Q{(_gM{zmco=TtffbSky0WhbY0rS}KUpxHiiT8${fb zsV_gwue^lnO)Sk(HodjQ7VUoh&UVc%!$Iuy=xYEcZql?=VA{rY0%SJkQ$HCx`<<#? z>my)w^(S4KcGekwp55>}&a_juE*;^Pi(ZrSw!};v=kFfve_f> ze=G0&O=#d`(VH0Uq~GRfQs))+GnrLDpMhQaSYtRLOWwY2#t}3i1ULe{vM~^W^Ud3u z(OwPY?=IzZT-;sEKk~l^Cufmtm35+NUVut&HX5feiW{cL8HdVCD0TK&#n9+f10T@KN6HmKonrPx?jR~J@v{ixS|uX9?Sw^DrYEs6VDK069In;Huk zGdi^?8gRH*|MWXb0Ip-t4sC!T@gE6?gZ_uQ`X)ShT7Pmv`Xg02x|eQxo%HVf++vKV zh^-eOy0M~q_RcS~zGr>`O3+YX(Jazl@aDL6(N3(y=w^RLs>{~%Q@gSCHNxzgXZ_f3 z<0Odxs52?FsRr8U@MJh$MV`2QeK1O>nill^8LL3F;&Q9o`C*$91;0eew#@?I;%eq- z_4LsI6Z0*BlOgNgAPIdh~=l@z-T^yFRI008~;nj3QIy&9J!mq|`|5sn9P`QqfHlvKN`Ec^Q1 ze`3i0^3UItZ(E1s5{_5}2bYkehsB?#j09D1pT%Pb=n%-tB`zRZt=(LZP$|AuGI4RT zVDyl`RLVlwu z8>I=N%1Pf)X|XmV`RYm=>t1uIh7uMGO|WyVLFqd{ku^CQ2tSN|98~I#BDv+f^h(IP z!YA0qlau);6YST&p0ztX+wI7k7<1;$FCy8si@W5u_yjvTN=|ADLf~T?yIm>VKgfN$ z%`k&`%X*QbYDktJ4YOO>Sytq4DWhHWPnd9 zKRF7DXlvoWh!_y(HSh;Bl8$@l8r;v9CZ4VysTLO@`f3duQ3%?V{=%46Hxl(Y8ub0> zc!;@mtpDrhFb|P(qmrq>kS%T!3W{o%yYDyz<>s&6wYTM{{ou6dcA?Z|h&Rf{+WKk4 z03068oLIf6VEQh2oveo5avZz(QC@}K$n#Qf*Kx-{I~$sAT479n@513BE+ndVe`H*xt(D`bqed?=X1r9r9TAiZAMG zp!+(yAU2421f+<1L(B3YAo~@7GOOhXiuHmziuodL9&cwW*=}c@3&ShkC@a=mvWsN9mL9QB zRr8U~8q?6W!L)v7o_zql!Y0lakQuB|4%+1l`Lqojz#nL0lEqZR=4ok5@af-ZVwiHZ zI5YC{vRfsz@g3iMQv+#k*jvOH8aImE|Fsm#YgrYp0_%V3q}ip>{j$38sCvL8+{+W@7!=3=BoI}mF9WPWnrLGk>SY_{w%RAzXq zE$Y#u1sIsj=8Rz#hzavjhDkEzxlDjB7&akXvV)ue!*nxLB~Yws?^{`qSJjIk7SV!$VU zNQJ{6RPzf3@<(BXbn@fJJz|-;9_+EK!cIAGjWWP$*zCIbl;=Dx*-s0XaF=PP6MQ>@ z;|sS#)-|RRRt>AQ~4$_ z9Cd~|_qDSuu7qDS znif~w)u;!&ixms=zxEieG;6wO5iu#-WXILsQCv$?Nzr>#7rIm6s_|{vl?~cWNOtJ(`_pVU4jjH`D?%3lc=>urx^nBMDu@@>&x|@M-B20S+)qYKBJ<&1cXQ$c z_nMQE(xi*-an;4gphN@CDI5HP^Klmyzruts*C>Sn2cV|mH)H*oWnLyD`6-l(H7`k(;lLgGS4 z&tOWIHj!*dhqgNAQtg{^M@3dwKVos_gK)@sG=6eFPAq4Q%wRRXE!cOLtoV2d@J{RM z->DWYj-Ouma_Y~rSrk zQa)ckTn=OBaVJ*}vtVi$5vtzHR@OZr9DA%XACMnWb&FM6o#JOb;XepFt(cxeP79Hx zd~|h8Fz`!De_2}mm6I>)^&7IZ!unP9xYR2=WTl@uPy7a}fxc@g?<(8NQZi^Fh6L4K z_m5f#|H$0=`mTew8vQa1Do|Diy-SWx{xhF1adl>l2%J0~SJYs)%slw=0&vo>Z&l3B z0FCV-yihe)8VDvA+*9*Q0kRL{UfIO`>RtJjOSzz;!NXx?yra)yt;_;W+L!gEK{ zkM)M;=AXz#Tgvv!D~x}dWps=K)>rculXMLMoJU0c$!guV(&A%Nu1?cc{+phXxt=e+ z|9be>k1pgK5~&#^CPqtdS&Av{LM(v_doGO}%b(I!{J`e*|$k9C{{pWYe_ zWkW2kaCGTRD1*IATqjT0Wuq25TVtcrOb%BUpvtyl#F=x8DWt_R4(85A1ICsp|7db4 z+0);??t8r3J-If_B`R52Mps;1oX}Oox8omtb@n;WB=-!Vj*C+cD_o0lLa&(I`fpbY z!(IJSh*wj5S+P=8^VDnBDZp6-Y_gWQI`iePQsS>h(nD)``FKUav!#`ftZmHW2l+Mj z>kHs-1#%xr*?b_E1bP-G1RSE{k;W}V*tgNRCU(8pQgV^&(|~Su&rZ0W?z8WofBMhu zc*?#<(`qO!jVQ7NSNbz$Wwk~s)j)Nt^sy>R?>=vwH=Wa;Eg2A_kkg~RCxINGu5WMq z@nTwzB|hon^NuFqfh6^x9^9W_^E+N2$Wiz}RlSa!SV3Y|kh6|0cTObOPHHnU$IQvf z)mvqE;lp=_=o8}C7$)=^b($yfuWf%gbbL)z%$UTymS*a(Z1&d;@{yDDA1L(PSy7Y1 z`^`@IJ2$Ge5%%8lzIad!4*XsZB>b#cu2!>J(&6>YpsIH$XsZU2aO3wUr#kPp9WS}L zt#ZOoGl{nX!Kps$!o8b5b8~a*9kQC{zfB>0_#Qw0uK|3`=E|yV>FE{{38gm>+VNoT z#AQ@$o#oL9TzdYOA{Kz?G#nh{_8wLGU3?|@9ueN$ zta;kB>woCJe#uaRhX}c26oWL4$MC+~^i3<%2N)j;9R{K90Fec>k`^#laP(7Ud}CKR z-v0TrAa6o#a!PlbxutQ&_|Ns|%KNY74{AS2@T%Cerm=RdT}8y4w&BF+k@Y#zO#T#t zUW?i7^B*7YW&OEOS^-79kRFFX9p^cIsz>N@T=U$L3}u^yYqI{OK&1LRrsi}{G{D)!0v2hKxub@VvdQ`)KPppRER z`)&%wi<=_QJbQ*I-N*1GU1P-;qVY>_ns3kOhgDOie3IkV`B{gmGvTI8GrUEFlq32n z9|!4{)%IlhkX4Zir*Iw!a$|*npw}qpKUm*jm{r}VtE$@F3vJKM3-wJdJR01ie&$_z zL-{WOT7ywmpY1eR@9SC<5ag^H|2b8a3}Nx9SqSSTgC)~ZOv<7l++}z^pmSBJFRt)> zzKW^2DWox~ILdA|=E81EGBNKeE-%31Eyhh^S>m{V&ObBjqxFOsZzdfHb4bH%;7(|oh(wHhrW7O{G7lp0r2Q86d} zyVlg&g~&f?P0b824Iq!FG9W^xhq+pYLhoX|md?(zPgeD;{KaDa^&N%5C_rzbNjs;f zG=N0ttA2m;+0o-b{Q*pyd0Oog`?3u3K3sAv$MIcqOQDjj%hF?(IFSMBrUL(=9xo-Q zlex7!yac8wxvl#c&f-0z&arp_U5C?Q@q0dB%w>)kSfFAp0b3)Ms>SQJy@F*WnE8ZW zf4K<@UH-tH+%6*_IpiTq!;_@%^O~K)!QeK#tl){QD%%v+ZTGC*oVOj%3D;GlN(5ES8i+5z5X=VRZ28kZ)?T8%Ud7F= z`4SZC@ChH(myksu9>Yqc>U5`0kJ7qItrKk3gmgIH>ayGidK2l2mAHu+d{q}SAIw+r zynS|}r1+1U)c+sMh2>w^H!{V^>qB~j6_5|!%|nvY-^@MuuSoYV3Zbv$QLra1_)LdU zB#btNLe(owbER8cYiYg95T}ArwHhYS$KGd<&*cpRwr*gfK)ZN{8vTx!ChNxfkVOkS zzkccKNVP{L5CXEXgqHq|T%SghwQg4V zLHVJ)Y@owu@mPq94dYTnC`SbNE(f7$(_ zK+oVFD6`}?&lbb(jhf>7*Jk{``u{6t6fMYgs#A>CqiMD<++d?r&%ZP#?Ecm5!()4H zUxa|F{f|fg!^VGj@RNL3juDwN(T9P#QhT<{GHZ||9A7g`8f(qAa2rY`9F9uxt&d)Y(0BY_qWe~9@8JT z{jdKE%j8$c3hcKC#IgR1De=F*&0AHn^|_uVsn`FLvELr>y6~&_Rz0vk<1b_7zx`%( zc*)l53tmq6J8e(@{iOuJehI_Lf;a2E{v*%1%}2IAw#)9N?!PtguP!L`Gu|fqJxmrH z^B;N6(>${EI`t3KssE!#w^C0b%&`J6)S2)yO8F0czad+p=VF7|gJiclR&|#D$P9(s z_UAFK;` z4RZ6A2qq4tGr*J5wPa(f54_=dY5hIFsk4j*R)6TY!K(?W5-sR7{wv4(x8C+u_(H(b ztUw))!j5tqQ*Q+IIjW9^V|b&ANi*tymK2j#DZ0`15L0`Xx9OJ+4>UfNGa(8JYq(IY{B&(`qQseNIthy zK8N&+l89O!px#MxV-EHCI7!{hv~8%om}ujp%S1MOwD$6dTT^SYxcb}?D-Yp=&K)LT z3D&oXv`ac)Y2%Pt0zhc)`feuA%`xx_@+QT{GZYpr`Ikg8MqDDZTk#(=VKt9BJ6@!G zYKgEL`r#q+NW!ROEOTd0=k}E=WvF6tvIMj99_hyxF-l4R9{OYE8<-$qG6Hm2^Qbf} zwXT}{VPEwQ1Cu~VO^aq$^>I7M{NKOEw;x_TyO6r-UYYs;)K9wSZF#NjL)=u$`6uld zpMoqt%S=mRNlBljog1gDoRVh0q>??&r@V0V@T9ky)JpIU_I2fLP;=tQbx6&%DxOaG zd|67#j}37=<7U!{!3Eu_MFWq;UeT7#LAmKn8F}CnkjK&|uARF=*MQcB>blnpUlE8{ zC=W;IZvFMbEMIC0p9|jGBquM;=dH4<9OHuKYS1|dwQp=x z)V0V-?*Zux{~a>I#(v$HfP#t^Y1UBbYa{;}Z~k%nTivim*-Je=7xA$;zghNcE16^b z&+N721ywmx#x&NeFwm~c>rlp&el8Uc6;Isu-s1k0C|BQ2R0Cal;o?r9ZA%~hVw3CE zi@XBePvQmUvN)+U*@HxTQ*Y?