From 402869844ec54c57a198d2c6e94aa66703b001cb Mon Sep 17 00:00:00 2001 From: Larry <890747+Blackmist@users.noreply.github.com> Date: Wed, 28 Aug 2024 16:18:16 -0400 Subject: [PATCH 01/33] secure playground chat --- .../how-to/secure-data-playground.md | 201 ++++++++++++++++++ .../ai-search-managed-identity.png | Bin 0 -> 71416 bytes .../ai-search-private-endpoint.png | Bin 0 -> 48527 bytes .../ai-search-public-access-disable.png | Bin 0 -> 64996 bytes .../ai-services-managed-identity.png | Bin 0 -> 51759 bytes .../ai-services-private-endpoint.png | Bin 0 -> 32016 bytes .../ai-services-public-access-disable.png | Bin 0 -> 49490 bytes .../hub-public-access-disable.png | Bin 0 -> 49819 bytes .../private-endpoints.png | Bin 0 -> 84583 bytes .../search-api-access-control.png | Bin 0 -> 62240 bytes ...select-network-isolation-configuration.png | Bin 0 -> 70994 bytes .../storage-account-public-access-disable.png | Bin 0 -> 116081 bytes .../storage-private-endpoint.png | Bin 0 -> 34235 bytes articles/ai-studio/toc.yml | 2 + 14 files changed, 203 insertions(+) create mode 100644 articles/ai-studio/how-to/secure-data-playground.md create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-search-managed-identity.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-search-private-endpoint.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-search-public-access-disable.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-services-managed-identity.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-services-private-endpoint.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-services-public-access-disable.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/hub-public-access-disable.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/private-endpoints.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/search-api-access-control.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/select-network-isolation-configuration.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/storage-account-public-access-disable.png create mode 100644 articles/ai-studio/media/how-to/secure-playground-on-your-data/storage-private-endpoint.png diff --git a/articles/ai-studio/how-to/secure-data-playground.md b/articles/ai-studio/how-to/secure-data-playground.md new file mode 100644 index 00000000000..653f1f1001d --- /dev/null +++ b/articles/ai-studio/how-to/secure-data-playground.md @@ -0,0 +1,201 @@ +--- +title: Securely use playground chat +titleSuffix: Azure AI Studio +description: Learn how to securely use the Azure AI Studio playground chat on your own data. +manager: scottpolly +ms.service: azure-ai-studio +ms.topic: how-to +ms.date: 08/28/2024 +ms.reviewer: meerakurup +ms.author: larryfr +author: Blackmist +zone_pivot_groups: azure-ai-studio-sdk-cli +# Customer intent: As an administrator, I want to make sure that my data is handled securely when used in the playground chat. +--- + +# Use your data securely with the Azure AI Studio playground + +Use this article to learn how to securely use Azure AI Studio's playground chat on your data. The following sections provide our recommended configuration to protect your data and resources by using Microsoft Entra ID role-based access control, a managed network, and private endpoints. We recommend disabling public network access for Azure OpenAI resources, Azure AI Search resources, and storage accounts. Using selected networks with IP rules isn't supported because the services' IP addresses are dynamic. + +> [!NOTE] +> AI Studio's managed virtual network settings apply only to AI Studio's managed compute resources, not platform as a service (PaaS) services like Azure OpenAI or Azure AI Search. When using PaaS services, there is no data exfiltration risk because the services are managed by Microsoft. + +The following table summarizes the changes made in this article: + +| Configurations | Default | Secure | Notes | +| ----- | ----- | ----- | ----- | +| Data sent between services | Sent over the public network | Sent through a private network | Data is sent encrypted using HTTPS even over the public network. | +| Service authentication | API keys | Microsoft Entra ID | Anyone with the API key can authenticate to the service. Microsoft Entra ID provides more granular and robust authentication. | +| Service permissions | API Keys | Role-based access control | API keys provide full access to the service. Role-based access control provides granular access to the service. | +| Network access | Public | Private | Using a private network prevents entities outside the private network from accessing resources secured by it. | + +## Configure Network Isolated AI Studio Hub + +If you're __creating a new Azure AI Studio hub__, use one of the following documents to create a hub with network isolation: + +- [Create a secure Azure AI Studio hub in Azure portal](create-secure-ai-hub.md) +- [Create a secure Azure AI Studio hub using the Python SDK or Azure CLI](develop/create-hub-project-sdk.md) + +If you have an __existing Azure AI Studio hub__ that isn't configured to use a managed network, use the following steps to configure it to use one: + +1. From the Azure portal, select the hub, then select __Settings__, __Networking__, __Public access__. +1. To disable public network access for the hub, set __Public network access__ to __Disabled__. Select __Save__ to apply the changes. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/hub-public-access-disable.png" alt-text="Screenshot of Azure AI Studio hub settings with public access disabled."::: + +1. Select select __Workspace managed outbound access__ and then select either the __Allow Internet Outbound__ or __Allow Only Approved Outbound__ network isolation mode. Select __Save__ to apply the changes. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/select-network-isolation-configuration.png" alt-text="Screenshot of the Azure AI Studio hub settings with allow internet outbound selected."::: + +## Configure AI services Resource + +Depending on your configuration, you might use an Azure AI services resource that also includes Azure OpenAI or a standalone Azure OpenAI resource. The steps in this section configure an AI services resource. The same steps apply to an Azure OpenAI resource. + +1. If you don't have an existing Azure AI services resource for your Azure AI Studio hub, [create one](/azure/ai-services/openai/how-to/create-resource?pivots=web-portal). +1. From the Azure portal, select the AI services resource, then select __Resource Management, __Identity__, and __System assigned__. +1. To create a managed identity for the AI services resource, set the __Status__ to __On__. Select __Save__ to apply the changes. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/ai-services-managed-identity.png" alt-text="Screenshot of setting the status of managed identity to on."::: + +1. To disable public network access, select __Networking__, __Firewalls and virtual networks__, and then set __Allow access from__ to __Disabled__. Under __Exceptions__, make sure that __Allow Azure services on the trusted services list__ is enabled. Select __Save__ to apply the changes. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/ai-services-public-access-disable.png" alt-text="Screenshot of AI services with public network access disabled."::: + +1. To create a private endpoint for the AI services resource, select __Networking__, __Private endpoint connections__, and then select __+ Private endpoint__. This private endpoint is used to allow clients in your Azure Virtual Network to securely communicate with the AI services resource. For more information on using private endpoints with Azure AI services, visit the [Use private endpoints](/azure/ai-services/cognitive-services-virtual-networks#use-private-endpoints) article. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/ai-services-private-endpoint.png" alt-text="Screenshot of the private endpoint section for AI services."::: + + 1. From the __Basics__ tab, enter a unique name for the private endpoint, network interface, and select the region to create the private endpoint in. + 1. From the __Resource__ tab, accept the target subresource of __account__. + 1. From the __Virtual Network__ tab, select the _Azure Virtual Network_ that the private endpoint connects to. This network should be the same one that your clients connect to, and that the Azure AI Studio hub has a private endpoint connection to. + 1. From the __DNS__ tab, select the defaults for the DNS settings. + 1. Continue to the __Review + create__ tab, then select __Create__ to create the private endpoint. + +1. Currently you can't disable local (shared key) authentication to Azure AI services through the Azure portal. Instead, you can use the following [Azure PowerShell](/powershell/azure/what-is-azure-powershell) cmdlet: + + ```azurepowershell + Set-AzCognitiveServicesAccount -resourceGroupName "resourceGroupName" -name "AIServicesAccountName" -disableLocalAuth $true + ``` + + For more information, visit the [Disable local authentication in Azure AI services](/azure/ai-services/disable-local-auth) article. + + +## Configure Azure AI Search + +You might want to consider using an Azure AI Search index when you either want to: + - Customize the index creation process. + - Reuse an index created before by ingesting data from other data sources. + +To use an existing index, it must have at least one searchable field. Ensure at least one valid vector column is mapped when using vector search.  + +> [!IMPORTANT] +> The information in this section is only applicable for securing the Azure AI Search resource for use with Azure AI Studio. If you're using Azure AI Search for other purposes, you might need to configure additional settings. For related information on configuring Azure AI Search, visit the following articles: +> +> - [Configure network access and firewall rules](../../search/service-configure-firewall.md) +> - [Enable or disable role-based access control](/azure/search/search-security-enable-roles) +> - [Configure a search service to connect using a managed identity](/azure/search/search-howto-managed-identities-data-sources) + +1. If you don't have an existing Azure AI Search resource for your Azure AI Studio hub, [create one](/azure/search/search-create-service-portal). +1. From the Azure portal, select the AI Search resource, then select __Settings__, __Identity__, and __System assigned__. +1. To create a managed identity for the AI Search resource, set the __Status__ to __On__. Select __Save__ to apply the changes. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/ai-search-managed-identity.png" alt-text="Screenshot of AI Search with a system-managed identity configuration."::: + +1. To disable public network access, select __Settings__, __Networking__, and __Firewalls and virtual networks__. Set __Public network access__ to __Disabled__. Under __Exceptions__, make sure that __Allow Azure services on the trusted services list__ is enabled. Select __Save__ to apply the changes. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/ai-search-public-access-disable.png" alt-text="Screenshot of AI Search with public network access disabled."::: + +1. To create a private endpoint for the AI Search resource, select __Networking__, __Private endpoint connections__, and then select __+ Create a private endpoint__. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/ai-search-private-endpoint.png" alt-text="Screenshot of the private endpoint section of AI Search."::: + + 1. From the __Basics__ tab, enter a unique name for the private endpoint, network interface, and select the region to create the private endpoint in. + 1. From the __Resource__ tab, select the __Subscription__ that contains the resource, set the __Resource type__ to __Microsoft.Search/searchServices__, and select the Azure AI Search resource. The only available subresource is __searchService__. + 1. From the __Virtual Network__ tab, select the _Azure Virtual Network_ that the private endpoint connects to. This network should be the same one that your clients connect to, and that the Azure AI Studio hub has a private endpoint connection to. + 1. From the __DNS__ tab, select the defaults for the DNS settings. + 1. Continue to the __Review + create__ tab, then select __Create__ to create the private endpoint. + +1. To enable API access based on role-based access controls, select __Settings__, __Keys__, and then set __API Access control__ to __Role-based access control__ or __Both__. Select __Yes_ to apply the changes. + + > [!NOTE] + > Select __Both__ if you have other services that use a key to access the Azure AI Search. Select __Role-based access control__ to disable key-based access. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/search-api-access-control.png" alt-text="Screenshot of AI Search with API access set to both."::: + +## Configure Azure Storage (ingestion-only) + +If you're using Azure Storage for the ingestion scenario with the Azure AI Studio playground, you need to configure your Azure Storage Account. + +1. Create a Storage Account resource +1. From the Azure portal, select the Storage Account resource, then select __Security + networking__, __Networking__, and __Firewalls and virtual networks__. +1. To disable public network access and allow access from trusted services, set __Public network access__ to __Enabled from selected virtual networks and IP addresses__. Under __Exceptions__, make sure that __Allow Azure services on the trusted services list__ is enabled. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/storage-account-public-access-disable.png" alt-text="Screenshot of storage account network configuration."::: + +1. Set __Public network access__ to __Disabled__ and then select __Save__ to apply the changes. The configuration to allow access from trusted services is still enabled. +1. To create a private endpoint for Azure Storage, select __Networking__, __Private endpoint connections__, and then select __+ Private endpoint__. + + :::image type="content" source="../media/how-to/secure-playground-on-your-data/storage-private-endpoint.png" alt-text="Screenshot of the private endpoint section for the storage account."::: + + 1. From the __Basics__ tab, enter a unique name for the private endpoint, network interface, and select the region to create the private endpoint in. + 1. From the __Resource__ tab, set the __Target sub-resource__ to __blob__. + 1. From the __Virtual Network__ tab, select the _Azure Virtual Network_ that the private endpoint connects to. This network should be the same one that your clients connect to, and that the Azure AI Studio hub has a private endpoint connection to. + 1. From the __DNS__ tab, select the defaults for the DNS settings. + 1. Continue to the __Review + create__ tab, then select __Create__ to create the private endpoint. + +1. Repeat the previous step to create a private endpoint, however this time set the __Target sub-resource__ to __file__. The previous private endpoint allows secure communication to blob storage, and this private endpoint allows secure communication to file storage. +1. To disable local (shared key) authentication to storage, select __Configuration__, under __Settings__. Set __Allow storage account key access__ to __Disabled__, and then select __Save__ to apply the changes. For more information, visit the [Prevent authorization with shared key](/azure/storage/common/shared-key-authorization-prevent) article. + +## Configure connections to use Microsoft Entra ID + +Connections from Azure AI Studio to Azure AI services and Azure AI Search should use Microsoft Entra ID for secure access. Connections are created from [Azure AI Studio](https://ai.azure.com) instead of the Azure portal. + +1. from Azure AI Studio, select __Connections__. If you have existing connections to the resources, you can select the connection and then select the __pencil icon__ in the __Access details__ section to update the connection. Set the __Authentication__ field to __Microsoft Entra ID__, then select __Update__. +1. To create a new connection, select __+ New connection__, then select the resource type. Browse for the resource or enter the required information, then set __Authentication__ to __Microsoft Entra ID__. Select __Add connection__ to create the connection. + +Repeat these steps for each resource that you want to connect to using Microsoft Entra ID. + +## Assign roles to resources and users + +The services need to authorize each other to access the required resources. The admin performing the configuration needs to have the __Owner__ role on these resources to add role assignments. The following table lists the required role assignments for each resource. The __Assignee__ column refers to the system-assigned managed identity of the listed resource. The __Resource__ column refers to the resource that the assignee needs to access. For example, the Azure AI Search has a system-assigned managed identity that needs to be assigned the __Storage Blob Data Contributor__ role for the Azure Storage Account. + +| Role | Assignee | Resource | Description | +|------|----------|----------|-------------| +| Search Index Data Reader | Azure AI services/OpenAI | Azure AI Search | Inference service queries the data from the index. Only used for inference scenarios. | +| Search Index Data Contributor | Azure AI services/OpenAI | Azure AI Search | Read-write access to content in indexes. Import, refresh, or query the documents collection of an index. Only used for ingestion and inference scenarios. | +| Search Service Contributor | Azure AI services/OpenAI | Azure AI Search | Read-write access to object definitions (indexes, aliases, synonym maps, indexers, data sources, and skillsets). Inference service queries the index schema for auto fields mapping. Data ingestion service creates index, data sources, skill set, indexer, and queries the indexer status. | +| Storage Blob Data Contributor | Azure AI services/OpenAI | Azure Storage Account | Reads from the input container, and writes the preprocess result to the output container. | +| Cognitive Services OpenAI Contributor | Azure AI Search | Azure AI services/OpenAI | Custom skill | +| Storage Blob Data Contributor | Azure AI Search | Azure Storage Account | Reads blob and writes knowledge store. | +| Cognitive Services OpenAI User | Azure OpenAI Resource for chat model | Azure OpenAI resource for embedding model | Required only if using two Azure OpenAI resources to communicate. | + +> [!NOTE] +> The Cognitive Services OpenAI User role is only required if you are using two Azure OpenAI resources: one for your chat model and one for your embedding model. If this applies, enable Trusted Services AND ensure the Connection for your embedding model Azure OpenAI resource has EntraID enabled. + +To enable your developers to use these resources to build applications, add the developers' identity with the following role assignments to the resources. + +User to Service Table + +| Role | Resource | Description | +|------|----------|-------------| +| Cognitive Services OpenAI Contributor | Azure AI services/OpenAI | Call public ingestion API from Azure OpenAI Studio. | +| Cognitive Services User | Azure AI services/OpenAI | List API-Keys from Azure OpenAI Studio. | +| Contributor | Azure AI services/OpenAI | Allows for calls to the control plane. | +| Contributor | Azure AI Search | List API-Keys to list indexes from Azure OpenAI Studio. | +| Contributor | Azure Storage Account | List Account SAS to upload files from Azure OpenAI Studio. | +| Contributor | The resource group or Azure subscription where the developer need to deploy the web app to | Deploy web app to the developer's Azure subscription. | +| Storage Blob Data Contributor | Azure Storage Account | | +| Search Index Data Contributor | Azure AI Search | Required for the indexing scenario | + +## Use your data in AI Studio + +Now, the data you add to AI Studio is secured to the isolated network provided by your Azure AI Studio hub and project. For an example of using data, visit the [build a question and answer copilot](../tutorials/deploy-copilot-ai-studio.md) tutorial. + +## Limitations + +When using the Chat playground in Azure AI Studio, don't navigate to another tab within Studio. If you do navigate to another tab, when you return to the Chat tab you must remove your data and then add it back. + +## Related content + +- [Tutorial: Deploy an enterprise chat web app](../tutorials/deploy-chat-web-app.md) +- [How to configure a managed network](configure-managed-network.md) \ No newline at end of file diff --git a/articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-search-managed-identity.png b/articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-search-managed-identity.png new file mode 100644 index 0000000000000000000000000000000000000000..963a1db539717e61e81a4446db8c5e814ebfa464 GIT binary patch literal 71416 zcmeFYbx@qm(l<;XxP<`0U4y$za0u@1ED{_RcL?qh+%>obcPF^J1$TG-mgGKG->K() zPu2VUcaoxNcV@1>x_{Ht)3(8KGGd5u*l=KAV2Bdp!U|wu5bR)J;G!^4pb_Iax7Ue& zS0y!|g1!@>jh(fznFW9l=wbsP1UQ=+gMm3OSjt%YALjYYg}g9wxJVXKYj3 z&;op9nb75C_m8=5Z)@E$gEc3_vTlP+#H#&C;A$wlH{XPTFZcOQ{Lm4bgIdb+oXGXK zb;fMtJyEc96Jv`GhDxy*Dp>&=B?)fgY^>KH)(~W;>m5Q%n-hFK+7rHiqxD(+pr+{8 zcQCLw{$@f#auPy9f0GF$NvcOQuXxud%z)MW&!I}fhnee9SzPlXBDj+1p?X>c=I3b^SoD42Id5@Ja zO&C$I~!u=_$Ncq9%hWS39hXDwGS=!)Xp0RQH zreC2v-rCzwNH1G>{s8|3$?@iBHQDjS6HJfYE(4=xw*(9fN!bjfWNOkq0Vn4b@h$C(R6z!Ct|Cv>*7u(IcJ<|Y13mkadyb(o%*@b?m+IWMuAv>c(3 zwH<(vg^q=efmX!X%#n$h4~~$>&d8WcL0I%J5}3t-XsCP~Vx>%AVwv#2*^M0DD6_GaI0pwH4tjO??Av2OuvoF=(Ff zZ~R%>NK5~nyp{c5D1h*wchUHJA>C>_pu`$x>vojje8Z$Dp7%(z18L=4{{}U+*D|?{6 zl_B7j6o@#T8HkQPvk`!qftj6_m7UF)mW7#}mDYgO*nrl6fysb{(b$NSg_G%@NXXim zfwWTJ;-9&CC1nI6Wx&d6%)r6SLTk)vU`WftW^72Sug_#e%f`WAz+qr)%*M>g@tc&9 zA(yDNouxi#JIyThO#t*ZRwlnEUIFJ4kdxpgW};*G$B3MTKF}ES0O$;uSs7V7+5clo z$;=X<2-JVYlaZZ?nSqsolaq;+la+<-57)mbssQZlLAv-#m63st`41DX8^Z+>2L!GD ztEPeo{3Z*MhD*o}pbxaRQ?j0QP2g*nvs4uJ!1b~P#FtKnkaBwlO zD={*2F|u(nGtn}DM*eBNwUL>z%l~Qh>+vDv`LpTbX7-@>yZj#dbEXslwtv3;`D$VI z`!Ep_{yr95`i6f*u-A7482#oGMC;F#p{c%=2>@h2{!-Y#jhp=&WiV!8Vh3;-8q=~F zv#`;!7yuY(^*K4&XpIewIN6z*IT=A8{*}7DwK331-wq&P0>Tl56-YsUV?{{$*H(S} z*Y!@OfY*HhK}O5KLHh?X22L&(R$}`9eesysSeT3q4OwYfS&bNIS@aE=X!V(l^=a8z z4FL=+OpFW+ES&$!?*9w%erv?v#N(lVHHd%POdk6G-**35@J|*L1k0Z>kYxrLdiuXx z`oHjcwW9IMtMhgL({Ye21W=bAuOQeyl}Ye<*qcHcKf30{XP_N2AejHu`zgUC==a_ zrmJx|_b&cTtrRio8r8x#mWf=o_gWOe@dOSKDuU}`sA$1NVYMM;;1fot5D2W~j!*B3 z&{c-SFSkaU4EglemyYn)A<($E4ax7>ukYS3{WbUXE&HE27+9;n<^+9l{t)>ZwI=%4 zGSYgK{|gdC9mD>klh6k#mPHR?QEPq>t}kS$NC7 zP9tsDQ63WnxeheTm5O?g@>B?M5K3k=tR>QwNkj1}#kgBeF3boN%Ys-?&=~*8Egw55oswDF(LIL$1Ck>oWu*(@G-Dmv#xrJrTj)aiY2|B_rQf_SLtor8V z_gtTP2=@3mAa)WKb45Uea~m6H3*B;L;9eyN(v#4^r&cLDjc|t9+KA*g-WvG!Xe_aE zifoliv6}xdMxS*+*iFtzY>UIle+vn=T-w%q*R$<2+FeOrTc#fLYX+y8*<{)I0QiAs z-j{WEP^`0Fx;J#HDjWfeh{d)YDV9Su>pWu=%C1_P@jLr?1X z3cW^p!Ss~rX;ao-zLnK6|CSEnUwCisWOc>Ogv5d#k4)^x@knJ6`xm(> zI`dnI-D*!BLYR(VQkQ9M9IHt_sElUpyV9TLU(s?ciE<@#*A_v%Err(_NA^8M~fR{4Sr9X5M*h zwozT+dN3NL?Yku&bYgDD0HH^&ikh8PliWY`ef-0;Sc4XH%86qO9RdzJi#(rVxQcxr zXK_qK1XAn$KD7)kzl@kz;G-QZNU!uCcg6U#OAZ-B;NUskZ*9hQ0+9*wzgI+6RrTGD zM|!g8-C@SLS*7Yeu`ic4*laU{iIPuuejg0FTjAfh-ACkbNVIx*3bS!Uv7c`b8#-|< z_&Vg~TOfYSWo+`2-hvCj$3BrThS$Vc?F#Wmy)OgB?R<4#v6{9kvy54P+746?x~k;v zR9uOl!kYKF8Dnb?i;b~ua0v8u zv>fu@(vniM)!Cvu8Mm$Jrl&VATXsCIv9YbjZc08ia3@vff2`M80wh1mpll~piQ{5X z^)CuOUm~jU9Ngc>oiL{aLt>E~A|r4#$>_P6v!6I_GLcm*;i*VD(Pv#k0G=AoqisuK z@W?)PBf9EM`tGG8d|uu2ovV~e;)~3cjGV0M>)dZD*;VYKb@uHQJ0?B2`_Q(P?5M$j zvFZcpgZq-v2Cp2XH>u%4aTmEbo;yN#VLZz;Qzx}KTBZ2B&2?!DmXMReAE|c8(prVV zO$EFtXqZgt+|pVvy%lcm7UDXH0R)H0_*6Xr9TGpQb z@RfMZ#V_&1Wc_j5YwfaN<)O|*~D*6@@XO3wB;gEtp86{Gls&`{Tn%3T#Y;^#Jh zdE4Yk;eq(F2Wzn|!4_Y6e{9wrx!-wBK?0wkzROYN?>p^^{aGOh(gvh%qZo7Dt5G7) z=S|{RPAEW+-X_gKGwk_5?=WZJ4NcxD2D5l7L%f<82HPOjd6;GeCl`aN1sOdnb$75i z!AwncH_lx5sK#)0j~QuiPv=jh67G!N+`~6!td(P^bEG3V?#pnO!IeOVLqJzKhQgfy z#=|U{-sfe}c!~-Rh)Pt%O)RhBX3dx&90+YZxB2Fw-F@`?%&&-u>LrM_@2x!?AylO4 z@(aAe>G)Joq7r|~((AWz?@FX<3+u~ZFG%_r5>!6)&=S>6YgE2H*n*00tBS+gSo@y$ zHPrwf?~~Xt6&oNgsvLjGuj85ZM($n)mo2yi=e@jZ-?t7qjK7~EcV3m8`X1h$dkDqS@Qc+*4Q7+GY zefFfyB&&92O`1}?9nd+HA}V&SVH!as3E7I79FP2=H(v=kc%m>C2}>DUno9)$a4w^M;kT9_jJ%G8(RpkIAn}Vx_9%LPlmjYrw+y zNqycB3^N>AuBtYUy1d!0eU?A7Ya*3GC#T6FOIHtKY`HPX{wmx8uu=N$UAC1(c-O!l1}V3Qyk;9y(-qEqwebQoqvM^jvN5 zlVJ_D1*ZDd-kX$?d&N_fd%^P`7S)kWZM!jy{J3-}YlqU4;zNJd3I)CZ5`2D4`HwV;V0^b_7d8E!bO)fJMv zHomNb7Y=BV^>~LA)D)@!(A%IQdw)WcXXDx*6@-}QrhQc*fiedch8z0)tji2(x^xC5 z08xZXWtUEO0m*g@V6wN9e{)@j4gKuGYIsRg??J;slZXR8uvCe0ks& zZeGE~#XJ-e9#^-e{dP=j>|nCkEW=hWPQzY)iu2_->*nTWOu8oy$Y2}Sc8s0)3|AWV zshy`h+@258x16-pyD-zYTq<;*ygDaBKc`i7hl|#g(J;e7TVCOMMdJ5<4#CuBp?XgbpYN?6w zjGV>r{^MZ8hg!OZKy-&U1&Ni0!J$Xl)ot7uz`MASRgq(AJe%C~fmBy2u?P`+H=^Q% zA)$?i&ebnDKT$6a)qEYra_=vns;eu%a@$MIfuG|!?Wu8mxC?Lz7e#%{XChFv5}pi| zo|gKIt-#&(6jf?{$MwYtGLn_k)ZDdU0+woBsD&vxuo&B^j?Dy%inX6xc1m{z+vgZ?CPZ);1 zVOUWPx~_Y9N=hXcZYLv<@UD*$AU~5a&e>Sx0ztCLYfs_xOc`FBNiX6OFFVD{>O7>_ z(}Fz&sc~h4ylmHntelQn?*goL=?5x%8VhNi;p&4O|JJ0I)xv()nub7V?8cLaLi^R5 zi-XnZ3>T83TjzCytSoV9D|#7Y<@rU^{j>DLN>Yp$|6WMVIk`rkVe9!lyVUmkbvq_q zw#v+Vk@$mq4i|yqVE=jY6JD-CRbxiOn2=jZL+xsdVH#LQ&1HWIwp#11^7XPwW+8it zuhzniXD?cc(T)#jpF?RamdAbcJ$X_s+AZE#$r$$5+sBnAVz%CG(gXBgDFi~OI`U;*d0X2Z{X3-v4fT(7J3bJ1#^h+DvX$8N4X!bdD z+rqpq)f;$=F0lqDIzeqlC9%gSy*NT!<_46DR;)^f9QY+?(zvTgq4c=*o#)Qf9x*F~ zpiJz|jn15r`5VETl~lX0lzEj2@1TKSwkwM`0CV_nH>?LmU;5wEaIa(Yt`S!Zk@mXZ3mPrdEhPLDo83ZSUJdG{tRf$I3 zlpC|##v%cDlyeu$O$)^{dv{;~K%=TjEaw7phHugCdfvQxLz;|jhQ1wHb{P9@+MXL^wJ*kO>`Xd zAK^^}zZEq5Zk?HvEQd>7i%Ae!jBVd+3gI$Kk+2ZL#cx8R>&nDC%b2Es3n*uA#u;7k;CnjpUbF3 zas0Gj6^5rTS@bQf9%Svg43$*7byg&>#~t;3II+{6KWT5i-Jwz2C@Ka8KU_#NhEz;d z4Gx&Nh-E2#XJir(FO%iaFi1$);Ki zmG{`J?Vc-^$1htk%*VtLPii`z_=DWhON-eoVbFg z%t<_@N7jm>e!Gw^fpM`@?+!s21;a#Fk1WkUOW$GvI+GK?=m;AsHDj_zhI}c$$%?PV zBilTtJbP#rm<=6@kRqbi^uNR6=1Bgob&E=c?lPRAEqE8e!*2<4>7L8%)wym&~S1!lBR-R$XkGYMT@^!7x&}mc=i~E6SXg*}|Kg z=l8%iMDB^X8wkNqcR}5f~j6nW!&2K1?aq{G8JV&hB zpyxA?3(xE2VO2s(Do&RPc;)5vF zduqo!f=yoml44Ur!Xq6p_7y4zLg(>`7-0IQG z?hwZ^+>o`E;WY20c=Hr{D*5#UDeywIVl94UOU?d;jjf!8p(j@5P%VF{A!2#dBn!)% zdLiN9LzIj8`?HXb{)Y6*jASiAh)vH!3rbr?;D+P0ivk-L)cwt@!5lriS@pJ5`BI~R z>0)XRigH`1ftwPNgBjBGC6`FaDaF%A^O9*@Ta`PRRNY{JDjDRS;^R3!yA|BM?o09y z*sjf>sKlP_#ssx=KL2_}T9)Iv&Y6H5t@O%>Wp336{>WbXcQV8Wc^+l8cARr7Ox0K4 zXcJfYN4D5aD)*;7O7;s(^u8Rs1)p=*bf;BL)*HgR$@VhVuEtNs>?L6xZPOepWHc2e za@ZQk>E*B(_DaE8fU-$JL{z<;K^xSmVxF=$CR={Eb1;kyhtpU?lq3Ve6vDu*`LEAs zHoZv@ueQiB%?K6g zeST-=0t9R(J#x`@RITrP(<0XPEX^(Z)UFd$((60}ma3?`A+v3%Q#6T=uU$wZvegd`w0xw$LM!EoMQ0#RT#UtoZ+3i(y`~i zO=d*|UlT*?l@vpetWh9zMA|;ZM@-(qrrUSi)DE$FPR&_O z-F8lZC_t4-KQ_KuZ8MtYPa`xxr%Z0U4WNbQ%I$q61ERIVQP1fRbnM6c7?2nKvf>2B z;kj=vll~lIMUiTE%N5hg%oJcPOR$qN+4tsl{6Dn)H=xs9zgY<@ZX0cT?z-8t15RE~&(1}toX`KvdBT}HEY=&( z7CCN%!-jU|Uexsn3e>UWXRlePO$&t5$MOFS1?Febw9s!6m~E-Yih-E6%HM8yh1QXG z9Xn?rGVB3MPz$a5`)%#{mfXn79WBbryG!MDClLAR1vOmyNRcWM8y|k-`F;sO#@k-` zbl%Bz0@;S^SKD))pSr47hF8XttkC#^#$LSuD6gt!+bN+XH;XdT~VPK!Dv7ntP=w-L3e1tj2ODE6`~z z`TN3^PG>Q)df@sM%*gwohJ!;D7M6{3pclpz0ELk z#M$x?)%g;y+)+87Fr*6)S50)_jF3+EkA?YGi#%%U_N!3$y*~gm;)XXeuqle^D1$F1 zlp2kjKU18C%hF}renD4mdt++yPz6^j>k-F^3fxrQL+co)W*Hf_zj}7B^_yAb8Dvp7 zvmt2=EPizLTkwgPt?lYkR+6@Xd|!T;g8J^$kLoAcqah@Np79;c#ODt+~~;M5f=4UMr7ru*#m{{ZU5JdaUeT z=ACG&?J@D5Y!M|nk(DXOg~eY_MItl`VKGguh>2@(R4T38E;gn-u$ISOI*ciI>4X4X zl9N@2z~*;dOY2_gJ4hP6IZb5gy|s>~2TfR`w`X`3?)AQB%B}6$Ev0xXi~ZRmI3Bt! zS<|uH+s>{T`TO;)MbVd~Y3NXu%Q!`zXM;-=Kv%ITnq!lk`6mIth2g?kE zS=7I22L{*q2i8V6p7-9)#{7?_W4s)oP3Rt|ILw$drp0cWx zWe=@|vns6l;tW%`3Y@puTl@4YZ#5>)(|y7oIcV3CpHT9*J|Ku>(T)2%F06)*k%@fXQ;iC zXA9Kw(px1d+$q-{=q$C=uCZ|$vMuR1#oz`0GK9ZEZstA9@{9iHxdE6KCNI0e&RKN8eOP;i5J`6r20vJmX}M*mUlKVrQWg=7hij7fcWGc{moZ! zdBD(1{_|}HMpM8y>HeJhBO(<#jj!ygzpQREGKFSa{dzUGnfW$rp>wy6@scn4TYk{l zS!b+2omI*Hkx_piJc(BNkB-{5;t+`t{;?+irk3;XN?ff4u2` zBJpnuPX>uN4s7skFZ?e;LLPV&vgvU#Xghg~hP_d#F#}ip&y{EauLi064tI%VYBrkl z#IZM=fS&B*h@{xU;(X&4;I9%^fKN4cyyN+%1gu53i{;Yo*#z^)R}gH8{zvJaMGDF_@=P)^GV!!dC53zzx8A=CIy4$ zlCkXzb$mXMK`+X}UibZAU5O`e%lAJ_J8@oz=j^m^{}KfvtI8{H-8VT2avv!;8DOf_m4SzA zbg@dzR=8Zi`_-=8-@6`OcWK%EBy)c_szbxTu%DD>m+*g;ZoQdpt!tu{Z(92B`zd4G zB$f!V>h75IY0K1bTFz}nbchI!3&HR6Nol{dYUyr=g0p&&%b2n*w#~5e^n49ljrFpC zv~ts0E(Kktt0aFV)9))TyauW^#+<&mJ_ z;aC^JS#NU2n1cI3r}gPt6aVRn&E;&DGg z%-*^F5;VizDK^RY_F6~n=41t7+uIwlMxh%1i~q%a>V>rL*Jgs|f?7QGsu0{p(uFws zO%>yPt#Lgco%wbyk3&`X5Aw<2ijtjfs6&X zGS9BJIB+o=5_f^2IiJODQmBCS0dce%Gsk!ay(Zjh4gD{odk2f&uw&2rLM85{LMUTj zWtv(_({5qMwJdQ#m%td+k*Ki#YO4n>w__Lx9Pm?7Z9HfsT)p$npAfYpn$|7fK&r-O z?dbyvf1I6J5hUjI0(0|Z{4)wOKA(k)KJujB<5SnlUfWZ+B09Rl>p2;DS=;uLZMv-+ z4!oOeqp%qU;{YoAb%}JiG+sklh`O;u z-x6_ou{b^hS7sv-Xd&{5EOtj>@S!rE?yl96Bp9STfhC=0cP7u>t}#pkhs_@=T= z5GxR;E#oA&X6rpIZe_!*a8%bHb?R6rZj+*ql|Vmt_|psUu&U^w^|B)RGP$c5Iz zc*N4WjN*t6x@3Y>^CxT5jvjJtgR1L{B=8B`Px(}e9pu1q0N$tsUYu!ZXkrJ(j zn7Y;HVx^$p;Fv>9*k8yjvJX9N=nui8j%lH|IR;Co$#zzW&=j3FXQiS@i>-7W@myA{ z+ut0TG_Ed5Ze)L>aUHH1x?&fuuQLJNG#;2DTxUa`&JjP5#_6l7Pk1Q~(m3t&Z&nTI zS`#x~+-sG7+gQ^2z0$>Jn?(Mnhi{M0OCnEE$>xGSoYCO1MRFPY{l##+fa;y+v~-XH z<|xb4P=DR!@4GhCXb3~Jt{t0)?2Zu8eZ=0{JHs%t1xK1g8&*zOQRJ4)FX zD1Jt1(j69LT{|c)kW-8>o@J|g?|Y#?Y;J71fBL;CfS9#GX+kN+4rvCz3>V~u`lhVB zpz*Otd{zOK_9LE3WZL|O(-)};l3_0=qP0e^+YtB&2Up%^8C8boEFX( zmEL9s<*$>DKhv`Yme$f)l+)<vj^ zo#_PB`#AE+DUIR?gEFmHlzaB8_Sw@w-4NOca7%!_?W-ujI8sgRNPRZ0kVbBsp7P0+ zE5Jb0b~bkAX{S)N8L)OYB<{E4$3?QxKrSWHF?b6qzl+Z*mZ8jIZF{&mKrLju>P|R_ zwgGV-`N|9AVtoo_lH!R^h|c5HEmhr(`&d-(lB6Rj1b^TC>!~3beIe^;>!q@K^>-9T zrImV4(43V&_jbk7GaYAjPG)gxTRxd|f-^bbS+wv&$4d8|C%1uWR=r`-Vt0<6;OQRK z2)ykjOxP=r@YGiRBU~g{k~*2@o@7m{OC5G;c#4krnvu6v2HLvemY!sq)YW6Sr6xVR z{3Iu(W^rxjGUZsp%JZ*^}czs%OFswNCwsl8Uk2i41>I1K|}ISp?Q zXl6}_PL>OcApwoUWJ*&a8YZ{Rw*}_HO_*%;7t=~eTL5W+D;145TQkPVC2o{*Dd;Y* zFmEK(*{gSf{B|QNgq|V1U6r?s3o0%TI+5|v8GeNPDM3n3 zPezTtTOYk7b}Yzji_O`V`ex1y-sM)YGSdk1ccD|3_~O}u$8d@xm`8AOHnko)DYK1F1WLJ(&*|~`_1q;vGd$Pa$Guy zf^oxX^C0tVOXE5nxaW~)kAy!MlCBBQ(|DAy|SFxK_jH1G;D=CxC^YPWQ1Qln9ILVaZ45E6- zbEDem{Fi2E(MB{!Le^<>dAO06kKpB6>ahkFsmIbvdJaKyD9sMDB$?0XYgdJ#?8+f1#pq|-oI(5ieW8&ECkD}S&;HuCc_P1h!WTpllOg0uDK_unz6-odJaX& z(*q(?EfOzU{e^MZk3uk=VgP8&T&;2HK=L=98Zz|`2p{vBf$TeRKzrf^<+7*uLy6V>~e4$oz z*vE&NEaZJ>NkMzO#J(~;r=L=Bs55;L!8;b#40{V^M!iqry9vC5`Rb}RKPxpp z2x|@>_3m99TMi{Mx_UWVtiSmHz*3$}noPoUN`qxfKcC+!n69F7n{{%tHGf<#H=k#n zOOd#lpu#l;Pr>6&#L=fq`@+Kas6@Q{mp>*-*;s}N3@)aze=L~#zzEcXyv>ZwbR44Y zvGIzKAu`ztmjcK^8TjoGT$Lm5TZEQ}JB72MdQ0pyFO6QRLA4J{Sxz?$bMsnSf?XX* zTn)I>9548hbJ6WSP}qDGW2fnGEdub?yu0(~%M-NpTx@Df=uf#B4{8gYS}_ZwS_B zc0Y+-+e&~#{-ivG^o7J`I?|=`W%v?NgfnsSVp%|v*FWUJ^gV?c`k>B%N&F@TY-A9if<^=6wqi2=q1g@Nwro$twCo+qn@+W| zKLxmvWpOg#l@@3UYIh&2DmD*Vab#W-w0^@s@?!znjCf|l{A2|%1k8y&{j}=}7ucnI zMChr_FGDLQmJDBh^1iby%&l-#MM+|wzU`!-g>0&g{ub4#VNT|ceKW?T+X2IlMoWVOmgn;swN0U~a`gh);86NSWUf0zt6cc9TFBxHKUNzy%E*c-FMrb!> zv}L*;KPQJM2AHJjWMYR*#mO#o%~*VUjfO8#_ZmR4t*} zW>i=$J-U##pq3sN3%X-)gW#0!1#5R={f#oo{c_00KSICR*SiG7NsNO$V^B051TXsq zOM0dXz7=!bq_mgEyygeASsTcc7mS*p_>*|}cfF?nCb__Y{L{irFvx!Wa`m})Rsms0 zgclCvg1t7X(wP=eQE`y1zNSY6kJTVtaLAzvfq zzqhh-;4snrEi0mfc?t`Ogr-KLo`4YA^Q3JgEIi zx7O=jxs8VB;Oz778%&pN%(d|h*C9bS7O(YEi=CaFjfXWEp~1h{lCE;$PT@V~-%x*N z&Q4Pg)mLSfR=HU%V;N$eMw^lFe+3V;4;|9{9FA2fsR{f$H}UlI54ITE%gY?8%S(1! zrhNAXXpD?G96)!Lj5OSyEsQQ*&8FLwC$w=VylKVyxerT{u~9uUS5QOf|D-|$5z^L-H&$f$_BljAeS+3_AXMvpQ(_DBhjyb^PCPuTQtCrfarbz- zyewW)b$Ptvx^&a`Tp%545~s~}g%J5ArMt$oLi3dUS2BB=CowqYXlwMwaylc-tdL4n zuWu>Ak%kfrGk-1&E%3;?wzdyw8Ma4Z6R#;;la>Z9f%Xd472!6%Zt+u2?fAOqa>Znr zzDmfCPk-fRInFFzyjqSQm8~qS zWN!Q>^;sDG+>eyy%WRv{Jqru8#jy@5_XlRoORDc~z6v4z7jG#+uM6>pK-e^KQ;_Y5 zTKQTdf})mJ5RF@*;^x4)ed(?%tMCOoU>mtIi`Yy7)i`uH0UBaumKItN@-t`yLAw~# zx<6Z($g*lBPfNyk!EwkuOr-fBNkQWaQ^d*u2*Ms6WNRVr)t5-8W5b(8+GOW z7H4fDUDd8VAT93Q8yWbSZD9mhFjs_4eY0WW;w{+E6kC&VU_Zcy$%e+_ZfVU--^BQ; ze&ZSZbUflZlTWT+R3R^ipI?wi4s98JjtKG``jY{KPA2d_78qnd8y2qw+Y?f2o=0pWt;@S1&_9ojO-x_b7mQS%DuyVE}D$_y= zHDX;T5;UI7!{$#E2&kufc{az4eYcELof{){nXqqR+a>$)rz75=ABx>cDtH5fy>EQ_ z2u{tjs?u*~g;zq=iM;@KS^s4I8GOUIMa?bb&1Jf zn4a4#OYUFO6k@7gqE;IiXiGlIq*oUFE{xQul9hpfMSV<*S6szCmXLJxbN523cnnYM zpK4c-Co3WH*^>RK`Il1N@%t^a#x(Es73{4SvB)regGW=(yU2vs6iOc3AC%q+QU9%t zKd6K4_wNG&P-p#ua@w3Kyyl9T`%7wd!2reX*GVteV%WVrgjQSILC3L2&(aq z+i1VQ{X3&CQCxHIDzt1N0~(6TiVoEF!|EPf%Lj4dPP zRn;Juvj4_Rw*a9N_$wj*MR}v$-G5YQE$YoI1M7)XoDdZcK;8sFhTC-BTOVe?VU$%r z^j**gko8l>d8#WO!L;MWVaC>N;B z#2Tle91XoMN&I<5vtc<{cKuBgVy0@Z%=I`c4SKtWA6b8&#|THYwrOloq(-*k!rX3F zL|;3ocsQi-rgp2HDY(KKYR19XLGmjbciMz81O4@?$+yJ`#nDRLCb$KPt|@yo%Zaw| zyA#y${0%BlWH2I#8!PCEU#rzM-E!{XaQghKPG{?#z>8r(oeso78#@49iNL4t&{bp^ zs`kO#(DW|TJ1Z}wc6HSG;+EJk_ThtCZb~p41@R! zn?p7`6sF6^KtXHOb}n77_Ci?KBMEkQEa4IJuUoDI=AV{lFz)%_X>RU2&7aQqb)5!I zM0E;YoW5-x(otJ`YLyGk3Y?k)R!C|t`U{0s;bKD;CFT&qXW8DixV zta=RdSd34sHG`rMO>%6j53V z!9*eC*e+>4dr&{beuO~F6zGYIovB-Ywcd%2mqMQ+ST+3 zYoRVm&e->Y2xN|uv@@6PCy`p`9wKo&niVF2^-0`Bp`{1fLRjtXP{jv*@_DilH%w|@ zI^=$7u+@Yu*Mb6y&!0dsggAT9>}F=^8ULKQ2GLnbZCSb?C@p+ zhB*_MB&?@kKyPK|l=fYXmp(;O>p&^}bB#Ct7^wF&6B|hpigycyJ@3|Zvs$SdlALU> z4Dr|vG?kc+32GkmbliQKmOmf-=hWOIdx-$c9Td`p!z{ot@CP81@mSy7F|L$CN^@_T z58bo8V9Wc%u!p=S?@%kO28+qG1;nCXNUnr*qNexPwb-_H2QnGEjLp1jtUQi6kI&0vkQ|r@zMc|-5jiud1)bgOEvHKSFy~KJKAHEQJ zhZ0NQ4&Sk=i5J4Lv}Ob`Yuh!>@hw~CWa;Z~&oFDV5I@+XvOqug3yNr~>=HyyF(sD( zR_2o&+mijMh(aGFu+%iJ^q_`Bij-_%sN%HUihC;SV116VyUhZOZ`<``@h}ETNP26ujQD{Tj?H z9~2oWj`x+@66LLTi;LmSs96ZQ7PQ!OxCcL4bGXidIpR5&P-j*LdAeyb`UY_n0R4r} z*4KsoOR60?9A|JX)(eb~dE>q{SZ#WQRo>U{&T_dq+G-)BNrx2#B1ooffgR(T<#S(*~4EsuE)OQi10Qd&L2iO@uWWla^h?;>gpg??lANfBHD!}DAP7Rdi9Hg|Jy0Uk-t zM=&BR=AIn8MSQOF-*@Mu8-us3rYEj zlTP)x@jlWM=ZGyu7g?%H#{ROeqZMDsjqC4VAs(MezXq`t zvmigd_hJKc@6!pd9<}jo5-21}SpNcYttD8EV~p?0Lhgq1t1;P}1IBXc^1ynAWMI`T zv@^u_q#Ts0FNMj7LhW+GwPann<(JssQ|S(<1M>~p4ql^wUAwu0oI0Hq^iqMBO&oxRe`<`oGUlO)l@knvbhdW`NiSa zKF-GvY<68kpW@tgQQi&(p%tZxaX?-U?-$6&N&@1#COYfBeZMJ8mno~RtJIY5V;(vt z%Jc!e*Iz{_IdDHGS+d_~^b+CJ)UcDN_R=g&#C1&6*7K}k<|pMJD4vgAFk*m!I$v5H z%<9?YM!KX+)2TJHZU``E{#a6@5~IYn{GfhE3K*4za}jOc6DbQly&^bbE2^S?yaC+1 z;)Y#gVh^7+6nHegM0EJ{1+4toN{`?cIM_cpvwYXXktS1+ssKwg!e5pp89=n+v9bzk zf7?_(#qWtg|SUf-%OaC=&}&l+4w2v ziG_KIVWlUO7QOU609t|@LonzfT8fhJE60hbcMLZXcy)9wu7vKNj3?jR?JqJbfLcvX zdG_XcO+1C7UoHUHA@_Sp%<@&LCJ6nF&7)9BI6Yl^#M>QLCH{Q;i=ei@x|f?$UTA#k zfLI@{5rkLAw~L26Z(7*+>rN5KUCwq@8Puy8B$6NHjhnywzG@=*a9ONK!%VO_zG!VQ z6_gmX+Va>$;(S*M(R|mIabC_Y74@VJ^NXS(H;KIGO=EL!dw~ASP$0;Y&D2v(R3F|C zizcYwrtq(sF*c)ILCxM%y8utOo-96ZwqZeoQOPDA)K}T)P!r*7uP{qeZgDL=yeK-AuCsX-zIx~s||_(Zu+C~=E%PW`MOpe z6mE6t5KF)+q&*E@fm$T|gPWB`B?9pj{lk6FnO+k^>)_)jT@#IIj6m)*(C<6&U%VP0 zaG_Y`9Vf5ERO^78@Z;==B41|Ty;hNu$kb9K6SFY!*YNW5<)INpPLZC@5nhUzp%5W1 z@{!9NoLkEoC*E1<&ImKJjIf3g?KXjwgq1UqF&2kzG<5h~MVimzzT2u7W(M_B|Ki$$ zaV)i0`Z-KfsvUP+-yp-{j>KSj>Ng>&rMptL`&sqGs>s&nWrYNVPq66e=Y?**6B2i2 z_)Kkh7#m6*6Bp@CGiNJY8>P+QC{hMembnrS#3J zfYcOmA&}${)$>8{whFl=QmjrF`e<>5X9~I*sRjALTI}mN?BWQ-|Hsx_M#Zsh(ZWb@ z4;oy8ySux)J3)g(aCd^cyIXK~3vR)^Avle@^O|$+z27(9c)zGoy=zn3*PLsvRdZ~! zN)}PIRqw7;K-z}(;;>iII-A}%lgO*IQ<_RoH(vE!O4HY;RkIo9r#=4{F~=$FiX6x_ z`odtZl+%SF*LmOI*poLI@XM+5^v?beA!vY(Y(NzY3N>uWNj-uwMa*XI|%o!nSn z>rL*HDvtw)nkDBC6I%jgPz$U=A=^5c-|RoG_f;w)S zk`L3XIYy{)F}LA6SqsB_&VBcFS#GnMYMKgM!px=a*6ncwJtVYR?a~$tS0lLP#>d_1 znAjlTKmh*SW4QTp?|x9i{g(Uar&+g26~kKnO~2Jv)lPNmE=0r7-L|)m)rkB2>2;j# z_!Oaxa_K(VqjT}y9jD}^kn!AM54+O<(EOH`fhik@?{wXD=k zi6mQxw{ta)rsv<;wp7wn0Uv6eRrCG6c#Ls4bsUxRL0+Hax)!y=O??x}?g6zB{YFPy zBYw@f6`5JFV20gVBe@(CH{8iIT%XsD*wZ8Sy|lXi>iyT{K6{xj*@EzvD{U-q{*-PF zlKxr1?b8#a@f2Q=pWrb9zg6fXQh56-%(-D-5B7j)&;2?VJ7Uwwf3*Nv3JSdVSpsvD zd@fbz=Q@CQ$)O+4PjdI#h?1411$1a2zM)}V3MBO%@d1qaP@gS<&SQFd4ql^Slh8mX zfcxR@37uMzk(7P^aT}GEW+XR%v}vAk>6Zadz=Mant46PuCvOQnYbc+1MgyW2N^onx z*8Qhq4CQJZ#az&NlSY5@$gy-IbMEt%#s@cJA0?<-N#rwblgTsb3{I+N%d~-h3^zZ( z?OpMIOw{Kymec9eIhtd7y_Nfd&Vk!aj7Lvfy)~`!R_tN+;K|O07XIVyRjji5@t1KX zhs>^V(CeWnSLYv-ejKG7dGu5QlHwXa{l46GZ-|vq?zwJi2A7nigjyaCF~)+s#e~W5#U4Mto z6`d%`DGmOfJ<81YJ~`Z{;2hw}0z)Q~?uqd2>OcIS4CD3ZQ+uJ-C!`nskllna|8FZ7 zGv|HL=#-@d3R7I|=^VyvJ*~cSGr0%Ol5TDQjlTla+Pt(Av8r3BVM-fO5q9k}8v$>* zP$<}rE{rg41d@Mzu#MdZJ?6-%2K}uIew5f7rYkS*zHNW+Tg89MNiqG+JaE5b{9%*J zt4v$7F=`<4YTF>cf8(P51M(9EizRrvn0yfyA(b}vHEl5X75qCtH1Z~oLegO=DGr?V5|D#v0GfX633hGY zYc}`U+eklTMQ}PspZTjbPx0iR<|UA&T#H!1Hx*n_V|m-yBetQCNKtrXExS-3NU+Vb%)8~v~XEg4a` zqt6+MFl9@B z;D!&>6dqpyXW0j}M*YVx6tP2I_UMDZZ1)v9P0?Y}xMA{=;SXVzmC^xBEUHa|oAZSH ztp4KrVZEqGC$j&>JKQzFNr`Vjg`{1du)5vi=0@R@DrG3n`wNHLd%L6j7a^&NUPuH* zv%}REfqy_d50c}g=)reO$F>o1%oMg-+h@^pNL@1BFq(ONLY}7Hz?MSRBkTD76hZT@ zi|SnHjCO1+5mIxja(O5PrA|S{nPA*2*}be;T`|7|f3n(qk;2_z>8_j&;@XOL=2Idm zNF0~AV(X%qreq=3;q0H0QV^p{Iv?$W3R)vxc=9XNfblQlKiQItZk9`IU^1jKiXlAP zs|X4vOLNwI1YX`eI0B-r&HE_MJ){gU#&2h)Ajf*`8pP`eT;+ss7Xq8o%L1cEo@F0g zzXPYuGeDv2MTm62Jeh*>`JURZnq)QY4Ifo+{m=0m4e!z$xVxKHEsY<(_`^Zzb+Lff zfkw|Gc_m&90iT|bwrYEGYm4rY}Qd~{z@!Ex&bWQbscGqE8S^15XQp(c6E=|NX55KJ; zXq`+pY3cBrrDJbbIJDNss%?^ZP8M=&EbUUIIHG7f5*?`j{HfI?8h(;?C0iS6>qfGw zQ5lW3hdJH88qUudf31DyChFrM9}GaxoIL;T0m2%B&G{5ExfS=xn%$)_UUiI!4qnLo zV)U)@kGY&;`gng(l<|6f1lnI4T6AhTXgy_h=+g?*19(+<-BN`^Oq{|a>Px7a2lNdw zyYEbE7-GM_|Lp8RwBwb}Ne+K3r({wbi}eJ!F9^GxaIX^{_od8*5Hc@07bidcN50840>SGAX z{6S`fb15*bc0R|4N!pPh69;-Cw)zcv;aZe;dZIbH2g{++im3@wkb6;a#i2V%6zwLM zbI3U%kt}?l-zB`r2CKNSYMftwVGt_=IY!qk$(C3LC*@`^HP!Dpde{cso=a;Nb);2R zew^QX-pV1|^OLc9zRqy%Im92OA$b*a{LT9C7X9=UebH+;pbGm{Hd;K}g#;R%e?Z4x zB9Y^ZH)v?OI}6u`^u-(L?vi5x*A5tF)eF1A2FlBoLnLb&B3OG7wlil%_SnS`KvJTs z=v7!V&FvPHG_ShF-RB766B{cq9e9d`r%-zNikn5po<(`awFbb6W~8xbxJC4*W@_8{ z=_0tL{U9K-7l(@~>NK3!;Rgm}(!;aZg=!yEgotnd+?VXCpzt zX?f{4iNHM?BPRw*@|HcLSqXN1p6g9-`|Vm$1j302~vC4L`_g7>`g-pAF2ybhia+uvxo^ z{V>2nGVU==p0N+Bwdw%h;3UDHXB1fkcYV-`XN}%S92+g|_fop@TGl9o;avDK+DKoV z#n-d<;-sJ57X|qUTKf;Lc;dLL*;Z`HTW445KMHg92Ks|hNn)TLl^9T5Fb0G~<8iO6 z_6>52vV4rtE_A<&F@hNI{v7OVKRwYKL<^5bvv^N9f-dZ*;pP{~T){TgqjF}p* z4dD_rESqRrSQH!dnME-NqoD>N-S4v{L$A}Acf9sfdw`)zj{?LaX# z4^{Ne^s@YO!qwMWv;m>5T1=AANDcHyvo5||+{FOBHj^@E0Ax`_{oxcjj8!GZfO1$W zc$!kLGo!pwn9>Ds6BIG}0o`laS`l<|LrW(3>xAw&Tod~cqdOE;K{T4p`bO08dv2FA zN^Aws{X3@~gcBN+Z~%!^fw4JPF@(-9OOYg@!EDR^BdAIfh41+e6L|^=5uToPPrM}M z30f+%pP?BScDSLwvrxrZN_93iLCBbyM@@)Ppev!)z$JjK^a$SR-EFdZu_Ve72b>>x zxR0ESw|4^TmpV4xeueBoS2mW>>l1j=1Xr19ZK?%(|4OfDRHvfKjfDy|sVN?LHn?J; zlQc7p?D_0e=K)jeo=+&SV?|6?BhBO`5CskBl7U@dCl0>x&9l@qhN`FOinN3~@`LRE zjj)HVGaG2Bb1MB_3La9iF&7L!+-CoH-K6b<=4yA^20x?qmEep*MfPxC&XHqS*_fvO_L?mHNlcIFe4WZ)XJ(X}S+@1gh#^ zokEJRewV`L_>}>(v5W?(^rL$c>1#`X7B$g9gmm0L^~bTwPi)No^E52Ut_@Q-DRFQd z&fjJu$FB#PgHIaAeSodw=_rVUFO`(q^E@Xryq1f&onF)JDpQXpQ5Orqg8*lJP{O1jSa*4M*zxbrh}Q zoa3IFsHCga2p12U^Qxr%{c-2-AR}Y@^su>9t4YzwDcWYu#QKl{9?r>9G?OS9*|%!R zed*+2i#o~m6i8cGTCA7{i|HAQ1!z3GcE7|_j#llU+d-GN-5rIn(6CzPNEWP1<)57l zME62bXHj5$*=x<``4k6;g2wwjIVXnt)R0IJZMSqwZfFdMe&-5RSauMM?`3|8n6Sy`*YMa^Ai+N;U$ zXRMNk35H(97+8Z|h!60QfI;?Hb;9Q07u}lnp^nDPC$%PRg3$(?4Kxj;8{7R$629&Y zC*N(6h^s`p!L+Q|cMIZlYsbSo38Wqyq^_>V1w}k6q{oA|mQgfEGNqXgZEJaxJ*t`@ z`p49T$1+N3h{#8iYs+J}q^R$*&vM{N#v|&rCN3oAQyTa3Y~BU9J=JJkm&>=%NMW6V!v~y1JRjJ?LwoPl~TGeeV9!D2CtN z*~Q(8%+(jR6FTNr$NT=~wL`!fAJfhDg)6O+8yFEJUe zWyn2goZA4N2O4r*xl$xXo<9Q_a|y?4OT&XvXQwTxvKX*B86pZ=W$9)tBJof{JuAf5 z-8;^?A9)Q7{FK-*&JuFgcnYxU^pYVpN@o&uEJiQf&$nGL4_Xr7vVKs^m7!<-ip1T{n~>D;J(x_ z;(OrZ74-}lppf6kdCV}R=6R3JZq^$Y-n1OI*V}k|Anz9ED^YkYG^l7RXpYc%KNug| zDJ^$*dgh{d2&$!@eMV559$gc5NUzxaLXne#v=YHXsApH-NdWqfW#bC2^s~)aNs4V% z186iv$IV4$Eq_M)@;nt^d5KH)O#&p=kaU;&JF&a7L&w7^-aPh57*&;(Ti8v})y|uq z*`zfB+=8C``=y>Ix4bKX-^%JWd(bnm9KYqW$X}fYlOn5kAt%4pnyr#?gM_GgzPzSA zPkAg1>Vl;snsVI;V*+_*13@NJr!v|YorLYv(R!i$VJV;`_ug+Stlb1gGRYZatvX>+ zY2in9hd#|R`cjXlWB`v*bu*a-jAOvr{^8N?*WybrqZG`N4wM}mD?qL0Owf%{f2+2+ z(;cq>ht)E~m(sNB2J2uvX`B`EMV}=(^g%yhHG<7hzt@4ef^68K{sM6#KZW`TqY^<& zVmY;HJqXOsW~55|9iNJjy?@K(gpv+JkdTnC&(NJdbgBW1S^SpR<>JvMb-8EgN&wf! zRIW#WwD08iSY!$-lt??_iCsu{8Xr>g(--*|lAbSAZ>5%cfS zOkZ6RFN(e}1=B}L#WfWN|9}+$sw6qVHu{x!SNO@=${g1$V$cGc>**SgGZwuz8t0fE zVUN8&J1LuUNEjWdg#1*iDn}(fp8Ki|^<=8=X&%l&@TL7mPW#d8m;ceWbr%D3UFIF| zR5dc$$HabyX0AIvQKJX`@Jc4x(Zz!O?AA>C8`%IeMFHUKJYYFNVir6A zY0o@^N}HkY=o0;eQtInr%}R9KuS|m|Tc9YcDO~O3PsQbCx2nXL!yO^w5%ChylNHIo zl8!1vYL>NBruJ$5!Y9UC7n0e;TD~HcGM`1n*(EBm8MW;bT)sorhO^*F8d_1_mtghHCo<}$p;IKS#1tB5Y;9;Y zF3%SCRpltqkzNeH^(hYZ`^eO7%PrEC?(Na; ztbQIJeEu9C{K_vYD#G(=w{S5#Qg6OLLN3Wglf$Zb`DiSDH=nV8>KASz*sVE^=7{I- zs)=PaW|wy~XYLT7CZ3X|76lLp6|A~ua;YyhidyU4f$q>@BtJE{{{y=U*xADjX;v3U z0y@M-xbs%?7QaK{AICx{8RP=9kFI)6Dgu-i*9M%EWrWn&+O~u%_3D6D93)XY*l zohI3^>&v+E5q*$Bocfp7DOsyxt=wWs?FE`5%XzbRAs8O3Nqn2yisWSqgsVBHcm^Eh z0+sbCF8+AYuMzTza2#G0?=9s^=Pq*!>{r{4eY|)zs`K(+B>_Didez}ijmu{N#iDk; zq*zOyaWS|;RIz0}OCFTbeCpgwam8(JS3C_ z$Cay=qVK+g;-pCKyayqUPK@^ZOd9xCvt0-{A(f^Zytkhj4Uiv3&nrxgY_K;BdFDny zwt1o7H*iIDfhrLXrQxhJnPnQMlcx_e|89> zoew?u*o*{=W!&^=9i?L_5cT@>n-@t~?Z6a8=7i4Q?6RYUf47@BJ@9dey*-d&#B=rb zt5bk!i#}C5$#b#vwlgcC%39e@KA3t8j+7poJ$AgfR*v1Sg=X`z18e{?Qo2$xiug?+ zK2f6Q*tL(krFDL(7q=M@@!PF$>Ah7+&-5pe7-~rVQbChx1bTrp)uRMP#J3bm#T&QJS%M!*LIoTxL)K5rdCw4i?vfrp-cWaRJZ5>OaOSul<4Xl;H)!f&jx9^p47OtMG^S^ZMnKv410m5{y711v4_C6rs2 zo&HxQ@$bK`t8=vp&6kP^!)mm4NRZ4IcuTJg}9 zeT40IXR;v1a*bzj=l*d!JD4tlB%Biuv}s3|46{dY3HrARooy5v-SQhKtU_>gB`A5=ovH zg7uO{pYuFk=<{j572^^t2npBmZ#)m4tDhJUg0$L5M#zHn3Qm1e>{nn3x#gWe=M*LjUllh zDf7C#axyR_k@;24t{;XA7M`<_BxpydwDApG5R_IJk-bvkoI|&Pms@h zeDjJtl34*g*&;|-wOta6es*rcQcKFHpm|VD&Do>PhkV|~YfQ%%z7pGNY<=46gD?yR z_SW8kq$zkjG|~y#y5F}8)QQ!1ORb*Crq zh6@}bZA%v6RxYTm7)f$1ZX#zow5OZ>CR~nmH~YwhJF%>i47meOyG1n=XsOTV?UA6Z zQUnKO75L4A{pFJFX;#fNp3dOP8rLHdT7MJkgpI7=u7aEuup7$4h$gp5HKw6mExb)z z^;IX4m1H*2Hh^~itD@A3$A;Ij+4=L_c0dC)nlzjNx0u?Uf_-}VFW0fo&<1FBEU5ma zq#n{&(A)*9qD|6hbFdXwb%kcd^};C8j8Qiie`{Ct3wJQPls?T9b_Gz*ogJsZhd`-z zL{pDT>jQT019$$6RhlN-#w{Rt==C{iXgR8%%2jTPYbYl9=pM3(qxu%PRAq8}vDzRW zjKvWZc)UvDTG;(ed)$p7XwOUEjL%D*V)Lxm`8UA)((mo9Db2{~=YrSjAmgfHq~FE{ zg+li<`B^wVtx%;YTyPy_(4E|BdooJIHmN?aT7-czAi z(PALnaT9O=Z-9bXa`g%-RFLnGO7~*pxYM^)i`Zh1q1$;hvQn$ue$a)*;C=KsbELj$ zjmEio7OAVIkKkgTs+H%bwBAa>%LR(k{GGMN8G(mj#)9hh6Ux&CCpfsqqWkU-X^q7P zih66NZbJ9aU3>7%lmFDjZkTy_i_{Ic>Ir(n)b=X~*HtT_)#K8cu6!miH2mREm_}yJ zchfeu+rUhjAAG?$KT3+d?Adz3Ssr z`!aCA9d+V~4;sj;b}Yvy(Cfe5C*Ahn6WkYz=0KmeV|GWk*ep|VST@zIEdX2qUf(^+ zuJ9;ojDg~?+~WY-l?x+cp9t@fv0s^WOUJ@Au<^uSjv19Q+Z7h>8F}CB#b_?P@PUHV}9%mHYuZnNA93)=n@cLSD)`iit z=~M-???)RPrAADTF48onqXaU4plUY{G>mipoZdn$%AMR87{;1yrpG~JFo2H3frA3& z2#j;Yey2}*oE!&7Y~}(f;Fz0kZWw)A9o@A!(%ry29@xdlu`emdX0_%Iv#?2NbQi>! z)+a7hGms)7kj=l^E`EP!+(79&>%bCzz)fMYZes3~4e7wrFeT*|4*NlJBWI_Q11DW< zjmgRq4U7OMA&{}iR)f{%SkBJUBhKJ}ROi3WTLj@h#2rHeLr7~4vtCU;66`kL9!GEr zKV4fP4{9YPEK5l#-4KZRyhS8pD`>=+*NPQU6uLbSa#Io9LIBLm0_#iz;F`L{dp&b8 z*+~cjyEE?+%o5rfkK%OkM|5REXF3X`q{LdLTuIEZw8Ahh081pCf=TMgGsPDDGrLz~ zLNxXy`Y`h~;&2g46hLcL4J<3IxQ+&fOm3Q}Ha%uRM2tB|b(tIrSYOJED|p zsgj6gX-<0n`IX$n7S|0jG?g3Y2$$5=iL|ZNQ@mty*cjk6iTYbcH|K4g1khFY_M2V- zq|S>Yc|ciJhCvHJ*3f-IC~dW&-=4z>|1w(Fvl)=Lvb-Y<&aF6~$%p>QkiXI}GQm`JnVp(2l{SK%@%X7)RHeS9ixOm{LDlk&`1Hey zs@MSQOeUjkW<`D-l9Nk*sa;om*jpDI_%B7pfe`FZ zFm3pM0Hb>je#3!{ z=c-ZVoK*KTJGdXIp7d=-lIPoM=EYu6svVDfh#BQXR8uD(pSqdDSQ4X10U73_Irdlu zZXmRij+j89qfY9lp^aDCoH4(ahw@z}bc&?SgsD=fGSB_$NbR9bL)tXL+@e3OHFwTsd zWl>YV2t)oLgLmb^$P~7u9anCKQqR=;=GJRo^GPFk&5~4yTO!3*Q5_kJEgb^SAdO6& zVPKvfO4%Kwi~~?R>V~7bpcy-k>0(e=_z(7a+13yVug@NWc4?E;_?WWYaoG7z=wyVG zgki-%!9LpamYvES{RiL~$NFuU;zebaqq56OlLnqr7hPTy9bM=K2|!!A(s{O>uzEZA zY{bPw7lIegiq38h*Hrv1|NIL-d=D>qMK`p@vQj-$-Y13{=&C&uo}pm9w1h}y14jBc zj=eerQhv$Q9JnL~QR$KN#Vre@g>eXUG&=;k+k6;Hk(5c`)lub+wdnA++fJOGQ5CIe zLpD6E(|g~J6Sa8^Ud#Qu)0|e(@D)X|tX9j2o?+nFpanfBOS9S>OT4Lmq*GmD0 z%oJ8aZGisy%=%-yKoxU>@|q)G%~8VkGI7;Z+{&*lPY$;v-kFG$jCR5bPXSJ>zBfiV zl*44#Zeb3WER?=VzBrs;B#9mSXQ<4-k{d2&SF9v}(C(62%>s8w2cfhidUj;SA~EeT ziVq5OAU}$s_0aE@MWJG_Raz1*kw-HxeM$|w>!%=VzoMs&D9$6lue<$8P$59eRtwH^ zs=zsmpZZ#m^uPFvmjiA`Sy~dVzAPVQ&c}89p#MN)P8P|o$j%=6JU2`X>nMp`YHKX% z&G1mLJ>ODHCgp=WDvGP82P_NXl3<-oMjLiQvC98G5m>Dm;yWh-28@ih zYvwD8E@J^nVExkAJFfWC9ho#yf!{9;JKkU8YXx#G=A8zbW-Bqe@dw&xcWgu&AX!jM z7aVK*O)17WP*~tZxeY3`LbvZIuH_O+!%_=IwN660W-kZ-*oz(2ba8HEyyCe&aS6!c z0ca%1*X`2ajYd0mGTi(sUmyGnWutL4XFM`%DeI>`g2Cnn1+xBAeCt#3w3wH5*n_P_ zs-^uYs%Fnky897)sipO4I2Hb+K8soh9JQ-p;%R-pi+=aBwowb_9PgDtX9|PUY;}=Qjkdyg&Piie8TgZo0vU_&jR@RU zU0f1KKgJHEm3%jtNRqMcK-5Kg5vd=8KMSbtimyxs=YLibxeQ!2j9&~`OG0h<9i0P= zZr=$9y5Cd%;|HLX*Z6c>>9uSi#-@T9twDRvX}XU?Jqt#7boO6PJrk(H2jd2vN0Id4GLB-?5>}~E=#dz4xTU4YLsYUz{X;xD#FLkh4*k`Z&>NnBA>MgSqL77#C^-PU$tKv_YQ7VHsmcxN zh$ZT*;(y^HEH}DC{J-huNPOa5|)$*7zv{)NP$T?Notn9hTnn!YW2wSX2Ms;QLn*#0fuNJfM{OfQd7vL= ze5d&_#HcuI3;wBA4DNr(_TZDngp>1Ca5$&I(`WrsF|b~!LYSQ=q9|cKe1rg0h{1z{ zZ-*x<2Th0yXDdNdS56wxpqDQaq~)Yk3@>YcM-|v~g8*}Q7!>%5!_fPDF4rG1n@$HM z0vkG&6CKY9@HQCFBM_pjga9>W_S@4s{i$gfY~*9DVI8>tO$X(6-2v;xYNc1*c@sy< zN12bxmu|}U_D#dWqwk4CuAjkwo4*Y9ac%P9`}vwM&f0e(mn#0K!}w2MylS>_uaKAo z9ibw>(dI47W%1wu+I+eGG9eoJu7uV|5)J^4yL)edHACT%9f}d;y0M=nFIQh4rS|uDO2_xwU+?{G{4PJ6AlnXEW&n`eR~%oaxtevPIJR9rVIu8I=wnH6`Wdl z;t;?-rp?DTfY`h_oEP@zxu({@w*frl&C8r^G1HjtJFFuk3>GKtr+@nbGC57x zF30ad)%}Fv4S-(aYOHc)_2b8&aBw)6)cf!-%5SsF9kehmBg^w7JjGLASYG_)EU>&y z#2t9nPhQk2TLI)=UzE1}=_gAk=pgG^0`j~*`uGUWL=!s({}BV7LNB6Km`@}Y)d`sz zl%3%j2jBf(_eVAs^Y)c0j^OQA9$s)_WPiP%a4+3P6J-X!%g1Sx*B8J*WPPSncZH7p9dqlE#!+e>WOqiJ1U8CPZSV$BVs6oS+R zS4Wg-Oxv>p^r?2qblRX$bzI1+~Ar(6rA<&}OT!=aFD;k)yCmLu{l_2&SI;@?xUwLQW zw0gw4*B3-~>)z!)*uAW5C&OX&M%9=k!2WaX_qb)f{@O#h&J85hpuhyYtorBL2?T2j zzCatgQMq06Es+1^O+^yjZ?L1w_CX`e;3N!k2fO`3rV>J~BMwTvv`1kAjUpI;z+fjC zcEZ-K~o|ehf(q3*EiHa?$uXZ4S9j+U|9A=U3dZM50mIwi2 zRj!rO4tsIi%g|B<*lxw?%gx zdT!AX@$kcP4LLbZt{3j?FLtnXXstUg;H5o+hflq z9N9(Cv&GG<$qqRQwwXD0%Cjr~T8zIeu1cM`Bw7}&H*dj$P}#-CZEpg>vau~U%~6U3 z>=%cZgL`riAxj^2ad6)aU%tG4SA|!(A2Tqgjs6YKW8As*+udhAfK!R{M#MqtAces} zox;gOnY{5N`~ft(sS-ZjyTF&}v)9i=-m8BOxP5?sw9{Cvt-gDBr$6oBKD8ab8~7l&=%oMH&C{GymChqLZurxq%1Ga=h{qt3%BR zdB!5leF%jpiadn%a$?78%kF9RJS8R08!ZK6YA|k7%Lb$%Ss{EVA76ve%{lR{d(wV) zg}hMP>y66_2DO?bxJ=-xh5sjtPmjG1ZU<3Ez9Hq~rZvM*EokVU{0I^8K8N|ew;+In z)$p!4t~J=bm~4_i+`hp5fm&_Fb=K&r=;U|>SL<=drg-*MY(ro?X|oo>zR!JogaWOU zFlA-$LGFgL3=IaREutHD@=Z{0BGM7xMO zGVU^;fG8{>c6y=Ak$r#t?yJDdg|w;19$6bHf7n6l2vDUL>U+$XxKbsbzqvh5-}w!; zYm09r@N*JgfF8RQ*XFG^g3#(0`m_93uA5tGoE$#XO9iW6({#cDIYV|$Ch1q72o;47 zd4Q?Pv^j<>2#;(2DC5C#r;ooREl4US(0&+p&^3-L{*g%GJE&nie%KFo2tZiT42fb* z0%j#mbAwt0OzLp3h8H@}(0vz!F#X7S-b) zzi*+6KtlQ1;D--e*m4E?JM!Fz8rk4A08|aJ!0TOI4z|L8X#U=ouZA8AkmOQ+0gxjv zi2T@TF&B&J;p?1u(_%3vD%1ARj{!i{oK{H=kg)?5z_J+MTSZ`aDVBe^Gu50wZ*t4Q zVsxL!`qS|7W2(&+mD%6%TpD|O0Vnk>?fZtm3AK+J3tg~dJCl;tD#2)F!(D~I8!JbE zm)BtRT<4H2{}j6Ac8JaO_#q@jvHG{dbw z{xwM2=|+ugrQDeshG^(=p0mF+R2-ivY+JD?_aLYds(+K}zNdv`z_0l7taUAT?ia#q zaJ6Ltz>6#m9(ORjHBRcj)V3i@XFdWi!j+?&TnNm9{o2xV? zewjmf|9%qMOLs+NAU-q=X)I@;6Y*R+Ou;)O8B-Me4Rtms^x-FpkkH+ZX6z8 zZTZf;%Q0)X$(QB`{$EmEWyydrKze!2Vp{Gui5#>T>gBZ7u10!^ye^UBTPchR)(Gq+whl0!mY73&Jz zX^TDmeKy?5KqPA#dAJaHVz2)dNz+c}6GnH;VzJxyj-bF#D?vcys6U(0x+~GXjVe;L zj(;07;a9$n1KIWKRE^!KHXO_rC}{tCT|r@8NzEk4UZzI2LhgBo<1J z=t^db1)k0(HYWGY?(Zpb$Y3RSq=pB#+ldJiW~OY`$&#=oUzoaxn$O!(V|!cCf|&h8 zjcB%3sj-P2ZG`e)_9l0{lxhfS#}^mn44z0`8IzN;0-0`4uV_2rrDYT~0NfYzwhb3a zBFt9MC0411xCMqS&X1TZdy<7U-)-%X(a$Q~E97FI4K=j+M zQ+Bt&_j3Wy@V^Xmk6*!n%(Q2QCK5j5`mGHf?E5c${>S`^pD?m@&Vy9#`bpE20W3(M zP$Z*2-$s;7@g%zT#wEwD+hNK8 zMC*}&dhfin+e5Y!UpZVHb{J~skDV20i8BO%sIabx*R{j%Rw=x$+Va)VaF7jUI(VZ6ag%j{Op7I(G)jb!Y)2hR{2Q0Jw& z5#UPqDv0u7!1}$#Bg0`Mg*=ZZy6+9xGacM3bUu6|09l+T0VZVH@;Mbg=&_~isNz15 z0s>pTjW;>X-=Yc5aSi{_^(>mZ)4L~PTJ>VC);-KEthXaf^$J0^|7WB$~WA=vkRJ|_Fu3(IKd``+Kxl%>nDuO@+TBcT zmzc$Sq=WuHo{1og8wDB|Ca(X)drR}#Weecm+i_$3xh{a+ecMB|&psW)dWqa@9l_JB1-Sjq8w^QnPAWPVp!HfC+_*&O`mEitiX3;YK z46{1p`nWCVF&Z?zs(4TJGAgS{`fbg}cq;sIu|>UJ{9%*64ZHZ}>kwY;;i6_d5luJK z9_M3;cv`oue%`sI2Qsj^oG<}kuNUoYk2`RyuF_i1rJFNw9WArhu{s~+4LYJ{p&{$| z8p7hbgFzCx5&!;Mk5Ut*$3Jxne6KCvTF;;Ax={Gc$Ps1Dji+b;P%BkWvnuO7V!c@_ zv)NI)_HejSc_-3xy3b-;f0H^c`gM5sNAy)p+~35H@N)CFk`?1Y7RKS!`urV$`7@b91eJPwi<7<)Df$UIp29?he+=bojLA0-YOQ zG2V6adwN{V_{iM%r!JOHP&dk-%6M&(u%WF&VOk4Sm7f);SQIUqZgN zf?e{Y8~V0Yv?>)JPY*}o-2%Vx$12A>W%-KQcv}K-U{cCt%o9pzoWw;4^#!qhvQLstmN(|AaBspM?Sn z=@aMlS@`I#@wngAZTTVJ?H?O5r^{^tqmQClR1!_nG$g@;QFluQqR;&IU|g`(6!*2_8&e>|f>GZka zdb@sd9N~xor6eER`GGz2B2M{sZfIEe_dJ)(WmSsrI%pJ!*MupALiFUgALiYY=>0DH zoYYQfI$PvMkx)o~Q|)jFalw0kE0yx{6&@S;SB^p-x=3Iih}~i_(#qx_ycGTGF#PWR zvebN%nv~Tj=u_o>M??=Ocsc!cP(`QH&GR#AR~e0#1FV+B;xmteOW*aaGzeAiNFWYX zwyD-#7joEm-^;>Iw_aLhHrfGal|>y?XQgaF{+S}lx}RV_b7BR6y}Jlup+4qUA)*dN zuNWcX|IlV%9@6YPzm~wLBCF9f6t;8@{sy0Zml~GA2!+y&iTIAq_SvYvIQ5n%YEJQo zy*>d86>=$Iu5bW4h*J2VpT6D=BH;$hGG#b{=R0EZ*mgSTkVK|f71}orUk=IONk3g`8vM+MgTweBh-QhB z@W37p#jwvDK{l`i($IMcGD`cq!v@U5^|Kw@?&QFHq(m(nEcbMIWo04i$4mURczbzN z<|n#l=X{RI9hyK30tfp!04l;IJmZhgi9Tn$y15!K`6}3(^XL zl#R6%r`|QlAeLfYs5X_99ILO5UaQkVP_7Q1aR{WwQBKhdoAhW0Pj#JbK#ux{$x}?u zjLvo4s)!G&bJyd;?dAzVFKq_{BdB*_ui=i}`qPeL)CGi=`+^>AvIAnO1Z42XDg#C0 zrGMjg1d;#e10>0rn~pnWeeNea991sE;03UQ;HUvD-6w-lXxMpmk5q)q&Deg?I(3)E zVtq06Bexv|oOv^OVa%1EoByh%Q2ooJ9Z)j^=;@ymjMMm?m5E9weDp4()0kBkRb4lLNJ{yQV{&EerQNS>s=-9fLFWg9>l;SD{mMOeaFqi!C82+|e?G=?Cq!O6NdvS=(} zv(mk}7kLpb*ozbPkNx`%07R`l5Pq%gb3o(38Oj@TKs(Fk!q+cVC?acNGjKKn7`TmT5j|X{P--B+8SucD8YavAL7e($q?3)MN}| z7j5sELrhBZ4stuvFKwH8u7(8GP4I$gh5;K`%B#;uf?e_%>1mFwO{X!ziy!O3n~=!& zgwi*_GrK;E+_LnDY?Y7oIjKF(eYF8ma+Xb`Hn^e(vN6am!)8S%m@r&Qct5j}Np z-pfoIPEWHz^w3Y$#C0&11$oOfi5EeXK?B8^r;sy{VJb3h4w1wZ?v-(wO2w ze0Z?TLe$NLS<=SM_PXGqJojEl#zg!_X(9DN&mRN2J>%HOE;#?0!rVZ_qw!w94rf6b zVDazQ9YhfK)h`|nc`^8=$gFnKpAgK<967#VDykBS?62w~xyny()Q1WI`L-)|NE%H{ zf+oF8^zh4<6Lb-S+Y0tSI<(g)<#cn8Y6wEKj#R4;j`)xY;dTg40z<55o}84r{~I&g z91exy81M)+E>_2l!71BXIl(57zK`}T{Q65UcacCzPL$2%W2&p>H;Np-b3F6G9uo?Y_|A(6Kc?EmYv9 zl-;oant;fGF1|(t(i**H6Zeen9p9zv>JFZB%0&YNOfVI#NE|x?)%YKK1x;}W_GKS^ z+d;u6{Fdu>A#o(mqY+fO#!2&H^vQG39jqA#{0plDbB+U=b zVjY_l_47d?=e6bXxnfhuJ?WnqAKF?i|5oQZWjfL2j-!x!*n5Od;C_=G~TlqZ$gwRW#&6-8yZ$vMXg4%EqE3ncij7CZ4&eEbZizih5e?vTRe74nKYwcp?;s) z^=VS;t7Mk1et`X`cmO+$1j)gxWgMk`XGGxQ_;}1CRIqcdf~ICZ@khj4jVTQciP}=I zJBu7H`!%La_Yvy<;q5J>;t0B~QQVybmmooc2M-o3KnNb(Jp^|dJi&syTd?3R0}LA6 zA-L;6a2p(MljnQh`(62Y*X^}fi<#-}s_s60YS%vd)KQLz+xl2Gkx;53>f>mMz#tNV z)6qE6m}H&IZjb3Ep^-(S*NL@5T19rDb<|G%W`$|$mo$X*!xO`c^(n>Y3zoRe5>R>3 zqlI!kDTL~H72Nm=;kt2vIJb?H(v+Q~#G|nMoQFvBIOsu(d;>23bwqceZkzK=(0cJ; z0Q&aAH%|g*PmV8d9h15Kg?$JJO^%XadB+OUH*uxL84fgmhxt*N`QSL;_;MOFxiSz0 zV+YSoge8O#XZgrAv2iAPx!?a+F)DCt)>vn5HPCc^D-{9M3%GB>+&DeMt(4Y_yD`{+9z%1O9&{q)b3_|DGGry5%?V7x4cX-Tr@zH~vpJ^MC&NKjWHCd?b^z z_;aFyVNW%_*uWqS{~JDf*^34%8N1-(f0Z;tlmQER>imwi7kV-Ku0`r&)-y`@j`y}B zA-#f~;sKVwu~1yW{y$%jCy?XIOedvJ)h$T{0Wwld>sJSJflJ@#P!55iCXj*9rl)vv z6%d;(rD0MQD4Hx2H~j}D1^$k>W~ux={v8PeC|}Z_`q{48sQJ{SY2hhY0IRDmc6K9S zPHnpvQ62`wd(DzBq@j;SfEFzM5bQ%030RVir_GCe`)9;ex9W_GEN;?QsPHfRnxVbT zV7?%m|A{4X0T9a@;&W=Xy8&7bI{)N zeh+xV>fSmCz6FzsdUEAbq)%DDypq_Scq-%2`zMpu z4!y1~(|01~?KwA)*im6H-Fx`-g6C!4Z<=^6nl~Hg=Ugr@8;n4ykpU6VxVC{JfOgRY zg$76Z4v%xTuR&i#9!2r^(d;Q6=-5g5u!Aw7k_*(${2oTkjS~GFmn_tnWvO#ks~gng z92F(qJHm_@#53>b);lbMP$dyDfHb7yu7DA%m6IB19;Zs-`1c+RmcK@|LoZl7@700& zGuywuk7Sil$^gTu4_Db`f$V8v!3+kP`J0zgiGBTF{MBFjxzAK2n4sG9d@Qh3&=DX7 zb(d7Yy9pTO6``SbkI&a~o$aJEqY>~P!o6dDj!BbUtkY!C8i?ErxOtzgt{A@0&`iC7 zLOIs_bT!r!<|e*5*fMGV3Yh?ct}(a?Hwj4DKMAX3fyApSenEKp&YZ^1qtC@3)B*LO z`d|VUrPDdGRwKVu3K2X*d*CZ(I%M;j>vN}ENyI_}gHfS2x< zYSxjHO@setDyFA0!1~hqN8+hW#3F(k0BeYg+~`a>vF_Q>*sYM|65Xbnkf1Yr1!Q!19Rsu~eSO#ItKG)d9hP!y1t59F&a5q{{!0YRz~M zC548*fT10Bud30JI9j=qZ;9}nXXUi6qZyI!EmP&n0GL0^FellCa?`Bqx2{Ai|4s_I zEa9q@eEo$j$1ei_DGPKy#`yyneEifVMd1%q>*I9%2_L<5%^8eKMR~Eb*5q;T@R8Ja z>PwHIZ6D2szy_Sn(@lX&PqL~WdZ#kV(BS9F`uE^@|2QCzR;UUEm`H4O)R2j?z!U6w4CRJHn4 zhJv4@dHsCNN+@8af$*d*b5}e9&_2e762v1@0dmQXJ9hyD_OC#C8%arWZj~sfaASfl zjhXDn_a-$eJ3nWh({ZY-@M~;-T$7hRi&Q0&UJixRI=aT68R=^xT54Ea4aN*hDKagI#wo;j zyPn)1LMX3iq1;?dcAURC-f?kgJBe8fdFq@hMg#KHz_S}5{RmC>l&H*p(lmg^=qyHW z{CSSH<6iJKWxtgiZOh~w$LLgIK%ecT)txEZGSEm1#grEg$Y`YLXx0~EX70f$lw z>{H+$>kGx7{5=YYPrlvG8g^$bADe9ZFho#`WhJhCnxO+a0e#Ii&G4AQ&AfFv)+WNN z{YA>?FZwoY?DH2invVriVB3~4NUa#v6zKNC>b|X&;)?xFuuw6xq>10_;)~g`n@}6K zGs9rkEv4`IA|vOQ@mEP)z%Vu$k`c>sSWTGu#TGCvn7!k{Z@G_|ct0Zzz{p-74cJ|P z2_rF4Hx5e@`GuC=w!Xeb;^s1u0d8Jr#E17z%UE6w@Ih^N27q%9xO4*~CZ*kB{*5c% zgqnuVkrLJOE$+B0eorD#$5vAWT%ghE>pro^(VFLlt8Y`dP53-L_g;KV!Nhb!2dibyhE3|m`UR)c5D282*s-gE_X@afB?TV^5iUacz>4)T~S z>L7Ov_19Gr7>rfC-d9+ZWYnj%MT(gwodm#9&m%3gGEObzS%+PoJC`ulq1cj-Hvi_k z!EbuXGwWJS1QsVFM;VyLeU%4=m~ZPMwC#EWGlE1g5cwm}=rcIU;Qy1Jm_!J;=BV*# zFFp2Gf)mF{Gfg5H+YIO^ke4&J?}dj->$Ad_q-~Fu$WQ;WEWVg!Z@#A0b2;t#VGR^8 zMV>VjOWuCwApUc@{PMtDJ!%JDT`j~;_cdDy_D|XYl;bYXYC)YHzZs0w?GKl%Ig&uS zaOv#jaFYn(eyukyz(lmGEqH4MHHYFBK-PQ7t1YiuuAxH5*Oen_yyUA7N9vEOeou>w zbG3K+OAe+OL&<>W+A}rr3T34E{>8C^s_ps)+IO;b{L%5SewK#qkRgIhL}$<*L~h`B z$a}we?DuW&5!Ex4aUUOW&fIWH-DWRuFfz0ENCyftSl7RO$XNDpp zpUs>7>o(#vu6VKR45vyy`=NjBUwLds@>kifir!xoiS^{m#WUf-p}N&?bZ6St z9f<_mi{23F7ojHUuH-G}bjW3EbzJ zP_B4yMh0*&15gj!f~RH_Z?fq5AuKl7O1io6y(E{NNrU>;ICrq{<$m$JLd$v@P^6ff z{sG(=Iw2u)V7KmS)4sW9O7KE#+hVTD`1+w4L->5SaE@63a6RM~oVSlJd8=Nak^xSu zmhD8DfF7yE?NCBThfIIsm9~vR+fyVw)Rzcbzo_Np?7@CbZ4sKnV?_Wwhbrq?c0MG) ziXN1}Vc@{cX8=nE2-B+O3;g!u^(p8HouV9oG7uC34siTS4w6r@F?Y82jysr4sbFMR zJGi;%WQ#WcxKxg{0&dPqRl{azhK9`+hN90N6KiQr! zs{-SLxk=F&L85t&ljmbea%b9l=n=$=n@9`sYEU_tAVl?4n>{|nD3e3&tqqga*-kYe z_6wrw1(KXTZnM}3{BJDaiy6e`R<;E-HF0Sgcz-ZET~~Cc4z}xvUTH>L4Nxmwg82K_^NBauGQkpiUH+rvA`u^x1c3q%>v&w+Kj{8SKar0@8mT;hX#~+Z+I#`Mlgn{p6dD z1jhM<=cN;V`3b?gw};dmJ8l!=Xqdjm7QC*x60QQU;1=r9-r1l^&QUM~QjaImQb+bp9gHVnp2qM@% z5bvVHW#pRgpZU;S0D({f-u&;PESb*wjA1Z2p~RAWX2kb9(eER`dVWvGlq6Rtm|t|( zoW)zH1~lygUe2ytUR^v`pssqK*-{7Dy#Gl<)n{-g6AE%`I^gC!Zka`hIl{eLd6Bb) zoFL4|EVSx*qhr&4NbQpbRmuC13xQ-}0~3DPCw04b@7|qcvuGOaO@bUGBXF$bnJXm4 z-9*1GgZq*F0SfBJH_CMpAdi3CEN~?2?~^SCVFhFWy zjGXqZWyijjVg_D{x1hT_!%ZRn=q_Hk#{nHFz;jVMeOQ__DVzg93g-B7ebwzuT)z43 ztSg{;nm3yv!TnmkfT`{Z7-4_6qps0jxAZYpGN!EJMX74!VmZWH$qBbM36)Rb+0(-eWa*;f+T6|y#q|6R7jE?VCG!F_;t&9;StgL_9D}o z0b8bTqLOzD#`bRXeb(Z_!t;Uud9whgUEBj?Qe$n`=#LQrbNXszF#4nsXylo+M>_tI zq^cK|KY6pVe^V9W9Q(1q$HG$p)7oEDZ?$ZQMMiw;tzTL>p4USbK%>ks%D2RlVtb_+ z#g&6kbz04iOWcja6R1Msf!vEVJ1hE>)6Krkll5*Na=E`|^a7#*Y@hXQzXa)uVI;#4 zwLfL?=0;02bekXlZaNNLAXRYEwiYrIEA1naCYAMfcC(lK}d zr}Q;10P=&Ee-dQ*bz}ta!Exj0$M4T3AWToi zn)Bd&i!Bb+N4~3iQAhb9cBP(|=M0BL(rRDmCX7tR1CdPX)85fP#y`xcWTf=nq5gs;0Wft%0XdG8~bGOc9h z*wZ?Y;&l04^xggr^_;-D_5E(SHq#t2r-FNHE%9qH5h0CqW=*9Ipnb^~(g%x;xMB}` zO7qX7hg7BCMZtD(2IU{2ZgGx9m8h6nseJCEbbkBZ@92aQqYK&g&uC=q$&9gC(LHnO zhJwcf@96#H?I6B*KOQLw{H_X-adVrZ@IeuRRTKRq_$gUVES4A9*rSD0KFXAFD=bQ zLl0j@NIxz)(JjcMir)M23wnMI)v3xl(occ~+FXf2=F3-XM#c&91QN6)zt|dtapkb+ zWAQpPXg@ZQqMhG!HHyTinsrIbUbh)mwi*nt)Xo}MA3{Pd(_K>^>25i1uJU$;wuH(n zYt%&XxBhKA}T!AcPD!4p_i!YQ?uV`pMd=VJ8q z^y4k=$LY&}_7?J75R8K3fD=gw?)O*)HiwtKMU(F^dg&=U8XP@qY; zXCTC9x6}{0S}7Gwqow`1_CZP~TZYQ>JG*}K32f1xkdkr)cta}pXc5`Of$n6$i(4Dj z>&yf7yl-x9o_mF1BPAu(85vq<@C_Ar2SAw?(9uj*ow`uaF(i3>T-odLZx3MePE)8t zY+NaVKDRsoU@dBG&3L%Gnrip+%kqI~V@ng_<0JFaPTpP~%*Ue>GAOI5Njf@mfnW#g z;T&yi03Ok6c9DDeC$P?TF{who#R;0}PCx-b8{acRWZwVu+ivs~G**Ucf?$G{mUbgv zLmoIMumPw2w_(@;{RFm(pB5uvu(G=Ja_6^_dTUmr4!Czn$i=k(`BB|L&Hdz+rSHAz z^g=ysarI5pzmr%oVE^ZIu^Q_&$$>zfr*AmlP>NA1<1p`FDvd71ZzSx}?j9ma#M#eR zfFr^GCVbd?U(|_*5yZ<>`E~MnWR2w!tB1(t7U+IsS zQjk(uXed(?eyqK2NY1Nr1SX*KvkAckz_-8_m_C#5we3MmP*bd-{_h*6rW=jV=G-(( zQr|Z@$~&^hgAR}gozL`jF{VC!(%Qo?M<}w(@i3(gXlDF(g)f!_%*@%K!>NUSJsSt9 z+-3cPUk!}7y|{O53tlA8Jtl>y|7w)}&&^P9;5IwK%Sz3Xvb8NAy8@g?@ZQ)bC}{P` z_nd&ghtM)5oqA6;H6&dB7JfoUN0HLY->#6kBY z1?0W@{3kS}0#32%c}cT_ZAY=_2cKZ7{4SpO=*@pE=1U{Eq61wH%wg zEhgJ#cs7(tlW*iQ{@nY}T94bk?2{g1LxD!W%W2I|*;#+?J5c=J6YwY1WaI~*+nyy? zrSMotkt5KkA#bZE>mqOuP32)(y;M^@+7_0o{*pSM*d2q%G^H%~Y(udcgi8Vl8FhkI zpFp>a-j6p>Z*4Wn$vP`w_BW>g!Dy2p)h^p!GVTt;vS2U535PfwaAzW~z$O9TgGmj7 zgRTucUcLKvxHHn={pFH3*1DU^;i zBZvmmz$XZ~64Lea$)F!*t9!F^@40*oyd90!k91kUonF6z8X7H3DNPlt$*8JY7^oO+ zQf+O$6*5KeP>r;>7b?l){(iv#hp)|dt# ziqtli@H!7{$z?Cj`QKBHttDnY!7+=5lq1{}OVM|q^{zOVpUJ!k|M;=e$;ZC;pf;*> zKrsbA74`u9P7=I{VD!=S&b&NIMiZzZGF9)LoE0H^OgOZQl~0`N5AN(zEm@>MT&P*^?q#+8VayU3=4Z}Un6Hp zjE`myHF!i%%^gpsz0EsBM9B#YpfXBK@O4pJTb3c4{@|3{m{Anr>{ptKOON$?SXcc=)m8bWM&(0@1=wK_mXVsoyzx?|UN``6E?W7m_}B))==t&&j+B z;~s`hPueWfW-B0ef325PE0QfghAbChC7>Zjk*SDIRCuRz%ISw5?pVI`g?vT*y;~skYb5M# zP&6aRyu=w<+Vqj)$*sI*m-N+V@=4dNzATGGng{Q0dw)+XPwtAfU1tG3;7%!|j$kM* zwGF2>1Ix+su)JS@SQASI;}jUS`;OXXd)Gv_KRwuw&USXvV37%bhk&kjPk{?A)J|V_ zv8%YG4hWd>LqgF}g6`<_?DQ|9&z#y*gMadTZlncD!}qaTUpJ|194k#J?%SvZx=tIH zPJ4MIy0-37Szl*lMiq@We_aw8g`NNhR`^g^5e+*+#+pr&c$avFbk@9+H0K|Eo_9BH zVQl0%sO+Znw2nCfPSx1j3_X5s%wbAoW?l&EF5||PBYC=cs`>9B-I43M>}p;_#ra{~ zC`?6ZWpKSeq^~H$by^_$jC64Gj}*ky>oD=jR0ITzSZs)AY_H1__MEiU1-u@wsY-Je zE0E=GED0Xo7UYwf?+H31oBZbl~TO(@@y%VOXa-A!w? z%nSp#IN7sKCJ{gT+wQVinY~L+h^C#`KRd%89_2|mo#*M|w{5ukC{x|9tmL?ZmOYP# z9-h;>fq^oK5`?!9(U>g)3LedDX|lZoRtLC$u+MI?ZP`xJ74W&O%ff!X2#~tC^Gi-f zVf4+yeQ8O~ z5>E`C*y>8Ir2nd%VXKGASn%`s2EMf^eZi(G9jfOuahej(ZOih?%hx!joiyC)6}LB~ zH5$^=9hG-^od)(?a=86WGT|c<`*bp?059X*IY<951Hmj6bLJPxQi6z?3Dzz*7=D>J zJ9_QsWaC`^03>Q=qhA{th-ciJtPlV9^x}X4v>*F&yEEdmmhgh9s*mp*{DGHtl9e42 zh0Zm8@Xm2;DScABXi^))RRTSW^j?d2Z1OeMDzSeP=Y2UiHw3*)=}p6EGD+<)ar9KG zG}9D+-?#(RqNx-G$XOZKBbCDF6-#f~_!Ov4* zb+hBGZ8iJW=S{+GVS$HlXI&Ojv{NIx0P-3d`V@ho>a)+-!?+4?@~iGLFeaMPF*dnRy6^9aZL&#mAq6i%kkRH z{%`zYoW)O49&v};bF4oOJ)=I2b!`ZXBAja(I@@7X*?j$AKUGLi%V*5w$KJCy!g6{d zL$%%mg%Z5@6P}-Axj-I%_jYl0l9%B_BCS)ZjbvpKAKJ%?4bmmwKQ){qQWjcA zyuya27%7BVavt2iTYpOLKhrk!`t6IoyWdXcZ9Vlu!4*DvH8DX4F3{y)eB!rMtfk|K zhJb#^-psQ;gcgN{UT@cc?EWUP7bspb(()U8k&G%x87G~6JB~*0_yG++PYs>T3RwgL zKqj&kMzDro_78s=S6AYR4ZOoLZ-lhYcE~ft{G!iEC^o-z5q4FK8CTfch# z^rX~Q@TuR`agh-eXEal&Xb^C~rG?JWQK?9hfvaPPW@0XI)YhU(l`|^cPt#q`KFSg- z0G59Js+eJ9>6;app6>temDpSYJ3k}%t&)9UAF`J@|F_0M1IhmZ;Mkq7FEKGP%G;$T zlA*tZ)%sGsSe6$Xx3lcvy(@JYo86V~8E99dHm!@evXckW{>Udz{1Ra$0snZk*5Ism zXJIp$DE)m9@!J0ATlwwBBYl#Qk~Mdiu_0b{6_ruyr>ZC_5wE5NU&~R>+X-r;w?UF$tLggt%TFTFS4X4znG0$@kF@QN7c9L?GXYP#AeO5of*ck$r}()R&NNR! z7_lSfgPk6gp-|)i3(kVUchT;&)la|6!EQE`a`CG_SFLY`$=ygjOC0jSA;@&lIOq+7 zJ+y8+!c|F3P6G^ukq{kt1faHE=9saE6oJWV?Jjr9DWoe2&b?Qr2b}4w!20gluAZc` z5K_;kh0B9GD#v!lTP1E3;>g2uSEXCOCG(a*s0@fSfc*Ct+V9MYHi^bS&+PP8wcCUWL?`a`g(5h*lYMotF9g`x$83O z+s0}fT`yQQpe*8OB07kxOhpzy-(v6?^O@T<&UaXaZ@A?9_MtC-$_L>kD9NeJR-(Lj zJdrp;vd*S|9rgTP-Qu3eGj4w4@wbs;uH&@6v>)*nWOFr-$L^JwqHbI^e~O^F^hvZK zDj!-Zs}n!=dj)3Q;1JE`A<_`ly5`=$I5DIx7Eg@AOFDP!yj-d6Nj7~gQscfJZx+N# zf6R}&fS8-CMQpW?Y;BW$3?hiC^eNuktk{wd8S?R!63$-S?5na_LF(wiB)&Pc*Tg3v z=xX|Yy5tK|Qje)y66AMHE^7sqCEeK__d=G12q%z__OKubYYi~G$zn=-oTkKE80FmA z7>LgP+68Hc4&ox;A3;9?iO%cen&(!JV6ExK!_*Z!m?iT`1BVh8){rzhfA9) z0=5oIR5j-&+EZGRO}pwlr&w~i24qW77g+`}>fISNM+JH&g*`lRu#YtoM7K}2uxi(` z5|7}UUZXAB>7g!a_XO51N@xEU%hzw^K6s?P4EVUhJ3QT52S2Dnb(i zti9}EI@`)gTnIU^vAIgSc)=wIZm5A}^$Sb-2y@b+yeYxj1J4GPxBBW`StRy(;Pml2 z;L4hMCrlsu!ZdL0uKKCYoJ_RVhOfTSD}HP3+Eh5OzRxNv5tbcBn|0)JL=|+I13fMu zyk})($OjQt4=SQzpL}CeHz#&3Yn#1o2v%uCcWspqc^2{cTf#fu8KVkXs~=D2 zZ=a3VSIHCS?#zJQpcZO7!d3KJRfZ zWDCF7I6HFVn^}3_P1HWg8Bx5CzRWRk@?)+#h3L-f#*oro>hn-Yl#OI-gzLm=<^B=r z60b(qW*KO~A&RnkOC%fWR=HI@-gZnG=MjDbGmWmy?A;RXexR7T2jy$Fzrs~!* zg5END_^*fii)?LU<@kwdp74&vJf*ZUF8}>I{zLtwX44mg*1G1@_w4dMR8RkT#AwuH zgo2G$yL*ncV48X^7V! z5yq0saxjd#@*Yu>;BPLiaBRKOF1>0(MhKyJT1k}|wywCrhcGB?!Gk1IGW0YzZAQ2$ zd{?H)&8+MAGBh2%58s?^WI16k?uo?SOkr)dg&UYV8I*x=!;5|WWxg!3I=@+a`0E6)QO_(RilUGp)1v#CkVWMDh_dKAO={`{dUU%ecI|WVTTS1X&xszLW_|vkYvI5@gP9i|;@zB2=l& zvTFGYh@*dFIUxVFgG8Qm&_`$GqFl*}-G=N`50Yq=51yMEZeE#H%CTq>whkItY?|PL z`V9hTnrgP6PK-5k7FNgedaH`*gLYyy|6HHbIq{}$_PqsWhk=q3H&C&sTnz9){hT1b zuQbnvoKpheZPVB?+T~Ck--KZ6cu<5SdA1t2#DZlQy{j8Vd7CayKp;y zFo-N)2wnATM_4ATyZ#he{+k$e2xpO$Y=*ZtXOPt86qnLA;DOWa8Ly!A$;xImMOHd3 zY`98qMhUy_bz=5MshR@u=A)Z2dSTx0J)}fkYR=kX^-IbO2a7g)fK%(o8tSr5Ukezh@@ zblLP4K@ZJ};Q@n%FkUyMg`>n)lD^gg;Qf7>!hPl-etHvXo)l{U8Q3;~(GhGjCJ)q!x0uWex2MmJv#Yd#Q_F8fIRyguSNt2 zeXx-h5JUH@PAkrBKX%msG?U9xlJeGm}x=S-;&w)}pBeG1zU);*4?O9UnLRDOff1gL?%--N^ z>$8W``l%G^^BM@cMYiPHM9jf7NB_#THA#+Hr9eLo1-5hxG*3|YkaFjnPg8VhfTp@9 zULYmmF>W0HqyP_d^Z?xuR;l&;j?C}j%f__^`x{dOn2oX*OR_0~m#AkqMWx|eB)-z! zc7|+E2xXcTg=i9?{u-I#}q&fts7DsY9~tMS%d{VdVz#j6)iA~H%nG4+2Xqm(dydX{zx zA{>dBi5=hFOiWJDI+fSW8C$I{zdPH$!Sp^c*Uvi!9sl;cb@|c_X}qn~(Rmd{F0ZYq z+I_=!Bd_&|jQb~cKumF<6ZFZ@LiIp|D!}pdJE)Ca#0ZxULGF{%?}@r-3RAbSt~plA zlMP?JO^ikzP7deG5+p?ho4Ia;_eizbyhw}_q!lai0NcnA?WL&y7t4jVFC}+a;8SJb z!FT#WHD`S*o;={m^__OB+pWeOFQ-EDs#~LOM%U#Ua(Q~eulr^zY9ByatXzW5`p#%S zG~(2$B!@Y5>A1#ju5jdX@y>Nbwd1`eSl%W*3YO}1mr<}N3zDt(ni_^zvu#@2ydv6; zBPQN|a>z8Lj)QW2A8`lcIR9GWwG0G4YucgFqWv_qmlX95A^dc&(59TuJjoYji@+< z%1CYLSXGPguP-BnwwH^9v$Qibso{3D@URXZRdSq^jxoY_;z(*QzY(Jal9YUOQYgdB)ou(J1-b3ym{WxW)1I?1rQ(8G3u&SXg% zCEhRhAdcB@!yvZVm`0M>jPw=4)MLI@mf#c?@GIcSL*Ci76K2_!YqsX8 zj`Qrphec4hNg72I^Q2y;kbB|JpBX=1Za+iE0L1p9kNDXOTICwn^267s3(l5|#kL02dXvn})3#m1e~vX}v&iOuX@RSPGE zmY=R@GS-g0mUF~{d_8al*cExyW`sg-&E_aU{tD+8oQ&SwI{*!TC?4vlrIYJCij58P zw9Izi%y`;NEzE5d@4Z0O-~JRZ92sVmK`oWUGIlfaixD3;e2Vz(jhJ8A4?KMQ$~SKY zi_3mF+=(lNv@THqBRd-U>7(u6w5J=k+Nqrq0$niCyt8vFjH1%dB?kMh^xAhkb7}Dr zVNp!1M>ktPkk7WmE35@^f%BmylVr9<$o+QFIzD@l0;{{O#HlJFko46%DrYAG=U%;e z`s=?xFwnx?apYN+zQS)*R((JS5)EE6Q0Rt>+pH?icl6=vgrS zCWy7bb*NAkd5+Y0oX@sD2L1REJoFl%664ll@YG`h)00T&T5H>Xh(qj5XC7#zP*(@4 z&xvpD@1+&>TcwH`P9BajcNf}H)qec6B*-$NrJb+tY#P*l5#CV1Wn34A)@K)Q+@IEN z-2bPb!Kg#DZAf@#Rhc&CH>m|JR%rpas3qVq!t!&|Kw=|Uog){t*(BDMZ|?hb@gR8>zXu8O1IAzmG4~js8Ph*y;Q^Ui!YW zlKA;@F0@YP+2nS9qpN=hqL%8sjEdu6XG`_p3OPM&On6=(O?}>2jW=I^%ew7A9gmg- z)d6Zyj~6(G0r>9UZjYn?;XFcBbkzg?u^&Ka?BAyHzj%`WJ3I3K{qH*%e{{=jiiPF2 zXQ7#kqx!A+EUeG>;pf^;uUkHhe5F!gV6{yE@%>KQW*J8*O_i<;oMJ}H`;We_Wt3*? zb5sGs)mwO8eMGDV2;DK1mCaDHJs;0s4rAk*x{+zy;lF!Y_okf5<2Gj;!zXlMpAgt|%NLSF_}WHr!?KNytMY+2WmekIZE=8R z94){^B@8o}tJG0R#IjrhaiA^evC-4&(`ZjPaV~b9{cM&Wn@HYLxK#6bc8 z390@#^kX)cXZll1S1xOu78Y6;ID~OeM^FRK@+ma*K2L=eTUehgN`mWi_=C zAz4&2cKng&XrSOGL9ks69;J%frk^L<6n9LS{}d(C^sB<(0f%M9DpBda7PQ-Rt@0p+*gx zE9?X2ZrX8yI@E5*3q3Kpl6$k2+0KiM*$047_$mF|)xiM`&}0}NuZWaz;^V70IMaDv zO%b*lI!^Al{iqx}7vGk%JN^?OmNb2`KB3m&k2VLJ*DSlc_?~UaY~kqiE}#8U^o6ZW zl5>`+|9_6wY+VHg*nfQ&Dqe}3#;VAA`IVf+Nm z&mdc~;E>yrqF`tkg=t}a+0spvgCymLC@x9upy+iWg>B}pDkVGi0QynRCCy$cdCB9V za!uaFmHqgSxiZm)QcVLytWZ#EL+vFG83>acmg2Qv;Bv9^4!k`EDVlJ%FFbbUGoK9! z`rX?Dw#CH3DKuG68_n9Rw-L~qGFn}2 z7ubht15;JDpty(sQGaxigFc7sM+is5=IVf-e>D6@Sk*os@ zti9NU0iQQt591*krPf8kgBwgYbyDQ1h7>&i+==|G64ot<|~eDdzv7wZvOV17rg zhWb9vz3DR5Uv$Z~2N*cI>&e#VxmDD~!B($m;D9(2zinaFJzTEoPn&?~2i_flW9-6e z?NJ)LC^1XA;$g_Tp^C;5CzIowqWnK>QYK)TW^5?=oR<=-E@m1UlE@_Z;0E<^OU`c4 zpJATQrdB-K+(pFep&(!W@ftTlx$7)FML=_{qOHOI>465#94VGc( zoL6SVSj^SRCu-=0WC#wtZ~GM>Y--K~2I9_>#j6LW@cLuqxeyWt|5~L- zcTgqz5Xqu4)!4bmsOcAan;M@yTP?PcCthttkN7JenH9yV;Ia8V$1(EN#q0e* z!7Hu4cAtFlW`jm*19M7yzpSNE(0>Bq`v;W0HBAQmvd_m}JC>Ho+zS@rUS3|#c($jQ zKAf*WL|4@=ChV;Lj#=t(7_|Oclz)C5U>L_b?Ok>Bi+XVCL3L)&dI2|ow9PI;)7px& zCDuh+xY2^CJ_{9L-tjiLfS&Q%x&T>+V+cC%O!-nc7ry6FPq&tZNz0K56;UrV*bbG= zJ9}(iVu?Q83;YYPrQ4z%rE(X|$0ql!h)56L^awB1TNi=;y^4Gq``eF$1xvq5G@~pN zPTlPRCagV5jE9MKcIM_BI-lD9t=;>c3p$paC$G79vP>fxOu$Q<7DXvk68HQ9{0HU9 z%1>yhzk0?-wEtCWy;%B(`kob0{}jkeZqy?5PTnKC01FA}O(P zU31mZrEh@<9U>bt8!dmtTuQ7N`@?HMxc}K)Hr!>c176iaSjKJz2LPP?t~th5v`*au zo@e<8_XI26CKWd5JBvHy1DIUaU1bFgtEes#L_H*XetVJYu|w-75B|L)Rn_WjQ_>crN1mMxBF=HkNE zP374!?9+;&0!hBD$pz7uHsYzGO52Qg#UiCcjQ^y0`7euEmb#)=qR(m*WcJP*S5J?M zDtuZDTcbO_2|pSvBL|(62=AiLP&l?u`Fxo>B0e@fAw2hRwkX^8F+AKD8EByT*{Pxw zlXWZ-@viw69R>H}>j%wEQodc$EDof<*7FY<1g6w=+s41IKhNB+>KMNMd4^jIyAth~ z({49ypKYWv-w#(KF;;S(+bnLqO7+q7d97>c9f&V!YZW28D1ohfcUt*Ta?t+2T7cBY zYed-F2+R2=bn(I?rxOjzO`TU8jo+Ll{H~rgWj{+#N7;SoqbXFf|ELz zRJGK89Z63?Ex#UyPj5v(jCe;6di8<7&ObDZWJ}U{IvG>(UMgflnXI!o&v%MC?#8(0 zVz0&;PFgo_g-Heuu3ql^c-9!iYH>)M%Ez3GTyJSNIegSqmlFPSveGPk8xgji1!Ca3 zF^sNpl__>U9v1}Lj8#8C_!!`tMFuw#)*oL#>}3m{UVnIOKK4sp0*UQC!6#4T1dx_0a_uA&H9&2QcKq8`4cY(~P(PP?PO^32109rOoIW_EbNsEpx8Xw{+3m-s33p0AI}JM$1Z$i{Em_np^`*7DQsRIBP- zRwgrOiRGTYpFwoUvn-MPbyac5Q}XxA-$LWZj%7vRRgc>t4l3|bp(GSH{#TD~9PxeW z{#n0;y*OlM+xmR(j{NOJ_U3CDMWXM6`5WBKhVQ`<2RoJv5W?%RFL&uzHfH*fVNdsa z0)Z_^l#C^9>ThgSnnQ>`_OK%`8&I6Wirox7ob=R|Ep;L!N6F^EzuU z7!_wGs?)>5YI`T3>Gr=6NBvv_)ef5{xX*|``OI-EM7P4)vbTz(`2?I#fO4J{eoD7k z5BOqDs8LkTl_6Ye+2&u4MX@NK5Rc%GQZKlBFOTI;Hlxot9WLgGN1d0sZ!9BPg#7*6 zHc5!lW!(LSCm2Qv9dwnN8xawjCu%K~nvwrF{bhCdi^TZ%-6Y$F%)N~bwFotU{$%fx z$mjF|mEv>U2yMNTzCTt@6k1aY2vEZw&`_T67hI=b65)&1w+*{A{_&_Gmm>+CUS;Nkk}Uy}9;jwelDeA@-r9c;Cn#1y>dq z=XL$~KHl1WOlTMV^Nbga{j;hn)(f$|wX5Z>u;8L!mF7>u{93S(XhF9P%qU;vCDXCl zI>WP#T&S$l4|8*V!gy|tliFOadw_a+#e8Y*E8tDz^Aj2e{*nP2>}%bs&rF`I$2{qW zaYZ5ccvBEk*sM-fK!(i5cDY;lx~Or)Va~l13vtA?0`2s{%W|e=@$f&;*KhcD{$R z($(NTt+24DwdY(vT-!t}z_WD{GR$r{LVB|tm~sL#x`JpQWPtoO1D1a<%IaBf^dy#s zq5mCt)I2inrIB&KA8wjuixAQs0C6a;CvNdKJ#8j?cWVdi2EzMaLiR$qqlUcSrKD|#! zPR;TZ^Ybxoq5@bMji2T?@^{U6ZI2?h2xZEKxX`aTw`>9rq<;+a6;N4hM-Kw%+HEbm zrp*{57+VIb%mLMK*K%W+EaurMs!cI3KKI)>zKb$TB`+8j!@EHwp@yn`);~n-TiaLG zo*oNRDSyBIDlX0~Y`_WZ28VoH(NFE0Nc*?~deAfo_94Z(fj4bFgdS@8_4V~V?`Y<} z(-KL&$&=CdRL&@)**;to9j&USHUJ9u?dcQg<6@sYmroOwisn*jS#S4zT@;s=MixcX zJ~Vhmj^ih!;`{pZRXLGWfP#TTSo(XzeY7;^?}z(Ig~52<|Sy-Q6O%CO~j^ch^7&?(QzZ2A9Eo zaEAc~cX!t_1 zIpntV_J)R&lT+!)`#w7|%D-Od*NO~Z zXJu2L_vWp>%zG=LHkLlrBVQrXV@n8$Bbsw=XNq|7Xq{&=9FY63z(oko-Ku(&fQ#SPS&woOb5?VeC}Q^UjVB+?uj!V(8+BE*WDZ#0L9v67&&sS25N&~SgJqHgCDZ0szT-%7ppM^d?ZQl-TC(92=iAGOvJbUvkF9rXJ=iD8 z{^gCMEvdqUK1oT!_KxHJHlr%Ase0sxsUCvM-{trh6=@5Y4ub4S z)P@q63uN2J%e`0W$NtAwX2!Y(-!g{%$5UBt98fG@;3}UQW@4OzW=!ZD`e2&p3kSSw zY@hZO43)jH#j;_&Xw21$9&w@M=LFxu)3gHvM9YkX>dHb}yOLy$>g-oWF%%L)$qYQ+ zW7tQAG0p)mkNYN4O9IE{do~QFe|Zad5d_tg*VUO$Y0ObP4sSQHraxhBRrbWiL0mR% zdfB)#B;LG7>UttZi=J7J;NP2N9TlRmo@tsAx7;T{1!94cJHloA86QRhL`fW*F|rWm2&sl5p>z9JE<>|PeHLvwOz7R);Y zs9=6Vx#|H7{opPfB4VfltaqZWCoxM_{N@flt-7;^>%?vAhXhB6 zC}e_0o@*{3oi|xcdkt6L_*uICdP8K?(0R@n;qdFk&`1_dRChRW*X#?Y48`)YFv|3r z6<@Rn8pdE7!&~`wVJWM;UmWrXqpVz($QLfD9rW6_JDI*B&#FMcsQ{u$1oDO|vR?rH zciYJzF5B#~!*T$lr<&ts3^LR`fl9F>>n>MB3bxsr7=nXrV;@H!uWjC}uhA|m`SOmi zUX-RByp277oa~>d;D{E3re6PoV*NiK^LqGfS6&IaUwjjV63gX%Sw>9ntZcJkEwpK@ z_-eZ5>lm$$GT=Idn}pno28_QT7~&`RW1~G=&0kO_7#rK4ZAktIsF{7`B_@Sn01^T~ zMRqUE%#;Bhgs;`qh6jedOvsb`d`mxj1C(U8r^_?{zGa1fB8QDw~uR5A8IHVk80nf zpdhz&ba_3eKVOe(`dL5X$Ylsi-PgT#H1nZHa}k62rtT2^%)~dC{6U#XZ8c_kz-GAK z-U7tcxc1_*eJoS@JN(1nLA1Pldpt(@exC->kZ_oy67f54bOWVJ=Y1j?-Bm_qTc!~_n>u7K2TsH2q_cShrCd_}dVzifiA;w! zo6DWgD9fJbNIKrPlwSi7v%Nf2(B8ax!((@Z?%MpkHJHS)y*#}1t#vg@D6SXi8Y)9C4PB!2NjJHrBL;82K zciPS`Vb9Q>G-*3Y+8#=^q(g|qz}lR)f)w=oAV@vw=x)~v_x5NRn|ZP-bSs-hXe zm&~G%&~=8m4zkAFv9*XF1R!s_K1cMW zux2pgm8@IBGKf-$|Mi=Lt&s1|E=M8_-;|$fak>eExA%Z^b1yzwwYMN@X9p`J0;K8w z6Jhb!-&$9p);2}@-B4no!Di6(nkO&^n%@x&1p-Va`TKnr3L%r(P|dH%7kmge6}qbT z&zK6=V+Wfv#bAlL2JOi3>x`2Z2{InH2&(qG=+BL4e+9Fc3$vHU<447Xc*z-q2mW{) zN|Z71-;~E~?R=qH;RIwu56J*44`@JAqook%Z=ggy<eZm63=6xh9YCn)#!_q~qF zOG+%fb8d@<`nj6{104$H&n|zHMii9!jQcU8TB=fBB7z_6UNAF+FJ~svp@bJ%$IRB*U}^4*XR=b{;}{-7_7&zOZ9Nr1~|%JrP!SNJK9- z0;=*2zqF^y*QCBoWU_s5#PeN*yYm{N+@~zIKtY{)ylNPGy$KuD=V0ti6>{AJ>bhN z(a=uwU$WG!F`aN$Q$y>P0Z?WyI#mV2HC8G3mV;g0tfUyKV*CBqw7u5wSV;{{M8hoF z6WI{EBYmkI;DWR73vB}Zm|^|Dd6btu|2sYJ|Md6+xRuiAst#h^l(XJ;w@0sK_i~pP zCNcnvUil?Q(wN8rn)O&9n_5u9XpeE{(Brnm$S10|%PVxBgZ#7U7?E^hDwzanf8>!Y zT}cvJn`I(@?HX-z%V8a4w%&$>jEoHFDqYwogF3_2&uB1VyhMe$-U|y03lX0~LXi6- zcSHH8*5ZZn<5OlS-A&{8wE&hAefjgfi_$Iha@<)O{M^TnWyT}JOD!J#qoXFE2qL7b z+Mt^k{u9k``0_R&Y@B&)ci(1wz1Aw@5>Fqi=L1TBG_n z1#AaBgZIMgvwNpPk%D#Z0*cBi_iD#fB*$f2>5>4i@bqKIozKuI!!Ywju65Wbq(0&J z%@+T0(O$slQ=VnS_)s(Cxu6ta-RopkmWj5M0qzyzFLpDTn10X%eiu&knhw7y@hWkX zK|lzKh$#5;XJ_C|>I<-=H}Z;ld@hckQ^J_O!yhd0_2;-!&-?w-)a75tt&itN_S=Y* zu{;mKglW{^gtNR{vQ!NDar*BgUaimUA^K0Pe^PhoGy~7BWDPG{3-Bk|bx&b44m{SU zRgY;2XxL!QtMyjrMclc$vn$|dW4bD7i9y&*dIV@oqb^!+Iw&9PKVgenSY7vvGpEcF zs|-9ykn~9P8(qd3Kgb_!-ZtB#30zZy9~~?&U8xZH+V}6-T>n(=^Yx7DE)LOjc|?}Y zY+u$t&aHZ90y9gBJie(%D33cRYG@2nXL@!vyPf|50JbVY#0H)I?=_oU(SCAS&2!|A zlgMjE?Hg?<88Cl(?U2^Ox84t6^Nc9KbN4_Ld=CZKRHZ|8MB5A2GN4>ID&g8-?c6t8 z{-CM`Oon~{M@u@$A_Hn_anqr)2EN=**&(&PQ@&-Pnn71 z;VkWYZd3z>)ZiMCy+x5Q`3(x(73akY^H$Q)(>na==q2?|t>n_@g-a?qfF{c1nT%#2 z67j{Qr4eq8qz~#mo#7x8@{Be6`>nCWj?k2U7KP?rNLD~Kc+gmMeUAa&p=lV7F4sd03zJJo=8UnZYkF2l0CxWgit7G*7`k=H|z10!|g-WW?n zrG-J!UPKRIaX)RSNt58=rU9eOwZe6@!BCv4z2>>;8MgsmYUhv|0gbjXtd86DcQ7=u zk9|>%JHIru__Jl1q+ZeSkM|RdIx*I_XH^lG&@9fV`xCt7E{$fS{@Wc-bcwg3K9Cwu}S&LPI74 zdzN6gg@G+K=ILg3+60{htn)z-5;&h_dLK16;P&(f?E2Mdv*PY!ge?JJht=~4I!K3@ zIS>W;V}|2EleF~GCVmj$fY!FTKF`!29(IU5VrIU0RX-o@=%P}?bZ&`uOZ=!a(z2T1 zl9SDCWBEfdNu+zGneTNhE*DLFJabCYrI2On?(#S0Yc@=dQk?n=q_1M(;3?O`a$Qq} z<`XZiNAHm|Bgsv2gLHxk2NL3K?`OBNF0lwZpH|CjiS_H4dXxH`=u!DD zU>JC}hw!?d>+F`JtzvciL>%de9SmH!W?U_k)INL4xvtB;HUSORR{Mx~ZIlL59r1si zTLiR4+Dp@aus%CK4-TujB!9^krSA$v*&Y`sFH2Y-RM6KSX2J6WrR242vbP4RtDm-HHQt3ATHl=9kTZDil>k2c2u#&hGHZ^3}`e` z8inUsgXzUD>y5OwAaNqXMSo+2rS6y&Z_jXjunW+D*y&xqVk#y6bWD7h>SXC)nF>t) zelJBkpV+f=%}(&Ny@?x9T^^U?)f)K867uH5b$pe(RF*@7|6!7*m`!pAzxc}Ro(!F$ z{UPMA%P7K-ee-lU>?wBrQH^DCv{yro&&Vzx^Kfv53?b<_A;O9$yuA752^HwRna>jc zKAEi9THb;zb#AM6d|!>(R{+SBxZU~D^+-OyE?X)>Px`86Mz}E<7y#=}FFYGqjkiBJ zP8z})XGLpS>B+)GfqS^{Mz14)`xV^)22YwCc}YnF10m4D|@4t(+vtuj9cMmLF)s zcU$FR%A&E8KaZoc3nYk+w;~p_Dh%vLcI;5*W8UJ1s3hR+*Jf|mYA;Nkzy0j zIgK;ICcwX2%Ea=?T!ify972GwH$f}B0p_7?VEX zqy!}$uo-Tzw5w!|hsM1(mQ=LFO)3_f=bRa9tL9~MhwB|P#-#}j_HuDARauQPmbc(g zC=MR;sHo8+<(wb3HHJ;#4wq?=UjRTETuv#vJ6zy5Xk{-ED7d{+NWkBU7hz?5S9f@_ zE{7s*kdmvX(U5EvneRFzf0~Yy3D9?o{Gp7Rz&6Qil6@VADdus{wW!hJ3i~M@>&oWJ zYCAbfO=d3Jp81xxaAD;AH01KBu)fw{)v@L78Y{xIM?#%#V)D6U5#7E?X2V0 z(z_WK-TUQhBZ{na(}8wG1*Qtj1kZH=@8w!!0r7IfXia-Z$l$RT9_qvc@O$`H8}DfH zKJft&;hPZ?uBawB*Q+4cHn0~syWU`cmY#iy`MZpCu&tIu`6x7V(!q=C&f9s>b;%)` z-HmCec67XH_Yj}!mUqGMD@(@su}$4I!gj^*zQf-AoZY1YaIgIoZ{L;5Ju-}XXxq!= z!ID+LLN-prQhmYijlA$92XtA&9B5wO!EEI(sM$K-EzD%o?}oqLvQ@%VQ&X!;Jz(?c zW@i&joO{pSS0qJ&rfZpC<;2STx%*EQW{7l78nnMj*5{QH0#4E24G+iKT)krYQ`Als zdt#N(fMDOebRa$|^`h3SYN6;-CV-~nTVC2RX2_DCgWt6qGZ?I^ZI~Q+O*^ejAz{kb zf)&++!25KJlZ!5}wmT$FiCzbsVD9MYd-TKSTP$|>U||f^MQXMt!*4arU0j|<1&@L% zw5cFEdiZ^k`LJfq`!nx2MH$;PlFamI?Y;c+YuIX^*r{P{s&E{ZHpI*pvLh!{kg0LS zxdgls%$ge;dL8rNs_MyWI+Aorn})sc*d;{;c;XuWNWbg}VpMlQP&5Kv7wnx%M2UNN zIkiT)f|@<8Xf#h7QX3&jnMB|d5KJ05>^YKhb7uFHCDZw&H1N%qu;oN=i20Zl!vjbih5VqWI_@&evWXLK3q`uV-B9tru~HJb9pPX3`f$ z_C%SHxhDi{ql1$!dR%@{qENbNc>{AwXUD#Nla1(cVU~PRZS*=8SM`sy-Ca(l32ZI{@T0O~J4jcr;K9$hXQ2T!aQT8n_NQ{QBwk7^`M+1m|YY_0#(I7j_8E;vZ>0VVo z2~Ist)du{j6^bqx0dLN3aSL&OtLZkd_K(~?IeOg_j-2YYg9Sl_1J&;s;s;h>R(!+| zi$wHqC3~A_Wn8G&ppabt5FU0d0cva396S@kG%<#-t*8AQ5(}(rm<~1Z_WMf1j*N3k z8&|;+nkc#cJGek8q&K>c* zyaWssbxRL@3atM#ZfdFTLW3)k95&0v*g`Sp$YQOxW*kK{8=Rm`BMVbRi_C~SFvl85 zWN-e>60eMF%z(xtQ^BgP0M?TsF&5q`i?=D2dN_gyZzE@n6~YxvMWr2m4!Ry5;#M(k zpozM^77#!=*P7YXI#yqH2fKsS#Re8M&pgp3$~_ZK*&K;i>wd&{%;%wv+J_M>&RSN= zxwL<}B+b&R7M1^;XhE^`tbCH~;~}m-dScR!E~}Jh5S8V`WJ3aQ$$&2+B;B7j`N<7AdsQ{nHj45KV(~S-f8? zuGNHmn}HzHn4HS&eHtnvPS4-E;4muKe9{TcZ0LY9z_@w5Ep`1Se;@|#>)#6awWl5< zQpbrI4SgdE*W?t=_>DeSK$X;e+sr@d2a*ojS6NVf^DnZp(>zgX>FT_Vl9laYU7Nf( zP{`y`R-H!EHR53V+EOUZx(dGMoM0z(5}A=#M+bcM#z5RWFrA1+Qz4mUUu z+I&+old~b1A9FQfkDN5wA2i9od@i_-`gyBW%F@mvs6OjGd#eA06n;9`pr1W;MdW8h z%qA`{KVn3iJ3++87t8!ULYt^~pUNNNDiaqJ z=*+I!6%(Qib4YdMf6-~k!}J-SCitvGhbV>J0=r3+jX&iGAhu=g`x1l<#*;tiHPlrR zTYLeS_y!G8aYMULnu1s_<|NHhFsXwFnwpvW+O*?lvcWD<0l*(l%|&ps;)jN~Vo2ZQ z<;^rm*I0k?l7X)RS&T~WKw)NT%3s07KID&#V)?ENu6Rv%`&(J}wR1tpN%ZFZy4dWu zlafOlo)0)odAYe=W(#ix#U>YraavE_jbsSYQwjxt*W7m=I5JjDa=_`OO7qi6KV`E$ zQsw#8cAyYoPR@0y?{i!Xc|4|I(glHWq{(Ec#2kpjNZ}1Srvyoi^)tgS?esqf$zjD> zZ*9r@++jF-m@f5a3o*-xsL!eqhu=2fa&?{@+}!EQJzXL^*PoMb*H*CLHgDbEwne7X z2Mik?D7}m-V^+(ztFXu{O2k~eCKQF3WmpFv<6-n?W%#HThlWj~l2aw;TQPUt4k$M@ zGp(*e1q#>4TTgD1_+N-B_@8OJOW%gLZWN3`=%<9t*1JD(qr4*mS$|--u2sz~gDv?9L_^VK9%=hPMMA zKAdXc?8Bt7s_2IhJ92nGmQ~X-T@@M1Ln37<#NaqbneHAS%#^i6;;(fob5M3|)D0u! z$A#}X?A((}dijsv&{}RWdRBXN#2?i z^1jan1PZZkz0*@*(;EQ-?e{Pfn;P>(dVSScS%);MMBb9Y8~lbObOR2*EY?X(r`1@O zOBUj?_mTq-s?3gf<(AFRr=t&W!>2MHG89C#RnqOV2#Et#8i|bOzDQ~k z@j0M0G0;G2*7#dOq*a-a_AUjg%ZK>tMBhzZ9N1g79XQjqv>obl9)Gdb;D)A{Tb6!9 zhI8bnsc1_ntufdrzO4Y~Db`+Ofyn$`uU#p6Tf5mOWP0#KT-Mc_jFKCQA-O0N7X z(|p}m2(j4!Sp5DcFgayf7SLRDJEWx{?yJ%;e-=tPN;nL_C~CdzP{D(Z3K#r#dlwtt z<}AoIRcD4cZ%T3~J_YZn*NMli*8_4bT)861h_djxLjfe8=TCAVYgQ<+SOF|u=>11> zAR7-jHtIBzC0(w4QnGpCpm?cyeh!ir#_^FzzhV6j=w6S!GqPgy;ezgOavtxxxp{?Z z7&**^*KR}jrHu3L(D)GDKId0vz^0fT2iZDV^OX*OzBzq1W!4fq4A68R9-ce$XlFSFf@J3!?1>{7&7yRDF4aS7PQz8`%twuTi|M-*}DbH0VqTl{TDdNh2K6?Ms1UTAV&gT-bARD+6v?MEuh51WN)H0{Q` zV%CB2F=+dkN@_WC<91`RC;=q|zNS2H;HF#;ICrgA8=RJY$w-r0CUACZ5E6BC>p8Z6 z1$*tGL^(xWF{Irx0q{saA68hLZ?P!MOLN{e-esvQT0qeC9kB3*6*P#vKJhSeIQM)} z!MG~5?9|vd4U)`%y90xNwm& zy>!Dr=490zXcBqdMLtjy@nb9@Kfb!;h%Vr#$?Jsgz#0C9Iz|gj@UmC%NTY~M@$nT% z9PjE~pNVVM*(J5S&!Kx(9iJ|QEre@+WzoAP{2LAx`dR|iDxo5jIdSAAweV$nX;C?w z;@_Syu=jR3$+dZ2nHmy&~>1rYG;JROM?U zZgj7h3=jWU$0sg^(a#Ek#cFJ+hco!SMUIy&Yb_-hUgj-Uy?)URD$`3W!_cr<5m=9l zC6^sLIeWEQqPQx7;S9^;PLZ+@K3RgTTRa&|QTXTdKHlc1i)Vc9IE^(h#9TDtvl~bjMVHi6Z%cZkA=)yRf zQ}f%0T~O_CwUcDW*+d;SlBfmB$3d&Y-EloBik(|8^O0c^Q769b`$MoD4gC7on?0op z%d^>dDrhfoN8sQenYCcx$jghEB~c45?BrActFNltWH+V|{+QJD0geETyF&Bn$BF7( zk8?1R{iE56)wM|W=n9W-Sj;r=Wq&zy7d@HNp`=Q1x%%`42P+GAGI9_TQ?2CF3mQVc z#J>wGA)i8~o-N)Zm9*27j3~-=m5+26Zg{ad6R#~#=E{WIv#I)uj|cTN@v- z2)AkP4_{@>k7y~PoyF?lfF#oS!qpA_fQ$4UN2iDTRMRmo^G2n*qZ0pzZ!QE%7rj5c zVWy6XP+AdT&>U}J=Kv`5`zw$HUC0h=*)>KG-U~MAz)1cNUVf97+xRcQPFpw7?Dq8v z&J8gs;Y|iaEY@r zu%(6m805{8P37A=nEQ?}%4QHYNcmKO-pWd;G)EU2Nt8PWH37S|gyi*8<9NXZSr(KU zUSR`w;Sil$Jb|;khzR4Ol5Xs6)zH<3jPCElZyeI0bD_kw==K2TGSMGDPjJ8+-?NhV zHWfYvy6IX4^KDLHu)){Y%bPp=!gIN$Fv#h9&KjuJrQaSOVWz^rId)e^(AovWB>4WU zMgnkho8tzwvpKLcJnqO_hh+HiS?bOA(5y ziHEsOrbH=<7^Tpeq`%J{QQ2-)u!Dh)5<%)dTWNZ;u*uRww$v4WX7Vu?JlGi7icJEg zrX!V^x8rqTrQui8-XgNEv~U^q9(IPa-&baT+CNSwK#-|cVi`X9u`3cR@S9-ha_QU3 z!nc)qj&x`kxa# z1BMUIg-uNFJ_1JM3{7dml5q&S+tJ>B#-)Tp+O_(cFb@GMjks7qwV20I2my5B`faP+ z6W967%VeeTFgT|jD^y^_qW*}tf1xR?P7^GhiMjnVEDr$d&^jbBD3nz9sido;z(jxt z=tFRQAWTkzz-rwKs(78`oS*9Ev$*mg*a|yh=ACY}(rPjf659E|wdZnJaGFPxPYS;- zW0CCv*S+rII@56~{JXI&WdQII*-=#-NNG_4$L`%MNmCoKJX7y`0a64Pa6o}Fp%PAs zyjBaMp=#KlL-;C2Tooeh?grraP@^q;!7$mu43ht1qc7gM(E5Y0r8OZtGZ%~3$y7I+ zwm=0@-}e62<7|4bEDj@_c3%G-;OxHpGnW^6rp~iy+<$7Upwy0?XaAgq171bW?GXtn zV{`t(7PgQ%dCbjq+ZB#_8LX)q*LjsYY{|`};Qf4^>X;_Lj86xT5%Jobn}!MV)Xx3- z`|gu@6(P75@V)FeV4GX1AhIsY#DfF}DG78a4NAVBU{Zl3~+kE{4NPXbHHKCb0+jt#9QE>k7tfycZ_QT3Yk_ z%V!!R>zWcFs9QMC!LDI6ar|HTx?2H|yEy)%1*Gcs~+!72ZB z-utY_Lk*Y5DOPSmrs&rfY*}fwn>qa&q+VyGDg?zvi#h!znOyxU#4!CL9%U;m92@rl z;f{KuCy1Z!piHVs)9A94+tf^6lOeXBz?WwZ4tsfZ)(?{*YDrhp_|t>b*EWjfKpmTf z??buw@h(SmK4MNT9_g8zMWb7sYlF$4bD+mnrmyhR1Rf~Y=OU5num$YKahUjE`OJk~ zV6|=n^U6fi&Le=mKPgV*vrbB8*F_0ef!5XcCOF}hH9u+)1K^yfY3^e5zA`;iw4tNB zu-xoedut<9zWUarY?gWS#K85efs6Oiqt^@R|iYFy4Pox#7+4r+ekAgz2w-vcv z#k_xH-69W_=gB$Kb0R$Nt}dcnBs`G2Ue#)Y1^)FK=g-lhv;RDz27jqkYIY-BZDPWt z_UlvGBDw46A;_YShqLPcf~_%lyr2Gs`X-_)JZ-P5V>0QaIr#aI?}XBr*iuuz((FPK zWgF)4EL9;g_pR_I;#4ICbGrc(wr`Pn&eoK%hb#0jEL|F4YF}Mqa{QQB`VQFekmuwL zfI{UD@t)3c{QMj}oRUIXT4`=at@|D2ks|fhbp|E0XHffBGZ%2rsGhfz-z^^Th zlmJLi=}<7tVf3f(SCSIgp>?9AF}Tz-+`0xE-3Rw9fOF(AK2^Adff}JgjR6-$%`8%B zLS;HdHn>A0Gwp8Osr+~S`kpDhEXC`JHchy#bRnm1tVDOY{sioKX$&(+P9bZ*lt)p) zQ<;ziRqGyJ)*P&AH00I$*IKEby8s^`#f=rYz~#iGge}iOoJ#Y};arNsjXci`?;*EPcTJSn7-;+%O9Ge#JO~3Q17!!b~ za@YfJNrV?hmk~uD=!A)%ZZOX3-mnfFy6k7H>?fRi?o+pILI&l|Lm!S$XY2S~Z_UKR zZJ@e21UhZkxCkNwH)ja5spdIi$(hffV&Zdjp}cqOws*?ssWj0O0M!!nFuC<>lN)vq$~$AzU$uW7Z#{-9XDE;_3BN_i%Ua$y3==a z)b3H2muY9ga|100(iiu5r0E1o7;Q0NalA zm9aZ|q==D~ooF^6`)Pq3S8t-BtSyy&dU~~pJv3z*rUEe?kl}|!&%3fy@ivcuK-6;D zQ5PLbr7bM@3({*ycJ&^hPFU#&=B}Ga^d#wslYFv?WDB)bJvWu&MqL#ijUH#{5vfY4 zJINon?R41c3-ojXJouN(iMr&8w`}jH8(lc{#MBFpPxCIB>L>D{8C)kG<%8OrC#Tgo zHew4Qm^r1jn_KeCWC&xt>mj<+^Q!pnaP6p4g^JUeGxq3+P$2oH_po&tY<7l~VbqJO zBCfH^cGsA-TCwB=pQHYK(DH;x8Tl3CF|PiDPUF4~(|dA0#H!!DT~zk`&6BI%D|z_h zpS;d6HPLt@n1YtMNNKz8cm>WHXVMe~MMz>6c4`a*P z8=CIcfmOwnt-J67gf1q8#LndVXmhHH-z8j)p&B@6ZX$-Lo*}!92Gnrg7Ml!M`W{97 zz;iTZq-Zs3IPu!G{&~k2-~`f+mFs=aen=EC*Cd-8IViuF`sdQY(1`2vhMwvu)abZr zdP18NALwzd?2YEjR(-Z7^4PH0V?(to6HXm_mzHX#(uCQywTG&Q1BZv8(XGRTsIYWP zW&_m(?VZS9&5_@DB)x7f zKYPjA>`G#iOoRr;Rcvyj9lb44C&f?!+##W1U7~&dtfJ?7r999@B%DNvb~)o5+SBC3 z(zM;=(%t$ORDv0;kxnBzT(r>Ot|;x4)~oW^xfL;Xk9zYo&n4ngQ`4Z-aPX%bad(c~ z=YW6XAL1Q?-sK2KgOXcUAFC!Vx=T*Ck`1QSUc1zz8~k=kLOX`Ham!OGw)het4=S#W ziiTQxhqy(Q45RD<#-v)9R>U#FYSCbvG3ZLX;cMxC<2ARDl%tmRz_wdi7cLEGocSd> z5|*>@@nOfvd4&{aH?j~QDpp}`g@Pxpz*{lu6V;exfC<`-k0^$Y-#zy#{|VzWu2Qn4 z+c_l7QG3M;%x+qzt|Wc@R^t2d#ka!t?@`p5F<|zZpiHi$99q2D9w*dUw2ljpS4rJ4 zg=zEx%eS$ea#4IZyW~KmhrVlRPA56MkvM=R^3yL;o9U;x-?e*@l-K9mTK&z+mL}P~ zW&403l9Ty6Ln)*lfwTf1Zz02meLj5dB{TOwt|h&)vV;1qZ5Dz)a_1x9^w<-AqTa|Q zLic}J-?Fyt6kd{_W(f!dc&&T~{1NBY0JNS{AeMm7-f@sNPwMD`P@)U7_GZ>0Q7fKc zBJ(nFDVlAHj!C)6brsvwiJ<@?WVjJ@#SXbagmCwsjI;^M>K(E&m482iShNjx{YYea z95v|!dI;f+66W6;3M{iNtuB1iy+6)W5F#z7OMOcr3>i?=@#Usha6PEc+!ntNk!bZ2 zs$N<;p8vK&-%fxfaB}mx^`zT71iaAE%=?O~nD~xqc=CAVks0Tfqgaew{_~09xK(Jm zh37U?&=56yM9&gAJNDc9*HtNwA#=QxqnAkoZWwR%4%ATB(8Kx#9oVm51GLOHIvJmb zY&?!hj~z(9fn6|2wD2~104}aqt)ZB02s#Z`RFhquUm|rk*ALv+I8x~|Hui_lgYSFA z*b<1>!4c7!m%>K({PHKvqn@#MgDe&uQd|$Sm`Y=r-X|K}oCjNTf$F?T&dXccuAq zMg@-%R9dBuT>A(HQMEzrXQE@#g?A?ei%hHwbPn~7JcKv!t9R2L9iD1!u-~tq1D&p9 z4z`)c`A&pT7I{;d7rC4k>Mfr=1eeXUyUy>4k#^pYv2%B-lCpDuAtf}?rn%AHVSF2S z&!m=Xmza9vmKO3-O%FG!!waS^GNH*cpOi1Y9@J%Q?s_!c{PLpI(cnuRWls4RFuaLU z(FTk(c^)-eLtq;V27K_d{q^114ud!B-D*m;AVnmUbs#tCH5~of)sB~jHjGYc(=#k^ zId9LFTi|e=ldM>fHD8}!0dx~;3`6ivqcefLFig;`GmhPw5H{jh5O9(?Swh<~qdTd6xj!TD0Oe+#9@(Hnm7 z!lwWGh<{^z{}kna7rUeSGXln6y3LQ}%-a_i8da3RwN4>}jrjXpDW8=Bw6s3jru-LP z=VfD|Ok%}iJMGA~n0;~%Mq$z-KT>pP*rZC1LjUi>QlS+JHw;9~wAo+f4jvrxptKL| z>QR6eWXvY0Z#{1;Y4!eFbH@4x_xqwpk8UI;%*bbL%FG+mnJGQD(%_)TG}(hg_R4hc z%n}v2+liRe{J3}j{0zGMUEamA`*v5!)Wa^(QWHzx7%HLr{+r+L>rX}l-Z3NzhLhI~ zK5R^X5V-4H=6QUYrd6|r@t6!|G(WW~{7tRAg2aMe>p(X-k435I^rk=I~vy%{&g#S=qb(q6?;$q-=zy+YJ zDRJV_Bbc@5O-LF-?C2p!IGfo2REChYj8uIMPGq`yZ27BK?{p+ZJ}b41w)rro-BuUE zoR}{M#?>_sFNT_YKZ$?GF$<_#i*?|+9!CYqqXgi(Gtkp?HFF2UM2Z9j{HHM~^b|%G zN}Ij-CSjTFq1w5TOkw$r;gHu3XA7tabstJ6M-A6;vS(3yACf1(A}<>j8LHh<70bVK z-FYeGMK@p!V?U|LEk8=t01s5OU5Vw+c7;5qp67(7XdIx){s~4&IO!;?u(l5^gG%O; z9jA1myA4?-{lyZygt>a${$6z<$8k%JWJw@Bq_N3#rz9=MuTgtZx0$qa&o5pg^@Gbxg3=qEWUya_`l+L>JaXo&ubkx_@CkbP zWRR5kA~kjwU?K%ohua@F9l0v-YeKYOKOp3vGgNB;?7lS%<*6TF*ZqQG6S64!VSk54_C7cXM4+A^JA#VnZGlI zDuQYUP1rf!?$&O*KH9K1xKWj+3ww2+;ttRi=~M>q<^7^?Tk@n$oK0K^55g*JU%6d~ zp^&-bYm|T8w%>8#$~$PeyLarKAova05oVl0Bgc!?&!|yuugRCv8~sKB4{|BW5m3QJ zqmHwmv1O$2{=dWB8aLD?hK_ln8uK;lMu-wv}r z#4)Q-qn`EGG4+6$?LJB%P0C1BH`+#d?7DTYA~&e4;>+H@&B*dTInLTF5rD*YAK`KX zVg|-MGnZ?xQTw{9)Oza0gQ6EC(+gwq)Ctq76gxy$k6_ zd|R;h^5y>9|20X3@S6v&mrM;@Y^V!uj@QnwGbzphE)AO)IDg#k5!#wg$R-mm$DQs| z4;}~Yh<$Ry0VvBPKhmJGrUfeN1Vaa1c@9W;%Hl9#Z%>Tn(7t9`dC91O=n4m(vhITf)g^5%4UGtckUu+%@JV;*y=zW*#gcYD)%+xNMiXE@1dIQ(Cu zZT6l3A0I!3A=vA9fU@;j=g=|Gw3H!BC>9+>;)8tYpDxGd1&_n1e+Nd8 z9lNuD8+55Cofftnm+j%Cjz}DkR4`mtt;DE-QiSc}Ka+$X>4GZNbikYI<*K9#sE0{m zbl3y64KbV+!DCR#Rt_%LKh~jh!%$)PMU3*#_Wy5Y{rn%<$A4$JzxMlore3|~o9AvD WI;L}L`h-`|kEE!a2;hsZ-~R*a5Yd|e literal 0 HcmV?d00001 diff --git a/articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-search-private-endpoint.png b/articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-search-private-endpoint.png new file mode 100644 index 0000000000000000000000000000000000000000..bd4c202cd5987aa7fa5feded1e31865555cba2a2 GIT binary patch literal 48527 zcmeFYbyQu;vNwtZ*91s#4G@AmEIdeXcY-b!?(Py2Bte6_ySrN;KyY8U1b2tvZ<4+D zx#x~|$N0t_<9+Y16Ii5I&+h8#s_LFyzp4&Vlz)$bN{9*r1A`$YDW(hq10M+k18ang z2-Nt6aFYT5{qRuLbW%2SCAV|1H8Hn>kUP2CLC7I)<|Z&OZgbX(N|*sG$oEHdF3(Uk zS9#Q$jk#w|kPvVHpeC`;O{8p*i7miOf8a2vZRit#XAK z#03ibFG1e2wgv95ipzzdW^7pzX&} zm($vGg%=M2X7|}#R8&z)RP>(-0ngz186~4faO+Bv#ws zoQ_BI59ZdswXlQU-}G!PSE&pPh#DGfEKf=88sX6ecD_;YeoK#2d;@c2dM?LnaQt#x z*YS25)Vl*8nW@LP41*NZAr@5y6<8wK-k)#hEPc3#$wP8zX5@$}0W8nO9I!A=Iav_c z)|$!C*wzTbvuazmS`qA=nb)L~aBzHMbF;pQ@QD$^SHQvJ{}y zlv5-ZwRM1yb1-o*u`r6enY*x23ZjzpI~bdQl*J_eCINgCpfq!GvI8+QySlnExw13a zI+!xE^78UBv#>F9ux3wXEqG@Pk>+B>z zNeMhB|A#+oJ2|<3k+*UDTMB?YnB5HRm|2-vn60gu|GkH!leh~&qJt;8( z%BS%`#w+TBZ2e&ahqoFZ`n~}p1V#sL7Yh=R6&0)yK!EVS4HUb;}8!0Ip zM<+uYFyx68K%B`Opu@?@&1=NMWyr{4!fC?D!DGzBXawP6Wi)0p;^O3iKuiodIsc7> zf`d6=m4;UT&eans<0n#J7G7QsV^&5mE2l9)iiMYvmj}Yi$id0U!wLa&8?qa*{~=`z z21(dDSQ`TBG`BW1g)rOMnErY2Byf<3qLct78xzZa)hJpSI+*|+fHh!lV{Gf{_+O7y z&8;CSPKHnNWaVaKXJzB&;NoTHVCQ80Yp6dI)gca!fGs{zWo2Pv=lRq9NiiT`I)G>m zpDYz1@TVS_4M@}hV(4V+plWMtB|!N^g8ZrHzaGm03(DBg$xzJD2?7vhVdDU?@BqK6 ztSlgQRuC|67NF+e+S?kNo4EgaR7W0OJV za`HdR0%QpOYYL8rE|9-84$%7R5!lSo#uNhVAAcL{KlSGSgE4S%aPzR5m~b$%vGH;+ za&Q=$02<_BXXG_BF<~(><~3qx;rb(me^Ga|HF0t^bbyGM0&)ao1sLcbS&_f_TUB)b zy}hd$J$QW68fZu{H`#y^3=BDpl$eOB+uZ)5w-@eI>+h3@j~QbtILByB>v1_9hlmKU zC>L`%<`}E}f$y@^;nk)KLda31NrlJMMJQgQ63M)dt*}7Q!K?Y{f$*L4^+nyv1#Ho* zTqX)91NDodSYhNiCtu(F!~J~|*J}4)C$~PWrydZp&A~)=)8WLU6!z*@yu_GD?~o}z zVFQ1}XqnYwT?)7%dfD z@m&(v=d4xku$Ug`mZRZKq&(;qMy6`#h?e(|HJ^rzjz5g z+*^jy&y3lnKn3qq;QAvG}bVeLl?tMz8@+Z^&w$VMG~ zQ6F9q&>>KC&k_r#-P8y4E?H*XWF9?t2{FyvFX)74A)s{IZ>3q1C0a5kH)TuYaX)J#y7Z)z( z_B*zx&)C>l3XlD}%Osw?*55{~pwjT8_rB?2MBFKL7wQ@s;Cix^e){s9($X-~H21)h zwcY{D=YMqEnl&Op9^rdsi+G7eoDL#R&1bcmVc{SQJN4L|EbM>O_r2#Fh-cnPf4rlG zN5Xu~$Cn&M^&YOmWQfq^XbGbOK!F5EJ@;9en)lhJOSHOjPw=nxI0d&c#?WHR0!&8$-S)F6!B*Z=E9quJ|E)sOe*DsA*kaUZdNeLx|% z4Q_~OxoSVXoz09>`QUXTE)owl~=4xdVFq-77S{upp~F$Iy0r$cL)&GBUN*&$6sl z9Z>D7NSU69t<&^7G1Pa+D?G=kxB=L$Wg~eNn1pVu^$+jy6&@9;p|{Jmd<~BW0sK)c zJlm)7x-J9?{3p*~umpdTTTYiK3ErNiKcaVpaW54-OMVjY(~u1SpOP{%D&wO&PI@~J zD@a0$68KjK^Sw`sF#>~O@p&C`zHLrv=nn~8EoA5TUQB76T|o6^!k(wzxOz6@e*Cj% z@GxJ@BCqQwDO7^0Xn<)PawwIp6G`|7(twmfX@Japd5rgq` zC4Y?d*FGkB`|sV?Li28Z%gaPRugXa}Dvut9dM|Oj9_L`qzBOGAvmgh8ZdI$bi$;B$xKbNyAn&-<^vF$;QrgF7w6U3)SCC3N?kwrle}fPpE)w__Fh z($pf;e%oLPWpX)~%WbKfKaj5Ac378uxU6q?_b$UkUd;XiEQSt~YJ?BH7~BhfLnbQY zvw$tJ38)9BB?t+9Wp4XToIK>B{qemsHm}<;wzjr*!}++3`)*Eb`#=sy_kKpCI zP451!5y4vqfQgkf&%;#(-y57K%W74LMlZLqaz$(jSbH7 zUD-GdPWQ#P(H5sp`RqrgqFNW@aWT0WBjs^{a>!$!+Xg4((|5RXpip0~^Pyj%J5zKe zLf!{3?d`5S+!7z=)@mlP#!ztY?sqlXPn$m&8fGp-?&RDtVur_aW%zW}k;j_Rshvw? zkG-LNG|5V+`5N8TYdpouC0%;2k7Cyo_dh4f^mN8 z-Qk*pk*@V~T1n4D2~_17OxC(?&Wd@Sn6G_i=Ge6A#Y9h+%tQi?nKYC;uF2o@Sn;yT zru59Wt&7iPf!K0Qe{|zjAEsyp!I|sxe?fr`Ag2L~$X-3kpu1*QToysX=BEF9m6n#3 z1?ur)vA_~jFe2m8bRXj4-Y4GOREf0 z_`qjJyY^42&naD`NCKzRp=9x*s`A-dW0 z%w_F<6P(2kEqU8{adeH!c`v8dZyy)9Z3`h7{%32=LwZN<3Utn8(0yq>gtKJc?P$~r zLkbnT_d*j8?`cD3nUlFX#rzT%=jPb^IWroycz*=?&r)R`qq*LTtRs4R&bg3btQvtb zuSV!A3lbip4?>CEg(0uy^*iQXv5(apb)N=NJ+u?O92pmyR63L8hxcrl+Z=HnKOU;z zvSptNs{-i{>BX3^*m#8A@5nEtLwU4pFY%4c4cwrw1!NeCX)nKr`Q z%U9GreAtD5I=y@-V0g(gyIau)77HLb8=SAeuLIXk8P;0Uy4nU-!zxJjC~Ao0@|hKs zbOhqb=-%JMW~kDJEx>C)?M z7M?T0@fb?JSkLI$&Hnj1Vu3iLbes@_cS|-?K4BbHKh?j$3N-5IUSy!%&gsQ{kI8y7 z@=y``Lf0wTHD6!DZzz`eh%S8C3orcb#bi77UdQaK^AG(n={VVwSs1wTWP6}7ht%#3 z4ftj)E~&3R!}D(6<)EGs>JC+fN#D=SyTk3%gcoBt(&aGHqALd-I`+Ol8&&;T)l6$2 zE&tVL;q|!seh#&PNkmn%m0+OM@HsfYal$n{B~S6@J({}|I5mA)tAk0+h|zP^3EN{HokAM|rZG&gHF5nqf>I6@$7C#QUkagq zZlHc(Rjc&vw7^wL#YAu6A!;@L3CP3cUC3KecvwHDd2$ zx?pYGu2#f&GcWo4Z-X1)wk-4Fi{`Ya zR1I>yhf&?iAr)=4H2N|$xzfvxjI=!}kI`>gtS+qU1J3zi=WiSvu$~Ut_Il3(9pOKC zU##MxbE+E^vPY&K`n(Td9q@z5aAHRoHsK}jwPYJIuW#a49F%H&L`M%9uAvMoQO%7q z8>L^~ll2bJ<@FCnW6`B66LwZGe8+}JSfJq=JRu|CFZ~_Pp|;G+bw)6l9(h`Xw|*9f zhc}-4S&{^&Ky%O)wgt;ex62?JRsvmJMvP1*(o>h>E6bIGLofaL!WvE1n1Z8|P+I!; zN2zsO=?p>;_2?s1Qtyv@in|?JxwUC>%x&`UYm#@X1{>D%^vU?=ckea%7U229Cua#~ zAenO{B0kC@;sfO4hw{cNOCtqj$-P8;g2waoiDD!r>pwr6?3+pIJW|l-!@aIL#UfL# zHfF0)jdtDg;;PH9bh!=EO#AZVVVAgS=~RetPLV69CTk>E@0^r#UY~-o@Z@ZxIg9=JAAT};Tk<8R1?Qb|KQMJpR@C%`uU-#X zX+y-o^TL;1!!8B6Z-Zj4O_FGh!A#4;d8T>7YOv;4NbQDu0u}weDuR zjts*RhaWR;d7$9jn*ixGI2?F7PRJR@xAxZ6$FY8vMl~He!F;i#Gc-5AK6@@t*AwOP zHeI_vk7^k0)#vIsWnOZ;vrDX5^-Gqd>1yNG+~a*TIwaFC?)34ICzoJf;}$Zh{{SbH z*=Tspzt-T(+ePEtnZ@s?FMzeE(;VGkI416jl91(1UGy!YbuDg6*A_0D_7vk>`P>KW zv#)N0i%=Q#<_Q(lG1F>94|Irz68bSp)M}@aoT%)Dhmzp>=+rN~Pw*!=DK7Z@=WZO! zu(mU81jJ|=7((+zgM#huKLlcLB?CodG_>fCJVQ+v!e4K+p)oS)IPa{{U4DfSZlI&9 z)A&Jb*|ZRpW}NUQam7?@VFRSHQ85>?;SPrdKdtPf9XgqbJ<@2f(P zrEbA|ei%g&n)nNDW-=8Q>PsgoRdr!``(;7w-V5OuQ)&C|NvZo9zO<~F2YVJ)&K^!< zf}U(|Q5i5`ClE9E17xiQ=a)i`^nf>5jA@1|^u#BC75Dy24RVL`FH)Zo730uzp)p17 zAAXy;wUhfGsofg?{Uv1)88@~N9Dg4)&Al??fLD{J zf4G)-tKr>a8pgs@1y1}8I!#NId(VOIt0R4>x#c+<0UB8QsivNALz!11h6vYGqKx{; zi?T*!tJ3&Jj~5QUti5{V(IoHqt4L1kDPN(Z^e&*jK!MFc;yD*8==2PIdlEGe>Pd=LWr`Al^T?W}Pyx-53FILK( zF(>O0_xTPck=~}u-;g|7-}6o*rTm0pV-ob2vu&5Mv@A|J`EsVLsfllY;;?ngO94Vm z|(X4NNt4Vv0z}Y&36b>mPDg?hTtBUox*T;216w7DWgOJEeXAaPnn(uNHR7t55%GnxIYs>L+bF8sC*UrKyfL!%<)ch=4skFR1z@p?Z^IMcF z`re|qhEmcx%^toVe`Y?c6UN#(*wH8E;HxG!*H?XjDYGRT_q`Psj!dXCn{nXm88pd@ z(cd$~%t>1S6#ba52n~gk2_SjFzh^yTd0_OA>i<$j^v)y0C;zMWCz`jYc|pHbrwzP| z+uKy|@NeT3%K=%9;fIZ3+`GcK9e_`NNHO-W!LPF29oEM2)Hm(@M2W#7I{t+- z6PZ8cI1S!%878L*AXb#$N2#x1hG%AnozQ5GMlbw*l$4D+*ST0GpVKVt^Yx^?rs$_KgjvX!U z9BRX<<8cPbDEk|Rq&FlLx9nEk^u49*Vd2@ct<-O|vGzBsLBT3WI#9j=@Wd-F`7EW6 zeE^6v${fDE=N}+|?k%zF-<1>FCX)vp?1la07~>(dF_wK`Q3XbF%Fgm1wk1I(v+S;! z>iZd3|FhW^Wq{N@B)N`h+d!rd)PXes&jafG2Jeii6RP7A%_X^Ca8C(uE-(y+9Ky5^I%;wBoE!XQD0}c8Aq((y zpLlxBS=!dTkiR_A`h)m5iOPaDV8nWbQ}F^EC=Z%OL>iIU(dG*jeaaaK7njf>sVWRV zto^-lBHeSCA!6QbbSA{W&an}V>PrFOI1I<3r~=Nd zvfxhoWbAbBQgt~Ct@MFEW}IFwH<;LZkcgs*PGC!*vMuRWbxh#OC^bjg{6*qL^gTmG z^#dhg2`&>u#_3lND;-o#%@kZ=>xX(7Cv?%6?}e2KEARJX1XKLYzvA7tS;!VM%!JThq;*zom{)zJ zuOulk)tL2iSmxPm>kbKu(C@}$yrMD zR6pl4(tj~J;M3g`y1U>@y?DMml6ug5V<`5JhD>C!yqlt(v^OQVhR%ia}*lu1`~_=p?l#xQl4FdxZ$8<(Q8NDd^m zTr;8}bHwv6LtVCOvPra#>gkTA+pmME?Dx%rtRn5ol^3pweGPO4r6%p;2 zJ08rEDKQ;)^XXNeN3Ut}OOVstSoi`~O1j1t z?^$za)o3+IM9X1;?U~h;|5dvE!dU=O>K>VA^;%kfJuhYr!W(*_jaiCxpZ;zjfw7*r zQK)&ARi1Ay^K0WQ>%ob2xCy{1&qe84wQ~ed-r_!8M2T}cZ+M!+r@9BlQ&+QOaG~cS zFrrlb@|NbUeX=s?Me<9J{E3X=m5F(yIh6ZSbQ*Za8T%Ohxt2@~Ib ziW>j8POJPzciqb`&cBuX3)Rh?A7Me=fqH?OD&HQOGuw6s(i|1XYG0)W_oq$~DyUrQs*!c7<1Vyt(;j&J<-56B(P%^0a9LKXEM z_Ya$6ACr@l69qh9A`uc1aF|7EWL*FLCEjv-*bLJxpEj7pN&V^b=M$jngU=7V$;nB( zMQ3QGi5yCA1ewM-tftE83(+73ap2D$uq|{ zd(wI?hj%z5ukf7vbhKtcY0Pio4BU)gm$$e1Q-}sCs@H|zv_Ihaxh{KiuWxt>4fGA> zJd|G;8=KrPMttVweTo}6ISJxpS^ZnI=deK8f6brGmuyDJ-z(^P> zf76-Gms-EH)D1)%FgyI=k!Gq*>rWqO)4kqVTbC}kkn-611qUOS)PYF7wkZx+#D_SI{BXiz3E>4L1aFXYHD~e?{&0)7Zsua1URXgS#1xyRBh&qTJ$Q78Xd^Y zOn0nin?7R|xhU$MAqifes}vO#Nhiu{6a!C>7u~~b{Pdu)0ebKZERd%aj zAQdO{7r)8R)6dcJeNcrw0al zWVJuuM}C|&eEz&unMqAetshs(b#!|Kh*dOF^0!QEd@o1V$XmE^tjQH8cz$4&+UZ1{ zs@Sgzgnt3u6a1u(iqbpMt!Yq4mH049JOIwY{=}mJ|HRTMu-+G3ms3a=;S1~5f97k( zq>nt@-^Q-|SQZF5^h7DG18q379NuCo1Oe6q1V7aTAJ$dAfB#-kRCG${zd!82*sI+l zArV0)G@L2ws}a|F*tFMj81J;Vs}OUp4*E6tdnEwt_wDlIFrdcX2;Vy}9rmBVt-Z^$ z$W}c5rlWF4g@A>2Um@S?uk3G#*-g;t)fw^u!|LMr2`pYU0$5-rZFFG??X!eUS)Z28*oo()W_$)_^Gm)0Sms7P8Sf% z=YCHL27{lBBzDgM~+AG5r3FZgHZd#444oRJDAm&3jit(}WWMK*2 zQwy~aa_QK_Z*f}N&owikJi4VJbH9%_wT>{Ge_4fl&OS7go6+<^e- z55&=${FGwX76sFhULC_(aDd-(S4_LuOvOgdeXef2x8;Z~8pzyCL6elz%!@awovLKZ zT-#gPmKpwWsR!hDbem_}L|uOIb!7l$j8lqmWUKu>peskl1U&YCh=Z)8DN@|U7{ zVHDDr4aiY8s!pTOSCmibBBp+b;5gX%C65ko&f)!(muwTEy3V;(YXu6N?uW$*0Pd!y zF(fb{W0PHh$>3P4rvZ*NmuXs|k^-dGPL(^{qFOAW;w@h>d7WsUCvu_G3-K;L_RRa? zgrBLV-{|~UPRM$kWCVi3IU~rPurJaa7ks>G62;hW?U&kOPs;3XKRQnlo|tZ#I1_Nc z7|u3*&D?RT=Pa5U_jrn2GoqVrlvYSxO>8Az@1Far0v)uz=$o3e)I3};&=(zneVJLT zm!NxXA1|5#A~W+0uvU<38$m9z5aK(tbeXbsy>=VnKQ0l90qx|caU@9{th-%uZ_J$u zq&r^|mvf5bsUVgoQ;=@?TtillL(JiscekVVq8^jO)>qR%zsaM zr9$QvPOu!crMTyO3?j`TbMoC}a%C`X>Yr#9u#Zd6PiZ~dQG4W@48R?P@IKr!Y3RM% znSiUMRryjP-K_uXtSN885p9|47~Jk1Ql-yljsy~_yB~DgDUQ+)!v59b1mtJfJYKZH zhhMOpfTn#5J@x`VKe-Q2M}O6=Fu-F#BbhoJY5Q;_Y2W@}kSWRyZUv6W8<-_J+fru% zpNlv!d8SA35BlzfV*{MoV>j-+4`Z39Zi>z%_>`wf6gMWSNv7Ph)yxm=){6ukZA4cf z_Z!fA-Q^39*dTgcNUMICYtHYy;&q`umm90tmH&QN=eUAlp1D zNT7#~_wL8rd;TMbE2jA|J@*ffBBn>T^wBUIt2(`K$8)r)asKUK;Z_^dC4s$*rI!j? zK@C{myE>y!YUP_v+vQL9awGZ5-n!=+1ZwT7^jY)|pU24=eDYXym!7z2I6Y{!ez=Na zR}h5ksxA3PKu7mXdM}Xphwn?eqV<>WO9bUzcpSVhv%g6Mc@q>Ix{lKnU*=M6+t0cd0#gnKpOZ$+Gayds>-LG@ixeBeAP@mA|y@ZuG5NB*Mf)>O3X@;&}KI(6T*zb)VT zQSBoHzSf`Q_FKn6s{$W(hSik&@uDlq+?XCERph&1_KYVu2wg?sDt+7GCHB^pv>RJs zllF$R^U%u?hop1L5pRE#pZFh3${Ua!wtmo4WrQFKTwq*=YaD%H#INGNqU@Ht2#o=q zX_b_)+Z4fGay3Z6%WCGCdYt2A!QdIq8tTwq)+@ml66GV2i`Fu*=qTO>H*l`3MjD2X1J}N6sQ_f8fr;rCRXqs2X!sEC@Ge_;ztgZ-&%4kz3v9q-f$P!XT|Xa#~~y zE7A0E$T0Yea(L^C`{^W>oKaQPVkU7p#gv@y#3CHY7RhDQ6{uw{r$?Hh-~Po&Kitth zzMHymM$3_raLy8qc`ec1UqeEt>>W{sX&^RFaU@T~Gdep&Nn z(1@jT`g7%3_mEx|-KjhcHG{;o{dQk;&GdIED3hN(ND9J{4v+$-+PCqYHt@=x_oMD& z{1j`}heAJ6JP&IoVJ|$ylGPMu!c*lcnj3R(yQ<#A`XkE2D=y@`}^T&KaXR_`6fu2dMr&wSf_l;Bc|eFq03Gi@|INO(7l6d zjH^6lc5qp7MyD-iK+YOfnE~GgyRE4Hv!;{-tJ8V^S=JFJ`ASvLI`&7h)R9ezFb8KZ zlwtYNaRa2c1>6h<5LL#)GH9IA&yw?aW3_Nc)VM0&Z>f!zX2&{p{!2(1{P5n53O+=g z+vWU}VODSL<^AE{Ev?02<)@p}5q0r6rI!P|XFh|{NzFVx?LBubE5oEO^xr~n>Zx|H&d$l_@+`C>u2Xg!O z2PdTy{Xf;r%lYq>quU59o9G+*BX%8MfFU8{xC}E1j4zmv0VKyK7%xIXB4yjUgDhM3={;Sy0EiF$w!vcxD9#7 z=X%(`eBT-i)Pbh@RKV16pm%R*1>zcuh|Y8)dbr=H;G|L&(4Y-_<0c0Cqsqp;8F8H? zF%S)aZi^4S{Hic(;wJFA`vcyc_m?WrHNnR;`2e&`bPrvPyy`&Bt=NMDFV8HA9kq$y zDHEdsq}6)PO@xk#i_Q$DpUxd=k_z5f^>f(pZSKRhQ@K+pm>&E(A(UP`C-Qm*8Wt^5 zG0;*GX|?D#>e4H=5F3=w{Xyu|3@X1Bz%E&IJ~%U)f-n1`mYt_dcQ#s|dzD}9Vy3Y$ z(VX9Nr8|qj@fFt^$-q2^t(r`L*EyWgbzn9|#Tf;Q}B_9D8|=sR1#?qlkN zd+W`5(G&%Viao+`eyi)lZE$89nUnpju(bjAygyT{^*gq)xG7wnEDx3+*BpqExw)3S zK6h?g{);DTcTF`lGM#JS2&N3cy>jn9pQ&7X$}z^Vq+miW8+Ix$nh54F>Nh8!xEHHp zEXadvJk(MWI8ok_1-aj3(|EI6zUNIh%0KFlKzL6$tNH>+-mq-6>N~XaRX~5Kk)-k^ zOY=5->!CijPC4tVjmoq+;na}Qr%wp$zkE>BuW(k_=q{p7_~~0ub!BSm&Zf-9xvS-L zAEauHJ#{}jFZO1qAoK8v6Ft0F$x0tBm76^8d(&|4Hxz4naF-pvN3rU+k8U&GAL&t961SF^@6PZW13 z8XvcgE~=y!`Y4+NYXelA-}auy zr~|c#t{ZS%mb@M8WrL{(fQ={yG+&ZvvM;EBgjHC&FU3bxfw4am|7jf4>0l<@RnXNy z)uBG$-gT1_IFfFcb_-tr2FvCFAu;!m<72z_WkBgXSVAdMCYxOg4g-u7NRhdg(5kGA zjw4A!z~ikp9r+~;rV2pB$g*lp%oGiJdjz|{Z~g-2@oMZn40=T9`UR9*QSZTX_wh#K z34EEG(+09N^PiG@-EVgE;VM{YgMf7oDlr8B#4DmB(~-1A{(3Kj72-v&t3_8n2HNh# z(WRxO1IX>g9xcMmfW@gNHZCfK`~a&(;#{?`NVp@#usq=Ee97jzx_j4wFqwuhQA`zy zLnHs1&l8q_0PEzSe%a;s-S${E006;CgyM?~RKAR3^v>%t1)#h2jg2a^F(Uxj>z_`( z-e69HTS;|YqINkoo{nkhE-r8DdHMiolx9M7*L3MTKAW**&^abCPe+*T zXvb2FRbLN1@=sy0r$hswi~uY_02Zx2eGq!QR$yaiZzAT01JGJSu6DT5)rVf)W*1m& zBBJ7F$z6fEy#Ve8fW5%qvu!Y1Y)x77g9j#=;DVumXdt@bSk{kz2PLI3Vhf9J=Cy#I z+0ASBG50~l^?m`-q5kE?tP?XucVbTG@8QpOUd?%~v}y({1Um!n*xskusVF$K-_qkp zL;-G8RB-ek*T{_d&#@!;+1dv>v*#QKGz@Baj~+M)x88Klm8J3}@)+`aq{aaVTD7+) zq#j;!xx-mg?9-`-rkGeq(8251uk8R3gbjdE%3Dwm;gxP z?z0qM6qHsWn?1hoGovf_qLn*4SO&FI_P}5_sW$X~@^C+4Z&eB26GVh?F9Se`z>m8U zhKI9ho#s?|HMLl%g8lw-dwTob58fBNCWH7-z-sx(?e_#$@Dp%WCJV8)vDqBrUOvCo zO&osv7eOAfi=#a}*_P`~(){N{L<24Ej)?$p4YMIt3_yo4K$7~~@gr`B^KGTAD_RAU zp`;f8Xx9Khoqyo%R;_AZ`I~!*C9g9%JzsCpK6k*Jf}tLh3Wf+~h@S zcRNxPJT6T6nK%w<%lmOOe#~y~-w;Fq*}61NI-=?E`q4*s-prOFBR(yS_2WCCtqh;( zJgaZL1We_$0AE_JsH39x=%^O^;VSp;1HgVTduBVX$kpWZ^y%i2PcHzf$rvJ!A^k$# ztw5fnOdH#O`Nkx(iK>#tPYqPtnn*OZfF}# zc2t-{Z&mOs*upNoyV?uOfj;V>N+MHueP9sBP68m~3g^8#LErIW?5$dlDckZP4zO$c z@)JrF(8z$$DlelK>-dSecJLZw>v3v$nS0!PY|o)UDSv)D)kaS1%ShGm;{k+j`>eR| zr)z%n$41r~C;pW7>KHA|x~zH7`j6;3N4~qfgJj=#zxDjCQs<3bV&yQYiw>NNXhtsX z371ET9QfM8i|Z1BVUBa1WVg1y zk*ih?R!e)55!+IY@w8f`nYA;J@I%YQh5SIOYq?kZ^yH6mvyA|5A}yB#MZpAye5ofz zbrBiurL;~&E|2gWb>t4-!iuj> zObwq_Tg!JfF7d%siw={*b1!u@e~5=eFPUOlzlhMQ>A8jLFr}q*BPo+)Pob#i?Cbz6Kn07y>X=wOd(SU0a9v0jDoSB3PoEOxA42}xbrqjt880{yo8}qhDFYevu zk{9(*xby3dlQAnmjWoKnI+Djv=}0$i+I+nFx`!XO7UQc<>T5sLyuY8rd40I7-CNV8 z@#flY0b}Azn{j)3O^KAo_cV_zL5+=MUpIsw07NeHJ?OO4SGOy7+zyT66L6C&m|a|< z?5Cr?=0b}X;HwrXk-*Q29MVp1;L>ARh9q0~wPMV`dM2U_oLh|qe4q?Va5(p`W^GmF z9h-hllU-b#o5{Cx{`%mPF?!iZi+J{gcBT7cx7F4F(shZ+SA?#~aIB%iS))$HUnoAD zI})af>Q${gRGn#nTOI`gTf?V(%)h%n-9a16Vxwr@N~3Ha#Nru9s-K$Kn%NyBTYUL?3=#w| zxhLNmkx%fguD_cCsqtj@Hxk7d+*J>6YC7)owdy=ue|jyqBVU&97e5cc-d%+l`mzD9~SEGxB6-v`hQ^Cx%rCoczhPTqO?dhJUoim-d_8*7zucf})y0=w@ z)rcK=&9{M`zti&SHN`_}`Plm$rAv#-wFrpFzG_4Q@_9}Ea#rKQ!bS20%}MYU>D{+o zK$%wh?ua)IM=%mlAmx|#;m;u{9|9NnVyZydZzCI2!b941j?SPa-YuTYdN9F9-%9@azSi$z5~ zq9i{UtY>q-=e4;W)GvB!?`N^n$S2ET7tZy^yhhvG*-jhUcVT2GYfiCADE?e2wC~{r zJgKk~92n~D=D{@QNJEIWWws97*ZIv@*L9Ci_I&&H{*CtNQ2tQS$M--meGh1t%8!*o7w&rd;j2AEF%)4Oa~-E}m^Cy##Rzu3U=gsH<3ooXW1rK3z=^ zuG>xPP2wy9Z4ibzDZtjoLzFb3^o>Uj1ma=iD*9GgOPsre+*2!FrIU{UL{z$Du3nlK zY5amJ0Q!85FIVi<;%4Jj_1oTCShdtI2I_vEcvsx_Xn~lj5(f{S3iAYJ+>{Bqmb6>k zMV_Qr#1ugTk|#vudQ$xuZoc|JfU*4B^S`4Cst6vsfoB`%$|bEQL|=gSckE=A!niUr zu%TLqld6#A<2>czj$3bkMK7tvLm<02m78z9M`(jp;dF08hgjq=nervSfO)68G{n0b z+sLiY`F#TiG1u0Fh)#CQJk{3hY&P!D%lAN!QN=0Eyik)!U%}bw7wIyxs5rWjS91>I zUn9f3VdC zi6}4wiQH-4Pp7`%v?$xKprrLikj6g7u7h`Omme_fl@(Q6W6t3;WYB_-yhsKhXZE=Q&2=_rK4T|Hn(f z|I^K1dmp}hU!6UoU8CA-gKBZ%|e;d<4j}%~F(mdsh1kMitlW>wN z*|zeE9vPpL%P~wBG6ou&gwS`9;&svW(=E1s!1wZuxqJ&<4QSXYl7TRzp^#JmeKELo zB_(<5da<44?(m3l!AXvX8?y=B8$YxSJrKjM_(pUx_g<6pRC?}K|NCuFM0z~m0T7gT z^E%05uQ~+aA5*KvzZgJ9A#Yv>SU6rCbD=?R3S~7Mj(YD)+VFt-V0W%RS(}1Rw+MKZ zG`;dbVnY_xd?bmyu(lQtNVIv1*n5sJ>URQ8i{!!I2|#`54V&LOD=D7R!%D4zf!DQ0!~Olz#-{xV1w|lYkhz_VFBaba=-jZ*MSupbnKNf zaH~I9dFdMzbGSXG4Y-z>Ef2H*4`F`+ROR=@|KbP;1|>+BNJ)2dK%}Gvq`SNG98yt2 zQo2F9yBq25K7h0|95{r);s2nY@9*CK%)N7GaK?eB_I~!W_ge4uT5B(R;1Lj@Jpe8; zGOFYIHS!T@5&%Pj>$w7!W*ie~9^S78nn&LD{LS&cn|5?`-Z&Im(sG<0U!-5w*q8+5 zlULa6C~lAV5dC9?gxfq{n3?Uzx)v7|-RAAjLZQQH9y!LGrBdZnD(ZEkHYw2KMi6ii z-IR4$ufU@zSBHBbggsdGBR&Sg{cof_nB*D6)Azz z?q)yUe`B@3E&n-X|D4_ZdV4#9HE4oj;eRZ^@5>d?WG_5Hw>w5l=kik@rhl?8v4=3XIJds_izv_4LBM7*l zG7M5sD3dhlbujM)gE=?umo>+7H>oK8p8>C=iX`B_S^P(};a(tpF5^*RhYLotyXVK)!tP zOHvq&%Y4`nkPdG`98^9M~ga&`e zt5COJTHJsEIWQZuIu2$%-?j!@0|`QVj!_(@BLK9fGM>O}Q>C?4?`ah_4-dnXk5_Rj zFeN_Bix%aG9qp5b)3NX{N_YI{^pfA%ji2~A2uZ3gF+`;Q;Y-lR;KOK&9lG&gVT}k6 ze`xAp&7@cW8o;ELKvAxKJ}-U`kS!D0(rK$1!bvNQqHEmT_= zagQ2}BuDEr&_B%Jfc&$t{~+)2FL5onmV{^BFYiC4xOd@xN*&n0g7-T3;^M-dZK>Qq zl;Q2)<0m?`M8B&2wW}W5$}f}(SJk90YlsbUh}gdJ$ZxP2cKj=CJ#@r6h5&tD1@g3? zPwH@tuEDWfmp_nc9J8wm7FU=z=nf*(EA9sw8 z7g|d4XSUp=I~|dmb@BLaxPF04P9D<6xeRl0(}&Bifi-iNhNY0`h6>g=G9F16c4$>> z^7EpWTL%w=X@!U8+R{D5fu~4nh$!>|IVP_ek6W+1w?C@<35=VThUfFp+ugWV+N>&X zHje7C3hdo`&||J*#2*p>4Pt%Ei3|YhCO;jBBC#s?cu)-4W*$oGbZG>4i84gnDGSTE-a?-r6bvADG%sn{Yq;!i(ph!Vo0q2m*Gg1Y z;gl>d3|KJ3X?cBkn%htHV(3c)eMn<#&SO+G>+aqM3FGG}QM-q^+}Jm5*~3=m!!1-( zw=(Cp8l4ZMH;h>7Ed7tUb)Vv6y-;5(*`ZD&K z#pxAUq0t6qmyGwhq@$yqh?5uadpY*#6P)LSz0Gdak zbYQa#@?r{4HM7XS=4J%dJ4~Tqh>V$<$$?(^ES=Uvo131L2@G4Cnb)N})^`$0Vmr(c zn0#yBS#63{Mzg^Xdhb?e`|9k+Gj5k}nn@JX;m?~m!*NR7Fqx}k5;eAkuSRDJwE!2AEpipS%dgH5oxprTg}{EkqgE*$$D0L^AoaqnED3r+f z6JJ+m>ya=hqM069VTD*`_A38+buF2wj{n_F?)ioIq%H70@^_H|Htl4gYJSt*9N_~_ z;<}g=0XGmdsOPyKsQeQ#ft7Y4N-ihr-sWMrEFT2m;NP#_mCjWiUAl-mw$&y3uEQ5k zw;(g(;*aKQ;y%S0*es#%`nZ+f zy5?PDd+9T?B=QK|L(3r6?HAHL%4VTt`xXxX{iVQ)z515JAY)LixL`Ip!#-BSic@ax zU6M%`l^UL7s!n2BT<-<7omtmyG4;oc0sN%t^oQN}V=7uVNQA5A`=B z#H-u|rA4t50~!@Cw<(lo0aO!WcLw2AKQv7k8Ld~4PMtz;xBJ1;->;)UJKpwaBN3Ba z1T+urGLwq1&~3Q+3M9q7T~>~$L!M3hh^$;V@cW}^XCWyc)@`_tbxd&Rht_odBu`$$ zg*#&RHn(l7O>&w@WuN?2({)@!6EF%Kor;z7gFx5@-HbDk=j0!kE!|v|5ovfgjYVVJ zLNDmp_%*rD(2P)}O=wj~I^v)gi)K`Yx@bu>V6g{S|93nmDZZIc$(c_Y^Kr258gcIA zz93}4-Un*WIGM`;Rf_n-(SD=|KK8jXbghSWE8x**lS0Gs)`Mv<@Zzh6RR+rFxiwkT z6HjQWYdY>Nj#oCaiq85X+fTHgSQnf4TO#Y5cgXhOa}&1LQ0bqP*;x|~@TzKz!&b~Z zlf~S*>>DOC43h4{o#8B7m+^5Fpv45P?a$BiFK^fZezo9 zsl?_;-($5f2TC-{>!3UI>(`FKIErV1eT>W}-;H&)UdkuQt8}M|Zt(LVb(1g9mg_^j zOslL5N9Nbx?e=Jh?HCepfvKrJOc=;DY6uCdu4ud1lc&QV`Oy69 zg@0WbF(n#pMpOmYBRhg~B9aIv-{F@vOJkoPoI~46G`1hu+sq(+W9*E`Po5#SDZPdp z>nzsQBF0+5dOm#-WsfZV<@H|2tFGnvt{Fm-k0Z4e5Gv8h?-_qB_atnij%V|o+&#iA zq1(Mqp62dorAHh(c!MqvmT||kmi;E|8<(NN>IOmHWe)ec|;Hv~+7qHNPfW-__2>$K(lY~C12B8Nd33?&)^A_?|y~Y*2 zEz-m-mCvZiRm9r@y^i{W8pYu!j2b5WEa?!T1f4OHpHn6w3d>>#zkisHCCX~vZ2wj| z+U|<3^uAh0YW`#^5#DYhePbm5M0;?ku$<#hrEq%6%Z{xvfW7cwdF1s-6PZnvm-H^y zG1;PJXh}yk(}_s=d+(2S6LSe%FPgU3N{pbVr0PFL92EQ43sHI6(xWwgz|g8{n7wl8 z3H8dyoqcJjcy-{3!U>s|`mc>HGJ@YH54ikbJU2M}wO;t_)+o>dgzvPc=6g!5& zEUKRpBMh?ApGxN{ZFZIOv|P+ew2+h4mmgx2y1DBzFq6Dg8nU3D+@J_EL$6WukkY3C z9KUt-Xo~k#5_g*i}ro8Woa{E>mWXxy%`2~ zr$jrfYjNMG)v#DpSt(-QqkTCGS5$O0h{Xqk(kZ5a2m>tuD3Iil4uiq8{py`IdR6@Eb0xN|^D@=OHaeug z$E9!m^~xG1asVk7_+%a|!v9AVBWC8t;?)o)8dhqX{~v6Rjj26WB;UI`5)Z!b^P1eY zFpQkP=N8z&SqBAmoRdHTqGz=TT%=0r=hr8j;1&foU7^c;wJf*B%>?~IzP_BfePTX$ zjNRQ`9)!Iv6m5N-_r2VM{RKS3dn79vj|;+W+PjYCBuG5@=nkbp+SYqz2A@`_)nfl+ z|I4aTWk_zSQk9>x;Br+JXO{VJ#j{_)C2+{5^VP+c(_XXMqaa9XVXJVoA~Q2H2`R;Q z`BMW)^nV*D0h-PcF}vuB*(r@zLfkSTp$OI>|B`KdR8BBLwCRGq`qH4tCllc2I?*Xl zLfo+#^>Z(4sI*Lv4*fk0`sHV8_c`nF9@?+FQ+c?=0x}GQUSLk_{qS%-HTu?!e=i~!4fibx#)i* zX${CHI-Rq~cyQZdq8!dn5Iaj6BY~>Z5e>aLI0H zAoBl$l7Y+14z(8DKHnZQcq?U2;6%D{-M0#;5*2>8clhhPy)oaDdJYy`JRO#Jx0(gh zA~rWoBXY=Tskxr>@$q3%D%L(@eZa3f6+gvP6Q$8H_qnZG7^#V1caWN**% zUPeGdON$sN@Wli2f~&+oYVtU?ucdT>h>3|IU0q%M+TE3Oa^h(AIL?wwV3kE6BO_n! zSC27%T8(E(0mBCJWA(dEH|WRnBRR-h^~VrCH;GqQct{ORO_S|@e$LKSOytGQDME*f zwbeR`7Z-TE?5PK;`LTA0KL^#a6kTY6s+u2j$jWo~VAGS!dRqU!oi7dWy&kTppl7m0 zx~uIzaw^Z{=CALrW%t`A5(H|oJ@`CkOZ57pX&rv;@8_e2UewskVexr*m@Q0oby*i! zG`k_;d2(8fU%$Cp>1Dy1Eu^Bi%=CSIMcPEM7}Zx?O<)D)@@iFJ0m2Xq5P!`6v8W98a4?nHzl2^6m9>LuOh^cXyRpV$D8qS?q9IG`jA>y6G;L;D^-46@yR zRRs(`pcUFRmSUGj%L`RzTz%~~5x#d6SpeFRD(LoYW7VfG07TI}GgGUABmk89()Tlw z$-M)HpAP&S5by+ZQRC`9t>(%lykTbkPzQ&>svvb!6fSIrKR+pvQ?vtJzU1MpY39Gn zEDh!qrTZFDv*kZ6es&NKM0+JX|?1cF%X+lY;htx zj_yjURWKeHU8jbT=y4Wr%cT`yH2)TfD5Ob-4IaDQg|e^9ZtZuz;X_*&*?pprhEvP> zI-V7Sw{MZo2$@ZRH#O5%{UKMS(rv%l`=k?nP(I5yO^7L`4H$thdP^KJl`Huo#YzRv`%6J<~e+(crM>}J=F;@^r8X4Q?{abt(7aQYHJq> zqdYyC94h|+4Aq?d-=Ku;rw+{Z@VSDPD4UKef7(=m^X4=Sq z%Gvs?3kQ+)b=z~NrKx@RaGFq%*--pYGbw52|82GWJBYHPrBqNo$`a!o)_2!{%%6V~ zJ|Maqv9Q_)%tTH7%zCX4xyEN8`adh^&&ADwv8eA!xwnLr?E`!8*YBXCuyv^oQMSs- zc8B_w<)XXDkfGuUkLc|}2if$P?LwQ>`X%w#Eoh z3BhaHHG&KeuKhbe)&Gj~^Tjf~We~Q>Lgtg28yof(n7ptFbNaEGFL-98jwH`Y2(^E0 zT&eh+*|*dEys>(fZ)d655XC&cUcD3zAv*F)%-a{>K^R1|C7*KfPyo%4rNy&O7LL-}}2u?R$@Gn$bh^M3-?xb|QpL zVm5`@{FQi5Q#Gj+F}KUT&hBcj-N-5z5k_EjU^q3)6u2|0AV+kN9g+jSE-~78zwh%g zXQz7y-GJRv%APy5HihzLi5RQRa9ne9=O8e=*YCb!f_-t_W#6Pi&mjhZO^TU4vy73= zms+Zu8GpmemI6!SuU{7macS1tDxO4??&Uda2L`asZ`Qu{i@zzu8~M<~sS?W~w?L21klmi&!0&>QoAC4>ogEZi>q8)WBtn0=~J3@S)z@kE#)(w%lQL zi}_|Z>~WtYn=Z=4W_LbkpDie_6gya`yV=JX2wl6ljud3IG1hi54t0&zmQBKY7tW^j zuNS5Zn^FR7B)3dFyhrM-uw6=rI-Blwjn?8yqR=+Yu^|KhrXf|j#jgHqbp zgT{UVult3Q^d$AI%l2Gm^3=Nme+VR*Fp{da27>1*$jECNcTtLF@d{;SwL?V$JS6!e|!v1dki+$?DKsLUgV5ux8Q%F3O7QvZ;%j z5tioV>WdQnnNRqW#M9Ftr|B)p0@h0xwToGx5z~lWhmQ)Q*h^LCSfqiyqpR7;Gu1e5 z`5`Yq;jEkY%UyjLUYi&USLr_ocT3Sn?R1Y6KfSUpXx?@)70r4SspryM%LB** z+JkRLREi^CS5XbGoCai1sb`{1=dXDdsOMAKzC1zLUZT|BsYsrD zR`EI@xK>NO)2)AUte*n@1i|!{>xN4t^}v*0tp`!6+E2$dl<=fECh=;0ZbA_$4fAT@ zc^TDIA&eJGYgXGg6YCXrQNP@Xnp>H6f&$SCiSLed(eH7`Im6~7-nuIcRz~piA5)Xp z29VTq_3fy+dV9MXy2u#=q!5=cG?qpE?8>ucR7O|tx-Q+#OSYTRSuYG z>bJh1C-wu^Uv;IYDVon2^(y@g6mvzEd9iI!f@0_f{6_%GYr_y}h_hPL+?RD{Dy_F; zM6AMasoK!5S$Lh}?%BaG=G+O~-9lz$sL;DbfSxO}_|7z}Q|+~~p6I9G8NOd=OGLuv zQfA*@SnEd=1-Mds3b}lBY0di46`XkSR3@Oq;RB5;YWs4p*=uukvTD0bXSyI;x3~Cw zaKx~d5XK?532DLav~xOGHuGzRK9RY(0n#dx!_|2%+{wzOv0^OF)Sa!P%`qlR1A;d2*3=X=usBrQKq05}Ebn zM4SsJO1s!fo&j1BR?W}XuLP;E+hep}qm>psq0m5geC6`Bvc;|Xbk*Q&f6qO;VIwJ!fV{#}$qMkM(9Lf&gpwjWfCAOc z`I_<-h9pv^SXc_}h(2o$gvtu=A&XF{@7s{D>coBfA-ZDJWhnWv_V~=XCC!N_);)QP zhUoNyp6dy@)R!5K1qz3f85*L>=HjPi?tVY_Vz!Z*+`XH%XC+^|#2MUH4-8jb&D_Z& zFP7}L7lsp+Z3*PBs_q6!rHLQxk*SIR6DYKygv{kP`|GNBTsr~c-sD`I7wT>w4haW> zY<#pRL>BGS1VO2_Qa5~9Yx)#+98QY5!eDn1zI36BK;yYDr`u4*W$QDQ(AJM0Ws3}4 zqKAy?Ha;Qg2d1FpQIE5zm6nD#q3NfKTaACtR-$`n&M6G+W(zkeo9?Hf`_{7&3g!YbxyXG1W z9AT=^Q2Gi+9$0M?Z-=!S;e+1wrlby+b;-BWkvg<-I!#j>3dpTeTT+W~<;_fxz5mD+ zYL34IR$3YOv>+gC@y9!JmOH1^gl3|P#o{?x2WPQKRpN_D-aE_S^h1Ngk*Et(h0hpM z)qDii6%eHeI^)Zis=gvr#&%z#5uC-hIUD(H2;LV}=Um&Vsm2`5#*#>coIVtqqwEFK zRy`bn7%*C{A!pBJq)*SI|FHpcbS!O-IQuA6&}8u{NUX*xW6C-4%nB27Eg1OXlbhE`ddni@KHjT* zz^xW-E+aWr`eHG|+#N~V#YbDjKyTwL`x~UPNlM=j^juk$6)m9iRnM#LwEUKqmf2N1 zXhS8C{=eRP-@vUD?j9vvt>%y#Vj<7ny?Cum&1TPyq9i3G@a25eZcOpskyZjk2MDx) za@9cF`TjsAREw*}Zj_&j}e1k`96*elwE3smJ@^t`a+q?T!nfQ znFGxKDv4*6&6HF08$|y~@Nlv+_lG%O!G$+V116_FAcR;IFdKAbKUJq#$Jzo)hBB9V zRC;=uHvwV&r(c;O>KRY}-Bm(-Hb;MJ*6}F`Y32aWn-&ZWg|z%RB$Qvf&lGfjEy6KP zW_Dd4d`IuBea}-$^NWI>F2($&$j_*5ct6(tQULAO-)S?s8Qy%dVu(N4gsyLp`6YY{WhrcAiKZQVHkN-+uM?N7{1ve-v;4!OC@a^6UD#u?Z67mOq_>!u4SO zg%UP4AnxRT{jYbAh!pnB%Jhzq$J`tTR~u}Rj=Zpw-HP0zkL-_1w3;JmQA&llm|bX-RBSYif-j+Lh~_m*rr8J zZ3x=oUJ{q?HNuPGiBq5TZ0>UfA@|t7rSKnZ9uiCN1{suzaS>WhKKW+cX>sO8y8tK@ z>SbX@u&M7Ym8ONb5)d$04MI1`{N_zCp!!9B|1M^v`~v7h^e|A|>1j$yV9TJR`b3l- za0^z2WSYlRN4hDz4-qe%^@zEGm2IdY`{++d&*QQte=pB88d4mbx6oeC_?A;aKwB>O z$S4dF4%WKPTRzm&(>vXVCY2uB{_wj;#C?_rGy&rOrHnLCPp?wE*ZpNpZGvHIi7HC| zxejlSIXJc5kP7G%qmf0oLC24N;Uxa?EIPRL9Qt5&PC!thyxkEUbcx>9@0*T&*})H0 z3#@pi{6p*GO9d}@^k*FS%1pL&V-=+K(VtgOU$ zpQU*0owzulh^oYIZ1AZiN!8n11F~rBdC`)7aA1j5xqi*nSw`+FiB^xN4X=A%0hdGW zhh#cE*CnY9EN=fSXX5B}5^uJ(TzbrIeQv3%roc;S z=;UH1uXQP5XgPh>zdPDmKH;s2SHY_viu!!;- zyApINEc(ew>))+<&?&v&`uet2d7rLJA}-tSl|Ovw$c_|Yd`#0l;#e4LVLTdhnu-3E zT5k6;V&spypW)96QTDa9vzGJY*W7=KO+}8V#Bv%Q4+@;FUS8E%`Jvqx;@PX&L29GQ z-F-&OTYI_2>p#I$_pvK|l<3+Qy>GAcPo*!V&ax}3Knhx2bTGzXozwGIX2Ro9=DXAYoytafCq*wfh)BcUE(ih*E$6x=5kJ{09 z+bOcMEJ-9{r64$OW&ZkjC?C<1u#;QHVY(I?v2>jA%Gf zSYIUi!ex(@Z1FRS8}Q@-o#}4#9qB@qsOp|nu+DqPtFM+wtokjUdi%#EhSq2|aa)}w zB7X$2XVxg%yc_9l1Z@^BrVn8^&VB@xAon2hDFw#J>SJ~z3A(BMoN(Rsl{!+8nP!`ZRBoVUHohpFWH+&8&% zFOXcq*Jue3oYraLJLoPl##njPO`h>%<0__T?|51Cx7AU5`o_RwU;IX?0~ANag>3`r zY7ll`yJA3h!%P0o;rhF@K{{E^_Y_j6p$ES|%jmuKd&6?#iajDLX@&d4$qEmbw%G87 z(=xqHLwzoaBlRgN-*9k)92eF${|)t+p?b>Fr7}yk;)r9Dbfu0(h7g};iP`bIhgDJo z*fUFXxx=f)*6Xz&Xk^E2{LHgn@H0I<$nKVHJ{;OD-jBaPp#(`DvQj}6$qkyPcleH1 zA9W6Vj`o!q!AlohL1ZO&jlW46e}lJg1<-Z4E&iZ7K-3!}P4!cgh5!-Xvn8OXk38M* zR5cIYI-41CK}F|IxttZ=YImK|$0a;_uCZ9!|c1}%vUT7*7J=E@uFVfXdhYu^U>L2Rx-8Zcm!CnNT1$LJhtGuwYw z@+xS3Ov$ioP05tTO@2$w7lUPJu^(&s>?1`wuw=TY(jIDx;u(4Jw{*5Us=DJwe?g*%+?OPx z)xYuo*xyT4XP;ogaOmXM|hP*BYE4(k+<6qBFi8*?A#4^G@{4^A6uD9O?8urGG>Ti zTovtM#VQ3tA%XlrU+CBL}UbOfoG*MOjy%1!W=nV~v=@o+N zfET`9VvdF<-x_y~&P7}`G(A*p&3UbjLX5!bO@_TjJ$`Q1$WJ1dW zMH-gPJ-qGaSDyqGyM_`CHOUpHl&BzxGp$p(V-9b?t!YpSWvRoShCkg z*g}&%Wk8<#dA#sT-bB27=SP+MuD!)2op{b4Zh{35=B#I z?FD1@;*mb+!ymY|SgbHPgvV-dLaVfR=IPu*k0;an^0BtN5doVipXr8RRHlN}6&R`H zab|vj7+;}KQubiQnXvSoa_0kWmbMg+xZ%2y)B_)=bgUI;YKOiTaTcm;o-=s1DO^BA z-C`{0;>y+iqd8xd?b5hIV%mV-o~=rPaT~vWa8XPpU$F`fx<5TAZl%oqwy+t_>rssU z@f@H9Po0=(l%5_zPoGX}9y575N@C|1u~}nJUF<0q$g-WpSj~9kk6d%2;o|QSIh@O} zyu`z@`dHH z#8lxEV#7+-29Ysu?S2kb0lNiPl4F@X{k9Tr=ZO>l>#?tc*x2Fcv zB~R{JOnCYDWunO+HnwK)c_iqw*V>sZK(1Ub^Gr-P1a zQzL%lWO!cYI1PP*1>>nbqdDBYZ)v7>{Z|7c1HUECp=V&#Sy@!_5&r(*#+fF#n#md> z#R8tcvA{}yV^NbwHzpSEa&p5Ye6YW}d9l6L)cZ%b8Z3y-(3-E+9rjx$Y-?LQTq5gq5hKomZkWJz<%DY`@8Zl#5xAJ2pZ#fB$IBUIW`{ zyVQ4~E=??kGk#|AfZA?fU5ndzRI$E9A!z|&eNT9NSuY@=UKr>rs~jKIY(cFqy6TzQ z$6s^WiyFCIRV!4fh{+&sUwu(YOB;U7{MpiHP^vCR)AnF?@#qb*^io`W)0$5oM(%me z&cpmmqL>_~GJLmfSk7HNDMYWf^C_94S;uCd=~EGpeQq9A52L6sd+q(1)n=31jtstI z8`dS;-;mmpY(Ea#h;G2q0Uj1)`=AmWFK6T%ctjK`l$dZi`1u=Y_KtGFP$l!Z|$!WFfBR1?HB?s=uQoa6*6V^+TIFF2{@H`295- zN+{g6t0pgO=Vro6@+hQo?RMEd?9C>NCSL6CV;Yzdo-KcU_c4uG>PvrE1!gn`Q1F)< z=`M)?lY`oJMb6`bT)*b#K;P>fy4bL;(AY@Y2<==|5R+B8TX|UZ?mWK_c-Gw8%NZbml%MmHKcu8EKGikB zMDZ=&*^1U8wb7xt(afIK<769!_GMNe5`%WNx7dIQ?BgZILAb{pC1}2b4deRUVyDgV z&|)R*{_#)YL`Mx4_xZJ_@zOiEaOWzOW93>%LSD6-{*2=+DY=A5*nNN-ob}z*`1lVc zjbR+YU8{7mqP3%}DS|N%EfK<`fwtIhROLwR=D7?@+xaxnp?qzOH)5a4>zjMdEd3EU zT7c!j1j=tVIpuI{qeYnxvPF(0QP+0Eyz9GZo`QnN*M zQ@~PYTzk|UD`Xm|p=R)>P%a!^cJ!sF0L$D|&EuU~@_+`xSdwo-ycJ}0!qxo-EUr%i z&aFFCG5=y0`~Y}OysGir15J7p;93fNDPKA}@GS>L*?8Q{G=93k8)YAW;1b!*r*$cP`rBNotrx z9tQg`Z&_WN)3yagToh0@w`cM8& z1hbt7N)=FZcJV|7L$-}Hxq3^MrFX+-;IJ7soz3#PYCm_+&%5GYvm?wUNDUld6;iC8 zm*dBS#|Pv^S+&_2PHbsAxqgH%=E^XWsO;w^j`Fz*<}m17XR8i*SgL!aaps4z$ORT+ z4z9c_i2sz-^gvU{B;2zu1KeWOXRXfdSA-2o4+?Kj9Jw$l&rwdg10?EfIY(h&z!Y~P z$Uj`(o84ppC8nRJZe9_$Ty$<+aV=d#t-XfQB{$e-O>#+!y_ZGbe10wjII^bceNC(u zoh?5@a>k1N(m(Eo+@_X0w-Ei-S;EopLfPB!ZnK~)r4P^EL4>P|Qy-2bE{e>bx?f^L zNSNoq=UX!Dn9{Q=4O*INKE!;pS4vCwa|^50zm5uc$&I~aQ8xmu=iB;>iON&*2#y=3 z**$R&mU7JG2=EUVoTUunC@Cxl-1dhIhmJ8@KcL?b!ox#54cXswJaO7#U}MujkmKR0 z9$r+Ns|laZHaKkvj*aDxiSA71$RO3s*Mt!GA*xkZhwivTe|Sc}SdnGKukgi`L}5Wb zvk|rik)09L@5}9gUG^heT-%7*zN~hcx-ofcb3gLk`HUdM%DWvtr`GsAbF9CD=^$=n zbzV;ioJWR1S$eyNsjShq)c(Civ3>!g=#RMVy@SAAui9DaUF3l6eOBczobcVW!6bm` z0K|+0n#xh; z(oL!PX@LLi?d1mWPB(#~xDm|VlCLBrO+kuwP&0igs>oS!8{>02j)UaS=3TT&A zN@?qGzWDdg|4XlXj|ApwNS-kBRQMGW7FGcP|k5_$Z(xI z=jgEavl?_vck!N>RS_)`P|M_f1*1a=*^t=*s_7}x*9NgN3eX@e1DaD%joE`#i`>67 zyanS_frBN?#2ODY(OjQ?sIroJ{OamEDQWDH#e6|M(A5{F%!UT(wlFk z#I=>r?f+#HA$&mbUYDJRw65C8W(Ja2bG@dHJOve;^-=qc2MHe-D`Iq{JUvUG%*mZO zj1Q2Rj%5YXN;+uTjW*Br-b^u>fb$pqPoS&SNTJK=aDcR=A-k$kS^N(N92}oNT5d*ppbMYAk_?!vF_BJo zKX~)_ui~y8$x}3z)Lt)1ZA|H8q1VvNX$xPhwMiBAqX_8yuyGC$ZBGF#5(&U&vr0)t<+^a1~7B{Ne_{c34w)R~wOWhiG4JLx#gJzJ-S7!vE77_u}Z_cSwS(Qw^h2 z-n&~GiJ}e^0Op4TsNibJAEfiADgo@w>`Ad=e)ST-Zv8x1kWar2tKt1G0D&6CH&tsh z_lAuv-^t|W(?%Qyu z-KY87T&UfU2ZVmAZufq!D2zh<@@4n=?o_N%0gFyu4J5a3w)7ZwwSfnA>3N3qfHwlD zW}=7>2{70Uy&ZBuj~+c5HmHblGU+cM4>Fmz?6xO_?vggU^LON4T|s8FcrS;U_|PbJ9*gE;GrRIdEWtU;$JZ8ufY1hxYYm4F4+=?IVE17 z``x7Fs=Vs(Vh$yYeC4?(gqkACbW6zq zP9r+B!un&p<{+mqG}rm>q<_V7c-_B&e()E$ip=w`@~4CePSmr07Abc9 z7ZhV52GaH$d|qy=zNc>yWpjQ_G|L^aQ4S>#YThM9>DIhSgI`^CmGx(jv7(ut7QmEAHH_++w~Wo z3#fh!LC?pJp;&%iL02Pk#DTlb`uYVW$jf>M^1FSpg{@4FqeM5w2Jb_8a$k&~Ff7G& zlpD?o>kC68d$wC1ccJ(|nEG-Cmqr=0!f!4R-^BN4lj2v6WGguQwtqRb?w(zZOn4qa zCBM~BJUlrR^)EDV(;W%Ur`lqAJu(rsdo2x9%-%D>x(e&kJtnn+(rle*6tqaac?2Cz z%O|cgEo6973!No`f^c|dI&sv_AZI69Y%MKo=tyH1p4)ekT>gYnuv0AI?3Kb)MI(`~ zZ!2cb67wi#e(IGhE`%_ojPxnL6$AS88SL#bDB|ixZ>|2y$y2|N@ui>VS}K|Kp-YSn zh){0I|I@Q?*QkL`@qD#MZvI%iT!!IIM|GrzWYqR@WV@$2s!=EP$UZ_^R{znTYo(JA z4vb>Y^eXm@cYinp$2*UnpD~%kZJ#qM@HI>)}f>EgwiL_*b_+LZa$=PDbH|Gu3R`E(%R4N4&| z_OT+rwWG?|nA{ARd`k#_Oo}8ZIXMGdBhv%(awiJq$raPO36Fr=?2VQi=w?@x=OJKbm{fJ<@LNB2NKFE+t~Ppko?*R`q(gz)0;-~!Y=zUT*3g3X-*4U? zjWD3oFv=KMZ&mg6%Wj2$&9D~_Ek=@aZ<~SK7q{euExA?0(U!+>p^jyqNHvL}api}0 zOzXHgDgBM%E2q`CwRkpAa?yG|%#RW%8fBBTJ=)>=g-LLJ{MYrW>gY~o)Lx%+b>kG{vHNr@jqB@=4)$f zixasA${iAk`U>03mGw+bL9Dw|Q-P#dDti=Qoltr5_i&F6kXEZ7wyCu>Baqz?fR4@S zv@TKX1~>A}JU@3uoL*{ZHXqr2WSqfVUH$p^>>5~*i3Oa2?OiIntryB&ETUs#faT+m zrFpH~4&2>i*RTa9jQEQ2#B4;T^8dCnW&PqXeOrJU6%rDHl#hW&1hg}zM;ie4 zJe|_QCvhoyf&~2Y{~P+Gk^pHOTNo+G%LADYu|RPHJ&lvA+mfViyD)knb`GRhP)sn0){Mz_bJ;(@+AD+kfdYvg3`8o!$g&`VyX3Z?{~A zT!Ca5z^sWL?Hm);5HV;l^v%89g+rvmNo1^LpH1Z}s7=Y6rSX8R2iTe=7o|Wb)%9l=de+?jA=+xEm=7blDq!>iVdFK?xFf$8<5=eA6Nju=8}Ms{V*^9=-@XTA}kC7 zBFgLU7nPA#yc|+s%Q-nTb@o09S62$UO|Bt*loXn*-(7#~oNLXw)~pfFc!myWLPs#6oKxRE07%gB*IN88G3bfpiq`!Fs}ndI z@)DPo%>(k}$cX&kNS&Y`+D*VWZ=6#FqD`WblZzg#ffPr1Al`sc^NbRlP4$v{(t7^X zt!b`;6E%2U+nDh9uU{I1{D=ZP|L4!2BmCJM_61p4*j)~FL&-Q$WCmq2SGKn$J+5AO zOY(c?=jS6lc=(X+XKr2|en&?K00d-aX2!g}fFIbz?1Q^3;L~uqIiq413*Odr?m)4a8XjW?q_q}sULS*&E|Yl z!+4=G327Wq3x$DD3A#ynZflQ90Tkn8X(rI?A62yi=YBg z9V|_Gp#a^r`^QXS&r>W%erapzCrA_n)FdFD)4erPB8hP{HGO$~3C{zgyzt^*HXiQ0 z`To|6iI$rfpdH!+!dK|w;#<$NB~+PY?w_~U3%6=kT)ICHewXTC3xVLI5MOccIBm}_ z=O^nCNl6&osSz9?9B(R5hVHG2u^NVYhq4zj#jYTDVWw)4Oh07G9K$WKI8MT+uX?+ zkr$W-DU8AdmlSVO=q&yNJOQb1lgPS(g1)k|gF%ocHrxD>mxhMMG1BS7hbKV&RQM`i z127VGAxDx2Grcja$_M_BA7KH?(&~PpfmQ(h0kN>WV)ZPvq*7D7q>D}#XsSBRyg*b%Yx`wS{Fv`Pf}4ebyXz(KNo$L;^zJ<(k}*BO4@8_ z>tNSE0@sKMAh9tqI2;Bjz`)~}XbpCzCFHhkzI!9{Wmct1Bmv3MC zx}3{A0%DVo-8?BwmI<@u*lT5&A8v@NUq3y{$ItoXuaU**iyg-(l0+pkY+EY)uKQFB zsavDFqZ*r_cWFC8@|LidMW_<%SHGCKlD`{E*qNO96-VyvcldLCQ9hkG?iJhiw)MA_X;@lRVB72K2=z8x(} zKN-rKU|@^jtb`A?=hTybWiVm5?m7@0?mmfmGou2`ZfonO3%56M<8PX@Wq~LG#0VeX zi%=0tCN$-B<0sT9rOmY3bI!YE z{*tV-pN+KpGnu7AJaIhh6WJ~46NF7|O3UuYHCr5f@C%Lh&c==kIwIz@%e|U@n;gzD zCq^6c+po2LwK2VoQ-MxTIF2~v)ukz%oY^EAxL8d-Fwo&YpGYHK=c)+vknW+O`os=movM86jVv7c0j>jNNs7HqIWWpVcwbv$^$yx2 ztaTu^07zWSbv2NI!UQhj(-(Dt=|v1|>qyARbWC*5xwur&WiWyQ2?RVoYYs!&hWk@$ ztY(&p*`h?`eufv&9FeScgmmh#`--p%ZWDN3~yJFClG4oWxG z4MOkZAnM{&!``gK^bB_Y+x5)T=9S~35%rcihxc=rC$lh1TbHZlSbEv#PV-oUUzjPk zvhW~S*i@Du2ymiQ%69E+a^^Z@JliMR3}+N<$iAMHl0y6h{aZw(yQ@fhUmX-o3y)h7 zy*y7mBV5-GKqaiZu(-79c6w>3bY2Y8ELWVXaW&oG7Y*NP+$0q6#fFlQIERU;W;ck- zSoJPB#U{KnuP4Xd7@*FU(wKHaH*RGZ!ZDoUbiiA~6O;_OTU+wJT_G9& z;^-cv-Pr3=oEWFN#!*G>h!>ITw6$RJvV4JiSk$5NXd<{~v%I{ylV(6+MbMnHFYmN; za!^L2c;b|PB5h{z0ve%M*wRpVmI%Tc`CE?}b>Yvhq%R#EhCYGV!O$+3|rok8z=_%Ns3|p9Wwh(x|aq@1ad=9UsT@zK?m9 zeS(mm-zmiQvb%0~WySZe@P|<4;A{fhI0$-6`w!a4H8Ia2sEbAUV! zY}%gy#5gF?G<;TT&PqUHQ8j2h+t9e2aqRen3=(WA5y1JWbO0`gu6{f%tNZ@R=IKCy z>i4LzHotS*?_3E2Z;2oM@ZJBs0z8#-lDagH~zp+Lt}PmdLJ8swAQJY4m

Sab-ijMiZBc($;ghSmf_*T1l(R%fx3C2>*VVDA!4Hyv!7Q9Wk!EJ^s)x;bug<{Wk3qwm$NZwOsR&+1NmqW#Q4VJy;g4_q4*tfBcua--udsP3Q4sJt zGhi<8!6rdWyQo#=yCK>nI-h<@okRLUfH7?iSLd~M5Vd!s=huabS65C*o?MH^8a%J9 z+Y*A}T(|nzNzTjvT-Yei&6-V=q_mx`>wWt#5_`HyUnz7$eS^wUmm3{bfI~YR+e32l zhiyGbLA7;U|4i9N-22BXl$TU;t^OXfVe3vc2dw%?^E3g}WT@SXKW_LM{jed(F4%#F z@11RC=QJ`2-#o^|uXn*oY^cpKVo$eYn69x3YOo+n^9V;0&I-UXmpXBGdnM3H{`4t> zpzxnHteTV)TKnIs9$HB&{ML-f-BfhdnfOESfP~ye z98;fIjFCuNkhoXGi*-q%xb~1B;{23CJ+coj)LgYs75tU;5-kxw{NVER`1DN$T-`mT z`uCK{?V!5Ffly;3QUD=Wpm)&xFh%Ylk)(GVKBDl8R~5L_R^lj}72CKNo_3>zd$R4E{%rOq*7=#2 zCWVHQN_(?!4B9xR2=~bLXh=H=Og4Q3%pts&@Qt`9P|@bIENYvI(yC{-8Je3mcY3z7$rk>fmQ6 ztT$7(jlnOzW4ENG7f^Fr*|=S|WvIcnHQatM&1G!5KOSsZ{E)zP0$XJ((O`ype#^}4 z?d9K_E9Jh-T&4t!i!$QkXb5>SDU@7rf2&KN6S=MoB;e=p@`juiT)PnbBRVpn6A>FL zx<8x+3`X0*FPQog%O8~ToP3|7FdiZgz)!AMwd+*W3CEpI`_znaMoAZPgr#%Rp(ls} z!!F@DBA3zsse$ehVV%49?F%JE+2H#M@de~vp3=u0IxP5J!^XLGPDH&L8`u2bj%O`Q zE-~KCF|r#ccgy&BZ>B>(mH9$b-j-MH;p>_t4>k)VORM8Kv{0SRhHB5dAgg^jEtRvY zDZLh`#2P=ZSw%TH!9*D8Dare2exbF8!NJ)Bv zl6pXw$vek#!jNCSR(x5BW4u~t)_i1{ND>+V{l=QOg`O2a z%Jt=KQ|{7)4L!#CmOjpLHnE7=r+I51zGL`8X|bx#8BT6i+O5b2 zNnT>**4of`oeRYEnlm(AzmL21O&J!4Kpv2LUEzR)TLdAZzl+XM1wn4p0Y@{_m+U6Z zJzp`2&5I2hUkH*Bg*=$|xB~VlzF{&_|oftsL7j=dQldbGD}_qqm5H|5%Ib zMVaBQGgAd@Aw^RkwH|cpg=+O@PPi|sR0YQ)R&MuDg{L!@m3QgOYh$(i!M74ZSZt5R z>?0iBUl#iFl;%tvQRDV5zTNXLBHrwawo5~RY{KW0;mFAIi~f%24t+$ABN&orXJm;KYzq_d zM~Qlum0~Jp44hul%L|Pv_5rKami@)0`_XlumW$hhQi-2&I}b%7om8HFv-_jIW;R?X z?6|{8&-^(p>e<>u^q~e@CVIvP?s0wG=Exhr$^ zqbA5r>>CYkGea%=&2E)dg@b}z+gApZmLul!FVw{o;LoyjJX70sijAud9yVzG=0JUL z#YQme9)7l`*t(nK1UHRUP~GDrZ(kfC6z-bxu>a+IyRQu4P?n@GIAc7aW~b^^t-E}w zq`ZT-Mvl+*Rb!^QQd)tDnYpI;(;paYea?9$fp2T5W{Vhqo~c^EWI{T%31jEW&t-!! ze(MH|ovEwVwgWwoVE41%LRM5l6`x7&Cr#}`RjO~d6jv~2ql>`TV6|vjpJ?M_U#I^u z{#j}qU0(S*>d#5b)AujBXC)+Mp06o+La-m@ns&U-E$M63FV~%~jQ(P=9l!j{NzixJ zxqLAOB5%*A%BW`P=59u19Y-!cS=zW5q}Eu*j3Fh%2GvQ`ffIGZBUv^2v)g6$^g{8e z$aazcJYSb%=|@+HPtxzy@6jI*=E-)!q@9kgf8tnup_>`9vYNDK2=TECX^oOV=H@J*o%CT`@9VO3Mq6 zHv1V_A5kkXJ!wn+J$9|>2YL{pZRZr)nxCN2_-~63*wS;kJi)2;(bDeys`ewQr^=K` zhm?&CPOtCHSnJMPIq$t# z2&K@uYhgTGJDC{*PYK>VQDfAK|2!4hQIG&-p8MzYbbNibNuWPC(Aet2cUmvKHR(t3I zmhbGG0~)4}EWi@j`txe^f#nP?F8+*lV&(CuQuT2_5V5f4EWwQ3Q(XM0*ygxz z-(J3Z_fGYEi+-kCUr|x9_-b%_wjQH)E_XvCP&1bKnsC#m)1!{pH*@f+ag(?WBMjBR z(+e%)y0ao*i(rH0VDn~^{WD=y{PcmfC?o3%enb4jtl4w75g|%eC#G%5Pep8c|y)wOinFLBEBk&q1%ndtZmQce^ZSAWVDt% zOOT%W;xsINWas^bL>jwu9d2JIjH&`IWSoTh%6ZL!vUCySsuj+{r7bjT&N)CVtvgJg zD@)RK7O)au(;jRS&Nb<5(%b7AT&B}GdQIu?VamC_>00EOgAJ%Ee}J)b*C?JaoX%3h zTcHOLZMhM~2XlYNj*#K5LneQeONPz^;pOMtyF_Ec3L7h!8XIh$s)Cf4n0hc{XVL!4 zZTRH!R{bEz(wo7c;nK5Fx>A=|ScTOqKrhrdg+k5J!*|4%MT-M7lVh>oXS#OzP2e?(aMCbInOC&h!rGzvq`*J9Uyf&V zswj7r;YrJFm&>aX5IDK*Kwe+(KwiQ2?2ygT(GljppxtsibVJSET}c;LPln*#Z7s5D z_zleH>X?O+lG5Jl^#V?JW!Q-+d!n~8b0fii7sJAJK&E4%;H~I`7?SyoT<1@ZUG0vI3&}_NhOU*2B9mf%7o@?{zW}7PVc6xV(G5JLe9jXbEUPg1u=Q1h6URMw{H$jh+MK%Gr_yp2Q2wG<$EcXr}e zV?rS^UZsI6Qln@^Lh(tp$KF{fpT32Lz7Ms{DGWnV7WrGh2SP%Mj>w-8k4L?Q33fIN z`^S!%b&ZMcZ|a`x?sb>TyWc=tdr9YsLZ02XvOY0!T-xDSvbbnoMZ{B$Lz&@-XW9WObE=xDBn5g z?(vEDVN$4=L=SWQiWw3;KdRNMWn-U?;_qVUW~r<=5_*X0Sz-UZ6)UR=IW31vz?+eY zX>AG}m%w(x=3EbsU0uVZRTJz-?iw9ME6W)_6d1#haB<84`0?h;-q6!CuJ*CC80v_A zb*sIr3-r~1`J)0}{kgT3^7j=KQ`usUD!yJU zjBS6)WNVZw(C=&eq1VoYLA83qQ719*&AxHkpOkR8MFc$kyjL)1#+ML6y8{h%G^M;!&%2efI3x2M}&qgY1ex z;N4nbJ`x%mnU*%x(}?t@%BP@D6J;tx7_~Dvz@Q^A26$?9s`v$2!g``~+JS>}Nbojz za#D49A%vELBSa|ExC{Z|@s$MRt>V#8=*qnNLCy}T^C5gK?GCFreQ_3EZbOd1>$Lx% z?BQ4U5&3%lS5HbgtyJp{ON(xHp}8_CtqXB1w69)yPiVWRfIJD)p-qAeK~t5+$MeZN zz>hq6(|np#%qaQZaJ3r;FaVC9H^YpKpArysXJQMs4-JKh1O(C1(=Y${)hm{%~wpMe%O@bi15963RC_dEgfmbsWm z1xB%TxxUv!F8w`RLWvz%v6HbGS_|&~fnE`+UYe>Nhn#aeF7BL&*GFT`0%!Wd@re8bT$1YQSe0}^w z_r26Z-|~-U4_jzaU8VsyH}~O~f~@`SCM!@ZOp5c1 z)TX9Z@t-~6T9=@76FXj9^y}{F$*8C}&h&VUf~J+m!otv>HAMBr2hd3+Vv zhEQs*INo={cR4T5&(9sUW;Adwkrx6hmc}y-qg6emX zw@b9U_ljUpWK^W1<0?9?>nAemk<|j(kaDr55$EL0mcsoyPwChtHIQFsWzG7*^?Pz; zU}Dk=81x{FI6Q2RSzRd%euHfk6ILrY6p?Ck8W)_`a6cXi?30V(f| zk8)~iBbNylA|fVvx>VetqLOk27+6)-bBXEcx|&*ZlQmYvqFFe%p`_)?Dx(ET3^3!} z9N9E+gutLcfV60v>AQ?P7d$?s+8vneORk3|z%F(iQ4-=tnm@Wb?N0v8U)B#6rHYA( z0e$non{BS#CY@J2KIu+wqzi{qd6s@u7)-XoaB&qDILM9;SJL!P8N$IzWxi4Cx)`w8 z&oK!jyK-L3XU03Vzy}x{7I%e- zjg8Cy-MPV#aBgY)Q8!+BpF7*6b5xn1r zvg<(t({ZIn+m|8jD}Lowf{?Ip!Va4rPZg5n{~@O{(b}ThMZ%68XHLlxBsCt%aH!~$ zDmin(!oq6r>|9=3GrCL)3&U2>@dyAU3}iteMyucCvJd8hP7;!)XSvb^oltm}JNbGF z#tZG7ooTtb<1?4_zdLL_778Qd2VSm~LG32<++d=|0P;eB0ueizwkSP1qzVgnr;Y=V z;FZ0VQC%KiA77V!S+CW?(kRt(eVX5Wb#@;BVdUAt?FGy4;>*B@EKxZ%xqObl`?x$y zTMuqm(Zq@OcoL@qzvnyYKX06|oFbZt-z$7j`nf8+Mbg;s{cCmc2QR7cq2qTEra3fM zSJ&XQSD(OA1M;<0sx**m!33-cR6&bwZ(=>8a04 zk4DwUJ5TMQP+BJb5ZPE3)E^5i$RLArOnA7iQt17T`FaSUqV}f}lOyKrbP4IfKuTd? zxJ5}pf#knp$kl9)q}yiNec5{v?5>80!mhVU6qM2fzy&WMBeMW%^Mh`rIBQQBSUix2BnC%DK2{%a3%K!F_f}g)hZcDjH^(XNAJmU-W7Y~wGRqX~}K!<#x&-x+(;3k=wJ^(sjX}=~3 zj*^*jn@zNAN4Ryt_{~5hcvte#RC0&yE&*2_7aks7T#Pkvr31RyZ%87L?2g`^9zF1# zD8MqK-3BH<-Q6ERSBMA2MMPvER6HyM z4Wy$(ubi6QToY6w5vqY5*O%DrM~gAY&oFFFu;x)n~$%pordD zTs!Y}@-RH~=7#&?vd~eaeI4wP9bH`;fxm^E_Gc5ou95!~+>;2PQLUuUcnEcHuq3pg z5P=Ln!o;KjUR{>vGo-u5I)F|CD0B$d2I3cjT-Pl zvU^?;g*+za48B7yY;KB!eLiahlUyLVVgI|-s51mq#G3Ga)^S1$tiYNv!>s^=vjoZ= z%r_BoT24A*kRd)+E>z-rhgXlD;)R<6!2BriG;X`hz3Qf>YYv8cd2p6n5dKD%>VHbY zC1i6DF-S>$AwP}s-Ev_aY|MeQ#YcnLwyMZU&WK2H?ZWf5C!gR&p1i6yrjWcbEBF?# zEv>TiSNN|Q`=2s3PzUN0h97!;T&$X)zeECbi!d8{0 z49xZhS+P|fqqO0X_L;su26>gDs=WjeKy%uI2}cQEr3+?>b;--izXM3YB|YaEQN|%` zPTZ#gs~tU2E_TP%GcZhI&dD0^bbSz!F937&m&39Kt5Lb3P|m@4))a7W06`W9ZcAKR zI!D&f=IK*`MpH;dbK_uaL&-6ikl>gdL(B%yCgQ>n%T{sgYG~8twdz`{vG71M04%EP zoh5Nv>GwqDP`_YaAIn#`Itl||`E|w_|206DV*W57&Fh9|_!>1F*bQRRO7z#0Y{Ee> z1rSqM8V~uRUP!+HrU&$(r>>_laaM>+fH_(mu=9#bE%X62jT$g9087JUof*5Goq>7G zmb_~UCc)?kJTkT!o>}!*P2#dbK>whmCZQxkqijLt#Ho31cZW^tPq2A9=jFX;1H`1R znHgel4vU+&rK$V@fq_VaA*wGvUdLG7{`5tisqy>#`B$L|OJr0FK;Jy{28pK-tQ+Xoa`xxly19x{B_jkvm$_{Pky>5|%MYG%*?>nI?7@?w|;!z=~>fRpl{5hK##n3z? zuiTl7zd_)*=+1e$zOHT)9$W3zVg&&Zt)GoY>-|Bn`baV8SRB3(u-+^$cZP=_J|E3% z(mwF~`{Y7~i$I2@)ROdL2b$lV{d(2f4fenc*miNcV`V`mB`J9ZfTiZru39agO-vNC zWqQa!%DzK!{`&R7X?Ir5qG>h8+)_Jn@UP;lB3w!Qsi+3Ia6JD-dJ*$V)6Z0nx0-6` zFHCBoyu>A1JfJJZRinjcakJXFnG zef5R%H;&towC?$)oNAY0U9O2|^^RpnCVis(GaX-hF5K|KB!q~x8h&;J5|n%#W> literal 0 HcmV?d00001 diff --git a/articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-search-public-access-disable.png b/articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-search-public-access-disable.png new file mode 100644 index 0000000000000000000000000000000000000000..f6d8268fa30942474eda06feff8ae2f5924315e5 GIT binary patch literal 64996 zcmeFYbyS>9(>F*0!QC}T(4d1m2~Kbc5}cXA-JK8!5-h^-PH@)&1{h?A zB=_?^@7Zt9?t6B>KlYrbIY3{1b^ofmx~jUny036G6*(+)a&!a)1S|!4X$=Gfq+kSu z$7ZO=@RC|;vN-s^UT-a3R}E7S8b@abb1PdgjjNXhZzda{N;bqdQ_ApoWYt}k0N~XDw!NTir_l_F^ z!h-;(<${vm;KnCn(e~HJDM=iLI_WU-kufEut(y@eqlzAerFu)94pw@ zDnj*^)96_5xZdg2R|JGd!B$dIY6?Xd zA#!3X(M7_@EBWy)s6Ws6M=q^`lM|r<2DU$&HkCoTo0}sMQacW=1qzc43Cl@F z;deL+$R<=mzLZ{N9>&sv3 zqBX0S=yoQls{D*UiXTe!I>(oGtFpr@qUuda)rHs{_oM;IdjuZnTE@!rEWTMzLl>4CN#nkQ;D*+Z#L~mnT7?2Wm|8Yr( zT>$mG`ySG<1ftHHUSpfbkgQw*;WwA4qzlL#r6Q?KCQ zr=%@UuBR84=3s(;2$d6)r&x}Ts7mq7K8tIMev8ewKKYBwIFtU)BQJRl@ZhTFZUt8{ zU1cR}pEmX=iKiBJ3$f_ZwFjo_{Fjq@(#= z#nncPPFGotM#{k%OvB5;%fZDi<7ws2O(%{{BkBw?7uJxL{R;tq5~H(pb#)Zxrs(b2)*)BMAqoujhyzu@g%{z?HZ4^B^0M@|3-7pI*a=fAgbag}k0gZyRaf7!xC z3vQ{L8ekU(H)kMN#vN?$`t08!K)`>scXV^M{oNf9kP~bRwu4u7fl~$iHVD?7*Et>D7`Z#7-5%>PSR|BbhYH@~~{?~K5k{|ooO)&8gNzbnIQDJu(0I{@7t z*i(=eqkEt)3~~TkfrNi&0X+QXAYMKYJ3tV?$IdGRGG!OyGZSJL0)PMjZh$#ISb*=} zpcL#~TutqP;0Gu;IENJ+2gqj%<^=-;*#*qZfb6_{LcHvPAOU`MZc`wanW-SZnK^*> z-yl?-t>9W|YWwe8JwSorQ2ausKy$Du7!C#EV&~;G7h*RP;x}Ulnwgslf_TmOOu7GX z0|E-mIyl>z!iUq!&eQ_T>1c29o5q8{gj#d}u`f47$9P3!J{!@1j38r3rTW^YrJ@*6O!0 z(a`)h3t>~>pDwtVx`RQ#`GjNrc?GmIwYLDn{l{O0{iodOf1wOQAbvqUbD$Z!Igfw< zJFlskIlCYq0Kg97<>%!F2yp{=`Tz9lU+69l=B^&5&fu38a5=(d1y|7DvZ7)BJ5((H zof{8J@WVL3MaIr0!2WL{qvQPBSIsZ@c5dB@@-&_p5-JdeJ>w$xBx5HmddK2p%2KZX~g zxGE^iplqXH;-O$*NKPFgAkZKvNWawboZDXvFwk;ay1z%sHY2UBnb_s7WX}ayhEH<) zH@pdRi1yyFeBPixVbq_>I?wo>VxabJM%xY}Z?J8cm)CW=+-B0*&6a(EA%8Kkf_f|= zFbSCm+f=9o?M|}$>JEU2+4{2GSoCP|dw06fmfzBr+mb~xwbJ)|+^c-)3!BD2L`uJ;WV6i)0BoaHWj1j54 z;?Io}^v2_tG5*uVrZWvx4vRbKTW68RfI@kLYfMr}Dnb4c@Q&ZT$W@0CEl`yX-6{P zetx;{9=1$``cUiBU>8B_9baCS@7SStmTzU&vgpa4ePQPlMO44*bA_qqdn}i`YX<0T zVR~bg#F~VQxW%kQOa4vTxHXn@HwHJS$;k{2v$4V}?TW{AhKv&TN9(N#WiNhr+knxW zk%=du{pNbotB>UNJ@(`=WSX)Gc7=CWdylGUr&3F-qp9W| zNd=2OEjmECGP)K&yp&?u^9UF}ClWLm+O)_wt9Q}8B`6447K#l{Nn^IEb;gRO+M$n* zG55S}04n%0;>g($v`%QNpIQrtuN`&pPVjgg|FASWRPBD_AALTYs?gCFB0Q0h1T%dd zm(a|}#-E?LCJNvav=thvZ&kSMRRtFg&r05Y=u>XYO5SF4^J)DyS-GW3F<;)Iqm-fS z)6eVoe5PHLST)?8(`Oq@F2+>c6KJPwy(TCl15Bxn{jyd<^)09g&S_zhqATn9Hvh}y zfJTHWYC)s)-fxvILWauGrk1>kRy*qnJ_0`;Z<0O>;~i;3f15y`qaz}eDL3!~l`e-w zeWHWoL#A`Ds1pzZF|P7s{M3Vr&o7uZIate>5d3}n+J%(Nj|9z1Xl6ja!Bf;NJvk_d ze1Lxlq@{)QsmGMfzaWD&egjv6_nrKj;ZVPWr3br2Lh*?|rO229CB>qkJIXw&hu2fZ zf~ao7$sgt#Q-tb<`Xp-;5#kbY<2&oyKXbIGgx-zsOc-nb(ULZgR+u3-cP4|~2qiY9 z;E(-VL=^0g{1(_`WTU5xNB+=LMbu`Kdx0KsR=M*uo^4jfx&(^hd)mITpTgqej^l34 z-%B}f{O<9V=I*gLl8O{Bj3NHQiPS1)cMXyQ*a8djQ%Ay4#jmyV!7e}pW zY0AusI8-*~`K-?2J3l2?7=U+VcUR+}v^RH|P|fdi>GcZ?NPx&=W=0snZ z`Hpyq)O1W6H<+7P6PM^{{iE}dn33vq!_)Ej{w`Irz()u{TQxqj=Z^r%YYPW;CaU8Z zgqpvsfbROHRcPf0wW2imkN_lsA{~v8gfGBpAh}4&B@40Abk-M38({_LQs)i-oLzSh znJ)1ZgQ3k=Yn!QqAZ?AODh0Xxq=To^diW$0KUEQ5O^LRBofy`7A4TW?feiS92n^?h z+uS@tHK1rjwOiDiQRpaMGK^`d?!`(aj0~1$r)5YNAn$&-prB;SCUIkm836YnXGyOg z{MEYiD|9g!TVagE2#K+;dh1ODXA6zph%I;KK??}ibuD-7{^mxIr%qcVXD&Y?P?Koc_!9^IQCsPB9x)h?2>@<)a{y&MUu zNYX0udRKAO^p!T($!ssqI8dJ^$`3T5gdZ%EShtu#H|DvKrEo!!K|#Hsw4e(l1zjHhCP zFd>N1pOLnE=vU2@kx(n0*u__--#?cSPa45j32;?u`NAA2HJk5R6Y6iG1%R_-JcNrYW9O@m1IR`t6_sP`M?{ zaHy_;Ctyv`IUlL6RoxCRf;uyFct;^P(pElrV&7Pyqid@#qY-IP9}<2VLGQm}w#s5M z(j!SJ{pq_S0ASQ@NX_%uo!G2OM4oJSGWDXR{{sCO8k%}jS3dnFtk9uXX67{TBdKgK zf0@qEJ2#N{FaKS`+nq}G)j&C8bI1_ri+d?UOThS=chFF=^=i@qXo*xR$1csn5NuP|u3zX?ct5?q= zKs|#t3S^r#Wu0C_WD?`!u-%TiS~u4DT06Vy{qa%pwUmOa&lmf8o5QzQB9K$^W(oTR z&z>mivew$)^LSErARSFedKP2^+%0{}vDn+?(xB`FSYfeAd`f@V|$07K+W6 z@6T9~kR53`!PS)e9wN*wYdm-vhER%gys=Jp>7$2LPd#}Y+5uGZIp?DIFj6<#L;HL; zBpQ=ku8D;-KmsA)F-muArI~go*69+7?mpR5;N@&YaXSAylYq9-ta61xz3aCy^K$P! z##2!R{H-jK$^lLPpON1M1)*VwccnLdh)*7w@S1y6NDJ^f$R*JSun3E)+5Li#8}|^y60!zQlQDHWKr$tscup9mNLMq8%x|$uP_# z^m(s@o#4$7{V3(58h+cQjRP+XeLm8j=#H6Oqd*)`d8Gn3Dh-#pxMG0$+c`uzk;0%Tg!o2nKjZpZ{xj#MeYAQ6(&H;6n&eU|dbk1n6!NjyVC{N>rZ^tDd= zXDY*t4XyQI1iV`a)2Vu=k{U_$U=f>z%aa9>sgA9zfDu0eMsA=i{;23Jrg~?n%e-CP z$=UcQ7rbb#cexj?Jft=iu3p^R$19yfzWXG;5amwXWvu%8rqcmdyV7UBm5jadq=!PU z+7YixQ&U0NFTFb=Yxe@AR!1M4-fLY!9MC!0Ou-2~30y(E{XdrwV301j(FwU1>^K?U;&HV_RdRBX@?k za#qg5@nf0H^+=BD{ZnspiFjWTBEbzesC%Y%v)uLN z^YAq}?%fg7T-!4Jf_G9>$&6hU<{E=ANGha@%hl7bxdg-FqZMmjemAYb`X-X8qyEkI#kVjN0$oj+6tS3vVy~erFNqx4rT11hE)&XGYl5C%HxMnYBnVAz zt1PlrEb$`>-g`6&MP@7%i;m+^aJ!dG^OG1F#>eF(YMxD>GdA@iXzh8?fWy-2?}xP))`ijN7#S-Snlb5> z$basZMiM;jLKR%9t>cm&QS$Za&)~^hzd7^QJ~(08o!-+GVrYV#U`H~zTPh|{tg4v% zA0EGoOfaj{d1Q`%Xp?6z73ve4O|le>M&Rk+jc#Og&y;Q)Fnr*#5SW!k-Ryn7dLeSy zc6B}tA86#n`xTr8kL6(d!l0Nk2gv7UWuv<9(Z3hH)qNXRWfw~9rBxQ3ed3M2eKVB- z{=+{B3dn8_mb&~~shfQb_rD4DKkI}6I({7@su{W@z6dbB@bgRcU>$LM&1rmneYJYD zB}XkmeSLYY;WHI_KkFCYwcX}YtiXkaFX6w zi@$%rljU-;MM|+-Or36+W-Uzf0spWgMQmX9tbwnouDBqOG?4F25b9ak=Y}GYiewF4 z;SH=qSH%RjYVrk9U`i z3JppgEbyaa2jX}7Mb~i}?J}dzn1GvSEzo8)I=Tg&&R*((AxOX_V%g2;JudDKv4qx( zIh+20H%peYh-hdB|JZPmPpa7i*qz|sshiIMQeZFTx#f|FA?JPx%pZqx%buekLl4Qaewhk*wxtJ zbZE)F&pTMC@$l>BQ74Yi<FNf9(6(j{L6dJoJ=uRj#1!IKJ*_ z4`(`AMC^u0q>s@nW&=+E$*G1scb6~^lh8+gX*d`VNP%h^g`w)YTEM_Sdi)Io z2@DYecw&?dA@IZsOmc>uoUC+(6JS2|<;e=T6Z)l+`&8_WUnZn1{K2OB-fKX4E5M^- zIue1di_+s{qvG==QoRklw66OTdi&7?Y*(Wcq^B7n6yq(;eq>|!&o6x4Qo;AmQ2(ne zvEH4HwN5|0N2Kp=`fiuUC#J5siUX+c{1&?VHO0Rhh{sck4%;EZ(tYx7u)356Y0T#| zwT|j4KvPQmNrB`1F*0RK$|Lb6m@6wUSaAFI1)3OT?AI9i=#jo6Jg3x}c(>w9pjg9S z>=twN^vZ@iZaB(5)289%=XM}oTuQS!cU6o?g+ub-e&plyn!NRqp{`0Badlc`4;-Ag zCq>LEF?MxBl~id9F4(3fve#z#O`&_~g)8a8B2SECK9@cvI;0hEPl8QKxDuyGRN>#R zGH$Y`MIJCoahci0vh6AU;6r%XHKeO#Ca-hgLkN`8u6%ya{%Vt)rH1I86`&$Bn;d9{ z=6eFRy&zwO9p&S4^+s8KHj*Jsdh2D$3S;5SA^g=~BAjJ()_WOI(}g1TV)Z&n;l_%l zo^zP)TN)4FoqyX>42#vlT&bAb&$Q@8BY9U>-lG;6N2?(h_1pIm!~|4!9rkrD&_$2E zvZCLE#jp=w|9@4z@sv=u{nZwDu0VSvt*)~-CKSBnmfp7UZXV@q^K554%HP+ZX5qX! zgfO%W$97S_liGvY;ul}D=Z(Z;U1*MtE`KTYp1&_&j>Dny3r^$cN!LkA!aF2v?kdZx z;%l_1gCjr87c=E}nVAStOfvR{^v}#h>uM)Ct3Y-;S2|@KFa22V?xK7&w6;E3G$ND$ zXh_GaUk_31*DWvZbD-RW2n_XB`)P(UzI2aIoa$|Mi2K9}7FjONlKSd$P7zpG`t+!^ zE%xRc>#9^+a{5b2F2U)7*ei9#!b%f52Ofm(_1Sd8?_2U_Ywxlc5`3ly?-Kn=Vi0x zKOgdYwlQdExm?8<9q&r4p26sY?Esfza*tjarsAF+ZFC;rH4C|&A~C6E+FlU+TFW%) zf$y*+sHty!{VuaB6Nfya$ET0jreRs%j6D{HEp`s}27kJ=oUqckSPQ2?1<5y;gbusz zl0rbiJJGb6#`p@SqRtB^tBAV9_Fr;4c9sr3iAHYUuZ!~}#GhknuBQ6)7x-^0DfH;F z6$;H&ec3LmMddJH)|lB z?@2sWDTW%>Buv1x#>WU5+rslJtVhB>wL62iXc#!+2}PP1>Et`KOUHiYzRqPa@Z}n< zs1tcwS=3-)a8N*9+i=Z4{Wc^;$xz!jnh%?CB?-qn7G0${W=XMw=g?)tRoLl}lZJ^s zVc~ReKdz1Q!>p<@BPmLeKNO!`8N=>I9iLHx*?ZRl)Uqs!r>&XUyIP%;W=jzbc$^)! z=%c^nHqqyVq!DR%#eW*sbwh2$LeZ+r1`LD>e1b$HDpf>U#x7vA9Bp->NS%jh#q!7V z?_IsN)0ZBrG(*i)8uQy4&teTrUUo3;Pd1r>P$q_ocH%Y4a3zK=9*7+kf}EiO;@?tl zSyO}sj=u1dB@MzCIBjh|)b1_|&V7%1D6W>G1S$_>0?bS-nH@H^Y$Ppyhh-FJs1q$J zELXnpZ=p3jtU13s(vC{phuRlPC1H~_9zK_d&TwBT7Jk{f^lNQxd^>;rJ{^k(8#ZzO zUC?!?yFZREU2w&X6aDP;KyI?%CCjj}BeU}xi_nn6&hTfep)4(rAZwbF+3uN#U8A1B zBR33zjY1>NYgI-YWi%WmpOnfs%=4KlV;5(#d-_Tl3g}(2g2QjmWl$!FtE_hoi%-AV z49vK4*Lj@Gma%lE0uXIvSp~XxSk6^7PGj_6Oi3}&mvY)AzipW1CuVcQyZxyO;8bKN zBTg6DG@S*MeO{Q5e#PTFVu$^Ceyhs;b5J1$y5nlD<)Y~7v{xD285X;J z)ex?I4TQfr#+Z%HJ|wU zGb$0fGah;cAu-`jxjY+JMZ>@tH-7VH)PEdh`R7aRJ*;jry?3FD8lfBqw5|uQ{r6$l zm=1p4O?pS!yFezdmD@Ee)@fz$-K&6hi<)#nr!RK}m#oIJ*cU6QEn9EWXm$PV8K2XC zHN8wQ#%&Lh{dhT1G?TU@AEIo&F_HngTTs#pC`(bf3F5*ef9bpXoSWKOG{Yg=N_?u$ z82q#I8ERv#DRb0)%}R3q5YtNZ$mGoBpiaM`3GKI1wtJc{PjyGq_6Pv(oyte&`ADlr zm`pP^;>7nhSkh6dzzvE3ph7w{lJjNqrhRXVzxatq2*Ea=Gjn-s;MY$IY~FS+rM}Sq zklY;EpkE?W$u2kyG&MIb3&>#Dq!=k$GS$@n1nqfl9us4&1#P=iPY$?q>3MGuO^tHb zHFU?G$iLZx7CA_Bgyo?GqvWJ>SYzaOs8-)431M&}awt``X&CF?wFYWB9wW}n4|1i`5rFj81+XRTw2za)c#kr*n zW2JY0ZPdY;-gQ2&K!(1rz;w5AxXVH)J=D>9vRNsuWO}C+klec&0W@L)H6 zWX|r?8@*D9m)gb>nE+$Og($y3o(111>RZH8^9$pcRgWo@M}2$2$$FUvb<|AcdBmrFU0^Btfo7axl*_tP}Brg@c6Z?8V_u(1|1-j5Ub-tYE6 zp2+y`VZ!6ZcnhPUM$Nw_W~&x(w>#IrB4p6w)gKQSn~!ve4nzy+8R<*)hmZ{|sXYlK zj`atr75_etS+ATZ5<#cJ^Ck*_ty@-Y6xbNC2hy9 zm*qcX(OcC12UK zk%#vAS%E6RWwdq1<4ithgXtUW_=pqcbU9cg74s&3leB;`@}PlwXg2?dF3zoL+$GNJG?KbiNCD_ett%>9UH8+Q}JBmf^b#TtcjQ*WjQ@}YGWxZdL;EPRG*jNQSc8j;}-pUm}6^EV_s~d4aHN_ z`?{l>>@|wR0WGOXkLjN z^^Po$F?|e}&P4vj+E9?B7G`XWPzu>wJc)WM4$gwlU0&~0VmHh^T(zBBmnsWuVM zt>SXPsPn6?rJzUcP>!==Ad}6t^)7PCBxl)72LWpvuZhUK#2Kbo5&TKjz87r*OAg~n zb~?KYN%<}7uaF8hU+c%i7l&f;!#)|rN%Q@w_Dp9>uWDP329>9&Hoslk#)^q$?1mP~ z%zK$Vp|8`^21_lz)z24*{}b4vqZ8{*NW<-rc6Mjh-{dg4-iwN(zK~GreVU*mcuF6Et3atZE)d zwW`u$yTJEZVJt6}J)jU|8)rA0(0yjeSXmXfXw!Uwq*s>W=}p%rH=`%-et|IR?HaXa;l*?FQ$H-hOg|>_)a51@7_Av@I z#16c=WcCprZ{A#}&wGsO#AHU?ba=*w#aP_|*~0>+Xe7Llx5FfpaxgI@@%umv$Kaw0{WZgHM(!WG7RmspSO(CdMg25v06o9o%L-# z+o=LRRX_liev}_cxs3?om$XrOL!%YY3s*%|;k`SilHZ$X_%=Fk6#7A|(ohd{VC|`= zr@nJFyeMS>v$-%&i`NmPz!xKO-#4x?ID2ck+M>Yt&s_k5rp)fd50Jv_@b&%ok=@bF zkCB5h+pex<_o-%`S9PCzfKAKJc5Bve{m~xoDA02@Bl&!br1;d0!Ju_)Cd8LOvzf`pN;TF|0hqI^wh)}d8T1*6g={jpjhz%n?FVb!4- zqb9!S;%hXBvMr4J$Mx)}`xEx;~1=~Kk>QcSKyG6lNgV%B`uZ$f| zyDJXNhpv)z%7<>w+j z)Do8=oZm)&Ilo-Ty1Us8T{eer@rk@Xu}ye;&<#d4`Skn&!b8*1zo3 z2LG7PqGEz%8CNli2k$+;L73SR?Y^a;yctDA#!Rx-_-clsDylaUybn^crl!kqx4!p} zR?heahXNnGVF>;Mvztf@v>0i)oV*BX@@@SrPKLxK_#G!D@$SYN)_#Fe2zQX<1w74% zTR83+?De+AMj68mZZ@2k{>z?gSkaV1kK0awy)!L-jVgb3+F`uo>|((ezIsyoP(;-2 zMbTx~(3R)dSzqlM-+o{hJ;|jSkDFCOb>ggSt$qLM1x{0v;^OIs-U9y(KZ3K1F(d6t zJ4WU5yLXQ%qY({UhAmYxMf*G6V<@EX?S1L_qUy}u?9iwjC5a?>+m4bxFre{A8nHj% zD+6G`$m(*@`G_2c4hnjGdoWAxN}km!QklR3NZEK;4grbhqQ8IwUoIedWEW>|fON2< zfRU@M%2%;Z7rCh=BW5?rCke4mX_T?vKC7`ZIrG5FV&)l0BL5L+tYt$_Z^3zx{ifH@ zquv1lqFUvDo8`IvIm>m=9|Ilz>sLoEySZoSqF%8D0r!Nh-ZxJ6-&aB+$YYl37G+y~ z4%ItxA4NYZAVhvJp?Yc8!H*UC*U*iUN+5fSj-DT~v2j){1}ebROa$W%C8KtKVttXR zH~;MHEJ(tt;|@f8$agT~)zvKOLkpZ$nX*YZ*B3VC?2XS*uGQiG`Z>LVcWCn%ugD{1 zHwh)+`+IgGYqqhL#q3V_j+#0@ONGkIdw$d`P^oZL5N2Vi;_&AF zdtHdba4{Aa{S>-Udi3PDv6afY`bMiHBFp}piM@fN2m_``hvuwk$L=Ns3IV*w^{WNr)?Cnl;4-Bov<5j2h&&GXU-hI5-y}^{W;D+V;_j0=fXaLiO zc7=L;$+1TkHa0{^f1FAEx*J>;_aa)I`dLqb>&iL=RlAz29WbYFQ{9ayDqJFr$umdL zJvE_xxGP_IddTNz557I-Y?&K*w-d!Q*bJYW0tcouP1^THt~c7DwFd6LeLs~~#~=bS z=3D0)qMf&fjqXmD$1B%HlJJl~mBX@l2qxK>9jpm5BErJV{57l0@*wba!g}dEx9poKnm!5lYGQeP`Z}D^k2pZaD3!zWl}l+ddIN zGD6A7j^@=I0o&K)7w)x%cW(OQ9>S~xKY1s|67ui&E!d1RyI((glrH3#8gt>>HI&l7 z*s?q`ql=D??s>IwE_(S(O7tYHUi4~y*$5wk`e!og%PUX}jl4Z-k6VEDI`fMOeoSjw zM0pEe13P=@N?=aA(velOMid(wm9g&6w4UBPwOdWZ(Gl=p&S~n{ncOSDhxv?XdjM$W zq{}^oi1cSF6|p2omf^JbXCZhD3=AanWLix8{E5GQ?G=`m<~uC6u<4e+g)aH%Fg>^j zcuL)=4E_NlVk$3Y->S*N?D7n{zak36z z0Qzi4IYzAG?KFvJqJ_G6c2xZbNyg)94_$iMMFJ-NS}-(PHZUcY}MK*fk-Z=WyM^AQ%ZE)CE0@mRe3V5R$fW1 ztW}HEB=H|QYj}Avag{%?4uWRWfVUaZ+#h_dc24JmE-T5_U^TOvy zf;T=QpvS5fb!VmUc{-6A$5?<`9k!wLYiA$ZmX&Vne8W{s)@kiMo>kM;8@hriWrm%y zXMMgxXgSN>MLF#3?{Z6swG%c4J(X{!r%_oKF?ZOTYe0LDU6_2< zOz81kFE;$7(q8HyW0}KRAPEb)jH(?iems*2FSN8afg=+#XV%O+aRrNasm!R`UD%?8}4hE@rZcJWQO{S0|YlKJ=8= zUq4oM%5lU52^;ks;$&!L{JavQj;^c>S)PUuBzrH<85mz^p%?Ow}+=YA6*MjVUJ%sW`}$ysy5DopV&n4lxqx){WJnt2ePw&IbY+eB^DU1 zSogufIuo}zXkMCW(@G~RtZQ57749y?Zb*d|IFm8AN zMxQuW)KohPJc+mTxc$OZah7FV^M+xor%;+aNAJde9Q>?*K_8mebg1aB=;RiFr!t4` zxjf_5;^-65Z|565@+_Jvs{QuoA@s`^g|DoQcZ`IuxMlIJ(xopNQV!P^HA&to)AK98 zP&)B8G?cbag?cq*b&F&SN4re+kac0&?eyfL>(3cVV`oUK=rPT8GvvK3jx=KfHig*Q zE+VJ+uy9z#zQE)IhFkiM+xUo6X;{?z#BDgZ;H0q3DmwK)XY(2FA3#~@h;z+?%y=e@Gr^`z0&-!8Jb`HWRp!z}YXIN|6 zWtDI}^Cg6~C|+pX^xzgNhZa9*%Y6AnNfljWUe4a!_r_91l(N%_njILsWr_HM3F^In zFK^yjk+eFEufLxJR*awt54mkl5$@X49axz6?k;hfXEV1V22C|no7zzp)h;=Z7ZI7V zDW6>5*cKYGXD$=lFO23a)mD?m=kr%5#Fr}`2!8fxTK&PopouO+lxHrB*-X-vVs`7Ogy z`C`4p3&OZV|KZEm=e?7b+Zjy6D@#t+-WmJH_C>_6xHF5&T#BaEys%Gl>P)>lS(l8a zy#})su$?u=(2Rd}@UwG};5}R(&P6nSAu=Ok0`uOFGxAu@4vCM2jKlQa5cZ@`-?gXN z;2)1>^-frPFxg)0LXylZ`O&pqxSS{k8q zp?)=`3|2?Ea~r*~=2n0&!vNFG2eF^-D210gKET{Hg>A7Zmab78N|ot~>0+*81n!b1 zVu>QkdrQpbd#;jiBl=TP6!2cauV@tv(L;YZnitQFq;WE+)rg12YVQ(?Uc4Oge{DOj zuBD@hUQ5z(5H3pkGw^!|xxD8NH5(bCiFyD0eH*`nG|I?YeQ(7gsTK+RkVMJZhCsI- zLaj@Z>{y)k>Qt6#p&nuWn!e+0c~116c!SdNfywVC16O_KX`auyR>7P%z zdL!Sy@ep})Gr~tN3VH5eZ`eJdPq{vl-sYARh>lQ&ZjY3e z9_xLBab~Dn+57nGWO8|>TF-<jI`2N<@z=@@4sF<>;%Hk5iYK?TM@QVvRE!O3zeWJzJM!`FF=ZNn34B^}u+P6zTKt zbSs-iVnpm2rbNp|6XeY;rn(1i#bE=&XZ}^X-NR=5nQ6EDyOZ``S}}GFE6b|==aauH zI(h;v>C)f^)bx%~Y-P8!=rz`~+ya}q9HFL$hx~z|2%Z&vuiL)&wysaX+QD+CPk?fq zY2rz@E`&0w)J`#dOElkSa$FR94Ss}bQ$l_ z1Ao4ey$61B^5gSpZioxMV&t@ixy_)AGzUsXrW7*`&D)@agfnWc7eC`z$Jz&8J$}q< zR0!isk?P~hJ%6oSmCVE4cMFqn(QRM~3$7Uqr$*w6xWZYFEjJ~ot&afczw4_x$Pdq^aLCzp=#467v>4zF-yZRcb?B@nWb3h;83Ts*FNe7KqAN;L*lW2kMuQ5c z4LW)zw9%j6&hT{g&C!42Mnb7jwii`onZ=lrdsfb0AI_IJKH?Dw zd8B_0V8D|?wOR4AVUpk!&h5UfabjDM+I6TLEn_@9RjiGs=gv`xV0mI$VnoFX_1&e4 zYe`D5!jmR13_xgS5LtU|fZWYc)t4d|d&x)Thwy@_G=skk1tne6$06s|U(X$$X+INfj|^UpA|1%zeSMTGl#BIbWf81g9yOI@Q@!xxOcszaRk zHFNSBMB-H_$s&$JY*rKjdD@MoV4~?mjXom8g51|o#hBe50 zBlwiBvD4WjbGUfl(>$5WYqV|N*g50-z#3_N&^gTn`n{ChS?t5yjR`YF*eWWZG z1fnCYM4a%RPGMPvYeT1H@psel`Ph30Vi$6Ib#I5E^^BPf`AdKu9~KoTW>RWjUIyXm zS-yTl*|WGBkJCA;E${M-KLalPl?L$F zn+>81ER)x*d7mrW{0sKop-I^T*zkdv*$U7ZCflx)+C0RJ6ieC@A{m6^EMACj9ck^ItEu zTaNYVf)HnKhqyFq-FX%8k#!fP(05zTbc7wN-F%!vQ=9@ht8R~;kcux+|zmKYc3a3-fXSaSgx(ZyxI_gUFNsq}DDKC443rA82`a z)5$e)Q;wRu4>_qw0|Yyo51`Kil?jQaUwqwaniT%}6=Ai5>&0Ft`S(DSEtR!ly&ZZ9 z@{u{BI5fzfW#jjo?#POd)z64(-<0PHfWWUVWX+04V~9)^(Q|9v5QSpn`8Ki7vbjuZ z+rGwA4sCrzLZzVG$7U*bsVW;Q^p71spC5aoq__8HCQo)##mwRGP`IbykT3Eqq zjokk1R8wKj+7#?9fFxLbbw_FA%$%0E9etbAzn;7o`{+%Vn$3xlC@)FqdKN?N!0H6i#_iE zUo@xH9tqiWD5OtKS!g_R88ZnlC@ydRR9;rHK}VN_^APb%N)j3BLJ{d#4v2mi#1t4u zSy@6muDzk6gOm)2L4uub_3?Cb(;>W5t{{cB41K$KKIC-h<%I30x56>HoYlf-Tw&Lp zitQ2OQEc3$q0cg6{e1~{>=n*ODM8kS@aOjkU$3`?wC#_&oR);htKjREA^KjUS1Dql z@$cv76qX`s?j9jV-zYgByo{s}`vN&RM`7+XXJzDUg?}x>^~j5r_*32T%l?oQwo~C~ zNI0;uj?`(5>zb(YwD6pe8d*^C#5mIwBA1C2VL_Ud^Ytyh&(m6TlWpdn5UmO?FKoHh z!yZ)WMKZ*rGEm9li=hC|mhJmq5dJ$__}vU{55lz>V|f+p=k=5A^fzB`0~QZ>1V7ab zvYVv!PQX9)SX^;;dJ;wv3NA{}IP!WW>f*;cgi%{^f@Nt*$FkO(B?+cEsd*i25ovpZ zCOtgYQLUpVB$%Pz6DvA1l-3zkJ+pTw zgIl9#-hhB%g#Qhqj#k$&2e50nblZp8y~OtjbUPnQuECxFD6uK;4+xxMiLM zSOrYi0yAY^-#fFX+#tfA&67@0a2hk`Zz63p;O!NPaH{oVqyjSb$YDWgV)ILTuZ)`K zUr%;8CEi^DlDuXf$dqtE((Ou{Sg&?u%~MwzVkJwk(ZW;b`%`B)diX2G#a^oPdYUE%_mB!%=^sAXge1MxrKf1rEx*V(tsoP=ChgR(rsF| zgKfaH;t`cq9(%1p>)0fLVNY0^VVrirn0@1RUkxour+(>diSN_!ueT9leF;Oo8_xCd z!~~y8o%bCA)@CLO5zh1*6aAqJIoV;`bKisOx1Iu8ehyH|&{^Np(K){#`v~|GlEnM; zG(QO*<$xdJ>98rj;yns|K$IWNc`Ergo=+zhiU0o~&zL~`$=>BU2uCoVD{R6T=XdKQ zbojd%2P0%Zr7IAIGVKNdF z>@3rR)@aC>NH6F73n6$=4jzfYt|9v?yZRxw9ZJa>3)9UW2gj#k7;PS<7qr(t;*`bj z7Kto`T!{U}o`0N2zBu$<*%0cAfq!r1{}R46@l22wtI_!#aFmwL)ojQORXfmQzRV4g zaiDBJ8MacHnlih7ib*{aF&cgL`JS&i`5I9IUKrbYFTLgQ5x%6`w$ojjQFIF5+KO`0 zm6PLQGG1|{n;@bLIx!D{jNif^g@s5ub1qIugkzWBjVGGw-qO0hwP!B3y z6nrfT{|@%BCK`~C&KDQPE6c^iS~FYDrJvep@bHyvJ`pcRYs-+9?eImo$fws(qeYt| z?!UZAbG(D7pq6kHZxU>=SX+-eSJoz`@*D>LI2p(N(Oc%01urGo##03<>G}69d>l9!iui79o#ik8ZLv0RY=xj&zZgcQjgj(uqZ8 z)vjdbm>rB=Z#dmuVr^@fe8*6_6OEC)wg|L(La#j3j%VE?*?AGo%_SSJzUyT-Z`#ex zs9o~+;8mLA8=T46K~)V+pDD=Nm(6{>=!tZOv(z^u6PcyP4wncI_asxR4&4-6#k&tPeYxIQwltygG5<%hmiXMqVsY;86-`h@c~a>jlF#zZ{?QP zYer_Qq)@m8hR?KXy?EoGvS_{(-QEJ;Gu;pH8RMuo-jv4I5ilhxCq>0J(aNznt>LWj zSBC2y!tm<_0qSn4aWx!{fiXDW4UYS8uJNzgjeF!8E?4ETUiul{oCK}G!}rKZ7{`wc zjz=t*-rCGB_qT9UcGZ3)e4Yn#AWc+5;31CfXH})II1@_5R{1PQ$o%9YpJyO>$x=~~ z1$W6;2LNQFKVUXdFc1{d0}qYZ=E;ptkxAR18{vjmP~!LM%Fn5zZ-8}CVt`fkn0t`S zX-ry8yZ?i=w+@P<`=S7`0Kp0Fmf-I0PH+hB!QI^g!6iY1ySoH;P0--(K?jGyWt$}5 zZ?|f9|JbVS3RIYyp6ne? zqrsnxb?N-hNvh`KtY%6ilWT&qSFMAfNW?A7I^b86e%M6Syv;#x3L1wXdLFuu|ZM42f!sbF)X=JBjv17 z8?M{U20A0MaQ{*3{Vzg}`#h-IpGSey>8@0s$J$39SB|%)(*=f07V9dWp6MC=9CsUe z>rs2_HE8tF2PP+66~Pgt=gOK|lb1hD%;+_1P_8nssgmB==PTb8&o#(rzMWMY!9|>{ zuzl+Q%+uw1L9imK^R*gnjuH9cHx{FWLu3kmHRS&dgWyZ|{6WMgw_~A!hPb>0f9KRX z#xCnh(v#=wvkN072NJ)#AnO;7#|8F(v$UE~?tkI*$9B$3epoqj@#HDGIytEsTr>Zb z{)o-;pB8}BE7WSF_>awXc@xmye6@4`%e^i-Lsz?1{L39qGH2@W|6RZf8|Xs+idg!W z;5>>D8k-{V=_)Cw&v5t?S)1R|03jSl?PSR=Z%yD@_iWG;iMwFxZ_|A;H8LK?zW}^% z1YGd{_5aP7>9<^p0?+>ZI$BH3N3^I8yBAriPLgDpFQ4~&HuvRwQ7)Y_ff)KuLW#tdozDa z8D!JBai!&N+jh8PP~+OG2w&nYa7y*t?-b*2GW$xG4rI_DiAOINIB`9G9JX71?s|-O zohnk(JpkJ+s_w0fw-%cJdLCbG4{cN?^4NOj<+5W)P-*!>4Yf4=^>;hF(R~l9ig!jd zhKVFf!x2t3D=D>V|Qh-WdC{J=26-k0ppmH z#jrGuiiBt49_s*p8`-B$fA%j9kte<`mR@?xnK2j!e(ppoLurSs_ACtCzR-q=w0mdlzq_yyj1}V{y+NTU9T+8;kFfRf zK2OA^ESx`bmkF(}jj%a+ClA>7F}MWI4nK2WHQ8riWi=%nDT}kuC2eHx#^jz(BsO_s z#qFSKhj597Y&Grbo4N=ln#VtSeEhlgU2V*>;WqsGGo2+ zitEJG=dbRua)PzohTI0QGQ_HF$QQ)7eAhUmIl}5Qga&UUh(i*ow*YsK-+3jC6Z77_)h5 za*kFU9TA=oPo>?V%G*=RF(V9Oj&QTnK*ij-1qu&BO6Z@`5a|81% zPu_VxyW*OYrM)qBbkbVL<4y4!4sULTrAtB-`?ydS0qwBfSja9IN)`Mrl#LDbC8HI0 zwPOKSc+{%Jtes*J7)pq~-fzO|3|&Kr0e?KX{Ks(qB-;ekh29Iv=_ZR4wdtwnkqsfq;^=9%Ff+ns1^f^osF%Erha>zI$47qqq)Xcq&AMV4No6CN zO1gc!%=LT3O|Ll`ML9&_WK3)b2C%6CudEMKg8~QB1pP-Vq=*!G#hm;NJGyjo6rsWuTo<1?$?2w`^GTvp!ml9<4Bm&- z{IQh@A#weaot7ND83f98Rsc@Emc}M))TWkHvkmVCMxf z@~sJ7GTu={LSh=4?3<=89r}VOe0=aV9Y@K_n|H1uAnr?TQZ*%iSslSyiD%P>#UMbp zzU6}7CLe^&c`-~h--bPtIZdADNl?}U49UZ`0Te{#%?7Gtf7WxeS5OLS_3na6G3rNE zqES1A9OulPkCFsIX051yG8g*!j2OJ~`>gO>2<7D#o7aNZ`_qR0htFt$n>$j@5sP;C zg>ksultCex#e6-O7xAf^Q&2dZLFn%0?$2rkr@F-JA08 z7>+pfzSZp{d~Vx@)x=>z{1XwWBdbVn;XhL1_wTc@K_HyolywH}{1!RyEOJg!^O{6- z&w?=LgGdl7whZ>Bh6-K&!NyA}x`#4AVEP^zHpE?hp3LT03O9fTTT)$Pp!gf@QFVlo zxDpBmIqnl;@ zw*qtN7@GRRVt99nx7X<|Sd;FGO18%7l8X!nbzo%pb(Oa~o+`N#(`Ik^Fha41a34&* zy#9lqtd8GiL=_rdr`97>^D|L@rtN7q{8)R+HJkdP(UFz7^}~?`Ii!jbSVL+#EYhUBCwAAL5eB zqly+SY5rKa8xu76>mqWBS{O1ntnl$#v9cA$fG(vQ&@|3#q%h7$5!luVm#eh-31(5Y z7rR3pzl2fAeR5_2o^aLYr;`iLM>)Z39(qpaT;@NY&FlZ$^v8S(b^hE>9P#bs@crle zB~*nC`|G=!lfVc>uDRbb#Vbe7=pHco=6s}tA5GBo*s;?_ZP5PeSb1ZA7l;%Oc_I68 z@_e3R8=}eo?rS`O3}p{dfKa zB0=zfr|;l#{$Ji?gZ9sY2t|*JwuTH zw+-3_(*M^B0A|_i6igTCU3*5DWB+`*KY*4#-WED#o;#vPo|+-UbWp(PDf*u&Qz z1_EurBB)|E@&`}&9=!Hc9~(iQE%yAP_2uL(^m=Uu3ouLCW#y5x zwcDJi-z1CB@DH9c#NCz=YETgHq2t3XoKW_*sUEkwID5@JQeeN;akdkJ-NT{1inRDz zf4eNB-CzCs8Xub)%rB6bHB9B@^znliGoMi(cH!8#FExhG77duB_B5s(1TToKk;&so z=ozZDu>75sx>NA4x;p0|r(R|1m>!ATEDa;?(viULR*vkXHwtQCqq=SH!NW`_vvfK? zJXk{ThHg`mn7$RGxJwtj+`S!+I%_$FGIKL@H$)}e(d{(M$hZgH%30y^oPc6<$D9{I zsn^kn$EyiBc7py{Mz`gb4~v<4`WeH!*=_9b0@qBPQjJ@6)r@*jpviZqK1bRQYgz5% zqN3ug1lq7cr*NN6;ZSl-+s?>u&ZWe~`|d$J_oa&<$zn-}KC;vBPhr$to|b6Z)exm* z#*x_A0nh_us5paFl`f7f-4pbr%)}AN%IelFAFfrh=(eh|X!Ph3??2+YVJ|T{R{YR= z^3|UP5o$DN-OWKn`^Nk6#9q$QY!)6{mA07`JjYV|L4H8l*Nz+`CACusu0qf_(b$xc zXhU-6N%s3JkId((DdNQC_L$=`^dOfe6fu4|Yn>(5{-9JSQI=NawtBD|D9N)-57q5f zUT2kHJ9d1V&eVSKKpm`{t@;`nJNk-IOtYlF3Tm zS2)|+R%KZ%qBbjCiqT`c+QhS*R&~f>vQP@-HA~${_6XwfZI+2g$(t)Ljmj@c0}}si zBLxJy{E%~=DrY|L6y2b_c9p^I-XNE4ipK9MKY=Pe$>^ES_;d0VIC<@^E#rdw2gJSL zra;!j<`Ln%xqy~I#jA1qgL~^ru$`|x^{9X_-N}?eY+Y3{hqVq;ctEu&9n7VP1#9oE z+?2B{lY#L#*5dX3$n~Agc-`HC@T&erivm&7w}z*>7Ut68ys4zJd~=xXhSclKgk5IW zjJV_FgT$}8Ag807k`vdni{vx?wByzMXQX1Sq{{=d6?4s?Ik8kPMLMRaWasTi$@`8% z_v6V~EG>c9gY-tiu_7~Fwv6Ze6Y`&8cjPr~F$PP`0?;Fc<#?X@?DVN{{tFkwdwPn* zv9OBiQ5}wlTYDK9gL$Y=Tiz2sXvCi zjSU^-BxRf}7nKg9_+EwdTm5%aSR)3%S&W-IQl`s_(8$O+HUm&JAIVJ}_$+QQ9X9qN=7@uUANPAF|fWJDzJ@jXNjP%Y5gb)NnX_Te2+J>{A?* z!6~qyKYq|cIwino%Zs$D=!7SOk(GZZ-f7d9Su(xNuzO=x?0*UJe6*hQ(EFAk8GUY) ze>~wcFi|!btxK_gHB;^$zjYz&QuJY24QzFHU$y~kza`|lAT1~*;~KCE{&wx9wZ(J6 zSaC1hFlQTbuRH|i(Af2)ZK<0P*2FgzG4C3i#6swwm( zw+)2YTu@1f(8yfebLbm1f+(K+T{EESZDfM=Xy(xnq&Bx(`-up~^-ywP&&_|{Lz*55 zpv6^2_jL#_Bynoq-?2o%w-LK88@hF+6zbQt@Sl0Y4VA(e@|R~^ZK`MnnZTRhJvQag zvBZje7NA+h_gVTC&e=rphGJ>Bp}rpkqpGa@;3FP#2iZ;hO#cQ2l)mfaQeSqVcNyyNz492dL8X!CgMV}FXWiV!?sg4HA(S&L{fr2wAVQHg6{ZG ziy`O!H~A;r*jT@XFEm1FbvK146ULXR({!jbmh61%ZVN7=6J_44+jX_XQc1f%);r?G z(A4Klc?gjg#;D_tpGpl*D6@1_gWwpjU418XbKr|~q)XORDhGKglL7lfi@tjg@jlTl z`hmkM<0CZ&hd_9<*9Z!?H6WQGcXr5>cc?F`V%l1ZWu5VtJQk|4mielGn<7VuJJEJ+ zp`su8({xbxb@v-d3l%RnY2VBgdA&+>A%jj{0W&y4EZBqo_n1bhv_}!F8S;;;t-KS` z?L~qb1H;X{@>=|S1f_IH{4YUEcdW>bhwZ#v9jWZym5m^j<1$Ll+Xg~W2sgFV=p>n- z@iVQ2?^?+lZ|m&P?q>Wmx^YO-M9UmFo=l`zVr=R9c7_yL*L$!&CX9K7gT;@Z{4J8l{a0A)+@SC^qb>`URj!S=^SZD z)8EN~8fe9(voBn5AAA)+4iAONCFv@rDi>|6_fmhQ*)yazKJ4j|(B(x7U(-{H(KCML zc(i?!<4926zc4WT$yLv9g^63@9jE#N)0ml)v@?1{B63N8i4lPpu0pa~9dv7JU}2P= zR3cc7LY(4^iAH4(V}~4b&<^NNP=XON2Gr5A@L>#M*ZkC=b>PE1ZQ%p6Kdc^90Dk6r zo>%@z3gc*d)yp!uEfRz3qYWbR_6`_bK-!H5bI=~UMx&7lxPS_|?Du8-+r!ha^rpEY z7X;ulZpB4%zNN(d<1bI!jbo;rq6y`pvw3WZ>ACN0ITZy+7 z$b3g}A2NU@-NAU_<3FS59pY^^dzK3F@`N$YLKZFf`3sdUr83@TNPH1w+pw#3n_*h_ zO`hS4#AA{B^F(t}gq%^vs4FAtyTr-w*cl=``dE70q?dA8B_VSog^Y^4RU6fQE6izL zETcT*&3->~6h;bHhiUEbh8pjB1PIORveP+s1 z)Ux=a?mhPPSD!>9h)A=0j;ihE>(dM-pv|ZKC>|o9tV$C?13Ytcf@=P&4J7cOdI6@c z(}jhYuRcJ~ZMi``?Yw?~?L{?Bj?RN74=!cQhC<_P-B?knv>{BaS1K+bsOc27!aNK44F)YK zF9Qey!fo=m#qSmjD$CXP_+)Ny8}`XD-^cbPw)Nq7q2P>wVnEp0c!@bccn&u`kd)Vu z`N4&2N<=lpfaTC3O+Emkd`S>WO2s~R6P7BXVu^Y2%Z;n1l?89urlSNC*`HDx7s?QJ zl#jC>X>1djfCg37?b~mV$cY&iv)U}oA-s#_6|t=1Q!NpqKWkL|IBmR9Fns|v6xw8% zj>mHBW+{K0PA&i$2x~k<3&E+ZYO;L#P)0D@P0Bk`v;8!(5fh3o;z>>~;k7x}FpiQi zzY*}78oj`De!^zfk6MfCIBKp0s5-g9=bT$!?asx?B$V7&up7*}8u&kheB#!KG14e{ z)?G~iEX8hg6$XEQ)Z6Q_vXNi^8t+{)YIBa29Ll{}OXm2X7fWa@I*6uP^dlNN@w{p_yhzv-&X&_Yaqi}H;5_KOoQtb5uVlCKa#_Q+u$qVV z5As1-j99lHx7TK$ia*OtY1Nux;+YPY1hqd5FpPqaK;yZU($D;*?yF8bStZ-$%fIT9 zN+wabLz!uX?R*$t@r&VN^=L&oao=BG>5jC7{!$ze{N%fhMFZkW)C+&UdBl5&-IP-Y z+21c0aC;qoOyW{uTK0tsj+jqI?JU)ZSUvr6*ji)lPBwLHSLo2nk+34kI5R_-7PFk|hHCJ+M=E+||-=j*DO3v6Bc>ic5MY+iF`s_#D1 zdUM;1E0$9xzr8XM&8hsO5~G`A?RUHchpky@qCc3T{+0nub7!#g9YlN-qHyH3{DULT z%%B%M0^jE8Llfq=xNSY3m(Dzs(Zu!R?3|j?6`X%``=!WB>zZSwCTFgOtE~UYixegr zm4Q{4GQo6sS2X^>FQfB<@O7wqJDnt4-@~-OmVsP!1Tlt_{_fp&V-Jc5R_2)F)>@sJ zYBGWJcs`E4fgq@VVVY^+K(C#bCC!Ve(^1aZ*IZR2-;-G0ebvlau#Q-eGMTFpo+fig z7Je^OhkodU?VhK-akoTd??&}=(|PT*VT4dC?(_IAW51#pN!jc({Uytj$L+g??@cIR z3MG?Ru203gyuUz|nQ~li8H^uWR`9W;;O3v7hya8(7Luwfp zK)#wx`~^G*N*5b_Q0iPLcr9?(Zk6C^O^P~=Dxot0^~l9oQ0A_Kr3aGO$gatJQ{%Zf zOV!Eoo~b=$QZ>d5XLEyR%YCezGd_SZ+(bf{0eYMg^&FQw( z1vq_+BYXs$F!8|hzC&Yh?PHz}r&CGUR3DdE%3RfMw0^u+ffxCGc z6GQ+$-+Gj<0eqf>tNrMjCntx;H26y`wrodbUFmaeTawzYwty^I@&L5!!h|Q?ftg__ z;o8FVHr`ZS2MM+02e2{cbz!|JO)rlchX;N$ac%K+ZPoqc+T3MUMqM%8q(E#TpS@P5 z;*pctrIuW&D%86gPWb)MuMn4BkY?9N%w@aT{Hsflzjql-ykPyFL@r^?x$ht_adE*RpfceFbR@LP(}ZoWX}X2V4~2k*q6JcO_c5GST%2quOaA!p2l->}zun z<%e`eHDgs#E;Em`B=+#HaC`4Pka1v z!aD)GTae5RF=uy+i_Cz-9MR3ue_DV)IAjG4s@V$;sRsa&$leYRuA1hF_sH6d4%s5d z1C@1tgH5kM!oCsrF6I1Tn6cDHw!5xRS zX*>DONEp9}ns)*)Q)1`xy>5ib&tY2%Y2puWA5{bZNRj?Mxa$1tYRgSc{*g-v zW1ru|bu;FYl*=X&q6tjJ?Dst+s7^wy;VvHAE{%8j)oKEqahu;-I^FbR8nj%_CH>O?7R)A1f^8%eSiZrZAe-{UIhV#;o6XL3Vw6-@+mk#}J2gXXCcx&IRgyGY#Ow@Sju z05S8#ggY122@ao^^18_ikj)6l`%1TvWqs}hqMPhF4N?Z_@#U#Tuv0gx^Soe7 z%7@+nKEv2ifoZ>gvuGLNkL~+z@y#ev$5 zJO$pk3vNe39s{-gC?cth#-RrQ<@)gaZRlZUk#e7ZFF7`U%UnA7&SU6dikC`e_XA#5 z!bO~J2j;E_S8QBt3S}()Pg9zyGuFiT{F}YR(F7lj-J(UhiKP6tXxp+%#JCGK4iZ-V zJl<{oDc5X+tIMs-270sNxw!Eaz!C@5Dnn&w7vB<6_r_+$n+`w%H0gjX_(It##&g>! zcVki1eY0rn6FiNmAM!!!CY^m};De~k+l&Sz&NQ>hv&9p zREz6&%>5cKX|s<^+-Y?jfFFeVa^M31B1#wy%>X4D5zS@CwFZDYZfX9&9Z~S)r(WXl zqbPkbW>%-!{c((+pxo+{<(@e-M5}Mm;oohp5b||2zxnho>dVgClKyIK@i4*tWV`=s z9ggA5`fjK61uqsR#8u9>rW=YAMFr3104y4u@!7OYsOr~2Nf}2c%ALF7YBBg2GNdjw zwYR%vf)q<5F|2wNr!J5TIzwBx8h?Nrm2sS*i3x_^K5E;Zzs4zm;*^v~2xHrmi*LO= zJkh&-%aoRiSi+|v_uYpl)}$qu?R-L_ql31L==wPeca7ZiG$M!DzDk@&5NY%Ex4JTF z$DzysirIAP)~JGQA;ba00x)!vhb}J|1!vO^<-e=NH28R z*5FYe~#?2dKly8$WA^>Y*K0$5v2^f)?9Qjtdb;*vWeI5b9pI&a?xm-8g2 zt=^RnmjRh`Wm1VjxGP3j<8FXkz{`^@^0XhwnnPGgDgc=~xJqofM*xw-$3o_F1un}( zgX$)S-=ROq=Bc~|oce{7+Wl~jlk$^UG--00Nq*r_!zi@6nIunL*f9~B8M@zhk~O%3 zhu?U(lQ1n2^-9SHZ&Xws_2FosLmC+A0B86-C{ndlhyYz7h*)?W?`S;T1P!2yeq+}ko#jMvL;`OFyWx|Cd~zLY@jWBepU;D&b23A z`DfETNj9``9qwRu0NkLLJ#G9N5^kEeg##)r+i&+PUyuAuS5vbfS0GtWX!Vhq0KNe5 z4^hl)pH=J2LOe_(?$f8OVTYq9Kmu=2%DiZ!QNr#v-g|9;3kqTV3n!&lDieeQyH3fZj;n3=}^yAR5 zI|(+7MkYY7&eI9t&Yt9qN+YsMBC3u?H9 z3aSBIPups)2m9n43ncNyrz37kH^wZP0QB3%Or6o?q8N8|@q2hk0YDprD?@>LrM?UM zeP1*E${A|{Mp+qV?#!pc1n2n5WwW6r;;=K&G;EF}OS!zGAS8iy%aS4ZZATlG0cy(7 zIpnla#!N0Xm!y~O4};AhCFF37mY_Xm-0SJuZ`SRFzN_gR*z8&oJV;w}ttH)gv~!}- zUkdr9#iXYy#|zs^LrV9PM{5~u9jXivb&_2=kgl^?as3Kg_`mv7SbXOkAh`Rpw1$Mh zJLj{-n{6TfG(SVV6WxOb6`D{FiVs}nK_WNM zz(0X-Vo?ZY;*i=Bsy8TfN$(vFk$XtK;D<~*|I@yqqw77K&yu>B?5p2QgOk^P|J=V> z8;p3);^&E0OkL2WeELt1LKZ6!Y>dsM6(EmV)d&8Z)%8=g$mni4asKjj$axkw zScWNGFF@(%z`tvdlN+LV!S}z<;tiVUc%5KRJv7eD(kuBZ^>UUahYygyW!n6whA~9> zKLss&5A^|n;O6ha-ueF~jj4N4<%r`zubnc(!or;nOyqGpZo)tq?oSrnJPaikYa4uy z;IRJoSGL8fKr0WtxxS``#iiaKXKHF{zIuc4rR7<(!-ogL(8>xy$oJ9paOs*Hn@K-v zw!uE9zCIyE^5rHjh+pn)@6$E`v83~bugCANQfJ$(Ckm}ch~q-Bz>_18h{shA8UEbw zfA3}Ii9Zc8K6k# zCFum@u0E!7ju2gEdIXLa1Lh77^hh!JNrQqn+v=)BK%^& z)VY^coAV)e=1S8Wt}2xW0WazkDXoTm9zwrkeR@6u8GPTpTx*|H=U&_S3zsLS5ib6y z{r&x@-oARD+v8Ri0Rd#disOiXgiJbsMk%+h>(l);QU3;ol;cfU*!@~ZtboBzv<6Gl zrkn>d=Yxo{=G}A6LMSgYcK|Z5L#pR9@VlpLU6^>1>(d8oqPF~xr?)J@k~cVXYeP26vQUDU z_`2NZy?Q3~WPGh)hdsG2nDfAdQc(4JS(g15O`}Gk+)!1*k^125&@Pklqs|&MKhuT= zG5YZ89gAJ3(N)1-be@#sa7E)z+cQJsY6Mpd@u*eS1Sg`+cm4FEolL~WuYVHBnE8vH zE|!Nah)c&R-6!_Mnmp;&dC0-C2hQ5AT)xBYM0;NvE|zauQ%$1T^H6ilvhjVLaEYY{ z^zbLqIN>w_uuv~L&ZZJjTw@KE@c zhg)92qk2sf|L21nukEXu`A!i85MW7*0oAjnXNxITng`^2j6uP37`wS2TNsLKvDaz- zQM`@FTNPD11!}C7Fy`8dapkWhClefsP#?(Twa2x!$ZOhZpk zX92yEr3?8w-?}G#L&b8dg(3IRgFqE>dsL}y_&~U6+VPA{F+>2?7~?WUBi*vTC*0{3 zOw1N{=Ht_F@tv8mLhceBMtf=;pz@9y+`l>X%Pz$aV^DlAZAr8ebFu;HVkbM|#*c}=21xKKZOxKK2)lVb#Le*1bgg5I}uj@puemNYiNag zukNT7?aj#$Iq2x@bI(z%&k`6;LldpCN{!XiLLSy7e#h2y>HmlenuBOE!Z_gV@DNE_ z1f;5@HWGCZVPegfvtL6$-nJDtY8%#R8(I@6+p;WDRy7WI!2qH4dv*ybyi3LB(Sx47 zd>rtQzN}z!y?!$xsyl!}iGLf~lJEicq^o8IRtGn_}6j3JoXHRMOIgDhtauV(E>1P=o%=yFm`%|2rd*6_M+9@JW?*{;O8 zI}l<(e=hd3L#Bjn7#uzRlFf&ArE^SmHk+Zi;js7+=LPj{ z(+jSYj6<>lkl?#sghQ;hlxW|7vlj?YRaY$ipe_$V?G5FNK~OOMfj^*Q_qd;xzE@ye z;2knc+L7nz(Xp~XeGmBxfr7sXKZ0a9&Hgp=T9w^{MTn>?Qn?|ABe~KL1F++xt2Ad(t^R6>P ze`PlO9*mv}Gc?k*7XY7ADuA$zTTHxFF z1_nS=@({YfZB!Y`zr<=679&(La$dxQc-isV2}AOL#yElxDj$!($JwT%lJKPNFqoAo z`|b|U3-Jba$K96 z{`nF-cXpdd7j1jE6rwP%Yzb=!C{fVK?woi^ks0jZ@^`*D!E*>x6GAdWDdPO9Ezn&Z z3zqGs^iLWA@T1OUIT^d+h->W#Qg%k+;;{Z^C|R+?$U1@C6an z5>ahpPoGJNnJi4j_-9&@@tGrw76H;uU-F)4E-hwe7wU#wysjPmRvQzU zuj+AKhV-hrQgr!ZS(VxaaWPs{72}&Q8G=c)Lf-wBz~`ijl7WciW4ZTl1;9v|L^Bb? zWI%&d6EG#(^^Zr4Z!|m9Dyn)qe3^jw3jEHs@=eUK1r+swfY}2&JWnfto0%2FjtNx0 zasY~=h;*Vow=HGJpWh7NI;6gwJTNtVC{hJPVGMbg5;e$j5r!(q7L1~f4oF5TxVIAv z??m@LT>H^l3&D%%mf;TlN#Hm^ZJhA(>FM2f>!BX(PH#vGEl)iyAM|`cUE@H;=!yH_8Dn7rzlK;X=Vnl_#dX*;b>9q6y!xrB? zF~qXyfzE8wTBL%6wmq?EZs@Ob@3TB#R72ykhlP+w;hYb;$70zIS`XZ3M;aA}$8#U#wX-&^1eew&i^D z1DP{TB6~bzx7h{IAi!*BJbh0FyxPe4OuT@MqA%^rjP&hixU=?i58Is zf8>jI9}kXw7$T`qY)614}z< z1_lm?;Fq3);L_<#UQ=}_D7~fg51k3$NyLXeOmcDJHf{A^S{mkc1|X!Jkst%-+aw`| zN+ZzVv2(Zusgz#84(bn=HnQ*EXNXAPpfm-HfwAlF$j{S$yC+A|)j@+0hu{-%t?EljeST|M8 z^8daB#R|)iYPs ziOE(pZn$%48P>@cUG?FShJMbEbzGSVK+;0F6L|gKf3!gA$$m&mvV+{*nQucx_pl}i zJf7FlJw)S*Jjej#O&?^kNE{$D#x#RM>+OHIGC#q7BeF;!V2JCD2Aj!h3t5CV>6McH9QQi$lRUU| z`-f8JgJc^0WJm#j@}`%Xuve}<>#`bbwmvY5ik`(_3sq}lbvaH zvqHr!5(S?C|8IA`s}u%m##6fXR(rBYOl8$#VO%XX0Oj(FFw46bKn6Z}?WShlEQ`Nz z&fP4*SobYh&NB&rsTf01$Jb~GR2;c)Nyh((BBjgVn=MA?*GF51&|g`10kM`PS7q4i_-@ z!@EG}WG-|&5Uc=4f(~%%v|4(^{kN+T*pYY6CcB~ms$gy+h|FV~x9Fg?A4G_~SJpL!LX*Aw2tW^} zig;ub(kd!2y(dyEI61f`;oHA`MWs+cM;v)ml>TMj(UO z`5p95G1FEoQlWkt*=VS7D8GnckbPgJswz0(&zcL~R?Ivc!>WkQ&_N_`g@nL9*uWEp z9XTQW4&0Z5RKy3@ax1Ojx77)Xqg!2~DUL_n?r?qr@7& zF;PrjGo%QpuTo`c9NW8c^F$$f*Z->=q1CE`#21j!MMy^d1cWaXU*mR^50(XUBUDMZ z{A3*26Bs?mW%)?$g19R!qS(?Ew0u|{AOvwz*$J-lJw70C_7f`ovVli(v5oX6-nW&c zIxJ?lPVcnYw15eX{X4TJUeN*}l-TQRt=g7);!};&?F_J2+ty@1A|%9G=aJ+x8)nyr zK_@DN$M3AQf!bm09GjAf4U<2t6+gc699<1>&SzD*zv`LC}uVYB3V6?+U17^f}TT9-Wr6c z=lF^1mO@9yzh_kJ5e@G-053p=0FIt`$m$E zegFCPFeHSks_M=D|H0c^M^*KOU85i%ARr}OiUQKzr2>M|0@B^xUDDFh4bt7+-QCTh z8xGxZ_d$KX-+ll3{<(LLp<|D8IQy)#_gc@I&z$pFYp+-v)Pz$C;L?gJSES6$%mEe% ze2Bk%s&vDl0XU}k1aSM?P@VvKkgNTisX73%cpk2_j~tS<%%2L~{{3wRfKnFjH|SSx zxt&U!&W!|a3At<#Kqf{Vr}THRygm@XWT2)EsgzUw#pZgTCMyq$E7g}O!%220zP)Vr zR((7|W(F(}0Q8`3(hUOeD@W6crkJFp{vs|clzP*x8F1dt&NC1MsaZ{P41^Td*|g%} z61D(8Y@^{3_+L}QLStwZ2T}@Wx=y$u0lPHE#{A8UZvK=90H)f_PA`pP8E@{MbqB70us!ZO1OM12j-mwGi0#iHk1n6=a2!uxQSm zH!QB?0qX8H7|jnyI(Hx$=EQnn2PC==tai1G2v9&pZ)A6jEU(EJGP-DW(r&pD{X=E- z%c?pqTF3DRdc zI6;ZxK?Kp@%#sg;Q@wf|DW&a zqv=!wa&vPNFH_><+W@+O*<3->Z)7@$S8QObjcYUn#^d#!$7{RSw+Fy*-5rKquJh$R zvPb%n36$P`w2_5s0V=021#ly)PVHgDOW){zS*c(7tj_@AByJt4Ax&l_jbBA!{bFei zb4cf|HT+aleM5uh%`k!>ja5aGv}Ok|`?=ZSW^QCe6o8Tud=%A~gs}(F3i^Vj=T@Gc z5xe!o>sOu5BuTRONnGv3pA_Q&VTFr5!jp=EJNRsBaFhoN;9<8;spVI*i<^^AA0V8v zi`&Lm80F}60W&eFOQt8xz(V2sJxUG{A&BB~=u5RKtN`iA>UWo^-@LNaV|%^|KxR)< zoKw=z>-Y`W=F4G3tCv>&^F02WJSV}<*kuFx?2qhbdhiQ$2@QXU1G3Tlyn;q}Pb!my z)l-{mpk|{p^ussogn)n_#};F*G}krcvM<=Y+t3#+o(4n$XPkh6liu?odbQvq_(#uY zG#^&5s+Vn8rk|%GG*lW-Hrpx9(LG$F3_#XF*t}x^>WPook3PLlLlT|5p}M;VJ-*JK z9)f8B^7qv}^+(^)c#M$7j~wf_VWti64;NZcKWb*v4iB^_g|RxLju2bkh1CIyE1ltcWwBu12X*5wbqKFgXA)Ht&rT*w ztKkd3Bbh*Xo7G;*0@;)IUdhm0@|nxB@Rk!2SJcXcH&o-F-xbGch(<--@J!c7UgK&S zQ{jiuRr&CXa^z9p=vLlibrNAf#k~05Rqum|K6>{Jh;MFJ0`x$lcU?g6l<(1~HQ-_y zPw6?^Z$1>+%y3wVp=RRZVX+glFHq z07E*v|1ey_le6HPb|A1Kz=u`sTzE;+praa+_x|*`;~aRO-v>H3DFM0QN1KjK;_&Lg z`n?0$9wNPKkzg!j)eY67zV1NN z7@ju1X(=|} zrIqJb9wk`21_YsyJUdOd6Hh6rVk*8BkSr z8$MRUYYD;y%GWBvckI74pw(Q# z@K*z5J|$|k*kkqE`sWH%!}KFq<|Sd|DGM+W3pvstXS8~PPsd;0+UL8S6MWpev3q3? zUt0g^Ww9NtQecoB9?qN9*LTpJ)J{>|;Pb9&(Fn!pJ(6|+^^d(Ao%Uhkq!S>0T@&G! zEB-Z|@hw_JNJ_4}oT9VTgPfeibd5|vu^Dl{=J`1cAn{%AQK2UZ0rM9yFSW5J;6v0F zy?x3vfM!`c?k4f-K7I97R1}4%eF8A65-YuvKI1Z+@giEoHq809FB7~XoW(L9RS933 zE`F>Ck=mt7v1pSk0kcs|wXKHzC9X-|8>y3{qV=P~BH{{#1;;^SNHJKYv1UX)5h80q za`R?JjpAHMyRH|vn>lCBQguE2Cw2FD?VXKjV8Zc7%>Cn+1r@JGC?L(C|MCrr3lB-y zcFZ7p355Dl7f5aXDaX9^EBfYJSaNQsMH;OorvQq z$ypBH$NwQ~jX+r+E}8-tkA=DnF~-NB@%Y*>>M+a5mQC}u82S6zV z*?$aeQJzPxiKveU>cMw?_|_f}p8$WxVH-qi+31gf`L#rTF+Q!{4a62LfYUNC zy^UV^BPgZ?DlR!82r+u$gz|fXl6ic^*$>+?k@)?0;!sO1S}|OX=ggO@hVRH840oY< z4jw@YrR(zwvL&!^aBvE$4ILl0{XhQ(en@;(XiKWWj~=6wF9u?6iYhPi7dm;kQ&})Q zcg6K`&GH!K=AgIGNKsyTR|89NaK_Fd^*|CJ9Fy-zW5fQxvmPd2mDB}gP(CXzCuv(I zo@5M?Nc<{jQxz2*tu@Wh^H-28vDT*t=4|K>PQ3S9@OLM2XW(RKK+*bF;Y~nDui?A zL6>VU0l@=V?l6iCTN1x{n)X?K#fz9T3${kE3=C~|IlXASuvzBNp?3M+$ZiS_A&|+>&frbXeKg;Phfj=<#1?uw3h= zYpohMN~BTcu4LqNJhyz!hPZ*C#2#q4md5)gXSA2bV+J;U^}@~DXg`kNSHPqD#UVe> z?k>QWGs7bAzff}Jnf#!PI)U~N=gN@P9prG$PO&$ zT>ZvUbd}aeEm*)A$0pz7*0YriHu%fsp;0qdX>^?8LI=Lz3$ov6Zg2>v_u6i*6UnjUip#A*uFr(sV}s(}o1V1X8k zB6*Ul4V0PVw`OJM2hci_El31iO9GX$az=LYAH(s}u_FZFl_AkYgl7_Xqz=k0?ehaNLh%j?XcET0_!fo^zSuYi>T!_W=e z+I+^n>qCex;(~T-S4_CfO<4`7V@9-xNoEx*Q{V- zmOiF=O@Ckf9rg**dzrE*A&(<{3~1f4&BK1I#>i%4_smg!dc(tmAr!VMdtCT@v1X^| z4irt2GnVAm@Maj1pTl|Ua1MqLcSnr^Fzd`Yq)bn3g$T%6@a?;8lEXJ&&b;hK|?H z#m9x?Siys)$ehF9WzAF^CjxYv@PWZ0C-XDrp7B^e=Ul~f^QQ~R64>Wr5KsO7#fh4* zLSH=F`BE&5c1_(}`_X7#$?z($NYm!4ab{eall)O#&%;dfGkF$*6LY(lJY1A41t2+f zTp4Wl;)9ZHH|Fo{Hc;-aZ>IXN1!g1ai!MvkZm?D0{P*782$8d>rY_+*g9nGMY#F7v z27Q4F^tzL294*z2=jvFZs~HreOnEvS1_lM*@s+Kh*2XN`&b#Cg7rhR*t}{gPN<26F z3+{NPV|}#&gSlro2S!hO`R;Vrh{j!&!1^$m%;ai)S@;k{BL5MwfcasP?Jng6d%*+& zSdNl?LsnYv3bm$MkHoGRb@)3xxl&FE?s#qo2Iu%-Uy|eK{k+kwB1Kzp0vC@ONqwSJ z)Aj=@bUU2$$L)k@_750wALMh@&*nw zq>yh)X3XAO;#4UwH-lyRisa00jtk040rMf0gWSZC3yxwcm?cOypJTHFtqBz;>Q3!Z*+oRt{xxoh|4-x; z?&6d-ASjW}lU1uTFSB-8s~K{)CQVD${=|swi6_vvpWquhnL2}fGH$O2PN%0=hv)-~v?Eu3PZ`PyLn3pScbEDua$SAB<9e9;x*z{tN`_<# z-?~j%zKcWNr}3y4RI`<=XDRwX$D@&B+?t#J5wvU&P3GJDODXYq{Gz&AJ1!yW3|*O7Fi{pm5U&hdL=b2#lMJYLwLF-s}iYdG*hN>ti)rn>KED zM*8cer_|VD`ok&1?_9=a-m1s82EdID|5iWb?6Pm>SR?(qoNd~S)i2QKuFq|tfRkuN zpyHfEe%1}oU*y^88k%1JMr?V z`c+#=Mx1J8!ind%crHR>4Pfj-O(!++Cy-#mrNR4SLSI#wKZ}jf8v{+^+s!-&)NJ#}^%;UP6?=}&DkdKe} zVse2s&?hCi!xuypO!K;NyRJ8K!A)F@!Qg&RI4(B+QgY5D68XsAC!~i+o8hN zwL*U$Rmz^1nWaBvwLhR-SPJ4o!*AV$m=Wg9XD#4d6D(6^`r{)h1 z7sn&0(vT`=wnJYHAzxT&F4^1^n#$cNbZzcFn*PQwe%N758EfLG5VT`cW1-sS6MBDe zz`)LY0=k$=It*-}#%1nIznAoTkJNU->F5xW39;>4J@F&MmU`usu)FdLh5J;%#EdE1qx=dlfMvVmOaq^^^u zR8~_x+b2_KeRYvbp9w|1{^cz_mjjo(olb@nDP-bqpMN=aRJm7UJGB0BeO)iJ6Rn0_ z{@$xR3vvg_EdO4q3MtLm5Z=QxI`puxo%Mct>k|)nsMtEow=&Il z8_>m$Yb}Pvvz9-BNw}%Wf=j)xE?~fz{8?+Zf8&^)CuC@JOuR}~;xqo$`g-z7`d5kb zb@i6|`t=2Mb7O$Ad81sVGhXHQXxNm*tURV-mU^3z?fl)unO!gdcGnDpRbNhIC3 z&SkC+ar9Ld;y*q$R6bS{6>ws3NVop(|9y!$={b&ICCf<4q_?h|MY;WC6%Nlh&hw=9 z%5^|W)|&hymj3*SY?7Gw&k?F)BK-vaAWvB*=)dQq_@4l1Lz*;S?iZ2gE2`EF`A#Ob zC#dswY_^VTC=VaVW>BP zLhwO`Wp0EscFal^V3hNCO26&zIsm z6=)@tfIE*A%C>7Etz$Vhw;vQF$P_{zFi2sOteNr6IFqy0_HQ#u-}aZld7CvJu=VwQ zm-%+`x;unu&-xD7ecI)Ao?5Z?WPZVME2);+ z{8*P3BNJMihWzyRjJ}(nm-3O&3@th|u<)0GAq6gi=? zYe9Af_~zrFac)-l*usdNFG_uFQdLOml1I|H9H%c3*ydN)1zs9Y&8CwL40zwicm3-^ z>Fp)-RIYob)zXU6ywL*aFur+^XH zR~c)h{{E-+sF=Byw}EvO#f2{2S$cBfjcEe<9XHm)x#ypMyt7N z;FpN8_teU+(yg!4_wyDbaU#biR$8EcHA71}$PQ;#G!yZ2hW-B4+{n9G0_ilX%V(uz zQE?=aaepr<=(`-wYxht!>>5IHw+zptqSOa+dpH%4%$dbI-FD!Lx48YpzqP3e`i|jz z_pN8J{V+d`E?g4HmNmI1+vq0tZ+8l^S)KTR>~GUQCt2oszS*{r{tjc8;Q5hMTQLUA+CY*= z{Pe!g8D24!$Y&(1Xp9A4-V58NkqTCHyr0cYzsL}$7R!oHOUdnDElm(emRuPpY=3P` zICpmmH(`CsE`A1)zCa)YdK-WvWzk7-C}@esgU(`Ana4jn#7S1JJX|ZW@jrg~{%}!h zu&l2~u4uU2*!w9<>HE_+f5ronz4f*7ig;By&h-3&q{14vId2^2{fD62*@jEE%G{@$ z7W7p~;9vgzC*;vJ7m-t$v1?Z@3`G5bIH7)$%v_npCvTphuLO`} zUtgI}`@^z&(o+;djhpaXNU|++B)Aj4C^>Ubc+_TBRiJb>B8$uYP#=g@dwH^6)o7#D zX*az1YD2Hh&yN$P#ZrkHtkt<@c4uw+YSEfqNIkaKV^OZ4$KA7$x3TYZG%%9ZZY(}o zd{m2ie27FJY>g^&1ybIArnh9rF4SKj2Gi1!=6sm7olK@9{>8$b*R-DeO69a(7#U;kD_`Y&T|oLpvbNMUbEL;rNK=@ z@5l{Ys>!wA>i%`{PyKLmHMqRl{C(SU6%S4QZ<0a?SGI z<$uO5x9YZpj;sZ(3gl45R^vBoDJM4|-mWy+cGj(!l@3Eb6dOSia4 zW^lt`b)+SM!Ix7sFICU(*KE#nxSyhA&xoP-ub(b1(cjCBFU{KX!-c}Uc4nF%-vxe4 z-J!UY{&tTaD=(u;_+sCtDd5&tWA2{k_`a$2^^fU5P@Y4J_207rdqvxrW*eIC%T<}<4~aK= z3C%)va}vjEvRQ{9LS3Sg{B{cT8!~%Mn`9_6k@RPbZ?gbfHGB@4wU@bQQTjgNd=&n9 z)E>Dt9B3GPthSbfk>_5$*CWk)H~emKSJdp`B)od=pv4B_W^X@W zV#T2Et66XaQAtErGG2kgEt9Q!0&a-UiM^nZYqpY!+dAc{w6D@vGh9cs`GH$f?STmJ$xgBX_>N zNDo!@M`i!pwBH1`=Y|TvdXnf{7c?N3AS`9knY(VPefM&rc_wN@ zc(wGMYPUKWeW^1CJf!EWC)>!hSSedg$86CGSuouW*2qN!IJU!xQ6aipj!J z%UH4H&mv%sgZ&lnvnF4k+h`8WOn&3&+8xMZ;+WJPXGiQ>kppHahl^sFnB`cyAw{X@ zO%zve2}s%3J7q`K&)PgvXoTr!*>=nJ_nqc`BQ2%>^=0Vcg7^XZ;cHA(ar%azx94jE zwc{TTMCnfj&2C;(n~+!2)Oy9iD;YYh2;r+4Y*=&=aU?(38^vVj^ZyynzcPVr;s-#D zc17w@Ov#z`fPQ3C37IWiGR}C^Q2&9(O)znLYPkX`m7%K%*s6-pZx&~c8268=Gq%xEb>sV^etzHn|sVe zzH#wh+noig^LLdc|2{{bZe%t&iv$Q9!>S8bgDekRu1r&uN3*?0x&9XC4n2vHeUfI0 z62n)Bck}8JYGEi-N`_rZvsQ{H7t=UuRSggt6gYIQg7SWhfcba^n@PYcQ)j&kEMy!^ z?~~1kY6C!o{C>sx+_m1^f9Xba%(J64Dh8QR!o>*Hjdq!+^knM4cvpZe@7bq^@vZ9x ziYx|WtyK-Qmb5cO!scIXDZ_~*9HajWov+D*Ahb4cgi%lAyg*3WuWgA$T#Jq9a2l2A z4qX!*_F2bZ+tTd+X{Lw6%^*~zl=Cx)n5ttEeQpuR7FIg|w$OS2WXw%d2MU^8&6uod zE+gZ>qS>s&rlJYVz3_03f=u`Pt(4kA=e`zl<;-Sv9g)pw@~%e>%avWu0pj$rZb(I* z4`c6`@~E6lt9?0z2&T z3?}9wSsH+5!BE(0j}SFr35%dHN127Hu`DMDo%V)cFVVr8B;NxjoGKuFxiXwf>81l? zi@|!)QB$9$U7J$3HV*k^2gL48IoNAcDg;$ebjL3&=N@#evT~Oed7i70%>HOz!gA(m z6F7fh;#rCxu{CyHl%b@X$0khu9b28n#-T;^RzeZlAXUo{OL4Dl<7-p$dY?^Ex>q^4 z!CLVo`ELgJ_D_#NZUb(!VpgW*nWSoi%^8ioYJ@}V$m0%Adm7?-Y zOuT%!9uOLe8%uF!{8u|4Pez@Yl7#BroGG#{*}TG*ZFj+SkA*4?y7nJI$SK3u}t5glyCJghC) z+EV$XNRWIZo|UVoq<^28+wK9QC5((`i%dESM5H>${gWwJFEOA++MqqQfm!cldTqFLZ`soACL8Hj_%jbA7d@>P)cTUE)F~4BdS&Te@kz2$m~mx7 z!kA_xGtgG2CB;;!T8cI(DXB-*)$I!nJvK#CNoKFXq{bcIgJzjdQJBsKg~aZSffriB zIxiGmOdVXm(Az%`FOI^Hrnokl zkm#U7yWgPij?Nb*tZ6uy_o=n=7k4`C^yGw@b_MwZH3HXNS@k}uugW^KLZS;DezRCB zl$&u+W$NWY57_N*wpRT_?4Ck#pe0kdgzsl1JpVV$NkSt(yhg+Ah2wEpMP_}pcW1#p zt4<*UnrFlrhQ1CkPr}$y$#s@%nIvz{7`Oh^(pzQXjlT6>;8jPt(z^O_fQ0`o3}uB2Iu zfQ%8FYcMr$`Mw$T7N6{#^V3rO!_B7xIJ&#t?*IkW2cd)HH*u1}PT-o`g+`+ugjm}@ zdf6j|1WA8e5D-Ue>S>^q(nUtR0_#(w~E?6{fJ#TwxcXj$iRRAnazHTFg<;eV1xLSSa@>CwD? z<=g~pTGV`gI>?X07`%B4UeZczkC!b6-`9|ifpjLG0RGXW)=lTQVvBG!v zjVDe|4Pe<19d!q6~Hg*<)fD0w!0 zcz=PUeSPEZetwuzn*L0C+@DyqgkSTvtGL+14gTG}aN{m#l}c|m$UH8hF2?O9?%3Ya zlMe)Pj)C5#TX~QovGX}>T%9iRzHbDd)wfpV1G0@S1{!*;2!$Q^B_UJXGe5Dc7XQV1 z?U3U|e)7wk&ajr`@vUd{;G5!_?ufzS%++#_6M29=T%P<;Tl@NG-+5FU{MhhXBiEsF zc(~QNeHsp+Wp6$7o3+HY!aj(;yZ8LCBHuO-hEKl#YC_DY=J+mLShQ0g#)sdX|Io0p zAIo~ldHDH@<`a`;R{_rSjh7qfoXH$1Gq>Uu&6lq3Y^|kgmk&$j9-qofC4zJvSdaFH zL15>`m3Tqjz)5uipD~8ZIkpMWpx6`NYLv?x$X^P8zNiSpWDsOG-WY?t&qwluZ_iBE zj@7oF?~%EY5S_b{lA{VFo#hq_9x#s_FKrNSyWWYIBy>d5Uht*3>i)hzo@4(A618cD zIZJ;4F@KrRPr1}@aGP>h4>r9$azu0+#+%!`PvIxHbNq2>284rU*Mu5W-|>(t`_+df z@K*1S11ezG*K32P6tSo=nh3;Hx;h8@*30dbSlw-7U}PK&u=ax?yg0Anotxn8$6KiN zuJ(*Ax6By|Vl>;N@rgAfeL4w~-KIR9-H9)1R}R=3)-?m`B?3s~lL&6h2%*YiW{>L< zZi+yoD`^Gf5dh)#Who=-#Lr6W^nGxVYFOhyh`l>V`c2k=*bHci`Vo8Ah#^D2O|N=v z>M%4yzF3<`yk>3D8HndpxwJ21-op!*BF0aD6DP}D;TkH@WCy11upARF!*sNE%LrQ3 zKy#9VFZRUF6)1q#IY``K+B-3-F_-V&J0Va(*O#_;y1uD-d63R4;m&|HEp0|D=9Zo< z`7V;x{FiBpL4{_C%czyWg+LS<*cCZ8z*uYko!&%RDp-%hVx4>`rN&iUXE4(oR3CdQ zzR4RQd!wj83Xapcq57q)U1LvRXT5qUz9+$cVauu`ygP?}&3Ww1o@Ki_t;+ApkZ7lv zaUZb{_A-+P0&2hT6R$$Jvl?}n%X5k%AZ1YF`SC}yA@|Z9xp38@HS-$%ySY*Cd7PIL(6#xL`rP6~jh>%%0dac@w`l=6**Qw{ zYd@9!9sO7>>wcNJzJKR}v8E!R#idWv=N@;Uy!UBl@ZBqigrcu&G--2HsOD*0h~n~y zn-K1DJ5af;jBNh1rH)QG>pDJ)o1+ebt&Mbe0X$Sy6mHgVY zClmA_pJGr8Gl-$JAIG7>0-vNp#f1Ukj-{4&nYy)(_CiFpT)QQE1Gf1n-pSQ}5b3aV zpn);j_7qZ7b>t9ppr;$?2jqo4x`;1$ zuSaFsTy25ACg}SBKDjx>^Q&8!*yYd>EFc7I z+avo}4E&eO^M=ep9Rc^Nv3`s4LUEcN3i6HoHT+p2@Kp1!=eNW0Oo&ii z+S>Kne6M%~}7n80{IdOoZ zYGh=|8|g(m+6hr2Qw?(Qj16L3lZF}c-orb)AyQK!xk4krX)PRoe&OAO9Dn-$;C^}^ z$f&HbD$g&+HjCQ!yvU-rQ)0awi?SNbEDf5YPHdwTc5kkozBTxq-ws-i`ST8|1F|%} z(|O}8qmPkK<+CXXXVFieF|ma#&OyZ937E`CjYq}2l1n1B9?-AKik~6 zU5mO@>6eYSUY)fbR@SBqxA?%c6Q-wcv73>)KWjPP&GO;)oYuY#ofz+>QIZc$sW*08 zZ?*6=+U~f0VI(`(4Tz-LwcG*=H|zU`d5et6SC{7dGu~S+l1v=s6h@^S2C;~84*T(6 zNWW@|ixjJQ>p&*pN?$1u$hw|kq8La-I=vjnZ`YoJq_jIhNi%Alsx^>4*Q)%J{&3d* zw@$iE9|t}lh~|05A0H#@_9us7V)(CY2pG!3M0fN2bKjEw7e3PE)-@>NV2#uoX;Ila zmj5w1k&?C>$kJ0SVj`66Ns?$b=`pd3rNFlA0Pvkh&5|xGtj%(s!eZe9@yYZC;1C3+ zJW>jRXral1J<*$z9%-lu$fdd+Qyu#8uTq zM1p;8DsZLHco4Mv=DA_ft5z-sVKp2Qhm$9|qJTZ=?{zoWjGlc$xee_w0Y4tGKygls z!!Mgi{*aVR>M0}OYvm?M#&h}%P|6cJWlQyN!d(jc7_BXX81}^V4SYPQ^0N<>6}$KU zGD0E1ZI5sc`;3s+x@q`9Qaq_gU6n|M+d#|c1suCtfBYjDY753ARTt1V4X_F>r+yL5 zZ4}e%^gb|6$+Y#ELVfQe2yRUS2n({Bc8EeQy8$~+L>bZQc^^x>=i*?62=^mV$H$B6N#Gs* zh0eDLt-n2{r*9xTj4kHfx8rqU(FajKVTjEo-lqT)!Hq(MsMv$J8S2GYV#oOeb;|br zb1+C*Ca`hTkK*mC{oDb7y=un?o6$ffhtH?`&0@rPmoY2HQ`@RseTjwnYk$0z06`{5 za4ggHaL&&?JNlrxpncFibTn2^Vl|k7*iiF`(9CH;_ycO>Dm(P*+}(~mF3@jRPHwp% zkYAj}UEtkM&9V*6V zo6=%_EoN!pZ};VWC3y13jTBAa{;_Zzf9_~4&sv)vCHV6*u}<5_gm%PgDS4O;R38{# zz;#7!dT=}iSEkkbRaVmVv{y~9yS|y$%C}R>Z?=EGq&ev-9~DKGJb&e%f{C1s&i`qf z|6ySgd^|k-WvddkZsuetjIVo%%Y~{}1u&XKuc+diPl(Y!IhE>o*)e6nYfT3gn8-g1 z7G|Fl9RU8MQ4QnndohCq$B8ackbEbG=spjVGrp@s!A-^Hu{yH7)inBx*hP|63O75 z%d7od%&S?FmtDMeRal z9goj{$G9BbhdAL(D@UztYjPH`IRggGI#ss<#D;+mfdBb;U1Qk3yv%C(Lm=R`zOBM2 zXdE&vv>6LPOd!hZSGl6E(~Y42w_!YTF)&i=hMByS`8Zh*OPROmM;0;p@y}{!<&P(a zhj3kdfhl=P_gmuxAv*&mHDEA6(V3*_GGf%OjLl6lb|L-F@MDz>Rar+hNvxqstc(dG zV_M`CS&V-1&q3)Af|TwPro4Ev3s&n8(M!) zwN|*_+QY1CYS@Imwiq#L5%;U_5Xi9?;!(p{0`v$7Me)w{%L3s)c;Kz(wSes;y_Jy_smLI9`svYu&m7J z!TP;dC@#C;%w4T8pzu$+Mh1hE*Y;fxr3tTBtOpjXwi&Jfqsig;AKEQ4`Qylhn zE@&~zj3Prk$+4x_H3p9*KD!obNM`z-q3Y@Rps~)Z`7?(%fo4qFjXQP$#O7(`@CNoW zmcs|F=i%5iSp{z9DJ=C%j$stwdzT}nK)k(!6n#Kvzp6)}!0UG$5$_zkh8SboyHVMs zRU3H1yV4e%9j&rc%xwP{(Z7ssBO$;!Er*i9af1mjbz5D7!Xul!vaCX2+(_6_DyylSN z9E-(YkVf-(>!3&9+GOzD=GHLJ@fSsWy*8NfQJSrJvhz&HF5s|KGc}@dn0Fvt7tpbH zlBW5luC!l&_~!+1pZBkCw}3yO3&7?N+C!;HKQaS8qOD7x&|DrH^(9LEDOA9Ah31Vt zr)zPK{xHqBTRJ@LaxkY9%=euE_QN`&A6dj@NH+5PL}Tl zy}PFns)^R=XZDTixi1N2KfCeWyFG&{dNL2JW3(T?5X{>jZj379;9{IFKO_ZH;HRX& zcX1Qm9)adplzjAM4IGDl?|i6MMgr>J<5tT&O|Fj{HP^hqDt3=wWM#{O#^NT{3oA!_ zw5H4Av|pwhdiHz!c;1r7p3wf(xS)5?Lq?qErX)c^Pec6@!`RBp@l+D<5~xa?lc*M4 z+cGAAnb#je5~fWg%l5A888hKd?RdZW*asxd#Tb`}BPH1%VSiueYuzJo^SMl(RG3JA zx*0l9>C~?$s^VLY3o|mHDbzeKn~{VcQOMO^Tije8ZMtUAxS)55%k~EZkvE&SEy7(* zX*C;~g4Q0|37?BG7btM4XYiY}huvcfmg=IL{^ieQq3qD0hlyX3P6#c4J2LP zh#LKFV62lAq)Sbf!rlB1U#YGZU14ni{7f+ zL>oWVeQU;XqBgRrGuBJ4@sBte&fxUylSjla{2#|S%U)(2I0%Q$P_REF#XXKGEmqb$ zH^%pMzKE0WHL~jDyZ>|<5L+l4h}P(f_B-dd8TUu*rni&f$I4j7tB*P|xHS1#5848d0buMZcc5be7;-^b#KOQsjftS5f_Dtl4YT!a7S_@-XTEt% zPj@Y8OA-{JwC<<}mVvk3Gro1vE-;~N&vnEHn=<;H1_ zu9C%;%qAS9Zs2sKR}LQ2fAo)Yz)lz2T<6}^{xsH_`2rvHP)=O~oWzDb z7}sG5ri*_tNNYGY(;yBkYh9fCYecpPelDT|tt)3|S7^0Xs5q3C1d;g1U6)zo-S)bx4&4GK{+Q|BA*Sz@ zo~~uJo}0zSW7fOh(ZtRp7^dK9wGrpZ%XyR+O~-$votXS^EwFMYHnabIZtniW%L^CO zr6ZD^gzB}S;kN{siq?opZ%G;JLf810Lmi3uuy`UB?+EMNtoV`ivR57p6MS*h)+>j^ z_W7@%?T4XbKS~dNCOjSg!hMB*XjJ%ab#=q{bKlEa@gbk< zrf+%h+A_TNd3$41=_b}+sM%diRk|2EG|SI6dej!k;yA8w6r4@jD5Ltv4i_GQfdKm~ zy=Y?V5&02IiHjA=WfLp5!Q!XC4^9+adp!$BnZCG=jwHkncf-?9;SK}TJSnb}tyG0(=MUrN?NND;srh^20#&kPfgvgU>U5x@B9p+{lCFN|NC!T#MEv! z_zHr%S4nuzh^N4n$74CQ30@12yd;uD-|C+TgrLvBr+Ucjg0hWP;anLAaJ1 z@4E09t)#(lgQBGRamn;7>|~gj@0{POc%!h}aieqFuJ3Zf9&!)X``FYVrGMI^0mTZl zETEe1KKR7dOm$nS1-p+}PokbY3&a%F;jj~Pt8j>7F0R!bT2>RN%_DaTeb*Q#toPAE zXB550UTwSo?&IO((wD5C;Z!eO|@s_V$P0Z>7?6%GqeldhzK^k&xBx%uZMe9*K z91=Osxu+BW;`2Ne0ox!u!bH=@AJHV4iJY@YPF@L2XMQW^a#3%@8~@^>1}Zz_W3S@r zx^<`?72Ztkow(b89eRuTzUhMSTo|f2B~qSS;F4wJ{@rNw^yfX2AJuarjt^oWHjxs3 zX>N;c-U4GuV3CU^MzBslflYwC+hS|Pv|G5m-h&UtdGssDL#B>>_6cyLH_UHqU#l0T z-3zC-v?`lsOf(4BpE|uTfB3QC9D3X{wqub)P$a%F=+&+9VB@g&E`e5N_Ep533ERB^ z6O!@We(7Lf(6b%-Py#2M?LsytP%!u zrw9Y6@HBkOxp3oeq4C#j8zw*Z&9TwAdVcG6$lDYtwpmSLmx^z-S-MN}|B$oL2!;Xg zY*&6*p}$;7)CKliwBSD`(!rd@xEkFbX}nTga-fOb1X|65%I(HN|7zcn9(QC%A21qDp53<4$6Gf(G=Kx1sOYtS0Uo>*=w4Qd^vctKA1LZkPp0m-5+H#GUOn zFU%!^2_1I|nG0&z@n`BZcg|a-c`Yw5r(Z@WI+&t5zwFv{Y2Qa2trD42Tv~W=dxy({ zSo7wRD>*LP{>hZ2Qv2iydw!h71DEY2B;JBy?ZOo;c{6K+7Rw)nHJsAX&)8rtx$L$z zN#jz_T!Dgw^G-R$?c^ustJ%9dJ~n>y8OwvKD-Yk_vN6%}pzx{R( zB2#lUz20;H?8ZL(pk!8Oh#O$upcR%_g%gOoWsbe|4~W}@Q)t2!>%WbW#U46L00i0l z%61cC%jC@m@WI;+M+NlcPaOP#7hX*oi|5IC(IbLp*XD{1Ol~|8Z5!rpDZ=^*&V`Im zgVbt63J}CU|6E3ht=H>B!Wh_e>*r%@w8iJ+j1rE0nQ{hS9XAkB?)x@$38Q#^O+40( z!J(`hJ6;P*?J+0i6m!#Dg<4+<*^u}hlM*?`E6$0*gy|4TE7!!!PnhH%dJf4KMU-iP~p z+Ao=%oo&;0c6Nk8r;QdCMYs$n$d4iHWlll@q*Qs5uyMWIFcH!h z1hHSBHG7=D{+Os$r|2fllyPVCxEQd}1B|5siYFA#Um4L|ss<{y!EZ#-bYv&IdMk7F zh3)cGerLyuTnLlu(Jsh*901*P=wL2T3>6WL&#u57p%4O$Ss_heOAP6LdLmlUhC-*X+N)S z;Zo+%5vcNyMIcK%_7@_S!AEs%Xx&0ib6wXdQb4xAW@xRc;%nC-3GekA6oRtI z*<%>o4^^%!z47(y9~xVcZnDuaGsjp7zf|M>=t{ZFnrX9eU@UnezxZQ!E~_KjxhC_E z_Sg=$YskBkwtk6H!74m(#Vnk@F%ov_Xi=ZV!r>m4*f3#jVz9k*?j;9g=Wx?76~^}qNY-uyTAJ+Fk~KPp;u z7g7x^i#X@CClI>R$g_9Nw(2RLi;Ig7yk5;|`O5}ru1xxS;pTo0fe2zzl@=e9aPEalc0uV2jzm)8D6-f)~ zrhF+f|J>pHN7?sfXwWY0xthQfm|T3Cgl&^^0phv!ok& zt$*JSs6G{Ub^eU5PUbf*?|M#B|2T;4rpKMT__d3=nF{e1mK4*>uG&vI5ig{u{^Otf zH%pSV;rmq=DBg{)riQ_*zuG8496wahO+dGta!LfEfH(YKodWMj@eqEy5fP{qv~cR^ z6Z&oZBVSo?j8s8AQviebi*?1`za8bG zIsO!03kLCCanH#6v05#Z=?}^4)lX0t;=sB9t8x(MkY!~c^7b+@I$rMJFfsZ5PQ(MJ zrKhfCCNI!0g2FSK0i~h_SEV6~krPSpIp%Rf4Gl3rYP#hdTQL(1r3gpi+{(S1eCBe_ z*agbD%5igH-Z%Sgl|lxLbLIG>bc{x&r7DMtJ5-OX90H!D$&Mn^f{@Z3{5r01f}i8f zQjA4>|5P^VZ;=j|Qxfh-K_Fl*O2_nv(E{Y#b?;oqxC#8ZW27|gadx49_T?Yb#zE41 z_i+TEbul20gYYhIa4%6lMVwN5(ke;u0&cdo%xOT@2QssS8-%rNcT+3dO-Sy6oQFLt zDYtK5<3@h{lG?l9T9#z_$NP7cmY;LS5i``udqxyp<=>ZeA?Zr(6sjcok;9&P4#9ex zFFjsY8+O4Io%f!HlZq`xK`9pH$n zy!LTFk%HzXTkuaeok`p9;Lr(d`)AGSnS16JaHbxb`cC}r#`>-~w`Snp!Wt`ld4=>I zq9~YCH1G^=)~KRTP!(>=O>IxXnI8Vxy=p^t!OtI6jWu~soQdDzuEdM=t+{II)kblg zrGl|Lelw-ps`m@YUV{uC4cKVvHR#)xAA!F%Gg&h!TfeT~e_(q5Rwtybp?CD4?K$pn z+`tF_`>1;;?kK+yy^(59#S(Ux(m5t-k)}EMJ>N-*?iQ{3N$IaBH9BgE_X`spb-rn6 z*-xE-h0$p6(o+9qvZISQfj>q6@&ub&7$4Iq>Th(C{|CsHGH#pL!h5+J7Vf5fc+5 z<3029ufB!F#Z+r5U>M)d7PtCJJsCr2ZQYtl_k#PhO|I$gOLUs$_;^={G!)>$GpUYJ z>5eUEh53GPhMS$M4VzGQZUk zKnhO75)PC+Z(?1_8j)%HJBjf(ZdaloYeii@u%BoxJ4dS)(&JA>BuLY6DdO+H|1PIQ zf_;|nGRxT%P;wetHjZl~dwIJb?3#N#N<*iBxK1BKhlPz*zU*9^#BUvvR~EBhb3os3bYJmh#&&I@hzN>k)<(=BnzP z2a;CGg2^(!r7?Gtz`>(P|M_HttMg3^aF?pb+4fUEY26H$4G`BY8S6( zQn;c^TZ6l)-g`Yx%t~V{7OkKsN^WjOdZgZxq|OwrcmqQOWorQP*JE-Bu)nGqr9*3`msXL=F*QMvdJ16K~z@pcayV+ftVimTR_#PO#)si9|< zWJ|ZPWuWa3Vh7`z#!=FHujtd|NEOUU{OQR1@ip%g8pCEY3Jh+5t6Rk_4ef1f-=}h@ zbgXhz|5SI{G%*q2ZVq zbq)WeQ)co*rE6un_L@h}Q~#z`*rR0JZ}K$=Qm-Q7@@7cYXZ@STsU8S_@qil~#|wz} z%NeqUP_l$A#sMEMEF)v=Rli%n$;r7n{+ee2X6ebn&i5Vf)(R7Y<`ona7`|4AI<}3X zGrD^Qi7DCiK<$BvV9`Ea%!G^>rp+ksM*WJy;+5q)u8VnP``kspwq0HTvQ4{@Dxhqu zjkBr#N?36e>Ba1P`hUbut|45k6=Od$aj5LkZ_MX{SQ2irkpDJvNxt`e>JT__;I@8% zlt#PgF|jl+zetEgm=u|1BeFs)yz17XY#__BI7*iIGytR`C+Dmn>-hM1%-gphE31r| zjx5#EW(rgAT>X!%61A3^LXRxExdn+BS`9kz)N=|+3!6V4_2bkrHc~m9lu1)z=&0@f z>95Lb`mCkps;Yc1T3;%SsB~sp$-t1Wy8~=1(bT-zB%4&L|IE}F>W)=PszuuWz2t)BOwAl zfI?>ZEpZo?S}eF^pSC}j6LkHoXj^d|VUl21WZmSVqBG|{xb%Z*NSnIRP9=T4y*`}W z5q(jj?jaZq4u0ABpr@y2KI*Dx=dWC?R43IL>+Op7m9MChOfsI*;W->>gp$FPSonuy zc~C!6D!nE$aII|1r2Y?Pn!aDf*VO**+brYLK{;|=up5SSa%?Lm&e;nO1eiB0a%CU>L2XTu-S6kWOc zF~_GVw0iZ7Owxzsn>bRSjbHlF`+))&G?hy;Mh}C^JmS9E*64V@^y+bQ1C-Ab=`R8 zsjKy?mD7_H#nDtzu*GD`xGkPuQ;@=-epu_J_sbn2m-}9W+r1BH7ZxYoBCm^c=or5w3RQ9N3-(IS*q9{`I*v|TKR2O> zqM@!AA;nax?W}0Y)(IL7!jU!-T%ooXqD?f0@(0a^i+cKG-43#9y9btky)qwnUJZkX z386?;`iuz2KLFi|Wn=4YPS{&&&%>Tg`oDbltXY*HIW5AG(>I@#fLMIp$CYf!9o#ce%ymwsFY(#( z;QCiSUx>1UtE#kjtsH(^;$o|j$q~1DOkd4#0Ls#70djGGqNFj1+Q&Vg+JJq2X#j3^ zwLG$H4(t#VKx4{nD){9RPt^HI{McHol%k@kem7zGX^C>w!=8>8cRQB6h_6!Z)1;iB zX%+^BUB0>;rnaa^Q{9cD0he2bfv|FWts}uc>d?|S6IMhb_C{o8T!`}YUURSeY%u@^ zu{6lI5=ylfGu>z77ZPz7Dk4Aa*6#X^ms&@%e!oP$urJ!e<#`c5a-1@;YZ#r@l4@Of z8}6B-G9!wV6Cw9izLcdx)7?D0`i~J{ryEOuvenh>{s%>0aK}oeuI#fR*EvSXiy?wj z1W{RGk(ifMEME*ViE4$DU;YXXAPxU~)v!A)asI@5SarC?LFMB#bdq1S7(@Nqx&L@7 z4w6DOW&qMw5V70RcLP**)Zi1d0zeNjE#HZ2hn`RUG_8V!!>O2OtH+|dE;nNP2v4lP z$Lc=x1ae26%;v@^on|Ts&HutcVO}cX@>*Uk{PR{E>-V6~hP7yw>2%q7DqhJ`A#8NP zd-;|f#@I!)cz6t&qUt5SqSt-{&%<6sEDY*|r-I3=M%6Sl3<|(|ca5pF!a%F&&Ah`W zl~9{IC>XORV9lRxp;=VDJMdfanKHzW=PmrfgRFTC`z2a^R_fRj%j(P1{l}NGB?grT zZH9_-mpucNyB2vWgvpk~&63{vG?k{p(O$nfWaUuO*8N%)kF5+msKOvYymSGcoNiFx zZ6ZqUkV6)|`nyUE*tEoG4?XzpPb5mjDy;Pf9DKs6?u;(6(p}v%34@2+Tw0c%iI+w4=}O%T3*FzRDXpA zBtvV*i8`ZU_PcFRDe_BZi+VfMHv}yZI-;_Z&y7~dTNG#b)o?2VGmN#Cwq-@ZN|g8J zyes)hH?um6*h2O*JOf;+ABEo^ZRp?vyDC(S{bn@!F3qy<$^=( zcBPxdN=5$kLbiA?H(AjWhlk=Gs5>M6UT!^t!`^7{v$ucy4o!B< zBk9o-+@pBgGt{omDmI*txKpcNh}pe}EiW(3&({py-?<2c-sQ%Y*Mf<^3n;en0_B~& zwBYP+z@SG&fzbR{Y_x0OwiHg%Sg_l=7*U^v7`|;fpI?gGTLCAdmuy2nI;%oG%{JTs zP+s8~agUILzQL+TpFJ6sFb8BDdB6M6KFcCJ&mV=t;d^?z>dvI`h%6rsSQBoch-+eyYOUfX0KR98&ea^nVPYbe% zP&_I~wzV!%%H`Z77}$V|`GdEw0yf7?xay@0ByfkLA}M_zM}xofoMzNr3c zD;})@QB_76%_gI~7`lG0@&<3j2-oo6GTTmw6?uU#+**lR`1Ua2Rr6}jXUWB*p734^ z0C|$FrxP$Y!LvLV!f)b_F)NtsWNOp4Deyv?hZee;JTQy+roqpF5Waq0-9Fpfx3O(x z456WAY&nc-iZ;QTte7Uo7gp4mf0l0pMQpbmF5XDn8nzmi_bQ+yymzuJv)ZUZ8*h6a zsi>8~hO>9(!}o|rNTJa6t1iHLxe+<<9SN314Ed1H;&O5a$knLGr_j7@*oe5|SBM%y z@nEbA=HAe09yLBc0MUn@Y;W3A4FeiadKlOW>lE)@>c7;oyf#yy z8&a(qs&cIenV7eunCTFtUBy}we2=9z>;=46ByFczU0K(5j3b-yeHW0h; zJVepx1BA1t7BDUETqPj4T*qKk_j}!$nB|JaFGm>e)B6e9XFj>PSF+p7w7$+~zSgnr;k~hM+M6LA5zr)t9%6Qh#-| zC-{D{1dzD<)=Un0sauMUHUz}nHU3O=4ys|{7aR&~53LJUH#j(a!!4|e%Bm+PEm$P9 zyZ|OL`em4xUWTP0v{-uy^|cj8Q+51ejObp8ixsGa&dXeiT_1xx+)cq9)2pAJ&QCTJ zE_6Qg_0g%BNUzylKRcjsa~sEYO?GpUlp_#16uG7Ro>{{T)zXb>?yjT z#p!5!l!3YqYpIZ&>dvIEG4fXlYIt`;6Ooy$mO&WTb3+>?aePI$_pW69xz%&@+!iJqUeSHUuUe@85y=FW-&4}~KGgNhb zT6p-~)Oq#$Q?YgeQF#=V-g##4SAlFz!S0#j!}iJ~Xoa?_zh3V&Ah|^UpnfLOWT9o{ z7Lnl527RM}ZJVxnT4ugcD$D8WADgdgGUM zKEmD2xMGT9+2Xdpu6N{y#`mUVX{z<|6rR2cp#u;pM}Wy~4qg>C$fxD>&v4;O4?U)hpuXuOz-{4|Ki zt}E>>yt~2*Fc_71p-cMgPBo&#Hb#ztISQn8oHf3m0#xnF2flkxU242z>>MW^(XcP- z|J`x=Gh#sF$Hv!l&u{ZE!)C)TQJ(5J{@R(Dg_uM_;Q!dHG(ikz(kB`tlN~*G!fXc1 zjE|fgilRD~m=WwuiWqy?1iJF~-KC4npXIn=V(z-aXs)yz&yc+Mq^gvH0CX z-`ZgU{7#5@a_%P!b4Elj5GwMamfzMpCSwrByJd1^x>*4$o;@4Y#Zt1{^N`r?!c znc{BN9)*eB$P*PUai@)2ec0N1;m;BjfBV&?tL;-j7J{`?vWH7(%AM4-> z{H4%9k(j00plz;o9CuQ7(Fe`}QdQpimdHc63CUUq+Gbo*Q~wcPQ1o6Lq@-#2UP{Wy z16O$QWc)SGZzsq5`S}po9p4E(p^bj$TwdH)Xh%5-0ccfR&vMP;OL3T`SC(?d{KRfO zcbSXHNHNnndU#K|D!u7%F)9v8``sRH z_4~QmUM>AnjgHHPZ}^1)-vO(Q6p!V}_EreNI{sW{rptuBjy_RQ+2cq5wc)<(NJ^jZ hFq)T<{|Bc?M?B>-(+(-Z9h1k612y&UVbtwj{TI7`r!)Wn literal 0 HcmV?d00001 diff --git a/articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-services-managed-identity.png b/articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-services-managed-identity.png new file mode 100644 index 0000000000000000000000000000000000000000..f85193d5589337fa99ac749533d3e3ea8533f1c5 GIT binary patch literal 51759 zcmeFYbySpJ_b845NQsm*C@6?XcZ(q1pmYqw&@jNzsiK6mAYDpJcMeFGbl1=wLk~5~ zZ%{w)_kGvzu65UUt$Y8tYkeOU@XUGk*=O&4cAsa0)l_5&aH()HFfa(@<)k$*Fz$ZD zz__)34+}lg{W$=H{@3NHrQ@staC_w71U9#_1wC^1Z~#35xm%fIV7O1)sm&0yKEl7U z_#D1KZqo4>=WCs0XK{0QjI>yAdD!BW-14PI&cxksPrBbIvSQ*7XQ~UxHV=_Ab}eCk zCF?tLO_L#r`&FhJPT0}%nI!DsCeS1^t8ScSO&@Z7^xt|_HGjrap zi@?mXf`*q6)JP#SVy$OH%EkcSo4ZVY6~HhC7=!DD#wd1)l=vkeJWNGH z!E7t@sVbTDd3bu9sIGb~G=m?lq@>j3rKJAh3C&5ePn4Kk>r0w;W6dlEGE9*mL9^Ts zCgfy}FA8<;;$;;M{_yY4G9Ju)Ebr(@YJhj&_r+UUgJc&M2eP}(gbysRnO~E$9Qet9 zdmW11iF9{^J0k8sNPLr>D5m~$>;+>=P;l+l4+{6!7?St^VnA?$CwF=Lr}eYCz=&cu zqSRHNy#cOtQYEZ2>7{2Q1R?JJ?)D?YLU58m9bJu}f#4kcx(X@P52r*5VOTu2)!oDt3s zlsT0hq(GKda-L2gO-~gqpr;K`$c#Zk99Ps`7>&RVET>eSb5| z!SLueh_j6tgO0M=BPp;G=n*eFFFPmOYj-PGZU%AON1{$<=E54%GJjE^KZ!9|Iy*ZE zb8xu1xv{(Pu!Ef}IJks_gg7|4Ik>sm&=7184|`{TJDWX(@dm{o9MT{N(8>QMp|ApQj@>dFId2qM`95}exIXUd?IR1SG#QC)=8p&UR z{+BZ#T4+<{&;UWeE>1wuYgdrHGvmLbFa!Q;zJrUC?QeF>fE*xOkR2Knf?k#DKbDl0 zS62Jij2jVHSlK!Jo`n|ne?U50ng5rt{)4ugC%@VGcS6w9|AqHIp#S0hH!vDXSy@;b z40O36PhMJ#;bwhdGceG~O!)ULP|%#u9Ejct9$p|18!y0Ah)qaHP>2n{!zBnZ;}HZ1 z0Zso6mApN~8DI|t-Jn7vXSYJ*;R12-0l9=Y*|>o~5F4+M5D%M>02eQtxfuWi;s@{v za`JNi8wyn?E3{SuZ2z6A8&qa!Q~-0JIVU%#Ae$+`l#>ljkszBOkcXd*hmX^YSAZWR zD9F$A8bclS z<`fX-;@0Bg7UmNY<`!V%M34L%JlM?2+~a=-ePce4ME`8MoD~GUzQ^yOKQ^Taa{Tk@ z&qrIU-^TRl(QmU51_1xC00Fpy%zo2}#`WhB&=O#80YdwazY6=$xYhqc83cLF1vt&Q z1ljli+-PM03UH!#kQa!)@ZSRdAMN@das9U>@ZSRdAMN@- zCNA9nDyBg8=nTjWT`K9%f7?cvSy-luveFo+o1b)OPBeN1$3adPf`Rey>CNvgd5tIg z=s|2}dF9vG8`$^{M5xW$#-uPX9%0B!OKQ1K@67pmYmGtSC~b_e_76xRF^!H5`MW$B zS_MV{+g8zQ`dBrfpeK?M-w_I*c}bs60)0mhGw6O=KZ5cN>6yM8f{==l4Yn*`N`(cB zLGfi-A1XV2lYgqzMxXago%bd8yo5PZ`ML$u3bw?d??soC`RPvOgpt>7CBoahu#!ZS zE&`kA??uTSkath|?-lS6^W(qnDgMvh_hYdQa9WsBJv?$_DH8I03z~z9V}}S~%l5tl zk%xhyVRo=5V$r6w4N{UTrof`8EMOw2VhmfJJH#w805 zy1BYcD84ZW;yoEKx9hY0+DZwhrD3J1DTyYpdJ%QJ>X+&3@o{W=OGke#^YQLhx$D5Z z55f?msAdWG&7I#%MwS0uKs*pWpfiNCE|8Sk@SFLIoF&wPA|#wRzkh8(FbU^CC&W|5)BC zpuv3vyp4~nGMq#v%%1E$o55ch;dUg}1RJ)k$)q0;Wnau2uRPHh7pdadQt|6Aw`=az zvv!P`?HNtyPLhOy5yOtc{V|MQQ#wvI>9b5KrYhY$J9coZ*YgL-TzOs+1w3nI=7A#K z5_&W%i6bR3qp#N0PsR1SXi(R(v#EXzJKo6{g1QSFkk*w+7;{mUx&cX9id7cuVnT;X z@a@$7S-3Wx5j0XH=Y!N z)!&}7DtrzRa^6szJd_H&udZRBq&ro7HeTI02A-jfc^A1}j>_Dg6BXPG`;4zTC)1*h z3I=3z3!=C&>SiU{kK8)nt$te$)7Y8s1x#tyTZt3jyX8#dSnf7qFOG{_##<_c!d61& z-I;iwF?Y*9oKd+ZRj+MyQ!x*Z;AO=`nQhM#r#L|eTFVS5&w~;xuU>gW&4rA;9DAU( zFG~_?R66M~t>49FwXo%0C@?2{7o;5Pm-OCy*pU>WKUQ=9j+GlH!gKzz-c`frg{Yba zG-LX5V3GgOUSZ2<_-eFJDK&N=vCzvA`>QTVQQSN}dwKKVj)}@zVZn4=+$j-B>6~cN zEIezl0`e4M&jA8gaP!a&M6h=V1Nm!tm>}xg_B0YHAM9S+#Vm}=jv}uDf3eIdE`{-Q zr*Kh{$WGO}pr`qL4A|Q>3_V$!T7ijDl3*~++rYiZWoOc&Sd^e1{Iw%&p|>eO2YVxZ z<=rWXEtqlrOkm-`%{EF<>{dWrO3keq+8l6ro?*RfRBBW+qA{+YwfIW1u=cMN`E2XY zf8Wt=`o7gN5>f1k0iqX&`H_#Y(WwWcA*gwB;O-W6rMM~HiU{aC!ZbiTyl zu;jmosMquB;8exNk;l6bB0niW)^c=l&%V08VAgSvA`Wg9v6LuDB53mEdG=BRQS4S$ zP(&cd04)i9vR5KDd{rTpfQzyCRr* zc^EH!Sqe65pn`O0Wm0*yBq)OUNdj<6kQYjYLu*$*Rg)RX=VG_-%3`y9sFOnJRZKNb zwq$vFJ#)3pocAkDX;^N<65O(?)0fnG>r1>akRcy7iKnG$IPu=c)AUgka7+t+cnuk4 zs|HeUBHb=eUr*A*w(&@_Oi@-`c=mOPLqCVIQ*3E=)O}ODbX_c1yhOf~e1*!LhrV2} z2Fa38|8cey?Dad`3fjflCHvw%J-(PP0gFB{ zMMkZlIKy%H4D}%0tJDmRp)qcOXB2k_$I2p$5EBblY_|pu7C><1?Sa6EV~C3Q_b~}G zn^`5NLis26vE|H0Yw#aR_<|RDy_UhcCk<|sA)B45C9W{DFU0Q`gELn|dlF}4yzVgR z3%DSvtS;wppZjbwgWi-OYl)qTxuRlXq=$9zsy-+@r2c+~e8BxfT_I>C%gbL9BUnDV zo3+-T6s3)Xo`}KUM>#*;%lum!1|?M$gaOAr5Bd(ON57{tsPY9>dqSvH7w zaJTQfu4|#Ue^hIbPuKTWhS}{lzi)WY&%+u*-(LdRUy!s<{HpAGeVfjA1HfeDMmvAr z@8-VoEwFpQ_~qMiWg21UAWB!SCT#z38ljf&UVCfNs^Xiz@To9rkGi-w3d`E)dqCJ*pUUUrSRgcc!Ur6vx#dL>@8LUsm-;#{Dp2dM+s z<@68;9|;mFK}8Q}{;bSf@tW?*itE@SL3!pEujr??wI?!uW;s+7+Zgs$b_a;e($XDr zO4y=AY2%74NfD+X@b=lRjxPaFpKco_>?lAdqc%B!(>nlx`8 zB6`eX#RSQ|yoUND0mP|V9ZFY(RxUDRP@85M;Acsjo%vmgLP+NJq@uZZ!9qgOjD9Ag z(oErae)X+yLhv}}xv3$U?}k2Z$KzKtT{GpY<(A9Q_(Wsm#oy`cDLAf9@}~QgWHzotSsH zW9Nqw84yFfh!8)e5SZh&d3hMgX-h#D!JMgnaC}Ai$0T@?I}yg~-72DnhIgt`Zc%fu zotv@JAd~}muWX)#roxUCm?hdqu0Mm3^HKX_ep@-SPq-{zUhQZ&r5P%i zmW93PY7Mo={wKY*dctda>zt`S302It*E1@T&?u(VZm&z7ACl%3fG!zq+ibIp1 zF)h$sdLBC!?~~?AfA3f&QLxzwEBU_ttTKkVh8Jb>#Rl>%231eC3Cs4XIcm}L3qvYj zFzn*cO2qhn3oOZEF8sVYOAB0_4Xm51-vy4@Ud^f3_;OX}5L^@09`-mE=vSxuU9aoc zTpgMX4>wecAgBZSP#Pi5x!A_*lVVNv1It0L>b``LWs5)AX20`wPVjkP zDDoKQ#bO9eWG$-sK3~n}Ak`6$oEI;IHHm$E7bD7F=UQ4d7(O+zosp51*mK1)c_`2> z5Df9NbmVkP<)Db+PRdfX&)HK2tIrPxZP%tbV}q8sMZY%WAoiU=IHxu;m##g^C*Y$5 z;iqYReeWY&3B_((8z0?w*~*R96HC2gkbm z^>5}pA0JzpUI%Aqi1`#0V-*CdwFn&Td+#KTv_fvHR2(;GSfsoCDhYwpy>tH%eCz?r z9Po-fz2j2Q=th*3^sUgIg|*t7zOzq0UPJRe)6Z8!{cI~w5iuL>p|p4vw+rp{M4EX; zFLILHY!Ag!dZc|fpRXAJb==FAN$FNogIL5O#x^|)Y{B2{m2ZWlfj?B~#THIVcSM&% zZ}~4qmrlu+A53Lbh~!VzUkQs(Z&I`K`_R?KQJroKm%gixi@fxKuT1C6-Ft_XNO+sb z3&+Jl^pzU?!w~G{RPHfmLBoi1EI*$73Jd@oqaG8qneKv8CJ(#`6eF`QsWqri;I$$~ zofxCqIbu2Pn6&r2QA#vxUv)Y_!u^cd>i#4YG%zo?7%se?W5>!g&d^mCG1BRa>|(U& z1g?`baz}kEo?Dse`Sir#OjYdK@x6fX7l-CIPYie?Ri7%DjS5n;(nG67sunzvv=|yi zDLYAba#Jk?COV^HKXq?5!i07QN-nyyZc2lq8a zI4Qwk9cyK{%GVMYLz`$hBc%w1%Ptt-Kv*>Ke8*!a-+ct+3-E1Uds`s|o%nQ`;d`ehn7|BG{+0H5Ww z#g#y3pOWlOiGiqfxtfLN0fvqDWxUaTT0`-CR)fE37kx5`xvoQ9G>?6obDX;96v-HY z*(jttt2!It)6PVtH`B09E21#-e$Lk0ojoM&zLKOZ(vj<}adCP;8RaA%?I=3sEi4SH z8u#Rv5RG%1M=Zx2Tnl+5x~~l>^H#h4Eaj(4HEf$ToHp7aPHGGe{zQggt$1_*}E$gyfh()35%2~Fm5VX?pnh9n{t8iyEFbjmk-pm zwR=I`-B&YB5`C-M2F*9Wny6E_L2UA`d_KO!LEYaL`s99um|k-a87r`##Q7#%nzrNm z9wl{N*wr&)d3F*jkv)kFT3`0tJ}=}HQ$w1TuI zD-wy*m{?1DC;aN&_rd+8;VG>G@IsZxz~C%S-;APe36yu^$aS8iL8UIi5+T76Kn5@714b=fo13A_@cWRaP?9T2h-mp;K_RFnuSQWk2?qT5pyXUh?