-IdHvxS?Kek+D5@SFyx&XYts*5tA-zVS;Y&w4w04b z*Jy@!R~%zMVkG45M<>WkY;I+6PZ`zxwx->JOL>tKz=Th4eNy_ckLd3RV|gv7)!HH4M^4Hvc3`O3(YBC6f$5ZJFEPKVW|l} zIRP5~{ynwVe9Ys>PvAZi&qFTe7rMH->Q<@0fbq2ag0;#Nd|uLd>lYsI4I_rLDX^op z*elyu{CW$`A1hp#BlGP6*-4|fhkxFm|BvZkdX2me`Dn74@}~~U3d;eCoSkha6L*Fr zq^p$LH{SN0KZop`I~{~w$R{NnX{8jmTk`W>r8^ZcQk)g~;6OG#Hkt{H z#nhG3Z4JYL&H6AueF~WFRUi78mIBpdax=81T`6-^>GyVrR}U#E}~_@uL7(cL7Ce1r_ka6u=kFO`43Ertmay(}DH zSOj#K+dH&9d86?&(Pz68Z#QQof4;COpi@8sbDO6>9SctYF0Y6Qrqqo*zex0b;;ZeI zF^gICR&AWT|EK8qh=&XzyhJ|zCHQMd`MK1V16mY_9=UHik9yHucLfaWGahqM+mF@o z$}}zU9@-K^TeC&XryuS-PZM@GL`yl^Y_if**81lptA`$WljoYsa7YeTX9b{`>Xy`W zRDnFx`#O21}cS z;3#FUd7lw~WY-iR7a(3-=;1SRW&f69*nuD81`Keex=4NN&w=~qPdu#so6TPZp{zh^ z?-T_v+5(L6(IVcHBa}#h`bCrSIpkFc8}j$<7?b$)3YCU*^4AGKMPKe_dI&#T6F3*!tjYf^ds)!PHoYyJ7EC zX>=^Bf3VBs@WEa^JU|u8JtW{TT)of@hf-!fCH}Z3$cX!)T ze(*6JjwNn&tYB@VHeU|etP11D1Ly(-bu9I*0Il(Xtq`PY36)8FK->Hrt1n%xKJQe8>P>%3k};f-}_eFqB-IVcEyw|B)3%JTR<{)_?X>jiO(%|5-n8 zy4q+%!H*`QSHJch8lWi%bfWf{cF+u7+k zU3O~Z`GzKjz$=Qp&ot2A4;u0M3@zZYd~od~=viPPXNT-$%9qx|RV#4Qn?JkuAA#|Y z=km`vsjOnk0QD@yMRs}n-+oB5d6s9r5HIS%4VnXt&psvAsj4#(FDsi*+3AhitZ(1~ z1Oqe&O=TjRD+|?8cg`)mW~V>e&HaQm=@O0*g^~0Vl&bC>hi42K=qXycA1j z$SB|0UM|{B;VfiO%3x_UnsT3PJI{&v>av==!=S0Nxgg^`jBK+kmnm)TOF#fE-cHEkFRD z{G?(Q3At}J`s)3=woM1_ls zJ9}97%>kJG$~3eE&zWj(;d=Pit?-}g_;J#u)=XhjhBgb-wn)1$cicmqsmGStee9eD zUlmC-{_!eW$0xF^k&w^Y)t@r^{Y@8R3gEhdmyJjTXBM>BuG^@qW>fm9JcwLIVyBNu zMQ<`#Qc~nH3j+9x4a<@;5WZ?ot1rD`otz5eA)-&Yi(j3Yh-$tsBE^h$uE0lt&b2&k zYXY8@|9+Gn-jHe38_HPq zw8xoP$U$c)_s#b|?N9Bq=H?v~U(O5I>voo6Qjwa~#1A$rH#qmoe-0YN@VyOCtDd^E z=Xl?WT)Yi8^=cv>#cL3J4ydB!D=BAnSXKAYtZY6*v4!}MtFACgwOd!K1cO8 zlk5ONZXPspy|&(A*|4HXr`Hssy4`S|$1J8C2tUm55}^(1KOhhfz;%1O~E zOE$*ZMS>q0>PO0^EL#RVBcJ_nZ8&6nz&rsS-1FsQe9{E^6aW1O@zIdlj+|D@jvDge zHXK^AcM8`8bICPXa>1GN_`Gt?%dcA>)7iGtU<_^5@*TrwjgpT90w=czLew|! zSG@`lR$z{j)j4_ju4B`G*C>sdPTj!}@&hj^c;}>M54+Dh}hJb9`yUB!D1C$;8Q zvI#wA$O`Oyw(QfP@BMsH42V)&ofR2Ai^)KIZfty_s~c~|T2@q~df^f%DHX+r-M8cXSrq!Y?%r)m`{=9{iPo&81H)RV z7?~KmGi3uKB1Oo(n4Nun)NGf);=I#qYilzvbNk7&o!u+rrkGS4)ybz-1@Os~MIfG$ z0oAJ55s)FncSCAQSEA$O4G2jOE^BJ==b2pMcp}KnPB+z3xxpWTCDy`Je>im&>h?ts+Q{e_0ob^#zkLQTc zo7{ti3tfEVBRl04;Cg;%X9+_2Z8O66{~jq`DVR|PcxNHrboKSbO$^7T_}r@PI#s$* z8StHHqUtP;rl0LzaFr<9dIHx_Okc`?JaTxl^i;*Snze2+v&B1(lu!)))hGKr*6f;b z+44_?k&?bM)qQgZdO5BUWupy0x**S3QG=3q(dSLjvI^I| zwM#3ZMy02aG?huo{R%Ul%3I&?Fhdi6N%**<6{}J?%BlrP%TbX9=Ie5sO z3(tGU%!~~p$sVGrgxhI}sAFf(PvxK|jFiElE1Us*XVK08TMPm`$t zAPDR$%j)tVY49e)$#I7JR3gE50!BD`Mgv7L8**G`7NWgSGVR~)D)Mq_JmBPb?Q}YQ z9uayfpS>q_MUG!okNtGmQXS11aVd>vJDZxVTF+dUFZPQtaTCPqCpZ7Y$#X9n^{&_1 z)ngwie^`AzC9&FA+0t9;({3&D7%&Dy-#!akIF~S-*tR=~f8D<8x0!jOmYhp1` z>ys((Cq*3A{_lc+3PdJHNrvLUX|rMnjxFzworLzzM5r05Nh8`|ab_yq%N0m^F-BxHw{P&GaruO= z>@sY34j#`}W)*s1<%n*qF4^u~0@u=P_)HLp`KEk@k}|rCo%~w2$0Pqsf_*YP#_W z_c*a8wN6h7#4lMdE#BnQM!g87m39*BIC(E@BvvxHu`^ITsXp3LFK$+GP0%k&JY8q5 zk_R48z1ttcjSG(Yp;!J~*M5r4dAW?23ADrH#o9w>c{pm>+5`+EPi;=#Dh`^_=t(xD z(T~aF*y?6wVy4zz@sn5mT#J`OdC6O_wc(r^g>{nQL@Pe1gsLgF+BJB%L2SN~`yCyI zUhc9_nGfM~%oW`mH{VushQ4sK@1&j?z!Y0ccnx9U(MaGIYAa1{ZzaDQUAy!nTwV^F^F6iOeT`vJnIl%Mi8`v)ZJG;CiG1rfu zfBblkn)JLgCFa(BW8_ac`hQ&h|9Lw@z8X%^tK51Kxc{~PrDViY5Q%O9vYFL2V`^;f zTyr~e)S0p1uI7d~FwGJPW52nfr6}InqY@U{-IqdFRzLzZ(_Zv(iX6u83u%EP8 zLvs&`cUzMrEE~zo#@vgKbyyoNk0AkTwbEc-MWYh)9p$8qQw_$bkViJYhs*LtVLKl2 zj}8srtxpraYGVqvwlzg#e;YJX!RIsghNy-55rmS8e6$Mdi?ZAq?}Of{=@X@&Gw_5; zEMRp>Z%{6Ul1uvACXRkhqOru{ubvhcX<2XVyp#Z8nAY}^A#QOWK6rZtO@5lF1Wlha z$*Zi?%8=11NzSz#+G&Zr{G?^V%b;o9Ab-Q^uvKd-5fr+0i7&Orn1DlrDEfFbZ!kAb zEjZMjB&8U2e0!#*0SyQt9?umF)q*y+K8CCfukWQ>1zOC??=3}AV7|K+kf^}0hEhQi zf#adjm6em~5&g6r7kM(|2p+ecsH-P%v7BtZzT78mHfK=o;gB@5mmfhwG#s2Lha#)( z1j)M+u~CP<#}xv-Yoi&$Cr_`fz({Lf6o_Q#eCT;dEebO@2|VkQc1zeOQTLkSkyf+w zAa+#=HM_*fA1zcdoySC++rYa$VQbtOLuB737AEj?)`FT_^gFvY1OkA@@6}WnFW~RI z6C@Lp$J+!mJ4d$|xkq-L%$8m2Mg22T+(-U$HaOP9$+Utf4cRhRfmxV`S$nqJ-^hk! zU6^EF9Eq5^xZj=Zq}Sdp>7|u?jXPGfWlO3GF+6*PT#Gm=#+M84iZO?UPj}rZ_or}6 zk{G|UQ!{o!Wo-tJmTw$&2|(5}6y647LgVjt_EfYL?>T~9sp>8-D`owm1<*Z8`M^55 zjP}UYN!%x5D#2muZXc)Dx&bN-*Dx;nyy(7c4uTkTSTN_sxa?th zdu}?=C?!$65qk;q0!(OS$2+TGTJLHRYLX2FJDi&&t46S+9E$F#AG8TW3}FWeKN+y3 z;NS=gD}g>u!hCAc?fw<7|X4Ake|+260W5=+`_62EN(eQbj(%-##&5$qH6TK>c! zRqH*Gl6|t|`)yOpA%@;Q7y2;7<$j0k<36W?9;V2njH2$NXvot`b?Xdn(irin`n4J< z=~JcHV-+%Eu{ZaM&R$asc(|Aw4RH<){n@b72q^1ZYI5vkt^^X<8IM^3+qIc$!1urJ zAH9JZkeH%*y)yt!!NwFE{pgmcv+d*FbvP}7(N|gEkvSqHA|QEG!r_aEX|LFg1$Gw^ zy$k4dD=&+hFDZK7RzYU(PbWgwn}`|-VJD<+aI;VDN(xUpztr7h=;>}2)dsIV;7YGlpp&4ln4X|hxj5!s(H$!~8{8g7x z7G|#hHE3}+k_)yKWnCfp%%Q0kK?nItcvT>NFqAC!&Adt~_M)TE* z!AJS+a=Gi&%L50BHHRk-4?w&R#ip=6gk>^*cS)B&jV)NnIP1BV5f)57chvLSj@~`& zs>_Ivj)%vJxn|$YK!`h!1o(wJ%GQ^j?NQY=x6o&Nz@YL48Yh|9-+uGMBjB+clU42d z{15oZDvY*NwHdg3KRr+Dc#ox1n!zvlFps(G^Sk-Q;!)s!9(NQwxr2T^QZOkgX}5O^ z%V{vGY)N@j#{CtwakB~;(+%5_2$>`OkW<5}p^uJfzF5l6CdQMMtRAet@ZC>7y3a3^ z0^sG1E}}$VBsuGIQt+ti6ZWlGK99j)4yGOZY?H7jq~1KT?v9G4rn7Nr=X^xu?qX*F zR1`J0;d_V^kSNSLtm9t4s3k}G)}0L{gCNZWG7!295P^c4_Bi&^CW}*o&JeXPtgXY3 z*Xx-zuAC}!gmN=yf@2O%icu>!F8N@|2}=#Zzf%pd`7_6(t^}bLRDTO%HNR;O#;3o& zbszn3Ty{tihv%NqpzD%9drhT{8g}JNK*(*C@fw=68m(C*4F)G3mXMTlt-zxWU7g56 zGp>?gA};m^Wl`~1O?CE9mf5<3C$-reA;-XG9@>)=KBc#O`fMX@Ufm$0{$xActku%M zN*s(0@}QH}BCn?H=0c={$T`Wnsf_~lv%GO#FC`^%w9;^{X<{M6E#qsIpHYQKiAbr( z$e>vZh5?on1NTzg_w)fXisp1HJhyzY{?eh9iqxs*I}Q(>?E%}*WfRAhoi8lO(Ba)k z6lL}~YpdmeBzQ2Iz*Z>=N~wng^Tip0w)*wf*WJ4$Eu}4B$R$21`w%j9per<2r-6AK z_~{<^h@6oRulF{v{5o?AB^Yw-q7~Yz9G>daUf64k(9$pn>xO&abW6hDd3n8gQMWlM zit1+;{OG?YFLLpSE4<9o!zqE?N6T%hn#=nJjURo6wlso>O9%|vi<3FpK0kyEMK+|2 zgCbsqaPRM(MarK+kGDzFt|H@2w3ych@ahsm-aSlRp;cfo0Qvdq1F68H8O8GvkpdxW zH0$hmSBi!nS^RYt_YV$s?R_#Pb;eEOpWmOdxsNWUq@K)h96>1QIMP7&TQr?4A}==h zUY+KzmkGy^+m1>lP*&1%f8-qAYjDOx{IxjeTw|+FZ@{#eSDoBDGKMAXE+7h>dM#hgj|5B7@j>W!?