{aE zDg8v*+EDq)T1;ehF{!N1Bc|Y4Syo3RC;d7}wW*IaFG-WY*U{qEA!Kpc{Etp5pXr58c4HZ z4h7xMwwTa3*MH=3OS4$WhhW?ob)l``d&-lolJfBQ`g}cYpbXSos#kcm3-)7t`V{kb zASDXkiz5`HnOHAsaH1g;KkN0K*(+(DtOaEAJ$Zr@T(iL9rnsvOL#r z{_ad~F-{EDgY7&Wuu(@c^%Z@EX5+T{p}i6)2Aq_kVM{88B+j>sJGL%AN z)xB6fF546eAxkozAwFA5B&z{~>fe{wz<^1B*orFc%X|4plr&(8(=JC(Sz~bUD(+Ij{>5? z>ARxgC$o)B!MeCD!xNLL^21LSjN(Ene`QgPb;1Jdc&FC#TG#zcn#ry{y~DmGwxJUa8m`m&Acmo-ja7ztMqr4w}h9ukK-#bHHVsvj27NiKI9 zmst5Fg~$I6xIsa3^aNX(!-m+|SOk>RM`K4AXUAvjG$IE$hIE23%8e3d*#6x{(E}Fa zT`FwtqH%W4Mnu@z7u}0NkAnM8# z^Xacx@T-V&fEleFFS54JBm)eM#*nFEtJKaOCP&vzkg43t3g7V|l$gJsVNHjU$uGr$ z}osG(T!87zIc2>?QH~ zT|7;QGaQAtw%vz2a+zz~8n;0#PD3tm=PK7Z$9IxSms-YtC_MXPdkp?IZ3(g8l8Uad z1Psr^Zpoc<7EN@T^kK1*=u~%NMmHdV1`&N0bNT@hM%?~ngnEu_dG9_Ea@iEPA<65F z>vQAb4CjG?Q`f}5+!r33hl%|PQH(7|N`Z+<*0j|*Sv15AYVPaTdhAft+Qy7WEz-tLImXo`Z{-CxAzeVJXdvaaFBt2Nh6(a5BORF9wez`@-k%I@gvH zNk!OBwK$us)4my)a|O5~-uzL1>3(U(fM2P59;v&)070E% z<{vPsXS{OV`7QlNPkj;i`ti0HY+%QW_N~^N^A7@KHF_2vcl5mscIw9!Zas)E?0VgP zhrNJM>->Z9_3m3vzlg6te%v;O!E=@{Sqa0!BI*C?laLL5!n;VD0dXd!=ljqyQ>ZI# zk(deJv8~Y6D@-;4G3n+>ca3C|jj54Wy@7T+UMAu*^>NHmv$%J&Tqq{CO$;~m!3AWj z0Vc}4z-W0-8(KtDJzr=Z^ujc87}nM=$mMKy!xv{UAn-ayB`f|U>|(IeHOlN_Ajpiz@0o3 zkL?#f%2Zvb0|0M_D(W13CS~;17VdrVq~hmyeMtDGZ)qP7!QO*kA(5{d|_dsK$cmkPZ^H;7=%8>w@h~fd|e7uRkA^u3E!>5<-rGc_F^swa*^hNjj zJMZu;WUU9U1CD@Y^xv(o@1E{Do_i9UAI?XYmdEpTv>$QQP(U=#_A9v1+pO_gM-SK$ z{*6rr_TiB6ul8GnJsy&J=3Wz@<~BJQ;&pwy7@V^!h2L824fQFr*k8KSn}8yA=)TJ& z?XxjOVJ_xQ&UWOJhS_@em+#}&_NxxPQlqjt5pOoV!;avTgrA0QV5;K0O`pyKU@}9V zM;JQHVE{w2Sr^rhpMVyhGFN9%@|Xpd(6rT~^<{eAwcQj_A&I|~IJwI0yNlA1`Tw&g zgIr3lAN_sEUGePE-(bnW-S+?bedtDS&*k+Y`IfbfpzBV&f=0hQqipySF~(?|`RgiN zsXw;ePw9huZ)|KlQsnX>J1vjQQ7-Kc{EOn` z-JjqZ1?j&>_C5%|f`pBYM#AAGCfD6$345CLr_A|}exvVqz`YmT^-jch0V8c7CI15j zZmPG&t;aXU8dd%-m7D1w$+zL_5q{H7l31U=zQTc5rnN2K>U|n~)r)BC29c-aWIW>j zm~5=}(_{WT9CwMvX=%W3&HeQ!+*dcNti0fUcI(>&Oibq7?>gnA7I@y#wTQ6;7U?e> zs5_6CQHt*$O;_6vnMJ+CEB}F8@}nr|IOM4Dh?f1TnNaJ&dgQ?S<>y#`XzF=KNGUS4 zx@cV0G{94xhz?g6%hCNgv%V~-G9)sU#L6e?a(%#}5e4Up3r|kw8!yaX%F9WmIo{oy zt&LWdK$5-#rup@s?#{Sy{t@t9ijVIGXXu?H4?KyouF&aB}sHC5~-t+tU z>E!+MA3qxW+|W)PKr14ICwgItxyH+*oo&?J5jKE7?P_CV<5*AVIP{wQU^ULT3|-YU zW&rg5NN$N|L8?Ps0`__-Xv2{?f;n88z0{PJ+TE%z6{NHA-Sk@c^j2hBC^nsGEWEs^ zbFF-j&5w#l=V0MQ#~IAeaR++^-}za%11~r-aBu$?Mg|%bJxh ziq2~PVxI052|M&1dTS$Ub{sC{0|*p@Qhw^NzO5=3UE(ag3G1}K5GQn=KR<83$8AV+ zUR+`~F8)sT%S42XriE@#*2=9fd&~&(Q z(04aoFJ`18BHTRBhO*zrnlYV3wxGR_PP<_NUYdmEz>%#5mVoLZl+LEzvm0=~`nC?s z#$GoM);2-&jQqu7-}~V2h?+^aT|-jm9G(!}Yd@a%^;esrm8Q_lF!aIillz7#DbMfz ziA+L_1ZR<@D1G8z^MZko%QZ>NK9?tBX6Y4IVtNXwI=$S^=G04=}6|yZ5a0MTSoJ(ADMTqM)Ys-YMtOS$nczMx>JS4+E zbLHXY&MholO|VE^JDq_qT&Hm?zBj&lb#(9V?o^|DucvW{rj=|z8^FkJoa3s%0QN%u zI^psq3%O}sE_rjh7@5`%SA)IF;>92WF8`LPp^`oPTKnQ(?*i1SD%vD{n-~BX6j#5V zYm1kE`z3U(w@KIpIQj^~iy(Kn5@XY%OwUei9G=M!Q=t!c&3qNS2+?Kzc5NFd$MNEKopy7;W=$4FCHL%m9`YmRc#I1(O3Zq!BS zCn$ye*Au_Hg?n%A7h`DUam8438m^ zYx8VzmHd#C;Ox|zg+C4mtNqllvhU4H%3CIUv?J*1^3>`@`j?C0(2k{9i zTaOXQNS>O5_(n`qlbY5no@OX+@!LhzwE^<+;~iF1HoO&)<)8Zj~m>Sz5O z`C`|^tPX;A;`YP(cX*aVQDrkch~nw!QV+%Yk>)%&OVp4H>|}VcCSTx033D!N+wz0U zvDw(Cw7J~8(O^@0Ju0ss;%@*ES9w=>uJg-^bi!TRZl>~!kbqH0dvb@10IY{O8>?vsJ)L=<@x(jjo!)1H&5K^XHU5kSxKWya zRwjR>vob)f&PB4}lU+lMILBCV7@*;{i3B<}R zXYGFX@?`$$&6@{}Kh;bEhfZ-Aw=5DnIeOtD0KrM13wa zb}5Oxv=nmR#tlid?!>y6v!=1{t>)#%t>$V)ux$}eBKIsExFCQ zJ^vp5aSg>+2*>Nqyv)pbMI)v`S6V!}2HGQZ^9*JAd?B09^vJ?gWt02QVXDHO>N)@` zF>&s38qW$(5dtdtzHgwa`Pf*^C{nUV2d|cOJW_)H7?RO#ScW?zNU}Dww|eS0czuxs zqm$O}aja4{+sr_i(k4kO^mFLgVot!T7Q;o5JW}aOJaPlaSTa9SPA2hggDeuODK5wD z-ly_gJtb{Rj1eyX_2600&r~w+otA3KOP{7XT9sd)5MTEE7=zb4x@r->#|sPd(?Wr(lp~sEAtqE z|7RMjiOJPP9L=M1Wr>BS$FDBx#nSuMmSMSjN(Y?azd04A)zpZ;U1}#N!d%8XA|j-= z*BUWgVu{mR##Cw>^QobXnMHw~mL>FM>kI~~yg)I&o~bzHS+!LGs@H`fLzW6fXb?q3 z{E>U>Cv>@5OVqdz=1+g1zO63&6LFsT>|E(H2dc1d)a}DL6;JRSINba=cThB*LL|GM zSIE!ZL>>aI*6#W7i}x+1w*0p8MNSANW3`+u0x6L{NMl?2X-aAO9Z>i{G5wHBS3&{JQBMCHrJE*E(c8GUoJ_+cv9iHiQ@W_*%8BD|S~%AXVO z-N@u6lZ$2|{KO&B{0IC`*oPv8#DjfoK)`` zO{*(m^Y}tA!m;?BaV9^WEPR;^b=P?Da8fui zOQbj6`bE-Wh8&gQ#QO0iI~hbzj6nJ2;PNoEIrXJSe3#d^DA9%px9S)z4dcYmLVX`< zMSC*FlRT$g7luwx8U-B;<*8P=suPHok&%4@^^bWTkXpm&Q9NBrEG&_gf`^Pd`iWcu zjZ%<>TuDV9j`X!It4&A7Mp54e8U@PuR^jlSl zN|*4sk}^+Th<)X`XIafu&G(qPJ9ZTiu53kruW|J245t(72ve62W6r z$}y;^SPC#ok2!eQT32FT3SihUvikmQXdbV-o_2lwXA>isXZmvSa#Zb9&LmBbCI-Cw zdYs$BbUu;ZgJEZdRKrojKHjWuParG6llev>#3~UflptV+}c zKA!ztM>4Z*=KT2+YE^cC6-fMa{&sLif}mZk+u>$o0FTq>Zpgz09dZ9H_2_QYl+rH| z8nKll!7=qidYVbOwyGte&ngc!)cNDK6!0Lvx*bby>l$=mo7Cja=z*WZX{cCCU7PpP zGKMz51U9{k-m{^42m#a#E7c12(1{2IlB86r1{XZ-L;F1PY2n8>P?kqr7%L_NJ$oB)d%q>-A8~c7&FX~k|Gcc`ndCh3dY8Y>O#ZX8gM^w)(0cTseGNGX?wS|s!q zcVovO7e9YOe!YO5ld4l6-Hw7r2GD~SS8s>lR{N0PF|lRstto72n(2>*3gJ!A-%+c+yZwqexEr>pH5V;U$VL9d@aG;Grmexy zttZ^p$zk7f=%2u;-bC@}DL;<=)M1f!9_W>4`MY2~R(mNY-G4s;G%657aBeD>*oeD+ z{N@MYkER=qVet8$^G^pU2%igG!QaRMef{TsqLiF8)>yCvDq-La{`xEz*^NVrDi68+ zih(;fTwBY*p#4u{#YxYq>z}4|*MsPPiIZ7RPtbSaWklMg#P<9fK+58EX9KG#yM*7Y zV85cuTgl(cCNGlS7<7(g9g3E$g|h!>aO_V>6$M$mj6<*W_mT=h8~zOi=!?=6Yn26P zXt-c6-jT!BDL8(3i`-zgyOO7|aG3lL2$2v0*3(DFlhO1`;`>6z86mwJ3n9ZOsh*F$ z6ko4gXm9-mi<0C=7uZ|ZhnRd}o#*K`f^d(3kv+|tE13`)*>SBW)E+hvri@Kt(vM8?UF@81d0gb`{A+8th^%)Y@#w`|k9?bXB$gfG~+*2d6mm z`waZ$8jHIehC<=%9Y)PIeq!=-#;S)NvJI+@#aZqEp4TGPk#V-}B0>>;5i^c&1s#?< zqEciW!vG#3{P=R z+G?o^7KmImUh}h4`dj2kn?>SVzO)>nrlmo=3}k)}OuZ|Pcrv*7{vwL}P+t3XntQ+j z`k&zelTJB-#k7)bH&HC8zYSIsw)K#NzaDcv{AEeIA(UW;U#Z5?Y`t|EodEJ`G(nj9 ztpXkqs3dEt%@1~M-S+dm22~1HPnQOsy!?^nKFz-);$tO#AFqtICfaTirvPq`1<~VC zZk%utNuJEH$i@0?>gaSMox0?m+Kh$amBom>%9o!w#DdM7!W13kbcC{^I2B$udoNRO zA-GPU8YHoJz@omkC*PjDhK%dxCpo${H-^&)jH#5&D5)LYvw8OIC;g~=6+qyw)zAJV zkLyvM5{t2s!4)rEG-u;V!%|gSM#kYhHje3?8f!{BVerAw;L(EW67e+%v?>+ei$N*;%g%_PM%9^8Wh;{>K zOj-(vo7e4rN9-CV#1~Ow-tgFDM5kwTZ_!XwXTCXcFw1;4(r%-rk0KA_8r(`{J)@cp6*-Mn$j zWbq-??@UD7#itFCoz1;Gv)-9ziRK5dH_yHsFIDQEcWZZ1HUzsQRs*XX+WU>{H2 z1&Hp~(KwlVI~CG1F#fH*Mk;0=7S-@%Hpn8{RfY_LS*EJ5o#j$evAZMd#xAKYp`Ho} zf1FTI^20mBQX62ql&jiRGq(r1Bl`l@I}Jw=c3TjEP<@r|ds0RqwRL*5PMEuXcXEY91D<`hmeY-v&9amDs!ynPR zXG8reP1L+KoMhd7xj}-m0H*tD26EQv z5K3SRtZB|M9U>u;TC{%%K3w&F*@$t>nKqfg=s!jfR?x3SOR1FYp`Yvb7;KVu-|Ff% zCQN7x|7f}WiknEv(+aqfW0SfDd0yoGDOMg;$thSiFrK6$Wa#O`e&V2luuxly@qc~C zHJtL}PPLbhP=A5K*1)NaZixS3q3bxm^bc~VEf6c$KKUzyk;JHZ+M9_oG-dwY5i>cL zC`gXVb9ATMB3m54yIIZPP1@PD~<>$;e?gh;e%*;f04T3~kic`?X@pE&v_4RH^(5BoQr>MK} zu|p%9sy?quu^K=`C5neu~Tj5 z#n(=qz$KQnpw1EFw|oIENUL#D(}cGQcT^spO>7qR!Y(RJSb1ZV59rqEwmdA2J{&z* zjh8K0?(ih{fY$W082i#T0@2?A_@?c@IO#UAI>;UDXdghgJ$s_ewY5V!&ierZ*cY;y zjZ5`>hBcO70^#m)49`%(nkZd>FuFt<@f9~+E&$j`KC(+8q*&7`rfsh5cKA# z>Dv%5`qtSb03vf0eKoVA*IG(YhjBN)EvZB5d_&wKi*`OD->-zvwOdaFWv-Xz0&~}En|5BoX+150>D`eM zQl5`pGCHqbTWSJRIfk}ux+=$N3hTZ^B0oF$5kW51r^i#bLxUS`i}d57F6?Q@`bg(e zh-7D|4JKMoAGe&7Bo=Fe6~9lU%$`(AO2so)HcPJC%1wDpL^w-O6sErJg}8gPH5hYM zj6my91bG8d+n~%N@o_QxOkrANV`+|!Y{eyN%Yr4nFgc<+C`6kXG$77hFW6J43&>}_g9RSJYjZI_9yEom>yF`Lx~tOkyQ zynfB~Hq7Aqq?GTewe8U9xfweoS|L2F#fA>a?B>JZfqUEesoyK|Z(GsME_CB~(Sqju zsYQhvuRhw%#Hp+xai`W;5gxw)#mG$=4*yAyuu>yc4+5d8%J%o5Z>vW7-fz^5{3B8h z%1f&$uXKSzmpwm3Bw!O!5t3&%Kp1fBNNzpa4Lax|s=k$18s1sN>X@cUw52w9{c$Xs zAixtK$}}|4H)t0Cmo0E@L3jXD8LK!_gU$&g{7h-qDO|YaHiU?#8{6cV-x`KDi0akK zm1c=19;xVN~x%c)!y2`%^oB^Gb>Eda(#R6(Jy!m><>0dy zy=m%t)RxB%e}@+g^AJ#w<5-zbG#!{OOmyNM>>@$rNsH5Pe>Q}2n6S1f=ndR@f^siu zi3M)CYB6gcVFz}oC$Az@pW*Z~6dJ2~a>~bf>`7Wm5I#KKSs)-5V_})v3NQ4mF~$)Z zSZYM^(Z$v5jb+R)cQo`%*MmdH*4pc|H#d_bY6+3fyAlMW=#;ttMI+bwsnR?A9bI&+ z&$vpA@#I_UaC_w|#0MzXx3oS*ebx_)PMG}C9P{P&Ws(;S>rTqNiKEF51RYd6cAYtn z>{*XpTCcmrNR*CxK8zeU(Q_H+#gA-RS$-ai-Xa=TdnM^czJ>o*!k+LvGNtmmmf(xs zB+@FND9N@pbzDhP@gq{TKciugn2|Ad&v>ullI&tS$-aO)C}DzPyS+c3TJ{r(m!!#F z+VQ6A{6SvU_t2N(?~jKSb{w^aCTH-K1v14=zva%RrJ*^Xh&_=x_N22(89i{cAE@!; zLZ^W1F{m^4RC14p+34=iPDET3%%^C@1tro5;knXDT6?1w^APND5w2egNX8|vB{Hvy|BEwh;U6E|FoikRxqJM90^$F9(iRc-P-mH%?Z6~s4 zj#7P(z|#>$y=nyQyo{7AQJMg$*&%YtgNZ$QfaFH zc-THxv;I1MP~av{_p1N=A*GT4CNqo9a~fT8VOXcQ@VW$0!)$V^7KA19>%LQg{DcKj*! zByrIIz*-mj_}*x*=ScB7MB=kkG2H}GuDFON;IiY{Oek~uNZPu0li?*9y3Bn{djI>h zE@9X=W2N-(OdN*-wYv zq&3kbY7Ke9*(mWra;SGfYa%2?8}D^gPnh2RiGc!w!^VmUHj_R%6Y6?2G_c$b96g#e zHlyxty*W#2XL0n63PW!tMCIfdv+!|0M}E|RvOstVZ=$7TCb>ZWttS=rodo>#tranVH+P2IMcByR1Pz3s=lty0^dwA07q9^xe`g@$1+ zjUOkp^*`Dql!k5kh!E?+FZ3)Lpeo6e_(D61Gt`%}aELx}`CeNi9Xb!?bU~SJQQtm# z!bX=~M`mE;@7zSZX(X0<8P#ZD!C-&noO5U~R+V=2j~G>|EX(@Z8Y)FC%X$wB{k5^6x*V=X%9A@K=8l=cjnG!2 ziK`AyA~;xqK+s89XX*^RtDR^ratkAr7xwLjkHX$M14Q+hK7X}r(K7eP`*9vXKt<=%>pUpID z+DUm?r>W{w&nDH)>fae`Jkhy-E=fr5FnV`f(M9~#C!VLAwk!ok<4gCFehR{THhMi^ z5%0g%%#67Y#J%((U^PaS#BRdUrF-0$p>fs7O=W1lKKv(begmT@%{Or86Ea95z+F}O zFho$k4G$7;eM-PEP)5Dh92`@;@L1!< ztM%hI-O`7af1I^~*)N#1wnHGnw-QbhLPR959Dh7wNM;tOK&6vzGQ9P^g-4+Im){ z<&Ejpv|#+m-`2lOfb-Y{M0^XC%6KB5$q2=9BQKl2pMvktdId^;-8Y6rN>(uRc*?m}oZt5; zMpZuEY`!_uaAr#<K6xi&ZvIh{H%$pACY&(J#e^&E!CgpaO)pI6=4NBWf%HO9W` zc~r$nUTsmF3Z?F-tf3SeqEk$TiVMUJ9xGV>|P4do!L2aEDfc+`dx2Z^{=e&>2icj+n0G2w7)ye0490pp z4L=i)9hmh=s$FZ#0~zOv#c8ERznX+i+x|E2a7d5}gay2end&e$9m|T%`=Mz*X?mtx z#bvCQB{pK%OF@h1Pe8MHNoGV?ddYmt#Z%vho*(H=hcXxTrlT`;-^Qeg0h83;iku<1 zR+)H82EYMF!H+oi+e~^%d)riQtu5f$uH>0{mMD31{ms8>37wtw%l)4m(SH{#q<^v>ZSwTVTC=jz zi}A+nFX|Qj9{*6?923ZiC`OwqhD*htehtOkB(+5+VRb7SXS$_(5<#Rjoc_NEQyqt<=sii?Nr#JuR?i-#=Adjx`AH zc2!xF-j5pz`pi9!Vm~(6`Xt0x|0QdmFUmigCsg4|>Wzr=7Qv6Cish&Kt_{5(Rw!?uElKwYNUBHH`THt$ z6>XEvkAj(pT@>H2mA>Ckiio{j@&w65+?6QjbAggg!S{s&CyEO`w?lvWV)cAeIfFF{ z6Q=y);GdnFJ<;5KXEiJFfz6O^zJJ5d7``2oOUUt5Ke=BtGsD3W%MwJO6_<5t3J;T|I2{y-D zp(B>@4X>WVNrM##PfG+h{Jgts?GraMDqkqt-H#ieAjguXq9fB%T^+92#h&|! ztECugOfpuQQkn@y5BgLt{)2wHL-KbA-4+waG3IxM)!F4v z9~O8QJGIbSMAS68C8DVspaegA`Na=8jco3*kODkym@Zr7@ceKT#=q^Xu=n|@dG7KK z-%IchI!PDqlUqn_i{OfuR7-h?9&BE%1#3AhplE3j@a0s+{|@0=)&gUXH8fWEQ;EYG z)w!Op6iGB;d>Zl{hY+Gf)(7q zOE@g2LbJr>&V2%*g(L^=5Mu6rL3dORDQzC8JkhrV>2VP<*Mx7!cYTt|twt&Qb4FOoYhd1o%Usq-{~ z;-=Har7niN$uCRMGsTO3&2Op;QcuObiZ<%-V@c}Z%j9ld#IY^$Bk-j)&pxuAi(TM{ z{>C*BdS-guxTwrLFAx zE8ve9^-`6V7PD)O$n}hfB#Tuhmt58_HXMFrhE{r`E)^jyM=H5?Rj7i7G0KK9nB%f* zBm0?+*F9Uo!E;pW=O<$jKrD)F-Wydn_db^>mr}YUau*ityH_NAuV7%)iE!Fs)J9RY z^7d5RYu?I8(+y(N-7Jp17BlgQaBOm8i};)E+d3+$J+}eAstfYp?Xv_V%fF=i*}X{o zox8>}ik-O)AMl?@Bj=bArZ{Wg{9KBi@SqrP)6z(rxje^Qiy>dyQW1E0a;Dj@s~VHw zRq!aasv4_MX(qoeUqxSfNnVbeEWEbMh)MoF(@c2EIdR*hu@_Y(_rpF5=Y)^2PJ7c@ z*h5J^$CpzM3YOy3-c*wE_|O_mWLnOHXZ_b#_rU?sK4VT$C5S#B-&gf z^O#~>$RfQd@Jqb8Gn1++K&%xpW{p0lR5J(XcDXfixF1@QGZG1JTjDyqz}TGX*5LZEA-am|^M`VwWV9Z`pHdAE{(0H{Wp$@}7YHG=8X? zP^{S>+`$_@=(Y5v;+5H?dOz1ltrlbBpNd9^M2yp0UoSFS-6G+VmxfM{w1y=1{o%pr zhRt*Ido>BnU8^38uJNAGxBz?2P-Tg;!^ndiN@-IL5}(2#>$ z1FndSMcw*M(CzH7ZAy5n44%dIJl~xIzVsWX$|cgZ>OXelX(&{v)%KIp!Ld6`6t24> z#kJZt1_h;$b9vHlbt3Q&QYPvbv^zw2Cn#aWJmLkhi}ysWc!{|@-yNUZtVFWKXH$;0 z*rxpnYL5~9^aqk0j_%))yBPH`zNGaivXDHqj2{FU-T0i~GV70`IpneAfd_v#%cj5X zUCkKqGIXRB>KE_)e!`;u&!)hoix7p)a3LD{h3+HQWlW?vVaa#%vSg zt7_((h!vNeneK7S-GLP<(GsvAbO(e(yXcxdHWwsz8 za13A8DM*?jX*RM^*h zf^D~RBkxw8W~-oIR<=AnJRcf<#afI}O%7 z7#QNCf{i^$;V>_P<{jb3$6I|@J9v23FzTf_WYJFBa$cORc5_N4M&gn{6JK^#?&#h` zw;dQnuQ`AE>&s6ag|wqy+IH>1A+;2+Tt(ulL|*QUkrckRo;-Ei%^lf#JNfe?1(*qp zxTUCvL;8{Ukn)&JV;RVsiddeVWucuN!dR-xJ>&O4i<_D9ht|{E_irws^?nB|?G1ZH zE3966Aup+-ZzEdNQ~DOqm;2MAZrnJ34{nXwi^$y4w?TGk4o9?bid?2>||e%T%*W%9 z4!;fjGf8%vNk#=fZgZAZJb1O9`Wuu7KHX>HoU~1yCimr}lX7Vd9J!o%!ro)t+^@X3 z|6}XpPoz%yTlA~wfNUrf#7v?+y?7YtKpqS>EiP|gm@BxkZ;LYQ=vrY{mVt<4CBX|Z zd~(eC!68jB2nj@jVS|QVw|37U)z83mJ(bjhoDFnH(M_3v`a<|R9c>Rz1>N=|+>55# z&JXgzSThDOQ!H54Q^Nb@ z^&x4ck{7mJ#k`oIwwtI!!G5?K?u1I)CqbW8k#u$hjvb#YcPbAQ zX^#A6CKVC!)Nal@CxSNd3l!BgE8mU+fkM1Wh7X#IlUF0cGI`{8=ElS~B-jT@|NUxo z1XYoi`2aZ?$X+w__y_N%>$UIJOf-~>550Bfr(={IXq?dHEIf2zdlwSwhny*A@e9Uj zlp6TzwC~08SB8%f53 z(C$aR1t{7HxGI8=Mnq0K?R!!7I`mf-DOeW_F#M_HUtxJ)y5R!FGCw?JRAfQ&`kIT& zTa;E|#dW3)pZHFER$&A6#1Wna3n(_f%0thm3!S2i!YqoOqGAv}l-jnNFd3KmFC-(s zGZVvvk7bm}`uQV(Cv!Pm0Cr|+)LaePWDp@aesb<$prhh;jU8{|v|5D4SB*62;R|40 zS?6}obVWs|Zw2s7)E%yW_=TK&2SQsw9WtDo zRgQLw-TxvWn@lrQxZx2T$CWnDl0ABzdwTbaQ%i@+@nfx12>zh}5e}HL*cVDXp)}59jU$Ig zTWtucTj&jBl^p`#GOc=EFt@miBkm)!}DmyzeUcFAN@<3 z#Ju!o+jgH?|0mELHk0%UR_e{y-mb&GZ3_u{%EUSF{y6oZOFBfik!r-s$f=)<(Q#N#;?z(?eyt54?+m`K+!I;(A&K0(dR zo?<>=@Q?OEja!aA+UcuDVE6On_4_)>H4MH;AFddrtnYK{rXM7_BVVajTEnWNAT?@c zNSea${%HCH?)Pg@gvL+lv==UhR@DMb%V{*3%FPs#Ol!5~tZ%FJ%U{^gKi<~nK=i)% z*hVWK8Vvm6jJxhwEMtH+wk5D%KQ67S7lK`0>T<^t{JlwUeSL8B7GJCyiIrFT1r>}~ zOZmWPJ5-q~JX)(8lj3st$GO2;6guC5*au}GOyL+mf-H)@KTvR57z0!^9 z7x1g{_srizc|BzrruNGrHr4J^&v&-?lR30a@^jp>b$dxG@l%$?f=~5$oyQh1Z*5_! z&~hvF?tkt2J`b$>O!YV6GZJp_CK;RkqPG2TGdQ-slY6zfZr2@{**33Kw`agLPqTj?O{-SaVm=ABw_;@!j2dlWj z#}ysY+@3~_whi)t+Vj;Dtocd(34nx5| zY{xC>wW$M{nBuE36MJnEKI3QJaXa4{Pe&)$%%~e1Zm+5EG*=I-ntm^AJB|yZIOBOE z-L3g*r+g}?_93bXT$dGF?SA`0zJosZ+e)%{2a+fR22HL}g#LmnnkJfd?GRpD2svRw zmiC*;!iuFVqaE1uZQ?_I;cLN#if#J%E24ryjPP9-?N`l8y3w>u0z0L8lBd+jJMZs| zLFGcY55E}nMGE$MESZ01m`4Ts;}=(9HPv4ii};UwJtsK2M?e=&ea-5i(h31yT&Ucr zENenn^t}98BJfX>1T1Se&TIuv5@QQ?6GAriirfVbBRgG28(SBmWA5-z2AvMWJxOb> z-s+|+X}R>EzZYa2pCBUC;g`;I%OL@cnMK`4OK(DHj6~F3G5K0NO^8H6!crMjGiIrd zcorVdQ*2Z-b2-)ThZ;5|rUb-jyqYzA(=xD>v^fY2ZOTf!{|;+kCMp-BBDe)c(F{Ap zwr`LOJ)GCG=MIO@bf_<)wC7WAG^^um1I^>;(>SqPZ6bhwPCRnD>uhgJvtRssUut?% zR-KeD!3Bc8o#lpi%ey2Ll+Uqu4Vq3L*2$3FJLwVH)^D0iNGhZQwF@++DwtQQG00@3 z6+E!$9F|(!$bR0B9-NxXD|R4Cw35{!`dohZYhIt}PeFA1JwP-2btzqg5x{V=r`6gA zjf=zC)6M;=;>BfKg9;qdpuiRU3(C?N?0pkoadXD_HI6vdlf%afy#@t!grcveZ%$F2 zal@b1wyD2r-d0M*t6|{!8lc1~Tl)X#-S9vfI`=k;FNAw=DbRi9Cy(=_#73WMvzBTd zQ-L`8y*`hgHDNcB7HPBeBJ^kd;1dkaMiBe)i(ZQ<2lz9%H!LU!DJ>FR&fbO`bfx;A zg)F=(nVaay9%fZg-s$@0=I$jWTK>^tep$orWLvfYZfi-P3lhchKgGBT>ypNZXo=2k zdMyO3>;7g66h*NZVK&DSYHn(F1HWhaV!S-3tioN`ENc)xgg&`3#=+boy5PC<8-#bGLT}b-zg{1) zE+H0m?qARv6f5uLg>SIHKO(pi-0QPcg~+|%(4BxUP_^6fr)`hE2UBBdB4W9Zridx) z9(dAfvWsjCG6o@GbxUV*&Z)AkM|9t>FkEN0-9kL)u-_dGD8+5*w2!+Wj>|jDY>OnZ zz$7X&CY4RQdh>o8l#31)#!>XQA8IUIgx7w5ZJ{zbvH6agm~AOt!Pl(3W?vPu2RlYRs$Eon>o;z8 z>b8E67QV+2mfZo@qShrBVH5`gek@RkDq(Cq4h|GeRlLFNgSww-+b2 zo`=HTMUE_cPemEL7e;r_(_^F%w!jm|$|pM;voRH$%oC6M-}RK&@9a|Kde`nAhX-AK zpQ7_xTf0vJ*ZE-P9XmC*@0MMKTQBeCb3R^An~{jws)z{2lFio_WhOp@^P+=UDrgV6 zUI!ALZUh*|oIHE>A;o|I4v61Z>pwWgDcJZ}HGirG*>$14{h_MX(t>lCN`rLio-%$> zK{3@oUuV44ilG+7{Wh$$uyVwBeY5@xK#BVIIujsEM>9B15eb^91n>!$TRkekVg-g# z`=N~rkaGU4EYHaO4yBR}S|H@96DtTe_kGLIf1T<4spcuX)nWa>s}E)2Tk7Fb43N>| zj?8uLaLz|yu_*@{Qvh#?On-rwd7lG$EEAt>{<`kKa3(0fOTgeq^EFYNiz!z5+sUf@ z3t#b<(CjLZ<*5hp%*Vjvq4$Y(QFRt%E?p@-GY+FLF=#_-43x^=&3aTbP&lLfVH*)}7N{;{Y=aLQt5wxjp>*l^764nr*p% z{7w!M@jJr!(x5)Eefm9vtS0THaNyyg&Q|;ZmZBd*3yNt+_NNzeFmz|a36*DKeO+?) z7*ac<YZjJi?qsWiBDxP!`vZFHAFK z0ngwGNiH9D3+A}o6D?{TB`j$Nal z^Y5jiut&Y;s?K)s%fG|95d707NgSCS7#XC`y@hS>2Xu1$XS&1v%2Z(_6cD1x`ESIy z$g%$1{}j!c>5eS`eJdk$b_t}ez>x%C(y>kwx7v$D;xpy|kgz8J$)D7$(!QFx;x0J> zJ?eWK!EpK{gQohgOAW0V3!$Wp^Oh@~k!7ZuzAS9*a=+lLIa>gJ!@|xqXM=;j3enA~Y(=P|p`U+U^-lN6zp%trDOLrP*u|rIAL-?s;bwvZ*-7 z!>DX4716;=73TkoO33m>(}RYT)VUFImY-AycmLhi5$Hz*w5s5MNU=>dkqu*_rv5z+)KX+vptWWkmZ<< zCS~|>^BM*VJ}9e#U&Q`HbZTOHLvk$oyN;Oi&r&S9FQ=M3w>6rTJ~Qy$H!6%4|Gg@g zih9=@Nv?G~+-PThGxf(0D5&K@X0L}mo7-ZU-l_j}%geH|5Ho2)5lcj> z`iaO&bIkkedhLH+fKOj*fe>b4Iq;d36Ti|F*>AzGQ{XLGEfc;dtl+4YjDd@<;$c;u zOmH=m9HZmECy*QQt`IsWM(7AMirJ8(ksK7$@aOz_mv=y+17(=pra!{>2`1#E=&UB4 z&fHflILpTjWlq2wM=p^iPfy8+tf%yg^$-^293nC!2Z318Y~%A_b(k1hQgxJe_l_oW z`3S+wL7FT_=7Bgj$iZZ^@!6ft(<||Szax(ZvH2Ix;>BtThaBx3vv>+T)+OhJ3CUl- z7UX25Z!uOHjXR;!tp#{kQ#nYy!LaDml%-mj(9Y&aNRP#oNPY_&4MOVKziDN;7@2Uz zY~XAD?VS(A&R@w0LE*YQ!BXw~_`=Q3)HG2f(7oF~X|;KgOWFmY;g{tN9+s?PoAgP` ziTPn%8A(G^AKC--js?iBJ%H$gMD!a3iy9R?u>-3$N{~E4aLkZCzjw9+=$1_(w!Osa zSOv(v41lDX5Rx{sBkhk@s~KTA{}I(?8y+=>BS)hJq1a)xr2+06&t4^ndh|IRv<7UEcfmY;Ph_3ETO0 zWV{|FG24HWZ?QiX9`$bwJiN)(`mq`o4j>ot1_t9mjq>Z2sw$r$K)oVv5GmNNN;ybz z1HCfe80ljJfL%GWa0pCz^!O8o;tQ>5eE>AfF2wKNm(GZ1(Qr0h5Mcnd0Uu5I>htic zFXl{A2BL#pjAxj{Xv9@EuOK@r&TZTtbvciMye(kv?4k}NueFS&+I zP&5{(gH#LIkXF|3XR9KP;2Sndj6k@mrgkFA{bFG5b!J7{_2Mc3P{%#2)L#2C>}$hC zQacDzC-|r>h`FQ)O;dn!NE;*ib=b9L8B0jBpCwQlpgj^Vau-{Fi+}s65>);#g5(%% z>zA1u-Qbn3-BbO!Qa3ukR?nXF!no^;yVZHVqD|Zs2{eacw8}2ICQ|`KM3cV8Y7dxd z9WnIz9P?B8{Xogc`p)Ok{=}qWeUvHens}4^eb2^g+L6H& zMW`^z_AkJcAK_5`lifEtfofA4h=kjNPaHoO+CZojTL@W|1(ZEwbb1n1ktP&`ngFwZ z8#`l9VzC=ms&UweQ9H56#oh^j_-GM@|DtvW{e3bj`0!BaCrkb-gWNng?cYAYl-{!> zC=hAR4oqe_{kZh1b*(;K1>x#kvi|-&OPm#*9~C7U(vntclHZpfiCFJNQYy;t?!uHe z)G#8qYl)PopCKzd3hsFX$We+mw3QXBXqjQQ%|?~Qj)x<2$lrJPuSCW=5M=Nla1 zRKR$Ri!AO{flnTg@JbuO&IO}Le3qN2J#vG=aMf|)=Uewqg2$Gax}Ga&gxe%tOyZ=QmooqcI6zHuc&&L)NqUmOIo8SN5?5sNY1ahH1kpR>{UR z?wtVfQ9X;O_BRfsHyB53`+Q!683_rcX#Xrm zJXd?bd-S~Au9x0!y`}+tfJdTKpgAE)o!#F`Tk2Wp>^Rkb8wMgk^Pf=t55!D?jPw8g zaW1s|&CO;Wrm$a4LsGElD^>hKI7m&IE8EM|;f)zpAMG>RqTfeI+OFrl7~fl=D;P}v z;jBihNRo5?^!c2KxQxt=-W7o%{!5oa^u3qMvqvVx_CxH;6rx6l8{4it$!HhK-)$+1 z&BKxoocXP(H+S~0J6LniUh`wwPkCjq>Q!uacbjj%J?i%(w|X6;dij93 zhYMQfe^ltQ6Q_(XReAhXy&asgApF_MM#A_L!95q9{FUXPyP_dsPrl#j(^TJRV!*Lq zjep0e8imS#vP_ZLe?FaYTeulMTu$oaG0YK3l;DThgUQOr3N3s;w_Q0spW4yc(J>Ly zYWqdZnX4vnd(7pA`lR9X?>*h;N`m)BOBIYlTT<_7C||VV?DytBZ1RuS{~fJosk$uJ zls5iK3#N(wY)tiVjxOA6&z3oo z;t$uy>Lozy6Sn>Pv)l7Jelj1k6V&D()*lNmfs2F*$$nje6jd7tpd#VvO03s7uo(nR z1>D_*m<}d*ckr@1OvgjN8T8hX*4SpW*$FT(D47GP>VKQ+L2E}Y0uA(B zM|GLto;BC;dt2Qmq*28B87H$goG4t#KonCGBLH_R-#k{%+@OyaO$k9&Pw$I*H>~Myok_6 z3ypOLf{eCn9+lo zk3y0~885>*Ydi|znaA?z07$|9R5!r8bsRpugX&js-4vm)CFS>N#zhv{mdjtN-x}k; z(ch7kI%_=woo&>gnD^tLT}x$q63CEAR(OE?^IJ>}F7SUeKBYj;2f|B~+%9LHnPyIN z>b;lgjhR+(&jT+DvYW0+|J3A-r#E|p;U4>=2iR@A$n(><^_9+D@&^O0sLWt+}M=l@A9L*(f`@vE*V=$a8XD$<<{Z8xt$pdOuW<4 zo{pz-bfP}U`F?oCl`tV*&&VuG_8gSJ^Y&4-_a!*4$bDLD-So52PQ4}n66}!VTJ5g0 zK&>5q=5jsAjQ7H1rKyb5^xiw-w`r zfgSwqaFlIIjDJ5!*>7HcH>cnyKPTyXoj%Z+om4OS+CzD6@8Cg4rA3iT=PQ5UX&2B* zORxem#}T=iMbv`d>wE1RVc*~0rN1qy_dJYvxhH_P$RxP>hVPUCO0E0+&}2UAQaj#E z;#x4!KMEp6cx@NSO!BHY$&L-*FDl8sfcrCk%JCc#lm_{gMmYikl)2Q_c|vAsKp@GR zZ2c`6Qjc4L()0(y8xG;{Ub^ywL;r*{QyEO%i^#lPbd6fe7TcN=f4Eacz zNbl20c3aIKP57R6XMf)djV23VE`=t+3HX`K4iDKZyI9K$> z@;w%R;Gx$01T5eIJ_G@*z^8-Lh^|lXX|m@RJKPIsB#+LdW4+_{ThbAJR5#+s}bxjsSnNj;`diz2H{ilC zrxkmiCv;Qi4qHvXn|*PHs_Y$~aHPXR3QGSd*GC}i1y?s;CWbvExaB>L{u_Bt+%bCN zXZ%FJZPiQNKj+d7Lukyf>@9p_EfgS*+0tLp<;c?J*J2vntj1&yALuoIr(NP3`?+&# z{*K$-3YazZA`erj-Q{=GfEv1EJ;4^#JjQ>1Sg%mov5R&ypAG`8`x2~H+(<~+bK|+4-Iz()ylkEtDJ2k-}M_u{(~DZn!Zl!IF3SBXSK6jV9Q0I$r0s?`*PX zAz(h*{eXyGakISLl3Ftv(bkDZ-0h=1J4=`}zvHwR4n+=0KSW}Mf4q$0|1v^9*wLJ9G_aK$e%oXw@N$La}XN%@E6 z-t>@|Rc>Wvg_7E82oNn^=8q-hd5_+2h8F0pVt&{5lPobNqkC|z^?Hywz&=e(5IHX~ z*YoCH^SodkxtqkM%Y%h-S&xxyc_Noy_UmQ!sr0xxD{6$qoJ_E!2L0i0#T>;9qu4wS zUZbT*?KZcPw5s&6Q6`tPIRYZG*O$3FCx(&!UHzTX4a^}-rdEpU%<%>TlOW9Vs#@b4 zp5yxT-bbrG3C=9@JDA}L3X1cqOrfAuZvDx7CZ5J661!r(4iPmBs9npqrwxY-M#?F} z#!hF~m#jyHPz1S)+rhKnjdZ;(}K%UK zB?X;|O3C*wC(h-R@-n^-55O9ZhId=}kUWhtg6#b`h2pfe9ployz~PIVhwi9j8{A^~bG3mNEb%}N$T;t`8QFdJrxFn-m0Jw2#b z%jWhk_XmTag`Tio-r310y>&1GE2z6OdD75nw*{+S6fB)8$ z+tKXv7MaEqBBD>V6R{6O5I$Z#D&T3F`Iz?xp5UnhpXIRyMpkv}9vkgfwIjK$8(B;~ z{U&T98hvGkcy*M^1;$O6w zx{M>>aO>b^L=5o2y9lees&Z6$fu~O7g=nt>A}$*b>an_L&?&iKz*SmDaOP#30E)y6 z3-?$v%=*i{YBHP4JD>Jr%khq*BARPk|4|YzehnK>e9!16iivOjN4sw1c^F)+$B=B~ zV|NG4Z?<{|?y;%v!!p^qAImdto=>yJH$wRpC|%bQ+-_RJ{j7`i7+Z(|!X$cUMX~j~ zgo#kg3|USYx<|5ePh(&L4J|XdwYs$weVzi@EKjb@g{!&m)sA|4u^R^n^vu8XwM5?7 zXmx#|$N&gxBfv#g8ZIRyruj4co?||ok*&gMa~JqtTc39;=*vq|Wm?4@Mzwn7{;I|y zYB|N6qO&XBV!g@`nh$Kzb=oj_vVOc>jsw8_T_kymA8>u3N;eeUx$!;-5E-|kGkutR zcMqKh7Q8$3949ERZQ4rT?$)0y0Q{}=%fUEtlK##KOCIIIeHUp*N<(SS%BoiDeDv!J zmTjr;Zg?f9wzbPqX1k5 zBKeIc*VYu#X|oTTCEQV>FrT)j6~;F&?TgO$p0f18a_gN7pS^9vS+xS$WH;<={`wpb zsGOPOpu^U)X9!_#o&tOt*H{1)B@#U&MFZI(dU1C?);-2}I;8F2Q`)D^JyzxlC zT^G&*1%LmL8E=9eyfeRIQ!d(*6B>vZ_%FYGfbk}w$85Pr@wi2z=Vm_RifDR5CjHh1 zXA+`1@U5|v^O&ncDCm)5Q%_{a{*-N(II|Phv7x6_UXWQk(DtPee|_=0lpJ^@Hbtz6 zulbz9R{(lBMPA_L^bd5YJ@N&*R;+VB!U*qii!D@a)m_*)Nktda-p?fRo(xyUPU>;d zU#X!~J?Cz=VOi@j9X`ZI?Sj0-jhWas zjb6<(d>c3{(hC{iq!0>Yaz)bkicNjl9}{muJ21D`ULGXm!~Rr3=13t?APSrH&G$hj z+YOq4?2_4$^}bOJK$GzfxJAAK8bi=nLqKpD?65A7ZRS$3fDR(P=f^ViZZ;1Pz0-ck zWeLIzM&SJQ(RJS|Mi*w(L7QHe-w^YpPF#B~t~&c~ZN|_Z&&htjWZMEu^W|ZWec@ThHhZ()Z&JoSCA7^V41l8{Ned*Y_Ir!m?(dYDAeYK3pehqwJw)7kEiGP zxa(S1hu5{0G~wjSw$Z3jf0eK;7ap!uFwiwfq2=s^og_A(Brf#Vl^Y!O0HC9sxp zjIkE0azU4{K&w}SwmM=rpqINQDH5Mt%a~x$qzeoAgKjY$%fSZi`kd9xZoQ{O_c8uv z8RAv=WVM`B?6q}eqD5enae0;lKI)gc@-WSuubZEbD{-i10k?FnGJKaK|*Ezx<6`WzZoAB1YIxj8w_0zLB zL;xLM5HcYp1j;TkgBX5tz+~2z_QREbCvq=LXMtD#IW+|C9aJ7dV*a){4~jtrJbyeC zU=SE)3DRelLILV$70`beKNdiPp|Gmi{Qc}Doaks<-RV(mGx?5(bNKl0(XxWzHkwYW z+--PXA$)eZd*JA>LYsZVe}7pe*KohHJmCJPruzBOOf^--&@X_v@U=e0wl7+Kw1|EKW_&&O^^P zKAAj%$lO;YM$%0*cvhSf7Mv6AseVoGO0W(gXYo@{SUo1da|2}t`oM|)bA*I8KE@~U z>?O!>*UGYogA6c3*>bI>h65}wYU=Qa zpXb`Q#rfD8PZKZ#*OwiCpNz7^IBnU~glji);RE%#yA&~yJc-b#i7ojU7$#rqc&`UB z-rKFV0Hx1AZb9R=B91l;%BPCGg((_6sfx#tIo6z^O>fD6yYT`y_aojsjgf@JU#G>B zeJ_X(fdtm)dA%4VnNJn})FWtx{_&p}y*xiL!u|8^xr7?^)|w0FfbjL-fzJL`1MVNe z5%|`P3j0r&``4el(f%KJJQ9n9_My%|OM^%>t1_{|4pr>i4nd>m( zZH2e(rSyMu4jcU+_gceMy6ZS(Q}-z8cJ5ZcEd?&&qvOWkST+i;n|P*)Hr;9LCX9N8Kwohb@1ah>?6g{+JzU?FOlCv$FrOqwD0uXADN}OxW|!A5i?+0{J(nMy;4uPE+Rt$~3l6 zzTL9SXN+!hd)ds0jn8qK26YKMgI^Ho(n2lCFE(3K&l9@Wz8qymLvbyn!>-spDQ~s;Kux@{t%tps&u&F9`3^RNyi%>2TH)> z>TRUMjbVa=;mDi`P!h|?fzrPwnFbcEfXb&cgwMZJ6(yQs3Q#ObuYGQ^)PbEg%7`R> z02Wr7vILfsP7r{Ts)(f z!%ztIgW*`Xp3vgXV_bxan^JwmJ~h*O*it|&^I{Rh`JWen&(5P{6gnTC|CjQ{FsZdt zPQ4PDWP!?S`QLI10cpW95x(TVC=^nOeg5ri9P)^pc9Sx>d?I0+gsZU5L2{tdpA8J> z*ckKUBgKcaF3+qUQnZvd)$tq0-!o7P^|5b z^u!EI&sVfx^RcgP9c@~9;exlW!9!zv(^#|^LoJt2vXk_~r~y8xzg5iIXyNH1Ls$o@ z2LbV)8hrJxGWLmCn4mdOUqrz#WCvMCnR+0WGWm<<`+v`isdZ4lCx=L`jYyi(f-ERT9*Si;zQJ@@jKLgUSDXEbuS7Q4FybV;8Gma zDew(k8-xJn;_d=Gl%cMKXRG6oXvSwpIdrqJ3KIeB%|9ZN@ z6yE7Hxz--oKZ=eY=Hk}S;#_`_F;NK~FGHxkhUU5AC90ncvoZNS;|9Jb5q?j9C@T32% zEWhMQa6=xG=D#sAyLmpx`iA}cG3N;CIR>CTcC4^6tISuDsM1B$GymlmTPME?!6(3J zx&?z@@4ZBhyPt6bXzt%4@|_#b6;2bdy89Xk7^`TC%!JY0sz_1w+z(dm{;xP>0L$>- z74rZ2+k;gV2yRG*v*ay)m%P6ys~?3zaTw6(3FTLJ9}?5>yR*nelXXd<8k|G>2_S(z zubGMLowEJrdd+4Ni^C=3`g7p3(;T|6`wj!u)%wU76dFlQLi&BBkfL%WJMwI-iTd~D z`O(>NZd+%ucHw(t6qd18xM_I^F2KUSA=?1RKk>?5wXTClMxeg15cAr|;L8OBARoRZ z?vA3|B@=kndG`(U4`nIj8k3dkni_s`^7jmdLB_sz+^B;iRV9zDgfD8sEap>Z zH4{T0`UhfkedwFXC;#bFcxzDG)iIZ79cr{af5Q#*pL8fMFdHftpelnLWlsT`;HXr) zZuLEpzeH$Ht*!fhihDlOO#EESs7hOaQ;7Xb+(2<%;fs^2SwI=t!1#n;$WRI&X0?^s zF5kQJFyIJF#I9)TzuJGcXxmJLnw&ZQaiu{IB$UKBJlxll@)=@I6el>>yorL`zuXt* z2rRWtR??PMHv*sfD)r$9BCblcamu>yRzC^kZ4w&E*lmBJ7jaDHv35uhK^hY{nQxQ% z>UU3c&uq1o*ZW)D_kQ*X(Ev8LGPV5(jN9aVe+AofuUh-UoENX92f>3#CfPrNhH6-3 z*Z1kS&WzNud|Lwciz*NNc}^eRUZkl=pgs?U4&6~k$t^8+c}J?HMex`%X{61;qg+Xb zK!F7sO*fg{LG|X11+81ck*I373aAqe0+51HkcLJAQ_km&D`TWuXQS&TBK-h3Fur5P z*}_ZmpLoD|Q(p-STYoGcRaA$PNoiIBl)A`ET7L4V)TbkMEdVKRrJCpSYFXu|fOO9y z+SucqgSmH-RSyoRKBVq;Sz;AuPkqLxXxTL|qOcX#JF3KDH}&N+U96tBngPX?cY@-c zoj)oG@WOLwvf+v5LYV^`GG~}{QAs^XNE%ZI7tSz#SzVG z4MD>)_%I^$TcivFfq~xSiz9>93+{%nYa%EBl3aO^NO~TM`VwP*5S!-M-5u(Wk?-=t z;cP327?yU&#T&rmM!dyQ!E#5CQ3ze7y>ab}c|=60|1= zm@?Z_V^8`n=-Ec5)($hgcQqSG8q+k9SLayY| zNOd8HAAgJ#l$-DUW>WcjQvaLX)NlRCpP`;`?Vj;sA zWH=M{tyixzDYsmQ2x4^Ko0lJ{`Mdr}KcEO$q~5R)pRnW4KGoFi9>0_$tw#1I zZ}GnH`b%`__Irfec9Qv>|0U0*TUWr!m^_u-uZ)12L;}iT8o6nwPv;mnS^Ds`yBVW04|W8YltS7E?^Lh_vNVn5U?UFc|=s z-8nHd*ZRAbvtlur%+uRo&&caw)Yo}SOH!74$`_pe{`{l-_tUQHO~hS>1`Npnkt0$6 zr8+9;@I$12IkqL+f&tq-$xkBRS8;K@E(rg=#k&V%hG=S|^OP78C&wVj2zJxx7KqXB zt82(USSAAXLb3`&F;t7#F~cDF-jEp1E%Vy*&8;(>dV!mL1jsvVJ6@xPQJut~l>FD) z#V`c@Tfm2wcS6P|#rtO%2bOJy|MSszX>DWRfV-_!+aJ4Y-BmvI;GH+l>6qhC9UVZl5kND# zn`|~Zf^@b#LAm-RLAZe$>qEn1&r1AADl#$c!*KxiK;g|U#|KiQ=AVgvvc}={S7G=I zi36~{eH2YTld6s*UxP#+qxyz9R>T^tR)S7rUefrKh2UKVKusMOP|X~f>r^=DL(k2| z?OePdDr`QsxREfxhc_1~5j`?)(NeHe(vka#Vc} z|HlT@e7k}ch@&g=_3`&BtUCe#rJY&wqscwjGPLaHKizEBxl;!6#UraCXX@E5DSAaI z<|b$mvFQ$Z zf-oNC6+s`WeXEf!=M!HENOG7eh&7%p!bvj74ZXar>(2{n?K~?fqh>jXb4`h&P6&~p zCgbj#p`KKYbgmF6G3~%w_07>uv&6&Z#`^ZZcc{e)RhG)0K7O14%9`-=w1 ze&CqKgK9foqj1GU>~(-Sx#Od~CrA2IMdu98M`T0x@6+I88pIQivQKawvm`g0dc3b3 zL_N@9=_%0!*k7Fd$G_zFX-#~uHW3p)f-B$bN$2ePd$Y4aq_S2PfVz&hk&~jOH(NI{ z->S`ZBFokCj%O-KdQE8g8IRPskY&AmlB2*@5Ms2u@5&z2KtdPeB+{sW2WzjD9ewzv9`~d8J+>V&)^lvx{-gKN=W4N3iFGdSoo#PW+-3p$- zW>4iO&o_t@o$x!9t>1)g6UzPljBir#KUivlAx{L{=Bc0)T2C}}4}h(*bxU~s5N;9F z5>(jO*z7aPpC`6|0{;F_2PSp9ZSCrQ{ZhC4v`J{ba+2H=(j7+=lyRi1NR~4PC}0F` zXFX;fiYbz6<|kfDn1c6%J~PKlhvL3EJ%B1GD@&`X;ogxEgl* zT!)C=3X6e6jt1n(e5Lgm9q}z5qalm89^5|4u$J(l3M4EXVXB(^Qlwtdazei7e_?;Q zj49C`LB^*~gBC??-Bao3Q9~{Cg-iVMaf?`zZd@b57kciMR5otcj;Z8k<1f33!#{@v zmLAm_Mw&ExtSmITHk@yyd3{3xh5H@f?gpD0iiI<($`FXSZQ00}Qen7pGpm$)6Q-Dw^(G?w>U;O%xv#uMMI;V1Cbd`#0W`2xOV9*g_q z68-=JBtLiMcfKfik_-}J?1SH3(EI9$8j)O-=ZbTW^=%xs!|E!w{! z5lxb|+J@-<+m+IL z_P9=;vq3)dN5r3n^b6o>E_n#C<&J#jCcS=L;Xi{sGkk3!Ir1C7{EmPgiuU2Fj7U28 zskhmCzs6A0qsNS^ztZvILh-4@Xw*&b0K@MUZ^}%^^BWkY`IJW*XmDg zL){;Ym;D$fGd5oyu*&}(J19khaP#biN!oj4-bi!0!++Y~}TYy~o)p=)tEhyN{0$@lR*A`RJcq zB3mJa8!ykD&0lCBDdoBUEMxc{C$%qK8THdBiCg}XH{_2eL|bzgQzjFOU)RKnlaS8se0w|RqnEBah(&)Qe*lM73F~_M?h11BaOVcv4fk`z`xi#^Fw$x_rZ|DR=DS4er-!jrvktK_zs_5 zAPKP08{RT7F_n~**sZb&dmHwIiXLXGdA+rJIX49h7ZMmuZyzsYIj_r(UTAa+;Y=6h zQ)$bX{-nN~+1%6=pPoL5hk=HMmMnQ!3ay;%AqnT?7ec0Ib+NrQ-)W<2sk93%>xj+n z_&NWk41ZR%)-lnExK|kGPU&ej%=VNYi21ab zav0S`P~Qav;|_X1KpJQlGW2$WZ$vZ~hvEe@E$yq$9Ru%xY}TZGy|O>rEd;YZEf6Zs z^uu2{^1Bdzft>+;Gp1Rnf)pqy8w$yEvBvs z>*BBW)!N-^(RJ&OoKJB+8R{jKdwXV7shqpxhzEGijv_zy*#P=wWn~=)k}GR2jc~v# z@2>U5?Hn8=F2M>vt}48Kof8`u2N3+FfDx*4GiqMm^p8`5iULiIonA}paoGhhsYF-3 zHk+D{J0Egw%`-AuFhdLa{d{!Ni5F~3>WY5Q>NN}Gt3@%ruIy`u(wYsoe=Pyc?;6LB zpF=w1iP`nP0mJJ^*c+%9jTDpcZ(=2gO>cW;JeFVye-a8U8xK`J-X8JY2;1qOGw+2S zM83Nqe_&Z{_#tZtaz!XY$@&0RuUll_izI%+e@2&712WQ?dJHm9mJLYBzTA9X(MnlD4EM@|fqiPq*6&GeXkSazAhifeDaiJ$m0HrT)YcRC6et@*R2QQNy6e~0`ey8+?+V)5#PYR?@~U!<&#Ag2FI@h< zmdESU@KY@st}!OlJe62*@3{I5W-8M^d0@156#`qLvHJzl7)|7$4>Qx!HAhvzQlpKMcS;Yo*B-Hg-kax8)?di zA^Npr&3{|QzgrkrfplN#oug-k2`EPGQ-W)(l*vhTYQg=6kKNn412vf0L1ZbhK194vrtt=V7t(tq$e^ZZ*w$gNKkq zq)1&Wd4&r~dF|^8mkg{1?wc9jdzC%#j4EE_EYvgFqHlH%Sk0(i$32e+8%t-m$&X9; zvGWV4L$+$|@0TjZXWE3PibKHQp<#mg*K5tMcO31UdJEr?#kf0ldpOFqYUiirLKMOv zv$PfC2?V$x!_>8>s+IJ{Bzw_C#kLu^v!@|kPwlTw``;&^tS}m<-Z&Fz3@idmPyXOq z2X?tIEGtn*;$))-=0r|RnHV?dz;u)Ufi z#=e4q47_C1d;a%OwGaHKs8twzb!pPxn9r|Dr^PLJ zGGMA%Hovc0GyE_;+93EL~x~ z;e~;|u){HxaGpaGy51oY9Z;l`$v}s8r#Uc(ivy|8)}2R_$bPn+)@y%ZjNh#1 zjhpelBVukSfFSq94LxK^D|@^pL*402<*ehx{&}tM2~`QEIZ(P|99R}xx|zT3Xk1w zQ^pkMXsMLl5$n>vHL#>FeStrTZx21bw|HIbc9isFOSq`rv5nP)f#}AY0=`4-^1c*$ z8@&1P_MRyty9tw}zZv#69_vcybsR2~?b!Xu?Y5~Q_-#R7JxegG$n&@Ti+7juJg=0z z1CpK(RkWWku^x5{Fa$*RQ56CnRZ2*hsUa~$3UDml`A?04q{aP1QSb82S>?kQhCa*i z*TkN{&@#(%yNX}CsGK}bob=Sh*1n^(*~mjIDyZ>?pQ!(B#@ScPRbZ~$#&96C zq23^)_$HfZBZZNX zQQ?X${RKoT+ueN|>^aS1rzPrO@fi9LRj|SMkC4<>6V7=0lMX>U-JItl@RT&>p%gmR znCHK}S&q55+M?7#!(P~F1di)MB|4w+zRu5oJvv!2kfj+w#Hout^);1EYfO06KUp`h7jf-f7 z+vu=~kfMtG;_Gz3DJ>HNm7>-1YUPvVKM3DKr7l{ff6kRs^lg$!ZRSAp`m0@yfBw}r z%cN?$F{A}j3mB-~uIxyln;(0zrAnW|06#33j9Ay%9`L$@pauPkq?+1PhJ?LsBwe|g zd1&oV!k1+82{#o4MDo}6W{`^E`GbDra3juY^CVk=X@w{An85;NbEZrn2khx2uyNNj z$53^xx(MH-g%xyR4po8zZ$X7~r)MXSyIob#Lss^GF3%DmJO zp<&s#8m}=b|E7_~db+PA2c1i9XSng;$e{iv;iQHAj-PaPA89uSIyCw1xkN1AVcn-N z;O~f$xl{Pz*I!xHMnjRm%vllZRdTgcsXU23d^)fb8M$2!a{z&7vBb7ZP z`D^{8_X*WlY&9rhU)A=ZDhVImD`lsC?LneyQed<}`b{>zsK`=y#jDo@(Ods;@#$_0 z@5GKyP z)hGNj>rXciRELJ*+$&lFRCCor_k1iyoTtSo4Yp>dH3|&ZSp-zGYZGjBs9F?GqR9Jt zDW^&{Zad}Y=W9s?K!n$a6LHLbPEMC$YHW~$jBT(9^;4F3&_rqfN$i!tTb%c~y0#9P zKYT>qtcCoJ+A20DPOwe#a3m-F^v2Gp2sdqt&gh)LGQuTTW2Zn2JW@K=q;bB^NT}9w}tFs&`g*+}$)1=|i#IC=Ltl4YUE93wiO@i`C_v?v>K%0`*%dfY+X-ui; z9Du1EoA6aoeFv$pluS2twFk0OnvWv4jQ2{$y*1PlNrWu%c5;a(V!+GnmI2JI-#y-(*MhE#Sy^- zmi;R9@FXrW{VzhJ85KPXMn;EMW&8D?ClubAWA5MvDq6QS{b=!1{lZo_Q=f}{vn=p^ z59=0$3Lfuf9_rHn*HE{`LrN5VeBi| zx0-l_KTRK;8l65(Z_e^zQ?gbO_mA}@-S%IEsxhV%l;kosOZ1GG zcqA<+dib0xS0?M}J>uC?%`6}en(iF(5Y~B9reXA6q)fjV3dCyN|1JF3g!`*%!UdKg zO2O@Gzw9>U`=&LRjoeG-z+Jha_tmDuC{1)Gm*XbEtajN?ah`PeT_3vbF=rLI(9;JR zvLfV}K=t?4ZGrgHFLJ>J{M`7Yoj}?a1cLV#9M%fpxZ@fg1wV#~fPY>@bzh1d z@*VzguB?|C#-VClpxUqaYCF(1(dX+zRGKhhoj8DsQsma?l5FRX)?9pQE@CSBzYDIv z!=^sk4%7xO#8S?AfZ^*uG{}a)@3^o-B!t{u_Dd2$Av;j2{l$3UZ?6Dzp|ngjdfZlVh%6fX3_pGzO}BR7eY$XrD5jD;I)ybNo3j+G6J!1-Ht zp?3e8OIZ+s^ICgdT>VYn(DIldt<82n*7d#^o#)#oEqP6ETL)8yqCb?@u@MU^6$AR5 zyVhx9->+)iEFX~|Wa=qV(k9~ujlQ>mkwS?|YhEWTn`&kv?o$tP&m&azlYpIAD?L5&@q((=u^WAL-14z&LhhRCRHB6ki-DKu zebiW6LKc}Ds_M&MZq+lPj0I%x`rcbqoO^>V(p+OCw+hdXo+tflEKO@cM8>|CnL4sS z0Sbi*zdv05HuC8q34vVUvYjbLXj%(dXz*1YFn zJhFZh{(4c=MBuj;eelg329+_{>RoX*+E!I`EMnD7nQV;JJ#Fnp)o%`8wZ+MP=(h<+ zR0cpuNRsS!CW{S!ymub_b2@T<+@jayw)ZY;Lq%N&Dpu`2@Pnnv#v!L58lh$nUZ|J< zWuqnN#$pS^b*ja_MyLwg^YHbwy9?A)@<*0{&y7ZBh;Hi5264J){$cYn%-L(~;8ut& zeHiNak#XqM`47&gDe*obrde^ zlpoeqjV^KEKKV3U399d&+_GbiXleyALfHj*fa1uX_N^^EwN+LT3#$>R?5tZn`B$Bd~zt{ql}nF+7yopTVr2QB0DfX|adBB{LTvMR*VFXJAh{6;WgCF(2PCYlpL}O>_>K$M@I;|KwrrKQi#UyS ze+7-nNUn8l|4{L7UnP_!w^U+55n5xCkT_s>dLmrxqTB#2?&p7(?JZ?L6FXFYtBN?K z)JFo9falrD#o`P~U#Yx_YNe-+ls7@jP3-e3hxL z0pJ4Mr6b9-8go}C!z9;c z>6H?|?g(*}@XYf5&0sBic6l2;e*86sl^uR%dOl30xlvl%^!`tdsrPoivMHeg)>g(u zXntC&P)FGSZ7ydFeYpl$U+t3b2XYWesV zr+m(5?+rng_OU!`lU%3*fdhm|6&Vs^Q{{IkMUI=bE4Gg6eZt_90`km(ipMAv< z_V}@zqhuytd|-N==jYTKA~g#(3Kbj&vzEw$ID8v#k^1N=FaFNK@vdDYY$rd;RoKhH zi3WZp)MmOPSXjZ|D$=dd%OoEpTL)mPJJHXHz(pON+jO@!WFLI2R#(?3Hka6ybn5~i zaU5V|ADFg1@MtR$P(QI&U%_ee8>@M_xzK8zdP21L4Y*lkeyT4`n^p?eJh$$=oi~Ak zM0!D^vzg|kYeG}G0WA8Z2?8qACkw#;(``iTiJOx%(zIQz%4F`AE^bjyT0q1O*fQYX z3c*W`Cskz?F-B?$h8(Q6hs9;W-UwZ%yIR)@^Z+XS6yps5yLH(F78XIAQjMsP2eYM# z9rOuO_Sgq_8S`ZBCdxWSm@0fn{6um)?6%gCHn-C+IenECA5k6Pr{~zZl$#Y`S;;;f zP(mvM;kjt8;j(R1DgDQLpX3LPDnaes5EKCLY3nF;_^TARb$SrJ!e{m zJV3XU+i@$d6H_nOXsom^*6bb*y2ve`=bVKCfU^0`9>+Fbks)i%a0*HB1ZT6Y*d_Dr z?AikwVdxFj;V^5_@0%X^+Q#(_Z)tn%Jo1i#PN zBZC9eJVw{JZe0Vlj2*tvOyLc??*l1j<*PM^jR4@1pXAZGN!>!{iO640GE~GAMjY0i zetxsY3PPm^=E9$RadW8yYpDw3la*O$1F3HGPoBM+8g!1bM_6|EXLI_85@Wc$M0{g? zUEX>2Gw)XLxlee249_%CGIP%|{?fKELyRBKUB$qWc=^|fRXPFntpQq78_nc&0Rev? znDAdl)T0z6dDOnl>rh^8qw6;t$-4vKS;oRzm8b==e#-Ywj$hvS-pjc9QW8CvEvCb#D1^9yu2nZ-i-M;6YVYh;94EK>#y`5 zLlS{huD$DhiQ7p(_^ezGi&25KSq(8kHooLXgR~ks+zjdZHlmtTXG-$JV-FYyG@LY^tjIRdj(EB-JZyPH_hCtkFo{L~+4W{MyHWGq! zjyNB40#*&h~NQbD~;dvoo)3(<>XuvjE?u6nEgZNP=(vTZ2O^5vgPFLZoh87Hw)T*{CT7f1#Y z@pAB}n@lh;u#Ytz?>)ri1sH!Luz-Q&yisy#P9TF)h8~~DCe6vhM-RqTcdAiu__04w z+s0$7n*Ayt+`!YIUsGn@Ap1SE(PbhtS$F_6Onw{fCQIIgilaDKH+g-QCSBo0z}j(EA-86xPt-rR@F+I^ za9ZANC+3r0zRUG?^m`1#t;_9bw-w~+7M5{c{4U8D_DvPs*o-D@IEpjyz{d`48B8vp zFhcRzMi1F3Zyj!k`~F=iU{UmE>6B;;+gcLQw_7vXj`g2}#s80#HN!90-_6a)wIMa2w)Q?m;jS$bx=-&-_RLET~}1_{%(~r%MT_fn{{es&0-MI=ELg6PVMWZa1xwdA|nKtA>nlRiW>0njlUvUFtRkEWI zmGSg*?dMikGuOu>O+WTZc1Ll=4$Z3EPIqb%h@~qjdE}V958UH-E&?Hj>{;4-KqYiF zf$4s_({t>ry>*saQB=huNWHgAXaHVd+CCM5A5R&0FBdZ9S+tGbDXE5^*~Oar7<*oW zs`EVd&yLukCVQg~*A1GQ&q#!+%9~){sLbN>$Gh>)h*2?5AkUWy+5AnF3CgTAXRqnZ zbA7FmnQ|{!z_w%S>BE*RP#H=6B4f*ywBII-5lSq2`BFQf)dn_hc6pf8B=I}gzv}o^ zf`d^`K!7Nlj%2l|*q@rrtE5o3E$SD$efAP#SGDTaLlCo_%FK$bKlLzeq_%96<=Zf# zjNOHElYPG$`E&IjWoM^nKXCxCMpQ|1D~XM=XEDb6cpEAAyPRfU7nKGwG2l67E~kR#OuKli05OM*H4J zquA~lc>6|w7@sVT7FhYaY4i_`hq3qu-Ga@TUm%*vc~4DB>h$Pf5o$Ad335^hPft@Fn5vctP)PYbTG+0jRc=&=bt^?`SdYMXz&|7{^X&Y0UQ zGa5I^{}`jB*uBNcZeQv8dnDSOPkrlwddDNqUqZl#eFkWi5>X{qnt z`m1-GbH*9(80Y)%-H(sL+H1|V)|~geG3T%Uey;Rn^FY#?jfq+{)IB#?{NwjK<8<${d04oU&7H#ck)nJoSl)349{J z5ffLV%D;RhGA*r;m5$a#`6KGy#)((128M-VU7>ozwM(O8wNJ?uM_+KSd_;XmpE3k?QwCM7~{|EM)Fogv@(9cLEhm)wK02x|o~@ znG)qGtRlfA-QO6B6fdul%C%O`&kq`pwRUQ0U}#7XoT50nJF2?AAZ)&m#cJH}y(aXq z>2PsVNZe8_$=Y28<#BnGnlOX8OM&qq^Cg}W&Ir!%WN*60q$f*9b)m6a9#_*B^$wSo zAN^uL^`&!qwGtxJAR%0DwUT-mE>%c>r(>xj4qfm0(TlaRUWe33JZxcZQ&ZL54qD^V z$yR5K@|T%}g9M?(kF$Mg*UH+wBFnY&OUFfyv7dR_-RgJKz8Pk6^sO17j*UB!S5~a`YrM`pB!c9ZN>oqm@HovGGYf*7TR$kKHeVLJ<%!t^s*i*b~ zxJ|OG=W;SG*u8@KJX4=_4uKKcBK@LlLS**F^7?c$Z_)V~;vI%_JuA6r zr?}dP&}k|v(?~fuo6+#F@vw2Q%6MA2bJ2-n(Fi-6nhUB*%l=~s_)Ub)($&>bke%Jb z!-LI(o6W)5f}Qj3-Mj1@Tq|K*l) z_Y{@?bp>(?EUfGt|6B!={a?;>wKD(rWc`K8lc{q)XS&hwMT{-y7 zc}$FrjW{{@c>iOFht5`Dl}5Jz`BccEOkpSvV?JJPV-7x6PF~)-FqF9ftC2AW7b~|h zw+TOoxrvFH5$B(wOicu39h~iqU^%Vqj4aI99qldte1V*BK?&u1B6M7A9REI|Y-{9d z4i~^4u(CIG@NoI}S87&vW{+Hrkn_pO&&AEj#m~!gR{%a-cmI8ox|y>J*dlUNP7XG1 zfj{3M7e)|X2d35tX{j*4pX2a0f>O?AMy?LdY7P#zB6P@yqCsByudfwhLzx=68c7?u zn!%tPTs(pt0`NzTlS7c3OOWd>D+e6;kMkW&t<1gtZ)YR74~_8OMVGg7f%|*?IrMi= zJu-9p``h1NZLR)nCK{SQ+d|OD+e@4mPYm#X5c^mVX*%^ZuP%0 z1}-os4r3#JRxbX##;iOh+(xVdJY1Ztrsl>Rru;lc9OkCR|8;a12Xj{sBWE)S3z$ck zD=^SMb4A1WkEOcvU(ffjG()ZfOc^VO0Q~val+m&O<7L^A9^;>HE6o1C%!lxw6aK@+ zz;%C*f$IWK$o?-^_>cKQI-UO?KmS;V{~zxFL;ufB{#*0=KhyO;)Aiq)f&bRY|6^VM zGhP3!8TfCV{6E(9|7^Oj{#{I&*+T~80i{y%wY@_qv(Sz2%Sj_HkpI1D%#DL1R~+TF zTo4GncI5vk-41!Ca1g`wo}vuKGA1S-%?+{ZyaWgY4dR}(gqr8n`d1IlYZJ2=+w3w= zf@M@l?_|BnYI#aWq8uKQXXtDaz9D-nqO^lhh{@8}r`VX#r1xvK7aT%HD>Ni~Ctg(4U%n)}45TKfrOl;tc~eBoqSF2Ocz<6m z#|r!NAtNBX`safx`S&|xae3)K9~{i^zo($k{yl?}hW_s<=s|za=m>oNe;b57-srJ< zlj{zh5@n)9k$U;h!+`xb+?~ z9DnYY#V;9O7xjM38vWUxb~&7YEr7h}|NJoeq#=XM3nmlJ1XPCv`C6BUED@ylZ}xc> z(5|nJ85I#BufE#&0cGLSnswp%cd9n@sjMd-5s2;P`q=G-7@Z?4OClaGnP+Wp-_i$# zhMN4|Td^E^gEELmN9Ua*+~h?R`|_pcRq33(wdF8D#gsC-FnxD%&28ytK6RzA+I(>!Y;Ha|^>2{UphMmI0eD3PD-d~kSi$ncVYH~EueBOyFxkusk>Qzu`AVM8Y#fs0tTwGoamsd1| zV?jx@PAJUvsYDT;;)89P>XJ6Y?fR{zb{O$01x3WrkaC6P@TJqzPL)-@BdG)Uj5_3PKwigjw_($f&5OglUi~tM-Ayfws?U4^1}2tUH-P zvC~RZM<@GU97EgMY@-i$z+7_xH7zZz=g~H8R8$m)+p3y?px`CM_y@hnqa#m5U}K|* zd0!F=5fM?LUOh=ySC=wVe4atGC>(q;Gowp;13|`Z9yO%6xBjJkveAbhQKh6x{Ir$V zX8z~TkPox7h`{c$?#a4+jH8o)y_sjN)71_}d&`_3dwZome!i8&>B7Lm%Ic*Yrf=ew z`#|Ex`L>ipO}CSiXN5T~^V8+WSeRc6qc~4m(p2Z}_c8@GHR;z*^ILsJ^YZeVtZ_04 z7iZz;CtaH;?tUZjY<^`WpZh01f`x^J045Edu28e|5(XY+OCSm=0-=yY*xK3(%m0Kx zjYLsy`qJ@yE2?gzH*scWrlgITs_IJuSHk#3J8J5h+S-+dgx+$kEBUzkm_KcTijUh_+RiuAZ3AQfmUGCfy-otJV*K6Mx zDl^hU1ZwH|HGG|^P#C-+?D7+5AocFeh9YMw6#2s*RA#(p z_H*IqPxN3(+P879UeUYC-SQ@hyZul?vh5b*wFpu|91>it>%1>%n3=I*$0Ugbh#H$* zfW?5z&2k=-$6lzNu05I$y>?15bZsC(cJP&Y3ZGqxaVM7TWC;pFp^skBeny~Bzfs%M zKqzH-C{yYxA>mV047`?)A2IRp@Zj#t%VGJCa zSs!2YKW_f9_@m1PY&zPj&eJ)GyrtEn6j>7zT1$6Ds9Pmmcm|Y;+|F-^c&o)dfBt4? zW9$+9yZyN*;l+zgavsM(23lH)xVX6NE0|>YcfI$P?-v*2UY9Irpl)hv)YtrC5MTHH zid-z!7#dpC=#L*i8VDCZiTY}~Ic>a_`*bYZVw+Ij{R`znu?zJaOmW?#C*)4V=67fr{NNWwL~s7LeQ={+WxQ(xx&`%Qd`8}3F% z*O@A3VF2ZVu{P0uT)eiK`8Ql6SFoqwl-s$xE9D=5H04UGh-9nxIs8!4ER*;!S(uz{ zKuNRQJX(3;YkgyIZL361RR{5)6hqtZX^nAr46198=uIYK~uRgvtJM#KECH<@1vZa<@2Cl1D0(uvnJ-yu9E?D)W zVo%Q&mX@${RIiAM8Nlnbt&HRjRYhN?^Z$Ks^5@>lqixHjn7M!p+&g#fBncP^3s2Ry zcYe8Y_WR(8=}pT4N>eklD@#F%7Pr@@t4UEYZ~{{buA$tNn^*F#D>=&uI1l&tJHa%IyG{S< zh-Dy|`#Qv_XBN3i$mcMlrENRT9=0SPCJt`$n+=64sWxV=3b-(Ap5GX0rXrrEkv@((#fXpkrWQB!zd%ADx(U(9)vZ;dl6^tVWNZ zxxHkiytuj=@#BZ--oYB{TO$*bXJ;pek2MqGnVY(v(@F(x%*;%^s?(R0y!7ijk;iVzMs+N-hbr`UkBt$3 z(bAGvQX+XeyS>dy#%WA1O{WsRKiJVR{|p87d7iRy&#OC=wKn{3Rqw=P2!!X*_A;xg3q5v zc6JASXkW-P`QbINP(-6+$ZLPA0iwHL;VuGQ4lE=$m79ML-F94`tt^oCDlaP|;IZH%BwCzoFvC_a)D2!1 z%PKu+z97C7l$uJpKG}qdO~NLwtjxit-w;+3ZG;G9*7#tkKL3D>oO~g)NM~o|$DO0a z#Isw!?lQ#Dim={D;dAH;rN-;5vePLw>2^o7WJ-k+Q1W2dO;vRc=+zSld$46?KQy*? zd_EA%Dii;hfruzhb?t4%uLnsSRO9OEm={LOO-H|&$;iioWwRxY5?GP8y0*@$s)>Wlc>@qclqyY3Vn9p$C}LH7i@re$g2CRBD<_Vy6T#um; z0=m}kmZKnAU6zbbgRT%n_V4&DqeC7?2!T}4OTCIM_J$BTsub#JiQ9GUO6y?AMQD$w zc#(Ms>|%0h28PLM2eI+O;}Cf69fD^}{L~!oz>e`X|#l_Wra?WQ_qh0{J$I#Xk%?}lo z$959axb*J9`j=-I_|%4-J@J;aS(j~7cv?$MxF`j$1vj1jZteJyag6b8FhfpPml75d z-EOLaxX0^Thf~xIemumR;^NqcVrSRjs7xdY>s4ana47Cz9Zq-Tct)*xe-51BY;JBM z0#6%+`_e`3TTp+Uu59nP7iVZ|8^xgbnud)HFZW?u8wNFwc*jGrwojj~xco$uU?FM$ z^ocx{TC8iLH&H5Ixg}3?=#hT1vx|$7k&#N4Qbf<-VD~`URm+v-uv_<~42_Iv8$7mV zMb@V(iA22jz^!JqwX`5ub*ehrG4LIKd{l{|*mnwc%i6c!nq8i*riK+6YQDgjtl`AT z&(E(3*wRmS6ZQN^us&T+3g)F*<9HPZ7kA;u507%s?Q#k^ndUdA8^o17W~Qc?dX$kEg4UH3{VCPro<}5m8`Jn; zyR9`3yG%MK3~t`NOAe+p+u<*WTVQrmKvW`D4}(Uh`bF zFgA8QsHOuN79HK&>jxueZ#hfMW?t3)mojdOmagyBDG^~x8W@5%-UVEl&>eh) zePnv-2@C!c7Fl4R!nwygoqEF{|(X?xfliA>tM5Df>QcKtYMU*o$`+LQ^D#>*f%-=mNwKO#iHyZ}G zGcI(ZX8oHSVQ;^@b$?;?XBWF-Rw6k;U8NOjHJ_cPjr87UEp6>Ai$Q(OgHF<%*&v&G zWhxP8GS{Ti!zuyaBZ9JWm!KAi3c_V_D2&8pES#03HA3vmh8G-)$cb-PGfAFIH=eJj~vgp81(o$wu zRE!d?E&g20EGZ!XJ47xv7?h!n4L11D$;rw2uITF@dwK{jC0A6aC8eZjtaK;8KgHD2 zPDjwZ(9F_r^sXsX!&)4(bTLinX3&S$DKnXFCV&Z949??+aw>%3t=b{G zo8Jj+c>*z@B z`m`J;I88w@-fDnP{S9nHDP7=+Qkr1q_9r6Wi?7u+9$RcwV*XJOLh0_@xo25Q_%u$v zXb6&I-@}dS8n0dS^lKz^f`SycmC_5QL3im$k};vK z&b7CUfUVIE*0#0^1e^=QH$kWv{&LUIafga@JSatd$!sRhN$=geH`!oCf+*Z)nk(~>tXt+SK+bc#)2vp0uB@FG1Nl_JXIYfP4x5J(_cHi|49QsgXy<|YBZRh}sy&t+SF*GXj_>rqVD5CTr$1X9!VN}Ly& zAlR5}zmeG9-3T_}BBvlu{wP~e8c(cVe2fkr2P#SMmsFD#oH*co;+b5gtL#cGcZ_H1 z;-9{ND)XrHI}|pi;rn&2D^FAS?f=}+ah~Ss(`O4y6W0+OmfMCwEGL&Bh;qz7!`}{w zB>jFC&=_mh+r-FerC>%}9QO?!mnv#-X)shZzh&D5=67jG;Kq*D^1`>LbmPY%% zzwr!`{v=^9tapkT`gCtT#Qa*-O}RL_Lge^k`6|xQJgRTKzX+tGsEFl_iR;J=O8%qj zshX+!RMyEpi<=g}ZMsdq4TBi&+&kj8 zR%@|wxyc;&35nz+KTuyi0i0$YkdSzV{VsGaIPaB~nA+XuvxDp4l?uz(0ogy=sGifj zi^TGAFf+b-%=ty8rbgUuR$uxtf3nq7pgLvD&FQ{5g{6_%KEA58p2On&*Y zuq5K6fL0427~r15QY*kfJGg8$yO{M-QLJ$3Oll2uU27 zn31sV*O~M?#rjSDHQtL6+kz~%&xX7O_yy!O*%Esf7Qb8pNJFs5Rwl7tKnUXfvy%Rq zd789w#^eVKZ|@}ba(WJlvuORIPE&8pIwrMiOubI2W=+*uX}^JnfO3Cas|lQ;>)JRj zA0J=N=A&UQ%ie>LSh0lH7FyH90S=>i2tY9uET+p=Js`_SU^&JIcq{l&jVXR$Evx6g z1z=2)_e%~m!T6AfOKNy{>)UW5{epxA(mMdZ2tvPsA3Akf|IZ%#g;^;01iRN#f7Z$ zU^cnUAINM7N!wnmIpjchk2ytj%(Dx1EcDGvWH- z*>+TB4PV@F>8BY1v)B*W*$efmsQ_gTk*EK5yDCDv%J%rd7Lq?3UMuP{C%1z+f{Y;? zPyoY?DYxhH^oYPvd}`xw9aoO_Mm~*Up_iAHbHIus0&8pUw(;3Ng{gVke)Xm-))Pr~ z12M{oh@kxZI}rS#o)w2zwAz?!#@`STp8x(G6+sX#jl^~EWMr^4DhmMO1{lT7<^mhQPpD^ug3y4MN=Ul=YmVAK zuUv6>TneC-2N|412qcPgT}Q|0qIb&v;@l7N+H0%wO!3C+HBN%99#;DWyrv%s76hsf zx5XjhbkjGecPCCyPbYrI4Fz!~PNVM`0aa6Q(G%XcP|q!Yt>SfPkk}xTgy#ZuZnA1016dF?h*^C@OWTKR6M-=BKPEms z3pIhbsabE|NDx)YI8JA5Wfi`@p2~zlgDjGI29QNk_#s#M`4!_zWYur34c3J$k~leY z7a&o~I9zYN{k=O;^C1Aea{&UX_OreeXbGJAHS+XNE8`#MRN1IVV5?Z|>!cYLm91!M zYfIWP{Jb59eEPhq%Ry6b9A_H_IqcUpAvH2u9km)9RjkNc;Wjt^7PRxccM;IQp(`Z! zu_FLFf1{eu;ne0y>&Ps4PJrOz;xaTh*Dl%&18DB!$BzWsofWpWwj}_Q5cc+t0Kfv3 zHMaRXb1>{+0NRuF)at33)eEo9ril2c2d}7C=E)1dZk~+|@rGeR*t0mr7_j z(?qT>LyS5O=spdHEsFaZbT16Qy?t2fd#r&7tlG3g{;*i3NxUJtx;RD-6a#Tr6)|<( zWR}_eOy=yriREHKCu9w`FEad3ufBWtt^`o_9%2IxuQ{aqgUFaE+=;4zkTgsI&pkRi ziZ#OOAjDogAmFi?$}z6YmiT>nI9pO&FZp+oykZW768Kco(~P1AJ2Z|Jb&c%r?V%w~ zmo7+5fU1PSB|{IW1i39q(l*MZeDJ|U+q=6lplmR@&QB{~8M8eLFj4U4TfdI1t=)fW z0RWS!tr4gZ5JE1UDAm4Gt(g`@*@N2`*reZR3B$L)EbRj1!uIM@Z+RSnYrF;2%FAEM z6H8)c?&YW=Awgu?0tprvr;G)Tkyg*N5>q@KqbD0WJ_RO_0FWCKhu~dju+>pNQ-AC> zG90t>gC+aVs|<#w%VrOkP{`YW$P-)XK|Oe-~qelhh1$V zy0aw*Tn;A#ig#{yf#ZZX)k#!%OM{<>S=%A^et6!`&hGA;oSdbf*9?Fhy$wk|q*}8_ zbv{sI%zXWNm4F~HFc1NE{C<9RBAox8*5(EG`PX+;ebEZDWhBDGE&V;1er*oM;SYju zQ;d_UxRt=*VY6h1n_s2W)k)SjHnhkWEvKtkad2=PflXarTLTm-e`f!Ys;cAZkrTMQ ztow;<4yN0b)YJy6zsmIM;q7WKA1KBFUFs`Y++J#=r<*p0_40zzZMN9tO=!42E=OM@ z)$h>Ud0PdxgQMwIaf8@+xj$K0o+$_5z*m@=nbCvd0j0(QTj=QMXaU#?u*RGZ9w!HO zKng(xjD#7Z3k$NI=*dW=^D&xoXqJ*Uzsm+4#N@#i!{P^xxk*H5H&1)0kUj18p^)Zr z6ESma9u_j;%6oYY>+3M^fO-POI=Sd?+(vq-ymU0y6Cg|3b4(2d+6BjEt2<*$UM}6 z1>!sTNbdJRu|cff*{u-_01nx9e|lc9Hw(M?w};?MRohpJG3G1yr3yGvPFLG?N5nJ3 zCe^pR3p7UL$B**JfF>wgfN17i2jT-xPENtzhK2^F_4MC`-3x&33;6x!@%8gFvbR6iT`jEG z%og9*zP!7;>jbnK0NUc3=0-+OfXZtBxV)bxe`{|LBWb*nwr^FvX+zTXZ7i(y_Su&c z&5`c9o{5W?8$yp)DRPt<9rt^Pff$v{mW@6#Q>diU0TL+M+}u2*Xu9gV?u=Jz)H$lh z=dDrsHS$J^^jl7Jg5R zW38p5gH2Stw>pM><;s_U5MH{6uhyQ=Uv%jXMg z)~*HS_!P&&<^2n|H&2yy6qNW(l|}LK``8ywk;}DuCYr!{zGre^7&e(0MFa+iax3^< zz@C2WPah1$X~{x6ps81()5f}zdD9+)!`y#Ns8@Ch<4ifCUbhcq{RbT6Y%m^nsu44VPy*65OSA z-QB2&2uVMcrLkpaL=d5?1Okg?m?_$ippcfjbu z?J+VkA`r+;-P?-|W|+usFm81b@>DHr+P z{{F(k0x${MCM*14`v7eMIQ10N4;*}@Z{8pPfcD&KJT$boXB#bY7wgr=AF>PP;o}Pd z$-t0zHPphHF*YgY{jV3m_qMIU4q6aqu6rmmSPqyeQi0^MG;nlwI2Sx2GnkmQa;>Nr zP8luGcqq@$%}oSR2_W&dlbpp17Pg$F)>4%*9q}~QwQoP$yT^LUAtz|tZ!Wai3@7U5 z^qZ<^F1C<^nPmcYUV5qC7+8fGr|%(-Us=5s*}N6U^c`*yUO|YnC9dff7|6zAd2=Iu zd>$nv`ancone#uq5fvTnW>2YJM1W!d>`Ba#ZL`6#Jgd^h z0uA!U5ErMVh1m}`nvTt*35Hm~K&~t%3)*Ri8?;2)*8^UF)}I^=+fcGd{d>9BE{EZ~ z_yXzPw__4FaLu}Pu2+%Iu~xM)*=WNLZdNu1r={m{!BDBmZP?V=vUR=s_3pSpss$5I>4t%*s;aV_ETJVNBy^o+XJiytP{2aRr(&s?q7-s};3)?2 zvi~(Nk#_U9@86x^hG|?)hqFG*6UEeE8c00cb$JK{K4gNfjGHsHsKDM|zkXfV|5TIl zp}9H3uV23mO-$fuxRA%DA*fa`F+G1vN$%Ju@hWBy11*pE{hQYZ`$cMM6xc7)p+Xt< z#|8TO26gj&G%X`6s#q+_Rb#qJO&yDZiVlKL1SDCox8;iU8zCVLfrFzxh8$vI)L_N3 zV85<09y`15j=cB`TM$SJu=(P=e!ym<4ty;r%!meZvfREDYH`ohy2#~SjE<^7B8-jV z?RBhif?oNWD0rN6s9^m2ZD5V69Hs$a@_yyhzX6z9mHjjxb%uxQ2Md{I=27d)0XGkG zLmJT({)a~kj_}h!XIkj`q|-uobzvb3rKl@r^O-;5g-Yo2goKF6NwMQw57^O=Za4n1 zK66HunWNFeUW(o=*p5g8>chdgmViqpP%_F%$Hu0*z#vIaxbX4C&9>+c5V5(AmseHY z;ck{vQAs-dvILu3*?sdfIgpZq5^)EzW|P}SZN;6P0iW>5cok|&!DnE=vm^B(pc)`% z)vmfW>*DS%+mfduxX4&%7m9bo$j%y&X(bK;Hu_Ff; z*VD8#q&h3OukS(T{->cKf*XRa1lk+AdU{U3_pCC_fYa8tyjoFN85|sZSyfdvNL>~p zCT$Uf8(@Pm*RGS3XS%J8!(K&CO--dCiF^?spX0)9Z)zIUo5-FGUrCZjR8x+*wzwm6 zA@E=`Gn5tssS?1w!A%O%%s~&v=P=7M3TXQo0rG#~c5NOsRc&5NP@BRWfV2V$iU4t0?l{Y1KSPG(e5zQz(}6L0 z1Gu|jF}0{~UR=z9t~2N-#tJl?0BB9~=H=pQgQ15CwaOJ14fNQeqd|3gY-wVqo3o+H zjXh7FuaoaqUS7T+=1YcH-iyiW&VZhv9yVRKVl_iDej!(}X*k#)3lU%(xh3t)YZ^ueaa#c~e!#fBe4`^Ha*`K0O zCn`;Ml|qMiyw>Z^l-WJH7c@db^`pMM_jBK^tgU5R45lN)epXi2P`SlJaM%-?97)N^ z;V>@kWGO7ECX1}KwRJMl3&I~p}@ z4vi^qNFC)QBv3kxch;QB4-UyBVbK6VqyvRoUT#*a@vwK%d%!A}M-w3iDldVXCtz* zw0oUQKK-nfl+CAfIG2aeQz1G7J#5sqx1w3@?N%#=_TKp`gLnBQNk!V{98});F{u3^ z2oF3&>9fF?dV~~uu(X<+j05I-g_B4ph}H|^UATY`1G3Ork^iVzJ3ti@)*Z+1`)jRO=~x0E z5ll@Vfq^yHdvSg!mMZ9mh4iWuAM}D3+1S`Xsv_s>D-2>K*cPGIOGZFS!A?yR&n+yq z1lC5d_`VK1I9*aU-MsjsC&Vi=wcKDCju0bY^^=m4mZMS%KXk`ZV}IwbbkpR?8$V}M zDb^RsToe`)Ywr5RZf|=V+x6^#qRXvJTuNn8wD*1LB^J@FwlDV{EdN(s^g<>b|Xs^T$YJ)0fOuN|$Uw6HlV2;Z%tM=1sMFqKeD9`y^flNu|1ZQCt^aH>Q(aU;9N;?Um6cM3SEj{^h95HtUcPDWe%{XkMX zb-)ZQT61wnVp5Z+udlD6nOSg6jetD;OA9>oN|Opm?Sr&#pkBJf0l_G()c5k`%WXAn zkj(+kipAeEbl9`rYej@x)ix7&ux9e|@-4~S7J$#XZ%om$v*SZ*=kD%a<9}8+ zkknhYT2!%Lp-1}t`}bhB27ns9S?5XQ&PNE}PmWNH!@1`v;TY~63rrdnkM&kO= z*L%%3XKDcT%T6q2KlSxN@to?E7Yb1pid@;V8VMr*QSmi&%BO zkm`mDtIYfdhw2s<7H9)l*XnZI*C+2;JfJ}UjDxMGTUowf)m<87Hxo2W9ZP6F#k{4l z^$QZ6t55|NmuksIVgy6o*Aa|OIs_E91r|CuRex$Re_cAyky)PG5DX!ce-%Ul$_d8O2AuTQdXLcbbbWIE=Cth}pNJT*VO=93L1F=8Jr9NKx%l`f@2hM98B;o);sHPFXIXAwmh}t5&n?v4EJR<;6Mm|pB*AqVYTR5 zgF-ZF`D)vT)GjoY26w}6lA^t zdl0rV6L0o1l1T<3QHAx``zZ+{vun6X29<(7ko5)+nnguMK7%rMs=}%rTlv<^Bht2u zTpa;7spyCGJRKNp#sYlrBin9^|9U1j>2-%_&3H4r{@I->oGKaA7bwipc@frf*qIC% zdD&hR1n)#HQQ4qMA}A2!bZ=s2NA}a7JYWC>63zd3pFgu+!wwqapB3p;Hc^+bhlE+% zh-)_UI}W0HQeubgJ!zwhe*JI{;fHHDNlo1 zfVMSk448YQ*b+_ly0f1rCtm@Y0>CtEZW5BYsv}X7x$3NTotuySlX-BpJJ95j*6r1x z(AU?;VLQo@E<6}soUN5(fqyIOeg3Vuo@Ep~F;s>dPrBR?DRp%h($Of@@^6%$S?8oX zt`M3($Or*iVhxRI>cdN5*Ng`{X#s(NK>Xpu2hceYqF*XdLvq8}8tev0Ok6^u71)=n zE;skyKW|EId=gWS#kD?u}Fg>CNY%7YwOB{L{FnS3C=%Rz z=vfd2szowOGW;+9K=sD~>;}kH;jV70r8Tc!UDK^0D1L+w z1;b>86*uq-vB^)KghfRebI9*evT9cx<#>=5Mfdgha{>X*)qM{<{@B!JRxwDRZtks3 z;6s5|s6m$nkS^LAcJ$Zhm%<`&fAT&@#9*Lgn~y2*F$-bC#_xC@aG`VC^HIK6yt}uv^8{3mfw`#dI@RN6 zIW9ocNNNE{P0K2B1Br`*2rY_?Q`It_QqVPtquj^}xZ2^yX&ulXJdG?T0-bxU7l^;s zfnEaCvdsr7M3e4l=5k-)bU<)0oNQ#jJQUzhdt>wBDqDvEqgw)`NJysWQ69#19i2?2 zzw9zfCYy*!i+ST_**mdIvIk>IsZpop8RlK{}ph^A)1ZV*$T@c~m} zG&4^g1hRSZd%ygCM=n}q49da60YcwnOAg#G87~t8sqr3~&7M&gy?_6HSbvA47Aq^W z*praxXk1V(->De4dN%ay7b1{^RYzSAAM$WrfWF;gd04Ma`@xi?vS0sZI z7KUPUMRS+Hs26I6gIrcn!e}RuNhR}ISG$+Ds9o~?2M?sR zz3Vt|fgNgtP~}#aM1qfgTk$n;6S7!(D!n#~%uLKe_j50^-oBmNx0E7+Z8xMdzV_`T zE-mdQ+WV;l*&;v;;Hf!y7d_ek0l*I`WTRm1rK3NK-A6d}N8JK(H4-!Fl}wOiOO&E} z0m@eeG93+2kw^l$R=OYR2w^pmZ0Vid4%4h356Jp}L6StoL($)x7*Cu4s%|u}5={I# zIy7ByS5gWJ3eoDti5eEELLN$FBaDf?PJ7ELX>M?Tkg0A>mfq0%q6JJHf{&Oi>)t6 z+ZBE6JsFrGXdNTUqnaeBx;tq@$F^mu1K{nvuM9sf^5ke7&}$c&x5RE4BH$RpSYNty zFru%Z0=~BCLLN-hd_vQ>T(fk?l|7}C*|Gg`9?|$HJbmW=(KG+y6SV(Y#2`{PjoV%K9%s>9S@3+50$kJXE;X@yw^JNph<6j(CG zr!R#P>2DdR!CFH$E5VkyTX+jO$yxmDG<}}}E@6+nl(E+xMBtA-e4m;Q&K{b1zzGtb zM^g}QEAUJ}I}Osdp+H4IuftVxH%!(1R~D>)?ll(1@1LMjnoK6-v0?rORQK?4pcD-) z!GUnf!7qU6^6VK>g2FziB>0s#vYIU<*e(#LRWN&`=&wcq+KxZp5-jqS85yfWobP>) zm85`65D18T&`%WvO+bhC4j}rF3MY|@SGX)DHb*$E{%&2mI1)7E#=vX+y;q!6*QS-O8u^?!g$x1AyCL~rs zYQ1|C11?u;BgiK)Rxf5Qt7*M^8yi)}6CNg=Z4Qn6>Kxsb{ zyM#b;7j40w5E+pjCl!0HLGXsLv9UweUZ)-RqCiZRs|&JcP@=VgvJk1{09V?i%giLC zVi%W^5_#)>f+1w)ZO!ll4fL2on{V6OdvQH8Kl_ro3&pb%uN@s9AFrO${I2u*A|><_ z9b?6JYhtucx+8Eqe*XtXx58P$dyrbf5-I2AJS+&fIN#pcK|y$Wxyib#lQ=s&KTl1? zffa%z1{DF4(uRxk69fV@{g_99%pe(VF3V#qiNkqS+8 z`>7ONyK@A`%*9RJux1({g1>}Y--Nmj5|QiB)QX9V+u7i?3v57J1g-aF(8);4$+dTN z$sS3(T6W_BD^SSEQe9(;kC=Ebld8{7DW&;|GYH}kC^k_LNaZH5`||YfIsAY+{|_BE zc;19sq&%?0{F_4jG(>>gHz3}bnk7>05wi*nubIO7gRrv;+HQl)kl>BHJSLT>Zy4@% zzWMEi_9RXdbkNlYFG8W4B!UWddR;lu|SqBo#X7O`EiX05HQ9iDK1!x<448#{65nY#hN*C^uha}a5eJ)BOR%R3!laYH+^V30e3@choHfYxK! zE8BlsME=NU>hS=`flW~2v89g)1jYAXHSrbLzetUc#4~i0;jCapAf#K8>?yU)_}6Xz zsRe+t#nvns`l&&rH2kH?)BhhujieS(EewjOG(YYdwMj4hZ1SnD=HTWa(AQ5Zb!_!5 z)VW}VTndynpe4Dv__LqT3ifHs7_$aKcw^Ya-aZC|NeYdmcV5SUC};eGPAs51*Wn&0 z2-xq25Qq?O;^v@b66b~>G;}Dklzxz=yWVhCmbW*oSa;Z_t@_so&qa^1Rg-R1BzYUpLLI~@I)?UKpzMgGUzab z1@>fZKvqe@u8#u%QWQBi`k#L1LW5>1P_#-~S~7wVD*_e}nwF^%+mM?>8ArpzQ!#4D z0T{;8Kw7(ofnPB6yN?zdP+#Y_mxjlN#toJzcF0&|U@d_!z0axxXqBMrav+@7usa|G zF-shXsLi=%_8-mW{S*j-r-JiVTTf}FLNK@bGsFy*D&42OJ zxQLX&CI#Pyo%7*lVlNP$wVI7TuY-cTk%;z zsJi6u948MC(o0JG{QN%_7ir<^za8!m>jQzoZ29s<%R&gS8IU?)Z4n2g0dWqE`$*k0 z#E)w|UoxdIG9SNOmI1wzyn@10$O8XX7tl~rr(k8-J&l1rK-e^Lezp+$@zbZ)R#Xhv z1Rrm2P(qP}m|nXP0YWOIIt)~4m{zej_?3>RHbG_%@c`M}0Wx+D=!c^H3Y%UMdlqtg zSR(8v!zWwK21d`-9!Uv-D~8e~DD(CrRIpb+yEr<*IQd}iK?-r{nyKo5raz&066AK&z|PjVt`Gtc%*5MNYDp1jukjG!dHB_%pfck+ zpKVJB?nQ+p(#P`iCz`OW1S8wal<;&M>UW4t@~!wJBRW)g0S+&`?S(EcU*-dS0+UN9Pr#Xf|HnVQ-SWd-g?~l3S`8K`&!b%z1Oh7d9XtpZQwj2nO zsAwTU!N#7n6z=8Kv9j8>RdB;JfEwKN@Xrsmjm4}ajf$>!8SUJ=Mz3Cs_OI67wBU5T zs4BW5G`lat~$Wq*uhio~l| zx4UGd2|SLuKMC*KBw&ZSS1`c7%PnL_rlNJ_!Y=6$lls^zY=D5bj<-ApoOZfH3K*&G z8F^GXs~>BACcx;Hm1_QI4{-s>F=ceZ(GN~1vGI@-Mo~H<@UQ zdiP^*IuYTa8G;PFPNo{ADtJC2wBceHPCHtec8ppKrE`eysCaf$m5I3Sftw?2#_R94=WtzS$@V4 zr@b5m5>GZTf-z^MQA8ChdqPX^!icKcb`KE9f7;J-HI(G#C7(Z6 zOo-gS_gqZ3Ho4nthU3#+7orJ|GA3}e8D^5>G;n_Gwj3AN?mr@+4*|FpYFkzjk*Y`H z*le!f;Xd^g8i?cK;u>yFH+K&Xw*L9?9zs=|qh4Md2!I<2iw)SA{DzC3L9?q)H{1u@ zBFt5dQta$-5cW?4026z|;=I@?W=3A=!SXcdv%v>Z4?p&w`BO=|sB?$f^#Wi;+*pyJ z3R*zne^&Nw=hgX+?&Rg|&M0DENiQw8pS1-VC2A2o15~oi9t>h)lswjh%9f#DzVI83 zLl#JP?lZEX2i9LfFHK8JtG+a{xgmVY{oNTCAD?)%$fh^5>xnS%7cG(d)TOF#nUbsS ztdUK4k*WOLx|f&vGnT7LcDbETEYNg&uECk@Jz1!`}c1@ z%td_~Kq7>Ui;(+JEXI*Y^F{pn^~<#|_w(li#ooi!TMC<-oZEe3KM_`QeLd2mH?u!i zg-unec0m7wRn&q^t!D6&uM+6@nR>yDOZZv6%@9cyLX`Z~ywlUu{0?)9P=gM-sXs&- zo%si$Iug?A;xOtkYnAJ<6i~IKmugG>k8@yQ_2*mleR zbD)Ka#o>06qy2M(m}|Ujt|DMg6?LoF)V=IVSfG)5IBCThq|d*!GeU?oR<1QePyclU z0KxjVP5NJwhyL&GgC!~CtVw!cs{vyO(bH$o2CY2Q)YLGCUG@aG9k?A5 zA-j;H3XG5^)%V)#bc2GPfl&|e|6ItBP>{kmzDhY1SAm5x{wBYvB#lM1#-)mvtVoDk zZG@(T-ju)EQC>k|xw;@T)6Dk{>EPPfWUU?L2sn@ncME~n0LF~vc;_ND5%S5L&;-lV zj$0nQkylXy@bTlYm6hj!gV0%zmQsn`y?gf`US1H%ZomDcMdWdnLd@~JlpapD z(pa)&N*!i%9L60{(!uteW+gN_q7ea1zSY$pCGD`&OfB?0g!~=Ro~rEoRx&6|@t&0Q z(p6z$`sLaqQrPJ_(8eyR4qAo!^|D@G|IFH#h(-K6sYTxg4#~*K5D;LnC@7xkNYG(U zy!UDF{8XgvK4VjG)uT|>*48(yM=k(oPc5e7FONBW8>#1FN^TYUBytveQKQ$wGTiTlE7HG*Bv)B26Y z805@|9dFpIIsy%`aq@Jvk9g9I5t-fFxGWE+{J8JuB$n}o99IfIN8RS-2xkndMGak5{aax#M zU9jq}K17PGdySg!lnxdFTJdpupa>ft7P5j|OhZ4<+ZzjB&@Kt# z0*2c#A-*<@L-Q<)+lmDQqkg-Cc{<_4MP{FGJcxo{62UNj3Jt0YTkPfcthxp5+2xh2 zhGQ28o{S9Ru@rr&FJ_%f^1Z>?maP$tjX_h5Z$U($B7TI12(9|q9utw^SwB%w`WCP@44CpR&6#Jb*G~NhX-Zp7AK-7Giq#OR?bLIH=OIZXg+UPxaC)y zs?!JNo~hNcacN)@m5^?_xheZg;y_NAN^X`T& zs*zhD2=XDJA7~u@K?nnTO4NoI_8NYZ7DpIP5&#&$1S23OZmb9*sM?)lF-pok(M(BC z#|1Zjtbhj{wDkOaRs^u+1;7z^tp+#t^lXV{SD-DjbV};!?e~YP46Xgtj3C8efxe8T zJP|eyPIqf3$@W~A3|tsLe}7hfeiRIUfDKwFUyip-7t#>UW41CB0A!QId{*n9Gt!u^ zDlWcI>AZTOD|}s!Swl}j=gCDkb)73*T=kZ<8ZTD*DBy#EF-MrG%8#dQ5BitvS({HR=i zpnT#%78V9!r>1Wi3jTE8d$Uwby6JKJqlsa5;-Y?6xv1T?jYzo5cIlGzKZAE_YG`*_ zBvRP^)E_m%gcES>yPv05NnQAI5&evlb7i=?a-^!D{bW{kU&=KYNAfC(bus^=)k3XI z+^u!4l&o`k`@Cd$>l3vGV%;6pl7188I)x`co?hqGE4{GBl-N)VBCmRoc9{+XD@uEj z&Ilq6B)e~#ce6yzhJ}amKkI4*<2pb@QqSb%K;eTl*Q2HRw8G8|AZbDY3#|IW-o8NV zyO*#%Zdz*iE+#CqtzlE>Te=?>0;{T(pD zhF#SwW8>z2G)s8a97;1eUq-hL5Cwo*w>RgL8sM(n2$E)lC?7KD5*x@S&R#=CjnSym zRo)lVf4CF@(J>aaep8Y~R z$IA6*qNs1AyT@1O)w@m2V|8nymARd1OVQP!hIpP)iaD4!Ah%!O2aF-o$!d_u*Gq$8 ze~(ePJ2PC!UHp*T3j(D)(WJ6J6RXLKT?AopTXx__)9iBbffS`_;Huu&h2=s!IJX^V z2j9}to6)>FL{K`X45WdP>k2P-1C4=aaPPCOhG)~#(1T7j_-})`mp=NM9v(ZpiTjxp zN;7{8$Pyy6&O{_6V`?X^XrZ@^Pb@(kq53RcetyQBo~<8=;N<7)&8+ii@q|+#GT_04 zPcNW_Pr;k}^ZC8`@HeWFmkSTAnKYfc_E*P<&q(Nz)G-DU(SV(u8@y*`acu|oi_~gWd zwmFBcre;81Ufx}Cndtd;0a!v{omuEF!k_C((8~4JMby*g=E?SgUKf^cTKm<8qr*Yt zd@8+lN#%6H4k^Ozn~72uc_{jojUTZ=cL0ug{n=wELDDaAn(VFY_l%6tt&YBYUAF&f ziqOly$7Ec}%F1eId7d=XtP?&AcZbzL-o*ei`UtJOJpP5wTdGimf!-Sego49_U-CPz z+>ZVDu>p(&0kX14YXGr)BuMTBjlng)_wOln_4G_&YJvPRAhFRgXGSweCIY z687z>@xX@`SHkjHU~zG=<$6Z{Ri3x^CufB&z|`o5lpn{HAqsyPnTE)YkQp1eNryYD z#9y_;_FEz#aN}x^R~_nKkfy8!S*4S<9%-uwy?b}`PiHkT0L!o3BIOW3&e#~+nvpSO zKuSxC1|WOc`K~8Oy2^O<7?RGCnrghTwA3&(gv&G8bHSEjYt;_ z#9x96lZ8t_b#?6)LRAA8^E~5`_NiU~@bo>kXRo;pu=*y7#Gl5+-IrGczM<8Bdmi-h zkzU*Ru%BQ)0WQHHOdXO~?OI4$HKtt^h87~;mXgAO_{|sg z+=Z%LKVxQ=n?sGPcw~I(ED@X~8GlHT)B^Whu6*f7jm60184Yh05jElN!cv!nvvW2BZj>rZ# zFK^z~xaQb5Iy$=BAiXACnTXukafF<;`r+n`k(rx7(%~DE%?*Z^)A!Hew1*ykpdlku z`5hGA{Ohv9m+4U|%tj-bfO}IA_kR2v^2qShQyA_<*98Tw82H&?jVZGk^MRryD)LBR zy!J59-_MWb(j{CJXv}?OLTjikjfIq@zbiINh;XQfu=S|w~D zGV!wa@9m&8Vi0*D5qlaEMb*~Urry?=R?wW&Ch6>a6A0zai1$V0Lm@YAu(+C=2jaJv z0u^(rtfC?Z|Gl!xczTp?_8cwh;qlLQu8o-Xn9~*;_qA&+W1kp6BX;kf+$bJRLx7_i zu6JF#hKw7Zb4kE<(If|2y+pgukht#+VSNzI#j%xN7E~A`)i`TJD`4KfruCwQ$CSDrNNp7964!MSBce@ zPEQ_04CKFXb`F4=9)i?Bi@AC?tGS~C0Tw39EH6j%K52QRq^<%biIj>8#Br_q=d0&z zHTMl_VwDHrhZDTM&1%wJUiK*0Uf7_qe$ z;jUJBWGI0mJ#(Z5T8>yxPmlL_i#T1Qr))roH`w1;odZeZ@Bvcj6v;B$ip=fb#q~>4*;~A9H6tGS6OP z#on?NgT)H~aX;q4NMjg&Ak3ef&Ikpgh52v})d(zOSt2+1`CkJC<+``veURj-Ia6cB zZ6YN4e4w}27b?H==P66N2fZ}_-CQISfnt2^@L%a_;SS7u`` zY#bY_7O8_cT2&*~j~{P&EY@Z*|u%YFiZ){Hd{^6@`qanzrgfvHh6V3g%xkR^3Xn z3T=%N@HC~A3pClZZq5YkttB!k{CLs605ed z1lVWDM7pEbDxfO)ZZ(`rP2I=Izlq=cAkHK2ti9V%3n3Qjq3GD1{b;I5W zJ2MiC1POD@U?fvPlKOi0<6)$30LwCXr`C#ldnq})T>G|)f&1wlv7;3=#klL|K$?$? zwNDA3zB;v2`z77I9L5D(h8HUb2OU&@_rT;B7Os?>kxzm`YQD9x+Q8Wfci$#I+)v_O zHOhrQDx6p8JP!_@!SSXm*9TJa@-B>3R^H5BXLqf~ZU`AvhVwG+PQF)ixL~=QR@on` zYi+-6(bH%GJv=cDm`RAJ_0d$ zz4bMn?~2-9ec3&4=G${uwH6@4IeUQ?_nfsiY*-oAq0Pqdnxd4-Zq2>Kf+aNv((S^M z__27j4(@TZ*HyVVOf4T#0Qiv#$!z@AziB-^bFomiwI|e7t>IEo8Y4|Zf2n@89G9t9FxSaOc|J*>{6MRNS#xPnj^h`^Hl!e7X%&MMkH7MIj z(7SX#3BoVcN9KAJ*BfOc=m-JSLDS#80BT(+82JA^6tn_L;VzhsJItc4Xb6_^ zE~L3CS(qrgv3TqP0%7;m!RbDW-l>5sGHUldE?{xO3dX+Yh}^J+dN712lz$=Id#J*M z6QE?Tg^>~-C~3`V&&0+Vb~vDtCI%=DsW3Z7oSbqt3)V3Gowjlj$yz^|V(*$>hgnEo z?jnd36Cf&s)GJI^oG)~WMu?|)W`I7vW&#(m8`>a}jds4;x)Qfr7)4q#cyv|O(Hi;v z4Cjq)y>Pv<)B5Clwv+GAJRWB)%W+3dgNMK;D^R#ANjMNTT-kW9)>iW?6LRX2>w>0I z4DCk-{~NZMPSe!bQp|HL(?40I{lV=El^57oVhp`@B*Pprva8Cn&B8>(EAN@)7EN|C zEbiYj75;oRHPs~X=q5zW{2)T3B|!5PWy1Wh@igHhBopo~->M?V+3EJ8b7YqMT1r@z zPK<@>M33g24hixwlk8Bhc~#k4Ez&p}vJo9~h`bgvb2h-8-L+jg5I-wb)LMR^$W!^s}IJ0Ea$bJW$VaU0#V;Mozal{$7=v z7$(r+YU}Hdn{@ssga!EvY0$>}KOZvi-`5eSY|7*-s>WT5#=ljsXv}5swDHe73S79{ zMso-?iK!7L=q;qS#NUC|lpafNHfud0MfXXM?0x^w;G?6bet?DMl$!pLaKp`G1D zp9$Hi=_6lJ-1*BGydA;y3psze*+t8`4bA?XQrp$#K#;x-u}_nM&!1SXEIsm&D;O?dZeFX8J(VN8S<~$T)es8 zFB8bo&sio#N%DLxH?+LciHwMmVdZTMXX{iFsnq8@*J_}xJ3fliSG!gkZB$Bav~JEo z8ozecQ^E*_1CkiNCjpg#oSFrXgRyWX>Hs#uLecQ)`{^Z#fi3kCYSIy7f!^Gbl(*yt zy#MQ+D+DL_Ro?p5W0Rtu*r$g_wx}~9vXiZLe_GKw(T>weoC{P`go_Z+HB@4CYutU= zT3Swq9olXjyc+L~-e)LOXbf+Cu|@A!%P8iy!q~O6oV(IxnL}>5B;vEP|}8_>gc+Qmf$!vgd}QqGu^8Nn+*`1&p4*i|C<+lvQ(ZXc{laLX|rn*t^i3 zk?a)6$)tvt2z|U^6Q&ej)9UTZs{LhB@VNXLSzf-L$y7t(n-7j^LoeMWv7^0;&_KZe zHJHeM(y=Hw#Bjk6+R}TLocUYjHcid-uqnjjV0Wj=5JOdq4T|;j^my&PPW#(;of{CY zv!{oGaK-IDN$kHw2!g#6`KSJ>g7g4fJiHqi697GPub&{p15J?I)1ghdC)!~&B+YD^ zA^+$1H6OMtT-2KwPv)0u?N%MIHn1OQ3dpZ>84anE{bHK?!k;smvb!`)35$Qd*NiOK z-n2f_P|}Ag#-SSnNM+cAaSO&O>p^V#R`o4xNM10H*4fy8lr0P;kX1e`nEU8hn(al^Ax7GVA?8TVJOPj*aIW4T(0XcUPgaCIunZAzC; z&&)_k@Wlae=ml6mhic4t@~q6C5{Qb5{-HUhc>^7A&dSUnyBrIoUcvHdZegL}rpTs5 z5+r>#>nkG8JbdR)d7L9<=hdq{_t_|Z@&5Wle?NOFUf5R5Q`kPe#Vi)Oc|_ly&`0h3 zXw=e*jOU|cflkr)U-m%7G<@Hl@65Na1gIJsdKl78D>_Afy5jzl-Utno&Id5IV5SO! zlshi21VPV+sslWjIZhd7SZd5omJ3)LJsrMjvI58QisWg1pPh%7J}hI^_;6oq(}8;BplqeU@Kd(%2fiO=-{`UhFIdw<0yE_NSNzf2dfN*rFr`7l{eZYw_1x&ZxUeaQ)xk*zVS!VM4A@Zl9(O$9F}1D}_r7 zer~a;QF?`jUmy3SjSzclQlVcZqy__ow0dHZ%>>@#|4=_aCJ%^{88_G?AU+B2RFyJ`NsLE)Jj=a4vSf_ zJuE=Pkg#h|hEZh3#mAe}AFCjU{@3wwT2V7}s)=#((K-v?iKu8Y>#x^8n;r~#O`;&) z7rJJA7f-S0)&`)|Ug{%+UU}hHg@X&F(pv(67yYs-g{iMS4w_<@Ww|Ou5?XsoXErw% zshHKL9CD|IdCGi202hDV{~M|8$imQ9B(}_Z!c#b;$D}3sk0;>~`8(Z%4fYAk_z2xH z3$;ZruvY$=r|G-9@ln9zV|N%3e-`%@RPg_5g`%(O5ea{`E)j}wB6n41cZqx<_3X6#R*4Pub8c^)`D5Pc@4{%ybq?_~L?fjR8`U_*ZF&k%Z z4ZJ8$PaRK><(DIvgmNBH4%Yil)KAv0qfnp`esOb}7mY@{$h^@7riJoj1eh1UJ~9~f z!(imw%^*3vyIUfAH#ZoT%)PZyGSFN`xxihQiwuzDcyDxA{F%S7**9Kpb2E;BIVqR` zjRtbArUArDuk4{zT8Nvz&&HQhj=BB(cR691?L-SC0wFIh3PE!r2}Wz) z#AsU;#*nLiaqKxhW+^FlX&E`A{X|g|iYHfVW0r>4(AKuKgSBL9O0K4%QVgqZe4NQU z-gi>aNCW^W6l(bvhS-CMxw-Wj+xh7kxH)P3)+cygfQuP+#P*bXEK{TEKu}~9e}a#$ zdsw(NSgRO!mr7Z=OT%V#c=#d+YGh)%BD8DknE}|;t}s4_nxx|4flFAVSrUtEu`2Jb zC^*XeuhFNe>D@j;kq|D{18XPmLv&k?uH3ZPtQow9I@kv7(F$$_ZJa) z%FcPC_sBmB6rH>;}6LF^Gnh`f(_ zB`DG^O`p!TOTM{BGJ1lqkFEUo{m}%>qtzu=c9HXc^XY;XW{DwUV%8Ca`exY3J}KA@ z8ma&)@};36lwRpZ$KT$=3|lmc{_k_LMCpHCW$7#Z=2IF)^%M2Cn(cAe@~Tbh+4L#O S41mX)p&rO6OBYBQ`urEv*j@Gj literal 0 HcmV?d00001 diff --git a/articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-services-public-access-disable.png b/articles/ai-studio/media/how-to/secure-playground-on-your-data/ai-services-public-access-disable.png new file mode 100644 index 0000000000000000000000000000000000000000..5bde57448f216c89076bc14721270fcac42244b0 GIT binary patch literal 49490 zcmeFZcT`kQ(?19zARrQyoO8}OD>;LpEY$ZimEhMD- z!AMBRkq^*-n($#f1K>}O&kH>_Eptz5XICdHh&`Cv&D$AF4fcXqAt8B9IcQE}w^Kj7 zvJQ({AS!i9XG~~#2H!)D8kLm@t&IG6r3hcUR*ptCS4p&EYkqRC$dD*_#HNjjZ*n9+nJiBW9)PpA))nG1;k!*NY5UcXRg8`uU^_cMP>pByon4xR%{E{A=FZOJjQP6`KI7ZL1Hk72 z0YIjwrYZ_@a^N(#bg}?*dO0`)=tDvhm-2Ep2ibw$s4c+O5Jw5xy~b8rYKWx-t*(F? zx0*-%(n?8UihGFy1RTI_=G0ye_Kr|dFA3V;bVY&dyJ{|4 z>fcS=>?COQ)HJDOoLs@w{G9xp+#GUV5D#8jNla>SS4%5VEm`@$B!F)cv^H*T&Z1mg zo}QkZo_w56uGU;UA|fJO+`L@8yc|Fa4yd=Io4FTQ@Hk zC!jBYwaTRhhB~>sg1~YfU`IE)eg z^IuQgvA`PQ;Qae3fZ6}i(hXwuU(EWCvEAMIJ)M6a2=Ms7=>A9Rf9C$XG0;j)O;pwi zBOAyGMgWsIjlEVTl1m@u3wE*!5@(J(? z34{KPl#(OV&D;?Lz9R(?=Y#-s_&@@}AU;8Wgb0ra2fwfgK*CbUl7m-3P(%=9Aq3*% z=KVJk8m$<@Ie5GTaJ+#1Z~>}dVFk2{8oKGRf^pylP{{;wKMdviA{-~nI_KpZWd zJfZ(}>jlICtnFrg$4{VZZeeadAt4?iZUI37!T)Nc19pW1SiGak!_CPj{QJ(GU_^oG z0IW5?Ln=VvcRes0Q5jdTxto*g3nwRg3EI0sQQtlJuiI+Cg0eJsGnX}Y0|P|4dHF@T zg+zIHU-0mWa`TD`@NjSgHUHM$$r57a{r}YZZuwA){}H+(1Pb);{k!VVn$iZl{Q36h zt3BlRVxp%0y(~n{L4T$IHTM8p{vIbl>(4Eajk%*W7|qMbSMW1yfR6yL0D%7H6*co; zQL+5zXgqDecX9w&#=$KF;PhWCqviTLS*|;c@y~3tCwyFTa4X{_iY*Eyq~-~VCP|FG-7#ex4;9Zts3RH0Q+uH5kr{`cNb!LWa8!vXU14 zFQ5|LO-W4-eI5NF-aS4Op;Ue(Bx)oj*=H}jrnYBcMlZlOxBEnMiMbA;4xQbMMf`z= zX*KhTY$5nO6x`rxH9Ot&hIe*s-@^{Jx?C%#V2F8qJYAZZcrY-pi4Bzxt?B(tz zJ|+IX_#wd~5AwSA>L!`YDu{&GS@Z4b;r>E4bTxe|{ZIrU0v)t2*-FJt8?cg*{aYG7 zQ)0dj`BM~6KQF)k=UOQDf5Y{7p#)a*Y1XZ#fmVMx2>#^RM(oA$mV&*JxUP}+=QlL8 zzl*U!W30?)hR&R;GbSUy9)_?FZc0>C!e1MRZcF|dl$-a?rjEz<1P?<{j!NTMtjZ{_ z`kyH^phk+&{~<&>9Le&3bA7zIPSB(Si*Mb%ioI4)H>-ShBnLY`#ttNQ^>>mp%^?#u zF;r=vYsP%5h;;FgOn&c|Gph7m2kM27)E+h8{NOp5yNYs>!WNKb z@%6j@V_Emxg%;H6nFihr;xW7!?cp*{E`>Y|U255TopRT!t#}+M=-<2# z%50upP=1Ik`|gBh$d9LW?#yND-RO1Tb!6)mn89wmNOEUuwgQZ0 z3Ogo1f=5w;m%1WFiT_M@Q8&1n+~+pVXEEsHlj+{-c^(zX;7YiYdX3T3S*bdwwnr9( zMa$#dmpK$%*MTTs8AKh2dpL|!hr03Tko6i*^mEmlm#T_tb8_w%x>K!XWp&ri`}fgB zi%ZK}S>=VQWF5KrM3d)Z(k`x^4QB8!ud(6&o=TUSp6j}e3?0n(+$q_z5>>NXj;G_T zKyyTjTj6w?Sa<6dR}=bE=EsCrH7ub=d5vd%tr=j|g&4Tw3O@WO;H}z1tQwj3kicv+ zdEH`3LXH^XTwT($*sbZX-L&jLchi!w*f2F~h(On<%^hLt6!42pa*%IGd?3T~rbq^1 zsHG)soRL7n=ihcWTqml42-BgIb~z&BQHaHe@3P{>yk8}2XvpOn!}kx|cku2e88x5n zEvY*rHz}0dJZwf$Q2+i(L9q|@Z6|KKJmtY;!Zy;a*8-O_LRqK8sHYc|XIt-mG;EM! zdx7X=gN@4k9$8Po#w)uXnKau_{rcDh$I$FtSH|!B!|lFTD;dOyqwfK?fdQlW-xRkT zBcj*3&b*=#bnC(N$_Q1pR?-4s^3@`TN%viMku# z>$8DEbctM{^s4<@|IrXLOzxh(eh2bQrn4LUBjp z$!Rn=Gm`F)7Dqf5y{XB4mODS$<|}oDx>4flxT3RmTmQyXxDO+oX7!`YD60rPvW>X6 z)-znZyAo3=AMDO{xnL$yIz|reKOLg;ki*`OxrPWsmTpgA?K2aa0IG1lq$ise)1&z& zl{HcdFKp6w<&k->a}K@sDE)%+ZQ-lR>HhaznUam{C0G*d!!A;``Rgmzeg-2~jM0J? zMWi|JHHwzAMJ(N|Y(!Xieo>L-*{`1zHG@AsDQIhHEt1aL>^9l^U!H+x4htu3CH}5r zj?MSW-!HR94@asmz0TKu`UPlGwK&==n~po3-F%QF#-BbtJmzWjd5eOxT={8N#}Ty^ zghb)BAxT-#n2^8*GAcDBT|Lw^<{(`(c(YN`xM#I7>^HcBh<*%@KAgMUjiD*h3UXwnByw#y;-Jnw#Kb(0qyw?*m;4$|83 zMq4D_HBb6{P{((%^X1m1lLkk0F-iBU+f?F`vr|*?dCxD!V$0*C>qufZ?%jK=ob`-B zny0RtH*HdL&p*G{7V`BF-D|z2Tv=JkW8hhSLPVrsvu+keF7i!eExla^N1~(k<~Tr< z`kytfY51tw@Dw{Pb1oR{Bb*z4k!fI#n2|q2@pM5buiZa2r4OfpwIS~sE}XP1A>bDN z$56EesoiR*|FktDp$d9KbC$C=wwBB5kNcq2c z6!gaqoDqyJfA47BU0TV)`Pmyjgdq(%LC(L$@bjd+)v$Y%iZ=Pld%PUb2m>f585sS8XX=mi_rkSg<#MjS^@}Gb zbeqBZUOx}azHumEE7og&q=j?zGX6~trQKMt-qu6%B6Mx3fWw4xk1nHw7NKYg9QT{x zR+-OON&$6YZv_gKu=jT16B6bxzlo0!YyHZi4jah-upN)k|0b?Ynai=&Xn8eF`Ux1K z_j7CE*W@n-qMe*KBY|s55P*U^a`u{ke3Y)nA)dUl!|c~fYRaf&~v>6D_A!YAg%=|P#6 zbK2oCjdFkx#i4-wM>YA6rKB=lSTA2YtP(M>dz8!{$yn@GFW3oRU7VU)X4*;8@zk!A zErozobkqP!DFo9T{VG@Hm8Zy2SBy2G&M#6$N8Nlx?q2#k)auM<@nW3S)wyeB4~s(GLPiGqh1 zCKm2Vjt0Mp7~nwZ)l0Xb_Ze2c5uH{%N@gh8eHm<$ygP-1w7Gq`<8$p21FwOrCablz z;`r`bkGqZ!G-TS0SYp~Xdn{NcG)vCDm)nT>y4AU1R_r16pi^H~gY^UT^mvhl6qOutQ(~4}EPu=U!2XXnas7K>*wh;o{D@Wa8<^Jm{K+kmv%ys+RjR1rTvan$?34uencckGWibOglUX^rM=LQWN;s`BoWyZ_aWB zc@7GytU!gmDCGeKo2uOI6gXchgv_bT%SCE@2rUB{3f}cYY=}yw{!mMHe5-bfT*P zotDLCYSB7PnrA)}NddFGX=|n*QMUc6Fn2zb<$Ya{8u)mt{zON3$(03mjlCNEXhB$K z_v2>pq1SG;&_sg|Bc8ilf7VE1u=p*HuvU8K^5l?Kz%*t}OG^wosOU+*qV+5s_i%x% zs96j@gnlPQh#9uI77^V{xT);jNcbVMR%O0M>Z44E9zQ1)*}3wg-#AWX`_&yN6f0KO63r=z)?8W= zq6Ds zeUh0kM`|3}E%(ViF~0J$Q5=vT+V|wzCi3Mk5?`|0z5{u~FCH5zTb)l+qU3YEEEAuU z9M?W(J-2vN?QA!N7hS4o82)>@y68`7Iz_UmR;wtJiY# z;oP{ect^Fqh`ZHCSM?65GC#o!DcU+LBX0;pPqM;)OsL$k9NZJ~nj(O!gVcu(Ls#Z} zcXkv-OgX%6b2p`fe6q8|V8PT$yQ8|J>j-tRTQ5;*yG&EMy@UajNW%Q7senW5M=)|b zzFu8^cJBq;bA5IL=Aiz>fgpX}T4*5k(<~ z`xst*oqpU+IiJrHL+t+xL|BqK^pdI1%Q3?cy(w9BHIigPe7|-FZ`Bd$aCj_7zN*;7 z?I9MQagUBK?N>SsOE-F7zp;_G^r~c-#!4~61B9wp3Q0p}MzyYs+)Oert6N925@=OO zR*!P81^c_dZtK)E-Zj!sQ43UnTk|GKhZ*(M+pMmN^zpt=b#xRB2*WD(+KziY+O%yI zs(Hv;E34+kO40+?3oFtzeEa!Zzw7DigeATdyDGE&v@ee4z6RjW)bnq=Q>M)(f9B_O z3GJw4PV319k&q;_&46CRE6PtTK?lM^Q}~6#!h1HuxXzUDG|6hI4Xg_fY#*ry54oChuk7<)?jlO82au z2e``ie*9Pa0v_r7ng--*-@=vnpK#^5!D&jWTd;ZfLa|WQDXmWDZ&lm+QArOruLaY7gcJO!YjG$!0lyKueCTXwm|VsdfI6~$(#SQ@2GJEzNM z&-JAfHjA;B;8!Vlj)$i^2e$!y1I6?k`CbCbeJ_C28@p$GAVU{7UHu)?T)+ynP{^Z21-i?UmzDhbap5%3Hp*F$n==@BYEo^z3O1sC1={EO$*B>dIiO}RNMS=1S{g-qVj0+_ycuO`TeA>}Cc9d;-om z@`lA;wtC=0Ac42>g!bbn^Y*8dGqHVor)Z`U=o3_nAPb&!Bb5zXl+P%j9<1mbNh@ma zTc1edEIpoCXO8Tr=a1u3F4kVF8kfI0{}D)1c8Mq7Uvs|(kBI5l0v1NU#F1cMfJg>G zCFMeaXJYI^iv&C@S;$||2|i?foGOcka~1Y2OT*0N1IuF>dQG*2X_@2fXhX+OxN*rH zuh!V@IRwgl;ZJi*)P;{t{kE_)hkk;dN-bChPN#vFXZ^+4E@s;fq@+~c){#7}cY`hM zA9Te;bsV9TJxm`OPnR8Zna}ah_J6E~=ptRH*TUrF{CPFu_Ye=;NX!gFEX>oTj5BqD z__6{o=Eqk@kC#u2_?{h=6R??uh21x>mGL(&r9-%>N>L_X#I zaH?T;zdk-;Z3T5Hx$@y5|Tm{We0tN&gfMo=B>^_Lz*Y3Uv=Y~uf)ci*AxS< z%-A1)dsOKNK{oB255cIjbz^U8Odk__*kNKF5Fz5#ooTZ%UCZTH9)3lD%otQwaS}tW zd`h|aAdtssI}hAVq*KJSGnvo=YhC#O#z1vAqp1m*xc@M|+)MqD+@9|97Lj1|r0QXP zHpX}P<~qu^b%_)xv5IHU#ay3ByzbRfp6B{_G>;4GtbU5u7oaQaZcJiV>Ay72x=bCs ziFEP3mWtfp38PO4ZAUTAEGlRxVD(3}ukgcPos^gXr?idfJ&7hKOXZDK5fszP+o2iv z`GV-UVp~_a%gcX!ec92~zDt0*{UCb903Mh}0oeckVtTUvnGWa6f?uaqqGgx9IE)1ioVZ=4fYid7!{zeus*trIR* z?3D&2Wm8TiU}46!Gli(b3hLH#5&Is`>BL2LD@X1)o_3_47|9Y{D-fUg85(RQ3XoX+ zo|6MIYG>4h?(+Mef{In{FGa(ZXlcat;DQ6Eb&isYX2vgZCwN3UcWO#{ZAs_Z#NYh( zG<#_9VxGRstGJl7m)Aq^@}2uwI3@Sb&^~DF7m?w2*+aKI(B_ZRoSZywLCk?Z*uXueB#{1AS7k8wx zxGj?I_@}V+sbpXOG}VVA=C|sZL*IDNHcgTvy`@DP;aB*T@GA^rTTDd?C?B8DBPOsB zE>&J$v6aL4gQB4v^Om2$RMJ$QYXlZzMVKFmYXy&KA5B5%_c=RQ&MFSsW zu$?OHRrO$)`OHKv4}|lEr%#9jy!on_JyY^^c`bO~Vo0oey6R(RiPtWzRgsmqEAvYI zNV2Y&LGo_1$o%lGPV&pje=~lIoG-Ur zCDH<8KEp)ur=blC0`I$9mhy#AS?F>Pw&fXu>3_oJk>=gDYhiy4VkQQr3F7Y_@B{^?N8 zO|iBDbSzktAoTqc&)cB)xSOv_H`+vC7yFy=HLcpk$I{Z$inrd(YnhMD{0r{l8e{#l zT5Y0hrB{IG9&3~1r;i%G=*|u7ntqq50vUrx1iK|`TX8hxpU@RBesW9LlpR})oCfdv zO@Nzjeqty~iMRdmF?_|4$nB&f0Ie-z5}0vt^Q7J#e=i zfD)rlv)+>}V=8oDHHM*%`^`mKSRH3`qfJPV%ydFp*kY>(&k!eS!e_YAT5$nYLGFxX ziwQsO$BmSXG=6TctwJFMn;aoG6Y&QxjPM@D*^~tgjj!8@WypLaeCeOz=IWfEntJyu z>Tp$D@yku@s!Mv?W7B_(#X zuiDp3f@Dmu9zP8nxH&!UdF=ONqWihw0|f_(I`$$VqI5*iSYxc@Tmf@w2sJOc?=XDQ zHV+udr27>a;+cKTQD6Dgv zDll!s%VZg1Qs3VnL_B1YKK`5kkQEL6fTP&#uPY&#+7K~G9zbKh=F;vdwRF%GIKwR% zi=lgh(exdVSLFe7f!Z-S^Z~i?U{KtnSFi8$Sw7JZEvho3Oq%951w2<*KYDN5>*CV) z!@fZvn$RZa`84odM2|#ritn9RA{Bbfk`@g)tx-m(3VL~ihDw_szEV47`vo6)C;m-v~;G5pE|~}sxNsPPD6vin`qV+Ap+;&k;FJG z;$Mx#I?^2gJfJ*t?|ZF1wRnFEQv@(^aL|^%#?CdgZ;(%e=Lxs7gG@B) zzW&cV4Unk$z!*HfWBWDpk!wZ00UoyS>8MZH-CAa+4PTd~3pdstVCOR36QR`fx@YC8 zM_&C#t|ZijeJWN>`D2XD8a+tR&{X+&I*jRVOIKNt(%3mf4wwtW8aUL~s5ow$Bbm@J z)qtWiD%@-pt@}GPDZ&~yP8Ju;5WoYir`% znD779UbM4G|E`h$UtIq-HKL7aI{vaQ$3Hwc#1@C46Cz?2eI1KG0w|Yruqj)-ozoJ1 zJx+C>=u)h3u_P5p*JIQ>MZ@i;oq~m~=g}%nB%iLj6S1w@B>Kb?EGs+6t1tAng8v-fs@d;V-p%p5`Ex;C zf3;q|%QJBQJ8_Y7E$R4?U%%}7;6Osqd}jwu`ttNhY~FKlqo>ByFM3WwrhDor^d8fl zIE|z3#Alst8d<^Qw`VLXrw?pgIO74!M-cEuxG38 zfx@L43-d7#*QW#Z5hmSndw%NvT3Z;k4FcMVgV4PKtL3?*tffJkVnipC;GFc$AiQ4P zI`1Y6^y7fOPJn%cyM=7m7=mS&vk3W5Ie=gE?end5+E_9!3&!Tv#?Rr2!LmPgq zh7qH_xkk4WsH)*TsGKDh?EJG{BBku2RXouP50Ft!sb*=1-fSuhee}!|J&Psw=LXOS zg1D)6& zvwYoz5moXs>b7xUZL^_r50dM{HS)|~@<2@daD>~@*Mn*a^QLbpblxGrqC2<@GE`23 za&xv!=6E??rBTAENhi_B>D}SbJ2EN|-uHl#*?sUD4JRV~8=u|oDKoq|BHzyTO^wDL z?24mZdiv(@2uLSsUast)6!UwCFG(`5(V6bMcu=u5XB9HtyvC6{L+Ob+8!b-xHg=e` zn!>W{zJX2Y-1(!jFr#$|Ss;oxm5c5Um9uFEcY;_-7~QLe+%yN1-b-`oR*QhE9$aNh zHpGrSzxwGVxa}9k4G;9ZxY`E*#MotegD#jLIp|&U(ehVvk02ZX!8y=ycP zKU&ZElMr!q<|1!vo6hm>riXF6I67SkNtcMdl#s6NW3dsr4Tvw z>9I_kanJkghsOl<*)l)dNyWtsCLe=OIbFlkJ~8M_RKX>d7R%FPeD_-BUUu;X_`h>$ zwP&TXH{d)qp-i6*y>T>U#i@pwZCnRyn32ygEu2er^EDdm_cI`3{Ontt5DYWl(5Y&^ z^Y%7NCP=nXoeNZ2WWZMe@tDXANCv>$cMl?rbV-0_i=L8q`e4I<)D?&~u&UGs3^ttN zT*9Q58n9CMXC%3yh5-%N4etPcWq&dpd{X-?xfvaj$vu}@R0k37zhrVB@$XX5xOtu3 zIsnhk+a84)e>_}(-es^qrnDQu1rmDyX25R0A~NUm;O$P-q%KeY`w z8Pi;{BTt`zPipeLTaF2ECaY@*I=~6yom*>ZX+xp2uADr+Andv{&c_@19+j_v2q={z zV{2IjQkakt*TgWo2nr9AuZN9Y3DFl^wHKC*V876P`)4Bx z_dUh^h;0{Ljel>iI%vN1WE)e#2K&TN$T~hal~VRo+ATIg$9YXrTZ9I6p2~!sm;PND0sx+~)a)nDy|h1m>E>B_pGK?!+zHZZ*(dDc zI*NI+{*>)@4{O+DYG{-ybI6oY=$hUa(1~Y@X>nJpV}axjW#wL1o*Lf9PLk*7#Mb*M zHV@KH$oJHtZkMT2@t#EYCJZaQ7~AI-UdL#d`FImWW4pA>jeav=V=hHD0*`9mASb`U zZEP&5f3=mU3q2Je;{IYf^eR!r>*#)Tlh1q4-B6oLOb``Qz_$mPdQcpMTHvdI`u;3J zf3?!{eN6<6Cq0|269PS-*6FX^6OADv{v$0Vxo9m?qX|#EE4#0)=h{Q4(9<$! zWCz~vmk`pJ3q=Mu6+NQ(b*kY68=T!bjpOyB4!91@)@RF~kEjpn-$IMIyr8ji5_VSJ z@`2tw7?!#c2sc#n5O9YyWbQv^JzHwZGoDSHGdkpVzqI{g&Mad*`$^EdCVihh5?FGA zxAplE4FVcf+yT>fb{5d+b#~V`uU2a(sgFCaXGkSp?cvy(N;EqD)CyV!@ApgkHoHV? zq;*7D&vZ>@y4Q3r{dSjzD?SKJmp9#tT(?JvU#ynvtO;OmcHTY|jegAJAbO7$|NZ6= znK)(dssH%b;aW-1$vT!s^REeCZZ(p&v6Mj!$70dk71zBde7ez9t$dE(I5Ke-?xrrq z?bfrT_Bi+|qFSZ5-e>W_&3gK{v`TbMFYFo@Dg=|RfFKQN@SIT?oky>R=SxAB06wW- zV~}YyRCC(K=qAbkFQzz?MFF(j zUM~6JgNE~B?54i^+LS+ ze6-rHhXB9Tl97$MFVya|ps0|MuZDLiz8806^Zyh-S+zP8H}QK9Hx=vX?MXUV^gY=R zDj{*@4Di{4X5J`i4=>(2+`LVuxlZQydnMuGa(3VIW*}^*wtZ;x+VgZ>3Wv9KT{~6{ zMbC2$*9Y}ir6J$=&RTu|tj+iq`fLH?qvK*Fh^hY2NvG!al(>~tB1Gv23NhhSa9pJ3 zp&SZVlV>v6DL{SZ`%O_jM+6qi_8Z3E`d<*kppVAz)4&{lcM7WOK@5fHkBN!hV?A9p zD|^TLeSJ`jb*%BJds_IX?|-ICi6^+Pr`Ib6nfIB_30$_B~bx zFt|}!;uvqa!Dsc7Yu+1yPG=|g(}gGJvZIu{ha$hG+qY?@tJpU^`k?3;<1WJt?3p|+ zg^Q9$PZFhQXnyr;BuqK>Oqj1#Z|HX4ZHHtVVn1LjI<$A~#|f&Z+b>U*NnUM-`48Nr z?`7FL^<^(gv-c>mlUjFG)OWxy^<~o{qFULN!z)A7`?JZh_|)XJbo6&PLRIzSE%rnc zf#kZ*Q;fr=xyq7M)gyMS7t7q^mX;>v32&6-R|y(9R&}hxZLt(x9I{RucDCGFgi7lm zhQEga{1R0L<`*d_>|YVH#6*^VaV4Bq*aEq@{C-n zp%oh7L-w)hJ#nILBj1ThuOK9l*0Exnol#CsN|ssXy*x=saB8Dc3GbA zKV0Q!FUYz>4N!*L-i#L){jhQ(xKAT~agkKTPk$WRMf_E zMS+n8BnE-AGe#Js?GZ>_=wTY)#0%fseqCS(895fFStu%gv&`>OCPyoJqW?7=aWGX> zcu+=P`k{Y}VDPDJL(2L91AAETl~HozXUM|lL^=Tw4KD}^`@LF26oWBM`m*JP{XYWS z(wMrHa2ejS^Tp41D3W^@-&nmF+RQ{|RP0~$;-x$&%-$~FC2Bvsj46w?QVGYB{L`=d z{ZF)BV2u)*(}ceLHBQ7Q=j~v&?5vtF76k)hAVvgQf2E>cx^QifQXI1sNfUMQY%o#! z%nw#Ez!3}#x%UHY>&e_T{B9c5J8dokz|?SYjPlZ@M+dL>reD?Fz4<>FqZtY@S5u+g1rptx48Bb23M!S zM5ilj&m)f>V9-EveimVyKx**%>T>UEXaZrySY&Um&lZ{z37p&Og{7`;7jCHc)?0l9 zuAN%+U;jQ*7&F3ZGux{^wa}qN1}7skygohrge`tB96;8t+`ZA=CD~7xzeZXz5QQ;gDMA)?W%K&Pylkj(U1fE&sr82A=p5eK zfK|x7G@I^WV@}H+eeVVXBF}+ig#-_*+5bRFz4C)Q+uyh$pwu+(PEq|SIhR_%#`W(t znfCvWudxhV*9$?B{d(sZfmS*$<^}{L8dS?2N@=w0f1x}aipn7pe|<&MB0SYihJ*cc zAUIg_xW|PzQ}WA$@IOm9#LWT-+jB4v_zt!fhT*t!EiE4U-qXC^aFOSjfHU>cJ^|xF zp0{IskwT8NwP*fKd6-i|`hyeK`bZ%~ADRQ5&%%$$BHba}qjZEwycL;}KKLbd&WM)9 zA2u$J@=t9K>FnTDEq^c8&4OGhKJVx`v8lBmo*{(fW-P>lGUas zTR{u0ys_r>y7w)3Ij}l@Y>ZEA-w)|#e;09ODcfzFoKRZpkuMVtLai2z8= z4}sQOM}w$w{wOKkaH?otiKJSSKs3}vKYth)UCZmb7$c1 z!sztOJ=yg`6wBpVZx8y?hSuKPNN^iXgct1-af3&Zh7sh;8!1F_{2!&}HxPlLbeENz zC3^>H$63|h5}(sJlHr}_>by^^@g%SSBdDok(l%c7vsj%9$b=PwE?kGnF%s}s83--r zEV4{=GF8}5?hmT!2X)i;X=rZW= zwvz-^FBJ6rTyT}Nt*PiuMUs}WQu@J+L~>uo$UWxyJRo)Ok%#F_1N*t*+jsQ%->~VE z_a_gST;Q%%WE=1zgV<@3rzvKDJOqqWTnKfSg^7lgD78;1`t<^|g=cDECF>ywZ zy`$hqKiUV)5dmA%HL+9o4g`~V;DLNS3v&ja-6~NJd3|ZozjD(h=(Ua%KUp^9&J$uV zw1B6ulos8iU*U&H-D90EeL&lO-MTeb(f$5C@c$LEqxUm`u(x41v|5L?t)fjeDEhvE z>&tBxmW#C z7Zi5TTwygr7YsT`vd4_3u84$xP+Jij(;0E4qbyC7`URpbJ(RcafMitmLzRy)ox3A!Sc=ga$1{DuUhsa5SSC_<>Uf`I z1uet)ufDW?O-a%GrVYghpJF^XXMS((O%fFvnJn3V-D|Xj zE+^KYPI8ylN?DPda6|sgq3#*AH4M4X=ze~JsanDi z@<$3V`(cE){yAnpK?_=LjpsmRzjFKH__xBzDb~J_2+hU6wkM}@{d=MenFr+x{2V=5 z?B?E$Gu(`mY$h%G5#`#3P!#T=Ge;*5F}Lwl-k7U0kO)iRORI+S(9@gu4t!e36xOmX zvSy1TvE!YZ=eMeK4{ENCZr$i(iv%_Wb-jFCg#Z#^nvif%DvKT2)*?mmJJ-H+XhoBF zwfE(RUoXZTUdPMQ{dm>vu2m4dG3btpFL!zN>_=sUUc{t5jHUXVeTP%(Zi`81%25cU zn_eXMgq$|__cJLg4($7|NygQ8+19~LwR-2&2Hc|6#s5J9E#Tcvihf);xW>Ly#;BgA z{Tdd7b|*LUbCTb#18yU3uLRR?V7}{$=`7W#IhIf7RPx=td@~o>KMFCOZ$~lBPV3Gy zqx}(AoAXV*gK2Ji1uxb(tZN7H=vNByy|ayKlsd^x@=SKgB05jTcX_dR3GEZxu~Ehv zfYku9HNMgR*bCYWCE&dnQZHQsGJhD0Q0i4)QO%A>*S93eyya(+&*+9T^8cpI6`iZ{ zRy2cwB!TR`e_n-BbapFn1pfsN?eO`(zfg3n^*}a<%_r}|@aAOPT$!!q=chnyBqPB( zoboQ{`No&mMvq;h-u!uu;Y}AgevCTx1nAL#_lb5U>v=(^_l?l5pML;c4zuOAc5-7O zeQzK;sNAOd=-Nw(qBN1>Fqx3bp;eSH$-88Ib=|)ynIsqG&x-)YL1;OIF^&#{m05x+ z53kQs550~hQA+2m7vPBWwf(t5Fg*EiJI}!=JfXUlETyKa;MHXrtR)8ZGevVEK4C<9 z{}jyHhe}0{n>T!?joHl`d5= z-w4EMv|IO0Y6&$`0j$kY@d6l@W!%HLJwLK`n*p#Q%(I}?p?yFa&oC&3B(*lDPqI5J z^S*|iP}r^z_FUDz1CA1SV9-e3bE9(fQn=<=zBw-4_w&0^Rc`Id?S9Dz zQ6_qAsgR&u_iU-o`$lV#`o1NQXDyEsIn6i92%4%Z-=LP4UH6a&apo@+dl)AfNFp?f zw+FTI)c1YHAzKO2_mvcwnwz%fuGC}cMGK{phWxINB%?A*8y8?kMA^Wh2sexX->tHt z4GqG8&Ok1|uDefMr)f1r-}L0R@_jZ&eME+txn2Gur)z^-BGk$Exj?9=b*v&y>4u>O zusAko;{gzU;Y%w_NGgOs$(i*NGN@JO^9R7_R+R&!+cYH%{3Xh?0kDFss z^ZCJ)Kpe@6?Y-^#3}o2WCNu!%Pz&H7+8hEVQDGt_5eUdYY~hQiz7T5}o7oME@eHQ} zjT{N=&f_-jG!Eqs>`W*~?Vp_0^cSXF0OCt)a28&)a2hrquJVs|a+s~1_BZkqy7kB! zD!hDdxS0=^^meTEv^OZp)1iX@uroBUx7fX%ftJdsU5;vPRgP~}-8vPkOf(3Ek_8jj z?GsKMXxKePMAme8T>8;rjZe&{o%~{_g3n8quGN<1`Dg4acGOd;lFo|ZtZzCMnHvXRk+VflSe5r)L%$;GH%*w*64us?Ji{U3;6^G#xQnsaye?7I_>jw~ z*IASLMZWgUrb8iuZ-I^~OYY?2xmoFmLsZ`0Az#@A;ez#N&n=db#PQ`WBEe(c?z?!2q>0ew%&F+f zZh2ZwZbQP5kJRyq)9gW0saJ92sY^?)@4Sk^)r=vU>-E9R>AljGd-VbD1X=@XzP!njA|3D%n9W=e{w-=aa|9I9^ z>_%{)enxPA=+b~0ZpC(aNPj7AG6E}s!%Zi%m;_9B@0vx%+4o60bLDLu=ZYjvtCqN? zwIRiwdtK^ik79FmXZo7jS4l@%w@f~;+eY#RQ-E(R%g&Z`Lc6*rp-&7 z%)z_nvrawG^fYE`dMf8G3gU_pBUW&iL-JbD^?+#uiPNa+>PP1VBmSF7(a?eF^!c+1 z1Mzu7LywX4J_kmGucXDQVAkQ4$nlnHAA-nqEorU%6z1<+I*+KioFW2Xb3483-)~Y0 zX4J3^D;-Mq9@ty+s`X-@Njwy{-Z}28&PZFUOZZvZ;^U-2-B$}rN!%>bwU>yBX>C|u zo49OTz2umlcmL`FbGk{vpAgyg9{5!$A$c-w+U($R&EZElxfMJuc@b{?3K9Qx%g`(< zVPJgeX38$@3g%e5!#8GklelT}712xB>$G#&4Z3cTN}Bd9{jq5MdfILXw7GOvHwbt>H z|6+_d)JQxp+1dAd*Kb~#PuQ>Q&0P(=-e-HD!(^TL%0arP*aLJn=ow683_B3+qD@2#uvI+ zhf=Mu_I-`4l@%H=-SB5$tP`V~+G7-eO(%8{7M$CdPH(aZ_!`XvjO!d+$X?`;{Z zZZ(~d8N%yD*b-D+C~tEQJ$#?LA3`OV5hS-9Lq>h)jpOlz6=3Ng-I-#)Dn$Ptk>G&u zM%6=nAwo2MlNSpJ##BV;u(YjX4|R-$-*S;PhRaUNt`J3d;+E2g2$|B0_~~lvb?1*$ ze#S20#`gH32`4Z}v3hNTD%)|%XXu!<@qzdDbne*J(-(rC@R~f!(+kAa;gBg?t9E{E zi&S{}@u!W3Eul;YVM$~}EmAGl_wkV%$y$^P)njjCh}>6%vW9;x9C1#RHtH5}N>C0? z&JvxC@{JUn?X8=YsY8hEL6?UiB=j{0`cz)z&3hYHv$|&u(RSIKS-t0*9@kT*+B+`0 zb$h;M?&?zoNkD$uxD6b5`RgYW_Kr!7I{>5yhJvJ%i?GVaWN-zlL>~UOt)D)o0s_z5 z>-*Q#z6w&IeCjHDV#AYcy>;66Ub%oR;V(N))LGsK#uax3^!6k%r1L^bMk z^bK>)z^0Wa{c*xT!`kClHdd`O&r$Ge@RKHt=B85YoG7z4Kw^MqueKN7@>q3cIbj?& zoNi>1!B?cuK%B^Fim->~mzTNg<6Q>tX0IlyW(n0uR%>SYF$8Hz_AeA?xJ;xa=b=>9 zXAT#&Or96SaUe#te;m}WiJP!cS^XNXIw@)I-!mlhax=vN z?4|gBF!z>WReWFkC>_!vAsqrrcQ=T%bhmVOx0IyP-KElT=nmn~-6@Ce?mOuB_rLeP zzc21Q;xoXUVP?N51xoUWw&b8r&9bI8UQuzvm#0B+TaG0qt23M|}{UP6baf8vUOES`@;)eVsEyee;X~8p?(t z$N1LP-xC{kkcsr~EqiV3Pg&br@|2AXN}_b=<et)yZhdw4v)PM(6#ClNjYv1Y7z|vH zg-JNawiV~YzI=hJwXr@})^_q;!Y!!U$W|{>0GsOdeOCVP=FpzEO)d5A;njPo7$emz z-|9yluL{r1Nk`Nnq`CIonC>TAowWUK7Ds8xn)Io06cFqE6>HR+T}{_Mt{FL5)8X%e zQBKxdaSa8OIreHFXj4+-EkDbua_wiuTDUpyv?|I0F@Vv}`VTSjxb1x?l>XxKMOlkr z>UXyB-^%^mdRY~)t?zU@)o0y4u=97LlJVKI(8O=FKz|)HTRumqK-@;fmMUVk%J*%? zrmcN~T2*dg2C_<8i(mnxOCL`VuXh-?J^aLAFnFqWUM}6@a{`rq4SSxi-##~xrqtzJ z4!jdmCCr6`=jx{>A@`pvbkv0QKJQ;9nDtNJ3sm}_b2rIvue7fv62GUXF#Q~3E_j9y zYv6cUJ{i-XyQdyz;0=$BPn5Q*DYaEuR~w=(RoFJN&m&yLdBaOfl@gEKZa^@11$yM$ zOpHo1{5XNcp2?ZqXdBe6+XVb#Wc%#24& zSk~Yd!@8~$14S5xSGDf#!KNRr()aXKmL8`HHHG_E`Z)zos(lR*Ex@iLRgAcVgo*Qm z+u81!R=F$n9)iuyj1fa3oAXs=Y%sjrhuh->${!$epz+b|E7LNcqWXpyykpS?d>kO0 zBu{kRa#IKPwDQ_m%37~L9dRyT2bUOmH`o_^lR5UnPX`}IMwO2?ltkHJ&rc5WuKA+h z#hMsizxF%Y488dY9*#8uUnf0{zV^RgS@6xMRs7Gd?nL8zDeo|t3Lwj2Y>8x_VtiNG z!$U{3UCx8&jW7N8&qVG*?d_YCBwy?dpVJ1Gr2P6ZWGO?tt~Ttlqle*H|qQ? z)>l8HrdklcWbM*>ACLYrn4Q-_qs8^S5wj$jt1$|%NmiV8Za`f6&x^?%S(V#4BP3(- z&Sa{7l=!tR z9Bw%>)rgca{L0@kXl3$>D_xN>v`HwIrXOyltXyT4V3?b&pHo3>ZJGH+KDd5kp7<9G z1Y6S;s)w=0sZ0Z_OT^4B(xo^D?CHrrO8T9|i!Y^Oi4UG|3S?w=C30sMQ;}1O?yEzN zGWYCn7j?qkmEDBKqA&RO9#nVwhI3|t6{XPrq=h@vTF zvwC_gvtC$}^^$qnUA2nc(P9gtwxkk80OvCRYU$1Tmjm+BTo7<^Nf&Wy%^D1 z;nptbTUo~OV1}zr5SDEAr-_VZcyEhYYjcuD&wvX{yosLgdlE3U#<0?B>$BAdioVY& zgq9!DzP;61sXM)Q9m%?UXmZ|ON&N=N_dfpBJ8V!!-Vh&?lkbVw=7HqHiZbqvsDm!L zt05R!{%WQCY)TM4>fs4@)lT%U2E>bE$y-~b%`fbDfJ)kM9?rz#(rac2ma67)+@Oxh z<_X!PRapN)&)nbryh%u$=7VgGN0clhHAca+ruuX#Z;k(9JXr_QKU7OLA~I#D#ZPIO zB_L7TgD&N8Z;M6Ds?#EYWC2uo@HTo)_0GM3Q)$tHlC+erZfNikggFIK{hJ? zyaHiwXu9HvA*&F@)0z@_^6w74Y;fvER0@7$__z@yo;sivj)Qzq1(R~s-8hWFN-8GE z7GCQLEsost28x$p3cl7WAkXxlt|cMyQ)5~iefegUsWYw4X}fB5(diZ0k`pm)!i?D2 zGi_wiX#3~GyerFH)J|(Pnl}QN)9{o0tN~D7PMu`&yr7I&`bwuC}rd{$PJvY9X?VTnoQ@Khj9fmv9+#VAp@xOx582 zQ``tc!{dZLLoNXlO2yu$snySHC!nV&$R z))jETW{WS#=~;ld^AKU5s2oLp1ws$ZmIF4vpFd`temic$-<*NUzi?c@Ftu&)tO)9R zJ<`|fhR1rBYhQG0XOF?Z<7R}wO4MN4>To?4RQZr*~ z?zYJDReuidwoh$|aejBO>0BF%O@3tiGt6e!N*BmRNI1wn8^AxR+YU^qp~4(nq6BG6 z(iX!&cLSKJ8(fLfD#KquJF`Y_#JmNr8gG%kGiNaEdoaur;>O7&DFB2Gn*eJE3_^qtpMy1qy zIj*mWt2E$j-i)sgDz}X@8XNaNFvbo#UNVxBx3Fi=3@I!Ln^$hE<7P<-Aze%rB=E-+ zjecy9>T)FcOQl9Yv!R@u zJC)Ej?2~oaLg5g&i8fENYArH0+R)CL$_|OX#tL@sJcUTOsf-mrp!8Dyoyl3lcoeWG z5?Y?8Ig9~)qKhw*x6k3u+}>Ehe(&@pDaY|n7n&lU<2H_WRbhsW-Ps0Nt)(wb0Kc_L z=)S9OUtn|nplB{+^iTI8_X>9izrA%2nhs~bOEZ46`^ZM94oL%9z|zmgQIBkzk&K|k+;T1wWxE5S%esFI){qn8;~{k;L;zcPJP^#8MO z{QtN8Z4MrnJ-H-K5eZF|Znl5o1)s*Kx*7($p#KAE8qV=r){tY13gylDpQVb^OW5au zG%CsrPz?0nSWlVPtEoaItivcF&y`;0b)IR^=8a$=P1;S%tQ~1@zoJ?DU|-}Hc>Kr^ zZLvK(=d%m{OZ49dDf65QtQfGy3upa#V z&&J;)hUV?y5bva$6%LxN_si9Nmz5e*8ou~pL$fB*Z($}0$^7?>cXV|$%D#|#ZSe@X zt!umZ7{cb+XLL0e|H&D1l%K68qwx>+F7kukWwz@ol6{YiYKm!T-6J9HQ zLsbO7A_6kqn{egHrb2Swhiz zyCBEwQUBoQ`v~!yCw#je&g1q<8E=H46UCXw?+b|+YauBv_aQXx=dNY+ zw6VRrV4xIvU62h_U5r6;@cml4eG43kCM1{pgXHWBS)=Jj3(^t`?-@6{&U<4&+6kXk z%XQWs5y&LH{?~uU2S3%VjitR=6J1vppwkUfT37bD{1MIL{Bl=(@Vl2PH_G5k2cMIT z_vWkcRh$Tx)gCRWLw^{0BH)Zq;f%#83vBlq*a;;TngS?HwU%Hl(+gHTexWEwwmbxo z5uB8EVt6hV_{+?51sb`$gO2KQnO0YTKc^LlOOx;GNF|;9g%2erm=+*`3L7lKlO@6c zG}AA7{7(Z>_4!0pjRFz(&E$k(rZSN6n}%8jhe(Bw_xWi~q=*vS42i_%qJ;f4Fdyx# zXUX<65UV_3y!jYAYRTj&h(b3Zmi^*JXt1I8SnejC8&@K98S103-g-~=|Bdn2cFW4tcf#mHlpKs0 z=#S7w>@&|Rg(c7@&m(O?m-Fm5L6_fu9MW^*2e{Dh zOQ_ddM2?Ui>CcK8J*}f8ox-gr{y%DJT;SGOv5dvngXr$Qu)x*nXtm_Ll`r3lWQhL( z_+&flKNiQiOm!kaRdzHp2WtAf%9~0dlPcz1-I9HrHApb$Wx+jGnoSj}$X}9sT{|XS z{8h}zr|Icl^ff?BMY)wdgOej=rzAEap0hRR=YkNI@-xV?VS z-0yg|yxFk5YS1J6)di5=?9kWSr9 zL}X>Am@v}ZOyd)wvy|+l@6XPBBC_AQ*r#7;a=vAKNuZ-uIct!GZO&^F=-pl}CyzBH zNvDFrY)V#4$sNZNU@6>$7VP6Bw4A5HZib5*9CSK1vUE0Nfq}3VxM=ms zKk-i$@qzJ&e>X(0JKdD{c)2OuJu=|KvAH0B99Fv=61_hQ1J&ldiT7~(nOOL7co8bV zUf`16XXnASq`hg0$&3}1gP$cX9gme*k-&Ys$_wiXlrQ}$ZKc+#DWNmuDFTWwjl|){ zE^0*FRdPJyEt;io&=MocnA`CC9qbvtAkAXrmC}L>hxot+ImWDB54)kKLDD*1B zAqwZq&UY8}oL%qe-m-JRINB^34r6M|Mv{RdO)%qR;S86 ze!h>qISYP9(Sq{7$(3bY-tK$5T`^mBeibpfL*R{fsb}|Bu`Hr<~fV`popFNa6PJP?S-2#Vgot`wkp`U?#Hf z1}>L@S0^vepRT`U66Nz7m;a?UwF0ZQfK9s%k+dA&?rk=C2HynBWw@BW@Z={3vC3HmR13e+*~bR<6B)9)}P#^i{9 zYSKbRcZo7fxOix?(?}h6<5{HqZBgXBpY*Xp5x?YX-l&5X@A)E@^tQ^NE7~MP3uGUR zr#k7!lO7yS8)Tt;#g5~UW5PjsEF~yZ!=?nLz!WWz*IL07MMw>@{M$;}j6f6RnVOij z!&UXdb9j))gt!LcIxAgp0z+1Y98ZxPFFS~ibFecNz)Mx9x&d!F5s^|PUjZP$05054 zR_W_s+Cj$aCBs_9(R>xkMfr5ii52k4$q(Th*P#zaff;YvkOhAeYu+E;K*3DBEzQ33 z`XB3QnfJdI*6UV8hF(KuhmBzZ?Y8PID63sHt=bUDBzX6=bj z#LosMo1#!BGT})6ROJ1DvXob2!6%gbhgbULVrpgnUW=HS6Y;6KB2$M_yCBrZcvDw< zY^%dN!Ye)`=XakIM5Ndfp^N&z;Vz%lhc{Z5&LBh@eO)Lw)Qg)EC{pgdf6qz=mE-dK zebNdj29cjQzBq^wCns+;IclvfbHmuM?~SMvp0oX1d|^Tdq>9|HFBD-fV-Ld#RSjho za4&Q&grre!UW%g>h)PpP5VsTLEZ6?oVd1AGw27SERvz*>wK-PB6rS)u(XJ#2jONz%;h=!@O3pC9wrCz_$QMFw zgE<{AbiqRnl{eltfhF->-(wiU?Llrg2^s!FV8bOMLjju%x#83sdXI`etV1IqA-nUL zFB+%);Vp`Bgze2qSk;P^DX?^{k{W}a!_E-l!_}Pha*K-jNM%n%$?qXQdBUX?rZhe5rjWxD~76XNTa1N7yXz{9dir9pw9F@9kw~ywgxU$#?8lKNS z6%&gw^X2kl{I=*B!V9lXx?g~p()85ln)$buBj*>9{cD~#m3AvP8eHq4!`n4eU|{Iy zdlGNJG$$r}C$yEC%)qG1k$uuRTk8<27`UN->3&;Hz(ZL1D6%pBg=^sRRC;M>kHPF7CYq~bK z7;ztDXDX_?e}9=P&cn*{JBXYT!1~o|pB_2!^PbXB98b7MP0(i6A*(p}sd+f9X?Ps$ z(1|Y)wjHKD#N)?zwSR8Ei>-D4s1W z-Stmk>m-J3njb^$X5fj~`xzg2%c-CbHg zg~IQ1lhZgha$8*AVbQs;saqAy!VkV8CDh2+2w0I|*cM3Nfzova$M?a%wSVEYk*m1N z$GD>Ney(?=6-zU8JRfQ_O!g%yEU#80$$jz*4UF~3RKe7Nuzs{-e3Tf**4lkvs~pLH zF`E3Br?ioi$axZa+n?@^Sx?VE3GZ?cIH3Zb9~bg(w!8Tq-h2B%@Ak2b{i-+Hh3*Qe zuo#IIPOw)i@O)kS!Hfe{8qEs|is9rcJnl*gJQRs!P|lxDJhY2ueYN_o-PM8x?!wM} z>uMb@^JCGgV0QTP$@sXnz-9+1D{qpQ^8a;WD$1ki;}bY3rUSp)h-W9QIO=s-+YgL1 z`Io){Y_b(UOwdgo5n|gfW<3sXA{%_cb~d`+tO{A4h}N?<9mPU7oJ$_J8YjWs{vn7a z{*l6S4%{=-HX`!!Xm-{1bX1oQDdIq9X>ylbpRUdNR?q8H;g0~tvlkbLvf@j%gY##W z*VZc7xMi%=hST)K=o#@Pc|w9{@hgSr*r(jH%O+S=KT9#zdo!G;(<|m z2^EF4>f;#dW&f{;h;Juid6|dY`8UXRz^KmgAwnsCEDF5KdrT(mscNFgLyWg1+AyK) z$rmXsJug*cWTuyGQeZ@nLP-exnqB zRrKyM{!F7lc6PIG7@!o%Jjt{}BDG#@#j*wOmk0g4{?I*b{#NSoufe)P5eN;;T|&2> z>8d_8`@G_Z&)oXR#Ae^#93a>iz_Xv8nBK1T4gmm-V1FX&IiIZixBC8+ z3u|PaeYz?ev$3@t=s9&9iOoUOCUJ~}uJ~t~59&m@Bejm;IbuAA-Vg&9(Z)nU^)V`C z8~MhdRcT{NQHUx+yt2*HuL7zQY0@vQ_JQ=EsE8jXZf|E_ z&cgSK0@pRqJulzPSc5j2SAC&gj$+~G2g8^E_y6i@GC5`)f~emC^1I-FIE9>_R; zxMkz?A31Lrw5Ff-r;ql({BG%?1LbB{wqMimr9E=qGluE&rICs6WUAo*dCGdK*u1&5 z_W#1kY5na{nAX9$Y{~cFFuvGzk>O)E`UN^y-aA8ah6em@XLJtaTN-XB{AvK9mFsHI zbqa?FqCu_oW+CU~YaQ7o85kgkxZIJy(sPJ`29O{H)`Z{ruPHe6Y#1 zAEJ2MkRaly<(8HRyiV>%`ED@c_@py!+iA4-$?c*Yy>^=^7|&+D8a})Ikjv+}s^4L8 z`x!Mj__{{z)qZ5SdQR1i&dyDCn4|xG;?7f#sU+B%c{N}G%q)IQ%hY|MsNYQ+merpn zyxODwGWylj0U8wl@vgGsQ1JWxqT4)z&m#m34drW6u|7Y9{JEyXHGM?9^766q((iGm zbZJ#XuO)_4R3arav)4BJncc_S1CD#yMMZ1z;ig}>k7QZT62o-=r=0||rwU_0+@hR68?zf7}EZ4`TeKO?utA0je8rejs6l6P-A2dcrOh! zh|U4kACeN;G*5fYv?mjb#~X$D{U^Y_)`G<6 zrxxcEa)m4b%Q;RfHUiHM>8#Nxn2>X$q$el1g4fl6tM&I5nBI{&WuElRmO z*glKFkB(Uwsd_4~J<*x+j&nN%cEl4V2*8Blhv#_hSQiYs&1a8A4=qfBTOlN9vffK( zeH-@cJ-aqa8r9itE~wd${oM^~>8!dZ!vsS2v0;&YgnK~8;Bn-O1o{e!fFiMEV2)%q z5zrgxm%bx}Wi|NXtlTULcM$pScWfF!`WdlO7lo_HKr46i@b>=uW!b$?5s$BJuzC%D zBUGscaSWdsv|T2O7L;Lq=Lyjipm-+wA?{T8{Qby*ve7mK#GuWjEyb}NiUvCj2I<1L zLj+>dTTNYEZ#qX;dy+x=dFj_Lqg#b)bTeWuoyUzW(uB6ggYt?-i1W-xDPRYz!`zAC z_XO!0iT8j(>~Z8kwn+py^8#%E73OWNHJWGl(hA)Uz}r7ZDEeWK3f|k?63NAiTV3X~ zOHQ?9RDzhAh)$oS%P`jW2{ozSU6cpH1PI@;(%?=%p$1%u! zk7b%IS*H9-`=`aE)<=|t8XW_LaJyj)R5bl%ao5Iv3e)9<>p=q|C)r=Rl6Gtl;@ z$R9nM_onVJuZkhQ`KFFp?7g1!J7%hLf;0g8DZJtWM-t@7`+M6N&KIHVy_0Fd$ZVkr zUeveItqtFIdQU~1mJCGs4NFr4hFE5@zQ;Ql1s#&GI@WSu&n=r)@r7J9aqueEKP+ zU%||AwR3eBvTWRrq}X~h5_By3!Y8aDBDfK{Q*gBy;OYvSUC-YR7O2i!Cc8$_+-?Pg zhrhta>8;=2sOD-dCxbw%wU#)*n+cTt49)*b- zaS9NllC&RSh5!K}uu>aha_gk|Q7etTk>;0OIJ)gmQD0u^G^b-pOrdUT4Mr7tEnL0$ zt?e4`_Wqn-FB1J0nDr>IR-SE@ODJTe@xe2~QaDYF3-#x96f#BuHsep!WAhLFdJc>| zLFHd#c^>bi=a?3A(%sjRAiK<`t(=lECzFGYz($v(9>8Uy->Djvq z2|--AxS=De5O5cg33=x+BJk3HHK0D9_$Y-*ibKH#1YTon2C|IOxHYn&I^$A%tiVQG zw%_DzbfO0X!iKY;@bFQ>=T|mW^O(sr-=O1Ci4i3*aukY{oiI`UlE9Ua+*Tt*FV>iW zC0G!Wfl`jSGBVPi=1NT)uD99r!G+Eh4`YA>QS4p(A(K40G>#^{dFur=H5}$hVmgX` zx1m-kAEO*u2}Xga%Ra_P9?nR4$DWX_D zqPs)(o&jyRUM6$!8fPnmWCHH^m;Q~6OCe`lHesfdE2a$b_E)32PCF+>E^=qosf7h!(pFeN`d|nooCgj7K6;2pSHFdEb={i|DtI*-Kd)MoG zQlRpYZ_kjuVU=K&Dt`y3mT_L z;Kf`URj*t$Oo(-;^}#l1WqydGqxO1Z%NVi&CIZFOx5`FZ z^)U=3IygX}+Ufkf5PFk>#9D%kI(&;6+3Ykal+e^ygg3=mV*|f!PQ$6_oms%OR$41E zF(q%sgy0uTsi59KPC?uS z9>b4tfa|r;vaq!4#8DJzTRY75*l?`n01dV0O~`KsK*~4)O%3s31Rg`q_N0UK|<+}_x<_=FO3vW5CoSW4*ZIU0QX^fz%yV)M@>Qnyu4L-`DvD?fZiqgd{ zf{j{`cO%<32+36AA1^f0aAcqkH1)^o7A=#VE(PYOL`O~7GN4cr0wgG|$Lwr&^X3H~It%Y9$+>bnc_yu)A zb)SNkjh4D!rc86+H`TsN3(Z>KFJI3wG8oVMt%SIdi)t9YVw@*-SK(QndNMlz7@)7Z$sFwsOT&kxn5sw zD(`e9<1+vqQH8B^Yzv*Wg&>9k74E2Ib3)owl~=4>aokkBRXQm%0SfpR>0oOt-6dxU ziJVYN_-Q@R>MsfYb;){?PNmc?7ApSI_n=$8jS!JfiTO8JTF2}+o-dO6Zb=k7N0cj+w0AW zfcn08W=eQ0oiMFEGSR3(nxknUMP26Wouo_FYYDJ;pMelqon?=A#n!K&<)WqTl-VTM zkpkx(=@*s%a61;7g-bzU3ndvtWV5g=a0@reAFD zi~CV&$PiY5q0P@3d{A~^)LoVqKu(;o;u$3Z!|LnCHkvxY>)9>pxa3|B%v|f4?amu7 zU#IPJs<;Gio(8PvD(ex-x_Y;c9e&AbT&*vZ<^|4vLm4DkqAJtBMGM}0c%*yd{2O>! zk2Z9=klnPp3R#F8l<_t` zvJG#Z^f1$Lw9cE(S^A5-aCOkJ#;cVyG{QPN?}0y{p~a}&_B?0Okl%~~U`_V1jys_H zK$&TpCMxhTFzJ7OG2rMjW1mF9myf9p54gOc^}ChD z>%m?;S;sJGogVy4)@o98<^tF-n&6{_87~Y^ zux~!FA7`dH@O&eV%DD*#l&oHlqW>%_E^Cg2-UarpfVGyd>(7m07`Hi(Qp^qgd83@!~o-xu=MZd`|>#i@Yw zbwZVQps1$^dan10Gp8|ZiKVO~4JYXTtS!vX{^r93SwKmqR@}9&eqswCazMa<` z;09BOxGY{s3G=247XjoDm;4wCcGI=@A5$D?@~PmDUTuf32H&B6sVhsA18d-642wn4 zVn)V_5bp=65X{PN$9S%|bctwc&AiX$$An)K^Y?kxiY`JdLw=>dEA!t90=06gkG7_> zdj5h(cR!m?rYoM_`rR+CLLdOsyuWjFq%C1c7aC|*rzVYosotNh1S2VUn~s$}UZ_>x zF0}p?5S=@Lg>?aV-KoPelT*l^kUhIL4tgIHzMfO9_>(9Pax+{X4;HT>`-yMV&hG95 z*`mjJ;7`a&2Vlr)tiRtiJa{acChKsP~WhiEqo zc>>HgfN&htQeJ8dB8l!~$^Ws;h6`7{A*B8UZ3Cz+nIfNALRKnKM2yDX1G1*9bBnQP zz(>=-R=n`!Dm^7nTo(FOnZ(SPR&n?DHe>f96BA$)>`U&P%fAn+fWrO4!!m zXp2{Km?%fRCmFEvVk{udBeA064{u*IGia!mId*6l4)F5u**@4`htC%?go&pgN~Gr` z4#~3JQ++QO85NP^-kwAhHQ+5z$V&YO9_Pn=nL3Aw0+1k-5&DiLi>AdT<$=9a{Mx50 z)0x6wL5G0eMVJ<%atO1HWH@&$L15*Xl4x(LR)6C1hc!22kvI-8W31&&{f*TCV)fbf$6BbT$OQPDFbKzAHeh zY}M|K)j_c?sAnVICij(mN8I$;IipW0D_)g)(r}KyZE_kfGWE%5^2K*GU@f7F=bJtj zZr9(v;M^W5G0+HwET&E;w+YlP;?{*vW}5fibC(}G#h8<#@sI6)q(~h}R+EsfvDcn7 z9nJCndc{*~TJdC@4df)}bU5lDi}(8(bm~5t>VCfaI&K6uI%8cT{!jZAqKC{^kXcn+ zUok2K?10)~r960X-dQ>L*(zW7FQ_mwI_I5PrnL)@!Ds z#e}Q0_dNcC&59}0j>;;+cTP;tUYzChz96Anzmj&Qp%L$3Hc5aRc3WPwirkY>Y3nUh zt6k;<-z@!DJD=L|Gj_vZ`_=4u%wMRplJJ1a(TK0%6U)_z5OwUi<%5ux;SRs0&i4op z?COEfm-=0{&Bxu}J#K#*f8yL8f9O|f+or`XY4lcqDz??T7>soIaekcDo9tJ_eN4qy6#EM z>-Up=_QtRRO)6Lq>_a9e?7eR~>wk@1Q+2!K`TFO~7t`3!+gzOlyPGa@PL2z?Hcxo+ zKN#w$JNyB~&n6dR2+tJ_n3tMN@OWsbJ1iweLk4##ZjXcAw?Mw9xi-z>*&4YHd>RPw zm*dG5u#aBw{kI$9^I_;C+y>4|jdz^9BSClE`4v=kJ}84a^4q;()rVGEiHU7aM;72B z!{&#l;XT=`is5{&(Ytf)0h7)~?OOl%JFbygf$f;`70&IONDR|O5(Lx5YpP(AX?-H$ z!7Dsn#YT>=gG&b)EIc^!6_YaM_LoZ<;0lMuAm^5xU#{DVqJ+t9MUdtsa7z;Ekz&!k z>Yk!-S-DOe*|KBmR^bi7t5FlZ<=wq%Rg%{ku;;!^2~F2{Bw>&YjzuXW-eKpFGy{#k zEfZ~F6#3Z$0<^*A67;&oy(4yn*-9nP#3p~p(c8ka<^Vp<*6f5P#Nlf#<$>!k?Cik8 zqu$rc`O)C!lNGfi^Ro2Y2{q{kjQ~+em8<@A>TpH|5$R5U; zpI#b#ZokPe(~d7sYO&LmzQ44wSi_f`v?9H@2aaWKk9*BA37js(&+}?_o*6RnUPy?N z$_A*4!Ls5=F9jv4-{U}3C`Db2#Y&zz;NAIByLvFILF?7Mr}++`QbYjr3}&w(($4bH zVBscS=3uoLFzd)9j%F)K67ZLP{Vh+s{ikygJgD=tqG9y8;IE_B*`!I+up&fSpQ8-_ zN)|KhY&n1-Q~&lj^pg8 zX`6N@B635NrfwO4mnTB201xOaSN4wHQIqfZeTyLv|M=1IWN9BJOMQdCbECS_n7;qD z(P}{m2o@gGr`=0^5}DZ-f}uUuMl#bWeM0s4QOe^124KmJ=>qX`HvaZ$Xe468phDK5 zcuRj(r?^Sf!^@8~??h zi+cL`DdS*#nJfX%#BA18T87tp5DN%)k&bdj+s%lJ6eYK8YAdboShi~CTLlS@x@i(c zuVxb+A64V*N}GaE9>uv(55AJKr3@w?2km`wcg|>6cvU`~`iR|wH!E_R13L4rb@bG+sXsfWKxx2F%=T-{4(#h!y1lO3*k^y{rOu{r@^&l6 zPx{&h9^OXt@jlb@8E++=rE`9|$S1<`-y(ooOEcp?Y7)~r8AmylT&}mqvTCc&VG{~C z_Emj4Pm9gOSf5r2Pgh?mlvzm5d8D$AEZP#FyKNqh5mo~=8?%dbHQ%g^a!4=xc-q~b z<5X;p>uSri$!-NB5jz8p#N4|zBKw)=H8*JQ+5@|3DmrZ z2rixQw?^%B!ial<1!ga{S&LUBG% zyeojN7^U1gpjJ%YmfI5@%!FhyzYwOi@ujF^EQ;?En~L5yn7waGPFN}?ZW$6p z1(F|j(4AD}AAwo>-DWFMUV4mYX{Z@x*Uy3OtKmy%$N@YFV*(QDe#d2BgPe57T-AnM zp-{dDn4$Qtuy!i@1h(=9Vhv*rmex5i0sc7|ljOie%q^lLZ- zz%37oHYtLy1bINy8qjhs>cJ-M1 z2goz69u(IWo7NqForHzNF!ev$NgRxJHQb1geysMtI_5;VVbb_;^0v17o4sZHIa`~{ z_5NH_KKg32Sf-E{dK*!8Uv4tA#TmZ;7DqWJ3Mw?FT|N1X4>B2jiOqpJprFK0wEogL z2j>Eag=MCYu;-KI-jebzJ}rKaI`Xn9#)@^=+D8h36lHDP2J-sB$-KqthL(9?_`MK) z<4{>4qKj+-mL)BBm6`uN?Gq<|`1E;%dq7J<;< zE0dY2nswu@&Kh1I^r}yVae$v04vEcR^GR}0VT zR4e9^uHPNLk*c1KzZc6&i?sB6J7TE(HMRKD3~yE3zG|}`>WiPfIu>8x_f|4^i+NVw zQHzR1)WfDqFC_|``^(z0^O`p}%t^25e7o?M(@d8C3wceK|c>b_3>r4E+Y zUIpB+wC`&)tDv=;R6@^N@$SM7Bey?x$x~OIL3*rtMF(g8yUCUZAmw-mSqynf^g4V4>fF zfd8+`zB(+b;Qe<&1pxsOX{19^1!)kFZfWUmkX*VH1O!1?N=fNnB$h7eZkFy|x@D=~ z0sa2&z0Y%>`~2?wHG9sPnfJ`hzVp7H^L}RhJ=_A%M^fI}1AL8Y*YR_MHbf=*;}0JK zIWw$w&Zh<^YVQ}-n+z#RSksZ{*c9IjtUSIYD;bs(&Vg* z@4W*x17~OujRR{x+boy~-R;va+|MrK`7r_-jIA09L@)YEx;;1r7K6>MS6^}8I;LN1>|=b`)C&~#Hc}sM4EKRqUiF0ieznoV z_i@pG?UJQ7Q5JAZG@)Uk3#rX1K~HeAvUcmS7~YEGCcQ0uj=O50nbnhXc_Cd5UTp{B zG$Gea$2us_&kzwqOxv5U3&ebCgsxvE#Mmh9fBQL($F9d{m4SZ3?lSOT(1dMyMq4B~ zt}gZY@8=g4>>|#%%-6bHReLcWda=kytl$^WZ3;WxIpnSjP0(`txay*XVRg4c6Fn;H_OxunhkB5p!pcLG=4k!=yo1aCvyluPtJV)4(=iLVoOGNao`643a{eH7D1 zZ+gm?oocs?hEm}C=MYOUfTcVXdk^^_Chp=2U33gl-?}}U0|a2zw`mA7iUgZ>lhV{M zBqX<+ckM3r9*@l)03z?BC(z+GClkh@<0;4f188qcFt-E#?Y~q&46GghKlzDnY#cKs zl#(0t@0Vf=lRHgaJX(qWsewTI$M3Xls|6yx&g)%e!=s|khO5`5HwW|ns*nB(2DGnk zy!s%x)WZJ;fjUPj);FdgvNNC2ej1<4cTMiFan!V#QKkj7+7L+wME)JK?>;Vj9*c*nG$(rwM>Vuj^!puv|3{!O|- zvpRnP2N4xNfTK>h^BGqAEM7=U4VGX_{Eqn{(y*!krSBOXDarIv9wvOv{}p~r;kQ%XNItO z_SJ*cNYTu`k9RNzYd_gvnef!xFv*;A(W=ZTe;s%(gq}2wksaPZwQ-YfL>F*x2;Tcm zHbayo2Zsc49N$tB{|y%oX~Pd`%b}7D-$+Co1UOItqRsyN$>-M$&EpuiF_)h|Iy^V8 zv9s+2EL<-CXdvJUOXeoV=@R2nMuGU*ON`kIp$DsXT>h3K|Ao}IU)fUs;j3}2-DHuT zeQizV7*&H=sg1jsKV4CI?R!x1Ba94n9`EB4-gg2Jf0X*^u`8{G+gM@_knUq0laK;z zx9kpTnCClO;Pd=DI8z#R;5FK+Jpl8HHNGEQ$!d_ezoybjbxZv#VH7t1mgW4oK0-wR zGFW8QHo_wWglG3!-iBZp5CW8U-yEy!K>#1b!5Dt+zj;eoT#zoP9n_RB_~jENhC0yxrz7@M_M>-<4}(zEn4b&9KRiV=FKM-{EPOgudvy!2kiu zF?HZ{cuH!GA!DHL%v?k)C9Y^)dAic);8 zrY_Qjr8Pt*@Qrdn9Molp0QInk)Reem0%N5biMlL}bR+&6W&&?x1*{!>c^Rd*%q&f` zZZ^?qNB4{@fS{Uu-8z7!(fpoQ7)^!$)BbngWOqx850M-HsB@TRtl3oFQz#W~4^W2m z;9Fa_ht>gUV_U2GH}xopalG?Ju@FVytHx7C=bxc9^C=e~Th3KOFB2;<=X%W?y&}ow zL|qEfaP8b)q1U|nB$WKw2#*LE>jT7ZCpBnI^w{#50`TSH6jegZvCqEx>$P`_WbieX zdwhQW#g@Hk{LSMEo9svV*LUz*)*NcD^an#}P$;C##;7v%l-s~VuQA$eT@QbF+J zD7u*DLQKFKUM%6-M>=YIZnKbZt~7&QsreNEA|<{L*w1J43{)&ejh_6<{NpFGuWz6^i zlr@`0yCb*89N=In@Ng-_{{kpjNgs1B{T2@aW%rhduJz^McIS@HEW?Y?H+nq0!saeL zQ+Pk%YYMe>Kgp6$|J;cZ($9ew9AY^c5=BN~&m}a7y{#nGO#o1KcK>^b3L$QdyW_<0k~sn1%up${ z9%*EtbR7v z(RlwMQGm3y#Oojvm0@{HyKv;wr%zO${H%#4v>dCDqLeD98V#J%oub$pk=hvv%Ct6? z5lwwukfZJW?B{1If{<((*oLx67F{%sg7%Vw@_mVBHo6~29l9LR)us@Ku9vB2Te0IT zlbl|AFh84})z1T-Z9S|Uhkc9K zd)?i!Lrb+jUf_oAn1ZC2o}kGBEU&ZV@0q5|BzID_{^9_&1i=J#tXAv&5;1Mm4SO_x z$d+@-K{#Ng)@8$MY%vwKk&{A#Hv0M9x?9BRY!JGmcCOL{?@9|bnEM)wiat~=GQT`- z&Zo$&FNW*fsPAxVo&T>oAITd1VodpgLt*_kkG~n&Z3Z%;`RQf@pfd;g_pi8po zz)K#8BJ#RK^TnvH&c_5fPK?_-{<%^>-&u_2ow|Z|r?_mp@dfNiV{bbGq%Vzw!kfYG zwlh2=ut)ypfhW?6`N8dtx=3==$KWS~_U|~2ZhwPh@RG=_uNGo<^)5cnA=fcvhQTr> z>Shh%UGZPDH9i_Ka|;_}jEoE*eU-Sl^UF#hn75_;K{OnEqvbiOB)E+^lzuy^o@;Y* z^fCkX!s$0BhPC=$`$R?% zNpSSyko98jGVJ*GBD+x4^-ujOdrU5@+vh-!gT70%y4a04`rKs8`1WY_re;nhcl7U( z+7u7bjJzEyA8|*yeXeOx!qjPFql-eJrm1lwnlWOuqr(%eM55N3Fq64&<)rMVrSE$c^Zo&`gcW(D2W7A zVymOg8eE_Jz7I6yj}k(CKW(yrh`A_JADezxU&1HY<@}UiTg@(Bt=Je4NsWj<{%Xl_ zeok0_`sDagKFjtFOig9aTU9S@crCV@IV`TGa<-B&3ZcF|yWCa(;k_Ap(6=Js&^5LZn5BL+X5nggBwb_c=o1(rJm16d6J1^!