};%^QIk zT{l9XteAR9OGPyHQIthxT4HX4g9SZ?YM-#ouESn8`}X9Zu%B<>j(BuKhr>>NFCmX= zB404GC7!lVV}#@nTZnm~$Yy*4xZYy74ZYR5b-KMg;LkR2^C#!n!|%s>ynoc#V)0J; z`O*qupV^^Ul$kLIt-lixn~9nz@u8}Up+Ts$*3NkcfwJD;I~xcmG1RRBf81lKSr<*EUu=}t!O z_e4YVGFD~?4J|mSsz8jcu`$FzUO)_vTYZZ|yVhujO2su6>Jo#tP27qA7%%BP-|jV^ zHHd)zpithY&^{9%A&L64F~k<+tR_n+lYH{+ddjW?I@}ee~2$rD;mdOZwM9Zj0aQ=HSxx0Q+`z8{I2Ai)vZ*9F$ z8S7tnwJW5aAncW&U7HM8OfA{K3ysKE;)`fMmj;T%&Qx@p3dO&SS^9s$i%3Nv_FIDvwTdi3Mn@q=k(z+20mnuDv9KB3cG#)@J4D~rH zAD=VO4&~S}V!smVlikH+nHPR~ZQanx*Rre$hn{CI<`3>_gxPyb|$Zhm#8%M#FRf|$dPV&OSI+_qsv`h9yXNQeco!wkCC<(oF zoF>`igN|uPxm!~Pl{k^Eucw*6dg}`#+bT$E=l|pFE#sn0`~H8$U@>4t0Z{=9P*Op< zK|~tqnn95P$)N`rLNJh4Qo1{akY+%nyBTr@X=Z?-h8hNbC%gCVwYz`U`@Ww1ANYC^ ziYMn$-}rpq$M7Dg*PkUrp}_4{QdWiTaW@kvRSJwMVG=2wQS_5Ye`n*Rf#e6be3U_84*eYx9gUaZNrKV z&wd`zI=h?EK57=v1*FlDIas!AwYu}Q`p9N0MD2Rng#7@)KF&=jHD4C-@Gq*4Kjz#I zGSlCiT8kVfZ$}C%R?*Cuu$aW??^*w%GVF~LeofM4rj}ZD3p}noi49jUxK2j$^g80% zJ1p%!hmTVEQ>vk4$*XZ+2~|xxHElP>N-_ta83$c}Jz~3>;eOsz;WooRE2BJ)4|_)>(6)0@9ez(Uq|+ z!#s69en*GyGskMZflr0Xy=2$UYGhLm`4iKS$pvy=FVt} z4C`Pw_KtV)z9B}u)ByoUe)p^(5wZnBE?%sTAdB!Leytx{kT&b=77aBQo&Z?5$HmNv zRU~n?L{?FH9PL4T6J;U?P7tb7KXVb6@@A`U*Z!R-X+m*&+eMnNrBYV4^E`tP+TTyv zw$0>@-e+(<#40C+QRNM%()Wz>YyshuGNDPa_EnMIgAru*^X=#3ZF2h-MX3+CO(DaF zBKiU-slAJe&+Pmbp=Wz#%`|(SLif&4gL+aEqUVhA`>QkJ9<98cvMEV4;xMoQ+w{^j z2Qv=ci-i|{FPykhd4xWSVCP2aJ_)&D4u0K-+A5b6T}POu*QDImEgeb(lEYl`r2mFk zs3r&KZH2FbkRppu%Ww?owEtDdV`h{Rx^mUpU&Fmy7AmNx@_q@Jz6`F59W`&c7(-zdeWg9LWS zPnVderhV(vs4PbFdR2YFr%9Xjv$zY_?vhUZmNh4BL>q=WYGhWs9HGV#pq$tJD8jCe ze^H-215W9wSDrIy2y!&8)w0|-7j&SGU zDe^f&Ihv1tf{=+p@Xj)E@{jj%&wqdk%h1io+1tN5ir*3cH4*=6m~`MHt(Qes`DSiV z!}JVHxom^nb4PA(2zzj0%UlQ7v-e;3~qi%6JzUFmr+cz@b)*i*yz@a+4#1I*anR(9f#uew-1~ffAkNZd;U6PN}HP3>A&FOYO)*Gm`VxjG9%w^YV=Z=kt zT$A=Rij5K`%q_3|$x}S$2Z9dBjEpDFs}n;eF9)Vx$hBUy_C53Iz&YFU15vTZYwuE-apf&j5UR2i?PL z_f5GaE|}7p`)Jv08eRU>`h1g+Nx?aLOdeU2*03GThsg)MAXJ~M*&CGg9gw4KnZw9& z+FwRtfdC%`F6MJGPi2QUY}Vdizr&?nzaYpkmom=+|V8o;_uL# zJ$+SB!zx=wX2D==iEpQmg`3=+PyJwnem;iseNTlI80khaQxMTU=k;Kreel}dzzWTv z=sOADN~g!x!C5xnMl5BB`J;W7hyYL8sw$xM@eJ+Zm9S{lp=0D~-k8Dbv~hPSEP~nh z+&PoU_dzTr#0jAi=3BSG!&!ODigj5Yc3(4!&2f?w&!gd3E7$FJUa>dFF2?eAaIe;? znsy1w=j7y=pnXEp_0LpcdCb4L^hu4>Z!7}Qiz{0|4Oi8wOkHKmvhR2zCA9=lDsm-U zB*f)zB%Mn^jV_XJ;VtJ8yqV-3Ks>(>=LXt02;2D_6h7T7@q$V^I)gktF#Kl7<0#1)3^brBh zvWr|jnZ4 zCd|bt7DJGTJM>`yxsEcYl<4DL+eVE8#C6d1M~pQE63~im9FKEnR#oQR-?|7$iZ9cW z+_!Cr&(UzWF&3B z9`2SmGsdKY3w77lGdI?lj*Jt0HO!bu8QvNDebEzdq*gN%-TYlYrDnT*5`}$tHS0(~ z5|#L2@qQ!{72P8&7(r;ggIP=B&1Didq|I@t$P@j7fKf6EUlC?}FtykNT{L+UFSECo zoVV^wu%`6T{OF+pdDZ>vX7Ov!OOj>@M{V4zwDCb=yIqv~(KmQpo@*$_ie;j-|LXwl zca@*n#o^HzD|CX{`x|_snI*oImNhQ$n&o?=T;yy!irh3cBBC!J#}et|gdcY^Iv0#? zdEV{t+N5ob@fqR~xAchcgD{CBF^;RExkZRx#)giV5y3T{2r0GVZyN+kBl>IJdG}4UZ;#ijHNJusgWO zvIfG#1BL?@zVaa1*HgLZ0(i9!Xo#IfhYgWDYU-xw>*waFK)oopi~RL?bcz$O1GO01 zQwlYh=pYObUBr`!_9sVq=B7o>^4}_O*BoD5%H$ayMI*7Y!BZnuq0Hi-&`eUu-N4EW zsn|#=cAY~#$L;;Mm)In0kK{RZR^R6GN8GPeI#XmbRwE0T&Q0b6TOn)R-Rv1}bg-OG~h6yvnhz7}b?3zhqPL@F6)y#i3b%)G^2=jGL(Ju{y-nz28_9sQhm z9YL&$gKg_2JJiS9jxTM0@8%P9o>YyG_ej;(0c9w~+yj!9Jh+~U@VbkJnu;tFWd zAUdS8k7zw#f47i$N1}qHZ6|nxF!p$Q3Q(l512v8a2Q8L^nG7ZW$5AWTh7@q&dal_3 zj_`h{2Vj|W@)qBLM&*G^RED8yn2O~60Sx$KR)S)ko9Fq#p067;xwCsw;D{s7{b+hQ z@=BZ%G5(oj;VuA8iAh`sl=OB(u8~B-QYyH+LRUq?TICg+HiQ}xZ#=P%oD0|RWDhj`mfRH=D!3lYmUVEJ!X;O$7nac0ZR3;?ZOM6b=~pkU zWL+R#SF6v6_D-OyHn$_JE;5YqK6$q-Vku{q zymRBA|ANl?TtjG9ang7ROSVHtQ|SzH>?X`(=20?+IUYTW&;W&?6{0e+6$=lRYvAS${NNRR} zub;k(uu01abXvrhovYiyOaK+7pbV{@b=bz6nF~GfnM-)eBcgq|Rs-U~&B@7!8tCu8 ztAosX=sNA9!8(`~;Jj~Q7Jv@c626^!RMdO{jN;C_a6RU_=mnexA{%V*Qw+pE^n|_9 zWRE$WGMsapi(6@4)^XK=?CWYu2%JJiNAjVgS|{7&<_&bUp3kRj`r#_GvvAsz@@85J zS7FEsXU<>a=c?UEC7}-v-)mpAex|p{@J98rfqy$2V`5(p|EIj!tM>0l%Iof+zY(Sp zBdjz=q9a*wMZ?hcvBUf)3-Ap;ETJd5w2XzIHM)!l5%%xkMm`lcsCZmvjk$F!axrw; zW4@F)vm9pD?h+v;Zuayu_xZ=}PaH?0$@VMzd!i@{hkFdZ(D*joXN(w~Tp*NMTGYSZ zadwiPaXvo+7<4wI7tB(iJB>?!sqg+^^ZMI&tB{g7bt4#Yd>Jh8plau;koi|7yFJ5= zSuCs4FuI`XRQyBT-$dE+J)C3y-KGid(>=<=n?T>(Z=u&;Te&acp}M;1p~9I^uM#c7 z9Z;LG!&Ag4Rd(QtSysXII??AnH@MA>;A}ZOk#b{6`J^R4Hk?QPRXQ1T{rYs19B~Io)M+AJEe@J$zNB8=u`L zIOOI~JTfz6sCvmPxP3K2NNSlrmDzK5k0k*9?Qo=Rirh?*}*UXbSvWGu4Nhd`d`xG)vEfmz*4IGvEc&cDQ#D{Xq z&UZUFHR>#jw`)u0l=bXv_a2TvuJSpizVMO*dzg@{gFK+v5Cm`mfLt)#!_jwF0rq&) z5!cmq8bKA!PVo|Psby-QaoDo(T)0i#97v!z>x8Glm|BV63=mIT&LuwR0Nz)3bgE#wcak>jr&nJX%}2Zc1Wh2{Jm6aOl8f z*4MS!C0I1a!XcJSNc2bqNZxH?tCH-uC>Hq!Ewcf!Y$3{WVnXpm-y?W{8>5#a5fBO< z=mIRAPl<=qjC;2AUa98(o$0ZF1?7o^L=#r1zh@xCrcR6W%OlclrAL#YLlzOIeI`@Q z<@Lqr7-kDlDu`SERW+6EDKVuz*fp9PzJUs&QTT`MNej+07A14Z;Ez^OzS*|&|RKnZ77_y0kl|gci+i2 z6+4YP>y^2u=Yh(l?12s&;KT9V?{nRu8!6&d_1y85=%~hf-2)?ZfU>uN=f)d+K*@E8 zJj%Nt&|Y)AN8xaX0sW^|Z~ivDDU3@--M&uR2mD7QYfW?P!%+sjMq^{)`~Ug+k3M>K zS5060g=tt!