-5Bh{TVX)DctASEb#9=S z&v#b7;O7^3NeImOXzJE=&*#=HNK!gqra zfj|tq9bp}3p!*h5UUhr}?;Y+TTEE~UCvUvO(Q(MB-ht9_TJEMsmPDV%`T(*`6bQs; zV4A%0vWYHak}*1Img(#|p|jhb=9ZIG+&_Wj^gR7gaz!<= zIosfn)fwGB|MbBtC+6@N;6?oZLU<_oN~jm6*Zr51w4Og z9O!a2dJv#n`%ej%J_-nwZ^>7oUneQ8YprYsfs!za>yi1;`dxm7Wd5mmL}o%wZ4%w2Wv4lLt#ar7@VS=Mo1QZFMGmwE2Ppo4yI z-HYwHcgC=Mf(wwj@n+G~8Lu_lv-{o%J@I6W*}GzbV*RQ=C1pF@E*{AI13lyOl08?_ zpN~I#Q-6l%?%|HVkDl^QcrfsK*A6X3TKN5Bb3QG$VfwWQ?)`mVHfiz;HiM=eO5e%u$2I&g5U%9DZ3dTV*|$I3i(n{$SJ9rEVqpGR6)bGafd-Th0nM$WnXRw99caOj(h%~v%i)n{lh-xfJ2ovjA+s{(;hzlTckl1G*-)CpI# zDAuUU)t9&LP+_}#k}i5iOb{rtA**KgTval~t#pFxYZKQD*v2SfK+yO~f5f)BzQuG4 zlWQDOPz1Frf&#ch4Gtx$-g2-W>h5Bkmpt+#gU#T#bDLvOE}5J-3kl@=8J@ z@nIa*X}GAfm3asfL)}jwH+W`?DO32j@@RM$GflCHmk_Y>D$0b20-r!6>b-20chVTqVIz zCkJ4>bn`Yv-AC#p6zSnXn-e7&q&)qV9R~v8dmFQj4a;S$?Cgrqo;~xPxSa$@Ug4Kj z!lQhCNtC3((!X(p`&yO7=gm9bj_KNQ=j-V1(e9tl&xtuuFKOlU>!>$^b9vcsTj4M6-oplS3`CqU+n9%!4 zG!-d!v4q_DEfmx*d>pqXCN`twy}V-IYm?7-!E^83Pt^JVt8O^60<=SI=`$&a%PNA36bMGQ}lAIX|cWP7N z2r!$rt;VNXArCf9I3|HrSp^K87k+CDkD%$d`@X?Kv&s2w@=WnjbJcawM8$g8*N?zZ zRTG(CrOw?BmHWH#sWcKHe(vovS1|bCBNnKOI*H^Ife9moQt{mjT>NaWmo}h4v0QnX zcV6f^9BYb%Q)p*EP?*3hv2z;lOb_je;oJBkz`@O8N;w zh5ui3}vGrCW0<4VjdyYzZEiszzwSU=k5mvzI&CJL*4f|!nX^!O_4_za!8 zd`#9NEN(Tt*X&b|zyzH>F5RZ;V%u0))d$Q^acndEn1<5$Cj$1(Tp`5RGT$8|>Fl(Z z#%Nu?usSiQXTJUc39h;AN)-A8Sc9xKsjL0sW3)quhpE)Oa;A={t9EwRc08?z?@khx z5!+ddoH6Sz&+LEQc4uYx6eM%S|I1-R4}MJ2aN^^KqyZ!D`oXq2q61m`#*g7Anh;$f zX*RHvZk?OqKWM}PbK`)2~Kh4W`V$3s%2e!txT%b0|~ zak6mQO+r6r+NRu6Kd&&4eyS#l+CYRiUtc(rs82OkwO)q}T~QW7k#uC$CrvK=he8aJ zd2hDS6-WMM^Gq}bdzp^6xV0zTBDwsw-p1CsbwjF z=2~NgSqx!&SOo|(S05Ye;{N!y+)*U8&=8Y?gif;;vs&{Kwzd8?X~jE8=9-EOM>)UY zKnrLdm2nMFwG}YNu9~h$Wl~cqU@T)dQy+Ee;Jb7N_)T)4t4Ud$%IN<#c0qo|NAKeE zZuiTL)#GxSbz$_Jw`Jal=Af-t2$b~(tUDnk;i;M-!79EBWSqc83pGOBHb2rzE=+@= z=4Ot(Zs)X2(BX>TKD&=h$J7;jj78Du#P*F|hd`!#&6D?EuGlII#^M-8oMh~-Us;xM z$uZ@ew_*+{26WUk60Zc-U8B`7nDz3MA7^>4=Gex4?WO`hWsRVQie146HtkZ^ceTl9 zuz7mnVSbkZgg#efDP}|pHPWwMHO$919xqXXuTFUOjR0HVOKyso(10S@;J~jaOSq>^ zSi(IY=|eIGG!e-4sH<9K<1eXcLZvZ_Hv|O)Jl?W=sb9#9jirYTcyi_SkF?$U)<+E7 z&H|Hke{i!MByj$Alm1>-*<`N%e&te<=ap0tcR@4csRM7Gg=K%-n-=ZLn9h}y#@u?z z2XVTo)GQEZUWL7V&RT0sSu<>Xr&VInH8=*iE`?g4-@Y_HE>M8Hsam)vzt0-`rDo6( z1AS-UHDI@R8_yU_qP>^0=oK*;y*c=-+L#ukPQS9^xwg4qOgZmivOPvnnv`Ql!zxDN z#1$DVR$iGmRvRooYpyhNHTA(O+#2!r1+H#mgQM_{SZ~l%rS+Hkdp62q;P3*Wb9OhJ zac7(@r}m%C7Ld(Q1&efGS12p@5*)$+QC&Yh=Lz+xPkrh{%n?RO@xKx4uPX=MjW2z? z!o?~|qf6@ANH*_FDQd5rA5Ofvnolv)G)RWN@Lmi{X*8I>CgN(iiZkz98{zZc;0S#T zBJRgX_cN%J!j^-MLU9GS>~|jHi$SL5y>%Ftl^YW)ZhN(xMXgLwmG8HP;%l2LLaU)V zwQ7snm-%&!t-Uc(mEv;h3pIHTvrpfno=`dX>?`)E`_2RZ4QJELxcqb^H%wdB%r0sz z!Lza1b(a}KrwVY^>SV-4)to?k9#cv;ZA46ez=WCwWS zGt=Ocrp;*z`Oh|LG1_?hRWuC>_f<7F$mf>TPrv$~L=P%moyQAUzKH${Za}-ZeygSo z3FL$sOe?4k5jtL>^_Y}paXbBmQIO1lCLG@!D*AogV18xb z2^%c-&yC*(PlRZH5Bw!!-Q{l3QLb^Z#w5d0M*ZaFzcv`C6-xOjL$5B*m{_)YLK9z# zLR^k5gY`Ym&FT-3t^_v=QlxxNbd;?i@mM^Z;1*G0P!f}rfv=X-UY#n$<@bov)+at^ zRD-X+6Hi^p3~G#%t}AXbBa#uDZhjG|3Y0DY!V#60MyDQk9w2{7gGlCeeCwC*C1GEG zo~@X~3q2sxrIM*Ro!W}=Fo|pbN+K2s5`X52gF<{d=f1})3Ig$t5m;|Bh!x0TJV3M9 zo+wGUiA{Wc!@`622;@M`2e{4ti#=C{xC5Uaw=4l(;X&@l8X2Xd0@YYM_ z?E$XcWl)q|?JDtr0D) zJVn620a6QQOZQy{ls@q=xMh**5vV^#b!P`L1GAZkVRW5(9j+*!X?*)g)93%LI4p!O zI3k(9Q22UTdDfw=5_S}zO|N+Q=?#C0REDuJm+z=}mJh!iWYp=GobbG_yp$5(=yIed zIgXH>{AlYd+FYx#wK_6FI`f<%xHRr6aFB~&lVa@1l9yub;sEs5&e@> zxOWxtQc8#qr0u4tPK_Il{DCsv)&s3S)ea{e6QE&#^F|+CiC67XHuw~nUCkSK$o{cq zwFCI8D+af8cG78s0crqEF)b);vr(QS<%&1QX|d$(vF@`U>SiT`R(4GGo9t*@5uYh(PC*j}RbSLrL-4x9GX%KP3sO(hho_FL~R7=>!6xFrer`dcIE ze!St5U6#Z)Z%DiU;|N>Jt_YGD1W{wlzf~gYR#?`i_5f6*nno(PS6N^#nm;VxpDHot z$`|Za9h_3_TU;qrd!I-nzwzh73%^RVCoa9=Qg{ABuW8zfQ@<# zGl}}g?j?B+wlPvoEo-y)rS)sH)*3(9G=T>_#sAKA89WF%DFLT827dMh+n%HJvmA0# z9)8J!HHE>^FSKC9DAPLKSaQb+!mE*FgD#Qf+)6k%8q$#pPc%Strr>0y%?!FiKYr& zVqLg z?#1!Vzndym(*it9unAJ@f1Jl51V@ zu8yR)%dJS0ze`iyl?{2hPRBP|Z4)0c=fOB6oGN(r`kz*#8O#-<^mTx{O*#KDq47)M z^ZjFzEQoH0VIg_h7XSEeU_zc`^n+0(SsUbNp*5iiAtDja1XgnO<^I)exc-LEWlTM^ z>$`%2_)iKMoWF`(M10xG?62hi+X_JYKU*mNpO3LF0S8^wkTZMlWX=h%?R(kXlu!^f zxT*lx);(Z$<6>o;F5}J@mj?VFqF2ADPt_#0W8VpaBvS55GttADJvo#ao2mux2l}CI z3}WQL=Zb3eDJ(x(rl#;%Si-k;PE5o0SiDkeb;`_zGk1(^+bVoNH|YIR^cpaWjM!7T zLWWPlokHOMY9)B}w^n5@75F#L<1IduSi(JnlJcz=4_Dk~Aj@w#Vwp3~~g+06zX?zVM43pp(u(JSLT9<(`(v5E7Drd3u3?x9uMRCW$B7b;EWym$MC{?GC7y3!K$H{(ud zgHw=)#98wExv&fS5i+TiD7vd%!!P>04ykmT$q_fhQ&*MDR>S&5)sBUQlzhjr@m|gI zL#^bqH!Ze1K8Hp^_|Jt$XEUYto)5(_^&BS_!90y7v!;-gXNWF8>G8rp$rQbi7?)a& zn`^gxT@Fpor3lM)#q~Ooit)+T-?dB`!g+<&nbOq zt$UJZ%`@aiz2dW*3BJ><&I>*My0c8W%|DCmKF4!1;8dsQ9}eIDFgHk-V|=vzc$uRi z=YrGL^N?}C+HHQ(%wD^E@m**`^@_Q|GopeXCwutGRL(fr851|VKE5%1n{Mu(KkjYe ziBKDJ-e{3zemWi1;5BoL+zhLnQ$(b#!bQwsmP?yWEo-AdW>159;a;YaviGGL3Cpgs zr&~rv!;paepc&76cJCLTZs#gd;hRayOpmPmIy2e*09ozKy_whQ2l3f9qKcvAeyOKm zIj@^?t^L+XTt=g>6TY_2qllu3Y7vpyO zb*^4hF9aJ6{Lbxat`DcnNAL<5YZ$HPVxnsVj9Niw+@j8Ye|{pugOB~j%{Fe_>q{%` z;^`7KX5-S-^?OunQ0+I5HaCY~%)zHSvUc`-W!mlE6!^`a^6YGXPj7E$N^snJYNZrl zJ3G9tqUx#n_1kzG<6`%Fc?Q1XJ+a(wPeWxLT< zMJ4-s0pbSlMAIIDaEE2xFha&LIeeo1?guj=;gQk)j8 ztfk8KYX9S-$rSJR1C=N24Yt_78Sp_^EGHnPvrGTaDN0NHXX+ zSG++HKo`kKPP~RDJ92`3@-utzV>wi&CXKiB4hE@xo?CU(r($aL#E|yp} zN1zvIY#d#rC|~n5WY>M}IhMO1)Lsp?(U6S$GY$AOiDlS*p_~mXl_xt4C z-e_MZ96tiPx-vVrbEWk8?l!=XR&$ni&ui2@4C?h7XWTM;k!oMeBd{{QtJ-i;5V8SR*M$!9F}<;MIc#BED28Um?q%ZbDgOFT@UNWu2BoF$$;E&5UO zo)Yn5KrkEonW{_ht7KraTOd8Am&TDOb5wn5;UzBDsGP4TnY#H~q{{#y!W{P3@_DsoKoKU;$Z)|FVCw_1t{zCdO8J1u zzzOc=>9Qojk3h~U*K6P)sF%VM-J{rf0mI?0xkuRlhZpAv7uZd*w%1&T>WSY7J`u1> pkYr?d^0z{oUOt(BKBJ-gA4<0w86?3(i{NcFG7^g7(6@%4{tH~;V=@2$ literal 0 HcmV?d00001 diff --git a/articles/ai-studio/media/how-to/secure-playground-on-your-data/hub-public-access-disable.png b/articles/ai-studio/media/how-to/secure-playground-on-your-data/hub-public-access-disable.png new file mode 100644 index 0000000000000000000000000000000000000000..fdad4d547ef83ddbde60bb8ed966fb44b343e2de GIT binary patch literal 49819 zcmeFYbySq!*EkBIAkxwyEuqxVjnYU8NcYTu#LzXQN_R<@NQn~C4blxF%>Y9W-JQQd z{e0i=d+%?pd*5|`?;m%q_hAjsne*(k&#tr2*?T_|qNXB;^N8XR3JMC2g1odk3d(&? z6cp6fhv>*2-@=X~gP~4{>YA~EOTI?%} z(8zfVJRV$yFQYiZK9DVWh0!>{=6Rd6)zd>2PBc@MTHb<2Ew$wg5geEMR6u~FQNzzF zVqLGk{Pb47KC3A#_1VSbD2)7$ETh_oJ=6i)Mr(7V^3;;U!4P_N#KSCVNhPBn_+&Ti zUks;@v0(lp?W){gMGB)#zDO+1ID5(si!1SxlYdO^z%UUJ+E>eG%{ICRJPtD|7wurI zi}v*tj`5i<(o+a{$3lc;(BD!@N=-pZ>K~qvoTPcjh{?CTpz1Kz$fYNKAQCJH`treq zl-Pl-NasFQZqd)Lem%LyKXd3592|%YuyB3Yw4NBGxwzO9-*3Ugx4>YQA!Xh7RmhSF z$LP9tciVM1#l=r~lb0g)`o$O}t(GEw_^0KVQLyv=q-(-8yA<9~zVdZ*7cZrv*i zg!t0HTsQCUNuX)#bs1aVJIu@x5Y{_;NH&AcQ7n?ufMKwM!k}6Ql8;=@XC(^zaY^p2 zK~2{5;9_ECZu(Nt8>MV?>;T8!{-M%G7SGwGS?}4#YtOt{INq3#7WX5v<{%q6ze{1`2`bCBz?zx(g!_K)}wXwC)faTPI<6G5X(lg^}&MZccjI z-yqJ`V)Q!7YP3>zj$m3|4qgr}b{Tg|S8jUoN3^1jAah}LY1zLhkl)1U-#R;gwsmIscN8GtzsB3UINJPX2L$8<+khcRP$%T9fd4e5oPx62 zzee1Nz`_z@|9cct*#8OA+0y(!g!P|jyL*Q=|3k2VxLL%p|MB*_82$=(Tfn4l@WKi z|2Gt>j+RKPG`0D6s_syMkf?YCxrDeuW_;{|0Dd4lFPIxiji3OCU62b52JnNyynOt8 zzfpmJ!m@Ub5L2W&Eg_~BU`~5mi{B6K1TOqiO+k#Fn}h2=dem%8oz0O0kZZuw7G&q< z^dFBjEg@hHXVW`*0tC3Z1i5$sg4_T>9wDKB8?Oa+bVAzV9aaDr2an+I;dhD=MzVtx zt?8YmA`$%VM{*-9b0K^F4c-o9X%78=g1%cmw4#5ME^q0CoFDqT>(83f06YBo_UEgO zO}O z=HV7#=jAr%XE)>G7hvZR-~pSP@pFT~Tz`z=U)Y`O%$?m#9lV4nHsmZ;5$7aMaIr0!2U;MyhxD&=sExU+2i8kF%txu^0J$9AvxpaG6l1nfrSK- z1~0&C#s>y)^YZ^+g!g}fz26q`4|}4VcMkC%Wr}kC-_-pF;NLtbQY?S^ke(Uo=sEx8 z>Ho?Lsfz#3>#v#pcTPb|`#+QXm*o3D;`$$P{g)*0UjqIg>-ryY{g)*0UjqIg>-s+? zu1Eh7D}rs22Rt`qBuK)z0zyWS=w^y?(kQogf1euj?vs>Wq8H zP7G%SWf_b$3~YS9dl_tMI4CHzC<@XqHQlGTX1xtG!8f=2q-JJBT9lO(3{P{olXAx= z_9t+ppIZsXhVBRqH1$p>mEVWqS2s+Jr@qQ1VjCI#IZ)9Qk{nqaDDz$axovLIqn!5- zq_or%zJ!DvUINWc&;vytXnIMUwgA(eoYI}dC-{N}gEs3T69>%8>FEDn1Cm$)FQorm zIp=C+a{si+U;nqX5t6ags$T&9YQTrX&kIS{_qpY{0`Y~PN*zy4K2i_XDwO$6K+fZ* zp34p8#bk@}!pDrJm&1Bhu8eWv`=Dpe$Lc9UVc+#7*TfH$3m*jq-(B+Mxu7V67m;S? zo1)yRyt4#hr%gRqfX3wX;r(OHbTDjw9QZY53G_0z8qK9}Qse|F)o z%xQLiQ8zwp>v-`Mw>5BaHV0{xbfqXJSc9ArM%)U8_>9p9D|roXw%x1I0#;mP0b zNj;GKO)+3YJH!+G5E+Sz4=dKxkL0`U)39LA)GN*FrH zB;O9{YCf?~P*%6QtSc;gg@{jNTi}z2-)*pk~`*{m9y?@#7mt<( zK{)^_rE;)*@$`|w=H8x55<2!%j~AT9&!%7Y#x;hdCBHT*nV1E9Tr-sdJeZcC+^O)5 zq~<5m5aF7$=tKd5cfQ01vkvsq_PxF(j}J;E2F2*!m-aV3D0VhlS~Z*U4Bb>R{~UzV zVN)0RtC3_iYEyYRoMNNGMxZ>qGp1|;Q2ujYgOAC>m6L4XETY4{kCE*g@Zmu*@G24% zjeksg=vK`nYQ?fDf@2R7NJz%x78R=BI5}sPh9AoDd<_vXX zWca~Et^=b zwc<^2=M%4$hS<=rFvC&~L)cS0*k9qsG@Q>)rIOlLlWa+Z)j&H>-kHO z1F8GxHOxBZQB++iZk+_M8&ZGW^1m>1AuO0Kng(#xQ%^D_wd5~ z6gbw(%|HU&GItfF2zRRf#ktD8*Ftn)>`mOq5XN;Wto3o*{NzjR^2c++)vJwbm5$oMZ_u4QX|vUQ!fQ}@g6OkjEp!J&ii{s{#u@{ zwi}v(9tKDGhPJnpqTbzW4_8N;yf4c+sues>&Wu(Emh1iYPRe|D+?B1(Jb1@F-{Wd5 zZxR1;pdDuN^=d%%+S?>knORiu7ZMooj-QHL5Dt_x2KFQwon4~LiQmW3ZNFN8ps-BU zMDogYy(zAG5Z0BzjJW! zfWC{rYWRg7q16+jX5Lu-vF5wUC7&}kv+e%ZP=EDt3Vyx?d#YR0@?Zhz zybJdkI(mE=gA)e60?0q=5_&Gye$|2ZM!Cs=aIk{33+73{ZoF;!mTv1N53484TJ?y? zE~9&`-R7Z3@W%<};enEjmr+S=uM(y4-VH(Gg12#^WykY5y7Zc(`8wtWM2FdjHK=zd z2t$r+FDO@jd||o3<2oD=fbaeI)Dli9kU^T^``&i8ek5BCFT?ldL1zS|s^%yf5eW(R z4;$M(>7f_~xumo9rK_vMp_RVzV%;`?6n?!pnpJLZRQLCKW}8r&ZJwr(s|kX0edLf(s_0}@oWT(q8awL#;cp~H!{JsI?~ zxaEZZ)LTZ+T6-M#$B$sT#;=xYvuoq~S2HXaI27&A!$=QTHw0L2_T_Awmv9>z8!e~G zo>s#hFghe|y7ldfz{7ootb%ipa8*SG*Y*;c6!oa9+ zmGYUdY=7DZaJPYLVnS@QE5)#N{sJLc&su>78I3v1ZcB9LwpY>+gXN2d3VctAd$(XK zf(WbiNwjRcw#>#-4f{CRKK%LGp!jBAnUaVGujkTaDLXkI%#vv8F%R!yjoeHp8imA+ zF^%E+S`5W5GoCQ8_Hqu(UdovTRn-qG7(4CB~y#XlEWwOGwU@BL0dHu}h zl^9-v^$O%Rk4ntrS801FAKnjn`=0^l+s)^zk!;3IA8v1UB^;L`-uwHLp-xuY(Ude? zaoaUs^EWj$ML2F*7uNwUjgflbIq)Ga`oTLjCOdsq zB@;-1k=zRuwfjW6tk2N=PS5Mx$05_2UVD4!IkDN5Lr{%bexdqw!tsiQx+-yHUx&G@ z_C~>sfwqKbVHfIQnhq0eRK;Qh*;zn@#rT)N4ew#%^2w7CK$`pKrb z@ir`si!dkGS9(wrZOT}O&R(?f-nWd29kHpO^>x(3S_daESiEm)x!}Mz3~swOoRN_! zva8{*+s|#k2uG<%Sz|^^sfhbSw`MhZ3l6XNiwg^%9Boa-`QBc_ufUzoDCUDH%0n4U zWo2bGr*odiseeuvgQ<4S*HxkgOBdrs$n!@cvzI~Ki{s(NUzpi=K2I2uE8jjIv=}K= zJw?TLPIW4dwHePdpU5gy^9T^i=vABp&Gj}MdVp`5OXO`qUS)0G;3-@6i3xGV2p8{X zy7BqE&lDKIML^?SuGYHre5?lW<3rgCsr^(&#@)`5u&(QR*EW>p9B_?N(hN#bCs8D( zeBVsV4lkBg^Ly!pt`?dRu`IQZJ&}zf-Tn8Zn#E6yBnH`cLUJfg3{ziex%5PR;PpJ% zIFWB1;+G@j{rL1-p2-mh6T1&SCM=5IEP!lnt_UYu?rUz!Zr_}84z*x2{H#A*DKsoh zckfpio8bk8Vq#P0heV_0{7j!^n%nMCI}(DsOUSP2`b57=zj_tA)wpz#z%emVHt{B# z$y2=lHf9}ms^OYv8y9_psDFHOb(47IzF3Ve=z*?~jfkzAcoo7E;_x}C@N|wDzCY|N zN7^M}Mz-s|`SG}NA<3ecA^*!{6FelFh-R`Sg;bWXx{lrwxq)YSwa%usqb4nBbc?Df zIXD11WTtYOxKeWRJTe*>8mi-8w@gr$N^vi#ygJuAmc$|bNkr{EKeO=}+LY#U>ze>f-&^UQ{1iDWA;$I&cz z^wo5~`?#h@wvHOJr(No-=T`;2Gq~dN_KORO1TV9IV6N(r1e_Q&KbAy7a|godcCSD*`c#L>xJDuKBkk+`>h zvIitX-L#HNPS;%*l=~&`Zi6{~IB8_VPnn!dUV(?bY-d-v+L>y*i2Rt1!RJ1Co6yqa z=36_0{;I>s=wp9ja=BGnA|ek7vf7{AaM0U_3@(QQ9ddUrBS|I1yLU@$WDN7W1ie?W zX-KK)e3y)32eK*}4`u>!h{3tvopm0Kh!r(}AB_YF(iGveHwdN{z8>jjb5&V2a3KXY zTuONzgi-}YLF2BtyWygV`>BXJh#f!Q>*xCspsVbboW>LkqBwr1hn76)J&$;cdVgTW=)RqHkq`h!fU+8VJ(P?!)c#2FPD^*0>OPdhsMm42LDej`>n0Oi;I1 ze8rjFS(n=5vv#ErW*F49TGUFfD4jMs($tyLTpJD3{ReTS1Y@?T4 zD97eL{Q#A$@kD*k)OyckeVljCvpaV}6?*jWvhNua0?*WEm94*;nE>=C+w+BWMIFM%Cs73l%IFR+!E2r=-e8Cllu zrJL&gj{j3C5gEQ&DzI5EC%M&rXz|>Nz^kE*_)LB1{*vF>WfeX21*zUB05-A|_|3gE zGiEn3{$MSzk?6+pfNJnF)@m31I?2zxt0H~(>Xv38r`c*D^JWp*X-~3WU>WGrHI_Oo zM_)fN2$;!FCVWCK?8BxM0r9jywqBk zr%g!!0d=pY`*KP&ZllC_kRnWkzlX0_#X-M1XmUm6ux|~+ISjAvHXt66Ce)qiXJ&i9 zj%Foqa2CL0hn!XRn7+IE<1B0<=3-Eo8%vK+)Z~$3RngPDgXICbIGyq}x^SOd9f{KD zlsBR9H#@0hJCE8>=AS5l;_n-=EDVBPH28(+9^b#uLM=W*SrDZ9^9zzBu_uQRh+up(TA#?~+EZdJn)narZBud+R(N3xIpBrI&;I zNW^c>fJ~|x{bSn3hTv(pV9AR!UfzW+nizvTf8#p%W#aXr&n^On(d;X>^nH%m=fejM z!z;ybv|}cRxB+BvYmUa{jzLV63z~0MmM(lOCJ^c!Z!IDH*AXM*uR($1AsvbIG z0q_{KrTtjrK+((mCr%q3Jck&FJo05)+RQ}J0qwNDDf-5FAQ3cIQnob#kBmL^W~!c@ zhjNcm3sfwWX1r&+TDCUo?gwtujH$j@mQ?#Fo|xphx;Rlq*|<}i%+Fl7bpawhmwSck zOHXJFOj~{NXEU;NM9h>U#;bf*O5}|%cJEoGY@es}+3nR_ZS=vk>W8A3eHdKeZYbE> zzqI(69AB=tvKod#do{DdtPKey7-i(=c!j_=_7d zRk(H<8`I8;!q+$;(2ZhT>S__S2ETRv+e}#5t(8P@ek=UA<{CN6(!R1M>)8sUYS057 zu4Rw0q(4dwmdByk8ry_Qq|amaiTemaQ?d-F5Av-ZiyKqlByD3PIG#;T%uI8{(i!G^ z&g>xKn)mNk{S&dC3QxP$8@0tV zxEnUv=}mNX_1yPbO3nkrTJZ1m!SaR`Z@XKuA$sLrYT9?VRS9_6fs=J(pP-&cN*Di5 z_FiJ#KPDF(JgN~E$g!sf*J7g_jaRwR-kZ)3C_Epkc9}bUyKYGh2dN(Qhiv6YNBzT| zSmoPr$r7vCSnX`vEYEuWhK40dA8}}%%4N~{qCPIQP>b>H&zQYbpNSV1PQf@DT?a?? zL4!_T%H^p=5|-2BNp_XYxB7I)Y%-O!yh~1I^EuyH6aQIFF^9P_Kw>XwA4!9AbIe50 zOz&8c{7+x?3_A%;RnbLbyK|6n1A z>HPH>fOTp)^#T9(`9{Nae39PcBM~^dSdf%R`P&H|k`ah!_cZk8UV7yreqKu(SB#8S z3`NFY26-bB1}+b9V~#CFl>AzxwG(#xKV&eWlo?U?9dH`(H~OIPAdY-OLXK`M_or4Y5E+mlXmFyYvjEx*N3@FQ1$o?9%A_h;5_eIVw8-S$4tl zhvVTv4&a#M2V3W6Y{0}?PB+{YGYf8>Q1nupy(#K!T&WzS#xJsx7A?BUrog4X-huy& z4IX`csC=^3Z#D#ps_6%!olGR#nMlQiytJ8LKfRYM)aBwWGF|!H+>eJq zCga}4ijDgzejY_Ee~_#B%iCl&r`f!>XsQyIxVnBrjvVRlUR*VI(_>xYR~Dvw+Kcrq zs+J4#PKvW_|E#B+bb`^Ejg9|_7Nj{a2l%IeG_7xhI!s%gVUGM;S9o4^$%`~5ojMl2 zlyaQuEohT_TiBhpsKvXlCN{r`NQ$5jK>a_IMnYNuJ>{D-5|MNUgwLM(-BU^`hAWM$ z402EL1i!3~0H05mvSHNCjgLVpee3VVc17maT&3}fmH#o)?%dWs^YSSo^nWaVH7h`p z_OIf8d9h3}{L>Eq|9iWla2MC}=8%S)=a-PfqW@>+f!LA~PSXVf=f-2L2U35Q2#4^o z$_dCkhfwS&ssb{hG8|{VUN03SZ+Pna>g2D;WD4ebG654QUA^Y;;H?#r0-n0Akzmim*2>#d~&L$2%v|M@h)bsab9CRt4bpK2% zokRY5h?>BXyT}Y!TPTP3;4|jc$vGnJm5LVaAJ~@>DO=|(w}QTxR~Aj|LJKpPu7L=GIt8lV)-Slw}x9QACtMW_)JJD%*qAUfAW%|d+kh!UcD|uhSlrJ@=U_0Gd zqQQL<_E()`X3MMdsk-H>156^eva;w})^ys2F2u~L86ae=a`f{`@GtT-S@KSot5I?< zJ*`Z+vZ)QV?qen;RAL%sKaASKetPJZ;|a?A&^wDvi)bLMFtMxb3d@2VElJ1%f19dL z;6C=J*@S^DR^uH#T<0hC;W`L_8xxOfGH?JA^?eHyXCro+{gq0d^+fTE%jqo2Rl*JB zH|^$@?if6Q4F?`>ZkA_d+~)lZX`;|rL}qGRW`;*7GJRqc|A#oo5X+AlVurA))$FS! z>WL@Mgp|WbjQB|LOD9W>7DNtMq*F;3?zn+ou{obq05lQHt0r z$@O=|PALzU(=l>s%1Gb+o{WmUxqe1v(&~Iohf9o_6wJQ+egt>q$xhe)u0)~Pua$J& zt=eq@v%Ws^c3MR9dN0GEG}xQlG0wWFI-7?7~$OISeVb zlicQ@%;er_%l@pQw=-1KzGk02PX7>R@PR^fs{Hg){l-(7ZueT1R=^k* z3d|qeD>&A+ZK@&;Y_d45a~UDz5#r@bF8urw`-2tYr_j;PNIwfjdl@+IV5o=hqrQPA z%E?iTydT-+S~i>B$NrV3rnH-Ffs?J-w)T+H2%nj~J$r6$Zui51G0~%+@)9a4=)@ zJl&yVX3kf5ET*!suyA&1ET^D=S)^ZW-Wg8rb+O+3=5Gx@F$sNh>QHyM1luPYzi;hD z_{3$JzNuIcfuIX=e-$FFX>#b3-YO4rztBxQj;yv$&T#iHEaf4q?`Tq;fLSF`vY6lx zNrWj1-C(=BM(g?W1_OZ9LY!UOuxh*WX77@k4>#8sU%3BzUI0$Q7IfY&py5yIbM-XrZV6`;-H0JqnEdBj^uUrBBnb_F)Q7fS(w>N!m!STF)jP1FGNPj3zTg z3UP#mM<$Ky2(Uf%v~@qUEPWpM)56!l&rriDJjP5t;>cZ+S#8B=W#0o!J$R=+s%B%y zny;6(CCT3b=3#bkEF)#fJ6i?9UW>KcOzF4q;o^y76$BZ$Z+vSBbkNP*Y2QXoeEyl< z(e+-xlK%JLoChQ1YmH$aL;RAib(g3%5smB&Mz?e-Cx32Pgz$wKMs5C6fQGnZI$Hegc?c~oa}Y*Xr=^SMle|uqBPL~ zz3j$ZmyEU*R>w%zkhE$b4GZqh&A;2yN$)pv_#cNcmcgZzJgsqKh{`QDcVvY=nvQyu zoo;Z>Avn^YVFSxsLmDj78;oQ?dHw|6#Gr#CWgSULfYz&fVB1O)UO6Md#yfp2fBp=L z3N~=}^7@i=-uJ3^9$yk8U+u9$p8(kc{Cu9#0_YFaKQ zT0}o$93_)nV;2j7t?6himJP9s0aOj-e3Hu>uvaA}<90gnB_pa$J$}75a_JjFv-WB7 zG|11H-0UMTzAOtr@KBO>gTcVM=$NveGm;S;$A(BM9jHjklHn7LPbN2qYgHROOCCnK z>{#l{mBc!GrXJ{Mc{IS9EN!2Pc;?n*_^xCKMDiO9T!fO1Ig0bOe|}W$(6- z#3lGm?!j|kIi7q?VOPG1W$L)E6H8UaxQG?knUuxxHEih=soBRl<5ynctDwct$Sg3q z4u7CoB=2a}92Gp9ICAsU**o$~2=*S~KAOd@{WVB$b7IMd?^x-ZUg8O`CL_*sw$8Wu zdG&D$Oy>AfE3&pc?W@D-43l-e-RMoa%kz>?2c_TU^tn~qQ zvcLRNEB>qlcC5GI-s}V^8M{{bGPFxf5QCLbl(E{lm!_Okt07`1*i~g$?QO?3*(5+_ zgKVFEm&w{bewhyGd|3i}1mREJUN(hACZfZ_>2ATPm2GVvsRQPht1htU=)o$wzHLSB z$HK^GZc{ttd}CF%s#)xuOAlbt92}RL(@pm0CaD0>_w8dlsujF#8y?qnyVR;x<0{cj zaadh*lND@X-He-Lvh%4os87UeQmY2|{t^)B3rcl$vq;_Fk%M5}HVtXj+%mvg6Zxl* z)WCYe3#vRNg<(5T=l9#!VgXeR;SZ_;c8RBL@|(+OE_ax1HczxaLWi~tk(7Uj%zhc< zU-F%rcrtg}1ew-Aa`es62wsyJU}sc~g9+_Tc-=J509!_~(nB*X+CB!>ZIyd-11X=f zslvOp5N|%&9;m%(%eRr8uy(D;eRf%IyHur` zdm#Ezx8!giKkS)k+TkV*vT%Jxtr?+g7-@KUv9ZC<&?1H#&}ZzH2IM>5)WRs<-0mu> zi4-2qvcC2`dmX>480UCNO+0Nxvs`mGyP!oi#Oj*>-l_aVl2)W~<^Go_x%Vpk0r#PzcDT-eIw8LCV2wC1Mf#>2WI#a;T*PPUVY@0M|{xlr-Fomc`~#c^4V28=<94<<^PrBgGTR$^OcIin*{)@6m`oi6tHiAoH$*Goc*khS`r!rFM|=|Wp5u#Btesw88{ z#DU|G-at#PuAifZOc3%UdZJQ?jW5Zs|E~*F6^ReUR@3H1RomBb`vw;AIq~}9W zbp%8zIc?d%j+SX0`|_|CZUq$MoN5?5WTBuD`W>7gTGTYvGABEf)1 z(EyR@V7UAG7@-l=q?N;{&&8?YEP_aSNYxgQ7ro4#Rb{F~wK}7mLp*vs$yez1k!Djp zs&s$S^BYl4bj7e3ZXf{Ql9DrKgweyX-Rm<$rKmSM7#6zA`i_qN>IygFQF!~-xcG;M zxc5KQfAp0ov`p;|p?Djmn!bTk&2PlP8L)FLI|w7lC0=+t)rY>Dcu!gKV29dUa(WCi=h`ZyqrthQ-8C%Y~}4B!Ln37MQxL*48P+q z@r$vcZ>Bt5QOuR9-^^Lk)Jr@-Kl+^NmJ6imMvp8rcYbI+GoE%ISxGS^5F*Uy7W>LP zaxEF6V9>MteIudT@^k3dg(8be@#Ri@QsNI!#bUk(W3y2Xw6BmoizSMm>opHADgGqt z=-9$dcV96V0}qJm{~%+#>J1??^pdV7Giwe4s3AP5PJpI?CYt7A?E-=WRYaC!;wVD_ zlWk+m2&w${@sIDF2!R|A-Z`bU^`>Ov)skG0A?iwkd;LC@r`yz|2tV9WzoFH!zR&Qu z$H<0e)l}6yZTGy+U?bC;SRws~d_SF2X%4g5TxLYA@tM%LKK~&z2xyeH>C<=|8lanM)v6HM{q7B+3txPT@fc3zp8~p7jek0Nc=gWM<0I@3l39|8Q@vpbIqmIpCUl-n-z6a#2 zw$G~mzdZXAtmuw{Q-=Siq>Ns0yE} zZ}6U5>PYYig_Lr{4eBX`q++>vX~et8cy%Q@0!PHe2(tw{R zER^Vh6-nm;BRXKxRMOLT6195U7w@^7WA}B9U0dop@R+B*x(gk&yHB7whl_O3Usah# zfyS5kpKBTO>nmzOVV<6yjVc?y@Go+dc-Zu0iCLKsSlgePPx!>dm(baA2nHtdO#=)G z&GBrRR@MEwHt0zHbu3fRQf+^yP zo&e-;v&r)FG^cx&X1+f*$J>mk9L12@Wi3o54^f2#c)9_nJ9E!EhJXWU!-dJ~esD-s zX<2XJLi^Rz*g_%J_9G)dIxF1l%N84p*8FX?ga)jU{2|~=B|6*5$9q^z9;@4<`9(Bq!>uiLAYfCs zOrpIp%x6?R%D1Cvs4C;cJCp9n;YQoHn<$|@h})-mQ!7hpr=mwZC}!y@aT%Gy-QRH~ zn@Lq;;Mg2;WJ$}{8Fd}>=Z5NI;}15ZHt_QKiJQm@{+g zICp2^+}dYlJlIv<5bKd8OOd~50(y;*Zk5&hI|`O%nRdlLM)Ej z$aQhu;^ZxXTsCSb?LtT2{8-BXeA&s5ncH?>bo% zUw&{%gHc{>@Hnd>qeMyMoAJmbq%M|)kxES~tySLu2T5&Y^@GshV1qQ?aK-;fe*S;> zMZoa437MRpyL2g4NyXOg^Cm45itcNmtz%f_@63)t%Ev8&7$&D@LdhEO2?4BZIICw8 zL}+*P5)A)g2HA=+@A#Vtw`6N3CbHl7f%;%k)M~7hA@KqFGyLC~yu@Hx#gjB4wDBv# zD|P!1gb&~&7j@jWl=k1~IsT;j=zj%MKn61swQt@X|8OW?#olIJnW*(;{$lNUb+6?0 z=-+g|G=)NT|5V(0rm@11SjVYF!}<8Ca>zhxYD3AVW#jQMezkF8sfSO}KD>d*{*@7j zNkr_{)R8W$1gwFzs&YAqhy6Uhucqbl(d2pC6saCEqy_l@JjkTWA>uXsgbf^zySBwf zuO$D?CILb1JH9inV!~YhDn#1n4suQvDD?Fss_X|v`sW8NZiyNdN1hE04Z+tmz8rRj zT?QH+qFICo$qnp@ng}EmGJ%3aXK{CO){ObfDE-feVxIil94k7>q|9$y92x{)VW~{% zm94BsHW1qr-kxpnCL5=(x?36|0tRVKCB@^ai!IPd$~C*~W;f8v5GG&j$Yd>^z)Q0;acjNX|JpTKVHH zpMm~(eZ8oK01be!r7!yN;%<`|50wt(gAgV$08E~O_XKs)6kSy~reNr1>zlFfT0R7T z%A6dNNjKSsYB|vQWO-Jfi3M@XuOVMne~= zKL3-|YA+@-`F)#6=SbUmeI9AVr}c}?B$D^Vh2$zvfR05g6W8N%#e3-e?GX+M)R98Z zQqx4cx{$nmMt`ie{$-q4LFe=0GY<+G?Dn+!C@<{$ZoQqc=0$=SJS&-pC!VjU{?^Qb zdDGC9PZ|!VSbfT;1aZ>PRi?Hix_VWdmix&gVGV+|)-B4Yi4Ftt$AZq#$N6Q*Be35? z-1dxihm)@g#@$yc96d=hwMVQpj$^6kwH%n~uUapXpNRPv<}f07&iAc67Hy~y+`31C zY?FlY$TJx-z2x_Smn|LrF`*ECS|&16HJ$cXg}k59(?3D4i`8v3v4_iqd>ZZ*FK57S z=~0I*x%?dp=mJJ|V;~8TO~1 z#X&jBFI~D|(yL2`-?^f5UJT`f@4Pq}-gU&iCzq#w^F9Flhb@%bnE=&au!euU&}%-O zGK7f(c_wKZ$E^XnyQ%8Q*#m=tBZBRrvSoX-rMR^bw}&+;&fflk z{LrAQ6?t%B4rj3INhcUMC5g45!W zb*vhYX9X38N&)6?+mJ`I%EJF^CBeKj|J31vgLxVL-?Z6@?-A5S&sJ|)|2mAy9BZ1j zdpm$2^h;G{lWhQlbtd?+cYfs=T^7OJKDu~DmaV?@qtN78IX)7v9;!mrYhJ<73Fk!G zbLxHM5Sv~^Y1W{PU#=3N#MEMM?q`ULj@ z#JW7RT*^2$o{eDlmcW)1HW|3TG$8{ z+R&3;W9wQByFj{~q@SB^;cKqMem7d(gRRE85@lj@y=Qk)=haUsmqVTy7M0Ghjjh3( zH^4F5YL{EUQx6UT-!d;b=3A{o=+Aez#B*b|ZZ6h#RT7R2iBM01<`vHeDoC<($Tg7m zv`oJ=-PWbiYJnV&?OFca;jvhN9oOeBdo5D_<2R(G9`0gM`e*129-?hs12yc+*Y2SZ zjL1^wJ)D(31H@)QA@Wx^>VfEc)rJztBF!&ZiRP$$H^d3`Y_0c&1m&j+U+&|E3b8xo zghd59gai{cwFF}rEh-`qs9|R|hJ;3Fp|=su%T_ zWrMzEOVdG^_CB_^T-M^gI*`?SrCV^hB4OzV-WumM#89%}bT(5;3CR4cYaP zB-bQAFdqNOWOZiLSa$9cE8!biuleR~e^h?eLrqZ2QnB};#7DG4uCgI{^Baxo!UOj) z7vb1e0kZucBp1!qVSJH7;Sxs2=rS{gmu*{667bP;)iWCk;_d=&{c|sIi`nda_0Qkl zj@f_quvzFi9sewp!6}-Iq59p~zWzen$wJ~rpz=$keo)QWZP!RW4|L4Cko--MoxBBu zKtalHi@7;hK!yfkE##Dpz6T5heNDyt7Q@UErfoNM>%yBenGX}CI}Nj+d9V`|QP|Q1 z{>m1q774l!C8O4?uo7g@5~9w)f}2RMcvC2R9F7v8;l)3$z8Bb}TOE?R$zU?7$KToV zVd7@p5kfqnDXx?+cZw`~QdKY5scAmtm`zSupP2@TT8#17uGAy|%*I;u29Gk8j&=A? zs1?P&;xZrTR2NUIm1S;L*3$Hqrf+iPT5ZBznghurD-iW@&POG;o1+mE)t~1P@WG8F zH<`JiMB^t%RB{$n+?fj}Nagl%8q@c_rlC>Y9SnYBHwm0CRUQRsVHln`B>aAD!FCjB zxEzmsqiRcyU^Fb^Z>n)%a5>+8Y31E{(={!Eb>m};C4@DmJtMza{wbnd_jI`VP|>Ex zE3&?o3I++dIlQ-pS5Pb#a5vwA-6&+TPgfXNzVP7V)TgcRqLx0qni7fhxT?MV!ur|3 zC8P{h*uu`XoK9)lXIt)o_iDAp;|c1 z8;b5_)6zrIIyGTKty`G>V=J}6&4j5{-A1+xl;Q64#99&_0t_&1?P@pea%0hNyZU|I zCo+Z9JC1CKQjDV#LDHyWUz&B>OTO@O@2qj~oKc#g2CLceH{X0XFk`bP<7er2^HC?S zlZ+SwOfLBFiG+$DXPl$^)uCa((5B8x+5Fgz&6O7^YUCv6pjVQRX`LMMbRJxD?e-a2 zG)k;Oku9E;;U*MQVx;`htxK$sQcu6jX-qxL>F0_{cb)UDp|apz4| zUx*={?&s3AxJ>z3&x+||2e<3U7Q<ol^O54J>Zr)k3`PWmp52hkTu~MSl%z5_c-9fc8-aCmT`0v@g`0wMx^T(P^9_KjBN2)1GEFE(%|cN=`n}k%^3MABEyl=Nt~W zOigA;cRTnL=Gj`$?ylnUo&NfocOy4gW^Z4U42%2Zl$LAjG&j1qLs??tv;(k(!0L=H zbsZJgMoNnhh2Qi~9qu3Pv^Slo%GMoyfC(4WE2iH|k8sI6+@J!wj117#0q#t}{ijJ! zhN1CoyJzMEFySW?vPfH?(Q7A zn|ttm-?hGV@B03}XALl{nK^TQvFq8--lrK8nfrI?v@kG*JEkYs$K>xVSTZ9W(5h3G z{Dw{7NjLQ4H>QM>=hpEejt&gvAlut4T%?nuu>~y=0UMsLdM)beu4s#;{&H9r&Chu{ zkFX>wI*qi_$y{969!YYKodlH@lewgy9p_epp{wQZZUpDfh|4c7%EyI*qccsmkb`G$ z+(tA!h4DwB!H)E#Dj6+}Z7J+up0#`8kC#Nf7Y~)npKD3=j~BDiP+>~z!{6F;PMYu8 zA5S)~!rDS6Qi~rp1t$(H$}g<{RJTGwPrEzId;72ddiHv;FLz?jp5_mTx5$8^qQ@T( zFW(c7V%D|P1qLA8CSuCI0<_B89-iMD&6C9k7kdxTm zIA@lhbXC!In^GSU95iAS*z6DcN|&;Vjwz9MMUYLEC>_HgwlUI}x7ZJ2Gq)CHo4@J) z#|4li0_3&W<<9r+cHI4}JIsUGGhi~AOHXakSu3F8@%--e9e(p?)>dAI=>u&G=u;5M z*yNvfJOutbHkXHb=eZ@5fF$Q-cKV6vR46$0=r15~GaZWUmq)&qI@40hebRvG*-#pz z)UjlS_^gHbVww1O=1f^fPS=G**!^WREYDy2&@H4A?Qn&Csa3Pmc?1Ji|YA-pU`@P%Le> zJSw_!2;1-~f|~>q7WK@BGNhxgbEkgXt4b23uj8M5-BuH{U3fH@YC)zU-x)gCbiTG5 z3=PuUtLy#R2k~*>n|gQ)YRN1!ubuQk{({LDS2ebTk=&=8@}*Hwr&_ zdCcc|&-v7RsCDYY-;;tIFtjUhwoy9tX>bwtDr>ou|FW~#^(V%j$#Y$ml9VoxvrMaI z9eBI|Yhm83AkAd;J{?^*CoIfvnZmuie9w6>iJynH=!&yt4GVqs)4TdF16716!>nW1 z@a;2Zuv0C3nAVSFJ{0A14Bsae{c-s0lm@B8M1$Nac3~JyO2gYE^=l^EJA&9dZiG&rW!^FJ?IzD?D{6 z%+)1JgE*4AKTtHO#Zt(}v7K5oWqLaL(;c=XbYy!wo!d&z67jli;2!Ps^{eQleucxo(F+HLTvD>oe&7VWm(r-nqkDs&-H+3#(!IPce-D04^dy}U za&uwWrqY>v-+hw6&Zic?Om9L_$656dXz$|1ud5MVZ}l9Qe{`Ir#NnK;IMGUu95*)I z!5aw+Zod6;V_yyun9l(3rdCLxf7KP{NGKyBpX$T0K(oK^j!h<)H(PGp&^Ksd`?iDk z1tL#jB$zxCY#|A)Xu^#V70Y*i#+1_a{eXC#Ehr|&2B<yMi=FbqAd zJm_;Om-z@d6#!xsvoM%8?0S+s5WV!~KkJtAud1Nq$@FMxeZJ_h<-{j#CC2VmoE8-x zZDlykpZWZe#kfsFqY$Hd0rtvj>zmp<$!MQumvjnl=DJBQ%^m!v=HG0n+?eHyYa#e% zyDsYrkf!T5)K>kh*RwBJEI&1Tq>4gu?Pu9o>%M(pqcJz((|i@Yuw&fHYSWpJQ@o*4iHF~0ML|eEmStKxum3fR za*imDf+$XC&H&#pfJJ!u3mzWafmJtE?1K#|dxM25^&O@0cgNdJaC2EXg`W+41?2r3 zwCvV}pw}J6uel|qko^+0#?Y8Z#I^DXBo~!#UvwN`b=QVwDb_&0q|khnYk#kT`Q14d zShwe6i;}LZ!Nf=jN=At(?0M^zBs=P9=7Q0YVNSu1jK~Rr&q5P(2J=hh+6};`ols$m zxzc0XRZeOo=@l*@W!qz6!_{32mGF-;xTybQb%0C`rk7 z{`aM8EZp`8;oN{Gi+p`WBjga0$OBOb z7+;UsZqZM@ttdi_Dh^2t7Q@A>VE+g9Vq+^_I-GHq&oG;qoNYV`oMZ@&czN-zXMhzW z!r&=YFt>eg(^=a|4mRPiMBbxOcKLoXkM|AAX5+-ed?A+DQ)oTAV#C-SG)m8?@727b zLa0zqlp#?u^9~eBDTp4|J1$Hnn)H9ntE=NBDSt#jun8X6{anvfsO8@fbhs_(h-}={*4cD zfuI@t9-fLfs%G<)VR{#8w!qt~w~PS_+R;FYdQqD8^}-B4npIIv7XwK85S9MIM#^$f zlb7t|iq{k~UEL(Zha4im(()f5aZ^c`89&^(Irj3PdE{=4YJ&=st^4y+`^J6j$>5p> zbN@g9jD6l-%Wj=qpu6PjFWSNaubB}vCmYAEUVdrRi6y$s?j@kmPn16Gc0`=_q6wys z^&BWl#Kotft@D#2V30)_n7D8sJRKc?Lj>v{;1kOQVb?6RpJ|dqO-DQlKylInoW{7{2m${tYlgqM_Z$koR=QHHb23!+y zT&%p>6}3X20w#-<3~L*q+YS}}x4O^&k)5izSOe{UmjnEAvQqD+{vQ)vlb3M+e~pDS zMgD($p0hq(gGoZlLdfF=SupAgYNLmvoKr(Jjl>*9it{pl#4lj0;j>sxoqCj&%9oS9 ztMJ?Yl@~>>Guo!f3pP3%OE8HGLYf-VWNKbNYx<~W8WldQ;1h06p5s-Edhf_yf8bp{ zeD-RVmU(CR`Aqv}XP}zXuuiq=_eZwCuyc&E{A#;)74B1E1o$|0P2PxgjRpcrJee(x z*+y;UpQbZ5Q|n&v)V;i0W##o75Rel69+(pSd2Tir@8{5sy?hMJkTo;AL?paj@`2CC zA1Nx=tJaPj*;;DqN;+jYkH+Ju2eO-nXz+LbH+v1TxEW}B`|QNOgPfZGCGRLdsTd`p z7-a)lnexT`yQq*5Gpgdlc;Rhv6ej{h$IZ~w9xF5*vOug7$q?@^2-N%z4sZ5vR$?_K z9yVmt7O{FYE(|z@@4103R_PRKhGAvL^9n^S5dLHP`y%h+5m;5(ea}dinu4^e^CUFl zmM3itN@5h2A+>jrr?)rJ7kN3^IZOY73N-aRE0)bc7R|q+vRNwicEO7+zuVQXH;fAI zJ!rP2uGG@aDY)q`OLe8Z{%%0_$kqO=q&j$AfU4KY(=Sx}xEm^YWHZ?|Pk!7DWwlhx zr79AUC0EImS>BpYVWvf84_4x*iu=x(O`l`DW*UQjEZkD#SmZ2>)3HdOY_|D)X8D6+ z{Ia9}1n)*JmBI%#EnXLqDo3-+mgLQ@JQi6kp*a_BT|L~pxVqT#=pcB?naVHD<&k?Ir1^*sNoc22PVCVKwB|E* zCKWfGzjN!%o#k3RU6d=rfbOhIWu8F=WgL$8Xk4m*N;$y(R>(2fdS+~b(}d&y1cclnA;`;wBGnIMb?%@@$LVq0sekDGI~guvFT|# zF*0ACf6$jbZPn2-EQ482!0N#9KQ80E`T>m0XF5T>Oh-AW|Bd%?-3FwjMHtVrmZ{%$ zI$Oa1d`)uV z=yyf|YaJQB!nySVZOGo$XPD<4r{&Is#yYH*zJ2Saa!iOm8d}CmFs3RL?;gBSv zA5UB;!(*l_WAht-tF?N$M(JN^G)8+7O>lu$aRw-OSYl4GO6q zXr*v-<&(-@S$mf4lB;R4mar>(3lU8yZa#7_O10i*mk;a-?$jgCot3K%eV7i3x30cH zQ=K&3tTjKM&E!6sYogQh34KV>qq&_nifoG1gHF?aoneJ7$b2-HTNKKLO;u>u9K`6( zr*}c#RW}toKIIAtZyhwQZb$33@-!fSEF-whWGcCGyr2C#moVIC8arBRa6J3f1w(fJ zW9%LK`W=0>i~N(edg*rYRYfg6)OOLsA}O)Zu7!XkQhzI94~L=doFo)OkV10{9Frn2L$R6! z6o{8ghSIOK21du?lftuWq~QvvL#P28j*`v5htXQYI7`Bi4^=WSpq2%^91%PClj-jv zacWOqGiaFnupcz@GCb~YU_EDZ+J$5{LSc2%ps=RM?TCs==eNsDuA&MLb2F)=5S^8v zX3}5h^b)F?{VV0w@5W~0)Z1V9-w*sOt59Gi$*1Pshezx(zjYwWAI^(%a)v8Q4|9j> zw-sf2$;NM8*-|b0tWQ>}WFA!Ol)dCOEyeCEtB4->Gc^k@5@0%+fA}q37I(IJ?(U1C zg&9j=vgYX|b#7jBaaK}{h;*IUrR`aKcz4VJ3h0w{Q3+aa4rI7*zSmjHP4&It;nzyr zi^sjIQ*Bs5kuCAyR=1HsWu$yNB*ndHR5Kj6kZ-LVziHNF8*9lT@CEv*bQ2}c0}?sk ze2O7CuMOW}S+cp$#*3zsdpB(xI;orF!*$nj2E&(mU(A_RnGpz*b+_2=1`%w%ZY+<$V# zjG>Q~HQqXKS$n`at~QU_et*V2D&1Vjr;x=HL=zZCx{ZwweC5_ z91@S}Ww?W@y`jeYdD@;_S~Vyo23mA1LkP(BWF);{7bkq%zA1jW$Pay0aNKHhm3)ub zGwD4WwvzAcl9p{K1vkGLDPP{<`(mO`-U<#9wDCz!?r@}rBbS?b+hrK#%AgF zAd|Ok8yiI!CiT|%nb`;zb{O5mWg5)}KU@#Czj9B9aLb-nl8%d*N6l^S>`?ko4u*of z@>2zOtjHy6hA58;rmbH(Q!id*PPUFMz)U_IWSSGp9>QHppc#W6nZjxazB*P#zYm+U#U+ytf0?L0Uk8bDsX z9<)i*^ceqa1`gtuq9YBhDe+Nc+l%~qE#vRtFFSZsHF-gUg=Qc@*xe*CPYG_M!rDh7 zj+`T0KPMW0R08=l;2SIacg@sii4fsxwEABVO!)zOWb@ND=08M{s(0rcHJBV>uCPgILV2SI%lJm`D<*YEv@=4l%UTq zz{-Q6UJ*qesKm8_9|ky}rjE_i{q_~xL+GaKJ-Y#RbqAfs%c&n$Y7rV5Pto9ht+(G1 z`qREBa%3YN89ASl_Cu)ypeQrDp9`bB=`B1 zdjGEUS7g~@;LQCm!htmQFY5a$PT}!EZpEQHDsoE+E+|P8NXk|!atT`l??bG_1L3S} z>K=c?It}SMb<$A=+7aWwyc)C27PHtG(7_VZz#Z%=BW{rZ*dPVi_*v z?Lm1>YW|nu!E52LbNcR>KjrZkoy-0~-4#@*(;>*2MZ|^vNpaj;}_E+tK#QA(eX_rd2+#^XD|`(wTS(@}b~Gn69=1-1Ipy zn^uMfICZ}DOH=^Z*4vIyZMl}jy0h?DP9EE3vHo==o~hx1aC?xR&=qzHg*VAE6ifnL z)C)N(6DGOPTIy6c)7wI3PyQqH2=9Du+R5!!BAYThcVW6Zov8sHr-LMYdXiKk7H70- zLh`pDwOWHQA;K3MMQ>6nS=L@|mBzM0=+Ana%8A6*)G9?$7U#SvULbP*Ihv+fr~)5= z8h~geqDEqbQjY^Bk#w2CHYX)tdEOlwXW4d-UnBPL?Jcm{DDYx|EcUXvfpP6w3E5zJ zBoK>puc;0AIa!W2f5%L7CPxL=`DYaJ4E+yqw^ zhZGLZ&^TH${wv{x`SytNcV`gazeik-cmMU^ls{x{Z*7mXL;{N1(i5z1d$l!kne0`b zti3#UR%QdM-Bnu}=b|biGh3agaLxOs03bV&1{b6KkI zs;pe0E7=tHnIU0%DqJL@=(D1|GcuyJ$}ODB%Pd=T!}rdm%UAcQ3O#Cd5U0w3+YXJ1=|B+9{#>pO(uOo~&cD&g1mcum>|oYXQ5!Z(H9C%Y z9^PN3RG*Y(@QfS?VXEo2pgpe8nVq)=N|Atm>w``uK2jazj{CB&FXRr^(h+{)d>XNkA-0%2lD{NccRqj@y)`H)Oi=wma)~8< z_3^_Kr350S1;rK5rnqvWNsGQ8$zYF*(+#R$lo%(nJ3IhNZL0W@Xa(3LblLx$AQAhO zI`1{NcZ;n*nz7P9Le4BR?ottFwps)Ex|nmbaMM@_3OeJES!puG6jG(=Rcq4is~u8S zaMNwONY6|E^Ei|AYJR7f`|ROs-2SEQd6KX@#bSz77ZQZ(+c~X8LQrRDNPa~KdbR5}yRD3}LxO4Z|(b=jnEo)~E`NSZ&AndXw^ zECzhH=5OB_bbm6&DuGe$U3jLD2NJ#+(JpV7?LsiJv!tontk0Sxhvz0jO3pJdh>~sD z`3HhItQM~bMIZ?)vfOze%rX;Fi#;QLn;wN7VB`~mdiky^*X{LEJwcYu2R)%X?8mG2 z)^Oo_8F)FcJN9trDEmQIkVzItxD=k|maU)T?|gy#$baW$zuFVvaJx7Vhx2VF_aS)V ztEIT}%rx%68oftbzwIkKS_>MGpGH52`!&rfOs0kh>WO}!I7K6sMY7=}fK(1~aJTm* zUmA!TA(o{Q?qoNHUrrLs#YA0`YK=S2Up4eap?ftZiCUsrV+3((~` z<;ix5#hy8&Z9f!%3$zPW`-aQQtG&rm9j0HJ?+sNpwBy`x{N3>mH~y@l?k*=(ZqMB1 z)6zhor{0MBEN%F&vEh>n^@nkMt`SL~nl?>Cy`_okCr^(_rYrQZw1X+zl%Jn>;0GK- z91WvVm=xs_DoZJ7S@GIpYdhSc28v_o40<72D$cbXE;xG6cJ^`WhUpBcYdHtQgnay9 ztMW^GR5SG93ya94QteYjh@wz3JZYB zhd3YhtvziYG~DjGx=J<^eO!te0U$N6`;}wJP7(3d%%ps5sp2CsaUk@=-dx7ciz8dV z>alQ22~J+l_Ou|c8A{CDF^W^JAnra*D-3wUT$l9so?NGObBE{SVGqRjZ@`C@Mmkb( z9Z|Jm&Of@E(lDCs3A`7b_N;ggx?UQmJh1GYUu$hRPl|ix=_U2y-Y9QV&8emGCe&nf z*!f?BP9E`lZWRNZ`mVB-w?ds5qoBXlYM|VWdaARf(R7;wbYvWxo-)p#>dAlK9RIno zIkSXiS20KSi?%cOfn5Ts*mUWhanM|pZ!PKs6y#iqx|sYo?DDavo`1GghpP8T^CrNp zxA}aSLB@G%QWI;_P3(*PjnviL(Z8BRZ&(9DDsOv5w!;laThkAr1y-^@ z_olQKI+YfD-IU@m`A50xZ)R96yM zlG~i0i6t$B)5xl1T>1@Bb-F}Tn1d(d8!}#k#y7j^v0symVO6)96HvW5m?AVn2@39F zud;+GHLd5D(xsdeP7cO7s3jK8DOY}xo$a0G0=1*fQ>uC>&kI+>el;8t6)x7W7MM@h zY};G~a0MOYD+<^+kt@%g)NObV_FG;BXyvs>CYWmK$qFIFsT_DURVgL}=0B7|)mok2 zMcYo8Bqi3HlW|*E#`XCqKy_-SUUutxz6;81D?jUnRYHB}2w`sGl}lS{M%Xt;&~|!| z&-!E%P36+_Yui35cj0JAM%P16Z>OTskYevfW2PdHU=QkjTTh?d4+uT1M!PGzuOk;>ao1?@D@8?e;5GOo5G}52npl7 z&CfBZnHv;veaJEpzr7BZ4|mL|<#_zs$c{28!fW_IAR#5AX4v*^j1fL5?0379tJqH) zxuJZ8Lw~FkiMNXw4_5{pf;&HD3fi1vk+Gz()6ZPEaq*BTqdve(ura>y_w9xq#{nQt z?7ieF>{& zJ7p4C%fKLKiLkOt&L!@KSX>Qg@wh&(K*gI66N9uV1YOz~3`wbGAg{AmWf#q?ITs5a z0d_{M57s(*GBz2@D(PV(YT5FbUsi8&k%xAm>pW}HbxwS6_;Kp&+4o+b4nJ|uI=Glz zP)urZ*-mj`I!Ia5o?+CsQ#S{(WJvYIBi8fG+Qff(2RpouX=<@@wuwt&9&TvEk5?ax z)oA5rCKhGYfXd2;r{{BpHG9>r2eeY~wCFDrzYAu4| z3~j>O#=al6l6r@`D|1M|i%_r1+%xQxndbA`evt3FD*it2J^_%BAS;z@!3VX8{JT>|{Sw5?9svuX%l7kA~+7Bcq@AjYk&w5d4K~ zoe?p;EKjnDeKx;>szON4NER+((z;8&>I>qa&R-jhlQ`iQQ=QJ(2cz z{H72iO2RokMR(15`nam2O1WLd;|KD&MOYZemK+KpJI?dq7jGcGF zq9CE^VLM^Qu{hT)FWWqF`(k1Luh>}QmRjYNR0{4vCdIfr?rk}Ul`?BkJz>TxR3#9F zI@rnkmp z&C31c^Fwhw)tTU148dT3s3FC10YyTBOEZAoV>`J>Zs^?&P^!p4^RqsEXpHrkabloL zI8b?FPy6JJyjLbHr+J7z!tg>8DaOOi04v?lz>q!#ScG7U%u|KHlBycLxDT4tX213Q z*EGO?yl)e&q2l)VK?X7})C+O&hi@c_E z+RbbX^_vmqCY7%8v3xJxIj-=F-n|R*NC_2iL~pP}*J;@0&3l^$!GYV9!5CI1<|Dn^ z(XWoxAX&%{(y{pR7LL*`APPY!S&zQD!Q!$E*a-c}(RlgA%bVzU0>&T9aMX2n#0r!i ze%G{Zi*9p`zJKT}83qN=T(h>FKqRp&oP^uF|J)F5NiBDX-wvw?+l35k(ouWu&x%V( z={2H?8G%Rgl2BjjhJ1)-1KH&^&PBZprhlSNolT?zcq-4~kYGfwApL6Z)Zr)I_{9;H z3w;K0NCkm4hB*qHer>Qq)4@in$7tYC_dR)_86jK>Dm%ynh)z8U_CpPrqY`v$<^;Cw z-VBTg?RNx8n-{^s^}NrYV6V@9rqU3PFe9I@-6)-7(c2lp-mBcHV2D=yfWDOK-k7%8 zydA_MJ;^40;n9Q?BAz^nd{IFNuzx1>*3qXK+L6k1EGvgr<4@J&Qe{dfn#szzELT4} zO@=+)Lcw||f=puwyrXjmez^k{l*2_4VJoHIGbG~GO`O0g&AuiAY1v;>WCo)W3o>{$ zr78LM%|7z+m|Sq{%wCFp)-IGonGDM|DcDTZAo*Gf>qD`q95PUwAYlT(+W_rQ6$KT) zTBNGc`V6tqNwaJ=$tSD#ZUuUas9b0k;YSP%0Bn-|7^m%EdHNzgS6QH&a6JFLvDc8h|4^-QN(#|^dz_|$9R_TX*{0tE0so<|=W#yT}M zzn^*LZyIz12BQujRKmt4>*J01&%KoZjsg7Y`~MYJ<{*6os0jZ#{_oGf>Sp$GRSO3d z`rHVaV19BG0SS1qm0$N0{T?vt01yi@s7XPg{c*I&1Z_{YQ`Fc0STKnC&(~m!ul4xoESqJD z4ctZu1sU^WJvCH9w`}M~Z`^XS?CP@tNVPD;-3nylyDS804Ku+nE8u-q*|-6kh1nmFh0Y z>6ZopT^NP;&_SrDBbs&SmFD|HTfcFRf-_wf&+(s#|8|RnM2+1>p6M{nvKP+iieESE zj5VbvY^{sejuN0j#USrKy^}e$fBfP2Jy?)ZxLIG`$>~j}9f}qz+_lzpUmz?B4cs0Ndo>fvP0u558oQ z>)<&OqS*e)?>j#Hgm{Pf_xBS9z4RTdJ(o*uA)3P-&!oim+dy5#N z+NgzH0HlI;`%fT%LgmgM)vr+!0o4LFAa`elH*M zB(qtluUB_%10~x;R&m+t|Vt%6LIbi9oB%S4W~KA4R^(^c7xG+Jx99peJ`HNc={EF zJT5mfTL|@T?%oJaoxI6`dM2H=9aImT#B0e^?T^wh+2vN}xyTw;HT@A0phP&(A zAR3ook1hH+wQv(B111CkU~V<$?>1s*Amg%dzRDCHD22MN>G=o$h7X)}t^T!whG$B? zbx@&D(DAsr;C#btz3ad1_}&;p&vof6o_x`58z7Buwq93C+7)}8&tg*-p17{H+DJ1yE(+0$-+CA(sLr+XlW3_PA9oMI|$at}QUk0_<$Ibv2Mzh^?+m zki{&p=)t8BSHtDc4iYy|1Pa5AXo}TckBf>j;Psc@7h}Qr+lTf!&JB7e;?WbaeHx45 zzV#7w&%I9ZTO^rZQ1jaWoV$)ufBS%X0G6`aiOpyrI4BLQ?hOt+zXuyXhD13(HNtST zwerZ@oTsB)Rs1p1X^shtxnOh*fi&O| z#%;WSqh~U0EgW~0ivCKuys*t=lQM3r;aS{g4J(2}qN)JSV;D#UZg)O zeZ6G$8SqDC#x}OReIUZksFkQ?7IKn_zHIHRPSC%7NM=@2c$v))XRiV=j>;}`zyg$( zpFZ$FmfqZ?_SiI@AAJoYY{ zMZY3V0z{P5kVl$6wPxDAeSLk@W#TrHmnK!DweksA!kjey=Ml1TH>4sW7UtRNu9FWQ zqqG)IUTckAzLs|Ph;jfLAmWU@FJ_Y*rn&GKZJUc*{{ZYgD_p-A0zf=#ZgP(&>3vS7 zg^>|}OIjj3_=r|&ZnJN34dD}AU%NSF)R1zYSI`$8IDokwE|xcdOCQXTsEV5e_dbp!67 z4waMDuys%n zC9Eh2@_`2X%d=?qzj_G?*&*Zzs{4Q~7C%Y1g|efFR{PA(49hJz+x*AAiuFU*N}qp^ zvTC*~EjU_OBOTM8_Fph*8;-F|`trkA6&^nA7%mwZA|e5n4_W9(cVIG{rrxzPC)k|6 zoeJNsZIrt+cEGic2lD((nSyzI-a1mJtqufl5F~-g;}Ta~*n}&PqAD3vdg+?Z;ym-| z9}=}{&JaBZD(~$w+L1VqA7<$r&Ug~3-AB#T2r7iBt$J)bFawiObuXxWq@8j4mKE-L z_Kf1$ehJkF$OFE~Sa{B%6MWy-^vKUhEA*^C5~bJ}Ej%vY(n4OY*op?&P!^;4vw!@l z0$^#UIWnUIP$t=r|0859EvqxbeSRl_Mmu zGaNcA8ScEoBVCFLlxq_y!>T3>i2g6^qlgJAGJxLm8lCzDA;txYiyJmT=KodGl1DE1 zr{*;lB~r={Jrlgn|C4&8`Su(9e=wF-(<}Y2sU+O)Zl6=TFih*V(@wDNqM+fj-V>U40fu|Qn{0{v0ojykF- zG8`|JiskmcJ^Y{xulU$qS=U3;9q7O0bDT)2`^w}0no%b&xc`JtKbf8tOKYq;A`pQ0 zwBK*&tA&Y3c5j61zemej`Iz7M9F9q}qtd%{ppz&tOG8)1l;QLAhgBrVm{S053`jKl zPX-xFD^|CM)y_OCX8PD2_57(1P+v_Sg>!o8+2_7|$m8vJLkooNi3maCNMl=Wb3$+wQf4-Aj35{N98WKrkvw8RB{!0)BWZQVJqX0(Z?!^(afILzENMFRQ;_ygyHSGsc-kPHZBr+i`MMK7vykn^)& z{hjUdnF5|tR!-!f3t)dDK1l&^@UnLNdCRjn;_p9S%|>HS0F*UW7NCYjDbc*?c9g?d z4c%NCO_}k3!LBTGwQ7TJlqgEN!%o3MU{0?`76Tth?l~F{HK1|O-TNt6N+(46l_gC% zC4&da#;K0}RFmcH_CCXNbdB5fG0lw31y&%rg8^S*9+XbW_7&BuHmnfu)y}IX0}f(x zak?77adfM*$FsQ`O#LT}sfp=+fN2$9)sTVvD8D#|{Yd!iDlluL1)GwnvHdG2h|6w? z7P_bGHKfdG$mKA_#3qx!6uNnPx#WZcw=xk--dQ}Y!&CSGxEGyJ-CL|@8~(Xn7(v8C z;tr1>-5=^{ct&qA6&N` zWddp6#YFklao6%AcKe(igOH;KtzQP%ZKL;MCq)TVriA2D-kpwvBbW-DL`uY46#f*o z>L?qwT!|pwCGK_-NKj!qOb+)e43FvfMg}CQYK+$pZA}Q21>Vky%=hY2yOJ~Lk_RLE zZcvaCAK?_P+jmt~_^4$1nTjg7Z+t*%BUCNHP;+R2w6U1(Taj>X`99WFMXEL0D#(FxzMk$e0O<{oxc zP*Um?`xj7%$ZhRo5B=_XC*wDh-IWCPB&-y#4j~hY$ZX*Y@VQ@?G9!AmmJI`SNSZPa zC{{s%QC{Wjg^~-tLCRYh{%~XavCDPpX9w}kGMPM6eLRAs<&^$l%KXXS@p_}dt4w&f zeRnsSDbFV&!Lx_!yD+Z;t7h6tojpkZK}3RO@m1@|DmZMD4^`kroU}^dho1x zFdJkCE9h!#wRBp?f2~@6(0&Xmv6-mbTj3*bA<{u1X8eRmOH2FSUjAK>O*7f>+ZXs_ z3qm+JI7vxGoyXQ)dy$z9cwLtHR}}3;JGXLzNmSO&XIp)n)^v6tn|Opba}T``D)WRZ zHG>B34E)H#U|bj%!W9G;J}7Z?64i~4_C1?Ds3fC-3!8HG?D)e%7zD?>WWk#$=)8-$ zzYimbt5b$nO%aOU7*&XAJFmQ|AZgoKy?4LgII6gm67uF8!Ti-PpW~ZheprxZ5 zop9pto)`~@F4~FDU9`J&pf1K$k#2zzv z*dTTXp)ozggE6QTDvdLI_6*xu(u za2(;w=%Jl^#aJ$kbr+1ZFWOFRQ~eBtFZGeW;K2*%O(K4*>8p;A2UVS)g+dFI5HWogZ$;Zx?y*))gQiJ&7EPqzq9q&u9 zo-AU!3mQWFCKLNWVL^n!-AiH>(dNmp`~41@)~=!^DYlNP0}`|AvG+lE;D|5F`>JV2 zwzUN2qQ zNHt#_rsdNB1c5?R=FOw^!GC-a#V^djo|BFo-MIf?vyZ2Jk!y@kSN45yr~p80XW!%4O^f?@Gv2YHV|-o&fo_zBVScy;6I1hOv9lnogj^39@dEEkE* zl~0P|?7t29G66nlEpbn&(zN_5&37L~S#&h=*fd@)|LVGetM3hluR^Dyu6mX*6B85W zi=ENiIdmR<6BF9?Rqf~UE;1HE;jv@@$m$y9eQuHW9pJMc?q_D+(>xB_y3*2`9X{SS zy4}ZW?7LYC!>#Cv9l=+duGtF322kmYN{yaLyd(C`@_N?m1;{-QI1S_YK4mCZ-}HLO zwUbe7_T4X3VSN);;X9=>8dix2VoY}HG&l{4-X1e#Omud1aOx=%nsX*4-Y;;}`t%^o zw9RJA;kZj0~vIxC=e^ZsD}e_Q}}qSC2y zI45ORInuh_E+22?+hV7BG|3c(&R;u6kC0T636l*SYcc{~Zl;?I1&e*D*fG$XkuGaW+Q zrmq#%oNl^$I!>^D{D{EY@&xC79n5obG)`gcTCtNmqdp(1+P@0!7YVGY9~c)0&?Pms zY>N^caM&w9$f3{d8iA*|R&)-~>OpunZu_UA5?W$YlQdU*)TagnW#uq(W<>xC{`poq zrM?J8H(WFpCnS}^so9^{V(gCh{+oSk zUt$c(DZ{kS%_GITrRB2QQ3daIv8 zFsguLnkHkh1ac@jiQ}QnnVL8HUe9AwD@xiar*ucRSS`k;k$98Cd!KPdz_P;RHQYaI zPk8Z4v+~415ToZt;@x4o0`kq5Wvjm96s`uYleQ&$j?cN@3vK&Sy7QK{%z>N6^%Ra| zfJ6IAhkF7EbVI<9OLfc%v{0-PeqRR>v;A+j%0vrD$rL;@qpu8jzlr$aikKfaU>zsG zKmI?>eRWin&$~E^0)m2~5=w}K)PhRKQW76Px?4n~yLU+`C3Wc*>COdd1f@HcW>K1@ zW9i-B3;6lozwSBrp7Z%)63gHw0^_dgGqs~P=O9k+9hyZpa=)ms}_0|K<#g1^}8T7A4*M(y`i zp)cd<-4P0Lls&=bbq~=MsVCZPA;7gB&L6r?S6WHlPHetI5ka@zB84L0lAz9_01q&r}3MRH8L0k5>w$$n^@dv1HW1#Ay3AQAmQ>EXjA{9D@Fx2kDgOh`U(&xm7f9cW4_Tqjn7&EJ z{fXck#X};x5e+f1GoHDB&d?ekpK5H;1EzRff}rrI2kYBF&b$I1;FGDxrEhrxB#+u7 zj+(_U(u|*_CMyh_H5KcAdW_Kjs1{3sed~r8@)Tw|qeS;nwFP#^(FCrG_zQ6>E$7#o zJw3jHl{~F!Usd>Uy+XUjaWT2dXLG`A2M}-JrSBhPyu~3HZ58cIH>k z`-XVoz*=zJr8d*GnlaXU9qeER>K2vrqY+DVGrN92#K+CBSI(ZHX#D7Tu>HMzDZcrv z1=}biQIX{hpL0~ZiiS>%x720&oAd{|8xOG3y2(zdxdJgjj6!M61f(S4Z(0Vq{EWL? z!Hre8G93vVNKB_z-Wmo{>stc}hkaG=O;15oM#?nZp1#*JPIrjB5EFGv$;t>W0Bejf zf`WGU_IA44X}aB~j6~2Bz;7V1tC#0L0rdC8WXpk6HHsB=;fHKOK=}Xu187#d>Tc7| z`{jhw=EV`B;cSWgA`-sJbUB59Dyj^a@H(SoA+OfFbW`1Ou44W{$*C_6)LI_-(e%v# zdYp4hXXlMxzz<~q;r-J@&ZwxU@4u~#enmnc4x<`cI+IJ)P3NG-8Rf`!?_)b=78YZ= zi?a%Jno}?Qjn0zM(a~QEP~M((>9eXNX&3Nb)GaPPrChl%`gGwy(RaTP0q7fu?}kAQDd)%e0f z`T!e2O#yJlP|kW^fEwX^rWwRsX+SYq0uTUkADJKegC#Tn)j|h%K%8WuFUJ4PtFIKh z7~R$L-}^cLC%(}CuFgW{@wmlYIOQ~*H^IWSkJmbIH&0ND_Q`4eq*s@40-I81j}-7! zQnl)x66eNJCx@3+{tdYPxHNHg1Nz=<2i-_HTK=k{g5Bm{U_E#_ozOi!ZQJNZ+)iG2O`XK=L4_KkCd!b?vXFeaURWM zHgI8et%u(awI?kWQ0j1uRIDUEY&Ce&07TagPHXuUx$vfn|Aq8v;Qa0&3W$;Vp!WMG z3LuX_yzIUbP3jFX8bU@+x5_vAZZ*`8PhkG>Knh~z@k9K*YKB7rAd*&w$a8n+4=OLB zgo2c3b5Jx$&@05b^K^26T){($GxC#5%qbUt#PqC@l{S=Ez9gQY1VsBmtu1FVY^)*d9T+J*IqPa-juZEpV0fcn^Mpk z9m;MzJU>NK%D=XW!9m#k8>QPy^%x}z?|Iwfho6ImahkDSTgyk)Gu3m->&;Z?$IVM! z?sid3U)2aJ8Lo>ebRI)t4c;Mh7m+ERD*bW+}$}cbS;4)*Ly92T+aZed!4yGT?3mMw8(M` z+C(A3!FiCpT3h+r($Bj>e`i&&){)mt>2`(t85|paNW9)st%-RcPo5T$FrifHK1izX zwTb*4;$+)W;)(^++&;r8h&#ho?9%&CUoWh$QTelFHp&Sd23>{%9xy!c~NlaRN4#pEl1kbEs}LUIoQ5cRwGyOz3pRrB?N|tZ-Cup%{40W&=be z^=5oT)ZFuE4*iy`y!LbWrmgjct>3UQ{*$lmZ%Gm_c(Th4(h_Qr=I(>Q5)Z)Z)3in* zZTk9ZV@S5g7W#wvu)xLk*T$hM2Kx4XxX8MbI_=t{{pbU-WzY{T&h?)u^G|6=JU>u~ zh|~C{+xZA)%*Q~Wbo_$9r_`AanN*Z!3pIn#ZwRh(J{o^}tK&G9JdpZ_QTWrFG9un5 zt+QM>cg5X-078MrUteDX7I$uA=i0kJu3h^u_NHMMxLkyKh)RM-B+Q!2M-_+%Cqrc? z-Xn-*H00CkP^c`q^=%-qDF2Ki?gj0{-~H@t-3g%>+d{AZ^4XdQozs(7aSoB^8;Ii9 zo_#wWYv{kye!4T+etPfR9ZMCV9faPLu(n0h5k6+U(czOMOT2o?F>gQ^yZ8^2VJ$5oCJ z8wk1zq=39Qn%BTlG=BTC3Fvek=XAA$Xs&|)Lhpw{D7wCiPXNFFS+Jt)*@n+Cjv-{L zzl_=L#akc2k5(aBzjbN*sWff4o&l*Ea4QhPgYe!qI^!xmB#y$O13@uKb?_-&CL(rY zT$dQf)|wi)S3s_{4u+EVnOaMv<6rwtg@bbqJahdg-F#*=mqI1Lv+DPfM-QJiahjJIYbhHJlK*wGjKSAEo{hW`IjS|1X~A`+vEd z%v}QY$s;NwpB(M(V--(*e&b1GmXah31{HJeepF5SwtYcFa#oN4hgsO}RxwB?C|nEF zZsg_4LUcvbJ0vf%bb7l}51T@@v5U>=UY(}heNw57ipL6NRC+1&qlSZxE@@cuTF+y?I zaL)X^@)u*$gl;NTdIbeu9Somo;=QzfY))8KO>yEnXRG@HlWSw1^9n8;f_X8R0Cb~^?c5d}V$yKRN&|8WDKF7b9lcpI(5M@ey_B0T z5XNcl6ywNg(j={l{m$wnQLhMm+xN#~%+18eCU$rOtHFHiH%0|d<;1g%PRhk@4vxtS+jsZ)VHpY^yK1-O* z&OckB|NK@REsq(hCBhPOEopTt1_PgZLveengT^h+dF6D7qI%g%BKDo?(9js2{pIcckB65+ypI)~ z6C*Z_7y-;nyx~p5Wg2anEtX)vNK_$Hj3%DZ*pGcW0FN!8^;JPOo;X=N*_ZCvgS83Q z2B{#*QJ8V*Cs7((k zG_Df06Q{nZE9 z(_Aa9@OPHGK`W^^V4ev*grh}9HE=zT^#s|?vuj)IQ6>&syeCslJV^d#r|tpEVC*A? zxRN{h^a~z%t6N6{2Q{ot>bVMyB9n=B`}JfYnJy8&Bt(U9n5BkF>cWExf=akeI%P4uSUmau4XFUu&vz+x&5XPh)0*d`QU>! zuM${qFWi6q6@b6*^@IrZGkNaohjTpMo ziPutse;wAjmU>F>Q_3qipr|71vS+N5A9|{KVw6s<-R@n^Za0`U;R=Q4r@#3bTwR>al$Fh3q)zEIi{JgSZ%<^B zSw^m^Ct*UaY6E7a6#fXLa~{TAgOiiF7Z$RDiY053-%F#kGL*i$Y&nR;P~P02#25UL zMGsY<@$^-o<#~#pn*R)KSHMaW(dFJS?I<5XxIt8QowIC>#(bKdEm;(psFkQZr_|jT zFVe^#EH*xG;QHu@KWdu+Q~S_A!*xEf2jymA1kJ&9*{0B#DZcL_x8V^F0VHq){w9Ie zPGvQTGQrzqS(;*PPuiY8cvSyhY3^+#Kq@Ti6goq>K48`A=va>8uX!h07#hcTy3G^n zuRHl!$IeXWQ&7BjvZc;wscR!S`F`=$R;Q?(#XrS4p>Z2+`-@PHi-(Oe%{20 zFn{Ka?p|*Q&A_@zN_`v)d-fXDAhvgWCv%#p!LV;^vvIj`AhsxF_KQ&}ivjr5GBay= zbx-`@g4lA9`%i7Sl9>5z@^xk5CYc_s6Aj(rS~bSO-8~-NvTRQ>^NM_CM4RDnCCVY2 zsC!mL>@&VPRc+qJb7HU>%{J60SRh;VOYwsd&=(FpVmo48z)9P3{AsHJ?*|$j|J}MF z7IAt{pi!O*Qt&JAbN9jigIOL-$W8D?i@U^cgDRdMPH}c^AKMIR#~R;w?*6zDta8{> zr`g{CQT55S(-=P8fC;@)h3zk{I*0H}H=hnvkg$Wh=Z;btbo5)AEF3xbxXu&6PnF^!yXPds@pV(JU-gD;3x-lox z=L@;{HD*)SiyY*t7MZd@dIfL*o@ow&E^=lNT+(G%aej@GaYR3BdW3XzgJmcD2_eM`wA@GS z{^OHQdG2eXSBf)^d6qhUl|O{m%w(#pL*>+SZWp<(BUq!}P0U4m>6L|43&0)nqIJvl zTxDu{=-4Xqwim7KbTsokv-pJ9G$H|_x5(?mcEw4*$ms1QP~csTzc|d;pu%jaQ0HWm z9yxk`h|Do*k2tRK*&mc)WoM`G9H5td$!eFR_E=-Utsxa`1(((=>e&}j?1B9n$!uFn zPxX^}-2L);S9$j!#WxyL^8>ulra)O)Ra~|1%l?~V_|}QI`;&R(5vm0=-?1XpV2C=X zJ+ffV4}X8)6$uI5$_`hY#~4aQe4Dy5*;IEW$q+7Pl|1Xa^o=qmnRNR(V;(jznX4N< ztU7Oj?{;{#qP3KJvY4GOz@9y%8OA+Cmb@^LF38P2`t~7JY^i)k7jB*9%CpR(1dFwW zHJEYtWsM9l#J%+Ni!8`vF|U5nq>J|Kk1h^GWOffTT>|QB$T3kgW;WvxOyhIr0Iqk; z+DzuNTe-Qxa;w&>HqotfY2Q070o0BDFn1m&@xF?^@1@4kTAqef4R}E1%xW#GG{j4ZDT+_Xo(3%_ZydlaMM!3LVGbMUB2 z(9+KGt#i1ezXh>;cT2mXT_a(>#HXgxK`&MN8|7us`nT|^r#7-5cEY3vuGW@xEJf{`CzcwCx=-|)$pA^rjrFRN=8hlS99N?yX!%d+ z{~R5Nx3?;t0%>ds<@FU4i5^z5WN>@QQEB}}1Wyacy2X~G)hWgnInPloWbP9!9`cfc zLAHo`<1ek6%O`a;R*L@d)gr2R2Rw_NRk0~c+XZ{S+|#UCyai>7*!n|wi7MX$LM!xb zE-llDp;(PhDXlBqu=$qC{Hxq`>k2Ilg&mKU+jU1dM{=Ym(K>fG;`#s4N_e^MXad{IH!3(^FW6xEib2D>8L`iCZ-O~gY00tP=^4C zGp3Ys!l_sfvi&AWvv$(ieA1mdk=M}2*3HVXUYvT9A326G*?^ok@HSu!llq*iNYa@y zb~SYu%*~@2Ms*ariV9UN@;gQUWCIlP8oi$*+xfgbAQ6ev`vdRu2nxc<>Owi6ydITF z$D{@J;TH8Mxx;+P+W5Yuq2tY=P!cnRKg_H?gAv)yxPU+oDYKrc?|$Lt9r< zQZ)*Oq)g>z=Pq=wnKC`Hsq041@4r*}L^fFt9|p7m>4!%xkF-n`w?#sooxI`ekJ(|J z`6Iq5J%2k-HO%CI|LfG;{O)In{)V7?_U+)oL*Hr;Q?9jG9j2 zsU=gkkGKMKEj4PVnY#bnM#hf7-X=64>sZG+tDK`WjoC3N03UiLD=DsShF(7iyHVaS z4Nakq%V)JNFWfIdnix)Vz3s>{;I$a7_4PVVA3J`*#3*}5q44+B#=v8!N31*49Yp12 zxGaCCC~}|r3Y;o%;L+vf6cwyoYG6f{P}z3cQT~JS?$Ult;!r`v!m6B&IZU3?E7eNR z76!8Sx2V;JQS~wCkm3(i_Bd`>cMZ0TyzKv&7OHc0wLT^5O9`Q~!ZYb3-v>ip{L`*0 zG`fh6MAz{95pf&En>j0rEevUM0zxftz`#BJ^B6t0JlXJGm0jA1a=gGj$rq z{$RUe*Z~iChrb)1=NbenR-@E*QavrbJ)?Q41idDvjC;B?*U%q)c_8(}aI!<Q^bIGijqc-|m~6w2jQ- zunzzu*Wu-dm$S$ab#H)WtTOy9^e?~l)#rj((X57_^%?0WIv6BxHXHeT?!%E}Zu8O{XpS}@Yejev3{{Kw+(I3<+apUGIIB&jIED;}? z!mE%$dVdwrf`CWbH$IkRw&`t*8+NgOje~WGHJ}FJV)f9amqPHV1jFn2e}G#q08H4|_-wxmwk0r$m=XfeEYmUkS! zbI~3rjQ{mt+3tTTpphbs`%le;4iGXn`cjvD;FOf!fksrj=DYXPJ;eUV5~UXDjk%&s z$`rw1TiKkcI!4)?$r*jwtNMWs<6Lwc(vj0^h;M^3@NJX%;&1X*T1q{9s9E65s+rNr zCsRseR?Fgs@8l}f4Ll6S$CG|C$Yo5@A%-!YdXZPo~>b2z3NEWsY@@HpSuSecLT5_I1sOp|CK zE%Gp}MzG7xIbISN`xwH4(wr%fjh%4%@J9Omgt$b-6?d!U0m8HfF(M`5oSZb#eyZI2 zP&fv|n8=4L^Z+2}AMubLSoaz#)DU85fE&8?14Ds}4$kbwtt9Z(w>Ok&hAt-^NTwX_ z(54O4A4gi46=W8xO`iIMx*Qt3?@h8p{PFR8%{h{`D>5i#it0Sjjj=-1*EiA!6N~ty zEqS3u8tj#a>hzqqJS$R zrHyiVyzhlNa*AGPWdNHfE4>AshIyl_4-azO`k9#ooh$lXoeMG%S@dRtct$^t*ulFi z*QsaEUY!f7&kk#pm^E6AM#y#_*a^9zL}QVKDM+Yt5)$^FtSPshi;;0ABfQB=<>5^t z9wAILdh4*TV0e4dFeM@uQ&}>*_r1|jE-gdHVF;5po1uY)=n^5U2hm88oM0H*>O5qt z8{OEn79>g=w@B^+fv>S8QVnFH$GY~n`yWS_p9P;xj(GQ>iVRMyb`KBEno35;NJ-WL zb1(*XVEY*P6J(_IAikUSfnC!%Ns+8*uGZ`y{LAU{wI}B_R{CWWxjN8E40c#%2>(Rf zAlDx!>d@erV^9Lqn$_6r{DCjBv$VBx&&i(`yXPc04&5F|v&pxW9ULQ!HMi6+WHRF% z)TbV_I*nlF6%n6*%P3_~5D;+VSG&Sk&qS(njseIrSF|XQs7KJC$tZaAThIx;-0|yL z(n_r=ay{;2R2Jlk7mSoNyGzxxX{ZiuvFvj^Hj_}lP|!tzEC4@S+uv8?lnw1tcR0+% zD6z6=k$4*CliDhdl@~r(UAafS3L|bRS2(ThfvgNNCMJIVnrHOg$Vl!#Bjo$jnrd5J zxwA#PvNGX%ZjO2P3-1P)M}}t9_903v)MxDrqep$CWvya?r2*vh-RTpn$2ozKBE@0V zX`>`nRO)Z^oxiX8X5tlL^UZ2U>yI@zqBFhUhxh)Y6o)y|I)}TYp)u!NU0q4(50;ZA zeIQNfjik(p)u>Fjq|pJ!nfG!#wDF(6-hwHnS?<|{L~cQ=%Yr~Ccm<;YiLkKD&T>Ob z*`tS*={muYa`;G#&oGg6rJo1Zk)zC-_LpvyV|T7? zmy$Ou0AJzj+rp=gO7To7&yE-##vaVhv4t6Zm7(P-Fy13MkcjfxTgdwa%SL@Ea)BI( zo*OkCK~_|FZml{+55bM_z4xAt&I)L8<#@_f*kO{;c38WO$h3?aCRsJo7*f!N8}AW` zwZ$Mlj7g#XcYW{cP9Iga*Qfi=ow1D>pYh)8X6C65PeIz<)>%>ndr7Y7*l*jP!C)QQ zI!y!H>UK}23e8MIc zKAsJgOx=YI?$s6CP(h+!xi>~jswY--#od2#3HckCzhCCAsRtjz$Ml{vCsv}b!aK-z@>h+4ArFzKTkSX1OW{FGJ2aiBSoN0Een(r}J^}c$A2G@QwLtM7bIRxVfLr%Vv=`0V zjB>cZcPy-ja(BiYq*^3pOrjDP^FgoQOlKZi*x(V@b^nB z<2?QNW5czsM17IEx7SkC-nZcH(%T$`;oP5+f>*Tm-dsq~U$YK{;r~pM_#AIer<(?RM=TG0SmZ?+wvgEvn0(lr~*MYH&bT~?#+x3MsF zaXrt=m?|0*jsc?y+-)mByC$eoGOy z)q-_1Yb&m(z9Zxcs*N_UY9rKfg*fJQ*Vux2u$>Q(=!VAzcyD?#D@S}wOf?+C1EOq; zRc$RltwCrm?63YnMB&A=&uL9&E;2U3NXei!jdaGg7pcnR&?KufxIAW%%5xrSfE=YD z^WZ{;FK<`va~Hj>ynWg1BaSgwc}`KCo{fQR_$S*hbX9tS6Li#8aU$kXeXc8$FKF{C z>eOruQkU=GUns7H@casN*h!~~hSLDo2kD!D6Ov&xpPNTUBZe{6M%3`Ju;8<=`pAwH zFe64q3ZdH{g^p&nQAwaG&nwMYpQZOwFBodRCkt*T&fT~K;0bA<)HoOGB9c?NFK80W|>jnZdm#kR8;`fy&aT^ z%eM@*<@yX)Ocn-za`U8|p%dhvYA>7>7vc4z8v70!2P4IELb=o-*w?@k?N+NyMSc68 zR)7MPUty>KyD-b^!28Hs-ZA$ddg+SAo2bV!DugS{zD#oK%(gZ?&JNS5EbGBe*T;|v zSl4k-b*<|Z@Q5GCFFn*`*&fGCURf)jYHA07LskE{tXtRhxwsxTdPAA@1ZO}l6#FMK z!~SS$p|NbnGzz|tj{uuM@Gzf5_7?M_lAjEWhn~m_l@Jz&%RCbwvq5C6UuVf6uZeAE zRMJ`#OPZ;}TvQ@oxlu)ZIYW|#r3BDyLq55@sJA1Ni|FuKi>>w8K8nmL<`m1vi&L|c z6Gi)aZ(a7jcbB4_Ukx{BOEE41E>G#YM6lX-cAe!z&f(G%KX{E?!Bp%fM`w#0u261 z(fWQ2)> z{55qFUTCGnIe1!QX(QEDRGQY#(b+$#hGk}U1g9S65WAp$+0B0I$t(koK83R?6n*)n z!r|1PeMu;^ROWauQSTdi_o3~bz69^0{H+)H@Cr2r8@}8ulgh~%gOk>CH5vN>`Wn`; zyt2%A>LpjW9yy(#p!P@ly-89*bdu$egr4hw&Cn$s v1H3S$N&o7m7^%T4EfwdB|NqkX-hst=saF`;{wmS$0&ZC;Mag1`Hy{2Vm$1_n literal 0 HcmV?d00001 diff --git a/articles/ai-studio/media/how-to/secure-playground-on-your-data/private-endpoints.png b/articles/ai-studio/media/how-to/secure-playground-on-your-data/private-endpoints.png new file mode 100644 index 0000000000000000000000000000000000000000..80a89edfca0a3a5160d1d91717bb625bf588cb31 GIT binary patch literal 84583 zcmeFYWl&t*(lAOONFcbohXi+*;1V>rXBgbwB|vb8KyVTg+&y@3hY)0N2<|q(pu;yr z&UxN@zp7iO>Yjh^rr5Lhl3u;Kd-dww-77*>Sr#3Y1QiYr4qaYO>NOnP<1jclcw-bK zSjon4{Tl3Nz*|Gd^)?LEl7Huj#!Dy4xwR1_@Q4V{cN^S-zI?gG*xzbmc0RucjfLLCrT5rbwC*hc52G z`#vf;)nj58X1sxed-TpqQc_i3Qu6PlU{lHTOAwLkdP&w}te!`Mk0=z*Z(11ih7jM0 zxlHFVT3*@r;^2Wic*UV2BQF}SXOq&%R(Rf=-ox@-!ItMI_i-tapd zxk3v@w4?8GO9#rmc_ROXNW7``b8OlC$DsEP8R(2L?Pb+s$8c|d#VP{iw!PinUe?Y+AL})BsT^$A4*gQNu zSUtE{9h@!LI0OU)*w{JQI5}BhEm&N<>|Ft#EcPz64i@~f9>I- z0b8qVugzQ>+?;`C((Y#VuC)IIVG8_Le@8cG+h5Z$1+tmhn%Tjcy1+)|_#Z>c$}6e< ztH%QgEUfGtfAxY9`+u}_wKD%VvHk~c4>iB0^G`%z-Twvmf3*HP_g{@+t(24mr5u26 z59rBDiO@WZFKFrjv@#X^^~i3{YYG7JnXmx(Ow3uh%}u#k1h`FjSh&qN_{?}XIoQoP zIsXAl-rmI(U=K8V00jfiY6XJ>0B{1i0UUfRrhM!`7H(cM7%(6&59|iu;pXMx=K=7W z{{w`IvlUD#0k;3d>H(A~43q%B83&Nl6u@H2X~M_C&CS8V!f$TI#R6dG;^77Gvzzep z@&5v43KW!aaJB=$*lA@4urOnDw72+G@j!4vaaDN{8ctUBf0wA*0$j~u9bjv~%HGt$ z!{y&q8di2@>aKtXdUEh_vh%ZZ^YHR<^YQa=asRuKmYK5)Oco!Ya<{YK(}F@mt^ zz(@;tkW?6eUp-*65tMW`1GqXkYdARAiqJeDMfK40U)4&m1!W3w1xNv0&0s*;Ik^Sd z`2;yQH8{8gIe1~uEbOq7f3$ZnwKDhm|7!iPe5izfGhNQg1vb9ducF^;O5M!q_uKDR zTdQA-iHhpivJeCSe^0>$;BIF63r`rV-&H_MfW3toOn>|l*uUjg{}*B4G&AGl00PV( zSO$|Ppa2hxfQcDQ7);Dz(qJyY1qA*-pu0GjyLtee&BQHWbcE3gCZNA)MfLm-t6uz1 zY&p@J!p)-vlV9hf6+tuSA&137+AmGWiZtR(}ZmQQiXr$ z^`LbAi`O4M{1-=nf&Sk?{v-PSFS-7gT>lXT{-ehKD_#FfuK$Pv|54-rm9GEa$c6gv zk0~>Im<8kk`&81`#~FluW+9opl9htHfB5^@T95=QdEzLi>jDQyK>zUnNd7h5F{}{T zRbELNc^mmDHWo6n2L;SyKm{i+C9dH)x4-CPFlh#boP5YN!P8->BcW|n?S1o1YtPf; z?Ir#0<~HLtRM>TSARS;&;VxO06UI_Ef?yYDCvQDtZ`~ZxC|FNok79R6)L>|(>B#dO zpgLrwB!`Q?1qEU}wNO3gKH3uXWCn{EfFL)G<;3Z6AUD5x0Wu6^nm^ZS(j3#{zb|dC z2B@+BT$K6i@!@|iOm$~Dsoz(3*b4!=zkR#jli~bnegaUyi1^d|lAS*6Pje~X)I`a@ z;6)Yx0e-r8;8WGnjLzlHalv^)f6w=@7rX-kMkcW?!y@T@<~wL&CflE$+G07B0;aPq z5uKgz=a2u6C@-2rMsk}ZJ5%q*baR1U%=Z`Fu^q=3jAezweY7Q*rwwc>@Za-lC@F7m zwXWUTksOsJnJ$}f-n!+GZ%ywBot`9#(X354q-C7*z@e?$n~w%8uD@{k873=ov(Ojz z*v(cDj$Dx4Y?nJFFAp9I8(=#v@;*7|Clu7aveIC&YcLktxtKDHFs(tTuKfG+}U2sLPC0`$|Pw_F@&OheeVV;5%&^AksupK?z# zx0a9>{j;`~0;Zc^eLjDmQ@pCu9H)M*s4|$t_2ce3mZhoTR9*9S(D_|l&aGN-6~P}q zEl=$Zd_r{M^TDA!%z5~|AoMpJI8ooyx$eglnP0VUjy(i9aycObdtkmGUv#92>&&6wS zr4GlH0-*=Qj`MYJrOSq+YhrC3T!{>a^?N9%4k|xE$)qlF&1h8I*hJvq;HR(@Uce8;gyK)tj*C77BvX<(|9}Z)l`A&^)PV{l- zqgp&(`*Y(+y=}nHFb<2Tcfr9%1T0$g*+i$nryj47KEEtZgn^vScuH~;8v|o8#NY;5 ztUWoNwQO1VP$%jSD&OekFo=T$oo^=v2AN8B>EvkwwwG5=gKqD(&m{w(-1RqzWuMhG zHGB3dS_j{L4IDA@uspCtu#qK&Ejcv`UB7rp-?9RPm3+Xrw%KA*U1`Hs=$ITod24r} zxtZC)j^n%}_mnKJk0(#@&sxr8y`C71=DV55bGaee+q9k0A7wyRF%gVgSN<5_168qn zYhjoJR)Y;$T{~&c5X#6n#sOwC_Syw2TgU8^cULgW?ker4HW^FqG+4;pU6PK~o8{bY zwNwawd4)WvqUn_%e!zT}{XVX($Vu_4h|%bzc+Aja!46ae`7`PM9!dc`7{y_j55m^= zkHgv4mqXdCS~&vuZn%iX+Bjzh=X&D6Yu6$!oB~mcvFwdH?GGH63}RLn;h$dKU(Cej zoJ?-DL1B;G5Y*h25`{7NIn_I<>UgRxCrCRq#A0q1CWEQY%Q0JS%hclJS7nVQ77B|9 zBJiHM%jh#LGDwJS7hT`;fLS_x^`i-Yr6SfHBdqJ^(4(1_ow2ihFJuoXsltD2qm!$D zYf`p}1)4wW0{g$MVgJhtJb(TB#&e-GIpE`jUKAXy+4Aq#&Z$<>RL)wlb2Vkjrtu&D z$ZEgWYiBuD(t6F4aym^hb9*+2RZH#DfmFqE2@p+kBU*SHS5RAAc}KqEZ+cz|(}%5d zYQ%0_(XVH>c=F6aN&!3X9x)GVok{-^#qNgZ0(2k9B?}+z@1=pAq0%KaE0}2gm)$ar znB5>TZ`MYii>kc?CnDcc2fwS055BN}@1)OM{()IQL(MB?L+F*~MQ{LkyaTw4 z{hH-@Y-2kIZg|XDf$^tG1?q(9gseO2Ss`u@)nB->V!{-y*|c!#!ZS-f#bMHKV@lOy^NrR4=ftB5rHI!0(9k+suo- z7o{$a^z~&?@?_I-ZP~!E_^;2=^vw`9w3F4p0yrYND89KCfHV7rZm>lJiC+yM8u{eK zluEC0KwOgN$GliB^yHIv5wmDhb;lsf`4>LRub{;*rm7-$!@Lxbt_V582>IVoxFEyP z52e)2lwSEX4zBfFG4hMI5b^`6HD2kF&3m|u^U zA$e7%s?Xv;cQltvh3JaT4>z81p)T z;kO=b{KS)Oxct^+*{bFx)UCSidlls_<7u`pZG9A`whCHqrHn%_mfBLQsy+`qZ_{a| zLjmuHq~3mHx04ydL0hu(JbR`nDU-dh&nl4{;%cje3 z6!he?jL9xi?>#3FuC&q14Tmpznyj?^VysByuB=~qdW)McZI~{a zBx2STH`#}oS&8K3LW|5?En`kdS7QInnjY~^_l``EsxowFEvMn(Grg&%YXWg$aaw0L*x?@P>JA(mucB!4; zWZ7~OjOQC17zCe%B2z|hc46KZw@du8-7Nw@^j7!h;D3jr%K&k$0HD(%UQul#=93tJE^Iuq|_aY4slv%jqRZPSp0S}LEeX$3snMXJIh%ISE zUA5uUQ7LvCwkg*Th8KR%)@Yi)RkfDNrzv@tlQV*K1p`DRwd3e6OjB4=X0}&KWPyj5+5`#EZLHUz5%Zn+c8)Cy_E^3CAhmcQ8KH=NnHcCg90_z49Yjd=XXR{HZ&`a&P{<^tTcZ>7WQFj}Rke3Fo_e~&tkq=W= zYbfA~w0PZ1OB|bJB@^qT_5_aN!>lV>5iHE2HwIelD*^ zn$q8-@!_vcvaE|>$KKQqjuCLVx+3*dw8w6on57~Z2o;~|Ue1`HmIOt-nw8s)-`z7> ziG>74-4oY%O+4duSkeH_6B_#uA*YMI(0}+idyz-Joa5w=|b!XSlxS zgcK&thb6v2?On$Fmh){Mn0hhin!6Zw=#v#vz9SjRu=M8Y9rW=Hfx)w7Q)YG`Rr3~#c!f>=g8 zQ&RmziX7&tU2%4nBBah0OA$_bz--s9}mK-$-h4O&QwK`Q>WwMJ*^twMy5;(B|vAq~nQx z!5bw=V~y}3TR$(agQMBg+tt*YJtC5OibJD-yzCsky>`#1#1V~JpYoAQYLx0}W%YUV z0>v_lnYz^)S9h zz|T3fHfhbaR)a_*Y^-m3D-{hcM&}KFi@#T(8zp-@O?JA#MPG8-KZ2ylafVswWf;ow zWNKpAI*Mo@73Cw{hn8w@8tj~x8n_WDk^82rNi~%oJ1;Ej6)b6>Wnm0fH?`<(~|1F8Ik}(@AYw%OOO+R?dk$2I#(cRO=_d$6@Z& z{LfuXJ9gmKSSL<<>g}LHBxr;hut;_*xke=BLy(kn)37^K{O$mKW`oQA^E`L`>*jH0B#vJzCD}3Ao)cFmB5&5}oUkTOXi_Jn%BLXQ8p5 z>``F8#>I0a_Ly-$xP;yu?aYEPV5=78?YQN7^AV#Zs5}b_|I23Wr{D5toE@rYS=IHO zYn5{we8pCGbykfbifa{sFpm2=Jo^|PAK6)#(+@SR=gk;QQK4fda4-@{dh)A2mf{4? zBjHG9FrGb=ka)}aaacwdpXio#k;NSYwb);63^$i?FvF;(;1duPyoh%A*hyXcJ}SV) zKS9yQ3P)dtg~8uj7K*xh$D(p(%JFk}4D< z*7*=)Tc!3%b+v~o|NP4i3tp5gsr&Cupyc*uI3#Xv_Bdvk$+WQmknYwnXB~B^CO;rPgK!@%1cjYqSGDwteX1C5pZvvk9kw4|V=c zgl{WF59_p0bw22RkFKWKp**-IFs=%vFNtE^$wIuZ6eLar%NvbkXBV}24Pw_y;HaAPAuUBTEox=iQ1_f_^%uIKwEZTA z*i`Vy&bt`XEBzYw>)8PXiqYYN4Z9gCq-z<(N7ANxB%ba2vx=L6uWn+;Mh1H98^EUy z#xx>#=szZwS2mX0x&xqKbV|SXCGAqbO|1bkLD&9sjcWSySd3Hu$TSG>P=8)p9>Y)P z7Tu-cs9@IsOkj8iN@hv8Qv0dwommUK10&-#8>Jr}Y+TbP z$d?y5&n^)KdqKTXhxSLo$|*px_`W&mwX_R&x5S>aZpAV9u8=Wn894HJge%{@hK%Xn*qfWiG>Y|@b0?{)r;(< z33;OufF!>68Y@G*GjDnb&xZ)*P>|+H!Cp1l(ist+@9A)l;}GduGgYJyq!eKvI9CIu zW#`>>mD!`?!dK0ta?X#%q!vV8Ug)I+m;}#klc2pKT@5w)^7dA9zMm$1dt2{wa8s=5 zkHR;FI$hBNHqXnm-U_93butjD%dtOEiCz!ty?IAp?L9&l?eEU4P604?pQjJcg&rjl zJ(?%w(n-}X$p-2U`#KBMznU?IxltP%1za)FHy{C?8TvkFE7KGro_mmhk3N>qg{o`n zh-!a-PjXhUz5;gKBF2<6O@5Ze+#JgpJMxEEXBf(6s4xvJ_`Lfd3Jsz(0!3`H9ywhs z2#B%@$eiShd`Y9-@m>s30y5T^$BQxsH=ZA~xDdFkEgJWr)3w!N?ZH-0T{B@txlbfV z@5dV^GlUyq!Rjj^BTH{=&N8#Q}6Ku3o|# zSIsrr+-M+9qm?9*i)>j%&DedmE;G5q*V?1Zw=mO$Ju&mk`OKc5vo8CSp&wPEiSIUI z##5J2X?8mT-z~#!+<3${^eIbg(s4bT6drO6;0}EcZ(9)uSg~+Qg^xU;tP2zvpW2Y= zlj#(5?q5XM9N^$VL*coUw71F4jg+tHvho8qk=2J01`orO_yFh>@nSM=3d+YkBM1KbB(b(u6!h!7joO}UT6ffrz!fL^bo!a zG0bPO{^ecj*F4~3W3`@kYFKm^Vrx0h;BAiOB^Ri@&fzt>zC;T`5KQ3xLU@poM&5Lj z!rH<;)1Pp}=w-4-0dwCqy)D@exfb~Uzxv2y6i+MJ))a7h!(V^8-jfh zox|#zy#3NHFgqQ60&o&1qIWo%V%LlcNAh{(LnTVxOa)J)Pd7 zJsqJj#rHRYw?QbR>``?Yufv-^5hK2f23}2@(Jc`we`I0}H2lmy<`cHifW!8qb1?=S zmp!mR9YZGw57epl6Do>3XJG!Aczdun;OimMNT2nDk~3;!emX(Nr)oERr__)a1Ner% zUWM6IkLk(&YcN*V-8d24?P_>Q(s2}BZKzI*-sAqVtrA|9Psw5kyj@<$JLy{tYo!04gWq*j%E$3o)yOUU z2tk2=t1uvB3FhJb@|4&4bXXvJp*GC#0@s=&foWjC_Z0Fd&~K-t`*&!h->gV83FgGX z$i6v-O9=>2+CB%xLnoFVBfAzuWFZL0m1E?v(P4yD<2_k>%rEJXWS3LglIxbQ67du`FHMCnH9(wnqi>Tm;$!D_;!%M}y&W|{H(j(HS8DloZ|MMJJW) zI@~G?M>JbfqNluG{XHkGWGm6pm>-@ZxoVwe5`)*r>HHz~%I5`%Ft% z;#z?xuVCgUY`&6>U+BSZdg3KwgKgVl3|@oPAJz&+Ijgm`{ij|AZ7<7;ncoDu#`;6( zJ=~&b+aL?xaW@x}#Mv`n!>Ui!hrPCW{eOU;)usRTT!zarS)H$Ay)C=NQ)l+M+HIbQ zZrvlu-VNCEN(LVkaS1nCvC%L4kAX3lN8dUssr+I!>}I8OFrTX`scNBxaTG&c$Ypcy z7Cv=fTlY2kbg<^3Q(m9S3y!~Gw;wWd4VoQdDBInUKU;T*eOVlQ^#0%u+#PYFiP&}H$FcdCgv-| zA!2WvS0XUnJB#ae(c1Nae_iXxGi5qEi?R`+iPX#Dy1=!G%K9_=WuFVquiAf5Z(OKz z*h4Mf`JTND?e5Pw@o@6n!Wa?U8ZXqp^pl{Zz_=0LGn7liw`o{%^|@apV9?W>Qf3Of zIomwW;me(j`9n7Y>jO3!dMNoEF1D{-Ok=+N8KB1T?Yz}IHX;RTnLE%J@;Daifq33VZnU(Po6}R zUxp>@wt_n`SgIoyyqKe8x*C~2zoU^*v(Gmq`>3^U(X5a8-INnr}-xCJJGl#@=cqP?dY$k)vC+n#pOg*hqR* zQX62sag4IX-Pm1@cPW6}sOQjVbUR-V*vYA>M%49ddny z<81K0hf~}7+Ed^zBikP;9c7RfeIyi~Fa<98d4p!i7s}q%M&MTYl*#Fw3yiaHYWI*=h4AelF{*c=fP=DRIgMf^Of=vn9xtQM}A}M|u-j6T-E88GJ%k}!( zBjsqyikIP+O;aVwWH<>-q1jr`{>bxc7wcgEC-NSK%R9054b>i9GK}z+*&Jh$ON1tm zok9W_*Ahy!3X0TsJRys)08t!2cr3tKkVPpFD}hNlgCR`x`joDSGN7yY9hUvmV}v*D zcif*rvzKc`2%$qf;u`e{7CB6S%gCbCNfp?X)`eYLZtTnbE&+%V-Ljc*%1lpboDr=j ztjsLN1TLpiXiJIhj_E?-ypcR;rWTTo?F4?fQk#)_xvxq+YYH%`E1p`9ta9E!UGla$ zm#*-bueT!;^Cx?o#GqVhHblS^`dgt+mMA4j`m`0(ZOT4^Sq%Ckt)Vvj7k-*+i0|#z zXSYgIv-LY7@kev|Br#lc4xVYhH5>ZDE<@DFa?3kiZs;<;J2EiPVa}BI>H}-0pj+e> zc*~_BpZhm#IfOY^z1fI~t>dHbj?jUhmNL|Q8SEh%?c6a$hjkMQbKS}NNK~oRW3By; zpsHzYhU!x;4`RvG`%cHE#(IaR#1ajVhRXSx#b&Z?5hq0TMYlsm;3_I8TQsg_^@S2= zQa;P8SD!tOmKN^6A;4u0h<438+y}~1-nHB5IVdY*n3?fDQ}oPKFHk;Nbue1dRuLN+ z;ae`1`MshNyz6%QKP?#w)qK8`YQ4eG&dl?>agQOyGU@Cl*qjnd-e)JZsCXAqt|mQ} zRw?=+6fDQ2Md1;{n?8nBAAezV?n!%dL!YWu`X)r%q_8QIT0_jynUBdMU3flNY#yer z+(@kEB&(`~@ksU8+?LzyguJ(sR78KmTu#yCLa`GCDmAVHCizMk<$r9%aPDFlFT|k- zUMtgZ+4puJwDRmd@i)~trcm?ScknQkEC3hus6L5~^?WnHfcyF-nKb{LTZ*zU54$2+=jx97~0f!@}L&ob3J zpN)#{r_uC+^i%n&HYJ){hu&iG-!9b*`z#;MQrybjnNhL|DLTqoa+T+jE;flrTt{6U<0r|WDvrk#8XnR^Yry_aY_K+d{6JQEPD^Bc1h+kOZ5ekIbjbT;XWF{a$5$D8@{ z`wGd+uw|bVFS9P)s?K$~4*%#W?n0&f9ni88_n+T#y><~QlaDGIB)C{zR3jngC_bERYYRlR)wFn z9SIkBCw$tE^)H<;=9Hbn ze67?vFX<0<=qspC!bm6)m%KBWlNlWrBI`vt$|)ch7!mae1Il!x^kpEE&Kd7|x?GaS z5>qxAm682q#|W5EE3Rx<=-?wi!RDD~^f$AbuoH6W)5H(`kxZ+1o?YHcbY-pBHs7{* zlH9R!IrzrWx53Y65kb^<4iNpdivy}6+sd2mZ0o;^5yr6!=woVb<;|JdPbF~*qdjc! zVcWi&oAl9OeWWescyHL0nzQ`DFyJd*)mM$90PKVzjS>~68j<-VABl3cX(g%AC=M?n z#E_fk&lmcT2YM7apC!#BofAE?{kYO9^%V8Wi?e27N*OU^=Uu^5DnN2s$LG(4N1xv~ z4I@scbtwXciM4l<9_bN$F5w_>J1TO!9x>}b!*Y6iKG8ZgU;Gdss7$aq_h$1;mnC@9 z#PFI@=!XPiX%_qAiCeM|2`Q=cNh4~kgrQ`B1PK>S2>a*}gif(Bl~=$#I^ z=R@=r!^w{aM?TSX4_|g5^}`~YsNa-fzG3#B?_zKtGjH7nqFXECz!bUH9Pa)E7mP<^ z11LDJrz>4`a=e!@@n;95NNMGCHWW9tD0I4NsqZp37H2VC^xCvb69)tKkz4O)boOzJ7n0TA~JR(i6hUu-6|3hvL?PiPw090>B#T1t~E=AnBw7$ z7j4w=3xsW(Xev(Lh~ZU*$mOigZ_l@Q7?=k?cY5*Rwe8{OklZXB-FyBJt74yUQHiS3 z;s$5OnpQc!XVSV`)orq`0$&T?HD}&xs73SR}8$`7mbfiB-B-(5tPdnKxuv0l1s)ehg5vwLa@+MPyQWqS_oyhnYN)-$O?<-^sYC1NmfL_`So`J~DHX)|+@H0-i+rnC{$xyV29uc@AN-Vg~FKA*LYtFFsR?C0>yCS&HlHCR_d< ztv5;5^w}g1UGg^;nhp1puWoudQgb;}U;6v!F+9N|y1@c|2BMS>T4+-uNqLn$S)jMV}v2Di=q&g=31- z2bZLjrP)$Cx&$sc?gv6?T?>HEy6FyYYzL7*ym@1Nl`Fhzv?#IJ!hZ`fWuHpMvN_9!h4}fcQElSR=wJAuQML%A zoHlS3%lbFYGnf(n9J8hNxUudd}`LwJU@_0t~^c2jK1uu ziA^jI4_8-ha34Fx)z}2R_EE(IsV% zahvC5XSl%AeW6lG)qL8yXQ!O0PZITPZt7y12np(pzJXw#SY;)Y1~%FD?L2S1f#uTN z6$J&>XaQ&20tFx*`PD`KmvQvbX*nVHV_M)2+4%uEPRDDp7+XT@M!n1<6X}Zl)>VGr z?RYJ_#FFWsl3`@9g4~w|`#lz|gn}1F?AI$9v6p&i8XyC#uWg7$t%RS-8>#Bnx(Z5$ zAkbFnmc3F<|AP?TJ(l)17k7U1uZK0CdOX>#Xj;#iqdoN@=hr)%3mcpHRprXJy zwgmM0*|8uesVnX+}wo`)c!A%;|Jp z-fU*Q7!M2UrK@5oyi)>kQbUr!r@E8~UaX}glKX1?qwvI4lWl=ouPF5ort$2SRoZC@ z<>N%sc!yElL`#XMSrePgNwkGm4*3a0uc(|(L{r8hseYhH4X+}AEF-s(>WvM|Q$Q5S z-wi%RD3THc(hG%b&yX=^3@b8mPZIUix#oD}SQdWlT_Ys-ZtI&S*VU?}>_jFVZNJAq z$YakX1f1_T;LTIj*XdX0-Eoisr5=SyzuXR)vSnfo^&>zcAp|XOl%jO*MoHEvl(nOG z`T!OhKA2cui(q9)bl8kqSz!%C+tta|8JhavMZ_Y$y1+O+s!5P0d!=YJFE&V7B@sWyR~zySLtawkt#3ox=YqnHPC=d-62(LT@?G) z{*%Jk*v}tHLIQ4HE!Jq;xDTtsL-FOu8WqiY^H%h}#=I)aTEijtsuK9oa$TuJqtmG4G$Leb44VBeOGur1WUYj!~w`wOp* z!o-PCJ8)0sbW(X0?}*LP|K5f!0-Iu*pr{qR0}J6K>5-LHvJ>%^K?|aj@%Y5jCKjah zUL`73y}-lE|GG4E;wXf+(tC<;iPQFW9z_GiS<3k!jbtx zX?pnL3r;YDxQ3QFLc3+B{cz+LQ{>D}yv;>< z!$MSAm6z=%M2rWARNx;OxnawzzI;^lSvCol!nRRypWeUn(w$|ut5#`rt+SIh(AWJS zcspG0?o_$*@yJGSPw@6WdCc1tv{=iHX;UQV4~2#OsTP4t^Cq(S;Y&bNhL`&q#1!QT z0yEFDdYIkJf}gY?AL)W|-JqoZVw>69?^I+UG&-sY@9(t>7_L;Oy_WFZD%mGS?9- zYYTC*GaW8ovPVI)F}cBi=Kg$BDI=|MYPC*F?O>c$K!=wno86M%pU~OX5FkQpQ_iND zD8BnFefeHujU8mvz#x<+pD~;|Z~E3`==w8QPrtfNTiq^0!)DwGa`V-m%(jFxy^1xJ z>yyrQojdkSe`-C^u+xYF_pBDZb`B|t%%#~eFA8tZ8@jmCednisG)@JwPa#sk!a*7v zq14=)=C=BxVNI4a@ut6=1$p7kEk$CUE)ug7dBNCGyLwLv5Y5o)QQ; zNz}lY%ykkhNXYWdohoed155c>i`?b98$tQvD*;#zrL9qIw&5c}im}hejnzOX)V2IJ zeWaqy+IhVYG#j&o3qhwD#bgHO#{*b$XVN=rEv7wLA{TPLUcTAiONmdv;VF2lF6$nj zP#?So#UdaN3xrP*ZA~o|k;bz(9L@wqlD1{u$a3-$RU4)5Mgk~^2VmI(DCYZPnK@|* ztv3j|%*OAfopc}BB;^!b42nSgzd;S0A*Km?b)MA+WyHgaE4CSV1F!n~zRkQV)GBEh zADbZP%{_5ovwPK}*UR4um9VSRkIqtRiEub=9#hDd@8BlA$ck|5Um!z!A>;QxzAMfNH zuhpnP$D^iaYfT@n8;m0ktSHPos+Wbl2)iatGgV4BWw5Lko_1MhugxCm2{-<{oJwM~ z>Zm%;(*JCyzi|JQu5HWUrNEEogHaD_Batf0({$3EIM}yHvEn+HOn=Vd!a6P3e?B-I}pC6VIUeYgsMTPC`AVPYI~P(h3?LSi}$Pguf( zcfyK@M9rRDN_ztq7}KNb`oqanGLB&8X0fbCUBD7UNc_924&-nOo?vD%gtCN9-tIBF z6XpJNzIWT$ulTQ5zU!$Ek{mU}EUCXFLjw)duu^@OM1*P1Zl@tUQNJ+!#hCZ>5E5lFn(vW{Z3eV+ z7Dfn*vABY^4SU}BZ7!@Su=b9bb-*E*9VvGRn=)P@WOo~EWt*UgR))%dwn*ALm-AU$ z-+5<8GWHE1Z@Q0Zv0v?xN-(Z>&ig5(%Cgw-bGBE`hROxv5Ijy8I_v|&=oYyy^6ug(J>UYPRqcbTnPW6D-&!E7RstdvdbO)H3tWfL1Plgd94)aD!@D~t~ zG#Da1L2g`EzCEwVBod=|YolGUITuFRwt7hIq4hY4*YMk%iRecYNu2yy0lF_oz`!6n z?eQC9DPMKuke3f``Y#;3)1!lLsh>#6UaO}hcLWhSQ@P>*kF;H3Lkt%Dj%vt#7IaY$ z6W&xb?CMnbCKg^fqg$Gl6RxIGf&=rgzx{PgkdQf)K7<1`*nnq2MGCLs&8pFi!~$9* z>{y0DRxQ=vQ&{2uad1SW?BNj8mzd0}Eir*l?BSP_K1NdO3SWLJHi49Ft2@|ThpDpU}z{K7LBvC>fb(aRWMqcu5E0Ql^sR4ww39Z*`R2E)@EEH z@8I0O#~qy`>UM%A8}F~P_x%d4b~7o%$ow_*K4ehd;I575W3% z8Q*eZ{rhHs#%Wm>X7gtRzOf&0>v zoetTY9C`@2CbQ7?u~N9P=wOjXRk0jdma}d88e%VeeagwV()Hh5nE!I4 zlvx<>s}A4rCTW^bjgm!}*|@Ftq|^})I}ueTaL_z4nwJ&-DT-Q;-ox3?1PDe%v%_Ge3zW*KYZQ1p{Ne*U#z1z!|I<<>E6h+S;y-4iIjpbae=sB~2=lLa;Byh+i!^YoHj zP_1kU>hZbOg3&u8(VA6jQOa)%*l0lR7|Y+3YOlQk;3&@!;meQxi$H;bdkjy?b24Kde)E zc4oxzJd}RkT#b8nZ$VFmu7t(Al6VLfNEi4NVLIJLF{a+1Nt=pVWF#fz?Wl8p#`h;Y zoiOxL2zHv$as*x}s%-;YG4}JD_<@snT2hc_p@pop;e*15UF)3V#Won4*=|_Np!Oxd zJ8xH2lfQ?=*EuJ4Y5#Que0^{n<|_Xi{5Jeg&xwn}-0Vyp(`EVs&g=bNSw3qqe4Ms3 zl_k#z8XFtWV8;`_fB#O9<#D_s4ojbwb9Jp1oYX9SI6U3r-ZE2i?SZTa1q1Sz186-K z)+^rp%83bk@U=_xJFlaRkB{RK5a5uJ4VN`6&266`V^Vb6HvqXw21Z6&i%qa8D3smZ zd0}xR*Q2FY-L3a2DW~JIl-Q)CC8MtRC7w(DYiVJZL+wn@D}=Ry%d;*R-v5WHcaEzx z>fVQIvYYHC+cu{r+nO}lc1@maTa&HHwkF%QUGLpI&-4Afzdt(Noz9KD_FC6oxYj-{ zw6q{Yl*$a$JSCo;o^Lb$STCe_LGM&sGc}f)#77hswCF0>}5kndDV%U$vT57Z*baQiKYgh$Z1KifVb zA9QpDAt}ZPP*g<|v1Qyk{2f_jhj{zWj344aus0!FD_-p&e_ua6?)LYtR$*M?MxxpQ znr?kKsezN6lU(RDz?nLMIS&R0(OkGNo0tJ?g7CTJ-Gif}v{;YnkZH}*Y z&gSg7G1UU!GPPni0~IkY=#8dW>-}4;$^0Uco6EUU8UK}SNhzr`fQJj{K?Zj{@3OUmLJXgNEnPBT5}&E5sZT&-B8Mj?CJ4T`UkyFbH-~rdu8uR> z9bve5r3g13oI_0z+d~?FEDSxRFJb!)+D^Q28L%(ker+xS-u#{k%c`A8*gv#fWW}Z zMUyPhx+94nbf0l>U^}Y~2QF@J3x59|G+UpZp62p-Yb6WFR$kh7DdW&O&x?&kDI(AW zu0ok02}ohF!$$y#_X6bc@$t?cZv+}1-qM~&N=oYSW?HVSW{x1x0Wyh%HWUT2AH!jqN${+(S?^6PNAX#4C;*4>>OXdf~dO=faD zT}p7+AK%>F{rdGQguwd?i;$2I01@^FlSI!E9aE;HBqTj%rm7yL<>dtcLtiqj3u1F~iK(e+A04e%nuP4^m{?54>+Vr#sHwY`ms_R` zEqI`Cw8keUkbu!JGc%tY*OWiEKcCgwNEr^SCz1>|XnU9)lN`4EamuwqqNOpI{^KRu z{-icCQr3Z-amQLL-mn!`pf(jA!QIe$qlS2{%4GPttPaxVEhiW?6jGPRKEBZkG+QF; z>gFuZ^0GFb&HgDk-x^=4|HiHAh%&h6sB(Rf=Qxx6c2L2y95laP!)ND|@i83jL*S;< zxB1F`$iluYEj)4LGM~Qp1R>-X74fujxZjw1$eV0*`rRFVs8$k#9%OcYK6n*)>ebcN z#m!CKJ#;mMfMwUOJLkI-jrNBvxc*4|k%el*q2XckDWJ2WXL>sB1JIM#isT3Z$!yly zGzc!{Me&~~)6@Q;ZCL!CO>N<*6tawt2l5`+U0q#wAktp@ z;~Co@(t^_Q^zwp%h6bVK`$^#QV)uM`d2x|lRyMj@U2j*v0%!#&7ON>T2%y*C5D<$= z4o)vt#!KTVce&o38F6Ig0*&Jds(CkubKT7mtt>;S>h7X=Wt`>+{R^MII`O%9SGxT| zEs|}aH8VZ2xO)-#in~r`wPoSN_p>{b{3^hY<$?J?pVRA4wZ4s{uAaWuIw~*U)U4+} zrOhSF-~YfQLq@EJ%K<{2b;{D&hv(gQrZc`-qAx8HcL=l9V@%#!Un7K=?`9}DhiJXwMUuvvvN&Y6I#QU z4PCnQ7Hjo+fka4__cjJM{YBI}muU=etzaJw1Qmr|R65+FdKUtcd+tgpCk$Qn!tEPJ zIucZU)3R}6@4R3F)nTYS04<4nWlZlkCZ|}E7QFI}J5*a-4o6!rsokBDuo94ScLDe+ zuBZ^pk!N+S%+B_;n6Fs9;qDK|?(qYIqNJkADJ%O>iG^SS>7)gL-KdNQuG5Xr&4~5O+Y}rB@!|!~8<@J1L#rg#W2giH@>E>}i>-u3k z3fTN(_6ydJ5gJxN!2yi|T0Y4Dc-ZAGEiKLXq=1f&9-oxdlKwuNKvTX%kvDa4wZJ|w zr!}lfcZacyFXo%t#~P&h4zPz(j2vP9-qNzL1IwK~I_U^Yep)g9FARD=#1YT3OI0jRS|W z5Q_qKmmPgtxL%zUVtCOB%yzrib8J>tR8dh8A2QHtIgr9)LP`C{Nkk{rL%XfAlEJV) zoQQ;EyReajk1qq4!x|Y6Z)L}`f#}EC*_o@m`xU?*TL@0W=dup~=x(43QPa&1``VBm zmOXc}>74ouBn%7_Yums11q1|sg@v6CRR8`R^7H3U^2Wwu!{vA=LeJ={EBoh*n!kS) z$J4pC>*&VteYE8A@30Kmds}c(gWa!+boMn_eXQtuPdEn%XEJ$L8ntle9>8rXae8^e z`17Ilh>5G;I&M7&_z^M1VcCB3YB$691SukQ{b7H0kNJl!E(GM`{ z2J2Px^>+ZsY&W|hoKKe^)HA>DB|H3XpPZC0V*UgMrn84vbDKCkIQWH!XW1J*4e+N| zcB-BFMn=MbPR!-`-G{oG!pIJ*Zz*)ecfO!tOXV($JWFr9?Psh$4^`1SRPFR0$mn{d zd%O7ilugP*iDsZydio0%t?jZ>H-CljbQ=<8i++X@THnFsXQ@C>vLVqLPq0mg1W<&5Hn&ri8%u@2X#4JPuDaxW68|Xhq!7El_2C#04no* z{D?*1?6T&Mn6fehCiUzYj6~SKyu6&L{_u2rY-DWA<{CSfG0Ma^^Vd_jp;c6l|IsK6 z>`ShbrC*;GUwjpnfF8$nw>WwG()sTebi2J#>>|P4${ZUcj=Mg1 zqjw}VxA(LWQx1%)=~;6Sf`i$>YCpck$5z5r42m3#e^!3~(-{FV#loVPIn7U2nsDxc z(N9h`-XRaCWXwv&C4T5A0Hkh;+YuWk;On3e+LkVp=Y#FD;rO}n=BCwgD5vd4CuEd4 zrj^orsKxg~rWu0Jj^&<*t~Sj}H0J+ErqW_PQ)EWbxS{~HKH$mO@ZuFA?49$Rdv;HA z)asNgz8Xr$5zQ?oTXw|gt7uzVemLihgVP+QX6#%y-tjRPHGWAG*vZVnDPO318L8bM zsPlNuE!414j5(5K@I6Y(#6tkD;DDr(kz|EE<^oK5W*|yOSfjmZ1wWS6*f6@mL}xV2xa(pzkv|8rv&F;<2XnA&$xj55`p5A4$GqD0d?EI0z3KZs z8EeGI4PgM%O|IkM3w~hzm?97~^ zRRt(_^-I_YYeMXwKZOWgIo)U|O7*?{U;%j%nKHR+qTy^CaS4SYEpw(wlaxQ|zX-^S zqAfLhP=cT}FcYJuuA&8!!zNUKpl(t!=FI!CS0C1=#G+1pt)!UXN0SvA^(?Q4LMxN? z4Lo$>%jw>l&y!gtF)9A;=hrs~dB&hzy-%1(l8X2Dr z$6n)ti3m-NeaUDQN7C!0_mCFBmS*WZaZ-LJKY~h6rAp|-`oHEdU(HmE=iz+EEPmn~;^*@{`j;pgE%GZ%(}>~tf%4%EK7{X2UNrfsZ{Q#>hv$DS#i<8Q5Xw#XC&jO8YW$UI7`*7!1+uIJ&dDt}dmE0P3i`1cBhbPsytA8wEwejV?V| zqh(>jsJ}Emks~2&Q2_2DiilnF@S?8fsX*%ra|}q|K32Hnf2IAtd1NL zXt`IFiB7i&1AtOtPdtp|%$$Uiv5@);CS()~%9t)>HWW5eiPwr*=Dz<8^+w=*`gbm;;{+y==_2MWw2~ z%;x*zM`WjF-}>FLb+D|s*zD@3B0X#1!!13h)ijUG*-A;8xY@k$H$cFS>CSYZ#8b%t z3Vtnlx^mjoD6znsmgA^UOTuBN#q!^JBXId%pYqM^2Odp?IY!~RdE-S=g38lBW+BPN_a(R^oK)U)S%M| zHswEw3Wr3_SCDnm;E;3?5%pGz{S*;i;loV3MP2y6=WVbcI*R+qYcx2#{IrKhh9O#7 zU#ty$aouC>!(^~OU19@qzdH$)>+pv6G)4CIe&d*pw36eqJE@@urb>%uR=)r4T>IJ=84W`|}w1boAQBM0IN6zX7L5y|a^Nk1D7 zG)T21eu=UDilPWdWS#Z|nvT$T^s(nk_RHRdHpoE1*F0Ze_Hh|!0$H=7C<9_{csh%bb<2^;cC#b$yrv+#{ueXwrru(lf z?a=W`Dk}B>H{{{r;Tsvu6ykU$9VyH9mku}>;{$o)xa&+#{hchX#Q^beD;0*^tu2G1 zu(2nOn1<|1z}l9?OLD@g(#C7Z{|Gn;pV`>2<)=%HO0{*4W4>t4hJ6Eu)Tq|qm{7)m|_Xk%}sKV) zWJwNx*q3_n_OiT|mH#R5z*n{RJpvf$ztehA<*JN^6oI#7sO9T;U=U%5xWOOUL_*SB z?ktJe*x1Gp$t*@Eb0p2p%{e_9s#cfE0Fhej0wR@ku=39_3Jx27>G+s zM3}j2tI#~n3rM=?ueMZ4jx-=&{BMAKl~q*Oc;d^L-kGg%08KE$UA(Dfv!%^kd$CG^v9ngi;Zk#| z$`WH2U8=nKENkR1?slR!4L*9*9|}iG#}^?H_cpn=OCj?F1{jR}E8S88c<@Km(IR@; z7Y2{Tm_0UvgvIE)6^2b<(^ zP%8o#zCTa^)OWen^P4GUvv`!`*I&+L02~A$Z_(QU=KZ{VwA?*C9R`HI5?^7b`~Wkq z5vW)Lc9E(G4xRO3*m$!B-irN&mJ7z^a+dyTcWbo?_@jU==M#Tz`ACWW$6EoSZ9ZuL zV1VB`xxikJ@d*hHZjXSS0`NhFP9+MpwO&L6kwl$Q7(sY)X#e(fj;>wO3*bfZHzMxn zkGQSYWCAz?cm)z)NdN!G+?=i?+@Hv@xxNBk2a5Cr{+*%#=3&eDUNT)*VAytfuvFaD zN}$72?O4`0UFZL(hRs$Lteg)_qr5F6*W#j;EeBTZH92sASQ>jegCP~7eM-hgFn6*HHbngMKcrpAztsmNUco7YdwAT1 zSqsG^aT+K-FYD@f+DlrGsW(c{`%Mq2$W4ILKCn2-^`9t3WkZba&pI029#>o5Wp@I; z{rBc|u39i1+NGN#9Ip=p9nUfEO6b*u7*cfq?(UbBB>>>pUN4McX%e4Z_ctI71z=Co z#{`6`y8Rt1N0s18N-vDMx!pMTx!HcwGOy?;*aHqNkg+6(n?(U66D{Tary<1skp;lK zde&KKl_tHKF0=n}K9%fUs8)>0)v33zH9gK@p6kC6x&6+ejO1*18^(X~@KiEW^AYBx z@jkT-JebI`@BjLx**e;sOZ=7+HwFN$G_`yPBG8-7-`P3?m!D<%=;ZV?RQdrpzx3l=`$jl<=6t$&x!uY}^!yAWxqt`b7Z?I+#U z7H+AI&R}3Yks%E@zycCk{YSGFu1@187`I=ZfB}Et&}`{EqvZl)vEbAhF!MLTF>T3> zm&6p~YFAeJ5DrT8S6is30{x5eyx8^Bk!2oxjDQayHk2E#)%fvjGhr;{$Enhi`mbEf z8u{k5okl6v8V#QTw?;vuv5hg1s-%Ay2(YFyfuP>aJU5Z02yWrNI1-g2JU&r3r=cNn zX-QL3s?v5VAjT`}h|}SZZxOkE&sc+v)KDhRx1czfsjjc#_#+Kb{Cm@K_soV*to%z25kSKCJ9`>a+E_Z5 zLr_$Mm0|ylndj4?ZiClNH9Q4sqjb_8?MXS67mSv*aNB|S0XW#R^X4iRA;_Ee1NF$e zH%w2n{fVM8e}Yv1E+voF`a7Vd~% z<<)0T8>XWBcOUAomBfYSqXnTVov#reue!nue)08z=b0xEf3+rOy4+Me2NVhJ_Vjox zV6ceGqapeOEYBD2wOgDKs(7!~080)MxWa{jg|UOe2CQnol2;T!>C^S38s=jYSOzuF zMDevKoCSY@sLRCcXk?dYV70Bj^hX-vbd9dNVO{ePNCB4lk555CKwTFJv=Ivt*^Sg| z*&Y%oPu#QRR0U7!8nQOtnw?ZPX$9*L*m7|?$N+O4uKKQNXqNmSN4fh zxu%)~9UYdt?662;29z1Il(LZDm_~ykB7ABlUO8k#(Squz(=tPG*jdpgDR^y}yjqjF zz~rOS`XLNF)?(14#F?jjMR)Pds6~sgG$IdEuC1=LDvv?`d^_T(yY`VBpfHp$XsGvO zgPV5wynQY|r%lGaYjEd-BGP3*7Ak^)nv86dRcM;~QfSnMi?jsRlsO%s3$@e>fy_hb zr7zv~MIJ=c3Y5Do6l>sC!(SFI@37Rl==Y|BD1Pk?8X^023g9m{Lp=ioksX znnpy!@o7N6T$Y+Q>Knr~VqD)jthGKF*_<6OV)wo3gm^sh7YdvWy+rhRaux|FbnzWd z=dr|z-H<-YAzk=5zpfnJ8WkK)iUn!?gf9*q7l~*7e*)pu41R!&>3w`d`a>&N#<<4x zBX5&<=!WQ*&sEka%fgP0Wl-+42*k>k(-gg^rfJrkzN#GKZok!!EFEJStO63Msgj{h z0yjb65)!{Ctx-6&Im5#YOyO8gYs!1)F;5kgOqr)b6QdtZeGcr`^Am%kS-0X0ptV({ z^@Ax*4|>x0DT^ajNz`InH|2(PRdD$)NB0pr;|sMw1oQLg$|~FT=o>Hux+y6B*sJb5 zlbsevI2)fLq|t1Q{TD);l5}DiO&%Tx2^j+et*F04`-E0&K-=bplVMG4T#tDA^5?sh zdOk+akmncVgc^Mikj#I~Ue1RY@h9RL<@FVuAkwE;Z>1c-NhY@^_ zo=U0Qzm3LPO|7!>>6yR&w`bBPXv-~eW36a${pE@ozK9(USaIBPlBvu%N>rVa#09ZW zrl2A-JDA_>EvGKy->b65aMw(h)%KTj>cTv$x4rlms-n)*QpcL2kl0%%?oPrun)$(= zfkP-BLT8iou5PTf^i_Il1cWOY=`Xml(;ed-T{bT(TJ?x=-bg_QlpcblKyaUk$2rFk z^b%*T?1zwO&$KGcp%$uX{F+u;3+aQ_>sdokcE0GbE=pRZ*Ajdw^MfDAe0aMb?HBaoZ8gMw|Q-YROShjN0~K z-NUiNIO3ke()+d$t>;}jAFb5+#%pAv=tu@=O_Gqi>&F`n$)vIlN2DY$A8wW{w3~H% z){*pfqmJn>2;-g`a?w!TbqMmuE8zB|Lx3cXiIdoBlEijTg0_rW?IgeB-0G_1|F{67 zPbP#7=;N?JI;h7zS?fN4uCGidQD1L~FWluafL`i64?}uFAX5Ju$S>!TefETPZDeXg zB(#%=x#Qe?bTC~62qEMSb17NV8p6Cw`cYXen6`5S4 zm@Vwp6YADkBZe2QnLd}ss{W-~*-lE6nS3yyo=G$& zxO7{2teU=l`uJGwQwg);TQg=kr8f9T7GQhW03PhgyDIB-5;jR?C`eaOJWJDbzC8Q?-?#v?AZ8u4l&>5?a_b`TJf zZx3qD`f;-i>=Abq?F;;^<{m9?))VD5S4TYuRGIc|nw4EGBwmiR>>JAU7qwvWPhL~g ztsLZI2AwY;&d=3ckFQaey+!3tgXE3*3X^TEL&!4PRT z?{?+Pkjz8BM%98Nos3_0AnZInBVE6~;|~g+R|LFx5Cu6T&{0#+$OI3k-WTf2_r@k` zGFf0gZ^I@Vo^CShLV>dK@tJ*VHBL?*wu4S_vMiAd)nr4=xC5afriCd!4$2n#OTmQT zvHLJk#p1>E*sy7idZ(Vbt?Tp0953imEErEnCdixi(SMJfNw;Bamm}uOANi9V&@s1xilp$`xYefn@zwVo z?=<0)fc0EeDws^hsEmdHe{8$oR&um#{X9q(97(Zhyhx{piRZ5y3e)P|+1BS)^R!`W z%ldT7f8mz+Uj<>F8p%45c5n*o`C8?xpCduE{mm)Ls*#%|<5ms&wP%RF|?q zEWTmQ@7Ok%A;mFn_Js$4v)*%c>_09;(E5A@B}I?Q9AK6UJt^DD()ucce4=j7y?}y+UDbk$C z86dA^9^kT6Nv!{cwai4o7T0SNR)DY$ar$R$-^Jk+DcCAi-X;yC;y4t)LiDwJkNlY2 zV*bZ4G@0}@ZK|E1CNodQ(oYe-m)Idm;LAf;BNvQ+HeJio#Yk4%}$yZz>9-MhnKsFuq+ z2d~EnAC5Yh{fD#nr|IdoLrxX-*6Pbl$~UGH*4~*wg&(KHHmW3>=$O+zTM;{b9Pr*{ zj93~|-OQ=Wg+Gdxhpnp+5J3||z^~w8oUS=k31#BXYu>7MU?sz4y3juRe}Z7jI;m+# z?UD6A-qv5%Ejo47Y>#m=IT6CdAAxl%sW|}ge0kcmJ7HF1NbP*m7Amrs`RRW$!3Cy^ z1XSID?B`vYq=N^t^Y|bwR3mG}J5ja2K^(6_DVi7G zN|@lxzn(Tc%U8~hTf)MT)~DU~*NjdtI3+ZKk}p$Oy7pu^c;u;x&1XTxX2{7%@b)1w zBvWySdTa4tu_+ydk5sf7R4-Wc7R{Z<#~SAEK|^VVm1E6MJPk2WUVD zC5N6yrbidy^eah`dBCsuA90WOU;TdFW>wRc(HG@e-(naDJf`+`oy}!MDWVM zkE}xz8C$_Njlo%^g+bwRFAI-+ER4CiyoV5n1K$;Vl!m&LhPSwBF{~n6_>tR&&tqj z4T}(LL|F9iZ9k}z25IAhnS6XrI@IIK zQj;3YwnOY&UH(vT@-RCMGSU8DG5EZc2Uqg6+x z+li0o{u7aAciZY^_)I4#-=A=lAJUZ_%JejP%*d>VGAI;;CLC>LsgdqJ_z5f;ik@nKyU^s^$I z(LJujHIR!AARxXDjAsF{#~~V){S8A-re~^0#67d58(&QnUW8tl4}7&qe7GK-pswdb zxt5$htkNDv6(gVak+vgzMw%?Ij`j=7kL>&G_0P*OP2nKKl`K8v^Zx*oTQU2Ie?-VQNUWRC6s4T)LN^C{Rz1d_Tbx;+$3hYH90 z247CroRhauA%~$#IWt`#SqL8ZxiTocK)t1^^vIWQAHTg5+1XI)@00T(|6=d9-$uc~ zfQ71Ays#r+*(=pj9d+UhJ>T(r$7}Gc0ZG91g*?4j3m9D)9llNJ?G4WRYpT$iBzm{$ ziG>|PMFBT`VcYFJN=ie6Bv!(NHx9{xkQ%LeHhlXX!>a+ZoB|mi{Bc{|Y?Q1LT={j@ zlsIgvBU89ypRt>`obPu;sd}cS@MM}^tWn$0bbwITAg8nSd@ZT81%ob=1y?N;hbPFl z`=QdQHtS*vnRf%Aj%Y;4E@*@t6mNVW`BOc%dd*#=f@qX3YoiJOWK>;pK@=f%%kkTI zpAvc``QKUjOM_p(Knl8V5z5qTctMrSqz1;CQ5hvgIC{7j;C{v6JV)fyaT;BP5?M@N zCpw7%yH|ULCzpFn?$VQ)8bLg^v~(Oi_&SOkndqL z*3UUQk*vZZgIo+3>dEt2|NZOH$tLe6xuG+on+8E#!Ec;I2SbZhFg-UAx85i;WG4}o z8Yl)_0&JgQe~8kOn4Is&OFKaeqPwxM7^b~Cbg343`~`L)X8wISk&#FMM9_k%^mK9P zpEnn-$K3g&_7plFyjik5aBlw21vE8lf*6c<5+O~wb|MYZzL)e^a!8nJeBl4wk5(r96yp|z% zX91TEty!y54-EK>=+q1m97QyW3fs;t2}8Ey853;aNXtUpd1FODmOS`24E`Av`gm&C z3!C@n7rAFTbUzVV4)X#T(oMEqBmGbI>+ZSMP0xdzHz0)ucu)%95NzHer>uOoSk&2N zH?ZG{pW#rWN3KHt=-+qQxsUu|sQVEjX4A^+M;v#Y!%(0`35NFSwRCzT|22STwJbOs z7EF@MeH7d%t^f*BKx)P|IAui`CJba0Vh6L{IYJ1WCmx+q)QT&p0Az8;h_$ADvkP28 zs=a3!fHRx<)5_|w7?aRYaKwDAAZ?xbJOPkQO#~wA3NWkZ`@K&>ree#~4&epCN;#3Q z12`)%$a`2I$App(-#5~<_hS%-VFI}BHr!d`ZL?|be=A+|nZ0Ye^TsnUI*>-k7`v5d z<`86jMq`jB>MbYB^7v2yjmElt`9mL$bvl=oDuQs_Igv;pA=kj8V;d>Cav(6-XQFbx zX_}>E%Y6J$_mN#Ji%JJ=tEi$$Sd6>N=j%)>Sy zt1I|HnX^puns03auGD#uvmUjzJZ(e!EjZb6X?TKm6U?6J!t|Y+#sS5NTpb#9ff-zI zWgWhaNng5&ze}03i;w(?OUV0fkd9MNgtj(H`Yh~XA0;&Ckkhmt30p<(H`nVk^jG0_ z&EdKi*ZNHD${YlNrv1T1__%F%t*3=eA4k|5N$W535N|_#_GSd0R2w2{HiF`M%@Oru zpZ#&g#U1FC&GVzCKIF>EA-T*wy~TXv@r$!K%c&dhG<)8}Z$S}mceGJ&`k7neei=(n z_=Yd%_C*{rmWv58Cl{0Cl`6j&KwjI-m@S`2(4`pvbRh9}jv3!y{&?yAl1RAb|CUzp zK(OrZ_a%|H$a-^Mx1o-W$Xd~)_!CiY+rVg`jgx1B9%5S%#*liPfMcW2=tj?+;g8eCd5v-Y_^kK2MH|@RLp32ERV$`HjUlTnXsjQ9V zN(SrB1PAgzZf^D++j^DOO;b^8ZN8=Zk5ilCVh(Q_7P*!{(b?@pjtz7TT*fmISmfTs zsC*S0PKGTt6pp?K`~LKDhs9%Q_eqnX-@q=b5pX3Yl?F44seN*|$=nP;f;x}3Ro;ny zzEr4DK*iYd(lQtPj22E2o#BM$Vq?>a|9;l8coF||L%huwug1QGE9vw!!lcxD!a@AH z``Xpe;I-85z^B;d+07LlXqDa&2*x_*r0?ql0kL;Dexgy{A+%Ac8i_tm{?-_OQf4VA zB$&;^7@jTeM|hX#A}wk#PPWgufgQetd7**~ZTn!V6P0lMh^4t&N{Kvc+nEgPf$cJt zPRm@tw7z-z=XT#EEl~9HF3b~{)$qc9N2a0*Eo;`InJH z81rU4rxO{+6Nj2%U-6*N8=T8X;)70u={kvV5{TJYcpKb|YrnQP`3@mi<7@Ui5l5nH zVidy9*Z=;rV8ZwOL*|Aj4E04=ie>AW^~4DG!|O^of6LT`~1^R2c^+ zP#cd%&~#Zv_SIs!NL}gCxRYFEI6nJ~I+<-UqKYrAZG&C7K`5MT!+Sh$1-Wa$+Gw;;ht%Hg z%apQP>IJhSs80~z7plTVv*drzA@elHtcZ{#)exOgE`j4$=hZ?( z!;masN(a{tQc*(Of5E8GlIK`4a%B`c7?jZ+BxbM>US#_NDQACmcn-IdBc(1ZpF)A| zg<49Km*#E!psoVYoquroj2yit#XbmpWdG0!^4J)v{~E{xy`lmI&u_dF7$0(eW)e* zI_pfQf9m&LmbD7V^shZG%UDGw(@?edxtL9A9ZF%K4aQ3X+(TPwCX-$h7g+ImZf#I8 z%+jn4UR%wS+YR^x<_{QizTeTxv}H$S7EEtZX7YjFw~moo)$ACh66RSaZ3`hGEPb0a zA+4^5WByMTLaDFK+P>!_=6E3X@?B`H6FwKkta@_E!th}H$_1Bd1u$jl~^g4-UW zTmN;u%d!9ad40GYdQ2{19ywp%aHR)9fSG>zhYYxvf z)N|;biOAXhNxC211f`t4-jKqq&0A0u9E3gL=BFVye3r=f!hJB2RkJHYSAxPvgE?V1 z#iPN<9MoHPD{a?WeDv9TXh{tHR~hg@8DSk zChRxn5naXYM=A2-_nOF`^s71;n2Z*fTxp59_-hecc=$Yxz@BqwV)8eN4MvtE{nZx2 z@B12Udv3~nS5suY)wJat)fSknu9^8BJD(CGls0s${C91RsGJ@^l*jZY{`%sfY$wKC z$&i&C>>i-hEhzCsXpgRqNlj6QO;PlIZsE+7c3@<(;3qMwDgV@#5>pj~-P1<7fIE@9 z>v7@k#aHdGrI)d$q*hBN>z_-T6yLa~ad+6(7YnsZZ#G}f-C^_d2yhNZeba)HB`R>; z1HDo__x2k7+uU`V`Q5=eXTw~Dg7KPtRU&COE)dy(7eXlJH<>__cCno!uC zy*>*Iabk>s7Z{gKP=itqxnd^vfMi}Gsfd!?;RrzIWB*Ux!y)X`=9X&XF+ivJAVEH7 zm3u9}p$oeM_56Q~Fj1%3`x=1cpti!i|q`QxoEdug?1@iyW@H~?LmEr&U?=$_6PLcn8wki074Dg=^{(nyF zB10tA+ae^?%V|)h*89&bL6ff~+{{>&*1i!HAuDfZ z8V~o%dzLy(0U>p?St+Boja3er5!t9Hk2$u6Vh8caS@fQw@<{cxEQZ`VoOJ z{M6MOxAdW0j1NEK76eLbk~0(e-%EUGRpKP5z+sh=b8!YFNqi%@01>LBJ0KA|P-*z2 zNe|kRna|o_3orz(Fz??xH1;zY&e$lF#{Ui$2y#~CeS&kUWlin)4HWUH2d+!3Jsdh@ zh@5{Gv~Iv$FKEcyc&JVoc}5$12>&Q2zQ^R^1Bd|wba03&Dl=Da$NQ9=n$}r+ES(X@ zMJ=_DmEu$3h<%=UVv)YcTZrGAo8LR%Oj-`lDe15J5MlTowW%{xADQK-3dp%Jj>l48 z87lk{c$i|YM)6}A?-4OEY)BdSTTda3dfA{AL*~542*~E)Gvjih?JO)I*|tg0fuvCo zM&coUf38bn?kxl~@m>ZSY5O&^d9a4PnykrJ2{b9xL=@Dm&_h99mc7$#a9_omw<}hb zwZHl}%>HEOW%@&K=8_JIAsIO0sv5X=wUjB3VKp$Wr&buU@cFs&A2}!e<${$CzOi(t zMYLxN4Xk%|ht}IsZzYQTV8CXY$a;oLsLda<793t4ymX>+K*3gBjg(!uH^+BJ)TmA$ zS%MK?x+fK){%*JLaggj{7qDIFoyYQ=f$*46?RDLW$F_Z&{HidS6x$55>_6|g5mF&QJh zUznBljECE{_eVfB?FRntz0t^*UwFk9qrhI+}Uj_*WBn|1^$g+=eNQ{+W9wzih zDB$FqL8ml@pQ8+iJy6`ygjd{83Ghm2D>q+#`1BYUXHtkrc$730U^G6G@xHIvCX@?%{UPx zg0`%C=aY^}qB0k@Dq^|rk@7ZNn$DgGnhBrEnc(|!>bZB}UMIKOIxNqb>eVi!@pWyv)-cmxf!DjtQs%W!}e=?FR$wJI9%&+f|X`a;=8ySH}gYEO{vg z%z@p*UG0kMiR~K>{H+@mUr_J~&tKv=Z5sl;cWscv#|f)5?mDtA)FXBok=OIHW(p1E znaB8;Pzd)0YfM7{3UjXwHlPa4hT59^FO1=a7L9G#3pI9Hjne)vVf2%_mDc4RE;lis!6iM z3Y6UutCaF=Y$Fa`!*NP^PL}fwTdCV2p2=`_XL02^9dp1(eMVhjVXQT+2KUbhCoi8!u1uBsWn!dXjm8K)YU1Owa55jQU`E6dHTN&Pi!4taC` zqvy&p@*wPY^Ws3_V*icidwPo=k27`@2@Ofb=7L^A&w>$AfUOa)h#dn2C_RHH!&P6T zh_;Hko88_>E9bTGPcCH!q%k*o_s#Eak%eq)6CITA%&!!hBZ&Bdb`6FEnf>#}_D{NTA{w@i14O^d20HoQ zr7b}Eo1!M9VKeIplKMZ1M4XO<<+O3OHSYF6YIT&6F**wA^Oz76b=1`@(*WgCV>BEe zHI`(6jLZIL2Q|ooHN=7?VZg2wi*GaTc%Uwm*){masm>)NQMP@oK0qYKy_f%0V}!f2 zJMMPG{3bC0JqV0eS@S2Q+Z;$Fl^e5zx($O=Dek_(LJC<`x8}&*egT7+aYluMx;N2f zFSlhF5z%Lq@@Kqq!^kjRUh-GFy2H7edGo2UdW0c|Hr=FYiW56ZxINyupF{5OC)c=T zei`AM{l~crHhlCl2oMe{Nv-vuW$7E7mQ`mDvk>(lJ_wox0EcF^IeXquHP2SV<(Edw zpjK%;co;mQUzOOsRMQ(Z9N7%Qa1H;!nR?o+-92uLJfFXH(pH-Xh2uO&m7+?%IPZxFmnDkvhZh&)rZD#H%HE)Gzh39K}il_oWd3OwE9 zZnoc^DpgwRIILjClVHyr^A=+4*_hwf^gU|Za+@fJC+dncu1AB+cifu*)cY_A$AcKu zyCs9kLwxJA`d-a-HPc-ASsyE2S-+lEiMuaBADjz#S>t+T@>10An-)&SW_9LQaMBS_ zow@V#5d8nh8IT!U8A&dG1fsO8ItXCHX1a%diZv=R(d3-{p(2L0ayWKkT8&Q+q351! zrroxKE#srcInmmva(7x5E$h9LCT^pDCq1tS`(-u`TW}$8bVS$Hv_&v;$vk8Nc%iSG-={kzdI* zSl2fAU#O>o>~E7kL;s+&`O#4oq9b;ydOr(B>=c2UxCg&+*?ZSg=Nz(;IZo*{+_io#l6@ALw?HL6v^=*OM{nZX?)$U~x6J_(1AtNRnQ(;*N%-sH^B zvS^!|rz9RNLq)MOX!jqsojWYqDZXcc?hA@e?UuUU94?!}$oABLAQ@{l)UH+WKxUg7 zw8>Z@VIp331&JV{@*b+d=aJNFujOp}BOr>@c@mhIAMo=pT=0vh;oQynvMtOMa@%y( z2Iq;SY zs3`^6NGHE;bnB~QWdE`lah}6<4#u!TJ+?CU_?8jDJ!|(9M}?@jm+;GbirsHiyr7B4 zfhq?pJix!6Lzu16zON^Zsuo6tsCJjGHK26m$n1O+^Ehp2I!j%sWPD`$TaYbaW2Ap3 zs#-WsLP`=HUG*I;nKLy(MhLqpN?ZD`rT;m=%z<8O~S-o^Y6 zlpuML=r)i_OL-`j0t3k31qxZFbX^m;I)cmIH3BP;(JEVi6+$sysbB=2em`7ulco*T zAFuly-I9_ovp6Xb^mRhxngjuf92&oQ2u@??mRjFa_Ad^8`MBCCZeMt`YvLZQ;T0>Y z!w}G3RNZk+BAFxcyey2$Pr>?xM5$)62VCTb_GvsfkUgtT9P@=;O94M^A zYvU$K!Pi^T1L@-B#v}FDHEiN>eqOlatj%kMg)QS_(@|3s?W3m0(dAxZ7LmleN{OUf z{a&6`+sOCJ4p3~n#7ULze@kt&5Y^$5tmro=t;_#W)}}D~o6gv@1zeTY1>5bDUxTg+ zcL)aNE_6WoKl1PJbK!QG}$?!9l`d-G<^ zAJZ!<3rS9Q@7`Uz>Q`UYz9W@07~wUi*-Ex&L9N7`i+Dpd7N_qkk;H1IJSn%CshaCi zhS0nNR3CX=1j7(3*FrWH)Lb2`=MZiDyRGh1R%2HTdptEZ50}I-SLZ~Lj}ClI_Z-C) zVjHmBAB71C`>O85P=}sN#W;_jtE^VJ5(N;p7AM-;$R7txcI(-Uil51qpAN@!mOZdO z%8SQBO<?!}^)xBk>lS5rredH?qNFke;s#^a>o$uH zE|=Y72>od`9b;2f(vZ*ZdbX~(zjNLxp2M2VKNzu+SVD*}ahtts>WF(>A6@&Em6i2V zT6WUtDj55khoD`lbFX#bHfPqL8Yq5C%$6T*bZZl}0!izW**=UJ0ji3=-j%x-xEkKf z>;A%l*wE!O8^^&HA>O*B2>LS+{~3nrs{Psr9g&=MNiPGSHg|~J<3u~JV=Bb#icoKx zsdd)~t(0VJ))Tu?(^h4Y-Bf@wR3<>mn#54eM#yRmPxWj1fO)BVf!E#m!T0b0!_e#U zIy;R|q-mUpZ4jP{uMoYp;n=_gy!|b*8j-SL4)}h4BE{d$r&-fARWorhQl1*gEGZ?D zWacQZ8DU|`Lz0r;gh$)1n{tp_*nfSv4~%4!*6Om^CwhM)0A zo|UeTDC8Vi6N7}OznIBjth)brcZ3IWV4DAoy4P~Iz;jsZ$`0i1GT)PI4BDyMYKfXe zf&=|F7;?d}91RVm5zLqik}Q}W%-{~u-0P~uEzL_%@e^i)3ypQ%7}xL?UDe12QE#;T zre<)}xhsrU@goZE;`6Q~+W}Fzs<@42!{5>`wF&Qg_p^2^>yXi?JxSQWT-mG?T@n8J zV0LZ8Z)yKMphLdN%y+3O)_blsv*T(z)YLK9`^cR;x`FUlkJ#1sAVfeRf#=<-o~;I^_h3kZqSNJV7)_O-LIs&vfi94LXPcN)iK~cm?jzt zsu{BsJh22|W4;D@TG;g=Xf-c5;brFikvq<9($vT~XENNNrOA+0(_K4#R{r};Ezc4{%{s9x(4MUtE>JL7as8MrrPP*+LX+3{~OiR!;-BqzX zs7*TFOg=xfzvl7kO7fXcX$QAE11-SB9uo$pcIK5G@t;U156XAFqxZh!?0^5&1b?tG z``X6-hxpz53ntU?UjK7>1`l<<(kRI7>IohVaM_vyM=4!{ z5S|i3fk0U`v$gzBPjixd+|D2U2;2Ik@Hd!z+*EtV7}RL%S9z80m`gNXNWIrZKK6Pv z@w)CiII*}l_i8>-QUms*z)_0e&_Ix?S%26FC4PS4m#oMx!qIt0rHR?=9p}r1BKHip z%z~(h@_9WVIs~I=qc2O1UOmpTQgJ+6;jpzT`;CA^_~xP= zH>%v}ScoPfHYMYC{db2YOSD3E$vZxiqDkm{WOTlt)?pG@b0sK#raaGS8V&}5#3W=p zqC1n0UjKse`|yc?blg;^FNtUx!*3@EE|Hz>`_L;fhnSq{qtGd^)O&WCbD|Xc{UkU- zkmLyLzK7xY8}(Pv)?NJizz{GNr#854kQ^@6Yk89j`A<@#>CO{j_LGY=!+6%|^@VRx zZ??5i3OWq;A=$0Ff#w#jjbcHdPp41K918H$Vq=G|jL31X{-7bn)0~NV_RjiXBFr`` zMh()&Wob(>CsUSnVVoc>?oWy{yxVd}LnY^i<(Sri<5T7gD5%zb<1J2Jl@fcMT|A7S z<%umD0Ye3EyQRRjRqUTJHxS1T@}(k|i|B73vb3s@WO(q;DH8HR8I%Sl1s5;5nvB%f zDFG{Y-2;-K61V3ElTD#qL{re}Tp`ceX!HSyhf46Cp1xcb?7esBu06#18Xl)PgF)GB5Rl4Azo=Be)_Qo8$z`;f;!-Rs~Mq6I}RZhZ4Oz%uhhB)%i z1$xQvpFHlL5E`F`p+sbUNUC#*)tgHJ{oULX;BN;BE8$3dGw~q-t&|cd&7k zQp(ehdb58NV9XuZqtLjtDEr|dP0w6V>w_vyA4B@#c}n|I&Ux)#9;HQm&(pVEu$qg7F>a z4i0>Pd))dJ2&jIM6Dx67=|PUm10L7!EW9f?j=U?X2M;^wlRSdvfAkw~!ouFVCoQn zTYnqJ31j*uLZlqvfKw(X!bL$WZKS7~HMK7mi9;N*|8dG{e~))tx^_3HzT};!j?UUXWS4v*>YH)8KT?(-Fk}{(TgR_SEik_^ug|*emx&u_Bv537>~CYj@;)nXBgsLy9%orc2Bv+nlW$4$XzC)F$CTci2Zz+5SrbDt7)RH z=vuaRsx@ILiD)36_#?M9WM0K$)%5(%Y7r$GvZvE?-*(bHT_vUNU@Nov{Bw@80UjrD zafr{=p)T8k+)xI8C;%4)VvW4=p@#@OX!7!9=&XumllZTYf+J-(-ozFm_)Qap7@yy${CDsQ9R#D z&_XT$#8i!6(>peac~AXANevS4~}S+ zL>=2YxHc_7)3=|T^BD(~TU)}jpW}GeB3ZA_Hbfphsvo%HxJ7*;hEO(YL?R3xk0Fk#*WwJ>qVC0v|9U_pwE z30u1FZh%QKQ&}Ve#Q`4SJu2>I6^@|pTr9=5e84SVUXpK`lPNQ>il_!9iXE~|2A5Mk zl)K#{PT;bUl)%ZthTFii+L5DmK77xe^&(du7UfCT7?Q40#^}THAkGPt{Vg;b(0Y#d zwbHt0@%a~hiWWSx+_S*|Fu5I0eAg=dq19g!F zYo0ig{WX5B!zYb~u2a}tG#sehoPDhn+gr;Yx{QwIYvsGm`7(E49E0}Aff7{$3>r4OMXw19HTCQ z1Dg@NleX6O495S%|CMSbZ()H=stt=E{iNCIMD2S?Ey)5<+zGYk4&9B8>Le3gpR*YU z1Duv_=axtg$r=NX<}_}6Grd^0FKsc>`Z6Dl(c4m1I^qvRyIcbx2;=QG_|iXzhoerD zQc^n0wCYcwb?RTj62q83mFpkP*Y*z%N|>6`18w+d=C3aY>>nQH0(;#5etwZMV_+iMDs25AdORV=IEaq;ya)F2aiuqG-*~>~*j!~h z(R1~6&w!H@;R=@s*rNPIN|_?%jWXzdC&`z&H}WIfl=>7mC$i=6@1ROaVNJGRG9R>Y zgzM>~2Jd5(tlbyBTufIEl!z~I4_1iP?r}vNm3-pW>-i?~O+lX#e~v&24=AUu^FaDL z7lFU>O?3k$1*?CYWQwG9q#BX<<$y>)_^ZB)H~3njKM*B}D%MsgL_^!<1YhSxf&)vg z@T)&L(Wgyk{&gH7y6O~sxcc1K6K9+iU4u-NzWD8RJZOVcT&4wu*>WRd$r-&`MtC=Y zSmo>2Py4=WY(59lR<{rH?t@jxto{mbgu&J_Ucfz0G9ei0sz$;d&eJ+HBonIRBFsuN zgdnC@S~4R9HGS8&y)r1$@D;Y$3Jfzs*l3uY8SZ;A4`$^!vN(T-Y)H@&Sl}3;IY*_v zJQwmiU%7Yo;v=vqFh+I_02j|8u@7Hecz%jD`~az)t` z+@igvW+arxXh*5db)W+?u^4p(Tk?lz1i-nwffK)3c+rn^;cg~z zqV^m1Xx`G_p}&{qHYG!|zjCF}qOIH8!9mR^KBO9>z+JI2!j3S7PsdyMwXGH8 z4jKXcc8H$x_uR6q2z#=YWUDCfYgkSa9ITWi``;xf1fn_KGFVbG+|Z_$MxBlg4Fhf# z=55}X>R9W%a+Z0TnJUHoeG0on7Sow_=+GJ#{B!~xVmhPqPBv{E-;v(}oZH2WfNZ+58l9(hKwMc5m zjMbkm%8*WXEYZ-_4d?}dLih6_hawt`#G;v;k1EUtIGAD^mTMsC>=HcX2hF#dy*E1q z2@-GlyVsOx)qk_WDTlvkJ&*csq)q_|Lq406-@yy0mk*h;(In{H7n2M|pPLGN>r|J# zd^|J3DAkrR?@664UIO__R-(SGaGAWS^7ZVm|Xuq^yA2KbAaw9doQZ4>t{k zL@xOnbHU^Hc`{5>sV`Emg%3jBZ%CRsufAy(IK+q>|G6axjh?rY5h{F+8Qc;GfO}fy zAflNNy*oIE@Dp?le+@|XL~YXZ!hI1d8j`GdEPi_de%kG8@5uDMi9L^>OCrhuqbS>7 zpaHiA4!f(Y7E@Iu&E1J);!2UBj4Lu?=ZU~EU_Pr6HHQC#FuxwhP(! za>>&jAF^~;%s|l+--9FevpIQ4@t8QDv!k_o^L7Z_y~5%9AF0vPzfvD@U=+XG6T(aT zSxE`Bexnu?g{9p)r0ndsvl83$86wV}EyFN?+mGV^2DMF)s_~u1sbjM5J#;GIyb+<5 zVu3=FGk4MBc=H(5cPk%$V4Dr1)BGCowA;mcI_rZ7Z}nZYn#--E{&Z~2?5YsGMQFKw zFnx#|6OGtwj!$Y63_pHYlD#?qd~p2@xZ`P)SF`gQ7xTnqJzsAg$B7R@$>s7t?63Md#2ji@Gi{zwFC(#CyLk(E z|GO;npps$q`BT11uc}=bN&X%*ICpYjXK{8QIBxeOKGu8Rx)?g9yG7OzSDyZJEwH$q zq2`UP7^Tfy!1UEIN?J9#|ETHcZ7CvD@l}KrGf51Uit_bp%m#-+J|_Vy)$@$r6TIzJ zXfDY@+l7071;JXCY&8hv`>?KZFQLzjl^S;{ykgPJoGn&EGazw14uLvW`JH2mBlYEyBQ5ehe! zEFc!8TNrF;q)y9pq8yZXr8|4+h@V%)ABy{*gqEYmd6XXK;eq#{^zK7%&<;U`&wHw$ z!M`6AYUoO5q;`sTbTGM)E0JJ2VtU(hQ9?~MEMnI2<&MqLvbA#@nT?gi(oa2Fye3(U zXaW^xqu&n4e@jmsz_uY1@h;YNZ*a<(~gi<+o(tH%je86fZF+dI6`Su59o5Q9UOl1;Ons zUYn>CvX-%84+jTmfAHj`z~0!Ji(lO@R-UgUfxP^aocku3Z-Lc)?#5vBLT2xwqoc#S zm%3@f8wMvQCo7qnntt8eGv8Wn z^&H&X%yZZorPu;?!W{%U6|J*4tyUz6Ui#>fG+E5MT!s!_x9SY)A^m!@ae|c)cg5wj zeLt9)al#f5-<*R^5hGAfCt=oB;q^S6pmBY_7heALN-MdXQ8IM$=8(m3V`F1*B$YQ| zq287m*gyIsJp)6+z`)xrpfBv;(Lz0uYqQTWhBQ7?!k<{V1(AKV??HtLz1P6GESCoR zBL5uE_r1HG$r-foaq~15n4bd*g_OH&1IsZdT)k!)s5s>%I`|HAj-oWXwMH{H|C#cRYgwlzmf zaQGa9r!(QQ`z`;&LHmtX)Z-Z@DzCST(u2qBDq^0<6RC`pDNGulAkM;j#zK&1-AYIH zxtZNt#*S@EGrL)&7RUv9Q^fVkC5*IZ9Ipd$VIVIIkeCgG*|b`T-KjDDM;6okvOw$k zB}otNABm0dgD3loeoNVyWy?ZPV>V|4AC5E2RJMVIyC1g%j6-~STVtPUU6^%ZQ4_x# z;@xiHU**pKdL?1ntIvcSb>F>jfw%6{ME;LZ`@0YXEqYiB(m5JkkDd@E;SnqL>g$iH zv9D;CfD632!9Z5pd6dLY)}4t(n;CoDqD&v%F3nWNN;B zgevTRaOYT#Q?cZcWQ;sfG${Cf`M_N9u;Ps=>FdR(?5QIp zs$5kkaSN=R<*BZMa@oiBDezo;_k*Ss)-0Vnf2l`By22ZWvft;t)z?-<@7b`Z1n|n# zNDKSEjz?j>{B9$M=3XQmX0UJHg6C47;o9PDRFMl63n^a7ZdAUPmxS~d8@%MfVFJg9HUHB+DZmMQC}|D#P~=n*Cdd9J*aH6_3qaL(5KaEk<@`Pv zFitwsR*C21o+Z8wG;U zCfT-67GPTY1D0jicT0Ah3VXEhQRlxF(kaWVxA+Krsrj-a3*N?XNj}nt6|kK{1}|{e$|2l+eVs5yV41~LMV$& z6We+Vq1ZcYVnMLPpCL_>2)`_F-uOP^Lf4k;c<6P7b$86CD$m+F1AI8}aYm9hS0+JGN~53HNnstV$&ALB zn`|ZrMKuK0uCHIfH0%lnzQ?Ze%nV|kvv_THY}JLHyUd0dvOS>BW=uVr=H$ootjl%> z+-WZ~6XEg}gC%K)c&|9P<-OKnRs{(yQs?<_kS!#@QFEAT^$G;OoQ**xalU(y>5Wdj zOF;rpMihqIsz3TuJ%BrmG92wIKeZZ64Pv1(h*>U~ooxv=bAjuo3cUuQjnPzQ{k(Iic5_K#zTSqI9FlNp(#Nk7jl2)Bl)# zVkWN@C9QKoHzAZPKqf`)!k*w}T|I)q)uv{gCL5kt)?1QLvD{yX%z891_TH(@1~tQj z>JwMcv2DZp|jv3%PDamroy^Xf4yAoX0E9p(OTeKUWOJniQ2Xa@deUV_)VbZzmG z>soY;Th?7%>b>OE9X#&|SzNj|<=!@75S%nW0=9##q1PspAIOIkz79Vb7I+e~0dsIl zP23WnCnom*NgM``*A4|(yl;p4-RaZ*Y#&L_epw}dl`b4>**F&DDYu2cDs7PdlCN$- z)rZU>ep*`Kp41&GhU*NU3-Xqy4w`+JwCavA<5`;zg)v$QC)1?bnMdx;M!Yo~eeZ_K zkH>p5kanh+sL)^q6-U|I6Tf2|?6{DRyb@*miP3_QV@J8C<`h!FP>RW=y36~mcyU}m zF}00ngTBJ26yU+5s0eP`2t5zu-bcD;>>-BfDmJHnUWU5{u_(G zojm4?gP3oOTgj~qLP?A>EYj2&U8bLAy2?j3&*BAJFM2%RPx(cKJlYI~tj5;P8xr40 z-D)G1N?czQ$6nBBa1;A^iG_JpgvjE&YaEqB!!&oc9#SM%9UQ9f^9_AB7~S!ysGWC> zMo5ZzfJqGoM+p}?=3#hLO)=r&R_YF*;jTetJ@xic^3R=jVaxBxszmPTC1zl(k|h0p zx>aM&nUlAhdRM1cgoMVKo7*OT^FGe?BKvJL;(qj4tpQp=eq}%_a;pTI8$0YX6+4>a z^g#^8%wVTzz?_@$W6RU>Q=J^ph_zaL^9&Dl%kV<%iG1?iUGpkumfD?s;NMNQ>lC9n#3Ig1R7hBc8AqBATG)3 z7g;kaAS|wB%P{Pm=)49(A#t<^{BM#1=h5b3ZaC8d%}VQF&UzhF?HK@If5Bo-sx$v|{!zi!1?7c?h96UfX<{|oJ~+Z7LQ zW@HSSMLAveU?XuP8TpwJZq_N;RAya}QdcbQZd%TxmB>75$xRp>0;)Taj zpo_5|SN~WbOUgWE@HF}MiDXf@Fgy6GRCTsdU~Alt7cIV}(=3)&#*6ikUUKcXS3@52 zy!s(P!X^Bg$Ad0u5Q2FHzuzUj#5pFMRYujq99+5rZpl{c^!9@k?+bUSbnkH1uw z;>`39fk^!x>^5`yW~TUcS_q-CAt1+w>9R>OY~i<~4R@jX0|8b6n2sl`lTpYzS5uHR zKs8(BQz&Nv)0|x~&6{n59Q(l;(~GRr>=7Y!C&I)pXPaHZwN#(kyR8!MDmS;N_0ieU zelF1JT!{;5(BMVB;?-ROe}iPblbJ$k$)4;_tKYc&-&T_!Qe33#0Gc(UM@Xf}78dF9z|8F?w@&DouIJfM^YBzzSpUon&jpRjPtPJFH? zGy+Q`7LDe>3Y6<_o?2@eG59NfwCA@H=CEq!n?}ItFffsl8VCd}T@^q6qCfbt&h2!CBaaykx$`^JR%@fJ9`t6Ti0O^IQ#_v2x%ZD> z;`9D+FaOFgp;Y56WlOs*`Io#$sYu>i(PJx|g&=2S3zON_N6AUc)HtJkjElo_nt;Bp zl7trvuA>g9l{+S@C#QfbU1A-fd20P*1eP3&%JcqD_YT6aH9;kRVeV+O6XS%1Nf@St z?(YmKADLYrTe{fJ%$=ZCAa7aqQ9^dL$Q&Yzv!4$BYH=Sns=$Q`o|Nx7fLJY%G-_%{ z^N&+?fZ;E)@q)L>QcPj;bKc+UzOJy~ey{r@?R}pe-%?)RK6CZn4l7q~mwBjcyOPZ@ zcPqX0Fs&-!8wi=KO%HxK5;Xe{S-F65pI~k)h9M`iI{KfkartBc@XbSZsq(;Wkq=Sh z-nACiNvi6RjjgFG8)8m=jF3aJ>*kzZayh#$N=GlHfMs+6*Z)ZYV1xy zy=RWYF)xA@iWFn#znq5uPih)X_oq|IsAt@c;X-0c5(95+R-_G)e$f>8f@hdxa?znX z=*F1u;DF>;&6(HJ%S|6bv2BaZd8<;aoGq$)hHUkAWPT)n}R1a+fSl4v|td&B__{WxK8(sx?jeIGrB|r$3`mfPc__iFW%%P<{Y){tg*xmJV&NjbSjm5}#9iuXIjxT{Uwn_?01L%WuAR^8OrQ&p; zcnkik3CRi`LQf6upaAs~R*iHj!m=^|f@fB`&x=#HG>BDBh>0Cm4SZa_Y>P8k}*guoze0> zCJRXSIc;Z8m)V?Wf%5@$q&Z^B2r0eS-oky5IK1ode=G!tlmMoQkqTeiBNJ`iS|Im%e-Ory#32MD#;j{BC$Sx+1} z{LC)JF#e-g{6@1up4Z_YLOp;;X)$(*?;jGz3=F0>JVxa1pd#UggpNtsj)Lq}VZMdjARKoWaH3V)q3Gz&_W_QC1925A2u{p-H%RmYymQeE zfWsh6!2XBNU|=x^wA(TRh)>o}WQAzZNv?AP%#)wi`$^R#afU-AzZfy>V3354Zd4AC zWr7Jy5X33^1gC1TTr1{@{bUIFNyT6V!;88msiMJ_*G3hiemV2t7k|vH#F1V8yrJ6!_;WYSj$!BgMnJtb=JS#~R{JvliWTy}K3jVw$tET3pg7vRD6PK<=V*5ngLvqj{-OGi{b&oiZ^bttjZ2M#b=kdgwo7NWeCws;boxhatW)* zZ}1!sR-PcJdP@rP4it9F)Ap^V<*(BdA=4U~W>3LNHC}#Q2@sG{ge^NCx?;w1A7%oI zZfXs<4sV1CzBVF;PVJU0Jy>?U3p*6eDsr-5&c&X1oCC0(E2E0rY%Fm+my)r1xSj15 zu19$}ZAJT;#ejZ?!^zMz7*`u9`ZK___Bsf|{W6Y&+-d8xEBPT}Y5&|M%VuRv;58}#SfUTb(kpSB$@vw)isD$a11QvdGvn09 z{Lv!;9~LfP zYE=>@^oDROi53e7Pu+iS0#mInn-2;ux7q(0{F^}y83HVPzgGp}qc;&$4&xo&j|S#@ z(Tvf-&eK_}LZ6uj*5!3yD7`&{W}u%J)lXqF)wz-5Z>@8E^l#BIrI{D230H2v@!#;a z``~!`KGJ&a=xyuwsbn_B;vYc{(ezH7Hk-#g%HyPJ^r74thr}K3$xpmq<6nDt1_P~8 zjtp==jFU&PIXRt^=4*d2ocPym0XC!enHE`*+U!AYG5?5nfkmCu2YjqI$)hb8xXLGr zQj<1Ih00<4h-f=*E=Ql<2KeF}`=-q}Z!E)-lLh4DMfBTXPGuI~kO2C_PtN|1z z+CagoAUW@x>;jB5EfA3eJA75gtBKYJgc}lFQz(ki439j*XM$RqQ%HFB>gXx=uW|#E z0f2=2A=8gLxX73QRwmnA!S4GFecv&$xWavPg1%o7n|N{?{~Rgc1b~7TD3y32Sl=lB zc)0bk08mLzu0*=jO2xHRRI_b>m8VB-HC7hRtFIB4IAdMckiX*1*n_ZEBm-a64mnbO%FZN+EVaOjzZ? z-iv-wC0k};2k;NysS3LAeLjwW<0#*?cQu>;>KRZicQ#s*QY6^A(NXbeP6xM6E=_3? z`ZFY~67i(f@RK?y23d;1JoM5p&XZ&Z(`DmiuH;8SyZb%3g-&iYE%Emr_DS&Wx!X1R zEAj3>-=yVscbq@0U|NT1@w@`h)ZK&p9Wf`W4gGU&06#r3sh>y8LNM;4laPS&N$3F~(iaKX83!A`B`B-JGWe zuUf}bPlry{0uc-QPyS(nLiMTz)hFCH1N$`T-qAwSR4x~ek6?M$%wo*TxAz%P_RXap26Xwrj+P|} zQkyGV+;x3AJ>6-cweVk71B7;EvegoONaBQ)eAf{-%DgzpC^w59$eP}LDcAk5i`sdN zisbz+lx*sZzSM}dEJIgJYbh8qhwW0r>=Dei6?N;Eu~aMSV3U;wd+6SC@$79MAYXCV z7qdIUKjEGP_ikH=$M9N&ot~k)+I#lr`&nQl4(z_6m3toc>`GXf_2L6Q9`>26XvNz#As}u;;Zqhe>m%P5 zqtWaJBqIr>G|SDu++``K_m605i>(uWuL@LGhJATml1C2Nl`ZP^pQzWaoJKN$nd)#+WIe=bB|pOMy8yY9D$Dn! zAd$Vw^9}fYn`9KTyQY{WP{q_Uv0@CKf`7ewUfq5_s(UAW-mifIsg5>v=!l znSv|PHaem*)RSP23bktEGG4Yy#Xz@A3S&FTm!GlJzT=A(L3|O~kd)GS65Fqu++WfV zd+F`WYIZi#MfY7hf)V9DQb*Ol+i35Kzu|GRswAqesa^bF?!t z=4*Od>r*nFK1#=79AWKqFuC&UK%;L@p!NnwaQpdGrlIU8uYtxn zdD}&@_3Y3c^dzN%)4FF-{S!0Z)2A_pQ(oH4f+P>1R3ZjdRC6T)eY1bNd*g7;A|G3xV0WPyogRc^OfK_a@I-4jLF;RO0{DBBWV$Dk}5~p8YKUXCcBUqr!4L zT!7Y33BYD5MwD{fpXfC&DcyFyeDnB}HOl>)P=R-9%RdcroaY!3O@+;cP||xxjTFB$ zme*vvKXsP8BRT0~w`}rsO8So^(P+N{ECGrlJ4&RtW3mD-H?TQ1JGZUX=Z-1c{Lw-6 z1?5JQ^f)War>sJW1cHjvYP}W@+uww4VkJ4Ae)*E2+R(yv46Jz5ls!OMGbyZ=3Ig-b zdY*@<2nC|Vto~G*fX}UtV7sF9RV>ypRpK=*5q3XYC_<8Cpc*hwq6S2J%7X#p4&WH- zU|3;Xx=#U*7dC5ulQ;m+_L)n=sL`Wr$fKwP72{=^d{GIwdWw)6pUs|v^B;B(D>8qZ z@xfhTb_l*kMmv;}TPKt#dwEa1xGr}0P%3woUB~RdDwDYRz#=5S2!||jKVjlFLLMy1 zBM9LKCJUlJ5}XPo@kC=^W>|K9v6CzC?o|QddyO7)W<8KOE2IEFf{R*bE>iH>V?RLQ z&aX#7OJ&OybbuZKyt8|7--qCLH;D4C`d{))fnw0=TwK@BVW$X4CeshyNB4?y-yH&c zHO{dmd7#3jtYf#2OjshmNd|rk2?uz|*Hd`Cc5>tS?0#uC_wPLD{8u30aS#cih6Q1(cAAM=^8! z3{27IBCTTFkj`URd@nU1H zoPq)qun($AL1AI^fdkD_%O!b}6SGk0_)+nR!)4&JCoZMe894`Mb=Jd1;Z5|zG{`U9 za}uX-I2^oWI~uq`Kw^L;o9_+5wTv!L%5fA+^%HQ%Ur?R|y`5rUiyxnOB`%WOz{uWC zuIki@)v-=0W&}W{JwSW*?&y?4+ytJ-K^OqtT}H2xXZyrpY|n6Lb4grmSjQhKal+Gp zjZ9Pb$`W^)J+Sm&mE!%!kQ~NAFS-k0=a1JDw1 zCa^stP|kx#LPCObbbtTg8gAN8V|A1VJVs(2#5?1*=z6?H>L z{zoRj0c=__TKdn+=FIh9-8$M$&PX%I%SO?E_e)nom2lfR&64UMcO-Q1tSJg#VukZW3QprgSs8HK$cZuIUN_PW`O3 zxOY-0RkXWOnJrN|aR8S5x4J;zq=&AjM7Yjxe07I=9_&m;ALgp#C~k=l&0f&|P|AQErD-WM7r_7>c zjP9I_n7s%*DY#z#&|TroOlheIyzI;$ZGB6Rw2Ga4@zZ;u>_~w9qy|RhWr|VCXszc*tkD_Vc63-SA3aXRO!$&zs-IJu#uD8@Y1?J?fEb|FHo3fYCDL z=biKY0d(Hj0zFfw+B&N{AM!>sw^> zSWu-n{sVGUUgGy%FN)w(U4RFRGIg`KAdgsm{S+GpX0x_Q8Z;FTH}30)AQOAxl|f{@ z*`v5L=kvdg@d4|h_Cz@0h8r6BCGKYYDZNEq$67>bEb=x`KggweLwy}8cR5a&VOf0R z%moBbxvrms5H}WU&o6_{B~A|@Qh-kZ0#Z<@x*bJVP-);-c@9Du1AepojvDOSHxJ+v z=Xq?APXJzBC>%WY(aL+_EITn1627W@_0Nny?EhctYn&UfK*hok)bcz7X#L7oWnRq> z$}$sJ&5=|l89yP=t^3OYoJ^qlW>J3u)gGvO#qTK)+*J(~Au(Z8OtR5!6MkE6u}T|v z1DP$IxWA_cMu$-Rdr>gd=N&;Cv*Q#h4=yjnZb{g$6i=Xt-kUOy07n0epb7D{awDD# zFO>k2U0!de%-cxP|K7=Az#@Kwm{if!zz0Akc9`~4y%DM#a1jg)-|Qkc7(BqpO&}vILiG%_g)O)He{2^?zK z={1l*&;FB#b$Q$BH)YCnATbqBN{l*%w8r*3bEfcPA>i&&i6)GFdP+7S|!KdIiV>7B$oVshs-4sDB6Z;1g$%~5ho&z3XkwU=}kv(LRJorYBJU9K#II`#dKkhs;jaz>wZY8k}Wr7z1Zc{GFr2UwtSr7HhF|T;F{heOg@e5 z+Rd*eUpf+`AA`DiCO^~xG!K7i6k+54zwAN53jie#{cMXa_0v*a< zI4ls=(MSrQ_$|$bsi9&r(`t(FJp@4))kKBn?MjZ6kxne;W>1Piq-VX&I&S`cw>?il zm;3kFUDLcVFxh!VJK42fRYLf{0rEm55nO@!y;*tnU%f22Iv4|Ui9E#Na?Gz5H47w0 z&!Ou^rp{Kq{olVJ^be*`yZS+IT$(P^J5OS4JVv!K^voNl!qwLe@a(9Skp;5(MA-;T zcOQQE?U!SVQvbCPz`9tfzYH2Lx@}|kfB-A6$PpT$XcU2?}PtGF+dsWGP~Gu zw(1NV{Gwo2AKe=uxAFIYywpls9pAE9U1p5qhAT~hvB`uF&;!99_-FcnZ|*TZ_|U)% z4nOXg{DaV3Vo+ZU`KcPhto|zp1I6_ZM`G#jjGBt9n>zcJg=u1zfkf2mt9*n~vIu~& zS;cBlB2HK6h?eki`R|-0Nzbd}7uNd2`DMzPIE|XEZAa(092vr>#(Al&fH7R-51m>T zC;a-xB`RuPIQWh_m;8kq)n7}F4GvM$#(W9T?;Z{W>ChB{C7@wJd{_f8a#m&agD8pr z+6@30)!p_T%`P1SE%<_cp7ugJ`YYfD>0YP9c>Ou(h_^Mgu`j-H!~__S|AkZ_6g#4x zQbF@nG$vgqjw4F10RnFAH*pmRF-8D?i!clG=182j=--DXRr9q>^MqXFLDaul#qSHk zCJ&6BRmQVW>5I4zu}@V(@E&w;%1_?sID%v?SlC1J+A%e7G=UBT9ijA9sJaSK^8bF$ zP)Fx0lV>c3tf*%UJ7%=m#k$x2)S&%w4l$n+B3gp2UN5o4FAg0#74lrddVJmgX4=9M zV}sE!N4!uUHWxb5xy7ESSHo8_LZxVT$T=!VfxCUs7-*H(gwV0uD@B`e^x3MW5$Ra7OBob#ifq1CwP+f)18ix9gRsT_{Reo zCH&#xVdB{0;+H_@b2LSvQ+VcZNO*(87V7VEoygKs7GqOW8d_S~9B)NM#UDC&RXTVR zH0CoUYGpvxPr>QX@p(*+wGcQ65()~u!A z*i0lNjPPc?!wJXy4{O}#&;GJtcX-R+r9V@+El+lHV|!b7rxw`${oD)}>p#-n%ToB! zB?&kalJ}AYj1i}y=0HW2+hJ8-TtY(d-rimq+Q=@NoUR?Na1xsQc~61Q&t%{i(2oV4 zQ$$1M@UW^N?bz^eCG`0L50Ukk%SaaXi%uXdDSRPn0Ug1?L5`R_(>;z0h5l7VhK@|B-CzIpU@TiKK8F1;hUdUi?NM{x zKi*U%e7#XHKR@Q7^Y*mkyTM!H6KhubS3}lpz*xAd+*sIn<4BL)M1Ch%IdWC0xemA0Hf3IJid^{%~-6RlTnjoVRU_R6eUWv&;B* z3@R-aMqz7DV<7IOuJRHB>an&UKmp| z(ClxJ{7)~WJUj{n{DFb}ccXguHo#yU9Z>QmF$lf^97+Ec4@)$08~Rv-pz;7Gz;Y5w z*J>TF{rKXg=Ue^HOEX~&mPUvZf}p#*yRX0<$C@LL+ZndI_m-A>=&|s<503f5lcL}H zxo*VL^<2h%nY$Zb!%veQD#`e#1H6h7t8icYt(NVv*oOz`>Pc&O!~7%Z{!Ce93+O2? zuLYnR+T0B3jpS%g*6D)p6#@vE!BPNUxKB-s1TV&MAc7G(-TLC|$54kqNCEg$0#8<8 zJoxYKT}LwUl+HmiHikV#`7xF-W6MBxiAk8mOq1-lG995H5f zZfo*Cn>umJ@OSz1YZ8MF^2ehWzU$G&p2AYZsl9}p22SecjT@%ZrrB)&(f~iAh-8I&qKN}^yhu03ct5akYo2e z`IyLjj(=0lF?SXP;EdAzf@`mEP2M-|>p!PT61(;I|C>V@>*;q)4|kXxE4q*y{`Tu= zhn1>+DjBKn{YxTJ?!TEH)l~PU*n(dPHQCcpyK~U8foQnj;dZYU_9&rJNhOq%B(-os)*^Oy?b2)yq!ht`a>TEJY3p~p`<~AZdDC9NqwE+6 zPgyK|z-N>DeUpR{B`S(T8=pbr54pyw-y?NYuk{R3IVh}jfWs?O?HV|<*`2)Wawjx>Tx6Amq z@W(iJ_kX;Vr+o!(dyfC9YHp{By_>J7qI(E{9f_9@-aM>dVXB^BzwSN~+zsZ%-fLax z`M@P0Ng|hKbgyPJxENBxGJ|Vfv@rD{n5{}%4X@ry{f*sfRZ%0J8Kb?II!11wI*z$h zGv4rXWdDG4^3heQR`iW~Us2Cj;HJ^b8w1Gx&}DNu=;Gd=BVJ=;F;nbkg!wd8NtqG(&phyrqAEWVozzDb*e2|CRaw`_J>O4VZw{!!CzU zxc`Wm?e|JtSgjWZ_CH2$ZF->8znV#RnEbzfX4B}IFH+a``I8x26VQMBT}1bis#Wxt z6$c5Q@koZKxb3U%&=;F0ww@lVV+xfH(Lc9kY7+WG^l1xfNGUb3x#IDywB%3;?x0kFop%0EwPU<2&9KI_{yR8%yQfh$ z&JEPSPjkh6P+3;v>>Md;fakaV)gHZXgcSJk{7(;e1&?g+-+8qhV>ysyTCJQ}v<|S| zvekz`dI_>6jBR8OSHf7n;bt5qQv)Yq!pSgf~$9FuJ{Nmf!-=3+0@903_6@@6UOF z?Pjh@S5IwepnR~JhttJ@^=?JcdoJ4y%LU8rhM49gnQ>%?p_4Yqi9HOucW3Xi53Egk zw9pOMgS--k-=k@>X4Tl!4NP>&?QqylB?Fi7#_7(i29LpKw%igDF!1ZrP5!T{!j~ z>QT9mMnjWjCk(5T&UN#-vlwPT$2GsyqkqDo=3ae=qs^c+JIU}SOlUQZNJ-Vm0fftU z4VK%^QBc;J*%Em!=5tbms>Z~2 zu>WH_(ROGxYk0)7&z)8IF51eYzZxb--uSq+1&)tRIP?4hKhC|wy){)Ya!(|&F{$ZE z^k}uKD<8dNh;~t5X8<%meQxqw?nDyy^h7v5gx6mRm7Z@Dxo>eP2)GoMxP@zm-D6D4 zQ5V1SnnUUQDFKy^3FhlXBJt4AkL+s?Wd8N!2ip$=!G;pMtwpf3_?~WEQ#*iJ#hMir ztymA^tEx3-+mSE!Om{mzn5}NLXz%V81L;9b-Q5l`&gBB`?|%DdNM4+ZO?0%oLsFY1A}aTWnhbss8K6!MdhD(j{v}-UT3nDD%Qp>l(h{RgC?xW(e>dKe1eP9_Ej+0!?W!X2=YkK+y|MdRHx9~R)emPm! zbY^2yQJuF`rJY?OWo2wkFRE=r75bOo5!J7ZxoLjhk&l$miFmjtrViDFL_tnUX;Jni>OuL;(YE`IY z)2-xy(t+dqrd?PqMLTYY>S-O02{ewps*yXHpN8Kw;ra@ClEx2pbFtcj48$F;-^ZfYswmo#r`B9F?V*2*G%)DZ*nV-TuXuF@65UTP z^kfDJhqz6z`ZPRmR`hI3=-*60i%o=X{iXMFL?@H2Oul-r<+etW} zYLE=A<@kJmfoY)1O)+&*-fJf1Qiz>Eav}8kdyKWLSM%WZ?zV?U0nw#p@-h7#`#`;p zhMaX%6NjIKf8;Ph%xT2tZtT8JRd|23!v!wS(`;Ko=50aQF26pv-UId;D$*;?&E{f@ zrMSq?*wRZXN2JcD8_#%;6K?T16>2g=7#a)6fv*@Q1 z)bEhkqqP~c+ny;N{>oF}N2V9IJO~YaqTSsM<<84-5+_^qiY-2`x}RO4zadXn>2v6l zQY78l$=hfyFKdW9%a^z#6R*5%ZZZu|2`xw^6(5fOK!XEl%J%L$kPX7bsq~kj>Za_D zw)YGE#q~`Pwh}n$Fvw4NTWd!6v=&kBwuUQQcLfto6G(#%Ggs1izAS&NU%o-xCBK=6 z9VRxAirXreIk#8Z@#T8C<(5MwNNXbA!>VlyTld5gL1?Czq`z!UV*CWff0>2C}Q*3XSYO@Ki0fs<#xUASw=VO#4)3`EAmI~hEGI{y!o>>O=(5M%`M|KP1O~9{0Mwb;1!C2fJtVNoON(ISK7SI!hLnyo&9b^l0hvr#K48)AA9D7 zO_~e*c!LvHYL27hBcPO=m^|51#ms9!qu6g`^z9#l;&IZq4l%2G7hJH4s_3uJNO6cv zvfZInXF=bR^+}#%cOY(T-kR<$1(!xEnfMq#H|~4xh-IUG|1_mfvx+&z6eLBRAs$*) zLP9C_`)c9r)2GjuOwF9-1Zo1KGq?SW(&~kL1uV46{AYZzjc#Z`%LwBVOKnu_$G<(U zLgz!`M|r0dN2(6C+3hz<{kad*cDG)yr~v=->cWTCq&5Eul&!w~THCcUIVn^h8fAUI zwRI$YB>o=wIfK;q7kG0>5&DYXJ_va7?fD$Zv;fxAnpJ{>JRcG~ttG%fn>BsHo~87G zmc-~lbgP0wE}84uWX<(3o2yq28I#7gl~&5r(g(lv8u>3?--bTg7>`ZsUthC34Cr0OYt||2soWa~{#g%)1bwq_0gFSpNdD^7}Iu@PlGSym1c$UTlNXpZ&%- zMkp?}eN=8NCr6>KfC?tT-?dnJF6xEj%Bo@`x)CRP5LLS>S6FQ`K;cPfP1SWp#^!X+ zn@*I~baZ8DA-|rw)=LpCMElR3n&-HHo0ZV1ruBXn312N_+6ffbBXF#8n@UY+HacV_s;qPzp;9^sQPI-!ouVioach1HbZf2PUqgtrSknx<67F(IGulQl1sUN zm3MJA)Z96!ZYc5y<=Wr&^nJV)#<0_y4y9K6b%T!p$-GIe9?~n=nAq9%$-wxhlu$0^ z&XvCX;`%M5KnnPU@;iSy{#fbOzba&x@XymcjiT1{fA0JL;job?^hRL`!>h(X`oS#_< zF}^mNW}YsPeFb-D>`JO6G9}ka9RpEO@XfFozDNsVHt6V@8=TFI_V7+_u3adyli7ex z#T~28Y-sJAX(aoc7^n+R-djJH?9;0L?8YwX)$&jnmACofvV#7o9S^GxT#((s9Jk(x z=C>vuNMgyymVM_Y{T=j)=HsEd+XAoS^L!zzgEwu%b6-l?E&7@pvZZ7>?VM0%Fep1` z{M#|9e5jqsVXEGe{l)GJ8s4vhYBl*2Zl`<8eTbb6d@^b;*^d&07A`&;Wk@)s6blur z*s1rwF=iH*aLN2}iecY0uMprurwK0|yoK1c-Kty!2yapu?H(f=jHr*d6I*zFrh7Ne zj-e7=WUwOgeHt}iZz92d&_NRyHX|C9SOm<$Fuwz&ni5jg2&?qALA%l z$@%8~xl`~VIc!csRG~BAQgt2>ZspgUl-`B^?o+XeL)HgpaP{5E^Zbz$CZ7>PUk)%V z?Gp)7n87XgLnVV0QN%|@KTK7GE&mAKA?>-Pdur)6i zF4bSl=EjjbvFt75ZUGWNcaeGwAw@R8_7;lD%A@Vec>IrkN-KGoh|>l9#Uqy#H){)L z!$YE-tpU28(1ghwQ-UV7&j)lu4{oKVNk8so@l_Mvp=aPmSZUx7K?P=Ku3txPXs_F< zKy1X>#4=@bx#AkP4Vf+Oi~^&+1&dxa*R&Mngenc%xS)~a%a3)a4*Qq=_P#YVkM{(j z`8edEB_28M-m5pq)(XWeD+ZzKHpL!Xy|pMnx`vM*q}S9-aRA6MSHfSMNt9 z7zl)2^}vZa?d|O_YU&g5O)E6%>EwM2J{`*0BsN5*MH-=;&* zjcW3?v%NLwEoFD#OA0Do*;N!D@u(nl7qO(`7{kRILW;p!IdJ7B89_TLzWnGboAdNf zsWpMGd?+zq;whg#G%xU9W{yVdA@LPZmh!Q-M0F`uNyj*zPql&$Q%5x}@wK3{SvACN zZvSxsXjiAfAIh7r1uLHUit1OOvogfGTUlm+QRuZ&)!VZ6Jy<(=b7O42!5sbaZgN+~ z^3;&i*(+*4C!W6MTc*=2_82MU;KQX9LxwhIzW#Jzx|{n&?So?Ja#g~Cz#7_YQb(;& z#kx1km(fbj!@K}v1BwsYTZlgz5}W)7-G^Ka=BvIlnhp&Z)FPgx?9~d8uW<%cW*wg0 z&x&q~|2VS~ShJD<#P;|-^t4t79Z<3a8@ffTAd6^=Kid&VyMP{;jeL@dJWadYV!zAs zjXbpZb1aeG*G1y8&yiEYTz&kWAhBROLCx}GcJi7%6Fy{CY4k{`=W6o@KXZy--Jm6= zRSjaLZ5WfM1~F}b6AQ;}xDTYdCAqCPw(%Q=(N z7N#lFK9;8Q!<5e?Qqqa}wMRVAQJZ8y+e}?wPzryJ)x!==%M%|*q`4N4gbc#LB1%lH z>H&-f4muH9LS2Wb3^M@l3#lOT`Z(Bv*04BNvImsO(he)+%+gJ?{O$5maSIpkJW89U z;zqu&GbF6b@zl*i#URl99mX8>0TWwoSkG>3f>VCHi$%h|2^nLrM(GSLEA90?_3&hl|^Lkc6lgR2S2&~RS@^|iGpT9-$S~*1klq#vwJ%?f;DkiM`@h$ zjh&rFmwa=2ae-ZlR2%p$$r!fIQx8|{Sh4oBw;7bB?FH!G3J7w}5BGiwM5z zczW1q``=S1%b7_SVs%b(AqVCa7OoN;G|I42Bq^LaXo9)Wv%ZaysdL_3uN+cJH?p98 zP+7gX>(UTM34~^Z;c+fgtH6JIN6*BCQb|aJq;0!s)GNr7DIdVm>a9ZS%&N6KU}gAg z;vx7oQ0sQU)9+%KlQshQ4W+fsk26H2M;@J#9kqkg6pyPD=1pjaXoKxzBgRqzxMPEX zuxb*U3+T%<8@O2C2YkQo3t||h=mnm*Xa&r=C#<+d-x63ka2OpEn!H0ihQT@oeCbTT z{`gU|vKds-Kr*^a3g+dXY7hRw^Y%SguepIIPWtE_T2M?sQT}jqqr0ud6lc@`R$t92yT9AAPs#a1zhKVsMHRXGBxCa%)frAqom&#C*!M7`}VUl z2m^TzS0%-) z0*e$WcV$XajnZ&Ml4Uf3>bJc3hMFrQZ|?B1?l;MR{IAZJ3(r|~HE~@af?a(vG^|B2 z%&L5Y%pDMa+QYdf@70rc&TnWqtkQV|xkZ*Vs176U(LcjP+(ea%3o?IEf@r)({eq*( zWsddH>oO_4Zm*`&WD^DfK-gTIq+~Q)Kl=Hk!o1y?eHuiiay9uCnB{6t%*6Kn>tZh= zElget#H`T5>I-E8!@TTSvKg(U;gO_cv1lyaU-i9ItyIF^Ojd?zTA93*5Q}=r?@dh~ zjVFvhvf6gfIQ@S~>c}cAi)p-Fezq8RVf?=7qmzc)-H&Ru zPtQZhz4?5V_lO54re1lswIED7Canr9eS-3Rj9ie^^*f<9%M~^^yu15dyYX|#Ycg{5 z$kK^bX5>|7$8CyGYw*E=US+#dA1X>$ci>*r^7)?{OCLbHnx8eBaIsSfCBw}=wZY1$ z8z46Tlf4iCTp9KLV#!`?|DmV{AUQ%1!Al)w3FXZx)4?({l^H=d2lXsq+y?3#~ z7_9HZhdJV@+RRkC#(h&Kr$bY)mb_`ZM@MKSt~(2tI#el4Jy1k(@)+slc6q_UMir6m zDi*&^u&BXOQb_gblY4&Y(TcLvreVA!LY%G^!t>drqU$ejTJNN^EA43$@i4UjBkwk% zQf)SV_(J?jp@5$+DuP$HTav!_eZhFC(Aag4NYS60@t`ih%>TW*3mo3!@JuzFen4MT z7Ip2zN-`&8vgO9ggJ7OU^Wi?I!{?P1l!KvBR>Z6+jAQR)Pay3l1WIS7$~(|066Tby z@MbU_N6>b=zxlZlR&Z&y4N#l6Iws>IC4lflL+*UY%_9SvH;I6+5-tU(Z|SUZtCYrj z3vsK0a-fflr22xmJ}Bmf8+Vv`Q&slseaJFZGTN>io&qqb@|c!YX-T=>m|CbiM;?8<3uZzP6e2wbXC=IQV z_nqVKkBp7Qp;(quRt;ZB&{&z+B00tm2;4MvnM*cU5-GgmSun-OI?{i2YfVDlQ16O$ zE3cT~J9~Msp1Y}4sZ&O1!Cd*!=B~j!q)??(Hkvh2Ej#l#xE$Tsf}{UBVqmVZX-56F z3s7dXZmjDUrknVzb251c9Cdn0@xc*|u)Q((Cq*P%2J^7Bgig%?ku;mG9PAn9%pW~| zru_J54*F2iuk2TP$Oj8DF?GS*5mm&`4D@#tg=EqUER$?>#5Gry*l(R#e`Y?ryF)*I z?lNe7T1xDkY0xKY3F=|}VQN@VS&P+t(N#B@s`rc{VZ9kU=*v6ujX_*tJkwp_#5=B_ zcO^tNs_gq&0+YE9Vto51rUh4Ff`5E;<*#$>!pZ|4X#`snr*-WPXHP9Xrjr!jDM|i( z@I%LJAU3MgsiM%5`_L@oc88x1#c<))0tlwZ&0I>{m_p#mZ(WrOSCX27$HPd&hCZoI;T1m~ zwjfv0kIyv3YH`oDr_;pGvp6{0evXXRKCUx?0Tue_!(KIHU_o?XGO1xM*l{ z=ys)98M1^a$1z1$AUM-Fb=%t_mRtt7v8nYg%Xkvnzv7lne#9TbxKGSIbxNVSE{o^9 z{V9?9tP6B9X9MCaTW~jFil*DhWZdwc&m_i5xv>dsF|Tx7M9VKLa}x4nIkOQ-Gxqi^ zT9`DDlBQ5aVq<{tM2s0)j=yQlV`k@gN9)6^sUC1_?5&mr( z^rMe``Hn6;4KLXI^K;tuKLhQw$*JmJ$e>iR%MSjEz+B{mX4;5a%RTQ4SE)^?g4x8& zKQ|jcL|rJd0dq1y))AqpVtp{?vI5gqrc-cKq|vp=vZBux^)R)qNTxAQzUdWfbm2JM zr4kD%goHXz$7ppO-LVY4L0Os6Gy(Ejpx(w+eWB>&nW*%Pp=BQkUOmR3gGL#-UEZe5 zfvTK2nza%MgiJW4`bQZHK(-TGC33w)W$1QsY0Ijm@58$+A{-E z^4_~B#xU?K!)j)|bd--f;Lx6b6a#+3fz4Khl`@=)2lyMHA6QM6@v#Jg;6P%k&28JzomdX7Jd@fK_;wuo1$Dd zOu|0%7G%P{8)%`igpT0glj)P$Ky_Q-V?=@M?f620I)U25&ljqX{l#COyR(x5Vg23O zcLN;SmupC_-WMc`w|Wlv5bYkj7JO2^M^2o!Q#$qgj+qkX%*PS0Ur9%8<1;>mE3^;x zI4frNT*3WABqvbjkSejQXRz~^gD}&et6R+MgYavXv_QknJgZ03xr~#86c}B=Ryx|$~tYNks6PP=miT~PL|#z~v`9BXs; za?b8Cd~~Ns=bika6K$Z2t?&ktaffw|#>*6Pty(`8WBq3_Ctxz1V_yLLff^61Db%ep zyl)H&-u)$2Sk-fLQ&A~mfhsR|KW+y}JOvrvKa`Ft&`E!1C{s+^ecCrmE_H>x`ryYM zS6)x{&vuGp2WX2C4iY*NT_PKd+_7THDGa7H@i}x+>GmY&a2)q*#;(pk?j&?|chG7q zS&~2SS-XlZWG{zzp}ZhRf%mEKU;GJpkfRXv`zq#RZ?;iMp1mU&`r63I zC?HAXEb|JnK);XWd`I=x&NkFQzZb?4dQu_;>-g9v*UWQ7TfOez$TYt>FX(>@cJHKmAULt7m?Q zS^PA(pd$LW?LyH}PjNm6oD6YP zAqp6H*agiUNZ7F8ARifPACyqobmry=EX|@~#GXoQdnmAol}TVdfzf#JTX4|G?|FW& z7nU0~34s;)yrSc)b02Yd9HDCW7;Haudr?Yt!}}W?yCnYRsyQlvlEb{Y$}+Nk&Qwn{ z@<=e)D@|d{LhF^W7L=&F-BuA!jUx{$5yT5hSydJQS0Z8RVn6 zmJ<2wo?#E6nq1pOmsa+A1)$3Kb2HSEACTaC9(ZIgG)Ta#Tfn>?Sd7TV_KW)zt=!(Z3)Z}HK`+4-;Ld)6cz zR>uZ7u1_~;hXcG*l?ogfx_IB3|I5^xz;?BbOgTE748K_Q+rPi#Sht^vw<|6em{=cE zvw$SL6&lL{ar!4V1{+#^`8QA_-!i5uGd6nB8ZD>cu!{F9_#bh}w@gXOJQdn`x+eUe zXh{ED6EXj%&wd32YMOpmw7-N=>QVCm$=`Xwv*HmgE-q%b+0Jn3k5%`- zs{HVPG2LV+A$)OE_Ln9FZ)Qc$?(;t^C}|y>wzB_!^r(N95qLOeHj(G?sETKJ!54o> z^B2N-(@erI0tcg>5q&qaCq~ZGmHHbVMisvKEEMo~OgL#!g?oQ#a^nF=tz2#ozJT=t z_NRw^H+d{tHG0TV6$D`yLX^hwZ+bd|P~k@*+rlnizj-q-GGga)n?^}3KeoZks-)fI zN)mn@ATVG!pZ{W)(LoRqs=MRnk}Ci46vhQ*yoas= z)_aetm}(%A(VV)<>8(s;DiKX_X{p)xpYN=?uunq{^BmSjD-%HF^!M{sxQWo&fz;a< zTFwTR>+|}AwJA9^jJM&pXa?zd5l@Fl(VbF$QSZ#2sKyAnI5mC?qB=jAK>vCoHqp4h zN8(wyt#{)#kMz|6tc=w>leP-JcHFbw{N*tfQ-C)&=%69PULU*}ez4GxBoj%j_WASl z&duk~pILQke0ld9Z@DTi2Ljc$&)@Ry8+Y^5q{VbF#CAH9*}dJVQV?Es<5%Q5WXJ@Kzb14Qw1Dtudsxr`hY7Rh3>ED|bgpy}QUox^Umn!ERw+nW!3E-JY&trGg< zlW}t82+Sa;p=$@vb(>yLNN#W^WjhlwnpLD*EijwXbgtG7wF+mvT=4LH@V$8WE_x;W zJ?6grmC<^-6BZu|J}+HhkH-gctE{D1hq6_V7clWRIgUa1v!tj5{LImQF(X8&;WaoU zSTDH)lU++*B0jyYs*Y$Y2iF+wWrZs~8IMC8w|z+4R~OM-ij6nO&8`orjpP9_a+@sM z-XjD(cXrnsTXO-+VO_t4=_d9Nr5~?B_L<&$1KwcWYELfsx1&fZ(m!;Oj5QkSuKgdX z;aIhZF@wJHGiF0e*ao8(Q*PXSr~SmcNcr>!K{Cr?Kx$P5<{Ot&IF&+OuK89=*z_5h zxN7d<>_DFu2dsVn)T?cmJQ+5joT!3uGh%TsBBJf-qfaJKv&5Z|2PD)9LqJKmnega?M?Ee$fFpczyZXdz5~o0@yQ?3%!3)DG>p7HCPzR(svPhYFt#mrZ9qUOv#5TBHf3W$@$<{v}8*FySC zVBwvuJ_15Erkv>#C9;1r=GnvfNhn^Il;)QHiD1t(TpMq~|1c`)B&0R8GA!iV>SmT!!w@M559tkgzlzb9cSX~xFJnd};Bt{$TNnwYy;SbeikE~1lmK1|^I!yUq>CvnK2SmYGA=Zb z#sOJ!m027iD_+ByD-#;LaqVEf_A6Hu(TXlGn7_1?pP*(tre}rxt(i31NBQyhx(iiK zK}74ro^T76=(P9p3ELsN`{PwszGI`6+{A|WAnz-bt zQ%}TVb75x%u`3H_BOZqVoN{Q z4mE7qUu2T)?Rh~i!?MriQY1O4^WoQ7wx4-Ls^{Jw&+=EFVwmI+pOVusi7YH|YEk|A znB!1?Hu-`}(!`v{L?WVNmcwDI*@-z#9k_7*+rE#+BY={he|@B(pFY9+2cMlnCTu4WUn+it%vJgMw1;A06dO!8khH-=3l`_) zMO6~tk%?aw)7ycVHfqx}F<~GL`ggkA>3D$5=!U5KN6z$;kBTdpu?6;5VxX9mOys?%>7IfL8 zUO|eb%7q33*5%=%F0$*A>BB?}&34r9s3PEr`!h)%@%+PhG=sx;@UwApE3Kyufx~x~ z$j?K(SGQ5UT9yo-0URLW$5?b74-I>iPgv;ffC0}7C?#exU?va_LLFx+&p%5tF7mn_ z1+?^$-rao@#fbgP;qu~6@5{}_-k}Ntr`fo2gR2W9Yz;MfV?ZCF@7u>KRVwpQbB&0I z4o9hqz3JD3B@$wDwYY8<{0gsFkXvo9u}_2js5dn#zOdydr!KgF6cQGVXb^yGtcCO$ z7KN|6s~R*)>K>dipF@jm7KbD_!f_EESr{A^K+9|jWL|J!Lb`3_Z?YR9g^BMY6=4?3 zHhe4C2Bk4Gb?tr--0p0zKyCEX@U4$J)@@6xLcSCVwZ5Ei0%RlpUZL^2zfa>8h^KY^ z!}G;-U=}NX>;^!>iD0T;qwjJH2fPb85H?cb^LCV4@qY*2U_ZEm;R{c53}e9X?=kCMou5ND z+apTQYymR{+DzouT2DS984V19-fFWFp9Lq$U9b&9{(JEQADGhwJc3rHfl))C^=PmT zUs;;DPL|^{{iA*afSek+O^b3;?hk!t=Wv$3ElutGTv=yaU7p9cMuG-lnm57VSZ%f zAl@o@(NKH}#P1yJw2b|M7svZOV#f9wMK_l?f!#LRZPT#(P0&$s!{Yx2nY8oNbw1c9 zOiYw)Fu1zff$BdQuY?qczd_R(oXfNE@alo-Z9#(|%`O3|k2BvUs+C7KA(<6svm+Tz zoh|EmpxNxM{H5HB7`psN3+|YOke?~<$kAB%=yyKZ+`@hbsQ$+V=*MJ1qxcFZh}I?` zs1BZS=>5z#>kH+tx&hN0@8g?LWlAm12a)EBcjwC;a(sunQ<^Vq;dA?Pb|z%y*s9@& zUy}d!Ahc2Yb3BI^X?6bUU6-ZFL*LtqeEV4sjPN2=QfEzEzN7x((WXg1|13-;fPq0U z>vBgREwKjZr5tcaRZ*#O#r(^=OzWdAu{YY(B0mGoSA(Od`VY$dhYcJ0t~Gk&LbEzI zG~b?z<%Ic`V@_H;Z}Ly8B%9>&O_ZJ5!DDq(F0`O4-L|HKQpimWF$S~yryzIRWnp=p zQ!_voQZB~V(a0!AorgSs80vnI7wB-oa(d5%6{?BrW%<0M1p*rOR}v?cW-6mCR$(9D z>BqZC(+?iz<}3O1LOlteKriOnc;Qki;Pd0<3m$OgjlV;^#7pI;aop1Sc|R!QPC`izHQw~Iz|N{iFYk({J7L_7I?x- z*H6vR$2HY)c$vD;(AFp11US45Is5AXz!%s<{WKq4?J+ll(sWm`nVRiaC8ZkymgU>~ zrv?YNzBIj?Vy{XH*CMN(4cagBEuM!^EN)X^6rZ?PHAfqJ8DKmcMc2<6ICJ<70L_L! z&rL&5{&VFll*3Nux5JqWoH^x$>TR$wJa|C6Q?ZRH{sO2JRbYTQ?nH8xj+ zhENK5Z!Da74>(j5t{KaNTTrj_Z-7Jy~EuE>G zzOVZ0>sngG7T{T7F${~2AJ&~cZ8uLBB#&R@e=>HY+4WF~zWw89hsodO!4q%(^}0p! z{|}#MRN>xuS?BHqK2hM`wm_M&?u7#F{e3(0f9?RE_2mCQJU{PWZE*6XjN=B-SeZhi zFUioiGlj>paf$=!;`sPC{ABC%R+x_c(Nd_c{cb_fU!R_>rGBd90IruhN5J^*14s*M zR!Mmu2!vy3XxQw!`z{nasourj+?>%8l-X-tr}pWS^gvMsnW$@Wp!CzACv5+c5o^be z^r2^SmRVe1#%O$fE^d_1OxW1Ba$?2TZuToIdw>hBj!!F9?f^Wm2kz>BTY?88KD|fp z?CeZxP5P+*SwrJTLPGavad8aXC!xwG)HSWdfdlmh-xLF5j)r!iZuHPI?!ZiO#Ev2f z(vy?Dw|%RV!ELTs4i(rx?>Y-}Sn23UrsL^D2ShyMxIC8UtP!QKfBpJp)^^X|_Y8@* zN0B|ey2f$;`N@{V^2$g+tE9UIF|#s-heVafP6xcjEWjfc`;(80Xtewjjgn)DDI!wB za$rru@!`(PpGP1B!lng;QW*j(sBd1tCvmfgIY~`Vuhf+G4}akyFpBY&c**?{pcZ59 zWI&>mRf|4S3~XhZ(w`y8Yh}Aa9yCR$gCeR%Qu47S&EVtRFbt-oxSDL9(l9lCdaH?}HO z=Z$-PeeJY%#RVTXedMqA56Mg^Tn!VLLmnPS8>kX@w0<||PV5UU9yqs`&=UK|+Z!I+ zD;(g!T%OcxXBjkj&VsM=+3CQ@Lg$^-IK&GY(tMVvazw65>e{ivol!Hg%cN*Zt~*oz zN^oOp7*vR@&mT)nWd{?6Gd6s$dr5?i>}0kqh7*{oeFM?Y zW`xTnxJ~uTRZRv);VB@#h+fGlcC`|lu1yAo_ZvKsf=M>v2UmOh8TrdQhrY~dPTAS^ zLpQKPg)DK1i!L$0KO*#SvB>nbb1xU1|1Q0pjc6%?pOPw@o^U-%7QrJEOB=Dc;_ zD>{XoiFh)#D-?NZ5jF^y-$&oXp-XG=PoV0}x$#W?tEFb2(C5<^ehohLtZQ%>$-McX zx@2Dz40OJ%U5s@qqY`D8Lfx;RuJ`OXa0M#7 zw1j9Zwau{>4G{K>(&x6D+q*61Ew@|{*TnHRSuC+ShQFU$E@*zhUL5SqY+rXci@?Ut z5cf+Zfwm+j6&OZ(6gcebS6G6%4Kn@NKuePelLaaQrkG_y-0XBl)Z(yN$y=3Y4o&Qj z`|r2C9quoFyR`kbD|o5x|6@0H^Q^!QxqdSZ1I_vULcIT2y*kX;ygVyoP38SX-mcb> zI96GE>-z=Atzoiey)ASPz|G!}Ma5*E0?BB)P!7_JteFF!X(}g5pK{O7%me?bWHN=Z zpvw6NS6`n41kyC=qk7M%WUY)OP@nb@Xh@1F8OUS#$uM|6NQD-LIWU(iSmB|#<)qXs zB;>M1-t2z3Rc{N;Y&(E7fbFznsl-yf?iuOqJ{wF(D!QG|TUEXo6bu`10$r4%p9NK! z@q}!8i6m2_c=K+d$M6&2n^FjD!nx{l-8C^j?cvGPyx`lVMY|J1Q7yj& z`}fgCux!tI5$`u*m^J&9REY{}ALK`em<2eH)xCM0QjC)8!WS)-aK9*6UeChRbXm

KerW1yT-Cg?%pTu}t$q=x8x@bqh73qmz<2t|C2zFun47+gdH~if1j8r3D z&FKeN*Cp!lpINH+59X*T7aMB6XJ5ESvv|=|tl|Ig(~QELg{hn`LZAvH;#t5`U$_LLqR@MEqA|* zoN`fsD*e}_rof&DuA>~!#YAKytYLV(^P15tN`LpXfh+d_#PL3$SnA*fiO%^kuK%~tF}K&wejZn$*8deH7k*_mL)No@_50R z_Yi1tdV|iwTfPTMNs=O^rtKx~T}Q?g#QOp-EP(eRuUT2Z*PNxa8EwJ>MFR7hhJG>) zN5wvLnkZmcmpf>@Hk18Don$#qeGZp^*Dc?|8@N-t*9P7_jMXKWhXAx)2(B-2obRK* zE+2IUeSJ{EeBM|vsoaE(=K`B8hKhp6t}9^9j}MY;nC;W0)X|PFTxZ&b-%gRU92+fl zuh*j)1;xeaZ+!HCi7#WKbk!2L zT4aA6ibXGO!5!W`Jsy)K5khq%TIA8Nn(*X&6z7-nB}ZsE^5hMG-`-ktZ!Q*p<6!@G z9Ba6eaIfqmAATLCuPT;1^mvGIDqi9fW(}d$U(Kly!f35KQW@H#C&EB3)Z z;80$uf1H&RrK-Wbl|lAV=Km>R^~T%4hfSm8qT0TuA^>7hVOpoN>vdQsY*Z$}D;*+4 zGLcilk=)N5mz32pIJ}pZlPLNPs|sXj_T;XAOiH6wchmIkSLsTYoorc;8NWL#W3wMB zZ{Mits(`i4tHArgrkR@;lPbymd-u^hWP=YeuC{ayF z%-`s}nyrU;N6A*WFQ#ky46BHUR7a@8Tt0I@z5+h&=bK0UyJ}W@(o?2d_7xD(*$I;O zO<=a}Ql)xh$NZ6Cp>5f6ZR!PW#~ro4B~aB7pKxl$OK>&;~3AeI%eN; z_Oa>MW_=y5FLPqpYB=bs=&ap~;*6+0>G&usw_RCXe7l!*nFqakTb%jQ2(w2pG}FyE za=j%cD{JYa2O?ZiS=-GgEt$2Gz~6U+_UAtOwSA2OH#=+>Ju4+&{J5N3*4X4h9T5@1 z4&`?^QhM~i-@k7S06Z-E*4*ag{P{x%x2NS$OQ#K4|F6EjI;^c{YnPT5Do710UfiWf z@d5>kOOO%>E=7Y=BtQkIV8xwM+?^C}Y0+Q>0woYA4na~ZNPv8s{?0w;d+t5Y-G9xV zz4z?VHS2xXteI)1UDqnly*fFG-t(`05>cHJT#;v9BH|TJd%RIuZ+T!3`6!!)qOF3` z62tl@e<&Sg%&L zK}97cN4$%dw~Sr~c-?GwtP$mzgfUJA%!%5jL2Q3P4^CBLB!VC02I}iA=Eig?!7a?D z%ou@Xr+emODJ_)4jc9)pe^j;a$#d&UG-tlM&jSqDJRm|6Czlm`--j`l7N__zaxRNthCpL{H-0)M`e zfA8?xQMi`s#AC3p8m$VdFpq2arKWBc949GXUld3?Nv>7p81uOqqVj{~DH=x}6pd~w zt283k5-?hLa?o`aMp~GGeUyOcU*Na>qkZb)PD}>@(EH{_qGeGyT4m zgpaEOLpw^jbP@0_(4S9>G8rPsbnoX6emshhrxFb{JD8DRy?$K2joq~hSte?nOpR)B zQY;M^D1x}|TBMa#bqu1n39w{rj`-iyG9v^Bi|$2s1;e${~4jY)0Rd>VVJUA9`)<;sSEtwWMgujRGw$@p%~d}OsY5u;0}%%PYq&BRz%X%719Pq*Wv zP(R-T!dzu_Xwglx>>Jgj{xcnv+3bTim*A5*b|PuTuFI2!?-PmH*^)7cIxM#CfxCH6ZPLpB=GwM0iVi-8FzZJV@0=O8Z>nm6J z{{so{F~n;wY);j+W*tM%@i_z!+$P+oZWw#?n)wt!kTG2dgl0J4=obGE-9jVpqg^Qr z7*E`?)+{73;E4!dR~Nd-X9s&^c_|K7kW)K7L%-lmg>PwdZgesb$U7$_h-7_iQq> zw5$SlBDN5{q_3+Ri`m!^cN%4X#Tu3V>(?`Z;|;8HpXFUQVxkAHgGScl_jGPLT2Fed znL%O2#Ui7zl^v>t#lja`3LzR$+!xTN^0J<_h@&sojSTlq^M{B$j;C8z1sD}V%pW=o z#91%=sH*3$Y?NS>eW91YsXdw*FlVz$MD!In0JUD&RcgFK#P)NrEk%P`S25U@Lw(8? zPj0~2ML|Lol`XZ`UcjbCv7s9pXtuLhWu&C^ij3s7jjgR(oA^b(rDbH6y_&{Rs8U=) zj?>DfnUlyBqOZbqChkdD&X3>RK)Bn>h0Kq{1x|e<3i~PUi_uP(KHvoK`m-KzOuw~4 zeoPESwBPrc;$rTuuCDcy>vzRCc;4wUd0AN%NnR_~)YRO6=-@-Yire2WuB!tHrf61FR5&Xf zr#TF@C&gV9o0W~>GLcm(ZaYA;Czg3KiteFZ>Z2V#fe&RB+N6|Bqzuq)`{;l-IlzsF*H-Q z%n}w1E|WhpV3ZS!xD50sV*Kn+ph$v&!akeNK46?(4lr2wI&uyQg1A-0FuGhnwPJp# z3iR5MmoRK~-UICqMpK3Sre>HuAYjGbIs|ER`1#^%C27Q2nF0lMMA z`0zwYMMX61k_W{NX7OWD8l>trzGFZNQK#xapa4Pi`%Rk9^xoJ%8s~G`su66+-u^h> z&wb{t6t&%9UEZy#4xod)(BnP2^BY7_sg#Y9+?Yvb{o8R%?&9|p&QTxayGMes?PUtv zXugy(Z8RE<+1^e@APa$rvcp-J%+-8$K=$!Msmwpl5FAbxBK3-}2aI*rNO-2I5=E9oMyr74Q` z$aOJ#F?7)RcueVT^883fQF8-fudbO_gID)`(sDCj;=>&cxdhs>*;xxWIZrTi*718Y zO2Bo8n8=(urhx$%;+*P}xv zR(XFXWA!7C+3U?|FFU(P)_XuxRV7PEoy2&4NbmeKlT<5!FvJ`ehI8|O&pqteOlG%_ z>QIu5*$TQjM@Lgp)uW;re_yuhdNyccS&aA!5!qJ4T`oIeT0xA2!t-;MrAb;c5@3*C zk>Ph0)I-zwZlpZ3D=TF@x;$|>=+KUF-nAd%PF9v!4(wRp$J>-v78Bq(FXy-?sKU<$ z*0&+P;KXbuVYmK7o^;t`q05B=L(e`-`ePk(E~hZ&c}+Z9dhWWLrB;im;N5RTUB@wu z+ZZ)kYLfeF=7OoxshyNx+nF)`y1_lZmjtKRpYuAy?l`0EaoM_&=D3+;t@FLh$&}9- z^vaY#$>ri9SmYR{-!z+J&pBgUue__!%1i^oG$UX)>=rKZYyV{|RmX|IFr}>ENvJX4 zCV3en%c3X3>u8T+nZ}ys;2+flf~%HY7H{?7r9yAMPW1dOO`B4a^UJYWX-3hF&i7m9bzWNDnOGUKrvvv%LnG2biGkZzA#(j-Hf`$?$ zmIA(W7L_AR)aly2p@xk0$)y#Il>lF;D3PV58%sdjKF=*rip&udESJ0BpF)HM?9 z(;$t`j#eJ^H9!16I+>?=pF1o9MRIzSzj8jG;A~|4paaSftpQI(jt8GZ7pq#mTt}em zfbzI$^1BvP)`^_;ewV>Rc=>Wz?REBRpc>=bJp-s6`bB@>BIGTn8dz=Pj8za4cqJO! zz(TFr+Hu(;a^BJVmMjT{2lV))uTWEt74Bhw9b973xX?ATqp%x>C74S=IjLtB8Jq~w ztG<d7pX>`I^$%`8rF!D(S`8cR z171!a3K4GYoyPiy5~p|;OAGTlnpuTCJN#h7QFWcnmbi!mk!X`*OWU^CDahdEgIjx{ zTUAL2q)3)0m8op1>CcEw3@Wn^4~NY2pbjs#0*ViZ>}!O0Ya> zZF^dHPOA9xfm>?hR6^LHCJQ46&A8C5x7?EEtYh!$ysl`;mN=HmG(3RS7QQG9_ID^} z=;=sg*Y0~dp`0N5(7~dD>Jmb=jD3-04qC;$HvS&Vwb7D2S7fJ!JF_gj9_Uo)cv41<*i%*-r=~QPr}25@$I!HAN?EB`gRT!e~gHwp(kpRXyE>5w9D9@=Obt^d{3M zBt!H+7!^dHODeyVH2k2s*?w~;H!7Nr-q599SK-Xi)5Lr8QVJvG9C8uxbx1^O^mpN9R zBUE|(!$|HlB16bUjHmOv9flpPs(Uo9Z}MhZq@iZ{X4X5#GBYknfxCLkiCijw$c$05 zZ|3+YTZON$%SL#N#)^81|528!0hZ6e$)X{X&)crNB++fkVd`vjIrE8n_UpnDSxx%; zAL?y0B&GH>ckf(fxp$$V!~EewJjPXWNSdYA(+uUnW66-JERS&cI58FG^~y-yHT$`! zXK3-?{jD6YC5edWa@C(G8tV4%c-FhOv8H+db@Pa!t??nV_8T4jm+_92qW z)Nc2?Q$TaaLzmBbHmZ04O9gDKvTYk2O?USQVv7uIt%Qc+Wj4XTYpsmG;pXLDy8iao ztGJ}=CP ze~y1-@T#`@iJ#g#tdpBeV*#aSRCr*y`I=m#jG<>LuaQY+A-j6vX%=xr%ut-X_iG;8 zxKPL0o$JGr+D>5X+c0+_{oVV8y!1qPjWp)e3g>WNF-d`?va zKS;Tz|CB^RkgtZcy*qRUo*ul6+rUjrhI~9^n1!CwWads(Z+Oyh#ZL5^zJEf8OiAYd0~|DxZ>BaaYeExu$O?m!ECMTL;c~+($WV%BXiae zLb~`B-+hgqp{JICO1Zb`{fa{qDw7?=3$#q)S0}$^*qGHj*~UxQ?K7M7W-U!IW)vW0 zS;=XsEotg@`qNpL33HdaiKJ%>V9f@cPAal9A+ z$}SLyxtkk}Zwoy5Y~y4lQ%aPUlUG_A{PX8eAcV>AURg`73YGia0KmwGoKr1O(d-Y3 zmLEu?DZASIoIUb9pkSQCpEemYlPvF~`ps4j>uVL=%Uz>iN(z>A zZTILOiYHNSgY5=VMFNXI=~cBiYbQ}vVfH{p!F%mT3*JV?t-NOT;Wt8e-+s=^n`(Oe zgZ?)|Vrrg2$6i{KM#y6Cmz;#cRhEU*o#0XNDA=JprperoY^|OiAFrJ>6CJBq8dsMXSSyE+lTqM)pLp&S1;s#EH z74vP8@buI4L?l%~u}}KyA$3{p!}m#>TcOi7New(|QhmnujtmCbc~8`rO~K~zVviG^ z0tyUGUk&Fg)e=&{A1^so&bnnLH0w2(p6*0*?VnUpI+e_^JmzaxfCvrxD0K0!N4pHyg!+kr+9N}p)h}6d{s9Yz&Gnh4KQM>4L0<_ADZj~mOB@C^ z)u-gR^a4lXq9yIp<+D7l<$VV5Ds=o*5lYyJ#cZA$c$!!Ws5fslLV34v;qTwQ%Z(>` z!{Hc^Of9)`Ag6xw%ad`cg5Jjbx!>c&S}nJ%X(-TmT;$2VkN@0N4gabbSb%Et1Mv0G z9q}%6q`%^5&`EiSf>ff%^N$i&dJ_vQAlJlVz@=!PmDge#Y1Gp3kX z1AgWjVRFY{f_t!4PcfbBN<96eX6`b99+Vbq-kT z;ak33EHCA$#K_2ae=BzKKg@~`ASsnDC=W6MN_6I5ME45H3XV!3SFptw6dI8EEMwlV5Qzq8SE4Sm0+1O+i5 z!6$F@Z$^Ip{COV{-2p7?Y3Zyo2AB6U)nt$j4}$dt)aZq8tfqyYtoEpJvv~D4%c?kl z=7whq4iSN$V2N|#po5Mel?llVp&gW8$#x&sWqUCb0VErS7%UD~77-CSITn(@bkSJS z=7#lpFG{RQF0dVGLv3OjA2srF)j(Uq#lKrZ0AaS-<;39jm78`d?CEIy9po0OqWS$` zGg~E?ep|o@cKE#gwJGl}#~Dk55xWAuwMRz_eK(r z^%nVslA_P9KVgSH7F*nSC@9NvUq%NYsUk8)4XgVfWTCk5YTKreNJ|5YZml$Jp7gBS zze?8(VKud@`Ms{`C0&OKxt;bf0g~Z$4Asb0Ug2MU{>Wy_jciEi6sN8*8eQ33R3~+pXKWbkO$6&ofyD6BbCb_gW#;^DWU@51> zN}})a1GndKhBX=vAS%*P`~pk$mJ%Sy$<1*unmEyZ?FB z$*d&?V=}%8n?q}(ya*2lB?@|FxisnhvhJU{1x+L!E_rWzQ6sY*bIA0dgpiI^*ueM# zz5<0so7ZWF`ww}-B{Ia-0;mMfS%7|d%TE>d81s?hEkE@KSEI8Q@$u4fcJ-^rE0>_x zS|LwP&8Ps`&E3*EQAPi5?hBoOv3SOb>p++xA>}E1nup4WVo0lcULNp@@$^@BUempmvJ< zUbh`>;QrWOGQ*WO0qt$;AM@U*R=`uJh0PKbw+d-A4yQ}1bv-PH8}bU&cqd+_0U5O$ z&+7SziXXRO}x3|TwU94c*HjjayL6prMtR7COuc^#ph!ChE)Di_gh^2h){z|dC ziIUsD&uYV`bQd0!ucGktq}+~8KZ6A1qMT-L;?8@Mq`i zA;cuK*Tj9X-?u-*CGlHa`DO!<*df!D-_^P1?%Mvd+4${NWvBRbaMo(2jCJ;|vFVUy z+2Im559c^+z64$n0DPx6;9Iv({K2%e(x?rEoMkO(({_W1-1kR7czZ>6B>_4o$hXDyTmnz;oe24cfe4g#Kh$`CHXb31tE#mbO(H8z>~r z(VUgX_nnHfE5*Wfg$7=}k2f^XiXYjX=81Xr3QA!wlT-ruBEKm9;Y$G&%)$s|XIzrh zun8x}N^yOt3pWulW@`)C?5n%>yM^?iif~f(o>?K}1s}N46nBU#^+{92haR@#e7|r> zPH!2&wVU8Cz&QJR2-cD^GiUc&O-bz(sUiRFv0rO9rEPgBG|@>xg&h+$C*t zZzjagW_7(2K+cR-XvJ}VE%O24*_@WyR`mKn;XMJt8clRo{6If`S-JpjmQ-g|xH4;6 zegZlb0Om=SQ}cR{;<7SLO1XW?z}>zaazf$Y_b;Nl$?rA%O)Aq@>#fr*KP~i#2}pS; z?fRsV+zg8^LfrGY9-qiiEteNxG`0Nves_ktmcg!`J&A_}z$Bd%g`Td5lPb4=VzpRT zz&9E97S5=-N^|fyrJLUOPbtR+n6XJ5fl2R2_l?f8Iq#C2qYK8)NNcvYN1cX4A%Z5o zt8Yye(2Ug(d?N!oIgY(AcO@@m6{ScztdqP>U2^jo z6a^pjYsiVewuNp=lZP>&7Hx zUG!w)Vyz0I-{MU6`IpbwA*kc}iAmokv*WBlb=_0%hIEKv6L>4|*hE5#gJV!TNm0V> zMXj+;3g}?C63N-YHO8g=P&1OCol%FR<%x`DW+k3h+&2qIe16XDSkBZjQDlt za%^e+EKf?Ax>!W8AIdivsxnyAod4zB``A_NZ9vq{JB@$O z{YV)ho3gQTUGcg%wS3ZmAk-5_O_ZJI_^J25{^ z1=z65$7zFCpj}Qg<1=>TMu$jbl)|&3)}|u+Adioup{;7`3iWUF-qRMypJM}kl0g~9 zf(DpZ$0v$4AQ4sd2$}j^Sv6I>cfaYrNq&zd2vn~1;)1MfK0$jD0uGX-9#3@nYuYy9O6}3e%0yJ`a(u*J~_bQa4{48Y7(@7q8S`**o^dN1DPZ~n2v8(%*g`i zY*1R`iypjF4e#_r!M96HhA2F$`SZObooTuwlx&HQSxgk5tz5uM`1E7#_JJ}t1C5V< zFGvb1`F5l5tXH*62=;h4glTp`S9Cy#E~3OJx5Oa%e0sOsKcT>&;2e8BOo$eY@BQxV z?97y8wbnUo@}b@uwGx*Tbrt9+L^RWYN}GqY;U3+m{7UpxPEIb+XNxW6xiI@b3jZ~( zyom~a0Aw{OfVG8vSelw}5GS{lJIspFjR@03#Af^riq<@MRW++x$6R0&1}9i~p27)fNPw z4JE)D;1An@0rRzhS6<#iaxS=TWjIIIp5-&(@4eppku6;kn(f}Q)u@lAwxziAh5d@m zik_NUq(#t{xKx(TTsA(bV&6ah5r~^|gb^g~ zM}wPvN){FtUV)Q=?3g#s24Uso2&a3OzUc}3VQ004fl2w61Hg|p1Rc8bUXEMxkv=%x z8{TL;oTX1XxJz;A+Rf0T@63h}NX0|Pp*O9Ycx;F6RiHxNuvRXH$vX~Z>H{YX0WLYJ z!RQN&)%i0|EwYW@7J$1%Z@7S0yw8q@Lz#Ab?_4C6z@^KCtKHezF=PRxHSK~l#iPl| zc3i`4ORo7_Vby<9LXT54baf|_Of2YjYk^96NCm*kTM=Jkh)>J|mXm;IlqXJuxxWEh zduO)*eCBh0e!h3Mv7bD!Ds?iFIi&Z~IM688?5wOWd!~q)a^)-d4fAl^_@N=4sVzTr z;6}x!3ehUnX5MDoYzW?MYpPBSRHQ>LEj9PARynBz+R?moVR6xSZ&30s8SBFT)gE!l zQ+~OaOpGvH19!ZY(4S0XUMR1o17>hEW$^q7th4ycsBT9+T zXN(K*|E({iO$YbwRCnINFEH|Uk@$fIkI zsvTX+9{6ca6kFRsT!9e2db}W|-9gm-ALs z_txsgkJ_0!q*S1!2JRqB%b)Oa`;w}}=Z8}kKTayeg$q$H2V7>nFfyHmLLcQj976kf zw#{@gcMxxrtrOtBhBnRoJbqH?k39bJ5np@1JpZe0Fa@qL?=K}NfKHEgzJnv{nhj#? z)3yao;sFCgyera+qQy{MLua3W1`HqH$t(fWvP8j`(9`DlXji%@jqGm4n}0K}I;3(v zQq^IAwdjKWw=uH3mY~nC25`s`a>BlK>EO%opX1Myd8B?I$CnW166h+I)a8Ygf2a{F zT2(oQ`!(N+U9!hWj-v+`kEcFDlPgM%?3R<&zzLdW6w&5%e{(_|HM zQ}RD$6x0Vs-9N$KqmmK4|9t({{NEz}KOEG5XN>-S@V{0A{UVUQ6n{Qf<<>iW@km`o L=SiiK)vNyjrNbZA literal 0 HcmV?d00001 diff --git a/articles/ai-studio/media/how-to/secure-playground-on-your-data/search-api-access-control.png b/articles/ai-studio/media/how-to/secure-playground-on-your-data/search-api-access-control.png new file mode 100644 index 0000000000000000000000000000000000000000..c530f150177d1f52a9e9fd43da375ad7501249d4 GIT binary patch literal 62240 zcmeFZbx<8owGw}-aA$IzWdJ^iejdxdv!1A)ysx(B?T!oWFllJC@3@;X$fU0D7auKD3}k=5P+6x zJRLvaPoI~nri-$XJB5Rjy_uyAh{DCw0Ym}vurz~$@|dwznni1;K!uopj9x;-U`Lnv zK8D8UhvAS*vm=vk;82Zpd*c~88Q_4*irdd=4r3gpMnsYm!j(d&kjauU9ALJMuiK{AI4+)J;)Fr*O8%E z6AtBD@$Z7*-fsrKb17vU9dUF~(ES+HNp;g*T^(@Y+AuK95ozDx(;fTEe0dXz*nR8a ze&~3Kj+v^Kmn!&9WSoIIBP_fQQb6GG21*pw2+Jru#fz;XIb`!seP~RH`}53o-vcmf zHjW&^ABmM$qi7Kx!5(&_BfN*$p_*FCVc_t5)Ow0z>Pb-2B2N+to`+daPu^+=rE%F< zrxSif`4=oORw%Aojt}K#`7h6i3hm;G3&AUtV0haX?XIaN(uPPfxfEiOq`0a^lwyUF zAHzBJy9FRQ(ZX+-Qgm@yoEWkZaN|}H?}HcTQ#(^Ex#IV={FeE_ECQg29r5bHm!?cvQMI{&^9VEDh_{-@sm;QrVd=p`@DCt+{m`mj71 z2|=od`T0!kO)O3M9&b5~Sd2N@*?1YbjktIiIe0;AjJzh?T#PK-AXY9;E@L(>9*%zl zC1dC8Vq|9mdH@9gXR-v~aB~~8fJ{t`8M)bc*%>*^OgI>MxVX3(**HvC*x6Wl*iFp1 z{|$tqlO-UPMmGPxss~V}04P%~7A|8RU?H4rT%3#?Cfq!XJZx+njGR2&T-@xeY^J7M zCXb*@P5313ootN&c3RpRnS+=e?93luJP@2uR7pmVij9foKU$P*j9kos0l*%xv@^AL zcm9u8s+P7O6&Irida`n}vGA~Pu=28UaD6Tb&!)YAd3%BSy`Cac^=<9Foq96 z2OzD{gQNlg9@_zI_{5z+MlSYFs`mCaf>aNSqIekjuh;UxhB7sBF_JKH0Rcc+*f{uD zxcOMwR9V^iSa|t3Ss7V?mVfJSZ)$1g`Ty4YVf#=BJTYC`(ixcF^Rek^PpN<$pPrr` zZ7d%*69vWNw%{`|c|yV2$PHxrxK04p(<>7TBRg{tpg;Z!>_6?6{|jL-<1#j4<2Ges zKpdRLJVr+U8M?E*nTxxT6G+q?pd&ylKtLa9Me*t{ ztLXl7e|HPe10MjA0Yb|7ZzQ8){);U0gU0v=TLI?(LJxt*4*#ZNfN@W4fa(G?A@jdf z;a_?^D4qX<*Iz#TADjUI{XdiZx9IynzG;TKv)ndS&+ zM0Amne}lM%i259fy{TRN9tw&AN=8Cd)njIF-d{JtwfX)Y@$1NpaXuP95%q519?N%P zvt189`2LOWiv+zA+!b!0Iq`2Or?lQ{cb?}|hmX*el4B9p7n;4eYyE=pQAR1hWL146 zajDl31<}@dMtMYnWaG4Zpf%w8_iQ?_cTF9dv)L?hx|qb@ ztNy*+4$SkXEB2>&8^u5OOcMXU-e=QG3W8AVXnzqXbaV(5WbDM^y;Yv`H9@8I3uzKB zs4O8+eD5gW$+@Hdw7@!_R|GDdQ{m@op*LW~Y9;MLva98?cz4A=gs{@%^j!_X>h8Hp z>iJ~YkNsn#^9_IFn!v^T<4ZzeS`f*)lzOc>sc6Lg8XG`<_R(y)K<+EdI4#xVHF8{E zi1HH$T0%&@=b(EGJL%hwK;BU0%2ABrMFGi*`1lL`EdM)RC|CqkCG)Vy%OyaTn{BI~ z+wpVP(sc{0W0NrK4#u{f^rWiB+nof|*BPRkiN!Rcf!TO&jpukT_}#u!KQdtL<5|aQ zjLP}6xjEzIwE4}ScI+7U9$sd7maRkPR;iZG!<)Ad$j%XeCDH;ZQg=eQMm>Q!u4jvU z$Ii1~>2={RSewRaixU#|ve)*pT;D&gMK{*$<%?J$<|a#Z2_2z(i1Wr^T6Ye6Jl|S6 zzA!=MJ+7|WsiUiX$9a63QLDX!9&T9w)r+5cm#xRJ8SV%6uX_vxaQkh!xr-S%&#GhP zGV3z?RFEf4nENOw?Rdn~`nuvuYYDt>xBaHbzc`5_AUW2U5bX)QG(K|p`tqA$F)#SS z3~YMRv%%%Dt8+6Ps~*zS8{QtylBeXRPpTTz#1JzkQ#?b?{rMXxnrlX5Xr@v|0?mHB z8Y4Qr`ryp6Y;fK8dTiM1ykerz-&bqkYk2$oESaWw#Chw^enPRd<+NgKdzqY$!d2O* zUO~o6r%IW}EE|Mle@jjQaUy|^;TA5EuCV7L8lTB=J;uZ*zTQjEbcvn9^|7nU>1xA2 zTIzCz`G3kBs3P07O!?cJI2I!5>|XPdj~R^k$fs3|0S82yD$AG5`9k`-pK|YQ;xL2S4Gt zCRw$w)OY*WIw7{>a*|Og-aBsO}Z-M zUzU6_^GI!uZ6;;eXct3_>G{d@7zAnnvAOF$Q-z<9DLG(e>)K-b?5& zORPNGF4QhrU$X{7E(=ooZ_X^oas>($@x!jn1beB?%P+9O=VXGzjU{|By?L<%J(bma z`PbB{Ej3Z|ww)O1pVtIg;?~soe_T|58=8+k_J6g$!m#4{zFatxx~fN1Nf(_yKP029 zXunre4uhei9zT+r7E^dwZmZX+2<7E-&TqUtX4m7Us3PC0lDXPNyZcJb<8BHtH!t50P4eVuPE_9fm(Id_x3+nYL0ykn+(AEeN0Z9$_W)yM?`5$46n!q+7RxaVQDmWMCt@TJ1WVyTU5~ZG^OJVRbgcF_L{jre#YmB#(r&$-g_r|P`?JE+LgZd{<%2){VJSW_Iy2#1gP56N~ z?wEh)0fgZ-1l%-!4ri3g7BOZJL&Z_c4L#&l5P=_;P@ZX(4{PlvB*ThCz?U7m6Tv1h zi7IM>SLW2FDFzF>lpNgm6~FhC)JP@1d(6^$?v{`*un4rBEDrnKeb4ktT&4FaH}j;k zqBmk%L@aDGIUbYcx0rIDxLhq~WUIc?;Z*MoFWtdAsVvjdMuxx_tohZ&PU}vuqu6`A zk16Fup$GYQifFn)N(V?(AzgW~sXU2c)`9jyCbNaRvyBsddnu|HWh|FbT9G>_p&!|$ zb(JDv9dH=dKEJn!Yv(`hS5jO*RngL3qIhLT7~=nNLk=aBcR`xU$Q2hgGsN{ARjf(x zsGAz+ewir_1uyQd%i`oEg6N-D#^QA2STYNJEB4@pjn>Rr$QJ zvrf@ba(u3978I_U3z=qwpX(qaPnCbm?yPPB6mUeAc4S3aY@PF6>&40n-c5IOl!=XQ z`W^U5Dw3M+Zg1ktOp)m5T4>o%EuoZ^{S>?6zMUN|wupmW9VHQbo8Sw`9T9`PpagXt zJg7+)(9sNj-N7#z#28>4?V|ggXZ=FF6lq^Zw`!%dY8tIXh<>qvBM~4h0u>0GBjaa; z_io{t;6D_B}{va)sZeyMU7>DPgAQR`Cb6M9A() z7`Y9_t5;#!OV0*mcxj|EtkV!<>u>c=$g%=hYiszo*2qP+lHbt899N&Wk17W9O_CK9 z+g^K1%)z-+Jj>R=>^k0N@NE5!)AP#jW$;_tC3~~p`Zvjf!{Gth&uN%tX|V#3^#@BV z3Mv%$WD{^r<1p9J;XM0ka|Hvq4V*kZJ1w=%&3fr8v=M@!X4z3*UBCrJ(uHWUV}}tD ztQ}kiQYQ;A$M;g^|0tn|?+r$SgC}HJnDjAdQ*c!?SBxt7rM=ZWA;cYm<ky7A<+?B|@34!q;ik4H zEb&%0Ah4%R6n~$*xy;dV4%d1)g1LF=!13}^GEZ=)BI8S^EhW3Ub-YY3E7tIE_OOVC zwA-6YZ0j-?4~nfc`(~q!oS38innf;KZ`Xb8iDDi1F1Dw$o7AW^0GdI!^wTsQU2ZNU z^G!tN-jT@fP9y~13baY{(bksX&2^Yb4W)DXKRht#P0!|u9X&4^AbPdUi^03?NK1QR z7Tpw7p`Ng>z-%UMUav`Q@0V(3`vgXtaJ~82f=$XWF(1+%}GnnyRr9%EU;CPSVvWb zd@?%vo#&>5PZOu6{>C?LwAxL1gEXD>CA#cx#6Ew}R$%67v$=I@0nTskuvS3v&VJNN z6HGcwi6`JZag%cdEAQKGCgrEZjZJvI>b$NupV90=#mjI^RiiJ%R`>ySk#ep)sNCOT zc}^po_FXh3G+AZ9?AXX6&p?S&@(cDp9r z?n#3RyZJ%}?*rb0W^dj6%C-_6Ze1pg{-|Q18ZF63b0-(JR^Xmjk&pmZ2 z++W0%%I{9$2oa*)q?@V1ec6y@-jJ2G`6q|G?LJSuV-$bt6U9qr>2^M$;FD{w0)q@$ zNTD;*Ggfw21tRvZs2<%Csu~{t${Mk_#0nFHR<4M$1>YeZ6-G;p1m3Pni@b$BS-c@< zaq7dF0Sj;lV=9xwEz|P73>meb3GI27`jwrqWP6VfqmDIxFr@NAuU2I`agM8c1WSal zhrbdK&!A1aFRB1J7#Nd{7tfG-*xLWu7^sVhlwAEm>^u9M7iX1Mx8OLhRQ7KDz*7Z= zK53uw!iat%MTHg5#==|XO5Dv|q?jT$EXYlLpCHu511%3cgM?cEXD2jnVGt!+(jn)wkj zUZb&3chr-~TmRvN^OWcPurVZSI3|w}^b;*0RbWNRys|8H_A@if%lOZ9e*X65GQNh1RAuSK7KyNM^ZlK-UH$gr)k*|2l)KVV!{N@6^+&vjC!3lV zprqjGUWI(`*Cv^7>{)*G;`tG-PB7bEmtom<94+pr3dKh$#>;Hw;LSb)=`Jt308#&DILOlzvCx1M2$uJx5 zdzH#ATzd$@=X8*!pl1ZZ6_1t-qm zVj^Jqi-+8udBdgJ8aPGFYnTX2IWl2gu6E1Ux?l>S0CZiJE03VN)aApB*SJ>2(}+UVP53#SKW?r2NG zmAv=L%U(tMnxXUhYU5*v8da(DDowsRDnr@M){D>N7TkP}sAS(p>*g6;ElAv2;#MHS zqSLec?GlQvgGkz*`DcGeo#lmxrVhJTgB!DLvnuRXuMMfk3(oay$Fe0AOyR=mvU@;?3wO4Q#C^td4%%8?n9L95w^ZUj+9gE_*53*EkPyeo84OX} z8?1AS<}J0gLzhUlBVD_q4kXN6uia;!4+R0|nKkLbYBXtEnLVvFzTykds-_=qqle0A zk~*qpUB)uKIW}3aq3wY=)j^O>m0rH2#geu!?>(jLahjwP2SuAIGV6W6G2HGCxWO9^ zefD)l{z3ot$6eQ~==s>bPR#hm6#-Ae7fLA64#kREShFEx<<+^~JkrInh8V}G9}Ioe zt}DOt*2cbYd%|L>6=_vx?$mo-#+{c8neMP}5?ehpJ~6rUmMr2a74pH4$8R|N+`ime zR+7+Ii8C>wi?HZ(&w{1j+lB?_6W2B-jH9xN203GkcQC*lD>icL^V%y8ea9Q4)J#=2 zxY>_MtVkm@Ret;CW3iOs8mv%wPSfjG^j6ebf6CfPpr5f;Ci}Uu*6K3#^}XFD$NH6Z zU!IzUPSC1|h-x^VbuV`R33Gvo?%j#mWB8!XSfGX>Ed&KGla={*05q&-sUb92_+B?O zy}~=+Ky4}GXms+68&>Vk@(z1PR(ilFMmkfi*DJ`4H}d)q$UK9U8~(R?yvx#O$f?l9Bzuj}k*hzc^4^pe{me?{W0Gv+xXp-aTG z3z)lbj{ zgLNH>py?Rhmy36;7Ku0v!L=!xC}vo)=plp$pSP*V4LbKuG!yX#L8`}CV)E}$(V9PA z&&((IDZSAX?AWY)XTFF;6R9PAva?sphF9mWfrZy;Y^2iFzO$P-et znULN&dkjRx0|vZU$)$5{Qj+UYasrpGMK#my{sG?`sO`W zMKXO(6iJ_R<&hvy<&b+JP06jJ!lo8*_+{yGGrLV9El z#eqGw9EtY65ieMqdvm-^QdPoiUHOh{LY{A78$H{zrf^zA#j{J78a3Vz#4E36re3aQ zff2ODK;>ljK2Kv{HSibRN6$zWKb{~l>wZ&h;cd7mJ%AzDF}2jcWe{LJ$e^{Z@3ipl zQ_mP~=Ch;dp@3z!yXXYeje}+P*0Zeq&kl_23 zwA)J$^P!WSOJe@Xf1|RSXX@3u^%4n2iRP*o=DrqfpFBE$JO4Zu-SK_7xqfbAXMy#T z)lY?Q!dX^b3t7^n9^+jufUGO4H$d#YTG*}{NUsHrsod(bR{Ni|ohhM*_&YHxGCvJiadp(d zKD~yx8yak8zI5|dyzHS!B0uvc2{PaP`J~3f!d&8H+1Yy5NzveV8tM#aZ?iXA=Ier= zC?z40tD>7~_*-Tvmz*h|oFkwR+TtkqXfnIowVwVjI#d~JBXGg#ehwoT!nD7CqqW4( z&&@X979RXFfi!J>ZW~3?C`OXG>8HXrjLBy6rT2N^;eX$|B+6o=?%+btdo8)ELHW_n zQwKvJKidyC)3VKJ<*{c!51wt03YOT|WcY+5atpO#6JzM7HfT45(=z?y{P+Z88ZO2}x74orpA`$vGf$`7 zLXL@#HzS;XF2DS+);xesEbg(B>6gD(Ey$gbBM{wVNJueNhWmuJ7cx*SsE{eq6Us zX|Sw_))>E}nAv@=`v>3H|2(dac3c>iZ4g==UpWhL)0;E5>GNh8Iwy6Zn}%H28r1vGc{PUZ#K@*P%xM3hdB@uda} zRB_oDROz|4EWh+%Pm{009}&TpsY40t{7{T{4S(5wyg|ILO|;;m$bje$GU4B1*Y0({ zKce(WpY=+)!W8>?pDa&|u|rJpSG9DyM8%4>(_*o8o4=kqFJtf+5q#NowgrPel(NbG zqMzM(BU6)W5U|r%t|?LL?l@c#V^)7`bIRGLI<2RPT-#{BbVRSW4)jjdaKJ*b$}(Iy z+vcd+aY4!qmQO~CMh~A^y8zR@AF$@EG9}XPw^EW*aJLSt1={`@LE8yM5?(eX=BaGTHLe z@Y9p5>9R6eq)q`aaGu4{YXhA)PW~R1KVS6`KB52s8wq*!gwB7tcWKe2^=i0&<$rgi zgFcqgu^tq*3;U;p|7XrUr=Sb|Kd3XsMPQ+NZJwH#-hwBK!Z0>yn;_7C#vFrWN@hIw zgJ^ZLv4ba{6LCSvB6^!@@hdgg1-8oT+v<@Qi$9=EesAt534gifGWGL%5# zPD1;~^r)4Exr;X={9SOl98c&+|o}Ljh;_2OZsvHVV-Nwsi?&Fou)T zr2-Rde2M)*5 z8{{iu^Lu@b4LHb;;jPo%|Gwshowu|Rljq%ab(c!xeckVaDuP*dnq{1xU$kGh-3W=T ziPppu;Endn+)oQK*}gQRBc zzi+&CgCcrMq}g=MEO69X!hhcQ?c2ApiJ26xebH!g;UN`&uekf`+rzrM>s@~bU)5?O zv;_}^V`3eL4h4!Wmk_`>eYS(vY80Ar5)>lmXV2ZgI6(9I$VbP}ynlCH-oIpCSK(wy zTCkC{)u^9(_uKhYj#E#Xu~O)x@IeAxu6wd6eM?sMcXDhG_%+?*?B*dux}v2>*dYVf z&Q?>RT!Ws3dESy}gWN`GSy2tSXv7#^lGuzCiDKp4TrspxjatEU+)27wB1+DJW$!sY zLz0u+Q&OuDeJjJ|tGpc6_WYh>w=)|XYx|J#RXR&;HeN1xlkmBO^~N7=c7$Uy=*5XT zofMIqQiPdwuHnP9#Y!N+R-fDOj}{FN%T8DO^3PV=cVCE7KDyHpC$EQE(7Y#4ck~T4 zX@IcQ2IEw^mm9xW=Lgi2#ln>yne&hb#CkB~^AUr+5M5R;vMyHc8(qJ5USKQWx9A!4 zrzdAujQx&rRNOeBV9rWqwwNTw!Rqf=&IGr;l$#`9Gh_@1&&_)-aLY13b0Q$>E^niN z+|=LI%`GggtRlEduz8zCDX>*cJN16s3y~8UL581$4_A#R{<<9IAt{j|IOfOvMgSb#7n`r>b&wZxO|Fq{w38d<|s*rvX@O71H4JWBz49|xei^rl6!F63Ob0=~^7lo# zxKLjnl=82QUfmr30EEn@pxHN)DF#diTAxqY@yIK$*!O9rafN?h&TM=W9EyFOT*ZsI zE+BSQNGBIfxR5a0gTszp2o@G}B`>CQ9dYPgVj27Hgk{K< z<&5*%HB49Bo5{r|s(4l}{G>D6uGEx^&8(I}?~c=3&~4prO%%kAuy4w*MC%)w>&{OE zZ1EjAhV~}gbQ!;@d?k6Z<1Pm?oLXUZvuK;xy}G(+>I8GeP7a>*Ke!7Ge(!hCP;}0h zY4C8Te@qI~J*sTdJQZgI-;)@x1HFc!q0*y+uU^ECz5?bZawLge6T5)>W#39PBFl zs}e*QY8J)F>`U&fch`fI?i77mZx#}c8E&)5Al@bfGcYkfc&@zia!&sE6?rd{uMdB*b8Q^` zXu@$I+V;kr1ST@SZlFG{u470yrX2~IlDae*RjDCu#2&*NMpSK0{v&9cc5o6;sUd#l z@}t(Z2w^qtqVd(AL~8m%{n{80Df))z&!?;? z97FZa5b#Y%)~KDvS8<&{ryergj}mpCXM6WJL{ zAM~3ZvT+_>e*fY6C-Q10Bf_L|RNdP>JfT;^3P z7rg|LPxc}fyA#D@2znYlPdysWY!B+`FA#^BqvIG8U_VT~%cPKm%P~eJqoK?PW`DZr)yazf;TmZ2jX|zrn)H%%}F)JH%_hp zP(@!nKxX!3hZEPzn?_@S^;3ti50khId8OM+B-FB-^ z@KqZ!D$+V>a)hINWzDM#7X83#$&l`5Rr}MUFr#CG2QRu&JxnGZ*R5WUl=-S*L~J z94YSG`Q4pDf0n@P4cx{#m5#%C2;v{hii}GV=@$ zy3ruA3VrH^A+ZfyJ^Uh+2ks1s3(BoXQQ;dnRu#*b`Wf=pKCd}BDr`WL8bj7+F>pd? zG9=3gPIoqKlqpZWIfN12P?Jq|_8DAYM#kaPysdvDFD4u&!71h?MrB-;Jxb^LcCyd) zG$dP5>;8H2S3}$7=g}mV_l(a-gbV2~;S9Y?2%uC(Rv9%yQREG~l2PMO`sw_-+t$KG zucaPc?KK$Jw=7!+!iVOk_SdHs%^I#Ewg+${`DlZ1fIBf)eF6BZw%$k{qd9fSGiqR- z%s$)hGO7{31>DBccy`wG^obkm$+-KrB9&l)%x~-7cN}qFU=fWn1ya6$Iz{1{#4qXI zfqV7RRg>pOF^Y{r%(xMy&@&$O?&kr9ux)p?<8JBHq0p#sS$26pM&rjVG-0$bD$Bm= z9x7c!eUO@nJ>Ne}zPVO7*@&dI*SC+vU;wS}S-{-FvM_6Q@5R%Z+SinG4EK#d!ERKN zB+lVWrU^Q(m3ogUl?IM}P*U)kS;#++W{H$ET>K%L8KBPy##{0~xTLtQeqL<%@upbu z_YX!+BI@kYAZn@T-J8d>*9bJ<3j$OBm6zv5VU@iNLHL291YR|$1mwcT-S6DrGluY| z@E56-8lEXvgCyKVP?T+n`g^|A~* z)Ov`{Jbg$=au_o7&P3_aw*oHpDmE6XE+`VC{grjqnyS6=PtOmYhmbe+#Kk4H+wAmB zsOX|BWqW0r8;D?bu~zh?uG-12=c@%|?D%H(d50L)+drR-6xz%lu{nn!U5OWIVAcnQf6qdfbzN83rPS z$;lvMK>28aqyN^^qoBecM9jo(gy}Z6q@M&Ef(wkRtb3ScyKzR3!MZ^Q3n?Ipm`K5clPHd z=PRxg&8t|UoX3<5x%*d*)1udtGe*9?ZWT$`=2-pgl_HZ#Dl@&}RKy;tLc|xeWt2JI z;g|Z+R-dB_aWtioHMT0t)bJ{XF}d4A1G_@ykX!;1WJ(1#A=2EEe=Y()KCL4C#{~{9 z=EY&zXv`imL44QTIEdl8wJ(ytk2Q*9Sxdesh|e4iX+|Rtr2lTiV@b=^!t%FFrS3C)`t|_tpePnU)q`M)g6n z?3dWn+)y`<;bgFa)T>0#(_~E4-=SY}B!A~uM?$zK;_oF1L&YRNmG0@48+*eVNpuqO z-j&@r>XPT+^#Z{!mdlr6>*k-zt^;-#>4zw|UmmsDJv}z53XxduV+9wd5V= z?=1dyZ>P-`#P64XL%I@7Ls5IrpDsm%3L40z;uU z#6u+~K$aiy-Z`4O;x(L)`36~RVR4DES+=eocm-Us{c@p*!Rb*-*II%oHDq0Pwy@n9 z3Ub0BUv3*tua+~$}8^tVxx{sj$)Up5j~YlWF0G)y>HaX7tOoLX-JzXHG~} zUM9vqtwYrf>bG1W-NC(LV(Dkc( zC5z8Y;j`oQFEHXv60qn{mEv(CYVURGv>JB>WHfqXEyFK9ep9 z^YXJXW2s@drSFQevai(ZCMfoU-gYwMF0s?&3oDin8Y=5oy6UE#Y%jGHv!!=SuA)hE zzkOr#N=Ts$Mr1WTqL7SXi%(2^+Z#=~^CX|KC}UsRD0BuLcQT?flOnFWB+)0iv7Dmf z>kHm>{pz4Bl3d&jXqu+H5kwF%&@=8tE-<8}L3Y{*KS zy{45ICmF|`jcweuf}IVG(mUE%C1ny`m|fm?gW`%ZQClWa#aHP225+KvZ6o$At4Z13 zyf`PqFS~+PZ5w;L;E+79T2?i#Cf0WS#oly#!XhMfZZ4@7w8gmAm>_#4<(~t|X#vti zOf{%YA;6pDlQe@0b1<1}@}sQuc<%iEwvIt!xl}s}&vbMOn}k9Jxl(%%k>y^Y(k0>1 zRXi-zgjJ7IA-gt-506M4jiAt)&%~2_0SyP?VoR!l4d^MPy{yQ~0?vylLh6K=(k7nt;U+>QW)K z!+Ljub$h`eHlryr+2Bq&s6zuib z7 z4CguTce6i`kv0?;*|{U~q=%dV(ax5M4TN}UQk+K}K!Nv}`8BI<2+pIT(jB-mFPfg? z$IM+Y@AHKk%^KkoaWvpra z&V)e|WeBqoNrs}u)jL%k$vH-;AeVRBbu3v4kRB|&uc3;$rrqd7L_{;`L~dLFb0x&Z zgX7*ll_;fCKYZA+v-P&-kiRdn@9_Iob)Y2vQao|bWmA3&Ic%`k$!wNEI}q&{o5!q^ zBk|p3j8@1%ZXKuBa5~R$&(sjKwEQv0c9wXGi~!wOZAVIeaQ7)P@+(47Ikm_7XWUJfNZ(Em zNzjM#M%SY}nvk&2Vj*Ix(21-%!oRK51s_KDj%L6&LaQa-*o+Jc02Z*@4kOI=#6$R=gK$-YD z!k!eB(z$nJRbVx=4(E1qV3`t8#8Awer3pdy9_2b*wELDzBp7~deG+!LLC*e~;Kh^C zr3ifRQfF#cyNvKqyb^!eC1yYv1?9IL8|# z4xDxat^6|<{CK<4%Cd9e+w{eqgT1@5)rL{BFDY{q#)frDZO$VVMk+ZTg=ZV?A*b;I zo7d%4bp}89#$$FULjs+2rui4Arzx&xX$O=9px9cqeXgtE_UYp^cPg-!rd5jxz>$ih zQ;E;_rt=NIfFd6-m|( zd;v0a^Jg%Po7L8WH`jE4UF#4W<79RYk^^C?W1jkN{x zLeT4MsmgVC=xS0LDvUcx`rR{aE(0E zkn$NBE+;m9JtfiK2*ydOy|Yvy%h}jA9A@}2C;JA3E+Ej{o?rfy-F`@zB&k}>tTJd< zesW**t(os`yg6uicp9tho^==LtzdW&Wm^oxKC4VMlqp@`WXv|5s5}^%mkT}^7G@t& zQ1K5V?9bPcW-Pc!dAlL2()B1wxz3M}$FfC(dxrG8#M!ZCImNaBOgtj#?7f6aKADR>`)T3S9OJ5;0_g((>MoK%9u24Uj&Xc=20n%_-ni-i3bSMRv>{SQ?Zt`_}|?&nF08vYiJP>uBR2@sgx zu4U&l=XIMX@7k?DJ>B&ikja;I|L5zsHL9(nbkQg#VIn;yU8YH`MPedmBh2qF zV?0(pPOOG>ix?Qw!zxEm_&)n~{z3WqRFDMJZ&15?t>li9Zt-rr3@_Q7PhU2b z9XEna3|KRtnIMDq1+xJtizk#wYZ`VGlxqW_Z$NwBsHkUdzW{pB`=oTY?k~Aw`&B~~ zv7PI6Ie0RFC??wVyEG8j-QgvPFcNLXCUL}TKmp>&rsG=6ynM%6ANvnQ_J@zDgO8#S ztV|^w6#WEqC+V0E{Wh?Jcs>zM<1#Q z&oTWTqa^a@Z=ThhbT6vLg&quc0h^E}!br9c@!H0;hnWt_vOeh6g4bIvfa_?E~~^N%mECgv(OL}B5;HL_%ryOV{6qvpE^xgNMZnD=iE&w0|A;t%Jp7USt% zLN4Yp3quL8m)G^Hzo7;t%e}77GwS$t($}=6$X@xK*(x&Rt+nIn8M9(3U0;6WmPb2?^bXz$FLi%)Z-$3JX`~&}f@uR?0)7oZlB(XB#c;JW>kemuqQQP1JB?DdooB`bGm(HHO!wvPAp>2 z8f>OQvDQV$l~OZd-WP5gKBF2Yp-}%em#fHsT9X%IR5otj*)&{l|tYYYwwjL zN>{kNk=e8qZU~m#?9y)xd7Jf)|6NS3=;(Jcezhz~Lsb4r?Hs|YPzS^`A$jT_f}UYw z1DaD}j%Z3Mk)HwUe#kHRI8Pl7mH7Sfs1=y=JzyCisyyyP2?;)_&=^#wIwDJpv(w1? z<7l|AgWw@&GD1^8{X%H=3oUywErktz z@J{ec2mUPU=-ujT;bNG@I5qF@jh02`vYcw1nCrIw@|_H`qmCC_7$3A>HPT z5NYgU6PQW$ghAGEbMMEIr>*Sq#=-I0v1cvsa=Gst{hK)E?#NE%(vUsHHe;^J7I{_^ zqzWO~YR-f;OLO6&2Zc&8OnY3J(P*QHP6Kd8t@P|_LqGxqHdp$wsapRjj+9?oRu**j zid`H5!?TdAzuK6nYBkSC;(Y0|M|h1PO-V84FPGjA(d&cRS^FK*N3cLjC6eHRrw~0vb`SLVUjjY^V_3 zM%Cc#)$C%+Hz`95qUiH%FnAy`!vP;KaYO4LtMr&&KiYUb$VoQ$LFqAyE1~2}y5>GD zb@os#bw6V5{QM%DIvu9njDf2A3D!aA40N@4DIYddTe;TkO*KD?|8m-VZ+@WZ+tgmb z*q!6I93kv)1}wh_JVqLRZ$jWS|7Q0AQp$^=RC%UobIcu|?0_$fa)RJT#G`snR&cnCfF7fjIAj}*ROQ?wJxK6p54Vk7d}^TVT9^}Bzj-U6a1k3U~c?rv|oUSweS zN2a8|ba!uUo;~iHH+6E8t9U59b>GOZl;t!Mex}fmmdNnEpRHxOj5mhlH!o)G?Jrqt z7XA30H}fihL%8q`g75kjLP6?n&S*dXhXtHwe>8m!|Hj^@-(RjV#Tsg>Gt82XBsr^h z=ga*dthT)J!#-pRLdQTrJ1$+570M_W@4*wzon*Wp%qrNfHG6tm1d5O8QQ z-E791ehNJJhQu7MR@e!fPtjFm3!86FAUE4KO%wDg($oJDn`d~~N%(<5qEt@335N?& zmK|ZILJJ(maDahdvuQ5idHEjO=*)9I{_=jR;q=d|LhqPW^6G3&5qRwo%C}!x*elg@ zKfaMi#S%%DkQqas5o5CbLJ>Z}P#mVGG|Ny-Gm&t{6**R{E*b(&DQZHs5X2}}H4ym& ziBrx2T36)Ld(Z)Sh2l%fKnCgN!%6y*4PNkRx^w2~fWzS7-4O39xsfIpE5n0P@D%^q zE~>2)kRJ1OE8RYC3c$EH3e=B(a4B4105c}He{Z2_w#66HOCaRK1FYR`S&v5|~L`P=@oyV6o?>l6$sm3*S@1MVY?o$_T%-+vyHH@sB|Vhh#I#8dx_ z-NRy~mk0biCo^S>`8L-OGkUc+(lX(}&#)? zAX0Pi*LL=`zz{F5gIOhkK)zhwq;@&bKsxN9E1u2mdK{_M^>FyFix|Hq)>FyW->Fx%V z?vA06?(XjH&bbHl_x|7e<$k;Oo)6<;oSC!F-h1WqtaTO#-N+a=-gvM*sozYDCx2Db zXnXkA{%qA==Ft*B0ub^?%A&7pZr?NSKS8gTthn@yp zHGb?JfKMWqhRy@0Y4IDc;&e!k@7WUZVQ{q`FB_DGI@mj=M7xJdS5N7$n`v>SfdBD; zCV=B9hA}ZzM%iQXMTY6Mqtk>ML{lrUBZI6hChD$e`kaK?5>7_k|xBLF1zK8jCH;j^jqmq8< zsEq7n5SjG6ZF$d_6ic6u&0(3Eu01XV{Tn5B=%4;g$86?^xMaUpH%yL>RRQ@b zetTMEyU_r%>Ukc=onHLO6K#dN9LYz?=T_cNb7TL+^~>y&O62v8*K$3{JOb@xVJ9-XNYIp^ z7UEXY0?3tqEXkHs*)Qd;5LOP9PN-jk@5!QH?Jq8i^16hzBnf+c|HLW#69EK8`aY9B zy;eh3Ng_H=Vo-zP#zzLD#|i!geRgD75plyZmG+rM)1sXGf<0{#!&T`3hu@^4=H5Uj zmDi1KYuPrd5>{J-*w~o6spB#Zt`Es5`1o`iM=u%aTDa@=T<4HNG*bv+XkOjrIu`yB zTTD#)P|i|?Q`vS8=+tvMri?6oS~WJkjaVb_{W>j719jWGf-9NBI zp!wbk&;!j<{lg{u!ri_$L;@heh$S%o8aU|Oh|^(utEc(;Xdv?hUg0;))VR`IV5%O} zA9;0JTBIbSamU4$-WRg(zI}Cocl4*^=~hho%=jd5@l>1U5Z^ z&q5{{YUzHdncLm2!J5P@>b12SB-Ov?L75!(xo^X$oW1as0lDunZ1-s{`CN?mgp=kc zXh%`6oP`~wUM(>*yz9K;j?edjeS4;POkot+sr=C^`rC+7?{&XNBfY#}VY%W6KVIA$ zI?3tRyFA|)ZPsdu6e7U8w#d%BPq{A>+Rgx>KG}gx3@R32+bcK@4mlsUzBiw(%$v9Z zUIP(`H9i4v%9Kwyp9bmQ@AZ(Y^-pgi80L+uQfXMUMh&0yOCH~H7ojj>(xRyGa;3UQ ziG^Ikn!QN;K;LT-IeCqk#2g1GW&+oErjl$sy&JE?&$Kh?#HIqy& z)Pe!8-x8k=6UUw9h!U+RH}{i4(E4u1gm5!Iyncp1H9sZ-8aPWNoJji1NXEUvqQ+q} z=me4FN7}=lwhM5dm~Z)dw?{H$n^pk%q)zJ2Ou^X)7knV|6{pC!GB}$NumR)uB=MtH zfIQ;knDu$35;MvYL;BCA4tjntt;gxGNVjV&=XFJyqr#G8%aSkc@JZ3P@^?Yubk9Wy z?HZ6hPJ9pHO6yO0+OS70yfb1=HSVg}iGRcd!?`|_4C#nh!=@tPBk7|W+NsfND_Iys zQB7(4XHAQ1eR@BW4W7Q&FO7^vbjJQ&?Hi&wW)ns^^yO1E$eh=~`0>_QFjMhK@2s|0$(JI&41q~Q}L6>`*L7*vxe6d|u7~%THV;q2fTaQU|upI6d-~z^Od4|m#P=5{Qqrm{t-+w

`oN1h^pt~CWB?NZw$MHPRAWk30 z`{!4``3WR=Qk33MNXfPQrNd{!m_VES7sOiruWm7xnF~IG>BQWFDUgQ%!821%kR=MP z?EcC&Q_+`yRTreT+~2Nr z2aPp_nS8^{{`Cd(LFeUA^Np{_-)w}i@H*@8Ve8K{KEy<<$$DipR`LCFxmbPjs_`tZ ze`v~1=PVzN{n>O$nRN${DiS1v-<&P|3mXDc-Kd z%C`+ku%m9Y0J@nVHUEw>m(Tnjl{0T=1q)bt>BXigRdKe@`RY&N2OQi&z#u(SxdRRy zLK7;Mwu0{VN~btVtxrEfY0cllEvagBaoH`d^&;%5)IThXSAP}%B8VJkfM5NpvEA{D zaaJj}fBF2i5ra)E*4JorXmu{>v*7-Od?Ye>mwckWjuoB&8GS<=k{na|Z5yqEOB8xL7z3F*%C7{tX}Gjs^u&U$FgVz|N&8BFt_vv-^HkOYaX zcnhmsJ(TKo^3!aU(xUL!3V`l1XLbd7m-{DCT^ZoI^!Ze%H{jB(Oet^RJWO#29P}pB ztv#F=pZ^%gb!`SF%1*{m?x6`eNupdD(E8pMP3UL#H1zIcO@(QW4Tf|ROHt4A9`I|1 zMk8jfrF_|vw(wVj_%J1WFr4{@?tzPslxmNlA)q3Zu&H_e79I&_B2}6(e%MRo38N9&2_AXNS6Vxz{7DoFcRn-qc#6bYN!3qqt`Q zcsin})CvZAX=r@}GW)2MhKU)nD*Qch!ihERxOR=uF%spJC9UPH@|I4Rul*@?Si;{} zB}T{Ek^0I~_plH6>K!%W+cMttQf|H3qj55C*GtCXzA(GcFqe1t_;HU+L%-T%XHMSt zGER^35_|Ms5MQ(vl@?W7m1Z|Q_syIsOI-V=kl=W%K3QP3IwsxY zeA*FI?CZVGv^|alY_~7|mDbo-JEFihmaj=hb*7AEx+~2?T@rD2DwY}h#)LPY(^fYw z4Offo7Gf4x>xe^X%aL&6XPGvlNS0Ar!{{VLi)d7A&=-DYr`_>dmYByx3fskdhZS9B z((>mu2FyfNWrCG_8N9kJq6^~U+BWOx8{V@z|B9w& zX4!BQAlonDQx+f_To;*#1(HmoKIHp^E$=EnUB+)={T$w5%$mVz?FcpCwYn0T3O$^pMlVZBU zI>$Avskr^7*_(XWCywNmCHus=brXd~Obl2nwB(QPtO23Hz%2ZiZ;ULSs;|IP=5bRz*ZvN5kpzW$d&dDHXiE`sXtJaqG?i+ z7aYmDn1n*KJV_;$dMNDs(-inUX!Ir3QE3raw=uvtLs-8mpu@m18E_)s#{H|$N)d5& zR1y-pz52sT8T&Zt8UHm0&9O()P$`LGu7}&lyZ{M zkslY^*<=cfi0yt|MraU{X>*xsQPlwR$@e-e? zv)&kV=fm%?pwIA9LK!kDvJEr8R1a z_K3myH9w_fCNfg-81B-9p3LN5jy;;BWjlJ&r7xZqO!swDL6eI;$2a6h_f@}JVN~UO zsXU@nv|*ty+yLA!-myU`q;ojTzqV+{oNwN;rk)Jndf#%LCwQ;)@%n`&{#6ylR{Dbb z_q)gH@EQ=t0GEf`Zm4}MH%%U{-1R3s!n6{3Add0)+P>p(I$?brtIWyi#tyZ``^dR9 zZ|wvBA7SJsX#04(k3sox?Xuub6d4xU{b=`5gXfg?QK3xRDud>8P9zg^yf{}Z;haor z?D$QU0iE1`g^!su_SdXs@k{*eyXmMFCrL-z9N*tFxc}jkADqD7`D6o@*(Y2O1Ez)0 z1kc=L(zFXY&COTU^80H-$)OJ6A*NCw{Ecjf6&gIA}V7a z8EmAs#lHVHhBrXMKa#!*xF+x|UkfGHXi?9DA5%m4PW)tp!GFqshYg&Geh~Vr?lVK5 zKkaZd8}7_{;~nvFcx+A}XMI3+x_nO(suM*Z8LXT-)Zd5jg3)Dt3i!y2ryD7GxYk4Y z{S?ath~a-@a6;ccS+*wJGRH82ce>GJ-!Zg z=oM7Q(Q3P<4gv+XvyP3=#3Kf;>T=ETcTgCW+IiUjVR1~ zFzVX^7ruNl7v!GgZiIQ>&pVz^(`ESqD|#d>gF|`+@hOcX;mPK#&kGi5OQy{C|E^;C%)K2+k$n{Q7rkqwNGS2Isha{H+?%KRN@(DOj0 z%JT%iG`g0WOX~QSdgm=I=N;h&;E#kiHM$MgIH9eIoUZ}zd`P%OfjIP4yMIzBAtFz{ zO;?z+k*DR%_XvjfEhdJQQ@5aG@BA76ciS7MEaJUD-;roezC|H+tDBn4`2RI~UQ1|8ynM~b6{sp@f*%ADcB3~aGYF|~y$Q_heF-5`!yFR=5q_&%1 zjDRJ}D{C7x0)(rqFc+!kwdr6vUAm6ym#$tOe-_8-8H;aJ-v-`AN4mt6+J;e{buk*h zHB7APKRcjccR|1v4F23j*X{MP{$Cxi``Zia`UOiApMc7aR%NY~<^36`l(Xx#6uUN* z9F48XTL!Sxfha4H-I)&!JTu9qS$hgGoUBu%qEzl)P81Y4W+Th_*@JS77rYKq?Ec%JT%f`#KU_jPd?2h&+n@x#<%?{10 zJ{;bhODs_Dc`ROn{?G6brM^Mtww;#V;j6znn)8RgUOt`^P9EIUwn8=ZY&CR6B3+F) z-!1w6mqR9ouzSqr6UJIwX5_hy1`AF8sPjQGE#(glgVoxBa?`N-f5fRBa>68B`^?sX zQ#Z$oGi|Sr!x2bsHs7{Xc`uIH-;~rR>HCN8(LHZ9;Ke=)6$zfu#QJP2WT62f^X|3% z%IC)G$?J-3L2drKeWc6uituKu`a-i^&6+ccysnIjz%u?MnW)sdM+k{N~CEzI<@ zcz8~#m%f27}j!#+gATjSn>#ixWS?3}8&C{LbrdSJ(wj|6`c zff#NtoV^9?NVpJ_QvP<+1S&Jns@#l*uhrp4E0oconmkXw_-V|4%;3Q9K5G_DB1q>e zouaBTNs#}jR(bV~1TpwXxZ~?-56J@YejsJZwA19reKDXIV@Lj9sVwP&2oOYttlgdX zENQhYqobTRFTeK34|4|L`FNrcpfxZC(L~epb}0GexD9k*xtkgw4-|=D#@C| zM~;7m^ZlQjo~j_DK5&@S9ppdy3G(>)5le3SoIsrM}Lg^ z4DtwESUF8e>x3>vb$ok+cL#95`;;Fr>n8uzaRziJ<_LKUVuurTgRw8Oeys#RwycMb zP*6lUm#ndRkVHl(cQNbblqFG^+HbQ16$=p!;NO$$+H8JZM>|#cs-P1t7nmLL&+!wx z8YXG|$?xH2vnMOcLSCmW#vXBGEM_lY*=T%DWd!T;Ip<4)Y9H?sYuN>?A$&)44T*o! zO%s)YS?M*P>U2|yroGIG-WR6m4^#dJVh?_6|s29yPmXZYl%4sN26s)gMnA5jFI>rBX#xqiAl;)%^$@Gmds$ zc)$ZaO<5$181P#n=LbE+^!&lf0s_6OnkeWcs+A{8v?>*$zRKG993-QJT+SJFgy631q((bcAD`g))RJS5Mr(`|GkWFh7*YegX?%wHV8x_`L zu;#0XqU-u2<9W?HdC^kY2X-&%lz5)#Oui~N#_hV23%#8?ZR>?PGfpToSN-ihz;pM!7l%2C0M zE8kG7k2*lsG3s3ps9_(Em9IT^Ty-~l<#9$$i&SKemZXHGA_exEHOA6A(c-b3{iHPM zH|}Tl@RixJInHM3e9~!xm06+&gJ1HXMTrJ?toT&J?nZbth`nN=9{#Jd(ySMV@AKt> zGE=8PyZJ5qS`@b4LS6F)6IXTm!O*;{TKN$_nSSTepbvf6pBz%zG4w3pFFr zB7fyf8D3$H>uk8&&ryL*x=`)5Ti<~~u8EH~d?NkX16>+6VCAHV=i_MxcYN=*nZk&9{O-1G=DWg9R2H!B?^DCUds#Kkj-AdTDNZsxRXDO~ z8L)l3pN^Dv7qT%noq;L0ZgZw{s^ccD{uEyh6eH?+1eQ=GVz@VX7xK1ig@XXdp)Z zx-8;^*l$k;>B8wU4J66*v*$nU7S%-HjD0-l)G(rVPdjctGYc|~xXpn{$Wg&@f+onN zGd?MNZ+>M=W|6&}W@ygO?k7%F6X9w`$`r~LgFP>EYv(nKs$jr;FsRXMb~Oe`4$P!T zo`$Szj1pUMvz>hWOfhDu?R`MT5?HecT+9YJkA@O5n8#aN>FClBd}IXE4=(<=SR(%9P_qFV3Q&OK}zqa1Pwm{|+lE^RjW_f) z-f!+4ZX9v&$tUvlrk-wTTGrgLImIzq4-^Y5;nzM+xGhkuH6BWUG&AN^OKwe_2T~0Q zHrNfDHyf?$<_wTimM*q-EXM}=7V5nZFDkJYJ)Ij{Jt@*TF_XmOv8EstqgB6QIUMn!f&GwkhX);##pl-qP%4oNY)y9r%Wz8@{Fdi@4%X`3nBjb|B zQ84dxuyx4hEt9X=pj@I8gyk%vV>ju?A0FvSEo z9kDPO3Aa^5!XC#=UHIYF_uXF}%kSQSW+oohVLL)tMQJ(usov4ex0MHzi_|N}Y={Ndcmx2% zerZ+<^`#LjgfK#SZ?cc|m$u$H+AlkCi5q>jVu9JOtgt-LYUa{1- zp!(3!suP`usd0I(StbWUTLYCh6|I+gZp8%N{5(Q_E=@Jn{zlQwy@QMJKaZepuf{lJ zpKNel%_5=djgKMEhuq_Re7GE7h_W=aZC z7D;;#LL+DXO#&a8nX@l=)&cyuFRaDpx^aZ5oqI|SseQvT)96;XA5N!tzFR`ux+AfV zT;5WwDh}@*cLNjl-e^^;!O%zzEKv3Ntoy_rkowPM*A}ebGr>@-SOS-P?t~lC?cJ=CXnrDH(INTvoApUFN+qx(S2%$-kwTtq6?Ll z{BxK^cXi4{LtImV9gui~v3i@{evNx%a5-(rTkC*gNW9qEzgVI>_aa346yzv{^eC}n zEU@|5Y|&Zw0d5ZlhH)WrXifFx{3z=v?Maz`z!^XE1RpNlKPpn5L(P}E-+$(XsKOZ5 z^Qj6p&o|+R5gT`QY^A#DJ1D(UR`2e9|LI-sQ}pFB(zM3rH8xRI8*qidrBP+kee$wC zzD~_FBqQ(yo@7+ZI%*ST*Px5D2S$v(H4Pu+9mIFVIhs0+;oh}Vv>!uR|DK*ZS9Sn` zNCXb2<5%8(2*m3C;DoMj(Z-zh&N^RlXr>>76@MJ2bnPV)HC%BxZyei%krWbX3b1Yt z7W>xEaJ=!Czj*u@*1Uy7D_y3v>Zi_IwnAE5ksBtl2EM$RkD_h2S?dt|0Jn(H_cg;y zcbZF!QjEEVDAPne9X80TM6=z@+LN*!>>onq=DdcI>8Tq*po*n3Ciyq&#HFo+r~c;q z9Uo_dLJd6T?x^TBQO(FSJh!1xUSmd>e2aSPaC^&bg4W+!&4?{JLR%iX*DZ-N+M}U7hO@X9zDD@y>lW%ac9*NU&QX8-BFo8@K?Ch$MT*~u2bRyMzFR z)gDr`9(|j=f}}Q!s##ekIzImH2(j=4vX@6qjQg<zRK7$|l@5P1np6T)C?p-DE*Nx+A_vpq?zf$(&tmBRcBxXo1pZ)DuwL zYcs{i5;AA_`Djvz@8d0i&|Aij!5(<3uFQg}vq#)h@Dc@+FxNHh^mg;^tM(CYICK*N zkCM=htJ~NRUQ6c&FVVeMfd`&hhw^q+SN6$u1{Qn;_S~Nt6|*^h&nDl@8Y}0hoJmW+ zM<>QH$jpr70jS~XiZH~acL9@L;{2ZHi)Kbi>a&|;c94c^zZ4A7GjVz6%4BryGL6-4 zr$j6(^GMvK-JiOFTJ3oc2XzHmazo~+=dck{=P~S;c{CuqdDKVhBN*%+v->^vpEZZJp)zu#AAkN|e zzMPT+@@_^w#}^3zDwaQ!rvzjUK9FsDh$JK#_7a2+7#O5M+%p~Lrn@$ul0`>I4At{a zTqFKhSVosMC+E=H0&7^SY6*YzuLn8d^^K2arD##aLw5Fl+wQqh&XjsFt-<@)F;w@P zu#$)WvRW`RM-6{_9%Q`8XJiiNXpU5(e|Ih1nOYN1hrg5o$%4OjlKc4Wn2vVP9Z%AW zaL)axs%=oOIV0p0gx@`DEy?16J5bA6syHFXX$&xNalcJ#bymwFKnV&)ZYLVdtMxW) z?PF4Ce^&iN-ak#{Mu;5$Vz6Y;>?mEXWi7Ev<<}= z?6v?|q|M{dpe}VqiJ{1mFhwH#i}VT$2QH{U8~yXtr%V{&)HEt*KJLXq>M}gfW9o;( z(`>_UHq@?+{qd4D?0&A~x{caFtkJZUR>HKDR??~t55|n*GnP|LGBF%uUoFx})eX6! zEl~{~IL;wiSto~Z)W$bqXyCbUlqEGUY@}^2-0bG7dmhl=wbUf5=x}gBWWMUwZ?aJd z+@{^#)MwX~;PLfZ;CW>6Y$zKZ@-;2Ae{u}In{PZA@^WN=9A3>!_Fi2(wZD3(Su1s$ z>T7l!s(q9=8dT4iSJs5^IZck~*8lXKgE%=YUKQJGTLRv*#~r-WZF&v3<}+SNhTFVh zGjO4NE4RHg*Lb&^%b{d`^~{A9HD`pPx+P#l*G@Iy)8QK8^5g_74VsD)#5u)6l(jAA z_SA3Z`^DAcE2u6Ab3w-79FHqzE5dkiiA2)IAk9(+!>?!gaC=7T8eyc~zn!>0i8a-F za3S4F$8f3ZYGS|#@66DRA3&nCJ407N^v$_u8F~Qw;t9vsRn+02-jORF#iUR)PC38* zM4IE1Pe692)K;r)^~ZHj2Sv>I?&>SWLLKtdbcX_;3xX@mb0&duk_1U?NE)Xnbxof$ z$LeeXjhiPZ-V(nHJ5&_BJzqS%#o->$REo*-_T`&MC9~@x=2ufMG-OsCUJ2PZJxoi) zt-M(MNc!Ou;A++@*Dp zjZAG0<(t?r&oldOwJCR*;&}R;Ml~sV0uUlGc+7-p;V0!T<{j~%Tv2q6YcLY|c>G=D zG5xkRLdVT3SGEE7%NSFx^1~O^zib?fpZ))3;36$Ea{$cl?~!@;1a|y8$N%5?um8W! zcNRuarUiKaz*IjB135`Pot{eQ1p4ia5o|zwo{k*@LLvYN=pX3PX8#exM&x9+{*UA$ zT=%gH!3S_3hT=s(^@b4%6i5EgmtGJy84X9SSzfx&ygnUsmP!<~_-g!qBF4L__@Tft zHd|*f5BZ*dAxM&p{%`itwsSY8|7XbFV8-S0(vG04ND50>#$hxHJh)UQU95>Ew>v>- z2FV0xaJ>dIwNpY=&7VU*q2kpYfydv*<-)>)PXi6Yw?VZb8(f(PcN&de)Bvy|s>yE@ zW^L4?zxhOglpeDLhALOr&ziqYr+_vAFSKupHrBFLtQDrN!!@(05~M|j!kun0mQzhP z=r|0&zAc*MG4D~Lmx9aILAAV9PD{@87y*$vCYi@AJ zimOXX2|f>bH1pXr%YN9*_J)(iMFKD0VVvOlbWYnfzuh}8W%^f%6*(pXl*>Q59ZPF1 zol)+hJp^lNTdrO3f&P>=6Aba6<@7#DL#8pDNhOj?R%4u9JodQ)X1Xh&&b?h|BX?GV=+zr zVo1pnMp93uQ+}Fd)^1IGWJtnX@W41yQpBW>2Bu@dbK!x#Z42!5k5 zdkAplet#LYpUiAyvGmU1xS;+qWXoec$|6?M(>4(o4c@|62~eWI#A3evIO**S!Vkn^ zVXIncO(;FBvo(KmIUH5@zex=ej#r!XulDqzSTs-U78+o-m(p@P!s_qGrmUp@`S*M< z(wuZuRhI4n8?D0Ta9O-Xonq zd81;<4=slujtg~J7bIqo=#E%7pT-MtZ$%p*oEdLrf#G)3D_tDyJb4+1M*B( zQI-CG$X-qXK=hg*Ha~_CaL)n|$%!S*(YRLU99xD_mE9MS`NtY@93S#R443w95*Fe)v&>+KsutZ8l5LA(M0)eqL(Yh6AdoeW*r}4 zNljvhE8+funxtCiHz@UeS2sox?m7wuS8|x)nLh0(v?E_@KaJ7xdU1)?)Shy`&SubU zbe+|H2xYE7URhl@$9dkf{*J`hUU95nI8dAkS3bCe5ZQTR0zfY#)J%bZZgK&74Spx; zk)-9R%i|tDr}a4G&iBD>FEk)!WY@*k&sTI2g*xf-gL=G%+a}*m5U#RGfvk5BAUVtel}aOmg@^wjxUZoSDE@X zPGEzJan=&4-!fmAU<4N@v_{h$>hHhR$8qbx!BT`))a~L2MwDH{yPi@rNU7X^90NIN zq8KaZeF$LuQUK;|8yax-hQO!hYcu(j1*b3f;Ch{1jQbNJXxCF^mRP~^>F;Hyx$L3l zUxjw)CykGsb2aKWNTy3Y&0r*pY7VTARuWsv5Qr^k2xPe4L5#z?OFCNUghVLiVTP}s ze#0+q=bOTNx~NdyR25nzX=U)RppTiUz!W&}Ge;3pN}o^HtJGf{C7K8>bJMqRp>EfFJ<0}t1jcOm z>n@4*ODs+2@*nznbxSuxJFtkr>t7%^lO+j)+~Kaf&V8NZ7g$(|t!#lDr-!%7FkYqk z4u$E}Ey-1XE9i~$pCGy&?qn7Ft3D}l6R@b80S~hc5&xwqqE6n>g zBR+zcrtQ*(5@LL zQoE4N6yP+X)qn@T#D{GED8ugzkZc**zlnFr9PZ|0@HJNS4da3ub6iFIL1&;j(WZg1 z)f13ZC!8+#cTH2DDu{Z#u_F#Y0JG7dpP)6{Db(iCwU^Y)YYBaIf5No*9qR=t-PBIc zKH?9Z$GbEP`kno<#>n4U5uRfnAuneX_eFw|W(@a}h#@gukClkW2Eu%qXt_^HyBk*) z=zYB2UtvbcgWLL2yCu(5Q;uDhyiF{jJlY|6s;mNRVoEp8W&TG&q{xG|G;XMv(%IYs zo6l{&t#EK!ybiQ-08IIT;iyOOSATqdue_ro{Vz9zKl2QpMa`B%9&jTEdE1(0Jv(Ja zJ?h#8&^odm@c0T0&;x9f!;B$%^POVsTcG`|7|g`L#oknS z?e&j<^rtKC@B-Z)#B%c74-}0CQ}VoCbHN-eRK%B`mIr{=l@*mDT>C6EtXF*TaxD+r z(D-#W&OlFdFPs@{l9Ui&k7o!Qm;#1J!=2xEx(9gquV4|Our-{2F}DNvB?CitRZr&-GBb%jPU#z zGG0o*eoq<058>atB$$wU0?lD}hIQnYnmmA3HXVg3C(d_pKLDyqQb>Y_09UMQur}M< z#DpAm8xwLMW81QHbKzj4fxoi_)N$1%;g|-C9ejF+D+%bzqsBpaX_F)7$RQK>#!Li@XsvB?;Wo1i4_b+8#f3zkb9!W zZ%`uX#Jx@@d`Y0=Sz@%yhB`&E4#r(bju0P)4?oAdXW=sRk^#yTnb zZ?*IB3vT)vOmeO&%jz`eS2&X$oU~fNP#P`r&4Grd6&&aKyQxC8ZDrwid*_otSeWUy zH!i%>CfJoGg*R$Z8efze&=mzQ) zLgVZI?gb-TmsYDmd8u)PnYF_e)3}Vn&1sit(2D||{0bxNR<1(vcKQLJtaUroo0>6& zhFE-NKyD9%6?H?F`kZaN8zXD`b$#!*et@AU%^{1v=?VJ&x-5ItQ;1>rhS17`4{(uh zs{;evH>B2oK?qxe#w-bc$+}!L^CdbiOwGD)!DUzAoV1e=ypFk<^KSR2>T7z%?{FNi zO}`#l56`kYk#1vHQgU6uR~ZdzwEK>J8v(Q{vX@Ma!yO+UZqY>AWHFoEmsc0&7SlKs zDOV8!Gc54Ta2Nvo+4yA?SViOOzFuZ^R4LAUGw!1&Y8pM>LHej6Lv>}F#|o|_8)r&u z7gn5aX!Jrl*96vqBET0+NnBCACp@)mNMw`^Yso+Y7tMQ z3;Mt_ZAY1bjR!-mm$e)2BDWOQ+=ikY#yC5*nEZ|wF_YNrmx-H=jqY)PH^SCC!XtU~ zk@c~yPSY$5w(JtgwGa3}M;HwUja8l<$emg?#90LmTO}!CxA{L8J*xvn4@1rjXgY@8 z)##;PwNqeeGWjJ2gJf?*^>KLC5O?#8A68X0Ko>Y5V(oi|Qosl5`W`Rg z9cJ0!Seb0()9JWL`iT6gCeh18=E-3`h@dHN3m~AmHO<{oqS_R@Nk=woa?2Um;^`;q zyBNe-=JIdfW9+)DgFHJ5{CT&^Hw9W33qY-B8+#ubY$;0`@N;dK@_px{l!szOIZm&X zA@M&Jnkf%jmA{>9pD>r~H-!omYj&*GiYz)GGffh|2y2u+EJAW|nU;0&9K%vFMqb-+ zGyX!La8;jtWqZZ~__+O7xSjl{Xb<$Pe&3EIbsm?q z_RXaCE5O+I*-LDI*W@?r7RnJH})ax5`{uqfaO>8Dw&*K)C_ zfS{S~!CS5P*;Wq|T{#J-lTNvCUs8Qd&CyRModizvFa$D;i<=ULc>YvJ2fBI;w^X0G z)_A%q+;~Vyq==oSHveWn!R?J(?0@&ubFJdu2VeC#x&UXqL?Av(%5c0)*;zmNYQ7Br zdWXT%sQss4h?rK(75$0mgR{#-GNU2%SqXvgI5^&B4wI~*E)aB$-xx{!xK8bdg4a60 zp@}s96~a_{1NT@x)Qxsnmx%uG8z;_|WlC-+8w9U)U7GCK^25$UG~VV+w%D*8{ICNF z#ZSaT*cWJ7(fV=@JOSy$yL`wyc$8gP1)ANbpDjb zceC(Svg2D>EtgUbDBmZDYqO=LVkG2!p;xLkVhWQ(EqpqA-h`zA+@1K$p>$H%2n`Kw0G>e@Ldc^;w%`lYKBmzvSEYs9m)*}VF&YmNp!^Vv zzvXFeDo$yiB3`aX4_CL7H2@xGVX$$}yXqwH^@b|%j)6&uLza$c}aL<{T(OA zK)25bWnFC=rLl_hdX(r)-MZQkW)W4z^_(Hv+3b;}0VD{QoB_h#M@mc4Xy@{(=Dt@Gj(iBs7*+zc*Rn8ey89cgpvJ%2BsejhQU=Fmnm$p`k&k@8VP ze;M?1%CNur3O@ImP;%*;!Ss*35bk4IaI=eV>fL3TRZVm=9VpRNr#*IxIUrs&sV4B& zf5l!yBt3UP-T5GFS@LS2@4MX{hNp5O&7#`Auy2K&8zMHUCH+ zoYsiOpCqLqOq-Y1Y-oSg>*_Ar+}aSi=*~-%B)Fm*;_OcNzNuG;4{8lJ&kkb76IhcwRH*|;3n8=Z4Y=os7VYfi|lL(Gp5mXw{v zI65+(krTCh4wao|aXikni%7|9gHFQR`j36>K!8#V&VFV$+o%)q3wPaE7alX7je*`# zoVnQ!a-OQWG9Sk&HJm#;`8n1GHJ=i=ha1OLFaPpK7*6}d@3A-3puOK$dk4T)K!A5E z2*kwbks?+sV+iJtfp&jhmUJl(mkWue1?_dqU;JXxYPwc2VxBw~9elCKu`p0OwZ&Lg zpZ3(9Fpv1Tb(_if;R;x`!dV8!W}|XXb~TFj4ci-FF~7>1z?h(eP1UMQvjkt8{0w>( zY#}K1yX)eMDwVmHZ?|&LS)5U_L$S*3_S1bA zY}u0kd){1T9PkynBdtak^FPi(!NF#{TkAd1QqJZtY8E`*7N|Lp$>y6+8J$zk%+sWd z6#DUkDCnAb=|T*U5-9Or67a`^+fbxbP`H3Sz)BI}tDmTHLz{8WsuzN2U`Vde|Is$> zvqBYNmx~NbO!*rWwwV8NB;e|&>y|7wCURdOc7}suh(Y%!-uG)=;b+tO7zvCkOrAg= zhN&h!h_w_sQ}@OwBaKO0SKEuO!e60njA%0Nf?peLnH$wXOCix3l(>3RDygdAz;*r@ zFxcuRnKslnqAS&_3K@v2aCf=5 z`{iDCAa8#4ZPjko*0+Cc)pn&)Q_P*7?&;IrN1mq-b@tj-n{QBOXJ^?*9`%IzddR`pLtVMhvfkG*W1iVsm#G{yCqvGy&C;iDUPzqmVY|Joz zJyBkUGm$j-+;dvO6h|KgH)4F2W67D{W%GpHmW`MvL?(|N09zjX^`QZ?1;hqzAl#m8 z;so)X(M7{xSJhUt0R@WL^~FLlRV%r}(xd`k&hOmTp8R+nt1XZY23HH>(!RlY^2XA} zCei9aen?DpSvcM?uk4;n{u8{{r2|Eqp3Ba-Abud{P`>nc-FsNFj=Y#i;&fMhcGT?J zHMbL9-sF1G);*C(h<+s{bJ>qf>8;^@7x%)X|DmCHuiMuU?0QdYqv5^qa!(8r@VD35 zOmBROT-H%-|Mmn1_hx7*rO!W9_6BFL`tEDCfkU&*P}XZc8mx>ZDizPkdG)}4a}b%O zg_AJ^TYt6Ct@_J9pV|bjj1@<^OqZQ|alxpxan=&if6jRFi>#2~6_(9>W@n6)&d0Ut zabn+=6$F1PWl7a1ik_wEscv6WEByC_LYukC=gcomyuC0B$SG+5b7Yu==;w0Er24mr z7dfoztUK(MmWzYLULo~a6?FV=G{CtlGSPp1hk^OP5h4!G5BDIt#=1B58+-d66>Yya zKke`Z8)rw4ay`nI#3LQG2)x4Ez1SA@o%Fy&-PCie_U+MUAzv?c9$+a0it3l7(9pig zN$+>xGifm){CvM@UQ{QVdLWG!nZ9UYP}|+e!0l#LkJ<=4dI3&2Y#y?lFD6?{vNATe za`&k*{ybuAxV$=_cA7D7NDDfTFy4tvy}VR_d32l>2E45(O?I19GribzR9@yyoW_D+ zAih%Kb+O55Zq6xFmpz!W*h$T?$@i!mZnTRySl9e~K)|3Mn)cXwE#-&9WGBbn$wb`~ z-z7f@eVX)JHn^c__Tt9I#hWd``HB~rJ>x8^TP@4yzQ~D2?tWqD4|?8v;UsUGGyPg1 z<>Q7&o>Fy7qA5{Tf{S-+x^|VmPuR~&PECjRXImKhUDzW}2vEzsSrfFgk4$DKR?!Yx zvz*lvr(-Lg-FCi?p(9nR=ly2C@ZdmOmO3Lg!-(CuB7ulf5*7@s(zaqR|;VYN0Zm3 zvTv}M!mKLpX;L@KW;(UHc185K%In;fTaUnymlcfp24a)7=NBJ>EbpoRO1Z4(!-hD0 z)U&wnF*&W?2^kmHQmr#d~EH<`4o zsNu(mVTzL@9X>L0ClVgdys{dYde;e|+>5r9`-os6_RUZ_s^Vd`WHLzid$yxTqG7)0 z^>+M_uOV%D6ndzgNqJ3Uvst(&7)u1wC`sQ7S!R+&x6ojaE$Tv}@VPCF|F z%~7|Yq6L^nJ_n*HoUSN@V`anEr`~SdXRXf+K7sfkQ1{WHYBlT@kH$vZ)*!KsleysU z(i6Y`MpA6PhYp)mnd1Rx4kmlgPX8fDQe-zmlrl&iAxh%kFY0|n26dyG0o39?oX_P( z0`7`nwnm{CZ%IvDD(_OEztNAT2iVYt1JQqL zU|=15TzI~IWh3`U|9d(0}7;7oHOlFFHFjt0y`(Yr%ep6Lui{7*8yQ7pz4 zTs1cc27!0j+uIYM#3KFrRsL0GCtV9hAxO&_n1Y2lR-s6Zu0-JqD7}Ct+X}?{9<<*1 z((gQ)ChILnVb3h~hKU7AP|gDmOTH;OnvK7Ds^M`uM?Wn;SB<~dCOAuGtE2M6zrB0N za;%n}{Wh(J{!ofF-~&PFCGp(!HL;-cE?|E?73!7EWD^B6;#?BDdA&bv(U~TDCkh@n z)oUD#kO(qWk`wFU{9ceg4MTx;&y9IE9y&sj@2*UH*QYrkgeq3Y1MsTAdt%U)I=1hlb~oWW1v< z((Vb?4}z$YAVr7wmaV;u$H%D({vkQ&N(m^uhSFs8?2VtYYUb=42Atsie}3>pP9|5IVJf^i@$6)8&jpOwV|20aSK?#;#&4#2a6Ji3aLxBC~SaU6FB&I-)w zg_TwZzxx3R`}$Rje%@VQhzY9gedry;dHK3&w8m*;F`2h&%|%Y5@z#5#m|A--8$8=~ zNMSeo1|xar@WHI}BSa1aWV0L+GG2WhO3UT4^gA~0%*}IZO##p*W4pD*FuM3=xVa2|5Ajtx(pi1-+vq^b;~|xkaU5c*jBEA9OCK;L`Iwrzvaqy!l0rc@ zIRGdzrmW-WdK!9fJQE%L2HsHkw}+N9bn$N9EWr>&1*VA&P@C3>QbM zaQTn2Kbjs}PX+Oo77fpL-+k3J)_=3kxWM?%kfEQF^u1=*IRQd4t0hG#vzz&AQnuq9!!q66He}W^Ziqm&4DGNdS z0$}n6u0sr2lnB8=?%fdH3+J}8$_A~m;ApT==hgtvE|V;vHMg;0;&pX$F1{sG8o0#7 zJW-f;*@$R~jlzXQ{_YB?ui&isVa?nIEC0;-Z~_SmIh z=`YEZ2fdDW7xSbyP;>w|vQRbUJkM$3(p+NcMh*hVny5^W1ex8B zhEpz!l)bY%`0aru4JEV9c9>8^JcBW1NiKRFqi_|fk%vsaOAAiU*~u;0EaA{6%DtPPA|58pM}11)TcRr^ z$tvW~r7RZot;sgOKbOS$+g$D0p1Ul)vpMh}46aYf#9x{>mRG4|8T8DHL#Hp5^W1?3l$S^|btkJb#M=eVJz z4TBTvFEy&9nhq~SvF>O)MY65Xk#za|hNb<6F!&9%r_3(S_ANE99zG7FSCyflN#tRC zE`;$Irw5Gv{b)vV4ZvYu9DgFYY!?NVi;VyXIY& z+K+4-voM_1NW`|W@xaQh>a=#p1k!}6JeNby^e=yZz>sztAk9(%Pme$%(@in6xOSNg z3#}#B@>2?%Wr{6YXlD~*1`)(t0*784$2$izc?!ez2NF-SIx}jcJGW5ybeCxanP0ex zx0McYg#wCOd8#RiPdwE0>g+NX(W;CSz;Z#< zVA6z~2w`nT%lG^0rfu%gJ6BiVRY7Ej4TAnZ?^W@cXknnD?k@;{K|}h(WSE+U;_$XklobPhSPb5a&HFc&`juq4iT5Z;hcAW3xe<+Jli(`r6 zVyQiq29d3qvIvkhxz4R#!9eE`y!vhXxD z!qf!e?^%8P_>p68Nx2p`_^SNE+bgl8&!lP=qpULWXtC=xkmgWxw12&p5gb*0u@6l+ zSdUM1Uu9L9bqEi$Y9Qq|M#bFK-@Dn*=SUwmq18C~RbqM+TYGcQP?<;s8N1x=BdN_| z<(U5j*w4-<5}F_~&z7klTJwd}$TJ>D{KlHTV@^+!-l=5m>vQR2I;3Ye4mdgK+lC>{YC5#v^bsbll}%^xDO!^J3_D!#nIjl>ZacN<8XRib;*nVu z*oXrzql~Yrrfz&|>SxdX%}TVi+n)~;?E=#3nrFsSc{YIRV9u2`1IQ<@^L6`ZypuHq zb&(s3Ga=)g`gbH@zW1 zGYl#LXHvj%*)Tt{#%uR(F?^X~M~*b!bpu7bwdxqAxkm%nxGQ+!sJijstXNC*-Re2#iz4C{5x(@yEiLJBC|(i`JznZs*7XRv_i_!Q5I>zsI?WnC ztt@dN`Z&#E56i|#F|KKI=f~Y%Dp?>CZ=`E;&}AcTzbzZ$almi z-kUQ@e{|3Ac!?z*YgHdD%qQU@-)jfX4iZo2aVcW3~s0us2uTu?uz!j=YVa7&p!)wDB2&%Yvs^1;u04YB4i8Qeb) zZpvVpU+hgm_M*`ObQ$>j?pmJ5edKWX;K4?PjQ#)7ng7p6XL36b0zX-EOo53hj(S;f z%=1CXI~WhP+C$;82h8D)wU<*{B3bK3{Pl(JSD^r+z=i!6|96;vJz?HcrZ^ zLrh}vNxD~YQxj$e3MC#tfR+29Z2VYY!Ar0|7Jpd<8*JkKG6Zvda(|?Ye6xT2?66@p z-GoF2PR)j9t$S8siik@iBn_|x$_OGV^2D&+LZ74scM2c{hk-VcGXblRlZir9R|uFz zK#46HrVkXRy(BGgXuh8@hZEt^MQ)!}AmoJo;KtG}1@9S}GPHb;KtLLPrl&vhX$?xa zzOIishsJ_ws2KIds@HTE)?l>L^q9&R2%sh{FyJX!R7Egn%KyUx*q;yGppNlEe{gfw znLiV91W}>2{Ulz_^D_3PvY{EkXawBZ;*e`Fb=EPYnCOF=3~s>Zh|r54m?W+JoE-4 zJ0eqSCc`k4f~lAmf!ACn8&*WY?&XR?#t+pIyVJz5P&ZYY0fCZPKAPMZEBiuj_Oxeo z4(E=nRE{a(Z#7lMhG!XWKSmxXX_bjSSl;# zIO})kCI4j_YCyBWLG!TH#jZPsmTI@!M?^gm-dXTT~KHS6#4xK6HlbRUC^^j@S2AX zNbZ8>56$D548R;=5La~F-M>5vV@z9Ko(>@n2~)qhh($eZrQ=f`RC$`(YX6=)uqy>i zuK?w)euGp<^-_hz74=tT#`Al)MvbYMaDF@%{jMi{pq>S5Jlal2W{@k9BP~toZXFOd zOi_B8&y_BuA#2I;}bV-o>OIm$F-J zDm!&Y$@GO+ghQK|z(F!Kc`u~~JAh`u$Ljf&qxSOd34?AM5FSBW-%S|s+02ivY$Q*9 zFn-+=30XB26*EkZg7gY!+Q4gfzh!!=J?;?GHBH|F;a<{JDlmUMgZKdiu!0{;a&Jk1 zaK-OS1n4O)!`Vm%V@~dbGv#(^REc}JC!~>cn-mm=_=FOZqaJNQ38!;EZiYh8THJk-k`qkxmyZkFI;`=p zo`_;+PZM^mq{T)HwbJ;hTJ>+g_+LEN?=`6YMHt5bxZl68^Z)F6qDXZxdk_TPpVr+g zRT{rb(lpyTD*JcVeC*&ULfYPu#R|`V28|Tu939sT`rDp61ZuaW-z<;--Ij%M{?RFpy?HnM0TH*#s-X z;-awJlDx$B%6#SG6%d0SHqwWp_25!0iI`d*{&q7PnPExVNwX~YdCdIP@Tay;NV{8F zLgv^a4pu|n!)E!yEP{$&H|LR-qo7-F&9ses?-^zCcJJFq{9%w!#Pn#gx%;WLnNBdc zfzjN1g}FR)ocMKt?W+HT+0#fQh^ZUFRGKW^VuzF~?+7bZ%+K$CfeQ`fz>Yq#KY^i< zQ2b5OkuV`?Y-31XgG4=|w;=GdM;6tv6&r6;c+!`n$%-vex@gS2d#QO^1z6KQ)-C2W zI-}M27;7x;$SDIYU1`;)v1Q}bR+qmLr<$RO6qsiBoX`4CHCj}H(5m`7x(eU05kGN! zwwlpymsF`97zD%jZr-PnKdI9Z+I&&{RZG|h=Hr)Gvsb0PkrY$IOw0#8wk)f7@V^3S z#p8gcI!)0goR!#wCx33R%P6xkWFdf8Ce_t#*TLS$gF2?qisnD^xMFzSgA2 z+R2qO=yr^ZS)_&tQd+~mm<=TPNI?78hFIEunJY945&L%@8X0(4C~DQC2IC zqBQkP#)wO=pherDw5f0JvRz+WQApeC^(~T=ZZCqeME<&h}vDIeu#Q2;=zIg4$k%o+YW!ROQ}7 z1xS4CXL;R|WXI69`Oz$6hQJ7c}L$~w%-D3&>wjjM1GilX%^}`Ay z>}~m_{qBMIiz z)5(;T{OG|!y97d7<}$ctb5(Z$-}TeYxhH-5iq*}>6mabK(t(p2i}Oab@V@E3JwVN1 z=^YhQ=ZEa5&l%|>#UZ*I;bHB+F}7qh`=Z9kkUmC}ZTZ_h9U&p}9+AlN`mC;LFZMJx zCtd=?A9ZED+Wi5ayVZ$L@wIL}qRYb_3f=CzHla>ZJmDeu4yQgjYWMTcI&;pkZ@3ft zi+{yZ+6o9&sFJN>qUG4`Jg4Hz(l`^Fulbx0%h2cwZ`17?IeizY{~{J9RDkc8_)VK5 zT}9KMBt^usDd~tyot2d8hSrR<=4%aO(290AtOg~Dd;z<>_|4)?iBbL-vn^b62-Xr| zm;fH=o4NTu-S)~aYNEDIt74Ca+=n$(0!L=C;fzDWuG0CXbre!EwcU?lkpVtlU7a5N zP|7o^@q4bw%_qLpQx%`~+aOn>J3e{KO$`G(oQY34dznt7T(5hhpetAG+50;mW~y!e z6cWm{-D>9X#drS_F0(g0W{cDPTKv-JrFr#j_Y3enLpVn<6?D^1TBp4fhi(wLtrtl@ z_m6RfU%hYnSt5yBvTyV!(G>f6qaog5qt}sSziBvP9erMG4P&DmBYYA+9^*GuSE)ui z!>!sLMg2x=FLgh>uOpE7B>)>G!^#9aC-=@n58I@A zxOd&RxO#rx7CwfUxz6maP|MlPp9m&(m=k8$iVUvX>iBESJAlS%_~wiS&+?nwFR?Et zbP=5br$&b$l;I`WDn40zri_lZGbLWhS^byRJ6=A$w)pl{En0h7@ott-6P0|ld}o!H zzFPJYa#<*F{@r|dD7jVp6cDyh3Gy>Q4M(ILp@5Z`$J}AcKc12Z{?>t2}HD1T)Zq0y}lCi{$Tm@ z5!Hi_>-qXm40~ylqI+pVI0{&E=cM! zJ_o`j)9`Cb{_Ix6&U!2}LM+j~BHL3S0d@UB9cc9RH@&xIrEQ@VIW{@&>6dKCBfAaQ z1uMAtqS4&5UMDbu;wwnSK6L$$DMFw{nze$5Uv+FOr7z;r6Ypm?HP6P&q?qKS)=_cu z>y8Tv3eDubRdj3!nB^rmRz!ue^=?0)Q(W&8f{z&swLH&}DRdGK{ zo0Txi&$u5W2S;o{5OD_QbL~YTC1A73Swx--~kD8U(`^W38PQ(V43WmI)EZnm)%K;`P_*dY^@}p6eTP+Lglx zfnkhgg;E`GlSbsktMl>aezKE#(13C)9PjmB$gE@_U+Tpm%Y?hikMZ0NC_#&sS&lZn zyP^65@%I~`N>ks#<_+?fIv)P=mLnpLwl6FM9& zHj_*c+mFkR5Xex9aAqmFksxwBn69oSut#mkncMiQo}@NL4_A*fW}>ef9q#ud>CmC zN!3^D-T$1;b6LjEoYUoQuFA6&L5{@EUWJW9%KxJ>!ql@fTT{}_0E-)6O48l^jk?rt z*4i!;6|SVeNl+x<)u@8et=`If%Y9ZmF7xi}deT^FDs-lru2w*^fyQ~y2UKx8PNyPh z>06|>*BY;8wq&JCetDwtTEK%A_imhqEloH|?S*yVP1jh><(Z)Rpe88Typ1gOy~Ya? z9%m% z{Qd#Pxz;YvYhUHZ*EY{hjnrNJ#B48ZW9H4V(97f66CFdf*bN5^@+WHQwOord+fEt9 zAEo+Bd@jqL?hATVq-UH0T3~8!NwWg9;CDr=Qw4Ws0=i&J!qHRhb@jW((92i)S$s*= z3yoK0UKBfw91NR_HN5Sfuk3L^pRgKqc?asuqM6s8DP%oECNsT%;ywHzRUb0y?}x}R z8O3CDs`6twXa&r5*V-$!l==0=R5h2g5peT@X5OpQYSh z9Ey5Y(rBdn6&T?O(-#{Z-fq1lyrlRg=UM(rU-oM*<@>L%Z?emCJoejJgPx5)Wd`;C z=5vSBz2nIcn8vMeJmYj*UPIR9M%0^&)>G+Zk#?+PmUGJ3n~z)PPM5eJh~6O-pWs7_ zf5}`bLvDIt6mVb0xavKpSkIaXFQ9#r^J|x|$A>?~PL6fw1~ruM7ID?PnY&z{^KJk$ ztW?^!@VS!}C6pmNNx|4%#o9e&MBiS7A&+~OQZPek+Sw7MROmL@b5i8(%BXsV!z`RGVk8M-$<0^(C0}l75%%zq))RqQyJ&?*x=GVUvv-q zubbEu_!r4#4c=nU<(9r9OXbS)L0+=XVIEU3G#>SUT3BOy7=y4^v_%fLFlWz~ONTUI zeBO)|J0#=D#|CPu%^*@T?@cNU1U}FJn6a2%Z^0nx?aX`)Y%tZe9%RzWoOf{Jjv(gFEAq^fXw#FX&>-aN&v9+=XS;NtZin@a$C#Rn zviERCq>iXw9xiwK90qIMS_TlPylO$n7(%0Gq4L_atbZ^AQ zR>T(qN3IIsg#&NLzLSOHkb3onVOG97Ka#rJ)07N7A9Z~M&v#2=!;TXV`V@(GKbj6y z3jDO%#fEds9qRdOI})H4U_P3mtJFqs2~x@lZkx*!tC8pK`64#}FgjN#ktlh(N{{2P zOB)Rb>qQpASc_O}t+xvO6>4K=Yuey9PEvLWk6BBJvLB zdfvWxk<=$u);->}XK}Schs=@QZ@wxTJ;OcZNu^cwUuA)RD-&>gJ;(uSY%kNpS!BftdG+x%Au04m-8_H}ID;l!*W*vDv*vuv#F z>|N`v4=ZeXvA=>9k?q1PN_Bh>W&g!sXX3+ym$pki!!`kNNri*(z|r9grJ( z3}8!y$tIsnWsPUhmt^1re()!%oOnhuktTm&1rM+`$^R$|u^t_OYfDF_Z2iePYC=MS z-TAh>$JL?CcwS=ipJsPQpcZDs!Dr896IK_CpG70pkZ)EgvK3g9y?emB0sADWIK2YX zKi&la8sM)^Ovo}2?|`5+>%SjPV_y#@wD}dM>r@y)Ehr!?Y)`X9&zIt;YiZLs5O*xpv=;N)z5<@!H*D{|9tBeH`qOi>gG8d?LT39%J)cD5iU!1l( zB1e(O0se=@ypskzp-KX*zZ!vh`C1E7?$*IKA6eb_o7vk=Pl`R^VXG+;2A>V`!lePC zMi)~$M|`H?8(vc^Dshinn7-9O1%UR`*H1`&#xQ8g(#5>@j<;9j@@WbaA9_)i@P9(q z5C*(tVj>6MXQ@snM#m%&8*Ei=vDIy3hLkO~LswCp*j@l=?CkUl3vMAjtm>n>W7yle-yJmBr88)`|_{-cfJ0#On1-zc` z+?;g7?}J+GSa$&E6nJqUFN6E?`~gK(UkXYoPsLfU#(4xO146CEOL91OQd!CJNlMCc zNYL}rYLRwWLQgDs+}?-BBzztGM?Zy5Qd)+7d6PQ6T8VaQL2LWL-W3of(76UmyKUSH%N^vQ4447lP`)r@DW4kX{La5dyU?WXYEk?&26H(X2>J-rO*KlVmY`Xl=-heROfUXhhr~c7 zCP;~G8m-yA{}+>=%j=ZT#@rJ#oA{O*-u9NC^Z%`R!|leZTI6#EJSQEkWpyWMWBzbQ@)(^ulHB$=>w^3K_n*yU#UJ5 zb85@3k-=Dlu)(&Q|2f9vB$6mG2O!cC-lMA|BwvFtSyrb7aaL#+behioE}w;?NMk@! zbmjK38MP#m;y1jOR4pdf)+nlUF*)Lo*;u-VA8KLy1OTu@Kkalj19*2`?*pTo z{p=Ul$!FQge1z{pF2d^+)!q)LGsI#tee1$GyqY6riXiSh@R)df(=PEtax$#Bfq(=C zU<#OOPtl&E+DK0?g_42EWPpCDL0*&MN%Q@=O7>uTe1hP~!xLFtpLQz^t;*h9&8)JV zzT1eU_{g3y8X#%!gD{y_Q0#2=m1v;UZac9xF*y*T+FuJIsD%6Dy}O5264&$qgfM}J z1K{V=!yzqR**|KUuG?Cp$mA0vi;EDWGa7h6m05MJL{Igu*6PZY5K=Qt-$K!CCHUsRN&{pJ_U)Ztv`S zv8O=`1XCiU)XB;lr3jHMR!n0w^jk%n zBSJtccpS4%RJXSw)`v)^DeHbb=iQ?a$UH#YC$O#Yai^2)**CTT0JA7E%%`C&N$?uu zY#KvUTF&^neXOm7daXkB{pH4qw;RSd2jvWA<<=R2TxFwyy1K7U z7H<&x&Y{3%Tds^H*OOQK*I}JebYtG-+Q^4fv3G<<2Hj2Qj+ma>MPXwqE#E(9@n4$ z1(#7}{tOQCva)Ml-FB4Xaj+CfA67gL>p3lz8-U0s?5dTEHJ{X)b%+(uptiO70EJQ9 zsyZKqMfg0@Ajk{BMSf6ggYia?YsPGLvYVBo1ZCC)O*^KPjVFpLpa<|9~^~Lm&Uh5rb zHn(&YEMi@;wZCpXdWAaF?`FJqrl3O65ZF7a}W-H{7m&E&A9+++mYD;3M zu}6&ZpwoQ626kryH_jvf3u`$~>2bs?H8@h^ zcDknht{6J66OOrcrl4nEn z04*3Vbh}%y;sZE&)2&CRRog5xLM}P=W4dF#Y-s|Gn~(iIWi@9alrS|hd0K8gUprU? z=tg)s{_Ur71}6N?8i3}2KGau#ZYiy9ZJ;0ZWj{9tH46H>gmPXxfCkufG32^-xtxkx z{|mTj!K1&&dqqGn04N2FEpY(r6bT>~j*7TML95C&Z9abcF3h~}sl6xazg;<3*y2UU zx3x6`m!qZOp;Xoijgk*yVlT0=yKc_FPt3-0B@bv>|A+5N7ymze*VE?W5BaknWLcGg zj(6wg%?>K(@=hyS2g`|d$_;%2Fb{v(1S(TIg~Z9;0|40D?j?5;B@#aRP>SjSS6Ayq z;ivf#Zx*VUO^b!X;a`RId4D;w+>==G8u&U@d1CiQiJviqP~$L1E7{EnI~!5V^~cY^N7L?ZxpClBStPL6>d6BSg|?K zillWj72d8G;R12lVQEf3bN`h~45i98pBKX7cSrSSipvp1{RVtI*@@zwj8 zdej%0XZLL_km#@`zGHqEKAHa=89}7rT*S;5dR|uhB9$WNbdgzXiN>4G=lh4&HCGcf z({aB!W+<2rCNFJDYTtfFpS4CS;qtgr@r;(Kl*(J8bQ=_@b2+FMI6@<#2Ev8487n3@hvlEbcKN3TZ^dn8};`5N3oRW(cC$HBl8*x zCKGUc6jc3OqTMrxOZY{3Z8Z4Vt$=Ojo9ujNry!Mi8~0CzPDkFnn~NqA@ipFYtr#51 z=3NrYP8Q;b@dI!VrQc8|NZ8uidSEb|j@7FRozv`M7vO}L3Kk{n`lyddzmBOLXed&g zS9ZVb%c!LPqog%9k0RtmvgMoZluNnR*TmLgmqJJT(1S;3W$h0Uq8T zZP&%0;w0{rFEN~)-U<3zap~a&6A%zo`#?RsZw7U<NTjY?D54h9Dn9UzwU>>h{znOXn4$BUx zwXZBXHBNBbFb|(tH)l3_C7p8-f8i_~c!}Rcam50IJ$-0Z48qI9$y3*5@4DOD+iJ5> za_DJt+eAko^2MBG*$!*=&Ctv>nV_zWj7(f^-I9mpZ~qv|%}M^Uv@scr1D64s$mU@0 zWb<@0< z>B(r)+}w%q(fv%9^V6Yox&gVd*`DHafW?Kh!1G=WH9Ai(?nRr1`K{J$ld-)1k9o;G zW%t-tF4--8j;=yJ#FY!Me!?YB`Uwmv8=PWLQrx9od=}v zoU<$berP6KKNZl-MX$5rfsv?Y1n88e?PL{5pa`2m_*14bjXNOX*U z(<_$FH_8#gnZqHYtk@%apqLuAUporYvcEL7D30RI?~Y+EsjMr^bBZJy#i@>bX*dAV zGDA>0qM6DouDB{T*(1Q2-7~V(?JUTKTbDLpGBu}86KZIE>}MPk9m#On+LiNzlO^Q3?jroACqF-DXCjZ8)awZ zCnf!GFgF)d@}5-q#p6%F-Sd64kmo036HD34cUp)Zgg z-vCF6^}k&iY2LA)L^CF&ral{t*F0E zk$$5OJQE9qcL|LoHQx+YlBec%2Flb}^JP3%qIdZ7tw9cbxNYoglO_QVZw<3(@6RvO z5~%k;J0ZVQR#MjA+(CT&HmphYWl3@%<$;>$ z!MGFC*n>BUG}ADn!vHeG&86Mgiv9w%eS?yjLIO>v9P9Ai&9OYSlz8QLU9V$&DXZ;& zk}j+N643Q2rw z(OUEl^jMi*^w>FoasTRg<2mvwBuBA@e7t+=S1T(+H9j@(H1nRyMhWZ2EOx5N)WiOx zEg;A6SYb+Hb&w782jS0;oD$SJv9EQC0`tozrr<+rc5b`oDt*;N-ze63bDa^r{~FAz zUSZwll^Mrht3F0)yNHNl^88SFc#3{E2KWp{6DKQ=0_!&`xgRTh1eNA#(M>v!-i=nj z&;6~6yG=1Tb|Ka#nq8~&!`ExG+y`er-FQa@hXBL9Hi}`1$jT;x+NJ)Rn-TH1Gf<%j z1zEIZ-QDCB%SW`wb`EKXgb33N-fJX92*z*D4SQ@wN}W&c$-Sdf%nufsySQz-?bv<7 z4uyRc$>T0MEy3Zf;dga!EhRda*&-tr}_AR}P<@bO1OOf*Yl=u}KoLwwXOFQCq&aa(T`qMAl&)_8Amus`5>&zBq zk8K4QpCiM;;o<{pWQMJKaD?Ifg;14m95zzTeMOVefw8A?5lmn*aulDEFu3|6dfYY8c2X|@H$4$)I!jKow+k2dT zXxHd2{BZr0c5d`>WZSlN+L!0lbN_dZZahTrmhxa)v@U{J{?!e?8!8k9uAPV+?Wy0{ z!I**fo@a1C^wcjJrqO3d+nGJVyRJ|bMwm-}p^C>QOe5#AH*?h-eK(5Q=Z)*fr~r`C z?o^n|CUpHi5!@kyUd#XO_mr^Y7>x8T5ugD7w9tf!mhq|57J)4r*Tr=XpZJASY{WyP z5>K@b#^RR;RZXn!W3w$qcU*C_rgNi~p(=-+oXWmns0F`s;6R&RqECe;@hBPZOrvIN zqU)bzIJluVz)n#Q$1?4uxva6SyzV_OE`AbGUU(etO92@$9vE^mYgvtvJ%8_`jGl9< zv)DLRsCi$i<|28?Sg!;d#Tj6rm2b^mNk5XXn2s{_Flrn8dAjfP(-ayxfSS8frn7+r zSI>26B@Zpyd0+fa)n#}4aAhg~;s=_t^=+;SolYJhtW@pta}keD-2TVl;_n#F`^mW^ z&eiV5^fW&hpTMPvnmav#(?S_E@+uQ9sZ%c6>KB=e=H~ddlGUqppDW&42YJOeMor_n zzgb|&=~!7Z3PlxnbwS=hmuwAYcVO$zw92`9qD8q!I_6?M8ob-IF|tTwdakP3zLzMX zV_iSOdg-bu5qE&vxR-a}QQ1YSy{Ei)RIG9D7ubpbr-$(%cVFVnx4$>GG)^j0T-}Z? z26`4MpI>lpdYwx0pMzB{1Qhdr1gj@xCzcRN?kvMN`Jp#B=bV0+ezXZ!E%{25H98l% z#VR9?=mUcZm5#&;Taga;TbhmR&UfszO4TqV{)uKe;wh-d303~?vl^hwiqhEdeyHyp zpOnw`i1a1|AvBeyG(nIOx(Qt%fFOom0!R>oA|MDz?+P3s^kQfdnu4^@A@r`4P!*&I z61YR+_v8M%_xa}6JTu9fz4xrW*89He$qHkHCH8AsQ)crW1r%`$JxaGW8vcx(DzH`+ z*qh7*an^lB$tA`45v-X^8BO7qt8vi};SJo^k#XHn4da=hKH>}ZmlKvB)O<56OZrC7 zC%EK}o-wx_*Ht*64>77Y%d0!~tJAfW*|m*>b-gc3+*%pNKSC$T3zXn^y^p^tv#!0o zQk}5HSMjqwZG$w7_tMdk3E#teK}m1*}IgD*!`)TQL7i>$ULN z=?Z0^qnj^zsHl1`l5x&+rN0&%JtJ3V0l)p6xARG72LMFN=Z3zJV-QvB-!vNM$fuwf z-`hItU#v_l6oO=Lvy1@0pB=;^#VLs+FvMtk6N+dl;ey=Xr63OAPi4h#iuiT!o)f?22NIFv(*Fq z&3qImvs?UIer~s&0ur|>J+~Z-Dj;r6KKn?)kmCTRIvoH0J3gbqq^{9wSdp|5x)apA zh}tDaN6{xc(9^C&KE_-Kg;w4b)zLfIT%gswjJI%z%O;e}{o?Df6LP)Wh`vHWFYW^< z0eG7Ky9x78EtIg`n-~qq=bXf$KE)GjyC*rCu>qv^xI>rUS1izr%G3J=T9q}9CVNFp z1^e;f+4+82EuW53Swksi2le0t0Sad97N(XFe>!}vK$Ds-zo`jMB9U-UAfO*IV~&Me z!9zkHMEl#)a$T29<7;`m+7{U(b?}HWkk3A&fLEQNOHHSBP3IMMYJ!ny`-JSl!oY<( zoyDH}ULU{aIjO2~MMm8^MUc`^y-;BzOY@XiURV=;!KE~@#YN8V6|_<`hBV+=_pQ|N zjpN$K0=v&k*cjQaw8{2LAW;BEw<0y`1v)yqPV}#26wvf$aU)Dll32G6l7 zoJ_b^A>SKhDjIU*wTB~xC6KLylD@~${~j_!D;HZ;0cwab=n@eEKkeU}k~P#R*VQkt zefU0BNT$MOnW>8?pZV#*;zDt3gPjj@q2J{o(q{2XHR&QKTi>Y4(J{zih)B>#hq;wG zR6Z)<%SLh()(W7_=g$Dhbg?WTAYAGthx_7Emtf4%i_DzNsYeRp(vc&GQ|QR9$Vgda zd+ORJ{iDY4QuMuYefUp~hhvgn?d>`0qZXLHV?>BHOvn#s{M&D^()Pv9csIdxG>%LJ zqowTThCjYjPCMuvGdHb03@(&=00Edz|q~jJ5&yT>GvPW*)h&QW6NCa-o_sl_EZhg$0fFL?aWzP@u)DjX`T?ADvb@E-?w%tI8KI?3% z&W{YZY2IR@jR8J@6Y4W#L9vxUv*x4i*Pg!nyrky)D}}rqR+d^HWA5iEw;ZmbkJVe{(Cxkk3rvr+!7;D%$&PIt`cFp}ipkL<*nj;0thn?4)o zo{U)}L^)qvFmZ(WJHa6^TcmCx%#dH&x!g}po&FkQ*O&>|IXr5nQz$-5*4M-H>nf4p zous3>N7TQ5%KckQu1kW8((6(eDva?1i-V08<3q>hBjN8RW~9vW8gLM)YPA3%x0#&` zV)oV3Vb7g4NtN-vY;#*@NIRb1!|AC$oYXhlf%bTU*0;o3Wd(SU9PC8R@I$w90Z!)A z^+PJXVeblg!pY1GLbRy4d_Dgbl?t3U!YsAXCpSp$UhpYHCrEbfhLS&~#H*2yusPpV z8gG|4nmV;s@mE@x0b>ml)YgIR54-ZRqVz88%fU@Aak+6gT>dI zM@w}m)W0fV1g_~Tn?ig;vWxN{03A;U(yhXJ*t+kzWBhIJGLoABKU#=h0R5x9ZIjA! zdYcDfYim)&yxH6Dxv7HUaSOkEA8KPuX53cq)1FO?2`l=l&`UVeLS9qkf#|<(q)IbU zhjDoW7dwLyHm6nsL5W$M+UzQ^e`E#FhcgL^BW1=Rp}THBtrgTmd8o;n!dyMkEunK- z!NnfH&!v0razP$RMn#XGpK%@rGKucm)XJz-XRSoOaMpxW9PZDdId;6T*;FJkCkjBM5t{pV$T#`=eoZl91 zH{q88P8^a5fR>grWya43G&*VYi}keEAN{i2n_2qGVN`qd>x`Q#Lm53)I^U^#Bs*Tr zxYgxyQ>x41#H)LAZvtAez6bpo7UV96_JuD@wbQq5$lKm?_bV{<{_X#y?%>{XZ%!$7 z-@E%3)FY)Uqpc0|GaxH&?Ui!h_B+Q`$2Nl-E9U3A;Xt+!tv?AYaIJUnu6G}l)EU}o zRIplQFH1daD|+%>sROtI^oDIF+_99BI0;Rv11O=}eNOR=*T(}s#4TvWQj$9wbT6Po zvIi~Y=z?yJI4Zb%=`wn7pHA9YsV<@(e$baM4(g3Ny$3uIz zH@H<&M`A!tB3E&4I3>Cu3a>bjr-(Ia%ntI9KfDNmexIGJ5>ZesDcdh1h6UlZ^&Za7 zPO_dQb3DkmQzwH=%WMlBY)uZ;UPx{lq|mTWM-rL4v-1DcyvveXVN_zE(GVzgsljht zEymKHx(4Ltv8eUHo!|lRr@xysZ}SQd%dNY^mlt<~EBXP=Mq%?>B+$3-$40!wn>q@e z#N3?6gzfI{uWj{Nh`})8%;|}h&zgUVJ(A4N+pIS)V0v@-`*#&`We_nkr{6PU(!mg4 zhm6FhWsF8$64oQ{B2e)b@TUpQ2I8R5S2RH)OmCvZ;Jj~I|DEaY&spZA$t_&Q(gv$w zM3}ln94qj(o%$rMCQy;AxwO<0E`CT~;B8N?e_cA(yUwt&TDOsSZEtm8PH@Z|^KYq; zvvIC;<%1~pN!hAe9;1LdhmC}74YsSw0NQBW3yfF|TxG8pZ?x(7X|hmE=dG6$)ohed zrjRKF58B2EX+cA~q@n2NzfV_&N5;G)BjCh=6dy$e;WbuH(?OCL}Sxlm>|Kh`D|g}=k_7*=boiW<48JmTk$nXU(@j(yNS#j zzWxXD8>d5};<-Iadx?%-SW;4CD7~#S(X*hyqKaKXd?fM$cyHA&+d7gF&@b|Gz%Ds@ zwxAe$y(w9ht@euaLZL1E5L^62b-tyTGnvZFZRQ`xz_U*O6y9RdsL!rg^-6 z)5+gL;Lu(XSvxHD5?kd>eI^;Ew23xPvZE;tYIfWbl;ntIt?tlHX)DiQeM`$$H`Duj z%S(0SD%-pw58UNL@!+d$_p=t3i^Xr=!%wxHzp@6LESVKeO=F9%$t{+=F1233zu%E3 zFUGAC{sqYo^Aaj-vJ#*nd2YTSOy8;Mt(EIAY2)|O!-xFEXx;X2^{W5R%t z4VFGwD@NGyw?Y$iqIAL1tAf}i{Zm0Fvep}qFgMjTOc?t*bAt)(wv8nKzIeg4*lS|* zF(r;ub#~k6IzH>U*yY^htCh&OBAg^Tj3yDqH_*RdS^ljK&A{@5aj0>d+H-ls*rzed z_RS8pdtYe-!yC-rBTUKjoeSc%9;MZUe2CD#x>k`>WJtpgS)^%stXJ(8M-hZ=7`#(W z?uyZ-#&+sZruQ1sK}i8X)O^Q?Bio_k@%{fQ$dGIrDs#c_yBxWH((^~B)`U2&iewC8 zP?ch|^TmH2^j|2|5Um}0H>WWIOhETe*VzfC`5aR(CgDj z?C4kJ+93cjvB8W}-k$PC&hY}8_^56u2;z7XG9*Q#uGp3*4%_|ES`eGlOOzR6j<2iK z-gM!jXot5H`JGsHHlx8393yrG_S}zRZlquevhACvtjXpA?}pVqiAJayM@S3E3I?}a z_<*MxFLXCe6 zz|L#&HA>K$M=mF046^2q1{sqeSBrp!qpCW)^$kLl2$wQ>pl&dmwC=xc$L94&7c>$kAs%pVe(&8ErEsZB?$bTD`^1{8L^F+ z6xD;oNi#p7e&yNpN^TWe<*9V^OUmhiaBm^;bjEf`3{2avZP zZW>RXnk>0#WJ##VqJCNI)(;hBt6(nEtE*jzOn#Gf|FojIW-u(zcG2r7UswE+U4pHs zNMb{-2lAC(&7;j<1NY9;O&D|bhfp(zKf#lcAk{}V29Glc&u1p{S>+%YCg(+YL8*$u z;QTkUgP5X(MnQ$mg_OiiLy}qAs(Lk@^S;#6iZV#m9-xjr*qbPN{6<|1e_C-XcwVA& z84?Rr>E1ootTI|B?1`mGkDV(Vf5bmKq3O$LY;=a6kNlSJo`_%&sbM3;@L3MRhtD0q zGJGzCcpV-J!swvYkC5n<#(XjwF{|Lj9{`bNd(bSd5__)s07-D}+`*S#`W2nF-M z&gbyej?61^K)(;{BR2}2azU0OluCu$49J!xzCqCNT;9b+69(r-geLasdV2Zwly~TU zkF|tYvE~05y`L9GiE>un|65`{9qfNmM2k70zcmI^==NqwJ+%Z;)qPN^Z1wVg06zPQ AH~;_u literal 0 HcmV?d00001 diff --git a/articles/ai-studio/media/how-to/secure-playground-on-your-data/select-network-isolation-configuration.png b/articles/ai-studio/media/how-to/secure-playground-on-your-data/select-network-isolation-configuration.png new file mode 100644 index 0000000000000000000000000000000000000000..6c23e72ab779a6f698b2380aed5095adbeaefb82 GIT binary patch literal 70994 zcmeFZbyS?o(mo0yf#B}$kl^klNPu8FxWh0w41>D_2yVe0LU6a>?ry<71a}Jz&K*eh zKIdEach|jVt^56V-YnM4bXQeZKUG~V)o+6TQjkJLB0_?JfkBm#mQaF$c^(1-1H1eZ z9$NB?=SLOvqt8u6!$Aq)OkraOHZiv{rf_hzF{UtfF*kvMahV7GwSd}5fpTja67d58 zofAzae-c%|3*9E0W>+$GlqOM zK9RqQ(DESx^ut0s_{m&c{4W`C@xS{7?MbRb4tbv{rYqC$FeD9Y;AFLkkP!D)JSzw9UX0OpSPo9m?F?i;xnFj%VbK1A@tt4 zI3L+U&@hr!bCZQXyqRL6P74aIzbzzik%W1R0>A7sxlL66e|!{HOqr?tFps2v`VX_>O%Mm+3y92w$m{gC~bf!lT9J^juck~Kq*%A zE+m-ipjYTND?(I~B}oUD&5r2{JZ|(F!h_$+QgU~aIWHptoSVMY4UpvJ{~) z)86xAQ8;z2UVY1FXBpYN0$P_Z2^Qg5N(Gaf5OfY(m@?2`ZbI)B`L7(!n8+prlfC=?ICv&KeX~@e7 z0Kp&@fDzcxn8gKT19d(a7$H#?8vxMK*nz^(*woxwnChspm5RdLNSI2UTb@ncM%>uU zT-wdfSlLZM1?Xl8nZ-$4`d@R|BrZU`#&f^@nCfU*s!v*u(5(btpCno?;z;}74k=+|09RJ3UsKl zDjC~@9qoX|l1|3f4%GiH!U*^ezm21v)l+wjfUL$=#vmxEJ+xK!|IwtBjQn5!a6Cd_ zY7Vk_;(~(xKPVl{P5uSe|IqER=BYdXt_YOO)CQ8QI z-T`0@G=3BX70zM~mBYcwZ^*;V3uR;naxrrO*|?y>fIwzmPJUxUHa1Q^6R3wh8t%6? zigxBuuLM~AyH<~)jG&?n0epM_HXb0ep&`JCnTv-T$jryfZp_SU#K+IhYsA6M&2RD~ z$_Oa%4r~VkK+S0m0+<@J+E|-DRXhSN@b)hmVJZ$5wttoUWd(3BfighHfVs61*xCMH zRVwBnV`T@xBcANM9Bh1SoSYmSyqw&8+&upxQZu%*hx+29RCYENPQIs_N5cp}y90$5 z@aU;f0Z--7-Ux`>83P=^b}C@7l`z$#QWTGz|5VFE2b2-O0U!ZzFop_cO<{z-Ge#yI226w+EXzI0NjA-kgklAC&?l@Y82*@w@d>qm z=$*}sAMF5zjG2v>`QIR;V*S%u*2jqPcW;GQ|8IB*JrVp{h=KC`E`x?HXe4C)Clvm{ z3)=So=JUr6|C>!vQ2e)%{|Mjz!u4Oc{v!nbBjW#h*MH&qj}Z8ei2v(d|G&Y7^smj7 zu{CrBKuZv9q&4kfVDM-k|6pa5XpW(U2o5sx zk_g)fC>XqWHEo-xFfbG_G7@i9T;}(e+;t|6?;jol4GnSBh^vXHwLcFSY!;NQmBC2_ zH*h3}9MX^9F<9nm`htSu0-49B;Yi!2X}BHE#;grLX;*~~?Wr&uI0JmZ$dS=>43iUVQpqmSk-=Ad|d0l2cqkQUJ z!l$it&-goiZ{00heedSTtqk`IU!4g_SsdJiRKWO!NBYf=*CO{9iEe?hmZa^!5{51f z>Ccm9`j}Ovvu%w`yreg!lJyyW%L)jtsF2HGZ=Oy7{D&9b={MxJN-xmI(XQV3pV^Y0@!K8u)gZMrwc3a=I|G&cvQ*99!TLP#)J5lTq( z5#CXAvZ7(P=O|B@{L9N6v)*zGi}Tn^&Y6D{vA&2tGqMNRFFI<;S`otz6_Q?R=Ppo| zQ?B$Z$Af*_0ITqdMQ6rq)V*I%ph8GZ*WEBZ@!iFXp{=Wn^!8uNZ|wB%EFTLinGomUw1(z8&DJ&mUPOo%^&`|)_r=WGx*AK7s?1mIBra>enpK0b4uj>ML&K!tp zJSC0w7iA+3dTTtWJg?;?c48$tNwA z)A*SZlQq9kUjOSWmAkEYJJ0v@L;0?u;!3CHjr2?jRN@fEwySxYvNOlY^323}-xEqs z_%@RzHQHch!@-VCi-+O?<@HmL2J*+_zvT4dN-Y<4m>L!AL;K|(>E&zxsvPXNwQUYg z{2-eWZ^CK$gYUajy_%AMZ9_Z-PSoA5Sx*`3r$#z}CZ_lob>THqUqzxoD4#h0sU1})R4WY;uuw`;FV7wsOJWPYUZRgsu4nLWXllat{&(hU8nnjC>`dpJJxO?1H! zT-)As=8kz06B|In2ATH9x!&q5t`yCz&1mgiDT(g_(bR)wg5#t|p7{5iCY{&k zRfLkIhd~o9yYml^@@rs zeIJB@es(Upo|(^-F1=`u59RpUw?)KCw?ZDI&bhUB!COt0>#i*9y~FV0aGc=)0mJyT za{;-Hc;y1n#hfaUe={ZwW*g-0?mNCrVIrD976rErrnFHaCyF+4!*uV>d|oBOP`!jC zWj72!h!Y2ToO3Z86JSL}MQ?A#gM#E~S$=txiu$_l#RRnse$2>#T{}MAgAsJSktO2R z>ZTW$_TY`H8>83~{)SF%y?T0T6br&7X8D0b)e5Le^uRYrdH1u&O(>?=2DSe+5~YDq zLAneT%n?OTcVt_F7>`xy5%yGrp;tC{tX73vx>7@U7z*1h0P91`=bICr0ea53^5F*5 zAPTC*#-EN?5eD}in5x*ky#DM58z&>1bg0*naHq&{Cv z(==T3ux+naX>LZ*JUc$*2%cSrA)FOC%eOqREPnNTWmN_@TEh6m>vizUGUNwBPJs&;l!hlX0oicb~sv26Mb++Tk8oo{m~}H2Mvx%HXOObaz`Q?Hg?x6-sCpXTDIqKSjr6@{Ne5_G-2*yIl=RVKqNKV+!tfGm-w#-3D#ApDx+HOO3aXz>O-1(E|V<#n2SZ~4Qn-ZEnA*ro=Z!|-Q~J35t2g^ zj0K6O8!8d>Fy$VU397y6oy%sFh81(p4F@F9x^)Wvnt-* z4u4u=^*WypOZ@A$meltgKF)N?6GEIC!hx^OxxiD9OP73RbKy?!@+Sv0yNmjx0cAr$ zs|6UiadEe)vCM|=)py-jVT4>}7~Yz7pW|LH=N<==Z`+OvySTcJf0aabTeL^_7rkv0 zJSsM6-zz)oqxMT)Crai9M|7^{*HwJqv-lhJ=+5)j@0>Y&Bk9cyGh;so(5uMDIr9t% zITH4xu};+#sV&aAn&7AigdLIA#8Hi@=}+wzgFoKUNWsVGXp4QFbk!+!2PI!Dv0roD zPZ0|~*Bvt>ye%T1+t^YU(K7N*C+$GRKm7U(m`L6Tdsc*(+dP|~CxgjNw;n-eYocKn z%QRX}N+hm^)Bk zR&;T}g)s>`t1L0j-q!kaxin4OqIG276=kI^LrkBuf6o+i*WJ3-Jyic3`&P@1e}z#} zGEYZ)e-;8qfQZz@wQ}dYJeN)@8-FVLa3<(=mICAJ7Y?((+?>+dbT4ppdjP(?yyTKu z;$3pUW@JQuWkpOzs=LMhw92w`v=dz#5tZ1e4XSc-_2cj=)ow{00ZqFb-{N z_{klu%)E{#F5?AXu*M;cp4MIIFTU40cI3*Aakflm$Z}>wG{0!Knqo7=)RTiw>9`g; zL`?ABkaXe-1%lSSu0IG1f-_fL8EAIHBtnZX(VRsBvRxX-02n(UQ3&kM63J+uA!}xs zh`XrUm1yE%i*zHP+ zUm<6JLE6WO^=;q#xnx*0T{5Vza+Y22^J~M*Wx-D3q7~$sa7lemIK;n|zYOE29@%IQ zAXGX-ATmGFkPY6?Sn-_w7?o7&w|>pD8u5Nw7$V)?za3U4wx0%`d9S z=Y&b*QG!!%MiQJ}5-65^ES!mJ=0tFt;o|5Uxo;lv+L*Z}VL9u89nxM7{rX{|e1rg+ z+-xY^gXiw2mu9JV#n3v)|B9uczn+&qXSJ|BS4IDD4{5!c2-|@fl1r5wO{cTsAx0Ou z{Br;5X=~CaX}>*|S^4Sn*2M69wWWGI)2SQ_nm6!G+?@gGooOB1}wdE z3V6|Y1Vc6O^GD#04+cYdC1{2RI%t0Ft&xD%MSl9cYZRb! zt-_DL@R&1v$BRCPUB0EUVz%gjXCEuEv@{Uii6>fSZRGjfa`dxhtwd7|y7F~Bk4un| z_l%jG!{+V=c1ey6BJ33}=c5>L~K2s2}80j^<^O3OH;-*T64ia6A(sa1*tM zIlrv#@T~4eqYTsUe!TYLyOO1zOqV>}uFpQIRNhzkn99_3agVTGua|tdvwlq*a8jD* zKDR;=;krp=hm4fAmB#edW`##>m{5K(>N&06^*gf&wEiCDzxbW9{ zO&i+C2a!2JOKF!&VQC3;3VYm8k!o=lGk?hfR7^OwXz`2h%tm9$V`J~L0-y`ETQ*S! zz5aE?*ZoDQVS@49#q^ueq2wPT(KniUU|;lG^BWUC>ij?L4srt zi7?Wd$%Du2ulry7H-+01w%S_zuMOuSPj-4x5j?nH5Q6s+kopt(KZPY7N(3hLXPqUs ze!GZL>RDx9tmFyb>6})X+gbu5okfwvSWMT$O$U#mr>4hGoC59ktBA^+MPnXb$V!oZ> zA=58z)&`obgyvtWL`$j3#a|}p0l(sB)a6!8QQ#`hw`veY%WuH=-QruCUDQfoXc4v>)(WW&5Q_g`Rqhh z(+GQXCe}K>?uW|VRu;RM=FVFP_=?qmR47;#`JKTp=Jxvne+O;E z7G4#hE*pIYc$l)6RE0DTVlVCK4PS-xyjsJR7&?uV$sqM(#6S|M{(OH(#Br)+xG$W( z&b*+>U3h}`@O(DjF#fYt+{p|UcF$#|Q>ZA0>hw<$cJ zpD~IefYbHt^LXSWipj`gLv#=s`|rJ2LrU z=jjyW`JxMRL8L>^Xr6I(Z_CM!+4LP(ym+hTTd{Wt_eTq@s_r_9ov2Nx3kJ{~?(zDy zu7_>DbP1hZ5`%~L3qqLHOb1oI-&nA?hQ~7q?Afq!16c|6@$Gu$XQBm;S*$PWbLW8% z74%8PO&i8#ks0@_U~Bi(i5yXNcMtTLWJyyW(R=Cy)<~S94G9)RO&Ue%PBo1yc57N3 z6FLqzCmsy3MLu~^oZs4$aLp@^){x#t6@%}Q+n_jFo2lB5Kk(najRT23C`lYTt2HdD z-E~wgfh~uzh2dNdCcufnrP19La}VFXoG%piEbQn*-L>-SZo)S7C5rQNCp&1T5pghH z5;V>Id?onIzZYnlX5TO+ooi2+-NQV0Th9tW{`)DV%_Z{(ym||{J@(Mq2YIJ45{B)Y zGI4ckA8jT+;$SYeBN$_uzOvuN8Fh!a_Cp)911X=sr1rgxU3Nyt?@7)s$!sz&{ovt9 zrl+|zG^RBcYpMWsbkSL=y7%DqV$ZMP2Yr9gL)j8VI-+~o{F*nk8Aa<^$$P~-7Z$D{ z*!J4Ojo)BPNDyge(S@`nF}V#?rer9j0nGAvZYu(e#?_@n0edYf5o8YmjSKJCvd?~5 zMBbcCvI@0WMi>orON0p*19{R2vLhGK(S(P7@CDScKTg5Jbo|i91qKaC8LFPA1 zR8)4bT;PEYu-TL^FZ{A(ZB2=*=R)nR%dTAWi1zsgB^rrfe<*q_{r-hM_xC9hlcmWD zA;|J-D2W|0Bd|BRvibYw0b`iwl3M2p<1CR|?UArE;$qRCV__YIWM0P?Gc{%-uUolK zr$0B=SEz=%rEym7fo{1AkbTl*=Mm0cv%Dtp$mOnIE&s&6eZl z!-f3j?#s#Qp0Z5|tni%1n=oJ-PoiA_jZHlNcyM09boG60Oq)81f8i6z0!i+Y)9*HI ztL(Kqh}yU~{NsJ#Tpc2n{$nY6mGv$PkJk~?*R$E~u8ZPB0jpWG6oSnayhESZgFr&A zI?$apz#R#Qe^jh-e}U6u&0BHFsC>nqUe*t(D;*K4;lqo$Zu--m$uC!`wh0R>#z5^D zPMPl$5?ibw_i9ShUVKLfcZ|KQXX&dWG3>UWB%x~)i?(;PLo^iP?N)14W*57azukQdhb13(nu`^W2%j3+8uB16O1zA21;=zcx5r5Fo}X-b4JYJOE6<-U#FUS=#+|w!k8} z*MeaOoNVU~Xi3~(tUs!;e z98OHKA4hZr)MpQ7crs!ufQ(Fybj-%T10WR@x8WEJp@=x(!U#0*4uJdmsZ-W001DLiS{zU@wFU~H>f04lc8|VM3@C3Xqx1S>qw+NPM zbo7epDmWV<>uYP`W*U5HM=jdzzq310MIHR~A;p?W5~z2ip!phAD3!zdG2r{mt?u7C z*IT5XO;*LwE54GUQUAsRTCnI!{f(NA>bG}Me**~f|B#qU?KPZ6J^8SVcz@j;N%Bg> zuM?KC*6pkp!8&&dbteA>6w>vOV_7eeJjj7Eg+#X8;Ke~b9mN|TjHto)G4vrK_nS2R z8MkfU8N9tV)?TzNcT5O1%#W-D5VPqN_J8$t6oQC}_~G>$Dv3hv6(x|mTpNjry?@!*iI8DgxS4gx zt}|GXA#2I{<#8AobpGlvgufExom*aS)^>(bE76j1_!We#1XfeS zbGmtJU6;w4r;uj2Ih52TpPUVkiCOQjHw1o~J#^1*1oY-?mCrR~LfPRNpX>zOD4 zhc}=*q?VBX6e6$nsOpOsPCa3+Vaj<5CtC?7XT7HBtJB(G)vTZ(oi{TMM=y@^IlX>%+KrCaXq3T2R9WTR=!zM8wZFhb>s!Rz3xX59K>G%mJq5b)Nz8t6WYD z@mdW!F2s;Vs6n$XL-n2~a#VBD1MY!?BTS32k>=2PcbedV!QgBUyc30ZE8aK|t66laGalRT7V3#E+`|TWCxlCI6zA<#w<1oI1oG>^ z7*N$%tt)EFK~#!+%O1*4Uli6Z%+77F8x9T-c2Pi%95&gV`S0oEYVo4WB%&re=e{ew zc>6nAun5WvobMN9(Rw)ic;0-}ls+~I_X$C_cSi}~LFAG%M*Qw&<647T9MH{zoi25v zr$<3phbKJjh?fIs)h+2Jh!1mbbJ@I=SW!@J)u{ilJ1C-KLm>KaEfoBP8MGkQave6= zd2z77@3gNmm;W`AgLAIYnKezo(V|k|s2QSHSy?$SEuNgp<}cdHl|rA9od4lZ)>w&E zKAvIzTo>`7YM0{Z0Sx23ycoTfH+q_MXL{IFPaDuOld7DQn`dI@Vu4iS`xeEQXa+^# zcG-T2fuQSWcW&iOH8Z`s#^=cR-uND_i<4f>ateP-PY=GcLDv1n>X=|`U`o?+c{v+Y z1&w;U7u4^<*6X+OPCGL0vmO70)oi_Fqun|0h}54^t(#RQ5`vEn!$21sBYr+JfVxar znXdL{oq%_J_D`>bTVJur4`R?2hMEQt7dj~)pE2bbknYtK0sF2} z_}Jrh8=az4QrzE0OIQN{fXk~TFq60K^(o-jg>i@DY*irqjYmFNqd5X<>1q?nL%T-B`Dqiv#V8#!<(a@mB9_BJtmDvAfA9 zb+*~0a^Uok&|>FdBD#Z7k2N_tnqzK6>)=4(C+wYWYczGUA4wA9hak9oU6Xril_cIUYn?H2IMd#;&T0(H1mv=Ru6&vqR=DPqfQ0mvNYP`H2d8?*KJRA}UCy z<07W9_uSHp=tJB){J8`)N~8B1-i*Uk?N7HXKF`0?G3vqQ;0r(XuC0yXnf27O$?=RE z;fyC&H^!0AxkF5HOaSW(bghw$y8mjzA8oLh_d1z9JAG9xo4n_h2KsARZG&=2uBD!faB;2ON-6M^Z5Z%a2mDw$?2XxAFWn@HS2p7J# zt?x4tnR)^dqPd zk_QJ!w6nbQZcVIiF}FGH3D9FsGRSubcjexGAnkey3%K`ldQ|DD#XJkuSE%ds`OAth z$@gFheGK||ogUSB+d|CNm?y!EV&t`QEvH)*!&AqLXMgprR&sMU@|$(8$H0^rXT3~W zTtWt+V&C(~JMCP9;w+Dw@07nPP=3IT?l_e`%+@Fn_TE<(xM&9>XHOsCE8;QA@F(85 z%3*4?!bU?r$27(#A|04gbddNOS8XLc%p{KD7yiai*)luT``AG2HUYQ-c zW1ZQ3AQyESuXQ(CqMAIV^A< zKtm;krm#j7I$D42ig$h6f2O(CyU$SQ_vlAWPv#rUT=Qk?f9WrvJe@1j2 zxjS@&L=?q-Dr`pWJxWtrzOTTCgag_94JiWm_oJaX0`R4uL}0+GcJgq9&KCy+9%2IW zZGZC5wGLe4oVDZE<22uEt&PUX8vy#kQIxDEap7;C_36ed>?PF3#H2{%o94KhhozhO z_!KY^V?Q_I^p>C^WX_UaxMmg6xPBfGBkJn)Gb+)j_x4olyMB24=f>zddYwC?BeV-= z8H01Fho64NYluvJ2G^XWp7d3TBF7&#O^JgPv<4COl!MVeDVIu2eGY!jNEknWKn^xa z?pK&k)c77bNm8`vFWXNX|K804r6)^Mj{KahBIAPUYRR~339f!H?_`?nW7huVKK$3^ z#h~-GaGH1DXq>OiusC10l;I7}z3bW|mdU{Mfs}F?>h@P?9Th-x{GD`_yVATpIo9ib zwO<*vqSQpFhL%KR1Yf#2QA1NhK^Of7*ZC5avOd(7L8R;nVR&%T9?q|Kl>Pc#7L?B9 z6AtMQ&?7naCWwR5*TPn}N1W8;NxB>?WtK>XM3arl=`mr)SP}Pn9}KUX$ua`LipFt@ zBt^Bw##)z*9MNR->{aWxdnJmg#6+P2^HVJze4gogG9Qkff1d`^dcGqlQK%Dfmb#!j zJnH_HREaV;T`kvGhD+;s-Z{F(?qLGI+^XFJg@_iE>ND|BV%!+i7q_j0&+8_#W4;lxVI27!{f?OsSIqIzv&_13d#T>L60k4rh% ztMpdhAk(zCfwCrP)9MX%=Mkxh{?eObbIO&_mNqbVsHXd}xMQf0`m9<3a}}0_o<{Z0 zmI08C`z;aHp2bb1RHLeMIO?wV)UOo_e2ub_CZxN3KxpmE61ni8U|_?ZizulM$1Gv1 z#oCYjlXPLA5=hj1+mYMM=ax>d?P3VpSek%<+sOQf8iVt7^ubzmO}nwxORL;0)48A1 zM(g3|p`xe(5 zV-aX;LAVi>#!ZnedjzD5_xo zdq;GE4&hpyn25$IdPcoR-R)+uZ_p#Rk36O@Kd7}-c@C6Kty;83M3`%$^|l-Pr6I>{ z#UF_nyB2O*mX)?}K5SW)6j*=ZMH97$l6q3^QJZFo-3cMD2cOeiVrOcGbLlm1!2BS??5R1fS1W_)mlEpR4AmC z+49UVh?pRZmNR(ln2Bj`xNC#xRoG#2Yj2g}q{?3hC&;LLGr*zLSq}4s%_ibc88&%OR}qKaSpT7SEAS+vfaYrLL;e~lY!u)Gn6Leb`(XVkw)h~4$^my|t!QE2*C!XS}S%+oU zr@U2CjP~`Jm>}yT-DxRQ(7@m^Xlb5%{smwBaN%T*M$M)nYo+owdkKT-7EfDPfh_l( z9sV1t%$}~0j5|{cSNf|)?U|Hmk@N@jMY8p46!I$*xT3XCZGa#c(mq?I?y6k}tg}Su z{$$XQ=h%4-h~!gRYo!OYn~5d30k_lIzGh=SpZ>Na`*1)Zf}62 z$az0E$btC+hTuc1@@(sLO!+KGJW^3r?^E=gt>)7Jn{Xd zTOVt{Ad82KGu!?;mcskXm(6)=!h3o{4mu9+?|jb^@~}3LlEDcC(Y0NFMb`#=`Y@4r zK1uAbz)`S|>^3gb)|dFxq(S^uWXwGfEfaF=6w*ZDOs$wJ$_I!l3g z$L-r#r^}J1za}Mm@|@QEW3u`wq1(_+c-QX=hn!gp7s{560*G@{+Q5u zGD}jQv~P9w1`+w{-}_s*T5cCVzVT)8srAWVM4?{j>tpH|qkZmN*fmCtBW?~)sNIe; zKX|^u8rGLtZja39y+b3r#e*pLg_4rC@yx@eOH#dPNII#YEwru@awAWAQs(sZfHb9V*Uya*2otpTaq zbyS~BOoBeZJ*R#DY<0%suzgYuTiNDdJ(ywK>odFHG;Sv-ySulla5i##g&dk_~egJ+_99Ycfl8>6{|7Wkdwm;??M~ zgQpXA(a%PJK6_ODa#UCL<~Z{`DUZlPwb%Jo06X{!C#;t#>_ME!HK%rLAYIPk=mzmX zID&hbT3Sz}A6OWlbQ0B=L^hX_UqH-9DndG#`mza;dQ%aT04*DH;s($I-j|5o>Ko<} z*Zj52G}OA>UYQp-W_oPIfz)jNg5Vvq{Zc325c;Cxc6q;%3!zz9Y%M_g8N2h_o-k=K zgweHaIJj5xf@3? zx!E}j zlTmLw!(V1FrP?)Ndt_dhmCg8ju?9V5qLI~orO&!8djZMGk}A7oShzIxVxq_r>${U; zluyU{1>tF`%HJtCLdGz_NF3j#Q`26+t_8O!jzgPx{r5{F)fU~%%r)%HPPA3;VUDJs z2Pgujh6uvkcH^K&x`3xF1wR<-`>4tU>mjRNm0#m=InpoC&9#o z{r`~C_?B1=Jv*1CzS#(6<;!FX(y2c3#*7+F`uzq=_`bt?q{nk(sALrL-QO>VKO=5ci}1|z=L~;Q*=hcJ{zYCG8!GSVNubjo zy583;-%4B0yNyX5dWcY~jr~r0YAyM9rfwZ;VmQ?;&MY+A8 z2b{IiFUdcN9~MgJS?<->jgsBK?15QBpcwedRQ zPhLa^kj(Yr+v*vXmxIfPZL@ZWsrE7Fj7`dnWBJ{UJu8=JI0KN4(pXenda%_7mNQIK zcEp{XVAA5WM#`fK@qDw%?#Y{`DYgxoobNxbapkGXlHa?oYauDMWy<;ASZo8@zd_kS9@bF$UJj%O*{~rd zk=;P$ze;%(FDd3o9rbv6)e}?W@RG8}088m-ksNE4f^EE|zQCu?jGDNEtgkuAEaL=h z>FO457R!VO|GZs-I3GD-*U5%su87VAU1;nshH@0=xGI*1R@S0W3TeJ&%yDz{D`>qZi^(Vk zJRiHZB}2B1?DXZl!kHhHJ6yi|oZ*wx31dhF|M7-9?WM}fpCJ|{D;L9L((ELKh>H z$FCzgd|S5VqyO-xw@S+Oiy}spb8WGA<|-VUqBI?~XzouU$sft_)4>`rC=!X3ES(Bt zddQnzG8?_9aB&Fv|DAsms2Dtic*i?nu*pbf+%&XCJ!5pT19yH`n{ zNgGG2kAewDamdY-$Uf=_LV-fv!H0D{1=%qJBqBs~p5j}`?GsSJzgf}vPBpD2uZQ`G zoiB17hmF2*P}ZqgEm=CdQvdXfzZtxuN*)-0uwXC$=A*!;C&TFAgr_sSU$G@JwdfoE zz|+tNnLkU}F(IgmPi=D%yN2g%wJJ)Ithan!N{)l!lT<%+^m(AEG8{0pz~P_Y(*CKA z_l4rBAH>jtWC?qIbm$V%Rc=|S6BCv_n{`q5#BJamGrttiaBXblJEQ~rzRPoryrYj) zs{f=t2jdw({Jv&_FV7j+xoS4_Oy1sWeeY8Cwh_illFa*EGgew&Ec({+pai&oI(;J29@)v^Kfd|22 zf9>?z%pr^6O?yU?%h7PyZOUCpNcV$NYg9fif~Ig2AzXONxqzvsHGAuWHtY`dLIJ04 zdx$>Qsm3+s{fR0&^k&fOeL?%_w_7~RD3_KZSq&?F_UOxEXC@&}Gnz{FW3xPR2c^c{ z)q0Dr_OfIsO{LSo2m5s#{Rf-m^Z?7UI=)|fHo{QZ_0f_60x^<%_MwC=^9t8}PSEmZ zf$zAxmpfITSnmTacx#Ow*3lL@EEWClW?Z;|VrBZ6OXu+Lcjpuf==VeOQ3uCLHBT27 zgv`RJpmXhKK}{}?>a=0^$QhT#&F0=Xnuhnc<946WyqGo5^I==}nk0^?|u