=oQ%#3sIVYa|!1ki8EX`I}YV4Kb`N68OVp;`*p2j6PFMX;>`JA$4>od z={L|yQy+WEj@Bwy7~QZK>#^mH)ZGQ}a~NUqx}1}|skxRY_iV%UtkZ_+Y^N%;ZoE;A z*nL6w)NuQ*lhO&J$4m)NooLtmSiMRIt-K5-swHTj_0%>+v&n1V)x1~D9$SQSEiG)m zQ=G*gx$9F#MMVG2^2U<%MN#{%Fgan*{aEe1_xw<<*rknUJvY&N5R9BX7AOI_w~%i6 za(nIH3~%#yrjQZF@djNP;7&W?cxnXyU(d}hieslG*Rj*mkf!_Ry=KQ#zd0>A$O%2c z*iq_5#-R=kFZ;xmLjWXnlvm--CGW2o>foEmow<;3-)^{KpJv=;_WxtBq_9l{?3Mi6 zS3HJJt=eY;)h(7JUQCu?eIx91}2IPr&O2^C_cJumI; zi*HCc6)PnON)_|K6`wq*GRd;S3#alhmz~MUwM?r>d+Z;enD#fP<(R?Ji{hla}r(7wBYal>)a^O`Cx ze*XC-E&wU!7f0w=x<*g4aT5GjTTs2etH%I)@#dO}Lpz%`eQ3;`m%J@)U%_vbdf_p= z${rc9xO6^dbu1eVsj}Saw_E6|DHr^VNU4e{76pdF`}W5qpc^gAOn-HEOT;`ggwRmA zevJWG1c@4+x(qj;SKurpnTH{ZJyz;`Y4#=6iR>EtM||7asXtUx(AwiDgN zoUWeYgUQWtWxPYl2w}kHk%Y5AW^1VE1Bdq)BIPePxAjgK7U^?7;~x)>RspQt3|p&& z{l*22SPZLY#1beza!f+lbb@gxx9K)k0vlcI-(_(*wkv~doM5W60B?2}P92Vo{ZqUt ztb22eY_dmi=7L_~bE(CGx_vBrw5Y57|KUwmDJH=?Gu8&Z?TZW@CHE`x){D8k@;N4m zmB&DzGf4ac155n)3#ZmuAj}^A8U}ISKK(4&Hs5;81DAcm0*-%ZimMf0K zf4=C5$nz&zwF*D*klub=Qt8e$s$V0^PiGw}9T7iaVvES`nkq=tiXRo@tmSWjn@VRK z*WI6(1YXJPqQ4WuQ||re#QRHZFKKlSK#RB5dJsFiA|fN3=aubseze>F@ioa)$4>&a zO?>E;1ynmDVaR7ccGTVEKkY7_Xf1z@bH<}Vh!Ao{7fH_}A|_x}M3*0m=5T`(hIG10 z4WLLqmo|5s$*NK?6BtpBcJfGC_+me&-~jI7)h&Z!xP&*|8|>Gnr21mHltED4#GiYb ztIvJxLsl2u*nIN0wCRtr@z$oO+3Xe}_)OsV?W-p@8ki2%w#*dgKFKj=(*gE^f{wY+ zahqyov?p<;D)Yx!sy~15E8i3JljGiU8b2;QEi#h5A*YIjuU5(dp8whG%!E*2G$ao^ z>!J?|K-DJb8dv+ny@hfY-le4_`-ON|dzyUM3rlWh~W!C3Q_m)(>*cKAt1tV5v zy_L4GZgHYjA3eIGy?wT*h4H)-uM<{NXtR^IYrVp5MtWiNUuN3xPiL$QM9I1a&sNEQ zoMK+1I37qIhj}H3!{QFEFkr6f9q#pby~kQlR`Gqo3p6}c`US4K-R!AZoerGYtba>ie(jjsLMBKvK9Ps)BB z1F^J={*mzf;|aZOPw(&Gp=ABIG9>VfIL3Bh+rTmii1v<-;Q-|l&d<+p16W5xxm9*E z&2B9>e(q6xdrS*(vH9|2-jKJ=?FZ)lcZ+m62&N*&jUU`vJnQPvb`5XL2Qv6XA;BRM zhr4bIArbVoUr4e|$@ z=C26=!Qgvk-@mYe+&+FCE47TR8NYa)e^5liZEMl3#ffSg*eiC_$h=?Q5Opa;3;i#T zYyq6`3-bTAYX;w1TWg>S=$Nz6#2pgx2$)Uh=ZDENz-YYRCUlG7Yc%jK-@m=6B)tlR=0sIn@Z!Y-9ukz+MGN2y$NyuTob-F1aJtakY7-7V1bhM9} z>k`0R2zvCY_hz&R%x2MLd88=W1G(9HC!}=}hT)9mw+?M#@-nO?tw2%L=s_uM?MU5x zxg+Sr@ft(}5l>r3M_6cRXhw`J<&TH&_b2*5aT2aHaYo>Wrx-9uj)hdb3A@TgS-5$y)aC@t<4F4@SaRY3dbQ($(sRHvh7cfBg_HiAN(1ma#<4 zk!Nbsrntv`>nSSHUMrEhHY+3=sZON2l_SSFj}f zG}v;nD^WS+=Hzi0k9s*QSOIpb;oAT)DWo*eA0yvwQ1sJ{H=3 zd^89fJ$rTwj1X|VG12D)c3Wbm7j>~+3*Q?YMc@D9*#E&QcrBTCPIu5K?$M$6#MO%N z4ZsoM(ib(a!X;>_a$(|9`488SB1+@EAOgqI=Xd95BdRW(xLVEqXqwK*{T8r? zU5zk>QDWm(Wvk`aIk{Z{J%_2CS1( zrFdb!N9`Xj-H|3P|KkPz<5S0)-ySPZE^J5#RRI|CM%QBke>hD}kUhNhz_jyf-}Qfs ze13oMB+JvmPu{?~cH?<0TxB7dfekl*He-J@i~r|qD|8=516N~Ab-QnlCX~x5P)5l+ zn?50yrc{sv?VCPG88#7;DvQXqrjHZa@$=P{D|LGw>KjN8` zTQBDMZ*($$jHO$eq!M|RSsEd9#X>K@Ur}oizMK!0B>QVJGT{j;5pXTsc)iG}i=Nyr z6U?KGo`B_aUUMl9>`AyuOQ8Ds+xp}G`sd7BwDA5+>DYq>#Wo?;&Qw)T*w_i*0Ie_- zt)po2B2WUz+agr>M;`i3Y?awEkYmW~h~;zZvoJH@52)V61-5hnpI%&U6=HSIkQ+!W z+lonwU6Eli>`}qBhRtTmA4YDZ7N@>80xWG!4zJ$rDwGG*RXw$SXL{ZxH`TtqNcet$ zm{cCnZ?Y&y8~-i4)P`20J^r3uD%#ok0bXAPd3irgtxeJ42LJjuZ{MD7d#b8q5MyGJ zrr14I&tpC<2*7;UwJm#G)?1l=`Ot%-L5#VJ*XKn=<%wYbAdg!u{j@rD%QyRBn!fdYzFFc2rxvk970{)3>vfjJ+%P zlD}ZXR+;~a4fFc{4I5TCxw8GC1qaYfYIQ5~ZJe0+tCgph?WS!TqrdLh@VT=5hZxuk zA%kx(#1=W6CE$vM9z6J2e)3w9_*;iA{sNY1a{U{?K&-_}*5>J!NcFp=w=OTWlzKs` z3w?W>z1X<(ytEC)qwY2_ANT8`1{`|A1uYG$P5+%B=1jPLG3YNPu0}k+MzNrq-^;I# zemJ<#xwLLd2n~w9`F=d>uWQ;2U0De5)Y=V0E}*)~JjIn8|8^+ZXOjEVV*&@3FW?J0Jymd+~KPzY^PDbp{Brr`&I5koX0Rd56Q=YnTMxX>-pjd80kGt=6-mVz%{iPqpvAw#$Qv=E~yx|R9>XU zUuI#JJdjhwI12vTLH64|{N)CK7k%?8-?YboZSUPX9_K-|rMTW(A568&v%|w(02~jK za}WQ;X6E21MPD#i-$}~Du4hu;@!0^CjEdvoj1tZ%hQg&>KhG)l)yE;WF)_srZE<#H zS-soXYtn8?5ryIl{xZi@GR{`h4#z-AKLh`eyohfMMt%-GH=cbeG^Pmp)Oy(_qBkM4 z{8ieSfXLPk1d>^R`uZuRHuu}N+rXXO)E+_MQx7tu!iRQS zkD;|(h;+GpkT7=IXKa!eaSQO3$_c)Y%?C{4c7E~bMS$Z)PZ|`SDgYz zX7hQ_*v@r=E9%=nV62m%>k-)JsGXqfUf{Lw)l%roDxk}e0RF=0R*J)40BaxE7W5_yw zwXK}MDw8qKD_=fcT^`8yGV+g*K~m$K$-->(cm4jO^5Jmtz@I{hzg+RoTQ=k!`n=eh zlwcqGizAAC%64R~_Y**`6lI&F7V&FfJn$}#9S~?^w*+4ah&jTmR>;3+4SZD`n=SKL zZizbn9y=vR)a(}%`d-hZ#g|ebfJ?SIO-$20vuMyDqR{!ptm%`Bx|(Wq+Yr}t9V*aU z$M}0Hgf$=HqKcha=I7_IqQ%6(DNbgrr~5|qg2^1Vv|pS{h0$~BX!dR2oj0&=ogA;u z>~E=rURJ%z+~KKzzj|jm!h=ZFnnuBz&E!3GNZ%Vh;q4L1a8ZgqQ{Z=~*58B-=^ zju^wqHyxu5#7-Y~tdAjJx(L80N+q#p7|B7DPf1Nt`UpoPi1~Q5cXEF?vqjqc;HE2$ zQB{oOr1S7P1HXT_Rcs_Gt9fsU{L0p~{|cKmPyLG5d-a;jVv^_awD(mXfD8=BcR|3J zb{IuZIi3I>$aA8UJ-BWYH<NKziO)C{`-gp{DhN zEyels5e;m)aDBIokrjTwkRbE!`&w74A0L)(2t`PVDRwj2CI>D*%K5gJfeEsG9P^wQ zWZq_f(=0J=V)F{0-~9Pn#67jbL#O-Vg}Te@rfE$2a0z9@Pw-*j_u7OKb^z`J9V+Yun(2`Y<$BNGz(txh)oD&h7{t$-0MWWsQ-ry<$X6Pu}5Y!20KKbahCy)&E-XK>8p zRaOO#rG3H*sQiiNpn|e;#3^zrc^j}fim!3anC|Z`6k9t|fkyh1(i^=y(Ugv;oyoZ<@ZDfj zO6g&oW}Z(ni4*c>0#UV09qqO;s{nFZ4Zpe1>(qWXniuL_Ls%uR{kofR!5M|h!GGr* zFYEYpCp&a7H**U=E@%7_x4qNUWl-*yJEFC;&&F7&%gJNX`_KP^=j=(jrVG>N@~-!XF?xK z>rb7QB0s}MbUhr4>QplB*$){p4!tItn*zefulCEilXREAQ%iVcK=JVwFx?|cfIkjyIbz&RNe|@aJL9>5iE<;X zZ%n=E&3PktLQu`#HgWp?{X~d}Fq^_E3CF;r2I(kJT`!klc;I=|;1wnY@o7fRB&7I6 zLXk@_t+Qz2xXR87-VnLT#%8Y_v&p9eW~me1p+mFH8<30PEISaldP&|#)rwDoZh#9w zGO#U=4177L8WvD{q$2u4Q>NNV4NkiGetd2_Hv~8%_Q{5!bp#gR>R#JQPezw5iV`o( zq}MhB%6pAL#PMV1;a-jTc!?Y=>?B$z`4c}6Psyw~-#nlKW)FJsJ*~)oWk}~kmqor~ z!LoOh5nPdnhqr?<$6n;oT}`mtA->i@G3w|pzUIg-yRraDqY{_k_-7h~_3J4HS&)829Vy01P2(hEI)a`F1TOW$9Fesa=`M4)eO zM&*Tr;MKJ!HawbYH~bY)N2&NP=Cb3viu z+^5qtBt-O(rt#*k{UZ-Ox79p&<11a8PlZIBx8E6duAJQH%QR~BLf`k0d9zb-=&5t2 zvGy<##tvi!4#M}2z(WgTgzH;2@&0ur24VNdhxR=rEug36z0hrRFGPGjuwtk*oDB@q#-UR)A@p89HHE;)}QU{3*l zQ`}6ox^rv@n#n|tu=@f-w0TIkK zNBO3lq1ByW&MwWBc*|0n*r~Vd9%1xNpB|)ir_OcODaH}$cjU{6(yLVWZ>Zp8=&1So&RkJbswkP`d_x~PCnooou}LBbw5$eOA2 zbaWgi6BDN!X@vr2nP~)x2ru!ueC-vO%s%`mRh5}9f9rc_BUk)fxsK6&(Bv zI}RGXcl5A(K!vk^7?usvO}@#Wq-q?4D0Z_;kwyzC#Gqc za5M^I3CxAkITal3c^#R}=UjJGc>1w}>oCGmT_PZs9~uFZIMDSU>Y0vl!a-Z7c(D8kuAtUUbrBZ`PZm*1! z)G8{tLWRXCQ9aq2P)+eEzO(HM8&8T3CdaP3!eKi)*m}in$ovEpFpuBpcT%t9F9_sh z>wxE+t69B={tGRw$Y)Y)FFUkumBubTpRRnYtc5DPFpXF1rc2e8mA$@BUW)^yamb2g zS%A8!LVX6T%ek>Pw<*l)vA?>hAG>9>u5?OMpJ(CYzzVR{!*nXS_J_PM5Q?*A*sRw!Q0UH3u!J?`&%5 z=?`isk*Bwxpr;%V*&a;}WuL+GA9ui6F17b}sImZ9S``dOyY`~oYJ3&9xevfncXtI# zys-B*OpXrU6hDDLn8fTWbU9l9SlVRgXzkRpc@7%D!V54Owe;^GYTDqdwTY4qR^;fJ^5MWPNFmr`m$Hc=F1D4N3^5{FSzbsgYo zKJ3;iAA%ftznMQthGYP4QB4hBiE}-_WfK9!mi@jaTNt`-G2#L>Ev+^L*(|t-#5me| zInaeH?Bb*LJ0V?TgpB=03f7@ay~?V~&50&J>S+{2vzQPY%PNttYu;R%Q-{X@*D#0n z7QGq8hxa~%*umPy@m?m|UY|wknk9FNPcB2aXEy;=Kd|k+CSXAD2q91sPZ^V-ZL5{9 zp!Dnx3dH#$Ih|@^$@hs(9S+=AzbrR+ih1AqV&Ai888(q_GF?O_FH=UVKB-;GY7h`+ z--*gOL9zi|?w|x^T6>`?RN^%#evm!=BmDXE)2y4eqHM+AD4b=hoaH|jrTVt(4X||h z-SPcA1p~BJkM1^}4yU=26FAH!Vjq0YvxD+$W<_K6##w{Ao!aF$M=M?!GAM-cTGV^coU{xK?u_)X6Yt7u4t86 zJ8)}?j(;ImvLzWD9bg07yt()Zl0oH*9IMRCEdV#oZnSA*3&R-N0dUhQDs-X8+_XnG zb(jP_#xyZ@$nUlzkg@x$#9&U)VHmW!>Y^9Xpwu*<`#PyG`HhFvD%ws(%+>#G7ACvu zE_94T_$!FcYkaBfx7j+n&g8Y9sIIGN!g!;%zSFLVPs06+xx*4ZBtfhSkVx>1*3fb4 zu>iF%t@@tBGhVpL!SqF+b#)QVD5J029M9Nqt%QLA3y}s=ImB zBUciimQZ^W1`@h0Ds9zL{AJwQ`EqAL2px^koS#`j1VkeLLG(P~q1aIn*3)BlJ(F2W ztWgIujlYJ1-N61_K>YWET_515IaN?CJI6XM4feU$90Sw_^sIcYcASlO>mhEE_9jq` zIb^h{w{K$y4^owxo^}_Vz@Ua}jmI=QyBS*nx72IOtU)hV%~sGR9UpmoeU%a|E@xiT z;A6GTjBxSTqta|EEF?hSrZ{Y!RQr5K65`BlC&CO{N@aU0GJe54=;^O=QFbh^CgUr$ zAfFLpzx0Jw8$lrDichCc-(SC?xL%*m=4M!#^?I*{M%6EMlW1J@&cE9Y$}Ma`Hm>Ne z_=elsj?^h+xwt;HSd0QsmWh}lW;wn3<-9j7S0b-&tz!3hW3?+uuZAeik)#>uLj*K?L8iyx)XGABvHJF%X*A6Tz?o*hIm zdMTJ{N16|>>pE}6?6-EeeF74Q_~Eoi^_`*jubx-GVEcgs&a_=V&u4 zi+siZ_&xvkjWa13xIvJ3KdU73z3;pI(W-gV!?W$$7o4daKf=38D7#C9&aXZ^iFI?< zg4m;4#NN@fUX%l$-eONW!mPl9Yfq&0ellmogA6An4X48ST`y+LHpV1isYV79%3>k@Q+=itDda5H#d&}oE$ZN_2ALo4!j21o>B^W;ee zv^po~{Z^D6#|OQg>l(^s#Lri0Dh#hJaM81U7R=TG(oc}geAV;s)O()8RPQAv9dqapp*Y@9SFDEz(h^!%?IJ+Fd51 zewDD;jmXg(1%jBRW-WmKIJ1B2BD77|P1DU0KR=ldw8g0;)*+xoeuBx8{&#TSkzsGX zrE#VBIjzEd-$c(_4)dH3S_m?)G+30^hVBy`#0tG6mU?TEfH44krhS|lXg#!xFHc)G zp8aXV`0rJ^UmugPG4M0%p60N)EzJJqFqdmCMJh@&C*#ee(`z^Ya)d8rE{q+>c1dSO zSwClasnbl0N!O%VTos|8x~S89l1~*pGuyJA7QV% z0*x5=7N?uJU$`^Dr7VvF$4iSvZdLfR8X8pZo5lL-BWA7i+8MkOD@Lbz+W*F1#Z+ zUrMz5g2w8N)nwidrdLQTku5vO(h0)qHf)I%W6h@8s|6JY)kkeM^LL4Usj=JloP zmo>I+CCgXJW}*ithbB58A#nWM7)ud5BqVP#32l|^?|E-7uB1CF-;V=SD}5+DBW3il zn(}Skd`^eS#K^5B={SWq;iG};wf?16yVcF5jveOz zO{$>aJ#*=UR>J&qjdO3atth=39$hs)nSR`laFfSB|=(re1a8km85qP?Qpu&Z4kSG#&w^YIr8 zoE@)m4i~!MUtnOP%h+2W*0XnGt5*%lBZ>ZejpgS2nvat6LEK>x$OFF(c$u?UJChnb zxY16%u<}vXa2Twje-BGJa$DFBIkTpa>D25DwM&mU`x0xly1FbDI@2YL@X1CtnRrMz zi@HyxV+$z{xIA1Mh6^&wWANj~=QX5A@r_|HHPJKXYzFSN=k`O^;t}RD#|SlQdr=Wr zWy1AM!|?XmxKtl#Nw8_IRa?4uwfBvllulOFYuuMvOS#B;>((u5diwjWuC6R=;sOE)!whpVM5;vsnwp7eVKQ%{`W7i-g_zZD3)0HA z_0@w=%#$_hI%<^v$RE)fj~Pp~7|%dmuGm0HLPd!x#!= zwXtPZ5#90BIaV16RRA*?N<2T$i159b(A_M-iKx9u&1$_5tsxaqIPN6$Q<)yj`zt~QKfFN8%o~`!MtS3f z?}0IQ?!&iZdX|MYOlD~9ikuT%#!PC#{-^$FAjp`cms26dR-x-wh z?-2fnq=qb`{s4qc?_oCR%3*$+mkH&vFy6`P5)F$REN<` z=u6KiwZqu?2=TtlOk3JQhxt5DMRvMrGK(KEm9DTe+hFWerE=P)SH%|E5VzL=syXW9 zYSrRvLKRR#+7~{BEj!W=B|v*u9r6f!jd~7u`_g!mN&43`Q^xgD?2kW4hIcBQoc!Y%=>Rqr{Bt#xaM& z5wR`J{*wwh?TsF5YD*r;yr!^4wf*Ps>Q=T+9CiJ1{dcwo1&lZqYTxy```qN7DJOPEwA2ZnH?qBJuTe^1`mT>MVl zEiFR_C;SR@@>Zj1006AAMstu@U$x$nff*ji5PFC{6Hc@{1FB+8HDXD|AFIpP@m}!K z2_PHgasB2Ze~7V5-TTA-Ef*_m%{k^X zM|tL$V1$Wcfueo_6) z+WL=LYU8icRy2wQLA$lolJa;aJf3wH(I^Q@uW1ZqJSbgsaLP{JU$aqKHPzl*tP%UD zd}9=nRJ>nx+_@c~Jo~a)j`$TIRH|qW8u1tws~fxGR8v#4rnV9^0}7RAfjyEY zjPouZ(u<*+4=P)wk5(FV1DPTFJb@6C>0c~bCjpr%V>PQ9C23bdbre->oZ1>yo%>b5 zF&EK3X($qdu>LqS|Ji;-+c?Zf?$CY5hlO(<0K@TMdH;Kx>V#y>R9A`iTSh5`TXKr1 zo+Q-grJZWfyJ{J{AWDvT^oI37xdBl3WWb7*RS=3l58KzQ*MKMNvS#RwE|~PI2R4?a z_;#6QlL)1VrKK*&H@yygTwL76%)YF!w{Q8%Hbf&@=z^r#z@yFuxI)W8eG*EOn3HFt zCh}*3(to`2bUSiBXf#v)VuncI=NB6XOqPj0`Rq=WvEge4ZpU{uj;qxo@6_Ny;YI^+ z)=Y|jyoCdU{7fDYq-)q=^w>_;=A=7`i}y>J5e>$NtM5VS70f%H@iapHkDk`nZO~+M zuHPli7~+l_0*A+c`!bLOZGQ()0a1w?FDFT_h&`#Hr)QeJVPU*Rgm&#OGw*vo zuWD)*e0o_Ysj5aQG&>Z`ap|YJtUmNVal;293%^+p7HGx`*fA)4l~0Xv5I-wT)J8>Q zGDuI_H|Z_Ey%C<>$5w&zdERRHAhy`>jkCu@CX@80J<8cYWNi@r0qZj@@bNB91iYGH z7|su3k1%vM`kZprZSu%mPu|D#D#~HUnM9*nG2JRrPhRRF(}8ko5n<9|k2MAgo!D|p zlw!p1jCx?@=x!s_4;GF(plX5YX<|(s9T8Zwj(0C>ZfQ8x@5ai`n0Q{a{Bfz5A8RgMpJ34S!v9)if8bYfJem1EiWiUNy_ z!S4>+@v*|sD%@8`l)57fZ3qSZWg0InhbuHqHUtf*p$|}Aqbq}YHh7kE+?Ov0Lx}bW zT zdUTvkBApqIm)`~)xnA|_Ve7FXDOOh;dK|1Ub|XfJ-!vibNbr317UJMLO7!KO7%OT<&&#P;| zVxjZms8#+4+@eN_-{I#mCGAI{Lv5msazRquTRiuiW145PWX=G~Z5<(Xbplnj;uEU| z;9*V}WS$kERPt{Yl|Mn&-7Z^CL2V7rW?>nlbgKwiSrfV>!d%DDxBBXGSw}4k<`agK zeD6D|d5)jM#UoML21E-+Npsl&xp5nWZ)?#o<$UhP1JT+!k1kS2@Lg|bb>GoV))If= zx_xj)Q+%}Zz>p@r1GIV$uY!WL891^5EHMIMfN@j30~A%uX333|GK-g751MHsTybh% z7Crv3H>rIRbKG9WYQAauW?;tr!IgejGm`%9AsqQY^{E9^d#ph^q_U3?R5|t~d-SvI znt3t2T|LaC((;DmX0A<%1#&{By2`6TgogEgSRt_NY80n#2+QD^P!<11S)Sm~$M`;r zg|bt38ssvk`E8)TrE0+Fc~pt?!