cv&yny*c^pCtos7dV=xZaoX?Hua=gf;@g5@?h z^cHys$kx?5(joGVH{Wo)XRi#YhxQ!L=y~uf%kd^cbMd>Yy$JHTb6uGj{T2F&#_=q7 zUN^Z1b?Vp))?B^Vmd7iBc8+6{oS2xkeqijozSkZbUZnLON3oAuvsvr)1NStA7vD^V zgdk=@`=LIk2Ap>wVF=hx2k8IcI8%A6g$S z-FQu*Af0SpJVbMR0g+1KmmAh4skav9C{CWXTo3lFM4xucF6QMvUjC?Ge;h>#ahtH9)8-H^w;+?mA)IDgtMO5imk0gC4rth6=ZxeyFY4B!J82+x0KCa(xnj8%^nnU zoq?yPfg0R}WJjMP-dU@2K87|OvXy$AXPEV=sg7?3@pC;@jR~eN%+VS^}wVz z*oRTi>%l5lX2H-_(v(dboU;PmiIlmOlab=l>D}u0LLu$7!KEGw*o0=kj5o62;qSRK zGGFi2_Bo1QMrsXT^SPW4d%G@bUkS&_Gw&{!+}^+L1zj%Ss07RM=4vfTHRj?ld$)-3 zryEPKivHCbcOP0X6(4S&tpX`j{!$3ihUT{TM$eXCO>YQ{*juQE9~`;rt;uE1yRPFL z+!5XPxv!Nl_dlE@*cYC)1g)G-%^(y;W(lG}4R-=H@A=eg6o=|ws4rkP--1k03Jcx!xr|5H6Hx%ziFJ;G(am_$KlQ#u$ z??(lQnmrx@uP4}Du`_6v^#Mp9+D})zDnE|4<`dLDTCHx5+In!s$@+n<)=-B|Sn;9K zT*lqye2@O>HZ)-X3pL#shlzZot?b8+McJ{w+<^$D-a`9U=E!>-!j&J%+^QKqv>hS7Q{cixZ_Vk)2z?la}WM0kFs^X3dS7a z+E+T=oMnEh1_fh2H0!iaJh>Y9AJNMIvTmp4ZCM5|3qD*J?i^v}&{QS~IKHAKDy3~S zQg7AkFLysf*lzrB{WR%s*2PLzsP(A1fbppJ$WS@~x_Ksxw@f-Xn%_sher`v)0KGw0 zIOwqpf=d6~Hui?93OBPiWH$}0T0^&acMNzPrrcXz)Z#!h-pA4;$@zji`t_K-E>A2bHHqaMd_|8hRBKYrUpz4k3x2U$_g1%Sl`_~{~ z_xSi#DSO}*g4r4>owzAa=IgyuN&OZ0cv&Pq2=3P32aXi=*0s&~8tKeQ$KO^8j%)b; zumC%-9esf}3rd&6r9kTD{DA38$vCCKg9$qzzb~aG?7{RUf0@pZ8bQHXWi-_q@M-G2 zdTo9=0R{Dg_d^Z59({XKbS)qIj*~pB@fHVSRQMTk8TO>E(dqTkuBDm_iv0(C<5@go zjd|++sew=c}o_-Jf>%18Bml9*?2qxNPiwkgfaH6|0zah$z3#+vK) zB}4NhPkJuQI_obe_?&|4=4msd+2USdeNW|=_Gy((uVY&7H17rhLzJK-;_1U)d&`@^ zE3(>!#bipLdx+Y)$RpYJ!ghD=n2YPg>X*7C-y}tYH-6s9#Ot!{Hhx%1xNzd@jdL{T z4QH1YZM|0%>R94XIyI;|*8osYwDZL`8)i@(C=hEs8l4ncDjAT~@q~dKC}n5!n=VsA zb-EYJk1hAle{3~pmb!^8+rVEbW<4(Nv1^mYg&Onx#M}Rl|M>9DDnmr)1Xxobl#ugt zEeH1dWAWOVqo19!3Vk1J+QD_d3b6}SGT`jZsVvn|X<`>dd?sa)vi>AKdU}r0$~1LL zP+91B!g5Y3tLwVf;~sqF)Uq$WaEyuVd(}%`q+QZ;k1>E@>M*EZcanaYv(U671s-q_;WhncXIxD^v1<} z2a`_cg#)K9@eAy$WZfqh~4O~ z_+tnK4W#$DjEKR}@!@Ran?s_G9*YDfepg_I9e{7pAq?aCerXsm|W>3STR+HB~XKIOj^On}a*E-vKBDttYP z&#JXuE@{pamWwyvM^X?v zfA7=2m{0Qt8HAZfdqstVX7$y73@R~3n(5m1dwxbYFmm1|kFRksvA^?U3Xrx;-I+g+ zjf#a|F&fUgDrR=pK1LIvlCL&)IiQ?Pj9<6;0(S0^0=A`4TX8E{JbaX+_Qe;T?=vo2 zgrd2*d9#2C$mW2(YW%JTw!oL@4b#QaQSez4QtK)^Xt{Yl*9C#-gs<6=y(yy4a9C72 zYCt7OMt7-&Omt4JFa38@E{9J8x*Dg|pW;6=iYxMSTOP&LuumRpyCzA$qwX~|BWR80;-=#N~6kKFhG9#n8MmV7<+4eNw zAVcnCRwj(dErA$|M3gQF9&=f&$p9r-f>CzoAtE}2O_$}_;XrD@8NbK;zJGzot;vBSWq(cWkJ zypjad<5v1YvI*_g)wx>e9_+cTt*dFAI@>)z=Dcj7@1&_*(y`C))?m5%@5Gl={C=^2 z?CmsD=7nc!PRU%N&=HK*?anz?yF%(`frEs?AhDSnOYto>e?& zF|a{h@UtfyCr_8!Z>sKbAKdA5P<Q@Fmg8fBELyot6-&Q2h?FqcRt?#9 zuv!>ksgz|!&(%76wmizQ!ewNj6RCqgTJCzke`|gjTyA*p6K+pxhWbYV##*axmF};m zUwh*%BGlbl&(6`8+rtjcF?-mkm;W$PLFy1^uO^1I&FJe$&>cBP7}Lq>(N$ABv-IRi z*DymMsnCfV)Qwud5puCf1P^NUpp{iZWvQLtBiYu;)(FB5A>Jj9lmy6UOct$z%Oh`7 z{nl6zQ*2N}mi$d<7Ha++B=$V{vyb(oL|jQ>9c|>va`|XlFz=Z3ziE3fR)_#+Z%N+V zoXY1GCD5RL($BFc195b4fn1jt^!0&9b^%c1`ECrDh2R*L1cfZITSA+jfxG!^`I0OJF|hYgRLp3wpIQP zi)LJ5WVxC#KUruxdA34mSP0J-AaN>aOggLSNeS`ZBRg%bU;b101pF|3HMSWAkQOT? z#%?sG@#D;;rJmD4y$!IkZc+5`h_5m*hr)sswss^HQf_>qN4ax*Ca^4M03Usuj`qOw zy_rF#K+fVF1`o+)vqPn&NxVUxA)T$Dx%a8qERcxN!bSW{D0Y+!zw)pJTehbEOwO;U z@OnEx#(e+IR9V3)?Hb?$;6~^5X|r=y*?q%UC^j`XUE7AH#j1$PG(UqnI8bgS?n%*D z*%W%f5w*!6Rh%t^`i+H0#`HTY)H6nnHdRLv50HJLv}!UkcZU-t5dR*h^!C$!O*WGx z&1^u-!d%u=;j2u^-m-8z7#YZTvRHjwQZX?#-6eoejf#(tNA&*3Mwn%(&1s#X$#wN< zjPp4Ia{{GEHVTzd0O41fqm`@j=(yP9kt%78YD^TyLm%Nh}7izE+ku~c(b=<}v)^E7wN&58qr?qRl_%w1|q z-)&6{f-X(T-8#eR{Epki!)RZgp9U_(1&chfJt>r{0Xr$rhyowyLfL~UUvBAk2{DU? zCL`D-{v0kXCmZZ4^*KCUm0eI;qwYhjgZ5tq_PPyGwx@WViP6O|t~@%8+!}GYyb8;2 z@LBkz8p2saf5@D+QKkIU>8f`&96Isr01#So(@(Cd;fpx#&!MOBTg5Ri2DW z{XAJ|PE8;tl~qSPy9+T{_^f<0!!kqG&w!TwdxaA&ozw4IZoS6(f&6w^BMJ9IMhyu< z>I2twG4E<=`W(>t!`Gc?tZ`k|df$VW+osBzzN3m6Q`{zp);1VNOHq%>2UfY|FvWYM z=XU+m$z-QZ0m@o&(DQF8NrSJ&naS}e(b)2Ki{K-o(mDafuy-}ZGMv!D5pBQx`Nrg} zp^7{ot=%lnstA~K`Bv7FMJ1=z_nRFyz!dG-z+8@RZ(Oc~3+MUlE?rKal-tUE8?KLP zyJtT_rEGt>(`ZjyqgvnGI-3QgeM#+thU>Y!sb{0|_M1kN%4jir(8GbIZnMQ%-sYbET@)*CMURS;zCodEopq z<-P|^w<>)Yh@-~yJklve-087tdj_G$6SHZzhZ@~azU}^^fWo6Zn$^0z zOc@a!pG7cfpKO#$oIt^dMiAvf$v#q! zP%PJg$Z$Mg`}7U977>%|MJiptqLOe21 zrm^mbHFh0`-^V&!+8hKl!KN_Q`B(3JH1A^I`&bI=$Bx(gbx9}wPu4%S0x;R@)Q@UE zh4731&iMV=dfCZjh>AIl&n_ewh5F)=n=3mn&u^jv>hTeO^WpLFqm;68=VG-XtHVt? zA|`jAZo5+o==I~0-L|r(4*dudYj*m+H@DyDPIXMNGK5gON1K zjdpI4w}37oKlim)f%0qcyFU)Klx>V$-~6zN|B=?`+i9DuO2xev6nG=zLB2biU}| zDC+<f`IlZd`dO#rNa?zZ?=&UNx-J0^$JP`z@6a#xV z_`t|}rUWjE4u9AU~wd@i=~f2B{S2%GLJ_@RyN6(2Is5=)&18kLdqZ?BTW=)4IJiu9NqL8D^Dw{ z>TB+s2!wVn4-5`1y)6RsU{z${d3s!nbYSv?7p#7EU*n3Q&gCyY{=h%i9~gI=Xp#z{f8Iq^vmFZ0%V9lj5D}zdnl38ZlLh-95CMlACURIV@VjCiFCw(c2@-#@O5k5 z!IKz*grB$u@75j|>QWX?WcLqAj?O4TQRT>|Cd7;bDFhM(K0BBza)0>xvztR16B82- z2WHbTV3rFD3pZ~LryPo_fpynl&n_M-r)r9B$IPzgkgD14n50pTIC&h4=kdB`{4HMH zF`1b5N~5T>_Jl$HUGV%EWOa%F(u|x=Eap<)XEhX^d4SbP>a0@0Kk^@yamBTKjXc-W z*o2K1{+erWF`V$WaoSf=A}w9N`NG$m4Nt-ta4yYLo?0#1_myxC3JD;owM!4*qSv~~ z$#o{w5~F_#25yK4*3Z%lC*?Z81MMfRi(-ja$4u1R`a|V|Ysr-N>sj6JivriD;a5yL z_c)M~zufWyl%(9A8Za^e5Af(yK>dYD^Bv&F!=s&{tg=JqVpXeEOnthRzMGIprYi2o_H z|I{;{|J9uhNDes#g&OC_p&=NT`!mY-x)G+zp$OxPR;T*lZcXh#Pt$(9SO4xn7DD;|PWm!>K| zJltKF(3D%kQOAXSwGw4la`T;pyNU8f%=!Tx9*}{<-99>uva|mK>pLz4DVta`WRORL zLU&5Lo6uX2&RMFe*p%z;O3hHg(fiDtUUY2W#vpo5@9l~PwQqWL{>s7eJ>bvdJQ;7+ zeA$R&qFacU-20{-w1mBmr2(|86SS26{)b*g`Etv-$K^*r5XQf^9heN?FNFPCJ38!n zGpPyuBK}|NGEABq&&7-{ud%!@=k0J=56$QVt%_8+6z}RSSe=H{UGThq@>$!Iu$X2l9dt*H0+B@gyU;9DX zUcTnK1#|6~w%ty&`rpcB*@dIfYzt|Bdp)Pr*gN-pV;_#E*0mnO&H)qfHvu;DdW!~o z#^bY7UptOtj4PQK0zKs%9Kdk=Hs9_EMq8=N>eR826(^wSuD`eO0U!9|aGje6Mk+wU zNUwr=ISt+CE_Di$GMHnKq5=3SQ^z@95gQ4gWsAz?#)5`c>`ZHI5v+pj4h)!@Xp9hF zm$BO)E*=~avk2JT+p!k?AJ0?vi>qhdlvR2;UY!j%CqeF6l*+Qw#ZiOJrr)9=US&m) z_w81G0$nSRwK+Xb3TmqXVKh=GIKwb4PMHt8NEH$D>aX7csuY=|Gc2x;kt9Gi8tbSy zSz^(JYvzwY&-1djpaA8#u(UK6_y&-3B&{8d#lFfXFuG=HS1dq+N@G_D5UXaOD(^|l zRD$Xa1Y#;V+iFOQxsE{CSv_Pmof}o+#TR{u$7{de@$|TCjSH2!i!Yu2z|l|5iLAP8 z*k)@Zg|hh-Dy2%L3KFSoz3-cVZJ!)0h%AE7P7@c4p2_verAy6&j;jOAXIXlSGj z3SYpt8GxccwmfHGbZoDNJJRmf(u@8E&JhUKQw7r-j)7Ud zz1{<>yYt-R-W3`?a2YTy1=e4+^hbciQ?a)ALun7S(jskJ55jGbTHlr7Q}x3u?92W2 zN7U;G>c+j}5p~D3&};7i>AEUbvoWeKm(ip_AMG8e$aRh(Fl?fv$LSZijR3F3_f`I; ze=dw5v%yPKQkzdS?>>wQ2v)WIallX0FwGSFZWip3aG2>)1p;5JKw10Im)aVd*F?3g3zvIm4u^z?bBxdjm3~`{{=i zQDGTj+bz?!{dHj)bX z^w+1MyQlbt0F|HzlL%Pr(2#)=*{e-ylrHTl^J&lf*)K{L z60GNhkhH8>%&#u?x|v^pqlG^5n#hF_&StRwhj;$#0;poCN&P?d^bHAJ`?BN{hb~ml7PQj zgI%hf;_6tHYD?S0TK8Rn=&%yL8)n)AnbiD4eio*Esk4}I|6~$|G3CH|w%Ql=StCaA zPcb5)s0krN{9b~vhwn&Rc7)?5lC1m#}+zr83`ycr_s z8%F!sPJo~KU|RUyK3{HZfA^WSC^qK}R+yXWY*TE^k??w<06J{gpTC_-^YUbXcf%pH z72H+~Xzt=7c_4BV>Gt?0&AHS|Zgd_|EHbWG@huS)1elT1% zyUMyURf|KC3Canb0SD-&1~EmzUZum%&k2+-j6z|%FBEuWCX1;c@-TDwd5t=vZU;SlWY;i(?AXrSm>f0D=0s!|G zHw_K5AEhVr9oZ{#ghw_J^2-!fgYs2Oa@`EqFE0i{ZlBt&1SX-j+Xcq1JFrF!ir0AqC8e=+>zQ^_`EbZcG+h)r*4|FgkHV)9ZDtXJN zN`q7RPuFgHtf0GH`S;yl6Harp-ZFKYJMYd?fC@Rp4{w3Bo~nW#7b%)GHYBBq8hKnj z>8Ge-^}u552x$Lg38@<9 znReIJc*qPsMclX}R{UHj=ZA6d%ecS0T^9V(0?mF`|bVGee&$?XyKPHtAP zXUZKw~u052ZxNU^Dd$>3DD)?_!tY#{8&<3-O!f7xrTtUQ`Z!PMUMx*z%W+-tR;?ssN|kG>5UjYsuxXtHW|Y68 z!{v~s?9%*71)m~&PG^EM`upgm>C*y}NX1egIb=Q1{HSMRJnO>8%SEAqDM4~;fQJ1U z_agjJ0pG8M{Svnz#rxG)?IAPTd~VS#L{lSU%YgnGQ&nK=*jEn1NcinW6o#qXV6oWv zz|m8%bB|vRvGT4L39+s!w>w-DMe4#H0_oq(#IPN_ShRPo^ySG+ycm=I1Q29!&`1Cm zWp#fPU~g{_nej{^+VXN`0X=1cXyc%|3LTn7nCvf52N6RjAgSxcFRE6jLC-O=EOljW@@XV6V>1IIxmw zx}ZYL-(S~CipbtnBfg;T%Ix-PH_IXhJ3^%k!-xi170S#|9tf&6A8QZn%oPnq9SNh& z{7JQKEM=;LQuVvgU{W*`qQFdjQBGUtu}8A_d;`^^@C=F(g_Kc#34t>NMb3h4;0|uB z(q7f|9+T;uy^j!#>RKLzRcEQD$ZUR(+ja?W*W|qW3963mYN12uF~4DIrf*j6O1#Z$ z^nCGpt-;qlZ@6L25OiTrwam<(XSu&UWx`spb*3|_zwD0$kJkM_`oj#47ro9Va~4fr zdr(4v`Oy0LejlG-LegM5J`A3J^?_K>kdOk;Jq4lGgbPy0)ZY{`N=^h%liY06<+yK@ z4TI`5Mjg91@YW)M7c+Hs+_fy073&?E2O{?D0^Cc`5@7%GFUi`hEySx&gO8 zR{GEo_&vOW{u-HGm@bD4)1hXZC}!KoBm3m>^SvW%s%3`EHKq@0^id3aflrO0;&I|@ zccF3!0yTTa4BLNBDC!z#A>wTwxZ-2OY+2kegq5joJ9k~=uWkkRZ$(}oW{}k#len>b zDLmDHQM=tE>xH>IR81mpnCvwX+lvR>O}FCHGp80B^d%cEUg*G&^WRzLk)Pjh)*3!t zU&CY97#lw9d-_c@8&1;}AIMejBa`8>)g{{5c(oHVB z+}>Q!s6Vw+UF&YLbul8n z=2o7*zmq6pR+&*96QkD8Y)0_wrKQnhk7PY2@!=+8YcmGv|F8hqoza3D$0NIRny0K{ z>Aag9E3bIOk||qI*SvR+V){qfuN-Ex_F-qsW0BWuH(${Qf4y$_Z}Ex1a_MN^qlsZ0 z{jJ@>@q6R+txcx(5@Ga8+0;AJ&e4u(NR~sZ*Qwy!$XjOo2c}RIGuN8oV~-%F)<5&VRi$-lQHn+p z!yjOa;2`b1UMdot`5mn1M>2c~a%dS_dTh@#IsFhPFdzECcwm8lDs22W_R=&+$te2G zGha4mvhqbT@?ide)Xk7dw5y$fvy517uZqQk%I}PJvTo+g%X>9<^CfO^oR&H-C-X{lbipHzFq7ktKQ_}#1*c(IT0(?v znQbx+QI~d50{3+3JnM4?QR05Lp26HUo$fnE-;ReST}C68xDN-==EIy4EZ-Ehq@tE) zIG-7V|0MS@6|6gj#H;Q3bkjpE@$oqn)rN}3R`4|!M)|QN@Pf2Fg6ozgd2LQtELp<$ zZGBSGHnH9YKd>E+=lYpJL9IIWFz>P5@2jWb;P0QUXAGVkUBXThoq6>ksIWY`Z;?wn zE56X41`_iV)r9k$g{FLVp*)kGX3YaPB;55lk;Uu$kC*jb#Vx6_ox|3zJ4P>Ze0Bt1 zW$CyGW3pxv!c-*-(|nu>DVEUj^{LqWEyUqe)HOW5lTSDfPzPX~`7^^y|83O|54xO| zcVgFB>3+6$zvddEO3g=f8b}mnyytr2*ghS{{Qiqu_c=^gja7XlS4hal@-;S%b>z}k z;VC4cE2jTszL(~~=vsTIozB|5AZS}4zhX=DBAVWb4t3)@9^`ISuTn@2IfA1u#-B`lq+tZXe$u48Trojq{-;i^Uhg4a;I&%%1sVZH?|9~g{;ZU}Ae1Qp6g1>%4H z70DL3bRc^457yR0jq~Q9z}E=?F~zsE;Gq`w*|A`^FdE^hHj>ZdDYFKA|igEmmr~2Hz}yNfmqkm`?OlM3AW3JUEhYQpNBt zh;=xTy=HUx*I8nc*QUNItFiYGV4g*IE_|}yOt=}QQTuEtJf`y8-RNg@u7ej(l|IIO#D!*93j;};VpK!*AMhVWf(qJ7?UAq~3C*3f;mGDW-j~yKyOd(;O&ayD zFBU~0#?MTg+4wJ|`l!{Ra^h1{(PSabp&R!U^o*hHs0Up_%BYyU%zp+@@n~f#JU-^3 z!5+VIDDd8-bLk4_oW9KTkR_lshj_1I+iE9?(iBnrS!7L4ore%gJR73Y8yv72pHGd$ z3csw&NW%RWc4O(!zjZ|()&1kFPCw82RS;mt$Nd%k4F} z4S|PFU7S27MhEm{&33JM+XxT zffDK49z0Z4eYO5IBvV^+cop^sQ~6e{Q836R5X-6~jaRD|HkHj-H`{nBmnfsv?!sLY zbFDeo2pkx<#x_DeN&BZ8EFZcC3)b_E4>z&+WM|0xcRDOzLT2D~J-wj=W)Yy39L~CD zrrfy3dyRZ2d2X*H)}6)m9F zL){NdPVztqg(?4Wy9();$WP?x(kD76$|5V4Q@GLJ?onyrBd)>&Ng+E+%nlN8K(xV00YYWZqQor+`elU|s8AJw}a+_YY?slcMaH3{K0DORFdV^?1mqZ6%f@SjV zLK*IYor77_EIMogi;OJ^Nfpa9k_tppWh(tX2_K#iOOQQODfi zT%77n`LmUCOQ2R}ouAqMGsz33#O|bf>5PBk>oIt&=jq%F^5Hiw=(6O8SBT@xbyPd~ zo~gG_2~!S~7Ha5$r1$#>#SAT(s-Lx_FdBn|Z!4ULSbql$vksiuVLG_})DYdCQ(&rF zCe>qqurh5=TmLjsu@&t}T(p*x)(WojqYC#*Q%lx?sx47G0->)I( zupxyy92=MUVUz3jqZ#mu23=#XY#Qm(=-#U>KzQGW{H`Gr40Y~K~P1*H#)P8Xz z?d*5Z#!Dd_FHm(_9gc4z;%7f162S3kcvfP)&-IcFF8`IT{l$_%La$Z3cPShD7Z%#^ z%;EU8QU$XbYv-lxJ}Ij@^cTH{9%&9HH`HHG>iJ9CIK1(!=U2xywIf}GFS^lSxj-H($4~S9P?nGr^>9|Z6zfed4@Q(+=Gc0w0qpAEpB+^GfOQdbigz)@ zw@<=kc#ALFs>a2#rTos&3y(yYpWJF6$%nrPmSWXZ`Hoil;fiG70X19m3oSkl4jm*C z1fqwNkJ}8t5adc6f|QTY2Gq_zW~Lzz*oQJt?&evkSnq)T7ccND826RyZ=XBL<=anh z`L9>1KWS;71`ndPm*11PI3bBvQNTw9jIGU!UhF>{{bW zEjbc-Cz3q2F?jxXE`8k`nKg0HLu;iyP+T>HMy9`di0G&Tc%KK^#`jWJWr<+E4{{z2 zu^jcxl}I){wXu_x;e*AWu&^Wwj?FYZc{7I#mSZ6r5y65oGee;URjoO|^EmwdU>r`@ zO^zLyZ0NTCs<^C11LSl)qIxIiwfgqT{`0~#<_6pRxaQ8#*A7RT$Y{auD+4n7-z@j1 zhhhA_Ty;P1>5Gi3W~zEVK|b)o{i$|)y^LS^Qj)b|=Pjy{X45FK*m=K5Kf`r!6Id;` zEo$}fIh-=+GiGN5wZ!G9qyK|Zzp~#K^grjLB4epdzt<;K1flK>jf}Y49{2UzXw5dC zevv(`ar83hlV3uX*i`hUmT93U5B-Uxj*7f1d0xPo50T^G!rneBMSbJ!V~Vhn1y3V7 ze3Tz?Gem-xbno_llVu(#$~F8l?4fxd>^i;xZA4Rb=>Abm#q@Xx9zod7ip+F<>GKdG z1LjmMTf~M|M@sKi2oK)l_fc@nKzybun|n7R^@&K9S84EK${qI`h$2tT(Gk^^u#5G! zfTLHrFR-2hkG9lw^lo7C`i*Afa+PMc)ph<&JPwzoz8ibdf^UhMsot zji$d4gbv~}&?N+d3BWtP~6qS2{tcHY=laA@pkfj z_p2fFQGAk~rH0r)=CA?v2kw7Og|P*XA9hVq@Md~ zpgtFUFt1VLxF3k)Mu7Uwu!^LSI&dBV1_q-Y$&@-)B(2Br=NW5!c?#)R?CD*3pc$=MpWHIuNxh$n8~<9=H1r-gR2 z!^@8Scu}b!<8VUXR`qZ((O~tCYJn)Cu~_>}7}|20AMckq{_uA;0F)iqD#iW+=czkQ zt|EsLQX-Z(zQuf{l@oSzQcKXlrF9!r6}qVnAzriHDJU*hVoo6_U`G)2ZPAdCx+U+| zuA^5=ebnH~6V@58mqoWlT(7^Ze1YNP@U^hZE@c=EhP^9;3Cv`ralcIsei2~spb1lt z8ye4jmx3!l_M_W^h~q5pJAYQ216@*zG_6k?Ib;HWvyp%D>`+KM`Yn4>VIPm-Fjo^;Tlob2RFYUfLjv4DEbW zKUjWkA`Ml%A=?&Yk_Wf8UAdoCur*s<0NeH}rP3ugR<1JvkGmbDkf4`xNcR&!uVaUD zb^O^BF%ti*qr{cId%h!^>k@a$1``wi6`YP}st|C75oAd`R ze}6O($N%>za03!VV#&(lkKTse63N*OVgWp#hOY!t1pli$RqCI|BWy?=fB`k0g?fbs zY5NY2z_4QQtuX3^;Qfnv|0_QH7p?zay$izsV)y_11@;bB_=hWfFC6}Vzy7?#bpBm* z{0^XdXUG7=W>ZJs9znJOsqjG6fY%Sc6{i39#LGUZg-3gY zNHJnK5ICl)CzP_=?pOKNcFp-*O;yQ#jPUln31oDLYyttw_h!IMX`lA{BQA(JA#yW* z-ZMZ)XMJu{4%nPM1iWIthbpG@tvnh_W;NOIk;H^RFq(3%HCxdNsIp3ftGmz>^todZ z`%O4tD4v?TIo;WqJ02g1*#he^>e-6+bJ>xdLxONaL%(w_$9C2fhZnS)f zYT@>+$D79{1+BY@w82GyBl86)984e!Fc+Cj5~tfk27)nEpBXOtv3xsW?c#=0i+ry* zOO!3CHH`9cpHq^8yC?3}mBqyMMSJ|o{)ARE5qc7BH`2g=wE+kDcY~TYWW; zgp;&}sdc*C>SAY>(?S+Q;OfmKcT(gLJ*e~j;kWLND|jYDi&W-X-Tb2P=TnWnKDIVG zTwyVR9zQ41N-KGmybtmK+zjsNob3(c!=JG&j&!qF9{&AYovjm;go2o;1GN)4i?Q|{ zi8;nzZ%`o>-GT)Q$~zK`G4B*@hk*IBQox+YC|2eKjE5}IkHb@ANXG4LM8LY0xL+|EVQ${%10oCH{bi?U189f|dE;ad#=YQup z{wo_hdwx7={RU|OeYNTQC~!LFnQ{aPhU}R2qMMVk+ZHK zw`%zzLh(1vp?|^PT9iA$AnkEhvW5zb@S@6`a(1pERy9~DvQ4k7wJH4#9C>F8t(a~#7-pFN;5 z1SwmSJ%^s-)}6G8MO?uUkH-GN{zW8?U*iM|rN$KwU6QPb1|f7c&NNU=;R&0L(9IxZ zRrCU{YNLHK{rZrv3#5NK-6sSQr(+4w)RjpKos4d~$1XMLbDri8bA1wARB3OZlEl7u z8+{f0uE*LlNDlTfFo84DpL6X6TW8qf$Ncf`>WmAzxa07!eQMeDe5|o@TXxDZCJM^e z``k6!LEp){*Sgx3A>RaJs{L*Ou0<202D86coPyZBox^;qV(B?JHM9&CsUO>+ciHKS`c;reIK8S1(Q0wvE^GsDd8 z3o12!jd$34HF``A*MQYYdWRFKTjrVgCx}msI0$`pPVlRHjFq7QOqbt> zJs7gG4+4*+NL&B!Jt&1$aZG`Xh=8#*^6&DO2 zdMhdCII$|6wLqc%93W&EpCRyAObNpJk02;mL-SthPbEy9kU@=w$=PowKe=nylNklG2+T?-rAL;ynga#6*<0TV_@!A z%wo8gEokvhE5sQNiUKCB1{+0^7fSF)HIlMc4)eiQQ&+`4|f&$L088{nj z=^0;2>h|-~);M?F05w3_E9C!>=mpg~9{`ri{@9zGzs2c4ALx8zQKqlB+1L^FP14GeE)tT-^ zaytFD8}VW8&25)1UTrVb3X%bm#-N9%ta*1tn(tKCEF{`R|J4bJu5=B#yDywVwKOrqO>hvKbpEqAUhQ z`r*@e(&8Uk2=C&Mzur-rIki@qkwzm^CO9bb!zKeT|&|B+fXTyJx?Fis6( zHLjyF9!ri@w_tX8PH9K%t%3&75kwBY`Hs%MBmTnOhKj9P%t2fv*pO!I}Vc>6y`#)PmL08ctR~?2nidJMkdPh1Xsg8E+FM zC4Am5@nwLYr;&15x!e>>rRHDz+WTrV?CL*e3PgD0o6@)P`!XeL4|PzobeEHW1S`VQ z<1zi_bJIc80hm#}-*h@aHpFMcWb0LNk*jD+rPB!IEJ%i1K zUcF#gd41s3nWb_tR)dwxp|q83VcMUI9x96tAJ5TOk~PJ!oPten-Kw`P1;+(y^3maO zeXN=bz7o;Ap%U&ga1rsn^2j{um)#r+HP@&(LX*|B$x9Fa#h<5k{fx6~x!JM%eI)6W zO;E;^wQtY4lPfPekn>oQv2iVL3LSgc5KK4C!;ALLLfv)bjy5#rhxx~dWB|D|_iN=C z!?b{OztOEXoa=SjrbDH{%(hbq&;p3FQ{%%b<>sACx1PLmrVxT+yHnxf>vJAh^0cGP z)dy8tt$^m!`Xnp$#PweS34+ARbO~yA+sH9zHR#FtFw!0WYrGvwcA-DNCd1PNBly?p zYLm`130*GhI>R2SZlN)9kYs^$>x}m*>|}=ihrTH(G4@&`*<}R>8_Pw=HSGf?Pr)Al z@~W*<4j2c^T(ApR7@_AYY^5hLAZV(4&)@dK6g(6?xKM8Rh>d8p_r^Sol`tk#52h|z zLrvZ9q=VK+IjrLNih9$$@iN zbMBXZ^~hUT(QCS5AWXcUZ>jU z23`wX21BvSKOTQNM*IdFxknFhJD<7uPLi#@8KZDRJnHl?J^ai{SYFF2c$4Fha2@)9CmINtQ-w>jKpi0Tm2GY5ofTozjD08_nnjgFFb z5xV6FZWHLP>1?`keBmz053pbm6Gsr75cyUVPC;|ko!!q zE5qVwx+n<}JOp=0a1z{|5Zo~8-6 z9;UmdtGc@C-gC~qR}ll|C5r>s!DqWQT`vRh%!&bL>>Ec9Hy;ySz33yo!8kNt)3r`d z>@`p<9d0{l50=VE0&P<_r6Ei3;2?Ty=ht*UaT8z-*kD=Dw?(_1lb(0=3@U48+;2%5 z#Om+6(c0tWCTa6j`jSe*1iYMyQl9GfOqYxKany(TjR@vFHZS z{B>K^j9UAkuO`W2{|5?Fel0R!7M~Fy9_(MJMH@)QynK32UXl%mhI zGze-E%a38U{&;mm+G9DY*EKuE4n>(h-8w7VTkoJMtymV3um#@i=$)xLf{goo3E~Rd z$D^PfDaEWo_oT-Soa2f3mbgo<)b{PhdxubcS!GKC0QZ_-)ihO1&#kPZ0EBcFi`RWx z8pZJ;MoRS3wd8?v3FW>1LfSuQlPWnam@qEn6ElY#YTGVLs~*GS25F(d$jPs=w&~eu z&QFiINh21LRo;`8!etvGex^)Myvsfd1XPZ#mNP3C3y++|TDANl`{v2I&(nEUm2Dos zC(%Q_Jy6HjNm9}Qm=B1Y$?)U0TiFDnL6+QBecbHU69G5xXoyZ*AUWC`L$YS}%Moow zp6A)l6sKcxH>;Y@m;+?uY5C}pDXMEUkY;Jeb+B{I^e==4 z08u2(E}!}Yy_-)TvMC67@-WnAFfJ>w@nl*H+${LgCyc30v6 zP3`IS^8<*vf6*iUJN?fFAsXe9DL-N&0B0cf>j``P@gWg9d+Tv}4zKK&P$#ApoijYk ze)JwWLg^tkM4uUKt4x4zJ}|0NF9?9o@bCgg2gk zezJu!9No}r_Y0?do8%wL!{Ms)Px`*0j4kpyhz4&kYiQ5x1D!K&VG;qOLDeuLn;ro3 zbO;_V=mLf?s!Xm;0unWNEXt{X7nSCngT5a*uA-1&xWStF6<>6QRb#Y7gKTJv3LvN7 zEs7WYoND?ZsWsci2}cteM_ks=CHnx)j$r-FJe|Pu78e@^2tT(FeC&T}gv(`}HU0=Reoof&cf$fLN_iNVqh?bfDJ_v0p zAT~0{T!osJImTe-Agn%STacuZ&fU>f*WOgt*RMca*LchpRU|>rK<>x>8O_xJ*EsDS zLIM4Y(enXyIIrRQAByLrj;|PNOlJ|2mu9m4`cr*_l!w#GfP|%!&tof(AW4^1w{}12 zHFEf+Sf07YNLk=F*k=O3}Nt2W%uJY*entTP!>) zVvlB2$koSb43Qir7qNaM1)qpk;|@swY;iHi`kq>pWWV{dPpOsaflCVVa|7o9aSq&N+G~h+-X#sbo)*UV% zEUtY7<^v_oxyl-h1 zkiN;Pob8M#F+o$f>=%}sQBZtd?%j|)#1qZf7|A`ZUVHmq3hv|t?%HAZfN;%rdxRf! z%Rb`B3|puwn#31}Fv@3>q0eI9$tCR*&&g19 z-5j0{iX*qMn(91?ea3BB#S%ZrzRq2+?1EEjU3jx341=={1dd@)9h2JF(P)luBcU{% zs1d_oUvGc!5Ror6d9BL;?K*vJ+WhVG$#fHRF zAxsvv_y95vWACJ}RARitw!jA-mC(3)6Q$5THCv+0h<7jF$To@Deirm?O%Eg}!~9sa z|Ap>@u2v9SfEzu>_!C<7_}XdBeC(^VZ$oE^2f_k6IJ46oOysuxVla5ec#*EZ#${)eCn zc5-D9rmF024|_{yfqU73FZ%5a+dz|_WwX_y7xJg=Ki!seoeLZmW<%WIv%K02555M) zDT|ye)zOI1B^DH%u+Yr|U|!g_UjHE|^T%3l!^3U*?sWG0o}$Xd^|}tR^v!6_?Rg^( zY2_q;Z+cspNQLD2nwC2g{c|>n&~IdcM!fc+xJM%wGgWSmxN)6C!ate`?u|0cd}Qpx!^AYNA2|sC>xC^sK|&d2NyZ;mRNy$G3o)zm@NO9AA6L<~dowOO*Of$;b1radZrTf8_23q4e5f&@08YOA?f}z)zQJ5W&>4m*K9pCKN zL~e3A{v&fmmqBm)%jo#M4T&CmCJ;U>wxen14{J#GaFxxci@q7d;{zwTTlIs2m z*Doz>Du~z#*4*#ukCnNk-omN}H8BhAqX*%wdr|Mz}bL1}TX)+fZ6dr^xxo=&s9Q zd}H$VqTrdmlgYe~GkVIMB&^Y)X!!MX@glZy>Vt~NTk*Kj0c0f{Mw5-z+SEP@Std1S zd;5zy^D37^wNh&o>h{}5Ypu z3uq{~7tk?qbctDA@c!l_H4cy|x)KHdO7veo{5)3rLFH^t(5Hgyt1?&DnnLWhyH?wj zO?wvWpd(=f!^oVu=nGgumN|0A+JmqOT(qcX`{0*^KVow<-Kw%i-G_4IfG<^0y(EA; zXra@Bg$tyA`&JTo1DmP}^7iLX-&0!i`KCVe*x~t|3^km`J+#&?9v=FoWOb=>ls(~Q z0=cw-BlY!c@Ny8!qkHCZMpgvBe>g%9$1C zR+IjtB`eU&8^??!f`NJ{V5(}ob&BjndFhV?i?5DeWH@py-Mf?Vg9^iZ(9yl#7b-0r zlYZ{~vl*iS$j_W8B~eU&8LOFwn`(5Xom22Ki5#D+iy(H>>6zSQMm&w+v$sdkC0vRo zmmS{oG3_x)-P8MJ$=e}v^zoK;?wierm>s#$C0Ijp?g9%oHa4v17S}@}d?uZ>6(9u% zb(kDBP8*;oY;N2bD!jo3Kxc!KVIg4QB`2fJlzsp1={Bs?3U|XYu*(g1U@6=H3B0 zyZFoL7IsBh&xDkJGSiA}nz9z_j@7rheS2nc!?QYW&s@pY2cL1i|KQxq`f7Y1uF$>d zp00~oVDyokR56w=ZAoW5nS-=U5EYu7^6wG3n)fn1>pOQuMY~UyM(|lD$6E}Rbwo2^ zgI&q(KW+~k9Ua$5e*8yol;te5bxRQ98gdxH2Qa`~2abfCPEdK}FA*`*dg((?_1iH1 zn~SB--)Dmf3Ca3exdM0vhD$^tw}IIi8y!!}7`OXoWJaf;Z3UHRYG8tVapqX0+`m?V zI1Ib8K=-<+*(cefcvHkw0oztGVIN?-zKVn!zk1ht*>*7vnkgLq5nEfq-@dxzGWy8I zsF;*-r3HyZ$$AGX7;Pkz`u45zN>%gfmP+6Fu67RmJJkttlu9n4BokW@Z*z2}#R6#I zNby&oxtCgwwZ$aa8ztTqJ_VnS8|2^TRWstMdbFgXGtGaq=Y>U_9gaPttb~w36z|H5 z_{7A7s1k_i2FC*J+_%rs$0RMThatE3N5-2AER?h5m;zo=&#iatjrdEP10hPlmPRqh z>FJ$jKFbQ2e;)xuKs|76dya=w88(Ud=d>O^6D&y@t60+hXxXs%~dms^g|el*g8pHhBLAhK(3ecld{3)*8bb}K}wD2J*?CwwQb?@ zwY@{e2dh#nJ@~fuYz4whwD=~$DQi!9l7emvlM&Hi9@RY_=O0=ABWeSn1$_lNk}A`@ zozt4?;@GnFVT+LTw4c1L?Wh)V>DQVjXjpmF4l5c>#SZP!Z5W;prD(}cEb3%+=Fl|R zsXDY?$n7o&!Ou~4$AYDIuQ6|9Hx)etJWfi;+cNbZcMiQ>^~f4Jyu#x!%Gn$*iTIx` zVfj~hxpxtj8>t>SV$0Fx!)z_{x56yQy!3v?dH%{YBCaDE;Mb__1qnGOC4s|8jQ&*F z)fn-OY~b&|ofF5w7ne0KV4-e|PtzA64EBokcV^U+Nyjo`!cF|rnEAeKitFBf-h}I& zp~vOK1biJcO#p5$x(&gu6}1)NB)NtRipiGy9U|Djru+?oN%<+MnGC7wS}qO!8pMS} z@vqH0&DtX7ACngTMnrOmCZ?m;p`CbLzj!Rd>V(X4+-DT(6V{@nc!bBm2<=!9px z#Y;92@I)NGgC7&Ble>INarQP*8G=}5t zJaI;JfT3KwfPj`)x|=@=w*G8H6+kPC;;@w_0&GbnvaJfs4ZxZ#MH~3RL6jRV>HP_p zKWNpaF8D<#N9Dw1Y+@-Z3{IYDGM{-v$^u%i%&S;jl~1vY>&6U5$zT~hyMIXw3#}n$q~)13v8BU>a#p7bHC_S zpv3`bQX|at?=i=IQ2=xO)2(XU4!Peoo%X9>!X{HT$7$n5qwKr`Y&W*EF12Bd@-xu$ zMa9GP;ckPa6;g~d0@6d1PpM^ZlpFc#<+z_Kg|u_=BL+3evWzX@yrGn zpsRd$g~+PT->kdkoIx11VFH0UO| zX^KgV&wjO3Ig?e2RbsiIl~QR)?eRxzGZ*1TpPYL;leRE{Pi+iYqEBm z0O;KOU_l}Kcy&=N3FX9x2&0qDr zBwI8W%*ag@I;)I=J`JygL5`~+G2(X0hh#Bb2J+pzS>Z7K@l90yS*GCEEZS@HLRX~51KCkn0y9fSpPyuInG^8@LH zPR!S%J%!G&g%i7?2TNJ^ym9FlUoQHRgFcwlBa=#`Xk#d-TGMrEDIP(@3QDl*BX7Y* zY0_WB#B4t%ELQw z*3ds~>9qX(X0EeU!1}acV8s*PKBVX$W9ogApLRaOOc=()MoiDY6Mc|@j7v|!t^w>$w7>*r_9Kca9?!|(Y{6^P| zfL%iJ+d*j3`TFc81?!@59!Ec$Y1JW_HGxcctV?eZy9#_GU0JCbeP-Sb6(K%IMOkky90akL3FH&W*KrHuqDu@S9kGK zu(iVRsmRbL`QGuMPdUsIgV`~uid?H_VyU7VM3=}S+C04C68C zmOEsH*r|p5*lNt8MSIfAbam9B)y>urD8A$eNf!F>QC6^r>hwvb{e{G)fP;&t7Rp zbjePv8wH)Nq|(e@ZVjc3yw@oIu2HVT%B;Q82z|%6W?}tJ-l#Z7Iyv|HkK&np>pP!x2m0@ndP0ydwm-} zPdvsw$=N)zAe4Mn#Fi&Jd+QPRQ)t3RooYJH=V0|l<&3rUG=CUEB~O+*#DAwLNElNB zbRn3MRPye0tV;PfF!j+ItEHS-x7k>)$*~tY*1Q4&BpuActIMR%uYjLrG0v>=lN_{l z;^WV!CF|1|3|m^}zwI9Jlg@w8(tJh!vj*<_^p786ld@h$&LB-kCv&Isl|B=f4KT`O z?8j^MnGOtTytW#d48~kCZ$MJ8RU@{ENkSBOlB>z0Ir7+GEMB^_=2Y41V+A6hstF`z zHvu=!(4%nC^}^>9U_&K6ZcSZrYg#n!^EMVnmTRUJmwBpcdG=0{qExz0vs$V|w*=#X z?&f@f;NtcN)yZP0iRMIL<-c7NGGZIBt3_X!xa`qhWKKDylr!XrrRCysnc~FKO0039 zRl-c3Ynu!Ij+<@mxL$h})K|G{I{Omzn-SqPDSV8etgXX~D}qe<4|dyQscM-7h!h8o z-lI4nEvI?4LJGr4wz(TgTc+%6oapVRv__#~x-swB3FpW(``@;Q*($-n zVmA2o@yV?qUDjvwED|TDsv}rw?kMdK7}NsPf`~Eq>dX>Z0PxAPrs^{SDQ&Y|Ayux+ zStphmr#HSjRr^e0MzR2Oi3#NSnl4kYIMh%IUblTSH!0>&{P=|Y(Wa(cJnp+Rd9Jz9 zE|%}fnWd1>b#&z7k|4zO=}7pI$gbQg1M&o9!XB2-0Y!0NHT?3=nQ`FY#*fn$-Lz2{ zb5j0Z9+7(g0xu(mji*nOEh1TPq}k;9vq_+C0B@)bpp1s z=!}MX{e~yr8OA`$Ro>rWBoRLJjyN)nu>5Ns{ zWdJ98O?y&l+Saw

ANmtf`BsI+_w7mXKGN@PmJZz||mTc2;_pz-XY6>wsp;Qd8t5 z-l5tqhOSSm*ZdMvkzM^!^~4k4W5{qBV8LGXVGnbgGxUxzuHZgWptPzy#o3Ec!nd8K&r}|#BCk&rW3yCo>v9DeQ_=}C(3ev?QyO43 z6 zONfv$#{kt8LHm5~&7ZsMvn&R}(!3N!-Dtd3bsIxEM-4u*T4FzC$`UfL($EqF>rCXFeFH2#C! zoBC7^J$w*|d#K4zpi3_)^)|%*Yz`Y)JPB5OKq4WRbj-*`0ID(0Luko5!$c8E{-XsT z*rRC7BhmlN`&%!;R(&n8b2^J_&N_+qerbc>M5-f^O=S3$vn90W$aq zR~OTaPRUJmPHnX}6!E>cH5p$yx^mbvgoQC?VGXcMi|%e7S~AAzw`uDPn?r8TM==HA zmIVC`L?3!}hlxQ?PTOXSH=lCSQ!}qNr01{r2Hma!B|+VoMjWaqB2SlK>$CcI4-7#N zMWxn5hQMzCZYAMg>1~}nIX%UDGwX~uY({1V^7{%r+>2_TgSqx7N_t(SExt<(tbD2w z(Jq*Eskag@SdiI2Q49ab^J_%b63&Yeo_p;Vcl(9Grqe=Nc_ySK51IKyg`a*=Px3ZA zc_S>dqS~=&m!i1~v{r(Sqb6BdfK^2v%AdjSd5Xr`*W(?GxUVxoPnQ>J1QzauC2!Fx z`zp~K#=FTEAjT-mOJFPGEV&@;KNbLm5M5sb?uC&PtxpM%#tH-FM^TSw)TzoV5d<$h z4gezhgxSxd=^K14q6jHE6GsH$R}ToVMop{yfgJ2{sry8xleQAN4A0ZN>dzm=(uGL~ zP+^XK)++t1B0j4`2;XI{{$1)fy*_m0Me2`C;u?4b?VfG|Q3+f9u1L( z{>e2E5dNn0F$rXhM?ZW0;dWRXq&3Dfw1f7L;YT-qXm#3pAd<6GPntb-=CI9>V#wGD zETyq@frUL{iYp;Q;|pDTc-I+VI}-Le*4tfUKaBEJrEAdv3Lq0V04QVo(h=EI0`A?< z_q*$TgysWR5%-PceH(xbpUsZcu6T_um;D60T*3MNmx~z&)>i%DOVkI{$%jvCI_EE6-|5-d z*D}y|gURxmO#ZYh$g;dEomEc(>6q-Rs0FMa$fOl`GoB`Mw$<{qghzL&sb{sx7Ll@q zyNMF#3h8|N76e}Y1F#qwH4@PZ4Z|l`O9zF_uF(r{7wb90p)QLVQkh8xpMv7Ak3GKi zA-fX4*VC0cnbtsJDjt7LMe&z%dFbyfT(b8*9^GVhp}3!Oxbe>MnhUrcc7jh-AUPUg zyNWs792ZNA^C1aCWCu8wtQt^lSeai0*mbrTc?;opvqGj&n$-30^;|+?QO0+Utf0?* zlOdrQ&M&`{_?Jw=WejTupIWE$mw1PivW6MHD26hKFJi#%>zmqkPQL4Kr^!4K;X3mm zDI&?IggAxKDRdjGB&EZUJ~g!g3?(RAhKRk~gMtDiYfH>Ioc`SRROP}!J8^JYLr*qL z0A4qx@Zcry)56-7SWHJY^{~I-8REhD(bPj|;0RwH+>B(((Bob|lBw1n70pEJI@>%w zdaC{A#*!8ecPp$)(b4lwRw?4Xbe^qwLSNm_ZwpUi+$C=$6tWStyKQhd%R-N5TYt~P zf;>CEk&1+FOn(caEG~nabchaV4)`%{FTr+C2?N)fV(xV^?j;rM0?drS0gFRB;C9w#v}5M&S!uOJQOvniavemUY(V&Omcxy zO+S;*WL`JyWHUE1LtW*Zu{_K+{aMDo@NImn-_XQ3TtDPjZAMP?8}SlOl3=NK0OE`} zfcIMSierEK*a!rWlrhY0F_JUFhdVDf*Hw>lTW#&wL2Vhm=g~A+4#I;Qxm}x|$MBke zxDoS@idw6eYIsj1;wstOa+JP4}%y1l0>m%Nv~sxfr2Mh2BQ@!Yi_DL> z?#L7b*9Ya4q_Qqcb4VnR_2Hx|3qOiUX1G4Yszh$t&qqfM;*D4_Rh>KZ}X z(2`Z=%REvQvOS{!;-j=!`Uzlo7J5nFFBul=vDMd%W?yKw49b^I>g^3XsIwFT24cbg zyh)7b6~I=HBZ`gub{4-%>8Ptwx199uOT@V+kQme6vXTyKmFv)~_obP^&#*s5kFsnJ z!lKRj@?oi6Y>9%qf`kfs*n=$PmJXuE7hV>h^pYcQP0C`%w=R+jNs>OUZEEALTYk@o8)<}J%_AzQggV`F2gC%3}|P9~kk&bI575*e&i z8h{iK+#bywD*as3xUe|11<6KS8?ErmT$GU^AS0V`VPuP{*nfENK07;$Z*OqX9g@Sc zsmKXVMg#MVwC;Oe9n5b+AfRW%+3Q~Jm9_4>OPJy1_RJ_PDky#a@9_eM4l7Q3g8s?(n#=XTJu2||!T*=2 zu|(+q30ecNo|HdOed_YzxPkW;)nF4&;T2kukeF#eLL2;QGi=XuU&A$-x(}2Gkc)*C zr*PcAor7a|pnmi0iid|=3_bH3H9^eEiyEP>8bwCcf6shbgBPd$M^Hfhk|d^>Ld^6v z{#g4JWtN&av>_e*Iyx-O)IJ50m4WDEl8xUukgD?&dbRrg5UK^eZw+i8oWsvG7s=F2 zB7mAkbkK!xsZ@d75OU@7Ks7}3*EJYpG*g}lf_l64Rm?f>aGTbl!*jDcR2^p3WBbv| zyRn)Ehgxa3pj=Yz9h8QU1-kj4(J63`%=t4=@}PWzAB*_?1DW?_v3_^W3D-L`+(&ui7&y;bV9X5&iYi~p5!u>sS8SfK3y?Y^GeB+H8oM0v~xvN<7W zYxTW)J5zS0c`tF*dtEbl4l{lj!h`;gFYJEi1QliYRBbKwZWLy1hap_q7GhL60bmr& zxq!gN1iy%BJU|3x60FmNA5sHQQa}l%HGSRFYHJ=kWn)|)($}t;xq8tTGv$22>*RS= z^g-ikb7ra`Ny(tqk#h7Iacr9kLlf10E#+|ua~Il`5fK*{1q z)sev`qL1j*Gwp&;H@@l~gUFs-SnzWPG&|*xH8OH0&*BJ1knExV@(s$tGVm01r#}#M z>W-<49>W6zE^Q|RC$149ub|r;UwaUUsanTG!QPkOuk5}DIBu1JAMSeuNKh9}m}prw z8-y^?__`fu%B~Gu5K*g{&q%E1K>N!0isf#uZ_g`_Y~RmqMkD?jg@N$=9W;HT!d*H! zV{-miJ(T;|;4f>x*F{@nLOA!2w?~fQd7oo(ORLX>;D@q|GKu+FYGbmYfJe}L1NUHe zVO9;SBy=c`dF}UghRP_HrXn5Qd@SmG1v{NW8^8sRJRwh)f%MV_;1V0*OZewd_E0FT zyZ+Vhkm~l!AdzYgE~tTu!VrJG{Q5fTku#`U-Zd?{`{L%*Hn?mZsrN&zVCNfv#Bu`{ z>xeWips0WLunU?&`l)iz8JnGBkKKEr((nr#{2@pep~~g$$-Yj6G4M2GUM;LN#=kBq z4K|fLaf@`E{ey*}HH1R|;0$WCef~?MVg1hR`MP7}(UJCd6VrJeR+N;#Trg8vw;N?Q z7#+xb*MxZdW>_mPd>R2w(Ccjwrsjh=L#Q*xxAGPqzbl+2!E9d0*qN^a@5+`G<-FpG zZwkT?R#`S4qc+*IUwpqd38<&guqzuuoFT(4tEO-rupKh=Zj^Fd#sMUAyIq!6%a)$Z zPxhg&!@cgsV_>v@KDy-whCU$j5jl*g3Xy`6Oa5JSfYb(?x6eR<*OSzOYJZXZx4C?+ zucOUL?{jt@1ed6|uzAW?7r+q6j17=-4oBeMTVi3bBM7BE>SdazreYkEaj)Fy-7KMXcqaeM#vx#AVqvz$+)GLXZvn{u>CpiJvWR_mn72M zwUE*>M*Bdx_E{y*iJo0MhWvP2#L|cnvT;3b+g(_$NmA3<-Y{OSBRi0;`rC|vPc z75KB!RDnauSlp#;R3F*)Tj+BLPT8nUFfL}3(DiBm9YhoI5aFWgR8ghJ97u_sb@T+- z)timG-CF}&n&kV*FH=ToXwRPJo%mcR2nnsxC6Rca4VOR3q?gW?Ra$gkGraAF!fE56F=ln@6j#jnM5Jr zSs3KgHc?CK`)u4&)_n_e%ADoR{gT{jcwc67>>{vAH5N=@QxRU+QtuOq@xn~@*Wd>k z**?8Jk}*YfREqs3OI5_6bafs89<)g-tcEhQ{$lg*;lwh>EQ_<<=o#BKb_-Gw*cSAX zs(qawb@ZQ#cQ5!xzZ^VVs6al87{LdmvkN#CKv6S*+ij*2_s_8o#~<4Ql7DvM`yTS_ z`yQILKBS|%Z}`XPNQUcKVo=%o0--iPBu1#kjR%)TT0M@jqU7I`&*PJadOrNCKU!z4 zCQ;<(pe=d7xZ87o6V|o~EE%WIv<||Z0SO^<_=Ihi%5f3Av@vJf7G7PuqGAernQz#o zG0EIw4Gz9kfXJb3$*{Z&uqN97X`r+GC!@67x@%+<$X-7os-|PXD*@`OU8d3jSVg`x zY+d_cSPr)xpam&KS`jy169mHYC@ET9BWDr7gp@CuhEf@%BI&E;z@@EN0<`=OR_EuqW zT4yZkY8I0A`_dOTqE&b?77Zh@Hj;(9SGJbGgDm9Rb=e>+OKDa^$LXCwcQb<5(9Bjt zFd-NnGsT@lj&EQbpC)3t*s>YZvP5h7=+DSxnMI#c zwZ8OH?B&)g-d<9vlF~|EJ?`2WiWg-5gM~nafAw}ophb+6{_e0sAm@BwF9hSWh0SVT z^dW!QS2<&S!}%3D)a>e(tiLc#3(0(YRAz``RO(ZXiQ;+Qy@2FFtzJwwNHqq`AHw4w z!l~%NL(X4*ShY2`yteJ&UD4KxzeJQPWr~B}ZrO8}Gzac$>BuOXjG(Z6LLmA2*zwRohJ7pbABNYjnNGUP_;3T=bQ@}aY z3LpS-eCrZx6^+=V8AXezFKp8J5lYlI6O7fL3Y2|y1-NDQG&Lbf(mtVf?7#a!XGd0(14a8T0|xnNU&QZLyBFK8ne>1VJQ zjJb(ll-f$9i*@1jIPw((D+PP7R}?3^=0-h}knf+Kl5ANrS@SN(tfvg{^Zq1!7685~ z<}vBTriHLKZVrQ?60b; z)S2c-VDJwe9)vS!PHJfbm|Yx1EXj5|%({A$?FWk1l;|!mgGr)up$ZgckkOUA!7x=^ zy5{p6WtoX3N{rXhIEFYdqO;lZ>sV&7b+I`Cn`41F)NcdeI^9DMWQj0FBFsqc&Bz0X zo1YbHrOy5@z>U2>?&i^4D0lH?F8-JjgQn1{rUF$ZDNInG-&ceLR+`NI5tDE&oYVua zYbz3-+vmB8H)F5R9xJXpMpj$Tv1W(gV@q)--f#}v>JemPaZ#UTncI8{0tq(z`CaX} zGG)|cY5J2wm{EF(0mF7AINmWKl|D^qPt;{;d=IOhg9?&e^AmlM`b=2rv%>7Wrnl+#ci@SY+* z?C0k`jKZyMh9NMorJd6sJ@-=zRIMRAozpH7u!h`9>^$c{vd2!hJ9O6X;m9|?dm2XO zl;OT5(wBd=2cJ1o#*KKWkEe5URok^a4)@0-+BPQTQdV49I@ygZ#Q++l4Y}fl-cuNxbt(uvtzoQYQ^0AJbNJEV} zrWiXNneocV7Eo41e^se%;~Sb2=7QYl3HoyN1`<*e;J)>eOP{;bFpqqk;g^%aRenRYj3{U6!P!thT2b+gHkRq*giCH^8=dz6Z|$#LqIXn){({4Jj%miZ6%^CJ*4ZW4UOLd% z9R2OU^binFSvvBhnR{`HtQ+X7%nx=J+vYoW)QE)sTKz-*f$APime^ zMfL;xxmTf{yw=rakJ(7R_Db|~)FG+UqMb(CqVKlm1wciQ+1atLvdW(W+=7rfSP6!|xzh7H33tOUf8k;Lx_CGOs_ScYXZQAOf#LfxbNOBhbP-d0o>I@a7$s zw4Jf>ZxTX6){u~pkrIuHw7<+YKp|)GyNwEXoaMcfGA7~$etR4(@j~hI?Xl}a_Eo2* z;cFeHbIAQwDo}f93cwgfD)xaQAnDM{D|DI+_1e8Z&(`&Gbo^iWXcX*84tb{uEu758 zSOTY=jk*{r*izxPZpD>noLi3?mgj54hram57d(D0JQmr=Vd9VbsK}gDk}KHbdw}0b z3?AVWe6saA**h4wnGGgFQ?y=V4=gKt+4Yzj!M2D0Eu8D)SD;4P0-%Z&G-?=>CYB$g z);heoglnCup8;EhC6z?|FasXB6?v{8NWu2;Nb0Qm!()eJ-V)s^GzE#yVx`My4+J{~JL zB*aBGLJqvoCoG)Z+S;0TY@<6%F?s#}kZqpz(cO`&b!52ScIY-+){(HSC#0Om&(QNw z{nH5w$MgQ|J+x7sr?1!$W~YsA>QSBcUqtv&Od^g%?Dh)chj1(!b584{@rjgzf;^ty zZsOdn!>Pma^Iw>!4`R&R)ld$jadWlO^8f^F>;V!c(b$T2um84?KH7~HDS7<$bN1SN zVKRWr0D43ss=x0spw(f@@;Q_gCw2Auoq!YPeoQyVYmvxqq`NSpA@uLKvTnS{}p;Wto- z=AQ!zs?&xZa#ld#!7rrR`%_P>G7rEba~HJTADfrA0HO@$9AmPD08XOx2P-T<`?#09 zE-_L1$`{iHl^Vrlx4VB-f1jsGX0`Yn_aQ%Bp7gb?)|Wz?-4Zuje0lno8irl*#gY@- zS0D5IlgK283iFHxR^sW4g-AT0|DU<0NgAK89{d%e2dd(0UY&Qrs+^2Igvh&itrg23^7`=nnvf@K4)MvPRmUvGMDC_~D2k zlDnu-h#vUu=1Oc%>jfaq&#cE4n-fcK)8&@1|3)emidD3PR901;h`mH2=jB|E-hy05 zv{nu=;OS0Q;eTBPu;e#SqqUOXly>&qrX>UZBcg>gzXc8dDDDu-(kQ~^niu)LG5vDgKqCjpyg=I(epXyom^J#l9dYkx zG2hl)283tpaU5+#{^##L!WE6&b9u(|IbA$)06>J!E6h|5JxhHCX?TafhU%Kasb!%3 zGmKIYh?GJgR{Iy(vn)=bHtUpltY;ecZ%4YWhOQ*j9zCrz`@|9P)O8aB7L>nn1k?Gy zC+8+CH@$yDw@_Rg*FXI-iyAhsm$GeR&G6fUH}9l26cCwzfkl)Zm z_2#&5<87^wm~|V+Dm{yk6RlB0`1>NVO~P}xNL#vX=*c8vd3!CCGKpw1hGO|AJNym5 z;VsYLdNtlSD4*-3+zW#PD~sYJM=3ZKpRR34A1lcZ27Dc@wAIN{Fqh6gKn z1r1HaLFDc*LW9_PVO91rUV%l6#3VD^vpPU*eGlp9#N7U#!}P9!A5!w>S-Z?ucLQy} z7?Y^(I(%R}1^3tHtiNw}KiWpl@YlYys)Bdq`rNft(1-BSawCxB8cT{l))`r1&;0|v zMeXkv`^$+95)8A_T!#0c$*OTynz&_7OP7Hno7})a=`zQ=tHQ|B$?*(=hC1lq(GCmr#+IfIGmWmy3B2=O*flKa+wg9cz#M>(Z%1XgZ@|Hj6!P_lZ~y> z6oI%j3e-s2o@@Whm>9KJsGJ}6O>XQQsgFxY>5dr_4Y12ke&U20_*V`_X*86Sl&2k5 zv*ix!-3Ui**LrI4{T!zNEy3z`q+>dg);qnT$0YnL0ORKSxWA;X(tUDLS#A|);jIgS zKoWq$vKMV-`<|xIWuqEU1&K;8T>e!hE;Sn+TuiqhmuIyv_ZiM!9?aJajE%)S_m&?= z*tK?jyWD^Ay~W2)hD7B*S^$2hY;P6(Z~tX2`spm1*Ta@jrY`0FAuEi536x=bzcFN8ditEu4_94ioWG9$s>fXfL3`&Op zmGJji5-Z?RaxN!7pVIHv!IlH^M+=>!e?L|p`R@tF1@-&$!n1MQZr@v*C^tul-yUl` z*=Z`Vb^QiH2A16gqdNv+#_8XA>bIrW9V)kp{?jwD&16;=#_-XDkoT)0G2dBG8zB)V zL;Dr%%2rbz`u++T|K32qae5k__%=)HIopzjmR~j<+^k=E8YKYm&VUQYssQjU$sC;n z$H1l)SH-Z!+zWT*PVa8dX#W=ynn>x^M8PX0?lP%^gtw%B*Jr?ZNHw&C6+gBOED2<> zf;Wxn?0tNF%M%3Yi4lJJ?9RO%gT^9RE?fci-(w9Ftwj={N_VCo02Bn(k_7=UQd#A| zyl$BhW!Lmf^FPQ>?>9TepfcRGQ#WiBZsm+Lg~r{PR0@@UJ8DaqKu$;0jwFhHHGJ)H z)lolJ9YeS&*h+lXm+k{#rD3e$rRt(ggJ{fffmL{7y72Ucr7-_uyt>meL#z}af=FtO z@xEl0{SIh2*{F+j_(`K^5aLDfe>-J$2BJ&5#MHcE4x1%!MThHnxs6LO8W`hCCUlE} z9ig00p4+dc{)$sqjQfVbyUssn4~eN#>y?Z3@5Q)`U^65X)dVJ}aDwp6WqolH5E4h> zvuIJC!X*6XG03rc4LZ5sU$32UvY2&s^WALS4UFafKnt{N4n{$CBOpKzQzP@^ZsBT_ zIAnXe9R~LK=*n+^(W?f}QB?nLE5j_es%du}hdlzfK8-A>cy)5}u}GE8*&-*?3NPOc zg29MQgM&Yd7s&EFtBZ)!{&SU_Dn1?2EsXC)h`q%thWQuQPY`J-4v$C*$bk_sAUjAZ zwarvj9#D_=+ra(Q^>(5vur$5SzAT;HbKQ0TUzWZxcP{x4H5fX~qdIdrEU*A;HWqhH z?6r0zN&8mZii=IZU>f?`OqMd*P~ZSjt_wg2R(x_|CACgGYuko>5Kyt~Kcj)h#p$1e z`i%1EC%+Q@W>`N*3-8}Yk@~WLO39e)S^I3}z`u!Uy7E7laIjMQ=d^}!m6$@q1E5Di zs<)c|zaNKw1=zxW4@1=-|5&2HIWYfjbHJa!xu8lO?vHwUWI&wMFQm9s2a&?(j?f)1 zEiq@^q1s#^=GJl2+aaufxY-o2$#tcvSnskK`cV><0$VMQB&|0S3$~ut9;d{YAe?L-z1o!|H zaoZ!{o6<)T@x-AWe|E_vf{Av)pM}!k9Tk&He!u`jyB^ET3PCS)`n-o;Xe%IY8*Rn4 zjBf6o>a>`62=%`v_xXB6^Pqk8(|s>RW%T#?g)`SWbN}4kk@&RPr<1a4`(e`NzAKJ$ zrY^0~9DCNLU|&m(iS2UMWgAtuaga`?wr%{V(Nk?c@2uPE0gZ}cd$-pjZ zp*I0At|+KsOAJ#ofKR_7HuoZ@L{!xKWb8TPs9PNfE9^k^DrL5wj_a3eDYt2OzV{om zK|uJ$oce$#Zeyc;`vB?aTxxQvv2{D`M$q&6AC45UYwnpVf7dm~96EFL zEOlQ4pF*y|cCR`aZ(9~;$zDkZe}WAj{*E}>?fJu6Ox*hVkbS4t&o9lI{%Kt^4|&y| zcFhX(d+alWtU&s_a~r@fb*%1DPZ|%)elBX&+xjwj+2N#edPet=xzqn10E)E^Tke9I zY?hQrK8Xu(O~9AjiLfVf&F!iW0Lt2SJ&XF_&g*xo*R$%Su}?8zr?3>&xu5e3lbbHJ zg7*1l6*Vt8kC`ItEDwrZstf(uZ~rkEmzK_{`8ohX7lh{KItH7)_#p6@x1jkwlNT@) z2rcge^*nyoGxoGeiT|A%$MK$q4zNNS0EBjFvY*ttD^kz^oW@{f=|oq&$>H@*k^wQu^T|C1lT3uq)B)QHKBV z&Kr8Y@g#8DbS%SoGCzD16B~97st$Lma&BDJ19{;j{+Kh@1Y%FXSwupDlszm0%kXf| zkI+~q1{RrQEG9H9g#(+4p8o5DNcI=qzjXGq#|fz*3qg{{KIp2Ap^iP`%V+Qp+?tM7 z0Kegb${(*>s9#V@(^yx0I-4GrV#dtw?{K^?*)rGZbitxJt`BY}%@-KZC2cHw6|D@-7^{h&c0>oC ziA1n{m-Bn*$c6p+q>UGA6FcK9=sAgMYUqO21bp zo~(PXlHr;Sf?(5nA}h$0SR@ml7D3BiKsOOgT*bDq09-2R;ih(*7N`i_FBNA9ns6SN z4|N!ML3&k!raX9ANDOhImOVDuCZLqi^mnG=lWb}LZzboO6%oB`^P$lz9Rf@TuJ2<7yaA*AJWeV0kpFAyp_vUYs zNt55LZ3FVx=6ZjONnLohp6_E)WRl2kxNjjc3B_zS;6BkiAp6uOE_EvyEz%1Dh5xFo z|Ai z$@8@~%@XO~-l*jD-vq6@`{RQ)Pn69bp~Oa?qU#J-d6BSXUwJ0pD|jZ9$Cv7R&+ajb zs9I1Iqs~;X@@G_Wjtf|n;7JL&^5jA5oZwTM@(yU{LbC}dBJLEpYrO+zTfy6L+h)xd z3>o2h_rrCrd~yv+laC!kksroM)(b`??&{N)(@Gw_GiNgfY>!6ym1m60$LNg}ct(e> zz|b`?^B20MJ@Ovl-2v(J#U5^SJMF$)JRQ3GemZ1!Lwf4IHE-iJwD6E@W4DoR1GH4) zsdkx`dDM|AyGU)Z$bI?{9v~BiS-;e`M-S^v^_=|IwU`Wz;d!AudzPX7NnXEdBBzbL zQFdd?!3T?jX5*mrQz5x%~cqWcLEMv8LLa(9*l_E`r zML(!T{sNw6WF@?9z2^%p`64X^E*L34pKs&q)V$Gz4LL{@vT%`;8K^!T;)e{^?SYD! zDrhV`^XYEAO@VX(kTZ)}givfBcmdPjHG>7oo2B;nrW67ReVQ)?eU<;amrP8~ac*zi zdX91$564O!fTMM;*L8Qz*Qwq;yQk!j?pp;T`Z{;(Sgiq0t@d8{#=MD?vkgxRC0S%f zOasxI%iY|Qyt}F}ds{j-=6~1B55uT^4?Q%|W+z-IyXVB;945#BPW_>uwaBVcqw*_sY2v|=0qkM; z=dIquXlO{!9zK(L3Xw;;(KwitIgB`!@$3%odXyc;edKyb=RGhXvV{*RYs;6{{3N!Z z0={WGS9F}jyl5f^qZh|K%5Sr)3BN{~oX_8H0OzBgZ{D7Ws|qF?n5ZM5$^PUt0SXfi zof3E2-{1r41hs~|7rv}y&TL$aukedn#jg%1IK>A0o_O0N_f#;PD8TDOO5l#?I|-fI z2D;lL(_srQt~OKagC{~O7y)bLm(OmZuWKq93Iv3&QTi&lK|FLWLJkAvu4 zufCthDvVY#J}k9)Vcul2Y!#N0Uz28<;mY3;Rq6b-k`>J*Tyf2{JBfN$a+Tzo!*VU&jRezaR`ciTWxLB z#VQ!27rRJ7^_V8ZHaaIc0EQ2Cro`f3@slH#*t%UO;;nVZJZ%!-q(b1Ku5m_N9q`OD zV_hFqQ;l8(ZQknidR)?vamm{^hwf^NwtWJ|rur|v9a`y8c6g|ZSL3Nt6a?pD_kE~; zG`@C|6+C*JbSJDgR+-%D%e==dCh|Af)%DUmq@*Z}M^0Qc8&f?L9J0bT+x^hq|4aU7 zK@)32TYYh1$(E`9umZ4+=8(5e&^~~CwOfw-KAtqQVSz4qo4n?_6T^BaH6`GWkgs>O zlo&6BAUpugCbhNXXWgr}3gq;Y(^!cM4oEKWJnyv?PDrPsc|!b>o17?so*h`+A+MaT zob63$s3o`TZ^oJ*jn|U;M*B<79`{?&hHd4|1*`<^a79*`lAr4x z(_!k{MQg5KXE5`0(u6xiG3;ktC9-IpSIDDHcM&C%SIKzaHoRx9E%Vaa)@E9nO~fa+ zCamhH*+*H}O_3Vlyu0$RxOfB?N4$;aercHgya1OTTJp{UKDj^U1Q!$RS`Jm$sHHBR z$F8!JuvBcj%8UL6<#wm5iHe45d}p$wK3oTmnRBbGwvQ?(z}UL3a*63KhOZrZ&w(0E zo#QW-Y5R<3k?U^Wu+{4FQ7u-4Wug<731dZ+WGq$2<%Z|Jq6!LwrG;md=^~2TAW(Ad ze}A<1v$ug-R!UBUYVm*|`B zMiSXzC!cMW%0912FIMA^qf2X@pD|~zh>Q#5$GwqT9#xtuq2 z9j*SUR|)1^iY#4X?ZS8~?3o&ZlD!YbkICT(%03VAJYtp&Bv3tTJkc(zJ%gszdH^9Y zEwbbr*KLMy2ao{Rp3{Zm=>2_G;dPuy?&g!9u4kJxH*=3Kdjhrz;Dw7qx03;wy0;gf-a_eUqy zg2~_kD2l=j-GXiFY}CkZyF*JV9!#6JvYMWaWvyXP01%^3?uIzFiW%}@8D_9tQSfz#|3LRw^TUqqKN~nQIi_ zAfFTGV{$?Ak9m~F6iNK0_AvF6AfL`qluiVJntC}S|KmLHw1up=X=E1!O@S%k{@ZnWyEfo|^;nD3v+>NX~-OGaooM!@`YDFzwNZEr1JWKUrComlDE< zvf=fnNOsD?UJb?tfWfRLYW2&6=xoV(L|^_jR08w}i24_NyawJ_E`2$k=6AioOc8ig zoR;!Z0THHp5lNPpB}&A^SvjEvmrOAn{dFRB8@kF$j9-tnn#gES2@!57^dg#KG#;EE z*YRtsi+tG|NffrS+R~6gN-KT!C(;-cgUh4cYHe# zGJ<=Lhmo3}`h?^nUkD>!8|6%O{MGuq9bBh={Y&j{aBcj7{P!U2}M6H0;u`L7Jr7Dw&C8b^|E=5YPDqdsYfF=9Ta6@ibe(^FQ~;xxaue&rb)AJT}b zU6t+^e^G%8y<=oLb1IWp1ggXXOGqEH_$N%oa9C-A^psz8bmb&xTC`Cfeu5l04o@!2 z8!5y^-I#OEwBR?ka?)@5BXNpHRo3;yOtZkJ#?XA2Z9qCce)vE<)KL7OM>-H2$ksid z8L$*D5qUIb;-_#VKpRc9vqSMp7Lw9aey zI*%zijmAVRp(9hlvU+q4`F6BN&;kao$JfhwW>4cyJX z^UC;&UN^F=oXZN#PiKCPCta7qa{pO94N4xPVui5BSje(X|sU2radd!i25*%*o15ZYn2_K3`oxVcz%5M+=hX|ON%nv@D0nDdhf(-c*Lwn zx;x3!jKNespa?_*7%uVhEa{Qh--JB`qae3BDcV8)kVpc0aAF%`#}ICd*$8vKLAyiqxHZz{QqY!m*e?Pb2JFVP`!z zUl4e!f?xV-Wj@d^5D*I#IlQgiA^dfm2IpiVS+AZ)tLo9BJ_4BA?k`~tex6SD}F8ld2_|d-Qks1q>DAx(dT7fFX*nIY^N0y zy&bsl1<+S$^(#Va%l=A%Zhl$<8~g3r;=*)5qk&Q%Rg{YHTZdallojc>72M(V8pO6j z3_o|~gETL=N>C{Z=UF1dmWXchEUV>=N3I#@iBx1d{9dXnu*bK|CxuBX1j33?CJU$t0MH6{v5-jXM0vz zs_@E4LU7&N(Sm7Lq}g?#Wq4^r;XEI6?qb#`Y(}HI^qr!RRY4{x&xSvb6@~a|tIVjO zgtTt5T<@**BA*2ZAiqVTy7l=FL#))jQol|!VI4M|DqWht>7Asm5nvQ;6-b#NURXwK@%%a$ zZXDPAG7@-(U=pGG)k+rc`Dt4yRaMMop+dAvcDkWS;H?3=3gBq&cpJAwYp@Xo4tNuO zbh%sImh9tZM>Vd|G>Sz${y{ID@BzIxmTS$bDXI^`?NNM5TT?b89D zx`0Ay^=i?Ya{a~u3CN|lC*%vZR#Vg-MvmBq#i3@#rYU!98#Oc8Il>}9_wDZe3it9O znR7g;?A;~~(%!ni-3GjbLC*Jngr0e$6AtXhzTF^VqwX~!ziu-MAdq8imh`L@!N0@D zCeoqUrX9{9=-8&6fc2%ri@A4nV_p^E>g{(y*sNZu^MmkS5^oCR+P6*v%Was)cl3S; z2HZNK18xbBliBfb^csb}%{?GIGw5Z(u23O^Js;4p>0=l8HU~rQ0g->@j63Iyr>&7b z;kNy5&T;4EMJ*)RPL{vYKMVwc=!cMn2EQv>;`Fgwc!n*Sc2CoRcKzl$&F*>2@pTQ zei-%_)7j-eu^!1sVhgSY=G1UpW8C!ESDj!|@zbXy+c;B$%e@Ux zD&#XsE5PCJgXAe$x_!o+{FAq@b3OjS0vKQfG<$?h^)bB>y7TD3nim{mDa=nGTHBfh z{5ZevVm22Fzr``?zw@+1y!c0kl5$B_bdCtw6_jB%p5=`!ABR)eiy|4 zF}Kj>svO>k0pqSca+o-!aS50y=e1$sm=3+q5SFcpH^hb6&2I0TBV8_H=g$4hs?yC0 z@?ZJMA*;j6`&*ro6%h`viKO$_9P4>{Hfxf^4O$&9ZTDbaunh(ASNJtp3>8{E#KLNx zpkPx2UT~OmD-L~Xct4%(`3x?NdU|C!HG}`7h!klYW9VnJxZ$O(&yjQ?7lSGtqpD@B zHREIE7~9b-7OaX`Sznh@oqJzW=?b-R4()xoRpU)SZ{?`Jx8ItuTh`miT-ja{`9WL?c}gRBztOGxbKjxG!Kl~pkt}&yQ%#sa>W&_S7gJ`XVX3PmZK8!8 zbqT;g=i3;2u!$d^J}Aw+0xc`hmrE9%TNY6;CbX+hw!@iQ;J?6+$h&+0J*N$R$vnHz z2=3wGgSOM~as9sN%?`lMGCuut#`oJ~!IBU^KkSM}|K^);F~IXWyViYCms7g?JL&s< zr70D@Mm9JJZ%BD!z3Fln8h2pqVY#%6L&d?U_bFhHR1PAPT|>Kl&gu&PT3sVCUO{W2 zpY1IM=QSn*3N7t7Nz-4w)^%_Xmn<;5EDXLZuVD5@n@P*DTtq{^@jdg|FgZN_kbFFS z;{i&Ml3SFP9Mqz>Zt_c6qRb{Mr}R4hq-4WkZ|RAqI5e7d*9r^&Oc1r~ObU>$R>pfI zMmBIW+R5q3V1b9xp`I=WwbMH*JS!t(E_t zZvZzCyNi`6=oj;iqUJRtV%flTi)U(?pNk&(7NedpGYF&OeAMIpr=vhi{IdWd!F$t~ ztK0XT_>@stRq0~0l|Re!fd+w_pt%%bS&=9qBL;C)iJ#}Mp$9eKfT5Ul684Ut07Axd z%OfI*!gD&>q4U%4>prxg$pMmme)`zLn4Qqx0h50_M4y%ep4WSc&mVW)lTi4tkwV(^N64}nzkrVW(#N2IC(ByykCxwC}4gG^CLlKD<^1K3>X&VcXUe*1Q@7P2ji z61p@0=+JulsLK47KJ8nXJI$lR>n#0?xogr7Y9oA1WBLTP3A^Ibf{ z^iD4w47-rSh1d-D^{z#~u3Wr0#C#TCexaw%jru5M*z$f;trFM}NZ_CV9ogMSr74xM zkYu$b1ksyJ{$7p$cDdI#d?fG-0F23oVy^_2JeYqlc9ZnnfM?jw+{!MYX^%su?{B zI%6_7#G^UPt=NYULwN!yc!9ejHG8ngL`}~(R8zN|>kEqvAU>+Pkk(?azl|i3>F$e; z_{i+Ht*wm1q#LZHKCt55ow9m}<=nCJJCuojuUnME*qZ6NSkekXUMD0V(MH z(4gy&yK1&_lx=RTeq*{?-Ipz5nT)3z&Pj%$csS^ zEg?gXXNNv5C0{HBXP8n|TOJ=hzq!f5Hqp0j0ZvwHI@wKHDl%as84aY{I0a|>+?vU` zGmmCfne$FXW**l$uHifyzOCNxI32mnemD$?%HvMSGJ32MctZi?S$%m!Fp%wZL1^Ia3kv$s zd79ig;V%ekN_cu)pf;MDG43ollm_UmB~HMRb(ciOe(WpM<%NI?HBL5k5?a^)>JtE7eHASUl&Is5SPwepYy- z_;GqaxG#pEfnc$SppycdrvCNU1ZC^w6JqK8a&HMxy&LYzi^%PU8EaF|+H0;CO_mJ6 zd+GipGLfxvROHMoo)AW}*&E+FHpw&s5mzxZ85aol%~EEvd#a(kgj{L}P#15bDY8M%5*Ijo=c6`;@uDUHU^rnZ^K zUvzJAVP?x@-fZFuzhqD$D9DW=Pzt@W>+_;NkFLEj?A^B*XkJaUQV_!-!yB9fa5_x1 zMM6O0+$+hZ{Ng6T!42h5D<`b|I#NoYtN@x4(HXcb(GSA^L0A`dc^h7Ow8*QREPsNi ziD3J-jFQg`XnSh^5gGMMLtBmE`Uf9FaRZ z6){GSZ*E;>-=ECM$hE8KXm7Wv(oWVDA-~ebgdTmN?4~+H)oeI&?_uA_p$3=Xy?kyf zFw0D$=LmV{-TvWhDIAq|2Lz;B^^Q4Q`vRfzxbQQc*8}sRj+c*hxlng5J|w2q0oDaC zAB*<}CbH$4Rr#(X`Z%_;pjyXtB$t>}Lwq|D7{Hbk`{>B6FwMAj8X8!|0EBhEA?&R6 zuRHIRi9V9QdrmB>V=A{)K;J<9ZP||LqL*US<19xr$y1kz@-aEyP{=@E9mSp8R`cYO z&643ArOV6H}op zm~h~#(9?XUs0K%}r7%gh*7IO?l;T2dzkOg;uM__2$?G~{#<3;fMI6lEm$4lkjt^^9 zY#8(jPuOIiwR2k19{D2aNhJ2)wU4gjjQESeq_(-n91pLzkLRx|?X+7YkvK9qTv&N1 zsVolEfU&Q(o=JF}V=J_Iy|`)49izj5xz*s9XAz@kr~hX4YlqUX4ucfs(IfMwZE=K; z{Ob!sZ#uX^L8DV(%h8G_1x3ILQheZ?E~395LjAq;X*ewR31>oaseBzH#Nc-n!@#tl-oBa+?bb+_tqX9Y{mGZ;_>9$8`IJp1(K7F?AJy?JW9Q)5acUuBLjw^6g2lYUsYer98sa@pgMa-9XzdV*nUa zzZ>0su4$j*`noZ;$q(kS740mb#rQTA%0y|L*Ln}VZD-6elA;F*o?XmNo2WH>Y-cfsUN=;)UGXL8lM zw>Q>AWKJ@fnH-v`4|3?=jr5f!Iy%0K?X%+j+YEFi^r8D^0m3I=#DhA|v$~ zgl0ejZB%>HF6Z4v zJWG(C%p?IIepskmoX~=Y?J|q|FVLgW-t=?&WP*|5G$tR|C8s*3O!DjP(X0rc>58m% z=)Lx=_F~FGZof)6=*eco!yUW_>Tk)`B6XL#HWHQUFAgw1RhV;=_?J3mK?KY&~hDy{z1sRv8Ot(A1JY!uF2i<9u<8A!bx0RSzU2tk_(C3 zdr`4HbhZB=znM@y32R*Dx5((K9cPN-+r_Ktdnx;`c$XW$^@2f;jmyJ}lQ9|c1@IlH zP*wLrc3nSz6$1A>m^a&=0yT5F^PvmC^TkzY=22&~casa-5L##APgGz_dee?j+}@Ye zGtksKF~muiqei&gOEegK^@faay|}ialQ!qiqg#Vd0LP#IWKu=bDd2PbH(2aO?tjPm zD62sq*FuR{X!}U<=eTLX>^eBSfd(SFH(iYW#B%KQT{+m<*?$oJ6SEL=_@7Bw(6_n& zJ1FV@Hg+r&AGu*CczeV~<_3BlLCTlk`y0}O)!_3Kw}>=kCt@K$<3B&^`bew(2km6v z@p~q&=G%{MXYdZ3*k<+ci^ui^hQFZ4ozU zgw{$wdMGY25qcL77*0e4&TTG-E%XStBrP!S$AMp*Y81BEnJa4TY1R%D2k;c6sK-sQ z17LUL6VL}Tis^$XQ~iRpttRn*qrb|y$zIZYf!F{D>LAQAkE(K4EaU;&-ssv*j_WgJ zO(6Y5f5*d(9@1Ie(EH*O`h_oHdx@>Du1*0zRY|afphHQ#St6sQwl%<8b)}j*AKkKE> z(c5K2;WTE+0+8)vntu4`!Xnh6w{t?Dvj*%)bd|}>y=yTjYE#MlGh~|E(ywaeEA+H7 zo3)Rga4t6s!fAFaV2-x$aeR`Eb_hb}j82z32kmcu;nFu=30Vs~>M6SDq9MQqJWwR3>IEDK#F04D7x7d?bdT3zS)v&9@9oS> zOpBX!V_?3Sb0k)T7K7qv3|hklT#pcTb)=xjnhOpOu%ubw6%OSP8lb#!L;Rp7-VsCa z9^p9_|7Y$>XfUYBPwgc!(IGA?OSqrS==Hk!kGZ6+64Mu=Cn>TA&h8hUdeX|hA0~gX z5+?w$auZ=wv5}mohxR2!h;}+g8yRSG7izwjh4{r!1`{nw2h2c885uOI^qM`#PZiV! zuHGlQ(H+(K~$Idr9w%`y{Ru+-z=p7koBMmDLEGEVwbU2pLn!YEFvGI6O z4l#t*|4P%_v1Z80odUbkk>x;wf&gdd=LRdy;9YY1qEe_&0&2bZf`>{$U;9{Q$e}@} zUl zU;5%en!3z&iEb3c%l(Q4yKaXA8#0+>$MMKG%SuO>`b?w26MyF0YZ5nOUI#8-KdK&? z6XTsw6){t*0=-?l7{sI3o(Gop7%t6JC2pJ>Gk55Ros#Cx!xR*Cy&Bi-JEv!ckcDI1 z=6Kl~%tdnSL^Y3>bfJSZQpEFxPyiqs?8Sz3cC~Zm?y*|X&pfQUSCK@P|HCT0bp54Ey6I*lUEuA<-ek_wLK8n$Qy6)AOm zY|&MpAq`6JArF;taS72Ei^xg-CF;uo8e1CrCx&Hoi>f9&5l#t}=?%9yBqCXgLp1X# ze#lTbf$`Qba|V#2msQaBJoh*}`9m@#dz+?0suO;L2UPe)r8EX%KAwu|eA%bED{I(U zLLo{NA6Ri2ATa$78sRwNS$A#B&V@fH87A36YmAW3!TnL_A99Yp=Z)GSK-Bfl@kTIH zVbedexJ2}2+?2?ERZy?q*|1!@8TXwOGIJ6XsKvLaWy6!_{(4OnN3Ih4kHhk)b87nD zf$vZNG_#hUNCf$X_@n4RY(_40Oj*&|e^7PsMA-fI@{A{NZ1*$QY*Z68s;)RB{r!aU z#sA@RHN#aoY@&G*<{2Y7&&0X3XVVP}_^2|E?Fke&oQ&l~ zr4-*?>f}qZzFv+qu=%HW@iUTcgUVU#>GP{RKf;gscXK@m%`v<%qMRU+ zb^BI5Eb69CC}XtAFKWU%nW951v?yE1QGV|;8u2ohOH=5pP{Om5Q>)^WH;KUk0SFI= zH>jgRl2ZhZXB6kjLfC=v$!*n2=fH7Ee)|pDP23m+kL8;gBrp2)1-wqKACwBtNQNkAFkPZg9nX3k;T=YyFz{oFn3u z#sANTHRt0KWs9aRrJEKxVx99DtZdZi2@8h+-{q?|FkGV#br0r^;X7x)pxbgACIlMB+hN@rShTUitvsWjr(e0831q2nP832iB^rn`yv>rMd zR@qn1ahM>)7klV4C9=}ToFNHJuXn`&bt5m{cV=yDiyOVZcX#Ren_G|VD*9%7%{q5E8mhGxTYMfSDiYAf zT>T;A=)HWE9$jZldN%6>kR8-%*2gC+y)1Gu+pTCz zvCNC2z5O-X#KQ!R;WxYFnh z$NR0Jl1mj1bkIVV;l8@86N3tqw??b-y87nPB$ z%TF^9nnOXYm1%9T9pn@1>5cIs&iIoT>^gcR?eY{_Q~2GYl0o2VZ09=@V{`~nY7bVd{qf2|tdl1v35msmEM05C%t54Zm#ies~wHv=?7EZ@QMS19C zo(t<&lRKhJtv;a;G3#jaaWfR5rFe_8d=eL{P-VupGhzG{`pWj(pgI8Z^JsSe| zgP{AeI6t4{<N65&*~vGMIJ4Bq@HENo4cVNU|(0%e>lquUNzi-zwIk_t@~Ni2pyATr#4(}Ok| zpcu)1 ztgP(b>7YZa8~<(p34og*fm)E!Pc?B-P*EGeJE??hCbEGm)fTgif{;Cmq9S(k80fC- z&l`lMlKa9TViOS+^+wTsvbJU<_r7DHkO*75UbJ~!nJMOhW;Dk98s`a-Pvh=LV9>0X zw+tVH)*#(HZaod>TKQg8rG(A^rGDe}-Ti$syIBm;`!aQC4IG=hw(-xDyu2x70$&{W zT2i29c^Q)X&57|y3de|_7%4RElks`*lceC6H8!S#-tDI(8U(|c8qQ%cQ{i&D657i6 zWNK5~-Jg0>GciRf7sxw7TF5;wqlrE|i5Iwie)-&iLgj+~p&<$`uAA(#r;i3iLc}EF z-@P%H|NQ~Saxb`}**t+g`1my*zq`9UoIOojJ>1sMEMN`#r{mGX2B|-?V2#h_ooAlIN_Ei8Ed`Vh($;^zuqL6Nf(KV3m&HHI2`bV zmP>?($Ax3OM|9SUN42?o;v9f;t^@_~nOe9RguwVtBh$y73 zt?dsX{-E1i9O&`~yy&o-twtpGh!XKf(7tqfa%AvJN0JF7aofGo*VlK1-ZdUOFqL&9 zm%<**cTz99KlHTe61ky~s+0OnjJI+rxzJCTGGLUgS!ezA+cy@w4Y4m2`BOnKF!0Gz zVj>?e_kb-Wb;T(73eNu7^FED3#9K(F{mI> zQvUr1=uY{TBdkaPwev*aQ#faY)YmJmB*iwjfbChQl{xp@^KZHe(BeR&c2*J_ zrm3{cx){PD(l08D8KB+;Br=;0gi+bde6-xT>DpeGMb*9+X)y{S(v#;~q$k_Ee1ojd zv5o}8hLZ)1G)OmH#|A0=00oL6@yTUQKZlvki|I{UG>bF;k}oMk7Oyx}ZK`k{IWyU_ z7)m~!X?fw4ISsC;zMY<$o{gQl= zzExlO+05<`jZ_!b5+SL-@u9@V?LtMEf)Din2)92ai0MJS(XbT;#(Y$H5wiJtZS~*g z#&0DZ8EiPY6c>%3mqh5l)rgCW_^9x^ToIHnJG(8Bh&vT1D7zf6qob3$R?dP;Xfw9} zrAdA4&oyMF9MXJADt-gDi)m@LhJ~wk8b>U)TAOY7gEyrscINf^P$s1Goj0o_heck- zaUu8&Q#w1=FKP_3BEYvlpu_?GNu(nkpPqc@QFM)~-Q4o|>_j;CM^<%SVw50nkmIiI z&hB!R|0jK-7jt*P?V8NT{`9F@Tkm6;p0ZP6K<^HpA-B>Z5xi}{)qG8)TRF0>xP}^nEY(U#>Zn?A|gf! z3B^7_iavvdxHV3Z8uX#T9ntBzxN-K%%LqynYgR+D=V3&l4fF0}qKHEi%Rz4nz}?@|Jg9Nl%<{c?&mz!d>#vJR|8li*|Dd?AxYSg+ z&0AsO3Be834>+b|o>(fh@dp4#6{qq-)i!@szhfdl-@_2Lyn*a6T~8qVQ&eD|CX(cf z>M0%#Z!vTvvp))fKp;raKp?mVcb8y+UH> zDeeghyo5hal>+{+*ZqU0ql%FWg+0*D%);7~!qLs%l)}{2!VCeybOyaH_hnSW#+&&U|E)2v@lQ9?LG(yduNXzU`nze)TtuG^A*6eaQeu z76J);-o(eRCA~Z9t#EWn|${( zd`{rNT&#)wG^cp9z`rlYU^JUj&cOj+_bC>bS^cH%7bhos0_1k=XXdE%($5)>z2!2c z!%%x}U0om!P^@PuYPl&Q@5LvXsnddj>u(B(T%{3SV;JEY1t+_6RwjMkx@-uHEOo(2 z-|#vd;rNQLfO09d$}o-@>gw-mJ3b}=!3)&XQVALf&ckS+IHsO9O+Q{5 z>!LI+pZEcMURjZeJAxZXpqAxHxmD5O7FwxYTzMgK_0<2d4Q;1W3P9EnO)i^4LgppG z2O~;}LYa_Y?t>oTo2&>iY1U+20(KztR}_MnHPn0m<;9dA$rgN!L`d!i)-V9+ll@1< z0XE*`^Uiz7M`B1C+C2tVk4`hP`2@8upAapeu$Bm=G@#ojXhlX5D=#-`>LwjxxJ##Sl{3lkA44IV{y zMSDrpj~24-KvPwBr4ImiD}aCrm6#~Hu&W@PfsLu75rwObwJk`{RfOs{UqSf&Lopi_ z#cvWvD-kM9#dj2vc0f}KZdPtqb{1(@3ujI$QFIDnpoy8Fij>S>7Vsw#s*jG2_JV9| zE-o&tE?lg3Kyx+@0RaIvc1|`7DWBP;tvlgQxE`XVee>RXG`(G z)5zG)$x(!g3jUtrAN{kjS5*8bdt1<76ySKUxf$p+1RlCdkv7Iv@@K^-wyqk zH9#NWrpl&b3bJzo0!*cyO>G^i|DA;i;GgyFoq*QA#W4Y}nOd9Lz)3;yRyqEo$v1L} z@BUfi0RnRi8~fk2;9&m;rK5$}zrgyBzCFD8EzZAp1YZ50eE);`AF}@@hEpjj3QE}l zoF2L-CnZAl(7vFF9l*jw@b@h*7Z*1GV9LY7!DGt7!p&pK%ffHU%gw^i$8EyL#m>vg zX~y+$tmJG#jz+cs(+5^?=ByTQJ|+U({9ML-{46}CW?XO<{5&lDoW{H?yzobM0V7@> zV>9l5W1$SRfNQ0Z^}qM(ft3lIm8mfg4~Hp_DGNIX2RjS55hp*35f_g!i;0;r7d!ly z4`9Ono0SPbP{s~uV+0>g3mYSIQ#N~B^WQHX02h4yPELf1ll2ej?~-@cMvi9i3UC{+ zur;xB0sV{kgN2Q$s-w{Zo*aCf?ELK9+#K-MIk74{$H7XO7Z0Jw~~ zjrq9DSh&sj;3LRs%Ew|XUBSv=Z6E!&i9|(L3U=2E=EAp*XD2>;aI^H^fy)% z41b4;@jvNZKAJv^0~|6Ic0QJWLB>JF_E%W82aoX&X@%MTA9x7=CipiO1F!d|4DPz% zo{;UIuJA8j4^HQQ@cKIr|AQ^SS^sY%|1Es~7q0(>>%WD-e~b8kwd;T3`fnld-y;5B z?fU-=F7$tGrc7<&DQ4N7lD94fgmUK`h)A-{-U?;fU zyy9sMDLr;fK~SkwQbp<73Q>s3rU^?s;ckkUH9fm0qz|qq0l9PsgJO4E)g6%PK{Jv(fzLqu58^o z8Y92dzv>AM`hCgvjAp*U(yFn|{Qmu2^DiqR653X&Ki8a0pc2;Neb)Q^g>ru+)Q|~0 ze3CyRL}TTT$BP=}oC;@6k!{{8Dq!38fAnB;eV{DdwjRu4Uec+1It6`Q|@WY^v#%qjdq zXWe}|w=dI8z+j@01M2#~vM*Y6QAo8hyA>L6+cW!Sm)3F0+tDvP@{AJpni}2)Ko=PG z*+C>&cgM;>U%#AG7!!kC{_972L!JW;OdZBSNagk-6;mL#m9|$v(RuVV6xmrZc<92Ut zVP$DGOz&9_KkC+oPLG=(x;pUZ)+*BT?wWkfS|@8~a)C~R3w2k(5jHH@-3C$*9@&F; zs|oGJ^2~uKFaUkajrXARS8uST9qjP>65l1j+4Mfv>*~EaV`?zoOJ{6X z=(QQe8Y~du=q@jB_EMI-rhYy`F@_#; z6#$hHJuXS*2YySb2-#Jio{vSIjX!lR%zN)9!}l2Vn(O9*1YxGE)~~0{Ow!^lE6?F7CH(z@1vXV`pBr)c%<7Su~1KcYWjkF$8`MlX*r(^VGcb1(pm#4p=@Al17{tW3%%Y>CR`mBLU3>9|T8EJ75MUVw?I)4Oj=` zLnPDG25PD+MTmx%2YlSbT*?MVEY$F!iuAfSMadEK=L&VoA0+tB^NXADR8 zr-kW7h-HJzIXw+~TO$kqXvTvoUDn4Q-;$66Fm@E~?NFwKy0bd8I-^Sq_7tTbO;3ES zz}wR15$x_9xwRXrPkDN{NBnagdIpBX(fPmy(YpT`ER&U&>v?a6F6J_p=dneHN76E$ zD?FYe(OBy>?rQ8+&PvBC33FTvm-A{;T@hBT-6xpb7t#Lg(AVw`TL$So%TW6O`nD_F zO*c0XOT*17FtZw0if*nLYbxc%6$RH=-sE?MaJ0&&{vGVw#&3O;09kXT4{3QF zTH_3IxaUJ{p{#5)>^^tP80&1Y*Sb?LICyw?nwm~%1A4+gp3e!wZM6?P+WX+CEDwxo zlw0EA;(NqWhO4>8;$xOBswR|%5?@Vdr<=%n^q76ju=PAw_~fFUn0N5TYfDDo`@3@1 zUa4bxo`;4vTm(frlWr(>rn8*)gN}FYQ#WzsD`%~1$r_4RnsO(`oze`X*m3>!WP8g5 zdLL*j%qbQdueso+w`B8RRqZR|NvxFh4|;L`oUluEKC;HWKur?f>!My+JExPZF}HLr z@7o0r(dF!^Prj5lW5BAut_ZloMtG_zUN5(v+3LWJkhOj(b5ZF1d$qMRst5lxwgjtK z5+zXMY1#&fj?{bQsa2a=3m?>5v|7E;kTpc`vfbUcfuV0*xlcppBdB4EnrzN+Z*4T) zllNfLO_7Dz2TQ?+dPpe;Pca7`oMd7`mIBd?=W1RKFWw)CcAk`M_h$YQ_kMu!y%qKv zTqS<3rn64P)!$G0cd&i=B&<_Qrqr2d$g{Oj4=VDscnrPYep9Rjh8qGv?EQgAM&4b! z?_C&#Tw-Nw*j+VGczjqwQWtjnYeTt7HHqxSMB0waGEi>%<%_Z8dk*M{QhwuB4F#C@ z%xqtj+8=IJhWktP?~8OQM^AFPP;{w3$=s}z)#^W8b9aBU(R3G8zH~0Rh}S2qjDOlS z?BbqgVJg>rE0Wa(7G}?08t;FRu%ZJ7X#n&e?@pOBq$_NPWW5C z=+NBtC|$t5Nq8v5D^9=fnfdD<^bMg4AEsL>Pw^W zxcy?o5kIEVj5YW;R_IVR>h05~iCYdED$lV(rr2m5)+LH|{r>u;*9-!V;T0_8%5UdT ztZ4~eazBy@Gy3HUz#0&1QrTKip7LY1&Y>5S@}zIR!1)YYGPiX!4BXSp0ADl0Kl$L% zKTC|S@NQO01l^Y>8}>^9#Q^oO=D=h^_t)ZxwmKgt?1q5 zvsUo6#({PsQwr(z`oJsw+ao5k+j9`vr79!T6x<(Kf%V{bRj$>l-2*1@aQQN%k15|Z zgv5nOJeHbMussx7Z%Hi_|J{DC8kdMbvfJraHGkpCxU!h(-OZIShe*BN9#A?)^4?{z zZ)CaZG_sTaay}D}xmIvSMN>|{kI|V_xR0&&<;GMFYW-f0vHtw2+PuauS4xtM)Ud0= z*Cjtfsi}#8PL(Fh)AofYZrA27IoVVU?%|%P z9HCGE&~e#$A;yQx%wIBJkS2%3qoYqLn0FaYJA{hX4f0pjKU+;tR@OzB@fJ&*q)i;V zcx*BPE@Kt-59GAC5JZoF9me$(^*;GVm1l(5CZUq8{6%RiijxAaFi#mjuHruq4a6lN ze!WT((cNq@@A!?1I;pCq-9t%eiYH$o#15&I|Y8djAa^dCsR$C&;N4p1WTd1|mW5GHN9YTRhM~9iE-;0ZFVo!y{bVII| zjt4z>GGf-8_!fuPoY9>(Kt=j7c}d~p;NBqm%CeUQN35Urh4sS@CU?T>yjiCLlt&5% z0ZT`jG=qH|&b{vwqw@3Hj-wx2Ip`UityPh88qcXPlk?0#-iclX7O)<62s@?K#D$aN ztL_vvzAhDx8|i+GZTw_A4t~R_;qXiOMN|Kk zJLw`l_LQSv;`|3+KlTimq&Xj$r@%y~lA~HL$;=KAwg;-F^*2^@5F4KD*W=uuXDyvP zf{6?+EYmd%dw7cN=_hsW>Y|b^ijSSOYfdY*jWX~Os+V#+t92zAAlsHVY%}f3Oe3bt zEw`T+8LVV6T_VZqOZixL^!g27l(6YbTB+y?Q<3p&H_L{ge!cuI<=V23cPKJNX+FLT zxP;79zQShB(UEEGG_0CZRmu(`-vZl9Jd1dR7?Hx9>_}ZxZA_mLJsDnbDW6OVzUZz% zuws4oVyKKAnw#>7P(<)~VW;@njfR}}ce`dHb?xUTqicIJ{36NijZ-nBh3!t0`!ph1 zF`u40b3nm>f#cFaz*N@IwU4$M}18tEaj?+vyxL9gtP@3aP5vLVWn2GmtQzr<}p066j1K z@L~V^YAwW5Y3QoKCa=Is4))a#u0TrEj6SN3eO@ma>DvGrc@JIn;Cp+>ZMBh)5 z2JI(-x_nddI=oS9O6&Z06+V-PCzt^B%7gP+8Vq)0b|UsqGB}A%Dfm#di1>InD<11X zWDVmd6usi>mu}1+UGer$FnA5wiJt7N&I(0Ek(Jn>NCq(x+yBC5o?A`F;xgnVS^lEo zvIOSHE?O9_SUK#p8PJ>@9B&Cz1uI{>E_aRQ{8&NH4wThoPwho0yWQl|)c(nWKE>Rr zj^rReeN7Xf>lb(*k}ZUo`ngGc_!VbY3J0PzWMj=E=oX^BkLW<7Opd~%Uet0re9;_Q zjT?4M9dt(Xp0`=H2FZ{7EkMm5ZkP6F!U^|-Pk641?&R_Im|wo4V82o$)Mw}TAbzc! zXXHQ>q<{2k=Qtqrsatro1zX-EZ2-a}3E8BCPdH`XhNr|o)Y=L*uG$PYOTK3i0e=XE zPl|Er$CFpUht%jpQ*vh@_G#OUgFk*tUn8g6BQ=`IM)fs)Gw!?Wv!Y?kq}k&kD7N zznrhRKr((go^L3y?T!2r5|N91E~j1QOZ8?PWWUc_2s5i?L&KKhabI?x4S!uj1A1?!M^Ao{;K5dU1&3cNHDjoE3H= z#%%j7F1Pe_bAM7mbSrncG6O_Jz&xDZo|@YDEj|ot z!AE5q(GbOu*}igoiG5kRA3YpN=tWZQV-*kM&71;{uyWa6HT6*65%b>ZxAlQpdbg7-A3*%z}@Rk_Eenvl$hN+Lf6_@Bv zb}d>dy%Pny#Zt_qC*tJ*M7_jh(aO8ycq4JaZCVc*8F@5cmHx14kCoH_+_zU+YW_o> z?YIpIFrR}3zPk(0>*sY{To?VldK)vEXt*yF(2zX1I@LH^IN&Va|J>@`*T*%va2!6| zg%ZgupRd{MBk+*30EackV8yx5p?kesGiVp|zM-AJ;cisRyTXpF>&q8G=`F-~^v zy8@R|dWfwk$85o#nrM|Mo4#NuQ#L*c^0>m2W~emhn3RG^(Z_ z&s9TO@P>odheP-#M1iXbzjk>kQbS*>QyF{$ux;iE3wkoGS#k@5o;D`xubzwDCx89= z)mZ>K#J8*<(;ebIPnN>HOxymKZNI2-Pv&(A*x ztbR?s+RKu0rVDs43Uj8zY(VqzglVPEfWO$F77~Hp@WmW9M1NI6bVReK4T2BXcyX-Q z>$IEM6A0Ir`Y%5vSAtFEoy%WMDr5`wtTPW8omZ`NDbD}Wj@%A;Lh0TPn_1G8T3tNM z{-F3+dT%Sn-cC5wn&6sSS6190mqnpN_Hn{8bEkWzg-!eWF1P0iw$}p_jpuoMDc?9A zxslh&gb6GSWcnCMr9MKW?)(;RPl26^#Ge*9iP9wlu;i{_ifWrOdGFW2t5k!GJeKpr z-~AcSS9%0#J5xZT-<~*X;3wVr+n$j~F7sjgo|nrjM=PDAqMk{;y|PN_MNNa%Lw`1q zta_b!F>ZwUwug*n2bn`}u+juQ$Wm`H2EY@scgy>`i%Zp&Vz(YnfaT|tO-HRIXpG)V zE-6Z2u<$dSPaHHp``#L=s%t%8_4O`CcC-tIuixwJz4`gmvSm7NAV=fXsO(uB_qROe z+>@wyQ?A^~a%9q}dgcX3axFYeBG|>_5MKtf!v!hhna}74uRk)pLy4PZEJOr|GueKn zreg;UA)BQ;8|sJ!CR@1iTZZ(dr$@L!g|)e^a!X2_`}=)!cijgM(_-+6C$E1}KPL}l zvTnl|^ERVgfs!P_I*^O*OU0r!847AuT_pT`$4frvX3g&}PzPb_{n%Y_VNAi3E9W6s z2n}+;E)NcipuB|cmCb#jIh&IdefE4$$g7BnauE@of!VJPap+54)hA;g9SmL12HL1z zgCbhWbxK?Voj0q>{v<5V7B?U1W}JTeM)fth`m<#Tc)EP{gjmp#;r_Bm%+>5p7=e&k zw`(+$&YG75y6BPtX8N;qBshmJ7Nf5xRKwHXPUR_+LsSR#U5|g1E@$oE8;MEUuq@0r za!pQ7o$avE%AehV%Qk#s#SR4&GY->ScTrzAU9TNBv0tO;-}Z%v-6)y+30{Hv zXVv%Yk#QH;B0e*j{Yst$z_!2$9jKU~(x0lm*WsUw8JI$heje&T`<<9|bUYo@&^QfK zDpK5z52xcjW>n`IBs(Fbn|jI&unngfl0{byL#@VP5!yc4s{Hd%L<3LKlBV8uZaU(& zW9?Tv9;w=ruW-k)eNt-mvRvjA@HxsU-R8(;}E8Xon+c5@9dBk1T5fJImMny24s zBI-Uamy4ko%V44Go7nZ+T`*sKDaQZ#bw3o>&tlkJJ)EPhMNQ#)=hfRU2Qw7!{W%c# zXT}DpHV8DADs<1mfT7A&dw$my?{xF?-Q`O6bBG)KeoO5BDh9e#xm){pkM%yo>mnJJ zZ!(ag>p2HyG;4{hx5KtcCq>_1?}^e+6VP!AC@3h9F?bE$(xtyRrEVLEMDP~7Q`48c zM$OxKVV_RsYu*ftxEpp8guy^3F?QCcvKdWr;jsM=?*04+Z5LDXadieMhr5tFy6EgD z(4i{`c}J5WlC&w-v_l?~J!wBZtiCV1NxfF8Y{$H^Ni`s3Y?UL=%t&M%z7_n%z+|!p zij{L&2F)4Bn@*(&zm4#CwVHi0io%?}E`9VY;4*9s?O5q2W7kQd=ROvybgAuEgkQrM zTm$Ri`I;y>?8cIxa5nsLZ?4y}lBx&NB9iz=JoJizXbyF&k5ITk$H*8nTDPfU+~prZ z6b_NXVZP`Us(F>=RSu{HH|(L=&re=hAIO^^iz9kqaeM8ycfP?>pqwJm>7xv(BfreH zdt}VsgG6piv44&PMh+G&VWW!^wMlYHG^3dh;hebC}rO z4v%f~0q?^{|8^~78;`KNvA$j#L;JULD*2wMZc=97-a$A`&~Q*QuUTe@*a};ehsQ~H zGt`~sYY~*xrdPl7cVecskBpQqDNf%D47;^LPr;MG{SPc^YD&Xjj_ar4bMdmc^kh!y zn4Z~y@p%{XCeQh%&+H%xq#ltk=JJNhI&%2O?h&*8;$>9thm7aVbW!EGL4mnNS=lIW zYglM4=EvM&sUmWu=4c637Mf!zO^w}6+&N2e746W-?xQ(DQt_WDePNnNhGvslcnC;n zO!_@{r*E`wGx2)fXbq+&P1a3pOBZ?3ZBji)Yx%^l``GvAsV4Wa9(>wPl|HiZ2O=BZ{^MBLO%EHwMa3ui&F59AROvF8^~DB)6>nN9uv;v zKKhJjWMn1F?|v_rfYLY4eW2nw$i+OY-1XRQzM9oW6u7-{nH5 zy2%`A!W*F~JM=ykEnXQ+=2|N4V7nm(2a+!~>RZ}e1Mb{N{Us%LacK}KiLNoJ9ggX& zG40|y>B}sqS;xG|dVcAP7B(XX81D0heVUle7E|#KQ7^L~OMvp0AN@4?w5*#LfYwyc zmK%JU*Ck_TU2vqE56FNOMsv8uZq~%B+w`TnKP+g(CMCrseisoIK=P!M87H13bftI8=fu zfA2bX%5E&@U0HuzX+OC<2irE*a}7Xz)Ag*LoE5H|T_LmxPsg)lT%K-u(dU==ejP?! z7-jTLf_Z|-o(Td@R#dzEDh%@D|+uow*&b!7((`-V z35)pOCb9F&7SjO3D_ax#zrFmyPf}v;*buefquN*U>DOfj*K5_M(tq5aK-yg4FC(MH z%lRI95}VSJd{YfM0_iumPY(4GQ-NQ6VI7S)zqTS<$raEq5&w}3;D~m#)&g!{z+Ep@ z$E}|dknaU^rth~s>wtur$$r#$h1DW|CyE-+0}ocHi{ZT~qoVy|qC*z7>!aa%H*U_Z z${`VH8^s+VGLU_v>zb7Qo zyi@Q)?2$C{%O6YFWf=mKtKi}BH2y0!zG3yp_MM7Kw)^^@y~PJ6lbm2K#LF<=>ZCs! z8zf6&S-Jl1I3Hc*Vq=Y8XHt~lF&NK*p4$CW!Q>zDq@?C#Q)vS4^p45R_6N2chw7b+ zi{L@Mfo}o85tii-1HadNaCTL`ymDB#N2lJdt>n1&fW{Aw%0qGxs5fjAs^k6Z5F^*@ z(5aQE7m(bSG;#QQaNvK$Nksa=hKYuEs;Zc6&#OkZGe><&5EgJp>(5c+Z8molT$#DX ziNDx@FR~CQnqT<@J}_bUeHV&90!XYBwj-9DbDK zT^aPx5o*9crzTQTU2jsw`tRn9sR6r8ago|>F%HdpH7(rn8lu3~ZQ>EXAAlXbn&iBU z#emLcw_hJdzEhD9tJ-`De`P-J9OUhcmb<9T<=yC_oRM!?a(duo7fG%b5pDvh_ZqSK z_>Mji$UBleQp2{uhAJYniFY`m-h6%aW!z=%%a(QuOWw*8isk8&J#NL%8Veis#-kEx zfAL+nDjh%fa-)mk>YNca7gepDru9@%Ht~a0Ra6WK-xgtxS0*232Zx8{D_06k#7fPE zhCenjYlszCONbH}KDW6_RgOJ26UcQabBkcYi5Dp0OP9jQ(uKL@mYa$qre_asW@6@9 zoSW^hDs-<_Dkt~F*X3)7)dq}jHuVhkI49Fk!~&oXF)&+9uvT zMY6FbB=Lmk1G@Om^A=eB0K(TVC%~Chf%yDnryLAsq!)BLyDVQ1mhuL>mtF(pY|HGf zY)Qf_>)MFaHscKH)6 zsoV;}^BZm0&w#nov%N_T$z|qTdVML2#0ra;aq+54Tw!HqkzCL2_aDnF?GGF7>KHNi zD&+DV{*)1S(-H_6?WRpk5ZD&^kpDL+2B+TfZu)%kV3-2nvN&*3agqytis^qqY|VOV zU3T2<%+3?<%E*-WW$DbB-p#skG0RgzF=?ioq|s~Os7QVyb*cHKwa56BvD3gnf2NBa zRQ4qaFZ5cfIWXnL#K;eBM+y%vuI~nxL`K%sYeNlI)y?&ohnzp>^|0q{p&q8Z)&|>> z6o2%2ELv}wIxs+q#yVo;LrMBEv*!K_9+MY>Q5u|ioaZdlRKxPQ37qG%`PLwapuMHp zIJ_%8oX(>k^pgeSHGF*iQ5u%Fhh}=#+^)4ou268r`hDo70q(|#8=y@tr(LFWu1jW< z16HF2O%x@sAI&4;C|CtT=C{}NkuOsQ{VMX3Atj;auXoEs$+H{_tkP)Ps)MRLQj#rn zg;O(}TBku2NFFtGQOz8Sk54nw`g#9(&I{D5ABL}Eon}3sH~%@~#KEaYxne>-$hPK6 z6?+jR_jj6x7Y8`0Jei9)$jNUyiQbC0LbOzD`*ZFebiSguEj9BLh&cF?&6Vhb{3Fnpmy| zWGUpUZem12Vx>c;!9Px=qxY6*6`6$KEN~@(dV7z0Ny;0I|<>UdJ7sczS^D&1yu02Oi^ z3odi)m#Y)&eQ;LtQzdFZ+23rwJEy8UA9}L1E;z?I!85voDSd=6^kn&#*wZFa)=r24p@DY@x-ca90XlqTc?Thhz(?xbuY| zoud0?$QM2~HtfdRCyR}d*#!k5kDn4oaRRz|h_hJx`W)|;pc7hBKD*wxp_RnM=${_u zOI?D41X4k#3t`{16!N4GI`bhC?kVh_r<%FLN%l^2;U2oQ>^TC`@d#_aJXQ0EU^N_)UtY;9Ot(xd|{=!5n%jjTW*(?G;bIt6P0I99c(zX@`~1k%#K}0O>0mIA?$=LCVR~Qs08L}A&6$gKW#O)LSWc~2 zJVv`(N^ZnH!6uL=8B0lr1>R(x--De(6(BX`E~5Y%j{)KV%@HWZI)}0VTsV=Jajyhu zitSr+WnTZu+Kes@hil)3ch8q5SRZ4+GMM^jp%`Ti1oKOA{s#G*VRo)L@xfZVk7@$B z^qd?kDY(2&O7$)wL<(*3<6j#EVP!alEGt8L_^_*35v+SstJM zWzUo=Q$XJ!x0^w2RaahC5k89pi;czZ2)H|hfY|XV`l_xIj|cR?^!jYwSsw_1)! z*qvL0x<(H%IGtfltd&Nvj@w)KG%V(xa|g4{F~!RGDZVjtxAXA=A3nRWUnZ#5Bo8%C zGOnK}W~2|cczH0sdeuM`Oc|M!M1&DQ_CZ~JtlCOrb0lK~9@WC;`O|(7ccJ1NEH6#x z00(bDKT{x4vDDojSQJK#*8b&`guan`ipUs`((c& z?XJVq&3IHzLJx<)geJk{>{cvlFFo97L=DD>X~ez#CowfiT554JXVof=K2|Hz&cGvCt%WI*L_hZ@avv<)qf<#&gH} z_m!91;Ttx5HJp0xOta0FGCxP?bkPjiuPRmGXhic3k&^UxOo8&}-eJvy!{vlXIHzCgDzUa!T=ledY9w?riF_WeK9RZ`7GK> z#@_oIBr@x6CV+^r#YMc_0^}>j=9MSDmSEN+MhVYcBZ2wBPMuzgcJUZTRQ}jr<#+u&{Ji@83+2CM;r%TNqMl84nI2Rk{{+afraAxlRa7D+*4Z z#wr?7>=x$s`~I7fej|K!O6}B@Y(QiylJwJ#+*3uCK*&O^uh!Bn6}zHtNO8rX49zQ` zaG_WkyVd$v83@t`aGZ1qteKKJuk!dEhyYmT07QN-`CMhxe!llPW5=y`m&mcztCEKv zDs?_8Gkx(s8fUQI#$H#|#*sU6Lv@t{Gw6Gvx!j&zH!D6;PswM6hWVHNjpQcv#g7)I zxu}YtF_>JzJJ)S`(zAmjh3WlMsJZ{R+XUi-@NTog7P6NmaK39BlA$#9hTy!E%ZY%5 zyfyH9u1xO)e&h9cbG{~%&N5p`Z@6u+GWB{cE)Q#H(JaoA>&$eROKoOak%K75v8Phg z{DQ-gXZS$J;eq6Mnd=&4>Ci@FgrmhP53N356n5P`BVtKAJ!z(xsMcy*2~24~nQmS3 zN~s&p9f6Q!J)P`PQyL>=cuTV6Xkc;T?zJ~gF??P!31Vr1>FO7~h%hc6wzWSro2vyY zuzr9%oi1E*^ST~YyX=YrFm`?UGUF*&%^ms)<=l=avU_@5V)^6f^A|nU;C)@2O%h1x zm32OvqR+;A5x!xOQ3II;fWWl(@kT$q%jXvl2y#ug?$5Xu;a*nrymV;@wQyH&K)` zTYJwwQSV9>v@{cQu*S!S|ZZmuCYD&$WiFV*tJj#bp(?4JlV`Dx5&yGAUld z;%)_eE*G+|M~c&m)m}rcGMX}{H6Cw==ksZ4cwE*JQ?RJ#v<5pAc!i6VOPQjN+miTRDt3BYVYwIX z=Z|qUtVPNN_={hU4bwXdnM=;uf1?udY9kmp+srNC*|oYY&nD0}nZLTIpG>M%png?x zcv@wtKsn&O6-zX~0@LDEjk_>D&B#HLm!r=*1eKX;hk7Hy)3A7ANYT;JS3kPdf1{r+ z&f3^Oe*Bp6nTEDMParOJ>N3w|=9R+Umiw!3UaEqGJ@CAZBwxk}@ykndSq|R=Hl1>k zL+V2%hF1)2Xfs6u7R@<_^Kr- zbX&r{m7kE+=K7wOgj^1Ac*zikg0!+`9!rEs%6xpaCiLl(KxojOIn7BXvG4-+tNZ$% zbMI{zGe98+=fRaUJe>xYOvL}pfJe;t6}vlz10sQDaR~{+o07*Q{v16ovQ^0ztT2N#;OA)K zCjl<@$@SRgaV5htL`hkSXR@-`NCBxx91A2phUknld!JG~i|YN8FDi|elIE-h3`2}G zqw>h>SB3f}p0D|!G3#0THXfXnWnTCtx$&Jc{dWWgPta76wz|rtX@mQ%A(d4 zYZ`D7&tt@K4o#F*Z@F!`qjhTB?beHgn59w{RYd{gp8dh?!YCo~De|{GWL`#JV*Fly}Pq3Vk2>B;l)Apo(2{krr$YZ7s?%Qk_Q9e{>J}>E$HNM`L34V9_HbY8L zlZp|5UcNq)$&EUI$W`b${W>_Ueej9=)4hSJcNtGBV&je4o5swI*2<)C0edC1i{^+9 zYjOC4sGfk=&44U#j?`ZFjLOhpHH^Oey0s|j>x63ub|pFM#npl00_bDoO%P`HOj7AR zO|QCsWFf@-k_JbwoUvm4@{B%X=JOAuh_iQ%;mNomsjv)|mMtuKnw%dQOjJ~3WULlLncGR4ytbE5;Tc`( z$Qup#`1n$e3Pq0`a(L=D-*NGkHt*t+(ta)>fl8O-Fc(03=zM&)XBb>p^sISgit68Y z*$@rQE~shRUxP@donyms%~0Do!2(Z5t#NiFE8DR4>_~BdFN%rrLc5ScHJ{}t}gTYwy%U0 zJg*%Tt{t8P&oAX}_od_84g|t9qDBjy9GXpfp7!cDqYRW#?GreY#y{5)2XQduek5;` z_(uJFN{H%2mrMFQgp$>ma-jHXbl|OiYqYgzo7^zuv`j!@Mhs!R3dW8wMYk%?MlJL8 z*LHb>&GP>1HHMAYmYLTZi=j!+Nq|3Zzj^6)T?3})jK@5Q{p zOlKuZp3{B(1OFx5pW$e}pi!ferxYv#S7cvO;M))@ebDx2Vnpd+jk089^c9jZaO9-C z!GdA}kHH~S*LX``*)E!qm}#AZZ1%XNPpMT?S`u2MWa?rkjS^kVJmk!)w4s}65w!Ecs3;YsCMQJ~HmV&ie*CfGDlw;fT^SW#BGK}P`yydnTO$>l1Mh{y; z^y<_ZXG>+g=bUG~iD00zF#4#Ll}9Ioli%tH4-b^CkG4U;iN4FXCEw_&rav8hXPCk5 zSV*%7J9>FU@NB;!m`@r|)YsiG6~sf6a#q&DuSl7Ff2w!kX-j{yWJKiiZ8_Y0Y=BZh zyE(<}y~q<*&9)>PWz-oexrx(gXOa6A@i&b2eK*@@j5>4MW;O_#5}U^tW6_T1#VS#mvr^+_ zAE}FKV}wcS-UPXeDx7QrI?GQ5VY*Ul3M!t{G-K_ zS$368$?G+c+sE?gb5H=z!W`HkJfvk=VJt#8p`2hK>F42NSH0lOZ|g|#WYw*yS$NWu ztN%-B6L%}y6Ft7h&Gmrs1?{V=C)lX+XwIH8=J*gh?&6}%82``qZwB~QiyIN`8rLOb zr&sIi4?V8Tc>@AFlg!AB^tHz%Bvx_fei`q*OqDTupCVMwPFAAr*UN)zeg$v(hkmze zwYHN83k@Y3$NTA&6L~Dc8iNd`Au6MFuu2G49o~f7V2HvrIWra2GZ-I@CM`brETP1^s7y&{LwDPko%cqYEE6YAha}9cBnUM;hsrsZ%Di6`ltA}|R zU=8H4Wm6au#jdh>rY=zPhF9mmk89#h?z0McSYfM`XK~og_7}Y*%%~1|5#ij|S+OBu zBjaCfudO7jMb_H(tzl?W`x%KR(xBue}agE941T9~DHj9}`F45w+BlG#RB(T-a zHqkfxusY4Nw3a)xNY`Z_o0&Fe=}}7`vpKhek5vgY(dQtMpU_ms6D=s(zDW-AV~}pD zLh;j9>Vmrzu^g>zJB!8|tLzooriEfnc+BJ>ia4jLNo6%XWELcnn#}=y<^^#z+Z5ln zNq_k*C>XPS2gBs-sQoaz&#NnbwmdL}c!i7>SHum+!RUvHBAL83r#L@yn1rinTH_X)7^-1tM|g4g6` zr((0|*|;qjLT~_K_%9i{E@dC(`h;TIVg!$L8S+;}WTS2wiaZWDKGo!3kcH>ObM(-w zvfpea?H!N@9>+4{2Hr^fvRqXVHh)5}akyG;d>49WSDi+!W zRss@6((mv<6^DIbL0HbK`;6ckJ) z+d8xD3>H^EG`aH`s!ml{hWUQ0dXpTlv)BN37z$|@?)KX-T&uQ7h&(GYts>~25bK7u zzyjv@P4Nm3zqihKRw`44D1uo0NZinri_qmw)`n;C;fYVY#4)Lwpk55d^a^q|qs?J% zND51^T>~NFMLNuZ)ytBs#L4I5iiK%6W9qH}q_?<^^9cttleXe=)yh&sSXtQS0pGmk zPytcGWN17jHupu3(Wl2y^CAZr?<*+ht_=qCKxf==WAcmoW_>zRILuDQ8){A!V9GS4 zDeR!&i=W}-sojt+<3-Io)Qr$ze!rqQ2;ZdS*l0JsH?Vp)%?kmQb0q~UFF5-U!^8Fo zSCjB`msc26K-w?Y^UM4^Zkz~wMS266VmFz7RNqFr2~_xKZIct?9=^?%|AzYi7MDi% zeF#C_htagSi5oqH>n!|au>KYFe*yPE8q(*jcRv_EzwUy${SN5WYs2H>(S@tlGAQN* zD8B`}1q5l25y1D#K)g+2TP}U*Ty2j#y7sDIQ4HL*D-h zOvCT9k;YRbseqGLBFzS`qp)(|-#2{x`hlo~SR3>^di{r}it|ql2`3s$;r}KNuU6DG z53Hx@Om2ntC9JD9%eBk3QTul!9nNI^)yLRq$%sldcNI6zzQoma`=PPi)Xdw%IOnTL+SuM%>b7}6A1c?N)g%WE4O z7BComDT*+3+OX0}rq|$PwI~Nv4R&w(lq`f@_A?ga72Ls_AWJi0mock{GyXk00hZ61 zXlvD;R=?ZGo>t@o>6HE-&fYR8uJ?%=9Gu_~f;+(>xVsZVkl^m_?(V^Z2KV4D!6CS7 zkl^m_zIT$}f9tK?FI#)7k{ayJBmH!rKBxQ6idV~RW25&dv0E%Ux_alwSV>YHRKiHDay=2&l5%=LhX5&5@s4cy!IaP;=O^la+6n79NJ z9eMra4D+FtY7?tmH{w=6O@BFj=N*) zPCN_FJ9H@Nw#(D~WRT4l%YVkwd0i`C#v?g;B3X6~cVW zd0#vxWG?}2#qdSLz5xCRSO3Os|0Hu+qk&;lc9EafbbP^ve|lI!12w}XUH05T%#?%V zSj00><`9{`TRfC9CpDXbfhCs=yWr~EW&e;d#pkKI&jp>QkM~zlhc^}VEA?MSyDwWS zIT2+{D1y{LQvQBgY|cg`-8Hxr_U=r5kX0ZiZ2jOqR$6j3P!VhEr%3k2{HzKp4c&LW?q<%oXIT9{yaFtHlHiW|o~L;UTeQ6&o08{05AwMm`qnsLUjKs)peVe?%dF&u>O+CjSTrrz!veul}9! zwx9ftRpm(a$izR5106kzkaU!wS-^s9qfi#{AmuQR5>}9e9VEVkf|KZBruduMzWklM z`JZ(h&H+*&?f)u|p&D#3H}oEp6Vt%D1W#j^)|nK~)#Pq;JrqwRj$c=U(qs;{?~A?+TMKJ zk=N29fcmc#NlYv``}_!!43Cb?(Gfi^)~w%=dv-~$3|XqeeZn3U8{ zvQH&r5I;Nn|CQum4|2Ic{BI)?Bf9>zrjn86(%}UDuNFj1l?nLk|E>x>g4ooszSf5a z53iT|-EJP2KXv9(a&jG34;$U6fTxxG1}!>^gC=W)f!$a z-ELQpg~lp2=YJaE?Pz27j^UYPp-8Okg6HLA&%`ArX1KDOe7;g_y`I&Sr%m+w-kN@&h4*xM z^P$y!3rW`X*3;_nxN$QHKQG&}8VZ$CD^PdUov<&sdOQH#s?)T{|F1lbM~H-iK1re9 z7l|7d8QJq&RW}OXwv~CUUDx-ST{cS~3YXPH%jNkjkN6pWeSQ6IEfAH-W{Iol_krId zF|P{}0|P?}uj>aaMx7Dtk2^=fKJNuzX?A2|f+z%0=AM%m3_Zo%a2&8ccaQJN^|mn* zb;I?ycSq~?kffvM`W4E;n^J*oQ`>-R2Mrj;&Q6+bpLOGMi1*{oI#6DD)1qr?N`(Xq zHDkdJB`Uy2>l6JGH_pvC1Co{U5!FnKm6Txgl@AepU4Np(K7f!jOz}0xogd^JrS{)Ew#08E88Dvd3bp{<~&bMPWn!k zTSOgnhLf=;&d$}9$}{&hu!}G)o_;dTJc+XD@VOy`$~nb6w6)ioLts(TcmDcp8(P+u z)xq>IZuz)AE#)>A@bR@f=zbfk)rRk~trb6mv8?~sHDit=k{}dF=+Lm@hDTS8_)kMj zTTm7iUx@47VH{v!A^yh3Vq$it3s*NckRY4peaig8!sva==!ghWH#e>ok3)t?d`^^F z({Wf3fuIk8=gm}p>D|)`Onx3tA zp6d60efRU>pj7)2qBB=Kf{!IGy`SqAkv&m5*nYFGOOHu!>8Cv~Lm@A(y+SzMIx}?8 z8qlW#B$*PXra$`IIN8|N0JRtds@FLFqq|}|c9aMB0S_ZH28}v+i+VhONs}-%B)9pw z4y#6wrOJE3k?vn5f48{1%k0`W0p*)|NIq#_V(LcqSu4CQ%63f=Go1j_M(^7IJ9lv9-N3(C z!;Ie8zJ|=?XE{repI^Nv#Ojs3Qsea9fqwdZLkPMZG0N!33~hNiqZ!eKR?VEd|K+i@ z!F{yaFjFd+)u&kFJter{_bfNoHGBw@LL?CO1A`DBdm zt3HPo!&V%gb=9`30$$J8bEHjK>#|%}=tLntk7v=xUiyd!rwb%7Y#PL(9?#OMl#y(d zv0iUuwTh3hr0 zhCyxLY%}9CV(jB%<9P&Ca>x zNhThW#j;|FXM4%vZ&EtKTXL^_&fnPlgwn*0}I2CL(4w5_!U&&D!UnV4tt1(xj{mr zkLpXW8dRB|Zs}JM1(>$-LnM;kO#`P)HR}P-h}UC5dc<*AlM3m&bI5qIVlBOt_^m40 zaoC$I6pxoi1qIlr1KlJK=mAen=y!g~RK2|^bBROxRRf(S0 zrZeXb_zJI)XFLgSBg7U?1F>g6QMe(2%OfVym>k2xKG0CczXA6cy)r&)Fc=sbhW>6~ zwJgfXfoO3#b})W$L!I)P{ydeu4AgWG@HoK(r;5w#j!B6&kuKK$>CWD2x%oHwnf=bl z_t@klb$To?gaJ@QMQJ)BNZ@V_3W$LQz=JzTxyJ!t%H;FpCMGVvK7xCTqy+YRvKhaC z8ZWH^L*TZ1z`+7G6t>Rs;mW-Aybqtt7ic&umKi_w&F+i2U67!r&tS)G88toc#-~Es z=bH3_rQ6YYclAF?@knL8g2v1%xoM zcWf3h70C^wo=$oyk<$doJHbEYl1DOw_Tzt5KcSx34O=t6%}L)uDSYnNoGNNB9~0Fg(dC4$&p+SwPBOUNz~NU3!hWeTyCqlqso7qOmulGgEv2h+ zeL)%VtV~jGmzs&Hvliq>JklkPpk?|h#GrXWPY89=Ck>qc7=snmr>ONS%1j2uP1Tl@ z{%vL+9AI0#bw%(9c<%O9=bhKoumC|>+ zV;T78+$XJ94%nm40)(Fh5nfX05nqu%kG+S*o1l9T|RdDZ(?Tk7E?S+EJ~6K(lj za+X#Eu)u*lI}wg;cjNrJYk|l^Iay5S<_W8{AWfZlKMGW7;c)b*d&ij9Z=~*L@4ctf zPYddb?&BTZ&c->O9>xyOd`}fgZc^c$(hs`uCCBvEU#s;Nd0OAZGYax*No(P>+YJ6%qjl?Q!be4v5AQpT%Hgy5yXbqUl@E+afr{TsIIYOzT@~e zMyId6CCMdiIcYx3R-#1*yxaZdZi`Pyny~>#nsy)&lpRbkXl`$#PT~%C{@PnvG=g;{%Sd-|rX^i{4MAw0FHb z^c-+@F?(9b$jIQ+fJLu{W+!MGuCAnn3BZ_HXgiphDqhn2aRh{awmO5VhhbI{5k?0 zGjwWS6K`9?wRCq;ujnxVzc#>HWM}P(|IXNC+}p+0URUnWaA5iP=Zc}EJ*Fd5zq0gQ z2wfmG*eS*X57qnRrtb67^Ftxc6|?D0%sS!AZUBH70x)ap2+z+{QwYlYeA_OMvmY%A zWBOx$=mxI{@MeL~VYZJJYN2Z6fwgAC8x32`WHm(rxB~40LvUO`PUSP~LzsJvA3tBupyejKOj=5*5_wUy( z#|44zeO{0hYsz3h!9|1FBv}lH60Pz;9|5GFX)wP1<7xE9N-~dp8^<48*h%bNk8`=# zWtc-%?6V=BZTPXDnB4A~vF!%{VyHsi&Z0k~mb^%hqP63dJNCd7)U5|0W|R_87{!kJ zg|sO62+=Y=IAIE=jkiBja4ZRo+J>(@rBSXW3$|muHr<|5&n>f+`FI|53YRU_fe_ys zmG1I?{bTJ@<7behPm$SGE9f@Ho`-92(odK6S&bT~qNVyNoR-W-v!Qwjvv8mBUH2tR z{K{|FiF1f^HR^#%W z`#Jl{XPc6s_XTS4ju;I6%QmPVgLdw3WwT%0Fn@vO{r!B$GB}7LDwAOCe^XGm zukxN0b^V#)fk)tjqX1*5FjXaIT&ffJ?%18&B5=>a70f(1j>xjRAF9Z- zA67s-dR}FR0s*3m~ z8*5#GVd3Gz4h|0TtnqD^W4w2Fn=$Cv*w{{fd(!J89`3ibw&#@*KMd<#5O&7G#B>Gi zt_~6JE>~sq3|3X8Qdw~spV;uG1L%cYz7=KNLyvy1%}&8vcg-4?yd>qj96 zPdiW~iQDM3@zZyqG3wa(m_2!0-`A>fL-2eGq?J;o(Psp!TxRsFE$}bWANx)8T4)R> zx-lX~n0T;}Jj{kSCx5a+A+)oKt+o)qoQ2|W+7M`HF4w;uBT?{f>yK@}+lXM)WBLAJ zv7O8HgdjIBFAxO@qVpTYC%|5@zn!Oi;GCuk-UN=f+0z~U%iWwJn$BKlcx@ZV55EF0 z#<*l~{w0Q43ilVujB09(oD2EGL73m8m@Yq&ui)J97?^;=%M-yOIH+BmoSuUtK|0*@ zPJVO5cR@II3)$w~O?XfQvt1w!zfUG6N`n!94+^iq2Rmft$Hsy>m{>7X8i37j=#I`5;PrTXsHWz@xLsv2?~HNu zT(x5jMRG=)cBYnnOETMdH(wE|lIQZYH)$~;nx+B$R?Nt9MorT?o+X^kqfUgDP!o8~ zJ`n&}Y29$ZKCu(#*91?;W`T)gRis`n;qMhdsGbJlJfl~B_|Q7ekTKm<-nrI}1)d^s zt1KCTx2}%zTKDGy;(;QTh?F{k@^G)Px7%?Cj^WNn&inKrO`(P$JSSkXMWw@N?;%QH^qCTpyQ%R)>5ROx!6I z03N_sR1FZjt``f+NJx-guV-nX@xC=T`r>ruMB^p=Mi`)j^m`A#uTE`QL)wjgW?qg> zs+6J)fhTT)wh2XXNU}B4g&?$UMPBYS@d=bUxRPEZM z4OS!}SM_UXhv^*@a;J%1T_gI*Q(c50Voms8t1Ms;$~nUX2XG!9kAO)~JufWox~e0P zAxD)Lqfn}=$Zdp(bS7RK1{P=|Mp+buhZPKYWn*ijEuQe{ovqJDs6oa6oSqsx~ukoQq_kfw4_7`{pah5o?ys1HY|;M3@4oX+ z6g849GB3^{pvyxFS;1aR8P_HvuTe8tqRQhXwW8nKjj2%bevl2q`5`L*Rt)eio}#4m z++(;rD@TFCgU$OSl%Ou z*Qd!S1viok;>};bvOmdd)nv?R6osVhpqvFMNg~hgKp69~X0LflCs$`iqiEgT8M*|C zZY?#1g>8e3{@(fO`Hi}|dKTdn=C!^{f4(jv!%+szcxeI@)*ZxhqA?UCschYPr zB(;@H$jn49?1LwIbv07RKW1E8j1&>2z`SrXFxqhMI2l#&cu{%tvD$evLtZA$>5a>G zWcJeJyq+>~pYG^b7+Vd*-vddg4H-HxhLocJ!64jz0p2QUK}S37oG zQxm{p>q(-aYeRw!EBL~}1sX`m-UR^6^@EPs`}cYm+OE~)Kz0VP3)0f#1ZJkqtoDD8 z$O*>K4uCv=uRVmmwSN-_-yrh;3-t|Vi3`f}U@h4_>K+!BG>ZEESm1*?0ki${o4ra~ zqLHyf@b7qY*Y$w+=>y?gsFddX9`HfX6!F0V3kPB;-Uu_MHITm z7H5h++jo67cJdDX2wdiWrm`BSfQoXR-e`D=sGHaHK*y%)8|?aWg?!}V!iNr%De6%i4%j-?m9RwD9(D*EhYV+7)s$NjD=4402RPBz_TZ#l*zKe$%Ows$^4ka@$H?S2myROYTB|`p12P)JDa;?z&{Q5?*54dOFChSj%Sj5zwLSL_F=wC`Ko`c($fdFDCDt4*3UGlXqA)-~JN%(CU8%2xr`C|=h zV>U_sn77T}UB`2jU~nw@u^5f_Y_F;Z5Bfrs5>BNn+nvdYx{=3ky6`BrC5edOAO>&# zQTT*0yJn!NlKfE03V~}y&aw?YCl@n(ERTg%%lEc$GPwovL%2EQgiSCq$4o*5n!~ao z4n<*8ZAL3ig7h5wLh1oX7>+BsTxDMeIZYuzBw;W>BOD(=`;q&U-BxI#^bJh0xV-Yw z87|JZlggPk26ecurY?Cn<~D@h!RYOIB%}9Gdu9Q9_6#4t=ndOPHB~$-k`$F!IZ548 zUq___!WlXx;;IFBR=L#{N-Uus&Bu3}mCbfnqON*-&1t{Rk0;;Ub;uEm4G~66xVC2j z`^zGckYA#(p@u;_a^lx3U%Zj?=4T*sk_!VHzQjsHN?r){YDIJ?@<%ARHrZL>f#Se- z9BN_|K^ZhvVQGZJeuYSWFhc25m-A{AN;^Di5FJqFY0?pT(v{y>+@HR&1TD?c3i)BC zO!XAQp4gZN(#Y;UrtgrIO<=m0VbFuVeVR1WCbw3^=BX*f9GF+9NX!AAvi;9Ei{Rbu zz`G*2<-A_o(F7&RIf~HF5J5$Pq`>8TKrbuzf^o|38|5Bh+na9**AbNZ+ae(au3~Nv zjs~AJ_fr_wJ@N~yZipDxeAUD9VB9FiqqnvrM$i>~7%U;$4^dc5p>%2n(aQz2;runeL-?Tj>?N73M<0q_Kpz6i*w(82u?T+oVyC0QtI zkV?XUNb?0m3D}WV5Z?m5b-CtO(5_2|60p`V%KHwhtgX&!`u-TSrb2!4yF(;j002}x z>VPV;tPqG7SZQf4{JH+K2IK0g?rBv|B-r!qeM7HVn+QIAIDeFE=Ig_0*2iLc#Nz#+ zwI_TVtmCA+*ZY}staJADPbk#qj6LH0I%DDS_B_eb{v(MO(?6uS)sk`F;c_^J&%c)k z%9FYslL`q{7`CuwU+NWn`Z_{rHlrDLe5YL{BG!3C;A^ea_mTA*@*RJ|znHx}QKR>TR%_S(xKcs1MFSz$ePk&KO6g?8@7LySIa??D@X%iu-}acq5;Cagu=pG?@m zG5XDZDNlnzSbLP>kYT9F)%QoLGN4*&yFMyRVz`Ol)9xe(__WCQMw{NPmJ@>?Xz1s+ zoM0HsOgc=U@r0_#{DBV%WcPfeqs7^Rk4>;3GL^*-l|&_rOgzc`Jl?*^o`&*G{%D9z zUg#a1IfD6L9|o3wwFUx24|?OzI&E!xBDt4S95x%dR+l&Lnn)g7JlzjI$K6$*6ryJ; z>r}*Ua~sCqMhdb3I0sFvSn1d99l^iIB_^gC7KQX~5ClV+49B z;~FY524`@8x%L$2vkA^;86FvJ4miMaPO#n^#18e^_+YJ#{r)0am;VQX{#20LB946|FA4aNkICW zzZ(a((hF9B8Dt4r`2L3g;*H=RDA{?>;LIALr%yZZ8b+|^F3t$47f31x+lmI3APftw zJmYTLaVx|%ukp+_lvy}WPdMfEl5us?xT#-ivg@-uEpJ$IejR1rWQO(CH8gNwVn1Vnm7n?p9lj?! z6hOBDfdCq%`wAOiQJ~9>p*XM5355KG_a^{UB zn6nrsDf+8i866ynyWYxK{qjDXMV=S%ys-k4aJS`}p>sOk?+#BMafgPp4FBtCpJa+M z#YUS{o1C2uSz3}jYZ;=Y*KT&2cs|u^M43c@AsQR|Ra*HRj{BeObTdV33yB$u+fUk_ z_q^)N}rPbhiNb8Gef|jR?xfX=X}dbdn0k~%5oT(3nUu# z`|rCiV@EV;b2Y?->}sWNPIR7$D_h6_B|_TX0HkD9H2TP_`Y zXxBb@ec|{LHKQtUqS=fkndMQp*|7!m2m&_#<=5Yp(bm?k*gps*2N+i1C3#2eANnwJ z;Cz~}9r%CaGp*_jDRd#k`#jY!YkBg6>KX}e>5>@VjT%$m7Y-$lg^1&5G zm9OzT>5QrHm2=d;v_0>e;C>@+_NyAspHR!>I`ISJ+2CY>;=!{s!L zIonwBW((t&jqOrEihP9>LPYoykzK;{c;pIVN^B5j`mVq99U}Pl5=fEr{z5!qi;Tw= zU=&-D$>0U}00jp2?*_uYDG4s{?kiX5MUaWZMJ?c3$&=&_5OPV$yyZ(vAPk*H+A6>& z<#2~n)sWXg*s`^YM$Z@enjPG0aaoNlMPCxYl&~m0?wCA;%aI2iOg-!r%7ej)326|| z%i34p;Y7GHT<8)pK26Q?X?geKEb=j)Hnb8?zx3D7{@EPAjBv|hT8pz4BG8bh>Am2Jkg~M3=Hb&bXheI&hLO?rQ?&6Q~+3XaOizlL!PAqbQiBy{SSrPwtA1}I? zfow`9h1-!5;73D%0zuTnJD|y2AMhQ*CxlxmqSewx6FWK_dpV+| zFon`vrBfM`uoOx;1aLI6`*ARV|6rIudbILP0Av(j=|>zBzk!bs$^?3NbupMw(Vx)k z(8@VL&Qchw0W^uRFgXm1i^|7sQ&13s z`s`n~Fi8>l_jHWtR)J1W7dekMS63TRFR|%y+7Q|Hau@*3F%g#zGE}teSfVHafmoA( zHFD5bt2RnqKQ1}fS&cdOeWFY0?j1Lwikbvpm@{zXjVFFemzGH2;QT^+9Eb<@FzmBg zJ&*K&(s{HoT@c$XGgM7By)~0N+&G_EobGxlAJd!O=tl{ZA1z?{J9iigsCivk9+NhiLjDl6t+(E&_xf-Z=M}jm!`!QgRUnQ=egIv1d zXJfq$%{Sv|B!wE3fCa~;Y=C$0i^U)z!3aX3qrX6+63sZZj|*XtC%#`B2%&vTs;y{+ z06miK=fbAK-n!SNS ztt9US?qq9YxH)Gd$%xlSSdNc8VY$c2@p-( zn%_4Cf}O}^?0F=8>0-%1lmjgJ|HDD1p2PY>$Tjcjo0RZU_>`j{1HEn@woBa z&IL=y`&jO89D0kc9kjX%Owh^P5Gaj`!aYAfr)Km;K{YjnNff^NQ(C#Peng*;EZE=q zFO#2SvTp$Vv*Nd8hHfCBfTKk(u!)9%m$qNb6$cn;2$E6ho0oR)`T9d=;Kodb;FALs zxCDU_EF1MRU#^I zc?GqblmBkZtE1niC59l>?BrLi>nnV1#dpkKn&!g(5>b#)#3eJ>9(5rlP0@H|$i|+e zvw!J|MGE(S;ZRHrTN6-B9yY^mMzRQ^>!-;lFFrGl-AW7R*r=N?5Dl+Z7vD4WJSLNw z9LPh8a?F(JL}S$MYUKO^JMu3WUq71&DEtqjk-`I`i!S|jzV*Yjx``aAYSEtwa#_PNos#<1gt-+;b?3g2Zhew^{{-TRmn>qbQXIa7PLlS?~Yh4fIK-pt3Tn>qzSN zGAN;Kji}Gw-c`3Z-79mU41}iVhaJy^ug!-b9nB6L$BGPsTvp1Qc_o;f1|)VuKTLX! z%{yL#Z7~ZoLcz>!ljzQG63FEeF)D#Xe|}+s{D1&e7tCPB;AE3r&%LHrfB4gXajXAc z^K`V<+O;@ga|Nl!^MZ@fXpUFST$^c*tI9hZh)`{RP612~AOhrd0l1s$*3bQIDu?_J z0O8XIJPTs6A=~6y{&D`%dor)jnaDhC)N)~y2=eCLzv)aCkOFnB_WGT~Y;$X%Iu68!Stc9DFf`ZcabqYX!k#FEJU)|V?-hX*aa15pf0 zvY73VoNJyD{HL_kg?@#7bI2Ys3Yi2Ji(~kme6@0=Fh_~j+NyfBVEtEFY&^?s%*?zPrRcdXJv@5$2Krn6iwLw=)(KN#!@&)j)^BPnj-W9>*_}aknRDeI)7(BTpA4A_E<%=s_Y|l5N7WLc=qUN{(Lbc zz|)xo|1vPN(sA(jFJxlsu<;VQA3Rs^<0@~Kh?Z*6Vt4nT#J{58of_|YW`A{k&5%$o z-$y!mRisj)ASU0iCnqD~6j8ol27kxmv+4Z5%3m>3CLcDu=gK~g1Uw)?`C(~7y76F% z2D`T3@HVXK*3kQCCN^XEk4+HmXNb;?`T`gjJa^crHI$SdnjH8W=zoFyMu0=*O=1&@ z3JA!*s>*awtZA|*IX|g0g7iN8LiijfSsMT&RCYVq3b!&#wmNR?4%?d`-wW%?>r=_x z>Fr)2_y4FV=V=z)dn7pWX*JJLKwerksD~JA&&e0OVUFt4du?AGFveT2DPC^*Ira3f z#9aOv#3U2o_^#48Q8vG~naugk_-gSXzIvD7M`=%WT)ghcV^6HcT-R0--VgFv$g9wi zR1SEG{tfSJDGCIKS{07AHjTeR-m6Y@n-Geigw0j&RsG714xK_z7??Mg2q7O(%x25O z0R`Z(Y4Y?XScWh!G^OKjiGN&R46m-SylAP+vP5#z&FudHFQgNXT;hT*qEYNQ4G#-< zOS}aIBA3w-ro4S=f1H}C2sR0f`TSB*Z5W1~u7v=gM*x;TE5rh48q-f^Ew+EhsY*!D!NtaS@%fPtt=SIT6)pK zyf?YrDG}fLv}qTnHtata3ddYF_hp|9+Z%mFLE{v)!X|k?{6Jas=p+FeS~5h!1<*}m z{kC%kO@IoA38t2?@cm2S)M&+V!+}0|ZAB1j@E{m0dcq2eKqNJi)X!i`i zY*zeo+~?d_b;{8*SMDiwGa(DJ-e(kFSZO% zJ`c`!r+vLU?4oIwWh2k#caMSv%F6lSr;|<5VM(}Mcp6r`hs95!0X||YXUUf-NMvP|?$0IH@Z7t# zrA&UV+X+#S-=Jor0ic`QFE`FQ!FD_ke{6j`BZ#>MAMSWhx!iNZVm9aAC7SsX+v+T;YUd_n2cCA#JYQsm`vI{n=l_kQEReesjWS>=nv@V)X!@5dD$7Z5EwK z5U*o1^i@Xk2O%mz_-~)*X`LLO``CH+LC9}_!-^FXru>ZrR`I3UOlMwC#)EmX~ z-Hr^D3#)%347bmR-^_Vl(TEaaFJ@Px731D{D_@V+jbgxbvUZ3F&yKu`1HsBdLWp^M z-qQ)Ix50at=Od2R>&`Dv(@*Ny>q(k`o|63Iov^Zf_3L(g*vj*fCcUD2Qapdt?fdpa z+?1s|?HEG26aM{bo9_p-t&a6R=Gd*pKNtS;YrbWhHM z{v9HWYHfio15n;}M^xILQF%@??$$aTr$)wKG9P(A(Oc^b`#1sGd!^4=qrm)T#x3RQ zPOECzz|9`xeVcpYyTL_W?M+viDt`*?6AY4jj`8-PuEO6IMstvb;6r1}aOI%`+a~Ed zoMmaZT^3!#5O}21I<(}~Cizb^ivEuKoBB=>d3I>rbi(tdsoxp)vHi~T*1OI1MY^4D zoWd97%WC7mP&WTK)hj_oc>~hpWyQcq;F{^kPrs~d;T6W$Ed74g@>x_bllIK&tnu)U zRbo+VFi~PQ6Ces=;JTTr5+SMd|~$!fNBJO4*gJQvIZ zGTlOv!_$j7n56LbzgjX0km(I@B)1#6HDWj4LG zUz>=1!~F^~?wJi@_v`(m;j7i#j-S96bNVr1m`38t>cMCDsMd;I1ls!j6ZRj!c1Zw4=NCELc}t&gy1Ka8C*g z5z8L;Si7}68?QpAIOf60IIWp`{`t6cyF1e2txB_qwg^so@U8)#XmWm+yR)qy8-Qb~ zRpN2E@uLzyge2lxp6HoJE$3Yq?88Qdbeho(;;n^Zvs*C-R@acCrEAaC%Q%P^{d&lJ z1BV~uGIw9dY~~{|Fmq)%P^5u+1|cFO`(sA!(A%2gWmT1szxq>z>qIG1?$gsCPnJ5a z|BWS3Z!ut!tz=|!_d<5~vr$Xc_lJ-jG#_joF*qp9y860n=kdz3NUfr%V|yW5ktJXqZ)!2d0^J%5H~zQr zDU@6SuI+-R2nAD<*qL2rISpVze9M}z#V@QcVBV5U@A&|7!{ldesLDu2fVRZyCVY9y zA@^C`btz(48ztEt<8l{LK7MHsf^|)HkPhvFy|?=8J--s}4`iGa+H-h5u8t;}90cQV z%k(Kn`hx#)Gm*;qLVaVj#qZ($1l6oGo2Y%*hLdUJy+MYUKqcw*N zLZR;r(oq%_%g`FRlF(yn^g9?O5)#0K4u2-VC$Q3&CW~s)8mrzD6)kw`xiMTkFaM+^ z!n<$D#d~pNN|c_XxK>SkrJn_5U3Z?&O$c@yME_xJks?IJ|K{a8_D{2Gd(?s2M=d4< zr;?0d9xkQIZT39?9>td;%`2SKl17C#`%PgZdD)oBkbtkw)Eeg;up&&O44O(DVW}01 zuZ%~sLmO6JPi9@nmCW1QF(1=Ni(&i{p1ya(L-{Odw3fW#WxULrYNd?c*yGzy`2!%TVAQ$G8Td_E&8 z9WYEor_eMC#IdCbF#n02UKXf#L$Fxr{0W^TKZpsm@j)FZWrB^w-;8*D&Yz-Y?&sI5 zC~xk&U27WTi8*&|U7Q=p5|>0CvVhzF@rNg&F~(|E+BhA{pv_7PPklDLewlihqZ+6v zimqCPYLk4)j0YMrRU~IWV+1*wFF22Pd+RFU&g$<9ipa8`OhBNXU3}lz0ymowoA~INU}wGL}C^N3^F@MNXhWXr`Q$G zMl^MEFPSAUh6=Jtz<8kOfir(VJO!9^CWo0qwD=mDzb2kbJW?G4Swtey>bRs)* z5g<7%1s+*kjm~Exfq+>|!j`w{dK=&NJgmyaH9v7SJ=dhpR;tx2VY-pi#vLhqN~DsN=K| zw|Ya?ygz;r&+|c6$uH3_F$*cwQu&ai1GDMJ@l9S!fyz_jmmhQJlP`*Ec8&HiEzQhc zX>8>O#QoFUztOrf$0wxiRFbC;V0%`xSjR8KfPf~czVI&+TwsAg=n*U#9`Y{GgVz*F z1PPK^X?_=f+Dy0h0>+KGU-N*RK-^+USvVsv=b1hTo2QD=RF4DLDsRD#4nV%zo9Y8= zDXdr$ay>V?Jwk3dP>H9$?0YZ3|1j&pC|0lHNKpUP6?ON3e^n9KUf?DuFV?qjTHV(0 z!5QbUlBzKG=hWVjhkqGo1YEnYksA){zmEV2lL!Oqdhi^<@1gr*%mL)zX8_cb_;{GS z$MqXZDD}eUyzJxMEwAbS!Rv*B|D+apFC5T6ehbf-0H{9tcm4mU8Um`Syf3W#%?El^pi;NfL>k$|Lr63j0X^-yi^X z(#op{@6XK&E&)wO6#kD8D9{k`Pn5>j9h?R}Cw|ZGVIjSME(b_c_Iqo>PR`B{Ad|85 z@Owlo5(akU!QrG8T;8Go)dE!iRSd$yB&dzPivo>!d68CLZa8X691V3?CDjdo`l7R$ zE6dA~Q3dP-GksrfrPN~mN>&A9M2UTZ!2iIngJ9mcz1**EcEO!UYHH&1{+0E^%%Fj4 z)@IjrWw)*1j?IB{#Jj3Id~SB%eyC5CDEBanC38ZhlX=ecw-!K#U@yvmMJpUwj06bXn$3SZ7(xTka<5vvgrPhi zgf!1^F*5i3s%!CM@?~K_t?jS$Hp?^qgWt2(`d{;)T2M3achmv3rz9x$g9uyXC`!F@ zr9VeK%3qFdld2JUJB0a#(rG5UtPL$n{3FCkIZ~1n1X`LGbW7btUGhEB1CWvj3^t*q z`5(WNPOvgx{}BUgW@#yEb3%TnZTt=xxy?Trw4=041o-C2e@`^WD~yE>mGznq<;~;^ zfn3)}FH>5t9d(S2cR)@OTn?XG5e#fiZtwIh`yM^Eo8Y#wvOn;!xjJd^VzWoZG9xTA zm&5hhPwkZar`|+Mt@GA`xXizvNhL( z1=O-PzZ*<>!H^%TVPI@?qzYh@O}M2;{8Bc@#J&ynSmc)xn!0@PyMZ!a{sIk8BY(Ht z9YTqY#$grY$HRsU4@pA`?>BFRKS5=D96TVGd>e`)VvSoHYUa0*ySfoh#i74HRUk}U z>$Lxc@4SZ+P^CG7RLP9HkvSE|@6~TsZ#WUMDG{dI~4`f{6kMu zzgkko1RDHt+f&tvxNejaK0(x7D>%Z>(PYA%lfesBeiN_oJdA%P=<3D2by+tXfj0Hc z3l3c7?dT^h*&v%I;4^VeCq{@zct{tw4WD0^-AR7=12a6D(G$oFjG?T@32-E;*?)H> zREQd6Gp2)UsJIqwfPCTh2~r~shI!PzTydgTo9?$R#%yLFOeox3wUHXpXeM=zX1%2YI2fB!OF&$Ihz=%-p z>h*uMWWq^3Y!HPmh@f|XwCj%;{N+uZCLAHJ)Y~5yuZeZdNCqB>M~FWlahr71wMJO{yD3wJPF(NV0 zFkaJJlwYO1*>%3ZQo|YSn*x_KBfQ-Ae-tAOD6rD~lgTTjNZ+713vj}z$`Q;b96Z1; z3AjS8G^XFGz4~wS`QW@|&v$e)-F|OFoe<^yx9)k=?`LGkH3qX}5_c>)Pki#MWo00@6^MVXd1eBqjV>^9S7Gdu(WzN6J;35Rliv(9Y3f3?939fgpOYa}mT-m2uA@q3R%9~cFTgTvbZFVAcw zfme#s=&qHvPsaa>FhtCj%(C>R5BA-vE*x9W*SWm_Z?CiJi*@^Y;`n4TdPQ1iAR2E5 zZBe_V+w&ztj|F=W*5gLCaLcyMb;qw&>k}2p_rJW$-ol>7eoGYm%y7TT~k^q>K2EVgQpLm->m&&o1VGF?Ef zLVNp`^=Q-3zyRpyWe=dkNr|IA*S0{Y6LLyS5qs%Z)XQ66@C%{1#15|SdfK;x5j63qX_+T^hK7n&!cSXt4GDzW(qeh1U@;b zSr;N5>=O6LEwbMGii332LUYTQ-}a-~Z7YNf=6(G4=r(M@@{f05G1c}#U0b*6BZZ$e zVS)3W-Lo*nR##;4GEt%EytT%oy%3?sPA&4I{1spYT_SHqe=(Wa^BafLkQ|ea0Iv88 zJc;;3tP5I+g>o(15~z25Uj^dBJ)eK_5IuBSldC+M$KE<5+31OBJ=T#xM9mnVxjr~Q z31etFIip@YW2EPmDEVYzvHpD@I4MT&(c+r5K7Hph8kdk|Aw$X!Abt<5%U)(D2>&7& zOJX-io$DITm2?BBdZFZv4{RM!|0-6lke(4O)C;k>{!4~$Ke`-*DyTz7Y|=WJ1ZdXG zww!(B1u1Snzgq*kWvxCn>Xjytv>ew>GQRoqF>up50n-)k@(x>Ryq8`SvIMu_j=^Fn zk5X{fSx{1}f641j!YuZ(E%W#`hm>*O`X>cx&u>4e1)@R!%$A!bNqV1^MM}HvQ2|n3 z^oMm>4Q-Z!`Ync_gm(qtfY+CLebVX~t(3PSmi-r6uvKr-X?wC9f7qdTj`!$`c984| zX08!={u3q+T`T=`&)|7+dBadrf~>JcnOvLx>U&|Z7S;n+M?ANv?J zDD|Q)JO-JQFP2&n*Gp1}3qSvxvy4>n^9<}XBZ9hdS+d=b$G#mMXnh_mpXf$|PL-7N zT&ZO|hDs}Lep{6}QTCbA*&Ag4bi9QaMh{u(Kb}spNz2`NhD0oG@icdCA-1p``eId` z`k>ePgN}*{Uz0_QO-eH~?jELEW^SDNma6MC{7U7MoVDZ$I_6quk=w%-AXZy>#vI}G zm1{%GO*Y*0T%uAqaR-;+^XaU5yy9(g8v~wwcmsW{&%xhzA=pOa?S;N-Bo6 z-CTpTIJ(Ox%2Z#cmWK3d`d$HShL`|&(JOPbCn9)}&(mzO?S303MdBN~>FdLR1|TWV zbwF$B_Z>?VSeeUhlhcVdWh~^}Y^e875GA^KW}@}*cWbN=b0PB7={0)+tiNIBx#VQ$ zpzkPn`_?j)C*^IKv-S6q=&O|piU=Ro^MR-us5uZ@3)3vl_{yLE?CW2(=A^!Ix@fNp zgZ{jWYP9>~h=fL(bRifW4W~CQSuX>s##x6ii!GfPQuRHb+3Y+4YSLu*j1Svq_}28y z$+UW&X+wx;Uw2OyII29DiyP?n(o_#`Q#;AaGkgE1OsPZXu2EM4+1!?z@WZ5X;R^`m z{w%308l2nsG)0oAkmWGcez9rYMPvUdACQr}+%KI-E@JoJeiZ}#Qj*QdA0h>^T(r?+ zV2tNomkK}(Cg}{n8+>`F`GUan4Ag24bzjl6%-Wng5;9wAB`kN>miU*&5r|^K%7ti`00aQF0K8V9sM7}zt;8w2}6jMR52 z-~-S)*ALeDZEBEHCjKJIAm18vu4=vO2bgAE-swZ#K`kzeuP`4B<;)HWrXUlVEczkC zuhB2#mtIlje%cXD&1|wMpK0~FiTxOo`}jj8s4BL6oXp2|p>)dvSTM2^`R!R`^l}#? z38x~<=WGV&6H9w;iN~v3yY{lO4Yk{S$ho6@p5Ic9*PDu-J3Xuhm*t@g_AP=ovysxi z?LXL{aEp?xN0IOkZ)7s>koG&SzyISRRQ`-P{X+?>hB@Kr=TeTn)bG8wEOp9owh*34 zZHy~B`ubokUHqU%hlZMHcPZB~r@Q7%zJ`&(Zi2>3M+N-?#Gc^npWdULt%LR7YO?9C zHe%JE0m-Xko?dc_yk9u+-PMC`WM^ZdjPX!Ze4Tw;hUf&$C4&Av2Fz+;FE@M6)*>N4 z5Wu|WJCGKWbm-2Gm;z|3h~Ad=CN7+!R@%xTIu*&CU)l>aomv4Lee#1n6{Zrn%Jl(;EGoEE5!gh*gvGu*SI}KNR zXmhuZPFp-PKb4P6Z0$8SjLtK#IwU^SuMW)u9miwHyoPFjFg|PqZgN?ZRdOE|{!UM% z7fAwJd{TmNCuZ2I99q{5G>utB!G5Iq3{;_7D?@C*elsT3>k-*ph_#LK;uaVNDI|}E z*%GAMPwtY7332XNCO!%m-$%@1e9!D7Yk0t==#?(Gng^TaLbKZZ3vR6bLp zt!Bt}o&vAjbRwid$LQnlCBi_BK$F9>fQltMcwgj5lf8f0LgPiN|1MW?rKjdW|B2nK z?)DP2VaR*WEY%&cY+=8a#cTka8mEHITi08C@$W{|d=S7P>R3Bcy3Fh4Xpg z_J+sID9HC}4JiPZSRE3=jOxP4MWrLSt|~#RC4p}ZDX+5O|T{s5;8y-=-A|z1R$}DB6!?gV2 z`Z}8k3zO-|J9HEuX)N47R;Hz?ZJ8}YKbQ!zweBn{v-RG>vmb+w5Hr@E$JY(;>>h?x z5K@*mAH{VHNE32YcC>o^)`jkfAD5~-hyypLZiV*3xsH=)wGY~zLeP?5hK2MKCsqxI zh*850Qug#WV+?R?%(Pdnku34epYQ~tLfmFivW_0~gvBzQNZPmlzmWwc!&{{uVNBfw zslkqn=kaiihcpRKqQ}`970Sfjl|$u#CUNE+LVoKu3VK#?Ibu+Y*{{i8z8ASw;<=#f z*2%jZwR~oW@M<=I8#W>QP9TZ-Xi{N+;KF^`ufw~;C!$93^!1kKt0s~`HlKQfQe8ngL zVp}PPFaDQE3qSY;1$!vYB4Q@>0-f`b6+MM5*lL-#Ey@(InR@ILkAnkd)$dsMLn(cnV*lL~490k!WLGea88?0Cv$$PI+Rb)17m_ z(ouDZMnnDO#ph8faF}A-TkBrIvho(erA)`T(4oD~sl}y)N%gmPUxiJ`Ah?P z9&$5tC5@>?GUq> z?el;kamIYH(ExEmSkHcULOg@}1vzKP)!mQm8E+MK8?>&Ea!f+s4eQ6t$V6Z-G*lQR zCsVBBVBlwICg&Lq58oaT2@xBLy0B$9@!M&hgI?qfDO4^!hyRH*l|^a399gCbT{xQ6C(+9uV|V z>E{1Bt6;0xgmSF%JtFKE=gvGXt?o%myik6Pl1}zqyQc^D#cSK9F1R}Ui1|dzV{9;6 zCBvTTsNDHluWtf$iKdrCGjTFzFlor$N`SNSlYO$Tn;5^iZeh-ZOv5AJV|Z6~?cZ65 zc2D?+3-gFnt&s_9bCVdtsbG#`Opkw-Ur_PvU595vJ;|j#4`gm}w|d<3cfG(7+qsdM zW0tO$9+9%Q5>@Yxr=ao0GGfhbsg}&TlBMK5i+{^Qsk!u2RwyIBj z-3A|zr9{ap2S+79mJ8}%xEEZXLOcsaQwZrSCk14SQp>g4v)3QKGhNO}enU?N|E&II ze;_iXkdh|Sn!s@-Pc*|<#FdVsL$`;igU=*}+3n&E_G5;R^z5?~W+u#s44ehc?9z;y z+U${O{oG=3;TU9-^dY0CUZf5&LkfwG49sOZ$8^APFqv^acMo9uF;IDxCfH@xTc8KSCNM+FB5$|M71TE-}~n$ikjX9Ma$S%zcY5F^RsV1jnuG_P^4&7x^gpDR@3`ZtujBqIkqH z+VCBmglYdrFJX-K3h11f{{ENVL-*XygL z4G~v1U4J0uuLlU)l{WCm!3t)kYav@g)hrgLaPM30}Cmp+GlhA|q zR0`0LB`+w<7<$(1g?L!hJ2)^}&g=Flhk7Q-W}G)htQ#X0T|Yi>T=`Jror{ApD5?r6 zc|DX!PlIpK!yRm}T!vJe|3jK$y_;pn5t+6pQW-m3mcg?1me+!#nyaNPjcdY%c$cRI z5m|`0CDsf7#n_xtBm>xeUme?>tDN;cr1Z_odVEJcT29h2zgsZlCqDzSZmhSpJwgk{ zS93hxR~OoZvfaANj&}|F6CyfL0v&~iso|S|NIoZHy&J4g9V6;e;&ONy6JlM26iad# zGB1y!g$f1PkBkgvDgEF!TXrZ{DFM{0Yc7$K{V?vw^=O_nF~6^k3>mM+XG@Vw${R^- zU50ycr&dY?{l8P6x_HWvS#8Eda^)jXRy+Ip`F(Q3GyXCUh3H#o9dplu{R%+l7D!|K z#y8L;v4bB{8N%tgL1kXAW%KmH(*Hb*lJ;09X}c6E;vyOu+$J|{^E#csEW3cDJkK%V z!{t}=0S#VE>C@%&S7zDlP+Opqd#g@4pQiD5D>%Or9YWhgR&l1neZTv7>H8I|OB%|5 zoU5|Kk`1Uh#_=;r41{Ze2@kw~?FrsrmLQgxB~TE}wlrn6G!d_h|3l+WlA4{aEvX39 z1TS|ZisXwK+BF%e9jR$9WL1@16pmV;PXJGB%UmClMo} zegkaY;lu0kG7`b}b4MpD&d_?{`*izrev7Hc2a9-K65Pzl1+}_%XiVjpch6i8FK58_ zenx4y_NH29UHGCsiTOk&L?svM9sF|U-a!-J<-_bA!#kx{EEblt#*|h1IVr^SH#urt z)`~z)49CFjWSwNUNYwU;x|)eJ56 zvgS>Sshxzl#>~0z^%a=;MqTIBbOP;YLRXx{gkGbM1 zx3J}{PHtSFi+fKJcPN~<#SQMa=o{r)>Ek7Q^}v4N`EWg{uU3R`!JKJg)1sO=HP_M7 zE;rLtk|6H7q2heYn{|P~jiLHom1!7UE?mWYywX;H>*qZvkCRO~tiJxsX^=+0>7IH3 zz`y;j$Wh$+K#!55hOW?9iwvenhrvarE&T_G%{dT)D=#mi?sOyi@a=sGt{w8U#5ty0hSCu^sqy zdDJOtuO?uLbO_#!SpM)`c&A>9hlavNe+_5&@w{I(KX z;U{x_QIRYAB3(1w)WhzJJ?H21iuDL@kRzhDt{wm(71%I+N!g^|Op;fX zm=}D_XloFI2&IGm1%+BxyZ86(8nHVFzF%EPY*#Uq*M3+ptO86@ahwqJ?lFOt@8V4L zFYwOeaTjit9dJr!p$<5i{X0*8_SgU;y9Wqvq z#tmqAdF(yDQ+op%rIkA$ON{WSoOG!(`KWT>39}!%t5JLTI8w61x*t0DfAsLo%A$U$ z0tK}RkB7*w;Nd%Zl4c2#4lw2ELxQ9cy8ZsJ#N=F8me<#2V_y z;-(V&LWvnsDycj9@j`c2A(k?91P+zzhAizj`K%}|!ZUCAsIsJr9WWha@PEa4F5M&l zb~BQYH;g;6E2D;y43?*Mpon1U$Gifj4pt}Rl!%VOBc&E8@L_@rAVFT08TelR{RiM* zq{rFXvp$`z<)4pCtIi?q#QjB`zRR=3$P zZFfkEqGAp;5vN4|&QOR?(6G*CG%`CPt8Em_gO}-gCzwSKX^I2+ZH!##bqW-lR z5euCpPR~_)R!$?eiJu+|&%Y?xI7wRk;A6O4E3r9Ix&%Ewp|3CGKjaP&uy3Ha!A)$U z*UK~*O!Q%LYi8Dfy+vpy%D2z*S}dop=h%?;1`ss(EWA zq56S)`kNPx0#=7pdF}H@GVHB1dgc=^Cpwe<22uhK>3u!}EDw0FYET7)w9R{tweZldu;{fF1q{e#^mbQG-QVRNB{+VQ|y{I?BDQ>G0iXWA8hndn(T5K~&_w%If)lc{cnM|RI_@pQ zR#QW8{a--3SM#6NcCyK4LrT>ER! zBU6$>)6#uscTvdiw5A@v)f>qvKh4eP3HqJ3*tFiJ=skMB@$Ah%Icl~R=kSQrrMh>J zGcgY1ozbZuQBQdvE^kF2<&DH86HO7ns~nffX4@+F)K@qcjM2v9%i-b7IOW62}$Bw?wyM_HnXwqtdai6D++p8Udr`eo7Denvqd#j8T z5B)P;G+rfV+EWLxnmaDXeSI^+Vre3PE#f$Nx58rA@jbTIwd$k2#VhucIK z9Gzm>lZlRB09#UKdG4!#&1ftZO@bl))wXC87sk|Ap-dsGWY`1mt| zx&0ly^v#@0+l24r!_pp4foa24!GeMjm8c$$5?B=r#PwtZRJZsP@wW&-%qO)MHyoqdEhAm0C5y7 zTA-16WJyz)8qO@<3uhX28lv(~raReqAvAfXW?b2sAd8UQKXx8M>O5O<+v=IQSH8K3 zmOh1~VxM~TWNW1GbYuS;V7FVw$b5Kzv$oeIrni6%yyZ>(?OkqLbjZn@pWwOMi(jxF z0~4mtpIA0A^#ySuq4d|FI^PV6IF;-@ClJ(iz7+pnd%OL)QWF-8R1X(((r%RKUuRAE z%Hm3S$7e1E=Im2>=$dEv+U~m&al_F{*2N>OL5;Qi2P?N0Rj8(aO|(5x_&^Wd0T;aYAn+R@8py#;&{sPU4*4&&mUIBD-RM zkXF#Uog;E5CHcaDz&kNQkhQCpyN^8wtNnT8!anWt`+gUHMvGN#S^YTqiQ9`@)gmd6 zrZx$vL_h9cC##_I1@EG?`K7A)$iqbE!#gtfsO}H8@mp8}hS>^S-x9|_Lk0GoF=wte9K;v(WWXRfdw&+fo`v2q&{nb z=`FfAN}H}Aq6IAfw(S)SI^5d`k#}wP!<|;{S>Oq+ef;V_#TgWjw#j=32niM(fnU=X zP6a;=sB%l0{(0`tzpfYN$*RH7u$JC?{4Q_O#fBO8j(jbu<0k013iG_Oc*I#}3tSm( z7e0SBA}ig245w#H)-03z=rHA&UtsZ%oXU78uuzw^(TAWQRVSV z>%-#Qvd^FS%Ja(KRWXllsTs;!#uvgo^SC0v701QUr*-ppQ^w%k31=F3T3i*H4za!C zldLAW!~8UR5Q>b6of2>=Z(Z zR;s7jVP(^n&c*ovaf|QJJ>e@EQV@FTUi^)_>!!Vtp0I4s3WK=XWx4(6P`m`SbWc(0 z-|Jp~%+rE2*go{S82ZdH0)J-*?AGqv_L-)Q{fW9iVb-k1qR8g2!vp ztH#}Yh!yFY2D#I5s}ywQD*-qQlHY#iIF!mKwFEa{{imQXS$ z#B2NcfbtI1*X>6(3a4r|S>Ug5woy6rom4aLkr89{4gP10OiazwY^ogM(~e>XGxA1@ zAa0@-?iL3t9|Ath*kn4d)EWRm1hh`-+&YJ7dp?2u{xwD&)$*=zp~GhdBr014{ardH zJyHwdQ}5o$tW>U?w~Tzg@n{eN{)en*Gi7vEPw}{V&OP6|2ECmr$m$$Sd)8>5Zn$dV(`X!l{>A375JL26pZsT^hd&n`GQBOs(3mwjqUx;TZ8kZ;qWeqK##ud2jV7 zt(oc8XUuSWxWuShR7xtaXZ4gtGDkXOCA$O^;35@MTu{|6L$FH)E=k=IA{K9g2C*EB41z3S9Pw z$=4s7M5c?iV+x^+KG#U`;5Dt!p-o%9FEV8H?1J{7uZhBldEY#ZUv@KlodGV@RDEI7ms%oY9(hL&qy zA={gpvZ%jAr!>rE&PW!Is_Xq}vg%cMZU;}>@u}kHH3sy$v(7RYzeV+Ov#u^NR%8B4 zMmryCR(Wga=iNla5+|n2A==Nr<>gv9NMnqlz8cR02g-qmkj+bdR#b(+~9WbQRid zI12@|EdN_I@EdocM-TX=Dm}u)2Y;?iJ-?${a%^?uvoZ5$xN64PnTO|JuYYsge1gRB zkBAkLA9p(Fx$IJg)=Y3A&j4P;hfUhnlKa-mR%I|FkCjf}Q9M&DxJ?m!Uwu4Q===INuEQ2b#SpK5Oo&;S`Anw^O7M_$c?~CFZPfN_Myc?24Nf zgHXvl6@BR8i|*R;In37#EJaFPCXKUYW}Wm|vilxuFT$(&{&e!arb9M29TmOQH})`; zx)E_E;i)k|=FB)OQ@H_a#r6bhAyD_4Td+Be(Bv2X5T)cftzQG>wRaM%^P9wY1?hFQ zFtSUIYIb|P-Z7>2->rNG^sQzsNY3!r&I_~#?fN+uwccUF{&?FD>@~$_v06y#TRsRa zj*oEOs^HTYn1$fhfiDiEbf)bX(nJDqX@}1Qx4h`R8`HS^n+<7uVas8X>jm|L-oL8d zQL3%yCGRsET|BT6tWs^(V${GQPouni;=HXT_el4iivJm2X1yOH-6nlpr=Qj4unwqf*dwy5lYX0!_t64|)yCMopt8{)78^AG=>fV+{ zZGk08H#aR5bowF=95@we(||%Y-OZ&<6USCD6~b^|Wk4)m=C=U)HNK?dV5-AynG!-A6BXjd zr+e3-AxJhNzi~+Q>*VhKcZbU>Ql7HZB+(tsumzVjk(pk^au$8-i&s2u3I>wn#p5CW^?^apjBdA?zVCLPyy!eCu z<�{)++!tT~biqx6{Z|etT1kFC>la@`=bvy1l-vT$y!NSep-9mQ=_m%u#U?oQF#6 zlR_cD+4)EdQ~cm4JDgjRQFrncMQ{u4IfHr|><`)?ZAo>K_aXQ=t1?uSyf^eE^~d7X zWyMz?Tb&*XiQ&PrtVU0VKcqhT2}=rHDRy=hiK<3B!dHl6^P(y#p~SS5B?2`defz_rbLtH& z-rcn298sfoWse>zznj4A&A024K0pt=*NcJ9Zsm;@xE*+3>8vD)^cigja{O{q@9R^< z5NNOQo}qyU^?6ObGkslrbEz~x?-_|(rSC%VppP%B(&Df+N8T69A*ulrpr>YIf!Ay% zO|_Kj?W7oY^UW5@aMv*{5Ec++B~m-8X6d_D)~%KK8>V}8>RD@#;h-8a-QeLDW=jVZ z`VLhls`!jy(iwLJF_ngy+3|s^m2E9KXwr5e`Qo>fFf|saw&|da)Gd3VzBL;(FvE`s^4&YdwNKziLV4ZlZC}fqnI(G; z-WRd<^%OUYkLk>MI^bM>e(GCv$LK|8#QA|8wrl&bL{orgEqR6GN3*hLDU{kes5+h% zQa=4bCw~jZ?2eT9eO7Djr{_mowZ@#>Xu>CB3i?EYdhzQRZXe|$;oJvOBUM)BW#Uc5 zO}^4or6k{J!TyIXEb2znq|;K>NxIQ&A0hPOg#=3V;X*>0?~v44$zhakQ$V=o z0V}(cq4-S~B-^%U7#}ked^ND!DDnQba`>3adUG^O$1_?)|x< zy;0GUk@5j!^ElIX?SheD5ET}XoV@Yi$mrG$5PBEvu-!DJJi+}y6x7gfch5}r3Q<*> zIrown^_eeB^OlnFW)Vvf(W2FOf45=No9X7L`*q|h4f)}ykNDRhKWoo$Q~~kp$ow*= zq2kHO*Se#2)A1d?JW6RM+>dHngDGyt!EM{{0x4OA_Y^-5_g4i$A35l;45!!2Cf-M%vA zMdU}`=7k*@J!b;%Ds?BI0;ywADXl=^3BuZNhM`on>z|GNXd$wXS8x(~CJyI*>Pbrh z)7k>lDVIhPL#XR;~L)uxinYw-s($--z zpjM-9{)RAWJx~KK=u%n2ZQ%|BK_j))ohR+p?v>|a{>~LY!C&PUPY2f|L>#d|x3!!1 zsXVHJ$|1B+?%JVkU^a518#>&bXR@j#+?Gtv47@d39>_TJV1_)SwqiQBVZ3JkZf_4B zOyFS4*=(szn`lJ3@r__wHpL9@Dsb?gHH@VXoZ1?eJ>GOTT$a_CY%`R0J2$Us_2dY{ zcIC3=Ltg(jB)Nk6=U0T>E9unl5u2(X3m5hYYr1fDVns{X#1+XrpI53#u-zJ|a{6f@ zD3F=lpOpfrJx1ED8B<$Y8xCAsWm2uZrW+Oq-dXlo>3}YOJoVP$jqDeV-H$0NLoAC` zTt2-GkjCrw#9o_pnY!gKD}k70Vl&3`Esvjt7Ob`1el+u|L`A+RjS8*bfkfq4(k*Q4 z#e@=fQ9&Ll`7XJswlJ6M9qSf>OIv?|rb-v){RYse(g-wjkh)RmAb*raIUTQy2cbhT zn3i%!YlRZH)bP05pK336Cy}_`1JRKD3+PL{82d zZB^t9J%J5nR+cq-l*1!zlra`V9#uF*-BLwbq(dr#*nMR?6p==_rR?K5@~7eCa?IqqA%ZmmzR7UI3s zxuRxW(AE_Ys~eJ6x8!$QAZ4)O_3>}@;QNTkJydQ@RknVOn6-7D^YD1I_b7nXa~0LI zOnG3rSF_(l!5LPawJ+KPoU~qsJthjN@)}yn!Ki6h3*u`NuHY+b-deNeUGGdGAq$Iv zPemh3aUG(?Bj6}CeTR@-GR765^c&^kE+=5yn~i!GpS|jSUGFKle8{?lAS9o;PD=|V zs{{YJ^Hpom*Hk7TIG$&5B+I zQuwDKGj@VKseEB3$L7x+yA&%^?}Uy_{dE{)j>R1C`+~k2yNP(?VvQ9jMLoGMY*G(Y ziJOcS1GDsy2Da7IaE?hrmc&f>X8FQZ$5;Ju2JcO%bCDCSp}@<2+r@`X?diV#VtPe_zYN4dy&9Iikh~dzGM)R!9b5s=c@3S5Cc}0hTKD&&!eyeZ0`KS^F{c-z-^M z95>WhY@MQfL3wy{jSrqsB}0_QUab}8Cc+>F5zh~JOzzfC=Wl*9-2*5QfU=UEPx9BQ zC#1MJp#EuuCcDu(zq2h2TBz6lNt;!u*P_l5mCloM=UQaXH*)u7;I_{wqCA#!9d>w1Xf&6``L zl%%(K9CkoFTaX{{U+e!p^D;ncKl<|b9W6(5EX^6Qi}MKg9TCrO>TD_(=nM(@p1xS0 zOE=ogx@FkKpzhvac~bdZ1C~?B2myF|rb|z?+%etMM%OX@SMu-7CLDvX5$yE2SbWwpClZCM_6C2*ejBDKj-@nd(-7pe8OBj}+ znNIlgPXFK9tudv~GjW2K=g#ipX3h;9skW|6_Nlw1NsuGp?Uv{;%+(gd+;bnCc@>Z;{@ zrUi8U18MDZ9>1LW^2b}#^k?ZN8f<718oqy;tPnD8&xcg!8Vx*|I!w-gmUtD&((dY1 z5_mP|Ch=S+fhaLsI8Nw8ExDYEFnFmXDs~FD((&%Ve6AG&*>1%<-F+DMdg`)adg?T726q3RsJ7Ob6yU z@euxiBD7MKpUI(^4H_<A#% ziZ29^Sd5ic(j!hwDxS8db3Xw%NZm@W^zq|z)mFYvcMbslgB%=e*&Fg%Ip>+Z{|%Vp zl@K|HUxVK<-=&l3HRbZpTs#QY#i-0)j_NU8q#^&kwt z19c28=o))yx_C3ExeuwtBhHX8GA_b3$Hor+2%3*ClW%-yoKq0C@akFiQewhW^TYMT z6N$rb3FaN;R>oze-yL>lozjZ9dCgu=6&njdi0c7@)(89CKaXbll`Wg3{#)@Lr`nsN z(Z(_tE`Bs4Di^{W+#-Ebcw^!zQah&=HT!q+W6ApHQPt-b8RdinHUiVH0!WG;?$7># z6FiOjOeb(bft&DK-^L(%_?ae4R{~gTz{eCN6}60434Vd|sxsfW`h0o8>7_3*P|I`E z6}Jpv%h0sx{l0w3v4L)HA{u`TC!*q>0c8gM_A2c7JN& z&#Bzh{g`I2*-z|cfKxcK2q5us9>kl<-=DbtZ)L*5a=UkgAiP7ts}xEw_? z{k-B5qNHg>azALk@vA0E1=Qec4c#T01kL@`ZBcC<$u5c;AM@6WzI4?ErWb%^s5Q8% zT=`1u$S8BEYr^P5)RSSDSs@E(lD;GP{CD4`oT6jhha#p1KT!^MLc#YEUz*FWIZ|5u zcLB*V`5>SAsB6p2z|DAZ!pwJ{sU_3nF^QhHd~0c37F%*X`}|l3@y}N|Ba_RP-ChX% zGdYHg%zEs?4Ps&X+p25MHp_LvB^eW2^CFB3SKJvMvxy+x1aMsI1HPPRl!dv`5Dygz z4!F^{>Qv&ak^4!Ms=80lkkVmh6su2uTz9EQ`tXq76U!e*`5@Ekq&}2>D!xpEs3x`H zQCjA31y9OkD#?46H^N)lUEbC?FZd;$@J^HlbTaODUu2hTA=)#~ zR?vdiY3V-C{Oce)3yH?m^Aq5xu`5HAsMu@h^>?>*(S+st&zri(?4>OP9QKunADDJVv48p>liK8i3!L<*M}9emCQE0>p_ImKgFPy+GTh(mq)rI_B!*_ky?`w8eYliRbx~=WE_Gv7iAY zLDMNDH5p+=l2V*ISLWN45&Wy6*Zi_BV+x8G!EEX=EKfn;GxgviJFH)nCe=yoeojOa zTp+}u0mj8!lef<#&m+;XIdSD2YuhS6%S39TM-F8^0{v2y6L%FJVv7V+Ig{qcl#TB$ zTfIso1uHg3od4qjxaBxm_VJIGs6IKm>>EVMOT`kpO2oO*XM3vYN)|fXolFJ6O_k*gZ9EO~N>^4NeVEjhwXRbeA__1fOk@7(gU*jlp)P@Pf1+ zxVRHW=4X(sUpo1Uy&|x6aA6!~UfPqR9}-cxf@W^KW?kC)9${Ca*}x9{*~2tHXIOn_ zVF;}hPmMMu?s1e}lNLUY@ z0x{)Sdb!4kZrki))l=ol^|4Qb`FIKsFqW@+7KJFdpM*sRJ5y9ly$?5qGtOzpbxyOm zt1X+EER&5?9D4b*jy5->ZaB9p&iA^V?IY7e^oUOB=jiXmgFp@?Yd%fA3OBnqeQbSOcd1$m)A>1DVOg3_8WQn(Z6C;ljo`@vEPjr=Dwe| zdSUVonaFP+dNlhm3(OH=s!?g%6T2Q^*Nt8ws|#@|xl(EB8Ks)&{$&ciz$3~{e*TOA zbda|i>gnRU4%3!oR8yhL1(Ju1(2kT}@!@t%Y{sNdp8BnOR)qYq&3@{ECJ{uhQsb9M zb@TmcG}uX5)rz})@atlbV?l1$S9kVemwVb$|F!t&S!2+wMh$1CUm6-7M2?lkr+3;`l#+q_ON6?C9CC!-0&68Z-YDO|j6Vt5))~MDW{*fJL7-WlZn{T}}FTE1D)6lkcql7d2~Aej0>8?tatpK8_lx_!Lw ziGjq|BTRHeZgv6$L-WM7J5$uO+GUuvn(HK9yB}%CMsH`>cm3= z1yQU22$ffacR_+7GZN`7QJpY*%Zu^8(e3Y28ZO(HjZb@(S@^*G&bAs>rz<;;`s?}8 zrdE?+)2Z^+>^F3xbX3DX3rXdhOgunA^Oasw-zOh_JF8VsLN^CnWt0a&Tx(-zhx}Yl z5N_YoNu3;EmDreo*mbHOsNXraF!dhIDb(o&K{-#fva*6 z?NRq$>!w%35~)zrXyqdR4%y{a$>Ap2s|}B+tPAh){dHy9sjhJwP97p@p6TiRP*Z4B zDMS8ZbGYaXn@Nfbo3Ma~jxISJ=>t(_(2%jgw_w|96)V8F5&Y^|ua5+(W&ByStm<9k zs*dBS58Ro^;{{uQdHlMlgZ5+i`Jp;8W3fYNyar#IHl8HqeFVaRIXiDVJiAO|RZ1ar z^|rb)AtA!VLu`*^IqjQ<(b*^~8^IXizB^oYY4p74h3U~Rp_+~#I+Z7T-=?cZm#`^1 zRw?JL$n6;VW|EOQb$J|5?^{4?dXfd20)j1h_S#E-t)c)MKpale(cwpLn|G0(F{8XA zt%pGia-Sg_An-;-)Q+D>19>opyLV~t3#`YO=v(U5ug8Kr9gUZTA z@GHr)eTT7EA9Lw?MSSDKU|{ZHho6+{rM;N=49^&n zYlIdh((lm?y>Dv4%mX`{7j`k=&7f?2U@6JK;CVf@x8qK7ss?~`cd0lgoRvIk_B-D; zlF#(o@M9WCEEXIksH(u$0#`bxueiDd5=Re*%q5N*6Rj2v#v3E=$<2Gz36jm2zM3VW z;ePq<-KQgo_cLE6$h~Y0?qAPzb;|E(iJh&^pW|0kL(ShEKNh- zgg>2ChEavMOx2K_-{RGG{*YJ**1i;Z1==&dAlXZ=Ok3vwNwCBQXBepH^e_nT^Xk33 z(^@F}1AX88oI9$fwqx|c5_e&~tNLZwwaxOjvCnGF=n%Sa;b}uby7I_nidvFV!Qu3R zATF%SQRNN>WUO!-`9emfLcOQahIrIfpSmlD(KgEwZnx(i@#Bo`)vRtn+yXoFNbbzm zJE;#o+owxEGVvoV4(f=z!MO0#!;OFl#Zlg+{Vd(?T!ew*%NuIbp#MYMTgFAzePP4W z3IZb1B_f^D4T=g#cZa~x-JKHBAzdO!cQ*_OLwDEE4MX?9d+@&R=ly?qzP|5#8h$gw z*=L`%*S^-ZuC;cIi-8Z7Ckarl9&2v6@30-p>n-2V{gGkWkw;u;=%Ya0Ntc42P~#Kn zX)QlEFJ@cq)liG1cKj6{sn~FJWEVf`Wnl*P3o-GS>z=lE*l5?-yu5RZ-khBAd{Hn1 z=#o`&(mJ?R9}n|bx6IKc5<}t(WqimrLUd@?bE++2qFP;9wI6x%QJKY$+ndZbG9c*KO(Hw zy{8`Z1R_eTs%yB$Y+sxgVTG;>Kt=NEvZk$A>l{ z2d)5*2UkrPN^AJ;S_r_TQ86toj#RbMtar!Gn?{Zf2_)u}W!1=GML({wCmfU~4~nMC zgPO%Nb5}62tx9CM%WB6(-^4*uJqbF*zzPlIYN^595OR>i54}aQcnecYtIqNIpx{Em zw?i#0w|NJS8ax6p@i940YtWtoV{&pq5LS>Lp%y7-7K>una^8MTiB4Trb|@PWR-~}{=%P~eb*~8}-7C_=Y{<%L z5g`}DQpBxqt*ZXjQY};&#W8L-M*7EJaoBOntSZ=sVeVN9((BU;6||kTi=qQX`WeAfnhd_;ak}Y9(Udw zltt1253OM|MPE}v6p_AfI#HE{E3S#R3Y~_5mfl6_Yueo^YRKr>seAFf!*-N$6<(}3 zaw<6e7M|y&D+&UbNj=pXd^huW_rvo?&BvValL{9{f9B~~h=)fbT%v1DF(XriIJu`P z3v&0mzvdF1CUI6Ls9*~RHx0V9>Ksc8BsAGTKJZMZcpqX~%-ki|_|SP*sFNKs71V0{VSyi{F4DaT-zl?S&Z#BTq;Kq)K68Z?Tcynqk71at0<_p-f zeyr^nioSNi$3m|1 z?YaLp!)!6lE6KujMBN!EV(F$ow;jpLX||sjp(#^(?EBm@iP64@h$`QPo`aEz(KK<; z18dKO+e9{-Nqjf@8&mvf$^YN+12 zEhl}J7ci(?t)Zk5iOnrDW@c)y7PiblX+tzQ1A5H(?jJ_Y68n1rC43 z>^N>~xNMV`%_~bnVnLqRs{Y}kGT!sjWlMfyuBXre>3tyV?gp~J2B-Xz$l9eKAI5qM zDSnui{`^3P2ea9DT9zd?MYc)UbcXt+EKP2jtiR!eQPxwk3~VSgM4RZwSX5BmDmj07 z*yZ58db+(o?m6Lo5vT2Zt=N}YD?g?gXjp$6k8>XpmK3zwUwt$Ytpd^PV4 z>o2%9sv?&hoWkmZAg>z2{)AYi)sB-0y&#BD`xgDq)_!Fzt-x zg($CD-jv%zT!~O9>~c@_Z|z)eB#+y+lvIO9_u|=-NH0aZtbEI)>X+NX*;l8ZrE$Jb zip7_FyAK`QZS+dJ(!}U3kjv)NRqLex$o#ibYdy#3%3QrAVJQ(fQHQuq=F}nD%PZrr zI->o#%0D8ng`v%TxQ;SD=jqbdB&Y7*Mm{i{L(O+mDnLTQzcK#56s5G;t}4xc1bpEC zGy(d*zL%Mq@4LIYPR!K)qv0?t*SIhwBycrccCX>_;otP;I&V_F+UzZyl;6|0x{4Jv z70zczFzd7J<-9-lv*q7Lk#FqNq_u77P{xFBaGa0Cd4IT8R7ZJ#^!WFfk&o-Ve7nmd zex2eo%WhUZXBb1g@jt4T6fvW^f5xdaXwhFztPzekk`bow(SK1<`CB6cYk5F%p!vxMcclz&de!yC)Z_T4p^n z(pnWDdsxFE`hG;%Om)^%3{i6&tBf~fqwMqto~M{9kLA3;1$fnMr}(mUO%@vCub1W_ zhe&9h&`UDEPPDriI(dm^7?nXD`vL>a3ntA;_m{|SAC065SpP}25K*k1Fx*O&-oB#f zYYpOyq)yva?;wS|loi=}jzw|eu>Moz2uA7C0n0YY${%PSpTHn@K6Fl#)m}l6=WF0sBlKo=qCwgrC#X=iVE5>&`fQTaBt?kH`X3IJi{)_^~6N?19aqY3srMtcH%kW-zjv&K%|| z%X+xXD>(aZvCs3#0d;*!bG-$kUtF3!?JP-X`G}Z`HQMLA#9C!Uod)zY%Q^X1JO@uH zhWuZeo~#aqCXZ`MnCWq)3W5*yb2-K5Q2P{{$z3$1>ng$9`~`g_lr6ndTKFsO1z%1T zNf_k(t#WIk$85d+d+5E^+L~Bo3qHO9w^+8e5BJM$X!Q>@i=IwLh@oiX^yJdnu59TT zLs!UVCZ7Hn!sST>OEUv*r!4FK*i7VNkwVHP&R>grkl70`qlAno=gY-eQ}l%Io(x_y zul)Q@Er6Zs!ieNsR)dh}1}_#2Uv6GE(~=nWy+?pX+w)9`fdc4X{HO`~!oN*S+LlgC z=VFxlfw@GR#3N|YSW1)l4D;v3hkqBCQfEDK@C9ss*w5>BwhbnF1igYH0Bfl$Z1QgD z664V8f^nbkYUrthol+vn?%^xbcwBUAVEuP4{hAZ!Ew23vXHt6`I72zL%9I5c)Uk z$Hx~TWotT>B}O_!VaoUF>asl=#(_=t7RB{A;sJCCPWLoj3LN0uaOB2b5a`g}S9W%{ z^FX9<(5K5Q6BP7P3iQ%u>`|@YOLJc47*p%gqMKXpI(UZsy|7Vi+%P~&_~v$hW(?v2 z3F>?&{eoEH>UE{vQW*)`r^|_2ZC$lGKI^LvmDfFJKvHmy z^#0^x{BETNY6~V(vu%Mx`9L?82MGU~LCl(IhrgKko%mI!McYcjw09SYhu%t0jF{*C zKvDhf-LRpEfE3q%1t<21N#)DYAtB+x!2nOz$Uv zh)g!xpUKZ^R-t_McXTnwKY@!$^M4k@*f|IBqQxrdl4I7!y`-XNuDO@D(@Dv-{W` z-CY-X=c7$;B&I3Y%i4RZfKSz$+O@`4nik+4;}E9Ix!sy4j01ODkg_?{ zgJ|e5Q3edgY<~Ljmqi-=omX5xAVtE?2bvsD!)fzK23(k$w-lQ`g8t(MQ}a%th)5tF z^AmCqXy{K*@I3;>h?t>}@=_X+EbV+b+E!O(bjC{eB%Z0p#0FyL>${e=;r1Tlud^rp z!B}HJe{@+d;z5!R8{sjnPai$xD3@Q=XrKbV2Be~+eVkz4oOagU&+7XGHgD)!B4xQ% zZl%e_SJyiB7qnhdc2x1IWZi%5oz|bI5D_Q2n3RjT-V(%HH62IBF`N)XE=1{tQ`?H* zX~e$J)G)@rpKD{iYhN;vOwa=h<}Kh=CH!H%9}Gs&CUUC=VJ~YE+zq`U{w!a6wJ+*!}@GE3UDv|bR)J?Mt1RJSDMeQVPkItc*Uh4#$-RU>|W1&p~0mRIa=(gCDoZ73p2I& zlFd@bb}hP~ziVJjIsdwMMtX%*KUtq5=3WH<`7&aGHZb<%{@_OB0|l zWD`;zHL-0gkSJZxDrMBZJ_Zpalv8ktb4&@6WvOv)S?Jri!0Y$pFjRubL4b`PsU#iP z56p(1HY+f3is-(enYE83wwY)iYpoV-$}8qlHgMO{FsJhck)2Fc&7AeqPbUG{KHxb}H`F}ot zM&hu&j3eUX<0E3TzesU)35S#N7AJ^hvjfho(s+-n~{+)Q)re+7bl z$s-A38~sE2`onQKY!Mi;O|fG46{x}gVb@C4Dl;*hgg7@CVC0+hDMyyTY}yg*8AY#c zHEd-lQU5bN;Q{@uZJrZ*((1N7c3?AJ7TySPsB56v!1A0!c((MYENII;R1pd4UR3g< z&Ujqaax{Y=d7Y)@Oz}UwYsYS;2ZE`8UEbNl_PMOVH>lG<%G7tEe?7y+$h)Ze-ezG( zRkh|bzsg^P$qky)!I5+r>1EJD8PfO8+W2+C<21Tk5}7IPcrCqwo?BBm$z!D3Z1tSg zLYDRY{rASmrwuf)i7sA7O z&^v3x4^vSlbydsM>=jw%P!5})a_^%Ue?%0zWe8n$PCxVJq?}}Np z7h|mU?EPZM#@{d)lPq#2Q_-1VvnbuiPslH&cp6cP%jC;8TNaj!d1KUQ^zQQJw;&M@ zIQ?C`fOW)yksTRNPetY*(!njmUo+bfMc5)tsfip0R_WEcvdJ@_%S-o$A zP4NhXUA$7s6H|ZIImT4b(tk|njqdl7=0*l6o%DC=+<&B*s~Q&WSCSLz5*N8qP%Q?I zEOyFpU45qOzC*p_b*ZEB^KU5h%;5g+THAFc5I7TEIsR*<-P-5-lf<@iqu!UL^{b)J zhHbP1#JnSq=BHb`hT!v8ed6T$7iVsyf|ZFo;0TefvgcJ z*lw$}-QbnAT%<6_KQ7dD6E3q)~ZVUXz&A{qUWgI2^3 z6#+rf8(#|ewzys1yk+fIh)%k&*G>K@Nn-wh9JcfJMt z=ya-eXD;;(yD@=|BaWGwnSu=?$@kwQz0jj~ ze?pMJq|t$=rv0wa2{Kml*w29P@G}XJP5yhWtL~SiDY@qV9gUOR2sC~8`w0$Ca>qo8 z^uH0W5xP?U|7nUq|36I;{(pOK`N3c8_Ts>>KY_VW=id>>;4XYa4pvlDtgka8lM}qJ zH&_36{Oicvl;A9lD&u2{y%g7Fzgq~s=z6DyewTIFy|Po3H9UsZr+ECoS>O|7RpR#ngBvpT7(i z`bKiFMGd1}a?m=!t^R$n+e6k>E~<}ktCBKSM8hIKC!iEOf*f#S(0_F8QuaI2 zysz>DE_;Dh=#Qc4IbX&$L3bUPDyk#Xzi_pOaDW#-c^}%AsbvGFf!;2)aXg%jL%0t7 zgn4!t{of}7^ya22_qChk)P7c<>IWk;Dp}v252HZ|q6Dmn%z@@rFMlU~b~it3+##~o zhKt_NoeoQcAt$ezv4WSZGxQwtbYgtssJroUH-VaqbDMYW%JpI|q zBpLmei3beDXq~25YxW8)XklVQvjD?~$MnM04!KPul%#-3J#rC0E!D<4%)@oSy(O1lV8HmAGq#jWf)7ni z`ebn*rXvU`V3P)Ey1S>*N=B<9b?;3Zii=Ecr18H?j;Q7_uAzW^q^<56d9`lAoRju> zE|j_OIiE(9eHsd|47#PUP&LpBOMcX%Ayq@*f=^K*4wRiA?dPKDBKPk+NweUN+0#)| z2actxI$Uog76nC3{fs+tXXD5F_Z$G6m}4Gb0Rx9|FtBkNR{+#iGqp?!j!|LArK+e@ z1c6J$?&rUY$LNi;5?-3=2OIG)PXme{pK?={%o&|i9~t8$m~5e?>OM*qc-aFHDwa8N zb{M)1%iSn!%s$QEw*+FaIXvCPjj=31F%XG#6J& zDDxW8#t6P59a)2({91Z3BeIO-d3K3FNT>m>qrjq9%UXI#_t)5HsUIudPJpndcde@> z>uDqZk?8V)7l85Qq?Va|56I4PjSbZiP`4?bqxuv(Tl(geQJ^;2y7}D+lKTF3Z7Dck zGG-`wVl4=(yxz#+SAAXKYh8*J&N!j_(&zO~ zakD57M;VEnttF)to&Lljss;J%W*wrtMNfrB1tZ%(XEf0A0kg5b4%C)unXrkzQlt6o zebhGfDd+uL{cjCnnlvE1izCg?N~Zs|--(G+ddxi)5&!2Eb7^Y+XLI`Bjq3l~_rwT~ zX$?eLVU?~C_kzRk900GE8eeEV`R}Ul`EGrJ9E_S?T&YnJENmC>61Njb3|t1iVR~|9 zi=Vda7X=uSCEgi%9ioxq9^jIH<4V)SVw=3D90DU(H8Do+I2n8iX{y+46YWJGSpOqVD;MQg37aU=!k!E}YfiR~Am1G-mOjWLT+=H%so;qlM%JEje+? z1B{=E(5C{(8B=l+1wFu>knGets*z@jwjcMY1>wQP=AIc>lJN{*#+_7=@#h1vL=y4z z@(5m{9$4l#b@Szt$Fs!QDiiGAJn{CUT?A1qc7P$|lBkMTT%-QEvn9AKk~s^|Q*k*0 z)9=!N7Z540`sFM>T~WRp^C}Exn77|;Ue>e%iq8KutZbK%X9oAnx3)|^t7R_aQaO5G z4xmYEOmgiXsQpkaEANn}g32HJ2o`VN9O;v@wq>2OpMB-z6uOzN67@P;W(uKa6gz#+ zl&80pTMBGV<7_87^^sIbXN->+~M|4VLxyr<*M>uJ{p+O7zuDA8*19`-L8qh zd}-}2)oBVE@VQ)cY1qjHVr!e#-J&vbw~m5Y!ii|yy08%7c|GGqq1fj?wcSW*5=z=q zF(gq4vfjNpvGr)K#!I!i<0v?{%pF7j9LIBnq4DU=16Y(^bWK{z>k7(ZKL@f+s>pq9 z1&F(SVt)DLg##r8DL<>*zq1wz*QfghFV-4h0O53LL{{S-B!KMZ21yUC$rk5%vy)o1 zQYOBeL}X#V(fJsVp~BpesTijcJjWb)VR;@8`^8z!+Qisnw^2c#WP*e_;pSu@tFcH{ ze{z~1!EY>M;-UPyLd3X~?}aC4i7`8UQTe#Ya#*HM4F}=&^K~3Dd9Do-^OkX)n4g~% zrQHmhz+D*kSQ@OdueoG>UANsk9S0+Jx&I&6u5U{RpM97osKK<0#5Uo55ETX-^6?(urg-Q` zvG=&Ql&aqM3$JGDfW=(SfW2!?jEXX6zq%mO(^hHQ0W2Y#mw7U=@OU;T4q33+o}fFN zx1=IyLOj+{{5Sx&lWZ@$G4hWb;|*H!iqE#BqbKs1{pVVtJF(djP&R~8+7m0{P&<6F zZq0V#j=|W+N$umb+e8iTv3JzvrM{`gDw&A*CDIIIx~`%%l=$jn4a*#uKy2Iw8rtHJ zXx5nM!GGI1uD5d*3mE;~Mu4gnWZiBfg;@I@7j#;5)VXF<+IAax}TbsvV?CqM_)j!_MYE&rc z+}xG1=XXk9ExliHmej_6p^4*Q{V7s%yaCt6d!NseWm*q@sq(3BLJ8F8Fzx*QazYTeo{ zgFDGlff<>o_nD6F%@$YDZ4~$4raRUl7Dhg)d#`H+6|TFOC~j_}O-bOA{e*(v9sOvn z;&7ctmK)xPCRp%3G$t?kDk;Kc>8+f=4s@aZ*76&~EzRr4zK!*IJ=yz4Nf`Z0y|B;j zX@A-x-!`c+g!o`V80BKusG?N|8s9;K59|JHjcgBf@lJoU>c}6YeQMKiMgYU3=E%wNg6E@Aqh56v7GLY-3~ zdTpJs%iFqJoBD&U{4-Q;_q&A)1J`T6h>U#4LB#%`F?Wcb-sNgEY=s^96g`oOSL6&H zgQk1tFt2wP^-T$S*hZN)HFAK96Ju!c0X3)fE|f99v~bfx4^H5`KLZ}BTl%$bp|`fD z*9LNA4l>|1_h*))`+l#&d1WELOpv@W;kM{{1Lk4#Wv24#K(gFS;A!ag}I7?Ff6r)EhW&2L_LEk??ZK}O_DFTUb_7mZC7K}xy?x{d+ z((af35UBqf#USF{{M@gc%)iG7k~M8H2bFU3-_v3qpng{Uc^(-9>z)Md-p_1z(1khD z*1Y0TG{c0CH6`#D()Y91oLI1TYexe3t`e7Y{CXqzod(mZ$&Y>O>Nu%+?;T`vcLbkn zrv@>WJtnXDGK&SD1HnRhbjJG=2X^bQ;u^6bCCK39@@}XAYVhxRVSZS)G&D9Li1x}y zPYsRGZN;tC&kuQeK-yf)DHuRRBM*OP92*SY{Odii-^H^*~QxzDwri7mMW_hvqhuVGCwq_lQr zRL6~jXtNB&GPeep@v07LIu33@BEpt<7Pd(jO8b{tw=|=CoO2F#oRD?XND_=4qO3Mn zFx>LR{SuVmPJlBOF1%ik+UQ?W-nqs~HptawNpR_Suoko*sQn`CWJk()?Rx&!k2Nvp zbeS4VL~-||%OqtwUDoTcVYGL4=sBwo__srOi_=rNU&U4w%Tw5hX|gL_O0dnPd$F?ZP#g#4%-?rCmA-b6K%^UVCV`=4%L_Iqc=>3Ju z)tp*e-~MbB9jl&$vR~Hr>rsFO>f0t}`t|fR04xVbNLZmyz$9tU$Z_91(oGgSDB6I1 z3|7p#0sPW2l2m}0&9_QSI@m7wsS{?%5hiFv$w`MWL?RJza}{+;gN)*)vCLi0c~*-=N6s^j;_ z#bHM=e1#4)+=DUXRc6_;0^oaMNi%V$G>F7t_iINRoNfEXXyUt57tWo?Jv)QeNMz`9 ze#@J8(;2R6?Z^3hKDO1rR6L=>y0eE6q+=?05xBXnJ%GoVTL7kly9F?w$V)Nh=RMfmd*kk ze$l20AZbnCZ{a*vIz9qSu+`tAk`NNY-2zC z;;sM^dh&YQtKNHldWR&oIQ63yMq7SG2x^~o%bWf5X0?m5A^aiL>x4Aw(`xKN(?Mvb zmYh)pV=ue{7?h|vKPL8*EfTZTp+*7W@?nomU7iRxq5jPr0UT8f+TKog!h&(g3HcWuLgc^u-yDcA(n^hQ&-w9|wdJ3|w;|ChN_}?qLCn#F=Ao1Pp{4t>= zNU!aV%%9_!ZBpWc2Hy7&8CCMn9%wCaElIr?qI%Zn-Xe`~>%7W>l>5nwHS~ySE)f5@ z1^&uI>yA9pWNEWHtgQgCYkz0R4~ezAV)Ws4BB?z860?;$<1fs=O6ZxJF%^)gbMX~2C^!hM0IWMr zR{zX@nKj3n&8eyCRhfxW*OT8X?n_^;L%dt6imF4kKjWOFg-hPlJ z25;V`8d&f1sLTZDa0dg6dE@IxlvsCD&Kln2^605{(FxZ677}s7Invx_DvbNcUqv6- z+U&=d%Ubr#e^K}kV2f-fJYOX1M6(o+_SOtazwbu93795@pi>h5#n~IKlA5VHE9F`ENlE%E4i<&RIT>@-)JhZE{@t9U0I_HAGzH&Yc4 zO5Trt+HGkyY&bXUc3f6R(4$e^kBl-Jz}%nE!@BZrl7n@U|~_{kJmzn_pR zwr+18Y=X$RMhA-|nSWV{{i?i>SINw`2uUk;=V>e_vIttR)dH69B+qg)U)-j`48&Zz`im*|T~Q2FFA2M5vH0D8nn z;;2bty>7Ww5~5Kqc(R-f^%u~+{5J8X@3iE{oHm%{dGdt2W_~3~BNy^6>-*`Ti8sUy z=)k42tFNiH6}yji(EQQJ2r*;O%FZUK<&7n6F)hG&vcr)vHc^enoND5cC?{IBND1G@ zdBhL$Y^TBA4vFpUoM^2vlgCe=)92Ns$gGVS&>m3*dez`10)LT=1;Mopgk4@Abq~%J zXVZO{B4!{-j592HmK(pFG)OAeLOr8baC}0xXvh2OwbaAHdn+q>_C+qc`Kq6wt8q_r9FEHIlDOK!|}x@7)G1GbaoV zo;PPK#S?d{Vm?#VqW=vFUnBS~t=l^Fq0daPu!8R6N1tJjq7qIc%c+{j$oDfSsBoDs z5H)+y23*oUl0+Udh%|)i{Z2(+A~$J-WQ_lujn=+-xGSjDoY-6$4@uqTWu} zxN%_kB_r=!T;tB0^92VvApw^|((xM%e5U0oEk-&zCS}k+YRhncT@dRV+HW3*1zSs- z_$;kgtM5u4fHaM*lG*pig6zjvHmBiMstxHhBI)e8?9~H(*MoE)M5MIE9`X3$diY8U zhO`XVft5e-QUHgzF!AoC0eY~ZbO8t{A!0p{e1t6QN_>=MxxGBdZn{;tzq>mn<#&9l zsNa1?r0qTnGBVcfFP^PZk$k)q4Xtv2){iKkG&A6QXGYp+Dqp?66LIYSv;dQ@l`;T+ zfrzs>k4|^E51_wEPHm@+GG??!H6>*A+pRlSGY%YbvxaRd5D@mj{oJ8yCQyRyWWGNgZ%ig{Q*)hhQ2Vk`-U^zlc3ak zvin^e)PH^r(=%l(zh6irz(F`I0!i6js8U=()f)7)*i_bV zLeA8a{K3%V^v9e#vD2RWXO+D+kJV?TSAS^L>utZf&QUzn2X19PC|%v65ad)`oiMuI z?BqELKN=hIqi9D-$px+SPS9M9u$~*s>j_s~xccNA#U&7jiAdUJHyKD2p*u*WZsQY= zmb`T@%GNR;(eZ0(q^;Dg!8LgwdzY;l{YS%iq_;4CXVZ#3p1L}XzD4xfix;E#M{Pi! z_w|gXKBy#Xj9=8Jd5Thj+0bCuAn8V~7KV5ZdtOX2$D`nesYk1DTf+bT=$8kx(|Sxg zF|6L=JF-~il)NOGPQViYMWcRp)g=!C6ma1*5lK%*8i~hJ4Um)(B2z^5X@z!V(NPJmH1sBe+qQm4X5S=5r_n+U*^I z6yH-4;+p)SBFEoK1O6J?Bh~z4qG>d+;tj_=lBo*{U#TEBiWV2=h-musS-G}6VwNgN zhM;zl&UXsymd)S`a_s}KD(NEL`b6F*O*zNS6=E62lnX4=qt%N)Zbz`v_SO{Jxl{&x z%sBM{ZcO^Hu(1fYl?1wp#1+zN`D(C~gYXOkH-r_U@R%Fh4zJd>E5V940cNNXhA4Qh z^{#_i*FC@QfNcZiH;SyM*vT_zaG0dXD6bL_8qb99>x%-&=G(d9UsW>2YqHeIiP(}R zq-hC%It8<&05)0Tn>Wnf-8sO_5^cmB1_R_8`_H1+3d`2tnz`2h?3@_W>&j`>$14E@ zciO=h1K5(#K(d4RM74FQQISZfI4^3Vz zk@Y2=nd8?VpBnqrfqYJN3VFgi5nBMF8NKbH+g#zE(d@

sS))`D#xoU z59{8pX72jbi^Nkg|05*=XYv>1C*Lb%$-(aO$U{FN96bw-yD2VTAY!ic(#S29l-%=4 z@**%QQpYXD*0VrjanK3U+Eag&i2EhU>gQxGXU;+9N$Vwu4$*S zWdyigYV8eo*Is2jC+4_ac`0fKLgBlEEK#r05af1GB&6JSqu1&)ZSFrxx&aay!-d|0 zvc=o2l1?Co=DlC*nDd5G>7KlLni8(zAz9xg z8Og}%eS{QpIHuxn@#kD5$ciVPK3eTH+h+c3_=+a^Vk31;NG%PW%-ru0aUVVZ<`0HD z>!_z3QP&)g;x?w2u4cX`t^w?{Qk}{^E2`#(Tr+`Tyv$Jp;OYs>=X;~!^LS4WyY}Yz z@HtEdjbKYHoh+9Z^EM8Q#-1Zd(2x}Y6h!wPjnRW>ga);@hR=<3^ zZ=Oh!b1_CGS(Rl0OUs?^u7X5CsCuY33&&ci;d6wV7fEQLvYZk}u54RzoNN=mB^+ao zZwswd$8IQ$p$b4h7$c$QkrvDnK4L6YY9_a(@bkV_qQ?mW)!?@NS@2# z9KUj{?lK=X0k(T|<54d3)>IKK*qP$!^bU%3($q%2-h$+PAcI4sTdp;hn0(^4=&Scgz?|~2^AX+CT^S9K2PPE_A9%z?R$T( zz~qFkJ!%CnnWPf=9EJWa)0B5a81OnF@p_kj;S2IFSx!>=qP_1jwYF!Lf$w*^y$KZqTJs&P@KULe*Z@2*^~#k| zJ7n~gC76r1gVP^@K&^>veo(vu`!Pv5PA5lps7}=HP4RO`8MWVZ8Ldp@jFm~pnN}|Hb$n|rmuJP@ zS6z{e__O=|vudlK{Y^^Zbv?&ZWZQ3)zx4lke#k^y3yAR0pGU|5F&ueK&{*}(ZPEc#+;!p)r7mHtc@!{H{u(xtvNYGB>;i3|iWqj~;4h_;- zuB!rSJNwawyFf%!Ur_xG2soy8t-$^$3+@(y42q8t+()AyG%B{+%USR<8=q8;E#&T( z?wd7YPjZ$`rdz4%>)M8ChXe<*sE$^!)4*Rvq$vi=#qvx}2j^EfpsitQlY%ozgY>De^~^ReT!(aQhqV-_J;ZMhXdx#udY7%@X*A^QJ=WkyptpcU zArjS^mtl12cm+==SyulDohm86>eqgUrmKA`r+k0G)Oyz$d_5qJb#z;^aksn)V~43( zyz^f}yc9achu&(iI^`kd%37mk6s{zA-1gLOd~Gd%;mSPZ4F4UrB|P6Q*5(hG~l7wP^(p?=ha%8Y%ZV-q&|~Q9rj1TND?r? zNo4hFEz#m@m%XVyq%mm-Sk%&6cXA%9a}pp@V=+dMTfI4u1zPan>1lbA1JUUp^-~pm zilvU+JSt{7;p!82cDX3};Zj}iBe?i$fW;h6Pjt;5Q$4PcV>JRdgwgj5`I61gdK2pU zSR!d*30&PAFlyB6BVdTYRfOYm^JZ9_H?a@1Koh_72KrpwnRX%G zuVhyp-)0?U>D=uM5~Vq#8|6}v8nT@BG{CXk!v(JEg30cR%!c-mSdqMno0h=*<7eSw z$4ZT^#|HIVd>I}T8J_oF!qHgQC-?N0yB4=9K>cn^4LgFaC5f$_wlQ2(m8m7VqI~;tV6j}7Y z!WNvE0wYC~;Gwj*jx40xSr0b0sSz(N=hGEFw1(YcuP2`Ozlg4!<+cX+=#6x3Ul9%J z3>`q-!tq?7U91V>G{9Nh47TV{%cjH*hafp)@M=*H@BZorbU$w^rRaM4RLN~+A@kVa z_JeMk2VS76uQGdXC%z2@uRp@CbOAS9URWB3pBip%rh+HWYzuS+4G-JF?sQ9ox9@$m zh~v_SZP!3GY+UV2p{4nf|DElFk62exZ18=u;%3e<%Y9ON-5e5|Cxj#BDZ##AZEe^!nPt=q+w}HrcmQsjxiTjyJB4sDe-0XRHhC5 zmrzoUJ(+?&Y>H%{@Q&T`iuX-FVJrE{JWkpl#8kC+^xhh}xiYDM>ajVT1Qx;|u={_A zd+Vquqwif@ML|VCx*htB(= ze(v|X?r+`u-|t=)3)X^}ciwZ}bI#uT+0V20RlmT@7`>whwix$h1=FzsZ<#jt(j`4Z z);)`i+;@KsPzv3P-^mikG(Pe7XoZ9BrE_e!((>=~F1!I}HyG#+W#A1hol%x8vA~v( z#m@0j?pa+)QBprC|E+B%W0kuhWhp#a-#E%pP*FvjLC^lJ=CskFNrzj>%?=!fWz7-g zMb;_*?*AJHQ=mkjisD#i>V538rL=*VU4@Cy|M@46g8F|1l$@^rJB3ijdlTH#>kEtM zk68{mK=%0Wmw;!67C3wI{J@Rl-(O-)-p=>_JuxLE^D6){pT8a@ii(PAxxMd|wUYcD zF0msHMOg)PslOi|nl2gb4TP)9C%cO*T8jG8*xRZ7+0|GXC4cqKwux49e=etJaHG&? zNGRC3cn0wAatuL5y?>{Y{PrIjSY>@gh#yZDb9vqF!8J;9@h`nNcJXFJ3{jW!TP_*) z@6|1hJO_J%U~8v4BKn;_m2@g+*`6Xv7&1Fo8+Y~(@E$hq(=i{(C8=JaOE>uj4sVn` z^BwbIIz48*%P5>}HN*nWS&1gt9HNv#**eO8UX( zmjrwU+lW|&?e0x#Py8~3OmmBF;Y5ZU9ElDZUSfM)?_znOs;6sDh30Bu zR9a4zJ;zepvlsW>&8WX0N7ptS-3ht=HE(!|tB;Owu=5M7OFJ5wRZz?LMl$!sUJAQ) z=<>G3k@dLm-mJ^k#K<42A7{c%^&y53Fz!rd^EXN{3#>spi23meGgM-QO`^G>%60iVKWRZO2LSohP-|OPW^Xe&F;hUst;yJ33Cd!>$d* zA5o-f>8dDjMd)ienvYY|H-oJ;vp0$3^ak3ApB(+HJJ+(XWc#QGHgHmfTIt)@t*oA@ ze^mH@Lwx^?5CR#p{=5GEeKy7mxV0VY(b zUJ<|LoEV!566tWAPZ%9e9*0C*R3D@&jcHkidGqJh3-t8i`ZU-P9!i}8(xb?995W(} z5WF-DIb180U3*--lDZi_J2(IuWLfhbohQVkmlBk>t7rucf$nd4#^FUcYD=tZF}N(-ip>Qs=5MBQH0l`1O?% zsqW8$ko)8K#M2lNyXkJOybz{IK6>vRC1k97I`&fOkHJ~LsR*(xyi3=*uwVIekv!P{ zB)5Hmi`#FLUCGbl6XMhFIK1+!)V=p`1V6)@>pG*JpfC0n*7zbDpS1e$EsMLHnFw)AK-3!q$1<=T_!FM zo>kEa-s&b4K2gGumsj9$ZSRb~Uc$xE_}dzC{i#`yL~eOj4g$+w^?1JiSA>s~49e&f)~6%L;!_Xr=$!BSu`PFePnT8*O#*jSBkm@I6c8 z5lH(8&>i+_-n)+Z7r2>H*HX%(oil`CTc*=(m{ff8Z%2Y>9YD4p8XqRySf#f*J-g?Z zS88$xua2^ot%GDz!eS5NimMv8f+Jkar6kQ$mU@Qfx+NlLj8FCymKi1f7^u%gHUci2 z-?B1kfy(6M0iaLdYvI9HcyJ&;X-5AVbb?w%+uES44Ep}P=^BobVt7JEk8ha z)#7yTHU%?K04N`4+#ktm=W#-=1GQkb{xgDS&z>8YU8mLOpT?cXr1KLuW6d2r*KYCc zRAD>Wl4U!fT1je)zvzpJb{flKg}8ZEg?ub<9Kua++<(T-&cxCA#2W&#}rNcJFL! z*Zn$(C8|ek{V_MC6-IqG#;Tz);KQ9R16WkSb77i@@`AY9x~pzy(^{^!ynqkReqnDV zTivXOxaNLF{xR#ZcU5v$-tS;{ncoYB`72}EnrY7+?(IHJZ`r(~$OigEIJS$}BdpoH zq<@uRPFlTa&a5uNmMf)HaoGDK;-?m?!Tp+GOB&+_fu@zA#|m{kHBo`yeZo2~Rs`4Q z#~y9PBh1 zKsr6}a^HjQ6w?4)$xyMafwj%L>N-EZ&4z7LPd4Du$m#&Xpm`gy%t!^1pEq7{0q3QpL$d(z0z2OOqf)0US6)4#bV7H>#PSVBo9B9`l>KXa8S5z*27eC@sRC~Fyeb}tW!myl zUGiSEbfi1sfW~9uoNf@s?3CoDoiPUn1$xEAr=RFOQ+I^TUVNI2ALA_^q1`x5BMTq8 z>BZUs{mG@;tANl?36-S#@igU3WNN7eJr5wIn(=(hF&P^M|H`FQi8J9-{nT>Bk06=y zTFYgA#gACui7-sGw;*~AK8`Hn2gosq-smBG=+TND2?Dx?)=KSkT$9|CwgAa$xah_iIgOXQv z(hQx-n{4n`Xj=g+?l;*ngzEEsmld6MGC^5#oAx%dKuC1^iTHCferer8J{(MH+|;{w zUahie#Ip&WQSrZvn}ROiMXZvD2VDYsofKjOa`Q>?8OUs} zF{NFdiV(?k2AfrJz_uBWY`*qCm;Q+qpb>N!2q7KOsEu5>bPQf-6_GFx&MGqDx(Mhd zkurmtS9?tui~7it$dOp2pMG8jwi|{zs$>cyo=R6n!Q}CC<47gb1>@hgw&wQzuZ!l# zXXF=gthu~fxAIqjW$!j-svFcgpKQ$4x(ZWi4Qf@Znl#7Bk1jJcJj_J>$OYHfHPWvq zN=UJue=N}onkVUxx1;jCbWG&MMAoGw;;oqMN*LlCwe1S)c8UtKCO#Wo7@Bd@pZd3` zdwTzz?4qA~RNwn|pSX`m!SyhAfF?HoX&)pD$x##g^r*dQ>i$Dwz3+rC|GklumTAH1 zt)$ArP66!w3&2RE=ZbzsKQ#*s?eygLCdN-K1?azIkpR5kX^@hJ;)m53L!-~{ zhh~7-=0_A15a=GS@4N&&VmgZqpoUquz|Pu8?u|P6?aa-~YEy~vW8J^}w@sMREDk7S9c1%rc_YH1leOd1&@Ao5Qg0Fhf zJA+F2mSjCmxD^lKbg$Xx!GT%!8L(cT1)ofrm7Oeb!6E6pV$yAGDf-NO6-(zsyG|9) z6@Rsr@!V7EKYvi~6#lV@aQ+R0mEo+xLqAU2<94>~HvhN|C936=9i;&~u(J_q#)2U} z`P6MKeHr~YZQT>R7%-Ht+8X)#p~CCjuL)m>{60Q&gZ?-LdNsn-eXY=`&-oUvqwQ2Rkikwpe_hldx_18en~qySHLQ>gXVqG3>7MkTJUv z)rK>jI$!(GLBt%RXBVo%5>N3M|H`MF6h}Xe)5VeCZf`D=KV*u;|E{I1OuDUD+w|2s zh%3`S++wPIAp4WTQ`fX0XS^zu_bcbE>ql4;8fxQ}ixRQ3gQvd+vfKN>8Ob`Ogrc)7mIc}gIV*x_iv<4x8JAF4yY_QGm*O3RT=D^ z8ykWHFH9B#)kF=X@lpB@k?v1*hGFRaSseQ?+4)3?D^X+WdYT~ng96GX0rsBp@Qz)LKz%sw=F;}LdnHOd z8xw={W@ih?#7TRdG-W^9g?3qcEXgM)hRm1&d!J&msLr5S~z%FMtTY8=u`I*qYSN|6o=gZR8x zLBY9y+A9l?<{8v;UO&39z@b{FM|4_e!#{BDi^@UvNEb=3vGW%uwTWYwsrkEKJNKm_ zWja_xHAtPdD2H~((clO4!o*%t=MNuV(}g5~>LZLA*5HHsE$K#@%o?N}$3oMtPm}{! zXMdM`?Lg&wm|OExgE{;j##{jHzV%zCJU8?_L2y{pJs6(HtEd*pxH@7lh?1M^x)EQr+ZDPkxqxc@hDVLH`C zxptd)qjig@Xfr&WoS9GMIIOwR9&KKCThHCrqyOo{qUP%-?hBxlftY~3x+-f=fyc{Q z%6n#_-bP%Vgx?H}(c% zwP?#8G9Nu8ZM%!Y|=} zj)84BrcNFrrnugfuO~>iWxlgohagxL*-8hjKQgaD##E?Gd}+(VdAL`iMw?)-ZIQRy ztQbh{-)-Np9H7qW;T59(XOiO#RCa95QsfpN^660#OKQ826Kw`;#<18l|MPclg*$%p zcEJ0rJNIbE4KYPQgX&V*`oXyELR+TD7u_T-j>)LA(=Nn|yKGVoxSTTEu(%{F6T*|Y zw;LXSw`?-7Y5QOm{5WH4*u#6b8t~FG_8!oF`?g5t`}@Auy|LytemlW`#{OBWX};-C zF1F9a3-|qxFd7$vf75F3zVOAk^yuq*^ExwUHVrKD`2OSx8Ev&mUskO~`a0%uq66Qn za}xI_Cnn&=YRWt4)Ibx;gqmvT$dHb%sb(daZeA%hg-}NTLl6L{EMAt{9^VaA{+-Y9 zE!ZLCj*;W&e-?!0b1pO0%vc=zfp#H3{)F4*?&%PS&!YyBVNF8Z)e>v4(99bP#*YN$ z2?{OiZWPCnOM9tTZkQN?ziYf?_B@(D$QfPGwyU&a#JG>&C*Z;REn6H^R_a+(8bL$f z{W^)y%0D1cN~)fZtIeB{J748Q!J=~PsZ*JDmFa_WTH!(1ZP;l{gC6v|D!d~LJwJnZ|=PXkWnT#h+?SNVK zr}v-dfb|kH{OfZOYI<({v4AEKankVlf&2gJRVhmYBvI|8Ch${ExakXN2S!4_Yt`;X z*Vnofur0`HgR{mH2mpMPimPb1k51Y|vL)c7){e|Dzz)hdn5}JDfmWq;(W5$? zlJTXO?nbGlA81>j2Z*aRGc-KYhe^K9+dZHRK)o1o;N6x8n^SMPiz<|X~#0um7!o`@edXe_#JB>c4UeaS#9o`{y&ungD#h zf7k!P@&E7TE2WCQO)b!7eAwuI#N{`3+tkd+)Bgpj!Po3+rhlgjrxFm`d7-Gq4E>L6 zAuxVoXFq97BEv>9q`$5c$&o1V>@j9Dsrj8326AbDXfCF6R&m5rc|7=I)kOQGvW}d~ z;=j?PGpo??A8cjOnqAW>?$v)GRrWFCB{ltmY;_(TsxGHNrVUZA^y0BDK`wq{&-MVQ zg)6H^P*z{_UJX(4=X8#n-8r-`>eKLY5?-qMr^z-jlh3q)`=huxRPHU;?x3(fD)CH7 zk*O@d;PF2#AVrUYnM5xF>btwUmoP}R8=jp@^lTZ8N=-ERQF%+R!UJZ zQUch*N37QNG~sVM9GpwGegT`vG7D@=2@KD8AcAkcrSzR%eB~ISj_8sHC0QnyFW44y z--L6L6Xy{g?`O2hsFb>cPNYd>cjtQw;L4@hwnTHffyj@c`GwrLd?DybsA^d2G;ud6 z+RYdl@^^UMr;N`7CCF38T6WVA_+x%oX`+5j*G#=-Hml&6>u>(^^Mj!4hWJDt&@#YK zv#@E|pcU{~hHjo7LXoi7c1*ZBT9m{k575Jt52#@PI&4Rk%j$xO@d%?FKE)N@B@}K^ zjB!lj%-$g}t3^(;!`M1OLS|!B+8o(xU~q0rZ7rk@?x)^w2oqw=4%JNRl zZe@G?i@iy`k^213>^cOjH)btA`?9lj@U6d#msc@s`(uRw5)H_K7UHRt?HHwXN&cEy zuY-Mw7w?0M?yO8MF%VhrZMwXG0vtP9!N4v8F|mJJbWjsm zEIPhYyt7vbg|@?p&h%tn1NBvr1Nw(-m(2SMpa)1okeMLjO)9n9EfO=f)$*%lRU$tR z!t#rw>1Rhq;Ks50lfSG+Fx)7F0>Qz?R4eSFAMU!cOl&Q}Wn{IVtQqU<9Kjo;MD;T4 zs9YDnOO1G8!73e%LI>UC``#$axsTV$znkea*;ocp9n32cflq1XfWV&iV)B;t5ma9lGFl841bFRd?%e;#e7(dv<+g$>?7tWtj zTDjl$dxF>j<3(u`PO<6#5}~y9**EECBy z)4U$PM^fg{Oo|oOLA=d6*-i3#vUo2RYdJRSV0Jh%QQS6rFJp`QP9!L>{=1D^DnbE^ z%=SZR>2u>a6Dmeaiyg^4jvEV(U5WCZ z*wY{c$Zr=68!ZBk(*SE!Z{MKahlnKF#-A)ON;@mtVOLm7?an6pP_3$Np746+Z~8SX z4gebaVD+K?3qJSS>J|45?K4fiAVcVK-xyUch7;O4CCAH*Hoarw@?lXqcgL zpC|?M23fMp;NIC8+Xc18ap8e-qQ2Hm~Z$2D7H_P;6jfy zQ-l}a`^lEa7-37o0N^Jmxx)L*oehix5Tz!iV2;nmG%+ItedKSgRShDasHl1Q5EAxe zq=PXxGc>EAvvwsyQ=fc~$ysc?t}g@}W1R)#6@)3PJAfbqvQ}Ciytals)C++}Pp3-k z=7JW{db3GJd(Y4ku;+;KyJfeXi<`Q^Q}mc2d^kp;NMUF9+TkatMa%5hLm2w@idgzDM5=97hSCH|eIFI&TJSSh#muQ*h_s>uad@Rbb4B4Qi0Vsk0Nk>fy)O>FVu# ze>}TZ^Q(9EVB^IN{g*DziX_jf!@hgA`_&a{!E>n#Z@-jQ>@8*h%sl_vu-2Gog|;-! z+vK^sadCz50zvxY@-Ir?^cbjd5=v_CVO}yR&E@q2NLm?(wPbys5%YuG+EI$lI`{#A zn^o#OB_3<4r9Bs9w!Nhx0|Z!qAvmrkmwWYii6>*n+^V&MYcDWAH+{ulOC``sWh*C? zQzI1wz%?%mSLTR~eGLH6pSgp-^*ucI2=(2%7{i@_^%KiPM(nBDcIbU+0Tk6#y_O?Z zH2s0V*Tga>_rO~Qj&m39k?HPAE>Jn$&J5|Ks`qkq@gpR;>a$yfYPMm%=Dzr50yRlr zTs2YF9A(W~X7en{I>-^uf!VfT9p|4y`r`@wDIcS&7x>NVU+fRpl?7acBHUG*2dQIW zgRdD%pYQEIHg_+^u_;)xI@<2fb=GfrQvb&yq^n*qZHxJ%Y5j%*kQXqFp)XfrXKB~F z*H^j=jsf}W80p$gM1O{erY`W<$GAMX1~l^d+n{gc-dF9{c{grf(E>j z{MTx?u6oH($@P?MhRS1aP_Px+@apnmi!shC+BxE6jm3qlnazDFzEX~8zd|O?DDY7B zp~N}oB;LS6!#v18+IE0MUhc_!HUf`E#wGJ!QcUH5QPZ3C`(?VoJ9Ps87NTEHk4xDA zmj)912W)kI(Gt@mJG)kAz6z9k)g~VcQsY?9X``mfv&y2EF6JG|G`IQWE!S|aT6idD z2rms>C1Gw<+~|w)Z>mpj7KuVo->XRLO&XbZeBImkhSl~B!Zc;ULx#XI155Yy_v?>W z6J${;&U_WbWc#$>x z44hnlj=;V2&zTf^te9UV4)awusVuR6>TgXjfAY-tbD&7(G{Pmp9kCakdKFowEX5iy zq>G`C1JwJb=6i{Vv?+q&Hx7kX4*ju% z%X*an;=0oYryP=8Vg|y^5zQd)nlERWDqi;XkV$A@eK}^crIBM7;J%?vBKLx*b=z*D zy*lNX5wE;?VX-L!$bCPLy4ClL{?|L2Jkf=1BwApVo412Qt7}ZPVEv?{)8~7B@I`` zY26y9cJ9H$7Fl+8KT8qYN%JF2%qCn{0c=j!MlQ_R9SFzJ0BLPxRXv!7V_S-|1&LvB{xxrChvb-!5<93hyOot%KuM3zpPN_fX3#4MD`E>6m0VT0V!$* z5}u~o050a(+E<1@xjIp--bIJ%gr78q4Z^9t76*dh70Km;GSKmc&iIN{DqU{Q|3=N^p^Aq}=rMe-+`Zf<3@+&%_zHL+FTY(Aw^&*ekHagba3HJ4|4 z8K0t4M>*lkxEaIoQt7V{H#b_zh#NP7D8z0bKn5Bth=vpy5^F?m-?;0*Iv5BUcNS=O zg9N??vY!RlMr7K!D|-A4$j{D~f-0ir6O)rVdkz5XV37*wzJN)NEcGYEh z-Oi=7w#zb|o<3Ar=dPvGfHV2LO9h);xHy zx%Pp&t}ii5?o3+oGJa)>L4Tg+kAiR30?Sz2)Bced3>V8Rz3_m9={d(!W47*3NzsG5 z*HpsU)i2}1OU%Bd-r<&-02>D0QCP%MV2#M}!@+gMju=^DG&V459WED+XZvZx)8MFT zU9EEHPn&WmXWhak3UML5L5zk4rBzK#{9^}>L()1+bNWH-DFw3w=b0|b#E$8}@E2_< zy5O8gq&kBw{$u53_@z}#mvL0nEA3NP@8Kso&@|ulo5!j<$3D|BGu%c$M(8`YS0A%i z>>tV9B?5J(Mi^ln-2_F*nG5DDPeaFgOVRv4nOwP&vd~zhr5hUUfIj(hJ;QI;TR(js zKDaY|9%hq6TW%vA!B`wt_Ij+vV+^sy1v^zphj<{Laf&U~Nk@)!m}>BW?m}H9QJAWv zF;lLR7s90*d%qi_R~02(^uMm@r6755q}`#Rh9Od+p0>&50a{3A*ue?XQX}bWs22yM z6`X#|vCna8%_KM!-;;aSlaJi&n&u zGIgbY^;A`m!rw?ya}#BIUH1^gx}+1Sb9`eP+ue@si$gtaM%E+v6QOnI%me70QO zIa9kvK0qm{X13PN8(Q*g@x6>Xub(GQv3Kn2*+f&kG%UA0=CkAWy#niJU#9demN-$O zb&`b^j91+w(FA%7PKII8C~bd}aVKYeiw6Z=GZyJpDU4z{sIT4DP@fDL!{fa^Kgo>8 z>Lj^+!|zqq{G^b!fllPd4aOPe0;BB3Y;Rr4w((%KDG> zHK&)pMR>S6x-?>EK|NgEH&Ft9SJDe&OAAUDXr>{KzV|JhMxu#pW;vtDyTUI7Ck5&# zQPWI4K4Ja}L+W;MtxAx$N;www4TowuRS73LX~mIUt@V(WM7ks#!|EO}neg-o6`*sL ze;XG@dy^c=9z#TD&owGf+vi}3g|pk}AY+0EK|C(cn<;a+LL(;AW)K-Lk8m z+jEk2AH&}p(6*6a0V#0vjX(s>P3Wh{F8Uy`MVKrt^rz|_6Y7*vnVt;p(IN3TjNloH z?H`N>a*kr#``f!7SdEJ5&*1>Mz*f;hmOOeybM<6Ju;FrW*h>mU9bf{`3dH$i2$(GS z@(PGTcv7}HckTG1OSiI3s?~&;-g%UvE44*Dx=2-ys9f%KjdrvC{xB1r*CfKZ5XU;; z>FF_#adK-xT#Uc>$%&`&ovyPn%4T|lw%-Fgh0dZav(#@TzCVH)P&Hr3Fy_}jcWQ)R zaviyn*n0)~t{O(MN>4}nUiLqA5OGrrDL(-aT?ypVvni^T{C%z)yq!gFRo*Q2hS^{@ z*AxB4xb29~qaSfri|<*;nd%ev4<#Q0qQW$FETrK2$BHcJ#wbGzR$F$0xglSw4Js!|sUVIAT?{dl$=FtVPPJXspO zye$$I%~P}`ow4&{->mFh{{qFb?e$hL2D$InUyop@!JztRr8DOSfY5`73g=Q8@; zTCR5lalL2Tp_R`kcW%5c;c`oWATo{zFLvtyo`GOI?eWK&FST`v-CZC@gxonS?43#G zgpb~c3AJ|jt6ezn5;b}$ExBFeu|-}R#inoUVTLV1_-Z`gsip~bMuBgnW(gRETNmsL z2(g#^D@)m%us&~03)Jrb6p!ewqp67BqR`*`?rxNLm!C{fZ?Nw1(44jA-!h0Vh17`2 zINi(+DvpON)y-+jt|} zHY1@f^b>^t7vmvdw@&4fHI2lg2nk#-@p#Gf$KIILusB|lGVHv2>NoF` zy5i=R;VO8V;G_SQ5zl1ucVixZp^4FG7$Kt1NyaX4MXA{41p(RHHLSeW^V?piH>&xBifNxl zu9YL?BK!JR=K670dhL6#U(TZF&kZm zqym~jlIH~V-&4|!=Db|t5kd1FW6971(z7_?bIqO4P8s8*2VCrySFT*LEAz4I?5zVG ze{vGvTBH3YgUiO&4({EdKgI6jLul5M;mP5g=Zv~G1vup9C3Q99g?KBZ@7;I}&y489Q_z#$(~`@; zWPVV@q>#f7&BGegmpmecf@|R~t1DsemVqqZmX`0wlvaFJ+9iF9y?ll#3)$v9Pv-Gd zon1(q-|FMbVtdI}eCoo+cu1vRFnPy3vR#<~#G)AK**zr06?4`@4ZRp;FL&k<0DHu_ zYK=mrTMTF8GcwnNGt~3X+$(N-BPTX-RwX1+k^DEiJ)$g)0U~UXKbNW8GjXp6(})gb zj6K*SJcrRn=K4O))m_C5%`$%YcV8NN=P* zo`4(B`g8}@d1)3}mJ}P~*mbp$CFF$ERdNc$l)ZLlK6hH#-J$ttM{6~+mha}SeG=eT z0=a)Tp$0KM7RmZPW#G!JBcwPd*l~;$1mK`pwGnAkCmCVm&TbEEw@?2;Nxe)b1|ZU&EG{&pS%N%KwGK+R@)=@=P4PYx#Vt7 zJRYCa@{>J5AC9N!eEv0MXGzYBzGBdCz{CI<)j~7!+8uIM4-pNbW0MIcm2# z-Tt8W&18xmWdn)@5!wfxh3n8h@Kv`VKk_TU{c5QW+G{UQ1}qE&8Tv}fVwCDsUnLkI zxejumgMQ-w`l&!S#mTYCaY=_VY2Qjg2+DDbg!yLLkyZmING|Jm8Wxpr&GQX8OP9v9 z_W8LXkHWtG&8qGn5xAwKT{YFzd}AtniU_Od-0Q-TVta3J#=y0&UrQ2AYq-5h4(Ucj!{qocu{Q$$RoH2`?mYMO| zAIVLaZw^&N4#RX|0M(3V$6p^b!ov!c-I;6&J=;2frQ%QPR3+{QjLq%4cH<|cLx5FvJC3)0nA&Tk5 zetfKQL4%~so}A~N@w?t`S`lYfMdL)!=TqvB1KcEs8to(qtOw^*_JuF4)?a{p6^v2@ zTk`Gh?UhxZj3GA1<^tXH#iB)|NuxcWN(ZEe-OeiV#n5zfX6k!kP2v!>%}}X?3~TOLE18r7pPG5et=a)G{nkq2?~VN*FD$0lMo+s*eSg@NMA; zA$e~{IPpOi>W(hNCIApUQUs#|f{l?YVcw&!t06OWxGDu_&!c)BAUROsQmh6ojl4okxw<4vt=i1(h@^Pc3> zU%v45D5}!dMzKY#l`+vFE5)I)I!#08BshztYW>?e%ub1IFDU0LfK9dbHVJM$-e){n z`xV494+~At|MU5dOouPMuZvXs)6;@XO@ z%uHC{&T$sZHysJp4&0+qT#70(RFS?)q?nqa;pq$r65Ql9`ObTT`v&0^-k^%5<1=%R zgVA5-N*6kov1)4a#mD*^)fuQCP?TC?#EQS&?^%vTP>GoNskh=U2%exWTMi*RjY}KCoI~K` zq><|y)z?q{fm;F=Khzw6z>Foj)tT!2cYx{nr8s7+Z@1zS?Ill=j_6&V-MP0XfAg^b z>Na1*X7~r40|-0YZ;Sq`0F{%u*-PwynKsGMr2odZ{6BFl|Gwe>N;VvM`-a%#rh8KE z&`I53An0R2op-ETzt}MFMTtRAa=Ep2fg7(#loUS}9e%?#z0z73+{N?%)B%@zT{A*@Egq&v**JW`4wl+pl^^pB?%3ln&poVG0Xxp@;C?`UTD z^7iTJI1Rz)V306%Qx}n~XKEN6kC4zVHPChI=fwE2!a&)Ox6da$cXR=xo*B-3ffs|k zYjbJ9cEO$FaBI6ClX_XSp7>B|$~VWAwHdE4x9vm7uinA0+y<`$eIIyTc1%t}hKAL4@7QLQriTwEh_(_yF&^07@vFyI-%ErVrWk8 zF9YiW5#`@i+6aeHZ_WTH{TA3sj`)jqfNZ&_?9K-UCDCR)=mM(=yp2LoI$)jDv#=%D zPmXXq3-k*HNjO;8V=~DM4ed|!Ztp6cy{10K$fKgYprdY%!4TDR=Ybn&#GIcZ$xk&z z5>>m*p~!lzPfXF}7gP&0KAEv#w|5Iva2QtR3#vNzYUr_L-HvxKmYgEH&jNiz%$+er z!_}2)O>45urTY;_OL-bj5}87r!9_1ap|AOK1>aYD9mi=E4Lk5j840i$oUo% z%LJaX;m4;83|T+Dw|_XC3CxMf*L_j=qa3sq&Ow{jW62#t*BgFEKks_8h|C~b%)M?N z0tb6-U^{oWxe(X$Z?d!hdOJQ@m9$!6!|~Pifq;Mji@veN7AE#1TuRoj2DHXT;~l}* zAMnb*9ShK$UEn~jHbg@(XgkG@z%f~?JxoG_L-us`vb>3De9DnAi}+D~PwA>2N2lIs z2_;|yX^fZf4xws1{p^{6=v#zg!SKlWZv_ys@5Hb!{SHAF(*XZv+JpKIj- z1w+Pc8j~J{$>n-y%gMZkVA~}XRzB{cH(`bJym}Sg4lSZQz<&Q;bVay2RMOUdv?0cG z7HVYAr%*q5Otvo|Dj=?@i#O!q+j4kDB=hMa)Wu8&miBO8;u!o}+hWy^0pR&%1xh@1 zv#A*tSo=}?Oj`VIMMf?Y-ood2JyEjdhnT9VrBk-JO)XnQ8DB12N%zr2WbYQR4$Qt? zp`ne3h^(9=TCu@yDAh9Y)Q9!M20t(RhCcO%n)ipbzG~Fe1@)&S+og7SyPA1Z)ke!^ zcqI?+hUVis-mlPWn>%2qz33vs!o79RakPdr#s@BiKDu*Wr~P5=tc$#HC-{^WwSsc+ z*?dhyOV+VJ>Ri%PDpHl1DmoYj2gT5Eq;9{uBWFibk^BnRFGTm1W-MUTtoM0GDlG`R z7&7zMRSkblyJ2KvnP0cB`qsqhg3J(LhPKX`IVyvOp?6zTb7_1VXwp58>~X3my*%4O z)5n*g4E86(>K@AS>s#+JX0O19g0$unnT zX4~9#qTW5(9{ne6l6@ODe(MNWKkqaf)1osSButzIi|>r(9`gyKrUvF4{xGm89=YwM zUe0KuMa>I%2HgaY&=9&iYd@PnqP;jlClTLs;Y1Y=G% z^>v`-=YLJsAxDVQ+X@~X3(|)wk8}3IFoghs)1zfeO=G9Mdg8W*3GE2$cLL1NNuk{) ztlfKeUH}ZUbM$uSqJhL1eDjicu~Yqn=#j(BBbph(>`tNZuGy&E@)tz?VRK!K(epeF z^nt=*b(AUPt5|r*LFJ}iaHZ=_0+S^8qYm_qpM!2b;=wv9BzmNsqvzCkJ=mP0RP{jg z0;h#Jy!(lwdjfc7r3|BWiqKJGiNOTPQ%=5ydLc7Up(y@I@)k@o< zQF0q(jX5NmCXW4QEo*fljIA!8@_G1FPSq<&Uo=KM|1Eqn4sCGlG1%y{|FO1;wP(u8 zw=IO{llH1?e?+}CI48|+Igx~R8f~l9S{0rTsz!L%#O3htJTf$BfF~ZH8~^xt?XUbm z{viKz$e(1}6_7-`sLQu7Q3MDl3&|HVZvJ_PY}a3b21VC!wz2&et7aE~%HX;LG-74L zJn3igiZAwoL|A1; zc7E|46r?x8;xcMgII4a=`ScsVzj+4jm_USp;j@I6R;Z!-q54&mzYs4<@U0r@UmC#O zyn|#36VUmC^43FwTbg=K)c0sFipOC2c}+ASrCE!K#^HdtvGhBQ5}V_~COj=Uxr0)jj{ssT|&{8*ya^)^iI7y^KB0U6OD2Fe@`f-m|VC z9$SZ^Mo1=S=*}~RAOUk^GKNM0vGhI1PbD}jG-8F01;#ku08 zc6S|^485;N{LYU~0*}m?Sc8rzW*Bq1-M7tb^DAAFT^7Ry9=mWvJK@hT+lVv$J;>loeaZB`UmssY)@CxJ{$9Yio8(#jcrRk29*Z z+-K`0n!i%YZuz|JvE)9)GaUuG&Gd7ehyX_2yJ)K0hxViHsPtpLVuORIm~UVT_wYk#zM z(pmW-^d|QTF3#!IEETSFYE!D2RYUI#j~C@{Nn>-(R?N)!8kijk6t*6lRn!OZan(g` zd}PSC`=hcC62WDj*i1pEpvrTQsotNcp-I6Qod>F74nZ{pTRVTVQsGIrW6dXlnl zWd2jAcgM&ZAP!4DoToGDs}Z#9by1Hr1$#a9_<=O-T;3#TH$)fK-yD|wT_rj=_`}Cs zU!mt89qFs1h8Ry+-FNhyeaR&w( zKzUD+=@$^5Gun*-aE}<5`%&1NH(y4+RJE zkN`B~n(`mO(>APu=jG@34-I`8&-(NwTF@^?o3`tkioXh@s$c`mcpqZ`^&kL!E7e&UA> z>Y3HEkGwClt6HkM!9+=Ql7LbO$i64HG|5Y+;}gx`*)%E_eZ3IiVT^%nvdDTJj%L40 zNiM{U@w!RMkJA4i;dHU07F+bDoscPcvFvnhVX(b#V<_x)&+zblTVRl6M;rs)RVS+FpyFU1&^se`75VfbHy%|<&>T8B7B zxqAAil!@vfLbW8|Afs7T-x=jN$qI|(SQ8@miO1|cR@T>D&kRS?iGT6p8_gzPsjr>U zHnZw^*sYxj1o_Mo|Ks0MA>iINo_(VD*(#4R--NR7Kiyg?7d#>u z{|_iZ`h+w-8$Ex;2N4u(md=9opOxR~1Soq~v)8vhjQxPF3!=-yX&pCpJOsbmYh;j{ToHFOvlyRGJhNqMD z7()jIMKSzWcv(UJjSA|gN>%FKum7#Z#mVLvj{E6&6tQULxaD&gmn24d+#?pSY0lq+ zGYEhAiTr$ZI3ZUn%>o_~1!bI@$^X3pfxkCgZp<`=1J zVZu1bGy%#p|A*A;kTT0~H$BMQu3QFPa_)SmD@&`@McKtA&T6FE5U|*WHE)Cj8_6

;OUaY(X@emP?$*Ih+uk8Nks z-S+sizW!t${DtKEGY*{A;M+Pz;w-xklT`#SLJBWVIi#5J$n_sXAAnOC68L+5;w9A+ zhRci3!u$;`*tnAtFIYZ#=KH#4P8LT*ClPTHYSuCfJr=@7AHxU4=|X#A5FK_n^psPrdp4~p@j}8e9~%`97v6xfoO|nYatYe zKO^tk|wsXa6+o z{UTsw8@fCWqS$zZ1b_*TY&M=(^IE44s{ui@qz?1bxtdTguhlD7tfBK3lnAGE#r-BIA$atd~=7$UL-3i25u@moSp_GqzYA@BO}NWH{y z>^Urhbcg@601-wIg!Yi@s~@3VCr;t`H4wq16+b}HyaNk$%@E=&TLsImSt+J)VoIqf zJjlmiq1j-7aLgFqk^3!tk)@aLNgAn)>?7=l88>1&xR$tqj9>zb>`g9i_1Rv6c=Xd46b+tf7J=Yl+YF z57@V{mMB}BS<9BraSvZhtrw+iJ2ID{n5|d__haG6{C|%3kCFgVFRJg3fTM`-VmzgS zVwX){sP37Cu~JgeUm-3iXHOT>)`xCjN;Q%eu0YxMMoq^H(chxLk{+~*j}+tj z5`}+Ta{HB2KqcM{aZ|97C~o+RE0@Mw-Z(*1^y9IrkDj{B1M6(o7BhY zni%xiwL)t=e+0O@XyiF$SwHh@v+{*-ej1e3UQC;3s<&Fu1UIHBqH2cPU>`Uwd$vjLM6si9j}x)uh) zGzbg~6M^KdoxaA0@NarrI~}qQobZsE8^DgnlFjduA+is2Wt^vwV!IQ_-pJ<$|C~Gt z7~As2JhJJUBM>frAKdQB)4Fs+<8UHk=YR@Lq8yw5k&h56P{iU4X6T~If^31jygo-9 zRj%0>2#eS9(SAIDD-SIdc{ovX#!(NvzPZZP^c%NMyrFybq^SzH$|AycpX-Q>4Bx{F zT;XzdEv9(Orm=oQLkLo8)t}%NN%`~>0^)Z zl{e`Z^+18@*Y2N7u15CNOpn$0Z}`_ zx5Wnp%kEfhH;;PLbcW~=k5j0`1kmK z-?LJ6W`=~kX?easEYbQGqO&fSN+5$mLqpH9BQ2cIRoe9t{&sEwv$W5Ml)VO64VSyI z6oT*he3A)`F!ZN_g?E3!bIt7q7w^r}N0lx_h_B7rC9r?LE(^TYy6#;hOz_F_0xYQE zE?y(=N7kF+CobLT-h`kredZ3uX{h$eq4*D!x&&VKv2px=43-&!w#nILr4Ow~zjDs} z{XusKYJ-y*$@8^UJ8uL?4lV6~tfLeFP5R!y5VFyjLmg)`er_k!z1f3rkPQU_-Qju! zfxfk_Za#WaFidTnG~|Yx6Xdvhe9~n_7sx3D!ZkrbGP?-Qll+}&k*~r*OZfHjUg6}2 zfq6Zjdbt6n{LSe4H+x4QY)7?seMKWAo+I*F;p$`D2f`Zko-5m!B`YPWb;N0(ukFqE zgn6)CeT2W!zLnuF%`y0w)f89{-7gLpc?SQ8#uAJpSm~tjrhpcu!GwieM}izz+y3Nd z0PBra>a%RZ8Vp9*j)ok97|FkfadYJad&auJkV2H;Z3Zbw2d!#jQC! z3u7;4dd&q=LFNALOzBxu3vtpC8TL~_D}C;LMaSZvQmi>FO`J#QB?!BS=NpX6)t`t9 zoFotxy_amdN(vv5RgLrN%o3#@Va|s&8Ai@TcNt6AI1Y2@f{FgmzzYj2ej6DmKEj~W z4)4Q%AZmM9K3&@jA{a4QXnGg(I|f?WIE!3z|2@&6O%kU{7KZ!}sQGKwh0_FZ0wY+Z z!okc6G?9;Xq^<;}gG89Ig^6QFkqLBto9^i6mWBt_5bFpoPdTiDBWil$cuiNf z=U%-S5m7oGnc-*><>z>kn80KKZ~Ehj4@k9)nH*hdAsI6t`r`K93AIn`mj)H8H2#D% zfE?S__^mlPevr`zd-@NSW^w4x_z5vF?aD%*=;SVpX;Tu=8*ZTVUzHz{g?JiWbw7r2itQ$Ahtd)XuCi6CRf<@yj8|VLD{xA`i1g%ovXvd zp2K|UL&Ud0iC_|w0A&yDd-35{Qj;UIidA4gg+-}+pdoVw>mP?5w=%I^2iPQq)QJKM zs?Y%N*!TQCYK!=NW8NK8jAY8LUG-UzfRH@5J3(HHxCx$6AD?81W`8f{3a1{K_g#8l z8D=RiSZtwASk%?Ua!xm5w-LuvG1(&#;+p2K`y=cab%Bjt-9c!0Og%Zr5t;ZC4iNOARQCY3|@|*GJ+U*BI@$NRLPP zd{7xDL~%=Q5-vk^tWKm}$28v7oTs=#$qAQp4$r+xZzul<&5<>&5snzae4 z3L`^(o8zlPbR40%$!a76khh_#f+G%VsboxG(areRl42Gr*J_GMkg|3={u~|6sTVYt z$d##EDel4xuJ&8JnD{A|c8*7Q!NFOBtL6u5Yi<^q=}I*>!NS43rJJ$m-Lr{ts)`*| zSeU+;(T|=ZqLu1=k$#y5wpg>m8!qJ2D)LCB`W{%8?Vd{UEw;sOm9*V8-S!d{h!6C( z>>jNlhdqyMYv_d~LFe)^uvFz3Znht9x+a7lB;!55YJBGDV$>$!(AE)-jX5lPpw_;> z3RCs!5-AzFXx;`UL$HdD2Nc_~JrjV!g?Fo|%3I!T0{gZ;O}$89Nw6|7_*^@(wLLpf zv05$_0F4#)!0u=E4vqr?A+2sVS*^~poQ1sF>;AgVkKSU@-*bv?;@7~96SbhJhdR{Ohq&bSyAdVRD({G>)#u+FUN=5Fdj7n{FL`knaX2VTV)1$Y=8T9V>Nnyh{eY|j z6_kLi!Nyw}poqz7^YRKZ%d5g!KUFF83lFPRG&37Ms>BaR*>HnJ{}!ps(*c zeoM@1KIa`*tektqo2%3Azi9aq?e00N{sK|u$wz%^668RNh`q<4bX z1J2|2?u*2Vww40PuGewxtp3%(G;lp?ivhtqj^2Cy7I?RPr#zvv*C$eM;CUX${EYeN zAwjAEQuWIr4s$_xJmRQ0K`R{sdwOG3;NqYAZ0sdde`Y>qV`^wc@11AP>Tci4xx<1o zDSDO5Wgz*L%lh)fA;3;Ir^mZgU0R8et896G7b9(IeL4@l@*>)8yjCdoF%Y$(@H7|C zBA-~0DedhZXYQiTxm?VE#V&1CMry$khc8x0Q&BI@Oo(h3bb|_wNyv3YJ`|Hf0ipkKwGKOn2I%p05WRe^ z={m^5Ot^$i`#Z_!3ubOMz-stY9p9!5OlV;OL4Sgp(P8V2-s@{IMrO@z)eQ|Xh#jd1 z2L^Gito*6H$YZeW45~!4@EO5zG>zxN`XflS&KxTem&4a-B}A~=NNQy}pyMn8(SR0&-Ud_FyeZQ1mO`~(Q^?erICJ)U)#};I4@q; z(`O(d^dKin3vo1H3a_7e3G zX7Vu~h<4H6Yn?3v8SXLjBvIU<021LIUrD<>FIFiZVXq$n9O(I_v8$p`2`DGl#@rnK za{}#;iL>H!gH2Ni`uPEtAAr%lyFNMx1JP>LQW{{RqM~8~j|DKkjZ~*BtXETM8>DT9 zPt|$}wPKyxtXs6|s~+VIBTsYQNP!NFor#ZM-?J-UTT4U}>u1)Hkw=P`M7jjmq2u7Hl|LKdoP3#f08S^EgI?|^M)p`>C0xy zU45^X&67nzqxRcp_@IeAf^-!M-p8ZY;CQb%Y7>1(vSMeU(4^-m%uMs@yJ&KAf&8~i zwOS`=qc1Z78>)@B@ zplCauR?&%@gbnJ##KP)NS^>NVgQvOXNoo%D zxFAc@nUe28iFg1&lHohf9 zjh&qW>FV%wH2|3I4HpAc)pc+v!${}&!tL14=xOe@$=ojs94Od7@eOxlD`63%KJy*2 zsJb|(ySg=b`(3{!{QXuN?{j;p>W|(z-WKen64?#eyvipbXVj2Q!622*n0w7gD8#lF ztBZ97R|MtAptJku?utCNRamg}sgYZ%WrYJG-p6Bw`ys=@%#(c0G-{zCUT#;(afm$+ zT=$!~sS&xahvu_ERm<$%;U+shZpf`}ds<8Gmo$K_&$nQd+AN>AroRHZG{j_?4y;&S&TC=VCIFGwQr;LUM z%p?}G3a^*v*!Fv?xe5W#Y7O@WO#qV4I1**up%dPp%Xr$Jz-6_+A52p~?3BN58sD6$ z%66W~pG&i3pBT7mc)BM#I^%(8Y&UM19Rz-Eg%4$p*OU5z2|uS;h0Vp-QhF46Xw?;g z9K;{u)g*RVS0O3z`irLQ(SpD){Z_;B>D-p3P}jeMyOO-sa2I0bk$w#1P-xIPq{Cdv zR!*yuOU)rX)v7Wbd~PW%vFBNdJN$yBT&B(1V;8%?xp_q-E#YacSs4lNN=Bsoiptjk zE>0_d3OPIES(o!No=2UlkELye# zM4>Kw7wd6&_N8oXU>GnCVfz_eVDdiPoF=Re0GTat?Bc(oK6_2x|A;--Q51@PIk-??~#y1hS*cmFNvpXCOyaMFH|C($n@E z{CG6FANK7V8~WjR96#TZ5NCbF;<6R?w6n=vuV5tRJS|rzD};oykM{C{NEu)(FLs#;Amblz8_td{@Q zk~6`lOj(od_EXOW%e(Dki0u*ps!KpshI9s=3%=l3+TWMifopBmG$3#m{2zreEX2gQ zE32YH-gaHvTwy+6Rq_x)z!jMObY$F+-^N?-Pl7+C3>3SNvP7xMuup*U0+S!7uw6$V z0iGf0-yC$g{y?dl{g}5e60eJ`ecn4T&}yR>$7+aX z9iY5eJ5noyMv>LSug<`MdfLe=qIV|PO$O=9L}S3HJU%R zPbq|n30f5Mf>U*{IvQ-q^(^veW$j|)9&z?YO#Sy+Me5S*a83&X}0{b%Z zVDmCU$XVRo5y7`6Xu2@eqTfM|?BBi$){wLolG9JF>r+3TO!3JH0eg(p0*>)NZb}$R zuXh)>NpDkx`wR(b?WDQg=QT|`L=`{JXdIN&fGM9eRWSrLDLH#tWrF|EPqZsdhDIsgKtK`@*gF2nGV=lw18pY}qsvQ1*FJ5FR1=mBI-w zk=cwG(EhxYxb6>F|Aq}cIG{T23;~C2qj}W>`DV$3Ei??H%c$8)-G?Ywe%F#&g-wrM zKL8z6)U@T|Wi)M~%JRmM8CTh22B_7xOXKP*uaBjsGXDEE6sfL~wgJ!0JSpef^&lG^ z1yswXyPZPvt?FWJ(Wqa9E$1P*gVe~bhtrG3LO{7_EX0u`ov5by(bQ=hndzTpQKG>a zars3gv#!T$NaQDo%|FrC^#w&>=@uRNjkQB4(*ULBg;V|lxk@eknOvV*aqoJD$};<6 z2y2VLev>|H?EtZnd?a7}kxUaODdHEA45rQG>3;-B@CX6ZJ>|n4*@6}X&cdA$WpsYADO{i6Y<}l=xtR08$*D*eswW_ zkIUDR&i`-k?eT;E(BX-{3$F=X@#7umh~mrZxCZh_UhhB4w-10^a;&_~m<6`*m9&3u z(L`GP7bRiVWylzcu-W{bLYfJCN>$kumj7yh-Je0rYV_d=3f_Bsf1WW@fZvOLT=qRM zZJvSp_&vb^`b*92#vAxd(k@w+?KArA^K*kBJZQy+$BjR%F}5@Deo!3gK&+*hW(z#a znQ-j3c&yGzrhOVx;omE2%qR2{0&KVE)a&J;CcUzfp^j1x?2?rX{6p=s9KYEonII4d zwgJD7{tuT(pV_z?AaB~16}ZA20+d5oX1aL5O@mcCYSkQC>gC|UwMy)DO5+ zCD7U@KeQu;g+;w-@H3vsIzmF|FyAwnZW%KyWV|CG5MUxXS6axRjC#6p1JPO!wj>15 zT96YxPzgeYaE#GU$J0-v6grdeA&vU+-^cmdkg~TntjxcdziXzo^7? zRC0|}8fw8n{JVxXQItXcSh^A?pFS|e@8za5k0orm(FLGH4}AD#N4l@aoU=F&nH?Kf zCj6EYpo*u}^tXPnHQSMwvsOl&#sfvxOUirVF&AS{Kg#t6Q=QeuUtA%$;emJM1f6vk_dN} z)!+cvcyzB({ta2u0#Tp~Z)F$S>J0*EGqY2laSe~{*@GVStqAkgTG~kPoduPIen7q-3^qHw#{ZHmidgH4dmo~{0DvQg9WINr}xv^`m=YWd^#h#u<@>{B_E z*9)g}v$2uHobV_l@qh@&uB`jd9TTSrcJgnXK0cm>FmmM@M|a9bC_&bpVS%?car%Vf zCl()Wa3#`8)T1Y=#pdC}8fBVR9F1W6Tdl#rnE$5*@Z8wP#5EZpZOBfvU;Hr26TA1% zTQDcTC1$t(dJeAHqM!M@5rk2ynRt0oxS=U+14|R3$9zNn6sK+WshGQjbU#9LfQSH4 zMMOBlQ?0O~d4wY2n8x9pL|B48*>(24#<{ZB-A(@W4qao75;b9Fqmda4j;x zGpTPk`eq=On3V4At00Pg9yK|Y$0bPLQ_m@^7Vpd-QnW+uQF4$nTOrIOS$_PBsDzoy z2?OI&)m*`5UV3^IxEvqt5s}h8&akOX25t%82jn;56Fpeo=IVaOOq?%GMC}O+)Y3YG z(VRdoBXb^b>NtSc&&Yvht@-?bSh&L-0@TjHfIkn}HX$IBd0072G#S9Oh25C>ZSde`u1gL!q$6R>11a^Z3ZBHZ{~!t zkQnl_|Q!Yqe# zP>A=)Z3-EHJD|zIi9l*VfymzxV{9os5iWOX{Hlh+ipTsaQh6(r28-m%ih_5~-XIRq)!_Z9j2%IwvU&I#?y9bYJLMAyxVN1fmft zd!x?RKOl7LH`w=hKYVoY@@xJTpp$K?+7M`0}ajF7TL6D|u$F-SYu_j}k%M=AYD6~xuH|3UA8~>jx7)KnVtzI|LMv033x^90rMEeN z7g;3`bw|va@*3m zg?4O7#cW+4TBXJJWJfr1UV%*EIN=DM;&i|WrB$zszeK9m*?=LlK!JP3}zM zwhFadU48Y$Ul}DM1t1fsylnlpI`4of)5aVK z1?L?dH)wqoO6q)4dcznPNUPBVi=#}}7af4HmSxCb-fZ`2y+#a3A8^)ok~>TyIj$cs zFDj}GW%wctbsjfTMiTx4B3U$GLz|J5PA{Ey%|xu2k>aOIrMrTOQE z|5u($MTbJcwO#hSOR@0Q3liXol2yWZ#2xwc4;&fy3o3Uu_SBQ2gmAk>WfY!9-QI5P zf5h_|&w?AXY{Z?3pi=$u_p>gl9j{QN(;i$1bavi9X>#yDLKXeziYR1W%SF2Z`;dV~ zj0gahxjO;~Quj8Dvxn6u#C+*g@KEmn4C?Ny!`UwLHgtecRTBrwOUOX|2Za=HF&$f& z5_doHK5ht>~9=PsEHcc&5sxT7E4RlzbDFtT-}2R}zi#2riQLcI7QmL=3`K43FwZmhPS!7@ebzfe zSjucD$Yx-~^p#8mjPMlSn=5;NZ72bwx5i_1f&e!aUrs zl~!dqd`<(yDh!Gezn^ma?4@%vuOvhVlsk*s+eDkq-aX`D`qry>uhsDH9V=XkVLE=e z2=!8TH=PJ`mZjQd0~D4B+{=ziSUqX-@|$6Myd^MPb_X_5jb*Z$tc7?a+cRp!CbQT^W+kpK#dxeqnYlC0{;ZF^vyT zzO18gXDPX_mHVhITlXpOs)$=@_BXP6^htuA=!QF^SCC;*-%{&sv7R|Col0r*{Xy|- z=~20~xM0aQLEHU%yFWmAvM>;5Rj+L>Hye0Ondra12u@d0tMFD`Ny=sVtX86UUeXEr zLJ4r?N=I2%GvjM3cQEuTRn28e=4J5~pB*<6{bZE-!fD*(J>TC%5MYG$=))K+p33H3 z@|%lEw{t4niMrqEnm^zja4Tv%^N$!57+RF<6#AJueWp$L+FoDZ_w{5BpR0hvIBQ8B z|KfV+u3(gH@_y@5J6TU-qOrY|N7+DjCZr19O@A?+GtsqWBT>>&VQ@x79y>6{@Kb9+ z!2phqa?0W2q5(^&8Mz&vRJ3K%^}tLU)*(@0ghH9c_H~X&kE^&>#QR5<%mE=e@{d<> zg&t&!X__bfCz~)+7Fm?Z_uTdE^z--j$I0spgZ6DPnxgZkKX4D2wx1=PQgfR{s-_C< z=_u=s%T+$5_4n=EE@Orrhp>=qO%^eu&31R@*M;%zHt=3yE9rQJyp)rfMNzMEaonEN z;}s@!U5@r$-^!!9|6UKe4MTV}kypW(^>e;8)J&OnI33RuE17i9g$&__PqT`*EHvmf zKsdvYzu=hFEFxGbCFpx1Ae2a*r-`~^BAgR_6*`MlCj^9eLa-ga7d4kf!t16tf^+)N zAV4t*2t@Oqd)PL7hI57TCsQ`Xlg3)6OGdK$-$vBr*@pp;|Em>BgfvWeV9W)9U^86k zZ)OS%N!WmF(+i1(_gMaH%Z;MY>j4laP0k@h6*H!w)lCyW2&r?<89+Aaj}rQYQiIpx zgPi$ntcEUpBw@;B56OoGKxW#xCQ2Cl8E<=1dwyFUDWs`_bm#J8H9suyksa5usoL!M zZ!(?%c2Zw*bP|jgjSm7S;_2ipGl1+_%!vSEY^o7>3J1dl4UVqf2erd!GSb zTWZ(cuF=?5LI)|^eN?hu8fp%0k!jjYg2(h#66)f`25wZtIXzpmRBfDqAs7UgYpYg5 zG2Ea%piqggPGx=vZ<99Tq-unr-9WMHA(P74qXTRqv4aVC$Gw){r(Uhlv)XO!hEMH^ znt`L*a`5YY-wUAvLBcQ($OTou+7pf4zI`^L9?$1R2C@|;UeLom^1A`OW#V6hEAQ}_ zO(B&0&Y(AaC_#od*;pQ!;UA#BnR_7Lqa&dztXU|+hnW1%^D3aV)8pS0`ZQ4S22hHi z_Ng>HV&P|W2gNyiAX?c8mOGzC2Z$j5QY4@F_MV}9*aS`jDF$mW-V7%dQatV<7-&qR9J5ItiLN{2t*);e-}2+z-6XNkKvoJf_RZ**)=KnX>9j!lxsMiy zW)c3%trk9FzILG278p4QC?BmSf53kkqI>=}9iR z-HdXOsf!L|p-;HjQciq^>gmtVlW|+9l4*sf^tGSDF!bEr-6x)2>ruIb@xH)7#s`#u z6LS(cJUYUUs+9}6+$_T4^MZk#Z^MeuU5+OTZ!n`h^$337`{?pWwjR(N^B(3{Eu#>4 zvWO$qytk2RgsMQ$R|WaoB6vISKM)26R4g%3SY*8QWX5bgKv)dajeC~BJGS&yF%ccD zS=sv{Xy;{V74Rz8ZfH&Ntc>o6bt8vR&g1{H+M89)|B|?S_xBH#+>;3Ho zjOGPS6SSlHBuqY8jOK|LCQ%pX-UKxL68$yIcu@r1jbWQ3xmtRg$EH9cVF|!-v|`b4 z?nmeYgF9IyvyWhWeizEZFPs+!%pS;jmr6X+>Gc=lG)uItx`In95Z4HA7C zvl<7%u4^{#=V`pEC4`Stb-vGPRc*YZR?T?UxBxbD?ulSq>DEzvowcu(fy;@sGlr$B z(^K7w6H0fZY2qcXNy=ESoh(!6Ktd#yS4EwQJM>YWIC;_>gZpkEcmpp-FkhYMQ-wJRQ^?pAa!OQ58hFD_m%b*3rG$Q^*(|sozEohw$%2 zXKR8M%%wFY9}*Sa`sGbTug?Af`d~m7YUGy?1TO-f&gIlTohY zUNo86(h!YF*P%U5wor}BTLN!LnviUuxwgHmqav4d>f#bD4@r?U{-q?**s~&sJfHwU z0?2{KLROKy=ZfhkYjMsyHV4~yJsye#Z@0M9Y*WZD2LTu#sq8cZ z{2#qI)xvQ_`<)V~il=j|19Cbso$yH9B7#nXdQ7)z|-O*v=G5KkVR2G&)L| zoYWiXq}O>|ohgP{l}67_n=+r|XDoh1Td8R6@ zr1;hsUa6+ds;u}z!JYBj!Fk>$!UZ9=hE-M3t!0JLL4$C)t{JqQpIurW7gsa3HC8*J zFf==K=$%u=O(Z@_{)Zq5ay7wp$pHLK7Ze!ScE$=9qv@}O-AU|O& zMdtydI`jd)4G*68behqQ38?vzn`1#-^8>wn-Q4`MGg*J^$euZnXWX?2*G`2Yw_abbTnD=-KV<#l?QkcK@gKLe`EiiU3M) zjF;yIq|@l4025QkTE(^q4efWxQ~atHuJeg^y_@51-+WUfqWMgAO^>F z-82-ZG|1~v?)F;%iUi*tDOH%%Q^g#Vbs! z;xcNB@3_J_g}0Z7<(qSALx1+N3=U>|<#qNaji=<&Fs;|-u%>1crXKM5ixOVbqOmVlAP%~^?X)MMa*>B!l#o_Oe7$^v;0VqH(G7o9TTyS?}qg@ z4Wlp#t8H=B*oA9V2ZzqP$RDmW_|R9#HPRt!bFCXzKw&Y>1EDLhh0 z_nU%%1%M5bl_;`jK3Yzti)>n%ldK7(59J`*?#X$Uo(cxgB-NeimW;X^V_)`4*g*Oi z^^Akf!kYUKs^?ysiY82Di%Sm9Xho)RMyN(zuohYn@gtkTr5)Vo)Kv(L-Ua7ve{tiI zuEPG4x(AQI!M)A==EZCC&MWO3FM0Rq)IJcoh%BI>Vqy*_FMjipi(Hk9)QgdmD%p6PMZ&t&{;hC<02o^2RDz zt$+38g$u;tvi>^wf9EeV8=CNFCQ#F*5Jb@rHhjVW=?AaBw5)fWzA$@_eOHn7@`D+q zZTT|b@&|`}7eodafpa2hpa-kpHpf*Jb1RLa@ts?J4bY=B8rSh!^g_~ z*L4k|7J(A=7o(~Lx`qRZ!?2imWq!}CpI6ts7PtMKj=X*EV`K$8D0fQ>$ z_gZ!cH~`oL4hnGr$e{P>oB>fX>EGigMj304e4!}7t=D8mH#hmB)(667^?`L)D!3j= z++B|A^W$y0A)LxV$*B6e1s-_N;IuBV38pG}5S!)6NPpz(gCqtF^k^p0fs8~zZ(fXk zGZ2j5JL8zG$qjqOEV{FAaPxa$Iwn;kMhq~Ij(<623L7QeTIJ|ckPQ++rl=I_B;x}w z0!hL85TbQvPcbTekcv$W_6y#ks2l~Qj}zc<~ti`&@kzDP^%UbQZ7HfMTvO+^J5Q7QN1g*sEHz^_!PV@_f* z^g&(xA+!uW=d@Pw23@cp-Lh}**M{ld`tr+;Gm$aETG5+gw4(Fian>l!bfAKDXUg*@ z4>OsbK?BK?k~Z@fm*JK_=q;z_vY0J-7TgK3J>#oAr)eT4NO--Hlpw3z-xkZB4C>1R4^0WSc0UTLJ0KKgv_$F}hVsE|L+>f5o-t_STRA<5RPl z?tm@97zcdxkbU!zNK$|Vkk06`lFcLp?q9>K148#%JfKj99vcv#x@Y0m9*Cf#dZv=} zLVkSxa&OHSilOZvhEYC3qV#`d`0u*v{%f?FV);}ckN6ICw~OK9it^51_~NS&=OL!n zQHw>UqOS%ZmD+5iJZBep!GjbbknGM+?^bB^IA};tUz5^BpAk8~uds@F^*M1sQ=V02 z*B3=H>TB+aZUTHxk#~k5+d~0VYyrYODZIeAGF%`FZ1kwEDgTS;ltcyiQ6+nCarzyz z$$3ZRCK|DiwMAst4Z$$}xY~>vpTGTUG3V z7F^U<>{waBFJ|CI#u>Qt=BeCixz4|g7_YcK$~*rF!C)|$*4_RVCcP+r_M?}yX0n-q z$iBkmlz@Zl0P`OnMm7FM3G=HOPO-~Zx03k^*2;EDq-}>*(Iq+#t553Z7Q=L3n#rqj z?da>CBJCF$OI7leUTL8Fi(e1M+-#qkG0C_rEf$&-r#;+PopEr;s2&!kuFd9YQ>#^_ zm74kuRpL)0k1I2CuBA0FVmwZzY)1wzrnqa#>z)t|pQuKUedfMh+$(NZlh2qJL|S+W zd{>!x`ZnnhmshfXK(CS7H(0C1OLy*$NJi6l(Ue!6qLcJuEPvuO?a?G^gY?Dp<+d*N z@MOBiV(L-w{-rPW%2KkC_T3fmQ;R!{(v2+fYhzbdf2J(lv)9V4;}J~z%Dabcji??G z#0Pz=)|bUOyO;e)539ZSIT_EFo64B{$ZCgOIcpPuwp!5H3+c=>pAEk~`@qB9mipP6 z;!aN*KJmkZ9PgYGz+(l|5lFgHNP3=0BZ59&d#w8ikL?A(ymNUav9jmr?lM_fv>ZTW z9-JF@6a*#pd=AzVR|hp{KC!WGjJ0KU%`er{Zb@s=#1sh}!&`Rpe7a#^Zw%Ftdh6;x zOelHnen?F~qma!dJx$I%`Y4c0y_;g6c5p$qO9Um&2pxpx)1Tvh*;E#N;#1?0m^(5# zqj6!|R5$D@Wz5yS<(hQFD`h^o@H|i_-gKfUumKQnNv8$UIJ(jtv$4!fQw9?^uM!=( zviE3Tqw>p>p0SKd(X&t6{nPQBK{Ch9FsJTYeW|^t>t%D>EQz=<_B5jsa+a0*p{%tCU6so-J<2bv~&91}I4U2&y)cAZLW7 z!wu!=dL^b9%WwY3S#l&kr>tpZPl9Ey=WvYurpM0d-@0sC1;+8+6DQ{8Ra}IkNamdPs?9*t#XZi>w<{X9jd`>y5v9}uy1a%mDqgMP5)0_R~Z-Ov$hwJ zloq8~LQ0U3rMp1{|CF#OAd<4=B3&x5NJy6;t%OTSmw=G*-@3VT&d(Qje zolnp6o7tIXX6~7}euqe)!8lTxQjS<@qV_pjEP8o$*Q zLm#5>*ft(!SP9&bFQyEEbvW(InlYMqdFFKT4*f`apYWouM#%$f23ncp6pBW~sjCkC{zJZdX+6m{`}J!|#?SQy2e+A( zpa-&&)_=x3LTgbgGiq=h z#CA9n2N26_eBKVF>OOGE(wZ{%;7Sss-W>&ePYP5WuSUX1HJVal0LmiU`D?-KFWl=A z9Ja_KS{uPH0xXIu9?24t+*t4JtS@h=ik@{`m5at5himDlD#;KDIrP7N>Ojp+d_#(S#s;te;z zs*4C~2V`4m4Zi^FG*7bzUizhaI^+c%!?}5-Efc_kVc$2SZ7s?^$B?Z<2H9;Bru?{P z5viX(B$(Jy^^FsL$o*0NdAfgB&_(}bAzVDt`#ai*2%nKz#m6jvb{NV`vF7yXdNWQp zP8hmJ4ai7izd~p_R~G6nk!pwglm!4VL5%NzX6MK=J z$>wdPr^zU#&tB;q<(t5@0#HO#Cx#C-B)DOg&VXa5P0c)FuQ#~nkB^ou;0w=MVt}6NsC7uCXCTo0;TnHc_pQZ4`q?`OyXv(69W3h`{$F3oR;+k%LhGA--;Lo$4s7S+Z@V!kDM+&@Y}z<&U5qc8vR!#e?fxVU!i zXG_0W1WRWaRZ$oQ?`LdP(LjOdws5x6$?ek5g2yO`J8}`{4V&1N=Ek{I-T}bgjV9Lv z9f_YB8D@3p22}pb^Vj%9yMqYdrejpf{|0=Y;aq@1vb(QXmK_VbXJ%#+qb=&;T&&)$ zLlJj?J^-ugCN6~gHw{{Sh)w%zQ@*ulwF1JFf7Ac}yfTmbkaG8K3faR{*qjSLvb4z3 z=C8M8?X?R(XYN7UAVApydw2pYuF~|eJt7L`Rtcu9y`N*03Q=Br45rh z4CSm83}qiA5i_1GwYIeE3BJLwv;&pkfv$EcvpNcr>GGV{@y@-MWgMXZK@_+^=3#VB zV%Cj*07L6ZRw>0dE@r-?^pcwfh^WFKt=7e_dDvLy`>epNqPYzE!ryX4Mc8CL z$;g9pLd(zx-doYA-DL$oEB0sIrfsu z;;L_b?}Dy5O2GxzwcOP7dV0xsx$Y8kb#QOMrtC{73$$}Y+{dSO5?`l>=a?)ihJekZ zCsyh$=W3=s#WC-7Wn%V_SeAikVT#2jce+hu@!hQ_m=*BSv4THmLbvf1+Gt?C)Dn{^ zH-rB@ROpnAC7`Wty+|eI`$E!HXIQPmVXVq*KOF^05X95lRz_~bsQAuj4w)&$pp(u1 z5aT!#Rso6UcuR#{`^l4hviIZD=;aUJUg*B}t}}tYTA*(4;Un4al+J$#eYuS_EXqZ` z5rn?W|5Q}kSA9D`Mo!FNO8dgsfHn6r{r7ZQW?>^*?}qbc>REfAi|%@7)xhvu6V?^q z?go-!e?J;hYpnDVT~*R2t;3%OJBj(#3gtD+yHStV;Zi!Aru~A+W$uKqFt<8t(=3zD8Rqt%`w_UvWG*atiV63(lw&3Ier#_5VVxe-z79x%a!!;l>sc z(SV=o8=x(h*_@ks*$w{Oa*zQo>>f9s=rtBMG%}jR@~3ZMQBS(6D~*>QU+r5QeBMu> zoLJf9-%{Y8mR&9Xq^q!8r0ZfhR7}BQ)Hvi)L@AUq`7OJCh>~^6v%Z*uFy?bkPX8|$ zB7gE8P@T5jWNfuA)3}52ZlScd*29(J28X`9{j;rDu8VgsJWN}T#-Q3u)-ognF@d=+ ziYYdC%r68SGcb@j({qdIZxQn0r&d!XlR3K8D4&bEh8XI8>ie4?Kgp&Hea>0umv&zL zDpKM}GX1{)MM~)_E9tdU!_(&eE$m52+WO#&q=TyDg3>?@&4QW*B+9m@UrYyrA? zb)u^s#DNtv3JCpVZrWn?pucYF)3)akH0E7{RDZK{%vSTbQCW51a5MR0CRbSC=@_(9 zFs;v_{&EZ|X6Uh<-MwYwF~VVt+{VJgD=Md8DF1?sGjkZ_ifOuCXXCjXmb?^R;gcV_ zj9fAURtqt^M+GNGSYY`HE9g6A)&+C(Wzz6UsLMMrV+767)s~Ud`q;asvfZa1 z`R4?~**q>)k#=B$%GyRl(TZ#YQG?(kq-VzX^A`Sf;RyQNz^|opymyl0bZWxgwBPcq z>{{MZ2~Z;wG@WYN?G}+?S7P&Wc0EIql;74jPV9)AI4?}6uX4=7k!zZG5uVW zUq8TovL!Zs>~3y3$?-KjHj64*uR&sh%6~|Ii={L!+=GBsG*ePwt0wi^Nz!;Fb_hHv z1HQ@`3UvzuAC1Q$y2#A zaqOE^V-nGo`yazaRJwn}ShYej4C>@*f`M5!EEA8qGYA)BpU_Io5Mos6DKsWwV2I6? z?>_t;rZUn~qs@WYgH;)RCYmzT>JNZK>7E zj$9QEXC3_hB_ijLKr?df0IGIX_@wh6KbpatrzbX=`{B~J3liC_n4w%@ahkKj)_oSA z>7#t(O5-$0L^I@G>D?anj_=%%jMazt+0f2Yg%ZZN@0W~b$|VhiC2Ymu}VTody< zmG^=$ovDLgrz$$wj(Vf@O&WPQ@2FLOo4LDsQhq>m-gj*^yZyTiFo#bRZO4~f#pNF} z&{t)~vmHt4fccrIw^(N4iDL9^@g8Ul&|4cZ5IiNWh8Qz(?yDtsC|&hkBh{zfGl+K+ zsJ-6w=<5dzb$&8dQJk>*=S1oLL=q_;Vb?S3H&5;%Sh6pQYqGR?L{pQ_1=!6!?Z@($~}(0FDD2cw2rA>+gi#7zqbVGl#` zEwNy$1CgCN`)Ez14Y8I0jL>kj@JZXlbrRl-TX_fBT4ne2ZltTxGLx$aZc3^}NM>L( zpY)|6RbelO0lDZSB;-^sC+AF4VhmWC-h(GJX6SJuS7S3kzKclFUUxMK$w7+OrYKO7iY4+Xu7g*<3VQQ zIyba`#XPGQvOlDU#a+`icO5oIr_pAweu&~&Y8ox+g&XRXs6EBMXW0)L<5SLI707%% zJbIIhc7Mv<*?{{gVVTkW2_lDnda^!EsLjt9tH-?z>Kx7*=dn2qd?^CK4WCr&^6{qW z-mycLIX6PM`bNNt?#_683^oDd9JKmy#q_pcKf=Si1mb*iS#QJ<0HW6A4vluWc~%0b zRsS$&5rw_v5CPUEVaSV*q6SP0`}<-HY|e+k>k zb>zzuUVG_ISmg7?$r>x}XyVqIxBYeNgI068XexAX46(F?r^iQDKPunxipt!393VT+lXO%-z0RUu4?I^uurQ!jj0kAG3kJ*Ij*SIDqNovxn-ZN{#2M zC59lUE0osSgH(GhRV^az+$i)m%uRj-SGwMMpiL&9eP~KwE)h}ncumMsp8;ta)QVn_ z4P+0iyA8x93fIhTbKJmg6b)VOycqDO=Bi?d=ereIs?J656NDrxdRWvn6}}keYeD*c z(Az_%L_m>(Ri!24seXIx{IF%oyn6Jdq%BV=hrin`PU_ON-EttjcKkdEuN5~rj|0(p z(fCc0wsfz@ca%2r4PPkxXZHEdMdImX`M-V8TDVR1?q_0mhf&CUF#Y7P$4B6lw6uPn z1DEH0&v9y+&`-ZD``T4g$e3~L{7pdCTBDs{| z;+n-#9kiJx-aVZlOyoT==h}!k8be!FCDpf7poT=8y@?HOH))_MEOF;PL5S4R3u*i^ zthU7ODnLsKO_RLE%ANU)x2B*ApeImhI$=CTU}CDEan zq`Tlg2VwW4@2jq$S?gI&ultF`9or9Ag=yUO-!%Hw2Q1>pD$5ZM!!o~-knF2TVC*Rp z+LbR^URdKD%K{s*o?=&3c{HSAQ65C#6;r4k(st<6u!vgneV~j{W53o9?k=Vg_Bs76 zeFn<*qnK4}V|K$MN$C54TsLxw8Nb(`D(7*_((N_Jz2|ukee||R7#NdC*aeI4jK~OC z-q+HTEq5GZO9HD$IH}?W{TgT{@AKyd1Jbht~vw z_2fp8Duj2q5Y4nvN`5L5Bzv}Cc{fZv@68^NFp~MVIJHyNdRh0bA@ zq(47$fkL6|9UOAmdU;|LqM=;6QrpB>v145Kl;8G5M=+1oyP>T7F)hnor`43%=U77L z<*$(i;0uUp409I->_-|V>tgXp9y&0-3rbP5=`CGpTVQVfT_WTyK+;mvRV`J1_U3;8l1G{G literal 0 HcmV?d00001 diff --git a/articles/ai-studio/media/how-to/secure-playground-on-your-data/storage-private-endpoint.png b/articles/ai-studio/media/how-to/secure-playground-on-your-data/storage-private-endpoint.png new file mode 100644 index 0000000000000000000000000000000000000000..3334c907f26bb09258fb74d879cb1f48ddabd5cc GIT binary patch literal 34235 zcmeFYbySsGzc#!O1q4O9yCoOhpmc*YNT+mn8H9j$-lSDoWCiQHf9?5XfU$83|Pg1Thl)zK4PY z{_DQ2qXzy5^H$e(RW=?bw{u7PNe6{vdOgcI#+{kV#H={5P$Hdz2Kj+T} zlkqY0)7lMG)>85IA8ae(8nmEnF1@)SgF5;7p>bzXO_r5aJ*{jO%d zhOi>(zD`&-tbjlef~>^FRb<7*|M^PbMN<5tg=IRP5d<&fhDjEpyJNgSQBB>+q>9W5 zlPp)6MlBIY)VoAhB#Obom;P3>xHw=k_N_}t3t8(q#x;VIyQ8XWG*+uTDvL?e%GZ#y zmb2A8!Dp}36Rq7P5j3hks0-0qxD=TTFx}(2Vh>{vP4cE{PJFX|-VhSC?}3@Ns(-e= zp>{-v=u74FX){=|>A6s&)n>|BsCY5W)6VtISS0pIB1`ak$)J8_cU%%Sh9FaNJBR&$|jG^R@Nsm`yfb3hIDDoQ} z;BDx;T#XCBHW5E&7_clrkVD!eqAMqa=SeqqW?H#RZf_vD$j*%{T+zi~@3~unJ*KUw zAYkfX$7*cmU}DbdY3B$w9|R&K>gi}~YGdw7VPbA+WiL#%-`Gk;VPz&vrNylXRdf_L ze`O`(?QE{*t)y=1ZDY!BMkOkODuIiv$b~-@D!%{)2{&d9e$aOisDZb zR~um}ZABFdaR+B}3NBVIRw#?4rTKocYUN;00q@h; z#KFx~n2HK~Pw~(3**PjI{;PX?mw(Ixm=88jV@Ec2Rw$dD9oxU(;o>Uk4m$bAfd1P% zT-3o)Wm7eGad2}sHJ5ZZw|Axf_b$v#|8>8ko3rho*D*6?Gq*Lj15I7PQ`!I1Bc){( zRsMAcd>U5x1t$AHwRE+z_>al@Ph*3B^XGN`eIVfWfA#yHTL1Ii|1<`z6cq&| z98BHd!;_T|rh-3Tz|6ta%1q$TuN?ebJf;@xJS=8hynHNN9Ohgs{HFXCEKmzBZXSMf z4h~~(vw!PK*51X{*xu9}-WBMa)e7`u#=*^D&TYod0_Eo6WZ~lE2VHRSo3L0|K-taN z&A8a1?9hMfLfP30>`G(Xe;*aRD>Kj)k1@L`l+TQZ#l(!yoP~?e)R@JD&&-&G2g+~E zZNhJC!Dqq$rzywn|F_og<3l0zchP06T)^|a{#^Qd zrqs-x{{Hp%Pg|=$hlzsX&#@3NHvRhwF2?TWe^(sz_4g~&SH||1=D>dZW5fRQy48QP z8Tfh3O^u;EP!=wJejczHpkOU6pimZLc5_a4P77XsGw9#R`&aKS4i>H+#?I!?Ex|m3 zxdI#X&s{XI`~F@7rVCg?wttzzf6Nzn_W#SzKi1*@c>H6R4`X9}}|ETf* z?ymoxuK&>t{Er&{@9z5lZMsnZBbhR{2N945NR=Qko@XGlh6cltS(#I@XF%Sp^L{{Rty65!HoR{yTvpeJi z{O2aI5lElcFaiVh-gjy(Gw8E~GKr1V$%G1QAlmx=#!Z5@ z<$jzgHwslqaS^|!m`OkYji7t%4@znMvh|fE%0|KCi~c4LcZ>Ps3tx+^e04_L_kTaV zDhZSnRDV8nkrIDCot@Etzf0u9!u<2Wmj2tqWLf5K69tmczfD4^|F&RvqWLdPaPzgs z2-$8<@s&sto)@Tdgq_G?g-UD;sfD@k&TtaI`|0egUiIDYuA5B=xJ)or$Jh~r2ae zLdReq>XO?EU-&Z)bxe^-f3()e4#5^|uZ|Kw zeF{|k%wv3cviWNED|;Od6_vNKP>UCKR7?y3N+t(ad5z@F+7CjM%mi8|X3xy_4~T?( zA{n$2r|G}L>_(~)G|{0Q;Myd6dtv*1`_LOSN=NF#{2-*WKcSDL~GTLS|8DJ9C@OUufBKRq?4c;8!TjEF6rNu*h1 zO0r_Vo|RW4!(^qtJz7k;C(2w5wYuKSONZJ`a~111;@M1;N^Xyr93Cu*`@5X9U)^45 zl-E^-DB2L)&eWb77M-0Ru6%W4dH|j$W?(?pa(ij>_3PIIG)gePnT$nac(7S%HqX4dX)XE_-vmDUBiWTgjaL(;qz!KS=nzk4pARfAc{*V09lFXyYHAL~JCjb|`}#WC9~`rrt|=rY zCm+dEdP{O29En90bzXNEFD5)X zIy&fMYyBiQNhad^p4(>JXk#$L(ZywiC>8}mM@OgK=*|NF#=I|nX)r^afWr(0@{Bcs z8VbdTAm+u3QU2jP%94DxzW^I6(yDOZ)y+8NeEL*YMk%!Ss8$_p>S?Ry$f&5YF@d}5 zV`T;$)DHygSW#rc?J->oCezi*LtkaF;VW8x$;t}#T_;6)Yv5B4A!C0eQIo6LSV*)z zA$f*J|j}s*9Tx92st5;i88~G^z`)c>bdYnq`j#s$w7k<_-z&|Un(LUim(vSiuzcR z3P;HQgS=A$)UD94WMZbuQkg{5pX6no{kQMYA}EiN!`WKT->&?zb@{s1IYnEBgkA*I zn{@6G)o&GJ0lu4spg1$i&1XaH7tB4l70o90|QvfBkKj9}+5aVdvl= z($LYx>qs}c?|w{7WcU>O=@X6XJKDm?0<{|qe2<5rp`mwj!}&= z#-@FJt1%CqT!aJ-pS3eXJmgDR*%KR^ZI12onwqX^tC2wGQ8$dSzzS2CaDun6kWgT& zWN`4tMAU#I+=^#ft7r@@OQN~9IMgpzZtbw-gl%Z3jJqq! zZYT1T9W*Q~*5vQ>OJ3G#;u1jD>q$G(wC2>gx#u-bH39Uh%VQ>`B%#4EvOxYY)Ojgg zoiQjYi@Kef%I0)UtPCww;_bl!icGk}Y_`0wuh2aCB^eHC7g{qbYS6v?Cw^t)m#&ZtE-zSnn|C-f7whp3Lf*M33;iOc=Os#qohYu8=UXv z7v5g1BgDkqcBeLa7+fWi@H-Q9%#(+8b_NnHL>k0&-d=#!^Fqe z+I1Ee8*i??%6))_Z~U!Ya#prgVvGGg{M?pCva)`Z%h^zy4Z1lK_W2l}9Hv?FG9mf5 zA}8n0+?jO5D3h{6;PTH@EuPZfztQ;!-NM+P59#kY%r}M7E30$2kP16cQf_}ti+-~Z z@FYlv25X*ef0=lwsE}3snFL!y42wMYdXd+SvHQbeP~%I>P8dwQK;5LDz>sfp=G(V< zbTD9uTwU5z98^!wlQ#-Pj&CO@BZFgWBa9b%RYD>$xUf%C5V$3k z#fNtLV~<&TWgI@DKE3%s<^0w@jfe;tBJv4-%L2QpFD4#dZjHj>;o-r?$V=_LnC%zN zNnj?;~EPg|jk(K@SOBQ=+c!&`Fw>!ZvZj8{-hwb|e zTwFL$c^yz^q6NMkkP4&jrjQ(_E0tbqPntfrwV#3in`E&UOIBJIPb0XgJWJ> zuK2alt$V&X!_(nAMzxD`;Qq#ouc^_L{dcW*H&5O*A))r+l?@4G-?psvCq)3u*k0md z`PJ36J2MC^XjeK%6?p7>28hUCQe&y%JqN5Q%sy4R9z9eGm{?^|^I{*$RxQB5CXM*^ zt~p3RTwELh^5DUP$yz%m@761HFuw<2jOXq{R3&~gUhFT}_6s$b*ukM2`q_gyT<5d= zD-=5}%*)uA5}kyPVswAJp7Up_U^rL`-#XW)m6er&3(G$~^9Jqab5y7YkXKz>F6WU4 z1j z*V)|GjpM6V3@tAk)cGPc+*?m(%39m!N~+4shGy^7U1x`x7r^pxaQSmKM5-mP7SydQ z_}^$G(lJ1vZBG`|v*MBxbFE~HGrk?gVY6Se0)5S!0W4IY|)7%*lZosa3LsM`@B_4SfH39+%*F|n~rn@dkW z85#@IoSiEj%NMGxsHGx^ zB7z^wKcRge8ri)_DgN;z0}Pnza+e8vJ^_K{^U&D1Jt^1CVM8(A(#0{Ga#L8OoCnM& z{*;WzmLQ((3OzD1^4#yQFP+nF^+(jx*RL5D6u9J4RaM0x^&^6OOiFs_;)16A z@})RkEG5(k-F0x0sXpljPt{YDG|oWT72*!Iv$R&y4$j^M{`-4YW=3dvlUYZexh)m~^V z`c3yQFCTwVEhx8Ik%AusByTU{{T9(hL5oNJSG!uw`VIGkf`V|nCG234q>j74!af>~ z|F>4EWbwk$??#NqL@n|7@&KXCum zTgA4_QKW)M&EDRVP3BC~)mHDgZ8WJbrnzTZ1IW_@ZV4qG6PxVM`)Su~T?MRq#D4x9 zp0cxJE&NjsEUqxM_+*G;G8f@vVxG>+Q{u(l-H4>y+xL6*hEE1as62?b~MRh9$8mudbwcWAY? zQ(-IgO3Qk-%-*sK!L4`9G&H?KMOtjObCvaSu;9dvR|JHFl$0+bQybk^fUj?tRPtt5 zuP-W;p%Ihv7U&Nn_j!I&*dwFNc8p3rmbM?y+T|gia1T6POh`7>)UMqBdpN- zAk$<}qru7m8|tg~s$5R|OW{=T?De0iZc15GHL_IEZDU=M+N_X+-@oy0-CbPXHNQjT z;Nv(w)ytOJ2SU0vNzZyKzJAaKS6M+Y1(G2fJw6j!DFwLNrR-a2bP2Y>&OYAh|& z3T^G*VM2Z0K3(Jh1UWge!7bmve`mNYEkg-4LtaP62$gvM0R?vc5WBi% z|3#LR=}2w_fr#&YNSiiuw@msI`LQbZ-2s__@6Q|$tV{eP%xmAQ8~6T_ZC|LZtxe?g zi5w60YxTbw1W}vnacGx`>+bYp5c*45SkQg=@Zq49({ixh#gfZ@mH>qRk_oK(2oO9x zyp6;0mwfodXgR76LnZDZ`uUBHjflt6DN^DQn+~K2f4y52iDxm41QA0=r4A>FAf33G z+5IM@$HNWzPD|Hbo!#9gV}<)eEq=(x{K_eOk%!oHIQkc*FY(iTj~-6f?Y|x`vBSW` zjLgoa0V|LqfcqdvHS|k;`nRbmLdeJTgpjE!ORJJB7g%JXkU1*Y*Mr46oS@g`lk@_7I%dSTCcI*R#$V)Hu}`{CqB8_52)bf!ci^2G4#K{-5M)G78LZ!Pylv( zv;Z+NF|n<)Q)2t<;$W!*)zoUNi67F|HHIr9Lf+oi2Fa3&>gH-K`08{_r$EH(@4c+s zDgrXtNLKyE7A{x~c*w7{HO;RM`8)nS3juf%RG4swv%mNnL^@CXeudP-S9YfFz+3=dLdi>y zOf7x6SX9>1dAdE}bl5KGE96A=Nse}ylcT!D0|MpdmQ-@D9YigWS8(M5?xWniPqSqI zYvoMaG1Pw6)75eBHBYUbk+Ic7VPWBtfd${=9~|quD@$*7TkT<8X!wKKR@i117MXXi z-{h<1p>uEy!+lPQkQbK6-t4z`$WH?AKTGIy=HHuZ4u5WdD1W0gR`T9Dfc_?;sYys7 z5o)mQSG4vc=yM6kY*l0!wnhuyH4tsP0W*}yW&cP%B3?tBI!m>0G~3CPGPG2yjEpFZ zDD$8P8yu1BoE-SsFsaZ^oS&V&_k>)eQ&dL>Iu^|rU#EcE)6??}yzI!@r-LlF>>GYy(8 z1>K4jm`i%kMMf1A6fn5XIIkCY4Le4%o&a;k9&mdPcxJ7lR#LFX32^BJG@AK83v6yq zt*{Uf6I1_6I2GtC?DdzW!Gc@U65X28(X%f_zKRp2`a$(cN#iZ@oJb9<_iJk_E+(QL zpJ35N?oQW9H~!uwd`{)Pr=X~KxYyWRu`%P|mR4NUXip~Wd_P!93XTg2@OiW?bwq#f z>A}VN2%^a9+KT5OczX7Nx2Lz3uW%n7AFC2wEmwgxjxRs98*U?SE+32eX$X70NWcHd zZBUbZabwVH^>yxGG9~}pkAt{+niin5;Ht@6~K9=((5*`GJI|H zcs`jS&gcCLMR#WM3&3`uyqw}-&s4gE#Wmp4|wGI&6JjQ4flX!zCdlbz1IpA_(nrw4OkBcX$8(^JjNIA*YJ=`Tg(&=5L=J zl8q1R7N~yv+9sLT)KtBbp!(LUv0y{%3eX6qv7m+sJ7PEr0@`BgwnCnj+3Rz8uSB3G zH0o4Yynl}}VLc_Itjxqc*U=<|gNG-kto#JNGnyMcjIFF5Qd3iFYiln8*bF=t4=e5D zgbS>cR?)VJ7e15Q*h2_b=u;wY>%cze`tl|aVi9g`!V$MY5I$W0I3c5srvy85Zs|Y%m%g6HEYGAt5RGuq4RZgxV>t_F`IqXYja#JyPOixT>~R%3Y}z%2Pn& zhTjbmo-Z~N_F``{TAl{h)YN=@Ur;t%=n$rY2|NVI22fbM%=Ir=rmXW-7#vx7ekY-y zZ|#XfFtD++#+(am($IgBmYW}2lt@$-K1_+$X8wSy&VU0F|7&+VN0OKWgR_3zVcG|N5v<(94z?+R?LRV zc+2bahXf#W_Vtw#%TQ7GCiWyGBp@(aeEo*cZ3`z;DNO>nM`I(S*V0jBO8~GM94QJ% zIwht6R!vDNbu_uop!xEA{TpJZg!BqXlQw4SIZ@Mvz72@pyaz66@o)t;*~p6{D=RC8 zmiVy~1aB5Ul9xbs)Cm%%gY0sQ7cXA$IUSkh#Kix!xA#2y^$?Fm@BO69dbz`bf$fZL z!;H^pPpo$9Exul(H||22Zs@OHW{(K?{@`fdXM69!Yb?z;;6G9f1IVJIqxoDnD2RCNKadG~F9TPGf_{qt#x_~*FAN~q zh`NRNaT%(Y2K}^H54}$|Ld8SSm$u7V-s+{jpKJ73nys%AJGuiPR%e=ENPaAR4cS>{ zy@5u=D)_R(cZy^7s}tho;}iLs@8fiAWzRvpQFI(^%8~RaH#hft?@zq$As7s1x;r3> zHgfZOyR6;6dvvsV7O!q=CxJ1mCL&^-pyT}9lSJ5CeVfV#o<>!;Uj4TF{fI;uJrBJD(`P8O_#zp&*-`YR5c{rH4Zj&Djp( zwlt;cb9I~?gFRypK&lSMRPfjgRJSPDqGcAR>e%3b4oHC)S2(dipcH2S1K0|%cnbOS z98^v1_SJiP`i^S~kC2`a9x2e1f^ZI?XSjRU3|OIy`=V&@%uf4vR2WPh0i#>GFu@Ll zbLEwlh0*)&0Ib&CF7e6}{*hRyyfxaBJ2|P%H^k1(-35@S>V{X~h%xJ(lpOfEI=ekT z+nbYji)D4F*VES@IFaOnk-+XIB$tBF`m5Ip9n#~Y_6%`j z6qHASAtCe-qm8S5)1^!YOn@m+zC&L53~qgWi&*|@s4mC;R#k`ARCRdpYyq}@yawNy z-!VH5$FvOZF>JYCZk}u=3XDAwbl+*CD0>6X)ztDXmqs>6I`RH1Yo?(U1?So_Cqlhv zi7+wYoEZcJdKzhGI`(x+aFn-<$6bRKbPqoN;gi8^2cXR83{O<2k??OpVv=5SYm9%3@R#??*K6WOAF`oiWkttlGq?`{WCvhm+IxCJ-~3^a)?@kT%!Im|ZgifJLKq=# zuN^LlJLZc;sFhDhKm+_1=`zME{Bz%sqzx{p2Cq5CcdtDu{ug3@MI9+$BX+p-Mp=s|x zmbyG%@=`#w5l{d>(}epd;GGX0%aCZO2r*mRspH)FsDHHW}7}`Uf z5D19xO!WgjPwUlkfGfhq=w>Z*A)HUf_GbvYI4(pwSds zq*~DV>1ixxmXq`L+Fs=1;#k?qB(t=%bfC1vxVJEP$BxO0mGf}VpsC483U>C2*?~XA z>FsG}MMw>$w>I(eD+`XTOtN{NUBi;2PAQX}*&5==NXdcShp3O*0LPPffT8g=FOObG zSeOt6zAwBj+zi)(;Kom@Ob^o_B(V71yJk{g#{yXspS|!<_Ne>mSYG!oM4FrdCrou; zaB_x{#w-=8tYQQ)<48KtrHg%N-VLIsn~Z(q+v_`Ub1F2|;wE`c(Qa80|3z-;9z5(9WFZ=YTNOq1)KlfDr9{csTa>?s8DLBVfk3^?Tg(${k+>^%bZv0GgR~ z^a*69&Vk7z4VZg4Mgj0Zi_5EynHgf$g6e*PqEvot#DF^;u@8SK?od;Hb-qs`QyzI{G;^x(VZ0ACeagN0EK5HoY9ddzoVMA24A$4a7u zgM*=1;n9E{(HIAgdTDFv7Z)Z{PLSh^wp!_) zs%wITs~w%R{e+OSFQP)X%%C~YzVnZLIN8cSWRGMNdj859V{dh#Z6lu8_zQja3ccLM znBD6-8tlQE0yg*D{3-13;|J?$t}b0rC-TZih&gm$jOO=4>=(q;PQ9 zQ+Q;dwcQKkg8r9>(!LjC6CVMvqu|<==wb55a+)k_KlK+Rf0m>AT*vdtn#J$)VwfJm zMyR}Eo>m@0uue(m1pV!^S8uVl?2C+J=Y4Z8a|aSbdt&LR0FeM-;vD;wERgz8f=vi^ zU@W~N4wlf5aSq7${{Fz|XydrO;pEuVi2nY5)zFlnAjupoA-8Q4K>mT$bn(}(Y!?9l zOMxu~uw{#Zv>;#+aOonzNgbN1sTKnJP8=XXx`)hc-G9~sC?LcvM@Hx99}hO4K1-F& z(w!6Veq}+?Rg!|NQL0Q8ZFKZWx!iRV>ppUs6u7f}!JO7Vc}{a~uF(jDQvk({+uB3L zsgaVB3IwMC1hPg$nL&b+ob9}c zh)@g)&9$f-(=5^b7aC=>IZWH`3b!q~nsIWpnVFf4JEcS*9SFx~H5medqHar=iGsRD zl*4>yRyGaNTUYCUcoGcoN^CyMiOE;4{h5`ER;rYZDN*tsGgvsQ-ny)agFI~i2LhA zRggzK*VK%MHeYgr81vwe@FB8~Abf*Fb^8W}F2N$qeA#JkIW|L`)4Bn22AOmmC<`Gr^Dl z_{g*@xD(dEexNuRtC@1IaInw`@qW`B4g~76Ae_>Aio%GyXq^+~(5w*X1!M|=tv|X> z&+RbA%G=x983&5;^3KXwZT6z66-Wvcf{A(B4pKb`fcei{&+e|QNe|K9@V)!l0h442 zXZ#|W<~~CeD@iq+^Cq2qD`AK`#ef{d2#2r67?Iw-f4`w2N7CoayN{{rasHt0z2BvM|dw-jKZlgo3TQ(1iWZ6lRcK&AJEXysC!>- zPn4|y&KD#}JvQWxS7-Yj06=MJX*oDO4XUc*1Xvm@q7b#RwGtLE!~3?ve{*EwEj?p3 z=LoD#k(b>tw+$P2MN)la60RyL%K_OLm7pLoFe_%z-k}U}89{m^#(8eb;?pxQ`74u&)i~1%A;sLq z+V~k5mZ8%%@^+)FOC8LAddvCrNd*js>g~1-_52fIy)R7Tg3EmR`#*%5(gKw0Imq#c zhKAsPWl2fN&rMY|HOkl?BTGwU054B)XeK{2lI-~+;AJ+fT|s!oIhbpOXnW&O<(%i! z@$5+mtfmcl#^KxDq8&52QTHO|7zR9YEDZbfgJ6k+?-k8iB9|<*2Zj0vOSC4%% zu(1ZSWwB3orebHDX{TmpvOt7?emo%Rv^&k6D!UR*Exow7cu+ZhnMV~eN0Xc8_847 zQcf3v^6-?#C2nrjqN)KgkbHolX*oy(bS?=lhhzZ~t7 zn%p!b?#vU2rq_pPApS`AyIXLVTK)av>1RyeFKn7!tZmzV#0>BgbD~?(and}qWO{lc zVba-sGs!a@li~G1o!;vH>%hSK@4HN9n|<&vE-uPWLcP6o>+JPE-KFy(0IZVh)gUC~ z33+gMI2vFZ3iV3s>j5DxRE;Hoh8C_XzhN+qUFUr|*y!P)t&6vt(B9GEbbEcFb!pNa zYDVi%WP96xeCoi|E#1g8lO^VIXE++hXJcB{yL&e?okh#5_-Ak?4EsL|V5LtHAckZ= zM=vgBN*)y*OnG=cmaBZR@0%wpmF= zQpTly&ribjU)w+Z%x*Hsk#pOZ3(;3sLi z4<|P`@il4UEs%(1nODE!ZFX+-5kk@-Sp_f+6S>AhWm6WqSCKAo4TeiH)`oiHw zz2xCW?yb**#j{Py5;w1g*^tH6%3?mUu^FCH!&dYP?GJQ{$)ETm#4><_={_K9=DpTa zEtQClkB^;<4zq{rrgz zx&acm9IT3I88V={LrYQ!ZgAUf@9KI0FavH)f3T0?9hzBMb^suNKu||T1%il(c(Oh5 z1o$K|TW)M6{Sh#LWT2G;1PHb+;@Qp=b?3SHNTwtjfL6pkNy*4qZ7q|xv+Gk=S69Ey z&XNF%=NrJOgC>$^!Y%ldD;|OK0!Z~hxKM^7wud54E@;4Q%#bvJafq!s8ym<9 zL3$xevLYj)E}Ni5mua};mBQo%*&lCYV+|n(kZA7T$tjiSq3m_O#j_aR%? zJdvEtd(IcMmq^}7J~D$x8?$w!%8MRC-olp5<1Ts`^tf#nTLABu1V&T)rLm#yi~1s{ zhE2-yYTUQB<>i4(^0(>GJvvkuWK!P-q3}10aYtC&=dSZEOvM$xDi}(*sXWGg2L&=| zwXL2PauY?n7}r!+xQdM)Nae%iFI6FZLo-hHk_(yG8I#GIxjw+W1qKB@&rsR876P;! z$OZvwVigx7^(DUs3&PC8G6c*bpboA43{+HJfBJ;eba#6NcP($;AViW1()p$VZw6oL zi3$8>pR?{DG<;x33Tr;xT%LA(dH(KWdU_Px2&v^MfxEf@xaI^0uU4JmkS%}#+mFo5 z%_-T~o&b;u?31s4S3JQ_$k7b}cEB)pQb0CBP8?Kg%uYw zr-=9wsTQbvrUWU_F>#kxG;PASpWfHkl;Xkg(SYssYOD|!pn;D8Li~u3<5!NtpUr=9 z1WwqH*!C4`{oJS7pTUm^-vX}*)GP0F%f?2eq@}6Z*pw&ZxlE_vJFLa;<@*3#T_Qlv z1xmCuT^9LP>UI%ljZYM*b-|poP5P3>4|e97ul?+!9`Mz9AWg?lrdyFS$?bS(LHs*- zscSsb!*ILyVb%uOv8ES9MzUa&gx`>*B_tT1J|ug$d0`57>o~nO-0F2){uiZIkH-mu z>eI>Iu7^En7qrV$91;%Bkrwsz_r{ob;c9oO{)^J{H*4~M^U1yQS4tu8%*X4zX`y~) z-U>Oi*=g>4i7BWj<;;F!oK|l>HpMq_%)3vkF5S<5x!=;3Y?hrVSk6vhe3NI?a`~%s zOPo2$9ixg%ZXyL=IM>K~27%Ah1fhYFppPB#ic9xdqhjKl#VP4%0o{qXgBI-^`-tkT zAb-0AN_N868Z5TN4y_R#Ay258nIHLGo&b=)rNAwdgp3SbO>KnHO<5y6JRHuY!sT^9 z^)TDuh6ea8F&j+~>utx`0Pl zWncp42(X*&CzqF(uV!jl>}S6s2nq@U9{~)8O=|V__V&urY9IKjr2G->%S>y53PJyC zJ`kxG+1h?cOe6qwfo4&WHSm5swv!Z{HiKWDLtX=YrZ_VmT191fdE07Vf;?^HR%vHL zE<7AdNlgtRsI!?shXnGqC;)L11|i{7TMxj0#>dBh@9k{|Amw0=Jic+G*YOYDLm+uF zHu$mI-`RN|Q1HXvH{e2v^XN=WO$~RcL30@3V_$V?7#foE+Rr`<$75mC2+-hfDu`;` z|CQC8^o{dJLc9hbXRK+_m$P&96_gli@D-2{*`z=?j{Xc%#FkAKa_KE><)<+y2U0pF|JZct}lKw*vlL`XB z%&}GV11L7`rDe}RmkB$Vy+FKlpaDdoKThV=35|>#w>IZuXD>MPG;H?9rB_Z11hJha z(_9j#r3(10O3UXr$^le-8N{7g5o+eCp)IvKE zynb@hM_#Q?ZJ64q_Y|bN;|jxF@eRoX@`%q_aWw-a>Wm&njCxOAO_-ClZ+Cg--?;sUj3-!Amu*bo}TuQA1bnV(`l{KEg0i?Q|V1<<8%aA1Kn z;e5NSwJ??Io@9wPsQk`RdVhR$WMo$&h&cdW2b`YXrZ+!D@2;s`*_gMFD|^-I&S~iB z5gCY{Xme!bvjp7T@ZJKEb+z>v>Rf~HoGK{^3ET<;wdrN;%%}??z zVl&{f9+i0&IxsL$R&gm$v@msl&c7-6VXESwgnIo#B~=~7ko?7B|0m6X7SX#kAJ2yS zrhS2XT~||ux2TVKkr{Hn_^3UzuCj+CHME zrw1M50fPvC-sVVNk$$c=^Z0Z;7cAwT&!7WtT8kVwk|ANc<(>C42Y2 zY|$tn!=V;hL`|ffGHQ9F=yV5@;*gyKcJ0} z=)FtVlpoiV`|J}r`7bqwsx^GoWuu-ZwpcuinA4~+J30sX&hm0s_^X8$zZwvsY~=ER z9myK^t3bIFFyC;qJX)mngeqFb=0loAUjoQg0LC5u{kx2@o~}*_2iWvLAO*)Y>PBJ) zxNL_qAAs+RxN`?VbqR=XCtLg)$9-^x(JDBA;L#B*JD9`_%Yn3fHR-cCIRTHo55Q&t zpc)hK5*yPsHgQ{OQQJa3znQaDp905GqwDK7$38whT-m=ly3my->=U@31+*ybXWE}V zG)k-|=6Wk@YrBERaoU+=Z@T$CgMx;JT`T^B{o?@0Rm5#xGF}wRxW#};r>BX9SQq>2 z$3KCJCvf*1%==`me(9aGq zo_)vsg}3l<*s%kNpygO8XT2o#^GcJyQk-}3_hXGzyXA#!e-ddRoN`U0Nboi5>{|mX z!545V1hy;)sF~c5$3Ton`Sj^SyXooz=Ob;xxM( zvj`gP`sS3r{*6JR4h)B~6LbVS6v1{QNDRLBXchtjQxhu71un_Fb%{+@uHZFDri1UT zRZ433wt%}2SsXhz>otSqyB~o{Eq3!>v(8UnYdjCOxWVGar3C;DXc2yJytumB6;T|M{Qku8l>(Xs&FW%8)f1@EisJ0gr{3e6pQTO*i)tv{qpHRBTy#g z0~!EQf*O_kylJ|_u<;GTy?8kZ?woOl$Sfr?5IejEys}NTEfC!UD?$Y(8HlqXuK~jV zXEOl90c6?FGE~5i(SeZzz~D@QG>+hpo*e71jGI}3Ew;yXJc~aSa33K2PF+QKregH0 z;Bw3y4$$|f-vx;2ua1?0K`#wSGpyGc21tVMlls)h-<5^FXDpiGT{ld$FJ!|uH8p)i zDp1|;qz8}#Hap%i{Af_=g!Gu`J}{o$aepASyNF*yf3yFV}{H`k>|7Bn_(X z>3JW-bguDm3Ct!Tq1X)q!ka{4pZJgJx!Kum{r!)?Z8AB-9NSuqao{>0C=3A4gUclk z`z{T8^>SlQ|L|y-&8~0&?Ru}#JW-GrMTa&`Swp|XE{sf!4l5KCh~)w10rGm@ueTNJ zV&RDhMnkgzKmTSEcSA-7B@k5rRaE@Tc#u&8+04ONI_>EG+8RDDD_lem>7V=-v>!JuuG`= zlJB(2p7L6y2w72qse+R|psqq^ts@aA9ojpn9j`lOi_veN6DaGb0!5kTk>;oyj}}u> zvF#051YLdQGX2Iv?mGogPYH;sfFX9vKs=d0$Y^G=dRZ+~{%*F@j@(F@zs5| zP*YytOu{qixDZ>&O%)#>Kd-9mMXW`g2B^PL?a2X{Vmzz8C&d#|32^RT9G*H0<^jqZAg;+km4v76gp~jckqHvX5fl%fi zP^r~_38oG{mwy3yJh*6A+Ek>yD;z)23-R8&YLlhi-5=61gG?(xSm@aah3|=GD7@%& ztnVXN%bu9nI0B?Qk`!j7l7kD97cT>0;pPB09hWGQ=cQ$Atz5%Be@!$x;&VWJr;O@` zn}V1Q>NITjwV{EdcMJ!x5u~j*!RCEhP=b?Qz(1hbPPRQ$nVLZcj}qnuUR_2*tI~%V z0?rw=Ycy?PaY8}YpQ2WHN$cNgR&UucbCkbDtnf7B&*xuNtp6n6|0kue|MzOyjf;F3 z2F6hM;;>=BQl}FkAhF&(SCQ16pZnfh11uS>9+ms>U9cJxF}z)3IoEExS=QawMs z702*Mh0jE!b?S$sI=K_)Yt2w=qQ*k3Av922dnEBGAJkuc)@sc8*s774uu>=Y-;5lV z057-sK)BLpk0`K=g+rjS}P^~Ht-D1$>ZJ15WqR5U;}BY+)0&EdYo zS8UjdKoyMw^izQCZ5fn(0b2c|BFd$}kSdx2@MWq6pISNo91gn3Y5&VjX}I{6FBMd@ zir$@!aMFr#<_5sk@YH`W?f2)@eT+|0|?;%dUl~orv@h6Bn6zzmSh6A49+?Fos zmRtK$h^Y}eWNtO!a@igR=kp06T*d&+wujE#v6<8X7{4V1+el>(}~q!I8) zljZDCpwin*>b0L4M+cN%`}Upx0fGco^vCyJpg;*Y6Yzf2A|eJ%vT6ZqMh?ipSOERe zxne3KjXiinf3-X~8Thx%>j_ZZyau;`UHed<0}K}F$!{s3AcRw$e=CkO3yEz2yAB#? z2&Qd$!)f%=&lXI@e<*m=?`9lu_X7lrS(Z_CfgGbO*;{yOr$<($jSWg}#a!DXxCt>m z&7iI-Ft8XqS7U$}hu}4k#~Fe8suJ@tJ!Q94FoHo{vdp|;OaTv}?x=}#US6C{$gGG? zcuo4(IR1e`&JScmF7g<=H%`kM20fp*57X8Jc*x()h5A5qFIv@ZLiyc2*?wt8D9cNz z7lmfo+pTTwNUpUJwMXf(V7rg)X>NiBVkb zM#YKeW(uc6Me5c>s{A7tgXsz=i7Z zH6G+ovMtRP0RcDpw}OeKnheNR@1+Vh9!|&((5!_VqFf6%|7z6c_9sI(yO%I7VwcM7 zZ8&FLFm%erjq_$ji}K{`*#~k%B_?xghI{hWo`vgUO}}1fCg_}Av5RhK2QRxloyxp) zZ5hlfDRmK#E}cRxVlRO8kzvInOjPLWUUb7O=HBO3*1k2PlE)#&1#$~h4RSKncz%kzVliH3>zh}$C9^B*NjV+mOY&O%*<7aE$O_pVX zQrWvBo16z-O>B%iEN%dL^}U_4JU1&Oe1KX(GPAZGSKEFwYC9DE0Y!RWgiIih zSkRpW+yFlSP0h_gnzfa>o36C4rA#Ug1h}}=C#TLpFolJU6?k7W)`H_^Jv|Rz?!d#t z1H=mwW)ggV;x7#1P-AQBLT(2eVq(2U_nLll0Z@=8bI#Z|I*J1{y-99ZV~=>xOKym6 z6yLb7jFrT0qNFyW6By2#T;vd&w2Ug8vr;1YgPLlVYgYr)hIfcQ2(8O_15Rtm(ESjC zw&BP2xd|B5G@m!$^P`=R>vcyrGAbpQ;rKxGvzfkg#a-%AM zf+}p^;b7%;-oEnxSJ_!dRn@)w9zh8eP?0Waq(iz?T1n|{>25Zgl#mYTMggU}yEYBd z-Q69Vx|8?)-805HW1Mlvg@0heUVH7i)|~TM&-3|y=M5z6(4*B%H&g5j+AgfU*jqHs zZ}3qp+;l9h+JUOLv|6g@HvYFvyy4yS+0sgmWKJI`Mzl9+uu$-!^W$HiBVP!joa1?s zVy#UIRH}7zG{aj+S90(5mPpXmjS!m~!%G$vw5W>>6W85L;(W(Cc9N=53=+B8;uqE~ z|2`|e5DNL$p0z2TT>NYVZAW{&+^FEdw(tBB38{7L3|m&#D0Ra9z76woyO-JKXjwF6 zvkd_i0u~d%fEXTgJMSCEvv}}R%iQ33czBEfaU}Hoia#*4{Ug_BYin!0 zfc(20tJ_*2X4*?j#i??lrlfoWG+rjRd6w+Aw-w_&yz3!DxjBGb$pB-RNRa3sXk0@B z)SIOw;G?}sDbZSVNA+%NK@qCk%X@q1_U!B_bAj|f4O41rY5;q_QWV`|gM!jXq;nQq z&dz6xaC_9q`?lP{H_4QD*bk@4>5xQIdt)MdQ|QX{Lba;p_V20wbA4TmDjDg>RQ2TK ztj;&cRyJh}KjSf0zO|3mmk}m@oo|B)y?8Z^ zKCC)0uoomm0gs#243D`+*7bUg;HK}Tf_N@2xHDO+5jcz4r_O`C?T`+KN{m$Q+_xl@y@*fa{I*s4A}s(&Ko&g0ooCP}Z}@tnfZf`j>X-|YyzI6rpL zq*sz-FSkO{Y*7A=_bKk_8g>C>>WC2n)o5!J>HEFBdi3y=4$ot@-QS)1BDqpOC}c1! zAw|?XvL$riQtx`gGB$`gSL0WjCU4K7P1^O^Hsc%o8$5B>4TJUrXUDk?@!J*aTdtT%f;YvTn31*) z4$ILgeBJ&19l9)wpgj%NK9uij51v$6@SeN4x|Zm+xSzaO0TL;IFBIW@Gag9nKMDy^ z51+CIXtK7pHn1btdI=s3-MNXP`@64l@E= zENtF9$jS^XlVc#e$2q}l!;3wTPGB$OPGqqL?{T1!>xSmhj)Xlb-(7D3M+30w`CpFOQageX6Wm>EoEir{) z*3yv#ujzml_js*^Xq&Vz%PZDmOa&qZx<9>{uH9H)B#s%cARmdtaGL}Cy5BMwk}7B- zzbv^9hkUVsVusVV&KvY?%JZKdwz(g7)6}1Yxe5MHn<{*OFD90Qojv-k0`*R#_!ac@IDO}uUJV{2j(x$REs4Wd)p4>Z z#P79Yp;L*qpQ`Xx!bBt6dgi$$sgVcq$C=2VYLk`BuEtKum$zy*&X!ffIN^1A=cRit zipQf#3{hb^?~2haWBv zrePm-(g>`&0=ypm#1mjeY_b%c2|^2RX64>2-4eat9ZU^-pCWF=w}^{yXH=zOl}aDn z>Hk8`y(x{A-{+JbUFB>~ws}%s>iGrx!ad%J7475QjtuUw@vLMStv76QsEybMf21gQ zvZMw#BWcMM-lUJiG?Wwc@}7oqV1)Ood}HOI{N|aPBmbHxEAwpUuA}*bZ=WnmOs(rq zKUc0hU4g`2#oAx-TDIfc$dDUnq4oN6S}bjzfm0PR&=hrlC^}+3E@bk#>HH{!NbQDl z)oSqAV+ukJaUD9pjbSOZlI=UWgq5|2C--;B2Az*pBw5adxh=Y<3h+ivQ8*{&I1*oZ z5Vw^|?6vO(wNou#_4)+*>Ue76Fq7#gV|sAR#yXokrO)PFIe4Z1PVYUQq?d5V)_}s4 zg5~8OJ<4bEJwd`omCqhC&~H!Kqt5q`ATJ#(Yt|0xrW?G#Lg8kgrg{|@(O_{zPwIh7 z9l+X=g;^LJoL&8Gw_ufwSLMrSvTn{^^Qb)EZOOcq!`W+@)<1adCF5UAz+( z`9CR#hcWdfF1A~Q8*FW!YuljaJMOCW`E##Od4BN64R+V<)1>tA6*XQq63nyNZuD)l zqKc#qb?lm&BBe-kX@Rhb_l|9%YdyJyYz$u(h!!eSRxs(`1%dR3&(FX>z`FB|=uAn* zLc!G-S3Y|H?4O2_lYjYeEuL_H_cQk)ty1%rL+<~YhJhE&9zI7#!iSxmosu`@gsi}d z;4KEV%A(t_3Oc(2)8Dy)voGqQ?o-EqsR2i(giqdt<=f&_6<$=R6e-m5@IP8rMJv@d ztEd|a3XaHD7dshs4Zmb)iQ1%GIdiu~^6uesw~=cEKX;LwdoE z9T^s_MpM`u#+<@aFx}LhEMTALvoo6d%Z^cfF7wkv!YMKjGmPsa8G}z+%klu9Bj+~R z$i;%eQ=P1!e^Qk4Ha980D=E&y&2?1+Vge3mEPn|8A#$zE;Jg_BW`pEyUjO^U6Y>Av z5V@0)k^5f6%3-F`YAuut#~y%*yafxjj^^6#tlzwSk^iuXf`h##5?%dz+DRC!2G$H9 zSRXgN1!ntX3m)NZgXrHZq?w#08Bw@Z2*)P@}~LJ_opYmvQm z)>TUY0pfzdV{Ud&33a@zvIOO;i-1U@UDRpxCu# zAIFlgxFD2FwW>|1eQfn1m>T`^bjWr7W|;^}hzC|w!)5JqvsblndA%ZA?9t}myR&&} zs$3AXXrrE}Ufng;sK)oIBXiNirJ8SLdpX3s$fIvM#!)zy!*vc7QA|Xa;Ut{bYz~7@u!4ZeC%WT1D4WqSv{%7ymhknqL#GGpee zL_y^GD=^BGTK|n3>ff--e$tmmMsR758|>-eV0MzmaP~D{q}3aFQp(Zevk&*-Rx)Q+ z{2Sw>1GZ_==nYn7)K%#(0@kSoKMVC1^fOFdtUQrPt7xu`r1JMipNzH8Kh-gJ8e9SL z_5@xiuh6fX2Z_?AlQGvx{TU%Akg35KAQx$~cD;;aR>mXi{Y3on%^_POfIZrB{PQz; z*Fy02RAIWjCT1ojd9+7#+l^6l@Ylj+c$e*S-PWDKl_9*RVf)n7JG1C&^L@UyztWE0 zrs(p;W25;xK6J&N!~R zPz*G>Gb?>tB?ufs2VEN`Qo7S}Sgr=`Zm9OC_B56=C(4#9U`La@F<34-lggiYuq+Fe#n zZ!808G)M~%B(OUYo&!RvCt;U;q9TmfX}4>=Kgs2CDPXKsbUT+Nj7mX>yw{n8bp{9P zT{C7A$}K9Yc3YW-m}#A?!&lfT}X4*>RIzta1@ehxElo3DB7P-HXz=xN#aw-X*csT<4C0Ky`d z6h)7l(ZTcOCD@Q@-qe*0LM2)T!*@E`g1o3&rvuT&WZKdo9bvoW1?u0I>b84h;ZzIQ z*6b8PuHhGKIvZHdhB4ziqjF-`I6BtY+NAnm1?6S=!MODEkcp>iY|PP8Tc_~QjTS@! z<7ea4?`ZkOLGlSaS~{30j|O=N8t8Y&8RIX`29`LtIaohaR~-}NuC1$!Oi5`A3wPFK zQxY6Ka}h%Zd8OtJK^jC~Q2%bj<%$WNjS*SrqyCA7#f^nHu6Y;V0Fr$eP~<+E zZ1NOpyjU1)gt8*Izr23p?Tcc6I{5(QsA9it@x?rA1BViOEYMbkf`O3L_C?2aP01hK zGYV}`Xt2gUD@`{^ikj2n66hC6$avl+ka}EtgF}n&;_4tCPVW@4f9+G9cRyhy*<2C7 zze5TProRoq!o`I(fAGGX-RK2og01#H#ZJI~?rcX0RWXxKMXWUcmiH|w+>M@XMd~AD z2`b)2P~Hut`a1JE8RHw9!;SclP|iqsG5i$zCHs8t$1)_4d6U!OKDZflQ<@soCnd_y)aGb6e!_gc1h# z7n}Tv=xMN0I9dR24A<3yEqCJ`8bldoDW0GuKSokXS$?edtNf71b5apcQTJ2*8yQhn zbD62z*Q6H%V~-u#O7+~C#oV{rf}-49&MY$v6*0}2&vF_>2FXlnULItXw0mOrW3-Mr1^3a2PzjCKh zsCDnn)We#Lk~hK?&YI}Po^gj-us06Am?X(;452T`OW8{(UEyoIHGGN@xq=V3di8qW z!0Pa6*q!BDRvoA)&a@SVy|6c)D0HtrLIOsdodxITH#VCu5Oh3G(7kwGP*YOb)kR}fR?U7? zorGA-Ri*$Jg5#ymP#{Y<-p;eXJc6b5T?;11cD4>ZVSrv+CcZP(PrX~i)hVST_W=f2 z%gftewrq(%Np}FzrxLx&^5SB1Zs6GJ>gwT2xKPO(2QmS-*^U50uHm2Jn8Oa%zfe0# zqrLVOZ6#Z9NlVCjz2%vO!o?vP7JQgrl@myOUp@L6w9Y5UiAVZo&tyur1_@7~1q(%k z1`)*-X^W_zcB+#8Lp1V=Npb5^Nz0`!CG|Wi3TH8Si+8$bW1E~aip30s?Z}igKi{&% z^tozfGpNj)3(xiJT&|uxcB<@XF~EB?pv&)8-ou;gHnsm)=CGwC27TNT5%uuNz^YB* zvTfDH>URVcS_VO7@TR0k{;fap$_nKk#zA%iVDb<)y83v9K{{rhIkc0o*vtroMW)O_ z71-STcp~X_NaN$2)u%h*&!!BGk(46#ON` zG>1)mVEA=#c22=nhm zzZ!N)&5j$0vNjVb^z*J9kFB2MShDzlM2@LpLp}pwZEOL)#Nzz630}Ah1gnhMe~n(5 zrRn3KMh~V?L`*{Wsi}hLSSgjZXI&iN_9Ehc1lH9NDl3PYPFBAJ@M<=2CF7pk7x~nK z2{5u)U<0%WS%BUEU@(~{TG~yWz}aa>43IJRp}{{r-wWM29S9)sbKFRtAKWJ%0BVD| zsOiyAT@@~{2V+)AH4qO!-pZ-l+&O?PHaF9ScaL>E5o!{|dyZW1201#|yI-H3Dsw+; zDl!>Le>BK{^4xNIHYiPp^n8CVk6!rhlxUg{vHREk^O*YHmUuT;Ibb62WVoAYW<@^Z z;;leG>W_Jdg_4yAfvJ!$tHAdtGS}dqKF1o=&TrP;8GLhd=J*z7s@n9uPpuV3Lhv$% zWs~wWD_N3|l5k2_eYwNF8tL;t;a1VCnytf3=GE5L5j85TCmGe=mIam&haBV>A-b)* z9iBp7Yn#V-}O5(ZJekHd7>jlWomvF$#F?a%Eh;vTy)uuq->AaR1*KR znUlYPBq881k@_>f7Lsd!nv~lbS|@ZnU8HNQ_zH_~UvJ|j3jC^WycA>}k{#LJEP;60Rf4nFxG$P0(c6zVwGwi4G$iTjb{+ea|rU+bW(;Kv+6` zZHKO0_e%@i0ma8Tb}&C2)VaPusB{?(@2P=7P!aNM`R zb@QA$UW&z}4Ijgh3^P)hE-*h>cXj?q8D358?Wne|~mWjy=2&-zSY&%_;?8 zQl2yhdU`D>S_g(J0i;oGmn>7prLOv$EA_bNf?Gn__Pdw153}ocEE;Yo{M~@_kH#`H ztGQ&LN{L8{(*VwvC%xxK-8pIc1|vRz*&iy_8_OAKEq#Q8ll7LDhAS>QN9MsS>2ISJ zpL&IbDN~uB5t0@@`JBMfo2WCrYdnH&;g0(}j1(7d)-$Ny$ty&+&<*U)Th<-@;Hb9x(7T>}>5w9kt06mv>giC^0HKba;9p>HR%wpKRB4AQ4Nqx7-;*!!@3Co-kWB zhG=(GsLs(+p%4-2^=6z7bKT%R`)$#z_d!omu8W!vr5F)-8k(UUp+u+4+Pd`hP-5Ab z7&!Yu7jEpF{BhAEJ-e`Zzb-#k?GH0*!-~=TMWQfuJa%H((bWI@C3`~sKr~fVP3yWy z)NxA*lR&ZGlVmQPCLYm^iX{#g=wDwIYt=I*vf1HLpWuyWT}?LM?Qx~^;nZ=f22(&& zk;rZ=bK>m$8SY>z;q@8Gop%f>1jafIH+MWHrxhhtjl+w3%c@(y*aGzur+xx`p>Wpw z=Y+iF!+YF(3m=v`g59q=;>xY&2tZvlk;8o8{_a8uBtwX;>(C((2%!2UdoZ)EyZgJ> zW^3#xr>2!O24MGh++krUE|Bh5K&NdEO$Jr=l?feBsv?&;aG%-j@A81_Ug?{Fz5HoB zO#T$Y{{y`)GjJMP)X)W0VH|(S+85ubp>)sPeXWpB6#Do`LUC-87jT$t_y3 zU~^C$MNnl*j9B0DnP?k~AC6^WPHC|%mHDNt>(d-8lS5R;Sl7S+>CeIo&v$j3(yD4r z#;){TeQb!zs`%-PUE&s3$Iib|D&pKmv_p2*ODP3|eOfywr(*VEOnjuDExso@Qk#06 z%%;!qIB{y|7fbXdBdNl^|H~vC)#!F_7Yd%M#l;EIxa6}wC`Zs~K0|33b;(jg7yL}= zSx1|LIW9qP^(D$;L}{vPQWRJRJ%QIK_IB|Nk8?9~b4;?deL@9&D3H8_pzWZ|=+*mA zWMYwAOt%imW$%8X*fAmc{FS-rh6I*ni&qxX-oz1I{Il{ov>oM;><~>OWQkqvl{F2AS+$G>?!hxQlnG$d^M! zdpo|BE`46?a$9E%rJyIxSD#6OxD(&NSM>2aS|vp{#^Q@psWi-OpJWvpbdQ&3o*WM& zW-9o?=3;jf)VFK1iE)ON9tdu$*Nm%qVI+uja<#< zO-~?U&dP?@?JwV-$9TXL;|8imGX2mGiZr`{WssCuXOYERZOlkc(0+x*cs`GKs2I>P zJ}_0L6S{hf+6V~Pf)9HH6cRIPR4kVb3IYRWl5(@DD8PsT8TD7Ix;^Id;*t#Da5cNK z)eVc}yIStOkBU5^H=no#stk+jJV=#U@8oPP&!7Nb)M%S2gHB`paO&W8bzR-bOm}qt zy)FelepBgD8|Kwg0I7pfAVOG+#&=g5)SP6-zNB}l-=jO(ol_#unVfW|QWBCD^nR}) zi(MSGLKZ)UcpMa;8Ik4}I>C@ZP>|N4)w%Zg?5Op+kw*2h414eMx}`@zhQELm(W2jl zfxToY1KjJ+HI~64iwJ9;EVF-M-r?Z=1%vgId5ZO=3A&)S(0aU6oNBiljI;FfFV@qa zv1Sl6J0Z3zgW8YlA*o(Nq8$yPm6t*S&jWNQP`BrTT}{2ET&J;D>UPq_WIV!hkbm+t>NPgW=t|QTMv5%LJLO;>`MvuNIlh z#X0$#ODbi`8Wz_%6$>;b{904Li)76BskyG8MM3cA*b6?mB2Exk0h(l%ku6SK~G6V49`Gc*%NlH``FU zHyVALsQO%@__LYJN5j&Ds->IER@~}ZS7TYL5F+b}s*Nms_P!C%nCn zJZp;rITv9y-q-v(nCREkl;(O*ui}4VYe)$Mn$0at|&xzi+(1gAnm@|Hun4cO_X1AIThJbkv?0KJLW7UfW)l z`eN7PxZn?xsu~Y<6=o+x(c|T$9X?)bJ644he5eT>B-d>@mzG<5aM30E5OKs)W4pjdASk~Deoi!?z{dT7qUtm(0hS62c~T* zkdM!M^>5Dod~tGm{H}JFyGZo&@uybtOFHPpvUIv>aO}G}nLSB56;;*W|CQCxMSNNF zGP#d8b z`UJUM=;+LW?ag}JvwEx)Sk|Xc2ao`43jU<+-JZ16Mwt9RXX59^qj)weinXM(8s{$- zyqu>0SLpTO?cZm-brWj9;qJo+3V`h>8a?!LAT9SDtIWEN{+Z|C@v=D2D$Wll4sElq zlG@DXPc1(|B+j!^i^eK}ln3o8fp=bT*%b|~$zvcepE$+)bdE(#tYtL0Ju}gy$-^(; z78xJ!q5v!<4rA8BIQZR-?INXctc@-uR=glE+qk}sIvLo3JiT3x#nkZtr`P?+_FT9sJ3GZKI3ezz* zJ@k*yiqiD)9?yUdgQu`TZ#E9Ywsm*#MGQ%&p9Z0AOX16nXG_85C*StF*Xr_!DtQgy z@3bM7B+zSk5~Sf37S_?}rlXoH{_C^M{&>Mq{E?iP9adoRVz}5W{yjX{V0My~WB;#% zy*-7y(&IY8+fkwjx^t<4c)@~MUL(jc-MOl=6TguXe`OR&13)222#LBt?nBvamTHD6 z;bO}3PGOA|df0*thLOD*cN&WxIbc;|3bBZ87%0*pVW3KClsXP}pCEDHB%60TLD%Z{ zq${j`(bH}t%KUJLK7p}e+^V|{>Wzr$D)pD?NmEZA&DG@1djj7XFdfj4>vOoey4D}I zQm!+jQh|QI)$tStU|$VcG_ah34K^`LcE1gA-{%4TcOqq9`+)&GA4zIzeVv7Cf!jMi z$88aNbMsfPUV%+&i~%kVl*H|`getFaGE7i6zy>dU4Y5mk{syo1l_>tVY9$s0z)rQ%hQEqroWdz@^Ljs;(yQK!* zgM&1joH#=FjTM5Jsi_Zs4C?!;sV@4oFm|?FqC0x794{(8ZpKu(+rvSMmycud_ca}@ z4Ugo84hFyc~ci-Pw2UnsB@XfkJlx=$RYEQdd4tD^UrYyDZz%C*jgBPdu0kg?OVBeT+_vZk`sI;6$ctJ{PjUh$#kVHPfa0goh+;#$y zR6M6;ZB0FZIvw_B6TW@>_9;9kvq|WV8?+#R@M@$`i|?c!811oa`Qi5KRRYjEncLO} zfLTsZ_}eyrAyaLq;b+XT8dVHC>*K(+V4{`;Wc5s~ETL+1-@ZwWM~n#(lj1Ph8~$z2 z^>^Pl__QFG92@i8dH(ZzLsEOWI?Y$X7-ux#vNN_|fZ~Ivq38K)&ljaW@*Un*qzZ5k zspkEtJ*Lh&oGd5Q`A@^82sWubsjIJX;5dHWf4?ONIZVCUO&@ufx}JtP{_SYo*Fhhe z&Hb8Dwk!}Eh-KLB#{aFqTGyZiiD~Bb z6FLYweNX?}rUfh-nTVul1=GdT<72uBVGV^H5L;W#)hVeDQVA>P)m4455}eOa!c=qI z`jXMlSF`jb*b9fJvM(A66T=DML-DEf`*2kMc0&JK`GNlVWA~7z;4+d#pgjituJY3| z7+K0K9p9PY z0xoNRe*l<*UoQHh$34l_u&Q~&%v@x5K?PLhQNZw|uI?K9Lh04bCpQeNSFdt+Z5et8 z2EqVo90#%KhdbVr*F`O&vgkHbxZn13#R-fW0{~kIgDZs5BlE%JPF~C)FzF8 z@AnrzR0i`z5aQ}6l(ztU*33m!mHj<}QraPZE=0@tBVGGDTOIb&0gm<4tIoC9orMat zG7_tSV;Xgqm6r8#6Ej=sUisr6z$h|%d3(8UP5^Q^svw(mV45$}eH$?*pma7_VsPnl z!Fk~TU^D;0%=qla5^anaa2GbbDaOl|d{xZ3gUz}YspKBr{4 zMBs8rc-;}08!N1kz!J*7+VfMiX=VdU8I_tsaFm%!OXjNjykK^%x_MKk4S-Yk_S@Iq zp3@7;b@lg$Mh*((&|eQ`yL4@Dc1UJ@=qnOp;uDM6ddWcI0Z*5e)+h3Kq-cL{_?@jy znU8n*$1$sX2iY*5pttB-N7M*{N;=RZTyLI5cN^v&pxCaGOEK*KI<|WHfpe(TTc%I~ zsBlvzfRA|nhwvVW_GYwVL;4TIy)p~1*KzW{{B{|k)qRnuh}Zs6n)M>hr9ap%_?0!C z(U|Ibt=Yfkvj24cai>-8@z;YqIH%^vR2r-Mi@T1cF)GRsuP&;Nwft%*#Y?2?V%jW| zB&^}j6TS$_qsQKS;Eccx$#K{#s_K+Y%i?7EE1J&E9_62~?jbPxH+-teFnOQzu=G9z zC;!q1|G*^we+^w}qQXkvfwQO&dypvsyQ;u0(sZCltXT!Zjc5uWgn@EiT+=)oDYaAc@pU_XpE-pj6A=IncP|KO+L51sJP4cVU$+i1I{yhZsuH;)N$!Upwi?-1NioN4<;68=5J zl>!Q^e1p}<8Y%B{#5LLt8+vJL`Vp0s@r42W9Ie{nE}LHuZ12R+$sGZv{0i;=yl?(! z0v>l6NpL4MEyFkaCU0Aw)w{=jxFsfrt>nxY9%@<}THgYSep%~y`mz7>l1MjvB57A$ zQy+io%K`+MpwdZ7A7VnNLpAhfXosF8QBNMe|zLL(T>)44MEg# zfuPomj7RU7?@CM&#$$ES-jzHF$k{2s0@CM);9fyiKzcNFF0Ma3EUa@3fE2hJb`4QV z(wLY!rm2D;Tsm?3Pna}y%$_aF&P+ zhKv#wAFpb}^Y3YVdYA7hTInS-v)J{%+R^h$&99k?Z}a%=J2S1E0`a}6&@@jSVC$rI zzAq#xCDq>F-%o^r%Md>ZLdKG^G72`f6>9f zOF#he4F}y$eT}`zOg1`Lvuvi|Ao>jf8@Gvz)7;!#mpbhcJj5Ab9S5KILFe4i0PHzK z8uN+%z0yWwg8?h=iv4HEGZJL|@Z9NVO9=DtzU1`(*DT5hVz!3`zPkE8_E`*=SYW{W z$IHtL0g#(?Df3`kgYiPGhmH(w(M4zmF_&oo<_Ks_)X=bBZvSp~?F?XA7cu{ui(=k` z2Hei0kmp|q6476uk?+G#6+lSw3IQNeAo2wmFo+tEBI4pyn21!A{-u#3;iN>57!u#l ztYvv7d4-X_Uuhb3jkdMD&$8bbSV!QtxQuppUgUdNmqC!l#f1rhT-)s^ax}C92DMLE z92QF42Hp{5^flXko}Ab^+EVlK5+DFUYkhrvb)9jzU7IXD93Z-vE-;LbAE}ds-@bQ} z!3amkcz19R+7T?t=Z*(#Nx;1#{P81VLP7!&Fd7D;a^Ds?)BjxL9y8UV&(?ZRjF~yDB^g zj31sp!0OZ|#O(j=MTK#d>*faNoqo)S?;#WV%0t~kS;P%Hb1PXSF$F50T9^7}p zHhL_;C#t_8$hzT5EUVXfd-Qw#tY)R~&o58|?1%DFQk^bYoG*6u=I85r zV^_cm59r*>wXT;4+RxEiCMM$k1p-+ShDg3DG^M3#j CAGZ_$ literal 0 HcmV?d00001 diff --git a/articles/ai-studio/toc.yml b/articles/ai-studio/toc.yml index 8ab31a06731..30b092bb320 100644 --- a/articles/ai-studio/toc.yml +++ b/articles/ai-studio/toc.yml @@ -311,6 +311,8 @@ items: href: how-to/configure-private-link.md - name: Configure custom DNS href: /azure/machine-learning/how-to-custom-dns?context=/azure/ai-studio/context/context + - name: Secure playground chat + href: how-to/secure-data-playground.md - name: Troubleshoot secure project connectivity href: how-to/troubleshoot-secure-connection-project.md - name: Data protection & encryption From 11a8df6419df4ddc6aed973a6ea46a4f90ebcdb9 Mon Sep 17 00:00:00 2001 From: Larry <890747+Blackmist@users.noreply.github.com> Date: Thu, 29 Aug 2024 09:10:53 -0400 Subject: [PATCH 02/33] feedback --- articles/ai-studio/how-to/secure-data-playground.md | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/articles/ai-studio/how-to/secure-data-playground.md b/articles/ai-studio/how-to/secure-data-playground.md index 653f1f1001d..9e5c6684450 100644 --- a/articles/ai-studio/how-to/secure-data-playground.md +++ b/articles/ai-studio/how-to/secure-data-playground.md @@ -29,6 +29,14 @@ The following table summarizes the changes made in this article: | Service permissions | API Keys | Role-based access control | API keys provide full access to the service. Role-based access control provides granular access to the service. | | Network access | Public | Private | Using a private network prevents entities outside the private network from accessing resources secured by it. | +## Prerequisites + +Ensure that the AI Studio hub is deployed with the __Identity-based access__ setting for the Storage account. This configuration is required for the correct access control and security of your AI Studio Hub. You can verify this in two ways: + +- In the Azure portal, select the hub and then select __Settings__, __Properties__, and __Options__. At the bottom of the page, verify that __Storage account access type__ is set to __Identity-based access__. +- If deploying using Azure Resource Manager or Bicep templates, include the `systemDatastoresAuthMode: 'identity'` property in your deployment template. + + ## Configure Network Isolated AI Studio Hub If you're __creating a new Azure AI Studio hub__, use one of the following documents to create a hub with network isolation: @@ -78,7 +86,6 @@ Depending on your configuration, you might use an Azure AI services resource tha ``` For more information, visit the [Disable local authentication in Azure AI services](/azure/ai-services/disable-local-auth) article. - ## Configure Azure AI Search From 3c6d38956a7f14bae9981ceb1f5a1535e93685cf Mon Sep 17 00:00:00 2001 From: Larry <890747+Blackmist@users.noreply.github.com> Date: Thu, 29 Aug 2024 09:12:37 -0400 Subject: [PATCH 03/33] feedback --- articles/ai-studio/how-to/secure-data-playground.md | 1 + 1 file changed, 1 insertion(+) diff --git a/articles/ai-studio/how-to/secure-data-playground.md b/articles/ai-studio/how-to/secure-data-playground.md index 9e5c6684450..7991e1c32ff 100644 --- a/articles/ai-studio/how-to/secure-data-playground.md +++ b/articles/ai-studio/how-to/secure-data-playground.md @@ -191,6 +191,7 @@ User to Service Table | Contributor | Azure AI Search | List API-Keys to list indexes from Azure OpenAI Studio. | | Contributor | Azure Storage Account | List Account SAS to upload files from Azure OpenAI Studio. | | Contributor | The resource group or Azure subscription where the developer need to deploy the web app to | Deploy web app to the developer's Azure subscription. | +| Storage File Data PrivilegedContributorRoleId | Azure Storage Account | Needed to Access File Share in Storage for Promptflow data | | Storage Blob Data Contributor | Azure Storage Account | | | Search Index Data Contributor | Azure AI Search | Required for the indexing scenario | From ec1fdf25ec6c250d6374b4278b335a9a1b223d25 Mon Sep 17 00:00:00 2001 From: Larry <890747+Blackmist@users.noreply.github.com> Date: Thu, 29 Aug 2024 15:42:06 -0400 Subject: [PATCH 04/33] feedback --- .../how-to/secure-data-playground.md | 54 ++++++++++--------- 1 file changed, 28 insertions(+), 26 deletions(-) diff --git a/articles/ai-studio/how-to/secure-data-playground.md b/articles/ai-studio/how-to/secure-data-playground.md index 7991e1c32ff..2b76f95435a 100644 --- a/articles/ai-studio/how-to/secure-data-playground.md +++ b/articles/ai-studio/how-to/secure-data-playground.md @@ -31,7 +31,7 @@ The following table summarizes the changes made in this article: ## Prerequisites -Ensure that the AI Studio hub is deployed with the __Identity-based access__ setting for the Storage account. This configuration is required for the correct access control and security of your AI Studio Hub. You can verify this in two ways: +Ensure that the AI Studio hub is deployed with the __Identity-based access__ setting for the Storage account. This configuration is required for the correct access control and security of your AI Studio Hub. You can verify this configuration using one of the following methods: - In the Azure portal, select the hub and then select __Settings__, __Properties__, and __Options__. At the bottom of the page, verify that __Storage account access type__ is set to __Identity-based access__. - If deploying using Azure Resource Manager or Bicep templates, include the `systemDatastoresAuthMode: 'identity'` property in your deployment template. @@ -55,7 +55,7 @@ If you have an __existing Azure AI Studio hub__ that isn't configured to use a m :::image type="content" source="../media/how-to/secure-playground-on-your-data/select-network-isolation-configuration.png" alt-text="Screenshot of the Azure AI Studio hub settings with allow internet outbound selected."::: -## Configure AI services Resource +## Configure Azure AI services Resource Depending on your configuration, you might use an Azure AI services resource that also includes Azure OpenAI or a standalone Azure OpenAI resource. The steps in this section configure an AI services resource. The same steps apply to an Azure OpenAI resource. @@ -164,41 +164,43 @@ Repeat these steps for each resource that you want to connect to using Microsoft ## Assign roles to resources and users -The services need to authorize each other to access the required resources. The admin performing the configuration needs to have the __Owner__ role on these resources to add role assignments. The following table lists the required role assignments for each resource. The __Assignee__ column refers to the system-assigned managed identity of the listed resource. The __Resource__ column refers to the resource that the assignee needs to access. For example, the Azure AI Search has a system-assigned managed identity that needs to be assigned the __Storage Blob Data Contributor__ role for the Azure Storage Account. +The services need to authorize each other to access the connected resources. The admin performing the configuration needs to have the __Owner__ role on these resources to add role assignments. The following table lists the required role assignments for each resource. The __Assignee__ column refers to the system-assigned managed identity of the listed resource. The __Resource__ column refers to the resource that the assignee needs to access. For example, the Azure AI Search has a system-assigned managed identity that needs to be assigned the __Storage Blob Data Contributor__ role for the Azure Storage Account. -| Role | Assignee | Resource | Description | -|------|----------|----------|-------------| -| Search Index Data Reader | Azure AI services/OpenAI | Azure AI Search | Inference service queries the data from the index. Only used for inference scenarios. | -| Search Index Data Contributor | Azure AI services/OpenAI | Azure AI Search | Read-write access to content in indexes. Import, refresh, or query the documents collection of an index. Only used for ingestion and inference scenarios. | -| Search Service Contributor | Azure AI services/OpenAI | Azure AI Search | Read-write access to object definitions (indexes, aliases, synonym maps, indexers, data sources, and skillsets). Inference service queries the index schema for auto fields mapping. Data ingestion service creates index, data sources, skill set, indexer, and queries the indexer status. | -| Storage Blob Data Contributor | Azure AI services/OpenAI | Azure Storage Account | Reads from the input container, and writes the preprocess result to the output container. | -| Cognitive Services OpenAI Contributor | Azure AI Search | Azure AI services/OpenAI | Custom skill | -| Storage Blob Data Contributor | Azure AI Search | Azure Storage Account | Reads blob and writes knowledge store. | -| Cognitive Services OpenAI User | Azure OpenAI Resource for chat model | Azure OpenAI resource for embedding model | Required only if using two Azure OpenAI resources to communicate. | +| Resource | Role | Assignee | Description | +|----------|------|----------|-------------| +| Azure AI Search | Search Index Data Contributor | Azure AI services/OpenAI | Read-write access to content in indexes. Import, refresh, or query the documents collection of an index. Only used for ingestion and inference scenarios. | +| Azure AI Search | Search Index Data Reader | Azure AI services/OpenAI | Inference service queries the data from the index. Only used for inference scenarios. | +| Azure AI Search | Search Service Contributor | Azure AI services/OpenAI | Read-write access to object definitions (indexes, aliases, synonym maps, indexers, data sources, and skillsets). Inference service queries the index schema for auto fields mapping. Data ingestion service creates index, data sources, skill set, indexer, and queries the indexer status. | +| Azure AI services/OpenAI | Cognitive Services OpenAI Contributor | Azure AI Search | Custom skill | +| Azure OpenAI Resource for chat model | Cognitive Services OpenAI User | Azure OpenAI resource for embedding model | Required only if using two Azure OpenAI resources to communicate. | +| Azure Storage Account | Storage Blob Data Contributor | Azure AI Search | Reads blob and writes knowledge store. | +| Azure Storage Account | Storage Blob Data Contributor | Azure AI services/OpenAI | Reads from the input container, and writes the preprocess result to the output container. | > [!NOTE] > The Cognitive Services OpenAI User role is only required if you are using two Azure OpenAI resources: one for your chat model and one for your embedding model. If this applies, enable Trusted Services AND ensure the Connection for your embedding model Azure OpenAI resource has EntraID enabled. -To enable your developers to use these resources to build applications, add the developers' identity with the following role assignments to the resources. +To enable your developers to use these resources to build applications, add the developers' identity with the following role assignments to the listed resources. -User to Service Table - -| Role | Resource | Description | -|------|----------|-------------| -| Cognitive Services OpenAI Contributor | Azure AI services/OpenAI | Call public ingestion API from Azure OpenAI Studio. | -| Cognitive Services User | Azure AI services/OpenAI | List API-Keys from Azure OpenAI Studio. | -| Contributor | Azure AI services/OpenAI | Allows for calls to the control plane. | -| Contributor | Azure AI Search | List API-Keys to list indexes from Azure OpenAI Studio. | -| Contributor | Azure Storage Account | List Account SAS to upload files from Azure OpenAI Studio. | -| Contributor | The resource group or Azure subscription where the developer need to deploy the web app to | Deploy web app to the developer's Azure subscription. | -| Storage File Data PrivilegedContributorRoleId | Azure Storage Account | Needed to Access File Share in Storage for Promptflow data | -| Storage Blob Data Contributor | Azure Storage Account | | -| Search Index Data Contributor | Azure AI Search | Required for the indexing scenario | +| Resource | Role | Description | +|----------|------|-------------| +| Azure AI Search | Contributor | List API-Keys to list indexes from Azure OpenAI Studio. | +| Azure AI Search | Search Index Data Contributor | Required for the indexing scenario. | +| Azure AI services/OpenAI | Cognitive Services OpenAI Contributor | Call public ingestion API from Azure OpenAI Studio. | +| Azure AI services/OpenAI | Cognitive Services User | List API-Keys from Azure OpenAI Studio. | +| Azure AI services/OpenAI | Contributor | Allows for calls to the control plane. | +| Azure Storage Account | Contributor | List Account SAS to upload files from Azure OpenAI Studio. | +| Azure Storage Account | Storage Blob Data Contributor | Needed for developers to read and write to blob storage. | +| Azure Storage Account | Storage File Data PrivilegedContributorRoleId | Needed to Access File Share in Storage for Promptflow data. | +| The resource group or Azure subscription where the developer need to deploy the web app to | Contributor | Deploy web app to the developer's Azure subscription. | ## Use your data in AI Studio Now, the data you add to AI Studio is secured to the isolated network provided by your Azure AI Studio hub and project. For an example of using data, visit the [build a question and answer copilot](../tutorials/deploy-copilot-ai-studio.md) tutorial. +## Deploy web apps + +For information on configuring web app deployments, visit the [Use Azure OpenAI on your data securely](/azure/ai-services/openai/how-to/use-your-data-securely#web-app) article. + ## Limitations When using the Chat playground in Azure AI Studio, don't navigate to another tab within Studio. If you do navigate to another tab, when you return to the Chat tab you must remove your data and then add it back. From 2c96c03f7c186c21617c0e8c32e4c7f996c4f77c Mon Sep 17 00:00:00 2001 From: Larry <890747+Blackmist@users.noreply.github.com> Date: Wed, 4 Sep 2024 13:37:05 -0400 Subject: [PATCH 05/33] removing limitations related to this work --- .../how-to/configure-managed-network.md | 17 ----------------- 1 file changed, 17 deletions(-) diff --git a/articles/ai-studio/how-to/configure-managed-network.md b/articles/ai-studio/how-to/configure-managed-network.md index b431bc1ba82..d176d3320bd 100644 --- a/articles/ai-studio/how-to/configure-managed-network.md +++ b/articles/ai-studio/how-to/configure-managed-network.md @@ -24,7 +24,6 @@ We have two network isolation aspects. One is the network isolation to access an You need to configure following network isolation configurations. - Choose network isolation mode. You have two options: allow internet outbound mode or allow only approved outbound mode. -- Create private endpoint outbound rules to your private Azure resources. Private Azure AI Search isn't supported yet. - If you use Visual Studio Code integration with allow only approved outbound mode, create FQDN outbound rules described in the [use Visual Studio Code](#scenario-use-visual-studio-code) section. - If you use HuggingFace models in Models with allow only approved outbound mode, create FQDN outbound rules described in the [use HuggingFace models](#scenario-use-huggingface-models) section. - If you use one of the open-source models with allow only approved outbound mode, create FQDN outbound rules described in the [curated by Azure AI](#scenario-curated-by-azure-ai) section. @@ -44,10 +43,6 @@ There are three different configuration modes for outbound traffic from the mana 1 You can use outbound rules with _allow only approved outbound_ mode to achieve the same result as using allow internet outbound. The differences are: * Always