(P>Td373_;bjV}o31ip7T@lAo$6Sw9L{7#MgnloEV5O;xz!Tck}LAyw$ zMc3zSh>c7^|9Va!Otee?j(3!`#J4&|&p<(4khw^8VS zF$ZM8o>awn6u?QjcfcXDuW7emZb7-$%ABQ?mJqy9ujUINOBJ6D$&shpf_m`LAr67C z0HRfQ>l3GYo58$1jz;g)OtK0p5j|e#NAsLG6m?>62M`LpY0I;2#YBTwwWPSjAy5~Y zGi(WBIn&L`wtc2W3dKjCj8vFpPEJj=)KPi1e2)W|cO^B(FF|QpnDq2#AH2*elPw|y zcFTnM(|pd>anzattYpl-@sGL#^SWdsLDXFMMjbn)|374b=+L5gpIqZ^>`XY0D z-5K*vNJDNZh$AizZUY`Kczu_l++JU$|9lJ;YvLpDd$Y{?gzeeZuZx%|ra6 z3is~aD--eTcU=!CG3ls+u26?jk-XI}QhYP<+RjZoY$-WE>R6`lv3}LP|Aa%(g3LIC;xTSI=8@R3&=!FxL(K7`AP++JcM~@Nw)pF;(#mK83<@_)ssL)ndCyCv zk1Ls*r+JH=*Nh!I@slr+)jI|7e^(=zm^4VDltmm|IloP}JmL&wpmvoe|HweixO4DR z*j?#E>(_?bC;OOnc{})E3gfpXCYLo5PWkaKeR)STr_baYhHWj=H1Rcu$^=%*`Ep%@ zsU=s@sNRfzO2j=m3C^pFUCwWAmCkLCnBi^>ZtYMk;FC|-@%FwH2zMBgedvgZQXU@20OA$po>3=sR{$zITT`f=yJ;s52|YGdTDM=P)beU0-4XSGEI zwZEF)*e0wue`U9ualhQRMANHj)ioi$w7xB~^NmtMX1!mo3vTl`zdWMy2v9%`y$B2Q z@}p@2jvUpWQ5q{B>B}DCxFCGXE%UoJbC00`H;;WrqE3)^`isqZ1?YBWe*@s+_UzCq zqNMMi>drB!@9xFmhjQ2*vYmxBV}S~4PT`Ak^Mj6wb|t_c$IN4o^$!(eLnVlA@Ohx_ zlnm)@9k8+SanhUg>jUgSeHm8s&i(Vma3HZgEsKOoE1`bc*YD$TZ(_#*mc;VGd=NEa z!sWEtc=FpoUx?dA=Lt{(BYWwcArMvu! zhufnk9vknE9)U~0C|Rf&i5hZ8Y;5kYT1*-2)SdOGB|P5A7;KPtp=?yGdLW#o(XryO;5___4*u@Jq=wTo0)T^e*WN+U-;tOS9 zAjMMJi*sbwf#eK}Mt$^EppF_s9%ntRk>I?Zo$1xMPDnlwxlW+x1L~-W|EQye4X&yA zux%I)ucFaMvNA7K-8FGWB@0)WnV3Ya=H=yaDsDB7$;Dj%JR&imLPhmKrYP)d<1A<> za&%R^yUJtf7Ho&#O?iFrZ>1BboMwBT&RvAQ7Jf(I+>V9olctX=C@WC&{nrzp%DQtBc>dt7gJS zTX++S@7_%wH(Nyh$Xb5W&H@Df)pVKB6Mn#{F&01tHQ5MI94tp4wy3$AQzr{nhTRlM z#B%*iQ>8Bca24j~ONpv@*_NK%Di7xv7}jfkE~NT@?)9UH7eE=uu)-Y0=git6=+-dC zRZMv62c;Wu($-1~(X->I0YkcAu?Hu}nxH@aaAWnbs>j0*w?52wW$DgO!eItSAD$@W z_!L*Svv4OQy;7HRyde=23*}MVq6fT_Q+f{>^6EGE8c+4Cn%I94 z%q4xkxwSfiyRTxMqwls1KR0Ey-}7N35I_ObN7ng1NSW^hJw4CKlP8rWd20XEL6ilb zM-RxiuDLnU=D-@9$`yNJl6&N#nWXejC%-0SbYVR~ll$0@~={>>!sl~SGTwf02(p?Ubxk4?L zN9@=fm?9sK!xBFiQT^0Mgvi|HI&|>cq>s z17)TxLf_uq6iS%qyqO4b6256$0c=U3(zw}%)?eBahLhl5dFbY1$Bw^Xe+i< zLEnD)JE)~JXCmfFzi&X&OKG`smC*6R^>OKPjW-XfME8$vY!Z*7Bl_BS)CwmonsgoE z&66Gv7v_z8XYU8Ss-HIRyU}Z6%j_-b+)9=2iq^WXz8~u_BN!U#{H-e${J55y#wNrv@uvPbPH6%Sn!O45*5~9%N35IE=oac~y{Zl7-&14<5~P z{?8I4<{v4(oSx0`8eY{5hOi4}T7Cpyj0pJmHK)I9IF@ZW)wv%l-ao=}=?jLkyd(?H zWo|Yknv-yzUy?`SVaiGZ4PVH{*kUpS!4e>js>jne`)3k4RDv{A01d1!X6yDbkfE`i zUkl;A5z850Q9It;&!-Z05*1c{*D{Y#caDX%F=;mQ-9i1RAr5fU0f3L83wz(jkyP0p z47mSkd>cjqlJ?)rONOif4pQvCVn?vm5V#T8Vz9f5Y1ezKtFJ#~&F1zzj6$M!XkWbh z^o_0Up{Q~DvdJEel*YJ{5xyjzZf8Yqt;}AAP^|sCfl7`nJsq92CcqzgkoXtMTTPuU z63E8k1iu{S%{hVp17BoBbE1_({9TaBEXxxcVj+f~qjTiL%Ndt+n=7c^=hhq?EUw_% zp_N+9fN9FasfLzhIl+k8VCVgDu7OweMu(OH`J{5|)+Dl#&+O-dd3!8QW$kB9O&90= zbGzWYsF&s+`vor=c@J{EfT#B*8BTx`2F=8{q&iPGZW4T4%Z3OE$cp7pro7q za$16Cr1RqBZW>in$fM6O*PrL|^6|a@@Zmx}0{OTnHr4Sl1aQM=Wx;=~=+;ZM>t4mq z_f{%8X+}?$b{kx{agb%5c=@jn{UX24d`ibx5XaIt&x)?wboU&XbC;NGLcFM!|O7QZmX0PT3!{oaF z!27dZ?sDX~1ByRWHQHq*=-zVD8J+{ACxF`0k9>0cT`rN~p0`{7Ex4}5bL8+A>zX+GwQX@q-6_-oK0DW@LxhMqLeU{^{6uCD5ef8x5#}r1vMv+8W)S%wV7*$EAnR z1!u?=rPnw9#3p5)Y%XQ_%o*2DiIK3>Bjb8L>3JG^eMM|eJ*OD4 z&|y>A5)96uc2M;VbTJUta%12njB>XA8X=HJ& zX7Or^pCLE1<~|n-9w2FedwBcx>121CmzjFqMMcFHdA=pu14A8ZH!%#+hfh8lTAxGT z*Y<2f0W15hQ3%;C&BUt*J@YA+?dsD5cQWH<} zDMFW`qwXWID_L9VJ)pbFk1dL|E|d()C`bZo>q5Ps_8SR{hUK^8Jee-9 zGZT9aov#>1wkKlSQs7=g0Gn3#ZH_Xpf%Zh+HEf82^3;?%V>TG0@U93gdaoHH#aRHp zYa0GE<2!DL0@IN4$Zz_bJm75ITom`JZl6SDn$a=}S-x6RQ8<;^oIgVUCiT;8pwhtY z!&Qh87GR6d__E7w=I}0=!I!r#f<6K@-(d6c|5Nh~$Q82Ufgm&!{!N|H?ut*f!(kPE zY+Xlm&)Q+YJe9Sjn$3;dct=@|G|}YaDSeCE>AS;o1RZ+swWV0TAw9s4ThL^mN^Q`E z>-y@*J$*X!O*nn%DP!~%rH7aGD+e_g{}{8s5KoDVM<{{9agPLSe4k5znYI5c>h~A( z@-rX3w=8qLjD(?JVA!hp9{iwf8l>brfR$9QmX07}+@yAf}2BYb2 z1%cNsf9c5o!Bzj)Bc38WkF7o;+f4pWirQb)BxO2KH0fsf6(wpi;{4C8FwX?iib{IJ zX3GB#2mRAE_hbWVKuO(W@O}0h)k4M?{xOj3#)ntt~pG9M`k}?c;vxu-2+FXNc#V3=sLA_ zi*07|b~ycaz`wcM`e1=$-Q>%h{iiMsW&qR1%4w?1`oBUB+dZK5v|T<%kMyFnvYw`p3y*=9;YR;kT;dc9CoIr+B+L6E1TFoWCS>>ciB0OG*oHiZai7 zY`F7nkI1dKOI&ccV-7d15`G}6t4#5Ox1W5Y4+Ei`+iwGsr6@=W(8<ard5*WE?Utd4d65bYbNmy7x<(!QA zAsUtoEJ5;B#CeA(G1JH_5Q6jaL7+e#hlR-E`v3`Ci=be|<;ycVb`OBFn$j!>pgN}Q z20S7$+2eCs1+WntfiODXwXk*c%hl0m*E{u(ke3c%b2I6HdI7!s+zfjR(9^{vCb@gw` z!di)kUIzqFKh$3HA`g-uSkG44HGIX1`ZVNQ*`u2H>C4AF(gSY|bimjXpgW$HN``_Os(9V7_374lZj{Gr7~i8S+CW93V@yH{z%DdsSAjN` z2MwY1*#3ske>{5r{%Ee&f(YW$`W&yefkS2NHIEM^3S~BNn#6qnc3yBR;_8H_yh&s3 z$K=BvVDUAi3^mrZ03Or$l7^Uwx*=;zDXmc`Czx;$;zrTEzz31Q+a-7 zjk9!LqpxSV7-CWGwMF)mOYE*=$)ca+8YngHU`bP|qWBC8Z3C7nto3Vue;hNC2}#6o zMqQfrjAU1eWJN8ZpRDpM~EmUZjHSi{PsI5~?S`M1E!`zW)}Zkl0mY0_;E zNH1J@sfZ@JqpeNo%LK}O-N#+j?A`1O%o`3aE-@#Jk?}n`7pLQ z4i?7_tAgCEH~mo13D+qu9A4hpk^HuQ30AruXy3q#$)92k6Jpv*XC_AuS3 z`=ZGfYGJD@-66t$bt%xI=ppIJLuSirF!;^s)AXBz^G=)FnH|6e=Hmt>Pi{@9|O zP{rvIW$$`ouX>C>?cQ0nF~tYEc7WEyX5~k0oXLb6n$Vjm5}3PL#yMwc9powj6jxgzz--uk>LP{40Hs zgvQ{cT4h^^yF29Dz=YG|N}4Le3UiMzD<-#2BQQ`-s8Y}X;UsF{lg2lLMA;Sy2E*=O z3_xQmL~RDm-*zA#m(P~XcWIj-Vbf(1ZN)UE@SNFJEKHl0)&<${yr{YH8&_ikXh-$K zhYuXCghyeF9*RzFXsEu-tM3FIKKkxa1ZYFA!|Qj!ttRyn>4WxSjXHVlX?~GnRCdx= zKc{^hIzJb7HG`H>q=xbV`t3xzJdO6b@f1Cq2zeF~Vs_(93!{w8(D}i*{LJz67YiWQ z#dXfyswZZ~4a(*{cD#YwNCHL*qWMhHvhE%gZBX#=@OhwQTxLE(;I+XN!^}>8S6Luc z-0j2d==|sP`3f^Pe&-&vaXq%FN@64z81A~A=FAk8_>Jt1TjGvNS8n!;_g9vGC}>7! zEkSS#B2G@78}IK>D>=pWRthO3NE0#^ij8l*yb+%OBDiN-_BS5JucbGYe$4B3(4t!A z4I8~)xY%9N!