use private endpoints to access Azure resources. - - > [!IMPORTANT] - > While you can create a private endpoint for Azure AI Search, the connected services must allow public networking. For more information, see [Connectivity to other services](#connectivity-to-other-services). - * You must add rules for each outbound connection you need to allow. * Adding FQDN outbound rules __increase your costs__ as this rule type uses Azure Firewall. If you use outbound FQDN rules, charges for Azure Firewall are included in your billing. For more information, see [Pricing](#pricing). * The default rules for _allow only approved outbound_ are designed to minimize the risk of data exfiltration. Any outbound rules you add might increase your risk. @@ -151,15 +146,6 @@ Before following the steps in this article, make sure you have the following pre * FQDN outbound rules only support ports 80 and 443. * When using a compute instance with a managed network, use the `az ml compute connect-ssh` command to connect to the compute using SSH. -### Connectivity to other services - -* Azure AI Search should be public with your provisioned private Azure AI Studio hub. -* The "Add your data" feature in the Azure AI Studio playground doesn't support using a virtual network or private endpoint on the following resources: - * Azure AI Search - * Azure OpenAI - * Storage resource - - ## Configure a managed virtual network to allow internet outbound > [!TIP] @@ -843,9 +829,6 @@ Private endpoints are currently supported for the following Azure services: * Azure Storage (all sub resource types) -> [!IMPORTANT] -> While you can create a private endpoint for Azure AI services and Azure AI Search, the connected services must allow public networking. For more information, see [Connectivity to other services](#connectivity-to-other-services). - When you create a private endpoint, you provide the _resource type_ and _subresource_ that the endpoint connects to. Some resources have multiple types and subresources. For more information, see [what is a private endpoint](/azure/private-link/private-endpoint-overview). When you create a private endpoint for hub dependency resources, such as Azure Storage, Azure Container Registry, and Azure Key Vault, the resource can be in a different Azure subscription. However, the resource must be in the same tenant as the hub. From 3d67b4daabd0376fab8ab5c4ea578df758676f2a Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Fri, 6 Sep 2024 06:49:20 -0700 Subject: [PATCH 06/33] JS+TS: GPT-4 Turbo with Vision quickstart --- .../ai-services/openai/gpt-v-quickstart.md | 2 +- .../openai/includes/gpt-v-javascript.md | 206 ++++++++++++++++++ 2 files changed, 207 insertions(+), 1 deletion(-) create mode 100644 articles/ai-services/openai/includes/gpt-v-javascript.md diff --git a/articles/ai-services/openai/gpt-v-quickstart.md b/articles/ai-services/openai/gpt-v-quickstart.md index 5183fa54954..168bd9e99e7 100644 --- a/articles/ai-services/openai/gpt-v-quickstart.md +++ b/articles/ai-services/openai/gpt-v-quickstart.md @@ -5,7 +5,7 @@ description: Use this article to get started using Azure OpenAI to deploy and us services: cognitive-services manager: nitinme ms.service: azure-ai-openai -ms.custom: devx-track-python +ms.custom: devx-track-python, devx-track-js, devx-track-ts ms.topic: quickstart author: PatrickFarley ms.author: pafarley diff --git a/articles/ai-services/openai/includes/gpt-v-javascript.md b/articles/ai-services/openai/includes/gpt-v-javascript.md new file mode 100644 index 00000000000..798ae10d026 --- /dev/null +++ b/articles/ai-services/openai/includes/gpt-v-javascript.md @@ -0,0 +1,206 @@ +--- +title: 'Quickstart: Use GPT-4 Turbo with Vision on your images and videos with the JavaScript SDK' +titleSuffix: Azure OpenAI +description: Get started using the OpenAI JavaScript SDK to deploy and use the GPT-4 Turbo with Vision model. +services: cognitive-services +manager: nitinme +ms.service: azure-ai-openai +ms.topic: include +ms.custom: references_regions +ms.date: 09/09/2024 +--- + +Use this article to get started using the OpenAI JavaScript SDK to deploy and use the GPT-4 Turbo with Vision model. + +This SDK is provided by OpenAI with Azure specific types provided by Azure. + +[Reference documentation](https://platform.openai.com/docs/api-reference/chat) | [Library source code](https://github.com/openai/openai-node?azure-portal=true) | [Package (npm)](https://www.npmjs.com/package/openai) | [Samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/openai/openai/samples) + + +## Prerequisites + +## [**TypeScript**](#tab/typescript) + +- An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services?azure-portal=true) +- [LTS versions of Node.js](https://github.com/nodejs/release#release-schedule) +- [TypeScript](https://www.typescriptlang.org/download/) +- An Azure OpenAI resource created in a supported region (see [Region availability](/azure/ai-services/openai/concepts/models#model-summary-table-and-region-availability)). For more information, see [Create a resource and deploy a model with Azure OpenAI](../how-to/create-resource.md). + + +## [**JavaScript**](#tab/javascript) + +- An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services?azure-portal=true) +- [LTS versions of Node.js](https://github.com/nodejs/release#release-schedule) +- An Azure OpenAI resource created in a supported region (see [Region availability](/azure/ai-services/openai/concepts/models#model-summary-table-and-region-availability)). For more information, see [Create a resource and deploy a model with Azure OpenAI](../how-to/create-resource.md). + +--- + + +> [!NOTE] +> This library is maintained by OpenAI. Refer to the [release history](https://github.com/openai/openai-python/releases) to track the latest updates to the library. + +[!INCLUDE [get-key-endpoint](get-key-endpoint.md)] + +[!INCLUDE [environment-variables](environment-variables.md)] + + +## Create a Node application + +In a console window (such as cmd, PowerShell, or Bash), create a new directory for your app, and navigate to it. Then run the `npm init` command to create a node application with a _package.json_ file. + +```console +npm init +``` + +## Install the client library + +Install the client libraries with: + +## [**TypeScript**](#tab/typescript) + +```console +npm install openai @azure/openai @azure/identity +``` + +## [**JavaScript**](#tab/javascript) + +```console +npm install openai @azure/identity +``` + +--- + +Your app's _package.json_ file will be updated with the dependencies. + +## Create a new JavaScript application for image prompts + +## [**TypeScript**](#tab/typescript) + +1. Create a _quickstart.ts_ and paste in the following code. + + ```typescript + ``` +1. Make the following changes: + 1. Enter the name of your GPT-4 Turbo with Vision deployment in the appropriate field. + 1. Change the value of the `"url"` field to the URL of your image. + > [!TIP] + > You can also use a base 64 encoded image data instead of a URL. For more information, see the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-a-local-image). + +1. Build the application with the following command: + + ```console + tsc + ``` + +1. Run the application with the following command: + + ```console + node quickstart.js + ``` + + +## [**JavaScript**](#tab/javascript) + +1. Replace the contents of _quickstart.js_ with the following code. + + ```javascript + ``` +1. Make the following changes: + 1. Enter the name of your GPT-4 Turbo with Vision deployment in the appropriate field. + 1. Change the value of the `"url"` field to the URL of your image. + > [!TIP] + > You can also use a base 64 encoded image data instead of a URL. For more information, see the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-a-local-image). +1. Run the application with the following command: + + ```console + node quickstart.js + ``` + +## Create a new JavaScript application for image prompt enhancements + +GPT-4 Turbo with Vision provides exclusive access to Azure AI Services tailored enhancements. When combined with Azure AI Vision, it enhances your chat experience by providing the chat model with more detailed information about visible text in the image and the locations of objects. + +The **Optical Character Recognition (OCR)** integration allows the model to produce higher quality responses for dense text, transformed images, and number-heavy financial documents. It also covers a wider range of languages. + +The **object grounding** integration brings a new layer to data analysis and user interaction, as the feature can visually distinguish and highlight important elements in the images it processes. + +> [!CAUTION] +> Azure AI enhancements for GPT-4 Turbo with Vision will be billed separately from the core functionalities. Each specific Azure AI enhancement for GPT-4 Turbo with Vision has its own distinct charges. For details, see the [special pricing information](../concepts/gpt-with-vision.md#special-pricing-information). + +> [!IMPORTANT] +> Vision enhancements are not supported by the GPT-4 Turbo GA model. They are only available with the preview models. + +## [**TypeScript**](#tab/typescript) + +1. Replace the contents of _quickstart.py_ with the following code. + + ```typescript + + ``` + +1. Make the following changes: + 1. Enter your GPT-4 Turbo with Vision deployment name in the appropriate field. + 1. Enter your Computer Vision endpoint URL and key in the appropriate fields. + 1. Change the value of the `"url"` field to the URL of your image. + > [!TIP] + > You can also use a base 64 encoded image data instead of a URL. For more information, see the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-a-local-image). + + +1. Build the application with the following command: + + ```console + tsc + ``` + +1. Run the application with the following command: + + ```console + node quickstart.js + ``` + + +## [**JavaScript**](#tab/javascript) + +```javascript +``` + +1. Make the following changes: + 1. Enter your GPT-4 Turbo with Vision deployment name in the appropriate field. + 1. Enter your Computer Vision endpoint URL and key in the appropriate fields. + 1. Change the value of the `"url"` field to the URL of your image. + > [!TIP] + > You can also use a base 64 encoded image data instead of a URL. For more information, see the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-a-local-image). +1. Run the application with the following command: + + ```console + node quickstart.js + ``` + +--- + +1. Make the following changes: + 1. Enter your GPT-4 Turbo with Vision deployment name in the appropriate field. + 1. Enter your Computer Vision endpoint URL and key in the appropriate fields. + 1. Change the value of the `"url"` field to the URL of your image. + > [!TIP] + > You can also use a base 64 encoded image data instead of a URL. For more information, see the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-a-local-image). +1. Run the application with the `python` command: + + ```console + python quickstart.py + ``` + +## Create a new JavaScript application for video prompt enhancements + +Video prompt integration is outside the scope of this quickstart. See the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-vision-enhancement-with-video) for detailed instructions on setting up video prompts in chat completions programmatically. + +--- + +## Clean up resources + +If you want to clean up and remove an Azure OpenAI resource, you can delete the resource or resource group. Deleting the resource group also deletes any other resources associated with it. + +- [Azure portal](../../multi-service-resource.md?pivots=azportal#clean-up-resources) +- [Azure CLI](../../multi-service-resource.md?pivots=azcli#clean-up-resources) + + From 8c871661a51193ea277a5efac941275a853eaf4c Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Fri, 6 Sep 2024 07:44:43 -0700 Subject: [PATCH 07/33] JS/TS: Vision & Dall-e quickstarts --- .../ai-services/openai/dall-e-quickstart.md | 4 +- .../openai/includes/dall-e-javascript.md | 81 +++++++++++-------- .../openai/includes/gpt-v-javascript.md | 4 +- 3 files changed, 53 insertions(+), 36 deletions(-) diff --git a/articles/ai-services/openai/dall-e-quickstart.md b/articles/ai-services/openai/dall-e-quickstart.md index 3b13c3e4db1..6e38060da17 100644 --- a/articles/ai-services/openai/dall-e-quickstart.md +++ b/articles/ai-services/openai/dall-e-quickstart.md @@ -5,11 +5,11 @@ description: Learn how to get started generating images with Azure OpenAI Servic #services: cognitive-services manager: nitinme ms.service: azure-ai-openai -ms.custom: devx-track-python, devx-track-dotnet, devx-track-extended-java, devx-track-go, devx-track-js +ms.custom: devx-track-python, devx-track-dotnet, devx-track-extended-java, devx-track-go, devx-track-js, devx-track-ts ms.topic: quickstart author: PatrickFarley ms.author: pafarley -ms.date: 08/21/2024 +ms.date: 09/06/2024 zone_pivot_groups: openai-quickstart-dall-e --- diff --git a/articles/ai-services/openai/includes/dall-e-javascript.md b/articles/ai-services/openai/includes/dall-e-javascript.md index f640538dce3..973cecd0227 100644 --- a/articles/ai-services/openai/includes/dall-e-javascript.md +++ b/articles/ai-services/openai/includes/dall-e-javascript.md @@ -8,7 +8,7 @@ ms.service: azure-ai-openai ms.topic: include author: PatrickFarley ms.author: pafarley -ms.date: 08/24/2023 +ms.date: 09/06/2024 --- Use this guide to get started generating images with the Azure OpenAI SDK for JavaScript. @@ -17,11 +17,22 @@ Use this guide to get started generating images with the Azure OpenAI SDK for Ja ## Prerequisites +#### [TypeScript](#tab/typescript) + - An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services?azure-portal=true) - [LTS versions of Node.js](https://github.com/nodejs/release#release-schedule) +- [TypeScript](https://www.typescriptlang.org/download/) - An Azure OpenAI resource created in a supported region (see [Region availability](/azure/ai-services/openai/concepts/models#model-summary-table-and-region-availability)). For more information, see [Create a resource and deploy a model with Azure OpenAI](../how-to/create-resource.md). +#### [JavaScript](#tab/javascript) + +- An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services?azure-portal=true) +- [LTS versions of Node.js](https://github.com/nodejs/release#release-schedule) +- An Azure OpenAI resource created in a supported region (see [Region availability](/azure/ai-services/openai/concepts/models#model-summary-table-and-region-availability)). For more information, see [Create a resource and deploy a model with Azure OpenAI](../how-to/create-resource.md). + +--- + ## Setup [!INCLUDE [get-key-endpoint](get-key-endpoint.md)] @@ -39,55 +50,59 @@ npm init ## Install the client library -Install the Azure OpenAI client library for JavaScript with npm: +Install the client libraries with: + +## [**TypeScript**](#tab/typescript) + +```console +npm install openai @azure/openai @azure/identity +``` + +The `@azure/openai` package provides the types the Azure service objects. + +## [**JavaScript**](#tab/javascript) ```console -npm install @azure/openai +npm install openai @azure/identity ``` +--- + Your app's _package.json_ file will be updated with the dependencies. ## Generate images with DALL-E Create a new file named _ImageGeneration.js_ and open it in your preferred code editor. Copy the following code into the _ImageGeneration.js_ file: +#### [TypeScript](#tab/typescript) + +```typescript +``` + +1. Build the application with the following command: + + ```console + tsc + ``` + +1. Run the application with the following command: + + ```console + node ImageGeneration.js + ``` + + +#### [JavaScript](#tab/javascript) + ```javascript -const { OpenAIClient, AzureKeyCredential } = require("@azure/openai"); - -// You will need to set these environment variables or edit the following values -const endpoint = process.env["AZURE_OPENAI_ENDPOINT"] ; -const azureApiKey = process.env["AZURE_OPENAI_API_KEY"] ; - -// The prompt to generate images from -const prompt = "a monkey eating a banana"; -const size = "256x256"; - -// The number of images to generate -const n = 2; - -async function main() { - console.log("== Batch Image Generation =="); - - const client = new OpenAIClient(endpoint, new AzureKeyCredential(azureApiKey)); - const deploymentName = "dall-e"; - const results = await client.getImages(deploymentName, prompt, { n, size }); - - for (const image of results.data) { - console.log(`Image generation result URL: ${image.url}`); - } - //console.log(`Image generation result URL: ${results.result.status}`); -} - -main().catch((err) => { -console.error("The sample encountered an error:", err); -}); ``` Run the script with the following command: ```console -node _ImageGeneration.js +node ImageGeneration.js ``` +--- ## Output diff --git a/articles/ai-services/openai/includes/gpt-v-javascript.md b/articles/ai-services/openai/includes/gpt-v-javascript.md index 798ae10d026..f7dbd2f1284 100644 --- a/articles/ai-services/openai/includes/gpt-v-javascript.md +++ b/articles/ai-services/openai/includes/gpt-v-javascript.md @@ -7,7 +7,7 @@ manager: nitinme ms.service: azure-ai-openai ms.topic: include ms.custom: references_regions -ms.date: 09/09/2024 +ms.date: 09/06/2024 --- Use this article to get started using the OpenAI JavaScript SDK to deploy and use the GPT-4 Turbo with Vision model. @@ -62,6 +62,8 @@ Install the client libraries with: npm install openai @azure/openai @azure/identity ``` +The `@azure/openai` package provides the types the Azure service objects. + ## [**JavaScript**](#tab/javascript) ```console From 34ac5fa2bfefaa8c79344f18141e2867228c8bac Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Fri, 6 Sep 2024 07:57:26 -0700 Subject: [PATCH 08/33] TS: Use your data quickstart --- .../includes/use-your-data-javascript.md | 98 ++++++++----------- .../openai/use-your-data-quickstart.md | 20 +++- 2 files changed, 58 insertions(+), 60 deletions(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index 20dd0a885f6..7f268ffe062 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -5,7 +5,7 @@ author: glharper ms.author: glharper ms.service: azure-ai-openai ms.topic: include -ms.date: 03/04/2024 +ms.date: 09/06/2024 --- [!INCLUDE [Set up required variables](./use-your-data-common-variables.md)] @@ -23,81 +23,61 @@ npm init Install the Azure OpenAI client and Azure Identity libraries for JavaScript with npm: +#### [TypeScript](#tab/typescript) + +```console +npm install openai @azure/identity @azure/openai +``` + +#### [JavaScript](#tab/javascript) + ```console npm install @azure/openai @azure/identity ``` +--- + Your app's _package.json_ file will be updated with the dependencies. ## Create a sample application -Open a command prompt where you want the new project, and create a new file named ChatWithOwnData.js. Copy the following code into the ChatWithOwnData.js file. +#### [TypeScript](#tab/typescript) + +1. Open a command prompt where you want the new project, and create a new file named `ChatWithOwnData.ts`. Copy the following code into the `ChatWithOwnData.ts` file. + +```typescript +``` +1. Build the application with the following command: + ```console + tsc + ``` + +1. Run the application with the following command: + + ```console + node ChatWithOwnData.js + ``` + +#### [JavaScript](#tab/javascript) + +1. Open a command prompt where you want the new project, and create a new file named `ChatWithOwnData.js`. Copy the following code into the `ChatWithOwnData.js` file. ```javascript -const { OpenAIClient, AzureKeyCredential } = require("@azure/openai"); - -// Set the Azure and AI Search values from environment variables -const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; -const azureApiKey = process.env["AZURE_OPENAI_API_KEY"]; -const deploymentId = process.env["AZURE_OPENAI_DEPLOYMENT_ID"]; -const searchEndpoint = process.env["AZURE_AI_SEARCH_ENDPOINT"]; -const searchKey = process.env["AZURE_AI_SEARCH_API_KEY"]; -const searchIndex = process.env["AZURE_AI_SEARCH_INDEX"]; - - -async function main(){ - const client = new OpenAIClient(endpoint, new AzureKeyCredential(azureApiKey)); - - const messages = [ - { role: "user", content: "What are my available health plans?" }, - ]; - - console.log(`Message: ${messages.map((m) => m.content).join("\n")}`); - - const events = await client.streamChatCompletions(deploymentId, messages, { - maxTokens: 128, - azureExtensionOptions: { - extensions: [ - { - type: "AzureCognitiveSearch", - endpoint: searchEndpoint, - key: searchKey, - indexName: searchIndex, - }, - ], - }, - }); - let response = ""; - for await (const event of events) { - for (const choice of event.choices) { - const newText = choice.delta?.content; - if (!!newText) { - response += newText; - // To see streaming results as they arrive, uncomment line below - // console.log(newText); - } - } - } - console.log(response); -} - -main().catch((err) => { - console.error("The sample encountered an error:", err); -}); - - - -module.exports = { main }; +``` + +1. Run the application with the following command: + + ```console + node ChatWithOwnData.js + ``` + ``` > [!IMPORTANT] > For production, use a secure way of storing and accessing your credentials like [Azure Key Vault](/azure/key-vault/general/overview). For more information about credential security, see the Azure AI services [security](../../security-features.md) article. -```cmd -node.exe ChatWithOwnData.js -``` ## Output diff --git a/articles/ai-services/openai/use-your-data-quickstart.md b/articles/ai-services/openai/use-your-data-quickstart.md index bd3bab3bb0e..9278770e4b1 100644 --- a/articles/ai-services/openai/use-your-data-quickstart.md +++ b/articles/ai-services/openai/use-your-data-quickstart.md @@ -5,7 +5,7 @@ description: Use this article to import and use your data in Azure OpenAI. #services: cognitive-services manager: nitinme ms.service: azure-ai-openai -ms.custom: devx-track-dotnet, devx-track-extended-java, devx-track-js, devx-track-go, devx-track-python +ms.custom: devx-track-dotnet, devx-track-extended-java, devx-track-js, devx-track-ts, devx-track-go, devx-track-python ms.topic: quickstart author: aahill ms.author: aahi @@ -46,16 +46,34 @@ In this quickstart, you can use your own data with Azure OpenAI models. Using Az ## Prerequisites +#### [TypeScript](#tab/typescript) + - An Azure subscription - Create one for free. +- [LTS versions of Node.js](https://github.com/nodejs/release#release-schedule) +- [TypeScript](https://www.typescriptlang.org/download/) + - An Azure OpenAI resource deployed in a [supported region and with a supported model](./concepts/use-your-data.md#regional-availability-and-model-support). - Be sure that you are assigned at least the [Cognitive Services Contributor](./how-to/role-based-access-control.md#cognitive-services-contributor) role for the Azure OpenAI resource. - Download the example data from [GitHub](https://github.com/Azure-Samples/cognitive-services-sample-data-files/blob/master/openai/contoso_benefits_document_example.pdf) if you don't have your own data. +#### [JavaScript](#tab/javascript) + +- An Azure subscription - Create one for free. +- [LTS versions of Node.js](https://github.com/nodejs/release#release-schedule) +- An Azure OpenAI resource deployed in a [supported region and with a supported model](./concepts/use-your-data.md#regional-availability-and-model-support). + +- Be sure that you are assigned at least the [Cognitive Services Contributor](./how-to/role-based-access-control.md#cognitive-services-contributor) role for the Azure OpenAI resource. + +- Download the example data from [GitHub](https://github.com/Azure-Samples/cognitive-services-sample-data-files/blob/master/openai/contoso_benefits_document_example.pdf) if you don't have your own data. + + ::: zone pivot="programming-language-javascript" + + - [Long Term Support (LTS) versions of Node.js](https://github.com/nodejs/release#release-schedule) ::: zone-end From ca0bc33e16be5d9b36196d1367767b851177af56 Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 10:11:23 -0700 Subject: [PATCH 09/33] approved code updates --- .../includes/use-your-data-javascript.md | 78 +++++++++++++++++++ .../openai/use-your-data-quickstart.md | 2 +- 2 files changed, 79 insertions(+), 1 deletion(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index 7f268ffe062..b8f05fe3219 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -46,8 +46,86 @@ Your app's _package.json_ file will be updated with the dependencies. 1. Open a command prompt where you want the new project, and create a new file named `ChatWithOwnData.ts`. Copy the following code into the `ChatWithOwnData.ts` file. ```typescript +import "@azure/openai/types"; +import "dotenv/config"; +import { AzureOpenAI } from "openai"; + +// Set the Azure and AI Search values from environment variables +const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; +const apiKey = process.env["AZURE_OPENAI_API_KEY"]; +const searchEndpoint = process.env["AZURE_AI_SEARCH_ENDPOINT"]; +const searchKey = process.env["AZURE_AI_SEARCH_API_KEY"]; +const searchIndex = process.env["AZURE_AI_SEARCH_INDEX"]; + +// Required Azure OpenAI deployment name and API version +const deploymentName = "gpt-4"; +const apiVersion = "2024-07-01-preview"; + +function getClient(): AzureOpenAI { + return new AzureOpenAI({ + endpoint, + apiKey: apiKey, + deployment: deploymentName, + apiVersion, + }); +} + +async function main() { + const client = getClient(); + + const messages = [ + { role: "user", content: "What are my available health plans?" }, + ]; + + console.log(`Message: ${messages.map((m) => m.content).join("\n")}`); + + const events = await client.chat.completions.create({ + stream: true, + messages: [ + { + role: "user", + content: + "What's the most common feedback we received from our customers about the product?", + }, + ], + max_tokens: 128, + model: "", + data_sources: [ + { + type: "azure_search", + parameters: { + endpoint: searchEndpoint, + index_name: searchIndex, + authentication: { + type: "api_key", + key: searchKey, + }, + }, + }, + ], + }); + + let response = ""; + for await (const event of events) { + for (const choice of event.choices) { + const newText = choice.delta?.content; + if (newText) { + response += newText; + // To see streaming results as they arrive, uncomment line below + // console.log(newText); + } + } + } + console.log(response); +} + +main().catch((err) => { + console.error("The sample encountered an error:", err); +}); ``` +The `@azure/openai/types` dependency is included to extend the OpenAI model for the `data_sources` property. This import is only necessary for TypeScript. + 1. Build the application with the following command: ```console diff --git a/articles/ai-services/openai/use-your-data-quickstart.md b/articles/ai-services/openai/use-your-data-quickstart.md index 9278770e4b1..4403a364826 100644 --- a/articles/ai-services/openai/use-your-data-quickstart.md +++ b/articles/ai-services/openai/use-your-data-quickstart.md @@ -24,7 +24,7 @@ zone_pivot_groups: openai-use-your-data ::: zone pivot="programming-language-javascript" -[Reference](/javascript/api/@azure/openai) | [Source code](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/openai/openai) | [Package (npm)](https://www.npmjs.com/package/@azure/openai) | [Samples](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/openai/Azure.AI.OpenAI/tests/Samples) +[Reference documentation](https://platform.openai.com/docs/api-reference/chat) | [Source code](https://github.com/openai/openai-node) | [Package (npm)](https://www.npmjs.com/package/openai) | [Samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/openai/openai/samples) ::: zone-end From 0473fdb27c81e5a63138aafe85f48aa0f80385bc Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 10:14:36 -0700 Subject: [PATCH 10/33] acrolinx --- articles/ai-services/openai/use-your-data-quickstart.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/articles/ai-services/openai/use-your-data-quickstart.md b/articles/ai-services/openai/use-your-data-quickstart.md index 4403a364826..d736821cb03 100644 --- a/articles/ai-services/openai/use-your-data-quickstart.md +++ b/articles/ai-services/openai/use-your-data-quickstart.md @@ -55,7 +55,7 @@ In this quickstart, you can use your own data with Azure OpenAI models. Using Az - An Azure OpenAI resource deployed in a [supported region and with a supported model](./concepts/use-your-data.md#regional-availability-and-model-support). -- Be sure that you are assigned at least the [Cognitive Services Contributor](./how-to/role-based-access-control.md#cognitive-services-contributor) role for the Azure OpenAI resource. +- Be sure that you're assigned at least the [Cognitive Services Contributor](./how-to/role-based-access-control.md#cognitive-services-contributor) role for the Azure OpenAI resource. - Download the example data from [GitHub](https://github.com/Azure-Samples/cognitive-services-sample-data-files/blob/master/openai/contoso_benefits_document_example.pdf) if you don't have your own data. @@ -65,7 +65,7 @@ In this quickstart, you can use your own data with Azure OpenAI models. Using Az - [LTS versions of Node.js](https://github.com/nodejs/release#release-schedule) - An Azure OpenAI resource deployed in a [supported region and with a supported model](./concepts/use-your-data.md#regional-availability-and-model-support). -- Be sure that you are assigned at least the [Cognitive Services Contributor](./how-to/role-based-access-control.md#cognitive-services-contributor) role for the Azure OpenAI resource. +- Be sure that you're assigned at least the [Cognitive Services Contributor](./how-to/role-based-access-control.md#cognitive-services-contributor) role for the Azure OpenAI resource. - Download the example data from [GitHub](https://github.com/Azure-Samples/cognitive-services-sample-data-files/blob/master/openai/contoso_benefits_document_example.pdf) if you don't have your own data. From 2aca75bec93d23eab73077c48d32b511ac660a6f Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 10:31:22 -0700 Subject: [PATCH 11/33] fix end of tab --- articles/ai-services/openai/use-your-data-quickstart.md | 1 + 1 file changed, 1 insertion(+) diff --git a/articles/ai-services/openai/use-your-data-quickstart.md b/articles/ai-services/openai/use-your-data-quickstart.md index d736821cb03..6e1fe636c24 100644 --- a/articles/ai-services/openai/use-your-data-quickstart.md +++ b/articles/ai-services/openai/use-your-data-quickstart.md @@ -69,6 +69,7 @@ In this quickstart, you can use your own data with Azure OpenAI models. Using Az - Download the example data from [GitHub](https://github.com/Azure-Samples/cognitive-services-sample-data-files/blob/master/openai/contoso_benefits_document_example.pdf) if you don't have your own data. +--- ::: zone pivot="programming-language-javascript" From 2f52b311bb4360419b245f65e8590713b8a4629e Mon Sep 17 00:00:00 2001 From: "Dina Berry (MSFT)" Date: Wed, 11 Sep 2024 10:47:58 -0700 Subject: [PATCH 12/33] Update articles/ai-services/openai/includes/use-your-data-javascript.md Co-authored-by: Deyaaeldeen Almahallawi --- .../ai-services/openai/includes/use-your-data-javascript.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index b8f05fe3219..adc83e20687 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -46,9 +46,9 @@ Your app's _package.json_ file will be updated with the dependencies. 1. Open a command prompt where you want the new project, and create a new file named `ChatWithOwnData.ts`. Copy the following code into the `ChatWithOwnData.ts` file. ```typescript -import "@azure/openai/types"; import "dotenv/config"; import { AzureOpenAI } from "openai"; +import "@azure/openai/types"; // Set the Azure and AI Search values from environment variables const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; From 33d4ae32a2470c6905e8c028bbc0ffb10b9e565f Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 10:50:14 -0700 Subject: [PATCH 13/33] fix JS imports --- .../includes/use-your-data-javascript.md | 55 +++++++++++++++++++ 1 file changed, 55 insertions(+) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index b8f05fe3219..7a275cd6f1d 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -143,6 +143,61 @@ The `@azure/openai/types` dependency is included to extend the OpenAI model for 1. Open a command prompt where you want the new project, and create a new file named `ChatWithOwnData.js`. Copy the following code into the `ChatWithOwnData.js` file. ```javascript +require("dotenv/config"); +const { AzureOpenAI } = require("openai"); + +// Set the Azure and AI Search values from environment variables +const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; +const azureApiKey = process.env["AZURE_OPENAI_API_KEY"]; +const deploymentId = process.env["AZURE_OPENAI_DEPLOYMENT_ID"]; +const searchEndpoint = process.env["AZURE_AI_SEARCH_ENDPOINT"]; +const searchKey = process.env["AZURE_AI_SEARCH_API_KEY"]; +const searchIndex = process.env["AZURE_AI_SEARCH_INDEX"]; + + +async function main(){ + const client = new OpenAIClient(endpoint, new AzureKeyCredential(azureApiKey)); + + const messages = [ + { role: "user", content: "What are my available health plans?" }, + ]; + + console.log(`Message: ${messages.map((m) => m.content).join("\n")}`); + + const events = await client.streamChatCompletions(deploymentId, messages, { + maxTokens: 128, + azureExtensionOptions: { + extensions: [ + { + type: "AzureCognitiveSearch", + endpoint: searchEndpoint, + key: searchKey, + indexName: searchIndex, + }, + ], + }, + }); + let response = ""; + for await (const event of events) { + for (const choice of event.choices) { + const newText = choice.delta?.content; + if (!!newText) { + response += newText; + // To see streaming results as they arrive, uncomment line below + // console.log(newText); + } + } + } + console.log(response); +} + +main().catch((err) => { + console.error("The sample encountered an error:", err); +}); + + + +module.exports = { main }; ``` 1. Run the application with the following command: From 86291e33b0741381277321d1c40d0cbc2e4bf46a Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 11:04:24 -0700 Subject: [PATCH 14/33] code added --- .../openai/includes/dall-e-javascript.md | 58 ++++++++++++++----- 1 file changed, 45 insertions(+), 13 deletions(-) diff --git a/articles/ai-services/openai/includes/dall-e-javascript.md b/articles/ai-services/openai/includes/dall-e-javascript.md index 973cecd0227..6d289832bec 100644 --- a/articles/ai-services/openai/includes/dall-e-javascript.md +++ b/articles/ai-services/openai/includes/dall-e-javascript.md @@ -13,7 +13,7 @@ ms.date: 09/06/2024 Use this guide to get started generating images with the Azure OpenAI SDK for JavaScript. -[Library source code](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/openai/openai) | [Package (npm)](https://www.npmjs.com/package/@azure/openai) | [Samples](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/openai/Azure.AI.OpenAI/tests/Samples) +[Reference documentation](https://platform.openai.com/docs/api-reference/images/create) | [Source code](https://github.com/openai/openai-node) | [Package (npm)](https://www.npmjs.com/package/openai) | [Samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/openai/openai/samples) ## Prerequisites @@ -52,22 +52,10 @@ npm init Install the client libraries with: -## [**TypeScript**](#tab/typescript) - -```console -npm install openai @azure/openai @azure/identity -``` - -The `@azure/openai` package provides the types the Azure service objects. - -## [**JavaScript**](#tab/javascript) - ```console npm install openai @azure/identity ``` ---- - Your app's _package.json_ file will be updated with the dependencies. ## Generate images with DALL-E @@ -77,6 +65,50 @@ Create a new file named _ImageGeneration.js_ and open it in your preferred code #### [TypeScript](#tab/typescript) ```typescript +import "dotenv/config"; +import { AzureOpenAI } from "openai"; + +// You will need to set these environment variables or edit the following values +const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; +const apiKey = process.env["AZURE_OPENAI_API_KEY"]; + +// Required Azure OpenAI deployment name and API version +const apiVersion = "2024-07-01"; +const deploymentName = "dall-e-3"; + +// The prompt to generate images from +const prompt = "a monkey eating a banana"; +const numberOfImagesToGenerate = 1; + +function getClient(): AzureOpenAI { + return new AzureOpenAI({ + endpoint, + apiKey, + apiVersion, + deployment: deploymentName, + }); +} +async function main() { + console.log("== Image Generation =="); + + const client = getClient(); + + const results = await client.images.generate({ + prompt, + size: "1024x1024", + n: numberOfImagesToGenerate, + model: "", + style: "vivid", // or "natural" + }); + + for (const image of results.data) { + console.log(`Image generation result URL: ${image.url}`); + } +} + +main().catch((err) => { + console.error("The sample encountered an error:", err); +}); ``` 1. Build the application with the following command: From 2b9f93c90d46a7f7daf58971adbf86e4d33d8242 Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 11:32:58 -0700 Subject: [PATCH 15/33] update JS to OpenAI without types --- .../includes/use-your-data-javascript.md | 58 +++++++++++++------ 1 file changed, 39 insertions(+), 19 deletions(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index 0b28309e2cf..b4e8b392a79 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -148,15 +148,26 @@ const { AzureOpenAI } = require("openai"); // Set the Azure and AI Search values from environment variables const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; -const azureApiKey = process.env["AZURE_OPENAI_API_KEY"]; -const deploymentId = process.env["AZURE_OPENAI_DEPLOYMENT_ID"]; +const apiKey = process.env["AZURE_OPENAI_API_KEY"]; const searchEndpoint = process.env["AZURE_AI_SEARCH_ENDPOINT"]; const searchKey = process.env["AZURE_AI_SEARCH_API_KEY"]; const searchIndex = process.env["AZURE_AI_SEARCH_INDEX"]; +// Required Azure OpenAI deployment name and API version +const deploymentName = "gpt-4"; +const apiVersion = "2024-07-01-preview"; -async function main(){ - const client = new OpenAIClient(endpoint, new AzureKeyCredential(azureApiKey)); +function getClient() { + return new AzureOpenAI({ + endpoint, + apiKey: apiKey, + deployment: deploymentName, + apiVersion, + }); +} + +async function main() { + const client = getClient(); const messages = [ { role: "user", content: "What are my available health plans?" }, @@ -164,24 +175,37 @@ async function main(){ console.log(`Message: ${messages.map((m) => m.content).join("\n")}`); - const events = await client.streamChatCompletions(deploymentId, messages, { - maxTokens: 128, - azureExtensionOptions: { - extensions: [ - { - type: "AzureCognitiveSearch", + const events = await client.chat.completions.create({ + stream: true, + messages: [ + { + role: "user", + content: + "What's the most common feedback we received from our customers about the product?", + }, + ], + max_tokens: 128, + model: "", + data_sources: [ + { + type: "azure_search", + parameters: { endpoint: searchEndpoint, - key: searchKey, - indexName: searchIndex, + index_name: searchIndex, + authentication: { + type: "api_key", + key: searchKey, + }, }, - ], - }, + }, + ], }); + let response = ""; for await (const event of events) { for (const choice of event.choices) { const newText = choice.delta?.content; - if (!!newText) { + if (newText) { response += newText; // To see streaming results as they arrive, uncomment line below // console.log(newText); @@ -194,10 +218,6 @@ async function main(){ main().catch((err) => { console.error("The sample encountered an error:", err); }); - - - -module.exports = { main }; ``` 1. Run the application with the following command: From 30135ae75077e349e2c1ae1865473a4ba8df3b5a Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 11:40:35 -0700 Subject: [PATCH 16/33] update JS to OpenAI without types --- .../includes/use-your-data-javascript.md | 58 +++++++++++++------ 1 file changed, 39 insertions(+), 19 deletions(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index 0b28309e2cf..b4e8b392a79 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -148,15 +148,26 @@ const { AzureOpenAI } = require("openai"); // Set the Azure and AI Search values from environment variables const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; -const azureApiKey = process.env["AZURE_OPENAI_API_KEY"]; -const deploymentId = process.env["AZURE_OPENAI_DEPLOYMENT_ID"]; +const apiKey = process.env["AZURE_OPENAI_API_KEY"]; const searchEndpoint = process.env["AZURE_AI_SEARCH_ENDPOINT"]; const searchKey = process.env["AZURE_AI_SEARCH_API_KEY"]; const searchIndex = process.env["AZURE_AI_SEARCH_INDEX"]; +// Required Azure OpenAI deployment name and API version +const deploymentName = "gpt-4"; +const apiVersion = "2024-07-01-preview"; -async function main(){ - const client = new OpenAIClient(endpoint, new AzureKeyCredential(azureApiKey)); +function getClient() { + return new AzureOpenAI({ + endpoint, + apiKey: apiKey, + deployment: deploymentName, + apiVersion, + }); +} + +async function main() { + const client = getClient(); const messages = [ { role: "user", content: "What are my available health plans?" }, @@ -164,24 +175,37 @@ async function main(){ console.log(`Message: ${messages.map((m) => m.content).join("\n")}`); - const events = await client.streamChatCompletions(deploymentId, messages, { - maxTokens: 128, - azureExtensionOptions: { - extensions: [ - { - type: "AzureCognitiveSearch", + const events = await client.chat.completions.create({ + stream: true, + messages: [ + { + role: "user", + content: + "What's the most common feedback we received from our customers about the product?", + }, + ], + max_tokens: 128, + model: "", + data_sources: [ + { + type: "azure_search", + parameters: { endpoint: searchEndpoint, - key: searchKey, - indexName: searchIndex, + index_name: searchIndex, + authentication: { + type: "api_key", + key: searchKey, + }, }, - ], - }, + }, + ], }); + let response = ""; for await (const event of events) { for (const choice of event.choices) { const newText = choice.delta?.content; - if (!!newText) { + if (newText) { response += newText; // To see streaming results as they arrive, uncomment line below // console.log(newText); @@ -194,10 +218,6 @@ async function main(){ main().catch((err) => { console.error("The sample encountered an error:", err); }); - - - -module.exports = { main }; ``` 1. Run the application with the following command: From 2a09d4c0eb85641517a2c85c614948ed3b77b11d Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 11:41:25 -0700 Subject: [PATCH 17/33] indent code blocks --- .../includes/use-your-data-javascript.md | 302 +++++++++--------- 1 file changed, 151 insertions(+), 151 deletions(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index b4e8b392a79..7e4d4cf9b34 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -44,85 +44,85 @@ Your app's _package.json_ file will be updated with the dependencies. #### [TypeScript](#tab/typescript) 1. Open a command prompt where you want the new project, and create a new file named `ChatWithOwnData.ts`. Copy the following code into the `ChatWithOwnData.ts` file. - -```typescript -import "dotenv/config"; -import { AzureOpenAI } from "openai"; -import "@azure/openai/types"; - -// Set the Azure and AI Search values from environment variables -const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; -const apiKey = process.env["AZURE_OPENAI_API_KEY"]; -const searchEndpoint = process.env["AZURE_AI_SEARCH_ENDPOINT"]; -const searchKey = process.env["AZURE_AI_SEARCH_API_KEY"]; -const searchIndex = process.env["AZURE_AI_SEARCH_INDEX"]; - -// Required Azure OpenAI deployment name and API version -const deploymentName = "gpt-4"; -const apiVersion = "2024-07-01-preview"; - -function getClient(): AzureOpenAI { - return new AzureOpenAI({ - endpoint, - apiKey: apiKey, - deployment: deploymentName, - apiVersion, - }); -} - -async function main() { - const client = getClient(); - - const messages = [ - { role: "user", content: "What are my available health plans?" }, - ]; - - console.log(`Message: ${messages.map((m) => m.content).join("\n")}`); - - const events = await client.chat.completions.create({ - stream: true, - messages: [ - { - role: "user", - content: - "What's the most common feedback we received from our customers about the product?", - }, - ], - max_tokens: 128, - model: "", - data_sources: [ - { - type: "azure_search", - parameters: { - endpoint: searchEndpoint, - index_name: searchIndex, - authentication: { - type: "api_key", - key: searchKey, + + ```typescript + import "dotenv/config"; + import { AzureOpenAI } from "openai"; + import "@azure/openai/types"; + + // Set the Azure and AI Search values from environment variables + const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; + const apiKey = process.env["AZURE_OPENAI_API_KEY"]; + const searchEndpoint = process.env["AZURE_AI_SEARCH_ENDPOINT"]; + const searchKey = process.env["AZURE_AI_SEARCH_API_KEY"]; + const searchIndex = process.env["AZURE_AI_SEARCH_INDEX"]; + + // Required Azure OpenAI deployment name and API version + const deploymentName = "gpt-4"; + const apiVersion = "2024-07-01-preview"; + + function getClient(): AzureOpenAI { + return new AzureOpenAI({ + endpoint, + apiKey: apiKey, + deployment: deploymentName, + apiVersion, + }); + } + + async function main() { + const client = getClient(); + + const messages = [ + { role: "user", content: "What are my available health plans?" }, + ]; + + console.log(`Message: ${messages.map((m) => m.content).join("\n")}`); + + const events = await client.chat.completions.create({ + stream: true, + messages: [ + { + role: "user", + content: + "What's the most common feedback we received from our customers about the product?", + }, + ], + max_tokens: 128, + model: "", + data_sources: [ + { + type: "azure_search", + parameters: { + endpoint: searchEndpoint, + index_name: searchIndex, + authentication: { + type: "api_key", + key: searchKey, + }, + }, }, - }, - }, - ], - }); - - let response = ""; - for await (const event of events) { - for (const choice of event.choices) { - const newText = choice.delta?.content; - if (newText) { - response += newText; - // To see streaming results as they arrive, uncomment line below - // console.log(newText); + ], + }); + + let response = ""; + for await (const event of events) { + for (const choice of event.choices) { + const newText = choice.delta?.content; + if (newText) { + response += newText; + // To see streaming results as they arrive, uncomment line below + // console.log(newText); + } + } } + console.log(response); } - } - console.log(response); -} - -main().catch((err) => { - console.error("The sample encountered an error:", err); -}); -``` + + main().catch((err) => { + console.error("The sample encountered an error:", err); + }); + ``` The `@azure/openai/types` dependency is included to extend the OpenAI model for the `data_sources` property. This import is only necessary for TypeScript. @@ -141,84 +141,84 @@ The `@azure/openai/types` dependency is included to extend the OpenAI model for #### [JavaScript](#tab/javascript) 1. Open a command prompt where you want the new project, and create a new file named `ChatWithOwnData.js`. Copy the following code into the `ChatWithOwnData.js` file. - -```javascript -require("dotenv/config"); -const { AzureOpenAI } = require("openai"); - -// Set the Azure and AI Search values from environment variables -const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; -const apiKey = process.env["AZURE_OPENAI_API_KEY"]; -const searchEndpoint = process.env["AZURE_AI_SEARCH_ENDPOINT"]; -const searchKey = process.env["AZURE_AI_SEARCH_API_KEY"]; -const searchIndex = process.env["AZURE_AI_SEARCH_INDEX"]; - -// Required Azure OpenAI deployment name and API version -const deploymentName = "gpt-4"; -const apiVersion = "2024-07-01-preview"; - -function getClient() { - return new AzureOpenAI({ - endpoint, - apiKey: apiKey, - deployment: deploymentName, - apiVersion, - }); -} - -async function main() { - const client = getClient(); - - const messages = [ - { role: "user", content: "What are my available health plans?" }, - ]; - - console.log(`Message: ${messages.map((m) => m.content).join("\n")}`); - - const events = await client.chat.completions.create({ - stream: true, - messages: [ - { - role: "user", - content: - "What's the most common feedback we received from our customers about the product?", - }, - ], - max_tokens: 128, - model: "", - data_sources: [ - { - type: "azure_search", - parameters: { - endpoint: searchEndpoint, - index_name: searchIndex, - authentication: { - type: "api_key", - key: searchKey, + + ```javascript + require("dotenv/config"); + const { AzureOpenAI } = require("openai"); + + // Set the Azure and AI Search values from environment variables + const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; + const apiKey = process.env["AZURE_OPENAI_API_KEY"]; + const searchEndpoint = process.env["AZURE_AI_SEARCH_ENDPOINT"]; + const searchKey = process.env["AZURE_AI_SEARCH_API_KEY"]; + const searchIndex = process.env["AZURE_AI_SEARCH_INDEX"]; + + // Required Azure OpenAI deployment name and API version + const deploymentName = "gpt-4"; + const apiVersion = "2024-07-01-preview"; + + function getClient() { + return new AzureOpenAI({ + endpoint, + apiKey: apiKey, + deployment: deploymentName, + apiVersion, + }); + } + + async function main() { + const client = getClient(); + + const messages = [ + { role: "user", content: "What are my available health plans?" }, + ]; + + console.log(`Message: ${messages.map((m) => m.content).join("\n")}`); + + const events = await client.chat.completions.create({ + stream: true, + messages: [ + { + role: "user", + content: + "What's the most common feedback we received from our customers about the product?", + }, + ], + max_tokens: 128, + model: "", + data_sources: [ + { + type: "azure_search", + parameters: { + endpoint: searchEndpoint, + index_name: searchIndex, + authentication: { + type: "api_key", + key: searchKey, + }, + }, }, - }, - }, - ], - }); - - let response = ""; - for await (const event of events) { - for (const choice of event.choices) { - const newText = choice.delta?.content; - if (newText) { - response += newText; - // To see streaming results as they arrive, uncomment line below - // console.log(newText); + ], + }); + + let response = ""; + for await (const event of events) { + for (const choice of event.choices) { + const newText = choice.delta?.content; + if (newText) { + response += newText; + // To see streaming results as they arrive, uncomment line below + // console.log(newText); + } + } } + console.log(response); } - } - console.log(response); -} - -main().catch((err) => { - console.error("The sample encountered an error:", err); -}); -``` + + main().catch((err) => { + console.error("The sample encountered an error:", err); + }); + ``` 1. Run the application with the following command: From d5faac284dd440fb075369fda774708d765c1630 Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 11:51:47 -0700 Subject: [PATCH 18/33] fix where the imports are discussed for data sources --- .../ai-services/openai/includes/use-your-data-javascript.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index 7e4d4cf9b34..515ef2f45b5 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -29,6 +29,8 @@ Install the Azure OpenAI client and Azure Identity libraries for JavaScript with npm install openai @azure/identity @azure/openai ``` +The `@azure/openai/types` dependency is included to extend the OpenAI model for the `data_sources` property. This import is only necessary for TypeScript. + #### [JavaScript](#tab/javascript) ```console @@ -124,8 +126,6 @@ Your app's _package.json_ file will be updated with the dependencies. }); ``` -The `@azure/openai/types` dependency is included to extend the OpenAI model for the `data_sources` property. This import is only necessary for TypeScript. - 1. Build the application with the following command: ```console From d9465c397aff95221e2be3a8769f9b2b35c5da00 Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 11:55:03 -0700 Subject: [PATCH 19/33] edit --- .../ai-services/openai/includes/use-your-data-javascript.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index 515ef2f45b5..6b1dcdba9ae 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -29,7 +29,7 @@ Install the Azure OpenAI client and Azure Identity libraries for JavaScript with npm install openai @azure/identity @azure/openai ``` -The `@azure/openai/types` dependency is included to extend the OpenAI model for the `data_sources` property. This import is only necessary for TypeScript. +The `@azure/openai` dependency is included to extend the OpenAI model for the `data_sources` property. This import is only necessary for TypeScript. #### [JavaScript](#tab/javascript) From 2d3c5ab0c0112ddaaa31bdc12b9662378a3956d4 Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 12:08:02 -0700 Subject: [PATCH 20/33] add js back --- .../openai/includes/dall-e-javascript.md | 44 +++++++++++++++++++ 1 file changed, 44 insertions(+) diff --git a/articles/ai-services/openai/includes/dall-e-javascript.md b/articles/ai-services/openai/includes/dall-e-javascript.md index 6d289832bec..e7d2acd5453 100644 --- a/articles/ai-services/openai/includes/dall-e-javascript.md +++ b/articles/ai-services/openai/includes/dall-e-javascript.md @@ -127,6 +127,50 @@ main().catch((err) => { #### [JavaScript](#tab/javascript) ```javascript +require("dotenv/config"); +const { AzureOpenAI } = require("openai"); + +// You will need to set these environment variables or edit the following values +const endpoint = process.env["AZURE_OPENAI_ENDPOINT"]; +const apiKey = process.env["AZURE_OPENAI_API_KEY"]; + +// Required Azure OpenAI deployment name and API version +const apiVersion = "2024-07-01"; +const deploymentName = "dall-e-3"; + +// The prompt to generate images from +const prompt = "a monkey eating a banana"; +const numberOfImagesToGenerate = 1; + +function getClient() { + return new AzureOpenAI({ + endpoint, + apiKey, + apiVersion, + deployment: deploymentName, + }); +} +async function main() { + console.log("== Image Generation =="); + + const client = getClient(); + + const results = await client.images.generate({ + prompt, + size: "1024x1024", + n: numberOfImagesToGenerate, + model: "", + style: "vivid", // or "natural" + }); + + for (const image of results.data) { + console.log(`Image generation result URL: ${image.url}`); + } +} + +main().catch((err) => { + console.error("The sample encountered an error:", err); +}); ``` Run the script with the following command: From 987f8ac83f588e170115ec050b38e270ea68683f Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 12:36:37 -0700 Subject: [PATCH 21/33] edits --- .../openai/includes/gpt-v-javascript.md | 213 ++++++++++-------- 1 file changed, 125 insertions(+), 88 deletions(-) diff --git a/articles/ai-services/openai/includes/gpt-v-javascript.md b/articles/ai-services/openai/includes/gpt-v-javascript.md index f7dbd2f1284..203508051fc 100644 --- a/articles/ai-services/openai/includes/gpt-v-javascript.md +++ b/articles/ai-services/openai/includes/gpt-v-javascript.md @@ -56,22 +56,10 @@ npm init Install the client libraries with: -## [**TypeScript**](#tab/typescript) - -```console -npm install openai @azure/openai @azure/identity -``` - -The `@azure/openai` package provides the types the Azure service objects. - -## [**JavaScript**](#tab/javascript) - ```console npm install openai @azure/identity ``` ---- - Your app's _package.json_ file will be updated with the dependencies. ## Create a new JavaScript application for image prompts @@ -81,6 +69,71 @@ Your app's _package.json_ file will be updated with the dependencies. 1. Create a _quickstart.ts_ and paste in the following code. ```typescript + import "dotenv/config"; + import { AzureOpenAI } from "openai"; + import type { + ChatCompletion, + ChatCompletionCreateParamsNonStreaming, + } from "openai/resources/index"; + + // You will need to set these environment variables or edit the following values + const endpoint = process.env["AZURE_OPENAI_ENDPOINT"] || ""; + const apiKey = process.env["AZURE_OPENAI_API_KEY"] || ""; + const imageUrl = process.env["IMAGE_URL"] || ""; + + // Required Azure OpenAI deployment name and API version + const apiVersion = "2024-07-01-preview"; + const deploymentName = "gpt-4-with-turbo"; + + function getClient(): AzureOpenAI { + return new AzureOpenAI({ + endpoint, + apiKey, + apiVersion, + deployment: deploymentName, + }); + } + function createMessages(): ChatCompletionCreateParamsNonStreaming { + return { + messages: [ + { role: "system", content: "You are a helpful assistant." }, + { + role: "user", + content: [ + { + type: "text", + text: "Describe this picture:", + }, + { + type: "image_url", + image_url: { + url: imageUrl, + }, + }, + ], + }, + ], + model: "", + max_tokens: 2000, + }; + } + async function printChoices(completion: ChatCompletion): Promise { + for (const choice of completion.choices) { + console.log(choice.message); + } + } + export async function main() { + console.log("== Get GPT-4 Turbo with vision Sample =="); + + const client = getClient(); + const messages = createMessages(); + const completion = await client.chat.completions.create(messages); + await printChoices(completion); + } + + main().catch((err) => { + console.error("Error occurred:", err); + }); ``` 1. Make the following changes: 1. Enter the name of your GPT-4 Turbo with Vision deployment in the appropriate field. @@ -106,69 +159,71 @@ Your app's _package.json_ file will be updated with the dependencies. 1. Replace the contents of _quickstart.js_ with the following code. ```javascript - ``` -1. Make the following changes: - 1. Enter the name of your GPT-4 Turbo with Vision deployment in the appropriate field. - 1. Change the value of the `"url"` field to the URL of your image. - > [!TIP] - > You can also use a base 64 encoded image data instead of a URL. For more information, see the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-a-local-image). -1. Run the application with the following command: - - ```console - node quickstart.js - ``` - -## Create a new JavaScript application for image prompt enhancements - -GPT-4 Turbo with Vision provides exclusive access to Azure AI Services tailored enhancements. When combined with Azure AI Vision, it enhances your chat experience by providing the chat model with more detailed information about visible text in the image and the locations of objects. - -The **Optical Character Recognition (OCR)** integration allows the model to produce higher quality responses for dense text, transformed images, and number-heavy financial documents. It also covers a wider range of languages. - -The **object grounding** integration brings a new layer to data analysis and user interaction, as the feature can visually distinguish and highlight important elements in the images it processes. - -> [!CAUTION] -> Azure AI enhancements for GPT-4 Turbo with Vision will be billed separately from the core functionalities. Each specific Azure AI enhancement for GPT-4 Turbo with Vision has its own distinct charges. For details, see the [special pricing information](../concepts/gpt-with-vision.md#special-pricing-information). - -> [!IMPORTANT] -> Vision enhancements are not supported by the GPT-4 Turbo GA model. They are only available with the preview models. - -## [**TypeScript**](#tab/typescript) - -1. Replace the contents of _quickstart.py_ with the following code. + import "dotenv/config"; + import { AzureOpenAI } from "openai"; - ```typescript + // You will need to set these environment variables or edit the following values + const endpoint = process.env["AZURE_OPENAI_ENDPOINT"] || ""; + const apiKey = process.env["AZURE_OPENAI_API_KEY"] || ""; + const imageUrl = process.env["IMAGE_URL"] || ""; + // Required Azure OpenAI deployment name and API version + const apiVersion = "2024-07-01-preview"; + const deploymentName = "gpt-4-with-turbo"; + + function getClient() { + return new AzureOpenAI({ + endpoint, + apiKey, + apiVersion, + deployment: deploymentName, + }); + } + function createMessages() { + return { + messages: [ + { role: "system", content: "You are a helpful assistant." }, + { + role: "user", + content: [ + { + type: "text", + text: "Describe this picture:", + }, + { + type: "image_url", + image_url: { + url: imageUrl, + }, + }, + ], + }, + ], + model: "", + max_tokens: 2000, + }; + } + async function printChoices(completion) { + for (const choice of completion.choices) { + console.log(choice.message); + } + } + export async function main() { + console.log("== Get GPT-4 Turbo with vision Sample =="); + + const client = getClient(); + const messages = createMessages(); + const completion = await client.chat.completions.create(messages); + await printChoices(completion); + } + + main().catch((err) => { + console.error("Error occurred:", err); + }); ``` 1. Make the following changes: - 1. Enter your GPT-4 Turbo with Vision deployment name in the appropriate field. - 1. Enter your Computer Vision endpoint URL and key in the appropriate fields. - 1. Change the value of the `"url"` field to the URL of your image. - > [!TIP] - > You can also use a base 64 encoded image data instead of a URL. For more information, see the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-a-local-image). - - -1. Build the application with the following command: - - ```console - tsc - ``` - -1. Run the application with the following command: - - ```console - node quickstart.js - ``` - - -## [**JavaScript**](#tab/javascript) - -```javascript -``` - -1. Make the following changes: - 1. Enter your GPT-4 Turbo with Vision deployment name in the appropriate field. - 1. Enter your Computer Vision endpoint URL and key in the appropriate fields. + 1. Enter the name of your GPT-4 Turbo with Vision deployment in the appropriate field. 1. Change the value of the `"url"` field to the URL of your image. > [!TIP] > You can also use a base 64 encoded image data instead of a URL. For more information, see the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-a-local-image). @@ -180,24 +235,6 @@ The **object grounding** integration brings a new layer to data analysis and use --- -1. Make the following changes: - 1. Enter your GPT-4 Turbo with Vision deployment name in the appropriate field. - 1. Enter your Computer Vision endpoint URL and key in the appropriate fields. - 1. Change the value of the `"url"` field to the URL of your image. - > [!TIP] - > You can also use a base 64 encoded image data instead of a URL. For more information, see the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-a-local-image). -1. Run the application with the `python` command: - - ```console - python quickstart.py - ``` - -## Create a new JavaScript application for video prompt enhancements - -Video prompt integration is outside the scope of this quickstart. See the [GPT-4 Turbo with Vision how-to guide](../how-to/gpt-with-vision.md#use-vision-enhancement-with-video) for detailed instructions on setting up video prompts in chat completions programmatically. - ---- - ## Clean up resources If you want to clean up and remove an Azure OpenAI resource, you can delete the resource or resource group. Deleting the resource group also deletes any other resources associated with it. From 1571cf183940dbd475f7584a1e7395adeebe6e05 Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 12:41:48 -0700 Subject: [PATCH 22/33] js in pivot --- articles/ai-services/openai/gpt-v-quickstart.md | 6 ++++++ zone-pivots/zone-pivot-groups.yml | 2 ++ 2 files changed, 8 insertions(+) diff --git a/articles/ai-services/openai/gpt-v-quickstart.md b/articles/ai-services/openai/gpt-v-quickstart.md index 168bd9e99e7..b2ba893c301 100644 --- a/articles/ai-services/openai/gpt-v-quickstart.md +++ b/articles/ai-services/openai/gpt-v-quickstart.md @@ -39,6 +39,12 @@ Get started using GPT-4 Turbo with images with the Azure OpenAI Service. ::: zone-end +::: zone pivot="programming-language-javascript" + +[!INCLUDE [JavaScript quickstart](includes/gpt-v-javascript.md)] + +::: zone-end + ## Next steps * Learn more about these APIs in the [GPT-4 Turbo with Vision how-to guide](./gpt-v-quickstart.md) diff --git a/zone-pivots/zone-pivot-groups.yml b/zone-pivots/zone-pivot-groups.yml index aaa89520f22..18f9ab32078 100644 --- a/zone-pivots/zone-pivot-groups.yml +++ b/zone-pivots/zone-pivot-groups.yml @@ -183,6 +183,8 @@ groups: title: Studio - id: programming-language-python title: Python + - id: programming-language-javascript + title: JavaScript - id: rest-api title: REST # Owner: mbullwin From 8daabc36549318f73bbeb274d14ad779fd276c2d Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 12:54:36 -0700 Subject: [PATCH 23/33] fix link --- articles/ai-services/openai/includes/gpt-v-javascript.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/articles/ai-services/openai/includes/gpt-v-javascript.md b/articles/ai-services/openai/includes/gpt-v-javascript.md index 203508051fc..b8a72979fbb 100644 --- a/articles/ai-services/openai/includes/gpt-v-javascript.md +++ b/articles/ai-services/openai/includes/gpt-v-javascript.md @@ -37,7 +37,7 @@ This SDK is provided by OpenAI with Azure specific types provided by Azure. > [!NOTE] -> This library is maintained by OpenAI. Refer to the [release history](https://github.com/openai/openai-python/releases) to track the latest updates to the library. +> This library is maintained by OpenAI. Refer to the [release history](https://github.com/openai/openai-node/releases) to track the latest updates to the library. [!INCLUDE [get-key-endpoint](get-key-endpoint.md)] @@ -64,6 +64,8 @@ Your app's _package.json_ file will be updated with the dependencies. ## Create a new JavaScript application for image prompts +Select an image from the [azure-samples/cognitive-services-sample-data-files](https://github.com/Azure-Samples/cognitive-services-sample-data-files/tree/master/ComputerVision/Images) and set the URL for an image in the environment variables. + ## [**TypeScript**](#tab/typescript) 1. Create a _quickstart.ts_ and paste in the following code. From 5211d30c4beaee36ed8135e8c79f697abf6aa6fb Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 14:00:35 -0700 Subject: [PATCH 24/33] moving text around --- articles/ai-services/openai/gpt-v-quickstart.md | 6 ++++++ articles/ai-services/openai/includes/gpt-v-javascript.md | 7 ------- 2 files changed, 6 insertions(+), 7 deletions(-) diff --git a/articles/ai-services/openai/gpt-v-quickstart.md b/articles/ai-services/openai/gpt-v-quickstart.md index b2ba893c301..92922abf7de 100644 --- a/articles/ai-services/openai/gpt-v-quickstart.md +++ b/articles/ai-services/openai/gpt-v-quickstart.md @@ -41,6 +41,12 @@ Get started using GPT-4 Turbo with images with the Azure OpenAI Service. ::: zone pivot="programming-language-javascript" +Use this article to get started using the OpenAI JavaScript SDK to deploy and use the GPT-4 Turbo with Vision model. + +This SDK is provided by OpenAI with Azure specific types provided by Azure. + +[Reference documentation](https://platform.openai.com/docs/api-reference/chat) | [Library source code](https://github.com/openai/openai-node?azure-portal=true) | [Package (npm)](https://www.npmjs.com/package/openai) | [Samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/openai/openai/samples) + [!INCLUDE [JavaScript quickstart](includes/gpt-v-javascript.md)] ::: zone-end diff --git a/articles/ai-services/openai/includes/gpt-v-javascript.md b/articles/ai-services/openai/includes/gpt-v-javascript.md index b8a72979fbb..2dac582f3e0 100644 --- a/articles/ai-services/openai/includes/gpt-v-javascript.md +++ b/articles/ai-services/openai/includes/gpt-v-javascript.md @@ -10,13 +10,6 @@ ms.custom: references_regions ms.date: 09/06/2024 --- -Use this article to get started using the OpenAI JavaScript SDK to deploy and use the GPT-4 Turbo with Vision model. - -This SDK is provided by OpenAI with Azure specific types provided by Azure. - -[Reference documentation](https://platform.openai.com/docs/api-reference/chat) | [Library source code](https://github.com/openai/openai-node?azure-portal=true) | [Package (npm)](https://www.npmjs.com/package/openai) | [Samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/openai/openai/samples) - - ## Prerequisites ## [**TypeScript**](#tab/typescript) From 06737c34320ffb6cd2d260580d0b73cba0daa9dc Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Wed, 11 Sep 2024 14:42:03 -0700 Subject: [PATCH 25/33] move it back --- articles/ai-services/openai/gpt-v-quickstart.md | 6 ------ articles/ai-services/openai/includes/gpt-v-javascript.md | 6 ++++++ 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/articles/ai-services/openai/gpt-v-quickstart.md b/articles/ai-services/openai/gpt-v-quickstart.md index 92922abf7de..b2ba893c301 100644 --- a/articles/ai-services/openai/gpt-v-quickstart.md +++ b/articles/ai-services/openai/gpt-v-quickstart.md @@ -41,12 +41,6 @@ Get started using GPT-4 Turbo with images with the Azure OpenAI Service. ::: zone pivot="programming-language-javascript" -Use this article to get started using the OpenAI JavaScript SDK to deploy and use the GPT-4 Turbo with Vision model. - -This SDK is provided by OpenAI with Azure specific types provided by Azure. - -[Reference documentation](https://platform.openai.com/docs/api-reference/chat) | [Library source code](https://github.com/openai/openai-node?azure-portal=true) | [Package (npm)](https://www.npmjs.com/package/openai) | [Samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/openai/openai/samples) - [!INCLUDE [JavaScript quickstart](includes/gpt-v-javascript.md)] ::: zone-end diff --git a/articles/ai-services/openai/includes/gpt-v-javascript.md b/articles/ai-services/openai/includes/gpt-v-javascript.md index 2dac582f3e0..8c5d3ea5056 100644 --- a/articles/ai-services/openai/includes/gpt-v-javascript.md +++ b/articles/ai-services/openai/includes/gpt-v-javascript.md @@ -10,6 +10,12 @@ ms.custom: references_regions ms.date: 09/06/2024 --- +Use this article to get started using the OpenAI JavaScript SDK to deploy and use the GPT-4 Turbo with Vision model. + +This SDK is provided by OpenAI with Azure specific types provided by Azure. + +[Reference documentation](https://platform.openai.com/docs/api-reference/chat) | [Library source code](https://github.com/openai/openai-node?azure-portal=true) | [Package (npm)](https://www.npmjs.com/package/openai) | [Samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/openai/openai/samples) + ## Prerequisites ## [**TypeScript**](#tab/typescript) From bd101e43e396a559a115e582c20b61a58feb4000 Mon Sep 17 00:00:00 2001 From: "Dina Berry (MSFT)" Date: Thu, 12 Sep 2024 07:49:54 -0700 Subject: [PATCH 26/33] Update articles/ai-services/openai/includes/use-your-data-javascript.md Co-authored-by: Deyaaeldeen Almahallawi --- .../ai-services/openai/includes/use-your-data-javascript.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index 515ef2f45b5..56840f00076 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -66,7 +66,7 @@ Your app's _package.json_ file will be updated with the dependencies. function getClient(): AzureOpenAI { return new AzureOpenAI({ endpoint, - apiKey: apiKey, + apiKey, deployment: deploymentName, apiVersion, }); From 740337118db831413e59b81665f20cdead55f3c7 Mon Sep 17 00:00:00 2001 From: "Dina Berry (MSFT)" Date: Thu, 12 Sep 2024 07:50:01 -0700 Subject: [PATCH 27/33] Update articles/ai-services/openai/includes/use-your-data-javascript.md Co-authored-by: Deyaaeldeen Almahallawi --- .../ai-services/openai/includes/use-your-data-javascript.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index 56840f00076..ae7ff37c043 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -160,7 +160,7 @@ Your app's _package.json_ file will be updated with the dependencies. function getClient() { return new AzureOpenAI({ endpoint, - apiKey: apiKey, + apiKey, deployment: deploymentName, apiVersion, }); From 873d1a85c45aa613e26bca472b6f80476dbcd47e Mon Sep 17 00:00:00 2001 From: "Dina Berry (MSFT)" Date: Thu, 12 Sep 2024 07:50:20 -0700 Subject: [PATCH 28/33] Update articles/ai-services/openai/includes/use-your-data-javascript.md Co-authored-by: Eric Urban --- .../ai-services/openai/includes/use-your-data-javascript.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index ae7ff37c043..6b7fba8ee19 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -29,7 +29,7 @@ Install the Azure OpenAI client and Azure Identity libraries for JavaScript with npm install openai @azure/identity @azure/openai ``` -The `@azure/openai/types` dependency is included to extend the OpenAI model for the `data_sources` property. This import is only necessary for TypeScript. +The `@azure/openai/types` dependency is included to extend the Azure OpenAI model for the `data_sources` property. This import is only necessary for TypeScript. #### [JavaScript](#tab/javascript) From 4038b1cf2fc64ea3bde3dd23094742c9fc76eda5 Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Thu, 12 Sep 2024 12:03:46 -0700 Subject: [PATCH 29/33] Remove backticks --- .../ai-services/openai/includes/use-your-data-javascript.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index 6b1dcdba9ae..2e7ce73ee30 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -226,7 +226,7 @@ Your app's _package.json_ file will be updated with the dependencies. node ChatWithOwnData.js ``` -``` +--- > [!IMPORTANT] > For production, use a secure way of storing and accessing your credentials like [Azure Key Vault](/azure/key-vault/general/overview). For more information about credential security, see the Azure AI services [security](../../security-features.md) article. From e02f992d03c35dd154266afdfc91e13dd8a7bdce Mon Sep 17 00:00:00 2001 From: Dina Berry Date: Thu, 12 Sep 2024 12:13:04 -0700 Subject: [PATCH 30/33] fix merge conflict --- .../ai-services/openai/includes/use-your-data-javascript.md | 4 ---- 1 file changed, 4 deletions(-) diff --git a/articles/ai-services/openai/includes/use-your-data-javascript.md b/articles/ai-services/openai/includes/use-your-data-javascript.md index e175f9f5e57..eb4c3b8df3f 100644 --- a/articles/ai-services/openai/includes/use-your-data-javascript.md +++ b/articles/ai-services/openai/includes/use-your-data-javascript.md @@ -29,11 +29,7 @@ Install the Azure OpenAI client and Azure Identity libraries for JavaScript with npm install openai @azure/identity @azure/openai ``` -<<<<<<< HEAD -The `@azure/openai` dependency is included to extend the OpenAI model for the `data_sources` property. This import is only necessary for TypeScript. -======= The `@azure/openai/types` dependency is included to extend the Azure OpenAI model for the `data_sources` property. This import is only necessary for TypeScript. ->>>>>>> 873d1a85c45aa613e26bca472b6f80476dbcd47e #### [JavaScript](#tab/javascript) From 87032e1bfb9f7730a72703f047a3ff68db2562d7 Mon Sep 17 00:00:00 2001 From: Larry <890747+Blackmist@users.noreply.github.com> Date: Fri, 13 Sep 2024 09:35:54 -0400 Subject: [PATCH 31/33] incorporating feedback --- .../ai-studio/how-to/secure-data-playground.md | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/articles/ai-studio/how-to/secure-data-playground.md b/articles/ai-studio/how-to/secure-data-playground.md index 2b76f95435a..5ad6aa5a017 100644 --- a/articles/ai-studio/how-to/secure-data-playground.md +++ b/articles/ai-studio/how-to/secure-data-playground.md @@ -5,7 +5,7 @@ description: Learn how to securely use the Azure AI Studio playground chat on yo manager: scottpolly ms.service: azure-ai-studio ms.topic: how-to -ms.date: 08/28/2024 +ms.date: 09/13/2024 ms.reviewer: meerakurup ms.author: larryfr author: Blackmist @@ -153,10 +153,23 @@ If you're using Azure Storage for the ingestion scenario with the Azure AI Studi 1. Repeat the previous step to create a private endpoint, however this time set the __Target sub-resource__ to __file__. The previous private endpoint allows secure communication to blob storage, and this private endpoint allows secure communication to file storage. 1. To disable local (shared key) authentication to storage, select __Configuration__, under __Settings__. Set __Allow storage account key access__ to __Disabled__, and then select __Save__ to apply the changes. For more information, visit the [Prevent authorization with shared key](/azure/storage/common/shared-key-authorization-prevent) article. +## Configure Azure Key Vault + +Azure AI Studio uses Azure Key Vault to securely store and manage secrets. To allow access to the key vault from trusted services, use the following steps. + +> [!NOTE] +> These steps assume that the key vault has already been configured for network isolation when you created your Azure AI Studio Hub. + +1. From the Azure portal, select the Key Vault resource, then select __Settings__, __Networking__, and __Firewalls and virtual networks__. +1. From the __Exception__ section of the page, make sure that __Allow trusted Microsoft services to bypass firewall__ is __enabled__. + ## Configure connections to use Microsoft Entra ID Connections from Azure AI Studio to Azure AI services and Azure AI Search should use Microsoft Entra ID for secure access. Connections are created from [Azure AI Studio](https://ai.azure.com) instead of the Azure portal. +> [!IMPORTANT] +> Using Microsoft Entra ID with Azure AI Search is currently a preview feature. For more information on connections, visit the [Add connections](connections-add.md#create-a-new-connection) article. + 1. from Azure AI Studio, select __Connections__. If you have existing connections to the resources, you can select the connection and then select the __pencil icon__ in the __Access details__ section to update the connection. Set the __Authentication__ field to __Microsoft Entra ID__, then select __Update__. 1. To create a new connection, select __+ New connection__, then select the resource type. Browse for the resource or enter the required information, then set __Authentication__ to __Microsoft Entra ID__. Select __Add connection__ to create the connection. From 779f9a1c99bca43bcca63990b2aa3a8e3f7c364d Mon Sep 17 00:00:00 2001 From: Frank Solomon Date: Fri, 13 Sep 2024 10:16:56 -0700 Subject: [PATCH 32/33] File updates to cover the code snippet maintenance operations . . . --- articles/machine-learning/how-to-customize-compute-instance.md | 1 + .../how-to-deploy-mlflow-models-online-endpoints.md | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/articles/machine-learning/how-to-customize-compute-instance.md b/articles/machine-learning/how-to-customize-compute-instance.md index acc470cf9e7..3bc5780c479 100644 --- a/articles/machine-learning/how-to-customize-compute-instance.md +++ b/articles/machine-learning/how-to-customize-compute-instance.md @@ -10,6 +10,7 @@ ms.author: sgilley author: sdgilley ms.reviewer: vijetaj ms.date: 03/13/2024 +ms.custom: update-code --- # Customize the compute instance with a script diff --git a/articles/machine-learning/how-to-deploy-mlflow-models-online-endpoints.md b/articles/machine-learning/how-to-deploy-mlflow-models-online-endpoints.md index 8f34eb1228e..d5f5ad2ea7f 100644 --- a/articles/machine-learning/how-to-deploy-mlflow-models-online-endpoints.md +++ b/articles/machine-learning/how-to-deploy-mlflow-models-online-endpoints.md @@ -10,7 +10,7 @@ ms.author: mopeakande ms.reviewer: fasantia ms.date: 01/31/2024 ms.topic: how-to -ms.custom: deploy, mlflow, devplatv2, no-code-deployment, devx-track-azurecli, cliv2 +ms.custom: deploy, mlflow, devplatv2, no-code-deployment, devx-track-azurecli, cliv2, update-code --- # Deploy MLflow models to online endpoints From f0b4c135d2f841507e709b750b69525096d492f2 Mon Sep 17 00:00:00 2001 From: Dennis Rea <61802807+denrea@users.noreply.github.com> Date: Fri, 13 Sep 2024 14:08:27 -0700 Subject: [PATCH 33/33] Acrolinx fix --- articles/ai-studio/how-to/configure-managed-network.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/articles/ai-studio/how-to/configure-managed-network.md b/articles/ai-studio/how-to/configure-managed-network.md index d176d3320bd..94ac75c92ca 100644 --- a/articles/ai-studio/how-to/configure-managed-network.md +++ b/articles/ai-studio/how-to/configure-managed-network.md @@ -794,7 +794,7 @@ If you plan to use __HuggingFace models__ with the hub, add outbound _FQDN_ rule ### Scenario: Curated by Azure AI -These models involve dynamic installation of dependencies at runtime, and reequire outbound _FQDN_ rules to allow traffic to the following hosts: +These models involve dynamic installation of dependencies at runtime, and require outbound _FQDN_ rules to allow traffic to the following hosts: *.anaconda.org *.anaconda.com