|qzUt*|Ke`&I#-=IX#zVeM2UdESMcWJ( zEaEP*yZhZ&04<{k9K&1$z4nz#-pQd@=bUlrA)M}_yHiI|>x~N+@&}h|FJ5RZdy-l( zC?5Np_`@@WA&pp_dySxfcCQ3Vb9+zVT+J9E+~SbNM8ABH>HX#$=J)a8kBlqJ;~g_T z&+`i0099?ST?ADAY1i!mSj%`=Q@+uV;jXG+fy^g3ExvIpI#Mcyd2Zn{oIJx&6aD zj+CI%idCR0S%zC7S-M3J#wUhaAgnMBZ9{0>8d^qH+zE35@J`10crsMMJ=r%OV=*JW z@goJPYx)nc(o^&O3(11F+nSmLz{7|MfWKWz@)|X$B0uYY#4c=~cVou0p_o04nF-a} zL&g#O1`}IZ*^QM1Bq-f}-9%9HMP9gL04>4 zl8w(VsXm?ww91DL^(h26Y@{duj4WWjh8;+?cgOSmFd>4{gtXWaI#|BcNi)&v~0+=RqB&@?48`JC?G6!!g ze_Ebis!kyJeM(K%()2OjBPiPSD%E^s=MdVNVqe(Ft0vjR>?5&I%$EI^HO0w-Aemsa zheP`83mm(g-+e=m_$=MBTf)L!97!5xTa%esrN{1U`gh~5+~rh})}`l<{?{VTdTPOrqdXn=&L3u+v)shXDn6X62k z38Zm-l!t?r`{pP>#AjjMYt2keBNwgoN*dR-LDLc#Td_%>2-Mo*;U~t!-uJsQ!K_iX zHEQ36-l?nSKiLw#KTsrh>z3S<468e5l9ADr?@`SLo2~A+m01AlNsQo@hy*C#fkQOm z2k^Ki)t2x^IT+-Tva3aQw&=b_sg_ zJBCm+v<%+?yQVui(?L)V=X=Cfd-rW9P6q#oCga8Y{G0B%&<>fc+~#iTnGSxidt>g{ z&67Ya-{s8cf_8hujZzv(TE|2La6}N0>HA?=fIez#M3l3@?cTjtN|D#@SXWG`3O{S+ zo@%X-5G5^lj5|XnSyf5OK-_61P1vRlMG&$3%cjejloAmo)=sGH_^9hP>8+)Bm4Q;D zILna=_4i2l8L8Bkobr@%)ARB_CN#PKCALxP^q_SW2P-J{kq4vN#~-VyTZSWu9vyg| zYRXhO6XZyDb^Bl?x2spvxU`OmbIE{ZfOt-OXO#rU9k+Fb_qj{9C>|hXw2O`B23xD>r{@fo)42SYB8F?az}~+uFiWfLj>(ATrSEh<3*k=k-c*ClJg?x zcK1ULARIbGb58%6SloKdDHqRe)9I3-#jX+%>4nm5T(ZpnIyU3qe9|=C7bJxT1+-@5 z6%9E-|J%K29UwI1JY*)e$JG9}hkr%0XY@fAndfcNu|Llr`QOi&Cs6>t?0Z@n{M{!L z<9f4au2}8;sll9GS_QmVX1~WXiJH`P4J8p8sxlunK^GbJuJS2saVEF8k9wl~f4Ap1 z#`>>{p|16c~yN7I1|$Nkm;=#YEu>SV5*(LJmRC0!mN3if=hbL3!i^o9v5y`^jD$)7^g) z$BroEy!-1Dk7uclF^Q~AKfSxxD`cmRxFFTHA5oV_SSNFk`+^C58oi_7>e1QwJsNOg z*8c^VIT=m$yH_j^p@iWtFjRYV#ItI*8RhYbkU6bKr^s|x&D1k`toEhyNK3_$a<09E zL359-YT^}E{CqOik@AS?PiM$==*EdOE7UjW(*V%EnaAA6JooHYvaEZ+#!Q zl50~igXgBdQT6%umgi>=lau-n0J6osIKI@an{oSBsQ!mLRFsq>bZk5~|HEUy!h8<+ z;Xhv_gSTBt{v*|20rT_DKgjthieE4OLC&u-`FZCbuoev0DP zi+_;wt4x00`3E^aMe*y!Kgju2CO_}|gPfnD`1Rr+UWVQ zj`?fgvm;ERR#fmT1BSlpJnn_zEmLzVi-9drW)se`Gn)^n)HtUaX-~lPoi*y*BLl%tqad#oz)z^FU=qNk>Fsu8OEWMJP%dBAM z1R0n|q%_oRdGxX5TzL$hF*P$3rKoE{t#Q{s+S+Vo^cop-Z;#{h7Ly!I>EUt5 zVn2Hl^u%l@y6OH-Up}9p+npY!cZDX2O{yNk=RG#Z2rTwN%nfYN1>OxtJjUITS#JjG zJMVg|j1|0w7&M`hA&AltM7oRVFSZu)>#3Jf#=sCCb|sYN;-893mhgF+R&cU*6cPiI2b)Ab7)v1uzhCP5LwK;xU&HB z1QYq^NmXlPzv;RE6;i()WV!{#$oSQxE#wJ+4QR%um z?YSV$01aRrigY}0d=7nez1VUczkTeL|9gN;R(#U+iVToFC8_HeF6^FJZG?;iPDb_} zC@}N$p=R(EGXCnl`EvXvwZM^*5of*l)W?=&o04|fGY9cB!dMhXvy=k`GwaDCl6J24 zT4R{+0kK-;-Pabh4j!HvS{?NQw1O zeAMKt!RXc^|D7X8%4f{@fh_{R;?vXc$Td+>KYxMp%fqfSaU3%11qlSc^G-eLW58+H z$0GFY?>BX<7mxW#uO%(@XsDiH!Pjv~pRC&Mg>Mwsy(oe$eK}m49AWrq0XvtPKr_)0 zBxoqXPHvomb&7C4-Ba{}hUX2T>%G#)jpuvP$GquOj!@I{&1x{yMsRkjiHdh$QI#l% z>*CyAK}x|3=utIL0%PWX>ViIa#0lavoSB(fd!H-rbfDBm|CMK5pO%IlI()d|T`pAY zthCfOOMo%QU~BTQhb~EW{YHLgu&I)|)gDkCgtJxB3E@``^0^yuj`6uKEo~b=zmGFwNEAL$Wo(v)J@o>c zcTdKh@c<4mNvrK_&O(5?@tD2ebeiHNhWm6cnZ+~N$Fc`^r-ChE9ci}xc0Ufb(*PSr zbJWL6L262>35!cJFyf36x-Z+u>`6aif|carGWkya*0F|E$tSRC{0R0z_yY2gVAbZ6 z>OSpQG9wOPfJY-S$-}X~bZZgSBJT;*NDaF_%OZyf5_IJ(ID1jP$JdKXxpCOx9jj-? z&awJ?WS7cvVV)(UZkZ<@1bMCmPQ1O^ek4eGd)AO0w+TI#58B0Xk{`>_qM{<^An&u` zz`^&`h7~GyUBguu+m4G4pAfO^?@YBvfUz`IR?M(#MXJee?k@Fj&WxqRSkLDL2$HkS zY-%c=bSh%(zzNz#9dfU(KjClqOx1(zH4z``VY$XS`>}`sUKILHT%fL|rj=ZA>Canj zYdvAgDlFx&cmYJ=?AU>HJA3@sIRLECoh-#x;cFBHD<4|+_V=HyA`!5D85!}ob+PG4 z;~K!!Gvril&yN=fg%axpJ@Q-#46tQ}u~7(?-w@@{A;sQ@b=UXUno2TeSld-72y7K% zX&pr91^HAHhN_RFk#Ov=M zgc|4reH!BhZ7KBU8OtX%MPIi#%Dy%cD3N1Z37leI)4s&qQBqjw7)uY6CaiVWf8X|| z!tUJY27C_e8T%mG%8fw_A5}^0kuMFluEU;H6K6%O^-H&=V`_o1LE7=wjf}CneD|!G z$w6RvyxWa8D<=AjEVNVZf+bE`4Hj~Da|Uv-*fnf&D26+RHt*VLEvATn+ zw?<~wp;7P65GQ9{{Xbf>*!q*5nNz1{&mRh!5ZmZCR%B6ea&n3kwJ}T~taivGlnFH4 z89q~mt`HBp=sVsaL)z(d!mYPk#nSE3L`kY+tnnj3h_aYA6B@?~z(qSSP!9!6!V*Sq zWnD$^kwK7n%o0HC&|5&E%`GVULDVkj7fyJFGU&$ zQUytE=;YmP5SXcFI_zSzNBJZpO_Q+na;x$7BMA_5^E}{#JJh|d~Z}Dem5e>sU~g{w6=$5q#3G~18hzY8Muu3 zj1_jPP)8Uz>n@L?2*7DaROO-~BJ>Tw+d`?zK@M%#Z(;7(k@b8+^&U69=P+6xuOI8x z1}*lgrKrT6QxO~U&IKl`p_J&ub3mYE<}3;O{;mNMJ7@#iG=RVSj*b>t<2k}2ks$44 zA7nh+7GVH(keLV#5e@>!VJj|0x7FApe4aVnojWv0Vn#>Orl18|!1|d&K86KL3m$ZgUnh9nMmX-7z^8f zMC~9slW|Dxd#pn{RS2i@QNTL+7*5d4BoNn9YpqH~`X(*|p~M;K)u@iAgYFB)tkkuT zej^Uzv!S!TSh2yu!EF=yUArVwH(2X?96g({xmq?8&l`{I?e&@KPGx{gB-G_OOO+## zMFAG%zI|j;ch_98dz`Oicx8n1;X2o?4}ycL zr8Pbx{KYVU=LQ=^XQsxx@c^EwR6Sn)yxnb~V=}HQlj8)JmDL22=YF(Ng?LJm5VM~+E*W@H$#9~z%%N1MgkcNt2+;qJ+J6oR%YDus1DA4pQl{;XLDJ_u z)-yq8hU!D+=jUx#+eH0J<=kc_8ZQPdxHImmIB#Innvcv*t<16N&3eI_lB)IWR@{hz zQmmLzolFxj)Q>jB5B0*fyAynkgQP@&gNZrcGKuCO8fsFd*V9kPO*4Sp?aoTMIT{IQ z>)YMQQ*ocAOW3@0k#N6EcNP$_$XoH3|S(}(>LlFlHI>!spKWm!|V)#D24%LP#306DHFqgW|`1{m> zG`n7--8N!$klD~;P^~KmQ}4$!`4lMJ9~Bk&tnee`(4{Xvi4cn09OPW$vo4-C9;-1w z6m^tYJhyWd6u+_bk(H3P#67xTFKpSLYdhkE^ublkNEuX7jd`)|Jboqd)n=r;XlVqn zgzDx@Ltt=WQPH9kWU}$ySZ*y1wP3~4tucfSx|Wq_JGKKNPJwDTBJ}f-SC_v6e%zUy z^7)LKRKy`6Z`RtSxS$pR1mDg&h~%`~2gQvrjGKYv!4m=dciJ0vHO%--ryT8Z!OFD< zGjQ@=16!2r@aaoLn&JtaDtA}0ouyg{fx~NN3y4)A=Y{_Eh%-(swHUwlD8}$?mohOd zP)?eJNZ>8vmMta!1tV~9<79cmn&AAb|v6kHH>w2 zPwMWbxp~#BozJ_&kG2D2VBdBfxmJqa9xijZ3I&Uf0;0Qe9z1LpQL%b|B8ZBoR;6oG3%;5MhM zNiHey@e9i578bP;)jLy5F{mBRSQv3@3{VH7nKNf;5&%DLvst_9RJee_4~M^U(6MSc z6}Fu^)*wT)ixjhaGBe~8H;M%`%PkpZP#yCmf_Q&u)8M?~ur4uJj%LpM(Iz7pg2m{R z+8UMOF$mmqkhZpV|9_#9IvmZr{@BAf;E8K%R1c}MHeW!(x`Nz z!eJ=BUDUGwM09lYtzmv*q8AO%wUGid)s(&gvjl@9F%5zf)M2R!9^y&~(o%KIvyj2L zN{4E_VoPqyE%4&tnLruh<`ttF?{-jx<0!D7Q7cEE@%bRBZXQra!p3~*FUV)!&iZ^d z0FRuBcVB6GAHS=k#8z9c)>hq`ttPI+YvpLAPCH{-F@**XmQ@1AvDys$k9y`*OyY@? z7*eCs&RY$YW__8Z#)&BOt_5m!f`QhY-BT0XZ#7lh2%0P?!tl5H0T(=P?mqRj&ocw( z8bOb!+7Qi56fsD`R4FdB_FLuEPYb9r=uFjBvPSTjg6G-GyN>p@~$$LYQXDT{0aT!Pv2fV_{8 zuNQj(P04fLiR|Pf#}Dm-(v8D*z$C)w0oWN^p@-jC9HQQj1A?-(jB4oh;t+@yC$Z>T zUtiyN+w^q!M)jd>=LNBNu(Sf9mozRIpUymN3PuWtrRKpw`cP4DcAJ)e&ep9cYqhEFiW z!NCCuSEvdcTlgOykzqR?V4Ryev~JY`-jfkl1lSd5%wzT2s5_DiwfbikblpB9R;;a4S@=2RMRx(X2i4L07@Kbwk%(KQ_-plx7qqrHJa^GRI66^^Xqn%RXLjDH}>T>P1l^98K zV>@+9jI^`b(p%&~mQ=cOiSqgL=fIZ%2AJmc)}+-bE`dmfc%79YsPBkzqf{|>gI!%x zfgBJ@Mi~HYksscw%uBLPaG1qJJ-{l*NeZ>fY`=OCV*%a=7>C0zrcaWcS7d2lfJs=P z;?v1xi?#d8m<0UiE~E^8@kcEHue0M)$N-iz9;8sZS|HY7a0a9Dtsq8U1Aw)Q?Vcu+ zfu>3?pb+=JynBZ5>;;h}mID|&B<}31AS+Sp!Bd912!SkAF86}_YFp=EU!QsgQl{Zr zk6%=Gs&83=+1j=)?Ha(;RDum3k#(8&g4wa)&$Hh?*0#q<_*Vi(COg+34}?{3aItIf z&j0}we!Zs(K2X08Uqcr-fJ8>&CmI5%mM6~Y0|N50sC*kv)&P;8gK9z)X7R43rMOWD z^(ug06cfFGzK)QCs5(WM0NbqL9O+P`47p(^|2kQ=REpJ^4%+1jHrd1#$_yTxW>clT zy1B=g?Wb_12co*w`Lj%aaf1^Nx%{<3k zSz^ii0*PFnBap#c4vP3xf*GE4OAp_$XS%?N%c-Apjo2TSz<@wl{i?f8S^z_!A@z}R zTy*OJav%iOB2+DoAfok#WUOu$R}N<;!S?cY6ANUABU7OX@ts|RS}qYn`KCH&bv4dp zWQv#ASIO+x$J4Dyk+UOZr-0S8ID}qp%q>jWBL**WB*G61yg~npX`>E&Zh7Rcd&Age z1HiL#}^8_ZXck}VY!d+++)zVO{Ze$MSBCRy*<{lD#Y zA7EpfmEPC5$D%AbF#QjPJ-YxWSh1w*{qGGA8N?rwmF^>m6*e~06@Ha9f|EJL17_2-j z{I@+K7e`&$jg}9*$Rf`|k^99T(Ei;_-)k^_H1F{~ASdkbK3(#QXTSTYTKV2O;g4pK z{r%^CK<*XozI^f=^zVL}=m-qS9{bPt9LL=@cYhNB-%>SkW~L^9w1i8_ z$&m(1Wck%>dU1Ns#6!jTJjU~Eo9?h4LlLV{)C}&EF)T z1XTfAAl1QWV1C_bZMJ+Itn#Ox`rr7fJQJw~8X1y*Ukoa8Ge{bJn;!DMPuU=g$LZ!e z*D8{-qK_1I<5K7%aL@_31A zm}J|rf8%;4h+FCTbk=~Ejs4xd38b^$K-w9rx4&s4xlsc$hk4;yM@d*Sun&;!<=5>& zf*wHT#gmoR4*;Lx1Jvyof17!7uUq5GHS369+LFOPbOBiUB^hb3W~BR4Xguo@KY8uF zJA|^Q0Q_Hi`{sWS=k6D-oIY5!Q_ou~h^ZEgb?K^EGD{%TsKtJ`K~^|F)RH|n+iZM` ziO^+okZ^qu-@^jroBoN#b{0ZwrEuM>f{v5d*a^1eC8t1X(2_c59B%>%43UE zwV?%V*O=XslQZ7@Vg>f5qT>qNPID&r`2Y0sH~Tg|cb?qrt*t%=TLH%4qs{`t;X55e^}*F`|=xVaqC1{bHkOlehJ2pajyVeI zh!#ptH6;*7d>0|x$wB_oYo1Hr50KQ;q^!2zs%iETSlF@R3rn^`su)a!&}D_a?At@% z&)(bf`6`aR^G-fQGo`qPeRd1*)iJ!qcL+JS9XaOYd8P%X9XmdFJ=1^2Ky{w!T=}TI z@?P&h!PZF&m_Wk+Ywt>fn!2JeAP%WI5U{Q+NsS|Q14TvlMBF!U6vdULE=*MfBpS9P z#H#4HV2e{MiHWINr|M8E0yQBa4q~JlNo5ceBS932NI*#ln5_?F6o-3L)0xiHnVVmk zNABgGbI*6a@0|B?lX($%ljysp%3tGho$_s6;c$vMG?Z%A(XzVEEzbs|U^onWKKy1f zhMoGt={`VXKmhIAgotyPKAG<&Tx?;ZfWwKUn7!SbTuCG-KLW>PQsxiA2_m0eWzV#1 z(!jVtMh^7Jhbw3&Ed?S9S9t2enEb!NqyRU}^}+Ll@TyWmbZO5&t0{MZ7N37kSuwRa zs%eBA*zxJ%Y56GZhvk;k47W5zV{z%$C|m4oDM*OWov~$5gP~>9nY(tg%CZKt1-Yrt z)Nq(5-A;VUSz^Q$b>g%7+ha>@?%h~9+76ZkFD-)?M<$y|62T9 zn7`~hC*te3_UoX_H$z8+K^y;AN=yYUK%a z+J3dSwpiW*@YR*MtZsvp=aPG;+L2ei3SJ`PW)9}6)3|Czo{%S8+HBf59rTRs@fFIQ zzt@Ui3iWzYhBnFvMllrSR$P!m8>BG4>bT@0XzK`>3@KvS^ z{w0vB%8wItT+i4e*5N~SBD1qUao_+J&wCnM=F4o)C=9;+!aJI2VsR`WM!C)|oEB7d zx{|6ZXv;Q|8^l8c2!L5h&VO7NKN6Qoi|d4~Lb_YUolYP4W;=LK6Xocs(itMQUZ#CM zr^JJ=pJO=X2DpPDsT_5xGOkgkZE2nJglPzR(4ws*pB!!h35H7&>V+AK)@9k4KSFrs z7K7NZkgpdT#&ZBSs3f+yl2p3?y~>fB3)g4U+Q`SGgZv6ez*a-ApN_9qCMEwgL!nwm z3#@Xlq}C*V?Znsf4d*yH136Q|#TnjqZo3;-kfbv*O7xA5DI8PiOHebkZ}62!yDIm4 zLLH%)7EtA>3!?>PY5dlCdr3Enb&$n@S zyw)2PZqPGbi4>*YXiPCT+`(c?x^u4&!>n!f+raVo@~GT+hOyCc>A;|fVcL8AcJDpdy4Q8ga0w0B5hkzCg9QpbnTy92}ulZak@L?)6Ylp5NI zZ3+9;3pGbt&I8O@jJzekdbWKApZ?hZasWRj-Fi~PRLSO@?#*Y zdV8>%;K48?mp*3DYcnRbbtd`TV%J2nnO@S0il%7C_OGa92_cUJ(7d&?vEj4C8OEYi z+6f^&Fs}n1amSY^U%vU~@y6)*Cx@D^kPk#QGa^chqNV^~VqOy?ipo}<4)yRQ9O=ID zI77iGb!*X*6LhBfeBCR!3(q>Al7-!Rs-Z696$y=L0rd*tLPcqmH5L=rPG2<4~Il+(7I8;flt7zdCpa8<0IAi|m_^h{p>Y7A>%P z+!>5`+t$@tf5a|E^}!S$;Memkniy=$Pp^Dry|%z%jcg^jV^Jv09>g)wXDNV-#HM6%Gv%VVc&iRJ>D>(kLCA(62o9v} z-YW=#U`>u72=W)I#6A4iyMEhqD2s8A9)xQ^_UE~hcUv!bim2HE)7S9ixmmeCl?{CID|FQr8 literal 0 HcmV?d00001 diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js index 93400a81c9c..b11ba575f09 100644 --- a/docs/my-website/sidebars.js +++ b/docs/my-website/sidebars.js @@ -379,6 +379,7 @@ const sidebars = { type: "category", label: "Logging & Observability", items: [ + "observability/lunary_integration", "observability/mlflow", "observability/langfuse_integration", "observability/gcs_bucket_integration", @@ -402,7 +403,6 @@ const sidebars = { "observability/wandb_integration", "observability/slack_integration", "observability/athina_integration", - "observability/lunary_integration", "observability/greenscale_integration", "observability/supabase_integration", `observability/telemetry`, diff --git a/docs/my-website/src/pages/index.md b/docs/my-website/src/pages/index.md index cea3dc52b56..a13e556eab3 100644 --- a/docs/my-website/src/pages/index.md +++ b/docs/my-website/src/pages/index.md @@ -337,10 +337,10 @@ LiteLLM exposes pre defined callbacks to send data to Lunary, Langfuse, Helicone from litellm import completion ## set env variables for logging tools +os.environ["LUNARY_PUBLIC_KEY"] = "your-lunary-public-key" # get your key at https://app.lunary.ai/settings os.environ["HELICONE_API_KEY"] = "your-helicone-key" os.environ["LANGFUSE_PUBLIC_KEY"] = "" os.environ["LANGFUSE_SECRET_KEY"] = "" -os.environ["LUNARY_PUBLIC_KEY"] = "your-lunary-public-key" os.environ["OPENAI_API_KEY"]